diff --git a/recipes/background-model/env.yml b/recipes/background-model/env.yml index 5b73b93..014365b 100644 --- a/recipes/background-model/env.yml +++ b/recipes/background-model/env.yml @@ -6,7 +6,8 @@ channels: - conda-forge dependencies: - - gammapy=1.0.1 + - gammapy=1.0.2 - python=3.9 + - scipy<1.12 - jupyter - matplotlib diff --git a/recipes/dark-matter-utilities/astro_dark_matter.ipynb b/recipes/dark-matter-utilities/astro_dark_matter.ipynb index 78eead4..d42d8ec 100644 --- a/recipes/dark-matter-utilities/astro_dark_matter.ipynb +++ b/recipes/dark-matter-utilities/astro_dark_matter.ipynb @@ -24,7 +24,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -45,7 +45,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -67,18 +67,52 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "[gammapy.astro.darkmatter.profiles.NFWProfile,\n", + " gammapy.astro.darkmatter.profiles.EinastoProfile,\n", + " gammapy.astro.darkmatter.profiles.IsothermalProfile,\n", + " gammapy.astro.darkmatter.profiles.BurkertProfile,\n", + " gammapy.astro.darkmatter.profiles.MooreProfile]" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "profiles.DMProfile.__subclasses__()" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "LOCAL_DENSITY: 0.3 GeV / cm3\n", + "DISTANCE_GC: 8.33 kpc\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "for profile in profiles.DMProfile.__subclasses__():\n", " p = profile()\n", @@ -105,7 +139,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -123,7 +157,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -135,30 +169,46 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": { - "tags": [ - "nbsphinx-thumbnail" - ] - }, - "outputs": [], + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "jfact_map = WcsNDMap(geom=geom, data=jfact.value, unit=jfact.unit)\n", - "fig, ax, im = jfact_map.plot(cmap=\"viridis\", norm=LogNorm(), add_cbar=True)\n", - "plt.title(f\"J-Factor [{jfact_map.unit}]\")\n", + "ax = jfact_map.plot(cmap=\"viridis\", norm=LogNorm(), add_cbar=True)\n", + "ax.set_title(f\"J-Factor [{jfact_map.unit}]\")\n", "\n", "# 1 deg circle usually used in H.E.S.S. analyses\n", "sky_reg = CircleSkyRegion(center=position, radius=1 * u.deg)\n", - "pix_reg = sky_reg.to_pixel(wcs=geom.wcs)\n", + "pix_reg = sky_reg.to_pixel(wcs=ax.wcs)\n", "pix_reg.plot(ax=ax, facecolor=\"none\", edgecolor=\"red\", label=\"1 deg circle\")\n", - "plt.legend()" + "ax.legend()\n", + "plt.show()" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "J-factor in 1 deg circle around GC assuming a NFWProfile is 1.35e+21 GeV2 / cm5\n" + ] + } + ], "source": [ "# NOTE: https://arxiv.org/abs/1607.08142 quote 2.67e21 without the +/- 0.3 deg band around the plane\n", "total_jfact = pix_reg.to_mask().multiply(jfact).sum()\n", @@ -179,9 +229,17 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['eL', 'eR', 'e', 'muL', 'muR', 'mu', 'tauL', 'tauR', 'tau', 'q', 'c', 'b', 't', 'WL', 'WT', 'W', 'ZL', 'ZT', 'Z', 'g', 'gamma', 'h', 'nu_e', 'nu_mu', 'nu_tau', 'V->e', 'V->mu', 'V->tau']\n" + ] + } + ], "source": [ "fluxes = PrimaryFlux(mDM=\"1 TeV\", channel=\"eL\")\n", "print(fluxes.allowed_channels)" @@ -189,11 +247,24 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 10, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "fig, axes = plt.subplots(4, 1, figsize=(6, 16))\n", + "fig, axes = plt.subplots(4, 1, figsize=(6, 18))\n", "mDMs = [0.01, 0.1, 1, 10] * u.TeV\n", "\n", "for mDM, ax in zip(mDMs, axes):\n", @@ -201,18 +272,18 @@ " ax.set_title(rf\"m$_{{\\mathrm{{DM}}}}$ = {mDM}\")\n", " ax.set_yscale(\"log\")\n", " ax.set_ylabel(\"dN/dE\")\n", + " ax.yaxis.set_units(u.Unit(\"GeV-1\"))\n", "\n", " for channel in [\"tau\", \"mu\", \"b\", \"Z\"]:\n", " fluxes.channel = channel\n", " fluxes.table_model.plot(\n", - " energy_range=[mDM / 100, mDM],\n", + " energy_bounds=[mDM / 100, mDM],\n", " ax=ax,\n", " label=channel,\n", - " flux_unit=\"1/GeV\",\n", " )\n", "\n", "axes[0].legend()\n", - "plt.subplots_adjust(hspace=0.5)" + "plt.subplots_adjust(hspace=0.3)" ] }, { @@ -226,7 +297,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 11, "metadata": {}, "outputs": [], "source": [ @@ -240,16 +311,28 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "flux_map = WcsNDMap(geom=geom, data=int_flux.value, unit=\"cm-2 s-1\")\n", "\n", - "fig, ax, im = flux_map.plot(cmap=\"viridis\", norm=LogNorm(), add_cbar=True)\n", - "plt.title(\n", + "ax = flux_map.plot(cmap=\"viridis\", norm=LogNorm(), add_cbar=True)\n", + "ax.set_title(\n", " f\"Flux [{int_flux.unit}]\\n m$_{{DM}}$={fluxes.mDM.to('TeV')}, channel={fluxes.channel}\"\n", - ");" + ")\n", + "plt.show()" ] }, { @@ -262,7 +345,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -276,10 +359,10 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.0" + "version": "3.10.14" }, "toc": { - "base_numbering": 1.0, + "base_numbering": 1, "nav_menu": {}, "number_sections": false, "sideBar": true, diff --git a/recipes/dark-matter-utilities/env.yml b/recipes/dark-matter-utilities/env.yml index a799368..f6d48aa 100644 --- a/recipes/dark-matter-utilities/env.yml +++ b/recipes/dark-matter-utilities/env.yml @@ -1,18 +1,12 @@ # Declare your specific environment -name: gammapy-recipes +name: gp-dark-matter channels: - conda-forge - - sherpa dependencies: - - gammapy=0.18.2 - - python=3.7 - - jupyter=1.0 - - matplotlib=3.3 - - healpy=1.13 - - reproject=0.7 - - sherpa=4.12 - - iminuit=1.5 - - pandas=1.1 + - gammapy=1.0.2 + - python=3.9 + - scipy<1.12 + - jupyter diff --git a/recipes/interactive-model-editing/env.yml b/recipes/interactive-model-editing/env.yml index 4e3413e..8a1d578 100644 --- a/recipes/interactive-model-editing/env.yml +++ b/recipes/interactive-model-editing/env.yml @@ -1,14 +1,15 @@ # Declare your specific environment -name: gammapy-recipes +name: gp-interactive-model channels: - conda-forge dependencies: - - gammapy=0.19 - - python=3.7 - - jupyter>=1.0 + - gammapy=1.0.2 + - python=3.9 + - jupyter + - scipy<1.12 - astropy>=4.0 - pandas>=1.1 - qgrid=1.3.1 diff --git a/recipes/mcmc-sampling-emcee/env.yml b/recipes/mcmc-sampling-emcee/env.yml index ff2709c..c1b52a8 100644 --- a/recipes/mcmc-sampling-emcee/env.yml +++ b/recipes/mcmc-sampling-emcee/env.yml @@ -1,20 +1,14 @@ # Declare your specific environment -name: gammapy-recipes +name: gp-mcmc channels: - conda-forge - - sherpa dependencies: - - gammapy=0.18.1 - - python=3.7 - - jupyter=1.0 - - matplotlib=3.3 - - healpy=1.13 - - reproject=0.7 - - sherpa=4.12 - - iminuit=1.5 - - pandas=1.1 + - gammapy=1.0.2 + - python=3.9 + - jupyter + - scipy<1.12 - emcee=2.2.1 - corner=2.1 diff --git a/recipes/mcmc-sampling-emcee/mcmc_sampling.ipynb b/recipes/mcmc-sampling-emcee/mcmc_sampling.ipynb index a4f5dc0..86e90c9 100644 --- a/recipes/mcmc-sampling-emcee/mcmc_sampling.ipynb +++ b/recipes/mcmc-sampling-emcee/mcmc_sampling.ipynb @@ -45,7 +45,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -58,7 +58,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -88,7 +88,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -108,9 +108,17 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING:gammapy.irf.background:Invalid unit found in background table! Assuming (s-1 MeV-1 sr-1)\n" + ] + } + ], "source": [ "irfs = load_cta_irfs(\n", " \"$GAMMAPY_DATA/cta-1dc/caldb/data/cta/1dc/bcf/South_z20_50h/irf_file.fits\"\n", @@ -125,7 +133,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -145,9 +153,48 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Models\n", + "\n", + "Component 0: SkyModel\n", + "\n", + " Name : source\n", + " Datasets names : None\n", + " Spectral model type : ExpCutoffPowerLawSpectralModel\n", + " Spatial model type : GaussianSpatialModel\n", + " Temporal model type : \n", + " Parameters:\n", + " index : 2.000 +/- 0.00 \n", + " amplitude : 3.00e-12 +/- 0.0e+00 1 / (TeV s cm2)\n", + " reference (frozen): 1.000 TeV \n", + " lambda_ : 0.050 +/- 0.00 1 / TeV \n", + " alpha (frozen): 1.000 \n", + " lon_0 : 0.000 +/- 0.00 deg \n", + " lat_0 : 0.000 +/- 0.00 deg \n", + " sigma : 0.200 +/- 0.00 deg \n", + " e (frozen): 0.000 \n", + " phi (frozen): 0.000 deg \n", + "\n", + "Component 1: FoVBackgroundModel\n", + "\n", + " Name : dataset-mcmc-bkg\n", + " Datasets names : ['dataset-mcmc']\n", + " Spectral model type : PowerLawNormSpectralModel\n", + " Parameters:\n", + " norm : 1.000 +/- 0.00 \n", + " tilt (frozen): 0.000 \n", + " reference (frozen): 1.000 TeV \n", + "\n", + "\n" + ] + } + ], "source": [ "# Define sky model to simulate the data\n", "spatial_model = GaussianSpatialModel(\n", @@ -172,7 +219,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ @@ -182,16 +229,27 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "dataset.counts.sum_over_axes().plot(add_cbar=True);" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "metadata": {}, "outputs": [], "source": [ @@ -229,18 +287,121 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "MapDataset\n", + "----------\n", + "\n", + " Name : dataset-mcmc \n", + "\n", + " Total counts : 248426 \n", + " Total background counts : 238923.09\n", + " Total excess counts : 9502.91\n", + "\n", + " Predicted counts : 248096.29\n", + " Predicted background counts : 238923.09\n", + " Predicted excess counts : 9173.21\n", + "\n", + " Exposure min : 1.14e+10 m2 s\n", + " Exposure max : 3.45e+11 m2 s\n", + "\n", + " Number of total bins : 22400 \n", + " Number of fit bins : 22400 \n", + "\n", + " Fit statistic type : cash\n", + " Fit statistic value (-2 log(L)) : -1298330.02\n", + "\n", + " Number of models : 2 \n", + " Number of parameters : 13\n", + " Number of free parameters : 7\n", + "\n", + " Component 0: SkyModel\n", + " \n", + " Name : source\n", + " Datasets names : None\n", + " Spectral model type : ExpCutoffPowerLawSpectralModel\n", + " Spatial model type : GaussianSpatialModel\n", + " Temporal model type : \n", + " Parameters:\n", + " index : 2.000 +/- 0.00 \n", + " amplitude : 3.00e-12 +/- 0.0e+00 1 / (TeV s cm2)\n", + " reference (frozen): 1.000 TeV \n", + " lambda_ : 0.050 +/- 0.00 1 / TeV \n", + " alpha (frozen): 1.000 \n", + " lon_0 : 0.000 +/- 0.00 deg \n", + " lat_0 : 0.000 +/- 0.00 deg \n", + " sigma : 0.200 +/- 0.00 deg \n", + " e (frozen): 0.000 \n", + " phi (frozen): 0.000 deg \n", + " \n", + " Component 1: FoVBackgroundModel\n", + " \n", + " Name : dataset-mcmc-bkg\n", + " Datasets names : ['dataset-mcmc']\n", + " Spectral model type : PowerLawNormSpectralModel\n", + " Parameters:\n", + " norm : 1.000 +/- 0.00 \n", + " tilt (frozen): 0.000 \n", + " reference (frozen): 1.000 TeV \n", + " \n", + " \n" + ] + } + ], "source": [ "print(dataset)" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 11, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "DatasetModels\n", + "\n", + "Component 0: SkyModel\n", + "\n", + " Name : source\n", + " Datasets names : None\n", + " Spectral model type : ExpCutoffPowerLawSpectralModel\n", + " Spatial model type : GaussianSpatialModel\n", + " Temporal model type : \n", + " Parameters:\n", + " index : 2.000 +/- 0.00 \n", + " amplitude : 3.20e-12 +/- 0.0e+00 1 / (TeV s cm2)\n", + " reference (frozen): 1.000 TeV \n", + " lambda_ : 0.050 +/- 0.00 1 / TeV \n", + " alpha (frozen): 1.000 \n", + " lon_0 (frozen): 0.000 deg \n", + " lat_0 (frozen): 0.000 deg \n", + " sigma (frozen): 0.200 deg \n", + " e (frozen): 0.000 \n", + " phi (frozen): 0.000 deg \n", + "\n", + "Component 1: FoVBackgroundModel\n", + "\n", + " Name : dataset-mcmc-bkg\n", + " Datasets names : ['dataset-mcmc']\n", + " Spectral model type : PowerLawNormSpectralModel\n", + " Parameters:\n", + " norm (frozen): 1.000 \n", + " tilt (frozen): 0.000 \n", + " reference (frozen): 1.000 TeV \n", + "\n", + "\n", + "stat = -1298303.476320856\n" + ] + } + ], "source": [ "# Define the free parameters and min, max values\n", "parameters = dataset.models.parameters\n", @@ -282,9 +443,29 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "INFO:sampling:Free parameters: ['index', 'amplitude', 'lambda_']\n", + "INFO:sampling:Starting MCMC sampling: nwalkers=6, nrun=150\n", + "INFO:sampling: 0%\n", + "INFO:sampling: 50%\n", + "INFO:sampling:100% => sampling completed\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CPU times: user 3.22 s, sys: 6.61 ms, total: 3.22 s\n", + "Wall time: 3.23 s\n" + ] + } + ], "source": [ "%%time\n", "# Now let's define a function to init parameters and run the MCMC with emcee\n", @@ -308,24 +489,46 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "metadata": { - "scrolled": true + "scrolled": false }, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", 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4YrHdbqPVamF8fFw0RGw2m2g2mwjDELVa7Zh7FMSKgkahgEahMP8DkwSG4yA3Ff6zUxUAuXod+XoduUYD+Xod2WYTShShVK3O21PA0zTU83nUCgVUi0VUSyVUi0WMFIvYUSyibdtiIiA9YSCbzSKbzcK2bfT29orjCovFIlRVhaZp044lPF1P+CAioseelMw8xJkWpF6vo1AooFariXOGiYiITgdHmxzwPA9xHItTExzHgeM4cF0XExMTcBwHQRCgVquJyoHjPkZxDpkompwEmJoAKNTrKNRqyNdqKEzd7Hb7qK8TKMrkBMDUJEClVMJEVxcqpRKqpRKCGVUX+XxerP6Xy2V0dXVB0zTkcjkUi0XRMFDTNFYDEBHRgi00hzLoHyMGfSIiooWbOTmQ/pxOCiRJgiiKMDo6iiAIxG1iYgKtVguNRgOe58F1XVQX0e1/IRTfn5wEqNVQrNVQrFZRqFZRnLrl63UcLYI3sllMlEqodHWhWiphvFzGeFcXKuUyvBm9GjKZDIrFIorFImzbRnd3N/L5PGzbFs0EZVkWkwHpBAAnAoiIiEF/mTHoExERLY/ZJgXSCQFg8gSDtDIgPZ0gCAI0m81pRxxWFtDhfyHkMER+agKgVK2iNDGB4sQEuioVlCYmYE4dwziXpm1jvFxGpVwWEwDj3d2odHUhUo7cRZnNZtHf3498Pg9N09Db24tsNovu7m6oqipOEMhkMmI7ACcBiIhODwz6y4xBn4iI6MSbuWUg7SOQJAk8zxPHE9ZqNbiuC9/3Ua/X4TgOms0mRkZGjvtEAqPdRtfEBEpTwb+rUkFXpYLy+Diy82xJiCUJE6USxrq7MdbTg7Hubox2d2OsuxveLMcfSpKErq4u9PX1iVMCBgYGYFkWSqWSOCEgk8lAkiTxlYiIVg4G/WXGoE9ERHTq6NwqAEyeQuC6LqIoQqvVgu/7CMMQjUYDcRyjUqmIpoPDw8M41n8u6a6LrvFxlKeCf9f4OMpTN2NqLLNpZLMY7enBaG8vRnp7MTL1/cxtACnDMDA4OIhCoQDLstDT0wPbtpHP58UJAZ3bADgJQER0amLQX2YM+kRERCtLukUAgDhdIK0MaDQaCMMQQRCIXgETExNoNBoYHx9ffDPBJEG22UT36Ci6x8bQMzaG8tgYekZHkW805nxaLZ/HSG+vmAA41NeH0Z4exLNsAQAmtwH09vYin88jl8shn8+jp6cHlmXBtm1R/t95MgAnAIiITl4M+suMQZ+IiOj0km4NACCOFUySBPV6XVQE+L6PKIrQaDRQq9XQbDZx4MCBRW0P0DxvMvyPjKC34zbXBECUyWCsuxuH+vtxuK9v8mt//+SRgHPo6upCoVBAoVBAsVhENptFT0+P2BKQrv53HtE41zGORET02GHQX2YM+kRERNQpnQhIGweGYYh2uy0mATzPQxAECMMQY2NjaLfbGB0dxcTExIJeX3cc9I6O/i78Hz6M/kOH5twC0MhmMbxq1e9uAwOo5/PAHCv2qqqKkv+0CiCdCNB1fVr5fxr6Gf6JiB5bDPrLjEGfiIiIFsLrCOLtdlucHtBqtUT4d11XTAJMTEygXq9jdHT06EcJJgkKtRr6Dh1C/+HD6Dt0CH2HD6M8x4kDLcsSof/g1NdaoTBn+AcgjgLs7u4Wnf/TioC0+Z8sy9MaAKanARAR0dJi0F9mDPpERER0vGabBPA8D57niW0ArVZLTALUajWMj4+LyYC5qJ6HvsOHsWp4WNx6R0aQmeWffU3bxoHBwcnb0BAODAzM2vW/U6FQgGEY6OvrQ3d3NwzDQHd3t2j+x/BPRLQ8GPSXGYM+ERERLZfOCYB01d/zPCRJgna7LRoDOo4D3/fRbDZRrVZx4MCBORsDKkGA3sOHMTA8jFUHD4rwL09VGHQaK5exf2gIBwcHsW9oCIf7+pAcpUw/m80im82ir68P5XIZpmmip6cH2WwWuq5DlmWGfyKi48Sgv0y2bt2KrVu3Iooi7Ny5k0GfiIiIHjMzJwAAoNlsIkkSEfzTrQCdpwPs3bt31gkAJQjQf+gQBvfvx+CBAxg8cABds/QM8FUV+4eGsG/1auxbswb7h4bmPOqvU6FQQKlUQrFYRLlchm3bGBgYgKZp0HVd7Pdn+CciWhgG/WXGFX0iIiI6WaShv/Nr2hAwnQDo3BJQq9VQqVSwd+9ecZJAymy1MHjwIAb378fQ1G1mw78EwEhvL/atWYO9q1djz9q1qBeLRx2nbdui238ulxMTAMViEaZpitDf+RUAwz8R0RQG/WXGoE9EREQns9nCPwAxAZCu+DuOA8dx0Gg0MDExgZGREdRqtd+9UByjZ3QUa/btw+q9e7F6375ZV/0nikXsWbsWj65bhz3r1qFaLM7b5C9VLBZFd/+003+66m+aJiRJOqLTP4M/EZ2uGPSXGYM+ERERnYrmWv0HAMdxRNO/JElQrVYxPj6OkZERVDo6+duNBlbv24c1+/ZhzZ49WDU8fESjv1o+Pxn6167F7vXrUe3qWtD4CoUCTNNEqVRCLpdDuVzGqlWroOs6LMtCJpMRzf4AcNWfiE4rDPrLjEGfiIiIVorO0N+58g8Avu+Llf92u41KpYJarYZqtYqRkREAgOZ5WL13L9bt2YO1jz6KgYMHj2jyN1Es4pENG/DIhg3YvX49HNte0Nhs24ZhGGKPf29vLwYHB48I/un+fgZ/IlrJGPSXGYM+ERERrVTzlf0DQBRFqNfrSJIEIyMjaDabqFQq4nvV9zG0b58I/kP79x8R/If7+7F7KvjvWbMGoaYtaGymaYoV/0KhgJ6eHpTLZeTzedi2fUTwT78y+BPRSsCgv8wY9ImIiOh0Ml/4j+MYvu+j1WqhXq+j3W5jZGQE1WoVhw8fhup5WLtnDzY88gg2PPII+qYqAVKhLGPP2rV4+Mwz8fDGjRjr7l7Q/n7gd8G/WCyK8D80NATbtmdd8WfwJ6JTGYP+MmPQJyIiotNdZ6l/59F/YRgijmO0Wi20221Uq1VUq1Vx1J/dbGL97t2TwX/XLhTq9WmvWy0U8PDGjXho40bsXr8ewQJX+4HJ4G9ZFrq6usTRfkNDQ6LUP+3onzb4SwM/gz8RnQoY9JcZgz4RERHRdPPt9Q/DUBzt57ouRkdHUa1W8ciuXSiPjWHjww/jzIcewto9e6B0HPmXrvY/tHEjdmzevOCmfild19HV1YVCoYBSqYTBwUEUCgXYtg1d18UKPwAGfyI66THoLzMGfSIiIqL5zRX80yP+giBAo9EQpf4TExM4+NBDWLd7twj+pWp12mse7u3Fzs2b8eDmzTg4MAAsMpCbpone3l7kcjl0dXVhzZo1yOVy0HUdqqqK8v7Opn4M/UR0smDQX2YM+kRERESLMzP4p6EfmFzxb7fbaLfbaDQaGBkZQavZROPOO7HxoYewaccOrN2zZ9oxfo1sFjs3b8aOzZvxyPr1iFR10WPq6+tDoVBAV1cXBgYGUCwWkc1moWnatJDP1X4iOhkw6C8zBn0iIiKi49MZ/B3HATB9xd91XdRqNTSbTdTrdRz87W/Rf9dd2LRjBzY+9BB03xev5asqdm7ahO1btuChjRsXta8/pSgK+vr6UCqV0NfXh6GhIWSzWaiqCk3Tpu3tB7jaT0SPPQb9ZcagT0RERLS00uDvOM4RK/61Wg1xHKPdbmN8fByNsTF4P/oRztqxA5t27JjW0C9QFDy0cSO2bdmCnZs2IdD1YxpPd3c3urq60N3djaGhIRSLRRiGAV3XRYl/Zxd/hn4iWm4M+suMQZ+IiIhoeXWW+DuOI0J/WgHQaDTgeR7arRbqP/0phn71K5y9bRu6JibEawSKgofPPBPbt2zBjk2b4BvGMY0ln8+jVCqhp6cHg4OD6O7uFg39Zgv9AEv8iWjpMegvMwZ9IiIiosdOGvjTkJ+G/iRJRCf/druNRr2O6M47Ufrxj3H2b3+LcqUiXiOUZezYvBn3n3suHt64EZGiHNNYNE1DqVRCf38/BgcHxT5/RVFE0GfoJ6LlwKC/zBj0iYiIiE6czvL+dH9/kiSoVqvwPA/1eh1hECC+914Uf/xjnHHnnegeH//d8w0D27Zswf3nnos9a9cuunt/SlEUsad/1apVGBwcRLFYhCRJ07r4M/QT0VJg0F9mDPpEREREJ4d0hT8N/8D00J+W92fuuw+l730PZ9xxB/KNhnh+LZ/HA+ecg/vPOw+H+/oASTqmcWQyGRSLRfT29mL16tUM/US05Bj0lxmDPhEREdHJJw38c4V+13XhNJvQf/1rdP3gBzjjrrtgTD0OAA719eGeCy7AfeeeC8e2j3kckiQhn8+jt7cXGzZswKpVq0To7+zgz9BPRIvBoL/MGPSJiIiITm6doR+Y3Oefhv5mszl5hF+thuwtt6Dnppuw9r77oEQRACDKZLBj82bcc8EFePiMM5BMHal3LGRZRj6fx8DAAIaGhkTo71zlZ/d+IloIBv1lxqBPREREdGpIj+nrXOX3PA++78NxHNRqNQRBgGBkBOUf/QgDP/oRevfsEc9vZLO49/zzcc8FF2C8u/u4xqKqKrLZLNatW4c1a9agu7sbuVxu2io/Qz8RzYVBf5kx6BMRERGdemYL/a7rwnEctNtttFotOI4Deds29P/gB1h7yy0wm03x/L2rV+POJz4Rv92yBZGqHtdYDMOAbdvYvHkzzjjjDLHKn3bvl6Z6BTD0E1GKQX+ZMegTERERnbrSwJ8e2QdMBn7P89But9FsNtFoNODUaijddhsGfvADDN5/PzJTx/q1TRP3XHABfnPhhZgol497PJZloaenB2vXrsW6deuQz+eh6zoUReF+fiISGPSXGYM+ERER0cowM/R7ngdJksRK//j4OBzHgb9nDwZ+8AOsv+km2B1H9e3asAG/uegi7Ni06bj28gOTTfxs20Z/fz+Ghoawfv16FAoFaJomwj1L+4lOXwz6y4xBn4iIiGhl6Qz8AESXfs/zRGl/u92G02wie+utGPzOdzBw332Qpv45Xc/lcNcTnoA7n/hENHO54x6Pqqool8vYsGEDzjzzzGml/ekqP8DSfqLTCYP+MmPQJyIiIlq5Zgv9vu+LVf5KpYJ2u43kkUew6sYbse6nP4VRrwOY7Nj/wDnn4NdPfjKGBwaWZDymaaK3txfr16/HunXrRAM/VVUZ+IlOIwz6y4xBn4iIiGjlmxn4AcD3fXieJ47pazabcKpV5H/6U6z77nfRu3OneOyeNWvwqyc/GTvOOgvJEgRwSZLQ3d2NwcFBbNy4EX19fUfs5QcY+olWKgb9ZcagT0RERHT6mCvw+76PIAgwNjYmSvszd92FNf/931j9v/+LTBQBACaKRdz+e7+Hu5/wBHiGsSRjSlf5N2zYgHXr1k3by8/AT7QyMegvMwZ9IiIiotNTGIbTAr8kSWKVv1KpoNlsotVqIdizB/3f/CbW/+hH0KeO6PM0DXdfcAH+9ylPQb1YXJLxqKqKYrGINWvWYPPmzSiXy9B1HbIsH9Gxn4Gf6NTGoL/MGPSJiIiITm+zrfIDQBAEmJiYwPj4ONrtNryJCRS++11suPFGFPbvBzC5j//+c8/FL5/2NIz19i7ZmIrFInp7e7F582asXr0apmmyrJ9oBWHQX2YM+kREREQEzB74JUlCEASo1+sYHx9Hs9lEu9WC9YtfYN1//if6fvtb8djtZ52FX/z+7+Pg0NCSjSmbzaJYLGLTpk0YGhpCqVSCpmlilR9g4Cc6FTHoLzMGfSIiIiLqNFfgl2UZjuNgdHRUrPIrd96JNf/+7xi8/Xbx2D1nnomfP+Up2L1hAzAVxo9XJpNBT08PBgYGsGnTJvT29sIwDAZ+olMUg/4yY9AnIiIiotnMFfglSRL7+MfGxuB5HqIHHsDQ17+O1bfcIhr3HV69Gjc/7WnYsXnzkgV+ACiVSli9ejXOOOMM9Pb2IpvN8ng+olMMg/4yY9AnIiIiovnMF/gBoFKp4MCBA/A8D8Ejj2Dg61/H2ptuguL7AICRoSH89A//EDvOOGNJA3+xWERPTw/Wrl2LjRs3wrIsKIoyLeDP/JmITg4M+suMQZ+IiIiIFmK+kv44jlGpVDA6Oopms4lweBg9/9//h/Xf/S5U1wUAHF6zBj+7+GI8uG7dkgZ+27ZRKpWwfv16bNy4EeVyGYqiIEkSrvITnaQY9JcZgz4RERERLcZsgT/dK58G/rGxMTQaDYSHDqH3a1/D+u9+F4rnAQAOrVuHX1xyCbYPDSFewn/C27aNQqGAoaEhbNmyBcViEaZpMvATnYQY9JcZgz4RERERHYujBf56vY5Dhw6h0WggGh5G77/+K9b9z/+Ikv5DGzbglj/+Y+xatw7+1LWlYNs28vk8Vq1ahTPOOAM9PT3IZrPIZDIM/EQnCQb9Di960Yvws5/9DM985jPxjW98Q1zft28fXvWqV2FkZASKouC9730vXvrSly7oNRn0iYiIiOh4zAz8nYE6SRJ4nodDhw6hVqvBffRRrPra17Dme9+DPBXu9511Fm79P/8He8tleFOr/ktB13V0dXWht7cXmzZtQrlcRj6fZ+AnOgkw6He4+eab0Ww28dWvfnVa0B8eHsbhw4fx+Mc/HiMjI3jCE56AHTt2wLbto74mgz4RERERLYU4jhGGofg5Dc+SJInAf/DgQTSbTbi7d2PV9ddjzfe/j8zUcx560pNw23Oeg8OmCcdxlmxciqKgXC6jv78fmzZtQnd3N3K5HAM/0QnEoD/Dz372M3z2s5+dFvRnOu+88/A///M/WL169VFfj0GfiIiIiJbSzMCfduhPA3+j0cDY2BiazSacbduw9l/+BYM//zkAIFIUbP+jP8Kvn/lMVGUZrVYLS/XPfEVR0N3djf7+fmzcuFEEflmWxWMymQwURVmS9yOiuS00h57wqbdbbrkFz3ve8zAwMABJkvDtb3/7iMd87nOfw/r162EYBi688ELceuutSz6O3/zmN4jjeEEhn4iIiIhoqWUyGWiaJlbHkyQRpf2ZTAb5fB7r16/HunXr0PukJ+HQJz6B2z//eYyefz7kMMQ5P/oR/uL978cf/OpX6M3ljgjjxyoMQxw6dAgPPPAAbr31VvzqV7/Cww8/jGq1iiiKAExOUvi+P22igohOnBM+7dZqtXD++efjr/7qr/DiF7/4iPtvuOEGXHHFFfjc5z6Hpz3tabjuuuvwnOc8B9u2bcOaNWsAABdeeOGs+5J+9KMfYWBg4KhjGB8fx1/+5V/ii1/84pyP8Txv2nvU6/WFfDwiIiIiokVRFGXa/v0kSRCGIWRZFoE/l8uh2WxiNJ/HngsvxP6f/AQbvvAFFHbvxhO/8Q2c9ZOf4O4Xvxj3n38+XN+H7/vHvY8/DfxjY2M4dOgQVq1ahQ0bNqCvr0807UsDv6IoLOcnOoFOqtJ9SZLwrW99Cy984QvFtSc96Ul4whOegM9//vPi2tlnn40XvvCF+MhHPrLg156rdN/zPFxyySX467/+a7zqVa+a8/nvf//78YEPfOCI6yzdJyIiIqLlMl/DPmBy1b9er2NsbAz1ahXGN7+JDV/5CqzRUQDAyIYNuO3lL8fw6tVotVqIoghRFCEIguMem6qq6OnpQX9/P84880z09/cjm81O2zLAwE+0tE6Z0v35+L6PO++8E8961rOmXX/Ws56F22677bhfP0kSvOY1r8Ef/dEfzRvyAeBd73oXarWauO3bt++435+IiIiIaD7p3vd0/3scx4iiCEmSiHPuC4UC1q1bhzXr1kF97Wux/Vvfws7LLkNomuh95BG88CMfwTP/7d+wWlVRLBahaRosy4Kmacc1tiAIcPDgQezcuRO333477rrrLuzfvx+e54nJiDAMEYbhtKMEiWj5nfDS/fmMjY0hiiL09fVNu97X14dDhw4t+HUuvfRS3HXXXWi1WhgaGsK3vvUtXHTRRfjlL3+JG264Aeedd57oDfC1r30N55577hGvoes6dF0/rs9DRERERHQs0v37aWhOg7Msy5AkCbIso6urC7lcDtV8HhNveQvufcELsOr//l8M3HQTNt12G9bddRfue8EL8NtnPhNuHKNer0OWZXied1xBvNlsotlsolKpYP/+/Vi/fj02bNiAQqEATdOm9Rlgh36ix8ZJHfRTneVJAMTs5UL98Ic/nPX67//+73N2kYiIiIhOGTP370dRJMr508mAnp4e5HI5VLJZjH/iExj93//F2k98AsWdO/HEG27Axp//HLf/+Z/j0bPPRhzH8DwPjuPAdd3jGlu9Xhe3ffv2YdOmTRgcHEQ2m4VhGNMCPzv0Ey2vk/q/sO7ubsiyfMTq/cjIyBGr/EREREREp4N0VTw9jq9z/366Wm6aJgYGBpDP51Gxbey56CIcuuEGrLvuOhQOHcIln/wk9p1/Pn71ilegWipB0zToui6a9h3PYlilUkGlUkG9Xsejjz6KjRs3oqenB/l8Hrqus2Ef0WPgpP4vS9M0XHjhhbjpppumXb/pppvw1Kc+9QSNioiIiIjoxJt5HF8a/IHJilhJkpDL5bB69Wr0rVoF7W/+BjtvvBH7Xv5yxIqC1ffeixe997244Ec/Qs4wYJomLMtCqVSCZVnHPb6RkRFs27YNv/rVr3DHHXdg3759qNVqYozcv0+0fE74in6z2cTDDz8sft69ezfuuecedHV1Yc2aNbjyyivxqle9Ck984hPxlKc8BV/4whewd+9e/O3f/u0JGe/WrVuxdetWcWYoEREREdGJNF85PzA5IdDd3Q3XdWGaJhpXX43fvuQlGPrwh1G6+2488RvfwIZf/Qq3/eVforJ5MzzPgyzLUFUV7Xb7uDv0Hz58GIcPH8bY2Bg2bNiAtWvXolQqIZfLcf8+0TI54cfr/exnP8PFF198xPVXv/rVuP766wEAn/vc53DNNddgeHgY55xzDj75yU/iGc94xmM80ukWeqwBEREREdFjpXNVH4DYC9/5T/5Go4FarYZ2qwXthhuw+lOfglavI5Ek7Lz4Ytz54hfDndpTH4YhfN9Hq9WC7/vHPT7bttHd3Y2NGzdicHAQPT09UFVV3M/9+0TzW2gOPeFB/1TFoE9EREREJ6PO1X0AYnVfkiQR+OM4RqVSmQzwBw+i8OEPY9X3vw8AcIpF3PHKV2Lfk58M1/MQBAFkWUa9Xke73V6SUvtSqYSBgQGceeaZ6O3tRS6XEydccXWfaG4M+suMQZ+IiIiITmZHW91PkgSu62JiYgKtVgvSz3+OoQ99CPa+fQCA/eedh//9i7+APzAA3/cRBAHCMES9XofnebO+p6Zpi1r57+/vx5o1a7B+/XqUy2Vks1nIsgyAgZ9oNgz6y4xBn4iIiIhOdgtZ3U+SBPV6HdVqFW6thvznPoeBr34VmSBAaBj49Utfiof/6I8QxbF4nud5aDQacBxn1vc1DGPBx/UZhoFyuYwzzjgD69evR7FYnNYMkOX8RL/DoL/MGPSJiIiI6FQx2+q+JEliAiBJEvi+j1qthkajgXj7dqy66ioU7r0XADD8uMfhf1/3Oji9vYiiCEmSQJIkVKtVNJvNWRv2ybIMWZYXvMKfy+XQ39+Ps88+G729veI4PoCr+0QpBv1lxqBPRERERKeSha7ut9ttVKtVtBoNZK+/HgOf+Qxkz0Ngmrj9ZS/D7mc+E5AkeJ4nOvM3m020Wq1Z3zefz6PVai341KpyuYzNmzdj7dq16O3tha7r08r5ubpPpzMG/WXSebzezp07GfSJiIiI6JRytL37kiQhDENUKhU0m02E27dj4D3vQf7++wEAw+edh1v/8i/h9faKiYO0WV+r1ZqzZD+fz6Nery9ojLquY3BwEGeccQYGBweRy+WQzWYBcHWfTm8M+suMK/pEREREdCoLw3Da6r4sy0iSZNrqvuM4mJiYQLNWQ/766zHw2c8i4/sILAu3//mf49E//EOxuq/rOuI4xuHDh+E4zqzd+fP5PDzPm7OZ30zFYhFDQ0PYtGkTuru7USwWubpPpzUG/WXGoE9EREREp7rFru7H27Zh4D3vQfaBBwAAwxdcgF/+1V/BLZUQxzGSJIGiKKhWq2i322i320e8ZyaTQbFYRL1en/be8+nv78emTZuwfv16sXdfVVUxZq7u0+mCQX+ZMegTERER0Uow2979mav7ANBqtSab71WrKHzpS1j1+c8jEwTwCgXc8prXYOSiixCGIZIkgWEYCMMQExMTqNVqs+7PL5VKAICJiYkFjdMwDJxxxhnYtGkTenp6YNs2DMMQY2Y5P50OGPSXGYM+EREREa0kM0v509A8c3V/dHR0sjT//vsx9I53wHroIQDAw3/yJ7j9xS9GouuiwV8mk0GlUoHjOHBdVwT+9H5N05DP51Gr1Wbt3D+bvr4+rF27FmeffTaKxSJUVeXqPp02GPSXGYM+EREREa00RzuGLw3orVYL4+PjcKtVdP/TP6Hn618HANTWrcNPL7sMjdWrAUwesaeqKnzfR6VSQb1en3V1v1gsQlEUjI+PYyHxxDAMbNiwAZs3b0ZXVxfy+fy01X3u3aeVikF/mTHoExEREdFKdbRGfQAQRRFGR0fRarUg//CHWHPVVVAnJhBpGu599aux/RnPQEaWEUWROMqvVquh2WzC932xgi9PPUZVVRSLRQRBgGq1uqBx9vT0YO3atXjc4x4H0zSRzWahqipL+WnFYtBfZgz6RERERLSSda7uz1XKH0UR6vU6qtUqwv370f/Od6Lwq18BAIaf9CTc+upXw7VtyLKMIAhgmiZc10W9Xkej0RBhP60UACZL8+M4Rq1Wg+/7Rx2nYRiilL+7uxu5XI6r+7RiMegvk61bt2Lr1q2Iogg7d+5k0CciIiKiFWtmo76Zpfypdrs9Gd5rNeS//GX0f/rTyIQh3HIZt73hDTi4aZOYGLBtW4T9drsN3/dFoFdVFUmSIJfLQdM0RFGEsbGxBY111apVWLt2Lc466yyYpgnbtrm6TysOg/4y44o+EREREZ0ujlbKn8lkEAQBxsbG0G63kdx1F1a/4x0wHn0USSaD3/75n+PeSy9FjMlS/TiOYZomGo0G6vU6ms2mWN1Py/wlSUJPTw+SJEGz2USz2TzqOC3Lwvr163HOOeegWCzCMAxYlgWAjfpoZWDQX2YM+kRERER0OllIKX8cx6JRnz8xgZ6rr0b5O98BAIw8+cn46atfjSiXE6X6hmHA8zyMjY0hCAI4joMoiiBJEjRNgyzLME0TqqoiCAKMj48vaKxDQ0PYtGkT1q1bB13Xp63us5SfTmUM+suMQZ+IiIiITjcL7crvOA5qtRoajQbs//gPDH7kI8j4PtqrVuHWN78ZY0NDojIgfU66uh9FEVqtFoDf7bFXVRWlUgm+72NiYmJBR/Hl83msWbMG5513njiGz7IslvLTKY1Bf5kx6BMRERHR6WoxpfyO4yD+zW+w5soroR88iFjXcc/f/A0efPKTpz3Wsiw4joNqtQrHceA4DpIkgaqq0HUdcRyjUChAkiQEQYDR0dGjjtM0TfT392Pjxo1YvXo18vm8OPKPpfx0KmLQX2YM+kRERER0OpsZ9hVFQRzHc5byB4cPo//tb0fhF78AAOx/znNw25/9GQJZFoFb0zS4rotqtQrf9+E4jli913UdmqZBURRks1kxkdBZYTCX3t5erFmzBlu2bIFt2yzlp1MWg/4yY9AnIiIiotPdQvbtA0Cr1RJd+Yuf/zz6tm6FlCSob9yIX7z5zaiWSojjGLIsi5X29Ag+z/PQbrcBTG4VsG0bpmmKrvzpHv+jsW0b69atw8aNG9Hf3w9d10W1AEv56VTBoL/MGPSJiIiIiI5+BF/aQb+zlD/zk59g6B3vgFqtIszl8OsrrsCes85CHMfIZDKitL7dbqNarcLzPLiuiyAIoOs6DMOAoigwTROyLMPzPIyOjiKKoqOOd3BwEBs3bsSGDRtgWRYMw2ApP50yFppD+ZdMRERERETHLC1/T0NyGIZIkkQck5ckCeI4hqqq6OnpQVdXF+JnPhOP/Nd/oXXuuVAaDTz1Qx/CBbfcgsxUBUAURQjDELlcDl1dXchms7BtG5qmwfM81Ot1BEEA13Xh+z4Mw0Bvby90XT/qeA8cOIDt27fj/vvvR7VaRavVQrvdRhiGC9oGQHQq4Ir+MeKKPhERERHRdEfbt5/JZERX/UajgValgp6rrkLXt78NADj43Ofitle+En6SQJIkZDIZaJqGOI7Fyr7jOGg2mwAm9+3ncjkYhiEaAnqeh8OHDx91rF1dXejv78emTZtYyk+nDJbuL5OtW7di69atiKIIO3fuZNAnIiIiIuqw0H37nuehUqmgUa+j8OUvo//aayHFMeqPfzx+8Za3oK5pCIIAiqKIlfp6vY5WqyWa/KX3Z7NZqKoqmvX5vo/R0VH4vn/U8a5ZswYbNmzA+vXrYds2S/nppMagv8y4ok9ERERENLvOsA8sbN++/MMfYvXb3w651YI/NITb3/Me7M3nIUkSfN8XnfJbrRaazaboyu95HgCIlf3OsF+v11Gv14863lWrVmHNmjXYuHEjcrkcNE2DZVkM+3TS4R59IiIiIiI6Iebbtw9Mru4nSTJt33506aXY/fWvwxsagrZ/P57y1rfivL17oSgKNE2D7/vwfR+5XA6FQgGGYSCbzcKyLERRhHq9Dtd1xUq/qqoolUro6+s76niHh4fx8MMP46677sL4+Dgcx0G73YbjONy3T6ckBn0iIiIiIlpyC23Sl5bed3V1QXrc47DnP/8TzSc+EXK7jce9+9246Gc/gyLLkCRJ7O83TROlUgmyLMOyLBQKBciyjFqthkajAcdxRNi3bRuDg4NHbdQ3Pj6OHTt24I477sCuXbvEsX6e503rPUB0KmDQJyIiIiKiZTMz7EdRJMI+ABH2c7kcent7Ya1ejf1f+hIqL3kJpCTBus99Dn/0b/8GS1GQJAmiKJo8oi+TQblchmVZ0DQNxWIRiqKI1f0gCBCGIRRFgWVZ6O3thW3b8441iiLs3r0bjzzyCLZt2yaqBJrNJsM+nVKUEz0AIiIiIiJa2dLu+2lYTgN42pE/jmPIsoxsNiv284/+4z/C27QJ/R/9KMo33og/Gh3FrVdcgbokIQxDBEGAbDaLYrGITCYjKgZc10UYhqhUKiiXy6KKQNM0dHV1wTAMjI+Pzzve3bt3w3VduK6LTZs2oVgsot1uQ1VVmKbJfft00uNfKBERERERLbu0lB/4XbO+mSv7SZLAMAyUy2Xk8nm0X/ta7N26FZFpIverX+HiD3wAa1QVmUwGsiyL/fj5fB6macI0TeRyOaiqClmWUa/X0Wg0EAQBkiSBrusoFAoYHBw86niHh4fxyCOP4O6778bBgwe5b59OKQz6RERERET0mJgt7KfXgd816TMMQzTpCy+5BHuuvx5BVxfM7dvxxDe9CZuTRGwJCMMQYRjCsizYto1MJiM656dhv1arod1uIwxD2LYt9u2bpjnveMfGxrBv3z7ce++9eOSRR47Yt090smLQJyIiIiKix0xnk7407M/syB/HMVRVFU36kgsvxJ6vfx3emjXQDh7E+W94A86p12GaJpIkged5cF0XlmWJJn22bUPXdei6Dtd1MTExAcdx0Gq1xPF5vb29KBaL8463Xq9j165d2LVrF3bu3IlGo4F2u819+3RSY9AnIiIiIqLHVCaTETdg9uP3OsN+uVyGetZZ2Pcf/4H2OedArtWw+fLLcc7DD6NQKECa2rffaDSgqiq6urqg6zpUVYVlWaLjfqVSQbvdRrvdhqZp0DQN5XJ5QaX8u3fvxp49e7B9+3aMjo4iCAI0m03EccywTycdBv1F2rp1K7Zs2YKLLrroRA+FiIiIiOiUNd/xewBmPX7PWL0aB772NdSf8QxkPA9nvOMdOOcXvxAN+ZIkQbvdRhAEyOVysCxLNOzTNA2ZTEas7HueJyYbTNPEwMDAUce8d+9e7Nu3Dw899BBGRkbg+z6azSYcx2HYp5OKlCRJcqIHcSqq1+soFAqo1WrI5/MnejhERERERKeszhL4tOt+ul8fmJwUiKIIQRBgfHwcrVoNPVddha5vfhMAMPLXf427XvQi1BsNxHEsmvxpmgbHceD7PjzPQ7PZFK9TLpeRzWYhyzIMw0Cr1UK73cbo6Ch83593vN3d3ejr68PGjRtFJ3/LstiRn5bdQnMoj9cjIiIiIqITSlGUI47eS/fwdx6/J8syyuUyJElC5SMfQbRqFXo++1n0/su/4PcqFTxw+eUYHhkRz9N1HbZti4mDbDaLZrMJWZZRq9VEx34AyOVykCQJiqJgZGQEjuPMOd6xsTGEYQhJktDf3481a9aI+3RdFw0HiU4U/gUSEREREdEJt5Cwn8lkYBgGurq6MCFJqF9xBaL+fvS9733o+uY3cZ7rQn/nO7H/8GEEQQDHcaBpGrLZrDjGL5fLwXVdKIoiwnwul0Mcx2KFv6enB/V6HdVqdc7xVqtV1Go1MeY07AdBgGw2y7BPJxT/+oiIiIiI6KSwmLBfKpVgmiYqf/ZnOGBZGHz721H8n//B2a4L5eqrsefQIfi+jyAIIEkSDMMAAFHW77ouTNMUx+6lK/rpEX2qqkJVVYyOjs453iRJ8OCDDyIIAvi+jzVr1qBYLKLZbDLs0wnFvzwiIiIiIjppzAz7adO+2cJ+uh++8vznY79pYvDNb0b+Jz/BZteFfM012Ds2Btd14fu+WLGXJAmSJCGTyYjV91arhWq1Kl6/UCiISQZN03DgwIF5x7xr1y5EUQTf9zE4OIhVq1ah2WxC13WYpvlY/NqIpmGnCCIiIiIiOqkoiiJWwzsDf1p+nzbu0zQNlmWhq6sL/iWXYP911yEyTWR/+UtsetObsLZUgm3b4nVbrRY0TYNhGJBlGbZtQ9M02LaNJElER/56vQ5FUUTn/qGhoaOO+dFHH8WhQ4ewb98+HDx4EI1GA57nzbvXn2i5MOgTEREREdFJJ13JB+YP+7qui+P3gqc/Hfu++EVE2SysO+/Epje+EattG9lsVhy/53memCCIogimacK2bViWhSRJUKvV4HkeGo0GwjBEqVSCZVlYvXr1Uce8d+9eHDhwALt27cKhQ4fQaDR4/B6dEAz6RERERER0UlpI2E+SBKqqirAfPelJ2Hv99QiLRZj33YfNf/u3WGua6OrqEsf0ua4rJggAQJZlEfjjOMbExATa7TZc14XruigWi7AsC2vXroWmafOOeXh4GGNjYzh06BAOHjwI3/fRbDbheR7DPj1mGPSJiIiIiOikdSxhP37847Hnq19F0N0NfccObLzsMqyKIpTLZciyjDiO4XmeKN+XJEmE/XRlv16vTwv7aRn/wMAALMuad8zDw8PYv38/hoeHcWiqKSBX9umxxKBPREREREQntcWG/XK5DPm887Dna1+Dv2oVtEcewabLLkOf56FcLkPTNMRxjCiKAACWZUGWZSiKAtM0RaO/Wq2GVqsF13URBAFyuRxs20Zvby9KpdK8Yx4ZGcHevXuxd+9e7N+/H41GA+12G/V6nWGflh2DPhERERERnfQWE/Zt20axWIRy1lnY+7WvwVu9Gur+/dj0d3+HvjAUXfXToC9JEkzTFO9hmiZM04Qsy2g2m2i1WgiCQJTxp5UD3d3d8455YmICu3fvFo36Go0GgiBg2Kdlx6BPRERERESnhGMJ++qZZ2LfV78Kf3AQ2t692PR3f4d+AL29vZBlGb7vA5jcp6/ruljZNwwDlmVBkiQ0Gg1UKhUR0guFAvL5PPL5PAYGBuYdc6PRwI4dO0Q3/mq1yrBPy05KkiQ52oO+853vLPqFL7nkkhV9ZmT6H3itVkM+nz/RwyEiIiIiOm2kIR/4XfhPQ356TZIkBEGAVquFRqMBf+dOrH7Vq6AND8M780w8/IUvoG4YGB4eRhRFkGUZmUwGYRjC930Rwh3HQbvdRhzHMKea+imKgkKhgCAIMD4+DsdxcODAgaOO+6yzzkJ3dzcGBgbQ3d0NVVWRz+eRyXD9lRZmoTl0QUF/sX94kiThoYcewoYNGxb1vFPB1q1bsXXrVkRRhJ07dzLoExERERGdAMcU9rdvx5pXvQrqyAi8zZsnw76qirCfyWREsz7XdSFJkgj+zWYTvu8jl8uhVCpB13Xk83kEQYCxsTG4rov9+/cfddxnnXUWyuUyBgcHkc/nYds2wz4t2EKD/oL/mg4dOoQ4jhd0O1oXylPZ5Zdfjm3btuGOO+440UMhIiIiIjptLbaMP5fLQdm8GXuvv1504z/j7/4O+TjGwMCACPhJkiCTycAwDCRJAl3Xoes6crkcNE1Do9FAtVqF7/uo1+vQdR09PT2wLAtDQ0NHHfeDDz6ISqWCvXv3imZ/LOOnpbagoP/qV796UWX4f/EXf8FVbiIiIiIiWlYzw34cx/OG/UKhAGXLFuz/6lcRdnXB2LYNZ7zhDch1hP0wDCFJEjKZDEzTRBiG0DQNmqYhn89D0zTU63VMTEwgCAJUq1VomoZyuQzbtjE0NHTU1fnt27ejVqth3759GB0dFWHf87xl/53R6WFBpft0JO7RJyIiIiI6OXSW8SuKgkwmM28Zf61WQ3L//Rh61augVKtwLrgAj3zuc2hgspI5CAIYhoEoiiBJElqtFhRFge/7oow/SRKYpolSqQRVVVEsFuH7PqrVKprNJoaHh8WY5nL22WejUCigr68PPT09sG0bpmlC1/Xl/pXRKWrJS/eJiIiIiIhORplMRqyih2E458p+enReoVCAdO65OHD99QjzeZh3340Nf//3sDHZjV/TNHieB1mWkSQJstnstJX9XC4HSZLgOI7ooj82NgZN01AsFmFZFlatWgVVVecdd7qyf/jwYa7s05Ja1Ip+rVbDt771Ldx666149NFH0W630dPTgwsuuACXXnopnvrUpy7nWE8qXNEnIiIiIjq5pCEfmHtlHwA8z4PruqhWq5DuugtDr3kN5EYDrac9DY98+tOouy7GxsZEuE8b9TWbTSiKAtd1EUURms0m4jgW4V6SJJTLZQRBgEqlgna7veCV/XK5jK6uLjHRkM/nubJPR1jSFf3h4WH89V//NVatWoWrr74arVYLj3/84/HMZz4TQ0NDuPnmm3HJJZdgy5YtuOGGG5bsQxARERERES1UGu6B2Vf2kySBJEnQdR2GYaBYLCJ5whNw4ItfRGSasH/5S6x93/uQtSwUi0VRrp+u7KuqijAMYRgGZFlGoVBAJpNBtVqF4zhIkgRjY2PQdR3d3d2wLAsDAwMLWtkfHx9HpVLByMiIaPTHlX06VspCHnT++efjL//yL3H77bfjnHPOmfUxjuPg29/+Nq699lrs27cPb3vb25Z0oEREREREREejKIoI+WEYHrGyn4b/dLW8UCig9nu/h+HPfhYDr3898t/7HlaXSsi8/e0AJquafd+HpmlQVVW8rmmaaLVaKBaLqNVqqNfrYt/+xMQEyuUyuru7MTo6ilWrVmF4eBhBEMw57u3bt+Pss88GMLnVoL+/H/V6nSv7dEwWVLo/OjqKnp6eBb/oYh9/KmLpPhERERHRyatzRT9d1U/L+tOu+kmSwPM8OI6DSqUC6//9P6x661sBAKNXXIHDr3sdKpWK6LCv6zqiKAIwudApyzKCIEAURWg0GgAA27Zh2zZUVUW5XIbv+xgdHYXrujh48OC8YR9gGT/Nb0lL9xcb2ld6yCciIiIiopNb50p+HMci3AMQK/tpGb9pmujq6kL7BS/AyHveAwDo+dSn0P2tb4nQraoqXNcVlQGmaSKKIrHSn81mRYf+RqOBKIowPj4OXdfR19e36DL+Wq3GMn46Zovuup/Ogs12fe/evcc9ICIiIiIioqWQBvu03H6+sG8YBrq6utB63esw/vrXAwD63v9+FG++GV1dXSiVSqIxnyRJSJIEhmGIRnvphAEABEGAarWKMAxFN/6+vj4YhoGBgQHIsjzvuLdv346RkRG0Wi0R9pvNJsM+LdiCg369XsfLXvYy2LaNvr4+XHXVVaJsBZgs11+/fv2yDJKIiIiIiGixMpkMFGWyLdlcYT9t0KdpGgzDQDabRf3tb0f1pS+FFMdY9da3InfXXeju7kZXVxd0XRfhPkkS6LoumvXZtg3LshCGIaIoQrvdRhRFGBsbg6IoWLVqFUzTxODgoBjXXLZv347h4WER9l3XRbPZPGrpPxGwiKD/3ve+F/feey++9rWv4UMf+hC++tWv4gUveAF83xePWcRJfURERERERMvuaGE/LcWXZRmqqsKyLFi2jfF//Ec0nvlMZHwfQ5dfDv3BB1EsFpHP56Fp2rT9/rIsQ5ZlxHEMwzBgWRaiKBLH+Pm+j/HxcciyjIGBAbGyn45hLtu2bcPIyAgajQbGx8fhui7q9TrDPh3VgoP+t7/9bVx33XV4yUtegssuuwx33nknxsbG8LznPU+UkKTHVhAREREREZ0sZob9tGQ/zS9p2FcUBbquI5vNIlssYvT//l+0n/hEZBoNrHv966EfOIByuYxsNgtVVZEkiWj2l76PJEkwDAOapiEIAjiOgyAI4HkeqtUqkiRBb28vDMPA4ODgUcf+4IMPolKpoFqtMuzTgi046I+NjWHt2rXi53K5jJtuugmNRgN/8id/gna7vSwDJCIiIiIiOl6dYb+zI/98YV/L53Houuvgbt4MeWwM6//2b6HX6yiXy8jlclBVVRzhp2ma2AaQhn1VVaeFfcdxUKvVoGkauru7YZomhoaG5h13EATYuXMnJiYmUKvVRNhPX5NoNgsO+qtXr8b27dunXcvlcvjRj34Ex3Hwohe9aMkHR0REREREtFQ6V99nC/vpVuQ0uBeLRWi9vRj+8pfhDw1B3bMHq9/8ZmhJgkKhANM0RYM+RVFgGIbYFpB24pdlGY7joNVqIY5juK6LarUK27bR398P0zSxevXqecftOA4OHDggwn6lUkGj0YDjOMv7C6NT1oKD/rOe9Sx85StfOeJ6NpvFD3/4QxiGsaQDIyIiIiIiWmrpsXvA78r407CfduJPH6coymSZ/po1OPCFLyDK5WDeeScGr7oKhq6jq6sLhmGIY/xkWUYURWLPvyRJyOfzkGUZYRii2WwiSRI4joNqtQpN01Aul2EYxlHD/ujo6Kxhv9lsLvvvjE4987d67PCBD3wABw8enPW+XC6HH//4x7jzzjuXbGAnq61bt2Lr1q3TThwgIiIiIqJTh6IoYkUfwLSgn4b9TCYDXdfFc6pnn42Dn/kMhi67DPnvfAf969fj4GWXoVAoiPAehiGy2SxarRaCIICqqgCAUqmEiYkJhGEI13VhmiaazSYsy0KxWIQkSRgZGcGaNWvmPbJ8ZGQEqqqKyYrOY/qy2ewy/bboVCQlbJV/TOr1OgqFAmq1GvL5/IkeDhERERERLULagR/43f79zhX9zvCfds+v1Wow/+3f0PsP/wAAGP7EJzDx7Gej1WqhVquh2WyKo/Z830cQBNB1XVQOTExMwPd9EfCTJEFPTw90XUej0cDhw4fheR72798/79jXrVuH/v5+FAoF5PN5FAoFFAoFhv3TwEJz6IJX9Dvdfvvt+NnPfoaRkRHxH0Lq2muvPZaXJCIiIiIiesyk4T5d2U+b6qVl+J0l/enKfpIkqL7iFajs2oWur3wFfe96F/xVq5Ccd54o2W+325BlWUwceJ4nGvXl83nUajV4ngfHcWCaJsbHx1Eul0VoO3z4MFatWoXh4eE5x/7oo4+KlX1g+ulnDPsEHEPQ//CHP4x/+Id/wObNm9HX1zftj4rH6xERERER0aliZtifbb9++nPaoM+2bVTf9S6oe/ci95OfYOiNb8Qj//7vKKxejTAMEUURPM8TDfnS1zUMA0EQwLZttFotuK4ruvNXKhV0d3ejVCohjmOMjo6iXC5jfHx8zrE/9NBD0DRNNP9LPw/AsE/HEPQ//elP48tf/jJe85rXLMNwiIiIiIiIHjudYX/mqn66Zz8N+qkkSTD+6U9DfdnLYGzbhrVvfCP2fP3rKJVKiKIImUwGjuOI12q32/A8TxzdF0UR2u02dF2H53kwTRPVahWyLKOnp0csoPq+j0ajMefYf/vb3+L8889HJpOBpmlotVoAAF3XRX8AOj0tuOu+eEImg6c97WnLMRYiIiIiIqLH3HzH7s3sxK/rOrLZLJRCAQf/+Z8R9PZCe+ghDL3lLchEkeiibxgGfN+HLMswDANRFCGOY6iqCsuyYFkWGo0GwjBEu91GEASoVqtwHAflchmFQgHd3d1HXZ2/9957Ua/X0Wq10Gw24fs+6vU6giBY9t8bnbwWHfTf8pa3YOvWrcsxFiIiIiIiohNi5rF7wO+2JneGfVmWIcsyisUi1HXrcPCf/xmxacL8xS8w8LGPQc5kUCgUoOs6bNsW4V7TNFElAAC2bcMwDDSbTXiehzAM4XkeqtUq2u02ent7YVkWenp6jhr27777bhH206aADPunt0V33Y/jGM997nOxc+dObNmy5YiSkP/+7/9e0gGerNh1n4iIiIhoZTnWTvza97+P/je8AVKSYOw978HoK1+JRqMhwjcwOUHQbDbFNgBFUeC6Lur1OgCIKoC0+V+5XAYA7N+/H+12GwcPHjxqcH/CE56AfD6PUqkkOvJns1mW8a8gC82hi17R//u//3vcfPPN2LRpkygp6bwRERERERGditJwD0A00etsdpeuyKdh3DAM5PN5+M95Dsbf/nYAQPmjH4V9++3IZrMibKeTA5ZlIY5jEdg1TUM+nxfX0gZ9ruvCdV0oioJVq1bBMAz09fUddfyHDx+G67pwHAeVSgX1eh2e5y3Tb4tOZote0c/lcviP//gPPPe5z12uMZ0SuKJPRERERLQyda7sz2zOB/xuZT8tt/c8D9WJCXRfeSXy3/kOoq4u7PrP/0QyNIRqtYpms4lWqwVFURBFEZrNJgCIY/vSpnuapkFVVRiGgSRJ0NPTA9M04TgODhw4IL7OPOK807p16zAwMIBSqQRN01AoFFAul9mJf4VYthX9rq4unHHGGcc1OCIiIiIiopPVfM35AIjAnzbn03Ud2VwOlY98BO7ZZ0OuVLD2yisB10U+n4eqqshmswjDEJIkwTRN8doAxH7+dDtAejxfpVKB67rIZrPo7u6GaZoYHByc91jzRx99FIcPH0a9Xke73Uar1UKj0UC73V7OXxmdZBYd9N///vfjqquu4h8KERERERGtWAttzpeGfdu2oeTzOPiZzyAqFKDfdx9WfehDQJKgq6sLqqrCNE1EUQRZlqGqKqIoEq9hGAYsy0IQBAjDEK7rAgBqtRo8z0Nvby96e3uh6zoGBgbmHfuuXbswMTEhegBMTEygVqsxw51GFl26f8EFF2DXrl1IkgTr1q07orHDXXfdtaQDPFmxdJ+IiIiIaGVbbHO+MAwxMTGBzI9/jIHLLoMUxxj9x3/E+EteAs/zxCp7ug2g2WwiiiJx7n1awu84DgqFApIkgWma0HUdpVIJlmXh4MGDGB8fR6PRwOjo6LzjP++889DT0yM6/BeLRXR3d7M53ylsoTlUWewLv/CFLzyecREREREREZ0S0nCflu+nJfzpnv3Okv50v30ul0Ptj/4I41deie5/+id0X3013M2bkTn/fIRhiCRJ0Gq1EIYhTNNEu91GEASQJAmapiGbzSIIAjQaDZimiTiO4XkeKpUKAKCvr09sHfB9H7Vabc7x33fffXjSk54ESZIgSRJarRYymYyoMKCVa9Er+jSJK/pERERERKeH+ZrzdXbln9mcr+fyy5H74Q8R9vVhzze/iaBcRqPRQKPRgO/7otu+4zgAIIJ9EASo1WpipV/TNMRxjO7ubuRyOcRxjOHhYYyNjeHQoUNibLNRFAVPecpTYNs2TNPksXunuGVrxnfHHXfg17/+9RHXf/3rX+M3v/nNYl+OiIiIiIjopDazOV96LS3bn7lfX9d12Nksxj/+cXhnngnl8GEMvuUtQBAgn8/DNE1omoYwDCHLMizLQhiG8H1fVAfkcjm4rosgCJAkCXRdR71eF0fwlUol2LYtjt+bSxiG2LVrF+r1OnzfF8fuNZtNccwfrTyLDvqXX3459u3bd8T1AwcO4PLLL1+SQREREREREZ1MOpvzpWF/tuZ8sixDURRks1nIxeJkc75sFsYdd2DVtdcijmPkcjnoug7TNKeV7EdRJF7HNE2YpgnXdeE4DjzPQ5IkGB8fh+u6yOVyGBgYgGma6O7uhizLc4794MGDGB0dheM4iOMYtVqNQX+FW3TQ37ZtG57whCcccf2CCy7Atm3blmRQREREREREJ5vOLvxxHE8r20+SRJTya5oGWZaRy+WQOftsHP6nfwIAFK6/Hl3f+x5kWUY2m4Vt21BVFbIsi+Cfdt3XNA22bUPTNLTbbURRJLrmN5tNOI6DXC4nOvGvWrVq3rE/9NBDIuy32200Gg124l/BFh30dV3H4cOHj7g+PDwMRVl0bz8iIiIiIqJTQtqcD4Bo0Jc2ugMwbd++oijQNA2FQgHBs5+N8Te8AQDQ8573wHzoIWiaBlVVYRiGmCRIJw0cx4HrumJCQFEUtNttZDIZhGEIx3FQqVTgui5KpRLK5TIMw8DatWvnHf/999+PVqsl3mNiYgKNRoMr+yvQooP+JZdcgne9613TujtWq1W8+93vxiWXXLKkgyMiIiIiIjqZdO7Xn3nMHgDRET8N+qqqIp/Po/HWt6L1jGcg43kYuPJKZKZW5G3bhq7ryGQykGUZhmFAlmV4ngdgsoQ/l8tBkiQEQSD28buui0qlgjAM0d/fj2KxiDiOYdv2vOO/88470Wq1EAQBPM9DrVZDpVJh2F9hFh30P/GJT2Dfvn1Yu3YtLr74Ylx88cVYv349Dh06hE984hPLMUYiIiIiIqKTRmfn/fn266fN+TRNg2nbGLv2WgR9fdB27cLAhz8MSZLEfn3DMKCqKlRVnVbCn4Z30zThOA7CMEQQBFBVFWEYwnVdxHGMYrGIrq4usbo/lyAIcP/998NxHCRJAtd14XmeOOaPVoZFB/3BwUHcd999uOaaa7BlyxZceOGF+PSnP437778fq1evXo4xEhERERERnVQWsl8fmGzOJ8vy5H78Vatw6NprkWQyyH3zm+j6n/9BkiRiVV/TNGQyGZimCcuyRPjOZDKwbXvatbQbf7Vahed5yGaz6O7uRqFQQG9vL0zTnHPstVoNBw4cEGG/Wq2iVqsx6K8gx7Sp3rZt/M3f/M1Sj4WIiIiIiOiUkO7XD8MQYRiKVf7OI/dkWRbH5QGAZVmoPe1pqLzxjSj/3/+L8nvfi/Y550Batw7AZJM93/cRhqF4juu6yGQyMAwDtm0jDEM0m00oioI4jsWxe+lkQKFQgOu6KJfL2L9//5zj37VrFwzDQH9/PxRFmTZRYVnW8v7yaNktekWfiIiIiIiIjr5fP72WNucT+/Xf9Ca0n/QkZNpt9F9xBSTPEyv6lmWJ/fqqqiKTyYij8FRVRTabha7rYg9/HMdot9vTmvP19fXBtu2jVlz/9re/RbPZBAD4vo9Wq8XmfCsEg/4ibd26FVu2bMFFF110oodCREREREQn2NH263c25xP79bNZjFx7LcKuLujbt6Pv4x9HHMfI5/PQNE0059N1HbZti0Z8SZIgn8/DsiyEYQjP8+B5HhRFmbanv1QqIZ/PAwCy2ey840+b86X79Gu1GqrVKsP+KY5Bf5Euv/xybNu2DXfccceJHgoREREREZ0E5tuvnx65B0zfr6+tW4fD11wDAMh/7Wso3XyzaLynaRoMwxCTA51788MwhGEY0HUdjuOISQBgcu99u90WTf7K5TLK5bII/bMJwxDbtm1DFEUAJrcKcGX/1MegT0REREREdBzS/foAxKq6JElHHLmX7tfPZDKTq/J//MeovO51AIDud74T+vAwFEVBPp8Xe/CjKBIl/a7rwvd9GIYBy7Kg6zoajQbiOIbv+6KM33VdFAoFFAoFaJqGQqEwbyf+SqWC4eFh0ZyvXq+L7QJ0alp00N+3b9+0pg633347rrjiCnzhC19Y0oERERERERGdKubbr9955J4kSdA0TezXr7397XAe/3jI9TpWXXklEASifD/dr69pGhRFgSzLaDabolw/Xf13XRdJkiCKIvi+j2q1imaziVwuh76+PliWhb6+PsiyPOf4t2/fjvHxcbTbbQCT1QGVSkX8TKeWRQf9V7ziFbj55psBAIcOHcIll1yC22+/He9+97tx9dVXL/kAiYiIiIiITgXpqv7R9uvLsgxFUSZX6gsFjH7604jyeeh3343ez3wGcRyjUChAlmXRfT89Xk+SJBHs08Z8acBPG/SlYT/dr18oFBDHMXp7e+cd/z333APXdeE4DpvzneIWHfQfeOAB/N7v/R4A4D//8z9xzjnn4LbbbsPXv/51XH/99Us9PiIiIiIiolNGZ9ifa79+uqqf7teXzzgDIx/+MACgeN11KPzv/yKKImSzWZimCU3TAEA053NdV0wk5PN5qKoqjuGLogiSJCGKIrEaXygU0NPTA03TUC6X5xx7HMfYvn07fN+HpmlwHAf1ep3N+U5Biw76QRCIWaUf//jHeP7znw8AOOusszA8PLy0oyMiIiIiIjqFzFbCP9d+/bRjv23bCJ//fFRf8QoAQO/b3w6tVoOu69B1XUweAICqqrAsC81mU4T7tIS/3W4jiiIEQYA4jlGtVuH7PnK5HAqFAvL5vKgMmMvo6CgOHDiAWq2GJEngOA5c12XQP8UsOug/7nGPwz//8z/j1ltvxU033YRnP/vZAICDBw/OOztERERERER0OjjakXvpBEBavq+qKmzbRvW974W3cSPksTH0XXUVojCEaZqwbRu2bSOTycAwDKiqOm2/ftqsT5ZleJ43rdN/rVZDq9VCNptFqVSCZVno7e2Fqqpzjn/Hjh2oVqtIkgSqqmJiYoL79U8xiw76H/vYx3DdddfhD//wD/Hnf/7nOP/88wEA3/nOd0RJPxERERER0elsviP3Ztuvr+s67HIZo5/4BBJFgf3DH6L8gx8gk8kgm82KxyVJAtM0YVkWkiSB7/uQJAmGYUDTNHEEX7ra73meOHKvVCqhq6sLURQddb/+3XffjfHxcbFHv91uo9VqcWX/FCEl6V/YIkRRhHq9jlKpJK49+uijYnbodFCv11EoFFCr1eY9l5KIiIiIiE5PnSv6nav86T79zuDvOA7iOMb4+Diyn/40yp/8JOJcDnu++134fX1IkgSNRgOtVgthGML3fVG+n8vlYNu2eL7jOMjn82JyQJZldHV1wTRNuK6L8fFxjI2NodFooFKpiPGm40uVSiVccMEFKBaLiKIItm2jWCyiWCzOWxFAy2ehOXTRK/rA5KxTZ8gHgHXr1p02IZ+IiIiIiOho5jpyD8CsR+5lMhnk83nU/+7v4Jx/PjKNBvrf/W5kpp6nqio0TUMcx1AUBZZlwTRNUcIPAJZlwTAMtNttJEmCIAjEJEEQBMjn8ygWi8jn82LPfqoz5APAxMQE9u/fj0ajwf36p5gFBf1nP/vZuO222476uEajgY997GPYunXrcQ+MiIiIiIjoVDezhL/z2swSflmWoWkazFwOY5/4BGLDgPnLX6Lr3/9dHKdnGAZs20aSJLAsS1QKpAE8n8/DMAxIkiTK+pMkged5GB8fF/v1u7q6oCgKenp6pjX7m2nnzp2oVCqQJAmqqqJarXK//ilg7v9FO7z0pS/Fy172MuRyOTz/+c/HE5/4RAwMDMAwDExMTGDbtm34xS9+ge9973v4P//n/+DjH//4co+biIiIiIjopJfJZKAoCsIwRBiGIpinATwt409X9dNAXzvrLIy9853off/7UfroR9F48pPhrV8P27YRRREsy0IQBLBtG5IkoVarQVEU+L6PbDaLMAzRbrehKAriOIZhGIjjGJ7nQZZlWJaFcrmM4eFhdHd349ChQ3N+hnvuuQe2bSOXy0GSJLTbbei6DlVVWcJ/klrwHn3f9/GNb3wDN9xwA2699VZUq9XJF5AkbNmyBZdeein++q//Gps3b17O8Z40uEefiIiIiIgWKgxDxHEsgj+AWffrp/vvfd9Ho15H1yteAfuXv4R33nnY/5//CSgKms0mWq0WHMeBpmmo1Wqi6V4+n0c2m0W73UatVoPv+ygWi5AkCbIsI5PJoFwuwzRNtNttjI6OYmJiAvV6HRMTE2K86UREqru7GxdccAHy+TyiKEI2mxXbABj2HzsLzaHH1IwPmDymwXEclMvl0/J/WAZ9IiIiIiJaDN/3Afxulb9zn366yg8AnuchDMPJZnu7dmHoOc+BXK+j+pa34NDf/A0ymQwcxxGd8CVJQqvVQqPRgCzLsG0bhmGIzNZ5jF/aoT+bzULTNDQaDVSrVdTrdQwPD8N13TnHf/7556O/vx/ZbBYAYNs2SqUSisXi8v7iSFjWZnwAUCgU0N/ff1qGfCIiIiIiosXqXMlPj9xLw33n+qumaSKwK2vXYvT97wcAFD7zGeR27ECSJDAMA6qqQtd1yLKMbDYrOu97noc4jmGaJjRNg+u6Yp++qqpwHAe1Wg2SJKFYLCKbzSKOY/T19c27X//ee+9FvV5HGIaQZVlUFnC//snnmIM+ERERERERLdxcXfjTMvnOLvzpXn7bthG8+MVoPOc5kMIQPW97G7QoQiaTgWmakGVZvI5pmjAMA47jiLJ+27ah6zparRaAyaqCJEkQRRHa7TbiOEY2m0W5XIYkSUecrjbTzp070Ww2EQQBgiBAq9VCq9ViJ/6TDIM+ERERERHRY2Tmqj6Aaav66cq+oiiQZXnySD1dx8SHPoSwpwfaww+j65/+CVEUQVVV0WU/3Teflug3Gg24rgvLsqBpGjRNg+/7CIJAvHej0YDnedA0Dfl8HqVSCdlsFt3d3XOOf3x8HPv370e73RbVAvV6XfRwo5MDgz4REREREdFjKA37aYO+hZTw6wMDGPnIRwAAha98BYV77gEA6LoORVFgmibCMEQ+n4emachkMvA8D0EQwDAMZDIZhGEoJhPSW61WQ5IkyOVyKBQKsCwLhUIBhmHMOf4dO3ZgfHxcdPBvtVrwfZ8l/CeRBQf9nTt3Luc4iIiIiIiITgvHUsKv6zqiZz0L1Ze/HADQ/a53QQ1DAEA2mxUd9dOwr+s62u02ms0mDMMQ3fGbzSYAIAgChGGIKIrgOI7Y918sFpEkCXp6eub9DA888ADa7bZ4jVqthomJCZbwnyQWHPQvuOACnH322XjHO96B2267bTnHREREREREtKJ1Bv2FlvBns1nU3/MehL29UB99FMXPfAZRFIlVf1VVkSSJ2KuvaRparRZc14Wu6+Ix7XZbTCikJfxhGCKbzcKyLHR1dUGW5XnDvuu6ePDBB1Gv16GqKnzfh+u6qFarDPsngQUH/fHxcVxzzTUYHx/Hn/7pn6Kvrw+ve93r8J3vfGfeIxiIiIiIiIhouvSIPWBhJfyKokBVVRh9fRi7+moAQPFf/gW5XbuQJAksyxIl/L7vixJ+RVHgeR5834dpmmIyIEkS8b7A5LFtrusim82iUCggl8uhWCzCsqw5P8PBgwcxPj6ORqMBVVVRr9fRbrcZ9E8CCw76hmHgec97Hr74xS9ieHgY3/rWt9DT04N3vvOdKJfLeMELXoAvf/nLGBkZWc7xEhERERERrQiLKeFPS/M1TUPwJ3+CxrOfDSmK0P3Od0LB5MRAoVCAruvIZDIIggC5XE503G82m1AUBaVSCaqqii78aff8IAjgui7CMISu68jlcgiCAOVyWYxxNvfee69Y+E3367OE/8Q7pmZ8kiThqU99Kj760Y9i27ZtuOeee/CMZzwD119/PVavXo2tW7cu9TiJiIiIiIhWnGMt4a9efTWiQgH6Aw+geP31CMMQkiRB13Xouo44jmFZFnRdh6ZpaLfbolN+et1xHCiKgjiOEUURJiYmEIYhTNNEPp9Hd3c3VFVFuVye9zNs374dExMTyGQy8H0fjuOwhP8EW5Ku+xs3bsRb3/pW3HLLLTh48CCe9axnLcXLEhERERERrWgzS/gBLKiEX1uzBmPvfCcAoPjJT8IaHp5Wwm/bNnzfF6v6aRd+z/OQy+UgyzLiOBbH7QGTkwm1Wg2O40DTNNGFv1gsolAozPkZRkdHMTY2BsdxYJom2u02Go2GqBqgx96SH69XLpexcePGpX5ZIiIiIiKiFamzhD8N++nPnav6nSX8uq7Df8Ur0HrKU5BxXXS/+92Qp55TKBSgKAoURUEYhuK4vLSEHwBKpZJY6ZckCb7vw/d9hGEIz/MQRRFUVUU+n0eSJKLkfy733nuvaOqnqiocx0Gr1eKReyfIkgd9IiIiIiIiWpzZSvg7r6VhX5ZlUcJvmCbGP/QhxIYB83//F/n//m8EQQBZlmFZFlRVFeX8qqqKYN9qtaDruijhb7fbYoU/iiLU63XEcQzTNGGaJorFIjKZDEql0ryf4cEHH8TExAQAwPd9NBoN7tc/QRj0iYiIiIiITrDZVvVnK+GXJAmapkGSJJimCWXzZlTe/GYAQOmDH4RVr4t99rIswzAMhGGIUqkkSvhbrRYcx4FhGJAkSXTfTzv/pyX8ruvCtm0UCgXxtVgszvkZ0hL+ZrMJy7Lg+z48z2MJ/wmw4KCf/rERERERERHR0lMUZdawDxxZwq9pGjKZDCzLQvtv/gbuOedArtfRddVVUBQFkiQhm82K5wIQe+5930er1YKiKKJTf6vVgiRJCIIAYRgiDEM4joM4jqGqKnK5HCRJWlAJf6vVgu/7LOE/gRYc9FetWoW3ve1t2L59+3KOh4iIiIiI6LQ1s4S/c1U/LekHppfwm7kcxj7yESSyDPv730f2xz9GEATQNA3ZbBaGYcD3/ckKgKnu/Y7joN1uixJ+RVHgui4ymYxY4W80GgiCAIZhwLZtEfL7+/vn/QwPPvggms2m2A7AEv7H3oKD/pVXXokbb7wR55xzDp7ylKfgS1/6kmjkQERERERERMevs4S/c6/+zLCfNuaTJAmWZSE5/3xULrsMAND1vvdBcxyEYSj26huGgSAIUCwWYVkW4jhGq9VCEASwbVsE/CiKEIahOA2g0WjA930YhiEmDQzDmLeE//Dhwzh8+DAmJiagaRpL+E+ABQf9d73rXdixYwd+9rOf4ayzzsIVV1yBVatW4a/+6q/wy1/+cjnHSEREREREdNqYrTHfbCX86VF7AJDNZuG89a3w162Dcvgwuj/+cTEZoOs6FEVBkiRQFAX5fB6WZSEIAlGeb9s2VFWF53nIZDKihD8IAvi+D0mSRAm/pmno7u6GLMtzfob77rsPjuPAdV3xuizhf+wsuhnf05/+dHzlK1/BoUOH8KlPfQoPP/wwnv70p2Pz5s245pprlmOMREREREREp410NR2YvzEfAHGMnqZp0ItFjH34wwCA7L//O7LbtiGKIpimCV3XoWkaXNdFLpcT+/jb7TbCMEQul4Ou60iSRAT7KIpE6b3neWI1P92v39fXN+dnSJIEDz74oOjoH4YhS/gfQ8fcdd+2bbzuda/DrbfeihtvvBFjY2N417vetZRjIyIiIiIiOi3N1oU//XlmY760hF9VVUS///uovfCFkJIE5fe9D5mpx9q2DU3ToGkaHMdBV1cXTNNEEASipL5YLEKWZfi+L/bpAxBhP45jZLNZ2LYNy7Jg2zZyudycn+Hw4cM4dOgQqtUqdF1nCf9j6JiDfrvdxle+8hU84xnPwPOf/3yUy2V86EMfWsqxERERERERnbZmK+HvvJaG/c7GfPl8HvX3vAdRNgv9/vuR/6//QhRFACBK+OM4hizLsG0buq7D8zxMTEwgk8nANE2oqipW3dNJBt/34TgOkiQRDfxUVUVXV5cY02zuv/9+NJtNOI7DEv7H0KKD/q233orXvva16O/vxxvf+EasX78eN998M3bu3Il3vvOdyzFGIiIiIiKi085sjflmK+HvPG5PlmWY69ahcsUVAIDSxz8Oayqgp6v66Up+sViEpmmQJAmu68J1XRiGMVkZMFW2nyQJwjBEkiTTjs2zbRvZbBaWZaG3t3fOz5AkCXbu3AnP8yDLMqIoQqvVYgn/Mltw0P/whz+MTZs24Q//8A/x29/+Fh//+McxPDyMr371q3jGM56xnGM8bi960YtQKpXwkpe8ZNr1RqOBiy66CI9//ONx7rnn4l/+5V9O0AiJiIiIiIiOlO7VP1pjvrR0P93f7/zVX8HbvBlytYrCxz4mOvenYT+TyaDVaiGfz4uO/Olxe8ViEZIkwXEcMY50n73jOIiiSJTwy7KMQqGAbDY752c4fPgwRkZG4DiO6BPAEv7lteCg/8lPfhLPfe5zce+99+LXv/41Xv/61yOfzy/n2JbMm970Jvzrv/7rEdcty8LPf/5z3HPPPfj1r3+Nj3zkIxgfHz8BIyQiIiIiIprdQhvzdZbwm7kcxq6+GgCQu+EGmA88AN/3Raf+dFLAMAyYpglZltFut9Fut6FpmijNd10XURQhCIJpzfuAya0Atm1DURSUSiUxptk8+OCDoiIgPXIvPd6Plt6Cg/7BgwfxyU9+Euecc4645rrusgxqqV188cWzNomQZRmWZQGA+APu/A+FiIiIiIjoRDuWxnymaSJ+ylNQf8ELJhvzXXUVlEwGvu+LI/J0XUcURaLjfhzHqFariONY5Kd0f3+alWRZRrPZRBAE0HUd2WxWbAcol8tzfoZWq4WHH34YzWZTHPXXarUwMjLCsL8MFhz00/MZ4zjGP/7jP2JwcBDZbBaPPPIIAOC9730vvvSlLy16ALfccgue97znYWBgAJIk4dvf/vYRj/nc5z6H9evXwzAMXHjhhbj11lsX/T5zqVarOP/88zE0NIS3v/3t6O7uXrLXJiIiIiIiWgpHa8yXUhRFhP18Po9a2pjv3ntR+OY3kclkEMcxTNOc1pgvDftRFGFiYkI03FMURazm+76PKIrg+75YKE2P21MUBV1dXTAMY87PsHv3bjSbTbFf3/M8lvAvk0U34/vgBz+I66+/Htdccw00TRPXzz33XHzxi19c9ABarRbOP/98fPazn531/htuuAFXXHEF3vOe9+Duu+/G05/+dDznOc/B3r17xWMuvPBCnHPOOUfcDh48eNT3LxaLuPfee7F79258/etfx+HDhxf9GYiIiIiIiJbT0RrzdYZ9TdNE4DfXr0f1LW8BABQ/+lGY7TaiKBId+NPGfLlcDoZhIJPJwHEcNJtN5PP5ycqAOEYURchkMkiSRBy3F4YhVFWFpmnI5/PQNA39/f3QdX3Oz7Fjxw5MTEyIn1nCvzwWHfT/9V//FV/4whfwyle+ErIsi+vnnXceHnzwwUUP4DnPeQ4++MEP4k//9E9nvf/aa6/F6173Olx22WU4++yz8alPfQqrV6/G5z//efGYO++8Ew888MARt4GBgQWPo6+vD+eddx5uueWWWe/3PA/1en3ajYiIiIiI6LGymMZ8siyLLvyt17xGNObLTzXmAyBK+GVZhuu66O7uhmEYCMMQtVoNSZKIEn7P8xBFEaIoEr0AGo0GgiCAZVmwLEuU8M+2bTo1NjaGPXv2oNFowLIsBEEA13VRrVaX69d2Wlp00D9w4ADOPPPMI67HcbzkszC+7+POO+/Es571rGnXn/WsZ+G222477tc/fPiwCOz1eh233HILNm/ePOtjP/KRj6BQKIjb6tWrj/v9iYiIiIiIFmOxjfk0TYOZy2H8Ax8AAOT+4z9gPPAAgiAQjfk6F3DT5nq+76PRaCCTycCyLMiyLDruB0Egvvq+D2Byq7dpmtA0DYVCYVr190x79+5Fq9WC67rQdR2O46DRaDDsL6FFB/3HPe5xs+6R/6//+i9ccMEFSzKo1NjYGKIoQl9f37TrfX19OHTo0IJf59JLL8VLX/pSfO9738PQ0BDuuOMOAMD+/fvxjGc8A+effz5+//d/H2984xtx3nnnzfoa73rXu1Cr1cRt3759x/7BiIiIiIiIjsFsjfnmW9VPG/NFT30q6s9//mRjvve9D9pUmE/Dua7rCMMQuVwOlmUhjmO0Wi3EcSwamKeiKBIVBWnZfdq9P+3k39/fL/q8zeT7Pnbu3Il6vQ5ZlpEkCcIwZAn/ElIW+sDXvva1+PSnP42rrroKr3rVq3DgwAHEcYz//u//xo4dO/Cv//qv+O53v7ssg5x5TEOSJPMe3TDTD3/4w1mvX3jhhbjnnnsW9Bq6rs+714SIiIiIiOixkDbUS29p+I/jeFpWSlf10xL82j/8A+yf/hT6vfci/41voPKnf4pMJiNCvu/7kCQJpVIJnufBdV3U63WUSiXYto1msyn296eTDVEUwfM8ZDIZUbZfr9dh2zZyuRwqlcqsn+HAgQPo6+uDZVkwTROu60JRFLRaLRSLxcfqV7liLXhF/6tf/Socx8Hznvc83HDDDfje974HSZLwvve9D9u3b8eNN96ISy65ZEkH193dDVmWj1i9HxkZOWKVn4iIiIiI6HQwX2O+tFleek1VVWQymcnS+vXrUb3iCgBA8WMfgzHVmM+2bVF6n5b0p13508Z8nSv9nuchCALxPvV6HUEQiNdIO/jn83mx1WA2Dz30EJrNpqgs8DwPtVqNq/pLYMFBv3O/x6WXXoqf//znaDabaLfb+MUvfnHEPvqloGkaLrzwQtx0003Trt9000146lOfuuTvR0REREREdCqY7bi92Ur4M5kMFEWBJElQFAXt174W3qZNkCcmkL/2WjFBkM1mxaRAHMcol8tQFAVRFKHdbkOSJORyOSRJgiiKRLl92o3fcRz4vg/DMKBpmtjbXyqV5vwMjUYDjzzyCJrNppgQ8DwPIyMjDPvHaVF79BdTLr9QzWYT99xzjyih3717N+655x5xfN6VV16JL37xi/jyl7+M7du34y1veQv27t2Lv/3bv13ysRAREREREZ0KjnbcXudCbXrUnqqqk4353vteAED+61+HvmcPfN8XjflUVUUYhkiSRDTh8zwP1WpVrNhLkoQwDMWxewDguq5ozJdWBKiqimKxOG9jvjTot9ttyLIM3/fheR5ardbS/9JOIwveow8AmzZtOmrYn2sPxlx+85vf4OKLLxY/X3nllQCAV7/61bj++uvx8pe/HOPj47j66qsxPDyMc845B9/73vewdu3aRb3PUtm6dSu2bt0q/qCJiIiIiIhOhLQ7fude/bR8P72l4V+WZURRBMMw4PzBH6B58cXI3nwzSh/5CPzrrhNN99IS/DAMUSgU4Ps+ms0mPM8DMHkkXxiGCIIAmqaJsK+qKtrttgj5aSWAaZro7e3FyMiImAiYaefOnbAsC93d3dMa86VbCmjxpKRzqmcemUwGn/rUp1AoFOZ93Ktf/eolGdjJrl6vo1AooFarIZ/Pn+jhEBERERHRaSiOY9F9P10572zKl676J0kC3/dFSG/ccQeGnvMcSFGE4X//d9QvuAC6rqPdbqPZbMJxHGiaBsdxMDY2hiAIkM/nUSqVUK1W0Wq1IMsydF1HkiRQFAWZTAbZbFZ06W+32xgfH4fv+zhw4ABqtdqcn+OCCy7A6tWrUSgU0Gq1YFkWyuUyG/PNsNAcuqgV/T/7sz9Db2/vcQ+OiIiIiIiIjl9nx/0wDEXgTvfRz7aqr6oqjMc/HrWXvxzFr38dXR/6ENxvfxu+7yObzSIIAjExkDbXGxsbQ6vVQi6XQy6XQxzHcBwHnufBNE0Ak5MJzWYTqqrCsiwoioJcLodGo4Guri7RyX82Dz/8MMrlMkzTnNaYDwDD/jFY8B795difT0RERERERMdntsZ8nSv5qfS4PWBy9b/99rcjymahP/AAcjfeCEVRxFF8mqZBlmXEcSy66EdRhImJCRHkgcnj9dKmfGlmbLfb8H0fuq6LBn+macK27Tk/Q6PRwEMPPSQqBSRJEnv12Zhv8Y6p6z4RERERERGdHI523F6a5SRJEh3xFUWBNjiI2hveAGDyuD1lqrQ/vV9RFMRxDFmWYVkWVFWF67qo1WowDEM05vM8TwR+SZLguq74Pm3gpygKisUiDMOY83Ps2bMHrVYLjUaDjfmO04KDfhzHLNsnIiIiIiI6Cc133F76c3pNVVVx3F7rsssQDA5COXQIuS9+UUwQpF3zFUWB53koFAqiSV+r1RIr/0mSiNeP41hsEWg2mwjDELquwzAM0aRv1apV83bh37lzJ1qtlpikSN+Pq/qLs6Cg/6d/+qeo1+sLftFXvvKVGBkZOeZBERERERER0cId7bi9zrCflvCrqgqjWETlbW8DABT++Z+hVSrTjttLy+hlWUY2mxXBPz1uz7Is0SMgjmN4nif6BXiehyRJoOu6KOO3LAu6rs/5OQ4cOIBKpYIwDGHbNoIggOu6mJiYWK5f3Yq0oKD///7f/8Po6Cjq9fpRb7VaDTfeeCOazeZyj/2E2Lp1K7Zs2YKLLrroRA+FiIiIiIhIUJTJXuuzrerPLOFPA7yqqvBe9CI4552HTKuF/LXXiqZ9tm2LwJ825rNtG3Ecw3VdxHEM27Yhy7Jo4Jc2AgQAx3Hgui5kWUY+n0cmk4Gu6+jr6xN7/GezZ88eTExMQJIk6LoOz/PQbDZZwr8ICzpeLz2PcTEeeughbNiw4ZgHdrLj8XpERERERHSySVfT03326bX5jttrt9vwb74Zgy9/OZJMBod+8AM01q6dbNjXbqPdbqPVaonj99Lj9tIj8BzHQbVandz3r2nQNE1UE6Sl+6qqotlsolqtIooiHDx4EGNjY3P2gjvjjDNw9tlni279mUwGtm1jcHDwMftdnoyW9Hi9m2++edEDON3/ByAiIiIiInqsdR63F8exWLRNV/RnO27PNE24T3kKGpdeitwPf4jiBz8I9/rr4fs+bNuG7/swDEOE+1wuh/HxcXFcnq7rME0TjuOI103ft91uwzAMUT1g2zaazSaKxSI8z5tzi/iBAwewfv16tFotaJomtgJUq1Uet7cACwr6f/AHf7Dc4yAiIiIiIqIlkAb9MAynra53Bn3gd3v108Z6E+94B7I//SnMW25B9pe/RPVJT0KSJDAMY9oRevl8Hq7rwnEcNBoNrFq1Crquw3EcRFEkSvfTo/wajQby+bx4HUmSYNs2isUiHMeZtdGe67rYuXMnzj77bPT09MDzPNGYz7ZtqKr62P1CT0EL7rpPREREREREJ7/OxnxhGAJY2F5985xzUH3lKwEAhQ9+ENrUir9hGNB1HbIsI45jKIqCXC6HTCYD3/dRqVRgGAYsy4IkSYiiCL7vw/d9AIDv+6Ijf9qQr7O531z27t2LVqslKgvSCgLu1T86Bn0iIiIiIqIVZr4O/J374tNVfQCTe/CvvBJRoQBtxw5k/+u/xHNt24amaWKiwLZt6LouSurTI/miKBI9AtL3z2QyaLVaCMMQhmHAMAxkMhmYponBwUEYhjHn59i9ezcqlYo4DtDzPNRqNR63dxQM+kRERERERCvMbKv6nY34Olf1VVVFJpOBLMswBgZQ/fu/BwAU/umfoPq+KNlPG+0FQQBZlpHL5aBpGnzfR71eh67ropt++h5pyb/v+3BdF0mSQFVVqKo6bcJgLgcOHMDw8DAcxxGVAJ7n8bi9o2DQJyIiIiIiWoE6V9XTlf2ZK/3ptbR5nqqqaL/mNQiGhqCMjSF7/fXiMbqui+P20iZ7pmkiDEM4jgMAyOVyACbL9aMoEg3/JEmC53kIggCGYSCfz0PTNCiKgq6urnmP29u7dy9qtZp4vTAMedzeURxT0A/DED/+8Y9x3XXXodFoAAAOHjyIZrO5pIM7GW3duhVbtmzBRRdddKKHQkRERERENKfOVf2jlfCnTfsURYFVLGLiiisAAIXrroPaaiEIArESn76uLMvQdR2qqiIIAkxMTIj9/Olrx3Es+gCEYYggCEQJv23biOMYhUIBtm3P+TkajQZ27tyJSqUiOvqHYYhqtboMv7WVYdFBf8+ePTj33HPxghe8AJdffjlGR0cBANdccw3e9ra3LfkATzaXX345tm3bhjvuuONED4WIiIiIiGhes63qp0G/c1U/DfkAJvfCv/jF8M48E3KtBvsLX0AmkxEd+NNw73keLMuCZVmIogie58FxHJRKJaiqKvbrA0AURUiSBI7jwPd9JEkC0zSh6zoymQyKxSIKhcKcn+PgwYOi038a9NPj9uhIiw76b37zm/HEJz4RExMTME1TXH/Ri16En/zkJ0s6OCIiIiIiIjp2R1vV7wz7iqJAluXJVf1cDhNXXgkAKH7lK9CmGuApigJFUUTYl2UZhmFAVVX4vo9qtQpVVcVqfRiG4kg9SZIQxzGiKEIQBMhkMshms8hkMrAsS4T+2fi+j127dqHVak1b1W9NVRvQdIsO+r/4xS/wD//wD9A0bdr1tWvX4sCBA0s2MCIiIiIiIjp+863qd5bvdx63p+s6guc+F+7jHodMq4Xc1q1iv71lWSLwS5KEXC4H27ZF871GowHTNGEYBuI4RhAESJJEvH+z2USSJMhkMpPH+pkmVFVFqVRCNpud83M8+uijaLfbovQ/DEMetzeHRQf9dAZmpv3794vGC0RERERERHRyWMyqfnrcniRJMC0LE1Pbs/Nf+xrUw4dFQzxVVaEoiijJz+VyMAwDvu+j2Wwik8nAMAzxHmnYT983XYk3TVP0B8hmsygUCtMqx2fatWsX6vW6mJTwfZ/H7c1i0UH/kksuwac+9SnxsyRJaDabuOqqq/Anf/InSzk2IiIiIiIiWgLHsqpvGAaCiy9G+4lPhOT7KHzmM1AUBb7vw7Zt0ZwvrQAoFotIkgSe5x3RlT+OYyRJIhaNPc8Tq/yapsEwDFHKn/YKmM2+fftQrVbF6yuKwuP2ZrHooP/JT34SP//5z7Flyxa4rotXvOIVWLduHQ4cOICPfexjyzFGIiIiIiIiOg7HuqqfLxRQnVrVz/3Xf0Hfv188zjAMyLI8rQy/UCggjmO0Wi2oqgpd1wFMruh3rupnMhk0m02EYQhd16FpGpIkgWVZ6O3tFcftpePrtGfPHlQqFcRxLLr587i96RYd9AcGBnDPPffgbW97G17/+tfjggsuwEc/+lHcfffd6O3tXY4xEhERERER0XFKV8rnWtVPV/Y7V/UVRQGe/nS0nv50SGGI/LXXiuP00g78iqKIlfk0oHueh3q9DtM0RSl+uqLveR6AyWPb0w78nav6pmnCtm3R6X+mAwcOoFarodVqiQaCPG5vOimZ7TdHR1Wv11EoFFCr1ZDP50/0cIiIiIiIiI4qLaPPZDLTgn/nSjswGcp930cYhgiCAM2f/xxDL3whEknCoR/9CO3168Ue/Wq1Cs/zIEkSgiDA+Pg4HMeBYRjo7e1Fu91GpVIR+/rTSQRN00SHfkVR4DgOqtWqaOh36NAhNBqNWT/HwMAAzjvvPHR3d4uGf4ZhoK+vD7ZtP2a/z8faQnPo3JsfOnznO99Z8Bs///nPX/BjT0Vbt27F1q1bZ21ISEREREREdDJL99inq/qZTAaSJIkV/c6GeWmXfUVRoD/1qWhceilyP/wh8h//OIJ/+ReEYQhZlqHruphAUFUV+Xwevu/D8zyMjY2hVCrBsiy4rntEVUEQBPA8T2wXUFUVURTBtm3ouo5WqzVtW0Hq4MGDyOVysCwLlmWJ4/aq1eqKDvoLtaAV/ZlnGaZ/CDOvAThtAjBX9ImIiIiI6FSUnm+/2FX99m9+g1XPehakJMHhG29E+3GPQyaTQRRFqNVqYlU/iiKMjIyg3W5D13V0d3eL7vhpr4C0nD8dg2VZ0HVdrOorioKxsTGMjIzMWZLf39+P8847Dz09PVAURTTo6+rqQrFYfCx+lY+5hebQBe3RT2db4jjGj370Izz+8Y/H97//fVSrVdRqNXz/+9/HE57wBPzgBz9Ysg9ARERERERES+9oHfjn2quvnn8+6i94AQAgf801YsVflmVRkp825stms1BVFb7vi1X2tDFfWuKfTi6EYSjeNy3n930f5XJZNPybzaFDh7B7927UajVEUSRW9dOj+05ni27Gd8UVV+DTn/40Lr30UuTzeeRyOVx66aW49tpr8aY3vWk5xkhERERERERLqHMlH5jegb+zeruzA7+qqmi+9a1IFAXmrbfC+PWvxfPS4/ZS6TF5aZBP99BHUSRuaXM+SZLQarXgui5kWUYulxPjy+VyyGazc36O4eFhcVSfYRgIwxCe5532HfgXHfR37dqFQqFwxPVCoYBHH310KcZEREREREREy+hYV/W1zZtRf9nLAEyt6k+toqd79dNwL0kScrmcWJ1PS85N0xT3p1/Tlf30lk4uxHGMcrmMbDY756p+s9nEww8/jImJCdHgLwxD1Gq103pVf9FB/6KLLsIVV1yB4eFhce3QoUN461vfit/7vd9b0sERERERERHR8ugM+8DCVvU1TUPziisQ6zqM3/wG5s9/Lvb167oOVVVFeLdtW5T3+74Px3FQLBZFyA/DULy/JElwHEc07MvlcmIshUJh3lX93bt3i4qAziqC03lVf9FB/8tf/jJGRkawdu1anHnmmTjzzDOxZs0aDA8P40tf+tJyjJGIiIiIiIiW2MwO+MD8q/pp4zxt3TrU/+IvAAC5a68Vq/qZTAaapon9+rIsI5/PwzAMsaqv67oosU/31M/csx9FkZg0SJJEdNdPxzubPXv2oF6vi7Gmzf9O11X9BR2v1+nMM8/Efffdh5tuugkPPvggkiTBli1b8Md//Mfij4KIiIiIiIhOfplM5oij9jqP20szXroyH8cxNE1D6/LLkf+3f4Nx770wfvlLtJ7yFFG+H0URWv9/e3ceZUdZ7nv8V7Vr2FPv7oSEGAigKIOBAxgIXrIkEocweAgBkQsqAgEXKh71cBBxeZbD9QBLxeFyCCB4CcgCDgcCChw0YogyKBAiOOGEEhIIEENCj3uo2lX3j1Cve3c6SXene3d39fezVi/ovWtXvdVJavXzPs/7vL29CsNQ2WxWtm2bDv6VSkXt7e1NW/wlkwhJVj/pzN/W1qbNmzdLkjo6OtTX16fOzs4B72Pt2rXaa6+9VCqVlM/nVa/XVa1WtWXLFu2+++4t+3mOF0MO9KWtMzoLFy7UwoULR3o8AAAAAIAWcRynKehOAu7GNfNJ8J+sm3ccR95ee6nr9NPVcdNNKl15pSrveIdZq99Y6h9FkUqlkqIoUhAEeu211zRz5kxls1l1d3ebiYFkwiH5THKdYrGozs5OFYtFtbe3b93mr69vwC3f161bp3w+bzr1J8sFent7VSgUxugnPDaGFeivXLlSK1eu1MaNG02JR+KGG24YkYEBAAAAAEbfULP6cRxv7cD/8Y+rdOutyj7+uPwnnlDf4YebtfpJVj/ptu95nmq1moIgULVaValUUrlcVhRFZou+JJPf09Mjx3HMuZJGfG1tberq6lKlUtkmDpW2lu/PmjVLvb29amtrM1n9yRjoD3mN/le+8hUtXLhQK1eu1KZNm7Rly5amLwAAAADAxDHUtfqmA/+++6r71FMlSaUrrzQTAUlGP1mrb9u28vm8Cfa3bNkix3GUy+UUBIH5XDIGy7IUhqHiOJZt23Jd1zT36+joUC6Xk/SPZoKNXnjhBXV1dSmKIrmuqzAM1dPTM+ka8w05o3/ttdfqxhtv1Jlnnjka4xn3li5dqqVLl5q/iAAAAAAw0Q0nq+95nnouuECl//5v5R5+WP6vf62+gw82a/XDMFQYhqrVaspms/J9X7VazXwVi0WT1U9K9ZNr9PT0yHVd04E/aapXLBb12muvyXEc07W/UWNWv1AomMZ/ky2rP+SMfq1W07x580ZjLBPCBRdcoGeeeUarV68e66EAAAAAwIgYdlZ///3VvXixJKnt//7fAbP6ScCez+dVKBRMR3zP85qy+kngXq/XZVmW6R2QyWTkuq4kqVQqqaOjQ77vS5Ip62/0wgsvqKenxyRnJ2NWf8iB/nnnnadbb711NMYCAAAAABgjSSl8Y6DfGOwnknJ8SVuz+p/8pGLbVn7lSnnPPGNK7n3fl+d5sixL9Xpd+XzeVA5Uq1WT1XccR/V63QTmyWRCb2+vKeVva2szYyuVSmYbv4EqrZOt9iqViizLMiX8kynQH3LpfqVS0XXXXaef/vSnOuSQQ8zMSuJb3/rWiA0OAAAAANAajeX7A3XgTzR24M9kMnIPOkg973uf2u69V21XXqnatdeqXq+bNfqO45hu+vl8XlEUqVwuq7OzU9OmTVM2m1VPT4+y2ayCIJDruma5QE9Pj4rFolmrHwSBisWiOjo6VKvVFIbhgB34X3jhBRWLReVyOfm+r56eHvX09KhQKEyKEv4hB/q/+c1vdNhhh0mSfve73zW9l8z2AAAAAAAmlqTr/fbW6ievSf9Yq580vev51KfUdu+9yv/4x+r6y19UffObmzrw9/X1KY5j5fN59fX1max+EARqa2tTpVIxJfuu68qyLNm2bdbm27attrY2bd68WVEUqa2tTd3d3QqCQLVabZt7Sdbql0ol5XK5pqw+gf4AVq1aNRrjAAAAAACMseFk9R3HkXPooeo59lgVV6xQ23/+p4Irr1S9Xpdt203d9/tn9bds2WKy+uVy2WTtkwmCxqx+Uh0QhqHa29vV3d1tlgAMlNVft26d2traJmVWf8hr9AEAAAAA6ZRk9aXBr9W3LEue56n7X/5FklS49165zz8vaWuTv2StfnLOfD4vx3EURZHJyOdyOTMRkFQKJFn9arVqSvnb29vNedrb2022vn+QL0nr169XV1eXent7zVKCybJWf1AZ/VNOOWXQJ7zrrruGPRgAAAAAwNjaUVY/WZcv/SOrn3TZd9/+dvUcc4yKP/uZiv/5nwquuEJhGJqu+bVazTTQS7a9K5fLeu2117T77rvL932T1Q/DUJ7nKY5j05ivVCo1rdXv6OhQZ2enyuWygiAYMKv/4osvasqUKWarvcmS1R9URr+9vd18lUolrVy5Uk8++aR5f82aNVq5cqWZXQEAAAAATExDzeon2+25rqvuT31KklS8+245L75oMvFJVj85Xz6fN6X/9XrdZPWT84dh2LRcoFarmWC+VCpJkoIg0LRp0+T7/naz+s8//7w2btw46bL6g8roL1u2zPz/5z73OZ122mm69tprzUxOvV7XJz7xCfMDBwAAAABMXDtbq58E/Y1Zfcdx5B59tHrnzVPhF79QcelShZddpjAMt77nuqpWq5K2xpC5XM5k9Ts7OzVz5kxVKhX19vbK8zwFQWA69tu2rVqtJtd1m7L6hUJBbW1tO8zqv/LKK5o6deqkyuoPeY3+DTfcoIsuusgE+dLWWZwLL7xQN9xww4gODgAAAADQejvK6vdvzJdk9SXJ932T1W+74w5lXnnFlPxns1n5vm/K//P5vMnEh2Govr4+ZbNZc41k67xkUiHp0p9k9S3LUhAEam9v32FWf926dU1Z/cYO/Gk15EA/DEP94Q9/2Ob1P/zhD+YvAAAAAABgYusf6EsasHw/yeonmXfn3e9W3xFHyKrVVLzmGmUyGbPW3vM8c96kpD9Zv9/V1SXP88z6/WR7vaSqIBlLHMemQqBer5sl5knDv8akdOLVV19VT0+PpK2TEWEYqqenJ7XB/pAD/XPOOUdLlizRFVdcoUceeUSPPPKIrrjiCp133nk655xzRmOMAAAAAIAW215WX9J2s/qmA3+S1b/tNnldXeZY13VNgO44jrLZrAqFgsngh2GoXC5nrhOGYdN4enp6VKvVFMexisWiyern83l5nmeWEfSXZPXL5XJTM8C0BvqDWqPf6IorrtAb3vAGffvb39ZLL70kSZo5c6Yuvvhi/du//duID3C8Wbp0qZYuXTrgXx4AAAAASJNkrX7SBb/xtf5r9W3bNqXxve9+tyoHHaTs73+v/I03qvov/6IwDOW6rnzfVxAEJsvv+75Zg9/V1aUpU6bI931Vq1XTpT+TyZgO/tLWiYZkrX6tVtO0adPU19enMAzV3d09YMD/6quvasaMGcrlcnIcR5VKJbVr9a14oEUMg9TV1SVJk7IJX1dXl9rb29XZ2Tkp7x8AAADA5BCGoaIokuM4JsOfBNFJkz5pa/BdqVRMdr68bJlmfOYzqu+2m1765S9Vy2RMgN3b26tKpSLbtlWtVtXX16ctW7Yom81qypQpiqJInZ2dpuy/UCiYKoBMJqNsNqtsNqsgCLRlyxZZlqWenh698MIL6urqaqoEaHTkkUdq3333NUsIqtWqOjo6tPvuu7fmh7mLBhuHDrl0v1GpVCLIBQAAAIAUG8pafcfZWjTuOI6iU05RsOeeyrz6qnJ33mkqAXzfl+/7chzHrLdPlgkk5fRJIF+v12VZlplYqNfrZv1+Mp6kwV+xWFSpVDLb9CVjabRx40aTsPY8L7Vr9Xcp0AcAAAAApFtjoD+YtfrJe14+r87X+7iVrr9eGcsynfQdxzGBvm3bymQyKhQKCsNQtVqtaWu9KIoUBEFT9UC5XFatVpPneWZNv+M4amtrM436Bsrqr127Vr29varVaqpUKiqVSqlcq0+gDwAAAADYoe1ttSdtm9VPjs3lcqp88IOql0pyn3tO3k9+YrLsruvK8zyzBj+bzZqsfhRFKpfLKhaL8n1f9XpdURSZrH4S+Cfr9pMgv6+vT+3t7ZoyZYrpJzBQVn/9+vXq7u4240hjVp9AHwAAAACwQ0nAvLOsfuNWe5KUnT5dXWecIUlqv/5607DPtm3TJT9Zd+/7vorFomq1WlNWP/lM8rnkWn19fQqCQK7rmgZ7lmWpUCiYcw+U1f/b3/6mvr6+VGf1hxTov/baa6pWq5KkWq2m1157bTTGBAAAAAAYZwab1c9kMuZY13XVd+65il1X2dWr5T/9tPlsUmKfrMHPZrPmHEEQqK+vT8Vi0ZT41+t1lctlk4VPuvE3NukLgkClUkkdHR1yXVfSwFn9F154Qd3d3YqiyByXVAGkwZAC/VtvvVWXXXaZJOmyyy7TbbfdNiqDAgAAAACMLztbq59ozOo7jiP/TW9S96JFkqTCNdeY4Ny2bbNWPynbd11XbW1tCoJAQRAoiqKmCYBMJqMoisxYGrP6xWLRTD4Ui0WT5R8oq79u3TqVy2UFQaBKpaLp06dP3kD/E5/4hJ544gmtWLFCjz/+uD7+8Y+P1rgAAAAAAONIEoxLg8/qW5Yl13XVe/75kqTCT34i5/nnzVr+fD5vtrqzbVttbW2mPD8JwpOAPVmnX6lUzPeNQX/S1C8MQxWLRXV0dJj3+mf1q9WqXnzxRfX09EjaWkGQJoMO9M855xwtWbJEYRjqxBNPVL1e15IlS7RkyZLRHB8AAAAAYJwYTlY/k8nIfdvb1Dt/vqwoUuF73zPr7pNzJqX3tm3L933lcjnVajWVy2Wznj+5nuu65tikcV+1WpXv+8rn87Isy3TjLxQK283qJ4F+tVqVbdtNlQMT3baLFbbjy1/+siTp2muvVRAEOuKII3T+67MyAAAAAID0a+yMn2TT+zflS75PSvSjKJLv++o5/3wVHnpIbXfcob7Pfla117P32WzWZOqTLH8S5FerVVWrVeXzeVWrVUVRpDAMVS6XzdKApFFfHMfKZDKK41jValVTp05VX1+fyuWy6c7fOBnR09OjDRs2qFQqKZfLKQgC+b4/Jj/XkTbojP4+++yjer2uRx99VD/96U/16KOPKooi7bPPPqM5PgAAAADAONK/fF/aeVbftm1l3vteVWbPll0uK3vTTbIsS1EUmY77yaRBksHP5/MKgkDd3d3mtXq9bq6VBOVRFJku/b7vq1QqKY5j040/n89vM7bE5s2b1dfXpzAMValURucHNgaGtEb/scce09e+9jU5jqMrrrhCv/zlL0drXAAAAACAcWigtfrJ941b7Ukygb5lWfJ8X92vV4WXbrxRmSAwx3qeZ7rpe56nbDYr3/cVx7HCMFS1WlWhUJAkk8EPw9BMFIRhaDrzJ538y+Wypk+frvb29u2W5f/973/X+vXr1dPTM+BEwEQ1pED/gx/8oI466ihJ0ty5c/XBD35wVAYFAAAAABi/hpLVTxrhOY6jcPFiBTNnKrNpk7J33mnK6ZOMfWNHft/35fu+giBQb2+voigyJfbJ0oEkuI+iSL29veZ6SRbfcRxls9kddtTfvHmzgiBQJpMZ8Z/TWBlSoA8AAAAAwM6a8g2U1ZckN59X1znnSJJK118vW/+YGEi21wvD0DToy+fzptt+UpqfVBQkxyXXTrbki+NYuVxOlmUpDEPttttuyufz283qb9y4US+//PLkzegDAAAAACBtm9Xf3lZ7ybp7aWuJfvlDH1K9WJT717/KX7nSZPVd1zXd9+M4luM45vuku77nefJ9X7VazWTyGycKGr9POvdns1kVCgW5rmvG09+GDRu0adOmUfpJtR6BPgAAAABgyIaz1Z7jOMruvru6zjhDktR23XVN2flk67zky7ZtFQoF1Wo1U6bvOM7W5n6ZjIIgMNe0LEtdXV2q1Wqmm3/S8G/atGnK5XJyXXfAzP2GDRu0cePGUf15tRKBPgAAAABgyAZqyre9rH4StEtbs/p9556r2HGUe/xxOU89ZTruN66nT7blSyYIwjBUd3e3isWiXNdVpVIx2+slZfrJBECy7t9xHJXLZWWzWXV0dJjy/f7r8eM4VldX1+j+wFqIQH+Ili5dqtmzZ2vu3LljPRQAAAAAGFPD2Wovk8kot99+6vnnf5Yktf2//2ea8CVBfZLZd13XdOFPmvDFcWwa9yUl/Mmkg2VZ6u3tNc312trazNKAjo4OeZ5ntunrb9Jm9K+++mq95z3v0WmnnaYHH3yw6b1NmzZp3333HdHBjUcXXHCBnnnmGa1evXqshwIAAAAAY2p7WX1p4KZ8STDueZ56zjtPklT80Y/kvr4+3rIs+b5vsvqNjfVc11WtVlO1WjVN+eI4Nuv3k1L+JJufXNNxHNVqNbmuq46ODrNWP/lvYnvN+iaiQQf6V155pT772c/qwAMPlO/7OuGEE3T55Zeb9+v1up5//vlRGSQAAAAAYHwaSla/MQB33/52lefMkRWGyt18sxzHaWrClzTia9wir1armW30kvX2yWfiODaN+yqViqrVqjzPMxMFjuOora1NnufJdV0FQdA0tmKx2IofV0sMOtD/7ne/q+uvv15XXXWVbr75Zq1atUrf+c539MUvfnE0xwcAAAAAGMcGasqXvNY/q+84jiml9zxPPWedJUkq3nKL7DA0pfm+75tA3rZt5XI5s66+VqspDENTli9JYRiqUqkoiiJZlqV6vW6y/Unmv1KpqFQqqb29XY7jSJKpHNhtt93Ma2kw6ED/ueee07x588z3Rx11lB588EFdd911+vznPz8qgwMAAAAAjH/Dyeo7jqPwpJMUTp8u5+9/l/c//2OC8iQDn5T6J+v1XddVGIbq6upSGIbyPM903m8s5ZekIAgUhqF831epVDJd/XO5nHzfN2v802jQgf60adO0fv36ptcOOuggPfjgg1q2bJk++9nPjvjgAAAAAADj32C32pNkmvJJklsoqOv00yVJxZtuMtl4SU2BfVLCXygUTLY+CAKT6Q/DsKmEX9oa6NfrddXrdVMdUC6XNX36dE2ZMsVk87PZrKrVqvbcc89R/im1zqAD/Xe84x1avnz5Nq/Pnj1bK1eu1I9//OMRHRgAAAAAYGIY7lZ7ruuq78Mf3rrV3pNPKvPb35r3kgx80pHf933zmaRUX9oaqCcBfVK6H4ahJKlSqZix+b6vKIrkuq7y+bxp6FepVFQsFs1n0mDQgf4ll1yiQw89dMD3DjroIK1atYr1+gAAAAAwSQ1nqz3HcZTdd1/1HHuspK1Zfdu2zZZ5SUO+pDTf8zz5vm+22gvDUK7rmmA+KeNPrlmtVk0n/kKhYCYBpk6dqmKxaDrv9/T06KWXXmrJz6kVBh3oH3LIITrnnHO2+/5BBx2kL33pSyMyKAAAAADAxLIrW+31vh5rFn/4QzldXeZcSWCfHJvNZk2mPynNz+fzTV30a7WamSxoHEMysVCtVk0H/mRLvcbqgzQYdKDf6OGHH9aHP/xhHXXUUXrxxRclSTfffLMeeeSRER0cAAAAAGDiGE5WP5PJyJk/X9W3vlV2tarcrbc2le8nWf3GrfZyuZyCIFCtVlMcx3Jd13TzTyYJkq/e3l4FQaBMJqNCoWCa9pVKJfm+byYPOjo6WveDGmVDDvSXL1+uY489VrlcTk899ZSq1aokqbu7W5dddtmIDxAAAAAAMDHsrCnfdrP6vq+es8+WJBVvvll2w7Ge58nzPNNsLwnMPc9TrVZTpVJpCvTDMFS1WpXneWYcjd38M5mMqtWqstmspkyZYvoAJNv3pcGQA/3/+I//0LXXXqvrr7/erGeQpHnz5ulXv/rViA4OAAAAADCxDLYpX2OpvOM4qp16quodHXJfeEHuAw9Ikur1usnkJ8F6JpOR53lbt+cLQ3V3d5sme8na/kwmYwJ8SSqXy6rVavJ9X/l83kwylEolE9du2bJl9H84LTLkQP9Pf/qT5s+fv83rpVJJr7322kiMCQAAAAAwQQ17q71SSV0f+ICkf2y1lxzfGLwnQbrv+ya4r9frZr1947Z6SXO+OI4VRZGZOKjX66pUKmpra1NHR4dp6JcWQ76TmTNn6tlnn93m9UceeUT77rvviAwKAAAAADAxDXerPc/z1PeRjyi2LOUfflj2X/7StA2f4ziyLEtRFJmt8pIgvlwuK45j5XI51et1hWFoyvTDMFQURWY9v23bKhQKZilAe3u7crnc5C7dP//88/XpT39ajz/+uCzL0oYNG3TLLbfooosu0ic+8YnRGCMAAAAAYAIZblO+7Fvfqr53vUuSVPz+92VZlinHT8r1k/MnGf1arWYmAJISf8uyVK1WTbm/tLUbfxiGkiTf980x7e3tmjZtmqZPnz76P5gWGXKgf/HFF2vx4sVasGCBenp6NH/+fJ133nk6//zz9clPfnI0xggAAAAAmECGu9We7/tmq7225cvllMtN73meZ86bzWZlWZYJ9uv1usn8J132k9L9ZLIg+WyyrV+ybn/69OmTO9CXpEsvvVSbNm3SE088occee0x///vf9dWvfnWkxwYAAAAAmKCGktVPjs1kMrLf+17V9t1Xdk+P/DvuaNpqL1lLn3TJT7bHq9VqqtVqkmRK/JMgPznWsiz19fUpCAJTvp8cVywWTbVAGgy720A+n9cRRxyhI488UsVicSTHBAAAAACY4IbTlC+OY3nZrHrOOkuS1HbTTbJfL8uP41i+75v1+Z7nKZ/PN221FwSBcrmcuXayXj/p0N+4rt+2bTmOo3K5rEql0jQhMdGlp60gAAAAAGBcGcpWe8mxjuOodvrpigoFec8+K+ehh8wafMuy5DiOaZyXrNV3HEdxHKu3t3frZIHnmYZ8tm2bbvtxHJsJAcdxTBO+ZCIhLQj0AQAAAACjYjhN+STJmzZN3SefLOkfW+0l50jW4Ydh2LTVXrKWPwgC+b4vSQrDUGEYql6vq1armaC/Mfiv1+vq7e1VEASj/wNpEQJ9AAAAAMCoGE5TPmnrVntJU778T38qZ8MGk8V3HEee55nPeZ5ntsqr1WqKoki2bSubzTaV6ydN+pLt+JLJhUKhYLbfSwsCfQAAAADAqBlqU74kAPcOOUR9/+t/yYoi5W67rakpX9KYT9qa4fc8z2Tza7WaCfyTpQK1Ws0024uiSNVq1WT4c7mccrlcS34WrUKgDwAAAAAYNTtrytc/q5+87nmees84Q5LUduedsuPYfD7Zai+RNOCzbdt04HddV5lMRpVKRZlMRtVqVbZtKwxD07k/yf57nkfXfQAAAAAABmu4TfnCE09UvaNDzoYNch58ULZtm+DcdV1znmSdvud5iqJIlUpFYRiayYBqtWp6ADRutVer1WRZlvL5vFnXnwYE+kO0dOlSzZ49W3Pnzh3roQAAAADAhDDcpnxuW9s/mvLdemvTORzHkeu6iqJImUxmmy76URSZ76WtjfmScv1kPOY6rqt8Pj9q999qBPpDdMEFF+iZZ57R6tWrx3ooAAAAADAh7Kgpn6QdNuXr+9CHJEn5Bx+Uu2lTU5CebK0XRZHJ5ieBfhAE5ph6vW4a8iXl+/V63fy3cVxpQKAPAAAAABh1w8nqZzIZeYceqvLhh8uq15X9r/9qasqXrMOXtk4QJE35qtWqgiBQGIamxN+2bdN1P4oixXGsarWqKIrU29urMAxb9aMYdQT6AAAAAIBRt7OmfI2S4N2yrKamfMXbb5fdcHzScT85d1Kqn81mFQSBgiAwZf3lcrmpOV+SyU/O1X8MExmBPgAAAACgJYbblC9YvFj1tja569bJefhh05QveT/pot+47V6y3V5jyX7SlC8J/iWpXC6rXq+bwD8NCPQBAAAAAC0x2PJ9Sc1N+drb1bNokSSp8HpTvmRrviS4D8NQmUxGrusql8vJsizTgK9QKJhzhWGoarVqJhnq9bpZ158WBPoAAAAAgJbYUVO+JHBPbK8pX+EnP5GzZcs2a/U9z1Mcx01N+cIwVG9vr+r1unk9yf4n15RkuvGnRXruBAAAAAAw7g2nKZ/runLnzlXln/5JVhAod8cdTYF+/0mBpClf8hUEQVNJfxiGiuPYlPY3vp8GBPoAAAAAgJYZTlO+JFOfNOUr3Hqr7Nc/kzTs833fVAwUCoWmpnxJeX5jU75arSbXdU2wX61WW3L/rUCgDwAAAABoqWE35Tv1VEX5vNy//U2ZX/7SNOVLgnjLssw5XddVHMeq1+smg9/YlC+ZFHAcR1EUqVwut/JHMKoI9AEAAAAALTXcpnzebrup533vkyQVb7ttm/X9jevzPc+T4zjyPE9BEKhcLiufz5trJ9vv2batMAzNudKAQB8AAAAA0FIj0ZQvf//9sjs7/zEJ8Hpgn0wMJM35kqx/EASKoshk+hvHkM/nVSgUWnPzLUCgDwAAAABouaE05bNt2zTnc+bNU/WAA2RXq8ouX24C+aQpn+M4krYG/v0b7AVBYEr1bdtWEATbXDsNCPQBAAAAAC037KZ8vr9NU77+Wf3kXPl8XplMRr7vKwgChWFoztfX1yfHcVSv100H/rQg0AcAAAAAjInhNuWrnXaaIt+X98c/KvOrX8m2bVOOn5T6R1Eky7Lk+37Tdnr1el2e55m1+Yn+kwsTGYE+AAAAAGBMDFS+n+gf6Dc15ZsxQ73HHSdpa1a/8fgkq5+U5zuOo1wuZ65Vr9dNpj+KItXr9VRl8yUCfQAAAADAGEmCb2n4TfkK996rTF+f+ZzjOHJdV5lMxnTfr9frchzHdNe3LMuU+NfrdTMhkBYE+gAAAACAMTOc8n3btpU55hjV9t1Xdl+f/LvvViaTaSrfTwJ313Xluq4syzLZ+zAM5bquCfKjKKJ0HwAAAACAkbCj7vv9NU4CuJ6n3tNPlyQVb79dlmWZKgDf9035vuu6yuVyJrsfBIGCIFAcx3IcR319fZKkWq02mrfZUgT6AAAAAIAx07if/VDK913XVfC//7fiTEb+009Lf/6zCfaTNf1Jtj7J8Ccd9svlsgn0kwmBpLN/GhDoAwAAAADG1I6y+ttrymdZljJ77qm+o4+WJOXvussE9pKUzWaVyWRMmb7ruspms+ZaYRgql8s1TQ6kBYE+AAAAAGBMNQb6A2X1GyWZ9ziO5XmeyqeeKkkq3nWX7IZz2bYt3/fN99lsVvV6fWslQBCYrvuO4zRNEKQBgT4AAAAAYMwNtilf47GZTEbxiSeq3tYmd8MGZR59VJZlKYoik/13HMc06fM8zwT3lUpFtm2bwD9NW+wR6AMAAAAAxlzjVnuJQZXvF4vqPeEESVJh+XJzXJLxTzL3nueZ8v1EtVo12/ClCYE+AAAAAGDM7ax8f3tN+TzPU/kDH5AkFX70I2Wq1aZJg6QDfxiGymaz5jxhGJpMvuu6o3+DLUSgDwAAAAAYF4bSlK+xfD8zf76CvfaS3dsr73/+p2mdflK+b459vRpAktlmr3Etfxqk504AAAAAABPajgL9/hqb8rmep973v1/S1vL9xqA96biflPzncjnz31qtZiYDSqXSaN1WyxHoAwAAAADGBdu2B2zKJ21bvt+Y1XddV5XXy/ezjz6qaP36ps8lx8ZxrEwmo2w2a7bdq1arCsOwZffYCgT6AAAAAIBxYyjl+0kZfhzHcg84QOUjjpAVRSr88IdN50ia8iWBftJtP5PJqF6vq1wupyrYJ9AHAAAAAIwbO2vK1ygp37csS57nqe/UUyW9Xr7/ehbfsiw5jiPXdU3FQGPn/TAMVa1W1dvbO+r31ioE+gAAAACAcWWg8v3BNOULFi9W5Hny/vxn2b/+tSzLUhRFJthPsvq+75v/tyxL1WpV1Wq1xXc5egj0AQAAAADjyo464A+U1U8mAbzp09X73vdK2prVT8r6k5J9x3HM5EEmk5HnefI8T67rqlAojNLdtB6BPgAAAABgXBlq+X5Sou+6rspJ+f4990hBYM6VlO87jqN6va5cLqc4jhUEgXzfb9WttQSBPgAAAABg3Blq+b5ptHfccQqnTVPm1VflPfigWcefTAZkMhmT3U/K+dOGQB8AAAAAMO4Mtvt+8nrynl8oqPekkyRJ+TvvNOX70tbu+0lG33Vd5XI503mfNfoAAAAAAIyipEO+pAHL9xuD/aR8Pzkm6b6f/+lPFW/e3BTsO44j27YVvF7W7/u+HMeR53ktu7fRNikC/ZNPPllTpkzRqa//YffX19enffbZRxdddFGLRwYAAAAA2JmBsvqNrIat9DKZjLy5c1U98EBZQaDsPfeY7vu2bZt1+tI/JhMau/enQXruZAc+9alP6fvf//5237/00kv19re/vYUjAgAAAADszFDK95O19nEcy3Ec9b6e6C0uX95UHeC6rlzXVSaTMeX7yTZ7aTEpAv0FCxaora1twPf+8pe/6I9//KNOOOGEFo8KAAAAALAjQynfb8zKu66r4NRTFdu2/F/9Stazz25Tvi9J9XrdbK/XOJkw0Y15oP/QQw/pxBNP1B577CHLsvSDH/xgm2OuvvpqvelNb1I2m9Xhhx+uhx9+eMSuf9FFF+nyyy8fsfMBAAAAAEbOYLP6Sdl+0pjPmTVLfUcfLUnKL19ujksy/klw7ziOstmsXNdtxe20xJgH+r29vTr00EN11VVXDfj+7bffrs985jP6whe+oKeeekpHH320jj/+eK1bt84cc/jhh+vggw/e5mvDhg07vPYPf/hD7b///tp///13Os5qtaqurq6mLwAAAABAa0RRNGBWv1EyKRDHsTzPU/n18v3C3Xc3Bb/JtnpJx33P81K1Rt8Z6wEcf/zxOv7447f7/re+9S2de+65Ou+88yRJ3/nOd7RixQpdc801JhO/Zs2aYV37scce03/913/pjjvuUE9Pj4IgUKlU0he/+MVtjr388sv1la98ZVjXAQAAAAAMT1K+v72GfI3r65Py/Xq9LsdxVD3pJEWf/7zcF15Q5rHHFB91lMIwVCaTMVn95Ng0Bfrj+k5qtZrWrFmjhQsXNr2+cOFC/eIXv9jl819++eVav3691q5dqyuuuEIf/ehHBwzyJenzn/+8Ojs7zdf69et3+foAAAAAgJ0bTvl+HMeyCwX1HHecJCl/zz3mmDiOTff9pBt/0swvDcZ1oL9p0ybV63XNmDGj6fUZM2bo5ZdfHvR5jj32WH3gAx/Q/fffr1mzZmn16tVDHovv+yqVSk1fAAAAAIDR1xjo76x8PwnYLcuS53mqnHSSJKnwox/JqtfNuZLg3rIshWGYqmZ8Y166Pxj9tzkY6tYHK1as2OkxZ5999lCHBQAAAABokYHK95PsfP8YMSnft21b9nveo/qUKcq8+qqchx9WuGCBgiCQ4zjyPE/ValWVSoXt9Vpl2rRpymQy22TvN27cuE2WHwAAAACQXsPtvu8XCup9fTv1/uX7jU350pTRH9eBvud5Ovzww/XAAw80vf7AAw9o3rx5YzQqAAAAAECrDVS+nxiofD853rIslRctkiTlV6yQqlXZtm0+43meMpmMwjAc7VtomTEv3e/p6dGzzz5rvn/uuef09NNPa+rUqdp777114YUX6swzz9QRRxyho446Stddd53WrVunj33sY2My3qVLl2rp0qWq1+tjcn0AAAAAmKyS8v2kgd72yveT7vtRFG3N2L/znQpnzJDzyityV61ScNxxJqZzXVdxHKcqo2/F/ac+WuxnP/uZFixYsM3rZ511lm688UZJ0tVXX62vf/3reumll3TwwQfr29/+tubPn9/ikTbr6upSe3u7Ojs7acwHAAAAAC0QRZHCMJRt23KcrXnrJEhPgvtEGIYKgkBxHKteryv69KfVvmyZehYtUve116pWqzUd39HRoba2tpbf01AMNg4d80B/oiLQBwAAAIDWq9VqkiTHcUwJfpKNT7L80tYJgFqtZiYBXluxQm9YvFhRPq8NTz2lOJczVQCu66q9vV25XG7M7mswBhuHjus1+gAAAAAANOrflC8p3++vMcMfx7GcefMUzJolu69P2ZUrm9bwu65rtuVLAwJ9AAAAAMCEMdju+5JM8B7HsVzPU+8//7MkKXfPPU2fieOYQB8AAAAAgLHQuK5+oO77/bfaS473fV+1U06RJOVWrVLc2WmC/VqtpiAIRnvoLUOgDwAAAACYUIZSvp/JZExn/szb3qbavvvKrlblr1hh1vSnrXUdgT4AAAAAYEIZSvl+0zp911XfokWSpMK998qyLHOOMAxHfdytQqA/REuXLtXs2bM1d+7csR4KAAAAAExKtm0PmNWXdl6+X128WJKUfeghxa++Ktu25bpu05KAiS49d9IiF1xwgZ555hmtXr16rIcCAAAAAJPeQFn9Rv3L952DD1b1rW+VFYbK3n+/OWagz05UBPoAAAAAgAln2OX7jtNUvm/btjKZjFzXbcWwW4JAHwAAAAAw4YxE+b7/y19KL7+ser2uer3ewtGPLgJ9AAAAAMCENpjy/cYO++5++6ly2GGyokjZ++5TvV7fZqu+iYxAHwAAAAAwIQ2lfD+TyZjX3Ybu+/l77jHvpQWBPgAAAABgQhpu+b7neaouWqTYspRds0bx88/TjG8yY3s9AAAAABh/hlq+773xjaq8Htfl7ruPQH8yY3s9AAAAABg/hlu+73meyiedJEny776bQB8AAAAAgPFguOX7rusqWLRIcSYj7ze/UfSnP7V45KOHQB8AAAAAkApDKd+XJGfmTJXnzZMk2Xfc0ZpBtgCBPgAAAABgQhtO+X4URU3l+5k772zFUFvCGesBAAAAAACwK5Ly/SiKFEVRU9Y+Kd9Pvk+y+vV6Xa7rqnrSSep57DE5H/qQMnEspWCtPoE+AAAAACA1kkBfkumwP1Cgb9bzT5mi7iuvVLFYVDYFQb5E6T4AAAAAIAV2VL7fX//yfcdxUtV1n4w+AAAAAGDCSwJ9SUMu35ekbDbb+kGPEjL6AAAAAIBUGGxTvv7d9z3PS1VGn0B/iJYuXarZs2dr7ty5Yz0UAAAAAECD4ZbvNwb9aWDF/fcawKB0dXWpvb1dnZ2dKpVKYz0cAAAAAICkWq0mSXIcxwT+9XpdkrYp56/VaqZ8P5PJNJX/j0eDjUPH910AAAAAADAEg83q9y/fH+9B/lCk504AAAAAAJPeQAH7QOv0pX+U79fr9aaJgYmOQB8AAAAAkBqNGf3+wXv/QD/J6qdtRTuBPgAAAAAgVfqX71uWtcPu+9I/1vGnAYE+AAAAACBVhlq+n7au+wT6AAAAAIBUGWr5fmOH/jRIz50AAAAAAPC6oZbvE+gDAAAAADCO7ShwHyirnyYE+gAAAACA1BmofH976/TThkB/iJYuXarZs2dr7ty5Yz0UAAAAAMAO9M/qN2bu0xzsW3Ga724UdXV1qb29XZ2dnSqVSmM9HAAAAABAP1EUKQxD2bYtx3HMa3EcN22tN1EMNg6dWHcFAAAAAMAgTdbyfQJ9AAAAAEBqTcbyfQJ9AAAAAEBq9d9mT0p/Vp9AHwAAAACQegMF+mlFoA8AAAAASC3btrfJ6jdm9NOY1SfQBwAAAABMCpMlq0+gDwAAAABItcm2Tp9AHwAAAACQao2d9ydD+T6BPgAAAAAg9XaU1U8bAn0AAAAAQOo1ZvUTaS3fJ9AHAAAAAKReY0a/MasvEehPekuXLtXs2bM1d+7csR4KAAAAAGAI+mf1LctKZVbfitN0Ny3U1dWl9vZ2dXZ2qlQqjfVwAAAAAAA7EUWRwjCUbdtyHMe8FsexLMsasLx/PBlsHDq+7wIAAAAAgBGW9oZ8BPoAAAAAgEnBtu1tuu9blqVMJjPus/lDkZ47AQAAAABgkPo35EsTAn0AAAAAwKTRP6OfRgT6AAAAAIBJY6Dy/bQh0AcAAAAATEoE+gAAAAAApECaGu8NJN13BwAAAABAP42l+2nM6hPoAwAAAAAmnTRn9dN7ZwAAAAAAbEeaG/IR6AMAAAAAJp00l+8T6AMAAAAAJqW0lu+n864AAAAAANiJtJbvE+gDAAAAACY1An0AAAAAAFLAtu1UZvUJ9Ido6dKlmj17tubOnTvWQwEAAAAAjJA0BfpWHMfxWA9iIurq6lJ7e7s6OztVKpXGejgAAAAAgGGIokhhGMq2bTmOM9bD2aHBxqHj+y4AAAAAABhFSYCfpg786bkTAAAAAACGIU1BvkSgDwAAAABAqhDoAwAAAACQIgT6AAAAAACkCIE+AAAAAAApQqAPAAAAAECKEOgDAAAAAJAiBPoAAAAAAKQIgT4AAAAAAClCoA8AAAAAQIoQ6AMAAAAAkCIE+gAAAAAApAiBPgAAAAAAKUKgDwAAAABAihDoAwAAAACQIgT6AAAAAACkCIE+AAAAAAApQqAPAAAAAECKOGM9gIkqjmNJUldX1xiPBAAAAAAwGSTxZxKPbg+B/jB1d3dLkvbaa68xHgkAAAAAYDLp7u5We3v7dt+34p1NBWBAURRpw4YNamtrk2VZOzx27ty5Wr169bCuM9TPdnV1aa+99tL69etVKpWGdU0MbFf+HMeT8XQfrR7LaF1vpM+7q+fjmTPxjad/p7tivN0Hz5zROddwz8HzZvwYb/9Wh2u83UcrxzOa1xpPzxx+x9maye/u7tYee+wh297+Snwy+sNk27ZmzZo1qGMzmcyw/3IM97OlUmlc/YVMg135cxxPxtN9tHoso3W9kT7vrp6PZ87EN57+ne6K8XYfPHNG51zDPQfPm/FjvP1bHa7xdh+tHM9oXms8PXP4HWerHWXyEzTja4ELLrhgTD6LkZWWP4vxdB+tHstoXW+kz7ur5+OZM/Gl5c9hvN0Hz5zROddwzzHe/n5MZmn5sxhv99HK8YzmtcbTM4ffcQaP0v2U6erqUnt7uzo7O8fdzBOA9OGZA6BVeN4AaKWJ/swho58yvu/rS1/6knzfH+uhAJgEeOYAaBWeNwBaaaI/c8joAwAAAACQImT0AQAAAABIEQJ9AAAAAABShEAfAAAAAIAUIdAHAAAAACBFCPQBAAAAAEgRAv1J7OSTT9aUKVN06qmnjvVQAKTQfffdpwMOOED77befvve97431cACkHL/XAGiF9evX65hjjtHs2bN1yCGH6I477hjrIQ2I7fUmsVWrVqmnp0c33XST7rzzzrEeDoAUCcNQs2fP1qpVq1QqlTRnzhw9/vjjmjp16lgPDUBK8XsNgFZ46aWX9Morr+iwww7Txo0bNWfOHP3pT39SoVAY66E1IaM/iS1YsEBtbW1jPQwAKfTEE0/ooIMO0p577qm2tjadcMIJWrFixVgPC0CK8XsNgFaYOXOmDjvsMEnS7rvvrqlTp2rz5s1jO6gBEOiPUw899JBOPPFE7bHHHrIsSz/4wQ+2Oebqq6/Wm970JmWzWR1++OF6+OGHWz9QAKm0q8+gDRs2aM899zTfz5o1Sy+++GIrhg5gAuL3HgCtMpLPmyeffFJRFGmvvfYa5VEPHYH+ONXb26tDDz1UV1111YDv33777frMZz6jL3zhC3rqqad09NFH6/jjj9e6devMMYcffrgOPvjgbb42bNjQqtsAMEHt6jNooFVhlmWN6pgBTFwj8XsPAAzGSD1vXn31VX3kIx/Rdddd14phD12McU9SfPfddze9duSRR8Yf+9jHml478MAD40suuWRI5161alX8/ve/f1eHCCDFhvMMevTRR+PFixeb9z71qU/Ft9xyy6iPFcDEtyu/9/B7DYChGO7zplKpxEcffXT8/e9/vxXDHBYy+hNQrVbTmjVrtHDhwqbXFy5cqF/84hdjNCoAk8VgnkFHHnmkfve73+nFF19Ud3e37r//fh177LFjMVwAExy/9wBolcE8b+I41tlnn613vetdOvPMM8dimIPijPUAMHSbNm1SvV7XjBkzml6fMWOGXn755UGf59hjj9WvfvUr9fb2atasWbr77rs1d+7ckR4ugJQZzDPIcRx985vf1IIFCxRFkS6++GLttttuYzFcABPcYH/v4fcaALtqMM+bRx99VLfffrsOOeQQs77/5ptv1j/90z+1erg7RKA/gfVf7xrH8ZDWwNIBG8Cu2NkzaNGiRVq0aFGrhwUgpXb2zOH3GgAjZUfPm3e84x2KomgshjUklO5PQNOmTVMmk9kme79x48ZtZp8AYKTxDALQSjxzALRKmp43BPoTkOd5Ovzww/XAAw80vf7AAw9o3rx5YzQqAJMFzyAArcQzB0CrpOl5Q+n+ONXT06Nnn33WfP/cc8/p6aef1tSpU7X33nvrwgsv1JlnnqkjjjhCRx11lK677jqtW7dOH/vYx8Zw1ADSgmcQgFbimQOgVSbN82ZMe/5ju1atWhVL2ubrrLPOMscsXbo03meffWLP8+I5c+bEP//5z8duwABShWcQgFbimQOgVSbL88aK4zhu7dQCAAAAAAAYLazRBwAAAAAgRQj0AQAAAABIEQJ9AAAAAABShEAfAAAAAIAUIdAHAAAAACBFCPQBAAAAAEgRAn0AAAAAAFKEQB8AAAAAgBQh0AcAAAAAIEUI9AEAwLh1zDHHyLIsWZalp59+umXXfeMb32iu+9prr7XsugAAjAQCfQAAUuLss882wWnj13HHHTfWQ9slH/3oR/XSSy/p4IMP1pe//OUB77Hxa+3atQOe55vf/Kba29vV19e3zXuVSkUdHR361re+JUlavXq1li9fPpq3BQDAqCHQBwAgRY477ji99NJLTV+33XbbqF6zVquN6vnz+bze8IY3yHEcXXTRRU33NmvWLP2f//N/ml7ba6+9BjzPRz7yEZXL5QED+OXLl6uvr09nnnmmJGn69OmaOnXqqN4XAACjhUAfAIAU8X1fb3jDG5q+pkyZYt63LEvf+973dPLJJyufz2u//fbTPffc03SOZ555RieccIKKxaJmzJihM888U5s2bTLvH3PMMfrkJz+pCy+8UNOmTdN73/teSdI999yj/fbbT7lcTgsWLNBNN91kSt97e3tVKpV05513Nl3r3nvvVaFQUHd396Dur1gsNt1bJpNRW1ub+T6Xy+njH/+4dt99d5VKJb3rXe/Sr3/9a0lbg/cTTzxRN9xwwzbnveGGG7Ro0SJNnz59cD9oAADGMQJ9AAAmma985Ss67bTT9Jvf/EYnnHCCPvShD2nz5s2SpJdeeknvfOc7ddhhh+nJJ5/Uj3/8Y73yyis67bTTms5x0003yXEcPfroo/rud7+rtWvX6tRTT9XixYv19NNP6/zzz9cXvvAFc3yhUNDpp5+uZcuWNZ1n2bJlOvXUU9XW1rbL9xXHsd73vvfp5Zdf1v333681a9Zozpw5eve7323u79xzz9XPf/5zPffcc+Zza9eu1apVq3Tuuefu8hgAABgPCPQBAEiR++67T8Visenrq1/9atMxZ599ts444wy95S1v0WWXXabe3l498cQTkqRrrrlGc+bM0WWXXaYDDzxQb3vb23TDDTdo1apV+vOf/2zO8Za3vEVf//rXdcABB+jAAw/UtddeqwMOOEDf+MY3dMABB+j000/X2Wef3XTd8847TytWrNCGDRskSZs2bdJ9992nJUuWjMi9r1q1Sr/97W91xx136IgjjtB+++2nK664Qh0dHaaS4Nhjj9Uee+yhG2+80Xxu2bJl2mOPPbRw4cIRGQcAAGPNGesBAACAkbNgwQJdc801Ta/1X2t+yCGHmP8vFApqa2vTxo0bJUlr1qzRqlWrVCwWtzn3X//6V+2///6SpCOOOKLpvT/96U+aO3du02tHHnnkNt8fdNBB+v73v69LLrlEN998s/bee2/Nnz9/iHc5sDVr1qinp0e77bZb0+vlcll//etfJUmZTEZnnXWWbrzxRn3pS1+SZVm66aabdPbZZyuTyYzIOAAAGGsE+gAApEihUNBb3vKWHR7jum7T95ZlKYoiSVIURTrxxBP1ta99bZvPzZw5s+k6jeI4lmVZ27zW33nnnaerrrpKl1xyiZYtW6Zzzjlnm88NVxRFmjlzpn72s59t815HR4f5/yVLlujyyy/Xgw8+KElat26dzjnnnBEZAwAA4wGBPgAAMObMmaPly5frjW98oxxn8L8mHHjggbr//vubXnvyySe3Oe7DH/6wLr74Yl155ZX6/e9/r7POOmuXx5yYM2eOXn75ZTmOoze+8Y3bPe7Nb36z3vnOd2rZsmWK41jHHHOM3vzmN4/YOAAAGGus0QcAIEWq1apefvnlpq/Gjvk7c8EFF2jz5s0644wz9MQTT+hvf/ubfvKTn2jJkiWq1+vb/dz555+vP/7xj/rc5z6nP//5z/rv//5vsw6+MWM/ZcoUnXLKKfrsZz+rhQsXatasWcO+1/7e85736KijjtLixYu1YsUKrV27Vr/4xS/07//+79tMOpx77rm66667dPfdd9OEDwCQOgT6AACkyI9//GPNnDmz6esd73jHoD+/xx576NFHH1W9Xtexxx6rgw8+WJ/+9KfV3t4u297+rw1vetObdOedd+quu+7SIYccomuuucZ03fd9v+nYc889V7VabcSa8CUsy9L999+v+fPna8mSJdp///11+umna+3atZoxY0bTse9///vl+75839cpp5wyouMAAGCsWfFAC+gAAAB20aWXXqprr71W69evb3r9lltu0ac//Wlt2LBBnuft8BzHHHOMDjvsMH3nO98ZxZEO7Gc/+5kWLFigLVu2NK3xBwBgvCOjDwAARsTVV1+t1atX629/+5tuvvlmfeMb32hag9/X16ff//73uvzyy3X++efvNMhvPG+xWNRvf/vb0Rr6Ng466CAdf/zxLbseAAAjiYw+AAAYEf/6r/+q22+/XZs3b9bee++tM888U5///OdNU78vf/nLuvTSSzV//nz98Ic/HHALv/5efPFFlctlSdLee+896MmBXfX8888rCAJJ0r777rvDZQsAAIw3BPoAAAAAAKQI09MAAAAAAKQIgT4AAAAAAClCoA8AAAAAQIoQ6AMAAAAAkCIE+gAAAAAApAiBPgAAAAAAKUKgDwAAAABAihDoAwAAAACQIv8f2AypJ3ieH/YAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "emin, emax = [0.1, 100] * u.TeV\n", "nburn = 50\n", @@ -359,7 +573,7 @@ " spectral_model = dataset.models[\"source\"].spectral_model\n", "\n", " spectral_model.plot(\n", - " energy_range=(emin, emax),\n", + " energy_bounds=(emin, emax),\n", " ax=ax,\n", " energy_power=2,\n", " alpha=0.02,\n", @@ -368,7 +582,7 @@ "\n", "\n", "sky_model_simu.spectral_model.plot(\n", - " energy_range=(emin, emax), energy_power=2, ax=ax, color=\"red\"\n", + " energy_bounds=(emin, emax), energy_power=2, ax=ax, color=\"red\"\n", ");" ] }, @@ -384,9 +598,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 18, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# Here we plot the trace of one walker in a given parameter space\n", "parx, pary = 0, 1\n", @@ -417,7 +642,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 19, "metadata": {}, "outputs": [], "source": [ @@ -426,11 +651,18 @@ "# plot_trace(sampler, dataset)\n", "# plot_corner(sampler, dataset, nburn=200)" ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -444,7 +676,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.0" + "version": "3.10.14" } }, "nbformat": 4,