{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "
\n", "\n", "**This is a fixed-text formatted version of a Jupyter notebook**\n", "\n", "- Try online [![Binder](https://mybinder.org/badge.svg)](https://mybinder.org/v2/gh/gammapy/gammapy-webpage/v0.11?urlpath=lab/tree/analysis_3d_joint.ipynb)\n", "- You can contribute with your own notebooks in this\n", "[GitHub repository](https://github.com/gammapy/gammapy/tree/master/tutorials).\n", "- **Source files:**\n", "[analysis_3d_joint.ipynb](../_static/notebooks/analysis_3d_joint.ipynb) |\n", "[analysis_3d_joint.py](../_static/notebooks/analysis_3d_joint.py)\n", "
\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Joint 3D Analysis\n", "In this tutorial we show how to run a joint 3D map-based analysis using three example observations of the Galactic center region with CTA. We start with the required imports:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "%matplotlib inline\n", "import matplotlib.pyplot as plt\n", "from matplotlib.patches import Circle\n", "import numpy as np" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "from pathlib import Path\n", "from astropy import units as u\n", "from astropy.coordinates import SkyCoord" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "from gammapy.data import DataStore\n", "from gammapy.irf import EnergyDispersion, make_psf\n", "from gammapy.maps import WcsGeom, MapAxis, Map\n", "from gammapy.cube import MapMaker, PSFKernel, MapDataset\n", "from gammapy.cube.models import SkyModel, BackgroundModel\n", "from gammapy.spectrum.models import PowerLaw\n", "from gammapy.image.models import SkyPointSource\n", "from gammapy.utils.fitting import Fit" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Prepare modeling input data\n", "\n", "We first use the `DataStore` object to access the CTA observations and retrieve a list of observations by passing the observations IDs to the `.get_observations()` method:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "# Define which data to use and print some information\n", "data_store = DataStore.from_dir(\"$GAMMAPY_DATA/cta-1dc/index/gps/\")" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "# Select some observations from these dataset by hand\n", "obs_ids = [110380, 111140, 111159]\n", "observations = data_store.get_observations(obs_ids)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Prepare input maps\n", "\n", "Now we define a reference geometry for our analysis, We choose a WCS based gemoetry with a binsize of 0.02 deg and also define an energy axis: " ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "energy_axis = MapAxis.from_edges(\n", " np.logspace(-1.0, 1.0, 10), unit=\"TeV\", name=\"energy\", interp=\"log\"\n", ")\n", "geom = WcsGeom.create(\n", " skydir=(0, 0),\n", " binsz=0.02,\n", " width=(10, 8),\n", " coordsys=\"GAL\",\n", " proj=\"CAR\",\n", " axes=[energy_axis],\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In addition we define the center coordinate and the FoV offset cut:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "# Source position\n", "src_pos = SkyCoord(0, 0, unit=\"deg\", frame=\"galactic\")\n", "\n", "# FoV max\n", "offset_max = 4 * u.deg" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The maps are prepared by calling the `MapMaker.run()` method and passing the `observations`. The `.run()` method returns a Python `dict` containing a `counts`, `background` and `exposure` map. For the joint analysis, we compute the cube per observation and store the result in the `observations_maps` dictionary." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "WARNING: Tried to get polar motions for times after IERS data is valid. Defaulting to polar motion from the 50-yr mean for those. This may affect precision at the 10s of arcsec level [astropy.coordinates.builtin_frames.utils]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 16.8 s, sys: 1.74 s, total: 18.6 s\n", "Wall time: 9.78 s\n" ] } ], "source": [ "%%time\n", "observations_data = {}\n", "\n", "for obs in observations:\n", " # For each observation, the map will be centered on the pointing position.\n", " geom_cutout = geom.cutout(\n", " position=obs.pointing_radec, width=2 * offset_max\n", " )\n", " maker = MapMaker(geom_cutout, offset_max=offset_max)\n", " maps = maker.run([obs])\n", " observations_data[obs.obs_id] = maps" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Prepare IRFs\n", "PSF and Edisp are estimated for each observation at a specific source position defined by `src_pos`:\n", " " ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "# define energy grid for edisp\n", "energy = energy_axis.edges * energy_axis.unit" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "for obs in observations:\n", " table_psf = make_psf(obs, src_pos)\n", " psf = PSFKernel.from_table_psf(table_psf, geom, max_radius=\"0.5 deg\")\n", " observations_data[obs.obs_id][\"psf\"] = psf\n", "\n", " # create Edisp\n", " offset = src_pos.separation(obs.pointing_radec)\n", " edisp = obs.edisp.to_energy_dispersion(\n", " offset, e_true=energy, e_reco=energy\n", " )\n", " observations_data[obs.obs_id][\"edisp\"] = edisp" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Save maps as well as IRFs to disk:" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "for obs_id in obs_ids:\n", " path = Path(\"analysis_3d_joint\") / \"obs_{}\".format(obs_id)\n", " path.mkdir(parents=True, exist_ok=True)\n", "\n", " for key in [\"counts\", \"exposure\", \"background\", \"edisp\", \"psf\"]:\n", " filename = \"{}.fits.gz\".format(key)\n", " observations_data[obs_id][key].write(path / filename, overwrite=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Likelihood fit\n", "\n", "### Reading maps and IRFs\n", "As first step we define a source model:" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "spatial_model = SkyPointSource(lon_0=\"-0.05 deg\", lat_0=\"-0.05 deg\")\n", "spectral_model = PowerLaw(\n", " index=2.4, amplitude=\"2.7e-12 cm-2 s-1 TeV-1\", reference=\"1 TeV\"\n", ")\n", "model = SkyModel(spatial_model=spatial_model, spectral_model=spectral_model)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we read the maps and IRFs and create the dataset for each observation:" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "datasets = []\n", "\n", "for obs_id in obs_ids:\n", " path = Path(\"analysis_3d_joint\") / \"obs_{}\".format(obs_id)\n", "\n", " # read counts map and IRFs\n", " counts = Map.read(path / \"counts.fits.gz\")\n", " exposure = Map.read(path / \"exposure.fits.gz\")\n", "\n", " psf = PSFKernel.read(path / \"psf.fits.gz\")\n", " edisp = EnergyDispersion.read(path / \"edisp.fits.gz\")\n", "\n", " # create background model per observation / dataset\n", " background = Map.read(path / \"background.fits.gz\")\n", " background_model = BackgroundModel(background)\n", " background_model.tilt.frozen = False\n", " background_model.norm.value = 1.3\n", "\n", " # optionally define a safe energy threshold\n", " emin = None\n", " mask_data = counts.geom.energy_mask(emin=emin)\n", " mask = Map.from_geom(geom=counts.geom, data=mask_data)\n", "\n", " dataset = MapDataset(\n", " model=model,\n", " counts=counts,\n", " exposure=exposure,\n", " psf=psf,\n", " edisp=edisp,\n", " background_model=background_model,\n", " mask=mask,\n", " )\n", "\n", " datasets.append(dataset)" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "fit = Fit(datasets)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 1min 37s, sys: 4.82 s, total: 1min 42s\n", "Wall time: 52.9 s\n" ] } ], "source": [ "%%time\n", "result = fit.run()" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "OptimizeResult\n", "\n", "\tbackend : minuit\n", "\tmethod : minuit\n", "\tsuccess : True\n", "\tnfev : 412\n", "\ttotal stat : 922625.68\n", "\tmessage : Optimization terminated successfully.\n", "\n" ] } ], "source": [ "print(result)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Best fit parameters:" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/html": [ "Table length=14\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
namevalueerrorunitminmaxfrozen
str9float64float64str14float64float64bool
lon_0-5.248e-022.234e-03deg-1.800e+021.800e+02False
lat_0-5.205e-022.131e-03deg-9.000e+019.000e+01False
index2.366e+004.140e-02nannanFalse
amplitude2.667e-121.379e-13cm-2 s-1 TeV-1nannanFalse
reference1.000e+000.000e+00TeVnannanTrue
norm1.311e+001.247e-020.000e+00nanFalse
tilt-1.091e-015.801e-03nannanFalse
reference1.000e+000.000e+00TeVnannanTrue
norm1.310e+001.260e-020.000e+00nanFalse
tilt-1.064e-015.852e-03nannanFalse
reference1.000e+000.000e+00TeVnannanTrue
norm1.324e+001.264e-020.000e+00nanFalse
tilt-1.186e-015.819e-03nannanFalse
reference1.000e+000.000e+00TeVnannanTrue
" ], "text/plain": [ "\n", " name value error unit min max frozen\n", " str9 float64 float64 str14 float64 float64 bool \n", "--------- ---------- --------- -------------- ---------- --------- ------\n", " lon_0 -5.248e-02 2.234e-03 deg -1.800e+02 1.800e+02 False\n", " lat_0 -5.205e-02 2.131e-03 deg -9.000e+01 9.000e+01 False\n", " index 2.366e+00 4.140e-02 nan nan False\n", "amplitude 2.667e-12 1.379e-13 cm-2 s-1 TeV-1 nan nan False\n", "reference 1.000e+00 0.000e+00 TeV nan nan True\n", " norm 1.311e+00 1.247e-02 0.000e+00 nan False\n", " tilt -1.091e-01 5.801e-03 nan nan False\n", "reference 1.000e+00 0.000e+00 TeV nan nan True\n", " norm 1.310e+00 1.260e-02 0.000e+00 nan False\n", " tilt -1.064e-01 5.852e-03 nan nan False\n", "reference 1.000e+00 0.000e+00 TeV nan nan True\n", " norm 1.324e+00 1.264e-02 0.000e+00 nan False\n", " tilt -1.186e-01 5.819e-03 nan nan False\n", "reference 1.000e+00 0.000e+00 TeV nan nan True" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "fit.datasets.parameters.to_table()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The information which parameter belongs to which dataset is not listed explicitely in the table (yet), but the order of parameters is conserved. You can always access the underlying object tree as well to get specific parameter values:" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1.310723589385224\n", "1.3095904932497633\n", "1.3244137639592126\n" ] } ], "source": [ "for dataset in datasets:\n", " print(dataset.background_model.norm.value)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plotting residuals" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "def plot_residuals(dataset):\n", " npred = dataset.npred()\n", " residual = (dataset.counts - npred).sum_over_axes().smooth(\"0.08 deg\")\n", " _, ax, _ = residual.plot(\n", " vmin=-0.5, vmax=0.5, cmap=\"coolwarm\", add_cbar=True, stretch=\"linear\"\n", " )\n", " x_center, y_center, _ = dataset.counts.geom.center_coord\n", " fov = Circle(\n", " (x_center, y_center), radius=4, transform=ax.get_transform(\"galactic\")\n", " )\n", " ax.images[0].set_clip_path(fov)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Each observation has different energy threshold. Keep in mind that the residuals are not meaningful below the energy threshold." ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plot_residuals(datasets[2])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally we compute as stacked residual map (this requires to run the `analysis_3d` tutorial first):" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [], "source": [ "npred_stacked = Map.from_geom(geom)\n", "counts_stacked = Map.from_geom(geom)\n", "\n", "for dataset in datasets:\n", " npred = dataset.npred()\n", " coords = npred.geom.get_coord()\n", "\n", " npred_stacked.fill_by_coord(coords, npred.data)\n", " counts_stacked.fill_by_coord(coords, dataset.counts.data)" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [], "source": [ "residual_stacked = (\n", " (counts_stacked - npred_stacked).sum_over_axes().smooth(\"0.1 deg\")\n", ")" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "image/png": 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o4pkyf9WipR3PSF6HhVEzcKsWXDVSgVG61BrCMd0rzNM16irAtSRKffvR+W3WRRHiG5+J/cy+BYaGFcMFrOYSmHjxPJCmYbQnUMjqlE7fYWZxeHizzKZbhjH8tUI3WzY99kPxH53qp11bIJs9oVsVAIOqHjrRrQ/gUaTK4PJCyoW8lPmnQm4askcZA268JkYQ26rlIGwBG+MXvLsy/lksfR5LM5PfNOukobo2V5lUhFJqtE8lIhECWbtlK88w24Acwi/T98Qb5sRwa8WL7EnWsfoiVGtPsARLxi0pAxyQkEbyqBYcn5f7gqT5x2J5EV6L9yamtQPh+fXdxLT4F5bcl/HeJLwTqchc6i9JJkIHAOIExVF53xpEEBmgWYQT4a7X2O/F8lNSoQSI5VeFQB2Th5vWOeH0b4+i8hDhohpW6u3OKVlV2O6f+vmpPt0LEeE2CuhxpaiVRo0imqD1ejM5Q3RFZMyavCOMP1sQwJz5bxbjEBj1WanPKZrGQzsxNOFKrs1eYRGFr1sZ21Ubefe7AgXo9ZZ4FnwRkfmfakvHvZdLof3vER6L8z553/Xv685Zbn/k+pILKkCFFAzDr301gTOgKoWGYqkNClq/loOILHEvQOA6RKGf93zvZF3MwmVnVuK9Un3nM2fx7DlX/X0TonabCPbIk2t1tcaJxsqfLmRm1xeG7Zt+taQd/V60XN6YzRoNE8P7Ns8yq2FbkyUW2zLtSUsl02GXgW61KWc4M4rF2SJmXk1zgyKilloib3rI6lUoakXDsR9GRNKAqK5w2iqbPfJiWHicB32eClcdmyZXXTUnMQx2T5OMfzt81y2qp4/IHQ590pLX1ZIySycIBSI2q2MpfbS1FaKN9ijDY/VL0fCTgArzpn0jzK3F2J+ZBbWnqNT3tN/uiaz34Y8iSGhzTJSrwmBmSZxL+x+N3foAHjdKWjs7I/VM2VwjP/6szF+dmo27VXJ0YUOQYmtsiTt+n9R3UesjWh2xRn/tt90fngUMLbVdAHTEioM7TGdQj25anm+GyAy0Nr9F7+i2DpVSLSZmsq+8RINnwSoMZaGovZkAcIbZLaYlJmLpsyM8E+vWKKTT0FN/yHvp7GkHI6+F7oAc4VXfR5pXaKE41eAdRtOzDnQeY36CPSdaCI1TH2ufZ1CeBydkC9WglhJ/r88yWCxEOK2DYdcyGgYzbRSbzPg3mPywiFXx2OaUcKqQKsX2tlnLlH7fCgG/dlai4rxERFjOVA30UaNXjADIURLYwBpVm/YFOI/kqIs8MmTzI5BqO9jeG4WPPRuWqKXXwayAgCOH5yRrgxbzT0i0iFsSJ4XA5HN93gFHLLRiwTGVJNAyEmCYJg9gw1y0QigQIpZMeIijV5m/RyQNvW/g2404RZvE9+GRNplx6ThiboUwMtFoO2cmfx1ricO8KHkewbZYmgqBRYU9dVzQETk+/mB3JkYaAgRAWWjq+1RhIP2P7284bGkb4qzCcca0pRy3WygMQoOEC8e5VtLChxrCPIum2ygXDIC6BQ5EAUL+NpyZk/sDcjNSbI44CLaq+W/Oewjr88yy4BYCeoRIkla25mNN7PGFerpY1SkLYPa3LsQqYk7do/dNtf6wsbSmf60ZX83baD57/5tptHv9qfV9XCvrWPqlMQbpr/gcNFolhm1qmzwiQaJjMoZnRi12KzwKIyxjrT/BuVjdzAkN6LkOLfV5dgZAnR/DtANjE4e+zFj108RcAoXRKoNlXkHYMo/qJ5J0MBFCcR3WdRr7bjMeBGMUdpHxLtRFyI+fGlLZafEkMGwtyuiPsXEHeDISU3Tg+/pMgqie1mclyz0L2Me7FQJxLvRnZP5xrZyNbiGgR4fEJeaLTLXPuFmy1q+b2pNUZtmH1yEx+V0HZZAdOVhNd/sX6qbr3wr/xP7qMXvxUBe3UihV9ZwJEXteiRBJDKPkNWzuH/Xq/TPPIbD8ghK3D4JtUH32kRdLkvIsbJjGfFCmRR1No3sCRYaxmf8rNnZkXrHPCj/FEE2lmOfR4MlwBLZEvphRrNj/uMiuXYYwrFq5hYHuWGnyc1vATedZcXwPSGWLiqq+G0KzGH6dMxPydpyjrDWdDybCgY840mGMd78OFaFjdhjM5tqhpImBW4rXXWMvmtZ/Qgik64s/Z9an+6fbMNBHiIbmQblmyMzkTQlblK0FKZU817QmT5RfBvN309ZPlzKHnUEluWplDXuL/dXTvJZ+ObR/9VOoJt6SoFHMtAqDWey/b6ThVCOv6y/ARj6URZmxFZLDMk8oY5Ks2oDVW+YpB2uKwmirJkk9Yfbxu8g4k1UyEYBVK7brhtWxsoeegmXc5lwmhY2kjyDx9Zg1UGAne06BHGf90TFKWQWawhLReqvtw5yguk63Co7VeB2QoNZq6npOxM6cxXYa5OyCBd0P1Knvw+DJkQujpat1HJStUQAlHySMuSoaIc9lvg+zEPC5eziwDN1aAI8miRk7fp8w8emxkIGRbNorm7lGE0XGn7R8jtsxxzz7c/a1qqjx59LALZ0XW5n//VBMyIlJXh0NRIuNWRn/WsEK81d4W9EEz6UC2K+dvZ+dIUStNTLTOt/2jLAG6rPjuK0cBrExU7uMJu+f9tuLfZpRxLUlYapttNjQC+nXblsF448MuRykgx1/kD5vt78BTtv8DhcWAK6EVGO/GfPkrZnAmLXpc+xCQO4/LdzOTbc+gEeICAxwH6crzSoIuvYfzU3Acfiagh43c1zsco9racosa0KW3qtx2wuAHjXrjXBRxN6hn6UfQUMYbB1epyEgIEMTiUEWigxiHdpiY044+dArw9m+nrWb2irM3zN7GQuFrGnKMFXtT2R+0SFc/Qu1L1L+IWdoxyiZPuKHJHkrJ89VZ6n2O55ZXOdQmZGWxK5z4fkQgHoe9JjHyJwt83aiGBjjDIy9WroS/uqhxlIwzs8m1nLXVrsIkmpIxKNUdYBhbK34oUgIjN8ysifwD+DnLieBdwVub59NFKo6p95GS9bEw2D8AAAitMN5BAARvQXA90HyAX+Imd9Rvv8vAfzL48/PAPCbmfmzxncrgA+M736Fmd960/48ngLAmP883pgGzjlzUlWqpu4eReYfDx7ZQDBjg9vxipy1VH2Oaf7gxPxb11OhvH8mtIyl5P4q04Jhxc6UT1Fm3oIf+1jceVqZfwzZ3CNl/suIi5eyYWQYc62oqbARgSU0cTBnjUzRqKJj9xpAgEA5TPI8nWcrR03AohU227AYgw8jkkYiNeoSFjuioyoDkz4x1mtuHS2moRU9+4lXIsllSH4OZfY1+okK83fMnRJ81MM6ZTR0ZhAtZpCq0BBBkZ220qfVnduaA1OERw1r1j7QCNOdKiFFqarKQdzXKgxbyRuI1113H98vnQMCIqIFwA8A+AoALwB4PxG9l5l/Xq9h5j8drv+TAL44NPEiM3/RjTsS6LEUAIAuDHc2pe+uMDlrbZ29xZPKLexor3mxBbOUafRrcWYfY6GxmgAQCMiZ/4xSUbaivdq/sUksdLL4PYCtcJhq5GGslTmnsYcaN/6Z/FTmf0FHLHS0ZzIRLvkiCDRp30IQCUCwRrR9EQDyU0NKlcFdEMMPexzPF9sGjXhYOD1BR1zmQbX+CzriQJc44BJLP+Y+qB9mFCJTRpssxxD+q+8ta/EzqCQfttMLHJWdvNE3kfNMYvMVNhIrIM+pzp8m7dV9oLV+4nhkTL6+Oi0YxTfSOmojFDSeG+z3Z8s5rrdoVcv3MEESz02o2n8ck87PuUh8AGexAL4UwIeY+SPSLv0ogK8F8PM71389gO8+x4P36LEVAHsU4+6VTuGN18EQI9PI5nI2zSWBnWwhihCYY8c5t6Dg1SQAgpwNe7rCom8fz+A1h6B+lsICmzEC/S6NL0XRUNL8Z3CJ/hNGlxmAJpgtgxkLsxBno5eJLpDAKI+wcqj7z943dUZrPzYFysjnog3MeAFwoKMxR4W3YsSLWlELpL9LP2LhYzpiU5/ZSUNC/V597p72qcJCLSGPPIplI1Z7R0moIENbWaD4HM7KmtRkQBWm7jTOzL/WA7L2h9CLDlxXpihZxfoe43nIs7Im1kZh/tv17nVk9xh/mpczMn/rwXmigF4H4Pnw9wsAvmx2IRH9NgBvAPCT4eOnieg5AEcA72Dmv3LTDr2iBMCM+SvZgiuYY01+UXNzw5SQGVXckOPL6cbc9PHENcrwAUJvIbyUiuZWHHMKeUk3eDPGVF+mjLVaNtURGYvHudYM1zRDKYIMHQzYAJ44N0vOs7ko+6uzZxVXC2WJETrUcRglIGbhpBbtU4Sk9E61V2lfwzhjHoaNiTtQMlYNsoHH9e9R0o7L2Os60tziU7WkTj1LvnfH8+z+uu7lqVEIjJ6GaDYdq51vQC2ss5xZrfAng4ZvZmtl6s/K/Gt2Nm/unjB+csv4unN0baJ7OhDmtYNJK72Tmd9pXdrSXie/DsD/yByrV+JzmPljRPR5AH6SiD7AzB++bsdm9FgKgKoVnyoRG6/NZWgjG8rlf1XD9EWav59tSluMBRaItNHYlC1RG87CxTUqgxuk/s8MnzUmEnMdtFhcSKyJml48HlJj5PcqRoYHyTU786zzUcdsTsnhrN9CDIK7azmCWKpa+ufMQZ+hIZwCMbnDVpn9THtV/LoFB/tKUkrjyEDUuAF4ghTYtN0YgqtrZhbxFNvQOchW47bCbF0XY/RynWHfSNf4T3eM1jXSkOFRXQ2MeHjLPFt6xQjzHWHCPCq1dmI0cp60eefqA4NYchS0jjjWU1atWkmVKoOv9ECYP0QJaodrHwjza8z8pp3vXgDwTPj79QA+tnPt1wH4tvgBM39s/PwIEf0UxD/w5AmAPdpuwmCSzpxOPDM59Z68qU5RvF+1wmJnbK6zcE5qYG7oAWoQ5t9SC7NxJnhgElet9V20po8en6iMfw3wjzAjHwOQN1TjHPXiWuKcOhqO7Mxco3lsDKGWjwmPocWt47GWTcxkTt6lrViawkted2casotYndSL+BGrQ3YweUgSls7VSger/hCLppkQCLV9oj8m2GOms9b3N4NzIlPcOKf1engeiV1r923P5I2qzQzW2SuBEv/W09kYHsrZsBoWb+Mr7zVHOjmUFy2qxKwtUY6t11fturhu/T1nKOicdKY8gPcDeCMRvQHARyFM/hs2zyL6ZwC8BsBfC5+9BsCnmPklInotgDcD+LM37dBjLwBmuGCkpNlNIgiy2XrvC6du7lk25971PcTdgxbTTiUJa0kRP9L+vvYPbC2jPeavUT0KA+TaN3mDpo1VjADb/MFpmXwIZo0cBjyXtVEGJyxahQCB3D8wEss6uZNXC69pdIpZIDUb1EIy2eaHOB84XwUTD/1TII/FhKsmDmr7s/pCPCCTE8sxUWT+8bPKyNzfVI6EfIAMz57BGrmkB0BKPaoefCKx7yjCPisKjuXne4LwCxBY3bvuI3lw450TncUJzMxHIvp2AD8OWc7vYuafI6K3A3iOmd87Lv16AD/KnEzuLwDwg0RWY+MdMXrofumxFQBqnvNkIVan7zTqoGCyue2+8/scT62JSbX0suphtY4OgIxdkzNtdVRq/5TRNdrxb1hkRig1MWAfPRj+yAs6E9a+JH1xwTaGfrNJaRweQuRQjdaJCZq+PldPoYowTVOMfVx5oNUEsAnjol27A1h4g4VxIsfB69jj/GHATgJDnSpvIP/WoXmuLOW2Fy22RhUuWVI/JeY9zN2k7PgpJSVadFGbjQJCa/dcpfDskecdbBnoXgJafA9yne6BhoVF+PoYZI6stHXIOI+Z51EIpPGNn/m8i61CA85Q7kMhOpsFAGZ+H4D3lc++q/z9H0/u+2kAv+ssnQj02AqASHsbYobDbk3yLfOfmqllsc6gGb3f+xWFjmtuacNxFkCxfHAOUSQccNw8sxd8PQNPzvwvuyZ0eSSNtg3LKs2bcW9edf+JX8DPAIiWhVgeXnZBYRuptbPaWWGEoVsSBYaRw1d7EJwLnH3keZ/3WS2UjmWjmauDVIu6qds1lshQB6a+8xiOGmEmBd1AXrp6thZ05oayHNZUNybP6hOxcQrOP4+QmbwfVVRYLIb6Xq+61/sc9sykBhQAEwI+jtXuib6VWKRT7IUQAAAgAElEQVQwjiDOk0A/3QoQRrJ5gB+duv3efz+vlXAeC+BRpMdWADBo18Er329j+O33oEVuTpuaMP26SfV5qmnXqpQOR8A13BPhlvG5sYJl7D+Bh7+AzVJwTXEL+8jIgg+AQxLVuHZvSVcYpcIkkUQIjE0+8HqN01+ZhgAYY2+SFSGWDA/mLxi89GarcXaFgMZ9fZSXXmnBUVjxphzFHmkkS4TNNIMWhPEOc50lDZmU/ohlofN7ZBfqS4x31xj4nRlWOMP6EKtrsmfW5pqt2/pP2RqYZxTr+KqPQPuRrg9rfxsI4fOrAlMtrhhpFalfgeknKzNU+NURy8qIlvp4TUOon6L7sZJO0sO2Oh4SPZYCIDL/Cu/Ea2b3RZrBHen7oEvXENOOZZMINYtyWIOmGEsaTDonP2pJBeGbgRE45FL7anNTGL9p/YhxKLBImqT1TRjoKbhM5mJANOzjVOftOEoHKzOoNymM14bzNWjAFpc/NOwqAMEDomHGkRtab2ht2QjfGVObvV99l+YmJRECxOwQ2vhOTzqL70/mNs5V2ygP8nM/mEAZtIad2hjCWdW76wVZ051qwOQCtmr2qqDsUVRItK9RCFSFKx1OM3woUmhPzmagyRyk/l+Tweo7AWeBFft6brrHKKDHih47AcCgVHskMUbMF8EmPnwTR583Uf2pLc4OlNF2dLMl+EiZOrawzinHc2b+ua/aXhR6UUuKloZBMUXrV6ZotXqIpwpO7OOMuelz1DcA67f4QaJtZZYNSPZvI3RsSy2I9TM78VjmpXeCFGoYSlmHOSRjH7U+kMMzA6ooh/sQS7ZvJxEm6yiJzCYENBxU2l1DVdTs+1mTk1g+i5rx9iyBWJrZqmuOOj0c6j5V53Zi3YTd7+L4KxzlMItbXkq65tTq0neTLY7Yha2ihAHlWB+Z0hzE6Kl9WzSTwnMzNj8rIXE2urc8gMeKHjsBAIQQSjhcUpkiELSw4pTbJiSlSuubNjhgsDEL0r/PJRmuY362SX+03cPQNp1Rr+Og8R6uG3MRGES1MhSOiX1trZsQ0Hr8tT/TPmqrkzhsDXtkY0aC5TZCEsgdGHDRAu6ElVo6QH3G7Bp5foBeszJA3EB9GbCShneyzVmrQj5YcMpw0wlobRFnbxulsEe0VCWf2wzlsZZfJp2voBEHZcDe6TiBbemXI+NY8f/yvOHIrzMev4+kLVhuRMiBsP5TA+ggMCZ7yhmQ37mGNEcYUMfjFk5m/vG4x3GBvE+D2Hwe9qxYewb31Dd/B9kKmFqtOK8f4NYH8AjRTFOPDrIYdVA1mPt5Vm4Du4dYKGXBsqTnxgU7LbWrAkWFVBVWthG93PAe87dEqvA8dcqKAOAN459tKOtn2fj67DbOBVhIi09ofXkk3deThAALtEdLFkZ8d+ryizpfV2x6jKsP563OWazl7+/DDyJJc8ndwkJbB/qS31W0LKvVU0mZv/1U1hXmzvszBBL39DvUFxGeX383hSSMqzqYdQ21yJTtrOoRzUM1QHOefBXHfg29Jt83EhPj/bNkrtnejH+f6tse7HNWCwC4tQAeHSKLEomav2LIgC+oVZmCLbBYd2VrGuu9dZOrVitmfs4KTvVgkpkvz1yoY9XaK+yMyu6JDH6iXVtAaDxInHjE8GvxX48YcQw9MA1itLHxVOvXWPqdKZ58pJr1Ntt2ZWdcEvtB6ENzZyK0ge0rJCRRSIyFCEwdPCJtNPUNBDB1LE18LQu44O3CxFYmELdRtFngnWVgWT0cOC9OSLnKtP9+ROtrsADgjJJyNFZ8V9LeXONcmcThXZyUFZbZFgLcVq2N9e5lvAZE2vzPc07k2yWUso7nWGvYdLSWotU6Sxqrfhb9bMa09XlWvoTzuk6OZhXcyLBqtGI4vAPvn4yz+jbivfVZN6HbA2EeMYqM3vwAxcFqC4o1iUhT4HPUT40WArBZkPY9eUaktq3H3gFI0SUa3y9MqQ+nXukbnLHE4M3I6O0alA1H/kyiBceoKHMbmHxwBFIoeawacYn62MzzmNeaKBaFHUNgHIMHEArDDY3PC+TldycZvzL/egaA+g9a4zyffS6YV8OxHWunUW5aE7k0tNBO5jpBTNEZ3bL1xBHWgYVDntJCZ5ooo22S0uTZ2zHqOIFoQe2XRFCr9zqRMns007Yrw49CIlviBD/+1AVZnIvZGH0/OBzr62wP+Z/TnuP//omAWwjo0aWrElmU+UbGXpl9uh5bWCaSaWwWrbHPALQOvGqVlaKTN57u5FEVCl+EDUckx/eNSAvdKMfwOiMDVmahiViVMalVkuYr9DWG/EVHnDJcdZQmeEvbp2ENMQfLYD4PRGw1+EXYLvb8Y2sj0ggWGaXP0KSzNvq8MobOH3IkVE50F7q9ARr22dsBK8m/zuM0tHAOwgJfQ9pftqqrZI50t+p6EuCuYXusOwBxOjf1I7RtnasJo9V3BGy1XH0/wa6U7HK9LRwv2qvasSfIZlBh6Zf6yXqAPOeMXnZBhC+T1p6OkVT7dp8295NWadpa9/dNBLTlNgrokSNdHA0D7sHWsaRUKxxGc77eM9PcYg7AjESri38HnJ8l3jxirnuaXoSmkrWRLxyfr8aU7DnE6RjHDfZcnL4Sx1/6EJi0Ca1Qfx+UgQJD1k+EuZpgY0IsUOawlBZ4WxPmy0TorYP7EDfK/GkLmXXtJ7NFBl3yhVkoy5AcPKyDNmoCARJYcGx3cMkXuOQD1pE17Uxx+CtC4TkN0O1EBqktNGqMWo0iX2ceitvQSNrqS7NzB2S8WnIiQo0MDoe8x8/TsijWmjB/GkyZTLh0WqQSaigTsqcEjQ8RTwhLzxzrR+abpFAcAzFKL42jRPzsaep7tYoqzZh/OiPhLHQbBfRIUYxRVhPR0/C32ocvUoWC5kwK2PcNALCyB1p2oRZsmzL1pBFHH0Fe5DxU1Fh+N8JVMyGl42WwquQGCc2u3x1ziPCYXS+1eASlBwfsNsTGK2QSx7x5jmnHobonsRV202MYdfSmWSsjJWRfxmh3puetelj9sIIEmxfmKk5wX/rKlFc+4JIPOPIBR26pZMYCArCCAqSxjKqYy5jDhVYcxkliC462Fq2I3KjGCgBNw1GxYm0H6PGg0p9JCQRkSK5qvpHUo2KnfxEGLOMCSJl/dIvb86IvrTjnd8ucWB9dEdq0G/ocxxTHESP8dIZiGzOoFEBaJ8ScznK4MRFuIaBHiYz5jY3AkelT32VAnsAyL9oVcciY8Zv8BCTfq66hmzIfiZcFSISSMu7ucdDJZNcWQpmHrBH2EDkShjGEgCtudR6abZ04J/b7RGi0oeEywywLEw7hOToPwI4jMYxd8xui1r+o5haEe7UqojBVKwAY8IzCQBb+mNux+eEDeng3ygQF8hmlM7qfOuYhkCxBOgypQKpQQ/DfNIggW/iYnK7aDz1jOcNyCw7yzQa7zqzOx39KCOT4ehVu2+xmA0p4zvjtJwt0aM8iX0n+bveJyzNi+34/27vz99KSE16fmWakWrcq3upZDmegWwvgESVlRmoJNOAkHNRBZgXo+rhOtEDWZJbNZoqMVaEm1+gmiWPyy9Co43PcCogmczalx7XUDMaYLfakxYc+1o2+N05AISz/rING4peH911lpqsQUVJHtAmAwPy1z7P+1n5VDdA+p/k7TQrAaNtgGW5WLE8Zvwh2AExYhiXRRxtmwQzGr7BQFOEyNz6v2qZp8hCo6sjAgSQKCVTx9dNQyCys0u/dauCzdz97j0mgUxMHOMGO4vQIOy+3rfftwzo0HY8y7pkVAmx9Z0mZOMHkz2UBEAh7xQQfd3oMBYA7SOUvCiWFJY1fDrLI2HZuQZiAgQd6HW0X1F62sWpWNSNU7hmRP0EIAMVMVUZHXuOm1mxJB3prCClEOIAkkegU850x/3ig+lWMWylaAcA4F8CiY07f61q6M0XV+g84JqYZx6oH16zdzwTokOqiWr5CoJzcz6iZz0jLz2lmsmrkUeNf7f06I9LcBTlYvo/jDgNQYePIiYJDJ4WKOXmmV3mNQnohwsLh6Mqg8cc295he9O/UOQUQ3rs/XxO9lFQYyloZz2MGkZThiFVjFX5UH8ts/6R2g7UVxyJwnuzXtA7gh+5EK2sWyDCbl6vyda5NBNBtKYhHi2q4mDgnRYvqWIS9l8Wt5JES46AK3biMZM/GsE1lTAr11IXs/eIUmRPhqhidUIvKgZCc0/pcAAmvbWCAj4btNmDUtCl9DcIjCqkY3rjJFwAbQ43JWdEKqFqaja/ca/fFeRltRuYfD/nW/q044NgPuOzLprKoMgytLlq1QSrPju9fNdYenzVq+ijzrzqj+TlYWl6HgFiYhvPXmaaNl0Rr1HerZzC4ZSGXiaXqjJMQc1Z03vPaimOrMEguG7KfLRzbivtE30GsHWUZ6cxyGhjmgk8ZeNUpqiWu7zOtOeghSkEpG/Oaoaae9lGktC5H1NMtBHQ1PZYCIOPrioO7Sa1lcAHfwJVqlUEpm7s689ypuy8bJGyBYIIbcxqQRq2SSPBUeU2WiaV1Z+GksjFbeCaDaElt6lGSXhYjQ1IJRzdBRlPGp9p1TM4yxjlyCxKUEDFnFiGggqrCE7P47NqvFQeLwtHy1bFfF23FRRtYu5XIyExC2h1MhjyiSJmJCAFl3GQMXtcCNc1rGO97jLMDltRm1gO6wVvRsWvOU2444mD+Insn9tLZjsTUctJ1PFTWSVxTcVy+JkJ5jSC4awax3h0RdBVUqX6U5hQwxrzB18ZQvjrJ/tEw12jlRkGmQqtmw9dxqbWb5iEK+CQovHw2MCq+Vkl0E5JMsPO19wjRYykAlKIWXTUNXe4dJzBSwzjl7/iKazzybh9CjP0yTqhaRt37WeioMn8CAxyEF80Xvm48/U4YEoM0+5YONvb4b9PH0YY52th1q3g0pFohCwgLVmM6kggFxASzOIc+pxhzalINlt07GAmzOLiZBfKKAmu1w2ua9YuIcRj+AhEAl+Nsga2QdeEk722dvLu+N0dwJzIIaEPoUvcIJ33GsTepG4S2YW6EQ3rvEWrKc0VDy+0b4W/ME4qzz53qM+ZfKTL/GakA1LyHCH9d5R+Lti7GGQqgXB10/DJOEhs5IeO96b6p8I68xzLmXejHy6LIe2on4aj7oVsL4BGiipVLIa2ox/h2qXVEUvz7FSRMGu5jUJ2waDQANsxfw9DiIoxmr30WjhqMzLtqO0TOaDTLVdLk1xSOGTd6Yg7kcJBaKugHmR0KWrAKnALfALoBAxNPM50plm5geCIVWH56obVc9bLDzy2w7GKSs4AP1HHRLnFBRyx0TEwmQQDGTprNi3xe/Aycv2/UTdDIdd3CSTuzlJ4Ycy39RHqm9mUhTtaOatYAjMHG52ppDA0rVo+DzTlnrdmeyTTyIrbvIM/HnPlX/5Ye5pOyn+G1o+RdODwY16hmfPv6qZaMXHvAcSShuVU2c6IzaJo5f4riOqoC/sZ0GwZ6cyKiZwD8JQC/BaKivZOZv4+I/ikAfxnAJwD8MWb+/+657aAF6N/qOmrYMjPFPpU2WCM4FLPyXAOtUFgZJI2oFoN5Rv2VKgDicZWWmDNAI9vgYfPoxtAyBqqJrhFzLntD+xPHm8IrNTmoMdAvwEQ4IjCxCWyTw1fJyj1kqMnHqddpG7n0WHaSZvy5JSYECPyjjFlyBo5THNja035N8OZ0zWzeLMdA5nshksNnejOLQNuIzvQUtRIY5qx/mzkimF+hloPYcwSHBi05TmiP2ccYfL8m+kNi23qFh+pmpl/9O3rvOsqQ6JGRcR5UcVpwRAvvxJIE4bkQBBdQVZDoGOKe5zSObbjzTYiILP/jlUYPW6wdAfz7zPwFAP55AN9GRP8sgD8F4E8C+CEA33gvDc422Tw+mDcLKWLCu21xtwPNa1tmtpbv0rNDyWElZf49av8Rpw8RP4GdbePE2U/9ytbDlvlbfy308uiZt3GDD61Ptb24QWsbGsq5jAJxREjPje/iVCkBm5PgIJ0F8O1pgZWpyv1l9gZur1h89eOkd1YEgcAUWUO1PkMtF2HiHa5Fb1dLYebhZ3jL6e+98VUBGn0L9bo9bdjnfAuH6fiJ/NyIGLqr87KZi9HmsIM3Y6kO+xmsk2pA7exfeWaG5ar/ay8f6H6IDsu1/l3ZDtFbiOgXiOhDRPSdk++/mYj+IRH9rfHvT4TvvomIfmn8+6ZzjOuhWgDM/PcB/P3x+yeI6IMAXgc96nVUqr2qHUuEGgxWa/KAFODw6p/AFjJyapvMRmmTt4e/KBRElGLvrxWPjIH3k7BBZf4WUcT+u/QqH7bd5Bcwb5m9Mh9jWmUCK/M2zD3AMReNRo2coEcqY9dInVlcPYLjmQgYfgkJwfW5mR0MPxqwdmq7m/mbPHumTUufPHroyItHOoVm9FqrI6RjGM+zHGAKMAwvWHnAW7ztp70PYmjpjNr3al1FIWDOV1ps/VnoZIGztJ9XWRr3QtqeKxLO/LW0RT2/waLh1J+GeKSjWFCaFGf9LXtmrngxYiBGhbFmQk7/rcWauTGdyQlMRAuAHwDwFQBeAPB+InovM/98ufS/Z+ZvL/d+NoDvBvAmyEr+mXHvP7pJn142HwARfS6ALwbwNwD8IoB3A/jHAL7hynsD84/MFewMDwOLFEa9zcoV6kk4zDZTal//Hm3PmD+DrAqlYNjeDtv3EurotWE8n0CZuNzjBeEk6mIFUcG1A8yim8YZuVfpNO2VGXZ6FREOI3Lj0LQ6p5Ama9X5iD4UcQz3cbCIn52rQlj7pZqjhW2qYKbgpB3CqGOxwnHruD8yemU4htMnjH+b77B21fjnzNoYBXURAonByjMW+SPc1xzrHt9JpAzDwlVPOE/N0ak+l0CdG1Zq0HBQVRDU77Bp64TicV3Sd6SAgIGn4/MYbVUjnDBEZbWmtO8MKcNhqouegUC5MGPaQxO4pUb9ADMYMcYfndsHcJb2vhTAh5j5IwBARD8K4GsBVAEwo68E8BPM/PFx708AeAuAH7lJh14WAUBEvwnAjwH495j5NwD8BoDfe617gYStuwXgeL1E//gm3VsMaiWc0kROUQqB1M9Ahh/L2a65ng+TFuBaEuOPm0Cj1WeWi4UwJsZHqfiV98dDYQ8jwYhoJzKpaHfRutGxAiMJDEH4UbCOolAiZ3SzbF8A6BZp5fOzgOxkMTWoE3NgGiWbI/SQcx5UsGo8+8qS6HWK1Lntf0fhpydT6TyxCMsIeVGc8b1n6JzpB2zWiWj74ywFlrif7NynLOyjzkvuzq0Utfk4NqHmh9knfxjsvc3e3YxpK2luyRbA9ISvKAgYuaxF8ixNii9W4eDMP88RAJwVArq+BfBaInou/P1OZn7n+P11AJ4P370A4MsmbfwRIvq9EMX4TzPz8zv3vu66ndqjhy4AiOgCwvz/O2Z+zzXveTeAPwwAr/msz7IFZN8HIaDO3aiFnmw7MDpbeGVh14zCpDlOZIZq18qsMGL+HfoRIXBkr9Giz5efMZu0OLnKxorOQWUYUyuGYIXiYshpfHadC6XkoEaAROAmvQmfoNVKOKkzjxq105T5yIei2aOPQ13WXEt+Zp1ZNJYzNHuLo7bPZV+GICCsnYz5piMjKTOWJNzGO64MVxmVPDULy0qbuYvjIKT3qO9Fn5sskoKfRwY9D/9smzmLlIMbOFhwrhBoZJt+tunj7pi1gCAVZUUFVkh4U0s+CWD9Wfo/oN75YThb+uVf/mUQ0SfDR+9h5rdd6+bYmetbAL/GzG860VKl+oL+ZwA/wswvEdG/BeCHAfz+a957z/Swo4AIwH8D4IPM/Oeve994YW8DgC/6wt89HXQVAnry0WyhzjbrlGle1a9JAJ7ric20fS3FK+FvXmt+E6FCW4e0MX7NBuYtFmzRDrwtwgbADGNJ1nHh4qGcW82yPluvN40fXro5+iyEoXnCkWuo0bpwuEEjqzSjO8MRzojtLAMaAZ6UmYb0k62ExJEbLvuCy96wdk16G3g/8WBODCJPWqsWTCVj3pyd2sqI9zTwZKlNhFnnton+mZEJnFCSWgXs7Lk1Mm7WVjxVLn6neRbL+DkrjhjXrp54pwJtRlGwSQSertfxf6iFZMmYPN+Lp/Z2tJTe8IY34Nd//ddfPe3QtYnOdSbwCwCeCX+/HsDH4gXM/Ovhz78I4D8L9355ufenbtqhh20BvBnCyD9ARH9rfPZnmPl9129CMfZTBdCU+eQsRGDO5HafZNm642dgXJZpGp4byZgnLYCWA6aR5BQyQ+Mmmpnrsb1TYW2pvEC5LGZFRmakURr52gztRKbYIYXgTOsntmiiLDT6Bq64DlWYQ/sTBcMCLweguRYaTnukC7SRqbz2BZer5BSsndC7t2slNUZSm+rPVvJBy3PsdDu9qxAhUx2kwDYaKY5JSc9UrnOx915UGM4qqG776oEQs/Zz6LS0I+Po08qmdSzWp+ELkref20yhoPC+xvBgg4PSPvC+ZutjqzipoJCAib5Rkm5EBOA8B8K8H8AbiegNAD4K4OtQfJ5E9FtHsAwAvBXAB8fvPw7gPyWi14y//yCAZ2/aoYcdBfR/Y27KXL8NjMU7Imr2Kv7V1Hn7vGy+PU3C2+lgWtL1835NSvPq+QFQB6dr0oZbFj9ChGFO0al+G7ROtdD0vIZKdNzJfddj2Kn4WmA06n9JyWWh3/LTzXgOES4R2qrhvPF3wYjHWbe8inWjteTZC7op8/e6/nPSaCpzIFMHyulWNRY/KhMKl8TZ0f/7YFD3S9HScWF4AnK6YovV8MmZYhHfhn0WgiHimqljVGvgOtE+V/bTMtfHjxPx+K6g7StS90eEjVZ1H8TMRyL6dggzXwC8i5l/jojeDuA5Zn4vgD9FRG+FhMx/HMA3j3s/TkTfAxEiAPB2dQjfhB7DTGDCOg7zkM0wcMtwehaDvGRv3TyBGVYtHlDtQrURvw8sFgXUuclbHLLWKxEYSDdZ29SFqVp1bitbKQNUQodr5wS28MtYrRMIzD/Ec1dmNsWXQ9x+V78BNIqIXPukFQe6xAGXWPoxzHsDyMcIBKcwtmPU/ohTXDR2Y7DsYYhVwDbuSTttQwgAMKevWACUBCIgEFDcz3rUZOeGY1+ABnCnDayjcFh9Ry1g5X6ta6EEieypjnt/vq9KAm+YZxz7TICD95l+hHoqdFNzDhKzpyxk41GV1XogSIF0ECz72vbcNZWJOBd6r/RJzyHYWjJpbkwAdc86PyOdCQLCQDveVz77rvD7s9jR7Jn5XQDedZaODHrsBAADOPIhaatRa54x98hM9Xv5PUI6YXNajPz1yyZX7blqs3oa1MqxwqVvxFbammkvymxi5UnHVV0IUNh8ir2rxhiZf62Jo8+MCXIMThE+KgAOOGLBiqUfExRjuQ1h7qZjGeU7tCSDFn479oOFbGoS0kIrLoZix8XZSePsBCXT4Dsl6AcYBeWGMjdjpCtL3R9mQm9kjmI9sB4IUFhg/noEpFpC0QpSpqQAYk2Miu2Ol7ARApW8BER8WxmTl5/zukCR8W8qc04UEZnnEWU3PUjJn3MV8/Ws8Qz1SR9GNdAh0HJfstVS+6dtyfo+bdXfMxFwWwzukSHCEQd3lsYsXTPJtwskMf7g0IrXRc2mh4qb8hl5bRI2tNEWtBqeSYMJiUmrZqIG5l8109hH+XvuxJtp0oLDehG2vfowKVtyEhq5ydgN1gYAjwcfODGBQ0ifMortcxMMxXlepVgaWdTOscuVbQiAiyZ+jQNkfCpgOg1tHWJ5rHSQYxx5YP9M6EO7X8ZQW8Sjaz9ZYTpG7x7Pv6JhA0cNS1CSpI7iCxlwZKxGOcSECVs9D2BmrcV3GxljXpumHtuhLNt3qOvZyyvXDFkvCe4RXhqV1cvE2HrjbEmecjLPKGbnxnHkYozeZ1lQk35MaCYIzkd0rjyAR44eQwEwtEbVWmJIGQM1XnnG+CtVM1sYzGL35TjzFlrdwkeafKV/r2GjzZg/4Dh97E/V3qI1sen/COPbW/Si3Tbb2FX729tYUVPUflmbI8S10wIij+nW4nZ1fuv4/O00y4LVWvtSDG4w/TYgpziHEGbPLVcTveQ7Vkm088D+B3dZu2j/bbTbiDfCIDpTVRCIXlrgJ+pQb4cd86JQCdQ/VVZgPGWMKWnAWXnhwmSzsIy/65qvayFalApTRs3brdIqjJrh9zKO0WY4epS5jVwNXT9bn0JcP3G96PebcQyYMVo13sJ8/JWugspuQkQAnccJ/MjR4ykAAkOK5vBsEajGuafNKwOJzB8IZWXrswsDthT4ZJJvNS1lAnFTRKimxtPX8fLYrLNsUG+PoQe3qG+hD7PdNMmdxKJlODBj/2L4p16neQZLKCXBLQtPw4bVejDm5iGoEhKbI6FkPhVrp2F5ENY2BAQYCzcc6QAtJU1gg50u+ZDi/jvDLAAiwtKA3oGlCfNfWrdzBkSR8IyCCsFsopOKRaBMkkdFT52748j49jMEshCXufQ6OzMYJuZ2JCWgaMfRf2PvMFwfrQizBjmueSAncIXSIBps0S/F6iIC6JAsyrh+ps8suQ621sk+THvZ2gkWcmyzfnZOpp+JbiGgR4mquVe/U6M7Hr6SNhBtnbdOmSmdwmIryeL3+yLzZ2jpBHuo9V8BAg1x9L46Az7yYo7SOAd10YujOAsBUHAWaux/uE0KMQlmrRs9aa7a2XDPkRkL6YHmh2kcfGRK8Ttl/poPoe03AK0xqDMaSc0dHf/Kw5nKUiqiB6Gt87zyIhDQcPzGfwCwduDQBtNt3Q6XESasbWUN/TqMxSwfYJT5WKTUB8jOAaiCVOdEfRwLrV5/CJEpU7JMrqIZ869Kw6l2NAzWICNasOBS+jtybNAvZTytWWnvyvhtXooASsobsmCr82wiuUBBcX6UtL3491npFVoN9PEUALRleqbtB22TwFaaGcDuGaEznwAQtJh7EAJ6/fqC84UAACAASURBVN4CnQqsK2LlI5SQzpMtUMHMRDYhEP6ux0BmyCBrbA4X5LajU3kZ5X+jL0bbjj+3YwoOSHKdc2ksUTjjKmZnTLEWUBTSMjfD0RqZzmRaibzEtAoAzYI1TV2F9qTvs8/U0rJCdAiwT2R85J0SKCoIfziUVkuZ95nGfKo/4f3pHF0rvHgWxKClViBCgCzCTkNl1cmdmX+kU/DNVaTKy6yJPaZ/k+dN6fY8gEeFOGlKAGzjyO8DeR+YbBQAGi/Oo3DcBqsexdROpZlHp6jFP+9cMzrkWs4efh+YpozQGYAdKD4qW9pBKwS0MYaZEIgOZo1aicw/amUNfWNZRIFTDzGJTsNGHYe2JAhDE5Q0MqZxzlTto0zGGgXAYMJLW+3t2qHkpH4MidJBg+ZXe1+nWrYnxRGJI7g1xqF13GlHPL3cxZ12Cc0sZpYQ4yMvaLwgMs/NewvPXnkZkIgfAamaf0qKIg+X1DYknHY139XesxZwOUhnTpUJzxhhhuYIGEd5trBOVzQ0LBJ1RgsarQAaiFe0vmJBsAKgYcp+vvBMI68CNSo/+nsNQnAYKpQNmYzHrOxza/7ygCcbAiKi3wbgjcz8vxPRqwAcmPkTD7ZrO32Bl0uOL9w1SMH8lfkv/bixAHiU3I1rxRZOwKyhi7nCGIRQEnqn9Cw5FDPDbDcakmq4WmlSP1MmrMybteZPbi+2GTV83dx7DjlAqzp2dCwp5DEdEcgKswRtlgkLNXT2Q0NEM19xIC1B4VCcapMza0U14wNJ+I3i8XH+fY5kFcS+6vshUnyfcVj8BS8NODTGxdJxZzniznLEU+0u7tBLQ0kY50mHRWFRUgRUGEb/Fs1cYZ6W5iqtz7BOY39TFnUIHkhjipYBZVzf5+80TNTKXEHhPvJ1UJUQcXGvWOmAZiUhSHoYFKymChUIwGJrX6w3hZT2rSk/HvJqS3hqTUYf1bk1f6UnNQqIiP4NAN8K4LMB/HZIDYq/AOBfebBd26eaGBSMVWc47D/JNFDZWlyiNeSb2J4u32w+s306tDgGlLXG+jfWT/2cMsPvINswqrWq9teI7HBx7VeGEBw+iKTfawVMo8FY7Yje0JbVwof+7EPzm2/CCK949Z4B20DApHjS0zIYlkJxA9DZMFplnXJrxwFica+DeaRxWoTKlrGKABu4emNcLIxl3K6a/1PLijvtiAu6lES2fjf3pWik+gz7eweGUBDHGP/GAV6svCjYBrOt79LWc4iykmlqBofVuYn3b/oO9xFJ8ERD4245G3E+VexonSI9oyCSvtdGi+XOiKteztnQ9zRTPnSuI3x7Fc2EaBr3PUK190TtyY0C+jZIHeu/AQDM/EtE9JsfaK9Okm+ovFHGkt0L9WSGxng0lgVdr5xpD0kIYMsA3LQNlRTTRo+MPAuceKRgt7Nn265D1coQIzv7Yh+jUNH7JL47aNGDgfvzGVYVMmwy3cQr6+bzOWihfR+rllOIB95sI31mZBFGajkQg6wO/pbUAoqarZaSvhja2kLdIJOFOg6NcWc54tC6Rd7E+VvpMKKNtkmEMh/zxCoga+U6J5qBXQvmMSQzWCkGDyjFvAC1bFWwaBntBgVeBhQ1mefYd1+jzRi2+i427wPbdasVbSn5A4aQwkj+G0oRwohSmiNtBVzdM8DWkpkFE8wsl9r/sxDRE+0DeImZ7+qZmER0wC4a93BohidGkoiMOZ66vXbG9IMpXyCemHg260/U+GL70p54MBKjDoxjpjkqWaleoo3Jq89XJhRDDcUAWPxge5YyCXodoBmyKxYI44nhiGbWo1tlnK7jHRsvhlJGOGMdETHUDp7bE7KFVRjFOZBxAeBYAiJ/HxlI/CmCow1fAkDUcBEEszB+zdgVe+XY7libRz7gki+wctD2KDOTKI40fHhjnVl/lH3mgm1x1daAgWx5hFPUgqUZoQ4tOdGxJB9C3B8hMHk8Jfu5NsqUwal5DYoQEPgtkmYHx3Yi1Wqls2dt+lGgslNU5+8699wzPcFRQP8nEf0ZAK8ioq8A8O9Aala/bKQARF1ssYQsY5itjdE6wLoBaRnav2gsm8qCgIUoagbvdoO2k6ZrFACxTSobao9MmGgbph3ztHRwZaBKndXZ3S1UUhOutDxyI9UQ3VqIRze6E3OB1uhvITZb+yfzEp49QjZXHETra0FTHRVRNazVcimUqZ2Yog4v6LZ9/848FrDV5lFGI5nFMq4VTY54HK1Zf0bMvjEmhmnLelKXthlpk0ENZ+LWvxIRVP/e3huYoHn1t6Xb1J+lq9HWA+mcia9qftJyfq6OW4vbacZ3mmOFEzXhjXwcKjp07DPYJo4v75VtZvG8nEVOPKuCR4XuWekJdgJ/J4BvAfABAP8mpJDRDz3ITt0LbTUOEQKKqRJYPho1Y1QwiBCYJCIZW5+fxaoLlgeD9FOrXNPUv5NpPax8YeTND1SB17KJm8WYlm4QUjOfTUOtjD8+LoomFQQA0DulgmtAgHMohCUqtBIglhYOsAdiGYy5Y66j4XIsMddYJTlKav4obl7uBaU5VxjItVv4gTuDIbklEZyC0EJ42bLRObnEhb/vcH6w3Es2ByYQ2CsRRU09asp7WLYzew/j7ao1l/WV5kH/6RoJRQ8Nihm+ic6LMUOdQ7PIQOOgHdi7i+8yaf7U45O9PySgmT1jQEIxXyVbzM2eVMfm7ddEzR7uR7rePqf9EilmcZXkzxvRkwwBMXOHHEzwFx98d+6f8qJptkhcEMRMzay11DaiU0k/jwxMTd5YAx3IEEBdgOpY1i0Si6zVDVKZvzMV10wj49/qhI7ZVwERI4pkPDZj5V7VpMRHEENbFYLYelEydqu9X4vGlrJiC+OLzL8y/hmxSMZ832w+CqQWmSSDLMRWLa3KPJJz1xspmu0O8y/90bbVx1LLRYuDdmD1priMshdESbHIune0j4J/YviV1lhEkOfzFMeSfFnh2FX9dG+ur6KqJEVhJl/sM9u9QnPTPbRTKv6+6ElzAhPRB3AC62fm3/1AenQfNIMCaGgoSlqcq2r/V7UVKSZhjUaNSbrDizcZyIzhBiPVXNcMoZzQHjMj8rNp/ZOts0xKQMjPFQihnGRHIyopBJTGBa9Q6lp+T5uvaulx7uweduhLL9OjGqVY2zJluAw/z7dGjWwYc2Dk8QxgLeRm2n9laJxr4WxOZ5tQ1ZjtSEvKOL+270pDXIdeTC+2a/keOq9MOGLBMtaLKBpt+AMCtGXHoPqJahQc/ip82/CpVIdvtWxVQcnz20RIFYexCqZ6ZGi8t34ahVWLkXpp7Q0fEeU9uncaWVaipN3a5s2InkgfwNeMn982fr57/PxjAD71wHp0Q9LIFo/lPyTNLWr/+vceLXqwBZxBzrRtoJifKgRUAxnaE41+xI2YwgSjFjzrH29xUyBDP27Ck2H/YgnA/uk9FhoaIB0ND4xwR2zXn+lRH5EJR0inU8gwDtaU4uzqrBa3or+jyMhVQJgngtRPUZl5iL9nQidnP0SchEfqr14f1o2+6yo0dKzTd09sUUUy9ra5njBO2cIRSz/avZ0WqWSKjiNf4BggFRGgWnJjtYSzmlynZ/rKiWjqd/LxrYBAj3ChaPeWuVGfQWeBBLUuVhTkmzlQPxW8xPr0usL8PVlTfXSuqHH4ey+arFpAxK54nc0CIDx5EBAz/z0AIKI3M/Obw1ffSUT/D4C3P+jOzYiAKzN2dfNY5Es5meuqEraiRUvc+oGAFe4MNaYStCXTvMC+AIP2H08VU50pHlhjm0A3Li0WRhnHo5pRJMGS62cy7sPw+2nf5RxcDOgij1mgFg8LjALGmGCBPOp8r5yFVm1jVn46tROYvbKRPv6OiWbLCOP0vlMWgumeUWgtMHPtRy2XYPfr+5xEdMWxibNca752w56NaWli3xAMC604sOQeHPqlMajeFolGak+Nd+VZxHowDUMw/APLEZy6pgmMWKZZ+44h7NdRHK/OSw+Oe80oV01aI7gWSDE9bTMLswC1jH8Gq4bQ57Q3CpP2RM1YrmUBN4IeoxoZf7LASvRQgpPOyfzhPqdXIl3HCfxqIvqXxnGOIKJ/EcAND1m+CbEz1qgFl83MQ4PRNdvo3qICEkOnBYxu2zxuNF18QNVG5uZnTKHSRasnW+mibSTZl2hiDmtEkmpnZtGwQz7a5/EQAMCxM6gxjsygwfSOo5RCchgzQoSQ1xmyPrNr/3VcFX7Rz0Rb3J+LBFXF+R6M5oJYoJwhFKLmXw9oqczfI5rYwj4PtEKjTLR/IjyHb0P9i4MpqqCO8f86/0oWJqBnJAzBr+9FzoN2gajnGB/6JZb1boinHyWbacFKS4JwRItfrPTFrJ6VMbzCo3RlmnUDtQ6aCTCEA15i5BAYJgRiGYbIeC08tcBC3Zj3Fl6KWfqy5qW0hN/vfd9EF0VhPd6ZCYGZL+FsRCf9Eo8zXUcAfAuAdxHRPzH+/n8B/PEH16WriVghjvn3V2n4m+tP4MymTUGzgSOz93j5aEJv2h/REtZmcX5Fi0GhF8VyI3Q1qwMTzXKHf4bfoYn53gbern29XId5PesrjwNBwpwoXGCnkSFrgyqUNhnIO6RjW9pqDL6p09tgoIYlMXbvS4asgsURYJiFGId2xAUdoXWJCG7JKVPR0VQIyGEdDykUwbHF86MVp9CMfra2g1lysTZVxKhFI9asWrFaZHU11EVuPoQAobBwQl+DwYm+50DXfi/BB6T3xvUkY47QmL1t67OuYx7HXqrwq5agXRuEQUwqs1ItNbooMP9YG2hPyXogdCYBQERvAfB9EG/9DzHzO8r33wHgT0DOBP6HAP54QGNWSDQmAPwKM7/1pv25ThTQzwD4QiL6TADEzP/4pg89F4lGtw8DeUWZ7X0JpyxYeLUuTNtW59vEGan3pfBEwKOOxnf+SHamX9ra0+jsGZMvfHsEeIQGI10ajp3RqIH60Om6C5Q96zZi+ZaMNdEy5drswl7qNcVPIeWXRXgp447zulDc9PEZlJy20YkcYaJGHRd0xIEuTfOWsWatHMAosubjTfh4EEoEFqty8h2AUH6EQaQMsW0YKlNDb0HTtxDPEXs/ainFdajja+RnIRt2Hpi/v7uggVtsP5sPynIiwvpLwg/5d19fq1k6m2AHJqv1FMclY9sqPKm/Y056W8oTM/P39+YRUtO9eE6NnQh8higgIloA/ACArwDwAoD3E9F7mfnnw2U/C+BNzPwpIvq3AfxZAH90fPciM3/RjTsS6Dq1gL6r/A0AYOaXxQcQ6Uosfycs72Sb7HV/pm1OYI16rWYi7/YrxHJvnl+SvE6RO96CQ7nCUsQ4suDPHSTlJCCKZSsb3/pQumXVQPc2G2dBMPMTzPoOZKslMlRhJs4ATHMfzF9gMblukYa87SEI9acVd7YjG5swspjXQLCIGZ3HFucR8zWh91atloiAeEpYvIdIsG6bp6wcaHRRw6gjNfxZevpYEjTBvwRkBSFap4r9E0nBvdnhM/XdWgaxteFVdpXpRwcuCIjBDhi+BVvvJyJzUoTZ5FS5U3Td/XIjOo8P4EsBfIiZPyJN0o8C+FoAJgCY+f8I1/91AN94jgfv0XUgoE+G35+GRAd98MF05zpE11og1zUPK3RjDGHn2vhPrzfNDqOol2p8yayVLTTPbBwYYzxV6oQGE5nRjDHFYzExNMqVDglbbuwlIRSDr+PRayUjGKAwR0lDJBFqDQQt0qYO0hlFf4JeF4UWww8asfmBRrW0ceRjDD3sdhg5DSZHGpoJh1cAgSGWEUkjvg1xondu0PzujeCo2nW4jobD3d4HSy5u6+uwANY0BmBEuLTC8KAF1wY2T8AFLsUHRFJzdqEjFj4Gn9Eoetgh40YWpGIF6fvg4QfRA2icGQ82H9aPvw/NCl/4aAw/CoAI42AILLdg53WG0lxSCyhXsfgm2r+HJbuwI7AHeow8hbP7Aq4fBfRaInou/P1OZn7n+P11AJ4P370A4MtOtPUtAP7X8PfTo+0jgHcw81+5bqf26DoQ0J+LfxPRfwHgvTd98P0SA6mEw02k/4x51oWmpFhwZLx+T+6HCoFtFPSc9DQpY7AhWe06fa+QlX5vYYkEgI/oRDhQQ28khda6MGzVEBWqiaa3tkXw3IUKEagztQWrowUoJmqidT6rFqq1cnIuKpmz13+/KuAwjGPAScZKuINwKXXu4Xi7nFQmg1yCc9cEPJsePMagI5mWqzNNXfui8wWM8g3j5+x9NwwIkOU5BDm203wN3Z2nTMqY5YB6WxMDtlAmrucOtML8I6O190tBCAasv8btqzUTM+2tjYn1Y7MzrGTiIgh3FB/dkyb0qe4/LwMjbZ0zcev0Xiz0a8z8pt2GtjSVkET0jQDeBOD3hY8/h5k/RkSfB+AniegDzPzh63ZsRvdzIMxnAPi8mzz0pjQLhwQiJJKjcgBh7FH71oiQGSO3bNnAWBnsG5L8ABW9D8gONC3OVZ9pv3NOeWdqAC25vYR5ui9Cr1HGNIVlJsJRyyFIDH3HgbI9okygZt+qdh3ndKFuzJJBOAAWjqrPWWjdaPgZlsjJUMqIV3iSGCPkBEQGAKTw0JghnRl6EErqoGXpudpkgB5T6QwrOjujsrGipSqq0q6XF+ltQRsx/moJbCA2koNnmJrlAEzX85hH93O41q0LQS0ApgVLv8Rh0Wqybn364TyDmaeoG7c+/Lk5mSpGqCXBQVs/mr0bOy/Dn6H3qbW7aUPfTQmAsL6y78la30jaj9bEGYmAMzmBXwDwTPj79QA+tnkc0R8A8B8B+H3M/JJ+zswfGz8/QkQ/BeCLATxYAVAyghcA/ySA77nJQ29GmhyzxdEZZBsGmGDbivGagJgVn2ITJNqm0sqKyfqB5JW2jtJQGGsnVE0YQbO+JBN4wsi1nwxKQiFuTvCwlIIJbdotDd15ROFEAaYx44qxCzy0WmilMn/R3pslZNV5V+alp4PFqpatOAF1/BotYxh/jNevzH9APer0NSiKHI5bA6yjU6jzT2C0fmnPb7zuap+SOD2szpo3wDBBo0JAGK0KG07Mk0Hi6FyGoG2akXzwdQJnfrm0hjLrJhYbdVOEiVcsTMAq/VnoaPg7DUFUGbm998CgdX7qO4rvSrT+th/pY89AKiHRTcFRCIeHFZD9EHZ2BHmyYaXon/H5oenv56AzOZXfD+CNRPQGAB8F8HUAviFeQERfDOAHAbyFmX81fP4aAJ9i5peI6LUA3gxxEN+IrmMBfE34/QjgHzDzce/ih0lRw9e/N5t9tnom7QBZSwRhs9mVqYh57BhwbWMLx/iGqglfzuRHSn1ZuKn0AMoRlO5DdOYcNCJNHosWjUIhwsRlrjRjVMMOkxVQIkNilUjAtVNhTG4BaCsah58jV3qaA8G5VfgVeyHCPibAgp8hFHvbQEkkhecahpCkoQ2HdwEAxMftvBssM6l4aTCEr4vOzU7O6m3Bsoq2vfRLUHeBwGigwx1xAi8j31jPIGApFLhgwnyHQF/bQdb5mMfeXMiotcHk41GL4TQmPoRizKINVgI0tp8aejtI3/UdhQRHtWoJUidLWtaQUJ8rW5+q3Ax/jLyL8eajFTC+j8pO6f3071M1pO6N6CxRQMx8JKJvB/DjEGX6Xcz8c0T0dgDPMfN7AfznAH4TgP9hBNxouOcXAPhBItXe8I4SPXRfdB0B8J8w89viB0T07vrZwyRKy8cdUBUO2WP+s+ghZcEa6dIGA4n1Wex+lmJdamDHiJsodMx8Hj+XfmmCgKmBxnmr5igOC9eiZGzRy3uPUdAenuohfbEMrjL/WN8+9TEwMKnPo+fOjlFZ7DeglULjWb8KMzBW38xh3rU/Sx/OSzueM0iuhgQ/xDne8x/GUEZl/LP3roxZ4LuDzBWNZCpzCkdmGx9II4YfAdabW2MCR4gVYMcnkpyfS31FW+8K7MJdGAkRsNyx56pl0dEsrFMVDHm8O5oZrkmv7YDGDfHEO3EMk41F4R6L0yeHXZTpRyFF6lvQvrVF+rw8Jb8zATuh13H+N45h7oCeHKZjNgtgTdFC1redcOtTUWZVWTgbnSkTmJnfB6moHD/7rvD7H9i576cB/K6zdCLQdQTA74x/jANhvuTcHbkX2jJ//7wKAaXKnE61GzU+uXyxw66392yZf9y4blJr/PRqTJBoK7AM1pn2T4QAww9593BFDpq5w0BR49JnaMy9RukYtEWETvoMtiSt+Iw496KtrWlTpzlR+CFkfSrTUefhvVKcZ/U1XEVqTWj+dZzvdFXq29XnN8TvVNg4LBKewx0Ybe9JtcqwOnK11fost044Mfw6lhR6yVZgIwuBvqL1S7T1KP3sq/XTExOHkGkHE1I3obqaCF5CI5LvaT11bDsfqc0H4QQgOpcP4JGjU9VAnwWgB8H8hn4M4C6Ad+7d9+DJtdyaSHO9u+eLTH7mtPZOS9CyG+I5rIkhBqdmxfrVAlj6Ea1fWhEwY8gxa5Lm/Yvx8F4lx6NDItTShjbloYr55KcaDQIAByLBoNvQZpmBDqwqYDQBKUT1pIqLhkNvy0U43n4UiCLUfNF5qEJK50WSz0Z7lC0LOft3nfprjKGo05A4MOccmRLDNuN4RMumocDua6H6HCnfvGAF49juePTPiGxpO6gp6ZrZETQxaidalHHuNKmsWjIGc1mG2yJWSBC8Vo7heBfteBdgBq2XOkjwcgEiQmtHOUCorxL1U5SdSCqcrgrFVAHWka2GbeZ8fk4L6yA+c/b7OYhxbzzmcaJTxeC+F8D3EtH3MvOzD7FPV1IsVsaDYVXBP8MFr6PNZfMVUGWus2oiwakLd0DWcLms9Xe0fjRTGximdZeQzJgsdPKIysmZq8IM14Sxm4OOCIcAzyhUtNDRcHl7JgEXIHO8Edjqz/hRii5kZpmgAjfUORbttDp9LfPTwiC3G15LIviIYyRTYJoKZU20P7PiAtwVv1NGJSedjX4yozVpr3WgtdUc2h0tMX9raxRQY74QYbUwmO6i9aNo2E3ee1dIBQGKGWON5cbls6OFfi58zNp8mEuM/pM6feP6jX93AG2x/ZIStIZ1QgrTMUs/R5kKbcvekSZ8mSUiWrIyc7EagnA3i0MtLA1UkFUGzKEdq51FureylTmjU/v8vukJtAB+BzP/XYgz4vfU75n5bz7Qnu2QOJiig0o1XY/oiVolgKQhnsIPK/swqAOhsmgo4xxDBWOGZGT8xC4YUOox6/dJAEz8ExqFUiEu7YMmBy390jTSRqtEmIz5WbkJ84cwFYI7QTuWweCOODSxNJbF67o0dFzQpQiBTT2XbtBW0qLhDDaNpQ2GT0vyf+h8i8Y7on9CGYXDxBmt86FObv1bn23v/wrhn0gZZh9+kAbx3bQLSIkGhZOyEqJ+ohUE4EKsjqUhlj0Qn0ketyZ+xTMiND9iwToqh961qpmAMlPysgnmQ5J7mRa0zgBWgS94jAsd4MG2NdNa6+4MAcItsARqoqio38CUk6yRR8hUmbmOob6LNNXlnqp8qZBBDFi44jXOhPPNiaZ+qlcCnfIBfAeAbwXw5ybfMYDf/0B6dCWVFzxCzFwIhLT4SW2fvVIFjir7ctUF2GiFRukgRNzEuihmnheGaJEmAf5QkgXPFuEg8EPWlGP/7L4AOSnjX/gYEoMUw1/Ncatx5Boj3uJG0/FQxwVfGhSl+L8lIMXxBM1/U9BOHY/SWY81T8w/hB5yh9a651HyWCpp+rPkZ84jEE1TQz0bjghRVZsiavfAGJjl/Y3rmRYc+iW4NROw1UGpUUDrOFoSuCPWwsKjjWaCfl0uzNKLmcnaXMy+vegv4XB8yaxHVqYMAnAHa8s5BJJNLHp4bwuoMxDzUSb4PdOCvlyMd8FgPozrCNzkOynTvJjw2UyZKl/Dl8TcNhaLZgeDlfmP9a1+HAZA+T6ZM1cEEHxxdR8nKx5hzOegJ80CYOZvHb9+FTN/On5HRE8/0F5dQWlRDaZJQwuJWiCwxYWv06b+bfcwAFKTVyNjgmaPWOmRE/NXc3rzPBZtrAHo7PH4ho3vLLiYodm4F+a/xUSVsXMQMrNTobTazkJHG5dCD9p2xGjrWFoPcFAZM2kxrQ70Jr1SBziF+WNqA945gOEHplSnMvVsZQgTbGiQyptr8NBYG8RYcHQIK1gwyQfQxToi7uDewdyxgHChSVV0sIiVaIlqeGbHHTCPIyZVY15GbH53yC3F0I93oz4Zfb+HfhfLKv/aOD9Az+XVIwq9cqYLFBiGrkEFkdluoVFuCzpf+HexvHNbEvOvBQ1rWxgjkMgrL28S14oKAew48KMlQGMU+gcPS2CvDxGOPZsVQE+gDyDQTwOoENDss4dGyphNo9YKhCwaSBQCmwUyMRGrhpk+H06zmploeH/S/jlEujgj3Gr+I2V9ZRARFhVSoz6ManH1SDyDP0I9mHighkEDwwcQmUy8v5JbIu5HOKxD81xfGtaL3NdHGGOnwyY22jbtCCdMUTVtAbULKU293AGGzr71DSzWf++bvxcK0Fm959juyD8+bDNbqRuk4iGpDls1DYHkYxqvYNUuLNZ2ML9BDCE9LndATdbd3aH9r+x1ofqyYGnHVBoiZuEmgT1CZ1voXwoZbZ51HN+zrHtZgyKkxApA93Vvz7UaVayuAQsXroKeC9Rk7wFquWko9Byfr3BREgJpDfbNTyYPc2UEKHZvf+taxnbf3S/NoMxXCp3yAfwWSPGiV43sNOUknwkpB/EyUdDuQ6SBLiqFgQiczEXgKuafP4vRKm4NaPmIHc2Fs6a6Yf6a5GKCC2AWaKBzjqyICzxaL4rd19DKOCcR11U45KTvY9zfeB0nVa3C/I+fxnL5adB69M04BEBbLkwYqBPXNPURS04jnpyAEUvOJjRaZDZWTVKY4bpcYEGMmskwgkFRA6ZY24XVvTE8Gxmq2SajFZ+FCu++JgEAIjS6BFZCM4e1Wgx+JVpJWgAAIABJREFU3QGQgntN372+8jEmXY8q7FM8fIGrQghmfK8Y8xiZf2SGPlvR8cpgcmixavEiKBCYOFKUUEyIS0/gDq0MHLH6PI7tPtlTzmbMXz+PzvK0v0Ob/vsZYZ/U8SfPAvhKAN8MqVfx58Pnn4CEh74sxNDIAXZNItCmhkh5b5XhZ8aaS926VhXv91DHCCNofZaEhwfmFplj1IwBoKP7i1jujHH6k+Mm0ISyZUACCfenrP3Xmkm6gWbCTq2Ji+OLoPWIi5c+geWlT4JeehF0+RKwDmjhcAE0Ag5PgQ8H8HIh+HHzJB8aoYS0XlpMObcFbRGYgZeLEWGi0SduyQnmfECng226rHkO/8p6aYy6L2KNHC8+Q97h8tSotUOmpasjVaOxTDizYs1HtPVofaYwr7QeQRcuJDstZjEoo+pDIK7tgBUHy+ruaLhkqSGkZTFsIQOb9+NhtjFk1pn/2i6wLnfsPUfmGDOtI8l7ccbP4z6DlEY2MWjf0Zlr+6tmnhMPUyRXYeSJLHKpYY/x+3Nrm3TydL8HdTLYE2cBMPMPA/hhIvojzPxjD7FPV5IIgIzJR4rm6Iy2ZmNImimOq+n9J0rcGjQU0v9NmxkMKzpJJfqigXDEYjjzOBiDAwNkaUeZWPIvWFG3YOYjWz4bM3xcZVj/eheH40u4uPtJ0PEulk9/AvTiJ0EvfhL80qfBl4NpLguwLMDFHbQ7T4HvPI12cQd8ccchIRUAl3eBo2PXWBbZ/MsFuJE4KBPzF+HQlgvwYOrmeNTkrC7Mvx3vgo5yrGIbAoUCXLKOaBaFeg7rXcnIXT0UN723vgqjN8EV5utwcIbCDGqLCaLIaNoi0NLSjlY0rocyHOJlOUzXl5bYiKShskp94PHq+FU4pYX36IXeomKS2/SM4MXKVltRtYl/x3+PbYmj2awAcFrvlQnXbPfadqUKf9o92PqwHjw9mVFAAABm/jEi+mpIRvDT4fO3P8iO7ZPmBIYKiTsLojK9+HvC/VVrQNYeYs2T6gSamrdR6y8apjkYmQHdpCR5Ba2PcL1VNrT4AJbNZlToo62XiLg/o6EtMBjJk5CyU3wqLLkn5r+8JAKAPv0i6NMvgl98Ef3FT6F/+iURAq2JA/fiAu3pp0Cv+gzQU0+DnnpKrAMA6AzqR+DyLvjy/2fv3YN127K6sN+Yc63vsfe5j+7bDTS0SCeSwlAR1A5aJuUDJQYrZVsKSpFqIQGNKalUmYdisCg1RVVLxTxKjVaLIQ2aAhGiHREpaSRVFgHtEAwJlQJCozY03fbtx73n7Me31pwjf4w55hxzrrm+vfc5e5977jl3nDr17e9ba80111pzjff4jQkcg+Tv+eT28R6k16ZWnPcSrBy3wGaHOG7EUvBiZci1JAEaZrjpQgRMDCB3APs6eO7TC6sBVD9dyjFhykLTpjZSDKB5BuZL0DyVfENHwLiFM2NHjOUYFe7k4MME7yXN1iNml4/tXVBZXxlqo7Eq8/oTJh3MtdnsKVtk6MMhKx5dSu41DcLbZANiC4TXuJNUS++8Y8eYdJWqDWSNv+dSIrOvFRS98a8SGndChGfSBQQAIKK/AvH5/zYA3wbgKwD84zue11GKGZAtafpH4ABqV85SCIjvOlS/q1uprUi8DhVztsln1oKaaAO25rgoaYfMAUQeLroqyKoCxMVpEaTUzBB9mOQYUXvg5pTLDv5RCmT6OMPPF4mpXoDmCTRP4DDL/2lGvLjA/OAcMQSQcyDvMey38CfncPs9aH8CDGkGzOAQwIdL8OEAnuZK04cjkEvM1wgUDCNoOwNxhos78LgF86bKelELgGYRMBRnYVLew5HDABGUAsscQHPS+qcL0EGuTZ8tqUUCACGIq2s6gFUAOFkLtJV4hCNXZd/0mFHWxE0fYTSpizYYbzGcfGpcr+NH1I1j8nmz2y7mLCE/XyTFwASvs6af1pIbQWAEhwQhXcfQ2Kx7/a1HKpiqZAPqpX2auaBYpi1jz++cOZ/tkwCU90r/XswpWUPtNdwOUff9eRroOllAv4mZfw0R/V/M/GeI6M8D+L67nth1qCyi6z2cVgjkcVKxjF2Iq9qNSS9bf0FcpdXIjxFtSpy+oHncMKeXK6RK4VA0VAPUZbW87EbiiIiIMQYEnxhgcoUEGnJl8PJ6YmGqYUrabwreOpc7IcVpxnx+ifn8Ehwj3OAxbzcYTi8xnF7Cn58LEwckfVKFxvkl4uUBcU7uAUdwm1EY9uDlcxzgdjvQ4OHmSdxGIQDzDNoEIAZwzlOPoOlCNPXpUgQqOSBocDmKC4tIXDq6z+UFMItAk3m4bJEgchJ0hySwkpXgZX4IIcEheHFRAYh+yM8aVDMIxwHeBYCltzFYHpSkolo0Ve07UBQEy0SlFsJXjK9kH4lby88XGC4fJOtmzhaVMHxf4jPOAwPAnBrgOGDpJip+eSsEbHVxW8Ud3JiRXEEOPnaQVZXpVxYAQRMHYgrqunZ/a3kzckLG4j3S4+7IAmCg++48DXQdAXCePs+I6LMBvAzgHXc3patpDSUQWAbV7Ke1BGr3kFgRMWcP+UozalvbZR9nJ3jFKHnXmvGTtf/0ItVVlcgLOr9o5HJgMwOsZfdSrI6RbcixhehHCJSBxzygZAKZtLt63mERmwAgzDH6zCTjHDCfX+LylTPEWXLkh90G44NzjKd7+N0GbkxMMe17ePUMF596gItPn2O+DPCjgxscNqdbjCdbjCcb+N0Gw36LYX8JNw7w0wTaHeAOB2C7BW0v4catWBeqJc4z6HABzBM4iJAkJ/EBOog7iNJ+fBABwCFUbp3MLDiKADhcIh4O4MsD4pw0/mEQoRSj3IdhhBtGxFQ1G1NQW1NiNTCqGj1ScZdLz9pTkErsWJBRrU/bPqv6MzHIhCbrw0ESAaZzYf6XEqtR6wbkwJuNxGc4FhdaDNIGgkNy+be9kqVPcXS6/nvxA4L6xIMbq2Y2anESWKrL1QqiEgcp16kKVrLg2RaxIe+n76ekdyvcdL/ILx/XUdwelZ65ILChv0tEL0Jwqn8Csir+6p3O6gpqGbvSVQ++z/yLK0gXIoEX5vHi3N1sBU25C1krJKxnLNSZFUmzYQYQc9VnhlwmB6TKXE5gBDJIEQgaT5AMGyqCh9TEr4HhKu1vzbeaArUcAsJhxnwxIRxmxMBZEHBkDNMs2jIADgGH++c4/8R9vPrR+3jwL89w+MQMv3cYTwfsX9rh5M0n2B522NyLmTG7eQScg0eCreFUwBYDMKfsI6Aw9tlqvATECPIDaIJo+vMsQiJGyWJKbifpX5aYU5iBEBAPB8QLsVY4msBuuh4KQRhsMOBq+WZSJdD1vjoKmanLahB3m2YkAWyyuFRLTh0dyFWru6zFUGoWwiTxmoO4t3gSAUB+ADmSYLvvKEpaFMilToUpYRxxhMBE1L5/ywBbZli5c4gW4Hxr+5bv5d3L7lcU5l/2LdXGtjjwLhj+VfN+Wug6QWDt/vW9RPR3IYHgL7jTWR2f0Y0Y/7IopV5U9ng2bRwdL9Px6nF6Fghl7clRyYoQLbNk7SgmTD4qMf+ceoja4hDhRGDvwc5UrDILo8/wvTEx/lSvwO21qwvBIJRyiStkrKLIQAgSwJ0nhItLTA/OcfnKGR58/AHmyxnzxQznCePJiM3pBsN2gBs8ODKm8wNe/eX7ePknXkFL5zjgFZzBn3wKL37BPdz7jFPsXthj+/wJ/GbAeH4Bv93AbTf5kzYb0DgWAZMYesFlSrEELwDKrHM/HBCnGYgRcA5uHECbDeBFGHAI4MsDOITirprE/0+DAKHxLPtKjGKQgPAwgP0gDFZdIsnFllNqeRZGqN4RlgK+MVximC/gw6ESJJrxFNwAuBGppGshtF1MyJ1xgpsu4S4egO6/gnj/VfA8i/XpPRw/JzEV3mQAusqizBlTJpmAY67Y5h5cShZSVcqEWadJs0/xC+vSsddQ3rfymdM7VxJ82mMUG6vU9vQynm6LaVOVjfU00Y16Aqf+lJdE9D0APvdupnQ1rWX3tPvYDB9Lml9f/JC1FpE7LJlKW/ndBm/Ly5DHShXD0SU/bpxq327W9hqURWChVXLSKiMJs7GBtpztwcktkNIjZVpqLSj2TrkuFWaCLJkgmucDvKZUTsmvnjRsPnuA8Op9TK/cx+WnHuDBxx/g/kcf4PDKhMMnZvDEGJ732Lx5wLgTrZMj48EvXeDw8vGmceEs4uWfeAVnb7/Ac28/xcmbLzDuNxhPNhhPtvCbAW4c5TMJA3KUYxKAMH7yXpizBpYBiTlYhg7AeS/j7HeVqypcyD7h/BLz5QE8S5DbjYOMP0TQwYMuLuD1XMOQUlXHAvcADXoGeDXKyIFisTp9nCpoh6x9Ow81OpTNCPwCLbRtTTAQQXAJurwAnz1AvH8f8fKQ7weNI7A/lTXqR4TU0KWCezCZasRBsI5igHOo1Ka6eKzvftFrXChcaqFlS1vuU6SlEABwNMc/C51uQP14MsijEGOdz7ze6WGawgPtKrjJgUT/LoD/HrLWv42Z30NEXwjJMPoZAP8B85Fcr8VEljn9QAnW9vL6rXnJkIKsvLzVh5vzqqeMc6PHtvnZ2ceezk8Zd968vKbgSZu6cUR5IW0gMWlr6lue/QbRGQCxGHItAAIBNOV8bHUjqE86C450LwTbR/B9hvkCw3QGdziDuzyTnP+Lc2CeEM/Phfl/6hWcffSTuP/RT+PVj9zHp3/6QXUvDy/PVzL7Y3T+4QMuPzrhuc8/YHM6YPv8DuN+hB8d/GaA3wwYdhv4jQgYGrww8yEFj7cb+D2X+gSOiIcD5gfnONw/Q7g4gCODHOV4gxtHkCMJbJ+JAJjOLhFneT5yzigBax5B7iDCwDk470F+BA0jaNhIQJgGOBL2Jq0ojdvElfXWzV6p0iHFgpPcfE5aeTC9dBUB1DDkKO6rcHaO+fxS7st2A3eyh0vxEelBXOAxcuwHtQvIkl3vdq42PlFl/Ch7tvU0xoVKyJUD2aphUO77LPGDuuI3n9dYG1W3Lwa0HamQuZe3CgS3FMRPCz2sAHioSgwi8gD+EoAvA/BhAP+EiN4PQR793ZAmyf8OgL9/o3GN+Wd99McEQM5/Rp3BoRp2wWEpgkR2qH2zNliXtxstXDV5spoXYhYCYJSgsELvKgJjemmjG6U9YQqSRe/hySFykLA1OYErgAi16MfE+Os0Ur2mIRVEDdM5/OUDuPP7oLNXwffvI549AE8T5vtnOHzqFVx88j5e/cin8MovvopXf/bsJo/l2hQnxqd/+gHcSDj5vEtsTkb4jYMbPYbtgGHrMe5HYcCDy0Jh89wJRufg9xDhMAqKJV0eEEPAfHaJy1fOEecAjgw3OAy7Ddwgz1tjGnEOmC9FiA3bAePJNj1KZ+IcEo8YgCQEpLKZB0HzjMmtpymXWUttYi/5+TKDcve2UuiGVF3L4AYkUFJ9o0vrAqa9ZIyIc5D4RcqG4sMh15tY+AgASaFJrkYq886wHlcwu7aoq8Tk6noGu61YCMZ6rxrep0w8WjLzo3MBLc6R7+kt0m1ZAD0FuNm+BfAdkK6LLwP4A8z8C2nbnwTwdZAA1n/CzD/4qPM5hgX0v6LP6AnASw95vi8B8HPM/PPpHN8F4F2Qm5Gc2De7020Hrt6nJUbK7VYMfpOyaY9zJgtC99O/NRNizceosMb6Mmkf2rw3S6BYUjidXHFiHNH5/JLPfgNb/JPnwakBSArWsfNF30kFP7nphrkux7G4fcIl3OFcfMhnr4JffQXhlVcwvSKuhMMrD3D+iVdx9vJ9vPrL9/Hqh84Qp7utwIwT4/7PXsCNlxie9/B7J4Hj3YBh50HewQ8O48mI3Qt7+M2AzQuncJuNFKXtdhIbmAPIvYpwmHHx6TNM5zMO9y/lXniXXVXhEDBfBHCQ6xp2HrsXt9ibKmA3SKwgHuYcTxhSSqgbRvCYAq+DZGDps6CUUaNML/+VrDLnGBm63GiYdeVtowWTR3CM2W8wAIjDFm4Qd4+k7CYrUP1JJshrKTN743pSYbKW/twSm/VvGW8/NlYf96iUz3W0t8eTBwWxpgA3zd2/DsAnmflXEdFXAfhzAP4AEf3rEAX5CwF8NoAfIqJ/jbnNN78ZHbMA/uuH3HaMPgfAvzDfPwzgN0Ak4vcD+FkAf+WqQay/sdeFy5qi+ZjKj1nICgmblpdT45wHWU2FHLL/38YNjMBRy0GzQ2yzDYpz8fcn01gZgWX+wY1FM0vjVx24bOogUy5QKppeYf4glwHQxA99KYHEw5lU+6qv/9Ov4vKTryJcHnD+ifs4/+QD3P/YAzz4xXNMrzzSOrsRxYmzW8mNBL+fQGNKpdw77F/aghxh/+Z7Eid47h6w24N2J0CY4KYJ5D3CYcb5py5w8alL3P+Fc4Sz40zBnzjwv8riRhm8uIAGGccNHj7FCOAcxnGEG0dgs5O+ATGA/AweNpJvn+Gv21dMXYjld+tO7AHA6d9Z4/ZbMDn4zR7D9gS038Of7CXVFZAYhy1y68TBcrtTw/RLEVWpTWmpTlWt0zsVBrpVVtr552tN7Var73oe1Nl6lum3791in9tm/rg1KIg1BdgKgHcB+NPp778F4C+SuA/eBeC7Uhz2Q0T0c2m8//1RJnQMC+h/e5SBV6gn/pmZ/0+IIHiIARvmXTFwznvJPlxpLdU4TU62Pa5tXt4Kk7pQJ4WMckqn7pTcPOQALgHbMmaJBSgTt+dRPyoAA0Nc5pvjGmtCzgSic01CCECYJGNmmhAPE8LlAfOF/J/OJ8wXAdOrj4/5txQnRpzK+f2JWAXzpbh1aJD8fNpswdsdaKKqdmF6MOHwynQl8wckMD1dzMllFHNMgJwDa6rqOCMeJMOIDwcpQhtGEbKA1AgoVhAop+EqlWdamK0qFfK9Xn+WMZfjTZxnGODGLdxuC5/TQD1oGEQp6KyHfH7jnsrZPcYS0b4H1yW1CjS2lmE+rkHHtfm6mv+YlVFX4N+exXpLLqA1Bbi7DzPPRPRpiMflcwD8WHPs5zzqhB42BvCw9GEAv8J8fzuAX7rqICL6TgC/FwBefPHF5fbM+GPF/G31onwutZ1j1byq7bS/V+eutH7TF7jK+kkvvWp6dgzNIV/4YIuJXTN8E+/omPbWQqnjF1x6B4QJLkyF+R8OEjg9v8R0Jv8vXrnE5auHazPPx0XhLOL8Fw84fasp1trvwftTxN0pXIKV4BAwX0w4f/kS5x8+XHv8+ZWA8NaIMEW4QQVPsgbnIMHksxF+v5OU0lS1TOOFCKDtHgAK9AIHELtG2Ethk9CytSMd0ZojSecxOGAe9hh2z4GeuxAk040gyZJzoNPnwNudVFAbIVDeBaDkHPWCnGKbtiBxuXsdR4kfoAR0hUEL89dev1X8rBpd6iIWGFsrzN26mNrMocW+hvF/6EMfAhHZzIXvY+Z3dw88QjdIKX0LEX3QfH8vM79Xp9Ybuvm+ts91jr0xPW4B8E8AfD4RvQPAL0J8Wl991UHpgb0bAL7oi76Yj2kBim9evhdmqqZpZc6pmapxAWMh2Bew5wOs3U0pZVTx5BX3XzV057OffwGBbGIGMH8XRt/pMEZLwdQrHFKhoRASGepYAdpSOqkGSvWTI2ffuBvpzv3/N6FwFrNGDueABHeQBWwIiIcJl/cPN2L+PeIYkwUQwZEQDjPCxYRwdp5SLge4wwE0jMB2C3dymp6PQxhjcvVYJk/ZpaiKQSSf4KuXykWPdP3Oww7T9h5wL2BwA+j0LGf08GaHuDtF2OwR/FaSCEwmWb6+zvoW5q7avwoCNNslpgSSntLVmESJZRWgubaYMjd7N2P3XDt9d45NK11PAweAd7zjHXj55ZdPuzvdgNoWo0fo48z8zpVt11GAdZ8PE9EA4AUAn7jmsTemxyoAkknzDQB+EKJ+/I/M/P881FgoqZutz1GBwCrzFkW7rvypSPkCHCvB0Jre9nc9TkkZbEbp7CAyShEOskBo4xOaBtq1MFhaP1KYUafHFashw2NzrUlaeGoXp4KjH4MAqUXOTE593uRm+NFh2A/YPB/BE+Pio9O1nsttkvj/HeLMlRWyeWmAH2S+iBFI1owCvoVzSYkMlzdPT928OGLYDgm2QuIAaTYAIEJymjA/EIQU8h4uCQN3soebZ0nucl5SNBNjz8F+1D7/3LtBA/emq9Ya3DkTIcJjdiNoIwKH/QC3v1fGHTYI4w5h2GFOAiC4hNXUjNvzzRcmr53uagZuO5tpz+weM86MerGuGTZvv63HucrV05v33VF5Lo9I11GA3w/gayC+/a8A8MPMzClb8n8mov8GEgT+fNwCKOd10ED/AYCvZOZPpe9vggQjfufDnJCZ/x6Av/cwx3bHS4xf0oc4vzTs6vQwi0diMxjAqMzVq8jGHORTy0Ta36PR6A0a55E127ZYzOdUnz1iruCU7CKp+NWGKyCdj8whWw3JPSWAb7NUJRtsHMv8/WYAR8bmVOAelOLMj5Tvf1PavDRg95YN/MYhBkaYAnhixJmxe9MGm3tSGMYhgM/PQYDgAJ0/QDg7F7iKeDOr5d7n77B/aYdxP2TmTzmzhlPm0Izp7BIcGfOlxADc4ECDx3CyxzjN8I4kOyeG0teACMFvlj59sx7XmIzN07eN1IMb4TjgsL2HOGxMMaB2VpOm8bOTT6upFy28d77i5mGQ9Ng18QBtB0lpW4RHyWtep9aqtjE57bZ3U1oKAYFfuY4Auf45bkfYrCnARPRnAXyQmd8P4K8B+M4U5P0EREgg7fc3IQHjGcAffdQMIOB6FsBblPmniXySiD7jUU98G2TxezQ/P/sdO1pOsQDKy6a4Ij1/pf3eW0zLND2HSEPjGzU53jegXnGO/p6ZvJRVpmIjbV1ZfKAErpi/C7NxAVmI5oTvv91gOJEMm9oVFDE/92gFX9elzUsD9p+5xfb5TS4IA4AwRcQpIEbGsB2wOd2CnEO4PMCfPRAU0WEEn58hnF+AI2Pcjzj9vC0uPrYex9h95ojheY+Tl/bYPb+Vc25EAADIriYNCnOMCIcZh/sXRkg4DLsR40UKwo4D/LgFIsMPG8Rhg+gGRMfZFQRYf7yrNGJbjJjXQQrYKqNUX3vW6rO1W9ycCtYW4KU5DUwhWOqTrCpRxTBJdd7CX5z2GTa+ePtfFt5KPM1cr1W+tEp+NZ0aJVh+FVnLXIPXt2khxFuqK+gpwMz8zebvCwBfuXLstwD4lluZSKLrCIBIRJ/LzP8cAIjoV+IWgg+PQvWDNUIAgCIntgy9tgDaFM7Wb9kXAi0VoVCwQqQitDPnK9xJa+dAmpvCQ2sB27EXByiuIzCbzJ8GUZScQB6PI9xGqmTjNMF5jzhLcdE4SZGU33r4E7fKSDU7BwDCebx24NifOOw+Y8T2hQ2G/YBxP2LcDxj3Gwy7MWvg4TDnGIUyXCDBPtx/AB4PoHGQAihmDLsRJ28+QZwDTt464exfXuDiYxN4Ykklfds2g9KN+xHjyTYXiOm1q3sszhHz5Sz+/ynmPHu1nKRQbYPdHKRI7WQPd3omVsluDz/tEPw2B4Rtem+1DpsqdE0w0L7Cuoat5h7JA04qg5TxM5G0pWSHyD53J6vcnhThE6wEgav0Sl3B0bpQucCQrK+5wnyV7Lq3fSkIJcuo9F8WK8LekzUmnt/lpue3dQ3fHi2TQZ4Wuo4A+CYA/4iINC30NwP4w3c3pZuRagm6DixkrONQZV/0qLhuGJZ196yB1TmkcwSfmn/b8StXkT2mffFNmhszKjiB9LvEEaK4u4z2rudh+KOCRMcj5wHHAps8jMBmAwoBLgQMc0D0AqKmlbLOEcgT3LDENvUnDvvP2WD/4hZu9HCOEOaI6cGE849d4vCJuRtA3r99g/1LW+xe3GJzusHmdAs3eAy7EcNuhE89A8gRohZizSELApdiAMyMeDikWIcEh904YHzuBKdRBMF8MeHkpQtMv1I09GE7YPvcDrsXT7B94V7CHRrAzAgXBxxePcPhvp5LmP90PmM6nzA9mDBdCA4SjQTnEsLpm6Qwbb6UjCo+HES4Hi5AmwTeFjeF+TcWnq4v7fksmWVz3iqeviSgbL4+I/c/jvAILFXIER4zi7Vhmb+eSxmop6IoWQtASduvys+anLC+xhbrPGv/reLlzLhl3aPJLFqjlvnrb5qJdNu4QDcIAr+u6DpooH+fiH4dgN8IWRp/jJk/fuczu4Iqk8+Yr2wWlmrLN6FjyJ89Jm4bbdfj2BqE4pfXeZVtABPDRRTNvDcDEyjOvn8dz/QMsMBbuQ4hF6O50mNXm50knHsaptykBawNW5wJgi7JMv/t8zsMW82/jzlI6/cHTK8GhPMINxBoJGzePGD73Aa7F3bYPb/F5t4Ow24UAXCyhR8HaRqT7m0MAdF7xBDgBp/TMckAwyFr5ZS6le2kaAvAsJuFOScXjRscts+fYPvCKTYv3MtNaeI052Y3gLh9wiQWQJwCwiFguphx+MRcXQ8AbE5S/cAc5DME6SscJNhOKR4T1Qoz2WdVg/SmGFHABaW5T+QIJMDBCoQQDjFp+dKQnhb9iCsGRkiYRaL/+45y01rZgpnlF0pV+x72xlivvTGxM3B3rF5m0FWC4bZ8/2XMxxlwfrx0DAriC5j5/03MHygpR5+bXEI/cffT6xMzLSoCa/NVAkGLgGxD2RdqXryHmg9MkLlJp1OTWV9qoPhp7TwAWhVWUjmaetwCiJEKc6921OCcvUhCxADngEAOLkxg3uSuX4ic3UIupMYp7oDhZIv5PPm5fbq3I8GfyPWNz3mcfNYOJ285wf7FPTb3dguMnd2LE6a3TAiXEpB1juBGj3E/VE1hhv0Ow8lWGsJsN3CbjRR4kcvQznGaJbf//AKcsX2SEEtQ0CrU/DjC7XYYTk+wPRwyTo4yeA3YDvdO4U9PcuEYXwpcRLiYQO4su4DCFJNVM+P8Fw/ZvaVPK5ydDSW2AAAgAElEQVRHjKdDtk4EUjsK8w8Fu9+FCY5K1TeDEBbVvuJPtzUtPkQED7jk0lFlI6Jo+AEDAjuxAFBA1mKHcTkua5BZ5uDz3ly9XyWLp/H/ryhKS6a/dHXJvh3IC3I5lsAmYG37C2jB2DGN/Caxg+vSMycAIABtfxjAn+9sYwBfeiczuib1hIBSm6KZP8llpq8mqFP4CCMAjvnmbUxBYG3LAl/0MSXOjdop5Uz3BIXjAEchd4lKb0GlOZHBH3JkOjk1kL7pxHmOmn4Y1D2kLiNtLzlKQJgiAztxA5EjxMsD/GbMsAh+dBifK/g8+xe3OH3rKU5euofdi6cY9tuskYfDnCuKw2HOwVMNmg67BPm8lYIqv93An+xzKqVg9pecfq265TnAn+yrpi1+u8ntJGmzKVaNkja0mSbwPJeU180GtN+Dxq3sHwJ4PIO/PMDvHmDYbTCdHRADZysoxn5sI5xFzBcBMbDB4Um1HlUcRqwAZoKLCjMSJT/faLwlYYHgWN0jZn0md0+EQ+ABAcL45b/Lp6/WbXpNnFnjkWVtOK36Nfu3QG2OxLUq+6+7VmvtvYWK0DnYynkLxRLS2+mLALLMPwmn+rr61sttM+xnTgAws/r5vzxFpjMR0e5OZ3VNagNAlqoMBcC8RKmlHJUc+TUBkMeqcvfL32uBXdvvNL9WmnWaXl57DgnIpcpWE+C1MMAAEL1P2Rh11TGivDzZ9cWuCAGTdZIFoxe9jP0I9pI9QyEA4wa0SW6SrQSFxxPJxtk+l6pMPcFvPE7evMfpW5/HyVtfwOaFe3Bb2Z6RKacZcZqSS6S4ZyoY5600enG7LdxuJ/PY78GbXWbi0qC+tHb0qWoZCfcGCfaA/CCxDBUAfgQbPBwXpfOXImTCeWk6r43sY6ryvbjAeO9U+h9fHAQMLkaESwc/+iuL4iq3VLstVYc7EIKX7m1RrQ+TmRbcCE5rMppYkAoGy/znxPjluxO50zzvlvnLGqHKFZR/R4lFWaoEVIo9tIpWnd5ap13rfKqYW2Mhi4Cpi8N6c9Cgtb3Gdp/bJAZlwfq00XWCwD8K4Ndd47fXlNQiKBr+UvuvNXv1sdZ+17RDproIhhcLvf+yqPntq7FU67ICIKfbETI8sB4TyWfLIu/bWgsR8FSb03l+mhKY/P4uBpCLQJQXTbqMjSAfwGO6/nkGOQd/OMDvt9jc22N3MeXuX24QRrh78RQnb30B2ze/gOHeSYYhyF20OIqrRt0hQHbVaAUtjWOuoKXtDjxuEXd78LARCANm8Z+HOTerp+kSfhIBoNp8Bj5zHjyMgPfgMY2Re/VGOV5dX+Skq5cWzYWUwnnvgOHiEpvzC8TDjPnikLKApKex37sKmwiQgrVhJ1YSOSoc11KzZlwM2QKQZzYkl9CQ1wq5su44F4y5xPAlyBuV0VplCNydgrqDKkGQ3xgCTCpxGUuVCuN+adqnXuVqrW4DjNKlZ69cQCnOgVJXsMbUe/EDnett0zNnARDRZ0HAhvZE9GtRWNnzAE4ew9xuRAsLoKm0XWr1BjzOCASh3iJuF3rRzlctAdSaFTNlX63mFRMYg2ZiuEG0+bSgNaXP5m8X95KW66fU0KSVVcVnKXbQYgvJPZGsInLCLAkAcwRtgxTR7XYYTg45kDqebBMqplTIbl84xebF5zG88Bzcfi8dqK4icgJZ7Lxo7Nq3drNB3J4Izv3mBGHcIiZG6HiW+oX5IG6UMMn/WTpqccZRSn2BnZdOXdpPwWDhVFAYOSCeUhHDBA/AHQ5wp2cYn7+HcHkAOcJ8McGPl/AbEQAtMur2M8fUw2AQgcScewhUbhUVRJzsUCazBsXvrUKAjRuPUpV6cKOsH+Pvj3CZ4TnhyGl9FF95BFUuIe3G5bjsJ+4gKad0FWM1SRWVtdDvd23RZ63iop857RTLdqv2vWrJpo9W51sTArfJsPluhMqTQMcsgN8J4GshmBN/HkUAvALgv7zbad2MVPMHinYPIKfb5b+vQeuQuJbRJ1PcwErU5fx9H6Quf83YUHNb5+0o5muJVCwFu19vvq0QaruBoZmLCAmpHo7DBkROKloBgKP44kNITdY9/H6HzeWh9NYdPPzJHv70BO70FLTd1fDDQGLEvjB9IFsduWmOZdjjDtEPAl0w7KrmJT4c4FKlq1YzW0wkrsal3FAnujG7wLK/OcFptAV6LiYLYH8AnZzBnZ/D73c52CwBZxEAWg+htQ+7N22SddT0LJ6lMX22XpTBpUpbgSsRi454EJeMVUtcyb9ncphpxMyjaP5JiWjdoD2XiLqFcpMadcWQ+Z2QA8ecXCxJbajGi+zStphTRB2KQgUUX37POs7PoRNELmCG6/GDxTEdJesu6JmzAJj5fQDeR0S/j5m/9zHO6UoiKsEgq/nbxaopoG3Z/Rq1EL3t77JgbXCVKuabgb0a/34177SsY8cEL8G/rB/1X54VQZBbSpp5aV+ANnc7p5I20BM8BCCMctZxA7dLjeKdEx9/EgDkvfjt9yfC/EcJ2hbXU3LLWCFgGXXaJ1srfkQYpO1l8Fo1q/2VAeJBmGDyrztyYOM2qIH0UpVs7qZmeinHAOeRm8nb+Ej+PgjOv6bE1nhAkEyoVPCmAXGXXD8VbMQsGUAcpOI6o8PSIFosU9J2l77s7J8HIZITVkpU3D36n6nr1unFsnqtFDUFlOVktZ4gJeXmaxEeUpjmUjDXVWy+VM6LIGmVk+tk2y2t59fa/353guW1puvEAH49EX2gwQL6z5j5T93t1I5TGwSqmT+lDJ1SGHXMAsgBrg5srowdK+22CsgZP32r2dum1QRxVzAHUAt8xYRImpUx5G32JbC+U4tCisTotUjI4svHisEbgeg8IpOcywtzcmEGiOCIgHkGyIE2W/iTU7EGrJ82QUdg3IDHrbhxHJV7lJi6umFy7YFxa1T3n7QHcsGv0ewlH4HoIhyL5hwhbRFzRyvNvKrgNqj8ZhkXBUQTZNeiLNWw3biDGy9BG4F6duMgPYhTFpQfpDsZP8eZ+fvRY9gNlfYfp0kC1QDcyaUUg20P0kJSXU/sBEeHSxygaoiSmGyaPDR+lLV/dghNbr9epzwCVtlSCYy8zd5/sw7zWqNY1QiUdM50Hk44QRSrc3suTZl0PFtRrMdmIWWy6IrVWs+nRyokHwcxinX0tNF1BMCXM3N2+SQsoN8F4DUTAK0G0RUCmakvfYqL/cwilGOah902hFEGkxg/J0NYU/IA0YscB3gydQDgatHqS6IWTSSftTP7sopuH6ShexIAMk/VIuv5tdlDerwEEhnOAdwc49wE5zy886AxwA2DCIJecRo5RO8Tcx9Kb1qzXdwwA4LfGkZd398FIqoRWiUwX/ofAElLdx5zshQClWbnLVnLx7HENnwEpMqaiqAB4MnBx0k6eo0b0GYLt9nAb+dUmTxgPBkRUkZTDAznRev3o4PztfYfpxlwDny4BE0HuMMF2I9wRKVlZEezbdeIPkObPLCwDA0DrtxAVFyidlwiCRJ7Ws98W7Ni8zuSAsZINQVyrghHDlAE0cYiR2WFLpUtfZeWUC3ismv9/8cExFVWxk3pduuKnxy6jgDwRLRNrchARHsA27ud1vVo1S/eQENUxyyqeeuy/GNB3XKMvgQum+U2JQ+Ql2wkyXnOwS/mFLyVOcwYCpOm8iJaTUw/c7Fa0rza+faEl/V9A0geriJcbHyA3ACf/OaO5+xzTxuX9yP53KPpJVvhLpH44YXJ+kXTk5YW9RYQH7mLM3yUgC+AxPy3OAx7TG6bgc70GGt16X0lRLGQIkCOjQXgSqAyoWuGYQM/buG2O7j9Dj4EDPstts+fSAeyhP0zXybBniG0KWMDkUtWEpG4m1L6KYUJ5AeB4mg6hQGaX99nxho/yveHigjPSgJFWW+krkbKz32OZj0k5q/7ArWLqHU1yt8lQaIIgZSzn2pcHAiBOGezaX1BvW4a68+s3xYuQq0YmXepHXgt6Fl2Af11AB8gom+HWEP/IYD33emsrqB1xt8LvHrDSNOCbN69dWZaGP3a+axpHowAcIiY4XOKp0PS3DXzglAY0UqGw+JcJF7X2gXl0IsX2HulqI4SWFzCZAPIBUnODcJ4h13V0Uz3qdtcUnHvAAuNXpuQxCogvaJdZm1VO6zNuXDKQlrMfoPJb3Hp9rjkbca+USY4QNMLC8gZwQE0gxJQoOtkr0i8YED0G8TNHrQ/leYuRNhM2n1MQOimswPmS4F+AARbSIrbpHZiON3D73fSrN4WtS2u2VhoJh++nldB8bTPVA4vjJ/AiamHvN2B4FQg2mC4CguqNXL7XBzlaoN8HmGCdXqmHOOk3g7JLeMAzzMUrdgqJ63mbxl/bx69e3KMjrWWfFjqzelpoetgAX0rEf0UgN8Oebz/FTP/4J3PbH1GK7/W2QA9N1FrRup+vQXaLsqWMhNtKiZLyp1L1ZNOtEBjpueX3ZTbV/Pv+GoV4RGEKtisFkOlvTXxkZydxCWrRK83Xx9pRbIDeW7SYtNeBp6gzMtlQWkL5mxgPP/dvPx6bqslamW2o5CPIaOtBzfi4IX5H+IGc0zCh4CBJPvEIS5Azig1Qa8sIjNXQCpzg98gjju4/Sncc8/DbTYYIY3W/X6H8fQ8F4nZCufNvR3G504w3jvF8Ny9XNFMuxPw9qTUJZjgd7ueHAdZje3zobo4KjP4xMSVUVt457IeY2b4dl3pMXZ9WUWnhYsu+4hVo4yfQQhwcPrepFRRqWJej8H1NP72U+eajznm8lkpDLstepYtADDzDwD4gTuey7Wp5+tvv1uG2KMc/OtZDU1lpGXQ+u2YRmDf7XK8g2Ym6cuu4yxehNZsBuWiMmt1yDbXXGssMrKaRzl+LQgYyVhLVVpfLHPuCIB83alSmszLok3RMwBaOp/mtreZU5HEZoMri1Pxb6LzmPwOMw+Y44ApivtH73DU4DpJ5aa4QkyuvUKFU52JokIgQgTAPO5BO+n1i82F9BnebOBO9hgvLhHOLzK2EADQ4OF324wtRPeeA+324GGU1oybHVj7Atj01Gw5yRPWFor2HpFq1dX6KsxOGbmnINq68b0zJKgvnb2MoE5KgoVksGvcWgpqTR1ThqS+RZ8f5biAp1CKG+38LZhdc96b0rFkkNukZ9YCIKLfCOAvAPjVADaQiOMDZn7+jud2Y7rqIR11sVSMrL9Au2PagG1ix/p7OW+t6S+0OQZ6HZVaq8Zq+5bxR5BJxlsW6BRLp1RwLq+/FZxW4Nl6hQjqCCjZ7iqNOl9jU+BTWV3pOrIfnxiaCaVY94q5pC6vyOupttW8mBBFluT8dal58FkAt9fB5IRJDxvEzVZy3HdSI+BNJXPcjLlIjhzB7XaF+e9Pwbs94AbEzVYyohLzZxMzsS44O4fyTJYtQntULJvC/AviKHKmjq6fRd1MxsaqkXXLts691efWMm9OikR6Znb2BaX3uGv1pnTnzJ9RZ1w9RXQdC+AvQtqSfQ+AdwL4gwB+1V1O6iZkmUmrmbdaTEvXLQ4DjAloXDnVPNJL5VHcO1krq1w5dTZEfS02h7q8kJb5ZwTIhgGqEMhjNEVBRfgoAyjZNdYCyQKPzP1LvWFtWq3VMvW7tRSc6Yuc3QhVkFjrJqSiddalyIBPsZronTQeT+eJ5EX7NwIgz49KIZ29ZjAQIGm2zFoo5nJGVfWMk4CZ/QY0nggTG3fwwwDa7kC7C/jpAHd5AcyTIKcCpafC/hS8P0XY7hHHXVWQZusg6nRHdZmUlGLrHsvpxfAleM9LK06fo01ykOeR/qYoY/QwItBbe1r1XjceatdgUUjKPmJ9+aTY2HeldsFauIfqma1Qr/7HvuN3Sc+6C+jniMinHpTfTkQ/esfzujG12ov+1jL/zPSwjBPoMWkHMC2FilIraEQDV1TFEpDzVDBPOJvHvhq3538tcy6/x0brWr0XdPOXQsZ1lWupzIUlNgCuXujFPUhatY9T1tzz9hY+AwnRkh1mDDmYCwCBGAEOHmMdwGaXkS9ZYRSI4UmFQMlsyTnoWi3LMq6Hw4BZXBSgRfBV4DMGzIMkuklf31FqBLYXoOkATAcBqcuYQh7Y7BA2O8TtKcK4RRh2ORC+rmhI2qtWkWtKayv0WwZbZYyBTHWuwDzJyE2jF14eV6jHmNO6aCzh8uyoij3ZdXTM4pW1YN/RsFj/+b3oFXtS7/1et1Rui3ro67dNRPRmAN8N4PMA/AKA38/Mn2z2+WIAfxkCyRMAfAszf3fa9j8B+C0APp12/1pm/slj57yOADgjog2AnySibwXwEQCn17uku6FsSmYmtWT++rvVdO3vSu0CrgVIwSVvNcu8yLkscgVl04CcM4G2knpoX6h+5sNag/rC1K+njVi3zULA2DztNKRqd7G5LrEA6hetNd8laOjFr+wgIHWY6xx+Uzuhmm2A+PMF10auyyX3QaAIapaoQiBEEIgkDCm+ZrW4NPCdroc1TVfcIT4Bqok7zNxXg0vDIEQ3Yh7Sc/MD3LCBH3dw00XCI0o1ElrzMO4Qxy3m8QTzsK0awOf72FTB6nZl/IGGjOffZnbpvWkVHG3NHrUdo9ahkLZ77K+l/HypsOnl+P1nrcfXz79m0j0FxK67tjIdiPm5xObarcVTu6fK+gZQWbS3S1crXbdE3wjgA8z8HiL6xvT9TzT7nAH4g8z8s0T02QD+DyL6QdO3/b9g5r913RNeRwC8G+L3/wYAfwzArwDw+657gsdFfYYZG23jajHe08p7VoBl/nZ8Zf4ec87dl/FcDo61jF+1OEuOOszCCIqedqTMQLOOGGQCg7WmWwdyi2YeMsM0bhbmxXzsvdJxEzK9MFYHUCwCw7o3InkE+Fw7IW4gc20QJFXfYV6ZmSMV21HJVlEnln02WjGbBQEUg0jjGdx3BQGIfitMNg5wTlw53g9wCZguYxElTKUw7DANO8x+mwDdauZvUzTzM6OC26Qon0GtFr23Ka9foRlaZqTWFLhYbEyU0kBDjvmoy6XcZ6osKX2O2WLFsvgqbz+SdeOTBdvGGvIYpshPJlIgWyJB79hi3Jb5t4z/rojx2FxA7wLwW9Pf7wPwI2gEADP/jPn7l4joYwDeCuBTeAi6ThroP0t/ngP4Mw9zkruiVrNtt60e10lNW2be1GBUrRCwwVh7zqz5a0l8OlcEoJDUrYnffekhGR72Wjhpvi2uiyXtMCV9A8p4dWeyZRZPdskkN5BADlDWvhxxVTmqx+TxETEDknXCDEcBgYZsAVmwvNK+MEFndFwJeo8XGUsdzdMypOyeaJj/nOATMhMxLqPstjNZYbZJCzlxa8VUhezcWFsM5MRi8BspJqMBwZlXi5NvPcV/FmvJCvb0fPP1pZRNvSq513UQtT7el+edhhGwuZVsuGQz2diOZgh1lSqS9WMrE2r3Ubm/fSugzizTpIEq+0nrDlaEwJplD9yF9i8UH48A+Exm/ggAMPNHiOgzju1MRF8CScz5/8zP30JE3wzgAwC+UQt41+gYHPRPYcFeCjHzrzk28OOiNSGg2ovNUc+uG1O1CvSzEtqXshq7k4lj2XrbZEbPW+upqpUWRmibdxOzVFU2DK746PtzI6P9g6X4ycM0m2kYeHbJsMsQw4Ed5uhNjr342SNJYVF2s6RzO5isqZQHHjBUjczzefRaTVATAJxh9K1mb+crfxQ3h6dQCSZ7L9v/kslBUhFMDMII5zgH6rVITiyVpFWnZ1swh3wulrNzk0KysSp4y89E77RNrdVjk2UgDYBcqhYv49ocf0tyL2JaD73YkM9roaWeVaUFk4yiPNQulnJNMpc6GaB1TdnntSYEriIby3lNiaWx3DXpLUT0QfP9vcz8Xv1CRD8E4LM6x33TTaZERG8D8J0AvoYzMiL+JIBfhgiF90Kshz97bJxjFsC/d5MJPYlkA5lZM2BkIbB+HHX/PkZq8q6N1RcipZnHwsUDKv5S4ip4rccDnZdEfd+kiX3H55/98rnLlENkyppzBBIgWFTxmfHkV8eEYp46aHsRZf7cmZMw+tqayEVISeCo2yffD9Tw2a0i0DJENtaMCt+ZPTx7OJLiMVBRKGIr3JOvnigCbuwoEa6rfbYuyAUMcgquK+MX+4iqrK4ezLNeI6Vno5p/yVZrcvvbwrO0bux9cmbcHq1q85WgsHR1ll1VEHjNd219rLsRFjd0AX2cmd+5Ohbz71jbRkQfJaK3Je3/bQA+trLf8wC+H8CfYuYfM2N/JP15mZAb/vOrJnsMDvqfrW17PZFqN4Ay/jo20Kv4XWPawLr2r5+V9tNCTFDR/K3bx6KIals/ALmgzK+Y4zqf5oKzJlnysVW7Y9hUTBt4nNljjgPm6BGYMEWPEEUYRIoYPcCNli5zNMzYWCqKZmn7IxSGYwK+VLsPbJWqbmMQnNgFmJOmquccMeU5xGTl9Zx/sg9S0RKA6JNQADwxgvN1EBlFYGhaKjuXGX8PukGfs/j703mrIrrlc7SuD6epoQxQEgM5s6nRqvO5CVmpsep+jgdB0j8X82Sz7jX7Cup+keOqeZqsNDJ3OVd/d6wKUBHKPZdNEU6l4tkiuOpzWyOb9npXzD+f6zFkAQF4P4CvAfCe9Pl32h1SQs7/AuA7mPl7mm0qPAjA7wHwf191wqeiEGzdDdRo1JlRr1fDtt+v6jus5y9l8ybX3Y5DRcuuXUDGAmhgJXTRMbuc8bI2l2byAJV87IgI0qpTFUaQzlMzD5h4lP/J7TOzwxQ8guYUOgfHjMFA8FZQ18ln7Jt7YAPbyvgBk9FCit0Tq3EENymCYsy5+YEGROYM8eDA8JhzrYX0OBCt1iUm4kEi8ImTx0IiEsyEmQmBCHOKCwxuSNlEjXBjRkwQE6DEdBbrIBawPj3W+tQbFMylECjB6KgWgYVpQLMuOoqJddOI+y8pN1UXr+XxtpCLwF2YZVsLsMb4e5aNjNmCMXbib2ZNrsf0VhSgO2b8So8pC+g9AP4mEX0dgH8O4CsBgIjeCeCPMPPXA/j9AH4zgJeI6GvTcZru+TeI6K2QJ/iTAP7IVSd83ReCKfVcAPqZC2gM47Haen+85LtvX/aEUEgoXY/a8awWs8j4SZpXu6BUm3MsmlgrDNQ/qwzqmGACrC/egTjBQNiKUEimz8SjCIHohfFHCf6GSFkAEAExElJIADlZz2j9baCyXHPxT7eYRUNi3p4E6lqb3Ku2zJQCxG6Tqng5R6Wq+56ynAR+gKTgK13j4JIQT3UJFB1mOLFuosOU5uopwrlBagogMQ/vQgZTi5T87VTur73/JfOrxAbyM6dlKvF1GqPk8xDM2ilMsr3fek79FCugQIz3yIEzjENZZ/b7yryMS1Umc7ygq4WH1n3WMKF6VK+tZYbSXdLjsACY+WUI5lr7+wcBfH36+69DADp7x3/pTc/51BSCAetCYPE314xbju1kPLSammHwOmZ7/Fpuv32BF2MSsvalHaDEpWFeKvMSq38YKL+1Ai0DzZk+AzZQq03F1f2Tc+ZZMh40DgAAFIHBqUukMLwhF7kt3T/KqNTNZQWgve+OIjzPSQDEhoFikTmkgiSQg7MWCTjfIxEqRdDoPQ8QTTayVNCooAOACQ7elWyn0cdKsNi1U56vCBrHKYishX6Gsa2heba1GAyqisDsWtLHagVpjXPUX/dWYHXdTyZ20JK1BNaSJNIg9bpDjRtUu4v6Qq9n0eh9Ovbb4xICbNbJ00avy0Kwm1LftIzZVWKZRM8yWFvg9T4lVdM4RxaavP3MVkZRawX6gJLbp2HoSlpwZoVPL1CYXU3QYiH9vS60ES1QxykukFTP1blWTaEMq5k6bYDbZjjpfe+RdZ3llEp4zDwignIVsEOUoGwWoCaWkFw3OXhOEliO8ClwXO5tcbORxAMcAOcwNMHb7KCguBDmGvTW+QOQOgAQZh4k3mOEubWYcioqyn1qXWW10Cn3kJPbDQ1jtrAlKiylOWiBKdExdO3Yc4iCUVsb7fnteeqagJ4LZx2Dao3sO1nGXpK1hu6SHlMM4LHTdQvBHJ7wQrCWrGal7hP9LpTYmxECdn87hvV7ym/rkNIS+CoZGa12s6ygrRmNapGiwZa8dGXO6md3RgjkeRoNvDpn9gMbjJf04ivz8a4IrTk6DC5ihgMxCqZ8L1UTJdW1vdYFUFiHVPO181etObBHTBaKQjpUn5UWWgtMe//b5+AowjmCY4Z3muPd1zaJUAk7y6yXAtdJBTIcZh4QMGDiIafWKhPxWoNAkgrgs/IgzNcKy8WztMoDyf7a13ehbCSrr1UkrMIhPvkmCYIpCeK4WN89V5QIklopsefLvYNNHUR7nxkpoNsBRbwOtfU4t03H1vDrmW5SCHaBJ6wQ7Dap90IDyc9qAl7LzlX6xzpcbjlHw/w7ec5Wm1dXUCo4rbTQVvsHiuauMAhrpFaMJGmq/5pSnr/40aOTbawCIA2nc8jnhpr4S1x3e00wPLaC1UjCSTKVSgqmVsVqD1w9U64CZmi4WP7Z5iaWEa7cBwe5rkia81LiHY4Yrc+coJGbhJxp4hH5XBAhmyEukott0oyjzEwZg71P6dkq829rPdpztNrxVcypTSe1yo4dI1sBGfefFgHk8rdrzqtre1k5XM+9P9/aCl8v8LwO3bZriHGjOoDXFR0rBHsXgLcz819K338cUnIMAH/8JngTj4v6rhk2mg5wTLuwL1f5NGO1JezVsbp/yTWvTevlS90t90dhrAqmu4rj3jD+ljHYsWW7tRrEHeBSdpJDBDnZT8DVPBwV4TO4iEHz7pOfnVAA4LSEv8wjMbXE+LMQaK4VEEYu92OoYhNalyDbyjOST7ny7GPnOqW0csOhTq8V0DSGd5qtRIqykFBFi6D1WpCWcvQlIwbVeQic/e2SZjrgMm4Q2eEQB4G5MO4SlzRzRzEVy5W1UtxAVD9bqyxQOfdVZO+Cw9J1yBqjqVxaxQ3UIwE6g9IAACAASURBVHtejUeVd6bWxK0Q0Uy4fH5tcZoz1NhYLQ9nCZQ53rIQeNYEAIA/Dsn+UdoC+Dch/v9vB/BECYCrNIaiiSy1Cws50HXZkLECmkClHiMFUpqjrkVTS21NZlC/cLVGndghlebu1n8MYKGd6ktoA646L7EgCFIYZFxAWXgoaF1O8cmQCc5kdvjEMAsUWwrxpjx2h+L/tqQYNrWrq4GUTkFp8ZknyOdYaiNa99MatZpty/yta8Wpq8FFuBT01jE8lf+lJCyNbbVjaBFVckAleAvbrGaOy3oRnZtUJyMpKMWNY7Hn1UKx1AoMlV7dLCktLmvTlB+CudbK0VX71sIYQIrBhKwQaM2ETQ21QuBR6VGsiMVYz6AA2DDzvzDf/1FKU3qZiF4XQeDKpaPriYFFGfuRCt7MGlMQK2tUqTOWLtoIqP6f3UHtC6MMQ33Y7VxtUFBoBoPgsxFfgoOtvzei9s9W42rqKnEdDMTSmgDEBw+kpt6ZYXKlDTtqEUUjiPpZJfbaerSsfyh662Ic44qyiKuVW4w44xhpcLe6J8RwrPpqYaAAcvqnpIDG7P+XuelzEBdPsIFtkhWgaKV2/voMvBGErRtMh4nVPFHjL5EKS8pWRC1ckhszGwqNRWlB7x7S117WtBzvzO/yucQFknvXFwLV2E0zoUd1Bd0WMeOZzAJ6k/3CzN9gvr4VTxAdWyTtIkMK+PYzGOpAmO7fuoIW59cOT00Hp55P3AYy7ZzsfG1rPwZlbB1iTkKgvPjWP67MoenbDikFczmAOZD2/025+4ofRCQBSS4acnGcWVfCMibC5PNzKJEBQuvWap+JaLDIwUjF87fCRYROmoPxY1cumnTf2rXQq7fITNMEwQcq5xrSf081Bk8BsRPmr0Jc11NVHJfmN6hhRXEVR6nN8LJWio6jFkNhpBnxPweCNaZjr7G1HorA1usPICprA+mp+8pqqN8N6446ZtmtWW0idkN3Wx4rw1s/OULgaaRjAuDHiegPMfNftT8S0X8E4B/f7bRunxbahi3Kaba1DDt3zCLjYiFlepRhFWLCms8N2zt+1VbDtS+YpQI1oG6oGUyjmMcmu0X95K2Lw1wMYsoEGVyat80uMjj/OflP0ydRFr6MYd0eyNcu27VLlJaJJXcGKDM1vd72ueg5cyolCOQ8IhdGUgmQTu1DJVR4KXitZpyUZXH92JoECNMdXcDg5txwncD53trAdB6bClKquC7m7EoL4KzJF3EqTqPefcgPHUUAVO4e80ysuFHFxpO0gdehqpTODDNR7pmjiIHn7G6U+1AynvSJM0qHumNkn1FvXT8MPQlC4JkLAkNSPv82EX01gJ9Iv/16SCzg99z1xI6R9WVfZ2FYDaa3KNvtvUWe2WRCe7TmahECWXdapsoBFeO3giH/nlPvXIkn8IpJbZi/ujsUvE235+NI2A0jiNsbfeC6dj7RzBNcrJGMX2SYhkX6zDDPKCiotk9Bez16R4SRzfm3SG5hqfWeWc4kgummxUUDjkTNMSVt1ZnnTsRF80+irDz70o2sik2Y/4oqqk1smAiOCw5VhW3EtVDMgtfeE2sxJAZvl69o/lYgloiEpojKfooMOhStn1VcAyDkVqZyz4plWJ5LXwjYd0o1++tU2l9FtxEDuK0gMKN+n54mOgYG9zEAv4mIvhTAF6afv5+Zf/ixzOwOqF28PW30qBBQ4LjU3rAtY1+mxhWy2v8xyhaHaR8p52gKzJrztFaL/Y2Tv5vYgVOhWffcViiBqiIp2dQGvqmqilaYi9byKVYUZe3b3mslOTqCUyVvD5emnatquJFdKdJqnkOdcSTVzDDCqGW6GXYiH+OrFE29ptqKLGmWWokcdE7NvldRy/z1GVyV2luuI6TMLigrB5lMKU1s0ONcO07btSs1M7I1LpbWFKunhvjZdAEBABLDfyKZ/sNmMtTfbbZCbda32UEMh0AuBTs7aZ2Gybe/1/NeCiGG4PakLwvQMVYGZIWABjjZMjtJcQQK00iZ6wjMufPWMUGlx9rPPA/jErPFWOobb91cqslbxp/TaVfccOqCcoq/Y+5ZL3tqpkE0/WSl2OBsG+PRaI5sL/54G6vQ80jcrzB+624jKmPZa1BNn7UhC/e12dYKtKK9fRZ2f/ubxg9sfYg5oMSLmDDDS30HMzzNcCjd4hzmKsW5sjSTqFY4kWOWoxXqPQvgKkFxDKL9YdxAt+U2YgDh8cEOPVa6FhbQ00gPYx4WrXOovvfH73cQOzp+KtsXZs8L4WRdEKFhjJahFsYkwV+oEOj4xvW7au76XTKHlr1YdbuAzNmAd92tzP7PjUly4DExAi6aq3V/tMKnF+gGEihefiZljjbI3jKi/DeV+6BuIPscVGjp9dgOaTqOZBCZ+2diGNUz4dq6ssVeEXWMxM7B3u9sffBxRpoFHXEOrNt7p+MNNKVZzxmAL8edKqh0yhluNrstz8s8C0u9OVYWNqk1eBxE7lHojTqAq+l1KQAeJSh0k0XRajv2JQZQWQitBpvdHVhitZS58PJ3RtY8tRDHpo5aRtDOc/nCOe0FdnS/xXUry1BXSYeESZoYgGH+7X6gAkwm+e42mKspp1wxFs2ysbEOoG7Nx5D4RmTX1UypOk//OhcpqEZoKdO0PYWtAAgQh0hBXTUYQ50gr7WMKu0+3aPWdVbNy8wjDSipv5wquI8wThUgdt6EoQhjhbJmrmJOTH2guGPnQYr15GLIzhrX/dbwgdb8/zd5728bDuJZDAI/0XRTIXDTBdFq8L1tPTweJQYl5EmXGBV3F3tLKjiICjxBaRbjMyNo56YMW90CIpwiEEtxvqRN1ua59eEDqlXLdk+xuKWwZKQtE1u7Xy2Ds2Bka0Femy4r/vdawLQupJaum+XVwnHo31JUl64zu4CK0HfJFRYYcInxzzQscH3WqJeeaRmktXRU66/uMQPimklzUxeNef7WqrPXHVFwfjSFGaZGQBuz5D7O0OSH2n1I6Q3UOEMdNL/C2rVC4Jbp1rGAnuUYwJNM1xUC11kQdQn7Unux2/Qz63IN1nlm/rkTWW0FrGngDMoZOhafBkBunn4V889CieQK4BLCKJDSEbWH7vo9yVkczAtGZeeKxrWRt60EK7P5b1wRWavunEZrGlpwtGzJpJhCmy55THj3LJTWvVSlWWaNvXFNmRiRPT5oYsCKu02ER6y03K4lmOfXd4voOQM7kDaC16phFVzmnrXXHHOzmGTZkAg4UrdPTmsuQqB1JbVkq6KtMOq64PJ13C5kw60zf8jtjG/EAB6NiOjfhzQpBoD7AP5jZv6nadtXQaAnvoOZ/7sbjXtECFx3MVyX+dt9CHUXKFvOLlt9ziapUjKvsCwAA/qWfm+vwo7Rup7sb5kpUgnMaQctWznby17S/TWzprpfqtEbBtO7JkLy/ZvxqnFQY/S0ZBlwy3RsEZjkrHM+n2rfa8H43u+W+dv97Ge+rk6mUB6fC3O2x1a1C411UmUcqYuPCGAnKay5RyhqoZuyuzSPR11hawLFusRsZlaBMEnjmnah+c4u7lmGmFvcI3FhejiE5Kc77na8iRC4jff9YegNC+DR6UMAfgszf5KIvhzStf43pG1fBcEZ+htEdI+Z799k4N6ieJTFYH3RvW1Z6+/1huUIbfTdO/aYm6Rgt5RXi2HTG0XXU6Shtnfw2rXYilJb4QmUF7lnth9zW1kNV7OTLHCZPX++b20uf7IwQueetMzfQvkVi0dy9gfM1fiCZSQZW/mxNMy/FSprzF+vxyWtH9DKZM7geDY3q71Heq6cWklcCSytHdD9hfG6jMdEKCBzAvdRQz+LEE0QC7WeXt/rzoPMz16t1eTzt/UsYn318Yza6zQDV0Kgp1TdtiVw18z/ac0Cemzldcz8o8z8yfT1xwC83WzW1cPm79ecrrICbvVcK4VOBMssintIjinM34ErhmPHzdp80Y0XWqL6jHvXt6ZRWubPDITkogpc+56tK8CeW38X9NF1QXbs3ctMzzBihbhYc18txz++5PL8FQOJOENGWwFrBbi9R/azzLtYYqn7QXLPzVlIV9W4mu5J9Xza6+gVGx4juzLalZLjCM0zv86YD0OvdbXvMWLma/1/FCKiNxPRPyCin02fb1rZLxDRT6b/7ze/v4OIfjwd/92pkddReq3u+NcB+AHz/fsAfBDAB5n51YcZMIUKb2NuzbhHfODQgFlirak4TH2mdozrMqPMpIkzFo3HjJFmDG7GQNIIfUi+fLcyttXYxPWzBE3jSrwUu6NKdcxQyDVTsy0aY8pO0RRVbSfZaoY6nkvVtnIdcl0jzRgoJBiGuMDkX7iAjFCxoHAeM7RfsRRk2QKtJb5NN9BqrLF2vt4pVlCau86bJgyYMWDOsBBWs7f3wtn7gBkDTxjiQT4xYaAJI6b0jNv/MTWUqYUpp0BlRMqg4qtf7SLAnXReS/9bMDtLrWLQ4jO1+/SOvcoddBO6q/e+Jb2/V/1/RPpGAB9g5s8H8IH0vUfnzPzF6f/vNr//OQD/bTr+kxA+e5QeexCYiH4bZGL/tv7GzO8D8L5bGf+G2UFX7du+BPJdshcstjlMypya1QuXijKFZqH0QMSUoQEaVwjJoB6yi8Ay8B7puD3mn+eZmUDdtlDna77UaYomO0cD1JoT5VjB5GJOk7RarF6XTltwlorwiUhZNfBJq6qDr735ETjnrztS9E45rwebc1Fp8A6In719Tvo8aAnWZp+R9kTWe6vjg1OfBa6hExbWWZqz4yDQInktzaBceOULzDcptIbtBkxHYyjHFBiF6IjaPrPZVwrajgXUlxliOkaOyTwEXdcd9DgYv9JjCgK/C8BvTX+/D8CPoMRNjxIREYAvBfDV5vg/DeAvHzvuTgUAEf1RAH8off1dAN4C4NsAfHmClr7uON8J4PcCwIsvvnj1/g8R/L0JqRCQWGivOUy/MY1WuLYummq7ujEQ4GPBxVELw1GEYw3Q9YOarYuldgo0mrxh/pXVYN0LTSZKFTBN2m2NYc8AlxA2NRkv1m1i55ItC3hMGEqXMi7Vzfae9e4xgArddCEk0r0M8JgwIsCDkkMG6Thl/rnpfUcA+KS9W9eTvQ6bTtsjZeh6DAESU0rfHYUyFxYrs9fvobp+4w48BsZm03I1a8lp5TJUs9ekhvpcVbEgakjoxXMw9+WmwuAqIXDdd/xDH/oQiOiB+en7mPndN5rL7Wj316HPZOaPyDn5I0T0GSv77YjogwBmAO9h5r8N4CUAn2LmOe3zYQCfc9UJ71QApG5i2lHscyGunncz88/ccJx3Q3oT44u+6Itu5VFch/n3tf92n7pYpl3olLRP23u15++3Jf2qGRKKdggI4Bq5YkUQPEDIVoDNOFEmm/pqVa6PfBaW4N/MxWVl518BkVlgMCCnZ+b8eHtvEsMmcx4Wbpbn5xArfPqMs0QAm4KqfG+aa+sJAQbBcUhgfXUGkzSvifleBjfAUcSBN0lTT0FP1C4avY+W1IrpucZ6rhObCWYLt1So23WQ75oFziNk/3IwTVNKtXY9t4VLpslEs/O166G650kcy37GJWSidb01Y5m+fV4PQ2tC4Caa/zve8Q68/PLLj9y/5AaFYG9JzFnpvcz8Xv1CRD8E4LM6x33TDabzucz8S0T0rwD4YSL6KQCvdPa7ctaP0wX0zRAp9T8kjXBm5nfe9Un72vjN7Lk+41/PiijnaUxqlCrY9oU7ZjJbgYAIsCO4zAgGOGJx35hpFoFSI39mtxFT7lvb67ylTI6ThmdRRmPDItqAb0uKWnmM6sBjIzhQhKb2BugyXhUieS6KgiQpuz5OuZub4yAtMJMAnTDmoio9jw26W+HXnjvf13QfZwxd+AqXvFlauMXaRjKB/7X1JCLEREjGhEAL1G4lrRdptf6F5WLiEccoW2hHmsfU1qaihJqiyEdg+i3dZnbfo1AM176ejx/ja8z8O9a2EdFHiehtSft/G4CPrYzxS+nz54noRwD8WgDfC+BFIhqSFfB2AL901WQfmwBg5q8H8PWP63xKd7Vgegvcak1KPfTEsm/R0OS34kfOsMvk5cWn+rjcwIPmnP/duoFabczmi9veu5XrRzXulL6nyJK96+1l+gApVbPJPtL9y3W57KJZE0oRPQ2zFpaW8QozdZkp2XuqKbvZCkhSjX3RwmcMC+3Vnt9qy4BDZOOeS1DUCmFhoSN6oG5B4St4ACMgkisWBx9vlqJzUyvBN5p73t5jws06sn+3mn9l8TWfdnvl6mmsj9uk14r5i7X7WE71fgBfA+A96fPvtDukzKAzZr4korcA+LcAfCszMxH9QwBfAeC71o5v6cnNu7pl0vDjXaSatQteagQ6rqBm/5xp0hyfWbxpOLPqXjAvbWHaffcIc/H5L1FFi6ZtUyvXqFcc5VCaqqwdHxOzzNknJt9cYxEV8FmTjy/polyNV2wd7VhsK1eN5mrbDeYez2XPXhcsvXf2s/xeiv6OMX/rQ66sHBYMIXs/1C2kVsGx9bpk3GVN9fax35WOZaeV614i3141p2PbH4ZeK+av9JiygN4D4MuI6GcBfFn6DiJ6JxF9W9rnVwP4IBH9UwD/EBID+Om07U8A+E+J6Ocg3pa/dtUJX9dQEDeh1lS9LvUWvX2ZdOy8reqTC7SH25fTVS+lAeFiQrBMgF3WCvV1tvASNgNFfcWWadl8botrb+GNvRFGNmYQu8VU5Vq0QCrnyGdNsFyjWicRLgfByY5r3D46NwvAZu91+2zKPr6yDrKjiuSpl9iBBKVbN4bi9jsQ2vavCnGgc7XP0emZ2KTGmtoInSeBkyuM87z1ujTryWdxVscXynWWYwiMNdC0cl3lmZbrWF6Dugl7zNvi/3BzvH0ua3Us1xEaV9FrzfwBID4GEyAlxvz2zu8fRPKeMPOPAvg3Vo7/eQBfcpNzPjMCAHh4IXDVmIDRKK/Qflzz3ZrbSgxKgVRh0hKQdLlPquxTMwM9jpv0w8TOM5O1vuk51r5/22DdNfPSFzm7ZTQQnZl/yQlfoyWYWS2kdHwL/Gaxf6qx9B6ho9UbZjYgICIajdpmK9U4N3q3kFixzrk6p7kWQr+KuaXq2TYwGtZSDKzPwRuBECvhrdeHNEu9Z+1cgaahPFCEjxXOjYVgyTY5ss8oX9cK07/qt5vQk8D8GY8tC+ix0zMlAIBHW1DKJPSz2paCeO1vy/Nb87z2nQIwjFDRHVNDcHIL014/a6AE5KwPhhN/uhEAlWsCtSZXp4zG+uU3+ytMtLpkbNZMvvamKrnVIFvoheq+tbgzCrqWsG8YhYlaH7s2agGXOZVnJjGH4AYjHDtMTTXwJDjLeZcCqX12rorVFDtEycZClBRt1c7dk0CNhKaPsJ6rtRwpu47Kfq0lpM9AbBkj+E2SQP5+C9yu947clJ4E5g8AYEZ4SvGgnzkBAPQzg9ZImUU5tkWbLMHG3ORidazmZV4xn+25NIisPVz1uDrjo4xvg87qdmkbkAC1RmPlVBZEaP3Yrfa3TJe0L7zt52u1ez13cU11Ar22WK6jYEcQoGNyMzfW83NOtdTnFeC6Pm9lfBbe27rSIjWWAFOBhLACM/V0Lh2FS7qnvQ+r94K1g1oqYCO3en9r61Hcgb7abuApjACQc4QiABqhX90X5lTrsvIONK6kVkG6DSHwpBA/IbLotumZFAA2S+S61L4A9m9Z5NqoY73FpL4LrdZbaZVpv/a1UWEgL1Yp3MlCgAvqp+6ffdNNtWsBl1Q/tmESxkXRasmWgVnmL6Bs5bptRXGroedr6aQjtkVx9l4tLC7DOFvYA72HkqLqQOl6LCBbPk/6bppZyj2mwuRyvYU2tYE61+p4CUP7/3oE1NlNDAMdzcvnbwViYfZ1nKdyJYHQy+GoYx/LbJ5uDUqj+bdWqqaewgjCag1zNWA19sMKgSdG+4e6gJ4OQdbSMykArkvVi4Ply6svdf7bCgLUbg+guGasCyKP3fi6bZBXx6rPczXV0A06h1rj13lV52Eb/OtngFjN0fqa8z1hK4SwGKOXYqnz66GK2muyPu9i2dTssGi7aS5Uxs5XZoPW+WpDJUwrq84wwNVKYLO/hW6o1g5BagKAVBQWs3DJGVmk969clz6b4uqRP/R+WWGUUJrMHVki1Lbxq+o5cMwFdcs6gFbwmPM0ltvaOdfoiQSE4zf6AbxBR2jpFnq44y0VDVDp0V6MtYSRNWZbaf7muloXSk8YrVWddudlGL+O3xY0VeMknHwbfLV3qXcdgGjvDsVHb8leU87iYmTG12YI2TRZFRrlfKkPBBuYhHS8zajSeQjMRe1SWaOlFZSujZbPRa+lfFm6d64anxK0uV3fVhHRY2zNxdPk9rH0hgXwBlWUGZrRbo9lwOSXojKjLVMv/VFb7RiQBXhTAaPFQpKuWf9u56Uaozfug3bu7e+9/SxzyAiYXAuTPC9w0cg71kDWrJs0xqLx+3y/XDOunY/VulWjtu4ei9y58LFzqtyWyGkSDl7tmqz5W5iMOp2yCIFIgEfI1gCQtH0iSGhWKtPiNQT9QjAzAHMPFWajYsT2+RstH0Cuj3gY5t0TBHktN+6g1ysx3ugJ/ExT5ctMDHzNjQOqGZmlHgMvvxnABV4ys9Z/XAXvVrQ59dPDuHSWLhfOPnyLapl2ko5nCXbCcayuV+evefKWMR0TVsr8vYFbWMzd4BjZDKlAA5QNW4XZCpWe0FFS7d1TMPcwLp6VMsfK20LoCOmmers8lep6NAVTrQHAuNlyllHrf68zfiz17nE5swqmwuDXrq8aT9cIM5g03qSzOP48r0u3nYb9WIhvBAXxuqI3BMAVZJl/TwgcO85+Wuq9VIktFc2Ra0vgutp/y3jqIrE6ENgyWtekHWqBkmAYxWVRGC8ZUZv+aVNG9f5Z5t8GN5VybW8OsGoqqObyEDylxveoLQmQBqKLRp0tHc2qIV4ImJZ0XrkIj5ZWngDYNaBpXQtPGToAkqIwVRoilXylWugvFYGrqLev+vOreRutv604Fj1Gu9D16wBqQdXPbnua6HEUgr0W9MwKgJtkAlXMX39byehoj2sDcT1GXuPRi6+ZhLvm8wB1UDepi/kFlp/q8QWkACW4SLX2bplg6T5lqpoT03UcEixzzOmdDJN9Y4SVJRkTZX6N9WL7+bb3oujEy3uqGUcaVM/bbC0FSQaQ+u+1ZiGPYZi/1Zztedrz6n997pZxy22wey1BzDQxlSGZ+BFLhmrPexUkhz3G7resR+mvu7bQqyZbTEj12kvXs8bo2yyrxXmvsAKeNAvhNrp9Pan0zAqAm9KqVtNm1KBmKPoy2qIwfZHWKjgDjKbJ1s1gkS4LNERi86svq081CpoWaitJW+Zvq40tSUuaMnZInb/MRVXVwK7R3i2TYZDJVqmZRHaVAIvjylxCEoxRmqYbyoKOAU/SL7fANiwZkn1eLWU3CRURVd1fLrEfKxh61FM29J7a73o96r5r52czyfI8qXZj5Uwkw/jbZ2rxk9qYQnsuu0229+Mma7QmBHSs1wO9UQfwBmVac+tcRS0TXIMZAIq2L8zLZY2xgiZuAm0F5qG8XFbz1GBk8SvHxUt8XCs018HIncCAhEeUGW3M7Qt17FAlYC7HXaYsxnwflvsyHM1gFpjpck9TtW9C2lR0/xZC4di12WuEcZNEKu6dInDTbE0zlauoFf7VdaVgfeuia62A1iLIFcb5usQtZe9LO4esohiMobI9WSzV+rRriivL6VHo9RITiG9YAM82VWBtlSZexwiuIoVoaCGC7aeOq/sDWACULcZdedl17vr7WlDRHlu5MtqiJaMBCzOsE1QFF6gElfW+eADzlV0Bynzb67Jaqf3bzkmzbjT7Kc/nId/doj0rkuxSgLXuwaKhL12Mx5h/Hq9TDGctmO4xze9ZCDTntd/Lc1y6h+SajBBecZW2bqvrrP/XK73hAnrG6CofpfXntmQZQuuf77lpjmna5ks6eTH3W9fDdV/AYy9uOz8LRNYbX7H/tUeuo4iRZniac0BZ4CgARQC11y1WTVGgK2ukaymUIid1V0X4nMESuXivXer9awPQ9ry06HPgcgCUzLkjJWcZe8wYqlhGb+4uZ/oslYYWVqMVcPq31bB7Qru77kxcosf0F/smGOtWILnFfOrYyJrrp3fe61gIT7oVwAyEN7KAnj7qaWkPsxDtwq+tgX5V8JoGeNXLUjGFNnuGkITEcv5XpfFVrqkO47e/53kww7uQ5z26gIFmDBQw0JSZdLEqXGU5WIYMEjHQyyaptG2NLXDImTkxFV7pdWQRm+aYg8CtlpxiBYqcWhefUebqem8CD4LxYyCqJSheGGb/edSaf9+nLpllVjDrnK7D/MtaW+bf67W21BMIvWBze9+61dkPuZ77xzyZgoDfyAJ6+ulhF9+V2lalVfcbxlefNptF96Eae8Zm7CiQs2U67Vys0PErL2bt36Yuw9I5Dq5k1zhEDG7G+P+3d+ax9l1VHf+sc18HJhmkYIGSljDJECq2jBpqCwg4QKEMIkgRMBhQxKAMJioaQjHGghQolaGNggWZiijIWEBlKqXwA4qAtGDjTwYRg6DQd8/yjz2tvc8+5977fr/fm+7+Jifv3jPs6by75r0W1/qw0s0onQc7c0iQZgloXBtPjJVZNBsN1qaI2Z8yuYkPYKXQAOyaOqJucvvoeFRLz4y51wDK8pm1sZoTVYJf16SMlD3itC7f5ZgmsmhHcQ1lnzY5Xj6lcRPifoWqNh9AwzimVO5SsoYQ7cGAWFuJz51IoYKB+GeEMCb4MSYLazUyNt7hHoDcAbyshhDmK6grUI+yIXNmbLrNVST7u6vw5cwmm/0Gc535886ZHQikddxKkGSpEf+cGKp00TwTGI27lpzeGA1AvWQfwkTDWMCE3sY55rH9weEd11LIPtcgZo5hPLX3HuZYk/ZtWu7AkO37ENRL/cFuP4/t04BNoAAAHaxJREFUAYP3bhaQbKcyMiD+A61mjdE0gH2KrWUGXe5+S3g1kgAHRwADoZRR52wIixyYB4rKY2VCN8twypz0gZGEVAa5+SrVFuggC1OsxfGHUNKZzAk5cYJdfq4zruUoNvsNrtWNPGxU6ppIMGfERGVZnL6x4XcbhN5DJEvyKaR2A7MdDc/0WkzwRWCeDOgraxA+p6ipfvCecq0pTwtRopa/P61J6s9mF4VUDS5UGytRpu+w53sNzDalkg7EP6a5GHEETwkMZV/7AY0BNADTxH/MTrvIMVbmcS/7WqR2hx9qqAVgd6LaamC5bdlH6RhHanCaOqSImpihsoDdrWvH68wrM1fg3RD/2k7kUjKtOYVz4t/Ri8Q+Qh3h3Meig7ZthtLqprWJNXY7ofMoHwtrxhq+l7Svog/lMAv/Sk3ytm2L9szZSJqIYSzJDJeIdS21Rm1uoWCOahIyMj+TLU5fvOMpn8R+w3Y5gUXkJsAbgBOBq4FHqep/Fff8DHCuOXVH4DGq+jYRuRC4H/Df/trZqnrFVJ+7MPfq7sWyxH/ZZ0Ocvj3K64tQy+kS/pZmKDtWq0VYbcLtmB3xEYT2JmzMVl6fG2JVPpNl4KwwgjgWQxxtH1kReWwhecMylrCF1yTksfexVUSCWhD3scyqJdMLGPd5rEacau3bd2DXe5m2JXvr+9FspHE38KLjEPEc4H2qejvgff57PhLVD6jqyap6MnA68H3g3eaW3wnXFxF/aBrAQqxiHqr9YMd/tPWau7X7yvj88bFaG3EoTJ47ksWo9inHzWwwFoky77CPcF/vpdlecwIeiLPNfGkdiiJkxWTGGE4YU1qr3rWrndMudBYds2E8nZl9SIRXtme1oXR/bjuHYLufx0ijjpRYz94bYpisZG6ZiVu3VK5TNK/cZs03NcI8hZDXaOq+0jSVr63meZoK4SA+4+e9FZPpMtjVoaC6bbmAHgqc5j9fBFwKPHvi/rOAd6rq97faYdMAqEvaIeZm8bOrSz+rSFeLxhDyvORMIjl+S6axioQmkYTrgMjY9gNRjodPLB0I8YbM2eh6Nrreh4vOh2Gs1f49w1JNKTV8f5b4z1WY+9TTc83nXWOY4UrMgOojq5wfo09HZFJzx84kP0rTVC1fTu1zwFhY6OL3otn4bEqPkoHpgvUotY5VMaXBrtrObsY2aQA3V9WDvr+DwM0W3P8Y4K+Lcy8Qkc+IyLkicsyiDpsG4JE2d21NwilTGYCVpJf/cW9VuipNPuVeg9I0JDDIEFlDIP6d9jGs07aZ0i4M57oMkR/ts5BEy36TmWnI4BzzkWpse2bqIpll7OYyINvAh43cmXIoI6PzzZlyWaJTfBTPkEhHhq5Guyic8DPZHDDnwWcli1ba0nup5IkqJfet/H52PfFnJSfwTUXkMvP9AlW9IHwRkfcCP1Z57vdWGZOIHA/cFfgHc/q5wH8ARwMX4LSHP5pqpzGAQ8T0juGpWPXhD3b1aCT/XJZXfrwN56gM7kJX59b+qDNC6p2m0LNBH5+baze4tzavaNIoykW6Fmd5SKPZqGXTHyQm4CpTBSJWI16W2FerY1Xy59g9BVHTCP1pYJC+HoKkAjQhsV7WPzJYEauV2eid2tq59mYDQl06feO6iLLBZhaxY9e47EORQdtTyEph2nO1e/e7IUFXYgDfUtVTRptSvf/YNRH5uogcr6oHPYH/xkQ/jwLeqqrXmrYP+o8/EJHXAs9aNNjGAA4BY8TfRuS47yEM0H7PscqPSJEiu+iKzxqGo5LO2/EpUph9UsFzcMndAsZCGMv4/di3OrYSr6rpa0kilRiGi9KoSfpjSdNqY43n1RRT0eAXmEGXiGLPLMbO52vbOVNAoSnZJH0DE4yJsnLhoTNU63l4InMNWkuoqWCiuaz2acflR4KqVDd41aAi1Wy2qV0b5rqfoczn26KlvB14AnCO/3vJxL2/hJP4IwzzEOBhwGcXddgYgMEqquhW1dYaYQqS9njSreQzqDOPeojm2KajPuTJn6C0tq9IwEdq19pi5GNtDcYc/AdBowibpaRnTkcXY+yFkNY41TNIZptyRaZqH6f5DJPNqQ/2FFxkVRYCCah2qPRVyRhS+GqYU3QQa9y/PRhPfDYwYc8EXDt54rwyWinsmA7EH4I2Z95dYa6K+Yg01yZKuFXw4y2YhVYZzNbrAO928w94E9D27AQ+B3ijiDwJ+BrwSAAROQV4qqo+2X8/ETgB+GDx/OtE5DicCHUF8NRFHTYGsAUs+qddlD0xfF7kGxjXMIaSa5LGXPz+orZD3Poioh2kZYcuEpZO5/GHXysmk0uudeZWS2AXTVnBrOUJ7pj5AZIWkL6PR9HUHPBREymIe9SEgkYwMgRrfvL7fd2YI4nuMkI8FfUE+cbAElm8f+Wecq2D9jn2PzlGvJP/am/l7T8i2KYoIFX9T+CMyvnLgCeb71cDt6zcd/qqfTYGUGA61n/xj8A+X5pV8oRjxrkZJfWJilQmRrs+Ns3s9nbXaZDaFxGeqknEOEYJFb6MNG6Ts2WmHulcCcnB+iRTSCD2dkNUdFKHuUhOMMPz0RFKDz6nT1inZGkv/QmVXbYx3bZPly3J9BPWYGzVyl3BQXq3NQjCPoWsboJCXsQ9z++TdianOYSVHDIul/u/dNDG+8z/VjJBdX4IfWTouRCR+xMsI1hXtJ3Aa4KtZggtCX/88YhmNu4xMw4LCPUyKnZNEwjOWCvtV81QS7TtqEayfItqJP6WAbj8PD7vT5FLH3JHpXMGu/bmuOgdBJc3yBMva7POJGnf6kwMwbbrLKnnsvav3S/h5uIk/N47fN18Uz3lsKYha6n6vQGZFqPBnCOJsZAnwIs2eO+3GCOrZSK48G6TeabPv9t9FhRVGowpKNc8A+sZpssucSTs/HtHq2glIdcWq5p7qj+egvhbB9+YpJ/6X/0fL/2g66aCMWZkCXPdvKBZvVlL/Lve2Mw735bkduwg8Wd9aX7e9dvFsfU++qZGnGrEv7T1W83LzinUNo7j8hE4c9kw94coqy4LmU1tDYlq3qaYvRFJy/EPOandjy/P7GkJf54Mzi9vHG8QHDpzf/q7nCloGe1wys5/JJjDboIqzDfni2/cg2gMoIJlYpmX3SRW+1z2U1O5a8/UIzuMDbuQsEMbNfNRyYwcfFrprI2UYRKIqScELYh/aHssVFDMxrGCWJa5dbzNP9wrRlINhGwGxikczCTzzMxmr5WMt3Qg2zBMEWdO6bQfpNqIDEVdyumQaG4REbRaTiDMUUsJa1phYHkbEtsImVNVvbO3QqCX9QeV88v6zP7n6juKt4K9I/07NA2gAVhM+Et12p53f4eO0hrhz2zvMAjxq/0AB2aNwqew7I+2JBghHNAS/5IwBsIfdyZLzqDC37hjtnCK5t+HY8rMVgpCckKn+P88g2X2vEltoF6zcMnvUgK9uROn2VRXUF6ld/sYTJRNqT0FP0spRQdzXvBnuI1p7lqPQNhA5zfYOUd6jSknU1n4bAWG6v9aZcPWFEoNyba/36X7paDafADrhpoWsKwjbOpHs2xa3WxTkn8uEK4xs80ilIymHFckA8aMUcaMR+IgHaiTovtulheAkVmmkYyNzxLGZX0SluDb+ViNZuAQLdYyXAm5bSxj3dQZnYk86hA6MaGWYZ9xdLinudh9Buq1gxnzaKoJhLwLWkTQACRsjaulgs7XrabFpe99ERIq1XUfXdeBkDK96W+r2HPSP80JvLbYapKqsfxC7u/wBxWl2UgmnIklMQAvteo85qB3/RiNI5oj6gXJw732c1b71jssy3nbGPls7NIxl87FzEu61sssagCjIbHi/AmpMMzQL9B781hX8YtMmSNsGgchxe6LeTZvK61RdOoKbOhm/ByYQNAC3LMp2sq2Zx3wNlqqp6OzTMsnmLO5fCjGUlu3xGim94fYtsJ62HGWz8b2PPOwJsrDzQT2GvqBxrs/0BjAYcaqzGJcA+gzkwvq06vFzJ1DR3JO2GsMaGjPzc6ZVBLqWcPY+Jypx42zl5nLcBmIfrFxazA3T/yTDTxEAKXx2AItIfaGYJ+PBM3Ot5Sch4ysXIPBnALxV88MxZWozNao8DuMwUrRM+mZm813NiosJqSrbKQbSP+11NUjEWPLEOzSRDiGdSf+7ufXNIC1Q4rAWMbhu1y00DImG2v7j6YL6aJW0NtdopIITccwYVvsv5J1sjQlBUNEuh4qRvl7pJiDJA3CmmWshlKaaYIDN3QjqHc8+0gZM/dYsB1j+ip+h8HGnr7nkUfhXCf5ulkzVe1AYe7Vhi5oVFVzWBFyWSAwkMC4gpciSPIzn88nr6OcUkfX6igcqiM2MxuV2pX1O9UihirMdrW+954krSj99qSC2HY0BnCIWGWPwCJJKkq0I+kGnJSd+wDiRx+fX+absbb4sn9rGlBSojeoS5aW8IdncnNI3n/Zn61AJTjNYW43cZEMYOX4g0bQlykSCBurwvfcPxAQkt+l787ctcmG28SlxRpI0Lwca7Ux+5GpZRvvhgQzjKWTnlR1q4t7MoQ+moGik1qhYvnJQkPtetcwqlUa06D1N2SCgM2COtHWWkGh7xsDWEtMhYSuukFsGUTTi6RChNZOH8xBQRqPJpDopEx1ecd2Jdf8A0Eytf1UnZImc2juT5hl/dQ0jfBE0FKcPX3mZeQgIXdJqzDSbkqWlmzjIQ115x2tpXkoPFdb45CiISVq8/Z/tfdILJcpPtyydMJ6rkswu+Uao99kVYzBrm2phdXMZtakMyZ9p/+b/D0PzEjWbzBScc22WRvLVrEXpf+AZgJqyLDVfEDp+WEkj322F+sYHu7StDb3Wpthk1EwdWSbjRZIrCIaEjZXicPYrud4rsjxUxZPCX/7kOLZnYzXhmaj3BwS21ZM+oWheSIkYrPPZGmoi8+1FM/hvPg9ArW5qEi+2ze24/0kFe2o3M1rJW87tvLdlOMLjC88O7huUJp+HBtMOZzKzJ/N+eugKNqcwOuLYYKtKfV7tVBRS7RyqTo4CmN5E/dciAqSuopu4/NVSnNJSUSs/wDy/DTzWA3L2oXzueZSdmlSCm3pIHIm9EqUoOM5nwfHXddsbXoxqZVDMfTghEZTNJLZDxFlbcOU7LgzRoXS19Ie2+R0BXOy5qBasXj316fFMPMq2+6ZxfbGTExhbaeSwdm+q4yksmei9n7LTYqHir0s/dOcwA2HY3dw+WMqY9BTO8m0QrQ/h5zvs4zwjI5lyWpfDia/D8lu3VWIw0DKLIht3lpIW1CYl6KkaUwRmpjRLJHt+EzKwW8YTiSeQlQhMvfIsIDNlFSMmEI2aD0yZ4m0CXYNBuafCd9KDUFST+3kxL+W5mKqLfvswvuX+J9ftp29jsYAGiax6g8lz9kCY4wgScAm6+MEwVhE+EsCFNIYRHPTBJFYtLu0RvSsiWZZ2Bw+ZXtxLJh9DSFFgnSZdF2adFzbOcEP7Q+Zs5GhRwh+jZnU7lxkv59qL5yPSQUrZpx0f06wS+m/xH4gzNsBVWU+b7mA1h5ju4NX+SGV9tZ0Ia8iltq3P+DOS831VAeWKAKDHbmDVAXIgOAPJN7RMoDWGZxy3teJYqqUVWauTHZ4S7hS/qHgaHUaQm6SCDbwkMpZVOlJWkWYcyCcVenbLWjVvDOTXNoOiZtDwZfSL+PuNam4Rxh13a9SEHeG76psTszq25Tdrr1ZXLvxGsZmo9wIxvxFy2K/MBndp1FA257kW0ROFZG5iJxlzj1TRC4XkUdv93hWRT2Xz7J2/5z4Z1KmavY9PTN0FodIk4xoijeHiNvAFIh/TO5WcSjWpF4L9/xs0N/A6VuYVywxzZ2sPje+P0IoZs+MuWcic+MErfUFQ7NHzLipdQfqTHp30LPBZn7I3G3Gkp6ZzJnJnA2Zc5Rcy4xNF6fPPCOEPTN67Zir+2tzGyV2OPcF240zvcj0GdevskfDvpNE6FMltHTM8/8dHb5bkXHNzr7b2pHG0cdjWewX4o/3ASxz7DVsqwYgrqDsizCV7EXk+sCpwD2ANwNv2M4xbQXD6JnFttLyx2CduipdJJE2U2Tt/rGx2DGMOQDTM4vD+0pT1NQYbBulJAsQMnqGzJWBKQXiv6mzeM7dr3QizNQRuGyeJoFadAYbrae00U+lh3bPB6eoRIm4Zv93zCoVtHdSfnh2nrWbnLlOW6gpAlH6tuMO2k7BoMf+L4Q+y1g6FRVWOz/pDzHjTGNg8Plw+Ah2P1oU0OHCb+CI/KnmXPgv3DPss6YWjzGBKSkopnoITEDVq/DDH51FfYemkX4NUcnu0TwcFOpOydTmdBiivRayYo4zqpxgA5H4zwsGkAioMJOcwIcxB8do3Pms+bWp2gCdcaTafQ3BwWolayDbXZ2HkQai70xWZTZS9Q58Z5qaVTSlYZSWaB9zAtm2Bpu4TIK7cn3KNpfFFKMfM3WmaKHlI+X2GpTtKQm5E9g29i0itwTOBM6351X1u8AB4DL2gPQfcFjSQ1QkNvG7ZOOPXJ3E6yS9YShlGk8u9WfmECvN2xj4ioYw0ARUsmeyscYjmCaGR0B+h0SCGI65dsy1Y7PvMqYw1y6S1pBJMxylecXa5cdq6lrp2ppV7PeOuV/zUPCmj/e5uRSbx0i5fTqdM+s33aGbMdVD0BLCWvRmzvEIM9N8RGns6f8CSCUdK++tNm9rNiv/Z5ZBaRay49rXUKXfnC91HApE5JEi8jkR6X0h+LH7HiQi/yIiXxaR55jzJ4nIx0TkSyLyBhE5elGf26kBvBh4tqrORUrJVF8IvHCZRkSEo48+5ggMb3WUEtMqEnP4m8ftdwvbGP/R5uTYIeXyGVP7w7WyBGEi6xJ7qxGQtIO4zhDnpr+umNMcYUNdOoh5n+8dmEmHSEcX9kLE+PU05iAfOyZmNYSejiJlhmFB7ny5tkkR7XBZVy025ShmzJixQa+zQUK3GeL9BbPBO/XegMj0bCir7Tekm+jY9CvaQ7HmYe7l/07oK///mFKuhwzdtFS5f/h0iWVNhXsR22QC+izwcOCVYzd4M/rLgAcA1wCfEJG3q+rnceb1c1X1YhE5H3gS8IqpDo8oAxCRpwFP8V9vCFzsif9NgYeIyKaqvm2Jdv4StzAcc8wxPOzMM4/QiHNcddVVnHTSSdvS13ZiP85rP84J9ue8tnNOBw4cQES+Z069RVUfv1Ij27QRTFWvBCfkTuAewJdV9Sv+3ouBh4rIlcDpwGP9fRcBf8gCBiA7UepMRC4E3qGqb9r2zleAiHxPVa+30+M43NiP89qPc4L9Oa+9NicReRdOaF0GxwL/Z75foKoXrNjfpcCzVPWyyrWzgAep6pP998cD98QR+4+q6m39+ROAd6rqXab6avsAGhoaGiagqg86XG2JyHuBH6tc+j1VvWSZJirndOL8JHaEAajq2TvRb0NDQ8NOQlXvf4hNXAOcYL7fCvh34FvAjURkQ1U3zflJrEMQ76HgLTs9gCOE/Tiv/Tgn2J/z2o9z2i58Aridj/g5GngM8HZ1tvwPAGGD7ROAhRrFjvgAGhoaGhpyiMiZwEuB44DvAFeo6s+KyC2AV6nqQ/x9D8FFVc6A16jqC/z52wAXAzcBPgU8TlV/MNlnYwANDQ0N64lmAiogIjMR+ZSIvMN/v7OIfERELhJZIsfyLoOInCAiHxCRK/0mk2f487cQkfeLyCU+HceeQm0zzF55VyJyrIh8XEQ+7d/J8/35C0XkKhG5wh8n+/M3FJG/Nfc/0bS1K/JorTonf+00f+5zIvJBc/4xfk6/tRNzWSuoajvMAfw28HpcmCrAq3Eq2W/gwq92fIwrzud44O7+8w2ALwJ3As4B7gz8AvDUnR7ninOaAf8K3AY4Gvi0n9OeeFe4iI3r+89HAR8D7gVcCJxVuf95wIv85+OAb/t5X9//r24Al+yxOd0I+Dxwa//9Zuba2/w7vji02Y4jc+xaKWknICK3An4OeJU5PcOnA6EearWroaoHVfVy//m7wJXALXHz6tmb84qbYVT1hzhC8VD2yLtSh//xX4/yx5QtVoEbiNshdH0cA9hkF+XR2sKcHovblPU1//w3zDU7r137HvcDGgPI8WLgdyFLbvIS4O+AewPv3olBHS6IyInAT+Cks/NwW86fCvzVzo1qS7gl8G/m+zX+3J55V97UeAXwDeA9qvoxf+kFIvIZETlXRELOk/OAH8eF9R0AnqGqve6yPForzun2wI1F5FIR+aSI/Ipp6i24OV3m59hwpLDTKshuOYCfB17uP5+GNwHtlwMnOX4SePhOj+UwzOWRuKiI8P3xwEt3elxbnMuNcOF7d8GZ6wQ4BreV//f9PWcB5/prtwWuAn5kp8d+iHM6D/gocD3cLtsvAbff6bGv29E0gIT7Ar8oIlfjTAqni8hek4yrEJGjcGm4X6eq+yEGe2wzzJ6Dqn4HuBTnszioDj8AXoszdQE8EWcuUVX9Mo4B3HFHBrwElpzTNcC7VPV7qvot4EPA3XZkwGuMxgA8VPW5qnorVT0Rt7ni/ar6uB0e1iHD241fDVypqn+20+M5TKhuhtnhMS0NETlORG7kP18HuD/wBRE53p8T4GG47JAAXwPO8NduDtwB+Mp2j3sKW5jTJcBPi8iGiFwXl8/myu0f+Xqj5QLa/7gvzkRywNtnAZ6nqn+/g2M6JKjqpog8HVdZLmyG+dwOD2sVHA9cJC61bwe8UVXf4cNyj8OZTK7A+WcA/hi4UEQO+GvP9lLzbsJKc1LVK32Stc/gfG6vUtXPjrTdcITQNoI1NDQ0rCmaCaihoaFhTdEYQENDQ8OaojGAhoaGhjVFYwANDQ0Na4rGABoaGhrWFI0BNDQ0NKwpGgNoyCAiNxeR14vIV3yOlo/4QhVTz5woIluK4RaRs33Bi/D9VSJypyWfPS2k7T5SEJF/9n9PFJHHbuH5s0XkvMM/soaGQ0djAA0Rfrfm24APqeptVPUncbtsb3UEuz0biAxAVZ+sqp8/gv2tBFW9j/94Ii6DZUPDvkFjAA0WpwM/VNXzwwlV/aqqvhSiFPxhX6zjchG5T9nA1D0i8rsicsAXDTlHRM4CTgFe5wuDXMdnhzzF3/8g38anReR9y05CRM4QV9TngIi8JmSgFJGrReT5vs0DInJHf/44EXmPP/9KEfmqiNzUXwspjs/BpS64QlwRlkyyF5F3iMhp/vMTReSLvsjJfc09x4nIm0XkE/6I1xoadgKNATRY3Bm4fOL6N4AHqOrdgUcDf77sPSLyYFwumHuq6t2AP1HVN+HS/v6yqp6sqv8bGvHpA/4CeIS//5HLTEBEjsUVIXm0qt4Vl+7k180t3/JjewXwLH/uD3C5n+4OvBW4daXp5wAf9uM8d6L/44Hn4wj/A3CFagJeApyrqqcCjyCvO9HQsO1ouYAaRiEiLwN+CqcVnIor8nGeuLJ+c1xO9xJj99wfeK2qfh9AVb+9oPt74UxRVy15f8AdgKtU9Yv++0XA03C1HsDlmgefGtt//ingTN/Pu0Tkv5bsq4Z7Apeq6jcBROQN5GtwJ2dpA+BHROQG2nLeN+wQGgNosPgcTjIFQFWf5k0hl/lTzwS+jkvb2wH/V2lj7B5htcpVq95vn5vCD/zfOen/fytVpzbJNehjzeexcXfAva2m09Cwk2gmoAaL9wPHiog1mVzXfL4hcFBVe1yG0VmljbF73g38qk/9i4jcxJ//Lq5WcYmPAPcTkZOK+xfhC8CJInJb//3xwAcn7gf4R+BRvp8HAjeu3FOO82rgZBHpROQEUp77jwGniciPiqvDYE1X7waeHr6IKZDe0LATaAygIUJdatiH4QjvVSLycZwJ5dn+lpcDTxCRj+LMGt+rNFO9R1XfhcvZf5lPSx3s7xcC5wcnsBnLN4FfA94iIp9mvOThGSJyTThwJS+fCPyNT5/cA+ePPBvwfOCBInI58GDgII7gW3wG2PQO6WcC/4QrzHIA+FO870RVDwJ/iGNg7yX3qfwmcIq48oifJ6V7bmjYEbR00A1rDx8lNPd1Bu4NvEJVm3TesO/RfAANDS7q540i0gE/BJ6yw+NpaNgWNA2goaGhYU3RfAANDQ0Na4rGABoaGhrWFI0BNDQ0NKwpGgNoaGhoWFM0BtDQ0NCwpmgMoKGhoWFN8f//fIqLGp3bEgAAAABJRU5ErkJggg==\n", 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