{ "cells": [ { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "# Fitting Spatial Extension of IC443" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "This tutorial demonstrates how to perform a measurement of spatial extension with the [extension](http://fermipy.readthedocs.org/en/latest/advanced/extension.html) method in the [fermipy](http://fermipy.readthedocs.org) package. This tutorial assumes that you have first gone through the [PG 1553](pg1553.ipynb) analysis tutorial." ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "## Get the Data and Setup the Analysis" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "execution": { "iopub.execute_input": "2026-07-17T21:47:27.771410Z", "iopub.status.busy": "2026-07-17T21:47:27.771235Z", "iopub.status.idle": "2026-07-17T21:47:29.612846Z", "shell.execute_reply": "2026-07-17T21:47:29.612024Z" } }, "outputs": [], "source": [ "import os\n", "import matplotlib.pyplot as plt\n", "import matplotlib\n", "import numpy as np\n", "from fermipy.gtanalysis import GTAnalysis\n", "from fermipy.plotting import ROIPlotter" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "In this thread we will use a pregenerated data set which is contained in a tar archive in the *data* directory of the *fermipy-extra* repository." ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false, "deletable": true, "editable": true, "execution": { "iopub.execute_input": "2026-07-17T21:47:29.615146Z", "iopub.status.busy": "2026-07-17T21:47:29.614844Z", "iopub.status.idle": "2026-07-17T21:47:30.161015Z", "shell.execute_reply": "2026-07-17T21:47:30.160100Z" }, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "if os.path.isfile('../data/ic443.tar.gz'):\n", " !tar xzf ../data/ic443.tar.gz\n", "else:\n", " !curl -OL --output-dir ./../data/ https://raw.githubusercontent.com/fermiPy/fermipy-extras/master/data/ic443.tar.gz\n", " !tar xzf ./../data/ic443.tar.gz" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "We first instantiate a GTAnalysis instance using the config file in the ic443 directory and the run the setup() method. This will prepare all of the ancillary files and create the pylikelihood instance for binned analysis. Note that in this example these files have already been generated so the routines that will normally be executed to create these files will be skipped." ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false, "deletable": true, "editable": true, "execution": { "iopub.execute_input": "2026-07-17T21:47:30.163122Z", "iopub.status.busy": "2026-07-17T21:47:30.162924Z", "iopub.status.idle": "2026-07-17T21:47:39.766765Z", "shell.execute_reply": "2026-07-17T21:47:39.766050Z" }, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:47:30 INFO GTAnalysis.__init__(): \n", "--------------------------------------------------------------------------------\n", "fermipy version 1.4.2+32.g764b \n", "ScienceTools version 2.5.1\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:47:30 INFO GTAnalysis.setup(): Running setup.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:47:30 INFO GTBinnedAnalysis.setup(): Running setup for component 00\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:47:30 INFO GTBinnedAnalysis._select_data(): Skipping data selection.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:47:30 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", "{'Prefactor': 0, 'Index1': 1, 'Scale': 2, 'Cutoff': 3, 'Index2': 4}\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:47:31 INFO GTBinnedAnalysis._create_expcube(): Skipping gtexpcube.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "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 56874.155220 from DATE-END'. [astropy.wcs.wcs]\n", "2026-07-17 21:47:31 INFO GTBinnedAnalysis._create_srcmaps(): Skipping gtsrcmaps.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:47:31 INFO GTBinnedAnalysis.setup(): Finished setup for component 00\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:47:31 INFO GTBinnedAnalysis._create_binned_analysis(): Creating BinnedAnalysis for component 00.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:47:36 INFO GTAnalysis.setup(): Initializing source properties\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:47:39 INFO GTAnalysis.setup(): Finished setup.\n" ] } ], "source": [ "gta = GTAnalysis('ic443/config.yaml')\n", "gta.setup()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Due to some issues with the large-file storage on github, some of the data files may be corrupted, giving the error:\n", "\n", "`RuntimeError: File not in FITS format: /path/to/fermipy/environment/lib/python3.9/site-packages/fermipy/data/catalogs/Extended_archive_v15/Templates/IC443.fits`\n", "\n", "To fix, download the extended templates directly from the FSSC website ( https://fermi.gsfc.nasa.gov/ssc/data/access/lat/4yr_catalog/LAT_extended_sources_v15.tgz ) and replace the `Extended_archive_v15` directory.\n", "\n", "Note that those files are for the 3FGL catalog, not the latest 4FGL-DR4 (14 yrs of data):\n", "https://fermi.gsfc.nasa.gov/ssc/data/access/lat/14yr_catalog/" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "## Print the ROI model\n", "\n", "We can print the ROI object to see a list of sources in the model along with their distance from the ROI center (offset), TS, and number of predicted counts (Npred). Since we haven't yet fit any sources, the ts of all sources will initially be set to nan." ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false, "deletable": true, "editable": true, "execution": { "iopub.execute_input": "2026-07-17T21:47:39.768706Z", "iopub.status.busy": "2026-07-17T21:47:39.768504Z", "iopub.status.idle": "2026-07-17T21:47:39.772304Z", "shell.execute_reply": "2026-07-17T21:47:39.771586Z" }, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:47:39 INFO GTAnalysis.print_roi(): \n", "name SpatialModel SpectrumType offset ts npred\n", "--------------------------------------------------------------------------------\n", "3FGL J0617.2+2234e SpatialMap LogParabola 0.000 nan 11302.5\n", "3FGL J0619.4+2242 PointSource PowerLaw 0.536 nan 248.8\n", "3FGL J0609.3+2131 PointSource LogParabola 2.105 nan 356.0\n", "3FGL J0609.2+2051c PointSource PowerLaw 2.524 nan 165.1\n", "3FGL J0621.0+2514 PointSource PowerLaw 2.804 nan 172.9\n", "3FGL J0611.5+1957 PointSource PowerLaw 2.931 nan 204.8\n", "3FGL J0603.8+2155 PointSource PowerLaw 3.166 nan 64.1\n", "3FGL J0628.4+2429 PointSource PowerLaw 3.214 nan 15.5\n", "3FGL J0605.9+2039c PointSource PowerLaw 3.263 nan 38.6\n", "3FGL J0601.5+2309 PointSource PowerLaw 3.664 nan 88.8\n", "3FGL J0603.3+2042 PointSource PowerLaw 3.725 nan 0.6\n", "3FGL J0631.2+2019 PointSource PowerLaw 3.954 nan 6.8\n", "3FGL J0620.4+2644 PointSource PowerLaw 4.224 nan 3.0\n", "3FGL J0610.6+1728 PointSource LogParabola 5.336 nan 1.7\n", "isodiff ConstantValue FileFunction ----- nan 944.0\n", "galdiff MapCubeFunctio PowerLaw ----- nan 17785.8\n", "\n" ] } ], "source": [ "gta.print_roi()" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "Now we will run the optimize() method. This method refits the spectral parameters of all sources in the ROI and gives us baseline model that we can use as a starting point for fitting the spatial extension." ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false, "deletable": true, "editable": true, "execution": { "iopub.execute_input": "2026-07-17T21:47:39.773796Z", "iopub.status.busy": "2026-07-17T21:47:39.773595Z", "iopub.status.idle": "2026-07-17T21:47:49.465570Z", "shell.execute_reply": "2026-07-17T21:47:49.464740Z" }, "jupyter": { "outputs_hidden": false }, "scrolled": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:47:39 INFO GTAnalysis.optimize(): Starting\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Joint fit ['galdiff', '3FGL J0617.2+2234e', 'isodiff']\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/home/runner/work/fermipy/fermipy/fermipy/utils.py:791: 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", " spline = UnivariateSpline(x, y, k=2,\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Fitting shape galdiff TS: 37044.370\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Fitting shape 3FGL J0617.2+2234e TS: 29551.953\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Fitting shape 3FGL J0621.0+2514 TS: 81.042\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Fitting shape 3FGL J0609.3+2131 TS: 49.731\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Fitting shape 3FGL J0619.4+2242 TS: 41.233\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Fitting shape 3FGL J0603.8+2155 TS: 38.933\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Fitting shape isodiff TS: 37.286\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Fitting shape 3FGL J0609.2+2051c TS: 32.608\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:47:49 INFO GTAnalysis.optimize(): Finished\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:47:49 INFO GTAnalysis.optimize(): LogLike: -48963.472977 Delta-LogLike: 124.219031\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:47:49 INFO GTAnalysis.optimize(): Execution time: 9.69 s\n" ] }, { "data": { "text/plain": [ "{'loglike0': -49087.6920071168,\n", " 'loglike1': -48963.47297651335,\n", " 'dloglike': 124.2190306034463,\n", " 'config': {'npred_threshold': 1.0,\n", " 'npred_frac': 0.95,\n", " 'shape_ts_threshold': 25.0,\n", " 'max_free_sources': 5,\n", " 'skip': [],\n", " 'optimizer': {'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}}}" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gta.optimize()" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false, "deletable": true, "editable": true, "execution": { "iopub.execute_input": "2026-07-17T21:47:49.467108Z", "iopub.status.busy": "2026-07-17T21:47:49.466935Z", "iopub.status.idle": "2026-07-17T21:47:49.470591Z", "shell.execute_reply": "2026-07-17T21:47:49.469783Z" }, "jupyter": { "outputs_hidden": false }, "scrolled": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:47:49 INFO GTAnalysis.print_roi(): \n", "name SpatialModel SpectrumType offset ts npred\n", "--------------------------------------------------------------------------------\n", "3FGL J0617.2+2234e SpatialMap LogParabola 0.000 34178.20 10883.6\n", "3FGL J0619.4+2242 PointSource PowerLaw 0.536 47.51 280.8\n", "3FGL J0609.3+2131 PointSource LogParabola 2.105 44.85 193.8\n", "3FGL J0609.2+2051c PointSource PowerLaw 2.524 29.06 142.8\n", "3FGL J0621.0+2514 PointSource PowerLaw 2.804 83.65 155.4\n", "3FGL J0611.5+1957 PointSource PowerLaw 2.931 15.83 76.4\n", "3FGL J0603.8+2155 PointSource PowerLaw 3.166 37.08 57.5\n", "3FGL J0628.4+2429 PointSource PowerLaw 3.214 1.23 15.7\n", "3FGL J0605.9+2039c PointSource PowerLaw 3.263 20.80 125.4\n", "3FGL J0601.5+2309 PointSource PowerLaw 3.664 4.13 31.1\n", "3FGL J0603.3+2042 PointSource PowerLaw 3.725 nan 0.6\n", "3FGL J0631.2+2019 PointSource PowerLaw 3.954 -0.00 0.0\n", "3FGL J0620.4+2644 PointSource PowerLaw 4.224 -0.00 0.0\n", "3FGL J0610.6+1728 PointSource LogParabola 5.336 2.11 36.9\n", "isodiff ConstantValue FileFunction ----- 61.89 1047.6\n", "galdiff MapCubeFunctio PowerLaw ----- 54128.23 19456.1\n", "\n" ] } ], "source": [ "gta.print_roi()" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "To check the quality of the ROI model fit we can generate a residual map with the residmap method. This will produce smoothed maps of the counts distribution and residuals (counts-model) using a given spatial kernel. The spatial kernel can be defined with a source dictionary. In the following example we use a PointSource with a PowerLaw index of 2.0." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false, "deletable": true, "editable": true, "execution": { "iopub.execute_input": "2026-07-17T21:47:49.472023Z", "iopub.status.busy": "2026-07-17T21:47:49.471866Z", "iopub.status.idle": "2026-07-17T21:47:50.474686Z", "shell.execute_reply": "2026-07-17T21:47:50.473868Z" }, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:47:49 INFO GTAnalysis.residmap(): Generating residual maps\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:47:49 INFO GTAnalysis.add_source(): Adding source residmap_testsource\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:47:50 INFO GTAnalysis.delete_source(): Deleting source residmap_testsource\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:47:50 INFO GTAnalysis.residmap(): Finished residual maps\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:47:50 WARNING GTAnalysis.residmap(): Saving maps in .npy files is disabled b/c of incompatibilities in python3, remove the maps from the /home/runner/work/fermipy/fermipy/fermipy-extra/notebooks/ic443/ic443_roifit_pointsource_powerlaw_2.00_residmap.npy\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:47:50 INFO GTAnalysis.residmap(): Execution time: 1.00 s\n" ] } ], "source": [ "resid = gta.residmap('ic443_roifit',model={'SpatialModel' : 'PointSource', 'Index' : 2.0})" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false, "deletable": true, "editable": true, "execution": { "iopub.execute_input": "2026-07-17T21:47:50.476388Z", "iopub.status.busy": "2026-07-17T21:47:50.476229Z", "iopub.status.idle": "2026-07-17T21:47:51.232464Z", "shell.execute_reply": "2026-07-17T21:47:51.231630Z" }, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Excess Counts')" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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", 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" ] }, "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,-3,3,5,7,9],subplot=121,cmap='RdBu_r')\n", "plt.gca().set_title('Significance')\n", "ROIPlotter(resid['excess'],roi=gta.roi).plot(vmin=-200,vmax=200,subplot=122,cmap='RdBu_r')\n", "plt.gca().set_title('Excess Counts')" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "We can see the effect of removing sources from the model by running *residmap* with the *exclude* option. Here we generate a residual map with the source 3FGL J0621.0+2514 removed from the model." ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "collapsed": false, "deletable": true, "editable": true, "execution": { "iopub.execute_input": "2026-07-17T21:47:51.234303Z", "iopub.status.busy": "2026-07-17T21:47:51.234075Z", "iopub.status.idle": "2026-07-17T21:47:52.225518Z", "shell.execute_reply": "2026-07-17T21:47:52.224505Z" }, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:47:51 INFO GTAnalysis.residmap(): Generating residual maps\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:47:51 INFO GTAnalysis.add_source(): Adding source residmap_testsource\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:47:52 INFO GTAnalysis.delete_source(): Deleting source residmap_testsource\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:47:52 INFO GTAnalysis.residmap(): Finished residual maps\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:47:52 WARNING GTAnalysis.residmap(): Saving maps in .npy files is disabled b/c of incompatibilities in python3, remove the maps from the /home/runner/work/fermipy/fermipy/fermipy-extra/notebooks/ic443/ic443_roifit_noj0621_pointsource_powerlaw_2.00_residmap.npy\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:47:52 INFO GTAnalysis.residmap(): Execution time: 0.99 s\n" ] } ], "source": [ "resid_noj0621 = gta.residmap('ic443_roifit_noj0621',\n", " model={'SpatialModel' : 'PointSource', 'Index' : 2.0},\n", " exclude=['3FGL J0621.0+2514'])" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "collapsed": false, "deletable": true, "editable": true, "execution": { "iopub.execute_input": "2026-07-17T21:47:52.227024Z", "iopub.status.busy": "2026-07-17T21:47:52.226877Z", "iopub.status.idle": "2026-07-17T21:47:52.718135Z", "shell.execute_reply": "2026-07-17T21:47:52.717344Z" }, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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xGUgKl/7sZz+Lyy+/XBhuMs9/KECRS+S8IYccGUNc+J2imGTj8yMf+Yj4JKOKZgvJQUUzaUTNI/0nMny25NgG0h7aP80E0mwphcOTvhbRBmxK5gknnCBER8mwIgqggoIfUIvQ8YByTSko+A6VsvJR9E25ZTRJRA6X008/XTiZyP659957XbqWZD9QhA0938k5Ikep0/Y2SKaAypBzi6KmyIbiz3mikf3kJz8Rz/kbb7yxGOlD2keylia3oaot5wWaiCOQZtNA0NXVJdpK+6S+4vpMNBlHTityDNExH3bYYdhSkOPOttsI5ESjfdCEYDlZBy9saX8pKGzvqBXtTtlPDpRjSkFhAJQ+imqiPzI4KBqIIoPI4KFIKnoQ02xdJZCjhOBlTBxxxBEVHVPkIJNB4de2OGgtYGs+kGHBnUCVwtc///nPC6cdRSrJkPWfBnpsA2mPrU/11FNPib71AtEbFRQUFBQUFGqblY8mhCgaiiLOCbfccovQT+KgiUCiCZKjaXPSCVSWbA2KwKrmOT969GgxmfiLX/xC0PypPbbeJ0+eUm05L9gC7WQTDQQULU7R9TSBSXpaMj7wgQ8IxxQd91BgqOzKLe0vBQUFBeWYUlAYBGgGjB629EchzxS2Tg9jivqplEXOnkHzEsHcnDhmOUcMzTYSBiLMPhBQdj1CNRnsqA2kMUBh9BS9tPPOO4tZNFu/iaKlyNjckmMbSHtID4FA1Etbi6IcSC9BQcEvqEXK48DQVqegoDCCwSetymXsHcxznqKsSdfICzw7H0W/U/TRn/70J0H/JzohRX+RpuWPf/xjUddAypXDtGnTRPQRUeJoQq2ctuZg7EQ7gsruo81hc7bhUNqVW9JfCgp+tJ1EvUNf5bCFckwpKGwhbPoZUdZodkkOYZZnlAiklVAOXsu3JShLHoHoi5sDpRAmpxQ5eiizIDdCaAZwKFIGD6Q9tiFK7SFagIKCgoKCgsK2A+kk/fSnPxURQRQddMEFFwiZAx4ZZT/nSQScnCOVJvzs5zxNgg0keuv4448XfzZ9jqhxF198sdCoevzxxwdcTgZNzhGNkKLHySkja2htzk70iogiQXd+3ARbRoKSvMgg2YmhQqXzsKX9paCgoKDEzxUUqpi98qKfEUg0kkCZUzYXrkwZZshYIV0j2VggcU7SWdjeQFFhNKNG4pWUOUcGRUDZ4d4dHR3ik8K45ZkxSjM8FHTDgbSHnIZU9oEHHhB0Pq+ZW3IqKij4a9ZvqNMdb+ujUlBQ2N6xfPlykTWXIqHIDiJnDelMnXXWWUKL0oYd5UzJT0gqQQY5q+znNkVcUVmKSvr9739fdr80MWbbceQskaONKDqJMgNTXWQr0Ppqy1UCaZBS9BEJh99+++2e5ah9NtWQjoUE0ylzsG1fcvuGsvIRDjnkkOJyKk+QBdHJvqnWIVYNbL0sigKTMRT9paDgP9tJ2U8cKmJKQWEzoKwulP2FBD6PPPJIIbpNWd/ImKLZHztlL6U63txsEqUqPvvss/Hb3/5WZJqhTDKU1pi0Eb7//e8XaW7VzEptLVAoOrWTtLUo5THNbpJBRA4fms381a9+JQQ6idJIoepkhN1xxx3C8KRjJCcRzWKSY8qm9G2t9lDZa665Bl/96leLWYIOPvhgcR4o0w2VJ2cghZ9TamQFBQUFBQWF6kA2S6UoJUp6Yk9S5XI5Yf/QBBZFEVFCEvp79NFHhfPkuuuuE9pJNq6//nqce+65uPTSS4XD5bjjjhPPbtLqJHuCtCwvuugiUfZb3/oWzjzzTJHEhCKyqCxFFFGUDkUY3XfffSKZyle+8hWRrY8cYSS+TpniyKajSCPK9EdlaR9kq5D4dzXlKoFsIDou+iP9JWr3aaedJpxP1HeUuY8io8hJRw47On6y/yjpCzm1yK6k46RJNrI5ybn1yiuviKgqnuiFNDfJhiRbh5xGlB2ZJjvJqTeUkfhETyRQsh86djsKnvZfbb8qKCgoeEE5phQUNoNoNCoEKMkJ5RWGTA4rEvCsBlSOwtZJmPuqq64qLicDjQywH/7wh2Kf2xO+9rWvCUcOOZxo5o/+eAi5TV8kY+nLX/6yEIEnQ5GDtAYoVXSl6LOhbg/h6quvFgYd9TuVpz8OMpTKCYwqKIxUKI0pBQWFoQA5QWjSxwv0zCeHkf3cfuaZZ3DJJZcIzSEb5OQg/UmyG0i8/KijjhLLzznnHJHFmJw6pFlEfzbIecP1p8iBs3btWmFTEXWM/jhowsymyJEzhSJ3ykUSkf1w6623ivLVltscKOMyOWVokoyOn/5kUD2cmkdZ8UgagSY+SSTeFoon2NFmXIOKKIOUqZCyRtP+bFCdpH1K9Q0FyOFH/fjSSy8JBxuPYBuq/lJQ2F6hNKZqD+WYUlDYDOjBTlFTZEw89thjgoJHBlAsFhORVPSgJseUjNmzZwsDS6b3kRPkhRdeEA9vmgWkEG7KSEOzeWS42PvkII0kmnmifcogI4H2Y89kbW7/NHtZrjxh1qxZYp0suhkIBITzh6KTyDgkXQhqC+2DltHMmA0ygmh2j2Ytqd8oPTQZjdRHFMZP4d5bemwDaQ8ZsGTU0XKKjqL0xxTeTmVoNpdm98hoVFBQUFBQUNg8SJLAdiBVgm3LLFmyRET60POWO1kI9OymiKYvfOELItqZotNtzSSa0Dr55JMFRY+e3fTs33HHHYXTShYTp+3J4UXOHMqa3NfXJ7SqyK4hG8TWsCI5ALJNyHlFbVqxYoWwy6jcJz7xiaK+VbXlqgE54yiaiCLFKLKIIrloApLqoCQx1G5u95EDh46ZIsBoG7KdqJ8oyx1R40hPSwY5qyhinGQOyMahqCnSdiKblc6VLDJP/UjLy9k/FG1O6+Q+JtuQ7FdK9kPnI5lMFgXSh7K/FBQU/AnNrFUqLwUFhbKgcHYyGkiTioMigMixQjNOlF64koi6goKCwmCiG+jF4qbEDES1oc0DkzLz+ErvIuF4VvcuBQUFBQUFhZGAWtpOBGU/OVARUwoKWxkk2Dl37lwxg0QRO0Qlo5mnn/zkJ+LmRzNk6sVOQUGhVtBrkPJYETQUFBQUFBQURipqYTuJeoe+ymGL4PYcVUJhqUR1olBREhCkF3lZe4ciS4ifTtksTjrpJCGGrKCwPYNC1MkBRXoKMvbcc0+hMaWgoKCgoDAYUMIJojO9/PLLgnJFNGrSg5GTapAgMSV+oGxoZF8RpVxBQUFBQUFBYVtgu3TSkX4P8ahJPJkylpGwImWtoBT0HKRLc8ABB6C/v184ri677LKK6VirAdGoKHOGn9PH231QLh2sn0DjivqBxtlQgsJBSRPpe9/7noiOOv7448Xnb37zGzz//PPblRA3HTtpXw11Hww30PHTWKAx4VfQ/YD6QKV7Hv6oTbrj7SeTqJ9B2jo77bST0HkhRxPZTZQVi7KbcVCmLspmSro2pJVIz6FyoswDgbKflP1Ua/tpOEHZT8p2sqHsp5GBWtlOyn7ajjWmSAia0rnTzB4JTUciEZfDiosDUvYJSo/61FNPid+UcpbSq5Lo3mBBGcPa2tpEOlpyivkR1M/jxo3D4sWLywpk+wWUxpeEu0k4cvLkyfAjKN0wiYSTiKUtHOpH0BiYOnWqEPaUhen9gkWLFokXWBJttbMbKQxPnYSbG3ZAbIh1EpJmHld0v680prYh2tvbMWfOHOFkuvPOO13rZPvpxhtvFBHnRCEnkCA1Ucrl7QYCZT8p+8mGsp+U/URQtpMFZT8Nb9TSdiIo+2k7pvL961//EhkrHn/8cZdTiiC/ENIgoRfFdDotylJaWZ4+drCOMYJKaar6QEFBwYG6J44c1CLl8dCbagoDxc9+9jPhbLrppptK1pWznyjluw1lPw0t1P1SQUFB3Q9GFmphO4l6h77KYYvtzjFFIefkZKKZeaLy0QwepbsnOh+ljOUaCZRSdq+99hKZzGbMmIH58+cLx9ZQOKZIl8GvsPvA71D9oKDGhLouFBSGC8h+2m233UTkEmkVUrQCRTeS7UT2EscFF1wg6ON77LGHyBC7adOmYvT5YKHsJ2U3yGNBQUGNh9J7pIKCQnlsd94XotCROPTuu+8unFHHHnssFixYgDPPPBMf/vCHhW4Cn4m69957haYCGWL77ruvmAUc6E2CQo7J+UVOr46OjiI33K8aS5Tu2+99YAvIEvr6+nzbD3Yf0Kdf+4Bg62T4uR/oOrDvD/Qi6ycQ453O/fjx40dEJISKmBqZIPuJbBmasPv0pz8tbCiSODjssMPw9a9/HTfccEOxbCKRwAsvvCB0DUn8fP/99y+JUt8clP1UCmU/WVD2k7KfCMp2sqDsp5FhP6mIKR9qTJFYJ2lEnXfeeWI2j4eof+5zn8Ndd90lhKKHWkNHQUFBQUGhEoa71pqtk/DTptpoTH2uU2lMbUtQpDc5mSha6vLLLy8uv+iii4R2FE3i0aTfUEHZTwoKCgoKI91+qqXtRFD203YcMUWzfQQ5gww5o8gx9cADD2yRY4oGF2kw2F5b25v/28dfRUtTEzTNhK5pWN6ZRCISxLreNEbFI+hOZREKaMgZJvKmiZCmoTOdFeuWdSQxviGCNd1ptNaFsLEvi/pIAJmcAV3XEAro6Mvk0RwPYl13BmMbIliwqgsTG2Oi/qZYCEs39iGo6wjqGpav70Dv288gPOtQTG6OY8mmfkxtjWNNTxptdSG8+dQDmLLXYahvaEAml0d9JIQ8TLQlqA0p7DSmHpv602iOhdGbyaExGkbONMWsPyn/92fzaIgEsbYnhdZ4GJv6M6gPB8UxxsLWBbfXxCa8uKwDqVwesVAAnf1ZNMfDWN+bRktdGN3JLOoiZAQb0HRN9BkhFtLRm86hIRpCZzIrjo3aQH2ZyubFMVLX5w0gHNBFu+rCQfSkcxjXEEFvOo+6sI5UzkRrXVi0mTynbfEwsoYhtqHyYV1Hhn7rOsJBIKBrMEwT+TxATcmbQFi3zlcwYJ2DYOG3lQHBKkcIBzTx3TCBuqAuPul3NBxEOpsDuW5tAim1hb7T/qgMrYsH3YRjLZMsHXhUfyjmWtSfNURdVGc6bxa/Z8W5AnQNyNDywn5EGw2nLXSM9joqa7BP6jVxHLB/W9+TuXxJWfszSxUW3NQN0aD4SuvGJqLoSmeKbWgsjBFCHdLsuPuKDdXyWadxmgbr6Aot1wOs4SHn4Oi4dbolWY0wgyHWf2yWRfjS7SMyodFJL9PfVmc5bdCy/YXfgJYrtJuqCeiASWV1mMG4a5t8tL74wrehN13sq56MYY2twpjqSuWQN6x7R38ub+1Dp/NniLFH9wIat/bvnGEgEQpah0LRCxEdBo1NXRPXEN036Dd9JoK6NVZNIBF2+kHPJgvdQI2igW8fhwYzFC2W68vRIk1cS10ZQ7ST9pMvtFtcE7qGjlRWtIe+p3MGoqEA+jN5xMMBZHMGJjRG0Jemvra2pSYlogFxLHRd0vJIUBfb0icdMx2rKFu43ui73R9UJpUzxP2oL5tHPBhAVzqLQOHeTOUjui76c3Q8LO6hdZEA+tN5jK4PizrofhIJ0vgijr6GoEbXu45soZ/p2qb68oaBKGgMF8aNTn1P964A6Cqk5wFFf9ifdn/Z9zV6buwwc6aIqM1ms2IZlaNEGQ0NDRhuqEUWGOp/hW1vP1FG4XL2EzmmHnzwwS1yTHnZT0+/9hZGNTchWLju07k8QoGAeGbTOKNHC91c6N5C98BIMCDsAbrH0GckpIt7DN3v7LlSugbpHhiie0rWEGXEp7hvWLYEPfNz4hlJ92ED4aAubIk43buo/kBAlKX7k4HCfahw/7LvUfRJ7bPvXXT/pfuFde079wFx36R7d94o3GPoGK37P9VpFp67kVAAQWhI5fPimUrPCPoUZfNWHxj8GE0TQWo/2ZVU1nA+aVtaT/UT6BioP+1nj9i28AwKifucdYxBehSItNvU96Y4fvqkbakmOh5r2+LjVtwWLVvCWsc/7fu3eD4ULnP70UM12uvEfgt2RzgcQiabKxlDolfZrcJlPhml5W1YtoGFrMSGomOz7Sf6n20d0PJysNbZFoTzWQ40Bu0ytFuvbWx7yywck12mPhZGOpMVv2mMcQRFjYU2ZR1bSjzHXQ32iDIR16FZ0j8l27jsJ6lu+bdruYeNReepaMMFHBtOtMfpGSMYLdpPvelscZNMziyMrdJzST+Nwlila8C6f1jjnK7Fggknnjf2OaHrxR6r1MX22KV3ADa8xTVY7BKT7DRmRPMzyvoyI0wqa99kj9v7IduFvxdQD9H1Z13vZH/Y1711XTZGrXchYQ0X26eXXMu2fWbbKpbdby2z3mecexDZ80HNurbtdxjrfkLLDHFPoPekWCAgPuk39Zht19AuQkHrPkv3NuseXbCX6F1I3E+ssrpJbad2GdACQZhkJ4l7MFx2k3sMmaJMd1fXiLGfapVBT9lP27Fjascdd8QTTzyB1tbWEoMrHA4Lo2tLQFn7br/99pLlsbp6xBIJdKWywokSywURCwcRM8OI10WQDVqOKboBiJcrXUc6mEF9fRTRTAANDTF05JNoaIiiX0uhPhoSNy66mdAFbqayaK6Poivfj5amOMIdeYxqqUcP+tDaEEV7JiiMKnqRWrZkMZ7/zXcxds+XsM+XbsKKPg2Tx7Si3ehCZvU8LLj3ZsyYNQejp04WjpzxjVGs70tj2rgGbMp1YurYVvSv68HktgRWdSUxtiEmbpR0kycH1OruFGaMqkPHig7sMKERfau6sOPYBry3oVfU1ZPKYVW/hqljRwnn1YzWOry6shO7TG5G55J2zJnSgvmru0Qd7X0ZYVxS35BBSI60t9b2YM6ERry4vAO7Tm7G/LXd2Gk0tSWFxigNOQ39mRxG10ewsjOF2WPr8crKLuw8qQVvruvBTm0JrOhMYlJzXLSbDLYJ9RG0J7MY32C1b1xDVDjh6DOVzSEeDoqy4sEQ0MULdXMshE19GeGwowdCSzyErmROvNyKm3/B4NLJmAySIZsTzrxkJifOfSqTQ319QNRLZekxYT08dHFTDocsx1W9cNDlEQgErJfbfMx6qIibcgBGPgs9FEYOAVHGLhtK50RbqS30wCGjnPYV1APiIU5jiJyGTbGwcBrWhcnINortpoc7ORJ7Ulk0xsLo6M8I52FXMiPGML3I05ii+umPztPGPnKehrGuJ40x9RGsJ2dnIiKciGS80ksDgfqO+rAhFhL9MKGhHl1J2k8IAdgPWwMxLUuv9TCMPAJmAkaqH3qsDmZfJ/RYA4xUL7RIHGYuaxkwhYe4HgzDyCShR+thpPuhR+Iw0klo0RjMXE4YOLaTyupDAwGKBshlrc9sBoFgCPk89apFtRJlNR1GPg89GLLqD0dhZFLi0+zvghaKAPmc5TijfeSyVvtSvdBj9cLRqkdi1jahCHLBaPFhS9/pZSuVyyEBHR3CWWs5YBsaNdE/5MQlJwv1N70cbezPYGx9RDi6p7bUieuRrrGNNC7rLOcKga6LZNZyMtMLDzl26ZzTJ71ShQOWAygRIieVZbQEjDiMbEa00zpW+qTfIRjk8Cu0O5izxmw2l0fU1Iv10riJ1wPdqRyiIR2BZFY4jOnFrCOZxehEBCu7UphA95eeNOJ1USS1DFriYTFOhNEdpWuAHEbkeDaEQ5Pqo09yUFN/0Ji2Xm6s8U3jsC9tXTfdVIauk/6MMNyM/owYs/b7BG2vp3Noro8AyawYlxqNQ7ruyfGlkzPMeimke21Ao7FJkwI09gMgP57jmCLHm2N4Wo4p6l19s44pe7u5c+e6nhuUDv3nP/85hhvomhly8fPtKvbanyD7iQTN5SQwtj1VK/uprr4eiYYGYWMkaDIuazmD6MVMOMHF49B68UrnyfkTQLDg9KZP+k33wkDAermie3lAsxzM4p5KTumw+9N+tolnZ+HeQmWRtO4lOt3nItZ9ju5PdM8SE0p0Ly/cn/sy1iQa1Uf3LLJhGuleJhxrlnfHduzQ/ZnqIfuDypKtSPcwWm6/fFLTyTYkp9TokFWmkU3S9bB7It1a6FlOx032S0/aer7aZa1nflA4y3i7o2zyj8rQNvRJz45UoS3i9ZMcXQFdLKP7NG2TEGUse4nu2+QooXLiRb/Qh+RYIxuIypCdZtlWlqNROOxEW+gF2kAoGEAuR47FgKgvFgoik8uJ5fRSW8fun3RvzVE9QcsGCha2pfu0ad9zaYKFPcedZ37ImkAp2Fj09LGde3TurQkfGkM5hIOWXRYJ0bnJFp6dlhOE9iHaHbCOkSYfub1H29CxUn/b556eH1afhYRdVhcJoT9Nk7h0bqz+FpOiBoQ9R/0g7K9C2WyO7Mh68Uwie407HHQjD536NZcTzqx8JoVAOIo8Pc+DYZh5cgCRp0UXk09aIAQjm3bsGrJVyAYge0f4WJz+1qiv7D6ksW/bnuIZlxd9LM48PQe1gg0XcPo7n027bazCRJ9wquTSBRuO2hAv2lhUhy6cFtYMsRmIFM+9HqFzYz2baX/JQn/T+LQmo0xXf9eFQ9Y1VrBV6Jqja812spLTVTi6adKPJqwKY5XGGNUr+rswvsXVQw5b4TvTrfFHE+S5XGGM5QrtLsz8ku0pnD2WA4rGLNlPpkbn1zoOumdYzjLrWqMJejoWcS0X3iOL1xxdIwEdgSj1ReG6zxviHkTHRPcEGktkG1G7ixN6hXFiT+il2bUmHOBpqy1kGwpnnGGNWSor7L1C/XQfERMAwray3jXERDBN4JMjvuDoEvfoguMrKq5hq15xfzAtZ6S4Vis4piznoe29tr6Lfh0h9lMtbCdRr7Kftl8q31//+leccsopuOeee4SulI0lS5Zg+vTp+OxnP4vbbrtt0PWnUikx6yceboYhePCzZs3CbY8vQCxRLwwZelmi2Ta6mXDQzcGG/UJJIMOhXJlK6OrPuH6v73ZmS7r6s1j32hOY/7tvYvwBJ2CnUy9DLt2P5Y/cg2WP3Yu6sVOxz5W/FDdAG41xJ7qkiX0n2FFQMrzaSs6xPSc24aUVncX22CBnBYd4gBcgzwZ5gW9DxqWNRNTdbn4cZKjZGJdw62DQy6oN21iRQQ8Ar991IacNsZDTNjI86OHp1O1sTy/ExbrkiKlUeQ0iM+qeGehlU0XJnFM5GVHl9ilDBKkUQA9pL9jOJkJKTF0X9i+iX8ojEXH6h5x/nWy8NkdZ3xlOdJietPTZCBo5ojxm5bR8xnOG1CzMsInvYSfCzAw5mkZmwcFVFhVmBoUzqlwbPPZPyMebizN+FC1oY1PS3XcU+Wijl10jZOjbEMYAQ5SdQDJibLSy8UyojzjlGti17Bp38kwzm/GjKCmn3e5ya3ucfuhK58q2m0CGDkVX0lgiw77YbnYP4rORMvg9kgw9DrrXloN4MSzTV/L45NdyVGoDRa7aaOQBeOle57t4Gao8g9zd04O26bPxzjvviJcMYWjrupjti0bdY2Y4hKPf3jwTsUrX0SCQNPL4dMd7QmNnuM2CjhSQjtSNN96It99+W9g1Nu6//34hgE5OpU996lNDbj+9/N4KJOobii9jg4X8vJNumUXwSBjpVuV6flZrh/D98O92pNJAQC/OdC+kF1eC5faxUGXTKsKrT3hbpdula4af7DtnebX79K6bXs7L7oecA2Uipqz62Pa8DfJzmT/P2TONmUsC5BC1MZg3mkoBENxOZuZTif1sevQJOSaSGcv2oElqjiC97NttyKa8bRd+UHwd/y5FTLnspICzjpwrA4UmPxM9BLxNth/rd9gVMWUjzU4gRSF5Xdu8i+Vxz88ZH3fcNudjXf7tGncVItSIzVDOfubHII9BDrs55NSm9wleirfb67om8Kr5UPCKCBSHwO9pVd4b+DqKNuOI8L5k12k1Y6O7uwejJ08b1vZTLW0ngrKftuOIqRNPPBG77rqrSHf8gQ98QMz85XI5XH311UIUnTysWwK6CPiFIAsZk1Hj5dzYmhizx+GIt01AqKlNeKBf/dGl6Fu7DJMOPxVTjjmnNGRyCEF9sLSjH34HzUoowOWU8itohs3voOgCO9zcrxg3btyIcLroNQhH5y+vCtsGl1xyCX7605/i2muvFZN7ZDNRlNQ3v/lNkZ3vjDPOqKn9tD3YTtsaFL1gmOpaoIgNBQrgkybpfAhlP1EwQ95hDPoUI8F+qoXtZNersJ06psiz/s9//hOnnnqqCEun7DLvvvuuyGjwpz/9qSQUsDZGBbYL1E+cWfSIjz/oRLTO3h+xlrE13y9ddERp29Drb4eEHTrrdzTFw753Tg33TCJDAaEJJ26O28kNUkFBwYUxY8bg3//+N84++2zMnDlTRDO9+uqrYoLvoYceGnDW4oGC6Ft+h6VzY+nB+BlCh0vZT4iFnYgpf9tPHlpWPgFRFHNydLaCgsL275giTJkyRegkzJs3D0uXLhVG1b777jvgVMaDAWkGZI0sJMbaNsfEgz+y1fYlhPx8blRtLkzWTyC+vN+xnTGetwlUD4wc1CLl8ZbWt3HjRiGm3dTUJP4UBocDDzwQixYtwosvviiEyilF95577rlVnOukdyJTdf0Ida9UTkobpEnkdyj7Sd0URgpqYTvZ9Spsx44pGxQdVesIKRvdmRwy6ZwQpyTBTlvknIP/9poNk7fhOgYcsp6S1zZcy0oG12fy2o/cJl6Ofyc9peJyjTI16GgtaDnxNsgaU3ydV1t5O2UtKrdul7vunlT5tnIOuaiDOQ1cejNsP3KYJOdS81Uyl9uL484pC3kpbD8oZ0ex6yu7tNAezgevcIfia/jxyVx6/iudd8r1Mr0hGVzrh2sCjSJBdeaccu2Ka0cxXSkt7aZ4mP2Opk++x9GiMvp7XOV0UuMuIDjaSStrRJ2ZfoNpT1kbVXkbY2311FmQltuHynIKWrvUvPWQQrpRdmzI0QRZzSyr6STfWyiTkw3+0kcCojbCsr6EhyaBDK4L5b6u3P0g1gkRUSZsKV0HJZoLrN18bHlpSlXSqUtJQjLZZHmNP655JdrHj4il+K1nWQu1fmc8inLpPudHoY/1lDN+FYYeq1atwpw5cwTt7LrrrsP111+vunkLQELHBxxwwFbrQysbFOkWEt3XWjYYxm+lbVyaMuxuLN/KB8OI8NKVqvYY+D7thCq2dGXW4PUNrd5UtW3ljgG3pI9WoR/Yd4/lYpsq2+rVPt4c/kyrVK6kbv6jynPmsoUraUyxclxHSOYTcFuWP3NJOJvEvDfbNJcOpzQZyDQktRzT92EROCXam+wZZ5rOpL4m20s1dFhz+0n3upZ1b4miLW2ZTC12mRGu8z8I3S3pZPLj4Lu1y4msoFXq1sn3hkqaetVcY7Rv54e7kFHlPYnbfS57M+OWfXFpdhbGtJZnGScVFIazY2pbYFpLXGStozTqfgU9sNvqItjQ528qn+L8WlB0xkG+7YwwUOYYcppxMX2F4YlapDwebH300nz++eeL1NFbmjVOYduisZAJ188g+8mi8m1nYfdbGbXUQR1OoAxnvocaC8VM1iqccnijFraTXa+CBSWcIuHt9b2+dkrZkQ5LOljUgE9BemMKpdnk/Ag73a2f0Z3KCQF0BYWhxK233ornnnsOP/rRj1THDnP43SllOyLUZA5FvqhnJkE56JT9RKCoOaWQoqCweaiIqQKSGQNmKI+dRyewojMpnFODEa+UKXWcxuZFYZPL8XWcOleJrudK2SuV479JA6Lccv6d2jmjtQ4vLi+dvZbrdlPxjLLlKulVVUtBdNEJs26DJx4yytLbeH9HXLlh3dQ3TmHizYkEA+hnL+J84os7tzPy8YXiHsfj/u2iUlbp/HGlYzadlwBdosTxsPBgyKG+BaOJ8uG9UhhvitEqTSmEPckoW1EeAs2pcr1drrpzG1Y5++na5JRj9D+roPM7H6tzji8Q8jb0eIriSsawV8pk9t30mLXQAwEEdKdPolLsf2PETYW1EcmVp5wNVsOM0zA4dS6vm57RfjycXU4BLFPfyu3HRnMsJK5J7pzi+5GPr4uljfeiiVp1lG2Ca8xVElXm9wNZ3yZr8PPCUkXHnPEUZ9cHwfSgSowkbC8aUwsXLsSXv/xlfPe738XkyZOHtkEKWw1m4d+oukhVzqlB0e1cFVQYdxJVZcD7kWh5VbVHsuWCul60HdwSAOVpfda6zbdnsFRDT5q3vFLbPNVNttm8HC/BQACZXG6zx+cikFeg5VcyxyvZkV77CnCid55R5ZgdI36zNvHvlR7f8jq77fI7hec9k1H3xH6zqfI0P07/Q9i7DvYcLJEx4IcrHbtTeYUYhiqogGQ/acyoCLCxX2Jz6d7SGlsK19F56XRUAD9fsqQIN8HKjdW6SBBJ8T5X/kD4NrJtyN8dKup1sb70KpaX98/72HUu3OU01ns6e7cKBqVxx8dq8WSOnBgYpTFVeyjHlIQ31/UMyQ1wOINeHMs5pfwGWxfA75AdCX5EnhnYfkVH0jKIlUjj8Mf2QOXL5XI499xzsccee+CSSy7Bm2++OaTtUdj6UBFT1iRaxucZyAjcKeVnqMh7ZT8R+goTdYqAMLyhqHy1x8hxYw4RZo+uRwOLfvAjKOpo38kqKxKl+VUA6jyiavyEQFD1AUVM+f3eqLB5dHd3u/7S6fLCp9/+9rfxxhtv4I477lB0lxGC1jpp9tyHoEjtuHpmIhxSzwqZpeBXKPvJiphSurUKCpuHenJIWNbRj2QhQoTT4yqFC3O6XaVMfl4UPUJ7r2O8d/ZL9KYCYuFAVRmsZARYqG2c1SHXJ2ttOWW9jU0rNLVyZI3czkQ0WDYbYKXsfXwdzyQmayAR/a5Yt+u7u+5owDujnY1MNucZ1l8pdDzNQpY5jaokMyCnfPEfPARbDitns5Bapq98JjGpDjPvUCvCLOw2Jjlb3FnVnL7rSWVd0RDuTCdGeSpfxgnnFaX6nCx9JqNHaVE37VFjWfm0cLRsKHkJvYr/5tlrpL4zwg41EHL4cZn9yBFTfJzE7ZRL9masfzhtlPdpr6TPxGlnnIJa7X3HRXWTojz5Jnzcye3mPRQJejtiKZRcZNbRNRf9L8uok3LGR55pkN8bZLodH08yTdcrcw8/Jt53cgg8r5uPYVf/RJ0xR4iwbEZ6JmnVkxtZj0rqv6E2ku36Jk2a5FpeLsveK6+8ghtvvFEsnzVr1pC2Q2HboTeVLRsRUIGtUzG2yMvCcbGPSpgp5UPe5WxYXo/wSpeF1z2Ew0oQkS8+EwKsPbzuvEQ5rDYS1csmqWQN8ueTnEGwmuNz0/qq60eKiKwmOsTcDIW8HORqPftOpqZx6hu3s/IVbC6WZTfAnp9E1+RwZWquYEdWgxI6oRelnFMLpee3yWmRHpIL8m/Ngy5iyoOLyydUaT950eDkvuFjgFPY5Ax7XkPFdU1UuJg9aX0V4KbvSbRMj2x7dtXZXB5kqpg8U7NXf1doTqX7ZSXJAxvyGXJTcb2z9/F1LhpywG1LB/nkZeHdwwyNnKx8tbCd7HoVLIwsa3sI0JaIYF1PGv0jVFukGpBDaFpzHPPWOM4EPyIaCqIvU95J6Cc0x8O+p2iIGT85hbPPQI5sMph6mHaUgoKMFStWoKGhofg7EnFSldu45pprMHHiRJx++ulYunSpWLZ69WrxSZn5aNnYsWMRjTLntMJ2j2g4gKzPk8eEA7p42UsyXT0/IhQMIqvofCLyvt/ndiTZT3mfS2NEQ6S5lq/a+aqg4Fcox5QEimSqJNY9VFj6+vPic+ru+2N7A0U6UOSY35FWRpWA0g1RGgnW9aBSHY8UaAEN2hCLXdgzr+SU4o6pcqD1JOJ6zDHHFJdls9bL21133YW//e1vuPvuu3HQQQcNaRsVaouceusSmkI8KsKvoIgpBXqn8LdTiqA0Oi3tOZWVb/ijFraTqFdFTBWhHFNlUEu3VD6fw303Xo5V772JXCaNQ8+5FHscfzq2JxCVqDUeFpkJ/YxQIICclB3Fr7ohfndOBQIBd7i/D2FTDNP+DgRQGAL86U9/Klm2YMEC7LrrrrjssstKqH8KCsMFgpKha8i7qPH+fGbm8uphEVcRU2Is5FmmZ7/aTyS/4PfkWgoKm4NyTDENE+LRN8dDyBgGAjlNhGRzcP0SL70oCtXkSDJdGdrm7cf/jq7ODhz/nT9h3Vsv471XHkd7bwZG0wQ0z9jNpc2y6pm/I1rfhDG7HQZN19HW4KZEcL2oasF1pZqiobLHRjdQ0nGivpC3kfWi+LHLx+qlkZNg+63nelMh9/FwLakQ18mSyvHfXEOHawK5NJwkHSCumcBTsZqm4dL74eXCnLLvqhlIsVljnfHOS/QceL8wHSiuF6Xl3FpNnloIbHuxHdd74qmQc065UMCtScD7i3dXMpNFlPcXa7cZcjSizHCsvD4UHVOM6TvVOdEUgebRrnKBxlanvmCkvF6CnEqZ9xHTODCD7jaYXFdK4sWX257DMAyEuS6CpNUUYLmCQzk+TpzzENTd/Z1k9wo+tmQ9Ja+UydVOsLi0L6TByrXX+DmX+e5kUNnnnV8jvRlvK4trv/FrlOtSEbr7c5vVqZPvdXVM5yrE+l6O2OCaVe2FrIKibRU6r57VHYs2Wm3OjKwICD2guc7PkNSpZvx8C63wj57Z9nyWXuVssF7h/uT1KlsptbrXPVLWIapmuMpPA5fuEtdd5FaARv/R/dJuD7MBeIZ6nl9+M9oxXm3i/eqlPVW6ffnnvLydS29qEFpYZD95FeV1uBQrvTPZu1By6+K2UAWdSfBnD18nl/Oqm33XJVvBZc+xAyE6o21HllwH3K7helF8uVjHn3/Od5PpIbrqkuvjGmMlomzlj93k+5Q0pUwPO6mS/cS7h9vV/JqQf/NxIstPejl4huKxxs8Tt3d4E+T3ms3p4VnlNeTZqM4xHSd+H6ukycePW75fekVkuZpard0oXX15dh/LeOjoEvh7c6hggxvBkTOxXQvbSdSr7KcilGNKwqb+DLI1DEdfu3Ae9vroBQgEQ1j52lNY/cazMA0Dy1/6GWae+GlMPPikYtmOd1/GhjeeRN3YqdjlnKvRNndPbA3Q0auIfPtGoaY36iIhIYDuZ1iGihoLqgsUaoVwOIwpU6agqUllhB2uSPlcV0mAHhMjy489KFhi8+qZSdkJ0z7XVxL2k89DhbySMigoDBbt7e24//778frrr2OnnXbCpZdeWrbcFVdcUTY78r777ovzzjuvZPmmTZtw3333YdGiRWhra8PJJ5+MHXfccaudqOrSuvkIk5virixPQ41Jc/dH47jJ6Fm3AmvmP4/jrr8L+194LXY9/3oseeRuV9k5F9yIfb/4C+jBMObf9Q3kpExntQLNUiQiKsWtggX1sqFQzEZSg5kihW0AEmge4r+SUL8BggwfEj0nKp/C8ASPhvYr6B6p7pPKOWdD0RkVxH1B06qOclfwl+00GPvpjDPOwOzZs/Hss8/izjvvFLqcXrj99tvxxhtviAzI/G/cuHElZV977TWx7p577hHr33rrLSGx8Nvf/hZbCypiqoBwUBd/yzv7xWxXXTiAiDRQOC2E6E1c1M5ZnvekuvWmcqjb+RAQUasvn8XeX74LXVoEXV0ppFM56OE4+nrTyLP6wmN3xMwzr8Frt3wS7zz2N8w48rTiutGM2hcOOo6kvESV4SGnnGInU2qKx5M3sbGP0j5b23FHXSjupkA1xpz6eBYaftwymgoUQZk2I9MEeSg5XyenvG+MhMpShjg1jX8Xv10UPWe5KVHvvMpx+pgm9WOMhVfzkOfSsHJnDGlZVl/WEZ7Xk13SNrmqQr9LQsHtullmuXBY86R1uZaHKZsIq4OtyzPfth5OON/rm1116ElGT4w4/aM3j3WVy4fryrc7m/SkNxqdG5364vXF72bE+S5+s7pdIfCuHck8OuvATVNnAfQUzuv9EHFTKrwTowfZOfIKc5dTFPPdah60V7kOdxI9Oexa2yytrzSFs+6i+HlRbHloMi+XkujO/J5E6ebL3dNkKh8/Xtf9TZqVtWnRhH4W9NfFOkXub2482rUlPSiGwxUk3kkinkNapwoT8S3oEqK/7mS2+Nyu5MPm13zF9OecxszuXXy5TF/hdfNr25Q5Q2y8DsalKlNdbOTyhuse4k0ndHcQv3VVEkn2ohO6apapQLw9FehILhuH74fT2GX6H/vuarZpeu6X08dc7ZGev7w+r+1L6uNyBzLt3yNqh1PdKoLtp4Ryz+n4rCODJENR2E7uO1drGF1Ok6UGgrnyth0rZ0rSDF52X0nfcRkIXrcW8rYn+XnyovUxEB2OH3rl+S12zfIekjaSKWROMW/5DK+WyhRLFyuT3yfYPiteO2w5EwcR9yOtinuaTOvyuh/kJWoLr29Ln8dy93IKovumLfcdl0Mppf4Nd9TCdhrM+brkkkvw+9//HqFQCH/5y182W36XXXbxjKiykc/ncfbZZ2PatGl44oknLG1dQERNfepTn8Jhhx0motprDRUxJWHHtkSJ1lGtEAhbjqVsXxeWPvBLjD/k1LLl4qMnY+5nf4Tph5+8VdpFHOEpTY5ekF+hM10rBX9DL9yg/X49qGtCQUHBC03SxJUfERKTnOp5oZ4VCjbUWLAE4FXmNYWhwqGHHiqcUkOJxx9/HO+8845wetlOKcIXvvAFQQWkyKytARUxJeHdDb017/S1856FNmoKos2jsfbl/2LZI3/AqN2PxOg9nNTZMuon7wxNDyDVtQlRJhBdC6RyBt7ZCv2wvYO8xwokXDlyZjsGi3wuW9XM4EgGCZgqjCABzyGe9eOiygr+RGf/yBG5HSx4BL2foeynypE9foIaC6oPRgpqYTttDftp/vz5+PKXvyzs+JkzZwrdqFGjRrnKPPPMM0XtKY7JkycLWp+9vtZQjilGFSPK2i6j67G8MymcM/L7uCu7FVspU+c4ZJpfz6pFePnXN4oIqGBdK1rnHCb+0qk8cgUqHE8zzDNCvP/i45j/q6/jgGvvRqx1nKAG2mhJON7NgBTpI4ecOu12vnO6Hn2f0hzDuxv6SqhEUUl7Ksgu0F5Gj+kN5T3pNZy+18Cy8vH9VKLy8e0JXA+LU5N4GL8cGuu6r7BQZldYeSiCfDZdnorHsttphtuBpeXSHiHm1RntGjlBitu4RcfNLKuDT05Lod+usG6eUYW1JyiRKGIs8x5HkGZ/q0h9zfdpxN1UvsDY8reavFQOPJMe768K/ejKAFiIQhSbhJ2MgfLvjFneyRSSQ78LFMtAJOYaC3IGHE7L473KGWhyFp+Yx1gvyd6oVRem7gU3Q1OitDI+QsDMladDiHtIUDjGZSotp+jpLPSfkPTIiCcj5+H4HEzW0Urgbe1ntOOoxMngP21jIenz1O8KCpVAj1q6T1HEVDnn1FDMbXhlJ+W2WKV7ixyt4DJLPO6l1UY48JcKkoSg+3Q5bUZenWyWcXtMK0OH2dyzwpM2J4Hbg/L7FX++eNKe5AVetLxgyJrQKYcqM+K5kolVypzn1R658zykEAZKTZPbRvB6Vw0EdOTMKiY5eUbhElqe25Yplgsxe0dqtyszs+k8SzW5G72OnduNkr3jYmZ5s+2gFfo7EAojn2P2BdtPJXojp9EFJOqsN43Vm3Y6GLgz2rFrT96vx/i0j5Wi7skpwO0Lrxdwfi+wMPAbqFeWzkq0xWrhzgwoySfwBJlaZRtPoRTd3d2u35FIRPxtaWKZsWPHorGxER0dHbjpppuEIPrvfvc7fOQjHymWW7Fihfgspz1Fy5YvX75VTplyTEkgp1S69K4wZJj3u29h9mmXoW6MxdO0X/a8EyM7aNlxLwRjCSz97++x85lX1ayN5JSznVJ+hssR4WNQumO/I59OUjw6/Ayz6IBVNJXhDk3Xxd+Q1qkiA3wPv2dvJaiIKQueTimfISdpKvoReZpQ9XvEuWJgjAjUwnbi9tOkSZNcy6+77jpcf/31W1T3Sy+9hBkzZhR/f+Mb38CRRx6Js846CwsXLizuM5WyJuLLOcJoWTLpaP3WEv6+U5TBmESkJHJnKLHPpT/EuL2PHtS2FLUx6dBTsPbFh5Ht70GtQCLIM0eVF6H2EyhiSgGIhJT/mq49v4Oc6I4jXUFBQcGNuBTN7EdQxFREaUyJiCkF0hxT1wRFTPkdQqdUpeVT2AxWrFiBrq6u4t/VV1+9xX3GnVKEWCyGr33ta8IRdf/99xeXx+NWZGY5B1R/fz/q6raOX0DdMQtoCIcQj4REtJDInKBpSEtaAXLIog0udBnQ8yVGCv8ebmoR31NSBjSe5SvPZli4vk8mlUPbXsdjyUN3YeX//oUxbR8vux/KouZqtx1PKYW988xWnFJH985NfZlili3up5Mzb8mZ9IrtrhC5mWDt4zQaObMYN+54uZIMXa7Q9Oqcil5R/Bqj6Bm5LHROG+OUP55FryR9BSvHt+c0PJF5xTkOIxQrH9ItOQI09oA3eUaWoNuJZgbD5bP38RBxKfSY09F4qHYmm3N5sHkosOuUsVkEk2XoE/Vxih4/vrDk8DE2T33kxy3KJZqczV2Z99x18wyCXteybkoZ2gr9SCmfK2UFCrD4+JDHbEopVRVlaacBOU9VNRQGOZsR+21UyqjEqA1apt97TOu5olEV4/3KaLTy8fFjovvq5qjF8v2JU4JkUeUsG6AhndEJpXuI6z7kQeWTNdRSeec6SIatdvfylH4jAEpjSmEoQdc0/eWMfJGqUm0AHb9zVYotcWfKcu+bw4vaV8LqYr9dlLjNtNcpx+7ZbCOi61D7ypkiXrRsawHPeuXNy/PO8uddtxflr1I5L3jnNnQ/q/KZpDfVictfVKD1uZ5DfF3J8473V4UzyG0hr22k57eLIlehbtf4ZM3O5XKe1ErNk8onvZpx28rV1gqvcF72k3zOuR3J7E2eiU8+51UTswpt5TQ+qwJm58kUxCpodJXKVRzCFcaQq1ilOrz24zWmC/sxiM5pUmY+9q7FbTNWVVZqgaQWUhVcWf7YclemQznroFYlfY9nE5STPLLf9n0xPYKy8tVaY6qhoUH81Rp2dr21a9cWl02fPr3oHGtpsXwVNlauXIl99tkHWwMqYkoCOUe258wJ4foWjNnrA8ilnJfIoQa9YDbH1WyXzvSK/AwVMaVmf20DshYhzAoKCiMDJc4WH4I0PoPqPqmiZApQEVNkP6kYCKExqu6PCtsJ3nzzTZeDinD44YeLz//9738lZTdt2iTof1sD6m4hodJsfq20a7L93UBYEoGugJmnXVnbNplAf0bx4k2lkSCQziqNKaUP4E7EoDC8odEEzBDP+mkqK5/voRxTVpIcdaekKA9lNxCURqfSVyraT/SnfPfDGrWwnUS9NRoYL7zwAsaMGYOpU6cWl61evRrXXnutiIo69dRTi8v3339/HHDAAfjRj36Ec889V0Ru0bi98cYb0dTUhPPPPx9bA8oxJYEyy23N9K7v/eXHaH/3Zex84fcRa51Q1TY0ULJ9XcjGTYRiQ8/5pMtDGZiWpo4yMIFwKCjofH4GRQpVk1hHQUFBwa/I1jBxzHABBUUoH74VYWvKtHQfIhgMCjqfn2HZTz43oOjFSr1QKAwR7rzzTrz22mtFTah3330Xl156qfh90kkn4ZhjjhHfSUfqQx/6kHAs7bDDDujs7MRjjz0msvQ99NBDaG1tddV777334oMf/CDmzp2Lo48+GvPnz8eiRYvwl7/8BaNGjdoq5085pgpoiYdQFw+htS6MNd0pkd5SdlBx/SJXyl32vVTfqfydyN5m91M/g6dv/hze+r8vYrfP3ozE+OnQ9WxZ/RO9sE0+ncILN3wUcz/+NUzY77gSjSl5n7Gw85uX48fn0lnRNFcaedfxSH3Cdbh4HVwvStbc4TpVXKMqKulVudc528iyVtVEx8rtzjMtIX4RaJzMbeahZZnuDtNM0Po6nGISAdxkwvQ80sbMOLpUog4mDhocPdHZhmv4SBoCBtNq4rpSLk0pgoduAOfVc30hsQk75zrXNDAs3bXiOtbfptc+K6Uu5toF0vG5TiVvH+fsS/oLfF8m759Q1DvFMW82G0BByZC2+0i8bLAZ4JIhF2AaSlxPq0IEZpDrInB9p6ykzZFj44YT+vk5krUm2LnQKwiWa/ls+f1Is91CB0KMMQ0mnPEdZ2M1FnHrikWYhhpPF9zQ725rPdO362VZvXh2q56Uuz38PhZiummSBB6CHjNb/F7VKxnMXH+qt1Bhf295vY7hPes3xFn51EuobxHUNPGMiIeC6CncUwyN2S5Sea5rwiMxS2SXXL/4ygpveFVGvfO4JpPZA1zeSZfsBt5ujR1fgC8vTOzZOixezak0AVrJpqmoU+WxfdUaPEMIeua7dKX485M9d1wwKmgRcRtCti9c9g7bXO4IL70oLw0nuZxH20QxVs5lIxl5zzHg0jqtoB3lGinc3uGL5bq5lhFfIYkCmV7HznUqK1xuLhkor0JmlVqZou+qey5VYytq1UbtydTbanTF5PO/mX1pZLfSuwJra4CdowCza2XmDnfwcjtWftcz2H2M39/4cvmSCAziHuTSm5I1pth+s4V1qRGkMVUL22kw9tOECROKIuU333yzax13Nh122GHCuUSZ+d5++22hgfiVr3wF++67r+s9z8bkyZPx+uuv48knn8TixYtxwgkn4Kijjtoqulc2lGNKwuqulKcwci0Qax6NQ6+6DU/e/HmkO9YJxxQZapV0rlY/+3fxqdco60nOMNCT9vcMT1lVP5+Cbl55n892KRobe7GQhVkVhh2U+LlCLcAdy34F2Y/qeaGemTaU/aTGQnECW1D5FJdvOKPW4ufV4rjjrKCUakD+BHJE0V+1UZ7kjKK/bQGlZCthcnOsJLtUrRFtbMXeV/4fWnc5AMmNqzH/559Dz4p3Ssr1rV2CN39zHRb/6xeYfPS5GLtnbYTIKFqqrU6ld9V4BjsfQxnZ7gyKfgVlKNRCKiGAgoJCedTH1DOThM+DNZhRH25Qz0wLyn5yR+D7FTq9T1QZDaag4Geoqe8CmqNBJGIhrOtJIxTQBSWkdwgEwDm1j3/n9BW+rqtfg2bmMe/WSxCqa0CsZRxG73YIph/3CfT3GEitX4a5516NyQd92BXuyWkvsnA5L+dFLeSL+7MGFnf0FZfxbbLS9pwGlR1EhBHfnlP3CDEXfa98amYC/1mtT7GaYkY2DY0dk8bS73L6nkzRM7OZsutkMXVO5XPx75ltL1O0zEhdWdpaxfTJfJ+cdijnoOXnj1EDKQTZFWbKUyGz3s8zDkRAdzs2+QQDb5kd6lusmkUrBiJO6GiQ08TkcH8vSH3Hs3FzCkTQdOrT+7tc2xTPuR5wp66WqXO5tLMND8+ukM6ZU+e0TB9rg0MTFetYm1xjjY2fQITRP2WapxetUxoPrvZIVAsjbdMLNZBySLGtbL9G2K1315Boc/Ybry9+T2bdFMuOZLYsZY9HX+Slewu/33FKjDypEGU3C04v5pHlnLpHyOVL73fyfW+4g2bQeKrqIamTc6AUfAW67uivL50tPp+HIuDYK7iAqINeVBKdUexcKdO1gadWl4d0oIrtubyB3L5qgyX4o6babXi5ShP6/NlXy+ANI5N2H4gXlcuLsi/R91zrqn3Bl8uxaN8Syl41dVdJR3PR8irYm/yp4mY76VVRMSs9lnRue/DvVR4D74dKve1F1xTrCr+NnDvbuavv5XPOpR6qPBcuWYpcZvOU0ZKDkF8qystfVKzCJQNSOm7NbLJkHPBxwm2zoCRDEWP2OLeFctJNjbN9OH2Po4QQxMcWpwlLreXr3FXIdEK+L3PEOWdrYTuJepX9VIRyTEmY1BQrakxtCzROmI4DvvR/WD/vf+hbtxx9G1dDL9ykGifPwmHX3V2R5jcUIA2o1rooFrc7ujd+BL10m8lO+B3E+c/7XD9Gj9UjT9kz/YxYg5UQgOmrKSgoKNioj4bQ43M6H+nfaWUcVH5DIBwVWaf9DktvzN8QYyHrTN75EXo4BoMmp6udWFVQ8CmUY0rCtnRK2dADQYzd4/CSaKVaO6R4BEFXu7+NS4KR6lOZXcUY9LtZBRh9nSoMO9mtksqMEOgBXfwNaZ1cdVjBl6CIKb+DR3P6GcopVegHpVVqjQWf0/kMljxJYfiiFraTqFfZT0UoxxSb1aC/troI1vemywqge2VA4YiF3V0aZ/S9SpS6RDRbluZXadbNywCSKXF8X8mM463vZrSZLIsjToQDGFMfwdvre0vaLWfY45n0OFWG91WlqEe9Qt2cvhdiq+SMFe4QdkYn08rXJa/zChfXYwlXxBQPCzZSTjSZKc8KujKnOedfj7rpbVqMUZ9C4fI0rHDctY3JM/ZxEWrZ+GGzMm76nvdsjauH2LnQQxHkGQ0xzwK7M2VoT2IbaXyHPbJYZiQeRtoje4crc55Ej+MZJF0h76b38QU4fS/V402jK9DbtKZxMHo7yp4j63e4bIY9sJBs1zgT2fecGUQ97VD50LnOVS67YZWzn2Rf+bHFxxLVzahzep1DiZQTJnBKKh/TRp87Oszo6YTWOBpaKIz86vdZG5y+D9Q3u7YJjJlU/N44Zmbx+9hEk6tcV8oZ02k2HjaykylPFvCsfBF2/nnGT/k3vy/y8cTpfoQUa4N9nzD5DUhBQaEsYqEg+piNMVDIVxmfjOP3dhf1jnO0SzL+De2J4pQUnsmPZ6KKkASBCaRypRM6WpVity5KTZXzkfog6HsVKVp8G768UiPYM47o5dw55aLCV6DveVbNn/uVMue5KGx6dXVUaoNHZkB5GxftjNP5g2Hkc9bxysORmzuDmQ93UQGrrCAg9Ym2pVIY3NbMSpmnC+dcj9Yhn2aZhyudI97flRrBx5BHxkdXpmGpnFdWRuu3Bw2yEryohYV9atEETLL5mOxDSdY+uyqJghiMOvZcjNlwPLs4gQ8B/g5biRrMzzm/J8m+F9dmLjvbm05o3yPldzYFhUpQjikJ3elsxTS+fgBFTPmdxkcwkr0qYko8V9UsuNm1lixt+Blmb7undpnCcEx5PMQaUx6aFgr+AXcs+xWZXH7IHWLDESpiqtAPBaeU39kHfs9GZ5JjTt0Yhj1qYTuJepX9VISaBpZAs10+v38iGgxgQoNbfM+PoFkeBZrxU5mWtIbRvh8KWqweeqLF9/2goKBQHnJksh9hJc9RpjXpCimQ/aTm//WoO/Lfj9DoelDZnRUUNgt1xyyB6XsdlWzeQDvLlOVXGJmUiphSEVMCZj9ROv390iUyAlab5UZhu4aKmFKoBVRAgEVlqTbx2UiGwbKj+RkqYqqQodHnEFm5ld7YsIeKmKo9lGOqgM5UDtlgVuQe601bigHkoOHgk2Axph3FIS9viYWq4oA3x51yHf3O987+bFl9KDm1eqU2JDOO1kEv2yZvOPx/zgG2svKFsaYzWaKb1cTaKetKJdhsQCLCOPYlnOby+i68LvGb9TfXh5FTwvPz4ubLc40qqRHccuQPC8YN10n3ifHBue6OS4NHprpxvjpPOytFHmlMl8jFd+faUQG3LpVrHYekHeVKk+vSm/IOK3en5nVoawHSFWLh6DkmjOCpMSV1t2voe2xPSDLdNC9efEzSUOPpwTnkyMcoG18aOVmK7WEGtKwDZWswkbZXX7uznG8jjA6mEcZ1Fvg5lsEMdz3VVfye7VjvKpZnGlPpTkcPy2D3g2Cde3Y6VJ9w6mZ6U1pEmsVmY99g+lX5bnc2ylR7N/T6JmihCFIrljn1sbEeaXb2SYj2OJpcYbafUZPmusolGyNl9Z245lxK0tPj9wqK8Cy3vLQcv9d433cay9xDeo2RZVgr8XOFoQTd++mP/lXD5nPpRbGntvzc4Fpw7uV8ezf4c4PbXJXKeaZFl8rwjN4Gf97x7cXxUD+YpTpZrh2hKjumWr0ol4ai1JGu9lWp/+neJwYM2o/J7Y0q7ZDqKpd0iTzGiUtTqsx25TeSbAAvW1GGR5QcRUzZ9pP8CuClCSTXlPcYEXybajWm5CPgtjE3xypqT/FzWYU+lx4Iw8gyzTVmn5r8ohKniGu0Vjhf7Fy4dKWYbcZ1PCu1Wx4nXAPLNbYqjR/Toz32PsMx612B616x+lxt4FpY0niIxBwLJc9sH3F4rA3cZKo0NFyH53E/EW3wuMZK7tll9pUZQZG0Svy89lDxxhKaYyHfU/no/uNlEPoJXBjaz8jnVT+oSKGCk1WFoisoKHhATrziXyj7iYtY+xnKfiJbWo0FcU9Q71UKCpuFipiSsLYnNajsGCMJlKGvK6UoO77ndBag6zoMvzunlJENM5UsjQ5UGJ6ohYCnEu/0Pfq3ICPfSAElz1GUxjIp6HwKZT8R1GAQk5tqsnv4o0bi58p+cqAcUwWs7Eoilg9i1uh6vLWu2xXSWo5aooc4TcybFsLDH2ORgGeKch6Sy9Of87To690Z3JFhsZr9jK7H6X+ibg9PW5ptz0VLW+IhtMZjWN2VKkkvK9fFw4Abo0FX5Fk1iLFQVE61EusYl4/TtyJSuUBJcLIN1lZTcqy4wrPLp7vVgiFXulnSnHJ+5L0jqxhFy0XXk6h8Jqdy8dBfFn5sSlQ+zesYJGpZuXS11vK8dzg83xeb4eIpssUqj3GbY2NDjrjT2LngtfFtRH1G+bp5ffI2nA7ookPIYfO6F6VC9+6TgkNOC4Rh9q9zllfQzxAil/Z+IjHPcnbdhHz3Jud7xwZXueR6hxLXu8pZl9zQiZ5MFpm8gbamhIuiEYpHy9L8glHvzIKZHofKl+7sFZ+U8nxRRzdeWroW72dNbEhlsHrdenRnsmiKhNAWj2J0LIp9x7Ti2F2moS7k3APqu53Mng1sPEUkUdwJk/csfs+y88/vkZQplENn55KXIxoyR5zRmvm9itOENdZmUXeZ0PZgrjx1W0FBAcgYprgPN8XD6OzPeF5H5eCmmbnX8d+u+lgZU4pOclEJeeXSc4MziPgjjn+XTSeveDB+d7LsQRO5nLWxXilXOwNfI9uRrnaz6ngxTt+T28nX8W20oZikcVGYmBRCIACj0Adlt9vcchn82exFuZckCWTKoFuuoEq6XpXtc1HDXN+9nTJ8nWvcyfIXHnVUcoB6rSqhp3oUHEr2FVHjTE6r42OmpHB2YNRL2f7l9rdsFzNpDjPLynHJDWHvOb9Nvq5Se/hYY5paQluKNk20wsz0A5lkWaoif1fQwu5x67qlsTbE4s3ucmxyiL0Sln2fdeqrkg5c9X2DU4Wt7xkVSaswACjHlIT5ayXvjw/Rlczi3fXWi6mfYWaSKiC/8Jjx+3yX2e9oQG0PIIP2zwuX4aYX30R/Li8cvBPr6zCpsQ7TGuuxw+hmTG9pwKSGBMbHI576ABzpXB4LN3bi9dUb8MrSNXhjfTuWdvaKc0+O6x2bGjC2LobdWpvQGA6hM5PBxnQG8zd14i+LVuDrL8zDwZPH4uxdZuCQyWO3Sj8oDA40HrhzbyhQzRhTGNmwnVJ+RjqbV4wdJX5ehLKflBA+wezrUNkhRgBqYTvZ9SpYUI4pCXPHNmDBum5f0/la4mHMHJ3AyyvcAsh+gx5rAHrd0Su+hLphQmsYDbN/+3Bar+/tx9UPP4/HFq/CKTMn47CJo7E6lcbKnn4s6+rFw4tX4ldvLCw6EyOBACY0JjC2IY5xTfUYU1+HaCggHFGpbA7t/Sm8vXYT3lvfIaLUyAk1q7UJB04YjYt23wk7NNdjWiiC5hkzEWppRecLzxfbEihEJK3o7ceTG9vxwPsrcOG/nsYn99gJX59wFIIqbbqCgm/AI6b8Cko+Q1EpFG3qZ+jhGIyUE4XrWyj7SUSOGxKTw2/Q6lthpvuBtLomFBQqQTmmCuhIZZEMZIVTyqYKcUqdTBPhGciMoOnp9eRioJUoJxyctuQKwS7JRseyaXSnNputT6YG8rbx5b3ZPOat6S4u4+tiMlWG/U6w7H0JRqEpoXWxn5xeI1P06hjfJqI7faylncxkJRnoXFkuKtBvWAYMHgbO6zK71kHzSHProuhJod926K74zuh/MuVP43o9rI5Ao3cYuRksT8VyUfTk7bwy4Ehhya6w5zzLMkfh+a74b+c8cQcu/66VZMrTqsucF9TK0roqbcMv03CFmQzeIjMcr47eWAgLN9cvhtHl0O1KDG5+LhllU080eWfEY9vkN60tfk+tdb7L9L3/vbwQlz7zqrhubtppFg5sbgGSwGxqjhYBmpqBJiBtGFiTSWNtJo31Zg5r02ls6M7g/fa1eC6TQcYwENF1hDUNiWAQO8XiOGb0REyPxDAjEofRnQE2AthIYedJLDVMLH18eUl2u3CdNU5oyfHNcRw3eUfcF16DX772Ll5fvRE/OGxPQfcLsHsDZffjCNW1FL9PapladiykOCVEAj/lMgMmzGnRbKXXd69MXlp6ZFH5tIAu/oa0TkMJX/sVdM2Q3dTl4ZTSK8UeVzlR7JVxt6Sc7sGJkocnu87503Mwk5K8OUmJduxVrvQ5xrLtVThWFxXPde8rT9cr+c3tgUo0NS/akryc18G+G0m3nebahNPtqsx6pyHn/Zx2lSu/XKzzOqYqMsttFrztmrFVhL9dVFfpQiKts81tI8OLQSpfEwGetc5Vt2RrmpaNY/R3u+3LSudc98hUV2HcaZy+x+h6/LucedhkNhyXVZDBaX2uLNuSzc2pgdzuL2LTmpI6OIWQ24cay6QsNmHHbrDM3HraLQ8SCzuZkQP6wDM2emX8FOuquFfJMD1srOGMWthOol5lPxWhHFMSdmpL4O31Pb6OmBpVF8bUljheW7V90Ze2NrSGUUCv44zwK/QApTv2+WzXqCmApP20tfHKqvX4zNMvY8fGetxy4B7QN5R3mhLI6TQ1GhN/Qab9Zkc42TCZ+ECywzGmmApCEY1zZiE6djRe+M9/sDibQreRw6hcFLvH6zE+FBHOsBe7OtEaDuNj4ybgbxvX4cN/ewLfOXh3nDZ3hqhj8YYOPPu3R9HZ24eWhgQO2GUH7LHTfkil0vjPk/9DOtGGo48+BvG44zjk2LBuLV545mmMHjsWe+9/kBCWXfDGa3j+6ScRCodx9AeOx+Sp04rlU8kkHvr3P7Fs6RKMamnGgQcfgp12no01a9bgqScex4oVKzB29CgccuhhmDlzptUnpomlS5Zg/vz5SKVTOOiQQ1FXV1fVOVJQ8DMaYiEhBeBn0GQd2Y++j5iKJWAklSQEaW3lc/5OCqDH6mH63JbWR01EqqsdT7/wMt5ashK9yRQmjWnDcfvvgbbmBrR39eCRF19HLp+HFna0SfffbTZmzGoSdsnL897C06+9hf5kEuPHjsYhRx6DaVOmoL2jA48+/iTqW8fg8COOQDBY/tX+/fcW4vXXXsOOO83C3N12E3U+8dhjeP21V9Hc3IyTPvpRtLaOKpZv37QJ//j737F+/TqMHzceRx51FCZOnIiFCxfif/97Ghs3bMCE8RNwzDHHYMxYS74hl8vh3Xffxdtvvy3sM9qG658qKGwOyjFVRgTdz04pQnt/Bn0quw7M7o1KY0pop/v7RYNgbly2Tff/0sr1OP/Pj2JWUwN+evCeiAeD6Ia3Y6oW6Fm4CN944Qk809+BcDiMlpYWbNiwGvkNeZzdPBaLN6TwfFcp/feSx17CpkQMj7yzFE8tXI5oNIqmpia0t7cjk8lg3z3+ir7+JN589z1R/ogjjsQ//vWvknr6+/vwoUP3RU+35TC//Jrr8N47b+Nff/2jqC+bzeI7X78an//SNfjcFV/GIw/+G1dd+mmxXVtbGzo7O5FOpzF23DisXbNGGEu0nNpBxtQXLrscZ5xxBk4//TSsXLGiuN9EIoHnXn4VIwl6QBN/Q1qnrNir4DvwJCx+RaWIKT9BOaUs+N0pZUfP+f3pkFm/Ent/4ktYuGKNmHgju2LDBmuy845rPotv/OrPWLZmfcl25Ny579bv4hs/uh3z331fTJLZ2xrGNTjxhOPxzHMvYFN7uyj/+c9/Ad/+zndK6nnn7bdwyP77Fn/ffuevcOf//R9efP45jBo1Ct3d3bjqi5fhl3f+Gqecdjpu+9lPce3VX0EoFEJra6vYXz6fx+jRo7F+/Xrh/LJswA3CwXXrbbeJchddeCF6ex2H9OzZu+A/jzyCkYJa2E6iXmU/FaEcUwVEggFEgwFMb67Dmh4rckB2ULmyhLkyoziDNCgNWC/6HqfRyVlYvMrx7H/yfpPMkcSz7cngWaoSLJIiEXVCQpuiIYxriOC9jX1FzYRybZN/uyg+nKInHWuMUXR4F8s0rIjmGHg6p06xTHklCDrhsGYoWl34OQtt5/Q/vb7VRRvk2dZcIb0SeMY2M82ofCyMuCRkmYcVs5DgQGOraxMtVr/ZDDOinBeVjy+vlGGErQvGG5BPOzE0gaATzcJPGc8wI8tr8DBzg511meYZZmODZ9vjUelygg9XFkuThYtLGQ15ZhLed2Yg5En/1FjElLnOcVZwWp/4zc6tK/SbQTfc4dlGvzO2sutWlaXuEZ586V189ulXMKelEV8fPQX9i7pA+e6Wr3S2Xy3Rd5OV0rAw9LJ7RcowkYaBdmTQjqz4zBZyXtFfa0srnuvvwA033IBPfepT2LRpE8aPH49bb70VX/va10QdN954Iy677DLhALKx++674+v/eApTpkzBPffcg8MPP1xELI0ZMwavv/46PvnJT2L16tViW3JaXX/d1xFtX4pxTeOLdeT0MF5btFg4pV544QWxv1u+fYNwkP32t7/FQQcdJAylX/3qV6J9zfEIbrj+Onz0ox/Fd7/7XTE2GxoacPrpp+Ppp5/GpZdeiq9+9avo6OgQ7bjzzjvxpS99Cff8/neIxGJ46KGHsMcee4h2UvuXLXwbIwlaDVIea8qw8i3oNk5/IpNu4WZdaZLcK5tYCX1Eq45mwsGfKXx7mRrO6zDY/bJCIj9pP7wuliVUREyZxazJrmNgz8FAlcdaQsvzoKu7MmrJRXjmYS9qfyXqVIWMeF7lKErGRXmvhhooF2FZ/tzpFqUqGIXM5NnNpHIV5R286nalbPS2n0zex2y5Ho4ib9t0WnWvXCWZ87QqMlpK48KV5c9jm5LMjrwkt5Hk9vH9Vshq7IqY6tlQXsZCHk+uFJceY1Max1yCw5VJW7K5jT5HJ9To7Sxrp1fKus2pd1yyQ6bvGSmW3btgny5MR4RT6i9/+Qv22Wcf4bwhR85VV12FC791myjz97//XdhHNMlG6OnpwbRp03DaZ6/Cvvvui4cffhi77LKLcAaR3fLf//5X2E80wUfb/vnPf8aLzz+LYKYXASZXkdd1zH/1FfG9v78fM2bMwKcvvEA4mR599FGMGzcOsVgM1157LT514flYvWIZrr/+elx++eW44oorhNOKIqp222034ZT66U9/KibxNm7cKI6B7LFLLr4YzU1Nosy3v/1tzJ07F//85z9x3nnnIZN0MjQPd9TCdhL1KvupCOWYkpCtIR98uIBSs6/r3brRGNsjjP4ujCxlmcGBO6X8CrPLrfu0tbC2uw+XP/c6dm5uwE8O2hN9i4YmIUHaNNCDHNabWbSbGaxACpuQQVfBKiRTqgkhRKALI5T+VnWsFp8//vGPcd1114lyZBxRyDYZW+RkIufQHXfcIQwajkgkgsceewy/+c1v8IlPfEI4ruhljhxHFLVEjina1isEnYOcUTSLSCCjZ9KkSYKGV19fjzfeeAP//ve/hVNq9uzZ+MUvfoEjjjgCb731ltiGjC/Ca6+9hp133llEUdFsIbWdjDz6o9+33HKLmJUkZ5mCgkJ18Hu0OSGbN1yTNH6FkVF2A6HolPIxjHS/7yOmmvWMsHnIkURR2oS9994bzzzzDP74xz8ilUqJ6KQvfOELuOuuu1z9R5N6//nPf/DpT38af/rTn2AYhrCDPvOZzwibhhxTtG3AY1JUtsVskEPpzTffxFFHHSVsKJr0I/uJnFKnnHIKLrzwQuy5557CGUWThhQxRfjb3/6GK6+8Uthxc+bMwcsvvyycUDSRt27dOlHvwQcfjF133XXIx5LCyIdyTEmoViRuJIOE6kjIvLuCiLofoEXigJJIQCAS871zSou7Bbu3Bujl5poHnxMzmj84YHfEggFUyueywkjh3Xw/NpoZrDey6DKzws1EEWou4XeP7XdCHfZEFK0IC6dUQDIlm8aPxdJQBn9Z+npxGUUc0Qzc5l7EPvjBDwrDixw9H91zJ4QDATz93nL89a9/xZbg1FNPFUYcGVtdXV1ixvC0004ThtLHPvYxEU1FbSQn1HvvvYe+vj6cftqpmDdvHi487xzUJerwjW9/VziuyME1etQo7LXnHnjw4Ydx6KGHYqRCiZ8r1ALKIWNFbBkVxKf9Aj0YhlFOBNpnCITCvndO6aEIzIy/s9HRJN49XzofZ373V8Vlq1atEjIC9kSbF2gyj6K477vvPnzhwo9h1Zr1+NejT+EnP/nJFttPxx9/vJiEI/volVdewQknnIC7775b7POmm24SE360fsmSJeL+/qEPfQjLly3D1792rbCb7v7DPWKCj6Lnm5sa0dY2Gk8+9ZSInBqJUOLntYdyTElIRILo8Ll4J5lTfjeqBBglz8/IK+OyfJaVGuOfby3Bo++vwA8P2B0tETct0QZdp/Oyffh7ehOWGSnUIYDReggTtAjm6AkEoRWoeNanjTVGCi1aCE1GWCx/DJtwOBzRy7IwTcxpHItHEMS+xx+Nj3/842JGjCKoKFKJO6HGFoQwSSSToqsOO+wwvPjii8Kwee79lejKGoJaN3ZsnQhXJ4fRYEDOpGXLluFDHz4Rby5YgOXLl2O//fYT6/bff38xm3jkkUcK5xSJdh533HEiLP315/+HFStX4fAPfFBQ9ujv3HPPxSknnYBbfvB9nP/pi7Fqbaneg4KCgjdCAb1IYfMrlOVU6Ac5U7BPoTQ6C5md/Q7DwPF77YxgQMeFF30SRx99tKC70QQaTe7Z+OxnP4sPfOAD4vsjjzwiZAaI3kdUvR0mT8Djz7yIpavXoam5WZQh24ZLJ1QLirAiO43spyuuvBI3XH+9sJ/ITrLtJ9LuvOiii4RjiqiH5MSaNWsW/nTvH/DCiy/iq9d+DWeffbaIAKOo85/+6Gacf/4F2Hf/A4es2xT8B+WYKqA5GkI8FhJOKTKuCPVSBqt25rDKeWi4UBp32dFlI076C8Vy3hpTXCOhjrVB1o5qT7JtKmg6cYTZuhhL4c61pyjFOpVrjIVK6pM1pni7XboIrD1yqlC+jrc0KPWdxkOgK+hKmSEng4UZbSivsyOdrihLueri0rvEjMLIx5z96kyLSGecdiMY8jTIXBpTknOD89CrdXwEQ8xBwdpTwu3nOhI8jS13tsmi5uw4dJbaV4s1wEg7oWNhpt3Fz20qV14fSqbI8tPMLg/rkNgY4nXzSEY+5krAdQgk7QKecpfDZGPBpUtG7YkUxlYkKnj6XkY315VyaZHxsZBy8+y5TlX/Boei17+mHR2pNL7+0HM4bup47JmLonOZJfi9cLmjkfBcVz8exnqsRwZjEMEH0IYpiFXFVZ+MuuI1MQ/dGA0nvNsLmWQKya5uxBAQGeuIskdOoIsvvljMsBEdj7BgwQKxjkBRTASi6FG4ObVsbVcvTjn1VHzlK1/B1KlT8b3vfU/8OR1lwFg6H6EJTn8FwnUId5fSKaleCi8PG2kEtbyYfbTpgHQt0x/pOVDo+80334yvf/3ruOCCC/DO/NfxkXMuRDgSFTREmh3s6urElRdfJPQqXBpthBGWAICkMoZe/HxIq1MYRqBnN9k+6Wy+qN3Eh1clyTtXyntZT8lDV4qXk0cxt0O4LmipZijbhi931eXdVvc++S9TlCuXUbza5FS8nJzRyqsKVxuk+5eXrpSs28Ofn65zZno/R7nGkBlw9iso4Nxc5OeSPxfZ9hqzO2TwbSrqXJVvtlUMzH7i7eZtkydl+b68tDtlrSVWhx6JwihoBgUkqnqen1u2DR+38oFoHic9JA0Mg5XUWX0VM6RV0h2tBnLkj13fQOrlZZndqEHq71x5XSlk0mW1W0V13Y7NlWdZlrM9bmpEPsVsZg9ts3zW3Z5cX7LsOq3QJ4GmfuSTSbTWxfDkk08Kh9CJJ56Iq6++WtDnbF2pp556SkRH2RFV3H6KhIJ4Z9FSfPGKK0S0E0WCE+XOLi/2Z+ahp3vc2liBkMumF+0p2KxkP0V0U0RtcfuJQDQ/ogvSmCF9K9IWve++e/GRE47DEUcdg0MOOUREVdGE3w4zpuPs004t3GtkkbSR45ishe0k6lX2UxFbeBcaeZjY6Dg5/ApyRDXIHgMfwn6g+B0uZ5ZfwZ2AWwF/eHsp0rk8vnpAeY5+zjSFU6oXeXwYY/ARjMVUxKW4qOqwDmnh2JKRh4n7sBr/wjo8jo14O9CP1QkNDTSfsXIj3njkKXzrW98S4d9kJNmgWbfHHn0Uyf+9hMj8hWIZlaHoKjJXmqNhQbkjfYV//OMfpfvNG1iwaDnmv/M+lqxwROHLgZxhNOv3xptvY/HSFULEk3QO7HXPPfeccErNmrmD0HKg2T7C7oceKwx30m0g0XMyDG/55tcxacJ49Pb2YcHb77j2s3jJkgH3q4KC31Cn7AbhpPMSKPcTlP1kwSzo8vgZaiwAWkMz/vzmEhw6cxLGI4mXnn5STOqRqDglb+HOoNdfegEtRi92GWNNtJM0AdlPby5ahuaGeuEMIvuJ9D1lUIbj+W+/iwVvvY01a9d5nhOSVqBoK7Kf/vnAQ8JO4vYTOcXIZpo6ZYpwWpEtRfbTihUrcfgxx4mIKpqQ/MhHPiIofT+75WahQ7Vx0yYsePMt175WFhxsCgrVQL15S1i0yd88aEJfhsTPlTPCGGFREoPGIDLZjDikt959gaJ8/rloBY6ZOh6jYu4ILht/SW3ARmRElNR4RL3rgol+5JFyxQGUOqbGlnFMkTbVJESFAHonsnho4/u4a8H/sCiSxUqksAGW4OYOO+yAtWvd0UxEIbysYQK+0DABp8ZHCS0pmt07+eST0c5mI8vN3qYyWez1iauwxwfPxMzDTsKV37rFs+0PPvigqHPB2+8ilU7jwx/+MB544AGx7l//+peg6BHeee99IeJJOgoEClenMHmiGZKTjPDZK7+Kcz7zBUydsyfmLXAbVp+/4iqMJFAGp1r8Kfgb3Sn1zMzkDeQqZJDzCxR9a4BhciMYypYGHnryaVxx77/x9/mL8dg7y7CpLykSrVBmPNl+mjlpHH739Utx9/Wfw4kH7yWSxpxzzjlCaHzdJks43ct+mvfm29jriA9ir0OOxNRddsddd9+zWfvpuedfQEtLixAsp8k6234im2npsmUiqopsKdt+2muvvYRgO+l5vvrqq2LZMSeciAs+fTEmTptZojV46OFHYqSgVraTsp8cqLCYAppiQdTFgpjZmsDSDotCkpXiz3lYuRddTqa6tRbocJsLWeeRDjwEvFIIfCqXL0t1kmfr+G8v+l4dW94cC2FsfRjLOqzQ1GjQKResEMJoeITNV/u+YlagWGnBaNmwa5m+18tyQqdZ58lNyDG6U5g5XiKxxuJ3Crs2WOg2p3npLOMMhcly8BHgouix9LSEbL+zLsipbtE6qbUes2+8HwKSBhFvN4t44nQyU8q2x9Pf6qzdel0LzKRDIQM7F7Go01+pnOlJ5cuxAeFqtuQvyejlx3GlGWge9p5jYeDBkmvMA4y+wGmhBKPwW2tog8bOi3yOXOeZUzvZec33dLi2yXVbNDdCpttxfL24ZC2Wdffh2t13Rro7hd41zro3utJ4D714Ep04BC1lKXjtyOBt9GIp+oVTilqwFxqxN0oF3CkzXxamEDuXEYKOA9FS/L1+fB3uX/0WHn/8cTHTRrpQNGtH0VBEh3P1G4mxJ63w7dmox0M9y4Vo5i9/+Ut8+ctfFjN9ZJBR2uJf/coRAz3rrLNw4IGOPgHpK/zp/j/je58+Hbm1i4sh6DS7R6D6KN0xRTxR2uJFixaJzHr77jpLOMNIN+qJJ54QWWXIyDr22GPFdkQdpJlCyoBDf4TbbrtNGIAkpE7ZaUgDi6iG9J2cXTfccENJHykoKNC9VhORQkT/7yk4p8xBvKvLi7kt5E1h8342uNht0jr+7uTlRpKr5lYffynk5WIhuj9Z2fnkdYPx3Q6Fv7eEsles3L2cPcI9EwHJz2L+K8DsEHrR4g4JzdDLag65aH0yBZFRA1GJysfB1smUbNOrHD+zct0e9L0Suje3uVi/akbUscEkSltAd/orz+mblWin5dl/JefLPT69B5FXYhS+RcUhyCmRJdRQyxoOROIwssze1Fg/SvERsn1fhKxTxelhLnuXyWwkJSpfj2ODJ9duLH7v3+C2zTLdjp1sSJS94n4k5zMvl884YzVQeM9a1W/pOi1evBgvvfSSsGHI1vnZz36Gd95xR2jT8di2+uUnH4Ujvvg9kZGPnEXvv/8+VqxYIWwncgC9++67xc1IqoA0qmyQXMLf/v4PfOKMjyKf6hXjgKKfbPuJktGQ7UROJ4rIuvXWW7Fy5UrsvcduQjuUbCmyo2wB9Ntvv71ol9GxcPF1ysT8h/v+KJxntJ7sK9qG7Kcf/ehHuOcebweZggKHckxJWFZwSvkZpLNFNCK/I5/L+T7FLUFR+QCzxzFiao1/LV+NcfEo9mpznEI20sjjKbRjJuqwMxIlEU4vohNvoBtR6NgBdcLhRILoLWUcT4S1gsZHAuibf/tpXN0jPklMnDKu1NXVCSNr6dKlmIY4+pDD97//fWH8cOdsox7EDaOn4dvPv4BddtlFGEBktNAsIYWt22VpW3I0cVC2l7lTx+LuB5/A+dfdIpxSlP2FaHpnffBIvL14uXCOkYFH4pwkwn7y0QfjN9/6Ms648kYRQUVtjcfjeO2119DaZDlSL7vsMnz1q1917YucbWRskZbDmWee6VpHdY8kkHGqlxPB2ZI68yoA2++wnVJ+RjKbh64sByX6XYCKHAPy6X7fXxE7Z3uEbUE2EIme0zOYqHzr1q3DpUfshT+89JbQvyRb4+QD5hbvJ/vvPAN333AZPv6Nn+Lee+8V9k5jY6PIkkdOqinjrUQztC0le+GgCbkLzj4NN37/R/jmD36MyZMnCx2pjRs34gufuQh/+PP9mD17tqASkuYVTexd88XP4+KLPoFjTz5LOKzItiJxdrKtJk6YICYkSVOKbCUOsudoGUVVyfYTiaOPFNTCdhL1KvupCOWYkjC5OVaMFPIrRMRUIoxlnf7uBxExta0bsR1AiyZgZv2d9pkiprB6Uc33k8nn8d+V63DKtIllIwHeEzFQJvZHc4kz6Wm04130inVzUI9AFaagl75UOUzdeUfcNPUw/OPBf2PRC69hHTKYjQQ+hNGCTkh6V++194k6N8FEj5FDfWEGdVYkjjsnzMJLyR4s2LQRPevWYodQEOHGenRqJn79kcPxt3eWQh/lRHVpiUbUx6M4+9iDcdLVP8QxxxyDa665RswQkkPryx/7EO684Qr84YHH8OgLryE8qg7fuPAbOP6QfYVz7G8/+QYeeGkB/vafJ8QM4akfuBznn3Eylq9ajT898AiyuZxrxrehvh5nn34ynntlHl6fN99aZ+vMmSa+/8MfYaRAC2jib6jrVPA3EpEQetP+dk7JEVN+RSAURp4nsPEptFC4JDrdbwhE69wRUz7EPkcchf9MmoqHXn8DizYsF9FuZ+86BSeeezR2Gd+Gjx27H/724ltoikdx7onHuLY99cgDcOx+u+Evjz+PZ99ahL5kEsfvMxtHfvEiHHfI/nhr0RL89T9PIqex6P9ACGNHj8JpJ30I0/Y4SCR4oagmimYiat4nzj4DX/vS5fi/39yNV9+Yjx0OOQC/ve0WES1FeOGxh3DPn+/H40/9Tzi8Lv7k+TjrtFPx7Asv4pHHn3ToegU7dcK4cTj5oyfhH/9+CMuWL3e1PxqJ4MZvfRsjAbWwnex6FSxopkwG9RkodTh5n+9/5X3UJepRFwogVch+V5IZowpaH18u0+V4xj45PNtFR2L2TBebgVze5XYOLG13orvWd6c8Q3pjrA1NcSd02M66ZzujbFDTEuFAMayXH5PcJ1F27I0Rp46WuHODTLBshHJWNVcYuNQpvL84LUs+KykW55xkVD6v8GdRH89mUiGDIHdNaRmnvzX2kOXLxb5SDkUrv8HKVEbIrXPfrHPtG8uKQwZb2orfA20TXNsEmkc7P3j2NzlTTi5dNpyZU85MKczZi44WaB7jDptuHuccX73TnlSovvi9K22U6G4Ut+GJD6UTE2Unmq/jxWSGAV8XrnAuvW77rvB1OXNJr5O5Rdu0wjmGdc530aa+7vIZ+yqElSdZJr6e5ZZI5WOLV+GT/3gKv9tvL+yQsCKiFrzi6A9c3blEREAdh9HuSE/04yFsEPQ+os5Viy5kEUdA0PbsDH1nXHkJ7vvBrZgLhyJL0AMB8ZfLZETk1u+wEvugGbtJ5VKFdUcHWrFPwIpQmtPgOL/GTnbK/3Pjevx4xVK8euFJgjI8au6M4rroaOc6OPyrt6I/WCfEOSlrzZ47TMZ/f/hlBAMBaGysakE3pVWrc/pCbxxV/G4wCqoZcUeemUHmqCtcl/ScGD1xqsgySBS/4f68e/Hs45AID62gf28mi33/8NCw7yOFgY+nN5esQn1Dg3i2e1HAvO7F3AFfQp3TNr8NlxAg8F/cN1SaKbZ8FjRendwebgvxtsl2XzUT6qW0xfI2ifyM9KL2ufvHex3vhUqZCr1eDWRamNc5KnnP4jQ4bk9wWh/Ldmyty5SVT+DLrQ15ZkB2X5OeByaXPPCiN8oUPQ/KWEmmQ0bb59npxPOk0JeuZwv9DsedQ2JOhYx0YryuKVcm7JIMkgN/0Q1UmfnS036SqZhsQtNlM/MsejJFz1UfH5BS3TxzNLN38yzbcb5jvWub3FrHBu9Z7qzrXeXYeYT+9Y49l+mrztFO9L17lq/AwedfiGfu+hXOnjpZLA/VWeNRCwZhGgbiLU5UU/3kMcXviQmOfRJscb4TAvXNzrHGHZsm0NjqKmfGG0vkPSjb35i5B2LubruL3yRofsHZp+MXN39rgLRMt9Or+F26xlzvIoXv9JwYM278sLYNamk7EZT95GC7i70nri0JwpX7I0+vDEq7SWGIM2fOxJVXXikyDWwJuLPGr6iPBDE6UV0UxUhGSErt61dooybB79DrHMOglqCooel1dUWnFMeqfFoIns+SKHw5mILeR0LlMr1vc2hEqOiUsh1TZ131OfEpY9T0ydj52EPE9wgCmIK40LuSEUUAkxHDAmPz9LeZsbh4KVzY7jhzy+G7F52CqYkA6vo34hvnfhgPff8q4ZRSGBy0gF6TP4VtCxLy97KfSOtDxm9/+1tBdSVdENIB2VKEmR6lXxENBRBU14KIOFcA9Fj1E0UjFYGIP7Kd37N8JQ678CL8YdnKknWJ2bsiNnnqVm8T0et+efO3EQ9qmNjWjF//9Af4+Q++udXbMVJQK9tJ2U8OtrsnB/FfN23ahJ/+9KclPFUSUuOgdJaUpvyOO+4QvF0SsSXdkJtvvnnQ+0+xiBu/oj+bR6fSihBjUZnZgLl+CfwOI9ldc42EpZ09eOi9Ffj8zOll1y/M9QsX0iTESgTMieB3FEZVpRU1WHStWY90rxP1RZFWJLReDkQPfMMsdW7JCBVm1DYXt0s6C3/6mhNNpdVgxkpBYbiDJubIfqIEBeRs4mhqcic/oKQAX/va14RuCVE1KOsTJRCghAGDRZ5HjfgUmZwBXVav9qlGpwJg9G/+OTjSkc+kfK8xlVy2GGY2h4gTJLfVcMqHjhN/cjSfgsL2iO3OMcWdUDTLVwnPP/+8SFt50kknid/XXnutyFywJVCZXS1qImUXTHNOoQ9BQssuLoBPoY2e5nvnlBbxzpQ4VLj1hTfRGo/ixPEOVZJjWT6NFoRLtKOSsKiDRPGrJWKN9WidMkE4qAjdyKHBQ1Q9Ah0pGIJmUylrVnshW9GouIrQ3Jog6jCnDw9VnQrbB8gJtTn7ibJZUhbMAw44QPy+5JJLRBamLXFMbSZ/ly9gZy6uhtI40u0n0rLxO/R4g++dU3owDFOSvPAbQq1tyPf3A7nK0eEK/rOd7HoVtnPHVDXYeeedRaryhQsXYocddhAzf5TtYEsQDenQ05ZhIWdW4fzrRDhYVmcpV6UxIr+r8SR47cmsK0Oeja6Uewaqh/3mRpCs1ZSIhspSFUlHygY5omyEA7rQe2ksSBhxEU+uy0DgL538uuL+HNm/ZTJWeiX9Kn5MlV5u5TY5dcNTb4ifM65fBYkvL6cvrsSjdhrLUgVHHB0oPeZ2bgTi/Z5imZ7g+kWyxgGDOQiD0KWN1O9QYrPvvgjY6Y6lm0aAHXu0nvWD5MhJ5rSy56tSpIwrFXKFcvwMVetG9NLZ4OmuRblg4fwZJvRYoizPX/xm+lxGj5N6ONvlzJamNrlnTlObHAPl368uxP1vL8FX9poNszMDLhO6sZB6eHE2iVEoHRsULUWIDcIxRZQ9m7ZHWf2ShR7sQx6/hzscfe/OHI5qaXLpUxFlrxyI6kfoMfKIae52BWPOCOrssfY3ujEh9Kt4Cmae9pmnFC+9DgKeGSRNlh6a631po8PeGgmFFNfWysKYVi9YCiMMFGV+00034aqrrhIRU3//+99x9NFHD6ous3C/5s/zSi4qbqPwR/NgXDnyNtz24DYF3d9c21WhKyW/KnjpSnHmngbTilzVymtgVQO+jbw5fxZ66QhVu0fZdPLSlfI6X6INXnXTPdPDfjKZ3aBVsqVcmjfOfVkzh+DVxcu281o+EDDdJLNrvaO9VKHuANObCkv6PvkKdrIX+Lnk40Q+x4PRovJsgXT+zECweO1pXKOI28hSlKXrWc91pCR7l+uRuXRUmeC+mXZLuxhZdl7YfvlysVvGnMkly29DuHflKvFnY0PG2veGdBofeuIZq52Fa+fje3XivJ1nQmfvjoNxRmhcwoDbKpLGl+vdxeQirVKFvA1cQ03WceP9z8+zNKZdY8NeV+FdRUFBxnbrorv++usxYcIETJ8+HR/96EdFaLoMSnN5ww03YL/99kN9fT3eeust/PCHP9yi/XZLzh8/gp5b/p7rG/wDeyQiMNahUPkWkgEwlLj79YW4/OlXcdSkMThzxyme5bpMilAqNcjtCCrbQTUQkND54nWrxd/SdWtE6uLRo0eLT3u5/Xfq5z+JXMYyBpcjiS7kMNYjo5/8EuiF9ek0mqNhRJRe1FYFpTuuxZ/C9oHTTz9dJArYaaedRDYmso1knHHGGTjssMMwZcoUcc1TeZJD2NKson5HQeYafoeyn5yIKb/D5XwcQTj4wguxYMWK4h+3n+xl85ctF3/7n3aGe/JXYViiVraTsp8c6Nvjw+y0007DL3/5Szz77LNCnJOyChx11FG4/fbbS8pffPHFaG9vF38Uhk43hS1BmxL9Fpl1eOY8BX/D6HCywvkWNbgccoaBbz72Mq797ws4Y+ZkfP+gPSpGBlIEZzmHD2lOhaFhYRkh8s2Bsu9NHzO++DdmzBisX79efPLl9Hf/bb9G0/jRyMLA09iECYhiGsoLJpD2FFEL5WgpGatTKUxqHJhgu4KCgrfQ7ec//3n86le/ElIHt9xyC+bNmyckDyhRjGxr/fjHPxaZkjo6OvDrX/9abL8liIWGdRD+kIAiqZRTRrE6bRhpHv+sMJLwvzvvxJxJk4p/3H6yl+06ZbL4e/Fv9yMQr70khILCcMd2Z0VQFNQf//jH4m+azfvHP/6Bgw8+GF/84heFIDqlbOQgIyAS2TKNkpCuIxTQsa47VUzVK4dge700cmqaTOXLstBP2odXCmAv+l5vJle2LkKG8f/6C3QfQpxR9OR9kX5UsT1shpuHB/dl89D6M8gWYsa5j4qnMZYpcfz4eDE59JgfRtaD1ifXQeHxzvLqvATcucbbKdblWRpbloaYh4sjEITO6D9gKW61XPlUtSXhsDz8POzQ+sRxMDoYn0nh5WRan5tuxxwR0kyMqxw7Bh7abKSc8GexjodDM2paoHE0DJaCl8cUBtnx6ex7VHr+BsOO8yHNuAhyCm8X9cIjZF0+/17jsySdMwMPK68IuxxFETKaX8l5YZECnL7Xx9IQ961tL35fsKED1z76Mt7t7MaXd5+FExtGoX+1dT77NybL9gldH+VYq0FomIE6vIc+7IOmAQmgz0WD+LNh0/fIqXQOJrrKhtIRrJz3Dp5Fh9CP+jBaPPfVjizGaGGEC+fD/hTtjTp9vzqTxpQxTQhs5oVW7m+NDTAtyFIX8+uVfrMxbrLrKsBSV8tpw80yIet6pgcjCrXIAqMipraLSCmKhOL2E2lIkV1Fk3hvvvlmWS0goae4BaCrm27Lfels2TtCtc9sGfx+x+0B/myQZSDzHuvkx4nhtR+23KbhFH97HAbfPpM3RB2bi5mS+4Tviq+rSCxjB8XbLVPfq3WU8XJu2iIrI9PRPCg+omnM2HNtx43Aamk+nHJkVLh38TbIkTouepPHd7k6r3KMrmeVM8sekxaOwWS0M6+28u+BkGQrsmeUzmhZ1eqYedH6Sscda46rAolux/u4qv0brounUt0u+h6zuZFx29kGt2uZvcq/y3Yxp87pzOYI1bn7O1wn2fTFpjn1mXkT5+wwVfxZuzJw4v+eE99HRyN48AOHiu/xVmvyTienlNGLSHOi7H55eyqOff5OId23q6JYFuiVZVFhfINLHvBrlsl0eEXHaZJdNqxRqwx6yn7aviOmZOi6LqKo+vv78eKLL25R/d3d3Vi0aBGWLFki/pYvXy6Wj6kPIxbSMWNUHRqiQeHcGVUXFi+64xqsm8fY+oi4oY5JRITTQ5QLBYTTIxEJCgdQS9y6eFvrrM+2uohY3hQLiXJUnsrS9o3RkKiP1ok2JCKCyz+uPoK6cAAtsZBoA2lBTWyMCp2knUZZL2Q7jqoTbZsztgFN0RB2GFWHSU0x0cadRifEfvaYYDnwZo1OiGcCbUNtoP00RYNoiATRVhcWziraJ7VlXH1U7G9aU1y0uzkWQozaHA6I440EdHGM9ACjthHs3/ZxUXmqk7an77Rv+iTYn5RSmV60Sc+KHGRUNhzURVlaR4gEnU9aTuWof+iP0jHTMtqGp6kWZQtONzLu7PJaYRwRAoVPrXCDFi+2Gt1sgpYjSXwPieVa4WZc/AxFrJs8/Q6ErJs8GRG0ja2rFK13PsmgoE8qE62DVtckttUa2sSDWm8Zb43x1vGiPq2xDQjHgFg9NAoBp7LxRqv+umar3sJvKiPaQOXpj9ok9hmw9kPtFZ+a9UllaRtKCxKOFZeJfVIbmsc6n6KNo6DFEjBDEWj1LeIYxDqaEW4c7W5LYb9iH9QOKmP3Ly2T+p/OnV44N3SexPkEP5+Fz8J5Duql5952rMqfVJ9W/KNlWtFBaDvP7LZYZexPzWW8FMtQX9Ax0fml80nnkr6HotDiTWKZPspy4ohPTUdw3HRokThCYycj0NyGQNMoRCbPQH8wgu+9tRKn/fUxIBrFb47cD5865WQEEgkkZs9GZOxY1M2YioZdZiE8qgWtB+6LQDiM6cccKqKiYpPGIFIXxw4H74PmieMwfs5OmLDrLOzVNhm9yOPdcBpzjj9ctIU+g5EIdjryQDSMbcPkPedg3OyZGDVtktg+3tSAuR+2NGV2O/EYofEUiloO/mA4hLGzZoi/GQftjfrRo7D/eafgvbFhvINeHIhmHH7KiYg3N2LWUQdh9MxpmLT7Lphx4F6IjW/DxpCBcaE45p7+YVHfxJNPQDBRh7HHHo7IuPFI7Dwb0Z1mYWkyhZk77ggtGkNir4Ota3jWXuK6CkzaWVwD+ugpYoxqiWbobZOBcBT6WCtzYfFz9BRrect4UU5LtEBvHifOU2DCjuKc6GOmWWXpk8ZmXQtAuh7huOXoovNM1wRdlzSuhS5cQ+HatoxJel7Yzw56jtDzZNgKeA51umMl3rld2k/Nzc049thjBZ1vwwbHUT6U9hM9d+mvIUZ2VFDcU+MR675vf8bCQXH/pme19czXC892DdHCSxn/pPs4laVydM8PBQJiWdEuYGVpf7Sc6qe66flB32Nhyx6IF3Rd6iLkxqe2UL2a0NIkW4XsFrK5bDuGYH+SLUh1WeUsW4X2pXvYNbSO2iSeVYX2uNtdaqsUn226VZaOlz/T7N/Ws6/w3Cw8O217hpchBArPSVpvPxNpG3td2U+9UK7wR6UD0vOw+Fykz8Iztvi9WCYAnSb2Ci/Oll1lrRfPZGFjBVwTC65P236g7cieIRuCtrEdNrYeE9k9VB/ZZVTetj90p6yw2YqfWtHeE89y2obqFfad5pQN2p9ky+hWvXqhPbZ9U5joIMeT1ZaoZBuGrHZRLxbaa5cVnwU7s3iMdh/ZdlPBVil+2vaJbduwc1Pu07J5tdJzL5UtnleX3VTeFuJ2E6Syuuc4scYCfRbta+pf2tY+R4VUdRr1k21jUT9SOWF3BQDb/i180jNenD+yaak/qQ6ymclebRpjPcfJXqC20GcwhEDbJGh1jdAb2xAcPQF6ogHhyTOhhUKIzdrNupZn7QYtHEHd7LkINrciNm06olOmItw2GvVz5kKPxdG4r5Uwomn/A6EFg2jce1+EWlqcMRwIIDF7VwTqG5DYYz+xrPmYDyM8bhJis/cSk9KRaTsh0DwagVHjEBw/TdjagUmzxNgVNgudI/oMRSy7ht4J6lut9wCy3xvpGHWgvpDkgj7pN9kuwl617Hxh15B9Q/1O9oyY2LPeUbRowhp7VB/1NZWl7WiZbQORjStsocK7RSReeD8KW+ePzm9hXOsR6zMgxrcGnc4FbRMMjhj7qSa2k7Kftu+IKS/YEVFE69sSfOlLXypLCdzYm0UsEcHiTdYMO00wJDN5Mfu2odfynm/sywiP9Kb+jHDQ9Ba8xgY0MUtGkxfplNW+rkLUU2cyI2Y1etO5YkQQPVLoGdFn5kR9fWmrns5UFoZhoiOdE5FXJDreV2hDe39WLFtbaMu63rRYvro7if5sHulsXuyf9hUIpEV7VndbMwfUfjoe0e5QAH0Zq356oFAdtA3tR7Qlk0N3Ooc1vWkxK0mZ+QzTEMeoGaZ1jLm8qC9VEAi0f1N7aT1RlPKGXmyPxmZ2+Cf9o5+2cKpR+GGXsWdFxSetN02mf2Uvc88I2duIcrRjez2b0SpGuNmzSMVtTKYRaMLIpFgUkLQNa4Pzq3y9hSN01+M5t6GV/L8408TGj9i6YByIh5FG56LwW6wr+JzFOvvTMiKsvjKsh70wFoNWffZMSmG5mKWh7WgGqrC9WJfPiZuz6FOqT7Sh0F5taGlwJb1kD5YyZcovLW7kXVYcCP9tSotpLCShi9kkOudG4c8sRKaZRdFt69OEmU2LMiTEaUfxLFq9Fp+8+19Y05vEVfvPxXmHHILs4veR6+0REVf5vn4YmQzyyZT4bWSzyHZ2CcHN5KZ2TNdjeHPdCuyuTUR/RxcyyVTR8B9thLF/y2Q82b4cDQteBrk7u9dtFAK0Pes3IZtMo6+9E/lMVuhEda/dgGw6g03LLOHOjUtWiP3kC1GYNPvXt8kSDs/0p5Dq7cOP/vhbvNy5Cke1zcCMDVmsWrAQ2WQK699bilR3D5Kd3eIB+9imRcjmstgn0oCVr8wTdXS8Mg/5VBpdC95BcGIY+f4+vLBuAzrTaRwxtglmJoPkordR1xxGduUiMdNpbFgBM5sS/afVN1r9TbSIXAZG+xqrnZtWi3Mk6Ka0nMaqmI0vjMtMEvn1y8S5MDZZx0qfelMr0N9VuA4K459Obb5bGLBGsiAIn+op7Nd6Luy6666uUfaZz3wGP//5z70HsIKCD+wnit6mv1w+L65Hup6SBT06+qRnViqbKzzn88X7LUU0kS2Uzlk2EP+ksiKrm/041a1bs52MJVu4V9F+7eX0bCNLRrRB2BIW+ZlsFFFv1rJzsjlD2D52sgWyOdIi2QmVtZZlCp+WXWOKJC7FiBKqV9g6VuPsT6onlzeEo8u2VehpLdpV1gaybBaRvdQUJUVZl+0j2zfU7mIMuWODlNvGaoPpPN8KBo5dX+mnVaddv/W4tftTUs8qtMVqg1ZiC9Hzi0eMu5trG2hVmERlsbnCWpnv7FPYRGWKethcRfvG1Jj9Zc/r2w4jyyZyh9VpVrRUcZn0WbRRS40ke9UWqQhsqV6sWcluonFVKqpeWtZEnsaCq2LDbcsVIuhMk+4fto1V+KR14mIuROkUPkW/ihtKQWRfjKe8VZ4E0E0nekp80vVAn3nrvYvYA2YuB6O/17J9eq1nfr63S9SZ6+6CmUkjnyE7z4CRTsPs7ICZzyGzYZ0om16/VqxLr18HI2XbHlZfZDZuEHZNZq1ld/S8+D9k1qxEOBES9mGufQOCDZYDR0v2wUyEYHSsE+00Oq36xWc+B6Ov02I+5DIwyclj5GGS/RJPAAVbxfqkm2lfoQ/IBjXZ8RuWHUM2eyFDoklsEaqLyhb6nY5PfKZ6HRvIZljQ8kwSpk4OuMIZDQQtu0vQVuldQUNe/KZ7gPW+Sv1MUPaTQjXQTK80HNsZTjzxRDzwwANYuXIlxo61IjsGg1QqJby0Bt1oDAM9PT2YNWsW/vXaYtTV12NqcwwrOpObzQQWZWF3nB5HTiIO28ix6jPLLif0shBRTtlLsXKdjOJHWNnuZHXr7M+WbQ9hbJOTOWt0faRsOU51oyiphkio6NiiSLJy5eRsfgmWbSLCUt3JdB9OfeTr2G5caZdLMuBIT2oe9q550LpiUuo9Pd1bnorHQlQpasLs3lC2nIsmJmcLYeHDPFsIz9YmfvczehDbhotlanXu7G8cnJbnCl+Wweo2U86YMfrcsxWcBiUesgUEpu+BzLsvFX+H6p1Q5OCYSc73cdOc7eutKKzi75hDvzWizvElc95UPg5+9mQ6aYQNCI2fV07XEgtY+HlhRtT6zih6UviynrIy5+kUSbPuPaed61a4yuXWLC1+71nirOt4e5n4fHbVelz+2EtoCodx815zMaUujr51zthIdjj93d7tDiNfUcgK836+H3emV+MUjCubnY+uq+fQgfnowd5oxJ5oHBCtz6bykdA5aUrZVL4k8ngCm7ACSZy7z5GIvbTIc/uNyOCvWIP90IyT61qLy+eMdqh34/ey7t83vLIAL61vxzOXn1WcdU1McMZNZJSzfaDVfc/XG511/OVHvg749ccpf3pdQ9nvoo5ChB9Hd08vWnY7HO+8845ItEGzwfTX0NCAaNRNA9ieQc8+osK//tlTUV+IZBkq9KSz2P3nfxaaRdQvCtsHMpmMyMCXTCaxYsWKLdI/8rKf3lyyCvUNDSLrb09hco5D3qPXM7uEbufxPDArZpZj6+BN+eOyC16MKNkm4dnp3Nn7mK0RCojnmO1A86JHlVDSXZn9Bg6vPrXaVx6VxoInlU+m3nHpAvY9EIogz/WVPCh7LgpcBZqga78yzYhvFyif/a1qip4kmeHaplJWZI9+oMges2dj2faYIcc2N1lWPm6fWOWcZwyvg7+jVMnqK7GfXb89+ruEElkpkyIvlrWex4FIzHKu2Mu5LEbBeeH8dmxUs7/b89nuyrjnQevjz3/xu9dpQ7q90zNjcrrDsc1zqUzZ7H18OYHEq4/4438xb8kyzJ0+FU9//ENiebTVehZGpu8sHF3BjPMeEGlKlM3aLdskeqKpvO1DjqlyWaQJTHrC5HIHUuZpdwVs3Mrj24siK19jZTL2dff0oG367GFtP9XSdiIo+2k7jpi69tprhRFFoeetra3YtGmTSGn8z3/+U8zWbYlTikAXAb8Q5FDCtT0VXvB9AtK46k2r7BFGf1ctNK+HHbLLSzM6+Q1kVA2W90xOqU/953ns3dqMb+++C+oHKTA8TbdEzklLqpxjipxQB6AZUQTwEjqFztNUxDEaYZHNrxonFelN3fP9nxZ1p5agH/9Du3jBOw6jEX95cdkZWFr/PvrEfhsRwhx4O1QJ3ZksHl25DqdOnzSshIIpc5lyuihsr7jgggtw1llnCV2pRCKBpUuX4oorrsD777+P3//+91t8rW3OfrKjv/2MJGl0Dp9bWs3gckr5GCZzyPh5LPjhkvj4LtPxzN134fzdLCoeR3rJO8JrHhxdoCT6EMp+UhiWjqlzzjkHP/jBD3DZZZeht7dXzNDNmTNHhI9/8pOfrPn+SS9pXU954Tu/QI6Y8ivkiCm/IrzTPki//gT8DBEx1TvwsUAz/t98fj72HtuKW+bOERoigwVFDc5BA15HF2ahDs0ezimKlKpHEK+gE4thzT5GoaMNYeHQakMErQghgaBrpp+wK+rx7A9+JZb+E2uxGmlMRgyHogVTpk3D1H13x8v3/bPEIfUqutCFHKYihv3RDEs9xRu3zH9XRBWcMcPSgFDYurB0DQJDXKeazNjWOP/883HzzTcLEfR0Oo1cLof99tsP//73v/HBD36w5vsnjaV+lrDFjyD9qlyB0udnUJSMck5BaHWanf7ObCwipuQkQSMQn9hlBjDvf5ize6ljKjJ1J0vqIe1mTigML9TCdrLqVfbTduuYorDwO+64Q3wnxxRpI2xpCuNqkMzloWXz2NCXQU+BVic0jzxoa+1Mq4GHwtqZ7DZH3+PUPZkCyLfpTTlGXg/7zjUQRBtY3LWcGbCr3x1yaqOeZceyxTtFWzJ5dIZzQqdqIOHjId0pX5CfKhsZ7ZWpkMRHOXgwc9QVS+6uj89Ouopp3mHOJMZYBMuYwrPtmT2boPFsKl6ZW6RQZtLCKK5imcD0emmmhOsvsFBkLVIhtNUjZFnOPsI73dY/EovZLKacwYzT9/IsZDnz/H+kZjuh1nqPMxuYj64vfg8UxA6dguVDf2MsfJ2QNbTNUir0Aj+++LvPotsRtIIWUNnzxfZLgu5lw5+l8GW9r5CNsL8TRufGsiHhhHyvE/qd7nS+P/3eKizp6sVX5+6M1Dp3u7vXOLTDLnbBpKTByjPaHRZowrJ8v6DWnYixng6gKYhhJuoEDW8DMliPtPgk4fLXYEU5UJdSJFUcAZDqAmXITCGPJAzQyByLKI7BKExDXDi8utasx7uPPye2I6WWd9GLeVo3OswcZulxfDo2HpMCTl9Oijn93TzdCUVfqOdx/5JV+MYRe2OHHccj1urQPMNNjGJXXz58nRCQr6UC5CtU43RXTlXlGSil66Bclj+j133uFBS2RxxyyCHiz45mqqur2+KMe9WA7gdkt6SzpC9Zhuom3aZclO0KFCQvehLfvpT+x6rmWV43cwzl9+PdIB59ZmrOctsxV9TaYVnUOF2vhKZoVEdv5HCV4xmOZUUfF+3QG/J5Kr/TCpnumN2RF7IBHtT8ahVEOH2IPb9LmsnbUIlaVinrWLm6KlENS8qVzzRodqz2pkdx+5JnoCtpODsmZloFKvUJg4tOKktPkB5TmXa7jruEG8oaUWGyzbafDZIj8KJiyn3iyvjG7F2JlufKxMef4bItjPL2eLjesT3lxB08W16eOdo5lY9nYpYRKCSR4VQ+LUDaTCbCLWPKZxdm77lyBm+N0fxc62RaHqfvcYkDXq5SRupKGTI9qKqVMlra61zZFRUUhptjioNC0bc27CwofgY5iJpiQazvLe/Q8gtI60lFTAGxvY9C8uVH4WdQNhQUBLcHgr8uWYWpiTrs0dqErh7HgTZYBDUdJwTa8Pv8aqEndRCaSyh6FMX0W6xEDHohQiqMnZHA3iCRbxP9yAuaH0U4dSMrfhPRLwQdYegYgwjGISJ+c8SaGjBulx3xr0eX4gV0og95zNHrcHZwLMbpETRW8QKcyudx3WNvYNcxLThz1xlb3B8Kg4OdCWYoUZMUygqDxragnIrMXz6f+A0HSGPKKJkg9BsC4SjyJK7sc2hN42B2Dtx2GEmgrG1+iJiqBL2+BaZw/GxZAgqFkWc72fUqDAPH1LYAF9n2K9J5Q+gk+B1Gut8XvPjNIfnak/A7zCQTqq8S7f0pPL5mHT43e+aQ6iiN0SI4Um/FI8Ym9CCHI9AqdKVsdCArIqE+gDYRJUWC5FYuKovqV4eg+HNk66vDip4O3PPsv7ESXZiBOPZFE3axU2VXAXJKfWneAizt7sG9px9dTFetoKAwMqDMJysrsb9dUhYMFqntZ5hd/qbxyVH7fn6fEOGPYWX3KChUgnJMSejzuT6CTc+TM8b4ERpla+PUMJ8iuuuBSL3+FHwNRv2rFvcvWCTskBMmjx/y5uyhNyBkBPAYNgrnFHdMkSOKoqRIhJz+doATBj4YUETVC+jAwr4+jInW40SMwQQMLJNKXy6Hr85/C/M6u/Grjx6OOaNbtqhNClsGOyvOUGKo61MYfshVSmXsE9AkxDBJdl1TkA6LWYFW5RdoDaNhdq2Dr8FlK/x8X9jWjVDYLm0nu14FC8oxxTLRpQNZjE5EsKIrVVYDoItlnOHr8hVCtrn2Ey+3SdJ92sRoc0nmHEsyLapqQ8Pl9nT2Z8vW18s0phrjDgfZMEKIBnX0FNrh0oOoMGRcfcI24dpacn1RFr6YN91aYi0641y7ePVSmmVt8/0tuxsDjHOtwQk311i4sZYLweT8aa5RVEHHwJ26OOzJGw8y3jjXftI4N1zSvzGZhoNcnwvcIMw4bdWYNhqCkrZOgOlrpZz9ZJa4s/IZTHvMlZqX6S7JOllaxKGVcN0uLe++DsIe/HeNZptk3Sf7d6/z20wxRyLTChJ1RONl92sG0t66EXY/GjmYTItBTkOc7nT0otIdveLF5N5X3sEhba2Ip00hRNy/0U1rWMcyXyYr6LlxjakJTLcpka3H7mYcUS2AtUx/jhxJK5DE/VgjdKZ2QX1VGflkUJTVfHQLYfMQNJzZOhUn7XMQ6hfMK5aJNjsOu3CdW+8gPsqKpnqnqxtffGMe1vUl8csTD8UxB811lYuxLDWB5jb2fbSnppTB0my79A6kc+7eKF9en03WWuPXjq0x1TeyKCmKyqcw1A4p+ktE9KJepkvXZojnufjt0m2fuDWZBsOm41pNsp/NYHpROtOV4jYI6SHSfott1HmDyutNlRxHlcfA+5hH+2t8n9Qmvo59r0pTSmpDoJLtw7WVDN1Tf4br37hXyA0KlNU8KrG/KunceJXzfBGUNEOZHhI75ZXr5ov72r3b59JdYseque0iM8CeaybTlWL1VntetKxb74fbvF7t1GS7jJ8LD11QV32m4dK2KtpV5XS3Mumy9m+JLcw1pphdy4WpZZFql1YTsxW0iNueC9WV10TiGlMyuE6VzjKX6glLK1OrbxH9prFB5GpDyPtdgWtRIRIvrx0l60rRxHq5dxfp2nNriVUaQ17XmOGtRVU4zy4ds2GO7YXKl8lk8PDDD+OPf/wjXn/9dey///74v//7P8/yTz75JG699VYsWrQIbW1tOPPMM/Hxj3+8LJtjIGVrAeWik7Bok4qQIcNSFmf3I9Rsn4Vg24RtfCa2A3gJpXrgxdUbsLC9GyeNH4dagpxSMvZCI87GROyDJryFXryEgaWr7kNOZP77E1bjRXRiJyRwdd1UHKDXo3vxsqrqyBgGXtzYjmteXYBznn4J4YCO+884FgdOcoQ/FRQURha6U0o/hZK7lAib+xHVOotGOLTwlkUsjwh4OjX8A5o0NdkEq4LClmD33XfHL3/5Sxx77LFYtmwZlixZ4ln2D3/4A4444gjMmDEDt99+u8ja+/nPfx6XXnrpFpWtFVTElIRZbQksWDdwPZmRhKZoCK3xEPq7/O2c0kJRmEq8E0bSiQbyLSIDMy5/+dq72Km1Efu2lM8eV2uQmPlExHAggGfQjn3hbgdFQlEmvhgCoiw5o3qRF/pUq5GCDg3TEMPRaBMC6nEtgGhzIyYcsDfwaKkQfkc2i+Wd/Xi/vw9vdHfj1e4upAwD42JRXDt3Fs4+eFeVWGI7goqYUqgFGmNhdHpkAfYLIsGA0JmSMzT7DVog5Io28isswWt/gyKDTH9rn0NPkA1mAj4XgR/u2F4ipl566SWRdZfwuc99zrNcb2+vcCqddtpp+M53viOW7b333oLFcfHFF+Pcc88V0VYDLVtLKMdUAX3ZHIxMDs+v6Ch2TiWdJU5P40LhMo0uHHQGG0UNlKPuEdZ0OlSRXkbL4ZApbLxujoxEneP0PY4Eo/LxMuu7kmhNRIph7K0JJyQ0JLWB/8xy6hwzylI59/55F+VCTsRHnH2vlBJanozM8fpY5bw9GTkGm+LtC4gGHTqSEa137Ujj4s4eqYtLwl9dIcs8tN2DJkbgs2oe25eE+FbQb+DRXqZI21wKF2WJ6mah0fwmSZeBHnKON8C+u7ZnIcI6Dz2mfXmE7mslopiZ8iHBWef60DPuqEaj26HyGX3dzjZSG/hZ0iMsnJoZCpyuJ+qzw8ezq1w0QbPf7bxOdzq/X1+8Gk8vX4ubDtwN6U6n7rR0HfLxzd9hOHWPUMd4ImEWLj4q7PTppALFb1U+jQh0JArc1yWpbozLhbFjzLqGewv3hkczKawy0kgWwrDD0NCshdCkBfGRYBs+lGhGnJ2zybNbxUDQVryO+qOn4rnVGzBvQwfe6tyE+evasaHfGjvxUBC7jW/DZXvOwLG77Yidx7WK8N9Ik5NhNVTnFkzX4vVlz5kdAi/6m12jJaHpHnRN8buOXc+MfumiCHBan3ztpAu07tTIovIpKAwlBHXNBDb1sXupK9u8ty1VSY/Jazv+nJepfNXS97xobHz70qax5wbb3mA/ulM5N0uMU50YxU4roa2V328lKXXTLE/fM0sytToIVNlXnuelREqBHSyjDxnklPJKTV+tngqzmVyyCtK4cNGRKkRtVTU0ZDq/x/YuCrlYwI6Jr3O1u7rjdtmXlbbz2o8ELxpdiZyCR1tL+o21z2Vay20o/DZSve7+clEYJdoifzZze0yi8lUVhSWPM2bTcBpdgFH85H2Zeae/Atw2kPuR2791jnSF3thql7B+N48qS98z+ZiWzr+Lsud6D5Hs6kBw8/Q9aSyZ7O6geb3jiHWcP53zvl5cN69COeWcHXLUFZxSm8MDDzyAjo4OfOxjH3MtP/vss4UT6ve//33R2TSQsrWEckxJ2GN8I15bveVp3YczJjbFMK4xhvc2+pvWqEcTMHvV7EagoQX5ddVRuEYqtObxQJV98Ou3F2NSIo4PTB6HzoWOo3tr4NVML55Id6LfzIuopzo9gE9ESumE54bHFyl3WZiIQEM8yJzEZRyJoVGj8Hw4gh/+9Z9Y2t2HpkgYu45twWlzZmCXtmbsOnUcJjfXFx364QZFYdheQQYo18QYqjoV/I2WeBjtPo+YSkSCgs6XraAb6AcEwlHkmXamX6EFozDh76hzPZaA2VNet8kv0ETElBCq2tZNUdjObCe73lrglVdeEZ+77rqra3ljYyOmTJlSXD/QsrWEckxJeGuE0vjymTQyvZ3iL5dOomnqzhQqVLbs8o4kerP+NqoIRn/XICSjRx6yaxbD7zA3LK2qXFcyjUdXrMOlc3dEcBtk2fhwrFX8debzSJl5NOkhJCtQSkgwN1DFKH+ruwc/fO11vN3Ti0MmjMYPDt8bs1sbEWl0nE+hene0koKCgr/QmfS3U4rQk86VCJv7EcopZcFMOVHcfoXR3+17W9rsbS+JEFdQkNHd7b5fRCIR8TdYrFtnZQQdNcqJ1LPR2tpaXD/QsrWEckwVQJNb9De9ra6oMRUKer+wZdhsGM961yuJf3pl7OuXaD2cSue1jUzl4+U4fU+mAi565F4s+tvPXMtaZx+IuZ++qRiuzfe/w6g6jK0LF510cUYZMqLeWa8Mozx9L11h5jDLwtxTUjlOl+xjYa6VdNl56H+SbS+H7fMeDrAsF0EWChsIRWDwLG8clZwOPMyVZaCTQ5ZdlD0eGcs953JIt5SFw6lA9w7dZuH1PDRa86D4yYjstBfSrz9RNuOIi3pVDFmmVGvuhy/PEOIKWfbKgrcZSmNVof8yRYtncfHIfOjK6sf6S584C8byhcXlme7yWfn+Ou99oS9ydHMrkh0p5Ni1KFNOeKakALvXhKSxGmNvOTFG64vWOw+rQNh9/iezcvmM0yfZPikDHbvmgsxRPWaulRGP7g9/XLICt8ybj1nj2/CPL12MI6Y610uAnXMell5yjfDzwkLjZfDweh52Xy21wQy6s9nwbH6uvXJan0yJZfRSs/Bdzgg03KE0phRqgfpoCF3J7IDoe9xvXmr6mJvNnCdv48XqkpvjRWPjy6vNuMyPpyEaFFIGto2ouzLk8W08q3bR9yqW08rT9+Rm8+OowCB0b1OtgDu7NwfYsyoQCSLvlY2rGmqaKMdoRi4qmETR87APNDm/k5f9VKEN3B5zdZ383PCg1WmJUTA7Vxd+SO3hvz1oWGW382iraxOv/qokSs/L6Zun6Mnfvew0va4JRtf68uVy7m0qZcx1V+pxXrjdIWeg87AvOA2vou3isk8lKh+zcfV6R4ZAs22QKMkZaC77xyVxUW3ETLXU0Grrc9H32GJIGf/Y+4srYkh+v+PjofC9hPY6jFFrjalJkya5ll933XW4/vrrB11vvjDeAlKGSkIwGESWZbQcSNlaQjmmJKwZgeGmbXMPE0ZirG0iQvFG142oY+ErWPH4fTjw0u8hUHixXN7Rj5zKKoN8Nu37WR5C+vUn4XcYqxynVCX87Z0lOKCtFaOig5/h2F5ADrZvvfE2/rF8NS7Ybxdc+4EDEQkRtVVFRikoKJTCS8/ST+iliKmtlFZ7e4anU8pnKDqlfAyjz9/yKAJ2Rj5p8kxBgWPFihVoaHA0yrYkWsqm4dmRWPG423anZU1NTYMqW0uogGMJ9ZGR46t79/5bsf6NpxBtHo2Jh56K1p33R/2kWaifuKP4I+ihCDoWvor599xc3G5sQxQTmtwCxX6E7ajzOyK7Hwa/Qx+3Q1Xl3tvUhT1ats7Nu5boyWbxpZfm4d8r1uDGPefgG8cfiGh9PSJTZm7rpikM4azfUP8p+BshNQYQDwcRZBGrfkUg5B1d7ydoTZaeo5+hx50Xbd8iFLX+FIY1amU72fZTQ0OD629LHVOzZs0Sn4sWLXItp+iopUuXYueddx5U2VpCWZISRkqgUKanA8sf/yPS3Rav2QtN03fFrDOvQsvM3YrLKBTf7wKmBEMKMfYrVMQUYLRvftYzncujO51FS3h4OzQXpZM498kX8PLGDty872744CRLPN3MZJDbtHU45gq1hR7Qa/KnoOB3kKxCJQqgX6DsJwsqYgow0v5OpFSU9eDSHgrDErWynWplP33wgx8UjKmHH37Ytfypp55Cf38/PvShDw2qbC0xcsKDthDRgI5oUBf0FfokhKRZL25s8O9cV2pTr9uhw7WfuCZBuLAPG62JcFltpQgrJ2/D6+b7JW2ANQVNoFG7HYpclulXcd2lrNWell2PQrQuLELQCXXhgAhFt9tRKTUzh+6Rf9nO0mWDh7mHKmg19TBaQIq125DakGUiFZQNp9xy3o/iOBKRshRpSndvI0xZyoJMP4Fnc2XfZf605pHGtqQc589z/nYFPSWeNtYMRsrrEwg+uFMHP3It4j1jY2QY1zjltCe+79FIveZoTGlRpjHU3FZWbygfljKy8fBlxsUvSfnLefusv7jGkCHVHWi29JAEymST2xy47oDJNQgIaYvaq8cbkWPaQ7x/rGYb2NhrZSBqDoZglhEcD0vXR2PIOTO8uFyOj7tgyDm+SIPTj8GY+/zHmsufZ643RdC4ZlVTBPcvXolvvfQ+dhzTgnvPPAZTW6zQ3qZddgRCEej1LQiwEF+9odVTc4Hrs5mFfhTfZd02r7TPrD75mnDpsLkOSEqF7EoPzcZdiOmKVdKxsNtWTWpqBQWfwzCMqmY7+dXEbYpKelFe7DiZNmcy3SWtSjK+l10j2xrutjI7hr1UkB1E29m6U4aXrtQQBFVR5tVykB1jXNfRqKD3wrfiVfBHknyO+DQMt+eCgUBRs0Sug8O1uFr9I+l54EpRX6kOl56Oh76PbKe52pCrTneJTWpqoyYXnVPyc4vbcC7bLuC2Q0wv/SkPrSerreX7Qa7bS7Ooal0g3qey1qmtMUTHyZ/7Lv2rQdJ/+fmrpBdVhd1Xoo8p24F2OZcGl3SszL7Q6pwIMTOcsEMIxU3MpSvlpXkmvwNUoeMlinmO44HbxSXgdXt9F1B07u0J06dPxyc+8Qn8+Mc/xkc/+lHsscce2LRpE6644grssssuOOusswZVtpZQjikJo+oi2MTEzIcr8iRsrevIJXsQqC/cGKsEOZKURIIlaKoC8oH0e6/B7zCzm9ees19OuraSQOBQgZzxj65dj3teWIm32rtxyoxJ+N7HPoAoc9IWUaOUtgpbF5quDXnKY6pTwd+IBAOuiTUF/4ILwvsZZu/Gbd2EbY/BOp9GEtRL1YhALWwnu96B4Itf/CL+85//iO89PT14/vnnMWfOHPH78ssvx4UXXlgs+/Of/xzhcBgHHXQQxo8fjzVr1ojvd955J0IS5XogZWsF5ZiSsKyjukxl2zsmHnoyVj3zDyx+8C7MPP3qqrdLtq9FeyaOtgZ3ZgA/gswq9aoFhMZNR8bvzqkqImZGxaPYfWwrHlu3AcePH4ttiWW9/Xh87Xr0ZHNI5vMiM2Z9KIhRoTBGRcIiCnJVMomVyRRea+/A2lQa+49txc8P3wcHjRtV3ill5GGmeoGY0klQUFAohR117WeQo1/zyCao4D9o0QblnFLXg+OcG0RUv4KCDHI+XXDBBSiHsWPd7x+kU/WLX/wCN998M1avXo3W1la0tLSU3XYgZWsF5ZgqgOhr8XAAO7UlsGBdT9kwbi/ZAB42zel18u8ES8feFHd7HmNhZ109K8e3kUPWuRHIaYJin5EEDvjcDxBrGYO+XPU3wmX/vRv6jjujZc552NSXKTmGHsnw5G2iNMnlQtsZ+0ggzulIjGIXkjzGpNljo4u1IZl193E/oypyKp/XPkvPrfOinWf5UusiOkxWX5TRnsKcXyWHlefSzves4+jUsmmpnBOFozHuucmz2cjpbiM8FD1WNgzc2s45Fyar2xXmXKXXX0t1IxhlqXBZmDL/7goRl6mFbJ2rrRLF0pUCOFs+7N4MuYX5TSYoqUfqy/avgFdKaTYWNHlmr0DzopS/rnTA7HoVh1HonxNmTcX3n3oN+UQQdaEgMoVrqBxiZeh+5aCzsRaqc/oxMcahNEabo2KG+sW1m/Dbt5fgyVXrxf5bYxFBTyVaandPBut6k0gWritaN6WpHkfsOAnn7LYj9pg1tVhfw7Rx7uMbM8mi8jW0QWPXkhlyaH0ao6OKdrNz5roqpT7m6aE5rc7o73HqkvpEC0eqo2Gwc+ti0YSdMaPlvdtTbOsIm/GthVi5Ej/3L+jRTbepxlgYncnB61PKQTZezDdud8gTzaSRUa5c6b5Y7YZWdrksQ+AFbgOSLUnOKaOwjO/GRbGTLj+vtsqLKx178Rik31kPOQa5v71s3EpUPtd+2bqYrrko6l71VaKjaYw+76YzSffjCvQm9475c9vDFjIGGSXsQX0z6RjsOlz7l+wkvk7eZzU0Kmn/ZrXHwNe5qIpV0iM9qICudYGQi06q8XKyjeshrVAy1D2eyRWpfLw+JmvhovlLbfCEvB9GB+R2kRGOsX3QUbB7Da+Dj295X/y8VLR3mPwFr49rW1UaW1XSNzllsCR6yChTX7W00GGAWiV6GWidkyZNEn8DQV1dHWbOnDnkZYcayjElwXZKjQTUj7NeNHtXvINM9ya07LTPZrehm8ym3hSWtY+MyLEtQTqbdzug/ArJyeRHmD2bqip3/E5T8J0nX8Gdby/C5+fuhK2Fd9q7cNNLb+Hl9e3YsbkeNx25D07YYZKg1vAHnpHLoyeTFS9ciXDI5XDcLLIZGB1rERg9oTYHoaCgMKyxJU6pkQKaMAwqWqtwzikoClfJZI9PUZx049qwCgoKJVBvnBLmjKkfUc4pwson/oi1L/8HUz/wcUw49CxoAe8ZhcT4GZg+ZRJ2aEvgrbUjqx8GirpICFmVmc8ldu5X6K0TgJXvb7bchIY6fG7XHfHjeQvRFAnjpHiLawZ/qNGZyeDn7y7G/ctXYWpDAj8/ch8cPL4NkQZJfL4AaktDZJBZAyliqplChBVNZbhDRUwp1AJNWxgxNRLQGA0hkzfEn58RCgaQySpqp0bRQvA39GgCRsbfk90iYkrTRkzmd79ie4mYGslQjqkCmmIh1MVCWNHZj0Q4UJYylmWUD54hj9Po+He5HKfoTRnlfnGk8G8bjREnjDTGMnfxcGxCL9umUkaWfT5xDd5tG4uFD9yFjndexC7nfQ2xUeNdGfrssPNxB3wY9Ph4bnE7OyYr2xghw+h1Ak3OV57FMMIuskTEPczG1DkvxmFWzqYY2djIROh7WYa+3ozb2OEZ+2QqZTUZ/7oZPTHCQng39qXRwPqYn1ud0/CkVLh6sstZ19/prKhABzJ4ZjBOZ5PDhb1CYqsN1ebZSxidiRBocE5mNMqpTmkEW5zse3qUjV2PsGmeRU/8ZlFXecZhkG13PcD2y77zES0HsWmMysdpflo26a6bnScXza9SCt/CeDA2LIMec4470uRQBq3fvcXvnztiT6TDAdz88ttYs+MUfGnP2WLsJBvcM2V5NgbLZfEjvNHZhVe6OrFvazN2bWx0ZduLjUrgJ8+8gf+sWY9rj9wH5+45q0ihdVEvmWCh/PDj5SJNifKZDqmO+mbrS7ILZsMobBGkmXRO3zPTzBnuWu4+lxo7F/wakTPs8UyRPFMOv4445bBkdtdep3QhFBQ8EQxo4q83nYF9i3Ex5Qb5MsZv9dy0YmZRic3FqW6V5gTct9zylF+ZVFONedGRzLoiprwy+ZXsiTPL2H7l9xVeNz90/iyVbUXeBl5OFij3OrxK2RF5ffzZLDulvDIZuyjgnLonU5CqpZO5KhjEy55ETTIZzdN16CW0vHDZ/Rp0TIV1LurWQMAz37HF7tPsbrfulfFNBr+YXJkFM1ucBdGmfOWT3S76HrcPNZb5WrZL+RHJz/YSOmc5VKAJuuj8UlY+Tjv0HEOyjcvlM7isRWG5WWhvSVbELYEclWiybJCB8hRL2TZ3b88vZm95ENcm8gKNtcHer0qaozAAKBedhKkt5SMNhjP0YBA7n/QpHHzVbUh3b8LrP7/SpZ1E3+ff8VX0r18hfs8eW4+54xvQteI9vPvvX8OvaIkPMrJkhCEwZhr8Dn3MjKrLUlTSVQfvjhuP3Af3vrcMlzz5Etb2ux0r1eA3y5bjhrffwfp0Gpe/Nh/t6dJIhMv23QUPn3UsLthntkvXrSYIhqE1j6/tPhS2CshgJNr2kP4p49P3SES3Ttae7RnNsZBrws2vCJdLoOFDaLFG+B16XPUBRUxpIUXjG+6oie2k7CcX1JNDwtqekcuFbt1hN+z35V+jf8NKcSFkujbCNEx0L12AQCSG+GhLSO25px5DXTSMlp32xrw/fB8b9joIbTtYaSj9hPb+jCtiyq/ILZ0Pv8NYt2jA25w9dwe0GcA1z7+BD/7jSXx4wjicN30yxsfd4u3lsC6Vwr/XrsVv99kL9ZEQViVT6MvnhW5HkM3oksA5/W0V5DIwu9YBiUL0lMKwBdG59QqU7sHWqeBvJKVoZj+iK2Vp+PkdisZnwezdCL/D6O/yfYZrIYJPGMqIKYURYTvZ9SpYUI6pApqjQSRiISEWvL7Xyp6WlsKKeTg0p4zxUPJYBUcGz7DHqXuESY3Oy+rEhmjZTHWcskZY35f2DGfnkKmGrS0WZevN392OjQueQdP03RAbPdE5zuXzkIvFkJmxJxqnzsHKN19BYvLOJcctgxtjPAteizSL2hhx1vGZRdmWMwyn/9Nsv1mJ9sSpi/x7xT5hO+MURN7fpJehm064cIhl2NNTXWWpewSzx6FBGimHPmZK2b9cWUHC5TOEyDcrng0DefYSoHvrevDMJnrCoesFpFBo3gZOZwpM2w3GirfL0qh42Lsr254cBsx+Z9j5499FHR6UDz42ZEH6gObUHeIUNi/DQKIPuM6LHBpd+K2P3QFGj0PL1OJuKl9sdLJsxr7jomEcuPsO+N1r7+KOFxbgH6tW46ip47Hf+Dbs0dqEmc0NYpzy7H25VA4rUz342MypaG2tw0Pr1mFBdzc+98Y85N8A7jjpMOw6psVFvQvWxTwpepy+J2dQ4eU4lbNEV4y2C4Sg1TUTB9FZ7vVd6m8znfIUQuXrON3VtX2/NFZZWL8r9J+PzZJsjuW10jQpRJ1fF3ZbdUZnVlBQcCOkaeLZSdk/jQJFOc/pcebA7/Ml69irLdftk4XGo8Hy1CuZLe1lylTIbeaqMefBT6SJhHQ+X7RTONVNTkLrBd4PcrY+bqO4VzntkVQo3AnWOLVQ2q+n/k2VfjZuA0ZDQZdGp8boYDzbnouuJ2XS5du4ns1y1l+vTHWVwGlLlYTaOQ2K2zVyFjxOIWXPEK2hzUmeUqXkApc+kNfxccyHoHyNeUG2izVmKencPuBJAksGVH7AEVNmL0sgw5+5sq0Y8ZCykN7HXOeMP7N538tUPi5fwTL7ltDbPM5TxXHG6yiT8Zq0xiyNqfI0yIr0SK/MlZXora4xzfcjbVMlzc+LhqpBOn88M2CRvqjYJwrVQzmmJGR9JFi548mXCktk7UsPQwsExd/EQ07BynfeQCSeQOOheXQuextjZ86GH9GTzqIxrELyuVPKrzA2rRz0tg3RMC45YFecvcMk/PGtJXho8Up859k3hA5IYziEo6aMw9nTJ2Mm0606cMwoobnWm83h7oVL8ZtjDsAuLY34/fLV+MYTr+BPZxyDrQ4jDzPVo8LRRwCU+LlCLWBrVfoZ/UrwWyDHJ858jGoz+o5kGKleFTFlO8yUXuWwhhI/rz2UY0oCj4oa6QjVNWKX867FlGPOxis//jyWP/IHbHzjKbRMnIbmMRPx8BeORN3oSZiwx2HwI2Ii6ss/48EL+qSdfe+c0kjwu3P9FvVjPBTEJ3abKf6S2RzeWL0Rz63egL+/vwJ/fW85Dh3fhqt23xnjCzoEsaA1Q3XfcQcX69h7fBvunvcetgk0DZpKdaygoOABH5lPnqAocCE+7vPOCOgB5KQocT9Cq2/1vXNKD0dh5hyGhy9B9hNFTG3rdigobOdQjikJREHrTvlrpicxbjoOvOHP6HjnZZgwMGe/I5CIR9B60MmINrUhyChnfoueCzNagF9hrF28rZuw7ZFysu4NBWKhIPYdN0r8XbzHTvjHW8vwizffw8ceeQ7f23su9mlrKdmGIqhufvYNnDp7OrYVTJguSo3C8ISKmFKoBYIBHRkfRZ2XgwgaU2+fMCrRjHwEs49lZvYpTEbp9DPUbWH4Q0VM1R7KMcW48fTXlcpBL3Cw7c+BZKKppGvUmnA4zY0Rt+7SmDqHg9scDZTVS+jLuusO6kxbZQvFNjOhABr2tiKjQpEQgkEdbeMt3ammuNPWFnYMYh079saIM5wS7Hu8gu4WT2tcZXeXRLVxXSkOfi4iUpYc3tYmpv1Vz6h7lOUsajiaB3qfE5KtZ/rKakqJ9nSwyBqu4ySH8HIuPNeYYrpSMq+bc9xdnHQpna8ZjJbljRsRxjVvkrR16pmodZbx+WnGr2ONsx1vU8TRNjLC5b8TkkwYoTdjlNUOE9vxY/B4ilfSFIkxEY94SHKosnPm3inXmPKY4ZW1CqTfoXpH70lnYy3AhMnD9W79o1zKmUE8oz6O43efgc8/+CyueWU+HjzpcMQLaZRT0RB+/NKbeGTxKhwzexquPOFgcW8KNziaSQGmFTUQ8Oycnsduay2Jsae5dapYqmfXeJTrZppQRtJ9Hkymwwamh4ZstnzqY8nAc50Lvr18DEx01HTpuLm30RtK9aYCEUdfTmFo0NHRgXvuuQcvv/wy2tvbMX36dJx11lnYZ599VBcPM2iFv0wu7+geVfkWxh3dumZ6ruOPcP5d1hwMS5qa5WwNa18YBFx3ngpLyYFfud2yrci1pPghVTLtqg3KGgzDku+Xa3rJmle8//mzOSD6gNkb2VR5XSmmTci1pwS8nFsyTZDdz90HMQi9KVnfiUv6VBKuZs8ok9WnR+tgJnvK75Zp77hsPUnrJ8fOHx/H3Pat9hRr0mDg45DrlwUr6nZ52ArS+bL1jDSNprQ8Nqmg78QzvWrM1rDqZsfO7VWmYenSlJJ0pbi2lUs7aqhh94lRiJriE3t8vxUcuS5dKDb2S2wufm3ybfh+ZD01rwyicp94jIeKfVdogxny1sBVUJChHFMSxtZHsKzT30K3TbEQ4uEgNjFBZj+CG2N+hpdR5St4Gb5DiIZIGHeceCjeXbq26JQiNEbDOG/XHXDp3rMxeQcnScFWhx6AFk0AGeWkGe6wUxQPdZ3V4qWXXsKhhx4qnFGXXHIJxo8fj//+97844IAD8MUvfhHf+973hrRtCrUHPS2j4SB608zp4EOEgzqMrAnD51S+ih41H8HM+pzCRtBUxjExgUZUvkpC+wq+tJ3sehUsKMeUBL87pQhrulIVswv6BXn1AClmCfS5iQ2zv3ur7Ceo65jR6M74R5jKhNG3GfI5oZWhsSg5BYXBoKurCxdccAFuueUWhMOW0/cjH/kI6urq8P3vfx+nnXaaipwaZqBnhN+dUoT+TL7qDGkjGeoF3HFI+H008Ay7foVJkU4itFS9WykoVIJyTEmY3BjD0o7+zabprWMp4XkorExb4+saGGUsFnJ7R4k2ZoPbNFyuQW5PjFGYxjCKnVyO09g4xY5TEJMZJzx0emtcpH1evMmi2IxucMJhx7PvhMmN0bK0Pq/oUELGIxS5O+0Oz5ZD772Oz7XOdY6cc9Ecc4dgtzHqZAujTiZ4FttgAGa3QzPSuHhjur8kpXw52hJ/IJeEFTMqpmeKeznNKg8/ZrQluZxXyLkZa3TaI1PdzPJh93oo7A4l5ulgQ/Gy3/O6uz3JtBP6nWT0vRSPURe/nXJefsGIlHM7b+rlaX6MRleCAepf6I2jYXZvLP7WYm5aHk8Pze8AETYLwql3ot3smgs3OPXFWhmXTND0ImXrCMW9td/yLDOUwb6bkv4LD8g32LpIVDo+ihgLRqCPGgWjY7WzPF5fXVQZ6wdOVa2YhjjgTdFzUV/rnDZoMYdSKY4p4qwzw/Hy14dEJeDaKHqDpfWla24K83DHttaYOuigg3D00UeXLD/qqKOEY+qFF15QjqlhBrrzJiKhss4pOfqYv6q7V1V4tlegk3HwOxxnBsqjk9fBHym8Zl1qT5ZVmGHHwIlKjdEgktk8sgX6Ojf1goz2ximHopxESaxGyoCbSC5al2Q68V0xVn1F6B62r0ydjLLO45KcVCzP7R8XZZ7RkVzfqxNLN6Wu4vaJi1pUJR2pIjXJxb9kzwqZgsbBjskMBGAGvCQCXAanZxvssUTIsfPMl1dN5ZN+8yer67qqFMHhYQ+WFCschx6pc4mf82e+Vqnv9Ar9zffL6+N0PflcsjoqjhNuC3sdn7Sc0zf5Tc2mI4rEMTpFU6bLH1O1dEIX/a/C9eJVn3ReXf3A+0e2yzzGp1apHwrvJSXvMcMYSmOq9lCOKQm2U8rPWLypX4Sj+x35XK7EmPUlVCg6jA3LtvVZ2PbIpYUQvubTZAgjCZquDb1jagCiPbFY+ai7+fPni8+2trYha5fC1oGKmLLQlcqqBBFickRR2MrqYfkQRrLH9ylTio65WupZKQxL28muV8GCukIkTGl2RzX4ERQxNb3VHTHhRwQqCCn7CUJXyOfQx0zb1k3Y9qCIqbEztnUrFLZzdHd3u/7S6epeUNetW4fvfve7wil1wgkn1LydCrWJmPI7GqOhkgQdfkRAjhD3KbTQyIq2HQz0uDsK3I+giClNSgqkoKBQChUxxcKo6a8jmSlShUJSFrxosDzlhIdgG2E58wuj+YUCZal7hCyj0SRzrD6esUaac+CUpmDA2W+UQkYZRiecMMpxSSfMflTcWd6fZRniCsc0d4JF+2pmFL0JEpVvVNwZQg0so12KhRinJbpWX9Y51kw+70nd48fHaZCVwM8Fb/eYOnefJHj2PWZEannnJcrIZzzDeGU6kgseIdAmo/iJOvh3HjbrEVpbQt+rFObMQ3IZhYmfCpmd5MoExASuTcpmF28umzmHZzcz2UOXh5vL9AHOJuPUPTlLX4p95yHmcveajMo3GGkPLcTCjOXw5QJN02xf5Son0zK1NKNzBp3zrMd5Vhl3ODM/Y+EWp0+N/n5PrY5qBRI5fS/T3e9J5dMZJfn/2bsKMKmtrn2S8fVlWdy9QAtUaKm7UveWuru7e7+vX93d+9eVKhWoUqFAocWluC7rOz7/895MJufemQwDZQu7k3efPDM7SW5ubpJ7T84973t0Rn2Mq5paSYpFbPUS0hl1Tmf3o5qpUGPr9EJmmKocTRsHsETXU9ubRW3xbJJxRicFEoyuKtH3cpy1NLPeqNlvWjqaU/y8a9eu0u833XQT3XzzzVn3DQaDdMQRR9Dq1avpvffeo6IixxnekgA7B3Q9LgkgsYKU7bldk6viit0ktfpoSll6s9zivH6cnhbjbHClcu5Y5vokGLcMmQmxn2mL8LGLH8evUOK4M0saL7NkIearpMyAKtVNWsfGUrXxtMy0Qx5Az+0ltWxOb4qFc9QVkmh0Stm21D77bMW2dD21fMnOykLrYrYUvy66Qk/SbOhoMUTKmDa5ak/yc+fZk5XLIiVgtrnmytBui2zBHrI2Whbnao7tbZ6viJiS2psfU8nkZzc2p11Lm4x2SobqbGXYbpZLeVloovy+NeU8zE/NjrKZpW783uBXJaGO4dy2srmn07Ig2tH3lOyUtnVdR1mMlg5H/Lz54TimFMABsrI+v4X6Kou8wkhamedZ+TDjFw86Gen0QDHFG2son6FVdqfEwr8or+Hxk6tDT0pUL93YNXGwCWPhwoVUUmI5In2+7BEDkUhEiJ1///339Nhjj9HBBx/8L9TSwYYGXpggAQB9pXxGoc9NoWhMdpDlqf0UU/U38xAub4BiTJM0XyOmEvVVlNfw+AwhfEcI3oGDrHAcUwqCLJonX1HdFM1ZiLO1ayQ4rYDomfx2SgGJKkvwO28RDVN81SLSbCJHHbQcwEBWI9w2RJkAnFLcMZUNsViMjj32WBo9ejQ99NBDdM4552zQOjn495DIECmbjwhGnKx8gKMxZSDfnVJAvKnesaWjEUpoyMznvFW0ZDSH7WSW68CAozGlwJEGMLLZcdphvoLTlPIZeoGVyS9foZU4YszkcpFWbGSpc+DgnyIej9OJJ55I77zzDj3wwAN0wQUXOI3awuG8chkyDWoWwnyEYz8ZcPkc3VrdaQNDJkKhxzlw4CAdzlOSRKFXF7pDuuZK8bnjCv9eZ16rQEzPnLI3ixaJn5G7+Xd1P7tJRzVNL/+f6xNkc66V+y2HU3nAk1Hbx+vShb6AmYrWx45T6pMdVmU+xqsO1ae++5iuUZNyrmFGhudaWx5djlYr9lrHasP0opZqspguj+7ysfK4hlYJO2/1nCShUqaRIc5eSgGbWQuBa+kY/3szc77V7Xh2M5bilqdWlXRxVH441zhQ+fdsAAyzKoRY26uaBPwyFXCtnkgTkc/SFSK9KeNxpRSyimFul25adYDy9MeyrpT13aPw6iVtLFm4S9pOald2fgmdpbRm3wVMfQDc21lmNCTNMa6NxPbRA0pCAa4XxigPmlfWd+LrpN+ZrpWqHRVn93GkoSmj9pSogt9qExfTmIrUyHVw41guNyU0F+k8ITvTd5K0upR7V/NZ+mMuv9wOerAhsw4bu86qxpTOykswTb20FMcMWiySOR0001Mz6mNFCMZqVhuf9a1s1hvttKFn6NahPGiZnHnmmfTaa6/R/fffTxdddNGGrYuDfxXQIPLoeGR1S6eGZ5RXtud9djxLontVVzP1+3r4ffh4opYhrcliS4V1q66eeGabDfaEizRKJEvl58rHQW6DGIVYfbOLjfNRpl8FcBNT06x/2FfpmMZxrb40zNqbayZlay9uY6llS23E7J0EKJ38f24z5agjJJ2UdFB7fZ9smlV2ulLZtH54G/GIQJVbwffyMvsriuua1Drk+pxp55FFY4i3OddA49corrSV3auI+ujY6Y/Z1lMMn+xacptU1RtK/p/KSJcL7K6lOr7wOnEdzlz1j3Jdx20F1qgJTdHG4rvz31P7J4jieqpfMM7Bpg6qDhQvm69T9a94ebnqgOWocyXpbvHvStZJbmdpEcNG1VpThs7msJ3Mch0IOI4pBfmuj+CApAHOISZAINtH8TzXioCz0bkXkiLoTlipg3+IDz/8kJ599lkqLi4WND4sHKNGjaKTTz7ZaecWhISSxMVBfgMiwQlb8fL8yu4cUxLf5B2cl26jg3QCKR04WCscx1QG8fNV+S76jRk/TaOI8yruIEM2wfyEY1FghlIrLCNqcjTHWjww27yBs/KtS3nbbbcdjRkzxnZ9z549N1ClHPybPaTP45Iy8+UjEN0romycmQwHYi7Hcc459pM55rrSsxI7aFloDtvJLNeBgOOYSqLY46ISr4vqw7EUXU2ieIHG5rcsDT4zyGl4nIqUiQ7I0ytz+JmgMELiTQRYnt5CvgL1izMKEqcCqbNULNyzImDpBRV5LKpNhIUoa8n6JZIpeXnIuYsdU5xHg5W1TouxlPc8JNRl0W7Ev1I4u/V7hOckVtqIh5KXx2R6mxQez8ooYoWr15LXwcWCsjUecpyIp4depyrntk9lX1icka6Xtl2RdS0SXis9esLDqUnKI+r2Z6RKJZKh4iaiLLCc0zTDsWyU0czpqr3IJGI388nDnFlIr8cr07qkdNyMmsDTbIu6suvH70l+jVVhfn4tOaLK+XkY5SvuZWnNo1lCaJNGRAICpqwN0oQK/RY1UCtg15/R9XRGe1PXxRvrbMuWqHw24evxJosOB3jZukiDtX9YofLxdZyOqHvl+04rDAhuQGLNUtIKrHtVqqfSpyXYvSqFiHuUEHimP8H7EAnKc8CpF1IqZbW/TYaSp63j921EpunFq5anvsfWrDA+GR3SwT9H+/btxeKgdQCUfCzRWCzV13NqePZAKkZHyiKFYLt3GrWM0844BTxHaopE3ZEr7mN0cDengvFyKUEeNo5JVHOJAiNP+PB1Uito9mY6LzuNtsaL4PQv3g6MkpW2nZYb3Utax2xNQem0oUHZSgColDH+D29vLmMgKsto+rx+qv3Ey+DrWB1iivQup+9loz7ypuS2lQuRY3YPAHdSMBoWKLFk0+aS+aPb143/LzVJGqU1830jt71iD7C6Jvg1tnvOFbqXUph8XH6D2ozzaftxShu32RX7UtrH7t5Uz0nqG2LrvE+q3rjW2CcHil02SQK8saSgbGdn42Sj6Nn2G9mumWT3K/1YNJj2PiW9VzlwsBY4jikFJQEP1Tbld4SIy6ULbYdonnv2oZmTcN5HKeFM/YpIoUTNyvyeBnd7ydW5PyXWLN7YNXHwDwEnpKSLtgGwoctz0BIjptwUUpzf+QaXy0WxODLzUV4DEy+JsBMtlNc2QxKax0cJaJXmM9xe0qDT2Zr0lvIQzWE7meU6MOA4phTku1MKiMbitrMo+YR4qMkhcK1NJDJPkKhGFE2eG5iRIEVnTyBXRYeNXRMHLVz83EHrA3rHfHdKAYgac4BEG84LOJBKBpDHiIcaHVs6EqQEXi+VhEYOWhgc8fNmh+OYSiLg1sRS4PWmjKuAR3bOcBpULO7KTOVT+FFSGHCW93s5Uxmjo7HvboVyovEZCBbKqoafc+hBizLk91gUOz/PgIWMItEIJZIhmnpjQ04ZGKRwUUaV4pGnYjObLGpqhjYpaw77XuqTb1s7mleA0SPVjDySrWAT5qr7CykRZNnJ7OhDLKOe2I+9oHEvOM8eBsS9hZmpeNmy8rHtwgmWaYfR9YAYuwdiCk3TLsujn/3vTVjh0HoiQXF2r/FQXTu+vMayMorNEpmfg4iyO3+W+HX1S9QIe/oBP9eg0iYao0u6edpebkArIfR6kXEfa6XtKb54puWcUjIs6iwTI8++F2fPWBodje/P7iGV8pmwoZPyrHxqfVxsH2+JtV00KL8sRBlNMMFeqHSWoU/UCZn0PD5ydx1AidWL1pkXL4WLK8+BlL0vLp+7tZFyo6jZaEwoVECdb2e3T1TNbONKuxZaxHm5cODADjBTsPjc7pRjRqJsM8qReBRtxmKVXs7/tctWrGaJk7PgZaaZGYXb0HWyRYprmTPnScd3uSkGuyh5YpziLpWt1kfKGGdvmkvDn5QNkHKClB1PuS65UOTTHS2Zt3N5AxQDBT7TcSnzuabVxo7Wpb7c8/ayo+sp23Gqm/w9x+x2aZkPM8tDCPvJHI/txiD51iJSqPR24LaU3fMh6mCXuVgtT3oYOQ1WqQ9/sPg5qe8HyedKDxRRvKHaWsGfNyVrt3Qts2VY5MexoYZmm1SV6HZp9bbLfBfLaC8lK5G5DuZ3j480l8c+Q6FEGcxCQcySRY/TCdNevDIdR4EkA7MeWQvTC9TXSiV04ECF45hSEFZfUvIQopNWeMP5iHhTnTPLg3YI53kINp6JGidiCg686NzJ5Cqt2NiXw8GGEmLdkHDEO/MeTrQQUQz2kxMlIzml8hkpp1QeI95Uv7GrsPERCRk0PmUS0UELQ3PYTma5DgScllDgdnieImIKnv18hx6wRKzzGYgcy3cgYirvM8sgYqrXkI19KRw4cLAJ61PmOxAxlTUsJU/gYkkt8hkuJQI6H4GIqbwHIqb8Tjs4cLA2OBFTSejhJtLDbiHY6EpmXvCpGUI83oy0Pk7fUzNjcCqftF3cPgw4wOl7MZbhQBUP5CGUWcKhpbBnRjmSsqGwUNZEPCKyKCC7jHocNbuClIVFzZRiVk35X6Lese9q5jxOywqz7wklvQ6n7/GJSl6eGpXOqWVh1ow+Rr2KRaMyJY3RhKTi1FBWdi3irE3iftnRlfBZ/yfYcfg9xM8biLJUc2EWSqzeT/z9gFPfOH0P1FWp2oy2qDfVWCviSp4a6Zp7csv8wb6HWWVV6itnOvB6c80zG4ZBWtuFlIeRi/l7XRadLBDwZ6RhShUKBaWseipdNuGxrl+UXWeJpqbOorP7SWo5ns1OpaMx6h2vgdZoP4OjsZvB7ZdpdNJhkXkvtZ38LAtKm6ZRbOVC0hlFltMJE0GFasz7Fx5qr5xfwmsdN65kl0ztr1D0tBCjLktUAnk7qU5RFgXKr7OaAYnNaGrJ/lJzt65IWmS/UjNgbYgyHeQn8AyKJaGTK9k3uiTqu3xv8G5fpuuplPu1Z0RTfUCcgsb76TQqnw0SnOatjmk5UFJExBSnxNjQ99KyetmMa+rPvAY6P1dOJVLKVkYrq652B1XG2Wyao/y6cHpjDGOVTXsleCbkbBRGadxg2YqZHavux888LVMdl+OQKKQJ23OVMxVmyfLIx3MWZR5HduccbEX1GbF/DjJ/VyFJZthupZw7z8zMWpIlo0tlGkx953a/er2T5xsLh0nj20lZ6xTbhb+j8PtBaTuJisej0jgVX20fbrvyZ5GywIZOqIpVZ6Tv8X1iEeOYdlRDiVqstiOjEPJVanvzvouD90Fp7WiTyS8L9TkrMrVDK6LyNYftZJbrwIDTEiqcmS7xIutkCHBmulKPRLFD3XKi5wyDTy93hM8dOHBgAydQiHTxwuo0hBMplHzJcqKFnHtB3AgIfLCfGHTgwIEBJ2JKAWad8l3mNoHpzGwCoHmCOI+wyGMk6qoo3xEPNzpe/EScEo7uWuuA1gxZ+VCmg7yGZsVZ5y0SwnbK91Zw7KdUOzj6So7Olmk/KSLrDlogmsN2Mst1IOBETClI8BDsfA4acyLHSHPSnxv3Q5FFYctXSGHoeQvNeSYcOHBgCzkrVJ7CsZ2MZnDsJwFHozOd9pa3cPoGBw7WCidiKgk9VEN6ME5aQRnFg0YGCU1N7850RnyMB+122+s7cS0Frq0TzaIJxHWXKBK3Tw1qx7lXtgslXBk1fTif3Mf0sxA1Bq0A08jUs6Un5dxuXgf2XTVVuc6R10YjQeXPe1i9PUqK4yDTXQqxNk5wLQWlElEbPYYE07gR3HfmkJCMbp7bN4sOhXSNmKYU0OiytHUag5n1orJpCPB7S9VdcrFry9u7wMWufyNL34v/61dap8D1tCKNpEWYlpAkXlCUuX2UF5S4XWpmRWOK06wlPQeXvRYZv48TWfS5+NMZjmkZdTaKfIo4ZfI8hNZQQbn9c+C1BOKjTG9K0t9QrhHXj5P0osJKNiN+q/FjMn2neFODtEu80SojHrafpeOaU55CprUVkAXvNY9HzBJpgUJKBOusOgQbbJ9zF9d6YP1LtjTpCV8WfRcO3jdzXamwrIGXaGR1jbB72heQ9bNsj5OsQ2vj/+PabPCsfM7LR75Ci4RIi4ZJd3ut6Aj+zCi2FNci4r202kdyzSl+d6V17XZlsMhvSQMmxxTsqkZRIodjCs0km/PjOiJp0RNZ7CxpMzYuqu2VKlvVSeK2gm7fkHY6XlyHSLXTJEjnHZf0uriOqa1ejTqusj6F27hRTb6fwswG5HXNFreWzX7ikDQ6dftxmmvAcvspEQ/L584g3ZNZWAp8jWrLrqtGmHqudvph3DZTp+v5fcLtMY+qEZa8ZtCKkvRI+XOgvmdxjVa7+1bVZJIqx+8z+0ADSSdUvR+5jSLZ/Vw7SimQn0emZxn2E9qB29Zc88q2pnJ5Gn/HSUtSlYOdkqYDxtoomyafbTtk1hVrtWgO28ks14GA45hSEA/JL3j5CDhqVPHMfAQcW45SBLyWhUTMMZWXaO2Dba6h6PVrNnYtHGwAOOLnDjY4EnGHspNBeDxf4bSDAegK5TuFy7kXDMdjIuHIg7R0OOLnzY9WNg38z+GIHGNmAlkHHJeMFCmWz4g5g6lml+0k38TPKzpv7Fo4cOBgU4Smk+5xxH1hPzkw7EgHRlbjfIdzLxgZ8zSnf3TgYK3Y5N+2YrEYTZs2TXwfMGCARJsz0dDQQNXV1dS58/q/NGmRsAhHT9StSkXJZA1RZN9dmj3djofc8PTJdiHTgJvtw0OhpTTGCGfWrdDmBkb5C7GwZiDIZmsSNiG4AX5QipFfpIQ3Qgu9LHW8G9Ez/PSkNK3W+UVdFj0mpvAW+ZF8drHoImLJWhdndXUrVL4YC4HmFK0oiwNuUkLWI2wfTqN0+VxSuW5OR7JzVGVxYPHw84TXoniJOjH6XhO7fvzeUKOsbY+khu7b0QxY+LkWrJXLZqHo8QZrXSIcoUSDFSmj+Qsyay9lScdtN4nMU3sna2ETIs7oC+ojpmWmPmaje0gps+NaRuYs4E1es5imkRYotfZ2y/SvJnbRQuF4RlqB363b0ln4vaWmOObXJVZv0S/jNt9FHaoNOjIQDbJnVIHutergZs85udUQcSNEPrZklvwbe/4TSA/OwOl7ekGxbciyprN70iacmdMk0utl1SHOqHvi/zq5XTJCeYEStE3ze5LSqLF+pVXAofLlBWAbzZs3jzweD/Xv3z/jNlVVVcLOqqysXO/jaPEYabEIxaXI0iyOCU4ZyTJ+8rFLosRlq4v0TxYZAvY/7/clClOWQYRToCQzJhYlF+tTXHb6hHoWSjP/rlSBD5m2VD7lf74dp67HMyW+MbezCRLmEgkquDSDuMb/dHKP06PY94hiQHOJivUKWMvGTpSuLaNhRWXauBa1xj9NSpyjkRZuyky94vdAIsOYuw5QTSn+r6S+QM0XDcWpt/zeF5eLyWTw+0J5XaGYzcuRaiu6c7m3slH02HsR+i4OicZmZ9dm6U8y3vfRsCx9ohYXZ7aU+pqrUiRT+8hOT6nlJJooO1f1AeFtxM81S10laqE6acv7rqQ9xym5LR4Ola/ZsclPadx99920+eabi2XVqlVp6//3v/8Jh9R2221HW2+9NS1atOgfHU8vdISefW6XZFjlK9xOlIwBn+xQy0e4nHtBzPi5ugzY2JfCgQMHOeKUU04RttMuu+ySti4ej9Npp51Gffr0oUGDBtEhhxxCweA/oGzrTsQU4HFzhcf8hSvT5EYeQnPagVwZAgryDm4vaX55Yt+BAwfp2KS9D5MmTaJbb72VBg4cmHH9lClT6N577xURVQsXLqS9996bLrnkkn90zHhjDeU7QtGYFIWUr4hE81sXwESivoryHTFpBjRPgYipBX9u7Fo42BDAxIM587fBlk3anMg7vPLKK/Txxx9Tjx49Mq5/7bXX6K+//hKTeYsXLxaRD7Cn1hvxOMUjchRJPiISjWUXMs4TxFiyiXxGIqQkM8lDxBxb2oiYYsliHLRQNIvt5NhPHJusGzsUCtGoUaPomGOOoeLiYmFAqZg1axZtscUW1LFjR/H/yJEj6Zxzzlmv4yHUEItWWE7xZOfBM6qtLfOdtZG9Q4cHM6aFYPPQdptOPK7Qh+pD1j61YSuksy4kh3c2RjJz3As8Vo2iXut7gddFwXiCwkkKHqdR+RQelYdlluOIMPpeSAnN5aceZo3i5ZRIJWsGp0F6lRcgXiUe7cupfGob8CxvPJNIgNGt/F63dM2lcF8eQaOExkphq+yaqSHLEjWBxVpzVqWUoVFBPIv5y9dIzZ8l8odnLeNUPr1jX4ot/CujXoAW4CHC9hmQ4izzBw8rV9htEn1Pyobjyvy7qI/M3WArFEocW8ePK5ed2XePGb9YzGq7RuViciptmDW4RLtQ6iPduPz5j8iGbKzOolHGa1Zn/B6ulmmZnL6XYJwMTt1TM/G5WIY+FSIDoMtDru4DKTZ3cuaNlHBtfj8lWMh5WhPzc7fRM5My6AA861GjRVuMs7YSm61ZkbF+vKZSxkCAZenTC0qMz3grCkV30OoBZ9MFF1xAt99+O73zzjs0e/bstG1mzpxJO++8MxUUGBGx++yzD/3888/rdTxkgcO4p/sCFE868aVsWxtAr9GOnp6rDaaOSZy+Z5cxmVOxVfC+nY8nPo+bovFYyiyI2dCRNCWznFTXLJlrObgWqETZt91D3i7X6RaJIq+Yk1KmWF4fj0+e0OF2W4LTnhgNTxnbuXwFt2Oy0fV4Eep9kovDUL3mEj0t233MJ3PZ+KQXVlKiZnnmfbhUB7eflM3szjfbdbbLxKdm4eP/8uPYZetT9+G2q525Kuwn9l7DzSdOw1TrIB1T/d3mWBK9jWfsVaRHuK2RloEuF/qeSq+zuTdS9XH7RPRcIpn1PdP9ntpH6cPkjOC5UaQlu4o3ahZ6o137pB2GU1LVuvJ2MbMyOlGDDtYBm+wU57XXXksrV66k+++/33abESNG0G+//UZPP/00/fjjj3TdddcJ59Q/QcKZ8aOmSExyLOUrgmEnYgqILTQ03vIZzoyfIYIfWzRjY18KBxsAmsvVLIuDjQ9EPoHC169fP7roootst0OE+YsvvkgffPABjRkzRtha/8h+SiQoHnOEnsOR6PrpHLUyOFHGBmydUnkEx35KRkw50XMtHs1lOzn20yYeMTVu3DhhJL3++uvUpk0b2+0QKfXpp5/SHXfcQS+88ALtv//+dOWVV/6zg2MGI89Tu0L4HMEcETv1yzwBIqYo4lC4XN0G5j2Fy4iYyu/nARFHrnbdHeeUAwebMB5++GFhQ/3+++9Zs2HtuOOO9Nhjj4ntIX5+/fXX05FHHrn+B9aMCB4WHJu3GlPQ78p33xQ0phznFJFW2j7vnVNqxFTeZuVDxJTjnHLgoGU5pmpra+mkk06iAw88kI466qi1bj98+HAx47fB4Ex1JR1SjnxnOBIjmTyZn3B0hUBfwNtWnj8TiTjFa9ITUDhoqToJGzhg2tGY2uiYMWMGXX311XTNNdfQ4MGD17r9YYcdJpYNhnz3xihZgvMZ8Tyf4DXhREyZ9lOeA/Re55Fo+WgO28ks18Gm6ZhC6Hl1dTU9/vjj/+px4/4SigeKRUrTRDLFqfm5Vg5wFl0pex0phfvM+byc38zroGhMcd5/iJG2q5rkKJ+aUObesJjpSsVYqtqAx0V+0lIpeXkK4FhcfnjcTDdH0jWK23PIZVgDVqFHLtvH9ZBYm2TLGCi3Sdy2DlyniGsX8P3dCBvjWghrSYma+p/pUnEuttoMXE8p4LZJQ60cnpfB2zhH+r3tOWSDq+cQii+ekaa7I47rsTL2xb1WxpGgoivGmaG6TRuo67geB9+Oa0KJfWxPVtFSoMzaXby8NK0B83fdLbU915FS77Uw21BjR3UpIglRpvEm9TRhOTMW15LimkmhVdbvoWpLt0BsF7REiHmIsMsjd/luPzsyu48Tah2gMaXr5PIXU7RqpVVemRXR6iouk/ZJ026y+V3SJMgljTFWBRsz6qHFG+qk7WL11v+613oWE4XFWbIosfqZdXW3MiHf5kh53JpSQrdARKNROuGEE6hnz55C1uDfRMLjMzQ5dTcltGSK8CzjS84ufjvbKov9Zat1qNhzPM29nQ2QLUhWk/pzrh2lCU2YRAZbI87GhmyjbzzXuVI+KNnoTaXVO8fiuNaSzWGM+tnsr7ndlMjBISHp7Kj3jJ1uj1IHPp7zdXqO7ZpNS4zfJ1kbT9L0YUcq60CJmhWZbUXJvvdm1D9T70kObiuqbSLpW3KbMts52GhHpR+Xl832sXleNd2l2K78GZPPjT+L/DiqxlSCP3M5aCal6Upx/SlVi4q1t939ma1/y9g/CTtHl46lsevP7420svn/66PXl8WW4jYv1+eys4UFmM2Wdmdmqt8G0Bhs1baTWa4DgU3qboFAJyh5p59+OlVVVdHUqVPFgu/mbCAEz/9pRNacOXNo3rx5YlmwYIH43eU3XrDdHkMA2OXxio4ZofBY8N2VfMFzJ1Ofmulw8Sm2dblJh4A69sE22Cf5YmN9+sTvusdHWjK0E99xU+rJVKIpwV18aroQFMW2al3QXxb7jTpUFvlEJ15R4KUir4sqC73ie4nPTT3LC8jn1mlAZZHYFp/Ytkd5gRBA71Dso2Kfm4q8brEPBvnyAqO+bQuN9sD/cA4UeN3kdevkc7so4AXlT6NCn1GHomRdinweMWAW+tzkcenC0QVBda9LpxI/1hGVBbypbdHto1zs43a5yOXCeaI9XVKq2VR7i3M3rg3a2jiGWwy+bZL1Nj87lPiF0Hm7Iq84x1K/cY5oj3bJNjPPFZ9oU4iX4rxQH9RB06zrmbpGAVwbjTR/sRCF1nwFpHkDwrjQfQXGdYOjU7wQ+6w00uIcjfPDJ9oRx8H5A+ZnQLQHkVfQKnWxrQdto2nkTzoX+D6oN9oA1wjXBwvOAduifX1JJ4ievA91GEFmvT1+wygqrjB+KzOSCejtexrWDgYrr5+0sg6kFZYR+YqICsuN9Lf4H+MO/hfnGhD7iLrqWqruqBfuB9SlJGBcR3ziHHFdvMn7BAuuZ5HPOH/z/jbvk0KvcZ3RLtjOreNcjTY024V/4nesdyfrYW7rTd5T3uS25rONZ1g8v3gek/cZ7jsYp+Y25rOHa4RzRJmoN84B9VXvQ9S7LOARbYDtcO9hW3eyHE+yLub9opV3Mtq2uC2Rv4i00krS23YV3929h4m+wt1vG7Gtb4udRApi/+Dh5G7Xhbw9+pOv9yByt+1IBVvtTJovQEUj9jbacMTepHn95N98BLkqOpC35yByde5DekVH8vTbishXQJ7Ntjfu1c1GCOPD3W84aUXl5O4+iFzte5Be3oHcvYaQVlhK3s13NvrDZF1c3QaLMvT2vUgraUtacQVp5R2JfIWkVXQVz4TWtrvREZd3NmjTJe2IcM/geQqUEqFfLGpjbFtSabQHPjUXadgW92pBmbGNv9i4Vz0+0jv3N+rSZ0vhQBN1LCghd4/Bot6udt3I3WNzUW/PQJyjRq6eQ41279jXuL8ruhr3cUEpUVEFkScgaBiiLqUdxLYYL8yxA+MIxhMHDjYFvP/++/Trr7+KzMQQNjftp8bGRuG0wndkL24W+0nYNXrSFkr2nzZ2U8p+YuO4uq3L1sYy7Cu86Iq+WrKxkrYbkhdgW/ShyX48ta1SF4z16J/Rl5tjiT85BhUmx2A+XmFb9PFul9mXG/2+MV4btpAxNhj74DM1BiXHK9gB4jePVYdUXTB2KmM+bAVzGyEvkPxEXURZSVsC+xj2hdqG9u1t2iRm+dz+MGwNoy1gT+B8ub1nfmJbYTcl62LW3Tym9CmuUdL+ha2M64oF1wl9O+qXTD5hfprXHuWKuiftC+OYNm2o2B/muQLm2G9sa7QhtjXaW09dL8NuMrY19zXvI2HnCxvKLcZUUe+CpC2E8QNTUhijMDEJAXhvgTGe+IvEuGpum7In8SnuWaMtzPrwept2jdneuDawKczrw+09bGPug/9NuwfbGu2YvPbMBjI/uZ1qbmvUxWoH9dO8t4TtZNpNLuv+U+0ncZ8IG8iot/kc+rlNm6y/aWOZ24pro6X3J+I9CmO1NyCujVjQ3nh3Mu1U2LjmJ64dxntcG38JUUG5sC+0EmPMp6QdLGwM3U1acSWzVUqMbWEn6EnbJGWr6Ma1x/EDxUYdUKfCUuOYpcltzU/T7sa22M4bIN1XmLxPku+C5rsEPs13QvHseEkz3x/x3gG7JnlPiU/xPBnvj9hOLHjnRJ1Qjlk+2gfXj9Ub9hXsOfM+FrZQkpoq1Rs2KtrCy+5vs75K/R37acNh9erVtGrVqrSlvl6epFZRV1cnqOabMrSENB2w8R1ThxxySNrvS5cuFc6p/v37U69eveiTTz5Z72OcffbZ9OSTT6b9vmL+LCopKaYEOp5kk2xqEVMxvLgxVAUt73ZVk/V9WX1onSOmypPGFwBHToHblZql4RFTMMI4eDaa9YmYCrAUdOkRU1rmNlEiLFazdqgNGamasWdNMCYMSxw+DM2HZDUwqCGzn7muTQEGTuP3cr/VJhjE/WQdVw/WGRslEqTFQsZ9gv9heIjfk+0AQ1ms0ykhoohQmwSF3FZ0EdAUjSfXGDN2ZnGIskkeRrSv2XpacjbJXIdHF/XHeeB383ywnVmuMN6SRgX2KdTCqXrrtSuT02zGEcT/cEK53BRbtdhwVkXD4sU9vmKe4dGHgVGGwRcHi1MCgxb20V0Uw8CePFCjR45IqQvFU3WIIq24qK9G0URC1Nu8Njqrt3AMJs8J96TZPmqmQvPf1DkrnxsmYkqnOPPj1+B8WPn1yayY+C0UT6TOFecg6i2yYMr3d5sAi5hqQBSSUaJrzWKjr0gWEl0231iXSBgRU8n2Dq1YkdTEi1GottHaB/dJU9AwruIxI0JJ7KOTF1n48LvoizTylhSkWstVwDJsKlGJIisfDJeSCopXrcgcMVVqGH2pIooNZ6Vol6TjX/zukzN58uynUp8r9ZdyBFeiiWfiq059j61eJm0XXbUsY8QUHHOp7+WGgZjaroSdR/Klt7auntoM3Z0yjSf/dnTvP3UslJaW0qqvXqWSwoINW3ZDI7Xd43iqqamhkhIrqtLBv4PRo0cLGp8KOJDC4bCwnyB4ft99921w+2n54gXGNecz6ZtYxJRqz/GoVx7hy7P5Zo+YyjyeGJG+iYzRKtmiedYnYoqbSHJGW8oJTUrkL28TKaqFbYay+fjKx0+etRkTMIm4TR8uIqlMg8ncBsZPckkO9nxsiLEshmZUcqqlYQ+Z95VNGwv7SbELzLEZtq65m2l/mPaGG+Ne8n+fyBydtJdEdjXLINPCDamxWQ/VG/YSzr+4ghINGKMSlADrAecr1sUoAYeIGLdhK1rjYkiX2RGhmGU/4dTNeqfO2Ww+9pvG/sc5WBF8lBM2bMSUbhtxHskxYkqNrvezA+vs3tJCDdb3cJNkDWqCXmr8L2x4s4VEFJPVesZ5GP8bfYhpoLL+LVtWPv7dbBP8huseZe9ndhFTPGpbOW626CnbLH88U2G2iCmW/Eu1uaTjMPaOmnEv03tzbV0dVfYe3KLtp+a0ndbHfioqKhLakIWFFlMFgE6k2qZwRCFD7yOPPCImqvDuiO2g5V1ebtnpmwo2KSpfnz59xKyeivPPP58effRRGjt2LHXoYL1QrA8eeOABuvXWW8WFwgLv4YABAyjiK6aIr0R4+0MR40GNKfG0nFoEx0bq9/WRnsmS/px3FNmMOzsqF6cVAfU2jiluMBV4rH0wC4UZjUiSHsgHKDWkmEdq2xkyql+Kjy/RuGY7QHHHlNQmyoAghSmzwmEYpY4ZTxd4N2FnWImIFpbaVQr35WmQcS151c02Sl3jRMb7hA+sdqa6ahzwtguy62yGOZvredES9S1snyI3YQ6Y+D1pOInPSCNpyagvo0BrUIpjtsn8DiMriXrmKDWdcKntUm2VEFRFiSYgGdfGd1RfXJUM5yb+z7BPpu2kfbgxJRnMSpskzw+zmE3heMbzARoZlbYx6aRS70E41zikEHb+MqWIY8Zr16S+C2eUWYeVlkMm0gADLDMwe2wUFCctdX+bnykTnRIR6/5OKG9kkcagcIL5OrenyCIjSgJwFa17cgA74ynrC6faX7Lnj9MOE4rDXyqad1brOWM0ffp0Ki4uTkUdOA4YB5sKkFEvU1Y9iJxj0i+TbbWh7KeY7qW4yyeeiWjyOeOPmEr/kvrfbAfM9IKnbpKW/pz9r3Lh+WY2v/Ouz45CJYpmNedUMB8maeB0yLAPL04ludnRybLR9Ll9kHWG2SbdvNo6/DrxfjqhlK6xT7sxV0vEKCFNuPL+PBPFL+lASNlPCdu6qZNTuYKTZYQDMnUizMmROgHFIQJHj3Q+8tiXmmw2nQDJT2tc1YyJpNSBXElnhFGrOHvZDyvvHqashgox8cWqa43m1nmYzjotB5uSr8nWxHbUufQKulP2UyxqXXN+OmoCcP4c8HvQOtPkdqyCunRvMbtYdcJELTuJX0uVcipNaLKbJudnLFMd4GSFLcauLSi/1knIDp5mQ9q7Z/QfBVlkXae8vzr204bFSSedRE888cRat7vqqquEUwpR1fvss4+Iet5vv/2Elve3336bNUkK5btj6t+A3+8XiwmVimE6pfIZcGRhhiXfARFTh/WrjMx5ik099PVfQSxG4TlTKJ+BTLCtwhklZm83sDHSmnQkHKyz/YRZWNMplc8IRqNp0R35iIQjfm5pjlF+g0fO5S3guOSOzTxEq7CfmsN2MsttBixevFhMKF188cXCKQX07t1bREthIuu9996jww8/nDYltAhLslOnTjRo0CDyeJrfo2xyyvMZpX5PSpMon2Hy5/MeSqhuPsLUR8hruFzk22z4xq6FAwcO1gGQP0BUU3OD6xvlM6D16MzrIVjGsRsEeJRUnsLUi81rQAsK2lQOHGxANDY2UkODRV9V8fHHHwuNSTWaeq+99hKTTHBMbWpoET3mtddeK5bmREM4Tno4TlEWgq1GVrtYBroYi1n2c6ElBXI2E0YTg9AjgxRWynURGMdezXTWwEJClzNdKVVTCvx0qw6ZaXn895pgVNC/TAoY14FSI4olTQIb+p46ecipZfJ3uR21sEVpEvx9E0qGrAJvSeZzYttElGyCXO6n1GcNmr4Io+5FoCNQk5F/LYUvZ8ug4bauq8sl19tlo2Fml+VGBW8vlXLAQ909sWDGdtQiCmWMUaJ4JjdkieOZyuIeSwshDl2pJNYwra86RmdLy8rHNSAS8s3Bz5fTAvj9yb9TFiqBSyVrSJlJOF+Da7rJXWI0eRdFo3HpeePf1UyYPPMSp/KprBI+q8415xJBeZCJs/+joNSZ31nmPZV6pydFREXZbHbHovKlr+NlxJTI0VgQ9QtTw89fUpxt5+FZ7wployuRFOEUx2H0T4pGbZ8XW+0+ZZ+EDZVPotgq58vvaYm2CP0shnhjbVq91WvS0iGEhzdwFpgNXZ6DDYOXXnqp2ZsSmj+wMxIqLyeJNEcN7/tyPAa3n7Luw2ez2T6q7cK1pCRdKSkrn0Jhk/SiMisYNoYN+8n8RZLKzFE7yk4bMW0stNsui44Mty/dumyD8PrxOB+NjdPZ7DlXwjpOvCko0w65zo0NFUhNgixRsXi9s0QX5BqdxCUA+KVMkwpI2GjwRORxQ8ryxqn5QucoswxFAolkkmhicgD8e7pdq2XMis3toHWBHX1PKi1XipcC85mDPcGlOuy+q5BsxSwURFv6nkoz5M+BRO1XIj2lDHnr3q4Z7Ri8z7B3GmNDdh/HrGMigQSHRPnLdlzeI+Sqg/wP9ZJV+YtMrSU9Gy0czWE7meWuK55//nl68cUXKRQKCZkjUPtuvPFGCgSsd7Q///xTfPbr10/a1+v1Uo8ePTYIxT8vI6b+TZiZRvIZEELnL9T5CpfIcuEAGdbyHWYGm7yGy0WBrXbb2LVw4MDBJgiR9cuJMqYCZJ/N+8HCsZ9MaE6UTCrzcF4DwQjJ7NUOHNihtrZWWuB0yoQTTjiBfvvtNxEtBa1HOKRA2UNkFM9pt2aNoVGbiUIJMXdz/aYEx/ugoMnRmKLqYCRNQD0fEVNEqPMVidWLKN8RiWYWs80rxGIUnPLjxq6Fgw0BRJVghm6DLo45kc+AaLGjMUXUFIpmjYbKFzj2k4FE/WrKd0TUKOl8BKLtGi0GhoMWimaxnSz7qWvXrsJhZC533XVXxmog897mm28uhMuRmQ8ZDq+//nr6+uuvBX1PjfLlziqunbupCZ8Djhs7iWA8Tp5YnPxuNzXZiDbaUdUSLABajUrloeA8dDigpAP1MXqUFG7Ksp41hmRnESh3JlY3RjL+btSJU4u0zHQvFr9c4nNTwO2icJKyI9OoyBZ8HW8HKSscotIYj47TBHnKV0CLNK01TFqUz9oI9c4Et3JheNizl4d0s2PqBSVEdZnTp2bL6KGxSKs4e+jVxz+hh3MIrVb2krJBsnUqLZCHNrPwc52l0gVFzxZMH0Lv2IcS1UsyZuILJaz2rmdO3XqFysezyhT73DllbOSsM/5dFZb16jbZLbNkaOMh1Dw1L7JLcZjZ9wJeN0Vi0ZRzSs2SE+H0NillNqP8KjQ6V5zX1bpGcUYzS682ozP4LZpvQtHG47Q1d8A6J7dfPj/da13nOMvYqFIDo01hMXgWDBhCoV++Sf0eKbQoeq6QnBlQ49nyPF77sHl+H9oNkgpFj1PxeHkJpWz1PFK/s2PG66vlerMytORzEG9obIXG1QY2SDZBA8fBvwPQl2FmIKsqkoao4PQjlb6TjYLEjWlOo+Njn0tN2y4d2FoXU/ps3jXw+qj0Pdui2TlxGwljRTxmTWRI9ebHV6Y61DYyoTYPt9vkLHj22cg4dV1j9qoqJ2CX7Y4xxtLqI9WB9csur1+ioUu0Kp6iXspMplDd2HeJuZWFyqdzGl0WmQXpSPy4in3JKXtc/oCP2QI2tEOtpB0l6lanSXMAYcZdbGJZ67JNDHMTN5FjHDdvhWwZMmW5gyzOJN6u3JZS2tt8xrwed1IOwPydZd5THjd+f/HvKsXSlvafjY6m2VD71c34OptzzYpM9cG19wZIa2ARKhrPiOe1p+7ZndN6UCzTspiuD6S+RrHnMjhAtNbkmGwO28ksl4gWLlwoRTf5fHKfkQ377ruvcE798ssvKU2ptm0NxktVVRUVFVnUYQDRUub6TQmOJakgW3rgfEFTJEZRJ4uGbFTlMbhTKl8RijgRU3i5CS+YtbEvhQMHDjZBJPDn2E8UdqJrBeLKREW+wnRK5TOciKmkFpOqMeXAgYKSkhJpWRfHVDhsOH/djDo7dOhQ8fnXX39J24ICOH/+/NT6TQmOY0qBY1gZER+q0GA+QueCzXkMrawT5TvwTOT9E6Fp5Cqv3NiXwsEGAGaEm2Nx4CDf4XIiBwV0ZCFzQFpxRd63gpOtMxkRY5PwyEHLQXPZTutiPyVsJoDeeOMN8bnrrrumfjvggAOooKCA3nzzTWnbd955R2TrO/roo2lTg0PlY8CLp9ul572+Em55J27MyPyV984ItEPtCsp3IPTceSYSlGhNIdkOHDjYYEAeOoO2lt89JV4aHLsBNGpnrBD3Q4NMFc9HQMvGQWK9sxs6cMDx4IMPimx7cCr16dOHqqur6eWXX6aHH36YTjzxRNp5551T27Zp04buvPNOuvTSS2nIkCF0+OGH0x9//EGXX345HXHEEbTnnnvSpgbHMZUEHJCgPQcjsZz0lEztGeN7bo3N+fuqw9PFdHu49gznN0cUzndd2Pq/kdU7ogwCHjaDV+BxZfzOtZlQT7empWi0PEEf18kS63hG97iWkRLpU8jhBTrTcAk2ZtRtMv4PZ+Z2q5oSrLP3uvg6pkOh6EtI+kU8SbJ0HJf8P2v/WJ3FE080yZQ/vbjcNu2rvKF77Xz5bGBlx33F0iqum5QrNLaPVsC4yG26Uryp1jpWgXV+9WGrrmHWxvUhRWPKxjApD8jXkmuHBNyZtcjU1LNaMJhZl0x5Xniq5oS30PrOZrEaI3I9myLGOfncCck5ZXc+6nPO9ctUrTVJuyKLngO/Lm6m6aSxm1jVUuLrdKY/5WK6VMZKpqUQ5zpXmesTb2qwn9lR24RrP9loQq01bXMWp7FVNus3slwXu3pLdQM4hTfZ9olgK6OlmIKbG7pMB3kLaFkmbPSZuM6lAPs3V5K0ZHqwf3TFHuBjKS9Z7Rm4jcK7T76dOnrbaSCqAeb8fzs7Uo1Kt9O2SrO5+L9cq0nScMpiQ/CILlVPiZ0xH8d43bhmlrGPXdkJe10apv8o2X2uLFmxeXlqHfg6fpy0MjLbeglvIKOdkF6HLHaapFvJou2L21I8WG/87pM1XriWFLefgoq9ysEtOx7H7VW6Xy+7QZmsa5qtoXEHIv9u01ZiFbNJeHsp5hNFzftG06RnMdsTLz1j0vOmXM14JPP1zwZ+jSThLbnxpNLsNLSUNslmwxk7wzGVxb6R9L2U51Jbj/eDXI6T5dlZ3/IylrG2tsl328ksN0ecd955IgLqvvvuo2nTpgnH72abbUYvvvgiHX/88WnbX3TRRdS+fXt69NFH6b///a/Qlbr44ouFc2pThOOYYkC3V+RzU02T7CDJTypfujB13iFXocNWNts7d9FS+nPBUqpvaKQuHdvT8F0qyOciEfb5+x9TKeQtTW1fGyEaMHAQFSfF+latWE6TJ/xCy1bXUEW7DrTZkC0pUFhEsWiUZv35BxUWF9NmAzazPX5NTTXNnD6NuvfoRUVdO4rfZs2aSdP+mERlZWUiRNXPLPNIJELffjOOlq9YQR07dKDthgykwkLDybumuoZmzplLHreHhm4+ULqcs2bPoT+m/kl+n4922nOfNFFAFYsXLaIZc+dT23btqFuPXjm3Z0NDPU367VdatXIF9e7WmbbaehuRQQNoamqiXyb8TouXLKWOBTptO3QwlRTL9QhHIjRx1gKKxGI0tFcX8dqADIET/15Kc5esorICPw3r1oEqCv4N2qlGnnadKbL073/hWA4cOGhJwIsjaGzQWMpnuFyarYMur5CHchB4Qfxz5lyaPn+xyFDZq3tX2mr7MvFu0dDQSBP/mCltH0zoNGToMPJ6DUfP/Llz6M8/JlN9KExdunanQUOGkcfrpcbGBpoxdQp17NyFunXranv8pUuW0IIFf9OgQYPJV1Yq7Lnff59A8+fMpi5dutD2228vCfAjzfy348ZSbW0d9ezZnbYesgV5PIZzcOmy5TT/7wVUVloiXnpNoMyJkybRzFmzqbJtW9pp190lTZtMmDljBi1buZJ69OwlXpBzxerVq2jCb79RbU0N9enVk7beeuvUsRAl8vMvv1LVmjXUvUMlDd9qy1Q7ps6vvoGmzphNbreLthy8mXjhbWwK0viJU2jp8hXUobJC2F1FSZuxWQHHAxyW2ZIOOXCQA/CMwgGVyQllh2OOOUYsLQGOY4oBpkS+O6UARI15NWf2OxHLLyofDI6R51xDX/z4m/R7xw7t6dkH7qYb7rqPJkyekrZfUVEx/d97H9K99/yXxn7xadr6w08+iyaO/57mTv9T/H/GZdfSSeddmrbdkkUL6aBdtqWmxkZhfLz13gf0f6++Qm++/n+pbTp06EDPP/Mk7brLLvT+Bx/SJZddQcuWL0+th2Fy+3VX0rOv/B/NmDUn9fuB++xJb7/0NNU3NNCZF19J73z4SWodjvXMM8/QUUcdlbFdvh7zOZ1y7BGp/2/934O0z5GjpG2qq1ZRQWEReX2Wg+jp++6iFx+5V9qurKyc7n/oYWE83nLjDVKIe8Dvp4dvvYpO2GGw+D8Wi9GBl95BY3832q1L2zK69sAd6erXx1Btk5wR6Or9tqdL9942bTZ7gyIRp9Bcoy4OWjiciCkHGxiIqonlGPHYmoGJAzVzbD4i36h8VdU1tOPhp9DMeQuk3wcNHEBP3Hs3HXL8KbS6imVkS6JP37700ONP0g3XXEMTfv1ZWhcoKKTTzr+YXnn6capeUyXG90eef5X23O+AtHLGffMNHXP4IcJuwEThZ1+MoauvuIK+++7b1Dag8rz0/HPUt28fevDhR+ja666X9Gq6d+tGZ5xyIj3+9LNiwszEtVdeRjdecxUtWLiITjztTBr/q2UjIr09IjW22267jO3yyEMP0E3XX5eytd77+FMato21LWyglStWUEXbtimnUygUossuOJfef1vWxenduzc99cyz9PJLL9ILzz8vrevauRM98+hDtNu2Q4zrsaaahu99GC1YbJzHHjtuRzttM5Ruvv8Jab+SokJ67Lar6ZiD9qFmBSIDnf6x5WMTiJhq7ci/kBAbgLqG0OU2BV7xiQVpjPmCSTBzQUKR7AUAAQAASURBVNituTSE46klGE1IC9+OL0hPzBdE7poLh8YWEQnKFoTHmwvsIHMBRY8vpX53amlX6E0t7Yt8qaXAo6eWNgUeKvC6RKp7LAgJTi26Ji9sHZhX5sLbLQ0I/TUXNdyTLzGbBaGibEFYuLm4E9HUAvqXufDzwwKamLlIx2TlquKdCHk1l0QomFrijXXyUrM6tWiNNdYSbpIWnS1aJJR5CTVIix6sSy3SdvGYtIjwoOSS8PhSS9xXmFoSgRJpmVMTEU4p8JcXL15Mq1atookTJ9IWQ4bS/secIpxSjz/+uMjuYC6//fYb1dfX0YF77UbzZ06jJ554QqQ7Xbp0qVh/66230oevPiecUtgX/OZvv/yc1jRFxNIUiaeWH777TjilwH9GqOmhBx5Aoz/8gJ5++mlatmyZ+H3QoEF00KFH0OsvPkvHjjqRthsxQtQRqVBxvNLSUrryptuptLxCcK4nTZpEN998M33y5Tekhxrokquupy/H/SDWzZs3T4TBgmd98skn08Tff5eecSyrqqqEUwoCgih/t912o6+/+EzQY83lqjNOoKNGDKJjdtyCZk/+TTxnsYZq4ZS68MILxTHQluCE77nnHnTKiaOEoXbSSSeJc1q9ejXNnDmTjj7mGDr9ylvou0lG9oxH3vqUvp00jd5//3364IMPaNGqajr3+dG0w667088//yz2+/vvv+m6666juz/9kd6ZOod8ZUVi8VeUphZvWUlqSQ2q5oJ7xVyywFdeRL42JVS87S4UqCxLLd7igtSiuT3K4rUWJvAI6p60hIOpRXqO6qutRXnG+D7SM6rUQff7U4tWUJxa9OIy20Xz+lMLuT3JxZnDceDADnhhRqS1z+MWFDV1UcHtHbCZ7Ba+Hbd3YmxR++zc7afM+0h2ny4vbpvFw5YCr0cqg9cB1CRz4b+LBdsmF8ksylJXWyg2krRk2Q6yBqmF1ZWfK/9dUK14GXFrSRM/5zYbt1diYWuJNClLMLUQKPzJBfQ/vvB10naRRnkJ1VtLNJhaJPtSbUq3ly1+tvik5evf/hROqc8++0zYKxjzx44dS5rupp32O0Q4pb7++mvJfnr11Vdp9qxZtP+eu5NOcSFejH1hP/3666904gmj6JH/3iGcUth38ODB9M2XY1LvF/wd4usvx1CPHj1o/PjxVFdbSztsty3NmzeXPvroI1q+fLmoCyLMjzjqKHro/vvommuvo/PPP5/mzp0rbAms/3vBArr+lttpm+Hb0ttvv01Tp06lY489lj797AuKh4N07Imn0LKVq+jzzz8Xtgfq2L17d5Gavmr1auHk4svUP6cKWwf6Njjfdu3a0ddffpm654NNTbTPTtvS8MF9acctB9OqFcvEPfb7Lz8Jp9QDDzwgMoehLX/66SeqrKykPXbbVTilYFvOmTNHrJswYQL1G7AZHXb8ibQo6VC74uY7qbahSdhK//nPf+ir78cLp9Q555wjbDHsB9vsgAMPolGX3EC/TpmRei+BvENqwf/JhdvVWZ8rDvNdx1NAWmEb+b6xK1tXllyfc34fgy6baVHfpzj4e4O68LrmuvBzcuAgRzh3CwPG/LqgEzHVGI5R1BErpHiToQuQLygMGDoLTz31FPXq1Us4h2644QaRvcEMkUY4ONZDXA/LPvsYs0zY9scffxTGCpxHHTt2FKJ6oK3BWWTuCzpemvaEieTvAwYMSM2cXX311WL/zp070xlnnCEMN9TllPMvE7Q+ONFOOeUUIfC39957U329cc1g3MNAhJGGKCsYSauq1tBLb70vhADxP2bfUEfwtPH94UceSavSnTdeJ44P55au6wblj9V/9coVNPaLT+iWW26h9pVt6euP3xe/R5JpW1euXEn77befaB/U/4UXXhCGHFBbWyscdRUVFXTkkUcKI2yLLbag5z/6iuYsWkZXPvwiXXDBBeL4PXv2TB0TM6Jnn3222G/HHXek008/nQ4++GB6Ydzv1KxIxCk4cWzzHsPBvwJN15tlcZDfEVOIFsp3hGz0+fIN8VAr0+VbC0w62FVXXSXsFThR4MB5nkX2QKgY2i6m/QStGGDYsGH0xRdfCCdSt27dhP10wgknCFuK7+v3+20zckEBE7ZRv379Ur898sgjwnkE+txLL70kJuQgY3D1jbcI22LUqFGiHrAlzjzzzNR+kG147bXXhIOsvLxcHPP7n36mCZMmizK++uorYceg/m+99ZawSV548UWpPijjnDNOo4EDBwrHFWwsUJB4/X8d/xPNnDFd1G35sqUiOh0IhQz7CQ4k0PdgP8HuxAQd7DAADrUddthBrLvtttvovffeE6bZWx9+Qp9//S29/OZ7dO+991JjYyN16mRllsYk5oEHHij2g1A0ykXbvvDWB9SsiIYo0ZAeMeegZaG5bCfHfrLgWJKqxpQ/i/hingDRUm7nJYP0AllQvLWjY/tKevC264QxgFBqYNy4ceTz+SiQdFqZugSYbcKCmTYARhSif+666y7acZ+RtP3eB9LqNWvosssuE9utL2A4wWEDwwczX5jBg5EDnHXWWWImbMaMGcIgW7RokdBtuu+mK2nZogViNhK/mZg+e574hEMLDiKEfiMyDAYhjvPll19Kxx779Vf0zuuv0P/+9z+6++67haYBR11NDa1ZbZzbNttsQyUlJdTY0EDVVVXUpqIt7br3fvTRR6Npux12osOPPlY47hYsWJAyHD/99BPaeotBdMZJo2jy5Mni3KDlsHD5KjrjjkeFcxCccIgVmth3WD/69puvqT010A2H7Sai03CNYMAuWVNHzQpNI/8wKw2tgxYMULX1Dbw49O+8BiKKPCyJSr4CUWMOiHT/v6Dbswlhtx22o6suOFuM5bBX4IDB2AynD8eaNWtS9pNpU0CcGA6SV155hY455QzaYfe9afr06SLien2BCS1MimHyDjAnxTDxB2ByC5FMqIPL5RJR25jQu+bSC+i7b7+ld999V9TVxF8zZgo7CzpVzz77LHXu1JF++eUXEeG1//77p9lPjz/6CE3/6y8RRY/ILC5bgLapqlqdKn+PPfYQx4aWFH5HxNaAgQNFtPhxx4+iHXfaWbQNIq7gUAI+/OADOvyQg2j/ffcR2wFw6k2bOZuOPv18MVGJiVE4+0yM3HMX+nj0RyI66+QjDxJOu9mzZ4s2WbTUkoRoFrh9pBVaiYMctFA0h+3k2E8SnBGUZczyuDSKRmOp7Fk8a4vxP60940xaoo7MmerSy2b/M4pblBetHN8u256u6BuU+qzy2hZY4oCFLFUHF5TGAJIQYejJ8nKUS0jYnI/KEmrSrXUBlo1QUNA4eOYWvk7JyiZRAnlGFva7T3W0sRBWLWxl4QLdKwXQ5dRjmft4WAY7UH0YOL0ozjJ86V4ltJ1lg5OyffDjqNkspMwdNhlU1Ix9LEOMVmx9jxdWpLXjGZdeS9fcdT/tu+++QjNgxIgRwmiqqalJbYYoH8wwARjYYcAgcuqbb76hNu060Ly5c2nahPFkB4Sdr2gIp923PLOkqI6uC0MDhsMNV1xMt93zgPiOcHVgp512EjNwMN7gOPv2229F9FRjzRqaM+Z16r2nrBlV5jNuZBhimJFEaDyA7wAMRdBBMSsJ59uZJ58gIqpgCCFq7IorrjDaUNPoijNG0VeffZx2bp+8/ZpYCouK6JU336G933tbOL922WUX2nbbbcUsKhxsN1x1Od1w3ikiimvXw0YJhxRmFmHIVq1eJSIP4DBD2xcXWw7Sq47Yk966uisFI1E69I5nRXm4VkgTO6hbB0FZSzaeVSlmEMZZBkNxLRpZZkC2j4dl/xPFJV+24nMnGJTADM5b0OA4tICV+TArVZCvk7LtZX72jINlfgEW9Dub/3n9pMyZyguUxstOfnfXy5k3HThwYMGgdCXEC3lGmbssFDRuP2Wi/WUqQkokpW7Is2hluUh2GfY4VCkCnqmOf+fZwxApkpZB7B9AjZCJJqyy3TzTbK7Z6Nh4oJGSuZa1Hc8onM3daJdhL84y5Ip1NnQn6ZiqvaNkarYqlGPmPIWqxO3IRK4Z6FgbSzZTwEoCY2aHHHXGufSfhw26GCagYD+ZUVEm4KRZsmSJ+P7hhx8KihqcKKeeeiptuf3O9NHbb9Ka1SttTy8YjdGqpP3kLrZsyLjyggDtJzh+YLvddO1VdMud/xHyBbCfEMkNewNRU6AHIuIcUguIPNpu6OZ06c9fU+VmW/NWoJICH4XDYWpoaBA2EybS4NCCswhl/jl1akpbbdasWXRDksJn0hdT9Q820Z47bSecVipuu/E6sXTt1o0+HfMV9eraWTi/HnrwAREZDsreihUr6PVXX6ZD9tuL/vxrGo3YfR867LDDBF0Rx507dw75fH4xaQnbiAtEv/boPSLhzdIVK2mnQ08QkWpoJ0wannHMIda9mIs9no2+lymTXzxGiaY6+X2FP7/sPULNDGn37KRl3+R9QK6ZCm3qnf4csF6AZ2XMQtMz653wOlGkDnKH45hS4HHrFFJekPMNPreLXBqETPM7s4xW0pZojWFA5BPgmMHgDyMGM0lwzmDWy5zxwjo4iMzvQEFBgXDmFJWW0+wpEwVdDrpNmLWDIwu0unUFZudg+CB6KxDwCycUvuNY5no4ieDUwTpoJJx22mn0/Duj6eozZXFyYECv7tS+bRsRgYUQb9QNUUlbbbWVcGoBiHjC+d99153ifBEthdlAjm+SAu+g722++ebi+5ZbbinKNGdAEc7/3ttv0eb9egunHaLOXn/9dRE6jreqM085SYil7nPsaVTbGKRxn35O5557rph9BBBWD8MPRhlmE00ceNsz9OejV9HpD79Bv/+9gsaMGSNmRGGwjbnlLGpuePoPp+jsCc1+HAfNDLxwb2jdhzzMwuWAJKcSJrRieS4D4HW7HRF43A+BYorjRTyP4PUZk4+YjIIcASb3QLf/9FMrKQyinGFbAeaEH2wayBA01jcIpxRoaZjIgsMIk4A88jtXoEwz8r04mXU4GAyK383Me4g2R1Q2oroQKQ974rn/e4u232bLtPJ23HYb8Qn7CdQ7OLJgm8BeQrQ4EsuYuOzSS0W9jzvuOBFhxfHEIw+LTwimm5NuOE9M/pk2Jur0xWefikx7u+++u5iEvOmmm2ivvfaizQcPogP234+mT/+LdtvvIBEt/tBDD9EhhxjC71juv/8B8RucVRxnXnkz/e+GK2ivY04Tzh/oaMEhCG3Tc09q5oxl0Nr0BgznlIOWi+awncxyHQg4jikF+e6MASKxuKNVBy9//Zq8ysoHfPfdd3T4YYfR1GnT6PXX3xAOKQhMwrgynTfY5rX/e536DtiMgkwLADOEC594QkRNXXvttWJBdJCpCWAiHotRU4OhBRUpcIl0yJkAIwqOHkQF/T5pihDuxPcpU4zMgNA/GD16tEj5W1VdK/Qc4CBCSHwoHKa6hkbrmEmD54EbLqFjL7pBCGpCyBzi6DCyTAPuzTfeEKHkjzz0oJj1FNFRyUgphMFDJwozhpgFhFEDQw6AhgGogzD0ADiYsC9m7DCDju2vvPJKYaC+//or5PG4ad8jTqNlq6pEpNk999wjHFfHHLAHvf7xV3TjjTeKbe+//34RNYby4fgCNbL7abeJCLGPP/5YRFiBPnnj0XvRiP6GdlVzIrpwerMfw4EDBy0P0LhZn0n61oZILJZzlHlrBo8WzwfAxpg8aZKYiFu0eImIhgL9DNFJmOAyaWvQSZozdx517d5DbGfaT3379qU/PxpNPn+ADj300JQNpCIaiVBjUkszVlAqJu8yAfYRor1hh4z/5VfxG6Kb8DvqBAcO6tKnZ3eaPe9v+uGHH8Qk3bivxwj7iQNOsy6dOtBl550pbBNzW9hO0KACDRC4/777KBgK0tdffyVsRzjeELkEwBmGfWHrgKYIx5apJQqdKzi8YCuJc4xGxaQnnFJw0MG2go4m7KvffxlP8+bNF06p7j16GHS/444TiXgO2m8f+um338WkKOxF2E+oJ+xGRG9BT/Ttj78Q7QC7C/XBdXr7yfuoU/t21KyIRSgRym+nvQMHucBxTClw7AkjAwuct3Yii/kCLVBCpISjt2Z8//33tM+++0q/wQGCGTY4YzjglHp19Jcis97lJx8lBDE/+eQTYXRgtjAb5k/7g87fzRD1dHs8dMMDT9OOe8lRSSbgeEHE0aOPPiqijmDAQIgcgLMHgppLVxg6T5ihQyg37tvKEQdSY5Ns1AUG7Uw9unRMURCxQMwcjh1k5gNuvumGlFg7yue6UhDMhAEGw060weAhVF9XR1+M/kAIav7++++0praOthk+nIZvvxO98+brFItGRDmoM0RCgSNGnSwMLxiNWAcD7ZlnnhHr4JQCQE/E+QLQzYKGFeoLYIYSxhSyEcL5B9z6xhhB/7vuyD2pOeGq6ESxJbOa9RgO/gU0R6YcJ/OOAwfk0nWJVpev0L0BinNphFaOJ598ki697LLUGA3AloA9gjGcY8/9R9Kt9zwoki3tv+3mwn6C4wSTU6Fgdpvz83dfFwtQUdmOnn79Xeo/cHDadoiygq0CgfC33/9QJFCBg8bUwMJEI2ymN980kqbAlkI9pk6bSV2GyFFOcFx12Xxb0pN9PCYBsWAfRIUhwgmOt//9756UswmaVjxpi3DcTZ4snFWBggLq1rM3LV2ymL4bN1ZMDGLCc+iWW1G/vn3pip13occeeZiGDh1Kb775prDPYF8BO+++p4jOR6QUJiYRJW9Omn746efCZgXtzwTOGZOjcP4BsLsg3g7dUDi8gCPPvoxeeuBOOubg/ajZoLtIQya+cP68U7RKNFeWQcd+SsFxTCXhd+sUcOuCV68llQmQjpWDB1PxGTGuiyDpTcHzL9kn1nZRRbAqxI/F9J7CMauAsLIP15IqYjpSXO/APLdM9ePlyRoLCfIik3wiPYpM1U7gzivePtkCz/hxETmS+u5WNJi4vhPSBacKj9tup5E3s3aNol3AtaM0NlCI1MEmGhPSfkhtn9qO8cH1QktzJ5s2jsr5TvA6MR2ojPx0a6eMZavnx8toiGS+h6Jx+Vr+OMnQDAAtDLNJMCRM7SjTKDDRFI3TrNWNtKoxTNsdfhI9dPHJdMcddwjnCRxUCFcHTQ7ZYCD4bQKCm9BTMIFZstFvvkJb774vhZPtixk+875CmXDCIGoIM2eIUIJeQcd2lWI2DI4rOM4gcomQcRh3QN9+/YXTBjoKWI9sfpjBw7nAwYQZSTidIA6K7DOI7AJA20MmQhhEDfX1tGTJ0mRq4ZVC7wnHQ4rhz74eS1tutTUtXbJEOKZM7L7bbvToA/fS9Okz6L7/3iUEQVG3gw46SCwAQswx4/jYY48JrQYzQw/w3HPPCYOvap4RmTR24l9i5hCC7zBaAczywdiEIYjzAhA99cS7b9G1hxjlxFlmqGjQuh8jDbKzLsbWZdOYcpv/11ZLOh2S1pq/0F7viUfNMQ02VZPNLjVygmlPJc8k4z66zxLpV/WjXOXWjKjGNKYSHlljKs60FMxnNhHPHNXnwIEDYzILCVMw0mjxzDqadsiqK2Uj32naaOI46pDIbBRuh2Srj6olZf1uu4tUHsYs6fdE5jJyDcjP5tbSuL4WK5trQmV9yZH0ppSy9bXrUqk2CNeVkuwlNIKtrpSWUQs0rXn4/lm0o2w1p9J0cjKXzc9BtblytZ9+m/JXitIPOwgOEtDLMCmlRj7VhmI0Z00T1QajtOcxp9BTD98tIntgWyCKCbYJMvQi8xycMCYwiWYmnAEuueQSGv3eu9Sj3yCKxuLCAWPaTvgE/Q1RTf/3f/8n6oL9kaWubUUbsQ4RXZAjgM4UjgNHDwAbCQlhoJEF5xM0MmFPIXoedhCiu3DPwy7B/2Y0GCK6oTcFyYKA3y8cY5BYMG0bnBt+++PPaSICfcwXnwvHlIkTTxhFZ552Kr319ttCCB31QXSXadcBl19+uagrtE2heYUodiwAzgnRWMsWGFTJb34YL2wstAXsKgDC7cgOjWh2LAAmB599/R069qB9ctZyzabhxPWYUvc37Cbct6wM/hxk1Xfi/0s6uqp2rk3PkaujnL97KDqeCaYrZaeTlXZO5r3ozm95HAfrBscxpSDf9REcMKAjzqPZjb79NxMzaQiLhpEEIwcGDUKkd9rnAPrt+7F03XXXCUOhx+CtUvsNHrErHXXxDXTPPbcJGh2cWZgpFIKSZ5whDCYA+6oZamDoDNlxD/r87dfoyTuN9ZhxgxD5UcccS2+98ToNGTJEGEAwLBBhdPxhI+nmS8+j7Q8+ThhUMLgwIwmDpW1JIe25/+70+fhJwhHFAYMFgKGEsHLoGmCWE+HhV11wFq1YuYpGf/VtysgZ98Un1L5HX+EY6tWzhxAx/fvvv+nU088UTimgpNQIpb/mmmvEuYw86GDxO8rG71dffbUkXg6Y+lxwusEg4kBE1gEjhtI7t18i/r/6if+jF7/8OTUDiIxPmIk0KYQm4AhsVyI7hpoDiXjciSptBYChm020dH3LdJC/wMtfngdZO+AAxcxOvLwVot+Azej1l54XYz6ieWCTICkJxvR9DzuaPnv3DRFZBDvkkBG7p/YbecJZtGLR38LuAGUfuk3Qz4Qu5/jx41OOJuxrRlGbgAMLUVOP/vd2eu7JxwT1zdT9POXU0+j5554VTjJMfEEEHNIFd910DQ3fcijtcfDRNHz4cDEZB1sNyVa233qYOB4im0Df4zaUWS4mw3Ac1AVi6ZAteP7xh+nRp56l559/XjjkOrRvT6M/fJ80t1dEQsEmhBMImk8PPvywcEoBnTp1Fp9HHXWUmAjt3LmL+L99u3ap37nTF0B0OgBtKLQTB5xeV194Ft165cXi//2PPVVEqqMtMQkOgXhMPJpR8SZgA+689RbU/HA6yJaO5rCdzHIdGNASec7Xqq2tFZ3UwiXLhICfy2WJnwflcCdqYlFNIeaZ5tFOasQUnw00M1YAARYVBRQhRCkJnxQxZZVX1SR7nZcnM3OoGc3UWT6e+czue8CjSeLnqIJ5Ln5WoBoxxaOpgqyuanQXh5n1UM0M6IlYmkCAFrJmijQeMaXOJnBPPst0J2F9IqYKSokarWx0xCKhEkw/QYr4UCKmeGYyF4vSUGckEjYRU2kzHTbZY+JKhph4UWXqe73tjJ9cNKLzfvpuHH38/juGVlIiQZ26dqPdDjiEttplL/r1u2/oyw/fIXegkA484Uzq0LW7iJgyMX3GbPr9i3dp/h+/UVNjAxW2aUddBm9DA3YZSUtnTaWZ335C8XiUCll0X/fOneigE06jcw/alfbYbTeRJQbaAIguQlYWGC4PP/gA/THhZ6FlcOIxR9IRe4wQTjOIhz/83Cv0zfc/iUwrO2y1BV109AHUFArTfS++TYuV9L8Vbcro1EP3pQ+++ZF+mDKDausbqX/PbnTOaSfT8C2H0KIly+j+51+nFStX0sj99qUjDzuEol5DNBRRW+++957QJjjvwouosn2HVLlfjfmC3n/nLerSpSudf+FF1KHccES99/4H9NF7b6f0rcxZ2XYV5TSgT0/68effKJqMEktEjHXlJYV0/oG7Up8uRvkr1tTS/a99QEtW19D+wzen7uWF9NyX46kpHJFmsQMeF526+9a0Va/OzRox5ekzhGipoSehRiHpZdY9lxZJyMpWn5d4XXXm5yoUzBIxRc0WMSXNdib7wNq6eqoYOFzQEDBOtFSY413V5HFUUly0Ycuuq6c2Q3Zp8W3kYN3vpyVLlxm0JYifJ20jKQuxEirEzYNcLVD+fsptHJ4dT6yziZjiNps6FtpFMqm2FLfneJQ5t+08Lleqz89Uhh1i6xHdxcwnKWMYz5SXNWJCfRmyiVhdn4gpRMzyvl7KaGaXcTlL5HfC5bGvN4+Ysov0ylD31M++IttsxbnaT6FoTNhO34z5XGQm9vl9gq524FHHU+/NtxTZen/6diy179KNDjvlHCouLRMRUyb+mPw7jf/4HVow40+KRCPUpmNXGjB8Zxq6+wE05ZvRNP3X78V2fnbjDRzQn3bZc18aNXJ3kZEY9hOip5GYZebsubRo8SJ65OGHaN6smdSlc2c696wzaOetjYQt8xcsovsff4omTppCFW3Kae9dd6QzjzuCZs9fQI8894p4tlPto+nUo1sXOvrg/enFN96lCVP+okgkSsOGDKYLzjmH+vTqSX9M/ZMef/4VUfcTR42iHXfcQQiM4xUTE4A//TSe+vXvRxdceBEFCiy7+OWXXqBx34ylocOG0Xnnn08+lxEx/9jjj9MvP49PG4t79+xBpaUl9PvEiWnXtWvnTnTpmSdT2zbG+D5j5ix65PlXhazDyUcdQtU1tUJjChNs3EnUtryMLjrteOrZ1bCfJPzDiKlURBHuUU+AEozemuAsEZ7pTolCkguPZ8liyZ4/KXXpxomYStlPtXVU2bNfi7YNmtN2EuU79lMKjmMqebMtX7pEPDBhFutbH47ZDlDcGcXpdpEsDhkfo9Rx55P4nw023ODhA2E1G8QA6PuY4E40NSydU/64EVfstTqU8gCnAmpU4LGC5TFQWHWzt7LkQds+1J41g+SY8mlye+usA9e400oN4+YvvTaOKS0sO710rh3FO23+0uwrJGqyBmeOBDem1GPxDp29KMd9cuQMH4iUwiknMKNLGjQUx1RVyLoWDz74EG239VAa/9skOub0c6V96sPRjE7PUr+b5q+x2qua3XeLqqx2XVpttV1No+xI4PdN3w5Wp75193Ih5nnWLgNpv332Ec8gZri22n4nevPtd1OzZRVuqzy9Tk6lrDMHZqKxNqPDA9CYSKhWYF0LrcAaKONeOeoo4S2wjAr+aKuGMTMQ9CBzqLK6xtaskMsO5+h44Smukw4s1YkTra2RneirrXZoWmGE2QOhakM0NbWuKUSrgyFq4/dRwOtJp+4lEagw2shVWkEet3Wu/vZtrX0qZaOOO4KIUV9JOdd4AzOAg40Z2yceUiIXeRnsedOLy+Q6lFZkrE/cbzly43jOObihlXRg19bVUWWfLVq0YSUZV3981zyOqS12avFt5GA97KdlxsQeN3/C8cz2gGoTqJN5drBzCtnR8NSyVUdChNXJrgrZEiVxhxOfbEM9+To+9vHi1EPmSjvkIw93iEkOMC6DIJxHNmnuszmmuFOHO5xU28eG9iQmOlQHWaays9k7zOEk2XY5vrinOboY+Es9dwRw20m1n+5/8EEasdUw+mnCRDry1HOk7WqYfb6C2U8VBV6am7STGpiNJbartca41fXWPmHlZi0rsMbPvh0s22VgZRH9PXsGnXHAzkJrCdHsH330EZ1+3kV05x23p7Yrclnl6U019pO0ESMJjNEQUfvJYI8v83VR7G/TmQibWFA7zd9ZeZp6/bnTktnpOTtbGdKcRzbUUN4Gxv/MzuIT0txmU54Dye5n9g6ixpIbGLYKe2b5hDR3Uqn2vN1kdVrb2Tznac+sDSRnlFIHfp0lJ7HdewyrDxxT7br3btG2QXPaTqJ8x35KwaHyKfC4XUJEOJ/h97rIpSXSjMl8gxYopoSNY6ql4sWnHqXLzp1I55x5Rppjyg7rcx9Uz51K4fpqarfFjhQLh2jltPFU3mcI+ZSoMVMA/ZiLrqMv33iRKtu2oZPPu4ROPPvCtBDujQnd7aW4cAq1/Gfis7mLxTJzTQ39XdOQegkq8ripXYGftu5QQbv16UojurSjQuasAgKbb0PRaT9tpJo72LApjzfw87UJPa8O/n2gv4aTKN/lELxul6DE5zs0j58Sdo6pFoqXnnqMrpg0kc4564w0x1S2LNfNiW69+9GhJ51JY74aQx06daFb7nmAjjjuRNqUoLnd2Sff8gEuj/FOEWxd7xR5h+awncxyHQg4jikF+e6UAhpCUSryOnzXRJ2R7S3foVJas2HZ1PE07aPnaNWsydSm31bCMVW3aCZNfPo60j0+2vaSR4k6bJO2315HnywWzABuioiD7qllTsvcknDvL3/S05Nn0pB25TSiUzs6cbMi6lDop+pQmFYFw7S4rpF+WrKS3pzxN3l0nY4a1Iuu2mEImXF/9T98Tv42LXPGy4EDB80H0G9yFTxvzQhGomn0wnxEIihH5+YrQutgP62vQ/ica2+jbv+5hzZVxBF1lO8v3tEQJepCRCxhjAMHDtLhOKYUQTO3y0WhpD6LOp7wyJEm5sDiA4/K5OPh1bGItTKiZPSIs8AEXl4doxNyHSl1O74u2wwN15XiKPJZv5f43SIc3SwnKlVVPkEeps7D2Tmyherzmqq8ah4uLIWI25Zmz79Oy4jHQ4l5SDcPIy7rSPEFUzNmGZMykCkDDdesifutsOuEShNjYeo81F7SbMgWrsxDre20tRSYzYDPFQ0hhRpqlce1ozoV+2j+aotitZKFn5v0vVgkRL+//D9a/svHVNxtIPU59iYq67cdrVndQFTai7a+5nWa/srNNOHJa6lNxxdTkVMdy2RNoA5F1jUv81vt08juhUBJe/mcmqzr4mLXVVdm7iVtI06DZPQ/XQ39Dxt0Oa24kuINq22vB9cmSzRaBnmsZnXG70YdYhm1yHQlu50dvSLuY+cdtteOalhmiIUCvaMuuqJPbzq4Ywdh0IZqw0QiWt5Lmu4jKiimM/u0p9UFRF8tW0nP/TmXfpi7hO7fczgNqCilipFHUuPEb6x6M06NlIVPpdgpmSvttpMof7x9lAgEiVXJQsl5tky1PB5+LlER2DOaFl6f/Iwl5Pu0xQP3lJ2ezD8p00FeQjwnmibsBjNiSsqop5gA3IGVLSCX+3ckO4LZT3Gepk45brbj8HXZ6srBKYScWsh3CXjd0gSnUj22f7b/lSx/NuBrZKa5O+dMfOtFsbMpm9tSur+YEvVVmbN1cU0ozW1vA3J6k8dGh1Otg6RfZd8OkthwFmqgrIdmZbybWyXTy7nNtLTGGo/7tCmg3+Yb7VDF6HpADaP8hZhEgoqCYl9Gm7uU6XW2CchjXwGTyfCy9vYqeqRc5oJndtR54p8slDGJnqrqjyXvBz1QTHEmPSC/UqiaZeG1a5Gp+/HMjly7VU43bn9/q+fHZQS47mUDk41QowG5NiWzhXTTtvP4SSsql+RBbDNpKmNpVs0pW1vRLpVnllSc2QS4bZ6XtLrxdWZCQl8riqJtDtvJLNeBgOOYUhBmosH5CggyljAx9nxFYtXf1NLx4EMP0wMPPZz6f8WyJanPUbsMk7bd9/gz6IATzkwrY+ZKa2C2A/j1oeoV1PuwS6n9NvtTRNFn85VW0oBRN9Pkh86mX566gXa85EGZk7+JIwGtqFyNg00YOylZEe3QtaCATu7VnXZp15ZumPIXHfXRt/TcvtvT1qPfosLOlq6UAwcOHABOxJSBpnBU0n7KV3CnVEu1nR56+GHJUbly2dLU53n7GJl5Texy9Km0+zFG9lyOKUsd6la8qS670yMfEAlSYs1SeVLbgQMHaWj5b1obGG5HY0pETEGbPZpFyD0foLXtTgkWMdUSMWTIEJo8iWUvQVa4du1E2l4Vn333c8YytupSSmPnKNE+SYTq1lCotopKOvemgafclVUXCs6pfsddT3rNwhZnpCBiSuiN5Sgi2VrQs6iQntt2Kzrj94n01OSZtM/p91GQRUw5aJlojpTHTrrj/Ab6fkQR8Yx0+Qg1YipfoRW1adHOKdhOE3nmt7XYTx+N/ckIPlawY68KGv3nMspnqBFTeYkMEVMOWh6aw3Yyy3VgwHFMJRGMJcgbS1AsHktR9njWFjUTX33IMjyCjDoXV/bx5JgreBXLYsYpevx7JIvBV8froxhFdumTOa2P/14XjFEhy8onB7+oqZmt71xXgUef82x9KkWSt6mKAKOnaXrINlzYlr7Hs/qp+3DKFsu6IVG8Vi2QwnN5Fg7NhvojimDUoDgLm47qSuY8duoerzdzlhQ1AyE/D05NUjJjxJK5eyZN/oNOOc2axVu2dIkwqtq3b08V7TtK++x+zGm0V9ctxPcaFlauGlVm9ph4NEq/PH4dRRrW0LBLnqWmBmufqBIxFU9eZ3+HwVTQbytaVR2kWDhIc4vkerdjVD6eNZLTGYoUOmpJoZVFx8vuGV2hN+phG80Lm4wnPKQ7UbVYuofUMO6YkgEw42EY9c44bOYsgWm0N5sQXy1ozbwlQjKVz+Vn2QDDVr3rlzfSW1XLaUk4RBe270qrVlumtJc9v+2Ufuvkfj3p6vGT6fOXXqLtuloC9i4mjq575OHExyPi+LOTLYuLDXhGRfG/p3DtFFvlWDzknNNtoy75ujRG0rOsok904MBBZuAxgd0Eup1Jd+J9dkyxi+wy0OmKfcFNBz7nkS0hR5xn/8pxbo3XL6tbjVEIea8cZ/80hWOyhAOrD98n2yQOD7hS5wel+vF2YDu51SxqXLpAqngWW8pOUiCL/SVVrbHaXleI21lMCoFT96SsuGgHTvlTilMZW9ZO624/RZNXaeLkP+i000+XmpjbT2WVHaSitxg5irY6uJf4/vcqix734wxrLK5nmYuBBiaLEGZSCm7Fxgmy94PprE2L/NY5lCtUPp4FnD8HAUbxAwp8lr3h5tkJ+T2jZK3jN1G2F2pzv0RDVXqGPLtrZFuYbl8HTtnnke3qPqxZ+btC2oSj251ZPoHT+hSbi4NnB07d37EYJSIhIQSf2o7bNdkodTqnLa67A0Oi0apaqTYUwkS29ubZMhUmAX/fi7P3awcOcoXjmFJgGAv5/RD5PboY6PM+K195J0osnUUtGRdceCGdeNZ5qf+HDeovPtt17ETPf/27tO1iZiRx7N2/HX0xY0Xa71Pefphq50+hwWfda6SGXgcs/v5dWvrDe9Tvf6+Tx28Zn5sqtOK2lKhf3eIipi56Ywxd0bObEDJf2RSkxeEgHdmmPd2yeA59XLOKtqXcwsr36daRXpg+jx6cMpO267pts9fbQTMDRuaGnqFzZvwo320nTGflu/65161TrJkzsbUE6AWlFG9Y+4TNpmw7Yalqssb8rQf3E5+VHTrSHR/I2Wmn2VD2Rg3vRq/8soAo3yOmmJZn3mblKyhJ6ZY6aKFoDtvJLNeBgNMSCvI9cYQZJZBNsDxfIBwRDuirWdaMn4lFv4yhOV++QT0PPJdKexpRVuuC8n5bU7huNY2573KKtYA0wgaNr2W9bPy1ZBWtrG8UTilg3JIV9NIqQyNjl+Jy+p0Jea4NoOjs1KmS5izJb0qCAwcOHGRDvk/omYiziPV8xhsTFlK+Ix7KRHLMM8RjlOCC8g4cOMgIxzGlQA05z0cYEeGOh07zFW3sS7FJYJfesth1LBKmP956iLoM35s6bn/IepVZ0K4bDTz5dlr61wQa99iNlNjUnT7ICNTCvNbhWIyW1VgvB71Kiuin+mqa3tRAc0JN5FnH85myupqGdu3cDDV1sNFm/Tb04iBvAQqfM5/lWE4mNIWWl684fKgzZq4Pfb/VQZPlGxy0UDSX7eTYTyk4VD7mkMLi0l0UTnKeTa0EEzyKiOs9NUasUN9cBcNjWcqW9A7YZqrGlKl/AtSHohl1qVSuuRk9oda7imkKlfjcFNa1lMaWD0roSQQS8ssHT3fK6x1idVM1puR2ZTx25T3Zy+oq6fGYOUgzpkJmGlNcE6hOFuGUNILsIna8siaRVAfGDY+rugg8xTHTOQoy7Ro13TT/LulDqBQ5XgTngyt6SrzNpTTS7LN9obwPv2+q2f3wy/wqoZuRWtcYp83Pup98JW2ooc5qxyBLfZxQNUW4Dlvy+rsrB9KA42+gv166mahtH+qyy5GCBpHpfu/AtKc6stTJQGmYp0y2tJpKyuTt9MY1NvcM09WIyDNaWjR5DyQw2xW01dNIpQQW/9hoKxVadVONNa2gyFazzE4Dy+ULWD83ybPTBZVltF1FKTW89jl9U1VFe/fsTGP/Wk17V1TSAysWUDAep1t69aWiNfGMuhaegPKMuTX6Y3U1nb/NVqQzQY9EzDq/WFDWoZDSQ3MdEbL0N7KBl52mMcXTMRdbmlc60+oSYJpTcV/m741Kf1nPNLnM56heeXZbPBwqn4MNCIz9iSSdT7VtMm7PtuGbR5R9peR2NsXmOpeYZs9J6zKXpybXM84yfX/ehbhdctQUL8PFxnmewT1bXdXmlKLZWeFSRnil3txOk+wB1ZdsQ0GUNIbUMdBGI0hzxaTKSzo33K7hGjWKA4Pr16h2pHQs1g6uXO0nfpwsdhrXmgVZ1fxsp9hPSwqs/+uDFm1t9C8LqbrKGPNWLZAjjhtXL7HqwGwFT4GlTQqEmjqx7az6TGTnzW0ntd5diq3xslwZ24Mept/ptWyKADsfLWw/ZkvaUVy3CTDvG9wzNrZT2jWyeUFXr76kgcTvoRyzJ0v7u+R6a6wMjelX8e9p7w027yup3/Eb9g/bvG9ImldKO/JnJ0eaML8ussaUqrtloxeltGOCabLxdappxO8785Hl76otHg6Vr9nhOKYY8OgEIzkK8bViwEHhUgQS8xK5ijK2IJx69nn04y+/ic9c0aOikFYmnU71q5ZSLKRRQWUXY2XjPwtNrtxiZ9r89LuptPcQ2qTRwrSlAF3X6KkzD6Gj73uNrvjqF+pVXkJ3dupFbZiTqGZNbnS+F6fNpcZojLYp2/T1wBw4cPDvA4lfuPB4viLq6EsJbPJR0OuBE848l77/+TfxmSsGdymlRUnHVN6iFd4L60XlCzW2tMB7Bw7+dTiOKQZ0GEj12xhufQ6JdUGRzyWy44Tz3cAKFLW61K6nnn2++Bw8fEeqYZkcs4Fn6Pv+2buotqaOhp734AarU5sBw8Vnw9K59PFrL9Ae599KfpbVZJOAJ0Ck1bS4vAgj+nWj707Yn6qDYaos8NPSXxevcxkz6urpockz6OSBvWjH/Q6gxl+/bpa6Ovj3gBnUDZ2eWJqVdZB3cOm6CODJd8eMz+2ikJIZOR+BiOBExD5zWUvEiWcZ9lOfrXageWtyczatrLMySuctEAmnRKPnpfh5YTkRj9x30OLQHLaTWa4DA45jKgnYUrAlQlHLKeVS4rg53YpHJnIKlEqjU+l3duBle9hx1VByDu44ylUby46CuKLeGjxXN4TI73al3sGLfJwq5bEN2+Rh6jyUXQ3tN8OhxXcWf+5SmorTAV0sbTApxo4WtRn47UKHFepTvLEuc6huZC7pPkYZKrTS6sYCluMkXmBRicRuXouW1cTiXINRuR1c7Nx5qD0PI3a5sqWNtbZTqUZNkczt72Z5rIu8Mj2qbYF17gtqrOOurAvS6vow1S6ZRwsnfk89DrmcGmqNNm+ssdo+yu4nzJ7bIcTSIkcZRbBh6WpaNH0yvXLp0dTzgLNpyS77plJq92pnUa+6V8iZ5Dowal/vcus+aVco36ulxR2tdohb1ASdi7Qq94zuShpT4Xp5BlgJP5fCvTltjdM/1RTejD7A6aA8dbUKjVFQJVZnaYW0nae9pWtR2a+aKpPfo43ys+ItktvIRGGyvZuiMbp14kTqX1FGV+2xNTVN/oECldb97iu37nVfmUyj0xmNjiNWoyQVyCGjo45sNjZl60UsNXNA3i7B6Xt+ix7RlLCuSwO7b8U61oebXWw2GokDB/mOeAZbJ1czmw8Vqq2Qy2On9h7mmLE22NH3soGfoex/swqoCUYkG4cP4ZxtpSaY4TYgX5etaryIGNtSV7h8bk7L4TShLDaStI5911QKE6f5ccpgqNGeMsTo6glGH4u6ZBp7iNlMvA/Odom92ewnjZ07G39rQtb5qRN23Mbl9rhqC3coscbwEJPWWL26ilbMXy6+r/zrR/uK82oqY2Kw1kpAE27skdHmUieSq5hN37+DNS52ZvVUpREq2DmV+qw6BHzyuOriTwKzx9XLkkjea3BQSuv4faK+5PP/7b6rZXDqXDanAb+P+c8qhTRu2ZF6oXW/J9i9n9VOY9IOXHaAmmpI5xIMjB6XjUYnlR1b92RB/J0i4VYpet610vWM/aztoqzXVZM98Fdgsx9ztJsdrAscvhZvDI2owOv46jqWBKhAcVrkI1wde2/sKmwSqCzyCs2Lv95/kvxlldRm8K7NcpzCzpvR0Aseo4L2PWn6K7fQuLvPpLql82mTQGEFrFxqLagNR6g6FF7rNpePn0TLGpvovv1GkNflotJd9vvX6uigGeGIdzpohogpt+oIyEMU+x2hZ3iONGUyIV/Rpa2ie5iH0P1OIiFy+0grbbexL4WDfwpH/LzZ4VgRDHD8NuU5jQ9YVNNEDSySJV8R+3vqxq7CJoFpy+vo7+8/oiW/j6Utjr6IdD6rsoHhb9ORBp16Jw0+4x4xa+hJillHwxs5HL52eavSHHt40gw66MNx9M3KVWnrFjY10YNTZtIhn38vBM/vHTGU+rQxoo2qx7y/EWrrwIGDTR2xeDzvaXxArZIEIi+BDI31csKZfMUvM2TB83xEvLFmY1dh4yMaokS1cy84cLA2OOFBSYTjCRGS6PdYGlNuhUfHqX2MESVR2NRw9qBC7bODn2fOY5EZnNanIshoXSrt0K7eHI2M/sXDlXu1KaC6UFQs4jg8o5oStlnqt24hT46zpTqjsMnh9HI9eVh/mGUD9HqUrGUMWjSYOWyXU/SUUFudXTOeGcXVbRBRg0U7ivuKM9L3OHVPzerF207N2MgpBzFWVz/LgqjegwiiNhHKEn7OaZB2iY1AOeBYnKTnAbOWWfTGoe1L6KfCTtRtn1PJ03MErVpsrWussQyOGM90qEBnodZR9j0SlGeXg43JOvn6UNcj76Ilq4miixfQ6GfPpXbD9qTue46iFT06SPv065B5RtKly1QyfuuWeK37wc+oBNL9wzIsasVtSaMllnNKFUNn5ySFZ3PKgkfN3sjuYx5qrfAUNHYs6Q5i9wynswGu9l2tc40w2mLyGb22dyeqeedrun7KdNq6ui2V+L0i3HpNMER/LK+iUr+XDh3Ui07bejPqUlpE/grDMVU4Yh+ieb+mynO3qWTZ8eQ6aDZUPhXxhtqMofJSlhtGqVVptYkCRqsNlNpS+YKa1f517Nnh/aBKH7ELV2/xwD22oTUNHI2EvIVhF2jC1jA1pjg1bX3F+XJI8Edx5Tbmca18+IwrRCONU9/+YZY/LilVVuCVdBntLMC0fj5bmj4b8HPgdqh6Dny0cvGxRi3PTnrCjjalZkk2xyRETBW3pXjDmsxjIeuXOX2P2y2q/SxRhJSaR9lNEGXGOW8TsR+rayOzmZaxjMIr6mU7htvGEWbPLaqVbYVvp1t0uzkT56a+n7hNMd3zbW4UPjvh+CaWvS/aZGWLjjJJimjYovipWZKrTbsqKcaeixyHrtnfJwH2vuLmlDYlm5wpXwAqfs6OSptse+p9J1FDc9T80djkIk8wrilZrRMenkXasi/1Mqt9Epyipx6Hv294fZbGVEEZJZiTTnom+Pmxc1MhZdVU7VAbai7vayTKoErfY9dSzfQdY70kp9Xy+8eOhtyqrKfmsJ3Mch2sm2Nq/PjxNGHCBDrvvNyzebU04HkKO6KVtLC6iTzc85aniC38i1xt2lM+IxaJ0EvfTKHibpuJZWNAd7mp43YH0sJv/o9W/D6Gii76D7XvP/RfrUOiblWriphqX1JIz588kt4Y8yu9P2O+eGXzunTqVlpEJw7pSyMH9RYivioaJ/1ABaUOVcWBg3XB22+/TR6Phw4++OBW23BxvBSpXqI8RC1zSuUtEgnJKZXPuO+lzyjfEW+szVlzrtUiFqVEQxW8YBu7Jg4ctA4q3/z58+m7776jVg3N0EnId0BMOuBxOk9X5wGUz2iqXUMf3nY2rXr/Tml2+N+G7vFTj71Pom2ufIkClV3oq/+eT0v/tKJ2/g1oRRVZBSlbIhCxt1/frvTkyJ3oiZE70WMH7Ej37zOCDu7fI6NTCvD3G/Kv19NBM8DRmPpXMWnSJJoyZQq1ZqA/kaOk8hM8WUzeAvdC4SaWWXcj4cpT9qd8hx5wdLaERqmSnMVBC4SjMdXscEZQBYnWFXS4XqgORnOLoW/liK1aQK7C/BxQV82fSZ/ecymFmxqo4ribcs501Jzwl7ejzc/4Ly16/17yJrWn/i0kmmrT6Xt5iMiyv8m38W8FB/8QoD5s6JTHzZFC2UELQqKVUTbWE0Ely2feRkwFLcpZPuOuZ0ZTviMeanQipkDPDCezPDtosWgO28ks14EBxzGVRCgWF3x20GU5j9wOHhZZ5Wa0N18WnaVIltzHdjONOte1UvSGeB1ibvuyQdFZ23E4L9jr0igcTaRSfHJdqVw1tPhxVJ0krpvF2y4be1DSm1IC/Vyegsw3tKQx5befwSltaxslEw81ZdSvSfitmY8Gpikl6seuM9eVUqRsJOY1P78EI7+ruhNc64ZrWa1W6AP1LF0xL7uJVWJ5gywo/utcQwNg3o+f0fhnbyd/RRfqeuBZdNCWA+iNSRYvvm7F4ox6BxrjyOtKKl3d48m4XUIxXrnmVCRYmjEtctfDryGoElUvrKJw7Sryua3ItrZF1v6r/LKumEf3Sfe4CZ+H8erZvQTEk/Q9DZoYaMfkPaXxFNkK7NLvSppSTL/K+J6FHse0uyTVFhbBFVN013R2LA/TQihh2kxAQRdLryveqKT35uUVGO3i6tCLErWWYLq7XWdrm5IKeSeuwcD1sJi+m6j7mhXWZmGWeprtr5fKZWvFbaz9/cW2GlNNCVfG56WBPQf8mVD7abOLVfs9Bw4csGc4YSyY2OO2hB101pMlbDQnxfPMOjy7Yje0Oc/NlWzzMXGbOiAzYcRmEkOWY5FPyGXz6q7WgdeP21nZ2oEfiZuhuhoF7LbRq+EvTS65L0woukKpXfzFlGAv4vJ458+o6cdtJ7WuXMuG2zTqfuGY/UXj23FNzemrLK2mBVXyOFhVb2339ypr3ZK/ZarirG8+Sn2PM63Ea04fuUGdU5FGS5OxdvEM2+0ScUtzSmM3jZpxu5BlIi9l0X4Bj25rw7t1qx3dXA9JtWOS10n3+uV+wUYLKVnZnHSXJK0ku5d69TgSI4YdR9mfH1djx+G2q6bYiprNc5CqJ44Bm4ZpfnLdUUnTSX0u7Z5FVdfVZjvJvlS0o+x0paJKjyJprfFnUdGYyvSa29okOh1sQo6pVatW0ffff5/TtpWVldS/f39qScAgDydOLo4pB60fiehGzgS3kRANB6mo60AhwPn36Ifovej5RBWb06aG2e/eJ8Q/hw55sPkPZmN05B2cWZ3Wcx03NG3duTeyYsGCBTnbT927d6euXa0EBi3FfsL7ay6OKQd5ACfCWOClD3+gfAdPKpTfcMLNWzyaw3Yyy3Ww7o6pr776Siy54Oijj6bXX3+dWhIwC9PkhGGLKKiE4+LOq0Fk5oQfadKXX9PQI8+lxtXLKFi1hLrseSq1GbgT7dGnHb0zfoG0fTzSRLH6lSJiylVYQbrXiIJJJOKUCNVTgmUlQWYW3WNFuMQjQYrWLReGq15QTq5k9Bn2jTVVi7I0nilEQTwSpmhTHfnbdqWFX75E0VCToBwikmtNQX8qb9dR3h4OttkzaHkiTF2696C2le1S62KxGC1bvYoKCwuouNiIvIGe1rLlRhSPFjIyEGoeHxW74lRUkJ6JpbaunmbMW0Bej5v69exG/iL7bC2ZgDrMnD2DamprqUeP7tS+XTup7nNnz6HVVVXUrWtX6tzOihyKRqM0Z/7ftHp1FVVWlFHvHt1JVwZMnMvK1WsEFbOyzT/X/OAZZRw4cJA7nn76abHkgttuu42uv/76FtW8sXiclMS6eYmoE13pgGGP7QbRSx/KDulENEiJUJ0hkeArSWWFgw1ESmZgiGVrPNpM7Ftr6Hjp7VLr4PyJh+tJ9xZJkT0qIsFGioaCFCi1bLJVSxZS7eqV1H7IQCopt34HwqEQTZk2k2LRKPXq25dKSqyo5FAoRNU1a6isrIwCASO7cSQSoVWrjWzWWjI6SHO7qbzQTz6fnJkYWLlqNc2d/zeVlBRTn549yLOOGm2ow/QZsygai1LvXr1EXVLnGonQjBkzqSnYJNZVlFkR48FgkGbPmUt19XXUuUNH6tqlc5pkBWyzlcuXU8Dvp7JSORp73YGwUicxggMHa8M69QBDhw6l448/PqdtBwxoWcLRmORDqtRCn5vqgpk7D5YhlXzsH08Wup2PhUP62FiRze/DZxw5FUwNmeSsQT8TK1Yz6vH6yalvM1eiPOChYCROjUknXQETQldFkeX0slrGOviV+vC2K2ThwrnKGIWViDZ+Gn5XwDpOsRWWqoXl8GwpzSoPf2UhtAg/jnLKAQtzbWLh500KnVENR0/tn0WBgxcRZCQB1YfOWUfV7D5do1L5wlaETx1Li8zD1CfOXyOoanM/fZ7mfv4SFXTZnKI9/qZI+VYUaXqTaoNlVDd5Gn0373daOm+1CGlORMMUnPYBxdbMl47natObCgcfSPUTXqV4g5U22YS3w0Aq2fJoqp/6EQUX/Catc5d1oYJ+e1LDtM8oVreMNE+AykacSYlOVhZAt9dw1gSXz6Rpn9xBsaY68pV3pHgkRB/ffSGtmDZBrP+QiLbYdV86/NJbqENRV/rxi9H00v130rKFVn2333UPOn7UifTCM0/QH5MmUigYJK/XS/fefz+dcPQRtPNue9AfU6amnYPf76Nn7rubjjp4fzG7MXfBIrrg+tvpi3FWKmgYNtddeBZdf/E55ILYJXcUKTMiuIVuvfNuevzJp6iuzqI07r7bbvToIw/Tm2+9RQ8/8gitWrXaqvuI7eixB+6jb7//ni67+jpheJno0aMH3XvPf2j//fajhLdQrBt5+NE07jvDKD78wP3pjQdvla9bpUXFizfUZqTUGVU3nnu9Q2+iBqs+GqPvxX2y7ldCoRea0JUQeLffovbh/kqVzcPPfQrFUqLVWscNK0Man2hoZA8PpyCrdORQBnqyStdtNQKeG7pMB7bYd999aY899siphXbccceWZz/puhjDzYhzO8pZGkU9iy0k3VHr4fTKdX6NV48fU31R5UlA7HoE2GIxFmHLaYsSTTDH+qgSB9zG5LZdruDmCZcGMMq2+k+3tyAjXU9T6VHcEcfHO48/RYUXZbCyZeqdPZUvbiN3oJIauG2lnhNHfZjZQjUWzXDGMmvsm7VMlhdYtsRat2jKX6nv1X+n2wiZMH3eEqueoTqKzv+aqMmQTTChtx1AekV/is75AvoIaWXolYNIK+tJ8WUTKVFnSSngbLSiTqRX9KVVE1+kRKSRNF8x+YccS25GmQ8kbeGqqV/Tj588RPFomDpssQMNOe4y+vqe+2jmr5bj7KBRp9NJl15H4QIPvfL0Y/Tk/f+l+jqrDY4/5XQaPGgz+r+XX6Y/Jk8Sv5WUlNAbb75FPbt2ol332IuWLVuWdg5tysvpk3dep2FDthA2948//0qXX3cTTZg0ObVNRZtyuuvmG+mk449Za7vW1NTQFVddTS+/8qr0O95Rb7/tNrrrrrvoueefFxN4Jg495BB68P776D/33EOPPva4tN+WW25Jjz78MA0dOkTUb8WKlbTbnnvS3LnzxITfdVddQddfdmFq+4Qi52BH5bM20EnzFVCc21aM0pqNtigh6lp3yh/bjstLGP9bdlaM9X7q+yZ/rvg69XVHliVJ7tuaomibw3Yyy3Ww7o4pUPMuv/xyaq3Ag2fnlMonLK0LUsAmK1c+QegEZNP+aeFA5NHkZ2+gVX+Npz4jzyB3r32FA8JX3pk8ZV2p/o93KLx6Dq0O1lKcNPL321dYzHBKPfXUU2Igd7vd9Ntvv9ENN9xAS799QJT78ssvU3l5eeo4U6dOpauvvppWfXKToKic+5//0F577SX2/euvv+i5556jL754IbXvzTffTEsWTyQ/c0yZqJ/9A3VtX0F33vkkHXfcceK38NI59PDDD9Ouu+5Kv/zyC1177bX0/HXn0qHHn0L3X30+HXTQQXTRC89Su3bt6Oeff6bTTz+dfhz7Fe20007CgEG/9thjj9HLL71E/Xt1F06pZ599ltq3by8d+4477qDX3vnAcEwR0a33P0bT5i6kJ554grbddlsxAzd69Gi66+67xfqbLjtffMJBdPjJ59C4n36mrYcOpXdfe4FKiovp+x9/ov/+7z667LLL6MADD6Q2bdrQH3/8QTfeeCNtNmiw2Pfss8+mI444QtR92rRpdMstt9ABhx4uIroOPfRQOuecc6hDhw60ePFievDBB+nwI4+mH74bR1sN3ozuffAR+uGn8fTiiy/S7NmzRRRG1S2XUZuyUmGszZj7N+mhBurTtTO5c3ze46sWkh6QnUQOHDhYO3bYYYdWbT/BIbUJ5MjY6IC+o9MODn3LRDGLso5Xzaa2hTo9+sIbYvI+HA7TN998I2yexlXThYPntdfeku6njz76iJ588kmilX/SsGHD6JxzbqLttttOjOETJkygRx99lCZNGmfs+95oYe/EquYR0TZp92bVH1/SLjvtIBzkiMhcOeN36tapA/3f//0fDRo0SNgvsBNgs3RoW04vPv4QnXnmmXTKKaeIaCewYO5O2jeHHXYYnXnG6WJCDDbMW2+9SYMG9BcOI5Sj4owzzqD3PvrYcEwR0fmXX03+gkJ69dVXaYsttqDVq1cLW/DMCy+hkuIiOvSgkWK7RYuX0NEnnEzTZsykg0YeQM8//YRwGMMh9c6774n6wPbzeDz0ww8/0E033STKxMQgvuNcCwoKhG0I22qnXXejv//+W9QZ51BaWkqzZs0S5z3yoANp4oQJVNm2gi657HKqra2jDz74gN5++2167qWXU46ppqYmmjlzhrDjunftnBapnhGCTdDoOCAcOFgLHBcdAwT+ihXB5HxEt7ICKUoqX4GIqdaMBd++Q6tn/ErDzv4P9drnRCn8O9BnVzFLWrLVKDruumfJv9lBFJz5uRFqTkSffvopHX744cKhAiMGzg8TMATefPNNuvXWW8ViruvTpw/9+uuvVFdXJwyC3XffnV555RXhfOH7wsCSZmEZoHsFyt2ee+6Z+g1OKRghKG/p0qXiePOnTBBOKTiv/vvf/wrDb++996Y33ngjtR8cUsuXLxcOqG7duolQ9U4dO4l1Dz30UKr+cFLheDNnzqTN+vdJ7V9dU0tdunQRqeDhJILhhU+8fD747MuChgd8+9Mv9NnX4+iGG26k734aT598/qWxf3W1+KyoqBD7IKJi/vz59Mknn6SOgbrBgNxnn32EETpmzBhavmKlCDFftGiRMK522203euCBB4RxiTZ+4YWX6K9p0+nmO+6iK664QkS6br311qK8SCRKT776NlVuuQcN2fdo2vzgU6lw6/3ouXc/zeme0Tv2zmk7B3ma8thB3sLj0sWS7ygNODYkoGeL+sgjlBXLEzkYu1944QXab7/9RHTPkCFDxIQTgMjtAw44QEyCmfbHZ599JtbBfvn888+FDYXv2O67774TdgffV8AmQgV0v06dOomJNFGXUJNwvPz000/CxoH9gLp8+saL9PyjD4iooyOPPFIcY+TIkcLxYwKOLEwswrYAfQ72U+fOnYWzzaw7lm+//ZY222wzEUU1cIClO1xbW0s9e/YUx4ftAzsHTia0y4OPP5Xa7u333qeZs+fQhRdeSK+/+Rb9NW1ayn4qKiqixsZG4TiDPQp7STjxku2ByU/Yl3DWwUaEwwpOKWDy5Ml06qmnivP+4osvxFJTU0vvf/ABvf/Bh/Tue+8J2xKOt379+onzg617w+13UVnXPjR8jwNowPCdqfew7enrb3PQEdNdpPmLcrpnHOSh7eTYTyk4I4cSHt0UiaYyxXGamvifhS9GGQ+6hmVAywYegq26feyy5WXLBiVR59yZaXTif+bNjzCKFy87zsQhpq+oF3S+TNS7Aka9U8vmxw3Y0PWMdSwjGsvuoWbQ4LQcTpfjWVzSMvbFMtch4JOzkXHwaPggj0sF3T9ulRFn8eM85Fytjx2VLxv45Zdsiiwz0Lzt+TUCGiPWjstqrdDh3+ZZIeTxjrtR58N6UZ3ei+qmr6Slf/xIiUiTEH2HA4PaDqGG2lqa9Mc0iroKEWJF0bibtLIe9N5776XKgZGl6slNmTKFJk6cKP0G5wtmnm6//XYq6L0jxX21Ymbt448/Tjs3OMB4ZpuU5hkah7UJnFQwSOBYQnIGlL1ixQrhMILjBo6Z888/XxhwABxXMFD2GXkwPfPMM+K37bff3miPBFGPvgPETNxXX46hpqYgvfHG6yICC8YTZvROPO4YI8NJIk4H7rMnnX3ljTRvziw65uAD6MFnXhJOLBhZ//nPf2jF6jXUvlOAmoJG+5922mmiLMy2Yf8R22xFlW3bimizgw86iOKxmKj/ddddJ5xVOB4Mu/323580XU852GAorVy5ksaPH59qBziz4NSCobd42XI65ZwLhDEIIw/RYPvvb0R5PT96HF1/29108skni8WMUjvr5nuppLI9HXHA3uI3TdG50MybMtJA8TIrkiyObIXmNfLKRhdfx0PJ1cx50BlLHSdiUU35YyBlrBE0wUDGDE9R5VnkrDw5q4y1Qu3ng+w5N2lJjazfdODAgQz4o+KJOIGhZ5oB3D7R+Dhv/GKbYS0XqBS7XMBpeKJ+OZStMuX40M6L49kDVzeGJYodryovLp3eSJnlIZQ68AxpdpmMVRNEouHweittIq2TbDuWuSvzIdP2jwnqtGXpxnm24rgdlU+2Afl/fJV6z/B/s2ZSjNvY4+x7UNGZXTpz7jrT9zimzl6U+g7KXfXfy8TEnol33nnHciglgchuc2LLBMZ+RPw8/fQzpLftT4lgNb300kti/FYRCzdRuM7KGhiNdMj4DAwfPlw4lTARZx4DjqQrr7yS/H6/cOrAjliyxKAjwqbacvh2FIuERYQRgMkxAJd0vwNGCjsF9h/2gbMH6xEJheiigw4cKShrWpzooAP2o0efepb69elNhx24Pz38xNP04YcfCnvsoQeN6HsA9hMino455hjhuIJdBuy55x507/0P0P/+9z86+qij6IsxY+jee++ld99919ivqUk42Y444kj6+efxwiaDMwpAlPmXXxoThAC0/+CEgt0FvaoLL7qYDjnkEFHGuHHjkltpdNVtd9PTzzxH11xzDR188MHCOXbffffRfkeOognffU2DB26W/i7DviegucXpezxrM3fkqpnzOPizqNAHNUadlcCeZSmbodiJrZNffyRwZh+/i9Q+kttcJuVPpQU6cJANOU9vIYoB3vC1AZQRPLSXXHJJi2t5DE6FLHVqvqJf20IqUlLK5iP8ntZ5L/z16t20ZvZkESHlr+wlfos2VlNw1hhq+PVZiq1BGLiF3bbqQ7GFP5AWqCA9UEaujkb0DQbuCy64gO655x5h0HAgIgqUOSwwbADMuCEs3ddhMwqvmEXBxX9kNJbWBaAGwjiAU2rggacIOt28efPEzB+ocQgRB20Qv/35559ihhIzlqeccz79MGVWxjIR9fTIo4+JKCW8pGBWDYYVHEkD+loRQ6cedyQtmvQ9zfn5a+rUvlKcBxxAmH30+3x02qXXUWnPzemo0wxKn4nzLr+ayrr1pRNPP5t+GvslLZ07k26+8XqaOWuW2H/GjBnCKQWKICh69953P82dM0eEq+NcMeN348230C677SbaFrOZjz/+uPh97NixNP6nn4RhiJlDOOVwviauv+1OOumkk8QMI5ZRo0aJ88O1vOU+WXMhI8rXPgY4aAFwZvz+VSBLcdu2bde6HaIi8TJovii2JLhduljyHW0KWi/9f12AZCAOiPbZwcporHmLSK8cKL5j3MXEGcZv2FAcpu2EBTR+9B0jRowQjhutvKegBCbql/1j+6lv377CLgJ2O/4cmj59upBhgO0EuiDsEERNwbYAFQ7yB7OmT6MXX39byBqoAJ0O8gKYDBs8eLBw9CCqHlHsRx9xWEogHbj3ztto/p+TaNKP46i6ukZQBRH1DvvJ6/HSjnvtT+WdutOtd/5HOsZue+9HFR270lNPP0NzZk6nRX/PE5OTsJXg4MP+AGyhBQsX0Wmnny7eS03bDMDkY9u2lYJejf4WkfSQQkAE/fvvvyfaADRATr1etnw5PfrYE6I9EEGF88L1g+2F/+++by3ZoZEEiE/WOWiZcCKmmh05jxx4qM1Z90xZEeClRgQC+NJAS3RMxeMJCkadtKZzqhqpdB0zY7RGBBE11MqALHrLfvmMijv3IepoORngpEI2l8JtTiXNU0Ch2lWUiEUovnwyPXLL/xEVdyFXryR9LmE8I3BU9+7dWzitYZBwYJ0Q/yYSukkABnsYOhC4RlY+UM8Qxg7svPPOwrm0roA+AEK5AX+JkU2moaFB/I4wb3D/UT/UE8YDDJPff/+dXnn2Kbrm1ruylg1jCvXCuYFC9/i96du3a1tBT738Ol15+/+EQx6GGGbQBvXvQ1+M+15EQGHm0YzuwuyeCcxKjv3uO9p+u21pz70PEFFfeCGFphSioo466iiqqqqi/ffdRxh0iExDlBOy4hx51NH09ltviXPr1auXiJTC7B7C16uqVov+F1FiaHvMinKcddZZ9PzzzxuUSQjGf/ihcMad9P771NDYRIUFlvGYhuplrVp3zYGD5sBFF11kuw6aLKCYYNYetGD0N9CNaWmIORpTAmuawuR2RKYo3Artp/XBs+9+K/+QtJ8wZsNhjTFbtZ8wppsRU7AfsA0A+4lckDqICjsG62AjrG+yBG4/FZVXiGNicg+/w15BHWGzYDILTh+858E2efv112jzocNsywXlDTINmAiEgwiRViefICfOwqRfh/bt6KIrr6VX33xbbA+qIKK/h24xmGbNnZeKyiosLBQURNN+ggMJzryLLryAamtqaeSBB4r6wT5CxBXoebB7Jvz+O+25x+7CoQYnEmQPttlmG+F0C4dDwl5DW3fs2JEWLlwoykakF+wjRGehbVVAcwtOKdQHwPlh0vWD9y0WQUaABQCNqSwZEx04cPAPqXzwtMMZhXBSkQFq5EjxModIA3j5WxIK3ToVenVBiTLpGyp4hG+EU+dYLKMassgzQUmZ6hTqFaeTcFoWr0uEZ7IREV72GfukerOQYJ5xqollKOGhzH3bForjNiTX87qpzEI3awdO2Sv22lP5dEYT0oIh23p7GOWnnp0fz9SSTtHh4eJW3UJKbLtmF37OZp9KA16qD7IsYWwnTt/j13htNCE7eNlMM9/FpJVa//N9LGOm1C8/ylwjbD7LxLfsj1+EzkBhz61pwbTp0j6J8r4UbmokwgIg5Fdz0XnX/Y+e/GAC2zBOWml3evTJ50QGGRgqiPJ57bXXUkYOwqIn/TFVZNiLB42MLnPnzhURThP+midSHGOmEM4rDP7QAlD1KVxM48uTTGmp49lgzyEMFMzuAfVLjJB7/I/fQekDEDlUWlEpZgO///57YcQhI4x6L8fZfTJ/3jwaN26s6NvgEIIBePihh1FjKEafjvmSoqFG2m+PXentDz+h86+5Rbx4QosBM37Dh21O1150Du1/3OmijzSNToiVmk460YyJBK1auYr22PdAKkPGmk8+EXQ/UPQQTo/oKNACsd/XX38tDCuExr/74Wiqa2yk3ffeh9587RW6/Y47qKG+Xqw78cQTRXQXZvugU4GIKRhqML4QHQXjDzRHGG4QrzcBAXvRhq4iChS3TUtZbWZi0gMlhnGVKazcI6eCDiWsezAoZbWTr7XLYz3nXr9F6/Mi3t8sW+Hf8+5OylyqzB7zAA4ecs4zkqpZ+KQ+N3kg3q+0BiQ0La1NN0SZDnIH+iI4o95KOpihgwKqDp5NvBS2JMB+8Lh1EYKPCT4Vadnt2BiuM/q9OrbbUbR0tkIt2y5RHRJ4rCvUU4nbrONPUlnAKyXRsauP+rhwO5LT9RTzSc6KZ0Pd0RUqkJ0ghHqleP/JqXcxJvWQVoaN/YSIczsKtB19TzGlpPuEm+XZMu9xO1vNWljit8akgZUW9bycacuqmbX/HPvPEiJdePxedNczo63oJneAtML2dMMtd4hxFpQw2EuIMDIByn8cdxVssGhQOGbgMBK21t/LxTa7JSOmITOgwtQCVZ8R9Spy+2n5/Fkiagm0OdhO0ISCowqJbirbdxCSC5j8grbUrJkzaPAQ2TGFS2Jev48//UyUAXsGcgSbb745DRs6lFZVVdEXX35FRQUB2mfP3enam26jp55/UfSDcL6dcMIJdNpJJ9CgzfrTDbfdlbKXQDfE+Zv/w5kPTJo4kc4+7wIRFY8oLbx7oo0RbQ4n/x6wx4YPF45/tDPq9OY779GcefPphBNPoo8++lBMzOHYiKqCNiq0r2B3wfEH+wmTpzhvyCLANsOEJ2iFZqQaNLUQkd8UDFHcG0h/Rk1DU9NId3vkTJU2mfPSM93x/6x9dF1+zjX2P391yGa98Edpfcwc9XVZKi+H47c0NIftZJbrYD0dU4hGwMOLjgTRB+go8eKDjhMvpi0drSmr5fpiWV3IofLhJb0VZmisnvUb+Ss6k79NRygGZN0Wxoyr4zDJKYUQ8tgCQ6+JAm2gnimcUWZ0FEdh312ozXYni8irxW+cJ8KlzzvvPKEzhUG9vj5kG4reOO9HCi76XXx3l3SgwMgryVOS7uxGiDmc4jDQpn3znhC/xEwWRDlhyMA4wW/4BOAwX7NmDf35xyTaZ8RQqazJv0+gvXbbhR5/6hl6643XxawhKIkwqo484nAqLiqgQ449kT4d85W0H4wXhOXDKQVn0m+TptLHY8bSVRecRd//MoFWV1XT9FmzxQwfHF29e/agDu0q6ZRRx9JDjz1JhcXFQtQU5eATQMQTHGkwyMysPXiBBa6+4jKaOWOG+N6pc2fq0rUrzZg2LXUd0J44FowtLDA04fgzX3ZB84MTjAvWm4DmVTbEw+mprB20QDSH2KYj3rlWQBsOfQAm9PB846UH4sEQM4b4b4tGonW9gKwvGnLUHG3taI0R5+sD0ykFxJf8SvGVBnVOC7SlRDQo3qnUiTlA77QNudoOoESohhqmvStkEGAjQD7BdM7AiZIJOM7qFYYTx1Pendr3vUM4RTJRhzFBhYm3X0a/IZLPwHZCnZAFGJ+gEcJJBacVbCLYT7+8+jK98aqsbfXqyy/S8mVL6IWXXqFXXn6JttpqK2GLod533HG7cHJtv+uetCAZmSTaQNMEFQ6RY4gUh+zAp1+Moa5dOtPRhx9K02fOoIWLFlM4EhE2FvrOLQYPpuLiIjr15JPosiuvFnYXtD0RMYU+FUBZyLSHxC+wm/A/zhXYd689hEMO6Nu3H7VpU0HV1WuEgwn2E2y4Rx55JBVRDhsKNhXsKKxDZJXp+OLo28dKjJMRiYTklHLQQtFcQuWO/bTujik8jCJd+muvUX19vfBMw9OMzgCOqvfff59aPIRh5ZhWiL7R1jIrlQ8IeN3SzGdrofJ5isrWaZ9rTh+ZMq7iDcvFyxQMJETZYLBG+DQc1Wa0lArN5aHiAbsLYUoYPj/++KOg8cGwQlkwdOBEMgHDC4aQCYRv10wfS22HHyUGdz5DDqcUqHOIBMKMGSKGMMNnGmzos6AdgLBsGCkwNsxUxlsOGyr6McwAgioHJztmLl9+8Xl679136NhjjxUzZJgNe/7ZZ8WM128TJwl6HsQzof+A88E+MIxMEdAFCxbQo088QbPGf0m3XXcljf7iKzrsxDNTdb7iwnPolOOPoXdGf07PvfyacK7BUIKD3xRiv//++4VRiKgKUKVRxzvvvFOsg1EE4HwRhYZzvfLyy8ULLmh6MLBefuUVoy5//y3qaRqAAMqBkxBOujlz5oi01ejfvx1r0LCzQXN7DAFPBw4c5Ay8xECbBHYSnkW8KME5BY2TFu+QSgLWgjPnS+R162kC2vkIr9vltINiPyUalovJLjz3cPxgDIYmkzm2Z4LmKyWtqKPQO4JgN9674OyBEweRQtBW4kBZJg0Q9hGip+vn/04lfbYVDym3n5AwBZFQcN4g8gpR2bCZALznwXaCrYYobEQcgbYGhw+AqCFoeCLi6txzzxXrkbjlxReep08/+UTQkSHMjnqOOu54WrFypXBKof44D8gWXHzxxcJ+xLZmZkJoWd3/8GO0fP5M8bJ+1//uoyeeeT5V58ceuo+23nJLuumOu4WjDG2ByTvYa1hwPCSUwTpM9CHyCXXDAqA9ACTwQSQ6tsd7LKQkIDoP+wn2JADbDBObsFUhUg+Yk4SwS0GthN2FNiwpWpt+lEaaholDp29w4GCDOKbA/QUlBtxapCYHNaS1Af21rukU41yhPARoLjyUPF8RZqLRrQUdtj2IYuHMDiQ7PPX22NR3zVNIM2dOF4YAnCVwRsEhA0NDL+lE8dolwriBc0br3I3qZ39HkTULyVNcQYmyXiL8HEYZDCoYZXBuwVCoq6sT5WNfLpAJgMrmc3mpeuoXVP3XV7TF9tsaWgugMPYeKrKtIAPgLrvsIpxUMLB2OOJkGrbVNvTINecJ5wuMwZkzZwqDpX2X7iKtOWa/4NjhwqMwSnC8xYsWidBunFv/fv1o2+HbEAXrqE15uSjfrCPO00zXbALh4jD+vEkKX0W54Qg0HVcoA8AMJIBQd5WOgnoAcOaZGlUmTCceZg/RnqBHInoVUVZwvM2cM5fatTMy5x11+GFCawr1xPHefOttOvigA4WQKjSsEOaO80RK6kH9+639ZnBCSlsHcL9t6NBxJxTdFogSxQQeHPqg6yFCoLUBJgPuqHzvItRMd/kKTrHOZ3D7iTxFYjyGMwe6l5AxgMMEzhOtoK1wBsGeQISOzrK3ubrtRAvmfE4DBw4UlDJoJMHphEABjN2AuS8HbBkBTaflP7xGDYumUnn5bin7qcPgEYI+d/TRRwt7Dk4i2BLn3nYfNSxfLOwlTN5Bowl2D4630+570YSffxR2Duwn2GwmUG/YTviEEwtlHXzwQVTeppzq4mERfQQnlOlMwyQl+kQ1qtTvt2QBKsrLxeQb7CTApB5iG9ifqn4fd8rxuvE6ApgYgFMJOqSwpaCfJZxMn3ya0vTq17ePcMwZUfkDxbHOPvss+vXXX8V1gy4oMv0hGuvUU05ay52A4zrPRItHc9hOZrkOBLREjikdoHlipsfECyA85BDMhX4KUsVjJlBNGf9PgJdJPPCIFkAkw7bbbis6kEzASzI6SWStgnd7XYAOD571BYuXipc6XddShpUaMRRkWiQ1Iev7ghqL3rKgRtZmqW6KSDNpmTSAgPIA0wtiwuOSfpJC5pX0lLLorPD9qlh96oLRjLpWFQVe8ri1lA5L5xJrgGxbIIcD87pWFljfCzTrOFpE0auJsSgkzsVWdBHCfkt7pqopljGduzhfnpmVdfwaZdFpYJ0Aby9eVqHXRfU2GglcY0rdhttjXOMgm8HK27+YZYZU9bmKmHZXgYuTueU61MSsMr6ZV536/tS3VurjP8f+bp3Pkj+odtb35O62Q1rdzjhiV3o6aVwhPW18xVSK1ywgCq4x9KYKKsnTZWsq23xfavjzYwqvmEn+tl0pFqwTWlGBTptR49+/kbe0HZX2G0GrJo2hpuVzBMXPW9aJCrtvJfZdM3k0NSww0vnya+Qt70yddjiEpj97kTCSMHOIkG1EVu3139Hkr5pFv733PFUtnEftunanXY86hbbZ5xBqX+Sj6RN/ofeeeYhmTPqN2nfoSNvvtheddvEVtGz2NHrs/nuovr5O0gfp0aMn3XjbnfTBe+/Q6PffEyHj111/gzAE3eF6GvP1N3Tfgw9TNBSkHbbbmv74czqtWl0l3ce67qIjD9qPLjj9JEq4jTDwG+64h8b98BNtNXQL+u8t1wnDB8/XlTfeJqKwpJS9mk69e/USjqS/pk2TrgUe+W7du9POu+xKn3/+GU39YzI1NjRQ5y5daLc99qTzL7yIKiosOh40GO68/Taqq6ulY0edSMccfwLNnjWTnn78Ufry889oyZLFtNnAgbTrbrvTFZdfntIGTEtDnjw/TdcpwcS5ONc+qLyIcO01rimi6uHxp5lrssmaK3J1uA6IncaJ2V6Z6sM15+oU6k0ji3Yw9aca6+vo6G37iZlTM8S/JcIc71YsXrDBzwNlt+vcbZ3bCE5T0EshB4BxXnVMtwZATBeREZidh5YU7CdQUNDHIWIKzucNGTkFLRZQckARQtIHRDZkAuwraNOhXtC2gn7K+txPi5cuE9ecdxv8SVQ12nh/0MTsKj6uqs8zH8+5dpyqI2Sn65hNv8ouOFw1j+30KHnd/B6XlAmV60fyfsyrdLJcd9TNe0U1JbyiH5SpL44p2jO8v5N0pJTztjNRJH0vpXm5zcRtHI/bRWGWTIgfS9aY4rqg9jZSEytL1QXUWQW5bQ3dWI7SpFal+O6OZ7RRF4ZlrcRjHxuf+j75g3V/x5Hsp2iQ4ssmUbx+OVGknsjlI81fTnq7QaQF2lBs8S9EwWrSCipI7zRcJKUxIZLRrJlNiTVzKRGETaeRFigXep96WQ/SVk+jWIOVQMbtM/pRX7u+1GGLbWjOm3eIyShMBGICD1n1jn/0Y6r+7RP67t1XqXrVMuo9YDAdedZFNGS7nahDkZe+/uQjeu3pR2nujGnUo3dvGnnoEXTymefSN598SC89/4xw2PDbYdiWW9Itt99Bt958I/32y6/UsUN7uud/94rJMy0WpudfeJFefvVVoTG11bBh9NPPv1CTEmnv8/vogrPPpIMO2E/YRdU1NXTV9TfR9Bkz6aCR+9NlF10otlu2ciVdfd2Nwjkm6/No1L9/f/HsYjKSA3cX+kI44T788COaMX2aSNrQvUd3Ouyww+n0M86Qxp+PPx5Njzz8CLlcOl1y6WXCTvrpxx/pqSefoLFjv6HamhpxznAWXnLxxalJRDsXA/p73qfwu13qW5TngK/L9h7BnwPpmVXqILWJTXlqL8OfTf7Mq317pvcp2J/Dendp0fZTc9pO/8R++uuvv4S/BJNdEPbPJKvSah1TAATgEMIITzO8/shkAJoILhY8yBvCMQURZdBRQG0BzQcDPBxP8JKDLgPPvQlUHWlCQbVBR4SwTDjITDrMujqm8Ol2uSiaNCry1THVq00BheMJakq+oOWrY6rY56baUKTVOaZWT/uZqqb/SuFy6zlp+vsXalg4mVydh1Ns6US67JxRdO9Tb5Be0Z/6tvfTrMXVpPmKKV67iGKLxhOFEeGkkbffvuRua0TaFHeyOPblnTpR9dQxVD5kP6O9Fv9Oy396h/qddA9FmCMgEpSj0qLMKeBmz4jetICmPXOhCPcG9Q+0tHZb701DTriG+nawXqZ6MUHTdoXy/dSj3DI4KtjzFmAC/nxgF22cbH+XrpM73JAyJfSgIb5pVZzR27iTKVsGOyZ2mXBbxnDCWyBtZuf84f1TNpF9bvir8LFz97J71c4x5XK5KWYj3uk4plqQcbVkUfM4pjrlbnxiNh9jPWbhkf0Sk0ugTsCJY9IuWhMQHQFqC+ynqVOnCpsFqcoRsQhq8IZwTH311VcichKOb+ju4Vogo+iwYcOEADCybJlAlCqiV2HQ4mUMiRoQGW9mm1pXxxT08DQWsZCvjqnSgIcamd2Qr44pn0em8uWLYyq2YipddtaxdO+T/0eudoNpSL+uNHmmpavUXPCXyZPy5T0sMXV39e+0YPRDgj6HKCZQ1XY45UoavO8xtHkXS9qhc4l17h2Lre9tlOQ6RV5XxvtYffRMmwKOHW4j8fbW4rINKDmZuO6OqsHDAhUSzJaS7Cp5D8XBw3bJEqxil1hKFcnnj7NdcQiuMPtHtX6OYyp/baf1sZ+qqqqEJADYIiY1GADlFLIleSN+DuMFGi5YELEAAwt6Jwi9hEAweLaglkB3Zn0BYxXefJ4xChcKlBNcBGihmGGW48aNExcDs62YGUQ4JjjOcGStD2CEmE6pfMZSiJ+zATxfoRo/rQWRujW0aOybVLyVhwLdthG/+bttTU0x47mKr5xKl59zAt1z8+VCRHPaFCK9/Rbk6riVoPLppd3E7B50D9xlEFFPh+ZyC6dU46I/qXbm91Q3Zzx1O8CY6VofFHTqS8U9hxr6AJpOPXc/igYccjb9WzAMbicMm0cCOHDwTwBKm5kiHBQKANGQmNVHtDS0z1oTMLkGKggWaNdBlw/OKGjJIRIUUemYVMskhJwrYBtBcwURCiYQNYD2hXgwt40w0QfnmJlU4dJLLxW0ZujbrQ/wwuWQEQzxc6cdMFnaOu2ntQHi5peffTzdc/v1wjHVuX2bf8UxlQ3lm42gZePfF5GaZZ170g6nXk2D9j7yXzs+MnU2g1x0iwN3Sjlw8E8watQoMbbDB4KJLUQvIhobemkI8FnX6OdNCettAcFohPgbhPbAPYaRBf0pGEaIasJMIKKZ1hUIsVQBL+XIkSOFwwqOKXCzzRm/8vLylCGHiwOe9foA3m+3SxcaU5Hky1c8x9mybKnHG8OxjJ53PjsmjsXW8eNKk2p8mlCkxbW+R3TruE1Kzt1QIrOXn0fp8GiufpWFIlqqIVl3PgPFZ0qAgMqxSR2IzdgpmSikVuXRJT75QWpgKeZ5SmF1Vk2dZU1VgVVN3YJPpPHLzCOuCn0uamqIZdwuwgYYNSAlxGb2GrP4Mvi1laOsrLIDHiWCR2cRRasXpL7rIUOjyUR5WZfU92EdLe/73pt3INr8ZHpzxZ80edw71HPHPSjQ1th2cVIUfcl0Q+RRc/upeNgRtOvOO9OkVX7SPUbknJ9FInlYxJyb3RulFYZzelUtkd6lC7XvcQTN/fgBqjzpWmozYITVViyCD4iy54WXF186lWK1y8lXWkHH3Pkctelszfx3aVMgCfebKGJ1E/V2Z57l45dIfebNew3PhxHVlEifoRMzhdGMM3l8djstxSybCdfirLyYIi7OjuXS+MygfZRAiD0v2SKm+PmGWd+gziBqLCFA2NStEFXIPPOdFu3JozvV0G+pu2J9Hzs/VfOOR0nIIevydrx74n2VW2eUE12OAuV9sxkl642mZzRqycC9uKFTHq9LedAGwew9nFCmUwqA4xmi/rAtMPHVWgFqMBbodULDBPYTJBIwU4qECnDQrUvktwkeUW4CVD6E+ENUmAP2E9e6gv1kChuvK7RkVCl/+eKPuRqJI425WSKX5KgGRoFJaLb7pEV7mvur7iIe4cDKztWfwqOkePdUVuChWjau8f7JwyqnRlzIhdtHitjZT3ycUPWd7KKk1GgQu5GCNU/W8BJzM82k8rHoaPmaczqT/djA7WlOseb2lwo+1hR45MixUpdVH9fMH6195hvZ3IAeW+4u7XPxwQNT38/93oombFq9hP4t6ZiCyq6p774iQ2MJcPksNoO/RM6o26a9ZU93715G3W57VXzfqqe1v2oz8Wh9bi+lRQfpmW0I9Rkzb0MRNZjIfE8nNOVa5jqO8HuAl8HtKtVOY9/5KWnZIqvIph9TJQnWcqGx1u2Wab58D+m5TOsHM9P/1L6PP+d255e127Gh/6k2psbsJ5UaKL8CJzK9urZoNIftZJabKyZPnkyffvqpsJMwbgOQVUJiJthTL7zwQpp2W0vCP25dOKKOPPJIoVNgCuHBg2fOwm0IYBCDOCD0o7p2tTpoaDQgWuukk06i//73v0L4759cDBzHdErlM6atqE85pfIZ1U2tN/vYwRfdRN7iCpr5yg1Uv2iGtM7UNdA8firoOYIiJd1TTqlsqJryNS364gma+6aRXQVoO3gH6r7n8dT/gFOo776jaOFPn0r7NK1cmMoWGK5dnZHvvuqPcfTj/RdSoKID7XzV05JT6t+CoZXhREw1hVtXlkoHGwegkyBSCLqQHMXFxcKJAnsiH4DzPfPMM4UUAjL3QYgYUU2QJdhQQDsjwh3tynHccceJ7Jyw2eAQRLQU6rK+gEPKiQggqmpovXZDrsBI2aho9+UrFi2rok0BcCCoToR/C1xrLJ+fiYjTDg42AL788kvxqdpPYJohkKel20/rHzOeARApv+222wTlDjS7fwJka4CAJ2h88AyCT4nILJPGB0AsFbOAmFlFqk9Q+TDruL5Ap+3W9byn823WrkhEevEZqnxEmwIfragPUWuEr6CI+p9wO0174Wqa/uI1pHv9FIPTQdMo3mRoUuFzxYfX0vdjfNTQFKRENETukg7kLSqneCRE3vJO1G3kJakyGxZPNwTO+24r/k/EY5J4Z8PKxeQpKJYrkpwlWDXlW5r99v/IFSgWDrNoUx2VdB9Im514C5X3H05bnnoTdRm+txDf3hiAXoaYocvzjEsBr0eKmHLQQoHnbkPP+iXLg1YCB0T8zQyUJszIHE45M4HfQGuDMLe6X2sGNDUfeeQREYqvtuG6AinZlyxZInS7kA0QelNI+c6ByHM4xGA3YRYfNhuyfq0vzOQ0+e6calPolSKm8hFwfxT4PFRvo9HZWgA9KVD3JESSYt6RRor8+QZNm+ujSFOI9MpBgtqXj/B63LIOZx4iU8SUgxaI5rCdNpD9pGmayBS5vpHPrdIxZQIRU3AsXXjh+mvKIJ0oZhBhWEF1HpkU1LTpAKh8mVKCrisQ0gxOPP6srHzKNjycUqJ1cTqLKszNqSn2IsvIBpgJHvYirisvxXYZrLKBb8YpK/w4y2pD1KbAQyVJKlQbJhRdpIi2c/Fk3j5Mq5x0l5JlyZU5ZDWoCGHXM0piXYjR4xSHmR1TiYf0c9qiSk/kbcfbdE1jWGovfhy+nd9lT8tExo9cYEflVCEJydeuSH2NLJc1DFwNVufWs6uVkenIwUbYJ9C5dA+Kbf8k7b+LRa0zgexsSECg4vGnnqaPx/5IvkABVXbsQnseYlFvG/a/L/W9LOChWRN/oS9ff5bK23WkP6dPoVBtNV364ItU3L5zarvFfY3w8/quB9PiQT3o75nTqLG6ivxFJVTWtTf17lGOp5wqtznGqhsT5VRD0c17NlOCAfla8pBne3qFuQozfn5ku0j+n/AWyg3DQ8a5WK2NUK1RuM3gpr7YsTB17peT6q08/jzgkYv+qrejdE/zyHilPLNZQk1h8rGDcQqwrsSV87B+TvnjFBjjWJn7Vd7/5pqCXW0HPkPstqEGqn0n/9cULtbDrUtzDwKzciajDVMmwKOaAUTj3HzzzdJvJuU+kx4lJpxMqlk+OaZMQHMrk62zLoCgOnQmYEctWrSIBg8eLEL9VfTq1Svt2qwP8HTGEDFlQ9fKBmmfLALl6yPcxG9xtTp8nYsXzmgqsbhCYeL9mA3tpaYxTG6XXXZR3ifatwN3/Wucvi1+YOfEfo5xQXGlL+ZyE7zPX595FvUaSRQf9rvqlOLjEO+XeZ+9vpQfiXol2VLydnoICUwMROZaDqUl435LfS+eM1/a56hjz0l9L3/kgtT3Cx/8gY4fsDudd+zeOdlPj73xBb2z0BIaBxpqMk98tu9mJf4Rx2VyBQEmcVDPEhipSY8qmZ00oJMl59C51G+beInbTHy8VIcK3q6S6LfNMxqORKV3DGJJYbS4KnGwAR3bafYXk1mgLIL+tlRj+w5Js4moN4+YSLaD/B6Y+Zhp9hc7lh1dz6hf5u8ysjz0WSi70nPKKsi6S1t4NlKkXkuxncxyN5T9tHDhxtW02yQdUxsCoAdiMT2IEAdF2BqMLTOl+foAZYH+Z87uIcydD5Z44OCgMm87fKrPXWqdZnRaeGDRqZgPLj7RKWC9ntzGvI91c12y3Ezlb2z0qigQ2VR4FsJ8nflc2Uojpkx88dMEuvR8Q0Qcg2YsEqZgfa0wqkCdLW7TlgJeb0rTYd/jz6CL7nkytX8NM4xU9B02nIrK29DsSb/S0B12o82G70But0fSPzJRVN6W+o/Ygyo333Gt2VA2BrzQW8jmZMoTFPk8FNlIEVO8z8xlG/XTdlvWR+Mz1UdryX47+RuwYMGClOMEkSHQ6Gmp6Y+bCzCKeJtkci6Zkc9IdqICIp7AP3XO5DMgZG4CmQ5HjBghbChk8Pkn6aSz2U+mozxXJ/I6PaPUclBW4G31kUJrg5YcK1p7Ozz6xpd0x3UXie+xcHLSMNKYsp80bxGVFBdSQzBK5cMOovYjDqN8jZhKKFqz+QjorrW2iNJs77DmOsd++nftJ38Lt51ahCQZLhKioqqrq+mTTz75R2VdeeWV1KdPHzFTiAXZBAF30liDAHoq9DQp9guDC1QezJ773C7ye9xCxLI84BUPXs82xosKPgMeF/WvLKa2hV7qUhqgPm0LxfctO5eJ/bdOpmbdomOJKAO0OcxYdCz2U/siH5X5PWI/bNsrWW6P8gLxYHcvD4gZjfbFPrEPIkU6FPtE5FOP5IxKz+Rnv7ZF4veupQGqKPCKsruWBUREycD2xcJrP6yTMSuDT2zbv7KIKgo84uUM5WNblAdHW7si4+EoCXjEy1qR30OeZHvgpR3thnZBWxV4jRkY/G+2JX5Hp4y0sRBJxXc4Av1JsUXzE+ViW7Q7xBdxvhCxRsQT6oB2wHkA+MRsZKcSvxBlR5QXzrXQ6xK/YXbS3Bb/Y1+0Hc61xO+mIq9bXK9Sv0e0BxxRgPkpBDxd2NYj6lHgdYlIIFw3lAN0KPGnZqHwe2WRV7RbeYFHfEddcP3g8OxdYVxPfHqSdSv2uamy0EsVhV5xDigHdTHLLU3eY6gDZpx0j5c0t0dkvdPKOoiZJ62tEc7p6rG5eJN2dR9M5A2Qhox5heVie1D1SEf9vSnjWTwPl19GT435jUb/8ifdM/oXeuzrKVTezoiqatu+I932wXj6fMJf9OCnv9DXE6fTwSedRX3bFop26Fzip+5lAWpb4KWB7Yoo4NFpu27lqXsK7b/3dsNo5DEn0MgD9qOu5UXiXHFvol3M+2+XXhXiHHfq2UZcw226llGvikLqW1lEW3ctE/vs0KONaENsC+A5wjXB84NrjucH93px8p7FsVE3AJ/4v02BV9xH2AbXHc8YjGfcb8V+454t9BmfBV63uA6e5L2NWVi80Am6bzLZgssXsARIdRfpaHNcD4+PdF8BkctNegADjEZ6gXGu4lPTSfcXGdt6/aRhP2yLfXD9UuXiUyMXrjmuvQt10kV0JforQ2DWqIubfaKOeCZx76LuhclzKVWuPT7xu/l84VnGeaOt8Bya9x2A9hEvnpohcox2wTGM9jD6TvO5x6d4MUn2EZjhxbODY6A8lI/7HcCnlvzE9cCziHuDP2tt2bbmJ8rAdUSZuJY4Rxyr2Kx3wLqeeO7Rn4CmjTrjPLE/+hycknnN8Wm+UOG4KBcLjoHyAYwX5tiBceSqq66ilgj08c2xmOM1XzIZVp07G1GTmaIy8Rv2a8lZZTYlINz/9NNPF9mLsTSH/YT+AJffnQyzMMd39FPoL8w+w7ClkrZVMroVzyr6oUJfcsz3GmM++oPyAq94fiuKrGcf40BpwJN6LrE9tkXfgm3NZ1/YKsnnGc87+iE/+n3s53OLcsz+jfdz2BblGraeURf8Zo6dqBOA8QT1xr6iH/K6RLmhSCzVD5l9ruhbNERuJ8cVlzGuoC/3os9mNqf5abYhbCY4ArGIfl+z+n3+qZk2Fto6aZsZtpRxbkXsXPE76op2wzmi7thH9PtqG2pmn2j0tSgX3zFWGOXI/afoc3VNOCgN+9DY1m4MQtuiTkY/bthjqBf6fRzbjPCBHYV+GbYcbCysh00Iuwm2Mcoxbazu5YYNADsM1wbXENdUc3mS46xO7gHbiW3xqXk8VLb7SPJUdiBf/2Hk6dqXPJ16kn/gNsY4XmTYHdyG61geoFPOOp8OvekdOub29+nYi/9HA/e7kIpKDXHxkrIKKhh+Jt30wje0zYUv09nnXUgDO5fSTgPa0W4D21O/DsV0wq69qaTAQ+ftb2QgxWex301Hbt2VerYtpF36V9K2vdoIW2ifzdoJu/zwoYYAOz5hRx4xrDN1KvXTbn3b0pDOpTS4Ywnt2b9StM/BgzuKNoRtBeATdlOfikJhV3Us9ol3CLR7z+R7htnebQt94hnBfY/rYY6Hxpguj524x3Dtfaatz+5v3JN4geY2CiDsGk0j3bRn0c6IpNL0lKi7ZAvBbvL4jG1h08J+0l3kgm0ryvOlyhV2E8rFPrDNxHOjp2wV9fkxbTvzOTNtP5yj+o6Cc8U5mu89WLxK3+Znn/y5RB+J59n8jbcHnnszaYDZR6Ct8R3l8rqYthauA9ab9p6Hv4eZtiyzae3qbdY3wM4Vx8N6MzGYkRzMqjfvr0T/hbJQl2Q9sJ9RF6s9WoP91Fy204a0nzon17dUaIlc463XAa+//jq9//774nNDAZoJBx98sMheAyNrfREMBsWsnynUCboAMgwuWLyUSktKRDidGamhZpkKskiPupD1fXZVklNORPPWWN+B6kZrxggDjgm8dNmF0xazUF0e/qqG6vJwSr5OpbrxLH1BJr7HI1f4ceBwgFFh0hIxYKXq7bOn8vHIz2wh6xwSlU+J0NoYVD4OXKPVjRYvngf6cMomD5NX68fvmWz14+3PqWkVBXJQY0eXReVzLZ5q1U2l8lVYlL04o/ItjFkUtB8XGlpSJqYvN8JDHz5hN5r91x/Ub9AWdN3b39NefStpyrLajBQyHjHVEI7a3t+8jfl9t7g6KAvHsgg1HjFVmXTUrQuVDwYuR9sCRkllaRntqBY8ex+MBBfLz6KH5edci4b+GZWPZbFMuOR6J1ws25IuZxlK7a7cwg3s2eHPkXo78tOVKBk2VL6Ax03xeCxjprtG5fltimSmOEdypEhnSwTFsypyqNkJ+XZ22brUwNAm9oM5BtTX1dL2A7oJEWkIVpsGLAyHljQ7hbEP4phLlxnOnw1ddscO7YUu5NrKBr0MWghwdNx9992p32GOwKgC9aylC3iuL66//npxT+FzQ+HWW28VlABoSvEsiBvKflq8dJm4r9BlmyYlNy3VMZrbVryvUqNp+b+c5sWf81wzdmaj8knH5PVW+gZ+TnwVty7gxAmymWxO9ZfsJeW4nN6WLWOYVB9e7/i/Q+VT6Xb8WpjRcqaTgtsEdu3KM/GFVFuKcdKzZeXju/H2huOFo7fHytodHftaZipft/bSPm0YlW9MnTHxZlL5OBaMH23U7c83aPmiedSha2/hmLr9qtPpiS9minUev2ujU/ngxOMwJ53FuTKbqYTVtcAjX3Q+7stUTJX+lbSf4MxgdoMmZSRWoj7WI6KI20jZMlrGbN5GVPsiYnN/ShkIlQ7Erj/hR4RjOcFsQt52/JjqteT/qus4ciEZ2NlBadupEgc226l9e6YMzHW1tbRZj84t2n5qTttpXe2njz/+mEaOHCky+h5zzDGSUwpZ+hDIg4RwLRWbHJUP+lQQ6uSAAfTUU08Jz+Fee+31j8rHQ8AfBFNoDMYNFqRs1JImB3/AsiFbR8Efbq7HojpD+GCKSJ7UdqwXybW/hreao8Bj7RhPWGU3qm+ISUAfIeBypc7Lz4wpuxdC1fjhL6Vq+3ADildBbW87o0R19nBNATutLrXzDLBUuPyc+OASjcfJy8rjQelmamxRliLdwZ1gPN1xNscip9/z65ee4jrz8BCrW2P7v7vJolt079gr9b3zgD7SPonNDL2nF5LOxyI30cV940TLf6JBCav99YAlYB7r3i/1vcFbYkvD4y8idWGrTZbWy4KYC2uaMjojuWGE2U87J2NpFo0p/szxduUtrN7eKX0AvIjxlwUlSyE3jDQm8qkxY0xFggnDJ7yW4RlVTAD+XMTY/SS9gGXRmOPnGlUcZewxpRh7zVGNEvMZiSn7c6NNrYGsUcEMWeXe4I+znUGonh5/dqTU42kGHX/GmJNKamJ5n0x9nPlbx44dWwV1DwZ2rpSrdSkzV3Tp0kWM5a+++irdcMMNKXokJqCWLl1KDzzwwAatW77gzz//pEGDLN0/AM4jtDPafOjQoc1iP+HxwMJpHdEst0POdD/JQZN5nE5zlNi9QeXMB8w8LqvruGaSqsEkT3ZY63hxaoY03nfxfjmRY+p43o+m21z26+SyM/8uTWAoDSk5DLkWTjwu27msDrxd+f7pEyJsApH1y+pkoN05qfcCH3PJbRluDUutSboVkxdL+zQsvjX1fbc9d0p9n3rPcXId9P3EZ7++n4vPTqVemnvPjrT4/XvooOSEYknnjtI+pRedkfpeVWRpy6iT4tyOXN5gWaILa6yJvSV18iQfB6KjTCDCnMPOGcVtX3XCh4M7aNTHxSwC9pNmo8mJdy55p/i6T+yx8iTHK+WmjbU+SOvDEpnbhNuN4j7lWlJsd/6opD3zNs+fWgfpcZPqQxsUvO9StbV4u5q6Seb90xrsp+awncxyc8Vee+0ltKjgF+GOqSeeeEJE/51yyinUkuFeF4cRsuLlAmTTW18gQ8znn38u9KQwo4pse++9957gXb7wwgsZs/hsKOC2iDs6Mi1Kz6E5oc7E5iv0tl0pvkIWBM03GAPxpqN55cBBS8fjjz9OO+20E+2+++509tlni0Qnd911F40aNYqOOuooak347rvvhKh5LkDiGLTJ+gDUCOg+bbfddkLjBnYTZlUxO/3uu++maCPNAThW8jxpqQNl8i6WZWImX1C87a5U++1nlM8QE2ebkGaoAwctGV6vV/hDEDV12GGHiQV+l/vvv1/YUGpwT0tDzlbK5MmT6Zprrsm54KOPPnq9KoRGPeOMM4SW1Jw5c0QmGYSlHXjggVRRYfC8mwtc/DyfgYgf4ZJxxpG8BLJp/v7zj3TRmYbXPVq9giZMnUFVtfVUXlJEFe06UKd2FVRYoGRbdJAfLxtOuuMWj0QzdO/rWh50JqB59Mwzz9DXX38tMsw8//zzdOihh1JrAybb7rjjjpy3X1/H1OjRo2nChAn0zTff0Ny5cwVt4qGHHqIDDjiAAoHm7a+FIHq8eWaTW9qEFgsKzmPk531wwQUX0u/jvqALjz1I/N8045/purUK5OetkAZEUuV7/9jS0Ry2k1nuumD33XenqVOnCpvp008/pbZt29LYsWNphx12oJaOnDWm1qxZIxxFuaJNmzbC8GwpvNEVf8+hkpJiKXQ06LEoS0AN05Va3WTxoucwXanFtXI4bROjo5kCm6reTRrPm3HDFGkkW2RLE8p1pXgINA8P5jQXiNcVuK0E7+WBzOG9atgsL49rHISUmH5Oy8tGdeMdOD9OJIvjkJfHKXGc4gV0LrHau4Kdn0T30jWJ7sjPI9dw+Fwl3Oz0JVRuf6nLuu88KwzdAiAyd6pch5rVVh2imTPjQECSI7hiZer7grF/0G8rqujLRcvo6yWraWWjRQcUx9Y02qGojE7Zcwht362DGHA77LyNtb6HIeaZQrueqa/RNlbU48I6uW5/M82pmlA0Iy1PpehxGiyEcG3psjaUVB4Zp9K4zPtdCGMyOqMdpVJA1Uyw2YdT9ri+mqqzwal8nJYnnwNleS4TtjRYfnvyU+fpznkbg+InbcfaTr3X4zlqJHDaQpDVlf+upii3i2bMpjHFrz/fSqVN8L4rmlxXV1dLW/bpmhP/vyWMd4uWLmsWjakuHTu0+DZqDixZskQsuQI6W6A9tJT7afniBWnXnOvhpel1sv6uiT3zqsYUH0vttADVPttOYypX2KeHl18e7AJA0EfqOejcqVYMp7/z5lJp8XZ1yGZqcNphtnlXKRU9+51Tu7m+kGqj8G45psgscGo2r4MdNVHdjtdNbXs77a9CxX5qq1uaTtqUr1LfF73zfur7st9lvc765ZZ9H6q19ufnBoyvsmQI1jC7cdhh+9LEd9ceMXXq3tb70oBj5JfLwu33TX0Pd9sy9X32Gks2YMZq2UYzxy6gPODOqGer2lPSeMnsKvUZ47cAvzdUm8vcTdi3uTpk7Fgrql5Uwu47p/bbH4afUjZaLS87270q0/IyP/PCjsxBPy5bS2V7v7BrB7t6ZoOdXpiKbFItZn2gMdW3W6cWbRs0p+1klu/YT+sYMVVeXv6PRDNbApDhQdM9FI9kFiTMF2DgQtQYNyTyEW6hR5BfU58Y6L6ZNp+u/+IHmlFdRx0L/LR7lz40dHU9tXN5qT4eo1BAp5nBRvq8ZhWd9N5Y2rFbB7pnn+3IkltvfRCOW4eVILKrRDKkqHXQsoCufUN373k+XGRFp06dxNKagayhgs6X5/QtZL8KMtHvfAWyoIbz/F4AgnWywygfgWjKuBNpLZLoOPTWlo3msJ3Mch1souLnGxMwqBKxzNEl+YQV9SEpu1m+Ip9ewCPRGH32x2x64pvf6LsZC2hoRRk9s9tw2rqyDdXWl1F1nRGOXunykK/AR0MKiumI8na0aLMSumbMz3TAK5/S0+3a0r5bDaTWiFgsTnKcVn6iIRTJmgDBQcuAoQe0YS2hZkjw66AFIR7Ln/EyG+qCEdtMv/kE2BQOiJpq6vK+GUD/d54IonA0mhaJ5KBloTlsJ7NcBwbWyfvw1VdfCSHy4447jrbffnvxGwTRzzrrLGm7IUOGCE2FlhgxpZNO8bARkuv126cDtQtfVWlGPPwxW2YxTt8rYJQTTqlRQyl5/xbJQp2LxXUpw2Gm7HG87MoiL4WjVsQUDwlWw8B5VJWUAppRGOuU2UM57W/C9vx4e/E2ZrsL1LNjSelc2T78XNVw9CIXozSGrNkt3V9IXlalJpfLlprAkWuqZzskslGWXBY9Iu63Ugq7SmX9tXidlWWmadnS1Pf6xRZdr2rmMppWXUsfLVhCny5aSrWRKPXy+OmGyu7UVKXRjO9W0gxaSYNPOJx+XPoT/UxryEMalS31UDvyURG5aftVTXSjtws907CUDr/jGTquTze6ePP+1GefFVJ9ira0HL4uX1Hqe6GnTNqumGWk5ODPVbHy7Gg27aVE8Uv3F9+H31t+xemih40wft3jM/qFZJh5QsnKx6+LXYYYNQIxzJ5FTmHjdFRju8z3mjeWuZ8QVbC589RnjFPksoXkm49LwOuRIiJYV5U9bp6H5ysh+SGWosnMiKpCfdzsslulZ+9j29nXTik7nSYEerMDB/8Er7zyCv3888906aWXUs+eBrX5P//5jxAsVfU5H3zwwRYZMUWxKCWSDioX7xOz7cftKjUFO/9uk4lP9ZPL63Kj9dlSjXk6LJXqZlNesd9DjYyGzm0SiYaTI21NtbmyyQisK4UxW1p6fupezZ427tWsCmoxi1rm8xVQjE3uhVm/H9X4cdf9GmXT6eFjhTqOJdxW9lt3R0tSoHyA9X3NbNl2+esPy2b6jUkN5IpOg/rS/F8mrXW7576Ym/p+PKMMAlv6LekJb5lF8S32VWbMrgdEmH3B6XtFTO4gGy02e7bEzO8l6rOoJWUNXB4vxcLBjDZSmiwC+z8bddaOtmZHiVXB72/1Wc7l+VE34W1i+67odkmRYzm/H3D7idlLMZZ1OL2R7LP3/ZMMi2mHyVKGeQWduUwHzeaYuv3224UaPDK+mGhqahLOjoEDrUgJCJlCeLMlaExx4IUrzgbWfMXK+jAVKoNXPiIebCDyGWnMWxtW1jfRWd//ShNXV1O51yOcJLe060FbBwzu9Ng11izfn5+NE5+rKEwrKUwhiotBa39qB1cFlehuuqSoC/3ZTaMHpsygqVU19NVew4RQdmuBoPc6GTupKRwhf67Cdw42WThUvn8/YgBJXJDa2XRKAXV1dUKU3Mw2HAqFRGbie+65R9haLS1iSnOipkTElJ0eSz6BO6XyGab9lM+IRZz3KjOK0HHStGw4VL7mR85vGCtXrqRvv/2WHnnkESP7iqIODzV4c9l3333p448/phYHXSfN3bKMweYAIqbsxIXzCYiYao2YU1VDh732KS1qaKL7hg+hIW3K6Lhe3VNOqZpYlOoSllG5/alG6vYDqD2dRF3oBOpCpeShP6leilo5vm93emzHremPqhp6f8J0ak1AxFRWwfM8ASKmHDhwsG74/vvvKRwOi8k9FaeddlrKdvrxxx9F4pgffvihhWp0OhNaiJhyQORyO3IQ3H7KZyBiyoERMeXAgYPsyHnkmDdvHg0dOpT69u271m132WUXmjFjBrUogKaluYww9OQLqOqa4WHB/Dun4akhjpyWw+lkapY4KeMMc6nz31VtFylMnWf1UoLEeRgnD++1w6qGsOSY4pEvaoaY/2fvOuAtJ6r3SXLr62V7L+yyLG3pTao0ARERUVEsKNgQe2/Ye0XFAvaG/sWCgh0Qkd7bsmzv5fVy+03+vzO5uflmbnL37rKP3fcy3+773ZZMJpOZycmZ832nAHHmmGkH6XqYXS2IqhRGg0zCJI4ZQtSwVCzPhtBWKVubUjYGfRhFP8TYyA1V3zv5YTJjfgh1uqmz+j4eDx86jbr0MMwY+cVIb1TbGwO800CJU51oDkd7VTC61c/Q98B9z9Dl/3uAOhMJ+njLHHrm6V5aOTJIb7W76Y7+YfpPuY/utYdED5pHaTqVJtEtn/kWnJtBTWTRYmqm+2mQnh7NU7IyXmY+3UscC3BUSxt96U//odOndlXDetNzt1bLiE33o7HS7V1SvTFSD8OzMUpH9ZnWGyNhwPBq7Ote6Hn1c8ltcaeUr/kN4WD4eQiVTw0rx0uL5woJfQKpuR5K0IdjSj/B7Jn1NA2skLaryU5YGUu2XaY40O0MDM9X2w6Fb+tEoqYS0Hfj2I8xY6eaNQe3Cs5aqALbH5skrmb1gqnC+6UscRYnBrSiwXMHzmh83nnnUXNz/cUOdvCfeOKJwn469dRTadzAqGTx5WFSsRfCaHg1869E0ZK3w/uiEUYfqpM9SqLU1JFCCKP/qLZGGIUFyxrNl5SsXsYuZ/wLo/WpdUVgO9Q7VzwSJpoVdQpprzBqkruTT9M3IHGQiKCDzRIJn0ZnhVCj662HyjRIhWIZkpZabbssnK/V4tPgklOmQL3lfTZkn53uLNpPjaJvjS/FwMiADZfK9Ffft3RPDc22hzZ4CmxpddEZ7/VoS9WL+sOfJOkKJarcs5nsfIkMePaQWhhpfYotVY/6imNMpuLC+zqcM0fq3/J2aBLI1LTw78PmGtyqXCrLfTzMplTbMSRa31LaTmpLOHc166B0KDj1eoGeoVlI68hDcAIENUP6RIC2ncYWDfcWTnXshZsjDjroILrooouk76ZMmSLSQo47GDwwJ9YA2h20pWJaoI8HR5Ov4TQRsH0kS2+9+yHhlPr+8UcIIfPt5SIN22W6LTdIT9gjtMLO0Btjs+jVNIv6qUgraZRe8OEra8paSM1UJoeetmszzrxqygxasWOA/vb0OpooMBNpHTElnOZ6xU9DY1cRZj9xtPlJJ500IewnXrTYPVXFiYWUsggWTRhkJhQdxogiyH6KGiyOONcgU9tPGhp7LmKK9Q5YDyHIMcV/iKGhIWpq8ldHNMYXciJkQ/uEhcbUBKIm/Oj+J2m0VKYfnXAkdSTigoh3QXM3HZpopm8NbaYN5TxdGptBrUaMSmQLgfMclelvX/huTVm8KsKPIIUAUcUDm1toyZROun3VJnrBknk0EWCXCvXFvSMC1hOcOCMiutAaU88t2H7q7fWjHtAxpYLtp9mzZz9HNdPY0yiqauWRhOPeMzUC7aeowdbZzgUc29au+3EOrTE19mg4PGi//faj+++/X4hzNqKnwNuPOzj87KmNCp3O1IUxgVZ5CuUy/ebRlXTerGk0JS2vZM6Pp+iLXfPpYmsaTTZcLYAC2bSOMjSH0nT6u95QU97DNERJMukQy6cTIuZ2tNLmodpoqvEKQ1B9dTSAjojQ0Nh1sD3EdlEjGK/2k6BwaOd9KPUnajBVmlFEEWQ/RQ1ae85rCD03aGjsDA3fORYvXkyTJ0+mL37xi/TRj340dLv77ruPbrzxRvrYxz5G43LSSKTJKQVzypGL3Yy56JsSgTpSjIwqGFOBmtlK1jvAXyCdu8ppNoN1EQoKR3644HPN86VyoAGFHGA+fLZkV/nZyFVXdXKwPNSYQj5yFvZXt5N0uxTdrSZoY+TI55QVyWTMDmwj1JVSdWRk5xvml8Y0tkp7gxZVHCmfSjIA1BhCzrfadmG6UijBVS/Nawr0r4yYrC9QzvkO5PzACN28cgP1ZnJ0VrqThje7ouXb8vJ1aS4nqL/StvfSgHBKdVKCHvytnMhghEr0NI3QUdRB05L+cS1o76lmkv63YRsVhjJuffr9FMyxQV9vqqljhlR2SwJTBftth1dCTQEd2w1dBOwOUtcI02BzHDJYS8O7Huq4xv4A2l94jWs0RSQtBP/9cCFcky0ekulQ/RrHi6noJ4TNaWmYk2p0KEz/OE7GF703C+B8VJ36kKHLzPvRto6SRh4XA5Jx32lqJHDsqLpywXOfevWlVM1habHVVNF4Hp5GhjmxMkxxv8S+uafK1AgG60Vdeuml9Pvf/55e/OIXhzbTz372M9qwYYPQmRpvMFlnyooHLu6p8zKaT3IZ8ucyih7V2Q6B8yxqzqH2idgO06lLx6Q69+yQY9bTj4R7u6SZo2oOovZTHZ2csKVTq077yNZOsHaUWgbKwtSVbkR9RSyw5gT9OVSKupXkM5SOESKtoerdhNlP6n1DKgO0Da32bv+9kpG6UEenqBGo9tPuILPd15Vq37a++r5lsu/AbkvK9UabF8efaj9Jem0humJqf8KrYjR6b4B5wYBoOkd5CjUU+8BDvcuAY74UMt5qnrNQv85pXH8KtpI+xWEfPI6sV1WJvvfKLjeoMYURZzgmLHk7C2wmrISsX6fMJ1g/PGYdnTqj7lyDc4Bbv4QxcQI+xsJ28srVcLFLgkqf/OQn6eMf/zi95S1voWeeeUb6rb+/n7797W/TGWecQRdffDEtXbqUxh0cO9QpFSXkiuW6DpHIYAJFz/1v43aa39FC89I7p9iydtQwleg4coXJFxx3ePW3jZSlP9FWSpBJS6k1tIy2RIIGcxMolF+Ph0oz6HlhIsAeoz+NYHR2dtI73/lOesUrXiEy823d6jvnGZs2bRILfpyh74Mf/CC1tARHou7L4MQIOuJcU/l86HuFaj9FFtpuqDSDHhPjHWNlO2n7yccuxdq+/OUvFw4pdk5de+21wtji1MbZbJa2bNkiBt3pp59O3/3u+ORUG6ZJhhmLPDe+LRWnoWyBilGfRK04UVlJWzNOsX93O/1hxXoq2DYlQqJuPFhk0AvIz1LTt2EL5cmmu6mfltMITacknUzdwjkVhjUDQ4LON2EgtMZ4JSjaY8I0TX0D1dDYDVx99dW0bt064YDiv6lTp1Jra6vQlNq+3Y0ovfzyy+n973//uBX2FavJDWT+nchIxWM0ktcLnEzfElmuIw62n6IO0Rf2diX2EftpYjxRaGiMHXaZBM4G1TnnnEPf+9736K677qKenh6xunf++ecLxxVHS/HgG28wChmirCVSlYaFpibjfrSJHcd0xf75JtiZAWhJ2IEhxvXCX/MQS26UDUknKAw5oLZsG5F1wPpD0t0i7TAFTqjNgxkpFL0IH1Qa3VCuFELlC0/Zi0C6Xb3tUFDUVkJRkYaI5SEVUA1flj6GHNYpZKUrJYXT1gs3jwfT+sp1ws+RfhmW1r6mqtDvjLgc/mxB8oF4U4qOmT+Dinc+QqupQIe2udkG2xQ66VQIBd+RLwsn1BbK0Z8f/AdtpgGKk0HPN7ro/JbuKg10QadPvWqe6ofGr1g7SMfMmkpm5doUR7N+fQZ9EWBrVBYE7mie5p8TnHsJGiWm8Arw2iIFrYZJIPVJ//s8fEgqYeSG5UZ98QOXCVQEDEV3TyQRHDYdchzGKNABh4FWOQhjSuwH48qUaIsUSvELoxCrlIz2lN9Z46Zdk+a3CsOtX9kukVn0r6WRD9cR81JFu+9h7oLjMGwcPxClmDCgHZT6lM3gWHQ1K3EC2isJJ29mIetZWb6WBnw2KhG0sWGfvjgRIJgVe/hJIerrGDtDLBYTVL1XvvKV9JOf/IQeeughkX2PF/d4Qe+yyy6j5z//+TQewePEyWfFOPVGGXaHeI3eUDBlSJ2fcJwjBaWejpOULh7n/Jpd4DeYkvBejPdoFRJdB86HnVI4FnCBT/peKTuUJlhnXNWjNEplY3nwqYaGE5LyHtu7UeveVtgHEm0Jo9GRCohSCnXuq0jXcj8HX3O17aTP0CeNJn8RrW2OGynu4dB238a5rceVJhgLTAIKYcsUObLdQft3COynkR3V910tsizCcB6pqk5DUgjqb9X9lc4pUV/RXq2xG9zPZbssUeQNLE9hJuCRZFtKveYwTtF+Ria+YtxLda1DaQ17FsHmkWirNfMBnoRfoXLJlscB2EgIqX2UMqTnDbW9YbtQuqx6jaEdkb6nzsXSZ7SRVOcz2n2V8zBzE8d+GgvbyStXw8VuqRMeccQR9P3vf58mGgy+KcYS5BR8LaEoYnpbmraP5Gq0qqIGM91K5ezEmFD3n9RBLYkY3dffT4d2uI6peuAIqQdpUDijDpo+jw5YZdF8Iy0y9u1M3LVQtml1/zC9etlimigwWQg/b3F6GYoyrHhCr3xqaDwLnH322eJvosGMxcXc4ER8jmwVEedRj5gyyIonqSwW96KNrtnTKeqwYgmydV8gKxYjlirV0NAIh06bARBhxxEPQ2dsHNTGBMMeHZBW1cYzOALmRQfMpxufXEuvnDOb0pxlrg44494lNFO8n0ld1Gc2nmFv5fCIWHE6cIq88jieYRdyZEb8gYtRLhZ2TZhQIzIpj/d0eRrjCyJCZhxGy+9paKcUw9FOqQpW3/UgRR3lYr4hkfSJjnKppNthnGMsbCevXA0XE+Opew+AQw3NdIJTw5GTzwSGWVoQZpyKJQKzXllKBgekliAdSc30gTSfHGS6Q6g+M8yW15fz3fDbR2Rqyihk+UoAfasr7dN4bEiNMa8zTZuH8iLyhTEC+/cpK4G9cKwsbIf0xrSS5QQphBgujpQlcVygNyGFSaUTqtS+oMxkmIVLfMZwVjguUzmrx2xqJyfrZxOT+kNYaK3Y0QrMmuE4Rp3w88BTqMlmJGVLK4aLixspPxQ81e1GSF11xjF0w6Mr6a+jffTqJfNpcq8clj4CFcLjHvey8+iur34/MOS8GULOE81uf1qxdVTUc8mkjsBQdOzIhrKK1pTyP1twDl5fZJh12gSS+hGwW+tSNPB9TZaiSpY4i6MBeKnLq7uSpY2zUQUdF+mtSN1T6XuYOVMNm8ew8iIUjmH35ZqMePLH6vko54cUQKS61fTHSvm8Ch46DuoAw95xjAmEZbEEF5hK3QgLtVfHi5R9E+sNoehmxs94xDAw7LzijDRGGnfMamhEDUY5T6bRIsZLVVcIM0YpafgsvM/WoYlB4mGJgYLTgZplqlH7Hm9JYbR6NZMfZpySTgned6QTNJAtBNYPbwGlButdn64HczaUV64T1YxTp2o6qRnEPCDrX85orBim1etqkJVIyc4pvFeE3DekjKhKxlbbMUPn/7BkPSo1De1Ao+DbskbSp+u1zpkq7bPgcF9eoOfuTdX3jw/JkhlhOPyl59LfvxisuwuKIHRQm59luXlKs1zvNv+zAc8eRtGvQ5Mj1yeeTgX26RqKFkohSFnr8L28k0SRlTqUamfHqvaTDZQvvK6qPSDJiEjZFuVrXGiAvlePHmXDs5qpnF8YpAzAODkpv9lYntFYxFQNfU/6MdjhX2NLIS0Wvsam221qMFIx4VoaJWUcIM2vYnMZxYnBPNF4bqCXtxDlEjl1Hvajgo2DTOPTkWN2BnRoJgBmd7bRefNn0o+fWk35XRB1v+ebP9yl4zzVP0SLu9spCY7B8Y4yRwPoaEoRMaUxcVIe7+k/jeiCHVJRp/ExhiZSNtrdho6Y8vDPr15HUYewnzRExJTG+MZY2U7afvKhHVMIFu7cCcUpCpjWmqS4uqwSQXDE1ETD65cuoB3ZPN28dnPD+xz37it26Rh9+QJNb5VX/MY7zFhM01QqK58aGhoaKgzDqg05jSCak3qO5DARM+FH7EQZZ73/TRR1aLuh0g6quL+GhkYNtGMKIdT29arvQLZYEx4fRdi5iUffmdfWQqfMnEI/Xb6m4b5+5xe+s0vH4FIn2uOJzRFmOmKK7JAsMhrjC/YY/WlE3YDa23XY+8iBxEJ04ZCto2sFbvnMtyjqQBpflGHriNJxj7GynbT95EO7byswSjkySllyWHPF49KqwtfwGf02uEhYo1GD2irgBjRUvSjQZxqG98idRx0aRj/oPW0e9DMJbuqTtYMysF9ryj+HuZOapSgpD+m4KdKvepxuTF+/ZUDOWLh9yP9cAD2dJtAham+SVxDLiVggv31EOb+4VdppGlt3O/+3pniwZg6+r9UagOOi9kUiJUSvA1FHL8Eo+9fFwdSphq8N4H4O5v1jm6jaWGmsd9bndqsUVNQhSHa2VN+nulvpDUcfSK/6/a30+Nw8HdPlC5RP3u73GzyjQ971Jrr/y9cG1sFEEbU6cMCpg1kvzTxoePFvWb8fJlP+PomK1pN7csoxgbRvQB+MKdsZkHoaUU/HoMSRUhXNNCfV4osWKIaWA/VD7YMsaEKNFhSNKeh3edCVU/WdUiDwEa5FJn8O207V50KtYvwpbLgZ9fSh6jmtpHTFsXB9LlgrycK1xHTQYrsQTQlJ20HRsolBrzZQB0Gh7GL/9KhJdm7s0oTvDYjsaXvYiaB9EhGGXSKH73uSXhxOLmpa88aKlWyrkH3UuU6SvIEDqeoEONfjnI0yBqqWEdpzqJWJd5ZEzAjVlZK0DZUK4bHwOHHlHosznAONgjpAeJx687n6PR4XtRvRJlHvNaouVLVszsRWKuya/aQ6MKA/mdCH1NPB+snaWOH2E5X8ed4AXdDmaXLSlq79p1TfH9Tj3wdGlvdK263NBNPVXvDhK0OdU/uD3d3Vna6+b5rk62syrFSw7WIU/foYWfk+Fk+CLYT2kwoH7F+w0yxsezWpAWhJYb9VFzvLlWtmcfuCTSpdc8Uuw2EhjSNloIfpStXTnMTtzN1YPq0XENpIaWw/OQ3ocNbTm8LtVMi6YLAPlKeOVulQ0N41WnLSTniRlGcPScuz8n4XpEOiaDt55Wq40BFTCDNGhg61HJNBNx7hTKDJFHH0zMl00JROun7t+oaipp76+e92qXx2Iu6KhtV4gGgnPTA0NDQ0AiFspxCRXo3oAQWuo4z//fA3FHVoJoqGhkaj0FYEolwgB7JcRPXGwFkBw7KcRAoTjY9WgWEY9N7jD6XHh4bo1h09O91+zukn7lL5U9Ip2joiZ9vTmBjQDxsTAzy/j8WfRnThcHSMpqpQSVO+NQAHnn2ybg8Nd47Uztpxj7GynbT95ENT+SpwzBg5iWaipg5yKilu7VQrNBVRAbh4GAbeaErTPMSeDuXkiJKeTCGQ0sZOIg+DeTnMeSNQ9lZv9/WQdvQO0ab/3kipzqk05bDTqOeJu+mpn11NXQccR9OOOJW6lx5HViJJeeTDADrTcRotlqoh7b2jhUDqnqgThC9L6YobDAnF39JxuU0wVL4pbgXS9RjtIDbaCjRB3A7pUPXCzzF0nKlf0uXEUPIylFfnZoNpVeMJJWQZwsodTNkL75VTJSPvp101c8MN6WGZcf+ckh0ure/UjhY66d4n6Np1a+kFB8+hhGVRCSib8S2Q3nXVapqa9NvfhPrZ0KftSl+fkkzSluGM9FsZMhWVB/0QeKNnS+iEZEAmFzvZHBr67UAYPqIm3B/6BjvngqDSPbyxHbMMMmJ+OLxhymOxbPhlF+HBBMPc1RuPHaLjhn2d0Qq0WAxnl49DoWVjHdRxkIbMiUgbVSkQ3ngxeXxgSmJoe5XmJxlhMK6cuE9fcD/77ZqDOSkHNEh1riqEtJ2jnB8wl8MdzQm5PvhwbZA7txiJiRUBqKGxR2GYZCTS5BixKv3VgXlanZ8apZmgHYFTQD2bC/fB8tTt8jC/ZEAXKswuUu99Ms0PqGBJi3LA35NsRbjB1FCTsB2kuUquD1L78H6F069KQcTJD5mBKtUJJRPwPW5Xd70OK2HFQukpUhn1HtbhN6y3Ku2AYhF4b6+xnwq+zWzmfZvJAVvDTMuJW1pmTq6+n3qIv/8xSn/qWutT6dagzfzkMxSvVGlyUn7kmgE3qKZJPpUv2SZT7yyw4ews1Hu436+3ahdB2wmabQB13t0xOD5BkqFQysbmx25cQxPz9jcM8YxVLS9gG7/eQA2ss51UHygRu7RKO3VCem+jkrp43upzDcokhFJnTUtuIxwveL1U+5QTS1QLiYXLIlDwHIBzolPv3HHMU4NQo2SVOcB91UnFNBqHjphCFHNVp9R4BE/oG+/7J937+Utpzc3XUWGoT3zfPHMxzTzpZZTZto4eu/6jdNenLqGRLWtCy1nTl6nRP4giQvURJgjefdgBtDWTo1+uWFd3u3ibr1HVCGY0p2mkUKTto+N3LKnQyQBc2Drt88TRSRiDP43ogrXZPKdUlDGUC9Yaihp0X3CRbpcXuKOIso4idNtBi8CPe4yV7aTtJx/aMYWIp8gYpyluc4O9dMeX30r3fu8j1DJzPzrq/T+hWSdfJH5LtHTQ3DNfQ4e/6zo69sM/p1i6hXqfvDu0rAOmtFKiQVHriYyJnu54QXsLvWzRHPr2oyto9SBESCmItcgriDvDMZO7KW6adPMzG2iiQBWgjSosJdpJQ0NDg8G2E4pIRxVdTcFC1dGCQaYamRNRJFt3zX6aiIjpiBkBK6bHhIbGzqCpfBXYzZPITraSHUsT8R/TRZTmwWwtGO2NIZPFOlQ+pO9tG82HZthDKt8I0PeQuqfS93oGy1RyLFryms9SevZhxKUN9rrbxyCeOdE6nQ5+8zVkJVK0FTLsIW1uXc8odbX4D6B9I35dR4DuVZNBDrPUwPu62R3qAKlPGLqtUp2ageqUigWHotcwt5COhAYUhDXzKo+TaguuHGR0ISWyKiyjhkofTIGzA7OEoevcgAyNahY7IzPg13XYfy+KAGqfA/02lkpKGfo+cNqRdPeOPvrAPY/Sj44/MtAhWd64gVpafGPbBpoCvveogE1k0EmzptAfn1pDr1o0R3yX7fXD3M345up7P3jdK8QfB7Fp7r41Yc4JZS+g2Em0vt0Q4g1LeFIoleWMPiptLaQ8pECobdsC9EgMnE4BvU7NKInTi5xVSu5bSIkLy2BZjx5RkwWzcp3LuYy8miGNozrtDdvZTJkGlEy/bxWAUpMNofWpmUbNOtQUnI8doNI6cT/rkROTabCGCdkuvf44wVZ8uVkapS/sSpka0YSTaCLbsNx7aeV+WoaZojZzXjDdTo1Mxf3C6HtoY9XSpymUoodZUZHKh9Hi6oKEhcnEJMqQ/2HjQFaa6wt16HtS2UgF2o11EEe6C6k0I3iPtD5lmo/tYpZWcVyJWuS/FacakgnXQVkEzOJVZ57FKqjZiqUy8PuS/L1RGA3MaIf0OBXxZt++aJ45qfp+inLPTbb55zpr3VD1fXHzRjqqMx3Y3s1tkA27MxUov8AogRSCPQJ2X//2UKeHgfR5bG/FDnVisNi0Gx2vkT2KpRKBad7wfQN3Ue/tZAbviNvVM0nwuOq80wgFtTajZfB77NPlYl4emWhHNmivOpDdEK+rKB/mlzAadD0tI4miqQxFC59XMElYWXEjBI3nCWQcjIXt5JWr4UKHAQB4sJnjyLPPxt3KW35CI9vWkZVI05JXf5Y6Fh210/3YKcVY/98/0jN/vr7m95MXTqrRookivHaayEjHY/S1s46jlX1D9L3lqwK3mXTicbtc7vn7zabHewboiR7ZYTZekVCcRVGFlaxxJWpoaGiICJkw7b4oYZqiDxRVWOPIlh5LzDjlBIo64jEdA8Gw4jqaUkNjZ9DeB4BTLkuCzfsy7HKJHvv55+iZm75P/Ssf2a0ycn3baM0/f0kFWIFh/G9tb10B0KigXJCF3icqlk7upNcftj/dsHo9DRdq9TE2/Ob3u1zmKbOn0QFd7fSmf9xND21ztc7GMzhiSoOonJ84umGRhsMLG3v2T4skRBu2XdJp4VnsejgadsPOUC7reybjmV/8H0UdHDGlwRFTE1u3NhIYA9tJ208ytGNKag2TjN2knT2XKOazdPMX3kmb7/krHfKaj9LsE87frXLmnXaxeF37rxuk74+a3SlR+6KKKERMeXj1oYtElrcb126s+W3eay/Z5fKYyvC9M4+luW3N9Jpb/ks/f2D5uH5o0RFT0RsTExk2OWPypxFdGEwD0hFTNKlZ6/AxdMSUiwPe+GqKOnTElAutMTX+MVa2k7affOj4ygqyiVZKxFuoVHbItl2nTFnlYmNa1BAdAzXgCvUOcvAj6kgx+kBjavuQr3GyfchffdvUlyXHtun+a95OQ+uW0+JLP0Xp/Y6kvt5RGoV9iqBlxYinrNBsazNPegmt+fcNtO70iyjdOUV8f9eaPhotlKt1zyp1RXSD9lAatJ7aQQC0o0nmvhcajMZiAe0gXan2lFxeOhae5t6D6hORPiZ8vRmUsuEgGUxLj5zthOU/oCcSyjAq5oI5+0p/MlFXCnSqDMxspOxjFPPBOlIZX3tK1Uwogz4B9x8PsZR/jaanEnTegln06zUb6HWHL6IU6B1s/uXPJf2DwqjfVzHCsJT1V8UyvRliJaFvH30YffXxFfThv95FD6/eRFcfd4ikeWVBHcTn9m6/rrC6ZMTgHEpWqMYUIf9e0bcogR8enWTYZYwQvQI+T4vCV/0M4Pqj/gX2TVPRA0iGiC6o+k6qnkaQ5kq2qKTPBj2AupopIQ+SquZCrDJGyrx9qr36vQFpqOsBtb+cpJzlsQCDDqcG1JEZBq09xghor2Ga5rDzUcvrSHdW38cVfRILxqU3xjCduIaGhoyilaKSkRDzhpeSvd5CBN7V6q1X4G/4Huc+VdcTdZx4scVDBvQQVf1OtM1sKE/V/cAFOzxOzvD33zGal+Y0tAERqlwCzmNox6g6OY1okajLijgv4mFVzUGsQ9gxHTWTPWgZoYRWSYkyxjJMw98nhto1pESU4D0TbCFVJ8lAnU+Yz1W9T9TyRDurXgZB1HtKgJB5C+hNMSzYLt7s2x5Df/g1zV3Y4VZN6YPxZt+WjaXCH8eKkOG4OOwnqrHaM+H6XNhe0CaSJpiynQN6jxRyXev1QZXKa0A2OlO5ZmF2UbgmrXxQq8Zaq3wPdajnJ8euoR7y2RJnsH0saEf+HjWiVPs+FNhG9a4LvMef8HlVffyS2qiOBh7ulgKb21T7HY4/b1w2ep4aGjpiSgXPGvv+quTCc19PR779GurY78hnXd7s015BdjFP25+8t/rdzPYUxUIehqOEqK34ve6ghbQtk6O/rd0ifT/39a/b7TLZufj+Q5bQR445iH67Yj09sqOfxiNc4Uc9JrSGzMTAWISij+OASI09AH35XTSpC1URhc7E5mLOZa+lqMPS2ToFtP00/jFWtpO2n3xovhbA4BS3+2goem6on1b+5XqxstO13zJqn7tkj5QbT7fSsR/7Dc0+5uzqdxwtVS9zQ1RgR8zLv19HKx07fRL9+um10veb/u930mdeAd5RLFBxF9rn5Uvm0bTmFP1xVS1VcDzAXUXXY0JDQ0Mj9KFrH7WfnkuUxolO6VjDnmCZTHcXm393I0UdUbOlNTQ0dh96aaeCAXbG5EsiJsILw1RpIRhEJDuwkOIl71OGuOdUndylwzk//HHLgB+2u6k/S/mhXnromndQYXiA2pc+n5KdU8VvmeFCIH1PdSo5EFdqBoTJJjumuDSnSownp2Jnul1QauOEEn6O9L3pHX7GrtnwfnqLrLmwZcSno/UDhVHVtUrH/c/tEObcHFe2A0oUhgHjqaoUPwwFx5SrmHo6TgblISQf25UZwdXjKBlHYhiqWy8FbDkk5DwkfL0GmB5YSRWMQPoeC/zXC1m/5MAFdNU/76U15Twt6WwT308+50zacfNN4v29PX30xQ1Pi7YYKpXo1bNm0ctmzqw5TmFEDsm34iadM2s6/Xb1Bro6k6dkWJY7oD4akMHExvBzpU2RJmZDiHG9NOLhKYDlflKloxgGlYF+YEmBzfJnHOcm+P4Tlnz8sBS+aih72LyTxH0MuWxMXlCE9lGnIJyvcL5T6THVbfiYcZ/6il1dShOs9l2gVebrXBdsfl4oCKpbPbqOWu/BnH/CLUm/HXIlf7xMSsuUjBSkzzaTre6btE+fmAgYi5THOt1xdJEr2ZQpsvh5Y5QanIZsnN+UqFQLUsIDW65uv8O5L1MsB9L11M8s4RCEsHuG+ptMlXFC96tHNUZaXQres15jaL3h5HG+VCMzsAg8jmoXhVkreA9SzwDPFJvRUOon9w3YDu75SHuq/BhYH6Sm1QDKcJTtkHLvWP49wGx2bR2GPSwnA4qlfJkEu7kxjUWUKGg99jQauO2v4n0pJ1PCDbwWsI+lRN1ZiXggZdAAzUd8r1L2JPqe2qZW8HZ4LevN7fWigLB3op2Ne9TKJ2BVw/t0I5ql6j7Y3fGcFPOJaxtwDvVtRalu8B7bketsox0ZNuBUux/artHrEoYaLSOUokEqrlIFnIvLMGmnwB5kxKA/mRW7zylOHPbJWNhOXrkaLnTElEI72hdFjp/82WeomBmmpW/4atUptaeQ69tKj1/3QVr1919Uv5vWltxnI8eeU0SwDU6bO51mtKTpA3c9TBtGXH2dkeVPVn+fkU7Rjw9fRjccfSR9d9khdN369bQ2AzoHdXDk5C4aLpZoZd8gjTtErysEIsixraGhoRG3rDr6MNFBGvQwIw3dFQSyq57e21di70P3hUA9LQ0NjVroUQIolG3KwQrbvoDBtU9Q3/L7aPFFb6f05Nl7tOxSLkOPXPsuGt22jmYcdWb1+6e2DkuCyVFFFEPRY6ZJ17/gBLHi+4G7HhErPIlJrig+Y1ZzEz0zOkrPjIxQX6EoVoBTKPBeB3ds3UGTU0naf5IrBDqegIK4UYamqUwMaI0EjT2NQqlckzQhihiAKPAoQ98zXcS75IjcKEL3BRflOiL7GuMDWmNq7KGpfBWM5G1KNxsitNnL+ITh1CrVDBcGw7JmMSzwkJcgOx5mmVOBWfD6Vj5OTVPnUsf+x9PocDE0lDWWgDBZddUy10ujG56ippn7U7plYfXrlnScFpz2Upp6yPNo2swZ1e+fv2QK3b22T4Tni7KhPJXKh9n3uiETSWc6HkrRa0/GGgpzxzZCWh9S91RqH67Y4laWo9KM/Lc2+GcxBD9hWWTDtZCzXPjvVWPcgMwmUlhyCbL1qRnNMMQcKRByrSXampVMh4ZxIw0OQ+XNOISvJ+Q2iVfC1Bc3p+i3Fz2fHtrWS+muZpGRz55eoTQR0X0b1tFNqzcJ+sJ3TjmKFk9yM5yVgI5ag3SM/rphK12w32xq6vCzssVb5QxtGFLvAKXKSfrZcBwldNiBrIpI38vVyTASNmRVCoaXRCcZN4Wz1htzakalGPQvpBkkgcKm0iakcG/M/qiGlRvBYwSjGuMQZs0owBgJouRW9wuh8qnwKHLpRIyyhWLgeIsrNAwMU8dkRCrdLswHjs2l+j7xOiFdB7P1qWjJxwLbxHFkGmxHyu+TLV1ufyzHhkLL1dCIOnIlh9pMi8pl3zlVSW4cmGkUb2zSvKNuBlMFMvgLIVIKtdReeF9nsU2ea3BOU7Kd4m9I2Yb6TGtL0bZh+V4fdK5qhlQsW7JjlDapacug46hsrZCMf2pZMlUJvkdqkXo7QdsF6eWWRWUlM9/OsoepGeOk2iEtr9FFwxraP9DWgPZvpHwbwmz2bR2GVfCvZRKvOVDqVCpessMvIzGti6yRWrmDetIKhpJ4J9Xt20VWm7+wZzRBXVUqXxwkNOBckcLofvbrjaYC3qfNBulyKr3OKy8Rt6gIfQHHck2GxZDnJ7Xb2yCT0qg7HIvAOlhKqkmRfdgrO0wCog5NEOEoNLdiqRSYBVwee3KLS88bCjXw2Qap4bQol6dkQYQ2krJ0KrIWaPMm0u57W8karaFRD9oxBcgWy/sce2vm815C0499IRnCIbHrK3G9D95EO+66gdJTF9DoLddQ2wd/Tsn27urv80+7uGafvy/fXuOAiiJydR5yJzo6Ugk6de508b7U3yv99o7DltBVy/anD975MN26aRstqzimwrByaIS+/9Aa6s8X6PyFs2g8Il8shzqzogR0SmmMX7DORI3WxB4oUyO6yBZKeo4koo0DWcnhH+UIOg2i8pCsWRVFFIolnZGOn+DAKaUxPjEWtpNXroYL7ZhStAEwYmpfgF0qkl0skCmpDDeGwuA26n3gJlp6xXco3tpNK37+ASqODkiOqSCctWQK3QURU1FFOhGnQlYW8Y4i0gsWU37DGvrPhm100uyp1RXiI6d009/XbZG2zZbK9KvV68VKLGu23bujj27fuoOmN6fpE8cfQvtXIlDGG1LxmIgGiHq2Sh4T2jk1/jEW6YkjPjQiD46mxIipqGJWRzo0YipKSMZjlC/uO7b03kJi5jwqbR+f2Yj3ZF/QjkqieEyOmNIYfxgL28krV8OFdkxVMJgrkTOSF+HVnmHlQMY5RhlCTtMQUYRUtYSaUQsoNgUw2CY1yeG0kyFzXQtkoHvwK6+jSQefRAvOe2ONILkFYcUxoAkm0u7+fVs20dyzLqP2mTOo76m7KLt1Fa296VrqXHAgLT7vDTSry6eCTYMsemsGsjRnkk+dks9HrkMb1HUS0Pq6Uv75NSntiKuJSNdTaVRdQAdsge3UrHxJw1+ZM4ohjiQlXNiJp3aa5WIkXwwPww8Ju3e3gw/lQmAWvpo6wfvQ8HVlO4nyp4RxmxDinezwjWQTsr0YSrw/Uv5ikH2mvPlpap45iVas2kA33PEgvfSQ/YRmwI+eXkuXH72U2ue7GlR2oUSl0Sz9+t93UsG2RWbH2e3N9MWzjqWLjlpaTSzQPHNytWxLcZIaKaDsYfg50PdsoPUxSpDlhHXiqt/XeUDCtVwcV2of9IrLl4pSNKWppHGJYVvidYXrh2Hp6nYGUAzUDDFhfQvpqXGFqppE7hvQOjF0XBwr5Dgq+8/zUfODBv5Wlihx4XVFWoCaLRH932HbZZALqGyHzsJ6zvS4aQdnLVR2wePmK/O3mklQQ0MDxoztiMzCPC96IyU8T6zMewEVgpqIKxPoI2WwpfD+qwZ384KIj8aidtCGQ4qdWh/8rUmSF/Dtk6FsUbJrpIS7YRRGhWKH72vaJIR+jSvuKkUP5SaktlNoOLJNEvK9QrcLu80WShwlE/yblLERvq/ZHO+RaAvVy1aM+9R72sMscUjlaw2PAEc7y0yPyocFyp+EzGZqm+9Gn9cD0vpQikG156zOKYH2E9pLNbRFoO+h7csoo5RFSBZFdRTJTNpwG8BDpmaxH8d/uF0UvEdtJmTM+FfPLy7RU0PKEp8lXh1QVakxyFQ3H+yUCqtfWMZAtQyk26ktFSYJIdP/lLLrlCcBypbmHaU8tKFLlflbtTs1NOpBO6YU44RT846CrtDeRnrKHBrZvHK39u1aegLZ5RJld2yklTd+gxa+6G00ac48euSnn6VkWzfNvvBVgfsdNbuDnto+XPMAGTU0J+M0pCOmqOWok2no9r/Q2086jH7/2Er6w+OrKF8q0xuOOZAuPWx/qc0mN6fpvjdfVNOW+2K2y11BczImzjnq0QCpRIyKSsprjfEHdubt6ei/qEcTRh1sP/HiXdTnSF5k7BnNU9ShI6ZcxBcdQcUn/ktRtxuiLI2BEVM6inB8YyxsJ69cDRfaMQVgoUxjH8tr2rX4KFr5p29RtmcjUWzXs3uYVowSk2fRke/7KZnxBLW3JmneKS+hnqcfIKJgx9Ty7SN1BZOjgowSMRVVsFPKw4sP3o8uOHBB9bMTkeyNtSt+0URhH8taqqGhsW/AjVDVdsOAXswS0A/gLqLulGLktf0kUAoRu9fQ0PChFa6xMQwjNLPC3sL0Y8+lRGsXrfzDt+pmYAhCuZCt7sNOKU+zavMD/6auhYeE7jezPVVDT4vqKo8GUdvJ50a+GVJxq4ZKG0VIlEWNcQv2J4/Fn0Z04U6Peo5s1nbDhIiS3lOIH/g8ijoSSgbDqMJSaYsa4w5jZTtp+8mHni0qyJTK1FyyKW84NJx3oyOGFS8/6gag/lE67htjKUUQAD+XQZNgRiukclU4wENAlekbKdBhl36AVv/rBorHSxRL+lz4UhF0EZL+pUym4zS07il6/CefpP1f+k6auux46l35CA1ueIae/N9N1DVrAZ1w4ato0TSftz6rzeeddzXFRVY+zw9WL80yai6gblY7aE9h+zBaQVSiFYw4X52ich5QdmvSDNSUYph54PqXcoFpaJGD7v4IOhJw00QtBua6p0B7An9Kgt6FUVbC9ku+rpRR8n8zUG8qSHOqWu86Dkg7ZJ+kojEF2gMxkdGx8v1IeIYYVXOqWs3VD1Lz9O7AtMioS4WpkPF7cdwmv99aoOFgdvh6U2K/ppbqezuGugj+eCko01YJBg92VbXbqvpR1eMgJ16hoXj75Pl7R+2hUG/oTwmzwUQFmGYbvq7nE8Y+iHpq2M/EZ9RpgOPEY/K844QkVbAUHZFqEyltiO2lUnjQkSe3sXws1AXLwbUcgHmwPytHL6JGFM4Tah1wfmoBrbuWpP8+FZMbPB2vnWvUOUdDQ4NqxjePP28M4vyLWpsMB/Ux6+gp4WeWWajuL6mhKFqg8FMOPqhB4BaI+ZlmsAYTzh+qrhTag2jnGeRIGqSNpptH2wPf10vwV0ZpQydcdwvLk3SlFHvCQJskROvHUTQ+TbjX44KmYzuSFg3e16QpF+ogHZ8Bnw27vMsaUzXbhWh0Eugz1ehegh2CGlN2RtF0ygdrTNm9G8iaPLNmf/EZbDMJiv1kJNOBelOUbg20kdwTSQTe51FTqkZjFeuN2lFq/UIMoRptpMpn22FtSrCZoek9HaJqtVVbPQwN6EqptlSofqvST8KeHdDOw+OrwHOQ9Z2UeRA+43bq3BCmA6XaO1iGZJvh/qrOKI7ROs8eMZyT6ugCBmnY1WjZaWjUgXZMAdgBsy8On2mHnEBTDz6eevvdCCh10lIxvPEZeuR7H6D9L34XdR9wtPgu1T6Jhjatoudd9n6afsDhdfff1+iMewumuLnoB9Lk0qMp/2i0w9H54YmNAE0D15gI0BpTGmNhP+1qVPdEhLaeKu3AdqruD2TNXEzl9U9S1COFOGOnhsZ4h9aYGntoxxQgLVbUDSooq/P7yk1+ZOMKWvn7r9HS13yaEm3yqg46rFpnLaJjPvQTSrR0VH9vnjyT5p98IU3vkFdsgsBRQiMFrRYRHh8TLRTXP723q6CxjwAjCzQ0NDSQ7swadKWIOyO0DIIGwu7ZpBtEQ2BnQQUaGmONd7/73ZTP1ybnOProo+nVr351zfe9vb10ww030KpVq2jy5Ml04YUX0uLFi8e0jtoxVcFIoUybh/OUK5aroY5qmCSGbiOQqoa0EkbC8GOwWqC1U7FYaKh1T6a5+n5jX6b6fmjmDCqN9tOj33ozTVp6DHUsPoLiLe207YF/UXGoh459+zfEdu1MqWufVt2vAyh2s7p8StWMVt9JNaUlKRlWU5uVsOAQOhSmbW9PBdMbW9TQb5ick5YdSvEJncPV8GygyJmFbPA+amEQahuD8iwIeTYck7DqBlL0MsP+ezUcvuQ7No38kP9DQZkMMIxb6Q9B9az5jHREJcUxhohL4eIQDh/L+H1LFTK3gK6Xnr+YypuCaYJqaHpQ+HtN+mP4zWxqk+uQACpf0g9Tz5spaawisN9g/8S+6W4XTPnD75EihuVli7YIC/fnBmkzaWE4CTwFDGtu1CYx6z3ohNEUVIqnlDI7mNZXU4Z0UGV+qlAdmKaCodt4VJUqg45dvBSY1lzdLwPi6oM5v/QRhVadg+uEbazO0Z1AuZ7U5PfBNqDyIbWYkQbanpnpd1+z/nifKKt+YdTWZ1OmRjTBc+hgtiiNZROocpYtT34mzAExE+47yvwkUfkk+ghS7J1QajBS72yV9gL0QqSccXZBD3GFp5IG3SSZeicfR5IECImhUocL7iLRYZTFAPyI97jdGX4qdc4oBy/KIu0N7SC34n57x4AC7t4rnOB7UiEX/D3S9cSxcjuVPhDYHe0euMdh09lKH5SoTmHUO0GXA8of2JHm9PnkDGx136d8214gEWxnk0Kll2j/8JtjgdwB0BFVal/J8PdRs22HUfZwuNTLtBm2j/jN8am3YfeHeuNgd5y8u+P6kWwkBspSAI/GUeyixpkXXgGuHbkzGmW9wYw/qVvhdQqTtVDv+2ZIX8c5SKUHh819Yjs4E6Pojl+jOHGylI6F7eSV+1zge9/7Hh122GH0spe9TPp++vTpNds+9NBDdOaZZ9KSJUvoRS96ET366KP08Y9/nH7wgx8EOrH2FLRjCtCVTlApYdPWkX1zEDEd75i3f5PW3/F76l3+AG26+2b3+86pNO/kFwuNH1XbZ3fQ1ZSggUwhlLcdFbARosOPiZwJdFPZXTQlLCqUwo2rqMCy2DDXIfnjHTy37+m+HPX7RdTRmorTaKEU+Yy+6USMRnRGX2GLOpq+RRTi7IsS2NnLi3tRB9tPpRCdWI3o2k5euc8VDjzwQLryyivrbsPPvpdccgnNnz+fbrvttortTyJq6oorrqCTTz6Z5s6dOyb1044pQG+mQNl9PB1689Q5dMBFbxfvh/t7qJQdoabJM6kp2aDgcgPYMpSrifyKIspihU6H3qKYe1TB0TvqClIUUSppo0pDQ6MWnLRFOyeJhnPFhqNjJzJs7ZRyoduBMoWSHhPaftIYR7j11ltp+fLl9OMf/7jqlGK8/e1vp69+9at0/fXX0yc/+ckxObZ2TFWwZThHC5pbhBtiXX82MENXd3MiMFsLZqBrjsurAgnkgoGnXEkEJYWvdgElbsGUltBw2nzHLCmio1ofoKyIerf4nyfDOXQDxa8V9p/SmqShbLEaJoqHzSg0KhtCtfGUMDReDfUMzdylSM+bkK1DOvdGfWZI8VNCdR1YxXIq4aZuxf1raTZ3UDkzFEjZw9BUKdyckfOzBNrwnoDiJ4Ch3xgijjQ8hRInhX5j1hUl9NvAkPEs1KFOKDrS9+Ktfr+zpsyR2jJWyTAjjtPS3lB95HB9cG4oYfN20q+3nfJpfsM5v98N5eVriXQG7CdFCMcWn8vBlD3M3BSWgXJ2e1pEAyCFDCH7rOCcYuHZS7DvIxTWizxJ18tGFBb6r4SSS4AxJmWDVFZ5zUpbWsm0lKkSs2OpTYerSmHh6+5n/4sMrKoiZXM4r8w7sE8c5i6Vyof0ve6035LtmOWTlHOFMetl0qzJqDnOMRbpiXW64+iCx2p3zBIZjZFKF0SBY1ggcRCDKO+4kr3PUrLk+vtjpqzw7FF4XOV2IM07SNmLY32USRsXJ6TMeaYcOZapZHYWxw3JvNUo6mXlw7tnUZpv5Z0k07FRp5l0z0bauLJ4G3Q/Nwwy40myG6HsSVn5CqGyCFSPkq7WydtF7RxIxcIygHqnXiLDTgTbY4othbIGUha9jinVi2gnZCqfg1lykVpYz34KyRiHtD5xLKD2FUr+Wak2TFifrJscGlqpkXm/oylBw7kG76FoLEDHVfWZwtYJ90jgSSPMkwYzQ2ImP4slLaDBbDgn7E31kkjUC51wQuY3fF9TtESdpNDMnmj3JXHuU57bpDHsje0JFCU2FraTV+5zhccee4ze//73k23btGjRIqEbNWnSJGmbO++8s6o9hZgzZ46g/Xm/jwW0YwqwfbRAo6BrElVsH85LOgtRhT06UDclbFRQ7ttMUceGwWyoxlyUUM5nieK+Tp2GhoYGYyDLEVOaz8kRU7gwF0k4juyUijIygxR1sDSIJmHwel+hVj9MQwMwNAS6xOwETCbFnwqOXGpEauaII46g173uddXPiUSCpk2bRu3t7dTf30+f//znhSD6z372M7rggguq223YsCFUe4q/W79+/ZhdNz1CAF3pODXFLNo8FO0bqhoxFVWoEVNRhTVjEZXXPEJRxs4ipqICjpjSUhHjH2OR8lg7JaKN1lRMa0wFRExFEkERU1FF22Si/mhn5tuliKkJDI6YKunQ4nGNsbCdvHIZs2fPlr5nsfGrr766Zvtvf/vbDTmmWOQcHVP33XcfLVy4sPqZ6XinnXYaveIVr6AVK1ZUj5/LuXN3kFOMv8tmQxKN7QFox5QSjh55g4KI+kZ5dSPiK34iYmqw8VRqExhRd0oxNg1lKaXQUaKIMj9oxHyagoaGhgaD9TnrZe+KCkbzJa1MqSOmfETcKcUYzBR2K3HiREOZqamGtiM1wrFhwwZqa/NlTIIcQ4xvfvObgoq3MyxevFj6jE4pRjqdpo9+9KN07rnn0u9//3u66qqrxPdNTS4zgh1QvA0ik8lQc7OSYXSiO6b4wvzhD38QwlvcOAcffDC9/OUvFyFoKvr6+oTncPv27XT++efTGWecsVvHXLNjlIqUFNoz24aDs5BxVi4PSOvpz/o8+JQiCIB2Whw46arHFQMxULNqRqucAjasPi1Jf58W0FxRf0MtqdZELFAHqiMdp2yhVI2YygMJvSbVKDhuwvjNqlYX+nokHrQ6xkBvwkFTr04q3VAtI2XlTkrmzLxvb3fQSTJaJ5Mz0htcHvConcyIVLY93O//lstQKKT0wvHA+pCSXtgAjSnUF6hNdwuedNBpcEDIXM3gKKWNhfrEFh9F9sbl/m9t3f5hmjr9soHipeodYBpqowDtpUysDmgwZEEXYaTgb9cH440xCKvTqBGlPiNhX8PU4VJaZKV/e5SM2R1pMSa8iCk1cgqpr0lpJISn323U+RumX+WALoZKOZXSfmO/VfqJAe0laQOoqbkrv5mpFqIyjCXUsVDEKlCOTtYBk4vO43WGazlc8N9ztFpY21kwH+Bcx2iGHPOoK5UqgY5UATTY1HToXntNMAHb8hikPB6LFMoau6cfccstt9CqVauEbsSxxx5LL3zhCwO35W2+//3vi5VXTv98yCGH7FaTD+XL1FKyhQalN9ZRh1OFBbZQDOaGeB3HFmq14BSrdjucZ5OSmGf4AyHaJLi/qu8kzTuwE26WjluUL5UbqmsYZF2qcG0dnEqx6NoVfdgJ21H1FuA0h/cK1IFSbQ20x1BjKpEmOx9i/2B5aJOUZNtbsrmwavUkFtAuUmxFp4EyjAa1hIykYpuDLYN6U9Q9h5zBbW5RoKFZYzPFg207UR7WISRLshOX64ORzXhvLihjrAS/Pdt4cLXbeUOkI52gUchUaTc4JlBXqp7WGqLhNXXU52pQ06um7yPQlg3RQ+MownKIVp78/KQUHXJI1ZbCz7hIUC9IC9sV5zRVX0/SlXKCx2/tXOHU6peOc4yF7eSVy2hra5McU2F4y1vesseO7WXX27p1a/W7BQsWVP0xXV1d0vYbN26ko446isYK+5wP+8Mf/jDNmzeP/vjHP9LSpUuFYcVhbEuWLBGOKtVrd9xxx9HmzZtp//33p8svv5x+9KMf7faxVXG9qCJXLEeexsdwslobgGFvfJqijt7RQqCob9SAjk0NDY19C7w4d9hhh9HDDz9Mhx9+uLBp2OF0wgknCD0JxOrVq4X9lEqlhJ3F4fz33nvvszi6tp/qJdCIXMRUiAMlavCcUlGGurAUVTghIv0aGnsTTzzxhOSgYpxyyini9b///W/Ntr29vcJeiEzEFAtqsQjXJZdcUv3usssuE06qK664gv7zn/9Uv//3v/9NkydPpmuvvbYassaOLeRT7mooOjtlog5eFbR3J33MBIORSJOTHaaow5y5mOxN0XZOtSQtoQ2gRgVFDjoef0KAH533NOtKP47vfbDziW2k448/vvrdS17yEiGAyloVHP7v4Ze//CVdfPHF9IlPfEJ8Nk2TfvCDH9Rk4WkU7LjXTD43ilzrrRlkWHH9IM52ZPvUyDunOKI8r5+ttDTIBMBY2E5euWONe+65h6ZOnSqCfzxwYM9HPvIRERV10UUXVb/nSGteuPr6179Ol156qYji4myRn/rUp6ijo2O3/Szj0jH1jW98oyZsjJ1PvOL3pz/9iUqlEsVibrVbWlpox44dVCwWKR6P05YtW6i1tXW3jtsznKfudjcCc/uQu9KTUDLTpYEGl4FJdhAy+bUAPY6Bz7ExiDFVw02xo6fj/nG7m2RKVBiQvqdmD0OaEab8RPqelCbUMgi1O7Gq9TKTSSnhYZRl6whG44N+DY0Kjlx3LRZDbYt+6LiT9Slj9vCAtIth+edhAF1OSgfMxlXG389BShxQA52sTAWyR/x9bOU3qQ5I30s3B4aBm/VSEpNfBzVUtpzxHWo2CLhjvWvqg04HOK4zsDWU7oih6OV0e/W96sCJwXZWCsaoEqpfNv2yR3NlSf/NQ09GjtpBKm2+wdVqpKBi+LI6Lq2KrlSx7IjoA6+J1KxLUgg0FJJGip+ttD2uItajV2CIuBkcfi7R+upRWpX2lsLUC9nQtN3eSh9TI2yglhhWKpCux8jBtUC6HlKDVSomzqtMqw6iLatzM4asI0VT1Bs+2iFURzOvjNGAcH2JGqmhsY+CI81V+4kjqDjF82233SZ9z/YTG6Ueno39xIt6CcugbNGpjlt0zqg0ZplyQqH3DRzOpgGp42Eb9RkB52KuUyPAfdAWMhXLA38zQu4nJp9ryG2oXmYyLAOh2kXYRM9a00vVKEEaDt4D6kTKGlYQbclw32IZOK8CVVyi+Sv3nbA08zUthfdCpGXVSBzA/c4Ipl4ZalQL1KFuxAvcm9G2E/ZXpU4qZQzpezbQ4tX1L+zGBmyH9VbpfyW45+K9WR1jKLUR1p1Uu8gIscjV7bwaOUrBuJ3a7fGzRDNTB1UorS5Y2sMtPGQA1qOGhh2n3tiBMetAPzMcSzJKTLClkXpZridDUUd6QpJGQbokzJJh125nkAQqpHmi2EB76WWrfQG5XI7OO+884Vjab7/9aGBgQAT4cJa+v/71r9Td7cu0MH7961/TOeecIyj+p59+upAJYPr/7373OxFlHRnHlGpUeeDGYLEtCxwKJ598Mh1wwAGi0RYtWiTC0FmbanexcSBLWRRGiSjUh8DIoh6fPEIwWrvJ6d1IUQY/ZEU+BbhwzuY5tczevhwazxL8QLunhaq18PW+aT8NDw8LDc5Zs2ZJ33Mk+vXXXy9WRVnLc926dXTHHXfs9rF3jBZqvUQRRFlT+QR4dV2DtaiayYEFzihCd4VKO7BDVttP4xpjYTt55Y41Tj75ZOFc4sx8Tz31lBBP/8AHPiCipDliWgUvaLEswO233y6o/yyQ/vznP78hDawJ5ZgKAoecP/744/SGN7xB0oHi9+yIuuuuu6inp0foS6kev13BwknNgsr35NZo07eaEjEayhYjb2O6VD4/2iiyCBMwjRA4UtBddYy2sS2iC6PdBBPmoXFP0430g+i+CQ6958w6nA4awcblAw88IKh/LH5+0kkn1WTf2RVMb0uJjL5qYoioIRGzKFuMuKaOwZFUMa1JKJwRWpcxHjOpCAlsogoznqiJ6tYYXxgL28kr97mAYRjCEdUoZZ8ZauyM4r/nCvu8Y4odUm9605to5syZ9LnPfS5wG17xe7YolBx6ZNNg3WghzMiCGQswfHJEEfmzOXSzuo/vkVRYglI0Bs5bSJ0rptSMYf77znQ8lG4XlmWGKXtBKJZLUjYbpO6ogwdbywwJ1a2ny6PSfxAYRi9lMLPl0FGJqoRRTkC9U+Fglq2cT+WRalPIk4MZ9pC+B+/tvE+BqtkuD+/rrKRabUAtAlqfrZyDU4QMNhA9iN/X0AmBxoj1MRReAdL1pKwyTOtTKIXV8uB7DEXGjHoMzEQi5UlSQttLQOUKy8SH1D2VClYv4hHpX81AfZUzkZiBFFmmpzTFTUpW2hz3Z6TjfhktQMVNFnzHppmRxYcxBNqJJUNpeUi3czCMP5EOzypjwWekSqhZ+UCg1ijlwikUHhVhuJeoZVIgDQDpeowMdAikYuL34je4fkjFZHqQX7a8D84HOIdgJj/3uH478PXzkIbsSEj/dT/ndy3UX0NjHwUv3H35y18WUghvfOMba37nTMccov9swUNwXX9Wuu/H61BGkK6DNoUyNShUPgrOiFeHmSLZECrNCG0htO3M8LIlClLIMYulknQsM8TOUk2fsGxi9VbSw0wrlTopfcR7gBoVXu+30EqEOOGKhVDbLIxertLoVLvGL0rezkymd/38QjLX1tAJC/lgKqBKn0cqH2ZWNkyfZqfcR5B+h9dStYsLIdcZx4FK60IHMdrgapZsvLViX8N7rPrMbEHG7Hpj0SuDs1TiGAuTPmAkcDsbMzbK1wX7Ctqh9e7VDtpFQdkkg/bBLI/Y11VbChtJysrn163M9jfYbWG0PPVaspSE/xscRs3e5+z8PVKixW8wk+FxVUmwGFzzGFAQ1fGPmZ41NCacY4rpe2eeeSYlk0nBf9wTnMahoSGhS+WFrY2Ouk6JrqY4HTzPDYO/b10/zWhP06ahLO03qZme2TFKiyY3E+eq62pKiIcsfmBlTQB+YGpLxsQDEb8y+LfRQlmkDeaJmSdh5vjyK0/OLBIqxABL/ivrPZVs2xXO5EIc9z7Hc3RSrMCVxcMwl8uv/Jn1osSNxHAdZfw+XjkvLo+PI3SkmIbEguaOI8rnacjm+pjuPlynEry2peI0lClW7jIuO5n3C9qWX/l7t9zKtpWJzitffeVtPc6zeM/1CtjW/d2ffN3awDuj8iPflPgmxTcQ/o5f+Xt+5fZgJxQbEXxjw1c2TITTxU9xLMrhUNtSgczJc6nMjilvW/7e4dnacB/82UjhV3ZMsVYAP9DytmzIsMaAKCvm36iMmFsOb8Pbin24LnG/7qIelfde+SL8t/IqztWunKd3Q6m8eu3g3aS9bfkG7N0o+Tt+z69cHh+bnV+eJoJ3Xl4Z3I4J1ofqk9tZnE/4zdy7VkGvuI26rXcZxGWFa++99/oFa4ewscWv/I3f/93feVjgWGMjLVV55c+8mTsu3VfuAtyfcdzwK5fL6ZSntiZEtiUeq3xEPgr2Wa8vB6fprvRV9Rp5/Q/b0uu33nfetfLavdpAAeU7Ia9i+drb1nD7O/YT7GNe3/L6LPcdNtS575eLZLRPcUVhRBmsu+VXW51PsC1Ngw1TU7QPXyPeln9LxSzhmGrlOTRfoo5UXDj3+Vqxg53LF9exZFN7Kk49o3ma0pKkoXyJprYkqTdTEPvkKoavG9lmU5rLLZSoKWGJFPb86jkey7ZdST1fmYUq49uIJckpVgxH1tviV54ruA2sfDU5B1PKRR+zbaF/ONZhzWMBNm73tI5/1PMC7Gtg7QiOkjrwwAOFg8rT5hwL+4nH7+zOtJgft43kxUIZ2yg8Znl8sy3E9g3PnDxd8h/PC9587NlCPD/ExBh15xYxR1fsFu83TkLhzTE8j/DvXiQ9j2jPVhHzcpn3cedwby7nedu9v7j72Yo9w5BsFTGP+vcnry5Br7xtKhGnXLFYOYYhHvbC9qmYWAIGnKuzk225Ml75YeWi3RRoP3m/VDeu2BTibcD9Sry6835tZeA+Je5pDhlNreQM91XuW97xArZlp5BkW8D9Ur1fqa/Crgmot3oP9V7RApHukUH7ePfZysXf6b1Zuc+K/dmGi9fob+2JsGPVjxlUqvedkD2r2FSkfK5WufLi9VkLXt2+5TeXd/mr3aSmH8rdpDUZp9GCNyZqm78yxAJaRTmQes3CrmfQa13rc2ct3UA/8WwtfCaRbPEyWelmMX9hXXDce23IBXrzgNA2FYeobFN2yKrMg2zPsF3Kc1yZ57rK3Mbg+ARhE1um0O707F9+5QVAflbk68v78CG9bYvw3OiX7z7V+YwlrpdJjmO7kZHlkv8ai7sL/zxuRWUcoU06UeynsbCdvHI1XOyzy8Csd8DpCAuFAv3zn/+kgw46aI+U+773vU+Ifi1YsED8HXzwweJ7HvhrezO0Uaz6GcJI4iHID06MlHhIcr/ngcwPWTwZsJHDg5e3ZQcSQ3wWzqLKA3Blex6nvI/3W3Xb6j6GmAC4fN7HfaBzH7Y848975W3Y2OMoEI7i4HryPvwAxuXxb1R55eNx3SzTFMYZh9XyzYb3w3rzK38ullzjjevEf3ws72E+XRF3r75WnG9cD7G9aVKSvzPc+nnbVLettqG7PU+Sot5cTxGJ4pbLr8Ipx/tY3B6mmIy5PcyKgW1VnD5GskncFAxeNWNPPkdD8HeJNBktXeKB2+ya4V5nfjVMMjunEcVTQj/JSLcSpVrEe4olyeic7naWSuSTOWm2+N7smk5GU4co0+ycLmhN1tT54qYTm7W/2DY2ewlRIknW9IVktHSSNWkWWZPniH1icw4Q5cQXLnOvPb/G4hSbdyAZzW1kTp4t6sX7mVPnESVSZE1f5J4rv3K9J88hSqbJ6JhKRnOHW5+OqeJczSnzxQ3PnLbA3Wf2AW4ZM/Yjo30ymd0zyJrh1iu24FBhMMX3O8KtC78mUhSbfQAZbV3iXMX5Nre7D+7chtwOfISWTlEXo6mdDNMiM5YQGXi4z8S4TwX0k6ZkzL32cavar/g9X89UZRvvtSkRF983J2OiX/HY60wnxCs7Jbg/Luhyb278ymXN72oWDtUZbSlBKelIx2lhd7Poa0unuoK++09uEfvu190s+te01hR1NyWoPRUT+6Usk+Z2uqtZ/Mr9cXprSpTBEZVcf6a5tqViYhzzK2/DD19uvbnPum3AbcF9VoigchuxE5L7bkX43Ui1uG3Ir1acjHhS/HF/ENFqfK25D3v9mx/p+NW0xEqtEYu5bc9jwDCqY8F7NdkYFg43S0TWsWHg1sWsRsMxVdUtv9k1shLNroOSo7d4Gy6r8ptbBx4THB1ouMc12WDiMemOy+q8V4lM85Iu8DXktkt48wlf+8p33tzmOY44+yGXVZ3bYqZ4z9eNHf/c3tUFgMq2oqzKfCXmTq8uEAnB37mGlThjyRqvGluVV9/4Amu9Ar5fePcOvo+8//3vl+4vGhr7AjjF8/nnny/66b/+9a89JlQaZj/xENk6lKtGXHjOen51HUzuw6tnD/EYE6/Stu58IRa5qtu7ywBiLsXxXNlWfC/mOXdb/vOOyfMMw7e13PmiOk9UbBDe39uGaXjePl4ZYi43eI5x57lquTH/VdSN9zENKpbL0rbCvvPKrbyKcsVCZcWuMXH+lLfl8t1t+b7C23L93XPx6ouvrjO/sihaKV+0dyXaV3oV9lRC3Ev4wVJEAXE7Ve5B4t5QvV/xPYjvVzFxDzHifI9IVO9LJttRIuK71X1g577A23IZfE9he4vf8/2uqcO9pzV3uuW3dLsLAM0d7oIAb8fl8H2xdZJbl/ap7rb8yvez1slE8bSwQ4jvq1zn5i73Hsm/VfQxRb35OHye6RZhP/G2Bu/D5fA+og6VV96X7UiuI58b14N/4/p3sv1okNE1092WP/P58IJNqpmMdLuwy8SiI58TR8tUIqvE99zewk6Nifu9Ke7NJpmVhUHvmifjser1dPss3wMr9zlxjQ1KeNvAq+jLVVvfpETFPm9OuvGLLUn3OO3phLgn8me+z/J9uDnh2lttadf2ZhuKwa/8me0rLpPtHF744W15Hy6HbSFGa8Um4nJ5jKUq22UKzMKo3Ns9e696jlxvpgy5da3aTpKt79alakdV7CphB7HNVLFDhW1SaW//tWL3iLautHfQWBB2U+WVt+M+x7aNN04826pyrcSr+J6Pz2PftbW4sTzxe6kOvHTPUYTcf3ibyjzoJT3gcYqvYu7w5rbK/Oa2ix9l5rFeuG94c6q7feU7cucYnAe9OUlsi/Ms71+xk0QCB28u9hwFwiNZuRGo7/HVs6uoFtp+0mgEhrMPCkNs2rRJ6B2wYjwbVcuWuQ/ye0qVnlf92FvLfywMumTJEnrldbfT0jlTxcr8mr5MdZJFzJ3k0z/mdqQDaXQqFUim0RmBmfLcz0ZgaC1HEYTRWZBOyFEDQWUx+IE76DesG0Z68I0jC5QY7CBqlCaGHKvhp9X96/Qw3F8Vl8aMOi0JoOGQTOWyhrZV35vDO/z69G/3N6qXTQXCs22g9VnzDqHiY//xfxv1aVnFUaDyKXoSSJGTMt0psCCDo9XUFJwZUM3KJ2UNpMB6q5Q9rJ9ZMQZEWUmghanZAJv9VYz4kmPJ3rba326SL6JbbptWfZ9PtIXStTAzYz2KPYacY7bLjcP++WwfkUO6h3KQlQ+Og6HjjBYYz63Q9kh9xeyWDHZaMdghxiPBC6nG/shog/2abZ/aaQ36Wa+MUZnKJ11bz/GjZD1UM/dgFkSnDpVPypqS8zXzTHi/UwoDbpZyMy6aLV1UtPz6DBT9dhjMl0Mplki/VPsGXrPBvL9dD1xnjnoKo2V2Nydqrlf1tyb/t9ltfv+e0uxv127J4xfbyGuToeFhmrRoGS1fvlxkLvMeEHm1L5WSx9G+DL73tbe306/uWUFNLbuXgS0MmZFhesUxi2lwcHDcrYJOJHASGKbnsdj5rbfeKtJDj7X9dMM9K2i/GZNpMFcUkZAEC16M9oozOYhWi/f5GupcCGEOzSzVbpAoMTDVcJR4GCT6UAitzz2W/x71TqWy4jEqhGhMobmtrpDvjm5J2B71bKkYCDAYeT9zsfhchMysHD3qva9XN6QtefeTiqPKGdoeSL2S5A/U7GaNQLGrkFaHEgc1VQ3jfZbA3lUzEIbUT7XF5MzF8FvnTJcCL+6j8pzrwOcSZLgt2LueOU+lfBZCaPb1svKFAZ816mWxVMeLZ4OxUwufKbA/qpkzY04pOGNuPa0uKStjOK1PkkmoR+VD2mlIdsqaMRFCfcW+YCWbqATxIJihGK8XUvdqMnFixj8n/HkqrM/UZJ6WMlSHS73gc2QaniOTQPFT5w2vTYaGhmnK3IXj2n4aS9uJoe2nfZjKx9ljWGSLnVIcKbUnnVIMHgQ4ELizedg2nBfh5lFHTtFpiSrKax/d21XYJ2BvX0tRx/YKPSXqsEcHiNr23IPueMP06dO100Vjn8UjjzxCZ511ltDkZCrfnnRK7cx+YuezrTPZhjqlIgW7LDmlogxBZ4w4ePFQdVpFEWUhEeAHOEQN2n7SGJeOqSuuuIKefvppOuKII+grX/lKze/XXHMNdXa64b97GhyOyhFTI8rKf9TAK355bVyJiCkbIqaiCnPqArK3rqQoY3JLUqyQ1RPrjwJ4FTzas+PEwFikPH4u0h1r1MeLXvQisah35JFH0nve8x7pN16pvvbaa8esCTnyNFscm4xF4wlMpSqWIj5LMq2paTI5EMEeVRht3eQM9VCU0co6kHrBW1ARIz4zjHuMhe3klauxjzqm3vrWt9JFF10U+jsLoY8VOPSxkbDWiY4SZqyLMMpbVu3tKuwTiLpTijGQLUj0v6jC5hU/oBNqaGjsO/jiF78odDmDMNaUCaaY6HhzzrWiW0FETGX8bMBRRtSdUgzWmNpnBY2fQzicaAjkNDQ0NGqxz42QM844Y68cd2ZnE01qZWE9oraKZoknyBukV9ICmgks4O3BE7ILgpSKU6EMWjakFAXnmMztlqd2XJn0dB1EWaquEZxGWDQt1tsVy/PLw9JspWi7GKyZgLaZKmOG22Fz1dNzwMPWpLyHtL/2yEDgexUsVFitX0XkXNRt0NUCYMTmHUTZTb5GUK53sPq+MJQJ1JRiJNr8UN14s/8wYKWU9MIhkFIh840MfwMtqeKor9NQzskPI6grhcdNpnzHrpmSQ4pRc0rSm5q+iOxtqwLbH9seZEMk3YGatMbQ99X04JjimDNdBukQ1VuRR12ptDJ+0bE0pTl4LLcq+3j6U5wJk/ujd2xVYypt+NfMzPj9xCz416ucGQ7VqJDyxSTkRpH0KrDthRB5BSwu24B2lFH0+637hRmsbaXoXNnpisZUPEFZx28jznznv1c0pkAjrD9bCryuqp7CaMg1V1eT8DNn/Qqbf+Om/9sOqxDYPx1Fl6q1qbsmXXW5PLFonNyP93RkS9QjZfYFXHzxxXvluM2JWCWhga9ngnZRrUaN/x6HbJimlAp5Ogjvd1LZTj3bDLejZwUhHBy2wAkV4myAEjANfJ3yw/Ri8B5bxwyV7yHKmDVQQwfu7XWB5ZUqtpQQ/U6Sk/V1Fe2cf+9xUGMKj8/C4Pi5jt5maHXqLayCbSWcBNX3YD+pch5gT0s2U0K+56LOI7432jhyrDekPmBnw21IdeKEXU68fKpmmaSvVqdDoaZa2DHraZZJOrpmsD3GQudluC5hmmfiuNK1ADsG3jMc1IXCPojPHkqF0HZ1sLw6GaZFxuJq2XX6FtpS+Hwh6Z/FCOS+ZI1eO/xaYsAE2j6qCzzsmmM/qXWb48GM0EoUwmYlRdM4IbJ4y+3tJCYOvXksbCevXI191DG1N8EPqNw5ok7l08PDhT3iG1X7YI6A5wx270aKOtgwaNAu1tCIZMpjne442uBMXaO2pvJpMGxyUAQ5wnBG/YWqqAIXIzU0xjPGwnbyytVwoaMrAT2jBSl7VFQRZSeMBDNGI/kCvfmnN9P0d3yNLvrRnykXQe0tXvHT0GA42sDU0NAIAGfk0zoZeuW7YjXUj0KJEAwlMl0junB0cggNjZ1CR0xVMLMjRQtntAtPXU8mWKMhDWnlMXUmh7CHhbyGIa6EmGI0rYlhrhCmYWGMqkJ7wveZohzxlY37v6UxTXNIimSOHMupHKsAOiKjBG5e3MWBuKuaiHUnmHplW/KGJhg2UmpmSO2rUpXsrE+dcvKwYqeE4NoY0g0UK6TrJdpn01uv+5OgKdz2xhfTVTfeSvc/tpqWTe2iElDnYgpFD6l9JvDJVSof/obh4pj6WK13ecQ/p9IovFeofAg8LlL0kLqnGlBSCH1OoaCV8oHpps2kv3/ClMPcyxBtZEO4sComjhTXMKFxlRaSgPGHaFVSlE9jqm4F8zr8c0/C9VLppMlKmDKP16TpRxPGy/JqsDnqR9cZkOJYohUoFFukbEoh4qrxEpa6OGSbenDq6EMhZdCBcGyGnWoTr5Zl0fCwX4dBiC5V502k7/WBw79f2Q4pe5x8Yk+GQ+N81ZcrynSbEBSgs6YrY3TEnli3Sk3l09iTYGrzzPYUZQvlKu2kLk0fPiN9r0HzSbKX6u2CtwqVySfLDfjvC5JNI88nMm3J/w2LTpoxKoboTOH8pN7dQqk3dRYKHaTvQX3iSkMaYfcKhR6F9yGVOhW4v1KG49H12G61EpJthbaZJFFQj66HdhH8hu/FZ8sKbhOl7fCeK9H3FMkEqeyw+iH3TqHvSbSuYj68TYEuib9ZStl2SEdBWli99WRpvKgDJmQ/fERJKXStNNhcaH6pVHpv/MVjprSoZTlAj8ProFJIG3Xk4Hb1HKJQBwNbVZU/aYCiV287soDWCbIIpmVREeQK0NzBeUd9zsJ5CGl99SiauxNfgOUpZnbDiX9wO2++zNsTJyOjpvKNPSaWtf0ssXkoJ+kiRBWZQjlUiypK6Fu3ip7a3kd/f8OLxOdcqUzfeWg5ZYoluvKQRXTkVF+LZkIDNY4iCo4EcPSgkHQiNDQ0NDz0jhYooYrMRBCFUomMBrWyJiwcm5ysvKAVVbATLeocBE4IoM0nbT9paDQCbUUAZralaBIInEc5tasGkTVnf3r5oYuEGPzH/n6PeH3DoYvprPkz6arbHqC+nL8SNqGhxZXEip8UtRdRxGJ6LWMigIWXx+JPI7qY1JyQIqCjilRc208sfq4lACrQlEaKxbRAJ0PbT+MfY2U7afvJh37KqKAtGaPRfIlilkktlexdavg5Uoi8bF2MFsjkVY/Khz+p26nHCsq2Zyg3OKTsDUNGLKTGMEyjGFjvsPcDuawUao9h6UgZVIHnVC8yFmVqJBqkslMiLD1OHaqTfCC/TWzIZqfS/ArDmUAqnzF4B732gAUiA99ps6bS2xfNo6Z4jA5ra6UbnlhNy7cN0NFTumnAtgXVqz1Z69QMo/WJ3+IQ4os6BOgIUqh8Zsq/llYqnL6Hx012tAbT9dSsfEDzQ4iVT7ho9uiQXx/IBudAlrhYWi4LaQ8WhPXi9/XGj9S3ajLEhFD5IAsfY1KT/8DQnrQCM/Gp4ctWNdy7TEbe7ydmxqfuic/DOwIpApj5pybDIkQfYYg4Z76Tyi5mgzM2ShspfQHooBhKLmXeY+CcAvQBOyFnRxrxeLrFAo0Ug+l7PZliaFa+HSO+E3dQofKhLg3OOwkwZlW6JmZMDaNyqnMkUmLw+14lUWEZum6u7NYn6gkxNDTqgefgoVxJOKY85xROy2ad+bweFSjMnArLRlePLofZP+vRT+ppbJaQygfHxXPNZ5UMuQ3SrXZn3QMlEwzgKu5xN4CUHU2eC51iITDDsdO3TbbNMAueRBlscH0caX3KPVKiWCH1SrUNkQ6I90jYpIYmiHYRHFei7omygx+nHJA+IIW2hvsYtm9LWcoCELa4RFU0nGdFg2WEWfToZMYseihxIH5DWq5SdvWjXZbpeyCMb4B9U9eeV7NxY4Y9bHspQ5/SVxU5FChAqThOSvg+PHBByhII9UGJE6bxhVGFpQx9qmRKSPY+dToxGslOWnONgvdSp0sDjoZmu5KMWc7OXnmf18reGrsAHTEFmNySpA4dLURTWpJRD0QXaD3ujOr7k+ZME04pxvrhUdqazdGSjjahifSSP9xKP3p0JU1UmK2TKOowWTOgnrc1ImhK6GiAiQC2c8t7+E8HTEUbnU3xhjU2JzJ0xLlL/zenzt/bl2KfgBY/r3W0RRUJZXFaY/xhLGwnbT/J0KMEMJAtSiv2UQVHN9QTB44Khu+4Wfrcm8vTwzv66csPLaf3HbqE2hJx2pbNUV+2UI2ym4iwezdS1GGXS2TojHSUKeispRoaGrUYhgjJKGMYkixEFuUi2VtX7e1a7BNwRv0o/KiirCQsiioKEczqraGxq9AhAIDmhKXFz5ny1JLQEVO88nniOdJg2TCcocd6B+jLJyyj8+fNFN/9bMVaSsUsevkBE3d10Jwyj6IOzqaiI6aI0hPYARsleJll9vSfRnTBWYv1ehZnNdZRpSJiatrCvd0l9wkYLZ0UdeiIqVp5Ao3xibGynbT95EM/ZYDGEoehx4BLzbpBYTpQbalgjRqVi40fMRpLteFVbRsPBUyzmZPJvKjPhNpPdh3rEDs/alEhv5l1rYbypUA9lhr9KjgWtgNqVqmQOciQWlRphBIUIek+KFpbyC83mkFPKeNrITmDvdI+xVGf457vHwn8fuC//6RyztcEOKSrQ/wxrIRJ/bkC/W71RnrdssXU1pwO1HeS6hmSQloANYbSzaGaQlhyIkTnQdQBtBCsdj97oNnS4W8Dx6nRUkDa2tA2MptaA+sq8eqxnmFaA8pvjXrGVc69fCy/QMyq2ZaKhWpONcVBg8vOhWpAVDUKDIPMgq9TZmZljaly75ZAnQ1JL0zVmApJVy3pUgkqQFOgLgZBeLyhaEfZeF1i/nV1lAyLTogWVRbzUHMXqGgsZUtFGoJ5CHWk+rOKxhR85jTyHgr1dOqkdOwwtyjXkh+Cg66/OvRwvsM5kvVwqtsoHDScn7w5baJpTPF4qjemdrdMjWiCxx2PNR6y3nAM02BSdaXQZlK1NjHhBP6EQ7bW3DEC9etUqin2VyyjnhyKXAaUDVPacL4o6VlJdQgvWjr3epRIG47rgK4UasCoGWRDT6nGloL7FdpV5UKorSHd77x7V6lE5ZHBGo1M/7DBWk8GLwDtDlBXCuut6hXB7Q9byIjFw5O9gF0kaTQqmlJS2+H32SEiLD+k3lInUjfD/jCG8yz2O+yPalIDqa+CdlTYOZTtIhlFX2vLAN0t1JuqqzGlwMB2MGEfC7SnVF0qbG/pvRMqOeUYcJ3D9ldsYZxDUB/KLpal+QB/k3SklGss6dRROJwwO9sI15RqdDEBq4TPi/iIKj7De++RZyJpTI2F7eSVq+FCR0xp1KA5GdMRU+y8WHp43d7x3ceeEY65Vx+yaEL3IqN7DkUdwnjW2QkpsbsPDhoaGhoRgI6KYOeARWbH1L19KfYJmM06YspijU4NskIWrTU0NHzo2QLAETtqVpgogrPwad8tUWHzOlozOCyixJZ0t0tttGpwmG54eh1duWwxdaX9bCoTEU7/Zoo6HNaYanAlbyJDhxtPDIxFemKd7jja4Ghz7lJRX/jV48CNnHEgYj3KsDNaY8rW+pw7zfipEV3byStXw4V2TEHKcQ6xtCyjSgeKm+EpytMQi96S8N+nSaazmLlh/wOmN40lG0o1m4QwZxtS3DMwOjIN3GWm4iGksHKYGPEhUw09R/reSCGcyod0wjD6npqmWQ5ZNEO3C0ulmowD5YzbMulT0qxWf3XKGfXb3kjKVD57wKfvFYZHA6l8cStJn7/7cdo0kqHfv/Akv1zHoS8+sJxmtDbR65btT7GUTKMyoN/YBT/MuZSRQ5ZxP7MpJORdDQFP+uduAOUL6V6iPKDpmW1A5WvtCKaFiRMGWhfQv6h1Ejkjff5vSOWDa4F9Wp1jpbTdSBtVNkS6FTtI/fKC+62oNlBBWmCMtidV+ldwimPK+9QEo1wMTJNtGAm3vSvUBCczIm+W8fuaPdqYQY50BhxVhppSGspDuqV0LZvU1NXBIed4vRglCFPPQV5jlcrnpTi2TIdycF3y8D4Lc4YoG64tz68e0nCNGBjajtEG0nyrzC0470i0AiUuHRcawpxq2B8ZIwE05kxGCxpraNSjABVLtqCJeNMxBgeo1DScs5F+HVPIbjWp5CtwpAiM8CiEmGTDhS86SjTBOpILYVDtKpzT0KypR0HE3wyFWoTAOtmwnYMUxhoqEPJ6YqHUbkJaHdLw8B6i0POQylel+fG9je2yECqfRG0Lo7mpQLq7Gr0cRqNT6FYSlUvKFAfvFVo80vek9lKigKRjQRubqRay85mdUieRVl9zHiH2D15mta/K+zRK36NA+p5KsZVUN8DpVLN4V/lNUBGxL1TsKvGb2kfgt7qAtjTgsEjfMwylLJgPJFqmcs1DAddVZaeFUd1wLDL9MGw+aNQv0WjoRBh9r9GgLXUzu0FnW0m6nE7gM6mGRj3ouEJAWypOKZyZIwp+CNRxY0TbRjL0n03b6XUHLpAecG/fvJ3u3LSdPnDswZSMgJihk/cdd5GFjqSscTBpjF+w7bjHUx4/R3W/44476LLLLqNDDjmEZs2aRSeddBJ997vfpZLO/LTXJQC0+HmtNmk0wWJjuh1qtCQjClXXKKqwlGAHjfGHMbGdnkP7aTxAjxJAb6ZAoxAdFFUMZIuaysd0vWeeEe1xcHeHFMXzlYeX0/Ezp9Cpc6ZRFKAKa0cRTrmsOSocvAXRRBoazzX+/e9/C0dUJpOh6667ju6++2563eteR+973/vo3HPP1VSJvQhOdqDZCLWRo5EER63oBS0XWpuyJsouqijK4UQaGhoB0FQ+CI/taooL+l6m4pxSs8QlJcoQUNjKfri5Najo8Qxu99/D5GwA5YzhJFr89xDajJSq9mafksXA1UmZridH8SD9Lgfb4T5I3ZvZnhJOOicgdLg2/BzLg+OUdk6hEb9JWXPCKX8Y/opZV8TneFNwaDS0t5OXaXRI2cNseQ6EJW9LtInX6ek0OWVHZOL75VPraONohr57wcmUaHEz8cWaZXqUCSumWF4ZaH2MEmT8M3MQlYQZa+JKFrUiUIpg9cVM+lkBVfoeZuWjtJ9dz47L+ziJpkBanplsIjvVGtz+IaHNSOMSxwoJOVcjfFVaVRBUii3Sutohe1ubQuXDcHTpKBhCr1D5DI/KF+f2cPww85rw83JwliLUVlBXy0JC99W+KvUHpHLi+7Q/f9QcF8PrlVXsMMqJCq9LdzbFaeuIn1EHIwnrRVMhxa6jSe7TYVn6WuD6IUVTpQ1jhAL2BfEbHFeiBks0Ufm4OBd6v2Ugi99EwFikJ34u9Mcsy6If/vCHwhnlgd8PDAzQu971Lvr73/9OZ5111pjXQ0MGj5P2dJzyxVJ1zJgUTgVCKnUMsnpJ0gc8XeVlynQgJVmlXqEjAOa7JNzfVNhg24VRctT5UvoFUlNx5H0PzJFht7QaurtE0dr1CJN6tCCpbLgPGaooNd4f8L6B7+vpBXm/WRYZrd3kZOF64nHBxsUMwqHl1bS3kq1Yoh3CXN1o1JZEb1T6k7j3B/xWp98hLc+Mxcn2tlXrgxRJ+LrRJGaSxEGd5WQ5o6VCy0PKrZQZEqpZh3ZqhfUZ+GxaSbLBtKqr1/kstTxlFqxCO4VnI6R1qs8URLvOhGjEKZ+KxygXEkFX9xpJKST9t06day5lRZWuZXhWvnrEAIlCLNnz6nMbvncatuujbDt55Wq40BFTgJ7RQtUpFWVsGszpiCkiWvPoQ0K7i43qom3TX9dupm8/soJest8c2n+SH0U10aEFG9nZlKlxWkURfRlNS9DYezj55JMlp5SHAw88ULyuWLFiL9RKg9Gf0RFTjKGsvk9QuUR27yY9MLT9JFDGxboII1PQc4OGxs6gI6YAk5oTUsRUVKFGTEUV51x4EX3tzofpvXc+RI/1DtK2TI6OmdZNVy3bf29X7TmFYVmRD8U2WMiVV7oirhfR1ZSgbSPRboOJAF7JVAWS90SZewv/+Mc/xOuCBQv2Wh2iDo6mxIipqKItLUdMRRKxOJld08ne7MohRBmmaVE54lnprGSabIyeiyiaEnEqZLX9NJ4xFraTV66GC+2YqiBbtGnLUF5QRjzDqlPJFpKM+XGOrSCSbvZDxrf+LdI+xfWwgguhvla3rE9kdU4JzLxlJyDMXQkDbgV6VRkyjOSVOGA5VNP/LW46gRk4hnMlaknEpLapng9r7QBsOBZuJ52bGjqK2T7qDEykg+F7NczZwtBfLyuMyJzm3wjzkIVPbDaaDaTyIWY/8xC9bMk8+v0z6+m8hbPo1cv2pwMqkVJI34ul5AyLMn0vfIUE64T7JFpzgdn13C9CQowVmpgUHg80P6Tv2U0KnTTlUhcZWaSGFh1yHL88DBwyMB1KHeClxb6G7xkpiCvPwHvMypZWkvi0As2rE35Uyw6jZMQgjFsNMa9mPhzpJyPvZ8ezlRVAiWIJ2YMkqFQ+if4H7xWaAmbvk/aBrJMOzBliH8wkhJmWyrJRFLP8/SxoE4XFXB3DrCMTlomzFeYMRjFmB26nZthDTRa8LrgPXlf1WNis6lxDIfML0puRuscYxu0qv5Um2IMFU6ixrfdUmYyhITkrZTKZFH8qTj31VHrooYd2Wu7ixYvp3nvvDf39kUceoWuuuYaWLl1KZ5999m7VXePZgcdWf7YozRuc4bj6Xpn6UBbBzI6GUvfMfPDDrETTj6uZt0IyrJXkOTuJcyTYVmjGqNMJKBRINHQDbKlMvkgxOD9ZkiB8zJWRvgNjU6XeINR52oN6mNDMgOq8JlH2oF0L+WCquqe/qKJUIHvrapmGHkbfwwlcrU+INpFaBxszw+G9UMq8VwdoW9dkzgvuT3ZClkLA3zCpbaHIJDu3HdQp12xw+RdbBenzaOKo9BfsNgYcB5ITu9UOscfUDLcIqdbYXiH9qZwbqcoi4Pc17+vQ/NQMiw1l8lOzMoZk71P3l7I3lkuBfUF9HnNCxh+2YrZQlD7jvCjtozQ9HgmvS71kdzhvyJmLw/eR9lc+S1RTOK76PFaGL7z+PpEWK8bCdvLK1XChHVOAtlSMEhwxFXHxykktCUFrjPow6XrBS+gjuSK97+gDKR2LkZWKpgh4Oh6PfAiykW4jKueJStFeCe9IJ6hXU1U06mD27NnS549//ON09dVX12w3PDxMg4ODO21L1dGF2Lx5M11wwQUUj8fpl7/8pdCg0tg7aE5YlC+Va5wiUUNLKq4pz7EEmd0zyd6ykqKORDwmIgmjDCvVTPboAEUdaR0xpaGxU2jHFIAjfgwlGiOKGMzorHyMgdtuEasT6RphxGhB8+KJnNwwGRGn8TFG8lojYSKgPAarfl55GzZsoLY2P/oyKFqKcdttt1GptPMHtjBn044dO+j000+n7du3080330yHHnrobtdd49lDJDGIuFOKkdWZS0XUsL197d6+FPsEou6UYpTzmZoInChC94Xxj7GwnbxyNVxE+4lbATsh+F/UratmzoY1HO3IEEbbMSdT399voqiDefFRd04JjalilrmZFGWkFBqehoYKdkqhYyoMLS1KJsldQH9/P51xxhm0du1a+vOf/yxE0TX2LphipHUyOELGomw9jk1UNKY6ppC9fR1FHUkdMUVmIkWOXtijeMykXEgWYg0NDRfaMQWaI+yxtC1bZGAL4lhLKY+Bk2zUydZltvrZ2xzUnlG4804OdBZwf+Ax2wqnWfrED87eWyWNLW5pgcYUpvC0gHxtOI6k6ZKrY2ShIYrNg1ovqCnl/kaBv9XIC2DaUTtcV8EA7QhsR9Q+MONyVzcbIFpnVjxOJmjZWIqGTvU4SsXxuDaslpVGc6H75Xp9SkuiDa5lh/zwhnTCeDPoRSn6RRb2L0yFDCmznaRcNupK5UEkYSQv0zoxLTFe53ocebxmOI5aEipP3wrsW6g3pKYex9+aQPtN1ZiSMu5iBevpHRQzle85y9Dm6rgtD/aGal7Y4MQzU77ehQFaT7UaU+FZa5xYsN4UGnrl3q3SPjHYTppDlLJjIJORjqFOlbxl1ZZyHKm929mJ7dVB4fAgZz5Ml0otA/tTe8r/nrX/EIkQcRV10UnSd4FTSsdw3pLLKsI4KFXeF1V9sHGOsYyYGmswte/MM88UGfj+9Kc/0WmnnfacHFcjHHzpeU7l4RbUC2q03+rMudJmjUQrgwYMwwjTpUGBKFVDBWwmToBTha3qY8JhUW9KOmlHukeVceqoqwkT/ptUhwZ0pWpTjwfrEtVo66BdG3ZdGpkLyyVyRgZkfcTdgKRfBfqhqrHoQJ0M0NREXSsB1LlS78fVbVKhOkWOBeUpdjbqSqFtnQO736kzLvCaqfckSS/K2Pl9UAVeBVOJXUJTWNKYqlN0o9FPhmfjFHKSnV7V7gzSh4J+J41/VWMKtgvVpaqpULB2lKH2J2kfI1ijU5mbLPyMzzVKwfhcacGBHJQ5U3V0zeDrhzp+SlVlmxs+NHrt1LbD2ztqlqlzJD5jenNkHbmycQcdMTX2mFjW9rMEi/DiQ0lU0aiBNNERnywL1EdZMyPyYIP0WRrZEwN6ctDYe8hkMnTOOefQE088IZxSTOXT2HcW97T1pGdIAdMkI+kvgkUZ6ZAFzUgh4nIYVWjzSUNjp9CzBaA9FSdezC9BhqwoQo1wiiqkTGt7slzHoYe39NKflq+h5T0DlIpZgi7XnkrQGfvNpucfsh/F9yER32xBayREXtG3gUw9GuMHHD225yOmaMxx00030Z133kmxWIwuuuiimt/f+9730oc//OGxr4hGoPh5rliaUBmYdgdqtEsk4dSPhIsSCqVoP0+4iPik0ECGTY3o2k5euRoutGOqAn7e6s3kaXJzkpIx1ykA7JOAcHS/YzpxX9zVbGmX98E9MHxVDYcOi8bAcFWFMuhAWKlR8qNaLKAzMZogDrQJTgpDj3MQ5s5t0ZnG+vjnl6pDgUOHVoMRxpIRh+GmbhnBKU6ltLOCbpUPbmMsS1m1Mhpw/JRHhskGpwwetQzfO20qlc//XBjO+GK9PUP0y6fX0h9Xb6RNo1m4NIJHAAD7RUlEQVSalEzQYV0dQgC4fzRPT2Vz9OtHV1LXzXfSuXNn0EsXzaED5k+Xyk60+auQ6W6/rzUpwV0Ohr1LJx5+/bC9Y5D+2jQtygIlEaOeJSonhV9/DDlPwMVkJ10YXL23WijdW7rZYz9RKX8p6PsJoK6aGZ9GaWX6pX3sge3um2QTlQd6iCpj0B4dCqXlWS2t/vcqlQCA9L3CkE9BjSnZHy1If23EG4tes0cGasPpBcVTHjtoMseSfpuk4/Jqd7k6D9nStWxJNuZAleiWCi0PLxOWjXNNWslxjZSDehSWPETA5mDCczB9ttJZkXbo0Zgx/bvG3sOFF14o9KXCkALqrMZzi4FckdKWUZ37pXt2neHjoO0TRq8SG9rB97F61DK0n1T5BKQAQnkGRHdwlmYZQNFDqQEH7CchpxB8wvXWPLGN8F5aLw4Nt5P2r0cFkyhQStlwc0ca5K5T8hxxf3OgzSXrOZ8L/h6pe8o9UqK7K3Ye7of3SCPlyyKIz3gvTfrvzSbQxIvv3kIcnocsZWGS45SD6e4h9k+tFEKwbdX443GwjaTWWzqmZM+Hy3FgUhhDyVrs0/fs+vQ9QF36XhiwvHr74+c6ZUvPGFhVvF6W4kmIBdP6bJS7sB1F8gT2r7PoFyaTovaTsO3QXqq3tijJpyh9swQ/OlIdnFB73NiJLa+hEQTtmAJMbU1ROmbSSMQjpli8s64FFRGkZs+n7Mqn90hZj+/op8v/8l/KFEt07ryZdM68GXRQqrnmhv/04DD9dft2+su6zfSLFWvpVYcsonccezC1JvYenS7MeIqc+Dk7meroyUUByRjfMnQE3XjHeNWYisfj1NHh6zZq7DvoakpQvlCMfMRUjBe9oh4lY5hkNLWRA4s+UYW2n9hZmCTKDlPUEY9ZlIv63DDOoTWmxh7aMQXYMpSjKS3Bqa2jhJymbgmMPHrfHmnPOzdsoyv/fjctbGumb5x0BE1Ouyt1+aHazIf7t7fSIbMn0duX7U+/WrGOvvPYM/S3lRvp6lOOoNMXzKS9gXpRTVGBM9ovBDyjjqhnZ5woGK+OKY19F72jBWqK6ZXxQkk77llY2h7Ytre75L4BPS2KpER6ZiAqAPNAY3xCO6bGHtoxBfSNOR1poZPAIugMjp5CJNHoCskc4SgUGKMVwqGlrCJ1vObxRENhrVImijqRHFIIO2TGSGAmmpjvkLOSKbIw+xfcWNVMZ2HMPnxGqefXwJ9U6iTSdzA03ihmlUKgHTA7C4R0q1n5MLsdZt4jn3lH7c87nX72lS/TT55aTWkrRi2JGHWlEnThfrPp0GmTqtuppDnMtvePp9bSO+54kI6bNok+teQASo86lBl165/p8Q9WGPWvX7LNrdsLYx106qnH0RceXU5v/st/6QWzptHVpx1B7clEDWUQz4cRmw5OFInyCSH0BThZ7g+QpQ8zuXG/w5BjKyRBAAZ/pRQqA1K0pMwmSp9uBspXWL9RM9Go/SaMypc0IEvjiJ9VLzbkZ7QrbV0v7VPud6l81szFZOez5IwGrwBLVAfM/IPjSB3zIXOAmuUxFEi7UKgNNnw2gDahNpUphZxD9k5LHi9x0z2nVCJGWUh3zPpoYUjDbzhvpJSHVxzbEpUPLmzMCc/cY0DeG8zOhPVmlKG9CphSqw68iMaarGIaGhpV8PCe1JwQThlv3sYxr87FVKE21dLyYuEZScMy+Sn3ECkTX6PUHbTn6mWmgzkkBnMNUneseEKiyzgwP8nMHaPBKJvw7XArmbojbyfNXzbcKxrUgULpg5psdph1znsfS5DZOY3sLc/AoXYeKaJuI1H54D5mZxQqPd7/4P5rKjqhZro5uN54/07J2YqlNkKKF9ox4p4ZTEMVGaArNHI125q0HZZVJ5N1WAY6NTNzGGqyWof0Q8nmU9JJGnBdjMJoqE3pyY8YbZOJFJmEwPEqNm7sPEKzRjaqbVZvO6QnGiDbIVVAocvawXMN2tLxWIxKMP5kMyQ8KyM+Z4XROt0q4ZwL3zfaJlBeSZ1XpUR82tuqMXbQWfkAPZkC5SpOqSijDAZAlPHUb39OH77zEaHj0J6MixDcOzftoJfffCe99pY76bdPr6PBfCE0yugPT6+jd97xEJ0yc4qIlMIH9UYxvSlNXztmGX3y8APpjq099ML/+xetHnhuQ6JLWpWPyptWhDqlogQdTTkxYFcipvbkH5epEV0MZAs6R4RYIwzRd4wSSnnJKRVlaPuJyBnasbcvwz6Boo6mHPcYC9tJ208ydMQUoDMdF5FTOYgIiCI4YkrLyBDdnuwWAoDfOe2oqsYTTyB/X7+F/m/lBrr6fw/TZ+5+lM5aMIsuWjqflk7qoC0jWdo8NEI3Pr2O/rZ6E50/fyZdffTBFDdN2l0SFK+CnDt7Bh01qYvefM9D9N5b76cbXnQyPZeaY1F3SHDElLN1DTmjvqh4FMERU0Naf05DQ0NBWypOpVI58swljpgqRdyGpFiSzMlztXOqoisUdQqXiJga2EJRB0dMFSKuU6qhsTNoxxRgtFCS6CNRRbmQJzJ1dqM///VvdMz0bkl4nEOsXzBvBp23aA5tz+Tojys30I3PrKc/PSNTwDpSCfr6GcfQ8yd377HrMiWdoi+ecgS97I+30/8tX0evnfzciABH3SnFKG9ZSU5mhKKOfMQN7IkCdrjvcY0prUUXabAEgpaY4oipInPfiKIeMbV11d6uxT6BqDulGM5wj9aY4mGhI6bGPcbCdvLK1XChHVMVcKQUawi1xC0qVjqdqjHFqZA9GEjhQo2pRFraR0pDjO/reM0lXakQ3noNkA+s8onD9BiQL2/7hpSZSFPCCNZ9kXS2FKCORKOaLPVSIWN56DA0MopoOPK5IT2wDamBJW0BPqdWn65Yqmg+MbySB3IFun9LD31w2RIqZd12KuX89jLjFrUS0atmz6JL586ih3sHaFs2R9PSKZrenKZJqaRog2y/fxxV7DzT6x83VzkGowh6U0KfALB4Viu9cO4M+sZ9T9AFhyyk1orelKHoC0ipldnR6DVVAt7HlT4I+lMx6IPJVEq6oWJ/kLoD6v4oOmBGLhuoMSX1dSJqSrdX31tJ0GrC/qhKEqCuAWqMwXmLz1k/2skccrWjGIVNq0I1pvIDrjMqsfBgKg73kT3s6iQk2mQtOavJ/yw1CcTJqTpQReh3pQxoadjymLdawrSoyoH6GwKgr4aaG3VRR+vFrmhkcFY+E/QmwtITi+LgI/aZpriqKxasJWUUc+HzZYjejKqlkGzqrL5PS8f13+dK5k6NBW00aGiEg+cBHuNsRTg7u08wUEcP5h3HkucqtJkk7ac66ealuUuZx/YopHMAvcdYXM4qDxMhytCowLk0BneRxrWoGtQoqvdwjNqC5VigBpOh3E8kfSYPQmNquljQ8Ssbch/D+6KqMQUaUWF6U4xSzrcpTKs2qUwQzBBNJrVvSZ/xPqTqoaFGI7xPJDiCzi3DcsKviwS1DkgPDbHnE3F5MRltR6PeMcPGEvRvvBe7n33bxSyAbVcM1pii9mlEg1uD+5PajsG1CdB7w/kAbCG8rI1qqKl9E+ed3ZGXhP1xmuDoOexP0tCGE1eHfNj1q9H8NUKuax0bKQwx5dkTNcxw3lHlAzU0ni20Y0qB9lmyLmmx8YfZCYq/r94kdKJOnj5lp9uy0+SwSf4D8FjjNfvPpz+t20yPbuujE+ZMG/Pj6VUedlitIzsrG11RRFnrjU0I6Kx8GhpjA5sfco2Im9blEpX7NXWLoe0nXoWNtgRCUAIWjfEJnZVv7KF5a4Bi2dbinbuQFWMigzWiTlq6mCan/WyF+woSlZWLeiupexKxWMSNbG7r9klkJPa9vvBcIyyDj4aGRrRRsh29sKdEeUUWpkVm83MjNbCvQ9tPbLTKEeZRhbafNDR2Dv3EWQGLU7clXfFzdlAFpaWX0sNiOCRS+eJNjVPsEJiuGMuDyCWV9oQ0PymcWk3zqab3DUo3DyHcBr93gsNF1TbhjHX+dhS4nZoquqZdKyiU5Xg1/Cjtoob+Qvi/kfSplGZzm79NTo52sYaCM6zZhRKtHRyhh7b10jdPO5HyvYOBVDwDKmTF5VB2B9q1XPDfI62PUQRqYBYjUaCbIX1Q1K/sVIVVY/EYmXG3LQyF8hcWKo80OgOoe7Xh+v735UKWDAjdjUuUvXxgGLcB4d3qbwRh6ZiG2j2Wv106DYYtHlOpN6/OBoVkGwVZE8ru9+l7xR2b/Pfb/PeZHfLKnkfzjMV2EOWz5FQoA2ZC7oMylTI4q2VZ0ZooA/3AhuuvEiMwPbcB9FT83oHv3d/igePAUB4WykCdtIH2NqJE948U3fo1GSaNVt4z8nVEfnHY4xygjn+JvgfXvya8fjeAFIRk3E8DXij7ZceV+jRKQx7P0BFTGnsSPGaa4jFBL3aCxpFi+0h0EmnuDKf1hLBeaiHRcJDDptwjweaRUtZL+yv7mI3QoC3muviHgSrY8F5dWMKP9VLCy+aUEWgvqRIo0j7Q3jU0PIkGGUK3CqLueeXhnJ0bJQLbw87LNoFfthW8v2qjApXPVu6l+NkpA6VOoc9LVEE8jzrnhPYFmSh/oVL+sF399iqXilX7yVLHAZaNdoxKXUe7DZ8V6siDxOMhC2l4TFFI8D0cy1NtLrTvpN+UayyiB4WdNyrZfYSLfPXmhnr1bISSpj4LhcwHjmo/S2MkhBqsPFc5Md8GA7NfOOzxkPi5Ua0inCuQplvzKBXSTxoGRnSZ8v5IT8X6GMpsPNGpfTpiauyhl3YAQ7mSTu3KE+zuTGgTCD95YhW1JmJ05pKFtC9ipKJXkIo9NwKrJupORBXsyNDihFWnvcb4BhvHY/GnEV2M5Is6YkpZmIo0dDsImPWcXhFB1J8pPNh6TIx7jJXt9FzZT4VCgW666Sa69NJL6eCDD6bLL7+87va33347XXzxxXTEEUfQ2WefTT/+8Y+FzM2z3bYetGMK0NkUp4TOyhdpR0RvNk+/W7GeLj94EbXOmEX7Ih7q6aekadKSyc+NrpU2tIms1g4y4g0mIpjASCnRgRoaGhqMtlRCZ94SCzl6juSIEwMS0UQZ2inDkd5KUqiIIqbnBo29jGXLltH3v/99OvPMM2ndunW0Zs2a0G1/+ctf0qmnnkoLFy6k733ve8LpdNVVV9GVV175rLbdGaLrgVDQFDMpUyhTKmZUQ6prMp5gyDmGgUKWqpo0wZjZwIJQVhUh1MB6mbLq0ffCQkwrybXc6uBh4PgscGxCeUjDMZWMWmFRm7hP0pDDs83RwUBqmZnyaUWiriotMiRzjxRSK4Xahgu4I3WqOOqHIv/y4ZUiPPaF06ZR330P0Oj20UAqHtL3YmkrNBtKuVAOpeUhEtheCSg7JV/zeDpG9/f102FTOqml3Tf8rAqlzz9BCPfmkPpAKphC/5Jop9j3HSkkXwrxzvt0OTM/7O8xOiSVXR7s9X8rwThQVpCsbl/M3Wz3w8IdHEdqCD2EkttDff4x+3dI25V6fTHWfI+/Xa53KDBTnqhDpV3zW9ZTLGlVKZNqFkTpXIFWgBQDpolK9QEqXyzln1+iVe73ZqtPvzNbfWekkYJMgCpdNxZML0bqXj363mBevi6ZCn1vtJCn4bzfpzFbXZPitEIKMPr7d2s1pE5IvoFpeOqE+2M2R6TKqFTjdhhz3vnFihPrVqmpfBp7EjyEhnMFkXHTG03SSqliKNRQ5LzNar6GcSeVZ+6BOSTYnpOg2FxIl8Npw6iTIAJ1ZdB8qqc3I2U7RftS0KhywRR3yMpWI/sAwN8MQ7FJGqA0qhRrByhaVVvDMMnu3yHZHlKmYKTvYSZdJboIZQjwOGi/ufsBfQ9p9kp5uLikZhf0D6SUjecrZbJW2gHsGpRCEJfZo88p9o5EvwM7xkAbSd0OrzkeP6FcS6wr9od62e2QCoYyDSqVrxxC0QyJCHJG+mqubShCM+7Kz2MO0PEd1EGtl5UT5Q/CnrOUz9JzFu6v2M9I3ytA/0S1g2K5SKWwTJp16LtSVk38oU4kWtgcWw/SLkrZyHbE+tRkAIXdLLNCYZ1AITDjncp33333UXOz++z4tre9LXS7kZER4VR66UtfSp/73OfEd0ceeSTl83l6y1veIiKujj322F3ethFMoO7y7NGZjlNiIo2g3QSnO44i8qUy/XbNBnrBrOnUnohT14mn0r6GoUKR7t/eR0dP7X7OjqnFXImS85eQBVpNUUV3sxaA19DQqEV7WkdMMSydLIQoniBz2gI9TLTgtYDRMfbZo8cDmpLRfLbS2HfQXHFK7Qw333wz9ff30ytf+Urp+0suuYRM06Sf//znu7VtI5hYy8DPEgO5InWmdZOwWGMUM/P9/OGnqS9foEsXzROft/3ht7Sv4fP3PymEB8+f/9zRDB1VLDOCyD5+HyXaNDVhx4i/iqoxfmGPwaofl6kRXQxlC5RWIqqjiHJFAzLSKOSovPaxvV2LfQIY2RNVODvWSdH6UcVoXhG11xh3GAvbySt3X8IDDzwgXlmHCtHe3k5z586t/r6r2zYC7YWpoDVl0bTWpAg59AR+1awpUlgo8uDqPbijgwfpNmo4pxQijJk6MHOIkgkMQokxbFPNwof0PWlAIdUG9ucVvwJQkKSwzZpMMv5nDN2XwtRrMpEUgttOoWiFZndQaFRS9gkow8n6YeS2Qi3LD4xIVK6RQpG+9b/H6NypU2hqwaBsb4ZmXfpq2vyJa6rbDQMVLwHZWZpJjiKJAZ0es/KpSDT5qydpoO8l2/zr1zLdzyT2j01b6aa1m+grZx9HCxZMp1S3T8sym5rC20gKRcZMRMq1xGwvELptxVvJhpB8KXtMCRwVENKNIfxueRCGP+pT/mrQu9WvNtIHgbamhouXh/ur70uQbS+3ebO03eiW3uCMeNDXywrdLtXtRkk1HXw0GaM9ZFcoifFmhQaZ9D9j77Qzfpa5QlnODOlgJj6g8lmdU6TtrHY/Os7smBRI0bNjch90gNYhZe9UMvWUgHNQhuufV6gSoxVK6sz2FA3lS4EZ7ZKx8OybOJfa9aglGCqv0BkkSDQT+FotXKJcw9dGMOVQpSR69U6V9UqnhkYYONK8oylBJXgIl2wA1ZYKyVas0k9kdjlkicONFLuhUUj3O/wBM6opZhp+RFNKspFiMSqBc0qaXqRsVuFlG7tBdWooS9nOgNQpzHAL9oBEyVPu9bZncyXSZM5aQqVnHgikrqPcgZXy70mOkglMogni/VKRLjBSZiBdz2xqVbZrCszgHErr213AvctMNlE5nwuko0lZ1JBSp2YnxOuC9jMOECUTsmQn1dONxboWs4G2XfW6ep/D7s0qVbHijDImzyVjpCc487j6XBPSp51641zKsBdu70iSEFIdrMYyduI+4bWR5g2UO2hNxWk4B3YtnkKdjJ3SOeD7mvky9qzmxXr0v7DzVZ/T5KzLbnlFzURqGEND8rNqMpkUf0FaUXifCcMLXvAC+tKXvkS7im3btonXSZP8Zw4P3d3d1d93ddtGoB1TgFypXPNwFUVEccXv+sdWUqZUotfNnVP9buPPfkr7CjaOZugzDz1J5yyeQxccMP85PbadkSfKKCLz2L2UBkdgVLF1WEdMTQSwsYwG854qUyO6yBfLE0pLZHcRRfupBoWs5JSKMsp5eUEqshFTaR1xzplLNcY3xsJ28splzJ49W/r+4x//OF199dU12z/++ONUbiAa86CDDtq9+lTKtgIE+2OxGBWLxd3athFoxxQ2hmUK72/UDWzuXOVSdMKPn+4bpOsfe4YuO2g/mgKeaY6Y6oeIqb2FNcOj9Ob/3k/tiQR9+vlH1xVNHQuYze1kjw5QlJE+6CgyM73ViKmoYlJzgjYPySvmGhoaGnHLJFunhRf2E0aORRKJNMX2W0CllQ9S1GGlmqmsRJBHDRwxRRAxFVU0JeKazqdRFxs2bKC2Nl/PNihaivHII4/ICUZC0NHhJ0/aFTANz4vgalIYOfwdlrsr2zYC7ZgCiIuMvJCIwg7JrDERUSiV6QP/eZDmtbfQWw7bn0bW+A6Y7X/963NSh75SkZpjRE0BWUv+s2UHfeSBx2hqKknfed6R1JF+7sWno+6UYuTXLKdks5L5LoIYqpNZUmP8QGfl09jTqMliHFFEyX4KRTFP5Y1P7+1a7BOIulOK4QxsJUMnBRAJljTGN8Y6K19bW5vkmArDgQceSGOJJUuWiNdVq1bRtGnTpOiotWvX0rnnnrtb2zYC7ZiqoDluUdoyiTPNOhXnlKo9EqqFALooEj+6Hg9Z1V0CbRvkmlO5Tmw86giVwy+llfTrZ4dpHCC/3YpJ9S7CIFS5z5iCHUnS0rhVOOR2ojmYS6+mvMei8YOaShfS2jqgN1QGvaLsFpnjOrpph3j96v8epWf6h+nHxx1J+e0ZGt7sGxEzjjmQhm9/yi9D0t3xT1wNUE6AAwNOtSbFcT+V6VMrVtCTw67m0jcPP4QObm+npkm+xznX30/HzZlGXzr7OGpLJqht/vTqb+npU/3agA6Rqq2A71GXqG57F3NSxJQzuD14O+zHkpaVrNmA2kFG3P/NqWgvBGmBoa4BajipsId9x1lm/cbq++H18jXP9Q0FppeOgV6Uqh0Vq+hfJGbPpxhlyanQGk0lQ5/ZGrwiYDZBO6ZkB1+i1b8WVkeX/75bzmBjdvnX2U75dEIn4e/vYEdTNaZCdJYYZRBDKKiCKoBkzC2jNWlJD6CoMZUIFYWTo1AxfTKjCPNGAjQgjHI9zQ3Q18PU43U0JfD8SjBBqRGy+DlfqWxBrfQ4h3ZMaexJJC1D2Es4BagpzyU0mFxF1oVDXTnQ3FHLQltGKkxJN2+DLSRpdPrbmKhJo9g10nSHGkCmJUnthD3DqO0T2lzK+aGGqHT/rdOmYSnm1XkV7/tG0aegOZmRwPutqhnpZCrv4yly2qZSaWB5oJYjPnrgcpyq9YSfHdS8Uhfx4DOKbJvNssaU2drpv2+Bezbso2oeSfcX7A/12hvqaqaadlkOoUb/swF9Nkl7SnmOUM8pbDsC2mF5xL/ODuiH1rQ3aHqFXT+jdRI5ucHg+ihjTBoudc5P0nsK0ZWSrpf4DPVDPUu1fULaK0xjjhHGtMFrFzcNZd5pbL5E68OAw6i7WNg3QvpJbQVD+rHSBrJuVmPt4L2fSCyksXZM7Ss455xz6KqrrqK//e1vdMIJJ1S//89//kOZTIbOO++83dq2EWhFAIBlGsT/NPatATJWeLpngL5735P0+oXzaP922YBhjK5ZP6bHv/rpp+mEri7627HH0qvmzqb/9fTVbHPxQQvpu+efJJxSewvOcG29xiMe3t5H331kxW7ta48M1jhEo4hozAwaGhq7CquuJypC0JMkr8KRDY6NKMPO+k69qMIBUfUoYwL5ZzQmOBYsWECvfe1r6Rvf+AY99NBD4rve3l5697vfLaK1XvGKV+zWto1AR0wBOBtfvWwIUYHLWzUm/Dlefev9NLejhV6zcG7gNpgtZk+jp1CgGakUXTxjBmXLZXpoYJAOaGulh/sH6HiImGI815pSKoymNnJGxrdzatPQKL31X/dRf75AL5g/k+Z11Doi64JXCGtSvkUPxTpRVRrjBzpiSmNPo1iyqRJYGWk42jMlzEeOvNfgrHxpOatxFNFghOREh6Y7j3+M94ipd73rXfT3v/9dvB8eHqa77767KpD+zne+k17/+tdXt7322mspkUiIKKgZM2bQli1bxPvrr7+e4sB82dVtdwZ956igJWFSRzpOMcOpCoqptDwpHLKBUE91OwzBNutN1Jj2FcJsTUjZq9YHQ1ZtNYUoHDeB9Q5Jy2oalhQuGkbrE8eCJQCOOKu+l1JFK+eKIbRA11GBobsGprTN+6Hj4jOECBdBnLrU59L1GKNbZdHqG+5+ku7dtIO+e/JRVOzLkZczIIdZx9LNVIDzxXNC2lIsLYeVJ9t8h1YsDdcfqHwt1Ewfmt0hHKGX33oXzW5rpnRbkj785FP0kRmtdOFBC8V2rXN8GhcjNWOGX3a3T+szlJB1DGd3WidX39vp9vDrAu1tln1DKt+3jb7+vevpn3feR2s2bqZkIkEHLl5I73z9JXTA4kX0oS98k5avWiv1oeZknN756pfSsYcupV/f8m/69U1/p1WbtlLMsmjJrKn04ucdTmcdfTBdfd1vacWm7XTkojl09SvPIQuoBE5FQPbRdVvo83+4nYazeXrViYfRS593KP30tgfpR/++n3qHR+nAGZPpXWcfS4fNnU4jm3bQ6r4h+sF9T9Bda7eI/rmwvZXWDY1QyjJFKPUb/naXCJWf29ZMrz90EZ12wHwq2Tb9/OEVdMvqTbRlaIQWTuqgNz1vGZ1Raf9YVyfFrSL19xbo63/6D925ajNt3N5HrU0pWrZoLr33slfQgQv9jI6BdMTK5Hzz3Y/QDbfeSw+tXEe27dABc6bTlZe8iE494mDa0tNPN950O93/+HLatHU7TZs8iT7+wffSfvPn0j//cyf98IY/0ONPPiXCY2fNnkMXvvgCuvwNr6eRbIl++5sb6MEHH6Q1a9ZQS2sbves976PDjziCDBjM6qyD4xlX85JKei2rUkZ7OkYmTg7YfdSQ7hJQ52Af21HmJwhUT8Qh7TdSNwryqrMUeh9Ph4bkF+BYWaDj5aBuCsNWgkdVjOloEA2NUKRiJrUmYzLdShqwyiALo5yoCJFPMGyg3qnU/rDjKunTQ+lRIenha6gyIfQY17aDeoeESZTrLP41SoMMe5SpsV2R3gj3WFJsSqME9g84UySKveJkceBzOVfZP2GQkU4o9L0QNCoBgLRDhcqH8gBmU1uoXWQBlc+JhVC+VOpkssV/D/eaGkh9zW/Hnk3b6Itf/xbddf9DtGnrVmpva6OjDjuU3nPlFeI8PvH5r9LW7dulizm5u5M++u630ZRJXfSz3/yBfv+Xv9LmbdupOZ2mZQfuT5dccA7tN3c2Xf3V79C2nl668OzT6K2vvDCwWrfcfhdd89PfCFH+d7/hlXTEQUvo6z/6Nf3fzf+iTDZHJx+9jD705tfQ/FkzBOXwrkeepK///Pf00FPPUCIWoyMPWEgfeM1LaMHMqXTdH/9JP/nLv6l/aJQOP2A/+sBlL6VlS/en4dEMfeGHv6F/3vMw9Q8N01EHLaH3X34JLTukkhEskSbHsWndxs30pe/9hO579Cna3tNDXZ0ddNJxx9C733o5zZgm27puO8pUVdas+elv/0B/+tu/6ckVKymZjNOyg5bSe696Mx20ZDE9tWIl/envt9GDjzxGvX19tP/++9OnPv4R0ea/uOE3dOMf/0xPP/OMKGfhgoX02te+hl5y4YW0YfMWuvF3Nwr7acvWLTRzxkz62NVX05w5sk2Hw7LeGh2OXxM+pOIW5ULGBBanUt8kk0vqnkb4vIE0SJwj1f6NDmSY72rsuRD5g3pRYN4jk4732Hfwzne+ky677LLA31AfyhNe/+53v0tf+cpXaPPmzdTd3U1dXb7syO5uuzMYTiOy7hMYrBjPivJrN20RgmMpGNl1HVONrgCEOX/Q+aQ8eBn4m6QHUGrMMdXk33xrnBENOKZ4Fikb/o0+Aw90qlMXJ8Iwx5SkQyUmSTCG0DGlrLBJhig6psARJXaDbB/FzWuq7wtrfH2D/mc2VN+zE+Lor/2KjpzcTV88fhn1r/Z1qQbW+wZY84K5tPlpvzxECywNt0+VI5xap7fu1DElziPuGlerhkbowNmuRtSfV2+kX6/aSDdees4ec0xR+7Rdd0xl/Tb+yvd/Qp/46nfoBS94gbjR5/N5+sc//kGPPfYYnXzskXT/Y0/RBRdcIBX1xBNP0KpnVtCsqZPo6bUb6fnPfz4dffTRYt/77rtPcI956mlubqbzzz+ffvWrX9HvP3I5nbF0To1j6iVf/gWtHnVo5syZdM//7qTTDl5Itzy0gl784heL+vzxj3+kJ598kn72xhdTfscAveHGW4XH/uUvf7lIVfrvf/+b7r//fpralKJtmRydfvrpdMwxx9Ctt95K//vf/+gjpxxBd2/YRv9es5le8pKX0H777Sf2ueeee+gzLzmV3njKEUJTKtGapnf+4P/ot/c+LdqCw1d5xeHPf/4zrV69mv5z3Rfo2ENcEcBMLk/fvuHP9Mza9XTBSUfR2cceJgz4X//7HnrdF66jww8/nE466SRRv9tvv120ydff9Xr6/E9+RwOjOTr00ENp4cKF4rezTj6ePvWBd9HMQ46jI488ko477jgxVy1fvpz+8Ic/0FlnnkHbd/SILB0cNnvAAQeIcNpJk6fQH/9yi2QU1HNMZYpOqAPa02TicW2HPA7Vu5PgPOHpVXlIx/wfW8AxhX2wnmMKHxZQd4tRgLWXTNEff6PwXtXWCtKYGhkeolMOnEeDg4MNCVPu6/e7i79/KyXS/gPXnkAhO0K/ueLUcd9GGrvenzZs3iquOQzfxh1T9RBio0i2kOqYQgdGmI1Tz9mD8wlq9an1Di3PkJxOqGcnbVXnaU2yq9TN8NzDbNJ6uluSjpRsh5o5f9HPGAW9TljwUyl6mKm2NFSZs1lny0qRDZqf0nHi/rwcb/XnISOlRIujDuZeckzZqdZddkxhu77mzW+nf9x2h7AZ5s2bR/39/cJm2bFjOx2y9ADasqOXTj75ZKmoO++8k0ynTH0Dg5TN5emFL3yhEBjm8ca208MPPyy2mzVrloh2+Otf/0rr7/gjzZw2paZac098EU2fPZcKhQJlBvuotbmJnly1jl75yldSZ2cn/eIXv6Denh6678br6ZZ/3U4f+Pr1wo7gY+ZyObrpppuo1bJp5uQuuuWuh+ilL32psH1+97vf0YoVK+g3X/4IXX3tz2jd1h66+OKLacqUKeK3lStX0i0//DqdeeIxRPGksA9OeulltH5rD51xxhmi7tu2bRPbckbPu/56I82c7tqq23b00DU/+Im4l7zuFRfR4YccJMb1hz73Vfrq934kbKejjjpK1O/mm28Wx7r+G1+k17/9fWI+YvuKbcDf//739OmPf4QOOnApnXneBeK4hxxyiIjgYJvrX//6F73tyivp57/4hbBNly1bRvPnz6d//vOf9JKXXERf+NKXGnZMSdpKuOCH+xu7R+fD44YGAKjPWiEL+w07phRrEecxXLBXF/awHTw7cnh4iA6ZP2tc2wZjaTsxtP3kQ8dXAuKWtddpU/sCrDqi2BMBD23aQb25Ar1qcTCFz8O0M095TuqzsM2f5HqyeeraC5n36oEfOmbPni0MFb558+TMjpsLL7yQbr/7fuEZ/8lPfiKcJt4fGx28ijZaInr88cfpPe95D42MuM6Fj3zkI8KzzuB9f/SjH4n3PUPB4e4cFXXqqaeKEFRebbr5wafpl7/8Jb3hDW+gbDZLt9xyi6jb2352C739pjvoRS96kXBEed76M888U7yyU+pTn/oUfeYznxEOpe9973tCsO/Ttz1A/1y1UTh52FgbGBigb3/72/T2t7+dPvy7W2kgk6PY1DlkpJppY88gHXzwwcIwGh0dFc6yBx54gI499lj6yHd+Vq3zL26+lT553Q30wPpeuuD9X6LeQdfgf2TVeuFM+/GPfyxSqHLoKxtPb3nLW+gdX72etvYO0G9+8xv6+te/Ttdccw0ddthhtKO3j7Zsc8XnL7nkEnFeHDHFdWej8eZb/irO98tf/jL98Ic/pC984Qt01llnUU+PHzG4p9DetGshuRoaGtFAIlabVTaKsHT2MTLiSYpNn7e3L8U+gY2btwgnCtsIbHfwghMv6i1atJjue+gRcY/nKAO0n/gev3rdBjpg6YFi0YttLXZo8UM93+Pf+ta3irJ5309+8pPife9AsMD6jr4Bes1rXkMXXXQRPbN2Az369Cqx6MYLXOyg4QWtBQsX0gvf+F7hlPrgBz9IN954o4iw4uMxHefhFWvoL3c+IGwk1othO5AX9niR7+L3fJrWbtkhHD1cd7ZNeOGSnUDv+szX3YjBymL5xs1bhS3HzjR+0OfteRGTaZ9f/vb3q3X+zFe/Rdf94jf0j//eQy+7/Krq9w899qRoi4997GNkmqaI8ODjcpnslGLce++9wsZkm5Ttyx09PbRx4ybxG9uMfM6cOfNb3/oWfe5zn6NrvvUt0bZ8bl/84heF7bd06VLasWPP20/pXaQ0aWhEEZrKV0Gas8qQLVaTjKDMewxcpYffQjO1sMcYaSvwWzwtO39MWAHCo2LUgJcRzD8wrNBghhEFGPnF4bSBXnT43i4VyILIA9krL7v7MdogHiaEqkZ6wXGl1U0MI1dWRetFTJW2bwxcvStm/JXBctbf/1/L11FHIk77N7dQKVciB84hVoliYmz4xf+JflEtI2Slw1RpT7BsEUvBymA6Jm7SnvPTSrl9YNtolgYTMfrzU2vop0+uod9ddTG1zJhcEyElyps80z9OJ6yOpeSsbBgZVW71o65Khl8fCFQRMPIQlZL3nUSnn3AUXfuTX9HrXve66ne88sGrY2zAiHJLJREiqoLF8NhIYSfPvBlTyLEd4UDhVakaFPNUAOeURwOwlYxoixYtEs4mXhFjA2ndunX0oQ99iI676SZhrLDTi51TbKAgWlpahDOHjY5NmzbRbbfdJlYav/Od74goIzbUuMxisShW0nhlkn/7y8pN9PoFc8hs66Kzjj+c3vGtX9Idd9zhN30qJaK3PvOpT4pr4hQLtL53SJTFzq/jjz+etmdL1N3eSfNnzaSVv/+XWLVrSiVFZBUbZp/+9KfFsRgcQcZg7reAFadFBy2juXNmC+ech+uuu04Yd2w88iu3MePnP/+5224O0VChLOiLmD0LgX0auzGuyrlluZ9zhRKlIeJJji4KnxuksqQcM5ypBrIeSZWDeQL6o/gMczFSl9UIhzIFR4FJoejKnGYGRHcVJ5h4DlNI97SmAZepEU2IW55dliOZ6kTwNNpTbLCG0OZC509NVj6MCCqFUNgU1ERGNRJlFRKNVS6UyIIInDLYT0hQUOk6MkMHJqE6kftSVD9Gn9fbB6J5THVehWh2p+QJHPANvhiaSRfpm/42WSqteULKftsI1Gx7hgWf8aFe3Q4ixI10c2CElJoROjRDG2YuViKmMIqkJqsiMgGg6c485UT62Oe+LGwND+ww4cU0XrRjrF+/PtB+4ns5O2FYp2XpooW0dUePWFhTKWai3qWisD1qr4vcz/i4vKDHThqPgvOOd7yD3vSmN4kFxfe9733Cxurp8ZkIDLZZ2JHEx2Z7b/v27fSBD3xARBex/cNix57DbOvWrfThD3+YTjnlFLrrsafpuCPSIiqN2+K6n/2MfvYzfxFv8eLFwrH0yBNPkxNLib66btMWsfh39tlni3oxm4LPYt6c2fTjG35Hv/3tb2nalMm0dfuO6rmwo4zBC38MdpAJmBYdc9zx1NraSi972cukqDRuX3bE4QImOw0ZLAPBNgxe50YDF1T7yUOhVJKyveMUIEdchZeN9oo6vBx4yDSljIbFhqJVpUh05bewTHyqbpYU3eU960wgzeKxsJ28cjVc7JPWNj80csQAe+p5ovySEk6JuOuuuwRNiKMY2EvO4aq7C36o3dUb6USElZRvzBMNt67eRCdMmVQTBqtiwRWX7rFjskH6h5Ub6JU331mjObF6YJi+cNsD1JvJ0+8ufQEtrTil9hWwo+QXX/uEeN/U1ERz584VETnonOEbNjt+vD8eS+ww4TSiX/va1+i85x1JyxbNp3LFmco6SLsLpuHxih87pS459iDhYOIVSV7h41eOZOKVNF4RY2dNOu2G3/MqHYeO8/xy0dL59OijjwqnEhtakyZNEitk7JSa2dkqtpk6dapY3WQNLGvW/mSkW+mNLzyVPvHaC8T5cluwEfS85z1PGDkdba301et/SW+5+iv0tzvuker86R/8iq766g9p1pQuuuZdl9GvPvkOevTnX6XJHW0icoqjtBg//8KH6X1v8cUHPbDx+MB/bxPH5Cgr3odXLjmkn1dhP/bpz9Hnv/ZNGmu0pfSKn4bGvgymNV999dWCDsz2E1NdwsDRmTyf8gOnF8W6u+D5V4PXEfatiOe9AabkJRYdtrersU/gQ+9/L73rTZcJm4jv30yT4/HGzy44dtB+YvC45Mgpjih/wyUX0eTuLqHvyfYjL8btLngBjm0mpvS9+IyTxHuO5mKwvcbyARyVxBHbr371q6vOGN6P7Rx2Sr3m/DOk/dh+YpuJMWfGNPGet2esWL2OjDZ3EfXbn/0ovfgFp4vzZRkHlnfgRUqOOk+mkvTJL3yF3vqeD9HjT/oyHIy3vu8j9K6PfZouftE59MWPvZ/+dsOP6cYfuQt5TEdk+4nL/Ocffk3nnHVGzTkvWDCf7rnTtVfZ5uP6smyDZ8P+9Be/oive9GYaa6SAwqqhoRGMfc4Ls2HDBjGhrV27lt74xjeKCY6jM4LAqu/80HzFFVcIjRqOkPjoRz+628fm8E4HxfYiinK+stIwAbFjNEvLewbo2CmuplM9rPzmD/bIMTeMjNIbb7+PPvTfh2lmSxMVlOWQ42ZOoe9eeCpdfcbRNGdXs8U9FxjuoR29/cI5wqtJHPrNBhauerGzhB093h87bNiBxcYCrwaO5vL0h9vvode98S1ijHLk0u6CnU68Osc4eNaUqlHCxgYbOfw7h67zCiUbPkx3U/dbOsWl+fFn/p7PiSOceO7Z1D8s9mdMnz6dtg2MUHnDU+Rk3YjFvuGMOA63BRtU7GQTGg+bt9JHv/4DemDVJrKa28UKIxuZRxxxBK3tz9IdKzbRyz/2dXrh846gEw9dQue/93OUbGkT0VLcJvvNmUkXnXkSveLF5wWedzweE6uAn/3sZ8VKK4ed8+omG6onnnIaXfjSl9NYYzgHK28a4z6zzJ7+09i7+Mtf/iI0YBhM3WH7qRo5oOC///2viMD8/Oc/L5z4vBjIdtTuwlt0iDrKRTnyO4pgPcXC8vv2djX2CbCg+MDQsFg85/s2U8/4WQUX9njRDO0nBkctsQOKn0vWrN9IT61eR29445uErYCRP7sKzw6a2t1JMyZ3V20gBts1TM9jPSvO3HX55ZcLmiHux46qgxfNp76+PuFcYhuHtTpPO+00IW2wYcs24dBim5Ada1t39JIzuE2Uwc654ZFRsbDJbcFR6WxHPv300/Sv2+6g71z/E3roieU0Zdp0ofU5efJkYT89+MQK+vO/7qDL3/Uheutll9KUyZPojJe+RthrvEDHttA5Z5xGJx53DL30Qlnv1AOLoTNY04qj1NkxxdFnjFNOO40uunj327RRhAmfa4wfjJXtpO2nfdgxxRMbT8ZsJPFDZT3wigOL3PEkzRP7Jz7xCaE3s7sQ0VI6rSlZyToCj+Mc92x0b5BHTd55toD9rrp8jzilXvq3O2nDSIa+f8Yx9KWTD6fkeNPiaJ9Gpx57JNl2WUQQcRg6axoxlcwDRy+xIKb399RTTwl6GTuMOIS6r6KxxFFJbMwEha03Ci6XHWOM3pGsWAFjcOQQO6n4MzuWWJScs08wlY5FR3G//qz78MCf+Xs2sli/6Qc/+IFwNPE+HF3FD3WpRIzK0/ajctylAZxxhKv74LUFG46egcPOMXY08R8/9LE2l/f5zW9+MxVLZXpq7SZ6wbs+S72ZojD+ONKTVx+/d/W76kYdsGPw5JNPEXpdHAnBBiRHPLDz7Le/cul7Y41mHTE1IcDsWBYz3bN/e/usNPiBjx+6OGKKH2zrgece1tRjGg1HPnB06bOxnzjDrAZHTE1sjc5GwHqMiSVH7e1q7BMwmzvojJOf52o5LVggbASOxvYoZAzvN++PwQvyHA3E6OkbEJFKbD8x9Y1tld2FZwexjAD/eTYQg+0nzqjFtgsv6DGNzksf7+3HC2H9QyPiPWe3YxuJnW2sdcXRVqtWrRKR52wXsTh5MhGnQqpDfGacdeqJIoqTnWBsu3CU1qWXuuwEfo7z7CU+R34G9D4zXZCz5z31zCo65YJX0KLFi+mGG24QDiYWb//ypz5W97xZAJ2Pd+6554r2Z/mHv/3tb8JZ9peb/kTPBZI6YmrcY2xsJ20/Ifa5uEKeJBoFG16cfYqjqzg6g0WEOUx2d8D8WfZYmiE6UgxcEJa4wXa9bFa4P+gxKQT1poQvgB1HPrCkMeVnTKlB26TAbCPiuMzbDjgHKwGXH7QhBJdYOnc4P0U3JmyNXMrOo2gSoMYBakdJPGixXSZQiwozxIg65PztbGij4miuRm/qztWbaWFnK3U6FpWy7jmz7pEHEyq+8Tc3SnQ/VRPCQ2EkPIrkK4+toM5Ugv70kudTV3e7PPia/esSb/adgYnWplCNBAsy8TnNXYE6COJzsx8R1puDtoN2TCoiU22QFtko+NoTv/nlL+gjX/oWHXf4odTW0kx//td/xFhjJ46K977+5XT6cUfS48tX0Lu//H3xkMTZaP5w4+/E70wX4TD2oBW/X97+IN39yDPi/bHzZ9A5S+ZJ2fk8sOHDK3qML//1LiEAytGTbCBxdhY24JjO15FK0EAuLzQI2Iji/dgY4pW8a+55XBh9vKLHEV0MNpY82gvT+9iA4fTB9xSL9POTLhLnvv/8ObSjr59OPf5oakqn6C//+o8w4DzDauPGjeJ8GXwsznjjfWYcuGAOvfdbP6dtwzmhY8UOeBbpnNzZTtt7+ujJZ1bTh74tO5luuvmv9JmvfIP+cvMtVHYMev4ZZ9JDD9wvnIOs88CG6v333U+f/fSnpP1WLH+KvvWNb9Alr30dtbS4/cNGzTvuazAPNUHfTygaCV7PNwyHmmG7HExwJSN8bsgU8BrKzreChborsNXuZJlS5r540n9IRK2tQp1UhfjRDmgnDY19FZzls1FwVCvTrPkBmJ35HG114okn7r79xPqJIRol9YLp6m0XlpYch2MCM6oJOwKjEvLBepZqHVCnDrJUoeaKWj8LbVXU6BQbBc8X6LutMSdwSpLSf8lRFpLNFJaBEPT5xHaSxhS0ibIdoUZRIRf8XsmCiPpT1W3yWSqucfWT/OrZge/tXK5OVr54sI6UqjGVTAVuJ+lIqZn4QEdV+h7sIMYIZHAtQzvi/YSRBjvbsvw2/tRnPkM//fXv6LQTj6dkMkW3/PPfwgEcNNau/cInaP7c2XTT3/5FP/ntH8XCFztrVqxcSdlcTthP7PTxdCgRX/zeT6m7s130yxef/jw64dADKAhsB7HDZ/P2HvrRjTfTa1/7WvEdg+0nj6EyqaOtutDHz2W8DUcnMT7zg18KCQNexPMcThx1yX8Mtp08IfT3fPqr4m/61Cki0mk0k6XTTz1ZOLj+ddt/RCIdji5ncBSZZy9xpueqxlQF3Ianv+RVNGfuPPrTn/4kIrM4Wuv4o4+kjZs304ZNm+h9H5YdVJ/7wpeE/fCHP/6RZs+ZQ4cceij98x//EJFTrDHFkhOsg/qTShIeD7/7v9/S8SedQpe86lXVBUOUmlSlQLA/hJkLPA5xO3x2rDdHSs8eNuyvHEfSO240myjqAqJdZSrzasj85NRZkPC2U8eKhsa4ipjaFXBoLIvv8aTGD5kcQfXVr351b1dr3EO96U8k3L+1h46a7jvx6mHqmac9q2P1cuaS9VvprYcfQC2J8avN87Uf/Zo6J0+l4YJNt979gAixfu973ysMChVLF86j0449nN740nOFYcOraBwK/sIXXSAipdhBxFGOCDZ6eCz3WC1077BDdw2U6PJf/JWWb3NDr1WwyCWXwytqHI3FK1+c5c4zrFg0nFf/R8uOEMXkaChOa8yRmOzM4bpzXThSiY0bb7WQjTXWbmJHD+s6XHvttcIIZPDq5uFHHkX3PfYUzZq/H23tH6bb7n5AGI0s+Mlt0dyUpv6n7qV1d/6Z3nqpS6fx8PcffInW3nQdXXL2SbR2e58QDGWDiucsPvfJ02fSK973GTr0JVfQI8tXiu/4HNm5xe/ZuHr0scdpv4UL6OEHHxBGHYfZ87zHq60P3nsX/fn/fiW25e+Ylsjvr/3K5+hnP3h22jEI6WFMY9xCh6Jr8EMm02Q4Sp2jOHguZRHk3Yd++BCtoOdIMhJJis1YGPlBxvfpz3/jWpq3cD/auK2H/nPXPWIhDcW6EUcddiid9rzj6G2XXSqyGLPjmJ0nx59wQlVbkm0OBNsJfK9/YlMv/efx1XTT/x6m86/8KI1mg8X+OaMxC31zlOSUKVPEmPfsJ44yZ9uBIy+Hs3kRnc1RRex8YrkCjtTmyCV25vCzl7cfgx1VPIewHcU2Hye+8cC2VFNLKz3y+JO0aP8l9MzqtXTP/Q8KHWFepGT76egjDqeetc/Q6sfup1NOPEGq8+qH76JNj91NUyZ1U9ekycJ+4vKZWsjnvrWnj57/opfR6Re8nFrb2sV3bFdyUhv++9znv0DDwyPU0txMd/3vf4IiyLYpBzaw8+3G3/6GNm5YL/ZjRxxHw/P7977jbfTPv/9trwReaOyb0FS+CEZM7So45FQ8hI6Oisny2cAV+TMClrIiBnH+E8/IHM4XaXX/MF2+zM3asTMMPvbkszre4/2uw+O4mfuWmPmuwnDK1NLaLm7k7CjhbC1spHj0NabxMRWN4a0sJeJxuuZDV9Ir3vdZQYljGtsXvvAFkZyAw769iCnel1fJOHLIA6/YsfjmhgE3+u3p7f10YiolIp8Y6ZglMstwUoRPfepTInqLX19z5AH04IZt9KpXvUoci+mELAR83nnn0bR0glLxJkHx4/1YH4rDzq+88kpaMKmDVvcMCE0WDgvnuYSjwTht8MtOP55u+Of/xIMbO7MYbMyxpgE/0HH2GV55Y0PsQ2+7glqam6g1MYXa21pFGDtrUDGmT+mm6ZM6aN3WHUKrgUPy2cHnnTcboZxJkMF14NVC3oZf+Y/rxlRF/o01phis0SAyyRiGMNZOPvkkestb3iJ+89JOs5bXpg1uRNiegCrcr6GhMT7BD0mcNfSb3/ymePD0kkTsLoT5pKcHbT+KqKoS2f2ubELUwTYPO3Q+97nPiXs/R3ezDAI7axhsT/GCGcOqpMZdOG8OffSdrh4n2yq8mMaZ+XgRjXWZPCkE3pftK7Sf2NnCDiWWT7j3seWULxSFs8Wzn3j7l7/85cLpxYtY3//+9wUl7vPveAN9/vpfiWgn1p3jeYEXzpjKd+TSRbR601ZhS7FtxTYUZ8bj1/3mzqKV6zaKYy5btkxQATkjH9tFL3vRuXTDH/8iKHTsWGNwVmS2HfnYHK3+/ve/X0SQ3fDj66i1tYVaW5qEA4nPjbWnGDOnTxMZP9dv3CzsJrZ9mALIfwzW5fLa5G1ve5sIVmChdi67v79f2E/8fMfbMKuGI7k4gQ5Hni098EB68oknhKOeI7S4Tvye/7gtNqzffaF5Fdp+0tCIgGPKexh+tk4ppqRkimVy2U1GXeqWCtxOpboVILYSi1P1OCygwcQwrBjC1I0mma6FYc/lJp/yVUzKbTFagFBkqA+mNEXaTIwMKXUl0hPVFsFwVqT/YIg40sLUFMVI18MwcjV83Mb3o67Dp/o5OxoYFl7OFaT3j27pEfU/sL2FygN+CLwNYuQ2hG3HOzppBC6U3B/89koVgykCjw8M0pTmNM2Z0iluiimVypf2r62V8t+bFc2koGvupP1rW27xI79yMT8NMqM/44fkDuchhB62SalxwIB26E8fev/76HVvulKk/kVc+dpX0MvPOpHOe+P7xA19xqROOu3A+WRXqJYXnnAY/eVrH6FP//C3whBCnLB0AX39jRfRx396k8iqqWJ2RwtRJkfP//ktFI/H6YwzzhDGW1syQb952Rn0vr/dLVHkXrVsMX3wxMOod3CEPvLv+4V2iodDp3TSN15wArU0p+nD/75Pqst5S+fT1157Hr3n138XQuL852kBXP2qc+j973kHbX39e+jd7363mGcOPfAAEWV14403Vsvg+n34nW+hD171ZnIsi4xyjF501mn07Z/+RhhJxx66lBbPn0M0OkQXnno8/eKW2wPPec60SXTisgNFNhz+UzF1ypQabYlDjjiKvv/rP9Adt99O13z2Y8IYRHCdr/rIpylfcq983JRHcBronGnD78dmJjjhhBFLUFPcf4A14n50pTL10XDB74M5FPxXmCBIKS2UkU4YfnuS0tKXgJoC7xmxpB14HKZE+scMPUzlflBLvR7vELT1PSxWrsU7xydYu+7ZgjUyCiVbong02r3wYU2dQ8JsMCxbTeGeiCUCZQMcNRIcKXswp5WBwsLp4uW6wu5SGnl/3rIcUxKCD6MjqgwYtMdwfkPqXs0ch9tJlBzZwJQofyHUHVE/OJaDtD6sg0LdQ6p91Zbi5jATkg2G9D2MKiuZ/jaWWu8wKp+qxQjbEZSN9rP4HAeaX9K3mYpWKtBeZmTBBsTrV0vv9o/bBGV/4bOfovd98CNSspjmpib63Mc/SHOmTabXvf39wgF09LKDaen8We71NUz66NvfSLOnT6Wvfu/HdPZvfiMd6cVnnUKXvfgs+uQ3rwu0JU476hD6y6130lVf+r54NuLIJJYcOPGwA+kDr38ZvfnT11Sz5jE++7bX0jtf+SI67cgD6Y2f/paw5zxccMqx9N2Pvp3WbdlOV3zyG8IW8/D2S19CH3zr6+mFV7xbLKB5mDV9Kv38mi/QWS94Ad394MPit6amNC075GCxiOcJqjOmTZ1CP/jON+lFLzpf2KdG2aaXXXgBvf7Kd4gEDa+/1KUPMi55yfn09g9/MjDT6EnHHS3mkjD9Uv6NFzQRZ59zHn3+K1+jz33qE8LJpmaA7+rupuefeXZ1vpGmI+Xyx4Coq47Z6vemRTHDCuyr2OvUBEnyXBo+XzpQKaQnS1VVqHwGyjsAbdhSxg7S8eRHofCJ3qv3RJIfHAvbyStXw4Xh7MMu3OXLl4swTPa+s/jdngCvOHAkghdSydERHLK5ZuMWkY6VBy1rQbGQJ08OccuiQqlMibhFhWKZEjGLiuUyxUyzohllkEOuon7cMmkkX6J0IkbZgvvKUTosdl0ss9FWcXjZDqViFuWKZbFNplCirqa4OA4fL1HKuDdursfwNjKsODmFLF8scoZ3kNE6mZzhHjK6phPlR4hiqapjig2kfLJdrLyUy7Z4HcqVRB0K5bKoAx/fIIMsy3VAxcS27rlxHZqSCcoViuJ7/t01rAz3fA1DCDjztvlSmdLxmNs+MZNihuMaiQ5Rgori5urYZbJKObf+ibR45WnZYV0YK+47rdhozI4QpZqJ+KG4qYOcga1ktHSRw5/NODmVGzbrF7DTyki3kjPcSxRPk927iczumVRY9SiZnVPJGRmkTK9btp3PUna4TD/627/oM/97mB659FwyuhbS8OOPUfP++1P/Y89QgkWscznK9oxSoruLMmvX09zXvoLu/eK1NPX4o2j73Q9Q15GH0sDyldQ8cxqZo65DLd7SRNZgH7Xst4AGHn6MOo84lBK5jdS89CB62XU/oZkzptC1Fz6fjHiCUpM6hRMt1tFNxe2bKTV3AZW2rKXY9HnkDG0nq3MK2aODlJw8RVx7NgYTCw4SGW6MpjZyRvrJnHcwUSFLFHevOV9vHsL5WFpcU75GTLfqyRbFNeGHhZJtiGvF/ZMfILgXmqYhnKH8Xb5k08++/x065vBD6eFHHqXL33IldcRtUa7YNj9C5dwoLV+9jjZv3EBdHe20eNZUaps0hYyBrZSxTdq2ZStNb0lSnIXd7RIZ8RQ5uREymjvENVo7kKVVK56meEsH7ddk09Rp04WB27duPfXkSmSPDJLVOZmGn3iC4jPm0pTRHvrhE5voG/++u0rPYy2E8/afS598/tEUmzSVHnnwQRpq7aYF9gjNPvgwKmxcQ2b7JCoNDQqx+fW9gzQ9btHChQuosGk9Ne1/AOVWLafNrZNp06a1tN/+S2hW3Kb0zBlsXdPmHb20thSjeCkrKC6p0R5KHnIS2aMDtCHjUFNLm9B8KBby9Pgza6inf4Amd3bQ4v33pyajVO3f3LaUz1CmZNP29WtozszpwiCxB3aIPju8fRP1FE2y+7eS0TqJnJEBMtu6aFZnK8WSSdpGzZTj1U1+cCrlye6cJbQZmptb6Kn1W2ntyhViTHbNmEPTZ86uOsS3bNtOVMzScL5MrUlLvM6ePoWaW1qFY4Vt/qa4IepXKttiTuAxy9eMx3RbwiC7XBZ1NVjbzjDEeOYHD35AcIp5kW2QfbemFSO7XKKiGRdzBA/7TNER/U/0qWKZio5BA9kidaTjtGEwS53pOI2IusXEdrxfMmaKujUnuL4lmtGadOfBmEXJ3CAZ3AaOTUamX9SL68DCusTzIM8NI31EbVPIyQ6TkWgim536XBlR7xJRS7c4J8uK0Yg3f5fKVCa3Ddy2cB8eE5ZJ2WKJmpNxkX2wNRWn0XyRmhIx6unrp6XzZorVay9yjqNMmBLwbBdFnkvw/a+9vZ3O+vo/KJ6WndnPFsXsKP3tHWeIiMfx1CYTFb/+9a/Fqj9HNnDEwFjaT5u2bKOurk5y2H4SdodrS3hzC7+W2P4w3fsVg+cWHkN8v/K2ycEYZfujaNvivsb/PVuFyxX2TMUO4XulsGH4gcHgB8Sy+E7YUKP97r1IzMumey9NNgn7gx0drrPEISfVLmwVntcKRrxqP/HDHdbbtYT4PmuL+YLnkJhlCUcU10HMqxWbyFvj5HsuO53Etnyuwq7ke7Et15vnrEq7mOUCmZYl5i7TKZNTKrpzcLlEpl2utCHfnx3xHdsXxPfbyj3IPeecu49ddjWm+EGVt7Vi5OS5HZqJRnuJeLErN0LE+44MuA/LfG0Ge8U2zuiAuBfZfVvI7JxOpY0ryOxwbRU+ns12G9cv3UKF7VsoNnkmlXu3kDXnYMo9eifFps2hcv928btwdjk2melmsof6yZo0nZy+zRSbNpdKW9dS+oBlZA/2CHuHCjkyOye58z6/b59CTmaAjOZOob1qtHSSkxki4vNwyq4Nyfcsfo0nxT2Yuma69lIiLcpzWrtdRxpfzwTPf67NWjAS4l7AfYzX8dzr6vYBvt/ZFWcAX3u+bnzt+RrwdeTref2136Ijlh1KDz/6KL3lyqsobbrXn7eJ2UXKDg/Sk8+sop5tm2na9Jm0aO4sSrPuY36UBoZGaHBomOZO7XKvI9vGXLdChijRRE4+Q0+t3UCbN24UdLiDF86mtpYmYT/3b15P/Vzh7DCRGSNndJBirZ00q6OJLrv6a7SmL0P/93//Jyh6rNX0zY+8k644/1QqJVvpgfvvo5yRoGXzZ1L7pMlEwpnCfdygx55aQX2jOVo0pZ1mzt+PKDcs7rfl4T56dN026h8cooOWLKIp3V1kJhJCy2vVM8/Qqp4Rak/H6YgjjiSrXCCnpZuK+Sxt3NFPXV3d1NrSLLSyHn38SRrJZGn6lMm0/5L9yeKj8nOOXSLTcW3PgcFBymVGadrkbtdByX02kaaerZuFrSD6t9inTFY8TrNnzWTPKK3vGaESj28rIbTD+PpyxJoViwkK4ZrVqyidStOMefNp+rRp4vrxHLRuw0YxPvg5KV4Z00xrTKeSwhHDY5ifwcS8VLYpFec5zX3G4jkvIR5sKv3ELom50GS7j8esFSe7XCQrkZbmkzI7MwVJxyGe6bg8PvZQrijKZztKPGvxcSrzA18jnke4ni2JmLDteT7k1xa2rXjONEyybB5rFSdwbpTMeEIs8IvXfIbMZJP4LBy+FYcwX0eeE81YjMpGTMzj/GzIr1y+VX0mdO8H/J7HjZiT4zGRdTAVj1G+WHKfJyv1Hhwaovkzp41r+2ksbSeGtp8mWMTUroAjIjh8XQVPDMIZU/EK8/TMcww7oRjFyqoJT0j8Pd+chJ+GnVLVbd1teJB6r+wE5cHJD2KeE5zL5u8c2JYnJIZYaWMDyFvhKvME57jfVSKNHOHM4QPm3AmFo5O8iaUSeeUJenuvXC4Xww9gVQNLHIrr5R3b3bZYcr3mXGf+537tvmf7xgEh9+qr7RA63kX5ns/TO5fKqzg3cU5cmNcoFR6At/pWWckTD5din5J7jnwMsT9bCyXZy8+fxUnyq+23IW9bLtLstiZR382jGZrR5u3r1oWNFbed/dXG/LYd1b4RBJf56T68G5UQbG8lb/PwKD3aN0BvOPsk1yA0TPeBn3eqrNQaMf+VBQTFQzhvK5ySlRuKFzXi7cNGGptH3uqvsNldCqrrFHSdBAzPEWpWtuHPpugf7h786m1z3Xeuobc9/BBdcfkb6Iq3XFlZY6lsa8XFTf2gA5bQgfvNF+UJp5NYkTGoqamZ5s+eQWWOZKs4L6srQZVVm3mzZtLc1rhwxJS2rKq2SXMqSS0dnWQPWWRNmkqDm9dTcupkyq/to8Pnz6Ghob8L6hzjeQvn0AfOPYUolxHtfMCULkrN24/y61a41a04JBhzuztpdlsblUe5nvJyzYIp3bQwXab4pE4qD3B0l3vdp3e00vy5C1xHUTJB9mjFTDMMEc3krqo7IkJq2SEHuU5BdsLxCj0bht5KVqW/NKVSNHfGVOk77lstTWlqbe4kO2WT0caOqTiZ/Mrj2bFp+rTJbh9n4dZinsqT5gpjgesyecoUmjF9mhizQ4XKmBTjmqi9q5uaEha15tlgsai1UKZUwnKNHtt1WopHmcr45/Eu/IjeXOHVUYxL98HHqYxLbyyJyMWY90BXGfeVcvk915LnMt47W4kk5FcubrRQFg9pbOBUh1rRfVjzRNSr8yC/8hgWY9sRK5BiBZAf0vIZt3fyw1QlNTm3Kz+Q+VER7ljwVvA90f8izLui3TjSg89fvOd5mmg0784N/OqeR4lKlbbhh3AEG/seJWM8QUdMaexJ+4nHDlOGvKgffphhlOCVhxCPx2oiBTF7+WMeX8X3PB55QPI9yzWBArdlm437s/tw587Z7sFsdzGvklTFjfpxF3zce37FBhD2lmd32SI3gzcnsti1mAkrtlB1inTQBqrMhZXPwg7k7cUkVZmHvOlftZs8245bo/KA6sGfj+VXzynl7ld570UaefaUZw9Wyifcp7KNt/BUtc/E9458PG/banlQftWG88v2tuW2tSvzczAM+bV6j67cw6v3cn41ZZuialu4cz3bSaJ+3nbir/Ib36Ph1bVHylVnp1tlzxpy73WeTeQ5FkVxXuSH98dOgsoCNuO7376GHn7ItZ/eeuVVlX3dRVq24Tgq8fBly8jJ7+c6DYUAvVtaR0e7+HOj+yrHBicll7N0/0W0dMFcYQcapawbimIY1NHWSp2pVuGwI3bEDKfcBZvssIjU/sVnvimcK4zXv/hsesNLXygWs9mGOebgJZWFX5mBwG11yOL5YvFTOCUB7FA5bOli93qLe63vZN5v3mxacFC36xBkw0J0K0ckZJg/ZxbZfE0cR2hiHXPUka6DlB2lfP0q93lER3s7Ga3NleeFypeOQ91dnTSp4mwWNpKwlfwopDmzZ7rlsjMonq72D27ZuXPn0Ly5c0Vx7OypmmWOQ9OmT686Gj3HMV9f3EY8fihj2bOn3LHl11Mea5U5QjBJXJtM/MHc5pXnPY9J8yCUzQlovOfPkretZI+5Y9l99uM5zRHOPrsS6WhXkh+IV96On/fch9mKjeW428Zj1Xncf/XsM89F5tczX3lu5FdhY5XL4pmXf/X2mwj2k46YGntEzjHFXGzWymFvLf+xbgtn+OKQbZ7AeLLih6cguDchbyIOCsFzUz56+/Mrj0fv9+pNHd57A9zPbuVQKumHldtAqeKVvipaicpixcdFPuF7nfsq2eY8ZIvB54OhyG6Ypjv5tFkmjVZEn93z9vfh26VRmYzE1w4bhm69kxXnjNinQrcTt97RXskMMcBgEQ+V3nug69FQLzmcza9CC5NofUDdE595la/ymu8dIOI/bpMd/dVtCtsH6IAut42eHhyh7vxyiqcMKmxcRaadEyt84jiZHOUz/cSnkuxqoZaYSZn7HqRmk2j4/odFtFfu6ZXVzGTc0qmpzZRb+RSl2xOUffpxalk6if581x2iPU6f1S7Kp3yOrHKcLGZNjG6nZFuKzOGtlGTK2vBWiqXjRJked9HPMxStGJl8jVo73EDf9m5hUlHKzRpTjPvXfyCLfCSbhvLuH2MwF5w1kFdbOKqGpJstU7BsSgmnmXuz51gshyPWeJtYkhxeZfUcA2yE8B9jdLAmU6IzsE1+HdpBBt9EPWMoP0JOfkT0C3vHemFA5FY/JX46MD9CN73sTFozMEwLutpocXc7Gds2k80rMmtWiG1yq5dTmR0HTz4mPpe3+xkbS7kCPdU3SE2xtTS3rZkyy90sQfzaPK2LipvXVurkhyw7FV0Mu2ejeDXsIlEqTcSrTLzq6l0bbg9xjdjIqBjH/MDDRnOm0u/YCIH+zSu3wpjy2oEv9ki/OzbKeTLEQOMJozJ+uTw2jLyHAvFqVB3gnjFC4ATiiCTxWuGnsTOoJWmJyAP3+voPSfxdi6DiuateYkWyUp7BkZiIynxlJpLkVDKF8rYJkf3R3Wu4Yjl5ThyOxPNeeQ70MvPllLDuVNygYqVdef6tHJDSKFoj0U8qjmkvG5+XzdNzTFf2d1+8hy6e4yq3Oy4X0utYSjy8O3/jwwpRojLhcxQvC7yygc5/42W1T0NjLO0nHjMxXrUPobXXo3LgwxwvnFWpb+JhTX5eVR07IhOgG5pS3YcjDsRDFn/2KHo8X/P8AJQ9AsofUrkw06hK5UMUvexYZcel9VVOPW1ZEnVZ2I2Vcrxz4/lQ7FOJYOb6i7ut+6FKBRIfC5V5mYPQ1Ux6VepN1rUbOKJU7JOt7iPKwfmz4ninEtslWfdPnPioZI/hZ/HKi2JDPeIeZ3OkKtoA/H6kj0ynRE7PBrIqtqoI0truahzamD25YgOWt611sxD3b6JYKkHO4Ha33hWHiGiHUsH9jqN2OHImO+RGebDdwJ85OobvpZX7AEdjEUeLJJJU5v05CkS8cqQuT/juvbtkJP6/vfMAc6LqwvBJ3b5L77333ouCoKJgBSmiggLSREBUVFRU7BUEBcUGNqz82JAmCAjSq/Te68L2lmT+57vZSc5MMmF32WVL7vs8gU0ymczcmcz95lRSJ7wkUcLBpUndU/9X0+A5qQ6HOH4pmaUfuH5CSRBbCIww7gNoQYQbvjPTECgcUMJQmkZmnoaO45p53JXUBM3/Ho0lHLSZJ5p6rDEuiMxB9kDmcQDDbulEDSuWogtxCdS4dnWqUbEcEd6DZonPdLpm/q+mw2s6ICMSDq/hmNjs3s8kxrqjljNRYIRS0/ZVba86jTINhsJ55/2JkgK9hCciKjxd64TmaXDOzGOf6ZiGU0oso46Huiy7wHjWg/PBFsaMqm6jTaYZSRwr1aisair9/+5Oo+qK3ZkGnjRdYZj0/u9xhLPtEvIj07gNzNYIz/6JbAS1k6PJWzJFvbap95G4Vri/0nvviWAI93Zmfka9vvBSLdxRKpzzqlFZdcrrnmcaUTWfYZhYqiovbSBWw27w3F3dM/c38yOqw0LqJ0lWCDrDFIoA4qGiduQCCCOXkAgjLUo5wSqlw0OpVFgI7Th/iTpU1tZu8seZ3//M0ffghn/BoZN0XYUyFMna1RdaArTZzmvqlowRDzUiLaucSkymjzftoXn7jgoD4fe3dqJ6Ed7ffbZJiUdRMAp2hPjVtdMOJlDEtSgYo0Q4fi7XNOB1CSXBp59QvkCNIAlmUtL9O4KCCTgSHUf35PdmFAi4Q/pagiimjk3ru5/kc6dtpI4hLTHYQUkMbhAPNoqCfsoL7aSuV+KmQPaubN26tcgJVostozsEnuOBIoF5BXJ61VS+YCYa0TtFlG5Vy9P/9h3zKS7oj8oD+uboO2btOEBHEhLpoQY1qCggvF2FBKSJvbh6K9383WL68+gpGtSgOlWKDKdBi9fSThZBl11M4cU0xXKDFXMUIqQkhZ28anksyV/QgUrVSqNHjxavDR8+3PMaNyTlNqiXKcE4FF39lFXQmMdeu2l+b0aBQJRoCHLMmVH+wY6FRZpJCid5pZ2kfvJSIK+Y6B7hyMxX1YNiaXl5U5sTbc29hMj/1b7n/Ztn1Omto1b2PIWFj4eyVD79tvFuIZeTvF66uMx0HhWEFqug2LBKOOuopbDQzAuJaWTVdBzRp/yR3+cmhIZnYlZDkPG6rsOXmnonvhfpev5S+QKk72nCzTEO57wGh6Qz3lQuF+sKZra5T/VBzerSd3uO0IrLsXRb9Yqkx8LG5Nz8eVSyarTfjn3WUO9PJ7K8d9Jdc/YCzV5zgB7r2JTaNqxO4WW8xy+kBFLyyH+XGdZVxhLDbv51E5m7YKfv8ed/AzVtCvBsBBzW7z6dSd9/NlPTqePcGXcq49nTp6hj03qe83bUI2PoyREPeUN8A8E6jOjhXXhMId79tkVpBUtIsSi/x09hhkTe3Qc4ktznSVKGg0Yt+pe2XbxEoxvVod6VK1C41UqDq1alMf9uoQd+WUkfdG1FrcqiIDbrvsgiqVC4laPY3duHoq0Kul0ibN29Q9r94x2HWISZmtcv1qHrZuSpE6Y7F1BvTLtu7ziEoahrJiksxSA8gO2Q/0Z550zADfGazk06TGqdFjQkYF1Dzaz7kF3XxYWv2+i6oydHrTj4uRngPOWXNCvrJBOmO20dmSmsQBULzszUXYmkIIPirGgUYQTSUPMKRJyraSiAX2nMuhZWRoFVgdyCRtcGvaB38G7DAaI0eJpeKpvbeeqWvisg326N+Yl9Z2Jahq47IUuv4dumd4JqOvGxFC81ZVl9rqYu6z/DI3N03fb4tZ1323Mle3WaT8djg/nAx1Fl936v98rpItfxne40PfV72Ryp6jHxNyskbNIVFeZagXeh5nOneyVMy7L5ySc6hT3nJTs0f+vSN/W6+4tZM2jOxx9oXoNuAmdOn6KWDet6jv/oMY/ShFHDfPSCP3gXtYDL825rKJbuR0NkB233RX5uBdADXJeyOVcz9uw9NCBSUAohK/vHz2Ojv3XrMBw73WdQ5NzzN+82HiDSU1PKhP3t05RRp0s9n2G/f9EogOs+M7tHYb8efeQpv68M1CA4S73M9GPPnwfQ8NqSLl6094ra+w3FsIOlRFLIDFPlypXLl+9FbQLUbQl2y2XxcLvoJlgUqVUimjpXLktf7T3s1zDFqXjf/XT4o0+zvG50gnt24w66rlp5GtmmIRVUOrdpQc+P3erzOoqMnz3rrrGksmHTJjKHhJFLZwwsaCB9cuiiNbQ/Np5mXteaWpYpQY5U96QfbbfRh+1b0Nt79tHR+CRhmMouprBod+H5fExrLAiYokv7FEuVFD5EvY1cnucKcIPfoAF1zxAZlR+gCxO6MgU76OoZ7Ol8MFzYKjegjP2bqajRrlUzmjBqS5b008ZNm8hiDyWnWscrSDGHRoiadMEOxsGpc8BLChd5oZ3U9UoKsGEqv3B3ZZInB1qlB3RdFnKur1qeXv9n2xWXO/PzT1le56YLsfTkum0UY7fRO7d0KNC1Nlat30xjRgzziZiCqCpbtiyVLV9BEzF1Y9vmVNDZef4ybT13iWZd7zZK6YmwWemVDk19OvRlFRQhVXQRQcGI6NKTBe+vRCIJLtROecEOam0FOyhOnXHY3WykqPHvxq008uFhPhFTqn4qx/QTIqa6dWhDwY6oMWW7ihqfRQSXaH5TcO8NJJKCgDRMMXDT6u7eGdzGKdSKQIv0a0FyahodP3eRQu02qhATTtbMtq/wrqQzr6MrwyFC39X3QWJqGp2KjSfn5USqVDyarJkFsmFcRFcNq+jY4zsJwPaINCPRclX33qX0dIp3OKh8aChV6XELHfvyW01Y/5l0d4h9xZAIsppMdDA5iT5fu59WnjlPTUvE0Dttm1GJsFAfSzja09vRftYgVBb7m5HZEcWSud92Fu6eVfBdGenp5HKZfL4rJSmRYs+dodsHPED9hoz0pFRh+ds7NqO0tDQqU648Ld+wncrFuMOu8VqGyamJmLI7nWRhx6Eg8N/Fy2Qzm6lVaV+jlEpOjVLis0hZw3gGudcPnnAlyL2/RQGkkud2sU1ZvDO4keU5vZFj6QalKHKbuPgEOnXuPMVERVKF0iU9cxzauzscTk0qH7om8nk79nI8nT55giLDQqlS2VLss8gacF0x/SbD4RSpTRamPU5cuCxKYlSrVJFs5SqRgxmn0jIcdOxCHIXYLFS1nHdbvfrHRaF+NJt4z+GkkDD/eg6g9IenW1rmbU1IDhrP4Lugeex2u893XY6NpcuXYunehx6mwSMeITW7G8vf0Kap+L9sufL077b/qHh4iHu7MzLIQYonYspksO6ijtkemqMyKUUNs9VOTl1JB0nhIi+0k7peiRtpmGLtL/HAyWE0ZRjmF2s+oP00D8BSW3yKv3XnoNpaXU8aU3v6egdqq1oQm5m2BC6laC98aktRfX2XULVejo4Mh0tTl4bXitGLT80Ey8UYq3HgUzsqLZUOnDhDD782k/7Z7u3cEhUeSk/0u4VuaduEek+eQcfOeutFqbzxQE9qU6UMvfvHGvp1817Ne32a1aGbKpWlF//eRCcTkqlR6eL01Z1dKNxmFYYtFVU0dvxxCaU6ndSvZhW6v3Y1enPrblpx2t0SF0an8UoGDagSI55/f/AYfbL3MF1IdRumsNe1i0fRvksJFGK1iLHcFhtHg/7ZSN81r071ypeiHzbsou+Xrqeth07QpcQUKlcihr574RFqU7+mpibA2p376N7np9Hpi9ri3LWrVKRF339BlSuU977ICmnyzr7zv/uWFvz4Le3avpXi4+KEgent2V9Rg6bNKeHCOXr56cdo5dJFnuUfeHgUPfHM8/TiM0/QT99+JURllSpVxHsNKpWicePG06pVK2nTpk0+x6B0ieL0zfuvUNf2rcjFjq3mOOtqQPAaWrwWgjlcW/MkrGSy37pSGUkpPjWlOLsuXqY6xaPIlOEiR+bvIj0xXVc/jNUk4DWhWB0Lc5S2DpiSWdNJhNmiXoJRsBAzAip83wPk7GvbC2cY1noyZXjrjYSFesV2pD3Autm1ws46GupvNrKb+o96FLzGiUl4AN2EhmjrS/DvsrDrhP5aJ9q7+0NT+0A7VfGaEgo7tzRjr18dqzdhSk/2W8/FvT3e9dkya5KkK9plJBIJ+3maTaJ+i8kgakp/H665cmlquOj0k8u/ZuKR7U5F+5lUdn3hdZz0wfBqe3Z9jUZee0r/Ga6FjK6dMJDw6x3fJb7fPh83qBHlU/vP5aBV6zbR6Emv0O4DhzwvV61Ynl5+fCRFRUbQg4+/QJfitPWjIsJC6dt3nifF4aD3vvyJVmzwRo3HoEFIz67UrFoFmvDhN3QpIYl6X9eKvpo0PPM7+bY56fm5v9DU+cvEtfuVwbdTq9pV6bGPf6SN+4+JRcqXiKE3Rwygu1vVoZS0dHrjx6U0bcFy4aADJaMi6J2H+9CB0+dp0eY9tOPQcUpNz6CmtavT0plTKDwkhKbN+5V+W7uFtu7eT8kpqVS/VnVa8tUHVK50Kc3c8PX//qBHnn+DEhK15QY6tWlJf87/jmw2Pj8w/ZS5SzAeTZ86lZYuWkj/7dhOqSkpVLteffrq59+pZKlSdOC/rTTp8bG0Y6s7fc9qtdKTz71IQ4Y9TAPuvp3W/+tuyKTqp1oVStPEiRPp66+/piNHjuiPMtWqXpV+n/c5Va9S2bBGmM8tKq/jxOdCC5vTAhTWNtIaPvDlNMc8gEOOz9O6ml7qfOyCWOX1pwJ1KsxqrS2jdQSotWZlUe/aernaEefP+G9Z87s23rIAm+zU/p7Z9lmYttfXKjbatiwn+AQYR66ZNLW69KvgT5xebW1y6sZYo4Xd+2RVZBSpJOtIwxQDRimZ52lcmDQ3mfXzIjp8IZ5mz55NderUoZSUFFq0aBG9MG0aPf/5fFFn7Msvv9R8Zv78+TRx7s/i7wYNGtB7771HLVu2FJ6qdevW0UcffUQ/bl0lPjv73Wk0bNgwWnPiLHXX1ZI6cjlBGPmu69ad6tatS9OnT6elJ85SeNly9Omnn1KtWrXoxx9/pHc++IBSG9SkuPQM+urAMbr//vvpvvvuE5FIX331FX3++edifTf2uIU6duwoans88cQTNH/THhrUsSmNnPsH3XjjjfTYPQ9QtWrV6MUXX6RvlqzxGKZUvvpzJUWWKEVfTn1f8/qIESNo/sKl9OiQ+93bffwkPTjgYTpy9Cjd278fjZ/0knj9+LGj9PTYEXTzzTfTk088QVWrVqXnn3+eFs7/nmrUrUdD+95OiiOdPv74Y7G/K1asoLfeeov27dpJ/65eSY8//jg1bertoLNs2TKaOvU993GaNYsiIrSC54033qAvfvxVGKYKChdS0ijKTzckGB5/PnGKQixmurdYjRynWJpgPMFngzzVFzeOwT0CRahOQi6fy3LuDG68ESvBDWaYvL5GTpn2EYVFFxM6BNoiNjZW/H3/+OfF+23atKExY8ZoPoPu1rePekb83blzZ6F1oAfi4uKEJoA+eD8uTnz2pptuopdffpleGdKbqpYr5fP90/73Fw0a/CBduHCBJn72P/Fak6bN6Kef3hPt4D/88EO6/9VZFPr0EPpo4Wpas+84jR3/GPXq1YuSkpLonXfeocHvzBFGngEDBtDAES3F5x566CFa8u9WiggPpWc+mCve6z1wsKjfNGTIEPplyUp6+N67Ndvy4Zc/UJu27Wjw4MGe1zAeY8eOpTXrN9L1HduL1/75dwONf/YlSkhMoCcff5zuuc+9/NIli+mNKS/QvffeSwP79xMNlrCuvxYvpPadrqM+t3anRo0a0bx580Sq3g8//ECvv/gcrVi6SBilMK7Fi3ub3EAXvvLKK1SiRAkfDQtGjRpFP//2p7soepDgU6w+aAmuSLmiSF5oJ3W9EjfSMMVAKhi6cwR78XN4GfN6DJC2BgPP4sWLhYEJEzsMRADP0T3o7rvvpt69e3s+c+DAAfH/rbfe6pn8YThBaPQtt9wijEKPPvqo+Gzfvn2FYSpd58G9lJpGvxw4LgpiQ5RBoOF7L6Sl057Fi2nmzJn09ttvCyMXtm/atGnic++++y41a9aMnnvuOSGseHdIfPfx48fFd0+ZMkWEsl9IdEdkwDCFFt0wGn3wwQcinF1PeoZDrA9Gtscee8z7eno6nTt/UXj04PWbNXce7d23X4i7N99+l6rWaUQlSpakELvbCwQxCUGG8Zk6dSodP3KI5n8zh86cPE47duwQwvO1114T4wTh+MADD4jPde3aVXRy2rBhg3iOfVGBCFM9jtWrVxdjgzbkd3dzi70Ll+Npyb9bKD4xmaqVjKJOTetRWGYI/YbdB2jr/qNUKiaKbunUisIyI2qQYrBm5z7ad+wUlbSb6OaWDUQqp78bna0nztGeMxfJ5HBSo3IlqX5Z/6l63auUpxfXbqPzKalUmqVSTv5vNx1JSha/62MZaRSblk4H4hPpttO1aPx1zejgxTjavXQdRYaG0E3N61LZzAni3+27KT4xiZRiJzydiFp16EzFYtxdGs+cPUu7druj/Tq2b0es30zRRra+lkgkfkCaPdKxgh2T2USKPiQ+l8lwOESq2DfffEMHDx6kGjVq0GeffSbm/6VLl4ronebNmwunk8qxY+5oJmgMGEdeeOEFevXVV4UBBXoJxhjoHXxWNUz50yvu73dSu3btRETQggULhH6BYxHGoxMnTtBPP/0kDF73vPapcGZA50FX4LuhJ9SbsJCQEKGRsJ7hw4cLw1RaRgYlxbqjonv27Em7du0Sn3v44YcpzU9ReegjODehIWfMmCFeS011f/7U6TPiu7ANr747TWiKunXr0eNPTqQSZStQSGgonTl9Wmg96KY9e/bQ+PHj6cEHH6T9e3bT1k0bxL4tWbKEhg4dSjt37hTfERYWJoxrADr16aefpvPn3dH2+/fvF/8nJyeLqCmVbt26ie9ISEigWtWreZyNK9ZuEMezQa3q1K55Y2Gsw7FdtvpfOnTsJFWrVIG6X9/Jk4aZnJJCK//dSMdOnaEaFctSt45t/JaISE1LpzVb/6P9x06KiLg2jepS9YpZbyyFcdt99CRt2nuEHGSiulUrUruGdciSGYGN9//ZspN2nThP5UqXpB7XdyRbmFu3rlm/idLS00mxuTsp2kJDqX3HzuJ443NHDh+mg4cOUXh4BLVv0cSwxEVRA92pg/vuUiK5MtIwxYwxatcINfxbb5zRPDcI6WZZM+7n7CMWFnKuzyflOoanuqSbjFP5Ullb4ziWysdD2fXrQ7qiCheRJlbPCMacMKv/8FU9mmhYdtOqsHQYnsYlsNrooTtuomUbdwjDhwo8UjD+8LoBf/75p893vv766/Tkk0/S3LlzaGDHpnTg1AV68803xYRuhJoWNu8/d+h7sUxjjgqMM6jLAIMOQMQRjDcQamjBDcFVs2ZN4SFU6VyzIh26ECcMNQDbJHYvKoqatW5KdSou8rymevPMEdFkq5gZMWV3G2rMEVFE8Zfo0qVLPvv7xoef0A+/L6JZb06h9z/7kmrVqi0MSjDMjX74IbFMxUqVRMHNCRMmiOcQcGD1X0vEo1WrViLqSRVSTz31lBBR48aNE0IWbNy4UfPdEI+jhj5Ec76ZR5fj4sRrL730kogkg6Ht3m7t6IU3ptLLH3/j3merVRyvUtER9Ncb4+iJTxfQoo07hZjCuJaMjqS5z4+mauVKU//J79OOg8eEGMFvrnhUBH39/Gi6oUVDsmaGOa/fe4TuffNLOn05QSyneilualCd3uvViaJY/YiUxGRqWK6EOE//PH2WBtetLiKlxm/fQf+ed+8f1vH9oeMUbrXQ8AY1aeH+Y/T3oRO0/fRFzzYiFeWzKRNo/Y699MG8X3zOoeLFitGnH82kxyY+RUeOHPW83qJ5c1qzaIEnDUWxhvr3FPqkZLDQfU0qn+5mgD9nf4ey3xgFSOvjIesh+vwTFpId0ACV4U7ZU9KSyOTwplLyvy1hxmmCXHfqAyuM2jHzxBd+PdHDxztg6D9Pm9CkI3rT+sRzngqQOQ5mXVv1wg5SpHK9K1+QO3SCGVx7cQ3lEamadDv9ucHLA1xhvZ71sfQWM4s80K9bMdBMeoc0T9lzGKTv6TUXz7DR2p5MmiLwtgDpiYYYpC7rW9mbTGYaP2wQDRr3NG3d6u6uu3fvXvrrr7+oSZMmwjAFMLfr9QR0ACK3r7/+ejpx5BDd2rEVbdl7UDirAusnp9+5SgWR5DDewEilOhehQ7BNbdu2FVHccM7xzmwP9LiO5q9cL/SMGm0udj0skrq0aEwli30p1otthhNSfLc1hFwhUZqxUkwWj+FNv7+DR42jWZ9/SU+MHU1LV6yifv36Ufv27WnhwoXUt/ddYpmOnTpRaGio+K5ixYoJ5yL4bNYMoQ2g3eC4Q8S+qoPmzp3r0VMA+3ny5EnP8/LlylG3rl3ox/n/8xjJRo4cKaLUShSLoa6tm9LQRx+nuT+4dQP0CX4/bZo0oDlvT6Z+j06i7XsOeLRJwzo1ad6Hb9O5Cxep36gn6ELsJY9+Ut+rX6Oy5/vn/fInDZ34kjBOqdoMjLr3Tnpn/BBNrbHkpGQ6ef4i1axYzqNXTpy7SH0nvUub9x121941ue+PmtSqSt9OeYxi0hW698lXaeWm7Z5trFiuDH0zewY9+8rbtOrf9T7nCHTSiOHD6elJz9DFi7He8+C+e+njD90GRR+dZKRPxG9RMdBITsN0P4U95ylngeDpwBr5lNV0RPJujwu/Hb6tTu9xyDyN/ZZMyVH9Ps1vhF+QdNFrWW1mw0sh8L+ZlhKw4TeRuwSCGcXviwh5oZ3U9UrcBIeZOosgX55fhIKVcHve2yub1qlOzzx4jzCAwOOEtDWEUiMCSgXvIWJKfSASClE7jRs3Fh45GKV+27KX/j3kFgTq5BuIn/Ydo9tqVvYxttWrV4+2b98u/m5UMkb8DS8cJv8uXboIjx68i/CG/fbbb1S/fn06GhtPSx+5h6bdf4vP94TYrLR+2kSa96pbbGUF7Be8n2vWrPFEM8F4dD72Mt3UbzBl6LyXSFlEaPnJEyfozOlTYps4EGFYJww6XIjgb0SZwdCmAiMcxC1CzytXriy8kNNmfiRqLMDrinGAQIOwCrXb6duFy+mV2d/SM888Q2fOnBFeUkRcXYhPovbj36INh07Rzz//LF7Helu260C3P/kWdXt0CqVbw+iff/4RY4lIrtbtO9JtE9+mc5fivdvz20oqXqGyGAt0uzl37pwwiq0/dYmeXbjGs1xyegbd9O0i6vPzcjKRib7df5SSHQ7acuGSMEphX7B9MHoi/bNt5+vok92HqHhYCO08e0nsD7YRx7df//40aNJbwigFUQ0Pr/pYtWoVXbp8mQYNHUbFi5cQ24LtRxTa5i1bKC7eu+1nz1+keQv+oM+/m0//bPlPiLaigincXXNNIpFIODlp1lEUQc3JvOb2m7rS8Pv6UqlSpYQ2whzdsGFD+v777z3LINJH1U7QWKB79+5iPt28eTPd1a0TzfltGW3bdzjL+skIVT9VKV2c+nRuLv7GawARUdAA0AP4H0YdbNupC5fo6E8zaOyA233WV71SeTq6/AeaPH5ElrehT58+dOjQIWGYg6MRxhREsW/aup163+d24nGgDbAd/6xeLaKbMH4cOPCQXgiDDNdPMPQgQg3RPyrLly8XWkaN9j995gx99e084RSEroVWwzhAX0VHRtLoSVPopz+Wiij6ixcv0qlTp4Szcf32XdTmrgcpnaxCI0F7wChmsodRl3sepDuGPEqNmzYTkVvQiqtXrxbd7vo8PF6jM16e/gl16XqD2CasG/oJTtdZ836haV+7Uy/BrkPHqNptQ6hR30eo5f3jReQW+HH5v7T/9AX6448/xGehoaCB0iyh1HfS2zT0+Xdo/6nzwsAH/YTtqVG7LvUa8JAwSmEcuH5CBgJ00oQnnqD27TvQ77//LjQX9O1fK/7WjPuBQ4fpq3nfi8e2/3YXqRQnc6YzWiKRGCOVhC69LNjT+EB8SgZFheS9zTIuMVlM8ghxLl++vAgBTkxM9LyP9yCkVDAJQ4ihHhWWO3DmIiWlO8UErnrMUJMgEOdSUqluiWjaftbrsQEIA1e/G4XME2IThBiBMIEXDZ5ITK6PPPKIMFr88ssvQngt2n2EipfWFsxWsVktVDw68orjEBURTgcObBB1qjBZI6UPhhR4PCEmUF8BAgvgb3gfJ02aJJ5DFMyZM8eTZshTH2FAgxiCCLh8+bLwlMLrh1B1GJ4wlgAh/YcPHxbj/eyzz9Kvv/7qiVxDmiNC2BHaj1peK1euFK+/OPMr4eGEFxQGH2xrhQoVxHtJqen0+lsvCgGM49q6dWshcISRKDaO/vfHIlEPAyHxMJxBSMLg+NkfK+iJ2zt7OgNBEOI7YJyCIQ1jMnnyZHpiwmP0Rq9OFGq10sbjZ0Whe4jee+65R6TqvbF1D91YEUl5JMLmISIhPDt06CAMmhCja4+eEXW1YNirWLGiqNMBwxoE5unTpykyMlKsU414gzjCNtStXYeSU1NFCsV///2nEbMY08cmTaaPP9fWlahZuTyt//YDMi5NWnhQ4i/IKglFANmVT5LbICVdAmeJg0Kz21UiB8QlJAptAv1Uu3ZtYTyAhlLBe6p+gtEC8xnmPjXlbPu+Q6KcAZwzAHMf5v+cAP0E4wQ6/EWFhtKRSwkiRVB9DzqhR48eYi5HWQQ4dO666y7RBCcywn8iPJppoNvglUCxd0RrIZUQRh6UVkDkFnQU6j9BY9x+u9v4BR0HHaLqJxjoYFxB6h60Chx0KjCgQRcgCkvUxBo8WOwjoulByZIlhdGnf//+wgCE59A0MDbBsQhnHtIroY+Qiojvwdhj9I+cOCk0EI4XjFb4X9VPCUnJQmvifZSWQHojarEi0gvRYzA+QudBiyEFEwYt1AVbuGIN9erm1k/QTtA+eH/37t3iGGD5QYMG0Ze/LaXHHnDrxIWr1qMrjNCQeG/r/iPUun4tcmSW2sD3YuxgtEQkGZ5fd9119N+h48LIhog9jDfOQWgijJd6zKE31Rpb2B5oPGh3aFGME2q2woinEht7iYYMH0kLFy3WHN9bu3el+V/OLhK6w5VadCKHghXZlS/vkRFTbCDg6QoUMZXmVDwPdHFRH/x1ZIzxB9amPhClY/RAAI/6QJCk+kAoufpAnRz+SEhzeB7JGU7PIzFd+0D3GfWB8HP1gW596oN/T3SYTbMPCMlXH3w7A0WoK/Zwz8MUHq15IJ3NFB5FTRs1oFoVy7prFt19t5jE1ZpOAJMYwp/VBwwdMMQgvx8iICnDIYwBAwcOFJ9DTQU91rAQske789wzXC6Rphhhs/p4YSAYIOQAxhZ/QyygTgK+F5M8REuk1SQmVYgYTMIHLieQLUYbRWKOjCFbheriYS6hzelXQiLIVaISXbLG0IJ/d9Hqvadp2IhRFBMVQY1qV6d2LZuJQqSIHLvttts8kzqMZnjAwAKRqT7HGAFRGPQXbfoZamH973//E2MEDyKMLTBeQYCqXjqxv6nJNGLQAJHmiYKhEKuoMwGPIMQSloM4wvFBWqMamQWDFQw3MNiEh4d71gcg1iDQAAw+8O5BnGJZGKogYqqULSUEHULgUXth+ZY9ZC1ZXjyG9OlJ8RfOkDXxAn047n5yZGQIgYgoNhyfRJtNCLzYzMOIdAHQpWo5WnDkJK24cFFEvkU40uj+mhWoXblSIl0RgkktVAoDHYQfcjdUTyu8rp7jaDYLwxXGG+fCff370svPTiSLSREiHwYsDyYzvTH1A/r8q3lCeMPACO8wtvng8dO0Ft0nkcbAHujQoj4CgrDpzAc6oKgPpOWpj0ibWfOIsXsfEZTmeVjT4jUPc3qK5yFCzDMf6M7CHyLc22QmU0wZzXLkZA8duJaqjzCrxfMIt2sf6HSlPnD5VR/alVk1D8Vq9zzc3RIzH2xbxfa6HN5HRqr34WAPZ4bmYU5P8j6SL2U+LlNRgp1SufqQBCf4vSJK2EgbcN2BB9cxXJ9gWuYP/XeoD/49SB/kDw5fF9c4+gcauXof3u2Bn5I/9NvnWXdmbVI8wuxWzb6qaejZifxApyz1ITqd8YfZSukOF13fvi1lpCSJelFwQGEOQwSzCiJ6Ve0Ehxo4evSoMMyAxJRU8RnoJxh1MLfqQRkG1FcU6VGZDzRS0aPqp9iEJLoY7zaYIdIGQD+tX79epLtFhliFkQfbC/47fpZMrFOaAF17w6LEQ7GF6rrkhpESVoyOX06lBSv+pR1HztCE8ePJ5XRQl47tqWrlSsKBhQYucKYBGFVUvYS0Ough9TmcbQCGIzjyONAzW7ZsEfM8jDEwDMFRBh2Ez6llEMwuJz3x6ChRqwqRa6puw3jCKYjvh36CARAGJDgAYZC54447xPfC2YjsAFU/QXNBI+F7VAMZHGDQm3CGqg7CqpUqiMht6F4YJpet3STS2vEYM/QB2r93N9WvVpGmvfSUKBOBz2CbTp+/BCVAxy7G08XEFLE9MOKJfb6UKF6/s1snKhsTQYd2bqE3R99HNSuVF8Y+9RyB0xaOQFXjYbyhNzt16uQ9jHa7cH5COwmn3dgx9NwzEyn24gVhpIOBijNyzFjasGmz0IZwMu/bt084Zv9YupzOnDsvUvf4wxCuAfSwyQq2Y/WBDsL8wbWVlVyeh8mZ7nlodBD0BfRZ5sMIMzonGkyYmusbGd87al43ax9q2qVP+jAfE66XxMPsffDl9JO7ke7TjQOhvEPmw5Se6H5keAMOCjt5pZ2kfvIiI6Z0BR1lxBRRbHI6RdvzNhx9/Bsf0Aff/I9KREfRjW2b0ZJ1W4XHD8YTPV8+8zDd3aoe/bPrEN307AwRUozC5qg1BWAEQI0Cf7y4dD29s3KLaFfbsmxJ8RoMU3ogQGC0wQV96/lLQlzAGwQxibB0TMQwiMUmpwgjDCZdTMSfrjpKM/7aqFnXu1/Np4tx8dSsTg0a/85szXuff/M9XY6Lp+Wr14j/ORBN5cqUEX/Ds6lGcGEbVIMdjEIoOornWAaGKgADGrxefruoKYoYW7UGFcQRxNK2be520Vt37qLwsDC6GHtZCEp13/A3DGQQFyi4jrBrCEq8h1pbECnwsGI7MP4QFDBUYXzwGYje5/rdSFO+WyL+hrELIgVGPvyN8YUogpEPz7etc0e+ge6tm9DBr98S2z7m/a9E0Uh4NT/55BORanrH9O/pOEv9U1lyxG0s+nHvUYq2W+nDG9pQutNJH+04IMQ5PLZqnTAUVkWHwRHdW9O3a3Z4tlEF5wCK4yNCDd5CGJzuubMXbfx7KbXvfqvme5OSk+mNqdOFMIV4xHGC0RDeUFAs2usZLMwo8eeLhOdSIpHkLmoaULCTmJpBoda89fn2uHcorVq3kapXrkjdOrWlZavXCQOQPx303+LvqG6VivTh1z/RhNdnCIcTolxgHFD1E6+dyek18W2yW93Og0Hd29HYu7r5XQ76CRFQmCd/WbeDnn32DvEa2LRpk6jfBC7EJVKVmnWEhgBPvj+Hzl+O12z3oMeeo8PHT4mIsPc++VLTFXjCM8/R2vUb6H+//eGTeogmMMnJbkcdNAl0BvQP9k/VT2qNKTyH7oBxCVHx0BXQeapzUq+fECmF4uwA2hNGNrV21PrNW8hsMQuDEddtamdpRMJD18L4h++FIw4aAbU6YbgCiOqG/sR2QIPASIX1vTRuGD0/dbZIh8PrMNggEg3rO3rilDBiQUNBo5w+646EAyPu708jBvahlNRU6jVotNBjOD5wANusVqrc5W66HO/eTjh5Vfo9/ab4v0GNyrTpi7dEeu7sBUvo4InTNHvyS546W3DYwXEHR/GL4x+mye99rNFPQreNGSOczlg/SnU8PvFp2rZxHQ0ZPIgiS7h1rsr2HTtpwa+/CaMiDIHYH6wDYwijHfRpUcCV6j7vJRKJMdIwxQfDYiazy6Up2hmMlAi3i85pecmSfzYKjwsmZHTbG9Oms/BGqYUn/dG+XjWqV6msSGuDqMJnEZEC8YBJV/VgAYgvtZgmgFgQ0TGZRVlxhLlXAVE9SGdDCDXCwlFsE0IBQCQgfBoh06Il8/33C+8ajD0A+wFvFgpoQrRgsoYAmUPLhEEHRgpE6UCcwdCBznaYdCFK4A377rvvRHogDF8QLXf37S+8mEg9g+cMn0Mkkx68B68Sxg8FOeGBg7EIQgth2TfccAO99dZbYlkYZSA+IVAmTpzo6dajFkX/+++/qVb9hmK5b7/9VkRUYV0oTo/9hRDDOCAcH9ut1lxAGiUMhPhOdM9BGiBEHICXDN3uAAxSGB+A5dGtBh5ERHJB4MCDmJzq9l6qYIwen/UdfbZwlfAe4vjgMzfUq0rLdh8RaXn4XoD9QucftbgqjE51i0VSYnoGjfhrg/Ce4nzA9/FzRHQ8tFqE+MY2qoZRGORgiALwRqLOAzyOn8z5im64zh0uz9mzb7/4PM5DjG/NqpXo1afGC09iuZIlqE3jeuS64I0oK6yYoksTXfQWfpcUTvKi5XFRqgUiyWFXPn3jhiAkMtSWp/opJSVVGKXUlHzcyE+a1F1oBDVaxx99b+1Gk979SGiUL774QugZzN+Y8xApDC2hgqgqrp9gdHh2znwafFMHijS7f+dcP0EzoCQAIragYaDR1KgozIEwssAJhHIMWEZNmYNRChFfSKeHgQXfCf30wnturYZIIzXFDdFFai0mAIMT9BX0BlL88R6MPS/06CEMXYggR/od1osUNH1xd2gx6Bq8Dr2GCHBsB4A+wriqzj6sH/oG0eQwuMCwB1AOANHhSAkcPmKEcMyp3aWhTRD9Du2C9SDy+s477xT1l6CfsF/4TmhZaC2sA1FJqi4BEZkGGYwf9BP2GVHw2DdoLRw3REPhGCbFX9TsX2pqGvV5+DHatHOPMIoh0h865saOrWnznkO0ZInbyARHJPQrdC/A8cO4bdx9QKRaPvL2J+LcQlQViuYDvo2R4eE+Gg8GKdVpinRSRJjDaDXv+x/oqSfcDlLO5q1bhQ6EhsUx6NXjJrq/f19aumwZdWrfmmLg2MvQ6sPCCCKmXEnGBd0lwamd1PVK3EjDFAPRUvLkIIpLyaAIW956/MqULC5Sq3DTD6MBQsExwSOipXqFMsKIoubyx2TWIMDENWfC/XTLcx8KgYD8eYgfeK5gLFG9OfisalTyx8JDp+hAfKJIS8OkDhoXjxFiA14xFDvH/0h5G9ykNl1KTRdiDgYiLIPXYSDpVLsyrTlwwrNeiBcj1OguDiKMVCMOvIowasCIBe8YaiHAO4boIxiLkK8PwxvC42E8A3Fx8X4LlqJIux6sE2OFKB4Yl1Af6aaunWnZyjUicgpePQgLGKnUAqoQeTBQQaioxwIh7fDqYTvw3TAG1a5QWhTCXLdunRBqokhmWpoIUf9750GPh03tFoSxgJEHQgfdFDFuqIOAugYvfPKdqFUy4MZONOfXxTRzwV/CoAjDHkTYDU1q0XM3txOGKXxONZBBVEEUquMB0dSybAlhlIKBDsIUxw4C+4UOTemFNduEYRHbuOvEWToXnyi2UW2pXaFENI0fdS+Zi5elkZNeEYIa2/vvmtViDFHclHPmrDttAQY2eGob1a1NPbp2plJ2F5WIic56Z6YCjpJ4SUZMSSQSH3jHtWAmOS2D7Pr2zLmI3W6jsNBQMYfiRr5Ro0ZijkYkNYxL6I6GFHnVERcd6Y44KlW8GM1963m6a9RTYq5GUW44cBBtDWeZ2tEOn+W1llQwhSHi6aUF7nlc1U+YKzG/YX6EkQn1KeEAgsb4660J9PjHPwhNBecbNAg0BlLQurVuQss2uBvOIK2LpyFyoCXUWo8cpHmp6YIwuMAAAkcbIp9gtMM6oa9gFMH8j22E1oHWhG44f/6C0IqaDnXJyX6/C1oBdZRgrELqHL63U/u2tGvvfqGR8B6+D4YmVeeoqXnQuTAk4XtgdME64IRUdUutKhXFccPriKRSdQlYsW6z+B/aRC0dAKclSh+geQ3GFHoU+glpkhNfeVsYs+69+zZ6bPKrtGrDFqGNca5AF04cOZgaVK1Iy9e94XFOQltBz6rPMd4Yq5Vbd9Hk2d+JaCeUioCOigmz02P9+9ObXy0Q2hTjvXztRp9trFm1Mk1+fAz9vX4rTf/oE6FdsW8HDh4SupLr1tOnz9CFCxeFgQzRUXAit2vdim65qTuViomgOjWrU1HBleaO6JNIJMaYlCC3xOAiiQn28InToh08ajSpEVOpDsWwvTCvgYIwZxXkJ3P4cq4AbYhRy8kf/DuxbZwLyV7Le0K69700h3ZlPAIszOadhGNCvHbJcpHebhHFw20irdHfPun3L5yFrFtEVSw3pjRvTrElURsmbkq8SPuPnKDJ0z8VE+fpC5eoeFQkNatTjSbcezs1qF6ZHnl7Nu0/foo6NKpDH0x4iCwsAffMuQs0+/e/6fu/N9CBk25h0rxmZbqrY1Pq2aAqTfp2MR04G0suVozV5XBSh4pl6Me9R0TdBggkeK4QabR6/nz6ol1LmnP4GP184iTFZzioYfFoshYrQSfPnKb5d3ahPw6dpLm7D9PJ+CSqHBNJ93VqSmO6t6GPVmyi77fsJwcT5SZbCHVs2YSaN6hDH/3wO6WnZ7ZTzWzF27xZM+GR/O3330VYNrx+fy1bSqv/WeOpeaACTxqEIgweMBxBHMB416hBfVr193JxM1CvUROqWLGSEEio5cRvEFAMnufzq6HpnuNps1GFsqXpyIlTHk8YosVUkYL0OUR0QbBhmxGeD28kjIHwwiHiC9FPWC+2E51sEE2GYufw7KHIKX5f8PShCCm8oRwUBoXXFh47CGS13oLaehk1DPAejHZqYdcO9arRiB7t6Z/dh+nY+cu0cPMesTw8cq0rlKI6pYpRhegImr5mO7Vs30FEucGTrKYuqkC4QzChECq+c8+ePUKsQ7TzcYIAg8iGQFu75h/RHREh8ngOMczrUiF0HyKRGwcxxnv++JIq2I1v3Cwx3nB6KuYu3O45d8NYDTNWj0PUH1HR1VMwObznkSk92bi1L0OzPtQV8YMJdT8SL3k/E+JNvc0Ic9fuUolL815DUti1VD/lhLBrSKTd+3e4wvYhzTgEXrHY/LZZ99n2dO86UGfK+7dWLJrZcyXDfc7FJyZRiTa3inNUjdIrzPNdq+cWkBX1LnIRR2oSbZxyR6EfI0n2z6djJ09TieLFKIVpFC5DUK/JSBfxDrn6DDheM4rrGL62QP1qeGmGdN2CXFuh1pX3M8br4/YmrvtC2RswEKCRjuczbF9tAbQif4bad56/UxO0y6Un0+p1G+mtD2bTPxs2U3xCIpUrXYo6tmpKzzwyRMxPj7/yHl28dJn6334zTXpkqKaAyd79B2nm1z/Tj3/+RWfOu6NsrmvdjO6/swfVr1KennpvNp27eFlT+9BKCg26sT2djo2jOSs2C2ciHGSIoKkV5qTXB95ML/+0nL5ZvY0cThfd1KI+vTR+JDUOS6P45FR6Z/5ymr14LcUlpVDjahVpTP/b6L4e19PY9z6jv7ft0cxBMOAMuKsXxcUn0G/LVnrnC9QMNJlErUoYxDBPQxsg8gl6A3Ws9MZRzM1wqsHRh6giGM2gN+67d4DQJjBSValWXRjOEHnO9QkMJZjjUUAdTlF/htfIiAgqXiyajp88LZaBnkN0ERyjSAuEgQ5GKURLwZiE15FKiCgtRIDDWQbjGX5D0DCoJQUnIt6D4xX7CEMYNBXS2/SOSETrw0EH4ySARoNWgxZE9BKiqmCoU8s4gCF976DmjerS7v2HaePO3XTg2GkRMY913HVDB6pQuqRo2vPy7G+FoQ2RatgPpIpyoENhHIQjE0YpGNdQ4ByaiusnbDe0Va1atcjpyPA48WD8hCGLZ0lAo0GP8XpfFcuXo30bV5FNCRCNyfSKYgv3rw0A6iip7/mrQZWJpk4Uq59pYr8JJZCzkesQti6zPZRc6d7ftqiZmYnL6q2nlsquTWIT2PWJv6PvLs6vKVY2XiZeF46NgXs/2PNAY8LXwSJj9ZpSc+1yuN/DNapkgzaFWhvkpXYCUj95kYYpaZjyMUyF2sxkZde7nBqmpn0wi5o0b0k71q2k8cMGed9L9IYcO+MuiglMRJRkXsRUeJFNhb/H/hZhlexC77zsTedLOH7O+/cx96Tabu5vRGERwuCByRietIn169Bdldzh4rYI70R2OTKGen37Mz3QsCaNbVmfQop5b8Kjq5f3/B1Rp65mu+01Gnk3Nca9XuCKKGk4IaA489hx40XxR2wTRBa8ahBhiCqCAACI6EFHliYN69OM6e+L1z6YOYuemPi08ESihgIMRjBEQYzhQgpvHs5zFD6F8OJFJxEZdm+vbvTK46PosZfepr827RLeNbXuAL4L64W4QqQVRBpCwiuWLk6VatQRRisYoCCoVPEFAYdi5Ei1Q2g6UhIRzq8au+CRVLvZQfDgdaQM4ljCUAixia428AZj3byeA8QPvKEb3h5L9SuVpcVb9tLdb8zxGKZeuqEV3dusDv26+zA9+ttqIZIgPiE6VeDVxVggFRSh9vAUq55KiEEALyPEL6KfYHxCRBuMfKhjUalyZRH6D8GFFEK8h/QCeIGx7VgnxhDfAcMbxnD+jJfplsY1qNAbplBwPM27PmmYKlxIw5QkL84naZjyXn9tKAlhUq7aMDVtxgfUpGlz2r7xXxo3cpj/67kjzaOfoCEMYTfH/Oba5XBoonkVVgMH2syzXObfD74zh/ZczhBzMCKRoAuWPPcQtavjri1ksmXOG2aLaHKjpHgdlCZ2M8fnO0vpit7vidRqJFe419mhhHpvaBU/hoSu3bqLCHykoSHtDk4uGJzgXIPhCoYizOlwvr3x2is0YsRI8dmRo0bTjz/95OluDD0AA5DaJRnGLVHYPTZWRIhD5wAsA40y98N3qd+dvejmPvdT+ao1RHQ9HIgANTihG6BhsCwij7Zt3kSXRce8fsJQBeMRNBrXSIjOhxaCgQaaCo4utRg6ygzACIZtgs6CvtizexclJiULvYSIdWg2GORg5MF6VSMRtOGHH35AqXvXiudvzJpD7342z2OYWvnZW9SuSX2aNOML+u6v9cJABmekapSCtlPTRbHNSAnFd0LHQQuqRiY452C4wvfC8QonIKL+MfaIuke9UnwfHLEo0o9thY7Ce1gPtCMip6CBYejbv2k1Vc2sEVuYDVMmNG7hjWKkYarQIA1T1w6ZyncNckcLGzazmZRcaBHw/ocfidxxeF24YUrP1aQ5Cc9MNpZvUKo4bTh9QYRDlw4Jocfq16I7K3qNTJzqzZpT702b6Lu9R2hU87rkNd3lDRBFH3/yqTDKwHCDlDEIFxiTRj08hD78+FMhCmBkuf3WHp7PjRoxnI4fPyE8WxAG8GLC2wchA28cxABA21+8zkEoe+XyZemxKe/S9Lk/CCOMWjtr3KB7aOqcH4SRDMYl1E6AiJg65j5qUacaXf/oKyJ1D9FnMMrAE3lj45r0xB3XUY9XPheGMawPqX8QN4/27ERr9x4Vhjd0b8F2QXTAUPbdW5PovS9/Fl5YdXshsFConYOiqTaLhUpHu42EVcq4hStSEiAYK8W4Xy8X5RbB8Ozqzy+E4Q9uUY9+3XNYpE7C4AZRiu2/qWVDWrzpP3HOIjUBwghCEJ68e27vSU0b1KVX358l6mlwcIxq16whtg9RbhBtiHJTxWT9GlWpSMCNV5JCi4K09UChJjlcpyR4CfbanCroQpobOvL9GR/S5i1u/cQNU7mtn7LDgC6tqe8rHwvjT50KpWjeY/d6jFIa0M0vqqTGMJXXNGvWlD7+eLaIzkGaG4xQiHiCvnho8AM058uvhZ5Amn+1qt75+J2336ILFy8KAw+cWzD2wOiEiHoYpgAcVGrnXxX1GJcoVoz6DhlNK9asowntO3mMOE+MGkovv/yyKDEBPYe/8d6fc2fQhYuX6L7xzwmDEFIwEWkNjfHY4L7UrH5temCiu3wAvhNOSZQg+PClJ2n8y1PFevA6IshR/zM8LJT+nPcF3Xb/MFGjC9sKoD3UAvcqcNJB76lUq1heRLGgjAaoVLa0+/8ypYROwrb5Y9Kwe+mV2d9Qq1athN6EboPWvKtHN5r/5zKhU6H/MEYwqmH7n3/6Sdq7/wAtW7HSRz9B07Zp1VJoPpTpgG7EZzEG0KzlyyK1MW/r3l4LTOhynN8bISlw2kldr8SNjJjK9PjtO3qKSpYoLkLR1bDJVF1Mt1Eqn13jBdNa4XloeqDwc65jeNh7MvoXZ3IxRRvtEJeaYRgqz3EZvIeQc5USoV7PQvEwG2WwsOUwthNhPJRKpAYyTyEbB1tGMtVs0FgIqxZNm9CRDcs975kSzvv1yukjpnLS6cJ5yRsllXzCWwfo8oHM1LCNu+iLrfvol+4dKdLm3ue0OG90iTXMOyZRjZvSzh0b6J6Fq+mD61vRTU1qet4rUd8rbCIaNtNsj6WaN2LKWdzbbSZB0RqF+FFBWgAm4sV//knLFi2kQ4cPU2hICNWqXpUG3TeQGjaoTz8v+IWW/bVciKrhQx6k6Ezji+rJwaT/9fc/0uZtO4SRplrlSnRzt67U6+Zu9MvCRbR0xWoyubxjbEpPpVpVK9H1bZpRu77DRS0rRBMhNe/tt96kY799RucuxdH7836j/UePU+UyJWlU75upWTW3Ie9MbBzN+P432nzgOJWKjqTujWvSgOuaC2/e6fMXacYfa2jbkdNUKjqCBt3Qmro0qkkXEpJo9sqdtHnfEZEu2rJ5Exp1751UsWxp2nv4GH3yv6VCFKLT0IZtO+n8xVhNxBxSO3o1r0M3tWni2Y95P/1Cf+86LLard80qZM4cy6/XbKMtp3y7DVUrHkUPdWpG6U4Xff7vDtp4+gJFhtqpT+sGdE/PG2jfybP09bL1tPPoKcowW6lKudJ0+01dqedtt1FiQgLN+vJ7OnjKe56BmOhoGvrAQCpVsjh9+fW3tPTvfygtPZ3qVa9Eg/vcRi0a1SMlwZsCJ/aJh3Rbvb8/czFtxxqXPcKvh414aoEuPFsNoXYfZ3ZzkJma5v1e7/rQZtrzd4g2VFl9z2QPJYWlE/AoK8Xu9VSCdMXsP1VGd9PGw9HD2fXFlBpvHOnFvJ2BIsf4c00UWYY36sCsS5UhHhGWeW1BKl/JTncX6lB0Pt+1nPS/PEnl2/TKnYV+jCTZP58OHT9FpUqWoOR0h9/0E11migauG/Slmfi1wcjwpX+Vyx2u2fQlDpi0Inc7FF8C3SsYRT+F2y2Uzr6LL8f1oF4r8gAqiyudatZtIBw6LZo1pUPb1vmNmOJpx5p+4wGiQTTooqy4IUmNkgLOS17NlnLxLDldLgoPcesZJ2tagu65AlsIWUuVJ9clrwYzhXrnB2tJrzPQUt6rpVyRbsOI53tZlHka2QzPJ+gn6Ibv5n1L/6xaKRxFOC8b1q9LQx56kMqULk2ffv6FMJ40a9qUHhp0v6a2FPTF+o2baN4PP9He/fvFe3Vq1aLbe91KHdq2oU+/mEs7/tuljX5xZlDbFk2FI23QmCdECQQUa0fdp707t9POv/5H/2zcQrO//olOnztHDWvXpHEP9aeqmY7QPQeP0PTPv6UD0Fbly9I9PW6gmzu7jV//7T8kHIUHj5+i6pXK06OD+1HjurVo76Gj9NH3v9F/+w6IZgNdrutEQwb2E8XBV2/cTt/P/4XCw8Ooc/t2tHzVakrK7FJoUtxGHWjK++/qSS0aNxDPUWbik7lfie+7pUsH6tW+uXg9OSWVZs37H+0/6tbNnNaN6tCDvXvRsdPnaNqXP9Guw8eobKmSNHzAXdShfTtavWEL/fj7Ytp/6KjQJbWqV6OB/ftSq5Yt6eTp0/TRZ3PowqU4zTorlC9PI4YNEYX9P587l/5dv0HoyGYNG9CwwfdR1cqVyOTUaRcD57lGx+gjprL6u9Ad5yt9pz5KSvO9TLOZrTZy8YwPvj0sGl5/fhtdP/l9KNDcnrHx0kSA6chyKh+/VrBsFq6rfMokOFkqX8N2hVob5KV2AlI/eZGGKWaYwg8mjV0BgtUwFW6zaO5zi5JhavmR0zT8j9X00w0dqFqmYcfIMBXZsDElHN1N1/+8lO6vV52evKHVVRumZs6YLoTm5q3baMQjY7zfy8YujClULkIFfIIxCM8PtJyZ1epRj8OeQ0epUa8HhNcMXjKEnT8/tD9NGuJOazMVK0euc0f8GlRcSfH+DS36Y8mMB5aS5bz7Xb6aZjFTRDG/260ke7/Hefa45jPpx90F1kHiSa8hKj3BuC6RLbOgPggr7f3O0AretAKxfeUyvcGhkWSCwShznDXpdXoDCJuYzaleAVYkDFMIRWeXE2mYKqTi6un5ZMllceWEYeq1uwq1+JTk3DAVHROtqSsVrIYppPLxiKmiZphy6bq/+TVMWe1kLVWOXJfP5aphCuULmmfqp1GPPOpdHz8WfNd1xgzDG3SeXhUAjXMjs47qD78upPtGTRAGKXR3Rne9H2a9S3f2cKfzmcOLkZIU63e8NalhrC6Zz/cyI5rLFuZ3nubzt8/nuZEiXVtTkesDJZn9zWsK6dfHUufMYRF+t02sI/O5yRZKLm64sQbIP+C6lo93ETBM4fehMN0mDVOFh7zUTkDqJy9523qtkBFis2gmuGAlKjT7GZ4fTH+f6tau5XnAKHXylLtDx8kzZ6la666ex3tffEf5RftKZSjCZqVlp7SFHP0RUqYsvbNlD5nIRHfV8BqYroaZH0yn1q1aiv8LCvVqVKVJIx+g3ZvXUVhGAn358gR65qF7PO8rqdcuHL+ggoL2WRY1RX0cJIUe3OTnxUMSvIRmRiAHO6GswUxWgcGlTu1angeMUmpXt5Onz1CNpm09j6kff0EFHTgwTKHempy5xYczpovIG/xfUOjVvSvdf8+dtG7131SzfClaNu8Tj1EKKLqIkqBEbyAKUkxyHAo9eaWdpH7yImtMZZLidNGllAyNh0x/G8o9Xzw1n3u+fApaGti59Bqen5SBvIua7dEU3PS/nXp4ZBXfVB4ddjI+VRMlxb2W+v1TU3QQHg3vnh4UoNR389jyzwr/tWp0UR98Ge4x0nuWkF7kz5NjCfX+bYtwL4PpsXutSrT41Fka3rSOeM3JOhraWfHzRSuW0vcHjtHkzs2oZsVSmuLnIcWivJsZoY0O4N4g7r1JS3V6jjv+T0z3jnmIZlx5hJrdsDOGJkoqq55B/job3xfHPkyTMyOkxGIpumgjfUSW+j18+7gnSL8cP5bseJlDtB42Fwtn1kQhRXj/NhdP1V7EWNRWSLL2Pc028N9ptNd7a49mKZFq8VZ1P9Lc61OcF8iC+lyZ42fK0BpoFFuoXw8ZL8RpitQeE1O6gYdT51U1s25yRsYxhY+beMH/8ee/I7EYH2P2Ge7ddG+E+7krI11T9FNzDuqi+0LYONg1Ieu6dbP0UnNykt/uLgEJFIpuUIQ0INyLnRnVpqTLmwuJxAhEJsWlGEdY6CUJf8oDh/RdpvhT/XtZ0VKBbKXabfKv7a70Xf6iw+JT0jW1mzQdnNn38JTmpk2bZFk/bV73j/+N4OnNWXSioOaNdhWWK+ovvXbzREnxOdaVQUpiLJl4JDCb600hfL60G89j7Hl6hsujKzB0qSwCTqtL2Tyvm8cUTTcxh/8Imawa2DPHLiw8nD5573VtdA+fw/kJpRtvxcQLYxsbNDWFtjVp7NYspbFr9siii9piY8y1mQZ9RDYvNh4olT5zXBVoGH5sXfx8smYtCkk/f2dB4/pkEhjVqcqJ0zHQZwx+i+hKaPg5puEtumU0z/nfujHQdM7LahSgwXb73I/56Up5RdTfQaDGDBKJDmmYYkTYrZTqcFJGVi1DRZSK0aEUm2wsMv2B0Orhw4ZqXoPHD6IKrWQrsoKL4x64h7o3cBdbzA961qtGC3YfoS3nL1Hz0toW9yrrzl6kZ7fuoeurlKMBDYy7qQUDCMMO7l8EkSmmlLvzC0vTC0bMIeHkZDWYJIW40UduFz+XEVNBTWSIjRLTcpaOX5SICbNTPCuzkBW2bN1GDw8NpJ+86e9jhw2ibi3qU0HGFBJG5rLVyHn0Pwp2TGZr0Osnc1g0OXnpgiDFYgshZ4Z0chVm8kI7qeuVuJGGKUZSuiNgTYFg4ejlFIqyZy8cfeQjY2jc2LGe53ZyUM069cTfMEod3rza85457sppdHlJl+oVqXGJGHrsn830UP0a1LN0GYqwonaOQjtj4+iHQ8dpwZGT1LpMCXq9a6scd72Z+tHnNPWTuZ7nOLfOnHaH5+P/Dk3c46Py8KhHaPhob92pggI8n8GOcvEkkb2IdNa7CkQ9t6voAiWRSIomSdIoJbiUnC4682WH0WMe1egnK7moZm13RDeMUod2bPLbFKKgglpVzqO7rmodU2d+TNNmfepdJxGdPuXVTy0b1vW8N+qRMUKDFkQUXU2nYMQFDalrjhKMSKOURHJlpGEqkzSHQiUsFkp3eiOmdFlrmnBhXosqlBUE54XQxToMBIreAMa7VinEO+J5P18qXJunneH0f/j0dbJ4qDz20/u3y29YeaViYXQhMc1vYVC+neJzLu93KWZNeXfvn4ouzYuHm/Ii2SzsWx/urQkx14fn8nWw8FOzzeo39Q5JWLN7d6XXV22lqdv30kfWg9SjRkXaejaW9l+Kp3KRYfR8l5Y0ZsLjlLF9ledzYWW8RbItxb0Fqs3hUdoxyUzraty6PW0ZPT5L4flgzfqNotg9D9hz8mqpOL+sLAXNxoqa65xRilEaFMtx16et8bB7hY9jyUrkPLHb7+o04efs83xd+mPJi2Xqi1MahoWzlEhLlDbKzRXlPS4hxS5TVggp4f2MObKY3wKt7u91b5+pRAVSkO6aGS1k1ofk8/QRo33Qh6zzrEX+edb1TuAy8LDxVAtd6Sce4q8pBqpbhWb8eVqmLqVC3ScLIqYMao7pw+Z56L0pwHI8Zc/Ei/Pz9NRAYfMBiv5qirHq0mI9H9ftq4kVtjTb3QNrthkX0i+M5EXLY9nuOHhJVxSy262UnObwX8zbZKxJuGbS6yUj806gRjKa5fil2Oea7f8zfFP18o2XQtD1xvFQLNwu0vn8bR+vvx7QdhUg7ViTamZ07QuQ1qUhQIoNn9s16fc6vaOZ69X5MjSCrBXrkPPUPvY5b8kDE1uH5vrL5q0mLdrQli2PZEk/rduwydO4yMmbpuhEvMXs/S4r+y7esISn++kxBUxJZyngvOFMeAwp8douvllKVTNajs/ZAY65JuVeowd0czsr7m2ysVRH460hYtrR6PhpNj+yBLm4bnCaDX+ImrTFqyxcri9xYYg+hdRoXPk46rczUBqcQcSUUckNn0uTJtWU758uLTOrhdoN1h1Ir2p0reZLdeedH52l2IwL+xc28kI7qeuVuJGGKUZKBmoAyZPjdFwq2fRWuSJG6YgweqdHe3q8Y1P6YsMu+v3gCWpapgQ9fX1z6lSlHFnMZopf9guFGaT6ZYXtmzfQkOEjfSKm1PD8suUraJZ/aMRoatSmExU0uLgMVpTYU2TS1RILRpzS+yuRSPyQki7riADU2ira6unKKKlJV60btm/ZSEMeHu4TMaXqp3JMPyHavEWHzlQQUVgX6qCOmDJwDAUTMmJKIrky0jClKybucLk0hSyDkTJRISIcPRgoHxVOj7dtJB68SDooduOdlLb17xyve9zIYTT68Wc8z2NTndSmkTv8HKJqxRZvFFJBtgNaKtcn59GdFMwgYkpEAQZ5fSWzLYRcQT4GRQEEsJpyeZ7LSW1USdHBbrVQWkbR8YznlOhQGyVks8ZUUQMRU5YK2oip7DJu1AgaM2Gi53l8uouaN6jj0U/rduz1G4FX0DBFlyEln8tX5DfuiClEHQf3vZXFZidnRnDcWxVV8kI7qeuVuCnAl/Nrj+jmEtzXTcHllNwRVY8+Moo2b9pIYx9+kAojCetX5vcmFAiC3SgFlPgLRLJ4Jyk8bVYikUgycQW5Q08lmXX5vRoeHfOI0E+PjnyYChtKWgo5LxzL780oEAS7UQq4klEXTV4fXFnslCeRBDMyYorVWMIDxilVX+lrNfEaUyHs7zBWB8jq1NX2STOwjuvyd+0sXz0kxBvyGm4za1oyc3hkV1YbCYbbvAumszxvXjsqKsRKCZpaEd59dQVozaxpuay4aNwjo8Tf3ZrWMmw1q2kbrG9DzJfjdQz0tWxS/Nd/sbAaU/Zobe0gs53lirNiETxiKqReK6Ize7zriynp/Xyx0t7Ph8dot8furVGj1j3wW5+LjV0Gs5ans/1LcWjPwVCL9zPhNu97EWHabTCn8/Fy+M+R5/nooo6Et0iniRkgzJXqkeuEdxy0X2RQY0p/LFntJsP6EiIX3aBdMatLpq9LZWY1p8xJCZ6/7U7jGwReJ8McEeX3nNNsf3i02+OXmcpmEt4//n6U31oamvz7ALUrNPUK9Oe3kUHMalwvzLAmha4uhmb8edtug3oCqDuiOW94fQJ962KDfTelayOuzGkJmqK5no+w/dafT1k1lplZLTgXsdoovN21ndWh8vNcfFYxOC8Lc2eZXE5bl2nwwQumUMxvBnLAJ6KF15Xiusqku0bqn/trwa7XUjaux9j38PlWrEMx0jHGaNZnoL/CbGZKyVCuWEvK9zu1C44d466vdEObZtrt1hTBsmatPgyvN8S/V18fhs89ZoMaU4HayKtzki2EzMXLk3L5jPdzLBXeFBbp/bjNWyDRpbv2cs2L8dYcM2bo4FM9r/2l11ya2rDsvLOzwtya2oa6mj4KNyzoa/iw90wKG/+okqTEn/c/RxrU99Gc3/rjyedwPs/r50i+Pj7/6s8NXneU1621Zq3mlVFdKc2mhISTkuIt2m/i46iv1cU1CR+HrNZM4t+r/4zReOuX4+8Z1Qz1OUYBjp/6EZNZU0PY6Hfk83H+G+PH0qGtP6o5d7MagmNU50qnxU28Vim7nuj1OK9jq9aGVdILcEpIAdBO6nolbqRhimE1m8mhuLIsUooq0vHpxnn5PGWvN2HRxHX2MAU7wjikL7ofjAT3pbHIAC2aA51/xXVKgrsUQpq8RspLJMB5IFO+BUripfz9YRYEeMMjiaQQkxfaSV2vxI00TDFSHU4yyRuvoK+xdaXomavhoZGP0NoNG8X/hQVziQpBb5xye7okATsHSSSSoG4eI2tDyJRGNyafCPjcAEXO0YFvSCHST6awKFKSgtw4ZdRpL8iQUTGSgnQuxsbGks1mo+ho/42dLl686PecDQ0NpchIb9SrnoSEBIqIiPCNrs0i0jDF0tWiQ6zkcLo84b+hVu3F1DB9Lz3Rb1pKQE+BPqWGhcPyQ2ljr4frQiY1oZZGId26MHP+dzqLeeYpZ+F2K8Wlsvb1gdoxUxbQh+qytCMeIq4JIwf8pOYiJ4teWRPLHzCztD5gZ8+tod7tMYd6t8dSujS5TCy9LSzCIAVRHxpt9Vt3A2HkI0aPEX+3aH8dJbBaFBls/HnEnlk3oaezVD4XGad5hlq9IfEhLOWPp5q6dGkSFgdLneKtj9OTyRQS5v9Y8DQq9hlN6qVu7MxsXa4shIHr4b8VfZogT8tDZyDN5/j28XMw1OC4sv0z2e3kgucz0wvsTPKGpevXZyld0bs9PG0xwHkbyAiq+ZwmpNtp/HmDcHh96qRh+p4+5SDzu8xWG7lY+Lgm1SaQ0YqF7ptT4zRvuS5f8P6dcMl/CqM+NZRdN3ian8/xY4VGTXb22+Fh6VZvKon7u3gKonufXOlF65Yb16XcL34uTbfBCqbamDAbpaRl+E3RswUoi2Dm8w5rpS7g1xd2HeNpwvq27fxZCNdCATSXUYqO/ozWaCl2vmewv0NsFqL0XPwt6PN6+H7wuSEnToOsfoZdE/m11/2exXcetNjIHB5JiivdvybIwtgDfkmxmE00asyj4u/G7bTdizVpleyomVzac4NVxtDAj59dN0ficHo3L8B8x+dg/h40hLq/Os1llPLlk2LJxtjwvM2F84nrA6M0WrFcVlLdNN9hI5PLW/zc5EwxHgNbmPG9Qxa2R5O+pz9GXD/xr9Xvq+ac9L9/XOcHgm+P2WwlV4bBOaT5WzsmXI8TS9fTl0UwGZVZ0CykG2+j35/u8xqnpCXEeBz8pEi67EWnNmleaCd1vdeCDRs20Lx58+inn36iY8eO0Q033EBLly71u2zVqlXJ6XQKIxPnnnvuoZkzZ2pec7lc9PLLL9OMGTMoOTlZGLSw3HvvvUfFi2evu33RUttXSXyqwycnPRhJlZ11BK64c/l9KAoEJv2NexCiwCAlw9E1dZ8kEolEJS5FpuuAdIdM+YbBTMyZElGXMdhRhMFZ3lu5ZPMYST4zZcoUqlChAq1atcowUoozaNAgunDhguahN0qBiRMn0muvvUZffvklJSYm0vbt22nNmjV02223CaNVdpARU4zoUG3EVLASEWKltGQpMi3la5Lz2H/5fTjyn5x45YoYpvBiZEpJJiVFFxEZZJhDw8mVJK8NhR0FhYRzeZ7L7fVJChcxYXZNxFSwEmqzUmKwjwMiZCKKaYqfBy8yjc2M4ueicUxwzxEWWwg5ndJgW5jJC+2krvda8Msvv+T6Ok+ePElTp06lcePG0c033yxeq1mzpoiW6tWrF82fP5969+6d5fVJw1QmIVaT8HQhRU9N2eMd8YCdRzyyEEqemmJO1d24GnZE06UjsTBJ3llBk1KlT+Vj6SiBjAe4GHo+Y/OmPYWw10N5Cozi0qQqajqj6PL6DKdc3nVD3yKVdznhIao6b4Lmm5jFVdFFrmi6crHlHKne5Zzsb32an4l14uPh5s6j/xGx0FhXwmW/4ezWmFKadfNzwB7m7eSXkkVPqqZbny5FjzVL1IS561Ml0tmb0Xavx87MzhmLxRtO7RPGzbuWOdN1YfjsXOMpcYFS1XgoOmuhY2JpHOI5T8swOqd1qXya1ECelsf+FrDzRpMKxjya+u5vrszUR+XSGXJeOuvJa3XGXdRuN18HT3XIajFglvIXcOw0G+cy9MpqwuMNuvgEDMP3CYF3n3iupMtkyvCf8unzGX5NY8eZp+4B5/mT3r8veaMUXemsM6Rd14kxspj/bk/6VD6+OQadZBTWkUlsAxtkTwaGXbZ5lkiMsJtMwijFU/RCebkDvVDgGoel75kyjG/aNNc0nrqjW06TghSg+5dPWrO/79R3gGXXTyubI61WbXodHwfu6MzyvUdW05GMltN3NzS6tgdYt5KWksW0aj8RQY40cl08qdV6TKdZeBdZh3Fqki0k2rBcgRGaPdLpVadGy5oMujfqUph49z52Dum722nmT17OAedg5tzj85msYpCqpum2p/uIYnJlPw3OqLNjgK51gVeemcqVfJnMzjT/3eT09aeMUmkDbIMpi2l1WUrr06MZkwALGv3G2Pc4U5O1XfX4+anZP51uNOhqbM7Qang+rgovY8B+bz73kZqOjwbpqLr906Tv6Ttraz+VuXzu1+uVXDvU1Dx9Sp/K77//Tg6HQxihODfeeKOoR5Vdw5QMhWBE2K0ijz3YsXGRFcRYa7fM700oEJgispcfXBQxFS9HpogYCnbM4VcO/ZUUHq9fbj8kwUtkiK5teJAi9ZOwKJGpRIX8PhQFAu44C1bM0JCyADpZ5LlQ6Mkr7ZRd/XTx4kWfFDt/DxQivxo+//xzKlmyJEVFRYkUwKeffppSUrQG0f/+c2cW1alTR/O63W6natWq0c6dO7P1ndICoesqwwucBysZDhkdABx7/s3vQ1EgUC6dpmBHiT1FSqI3Yi5YcSUn5HpigtPpopXb99LmA8fo/NmzVDo6kro2rkGNK5SmhJQ0+mPLPkrSXZNqVatCXZrUEV0/dhw8Rn+u306X4pOoROmS1LZRXerUrAElp6bR739voowMB/Xq2pGKR3qjFzlHjx2jpUuWUKlSpeiWW24R3vy1a9fSkiWLxU0mvEDVq1fP5b2WSIoWKRkOkvJJ6idBRhopF0/k9ylZIHAlaxulBCOuxFgyB+qiFCQ4WRRibpGckkJLV62jHXsPUEJ8HFUuX5Z6du1I1cqVorMXYun3v9dqivsj4rF100bUolE9Uftn1fqNtHLdJkpMTqZyZcvR9e1bU7OG9ens+Qv0x5LlFBERTrfd1I1C7f67sKGW0Lp166h27dp0/fXXi+ZNiKBBke2YmBhRALtYMW+EuyQw8fHa60VISIh46ClbtqwoTH4l+vXrJ4qd54T777+fRo0aRQ0bNhTGKNSPGj9+PK1fv14UTFczXC5dcjct8lezCufA6dPZu4eUhimG3WoWIWS8K1rQevxYGGiwYq3XThqnEC1UqjIp5w5TMAPvryktjRR05gtizGGRpOjCx6+WwW9+Sj+u3CgmNUy2Z8/uoGe/XUQPdmlB5+KSaOG2/T5tZxE2/NIDt9GfG/+jNbsOicmvTJkydP78Grp8+UuqXaWCyOI4dPKMmDyb1atFaxf9z+e7Mdm2b99eiAGINEy6h48cofk//0zly5cX3/PKK6/Q4MGDqSiBOU6TRpBL65QEL3arJUtCORj0UzpLQw5KbKFkii4ljVMi7bw4uRK0qf/BhjmyBNHlU4FbfAcBFnsoOVO9XdyvFmiWNrcNpD0HjwjHGgxAJ06coLFT3qV3nnqEPvx6Ph055dZAHOia2a8/R2/OmkP7jxyj0qVLi8+iVhDStjq3bUXbd++lxCR3CtcD/e6mj2ZM9/n+/fsPUNt27UQqM9Y5bepU+vKrr2jjxo0iUiY2Npaee+45oaGKCnmhndT1gsqVK2tenzx5Mr3wwgs+y+N4Y8yvRFYKnBvBi5wjjW/EiBEiUuvZZ58Vxkc1dU89v3Cu+DtH9fr9SkjDVCYhZhMhU95iUkjN5uM1pfS5vZocaaOcfz285oq+PSnPG09J1EQoGLXp5c+1dZa04tAc6U1BUpjVW7F7Q4xtoSxNyWmmCBv/Lla3Sbd7PPVR0wI6ybvd5nS0ifWiJHprcrl0tXoM98+c6r/ega72kyvJa21Ou+wdR0eS9mbaGuHdd7vTfx2EjP0bSUnxbntGkvd77Qb1ioCZ1/EKiTBsQ8zrGrg0ZRq8J16yTuinsQOQwc67SLv2p2xhF4JU9hk7q0XkUxnC4NxVYk8QsRpTJjJI2WBj52LjJmDHjI+xSVcvzBzOjgUbR4V9v6Lo6imxnHlzmHe8lSitl0Zz3vCaWXwZfdeUzN8SosZcl895nqcnaGthWEO9x9bC95XX09LVP+J1vPjfPvDlNK+zOha83pwYr5CstZfmxzxA227P96SnaLchUF0TVkdGSbjkt44U+HPddjH5wvgDz0qtWrXo559/ppEjR4qJDsIG4cNxcd7rxnXXXUfPz/1VRDItWLCAWrZsSQcPHqSKFSvSuXPnhKcHz/HZSpUqiQnVn5g4euy48PasXr2a3n33XfFA+DE8TE2aNBGCa/HixTRmzBgqSsji55LcxCbmfkVT61BTV4pdC3yu+wHa0ms0E3+Zr0s3b/GaVZrv1dX1JHP6FWu9+NRj4bqIbbeFva5kOMhuUEvIySIX9GUjeLSZWRSKNqjDyLSn/j3vGwFuBPh46SI4lFTvvK2gHo6f+dx3HrP5as/0ZHKdPqSp0cnnX17/xlKa7bhuHrSycbWZvd+TrrvRVvjusjHWl6XigSP+bqKAvppHBt889mbAWy2mzbhRSlPTMeD9gVb3acpFGdR11NfxMbHnvL6iz7nBawfx7ctJjSn9bzFzjBXUpuT1Wtl5p9c+Jov3d6UoNuPvNLjZNapF5/6M/832qZNkVHvzKnE50o3rSgXSUux6yetKHT54QBilfvzxR2rUqBFdvnxZ6KdXX32VJrz+rlgG7910002UlOT+DcOYAePHsKemUIcOHejTuV8J3QSjFPTUli1b6N577xWd1fDZ5cuX0+q///J7f7B1+3bxPzRU8+bNaey4ccJBCD2FKB8YT1AAe9KkSVRUyOvi58ePH9cYk/xFS4EzZ/KnsUSPHj2EYQpRU6phCscZwBAZGamNrMO5ob6fVWSNKY7M4nOfFDkpJFgEsVaql9+bUCAwlapKwY4psgSZQv2HMgcT5kAGtBxSoUQUvfXWW0IUQSihmwdazHbu3NmzDEKIEcGkPvbv3082m42WLFkiJkh45xBGDlH2zDPPiAiqnDJgwADxHRB6ME517dqVunXrlkt7K5EUTaR88t+IIiix2MlUrEx+b0WBwBzlP4U8mHBrJ3mFyFGR9gCUKh5DdpuNHnjgAapXrx61a9eO2rZtS2+++SYVL+6tDQvHnqqd1Igc/L9w4UJhOILmgrOvSpUq9N1331FYWM7rok2cOJG2bdtGrVu3po4dOwqnI2oTSbJGdHS05mFkmMov0tPTfRp+NGvWTPy/a9cuzbIwhh45csTzflaRhik+GPAqyAJ9pPAIsCDGdfFUfm9CgUBETAU58CQrrBtdsKLpoplLfDX6HioV7vWMpqWliclPX2BRD9rSInXotddeo94dm9MDN7anahXK0IoVK2jz5s053p677rqLvv76axG6jDDk77//nu6++24qSiBaINeLdwZ5mkawI/STJHDUfLDgcpCS5I1wDWZcQZ7+D9zaSc4PuX1vFRURTgs/eVuk36kg0ik1NVVol0Agqhx1gtAxbdyQgdSv100UGREutM/58+evSj/BkVi6dBk6deoU/f3338LRWFTIE+1UAPWTYrA9MFyCLl26eF7r2bMnhYeHC63M+emnn0SEHupcZQcZGsNC0U2kuMPPjQSWQdoLD+/WXwp4+GpAWOgm7+IR6OKiCY02SB8S6+PbE2XQctnMQrVtITxLiOw8VUo3NJrQZhZWzsPpEcZrlHrHw8X1220yeE+fysfDz3mKVdplbzqhg6Xh6b2aGcne96xsvE0lbJr0Pb5uZ6pxKl9IjNdDZgqN8vwdGqYNZ0zhqY9kQIDTJ4vdkzVoitPqw4X5+c1OAHNMJVLiz125LS4Pz9alxPEUS57yZ9KlEmjGIZKdhAFCqxWWxmaOiDY0oihpqX7b5/JUBB/DS+b34jdhCo3wXBt46h6whHvTDk2h4X63xxSui7gySLHThKLr0LSK5qH6Nq1XRRPWH6BFNQ8rV3hovP6yo67DZNG0wlZ4+oE+jJ+NpYv9ZjXnAjx3ViuVCgulBj3a0yOPPEINGjSgjz76SBTPVEFR8t9++038ffjwYZFa16lTJ2GAwjUyJSWZFm45LmpU1a4dI0KKkQuvgaf1qNvq5yYSqX8Ip76+S1eRWoiaDS1atPBZTiKRZF4eTCZyuZSsG6c0rccDpOsESvNTP69/gc0VJjJuf65Jl9K0cA9wQ2dUK0MzJ9rIYmYpeyY+j3n/tOjGSlPegV2rNKmJuhRpTS1Qvj/6lDH2Hk9X9ymLwFL2+HVavxxHk2avrttqI1NIhOZzmnTAdKO52LgsgjXEuxxPGQ2EUyeSFHa2uBRWSiGLWkrztQHKcfDzxBxejFwp8X7nds25pvlbn4PIvstoztXdK/DvMjENoEnr071nOLfrdVFW09sy12HC8tAOmeNv4r9RXYShy2h7dOl2V51iZ5TCCPg2GPzm9deJgCmEmuW842/iF4RAWorfR7LfvyvxMnWuX43CQuw06MGH6I477hD6CRFUvPQByiJAQ4G//vpLlCyAflq5ciVVLl+GVv27kY6evUjlylegckRC98DA5d02/9dIn+00mURa4LFjx2jI0KE0bep7QkvhNUnBICEhQTh/VeNTRkaG6N4H4IxVo+WmTZsmuu3BqIRMBKSJwuA4ffp0cX4hwk6lRIkSIn30scceo6ZNm1Lv3r1FUfzHH3+c+vTpQ927d8/WNkrDFMNmMYsJoaBZLq81fNIIaqQHWKCkXF270SKBPBfcw2C25Infs0KxSFq3aRNNmTJFGIFQkwDeFqTsgU2bNonIKKB6ByGCVMP98QuXRRHzp556SnSH+eSTT/wWjMwKKNQo5gCTyfMd2S3eWNCBhw6GhNxeZ37wwQcfCPEL8ZNdASTJ3eLnDln8nExF7FqRM4SHN783okCAuoxBj9RPnmtDXsySlcqWoj/++EMYA1ADCEaCRYsWeepKIWXvhx9+EH+rRghV21gtFjp04hT1v/c+6tu3r6gV9dBDD4k6nzkB64V+wv/q30VJP+WFdlLXey0YO3Ys/fLLL+JvlMOA8QlpoOD555+nRx99VPw9evRoEQEFI+bu3bvFuVK/fn2aM2cODRw40O964RiGHkMqKepKjRs3Thinsos0TDHSHE6yZ9ETU5RxwUMXYlDgOohwsSLtQQ2icXK5E1thQ8Fvwnll731RRxTvzOV1/rbjAEWHhFD9mFBatW6daD2MOgloMwyBBVDQHLWkQOuyJcT/WA4hxOD0pXjasmiREGPw6OiBOFqzaav4Ozw0lBq1K+vTqUYF4eeoibDwzz+Fd+nmm24Ur0kKHhDPiLIDoaGh0jCVj6RmODQR1MGKC9EN+uiOYAMRNtIg44nIVrKaOVFEQSQdMlKCHVcWuqhlB5QymD1/EbVqUJti4xJo6+6d9PyaNaIoNVKt0DkNoM7Pgd3/0Z2dWpClYm06dOiQ0E+o/QMjQrnSJUUHNjwQRaUHBq616zeKv0uVKkm1GjTxuz3QWSjKjQip/82fL5yI0FIoryApGHz22WdZWg5GKxig/BmhjOjfv794XC3SMKUeBLOJIuxWd/6oQcSUYmddwgxCNX26pPDubWxy0oRj68K1XUbRSzxsO0CXsYDSkK/D6v8iaQ6J0GwDDznXG75DWMi6iRlyTEmxnr8dF7XdAxTWaZCHdyu6Dm2aziap3n11sDQ6fVqd/j3PPuhSr8w2FiLMuvK52N/W0pXJcsm77fr0LcNw+ERvqqKpeHqALjze5w6DSdvd7Yj8hp9nFZ5ewc87n86Qmo1j+2qxazrkacKUjVIgWHqlT8c+liKg/xUpLI3VzFLieGi1T6ck9txl93blM0frxiqdpUQYhJLr00mVzGLfKH4u9jstyaf7n3g/3JuyaWGpnEq4twi3i3VoFO+xfdKk6OnD/flxYmKf7zdPZ3Q/D/EfDh8glUAT+u+Ty+fGbA8jhXfZNErJ0T836IJ4OjaOHv76T4qIjPSEjqMrXuPGjWnZsmXabUU3vjKl6EB8Ij3VuTlN/eMPYYRCmDpva2vknbu+92DP3wP796VPZ87wG3L/66+/CqMYJnAUeER9KRTwLEoEmueuZp3XkrNnz9Lw4cNp0KBBwosnyT9gkAoPsZHT6MZLl07sk5ajvh6gG5Vh1zLdZxT+VZr0ON26Derlaa6R+rQ+vg6DrmXo0Me7F/Npn8/Fmq6FutIFmg7Q6br28iz9XZOWp+l0qEsz4rrP6DP6khCBUgP5Z3hqvjokSOWLKkFK5nwp3rPx7n28C3WS33IQPp0PeWO5rGaM6sf4avWTRu8oxnOpJk3fYny+B+rUnYU0T41O089lvCuuZm4P0JWPrU/TBVPvlMtiBIz6vaawyMxzLXPMwpkm0V8bWFkCrmv0+sKwpESA36/mN8+X87k+GXQyDnRtCPReJhZ7CDlT/N+jBCrnwI8FP+/+WruJHn3zI9EJTdVPpUuXpqpVq4ooYk6lkjE0fcjtZClZjpKTkkRaFoqUo2kM6kAF0k8HjhyjLr16e56/+vIUGj92jN/7YFU/oQg6UrxuuOEGevLJJ6mokBfaSV2vxI00TDEyHE4f40EwIvLhw3Le1aqokHFouwxG93OzEIwoyXGiBXaw40pNzNXfxNnLCUKqLliwQES8oC4COuHBa/fNN9/4LP9wzeq0IfYS3dWgOs3ZslcUQJ81a5YII0ZIMkRZyZIlacSIEZ7PIDydd/j7/PPPafbHH2s6jFgsFuF9BHPnzhV58f/884/It9+3b58Ik5cULIYOHSq6MY4fP14apgoA6RkObQ3DIMUJAxNzYgYlGWnkYk69oEYWwyclBbpB3ng7dTVVr5bTF9yF9ffu3SseqBeEKCg47JDWZ8Rj/W+l1kMnCQPShx9+KCKbUBcKBi3UH4LBSuW5554TaV0qKJeAaHIYplIzG9Rw/fT666+L1EHouBo1atCMGTNExJZEklWkYYphs1ryzBpamDCHR2e5GGRRxl6/LWXs8A1rDTZMNkTJBHdHOhExhWiAIK+3ZYbnMyH3zoW6FctQVIiNbrzxRqpbty5FRUXR0aNHRTRMl5jilOB00jvvvCO8eDUjI6hWVKR4lI4Iozm9b6DRv60SRTzR5hgh40j5Q5h6qegIUfMGn+XRVADd/po0akhfz/uehox8RKwbggzpen3uuYfOnj0ntqdRo0ZCpKHOVc/bbqfff3Xn5RcF1E4wub3Oa8Xs2bNF2ubGjRuLVP2KwozdZjWOmAoiLKER5Ah2AWUPI3PxcuQ6c4iCHRMiznXNYIINc3gMKQnnfYu6BxmWkDBy5qKGbNuwtvi/evXqov4PIrwPHjwoClVPvL0zfb16m6gXBQfcnW0aeD7XsHpl+vXNJ2nQlA+pYcOGosZQsWLFhPZC4fMGtaqJ5fBZRLBzUN5g8AP304tTXqbX33ybypQpQyEhISKFb+y48fTbr78KoxRqhWJdJ0+epHETHqep77xNRYG80E7qeiVupGEqEzu68ikudzRAptdPf5o4WQhsaoY3VJM3/rCYtD9iO+vYZicWBqyLvhBdK9S/HSxsmqf76MImzTwFKYOl9QQyIhi1e2deHRe66IUXZ/vkXUwfUWZiodrmVJaiF3/Rbxc+8VUszYtva0aS1pvgynD4TddzpgcIeUYB+0zCSsYYFiS1RniPiy0q0m+HPeX4TrIWc9ezAZbwVL/jaMpM9/KXDmZiIdB6bzJ/zgN/+dyt79yTk658VvOVUyPEU4OwcAXpYzyMmo+lk6cJsnPVp8sJO79DQo1TvPhyvGMcD6H36cpn85/CpgvPNln8/y5cfH36aPGQTM+34iRLZBQRHn5QQrzd95w8ZY+NqcvuTVPUb59JtFNWX9ftH08HNkoJ0KUJOiyhWTpP+FdpUksMvLwueD4Nug/pEzPVMPz3Zs+hJs1b0o5/V9L4wf00XUcjQsJo/RMP0J+7D9PPW/fRqvW76cHa1ahzndZUI9VClzMy6K/Yi2QOt1K3cmXIlPmjcWY4qHp0BP024GbamZZOS/cepcvJcdSqdhlq06M53dy0NiWmpNGC/ecoMcU9tuaS5d3fGRZGd93/EN3dd4AwQL300kvCmAUjx4NDh1GffgPozz9+p+XLlgqh9+a771Gz5i2KlGFKFO/MZSGkFgSNj9d2XYRoxUMPPKnoeHglIHzR7UUFXRnxHKkCEMA7d+7Mle2X5Bwb+sY4HZq0NX52uXTXhnR2UeLznUl07vJiZynkFj5L8nQmh06T8LmLv67bZsP3AkS4aOYkg2Wc0Dchkf5T0Pi6dGlrJlbH0cz+RrSJZvO4vuNpeSxdz8cQEqATnwbeTU6Xrm7UhZg/5x32lMtn3Z1s/egkTQohn0P0hk3erVqTEqldjJ9DTnZd09tBeFc+o8/ryyVwCaZJqdPrJ4Muu6Jmq/pcn/rE0/94Wp/frfRdd0A0Hfscxp/XdKBjKXZZ/c5A75nd2+BMSyIT616u2Ux9GQKuNbPalc8gql+fHqlJSeTXCb2GZ+PAp0nNNUO33xp9b3ANQcSUPgXU3/bw4zB15sfUpFlz2rFxHY172FuOANSpUoEO/vQh/bJqA+0+coIyEuPotlva0m1tGlKtmHDq36Ex/bZ5L0VFR1Gfjk1Feq76+7+hcS068NUbtGj7IVq59T9KSkmlLg2vo+taNqaurZvSsYQM+t/iFZSR+ZtUMstklCpZgu4ecD9VqlqdhgwZIopbf/zxx8Lh16dvX3r6uefpu2+/pU0bN1CHTp2pX//+VKVK1SJjmMoL7eRZr0QgDVMMeF7VLk/B7t2Qo0BkrduGHHvdBZcp2M+HRG/NsKAEtaJSE4O+CLyImMrIXkrjtNlzafO2x2nIyDHCMKUnJiyE+rWoR9VKxNCqgyfo5krlqHZ0FCWcSqBiNhvFWK307ckztO1SHE1uUp/CrVZN/Y8ONSuJhzhMZYp53gu1WWnknd08z221mnn+dpQsS8WLFRPeRaSCoetf23bt6e4+94ii6Lf07CUeqiFeb2yRGFO5cmXNc9Tn8tch8YsvvhDjfiUQSacapjA/o1UxvuPZZ5+Vh6EAwdM5KNgjpoL9HsMeSuaIkuS6cIyCHdTKhEMnmDGHRbvLIQR5Oh8iplzJ2Yuee3/mbNq8dRsNfXikj2EKVCpTkkb17iH+zjh92PO6MzGRapQpQY/2aE+WSK+hnBNit9GdXdqKBzAxY3TNqmVpwrD7vOuLLO39OzyKShQvLpx5AwYMoK1bt9LgBx+iJk2aklNR6P5Bg8RDdaxL/STJDtIwxQj2FD5eR4ZCvREgwYrj4Jb83oQCQdAbpQDqrumL8wchrrTkPKu71qBcSQq3WGjh8TNUu6E7Mm3VpViafeI4jWtYm345cZpWn7tIN1Uomyvf98arL9O706aT02Sme/oPoIH3PyDC1rnHvagiPKdG0bNXsU6AoqvR0d75w1+0FBgzZowI9b8SqBmm8vbbb9OaNWto1apVhuuV5A/SqcfqyAR7jan0VHKlnczvrSgQBLtRCrhSE2SNKRHomVYk6tbCeffZp7Pp08++oMiYGBo/4Qm64847KRjIC+2krlfiRhqmJH47b8mIKSJrlYbkOORuMR/MmCNLSONUaBRRGiKmgrvWltkaQgrGIQ+ICrVT3xqV6btDx6lX5fIE/9yCc2dpUo1a1LZcGdoae5l+PHaCPth3kLqfrEzPXtdc0zEpuzRq2IA++3gmJZukgSM3gVGKG6aMQDe97PLLL79QpUqVxP94gAsXLoj/ly5dSqmpqaIoeq1atXKw5ZKrATcr0rmHjr92CvpbDFsImcOLkytWGqcQZRzsxil0+lZEbaWi7/QJhNlqI8XBukMXYm7o2lU80qUZQZLLSMOUTlhpks31rUZZnQTeDjjVaWzGsbNaCmE2b/2EMH1EEs/ztrALF69DoM/lNvH3eMEinSwyKrzI18fyt4W4ZO/x2g6aGkXiuXdbTazug4u3J9ZtD69/wOtKOZK0N/2oI+NZRYC6UtYw77bbolhNCpvVb+0pff0Ec1Qx//UT0hI07/G2xhwe/qpft6ZNL6+LIeqaebfPwupkpLN0iNgU7bFLzvAveW26ogvhKPrh5z0T7wqibwGsaVfr/YwQFDzX36juGa+LEcj6H6D1tKaNNBsHM/EW2XrjULTfOk4+LXd5PSuesqupmaWrSaCuA3Un8JsNcUfyuDLz7T2rY7/nVKP6KbqtdrB8D4s5TFPvjmPlv01ep4Htn14cpLAaeLwQr34bbOy7QthvxK6vz5X5XaIOhtHY6VD8HWd7iE+NkpDi3jDzUZ2b0tqLl+ihfzbSO22akinEQh3rV6QDKUn0x+mz9EyrBlQrJoomb/qP5mzfT0Na1CMlwPWXH3N/rY391XGzsDGxm9zrzjAXLUGdlxFTecnIkSN92mCjQD1AV0cUcLXxtvSSa0pWzcQ8KpFrKZ/l2O/Ozq9PvC6N/nfNa/LxOU03/2pKwvDX+fVEXyvGqP4U/x5cHy0GY8Jr3ui1FH9P87fLuF5UWqrf2lGaGk6i/pR/DWjS/VY012aDedqnxhSrGempI4XxcKRqtJCL6Sd+XdbUnGQ1qny+l42J1WfbvEeQTX2Uqju50thzPnVF2r3rsysBtFUa17VZK/TvQpdGdf7UzTX8nkJDVs+7QMuw88ZExtHevMaTpr4Tq9dpclmztj361zN1hMvpIoVHEbKaTi5djSleE1MTvKyvF8Z1jcnqvyYuS/t3b4//GlMO3XHIMNBwHH3NWIWdJ1ZNvSh2bbjaDo0ms/Yc0tVoNbOabprjz38vuusJvx/LspuP7YdeAnJnoVq31F6E+pPIiKm8RxqmGNLbl83iikUcE+oKsSLuQd2lUdQHCF5MFqu7cKoS7L7wK0uXqbM+o2kff+YRkifPnHX/f/Y8Ve14m8b492ifHjS0ibcmUbFQO31zV1cat3gtnUpOoddbN/G890q7JtSlkjuNr2/DmrT59Pnc3DFJIWDgwIE+r6H4+dSpU0V3RrSyluQPUj9lchVRnEUGs5lM9jBSgjzC2FNjCsapIMZksWgLjwcrWbg2TP1wFr3/4Uee5ydPn3H/f+YsVW95ncYo9Gi/njRuwO15tLESSf4gDVMMGYruGYh8ORkLGnIideNinReDFeHpkr+LLI1B41ZtaPOocT6d1c6edRuoOJv/Wkh0aZfmtagQG33SqzMlnfEWHK9fIkY8VJYdOkk31qyYw6MpQVRH7kdMyQRwCvbmMbL4uTvyPtiBD0fWTBG40otG6tZVIev3eu8xrzBUTZq3os1bR2VNP/29ODePkiSftJO6XokbaZhi7YtTM5yeLkz+BodH9Goyw9g56tD1Ztdej/mJp41KCuNhrubsh/fyFu6asE2hEVgYN3+Ph5/rQz3NRm1n9eHCBuHnHP32sDQ/Z6r3bwf7W6yOpfKZWVqeNVQb7h1SjLVmjowy/F7DFse8VaxmHHQXH/YeDz83R3rT/cTzCG9al5MdS30aZESI93t5xPll5mRMTNduQ1yq91ja2EkYbtMu51K8Ib6aI8Zb7vJUUHGesCV5CqI9XBS99rcOzenNzhNXnDbSzJVwWfPcMM2Tp14Z/K0/v8nu8rttrhD/7a7FOvg5zTx55lRdZJg6DrjpQuvyzB90mk3b5SQuxek3XcAVIN2S37/w95y6dtVW9p6ZvOPAM05SHdpxTA/QMpvDL1cmtrU29nvzCfFn6YQm5hE3Od3n5o71a2josBGes+PkmXNCVJUtW5Yqli2tOeaP9u1JnTvW8TwPLclSnP1s+MmEJJqxcTclOxzUv3ldcTNstrMwfl33Gf5b1KRLs2Nutxhf00yZ6TEmaZwtsJQrV45ee+01ETElyT/9lJLu0FyreKqL7tKnSfdwsWuxTj7pWrX71092XRt5Tcouvz659KUQzFeMEtfME/r5zuDz+lQ+jX7SaDbdzvKIEo3mchrqJ1dqkt+0Ph/twjebpcv5pOUZpfKx9SH6RfMZvzpLISUjTVtGgq8jJMzgO41vSbh+CtUVl09Xc4agmTK84xqX5jAshcDnXBvTaWFWxTDt1JaDbAKkLbrU/ELd/ilsrjHzeUff+ZaXYODrDpD6qIGd+/p0QuLzHz+P2TzvMxMb3Xvo50k+XkxnZ1hC/ZYd0OsaF/uN8HszwJ9ycw8/rjy9zr2g1e+1hZc7ENuXhQYorgD2Zwu/QWRj4MJ6+X1EpmZyv+k+/ts3raOhw4ZpIqY8+qkcIsa92za2/23U7b67/KfVGpVwCYDmt6z/LRqc++ynp9kP8ZHMa5Up3f/5K5H4QxqmGDarRYSjB3tIutkWos3tDlJMETFEF2XxTun5xJxsdVuSgv3aYLVfsTHC+GGDxEMVr9Xadhf/wyh1bPUv5DijbSGecXxflr4b1+Ulh09Rq/Kl6LUWdckaoL6V5Apj6XRqarjlBrm9vqxSqlQpmcJXAAixWckpI6bc18jgnibEzbfJGkoKOjwHOVddV6iIlEIIdu0EzFYrua5gLxo3chiNGzHE87xGs/bifxilDm9cQeY0FJF347p0Lu82VnLNtJO6XokbaZhiZDi0EVPB3e7Y69EKVlyxV25lHhRIPeEuJmuWRZWd6an51u4YYfCDm9QWf9t1XntJ9lCUPCh+HvT114KbtAxtxFQwXyN5VGlQ4swgxSDKJ+iQ+sndDElXqDsYcWak55t+khRc7aSuV+JGGqZYKKfZYiEH8kczLfuacExd2V9tyDpLwzEF6D7Dl9O51Jx8fTyEkod9Bgoj5qlXuvBexSAM22VQC8ESGu4T2mr4tUbeIN5dzWGcosfT95ypxrn4lgiv0LOyv/XpeybelULzpdofPR8HzfiwkGdL2WrkiL/gP30vPMp4vNkx4x3sAnWZ4ceWp+g5FeMQY54CwdPH9J9DmoVKuM3baYUcdsNjqem8Zw/Vaiv+niblwGGYuudkqX2aVIIshhvz0H8K1Ybxk8E2KLoUDz4OPAzbZg+l6e+/T82aNqEdm9bT2NEjvN+beW6IdAOLzZMHnqIb72QWjp6mz0dR0TeIoazBQ9v5T5ZfQ3jqnv4z2jRB3XLsuYMNii663tNB0mILISU9yW8ouknfLVE9Fuw7eBqKB/Z7sdi94tUWbnxzZ4+O8J/KG1Vcu2qWZuvi6Yg8/SBdmzZhYt0l1d+oOUPWWZNIjIBesFqt5HCw1CSWy6dXGto0v0DXJ7acy3+3Pn3qs8UoRS+raVhZXc5A+1hCwshh4P3WzJf6rs9co7Bx5N32xHNWSJt3CuZpfQFLF/BIU30aXqCOuep36veNb5/6eVsomSJLkuvCMf9a1sBI4dM5NYspltweyqfCNF2KeyJL7eM6K9TqfT1C10KMa64Qlo6mScMSG+/yr5GsNs89hcK6G/vsB0vlVJK89RXFPrHnGv3ESxz4dEsMM+j6rUv/45rJQAPq9YBoBJPJzA+mU9OmTWjbtu00fuRQ3YIu72+C6xWn/7/1z7ne0Sct8pREza0M+x69FDPST/rl+GWI3wZyXaX/hfPGvXx9vEOfxWYnF28IwDqFakp9aK4T6soUcc7x64ReT2m6b/LrCb8n0f1+zfw3z8tn6M8TTYdxg7RjoZ/SfPbPJPWTJBvIXAhGeoYj6NP4gDOAwAkmnEd35vcmFAhcOsNiUWTG9PepZcuWmm4oHNwcyOKE8PjJQq5FqeVxbj8kwUtqevZrmhTZiPNgJyNVa5QKYlzMyFgUmZ6pnfC/EfI3kTkO/hxzkkJFXmknqZ+8SMOUrsaU7KiCiCnjotHBhKVqo/zehAKBReeJC0bgjdR4moMURExll3EPDaAt/yyncYPuyZNtkkgkBaPGlMQdHRL02ELJXKpK0A8DsNizWKC8CCN/E5njkNVi9YyxDw+mLf+uprFDH8j14yKRFESCXkmoIbYJCQnCKMVDPdN5vLkuHD2FxWompbsMU2p4IXU7T9HStTLIsLJwT4V3hfJ63/TpJGrHKPG3UUioaFfL1sG21elgHSrY35SQqOnIoflOXeoVL8RnTvRunzPJG27uSNaGojtSvFEXqSx9T9+Vj2NnnbesVm24uT0kQOcdo1Q+K3vOwrhN7G/avVFbJ4GFvJoVFpbOusCI96zegp9OhXU2sek6/Ni8+5vg8G53YrJ3G5ITtWlGKSkZflNIkxXthJdo9S4Xyo6t2czOk1TvsRPPDcK4lWTdceFh6k7v8bMkeI9/erLWa+xMYceIxYWbdM5EM7skmU12v2NscuhT5bxj7GLj6HSFGKfykTbVTe3+gvTI+HjvuJg8ed8J5GKdgBKc2ktnYprziql8Dt1vXpMazK41Nl2KLT/Ohql8Ss5S+fj6MpjhzWHT/o7sSuY5YDKROYX95llxW99UPveYDOl7B1FGGrXp04viE5M01wbxvez6kMCuAWlpxhEY6bybJ7uepCdpzzsbuya5zN5tdWUYp/iYHL6pfAkJ7s8WlcYYeeGhkx6/4NZPZrNJ4+m0B0jl49fIVHY9D9QNi1/H0ti11K6ra2VhV3eeVsLnKp/rFUtv0aQnM12lT29xMS2l8FWbErRdTPlbmo5V2uulOZldS3mKnk4DuNg1zsXmWVeq7vrLv5fNs2amkUy62hN8btZ+qf+0IN9OXurfyaRcOGtY8NrMLz08rU+nY1xsnuX6iWsnkMj2j+unpETtMU9O9Z/Kl+T0bkMi62gslktn5S/MLFVVlwKuSWli3d+UJO9xUfQdDZme1hx/Nm+J701O9qtRTVZeckGfYsmPGdsefRdLOyvBwMbYxYbYJ5WPp+eraYqKotFO7hfVDyaQwpxayS7vOKTqyiLweyhNKp9OF/EUYP4Wv23TBxrwp6JD3lWk8ukrofDyLvzaZ2X3c7gS8tIBGq3B763YufTQgD7imtS65t0Un5CoOe8cOi3lZNcDhV8PeBqtTj9brN51mG3svDNpGxdwba3w+yR9t2keFZZ5EhUl/ZRX0U1SP3kJesMUBBVo2qAuGxaJRBJsoB0vKFPNXWBbIvE3X8TExMiBkUgyfw9A6ieJJHjxaKcq1fN7UyQFGKmfJFkh6A1TFSpUoOPHj1NUVBSdOHGCGjVqRHv27KHy5ctTsILxwDjs2rWLKlasSMGIHAM3J0+epAYNGgT1uQDkOAT3OMDTB1GF+aIoICOmJLmB1E9apG6Q48AJ1vlSjxyH4B6HoqSfZMRU3hP0himz2UyVKlUSgxEXFyf+h5EqOjqaghXsf7CPgxwDN/Hx7m4wwXwuADkOchxkpJREokXqJy1SN8hxkLpB6iepI32R+kmSVYLeMCWRSCQSSTCBDpO5X2PKoD6NRCKRSCQSSSEnL7STul6JG2mYkkgkEokkiHBBWOWyuBLrlEgkEolEIimC5IV28qxXIpD9zxklSpSgESNGULFixSiYkeMgx0AF6XvXX399UKfxAVwT5LVBjoNEIvGP1A1yDOS5oEXqJ6mfpI6USLKHSSkK/RslEolEIpFcsVYaaj2UuOUlMttCc3W0XBmpFLvweVGrMdgN2RKJRCKRSIoGeamdgNRPXmTElEQikUgkEolEIpFIJBKJJF+QNaYkEolEIgki8qLlcV4UBJVIJBKJRCIpqtpJXa/EjYyYkkgkEolEIpFIJBKJRCKR5AuF3jDlcDho0aJFNGTIEFF802Qy0f/+9z/D5bHsddddRxERERQVFUXdunWjNWvW+Cy3b98+euKJJ6hx48Zi2WrVqlH//v1pz549ftf79ttvU4UKFahcuXL0/PPP07Uu3ZWYmEjffPMN3XnnnRQaGirG4cyZM4bLz5w5U+xbSEgIlSpVigYMGEBHjx69qvWmpqbSww8/TMWLF6datWrRvHnz6Fpz6tQpev/996lTp05kNpvFdhiRlJQkjjGOrd1upypVqojneN0fP/zwA7Vs2ZLCwsKoTJkyNHToULpw4YLPcseOHaMePXqI86tdu3a0adOmXN3HrPDff//R5MmTqX79+uKY3XfffYbLHjhwgB588EExDtg3jMPAgQP9nuvYN6wL+49zp2HDhjR9+nS/5zt+V82bNxf1ZnD+nD59mq4l2KZVq1bRI488QuXLlxfjMGPGDMPlV69eTT179hTLYhxq165Njz/+uN9jnJ1l58yZQ9WrVxe/szFjxlB6ejpdS/C7xDXx3nvvFeckxmHjxo2Gy+P33qFDBypZsqRYvmnTpvTuu+9SRkaGZjnsD9bl74HfHr5XxeVy0cSJE6l06dLi/MI5I8lHnE5ScvmBdUoKF5jrvvvuO+rdu7e4juG3e+TIEcPlP/nkE3E9gBbA9eGee+6hQ4cO+Sz377//Ck1Wp04dCg8PF//j2nf27FmfZXE9HD16tNBvNWvWpLlz59K1Btv14YcfUpcuXchisQgdZwSua5MmTaIaNWqIObBSpUo0duxYUYPkataL+fG2224T82WrVq386tK8Zu/evTRlyhShDXEuYN4OtL3QDdgnjEO9evWEDsa13t9c/N5771HdunXFspgDnnnmGc0coYK5qU2bNmLuufXWW4XmuJZgW9euXUvjxo0Txxbj8Prrrxsuv27dOjFOFStWFL8hnMOPPvqoX528efNmoRvQTAW/C+znzz//7He933//vdCv+F1AV6ekpNC1BL/L3377jR544AFRWwfjsGLFCsPlf/zxR+rcubPQBZGRkdSoUSN64403/B7j7Cz7wgsvUNmyZcX4vvnmm3StuXz5Mn3xxRd0yy23iPsEjAPuO43G7J133qEmTZqI8xfXSGgp/b3QiRMnDLUTHtDtHFxboMlxHBo0aEC///57nu6z5NpqJ6mfiphhCj9Q3DThx//iiy8GXPann34SFxf8sHEzjkkYk8gNN9zgIwJuuukmWrx4Mb311lt07tw5WrhwIcXGxlKLFi1ow4YNmmV//fVXIdhWrlwp3vvjjz/os88+o2sJLoaYRAYPHkz3339/wGVxgwiRiMkOkydusk+ePEkdO3YU+5rT9ULQYH0HDx4UF2KItW3bttG1BPuFYwshAXFlBMQTzgVMOB988AFdvHhRCGJs9+233+5jaPnqq6+ob9++4uYexoe///5bHOvu3btTWlqaZlmMEwxSEG7YHqzP34Sbl2BbYRz49ttvAy6H441tXb9+vRALOMd/+eUX2r17N7Vt25aOHz+uEdnt27enHTt20J9//knnz5+np556ip588kkhMvUGzbvuuksYx2AshMB66KGH6FqC44MbCAhmiOJA4Ler3jz8888/4nzAeQGjUteuXcnJbrqzsyyMkk8//bQwDGFMYfB+7bXX6FqC7cJ5jpse/CYDgd87BBBEIwyTEFAw7MFgi+sFB78D/E74Y9euXeK9G2+8Udy8qnz00UfCSIjrwZIlS2jq1KnCSSCRSPIPGIhxY4x5DYakQOBajmvAoEGDxNyGm3fMF9AN0A/8Rg7zBK77mDdxncD1Z9myZUI/6Y1TuCGFZsC1ERoNc4peY+U1EyZMoJ07d4qbYMx7gYARAsYmXCuxbzAgQCPdfPPNPjes2VkvHF2YqzBumE8xf/ozduUluPbj5hrOCcxvRuC4Q3PDALlgwQKhBV566SWhwf3NMZgDsU+vvPKKaI6A9UMj6x1m+O477riDxo8fL86x1q1bi226lmCexnGDow7zeiBgRMNcmZycTMuXLxfj8umnn3oML1wbwiiF3wrmSegCaCucS3369BG/E/02QDtCv0HPQqfB4X0tgcF61qxZYi7HPUMgML/DSA1HJJyiOHb4zLPPPutz35CdZb/88kuhR3E9gO7CdQTXiGsJzmnofRgboaECgWso9DB+A7gm4jjimMPxP23aNM9yMHjqtRMeX3/9tXgf9wwc6C/8HmGkRVABrsGBHAgSSaFGKUJ8+eWXsCYo8+fP9/t+zZo1lbp16ypOp9PzmsPhUOrUqaO0bt1as+xTTz2lpKWlaV6Li4tT7Ha7cscdd/gsO2nSJM/z999/Xxk8eLCSX4wePVqMw+nTp33ew2sWi0W57777NK+fOHFC7NuYMWNytF7QpUsX5ddff/U8v/fee5VZs2Yp+UXTpk3FMfcHzhHsi377fv75Z/H6d99953ktPT1dKVOmjNKzZ0/Nshs2bBDLzpgxw/Oay+VSbDabcunSJc9rVapUUXbu3KnkBykpKWIbBw4c6Pf9Tz/9VLz/ww8/aF5fvHixeH3atGme1yZOnChe27p1q2bZJ598UpxTBw8e9Ly2ceNG8VtTOXXqlBIZGankF8uXLxfbPn36dL/vDxs2TLx//PhxzesvvfSSeH3dunU5WhbnxqBBgzTnV/fu3ZX84rXXXhPbiHPXH40bN1YqVark8/qtt94qzmtcLwMxYcIEsf4ff/xR8zquNzNnztScM88++2yO90OSMzCH4fgU6/a0UvzmF3P1gXVi3fgOSeFD/e0ePnzY570LFy4IfdCnTx/N62fPnlXCwsLENVHl8uXLyosvvuizjn///Vesf/LkyZrXe/TooZl/HnroIWXq1KlKftGxY0elbNmyft9bsmSJ2Ie3337b73yJ+TQn6wXFihXTzCkNGjQQY5ZfYE7Xa12VKVOmiP1dvXq1zxxoMpmUHTt2eF47evSoYrVahX7gfP7552IdK1as8Ly2Z88epWLFip7n8fHxYju4Zr+WqBoP86Y/xo8fL97fvXu35vV3331XvL5s2TLPa9CPUVFRGm2ozq2lSpVSUlNTPa998cUXSu/evTXnV7t27ZT8AroJ+wMd5Y/27dsrxYsX9zlOffv2FedDQkJCjpYdMWKE8tZbb2nOr3Hjxin5Rb9+/cQ4ZGRk+LyH+0Wcq/r7BIBzunnz5ldcf7du3cQY7N+/X/N6o0aNlLVr13qe33TTTT4aS1J4tZPUT1oKfcRUVoFnC145NcVLBVZovAaLPA9JR1QDwjY5CLFGCtPhw4c1ryO9C15HfB7eLng5EIVSEIGHBxEd119/veZ1hMkiqgVekpyCcYC3CF4jREbAgwSPV0EEnj6gHwdEwgA+Dogog8cKHkwOwu0Rko4UPxWE4cIrDE80vGjw7sBrhrD/gghCg7P6PsYMz5HKoR8znFPck4VzCV5URBMiXQSex4L6m8juOGRnWZwLiLxElBl+F59//nmhHQekNAfyoiPVDx5OhN3rPX64NsAbCO8orsOIILtSBIEk71BcLk8Rz9x7+KbwSIoGW7ZsEdEs+vkSeghpJ4gaUqOMcQ3xF92hptX700+4LiLyFBEUuF4ixakw6QaUh4CuvFr9hHkS8yWi7qE5EEFVUMfBZrOJyDi9FsB5wDURIqoQSabXT4gWgl7iy1atWlWcZzifMA5IvYeG5Jq9MOsnpHghjU8/Zrg/+euvvzyvIZoIEUKIrEIEIjIyCqtuQOomj57OzrL4TSCLAZHbKDWCSLSCOg74PSA9M6fnCiKgcA4g6l5fggTjgEgzRFAiUhXRdzhHJEVFO0n9xCmYV/s8wF/eu4oqqLZv3x5wHTC24AKJPHkOQnGROoVJGjftECnDhg2jwjgOEEOBalMFAuHqyBdHPR2IDhj3cGNe2MYB8BRE9bzQH3cA4QijAwc355hgINpfffVVcROO2gMFERgQEGqMNA2IIKQcYt8RWo3JEOf1lcZM/f3wMcMkDJGOEH4YKjCR4uajoIKweYRXjxo1ShiYUc8BKWeoV4YURH7ss7MsrglIJ0StDKQNox4HnhdU8BvGDSLSaWBYhBCaPXu2uFkMVGcDIJ0F1w/UHYFI4yAdsFmzZqKWBFIccH3s1atXHu+NRCK5FroB6Vn+alTqrw/+5lGkeGGuxPUR10nMRXqDR2EZh6spXQCnHuZgzJeYN3ETfqWb2fwcBxiVsqIFjPQTDDSo0cj1E4wScHBBN2EckP6JtL+CyogRI4TeRZrX/v37hRZAHSaUAIF2gobKiX6CAQvzLWq/qbU/USqjoPLcc88J4yPqciFVNyEhQejg+fPn08svv0xWqzVHy0JPwVADIwwcWbjX6tevHxVE8HvAPQ9KFOC3DO0EDYU0vEuXLonrWiCgj3Eu6EsmANRuw/qgO5HG9/HHHxdYZ7dEcrV4rwBFHAifypUri5owmCBUDwwiPfAawEXECHhxhg8fLj6HIsf+bujwKOjgAo8LKLwxqGmggkgvRDKo4xCoSKcRMEphgikMqIIB48C9ksgl158LuFEHek+X+homHX5OoRA2osUKAzAgwKOJwv6IAFPBjQGEMTeoYcxQJwhCE8JJBWPo7/eD+luor1EYQOQbvNQQPrhBUkHhT+T053RZgMK+eBQG0AwCEZ+oKYfaLwBCETcKuP4FAmIM1xZ+XVHBOhBFKIueFwxEa+Jcbk8s2x0XXWBURrQkrvUwMqvgmq82ycDfuIn2B5xdMHajMYreaYcoA9yUFWTHhT/dwOdLzIu4qfTX/CKrIFoIDoDCAMYBdVcRBYRaU4G0gKqf/BnZoJ/0YwbHxdatW6kwAOMZxgEGJBT4V0ENJf35jDFDoXQYcflYGOknGGWudV3OnIJzAJFvqBmmzvHQwzDGoF5XTpfF6zDy4VEYgM6DcXLkyJEeHYRjjWhxNRvDH7h/QP0sFIPXRxYCvH6ta2tJrp128qxXElwRU2oRO4goRDwgpQQPXEjUFD6jNBUIDlxkMKnAa1FQw8yzAoxzEIbwQqGAJ8KEUQQexU9Vj06gdJ2iwt133y3ENgouQligWDcEAooW4iba3xj48xAWduCxQmg0RBFEJsLnkbaBfYVxinfEQUFS3FjAYwPhCE8XJlykH0BAFObzBuHRSOlFl0F4PnE+4CYBBkYY2HhHuuwsW9hAdBR+G7gu4vqI9EN45+DlhIfTCBi2URAfjSS4sU4ikRQNxx6uCbg5QuMCOGNQlBm6Qb3eGV3/MacgghpzDBoxoDNnYQUNUzAvIrIDDh1c+zEf4EYUuqGgppzlNjgXcE5AS6IMBrQAHFkwIOA80J8LgbRTYdZV0EowtMBZhULXOB+gAxD5hnRP3kkP6a14DoMM7jkwt8L5oxojC7N+gg5EBDSKl6PoN+4r0EwIXfT0jqrsLFvYwL0lIuLhoMQ1EgZ5RNPBcAnHnRFLly4VWhvaWl9CRiIJNoJjFs0EKSZIL0IHMoTfIlIGkwOEllpnyR/wECISCCGZ+u5jhREYpCCssN8QF5hA4f1DWDJEQoUKFaiog0ghpNthwkAnDbTkhXcKkwo8W/xcQMtXgIlGDyZVeP0KqyBFR0vcYOCGAaHS8F7DYIcaD5goESmjAvGF7pX47SC8GjcY+DxCsLH/Rr+fwgC8+bixgGhCfj/qKaEbDbr5wRuudkvJ7rKFCUSFPvbYYyIVGdcHRE3CEInrJgQXuspAfPsD5w+iT/2FoUsKap2E3H9Iii64vuHmEZ26ECmCFHB0OMaNF/B3/UdqONLFYbxQO4MWZjDPwQCPm2oYZ6AbYJzD9RE6qjDPgdkBcwMMcnDO9OjRQ0R0YM6AvkaUtV4/qeme/vQTxrCwAscmznHsN+4noAUQGQONjXqu3BiBSDCkJsJQi47RcBKjBICaqlhYzx0cWzh0kY0BPYj7B0QJoZsi7pkwBhiL7C5b2EBHYtREQ4kH3FPgvgDXSXSrhMMOjl0jp6V6nhTUEjCSvNdOUj95KZx301cB8r4hkjCZYKLEDTjatqLonr9ivLhRwySD/yHKigLwzODmGu2ZcTMKqz5ymJHrjwnTX8paUQQ33fBsINoD4wADDTwWGAfcnKtgTAAiy/QgAo+ntRU2sP0wRkJgciCScB6oaRoqEF8o9A8jHX5D8AxiOdQM4GNW2MB+ItJHXwsMNZHU93OybGEC3kt4fNXz3d+++fsNAKQtwFCJyAiJRFL0gFEGqTa4vmG+RLQtjNUoWI40JtyEcbAM0lJQc+ezzz4TkSJFATTBwX6j3ij2EcXcYaRCFHFhngOzC2rcQD8jVQ8NXrD/SOXEHJIV/QSjFKJyC7t+QgpmVFRUlrQAxgUOURin8ECkDMZLfa8wglRMnAPqPgcah+wsW9hQz28j/YSoQmgsPQiOQPQlDNv+6thKJMFG0Bmm9KCgHMJIUVNFb5BB9Ay8hLB0v/POO1SUQd0gpLJhX4MZ3GDDq8FrAsHThZtuRAZx4NlBVBFqDRVWIKrgxYK3hwPRDeGI968EvEQoyoi6CoUV7CdqrPHQe6AWZuXjkJ1lCxO4sYSB3l9dsED7husGUhpxDZVh6IWDvOkqI2skBBu4icTNtV43wFEBJyDSlNBRDA6fogzq8sFZo0aPBSvQAtBKiIBRueOOO4QzVK+f0BQG2qOw6ycU/YfRISdaAOUz4ByFUaqwdlmDgxeGuazohuwsW9hQt9to36Ct9MZ78NVXXwnDrow2D27tJPVTkBqmfv/9d5HnjZtKXAhQUwdhyLhYqIV+VZDChAfqqiDktCiBOgCoJYNIKXhtfvnlF5HzjQLYuLkMFlDMGUWsETkHTw5qJSEyDsZIpCjwtD+MGc4fGCiTk5NFShPCdeEJKczhtwg7RtF6HHdEEsLYgu4w6HyCDjn6ukI4T1BrDctBkOGGBLUlkL7G2/wWNp588knhuUIBc1wf8LtAmD3OB6QwIl0jJ8sWJpDGiZQU1MhAIVJERMA4CWMtbjhuvvlmv+IZ0RCIuivMvwOJRBIYRAkhjQ8RxpgDMXei5hIMD7wxAm62keoGXQGjFFKBixIwPiHCAddGzAPQUiiDAL3Iu7AVdVCLEI2DcC7AkYVOgpgLUPYCUWX8hh06AecPapRBe69evVpE7SOiLlBR6IIOGiEhcnzAgAEiAwFjgQhBODaR7sj1NDQjfieIMMQYwBkIoxyiaApD4X8jUNYAkZTQj0jHQxQcHP5IUUQmBupx4pHdZQsb6ECOGqPIsEHaMq4P0FDQUkjhhJb2150bvxmku6KsiEQicef8FmpOnz6NXquGj4SEBM+yqampyhtvvKHUrVtXCQkJUWrXrq08++yzmmVUIiIiDNdZtmxZpaAxf/58w+1t2LChZtlz584po0ePVipWrKiEhYUpLVu2VGbNmqU4nc6rWm9BYMKECYbbO3z4cM2yO3fuVO666y6lePHiSkxMjNK9e3dl8eLFhuueN2+e0qxZM3HulCpVSnnwwQfFWBZEOnbsaDgOn3/+uWbZPXv2KAMHDlSqVaumhIaGKlWqVFHuueceZceOHT7r/fPPP5XOnTuL30eZMmWU/v37K7t27VIKKhaLxXAcdu/erVl2+fLlyk033aSUL19e/C7q1KmjjBkzRjlz5ozPerOzbH6zYcMGwzHAec/BNWDOnDlK27ZtlRIlSihRUVFKkyZNxHUzOTnZZ93x8fFKeHi40rVr12u4R5KcEhcXJ457RPtHlMjOE3L1gXVi3fgOSeFg4cKFhteGmjVrapa9cOGCMm7cOKVy5crimte8eXNlxowZisPh0Cy3f//+gJrs5ptvVgoakydPNtxezI2cvXv3Kn379lVKliwpro+49v36669Xvd6CAI6N0fZOnz5ds+xff/0l9j0yMlLood69eyvbtm3zu17MK2+//bbQ3Ha7XalUqZIyceJEv3NKQQDzotE4YD7l/PPPP0rPnj2FnoZ+qlWrljJixAjlxIkTPmMA7QUNieXwOxo1apS4hymIQB8ZjQF0Fcflcinffvut0qFDB3Eu4Jxo1KiRMmXKFCUxMTHHyxYEZs+ebTgO119/vWZZnM+vv/660rhxY3FtgIaClpo7d67Ybz0bN24U6xk/fvw13CNJQdNOUj9pMeEfaaGTSCQSiaRoA+80is1GtH+ETNaQXF234kijpLUzRAQqj5iQSCQSiUQiKazkpXYCUj95sbK/JRKJRCKRFHFcLieZcrkmlKyRIJFIJBKJpKiSF9oJSP3kRRqmJBKJRCIJIhSni8jkzP11SiQSiUQikRRB8kI7edYrCb7i5xKJRCKRSCQSiUQikUgkkoKDjJiSSCQSiSSIUBQnUW6n8mGdEolEIpFIJEWQvNBOnvVKBNIwJZFIJBKJRCKRSCQSiURSRLl48SL9999/lJGRQbVr16YqVaoEXH7Xrl108OBBKl26NLVu3ZosFkuuLGuENExJJBKJRBJEiEKbuV1jKg+8iBKJRCKRSCRFVTt51pvHbN26lZ599llatGiRMBqFhYXR2rVrqXv37vThhx9SpUqVNMvHxsZSnz59aMuWLdSxY0favXu3eP2nn36iZs2a5XjZKyENUxKJRCKRSCQSiUQikUgkRYylS5fSmTNnaNu2bdSgQQPx2uHDh6lDhw7Us2dPYbgymUye5e+77z7at2+fMDKVK1dORFjdfvvtYtm9e/dSZGRkjpa9ErL4uUQikUgkQQS8c3nxkEgkEolEIimK5JV2uhb66brrrqNVq1Z5jFKgevXqNGzYMNq+fbt4qMB4tXDhQho/frwwNAGbzUYvv/wynTp1ir744oscLZsVpGFKIpFIJBKJRCKRSCQSiaSI0aZNG5G+p8flcon/k5OTNdFVoEuXLpplW7RoQTExMbR48eIcLZsVZCqfRCKRSCRBhJKRmvseOmdG7q5PIpFIJBKJpChrJ6af4uPjNS+HhISIh56ff/7ZY1AKROXKlalt27aG7yclJdGcOXOoePHi1Lx5c8/r+/fvF/9XrVpVszxS/VAsXX0/u8tmBWmYkkgkEokkCLDb7SLU+syu7/Nk/Vg3vkMikUgkEomkKJDX2gmgDlPlypU1r02ePJleeOEFn2X79u1LTueVDWT9+vWjefPmGb4/fPhwOnHihCh+Hhoa6nk9MTFR/B8eHu7zmYiICDp+/HiOls0K0jAlkUgkEkkQAOGBYpfp6el5Jt64uJFIJBKJRCIpzOS1dgKKomiKjwN/0VKgd+/eWTJMtWvXzvC9Z555hr7++msaOnQojRw5UvOe6mB0OBw+n0Nhc67zsrNsVpCGKYmkkJOSkkIff/yxaMv533//Cet12bJlRVjlbbfdJrolVKhQQSybmpoqcowHDhxIX331VcD1/vbbb8KKvmHDBoqLi6MyZcrQ9ddfT48//rgm5BMMHjxYhIOikN6ePXt8oiaqVasmHitWrMiDEZBIJFkFIkEajyQSiYTo/Pnz9P7779Pvv/9OBw8eFDee0Es1a9YUUQl4REdHi6H6999/qX379vTWW28JHWQEbtA+//xzmjt3Lu3YsUPoLrRi79GjB02cONEnKgLt1FFA+NZbbxXbwbl8+bJIsxk7dixNnTpVHjKJJJ8oSNrpu+++u6rPv/LKK/Taa6/RAw88QB999JHP+xUrVhT/nz171nP9U8FrNWrUyNGyWUEWP5dICjHHjh2jVq1a0TvvvEMPPvig6KqQkJBA//zzD9177700bdo08X92GTVqFN15551i3Rs3bhTGrkWLFnkK6H322Wd+PwePwowZM656vyQSiUQikUjyirVr11KjRo3ojz/+ECkzhw4dEoYgPO/YsSONGzeOnn/++WytEwWEYYCC4QraCy3UsU4YqWB8atKkCa1cudLvZ/G9f/31Vy7tnUQikfiC+8Vnn31WBC3AgG42mw0jrTZt2uRjaELqH69blZ1ls4I0TEkkhRQUvrvrrrvo4sWLtG7dOmGYguUa0UrwyCE0c9euXXTDDTdka72Ikpo5c6Ywar300ksi8grrbNiwoQj77N+/v8hLRiSVnltuuUVY4iHEJBKJRCKRSApipNTtt98uorzhyLvjjjuoZMmSInWmbt26wlAFQ1Lt2rWztV4Ys5YvXy4izqHBEGmOKIsOHTqI7lWIxLr77rvF93Pq168vosqffPJJkdIjkUgkuQ3u72A0R9bMF1984dcoBW688UZxH4lsHM6sWbPIYrGI+82cLJsVpGFKIimkLFiwgDZv3kxPP/00lS9f3u8yaNWZHY8fjF0vv/wy1apVS0RN+ePNN98U/8MA5e89pP35e08ikUgkEokkv0Fk94ULF+iNN94wTM+BEWn06NFZXieiAxBNDodh586dfd6H0QvpM3AmfvDBB5r34Px79dVXRdTBN998k4M9kkgkEmPQye+RRx4RqXUo8zJ//nz68ccfPY+TJ09qrkcwXCF9GYZ0lH6B0Rz3h7iGwZCek2WzgjRMSSSFFDW17uabb861dSIV8PTp0yLySV+ETwVGMNREgPdPX3wPYfGDBg2i6dOn09GjR3NtuyQSiUQikUhySz+hi1SnTp1ybUBVTYRaUUZ07dpVGMJU/cZBNDrKJyDNJi0tLde2SyKRSFJSUoThCDWCf/jhB9Gtjz/03fOQbbNz506RLbNw4UJxTUKd4CeeeMJnMLOz7JWQxc8lkkJcXwroC2nmxjqRvhcIvI/aU/D8IVSdM2XKFHGRg7j68ssvc23bJBKJRCKRSHJD66DIOVJNrqV+slqtouSCP8cdnIEorA7jFSK6JkyYkGvbJpFIgpuBAweKR3ZAdBXu6XJ72UDIiCmJpJBiVIcAIZkQOPyBkPWrWafRcv6iqiD2xo8fL+pRbdmyJUvrk0gkEolEIrkWGGkdONS4dkI3vatdp7/ljCLSu3TpQj179hTlEC5dupTl75ZIJJKigDRMSSSFFNUrpw+/7NOnjxA+eGSnPgJf55XS8OAZjIiIoBIlSvh9Hy2RS5UqlaMwTolEIpFIJJK8Alrn1KlTPuUIUBdF1U/ozJfddV5JPzkcDlEuoUqVKobLoO5VfHy8rNUpkUiCDmmYkkgKKWptKX+1CnIKWhmXK1dO5Agbef8gqrZu3Urdu3c3DIOPiooSRdeXLVtGf/75Z65tn0QikUgkEsnV6qfk5GRavXp1rg1kt27dhCb6448/DJdBxz7UeglUGxR1WgYPHizS+Y4cOZJr2yeRSCQFHWmYkkgKKWhvjCLk8K6dPXs2V9aJ1qGTJk2iAwcOiLai/lDbGaMbYCCGDx8uWi1jeXT7k0gkEolEIslv0J2qZMmS9NRTT+VaoXHU+4RBCd2uVq1a5fM+vueZZ54RkeZGXY9VXnrpJWHkgh6TSCSSYEEapiSSQgqMSBBAMTEx1LZtW5ozZ46IZsrIyBCGKnjtVG+gUT0DI8H28MMP09ixY0XUE9L2sM5du3bRfffdR99++y3NnDlTfGcgbDabaBW6Y8cOn3RDiUQikUgkkvygdOnStGDBAuGEQ2e+X3/9lWJjY4XWQdt0tDw/ePBgtrQTmDZtGl133XXUq1cvmjVrlqjvCYPU2rVr6cYbb6R9+/aJOqD6pjH+anU+9thjAaOvJBKJpKghDVMSSSGmWrVqojsejEizZ8+mBg0aiNpPLVq0oMmTJ4vQ8s2bNwvPIAeFyfUF0vFAfSrw0Ucf0U8//UQbNmwQ68I6IapQj2HdunU0bNiwLG1f7969qUOHDnmy7xKJRCKRSCQ5ATWk0OIcaXVwwqFGFMoQ4HUYlVCj01/kE2pn+tNPqE8FrbRkyRIRyQ7jVs2aNSk6Olo49Ro3bkzbt28XXfeyAqLNr2TAkkgkkqKESclqGwmJRCKRSCQSiUQikUgkEokkF5ERUxKJRCKRSCQSiUQikUgkknxBGqYkEolEIpFIJBKJRCKRSCT5gjRMSSQSiUQikUgkEolEIpFI8gVpmJJIJBKJRCKRSCQSiUQikeQL0jAlkUgkEolEIpFIJBKJRCLJF6RhSiKRSCQSiUQikUgkEolEki9Iw5REIpFIJBKJRCKRSCQSiSRfkIYpiUQikUgkEolEIpFIJBJJviANUxKJRCKRSCQSiUQikUgkknxBGqYkEolEIpFIJBKJRCKRSCT5gjRMSSQSiUQikUgkEolEIpFI8gVpmJJIJBKJRCKRSCQSiUQikeQL0jAlkUgkEolEIpFIJBKJRCKh/OD/ljApj/TzC/MAAAAASUVORK5CYII=", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.clf()\n", "fig = plt.figure(figsize=(14,6))\n", "ROIPlotter(resid_noj0621['sigma'],roi=gta.roi).plot(vmin=-5,vmax=5,levels=[-5,-3,3,5,7,9],subplot=121,cmap='RdBu_r')\n", "plt.gca().set_title('Significance')\n", "ROIPlotter(resid_noj0621['excess'],roi=gta.roi).plot(vmin=-200,vmax=200,subplot=122,cmap='RdBu_r')\n", "plt.gca().set_title('Excess Counts')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "We can get alternative assessment of the model by generating a TS map of the region. Again we see a hotspot at the position of 3FGL J0621.0+2514 which we excluded from the model." ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "collapsed": false, "deletable": true, "editable": true, "execution": { "iopub.execute_input": "2026-07-17T21:47:52.720348Z", "iopub.status.busy": "2026-07-17T21:47:52.720176Z", "iopub.status.idle": "2026-07-17T21:48:00.537513Z", "shell.execute_reply": "2026-07-17T21:48:00.536631Z" }, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:47:52 INFO GTAnalysis.tsmap(): Generating TS map\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:47:53 INFO GTAnalysis._make_tsmap_fast(): Fitting test source.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:48:00 INFO GTAnalysis.tsmap(): Finished TS map\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:48:00 WARNING GTAnalysis.tsmap(): Saving TS maps in .npy files is disabled b/c of incompatibilities in python3, remove the maps from the /home/runner/work/fermipy/fermipy/fermipy-extra/notebooks/ic443/ic443_noj0621_pointsource_powerlaw_2.00_tsmap.npy\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:48:00 INFO GTAnalysis.tsmap(): Execution time: 7.81 s\n" ] } ], "source": [ "tsmap_noj0621 = gta.tsmap('ic443_noj0621',\n", " model={'SpatialModel' : 'PointSource', 'Index' : 2.0},\n", " exclude=['3FGL J0621.0+2514'])" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "collapsed": false, "deletable": true, "editable": true, "execution": { "iopub.execute_input": "2026-07-17T21:48:00.538994Z", "iopub.status.busy": "2026-07-17T21:48:00.538841Z", "iopub.status.idle": "2026-07-17T21:48:00.807345Z", "shell.execute_reply": "2026-07-17T21:48:00.806375Z" }, "jupyter": { "outputs_hidden": false } }, "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=(6,6))\n", "ROIPlotter(tsmap_noj0621['sqrt_ts'],roi=gta.roi).plot(vmin=0,vmax=5,levels=[3,5,7,9],subplot=111,cmap='magma')\n", "plt.gca().set_title('sqrt(TS)')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "## Measuring Source Extension\n", "\n", "After optimizing the model we are ready to run an extension analysis on IC 443. As reported in [Abdo et al. 2010](http://adsabs.harvard.edu/cgi-bin/bib_query?arXiv:1002.2198), this source has a spatial extension of 0.27 deg $\\pm$ 0.01 (stat). We can run an extension test of this source by calling the *extension* method with the source name. The extension method has a number of options which can be changed at runtime by passing keyword arguments. To see the default settings we can look at the extension sub-dictionary of the config property of our GTAnalysis instance." ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "collapsed": false, "deletable": true, "editable": true, "execution": { "iopub.execute_input": "2026-07-17T21:48:00.808907Z", "iopub.status.busy": "2026-07-17T21:48:00.808754Z", "iopub.status.idle": "2026-07-17T21:48:00.812124Z", "shell.execute_reply": "2026-07-17T21:48:00.811360Z" }, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "{'fit_ebin': False,\n", " 'fit_position': False,\n", " 'fix_shape': False,\n", " 'free_background': False,\n", " 'free_radius': None,\n", " 'make_plots': False,\n", " 'make_tsmap': True,\n", " 'psf_scale_fn': None,\n", " 'ra_format': 'hour',\n", " 'reoptimize': False,\n", " 'save_model_map': False,\n", " 'spatial_model': 'RadialGaussian',\n", " 'sqrt_ts_threshold': None,\n", " 'tsmap_fitter': 'tsmap',\n", " 'update': False,\n", " 'width': [],\n", " 'width_max': 1.0,\n", " 'width_min': 0.00316,\n", " 'width_nstep': 26,\n", " 'write_fits': True,\n", " 'write_npy': True}\n" ] } ], "source": [ "import pprint\n", "pprint.pprint(gta.config['extension'])" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "By default the method will use a 2D Gaussian source template and scan the width parameter between 0.00316 and 1 degrees in 26 steps. The *width* parameter can be used to provide an explicit vector of points for the scan. Since we know the extension of IC 443 is well localized around 0.27 deg we use a width vector centered around this point. The analysis results are returned as an output dictionary and are also written to the internal source object of the GTAnalysis instance." ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "collapsed": false, "deletable": true, "editable": true, "execution": { "iopub.execute_input": "2026-07-17T21:48:00.813867Z", "iopub.status.busy": "2026-07-17T21:48:00.813691Z", "iopub.status.idle": "2026-07-17T21:48:42.730986Z", "shell.execute_reply": "2026-07-17T21:48:42.730148Z" }, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:48:00 INFO GTAnalysis.extension(): Running extension fit for 3FGL J0617.2+2234e\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:48:16 INFO GTAnalysis._extension(): Fitting extended-source model.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:48:20 INFO GTAnalysis._extension(): Generating TS map.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:48:28 INFO GTAnalysis._extension(): Testing point-source model.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:48:42 INFO GTAnalysis._extension(): Best-fit extension: 2.3829 + nan - nan\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:48:42 INFO GTAnalysis._extension(): TS_ext: 0.000\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:48:42 INFO GTAnalysis._extension(): Extension UL: nan\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:48:42 INFO GTAnalysis._extension(): LogLike: -48963.193 DeltaLogLike: 0.280\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:48:42 INFO GTAnalysis.extension(): Finished extension fit.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:48:42 WARNING GTAnalysis.extension(): Saving maps in .npy files is disabled b/c of incompatibilities in python3, remove the maps from the /home/runner/work/fermipy/fermipy/fermipy-extra/notebooks/ic443/3fgl_j0617.2+2234e_ext.npy\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:48:42 INFO GTAnalysis.extension(): Execution time: 41.56 s\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:48:42 INFO GTBinnedAnalysis.write_xml(): Writing /home/runner/work/fermipy/fermipy/fermipy-extra/notebooks/ic443/ext_gauss_fit_00.xml...\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:48:42 INFO GTAnalysis.write_fits(): Writing /home/runner/work/fermipy/fermipy/fermipy-extra/notebooks/ic443/ext_gauss_fit.fits...\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "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 %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 %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 %f cannot be mapped to the accepted TDISPn keyword values. Format will not be moved into TDISPn keyword. [astropy.io.fits.column]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "{'spatial_model': 'RadialGaussian', 'width': [0.25, 0.255, 0.26, 0.265, 0.27, 0.275, 0.27999999999999997, 0.285, 0.29, 0.295, 0.3], 'fit_position': False, 'width_min': 0.00316, 'width_max': 1.0, 'width_nstep': 26, 'free_background': False, 'fix_shape': False, 'free_radius': None, 'fit_ebin': False, 'update': False, 'save_model_map': False, 'sqrt_ts_threshold': None, 'psf_scale_fn': None, 'make_tsmap': True, 'tsmap_fitter': 'tsmap', 'make_plots': False, 'write_fits': True, 'write_npy': True, 'reoptimize': False, 'ra_format': 'hour', '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': [0.25, 0.255, 0.26, 0.265, 0.27, 0.275, 0.27999999999999997, 0.285, 0.29, 0.295, 0.3], 'fit_position': False, 'width_min': 0.00316, 'width_max': 1.0, 'width_nstep': 26, 'free_background': False, 'fix_shape': False, 'free_radius': None, 'fit_ebin': False, 'update': False, 'save_model_map': False, 'sqrt_ts_threshold': None, 'psf_scale_fn': None, 'make_tsmap': True, 'tsmap_fitter': 'tsmap', 'make_plots': False, 'write_fits': True, 'write_npy': True, 'reoptimize': False, 'ra_format': 'hour', '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': '3FGL J0617.2+2234e', 'file': None, 'config': {'spatial_model': 'RadialGaussian', 'width': [0.25, 0.255, 0.26, 0.265, 0.27, 0.275, 0.27999999999999997, 0.285, 0.29, 0.295, 0.3], 'fit_position': False, 'width_min': 0.00316, 'width_max': 1.0, 'width_nstep': 26, 'free_background': False, 'fix_shape': False, 'free_radius': None, 'fit_ebin': False, 'update': False, 'save_model_map': False, 'sqrt_ts_threshold': None, 'psf_scale_fn': None, 'make_tsmap': True, 'tsmap_fitter': 'tsmap', 'make_plots': False, 'write_fits': True, 'write_npy': True, 'reoptimize': False, 'ra_format': 'hour', '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. , 0.25 , 0.255, 0.26 , 0.265, 0.27 , 0.275, 0.28 , 0.285,\n", " 0.29 , 0.295, 0.3 ]), 'dloglike': array([ 0.00000000e+00, 1.71974825e-05, -4.55915142e-05, 3.10054456e-05,\n", " -1.13570131e-05, 1.83605443e-05, -6.06974208e-06, 3.54630174e-06,\n", " -2.79484084e-07, 3.40578335e-05, -1.28729225e-05, 3.58204124e-06]), 'loglike': array([-48963.19306152, -48963.19304432, -48963.19310711, -48963.19303052,\n", " -48963.19307288, -48963.19304316, -48963.19306759, -48963.19305798,\n", " -48963.1930618 , -48963.19302746, -48963.1930744 , -48963.19305794]), 'loglike_ptsrc': -48963.19306152237, 'loglike_ext': -48963.19302728916, 'loglike_init': -48963.47297651335, 'loglike_base': -48963.19305724416, 'ext': np.float64(2.382916025741992), 'ext_err_hi': np.float64(nan), 'ext_err_lo': np.float64(nan), 'ext_err': nan, 'ext_ul95': nan, 'ts_ext': 6.846641190350056e-05, '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, 12), dtype=float64), 'ebin_loglike': array([], shape=(0, 12), dtype=float64), 'ebin_loglike_ptsrc': array([], dtype=float64), 'ebin_loglike_ext': array([], dtype=float64), 'ra': np.float32(94.31), 'dec': np.float32(22.58), 'glon': np.float64(189.04765703402066), 'glat': np.float64(3.0334498966052093), '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'norm', b'alpha', b'beta', b'Eb', b'', b'', b'', b'', b'', b''],\n", " dtype='|S32'), 'param_values': array([3.29100451e-11, 2.09283869e+00, 7.77843534e-02, 1.44421973e+03,\n", " nan, nan, nan, nan,\n", " nan, nan]), 'param_errors': array([4.39236063e-13, 3.09889858e-02, 1.32462833e-02, nan,\n", " nan, nan, nan, nan,\n", " nan, nan]), 'ts': np.float64(33694.985830415186), 'loglike': np.float64(-48963.19302728916), 'loglike_scan': array([-65810.6859425 , -48965.92932485, -48965.28420296, -48964.72663085,\n", " -48964.25612638, -48963.87221151, -48963.57441222, -48963.36225849,\n", " -48963.23528424, -48963.19302729, -48963.22051286, 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6.04231571e-08, 6.06117568e-08, 6.07643187e-08, 6.09168806e-08,\n", " 6.10694426e-08, 6.12220045e-08, 6.13745664e-08, 6.15271283e-08,\n", " 6.16796902e-08, 6.18322522e-08, 6.19848141e-08, 6.21373760e-08]), 'norm_scan': array([0. , 0.32090821, 0.32193224, 0.32295627, 0.3239803 ,\n", " 0.32500433, 0.32602836, 0.32705239, 0.32807642, 0.32910045,\n", " 0.32992881, 0.33075717, 0.33158552, 0.33241388, 0.33324224,\n", " 0.3340706 , 0.33489895, 0.33572731, 0.33655567, 0.33738402]), 'npred': 10818.437230419555, 'npred_wt': 10818.437230419555, 'pivot_energy': 1820.7761011871032, 'flux': 6.061175679219725e-08, 'flux100': 6.027183896278766e-07, 'flux1000': 6.067480857499324e-08, 'flux10000': 2.866273532437374e-09, 'flux_err': np.float64(6.557460996863624e-10), 'flux100_err': np.float64(6.026044430305793e-08), 'flux1000_err': np.float64(6.565218334817747e-10), 'flux10000_err': np.float64(1.136492273385801e-10), 'flux_ul95': 6.168506949564338e-08, 'flux100_ul95': 6.133913240291357e-07, 'flux1000_ul95': 6.174923779911179e-08, 'flux10000_ul95': 2.917029490633136e-09, 'eflux': 0.00019542000082911948, 'eflux100': 0.0003516874874544622, 'eflux1000': 0.00020401350019373576, 'eflux10000': 6.722446841375579e-05, 'eflux_err': np.float64(3.5455318088214216e-06), 'eflux100_err': np.float64(1.4964586879265526e-05), 'eflux1000_err': np.float64(4.758497148401063e-06), 'eflux10000_err': np.float64(4.497944568072979e-06), 'eflux_ul95': 0.000198880497282249, 'eflux100_ul95': 0.0003579151678238344, 'eflux1000_ul95': 0.00020762617029308907, 'eflux10000_ul95': 6.841487898341256e-05, 'dnde': 2.018025985928591e-11, 'dnde100': 5.051291221544976e-09, 'dnde1000': 7.028312628922973e-11, 'dnde10000': 4.2863689427897514e-13, 'dnde_err': np.float64(2.377193459308107e-13), 'dnde100_err': np.float64(8.937256014376927e-10), 'dnde1000_err': np.float64(1.5633218321631126e-12), 'dnde10000_err': np.float64(9.97049485078423e-15), 'dnde_index': np.float64(2.0356564289950816), 'dnde100_index': np.float64(1.677446243614778), 'dnde1000_index': np.float64(2.0356564289950816), 'dnde10000_index': np.float64(2.393866614393911), 'name': '3FGL J0617.2+2234e', 'spectral_pars': {'norm': {'name': 'norm', 'value': 0.32910045094855117, 'error': 0.0043923606283392085, 'min': 1e-05, 'max': 1000.0, 'free': True, 'scale': 1e-10}, 'alpha': {'name': 'alpha', 'value': 2.0928386932180114, 'error': 0.03098898580432836, 'min': -5.0, 'max': 5.0, 'free': True, 'scale': 1.0}, 'beta': {'name': 'beta', 'value': 0.07778435343988077, 'error': 0.013246283332552454, 'min': -2.0, 'max': 2.0, 'free': True, 'scale': 1.0}, 'Eb': {'name': 'Eb', 'value': 1444.2197265625, 'error': nan, 'min': 1444.2197265625, 'max': 1444.2197265625, 'free': False, 'scale': 1.0}}, 'model_counts': array([2977.71033347, 2269.88321623, 1678.68188263, 1212.22228126,\n", " 858.16806797, 597.3414665 , 412.87944611, 283.21099947,\n", " 189.73038432, 125.07451434, 81.62768328, 53.41603651,\n", " 34.66836914, 21.97816425, 13.6026542 , 8.24173075]), 'model_counts_wt': array([2977.71033347, 2269.88321623, 1678.68188263, 1212.22228126,\n", " 858.16806797, 597.3414665 , 412.87944611, 283.21099947,\n", " 189.73038432, 125.07451434, 81.62768328, 53.41603651,\n", " 34.66836914, 21.97816425, 13.6026542 , 8.24173075]), 'covar': array([[ 1.92928319e-05, 6.14488726e-05, -1.26409494e-05],\n", " [ 6.14488726e-05, 9.60317241e-04, -3.62840950e-04],\n", " [-1.26409494e-05, -3.62840950e-04, 1.75464022e-04]]), 'model_flux': {'energies': array([ 1000. , 1098.54114199, 1206.79264064, 1325.71136559,\n", " 1456.3484775 , 1599.85871961, 1757.51062485, 1930.69772888,\n", " 2120.95088792, 2329.95181052, 2559.5479227 , 2811.76869797,\n", " 3088.84359648, 3393.2217719 , 3727.59372031, 4094.91506238,\n", " 4498.43266897, 4941.71336132, 5428.67543932, 5963.62331659,\n", " 6551.2855686 , 7196.85673001, 7906.04321091, 8685.11373751,\n", " 9540.9547635 , 10481.13134155, 11513.95399326, 12648.55216855,\n", " 13894.95494373, 15264.17967175, 16768.32936811, 18420.69969327,\n", " 20235.89647725, 22229.96482526, 24420.53094549, 26826.9579528 ,\n", " 29470.51702552, 32374.57542818, 35564.80306223, 39069.39937055,\n", " 42919.34260129, 47148.66363457, 51794.74679231, 56898.66029018,\n", " 62505.51925274, 68664.88450043, 75431.20063355, 82864.27728547,\n", " 91029.81779915, 100000. ]), 'log_energies': array([3. , 3.04081633, 3.08163265, 3.12244898, 3.16326531,\n", " 3.20408163, 3.24489796, 3.28571429, 3.32653061, 3.36734694,\n", " 3.40816327, 3.44897959, 3.48979592, 3.53061224, 3.57142857,\n", " 3.6122449 , 3.65306122, 3.69387755, 3.73469388, 3.7755102 ,\n", " 3.81632653, 3.85714286, 3.89795918, 3.93877551, 3.97959184,\n", " 4.02040816, 4.06122449, 4.10204082, 4.14285714, 4.18367347,\n", " 4.2244898 , 4.26530612, 4.30612245, 4.34693878, 4.3877551 ,\n", " 4.42857143, 4.46938776, 4.51020408, 4.55102041, 4.59183673,\n", " 4.63265306, 4.67346939, 4.71428571, 4.75510204, 4.79591837,\n", " 4.83673469, 4.87755102, 4.91836735, 4.95918367, 5. ]), 'dnde': array([7.02831263e-11, 5.80048983e-11, 4.78059001e-11, 3.93460882e-11,\n", " 3.23388711e-11, 2.65430839e-11, 2.17561045e-11, 1.78079581e-11,\n", " 1.45562781e-11, 1.18820068e-11, 9.68573271e-12, 7.88457693e-12,\n", " 6.40955003e-12, 5.20331263e-12, 4.21828123e-12, 3.41502881e-12,\n", " 2.76093668e-12, 2.22905996e-12, 1.79717467e-12, 1.44697843e-12,\n", " 1.16342142e-12, 9.34147140e-13, 7.49025757e-13, 5.99765454e-13,\n", " 4.79589178e-13, 3.82966277e-13, 3.05390078e-13, 2.43193826e-13,\n", " 1.93398632e-13, 1.53588070e-13, 1.21804912e-13, 9.64662397e-14,\n", " 7.62937795e-14, 6.02568108e-14, 4.75254662e-14, 3.74325886e-14,\n", " 2.94426277e-14, 2.31263187e-14, 1.81401000e-14, 1.42094111e-14,\n", " 1.11151599e-14, 8.68277563e-15, 6.77336806e-15, 5.27659795e-15,\n", " 4.10493765e-15, 3.18905755e-15, 2.47412354e-15, 1.91683017e-15,\n", " 1.48302722e-15, 1.14582381e-15]), 'dnde_lo': array([6.87538211e-11, 5.69047511e-11, 4.70149265e-11, 3.87733799e-11,\n", " 3.19165584e-11, 2.62219150e-11, 2.15020882e-11, 1.75992605e-11,\n", " 1.43799083e-11, 1.17306147e-11, 9.55510562e-12, 7.77204016e-12,\n", " 6.31309989e-12, 5.12121024e-12, 4.14889457e-12, 3.35679285e-12,\n", " 2.71236149e-12, 2.18875270e-12, 1.76386021e-12, 1.41951338e-12,\n", " 1.14080045e-12, 9.15502634e-13, 7.33622193e-13, 5.86990009e-13,\n", " 4.68939730e-13, 3.74037801e-13, 2.97860284e-13, 2.36808858e-13,\n", " 1.87959592e-13, 1.48938982e-13, 1.17822545e-13, 9.30519290e-14,\n", " 7.33671331e-14, 5.77510645e-14, 4.53841559e-14, 3.56072207e-14,\n", " 2.78910684e-14, 2.18116789e-14, 1.70299493e-14, 1.32752038e-14,\n", " 1.03317930e-14, 8.02822936e-15, 6.22839537e-15, 4.82444678e-15,\n", " 3.73109500e-15, 2.88101107e-15, 2.22113872e-15, 1.70974284e-15,\n", " 1.31405159e-15, 1.00837635e-15]), 'dnde_hi': array([7.18464481e-11, 5.91263147e-11, 4.86101809e-11, 3.99272558e-11,\n", " 3.27667717e-11, 2.68681865e-11, 2.20131216e-11, 1.80191305e-11,\n", " 1.47348111e-11, 1.20353527e-11, 9.81814560e-12, 7.99874321e-12,\n", " 6.50747372e-12, 5.28673128e-12, 4.28882832e-12, 3.47427509e-12,\n", " 2.81038178e-12, 2.27010951e-12, 1.83111835e-12, 1.47497488e-12,\n", " 1.18649094e-12, 9.53171347e-13, 7.64752743e-13, 6.12818948e-13,\n", " 4.90480470e-13, 3.92107880e-13, 3.13110223e-13, 2.49750948e-13,\n", " 1.98995063e-13, 1.58382279e-13, 1.25921881e-13, 1.00005830e-13,\n", " 7.93371711e-14, 6.28712782e-14, 4.97678075e-14, 3.93515321e-14,\n", " 3.10804991e-14, 2.45201949e-14, 1.93226193e-14, 1.52093608e-14,\n", " 1.19579223e-14, 9.39068744e-15, 7.36602483e-15, 5.77112511e-15,\n", " 4.51623802e-15, 3.53004130e-15, 2.75592300e-15, 2.14900032e-15,\n", " 1.67373166e-15, 1.30200615e-15]), 'dnde_err': array([1.56332183e-12, 1.12141645e-12, 8.04280813e-13, 5.81167547e-13,\n", " 4.27900645e-13, 3.25102581e-13, 2.57017107e-13, 2.11172434e-13,\n", " 1.78532989e-13, 1.53345884e-13, 1.32412885e-13, 1.14166274e-13,\n", " 9.79236847e-14, 8.34186460e-14, 7.05470917e-14, 5.92462805e-14,\n", " 4.94451085e-14, 4.10495478e-14, 3.39436791e-14, 2.79964519e-14,\n", " 2.30695204e-14, 1.90242071e-14, 1.57269861e-14, 1.30534938e-14,\n", " 1.08912922e-14, 9.14160307e-15, 7.72014473e-15, 6.55712232e-15,\n", " 5.59643096e-15, 4.79420854e-15, 4.11696927e-15, 3.53959036e-15,\n", " 3.04339162e-15, 2.61446743e-15, 2.24234133e-15, 1.91894353e-15,\n", " 1.63787140e-15, 1.39387616e-15, 1.18251933e-15, 9.99949710e-16,\n", " 8.42762490e-16, 7.07911814e-16, 5.92656765e-16, 4.94527160e-16,\n", " 4.11300371e-16, 3.40983746e-16, 2.81799466e-16, 2.32170147e-16,\n", " 1.90704431e-16, 1.56182337e-16]), 'dnde_ferr': array([0.02200121, 0.01914979, 0.0166847 , 0.01466316, 0.01314538,\n", " 0.01217401, 0.0117446 , 0.01178883, 0.01219071, 0.0128235 ,\n", " 0.01357873, 0.01437636, 0.01516283, 0.01590535, 0.01658658,\n", " 0.01720077, 0.01775128, 0.01824913, 0.01871219, 0.01916459,\n", " 0.01963626, 0.02016209, 0.02078069, 0.02153253, 0.02245749,\n", " 0.02359226, 0.02496797, 0.02660859, 0.02853037, 0.03074229,\n", " 0.03324716, 0.03604318, 0.03912533, 0.0424866 , 0.04611898,\n", " 0.05001406, 0.05416349, 0.05855917, 0.06319342, 0.06805902,\n", " 0.07314917, 0.07845752, 0.08397812, 0.08970537, 0.09563398,\n", " 0.10175894, 0.1080755 , 0.11457913, 0.1212655 , 0.12813043]), 'pivot_energy': 1820.7761011871032}}}\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "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 %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" ] }, { "name": "stderr", "output_type": "stream", "text": [ "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" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:48:42 INFO GTAnalysis.write_roi(): Writing /home/runner/work/fermipy/fermipy/fermipy-extra/notebooks/ic443/ext_gauss_fit.npy...\n" ] } ], "source": [ "ext_gauss = gta.extension('3FGL J0617.2+2234e',width=np.linspace(0.25,0.30,11).tolist())\n", "gta.write_roi('ext_gauss_fit')" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "To inspect the results of the analysis we can make a plot of the likelihood profile. From this we can see that the spatial extension is in good agreement with the value from Abdo et al. 2010. " ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "collapsed": false, "deletable": true, "editable": true, "execution": { "iopub.execute_input": "2026-07-17T21:48:42.732887Z", "iopub.status.busy": "2026-07-17T21:48:42.732688Z", "iopub.status.idle": "2026-07-17T21:48:42.909258Z", "shell.execute_reply": "2026-07-17T21:48:42.908481Z" }, "jupyter": { "outputs_hidden": false } }, "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", "plt.figure(figsize=(8,6))\n", "plt.plot(ext_gauss['width'],ext_gauss['dloglike'],marker='o')\n", "plt.gca().set_xlabel('Width [deg]')\n", "plt.gca().set_ylabel('Delta Log-Likelihood')\n", "plt.gca().axvline(ext_gauss['ext'])\n", "plt.gca().axvspan(ext_gauss['ext']-ext_gauss['ext_err_lo'],ext_gauss['ext']+ext_gauss['ext_err_hi'],\n", " alpha=0.2,label='This Measurement',color='b')\n", "plt.gca().axvline(0.27,color='k')\n", "plt.gca().axvspan(0.27-0.01,0.27+0.01,alpha=0.2,label='Abdo et al. 2010',color='k')\n", "plt.gca().set_ylim(2030,2070)\n", "plt.gca().set_xlim(0.20,0.34)\n", "\n", "plt.annotate('TS$_{\\mathrm{ext}}$ = %.2f\\nR$_{68}$ = %.3f $\\pm$ %.3f'%\n", " (ext_gauss['ts_ext'],ext_gauss['ext'],ext_gauss['ext_err']),xy=(0.05,0.05),xycoords='axes fraction')\n", "plt.gca().legend(frameon=False)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "As an additional cross-check we can look at what happens when we free sources and rerun the extension analysis." ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "collapsed": false, "deletable": true, "editable": true, "execution": { "iopub.execute_input": "2026-07-17T21:48:42.910832Z", "iopub.status.busy": "2026-07-17T21:48:42.910643Z", "iopub.status.idle": "2026-07-17T21:49:23.777268Z", "shell.execute_reply": "2026-07-17T21:49:23.776454Z" }, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:48:42 INFO GTAnalysis.extension(): Running extension fit for 3FGL J0617.2+2234e\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:49:02 INFO GTAnalysis._extension(): Fitting extended-source model.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:49:09 INFO GTAnalysis._extension(): Generating TS map.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:49:10 INFO GTAnalysis._extension(): Testing point-source model.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:49:23 INFO GTAnalysis._extension(): Best-fit extension: 0.2722 + 0.0045 - 0.0034\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:49:23 INFO GTAnalysis._extension(): TS_ext: 3913.944\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:49:23 INFO GTAnalysis._extension(): Extension UL: 0.2796\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:49:23 INFO GTAnalysis._extension(): LogLike: -48953.754 DeltaLogLike: 22.358\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:49:23 INFO GTAnalysis.extension(): Finished extension fit.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:49:23 WARNING GTAnalysis.extension(): Saving maps in .npy files is disabled b/c of incompatibilities in python3, remove the maps from the /home/runner/work/fermipy/fermipy/fermipy-extra/notebooks/ic443/3fgl_j0617.2+2234e_ext.npy\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2026-07-17 21:49:23 INFO GTAnalysis.extension(): Execution time: 40.86 s\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "{'spatial_model': 'RadialGaussian', 'width': [0.25, 0.255, 0.26, 0.265, 0.27, 0.275, 0.27999999999999997, 0.285, 0.29, 0.295, 0.3], 'fit_position': False, 'width_min': 0.00316, 'width_max': 1.0, 'width_nstep': 26, 'free_background': False, 'fix_shape': False, 'free_radius': 1.0, 'fit_ebin': False, 'update': False, 'save_model_map': False, 'sqrt_ts_threshold': None, 'psf_scale_fn': None, 'make_tsmap': True, 'tsmap_fitter': 'tsmap', 'make_plots': False, 'write_fits': True, 'write_npy': True, 'reoptimize': False, 'ra_format': 'hour', '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': [0.25, 0.255, 0.26, 0.265, 0.27, 0.275, 0.27999999999999997, 0.285, 0.29, 0.295, 0.3], 'fit_position': False, 'width_min': 0.00316, 'width_max': 1.0, 'width_nstep': 26, 'free_background': False, 'fix_shape': False, 'free_radius': 1.0, 'fit_ebin': False, 'update': False, 'save_model_map': False, 'sqrt_ts_threshold': None, 'psf_scale_fn': None, 'make_tsmap': True, 'tsmap_fitter': 'tsmap', 'make_plots': False, 'write_fits': True, 'write_npy': True, 'reoptimize': False, 'ra_format': 'hour', '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': '3FGL J0617.2+2234e', 'file': None, 'config': {'spatial_model': 'RadialGaussian', 'width': [0.25, 0.255, 0.26, 0.265, 0.27, 0.275, 0.27999999999999997, 0.285, 0.29, 0.295, 0.3], 'fit_position': False, 'width_min': 0.00316, 'width_max': 1.0, 'width_nstep': 26, 'free_background': False, 'fix_shape': False, 'free_radius': 1.0, 'fit_ebin': False, 'update': False, 'save_model_map': False, 'sqrt_ts_threshold': None, 'psf_scale_fn': None, 'make_tsmap': True, 'tsmap_fitter': 'tsmap', 'make_plots': False, 'write_fits': True, 'write_npy': True, 'reoptimize': False, 'ra_format': 'hour', '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. , 0.25 , 0.255, 0.26 , 0.265, 0.27 , 0.275, 0.28 , 0.285,\n", " 0.29 , 0.295, 0.3 ]), 'dloglike': array([8.66158232e-01, 1.93752523e+03, 1.94487941e+03, 1.95013846e+03,\n", " 1.95445547e+03, 1.95682279e+03, 1.95678225e+03, 1.95476016e+03,\n", " 1.95236913e+03, 1.94753485e+03, 1.94168978e+03, 1.93421679e+03]), 'loglike': array([-50909.85950575, -48973.20043266, -48965.84625529, -48960.58720083,\n", " -48956.27019159, -48953.90287738, -48953.94341395, -48955.96550442,\n", " -48958.35653284, -48963.19081718, -48969.03588662, -48976.5088693 ]), 'loglike_ptsrc': -50910.72566398564, 'loglike_ext': -48953.75374747958, 'loglike_init': -48976.111296344316, 'loglike_base': -48964.913290476514, 'ext': 0.2722308417072379, 'ext_err_hi': np.float64(0.004452008523278872), 'ext_err_lo': np.float64(0.0033877701179527153), 'ext_err': np.float64(0.003919889320615794), 'ext_ul95': 0.2796288044562001, 'ts_ext': 3913.9438330121193, '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, 12), dtype=float64), 'ebin_loglike': array([], shape=(0, 12), dtype=float64), 'ebin_loglike_ptsrc': array([], dtype=float64), 'ebin_loglike_ext': array([], dtype=float64), 'ra': np.float32(94.31), 'dec': np.float32(22.58), 'glon': np.float64(189.04765703402066), 'glat': np.float64(3.0334498966052093), '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'norm', b'alpha', b'beta', b'Eb', b'', b'', b'', b'', b'', b''],\n", " dtype='|S32'), 'param_values': array([3.10893599e-11, 2.08097143e+00, 7.79480120e-02, 1.44421973e+03,\n", " nan, nan, nan, nan,\n", " nan, nan]), 'param_errors': array([4.28801028e-13, 3.05053240e-02, 1.30824831e-02, nan,\n", " nan, nan, nan, nan,\n", " nan, nan]), 'ts': np.float64(25497.061426516666), 'loglike': np.float64(-48953.75374747955), 'loglike_scan': array([-61702.28446074, -48956.48999121, -48955.84496618, -48955.2874315 ,\n", " -48954.81692197, -48954.43297641, -48954.13513757, -48953.92295214,\n", " -48953.79597066, -48953.75374748, -48953.78123213, -48953.86351783,\n", " -48954.00037524, -48954.19157627, -48954.43689439, -48954.7361046 ,\n", " -48955.08898343, -48955.4953089 , -48955.95486055, -48956.46741938]), 'dloglike_scan': array([-1.27485307e+04, -2.73624373e+00, -2.09121870e+00, -1.53368402e+00,\n", " -1.06317449e+00, -6.79228927e-01, -3.81390091e-01, -1.69204664e-01,\n", " -4.22231813e-02, 2.91038305e-11, -2.74846549e-02, -1.09770352e-01,\n", " -2.46627760e-01, -4.37828790e-01, -6.83146909e-01, -9.82357120e-01,\n", " -1.33523595e+00, -1.74156143e+00, -2.20111307e+00, -2.71367190e+00]), 'eflux_scan': array([0. , 0.0001826 , 0.00018321, 0.00018382, 0.00018443,\n", " 0.00018504, 0.00018565, 0.00018626, 0.00018687, 0.00018748,\n", " 0.00018798, 0.00018847, 0.00018896, 0.00018946, 0.00018995,\n", " 0.00019044, 0.00019094, 0.00019143, 0.00019192, 0.00019242]), 'flux_scan': array([0.00000000e+00, 5.60390810e-08, 5.62265638e-08, 5.64140465e-08,\n", " 5.66015293e-08, 5.67890121e-08, 5.69764948e-08, 5.71639776e-08,\n", " 5.73514603e-08, 5.75389431e-08, 5.76904092e-08, 5.78418753e-08,\n", " 5.79933413e-08, 5.81448074e-08, 5.82962735e-08, 5.84477395e-08,\n", " 5.85992056e-08, 5.87506717e-08, 5.89021378e-08, 5.90536038e-08]), 'norm_scan': array([0. , 0.30278957, 0.30380257, 0.30481557, 0.30582858,\n", " 0.30684158, 0.30785459, 0.30886759, 0.3098806 , 0.3108936 ,\n", " 0.311712 , 0.3125304 , 0.3133488 , 0.3141672 , 0.3149856 ,\n", " 0.315804 , 0.31662239, 0.31744079, 0.31825919, 0.31907759]), 'npred': 10726.834214461876, 'npred_wt': 10726.834214461876, 'pivot_energy': 1825.1550082852189, 'flux': 5.7538943106321404e-08, 'flux100': 5.581355647879009e-07, 'flux1000': 5.760116767774816e-08, 'flux10000': 2.7881151250668604e-09, 'flux_err': np.float64(6.512025901654811e-10), 'flux100_err': np.float64(5.4651575050255516e-08), 'flux1000_err': np.float64(6.518870415405797e-10), 'flux10000_err': np.float64(1.1129608047513587e-10), 'flux_ul95': 5.860490533308718e-08, 'flux100_ul95': 5.684755431983337e-07, 'flux1000_ul95': 5.866828267234624e-08, 'flux10000_ul95': 2.839767540748251e-09, 'eflux': 0.0001874829613225152, 'eflux100': 0.0003330969764580465, 'eflux1000': 0.0001960374796575721, 'eflux10000': 6.576659035032069e-05, 'eflux_err': np.float64(3.4928852341564936e-06), 'eflux100_err': np.float64(1.3885101466033453e-05), 'eflux1000_err': np.float64(4.695049467778062e-06), 'eflux10000_err': np.float64(4.424170403638138e-06), 'eflux_ul95': 0.00019095625687058786, 'eflux100_ul95': 0.0003392679065374897, 'eflux1000_ul95': 0.00019966925558295194, 'eflux10000_ul95': 6.69849773646091e-05, 'dnde': 1.9019171686742886e-11, 'dnde100': 4.617610356391859e-09, 'dnde1000': 6.610439908046431e-11, 'dnde10000': 4.1407554207751773e-13, 'dnde_err': np.float64(2.341690784847246e-13), 'dnde100_err': np.float64(8.045629434608872e-10), 'dnde1000_err': np.float64(1.47346987932289e-12), 'dnde10000_err': np.float64(9.686245044510312e-15), 'dnde_index': np.float64(2.0236688521892607), 'dnde100_index': np.float64(1.6647049914193486), 'dnde1000_index': np.float64(2.0236688521892607), 'dnde10000_index': np.float64(2.3826327129478146), 'name': '3FGL J0617.2+2234e', 'spectral_pars': {'norm': {'name': 'norm', 'value': 0.31089359941850936, 'error': 0.0042880102789432965, 'min': 1e-05, 'max': 1000.0, 'free': True, 'scale': 1e-10}, 'alpha': {'name': 'alpha', 'value': 2.0809714280668707, 'error': 0.03050532401029519, 'min': -5.0, 'max': 5.0, 'free': True, 'scale': 1.0}, 'beta': {'name': 'beta', 'value': 0.077948011965709, 'error': 0.013082483093015, 'min': -2.0, 'max': 2.0, 'free': True, 'scale': 1.0}, 'Eb': {'name': 'Eb', 'value': 1444.2197265625, 'error': nan, 'min': 1444.2197265625, 'max': 1444.2197265625, 'free': False, 'scale': 1.0}}, 'model_counts': array([2932.10659863, 2261.92914525, 1679.03382834, 1210.97529064,\n", " 852.06953795, 588.94228987, 405.01173163, 277.23553118,\n", " 185.78835253, 122.46587057, 80.23103698, 52.73234327,\n", " 34.39888756, 21.9273299 , 13.64712988, 8.33931029]), 'model_counts_wt': array([2932.10659863, 2261.92914525, 1679.03382834, 1210.97529064,\n", " 852.06953795, 588.94228987, 405.01173163, 277.23553118,\n", " 185.78835253, 122.46587057, 80.23103698, 52.73234327,\n", " 34.39888756, 21.9273299 , 13.64712988, 8.33931029]), 'covar': array([[ 1.83870322e-05, 5.64311128e-05, -1.08829959e-05],\n", " [ 5.64311128e-05, 9.30574793e-04, -3.51025307e-04],\n", " [-1.08829959e-05, -3.51025307e-04, 1.71151364e-04]]), 'model_flux': {'energies': array([ 1000. , 1098.54114199, 1206.79264064, 1325.71136559,\n", " 1456.3484775 , 1599.85871961, 1757.51062485, 1930.69772888,\n", " 2120.95088792, 2329.95181052, 2559.5479227 , 2811.76869797,\n", " 3088.84359648, 3393.2217719 , 3727.59372031, 4094.91506238,\n", " 4498.43266897, 4941.71336132, 5428.67543932, 5963.62331659,\n", " 6551.2855686 , 7196.85673001, 7906.04321091, 8685.11373751,\n", " 9540.9547635 , 10481.13134155, 11513.95399326, 12648.55216855,\n", " 13894.95494373, 15264.17967175, 16768.32936811, 18420.69969327,\n", " 20235.89647725, 22229.96482526, 24420.53094549, 26826.9579528 ,\n", " 29470.51702552, 32374.57542818, 35564.80306223, 39069.39937055,\n", " 42919.34260129, 47148.66363457, 51794.74679231, 56898.66029018,\n", " 62505.51925274, 68664.88450043, 75431.20063355, 82864.27728547,\n", " 91029.81779915, 100000. ]), 'log_energies': array([3. , 3.04081633, 3.08163265, 3.12244898, 3.16326531,\n", " 3.20408163, 3.24489796, 3.28571429, 3.32653061, 3.36734694,\n", " 3.40816327, 3.44897959, 3.48979592, 3.53061224, 3.57142857,\n", " 3.6122449 , 3.65306122, 3.69387755, 3.73469388, 3.7755102 ,\n", " 3.81632653, 3.85714286, 3.89795918, 3.93877551, 3.97959184,\n", " 4.02040816, 4.06122449, 4.10204082, 4.14285714, 4.18367347,\n", " 4.2244898 , 4.26530612, 4.30612245, 4.34693878, 4.3877551 ,\n", " 4.42857143, 4.46938776, 4.51020408, 4.55102041, 4.59183673,\n", " 4.63265306, 4.67346939, 4.71428571, 4.75510204, 4.79591837,\n", " 4.83673469, 4.87755102, 4.91836735, 4.95918367, 5. ]), 'dnde': array([6.61043991e-11, 5.46176011e-11, 4.50647386e-11, 3.71315491e-11,\n", " 3.05528168e-11, 2.51050690e-11, 2.06003007e-11, 1.68805921e-11,\n", " 1.38135011e-11, 1.12881256e-11, 9.21174440e-12, 7.50695649e-12,\n", " 6.10924997e-12, 4.96493843e-12, 4.02941330e-12, 3.26566582e-12,\n", " 2.64303942e-12, 2.13617839e-12, 1.72414334e-12, 1.38966845e-12,\n", " 1.11853867e-12, 8.99068505e-13, 7.21666493e-13, 5.78471909e-13,\n", " 4.63052234e-13, 3.70151632e-13, 2.95482204e-13, 2.35551008e-13,\n", " 1.87516972e-13, 1.49072718e-13, 1.18347131e-13, 9.38251522e-14,\n", " 7.42818643e-14, 5.87284162e-14, 4.63677219e-14, 3.65582337e-14,\n", " 2.87843632e-14, 2.26323695e-14, 1.77707353e-14, 1.39342228e-14,\n", " 1.09109377e-14, 8.53185327e-15, 6.66233791e-15, 5.19531531e-15,\n", " 4.04575092e-15, 3.14621464e-15, 2.44331539e-15, 1.89484064e-15,\n", " 1.46746525e-15, 1.13491918e-15]), 'dnde_lo': array([6.46630568e-11, 5.35735609e-11, 4.43076659e-11, 3.65779028e-11,\n", " 3.01403588e-11, 2.47887556e-11, 2.03490328e-11, 1.66742008e-11,\n", " 1.36396909e-11, 1.11396553e-11, 9.08425685e-12, 7.39757878e-12,\n", " 6.01581206e-12, 4.88559053e-12, 3.96246446e-12, 3.20953202e-12,\n", " 2.59623908e-12, 2.09734378e-12, 1.69203336e-12, 1.36317709e-12,\n", " 1.09669773e-12, 8.81044993e-13, 7.06755768e-13, 5.66087711e-13,\n", " 4.52714566e-13, 3.61473357e-13, 2.88155086e-13, 2.29331955e-13,\n", " 1.82215150e-13, 1.44538115e-13, 1.14460908e-13, 9.04919034e-14,\n", " 7.14236708e-14, 5.62804438e-14, 4.42750642e-14, 3.47736944e-14,\n", " 2.72669160e-14, 2.13460868e-14, 1.66840291e-14, 1.30192871e-14,\n", " 1.01433189e-14, 7.89009811e-15, 6.12769127e-15, 4.75144883e-15,\n", " 3.67851381e-15, 2.84340172e-15, 2.19445058e-15, 1.69097553e-15,\n", " 1.30099278e-15, 9.99402791e-16]), 'dnde_hi': array([6.75778690e-11, 5.56819875e-11, 4.58347472e-11, 3.76935754e-11,\n", " 3.09709190e-11, 2.54254187e-11, 2.08546712e-11, 1.70895380e-11,\n", " 1.39895261e-11, 1.14385748e-11, 9.34102109e-12, 7.61795142e-12,\n", " 6.20413916e-12, 5.04557504e-12, 4.09749329e-12, 3.32278138e-12,\n", " 2.69068339e-12, 2.17573206e-12, 1.75686268e-12, 1.41667463e-12,\n", " 1.14081458e-12, 9.17460723e-13, 7.36891795e-13, 5.91127035e-13,\n", " 4.73625961e-13, 3.79038256e-13, 3.02995634e-13, 2.41938710e-13,\n", " 1.92973057e-13, 1.53749586e-13, 1.22365302e-13, 9.72811804e-14,\n", " 7.72544354e-14, 6.12828655e-14, 4.85592889e-14, 3.84343532e-14,\n", " 3.03862588e-14, 2.39961616e-14, 1.89282237e-14, 1.49134559e-14,\n", " 1.17366478e-14, 9.22580672e-15, 7.24363297e-15, 5.68064651e-15,\n", " 4.44965042e-15, 3.48127615e-15, 2.72040307e-15, 2.12328385e-15,\n", " 1.65523920e-15, 1.28881124e-15]), 'dnde_err': array([1.47346988e-12, 1.06438641e-12, 7.70008566e-13, 5.62026345e-13,\n", " 4.18102252e-13, 3.20349687e-13, 2.54370541e-13, 2.08945960e-13,\n", " 1.76025018e-13, 1.50449205e-13, 1.29276690e-13, 1.10994925e-13,\n", " 9.48891944e-14, 8.06366054e-14, 6.80799917e-14, 5.71155648e-14,\n", " 4.76439713e-14, 3.95536735e-14, 3.27193357e-14, 2.70061802e-14,\n", " 2.22759052e-14, 1.83922183e-14, 1.52253023e-14, 1.26551257e-14,\n", " 1.05737269e-14, 8.88662412e-15, 7.51342953e-15, 6.38770195e-15,\n", " 5.45608566e-15, 4.67686771e-15, 4.01817018e-15, 3.45602820e-15,\n", " 2.97257111e-15, 2.55444928e-15, 2.19156699e-15, 1.87611950e-15,\n", " 1.60189557e-15, 1.36379214e-15, 1.15748835e-15, 9.79233126e-16,\n", " 8.25710130e-16, 6.93953453e-16, 5.81295057e-16, 4.85331198e-16,\n", " 4.03899501e-16, 3.35061508e-16, 2.77087680e-16, 2.28443217e-16,\n", " 1.87773950e-16, 1.53892055e-16]), 'dnde_ferr': array([0.02204704, 0.01930171, 0.01694319, 0.01502324, 0.0135922 ,\n", " 0.01267997, 0.0122726 , 0.01230221, 0.0126628 , 0.01324044,\n", " 0.01393679, 0.01467789, 0.01541328, 0.01611143, 0.0167554 ,\n", " 0.0173394 , 0.01786661, 0.01834778, 0.01880044, 0.01924831,\n", " 0.01972075, 0.02025192, 0.02087947, 0.02164265, 0.02257995,\n", " 0.02372663, 0.02511242, 0.02676014, 0.02868516, 0.0308959 ,\n", " 0.03339495, 0.03618047, 0.03924757, 0.04258945, 0.04619835,\n", " 0.05006613, 0.05418468, 0.05854612, 0.06314299, 0.06796823,\n", " 0.07301522, 0.07827775, 0.08375001, 0.0894265 , 0.09530204,\n", " 0.10137173, 0.1076309 , 0.11407511, 0.1207001 , 0.12750179]), 'pivot_energy': 1825.1550082852189}}}\n", "Fixed Sources: 2.382916 +/- nan\n", "Free Sources: 0.272231 +/- 0.003920\n" ] } ], "source": [ "ext_gauss_free = gta.extension('3FGL J0617.2+2234e',width=np.linspace(0.25,0.30,11).tolist(),free_radius=1.0)\n", "print ('Fixed Sources: %f +/- %f'%(ext_gauss['ext'],ext_gauss['ext_err']))\n", "print ('Free Sources: %f +/- %f'%(ext_gauss_free['ext'],ext_gauss_free['ext_err']))" ] } ], "metadata": { "anaconda-cloud": {}, "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": "3.11.15" } }, "nbformat": 4, "nbformat_minor": 4 }