{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Reflection in Hot Jupiters \n", "\n", "This tutorial covers how albedo and reflection spectra are computed in POSEIDON v1.2.\n", "\n", "The calculation of reflection spectra inherently requires one to account for directional scattering. The scattering can arise from various processes, including Rayleigh scattering (which is symmetric) and scattering from aerosols (which can have strong back-scattering cross sections). Consequently, we recommend first going through the previous tutorials [\\\"Generating Secondary Eclipse Emission Spectra\\\"](emission_basic.html), [\\\"Clouds In Transmission Spectra\\\"](transmission_clouds.html), and [\\\"Thermal Scattering\\\"](emission_scattering.html).\n", "\n", "For background reading on exoplanet albedo / reflection spectra, be sure to check out [Sudarsky 2000](https://ui.adsabs.harvard.edu/abs/2000ApJ...538..885S/abstract).\n", "\n", "For this notebook, we will see how reflection affects the secondary eclipse spectrum of a hot Jupiter. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Reflection Spectroscopy in POSEIDON\n", "\n", "POSEIDON v1.2 includes reflection spectroscopy modelling capabilities adapted from the [PICASO](https://natashabatalha.github.io/picaso/) package developed by Natasha Batalha. If you use POSEIDON for reflection spectroscopy, please cite [Batalha et al. 2019](https://ui.adsabs.harvard.edu/abs/2019ApJ...878...70B/abstract) to recognise the significant work of the PICASO team in developing the reflection forward model used in POSEIDON.\n", "\n", "Note that the PICASO is *not* a modular dependency of POSEIDON, rather several radiative transfer functions from PICASO have been adapted to work within the internal structure of POSEIDON.\n", "\n", "
\n", "\n", " **Note:**\n", "\n", " If you downloaded the aerosol database hdf5 file for v1.2, you will need to download the new version released with v1.3.1, which has updated, more accurate aerosol scattering properties. You can find the updated aerosol database on [Zenodo](https://doi.org/10.5281/zenodo.15711943).\n", "\n", "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Example: HD 189733b Secondary Eclipse\n", "\n", "Here we use HD 189733b as a test case. We define a clear model with no reflection, a clear model with reflection, and a model with MgSiO3 (enstatite) aerosols (slab model, patchy).\n", "\n", "Hot Jupiter eclipse spectra at visible wavelengths can be either dark (due to alkali absorption) or bright (due to reflected light from silicate clouds.\n", "\n", "For reflection, there are a few things to be noted. \n", "\n", "1. The user must include the planet's distance from it's host star into the create_planet() function via a_p = 'distance from host star'\n", "2. Below, we define the wavelength grid to be linear from 0.2 to 1 um. This is because reflection uses a tridiagonal matrix solver that can be slow, and wavenumber resolution can crowd the UVIS wavelengths with points. \n", "3. When we define our model, we introduce three new options \n", "- reflection = True (turns on reflection)\n", "- Na_K_fixed_ratio = True (this just makes it to where log_K = 0.1 log_Na)\n", "- reflection_up_to_5um = True (computed albedo only up to 5 um, to speed up calculations)" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from POSEIDON.constants import R_Sun, R_J, M_J\n", "from POSEIDON.core import create_star, create_planet, define_model, \\\n", " wl_grid_constant_R, read_opacities\n", "\n", "import numpy as np\n", "from scipy.constants import au\n", "from scipy.constants import parsec as pc\n", "\n", "#***** Model wavelength grid *****#\n", "\n", "wl_min = 0.2 # Minimum wavelength (um)\n", "wl_max = 5 # Maximum wavelength (um)\n", "R = 5000 # Spectral resolution of grid\n", "\n", "# We need to provide a model wavelength grid to initialise instrument properties\n", "wl_1 = np.linspace(wl_min, 1.0, 1000)[:-1]\n", "wl_2 = wl_grid_constant_R(1.0, wl_max, R)\n", "wl_2 = wl_2[1:] # Indexing to avoid 1.0 um being repeated twice\n", "wl = np.concatenate((wl_1, wl_2))\n", "\n", "#***** Define planet properties *****#\n", "\n", "planet_name = 'HD 189733b' # Planet name used for plots, output files etc.\n", "\n", "R_p = 1.13*R_J # Planetary radius (m)\n", "M_p = 1.129*M_J\n", "d = 19.7638*pc\n", "a_p = 0.03142*au\n", "\n", "# Create the planet object\n", "planet = create_planet(planet_name, R_p, mass = M_p, a_p = a_p)\n", "\n", "\n", "#***** Define stellar properties *****#\n", "\n", "R_s = 0.78*R_Sun # Stellar radius (m)\n", "T_s = 5014 # Stellar effective temperature (K)\n", "Met_s = 0.13 # Stellar metallicity [log10(Fe/H_star / Fe/H_solar)] <--- note: for PHOENIX, only the solar metallicity models are used \n", "log_g_s = 4.58 # Stellar log surface gravity (log10(cm/s^2) by convention)\n", "\n", "# Create the stellar object\n", "star = create_star(R_s, T_s, log_g_s, Met_s, wl = wl, stellar_grid = 'phoenix')\n", "\n", "#***** Define model *****#\n", "\n", "model_name_clear_no_reflect = 'No_Reflection'\n", "\n", "#***** Define model *****#\n", "\n", "bulk_species = ['H2', 'He']\n", "param_species = ['CO', 'CO2', 'H2O', 'K','Na',]\n", "\n", "# Create the model object\n", "model_clear_no_reflect = define_model(model_name_clear_no_reflect, bulk_species, param_species, \n", " PT_profile = 'Guillot_dayside',\n", " thermal = True, thermal_scattering = False, reflection = False, \n", " Na_K_fixed_ratio = True,\n", " reflection_up_to_5um = True)\n", "\n", "model_name_clear_reflect = 'Reflection'\n", "\n", "#***** Define model *****#\n", "\n", "bulk_species = ['H2', 'He']\n", "param_species = ['CO', 'CO2', 'H2O', 'K','Na',]\n", "\n", "# Create the model object\n", "model_clear_reflect = define_model(model_name_clear_reflect, bulk_species, param_species, \n", " PT_profile = 'Guillot_dayside',\n", " thermal = True, thermal_scattering = True, reflection = True, \n", " Na_K_fixed_ratio = True,\n", " reflection_up_to_5um = True)\n", "\n", "\n", "model_name_MgSiO3_reflect = 'HD189-ER-MgSiO3-Patchy-New-Alkalis'\n", "\n", "#***** Define model *****#\n", "\n", "bulk_species = ['H2', 'He']\n", "param_species = ['CO', 'CO2', 'H2O', 'K','Na',]\n", "aerosol_species = ['MgSiO3']\n", "\n", "# Create the model object\n", "model_MgSiO3_reflect = define_model(model_name_MgSiO3_reflect, bulk_species, param_species, \n", " PT_profile = 'Guillot_dayside',\n", " cloud_model = 'Mie',cloud_type = 'slab',\n", " aerosol_species = aerosol_species,\n", " thermal = True, thermal_scattering = True, reflection = True, \n", " Na_K_fixed_ratio = True,\n", " reflection_up_to_5um = True,\n", " cloud_dim = 2)\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we load in the cross sections." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Loading in opac for clear models\n", "Reading in cross sections in opacity sampling mode...\n", "H2-H2 done\n", "H2-He done\n", "CO2-H2 done\n", "CO2-CO2 done\n", "CO done\n", "CO2 done\n", "H2O done\n", "Na done\n", "K done\n", "Opacity pre-interpolation complete.\n", "\n", "Loading in opac with MgSiO3 aerosols\n", "Reading in database for aerosol cross sections...\n" ] } ], "source": [ "#***** Read opacity data *****#\n", "\n", "opacity_treatment = 'opacity_sampling'\n", "\n", "# Define fine temperature grid (K)\n", "T_fine_min = 100 # Same as prior range for T\n", "T_fine_max = 3000 # Same as prior range for T\n", "T_fine_step = 20 # 10 K steps are a good tradeoff between accuracy and RAM\n", "\n", "T_fine = np.arange(T_fine_min, (T_fine_max + T_fine_step), T_fine_step)\n", "\n", "# Define fine pressure grid (log10(P/bar))\n", "log_P_fine_min = -6.0 # 1 ubar is the lowest pressure in the opacity database\n", "log_P_fine_max = 2.0 # 100 bar is the highest pressure in the opacity database\n", "log_P_fine_step = 0.2 # 0.2 dex steps are a good tradeoff between accuracy and RAM\n", "\n", "log_P_fine = np.arange(log_P_fine_min, (log_P_fine_max + log_P_fine_step), \n", " log_P_fine_step)\n", "\n", "#***** Specify fixed atmospheric settings for retrieval *****#\n", "\n", "# Atmospheric pressure grid\n", "P_min = 1.0e-6 # 1 ubar\n", "P_max = 100 # 100 bar\n", "N_layers = 100 # 100 layers\n", "\n", "# Let's space the layers uniformly in log-pressure\n", "P = np.logspace(np.log10(P_max), np.log10(P_min), N_layers)\n", "\n", "# Specify the reference pressure\n", "P_ref = 1 # Retrieved R_p_ref parameter will be the radius at 1 bar\n", "\n", "#***** Run atmospheric retrieval *****#\n", "print('Loading in opac for clear models')\n", "opac_clear = read_opacities(model_clear_reflect, wl, opacity_treatment, T_fine, log_P_fine)\n", "\n", "# Create opac object with MgSiO3 aerosols \n", "# This funciton takes the clear opac object and adds MgSiO3 aerosols \n", "# Skipping the gas-opacity pre-interpolation \n", "# Note that you can also just use the read_opacities function again to make opac object with \n", "# MgSiO3 aerosols\n", "\n", "from POSEIDON.clouds import switch_aerosol_in_opac\n", "print()\n", "print('Loading in opac with MgSiO3 aerosols')\n", "opac_mgsio3 = switch_aerosol_in_opac(model_MgSiO3_reflect,opac_clear)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For now, lets just assume some cloud properties (slab near the thermal inversion). We will explore different cloud properties later on in the notebook.\n", "\n", "Also, lets define an atmosphere with negligible alkali abundance, to see how alkalis shape reflection.\n", "\n", "Lets also put a slab high up in the atmosphere, where the slab is higher up in the atmosphere (lower pressures)." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "from POSEIDON.core import make_atmosphere\n", "\n", "R_p_ref = 1.12 * R_J\n", "\n", "log_kappa_IR = -4.82 \n", "log_gamma = -0.42 \n", "T_int = 255.7 \n", "T_equ = 1159.5\n", "\n", "log_CO = -5.30 \n", "log_CO2 = -3.07 \n", "log_H2O = -5.33 \n", "log_Na = -6.59 \n", "\n", "\n", "f_cloud = 1\n", "log_P_top_slab_MgSiO3 = -1\n", "Delta_log_P_MgSiO3 = 3\n", "log_r_m_MgSiO3 = -1.40\n", "log_X_MgSiO3 = -15\n", "\n", "PT_params = np.array([log_kappa_IR, log_gamma, T_int, T_equ])\n", "\n", "log_X_params = np.array([log_CO, log_CO2, log_H2O, log_Na,])\n", "\n", "cloud_params = np.array([f_cloud, log_P_top_slab_MgSiO3, Delta_log_P_MgSiO3, log_r_m_MgSiO3, log_X_MgSiO3])\n", "\n", "\n", "atmosphere_clear_no_reflect = make_atmosphere(planet, model_clear_no_reflect, P, P_ref, R_p_ref, \n", " PT_params, log_X_params)\n", "\n", "atmosphere_clear_reflect = make_atmosphere(planet, model_clear_reflect, P, P_ref, R_p_ref, \n", " PT_params, log_X_params)\n", "\n", "atmosphere_MgSiO3_reflect = make_atmosphere(planet, model_MgSiO3_reflect, P, P_ref, R_p_ref, \n", " PT_params, log_X_params, cloud_params)\n", "\n", "# With no alkalis \n", "\n", "log_X_params = np.array([log_CO, log_CO2, log_H2O, -50,])\n", "\n", "atmosphere_clear_reflect_no_alkalis = make_atmosphere(planet, model_clear_reflect, P, P_ref, R_p_ref, \n", " PT_params, log_X_params)\n", "\n", "# MgSiO3 high up in atmosphere \n", "\n", "log_X_params = np.array([log_CO, log_CO2, log_H2O, log_Na,])\n", "cloud_params = np.array([f_cloud, -6, Delta_log_P_MgSiO3, log_r_m_MgSiO3, -10])\n", "\n", "atmosphere_MgSiO3_reflect_high_up = make_atmosphere(planet, model_MgSiO3_reflect, P, P_ref, R_p_ref, \n", " PT_params, log_X_params, cloud_params)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's see what the atmosphere looks like." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.visuals import plot_PT, plot_chem\n", "\n", "# Produce plots of atmospheric properties\n", "fig_PT = plot_PT(planet, model_clear_reflect, atmosphere_clear_reflect, log_P_max = 2.0)\n", "\n", "\n", "fig_chem = plot_chem(planet, model_clear_reflect, atmosphere_clear_reflect, \n", " plot_species = ['H2O', 'CO', 'CO2', 'Na'],\n", " log_X_min = -9, log_P_max = 2.0)\n", "\n", "\n", "from POSEIDON.clouds import plot_clouds\n", "\n", "plot_clouds(planet,model_MgSiO3_reflect,atmosphere_MgSiO3_reflect)\n", "\n", "plot_clouds(planet,model_MgSiO3_reflect,atmosphere_MgSiO3_reflect_high_up)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now let's compute some spectra! \n", "\n", "When computing spectra with reflection turned on, there's also an option to turn on 'return_albedo', which will return the geometric albedo computed by the reflection function. " ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "from POSEIDON.core import compute_spectrum\n", "\n", "Fp_Fs_clear_no_reflect = compute_spectrum(planet, star, model_clear_no_reflect, atmosphere_clear_no_reflect, opac_clear, wl, \n", " spectrum_type = 'emission') \n", "\n", "Fp_Fs_clear_reflect, \\\n", "albedo_clear = compute_spectrum(planet, star, model_clear_reflect, atmosphere_clear_reflect, opac_clear, wl, \n", " spectrum_type = 'emission', return_albedo = True) \n", "\n", "Fp_Fs_clear_reflect_no_alkalis, \\\n", "albedo_clear_no_alkalis = compute_spectrum(planet, star, model_clear_reflect, atmosphere_clear_reflect_no_alkalis, opac_clear, wl, \n", " spectrum_type = 'emission', return_albedo = True) \n", "\n", "Fp_Fs_MgSiO3_reflect, \\\n", "albedo_MgSiO3 = compute_spectrum(planet, star, model_MgSiO3_reflect, atmosphere_MgSiO3_reflect, opac_mgsio3, wl, \n", " spectrum_type = 'emission', return_albedo = True) \n", "\n", "Fp_Fs_MgSiO3_reflect_high_up, \\\n", "albedo_MgSiO3_high_up = compute_spectrum(planet, star, model_MgSiO3_reflect, atmosphere_MgSiO3_reflect_high_up, opac_mgsio3, wl, \n", " spectrum_type = 'emission', return_albedo = True) " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Generate the plots." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.visuals import plot_spectra\n", "from POSEIDON.utility import plot_collection\n", "\n", "spectra = []\n", "\n", "# Add the three model spectra to the plot collection object\n", "spectra = plot_collection(Fp_Fs_clear_no_reflect, wl, collection = spectra)\n", "spectra = plot_collection(Fp_Fs_clear_reflect, wl, collection = spectra)\n", "spectra = plot_collection(Fp_Fs_clear_reflect_no_alkalis, wl, collection = spectra)\n", "spectra = plot_collection(Fp_Fs_MgSiO3_reflect, wl, collection = spectra)\n", "spectra = plot_collection(Fp_Fs_MgSiO3_reflect_high_up, wl, collection = spectra)\n", "\n", "# Plot spectra\n", "title = 'Effect of Reflection'\n", "\n", "# Produce figure and save to file\n", "fig_spec = plot_spectra(spectra, planet, R_to_bin = 100, plot_full_res = False,\n", " y_unit = 'eclipse_depth', \n", " spectra_labels = ['Clear - No Reflection', 'Clear - Reflection', \n", " 'Clear - Reflection (No Alkalis)', 'MgSiO3 - Reflection',\n", " 'MgSiO3 - Reflection (High Up)'],\n", " legend_location = 'outside right', wl_axis = 'log', \n", " colour_list = ['gray', '#ff7f00', '#984ea3', 'darkturquoise', 'green'],\n", " plt_label = title,\n", " figure_shape = 'wide')\n", "\n", "# Produce figure and save to file\n", "title = 'Effect of Reflection - Zoomed'\n", "\n", "fig_spec = plot_spectra(spectra, planet, R_to_bin = 100, plot_full_res = False,\n", " y_unit = 'eclipse_depth', \n", " spectra_labels = ['Clear - No Reflection', 'Clear - Reflection',\n", " 'Clear - Reflection (No Alkalis)', 'MgSiO3 - Reflection', \n", " 'MgSiO3 - Reflection (High Up)'],\n", " legend_location = 'outside right', wl_axis = 'log', \n", " colour_list = ['gray', '#ff7f00', '#984ea3', 'darkturquoise', 'green'],\n", " plt_label = title,\n", " figure_shape = 'wide',\n", " wl_max = 2, y_max = 0.3e-3)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "From above we can make a few observations:\n", "\n", "1. With no alkalis, the planet is brightest due to reflection (purple line). This is solely due to Rayleigh reflection. \n", "2. However, with equilibrium chemistry we expect hot Jupiters to have alkali abundances, which substantially darken spectra (orange line)\n", "3. Silicate clouds can form in hot Jupiters, and can back scatter light (blue line). It also has a reflection spike near 1 um.\n", "4. When silicates are deep in the atmosphere, the alkali absorption imprints on the spectra still (imagine that the starlight has to go through the atmosphere with alkalis, all the way down to the slab, and then reflect back out). When the silicates are high up, they can reflect the star-light before alkalis imprint on the spectra.\n", "\n", "After about 1.5 microns, the reflection signal is washed out by the emission signal (where H2O absorption features start to show up). However, this is not always the case (see Parameter Exploration below)\n", "\n", "Now let's plot the albedos. To make them easier to plot up, we bin the spectra down first." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "POSEIDON returns the planet-star flux ratio by default, but as we saw above the `compute_spectrum` function can also return the geometric albedo spectrum. These quantities are related by the following equation\n", "\n", "$$\n", "\\begin{equation}\n", "F_{\\rm{p, \\, reflected, \\, obs}}(\\lambda) = A_g(\\lambda) \\; \\left(\\frac{R_p(\\lambda)}{a_p}\\right)^2 \\; \\left(\\frac{R_s}{d}\\right)^2 \\; F_s(\\lambda)\n", "\\end{equation}\n", "$$\n", "\n", "Let's plot the geometric albedo spectra from the models above:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(0.2, 2.0)" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.utility import bin_spectrum\n", "import matplotlib.pyplot as plt \n", "\n", "wl_binned, spectrum_binned, err_binned = bin_spectrum(wl, albedo_clear_no_alkalis, 150, err_data = [])\n", "plt.plot(wl_binned, spectrum_binned, label = 'Clear - No Alkalis', c = '#984ea3')\n", "\n", "wl_binned, spectrum_binned, err_binned = bin_spectrum(wl, albedo_clear, 150, err_data = [])\n", "plt.plot(wl_binned, spectrum_binned, label = 'Clear - Alkalis', c = '#ff7f00')\n", "\n", "wl_binned, spectrum_binned, err_binned = bin_spectrum(wl, albedo_MgSiO3, 150, err_data = [])\n", "plt.plot(wl_binned, spectrum_binned, label = 'MgSiO3', c = 'darkturquoise')\n", "\n", "wl_binned, spectrum_binned, err_binned = bin_spectrum(wl, albedo_MgSiO3_high_up, 150, err_data = [])\n", "plt.plot(wl_binned, spectrum_binned, label = 'MgSiO3 (high up)', c = 'green')\n", "\n", "plt.ylabel('Geometric Albedo')\n", "plt.xlabel('Wavelength ($\\mu$m)')\n", "plt.legend()\n", "plt.xlim((0.2,2))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Reflection Parameter Exploration\n", "\n", "Let's shorten the wavelength array to just focus on the 0.2 to 2 um region.\n", "\n", "Since the wavelength array has changed, we reinitialise the opacities and recreate the star object. " ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Reading in cross sections in opacity sampling mode...\n", "H2-H2 done\n", "H2-He done\n", "CO2-H2 done\n", "CO2-CO2 done\n", "CO done\n", "CO2 done\n", "H2O done\n", "Na done\n", "K done\n", "Reading in database for aerosol cross sections...\n", "Opacity pre-interpolation complete.\n" ] } ], "source": [ "wl_min = 0.2 # Minimum wavelength (um)\n", "wl_max = 2 # Maximum wavelength (um)\n", "R = 5000 # Spectral resolution of grid\n", "\n", "# We need to provide a model wavelength grid to initialise instrument properties\n", "wl_1 = np.linspace(wl_min, 1.0, 1000)[:-1]\n", "wl_2 = wl_grid_constant_R(1.0, wl_max, R)\n", "wl_2 = wl_2[1:] # Indexing to avoid 1.0 um being repeated twice\n", "wl = np.concatenate((wl_1, wl_2))\n", "\n", "# Can also just load in aerosols in normal function\n", "opac_mgsio3 = read_opacities(model_MgSiO3_reflect, wl, opacity_treatment, T_fine, log_P_fine)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "star = create_star(R_s, T_s, log_g_s, Met_s, wl = wl, stellar_grid = 'phoenix')" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "R_p_ref = 1.12 * R_J\n", "\n", "log_kappa_IR = -4.82 \n", "log_gamma = -0.42 \n", "T_int = 255.7 \n", "T_equ = 1159.5\n", "\n", "log_CO = -5.30 \n", "log_CO2 = -3.07 \n", "log_H2O = -5.33 \n", "log_Na = -6.59 \n", "\n", "\n", "f_cloud = 1\n", "log_P_top_slab_MgSiO3 = -1\n", "Delta_log_P_MgSiO3 = 3\n", "log_r_m_MgSiO3 = -1.40\n", "log_X_MgSiO3 = -15\n", "\n", "PT_params = np.array([log_kappa_IR, log_gamma, T_int, T_equ])\n", "\n", "log_X_params = np.array([log_CO, log_CO2, log_H2O, log_Na,])\n", "\n", "cloud_params = np.array([f_cloud, log_P_top_slab_MgSiO3, Delta_log_P_MgSiO3, log_r_m_MgSiO3, log_X_MgSiO3])" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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fVo6dPn2agIAAQkNDy5R96KGHWLlyJVlZWQQHByvvOz4+nsmTJ4uhVkEQblml300nT54U23ndpvLz82nSpAkfffQRer2erKwsJk6ciMVicTkuET1zJao6Z+5m8Pb25uGHHyYvL4+VK1det7wr4/ktW7YEKDN/7erXTZo0UY5lZmYSFBRUro7SHr0dO3Zc936LFi1i0KBBZQI5gA4dOpQL5FJTU8nKyqJ79+5ljjdu3LhcIOd0Ojl06BBNmjRRArk/+vDDD2nWrBmBgYG0bNmy3PCtIAiCINQlYs7cDapre7N26tQJgG3btrm13pdeeolmzZoxYcIEkpOTcTgc/PTTTyxcuJAnnnhCWSEE8n5xWVlZ5SacZmdnA5SbA/FH2dnZ/PjjjxUOsV7Nbrezb98+/vrXv3LHHXfw5ptvVlpWkiRSUlJ48sknyc3NZdGiRRWWW758OZcuXWL//v1cvnyZQYMGMWzYsCoFx4IgCML1LVu2jIULF5Z5/Pzzz7XdrFtadefMidQkN2jixIm8/PLLFZ7LzMwkOjq6WvWW9mSlp6dXu20VCQsLY+PGjTz55JPExcWh1+tRq9W89tpr5X4b6N+/P0uWLGHLli307t1bOb5x40ZAHg6+lqVLlxIQEMA999xTaZkVK1bwt7/9DbPZzL333sv8+fPL9cKVunDhAq1bt8ZoNNKsWTO+++67MvmAriZJEm+99Zayomr69Ol88cUXPP/889x///03vA+eIAjCn93w4cNruwlCCdEzd4NKV7NW9KhuIAcoS7Krs7z7Wg4fPkzHjh2xWq2cO3cOs9nML7/8wieffMLQoUPLzI974403CAoKYty4cRw9ehS73c5PP/3E/Pnz8fb2vu4WJosWLeKRRx5Bp9NVWubhhx+moKCApKQk/P39adGiBatXr66wbHR0NLm5uWRmZjJ69GgSExMrnRfXu3fvMp+dVqulf//+pKamsnfv3mu2WxAEQRBuJSKYK1GX5swBypLsiIgIt9b75JNPkpWVxZdffkl8fDwajYZu3boxe/Zsvv322zLJHRs0aMCOHTto1aoV/fv3Jyoqirlz57Jq1Sr8/PyUuXMVOXLkCPv27bvuECvIAWtcXBxffPEF0dHRjBo1CqPRWGn5kJAQXnzxRf7+97/zxhtvsHXr1nJl/jhHD6BevXoA1c7jJwiCIAg1ScyZu0F1bc7czp07AejWrZvb6iwoKGDnzp0kJCSUG8osXXTw448/ljneuHFjli1bRlpaGunp6axZs4a2bduSmZlJmzZtKr3XF198wR133OHSvnkajYY+ffooOfCu58477wRg7dq1Var/T75wWxAEQajjRJ6520hBQQErVqzA39+fBx980G31luZjq2joVq2W/yqYTKbr1nPo0CHsdjt/+ctfKjzvcDj48ssvK+2VS0pK4qOPPqrwXGm6lNzcXOXYq6++WiYD+LXKlrp8+XK5Y5cuXQIgPj6+wnsLgiAIwq1IBHN1jNPp5OmnnyYnJ4f//Oc/+Pv7u63usLAwYmJiOHXqFDk5OWXOlSYLvuOOO5RjmzZtYuTIkeXq+fTTT4mJial0o+V169aRk5PDiBEjKjyfnJzMK6+8UmYLNJB7zrZs2QJQZlXttGnTOHjwYLl6fv31V0BO8ljRuat74mw2G+vXr6d+/fpl3qMgCIJQdTt37uSxxx5j8uTJjBs3zqVr58yZQ0JCgls3rn/zzTeJjIx0W30ACxcuZMyYMUyYMIEZM2ZUWu61117j+eefZ8qUKYwcOZJ9+/Yp51asWEHz5s1p06YNbdq0oV+/fm5t4x+JYK5Ebc+ZczgcbN26lQEDBrB8+XI++OAD/v73v7v9PjNnzqSoqIjRo0eTmZkJyIsinnvuOXx9fcuM1efl5bFs2TKWLVsGQHFxMfPmzeOLL75g6dKleHh4VHiPL774giFDhhAYWPkmzjk5Ofztb39TVuuaTCaef/55du3axZgxY8ps/QUwZswYZUsXm83GokWLmD17Nm3atOHRRx8tV7/RaOTVV1/FYrFgs9n497//TWZmJv/5z3/ESlZBEG5tDgfqrKwbfnDV3tZVtXLlSgYOHMgbb7xxzUCnIs8+++x1k+C76rXXXnNrfQcOHGDp0qUsWLBA2WJzzZo1FZY9fPgw77//PlOmTOHxxx/nqaeeKnP+k08+4eDBgxw8eJBffvmlSvev7pw5kZqkxPTp06uUadlqtRIbG6ts51GamiQ5OVnZn3XatGnMnTtXCZYiIiKYMGECr7zySoXnJEnC4XAQFRVFv379+L//+z8aNGhQ5bafP39eSdFxdb0gJ/Yt3RUC5KXkwcHBvPvuuyQkJCBJEp6eniQmJjJ58mRley2AZs2aMXToUF5++WXGjRuHj48P3bp1Y/fu3WXKXc1oNPLDDz9cc/+6Ll26sGTJEpYtW0bXrl0pLCzEarXSokULPv74Y5544oky5Tds2MDixYt56KGHMBqNFBUVER0dzYsvvsi//vUvJagcO3Ys33zzDQBPPfUUWq2WVq1akZmZSWRkJMuWLau0N1EQBOFWoc7NJfCRR264ntwlS3BeZwvIq33//fds376dpKQkDh48yNtvv11hOYvFwtSpUwG5oyIjI4PZs2eX+45NTU3lrbfeIiIigrS0NEaOHEnv3r1ZunQps2bNYt68eXTr1o1x48axe/duZR/XHTt2MGPGDOLj412al10VK1euJDExUfml/8477+Srr77i7rvvLlf222+/VZ7HxsaSlZWF0+lUpi0tW7aM9evXY7FYGDlypJK0/1r69+9Pz549mTdvnkvtFtt5VXM7L0EQBEGoKdfazkudlVUrwRzAc889R9euXa/5i/E777xDbm6u0nP34osvMnHiRKKioujUqRPffPMN0dHR3HfffYwZM4ZBgwaRm5tLr1692LBhA+Hh4QwdOpR//vOfdOvWjQsXLjB06FB27dpFcXExXbp04bPPPqNt27b89ttv/PWvfyUtLa1cO4xGI3fddVeFbQwPD2fVqlXljo8aNYouXbrw9NNPA/J+tLNnz2bDhg3X/Fw++ugjJTgFeW65w+GgXbt2pKamcs8997B69eoyKcvcuZ2X6JkTBEEQhFuIMzCQ3CVL3FJPTdi4cSNjx45VXl+d8qpUQUEBu3btUvb3DgwMpH79+uzYsYMhQ4ZUWveZM2cwGo3KvOqOHTtWWjYgIEDpzauq6vRvHTlyhG3btvHxxx8rx1q3bq08j4qKom3btvz000/lhmLdRQRzJSZNmsTgwYPrVHoSQRAEQShHo3G5R+1mkiSpWgnvrw6kVCqVkjz/6mwGrgRb1emZi4mJUfK8gjx16Vr7nx85coQ5c+awYMGCMvPIT58+TePGjZXXer2+TFL+yqxfv77SOXrXIhZAlKhreeYEQRAE4VbUr1+/Mj1ir776arm9vH18fOjYsaNSzmg0kpaWpsz/Dg0NVYKq0sVvAI0aNSIgIIADBw4AsGfPnkrbUdozV9GjokAOYOjQoWzevBlHyeKQDRs28NBDDwHy0PfV88EPHDjAvHnzmD17Nt7e3ixYsICLFy8C8Prrrytps8xmM3v37lXyuV7Lbbk3qyRJLFq0iEWLFqHRaMjNzaVz587MnDmz0hUxTZs2LbdrwpEjR3jllVd4/vnnb0KrBUEQBOH2s2rVKvbt20daWhqSJDFs2LAKy02YMIGpU6cyadIkJEkiLi6OmJgY5syZg9Fo5N1332XmzJnMnTuXadOmsXv3btLS0pgzZ46ye8+TTz7JlClTOHDgALGxsRiNRubOncuECROYP38+kydPJiEhQVng98YbbzB58uQbfo/t2rVj2LBhjB07FoPBQPPmzRk0aBAAx48f56233mLgwIFIksTDDz+MVqtVAtDCwkLuvfdeQA5oJ06cSIMGDUhOTuaf//wnHTp0uOH2VaZOL4AoKCggIiKCffv2kZCQgNlspm/fvkRFRbFy5coKrxkyZAjff/+98tpmsxEXF8fu3bsrzEVTOsl03LhxYphVEARBqBOutQBCuD1UtACiefPmrFmzhnnz5rm0AKJOD7PqdDqmTJmi5Bzz8vJi5MiR/PTTT5WOm18dyJW+7tix43WTCophVkEQBEEQatNtOcxqMBh44YUXyhwzm82EhYVVeXLlJ598wrPPPlsTzRMEQRCEP61ly5ZRUFBQ5lhsbGyliw6EmlOng7k/kiSJlStX8tJLL1WpfEpKCidPnmTgwIE13DJBEARB+HMZPnx4bTdBKHFLBXMffPABMTExSjK/6/n0008ZPXq0ko35WiZNmoRerwdgwIABYshVEARBEISb4ty5c5w4cYKXXnoJu93u8vV1es7c1ZYvX87GjRv58ssvqzTE6nQ6Wbx4cZX3N50+fTrvvfce7733nsuBXEpKirL9h7+/f4Ub6o4cOZLw8HBatWrF0qVLXarfVenp6YSEhFxzS62aUpqVOzExkTZt2vDJJ5/cUH3vvfcebdu2RaVScf78efc08jpmz5590+8pCIIg/Hk1aNCATp068c4779x+c+ZKrVixgsWLF/Ptt99iMBg4ffo0MTExyl6oFVm7di0tW7akfv36Nd6+mJgYNm/ezIABA/jtt98qDKIWL15MkyZN2LhxI6GhoTXaHg8PD5o0aUJQUFCN3uePLly4wJNPPsnPP/9Mv379OHToEEeOHLmhOv/xj3/Qvn17+vTp46ZWXt/EiRNp06bNTb2nIAiCIFRXne+ZW7FiBfPnz2fRokXYbDYKCgp44403uHTpEgBz586tcNz+k08+YcyYMTe1rU888QRms7nCnrd169bRrl27Gg/kQE6U+Pvvv9O7d+8av9fVzp07h9PppGHDhoC8ncmIESNuahsEQRAE4c+mTgdz6enpjBw5ki1bthAWFoavry++vr58+eWXSpmUlBROnDhR5rqMjAwOHDjA3XffXeV7TZo0iXXr1t1Qe4cMGUJoaKiy19zVFi5cyJNPPsmXX35Jjx496NOnDz169GDAgAFlsluvWLGCLl26oFKpWLJkCY8++iiJiYlotVpmzJhBVFQUOp2OxMREkpKSAHjqqaeIiIigdevWHDx4kMTERDw8PJgyZQoAv/76K4mJiahUKt5//33GjBlDr169aNSoUZm95ADsdjsvvvgisbGxdO/enSFDhvDhhx+iUqno0qVLpUPEs2fPZuLEiQAMGzaMxMREfvjhhyp9bvv372fgwIHK8GyXLl2YMWPGNecN2O12pk6dSsuWLenSpQstW7ZkypQpyjWffvppuaHSFStWVDh8evV77tGjB3/961/F8KogCIJw061fv55Jkya5fF2dThp8M5QmZnQlOd+1vPDCC/znP/9h7969tG/fHpCD0l69enHy5EnuvvtuRo0apfQmLly4kMmTJ3PixAnl/ufPnyc+Pp5evXrxww8/4O/vz7Rp0wgKCqJ+/foMGTKEffv20a5dOwAcDgctW7Zk+/btys4YcXFxPP7440pAB/Jed23atOGXX34hODiYr776ipEjR3L27FliYmIAOaj96KOP2LVrF40aNSInJ4c+ffpw6NAhkpKSlGzbFdm8eTN9+vS5brmrHT9+nI4dO/Lvf/+bV155BYBNmzbRr18/cnJyCAgIqLDev/3tb2zcuJHt27dTr1490tLS6NatG7179+aLL76otD0VHavoPd99993s2rXLpfciCILgLnU1afDOnTuZN28e8fHxZGVlMW/evCpfO2fOHD788EN++eUXoqOj3dKeN998kwULFpCWluaW+kD+Xt69ezcGg4HIyEj+/e9/V1ju3XffVXaoAnk0avHixVW+T0VJgydOnIjFYnE5LqnTPXO3oieeeAKgTO/cokWLGDVqFCqVivnz5/PXv/5VOffYY49x6dIldu7cWa6uxx57DH9/fwBeeeUVnn76ae69917i4uKYO3euUu67776jd+/elW5xdrX77ruP4OBgAO666y7sdjv79+8HoKioiPfff5/hw4fTqFEjAIKCgqq8erg6Zs6ciUaj4cUXX1SO9enThxdeeEFZXfxH586dY9GiRYwdO5Z69eoBEBkZyTPPPMN///tfTp06VeX7V/aeR48efQPvShAEoeY4HA6ysrJu+FG6/6grVq5cycCBA3njjTeYMWOGS9c+++yzVfqecsVrr73m1voOHDjA0qVLWbBgAXPnzuXw4cPX3Ph+zZo1HDx4kIMHD7oUyLnbLbEA4lbStGlTunfvztKlS3n33Xfx8vJi0aJFbNy4EZB/2xo1ahTnzp0rE6xU9FtFRT1CarWaZ555htdff51Zs2YRHBzM3Llzq/zb0dW/DZUGikajEYAzZ85gsVho3LhxmWtK58DVhD179hAfH18ucHvnnXcqvWbv3r1IkkTTpk3LHG/WrJlyvnTXkOupjfcsCIJwI3Jzc3nkkUduuJ4lS5YQEhJS5fLff/8927dvJykpiYMHD/L2229XWM5isTB16lRADjwzMjKYPXt2uV6m1NRU3nrrLSIiIkhLS2PkyJH07t2bpUuXMmvWLObNm0e3bt0YN24cu3fvZteuXQDs2LGDGTNmEB8fT6tWrar57iu2cuVKJTsFwJ133slXX31V6bSt+fPn4+Hhgc1mY8yYMcoo180mgrkSkyZNctverE8++SSPP/44X331FbGxsTRp0oTIyEhSU1Pp1asXgwcPZtOmTcpqXJVKVeH2ZKV/mf7o73//O5MnT+aTTz5h4MCBaDQaWrZsWaW2XV1naYqX0nuX/lnV3TXcoTqj/JVd88fjFb2PP87Dq433LAiCcCsaMmQImzZtomvXrjz88MOVlpszZw6SJCk9dy+++CImk6lcMDd+/HjGjBnDoEGDyM3NpVevXmzYsIERI0bwzTffKOVefvllhg4dCkBxcTHPPPOMkgbrt99+q7QdRqOx0t0owsPDWbVqVbnjFy5coEuXLsrr0NBQLly4UGEdnTt3pn79+jRo0ICDBw9y//33s2nTphuasrV+/fpr9gRWRgRzJaZPn+6WOXMADz30EBMnTmThwoXExsby5JNPArBr1y7y8/N5+OGHlUCuuLjY5fqDgoIYOXIk8+fP5/jx44wfP94t7W7cuDEeHh6cPHmyzPGzZ8+6pf6KdOzYkf/9738UFxeX6Z17//33efDBByucV9GhQwdUKlW5hS+lrzt06ABc6Xk0mUxKmZSUlDLX1MZ7FgRBuBGBgYEsWbLELfXUhI0bNzJ27Fjl9axZs8qVKSgoYNeuXcqUpMDAQOrXr8+OHTsYMmRIpXWfOXMGo9FI27ZtAfk7pDIBAQFKb15VudLB0LNnT+V5mzZtCAgI4LfffmPQoEEu3fNq/fv3p2fPni7NRQQxZ65GeHl5MXz4cLZv386OHTuU7tkWLVqg0Wj46aeflLLLli2r1j0mTJhASkoKmzZtuuZffFd4enry/PPPs3z5cs6cOQPI3fmLFi1yS/0Vefnll3E4HLz33nvKsR9++IH58+cTERFR4TUNGjRg9OjRfPTRR8rw9KVLl5g/fz6PPfaYMmTauHFj/P39+eWXXwAqTBtT2Xv+v//7P7e/V0EQBHfQaDSEhITc8KOy0Z8bJUlStUY7rg6kVCoVTqcTAJvNVmGZ6zEajXTq1KnCx+DBgyu8JiYmhoyMDOV1ZmYmUVFRFZY9ffp0mdc6nQ6LxVLl9rmTCOZqSGlv3KOPPqr8g2nSpAlffvklW7ZsoWXLltx3332kpqYC8kKAmTNn8uOPPzJs2DAAnnvuOR566KEK62/dujXdu3fn6aefLvMP8uTJkyQmJpKens6iRYsYPXo0e/fuJTExUbnPe++9p5S7+t4AU6dO5e9//zt9+/alZ8+ePPXUU0q+Pp1OV+n7nT17Ns899xwgpya59957q/Q5NWvWjC1btrBp0ybatm1L7969+fTTT1m3bh06nY733nuvTL0rVqwA4P/+7/8YPXo0/fv3p0uXLtx5552MGjWKTz/9VKnb29ubzz//nI8++oju3bvz97//nUcffbRcXVe/5x49evD4448rP79hw4bV+I4dgiAIt5N+/fqV6RF79dVXy42K+Pj40LFjR6Wc0WgkLS1NGeIMDQ1Vgqqr03c1atSIgIAADhw4AMjzritT2jNX0aOiIVaAoUOHsnnzZmVxyIYNG5TvYZPJVGZTgH/+85/K6Nrly5dJTk6mU6dO1/+AaoBITVKy/HvcuHFumzN3MzidTlq2bMmWLVtcmsB6PXl5eej1ejw9PZVjixcvZuzYsRQUFIi5ZYIgCDdBXUxNsmrVKmbNmkVERAQPPPCA0vHwR0VFRUydOlWZDx4XF8dTTz2lpCa5++67mTlzJpmZmUybNk1JLzV8+HBl5519+/YxZcoU2rZtS2xsLG+//TYTJkxgwoQJygKIhIQE4uLimDZtGk899RSTJ092y/v8v//7P/bs2YPBYCAiIoJXXnkFlUrFzp07eeaZZ/jtt9/w9PRk5syZnDp1ipiYGM6dO8fIkSNdiiEqSk3SvHlz1qxZw7x581xKTSKCOTfnmatp//rXv3j77bf56quv2LBhQ7mkvzdq5syZXLx4UUl9kp+fz1133UWnTp2YPXu2W+8lCIIgVKwuBnOCe7kzz5xYAHGLWbp0KT///DN+fn589dVXbq+/Z8+eTJ06lc6dO+Ph4UFRURH33HMP//rXv9x+L0EQBEEQbpwI5m4xlS2Rdpfu3bvf8LZmpdauXavMxavIP/7xD/7yl7+45V6CIAjCzbVs2TIKCgrKHIuNja00HYhQc0QwV8KdeeYE2cCBAxk4cGBtN0MQBEGoAaXbUgruI/LM3SB35pkTBEEQBEFwlcgzJwiCIAiC8CckgjlBEARBEIRbmAjmSkyaNMltE/8FQRAEQRBctX79eiZNmuTydSKYKzF9+nSx+EEQBEEQrmHnzp089thjTJ48mXHjxrl07Zw5c0hISHBrVoY333yTyMhIt9UHsHDhQsaMGcOECROYMWNGpeUaNGhAmzZtlEeDBg349ddfAVixYgXNmzdXzvXr169K9+7fvz/Tp093uc1iAYQgCIIg3EIkSSqzX2l16XQ6l3f1WblyJQMHDmTEiBGYTCaXrn322WdZsmSJS9dcz2uvvcaCBQvcVt+BAwdYunQpGzZsQKPRMGLECNasWaPssX61kSNH8uabbwLgcDi477776N69u3L+k08+oVu3bm5r27WIYE4QBEEQbiE2m42jR4/ecD0tWrRAr9dXufz333/P9u3bSUpK4uDBg7z99tsVlrNYLEydOhWQg5yMjAxmz55dLmNEamoqb731FhEREaSlpTFy5Eh69+7N0qVLmTVrFvPmzaNbt26MGzeO3bt3K/u4lm7nFR8fT6tWrar57iu2cuVKEhMTlT3P77zzTr766qsKg7nSQA5g3bp19O3bF632Sli1bNky1q9fj8ViYeTIkbRs2dKtbb2aCOZKiDxzgiAIglC5IUOGsGnTJrp27crDDz9cabk5c+YgSZIyRPniiy9iMpnKBXPjx49nzJgxDBo0iNzcXHr16sWGDRsYMWIE33zzjVLu5ZdfZujQoQAUFxfzzDPP8Nlnn9G2bVt+++23StthNBorTWAcHh7OqlWryh2/cOECXbp0UV6HhoZWaVj4yy+/5IMPPlBeN2vWjISEBNq1a0dqair33HMPq1evJjo6+pr1iDxzN0jkmRMEQRBuBTqdjhYtWrilnpqwceNGxo4dq7yeNWtWuTIFBQXs2rWLhQsXAhAYGEj9+vXZsWMHQ4YMqbTuM2fOYDQaadu2LQAdO3astGxAQIDSm1dV1dmu/uTJkwQHBxMaGqoca926tfI8KiqKtm3b8tNPP/HUU09ds67q5pkTwZwgCIIg3EJUKpVLw6M3myRJLs/FK72ulEqlwul0ApSZH+hKsFWdnrmYmBgyMjKU15mZmURFRV3zPp999hmPP/54mWOnT5+mcePGymu9Xo/FYqly210lVrMKgiAIguA2/fr1K9Mj9uqrr5KSklKmjI+PDx07dlTKGY1G0tLSlCHO0NBQJag6dOiQcl2jRo0ICAjgwIEDAOzZs6fSdpT2zFX0qCiQAxg6dCibN2/G4XAAsGHDBh566CEATCYT3333XZnyeXl5nD17lvbt25c5/vrrr5ObmwuA2Wxm7969ZRZHuJvomSsh5swJgiAIQuVWrVrFvn37SEtLQ5Ikhg0bVmG5CRMmMHXqVCZNmoQkScTFxRETE8OcOXMwGo28++67zJw5k7lz5zJt2jR2795NWloac+bMITw8HIAnn3ySKVOmcODAAWJjYzEajcydO5cJEyYwf/58Jk+eTEJCAnFxcQC88cYbTJ48+YbfY7t27Rg2bBhjx47FYDDQvHlzBg0aBMDx48d56623GDhwIJ6engAsX768wvmD/fr1Y+LEiTRo0IDk5GT++c9/0qFDh+vev7pz5lRSdQaIbyMmkwl/f3/y8vLEnDlBEAShTij9bjp58iS+vr613RyhBuTn59OkSRM++ugj9Ho9WVlZTJw4EYvF4nJcIoZZBUEQBEEQbmFimFUQBEEQBJctW7aMgoKCMsdiY2MrXXQg1BwRzJUQc+YEQRAEoeqGDx9e20247Yg8czdI5JkTBEEQBKE2VTfPXJ2eMydJEp9//jm9e/emb9++tGvXjrFjx2I0Gqt0/cMPP6ysdBEEQRAEQbgd1emeucLCQiZMmMC+fftISEjAbDbTt29fnnjiCVauXHnNazdu3MjPP/+Mv7//TWqtIAiCIAjCzVene+Z0Oh1TpkwhISEBAC8vL0aOHMlPP/10zSzQNpuNl19+mRdffLHK95o0aRLr1q274TYLgiAIgiBUx/r165k0aZLL191QMGez2Th16hQ7d+7kwIEDpKWlKVmT3cFgMPDCCy+UOWY2mwkLC7vmViHvv/8+Dz30EJGRkVW+1/Tp08XiB0EQBEG4hp07d/LYY48xefJkxo0b59K1c+bMISEhoUob11fVm2++6dJ3fVUcP36cIUOG8OSTT7q13qro378/06dPd/k6l4dZL168yKeffsr333/P4cOHUavVBAUFYbfbMRqNqNVq2rdvz/33389TTz3l1kUFkiSxcuVKXnrppWu27+uvv2bbtm18+eWXbru3IAiCINQFDoeT3FzrDdcTGGhAo3GtT2flypUMHDiQESNGYDKZXLr22WefZcmSJS5dcz2vvfYaCxYscFt9GRkZrFq1io4dO5KcnOy2emtalYM5i8XCyy+/zO+//86QIUN4//33ad++PT4+PmXK5eTksHPnTrZu3Urv3r155JFHeO6559BoNDfc2A8++ICYmBiefvrpSsv84x//YMaMGeh0uhu+nyAIgiDUNbm5Vh55xPX0FX+0ZMndhIR4Vrn8999/z/bt20lKSuLgwYO8/fbbFZazWCxMnToVAIfDQUZGBrNnzy7XuZOamspbb71FREQEaWlpjBw5kt69e7N06VJmzZrFvHnz6NatG+PGjWP37t3KPq47duxgxowZxMfH06pVq2q++4qFhYXx0ksv8e6777q13ppWpWAuLS2NsWPHMmbMGD744INrlg0KCuLuu+/m7rvvZurUqSxZsoRhw4bx2Wef3dCWJMuXL2fjxo18/fXXlQ6xbty4EUmSuPPOO12uf9KkSej1egAGDBgghlwFQRAE4SpDhgxh06ZNdO3atcL9SEvNmTMHSZKYMWMGAC+++CImk6lcMDd+/HjGjBnDoEGDyM3NpVevXmzYsIERI0bwzTffKOVefvllhg4dCkBxcTHPPPMMn332GW3btuW3336rtB1Go7HSBMbh4eGsWrWqyu+9pp07d44TJ07w0ksvYbfbXb6+SsHcBx98wH//+18CAgJcq1yr5fHHH6dv377MmTOHV155xeUGAqxYsYLFixfz7bffYjAYOH36NDExMRgMhjLl1qxZw/nz50lMTAQgPT2d9PR0EhMTueOOO/jPf/5T6T1EnjlBEAThVhAYaGDJkrvdUk9N2LhxI2PHjlVez5o1q1yZgoICdu3axcKFC0vaEkj9+vXZsWMHQ4YMqbTuM2fOYDQaadu2LQAdO3astGxAQIDSm1fXNWjQAD8/P2VvVlfzzFUpmHvnnXeq1bhSMTExNxTIzZ8/n5UrV2Kz2bDZbLzxxhu89dZbxMXFMXfuXLZt28ayZcvK/YVZtGgRU6ZMYfPmzTfUfkEQBEGoKzQatUvDozebJEnXXKR4retKqVQqnE4nIC+2rKjM9dxKPXM3qk7nmUtPT2fkyJE4HA7CwsLKnHvrrbcASElJ4cSJE+Wuvffeezlz5ozSMzd+/HgefPDBm9JuQRAEQfiz6tevH7t27VJ62F599VXGjBlDTEyMUsbHx4eOHTuya9cu7rnnHoxGI2lpaXTp0gWA0NBQMjIyADh06JByXaNGjQgICODAgQO0bduWPXv2VNqOW6ln7kbV6WAuIiLiumPHFXXfAqxevdqle4m9WQVBEAShcqtWrWLfvn2kpaUhSRLDhg2rsNyECROYOnUqkyZNQpIk4uLiiImJYc6cORiNRt59911mzpzJ3LlzmTZtGrt37yYtLY05c+YQHh4OwJNPPsmUKVM4cOAAsbGxGI1G5s6dy4QJE5g/fz6TJ08mISFB2eXpjTfeYPLkyW55nzNmzGDr1q0YjUYmTZrEq6++ipeXl1vqvp7q7s2qklzps7wNmUwm/P39ycvLE3PmBEEQhDqh9Lvp5MmTN7R4UKi78vPzadKkCR999BF6vZ6srCxlzpyrcYlbd4BwOBwcPnwYgL1797qzakEQBEEQBKECbh9mnTZtGh988AHz5s3js88+c3f1giAIgiDUAcuWLaOgoKDMsdjY2EoXHQg1x23B3JEjR9i1axfdunXj/vvv54knnmDRokU8/vjj7rpFjRJz5gRBEASh6oYPH17bTbjtVHfOnNuCuYiICNq2bcvZs2eJj48nLi6OwMBAd1Vf40SeOUEQBEEQalP//v3p2bNnzeSZq4qQkBB8fX156623WLp0KcOHD+e7775zV/WCIAiC8KeTn59f200Qaog7f7ZunTNnMBj4/PPP8fDw4PPPP3dn1YIgCILwp6HX64mIiKBDhw613RShBgUGBrpl7/oqB3Nbtmyhfv36xMbGotVWfpm/vz+Ay1t/1TYxZ04QBEGoKzw8PEhKSqKgoIAFCxYQHBzsli99oW7RaDTo9XocDgdwE/LMqdVqunfvTrt27ejatettM/FR5JkTBEEQ6qri4mJmz57tth4coW5yOBzk5uZWO89clXvmmjZtytatW6vdUEEQBEEQXKPRaAgODiY7O7u2myLUsBvpfa1yMNemTZtq3UAQBEEQhOrRaDSMGjVKGYYTbl8ajabmgzlPT0/l+cqVK1m9ejVt27YlMTGRtm3bVuvmdYmYMycIgiDURTfyJS/cWtatW8eqVatcvq7Kc+ZGjx5dZoXquXPnaNasGU888QT+/v5MmzYNlUrlcgNqm5gzJwiCIAhCXVGduKTKPXNOp7PM6wYNGtCvXz+XE9sJgiAIgiAI7qOuasFvv/2WcePGsWrVKsxmMyDv+lCRkydPuqd1N9GkSZNYt25dbTdDEARBEIQ/qXXr1jFp0iSXr6vyMKunpyceHh7k5eVhMBjo0aMHRqORDz74gA4dOmAwGJSyI0aMYOnSpS43pjaIYVZBEARBEOqKGh1mve+++1i6dCn79u1j06ZNbN68mVOnTtGzZ0/0ej3t27enZ8+edOvWjdOnT1f7TQiCIAiCIAhVV+WeuY0bN9K3b98yx5xOJ7t371aCu99//53CwkJUKtUts4xa9MwJgiAIglBXVCcuqXIwVxV2u50dO3YwatQozp49665qa1TphzZu3DiRmkQQBEEQhFpTmppk3rx5tRfMlXr44YdZsWKFu6utEaJnThAEQRCEuqI6cUmVV7O64t///ndNVCsIgiAIgiD8QY0Ec7fDjhCCIAiCIAi3giqtZh0xYgTNmzdnxIgRNGjQoKbbVCsem/wYfbr3oX/v/vjoffDR++Cr90Wn0dV20wRBEARB+BOo0e28JEni119/5csvv+TixYvcc889PPzww4SEhFSrsXWJyWTCP8CftvPaVrj3nUFrUAI7X4MvPjofPHWe6DV6DBoDBq0Bg8Ygv67guUErv/bQemDQGPDUeeKl88JT64mnzhOdWndLboMmCIIgCIL73ZTVrMXFxaxevZoVK1Zgt9t58MEHue+++/D09KxWo2ubyWTCP9Sffv/XjyJnEVa79abeX61So9folYCv9HmZwPAawaJeo1cCxPiAeFqFt7qp7RcEQRAEwX1uemqSvLw8vv76a/73v/8RHBzM8OHDueuuu1Cra2QqXo0o/dAKfvoJ7/r1sQUFUODvSb6ziILiAgqKC8i35st/FueTb83H6rBS7CjGYrdQ7CjGardidVix2q0UO//w2lGsPLc77TX+fpYOXUpCcEKN30cQBEEQBPer1TxzqampLF26lJ9//pkWLVowcuRIOnXq5I6qa5TJZCLQ35+zYWEE+vvj7+cHKhUEBUFYWPlHaCh4e4NOJz/0+oqfVzB0anfaKbIVUWQvoshWRKGtsFzAV/r86iCx2FFcJnj8YwBpcVg4bzxPka2I8Z3G83jbx2/+BykIgiAIwg2pU3nmjhw5wpIlS9i9ezc9e/Zk5MiRNG7c2N23cQuTyUSsvz+ZffuiNZnAXR+HXg8BARAYCJGREBNz5REdDf7+ctDnJrN+n8WKoyvoGtWVuYPmuq1eQRAEQRBcZ7aZOXTgZ86u+ZbINp3oM2R8la6r9R0gKlK6cCI/P59ly5a5fL0kSSxatIhFixah0WjIzc2lc+fOzJw5k4CAgEqvy8rKYvz48ezcuZOkpKRKy5X50Ly8ICsLMjIqf2Rmgs3m8vuokMEAPj7yw9f3yvOrX/v6gp+f/Gfp89LXVwWDG5M28tL6l/DUebJp1Ca06ipvuysIgiAIghv99tNn/PDqm6T7tCZL2xhvx2U+X/UBPn7B1722TgZzN6qgoICIiAj27dtHQkICZrOZvn37EhUVxcqVKyu85siRI4wfP54WLVrw448/cv78+Urrr9YOEA6HHNAVF8t/VvTcYgGjEbKz4eJFSEmB5GS4dAmcTtc/iIr4+UFICISEYAnw4c2MlazrGMjn9y0SCyEEQRAEoZaMG/wwW5NakmuUQyyNGr78pD3d77r3utdWJy5xe/dNdnY2OTk5bhtW1el0TJkyhYQEeVK/l5cXI0eO5F//+heSJFWY1iMkJIR169axbNkyfvzxxyrdZ/To0fzlL3/h0Ucfvf4CDo1Gfnh4uPx+KC6G9HTIz4eCgms/TCa5XH6+/LywsGxdJpP8OHcOD+BvuUYuhujZk7ZHBHOCIAiCUEtOXK4nB3KSBCoVDiccP3Sa7ndd+7rq5plzazD35ptvsnbtWtLS0rDZbEyZMoUnnnjihuo0GAy88MILZY6ZzWbCwsIqzc8WERHh8n0uXrzI3Llz+fTTT2nSpAnNmjWjefPmNGvWjOjoaPet0NXr5Xlz1eFwyEFefv6VXr+sLPmxbh3eBem0O13A3kt7Gd1utHvaKwiCIAiCSwqLDQDc0ayQfSe8kVBxIenyda8bMGAAXbt2Zd68eS7dz63BXEREBL///jsAycnJfPTRR7z//vs8//zzbruHJEmsXLmSl156yW11gtzjZzKZMJvN7N+/n/3795c516RJE6Kjo6lfvz5eXl5otVo0Gg1arRatVouHhwceHh54enri6emJn58fERER7k3TotHICyf8/SEqquw5b2+8Th+l7dnLfH1pP3anXcybEwRBEISbTJIkzFY9AJH1PDme5MBs1ZKRYa6xe7r1297T0xOTyYSfnx+xsbHMmDGDBQsWuPMWfPDBB8TExPD000+7td7vvvsOq9XK8ePHOXbsGMePH+f48ePk5uZWGOBVhU6nIyYmhjZt2tCjRw86dOiAl5eXW9ut6N4dL70XoVk2AjJMHMs8Ruvw1jVzL0EQBEEQKmTMvoTZKodXsbGheO1Nw2zVkpvnqLF7ujWYO3DgAC+//DJ9+vShR48eNGvWrEzP1Llz525ob9fly5ezceNGvv76a7dvgfXKK6+g18uR9IABA3j66aeRJInLly9z/PhxTp8+zcWLF0lLS8NqtWK327Hb7TgcDmw2GxaLBYvFQlFREaVrSmw2G2fPnuXs2bN8++236HQ62rVrR7du3WjQoAERERFERES4J8CLi0NbPxqDMZk2ZwvZm7ZXBHOCIAiCcJMd2rUTa7EcozRrm4DXjykAFJgrH6lbt24d69atA+SdtlxV5WBuy5Yt1K9fn9jYWLTaii+LjIzkzJkzHDx4kB07drBgwQKOHj3K8uXLad++PUeOHFEa66oVK1awePFivv32WwwGA6dPnyYmJgaDwVCt+v7opZdeIiwsDI+rFjWoVCol4OrTp0+V6pEkCZvNRm5uLufPn+fMmTPs2LGDvXv3UlxczK5du9i1a1eZa0qHZCMiIggPDy/3CA0NVQLNSqlUcu/cqb20PVPA/pzTLn8GgiAIgiDcmKN7jynP7+jcHm/PnwEotFSeW3bAgAEMGDAAkFez1ticucTERLp37067du3o2rUrw4cPL1fm0UcfZeXKldx333107tyZiRMnAnD58mW2bdvGtm3bXGpcqRUrVjB//nxWrlyJzWbDZrPxxhtv8NZbbxEXF8fcuXPZtm1btfLYAajVak6ePMnJkyfx8fEhJCSEkJAQ/P39XZ7zplKp0Ov1SiDWuXNnRo4cicViYc+ePfz+++/s3buXtLQ0LBYLIP/gTCYTp06dqrTeoKAgJdgLCwsjMjKShg0bkpCQQFBQkFyoRw80i+bRNCWP3fmman0WgiAIgiBUX3JSFhCIRiURGRWMn7d83Gxz30YBf1TlYK5p06Zs3br1mmVCQ0N55JFHyh0PDw/n/vvvp0WLFi43MD09nZEjR+JwOAgLCytz7q233gIgJSWFEydOKMeLioq4++67SU9PJz09ncTERB588EHGj684+3JgYCBqtRqn00lBQQEFBQWcP38erVZLcHCw8vCoTiqSEh4eHvTo0YMePXoAcg+eyWTi0qVLXLp0ifT0dC5fvkxGRobyPDMzE2dJTrqcnBxycnI4duxYubqDgoJISEigQ5s2DNDp0JglIo6nwH3Vbq4gCIIgCNWQkWkFwMvDjkqlIjBIDuKKiutAMNemTZsbvllprjhXREREYLdfe4P6WbNmlXnt6enJ5s2bq3yP7OxsvvvuOwYNGkSTJk3Izs4mLy8Pu93O5cuXuXxZXk5sMBjw8fFBp9Mpc/ZUKhUqlarMylatVoter8fPz6/SYWCVSoW/vz/+/v40bdq0wjJOp5OsrCylDaWP9PR0UlNTSUpKwmazkZOTw44dO9ixYweEBNIpL53oYxer/P4FQRAEQXCPvHz5T29POXYJD/cDbFiKtTjsNjTayoO6Gs8z5+npqTxfuXIlq1evpm3btiQmJtK2bVuXb1zXTJ8+Xcm03LBhQ4qLi8nOziYrK4vs7GxsNhtWqxWr1epSvV5eXoSHhxMdHe3y/D61Wk1YWBhhYWG0alU+CbDdbic5OZlTp06xYsUKjhw5wtq8QjoBnnmF5SsUBEEQBKFGmYrkYM23JJiLbVgPSKHIqib5zHEaNK18cWKN55m7etevBx98kPbt29OsWTOeeOIJ/P39mTZtmttXmN5MBw9m0KqVnoAAeShVr9dTr1496tWrhyRJyvBrfn4+TqcTSZLKPBwOh7LC1W63Y7VacTgcmM1mkpKSSE5OJiIigqioKPz8/NzyWWm1Who2bEjDhg3x9/fn2Wef5Uh6Dhk4UVtcCzoFQRAEQbhxhSU55vx95dct27UA5BWth3YfuGYwV11VDuacf9hPtEGDBvTr18/l6LFuUvP661spKnLQo0cMgwcn0K1bNDqdBpCHRH19ffH19aVevXpVqrF0/l1WVhYXLlyguLiYtLQ00tLS8PX1JTAwEB8fH+Wh0Whu6B106dKFiIgIzl++yKZCB92sri9tFgRBEAThxphLdn8IDZH/bNWuBbAGgLMnUmrknlUO5r799lt8fHwYOHAg/fr1w8vLq9Jts06ePEmTJk3c1sia58/p02fw8gpk82YnmzefJyDAg7vvbsS99yaQkBDsck+aWq3Gz89PSaBcOs/NZDKRn59Pfn5+mfKenp54eXmVe3h4eFRpRa1area+++7jg8P72VTkoLtFBHOCIAiCcDMV5uditsrDrFHRcqYJH18v9FonxXY1aReN17y+unPmVNLV46fX4OnpiYeHB3l5eRgMBnr06IHRaOSDDz6gQ4cOZeaDjRgxgqVLl7rcmNpgMpnw9/cnKyuHQ4eMrFp1it9/v4DDcaUnsnHjYAYNakTnzlE0ahSEWl39IVKTyURGRgb5+fkUFBQo6Ukqo1KplC3CvLy88PPzIzAwsMwcxlIZGRn079oRR2oqT0V7MeFMfgU1CoIgCIJQE/ZuXst9j8i5ZN+b3paHHvsLAC2bvEpeoZ5+7TJZtGruNesojUvy8vKUufzXU+Weufvuu4+lS5eyb98+Nm3axObNmzl16hQ9e/ZEr9fTvn17evbsSbdu3Th9+tZLWKvTaejTJ54+feLJySli7dozrF59ilOnsjl9OpvZs7OBnXh76/H3N5SsYpWDLbVaha+vHj8/A/7+Bvz8DISEeNG1azRNmpTt1SvtrStls9koLCykoKAAs9lMUVERZrMZs9mszM0rfZ2dna1c5+XlRWBgIEFBQQQFBaHX6wkLC+OOZgnsSk3lUF4xNocNnabmlkILgiAIgnDF/l1HlOcdundQnnsZ7OQV6skrqFL/mcuqHMw9+eSTqFQq7rjjDu644w5eeOEFnE4nu3fvVoK7+fPnM2vWrFt6IQRAUJAnI0a0YsSIVpw6lc3q1afYsiWZ1FQThYXFFBZWbQhz3rzdhIf78NBDzRk5spUyB+9qOp2OgIAAAgICyhyXJAmr1aoEcqUPo9GIzWZTXl+8KKcg8fHxITw8nIZxsewCCm0SFrtFBHOCIAiCcJOcP5cO+KFWScTEXZmK5mWQV7YWFLl1F1VFlWvt27dvuWNqtZrOnTvTuXNnXn75Zex2Ozt27GDUqFFubeTNMGnSJAYPHqxsp1EqISGYf/yjK//4R1cyMws5ciSDoiL5hyKvZAWHw0lBQTF5eVZMJvlx9mwuZ8/mcPlyAR9+uIvVq0/x0kvd6dSpfpXao1Kp8PDwwMPD48oODyX3LCgoUJII5+bm4nA4lNW2YbENAbA5nFhsRfgafN30CQmCIAiC8EdmawHfvf0kDfreR3q6GfDDy8OBRnNlvruPl9wjd73EwTWeZ65KlWm19OjRgw4dOly/cB1zdZ65yoSGetOnT3yV60xNNfHdd8f58svDnD9v5JlnfqRbt2jGjetIkyYh1Wrn1StrY2NjcTqdmEwmUlJSuHz5Mj7hkXj7+WM2m7AU5oFP2PUrFQRBEAShWr6e8QKrtvsQ/NNccvTNAPAy2MqUCfCTAzvzdYK5Gs8z54p///vfNVHtLScqyo8JEzozeHAT3nnnd3btusi2bRfYtu0C8fGBtGkTTtu2EbRtG0H9+r7VGp5Wq9UEBATg4+OD0WhEq9PRddA9HPp6GdYCI4S7/30JgiAIgiDbtL2InUcb4usTTaifvPDQx9NRpkxIsJzD1lJcy8OsrrgddoRwp7i4AObNG8SuXRf58MPdHD+eSVJSLklJufzvf/KeskFBnjRtGqI8mjQJJjKy6gGeVqulSZMmZF2+TFyzFlxo2JjigryafFvCTVRYXEiqKZWE4IRbfk6qIAjC7eRCbgAA+QWQXyBPbfL3KZubt350EJBPkVWLuSAPLx9/t7bhusHc7NmzeeSRRwgODq7WDfLy8pg5cyYzZsyo1vU3S2Vz5txFpVLRuXMUnTrV59ixTPbvT+fgwXQOHLhMbm4ROTlFSq9dKR8fPY0bB9G4cTAJCcHKc72+4gTDYWFheJWkLIlu0w5bgalG3otwc21K2sR/v36VkHPpqPrfxT8HTCHcR3S5CoIg1LacrFRyzOWnaIUE68u8btw0HjiE3QGHd+2mc987K6yvxvLM2Ww2nn/+ebp168awYcOqlMC21A8//MCiRYuYN29elXdOuNmqk8/FnSRJ4sIFE4cPX+bkyWxOnMji5MnsSlfMennp6N07lv79G9KlS1S5wO73rVvZ/fvvXDx3lgf+0omu9z55M96GUAPsTjtv//QK/p8uofe+XKxOwEvDL93q0fnFD0hsPqi2mygIgvCn9u1H7/D8NAtOCQL9teTmyQsknxgewORZzyrlzp0+T+8+/wVg6gvBjH5uXKV11kieOZ1Ox5w5c5g/fz6dO3fm3nvvpXv37nTq1KncTcxmM3v37mXLli2sWrWK/v37s2TJEry8vKrUmD8jlUpFTIw/MTH+3HOPfMzplEhLy+fUqWwlz93p0zmkpeVjNttYs+YMa9acwcdHT2JiHHfd1ZDOneuj0ajx9PYGFRg8PSnIzb72zYU67at179H7xfnszyrmn0WQ6VQRnmOj1f/Ok3R8NB1/PYu3wae2mykIgvCn9fvmEzilOFRILPvqb9z/l0+x2iSGjhpaplxcwxjUKgmnpCLlXLrb21GlOXNqtZrx48czatQoFi9ezHvvvcfmzZuRJImAgADUajU5OTk4HA46derEwIED+fbbb4mMjHR7g/8M1GoVUVF+REX50bfvldWzJpOVLVuS+fnns+zceZGCgmJWrz7F6tWnCAz0ZNCgRiQmygG2HMwZa+kdCDfq3OUT2P89g9eTi5AiY2h6Ty861a+PvbAQqzGXjWdOop72HI9M/rjM8ndBEATh5klKk0fHAnxttGgRwdr1T5OdXUTLlmXTkKnVajwNDgotWtIvF7i9HVXezuuPHA4Hly9fJj09HYfDQWhoKBEREXh4eLi7jTWqtDtz3LhxNTpnzt1MJiubNiWxbt1Z9uxJw+mUf4xBQTraNr9ESGAxkVzikcn/V8stFVzllJzMf6A1G44V0XrQvfhGxGEq8CYrS0NycgEp502YzRLFVgchYUF06tyA9u3r8eCDzQkJEb3ggiAIN4MkSfS640XOZ/jRqpGVnzZPu2b59i0mkZnnQY8WmSxbV/GWXqVz5ubNm+fSMGu1g7nbRW3PmXOH7GwzP/54mo8/3kthoZWcrEyG3KOlpddhxry3rLabJ7ho4eSJrNuSi907gbTLKox5ejQaLVqt3JFutVgoKjIDKlQqFf4BARgMBgICPJg8uTc9e8bW7hsQBEH4Ezh9bAdDHlhHfoGKxx4KYdr7z1yzfPd2L5KS6UvruCx+/G1OmXNTn3uDQ4ezSGjsy8vvvFxze7MKdVdwsBePPdaGxMQ4/vGPNWRnZnL4mJOGzYtqu2lCFeTmFrFv3yX27bvE5k0nOHQgANTBqFQSnl6eeHt74eGhp1mzEJo1C6FJkxC2/Pctshwe+IbFYzKrSEpWYTRaeP75dYwY0YrnnuuCWi1SmAiCINSUDSu+Jb9Anrc8ZNhd1y1fmnuu0Fo+cfCOPbkcPh9Kem4+L1ejLSKYu43ExPgzaFBjdu08hdksYbXarn+RUCuys838/PNZfvkliYMHLyNJEhaLhfy8PFBr0Kgl2rQOYdDgTnToEEnLlmEYDFf+ufbo8x/eat4A7hzKHe1aM+jeWNautXL4cA5Llx4mJ6eIKVMS0WrFfDpBEISasH9fJuCDVu2k/R3X3x3K17tkSy9r+dCrdM9WH097tdoigrkSNZ1n7mYJC/MBVBSawWZzXLe8cHMdO5bJsmWHWb/+HHa7nFRSkiSczmLCw4tp1VSNp+oSLQIv8s+Pv6u0niDfMNrecwcLFi9D6+FBcHgEjz1Wn8OH6/Pf/x5m7dozmM02Zs68s9K8hIIgCEL1pWYZAAgNLEarvf7/s0EBco9cRVt6lfbWeegsTJo0yeW2iGCuRFX2Zr0VhIX5gCRRWAg22596OmSdcv68kQ8/3MXmzeeVY0FBnvTqFUW9ehZ8fAq4lJLE/o1biDq5jdH7T1+3zojho/jL1zv4ZsUywhs0IjAwkLvuisDfvxNz5+5iy5Zkpk/fyuTJvcWuEYIgCG6UduEEWUVBADSM86zSNWHhvoBEkVWL5HSiuipvr7kkmIus58P06a/Vjb1ZhdoTHOwJkoTdocJiEz0ytc1qtbNgwR6WLj2srDhu0SKMESNa0qlTKIcPHyQ/38npkxf4ZdmX1Dt7jOYznyLIP+K6dXfq/ACmpi/htS+XXRs3EBYRgV6v5/77O6HVqnn//R2sXn2Kxo2DGDmydU2/VUEQhD+Nbz/8gIwcOf3a/cP6Vuma2AYRwCWsNjWp588S3aAxAMVWC2ar/H1dv35gtdpTIxNqPv3005qoVqiC4GAvJEkevissNpQ7f/GiCau1emPygmuOHs1g5MhvWbLkEE6nRIMGgbz33gAWLRpC165hHDy4H4vFQnJyMj98+jH5x4/Qp2UA/R+bUqX6AzwCuJzYnr94azm+5VdSkpNxOp2cOHGC4cNbct99TQGYPXtnmW3iBEEQhBuzfXcBDifoNE7+cn+nKl3TvHVT5fnBnfuvPN+1F6dTHj1JaBFXrfbUSDD32muv1US1NWrSpEmsW7eutptxw/z8DJSOqJltZYO5I0cyGDJkOf/858+10LI/l++/P8Hf//4D588b0es1PPtsZ5YtG0qvXrEUFhayb98+bDYbWVlZfPPll2SfPcOEAD2mUQ8Q7B1S5fuE/mU4Xf20aB12flu7lvz8fPLy8sjOzuZf/+pO27YROJ0SU6ZsxmSy1uA7FgRB+HPIyUkjxST3yjWMBQ+P8nPgKtKmc3vl+ZkT55Xnh/YcVp5bVbZqzZlzOZgrKiri1VdfpWnTpvj4+KDRaMo9Ll++7HJDatv06dNv+cUPIO8e4e0p98wVOcomcD59Ogur1cquXReUIb9Tp7J56qlV/PZbyk1v6+3I6ZR4//3tvPnmFux2JwkJwSxZ8gCPPdYGjUaN2WxWAjmn08nnn39O9oljDPZSIyX40PuB5126X8/mAznR1I8OBhWXTp7g/PnzAJw9exatVs3bb9+Jn5+BnJwiPvhgRw28Y0EQhD+XVR/9h7RsOSXJ0Ic6V/k6H19vDDp5YWLqhSvbbZ47kwaATivxyOOjmD59usttcnnO3Lhx41i8eDHdunXjjjvuQK/XlzkvSRJff/21yw0R3MfbU6LAApY/9MxlZuZitVqx2WxkZhYSHu7DV18dZe/eSxw/nsXy5Q8SGelbS62+9TkcTiZP3szatWcA6Ns3njfeSMTTU/6tzWq1sm/fPqxWKzqdjm+++YbcixepZy3iwSAt39/fgwdDml7jDuXV861HZodm9N23jZ2mAtauWUOzZs3Iz88nMzOTsLAwnnuuC1On/soPP5xk4MBGdOpU//oVC4IgCBXavOkixTZ/1CqJYY8munStp8GB1aYhK/vKSEn6pQIgAC9D9adAuRzMrVq1iq1bt9KlS5dKy9wOw5W3Mh8vuJwLFkfFwZxGoyE52Uh4uA9nz2ZjtVqRJIk33tjMggX3imSz1eBwOHn99U2sW3cWgMcfb8szz3RUPkuHw8HBgwcpKipCo9GQnZ3N9u3bcWZm8ISvitMNfOj+l3HVundo38G0+O8OQvPt5F68SGZmJpGRkZw9e5bQ0FAGD05gzZrT7N6dxvTpW1mx4sEyOesEQRCEqik053HeWA+AmHoOAgKqtpK1lJfehhE9eSanciw3T+6t8zYUV7tdLg+zBgQEXDOQA7h48WK1G1Rbbpc5cwC+PnIAUWQr22uampqO5JSw2+0kJeUAcOLEZaxWK2azmb17L7FixZFy9UmSxAsv/EyvXp/z+uub2LXrIn/yXeDKkAPhX5VAbuzYDowf30kJ5CRJ4vjx4+Tl5aFSqWjQoAEffvghWCzcrbLTTK/m976NSIxLrNb9WzXuTlJ9L3p5qJAKCvjpp58AKCgoIDMzE5VKxaRJPdHrNaSmmvj4471ued+CIAh/Nl+8+gRpRnnF6cC7m7t8vZeH3PtWUHQl/DIVapRz69atuzlz5p555hlWrVp1zTJDhw51uSG17XaZMwcQ4Cf/xbD8IZizZOWC5ASnRFJSNkajhbw8C06nk0aNPHE4HMyfv4fi4rLJho8dy2Tz5vOYzTZ++uk0zzzzI7Nn77zhdhqNFr7++ijffnucY8cyy933VrFw4T5++knOC/fMMx154on2Zc6npKRw6dIlABISEli6dCn5+fn4FxbyoJeT5AgPWgx6HK26er1lrcJacbiRL709NTjy8zh79myZewNER/szZswdACxefIhTp7IrrEsQBEGo2NnTu9m024C5CFTA6KfudrkOn5I57eartvQqtMj/9/t6OhgwYMDNmTP3/PPP88knnzB8+HA6dOhASEhIuYSkmzdvdrkh15KVlcX48ePZuXMnSUlJ1yybnZ3N888/z9GjR/H29kaSJN5++226devm1jbVZYGBesBOUbEWSZKUn0+eMQ8JPSBx+nQmSUm5WCwWHA47iYk6PvusgKIiDSaTlZAQL6W+b745DsjbhQUHe7J/fzpffnmYu+9uRJMmVV95WSory8zHH+9l9epTZQI4X18Dkyf3JjEx7kbe/k21bt0Zpadr2LCW/O1v7cqcNxqNnD4tB3r169enqKiI7777Dmw2/ibZMEgO1nStxytNh1S7DZ46T4o6tiN08zqaSk7O2GwcO3aM5s2bk5ubS0FBAT4+PjzySGt+/vksp05l8+abW1i0aAgajdjuSxAE4XokSeKzieM5knEPAIm9IomM9He5Hn9f+fu4TDBnlTteAv2rP8XJ5WBu9+7dvPLKK2RmZrJixYoKy7gz2/yRI0cYP348LVq0qNLQ3rPPPktycjI7duxAp9Px4Ycfcs8995CSkoKv759jcn9IqDeQh8WqodhqxuDhDYCl2A7If2mSk3M5f96I0+nE30+F3V6IzWbDw8OjTB66goJifv5Z7ukZNaoNgwc34dFHv+PkySxmzdrGwoWDXfp5m802nn76R5KScgEICPDAy0tHWlo++flWXnjhZ55+ugN/+1u7Or9rwalT2bzxxq8AdOsWzfPPl51+YLPZOHz4MJIk4evrS5MmTRg7diySJJGg0dBDZyPZU4f6zrsI9wm/obZEdEgk33sDnS0SZwoLWbt2LR07dqSwsJALFy7QrFkztFo1r77ai8cf/x/Hj2fy1VdHGT681Q3dVxAE4c/ghyXT2JvfjYJCMOjhnfcerlY9wcHyXPai4ivhV+lereHh3tVun8u/lo8fP55GjRrx+eef8/PPP7Np06Yyj40bNxIQEFDtBv1RSEgI69ato2PHjlUqf/DgQbp3745OJ0e9ffv2xWg0cvLkyWtedzvNmQsLlYPWIouKzLRU5bjNdqXMpYv5nDmTDZJEUIAEDitOp5Pi4mIslivB3Jo1p7FY7Gi1TurVK8JsLuSll+RezgMH0lm//lyV2yVJElOn/kpSUi56vYZJk3ry448j+OGH4axb9wgdO8p5exYs2MP779ftNBoWi51XXtlIcbGD+PhAZszoV6aXS5Ikjh49isViQaPR0Lp1a3799Vf2798PTifPOe2YbQWs6xTEkBYP3HB72tfvwKEGPtyhcyCVzJVzOuXu/EuXLmG3yz/T5s1DefjhFgB8/vmBMj9rQRAEobx9+37ix3k/cyI5EBUw9umuRERUr3MosmSHh6JiLcVWCxnp6ViK5e+O2IbhN2/O3IkTJ/j5558ZNWoUd955J7179y7zSExMZMSIES43pDIREREYDOV3MqjMAw88wNq1a8nLywNg+fLlhIaG0qRJk2tedzvNmYuOlYc+nRIkn72S+d921fe2xWJj+/YLSE4nQQFwes9OHA5HmWBOkiS+/fYEkiTRsqUHeXlZ7NixAx+fQgYMaAjABx/sUDaMv56lSw+zYYMc/P373z144IFmyqrK4GAv5s4dxIMPNlfK7tyZWmldtW3OnJ0kJeWi02mYPr0v3t5l5yempaWRmZkJQPPmzTEYDMpee/2io2lgy6dIp+ZQl3h6xva84fa0CW/D4Ya+hGhUNHHIUfuuXbvQaDQ4HA5lzh7A3/7WDg8PLTk5RXzzzbEbvrcgCMLtwGwzczzzeJlRwPOpR1k+5nn2WfvhcEJ4uAfPTqza9l0VadQkDgCnEw7v3svOX39XzrVo3aTac+ZcDubk4Zprj86++OKLLjfEXaZOnUqfPn2IjY2lcePGfP/992zevPlPM8QKENfoSh6xC8lXEjjbrlpf4HQ6OXcuFwkJP18HJ3f+jiQ5kSSJ/PwiAI4fz+L06Wzsdgc9esgbCkuSxLlz5xg0KBiVSkVGRiHHjmVet00ZGYXMmbMLgAceaMbgweWDa61WzUsvdeeOO+Rl32+88Sv5+XVv14Lff0/hq6+OAjBhQicaNw4uc95isXDq1CkA6tWrR0REBD/88APJycmo1WqesdkwWoz81tqfu1rdV+2FD1fz1ntju6MtAD30KigqYsOGDdSrJ3+WqalXAuPAQE/++le5d+6LLw6K3jlBEATgy38O5teenfj0wydwOB2cvnCQxQ/dyx7Pv3I5U4VWq+HD+cPQ66u/73nrTm2U50f3H+PEITkvqUoFnXpVf26/y8HcO++8wz//+U9yc3MrLXO91CU1acKECWzbto1z585x+vRpXnzxRYYPH05OTk6ttelmi4mPozTevpSWpxy326/MQZMkCYfDgSSBh8aE1VqEViPhdDopKpJ7dkrntQUGaqlf35Pg4GCio6MBsFpzaNgwAIC9e9Ou26YNG87hcDgJDvbihReu/IUtLi5WhgNB3sFiypREvLx0ZGQUMmvWtup9CDXEbLYxbdpWADp3rs+wYS3LnJckiWPHjmG32zEYDDRp0gSLxcLHH38MwH0dOhCWlkyxvZj1dwQyuMlgt7WtSUJX0kL0dNRLYDaTkZFBYWEhIKcpyc/PV8o+8khr0TsnCIJQwmwtYN/2TA60GcK+D9bw8bO9WT7oLvb4PsDpJB1qtZopbwygc+eYG7pPg4RGaNRyz9/5c2lcvCB/z3oaHHj5+FS7XpeDuSlTprB27VoiIyNp1aoVffr0oW/fvmUetRU4mc1m5s+fz4QJEwgKknuSHnnkEQoKCpQhrspMmjSJf/zjH/zjH/+45efO+fgF4mmQA6SMjCtf4DbHVQsKVCjzqDRSDgFOR7lgrrTHRq22Y7FYuHjxIg0aNFCG7ho1kv/i7dt3ZQivMqXDq/36xaPXa7Db7Zw6dYotW7awdetWzp07h61kUl+9er5KwPfTT6c5ciTjRj4Ot/rooz1kZBTi6anj9dd7l0uwnJ6eTna2nPajWbNm6HQ6vvrqKzIzM/Hw8GCMJJFnyeNIvDeBzdoRFxDntra1r9eeEzFe+EhWmpVMTdixYwfe3t5K20oFBXny0EPykPYXXxy8ZdPCCIIguMO+jSs5afgLP/2ewKWmT7FjbzEHYh5n3zF/1Go1f324LY89dscN30ej0eDlIf9/m34pn4wsefTJS29TYpCbMmduy5YtOBwOIiIiKCgo4Pz58yQlJZV5OBy188Vgt9txOp3lthjT6/XXDTCnT5/Oe++9x3vvvXfLz51TqdV4lmwLkp1zZZjSURLM6XUgSfKuBF5eYDPn0lvrQKuVj1ksV4I5h0M+npKSwrvvvstrr71GaGgoAPXqyb9dHDx4GYej8nlz6ekFHDokD/f279+AvLw8duzYQXJyMpIkUVxczNmzZ/n999+V3qPBgxNo1Upe4fn55/vd+fFU2/HjmSxfLidVfvrpDoSHl/0tymazKcOrERERhIaGYjab+eKLLwAYPmgQQXt2k2c1sb5DIPc0vset7Wsd3prjsXI6nk42CwDbtm0jIiICkIO5q+eCPPpoG3Q6DTk5RUqwLQiC8Ge0/X+rSErVIwF7D6o5UDCYXQe90Wg09LuzCdOm3e22DAueevk7Nsdow2iS/0/2MtiUGOSmzJkLDQ0tF7z98RES4nruseqaO3cuw4cPB8DPz49evXrxxRdfKL08W7Zs4dSpUwwcOPCmtakuKP3LYsy7Mh/KXhLMhQSrQJJwOhwEBahwmoy000potfIwYU6OCZCDObvdjkYjkZ2dTWFhIb/88gufffZZSUAvz70zm22cPFl5EtpffpEDhdBQb1q1CuPw4cMUFRWhVqtp3Lgx8fHx6HQ6bDYbR48exel0olKpGD26LQC//prMuXOVD+vfDE6nxPTpv+F0SjRtGqKsCL3amTNnKC4uRqvVkpCQAMBXX31FXl4eXl5ePOLhQaG1gMu+ag4n+HNXw7vc2sYAjwBMLRoB0A4HlMzdK11AZLFYlIVBIPfO3XVXAwBWrDjq1rYIgiDcSk6cdmC3gwoJg6cHxjw1Op2OIfe15v/+74Ebmif3R556+XvZVKCioKg0YfCNzV2u1py561m0aFF12lKhoqIiEhMTmTlzJunp6SQmJspbIZVISUnhxIkTyutly5YRHBxMly5d6NmzJ88//zyfffbZdXvbbqfUJAAeWjmYM+Vf6TGzO+Qfd2iICgk5cAsKVKHKM+KtUcnj+JJEYaHcq1MazKlUDlJTU/Hw8EClUrF161ZSU1Px89MRFib3gl5r3lxp+pI774zn0qU0ioqKUKlUdO7cmbi4OBo1akT79u1RqVTk5+dz7pxcvkePGBo1kofLFy064NbPx1Xr15/l+PErW2P9MdluXl6essigUaNGGAwGzGYzixcvBmDYX/+K//r15FmM/No2gK4x3Qn0DHR7O2Mbtic9WE+sxo5fyVzEffv24e8vJ7e8eqgV4OGH5Tl/R49mcPRo3RnOFgRBuFlMhTmkFcmpsSLDVXz88YO0ah3NmKe68f7796LTuS+QA/Ap2dKr0KKlsCR5sJ+P3EN301KTPProo9ct485hSk9PTzZv3syJEyewWCxs3ryZ8ePHK+dnzZol5+4qERkZyeLFi9m7dy9bt25l7969jBo16rr3uZ1SkwB4aOXh1QLzlWMO55WeOUmSlGBOl28kOcoTtVr+8i8sLLm2wIrD4UClcnAxNZVenTrx/PPPA3LyaIDoaPm3isrmzaWl5Stz3vr0iVUCtaioKHyumuzp5+dHfHw8AOfPnycvLw+1WsXjj7cFYO3aM6Sl5VMb7HYnH30k7/IwcGBDmjcPLXNekiTlFwo/Pz+ioqKAsr1yIxs0wJFxGZOtgC2t/RnUeFCNtLVlWEuOx3hhdVjoUvL5bt++XRlqvXz5cpkFJ82bh9KyZRggeucEQfhz2rn6v2RZ5P/XO3eJpU+feFavfoyXXy4/L9odfLzlwC3T5EVeoTxyEhwkB3U3LTVJVdx///01Ua3gAk9tMVA2mCtdzRoQIGewdjqdhASr0BeaON7YB43KCZKE2SxfazQWACBJNjL27KH1qlUM8PMD4NixYxQVFdGggQdOp5P9+9NxOsvv0LF583kAwsK88fOzUFxcjEajUQK3q8XHx+Pn54ckSUqS5/79G1C/vh9Op8SKFUfc8tm4avXqU1y4IAeXpfubXu3y5cuYTPLQdNOmTVGpVBQVFV3plRs2DP+ffybfamJ/Q2+KQwLoFdurRtraMqwlJ2K8KLYX07lkJeuOHTsICwtDpVJRXFysLNAoVTpkvH79OXJyimqkXYIgCHXVrh83kpGlQQXc92DNb/0ZHCgHbvlmLVabHIbFN7ix6WnVWgBxvcfWrVtvqFHCjfPQyUOlhUXyj9jplJSeOVtRPoMG6ujZQ0f9CDtayUJx2xao1fLCFbNJjgDN5mIkScJuK0IqLKSNXk/wzJk0iYigqKgIk8lEo0Y+OBwOCgqKOXOm/CKT1FQ5yGndOoyUlGQAYmNjMRgMpKam8uKLL/LRRx9hs9lQq9VKcue8vDzy8vLQaNQMHdoMgHXrzlYYMNak4mIHCxfuA2DIkCZER5fdi8/hcHDmjJwnKCIiQhnO/OGHH8jLy8PDw4OR/fvDtm2YrPlsahdA79jeGLRVT4TtioTgBM7Gy21oIxWDxYLJZOLUqVMEB8v58NLSyg6J9+vXgKAgT2w2Bz/8cO2dUgRBEG43J1N0OCVQq5107Vq+o8HdXpj8N+IjTEQGFRIblk+HhBwmvj7xhup0OVtpYmJind8zszomTZrE4MGDb5uhVi+dPFRqsaqw2Rw4HBIqlTxXrig/l9ZNAkCrwXgpD4O3jriELuxUFcnnr5ozJ0kSapUDHRKBzgKcFg+6n83mpF7PxYsXad8+nLAwD3JzHezff4mEhLIJdI1GuS4PDzmvnVqtJjY2ll27dvHyyy9jMpnYtGkT27ZtY8aMGdSvXx8/Pz9MJhMpKSm0atWKgQMbMXfuLrKyzOzZk0anTvW5Wf73vxNcvlyAXq/hiSfalzufmpqqLOZo1EhefOBwOFiyZAkg91L7b96Mw2Ej1cPKoYY+jGrQv8baq9foCY1vweWgs7S02kjwD+OU1cr27du57777yMrKIjMzk+LiYmXVt16vYfDgBL744iCrV59i1Kg2t+W/cUEQhD/KyE4h3SJPjYmtr8XD48aTuF9P4xbN2LLn3QrPrVu3jlWrVrlcp8s9c35+fnz22WdlHp988gkzZszgL3/5C23atOHTTz91uSG17fabMycPlaJSkZ9fTFFRsXLOkl/SgyZJFBiNeAV40bR+G7QlPXOlZYuKbDidTtTYiFHbOK3LIwUT3VUqyMjg7Nmz2O12QkLkv/zZ2eWH6HJz5WNarTzh09/fn40bNzJ+/HhMJhMBAQGo1WqOHTvGyJEjuXDhAjExclLGy5cvY7VaCQvzpn17ec7X2rVn3PxJVc7plFi69DAA993XtMJUJKVzAKOjo/H09ARgw4YNXLp0CbVazYhhw2DVKvKt+fza2h8vD186R3Wu0Xa3DG3JmfqeFNmL6HbVvLmQkBB0Oh2SJJVbCHHvvfLq2/PnjRw9ev0dPQRBEG4Hv3z2NplmeaFdz94Jtdyamzhnrl+/fowaNarMY/To0bz00kt89913vPrqq6SkpLjcEMG9PEqCJxUqzGYbBQVWSgcoC4xZyMtZnRQYc/EK9iUuLAGNSg7mrl7N6nQ6UTmLSdCpOB7jxbwOTqLVNvysVnJzcyksLFQWTpjNtnLtMBrlHkK1Wj7n7+/PBx98gNPppGXLlixfvpyFCxcSEhJCQUEBn376KeHh4RgMBiRJ4sIFeW/Zu+9uDMAvvyTdtAS3W7Ykk5pqQqVSMWJEq3Lnk5OTsdvt6HQ6ZQ6gJElKXrkBAwZQ7/JlSEvDZM1na2t/esf2Rq/Rl6vLnVqEteBspAdFtiI6WuXP/9ixY1itVmUhxMWLF8vknIuPD6RFC3khxKpVYqhVEITbnyRJ7PlpD1k5KlQqFUOG1t7uVTfK5WDum2++ueb5Bx54gP/+97/VbpDgHh76khWLahWFhcWYTIXKOVVelvxEksg3GvENDcLg5asEc1arHAiWDebUJEd4cCLGi4yCdDroNORmZFBQUIBWK6+MrSiYy80tQpIktCWpUpKTk8nIyECtVvPOO+8QEhJCmzZtePbZZwFYs2YNly9fVlaEXrx4EYfDQb9+8eh0GgoLi9m6NblGPrM/+vLLQwD06RNHVJRfmXM2m00JNGNiYtDp5Amtu3fvVhIHP/roo7BqFQ7Jwb56EhmBevo3rLkh1lItw1pyNtITh9NB09xsNMiLXQ4fPkz9+vIQ9R+39wI5UTPIcxPFjhCCINzujhzeyBl7awA8DSratYuq5RZVn9tXs546deqa+7bWVbddnjk9lK6oNpksGEsSAQN4muRhNJUkUWg04h0Zit7DGw0lQZxV/iLPyysJAB1WmujVOBo1QB0fT76HihZaO3np6ZhMJvR6NQ6HQ9kGrJQkSRiNFhwOB97eGtRqtTIXoGfPnoSFhSllBwwYQGRkJA6Hg8WLFxMVFaWsvszJycHX10CPHvK+sGvW1PxQ67FjmezfLw9FjhxZvlcuJSVF6ZUrHRYG+PLLLwF5f+KEqCjYsIF8az5bWvnho/ehc/2aHWIFiPaLJi86FLtGBU4rzcPlnTT27duHr68vvr6+QPmFEHfd1RCdTkNBQbGyClkQBOF2teGDmVwskL9XBg5KQKutkQQfLqlunjmXZ/pNnTq1wuN2u52LFy+yevVqEhMTXW5IbZs+fTp+fn7XL3iL8PDQo9NBcTHk51uwmK4E2EHFBWSnXyIoPAJL2gV0wW3Raw1okIO4YmvpcKsVJPBQ2fFRqwho3Ym/NejM6aidNDltRiosJCcnB53OV9kJ4mpmsw273YndLgdzWq2Wbdu2ATB06FBwOmHrVoiPRxMTw2OPPcbMmTP53//+xxNPPEFQUBDZ2dlcvnyZ0NBQBg5sxKZN59m27QJWqx2DoeYmqpb2yrVoEUbr1uFlztlsNmUqQUxMDFqt3I7k5GR+//13AEaMGAEbN0JREdmSmZ3NIugfl4hOo6uxNpdSqVQk1GtJSvhhwo0W2vn6cvjyZSUfY7169cjPzycjI4MmTZooix38/AwkJsayfv05Vq8+xV13NazxtgqCINQGs7WA46dVXM4ElQqeeLJm0kW5asCAAXTt2vW6+8n/kcvfhlOmTKm8Mq2W/v37s2DBAlerFdzMw8sDvU5FcbFEfr6F/Cx50YNWA8E4WPXJ/6H39CTCnI82OBSDxoBGJffMWYvlIdriYicgoZOKyfHTEhXVnOahzfkyypM2p/LxsFrJyclBrY4u6Zkrux1Jbq48987hsOPrq+X06dNIkkRkZCRdOnWC6dPhf/8DDw+YO5e//OUvfPzxx+Tk5LB8+XKGDBlCdnY2mZmZOJ1OOneOQq1WUVzs4ODByzW2qjUvz8IvvyQBMGJEy3IrO0t75bRaLdHR0crx5cuXA3LqlS5dusDTT2OXHGxqoMKqV3NngztrpL0VSQhO4GykJ62zLLR3OPgvcOTIEYqLiwkLC+PUqVNYrVZMJpOSTgXgnnsSWL/+HDt2pGI0WggI8LhpbRYEQbhZfl35IUm0ASC6vhctW4Zf54q6zeU+xZCQEM6fP19uP9YLFy5QWFjIjz/+WGb4TKgdHj5e6PXyOgeTqYg8ozw/SqMBLy8VdpsNs8lEgEaFIbQeGrVGCeZsNnlifHFJUKeRikkO96BBYAMaBDbgfKw/KpWKevZicnNy0GqdFfbMGY0WJElOSeLlpWHDhg0ADL3/ftRvvy0HcgAWCzz7LPrjxxk2bBgAP/30E6GhoahUKux2Ozk5Ofj46JXdCnbuTK2xz27durPY7U78/Az06VM255Ddbq9wrpzJZFKGkIcPH4768mXYu5eCmzzEWqpxUGPORXpisVtok5mpDFkfPXoUT09PZag1M7PsytXOnevj52fA6ZTYuDHpprVXEAThZtr59Y8kX/JFBTwyqsstn47J5WDu6aefZtGiRWRmZhIbG6s86tevr3yx3YputzlzPgH+aLVyMJabW0B+nrybg1YjofO/8nMKUqvwDJP3pNNeFcw5nZIczEmgdVpJCfegYWBDNGoN+lZtcWhU1NNA7qVLqNUOHA4HhYXFZdqQm1ukBHJ2e7GSxmNwXh58951c6MEHIToaiopgwgTuaiXPT0tPT+fcuXMEBclLxi9fvgzIwQbAzp0X3f6ZlVq9Wl7AcNddDcttrnzp0iVsNhsajaZMr9z333+PxWLB19eXe+65B37+GYCLnnaOx3iReJOGWEslBCdwpr4ndqcDT5ORxiULSkqHWkND5a1rMjLK7seq02lITIwD5P1oBUEQbkenTPEUWUCtlnj44fI5RGvLTdub9c0332Tz5s1l9ne8HdxueeZ8A4OUvHE5OYUUlOzrpVE70YX4KuUCNCq8Q+UASemZs8s7H8ipKyT0ko3L9f0J85Z7xRrXa8n5CA/C1U5yUlOVnSMKCqxl2nBl8YOWoqIinE4n0VFRBP30k3yfB+7js7tC2f36ExAWBmYzUTt3Ksl3N27cSHjJ5P2MjAxlqBXg5MlsJSGxOyUl5XLsmNxbVZp7rZTT6SQ5WV5JW79+fSXprtPp5OuvvwbkJMGenp6wdi12ycGahhKSWkX/GkwUXJHYgFiMwd6YPdRY7Fbah8hbxezbJ+9mUdp7XlhYSGFhYZlrBwyQ58rt3XtJbO8lCMJtx+Gwc9Ek/0LbOA6Cgrxqt0FXuWl55oKCgli/fj2dOnVy+WbCzeMdFKwEWaa8QorMcqCl0TjxiriyS4O3QY2/n/yXWumZs0tYLHYoyUOmdVrRNGmmdEO3CGvBmfqehKgdFOfmYrXKgWJBQdngqnSY1cdHQ1aWnA6lWVAQ5OQgAW80SGH+ngWM2/MGp/vIcxf46Sf6liyg2bx5c7mh1pYtw/DykhPf7t7t/t650l652NgAWrQILXMuIyODoqIiVCpVmRWs27ZtIy0tDZVKxYMPPghnz8Lp0xRY89nWwhdfgy+d6t/cfy9atZb44IbKUGv7kl7zgwcP4nA48PHxUZIc/7F3rkOHSAIDPXE6JTZsOHdT2y0IglDTkk/vI8/iDUCbVqHXKX1rcDmYa9q0abnf5P/o1VdfrXaDBPfwCQpWetry88yYS4ZANSonnqHBlA4e6ry1BHgElJyTgz+7vWQrr5LeVy3FBDZsodTdLKQZJ6M9CVNJSGYzhYXySlmz2VYmEW1ubmkwp+XSpUsANC0sRAIOhDtZa5J7iZySk5e0m7DYrZCRQWJJL9K5c+e4dOkSgYGBgDy/S6tVc8cd9QDYtcu9wZzTKfHTT3Lak3vvbVxmDoUkSZw/fx6Q92AtDYQAVq5cCUD37t2JjIyEtWvl9gdASpiBxNibO8RaqnQRhNVhoZ1JTk1TVFTE8ePHUalUlQ61ajRq+vaNA8RQqyAIt5/9G9eRly+v/+ze545abo17uBzMvf3224wdO1aZw1SRzz777IYaVRtutzlzer9AdCW7LuTnFck9bYBW7UQTEMj9Plpa69VEhejxN/iXnJPLOBwqZTGDBKg0NhoEN1Lqjg2IJT0miAitCslpB6e1ZKGDVCbZbGnPnLe3Rslp1jwlhZyiHFbWMwLwWJvHqO9XnwvedjYF5+GQHDQ+ckRJbrtp0yZCSoK7nBx5RW7pUOvOnWV3MbhRe/akkZlZiEql4p57yg6xGo1GJclubGyscjwtLU1JR/Lggw/KvZlr1+KQHPzY0AEq1U1dxXq1hOAEzkd4YLFbCUxJoWGDBgDs2rULuDLUajKZsFrLDpGXpiXZvz+djIxr//ImCIJwKzm89xx2B6iATl2b1nZzyrhpc+Zee+01du3aRUxMDC1atCAxMZG+ffuWeZR+6d5Kbrc5c3r/ILTIAVlhgVUJ5jQaJ+rAIP7qo+XVID02Pw8MWgMAOvWVQCwv78qQqUZlpWHglZxjapWa8PhW+GjAUwUqZ7Eyv+7qFa2lwZzBIGGxWKCoiCYWCzlFOexp4suQJkOY0GkCswfOxlvvzfqmevIsJlQbN9KnRw9ADuZKF0GYzWaKioqUlCRpaflcvFh2F4MbsWWLPB+uTZtwwsK8y5xLTZVXzwYGBiorQQG+++47JEmiXr16dOvWDQ4fhkuXKCguYFtzX7x0XnSs39FtbXRFQnACyeEGih1WnIWFdG4q/6e1Y8cOAAICApRFS9nZ2WWubdeuHkFBcu/jzdpxQxAE4WZISZW/p7QaB5GRdSu/7E2bM7dlyxYcDgeRkZGYzWaSk5PLpSlxOMRWQLXNIyAEHfLQaqHZitVWkmZE5UQbeGXOXHHAlcCkdMEEqpJATH6KChsNAhuUqb9ZeAty/fVEaEDltOJ0OpEkqUyuudJgTq93YrVaiVar0WPnRISWbH8dj7R+BJVKRVxAHHc3uptdTX3JdRaC2Uyfkg3ijx49isViURYbZGdnEx8fQEiIPGF1//5Lbvm8JElSgrlevWLLnLNarUpPdOk2YyAnD/7+++8BeeGDWq2Gkt7d0/U8yAzU0z26e43vxVqZRkGNyPLXYTaosTqsdCkZVj106BBmsxmVSqUEyqVzGkup1Sp69JDnBW7dKvZaFgTh9pGZL/+yHuzvuOVTkpRyOZgLDQ0tF7z98VE6LCbUHl+vAHQqOZgzm+0UF5csZlA70AdfyQPo9L/yW4leWxqEq5SVolodaFQSIV5lf6bNQ5uT5a8jTC0h2czKcGdFPXM6nQOr1Uozs5mC4gJ2N/Wlvl994gLilLJ94/tiMWjYEq/G7nTQ6tQppQds7969StCRk5ODSqWieXM5MDl5smyPUnWdO5dLWprcy/fHYC4tLa0kKNUr88xA/sUmJycHrVbLfffdJ+9osXEjTiR+ipc/h95xvd3SvurwM/hRzy+S5DAPrHYL7QGdTofdbldWtV49hP3HIevSYG7XrotKz64gCMKtzOl0kGeVv1vqhWmuU/rW4XIw984771y3zKJFi6rTllp1u82Z89H7KMGcxerEZpe/qDVqJx7BV2W6LllcAKDTXEk3k5tbBEjotKBVq8r99tI0pClZ/jrCNeAsCeYkqewwa05OEZIkodXasRYU0MzpJL+4gD1NfOkR3aNMne3rtcfP4MeeBB8KivNR799Pu7ZtAdizZw/BwcEldcpBR9OmchBy4kTZHqXqKu2Vi472Jzb2yo4IkiRx8aK80CIyMhKN5so//tWrVwPQq1cvOdg8dAgyMzEXF/JbYwMatYbu0d3d0r7qahzUmAthBix2Cx5JSbRpI68a3rlzJ4DyudpsNvLy8spc26VLFFqtmuJiR42sHBYEQbjZks8eUFayNmla93Z9uGlz5sxmc6Xn3n77be6//37i4uJcbkhtu93mzGnVWrQlwZy1WMJWEmNp1E48Q+op5VTBV4Zc9aULLlUqcnPNIIFOp0JTwS8vET4RZPnrqKdRYbMWodVKJcOs8o3sdif5+fKkeq3WTnF+PgkGA1lqKxkBOnrG9izX3p4xPTkR44WpOB8KCuhQsghiz549Ss+czWYjPz+fJk3kdp86lY3TeeOLIEqHEnv1iikTZGZnZ1NUJOdau3qINTs7W1n4cO+998oHS3a4OBvlTY6fjjvq3YGv4cowdm1ICE4guWQRBKdO0bmzvAtF6bw5g8Gg9ID+cd6cl5dOWTn8229iqFUQhFvfvl/Wkpcvf6l1T6x7K1lv2py5N954o9Jz999/P+3bt2f06NEuN0RwP33JatbiYrDZ5QBFq3bg6xuM0Udeli3Vv7K/6dUbeOTkFCEBWi1oNOXnFOg1eiyhgdTTqnAUWdBq5V6swkL5nnl58hCr0+nE01OFNS+PKLWdi6F6PPVetK9XPuN2n/g+5PloOetrxyE56VAy7JeamkpeXh7e3t4lbctReubMZhupqaYb+pxycoo4fFhOz/HHIdbSXrng4OAy6UjWrFmD0+kkKChIXvjgdMIvvyABa2JLhlhja2+ItVSjoEakhBmwOqxI6el0adkSgKSkJCUlSWnv3B/nzQH07Cl/Hlu3prh15bAgCEJtOLT7HA6nPB+8c/dmtd0ct3E5mLvWf+gJCQm89tpryrZNQu3Sa+Sgwma7KpjTSPgZ/Hj/oSgWDInE0fRKCg6tTo22pBfOaJR7o3RaUGsr/msiRYTLPXNFRej1KpxOp9IzVzpfTpIkPDwk6qnV4DBzMcRA5/qdK1wU0CWqCx5aD45Fe1BQXECjixeVTeCv7p3Lzs4mLMwbf395E/gbHWr9/Xc5UPH1NdCmTYRy3GazKQFOZGTklfctSco+rHfffTdarVZexZqZicVexKYG8mfdK7bXDbXLHRoENiA11IAdBw6nnSagfKalQ62l8+ZMJhPFxWW3ZCudN5eRUcjp07feKnVBEISrla5k1WkcRETU7siJO2mrUmjq1KnK88LCQt58880Kgzq73c6xY8fKpG64VUyaNInBgwffVkOtBv2V1alFFjnA0Gkd+Hv4kxTpSVKkJ709r8yZ02g1aLXgKJZK5szJPXNaQ8WTRHX1Y/BWq9DbitHpwGx2KnPmSoM5kJAkK3FAQXEBF0NC6BHTo8L6PLQedIvuxrG4DPKP5+O/fz93dOrExk2b2LNnD506deLChQsYjcaSeXPB7Nx5kRMnspS8aNXx++8XAOjWTZ4jVury5cs4nU60Wm2ZhQ8nTpzg7Fk5ma4yxLp+PQDJUb5k+9tJCE6gnu+V4ezaEu0XjVOnJS3YQJytGO8zZ+jUqRPr169n9+7dDB48GH9/f7RaLXa7nezsbOrVu9LuqCg/4uMDSUrKZevWZBISgq9xN0EQhLotK18eYQkOqJsrWdetW6d0FriiSsHclClTlOcqlYrJkydXWjY4OJiFCxe63JDaNn36dPz86la+mRvlYSh9pqLIIgcpWrWEr/5KsF2aMBhAr9ei06qwWiUlGNNqVegMFafW8KwfJ9fhtKPTU9IzJ696LN39wctLhc1WjE++CYfOQWqogWejulba5m7R3Zgb8zNFtstQWEiHevXYiNwzV9qj5HQ6KSgooEmTECWYqy5Jkjh4UE47UpqMuFRpouPw8PAyCx9K/6E1bdqUxo0bK0OsAL80rDu9cgA6jY5o/2hSwi5wR4oV71OnaN++PevXr+fAgQMAqNVqgoKCyMjIICsrq0wwB9CjRzRJSbls357K3/9edzakFgRBcIVTcmK0lK5kdXlg8qYYMGAAXbt2Zd68eS5dV6VgLikpCZC/+Dp16sTu3bsrLOft7S3SktQhXl4lv3WoVBQVq0EtL3LQaXSEeYeRUZhBlN+VAEZr0Mtz30BJTaJRO9F7eVZQO4QERGL00WKwF6MvybFbWLJtWGkw6OWlxlpUhI8k9xIaI4MI8w6rsD6A1uGtyfPRkhKoJs5po0PJ8UuXLpGVlYWXlxdms5m8vDxl3tzJk9lIklSt37IuXSogM1Pe4aB16ysrmwoLC5XVnVcPsRYXF7O2ZLuuwYMHywdLhlhtTjs/RNkAXaW9j7UhPiCelPB9FJ+TF0G0GT4ckIPVzMxMQkNDCQkJISMjg+zs8p9lly5RLF58iEOHLlNYWIy3d+3kzRMEQbgRyWf2k2eVv6wSmtS9law3okrB3NXbFz333HNlXgt1l49vyY9XkkAl/xai08nD4+8PeJ9UUyrNQq9MANWXBHMAJpO8ElWtcuDh7VVh/eE+4WT561DlWNEpCyDkYC43twinU8LDA6yFhYSqnJg91ARENbxm0BUXEIeP3ofjMV50PFNEfEoKQUFB5OTksGfPHho0aHBVMBcNyIstLl8uJCLCx+XP6NAhuVfOz89ATMyVXsrSvWS9vLyUHkGA3377DZPJhFarvTIkX7KKNS02kGz/fAI9A2ke2tzlttSUBoEN2BVuwOoohHPnaBQXh7e3N4WFhRw8eJA777yzTIoSk8lU5j23bRuBXq+huNjB3r2Xyi0SEQRBuBXsWbcaU8lK1l53dqrl1riXy/2M1cl/ciu43fLMAXj7eqHVlOyvWhLM6XXyn01CmtCvQb8y5Q1eXkowV7qLh1rtQOdVdmurUmHeYWT561AXW5S0JmbzlZ45kOSVrIWFeODgYqiB2KsSBVdErVLTMqwlx2O9MduLUO3fT/t27QA4cOCAEmTk5eURFeWHl5d845MnqzfUevBgOiBv4aVWy0GmJElKMFevXr0ywWdpbrmePXsSEBBQZoj1t8bygozu0d1Rq+pOF35cQBwp4R5YHVaw2VAnJ9O6dWsAZajVw8MDn5JdN/64qtVg0NKunbwwZMeO1JvXcEEQBDfav+PKStauPerOL9xXu2l55nbs2EH79u1p3769kqsK5BQOsbGxfPbZZy43oi643fLMAfj4+5VJNwLgYaj8R6739katlhMHO53yn2qVAw/finu8wrzDyPbXobXblPsUFJQdZvXwgOKSYC41xFBm14fKtAprxYkYL4psRVBYSKuSxQdHjhxRgjmz2YzdblMm5Fd33lzpfLmrh1jz8/PlvWSBiIgrq1tzcnL47bffgKuGWI8cgYwMnJLEigi5DT1jyubQq20NAhtg8taS6Q0OyQnHjyvJgw8ePKiUK+2d+2O+Obgyn1AEc4Ig3KqSS3Z/9NDbCQmpuJOitt20PHOffPIJBQUFTJo0SflCAHmS+JQpU3j99ddZvHixyw25lqysLIYNG0Z8fPx1y06ZMoW2bduSmJioPP75z3+6tT23Cu+QYEq2NKV07bGHR+Xblxi8vNCo5ZJKMIcdQyWrk8O8w8j206Kz25Rh1tLVrKULIDw8wJqfj15ykBZiINb/+kN0rcJbkeejJc3LgROJliXdhUlJSahUKnkPVCg3b85VZrONM2fkdBtXpyQp3YfV19cXL68rQ8ylueUCAwPl3HKgDLFmxYeR5iOhUWvoHNXZ5bbUpNLP/Gw9T6x2Kxw9StuS3TVOnjypJAK/OkWJzWYrU0eXLnIwl5KSR3p6wU1quSAIgvtkF8odE2FBt9/+8S4Hc7/99hs//PADDz74YJkkqlqtltGjR7N69Wree+89tzXwyJEjPPjggwQHB1c5aekHH3zA5s2blcd//vMft7XnVhIYVq/MFl0Anp6VT5P08PFFrZb/kpd+1iqVHc9KVvl6aD0oCglAa7Oh15XuzXqlZ87pdOLpIWExmfDESWqogRj/mOu2u2WYnNj2bIQBi81CU5MJjUaDJEkcP35cWXWcl5enbL1VncTBR45k4HRKaDRqZa9XSZKUZLphYVcWalSYW87pVIK5XU3lNrWPaI+P3vW5ezXJU+dJpG8k5yI9KHbIwVyLFi1Qq9U4nU6OHj0KQEBAgPI5/7F3rlGjIAID5X/vO3eK3jlBEG4t5iITuRb5/+m4mIoX9d3KXA7mTCYTTZs2rfR827ZtlZ4NdwgJCWHdunV07NjRbXVW5HacMxcQUR+NpuxvIF7XWIno4eOLRiUHf6XBnNwzV3nKFlVkJB6SA41GAqn8alZPD7AWmfFRw8UqBnN+Bj/iA+NJqudBkb0Iw6lTJCTIyY2vHmrNy8sjMlLuNbx0qcDlHQoOHJDnyzVpEoyHhxzkFhYWKj1VVwdz586d48yZM8BVueWOHoWMDCTg60i5h++P25TVFXEBcSTV85TnzZ0+jadGo/w7/mOKEig/b06tVtG5s7xbiBhqFQThVnPot7UYC+Ug7o7OTWq5NZX7f/bOO7yN+v7jrzttyZb3dmxn752QsMMMGwplFVpof9DBKqUttBRaRqEttNCWlkILhQJlE2aBsAmQkD2dYSdx4iTee8iad78/vrqT5C3HGXbu9Tx54kh3p68c6e59n/H+HLSaOVmWux37o1FXVzeoRnzZ2dnYbLa+N4ziySefZMGCBRx33HHccMMNva5XY1jWzKVnYZI6izl7j9s73e4ukTmTGsTi7DnSZMkrwCaBSQ6iotLREURRVOrrO/RRXl6PB8lhwpGdj83cv//LqZlT2ZnroCPgge3bmTJRdN12FnNaB2tHR0DvwO0vWifrjBmRFKsWlXM6nfr4MIAPPvgAgJEjRwpvOYDPPgOgbVQ+xeZGgMPKkiSaUSmj2Jljxxf0QygE27bpqdboujkt1apZlESjibnly/cNyjxcAwMDg4PF8o++xCO88DnlzJ69Tg81B61m7vTTT+eb3/wmGzdu7PJccXExl156KWeccUbcCxksioqKOOqoo/j444/57LPPCAQCnHDCCV3GFB0JuFKysMjBmMfcST0XfVqdCciExZ8m5ghgcfY80SMlPR+sMjIBCNfMNTV5CYUUMSLLBV5PO02ZfXeyRjMtaxq7skVkjmCQKcnJgBBzWpo1FArhdkduHCoqWvt9fEVR9Xms0c0P0SlW7aZEVVU+DE94OO200yI3K59/DsDGCSKaVZBU0K/I46FgZPJIOuwm9qSGayaLi/Wa1w0bNug1kloThN/vp60ttjZOa4JoafHptYYGBgYGQ4GtW5sAMEkKkybl9r7xECRuMXffffexY8cOZsyYQUFBAfPmzWPevHkUFBQwbdo0tm/fzm9/+9sDsdZ+cfXVV3PjjTdiMpkwm8384Q9/YMuWLQMajzHUSUjOwCwFOj3Ws5izOFzIkhB/WlTGTABzL5G5LFcW3gQzEmK/jo4ANTXt+v4JLlA6OmhJssYldKZlTaPdYWJvkkxACTI1/HhDQwONjY16tDYQ6NBruSor+1+Yv29fi54SnjJFpFM9Hg+trUIQZmVFBF5paSnl5eUAnHrqqeLB8nLYtQuA/+WIfQ7XqBzAyBTRPLQlQ7igR4s5j8ejz1N2OBx6LWxDQ6xgy8x0kZ8vhPTq1RUHa+kGBgYG+01VvbhmpLiDMWMbhwv9Mg2OJicnh1WrVvHLX/6SRYsWsXevqJ9JSkriu9/9Lvfdd1/MhfBQk5ycTFJSkn6x6onbb78da7j1c+HChcMi5ZpgS+wSmUtKTuphazA7XJjU2DSrWek9MpfpymSfy4yMH1UVaVZNzNlsElYLmL3teGzJ/bIl0ShKLsJmtlGWY2fOXi8jqqtxu920tLSwadMm0tPT8fl8tLW1kZOTQGNjR1yRufJyMd3BbjeTmSkErlb0b7PZYuYLa1G50aNHM2rUKPFgOCoXyErnQ9Mu4DAXc8lCzG3PtePb68dRXEx6ejrZ2dlUVVWxYcMGxowZA4jo3N69e6mvr+9iED5rVg5797awZk0ll18+tcvrGBgYGBxuqKpKQ7j5ISfj8JvHCqJWTqvbH0gmcUDyNCsri3//+980NjZSVVVFZWUlDQ0NPPHEE4dcyHW2IWlvb6elpYURI0b0ut/999/PQw89xEMPPTQshByAWTbHROZkCVIyUnvc3uJwYdIic9oxVD9WV89iLishC6wyqOJ1AgGFyspWFEUlMdGEEgphCfjw2E39siWJrFVmTOqYcJ2XF2nLFiZPngyIVKtmcKuJOYgvzbp7txBzBQVJulmwJubS09N7TLHqhMXcjqn5KKg4LU5mZs/s9+sfbBJtiWS6MtmZ68AX9IrIYkuLbh4cXTahNUE0Njbq5tEac+aI9MTq1ZVG3ZyBgcGQoGpvCU0d4qZ9wsTDc+TowoULdQ1yUGrmopEkiczMTLKysga16SEeHnnkES4Pz5oEWLRokT47E+B3v/sdeXl5nH322YdieYccixwRcyYzJKX2/EG2OhIxS7E1cxbVh9XVczdrpisTrDKS6gvvprJ7d7Ool0uU8XZ04JKgwyZTmBzfGKjxaeMpy3HgDfpg1y6mRHW0amKuvb09qqM1HjHXBKBbmyiKoqcVtboxED5sWvRZF3ONjbBhAwCfjhC/r/n587GYOjk0H2aMTxtPeaYNT1h4s2ULU6eK6FpnMSdJEoqi6PNpNWbNygFE3dzOnY0HZ+EGBgZHLCElxIMf3s0r618Y8DGWvfsmTS0iEbng9PmDtbTDigGLuTVr1vC73/2OW265BYC9e/fqFgeDSUdHBwsWLOD3v/89VVVVLFiwgL/97W/68+Xl5WzdulX/929/+1t+//vfs2DBAubPn8+GDRv46KOPYtJmRxJWUyTNapZVElN6FnMWhwsT4kKvp1nVAHZ7zzVzma5MsMmg+MP7Keza1aSLOZ+nHZcsEXDaxLZxMDZ1rGiCUHygKEwJd5du3bpVr+vyer1kZMRfM6elWbV5rM3NzXoUSotMAXwU9pEbO3ZsJOX45ZegKKiJCbzmKAMO7xSrxti0sQTNMruzwh3FxcW6mNu1axctLcKrz2Kx6E0mnf3msrMTdPFs1M0ZHGwURaW2tt2ICh9BrN34AUf/8EGs379R1PsO5BjLd6B9ZI47ccogru7wIe6auVAoxNVXX83zzz+PqqokJCTw0EMPsW/fPk444QQuvvhinnrqKSyd50gNEIfDwWdhC4juePDBB2P+fcUVV3DFFVfE/Tq3334755577rBJsWpEizmTScXl7jnNarM5MauxDRNmfNhMPduJOC1OzE47kuJDRUS4YiJzHhGZS0jNjnte6bi0cfisMruSYbSqMC48Ysvv98cU56ekiI9xRUUrqqr2K0qspVkLC5OBiGhxu90xn91PP/0UgJNPPjmyczjFWj19LE3BtcDQEHPj0kRkc2NakPktIG3Zwvhvfxur1Yrf72fTpk36ZIvU1FSam5u7NEEAzJ6dQ0VFK6tXV3LppcPzxGhw+BAIhHjllc28+upmKipaCQYVxo1L47nnLtRLJAyGL2Xvv81D9ZBZ28qCljqSkuILCgCUVwkl57IFSE09PMd4aSxevHhADZtxR+YeeOAB3n77bW6//XZee+01PUIyb9489uzZQ1VVFX/84x/jXsihZjj6zAHYrJGaJ5OsYHP0HGWzmqyRbtbwY2bVj93cszcdQEJiEoriBVVFVVWqq4WBr8sl4fO0kyBLuFKzez1Gd4xNE35uZdl2vEEf6ZWVYrg9sH37dv2zp9mTeDwBWlv7Lhz1eETHLUTSrJqYi06xlpWVsXv3biBKzPl8EJ5JvHK0+L1MzJhIqqNnkXy4oIm50jSJoBKAkhIsFotuHhydatV+Dy0tLV2KcbVU65o1lXEbNRsYxMPq1RVccsmrPPTQMsrLmwkGRWSmpKRenwNtMLwpWbWJs6+/lUnf+SG1e3cM6BiNrcKSKckV6GPLQ89B85l79tlnWbRoEffeey/f+MY3MJkisz4zMzN55plnBn02q8HAsVsjF1uTrGDupa7LarJGInPh3Uz4+jT6TUhKRgn6MZsl/eKuqioJLvB52nHKEmZ3ctxrd1qc5Lvz2ZNpwxfyIe3YoU+CKCkp0evmnM5I6L0/TRB79kTqwAoKkvD7/XqKMVrMaVG5ESNGRLpYV6wArxfMZt5MF2bUR+cfvgaU0eS783FYHJRnCXHMvn3Q3q6nWjeE6wBBdKdr3+3GxtjauNmzRRNEU5OXsrKmg7N4gyMOvz/Ez372IXv2NGM2y3zrW1O5//5T9Oe1OdAGw5uaFhtPPgeLv0inqqx0QMdo94prWKJrYGnaoUDcYq6mpiY25dSJ3NzcLkXTBocOuz3yX2yWe/8gW2SLXjOnqTmzHMAi954yN7ucBPwBLBaixJyC0wm+cAOEOSllQOsflzYuLD68sHMn40aPBoT3mybmFMVHUpKIkvVHzGkp1tRUB4mJNj2VaDKZ9OkSEBFzJ510UhejYN+MqaxvE+O95ucPjYJaWZIZmzqWvRk2vCGRsmb7dr2jddOmTbp5sCzLehS0s5jLzU3UJ2+sWmXUzRkcGEpK6mltFY1VL7xwEbfccjTHHhtxJdB8Ig2GLyElRGVbFsEQ1Nar7NtZPqDjtPvDHnPJw89fTiPud2Y2m3sdj6WZqw41huNsVoCExEhZpKkPMSdJEuYoXzqzCSQ11GcNmsnhhIAfa4yYU3E6VXweDwmyhDkxeUDrH5s6VkTmgl4IBhkXFhjbtm3Tx221tbXF1dHauZNVS7GmpqYiy+IrUVVVxZYtWwBYsGCB2FFRYMkSALZMyhTv0eJkWta0Ab23Q8HY1LH4rDJVKeEZvSUlemSuvb2dXWEjZICUFCHAO4s5gJkzRdpcG4lmYDDYbNwoPluFhcmMHCk+iw5H5Mayvd2IzA139u7bQpMSadqr2Fvfy9bdoyghPAFxvsvKPLzr5eAgzmY944wzuOSSS/RaomhWrVrFJZdcMiRtQIZrzZzbHal360vMAVGROTCbQe7HPrLDCX5/TGROksBuV/B2eHBJYEtO6+Mo3TM+fTwtLjM19hAqMC78eH19vd596vf7yczsf0drd52sEBEvgN50k56ezpQp4SL/4mIIR/E+zBcRg6PyjsIsx91HdMjQ6uZK0sJ59NJSMjMzycwURcXRqVbt99HW1talbm76dCHm1q83xJzBgWHTJjFab+rUSMG7LEs4nULQGZG54U/p0g9p8UessWpr2+M+RvW+HXR4xTm6cGT8zRMHm4NWM3f//fdTWlrK6NGjGT9+PA0NDcybN4/8/HzmzZtHdXU19957b9wLMTgwJEV17vSVZhXbRBomLBaJ/tgHSg4nUjgyp+F2m0FV8LZ7cJkk7L100fbG2FTRBLEr3YI/5KeopUXvNt27d68eNUxLE3de8aRZCwuTCQQCtLeLE0R3KdYFCxbo0TotxapOmMDHnk3A0KmX09DEXHFygJCqQEkJgJ5qjRZzbre7x7q56dOFOXhlZaveTGJgMJhos5OjxRyAyyW+60ZkbvizbdnXNDRHbpabmkO9bN09m1etwusX14kpMycM2toON+IWc7m5uaxatYqrrrqKmpoa/H4/K1eupL29ne9973usWLHikE+BMIiQnpWKpsdMct9fBLMUSbNazGCS++5WNDmcyMHYmrnERBlUFW97G2abjMs+MJ+/7IRsEm2J4VSrD3NZGSNHitFUpaWlOJ1OAJKThejoKzKnmRqDSLNqjQ+yLOtehK2traxdKyxHTjzxxMjOYTFXM2s8dZ5w88OIoSXmxqSOQZIkysO/T7ZvB0WJqZvTkGVZF7idxdzo0an6RXX9+qqDtHqD4cx775Vyyy2Lqalpp6EhMp5v6tTY64kWmTMaIIY/u8ua6fBG/t02gPvGLetL9J9nzB06JTHxMuBxXk8++SQNDQ0x47z+9a9/kZGRMdhrPCgM15q55MwsNNu0/qRZY2rmzCCb+g7NmZwuZL8fiyUyAsvtFndTbS0t4DCRYO3ZEqU3JElibOrYSBNEaSnjx48HREerVjeXmCheW/Oa64nGRq+enikoSNJTrAkJCXoUauXKlSiKgt1uZ/bs2YQPDGXCIHjZaCFiCpIKyE3MHdD7OlQ4LA5GuEdEfp9eL+zdq6eSd+7cSWtrJLrZU92cLEtMmyYiJkaq1WB/KSmp5+67P2fJkt089tgqPcVqt5sZPTq2ecrlEic0w5pk+FPVFHvdaPfGL1l27wo3uEkKWdnJg7GsA8pBq5nTaG5u5rXXXuM///kPzzzzDIsWLRrSXazDtWYuLScPi0XrTO1bzFmixJzF0k8x53AhByMNEIqi6JE5T2sLsnPgYg5ENGlPpg1/yAe1tYzNFQIq2p4kIUG8x/Z2f69ec7t2NQFCjOTnu/XPbHSK9auvvgJgzpw5WK3hRoGlS8Xf6el8YNoFDJ0u1s6MSxtHQ6KZFs1xpqSECRMm6Onr6OicNg2jra2NQCA2EmLUzRkMBoFAiLvu+kz3kHvvve189tkuACZNysBkir1MaWLOiMwNbzr8Hhr8aZ0ei38YQW2duB447aEhYTJ90GrmAB5++GHy8vK49NJLue2227jtttu45JJLyMvL409/+tNADmlwgEjJGYHZJE6SZlM/0qwmFe3zbjaD2WrqfQdEZM4UCOgRQEVRcLtN+LxepGAQv33/xNzI5JFUpFnpUMWXclxYYO3atQuzWUQAHY5INK6hoaPHY2nND7m5iZjNchcxp6oqy5YtA9CnIQC6mAvMm8va6nXA0KuX0xidMhokid2Z4f+wkhKsVmu35sFut1uvGewcnZs2TaS/tm2rMy6sBgPmqafWUVJSjyxLuN02AoEQb721DYApU7oWrEdq5ozI3HBm19blNIVEVFarjfYGrXEfp7lVnL9c9mAfWw5t4m7D+/vf/85Pf/pTZs6cyVlnnUVOTg6qqlJZWck777zDrbfeit1u5/rrrz8Q6zWIE3d6LhZTCDBhMfWjM1UWIs4fEMLOau/dMBjA4kzEHBDdrERF5tpbW3HJ4N1PMTcqZRRBszbWS2VcOEIUCoV0WxFJioiJ3tIvVVWipi4vL5GOjg492qSJue3bt1NTI1I8xx57rNjJ74eVKwHYNi6NQHsAs2xmdu7sAb+nQ8moFGGAvDk5yAl1IJUKI86pU6eycePGGDGn+c01NDTQ2Niod72CuNDKsoSiqBQX1zB3bt7BfSMGQ56dOxt58klRn/q9783EZjPx97+v1J/v3PwARHWzDvwGQlHUIRGlOZIp/mwxrR2iJtpqVvAFJLzB+CNzrR1in0Tn8BZzcUfmHn74Yf7yl7+wevVq7r33Xq677jquv/56fvvb37Ju3ToeeughHn744QOx1gPKcK2ZS3ClkJUaQAKyUvs++ZlkiXCwC1lWsDgdfe5jdiZgDoqaOVUVkbmEBBlPawtOScKzv5G5FNHwUJ5hIxDy466o0EXFvn37wmsFq1V8nHsTc83Nopo2OdmuR+UsFos+GmxpOAJXUFBAXl5YnKxfDx0dIMt8kinE4IzsGTgtzgG/p0OJ9vssTYOQEtQ7WjW/uY0bN+rmwdBz3ZzTaWHcOJEGMfzmDAbCww8vIxRSGDUqhf/7v5lcdNGkGC+57iJzCQn7F5nbtauJU055hgce+GpgizY4KOxYv5WmJpCAUSNEhsgftMQ9QrDdLz4vye6hId4PWs1cU1MTN954Y4/P33TTTXqH4FBiuNbMmWUzs0ZXcN01FnJTupq/dkY2S3ojgyyFsLr6FiwWVyLmQCBsTaKGxZxEe2sLCTJ02GQc5r5FYU+k2FNIsidRnmUXHZilpRQVFQGwZ88efTunM9x00YuYa2oSYi4pyR6TYtXC+Fq9XEyKNZx2ZcoUPm8UUYShmmIFGOEegSzJ7M6y4wv5oboaWlr0jta2trZuzYNbW1u7qZsTqVajbs4gXpYu3cOyZXsBuOWWo7FYTLjdNs47T9jnZGUlkJHR1eRVq5kbaGTuww930Nrq4/33tw9w5QYHg117FRQVUFUmTRDXIW/QQnt7U1zH8YSnP6Sn9z5j/HDhoNXMZWVl4fF4eny+vb2dnJycmMeG6lSI4cL2T95jyaLnCDRU9rmtyWLCHC6Tk6UQtn5E5qzORKxBIeZURGTO5QJPSwsuSSLkcvQ5RaI3JEliVPIofUYrO3ZQVFgIiLo5rUlBG13We2ROmP1GR+a0FGt7ezvr168Huq+Xa5o1id1Nwix7qFmSRGMxWShIKmBfuhWfEv5dhc2DtW706CaI6Lq5pqammGNpTRAbN9agKPHdMRscuYRCCn/+89cAHHvsCObPz9ef+/73Z3PeeeO57bZju913f61JNP+6lhYfLS2+AR3D4MCiqAq1beK87E5UGT1G3DT6/CZq9vRfhLc01eLxic9LQeHAjOuHCnGLuZtuuonrr7+ejo6uReYdHR38+Mc/5o477oh5fP78odn1N1w4I8vG1D2lzJ84ss9tzWaznmY1ySFsCX2nR202FxYZTCYFVBWrVcZigbbmZlwyKK79H6EyMkU0QfiCfvD7KXQLV/Ddu3frKdL+iDktMpeYaNEtODQxt2rVKkKhEFarNWJJUlMjvNiAlYXipJDqSGVM6pj9fk+HkpHJIwmaZWoywpHXkhIkSdJTrdHmwSaTSZ/Tqs2x1dDSYK2tPvbsGbrd7AYHlzfe2MrOnY3IssTNN8deH5KS7Pz61ydywgmF3e6rNUAMxJpEVVXd9gRg796hl0U6EthXsY3GoBjjNSLfzqixRQD4fLBne0kve8ayeeUyvD4RSJg4dWifs/si7gaIr7/+msWLF5Ofn8/cuXN1g+Dq6mpWrlxJZqaYWfnee+/p+wwFy5Lbb7+dc889d1imWr1nzeDE978mdFLf0SSzNSLmJILY+yHm7GY7JotEZloAp9PO7NlJhEIhPC3NjJAl6Mcx+mJUyihed1toC1unFIYjRXv27MFmE2F0m018afsTmbPZog2OhVnw6tWrAZgxY4Z+TL4W0QOSk/nIKlJC8/PnI0tDe2DzyJSRfLrrU8oyLUxoAcJNENOmTeOTTz6JEXNATBNENDk5CaSmOmho6GDjxhoKC5MP0jswGKp4vUH++c81AFx00UR97mp/2R9rkvLy5pho3N69LUyaNDS9UYczmz55ixa/uMmeOWc0I8cJYa8Cu7fv6WXPTsdZu0X/efaxcwd1jQeKxYsX8/bbb8e9X9xi7j//+Y/+8wcffNDl+cbGRrZt2xbz2P6k2A4W999/P263u+8NhyALrn+QD8/4kO/OvKrPbS0OG5MnSni9kJfpwe5O6nMfu9mObJJx2Hzc8KMMxk4cQXl5Oe1NzbgkIHFg0x+iGZUyClWW2JWsMj4IheFZoX6/X58bqlnC9acBwmYTQs5isehp2lWrVgHCX04nnGJV5h3F8krx81Cul9MYmSyitJuS/ZyJrUsTRFlZGW1tbbqPX2pqqm4oHAgEdE86SZKYMiWTJUt2s2lTDeecM66bVzMwiPDyy8XU13uw2cxcc82suPffn3FeWopVw4jMHZ5s+fJr6hpmIgEnnjSV3Lw0JISYq9xb3+/j7NpRAyQhSyojRqQfoNUOLgsXLuToo4/m73//e1z7DahmTlGUuP5E2xkYHHwmZUzix/N/jNvWt1i1ORxMHKtw9RUW3E4vtn4IMZvZhmyRCPgDSAiRpCgKHc1NJMgS0iCJOYC9aWJGa1Z9vR49i3Slim17EnN+fwivV0T2zGbhuaeNA2tpaaE0HJ3SU6yhECxfDkD5pHza/KKTdV7+vP1+P4ca3Z4kKTyjdedOCIWYOHEiZrMZVVUpLi7Wt++tbk5LtUanrwwMuqOtzc/TT68D4PLLp5CWFn9HeKQBIv4068aNsY06RmnA4cmOXUGCIQCV2bNHkJRkB0SHfUNdzz6inamqFts6baEu5tPDjbjfXW+drIO5j8GhwWp3EAx3LKpBP2ZX/9KsskUmGPCjqOILFwgE8La145LA5E7e73WlOdJItCVSkS5misrl5RQUFADovnAWi3jtnsScVi8nto0Vc2vWrEFVVWw2G5MmTRIbFRdDuK7uyzwhAsekjiHVkbrf7+dQU5hcKGa0ah3Cfj/s3o3VatXHpXWum+tpTqsm5kpK6nWxbGDQHc8/v5GWFh8ul5XvfGf6gI6hReb8/hCBQHyD17XInNstbgSNyNzhh6qqVLclA5DgVElPdyFJEnarOL83NvU/ItsY1uou+/A3NY9bzA3E/2Qg+xxshqvPXLxYXS5CwfAFORDA4uifmJOsMkG/X/cn87S1garilCXMgyDmJEnSJ0H4Qj4oK6MwLOYqKioAUTOnqmqPYk5LsQKYzeI9arNdtXq56dOn6ylEwjYlTJzIV22i9uKovKP2+70cDtjNdnIScmhOMNOWEJkEAegWJdHmwdCz39zkyRlIkjAP3rq17gCv3GCo4vEEeO45cYPwne9M0wVVvGiROe2YfVFT005TkxePJ8D27aKB59RTRWR6zx5DzB1uVFZtpyEo6hhHFkbcFOxWIdzbejbT6EJrh6gkS3DGJ/oPJQfMZ661tZUVK1awYsUKysKDxqOf+8UvfsG8efOYOnUq3/3ud/VU1VBjuPrMxYs9wRmJzAUCmJx9d6IKMScR8PtRVBVVVWlubkZFJVmWsCTFV+DcE6NSRlGRHp7R2tpKYbqogdA+l3a7qVcxp0XmzGaZUEj8rEXmNDEXUy8X9pcLHDWX9dXCsmRu7tAoou0PWqq1Mjss2DvVzW3atKlb8+DW1laCwUgEzuWyMnJkcngfI9Vq0D0ffbQTjyeAw2HhssumDPg4mjUJ9F0319jYwTe+8RLnnfcC//nPOn3yw+mnjwagrs5jRJMPMzZ8/AbNXpEFmDMv0oHqsIlzUbu3/zGoNq+4YXC7+p5+dLhwwHzmnn32WY4++miOO+44nnzySf1xRVE444wzePDBB1m1ahU1NTU888wzzJs3r4voMxg62FyJemROCgawOvuus5MlGZPNTNDvR1VVgsGgiMwBqTJYkwfH32dUyiiqU6x0KOIEXhRuXNi5cycmkwmHQ0ZRlB5P8Fona2KiVRcjLpcrpl5OF3MNDbB5MwDbxqfhD/mRJZlZOfEXbB+uaE0Q29PDp4GosV4g6gijPSI1c2VNrEejjV0yxJxBT7z55lYATjttlJ4qHQjR+/ZVN1dSUo/PF8TjCehjw8aMSWXs2EipxL59RnTuUKOqKhurN9Lia2HTF8upb5SQgJNOjaTinWEx1+Hv30ivjo5W3TA4K3v/HRUOd/oUc1988QXHHXcce/fu5be//a3++Msvv8yyZcvIz89n27ZtVFdXU1VVxbRp07jvvvsO6KIPBEaaVWBzuQgGhRiSAgEszv59CUw2q4joqaLD1NPWhqqqJFplnK7kQVlbUXIRIZPEniQVFSgMR41qa2vDI7lMKIrSZ5o1ISHSxO1wOPR6ObvdzsSJE8UT4cYHEhL4wi3SipMzJ+Oy7r9n3uGCNtZrU1LYqiEcmcvOziY9HPWMTrWaTCa947unJojO3YIGBgC7dzfpU0LOO2/8fh3L4TDrDgl9pVm7q4mbNi0Lt9tGYqK40Bup1kPPki//y9YLT+KZ786itLSdkAKoKjNnRsykXU7RXNff+ayfLPovja1C+J94ytApjzlgadaNGzfy+OOPd+lIfeqpp5AkiTvvvJMxY0QoNCMjg7/97W98+umncS/kUGOkWQX2hEQ84XFswdYWrK7+2bWYHVYCfj+g6mLOLUsEHPs3lzWaouQiAPakWggqAQrb2/Xn/H4/drvcR82cEC1Op/jYOxwOTCZT9/Vy2givo45ieZWwLBlOKVaIRObWuttF40p9PTQ0xJgHd66b08yDexJz1dVt1NXFUdRicETw5pvCrqqwMFkfATdQJEnSU619pVk1MTd7dg7HH1+AySRz6qmjkCSJ/Hx3zDYGh46tzzzPv6oS+OzDGirbRL1cklsJd7EKEhPEaCJvoJ9i7t21KCpIqJx3yUmDv+gDxAFLszY2NjJhwoSYx5qbm/nss8+wWCxccsklMc9NmTKli0u8wdDB7HSx4n9v89miV6jbsBabs3+2IiaHjYBfiCWfz4entZUUE3hsgyfmshOysZgsVKRb8Yf8uCoq9AhSW1ubHpkLBEL4/V0LXrWaOYdDfOy1ejlthNfMmTPFhqqqmwV3zJ3J5lqRbh12Yi4cmatMs+GVwjUlnVKt3ZkHgzgHRNfTjR6dqg9ILy42onMGEYJBhXfeEVHf888fPyi+o1oTRF9TIPbtE93oY8em8fDDZ7BkydXMmZMLwIgRQswZ9iSHnt0tJjLnXEvON36Kx1EEwOii2CxIcooQdr5g/+xxd4QrRFIT/bjdA58NPlToU8xpLvnRvPnmmwQCARYsWNCt0a7dPjQG2hp0xeJIINTWyvb16zATwm7tnw+U2WUn6A+AGo7MtbaSIkOHXR40MSdLMiPcI6hMs4mxXmVlFIZntDY0NGC3m3SB0d1JXkuzah9Pp9NJIBDQ6+UmT54snigrEzVzwPpCG4qqYDVZmZ49MCuFw5UEawKZrkxCJommnGTxYKeO1h07dsTMYtbEXCgU0sehAciyxPjxojZyyxajo9UgwpIlu2lo6ECWJc4+e+ygHFOrm/N4AjQ3e/npTxfz7rtdm++0qFtenrgptdkiQsCIzB0+lFZn8flXId58T6ZkpwVJkph/YmyTTEaG+D/0Bcx4ve3dHUZHVVWqW0UTxYicI2NmdJ9iLjs7m+Va/VCYv/3tb0iS1CUqB2Lw+VCcpGDUzAnMdifW8I2zySRjN/dPmJuddoKByFSG9pZmUmVpUCNzgD4g3h/yQ20thdli0HtVVRUOh0m/+ehezInIoeZH53K5KC0tJRDu3tX95cKTIMjNZWloFwDTs6ZjNQ28aPtwRUtd780Oi/awsJ04cSImkyk8y3KTvr3VatUjmp1TrdpYpM2baw/sog2GDIqi8thj4vu0YEHRgEyCuyPaOPjDD3fy+ee79dfRUFVVF2qacIsmIuZauzxncHBp7hDXGUlVsNntWG02Tj55asw2ufni/OL1yVTu2tblGNGUrP+K2hYR2Zt71IgDsOIDxwGrmbv88su59NJLefrpp/nf//7HZZddxqpVq8jKyuLyyy+P2dbv93PbbbfpKZqhhFEzJzA7XFjCaRCTWcJm6p8XlOxwoITHagUCAdqbm0kxSXTYZFyWwWsaKEgqoDLNJsQcMCIcZtu3b5/ezQq9izlr2HzS6XSyOdyxmpeXp5vi6mJuzhxW7FsBwNy84ZVi1dDsSUrTwgo+HJmz2Wy6eXB/6+YmTBAp761b67qN6BscebzzTgk7dzYiyxI/+tGcvnfoJ9E1c1o3anV1O6FQJPWvecsB5OX1LOYqK1sJBoeOdcVwxBMQ5/FR+UGuvHIu3//+McyZkx+zzahxRQCEFNi5pXcx99Zzb+Lzi3PaZVefN/gLPoAcsJq5G2+8kezsbL73ve9x3nnn8fLLL+NyuXjqqadwOCJ56Msuu4wxY8bw6quvcuaZZ8a9kL6oq6vjsssuY+TIkb1up6oqTz31FCeeeCInn3wyM2fO5Ic//GGXC49B91gcrkhkzixhM/fT2NPuQPL79DRr0OclTYZ2++BG5gqTCvFZZaoTxSKzwhYje/fuxWyWsVjkHjtam5u9KIqCyyUKaaPFnJ5iVRRdzLVOHc/2hu3A8KuX09CaINa7w6nUsjIxDQL61QQRLdq0yFxDQwe1tUYTxJGOzxfUo2XnnjuOkSMHx28SICFBm8/qp6JCRNZCISXmc6fVy0EkzRqNVjOnKCqVlUZ07lDhD3jpCIjrzNjRTn7zmwXceutxyHJsbeW4KZEu6F3b9/R6zPUbmwBw2oKMHZ87uAs+TOmzktBut/PVV1/x5ptvUlJSQlZWFmeffXaX7tbzzjtPF3Hnn3/+oC5y06ZN3HDDDUyePLnPO/729nZuvPFG1qxZw7hx4/B4PJx88slcc801vPrqq4O6ruGI2eFCSybKZhmz3L9iU8lup3HXThpqaqhoakYNhUg1SVTb5EG18xiRJELm5W6F2W0q2WHhUV1dHbYXkVHV7iNzTU0RMSfLMna7XZ8/qqdYt2+HcDfv6jwJasFldTEpY9KgvYfDCa0JYqWrGQUJORSCXbtg3DimTp3KSy+9xMaNG1FVVS9c18Sc3++no6NDT7sWFCThdFrweAJs3lxLZubwsXExiJ+XXy6mpqYdq9XED36w/1E5j8fDvn37qKyspKmpNvxYgIqKNn2biopWssOeYlqKNSPDFVMrp5Ge7sRmM+PzBdm7t4URI5L2e40G8VNVvo2OgLjqFBRl9Lhdbm7EG7Bib+9NlvsaxLknN90/KA03Q4F+XalNJhMXXnhhr9t861vfGpQFdUd6ejqLFy/mhRde4H//+1+v21osFu666y7GjRsHiOjLFVdcwW233RZzQerM7bffzrnnnnvEp1pt9gQ9Mme2mvq9n+RwgMfDoscexT5hshBzZok9Tlu/BWF/KEwSDQ/VyRYCzQGywubEgUCAYDCIw2Givb2rPYmiqLS2+sNizozT6cTr9eoG113q5QoK+Mor6sdm58zGJPf/dzGU0CJzrQ6ZjpQEXI1tItU6bpzeBNHc3MyePXv0WbhOpxOr1Yrf76epqUkXc1oTxNq1VWzZUsuCBUWH5D0ZHHqam738+9/rALjssin7JexDoRClpaXs2ROJxqiqMChvbw/okTkgHGHLAYiql+u+I1+SJLKzE9i9u4nq6t4L6g0OHGWb1uLxiIvOhCljetzOajVjNSv4gzJ1tREB/9gtF9C6Zx/ff/JdktwZtLbUU9cmoq4Txg69G8rFixfz9ttvx71f3LNZDwXZ2dnYbP1L99lsNn72s5/FPObxeMjMzOxVoRs1cwKr2cZ8l5l0GSbGUawsO5zYJVHACkAoRIpJQnENTsGzRqojFafFSXWKaIJIb2hAluXwS4b0JojOYq6lxYcaHjXmcpmw2+1s3boVRVGQZTliv7Nypfh7zhxWVIh6uTm5g1frc7iR4kgh2Z4MQH1eOA0WrpvLyckhNVXcDUenWiVJ6rFubuJEcWdtdLQe2Tz++GpaW30kJ9v57ndnDPg4Ho+HVatW6UJOuw5onpK1te0xM5crKyMXea2WrrvmB43sbHGxr6pq63EbgwNLafFOtFLHSdPH9bqt3SYsp+rrOgCoKN/G22vH8r+Ks3jw8gvwB308cO23aWoVAYSzLzzhwC38AHHAauaGOqqq8uqrr3Lrrbce6qUMCWxmGyclW3g0005uav+FmEmrtVNEGtyCSqIEauLgjlGRJInC5EKqUyz4Qz5M+/bpXnOBQKBH42DthK8oKi6XGYvFotfLFRUViehSKARr1gBQP2kk+1r2AXBU3tBxDx8IWhNEeVa4cznc0RptHtyT31xXMSf+L7ZsMZogjlTKyhp59VXx3frBD2brkxbiRVVV1qxZQ0tLC5IkMXbsWI455hhAzGEGKC2NTbdFR+kitiS9iTlxfjLE3KGjfFe9/nNhYXqv2ya7RI10XYs4V336+ttsKE1kx24TH1Sewq9OPYbFJbMBsFkUTj/n2AO06sOPYS/m/vznP1NQUMCPfvSjQ72UIYHVZCVgEhFMpZ/RUADZ6cQuSUjhC3iaJCFJElJC/0yH46HAXUBNODJHUxPZYTHn9Xp7jMxpnayqquB0mrBarXq9nN78sG0bhKdKrMgWd4ApjhRd7AxXNHuSkpSw+CopEcbJRPzmemqCaG9vx++P/K61JojGxg4jdXWE8vDDX6MoKqNGpXDhhRMHfJy2tjY6OkQEZvbs2RQVFWEymZAkqcebtuhGBq0BovfInCHmDjW1teJG22IK9TmzNydTSJZmX4IQ+yt36s9V1ph5a9/5VNZakFD5wwPnYLUOXonP4c6wfqcvvvgin3zyCa+88kqfRZC333471vDg9oULFx6xKVeryYrfIgMhsPbfV83siNTaoShkhNOtoZTkQV9jYXIhn6VY8YXtSbIdDjYgUjI9iTlt+oPTacJkkrBarXpkTq+XW7cu/AKFfOURQ8Hn5s5Flob3PY8mVte6w+KruRlqayEzU4/Mbd++HY/Ho9fHJSYmIsuic7i5uZmMDCHiRoyINEFs2VKrXywNjgw2b65l6VKREv3JT+ZjMg38u6NFfR0OBykpogRAkiTMZjN2u6nbyK+WZvX5gtTUiM9zd52sGoaYO/Q0tYgLh8vedWpPZ8ZPzGb5pkaaPQ6q9pZSvk/sY5IUFFXGI7Q/P/vp0Vx08dAqj1m8eLHudRt9g9xfhq2Ye+mll3j22WdZtGgRNpuN0tJSCgoKeqy9u//++4ek2fFgI0syQbM4Aav2/kfmTA4XNglUVPD7STULQahm9B42HwgFSQX4rDL1dpUiIMskUi5tbW3Y7Sm9plmdTrFtKBRi7969QFRkLizm1OnTWVWxFBje9XIaWhPEakstqs2K5POLVGtmJhMnTtRF2+bNm5kzR/w+ZFkmKSmJxsZGmpqadDEnyxITJqSzZk0lW7bUcdJJvVsJGQwvPvlENBSNG5fG0Ufvn1lrY2MjEIkCawgxJ8eIucREG62tPqqq2lAUNSbd2p/IXHV1O4qidrHDMDjwtHYIz8AEZ99i7qTT5/PMK+/R2i6z9P33qGsT9mij8zs45qT5PP9CMd/5zjRu+snpB3TNB4LoIFJLSwt///vf49p/WIQcHnnkkRgD45deeolHH32Up59+mkAgQFtbG3fffTeVlZWHcJVDh5AlrPHjGMtmdiZglyRQEWJOllAlkNIOjJgD2OeGkKqQFT6pNzc343B0b02ipVm1uax1dZEC/ZEjR4q0YljM1Y/Lp84jnj8ixFzYnsSvBvGMEJ2AWhOEw+HQO8Pjr5szJkEcaXz22S4ATj55/0S8qqr656qzmLNYLF0ic7NmiUkwwaBCXZ1Hr5dzOi0kJ3c9j3m9wqZIE3OBQIjGxo79WrPBwGj3i6CB29V3je3846fpJSCrl22jySP+/wryrNx7/zfYsu2X/ObuoWUSPFgcEDE32BMgOjo6WLBgAb///e+pqqpiwYIF/O1vf9OfLy8vZ+tWkRarqqriiiuuYMmSJWRmZpKYmEhiYiL//e9/B3VNwxldzFn7H5mzuBIjaVa/n1QZWlxmXM7B927SxJzW0ZrlE0KtsbERh8ME9JxmdTjEImtqxDD4rKwsYX69b58+j3VtljhZpDpSGeEeWqNgBkKGMwOnRaRPa/KSxYOlkTmXfdXNtbS0EApF7qq1ujmjCeLIYteuJnbtagLgpJOK4t5fVVV9tJ7X68UX/l73JzI3c2aOXkpTWdkaM8arc4lNU1MTX3zxBevXrycrK1IGYKRaDw0d4ekPqSl9JwoTEmwkOkUTxI4dHpraRCnQrLnC0sQah53WcGNAadaqqioWL15MZWVlt7nd3bt37/fConE4HHz22Wc9Pv/ggw/qP2dnZxMMTwWIB8NnLkKb2w4040/tvxCzuBKxR6VZU0wSjYmDO/1BI8GaQKojlZrkWvy7/brXXEtLC8nJUo9pVlVVSUgQH/mKigoACguFbx3r14u/U1JYJon068zsmUeE4aQkSYxKGcWmmk3syrQyEvTIHMCUKVN4+eWXu5gHa+PPFEWhtbVVv+hq9iRNTV6qqtrIyRn8JhiDw49PPxUp1vx8N6NGxTftQVVVNmzYQG1tLdOnT9fP4RaLBZcr1iusu5q5goIkMjKc1NS0U1HRys6djfpaOqPdyDU0NGCxyKSmOmho6KCqqo3JkzO7bG9w4PAHvHjChsHZ2f07T6S6A7R2WChvySYYvoc868LTDtQSDzoD9ZmLW8wtXryYb3zjG3i93h63GYoXQKNmLsK754xj+QiJ1OMm93sfqyMBq/b/7veT4oDGBPMBEXMA+e58alLKCIQCZIdra/x+P1YrPXazCo858ZHXbjg0I1xdzE2fzpqqtQDMzJl5QNZ+OKKJuS0pQU4CKC8Hnw9sNj0y19TUxN69exkxQkQrLRYLCQkJtLW10dTUpIu5/Hx3VBNEnSHmjhA++0x8p046qSjua0BFRYUusrZu3ap/lpKTk7scKxKZizyWm5tIbm4iNTXt7N3boq9l9uycLq+l1eIpioLX6yU7O0EXc0ci69ZV0dLi47jjCg56zeCe0g10+MQ5uWhU1/+r7sjJlNldDZX1IptgNYcYNaZ/+w4FFi5cyNFHH33ga+ZuvfVWTjvtND766CO2bdtGWVlZzJ+dO3eSlpYW72ENDiPaM5L4dFYKFlf/L8I2iwOLJSLmkmWVxsQDJ+ZyE3OpTrEQUPwkNzZiMZvx+/2YzWqP3ayaYbAkSezatQuIisyF6+VaJ4xib0skMnekoNmTrEkIF44rCuzYAUBeXp7eTdhTqlW7QIJogjDq5o4samraKS4WYizeppeOjg62bYsMTvd6vVRVVQHon7totMicKNAV5OYmkpMjzjXvvrudxsYOJEnilFNibYUCgQCtrZHmiPb29iO6o7W8vJmrr17E9de/xVVXLWLz5oP7fd22dh1ekU1n8oz+jUwcP0FETzWj4dTEI2dkV2/ELebKy8t55ZVXOPnkkxk7diyFhYUxf4qKirjtttsOxFoNDhI2ky3m7/5gN9uRw12whEJhMWfBZTkw41TyEvPCNXMBZCAzMZFAIIDFoqCqKn5/iEAgUsfV3OwLGwabMJvNemSusLBQzGLdKfyKNuWImguX1cXYtLEHZO2HI5o9yVbvXtTc2CaIaPPgnsRcc3NzTNrLmARxZKE1PqSmOpgypf+pSlVVKS4uJhQKYbfbIzdXYTrXy4EQc+LGUXzekpLsOJ0WPQK8Z08zADNnZpOeHmt83vlzeqSLuSeeWElLSwutra0sXbqdiy/+Lx99tP2gvX7p5jL958kz+ne+Pen0o2P+nZnWdxfskUDcYm7ChAkoitLrNpdddtmAF3SouP3223WPlyMdq0nUMNjM8Yk5czgyl2SSMakhGhPN+qiowSbPnUer00SbWXyRsxwO/H4/JlNIP1lHR+daW0Wa1ek0o6qqXlxdWFgIWpem1cpXLuFGPj1r+rD3l4tGsyfxBr20F+aJB6Pq5vqaBBEIBPB4PPrjRhPEkcXXX4to9gknFMaVqquoqNCjupMmTWL06NG6l6HJZCIxsWt2wGKx6MbBIKJy0X9rnH766C77NjTEToyIFXNHlsl1Q0MHr722gaA/wIwpKi5HgNaWVl58/vODtoaKvSJKKqGSldW/MqdjFsxEiorKjioaXuVRixcv5vbbb497v7ivVr/73e+4+eabu9gRRDN37ty4F3KoMWazRjhl5CmkOlI5ZsQx/d7HZrYxxm1hhlXm6pQUVBUaEs1kuDIOyBpzE3NBktjrFvfn2XqaVdxoaEO4Nfz+EKqqYLVKuqu8xWIhJycnUi83eTKr60XkaVbOrAOy7sOVnMQcXbxX54ZPjt10tJaWluq/PwC73a6bbTc3N+uPT5iQHn7MGzMv02D4oSgq69aJtOicObn93i8QCLB9u4gC5ebmkpaWhslk0r0Ns7Oz9bnL0ZjNosbKZtPEnBBjWpoVRKq/O3sU7bplCntTHsmRuRde2EB7WwcOh0pC07ukOWtQVZUdm3cctDXU1IlztNMe7PdNgMNhxe2KNDket2DGgVjaIWOgs1njboC45557KC8vJycnh9GjR5Oent7lC9f57sdgaHH51Mu5bMplcdUh2M12THYTt6dayXc72NsCjYkWMpwHRszlJYroUVWyhUBtgCxFIRAIYDJFQu7RkTkh5lRMJom2cPfriBEjxGc3nDrsmDSO7Q0vA0dWvRwIs+ii5CK21W2jLN3MaBBiTlVBkmLMg7ds2cKsWULsSpJEUlIStbW1NDc3k5srLub5+W4SEqy0tfnZurWuS9TEYPiwa1cTLS0i0j1jRna/99uxY0f4BszM2LGRFFtqaioLFizQBVdnLBZhMmu1yvj9kYhcdKPNnDm5pKY6YvYLBoO0tAjLkuzsbPbt2xcWc0WAGEHn8wWx2Yatl75OR0eA555bi6IoTJ+sMrZkK20JY4F02jwHL5Le0i6uMQn9mP4QTWqin+Z28TlYeP5Jg76uoUjckbklS5YQCoXIzs6mvb2d3bt3d2mCiPacMhiaxFtQajfb8YfTrH5FiCh/ahIOi6O33QZMVkIWJtlETYqVQChAlt+P3+9HVYOYzV3tSTQxZ7HI+t15QUGBECthj8LtWRZUVcVqsjIxY+AzJYcqWqq1ODn8e2trg7DRttPpZMwY4eXUU6o1OjKnTYIADnpRtcHBRYvKZWcn9Ht8W2trqz6BZcyYMXp0V6MnIQeRyFxGhriYa/WZ2dkJ+nnrtNNEDahmebJx40aqqqp0a528PHEzGAgESE2NvPaRMk/46afXUVvTjNmskhBaz+hvnkpimojMd/gOnldbq1f8H7oc8WmGghGiFjvBESQ55cDUZQ814r4FycjIoKysrNdtcnKGXpuw4TO3f9jNdnzhBohAyE/AIpGYduA+B7Ikk5OQQ11SHYGwcbDf7ycQCOgeVJqYUxSVYFA0RpjNkj79oaCgQJgFhyN1a5I80AaTMibpdYNHEloTxAZzPTid4PGI6Fw42jZt2jRKSkq6iDnNb66trY1gMKhfbCdNymDVqgqjo3WYs3atEPzxROVKSkpQVZXExETy8/Pjej3t83XFFflkZk5i/nxhL2S1mvj+92dRWtrAGWeIG4/m5maqq6sB9A5Zt9tNQoIQfqqqYrWGsFpN+P0hqqraKCgYfKPzw4klS3bz+OOrCAaDzJlhIrH4ayY+8BzLt70KHFwx5/EJAZkUp+nBz37zXYq/8zwXXjRj8Bd1iBmoz1zckbkHHnigz22efvrpuBdyqDFq5vYPi2whYBUfJ3/IT0OihQzXgTXgzE3MpSHRjD8UILtd3FH7/X7dHV4Tc8FgpI7ObJb0k3pRUZEelcPtZrkqBoRPzRzcCSZDBc2eZGfLLtTR4eLxbpogNPNgDbfbrV8YtTQWROrmjCaI4c26dUIszZzZPzFXX1+vl+KMGzcu7iyAJuZcLjOzZmXF1Fpde+1sHnjgNBwOEfGJbsrRSElJwWQyickv4W2OlLq5Xbua+NWvPqajw0NeLozMLic7JcD08SeQkS5+H/6gCZ8vfuP9eFFVFU9AiLn09PhunmfMGMHaDbdx52+G3+iugdbMxS3mvv3tb/drMQZHFpIkEbKKE6g/5KcxwUzmARZz+e58GtzCay7D6wVFwe/3Y7PFplm1E5Mm5rQ79YKCAtiyRTw3fjybaosBmJp1ZIo5LTLX6mvFUxTuaI1qgtDEXGNjI/v27dMfj+46jG6M0rzmWlp8RhPEMKW6uo3KStGR2J/InKqqlIY/U2lpaaSmpsb9mpqYA/qc9tMevslLSUlh7NixZGRk6KbX2mSJI6UJQlVV7rjjExoaWnE6Fc48RWHL+29TcP6pmGUzeUWR+uZ9ew+8pVBD7V48fiHiCooOTG31kcSAvReWLl3KzTffzDnnnMM555zDzTffzNKlSwdzbQZDjJBNfDEDoSCNB7CTVSM3MZfGcGQu0WSCYLDbyFwgEInMKUpQ78YsLCzUxVxdQTqegLiLP1Ijc/nufEyySLFUasXkUZG5ESNG6CauPaVao+vm8vLcuFziM7F1q+E3N1wIBhXefHMr27c36PVybreNkSP7HuFVXV2tm/ZqNZjxEo+Y0yJzCQkJFBUVMWPGDOx2MQtUs0CJFnM7dgzf5r1166rYuLESn8/HwtMl1n7yDkd76im64DsAjJ0UMVguXrf5gK9n47Iv8XhEVHX6nP4ZBhv0zIDE3HXXXcfxxx/PX//6V959913effdd/vrXv3L88cfzwx/+cLDXeFAwfOb2H9UWCZU3uA9cJ6tGXmIerQ4THQQxSRJOkwm/34/FIvoaPB7R9u73i+JakeoL4vV6SUxMJDkpSU+zbssQJ5XshOwDLkIPV8yymcIkYdq6Iz18ati7V9TOIaKvmkXJes3OJUy0mNNSqrIsMX68mAZjiLnhwz/+sZJ7713Ct7/9Ok8/LT4H06dn9WktoaoqO8JTRbKzswc8PlGSJF3QaWKupzS+JuY6z3cFIfBAiDlt7Ncnn+watg07L720KTy+TKWjagPqhtWMnJXO3ImnADB2ynS0U/j2LQfenmT9ymLdLe6oY48sK6jeOGg+c3/5y1949tlnufnmm/nkk0/YsmULW7Zs4ZNPPuHmm2/m+eef5y9/+UvcCznUGDVz+49qi5gMNx2ENGueOw9VlqhzgaIqJOpecwCqnl7VOlkBQqEAPp+PgoICpKoqMf0BWOkW6ZUjNSqnoXW0bnR3gFbLtD3iCD99+nSgZzHX2TxYq5szxNzwoLKylRde2ARAIBCitFSYbPcnxVpbW4vH40GSJEaP7mroGw+amAsEArS3t7NkyRJKoqLIEK7JCn8WtShcNJrA83q9nHbaSCZNykBVVR544CsUZXjVeDY0dPDhh9vx+/1Mmaiy6u03+WGalervXaI3e2Xmj8ZuFefMfXsOvKDdXSbMok2SQm5e31HdI4WDVjP3xBNP8Oabb/KnP/2JBQsWMH78eMaPH8+CBQv405/+xFtvvcU///nPuBdiMPRR7RExdzDSrJrXXEOimYASwC3LYa859JFeIMRcZGpJCK/XS1ZWVqT5weViqSLGex2p9XIaI1OEmCvp2Avh2iL990TEPHjHjh26Xx+Aw+HQ7SW6a4LYutVoghgOPProSvz+EDk5iSxcGBFks2f3bRZcXl4OCEeE7sRVPERH5mpra/H7/VSGbXQ0vF6v/r3v7vWiH/N6O7jttmORJIlNm2p4++1tXbYfyrzxxlY8Hi82q4LNv4WLTV5WnTaCK8+JRIBMJjN2ixBztbUH3qKlula8VqIzaMxWHQTiFnN1dXWcfPLJPT6/YMECwzT4SMVm139sSDzwkTm3zY3T4qQh0SLq5iA80ovwyK6ImNOEhKoGCYVCwhstLFL8Y0dR1hIWc0d4ZE5rgtjRuAN1/HjxYJSYmzRpEmazGIm2adMm/XHNPBhimyA0MdfQ0EFdXdfOQoOhw5Yttbz3nojS3nDDXH7725O5556TuPXWY5k8ufcbt5aWFn1sV0FBwX6vRTMOjo4Ea9ZEGlrzgyzLep1c52NoNyAej4fJkzM5/3zxmf/rX1fE+FQOZRRF5dVXi/H7/UydLLFn3WpGFrkYe9PdXW647WbxnpuaAt0dalBpbBP/h4nOA/9aRwJxizlZlnsVa/X19UNSZRs1c4OAI3LCbE60kuqIv1MtHiRJCne0mgmE/CSGGyBMJjUmMhcIRMRcIOAFhMu81vywL0/U7lhMFsanjz+gaz7cGZMa9ufyNtM2Kuz/tS0SpbBarUycKAyV+9MEUVSUrDvqG6nWoc0jj6wAhH/gaaeNRpIkzjprLJdcMrnPc74WlXO73brJ9P4QHZmLHi8XneKPTrH2tD7NnkQ7xg03HEVCgpXmZi/PPLO+232GGl9/vZe9e5tQlBDjijrIKS9lxeXHcNHUS7psa7cKYdV6ELyTW70ik5PsNiL20Ry0mrnTTz+db37zmzF35RqbNm3i0ksv5Ywzzoh7IYcao2ZuEIi6+zVnZh+UQfWio9WCXwmQGAjg9/uR5a5pVm36g3bSTk1J0SNOW9LEyWRC+oQj0iw4msKkQiwmcce8Kzv8/7ljB0RFPLRU67p162L21S7SmnkwxDZBbNtWfwBXbnAg2bKllhUrhB3NDTcc1e85mgA+n0/3diwoKBiUm/14xVxPaM9p2yYn27nqKlEX+vzzG6mvH/rR5I8+2onf7yc/F6p3rmdqqplvXnZPt+dnV1jMeXwH/tzd5hPnl6x0ywF/raHEQauZu++++ygtLWX69OkUFBQwb9485s2bR0FBAdOnT6e0tJT77rsv7oUYDAPC3WHNCWZSk7IOykvmJeZRH47MucNTIGRZDadZYxsgoueyJssyhNM+K9yixutIT7ECmGSTnmotTgnbPgSDsHOnvo3WBLFp06aoWkRITEzs1TzYiMwNXZ57TkRhJ03KYO7cvuvjoikrK0NVVWw2m6hVHQQ0Mef3+/F6vfrj0WJOS7N218mq0TkyB3D55VNJT3fi9QZ54ok1g7LeQ0UwqPDxxzsIBAKMHSOxd91qpNm5TM+Z0e32CU7xffZ4D+wUiNbmOtq94sZ55Ogj0z1gsIlbzOXm5rJq1SquuuoqWlpaWLlyJStXrqS1tZXvfve7rFixYkiO8zLYf2qmjuLzGck8d1oWmc4DWy+nkZ2QTWOihYASJMHr1dOsQDeROUlPAaaGLwCqycTXiBmRE9InHJQ1H+6MSRGp1s2BfZAd7lLspgnC4/GwParT1Ww263YP0alWQ8wNbSorW/nwQyHmr7xyWlyRtba2Nn0G68iRI5HlwYn4aGKura0tprFGE3DQv8hcd2LObjdz7bXCKmPRoq3s2dPc7b5DgdWrK2hoaEdRQmQk1DKuqRbLKaf0mDVJcgsR1+HvedLn+mX/Y+niZ/eroWnNF5/T4ROfo2mzj7w52AeCAX2zsrKy+Pe//01jYyNVVVVUVlbS0NDAE088MWh3Xgcbo2Zu/zG7Enny7ByWT3IfNK+2TFcmDYlmgqEAbpMJf0dHVGROq5lT9MicdtJOCRuX+rPSqfM3AYaY0xibNhaA7Q3bYUL4dxJVN5eenk5ueF5rb35zGlqataqqjaYmLwZDixde2ISiqOTmJnLKKSP7vZ+qqvoMVpfLpQ+3Hwy0BohoEQYRARcKhfSIXX/EnM/ni4kyn3/+BAoKkgiFFP71r6EbndNSrHk5ULljI7PdZsac2rVWTiM9PNLL55cJBkNdnq+rKuenP/mQn/5qK1eddCkfv/SPAa1r3fJImdYxC+YP6BjDlYNWMxeNJElkZmaSlZUVc7f21Vdf7c9hDwlGzdz+YzdHauYOtGGw/jquDJoTzAQI4TLJBDweZFmJSbP6fMGwmEM/waeEm3jqMkUkyWa26Ya5RzpjU4WYK2sqIzRO/BwdmYNIqrVzE4RWN9fU1KTfuY8alYLZLE4127YZ0bmhREuLj9dfF//3V1wxFZOp/5eM+vp66utFneT48eMHJSq3Y8cObrrpph4HkXs8nhh/Oeg9zaoJPVVVY4Sh2Szz/e/PBuC997azc2fjfq/9YBMKKXz00Q6CwSBjRkvUbd1MYFoKRxUe0+M+uSNE05qKRHVVU5fnX3vqRbbtTWVvlY1Pt0/hlnuq+P6pF7BhzQdxra1spzgPWEwKGZkDM48erhy0mrn+cPHFFx+Iwxoc5kSLuQNtSxL9Ooos0ZRgximp+D0eZFmICE3MRSJz4g5ckiSS68TJpDxZ3ISMTR2rj7I60tE6WgOhANX5yeLBkhKIilz0xzxYuzhaLCbGjBEXCSPVOrR4882tdHQEcLttnHtu/zu9Q6EQ28LR3PT0dNLS0vZrHaFQiH//+99ceeWVLF26lE8++SQmkqal90OhEH6/XxdzFotFj+J1h9Vq1UVm5yjf6aePZtSoFFRV5Z//XL1f6z8UrFlTSV1dG0ooRE5KI2OaavEdd3TMebozYyZGIq+b1nYd6bViuehKliQVVJWGZhOLt83izptf5fbjxvLrBaP50+VzaWnt/XteXSuifonOwJB0vzgc6TkxHubuu++mqamJhx9+GKBXjzkNw2fuyMRmipgGH6w0a7ozHUmSaEi0kOZT8be362LO642M84oWc0lJSchhq4QSpziBj087si1Jokl1pJLiSKGxo5Ft6RK5AF4v7N4NI8XJXqubq6iooK6ujvR0URfncDiwWCwEAgGam5v1yMeECels3VpniLkhRCik8PLL4oJ+wQUTcDr733W4a9cuPB4Psiwzbty4/VqHz+fjtttu48svv9Qf8/v9hEIhXYilpqbS3t6uR+X60/wAIrvkcDhob2/vIuZkWeKHP5zDrbd+yEcf7aSkpJ5x4/ZPlB5MPv64jEAgQE4OVJdt4gSXidTTv9nrPhNnzMBsKiUYgpLiEhaee3zM8+VVQjIUZrbz6NM3cc1V/6aiBtbszGd36ndwOiChKoDt7l9wwx+f6PF1GlvFcRIdhsfcYNFnZO7xxx/nySef1M0YlyxZQllZWa9/QqGuufbDHaNmbv85FJE5s2wm1ZFKY6IZJwqB9na0OdydTYNlWSUUCglbknBR9lq7SJ8Y9XIRJEnSU62b1RpIDfsFRtXNjRkzRhdq0alWSZJiUq0akSYIw55kqPD557uprGxFliUuuWRyv/drb29n165dABQVFfUpqPo61o033qgLuW9961tARMxpuFwuvf7N4/FQF468axG7zmzYsEEPOmif485iDmDBgiJdwD3++KoBv4+DjaKofPRRuIt1tETF5mLk8YkcM+HUXvfLLhiL3SZ+r3t313R5vqZF/D4LclSmTs3n86W/5KwzRyPLEo2NsHefypZSM0tW994c0eoTN/4pbqXX7Y5EDljN3Nq1aykuLtZD1RkZGX2KOe0ufShh1MztP4dCzGmvVe+2YJdUFJ8PEGlVrzdiTQJgMok0TLLFAopCSA2x0S4sNI50s+DOaKnW0saoJoiwyTII8/ApU6YA/WuC0MTcnj3Nw8ZZf7jz4ouiSH3BgiKys7sXRZ1RVZWtW7eiKApOp5OioqIBv76qqtxyyy2sWbMGSZL41a9+xS233ILD4SAQCMSIOafTqYuy6upq/bPXnbPCV199xfe+9z1+8YtfAMSIwM5o0TkQ4nbz5gM/s3QwWLeuipqaVkIhhbyMNkbUV9I4dxLpzt6vzbEjvdpintu2cQONrcJOZO5RYtSf3W7hsX9+i5devpr7fncOeRki6FPRnIKi9BzUaQsbBmcYHnNdOGA1c1lZWYzQZjQiZrP2RX+2MRh+2MziC+q0OHFa9m/2YjxkODNoTDRjJwTBIKqqpVdjGyD0yFy4RsNjgWaXCVmSdfFiINDFXENpt2IOYMaMGUDPkyCizYPHjk3VjWZLSozo3OFOSUk9a9aIWaeXXz6l3/s1NjbqEa+JEydiMg28DnXfvn2sXi1q1e655x6+8Y1vAOLz1TkyFy3mtKYLl8ulfxaj+fDDDwFheu3z+bq1J4nm+OMLmDxZ3Jw+9tjQiM59/PFOAoEA2VlQt7uYuTaZ1IUX9Gtfu0XcbDU2xd50vfbMm6gqSBJc/n+RjlhJkpg/fwRXXjmTMxYKrVDTnMjG5R93e/yO9hbaOoSIGzlq6KStD3fiboA4++yzu328rKyMtWvXoihKj9sYDG+mZU0j0ZbISUUnHdTX1SJzJjWIKRhEUQKoqkowqKAoKoGAOOnLsojMpYYvArXpLpAkRqeOPuInP3RGS7NWt1XjGVMkHty6NaYJQqub27JlCz6fT3/c7Xbr5sGtYQsYm83MyJEp4cMYdXOHOy+8sBGA8ePTmTEju9/7acPuU1JSxMi8/WDFCjE+LD09PWaqkNvtjhFzsixjs9m6WJDk5+d3Ka5XVZVly5YBoCgKO3bsiBFz3XmnSZLED38oOluXLt3Dhg3V+/W+DjQixSrE3LgxEuWbi0kqcjFv+ln92t/Rw0iv9RvE9zYlwUdWXvefiSuvOR+ADp/Em8++2e02q75Ygj+gecxN6teaDPombjH36aefcvLJJ/Ptb39bf+znP/85Y8aMYc6cOUybNo2amq659sMdo2Zu/8lNzOXDb3/I3SfdfVBfN9OVSVOCmZASwq2qqKqIBmn2JFpXq8kkInPJYXuS8iRx4jaaH7oyKmWUbiy6Iyfc2OLxiCaIMFOmTEGSJILBIFuionbR5sGxdXPiLtwQc4c3DQ0dvP/+DkBE5frbbRgKhaiuFkJnMIzjV60SUbC5c+fGrCE5OTl8sya+1w6HA0mSYsScLMtkZ3cVHKWlpXrkDmDbtm36flonbHfMn5/P9OnCQ/Uf/1i5n+9sYJSXN/PYY6v6LFPYtKmGysoWQqEQBTkdpFXspmJGvn6D1hcum/i9eryx8mBfrbjhzUruecTZ6DFZelPDpi3dr3PVV+v0n0849bh+relI4qD5zD3xxBN0dHToYm7ZsmX86U9/Yt68efz1r38lOTmZe+65J+6FHGqMmrnBwSz32SA96GQ4M6h3mwkqARJlGSXoQ1VVfT6rVjsnSQrBYJDU8EivbQlC1BnND12xmW2MSBIpky1SHWjWElGiLSEhgTFjRDq2p1RrrHmwMQliKPD661sIBEKkpjo4/fTR/d6vtrZW7zDNzNy/mllVVVm5UoimuXPnxjzndgtfMq0pTxNj0Y0WmZmZWK1do+1aVE6jpKQEe9RM6Z5SrZIk8aMfiXWsXFnBZ5/tiuft7DeqqvKLX3zEE0+s4V//6t0m5aOPdhIMBsjMhIY9mznKJuE4ZWG/RbnLLqLvHb7IuVxRFGqaxe95VEHvsqEwR5xv9zUndxvp3LZVBHsc1hApaYbHXGcOms/c8uXLef311zn99NMB+Ne//oXNZuP111/n+uuv57XXXuO9996LeyG98eijjzJz5kyOOeYYzjrrLPbs2dPjtj6fj1/+8pccffTRzJ07l1NPPVX3OzIYnmQlZNHqNBNQgiTKMqri18WczxfSI3OyrKIoCilNTSiqSrFDiDojMtc92p389sYdMCmcDikujtlGS7WuW7cu5nGto7W5uVk/oWtNELt2NekC2+DwIhAI8corwo7koosmYrX2v+ZNS7FmZGT06u3WH3bs2EFjeHbynDlzYp7TbhS01L6WJrXZbNhsIoqcn5/f7XE1MacJvW3btmEymfT9ehJzYh25HH98AQD33ruE2tr2HrcdbNasqdRrTb/4orzH7VRVdLH6/X7GjJIoK95EYbadafPP7/drJbmF6OvwR/7vl3zwOR0+8e8TTuq9s3n+fHETWN2UQPHqz7s8X1ktxGKSy2iEGkziFnMdHR16+DoUCvHOO+9w/vnn62O8srKyYgYf7y+LFi3i3nvv5cMPP2Tp0qXMnz+f888/P8YwMpqf//znfPrpp3z66aesXLmS448/noULF3bbqWQwPMhwZuCzSARlcJlkJDUiFPz+kF4zJ0kqwUCAFI8Hf8hHRYq48xyd2v/ow5GELuYatkfEXKcmiGjz4Oi7cC164vf79QukNtZLUVRKS40miMORjz8uo67Og9ksc9FF/a9n8vv9evpyoCnWPXv28NZbb+H3+/WoXG5urj46TiO6wSb635IkMXv2bObMmUNKSkqX43s8Hv2m49xzzwVE2lXrvIXexRzAnXeeSGqqg+ZmL7/5zWcoysDnk8bD889v1H8uL2+mvLz7ebFr11axb18ziqIwqiCAa89O9kxJZ07e3G63746sTBGp9HhNtLcLwfXOa58CYLOqXPidy3rd/9s/uBAAn19i0VOvd3m+oU0I5zS3IeYGk7jFnMPhoLZWtGe/8cYb1NfXc9llkf/ctrY2fQjyYPDHP/6RK6+8Urc7uemmm1i/fj0ff9y1U0ZRFJ544gmuueYaPXT+4x//mN27d/P6610/VNEYNXNDl0xXJkgS7XaZBAmUkD8mzRqpmYOQx0OqyYQ/5KcyzUaKIwW3zQj1d4fW0bq9YTvKxHAqeutWCEbEstbR2tzcrHuLgUh9adEZLdXqclkpKEgKH8ZItR6OvPCCsCM57bRRpKf3vyO9qqoKVVWxWCwDmvbQ2trKD37wA+655x5+/etfs3z5cgCOOuqoLttq4m3Tpk3MmTMnZh64y+XqIuQ2b97MV199xeeff04wGMRqtXL55ZcDQrzt3btXj+7V19f3GCgASE118JvfnAjAihX7eOaZ9T1uO1js29fCkiUiGqeNxfvii93dbvvmm1sJBALk5kq07NvCbDOETjgurgav6TPykBAjvT77UKR0t5YI4Zye2I69l1m3AKNGZ+N2CqG2cXNXcdzcIX7XudmGLUl3HLSauQsvvJAzzjiDn//85/zoRz8iLy9Pv8upr6/n5ptvZurUqXEvpDu0OzQtlQMifVNYWNjt/Ne6ujo6Ojpi6jWSk5Ox2+16Z1RPGDVzQxeX1YXT4qTdYcIpAaHIHZ/WAKGqKmazRMjrJcVspiXRis8qG/NYe2FsmojMeQIeqsMzG/H7YedOfZucnBz9+7Z27Vr9cUmSevWbM8Tc4cfGjdUUF4t6pssvj+8crt3gZ2VlDWgG64MPPqg3zn300Ue6SXDnejmIiLmGhgZSUlJ6rQWrqqrie9/7Hj/+8Y+58847AXEDUlhYqEePt23bpgvCpqYmtmzZ0m2tl8axxxZw6aUi1fi3v63g44939rjtYPDSS8Woqkp2tpNjj01DVdVuU61tbX4+/FB0sU6eILGzeBOTky2MOemiuF7vxG98kyS3yGZ88I74f6isF9G07JTeI5caBVminnFfU6w1THXFblo9QlhOnJzbZT+Dg1gzd9dddzFlyhSefPJJUlJSeOGFFzCZTIRCITIyMnjqqadiInX7Q11dnShY79TinpqaqtdnRJORkYHT6aS8PPJBb2howOv1GiPGhjkZrgza7ULMKUE/EInMaRMgJElB9vtJlGWqUsUJpSCp4NAu/DAmOyFb9wssUetA6w7cHJnZKEmSHp3rXDenXXSNSRBDA80keNq0LCZN6v84vlAopP8fD8Qw/pNPPuHdd98FYNasWTHPda6Xg8jnqqWlpc9jFxcX612vGgsWLECSJMaPF7WyJSUlpKen6808FRUV7Nixo9fj3nzzfObOFWLkzjs/Zf36qj7XMhCam7288cZWAI46ysmIEQo+n4+1a6tobfXFbPvBBztob/diMikUjfCjlJVSNcnNsYXHd3foHknPLCDVISyFtmxtwNPupb5FZLrGj7L1tqvO1CkiOlrf6qK5IWLl8sGidwmG7QFPOevEuNZl0Dtxizmn08l//vMfGhoa2LZtG8ceeywAJpMJRVEIhUJceeWVg7rI7u68enrsBz/4AY8++ih1dXWoqso999yD1WrVC1wNhieZzkza7CackoISDKB5lWoNEJppcLLFgixJVNrFnaMRmeuZaDPl0obSSN3c5tgB3DNnzgR6boJoa2vTPcE0MbdjR4Ney2hw6Kmpaeejj8oAuOyy/psEgzAKVhQFSZK6rVXrjYaGBu677z4ATjjhBB577DHdU27ChAndpmw1Mdfa2tprShTQRdnUqVP5xz/+wf333883vynmk2piTmuQKyoq0g3yy8rKdJuV7rBYTDzwwGmMGpWC3x/i2mvf5tpr3+LFFzfpE2cGg0cfXYnHE8DpNDFjhpNx4xKQpBChkMLXX++N2faNN0SKdcJ4MxXbipklh2iaN50UR3z/JwDpCULMVdWZeOPFdwgp4np7+vnz+7X/md8QXqMer8y7L76sP75ulfj/sJgVZhw1OBk8A8GgFbeVlZXR1NTE9OnTBxRm746MjAzMZnOXqFpDQ0O3HkIADzzwAKmpqZx//vlYLBauvvpqxo0bx+jRvRe533777XqH08KFC42U6xAj05VJu8OEnQBBvx+TCT0yFwiIE74kKaSaTKjAHnMHYKMw2RBzvTEmdQwbqjdEmiA++aSLmNMicxUVFdTU1Ohp12jz4JaWFlJSUvQmiGBQYefORt2uxODQ8uqrmwmFFDIzXZx88si49tUaH5KTk+Oul3744Ydpbm4mKSmJO+64A1mW+c1vfsMxxxzTY7mOJua0z5V209AdmpgbN25cl5TtuHHjABGZA/RoXUdHB3V1dRQXF5OQkNDjbNnERBt//euZ/OAH77BvXwtr11axdm0VGzZUc999J/fbCqQntmypZdEiEZW74IJcHA5xhzp+vIvt24N88UU5p50mrmvbtzewaVM1gUCAiRMkVr+5mh+6zHhOvXBAr12UByt2QFObhcX/Ww9YSE4IsuDs/nXFHn/yHMym9wiGZJZ9UcLl14nH9+z1Am6SXP5B0wnDhcWLF+t1+z35HfbGYW0abLFYmDt3boyHVXNzM7t379Yjgp0xm83ccccdfPXVV3z22WdcfPHFlJWVcdZZvbtf33///Tz00EM89NBDhpAbgmS6Mmm3yzgllVBYzAF6A4SWZk0FQkqQ2rAxppFm7R2tozUmMldaKmrnwowePZrExEQgtm4u2jxYq5tLSrKTkyO2NermDg/8/hCLFoku5W9+c5JeZN9fNDEXb+PD8uXLdRurn/70p3o5jcVi4ayzzooZIxlN9IiuvlKtmpjr7mZei8zV1dXpAQNJkpgyZQp2u51QKMSGDRtixoZ1Jjs7gddeu4RHHz2b888Xx/vggx385z/71xihKCoPPLAUVVUZOzaVKVOESDabzUyZ4iYQCPDZZ7toaBA1bM88s55AIEBamkyCtYXgnjI6xiVwzPhTBvT6R58wXm+CWBlupE1PbMVk7l/TgtlsIi1RpIF374tET+taxP4pCUYna2cWLlyoa5CDUjN3sE2Df/azn/Hcc8/pJ4xHHnmEadOmccopp+j/1jqTAO68884Yn7vf/OY3XHDBBbqFgsHwRKuZsxHSxZw2ASK6Zi5ZUfCH/DQnmJElmXx3935UBgKtCWJP8x58Y0eJB0Mh0dUaRpZl/fvVn7o5LTpniLnDg/ff305Tkxer1cSFF06Ma1+v10t7u/Bbi0fMeb1e/YI1b948zjzzzH7vq904QORztXfv3piRciCiG1r9tFYPF01hYaGejSktLdUft1gsTJs2DVmWaWtrY2vUZ707zGaZo47K4847T+Sb3xQ3PH//+0q++qpnP7i+eOedEjZuFGneb3+7CEkSJsnr1q1j+vQEHA7weAI89tgqNm+u5d13SwkEAsyebWLH2tUcb5Mon1HEyOT4oqwaJ114Ke5EIWJbw3NUc1Pjs/fKThc3zDUtkchmk0d0smYZI1kHncPeNPjCCy/kjjvu4LTTTuOYY45h6dKlvPXWW3qItry8PObLVlRUxE9/+lOOP/545s2bh9ls5sknnxy09RgcnkTSrCGCPh9mc3SaNRQeEK2QGggIMecyk5OYY8xk7YPRKSKioagKO4O1MDJ8cdi0KWY7rW4uOjIHsZMgOpsHG00Qhx5VVfXGhzPOGENysr2PPSAYDLJr1y7q6+v1m2yLxRIjsvriqaeeYt++fVitVn75y1/GlZI0mUz6azU3N7NmzRouuOACbr311pjtdu3apdfUjRo1qstxzGYzBQUiMl9WVhbzXFJSkp6GraiooKqqfw0OP/3p0cycmY2qqtx77xKCwd5r+rqjoaGDP//5awDOPXccCQlCRH322We88sorNDfXcfbZWQQCQd54Yyu/+c1nhEIhcnMtjB2lULJ2Fcc5TSSddu6AU71pmSNIdbbGPDZlcnJcx5gwVnQLN7Q56WhvweftoLld1K6PGhXfsQz65rA3DQa47rrrWLNmDUuXLuXdd9+NCb8/+OCDMReQ//u//2Pz5s188cUXLF++nN///vf9an4wfOaGNiLNasKOEo7MSfoECFEzpwIKKYqCL+Sn2WUymh/6QaItkewE8X0vbSiFKeHi+E5iTqub27FjR0zqSxNz0ebBmpgrKaknFIr/YmcweKxbV6VPFuhv48O2bdsoLS1lzZo1ekQrLS2t38KhpqaGZ599FoBrrrmmx2kNvRHd0arNcF25cmVMSnRn2EInLS2tx7q6oqIigBiPRI38/Hy9/nPLli19GgqDaIy4775TMJlk6uo8fPppWZ/7dObhh5fR0uIjOdnOxRcX4PP56OjoYNmyZfj9frZs2cJRR7nJzbWiKCplZY34/X5OOcVBXcVeUpvraRmdwNypZ8T92tFkJETEnMUMZ10SX/nRwvNEF63HK/O/l17ms/fexx8Qn5FjTpixX2sbzhw0n7mDbRp8sDB85oY2Gc4MYRosSwT9sZE5vWZODZISNgxudpmNerl+EjMJogcxN3HiRKxWK6qqsn59pF6oO/NgTcz5fEF27+7eyd7g4KBF5WbNymHcuL5zXw0NDVRUVOj/1uajxpNi/cc//oHf7ycrK4srrrgizhULNI+4aLNqv9/P7t0RM93e6uU0RoYjzd2JOUmSmDRpEjabjWAwyMaNG/vsngXCTSRFAPpotP6ybNke3ntvOwA//vE86uv36evTxOT27dtpaWnmnHPSCIVChEIhpk51kZzsY8Onn3Cc3cSGadnMzJkZ12t3pig/Ig/S3F6mHhWflchJZx6PxSR+X19+WszXn4mgiyypnHLOqfu1tuHMQfOZO5imwQYG/SXJnkRb2DQ46PXG1Mxp3ayoAdxhMdfiMhuRuX6i1c1tq9sG2ne7ogKiusytVitTwkIvum6uO/Pg9HQnaWnCv86omzt0VFW18emnu4D+ReVCoRBbwuPcUlJSmDZtGna7HavV2m9/uZKSEt555x1AZFwGahmlRdqamppihFh07Vt/xFxvkTkQ6eOpU6ciSRLNzc19+s9pXHyxMBVes6aSHTv69jhtbfXx6KMr+fnPPwRg3rw8pk934PV6URSFt956CxDp4vLycnbt2sW4cQksWJDCiBFWFi5MonrvXso3F3O000TCGedhlvcvqHL0iZGZ1RkJzchy/+f0gmiCSHWLOsay8gDbdzYB4HYFsDv7TucbxMdhbRpsYNBfrCYrSoILkyRhDoUwh887Xm8Qv18R9VpKELss02gNETJJhi1JP5mQLkZ5ba3fijJqJIRH5fWUau2pbi7WPNhogjjUvPrqZhRFJTs7gRNP7Pu7UFZWhsfjQZZlJk6cSFZWFscddxzHH3+83kjQF3/9619RVZVx48bF1fTQGS0y19TUFBON02xGQESwoH9irq6uTp/12pmUlJSYCJ5WJ9gbM2dmM2qU8HeLjs61tfm59tq3uO66/+l+dLt3N3HhhS/z73+vxesNkpnp4he/OFYXmA0NDTQ1NeGWJB7MyEAKBPj4449pa2vjrLPSuPHGAhSlhdWffMxkK+wbk8AJ08/rc419cfKFl5KRKpoYRuUMbLZ5dqroWq1sTKC0XDQ/JLt8ve1iMECGhGnwwcComRv6SOG7dVswqKdZhUu6KLyX1ABmNUSTU3zsjTRr/9DEXLu/nQpPdcSipAcxt3nz5pjOwmjzYM2N3xjrdWjx+YK6Hckll0zGZOr9UuD1enXRNHLkSN17TZKkfvuFrVmzhq+/FoX9N9988375jGk3CCUlJTGfNS0y5/F49HRwb2JOa4CAnqNzICJimiHypk2b9A7enpAkiUsuEdG5d98tpalJ1JE/8MBXrF1bxYoV+3juuQ2oqsqDDy6lsbGDxEQbN954FK+9dgmK0ozP50OWZT2SeY7XS+Hy5RyHELGaZVdHRwfbt29n36aNnOM0sWFGDnNyu07OiJfU9DwWpHzEiaPXc/6ls/reoRvGjhbWRJUNTvbVi8/MzKn9b5Q5EjloNXP9obu5qYc7Rs3c0MeaJKI9diWIySQKbVtbfZE5i0oAkxqkxWXGZraR6crs6VAGUeQk5OC2iUjI1rqtPdbNaYbhwWCQ4uJi/fFo8+DWVlFUHS3mFKXnOZgGB4b3399OS4sPm83MBRdM6HP7nTt3oigKNpuNwsL4I9qqqvLYY48BYkTXUUcdFfcxotHEXGfbEG2aQ7Qw666TVcPhcOgNfb2JOc1/zmKx4Pf7WbFihV473hNnnTUWl8uKxxPg2mvf5rnnNvDuu5E08FNPreP117fqkxx+//tTuOqqGciyojdvqKoq3pPHwwXh/S7z+cDj4Z133qGuro7a2lrWLFnCaJPKRKeJlIUXYIozJdoTt7zyDD+6/2JOvfiGAe1/2tmRiRGypHLeaTb+8tSdg7K24cpBq5nrDxdffPGBOKyBQa+4XMn4rDK2cJpVi8xpYk4JBZDUIE3h5gdZMhzI+4MkSXp0bkvtllgxF1UQ7nK5GDtW1NdF181FmwdrqVZNzHk8Afbt63vGpsHgIexIhNg+66wxuN291611jnKZTPELhVWrVrFmzRoAfvCDH8S9f2c0MadFeh0OkcKrr6+noaFBT7FmZ2f3OMFBQ0uhdrYn6Yzdbmf27NnY7XaCwSDr1q1j+/btPTZFOJ0W7r33JKxWE2VljbrdyPHHF5CR4aKjI8D9938BwAknFDJvnujq3b59O8FgEKvVqtt8HeVykSUH2dOyl+l2Cxc6naiqyp///Gf+9a9/UbdtK+c7YcPYRE6ccnbvv7w4yM8cw7HHXjZgi5OFFyykIMtHckKAvz50In9/6rb9noxh0D19VkjefffdNDU18fDDDwNw8skn93nQoTjU/vbbb+fcc881onNDGLfNjccuY2sLYgp/sqPFnBTyYVJDtLhM5CTkHMKVDj0mpE9gxb4VIjI391LxoMcDu3ZBVORj5syZbNu2rdu6udbWVr0JIjs7AbfbRkuLj61b6xgxIgmDg8PatVWUloq6r0sv7bvxYceOHaiqitPpJCcn/u+Nqqo8/vjjABx11FG6J+H+ED0FAmD+/Pl8+eWXBAIBSktL2bhRjC3oLSqnUVRUxLJly3qNzGkkJiYyb948NmzYQGNjI2VlZdTV1ZGfn683K4wYMUIXlyecUMhjj53DzTe/T0uLj/R0J3fdtYClS/dw552fAsJ0+OabRQSrqalJF85JSUl8/vnnoCh8KxCg0lPF4qlOzty0j5+6CynJyWFTdTV4vRQFfMx2yjxyXCFX5Mzu9+/xQGMyyXy1+r6wabsh4vrD4sWLefvtt+Per8/QxOOPP86TTz6pt6AvWbKEsrKyXv/0Nv7kcMVIsw59kmyio9US8uuRubY2vy7m1KAfMwotLjPpTmMmaDxEN0GoGRkQ9t8ifNHU0Orm1q9fHxOx6GweLEmSUTd3iNDsSObMyWXMmNRet21ra9MNc0ePHj2gOrdly5bpkdof/vCHce/fHZ3F3NixY/UI2/Lly/nf//4HwPHHH9/nsfrqaO2M1Wpl1qxZjBo1CkmSaG1tZcuWLZSVlbF7926WL19OXV3kMz1tWhZPP30B3/72NP7+97NISrJzxhljmDFDpHe/9a2pFBQk0dHRoZcnJCUl8f777wNQaLUyQwrRIgd5/tQslheaafc184DJRKrbDfX1XOiCsjwHo0+6aNBSrIOJIeT6z0DTrH1G5tauXYvf79e9ojIyMvoMRw/k7s3AYH9x29y020xYFT8mWQi4WDEnInPNLjPjDTEXF5qYa/Y2U91eTfbUqfDxx7B+PZwfGb6tRV08Hg8lJSVMmCD262we7HQ6mTAhnRUr9hli7iBSVdXGZ5/tAuDSSyf3ub2WrkxISNCN4ePB7/fz4IMPAnDMMccwbdq0uI/RHZ3FXFFREePGjaOkpITnn3+eYDBISkoK553Xd1enJub27NlDIBDQr3W9Icsyo0ePJiMjg23btuH1enE6nbS3t+Pz+Vi7di3jxo3T6wsLCpL48Y8j9WOSJPHwwwtZs6aS448vpLGxkfXrxXxVWZbJz8/XGx+usNtpbdrDsslu/DYTryzIYPrT5YzbW85zRaMoSXSQ6mvhb0en84uphpPEkUqft1lZWVkxExeeeOKJPg/an20MDAYbzWvOipjDqqpdxZysBmlKMJPmMIYDxkO+Ox+nJewNV7cVtFnH4Y46jbS0NP18EV0315t58Nat9ZEmFYMDyiuvFKMoKjk5iZxwQu+NDM3NzXqR/5gxYwYUXfnPf/7Dnj17sFqt/OxnPxvQmrujJzEHkTq6yy+/vHsfO0WBN96AsGecFtFTFIW9e/fGtQ63283cuXM5/vjjmT17NvPmzdO7XktLS3vtek1MtHHiiUW0tbWyZs0aAoEAVquV2bNn87///Q+v14vbYuGMlmZafC18NiOZ6+ZcR1tRLn+5IIcKTzUZ5eWMUNuoS7bgOO0so0P/CCbumPnZZ/ddXNnfOXaHE4Y1ydAnyZaExy5jQUWWQoBKW1sgUjMX8IESpMVpIs1piLl4kCU5kmqNFnO7dkFz7BQHLdWqFbxDrHlw5yaI5mYv1dW9Wz0Y7D9eb5DXXxfdnxdfPKlPOxItKpeUlNRvU+Bo9uzZw1NPPQXA1VdfHWMDMmC8Xnj4YZI+/DDm4YKCAr35BsTNQ4+NeG+/Db/9Ldx2GyB85LRZr/1NtfaEzWZj1qxZuFwuVFWN8b0DYby8fv16NmzYQCgUQlVVtm7diqIouFwujjrqKILBIM888wwAl+XlEQy0szvdwt78RC6adBE3z7+Z1eMT+cMZiexqKafd386781K5bNq39mvtBocHh5U1yZ13Dr3WY6NmbujjtrkjkTlE3aZWt2WSwaSEUFSFZiMyNyBixNz48aBFPaLGdwHMni0KsNesWdNj3RxAfr4bp1NE64xU64EnHjuShoYGvZFtIFE5VVX53e9+h9/vJz8/n6uvvnqgy47Q1gbXXw///S+uv/9dv3jl5ORgt9v1yBzAN7/5TV2gdeGDD8Tfu3ZBXR2SJOmp1r5KiPqDLMv6Wurq6mJMhsvKyqipqaG6upotW7ZQXV2tfx8mTZqEw+Hgscceo6Ojg/TUVK6sraXJ28xnM5I5ofBE3DY3Z445kx/M/gHLJ7m55xupvLogg92nzBkUbzmDQ89Bsybp6OjgjjvuYMKECSQkJGAymbr8qa6ujnshBgb7S5I9CY/dhEVSkAihZe5UVcVkAjkk0i9GZG5gxIg5sxkmh2uuOom5WbOEwWhTU1PMxbGzebAsS4wfb0yCOBgIOxLR+HD22WN7tSNRVVWPyqWmppKa2nuTRHe8+uqrrFixAoBf/OIX/Z4Q0SONjfCDH+ifNUlVSQp3jGpCLCkpifPOO4/x48f3bFzf0gKrVkX+HS4T0I7x/PPPs2jRov1u4ktLS9Pn1ZaUlBAKhWhtbY2J/FVWVrJ5s5gOkZ2dTXJyMqWlpbz55psAXHfssVhbm2lW2vlqShLnjDtHvHdJ4trZ13LHCXdQPMbNW8emc/mMK40mgyOcuIe3XX/99Tz77LMcc8wxzJ49u8uXVFVVXnnllUFboIFBf3Hb3LTbTSQhpj2AiqqKP2YzyKEQHrtM0Cwb3awDQBNzdZ46atpryJw+Hdas6SLmcnNzyc3NpaKiglWrVukO/NHmwS0tLaSmpjJhQjpr11YZYu4As2ZNJdu3i0hbX40PdXV1erRozJgxcb9WeXk5f/nLXwAxy3v+/Pl97NEHHg/cdBNs2yZuIkIhUFWS7HYaOzp0IQbw61//uvdjff652F9j3To4+WQuu+wyPv74Y5qamrj//vt59dVXuf/++2OOHQ+SJDFu3Di+/vpr2traWLp0KSaTCVVVcblcuN1uKisrCYVCyLLMmDFjCIVCPPjgg6iqytixYzmnqopGXwsrxyViS83g6BFHx7zGBRMuoCi5iNL6Ul3oGRy5xB2Ze/vtt/niiy/4/PPP+e9//8tTTz0V8+fpp5/W5+YNJYyauaGPlma1SxIowZjnTDKYgmL6Q6ItEatpPyMFRyBFyUV6E8Tm2s2RurnNmyFsXaQxZ45I+axevVp/LNo8uGsThCHmDiRaVG7u3FxGj+450hYdlcvIyOjSaNAXiqJw11134fV6ycvL4+abbx7wmgEIBkVt25YtYDLBQw9BOMI7Ohz50mo0+8Unn4i/NYuV8I3I+PHjeeONN7jooouQZZmSkhKuvPJK3n777QE35yQkJDB+/HhkWcbr9erNEJMmTWLixIn6dbKoqAi73c4f/vAHvc70J1deibRyJU3eJj6fkcwZY87ALHeNvczInsHFky82DNCHEQetZi45ObnPO619+/bFvZBDjVEzN/RJsiXRbpexSSApAVQV/URsNkmYggGaXEa93ECRJZmJ6RMBKK4pBs1mwu+HTmOVtLq5VatW9Vo3p4m5ujoP9fUDG+Zt0DsVFa18/rmYq3rZZb2bBFdXV+sD53ubadoTn376KRs2bECSJO6++26cTmf8C47mD3+AZcvEz3fdBcccA+G072/OPZf//Oc//TKyB0SELzwblosuEn9v3SqaKhAp5V/+8pc8/fTT5OXl4fV6ufvuu7n33nvx+/0DWv6IESM49thjyc7ORpIkRo4cSXJyMiaTidmzZ+t+dc888wyLFi0C4Ec/+hFHbd+OL+hlX4LC5kKnEXk7gjhoNXPXXXddn+7EF2lfFAODg4jNbMPvsmOTAESaFWJr5ozmh/1jcqZI0RXXFoPbDWFbh56aIFpaWtgRtoCASN1cU1MTqqpSVJSM1SpMTrdtq8dg8Hn11c0oikpubiLHH9+zHYmiKPr/VXZ2ds8NBL3w0ksvAWJSUFwRs+6or4fXXxc/33gjnHmm+DkckXO2tzN58uT+1YqFQiIqFwiA3Q7XXiuic6GQiCxHMWnSJJ5//nlOP/10AN566y2uueaaAbs02O12pk6dysknnxyTtjabzaSlpbF69WoeeeQRAM4//3y+d8458NJLNHmb+XB2CmMzxjMubVxPhzcwAAZQM/eTn/yEJ554gssvv5w5c+aQnp7e5cv02WefDdb6DAziwpSUgk2SQBFpPy0yZzKpyL6A0fywn0zJFJGd4tpiFFVBnj4dysqEmIsqOs/OziYvL499+/axevVq3TZCE3OBQACPxxOe55pGcXENW7fWccwxI7q8psHA6egI6HYkl1wyGVnuWfhUVlbi8XiQJGlAUbnt27fracJLL710YAuOZulS8bfbDd/+duRxrSGjvh/i3+cTwi1asB17rDjGmDFQUiI+u+GmHQ2Xy8V9993H1KlTefjhh9m8eTNXXnkl999/P0cdddSA3k530zMUReGhhx4ChOH2L3/5S6QHHkD1+yi3dfDR7AJuNKJyBv0gbjG3cuVKfvWrX1FbW6vfhXVmKHbVGLNZhwem5BQRmVMDoEasScwmMAUDNCcYo7z2h8kZIjLX7m+nvLmcounThQHrunWgqhD13Z89ezb79u1j1apVXHaZcKa32+3YbDZ8Ph9NTU24XC4mTBBibsuW2kPwjoY37723ndZWH3a7mfPOG9/jdqFQiJ07dwKigWUg6dGXX34ZEE0TgzF/VRdz8+dHatwgIub6MwN83bpYISfLkRTrjBkRMdcNkiRx+eWXM378eH7xi1/Q0NDADTfcwDXXXMPpp59OQUGBLtD8fj/PPvssK1euZNKkSZx00klMnjy5i4ALhUL8+c9/JhQK8aMf/YhPP/2UkpISJEni1ltvxVxRAW+8QZu/nZePTSJkNXPGmDP68csyGC4MdDZr3GLuhhtuYMyYMTzwwAPk5eV1GX2iquqQTLPef//9Q7JxwyAWW1IaNhnUUCQyJ9KsEqZQgGaXkyJDzA2YTFcmac406j31FNcUU6RFNBobhW+XlnZFNEG89dZbut+cLMtIkkRycjLV1dU0NjaSl5fHpEkZvPbaFoqLDTE3mMRjR7Jv3z68Xi+yLPdrOH1nWlpaePfddwG45JJL9v+GPhSK1Lcde2zsc+E0a78ic1u2iL9Hjxb1d2lpoKWPp02Dl18W9iSKEisYo5g1axbPPfccv/jFL9iwYQP//Oc/+ec//0liYiJTpkxhwoQJfPTRR+zZswcQdaLPPPMM8+bN4+GHH45xfFi0aBEvvPACIGbWejyiTvT8888X0evbb0dVFEpcHSyZns5xBceR6ojfGsZg6LJw4UKOPvpo/v73v8e1X9xibuvWrVRUVOByuXrc5lvfMpyoDQ4NiY4kQnYTquIH1KjInIop6KfFnmDUzO0HkiQxOWMyS3Yvobi2mLPHngWZmVBTA2vXxoi56Lq57du360aqmpjTJkFMmpQBQE1NO/X1HtLS9rNo3gCAVasq2LmzEYBLL+258SEYDOp+gPn5+djt9rhf65133sHr9ZKYmMiZWm3b/rBxI7S2ip+PjrXkiCsypzXmTJ0KnW1GtG7slhZxI9KLiM3MzOTxxx/nH//4B//73/+or6+ntbWVZcuWsSzcoGG1WjnzzDMpKSlhy5YtLF++XG+gkGWZ5uZm/vGPf+jH1MSfw+HgRz/6ESxZAh98QLu/jX8fZ0ORJb4747t9v0cDAwbQADFx4kTM5t414M9//vMBL8jAYH9w29yEHCbUTjVzcribtcNm1MztL1rd3KaaTSKtqkXnomxIQMx1zs/PB0S0QkOrm+voUcEUPQAAXG5JREFU6MDn8zFqVAp2uzinGNG5wUOLyh11VB6jRqX0uN2ePXvw+/2YTKYB+6q9//77AJxzzjk4wma++4WWYp04MSLeNLTIXH/EnBaZmzix63PZ2ZFjderG7g6LxcJNN93E+++/zzvvvMPvfvc7vvWtbzF9+nROP/10XnzxRe68806effZZ/Rq4ePFi/va3v+Hz+XjsscdoaWkhKSmJf/7zn/oM42uvvZY0WYbf/hYV+KpAYvnERI4dcSxTs6b2/R4NDBiAmHvggQf46U9/SmNjY4/b7LdJ5CHA8JkbHiTZkgg4tchcJM2qReZ8FsmIzO0nWt1cSX0J/pA/IubWrIFOnlxadC7ab06bHAOiq9VkknWLkuLimgO9/COCiopWvviiHOjdjiQQCLB7t7AtKSgo6H4wfZ+vVaFPMtA6QAfEu++KrtUvvxR/QFiRdEYTdx6PbivSLS0toNlkdSfmJEmMpYN+ibnIbhLZ2dmcdtpp3HLLLTz55JPcf//9MbNnL730Uj1D9cwzz3DSSSfx2muvAcJ6ZNasWbz44os8//zzfOfb34bf/Q4aGmi2Kjxwsg0kiR/O+WG/12QwfBioz1zcada77rqL8vJynnzyScaMGdNtN2tDf+6YDjOMmrnhQZI9CZ/DjBSKiDkQ5TBWRcFnMaY/7C8TM8SFMagEKa0vZbIm5mprxcUzHI0DUTf35ptvsnbtWr1uTpZlkpOTqa+vp6mpiaysLCZNymDduio2bzYic4PBK68UoygqeXlujjuu5wH3u3fvJhAIYDabKSzs2bakNz4JG/FmZmYyeXLv0yV6ZMsWuPtuUSun+cpB13o5iI3UNTSICNv778OUKRAlqNi2TfxtMonO1e6YMEFEAUtKBrbuXrj55pvp6OjgzTff1H3qxo4dy4UXXgiAzWYTpQeffgqffIIKPHpqEs0JrSwoWqB/zwyOLA5azdySJUsYMWIE2dnZtLW16QaT0ezvXDsDg4HitrlptcmYPFEmn6qKSVaxSeC3mUmyx+dqbxCL2+amIKmA8uZyNtZsZPLkS8UFtqFBROeixFx03VxpaSnjw5GQaDEHMHmyqJsrLq5FVdUh2RF/uNDREeCNN4SQueSSST3akfh8PsrLRfSusLCwSzNbf/n4448BOOWUU7q13+gTvx9+8xsh5JxOEXEDYUkypZuoYrSYq6+H4mL49a9h3Dh4/vnIc9HNDz3Nhg3XcbJtW5du7P1FlmV+9atfcfPNN7NmzRpKS0s544wzYn9HgQD89a8AbJ2aw6L8SmRJNqJyBnET9zcvIyODsrKyXv+kpxuRD4NDQ5ItiQ6bjBz0AeE0KwAhrBI4k9KM0TeDwNRMUcuzoXpDbN1c2GdMIzMzU68Nik61anVzra2tBINBvQmipcVHRUXrAV798OZ//yvtlx3Jrl27CIVCWK3WmBRhPFRXV7Nx40ZAiLkB8dhjsHOnmLv65JPw8MPi83TDDd13mJrNQuiBuIEIvz4lJbF1dFrqdMKEmN13Ne3irP+exUPLHoqkWVtbobJyYOvvA5fLxfHHH8/3vvc9cnNzY59ctAj27CEgw51TRInBJZMvYUxq/DNxDY5sBlQz1xdPP/30QNZySDFq5oYHbpsbr1VGDgbQ+3RUkCUFK5CQlHkolzdsmJ4tOgHXV4c9unoQcxCZ0xrdBOF2u5EkCVVVaW5uJj/frVtnGE0QA0dRVJ5/Xoibc88dR2Ji9zVwXq+XvXv3AjBy5Mg+m9qiaWlp4ZFHHuHNN9/U7UjS09OZpo13i4f16+HZZ8XPP/whjB0Lxx8P//wnhNOR3RJtTxKeJQvEfv56EHMvbHyBmvYaXtn8Ct6sNBENhAOSau2CosC//iVq5D75RLxP4KNZyexKDJHmTDOickc4B6xm7plnntF//s53vsO3o524O3HNNdfoVhBDzXzXqJkbHiTZk4SYCwUwmyCkAqhIUgirLOF2ZxzqJQ4LpmcJMVfdVk11WzVZmpirqICqKlHHFGb27Nm8/vrrMX5zZrOZxMREWlpaaGpqIi0tjUmTMvj6671s3lzL6afHP4HAAD7/fBfl5c1IksQVV/Qsrnbu3ImiKNhsNvLy8vp9fEVRuOOOO1iqdZuGOfnkk+NPsXo8Ir2qqsI6pJdrSxdSU8XkkYaGrmLu1FOhvR3CKeRoMRcIBfhw54f6z+trNjJv3DhhLrxtGyxYEN97iJePP4bHHxc/hxsiWq3w+4n1gImfzP8JCdaEA7sGg8OagdbM9fntu/baa3nqqad4+umn9WLynigsLKSwsJDnnnsurkX0xaOPPsrMmTM55phjOOuss3R/np5YuXIlCxcu5Nhjj2XmzJksXLiQurq6QV2TweGJFpkzB4OYzJE0q6SGkC0y6S5DzA0GI1NGkmgT5qvrq9cLj66kcC1iVAQOInVzbW1tlERFP6LntELEb85oghg4zz67AYCTTioiP7/7m1OPx0NFRQUAo0eP1juL+8MzzzyjC7noztdTTz01/sU+8gjs3Qs2m2h+6Mc6QkqIZ9Y/ww65WTywfXtsalWLzGnND7IcqYsDlu1dRouvRf/38n3LI6lWbZ8DRTAIjz4qfs7MBLMZFXjmaAftDhOzcmaxcPTQCoIYHD70GZlLTU3l008/1f990kkndSlO1rqZ7rzzTgB+//vfD9oCFy1axL333svGjRtJT0/nnnvu4fzzz2fVqlXd3glu2bKFSy65hHfffZeJEyeiKAqXXHKJ7rRtMLzR06yhIGYT+ABUkAiCVTY85gYJWZKZmjmVpXuWsr5qPaePPh3mzBGRhxUr4JzIPMmMjAwKCgooLy9n5cqVTAhHSlJSUigvL6e5uRlFUfQmiC1b6lAUtdc5ogZd2bChmg0bqgH49rd7j8qpqorT6SQnJ6ffx1+7di2PhsXIt771La699lref/99bDYbszrNNu2TFSvglVfEzzfdFNuF2gOqqvL7L3/P61tfp7muhuvVdOSVK2M32r4dmpsjzQ8jR0KUCfK7pSItrKX4V+xbAeMvEU8OhphraYE9e0T93fjxMCJq1vCbb4rnTCaRXk1O5ssVr/LU9r8B8JP5PzEafwwGTJ+Ruc4frquvvprvfOc7rF27lquuuoqrrrqqz332hz/+8Y9ceeWVelPFTTfdxPr16/UOqs7cddddXH755UwM+wrJssyrr77aZ4GvUTM3PHCYHfjtFszBIGaT9jlUAQWshi3JYKKlWvW6OW0A+cqVXfzmtOHkX2sjmoCkcCQvFArR2trK5MminrGjI6BPLjDoP88+K/4fZszIZurUrG63aWtrozJc6D9q1Kh+p0Y9Hg+//vWvURSFSZMmceONN5KYmMjFF1/MeeedF99Cg0ExWgtg7ly4+OJ+7fb46sd5fevrADQ6ZQJKUAg3ENMdNNG2cqVoLICYbtg2fxtLdi8B4OJJ4jW31W+jtSjclFBdHTlevKgqPPggnHwyXHUV/OIXYgbsPfeIWrxt2/T6OC66CPLz8TusPFgt1nnGmDMMKxIDYOA1c3E3QFx11VVcffXV2O32HsXcYOH3+1m5cmVMYW1ycjKFhYV89dVXXbZXVZX333+fxMRELrnkEo455hjOP/981q1b1+dr3X///UOuzs+gK5IkYXYlYg76MZlVvTRAUgOoVokUe89O+AbxoTVBlNSX4Al4xIUZhN/crl0x2x4dHsm0du1afD7RaWyz2fSB7s3NzaSnO8nOFvVCGzdWH4R3MHwoL2/ms8+E+W9vUbnt4fqyhIQEsqPqGvviscceo7KyErvdzu9+97sB25gA8OqrsHu3iFD98pc9zkSNZtGWRTyx5gn9380uM0ElGNlg4kQxaxXgj38UxzebhbBCXBveK30Pf8iP0+LkurnX4bA4UFWVlbZ69G6pgUTnVBX+/Gd46aXIY06naHZ46y341rfgiiugvh7VYeeeMRVc+NKFXPzKxVS0VmAxWbhu7nXxv67BsGThwoXcf//9ce83YI+GgxEOrqurIxgMktppnEtqaqp+d9l5+5aWFv74xz/ym9/8hqVLl3Leeedx7LHH9llnZzB8MCW6sYRCmGRJF3OqGgKbbBQXDyKTMyYjSzKKqlBcUyxSSppA6JT+mjNnDiaTCb/fz9q1a/XHtbo5baLM1KkiOrdxozEJIh6ef34jqqpSUJDE8cd3b/7b2NhIba2oRxwzZky/z+HFxcX6cPjrrrsuroaJLrS0RCJUl1zSr/Tqmso1/OErEck7ZeQpZLoyaXGaCIZH9gHCFFhL9Wr10ZdfjjIinz8u/SNn/vdM/RgnjzyZBGsCM7NnAvB1zerIXNa33hLp0M8/F/V84Ya+blFV0WTx17/Cf/8rHrvsMvjiC/jsM7jrLohOY5vNrPjGPN6q+5Ly5nL2tYjpFJdOvpTcxNwuhzcwiIchYbjV3Umnu8e0O/5zzz1XdyL/v//7P1JTU3nqqacO7CINDhssriTMwQBms6pn+2RCKFYTLqvr0C5uGOGwOBifLorH11evF35zWqp1xYqYbV0ulx5hXxbl8J+SIiKlTU1NqKqqpwc3bTLEXH9pbOzgrbdEROnKK6d1W2uoqqoelUtOTu63F2gwGOTee+9FVVUmTZrEZZddtn+L/de/hKBzu+Haa/vcvLK1kts+uo2QEmJixkTuOekeshKyaE4wizSrxtixETEHotv1//6P4ppiXtz0InUeIfByEnO4YuoVAMzLmwfAyoqVkSaI99+He++Fn/4ULrgATjgBrrkGHnpIPFdeLtKmf/oTnHmmsE/RrFXOPRduuQUcDhFtPOccIQw/+AC++AL/l59zT7awSzmx8ERuP/527lpwF9fPvX7/fqcGBvSjAcLj8fDss8926WTt6Ojo9nEYvAkQGRkZmM3mLuPBGhoauk0RpKSkIElSF2PG/Px8ff5gT9x+++1Ywy7hCxcuNFKuQxhrUgqEAuGauXBkTvGj2mWcFuehXdwwY3rWdLbUbmF9Vbhubu5cEd1YvVpENaJSaPPnz2ft2rUxdXNaZM7v99PR0cGUKSIyt3NnI62tvh590gwivPLKZvz+ECkpDs4+e2y329TV1eldw2PHju13VO6ZZ55h+/btmEwm7rjjjoFNeNDYuRNefln8/IMfRIx/e0BVVX7x8S9o7Ggk1ZHKn07/EzazjQxnBhUuM8FQlJgbMwaSkyMTJG64ARIS2FgmPPfy3Hk8cuYjjHCP0N/7UXnixmNP8x6qz72FrPJyaGsTkyhqaiKzX9etE396Ii0NzjhDNHJ0/v3Isj6x4o3il6luq8ZqsnLbcbeR6TI8Lw0iLF68WK/b18a/xUOfYq6lpYWrr766y+Oqqvb4+GClYC0WC3PnzmXDhg36Y83NzezevZtju5nZ53K5mDRpElVVVTGP19bW6i70PWH4zA0frAlJEAxhNhN1sxEiZDfhshiRucFketZ0Xtz0Iuur1xNSQpi0urnWVmHaOmmSvu38+fP5xz/+wY4dO6itrSUjIwOHw4HVasXv99PU1MSECVmYzTLBoMLmzbXMm5ffwysbAPh8QV5+uRgQo7tstq6ndFVVKS0tBcQNsiag+2L37t088YSoU7vqqqvEHNGBoqqi6SEUEinNiy7qc5cdjTtE+h74/am/18VPpiuTZldUmtXthowMERn+85+F1+HZZwOwqWYTALNzZlOQFJvSHZ06miR7Es3eZlYntnLWk0/Grre6WkThNm8Wf4qLIw0S48aJyNtxx4nygj6ueb6gj3+v/TcAF0680BByBl2IDiK1tLQM/mxWt9vNX/7yl34fUFVVfvCDH8S1iN742c9+xg033MBtt91GWloajzzyCNOmTdNHxzzyyCMsXbpUr+n4yU9+wq233sq+ffvIy8vjgw8+oLKy8oA2ahgcXlgSk0ENYZJVUMMnWSVI0CobadZBZnau8JDzBDxsrdvK5MzJ4mK9cycsXx4j5iZOnIjb7aalpYWvv/6ac889F0mSSE5OpqamhsbGRnJzcxk/Pp3i4ho2bqwxxFwfvPNOCU1NXmw2Mxdf3P2Q+8rKStrb25EkiTE9DZzvhKIo3Hffffj9fgoKCrjmmmv2b6EffiiitQC33RZpOOgFrfO0MLmQWTmRFGqGM4OgWaZdG7c6ZkxETM2aFZNu3VgjInNTMrvOeNXsdb4s/5JNNZs4a+xZkSclSdR/ZmeLVCsIgVdZKbpxe6j1q2yt5LUtr/H+9veRJZnCpEIkSWJD9Qba/G1YTVaunnF1n+/dwCBe+vxGORyOuIXQj370owEvqDMXXnghVVVVnHbaadjtdpKTk3nrrbf0cH95eTlbtbEtiBq5xsZGTj/9dFJTUzGbzXz00UeMHDly0NZkcHhjS0xBlkCSFMAEKpgUPz6byUizDjKpjlRGpYxiZ+NOVleuFmJu3jwh5r7+Gr77XX1bWZaZN28eH374oS7mQJRHaGIORBOEEHNGR2tvKIrKf/8rxMp5540jOdneZZtQKMSOHTsAyMnJISGhfw1Ab7zxBmvCBrx33HGHXoIyIDweMW8VRDoybCLdF5/v/hwQ9WXRZISNv+sdiCqKHgRqnaeOylbRKKfNEu7MlMwpupjrE0mCzrNVo3h63dM8uvJRFDXSNFHRWhGzzQ1H3WDYIxkcEPoUc33VmnVH80C9enrguuuu47rrum/dfvDBB7s89rOf/Yyf/exncb3G7bffzrnnnmvUyg0DnE437WYJWVbQenxMapCgzYJZ7v8MSoP+MTtnNjsbd7KqYhXfmf4dOPpoeOEFMXfT44nMvkRYlHz44YcsX75cH+2lNUF0dHTg9XqZOjWTF18UHa2DWbYx3FiyZLc+uutb3+perOzduxev14ssy4zSOjb7oLa2lr/+9a8AfOMb34jfELgzf/ubsKtxOuHHP+7XLnWeOj3FekLhCTHPaSnKkgwTR9eApKX2O6EJNIfFwejU7sfDaSKvpL4Ef8iP1TQw0bpszzL+tkKY/2YnZHPRxItIc6axu2k3ASXAlMwpzMieYaRXDfpk8eLFvP3223Hv1+eVbSB3ZPt1F3eIMGrmhg8J1gQ8FhlJDSI+4iomNRAjKgwGj9m5s3ll8yusq1pHUAlinjULrFbw+8VorxMiF+P58+cDont127ZtTJw4kYSEBCwWC4FAgMbGRr2jtaXFx549LRQUJB2S93W488wzounkpJOKGDGi6+8oEAhQVlYGiCYwh8PRr+M++OCDtLW1kZaWxk033bR/i1yzJtL0cP31oratH3yx+wsAku3JTMuK9c3LcIpjPH52Fhcc/yieojx+9OL5LBy9MMavTRNzk9InIUvdN25MyhBlAEElyNa6rV1eqz/Uttfy689+DYgbm0fPfhST3P8RaQYG0Ryw2awGBkMNl8WFZJXDaVaBSfEj9fNiZhAfWj2TVjeH3R6pW+o0kD0zM1OPEGldrZIk6dG5hoYGcnISSE0V/1dGqrV7+jO6a/fu3QQCAcxmc7/LTD755BN9PONtt91GYmLiwBfp9YoJCAAzZ/Z70gNE6uWOLzi+ixDT0qwBi0xNXjLv71jMvpZ9PLfhOWFeHWZjtUhBT83qPmoJkGhLZGSK+N30K9XaiYrWCm776DYaOxpJcaTw25N/awg5g0OCIeYMhh0uqwtsMhIRixyzYkTmDhRa3RzA6opwkfsxx4i/ly7tMtpLi8515zfX2NiIJEm6Rcn69YaY6w5tdNf06Vndju7yer16iUxRUVG/siUtLS088MADACxYsICTTz55/xb5t78J412rFe68s89JD29ufZPvv/19/vL1X1i+bznQNcUK4LQ49UammvYacQMB+EN+lu8V+4WUEJvrNgM918tpTMkQzRHxiLlmbzN/+PIPXPjShWyoFm4L9yy4RxeaBgYHG0PMhTFmsw4fEqwJqDYTqBEfKqsawOTajyiDQa/MyZ0DwOrKTmKuokIMF49CE3MbNmzA4xGRFG3KS0dHBx0dHcyYIXwk162LtRkygLKyRj79dBcA3/nO9G632blzJ4qiYLPZ+pxLrfHQQw9RV1dHQkICt9566/4t8pNP4MUXxc/XXdfnpIfNtZu574v7WFO5hmc3PKvXr83Ln9ft9lqqNVrMQSSit6NxBx2BDqD7TtZotOe1zte+WFO5hstfu5xXNr9CUAmS587jgdMe4OgRR/drfwOD3hjobFajGjyMUTM3fEiwJoBNRpYiYs6kBJCdhi3JgWJO7hxeLn6ZtVVrRd1cYaEYZVRZCV99FXMxnzVrll4jt2rVKk444QRcLldM3Zwm5nbubKSlxYfbbZgHa2i1cqNGpXQ7uqutrY2KCtFFOXr0aEymvtN+X375Je+88w4At9xyC5mZ+1GoX14Od98tfj7mGDGbtBc6Ah3c8ckdKKpCQVIBKfYUNtdt5puTvtlj93mmK5NdTbvY2bgzpmP0i/IvUFRFj7LlJOaQ5kzr9fW1NGxlayX1nvqY7f0hP3ua97C7eTe7mnaxvWE7H+38CEVVSLAmcONRN3L+hPONxiqDQWOgNXPGJ9Bg2JFgTUCxmUCNpFktih+zEZk7YGhzLjsCHWyu3SwKyY8+GhYtgmXL4PLL9W3tdjszZ85kxYoVfP3115xwwgl63VxNTQ0NDQ1MmDARq9WE3x9iw4Zqjjuuf9Gl4U5VVRvvvivGcl199YxuR3dt374dVVVx/X979x1f0/0/cPx1b5KbPWTIFSIRe0cRYsSsDqMtpUuLUn5otapK0dqjrZbyRUuVFq1VUlTVSGmtokjsHQmJyN7JTe79/P44ySUSkZ2Iz/PxyEPuueecz+ec3PH2Ge+PtTXV7l8b9CESExOZPXs2AO3atTOmjCkSnQ4mToTkZHB1VZbGekT36qJ/FxESH4LGRMP8HvPxquL1yFnM2ek9DoUeAjCuERyXFseJsBOsP6u0Cjar+ugJDbWr1MbC1IK0zDR+u/QbKRkpXIq6xM34m4Qnhee5ylEz12bM6jpLrqkqVRiym1WqdKzNrMm0UKMS9xbiNjfoMLOVsyJLSxXLKtRzUlYIOHora7mu7K7WEyeUwfD3ye5qvX9pr+yu1tjYWDQaE+O4OdnVes/atUHo9QaqVbOlR4/c6Tbi4uKIjIwElGW7CrL81oIFC4iMjMTa2prJkycXLxXM1q3KqgmmpjBvHtjn/547HHqYTec3ATCmzRjj2MtH1SE7xUdovNKF71XFyzgzdUrAFK7HXsdUbcog70fnSDVRmxiPXXp8KatPr+bIrSOEJYYZAzk7czuauTajd73eTOo4ieW9l8tATqpQZMtcFplnrvKw1lhjsDRBpGeCUBoGTPSZmFnLbvTS5FvDl8vRlzly6wjDWw4HHx8wM1Naa44dy5WiZNGiRYSEhBAWFoabm5txEkRaWhopKSl4e2s5eTJcBnNZ4uLS2LpVGR/25pvNMDXNGagJIbh8+TKgrHnr7Pzo5LSHDh1i27ZtgNK96uqaezJFgaWnww/KklX07w9N8594EJcWx/QDSnesT3UfBjQeUOCiHszX1sC5ATXta3I+8jwxqcpa3sNbDjf+B+NRfGv4cjL8pPFcPtV98HTwxNPBk5r2NXGwcChw3SSpOEotz9yTQo6ZqzxM1aYIa3NUMRmAwMQEzPSZsmWulPm6+/Jj4I+cu3uOhPQE7KzsoHVrZUbrgQM5grm6devi5OREdHQ0hw4don///lhbW2Nubk56ejoxMTE0b64EFufORaLT6dFonuyUD+vXnyU9PZMqVSzp06d+rucjIyONCdvr1q37yNat+7tXfX196dOnT/EquHkzREeDuTnksW73/YQQzPlnDtEp0diZ2zGt87SH5oLLy4OrKNR3qk/r6q1ZenwpAI2rNmZQ84KvXDSw2UAaODfAw8FDtrhJ5UrmmZOk+whLS5xtEnCsoqJRQzWm+kwsbKuUd7UqteauzbE0s8QgDBy7fUzZmB3A/fMPGO7l/VOpVHTo0CHrqX+M27K7WqOjo2na1BWVSkVGhp4LFyLL7kIqoJSUDDZuVFZEeO21JlhY5Px/uMFg4MqVK4CSy8/BweGR51ywYAF3797FysqKKVOmFK97NSUFVq9Wfh8wAJzyn3Twx9U/CLih5LOb2GFioVdGeHD/+s71qV2lNj7VfXCycmJ65+mFyvdmZmKGr7uvDOSkx5YM5qTKydoac1U6QwZq6OZniok+E0tL2fJamsxMzGhVTUlRciQ0K4dcdjAXEwNnc+bx8st67vjx48YUJU5ZQUBsbCy2thpq11YC8Ce9q3XLlgskJKRjZWVG//6Ncj0fGhpKSkoKKpWKOg9Zq/R+hw8fLrnuVVBa5WJjwdIS3nor312TdcksPLoQgGdqP0OP2j0KXVyuYM6pPiqViqU9l7Lz9Z14OngW+pyS9DiTwVwWmWeuclFbWaPKzERZiRtQ6bHSyNQkpS0719aRW0eUweNVq0LDhsqTf/+dY18fHx80Gg0ZGRkcO6a05GW3zGVkZJCQkGBMUfIkJw/W6fSsW6fkQHv55UbY2uZM05Kens7169cBqFmzJtbW+b/Ok5KSmDVrFgBt2rThhRdeKF4FDQbYpExioH9/qJJ/C/jKUyuJSY3BysyKce3GFalIR0tHY0uiu727MYkwIFdgkB5rRc0zJ4O5LHPmzJGTHyoRtY0tqsx7s1lR6XN84Eulo20NZZbq3eS73IhT1gWlUyfl3wMHcuxraWlJq1ZKS97fWYGeubk5NjY2gNLVmh3MnTp1B4Mhd4qIJ8Hvv18mMjIZjcaE11/PPang2rVrZGZmotFoCrRs1/3dq59++mnxuldBST0THg4q1SOX7AqND+XnMz8D8M5T7+Bo6VikIk3VpsZj6zvlHj8oSY+rZ555hjlz5hT6OBnMSZWSibUtJpn3kgarVAaszWQwV9rc7dyN445ydbXeuKEklL1PdlfrwYMHMWSNqctunYuJieGpp5Q8aYmJ6Vy5El3a1a9wMjL0/PDDaQB6966Hs3POJLoJCQncvn0bgDp16mBmZpbv+Q4dOsRvv/0GwNixY9FqtcWv5ObNyr/t2yuJoh9CCMGCowvINGTibu/Oq01eLVax2a+z7LQikvQkk8GcVCmZ2tihzszM7mRFqA0PzSYvlRyVSkU7dyW/XHZCV+rWvfclv39/jv2zJ0HExMRw4cIF4N64ufj4eJycLKhZU5mFfOJEGE+aHTsuEx6eiKmpmiFDWuR4TgjBpUuXALCzs8PNLf/B+7GxsUzPWpmhTZs2vPjii8WvYHg4HDyo/P7yy/nuuvvabuNyW2PbjsXMJP/A81Heb/M+AxoP4MUGLxbrPJJUGchgLoscM1e5mNnao87qZhXCgDBFdrOWkezF0f8L/4/E9ESl+61LF+XJffty7KvVaqlXT8kFlt3V6uDggEqlwmAwEBsbS6tWSpDypAVz97fKvfBCfbRamxzPR0REEBcXB0D9+vXz7S4VQjBr1ixiYmKws7Nj2rRpRe9ejYqCWbNg8WJYsgSEAK32XpLoPEQmR/L5oc8B6O7VnY41Oxat7Pt4a735uP3H2JnLiU1S5SHHzBWTHDNXuZjZ2GOqzwAB+sxMMFfLbtYy0sqtFVZmVugN+nutc927K/+eOwdhOYOyjh2VL/b9Wa12pqamxtQa0dHRxmDu5Mk76PUGnhTbtz+8VS4zM9OYIFir1T4yFclvv/3Ggawxi5MnT8bFxaVolUpIgNGjwd8ffvwRdu1Stvft+9Blu4QQzPx7JgnpCThaOjKxw8Tij9OTpEpKjpmTpPuY2zmSER6GLj2N29euIczVspu1jGhMNPjWUGa1HgjOmvTQpImyVifkap3r2rUroAzkD8kaU5fd1RoVFUXLlkoXbXKyjkuXnoxxc0qr3CkAXnyxQa5WueDgYNLT0zExMaFu3br5nis0NJSvvvoKgF69etGtW7eiVSotDT74AK5dA40GnnpKSRBctSrk02W79eJWDoceBuBTv0/lagqSVApkMCdVSuZ2VTBJTmTt53PY88taVOamxR6jIxVcJ09lBuuh0EPo9Dql1SY7iNizJ8e+9erVM473+uuvvwCMS1GlpKRgaQm1ainpLp6Urtbt2y9z505SVqucd47nUlJSuHnzJgCenp5YWFg89Dx6vZ5PP/2U1NRU3NzcGD9+fNEqZDDA5MkQFKT8LefOheXLlXQzO3aAY96zUm8n3GbB0QUA9Knfh44exe9elSQpNxnMZZFj5ioXa2sHNCYqDHo9AKZWD//Ck0peh5odUKvUpGSkcCLshLLx6aeVf8+fz9HVqlKp6JI1pi4gQFkVwMbGBnNzJZ9aVFQUrVoprXNPQjCXkaFn5cp7rXKurjlb5S5duoTBYMDS0hIPD498z/XDDz9w9uxZ1Go1M2bMeGQOuof67rt7qWWmTLmXbsbE5KHdqwZhYNr+aaRmpFLNthrjfIuWU06SniRyzFwxyTFzlYuNxgaV6b1xOaY2luVYmyePnbkdT1V7CnhIV+vevTn2z+5qPXfuHBEREahUKmPrnNLVqrTcnT59h8zMyj1ubtu2S0REJGFmZpKrVS4yMpKoqChAmfRgYvLwBLlBQUGsWLECgMGDB+Pt7f3QffO1bx+sXKn8/tZbUMA1XNcFrePUHSUondppqpyAJEkFIMfMSdJ9bDQ2qDT3Xt5mVnK8XFnr5KG03vwd8jcGYVBmtWZPhHigq7Vp06bGcXIPdrXGxsbi7a0s35SSksH585V3nVad7t4M1hdfrJ+jVU6v1xtTkbi4uOQ7iSEpKYkpU6ZgMBho2LAh77zzTtEqdOUKTJ2q/O7rC+++W6DDjt8+zuJjiwF4rclrtHJrVbTyJUkqEBnMSZWStZk1KrN7L2+NrU0+e0ulIXvcXGRyJGcilOWo6JG1DueFCxAcbNxXrVbn6mp1dHQ0pigRIpW6dZVg79ix22VzAeXA3/+isVVu8GDvHM8FBweTmpqKWq2mfv2Hr3oghGDu3LmEhYVhaWnJ7NmzH5lMOE9xcTBunDLxwd0dZs9+aJfq/W4l3GLC3gkYhIHGVRvzrk/BAkBJkopOBnNZ5Ji5ysVaYw33tcyZyGCuzLnZutHUVVl+6s9rWe+tRo2gZk3l9507c+yf3dV6+vRpoqOjMTU1pUrWOp9RUVG0bVsdgCNHQsug9mUvJSWD778/CUC/fg1ztMqlpqYSnBX8enp6Ymn58GEDO3fuNH6WTZgwgZrZ97sw9Hr45BNlbKOVFXz1Fdg9Op9bakYqH/75IQnpCbhYu/BVj68wNzV/5HGSJCnkmLlikmPmKhcbjY0xmDMDzGxsy7dCT6hnaivvqb3X96I36JWu1p49lSd37lRmSWZp2bIlDg4OGAwG9mWlL7l/3FzbtjUAOHPmLklJujK8irLxyy9niIlJxcrKjLffzplX7v5JD56eng89R2hoKJ9/riTn7dGjBz2z73VhCAHz58Px48rjWbPAy6tAh646vYrrsdfRmGj4qsdXOFs5F758SXqCyTFzknQfKzMrHB3MUAG1zFSYWMtgrjw87fU0apWamNQYjodlBQfPPaf8e+cOnDpl3NfExITuWWPqdmUlo80O5tLS0qhd2xqNxgSDQVS6Wa1xcWn89FMQAAMHNsPR8V7LW2RkJJGRyjjB/CY9ZGRkMHnyZFJSUnBzc2PSpElFS867Zg1s2qT8/n//d29t3Ue4nXCbtUFrARj21DC5ZqoklSEZzEmVklqlxt7BimUu5nzmqMHUVi75Ux6crJyMg9//vJrV1ermpiScBfj99xz7Z7eOBwUFER4ejrW1tTGdRlxctDGB8NGjt8qg9mVn9erTJCfrcHCw4I03mhq3Z2ZmcvHiRUAJbPOb9LBs2TLOnz+PWq1m1qxZ2NgUYWjB7t2waJHye+/eMHRogQ9deHQhOr0ON1s3BjYbWPiyJUkqMhnMZZFj5iofYWWJo4kKjUqFmZVsmSsv2V2tAcEBSgJhgOefV/7dtw/S0437Nm/enKpVlZmru3fvBjA+joyMNHa1HjlSeYK5iIgkNm48B8Dbb7fA2lpjfO7q1aukpaVhYmJCgwYNHnqO/fv389NPPwEwfPhwmjVrVviKnDx5b+ZqmzZKkuACtuwdu32Mv4KVWchj245FY6J5xBGSJOVFjpkrJjlmrvIR96Uj0dg4lF9FnnBdanXBVG1Ksi6ZQyFZa7V266YsCZWcnGN5L7VaTY+sGa/Z/7nKDuaSkpLw9la6XW/fTuDWrYQyvIrSs3z5f+h0erRaG15++V7XZFxcHKGhymSPOnXqPHTSw82bN/nss88AaNu2LW+//XbhK3H9ujJzNSMD6tWDL74AU9MCHSqEYOnxpQD4VPehs2fnwpcvSRJQycfMLV26lBYtWtCuXTuef/554wdcXn777Teef/55evToQevWrfHz8+Po0aNlWFupolDdH8zZOZRfRZ5wduZ2dKjZAYDtl7crG21t7y3v5e+fY//s/1RdvnyZ4OBgbG1tjUtWWVml4+KidLtWhq7W4OA4tm+/DMCIES3RaJTxcAaDgfPnzwNgb2+Pu7t7nsenpKQwfvx4UlJSqFatGrNnz0ZdgPQhOURFwfvvQ2Kiss7qwoVQiJUi/gv/j7N3zwIwuvXooo3TkySpWCp8MLdlyxZmzpzJnj17OHz4MG3btuWFF17AYMg7C/yyZcsYOnQou3fv5vjx4/j6+tKrV6+H7p9NdrNWPirre2OGzGXLXLl6of4LABwMOcjd5LvKxpdeUv49eTJHzrkGDRoY02ns3LkTlUplHCt2f4qSw4cf/xQlS5cex2AQeHlVoWfPesbtwcHBJCcno1KpaNiwYZ4BkhCCGTNmcP36dTQaDV9++SX29vaFq0BCAoweDeHhYGMDixcrAV0h/HDqB0BplWtctXHhypckKYdK2806f/58Bg4caJzVNmbMGAIDA42pCx40e/ZsXsr+kgA6duxIdHQ08fHx+ZYju1krH7XVvdYFS7u8FwKXykY793a4WLtgEAZ2XN6hbGzRArLTbGzdatxXpVLxfNaYut9//x2DwWDsao2Li6N1a2USxLFjt9Hp9GV2DSUtMPAOAQE3ABg9ujVqtRKwJSUlceOGst3T0xNb27zHe65bt469WcuiTZw4Md8xdXlKTYUPPoBr15Qu76++gtq1C3WK85HnOXb7GABDvIcUrnxJknKplN2sOp2O48eP5xjM6+DggIeHB4cOHcrzmJYtWxq7GRITE1m5ciWDBw82Jh+VnhzqrNxymSYqrCzlbNbyZKI2oXe93gD4X/S/t7xX377KDjt2gO5e7rhevXqhUqmIiIjg+PHjODg4GFcx8PIyw8RETVpa5mObosRgEHz11REAvL21+Pl5AEpr24ULFzAYDFhZWVGrVq08j//vv/9YlDXrtG/fvvQp4HqpRhkZ8PHHEBSkrOowdy60bFmgQ/8L+4+BWwYyYNMAJuydAECTqk3kkl2SVI4qdDAXFRVFZmYmjo45W1UcHR0JDw/P99hXXnkFNzc3zMzMjB960pMlw11ZnP2OowZrM7nId3nL7moNSwzjRNgJZWPPnmBmBvHxkLUmK4BWq6V169YAbNu2DbVafd9EiBhjipK//75ZhldQcv744wrnz0eiUqkYN87X2I0aGhpKXFwcAI0aNcozp1xYWBgff/wxBoOBJk2a8NFHHxWucIMBPvsMjijBJJ99Bp06FejQQyGHeO+P97gYdZHrsdcJT1Q+h4d4D5Fj5SSpHBVsulI5y+tD4lEfHBs2bCAjI4MJEybQunVrTpw4kW/epUmTJqHRKNPpn3nmGdnlWglkenkybYgn0XZmrNHIYK68Vberjk91H47dPob/RX98qvuAvb0yEWLXLtiwAe573/Xu3Ztjx47x119/kZiYiFar5fbt28TGxuLjU41jx27zzz8hTJggHqtAIiUlg//9T0mg3Lt3PRo2VMYDJicnc+XKFQBq1KiRZ29CSkoKH374IfHx8Tg6OvLFF18YP7cKRAj4/HPYs0d5/OGH0KtXgQ4NuBHApH2TyDRk4lXFiwGNBxCRFIGrjSt+HgVLLCxJUt7+/PNP47h9na7wK9xU6GDOxcUFU1NTYmJicmyPiYlBq9U+8ngzMzPmzZvH4sWL2bhxY75T9ufMmYNdAdYelB4fNhobrrsp6RyszKwesbdUFl5s8CLHbh9j3419RCZH4mLtAgMGKMFcUBCcOweNlUH0Xbp0wdramuTkZPbs2cNLL72ERqNBp9PRoIEyuzUiIokrV2KoV8+pPC+rUH788TSRkclYWpoxapTS+mgwGDh79qyxe7Vu3bq5jjMYDEydOpWrV69iZmbG/Pnzja2VBWIwKMt0/fqr8vjtt+H11wt06P7g/UzcOxGDMNDQpSH/e+5/2FsUcrKFJEkPdX8jUkJCAkuWLCnU8RW6m9XMzIzWrVsTFBRk3BYfH8/Nmzdp3759nsfMnTs31zk0Gg1JSUmlWlep4rHR3GuJlcFcxdC1VleqWldFb9Cz6XzWklHNmkHTrFUP1q0z7mthYWH8cPP390elUuHq6gqASpWIp6cDAAcPhpRZ/YsrPDyRNWuUz7MhQ7xxdlZel8HBwSQkJKBSqWjcuDGmeeR4W7FiBX9ldUVPnjy5cImBDQZlXNzGjcrjV16BkSMLdOihkEPGQK5x1cYs67lMBnKSVMFU6GAO4KOPPmLt2rVER0cDsHjxYpo1a0a3rBxVixcv5rXXXjPuP3PmTM6ePWt8/P3336PX63n66afLtuJSucsO5sxMzGRG+grCVG3KgMYDANh8fjNpmWnKE9ktRHv3QkSEcf8XXlDG2Z0/f54LFy4YW+QTEhJo2/bxGze3ePExdDo91arZGpftSkxM5Pr16wDUrFkTBweHXMft27ePFStWAPDGG2/Qq4Bdo4ASyM2ceW/G8Ouvw0cfFWh1h39v/cv4PePJNGRS37k+i59bnOM/SZIkVQwVPpjr27cvU6ZM4emnn6Zdu3YcPnzYOCAaICQkxLh2ISgtc8OHD6dz5860a9eONWvW8Pvvv9OwYcN8y5F55iqfuo51UavUNHTO/28vla2+DftibmpOQnoCO6/sVDZ27QparRJ4bNhg3LdRo0bG9+6mTZuwt7c3JhCuX1/pQj93LpLo6JSyvYgiCAqKYPfuawCMGeODubkper2es2fPIoTAxsaG2nmkBrl06RJTs5bZ8vX1ZcyYMQUvVK9XJjhsz0rWPHgwjB1boEDuZPhJPtz9ITq9jjqOdVj6/FLszOVQFEkqTUXNM6cSQohSqM9jIyEhAXt7e+Lj4+WYuUooKiUKO3M72TJXwcz9Zy6/XvgVTwdPNvbfiFqlhjVr4JtvlNUhduwwrkKwbds2ZsyYgUajYdeuXdy5c4ebN29iYWHF9OnXiItLY+LEDjmWwqpoDAbB4MH+nD8fibe3lhUreqNSqbhy5QrBwcGoVCp8fHxyfQaFhYUxZMgQoqOjqVmzJqtXry7451RmJkyZorR2ArzzDgwfXqBALvBOIO/+8S6pGal4OniyvPdyHC1lrkZJKgtFiUsqfMucJBWHs5WzDOQqoNebKt2qwXHBHAw5qGx88UUlgEtMhE2bjPv26NEDOzs7dDod27dvx81NSTmTlpaCr6/S1bpv3/UyrX9h/frr+VypSGJjY7l5U+ki9vLyyvWhnZCQwJgxY4iOjsbBwYGFCxcWPJDLyICJE+8FciNHwogRBe5aHb1zNKkZqbjbu7Os5zIZyElSBSeDOUmSypyHg4dxQfbl/y1HCKG0yL3yirLD2rXKCgUoEyGyk+Ju2rQJKysrY1DTuLHS1frff+HExqaW7UUUUHR0CkuWKKlIXn65IQ0buqDT6Thz5gxCCOzt7fHMXgkji06nY+zYsQQHB2Nubs7ChQuNS5w9kk4H48fD/v3K4zFjYOjQAh0acCOAD/78gLTMNDwcPPiu13fKjGNJkio0GcxlkWPmJKlsvfPUOwBcjLrIPyH/KBtffx0sLSEu7l4KDeDll19GpVJx69YtDh8+bGydc3bWYWurwWAQ7N8fXMZXUDALFx4lKUmHo6Mlo0a1RgjBuXPnSE9Px9TUlKZNmxrHAIOSgmTKlCkEBgaiVquZO3cuTZo0KVhhiYnw7rtwMKu188MP4a23CnToxnMbmbh3Ihn6DOo51WNF7xVUtS7cOq2SJBVPpV2btazItVklqWzVd66fu3XOwQH691d2+OknSE8HlCS6HTt2zNr8E1qtFrVajRB6WrdWWo727btR1pfwSCdOhPHHH1cBGDu2Lba25oSEhBAVFQUoEzwsLS2N+wsh+PrrrwkICABgwoQJ+PkVMCHv3bvKuLiTJ5Xu1IkTC5RHziAMfH3ka7449AUGYcBb6813vb6TXauSVA4q5dqskiRVbnm2zg0cCObmEBMDmzcb933zzTcBOHnyJJcvX8bFRQniGjQwB+DYsdvEx6eVYe3zl5GhZ948pYWsVSs3nn22DgkJCTlWecjOm5fthx9+YP369QC8/fbb9OvXr2CFXbigzFS9ehU0Gpg3D15++ZGHpWWmMWHPBH4+8zMAPWr3YGnPpdia2xbwKiVJqghkMCdJUrm5v3VuyfEl6A16cHRUVoUAWLlS6ToEvL29aZqVXPinn34ydrVWq2bAysoUg0Fw4EDFyTm3Zk0QwcFxmJqqmTixA3q9nqCgIGMaknr16uXY/+eff2bZsmUA9OrVi5EFTOrL3r0wbJjSMmdrC//7n7JE2iPEpMYwYscI/gpWEhG/3eJtZnWdJScMSdJjSAZzWeSYOUkqH6Naj0KtUnMt5hr+F/2VjUOGKIFJQgKsXg0o6zFnt8799ddfpKSkYGFhgampiubNHQDYtetq2V9AHsLCEvn++5MAvPVWczw87Llw4QKpqamYmJjQtGlTTExMjPtv3bqVr7/+GoBu3brx6aefPnq9WYMBli5VulPT08HDA378EZ566pH1O3v3LG9ufZNzd8+hVqmZ4jfF+HeQJKn8yDFzxSTHzElS+fCq4kW/hkp34rITy0hMTwQ7O2XtUIBffoE7dwDo3LkzNWvWxGAwsHbtWqpXrw5Ao0ZmABw/HkZkZHLZX8R9hBDMm3cQnU6Pm5stb7/dgtDQUO5kXUP9+vWxsbm3isKuXbuMY2Tat2/PrFmzcgR6eUpMVJL//vCD8tjXVwl6HzHjVQjBxnMbGbZtGBFJEVhrrPnm2W94scGLRb1cSZJKkBwzJ0nSY2tEqxHYaGyIS4vj+5PfKxtfeQWqVVNSbSxdCoBarTa2zm3btg1TU1NUKhVeXubY2JgghODPP6+V12UASuvg4cOhAEyY0J7U1EQuX74MgJubm7F7GODAgQN89tlnCCFo2bIlX3zxBWZmZvkXcP06DBoEhw4pjwcNupdsOR+pGal8+tenfHHoCzINmdR1qsval9bi6+5b9IuVJKlCkMGcJEnlzsHCgeEthwOw/tx6rkRfUQbyjxql7LBzJ5w6BSjjydzc3MjMzGTt2rVUrVoVtVpFixa2WbteKZdrAIiNTWX+/CMAPPNMbVq2rGocJ2dnZ0eDBg2M3acHDhxgwoQJGAwGmjRpwoIFCzA3N8+/gP37lYkOISFgYQFz5sB774E6/4/y67HXGeQ/iF1XdwHQu15vVr2wCnd79+JesiRJFYAM5rLIMXOSVL76N+qPVxUv9AY9M/+eqUyGePZZaNFC2WHuXMjIwMzMjKFZSXB/++0341qtTZqYYzAYuHw5muvXY8vlGr7++gjx8WnY21swdmwbgoKC0Ol0mJmZ0axZM2P36Z49e/j444/JzMykfv36LFq0CCsrq4efWKeD+fPho48gJQXc3JQu1h498q2PQRhYG7SWgVsGcj32OhoTDVP8pvBZp8+wMLUoyUuXJKkEyDFzxSTHzElS+TIzMeOzTp+hVqk5H3medWfWKfnSPvkETEyU7sWflRQaPXv2pHr16uj1ejZs2IC1tTXu7pa4uChdlH/8Ufatc4cPhxpzyo0b50tkZCjx8fGoVCqaNWtmzCe3c+dOJk+ejF6vp3Hjxixbtiz/ZbpCQpQJIVkpS2jbVlnH9oHZsA+6nXCbEdtHsPDoQnR6HTXta7Kyz0pebPDioydXSJJULuSYOUmSHntNqjbhtSavAfDtiW8JiQ8BLy8l9xzA8uVw+zampqYMGzYMgO3bt2NpaYlKpaJpUwuEEPz++xUMBlFm9U5JyWD2bCVPnq9vDZo1s+TWrVsA1KlTB0dHJQHvtm3bmDp1KgaDgebNm7N06dL8A7nff4c33oBLl5SAdswYWLQI7O0feogQgi0XtvDqr69y6o7SNf1ak9f4ud/PNHRpWEJXLElSRSKDOUmSKpSRrUdSw64GOr2OT/Z9gk6vU/KoubkpKTimTgWDgeeffx5PT0/jzFaNRoOPjwOZmRncvZvMkSOhZVbnJUuOERGRhKWlGaNGNePixYsAuLq64uHhAcDGjRuZMWOGcbLD4sWLsba2zvuE8fEwebJyrampyrWvXKkszZXP+LiQ+BD+b8f/MeefOaRmpFLNthrf9vqWce3GyW5VSarEZDCXRY6Zk6SKwcLUgpldZmKiNuFS1CUWHl2orNc6darS7Xr6NKxdi4mJCe+//z6gTCbQ6/VUqaKhTh0laNm69WKZ1DcoKIKNG88D8M47zYmIuIoQAltbWxo1agTAt99+yxdffAFA27Zt+eabbx4+Ru7AAWVJs+zPox49lO7lfNZnTclI4dsT3/Lq5lf5L/w/APrU78P6futp5daqhK5UkqTSVtQxcyohRNn1RVRACQkJ2NvbEx8fn393hyRJZWpt0FolkAPmdZ9Hd6/usGABrFsHZmbw00+IOnUYPXo0x44do3Hjxrz11lucPh3Ljz/ewcLCnJ0738DZOZ+JBcWk0+l5440t3LgRS6NGLowY4UpKSnJWK6EPGo2GuXPn4u/vD0CXLl2YPXs2Gk0eqyzEx8OXX8IuZcYptrYwfjw895wSxOZBb9Dz26Xf+PbEt8SkxgDgbu/OpA6TaF29dWlcsiRJpawocYlsmZMkqUJ6o+kb+Hkoi8xPPzCdi1EXYfRoZQxdRgZ88gmq1FQ++OADVCoV586dIz4+nsaN7bC0FBgMgm3bLpVqHVetOsWNG7GYmqoZMKAqKSnJqNVqmjdvjkqlYvz48cZArl+/fnz++ee5AzkhlCW5+ve/F8h17AgbN8Lzz+cZyAkhOBhykNd+fY05/8whJjUGSzNL/q/V/7G+33oZyEnSE0YGc5IkVUgqlYppnafhbu9OakYqH+z6gAhdLMyereSgCw6GmTOpV7cuffr0AWDVqlWoVAIfH3syMjLw979YahMhrl2LYdWq0wD07Fkdc/MUABo1aoRKpWLUqFH8/fffAIwcOZKJEyeifnC8W0iIkidu4kSIiVFa46ZPh6+/BheXXGUKITh2+xjDtg3jg10fcD32OmqVmr4N++L/ij/DnhqGuekjctVJklTpyGAuixwzJ0kVj525Hd88+w32FvZEpUTx/q73SaypVdKVAOzZA+vX895772FnZ0d4eDhXr16lfXsn0tPTCQtL5OjRWyVeL4NBMHPm32RmGtBqLWjZUvko9fT0JCMjgyFDhhAUFIRarWbKlCkMHTo0ZzqQ9HT49ltllYujR5Vt3boprXE9e+ZqjRNC8O+tfxm6bSijfh9FYEQgAH4efmx4eQOTOk7CycqpxK9TkqSyJcfMFZEcMydJFd/pO6cZ+ftIMvQZNHJpxJLnl2A7fxFs3arM7vzmG7ZFRjJjxgxsbGwYO3Ysq1dHcP16Bu3be7J0ac8Src9PPwWyaNG/GAx6Ro6sjqenJS4uLuj1esaPH09CQgIWFhbMmTMHPz+/ewcKAX/9BQsXQliYss3dHT7+WFlf9QEGYeBA8AHWBK0hKCLIuN23hi/vtHyHZq7NSvS6JEkqf0WJS0xLuU6SJEnF5q31Zm63uUzYO4Hzked59493WfL+AmwuX4Zz52DCBHqtWME2b29Onz7NiRMn6Nq1BRcuBHPs2G0uX46mXr2Sabm6fj2WZctOYDAYaNfOFk9PS2xsbAgJCWHOnDlkZmbi4uLCggULaNCgwb0Dz5xRJnAEZQVlGg28/baSbuSBcXRJuiS2XdrG+rPrCUsMM26XQZwkSXmRLXOyZU6SHhsBNwKYuHciBmGgnlM9FreZjtOocUorV9WqXJ82jTfefx+NRsOwYcNYtSqBqCjBSy81Zvr0LsUuX683MGTIb5w7dxc7OwMffeSFtbU5Fy5cYOXKlQDUq1ePhQsXUrVqVeWg27fhf/9TuoSzde+ujJWrXj3H+a/GXGXrha1sv7ydlAxlDJ5apaazZ2febPYmTV2bFvsaJEmq2IoSl8hgLuumjR49mt69e8slvSSpggu4EcCkfZPINGRSzbYaSxt9jPsHn0FiInh48FO3biz64Qd8fHxwcvJl48a7ODjYsWPH67i4PCRJbwGtWnWKJUuOk5aWypgxHtSqZc2hQ4fYsWMHAH5+fsyaNUvJIXf3rrJ+qr8/ZGYqJ2jWDD74QPk3S7IumT+v/Yn/RX/OR543brfWWPNSg5cY0HgAbrZuxaq3JEmPhz///JPt27ezZMkSGcwVhmyZk6THz4mwE4zbPY5kXTI2Ghu+qvomLeesgrQ0DF5evGNuzoVr1+jf/xV++QVSUlQMH96GMWPaFLnMq1djGDhwC0lJKfj5OdC7twt79+7lwIEDAAwcOJAxY8agjo6G1athyxYlhQpAjRrKUlxduoBKRaYhk2O3j/Hn1T/Zd2MfaZlpxnJqO9amX8N+9KrXCyuz0suRJ0lSxSRb5opABnOS9Hi6FnONMbvGEJEUAcDHZp3pv+IQKl0Gt6pX57W7d/GsUwcLizYcOJCGk5M927cXLYlwZqaBwYP9CQoKw8EBPvjAnb///ouDBw+iVquZOHEifTt3VoK4zZtBp1MOdHVVliLr1QuDqQmn75w2BnBxaXHG81uZWfFsnWd5of4LNHJplHPmqyRJTxQZzBWBDOYk6fEVmxrL5IDJHLt9DIAXY6oyfssdzA1qdpqZMTU1lef69GXbNit0OlMGDmzJpEkdC13OihX/8b///Ut6eiojR7oREnKCAwcOYGNjwxdTpuBz/jxs2KCkHAGoWhXefpuU57rz791T/BPyDwdDDhpXaQBlLFxrt9Y8W+dZunt1x9LMskTuiSRJjzcZzBWBHDMnSY83gzCw/L/l/HDqBwzCgHeIjjk703FR2zIvIYEjXl64VO/OgQMGbGys2bZtIDVr2hf4/CdPhvPOO7+RlJRM+/ZWaLWh7N27l2rOzixs04Zae/dCaqqys5MTsa+9xD5vOw6EHeFE+Aky9Bk5zuet9eaZ2s/QzasbjpaOJXkrJEl6zMkxc0UkW+YkqXIIigjis78+41bCLbzCUpn6axTVcWJMRBS2fV7k4PFapKSY8sILTZk//9kCnTM2NpUBAzYSEhKFs7Oge/dk9vzxO41MTJivUuGg0yGAJBszjnSrz091krmYeCPHOTQmGnyq++Dn4UeHmh2oal21FK5ekqTKotK2zC1dupQVK1ZgaWmJg4MD3333He7u7iWyvwzmJKnySM1IZdmJZaw/ux6X6DTGbQzFMc6MKQl6XHuOYe9+UywtLVmy5EW6dfPK91x6vYF3393Bvn2XAR39+gqObP+Z55OTGeNYBV1GClFmGWxqbcm2puaka+4tqONs5UzHmh3p6NERn+o+WJhalPKVS5JUWVTKYG7Lli2MHj2aM2fO4OzszIwZM/D39+fEiRO51zkswv4ymJOkyudy9GXmHZzH1ZunGOV/G8dLiSxz8CS6ykBuhoCjkw3btg3G3T3v7laDQTBp0m42bw5Ep9PxXDcDwQErGSzSaWdu4I4mnR1tHAl4qooxiGvg3AA/Dz861uxIfef6qFVytURJkgqvKHFJhf+0mT9/PgMHDsTZ2RmAMWPGEBgYyL59+0pk/2xybVapIpGvxeKp51SPlX1WMq33V2x6pz1Hu7vyZlww1U32Y21lIDoqgTcH/khqakauY4UQfPzxb/zy83F06en4eGdy98D3vJdxl5r2qSzrYsMHo2qzr301fOp0YlLHSex8Yydr+65leMvhNHRpWGkDucr4unzcrqki1re861TW5ZdmeUVdm7VCf+LodDqOHz9Os/sSbDo4OODh4cGhQ4eKvf/95syZIyc/SBVGeX84VgYqlYqutbqy4ZVNeE9axIGx7elx91+aVT2FWiW4di0OnxYzWbn0V+MxW3/ZTftWU9m4PgiDwUCT+qlUCfyOYVbxHOjjxryP2mL35jC+6PUNAYMCWPDsAvo27PvEjIOrjK/Lx+2aKmJ9y7tOlSmYe+aZZ5gzZ06hj6vQwVxUVBSZmZk4Ouac8eXo6Eh4eHix95cqjvL+MJDKRnn8nU3VpvSp34cF43bjvmU97ZtE0bLGFUzUEJdkyrQ556hfZyr1a09lzPijhEaYIoAGNeNoF7mSegMbErZyHkNn/c62t3YxqeMkOnp0LJdxcE/a++Rxv96KXv+KUr/yqkdZllvaZZmW6tlLSF4JNPNLqlmY/bOHDCYkJBSxdlJJ2L59O76+vuVdjQpDp9NVytdkef+dfap3wGfeDrrePMPa2YvYd74W4TFWpKSZGPep6pBOyxoXyHQI5/WFR3C2cjY+l5iYWB7VNirv+1fWr8uyuN7SvKbSqH9J1rek6lfcOhW3HkUtv6jlFqW8wpSVfe5CTWkQFZhOpxOmpqZizZo1ObbXqlVLTJ06tdj7CyFEaGioAOSP/JE/8kf+yB/5I38qzE9oaGiB46UK3TJnZmZG69atCQoKMm6Lj4/n5s2btG/fvtj7A7i5uREaGoqtra1cQkeSJEmSpHIlhCAxMRE3N7cCH/NYpCZ59913OXPmDE5OTsyaNYtff/2V//77D7VazeLFizl8+DC//PJLgfaXJEmSJEmqTCp0yxxA3759uXPnDk8//TQWFhY4ODiwbds2Y2AWEhLCxYsXC7y/JEmSJElSpVLgDtnH2JIlS4S3t7fw9fUVzz33nAgJCclzv/j4eDFt2jTRvn174efnJ5o3by6+/PJLYTAYyrjG0pOgoK/L+6WkpAhPT08xaNCg0q9gJVfY+79mzRrRrl070bFjR9GkSRMxYsSIMqpp2SnMPTl16pTo1q2b8PX1FT4+PuLll18Wt27dKsPaFl9kZKR45ZVXhKenZ3lXxaigdSrL76ui3KeS/KwqbPnFfa8WprySfB8YDAbxww8/CD8/P9GlSxfh7e0tRowYIWJjYx95bKUP5n799Veh1WpFZGSkEEKI6dOnixYtWgi9Xp9r3+3btwtvb2+RlJQkhBDi+vXrwt7eXixevLhM6yxVfoV5Xd5vypQpwt7eXgZzxVTY+//jjz+Kdu3aibi4OCGE8mHfo0ePMqtvWSjMPTEYDKJGjRpi/Pjxxsf9+/cX3bp1K9M6F8eZM2dEp06dxKhRo4SHh0d5V0cIUbg6ldX3VVHvU0l9VhW2/OK+VwtTXkm/DxITE4W1tbW4dOmSEEKI5ORk0aZNG9GvX79HHlvpgzlfX1/x0UcfGR/HxsYKtVotdu/enWvfwMBAsW3bthzb+vbtK5599tlSr6f0ZCnM6zLb1atXRfv27cWbb74pg7liKsz9z8zMFNWqVRN//vlnWVaxzBXmnkRGRgpA7Ny507htyZIlwtraukzqWhLCw8NFWlqaWLVqVYUJ5gpTp7L6virKfSrJz6rClF8S79XClFfS74O0tDTx5Zdf5ti2aNEiYWlp+cgW10o9kKywK0I0a9aM3r1759iWkpKCq6trqddVenIUdaWSDz74gK+++kqO/yymwt7/wMBAwsPDiY6O5plnnqFdu3a88847REZGlmW1S1Vh74mzszN+fn5s3rwZvV5PWloa/v7+dOzYsSyrXSxarRZzc/PyrkYOhalTWX1fFeU+leRnVWHKL4n3amHKK+n3gbm5OR999FGObSkpKVStWvWR2TYq9bdCcVeEiIyM5NChQ4wdO7a0qig9gYryuvT398fV1ZU2bdqURRUrtcLe/2vXrgGwcOFCNmzYwD///ENGRgZPP/00BoOhTOpc2or6mrx58ybu7u54eHhgY2PDhg0byqK6Uh4qyvdVeX5Wlcd7tTTfB0IINm/ezMcff/zIfSt1MJetsCtIgHIThw8fzsyZM2nevHlpVU16ghX0dZmamsqMGTOYO3duWVTriVHQ+5+eng7AyJEjcXBwwMTEhClTphAYGMjBgwdLvZ5lqaD3JCMjg+7du1O7dm1CQ0MJCwvDxcWF0aNHl0U1pQdUlO+r8v6sKuv3amm/DxYuXEjNmjUZOXLkI/et8KlJisPFxQVTU1NiYmJybI+JiUGr1eZ77HvvvUeLFi14//33S7OK0hOosK/LOXPmMHToUFxcXMqqipVaYe9/dmvV/Qk83d3dAbh582Yp1rTsFPae7Nu3j5MnT+Lv74+JibIU2pQpU6hZsybDhw9/rLpbK4OK8n1V3p9VZf1eLc33wfr16wkICGDTpk0FWtCgUgdzRVkRApQ3hrOzM5999hkAZ86coWnTpqVeX+nJUNjX5f79+1GpVGzatAnAmFexc+fODB06lDfffLNsKl5JFPb+t2rVCrVazZ07d4zbssfgZH9RPO4Ke08yMjIA0Gg0xm3Zvz8YEEqlqyJ9X5X3Z1VZv1dL632wYcMG1qxZw5YtWzA3N+fKlSvUrFkz/7F8RZpy8Rj59ddfRbVq1URUVJQQQoiZM2cKb29vodfrRWxsrGjXrp3Yv3+/cf93331XjBkzRiQmJhp//Pz8yqv6UiVV2Nfl/QYNGiRnsxZTYe//wIEDRceOHUV6eroQQoiJEyeKpk2bioyMjHKpf2kozD2JjIwUjo6OYubMmcbjZ86cKezt7UVERES51L+oKtJs1mx51am8v68KWqf7leRnVUHLL6n3akHKK433wfr164Wfn5+4e/eu8W/6xhtviBs3buR7XKUP5oRQpgq3aNEiVyLMsLAw4ejoKDZv3iyEEGLTpk15LnZb0d7oUuVQ0NdltitXrohOnToJV1dX4erqKjp16iSuXLlSHlWvFApz/5OSksSwYcNEo0aNRMeOHUW/fv0KtQj246Iw9+Tff/8VXbt2Fb6+vqJt27aic+fO4vDhw+VV9UJLSUkRnTp1EvXr1xfm5uaiU6dO5Z5TNL86ldf3VWHqlK0kP6sKW35x36uFLa8k3wfh4eHCxMQkz7/ro4K5Cr82qyRJkiRJkvRwT8RsVkmSJEmSpMpKBnOSJEmSJEmPMRnMSZIkSZIkPcZkMCdJkiRJkvQYk8GcJEmSJEnSY0wGc5IkSZIkSY8xGcxJkiRJkiQ9xmQwJ0mSVMkZDAaSk5PLrfzExMRyK1uSngQymJMkKU/NmjXDysoKlUqFk5MT3bt3z/H87t27UalUrFixIsf2zz//HK1Wi1qtRqvVcvLkybKstlHPnj1xdHREpVKxevXqcqlDUZR0vYODg2nTpg2XLl0qfuWKqGfPnvz888/lVr4kVXYymJMkKU9BQUF8+umnACxatIi9e/fmeD4gIACAffv25dg+YcIE9u7di4+PD3fu3OGpp54qmwo/4Pfff2fLli3lUnZBTJs2DZVKRXBwcI7tJVnv8PBwOnbsyFtvvVVufweA77//ng8//JB169aVWx0kqTKTwZwkSQ/VtWtX4F7gdr99+/ZhZ2dHQEAAD64KGBAQYDxWKj+jRo3Cw8OD9957r1zrUa9ePaZNm8bIkSMJDw8v17pIUmUkgzlJkh6qVatW2Nvb52p9i4uLIzw8nNdee43IyEjOnDmT4/mAgAC6detWllWVHnD27Fn8/f0ZN25ceVcFgLfffhtTU1O++eab8q6KJFU6MpiTJOmhTExM8PPz4+bNm1y/ft24ff/+/XTq1MnY+nZ/sGcwGPj3339p3749AAcOHODVV1+lVq1aODs74+7uzvvvv09SUpLxmGeffRZzc3NUKhVardY4Du/kyZNotVpMTU1xdnbm2LFjAKSlpfHpp5/i5eWFo6Mj1atXZ8SIEURGRhbougwGA19//TUNGzbE0dERV1dXXn/99RzXOHv2bLRaLSqVisGDB7Np0yZatGiBnZ0dbdq04cSJE7nOGxkZycCBA6lSpQpubm48/fTTnD17FpVKhaWlJVqtlqtXr9KsWTPmz58PQOvWrdFqtWi1WmJiYnLVc9q0adSpU4cqVarw0ksvcffu3QJd44YNGwBytZDWr18fGxubHF28oaGhaLVaNBoNnp6exn1/+ukntFotJiYmdO7cmQMHDtCmTRvs7Ozw8fEx/j2+/vpr6tSpg7OzM0OGDMlzsoVGo6FDhw6sX7++QPWXJKkQhCRJUj4WLFggALFixQrjtnfffVd8//334u7du0KlUomePXsanzt+/Ljo3Lmz8XG/fv1E586dRWRkpBBCiFOnTgl3d3fRv3//HOVMmDBBAOLUqVM5tt+9e1c4OTmJlJQUIYQQer1e9OjRQ1SvXl2cOHFCCCHE1atXRdOmTUW9evVEYmKi8di//vpLAGLVqlU5zjl06FBha2sr9uzZI4QQ4s6dO6JLly7CxcVF3Lp1K8e+gGjYsKH45JNPRHp6uoiNjRU+Pj7C2dlZpKamGvdLT08XzZs3F+7u7uLcuXNCCCECAwNFmzZtBCAGDRqU47xTp04VgLhx40aue55d7+bNm4tNmzYJg8EgLly4IJycnESvXr1y7Z+Xzp07C61Wm+dzDyu7U6dOwsPDI9f+Hh4eolatWmLkyJEiJSVFJCQkCF9fX+Hi4iKWL18u/P39hcFgEIcPHxYmJibik08+ybPcjz/+WAAiJCSkQNcgSVLByJY5SZLylVfr2759++jatSsuLi40bdqUv//+m8zMTCD3eLnatWvz5Zdf4uzsDIC3tzeTJ09m06ZNXLlyxbjf4MGDAfjxxx9zlL9u3TpeeuklLC0tjY93797NzJkzadmypbGMr7/+msuXL/Ptt9/mez3//PMPK1euZOzYscYZuq6urixfvpzIyEjmzp2b65iYmBhmzJiBRqPBwcGB4cOHExUVxZEjR4z7rFy5ksDAQCZMmECjRo0AZUZwccareXl58fLLL6NSqWjQoAE9e/Zk165d6HS6Rx575coVXF1di1z2g27fvs3MmTOxtLTE1taW4cOHExkZyd69e3nhhRdQqVT4+vrSrl07Nm/enOc5tFotAJcvXy6xekmSJLtZJUl6hKZNm1K1alX++usvQJkhmZ6eTq1atQAl2EtMTDR2uT04Xu7zzz+nVatWOc5Zt25dAC5cuGDc1qBBA3x8fFi3bh0ZGRnG7atXr2bQoEHGxxs3bgSgR48eOc6ZHdj9+eef+V7Pw46vU6cOdnZ2eR7/1FNPYWpqanzs7u4OkGMw/7Zt2wCly/h+nTt3zrc++Wnbtm2Ox9WrVyczM5OoqKhHHhsdHY21tXWRy35QnTp1cHJyylEXINfftkaNGty6dSvPc2TXJzo6usTqJUmSDOYkSXoElUpF586diYiI4OzZswQEBNClSxfj8/e33GVkZBAYGIiPj4/x+du3b/Pee+/RpEkTXF1d0Wq1vPzyywC5xogNHjyYyMhI/vjjDwACAwNJSkqiQ4cOxn2uXr0KKMFb9lgzrVZLw4YNsba2znXOB2Uf/+KLL+Y4XqvVIoQgNjY21zHZrYrZNBoNQI4Wshs3bgBQrVq1HPtmt0YVRUHKfRidTpcjAC2uB+tiZmaW53aNRkNqamqe58iuT0HqL0lSwZXcO12SpEqra9eubNy4kYCAAE6fPp0jgXCnTp0wMTFh3759dOnShRYtWhi/tBMTE/H19UWlUrFlyxaeeuopVCoV+/fvzxEQZnv11VcZO3Ysq1evpk+fPrla5QBjGpRr164VqeUp+/j9+/fTuHHjAh2jVj/6/73Z5xUPpGkpjoKU+zBWVlY5WjgLwmAwPPQ5lUpVqO15yQ7irKysClUvSZLyJ1vmJEl6pOxu04CAgFxj4uzs7GjVqhVHjhxhx44dObpY9+3bR2hoKKNHj6Zly5aP/OKvUqUKffr0YceOHdy5c4dffvmFt956K8c+9erVA5QWvwddunSJoKCgfMvI7/iQkBBjd3FheXl5AXDnzp0c2x98XFaqVatGXFxcvvtkj3PMVtDZwEWVXR83N7dSLUeSnjQymJMk6ZHq1KlDzZo12bVrF9bW1rm6Drt27YpOp2Pp0qU5Aj1zc3Mgd+tNaGjoQ8saNGgQGRkZDBo0iEaNGuHh4ZHj+QEDBgDg7++fY7sQgldeeSXXShUPetjxAO+99x5r167N9/iH6d27N4Cxizjb/v3789w/u1UxO6Bas2ZNnsmZi6px48Z5Bqz3u//5yMhIrl27VmLl5+XWrVuo1WoaNmxYquVI0pNGBnOSJBVIly5dSE9Pz3Nlh+xtZmZmNG/e3Li9Xbt2VKtWjSVLlnDx4kVAmWU5a9ash5bz7LPPotVq2b17t3GG6/1ef/11nnvuOb744gv++ecfAFJSUhg3bhxpaWkMHTo03+vo0KEDI0aMYNWqVWzduhUhBBkZGXz11VccPXqUjz766JH3Ii9Dhw6ladOmfP7555w/fx5QlkR7WHDYoEEDAM6fP096ejrz5s0jPj6+SGXnpVu3biQkJHDz5s2H7rNkyRLS09NJSUlh0qRJ1KhRo8TKz0tgYCCtW7fG3t6+VMuRpCdOOaZFkSTpMfLTTz8JQGzZsiXXcykpKcLc3Fz07ds313OBgYGiR48ewsHBQXh5eYkePXoYc9fZ2dmJZ555Jtcx48aNE9bW1iIpKSnPuqSnp4vp06eL2rVrCxcXF1GrVi0xbNgwcfv2beM+zz//vKhSpYqxnBYtWhifMxgMYtGiRaJx48bCyclJeHh4iAEDBoiLFy8a91m+fLlwdXUVgLCwsBCurq5CCCHGjBmT47z31z8iIkK8/vrrwt7eXlSvXl307t1bXL9+XQBiyJAhOa5Br9eLoUOHChcXF1G9enXxzjvvCL1eLwYPHpzj/C+99JIQQohWrVoJa2trAQhnZ2cxffr0PO9NtqioKGFpaSkWLFiQ67nsPHPNmzcXdnZ2onHjxmLPnj2iU6dOQq1WC1dXV7Fu3Trxxx9/CFdXV6FWq4WZmZlwdXUVN27cEKNHj85Rxz59+ojMzEzh6uoqLCwsBCBcXV3F8uXLjWWGhYUJMzMz8d133+Vbb0mSCk8lRAmO1pUkSZJyiIiIQKvVMn78eL744osyLXvGjBl89913XL161ZinD2DatGlMnz6dGzdu5FjxoTS9//777N27l9OnTxtnwkqSVDJkN6skSVIJ6dChQ65JBdmJhf38/Mq8PpMnT6ZNmzb069eP9PT0Mi8/2+rVq9m0aRNbt26VgZwklQIZzEmSJJWQo0ePMnnyZGPglL0ihJ+fH88//3yZ18fExITNmzfTvn17AgMDy7z8bMeOHePff/81ziSWJKlkyTxzkiRJJWTevHls3boVLy8vUlNTsbW1pX///kyfPr1YOeOKQ61WM3ny5HIpO9vSpUvLtXxJquzkmDlJkiRJkqTHmOxmlSRJkiRJeozJYE6SJEmSJOkxJoM5SZIkSZKkx5gM5iRJkiRJkh5jMpiTJEmSJEl6jMlgTpIkSZIk6TEmgzlJkiRJkqTH2P8DuFQKbwuUzVEAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.clouds import vary_one_parameter\n", "\n", "param_name = 'f_cloud'\n", "vary_list = [0.1, 0.25, 0.5, 0.75, 1]\n", "\n", "\n", "vary_one_parameter(model_MgSiO3_reflect, planet, star, param_name, vary_list,\n", " wl, opac_mgsio3, P, P_ref, R_p_ref, PT_params, log_X_params, cloud_params,\n", " spectrum_type = 'emission', y_unit = 'Fp/Fs')" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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gcuXKrFixItd9T01NZfbs2XTt2pUnT55ke+7169epV68eERERXLx4kZCQEFavXs2iRYvo0qVLun9gQUFB1K9fnytXrvDPP/8QERHBmjVrWLBgAcOHD8/Qdu/evQkODs7wMWjQIKpXr55uHcawYcPw8fHhl19+4enTp9y9e5eSJUvSrl07fv7553Ttfvvtt6xYsYK5c+cSGBjIs2fPGDRoECNHjmTs2LH689atW8fFixdz/dwEQfhva9mypf6Hc0pKCtevX8fNzY169eoREhKiL0N2+fLlArm/iYmJPnjatm0bLVq04N9//yUxMRGQdnS2bNlSH1CFhoby6NEjQNoJW7ly5UxH5QCeP3/O6tWrqVOnDp6entSvXz/TgCcyMhJra2tA+j//VZcuXQKk4Ov8+fM0b948V+/NyMiIyZMn87///Y/atWtnOJ7TM546dWqGAQZnZ+dM7zVlyhR27txJaGio/rX79+/z559/6n9GzJw5kwcPHuiP+/n5ZTnwsXTpUi5cuJDpR0FPsbZt2zZPeebENGsRoVAoaNasGUeOHGHIkCGMGzcOc3Nzhg0bluO1ixYt4tKlS1y9epVGjRple+6KFStISEhgxYoV+vUHbm5uDB8+nCVLlvDPP//o1xHMnDmTZ8+esWfPHsqWLQtAmzZtGDduHHPnzuWzzz7T7wwqVaoUNWvWzHC/lJQUduzYwZQpUzIcW7JkiX4BqpWVFevWrWPnzp2sWLGCTz75JN25Y8aM0QfbRkZGjBs3ju3bt7Nx40YWLVqUYVGvIAjCqzZv3kxAQADff/895cuXx8PDg9mzZzNz5kxCQ0OZNGkSNWrUAGDx4sW4u7tTs2ZN7OzsMDY2zrbtdevWERAQwKFDh7C2ts5VypFq1aoB0kiQra0t/fv3Z9asWYwbNw4nJydCQ0Px8vLSn1+yZEl++eUXgoKC8Pf3z3aRvImJCefOnePp06fI5XJsbGxo1apVhmcwZ84cPD09ady4MUlJSURFRbFhwwZKliyJr68v9evXZ/r06QQEBNCwYUO6dOmS5T137tyJr68v06dPZ86cOXTv3p3u3bvrn/2tW7cICgqiZs2atG/fPttn/MEHH+Du7k6ZMmVISkoiMjIST09PQPo5FhUVxeLFi/Hy8qJevXqsW7cODw8PLC0t0Wq1JCYm8uuvv+Li4gJIP+dmzpxJpUqViI6OJjExUT9jlh+OHj3K4cOHAfDw8KBr1665Dnzzg0z7OuPJ74CYmBisra2Jjo42aDert7c3Q4YM4aeffmLw4MGZnqOL+h8+fGjQsfj4eMqVK0dKSgoPHz7ExsYm2748efKE0qVL59guQIcOHTh69CgqlQozMzP962vXrmXUqFHs3LmT3r17A9JvQREREfrfEnXOnDlDixYtGDZsGBs3bsy2b/v376dXr148efIk3W+Qly5dolatWhn+g3RwcMDJyYkbN27oX7t37x42NjY4ODikO/fjjz9mz549hIWFUbx4cf37Ll++PLNmzRJTrYJQyHT/v969e/etK+d15swZ/Q/jP/74g927d7N+/fpC68/jx4/p2bNngU/zvUlF7Rm/abGxsVSpUoV169ZhbGxMWFgY48aNIzEx0eC4REyzpsntmrk3oVixYvTu3Zvo6Gj27NmT4/m6QC43dL91vjrcrvu6SpUq+tdCQ0Oxs7PL0IZuRO/cuXM53s/b25tOnTplmAqoV69ehkDuyZMnhIWF0bRp03SvV6pUKUMgp9FouH79OlWqVNEHcq9atWoV1apVw9bWlho1amSYvhUEQcjKkSNHmDx5MrNnz2bv3r3MnDmz0PqiUqnw8vIiMjKSZcuWFVo/8ltResZFRV7XzIlp1jRFLc9cgwYNWL16NT4+Prmaas2tyZMnc/jwYcaMGcOWLVsoXbo0R48eZePGjQwbNow6derozy1evDhhYWEZdgqFh4cDEBgYmO29wsPD+e2333IMolJTU7l+/TqjR4/m/fffZ+7cuVmeq9Vqefz4MR4eHkRGRnLgwIFMz9u5cyc9e/bkypUryOVyvv76a/r06YNcLqdXr17Z9kcQBCGrKbgdO3YQFxeX7rWyZcvSrl27LNvKbAajRo0aNG7cOFd9MTc3z3JK9enTp5kWZm/btm2Om+Hy6tChQzx79izda8WLF890p2l28nOa810h8swVknHjxjF16tRMj4WGhlKmTJk8tasbydItDs0vjo6OnDhxgs8//5xy5cphbGyMXC7nm2++yfDbQNu2bdm6dSunT5/mgw8+0L9+4sQJgBxLlmzfvh0bGxs6d+6c5Tm6DNwqlYouXbqwZs2aDKNwOo8fP6ZWrVpERUVRrVo1fv311yzXCGq1Wjw9PfVB6Pz589m0aRPjx4+nR48er10HTxCE/6a+ffsafM3nn39eAD2RODs7F2j7mclu3ZxQOMQ062vS7WbN7COvgRygrzmX123hWblx4wb169cnKSkJf39/VCoVf/75J99//z09e/ZMtz7Ow8MDOzs7vvjiC27dukVqaiqHDx9mzZo1FCtWLMdNB97e3nz66acolcosz+nduzdxcXEEBARgbW1N9erVOXToUKbnlilThsjISEJDQ/Xb6bNaF/fBBx+ke3ZGRka0bduWJ0+eFNjONEEQBEEoDCKYS1OU1swBhISEAOgTKuaXzz//nLCwMLZt20b58uVRKBQ0adKE7777jr1797Jo0SL9uRUqVODcuXPUrFmTtm3bUrp0aVauXMnBgwexsrLSr53LzM2bN/H19c1VTUKZTEa5cuXYtGkTZcqUYdCgQURFRWV5vr29PZMmTWLo0KF4eHhw5syZDOdktl1fV+olr3n8BEEQBKEgiTxzrym3eebelPPnzwNkWW4kL+Li4jh//jyVK1fOMJWp23Tw6tqLSpUqsWPHDp4+fUpwcDC///47derUITQ0NNPcQTqbNm3i/fffzzRdSVYUCgUtW7bU58DLSZs2bQBpEW1u/Mc3bguCIAhFXF7zzIlgrgiKi4tj165dWFtb5+tifV0CxsymbuVy6a/Cy1mys3L9+nVSU1P58MMPMz2uVqvZtm1blqNyAQEBrFu3LtNjunQpkZGR+te+/vprUlJScnWuzvPnzzO8pluwqyuHIwiCIAjvAhHMFTEajYaRI0cSERHBkiVL9Jm584OjoyMuLi74+fkRERGR7tg///wDwPvvv69/7eTJk5mWo/nhhx9wcXHR56N71dGjR4mIiKBfv36ZHn/06BEzZsxIVwINpJGz06dPA6TbVTtv3jyuXbuWoZ2//voLQF+u5dVjL4/EpaSkcPz4cUqVKpXuPQqC8N+xefNmXF1d8fHxyfe2161bh6urKx999BHTpk1j0KBBTJs2LUPpw5f5+PjkKrlwfsrtMzh48CAtWrRg165duW7b29ubFi1a0Lx5c/26bx2VSkWtWrXo1KlTlmW0Xnbp0iWGDx/OtGnT+PLLL+nduzd///03ABERETRu3DjdPXx9fXF3d2fMmDGMGjUKd3d37t69m+740KFD8fT0ZOzYsYwYMSLHTXyv48mTJwwePJgOHToU2D1eJoK5NIW9Zk6tVnPmzBnat2/Pzp07Wb58OUOHDs33+3h5eZGQkMCQIUP0pU9u3LjBl19+iaWlZbq5+ujoaHbs2MGOHTsASE5OZvXq1WzatInt27fri0G/atOmTXTr1g1b26wLYEdERPDZZ5/pd+vGxMQwfvx4Lly4wPDhw9OV/gIYPnw4169fB6TAzNvbm++++47atWszYMCADO1HRUXx9ddfk5iYSEpKCtOmTSM0NJQlS5aInayCUNjUauRhYfnywSu1RLMzcODAAhuZHzFiBOXLl6dLly4sWLAAb29vLl68yJYtWwrkfnmV22fQtWtXXF1dDWp78ODBuLq6olar2bdvX7pjmzZtwsLCglatWtG1a9cc2xo9ejSzZs1iwYIFLF++nI4dO+qTydvZ2bFt2zb9jJKvry9jxoxh9uzZrFy5kjVr1jB+/Hj69OmjT6AfHh7OkCFD+Prrr1mxYgXPnz83KFA1hEajYcOGDXlaJiXyzL2m3OaZS0pKomzZsiQkJAAvUpM8evRIX5913rx5rFy5Uh8sOTk5MWbMGGbMmJHpMa1Wi1qtpnTp0rRu3Zr169dToUKFXPf94cOH+hQdL7cLUmLfl3MN9e3bl+LFi7N48WIqV66MVqvFzMwMNzc3Zs2apS+vBVKpmZ49ezJ16lS++OILLCwsaNKkCRcvXkx33suioqI4cOAAv/76a5b9bdSoEVu3bmXHjh00btyY+Ph4kpKSqF69Ohs2bMiQV++PP/5gy5YtfPzxx0RFRZGQkECZMmWYNGkSU6ZM0QeVI0aM4JdffgHA3d0dIyMjatasSWhoKM7OzuzYsSPL0URBEN4ceWQktp9+mi9tRW7disbePm/XRkYye/ZsbGxsCAkJoW3btvpcaYcOHWLjxo1Ur14dW1tbNmzYwKhRoxg/fnyu2pbJZFSsWJF79+5lejwiIoL169fj7+/PlClTqF27Nv369ePgwYP89ttvlChRgvDwcDw8PDAzM2PSpEmcO3eOvn378uzZM/z9/fH09KR69epZ9mHRokU8f/6cYsWKERgYyOrVqzNkIThw4AB79uyhQoUKPHv2jK+++irdL9NXr17F19eXwMBAqlatysyZM3PMsjB27FiWLVtG9+7dkcvlqFQq7t+/n6Gv2T3j2NhYnjx5QqlSpQDo16+ffjZn2bJlrFmzhhMnTlCmTBm8vLzo06ePfpMbQNWqVWnTpg0rVqxg6dKltG3bVn8sPj6e0NDQLH+OvS65XM6cOXPyFCyKPHNviImJSY6532bMmMGMGTMMPpZX5cqVMygfXbt27bJNcKlTpUoVdu/ebVBfbGxs9IFuVkxNTenfv3+mU7iZad26Na1bt87xvHXr1mVYiycyiguCkJWZM2dSo0YN3N3dSUlJoWnTplSpUoUSJUowceJETp06hZOTEzt27MDW1jbXgRxIa599fX355ptvMj1uZ2eHu7s7S5YsYeHChYBUHH7WrFn4+PhgamrKpk2bmDp1Khs3bmTq1Kk0atSInj17Ur58eY4fP87o0aM5efJkpu1HRkayceNGbt++jUKh4Mcff0SdyShmsWLFWLp0Kfb29ly5cgUPDw+2bdumPx4fH8+KFSvQaDR07dqVQ4cO5Tiy1qtXL1asWMG+ffv46KOP2LRpEwMHDmTVqlX6c8LCwrJ9xjNmzKB///40aNCANm3a0KVLF30GhfHjx+tnjODFFOqrqlSpku69gFQT/NChQwwcODDLkbMJEybop3RftWrVKho0aJDt+y8MIpgTBEEQ3iiNrS2RW7fmW1t5deLECf1GLaVSSe3atTl58iSVKlXC0dFRP8NRv379XLd5+PBhHj58SEREBOPGjcvVlKLO6dOnqVatmn62oWHDhsyZM0e//tfBwUE/RdqkSRPu3r3L8+fPM03FZG1tTa1atejcuTO9evWiR48emdbHdXFxYcGCBZiZmREfH4+/v3+647r3LpfLadCgAWfOnMnxPRkZGelH59q1a8f9+/cZOXJkunMuX76c7TPu168fHTt25OjRoxw7dgxPT08WL16caZWJV6sUZeerr75i9OjRDBgwABMTEwYNGpThnKVLl+aqLR0PDw/9Mq2ff/7ZoBKb+UUEc2mmT59O165di1R6EkEQhHeSQpHnqdGCpAuaXieNUadOnfjss89e6/4vf/3ya4YkkZfL5ezZs4erV6+yZ88e3Nzc2L9/f4YlPEOGDGHKlCl07dqVx48fZ9iQkdfE9brRuQEDBmSa3D2nZ3zjxg1q1qxJnz596NOnD1u3bmX16tWZBnOurq74+fllmHHy8/PTb5CLiYnRL6UyMTGhY8eOHDx4MNNgztCRuVmzZjFr1qxs309uHT9+nN9//93g68QGiDRFLc+cIAiCULBatmzJhQsXAGlj1fXr13Fzc6NevXqEhITol68UVNUYExMT/dTntm3baNGiBf/++6++Es+lS5do2bKlPqAKDQ3l0aNHgLQTtnLlypmOyoGUnmn16tXUqVMHT09P6tevj5+fX4bzIiMj9VkTgoKCMhy/dOkSIAVf58+fp3nz5rl6b0ZGRkyePJn//e9/meYkzekZT506VZ9OS8fZ2TnTe02ZMoWdO3fq14yDNGX9559/MnbsWECaUn/w4IH+uJ+fX5a1a5cuXcqFCxcy/SjoKda85pkr0iNzWq0Wb29vvL29USgUREZG0rBhQ7y8vLCxscn0mqpVq2aomnDz5k1mzJhh0HoHQRAE4d2yefNmAgIC+P777ylfvjweHh7Mnj2bmTNnEhoayqRJk6hRowYAixcvxt3dnZo1a2JnZ4exsXG2ba9bt46AgAAOHTqEtbV1rlKOVKtWDZBGgmxtbenfvz+zZs1i3LhxODk5ERoaipeXl/78kiVL8ssvvxAUFIS/v3+2i+RNTEw4d+4cT58+RS6XY2NjQ6tWrTI8gzlz5uDp6Unjxo1JSkoiKiqKDRs2ULJkSXx9falfvz7Tp08nICCAhg0bZluXdefOnfj6+jJ9+nTmzJlD9+7d6d69u/7Z37p1i6CgIGrWrEn79u2zfcYffPAB7u7ulClThqSkJCIjI/H09ARgxYoVREVFsXjxYry8vKhXrx7r1q3Dw8MDS0tLtFotiYmJ/Prrr7i4uADg5ubGzJkzqVSpEtHR0SQmJjJv3rwcv0d5tW7dOk6cOEFQUBDTp09n1KhRBTr9KtMW4bT4cXFxODk54evrS+XKlVGpVLRq1YrSpUuzZ8+eTK/p1q0b+/fv13+dkpJCuXLluHjxYqZRfUxMDNbW1nzxxRdimlUQBCEf6f5/vXv3bqbrtYqyM2fO6Eeh/vjjD3bv3s369esLrT+6KVDdSOK7oKg94zctNjaWKlWqsG7dOoyNjQkLC+O9997j999/Z/Xq1URHR+cqywYU8ZE5pVLJ7Nmz9dukzc3N6d+/P1OmTMlywePLgZzu6/r162c5PKuT29QkgiAIwrvvyJEjHDx4EHNzc0JCQgp1Z7xKpcLLy4vIyEiWLVv2zswyFaVnXFS8k6lJTExMmDhxYrrXVCoVjo6OuV6U+f333+vnzAVBEAQhN7KagtuxYwdxcXHpXitbtmy26Z42btyY4bUaNWrQuHHjXPXF3Nw8yx/uT58+zVBTG6SgIKs1Ya/r0KFD+vKIOsWLF890c0J2CnKa87+mSAdzr9JqtezZs4fJkyfn6vzAwEDu3r37xsppCIIgCO+2vn37GnzN559/XgA9kTg7Oxdo+5nJbt2cUDjeqmBu+fLluLi4ZMhXk5UffviBIUOG6Et+ZGf69On6xZft27cXa+cEQRAEQXgj/P39uXPnDpMnT862nm9W3prUJDt37uTEiRNs27YtV1OsGo2GLVu25Lq+6fz581m6dClLly41OJALDAzEzc0NhUKBtbV1ptUK+vfvT4kSJahZsybbt283qH1DBQcHY29vn21Jrfw2efJkqlatmuecRK9r1apVNGrUCJlMRtWqVXFzc6Np06ZUq1aN7t276+u65sa+ffvw9vYuuM6+pnbt2uHk5ISbm9sbue5lycnJuLm5Ua5cOWQyWbqddq/SlRGysbHBzc3N4PQOWq2WDRs20KhRI9zc3HBzc6Nu3br06NGDH374Id25jRo1YsKECRnaePbsGV9++SUNGzbEzc2NZs2a0bp160z/Dd65c4fRo0frz2nQoAEffPABR44cMajfgiAIhqpQoQINGjTg22+/zVNqkrcimNu1axdbtmxhz549mJqacu/ePX2NtqwcOXKEGjVq6Ou6FSQXFxdOnTpFmzZtSE1NzTSI2rJlC1ZWVpw4cYJ+/foVaH9MTU2pUqUKdnZ2BXqfl3377bdMnTr1jd3vVaNHj2bnzp2AlJ/o1KlTnD17losXLxIbG4ubmxuPHz/OVVtFPZg7duxYnpYO5PW6lxkbG3Pq1CkGDx6MsbExixYtIiYmJtNzFyxYQGpqKnXq1OHUqVO8//77Bt1r7ty5fP3112zZsoVTp07pv6cmJiasXLky3bmVKlXKsO3/0qVL1K5dm9KlS+Pj48OpU6f4+++/Wbt2LQsWLKBv375oNBr9+X/88QdXr17l2LFj/Pnnn1y4cIHOnTvTtWtXbt++bVDfBUEQ3qQiH8zt2rWLNWvW4O3tTUpKCnFxcXh4eOgXX65cuTLTNQzff/89w4cPf6N9HTZsGCqVKtPf+o8ePUrdunVxcHAo8H7Y2Nhw9uxZPvjggwK/V1FnYWHBF198QWRkZKaLhIW8++yzz4iIiGD58uUZjj19+pSzZ8/SsGHDPLe/a9cuPvjgAypVqqR/zdzcnHnz5mVIlLply5Z0I3NxcXF069aNLl26MHHiRBQKhf5Y5cqV2bt3L7t372bJkiX61z/88EO2bNmSrhB5+/btSU1NzTTZqiAIQlFRpIO54OBg+vfvz+nTp3F0dMTS0hJLS8t0hXMDAwO5c+dOuutCQkK4evUqHTt2zPW9pk+frq+tllfdunXDwcEh051LGzdu5PPPP2fbtm00a9aMli1b0qxZM9q3b59uCnDXrl366cKtW7cyYMAA3NzcMDIyYsGCBZQuXRqlUombmxsBAQEAuLu74+TkRK1atbh27Rpubm6YmprqS6j89ddfuLm5IZPJWLZsGcOHD6dFixZUrFiRDRs2pOtnamoqkyZNomzZsjRt2pRu3bqxatUqZDIZjRo1MniKOD4+ni+//JLq1avTqFEjateuna7YckHc81XJyckAmRaZflX//v05cuQIV69e1U/t6abZUlNTmTNnDjVq1KBRo0bUqFGD2bNn69c3bN++Xf+9W7VqFd26daNp06a4uLgwceJEg9ZBbNq0ifr169OyZUsaNWpEr169ss0vlZCQwJgxY6hXrx4tW7akQYMGfPXVV8THx2d6/nfffUeHDh2oUqUKDRs25Pz587num07Dhg3p1KkTy5YtIyoqKt2x+fPnM2XKlEzXq+b2+21jY8P58+cJDw9Pd/3//ve/dP9WO3bsmGH62Nvbm6dPn+rrbr6qUqVKtGjRgkWLFunLCrm4uOjrXgJERESwcOFC6tevT9u2bQ16NoIgCHlx/Phxpk+fbvB1RXoDhJOTU44/ABctWpThNUdHxwzFgnOSH3nmjI2NGThwIEuWLMHX1xdXV1dACkpv3rxJmzZt6NixI1988YV+NHHjxo106NCBO3fuYGVlRe/evWnYsCHly5dn48aNHDhwAGtra+bNm4eNjQ1r1qyhW7duLFu2TP+DZ82aNZw+fZrTp09jY2PDqVOn0m1J/+CDDzh16hQymYxNmzbx559/Urx4cX7++Wf69+9Phw4d9FmyZ86cyQ8//MCFCxeoWLEiERERtGzZEpDWLRq61f3DDz8kOjqaf/75BysrK27fvk2jRo0IDQ3Fw8OjQO75sidPnrBw4UKcnJz4+OOPczx/27ZtDB48mIcPH3Lq1Kl0x4YPH86JEyf4559/KFmyJE+fPqVJkyYEBASwadMm+vXrR5MmTfTfu5MnT2JnZ8f9+/dp0KABSqWSBQsW5NiHK1euMGTIEO7cuUPlypVRq9X06dOHw4cPZ1lKJjo6ml9++YUbN25QvHhxEhMT6dy5M1OmTMkQPF+6dIm+ffvqg9SxY8fSrl077t27h6OjY479e5mHhwf169dnyZIlzJ07F5Ce+YULF1i5cmWGe0Puv9/jx4+nd+/eVKxYkT59+tClSxfc3NwoVqxYuvZ+//13/fdMR1dXsVatWln2vWbNmpw8eRI/Pz+qVKmif/3ff/9l4MCBXL9+nW7dunHkyJF0o3XC22vz5s0sX76cVatW0aRJk3xte926dWzYsIFy5cpRpUoVnj59irOzM3PnzsXIKPMftT4+PixZsoRffvklX/uSndw+g4MHD7Jo0SK++OILevfunau2vb29+fHHH9Fqtfz111/pfplTqVQ0atSI0qVLM3LkSLp27ZptW5cuXWLDhg0UL16chIQEnj17xpgxY2jWrBkRERF07tyZs2fP6u/h6+vL+vXrMTY2Rq1Wo1armTBhgv7ftq+vL6tXr6Z8+fKEhISQnJzMkiVLMvx/kh8CAgKYN28eLi4uxMTEEBISwqJFi7IsvfayvOaZK9Ijc2+jYcOGAenzCnl7ezNo0CBkMhlr1qzhk08+0R8bOHAgz549y3RkZODAgfqaeTNmzGDkyJF06dKFcuXKpVsz9Ouvv/LBBx9kWeLsZd27d6d48eKAtCA+NTWVK1euANLozrJly+jbty8VK1YEwM7OLte7h1918uRJTpw4wcSJE/WBcrVq1ejfvz/ffvstsbGx+X5PAC8vL/0GiE8++QQ3Nzd8fX0NDlRe5u/vj7e3NyNGjKBkyZKAlBJg1KhRbN68OcM03KhRo/RrFitWrEj//v1ZtmxZliNlLwsMDESr1epHXhUKBUuWLMl2raW9vT1nz57Vf29NTU355JNPMl2/aWVllW4JwsyZM4mJicmwDi036tWrR9euXfnuu+/0I2ienp5MmzYt080whny/e/XqxdmzZ2nbti2bNm2iS5cuODg40L9/f319yqzo+mJhYZHlObqKBK+O/L333ntcunSJ8PBwLCwscHV1NfiXQyF7arWasLCwfPnIzYi7zsCBA9ONvuanESNGUL58ebp06cKCBQvw9vbm4sWLbNmypUDul1e5fQZdu3bVD0jk1uDBg3F1dUWtVrNv3750xzZt2oSFhQWtWrXKMZADaR30rFmzWLBgAcuXL6djx47cuHEDkP7P2LZtW7pAbsyYMcyePZuVK1eyZs0axo8fT58+ffS/5IWHhzNkyBC+/vprVqxYwfPnz9m1a5dB7y+3YmJi6NSpEzNnzmTx4sXY2Niwbt26ArmXTpEemXsbVa1alaZNm7J9+3YWL16Mubk53t7enDhxApC+yYMGDcLf3z9dHbqnT59maCuzESm5XM6oUaOYOXMmixYtonjx4qxcuTLXUXyZMmX0n+sCRd0U2f3790lMTEy3Rgmkaa280BVorlq1arrXq1WrRmJiIjdv3sTCwiJf7wnSBojBgwfn+frMXL58Ga1Wm+l70R3XVSoBaWfSyypXrkxSUhJ+fn7UrVs323t16tSJnj170rFjR+rUqUO3bt349NNP07X/KiMjI06ePMnw4cNJSEjAyMiI4ODgTP9elS9fPl2gZW9vj52dnUE7fl/m4eGBq6srixYtYuTIkVy5coW1a9dmeq6hf8caNWrEzz//TEJCAqdOneLnn39m69atnDhxgjt37uj/Dr9KF0jHxcVleU5sbCyAPgB+laWlJWvXrsXZ2Znp06frN9gIry8yMpJPP/00X9raunUr9vb2ee7H7NmzsbGxISQkhLZt2+oT3x46dIiNGzdSvXp1bG1t2bBhA6NGjcp19QWZTEbFihW5d+9epscjIiJYv349/v7+TJkyhdq1a9OvXz8OHjzIb7/9RokSJQgPD8fDwwMzMzMmTZrEuXPn6Nu3L8+ePcPf3x9PT0+qV6+eZR8WLVqk31UeGBjI6tWrM4wyHzhwgD179lChQgWePXvGV199le7/mqtXr+Lr60tgYCBVq1Zl5syZOWYtGDt2LMuWLaN79+7I5XJUKhX379/P0NfsnnFsbCxPnjzRb2Ls16+ffuPjsmXLWLNmDSdOnKBMmTJ4eXnRp08f/S/aIP3cadOmDStWrGDp0qXplkrEx8cTGhqa4f/z/FK7dm1q164NSCVFAwMD9WXLCooYmUuTH2vmdD7//HNiYmL4+eefOXnyJFWqVMHZ2ZknT57QokULtFotJ0+e1O/QA8isRO7Li7ZfNnToUGQyGd9//z3Xrl1DoVDoi0Pn5OU2df8gdffW/Zlf6UWyKvv78uv5fc+Ckpv3khu5eZ9KpZI9e/bg5+dHz5492bVrF1WrVs12h+2KFSsYOnQo48aN4++//+bUqVMG7y7O6/egbt26dO/enVWrVjF+/HhmzJiRZVuGfL+Dg4P1yyzMzMzo2LEjP/30E5s3byY4ODjDNPjLmjVrBqD/TT4zN27cwMnJSf+DKzk5OcP309TUlIoVK+pHr4V3y8yZM3nvvffw8PBgxYoVeHl5cevWLcLCwpg4cSLr169n/vz5lC5dGltbW4PKaMXFxeHr65tllQc7Ozvc3d2pUKECCxcupF+/fty/f59Zs2axfPly/RKGqVOnYm5uztSpUwkODqZnz54sWbKEUaNGMXr06CzvHxkZycaNG1m4cCEeHh40b94801HMYsWKsXTpUmbPns2IESP0y1904uPjWbhwIdu2bePChQscOnQox/feq1evdKNzmzZtYuDAgenOyekZz5gxg/79+9OvXz9+/PFHoqKi9KPp48ePx9bWVt+Wrn77q6pUqZLh3+6SJUvo0qULAwcOzHKaecKECTRo0CDTD0Nq43p7e9O5c2dcXV1ztcwH3tE1c29SftZm/fjjjxk3bhwbN26kbNmy+uzcFy5cIDY2lt69e2NiYgK8WJxvCDs7O/r378+aNWu4fft2tv+gDVGpUiVMTU25e/duutcfPHiQp/bq168PSPm76tSpo3/9zp07mJqaUrNmTRQKRb7eMz+8vM4jNTWVpKQk6tWrh0wmy7DZRvd1vXr10r3+6rTc3bt3MTU1zTAilZk7d+4QERFBkyZNmDFjBtOnT6dXr14sXbo0yxHHP/74A1tb23SZ2bP6uxUQEJCutnFYWBgRERHUrFkzx75lZfbs2ezfv5/AwEA+/PDDLM8z5O9Ynz59mDdvHk2bNk33+nvvvQeQbTLwwYMH66e6dIHdy+7fv8/p06dZsmSJ/jm0a9eOhQsXptuBq9VqCQoKomzZslneSzCcra0tW7duzbe28urEiRP6TTJKpZLatWtz8uRJKlWqhKOjI05OTsCL/8ty4/Dhwzx8+JCIiAjGjRuXqylFndOnT1OtWjVMTU0BaZPRnDlz9L9kODg46KdImzRpwt27d3n+/Hmma7Gsra2pVasWnTt3plevXvTo0UMfDL3MxcWFBQsWYGZmRnx8fIb/u3TvXS6X06BBA86cOZPjezIyMtKPzrVr14779+9nWEpx+fLlbJ9xv3796NixI0ePHuXYsWN4enqyePHiTEuGZVWrPTNfffUVo0ePZsCAAZiYmDBo0KAM5yxdujRXbel4eHjoB4N+/vlnfZqkwYMHM3DgQL788ks8PT35+uuvc2xLrJkrQszNzenbty///PMP586d0++qrV69OgqFgsOHD+vP3bFjR57uMWbMGAIDAzl58iTdunXLl36bmZkxfvx4du7cyf379wHpt7u85lxr2bIlrVu3ZvHixfpcZLdv32bbtm1MnjwZCwuLfL9nfihZsiRhYWEA7N69m88++4wKFSowZMgQ1q1bp5+6fPbsGWvWrGHgwIEZgjRvb28iIyMBKXDYvn0748ePz9Vi23PnzjFhwgQSExP1r6WmpmY7+lq7dm0iIyP5559/ACmQy2pRdWhoKN9//73+6zlz5mBlZcWYMWNy7Ft299+1axc//vhjtucZ+v2eM2eO/jmCtIh60aJFlClThlatWmV5H0tLSw4cOMCBAwdYtmxZuhGJ+/fv07NnT4YMGZKhbvP8+fP16xq1Wi3z5s3j6dOnr/VshIwUCgX29vb58pHVDEZevDpLkRedOnVizpw5rFq1iv79++fp/i9//fJrhoyey+Vy9uzZg5eXFw8fPsTNzS3TtZ9DhgzBzc0NT09PJkyYkGH0Lq8j9rrRuQEDBmQYlYOcn/GNGzewtbWlT58+/Pjjj8yZMyfLAMfV1TXT9EEvL2t5OR+miYkJHTt25ODBg5m2Z+jI3KxZs/Dx8cHHx4fSpUsTHx+vf45yuZwPP/wwy3vlFzEyV0A+//xz1q1bx4ABA/T/2VSpUoVt27bh4eFBjRo1qFixov63ES8vL4KDg6lZs6Z+V+CXX35JpUqV2L17d4b2a9WqRdOmTenSpUu6/8zu3r2Lu7s7wcHBeHt78+jRI0aPHs1XX32lv49uJ5C7u3u6e0+dOpU5c+aQkpJCq1atKFu2LCVLlmT48OGcP38epVKZ5fudPHkyBw4cAMDNzQ0PDw8++OAD9u/fz4wZM2jUqBGWlpYkJCQwd+7cdD9E83rPl61atUr/m76Xlxfe3t5s3rxZv0vXEJ9//jlHjx6lSZMmqNVq1qxZA8D69euZN28ebdu2xdLSktjYWAYNGsQ333yToQ13d3fc3d159uwZDx8+5LPPPmPOnDm5un/Tpk35888/ady4MdbW1iQkJFCjRg0WL14MSCNI169fJzExETc3N/0zDgsL4+OPP6ZSpUrY2dnp37ubmxvLly9n8uTJXL9+naZNmxIcHEzbtm0JDAzE2tqao0eP5nqDSJcuXbh58yampqb89ddf/PTTTwDpphF0fw+vXr2q78P69eupUqVKrr/fEydO5Oeff6Z169ZYWlqSnJxMTEwM9evX58yZM/rAuGPHjly5ciXd87C2tqZevXpcvXqVb7/9liZNmmBmZkZqairm5ubMmjUrw2/4M2bM4IcffqBZs2ZYWVmhUqmwsrLi8OHDBqU5Et4eLVu25MKFC7i6upKSksL169f58ssvcXJyIiQkhODgYJycnAyuXpJbJiYm+h/627Zto0WLFqxatYrExERMTU25dOkSLVu21AdUoaGhPHr0iLJly+Lj40PlypWz3CH5/Plz9uzZwxdffEGdOnV4+vQpfn5+GdbzRkZG6teVBgUFZWjn0qVLfPrpp2i1Ws6fP5/rzWlGRkZMnjyZv//+W79+7GX16tXL9hlPnTqV3bt3p1vj5+zsnOm9pkyZwpdffknv3r31uVzv37/Pn3/+qf+ldubMmYwZM0a/PtfPzy/LTAmGjsy9au3atdSrV0+fLunu3buvlZUhN2Ta1/kV5B0QExODtbU1X3zxBV27dn1rarJqNBpq1KjB6dOn87z4NzPR0dEYGxtjZmamf23Lli2MGDGCuLi4AlnbVhj3LCgPHz6kfPnynDx58rXKZr3L3qXvt5A93f+vd+/ezXSK703TpeWoU6cO8+bNw9jYmNmzZ2Nra0toaCitWrXS/1KiW5xfs2ZN7Ozs2Lt3rz7lTWZeTk3Sv39/evbsmWN/VCoV/fr1o0KFCtja2vLNN9+wb98+fv/9d5ycnPQpnBwcHHj8+DEfffQRffv2JSgoKMcNEFFRUYwZMwYXFxfkcjnx8fF4eXmxc+fOdM/Ax8eH9evX07hxY5KSkti7dy8TJ06kZMmSLFq0iPr162NiYkJAQECOGyB27tzJmjVraNasGXPmzEmXkmXz5s2sW7cOGxsbxo0bR/v27bN9xt9++y03btygTJkyJCUlERkZyaxZsyhbtiwrVqxg1apVdOzYES8vL8zMzLh58ybr1q3D0tISrVZLYmIiEyZM0P9Su2/fPnbv3k2lSpWIjo4mMTGRefPmFUilpDNnzrB27VoqVqxIcnIywcHBeHh4ZFiuERsbS5UqVVi3bh3GxsaEhYXx3nvv8fvvv7N69Wqio6NzvfxLBHNp/9kY8tAK05QpU1i4cCE///wzf/zxR4akv6/Ly8uLoKAgfZqK2NhY2rVrR4MGDfjuu+/y9V6Fec+CIoK5nL1L328he0UtmDPEmTNn9DsQ//jjD3bv3s369esLrT+PHz+mZ8+eBi3AL+qK2jN+0zIL5saNG0diYqLBcYmYZn3LbN++nWPHjmFlZcXPP/+c7+03b96cOXPm0LBhQ0xNTUlISNAnny0ohXHPgrB9+3ZWrFgBSFPkQ4YMYdy4cYXcq6LnXfl+C++2I0eOcPDgQczNzQkJCWHmzJmF1heVSoWXlxeRkZEsW7bMoF21RVlResZvOzEy95aNzP0XBQcH06dPnyyPt2rVKtf/CWQ3Wvbee+/p18cVpKLQh6x4e3tnu/nk22+/zbIKhSC86m0emcvKjh07iIuLS/da2bJladeuXZbXZFbisUaNGlmmLTHE06dPM6073bZt2wJbp3Xo0CF9fXSd4sWLZ7rTVMhafo7MiWDuLV0zJwiCUNS9i8GcIOSX/FwzJ6ZZ0+RnnjlBEARBEARDiTxzgiAIgiAI/0EimBMEQRAEQXiLiWAuTX7WZhUEQRAEQTBUXmuzimAuzfz588XmB0EQhHfY5s2bcXV1xcfHJ9/bXrduHa6urnz00UdMmzaNQYMGMW3aNFJTU7O8xsfHJ1fJhfNTbp/BwYMHadGiBbt27cp1297e3rRo0YLmzZuj0WjSHVOpVNSqVYtOnTrlqrTVpUuXGD58ONOmTdNXd9AlFI6IiKBx48bp7uHr64u7uztjxoxh1KhRuLu7p6sB7evry9ChQ/H09GTs2LGMGDFCX7qvIFSoUIHatWvrP86ePZur69q2bcv8+fMNvp/YACEIgiC8UVqtlpSUlHxpS6lU5rpqyMCBA9m/f3++3PdVI0aM4Pjx43Tu3JnPPvsMrVZL27Zt2bJlC0OGDCmQe+ZFbp9B165d+fPPPw1qe/DgwVy9epULFy6wb9++dKlKNm3ahIWFBa1ataJr1645tjV69Gh++eUXSpUqBUiB4o0bN2jWrBl2dnZs27YNuVwaj/L19WXMmDHs2bOHkiVLAnDnzh369OnDr7/+Srly5QgPD2fIkCE0a9YMgB49erBr1y4+++wzg95jbn344YcsX768QNrOjAjmBEEQhDcqJSWFW7du5Utb1atXx9jYOE/XRkZGMnv2bGxsbAgJCaFt27b6AERXaqp69erY2tqyYcMGRo0aleuEvTKZjIoVK3Lv3r1Mj0dERLB+/Xr8/f2ZMmUKtWvXpl+/fhw8eJDffvuNEiVKEB4ejoeHB2ZmZkyaNIlz587Rt29fnj17lmM5L4BFixbx/PlzihUrRmBgIKtXr05X6xTgwIED7NmzhwoVKvDs2TO++uorKleurD9+9epVfH19CQwMzLGcl87YsWNZtmwZ3bt3Ry6Xo1KpuH//foa+ZveMY2NjefLkiT6Y69evH0lJSQAsW7aMNWvWcOLECcqUKYOXlxd9+vTRB3IAVatWpU2bNqxYsYKlS5fStm1b/bH4+HhCQ0OpWrVqtu/jddy5c4fZs2eTkpJCtWrV6N+/f4GWKhTBXJrp06eLPHOCIAj/ITNnzqRGjRq4u7uTkpJC06ZNqVKlCiVKlGDixImcOnUKJycnduzYga2trUGVF+Li4vD19eWbb77J9LidnR3u7u4sWbKEhQsXAlJx+FmzZuHj44OpqSmbNm1i6tSpbNy4kalTp9KoUSN69uxJ+fLlOX78OKNHj+bkyZOZth8ZGcnGjRu5ffs2CoWCH3/8EbVaneG8YsWKsXTpUuzt7bly5QoeHh5s27ZNfzw+Pp4VK1ag0Wjo2rUrhw4dynFkrVevXqxYsUI/Ordp0yYGDhzIqlWr9OeEhYVl+4xnzJhB//79adCgAW3atKFLly44OjoCMH78eHbs2KFvSzeF+qoqVaqkey8AS5Ys4dChQwwcOJAmTZpk2v8JEyZkWYd31apVuUqc3rdvXwYNGoRGo2Ho0KHExMQwatSoHK87fvw4v//+e47nvUoEc2lEnjlBEIQ3Q6lUZjuiZGhbeXXixAn9FKhSqaR27dqcPHmSSpUq4ejoiJOTEwD169fPdZuHDx/m4cOHREREMG7cuFxNKeqcPn2aatWqYWpqCkDDhg2ZM2cOutz+Dg4OlC9fHoAmTZpw9+5dnj9/TokSJTK0ZW1tTa1atejcuTO9evWiR48emSZudnFxYcGCBZiZmREfH4+/v3+647r3LpfLadCgAWfOnMnxPRkZGelH59q1a8f9+/cZOXJkunMuX76c7TPu168fHTt25OjRoxw7dgxPT08WL16caZUJrVab61Gvr776itGjRzNgwABMTEwYNGhQhnOWLl2aq7Z0PDw89Bsof/75Z0qXLq1vVy6X8/HHH7NkyZJcBXN5zTMngjlBEAThjZLJZHmeGi1IuqDpdQojderUKc/rsF69r1arTfeaIdN0crmcPXv2cPXqVfbs2YObmxv79++nQoUK6c4bMmQIU6ZMoWvXrjx+/DjDhoy8Tg3qRucGDBjA7NmzMxzP6RnfuHGDmjVr0qdPH/r06cPWrVtZvXp1psGcq6srfn5+GUqq+fn5UbduXUCqRqIbsDExMaFjx44cPHgw02DO0JG5WbNmMWvWLP3XISEhGBsbY2NjA0i/KCQmJmb7fl+X2M0qCIIg/Ce1bNmSCxcuANI6vuvXr+Pm5ka9evUICQkhODgYkEaRCoKJiYl+6nPbtm20aNGCf//9V/+D/9KlS7Rs2VIfUIWGhvLo0SNA2glbuXLlTEflAJ4/f87q1aupU6cOnp6e1K9fHz8/vwznRUZGYm1tDUBQUFCG45cuXQKk4Ov8+fM0b948V+/NyMiIyZMn87///Y/atWtnOJ7TM546dSoqlSrda87Ozpnea8qUKezcuZPQ0FD9a/fv3+fPP/9k7NixgDSl/uDBA/1xPz+/LGvXLl26lAsXLmT6kZsp1pMnT7J3717916dPn871c8srMTKXRqyZEwRBeLdt3ryZgIAAvv/+e8qXL4+HhwezZ89m5syZhIaGMmnSJGrUqAHA4sWLcXd3p2bNmtjZ2eU4krhu3ToCAgI4dOgQ1tbWuUo5Uq1aNUAaCbK1taV///7MmjWLcePG4eTkRGhoKF5eXvrzS5YsyS+//EJQUBD+/v7ZTsWZmJhw7tw5nj59ilwux8bGhlatWmV4BnPmzMHT05PGjRuTlJREVFQUGzZsoGTJkvj6+lK/fn2mT59OQEAADRs2pEuXLlnec+fOnfj6+jJ9+nTmzJlD9+7d6d69u/7Z37p1i6CgIGrWrEn79u2zfcYffPAB7u7ulClThqSkJCIjI/H09ARgxYoVREVFsXjxYry8vKhXrx7r1q3Dw8MDS0tLtFotiYmJ/Prrr7i4uADg5ubGzJkzqVSpEtHR0SQmJjJv3rwcv0d5Ub16dRYsWMCDBw9ITk4mJSWFOXPm5OravK6Zk2lfZzz5HaArBG1IQVtBEAQhZ7r/X+/evZvpeq2i7MyZM/rRlD/++IPdu3ezfv36QuuPbgpUN5L4Lihqz/hNi42NpUqVKqxbtw5jY2PCwsIYN24ciYmJBsclYmROEARBEF5x5MgRDh48iLm5OSEhIcycObPQ+qJSqfDy8iIyMpJly5YZtKu2KCtKz/htJ4I5QRAEQXhFVlNwO3bsIC4uLt1rZcuWzbD4/mUbN27M8FqNGjVo3Lhxrvpibm6e5ZTq06dP+e233zK83rZt2yzXhL2uQ4cO8ezZs3SvFS9ePNPNCdkpqGnO/yIxzZo2DfDFF1+INXOCIAj56G2eZhWEgpbZNOt7773H77//zurVq8U0a16IPHOCIAiCIBSmdzLPnFarxdvbG29vbxQKBZGRkTRs2BAvLy99/pbs9O7dm/Pnz/Pw4cMC76sgCIKQudjY2MLugiAUOfn576JIB3Px8fGMGTMGX19fKleujEqlolWrVgwbNow9e/Zke+2JEyc4duyYPn+OIAiC8GYZGxvj5OREvXr1CrsrglAk2draolAoXrudIh3MKZVKZs+erS/6a25uTv/+/ZkyZUq25TtSUlKYOnUqkyZNYsOGDbm6l8gzJwiCkL9MTU0JCAggLi6OtWvXYmNjky8/uAThXWFkZIRCodAnjy6U2qwpKSkEBAQQGRmJiYkJjo6OlChRIt/+sZqYmDBx4sR0r6lUKhwdHbMtMbJs2TI+/vhjHBwccn0vsWZOEAQh/5mamqJUKilVqhTh4eGF3R1BKLKKFy9Ohw4d3syauaCgIH744Qf279/PjRs3kMvl2NnZkZqaSlRUFHK5HFdXV3r06IG7u3u+BkharZY9e/YwefLkbPu3e/dufHx82LZtW77dWxAEQcgbhULBoEGD9KMPgiBkpFAo8jwYlutgLjExkalTp3L27Fm6devGsmXLcHV1xcLCIt15ERERnD9/njNnzvDBBx/w6aef8uWXX+bLaN3y5ctxcXFh5MiRWZ4zYcIEFixYgFKpfO37CYIgCPnjdX5QCYKQvVwFc0+fPmXEiBEMHz6c5cuXZ3uunZ0dHTt2pGPHjsyZM4etW7fSp08ffvzxx9fKM7Rz505OnDjB7t27s5xiPXHiBFqtljZt2hjc/vTp0/V14dq3by/WzgmCIAiC8EYcPXqUo0ePApCcnGzw9blKGjx58mSmT5+eq3QgmQkMDGTLli3MmDEjT9fv2rWLzZs3s3fvXkxMTLh37x4uLi6YmJikO2/SpEn89ddfmJubAxAcHMzDhw9p1KgR77//PkuWLMnQtqjNKgiCIAhCUZGXuKTIV4DYtWsXa9asYc+ePZiZmQEwYsQIPD09KVeuHCtXrsTHx4cdO3ZkuNbb25vZs2dnm2dOBHOCIAiCIBQVeYlLinRqkuDgYPr3749arcbR0THdMU9PT0Aa9btz506Ga7t06cL9+/cJDg7Gzc2N0aNH06tXrzfSb0EQBEEQhDelyI/MFTRRm1UQBEEQhKLg6NGjHDx40ODarCKYE9OsgiAIgiAUEXmJS+T52QG1Ws2NGzcAuHz5cn42LQiCIAiCIGQiX4M5gHnz5hEcHGxw9mJBEARBEATBcPkWzN28eZNNmzbRpEkTevToQdOmTfH29s6v5gvc9OnT9TleBEEQBEEQ3rSjR48yffp0g6/LtzVzYWFhBAYG8uDBA3799VeGDh2Kra0trq6u+dF8gRFr5gRBEARBKCoKdc2cvb091atXZ8eOHfz444+sWrWqyAdygiAIgiAIb7t8380aHR2NtbU1UVFRea4Y8SaJkTlBEARBEIqKAh2ZO336NA8ePCA1NTXb86ytrQHeikDuZWLNnCAIgiAIhanA18zJ5XKaNm1K3bp1ady4MX379jX4ZkWRGJkTBEEQBKGoKNByXlWrVuXMmTN57pwgCIIgCIKQ/3I9zVq7du2C7IcgCIIgCIKQB7kO5szMzPSf79mzh8GDB7N8+XKuXr1aEP1648SaOUEQBEEQClOBr5kbMmQIP/30k/5rf39/qlWrxrBhw7C2tmbevHnIZDKDO1DYxJo5QRAEQRCKigJdM6fRaNJ9XaFCBVq3bi3KdgmCIAiCIBSiXE+z7t27ly+++IKDBw+iUqkAcHJyyvTcu3fv5k/v3iAxzSoIgiAIQmEq8GlWMzMzTE1NiY6OxsTEhGbNmhEVFcXy5cupV68eJiYm+nP79evH9u3bDe5MYRDTrIIgCIIgFBUFOs3avXt3tm/fjq+vLydPnuTUqVP4+fnRvHlzjI2NcXV1pXnz5jRp0oR79+7l+U0IgiAIgiAIuZfrkbkTJ07QqlWrdK9pNBouXryoD+7Onj1LfHw8MpkMtVpdIB3Ob2JkThAEQRCEoiIvcUm+1mZNTU3l3LlzDBo0iAcPHuRXswVK99C++OILunbtSvv27Qu7S4IgCIIg/AcdPXqUgwcPsnr16sIL5nR69+7Nrl278rvZAiFG5gRBEARBKCryEpfkejerIaZNm1YQzQqCIAiCIAivKJBgrk6dOgXRrCAIgiAIgvCKXO1m7devH++99x79+vWjQoUKBd2nQvGxx8c0r9+cDi064GDugEMxB8yV5oXdLUEQBEEQ/iN0a+YMlas1c1qtlr/++ott27YRFBRE586d6d27N/b29nnqbFESExODta01dVbVQaFQpDtmrjTHoZiDFNylBXj25vb6zx3Mpa9NjEyyaF0QBEEQBCH33shu1uTkZA4dOsSuXbtITU2lV69edO/eHTMzszx1urDFxMRg7WhN/y39iUqJIlQVilpjWFoVKxOrDEGeQzEHSlmWopRVKZwtnTFWGBfQOxAEQRAE4V3xxlOTREdHs3v3bvbt20fx4sXp27cv7dq1Qy4vkKV4BeLVh6bRaohOjCZUFUqYKozQ+FBCVaEv/kz7PCIhAo1Wk/MN0jgUc8DZwplSVqXSBXmlrUpjb26PXPb2PDNBEARBEApGoeaZe/LkCdu3b+fYsWNUr16d/v3706BBg/xoukDlNc+cWqMmIiEiy6DvefxznsY+JSElIce2jBXG+sCulGUp6U+rUvqvxTSuIAiCILz7ilSeuZs3b7J161YuXrxI8+bN6d+/P5UqVcrv2+SLgswzp9VqiUyM5GnsU4JiggiKDUr3eXBccK5G93RTtqWtSuNi7UI5m3KUsylHGasyKBXKfO2zIAiCIAiv70nEEy7cv0BQSBAlipfgk8af5Oq6Qq8AkRndxonY2Fh27Nhh8PVarRZvb2+8vb1RKBRERkbSsGFDvLy8sLGxyfK6sLAwRo8ezfnz5wkICMjyvMJMGpyqSeV53HOexDwhKDaIJzFP0n2oUlTZXi+XySltVVof3NV1qkvzss3fUO8FQRAEQcjMb76/cf/OfYyTtSjjU1Eby+jdfyg25jY5Xlskg7nXFRcXh5OTE76+vlSuXBmVSkWrVq0oXbo0e/bsyfSamzdvMnr0aKpXr85vv/3Gw4cPs2xf99CioqKwtrYuoHdhOK1WS3RStBToxbwI9B5FP+Jh1ENikmIyvc67uzc1HGu84d4KgiAIgqCz9sd5KCKMiFUlojA2QS6D1t3bUL1KvRyvzUswl6s8c4YIDw8nIiIi36ZVlUols2fPpnLlygCYm5vTv39/pkyZglarRSaTZbjG3t6eo0ePsmPHDn777bdc3WfXrl3Y29tTrlw5zMzMMDc3T/fnq2lLCppMJsPG1AYbU5sMwZlu+vZh1EP9x7EHxwhThXHm0RkRzAmCIAhCIYq/F4qRtRM3/vmH2i1aoEHOY7/bOQZzec0zl6/B3Ny5czly5AhPnz4lJSWF2bNnM2zYsNdq08TEhIkTJ6Z7TaVS4ejomGkgB+Dk5GTQPYoVK4aLiwsKhYLw8PAs+2Fqaqr/MDMzS/e1Uvnm1q7JZDLszOywM7PDtaSr1D+FCT9d/YlzQecYWX/kG+uLIAiCIAjpyYxMAShpZ4EqLo5illaEPXmS43Xt27encePGrF692qD75Wsw5+TkxNmzZwF49OgR69atY9myZYwfPz7f7qHVatmzZw+TJ0/OtzYTExOpXr06crkclUpFQkICCQkJqFQqUlNTAUhKSiIpKYno6OhM2zAxMcHCwgILCwssLS2xsLDA1NQUIyOjLIPO/NSodCN+uvoT/4b+S0xSDFYmb3b9nyAIgiAIoNFoUJpboAFKlXQgTBUHllbERkQU2D3zNZgzMzMjJiYGKysrypYty4IFC1i7dm1+3oLly5fj4uLCyJH5N/qkVquxtrbOMDet1WpJSUnRB3eJiYn6P3UfrwZ7r47sKRQKjI2NUSqV+j+VSiWmpqbpRvtMTExeK+irWaImZkozElISuBh0kdYVWue5LUEQBEEQ8iZKFQVyI9CCo2NJQgIeA5AYl3OqsrzK12Du6tWrTJ06lZYtW9KsWTOqVauWLoGwv7//a9V23blzJydOnGD37t35Pto1ffp0jI2lKg3t27enffv2yGQyjI2NMTY2znJzhC7Yi4uL03/ExsaSnJwMSIGiLhjMju5euilbuVyOQqHQfxgZGWX43MjISB8cGhkZ4erkytnHZzn35JwI5gRBEAShEDx65IcmbWtpuYrVuHnvAQApqVmnIjt69ChHjx4F0McPhsh1MHf69GlKlSpF2bJlMTLK/DJnZ2fu37/PtWvXOHfuHGvXruXWrVvs3LkTV1dXbt68qe+soXbt2sWWLVvYu3cvJiYm3Lt3DxcXF0xM8ieh7vz58/OUmkQXTL16bUpKComJiSQlJZGcnExKSkq6P5OSkkhMTNR/07RarX50L6+a0ISLXORc0LksN4cIgiAIglBwnvjdAiAlOYlyNWqjOLwfAC1Zb6TUDSKBtJu1wNbMubm50bRpU+rWrUvjxo3p27dvhnMGDBjAnj176N69Ow0bNmTcuHEAPH/+HB8fH3x8fAzqnM6uXbtYs2YNe/bsISUlhZSUFDw8PPD09KRcuXKsXLkSHx+fPOWxKyi6IM/S0jLb8zQajT6w0wV/qampqNXqDB+vvp6SkpKurWIUo4xRGR7EPuBxzGNcrF0K8i0KgiAIgvCKsMdPABNUMTHY/+9/KJVSECcrwGpOuQ7mqlatypkzZ7I9x8HBgU8//TTD6yVKlKBHjx5Ur17d4A4GBwfTv39/1Go1jo6O6Y55enoCEBgYyJ07d/SvJyQk0LFjR4KDgwkODsbNzY1evXoxevRog+9f0ORyOWZmZpiZmRl8rVarJTU1lZSUFO7cuUN4eDjlzcrzIPYB556cE8GcIAiCILxhsZHRYOJIiioOuUJBMXNztICRqXmB3TPXwVzt2rVf+2a6XHGGcHJy0m8yyMqiRYvSfW1mZsapU6cMus/06dMNqs1aFMhkMv0IYPHixQkPD6eiWUX+iP2DG89v8En13JUOEQRBEAQhfyQnJmNkAiQlAmBjZ0skYGRihlqjRiHPero1r3nm5DmfInl55GjPnj0MHjyY5cuXc/XqVYNvWhTNnz//rQrkXqUrbWaGGaYyU+JT4gu3Q4IgCILwH6TRSKGVXCMthSrhXEZ6HRnPw4KyvbZ9+/bMnz/f4HvmemTu5apfvXr1wtXVlWrVqjFs2DCsra2ZN2/eW73gXnb1KtSqBdnUey3KLC0tUSgUyGQyHBWOJKYmFnaXhHyk1WqJSozC0sQSI3m+F24RBEEQ8olcKSUMNjaSYqJylapz57m0Z+DR3Zs4O+b/Eqhc/1TQaNJvqa1QoQKtW7c2eMdFUaQA5n76KfbAp5064dy3LzRpAm+wqsPrksvlWFtbExIXIoK5d4zvM1++Pfst9yPuA2BrZssn733CMNdhb/UvUIIgCO8iI9NiAFgWswDApXpNUk+ewkhpzLOH96F5Adwztyfu3bsXCwsLOnToQOvWrTE3N8+ybNbdu3epUqVKvnWyoJUEDgcHo5TL2bNlC+3372dg+fJU6tkTunSBypXhLfihaWNjgzxITglFCfxS/Qq7O8JrSlYn43nak8P3Dqd7PTIhkvWX1xOTFMOExhNEQCcIglBExCbEojA2Qa0B+7RNm+a2tiTGx2FhY0dkcEi21xf4mrnU1FS2b99Ot27dKF68OG3btuXGjRucPXs2Q240Dw8PgztSmJ4AUzZswOX999FYWPB7TAx9r11j3LffcrF7dzR9+8KWLeDnB5qsk/4VNltbW+QyOXZyO5JTDE86KBQdWq02XSDnWtKVHz78gZ+6/USPqj0A2HFzB4t8FqVbAiEIgiAUnsBnD1CnhQll//diUEudoAIgPiY22+sLfM1c9+7d2b59O76+vpw8eZJTp07h5+dH8+bNMTY2xtXVlebNm9OkSRPu3btncEcKW7ePPqLfgAH8+eefeG/YgJ+vL2ejozkbGIjzs2d0/Ocf6piZUa14cTSWloSlpBCvVqORyZDJZFRwcsLG3h6srcHKCuztoXFjqFLljY3qWVtbI5fLkSHDXF1wW6CFgrfl+hZ9IDe24VgG1BqgH4Gr4VgDEyMTdt7cyc+3fqa5S3Mal2lcmN0VBEEQgEf/XgdAo06lwnsvsoBokqWlT0mJBTPQkutg7vPPP0cmk/H+++/z/vvvM3HiRDQaDRcvXtQHd2vWrGHRokVv7bSPQqGgXbt2tG3bln/++YctW7Zw8cwZnkZH80N0NISFwePHWV7vrFRSw8yM90xNqWlmRk0zM+ROTvDxx9C/f4GvwVMoFBibG0M0WGqzT1YsFF0+j31YeWElAB9V+yhdIAdSSpqvGn/Fw6iHnHtyji3Xt4hgThAEoQgIDQwEjIiPjcHxpeVmMrW0s1WtLpj75jqYa9WqVYbX5HI5DRs2pGHDhkydOpXU1FTOnTvHoEGD8rWTb8LLeeZkMhlNmjShSZMmBAUFcejQIc6ePcu9f/8lJTZWP9Uql8mQy+VoNBo0qak8Vat5qlZzLDERoqNxUKtpGxJCr8ePcTl0CCZPhgYNCvR9mBWTUsiYa8XI3NsoRZ3CwrML0Wq1uJZ0ZVKTSZn+ciSTyRhcZzDnnpzjQtAF/ML9qFzc8DyOgiAIwusJiw1jy59bKOtcltjwSFA6kBIXh1FavXcApTxtOYzCOItWJHldM5evOQ6MjIxo1qwZ9erVy89m34isarOWKlUKd3d33N3dSUlJ4dGjRxgbG2Nvb4+ZmRkymYyUlBTu37/Pv//+y61bt7h16xYPHjwgNDmZ7VFR7PL3p09kJMPc3bFs3hy++EKafi0Axml/eeTISVGnoFS8PTtyBfj1zq8ExQRhJDdittvsbL9/75d8n6r2VbkTdoct17Ywt9XcN9hTQRAEAeDIlSOYh2oJinlECgrkgCZJle4cU93PZuPsS3q1b9+exo0bF1xtVkNMmzatIJotdEqlkooVK2b6erVq1ahWrRo9e/YEpHq0x44d49dffyXw/n22BQdz6MEDhkRF8fHff2Pyv/9B7dpQp470UapUvqytM0mr/WaEEYmpiSKYe4uoUlR87/s9AL3e64WzpXO258tkMgbUGsCMEzM4+uAooxuMpoRFiTfRVUEQBCFNxMV/0aRYoZSDuYU9iUka5Knp18ZZWluhApRpaUvyW4EEc3Xq1CmIZt8qJUqUYMCAAfTp04fdu3ezYcMGop8/Z3lICNsiIugQGkrTmzep/euvKGUysLODqlVffFSpAs7OBgd4JkopmFPIFCSkJmBpItbOvS22Xd9GREIE5kpzhtYdmqtrWldozcoLKwmOC2b3v7sZ3aDo1R8WBEF4l2kTjUABKRpITZKWYSnl6X922zo6ooqXRuZUifGY53NQl2Nqku+++47w8PA83yA6OvqtGKmbPn06R48ezfd2lUol/fr1Y//+/QwcORLjKlUILV2aLUolIyIj+eDBA4Y8fMjif//l999/J3DdOhImTkT74YfQsiV8/jl8+y2avXtRX7+O9pU0MK/SBXO6kTnh7aBKUbHl+hYABtYeiK2Zba6uM5Ib0a1KNwD+Dvy7wPonCIIgZPQs6hlGxtIa9ZAngegSRVkUS79uvVS5/wGg1cKjgDtZtnf06FGmT59ucD9yHJkbNWoU48ePp0mTJvTp0we5PNep6Thw4ADe3t5vRZWIrNbM5Rdra2vGjh1L3759OXDgAGfPnuXmzZskazTcSE7mRkICJCZCVBQkJiLTaDCSyVBfvMjLme1sjI2pVaUKdVq1okGfPlSuUSPd98TMWNoAYSQTwdzb5PiD46hSVJgrzelXs59B1zYq3Yj1l9dzP+I+4apwipsXL6BeCoIgCC+7dvcSqRpITUnmwq/7af3ZEEzNzSnlkL6oQoVqdbhw6wEAj+/eolq19zNtr8DWzCmVSlasWMGaNWto2LAhXbp0oWnTpjRo0CBD8KNSqbh8+TKnT5/m4MGDtG3blq1bt2JuLnZW6jg4ODB06FCGDh1KTEwMN2/e1G+auHXrFpGRkQBok5NJSUqSAjzdnykpRCUnc/rGDU7fuAErV2Lj4EDD5s1p2KMHzVq0ECNzb6kDdw8A0KZCG8yVhv17ec/hPSyMLYhLjuN80Hk6VepUEF0UBEEQXvHQ9wparTFhT58yb/lyJo4ZjZGxCas3bkx3nmP5CiQlqDAxMycs6Em+9yNXa+bkcjmjR49m0KBBbNmyhaVLl3Lq1Cm0Wq1UQkouJyIiArVaTYMGDejQoQN79+7F2Tn7Bdz/dVZWVvoUKCBl/Q8JCSE6OpqEhARSUlKQy+UoFApkMhlylYrAI0e4duwYl+/c4WFSElHPn3N0zx6O/vorFo6OfLdtGzKZDCOMSEhJKOR3KORGYHQg155fA+DDKh/m/sKUFEj7+1HfuT4nH57k/BMRzAmCILwpCWFxyJR2JIaF0PDjj1lsZMTTBw94r337dOfJFQpSVPGYmJkTHR6R7/0waAOEpaUlo0aNYtSoUajVap4/f05wcDBqtRoHBwecnJwwNTXN906+CS/nmSssMpmMEiVKUKJE1jsSazRqRKfZsyEmhpBff+Xczp2cu3aNf2JjiX32jG0TJlDJvTdqI4UYmXtL6EblXKxdqF2idsYT4uPh2jW4cQPu3oV79yAyUhqtNTaGGjXoWxJ8rVM5H3QerVb71ibuFgRBeFuoNWqMjC1Ra8ECKRtwwx49sj4/UUpXkhCvyvKcN55nTqFQ4Ozs/M6MvhX0mrl8Z2WF46BBfDhoEB+Gh3NhxQpGLVnCtZAQ3g9NBDslqpSs/8IIRYNGq+G3e78B0LVyVykIi4mBq1fh8mW4cgXu3Mm6JnByMvj6UkOdzPzEh2zskkBA5wAq2FZ4c29CEAThP8gv2A+ZTAla+F+ZsjlfkJauJCUlYxmI3WsX8vThIxxLlWT+/PlFI8+c8IYVL04DDw9aBAVx7fRpwlM12KrUJCaLkbmi7tyTcySGPKPh40Q+Dn0I3/aF+/elLU8vUyqhWjXpo0oVcHQES0sID4erVzE+eBC7B4FM+PkJUcyEhZvBgM1KgiAIgmFuXTtHqgZUcbG0adUux/PlWimI02gVGY7dv30PM+eK3L/nn6e+iGDuHTLum28Y0q0byUBisgZEMFd0hYfDsWOYb1vCqpv3sFAWw8L6txfHjY2hVi1wdYX334caNcAki8zhLVpAv37EfN4FM98b2O87DiYzYfZsMBL/xAVBEArC01t+gDURT4Oo3Lp1jucrjaRfsGXKjCW9NEgBnlybxSxMDsT/9GmKwpq511W2bFla1a0LQHKqBllK9jnphELw77+wYwccP442NRXziHukasHcyg4aNXoRvFWrJgV0uWVvT9SiufzxzVC6/ROJ9sgRZCoVeHkZ1o4gCIKQK5okOShAGx2BsZlZjuebFzNHAyiMM54rS8tEkZKSUDB55v4r3ro1c1lwKVeOCECjhcQUMTJXZDx8CKtWwalT+pdUliYcKWvJxSqWeE06CrYur3WLuqXeZ0pLR1SmCqZdScL09GmYPx9mzcqXUnGCIAiC5F7wPYxNrUhO0VI8lzMg1rY2RAJK82JoNJp0OWIVaRUhHB0dmDBpjsFr5sSimneMTcmSgBTMaePiC7k3AklJsHw5fPLJi0CuenWYN49dXgPZ3N6JxLo1KPWagRyAnZkdDsUc+K1xcW5/mjbCfOgQbN/+2m0LgiAIL5y78hcpqVrioqNo0Kh5rq5xLFVG+kRuRHj4M/3rqakpGBezAMDO0TFP/SmQYO6HH34oiGaFXCju4oImNRU1IIuOzXhCUJAUYAgF79Yt6N8ftm6VdqNWqABLl4K3N7Rvz5ngcwA0K9Ms325ZtXhVAP5sXAK6d5de/O478PHJt3sIgiD814X/+xCtFp7cuUOTwYNzdU3ZilX1nwfcvq7//NGdG8jk0pq5kuUr5qk/BRLMffPNNwXRbIEqqNqsb5pt6dKkpqSg0QJRrwRzN29Ct27w1VeF0rf/lP37YehQaXrV2BjGjpXWyrVoATIZkQmR3Ay5CUDzstn/VqfVann06BFXrlzJsU5yNYdqANwOuwNTpkCdOlIgmZabUBAEQXg9TyKfYCKTlmVZqGIxt81dLe3y1eugTdvg8NT/nv71B/9e1X/+PDoxT2vmDA7mEhIS+Prrr6latSoWFhYoFIoMH8+fPze4I4Vt/vz5b/XmBx07e3tSUlIASA1/JZh7INWFw9f3Rd4yPz9wd4e/RZH2fKHRwLJlMHcupKZC5crSyNzAgaB4sR3d57EPWq0WC2MLapWolWVzKSkpXLt2DT8/P8LCwvD19eXatWskJma+HrKqvfSbn1+EHxojBSxcCFZWEBEhTfcKgiAIr+Xstb9ISdGQqIqnacMmub7OzMqapPg4AMJfipOeP34EQGpyEh/3G8D8+fMN7pPBGyC++OILtmzZQpMmTXj//fcxfmWnnFarZffu3QZ3RMgftra2pKamApAa80rSYN30anIyhIZCiRLw889Sctrbt2HnTnhHkkAXCrVa2mxw5Ij0datW4OEBmexy+jtQCp4bl26MkTzzf4YpKSlcvHiR+Hhp7WOxYsWIj48nJCSExMREGjRokKHSgy6YS0hJ4FHUI8oXLw9ffglz5sCBA9ChAzRokE9vWBAE4b/n2dU7oC3G47t3GbFosUHXpiaowMKK+OgXMyVR4RFgVYoUVVyeq/cYHMwdPHiQM2fO0KhRoyzPeRemK99WJiYmaDVSYkJ1XEr6gy+P5gQGSsFcQID0tUolBR5r14pks3mhVsPMmaD7uz94MIwalemz1Gg1nA86D0BTl6ZZNvngwQPi4+ORyWQkJCQQGBhIvXr1CAkJISYmhrCwMBwcHNJd42DugJ2ZHREJEdwJu0N52/LQtSv8/jtcvCjtbt21K+ucdYIgCEKWQmJCMNYUIxkwigjFxsWwzWuatPyviYkv1q6rVImYWL0o95UXBv/UtrGxyTaQAwgKCspzhwrLu7JmDkCGVD1Ak5ia/sDLwdzjx9KfDx++eO3yZekH/au0Wpg4UVrvNXMmXLiQsULBf5lWKwXCur8/I0bA6NFZBsUPIh4QkyT9VlbfuX6m58TGxvL48WNCQ0P5+eef8fDwYO3atQwbNozbt2+TnJyMv78/2le+DzKZTD86dyfsju5FmD5dWrv35Als2JAPb1oQBOG/5+e/dpGaCkmJCdSvXtPg62XqtGVQL1X0Uus+T03i6NGjb2bN3KhRo3IsAtuzZ0+DO1LY3pU1cwAKuTRMq05+JZP0y7tYHz+GqCiIjpa+1k29rVkjTcO+7N9/pbQaKhUcPiyNOH333et3NCoKdu+GvXule7x637fFxo3ScwHp2Qwblu3pvs98AShlVYoSFiUyHNdqtfz77788fvwYPz8/fH19USqVODs7o9VqOXToEI8ePSIyMpKIiIgM1+uCudtht1+8WKYMDB8ufb5li7RWUhAEQci1Cw8uoAhKRqMB3z/+oM2w4Qa3oZCl/QIuV+pf06YttVHItbRv3/7NrJkbP34833//PX379qVevXrY29tnmOM99VJi1PwQFhbG6NGjOX/+PAG6acEshIeHM378eG7dukWxYsXQarUsXLiQJk1yv0jxbadQSDG69tVavq9Os+qepVwOkybBxx9DQoK069He/sW5v/wi/eniAsWLS8Xft22Djh2lOqGGCguTRocOHUofwFlaSmvO3NwMb7OwHD36YqSrTx/47LMcL7n87DIA75d8P9PjDx8+5MaNG6hUKi5cuMDAgQP59NNPsbGx4fTp08yaNYtHjx5hZmaGv78/dnZ26f4N6oK5u+F30Wg1yGVpv7N9+ikcOyYFcnPnSilSFBlrBAqCIAjppapT+fv8Xyhj1IQ+eUw5tQanGjUMbsfERAridBUfAOQm0rpqU9O8L38xOJi7ePEiM2bMIDQ0lF2ZTclBnhfwZebmzZuMHj2a6tWrZ5hSyszYsWN59OgR586dQ6lUsmrVKjp37kxgYCCWlpb51q+iTJm2KUWtST/wGh8XQUhUAJYmVtg/fvxiitXZGaytX5z48gheXJwUAAAMGiStvxowAO7ehUWLpFEpQ77fKhWMHPkikLSxAXNzePoUYmOl6dyRI6WgqKhXLfDzk6ZXAZo0gfHjc7xEo9VkG8wlJiZy6NAhtFotAQEBDBs2jI8++kh/3M3NjWnTpvHdd99RqlQpHj58SOXKlbF+6funC+bik+N5EvMEF+u0NR1GRvD119J6vtu3pc0vffvm8c0LgiD8d2w7sw2zMEhUa7hy9Ag//bo/T+1YWFqQACjNiulfMzKXEgZb29rkuX8GT7OOHj2aihUr8tNPP3Hs2DFOnjyZ7uPEiRPY2OS9Q6+yt7fn6NGj1K+f+dqiV127do2mTZuiVErRb6tWrYiKiuLu3bvZXvcurZkzNjcF0gr3al5MtQaFBvAkMYEQVbi0dsrfXzpQvnz6BfEvj+D9/rv0dbFi0K6dNIo3ebJ07OpVOH489x3TaqVdlQEB0vqt6dPht9+kXZZHj4Lue7x2rZTeoyhLTIQZM6SRxfLlYcGCXI1yBUQGEJ0oTW27lnRNd0ytVuPl5aX/paV9+/bpAjmdDh06UK9ePSIiIggODsZf931MU9KiJFYmUg4k/bo5nffeg969pc9/+in991oQBEHI4LcrvxEbEEFSgpp/z5/nkxZulMjDqByAnaO0tMbI1IzU1BRiIsNQmpoD4Fiq9JtbM3fnzh2OHTvGoEGDaNOmDR988EG6Dzc3N/r162dwR7Li5OSEiQE77z766COOHDlCdNpasJ07d+Lg4ECVHKYD36U1cybFpIg/1UiJJipS/7pfcAgjQ5NYEJ4oBSHnpR2VlCuXPpjTjcxptdJ6NoBOnV6k2KhdW5piBSl3WeorGy2ysn07/PGH9Pm0afDRRy/uW7w4rFwJvXq9OFfXv6JoxQopKFUqpR2ixYrlfA0vplidLZ0paVlS/7pWq2XevHmo01bCOjs706FDhyzbmTJlClFRUWi1Wq5du5bumEwmo5JdJQAeRj3MePFnn4GpqZR7TjeFLgiC8B/nH+LPvov70tU1P3//PPdu+UFYEk/9HxB+8RL9XmPNeMly5aVPZHIC/G5y9+qLn3Mularlec2cwcFctWrVMMqhqOykSZMM7kh+mTNnDi1btqRs2bJUqlSJ/fv3c+rUqf/MFCuAuY2UjTpVqSTp+VP964/CpMXyN5LUpGo14O9PgkbD4bAwYlSqFyNLutGa27fhXlqW6ldHiMaMkaZBQ0KkzQs5CQmRAiBdW127ZjzHyEga9Xs/bfrRw0Oaei1qzp6VpihBeg6VKuX60ktPLwEZp1hXr17N+fPncXBwwMHBgbZt22bbjoWFhX5XeWxsLMHBwemOl7UpC8CjqEcZL7a1lWrFAmzaJEbnBEEQgF9P/0rgvUDWHFhDZHwkJ2+d5OyFsyhDUggLDsHnl1+ZuWgRxhYWeb5H+aq19Z8H3r3F43vS7IlWq6Fy7bznADU4mPv222/56quviIyMzPKcnFKXFKQxY8bg4+ODv78/9+7dY9KkSfTt2zfTXX/vKgsba5CBxih9MJeYIP3QTgUepv0A/yHkGZ95f0fPQT1J1SWA1v1w161rK1kyY8Di6AgV02rIXb6cc6f++EPaf128uLQuLityuVR6ytxcCgAXLcq57TdJpYJ586TPGzaUNj3kklar1e9kfd/5RTC3fft2vL29qVGjBra2tlSqVCndGrisdOvWjaSkJLRaLYd1u2nTlLGSCjoHxgRmfvGnn4rROUEQhDThseEoVAo08akoEhX8eOhHrl+7jkmYmqiwSE5s38HkIUOo85ozj87lK5KaIm38e/7kEWFpv4gnq+IxNc/dDE9mDA7mZs+ezZEjR3B2dqZmzZq0bNmSVq1apfsorMBJpVKxZs0axowZg52dHQCffvopcXFxrF69Ottrp0+fzoQJE5gwYcJbv3bO2toGLSBXKol58lj/emLSi52j95KkgO1CXAzxslSu3rjK92Fh0kHdNKsuqMtqCtE1bc2Xr2/OndJNr7ZuLa2Xy07Jki8CvsOHpZqyRcW6dVKQaWYm5dwzIMFyQFQAUYlRwIv1cocPH2bp0qVYWVlRrVo1nJycKFeuXK7aMzMzw8nJCYDAwEB9pQh4MTIXGB2Y+cYhOztp9zJIo3Nva1oYQRCEfHDxwUUUoUloQlRonqowSlagCEsmyC+Awxu/p5erKx9+++1r30cml5Oikkp6RYeHE5dWCSJFFaePQfKyZs7g3aynT5+mTJkyODk5ERcXR1xcXIZz1OpXc2K8GampqWg0mgwlxoyNjXMMMOfPn4+VlVVBdu+NsbW2RSsDI6UxYY8eostPrQvmNDK4n5SIVqvlrlqNRqYgITWBH8Oe0cTZmVqvBnOmppnfyNVVSjJ87Zo06pbVBoDgYLh+Xfo8h+lDva5d4ddf4cYNaaH+kiW5u64g6UqegbTjtkTGHHHZuRp8FQAnCyecLZ3x8fHBI203bNu2bXF2dsbc3JzixYvnuk03Nzf279+Pra0tv/zyCwMHDgTQ72CNT44nMjESOzO7jBcPGCC9n4gIKdju1Mmg9yMIgvCuuPfgDupULU8DArj9zznqd+5I8AN/fI//QZf33mP0L7/kW4YFdWICWIMqNp7k5FTMAJITWbpyPQAxMTE5DkC9yuCROQcHBwICArL9sH85R1kBW7lyJX3T0itYWVnRokULNm3apC82f/r0afz8/LJdTP6usbORfnAbKZVEvVSNIylZeibJRjIeJCbyJCWF6LQEw0pbJalomf3sGRpVWkmRl4I5Ly8vPvnkE3744YcXgXHdutKfKpWUqiQrf/4p/engIG2eyA2ZDIYMkT7/668XO28Li0YjbXTQaKBq1Rc7Qg2gC+Zql6jNjRs3mDx5Mmq1mho1aujrrJYuXdqg1D6lSpXCxsYGmUzG+fPn0aTtXi5lWUqfXy7TdXMgjc61ayd9nkWaIUEQhP+ClKAY0ELEw4ckPX7ModVruXTkKMOaNOGb06eRZzWokQfaFGnAJDlFjRppEESmzeVGwizkac1cTry9vfPSl0wlJCTg5uaGl5cXwcHBuLm5sWrVKv3xwMBA7tx5kX5hx44dFC9enEaNGtG8eXPGjx/Pjz/+mONO1XcpNYmpsSkyuQwjY2Minj/Xv56UFuAmK+U8SE7mTmIiKUYyFGYKnLs5k4qGwORkInXBWlowdyEqij179uDv78/atWvp1KkT+/btk4KB8mk7c7JbN6dLX9KmjWF1X5s1e7EuLx//TuXJ8ePSyJyuNFYeku1eey7tOrVX2TN27FgSExNxcXFh+vTpaDQa5HI5zs7OBrUpl8spn/Y9MDEx4cqVKwAoFUr9btnHMY+zvF4flN66JX0IgiD8xzyJeIKJVgrW7BJUbP7pJ7qVLcv8/v0ZfvgwspyWBhlIRlr9dOT65MHGSulnSl5Tkxg8zTpgwIAcz8nPFB9mZmbZVpRY9MoCeWdnZ7Zs2WLwfd6laVaFQoFcLsNIqSQ6LFz/enKK9Bco2UhGUFwq11QqkhRg6mSK0lpJMhqMgQTd1HmiNBW7+tYtMDHBxcWFuLg4IiIiWLhwIbVq1aJC3brSRglfX2na7lVPn75Y85bbKVYduVxKcPv113DkiFTz1MBgJ1+kpkpr5QA6dJBytRkoXBVOUEwQic8T2bVlF6kJqZQoUYJVq1bx5MkTQErDo8uPaIhy5cpx+/ZtHB0d2bdvH++n7QYua12WoJigrEfmQHovNWpI36Ndu6Q8gIIgCP8hl/0vo07WkJSYQN2KlXHu2ZNvCrAsqdIobUbM0g6FsRTMmVtIuebat29P48aNC36aNTd69OhREM0KuaRQKKSROaWS6IgXu44TU6Rh3FQjOWo5HIuJIclICubkxnJS0+p/qXTpQBITOR0Xx61wKSD09PTkwIEDlCtXjpSUFGbNmkVqnTrSuVeupEtQrKcLxB0dpaAhTVBQED///DOTJ09mwYIFnD59moSEhIzXt20LpUpJbRfWVOChQ1ItW7n8RX1TA117fo2k0CSCdgSRmpCKg4MD69atw8LCQp8TsXTp0nlq28bGBhsbG8zNzTl//jwxMdKCWt26ucDoLHa06uhG544fl9bPCYIg/IcE+PmhUcOzgAAaf/hhgd+vWDEpcDOxtMEorZSXw2sOVORpA0ROzpw5k6fOCPlDLpcjU8iRyxVExqXtcNRo0JoX46PBn+Mb8C+3fa9hJDNDpQ3F1skUmZEMNWpAoQ/mNCoVa0JDwdycli1b8l7aiJSHhwdDhgzh9u3beN+9yzCQyn7dvw+VK6fvTNqoE3XqgFyOWq1m/vz57N+fvhTKL7/8QrFixZg5cyatW7d+cUChgJ49pRx1R4/CuHGGTdW+ruRkqWQZQLduUsH6PDjhe4JH2x5hmmJK8eLFWb9+PWXKlNEvEbC0tMzzyLBu00RwcDC2trYcOXKETz755EUwl1V6Ep3WraWKGxERUjWOwYPz1A9BEIS3jUajQRuaiAwlcYGPKP8GNoJ1/+wLvl+yCJmREjRqjEilx4S1r9WmwcGcm5tbvtZeLSqmT59O165d34kqEAqFApmRFPDEJaVCSgqo1ViULY+doxN1rYpx5d9bqIvZQHgopk6myGQyFAoZmhQNqrQUF+cDAniQlITMwoKRI0fq269evTqDBw/mxx9/5Ptdu/ioRAnsnj+XRudeDeaioqQ/bW1JTk5m6tSp+l8IHBwcaNSoESEhIfj6+hIfH8+UKVMYMmQII0eORK4L2jp0kKpDhIXBpUvQIO+JFQ22bx88fy6lUxk2LE9NPHz4kJ88f0Idr8a+pD3r16/HxcUFtVqtT/br7Oyc539XMpkMOzs7rK2tKVGiBPv27UsXzD2OfoxGq9FviMjA2FjaPbxpkzQKOWhQ0a+LKwiCkA/8gv0w1piQgoaSqanIdJWOClDp/1Vh9prvMz129OhRDh48aHCbBgdzVlZWfPdKKQuNRkNoaCj//PMPjx49YuzYsQZ3pLC9a2vmZGkL9GMVCqmKgkKBOm09lpm5OWqtGrVGjdxUjtJWSXHz4iQYydFoNSSk7WZ9nhaIudjbU6FChXT3GDZsGHv27CEmJoa/ZDJ6AISHk0FacmmNlRVffvklFy5cAGDUqFEMGTJEH8BER0fz9ddf888///DTTz/x/PlzPDw8pOOOjlIalMuXpbVzbyqY02iksmIA3bsbnIoE4MaNG4wdN5boyGgU5grmLpmrzyMXFhZGSkoKMplMny8ur2xtbbGxscHR0REfHx/u3LmDSykpmEtWJ/M87nm68mEZdOkiBXMPH0obIfJYd1AQBOFt8vetv0lN0RAbGUG92nULuzt5XjNncDDXunVrBg0alOXxvXv3crMoJXn9D5LL5cjTRuZi5XIpdYhSidpICuZMzIxBDmqtGlMnUxRyBQ2cGxBsdBqt9sXInCptDVuxTH5TMTY2xs3NjQMHDvDns2f0kMmk+7wqLSA8FhjIhQsXkMlkTJ06lZ6vLC61trbmu+++Y9WqVWzevJnDhw9Trlw5PvvsM+mEjh2lYO7PP2Hq1JwTD+eH06elaWKZDPKQ9fv06dNMmzaNyLhIFMUUuPR1oUP9Fylynj17BkgjlK/mRjSUjY0NpqamODo6Ympqyr59+5g8ZTLGCmOS1ck8jnmcfTBXvjxUry4FcgcPimBOEIR3Xqo6lejAcBQauHflCsOnGb6LtKgwePHRLzmU/vnoo4/YvHlznjskvD6FQoE8rX5uvC6YS0pCmzYyJ1fKMVYao9aoqVKtCn0t+1LdrDoKZdrIXFoQF5/2p0WxYvx45UfG/j6WiIQXC+R1a9suPn9OjFqdeTAXGYlGq+XHv/8GoGPHjhkCOR25XM7YsWP5OK0ywZo1azhx4oTuZlJR+/h4eFNrMrdtk/5s2RIM3Jywd+9eJk6cSFJSEub25pQdVJYa1WpQzFiqppGUlERYWsUNQ9ORZMbS0hKFQoGNjQ0lSpTg999/JzkpmdJWUr+z3dGqo6uXe/SoqAghCMI77687f2ESL0er1WB0/wElmjcv7C7lWb6vJPfz88u2bmtR9S7lmZOCOWmaNUFhhCY2VkozkhbgyYzlGJsYo9aqqVKhCmZyM2ySbTBSytCiJVaVfmTO1MyM9ZfX4/PYB49THvryUPXr16dYsWKoZTL+io2FV3ejarUQFcWp2Fj8Q0ORyWQM0SUCzsZXX31Fg7Sp1JkzZ/L48WOwtJTyzgH8/vtrP6Mc/fuvtAYQoH//XF+m1WpZv3498+fPR6PRUKtWLeqPqo+xjTG1S7xImBwcHIxWq8XY2Nigig9Zkclk2NjYYGVlhbOzM/Hx8Zw4cSL3O1pBSiCsVEqbWbJJByQIgvAuuH73OqmJaoLu36dLkyZgZPBkZb57Y3nm5mSRhyo1NZWgoCAOHTqEm5ubwR0pbO/SmjmZTCZNs8pAoVQSExqKhVyOXJk2laeQ4fS+E7LnMqzsrVDIFGiTtBiZKoEE4tKCuXhdWS8lqDVS2pKzj8/yy+1f6PVeL4yNjfnggw84/PAhf8bG0vXVkTmVCm1KilTztVQpWrdurU9wmx0jIyO8vLz49NNPefr0KZ6enqxbtw5Zhw5w8iT4+Ej1Y01M8uuRZaQblateHWrVytUlKpUKT09Pjh07BkibheZ6zqXzrs4A1HGqoz9XN8Xq5OT0YqPHa7KxsSE8PJyaNWvyzz//sG/fPmoMlaZLcxXMWVmBm5uUouTQoRfVIQRBEN4xz6OfowhVo9HAo2tXmb12fWF3CXiDa+Zmz56ddWNGRrRt25a1a19vi63w+uQKOVqkYC4uPByZiTFGuoS0MrBvYM8H731A6P1QFHIFaKG4U0li7sWgSkybZk0L5tTG6fPHLTu3jHrO9ShnU45WrVpxePNmzsfHExcTg8XLJ0ZG4hMfj19SEigUDB06NNf9t7Ky4uuvv2bUqFFcvnyZX3/9lY/atZPSkiQnS/VgC2ojRHT0ixJk/frlamdnYGAgEydOxD+t7Ngnn3zCxIkTeRj9kJgkKe+bbmQuLi6O2LT0LyVLZrOOzUC2trYAlChRAiMjI3x9fanfpz6QQxWIl3XuLAVz585J6x1tbPKtf4IgCEXFiRsnIF5Doiqe95JSsKhXr7C79FoMHhKwt7fn4cOHGeqxPn78mPj4eH777TccHR0Loq+CARRp06xGSiVxkZFER4VjZGwMMmnkzkRmQlBsEKYyUxQyBTJk2JeU1lep0oI43Z+JRtL6qcrFK1PGugxJqUlsuLwBgMaNG2NmZkaKVsvfj15ZlxUVxfm0zRQNGjWiUqVKBr2HBg0a0L17dwCWL19OiEr1YmH++fOGPRBDHD0qVX2wspLWy+Xg1KlTfPrpp/j7+2NsbMzMmTOZPHkycrlcX4/VsZgjThbSjlVdOhJzc3MsLS3zrdtWVlbIZDLMzc31OQH9/vGT7hkXrJ8ez1bDhtL71mhAt15REAThHfPkUSDqFA2Pbt+me9++b306JoODuZEjR+Lt7U1oaChly5bVf5QqVSpPpYiKindpzRykBXMyKZiLjYwkNjoSI6USLYAMjGXGPI55jInMBIVcgUwmw76EFMwlJCWBRkN8Wi3XeLlUo7WqfVUG1JJKdt0Klep4mpiYUDstbYn/q9UDIiN5npICcjkVdDVWDTRu3DgcHBxQqVRSTd6GDaUDBRnMHTok/dmuXba7ZjUaDatXr2bixImoVCqcnJz4/vvv+fClDOLXgqV6rHWc6iCTydBqtTxPq5fr5OSUrzkbFQoFFhbS2GjztIW8V89eRavVkqxOJioxKudGlEppqhVe1NQVBEF41wTFI9OCLCyUOiNGFHZv9PK6Zs7gYG7u3LmcOnUKTWalm95i8+fPfycSBusoFArkaWvmYiMjiY2KTDfNaiIz4UnMEymYkymQy+QUd5B2VcYnJ0NyMvFp3+NohTS6Vt6mPFWKVwEgKCaIuGSphqt12lRc3KsbIKKiCElNBSOjPI/WWlpaMmbMGACOHDlCgG5X6d27LxIS56eAAGnzA0i517IQFRXFmDFj+OmnnwBpFHHr1q36ETGda8+lYE43xRoTE4MqbW3h6+aWy4xu3WfFtOA54nkEic+kYPxZ3LPcNaL7d3D5sijvJQjCOycxJRFTuVRSq4KNJTI7u0Lu0Qvt27dn/vz5Bl9ncDBnZ2fH8ePH9bsNhaJJoZBG24yUSuJiYoiLjZamWUE/MqdJ1SBHjpFcWjppYWmLqXkxElNSIDERVVowF66VaoeWsylHRbuK+koCfuHSFJ5lWgARm5iYvhNRUdLInEJBiTwk3NXp0KEDFSpUQKPRsOH0aTA3l3bKXryY5zazpBuVK1tW2vyQiX///ZdPP/2U82mjg0OGDGHVqlXYvLK+LFwVzpMYqZyZbvODborV0tKSYsWK5Xv3X97E89577yGTyUjxk0ZYg+OCc9dIvXpgaytNtf7xR773URAEoTDdD76PNm08qnyF/xVuZ/KJwcFc1apViU9bB5WVr7/+Os8dEvKHFMylrZmLjSU+NgYjpRKZDBRyBSYyE0xk0m5QhUxaX4dchmPp0qiSpWAuXq1Gq9WSlLYBorxteUyMTChnUw6AO2FpdUXTgpjYpCQpyEqjDg8nLDUVFIrXWkcpl8sZkTYMfvzPP/HTVaNIqyaRbzQaOHxY+rxLl0zXUOzfv59hw4YRHByMubk5ixcv5osvvsh0R6puVM5caU5Fu4oZplgLgrW1NQCJiYl06CAlKI67HYdWo819MKdQQKtW0udiqlUQhHfM3Ud30GggIT6OGvUaFXZ38oXBwdzChQsZMWKE/odSZn788cfX6lRheNfWzBkpjKSROWMlsTExxMfFolQaSwGe3AhjmfGLYE6uwNraGplchkOZMiSkJQCO12jQokVjrsBYYYyzpTQNq5tq1Y/Mpe2ijE1NTZdsNvzpUzQARkavNTIHUpqPKlWk+64LDZVePH8+XfD42i5dgtBQKYjr3DndodTUVObPn8/cuXNJTk6mQoUKbNmyJds0PLrNDzUda6KQK4iKiiIpbVNJQQVzxYoV0weW9evXRyaToYnXoHqkyn0wBy/Skly5AiEhBdBTQRCEwvH09l0AYkJDKdekSSH3Jr03tmbum2++4cKFC7i4uFC9enXc3Nxo1apVuo+It3Cdzbu2Zk5ppAQ5GCmNiY2PRxUbmzYyJ0Mhk0bmTGWm+nNtbGyQyeU4lnYhQaNBHRFBklaLRqtBba6grE1ZZEgjVVXspaDqbrj0D8JCNzKn0aSrAhGSNqWIQoG9vX2GPsYlx/Hdue/40//PHN+PXC7H3d0dgNOBgTxNToanTyEoKG8PKDOnT0t/1q4t1YNNo1KpmDBhAnv37gWgTZs2eHt7U7Zs2Wyb0wVztZ2k9XK6X4Csra0xNTXNv36/RC6X63fIyuVy3n//fZQKJdG3og0L5urWBd06kjdVcUMQBOENSAyT0kWlRkZg4uJSyL1J742tmTt9+jRqtRpnZ2dUKhWPHj3KkKZErVYb3BEhfymNlPo1c7FxcahU8RgZGyNDmlY15sXInKmJqX5kzrF0aVRaLaq0wEOLFq2pgsbGjfn777+Ji4vTj8z5R/qTrE7GMq2CQZxana4KREjaiI6dlVWG2qOpmlQmH5/MlutbmPrnVHwe++T4npo1ayaVvjIxYX9qqvSirkrD69JqXwRzLVroX46MjMTd3R0fH6l/o0aNYsGCBZibm2fbXEJKgj7YreNUB61Wq38erztKmRPdVGt0dDQdOnRAKVcSezeWJ5FPct+IXP6i4oYI5gRBeIfI1NLSIuPkhLc+JYmOwcGcg4NDhuDt1Y/MRmGEN8vYyDhtZE5JjEpFQkKCNDInl+nXzOlG5sxMzLCwsECmkKM0NkFrakp8WuChQYuxmQn2GnsSExO5ceMGleykfHFqjZoHEQ/0wdyrI3PPw8MBcHzl74NWq8Xrby8uBF3Qf/31ia95Fpv9bku5XE63bt0AOJCQgFqrlXa15gd/f2mkD/TBXExMDF988QW3b9/GyMiIOXPm8Nlnn+Uqncit0FuoNWrkMjk1HGsQExOjn2It6DyMuk0QMTExtGzZElNjUzSJGu5eNfBZ6YK5Cxfg1c0tgiAIb6GklCRMTKXZC7uCrCL0hhkczH377bc5nuPt7Z2XvhSqd23NnKnSFNJG5mISVSQkJSGTyaVSXzI5xjJjTGWmyGQyTE1MUSgU0mgMIFMoiEgrN6VGi62pLSYK6S99XFwczwOf6xPg3g2/qw/mEjQaUmNi9H0ISUsd4vjKSNTuf3ez784+AAbWHoi9uT0xSTFM+WMKyersC7x37doVuVxOqEbD2bg4uHPn9R6Ujm5UrkwZKFsWlUrF2LFj8fPzQ6lUsmzZMjp16pTr5nT55SoXr4y50lw/KmdpaYmZmVn+9DkLumAuJSUFpVJJ/YZSFYgg3yASUw0Iyho1kmoVJicXzM5hQRCEN8w/xB+NRvqFvIJL9ktlCsMbWzOnerX+5ksWLlxIjx49KFeunMEdKWzv2po5M2MzkINCaUxcYiJJKdK0pG7NnAwZFnILFHIFSqUSuVyOXCH9dVAYKQkLDpY2P8jAztROH8yBVLrqfev3AWkThKW1tT4QjNOtl0xN5XmclIfO8ZWSVbtu7QKgc6XOjGkwhgWtFyCXyfk39F9OBGRfdcDR0ZGmTZuCqSn7oqLAz0/ahfq6dFOJLVqg0WqZPHkyN2/eRC6Xs3DhQho3bmxQc7r1cq9Osb6J6ijm5uYYpRWMjomJ4cPOUhLjuHtxBDwPMKQheF/6PvP33/ndTUEQhDfutv8ttBpISlDx3vsNC7s7GbyxNXMeHh5ZHuvRoweurq4M+T977x0eR32uf39mZme7erdkueKGca/YEAMBG4iBgDEQCDXnJJQQDiQhL2mE4pMfJECA5IRgSoBA6DWAqcYGA+6927Llot53pe3z/vHdWXVpV1pVz+e6fGm9O+UrabVzz1Pu57rrYl6IQXyxm+0gh33mvD4CQSF4ZEmkWQES5URMkiki5iRFPK+oJspLStA0DZMMKaYUzIqZtLQ0UsNF8aMVYUq7u3y3mDoQTj3WlZeLBdTUUBqeIJGpG/0CRXVFHK4WY7+unHQlkiQxNWcqC4YvAGD14c7rs77//e+D1cqXLhelNTVwNIZasLaorIRt28Tj00/nmWee4ZtvvgGESfbpTWrooiGkhdhauhUQZsEulytyE9TT9XIgBLsenaurq+O8756HYlHQAhoffPpBbAcLT5Jg9er4dg4bGBgY9AHHdolsTnVZGSPmzevj1cSPmMVcR/Mdx4wZw29/+9vIsHGDvsOsmpEUWTRA+P14w00pkixFfOUS5UQUWcFsNovInKxH5kyUVVSgaRpmk8QQyxAkScLpdJKbmwtAAqLmYF/lPuwOeyQyV1dVJRagT38AsppEar8++jUAqbZURqc2jvg6Lf+0yOvBUMcNNPPmzSMtO5uQorCyrq77qdavvhJCJSGBjcEgTzzxBABXX311l6K1ByoP4PYJL8bJ2ZMjUTmHw9EjRsFtoY/1crlc2Gw2hkwUtjKffRzjvFW9bq60FPbti+cSDQwMDHqdhjJhgh+qqsAcvp4NBkzRbHTPPfdEHrvdbu699942RV0gEGDnzp1xHR7eW9x1110sXrx40KRaFUWJiDl3KEjQLyJzegMEgAkTitSYZpVkCU0SYq48LMrMJplkORkQYkT/3Zox45AcuP1uqv3VWFQVr9+PK1wnF6qsjIi5zCat318fEWJuTt6cyCQJgHn54g6p1lvL1pKtTM2Z2uH3Nm/ePN7ZtIlv3W6W7t7d6IvWFb76Spx7+nR+c/fdhEIhJk6cyE033dSlw+kp1iEJQ8h0ZHKg9ADQOylWHf33VFdXB8D4ueM5suEI2zdup7KyMhJh7ZS8PBgxQow5W70axozpqSUbGBgY9DhyyAQKmL39s5N1xYoVvPvuuzHvF5WYu/vuuyOPJUni97//fbvbpqWl8eSTT8a8kL5m2bJlzUYhDXQURUE2KZjMKiEN6gNhMSdJqGa1cbtwZE5/TSYs5mpq0NCw2i3YJFGw73Q6sdvtKIqCpmmkKWm4A25K3aUkWCx46+upC4u56iNHCGiaMAwOG+QGQgHWHhcdrKcObW7UmGpL5eTMk9lRuoPVhas7FHMAc+bM4Z3ly1lXVUVg587o3shtoWmwRTQrPF1dTWlpKU6nk2XLlkXqzmKl6TxWt9uNS68d7EUxp0fmvF4vfr+fSdMm8anjU3wBH++99x5XX3119AebP1+Iua+/hhtu6KEVGxgYGPQsvoAPszWRUBCSbf2zk3XhwoXMnTuXv/71rzHtF1WaVbccOXjwIGlpae1akpSWllJWVsZFF13Ule/BII7IsoxsMqGqZjQ06vVAqqZhMTe+ifXInNhJ3KgoiomysABJy8pGDr9NHA5HpB5LkiTyLKIWrry+nISwCW5djQhhlxQWhk+gkJGRAcD20u24fW4kSWJ2buvCUz3V+mVh58X2s2fPRrLZqA+F2LZxY9fruYqKoKyMIr+flzduBOC///u/hZ9dF2na/KCnWG02W69GrPXfFYhUa15yHsmTkvGH/LzxxhuEYmkamRMed7N1K3Qyys/AwMCgv7K/eD+aJj4XRw0d3reLiTNRiblhw4YxbNgwhg8fzm233Rb5f8t/hr9c/0FE5lRMqoqGRoMUjjJJGlZz4/QBvZsVRGROksINEGHz35SsTCRJwmazRSJVuijJMYsu1VJ3KQlhu426sDVJabgpIdFmi1hx6CnWcenjSLGltFrz/HxRn3Ww6iDH6453+P0lJSUxfuJEcdziYuhgvFyHbBWNCv9XU4NflhkyZAhLlizp2rEQPwt90kLTernMzMyo/OnihaIoEWPjuro6sp3ZJE9Nxh/0c/ToUdbFYjUyZQqYzaJreMOGnlmwgYGBQQ+zY+9WtBB46t1MnBmbQ0F/J+YGiK74nwwEBpvPnKIoKCYF2WRCQkI26ylDDZul0edMkZqkWWUxsEsxmagMBNDQSMrIQpbkZoX7ejo6TRb+cmXuMpy6cAhH9ErD4iozPI0AGpsf5uaJPyK32826devYu3cvmqYxNm0sGQ4RxYsmOjfnzDNBlvnG7e66efCWLez1ePggbIp74403tppWEQt6VM5pdjLENoTasLjtzRSrjp5q1cWcOcWMdbgQ8q+//nr0B7JYxHgvgHCXr4GBgcFA47jeyVpSzHC9U7+f0Ws+c9988w3Tpk1j2rRpEfsGgGPHjjFs2DCefvrpmBfRHxhsPnOKoqBIiqiBM6uY1EbBZrPYIlEiRVYiETdZFqbCislECECDpPTMSCerji7mrJIVu2SnrL6MhLDY0+vDIhGpFBGBq/XWsqt8FyDEnMfjYePGjVRXV3P48GEOHTqEJEnMHyqic3oUryPmnnoqWK3s8nioDqdIY2bLFp4qL0ezWhk7dmy33wMbi8Q6JmdNprxM2LRYLJbIiK3eRI+gulwuchJEFDVpahKBUICVK1dSVlYW/cFmh9PihpgzMDAYoHgrw2UiVZWY+uAGOxp6zWdu+fLluFwu7rrrLiZPnhx5Pisri7vvvpvf/e53PP/88zEvpCPKy8u5/PLLGTFiRKfb3n333UyZMoUFCxZE/t1xxx1xXc9AwGQSnaqSBBarDVM4lSorMqqqkm5Px2l2kmRPiliSSLKeZm1skEhIy0BGbibm9CYIk2IiTUkTaVY9ChT2U9NHeWWFU+8FVQVomoYkSYxJGcOmTZvwNBkRtX//fsrKyiKND9vLtndogwNwyimnYE9IQAPWdsXUtr6e2j17WOVygd3OddddF/lZdJUNRSINOX3IdEr06GQvp1h1mtqTZNgzhCgf7cSZ7CQUCvH2229HfzC9bq6wEIqLe2C1BgYGBj2LIouslK2TSUMDkZivXF9++SXvvPMOS5YsaTaWyGQycd111/Hee+/x0EMPxW2B27dvZ8mSJaSlpXV6cdd55JFHWLlyZeTfn//857itZ6CgqiqKLMSc2WbFFE4dKiYRiUu3pzM0aWizZghZlkEiEqlTrVasjgQkSWqWZtWbIFRZJU1OE5E53QojXCBfGm6EyAx3shbWiIaIbGc2BfsLcLlcyLLMtGnTSAlH77Zt28ZJiWLua1VDVaT2rD1MJhMzJkwA4JuupFm3b+eT6mr8moYzPT1mc+CWVNRXUFAlJixMzZhKtT7OrI/uAPXfSSgUIuANCEGnSExZMAWAd955J/pGiNGjIfx74ttve2C1BgYGBj1HlasKs0Vcx7JTkvt2MT1AzGKutraWcePGtfv6lClTIhGJeJCens6KFSuYOXNm3I7ZFoOyZk5WkCQJi80eicwpqqlZTZiqNrcpkSQJ2SR86FIyMyE8y7Wl2W1CQgImWUTmytxlJOgTB8KNE6VhfzN9lNeR2iMA5CfkR9J7Y8aMIS0tjUmTJmGxWAgGg8huGYdZnGtn2c5Ov88Z4XFTO0tKYu9o3byZ92tqwGrl7IULu1UrB41ROYfZQYomhI/JZCI5Oblbx+0qFosl8vt1uVzkJYru4/xZwvfv+PHjrF+/PrqDybKRajUwMBiwbC/cTjCooWkhJp08pa+X0y69VjMnyzLl+simNigvL49rSik7OxuLJTY/mKeeeooFCxYwf/58brnllg7XqzPYauYATKpJpFnttkjNnGqxNPNPaypgFEUBScxmBXAmJ4t3iCn8WhMSExMxySZS5VTq/fVYnOEGCK+XUCBAcThClxU2DNYjc6PsowjokyHCo63MZjPZ4QheeVk5E9JFtG1H2Y5Ov8dR4VT/4YYGgvr0iSg5/vXXbG5oALud8847L6Z922L9cSGMpmVPo7JCzKhNS0vrduq2qzStdayrq4uIObfFzaxZswB46623oj+gLua+/TY+83ANDAwMeok9WzeBBrUVFUxYcGZfL6ddeq1m7pxzzmHJkiVs02dZNmHHjh1cdtllLFq0KOaFxIvhw4cza9YsPv30U1auXInf7+f000/H5xt8OfLOMKtmJFnCbLVhUoWAM1utzaJxzSJziojMmcJizmRWRWROaf020SNzNsmGVbKCXYg9l9dL2f79+MIX+6Ennww0irkcJVyIn5TUTEjqqcja2lompgnLkWgicyPCkTm/pnE0liaIUIj3w5MfhuTlNav/7CqRermc6VSEawZ1j72+omndnC7mjtYe5cILLwRg5cqVkY7bTtHFXG0t7N8f97UaGBgY9BRVh48B0FBWStIpp/TxauJPzGLu/vvv58CBA0yZMoX8/Hxmz57N7Nmzyc/PZ9KkSezfv5/77ruvJ9YaFddeey0//elPRYG+ycT/+3//j127dnVpPMZAx2K2IElgtTemWc12W/tiTtYjc+FxX6oKMpHxX02x2WyYZBNIYJfsaDaxTZ3Px9EdIqKmANkTJqBpWiTN6vCJFGpLT8Km4m6keSQgxFxI6zgClJGfjzO834HwJIdo0I4e5f1wuvfciy7qdvSszF3G4erDAExImEAgEECSJNLS0rp13O7SppirO8oZZ5xBYmIiPp+PDz74ILqDZWaK8V5g+M0ZGBgMKEINogzH5K6DLk736c/EfAXLyclh/fr1XHPNNdTW1rJu3TrWrVtHXV0d1113HWvXriUnXCfVH0hOTiYpKYmDBw92uN1dd93F7bffzu233z5oauesFitIkkizhgWP1e5oN81qMpnCYk68rphUkKVWKVYQUTxVVVFlFYfkwC+yrDQEAhzaKSJqQ2w2lIQEKhoqaPA34JScyEHxlmsZsZIkKfJcQkAU7tf76yMCqT0kSWJkWDAV7NoV3Q8GOLp+PYU+H0gSi7phEqyjW5IkWBKwh38YLaOPfYFe6+jxeMhxiL/LivoKQnIoEkF/++23o24uYto08bWrVjAGBgYGvUwwFMRiFdeVZHPr61l/YMWKFREN0pWauS7J06ysLJ5++mmeeuopysrK0DStz+wXWnLHHXc06151u93U1tYydOjQDvcbbLNZARxWB5IMFpsdRVVFZ2sHaVaTYkKSpYg1SSQy14aYA7BarZhkE3bZToMlKJ7UNHZt3w5AXrjw/0iNiMoNVYdils1YLJZmVic6GRkZHDt2DE+dhyxbFiUNJews28mIlI4taUbm5LC1qIgDnQj2puwId2QmO50MHzky6v3aQ6+Xm5o9lYry/pFihUYxp2kaaabGKOGx2mNcdNFFvPLKK+zdu5c9e/Z02NgUYcYMeOcdEZkLhURjhIGBgUE/5lDZISRZRQvB8KHD+no5bbJw4cJI3X5tbW3PzGZtD0mSyMzMJCsrq8+E3GOPPcYVV1wR+f8bb7zBhx9+GPn///7v/5Kbm8v555/fF8vrU2wWG8gSVpsNVTUjA2ZVNEDov69mkTmleWTOpKpostTuwHmLxSLEnGTHZfFHnt+5dy8AQ8NiRk+xjrGOQZIk0tPT23y/pKamoigKmqYxM0V0L0fTBDEy7D9YcOxYp9vq7AjXfJ6clxeX9+76IiHmZmTMoD7stdcfxtuZzeaIYJcDMk6zENFHa48yZsyYiICL2nNOj8zV1kIM4tnAwMCgK9TW1/LnV//MX/8Tm7hpyrZdG9FC4Pd5mTqnf05+6C5dFnMbN27kf//3f7n99tsBOHr0KJs3b47XuiI0NDSwYMEC/vjHP1JcXMyCBQt4/PHHI68XFhaye/fuyP/vu+8+/vjHP7JgwQLmzJnD1q1b+eSTT3p1yHl/wWK2IMkyFr1mTgKLaomkNM1mc7NopFkxi7RqpAFC/F9V1LaPb7GINKvsoMrcEHn+wHExVzUvPKy+sKYQEyZyTCLN117ESlGUSI1Z07q5zhg5ZgwAhyoqCAaDnW4PsCMsRE4eOzaq7Tui2FUciT6OsowCRE1hSzuXvkJfh9vtJjcxF4BjdUL46o0QH3zwAV6vt/ODZWdD+Pdq1M0Z9DqhEJSVGd3UJxBf7/sauVbGX+bHF+haI+ORHeI6UltexvDvfCeey+s3xJxmDQaDXHvttbz44otomobT6eShhx7i2LFjnH766Vx66aU888wzzdJ33cFms7Fy5cp2X3/wwQeb/f/KK6/kyiuvjPk8d911F4sXLx5U9iQmkwlZkbGEzZ1lhJgDmDRpEpqmNSv8N5lMaBLhzlctHJkD1dT27zKSZpXslMnlWCQJr6YRDE92yGtiS5IkJ2FRxLl1k+C2SE9Pp7S0lGSSAdhbsRd/0N+uoAQYGe5E9Xu9HD1yhGHDh3f4cwkEAuwOeyFO1GeOdoO1x9YCkGxNRmkQKen2oo99gcPhoLq6GrfbTV5CHnvK93C09igAixYt4uGHH8blcvHZZ59x7rnndn7A6dPh+HEh5i67rIdXb3DC4/fDq6/Ca6+J910gAGPGwAsvGGn+E4Dde3bjq/YhyRKVrkqyk7NjPkZDSSVmew5yvRslNbUHVhk/VqxY0aWGzZj/Eh544AHeffdd7rrrLl5//fXIFIjZs2dz5MgRiouL+dOf/hTzQvqawegzp6oqskkJmwabhedcWMxJktSqg9NsCkfmFBOaBmZVRZOkdoV50zTrsUAlCXptXdhHbujo0YBIsybJSZgVUS/XXtoWiMwwVTUVu2THF/RRUF3Q4feZMWECDlmGUIiD4Xq9jti3dWvEqmbCvHmdbt8Z646tA2B2zuzI1If+kGLV0SNz9fX1zexJQFjMnHXWWUAXUq0bN8Zu1GxgEAsbNsDSpfDQQ2KUXPizhb17ITwH2mBwU1laiQQQ0jhWFn0pTVOCPhHJlQNRZB/6mF7zmXv++ed54403uPfee/n+97/frDg+MzOT5557Lu6zWQ26hqqqyIqC1W5HNZtBkrCptva3N4UbHlQV0LBazGhSOP3aBlarFVURadZSTwUJTUSaBOSOHStsSWqOkCgnYlbMnaYeHQ7RbWuSTYy0i1TrgcoDHe4j5eQwKmwsfTCKVP+O1asByFVVkidO7HT7jtA0jbXHRWRuavJUNE1DUZQOo4+9TdM065AEkSLVxRzABRdcAMD69es5evRo6wO0JOztR3U1FHQstA0MuozPBz//ORw5IqwkfvADaHqRC9emGgxuTB4w+zXUgEZRWVGXjiFJ4dIhafDefMYs5kpLSznzzPbdk4cMGUJNeC6nQd8iInMmJEnGbLMhIYyE28NisoAkGh40wKIKMadH81ptH47MKSgoIQWHuTGCl2kyYR4yhLL6MjwBTyQyZ7fbO1yzPvcV4CSHmNN6oKpjMYfdzsjwPgd2dl5jtyNc63VySgp0s5ayoLqAinrRvZori3o0vZGjv6CLuVAoRI5V1C0erzse8fCbPn06ubli7VFNhBgyRNTOAUQ7DszAIFb27oXwWEBeegluvx2aRtLDU2YMBi8evwenIq4ZkgYVXRwVarKIIIbDGts0qYFEzGLOZDJ1OB6rsLCwWwvqKwbbbFZoFHMAEpKwHelAZJhVM5qsd7NqmM0qILUrAPWaOQCH7MBqbozM5ZnNkJERaQxIkpNEFC+KpgA91TpEFVGk/ZWdTxsYGS7KL4giUrQjLPgmdlJbFw16vdyQhCF460QIvz9YkjTFarVGUuqpJlEvEggFKHWXAmJE38UXXwwIMRfVtBS91nDr1vgv2MAAQJ8yNGwYhDvWsTXJLBhibtCz5/getEBjNM1V0flozpYEQ0FUm7ju9NWc7FjotdmsixYtYunSpRw+3NrMdf369SxdunRA2oAM2po5xYQcrsOXpfY94yAcmQv7zGkaqJaw0bBqbXN7k8mEWTUjSzJ2yY5VbTz2UIsF0tIiY7zS1DQkpE4jc9Ao5pyaEwmp88gcMDIszA4dP95hR6vb7aYg3G178oQJnR63M3QxNy9jHn6/sGfp66kPLZEkKSKiLSFLZKJHy1SrqqpUV1fz6aefdn5QffxZDFM3DAxiQq9/bTp6SZZB/wwxxNygZ+verdAkM+qpjj3rV1RdhBaWOjm5HfvN9gd6rWZu2bJl7Nu3j1GjRjF27FgqKyuZPXs2eXl5zJ49m5KSEu69996YF2IQfxRFQTIpkV9yW00PTTGbRFpVNZnQ0ESdHWA1ty3mIJxqVYRxsNnSJDKXmgqyTJGrCKfkxKqIY8QSmbMoFlLkFIrqinD7Ov7gHhG2GPF7PBQXF7e73a5du9C8XmRgnF7I30WCoWBkHut4x3gAEhMTsVrb/3n1FfrPvaG+oc26uZSUFM4++2wAXn311c4PqIu5oiIoLY3vYg0MoDEy13KOpv4ZYoi5Qc+RwiM0LXPzuT0xH+PAvh0RQThq7OCbyaoTs5gbMmRIZJxXaWkpPp+PdevW4Xa7uf7661m7di1ZWVk9sVaDLqCoajMx11FkTlEUNEmOdK+aVBVJktq1JoHGVKtDcqCaG99OQ8M1VXXeOhLlRBRZQZblqISO2Sxq6yyKhUxTJtB53VzqKOHvht8f6Shti107d4LPx2iLBUu427ar7CrfFRGZSSEhQPtTF2tT9Iiobk8CYgpEUy699FIAtm7dyp49ezo+4KhRjRdVIzpnEA8++EDUxZWWQmWlsCGB1mJOj8wZDRCDHl+lq5mYC/oDMR/j+H5RpuP1NJB/yqR4La3f0SWTnqysLJ566ikqKyspLi6mqKiIyspKnnzyyX5XLxQtg7FmDkA1q41p1k5q5mRZRpIlJECSZUwWc6fRPIvFEkmzmq2Nok8fn+byuUiUE8U2dnvU3mtJSUnIksxIm+ho7axuTs3Lwy7L4PdT04GYKz18GEIhhprNEPbB6yp6inV8ynh89aLOrL+KOX18WlvGwToTJ05kbDjC2Wl0TpZhUviD0RBzBt1l7174wx9g1Sr4+98bU6xWq7hxaIp+E2FYkwx6LCGRHWpwh3/Xodi9O6uKxE2Br64Wc2Zm3NbWU/RazZxOTU0Nr7/+Ov/85z957rnneOONNwZ0F+tgrJkD0dSQosqkKGCzqJ2KOSQZGRGVk00mZOQO97FarcjIOGQHZlujmMsLFyy7/W4RmZOUqOrldFo2QXRmT8KQISQrCoRCVBe1375eHp78kK6qkJcX9XraQveXm5M6BxA1iv11vq+eZvX7/Qyxi59pkav5z0mSpEh07v333+8wwgkYdXMG8cHvh7vvbvSQ++AD0I3iJ0yAlp8/upgzInODmkpXJVaTaHipOHwIAInYXQLqa0RHdLDePSBMpnutZg7g4YcfJjc3l8suu4w777yTO++8k6VLl5Kbm9tsyL1B32MxW1BliRRZQpY7jrIpigKyhCQhrEwkqdPUrMUixoPZJTsWu6iZyzCZsIeFksvnIkkWUbZYxlvpYi5RTsQiWTrvaM3IICm8zuoOZrSWh33U0tLToRtTSrwBL1tKhIgZbhkOCEuS/jL1oSW28O8TIF0V0cPjdcdbbXfuueeSnJyMz+fjjTfe6PigemRuzx7jwmrQdZ55RkTmZBkSE4W4e+cd8VpbPpBGzdwJwbZD29CCGpoWwhG+QZfb8TztCH/YMFjyx15vN5CIeZzXX//6V+644w6mTp3KeeedR05ODpqmUVRUxHvvvccvf/lLrFYrN998c0+s1yBGbBYb1RH91vE8Q1mWkZGxyRKJDhtmRSIoyR0KQKvVKlKosp0Rean8MDWV6Q4HhMPZLp+LEfKImCNzTqcTSZKwmEQTxP6q/Wia1r5YcjgiYq6mA+uc8rIyANJzcqJeS1tsKdmCL+hDlmSsPishQv02xQpCqNvtdtxuN0mSEMoV9RX4gr5mptAWi4UlS5awfPlyXn75Za666irM5nY+QCdOFBfgUAh27ICZM3vjWzEYTBw8CE89JR5ffz1YLPDXJgPVW9bLQXy6WUOhARGlOZHZsWcHkgZ1VZUM00LUAqq5Kz5x4rqghKKb2z1Qifnd/PDDD/OXv/yFDRs2cO+993LTTTdx8803c99997F582YeeughHn744Z5Ya48yWGvmHFYHHlUGCfyWjkPUsiwjSRJJJolleamopugjcyoqAbvKz7KymO90QljYePweHJIj5sicLMs4nU4sioVUOZUaTw2VDZXt72AykRyeAlFTUdHuZuXhUoD0btZ26vVys9NnEwoKkZzaz2f+6XVzlmDjB2Kxq3Xn76WXXoqqqlRUVPDxxx+3f0C7XczIBMNvzqBrPPwwBIMwciTccANccklzL7m2InPh93GXxdyhQ3DWWfDAA13b36BXKDtegqSBv6yMxGxxPTGZrQRjFGVy2FrLZo45dtUn9FrNXHV1NT/96U/bff3WW2+ltrY25oX0NYO1Zs5pc1KZaKIw04o3sf1RXtAo5kISBKxWNEmKumYOwGNvcny90NQfPna4ASKmtTudmE1m0k3iD7mzjtak8PGrK9sWffX19TR4RKg9vZuFsLqYm5o0NbLW/mhJ0hRdzAU9wUg0rqiudX1hWloaixYtAuBf//oXWkfzV426OYOusmYNfP21eHz77aLsITERwuPlyMqCtm66uptm/fhjMVniww+7tr9BryC5RFOZpaKChJOE84CGRLW7OupjhEIhzDbxuZeY2L1pP71Fr9XMZWVlUd9BfYzb7SanRQproE6FGAxYzVYkSSbUSb0cNKZZNSQCFgshqXM7E5PJhBRul/VYmoiZzEw0TUMNiLo01axGLE+iJSEhAQmJXKvovuysbi4p/CHfXjdreXm5iAIA6eGJEV2hzlvH7vLdAOQo4r3e34yC2yIhPLrM5XKR7RTWMS2bIHSuuOIKAPbu3cuG8PizNtHF3LZtInVlYBANwSA88oh4PG8ezJnT+Np//7cQdHfe2fa+3bUm0f3ramvFP4N+RyAYwKGKz6s0XwMZwxs7mo+WRjE/OkxNQw1S2ForM7t7pTX9nZjF3K233srNN99MQ0NDq9caGhr42c9+xm9+85tmz89p+odq0KuoqooiCTGmi672kCQJTdLQJAhabGhS50bDkiQhq+J1bzjNid0Odjv+kB+HJASWzdZxVLAt9EhSqpKKjExBVcejupLDnaQ17XxA62JOBpL12aJdYEPRBkJaCKfJieITP9uBJOZCoRDD7cOBtpsgAMaMGcPMcA3ciy++2P5B9TRYXZ0YiG5gEA1vvSXq5WQZbrut+WtJSfC738Hpp7e9b3esSTSt0fYE4Gj0wsCg99h1bBeSJq4rY1LTGTJMWFRJGhSVtP2Z1Rb7DjQaBo8Y2/2JP/2ZmJPI33zzDStWrCAvL4+ZM2dGDIJLSkpYt24dmeGIzAcffBDZZyBYltx1110sXrx40KVaVVUVYizU8SivCBJCzNnsaJLUqQAEkE3ij648MwlSUuA73wFE84NVEtG6rqQgdfFhUSwkyUkcqj7U4fa6mKvuSMwFAqSZTMgpKTGvR0dPsc5Pn4+EiFwOhJl/FosFVVXx+/3kWUW3cVs1czpXXnkl69atY9WqVRQWFpLfli9fTg6kpgqT123bxBxNA4OO8HjgH/8Qjy+5pHHuarR0x5qksLB5NO7oUWF/YtCvWLd1HWhQ76pj2ozZJOQPx/fFKswWK5XHo79pPLJHzOEOBgOMPHlqTy03rqxYsYJ333035v1iFnP//Oc/I48/+uijVq9XVVW1co/vr3YNTVm2bFm/9QjrDqqqYpJM+PB1OMlBR5Ik6uwKlhQnbquMLYrfnckk3kZuqwlWrIh0ibl8LlRJnNNmjj0yZzabsVgsWLyiCeJQzaEOt08KC6rqdu7Y9chcusUi7v67SMQs2DkegmIUVlRCuY+RJAmn00lVVVWkDrG9yBzAqaeeyrBhwzh8+DAvvfQSd7aV9pIkEZ1btUpEPL73vZ5avsFg4ZVXoKJCdK7+6Eex79+dmjk9xapjROb6JUcLj5AYslBfVETKwkWQnk6goR6zxUptWftuBS0pP3IUsOOprcHZTZP43mLhwoXMnTuXvzbt6o6CLtXMhUKhmP5lDgDX5cGKqqpkOjJJsaUwMnVk5zvI4LKZWDM9G79Jjuodoos5LaQ1a/d3+9yYEYX2dmtszQ86TqcTs2ImRUmhqqGKGk/7Ud6kcLTN5/Ph8bT2FKooKQFNI81k6rKYK3WXRiKEqSHRvToQUqw6euo6ARH1bK9mDkQN5Q9+8AMA3n333fYbm/RUa9P0lYFBW7hc8Oyz4vEVV0BX/nbiKeaM0oB+iVYtPr+t5aUicpqQgOYRpV31NdHXObqqxfVioBgGd4eYv7uOOlnjuY9BfFBVFZtqI9uZjcPSuTWIHkU1S0KEddY0AaAqIvqmhZp3PeqROUmSsKhd8QcSqVazYiZVFsLpcM3hdrdN1i8MoVCbqf3ysJlwuskEXUyLrj++HoBcay4mTYjYgSTm9NS1OSh+v2XuMgKh9ucdnn/++SQmJuLxeHj99dfb3kgXc3v3ihSagUF7vPiiSHM6HHD11V07hi7mfD5hMBwLupjTszBGZK7fEQwFcajipjPd0yAEvyQR8orPFn999J8xfo94f2je1jX+g42YxVxX/E+6sk9vM1h95hRFiQiyaFKB+rZ6rVs0++iROVo4WLj9bsySGVmSY+5k1UlISECWZLLMojazo7q5JN20NxhsW8yFXcS7I+b0FOvctLmAaOyI1XKlL9Ejc1JQeAOGtBCl7tJ2t7darSxZsgSAl19+GZ/P13qjk08W6dZQCHbv7pF1GwwC6uvhhRfE46uvbhRUsdLUrzKaurnSUqiuFtuGh67z3e+Kr0Zkrt+x88hO5LDR70nhmnwA/OKzJ+Br/+azJaFwE4WiRb9PX9NjPnN1dXWsXbuWtWvXUlBQ0Oq1X/3qV8yePZtTTjmF6667jn379sW8iP7AYPWZAyJCKpoom97wYJFEJE1WOt/HbApH8TS5maGj29co5iKCL0Z08eFUnNgle4dizpqSgjksKtqaK1peKkRLutnc3Jg0SjRNi4i5kRaRsk5LSxsQNaE6+mQNVVZJM4mIYkd1cwBLly5FVVXKy8vbvuFxOBqL2I1Uq0F7fPKJEFQ2G1x+edeP0/TmqbNUa1UVfP/7wurkn/9snPxwzjni9fJyI5rcz1i7dS2SBg1uF9Nmzo08L4czCFoMDkhKuFbbYho4KdYe85l7/vnnmTt3LvPnz+cpfewKwt5g0aJFPPjgg6xfv57S0lKee+45Zs+e3Ur0GfQtupiLJTKnEv0+uphTJAVv0Bt53uVzoSKsUboq5ux2O7IsY1HEWK+OxJyUkCBGerUn5sJjvtKTk0UkKUYKawopdZeioOAMCpE5kFKsIH6fuk2Mbk/SlnFwU9LT0zn33HMB8XnQpomwPnbJEHMG7fH22+Lr2Wc3j67FStN9OxNze/eC1ytEpH79Gj0aTjqpcZsOZjkb9A4ev4e3173NrmO7OHa4ECkEDcXFpMyaFdlGv4JIUnTNZrX1tVgTRXlOanfebwOETsXc6tWrmT9/PkePHuW+++6LPP/KK6/w9ddfk5eXx549eygpKaG4uJhJkyZx//339+iie4LBmmYFImnAaLzeWkbiTErnIsysCjFnwoQn0HiXG4/InD7Wy2wSTRAd2pM4nSQrSptpVr/fH/GfS+vi2C09KjfOOQ5VFrWA/X2EV1vodXO5FmHG3FEThM5VV10FwMGDB/lad+1vil4317LA3MAA4PDhxikh+oSHrmKzNd6MdZZmbasmbtIkkeIN/x0Yqda+592173Jg8wE+/PhDbAFxPbGWl8L48ZFtzGE/U1mJrmRn9YbP0TQJTQsxZ9Zp8V90D9FjadZt27bxxBNPtOpIfeaZZ5Akid/+9reMHi1GbWRkZPD444/z+eefx7yQvmYwp1nHjx/PlClTyI7CKFeRm9/1RCPmLCaRkjVJzcWcy+tCQpgOd1XMAZEZrclyMkdrj+IPtlP07HBEInMtxVxlZWXj9IcuzmVdd3wdANOTpwOQnJzcre+rr9Bn5KYpIqrYWWQOYOTIkcyfPx8Q0blW6GKupESkrgwMmqJH5YYNa5wa0lUkqTHV2llkThdz06fDaaeBooh6OUmCvLzm2xj0GTu37MRf68dX4UMKiM/UVL+nWV2l7lWqqNF5lu775hsAakuKGX/uwLFM6rE0a1VVFePGjWv2XE1NDStXrkRVVZYuXdrstYkTJ4oLp0G/wWw2k5GREVXNXCsxF4VY0TtVFRS8gcY0a0O4g6g7aVZotCdJlpMJaSGO1rbz4et0CjGnaVS3EBRNR3mldcEqJ6SFGjtZTSKiNdBSrDq6mNOnc0QTmQP44Q9/CMC6devY3bLRYdSoxjrEHTvis1CDwUEgAO+9Jx5feGGXShxaEe0UCD2FetJJ8PDDwg9xxgzx3NCh4qsRmetzvHX1KCGN6opyAh4vfp+XcenNx2/pGQXVYu14XnSY+ipx/dEqy5ATBsZc1u7Q6dW9rR/a22+/jd/vZ8GCBW0a7fb3geMG7dOyRk6vh+sIq1n8vltG5jw+8bg7aVYQ4sMkm0hVREqz3VSrnmYFatoRc4mKgrkLqdF9Ffuo9dZil+zYNCFaBrqYM2PGIlk6bYDQmTZtGuPDaY9W0TlZhrFjxeNdu+K2VoNBwKpVYkKILMP558fnmE2nQNTUwB13wPvvt95Oj7rlihswLE0skozIXL/BWufDFARl+06O/98THH5yOacuOKPZNimp4vNWUky4vR1HZEOhEFa78B1NHkDND92h0+8yOzubb7/9ttlzjz/+OJIktYrKARw6dGhATlIYzDVzsdAVMadvY8LUrAHC6xeP4yHmAGwmG07J2aGYS9LFXEVFs5ci0x+6aBi8oUgMm5+cOBlVVjGbzZE7xYGG3W5HkqRItLPEXUIoihYxSZIi0bmPP/6YoqIWET19LNLOnfFessFAJRSCv/9dPF6woGsmwW3R1Dj444/hiy8az6OjaY1CTRduTTHEXL9BlYXIHurz8mhODo9nZWGeNKnZNunZQ8QDDY4UF3Z4vB2HtiOHM0YTBti4th6rmbviiiu47LLLePbZZ/nPf/7D5Zdfzvr168nKyuKKK65otq3P5+POO+/kFL2zbQAxmGvmYqFljZze3NARiqIgSVKryFxEzClyt+w7rFYriqJExEeHkbmwaKxukeqvqKjolpjTU6wTnaI2bKBZkjRF72hVZZVEOZFgKEiZuyyqfc866yxycnIIhUK89NJLzV/UyzF27xYXUgOD996DgwdFVO7GG+N33KY1c3oqtaQkUkoBNHrLQWNkrim6mCsqEqlggz5DtYjfpzUtWTTIXH45TJnSbJu84Y0dyMePdOyY8c1nH4AGHreLeRe2Djr1Z3qsZu6nP/0p2dnZXH/99VxwwQW88sorOBwOnnnmmWbdkZdffjmjR4/mtddei9gYxJPy8nIuv/xyRnQylFnTNJ555hm+853vcOaZZzJ16lR+8pOftGlVYdCalmIumskNiqIgSzIKCh5/o5gLhD8guzu3VJIkHA4HFsVCkpzU/oxWVSUpnEaprqpq9lKzyFyMhsEhLcTGoo1ISKRLwph4oKZYdRwOBybFRIosUhHR1s0pihIZ8fXmm282H/Gl3wFXVkJZdOLQYBDj9TZGyxYvbvQijAdh/0ncbjgeLhMIBpu/75pajrQl5vSauVBICDqDPsHlcaGEgwZJ+Xnwu9/Bz3/eavxW1sjRBAOi+a3iWMfR1PJD4nfvKT6GI9ygOdjpVMxZrVa++uorXnvtNe6//36eeuopDhw40CqKdcEFF3Dvvffy9NNPc8kll8R1kdu3b2fJkiWkpaV1Wvjodrv56U9/ypNPPslnn33GV199xebNm/lRVwY6n4CopuZt39GkWfXIHNBMzPnDo3bi0fHpcDhEZE4Rkbn23gfJ4dRny27W7oi5vRV7cflcpMvp2BVxBzkQLUma4nA4kJDItogO52jr5gAuvPBCEhISaGho4M0332x8IT+/MWJipFoNXnlFTF8wm+HHP47vsfX3WX19o5iD5o/19GlGRvNaOZ309MbnjVRrn3Hw2MHI9KCh+e0LflNaGoEG0dRQW97xzaKMqOO2+Bvi03AzAIiqMlBRFC6++GJ+9atfcd1117WyKQH4wQ9+wDXXXMM111xDchdHJbVHeno6K1asYObMmZ1uq6oqd999N2PGjAFEfdCVV17J+++/36EQNGrmBC0jc9Yo2sBlWUaWxFtJT60ChIKiDquro7yaone0JslJuH1uqj3VbW6XFK7XdLvdkcggQHlZGQSDpClKzGnWDcdFvdzEhImYZBMJCQlY2ro4DCAi9iThKRDFruKo97Xb7ZERXy+99FLjiC+jCcJAp6YGnn5aPL78cuhCB3mHNK2ZayrgmkbYOqqXA3GR1+2aSkriuz6DqCk4ehBJA00LMXLMye1vqKr43aJ7uS6caQuFQjzw/APc/+T9FFeLz7BKVyWWBJFxyMuK8/uuF+ixmrn+QHZ2dtQXT4vFws9//vNmz9XX15OZmdlhjZNRMydoGYnTO1U7QlEUZJqLOU3TImIumrq7zohE5uRkAI7Utm0nkKQLtRZec5XhUV6pXaiZ05sfxtqFUEnXZ8AOYHQx55SdmDDFFJkDuOyyy9oe8aWbfBpi7sTmiSegrk5Ewa+7Lv7H18VcWZkQjjpNxZyeZm1PzEGjmCuO/mbGIL6UFB4GwONykTxyVIfbhmqrAahvEDeQh0oOYSoJYatSePK5v+P2uvn7c4+CJhEM+PnOwm4aVPcBPVYzN9DRNI3XXnuNX/7yl329lAFByzRrtDVzulDWxZwn4MEUHsASjSDsDH2mqFWx4pScHKlpR8yliDuyllMgPGFzUbssxyTm9Ho5M2ZSJHHsgV4vB41iziSbSJKTojIObkq7I76aijmjCeLEpKAAXntNPP7xjxsnLcQTXcy1nAXeVpq1rXo5HUPM9Tm1JeJGO+R2IWVldbitRS/j0cR1at3XnyMHQA6Bw2Pl0ScfweYS15uyLz4n/7Tv9NzC+xmDXsw98sgj5Ofnc2M8O6kGMU0jc5IktRJ3baE3QAAR02C3X4zygviIOavViizLkVRre5E5Z0qKeFO3mM/qDXe1WSSpmat4Z+wp34PL5yLblI1dtaMoSmP0bwBjMpmwWCyRn2e0DRBNaXPEl94EUVVlpK5OVB5+WDQVjBwJF1/cM+dozzTYiMwNODy14d9hvbuxFrIdUpzi9251JhMKhTi2ew8AwWAAOQRWt4IUgiNffsGvf3Y7xKHEZ6Aw8GYRxcC///1vPvvsM1599dVObSTuuusuzGYhPhYuXHjCplxbirlopkZIkhT5+frD3Ub6XFYAm6XzmbDRnMPhcGCuFeKjsKZtnyE5IYEkRaGqSZpV0zS84cJZi9MpRvpEiZ5iHe8cj0k2kZycHNXPZCDgcDhQ61SS5CR2uHYQ0kIRUR4NI0eOZN68eXz11Vc8//zznHrqqaJD0G4Xhem7djVeLA1ODHbuhDVrxOP/+Z+Y/tZior2Lvi7mvF7RfAFGZK6fE/KFwA6Sz9vptiNHjmJ7UMxnPVR6iIaaehwpqdTt2UWdu56hM2dzZN1a7rzwYhK+N3BGeIGoldNLViJ1yDEwaMXcyy+/zPPPP88bb7yBxWJh37595Ofnt1t7t2zZsgFpdhxvmoo5GTkqWxFJkiCslX1+8SZ0+VyYEcdyWBxxWZvT6cQsmyMzWtvZSIi5YDASmQsEAoTCzRCWGH/HevPDKIuo5RgMKVYdh8OBqggx5/P5qGqoIs0e2/d31VVX8dVXX7Fu3ToOHjzIyJEjhd/cxo1CzJ1xRucHMRg8fPaZ+DpmDMyd23Pn0a1JdBISRI1ecbGICjZNt0YTmSspEfsNkhu1gYX4masEO9kOps07gy2ff46imNiwYQ2SIrI+dpPGjTNn894/n+WXN/yIzP/6rx5dcU/QNIhUW1vLX//615j2HxTv3Mcee6yZgfHLL7/M3/72N5599ln8fj8ul4s//OEPrR3rDVrRtHtVlqITcwCSLNRcIChEk9vvRpVUJEnCYo5P56feBJGkiMhcm93J+kivJpE5r9cbMRO1xtBpHdJCbCzeiF2yk6SI1OpAtyRpisPhQJWFmIPY7El0ZsyYIQQc8JpeJ2U0QZy4rFwpvp55Zs+ex9HiBnHaNPE1EIDy8sZ6Obu9YysiXcz5/aI0wKDXMZnENcemdn6tSZ0ylYYKMarx6M5dWBOSAchISybrV7/ihi1byWrRAHmi0CNiLt4TIBoaGliwYAF//OMfKS4uZsGCBTz++OOR1wsLCyODv4uLi7nyyitZtWoVmZmZJCQkkJCQwL/+9a+4rmmwYjE1Ci9JkqI3/A1H5nQx5/K5MEvmbo/yaopuT5IsJ+Pyuajx1rS1EYmKAsFgxNDW6/VGHN4tMYi53eW7cfvc5Cg52FU7qqribBkRGMA4HA4kSSLVlIqM3KW6OUmSIjYl7733Hm63u7FuzmiCOLE4dEj8g56PyLZMs06d2ugnVlTU3JakoxKbpgX3Rqq1TzBbxe8ywRlFBsduR9M7Wl1eZFlcWyZMnBo+WPedEwYqXbrKFhcXs2LFCoqKitrM7R4+fLjbC2uKzWZjpX7H1wYPPvhg5HF2dnYzf7Foueuuu1i8ePEJWyun07ThQZbkqOvDZEVsFwyICJgu5hRJiZuYs9vtqIqKiopVsnKk5gjJ1uTmGzmdWGUZQiE8HtH51DQyZ4khsqanWMc5x2GSTaSmpg7YEV5toXe0mhUzCXJCzB2tOueffz6PP/449fX1/Oc//2HpnDnihepqcYHMyYnTig36NZ9/Lr7m5Ynmh56kZWQuP1+YA5eWihTrwYONa+kIsxlSU8XUkuJiOLkDnzODuFPXUIeiWkCL3vJJDTfZ2R3pEAKfp4EpZwye6/aKFSt49913Y94v5qvsihUr+P73vx+5ULbFQLzgGTVzAt1mRNM0kIhezIW3i6RZvW5MmJDl+EXmbDYbiqxgUkyRjtZTslpEgZ1OrJIEwWDkPerxeLom5sLNDyMswpV8MKVYAcxmM6qqRlKtXYnMgRCF3/ve93jllVd49dVXufSSS5CaNkEYYu7EQL/hPuOMnnfdbynmhgwR/0pLRVROX8v06Z0fKzu7UcydiGzeDLW1MH9+r9cM7jm8J/I4b1jHHnM6KU4bDYAkbEzxlZdh0UezDQIWLlzI3Llze75m7pe//CVnn302n3zyCXv27KGgoKDZv4MHDw6qIvETDVmWG8V4DJ/HemQuFBJ/YW6fGwkprmlWWZax2WyYFTOJcmLbXnNNInNer7iDaxaZi/K9GQwF2VS8iUQ5kQRF+GQNNjEnSVIk2pkkJ3WpZk5HT7UWFBSwacsWo27uRKO0FHbsEI97o+mlLTGn3zS8/76of5MkOOuszo91Ine0FhbCf/833H47XH99r4/hO1SwPzL94aQJk6PaZ9iIFlHf+toTZmRXR8R8lS0sLGTdunURG4+2uPPOO7u1KIO+Q5ZlJF3FxSD1FVnU1gXDoqneK3zd4plmBZFqNctCzLVpT6KLOU3DE/aW08WcBKhRCrI9FXtw+9yMVcdiV+1YrVZstu5brPQ3mjZBHHd1XcyNHDmSadOmsXHjRt566y2mjR8PGzYYYu5EQY+EpabCxIk9eipf0IdqNiOFb9pIShI1dLqYOxK+yZs6Vcxf7YwTWcy98AJaMIhf0zBv3w7XXAMPPggLFvTK6csLDwHgd7ux5w+Lap9p889k12crkcI2Sg6TIeSgC5G5cePGRaIv7XH55Zd3eUF9hTGbVdDUAFjvUI0Gfaar/t7weEWKM56ROQiLOcVMopTYtnGwnmYFPHV1QKOYM0sSUpSGv+uPrwdgnGNw1svpOJ1OVEUlWU6myFXU4fzizrjwwgsB+PTTT3GNCA/MNpogTgy++UZ8Pf30Hk3VlbpLuejfF3HN29ei6dG5IUOaf9U555zoDnqiirnKSnzvvMMVBQWcWlbG6YcO8YMDB9jz3nu9toS68goAgu46cSMQBZlTptNQWRn5/5BBVsbRa7NZ//d//5fbbrutmbt+S2bOnBnzQvoaYzaroGmaNRbxophEZE4Xc/pYr1jsTaJBtydJlIWYayU+9MgcYtYfhMWcpmGRZYhyxq/e/JBvzgcGX4pVR4/MJcqJNPgb2u4QjpIzzzwTu92O1+vlI/3CWFPT3JXfYPARCom6K4AZM3r0VMs3LqfUXcrOsp0EbWEbJV3ENb2oy3L09ignqph75RW+qqqiYdRIxpw5n9x5c/CdNJp3Nm7otSV4XCJ7ojXUR38TYLEQrG20kZk6e15PLK3P6Ops1phDJvfccw+FhYXk5OQwatQo0tPTWxXJVzZRzQYDC0mSImlWvQ4uGlQl3AUb1lbesJu3rMhxjWjpkbkEOQFXvYtaby1J1ibRtiaROW/TNKumCZEXxXiXkBZic8lm0uQ0nCZhRTKoxZyiYsKEU3JSVFfUukM4Smw2G4sWLeKNN97g7a++4mKnU4xb2r27ddTEYPBw6JAooAeYMqXHTnO87jhv73k78v+gzSIuYG2JuRkzoo70RMRcVZWYHBHlDd+ApqEBXnmFj0MhTlu6BGwmLIEQQU+Iqk1re20Zml9cMORAbBMP9I5WT10tJ53Ww56GA4SYI3OrVq0iGAySnZ2N2+3m8OHDrZog9Lopg4GHJElokvgD0+vgokG3NNFCYl99EkQsgjAa9IJ9GRmn5GydajWbsYYFm8ftBlpE5qLwIdpfuR+3z022IuaxOhyOdieHDHSsVismxYQiK93qaNXRU607du7kgH5x7eWiaoNeRo/KZWf36Pi2pzY+RTDUeG3xDQmfS2+2yc5uLIQ/++zoD9x0zSfKPOF//hN3VRVH8/MIyRKaVSMYFKUxmq3j+ahxRRLxJJXYSjGGOez4PA007N2FlJDQEysbcMQcmcvIyKCgoKDDbXIGYA7b8JlrRBdxFjV6AaOPAZNC4UkQYa+/eNbLAVgsFlSTikkO25PUHGFiZvOCa0u4libSANHQIMScJEUl5jYXbwZgtG10pF5usKLPvFUrRRPEsdpj3TrehAkTGDlyJAcPHuRtj4fbwWiCGOxs2iS+9mBU7kjNEd7d29x7q+yOn5BQ6mtM7ZrNojNz3z5YtKjD4xXWFJLlyBIm6SkpYl+fT6Ra8/N76tvoH6xaBcuXs9LlIuP0U0GWcGQ7aCgpRVHSwGzt/BhxwmQWTWU2S+cZk6ZcdvMdrLv2WsZdeWVPLKtP6arPXMxhkwceeKDTbZ599tmYF9LXGDVzjQxNHkqGI4PR6aOj3kePzMnIBEPBSHRWjSKtGQtN7TQS5cQ2I0lWXcw1NABhMQcxiTkZmTyzMBwdzGIOwnWIsjni3dcdJEniggsuAOCjI0cIaZrRBDHY0SNzU6f22Cle2v4SIS1EXmKjCXCDXYVZs5rXWv3Xf8EDD0AHneebizdz8csX84uPfyGekKQTp27u0CH4zW8AWJGYQMbQocgWmVNGn4ItUXxuyna7ELY9TDAYxOIQUbWUpNg8XuWxY5n99dck3XJLTyytT+lqzVzMYu6HP/xhVIsxGLg4LU7S7enN5rR2hh7FUyQFT8ATicyZ1fiPV4l0tMqJbUaSrOGRW17dNDjcCBFNmlXTNDYXbyZDycChinFXKSkpcf4O+heRmbdyEkdrj3b7eOeccw6SJFHu87Gxvl7UUxlNEIOTkpLG320PReY0TWPV4VUAXDrh0kh9rifQvnF9R6w7tg4Q9kMRTgQxp2lCyNXXU5WWxqH8HFFWY9WYPXo2iZkZAJgdThqOd92mKFoOFR1CDrsgDM0bPKa/fUWXC5rWrFnDbbfdxve+9z2+973vcdttt7FmzZp4rs2gj9C7T2PpQtVFmwkTFQ0VkXSr0xL/WaZNOzDbjMyFxZzH40HTtEgjhFWSOm2AKHYVU+ouFfNYTXYSEhLiHl3sbzQVc21698VIZmYmU6dOBbOZFfqkmPDsZINBQCAAb78N+/c3RuUSE0G3o4kzB6oOUOwSIuu0YadhDQ9m76qYO1glRn3Vemsbu+F1MXfgQPcW25/ZvDnyd/jm/Pnk5ucjyRKWdAtmk5mMocMBsDmdlO7f1+PL2b57M+HybMZO6tku6BOBLom5m266idNOO41HH32U999/n/fff59HH32U0047jZ/85CfxXmOvYPjMNaJ3J8ci5vQonkkycaTmCKokBFCiLf4j0pqmWY/VtY7MWcJiTguF8Pv9ETEXjTXJlpItgLAksZgsgz7FCo1iziJZqKmvwRfsfopFj85/6vXi1zRDzA0m/u//4N574Yc/BL2kZvLkHvOX+7LwSwDyk/LJT8rHooi/4S6LuWoh5vxBf+Mx9LFfn302eBt2Xn0VgIOjR/PUig8ZmjsUxa4wJn8MAPnDRoIEkiRztGB/jy+naJ8QjIGGejLGGTNxdXrNZ+4vf/kLzz//PLfddhufffYZu3btYteuXXz22WfcdtttvPjii/zlL3+JeSF9jVEz10hXxFwkzYrCkdojmCUzkiThtMU/MqeLObtkp9xVTkhrbmJt1etlQiE8Hk+kZs4cRWRuc/FmTJjIs5wY9XIQTluHG1gSpbZT17Fy5plnIssytYrCN7o9icHAp6gIXnpJPPb7RbMB9Gjzw+rDqwE4Lf80gG5F5gKhAIerD0f+X+cTxuKcey5MmCBSkQ88ILzzBhOVlfDZZwQ0jd+VlZGQkoBqUVGcCvPGCp+2rKQsdJ/4Y8cOd3Cw+FAd7hwO1taAMQI0Qq/VzC1fvpy3336bP//5zyxYsICxY8cyduxYFixYwJ///Gfeeecd/vGPf8S8EIP+Q25uLk6nk8zMzKj3salCQJkkE4U1haiIjtN4d7NCY8E+gAMHpe7SZq9b7eHWek0TYk6PzEXRALG5eDPpSjp2kx1JkkiKcmLEQEaWZRIcCciSHJcmCICUlBTmzJkDVisramuFmDOaIAY+f/ubKI7PyYGmN7/RDLTvAtWearaVbgNEihW6J+aO1h4lEApE/l/jCZtkyzLceadohti+HbrQTdiveestCAR4pqGB3TXVTJ4yGTVZBQck2EQTQrI9GS1s/VLRC16xXlfYCsXjNmarxoGYxVx5eTlnduCsvWDBAsM0eIAzZMgQ5s6di9MZfVStac3c0ZqjmCUzqqz2iJgzmUzYw15IiXJiqwHxLcWc3tVq7aQBotZby4GqAxF/ucTExB5Zf39ET7Umy8kcqem+mINwqtVq5QuXC295OZSXx+W4Bn3Erl3wwQfi8S23wH33wT33wC9/CSf3TJpszZE1hLQQDrODKdlTgO6JOb1eTicSmQPxPYR9Enn0UWF4PRgIheCNN/CGQjzv9zP8pBFk5mUiqRJnz2j045NlmYBXfFbWhT06exJNE/JDjdEw2KBtYhZzsix3KNYqKioG5AxLo2aue+gzXSUkjtYKMddTkTkAh11MLkiQE1qJOd1nThdzPq9wC7dIEnSwnu2l29E0jRxTDlaTddB3sTYl3k0QIG7sTA4HDZrGt263kWod6Dz2mPg6YYIw5ZUkOO88WLq0xyIrer3cqXmnYpLF364u5rxBb8zHaynmIpE5nVtuAadTjKF77rkurLgf8s03UFzM1/X1BNNSmDp1KianCXuGnZPzmovwoF8I5Aafv8eXpYTrrK3m+I17HAz0Ws3cOeecw5IlS9i+fXur17Zv385ll13Gok4MG/sjRs1c91AUJSLiS+tKsUgWTIqpxzpBbTYbqqySILUh5tqpmbOoaocXnW0l21BQGGoZekJYkjTF6XRGmkrikWYFIRBnzZoFVisr6+pgz57OdzLon+zaBWvDY55uuaXHmh2aomkaXx/9GmhMsUIPRuYAkpPhmmvE4xdfhIqKmM/R7/jkE/HF6WTCjMlYHBaCSpDL51/eetuQEHGBrhtdRIWmaVjsYY+5lMFfyhILvVYzd//997Nv3z4mT55Mfn4+s2fPZvbs2eTn5zN58mT27dvH/fffH/NCDAY2siwjS+Lt5JAcKCiosorV2jNu4jabDVVRccrOVmJOtlpFs4NeMxe2x7B0Iiy3lW5rVi+XnJzcI2vvj9jtdiyKBYfkoKg2fp5wCxYsiKRag4O1S/BE4IUXxNcJE2DmzF45ZY23hjqvEFvj08dHno+nmGsVmQO44gpITwePB5Yvj/kc/YpAAFauxBsK8VXAx8jhI1GsCmPGjInUyjUlHPwkZGr/s/Ljjz/m5Zdfpj5ci9wVjhQdQbWI3+OQocO6fByDRmIWc0OGDGH9+vVcc8011NbWsm7dOtatW0ddXR3XXXcda9euHZDjvAy6R9PIXKIs7EhMsqnHxJze0dpWmhWLRdTHaRperxePLuY6qJcLaSF2lO0gS8nCptpISEg4YerlIOzdp5ux1nviYk8C8J3vfAfJZqMmGGTLunVxOaZBL1NUBB9/LB5fdVWvFas3bWzKcmZFHndVzAVDQQ7XiC5Ni0l037eKzAFYrWKSBMAbb8CR+ESq+4QNG6C2ljX19diGDhGjGq3w3VO+2+bmqjU8ltHS9gSNyspK7v7D3fzlsb+wePFinnvuOXxdmBaxbceGiMfcuMk90zxzotGlWGpWVhZPP/00VVVVFBcXU1RURGVlJcuXLycrK6vzA/RDjJq57qEoCnL47ZQki7C5xWyJyd4kFmw2G2bZjF2yU1zXwrXdbBYGwXqaNVwzZ+1AzBXWFFLnrRNizmQ7oaJyIJpKnHbR8JIotW4q6SppaWmcMmkSACsPHYLq6rgc16AXeeklUUQ/ZAicdVavnVYXc06zE7vaOPy9q2LuaO1R/EGRRjwl8xSgncgciEaI/HwIBuHJJ2Ndev9BT7Ha7eQMzUW2yMgOud3pPvYkEa1TbHZC/tZ1cxs3b+Dc757FJYsXM3rkUJ586kmuvvpqDsRotnxsn6if1fxeMseeEtO+g51eq5lriiRJZGZmkpWV1azp4auvvurOYfsEo2aue8iy3Coy57A5eux8eppVQqK+vr6Z3UDTyFxTMddRZG5byTZkZIaoQ1AV9YSql9NJTkhutCeJU0crwILzzwdJYmVdHZrRBDGwqK2FN98Uj6+8Enro5qwtdDGX6WhukdRVMXegSgiOBEsCI1NGAqKDvU1MJvjv/xaPP/gADh5se7v+TDAIn3+ONxRitcdDfl4+ilVhaE77o7NSssTP2up0Ul3YuhFq3epPcVrt2JGYO2Yc3z/3PBITbfzXj/+LP/zhDzz00EO88sorhDrx6as8Lko5/LU1yCfYjXNn9FrNXDRceumlPXFYg36MJEkQ1vO6mEt0xH/6g47ZbI4YFdslOyWukqYvisicLubCaQBLB9MftpduJ01Ow6EKAXoiijmn0xnpaI1XEwTAgu9+FywWjvv97Pvii7gd16AXePttaGgQ47oWL+7VU+t/090Vc+/seYdnNj3DN0e/AWBk8kiSLCJ70K6YAzjnHBg5UvgjDkTv1I0bobqaNW436pBMbFYbslVm7ti57e6SMVyIXKvdTsm+va1eLykUnwtqg5ucumryTTKTR43l3HPOxuVzcazsGJ99+Rnv/OedDpfmdYc95hoMj7l40WlR0B/+8Aeqq6t5+OGHATr0mNMxfOZOUJqIOUVWIl5wPXIqSRJisZxI3VxuYq540WwWo7v8frxeb2NkrgMxt610G5lKJjaTTdSPDfJ5rG3R1J4knpG5/Px8RubkcLCggJUrVzLmzjvjdmyDHiQYhFdeEY8vugjsPff33BbxiMwdqTnCPV/c0+y5kSkjSbCIdGKtrwMxJ8vwk58IH71PPoG9e2HMmFi+hb7l008B+NhuJytvCLJFJmAOkJPcfk17Tu4wNksbAZnCgr2M59zIa5qmEQx7w1FfyRk/+im7/nw/jsxcyhKTSUpJx6Np+FMy+HL9F1y0+KJ2zxMMhacMxak21yCKyNwTTzzBU089hT+cP1+1ahUFBQUd/gsGgz2+8Hhj1MzFgfC7yYSpR5sfdOx2u7AnadkEYbE0i8x59MhcO2nWBn8D+yv3k6FkYFftJ1y9nI7eBJEgJ3CkOr5F3/NnzQJgzY4dcT2uQQ/yxRei+UGWhZdcL1PiFpG5LEfzOuxYxFyRq3Vn9pTsKdFF5gAWLGgUcE880en5+g2hEHz2mUixNjSQP1SkWNPSOx6blZM8JDLSq/h487F+R44cISVNCOvUVCfmMeOY/OhyviubOW3lZ8z/9isSjxSihECr6rjTVTGL36HN8JhrRVdr5jqNzG3atAmfzxeJVGRkZFBQUNDhPgOxm3XZsmUkJvZcWvBEQJIbw+U9aUuiY7PZMCvm1l5zZnOkZq6hoQFf+EbE0s56dpXvIqSFyFQysZqsJ7SYMytmJCQq6uLrrzV/0SKee/lldlRUUH30KMl5eXE9vkEP8O9/i68LFkB2dq+fPh6RuaqGqsgxHl74MKXuUublz+OrQlHX3amY06Nzt98uxO3OncKepb+zeTNUVvKVy4WWkUZqSiqyVWbqqKkd7ua0OtGCAZBMVFU3z7Bt+PYbUlLTUCQYNlE0NWGxoN79B0asXw8FBRxZ8RbV5JOWlkVJSUmbDZGapmEOe8wlJbW2RznRWbhwIXPnzuWvf/1rTPt1GpnLyspi6NDGgsnlUfjuRLONweBDbmIkalL6ODIXFnN1dXWRmaDtpVm3l24nQUogSU1CluQTVsyZzWZsYUsCX4OPBn9D3I496fzzcSgKGvC1XlBv0H/Zu1fUXIHwXetlNE1rjMw5mwsCiyL+jqMScx4h5lJsKYxNH8tpw05DlmQSLeLG3eVzEdI6LtbntNMax5X9/e+xfBt9RzjF+onNRmZejkixKgFOyeu4c1SSJAJeEVVzuZtH17asWYkkyVjQOGnud5vuJLwHly7l5O+ejSyBzWrno9VtZ7qKy4qx2UVtck6+4TEXL2JugDj//PPbfL6goIBNmzYRCoXa3cZgcNNMzPVCmrWpcXBRXZN0itksRndpGjXV1Y1izta2d9L20u1kKBnYTDYhaNrZ7kQgNSkVEPYyh6oPxe24JoeD2UOGAPBV+EJj0I956SXxdexYmDKl10/v9rsjNxPdicxVNojoUqo1tdnzupjTNA2Xr5MZrJIkonMAa9bA1q2dnrdPaZpi9XrJzctFsSrYkmzNPqPb3d0vaoy9/kCz58vLysTrrioSU9u2IMs9/RzkuhokDXZuaNtXcuvmtRD2mDvplI4jhQbRE7OY+/zzzznzzDP54Q9/GHnuF7/4BaNHj2bGjBlMmjSJ0tLSDo7QPzFq5rqPrDS+nVRZ7bDhIB7YbDYx/xUT1fXVjS/oaVagprJSfLjRfpp1d/lukWJVrSQlJQ3I2cLxIjkhGZNsIklOoqC643KKWJkfFgVfb9nSqXWBQR9SWQkffigeX3FFn3QbNjUM7o6Yq/ZUAyIy1xRdzEEUqVaAOXNg8mTx+P/+r/Pte4LCQhEZdHUiPrdvh7IyvnK58Dns5A7JRbbKjB06NqrTSAgRF5Aa69n8fj+Ef+5qqP2ZuFJuLmq5iKj6XG1vV7Bji9g2GCD35GlRrelEotd85pYvX05DQ0NEzH399df8+c9/Zvbs2Tz66KMkJydzzz33dHKU/ofhM9d9mhoEm83mqO4Cu4PVakWVRS2nz+NDC0fgIg0Q0CwyZ22jG6/OW8fxuuMnfL2cjsPhwGKykCwnU1AVXzE3d8ECAGpqathhNEL0X958E/x+SE0V9hx9gC7mLCYLCebmdVVNxVzkb74d9Jq5FGtzMad3s0KUYk6S4MYbxeN162Dlys73iSeaBr/6lRgv1pmJsW4UbLGQlpuNyWoiJIWYO6Z9S5KmKIr47NRMjQ1j+/buJT1DROPSh6S2uZ9Opl18JqekZlLRxmzb8iKRRQlUV6I4jZq5lvSaz9y3337Lm2++yTnhP/Inn3wSi8XCm2++yc0338zrr7/OBx98EPNCOuJvf/sbU6dO5dRTT+W8887jSAfjVbxeL//f//f/MXfuXGbOnMl3v/td9hgDvnsFk9LYT9OThsE6iqJEUqJWzUqNN+zm3jQy10madW/FXsyYSZaTsSqGmGvqNRdvMZcxaxZjrVbwevmqty+GBtHh98Orr4rHl1wCHRht9yS6mMtyZLWKlOtiLqSF8IdaTyloip5mbRmZMytmbKr4PGh3CkRLZswQ9XMA994L4bRjr7Bxo6hjBFi9uv3tNA0+/RRPKMRqn4+c3BwUq4Jkl7Cbo7OWsdjDGRWLNRJB37jqM5LS0lAlyJvScTRt8sxZSBI47E4++fKjVq97G0TkT2toY5SaQZeJWcw1NDSQHe5sCgaDvPfee1x44YWRrpWsrKzILMx48MYbb3Dvvffy8ccfs2bNGubMmcOFF17YbprmF7/4BZ9//jmff/4569at47TTTmPhwoXdGgpsEB1NI3NJzqReOWeiU6RLEuQEytzhD1eLRdTMIaJAETHXRpp1T8Ue0pV0LCYxeiwh4cS+U3Q6nVgUCzIypTVxLpcYO5Z5DiHy13zU+kPeoB/w6adQXi4mIFxySZ8toz3DYGgUc9B5qlVvgEi1tY4m6RG/NueztsdvfysiljU18PvfR0o4epwXX2x8XFgo/rXFpk1QUsIal4sGi4X8/Hxkq0xeTvTd42lDwlMg7A4O7doFwI4Na5GQMEsaY6ae3uH+wxech+J2IWmw9Zs1rV6XwnNxLbJRahFPYhZzNpuNsvAdyVtvvUVFRQWXX3555HWXyxXXAeV/+tOfuOqqq0hPTwfg1ltvZcuWLXzaRhF1KBRi+fLl/OhHP4oU3//sZz/j8OHDvNlJB51RM9d99EHtkiSRYO8dUZToSBTnkxMoqw+LuSaROa/HA5qGDJjaiMxF6uVMVhISEnpsluxAwWKxYLOKn5PH7YnMsowLDgdzR48GYNeuXUJoG/Qv9MaHs8+G8GduX9CeLQk0F3PeQPv1W9Ao5pKtya1eS7KKG86oI3MghNzvfy8er10Lzz0X/b5d5dgxWLVKPNavre1F595+G4BPHA4Ss9NxJDqQJIk5Y+ZEfbqU8WNQJLAnJLDzs88AqKoRgjforibB3vGNupyTg1wu5mV765qL7WAwiDUhGYC01OSo13Qi0Ws1cxdffDGLFi3iF7/4BTfeeCO5ubksDo95qaio4LbbbuOUU+IzONfn87Fu3TomhQd1AyQnJzNs2LA257+Wl5fT0NBAZmZms+2tVitr167t8FxGzVz3yXBmAGBTbb3WEWqz2VBlFYfkaCya1sd5gYjKaZoQd22kjPTInFEv10hakjAWTZLiO9YLYOLMmdhkGa2hgfXr18f12AbdZNs20GsZ+8COpCntGQZD9JG5QChAnVeIkJY1c9DFyBzAvHlw2WXi8eOPR2xAeoyXXxafY3l5YhIHtC3mXC745BM8oRCrfD6yh2SjWBX8qp+8lOgjc3m5o1EVCbPVxpa1a3C5XKgO8bNSTYFO9hYkm8XnrzMhhUCgcZ/de3ditzsBGD5ufNRrOpHotZq5u+++m4kTJ/LUU0+RkpLCSy+9hKIoBINBMjIyeOaZZ5pF6rpDeXk5gUCA1NTmIfLU1FSKilo7e2dkZGC32ylsEoKurKzE4/EYI8Z6gezEbEanjiY/Mb/HO1l1rFYrJsWEQ24i5lRVjPMC8SEYCom0awsx5w14KagqIE1Ow2qyGqbRYdKS01BkhRQlJe51c+rJJzPNbgePh2+//TauxzboJrpJ8KRJfW6MG21kzhPwUOou5bq3r+Pl7S83207vZIW206z6FIiYInM6t90mvNVApF63bIn9GNFQUwNvvSUeX345nB5OcW7aBHUtROhHH4HXy5pAAI/FwtD8ochWmdS0jhsWWjImewyEO1qPVlSwc8sWMjJFaVXGsCFRHWPEhHEAJCWnsm3Xtsjzm79ZCYAswcQ5C2Jal0HHxCzm7HY7//znP6msrGTPnj3MmzcPEPVSoVCIYDDIVVddFddFtmUV0d5zP/7xj/nb3/5GeXk5mqZxzz33iKHsvSQuTmQURUFVVCRJ6nGPOR29o9Uu2SlzhdOskoRV/32HQqBpmCUJWsxbPVB1ADt2LJIFi2IxxFyYhIQEzIqZFDmFg1UH43vwceOY7XCA18vab76J77ENuk5paaQLkjjdjHeHjsScxdT4We4JeFh9eDXbSrbxzy3/bLad3vwArRsgoLGjNebIHIjPkgcegJEjweeD//ov8e/f/xb/jxd/+xvU10NiIixeLJowrFYxN7fl309Y9H2ckoLVaScjKwNJkpgyakpMp1RkhWDQDYBPtbD+ow9ITE3DIsGQqTOiOsYp889GIYSkwbdfNUYuj+3fD0CwrobEYaNiWpdBx8StuK2goIDq6momT54cN0uKjIwMTCZTq6haZWVlpAmjJQ888ACpqalceOGFqKrKtddey5gxYxg1quM3zl133YU5HLlZuHChkXLtAk3rzXpTzJlkEzIyla7G90lEzIXTrBZZhhaCfnf5btKUNFRFxWK2nNBmwU3RmyAckoPDlYfje/CxY5llt4OmcfTgQY4fP86QIdHd7Rv0IK+9JgRCZiaceWafLsUT8ETsQtoSc7IkY1bM+II+PAFPJAJXVl+GL+jDrIjPcf15s2LGZmr9t92tyBxAQgI8+ij8+Meirm3TJvFv61a4//7u+/Pt2gVvvCEe33ILhJuHmD1bjBZbvVrUNgLs3w87d9IQCrG6ro6M0cNEilX2M2nopLaP3wH2DCc1pZCamcWXa9Yw66xzMMkaE8bOjGp/59iTCVU9BynpHN+3P/K8q8ZFagIEXbV94l/Yn1mxYkWkbt/XhRuCfm0arKoqM2fOZGsTx+2amhoOHz4ciQi2xGQy8Zvf/IavvvqKlStXcumll1JQUMB5553X4bmWLVvGQw89xEMPPWQIuS6iizlJknotEmqxWDDJ4p7E1dBoptlSzFnbiMztKd/TLMV6IpsFN0X3mgMorymP78GTkhg1fDipigIeT6e1rAa9gM/XKBqWLGkssu8jmhoGtxzlpdPUa04XbZqmNZsE09SWpK2/bd04uEuROZ3sbHj9dRFBu/BC8dxHH8E//9nxfp0RConIn6bBuHGNtXLQaI+ycqUweIZII8bnTiceWWboMJFitSZaUeTYm7oyxo/FJEF6bi5yeP+gpyZqexMUBdldDYDP01gzF0Icy9SB8fCJysKFCyMapFdq5nrbNPjnP/85L7zwQsR88LHHHmPSpEmcddZZkf9f0aRY97e//W0zn7vf//73XHTRRUzW3bsNegxdwDkcjl4TRoqiRCKqDZ7GWaIt06yWNhog9lTsIU0x6uVaoigKdof40Pa4PZ3ProwRSU+1GmKuf/Dhh1BdLf4+Lr64r1cTEXMm2dRmFyo0F3MRf0ngWN2xyGPdMLitejloFHNN9+8SJhPMmiVq55YsEc/99a/QRpNe1Lz3nmhIAbjzTmia7Tr7bNFVW18vJkLs3Anvvy92S0hAMSkMHT4USZIYM3RMl04/ZsQpqIqExWpj+FhR/2a2xfaZ7rQI4Wa2JxEKhdA0DdURtpJy9E7m5kQi5luwb7/9li+//DKS5mxqGpyVlcWSJUs49dRT47bAiy++mOLiYs4++2ysVtFx+M4770RSuYWFhezevTuy/fDhw7njjjtYtmwZPp+PM844g6eeeipu6zFon5SUFCZPnozT6ezV8+pWGppfi6RZImlevQHCZGom5kJaiH2V+5honWiIuTZIT06noKSABBI4VnuMoUlD43fwceOY5XDwQXU169atIxQK9fi0EIN20LTGxodFi6APO7pDWohPD37KM5ufASDDkYEstf2+aCsyB3C09mjksW5L0lYnKzSKuagmQETLHXfAgQMi3XrvvUKUxRrprKyERx4Rjy+4AFq6QzgcYhrF/feLOrlNmwAoGTmSdQUFpOekY7KHpz6cFN3Uh5aMyhzFZ5oPUEkfkossQfroYTEdY/jokWyp0UhOS2Pvgb0kJySRkCR+F7nDYjuWQefELOZ62zQY4KabbuKmm25q87UHH3yw2f9vuOEGbrjhhpjPcdddd7F48WIjxdoNJElqZgvTWySG7/bssp3y+nKGJAxpLubaiMwdrT2KOWjGjBmLyWh+aElWShayJIuO1uqCHhFzFBdTVVXF/v37GTOmaxEEg26yeXPjZIE+bny494t7eXfvu5H/Lxq1qN1t2xNzx2pbR+bai+71iJhTVSGyFi8W5suff95Y1xYtDz8MtbVCWP/sZ21vc+GF8MorsG8fFIiO8/cnTkQ7eJBho4YhW2RC1hBOa9durBVZIRSsB0RdoVmCvFOmx3SMyfPPZvv7H4Em8/Xqj0lPSY2kbCfMil/AZ7CxYsUK3n333c43bEG/Nw3uLQyfuYFLsjMZALtkj6RoInNYdTHXwprkcPVh0pQ0ZEnGbrH3WsPGQCEhISEyo3V/xf7Od4iFcePIUlXyVRW8XsNvri/Ro3LTpkEfCmpN01hdKLzT5ufP518X/4ubZ93c7vZRpVk7mP4AjWLOG/DiC8axA7VpE4k+Gi1avv4a9DKh22+HpEaD3rKyMt544w0RLJFlEQUMo519Nv8J15YPGz0MCYnc7NxufRvOrMYbXFnWmJAfm39s6slTCNVUA1C4aycHt4v1SX4veROja6Q4Eek1n7neNA02MIgGm9WGSTY1Mw6OjO4K18xZZblZA8ThGiHmzIrZaH5oA72j1YSJw+Vx7mhNT4e0NGaE/eYMMddHFBeLyBH0eVSuvL48EmH72eyfMTZ9bIfbNxNznrbFXKQBopM0K8Q5Ogdw6aXi68aNIu3aGXV1ooniF78Q/589G849t9kmv/nNb1i2bBn33XefeGLGDLj6ajjlFHaeey6HDh0iKS0JW4IoO4ll6kNbZI4fh0X3Xg/UYVVjvOGVZTS3ENTuOg+Fh8XvJlBbhdxHM38HM/3aNNjAIBqaGgfr81ktus1IO5G5wppC0uX0iJgzaI7VasViFk0kFTUV8T/BuHHMCDdBbNy4sd1ZywY9yGuviZud7Gz4znf6dCn7KvcBwkYkPym/0+11MefyuXD5GrvYj9YeRQvPYtbFYVsec9DDYm7qVOFBB82jcy6X8KO76aZGP7rDh0XjydNPg8cjInu//nUz6459+/axYcMGAD788MPGCUi33grPPMPLYY/AsZPGIptkfKqP/LTOf44dMXbkFFJsCkNMEvbsro1ndJjE92BPzsCZLiyIbEGjk7UnGBCmwb2BMZt14KJ7zdklO6WucCeczYZJkoR3FrQSc4eqDpGqpGI2GWKuLSRJIiFBfIB76uM8oxVg3LjIJAiXy8WePXvie3yDjvF6G+1Ili6FPp5JvK9CiLlRqaOistLQxVxTGxOABn9DJL3aWWTOYXZEGiy67DXXHpIkfq4gOk2rq8XjBx4QDQtr18ILL4ibzQcfhKoq4Vv3058Kq5MW3ouvtkjXLlu2jPr6egCOHj3Khx9+CMDwMcMByMnO6fa3MCx9GMWpElUZFmzjT+rSMfKGi1rb5ORUUpNTSZNCzB4/sttrG8z02mzWaGhrbmp/x6iZG7joUyAkJKrCYf3IfNZwxMfcogGirLYMFRWLYomIFoPm5KSKC0KylExhTWEnW8fIuHGkm0wMD0dRjFRrL/Phh6LI3mJp7mHWR+ytEE0YJ6VGJxp0MafPcG3Ksdpj+IP+SMSuvZo5WZJxmIURb9PoXtw47zzReVpfL6JxL7wQsRAB4Jln4M03Gyc5/PGPcM010MK8vK6ujvfD+11//fXYbDZKSkp46KGH0DSNZ555hlAoxKhxo7A4RDR93vi2fVhjQZZlRk4YQ0ManDPpnC4dY+rp38Uha1hlGOqqYkaSiek/+nm31zaY6bWauWi4VK8XMDDoBZoaB9e6a/UnRQdrODLX1DTY7XOjeYWIsKgWo/mhHTJSMiIzWvdXxr8JAmC6xQI+XySFZNALNLUjOe88MSqqj9HTrGPSomvC0MVcsasYEMIs3Z4OiLo5PToH7adZAZxm0e3p9rtjX3Rn2O3CnsRsFh2nut3IaadBRgY0NIB+0T79dFEn1wbvvfceHo8Hp9PJddddx803i8aQt956i5///Oe89957AEycPxEJCZ/qY3j68Lh8CxdMu4DbvncbibauvUeyT5nJpOMHmHxoF2ddcAHjf/JLY/JDD9Fp2+kf/vAHqqurefjhhwE4M4pRLwNxqL1hTTJwkWUZ1ayCG+obROqhZWSu6TivwzWHSZJFl1hKYtvu8AaiCcJqspIQSuBAxQEYHceDZ2dDYiIzamt5PVw3FwwGm42EM+ghNm0SlhYAl13Wt2sBfEEfh6oPAbGLufJ6MaEkyZrE0MShlNeXc6z2GCNTGlN57VmTADhUEZlz+3pAzIEQaX//O9x2m4iEpqfD3XfDmjXCZBiED91tt7W5eygUiqRYFy9ejM1mY+nSpRw7doyXXnqJL774AoDsnGycyU4I0e6oyz5Blpn9yHJxA2F8zkZFV61JOhVzTzzxBC6XiwceeABVVVm1ahVDh3bsORUMR0MGEsuWLTNqpwYwunGw3+dH0zQks1l0sOpirklk7lD1IZLkJEyyiaSEpHaPeaKjd7S6cXOs4ljnO8SCJMG4cUyvrITKSurr69m9ezcnn3xyfM9j0Bo9KjdjBoyOp0LvGgcqD0SmjIxOjW49upjT90uyJJGbmMum4k0iMhf2mLOYLG3OZdXRxVyPpFl1Jk2CZ58VKdXvfU/YjSxaJGrjNm+GH/wA8ttuVli7di2FhaLEYfFFi9l2eBsnDz2ZO+64g7y8PP785z8TCoVYePFCtJDINswfP7/nvpeuYgi5qFm4cCFz587lr3/9a0z7dSrmNm3ahM/nQw1fCDMyMigImxS2R05O94svDQxiIcEu6t4sWKjx1pBssYjIXBsNEIerD5OkJGE2mXHow6sNWmEymbDarNAA1WG/qLgybhypa9cy0mzmILBhwwZDzPU0xcVipif0i6gcNKZYs5xZzTpMO0IXczrJ1mRyE4Sv2tHao82aHzqKvPdomrUp+fnNDYAlSZgDb9zYOGu1DV555RUA5syZw6e7P8Vf42dj1kauOesaLrvsMsaMGcP+/fspd5Tjr/bHNcVqMLDotGYuKyurWSRu+fLlnR40mm0MDOJJklNE2BySQ3yQm80itdo0zdpEzCXLyZgVQ8x1Rkp4/I7m06j318f34OG6uRnh/xpNEL3Aq6+Kv4mcHJEC7AfozQ9jUqM3LW4p5vTIHDSvmWuv+UGnRxsgOiMhQVjCtDPKrqioiC+//BKA8y88H1+tsDKpKanh233fAjB16lS+e+538dWI14bnD+/5dRv0S2JugDj//PM73aa4uLhLi+lLDGuSgU2ivXGkV42nBlpE5po2QBTXFEc6WQ0x1zFD0oRFQoqcwsGqg/E9uC7mZBn8fjZt2kQgEIjvOQwa8XhEqg+EqW0/qU/UbUlOSove/qKtyFxeYh4g7ErWHFkTeb4jIpG5nqqZ6wavv/46oVCInJwcGhIakLTGCOPXG7+mpl7YqXy46UMkTcIv+Vk0pf0RaAYDg35lTfJbvbBzAGFYkwxsbDYbiqzgkBxivI9eMxfGYjaDJBHSQtS6RMerxWTBZmu/nsYAUpNSURVVdLTGe6xXXh7Y7RG/uYaGBnbt2hXfcxg00s/sSECM8Yq1kxXaiMxZkyJpVk3T+OaosPsYkTyiw+P0Ss1cF/D5fLwZFt5Lliyh8Jiom/Nb/QSkAHJQ5oWPX8DtcVNyXNizJKQn4LR0bRarQf+h16xJGhoa+M1vfsO4ceNwOp0oitLqX0lJa+8fA4OexGq1okgKNslGdUN1azEXjsqVukuxa2Jua4IzAbmdFIeBQJ/RasZMQXnHtbIxI8swdizJJhOjw15/Rqq1h2hqR3L++f3CjgTE36M+faE7Yi7ZmkyqLZU0exoAOQk53D739g7nu0Iv1szFyIcffkhNTQ1ms5np86cje8Xn1OyTZ5M/SjRLBN1Blr+9HDkoEyLE2VPO7sslG/QxnTZAtOTmm2/m+eef59RTT2X69OmYW8xY0zStlVu1gUFPY7FYUGQFKShRW18LljSRWtVfD3vJHa4WtiSSJJGelN5Xyx0w2Gw2LCYLLq+Looqi+J9g3DjYtInpNhv7GxpYv3491113XfzPc6KzcSPsD0dW+0njAzTWy1lN1kiaNBraEnOSJPH38/9OkauI2bmzo5okodfM9Scx5/V6+cc//gHAokWL2HRkEwA+2cfck+YiSzIv+l+k9HApSlB8j5pDY0RGx1FIg8FNzGLu3XffZfXq1cyZ0/4Q34FYe2b4zA1szGYziiQ+2FwNLjDntE6zIjzmkuVkVEXF6TRSEp0hSRJOp5MKdwW1dbXC9iWeNgN63ZzHw8vAli1b8Pv9ke55gzihR+VmzoRRo/p2LU3QU6yjUkdFRmtFg0WxNPt/kkU0QI1IGcGIlOhFTX9Ms7700ksUFxdjNpv50Y9+xMtfvoyCQnJ6ckSgXjnvStZkr+HLtV9i1szMnTi3j1dtEC96zGeuJcnJyR0KOYBjx+LsSdULGD5zAxtFUZAUITLqPfWNDRBhLGHD4GJXMYlyImbZ6GSNlqzULA6XHMau2TledzzSNRgX9EkQgQAS4PF42LlzJ5MnT47fOU50jh+HsLksl1/et2tpQVc6WaHtyFxX6G8NEFVVVTz99NMAXHnllZT6SlECQsDNm9B8RNepo07l5CEnU1pXykmZXZudatD/6KrPXMwFQzfddFOnqvGSSy6J9bAGBt1GVsTb2evzNlqThNHTrJWuSmySDZNsMsRclOSm5yLLMmlKGrvLd8f34MOHg9lMoqJwUkYGYNTNxZ3XXhN2JEOGdOhp1hfokblYOlmh7QaIrtCn1iRt8MQTT1BfX09qairXXnsta/esBcCn+hg/ZHyr7ZNsSYaQMwC6EJn7n//5H5YvX84VV1zBjBkzSE9Pb5V2WambUhoY9CImVbydPV5P4zivMHpkrt5dTyqpmBQTdru9T9Y50EhMTMSqWAmFQuwt28tZI8+K38EVBU46CXbsYEZKCnsrK9mwYQM33HBD/M5xItPQ0GhHsnRpu55mfYEn4OFIzREgtuYHiH9kzhf04Q/6UZW+S++vXr2a1157DYAf//jHmC1m3FVuFBSG5Azps3UZDAxiFnPr1q3j17/+NWVlZbz88sttbjMQZ10aNXMDH7Mq6uICgYBIszaNzIUtSLweLwCqRTXmgEaJ0+nEqlqp99dzpOxI/E8wbpwQc5LEi8DmzZvx+XytmqsMusAHH0BdHVitcMEFfb2aZjQd43VSatcjc5IkRT05oiW6mAPRBJGsJHfpON3l+PHj/O53vwNg1qxZfP/73+eLXV+ghBQ0NBZMXNAn6zLofXqtZu6WW25h9OjRPPDAA+Tm5rYqVNY0bUCmWY2auYGPHn0LBUKtrEms4TRryBcCGcNfLgYURcHusFNZX9kzY70mTIDXX2dKRQWSJOHz+di+fTvTpk2L/7lOJPqpHYmOXi83JGFIJN0ZLU3FXII5IabmiaboDRAg6ua6GuHrDj6fjzvvvJO6ujoyMjK47777kGWZnQd3AhC0BhmSbETmThR6bDZrS3bv3s3x48c7rDf6wQ9+EOthDQy6jc0iBJoW1NDMZjGPFTBJErLVijfgRQkpIIPTbnSyxkJmaiZHy45iDVopry8n3R5HW5cJEwBIrKpi7IgR7C4oYMOGDYaY6y7r18PB8NSOfmRHohOpl4sxKgdgVhqjtt0RYE1FZF/ZkzzxxBPs2rULWZb54x//SGpqKrX1tQRcASQkRg8b3SfrMhhYxHw7M378eEymjjXgL37xiy4vyMCgqzhtQqCpmopHDpEYTqMmyDKoKhUNFdglUSeX7Ezuq2UOSPIz8pEkiTQljT3le+J78JEjRRoQmJ6VBRhNEHFBj8rNmiV+xv2MSCdrjPVyIFKrenSuq80PICxOdLuPvmiC2L59O88//zwAP/nJTyJd3J9t/wxJkwhKQc44+YxeX5fBwCNmMffAAw9wxx13UFVV1e42nVmX9EeM2awDn0SbSCNZJAu1modpdjs/SE3lF9nZYDZTXl8eEXNpCWl9udQBR1JSEhaThQQpgd2lce5oVZRGv7lwqnzbtm34fL74nudE4vhxWL1aPO5ndiTQfIxXrJ2sOrqYS7Ykd3kdkiT1utdcSUkJ27dvp7i4mD/84Q+EQiEmTJjANddcA0AgGKDgkJi2YkowkWBN6JV1GfQPujqbNeY06913301hYSFPPfUUo0ePbrObtbKyMuaF9DVGzdzAJ9Eufn9WyUotXrIkidvDkR5UlVJXKXbZjiIr2KxGzVwsOJ1OrCYrHr+Ho2VH43+CCRNg82amulzIsozP52Pbtm1Mnz49/uc6EXj1VWFHkpsL8+f39WpaUeQqini7dSUyB8QlMgeiCaLWW9srXnOFhYVceeWVNDQ0RJ5TVZW777470pD14aYPUQKi8WHRjEU9viaD/kWv+cytWrWKYDBIdnY2LpeLQ4cOUVBQ0OxfMBiM9bAGBt3GaXMiSRIWyUJVsMUHs8VChasCEyZMsinSLGEQHYqiYLMLAVxV035UvsucfDIAzn37GBeO0hmp1i7S0ABvvSUe9zM7Ep19FSIqZ1ftDEnoWnF/JDIXY82cy+Xiz3/+M6vDkcve8prTNI0//vGPzYQcwI033sjIcBo8EAyw76D42UiJEmOyuyZ0DU48Yo7MZWRkUFDQ8cDtnJycLi/IwKCr6CO9NE2jylsHkiQ6+gBUlUqXiBibZFOku9UgejJSMyiqKEL2ydR6a7tsB9Em4SYIamuZMXo0O3fuZP369fz4xz+O3zlOFP7zn35rR6Kj18uNTh0dUydqTU0N7777Ljk5OY2ROUtskbk//elPvPfee7z99tu88847ONXwFIgeboD48MMPWbtWmAA/8sgjDBs2DK/Xy+jRjQ0O7298HyWgECLE+TPP79H1GAwuYhZzDzzwQKfbPPvss11ZS59i+MwNfFRVRZEVAqEAdR4XWCzg8YgXzWbq6uuwYkVRlE6beAxaMyxrGFv3byVNSWNn2U7m5MWxNjYvT1hn1NYyIyGB5xB1cx6PxxDesRAKwYsviseLF0NC/6y30uvlok2xVlVV8fzzz/Pqq6/S0NCAyWTih3/+IcfqjsX0Pvzmm2947733AKivr+df//oXjlEiMhevNOuhQ4dYvXo1NpuNCRMmkJqaypEjR3j44YcBWLRoEfPbSH17/V4OHDyAgoKSqHBSljHZ4USkx3zmnnvuucjjq6++mh/+8IftbvujH/2IUEiYQA40UWTUzA18VFWN3OW7PC4wm5uJOXdDlRBzqjIgja37mtSkVBEN8cOOoh3xFXOSJKJz33zDFL8fWZYJBAJs3bqVWbNmxe88g50vvoDCQvHzvPLKvl5Nu+iRuc5sSbxeLy+99BLPPPMMbnej2AoEApyeeDo3Xn1j1JG9+vp6li1bBogaUJfLxcsvv8zMO2YC3U+zrl27lkceeYS9e/e2u01CQgK33357m6+9/e3bKEERlfverO91ay0GA5ceq5n7r//6L5555hmeffZZND1l1Q7Dhg1j2LBhvPDCCzEtojP+9re/MXXqVE499VTOO+88jhzp2IV+3bp1LFy4kHnz5jF16lQWLlxIeXl5XNdk0P+QJAlJESLN3eAWkTkdsxmvV0x/MOrlukZCQgJWVUTJDpcejv8JwqlW+/79TAg/NurmYiRsc8EZZ4hoZz+k3l/P0VrRRNNRJ6vP5+OGG27g8ccfx+12k5yczG233UZ2djYABw4ciErIrVq1ivvvv5+rr76a48ePY7VaWb58OcnJydTX17NvpYgSdifNumXLFm677baIkMvLyyOvyc9fURRGjBjBsmXLSE1NbbV/pauSoqNFAFjSLIzONLzlDGKj08hcamoqn3/+eeT/Z5xxRquoxmeffQbAb3/7WwD++Mc/xm2Bb7zxBvfeey/btm0jPT2de+65hwsvvJD169cjt1HYu2vXLpYuXcr777/P+PHjCYVCLF26lPr6+rityaD/oos5j0/MZ41gNhPwBUDC6GTtIrIs43Q6qa6vprq6Gk3T4hvhDDdBsGsX0y+9lO3btxtiLha2bhX/ADrIoPQ1+yv3A+Lma3Rq+6Ll+eefZ/fu3SiKwtVXX80111yD0+lk48aNFBcXc+DAgU7PtWfPnlaRsJ/+9KeMHj2aq6++mkcffZQdn+8gcXhilyNzhw4d4n/+53/w+XyMHDmSu+++m/HjxyNJErW1tdTV1ZGdnd3h+MA317yJFJLwS36unNd/I6oG/ZdOb2taflhfe+21XH311WzatIlrrrkm4o3T0T7d4U9/+hNXXXUV0wGdDQAASiZJREFU6enCcf7WW29ly5YtfPrpp21uf/fdd3PFFVcwfvx4QFyAXnvtNfLz8zs8j+EzNzhQVPGB6fV6m0XmAoqEHBJv90SHkU7vKkMyROehPWSnxF0S34PrYq6hgRnhJqodO3a06v4zaAc9KjdlCpxySp8upSP0Tta8xDzsqr3NbY4cOcJTTz0FiGvOzTffjNMpGhX0hoFoxNybb74JiKa8W265haeffprLwtMwlixZQlJSEkFfkOrN1TGLObfbzb/+9S9+/OMfU1tbS0ZGBo899hgTJkyIXAMTExPJzc3tUMgdLDmIu0JEBbOGZpHmNDwwT2S66jMXc8/6Nddcw7XXXovVam1XzMULn8/HunXrmDRpUuS55ORkhg0bxldffdVqe03T+PDDD0lISGDp0qWceuqpXHjhhWzevLnTcy1btmzA1fkZtMasimhcwB9oFplz4Y8YBqc4U/pkbYOBYVnDkCWZDCWD7SXb43vw9HQIp9AmB4MoikIwGGTLli3xPc9gpLAQVq4Uj/txVA7arpfbvn07t956KwsXLuSuu+7i97//PT6fj9zcXK6//vpm+48aNQqA/fv3R56rq6sjEAg0287j8fDBBx8AQhBee+21za4ldrudCy+8EEVSqNpUhcsbnZgLhUK8+OKLnHfeeTz88MNUVFTgdDp59NFHydJ9LWPgg28/AA28spdL51wa8/4Gg4uFCxdGajtjocsGRL1RQF5eXk4gEGhVY5CamkpRUVGb29fW1vKnP/2J3//+96xZs4YLLriAefPmdVpnZzA4sFpETVcwGGwm5mpCDcb0hziQkpyCTbWhorKnKM5jvSASUbLv3cvJ4UidkWqNghdfFDY8+flw2ml9vZoOaTqTdcOGDdx6661ce+21rFmzhoqKCj766CO2htPFd955Z6saV13MVVZWUllZybZt2/jud7/Lb37zm2bbffLJJ7jdbiwWS7s36pdccgmKrOCv8nN0Z8dm2PX19axfv54bbriBhx56CLfbjcPh4KqrruLll1/mpJNi7z5dt38dQZfwZT15/MlYTEY9r0HXGBD+DG0Jx7ae0wvcFy9eHLkQ3HDDDdx9990888wz/O53v+vZhRr0ObqY0wJaszRrVciNVbGKui+7s6+WN+CxWq2YLWbcPjfHyo/F/wSnnAIffwzbtzNjwQK2bt3Khg0b4n+ewURVFbzzjnh81VX90iRYJ6SF2Fe5D/chN69+8CpPHHki8tqkSZNYtGgR3377LWvXruX888/n1FNPbXWMYcOGRaK2Bw8e5P333ycYDPLJJ59QWFgYKal5K2ycfPbZZ0dStC3Jzc1l4vSJHPv8GIe/bmzq8fv97N+/nx07dkT+FRQURJoAJUni8ssv5yc/+QkOh6NrP4tQiDWb1yAh4TV7WXSKMe3BoOt0Kubq6+t5/vnnW3WyNjQ0tPk8ELcJEBkZGZhMplbjwSorKyMdTU1JSUlBkiSGDGnuKJ6Xl8fhwx133911112Yw5GchQsXGinXAYrDKj5YpZCEpqrokr9S8wFWY/pDHEhJSqGqrooGVwMhLRST6WunTJwovh48yIwbb+RpRN1cfX09dnvb9VUnPK++Cj4fpKTA+f3baHbv8b0cfPsg1ZuqMaeZUWWVmTNncvXVVzNnzhwkSWLp0qUdHkNVVYYNG8bBgwfZu3cvX3zxReS1N998k5/97GcUFBREymu+//3vd3i8hYsXsuLzFVTsruC5557jq6++anc2sCzLjB8/njvuuKNZyjYWiquK2XZ4G4XFhUg+CQ2NBdMXtNnQZ3DisGLFikjdflfmUncq5mpra7n22mtbPa9pWrvPxysFq6riD10PuYNwAD98+DDz5s1rtb3D4WDChAkUFxc3e76srIyhQ4d2eC7DZ25woM9ntUgW/KqMnmit1vwAhpiLA8OyhnHw6EFSSKGgqoBRqaPid/Bx48BkgkCASWFz50AgwObNm9uM0pzweL3wyivi8dKlze14+gmaprFz507efvttXnnnFaqLqpFlmVnTZ3H77bdHmtViYfTo0Rw8eJDXX3+dmpqayPPvvvsuN954I08++SQAw4cP71R0zZs3D1OiiUBtgL88+hckGq9fubm5nHzyyZF/Y8aM6dZNxfHK47y64lUkrfEcIWeImSNmdvmYBoODpkGk2tramH3mOhVziYmJ/OUvf4n6gJqmxXUEz89//nNuueUW7rzzTtLS0njssceYNGkSZ511FgCPPfYYa9as4aWXXgLgf/7nf/jlL3/JsWPHyM3N5aOPPqKoqKhHGzUM+g9JdjHaxyJZ8MihiJirCwkxJ5kkwzC4m+Rl5mGSTSSRxLbibfEVc2YzjB0LO3Zg3buXiRMnsnnzZtavX2+IubZ47z2orhYi7tL+UzwfCoU4evQoq1ev5u233+bgwYMAVNVXIZtlZi+ZzRP3P9HlaJReN6dnXEaPHs3hw4eprq7mV7/6FatWrQLguuuua/PvvaKiAofDgdVqJdGWSNrcNEpWlOBwOlh0ziJOP/10Jk6cSHJycpfW1x7/WfcfJE0iQACf2UdCYgJXn3Z1XM9hcGLSqZiz2WwxC6Ebb7yxywtqycUXX0xxcTFnn302VquV5ORk3nnnnciHQGFhIbt3745sf8MNN1BVVcU555xDamoqJpOJTz75hBEjRsRtTQb9F13MqajUKxp6rNWtidS/SR0QZaL9msTERKyqlYA3wN7je2FCnE9wyimwYwds28b06dMjYs6gBaEQ/Otf4vEFF0CchUdX2LRpE88//zwbN27E5WreHTphwgSqhlVxNOMo50w/p1tpRV3M6VxwwQVs376djz76KCLkzjvvPM4777xW+xYXF7Nt2zYSEhKYM2cOTrOTlOkpOEc7efb6ZxmZPrLL6+qI45XHaagUNjs5w3O44tQreuQ8BicmnV7ZOqs1a4umYe94cNNNN3HTTTe1+dqDDz7Y6rmf//zn/PznP4/pHMZs1sGB3WpHlmRCWgiX2nixaEBDxZj+EA8URcHutOPyuiirLIv/CU45Bf79b9i2jVk//CFPPfUUu3btora21iiFaMqqVY2ju37wg1Yv+3w+Nm3axJ49ezh27BjFxcXU1NRQW1tLIBBAURRkWUZRFBRFwWazYbfbsdvtOJ1OrFbRMNS0LlqSJFRVxWq1MmPGDKZNmwaIqTvLly9n48aNzdaQlpbGwoULueCCCxg9ejQXvHQBSp0S9UzW9mgp5s444wzGjBnDRx99BIj06q9+9as2o3KFhYWAsDNxu904rU4kScKcbMZH7LVK0fKfdf+JWJBcNOOiHjuPwcCmx2azmpu66EdJV/bpa4yaucGB2WxGkRVCwRAuU+MHeQAZFbDbjCL6eDAkfQilFaWYvCaqGqpIscXRu083vK2tZVJKCjabjYaGBr799lvOPvvs+J1noKPPzT7jDAjXBPt8PlauXMkHH3zAunXr8OiziXuAJ598kpNOOgmLxcL27Y2eg9OmTWPJkiWccsopZGdnRwRVrbeW43XHgc5nsnZGbm4uFosFr9fL+PHjycnJITs7m2nTpnHo0CH+3//7f23WtrlcrmbBhrKyMoYNG4ZJNhEIBXD7uj7SqyMOFh+MROXy8vOwmY0pNAZt09XZrEbOyWBQoSgKev1yUzGHrAKGmIsXJ+WexJa9W8hQMthSvIUFIxbE7+A5OZCaCpWVqLt3M2PGDFavXs3XX39tiDmdFqO7ysvLef7553nnnXeoq6uLbCbLMmPHjiUvL4+cnBxSU1NJTExEVVVCoRDBYDDyr6Ghgfr6etxuN263u83JG5qm4ff7qaioYNu2bezbty/y2ty5c7n++uuZOnVqm0veXS7KYRRZ6XAmazTIssyECRPYtGlTpH5akiSeeOIJgsEgJlPbl7Zjx5rb6ZSWljJ8+HAcZgc1npouj/RqSigUYt2BdRRVFuGqd1FdXU3IEzKicgY9iiHmDAYfChCA+vCcVg1QZOE/p1uXGHSPtNQ0bKoNzaex48iO+Io5SRIWJatWwZYtzJ07l9WrV/PNN9/Efx7sQCU8uss1YQL/9+GHvPnmmxE7A7PZzIIFCzjrrLOYNWsWCQkJPbKEffv28frrr+Pz+bjkkksi3p7toYu5USmjMCtdz97U1dWhKAq//vWv+frrr7m0SeOHJEntCrlgMBgxm8/IyKCsrIyamhq8Xi9Os5MaTw1uf/cic9uObOPjtR9j8rZeQ71Uz+zJs42onEGPYIi5MEbN3OBBCou4BpOomQtpQUyKqJVz2AwxFw/MZjMWm4V6Xz1F5a2nsXSbKVOEmNu8mTlXXQWIKEpBQQEjR/ZMgfqAoaAAPv+cr10u7t27l9KdOwEhUH74wx/yve99r1dKRk466SR+9atfRb39zjKxzgkZXe+YKSkpYevWrZjNZk477TSGDx8e075+vz/iFVddXY3f76e8vByHKj4XuhOZ+9dX/6LscBmm8GXVq3jBBGarmVNGnsL8k+ZjNg28EiSD3qXHauZOFIyaucGDHBZxXpMYbu1HwySrhIAEW89EKU5EMtMyqaqpIuAO4A144zuKaMoU8fXgQYYmJTFkyBCOHz/ON998c8KLudCzz/JYSQnPu93gdGK327nlllu46KKL+nW98q7yXQCMT4/dVw5EY51em+fz+fB4PFF5vpWWlnLkyJGI+XxmZiYWi4X09HSKioooKyvDaRYTIroq5jYe3kjp4VIUFEJqiFmTZ3HqGMNKxyB2ulozZ1hOGww69DSLTxYROp9qQu/HS7QZgj1ejM0bC0C6ks6O0h3xPfi4cZHZutK2bcyZMweAb775Jr7nGWB4Dh3iV//4B89XVkJaGrNmzeKVV15h6dKl/VrI1XprOVYr6tXGZ8Qu5hoaGti8eTOhUCjyXDTNHW63my1btkSEnM1mi9wMZGRkAMJzLkEVN3ldaYDw+D189O1HKChoqsaNF91oCDmDXscQcwaDDv2i5lNEZM6nquiG606rMZc1XmSnZ2MxWTBjZuuRrZ3vEAtmc+Nor82bmTt3LgAbNmzo0qibwYDL5eLGSy/ls9paUFWuveUWHn/88TZHG/Y39Ho5k2xidOromPYNBoNs2bIFn8+HqqqoqmhmikbM6SLObDYzbdo05s2bF5mlmpaWhizLhEIh0qV0gJhr5jRN45kvnsEesIMEZ80+C4tq2B8Z9D6GmAtz1113ReaiGQxsLGbxYRoIizmv1QJIyLIcuRAYdB+r1YrFKn7WR0qOxP8Eeqp182ZmzpyJLMt4vV42bdoU/3P1c+rr6/npj3/Mtl27kIFf/+hH3PKznw2YeZ56vdzo1NExNT9omsbu3bupq6tDkiQmT56M0yluyNrqtm1JdXU1IIRbWlpas+YZk8lEUpIwGU/SxNc1R9awpXhLVGs7UnOEe9+9F0+pEJXp2elMzJ8Y9fdmYNAWK1as4K677op5v4HxSdALLFu2zGh+GCTYLKJbLCiFxZxddLJqkjZgLn4DhdSUVADcdW6CoWB8Dz55svi6YwdOs5kpYXH35Zdfxvc8/ZyGhgZuvfVWtn35JbKm8cdx4/j+fff19bJiYleZqJeLtfnh2LFjHD8uvOnGjBlDSkoKVqv4e+4sMqdpGlVVVQDtjuVKSRH+iEPNQ1FkheN1x7nhnRu454t7OFLT9g2Kpmn8e8u/+eu7fyXZlYyCgtVuZcn8JTF9bwYGbbFw4UKWLVsW837Glc1g0KGLObfDAsOHUzxd1OhoktbRbgZdYOxQUTeXRlrkgh03TjlF2JT4/bBrF/Pnzwdg1apVzaYSDGZCoRC//vWv2bxxI3JVFfcOGcKZN98MYUEzUNCbH8alj4t6n0AgwN69ewHIyclhaNgYOVox19DQgNfrBRpFW0v0520hG89d+ByTsiYB8M6ed7jklUv45ce/5J0973C4+jBVDVUcrzvOrz/6NXu27WGIPARVUTlp+Elc/73rMav9t2bRYPBjdLMaDDoidXGyidCrr7B/9QtwtFr4zxnElWHZw0QXawDWH1rPxKw4ppkSE2HUKNi/HzZvZv5pp/Hoo49y7NgxDh8+HJMtxUDlkUceEbNGq6v5TWYmC3NyoImv2kCgxlMTmfwQS2SuvLycYDCILMuMGzcukiK12cTNWmdiTk+xms3mdrtek5KSInVzaVIayy9Yzn/2/odnNj9DYU0hnxV8xmcFn0W2t0k2zrGdQ5KcRJItiTNnncnQ3KFRf08GBj2FEZkLY9TMDR50+xEzZuq8dXh94u5c958ziB9WqxWLTdTNFRYVxv8Eet3cli2MGDGCIUOGACdGqvW1117jxRdfBE3jepuNC5KTYckS6CET4J5Cj8qpisqolFGdbN1ISUkJAOnp6c2MgJtG5jRNIxAIsH379sj2Ok1TrO0ZTSuKEqmbq6ysRJZkFo9dzGtLX+OBsx/gzBFnkmZPI1VOZbZlNhc5LiJFSWFI0hC+d/r3DCFnEHe6WjNnRObCGD5zg4cke1LkcU19DT6/6H6UFePepSfIysiitq4Wv8uPL+jrlrt/K6ZMgddeg02bkDSN0047jZdffpnVq1dzVdhMeDCydetWHnzwQQDOGT6cnxw6JDp8f/CDvl1YF9heKrzhTko9CVWJrgEpEAhQXl4OQFZWVrPXdDEXCoXw+XyUlJRE/OLS09PFSD8aI3PtpVh1UlJSqKqqiog/AFmSOX3o6YxRx3A04SiV1ZVoaEhIWMwWpk2d1ulxDQy6guEzZ2AQJtmRHHlc464hEAgAtDvmx6B7TBwmUqtpchqbj2+O78GnTRNf6+pg375I3dymTZuazSAdTFRXV/OrX/2KYDDImNGj+X1DA7IkweLFkJ7e18uLmY1FGwGYkj0l6n0qKioIhULIskx6i+/Z2qRe0OPxUFNTAwgBWFpaCoDX66W+vh5ov/lBRxdldXV1BAIBampq2LFjB6tWrWLXrl3U1dWhKippyWmccvIpnH7a6YaQM+h3GGLOYNBht9gjaZVaTy3BgOiyNGxJeoacjBwsqgUZmS2HorN1iJrMTMjPF4/Xr2f69OnYbDZCodCgNBAOhUL89re/pbS0FKfTyQNnnYWltBRMJrjuur5eXswEQgG2lggPwmk506LeT0+ZpqWltboJUxQl4iXZ0NAQEXNApPNVj7KZTKZOZ9PqdXOaprFhwwbWrl3L8ePHCQaDKIpCbm4us2fPZs6cOQwdOtT4HDHolxhiLoxRMzd4kCSJoCQEnLvBjRYUnY+6/5xBfDGZTFgdIlpSVNoDc1pnzBBf16/HbDYze/ZsAFavXh3/c/UxL7zwAl9//TUAv//1r8l75x3xwoUXwgAwB27J7vLdeAKiUaGzyJzf76esrIyKiop2U6w6enSurq6umd9cZWUl9fX1HDkibEWSkpLarZfTaVo3V1tbC0BiYiITJkzg9NNPZ8KECUYJjkGvYdTMdROjZm5wEZJCyMi4vW60kCHmepq87DxqqmuQGiTq/fXY1c5nZkbNjBnwxhuwcSMEg5x++umsXLmS1atXEwgEBk36fO/evfztb38D4PLLL+eMujooKhqwUTloTLGOTBlJsjW53e2CwSDr16/H5WqcjSrLcmTkVktsNhu1tbWRCJ5uCO71etm4cWNE4A0bNiyqdWZkZFBVVYXdbuekk04iIyOjUxFoYNATGDVzBgZNCduQeLwepFDY0sBs68MFDW4mD5+MJEkkyUl8e/jb+B58+nTx1e2GPXs47bTTkGWZuro6NmzYEN9z9RFer5df//rXBAIBRo4cya033ghPPy1evOiiARmVA9hUJKZ1dJZi3bt3b0TI6cbeeXl57Qp1PTKni7aEhIRIp7P+3KhRo0hLS4tqnfn5+cydO5e5c+eSmZlpCDmDAYch5gwGJboNicfnQdbE29xujWO0yKAZaSlpkTqmrQfjPKc1LQ1GjBCP168nJSUlMg3i888/j++5+ojHHnuMgoICVFXl/vvvx7xiBRQXD+ioXEgLsalYiLmp2VPb3a60tJSjR48CYsrDWWedxVlnncXYsWPb3cfawjQ5KSmJnJycyP/T09MZob9nokCSJJxOpzEhxmDAYrxzwxg1c4ML3Z7A5/OhaOJxxEzYIO5IkkRyajIAVRVV8Z/Q0KRuDuDMM88EYOXKlYRCofieq5dZv349//73vwG4+eabOWn4cHjqKfHiRRdBO3Vj/Z39lftx+US0bWpO22KuoaGBnTvF3Nb09HTyw80unYkq3ThYJzExEYfDwciRI8nMzGTixIlGdM1gQGLMZu0mxmzWwYVJFekZr8cbec4Qcz3LKSNOAcTQ8j1le+J7cD3VunkzBAIsWLAAEFMCduzYEd9z9SL19fXcc889AEydOpUf/OAH8M47UFICqjpgo3IAm4s3A5CbmEumI7PV66FQiO3bt+P3+zGbzZx88slRC7C2InMgUquTJ082Ok4NBizGbFYDgyboH+aarzFClGg3Glx6krFDx2IymVBQ+HZfD9XN1dfDzp1kZ2czfryYuTuQU62PPPIIx48fx2q18vvf/x45EGheKzdAo3LQ2PwwLbvtermCgoKIse/EiRMjafpoaCrmVFVtFakzMDjRMMScwaBE71yVg41v8WR7ch+t5sRAURSsCeIie6z4WHwPnpICJ50kHq9dC8AZZ5wBCDEX97RuL7BmzRreeOMNAG677Tby8vLgrbcao3LXXtun6+sO/qCfb48JQd9W80NVVRUFBQUADB8+POpGBR2TyRQppUhMTDRSqgYnPIaYC2PUzA0ubBZxp65f5P3442uXYdAmo/NGA6B6VSrrK+N78DlzxNewD5su5o4cOcK+ffvie64epq6ujvvuuw+AWbNmcckll4io4/LlYoNLLhnQUbkNRRuo89YhSzKnDTut2WuhUIidO3eiaRpJSUmMGhX9vFYdSZIi0TjDUspgMGHUzHUTo2ZucGG3NBduISlk3L33AjNOmoEsyViw8NW+r+J78Llzxddt28DlYsSIEYwcORKAjz/+OL7n6mH+9Kc/UVpaisPh4He/+514b770ElRWgt0O11/f10vsFp8VfAbA9JzprfzlCgsLqa+vR5IkTj755C53kI4YMYLU1FRyc3O7u1wDg36DUTNnYNAEh9XR7P8haWB3PA4U7FY7ik2kv/YW7o3vwadMEcPmQ6FIV6t+A/bRRx8NmFTrF198wX/+8x8A7rjjDrKzs6G6Gp57Tmxw1VWQmtp3C+wmIS3EykMrAThjxBnNXvN4PBw8eBAQhr4Oh6Pl7lGTnZ0dGe9mYHCiY4g5g0FJgq3FPEalb9ZxIpKXkwdAsC5Iva8+fgc2mxsbIcJzWc8++2wAjh07xq5du+J3rh6isrIykl6dP38+ixcvFi88+6wwRU5Ohiuv7LP1xYPNxZupbBAp9jOGN4o5TdPYs2cPwWAQq9Uakw+cgYFBxxhiLoxRMze4SLQ1r6PRTYQNep75J88HCaxYWbVnVXwP3qJuLj8/P2Iu+9FHH8X3XHFG0zTuv/9+qqqqSEpK4je/+Y1Ir5aUwCuviI2uvx66Ea3qD+gp1klZk8hwNI7jOn78OKWlpYAwBx4sY9gMDOKJUTPXTYyaucFFsiO52f/1zjeDnifFmRJJte4qiHO0TK+bO3YMwlMD9L/bjz/+uF8bCL/33nt88cUXgLh5TE9PFy/84x/g84mRXUuW9OEKu4+maRExd+aIMyPPu1wudu/eDUBWVhaZma195wwMDAZ5zdzf/vY3pk6dyqmnnsp5553HkSNH2t327bff5rzzzuOcc85h5syZnH766XwTTskYnDgkWhLx4Yv834gC9C7D8sSAc82t4fa643fgESNAH74e/rv+7ne/C0BJSQnbt2+P37niSFFREQ8++CAA5557LmeddZZ44dAhePdd8fj/b+++46Oq0gaO/2bSAymkmIEQQhMICoQaE0oAaYqgKJa1gYvCq4i+Lq5YcJeiouKiiy9YURZ0VwSBBVRqABGkRCVBQSCEEkiAENInybTz/jHMwJAAKZOZJDzfz2c+mdy5955nbubeeXLuKRMmWG8l12P7s/dzttha+2ZL5kwmE6mpqVgsFvz9/enYsaN0RhLCyep8Mrd8+XJmzpzJhg0b2LFjB7fccgt33nnnFf8D/+CDDxg3bhzr169nz549xMfHc8cdd1zzP3a5zdqweHt4Y8Ro/11GhHetvh37ojQKT+XJ1gNbnbdjjebirdYdOwBo1qwZnTpZZ59Yu3at88pyEovFwrRp09Dr9dxwww288MILF1+cP9/aoaN1axg+3H1BOsmmo5sAaB/WnmYB1onvDx48SHFxMVqtlk6dOsk/VkJcRYO9zfrOO+/w8MMP229JPPPMM6SkpLBp06YK13/99dcZNWqU/fe+ffuSk5NDfn7+VcuR26wNi0ajcejBWpXR5UXNBfkHofG31r6kHU9z7s5797b+3L3bensSa20XWC+ERqPxSlu6xVdffcXPP/8MwLRp0wgIuNA5JyUFkqy3JJk4Eer5JO9KKTYfs87GMbCltVYuMzOTzMxMwNpOTsaEE+LqGuRtVoPBwJ49e+jcubN9WXBwMNHR0WzfXvEYVt27d7ePW1RYWMiCBQsYO3YsTZo0cUnMou5Q2otDVfh4+bgxkutTmxbWwWAtegt5xXnO2/Ett4CHB5SW2ocoGTJkCB4eHuTn5/PThc4RdcGRI0f4v//7PwDuv/9+evXqZX3BYoF//MP6PDYW+vVzT4BOlHY+jYx8axOYga0Glmsn17x5c3eGJ0SDVqeTuXPnzmEymQi5bMylkJAQsrKyrrrt/fffT7NmzfDy8mLu3Lm1Gaaoo7QeFz/ethkhhOskxiRi0pjQKi2bUiuuSa+Wxo0vDlHyg7W3bHBwML0v1NitWbPGeWXVQFlZGS+99BIGg4EWLVowadKkiy9+/z3s32+9bTx5svVnPWerlWvVpBWRjSJJSUnBbDbj5+dHTEyMtJMTohbVi8YLFV0ErnVhWLJkCUajkSlTptCzZ0+Sk5Np3LjxFdd/+eWX7bfihg4dKrdcGwCtpxZbH4jLZ4QQta+xb2N8gn0w55o5efIkSinnfaH36WO9zbptG0yZAhoNt99+Oz/88APbtm2joKDA7bf03nvvPdLT0/Hy8mLWrFkXJ4fX6+FCbR0jRkBMjPuCdCJbe7kBLQawd+9e9Ho9Hh4edO7cWdqsCnEN69ats7fbNxgM11i7vDpdMxceHo6npyfnzzvO8Xj+/HnrqOnX4OXlxZtvvsmRI0f42jaO0xW88cYbzJkzhzlz5kgi10B4eV78Arl8RgjhGrd0tHZW0Bg1/HbCiT1Nbbclz5yBC/Oy9uvXj8aNG2M0Gtm4caPzyqqGLVu2sHTpUgAmTZpkHwsPgH/9C7Kzwc8PnnrKTRE614n8Exw5fwSADpYO5Ofno9Fo6NSpk9uTaiHqg6FDh9pzkAbXZs7Ly4uePXuSmppqX5afn8/x48ftt1QuN2vWrHL78Pb2pqioqFZjFXWPl/fFZK7cjBDCJbq16Ibe0zoLxK79u5y34+bNoWVL6/MffwSsnVxsw5TYpstyh7NnzzJjxgwAEhISeOCBBy6+mJUFixdbnz/2GNjGmqvnNqVba+USAhMwF5kBiImJITw8/GqbCSGcpE4ncwDPP/88X3zxBTk5OQC8//77dO7c2T5O0/vvv8+f/vQn+/ozZ850GGvq008/xWw226f9EdePSzs9XD4jhHANjUZDi6gWAJTml1Jc4sQx52y1cz9cnGVi+IXhPVJSUjh+/Ljzyqoki8XC1KlTKSgoICQkhGnTpjlOJP/++9YeuE2b1vtpuy61IX0DAZoAevlaO3hERUURGRnp5qiEuH7U+WTu7rvvZurUqQwePJiEhAR27NjBqlWr7BfIEydO2HtMgbVmbvz48fTv35+EhAQWL17Mt99+S8w12qXIOHMNj6+PtY1SmSojwEdq5txlaOehlFKKxWJhc8pm5+24Tx/rz99/hwv/7MXGxtKihTV5/O9//+u8sipp4cKF/PLLLwDMmDHDsfNWairYphx75hnwaRg9rI/mHuVQziESfBMI8gnCz8+Ptm3bujssIeql6o4zp1FKqWuv1nAVFBQQFBREfn6+tO1oYJb+vpSk5CTOmc+x8OGFNPKWdnPu8s6ad/Au8MbLy4snRj3hnIFjzWYYOhTy8uDFF+1TYS1atIi5c+fSpEkTvvvuO5c1vk9NTeXxxx/HYrHwyCOP8Oyzz1580WKBsWOtPVhjY+GTTxpED1aAD5M/ZNu+bfT170ubkDb06NFDhoISogaqk5fU+Zo5Iaor0CeQPWV7OGY+hp+XDE3iToO6DsKIEaPRyM79Tppez8MDBgywPr9kEPE77rgDDw8PcnNz2bZtm3PKuobCwkJeeeUVLBYLMTExPHV5x4ZvvmlwQ5GAdaDgTUc2EesdS6BvIM2bN5dETgg3kGRONFjhjayNr0P9QtFq5KPuTrGRsRT5WDshHUg7gNlsds6ObXOc/vwz5OYC1nEoExMTAVixYoVzyrkKpRSzZs0iKysLf39/Xn/9dcfawJwcmDfP+nz06AYzFAnAgXMHaFLSBB+ND038m8jtVSHcRL7hLpA2cw1PrC6WZ+OeZcaAGe4ORQC9O/XGjJmS0hL2H93vnJ326AGBgdbbmFu22BfbpvTbuXPnNQcYr6k1a9aw/kJbuClTptjb7Nm99x4UFUFISIMZigTAoiysP7ieGO8YfD196diuo4wnJ0QNNdi5WV1F5mZteLQaLY90eYRekb3cHYoABt44kGxtNgA/7/8Zi8VyjS0qwdMT+ve3Pr/kVmtcXBw6nQ6lFKtWrap5OVdw8uRJZs+eDcCwYcO4/fbbHVdITrbO9gDw3HMQUP874mxP286rX73KS1+8RMGxAjzwIKBRgEzXJYQTNMi5WYUQDYdWo6VL+y5YsFBYXMiBIwecs2PbrdbduyE/31qWVsudd94JWHu1OiVxvIzZbObVV19Fr9fTtGlTXnzxRccZLoxGePNN6/MePWDYMKfH4Gpb929l1+5dhFvCifSIJFgbjFajpdvN3fDw8HB3eEJctySZE0K4zF2d7iKDDJRSJO9Pxmg01nynPXta52u1WGDrVvvikSNHotVqOXv2LD/99FPNy7nMggUL2LdvH1qtlhkzZpSfLnDxYjh2zFp7+OKL9b7TQ9LeJFJSUvDEE+Wp6NS+E91jujP0lqG0a9HO3eEJcV2TZO4CaTMnRO3z8fQh7uY4DBjI1+eT8kdKzXfq7Q0XOjywdq19cUREBPHx8QCsXLmy5uVcIjU1lU8//RSAsWPH0rVrV8cVMjPhwus8+ujF2SrqIaUUa3as4fcDv4OCEs8SHhj6AAO6D6B3197c2OpG5825K8R1TtrM1ZC0mRPCNUbdNIoMbQYo+C3tN0pKSmq+U1tbtT17rPOeXnDXXXcB8MMPP9hnkakpvV7Pq6++isVioWPHjowfP95xBaWst1cNBmjWDP78Z6eU6w4mk4llSctIP5aOUoo8rzzGDR9HRFCEu0MTokGSNnNCiHrBy8OLW7vcSpEqoqCkgF17d1Hjsct79oTQUGsidUkNe9++fQkJCcFsNrNmzZoaRm41e/ZsTp06ha+vL6+99lr5AZDXroUdO6zPp0wBX1+nlOtqpaWlLNmwhKwz1t7AuX65PDfyOcIaNYz5ZIVoSCSZE0K43PD2wznhdQKAtFNpNR8+RKu1zgYB8N139sWenp6MGDECsN5qrWnSuGXLFlavXg3A5MmTyw9DkpsL77xjfT50KPTuXaPy3CW/IJ8l65eQk5uDBQv5gfm8OOJFmRZPiDpKkrkLpM2cEK7jofVgXO9xpJvS0Rv0/JTyEwaDoWY7td1qPXQI0tPti223WjMyMvj555+rvfuCggJmzZoFQL9+/ez7dTBnjrVHbVAQPP98tctypyMnjrBswzLyi/IxYMBwg4GXb38ZH8+GMZesEHWZtJmrIWkzJ4Rr9YzsSWCzQEpVKafzT5PyW0rNas7at4dWrazPbWO7AVFRUfTo0QOoWUeId999l5ycHBo3bsxLL71UvtH/jh0Xy508GerZtFYmk4ltydvY8NMGisuKKbAU4N/Cn7/e+lc8tDLsiBCuIG3mhBD1zjMJz5BqTsVsMXPg+AEyMjKqvzONBm67zfr822+tQ5VcYKtFS0pKoqCgoMq73rFjh/326l/+8hfCw8MdV9Dr4fXXrc/j4y/GUU/knM9h+Ybl7D28F4PZQIYlg249uvFUn6ekp6oQ9YAkc0IItwnzD2Nk95EcMh4irySPn/f9TP6FgX+rZfhwa/u5s2fhkrHlBg4cSGBgIAaDgW+//bZKuzQYDLx5YfDfuLg4exs8B/PmwZkz4OcHL79cb8aUM5vNJKcmszJpJadzT2NQBtI80nhi2BPc3uH2a+9ACFEnSDJ3gbSZE8I9RnccjTZMy3nLeTILM0n+NZmysrLq7SwiwlozBrBihX2xt7c3w4cPv7B4RZVu5y5atIjMzEy8vb15+eWXy9dUpabC119bn0+cCE2bVi92F8vNzWXVplXs3L+TYkMxZ8xnMDcz89bdb9EuTAYBFsIdqttmTqNqPCZA/VZQUEBQUBD5+fkEBga6Oxwhrks5+hzGfTOOvh59CfYOpmPzjvTs0bP8sB+VsXWrtc2aVmvt2RpmHUojPT2d++67D4DPPvuMzp07X3NXmZmZjB49GoPBwBNPPMGECRMcVzAY4KGH4OhRuPlm+Owza7l1WElJCXv37+WPY39QWFaIGTOHOMRDvR+iT3Qfd4cnxHWvOnlJ3b7qCCGuC6H+oUzuN5nNJZspNBRyJOsIKSkp1ZtTtU8fawJnscCqVfbFrVu3tidwle0I8d5772EwGGjWrBljx44tv8Lnn1sTOU9P+Nvf6nQiZzKZ+OPQH6zYsILkQ8kUlhVy1nyWnJAcZt09SxI5IeqxunvlEUJcV/pG92V45+H8WPoj50vOcyTzCKmpqZjN5qrtyMMDRo60Pl+5ssKOEOvXr6e4uPiqu0lNTSUpKQmwdnrw8blsaI4jR6zJHFhneWjdumpxuojZbCYjI4M1m9aw+dfNnCs6R6GlkH2affRP6M/MoTMJ9g12d5hCiBqQZO4CaTMnhPtN6DGBti3asqdsD6cLT3P01FH27t2LyWSq2o5sY8BlZsLOnfbFgwcPxt/fn9LS0mue7x9++CEAsbGxJNrmfrWxWGDmTDCZrMOhVFRr52Ymk4njx4/z3abvWLtzLSdyTqA360k1phLWPoz3732fQW0GSW9VIeoQaTNXTdJmToi6pdRUyvjV4zHnmbnF9xaaBzanWVgzunTpgm9VpsZ69lnYvh169YL58+2L33jjDZYvX05MTAyLFy+ucNO9e/fy+OOPA/DBBx/Qs2dPxxUWLYK5c629VhcsgEq0v3OV0tJSjp84zv4j+zlXdI4SYwlmzKQZ0wjSBfF0wtM0C2jm7jCFEFcgbeaEEPWer6cvc2+biwpUbCvZRkZBBpnnMtm1axd5eXmV39HDD1t/7t5tnRXiglGjRgFw4MABDh48WOGmH3/8MQDdunWzDzhsl54OH3xgff7QQ3UikVNKkZeXR+q+VNZsXMPmvZvJyM2gwFjAfuN+MoIymDBsAm8MfUMSOSEaIEnmhBB1TrBvMPOHz8czyJP1+vWk5adxJv8MycnJpKenV65jRI8e0O7CEBtffmlfHBMTQ/v27QEqHHPu119/Zffu3QBMmDDB8Tak2QzTpoHRCNHR8OST1X6PzlBUVERaWhpJPySxdutaftz/I5kFmeQac0kuS+ZM6BkmDpvInOFz6Bzh/qRTCFE7JJm7QNrMCVG32BK6sNAwvi3+lv0F+8kqzCItLY3k5GSKioquvgON5mLt3Lp1kJ1tf8k2dd/mzZvLjTm3dOlSwFor1717d8d9LloE+/dbe61OmwaXd4qoZUopCgoKSE9PZ9uObXy/+Xu27t3K76d+52zxWU4bT7PDsANjpJHpd03n7aFv0ymik0tjFEJUn7SZqyZpMydE3WYwG5ixdQbr09YT6x1Ld//uRAZG4uvpS1RUFK1bt8bLy6vijU0ma8/Ws2fh0UfhmWcAyMjIsN9u/eKLL+jQoQNgrekaMmQIBoOB119/3XG+5rQ0a3JoMjnsq7YZjUby8vLIzs7mbPZZcgpzKCgroMhQhFKKfEs+R01HyffMJ/HGRO6/6X4iGke4JDYhhPNVJy+pxoicQgjhOt4e3swcMJO2IW2Zv2c+GQUZ9Db25saAG7GcsJCVlUV0dDRRUVHlBxn29IQ//Qn++U9YsgQefBDCwoiKiqJt27akpaWxefNmezK3adMmDAYD/v7+jj1YTSZrTZyt9+r//E+tvd+ysjLy8vLIy8sjNzeXnLwcigxFFBmK0Bv11vZxljxOmk5ymtPEtojl8RsfJy4yDg+tR63FJYSouySZE0LUeRqNhrGxY+nRrAdTk6by34L/0sHQgVsa3ULzxs1JS0vj+PHjNG/enMjISPz8/C5ufO+98O9/W2+zfvIJvPQSYJ2v1ZbMPXmh7ZutDd2gQYMce85+/jn88cfF26ve3jV+T0opDAYDRUVFFBQU2B+F+kJKjCXojXqKDcUYzAbMmDljPsNJ00nOqDN0jerKA20foHdUb3w8XXurVwhR98ht1gvVmRMnTmTEiBGOt1WEEHWO3qjnw+QP+eq3r/BUnnT07khcQBw6fx2+nr5oNBrCwsJo3rw5oaGh1g4My5fDG29Yk7Fly6BFCw4dOsSDDz4IwLJly/D29mbkhcGGP/roo4vt5X75xVoTZ7HAY49Z51+tJFvCVlJSgl6vL/cwmUyUmkopNZVSYrImcEazESNGss3ZnDGf4az5LBpfDQktEkiISqBXZC/8vfydflyFEO63bt06Vq9ezbx586p0m1WSOWkzJ0S9dDjnMG9vf5tfT/+Kj8aHG71uJC4gjqa+TWnk3QgAPz8/dDodEeHhNH7sMTQnTsCgQfDmmyiluOuuuzh16hRjxozBbDbzxRdfoNPpWLVqFVqtFnJzrbdms7Phppvg00/hsvZ5SimMRmOFyVpJSYl9wGOTxUSZqYwycxllpjJrEmcuxaIsnLec57z5POcs5zhvPo/Jy0TniM50a9qNhKgE2jRpI4P7CnGdqE5eUi+Sufnz5/PJJ5/g5+dHcHAwH330EVFRUU5ZX5I5IeovpRQ7T+7kg+QP2J+9H4DmHs3pGdCT1j6tCfINwktrTb4aFRcTsXo1EceO0XjqVBgwgH/+85/lBg7+85//zFNPPWUdhuS552DHDmjcGMOiRegDAykpKaG4uNierNlq2GwuT9rKzNZHgbmAQkshBZaLPwtUAUWWIiKDIokJiyFWF0tXXVfahLRBq5HBBoS4HjXIZG758uVMnDiRffv2ERYWxowZM1i5ciXJycnW/5xruL4kc0LUf0opdp/azRepX/DTyZ8ACNAE0NqrNd0CuhHhE0GAdwDajJNQXIx/cTE3DBqEJTCQxx57DIPBAMANN9zAggUL8PPxoeizzyhKT6coOJjinj0xNG7sUJ7BbMBgNlBmLrP/zDPlkWvKvZisWQooVIUUWgqxYMHLw4vooGhaN2lN+9D2xITH0CGsA4E+cu0RQlg1yGQuISGB3r17M3v2bADy8vIIDQ1l7dq1DB48uMbrS5s5URetW7dOPovVdCzvGGsOreHbw9+SXWwdWy5YG8yN3jfS3a8zkWeMeJgVGl9fNK1aEXbDDfj6+uLr60tZWRmnT5/GcPw45pwcPDw8MIU0oTjI72INm6mAs4azF5M1SyEFqsCesAF4eXjRMrglrYJb0aZJG1o1sf5sHti8Xvc4bYify/r2nupivO6OydXl12Z51W0zV6d7sxoMBvbs2WPvaQYQHBxMdHQ027dvL5ecVXX9S73xxhtSMyfqDHdfHOuzlsEtebrX0zzV8yl2ndzFmkNr2HxsM3tK97CndA+d8315bF8QJR27YzQZOFNchLZxAAAWfTHm05mg16M5d5YT/sX8FFBKXnY+eZY8Ci2FmDHbywrwCaBlSEtig2JpGdzS/qjvSduVNMTPZX17T3UxXnfH1JCSuaFDhxIfH8+8efOqtF2dTubOnTuHyWQiJCTEYXlISAhZWVk1Xl/UHe6+GAjXcOXfWavREh8VT3xUPHqjnu0ntrMxfSPbPbezIvMgYxZto6TtzRR06UVZQGM0FgvehYUEpB2g8cHfWBZZzHej24FRQ4hfCDGhMbRq0sohaWvi28SlHROut/Okvr/fuh5/XYnPXXG4stzaLqtOJ3M2FV0sr3YBrcr6trvMBQUF1YxOOMPq1auJj493dxh1hsFgaJCfSXf+nePC44gLj6O0eym7eu1ida/VdFy4ig5f7XVYL615IzY83odtmXnM7PsC7ULaEeYXVv4aYoRCY6Hr3gDuP09c/bl0xfutzfdUG/E7M15nxVfTmGoaR3XLr2651SmvKmXZ9l2lVnCqDjMYDMrT01MtXrzYYXmrVq3U3//+9xqvr5RSGRkZCpCHPOQhD3nIQx7yqDOPjIyMSudLdbpmzsvLi549e5Kammpflp+fz/Hjx+ndu3eN1wdo1qwZGRkZBAQEyDhOQgghhHArpRSFhYU0a9as0tvU+d6sy5cv5+mnn2bfvn2Ehoby2muv8c033/Dzzz+j1Wp5//332bFjB//5z38qtb4QQgghRENSp2vmAO6++25Onz7N4MGD8fX1JTg4+OLo7MCJEyf4448/Kr2+EEIIIUSDUukbsvXYvHnzVGxsrIqPj1e33XabOnHiRIXr5efnq2nTpqnevXurfv36qS5duqjZs2cri8Xi4ojF9aCyn8tL6fV61bJlSzVmzJjaD7CBq+rxX7x4sUpISFB9+/ZVN998s5owYYKLInWdqhyTX3/9Vd16660qPj5e9erVS40ePVqdPHnShdHWXHZ2trr//vtVy5Yt3R2KXWVjcuX3VXWOkzOvVVUtv6bnalXKc+Z5YLFY1Geffab69eunBgwYoGJjY9WECRNUbm7uNbdt8MncN998o3Q6ncrOzlZKKTV9+nTVtWtXZTaby627evVqFRsbq4qKipRSSqWnp6ugoCD1/vvvuzRm0fBV5XN5qalTp6qgoCBJ5mqoqsf/X//6l0pISFB5eXlKKevFfsiQIS6L1xWqckwsFotq3ry5+utf/2r//d5771W33nqrS2OuiX379qnExET11FNPqejoaHeHo5SqWkyu+r6q7nFy1rWqquXX9FytSnnOPg8KCwtVo0aN1MGDB5VSShUXF6u4uDh1zz33XHPbBp/MxcfHq+eff97+e25urtJqtWr9+vXl1k1JSVGrVq1yWHb33XerYcOG1Xqc4vpSlc+lTVpamurdu7d65JFHJJmroaocf5PJpJo2barWrVvnyhBdrirHJDs7WwHqu+++sy+bN2+eatSokUtidYasrCxVWlqqPv/88zqTzFUlJld9X1XnODnzWlWV8p1xrlalPGefB6WlpWr27NkOy+bOnav8/PyuWePaoBuS2WaE6Ny5s33ZpTNCXK5z586MGDHCYZleryciIqLWYxXXj6p+Lm3+93//l3/84x/S/rOGqnr8U1JSyMrKIicnh6FDh5KQkMATTzxBdna2K8OuVVU9JmFhYfTr149ly5ZhNpspLS1l5cqV9O3b15Vh14hOp8PHx8fdYTioSkyu+r6qznFy5rWqKuU741ytSnnOPg98fHx4/vnnHZbp9XpuuOGGa4620aC/FWo6I0R2djbbt2/nueeeq60QxXWoOp/LlStXEhERQVxcnCtCbNCqevyPHDkCwHvvvceSJUvYtm0bRqORwYMHY7FYXBJzbavuZ/L48eNERUURHR1N48aNWbJkiSvCFRWoK99X7rxWueNcrc3zQCnFsmXLeOGFF665boNO5myqOoMEWA/i+PHjmTlzJl26dKmt0MR1rLKfy5KSEmbMmMGsWbNcEdZ1o7LHv6ysDIAnn3yS4OBgPDw8mDp1KikpKfz444+1HqcrVfaYGI1GBg0aRJs2bcjIyCAzM5Pw8HAmTpzoijDFZerK95W7r1WuPldr+zx47733aNGihcN881dS54cmqYnw8HA8PT05f/68w/Lz58+j0+muuu2kSZPo2rUrzz77bG2GKK5DVf1cvvHGG4wbN47w8HBXhdigVfX422qrLh3AMyoqCoDjx4/XYqSuU9VjsmnTJn755RdWrlyJh4cHAFOnTqVFixaMHz++Xt1ubQjqyveVu69Vrj5Xa/M8+Oqrr0hKSmLp0qWVmtCgQSdz1ZkRAqwnRlhYGH/7298A2LdvH506dar1eMX1oaqfyy1btqDRaFi6dCmAfVzF/v37M27cOB555BHXBN5AVPX49+jRA61Wy+nTp+3LbG1wbF8U9V1Vj4nRaATA29vbvsz2/PKEUNSuuvR95e5rlavP1do6D5YsWcLixYtZvnw5Pj4+HD58mBYtWly9LV+1ulzUI998841q2rSpOnfunFJKqZkzZ6rY2FhlNptVbm6uSkhIUFu2bLGv//TTT6tnnnlGFRYW2h/9+vVzV/iigarq5/JSY8aMkd6sNVTV4//www+rvn37qrKyMqWUUi+++KLq1KmTMhqNbom/NlTlmGRnZ6uQkBA1c+ZM+/YzZ85UQUFB6syZM26Jv7rqUm9Wm4picvf3VWVjupQzr1WVLd9Z52plyquN8+Crr75S/fr1U2fPnrX/TR966CF19OjRq27X4JM5paxdhbt27VpuIMzMzEwVEhKili1bppRSaunSpRVOdlvXTnTRMFT2c2lz+PBhlZiYqCIiIlRERIRKTExUhw8fdkfoDUJVjn9RUZF6/PHHVceOHVXfvn3VPffcU6VJsOuLqhyTXbt2qYEDB6r4+Hh1yy23qP79+6sdO3a4K/Qq0+v1KjExUbVv3175+PioxMREt48perWY3PV9VZWYbJx5rapq+TU9V6tanjPPg6ysLOXh4VHh3/VayVydn5tVCCGEEEJc2XXRm1UIIYQQoqGSZE4IIYQQoh6TZE4IIYQQoh6TZE4IIYQQoh6TZE4IIYQQoh6TZE4IIYQQoh6TZE4IIYQQoh6TZE4IIRo4i8VCcXGx28ovLCx0W9lCXA8kmRNCVKhz5874+/uj0WgIDQ1l0KBBDq+vX78ejUbDJ5984rD8rbfeQqfTodVq0el0/PLLL64M22748OGEhISg0WhYuHChW2KoDmfHfezYMeLi4jh48GDNg6um4cOH8+9//9tt5QvR0EkyJ4SoUGpqKq+++ioAc+fOZePGjQ6vJyUlAbBp0yaH5VOmTGHjxo306tWL06dP061bN9cEfJlvv/2W5cuXu6Xsypg2bRoajYZjx445LHdm3FlZWfTt25dHH33UbX8HgE8//ZS//OUvfPnll26LQYiGTJI5IcQVDRw4ELiYuF1q06ZNBAYGkpSUxOWzAiYlJdm3Fe7z1FNPER0dzaRJk9waR7t27Zg2bRpPPvkkWVlZbo1FiIZIkjkhxBX16NGDoKCgcrVveXl5ZGVl8ac//Yns7Gz27dvn8HpSUhK33nqrK0MVl/ntt99YuXIlkydPdncoAPz5z3/G09OTf/7zn+4ORYgGR5I5IcQVeXh40K9fP44fP056erp9+ZYtW0hMTLTXvl2a7FksFnbt2kXv3r0B2Lp1Kw888ACtWrUiLCyMqKgonn32WYqKiuzbDBs2DB8fHzQaDTqdzt4O75dffkGn0+Hp6UlYWBi7d+8GoLS0lFdffZXWrVsTEhJCZGQkEyZMIDs7u1Lvy2KxMGfOHGJiYggJCSEiIoIHH3zQ4T2+/vrr6HQ6NBoNY8eOZenSpXTt2pXAwEDi4uJITk4ut9/s7GwefvhhmjRpQrNmzRg8eDC//fYbGo0GPz8/dDodaWlpdO7cmXfeeQeAnj17otPp0Ol0nD9/vlyc06ZNo23btjRp0oRRo0Zx9uzZSr3HJUuWAJSrIW3fvj2NGzd2uMWbkZGBTqfD29ubli1b2tddtGgROp0ODw8P+vfvz9atW4mLiyMwMJBevXrZ/x5z5syhbdu2hIWF8dhjj1XY2cLb25s+ffrw1VdfVSp+IUQVKCGEuIp3331XAeqTTz6xL3v66afVp59+qs6ePas0Go0aPny4/bU9e/ao/v3723+/5557VP/+/VV2drZSSqlff/1VRUVFqXvvvdehnClTpihA/frrrw7Lz549q0JDQ5Ver1dKKWU2m9WQIUNUZGSkSk5OVkoplZaWpjp16qTatWunCgsL7dtu3rxZAerzzz932Oe4ceNUQECA2rBhg1JKqdOnT6sBAwao8PBwdfLkSYd1ARUTE6NeeuklVVZWpnJzc1WvXr1UWFiYKikpsa9XVlamunTpoqKiotTvv/+ulFIqJSVFxcXFKUCNGTPGYb9///vfFaCOHj1a7pjb4u7SpYtaunSpslgs6sCBAyo0NFTdcccd5davSP/+/ZVOp6vwtSuVnZiYqKKjo8utHx0drVq1aqWefPJJpdfrVUFBgYqPj1fh4eHq448/VitXrlQWi0Xt2LFDeXh4qJdeeqnCcl944QUFqBMnTlTqPQghKkdq5oQQV1VR7dumTZsYOHAg4eHhdOrUiR9++AGTyQSUby/Xpk0bZs+eTVhYGACxsbG88sorLF26lMOHD9vXGzt2LAD/+te/HMr/8ssvGTVqFH5+fvbf169fz8yZM+nevbu9jDlz5nDo0CE+/PDDq76fbdu2sWDBAp577jl7D92IiAg+/vhjsrOzmTVrVrltzp8/z4wZM/D29iY4OJjx48dz7tw5fvrpJ/s6CxYsICUlhSlTptCxY0fA2iO4Ju3VWrduzejRo9FoNHTo0IHhw4ezdu1aDAbDNbc9fPgwERER1S77cqdOnWLmzJn4+fkREBDA+PHjyc7OZuPGjdx5551oNBri4+NJSEhg2bJlFe5Dp9MBcOjQIafFJYSQ26xCiGvo1KkTN9xwA5s3bwasPSTLyspo1aoVYE32CgsL7bfcLm8v99Zbb9GjRw+Hfd54440AHDhwwL6sQ4cO9OrViy+//BKj0WhfvnDhQsaMGWP//euvvwZgyJAhDvu0JXbr1q276vu50vZt27YlMDCwwu27deuGp6en/feoqCgAh8b8q1atAqy3jC/Vv3//q8ZzNbfccovD75GRkZhMJs6dO3fNbXNycmjUqFG1y75c27ZtCQ0NdYgFKPe3bd68OSdPnqxwH7Z4cnJynBaXEEKSOSHENWg0Gvr378+ZM2f47bffSEpKYsCAAfbXL625MxqNpKSk0KtXL/vrp06dYtKkSdx8881ERESg0+kYPXo0QLk2YmPHjiU7O5vvv/8egJSUFIqKiujTp499nbS0NMCavNnamul0OmJiYmjUqFG5fV7Otv1dd93lsL1Op0MpRW5ubrltbLWKNt7e3gAONWRHjx4FoGnTpg7r2mqjqqMy5V6JwWBwSEBr6vJYvLy8Klzu7e1NSUlJhfuwxVOZ+IUQlee8M10I0WANHDiQr7/+mqSkJPbu3eswgHBiYiIeHh5s2rSJAQMG0LVrV/uXdmFhIfHx8Wg0GpYvX063bt3QaDRs2bLFISG0eeCBB3juuedYuHAhI0eOLFcrB9iHQTly5Ei1ap5s22/ZsoWbbrqpUttotdf+v9e2X3XZMC01UZlyr8Tf39+hhrMyLBbLFV/TaDRVWl4RWxLn7+9fpbiEEFcnNXNCiGuy3TZNSkoq1yYuMDCQHj168NNPP7FmzRqHW6ybNm0iIyODiRMn0r1792t+8Tdp0oSRI0eyZs0aTp8+zX/+8x8effRRh3XatWsHWGv8Lnfw4EFSU1OvWsbVtj9x4oT9dnFVtW7dGoDTp087LL/8d1dp2rQpeXl5V13H1s7RprK9gavLFk+zZs1qtRwhrjeSzAkhrqlt27a0aNGCtWvX0qhRo3K3DgcOHIjBYGD+/PkOiZ6Pjw9QvvYmIyPjimWNGTMGo9HImDFj6NixI9HR0Q6v33fffQCsXLnSYblSivvvv7/cTBWXu9L2AJMmTeKLL7646vZXMmLECAD7LWKbLVu2VLi+rVbRllAtXry4wsGZq+umm26qMGG91KWvZ2dnc+TIEaeVX5GTJ0+i1WqJiYmp1XKEuN5IMieEqJQBAwZQVlZW4cwOtmVeXl506dLFvjwhIYGmTZsyb948/vjjD8Day/K11167YjnDhg1Dp9Oxfv16ew/XSz344IPcdtttvP3222zbtg0AvV7P5MmTKS0tZdy4cVd9H3369GHChAl8/vnnrFixAqUURqORf/zjH+zcuZPnn3/+mseiIuPGjaNTp0689dZb7N+/H7BOiXal5LBDhw4A7N+/n7KyMt58803y8/OrVXZFbr31VgoKCjh+/PgV15k3bx5lZWXo9Xpefvllmjdv7rTyK5KSkkLPnj0JCgqq1XKEuO64cVgUIUQ9smjRIgWo5cuXl3tNr9crHx8fdffdd5d7LSUlRQ0ZMkQFBwer1q1bqyFDhtjHrgsMDFRDhw4tt83kyZNVo0aNVFFRUYWxlJWVqenTp6s2bdqo8PBw1apVK/X444+rU6dO2de5/fbbVZMmTezldO3a1f6axWJRc+fOVTfddJMKDQ1V0dHR6r777lN//PGHfZ2PP/5YRUREKED5+vqqiIgIpZRSzzzzjMN+L43/zJkz6sEHH1RBQUEqMjJSjRgxQqWnpytAPfbYYw7vwWw2q3Hjxqnw8HAVGRmpnnjiCWU2m9XYsWMd9j9q1CillFI9evRQjRo1UoAKCwtT06dPr/DY2Jw7d075+fmpd999t9xrtnHmunTpogIDA9VNN92kNmzYoBITE5VWq1URERHqyy+/VN9//72KiIhQWq1WeXl5qYiICHX06FE1ceJEhxhHjhypTCaTioiIUL6+vgpQERER6uOPP7aXmZmZqby8vNRHH3101biFEFWnUcqJrXWFEEI4OHPmDDqdjr/+9a+8/fbbLi17xowZfPTRR6SlpdnH6QOYNm0a06dP5+jRow4zPtSmZ599lo0bN7J37157T1ghhHPIbVYhhHCSPn36lOtUYBtYuF+/fi6P55VXXiEuLo577rmHsrIyl5dvs3DhQpYuXcqKFSskkROiFkgyJ4QQTrJz505eeeUVe+JkmxGiX79+3H777S6Px8PDg2XLltG7d29SUlJcXr7N7t272bVrl70nsRDCuWScOSGEcJI333yTFStW0Lp1a0pKSggICODee+9l+vTpNRozria0Wi2vvPKKW8q2mT9/vlvLF6KhkzZzQgghhBD1mNxmFUIIIYSoxySZE0IIIYSoxySZE0IIIYSoxySZE0IIIYSoxySZE0IIIYSoxySZE0IIIYSoxySZE0IIIYSox/4fjs7CYb+pb44AAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.clouds import vary_one_parameter\n", "\n", "param_name = 'log_P_top_slab_MgSiO3'\n", "vary_list = [1,-1,-3,-5]\n", "\n", "vary_one_parameter(model_MgSiO3_reflect, planet, star, param_name, vary_list,\n", " wl, opac_mgsio3, P, P_ref, R_p_ref, PT_params, log_X_params, cloud_params,\n", " spectrum_type = 'emission', y_unit = 'Fp/Fs')" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.clouds import vary_one_parameter\n", "\n", "param_name = 'log_r_m_MgSiO3'\n", "vary_list = [-3,-2,-1,0,1]\n", "\n", "vary_one_parameter(model_MgSiO3_reflect, planet, star, param_name, vary_list,\n", " wl, opac_mgsio3, P, P_ref, R_p_ref, PT_params, log_X_params, cloud_params,\n", " spectrum_type = 'emission', y_unit = 'Fp/Fs')" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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4n332WZ4u9A0bNnD58mWNXzdBEIR3Tbt27bh06RIAWVlZ3Lx5E1dXV5o0aUJkZKR6K7IrV64UWZckSXh7e/P5559jbW3N3Llz8fT0JDY2VuP2TJ48GaVSydChQ/MdMzIyon79+ly4cAGAJ0+eEB0drT6+adMmbty4ke+cguavjxw5ksePH6vvHVQ9fxs2bGD27NmAanj15fePgIAAqlatWmDaj8GDB3Pp0qUCH5oMsf7555+sWrUqz7UMDQ2pWLEi5ubmtGvXTr3g4cqVK1hbW1OvXr0i63VzcytRnjkxzFpOaGlp0bp1a44fP87IkSPx8PDAwMCA0aNHF3nu8uXL+fPPP7l+/bq6O7swa9asIS0tjTVr1mBlZQWAq6srY8aM4euvv+aPP/5Qd7PPmTOH8PBw9u/fj729PQAdO3bEw8ODBQsWMGrUKFq3bg1A5cqVC/xBzcrKwtfXV730/WVff/01NWvWBMDY2JgNGzawe/du1qxZQ79+/fKUnTRpkjrY1tbWxsPDg127drFp0yaWL19e7E+EgiAI74IffviBoKAgNm/ejKOjI/Pnz2fevHnMmTOHqKgopk2bpp6HtWLFCsaOHUu9evUwNzdHR0en0Hrv3r3LypUriYiIIDAwEBcXF5KTk0lOTmb48OF88cUXuLq65jvv4sWLHDhwgAoVKmBpaYmTk5N6aPH8+fMcOXKE4OBgNmzYwLhx41i9ejVeXl6cOXMGOzs7rK2t1fPq2rVrx7Jly3BwcECSJEJDQ9m4cSNaWlr4+flx9epVwsLCqFevHrVr1+bIkSMsX76cgwcPIpPJSEhIYO7cuer3rDp16rB06VLu3r2LXC4nKCiI9evXl/J3RKVq1aoEBATg6emJnp4egYGBbN68WT3ncOnSpcyePRt/f3/CwsJYu3ZtmbQjl0wqad/sP0RiYiImJiYkJCQUazWrj48PI0eOZOvWrYwYMaLAMrnDncHBwcU6lpKSgoODA1lZWQQHB2NqavrKtoSGhqq7b19VL8CHH37IiRMnSE1NRV9fX/38+vXrGT9+PLt376Z///4A2NraEhsbS3p6ep46zp8/zwcffMDo0aOLXPJ96NAh+vTpQ2hoKNbW1urn//zzT+rXr5/vj42lpSU2NjbcunVL/VxgYCCmpqZ55loA9O3bl/379xMdHa2e+BocHIyjoyNz584VQ62CIBRL7vtBQEDAO7md1/nz52nTpg2gmsqyb9++AueLvUkXLlygcePGKBQK4uPj6dixI5cvX9Z4/ts/WVJSEs7OzmzYsAEdHR2io6Px8PAgPT292HGJGGZ9QdM5c2+CoaEh/fv3JyEhgf379xdZXpNx+Fy5n+D+Pvcg92tnZ2f1c1FRUZibm+erI7dHL7fr/FV8fHzo2rVrnkAOoEmTJvkCudDQUKKjo2nVqlWe552cnPIFckqlkps3b+Ls7KwO5P7um2++oVatWpiZmVG3bt18w7eCIAj/JMePH8fT05N58+Zx8ODBPKkz3pbg4GAmTpzI/PnzmTFjBmvXrhWB3CuUdM6cGGZ9obzlmWvWrBnffvst/v7+Gg21asrT05OffvqJSZMmsX37duzs7Dhx4gSbNm1i9OjRNGzYUF3WwsKC6OjofKuIYmJiAHj69OkrrxUTE8PRo0eLDKKys7O5efMmEydOpHHjxixYsKDQspIkERISwvz584mLiyt05dDu3bvp3bs3165dQy6XM3v2bAYMGIBcLlcnqBQEQfgnyV1o93e+vr4kJyfnec7e3p5OnToVWteVK1e4evVqvueHDRuWZ454UQYMGMCAAQM0Lv9vJ/LMvSUeHh7MmDGjwGNRUVHqZIrFlduTlTuZtbRYWVlx6tQpPv30UxwcHNDR0UEul/Pll1/m+zTg5ubGjh07OHfuHG3btlU/n5sQ8uWVOgXZtWsXpqamfPTRR4WW2bNnD6NGjSI1NZWPP/6YdevW5euFyxUSEkL9+vWJj4+nVq1a/Pjjj4XOEZQkiYULF6qD0MWLF7Nt2zamTJlCz549X3sfPEEQhHfFwIEDi31O48aNady4cRm0RigLYpj1NeWuZi3oUdJADlBvr1La3dG3bt2iadOmZGRk8PjxY1JTU/n111/ZvHkzvXv3zjM/bv78+ZibmzNhwgTu3LlDdnY2P/30E+vWrcPQ0LDIRQc+Pj4MGTIkXxLJl/Xv35/k5GSCgoIwMTGhTp06HDlypMCyVapUIS4ujqioKEaOHImrq2uh8+Latm2b57XT1tbGzc2N0NBQjVZ5CYIgCMK7QgRzL5SnOXOg2oAYUCeALC2ffvop0dHR7Ny5E0dHR7S0tGjZsiWrV6/m4MGDebZyqVatGhcuXKBevXq4ublhZ2fH2rVr8fPzw9jYWD13riC3b9/m6tWr6uSWryKTyXBwcGDbtm1UqVKF4cOHEx8fX2j5ihUrMm3aND755BPmz5/P+fPn85X5+xw9gEqVKgGUOI+fIAiCIJQlkWfuNWmaZ+5NuXjxIkCxsnEXJTk5mYsXL1KjRo18Q5m5iw6OHj2a53knJyd8fX0JCwsjIiKCY8eO0bBhQ6KiomjQoEGh19q2bRuNGzfWKK9OLi0tLdq1a6fOgVeUjh07Aqg3Ni7Kv3zhtiAIglDOlTTPnAjmyqHk5GT27NmDiYlJqU7Wz93hoaChW7lc9aOQmJhYZD03b94kOzubbt26FXg8JyeHnTt3FtorFxQUVGCGbUCdLuXlDOCzZ88mKytLo7K5nj9/nu+58PBwQJW1XBAEQRD+KUQwV84olUo+++wzYmNj+frrrzExMSm1uq2srKhatSoPHjzIl+H7jz/+AMgz4fX06dMF7l23ZcsWqlatqs5H93cnTpwgNjaWQYMGFXj8yZMnzJo1K88WaKDqOTt37hxAnlW1ixYtypclHODs2bOAapuXgo693BOXlZXFyZMnqVy5spjUKwjCO+OHH37AxcUFf3//Uq03MDCQkSNHYmtrq07qfuzYMdq0acPUqVNJSEgo8LyzZ8/Sr18/7O3tCQkJyXd86NChuLi4aLSLUWRkJBMnTsTT0xNPT0/69evH999/rz7eo0cP7ty5o/76+fPnTJkyhfHjx+Ph4cGIESP4+eef1cfj4uIYO3Ysc+fOxcvLi/79+xMYGKjxa1IcERERjB8/ni+//JIZM2bw6aefEhUVpT4eGhrKyJEjmT59OsOGDeP+/ftl0o5cIph74W3PmcvJyeH8+fN07tyZ3bt3s2rVKj755JNSv87SpUtJS0tj5MiR6h+8W7duMXnyZIyMjPKM1SckJODr64uvry8AmZmZfPvtt2zbto1du3apM13/3bZt2+jevTtmZoVvJh0bG8uoUaPUq3UTExOZMmUKly5dYsyYMXm2/gIYM2YMN2/eBFSBmY+PD6tXr6ZBgwYFbiMTHx/P7NmzSU9PJysrCy8vL6Kiovj666/FSlZBEIovJwd5dHSpPChgr9DCDBs2rExGE5ycnNiyZQtNmjRRL7irVq0aXbt2ZcWKFYV2JLRt25bevXtTuXJl9baWuW7cuMHjx49xdHTMs9ViYZYsWYKrqyve3t54e3uzcOFCzpw5oz6+Zs0a9S5B8fHx9OzZk759+7Ju3TpWr17NqlWr8Pb2xs/PD4D09HQaNWrE/PnzWbJkCY0bN8bb27skL0+RHj9+jIODAwsWLGDp0qXY2dnlSQ3j5eVFjx49WLZsGR4eHkycOFGjekWeudekaZ65jIwM7O3t1Rvs5qYmefLkiTr3zqJFi1i7dq06WLKxsWHSpEnMmjWrwGOSJJGTk4OdnR0dOnTgu+++o1q1ahq3PTg4WJ2i4+V6QZXYN3dXCFAtUbewsGDFihXUqFEDSZLQ19fH1dWVuXPnqn9xAGrVqkXv3r2ZMWMGEyZMoEKFCrRs2ZLLly/nKfey+Ph4Dh8+zI8//lhoe5s3b86OHTvw9fWlRYsWpKSkkJGRQZ06ddi4cWO+vHq//PIL27dvp2/fvsTHx5OWlkaVKlWYNm0a06dPVweV48aN48CBAwCMHTsWbW1t6tWrR1RUFLa2tvj6+hbamygIgvAq8rg4zIYMKZW64nbsQFmxYsnOjYtj3rx5mJqaEhkZiZubG7169QLgyJEjbNq0iTp16mBmZsbGjRsZP348U6ZMKbAuuVzOqlWrcHNzw83NDT8/vzyL4F5lwoQJfPnll3h4eKgzN/j4+DBo0CB1+ipQ7Vk6c+ZM7O3t1X+HmzdvzvLly0lKSsqzn3iNGjVYuXIloNo9aPny5UyaNIn+/fuzdetWHBwc8swjNzU1Zfz48SxevBh3d3cqVaqk3ldVkiSCg4OpVatWMV5dzbVo0YIWLVqov7a3t+fu3buAqrPi1KlT6ulEjRs3JiIigtu3b6sT9xdG5Jl7Q3R1dYvM/TZr1ixmzZpV7GMl5eDgUKx8dJ06dXplsshczs7O7Nu3r1htMTU1VQe6hdHT02Pw4MEFDuEWpEOHDnTo0KHIchs2bMg3F688ZEAXBEEoLXPmzKFu3bqMHTuWrKwsWrVqhbOzM9bW1kydOpUzZ85gY2ODr68vZmZmhQZyuapVq4aXlxejR49m9+7dhY64/J2joyPu7u6sXr2aFStWcOPGDWrWrJkvFZWHhwcTJkzA3d2doKAgVq5cyYwZMzAwMGDixImMHDmSo0eP8uGHH9K1a1d18NW9e3dOnz6trufatWv5RmxA9T715MkTYmJi1LsBHT58mC1btmBnZ1doD+HOnTvz9SzmGjVqlDooLMzf556fOnWK4cOHA6ohVn19fQwNDdXHK1asSEhISJHBXEmJYE4QBEEQiqA0MyNux45Sq6ukTp06pV5cplAoaNCgAadPn8bJyQkrKyv1qEzTpk01rtPc3Jzq1auzZ8+eYmVQmDx5Mh06dMDDwwMfHx8WLVrE7t271ceTkpK4efOmeuTI0dExTyaFhg0bcvHiRc6cOcPJkyfp2bMnvXr1KnA15993InqVbt260a1bN5YtW8aECRMK3J+2OB0KAH5+fixZsgRQDaG6u7urj+3cuZMaNWrQtWtXjesrbSKYe2HmzJm4u7uXq/QkgiAIQjmhpVXiodGylLvQq6Spl8LDw7l16xa+vr60a9eOEydOaPw+mNs7N2nSJLp06VJkIvm/u3PnDrVr11aPFo0bN442bdowbdq0fHOuGzVqVGDC9wcPHmBvb4+FhQVpaWloaWmp9/3u0aMHHTt2JCcnJ99c6eL2zLm7u+cJ4HLt3buX4OBgZs+erX7Ozs6OtLQ0UlJS1L1z0dHRGu2jfvLkSY4dO1Zkub8TCyBeKG955gRBEATh79q1a8elS5cA1WKwmzdv4urqSpMmTYiMjFRPudFkpxtJkvD29ubzzz/H2tqauXPn4unpmS/bwatMnjwZpVJZ4EI0IyMj6tevz4ULFwBVJoPo6Gj18U2bNuXLVGBkZFTg/PWRI0fy+PFj9b2Dqudvw4YN6kDq8OHDefYCDwgIoGrVqgUuehs8eDCXLl0q8FHUEGuuHTt28PTpU/XUqS+//BJQ9XS2a9eOX375BVB9L6ytrTXKu1rSPHPlumdOkiR8fHzw8fFBS0uLuLg43n//fZYuXYqpqWmB59SsWTPfrgm3b99m1qxZRc4dEARBEITy5IcffiAoKIjNmzfj6OjI/PnzmTdvHnPmzCEqKopp06ap52GtWLGCsWPHUq9ePczNzdU9VAW5e/cuK1euJCIigsDAQFxcXEhOTiY5OZnhw4fzxRdf4Orqmu+8ixcvcuDAASpUqIClpSVOTk4cPnwYgPPnz3PkyBGCg4PZsGED48aNY/Xq1Xh5eXHmzBns7OywtrZWz6tr164dy5Ytw8HBAUmSCA0NZePGjWhpaeHn58fVq1cJCwujXr161K5dmyNHjrB8+XIOHjyITCYjISGBuXPnqoeG69Spw9KlS7l79y5yuZygoCDWr19fyt+Rv16HGTNmYGFhwfbt2wFVIJpr6dKlzJ49G39/f8LCwli7dm2ZtCOXTCrHafGTk5OxsbHh6tWr1KhRg9TUVNq3b4+dnR379+8v8Jzu3btz6NAh9ddZWVk4ODhw+fJlbG1t85VPTEzExMREPUFT9M4JgiD8O+W+HwQEBOR5Y35XnD9/njZt2gCqLAD79u0rcL7Ym3ThwgUaN26MQqEgPj6ejh07cvny5VLfd/xdlJSUhLOzMxs2bEBHR4fo6Ghq167NsWPH+Pbbb0lISNAoywaU8545hULBvHnz1CtYDAwMGDx4MNOnTy90MuTLgVzu102bNi0wkHuZpqlJBEEQBKE8On78OH5+fhgYGBAZGVkuVvMHBwezdetWbG1tCQ8PZ+3atSKQe4V/ZGoSXV1dpk6dmue51NRUrKysNP5h2Lx5s0bJCwVBEAThXfZy0tqX+fr6kpycnOc5e3v7V6aounLlClevXs33/LBhw9Q5VTUxYMAABgwYoHF5oWTKdTD3d5IksX//fjw9PTUq//TpUwICAvjwww/LuGWCIAiCUD4NHDiw2Oc0btxYbH34DnmngrlVq1ZRtWpVPvvsM43Kb9myhZEjR6o3kX+VmTNnqieLdu7cWcydEwRBEAThjXj8+DH379/H09OT7OzsYp//zqQm2b17N6dOnWLnzp0aDbEqlUq2b9+u8f6mixcv5r///S///e9/ix3IPX36FFdXV7S0tDAxMSlwt4LBgwerlybv2rWrWPUXV0REBBUrVnzlllqlzdPTk5o1a76VuRC3bt3C1dUVhUKBXC6nbdu26mX5y5cvp1GjRpiZmeHq6ppnI+TCjB8/noYNGyKTyYrs1W3SpAkymQxXV1e2bNlS7Lb/+uuvdO7cmTZt2uDq6kqzZs3o0KEDs2fPJjMzU11u+vTpBX5KTk9PZ8WKFbRs2ZK2bdvi6upKixYtWLJkCSkpKXnKJiYmMmfOHNq0aUOnTp1o3bo1DRs2LDTXkiAIgvBmVKtWjWbNmuHt7f3PS02Sa8+ePWzfvp2DBw+iq6tLYGAgVatWfeW4/fHjx6lbty6VK1cu8/ZVrVqVM2fO0LlzZ3777bcCg6jt27fj7OzMqVOn8mTALgt6eno4Oztjbm5eptd5mbe3N7Vr11ZnJn+T6tWrx5kzZ5g7dy5fffUVvXv3Vgc+06ZN48KFC3z11VcFJnwsyLp169TfzxMnTvD777/TqlWrfOX+97//cevWLYA8m0Nr6syZM3Tq1IkDBw7Qo0cPQDWVYNWqVXz++edMnTpV3VtcuXLlfFvZxMXF0bFjR5ydnTl27Jh6Y+z4+HjGjh1L8+bN+fXXX7GysgJUHzrWrVvHpUuX1Hv/XrhwgZYtW2JgYMCnn35a7HsQBEEQ3r5y3zO3Z88e1q1bh4+PD1lZWSQnJzN//nzCw8MBWLt2bYHzATZv3syYMWPeaFtHjx5NampqgT1vJ06coFGjRmUeyIFqf9Tff/+dtm3blvm1ypPZs2fj4uLCjBkzCAgIAGDr1q1YWlpqHMi9zN3dHUtLS3UiyJdJksSSJUsY8hobb+/btw9zc3N1IAeq/f6mTJmCi4tLnukB//nPf/D19c1z/vDhw0lOTmbbtm3qQA5U3//t27eTnp6eJ7h2cHDgxIkT6kAOoHnz5piamqo3iBYEQRDePeU6mIuIiGDw4MGcO3cOKysrjIyMMDIyYufOneoyT58+5f79+3nOi4yM5Pr163Tp0kXja82cOZMTJ068Vnu7d++OpaUlmzZtynds06ZNfPrpp+zcuZPWrVvTrl07WrduTefOnbl586a63J49e2jevDkymYwdO3YwdOhQXF1d0dbWZsmSJdjZ2aFQKHB1dSUoKAiAsWPHYmNjQ/369blx4waurq7o6ekxb948AM6ePYurqysymYyVK1cyZswYPvjgA6pXr87GjRvztDM7O5tp06Zhb29Pq1at6N69O9988w0ymYzmzZsXe4g4JSWFyZMnU6dOHZo3b06DBg345ptvyuSaCoWCH374AaVSybBhw3j48CHr1q3jv//9b7HanKtChQpMmzaN06dP5+t5O3DgAE2bNqVKlSoFnrtt2zZq1KhBkyZNcHNzUye5rFmzpnoBj6mpKTExMVy8eDHf+VeuXFGnyvHy8so3hH379m38/PwYMmRIvo2tAXR0dBg6dCg//fQTt2/fVt/Py0O1mZmZ/Pe//0VbW1v0ygmCIJQDJ0+eZObMmcU/UfqXS0hIkAApISGhVOr74osvJEC6cuWK+rnw8HDJyclJUiqVUufOnaVdu3apj23cuFGqVKlSnusHBQVJgPTBBx9I8fHxkiRJ0sKFC6V169ZJhw4dkgDp6tWr6vLZ2dlSzZo1pbi4OPVz9vb20ty5c/O0DZAaNGggRUdHS5IkSXv27JG0tbWlJ0+eqMt4eXlJZmZmUmBgoCRJkhQTEyPVr19fAqSgoKBX3vvWrVulv/9ItW/fXmrcuLH6/u7evSsZGxtLc+bMKZVrFmT58uUSIFlaWkqXLl0q9vmSJEmnT5+Whg8fLqWkpEhWVlZS69at1ceUSqXUpEkTKTQ0VJo7d26+ez5+/LgESAcOHJAkSfX9GT58uARIW7duVZd79OiRZGpqKmlra0u9evWStm3bJkVERBTYnr+/tuvXr5cA6X//+1+h93Dw4EEJkDZs2JDvWLt27SQjIyPJxcVFun79ukaviSD80+W+HwQEBEhhYWHl4rF06VLJxsZG2r9/f6nWe/bsWalz584SIA0dOlQKCwuTtmzZIr333nvSoEGDpHv37hV4nq+vr9S6dWtJoVBIFy9ezHe8Q4cOko2NjTRjxowi23D9+nWpV69e0pAhQ6QhQ4ZIrVu3lhYuXKg+3qxZM+nkyZPqr69duyb1799f6tGjh9S3b1+pU6dOko+Pj/r4nTt3JHd3d+nTTz+Vhg8fLrVp00Y6e/ZsmX1vHj58KI0fP17S1taWAgMD8xzr16+fZGlpqX7kvsYvPwICAtR/o7///nvJ29tbysjIKFFcUq575t5Fo0ePBsjTO+fj48Pw4cORyWSsW7eOfv36qY8NGzaM8PDwAntnhg0bph4+mzVrFp999hkff/wxDg4OebYG+fHHH2nbtm2hW5y9rEePHlhYWADQqVMnsrOzuXbtGgBpaWmsXLmSgQMHUr16dUC1x5ymq4f/7vTp05w6dYqpU6eqe5lq1arF4MGD8fb2JikpqdSvCfD555/j4OBAQkJCsfIhFcTAwIDp06fz22+/cfLkSUDVe9qyZctC52MuXryY2rVr06tXLwC0tLSYMWNGvnLVqlXj1q1bfPbZZ5w/f57hw4dTqVIl2rdvz7lz517ZrpiYGEDV21aY3Az2uWVfdurUKeLi4vjkk09o2bIlfn5+r7yeIPzb5eTkEB0dXSqPnJwcja87bNgwHB0dS/1+nJyc2LJlC02aNEGpVAKqv0ldu3ZlxYoVeaZuvKxt27b07t2bypUr51s8dePGDR4/foyjo6NG+V2XLFmCq6sr3t7eeHt7s3DhwjyjIGvWrKFmzZqAai5wz5496du3L+vWrWP16tWsWrUKb29v9d+v9PR0GjVqxPz581myZAmNGzfG29u7JC+PRjZt2kTLli0LXX1648YN9WPZsmVl1g54RxZAvEtq1qxJq1at2LVrFytWrMDAwAAfHx9OnToFqFYUDh8+nMePH+fZNy8sLCxfXQ4ODvmek8vljB8/njlz5rB8+XIsLCxYu3atxtmiXx4WfHnCPMDDhw9JT0/HyckpzznvvfeeRnX/3Z9//gmg/mXMVatWLdLT07l9+zYVKlQo1WsC7N+/n/fee4/IyEiGDh3K5cuXX7lHYVE+++wzli9fzpw5c2jfvj3Lly/nyJEjhZa/ffu2ekudXIXdj52dHWvWrGHVqlX8+eefHDx4kM2bN9OuXTt+++03WrRoUeB5uYtb/p4I9GVJSUkA6uD977S0tBg/fjx+fn6MGTNGPQ9VEIT84uLiXmuO7Mt27NhBxYoVS9yOefPmYWpqSmRkJG5ubuoPjkeOHGHTpk3UqVMHMzMzNm7cyPjx4wvdl1wul7Nq1Src3Nxwc3PDz8+P5cuXa9SOCRMm8OWXX+Lh4aF+X/Hx8WHQoEHq9ztQbXY/c+ZM7O3tsbW1xdfXl+bNm7N8+XKSkpIIDQ1Vl61RowYrV64EVLs3LV++nEmTJtG/f3+2bt2Kg4ODeh9WUE1VGT9+PIsXL8bd3Z1KlSoxbtw4QDWvOTg4mFq1ahXj1S0eDw8PQkJCCj2+ePFisrKyAJg4cWKhf4tLg+iZe6E05szl+vTTT0lMTGTv3r2cPn0aZ2dnbG1tCQ0N5YMPPkCSJPU8rNxPIVIBW+RqaWkVWP8nn3yCTCZj8+bN3LhxAy0tLfVGy0V5uc7cOVi51879t7TSixR0T39/vrSvGRoayqJFi9i3bx/e3t7cvHlTPXewpPT19ZkxYwYXLlxgxIgRtG3blkqVKr3yHE3uJz4+Xh2MyeVymjVrxtKlS7l69SpyuZy9e/cWem7r1q0B1KtpC5J7LHchTHZ2doE9AvXq1SMiIkIEc4LwDpgzZw61a9dm/vz5rFmzhqVLl3Lnzh2io6OZOnUq3333HYsXL8bOzg4zM7NCA7lc1apVw8vLi9GjRzNw4ED09PQ0aoejoyPu7u7q3rkbN25Qs2ZN9PX185Tz8PBgxIgR/Pe//6V3795EREQwY8YMDAwMmDhxItu2bcPNzY2vv/6ae/fuqQOe7t2706RJE3U9165dy7eiH8DZ2ZknT57kGYE4fPgwPXr0QCaTFdpDuHPnTpo1a1bgY8OGDRq9Bq/SqVMnPv30U+bOnUvTpk3p37+/RvnjSjpnTvTMvVCae7P27dsXDw8PNm3ahL29vXpy+aVLl0hKSqJ///7q4b+Xc4lpytzcnMGDB7Nu3Tru3bvHxIkTS6XdTk5O6OnpqVeC5nr06FGJ6mvatCkA9+/fp2HDhurn79+/j56eHvXq1UNLS6vUrilJEqNGjWLVqlWYmZkxfvx4Dh8+jLe3N926daN58+Ylug9QLTLx9vbm4MGDPH78+JVl69Wrp9H9rFq1CoVCwaxZs/I8X7VqVSpUqPDKZNf16tXj448/ZseOHcyYMQNt7by/yllZWezYsYMePXqoe0YXLlyIvr4+06dPz1M2JCQEbW1tsTexILyCmZkZO3bsKLW6SurUqVPqVeoKhYIGDRpw+vRpnJycsLKywsbGBvjr768mzM3NqV69unoKiaYmT55Mhw4d8PDwwMfHh0WLFrF792718aSkJG7evKn+2+vo6Jgno0PDhg25ePEiZ86c4eTJk/Ts2ZNevXoVmGdNKmQ/9oJ069aNbt26sWzZMiZMmMB3332Xr8zgwYMZPHiwxvfq5+fHkiVLANWitKIyJHTt2jXP/ydPnszdu3epX7/+K88r6d6someuDBgYGDBw4ED++OMPLly4oF5VW6dOHbS0tPjpp5/UZf+ebkJTkyZN4unTp5w+fZru3buXSrv19fWZMmUKu3fv5uHDh4CqS9/Hx6dE9bVr144OHTqwYsUKEhMTAbh37x47d+7E09OTChUqlOo1V65ciYuLC+3atQNUvWNbt27F2NiYYcOGkZqaWqL7AFXuvr1793LgwAGsra1fWXbmzJncu3ePAwcOAKoE1oUl5l2/fj0PHjxQf61UKlm7di0pKSlF/qHZtm0bBgYGjBgxgoSEBPXzCQkJDB8+HBMTE7Zu3ZrnnO+++46nT5+qvz516hQHDhxg1KhRGBoavvJ6gvBvpqWlRcWKFUvlUdioS0n8fWSluMLDw7l16xa+vr6cPHmyWCNUub1zkyZNombNmhgYGBTr2nfu3EGhUNCpUyeWL1/O0aNH8fHxIS4uLl/ZRo0a5flbmevBgwfY29tjYWFBWlpang6SHj168NNPPxU4IlHcnjl3d3f8/f3x9/fXKNVVYGBgnq8VCgXp6elFnldSomeujHz66ads2LCBoUOHqn9xnZ2d2blzJ/Pnz6du3bpUr15d/elp6dKlREREUK9ePRYsWACoPvU4OTmxb9++fPXXr1+fVq1a8fHHH+f5wxAQEMDYsWOJiIjAx8eHJ0+eMHHiRL744gv1dWJjY/noo48YO3ZsnmvPmDGDr776iqysLNq3b4+9vT2VKlVizJgxXLx4scAUGLk8PT05fPgwAK6ursyfP5+2bdty6NAhZs2aRfPmzTEyMiItLY0FCxbk6fou6TVzXbp0CU9PTy5cuEDjxo3ZtWsXgwYNAlSLIfT09AgMDKRZs2YMGTKkwMUIL5s9ezZHjhwhIiICV1dXDh06hImJSb7EwV26dOHevXvqe/7ss8/o378/nTp1YuvWrXh5ebFkyRKsrKyYMmUKGzZsyHM/vXr1Ii4ujkGDBmFgYIAkScTFxVG1alV+/fVXXFxcANWnwNxE1C+/tubm5vj7+7N27Vq6du2KQqFAkiSys7Pp1asXW7duzbMApH///sTExNCtWzeMjY3JyckhIyODlStXqn8WBEEo39q1a8elS5dwcXEhKyuLmzdvMnnyZGxsbIiMjCQiIgIbGxv1LjivIkkS3t7efPXVVxgZGTF37lw8PT1p2rSpxknnJ0+ejIeHB0OHDs13zMjIiPr163PhwgXc3d158uQJ0dHR6uObNm1ixIgReUZujIyMChwlGDlyJPv27ePSpUs0a9YMUPX8bdiwgdmzZwOq4dWsrCz13MaAgACqVq1aYPBc3J654po0aRLHjx8HVFNe5HI5tWvXLrPryaSShvP/EImJiZiYmDBhwgTc3d3fmT1ZlUoldevW5dy5cyWeSFuQhIQEdHR08sx72L59O+PGjSM5OblMtut6G9csSxkZGaSmpuYZSgkJCaFq1apcuHCB999//y22ThCEwuS+HwQEBKhXg79tP/zwA6tWraJhw4YsWrQIHR0d5s2bh5mZGVFRUbRv356+ffsCfy2AqFevHubm5hw8eJDffvutwHrv3r3LypUriYiIYP78+bi4uLBlyxb1avwvvvgCV1fXfOddvHiRr7/+mgoVKuDl5ZVn8dr58+dZuXIlwcHBjBkzhnHjxhEQEICXlxeOjo7Y2dmxY8cOjh49io2NDYcOHWL37t04ODggSRKhoaF8+umntG3bVr0Yw8bGhnnz5lG7dm1iYmLUCzRkMhkJCQkMGTJEPTR8+/Ztli5dStWqVZHL5QQFBTF9+vQihzZL6sSJE/z000/s27ePIUOG4O7url78NnnyZNLT07GysiI4OJiJEyeqg9BcSUlJODs7s2HDBnR0dIiOjqZ27docO3aMb7/9loSEBI2nv4hg7sUvb3FetLdp+vTpLFu2jL179/LLL7/kS/r7upYuXcqzZ8/UqU+SkpLo1KkTzZo1K7M9PN/GNcvShQsXmDRpEufPn0dPTw+lUomHhwf+/v5cvHgx3/w2QRDKh/IYzBXH+fPn1cHEL7/8wr59+wqcL/Ym5Y6YKBQK4uPj6dixI5cvX37nPqSXhYKCOQ8PD9LT04sdl4h3lXfMrl27+PnnnzE2Nn7laseSatOmDV999RXvv/8+enp6pKWl8dFHH+WbNP+uX7Ms2dvb4+TkRIsWLTAxMSE9PZ2aNWvi5+cnAjlBEMrM8ePH8fPzw8DAgMjISObMmfO2m0RwcDBbt27F1taW8PBw1q5dKwK5MiB65t6xnrl/o4iICAYMGFDo8fbt22v8R+v69etMnjy50OODBg1643v6CoJQPrzrPXOF8fX1zZeT0t7enk6dOhV6zpUrV7h69Wq+54cNG/baydgFldLsmRPB3Ds6Z04QBEEoXf/UYE4on0pzzpwY83mhNPPMCYIgCIIgFJfIMycIgiAIgvAvJII5QRAEQRCEd5gI5l4ozb1ZBUEQBEEQiquke7OKYO6FxYsXi8UPgiAIQrnyww8/4OLigr+/f6nWGxgYyMiRI7G1tVWngTp27Bht2rRh6tSpebYIfNnZs2fp168f9vb2hISE5Ds+dOhQXFxcWLNmTZFtiIyMZOLEiXh6euLp6Um/fv34/vvv1cd79OjBnTt31F8/f/6cKVOmMH78eDw8PBgxYgQ///yz+nhcXBxjx45l7ty5eHl50b9//3zbapWm1NRUFi5cSNWqVUlJSclzLDQ0lJEjRzJ9+nSGDRvG/fv3NarTzc2twL1piyIWQAiCIAhCESRJIisrq1TqUigUGudaGzZsGIcOHSqV677MycmJLVu20KNHD5RKJQDVqlWja9eueHl5FXpe27ZtiYiIIDQ0lNWrV7NixQr1sRs3bvD48WMcHR3zbNlYmCVLluDq6kqfPn0A1T6rCxcuZNSoUQCsWbOGypUrAxAfH0/Pnj1ZsWKFeseH+Ph4+vTpQ0ZGBu7u7qSnp9OoUSPGjRsHgLe3N97e3mzatKkEr1DRNm3aRMuWLVm3bl2+Y15eXvTp04fu3btz5coVJk6cyC+//FIm7QARzAmCIAhCkbKysvL0Er2OOnXqoKOjU6Jz4+LimDdvHqampkRGRuLm5kavXr2Av7bzqlOnDmZmZmzcuJHx48czZcqUAuuSy+WsWrUKNzc33Nzc1FtoaWLChAl8+eWXeHh4UKVKFQB8fHwYNGgQp06dUpcLCAhg5syZ2NvbY2tri6+vL82bN2f58uUkJSURGhqqLlujRg1WrlwJwKFDh1i+fDmTJk2if//+bN26FQcHB3UgB2Bqasr48eNZvHgx7u7uVKpUSR3ISZJEcHAwtWrVKsarWzweHh4F9k7GxsZy6tQpNmzYAEDjxo2JiIjg9u3b1K1bt0zaIoK5F2bOnCnyzAmCIAjl2pw5c6hbty5jx44lKyuLVq1a4ezsjLW1NVOnTuXMmTPY2Njg6+uLmZlZoYFcrmrVquHl5cXo0aPZvXs3enp6GrXD0dERd3d3de/cjRs3qFmzJgqFIk85Dw8PdR7XoKAgVq5cyYwZMzAwMGDixImMHDmSo0eP8uGHH9K1a1d18NW9e3dOnz6trufatWvUqFEjXzucnZ158uQJMTExWFhYAHD48GG2bNmCnZ1doT2EO3fuLHS7yFGjRqmDwpIIDQ1FX18fQ0ND9XMVK1YkJCSkyGDu5MmTHDt2rNjXFMHcCyLPnCAIglAYhUJBnTp1Sq2ukjp16hQjR45U19OgQQNOnz6Nk5MTVlZW2NjYANC0aVON6zQ3N6d69ers2bMnT89XUSZPnkyHDh3w8PDAx8eHRYsWsXv3bvXxpKQkbt68SfPmzQFVAGhpaak+3rBhQy5evMiZM2c4efIkPXv2pFevXgXOGZMkSeOh6W7dutGtWzeWLVvGhAkTCtyfdvDgwQwePFjje/Xz82PJkiWAagjV3d1d43OLo6R55kQwJwiCIAhFkMlkJR4aLUu5mziVdDOn8PBwbt26ha+vL+3atePEiRMaj1Dl9s5NmjSJLl26YGBgUKxr37lzh9q1a9OpUyc6derEuHHjaNOmDdOmTcPMzCxP2UaNGnHlypV8dTx48AB7e3ssLCxIS0tDS0tL/X3q0aMHHTt2JCcnBy0trTznFbdnzt3dXeMAzs7OjrS0NFJSUtS9c9HR0djZ2Wl0fkmI1ayCIAiC8I5o164dly5dAlTz+G7evImrqytNmjQhMjKSiIgIgAIDn7+TJAlvb28+//xzrK2tmTt3Lp6ensTGxmrcnsmTJ6NUKhk6dGi+Y0ZGRtSvX58LFy4A8OTJE6Kjo9XHN23axI0bN/KdU9Ao2ciRI3n8+LH63kHV87dhwwZmz54NqIZX9+7dqz4eEBBA1apV8wVyoOqZu3TpUoGP1xliBVVPZ7t27dQLHq5cuYK1tTX16tV7rXpfRfTMvSDmzAmCIAjlzQ8//EBQUBCbN2/G0dGR+fPnM2/ePObMmUNUVBTTpk1Tz8NasWIFY8eOpV69epibm7+yJ/Hu3busXLmSiIgIAgMDcXFxITk5meTkZIYPH84XX3yBq6trvvMuXrzIgQMHqFChApaWljg5OXH48GEAzp8/z5EjRwgODmbDhg2MGzeO1atX4+XlxZkzZ7Czs8Pa2lo9zNyuXTuWLVuGg4MDkiQRGhrKxo0b0dLSws/Pj6tXrxIWFka9evWoXbs2R44cYfny5Rw8eBCZTEZCQgJz585VDw3XqVOHpUuXcvfuXeRyOUFBQaxfv76UvyN/OXHiBD/99BMA8+fPx93dnTZt2gCwdOlSZs+ejb+/P2FhYaxdu1ajOks6Z04mlbRv9h8id2Pl4mxoKwiCIPzz5L4fBAQEYGRk9LabU2znz59XBxO//PIL+/btK3C+2Jt04cIFGjdujEKhID4+no4dO3L58mWN57/9kyUlJeHs7MyGDRvQ0dEhOjoaDw8P0tPTix2XiJ45QRAEQfgHOH78OH5+fhgYGBAZGcmcOXPedpMIDg5m69at2NraEh4eztq1a0UgVwZEMCcIgiAI/wCLFi0q8HlfX1+Sk5PzPGdvb0+nTp0KrevKlStcvXo13/PDhg1DV1dX4zYNGDCAAQMGaFxeKBkRzL0g5swJgiAI/0QDBw4s9jmNGzemcePGZdAa4VVEnrnXJPLMCYIgCILwNpU0z1y5Tk0iSRJbt26lbdu2tG/fXr3nWnx8vEbn9+/fHwcHhzJtoyAIgiAIwttUrnvmUlJSmDRpElevXqVGjRqkpqbSvn17Ro8ezf79+1957qlTp/j5558xMTF5Q60VBEEQBEF488p1z5xCoWDevHnq/dgMDAwYPHgwP/300yuzXWdlZTFjxgymTZum8bVmzpzJiRMnXrvNgiAIgiAIJXHy5ElmzpxZ7PNeK5jLysriwYMHXLx4kevXrxMWFkZOTs7rVJmHrq4uU6dOzfNcamoqVlZWr1zavHLlSvr27Yutra3G11q8eLFY/CAIgiCUKz/88AMuLi74+/uXar2BgYGMHDkSW1tbpk+fDsCxY8do06YNU6dOJSEhocDzzp49S79+/bC3tyckJCTf8aFDh+Li4sKaNWuKbENkZCQTJ07E09MTT09P+vXrx/fff68+3qNHD+7cuaP++vnz50yZMoXx48fj4eHBiBEj+Pnnn9XH4+LiGDt2LHPnzsXLy4v+/fsTGBio8WtSXP369aNBgwbqR2HbgxWHm5tbgXvTFqXYw6zPnj1jy5YtHDp0iFu3biGXyzE3Nyc7O5v4+HjkcjkuLi707NmTsWPHluqiAkmS2L9/P56enq9s3759+/D392fnzp2ldm1BEATh3ysnR0lcXEap1GVmpouWlmZ9KcOGDePQoUOlct2XOTk5sWXLFnr06IFSqQSgWrVqdO3aFS8vr0LPa9u2LREREYSGhrJ69WpWrFihPnbjxg0eP36Mo6Mj//nPf4psw5IlS3B1daVPnz6Aap/VhQsXMmrUKADWrFlD5cqVAYiPj6dnz56sWLFCveNDfHw8ffr0ISMjA3d3d9LT09Vz6wG8vb3x9vZm06ZNJXiFimZra5tn+7C3SeNgLj09nRkzZvD777/TvXt3Vq5ciYuLCxUqVMhTLjY2losXL3L+/Hnatm3LkCFDmDx5coF7oxXXqlWrqFq1Kp999lmhZT7//HOWLFmi3i5EEARBEF5XXFwGQ4YUP2VEQXbs6ELFivolbEcc8+bNw9TUlMjISNzc3OjVqxcAR44cYdOmTdSpUwczMzM2btzI+PHjmTJlSoF1yeVyVq1ahZubG25ubvj5+bF8+XKN2jFhwgS+/PJLPDw8qFKlCgA+Pj4MGjSIU6dOqcsFBAQwc+ZM7O3tsbW1xdfXl+bNm7N8+XKSkpIIDQ1Vl61RowYrV64E4NChQyxfvpxJkybRv39/tm7dioODgzqQAzA1NWX8+PEsXrwYd3d3KlWqpA7kJEkiODiYWrVqFePVLZ6UlBTmz58PgL6+PhMmTMDQ0LDMrvcqGgVzYWFhjBs3jjFjxrBq1apXljU3N6dLly506dKFr776ih07djBgwAC+//7719oeZffu3Zw6dYp9+/YVOsR66tQpJEmiY8eOxa5/5syZ6n3sOnfuLIZcBUEQhHJnzpw51K1bl7Fjx5KVlUWrVq1wdnbG2tqaqVOncubMGWxsbPD19cXMzKzQQC5XtWrV8PLyYvTo0ezevRs9PT2N2uHo6Ii7u7u6d+7GjRvUrFkzX0eKh4cHEyZMwN3dnaCgIFauXMmMGTMwMDBg4sSJjBw5kqNHj/Lhhx/StWtXdfDVvXt3Tp8+ra7n2rVr6vnzL3N2dubJkyfExMRgYWEBwOHDh9myZQt2dnaF9hDu3Lmz0GHRUaNGqYPCV+ncuTNdunTB0NCQ7777jnHjxrF9+/YizyvI48ePuX//Pp6enmRnZxf7fI2CuVWrVvHDDz9gampavMq1tRkxYgTt27dnzZo1zJo1q9gNBNizZw/bt2/n4MGD6OrqEhgYSNWqVfNloT527BjBwcHqzYEjIiKIiIjA1dWVxo0b8/XXXxd6DZFnThAEQSiMmZkuO3Z0KbW6SurUqVOMHDkSUC0SbNCgAadPn8bJyQkrKytsbGwAaNq0qcZ1mpubU716dfbs2ZOn56sokydPpkOHDnh4eODj48OiRYvYvXu3+nhSUhI3b96kefPmgCoAtLS0VB9v2LAhFy9e5MyZM5w8eZKePXvSq1evAueMSZKk8TZg3bp1o1u3bixbtowJEyYUuD/t4MGDGTx4sMb36ufnx5IlSwDw8vLC3d1dPTwMqvlz8+fPJy4uDjMzM43rzVWtWjWMjY3Ve7MWN8+cRsGct7d3sRv2sqpVq75WILdu3Tr2799PVlYWWVlZzJ8/n4ULF+Lg4MDatWvx9/fH19c3X/ewj48P8+bN48yZM6/VfkEQBOHfTUtLXuKh0bKUm9nhVRkeXiU8PJxbt27h6+tLu3btOHHihMYjU7m9c5MmTaJLly4YGBgU69p37tyhdu3adOrUiU6dOjFu3DjatGnDtGnT8gVEjRo14sqVK/nqePDgAfb29lhYWJCWloaWlpZ6lK1Hjx507NiRnJycfFO9itsz5+7ujru7u/rr9PR0IiMjqVq1KoD6munp6cV6DUpLuU5NEhERweDBgzl37hxWVlYYGRlhZGSUZ2HD06dPuX//fr5zP/74Y5YuXarumSsqL50gCIIglHft2rXj0qVLgCqjxM2bN3F1daVJkyZERkYSEREBUGDg83eSJOHt7c3nn3+OtbU1c+fOxdPTk9jYWI3bM3nyZJRKJUOHDs13zMjIiPr163PhwgUAnjx5QnR0tPr4pk2buHHjRr5zCholGzlyJI8fP1bfO6h6/jZs2MDs2bMB1fDqywsSAgICqFq1aoFz9gcPHsylS5cKfGgyxBoVFcWCBQvUX587d47q1atTqVKlIs8tC+U6abCNjU2RY8eFTdY8cuRIsa4l9mYVBEEQypsffviBoKAgNm/ejKOjI/Pnz2fevHnMmTOHqKgopk2bRt26dQFYsWIFY8eOpV69epibm6t7iwpy9+5dVq5cSUREBIGBgbi4uJCcnExycjLDhw/niy++UE9ZetnFixc5cOAAFSpUwNLSEicnJw4fPgzA+fPnOXLkCMHBwWzYsIFx48axevVqvLy8OHPmDHZ2dlhbW6vn1bVr145ly5bh4OCAJEmEhoayceNGtLS08PPz4+rVq4SFhVGvXj1q167NkSNHWL58OQcPHkQmk5GQkMDcuXPVQ8N16tRh6dKl3L17F7lcTlBQEOvXry/l74iKqakpcrmcyZMnY2RkxNOnT9m8efNr11vSvVllUkn7Zv8hEhMTMTExISEhQcyZEwRB+BfLfT8ICAh4rQV7b8v58+dp06YNAL/88gv79u0rcL7Ym3ThwgUaN26MQqEgPj6ejh07cvnyZY3nv/2TJSUl4ezszIYNG9DR0SE6Olo9Z664cUmp9szl5ORw9+5d6tWrx5UrV2jcuHFpVi8IgiAIQiGOHz+On58fBgYGREZGMmfOnLfdJIKDg9m6dSu2traEh4ezdu1aEciVgVIfZl20aBGrVq3i22+/zZPJWRAEQRCEsrNo0aICn/f19SU5OTnPc/b29nTq1KnQuq5cucLVq1fzPT9s2LB8mSReZcCAAQwYMEDj8kLJlFowd/v2bS5dukTLli3p2bMno0ePxsfHhxEjRpTWJcqUmDMnCIIg/BMNHDiw2Oc0btxYjK69BSWdM1dqwZyNjQ0NGzbk0aNHODo64uDgUKJcK2+LyDMnCIIgCMLb5ObmRps2bcomz5wmKlasiJGREQsXLmTXrl0MHDiQH3/8sbSqFwRBEIQ3Iikp6W03QfgXKM2fs1KdM6erq8vWrVvR09Nj69atpVm1IAiCIJQpHR0dbGxsaNKkydtuivAvYWZmVip712sczJ07d47KlStjb2+Ptnbhp5mYmAAUe+uvt03MmRMEQfh309PTIygoiOTkZNavX4+FhUWpvNEKQmFyd6zIyckB3kCeOblcTqtWrWjUqBEtWrQo0YTK8kjkmRMEQRBelpmZyerVq0ut10QQipKTk0NcXFzZ55mrWbMm58+fL3FDBUEQBOFdoKWlhYWFBTExMW+7KcK/yOv0BGsczDVo0KBEFxAEQRCEd4mWlhbDhw9XD30JwpugpaVV9sGcvr6++v/79+/nyJEjNGzYEFdXVxo2bFiii5cnYs6cIAiCkOt13lgFoaROnDiBn59fsc/TeM7cyJEj86xQffz4MbVq1WL06NGYmJiwaNGid3KLDjFnThAEQRCE8qIkcYnGPXNKpTLP19WqVaNDhw7FTmwnCIIgCIIglB65pgUPHjzIhAkT8PPzIzU1FVDt+lCQgICA0mndGzRz5kxOnDjxtpshCIIgCMK/1IkTJ5g5c2axz9N4mFVfXx89PT0SEhLQ1dWldevWxMfHs2rVKpo0aZJn491Bgwaxa9euYjfmbRDDrIIgCIIglBdlOszao0cPdu3axdWrVzl9+jRnzpzhwYMHtGnTBh0dHVxcXGjTpg0tW7YkMDCwxDchCIIgCIIgaE7jnrlTp07Rvn37PM8plUouX76sDu5+//13UlJSkMlk78ySbtEzJwiCIAhCeVGSuETjYE4T2dnZXLhwgeHDh/Po0aPSqrZM5b5oEyZMeGdSk0iSRFZmGunJ8WQkxZOZkkhmSiKmld/DrPJ7b7t5giAIgiCUQG5qkm+//fbtBXO5+vfvz549e0q72jJR2j1zSmUOmWnJZKYmkZGSSFZqMplpSWSnpZCVmkx2Wgo56WnkpKWQnZaCMiMdZXoayrRUlKkpKFNTkKWlIaWlIUtLQ56WgSwjA+20DLQystDOyEInIwt5Tv5vW462HMtjZ7Gp4fLa9yEIgiAIwptXpnPmisPLy6ssqi0zCjlcmt5f9WJkZyNlZ0F2NrKsbMjOhuwcZNnZkJODPCsbWU4OsmzVQysrC63MbLSystHOykErS/nKa2m9eJQFrWwlT349KII5QRAEQfgXKZNg7l3cEcL2p7NA2SY9luQyshVaKBVa5Ci0ydHRRqlQoNRVoNRRoNTTQ9LXR6avDwYGyAwMkOsbomVYAa0KRmgZVECnggnaRiYoDI3QNTRBx9AYvQqmXB/XA8sbD0m7d6tM70EQBEEQhPJFo2Bu0KBB1K5dm0GDBlGtWrWybtMbl62ES5WMMbGwwMzSEhQK0NZGpq0AhTYodJC9+FqmUCDTViBX6CDX0UVLzwAtA0O09PTR1jdEoV9B9a9BBXT0K6BjYIyOoRG6+kZo6ehCGe2SIatZE248RP7wYZnULwiCIAhC2SrT7bwkSeLs2bPs3LmTZ8+e8dFHH9G/f38qVqxYosaWJ/+U1axXfJagP3ch6RV0aXQrGplc43zQgiAIgiCUE2U2Z04mk+Hq6oqrqyuZmZkcOXKECRMmkJ2dTZ8+fejRowf6+vqv1Xjh9Vg1bEUSoJecQczTACo61HrbTRIEQRAE4Q0odveNjo4OvXr1Ys+ePXz//fekpKTQt29fhg8fzvHjx/Pt4Sq8GbZ1mpOjUH07w6+de8utEQRBEAThTXmtsTgTExNGjx7NkSNHWLRoETdv3qRTp054eHhw6dKl0mrjG/Gu782qpdAhwc4SgPjbV95yawRBEARBKK4y35u1OG7fvs2OHTu4fPkybdq0YfDgwTg5OZX2ZUrFP2XOHMCZUe2x+vUikW0a4brjt7fdHEEQBEH414p6fJvHx3aRdvE3dBo0puUXKzU6ryRxSZnMkq9bty5Lly7l119/pV27dixfvpyBAweWqC5Jkti6dStt27alffv2NGrUiHHjxhEfH//K86KjoxkwYACOjo4luu67SMe5jurfx0/ecksEQRAE4d/rz62LiGzXjKhFKzlz9CL3vdeTHBtRZtcrkzxzL2vbti1t27Yt8fkpKSlMmjSJq1evUqNGDVJTU2nfvj2jR49m//79BZ5z+/ZtJk6cSJ06dSiDjsdyy6x+MyS+xzg8jsy0ZHT0K7ztJgmCIAjCv86d//3IjqhMnilBLkloA20Cb+P0vk2ZXK/Ue+ZiYmIIDAwstfoUCgXz5s2jRo0aABgYGDB48GB++umnQgO1ihUrcuLECZo2barxdd71OXMAti6qoFmulHh28/e33BpBEARB+Hf67e4TwnMklGYmSEA28DTgdpHnlXTOXKkGcwsWLKBbt2506tQJOzs7Nm/e/Np16urqMnXq1DzPpaamYmVlhayQBLw2Njbo6uoW6zqLFy+mc+fOJW5neWBiXZUUM0MAom74v+XWCIIgCMK/U0JiKgAftnIBLVWoFfG46KT+nTt3ZvHixcW+XqkGczY2Nvz+++8EBQXx+++/8+jRI1au1GzCn6YkSWL//v14enqWar3/FKn2tqp/71x/uw0RBEEQhH8hSakkITUTAPvq1THSUwAQ+bTs5rOXajCnr69PYmIiAPb29ixZsgQ9Pb3SvASrVq2iatWqfPbZZ6Va7z9GlSqqfyPKbqKlIAiCIAgFS4oJIy5LlXPXrnpNjA1VcVBsxPMyu2apLoC4fv06M2bMoF27drRu3ZpatWohf2lbqcePH7/W3q67d+/m1KlT7Nu3r9Ah1pKaOXMmOjo6gKqb810dcpW92IlDlpn1llsiCIIgCP8+z+5dI/XFlP7q9ZtibGxIWGQCCTFxhZ5z4sQJ9bz9zMzMYl9T42Du3LlzVK5cGXt7e7S1Cz7N1taWhw8fcuPGDS5cuMD69eu5c+cOu3fvxsXFhdu3b5d4kcGePXvYvn07Bw8eRFdXl8DAQKpWrVrsuXGFWbx48TufZw4AXdUnAFkJfhgEQRAEQXg9T+7eAECSgYNTLUzMTYEwEuMSCz3n5U6kxMREvv3222JdU+NhVldXV0aMGMHnn3+Or69vgWWGDh3K/v37qVOnDh4eHvj6+nLz5k12795N69at1UOwxbVnzx7WrVuHj48PWVlZJCcnM3/+fMLDwwFYu3ZtifPY/dPIXwxryzJEMCcIgiAIb9qzhw8AkCm0MDU1xdxKtTtTUnJamV1T4565mjVrcv78+VeWsbS0ZMiQIfmet7a2pmfPntSpU6fYDYyIiGDw4MHk5ORgZWWV59jChQsBePr0Kffv31c/n5aWRpcuXYiIiCAiIgJXV1f69OnDxIkTi339d41cTzXMKs8Sw6yCIAiC8KZFPXkKgKmBHjKZjIq2lQFISs0os2tqHMw1aNDgtS+WmyuuOGxsbMjOzn5lmeXLl+f5Wl9fnzNnzhTrOjNnzsTd3f2dnSuXS/5imFWe+erXTBAEQRCE0hcbrlroYGqqStxvU9UBgKSMbJQ52ci1Cg+9Tpw4gZ+fX7GvqXEwp/9iYj3A/v37OXLkCA0bNsTV1ZWGDRsW+8LlzT9lzpyWngEAcrEAQhAEQRDeuPgXCx3MLcwAqPyeMwBJSoh+GoiVY61Cz+3cuTMtWrQo9pw5jYO5l3db6NOnDy4uLtSqVYvRo0djYmLCokWLSn2F6Zt048YN6tWrh6mp6dtuymvJDea0skTPnCAIgiC8aYnxKQBY2Ki27nKs3VB97Mn9m68M5kpK42BOqVTm+bpatWp06NCh2NFjeTVnzhzS0tJo3bo17u7utGzZEoVC8babVWzaBqodILSyct5ySwRBEATh3ychRTU3rpJ9VQDsHJ2QZCCT4FngXZp2Kf1rahzMHTx4kAoVKvDhhx/SoUMHDAwMsLEpeMPYgIAAnJ2dS62Rb0JgYCAGBgacOXOGM2fOYGpqSpcuXfj444+pUaPGO9PrqKWrGg7XFj1zgiAIgvBGpSZEE5+p6kyxc1L1wOnq6qKr0CIzM4fnT4JfeX5J58xpnJokOzubXbt20b17dywsLHBzc+PWrVv8/vvvZGTkXaExf/78Yjfkbbtx4wbfffcdH3zwAVpaWsTHx+Pr68vgwYMZNGgQ27dv58GDB/l6KMsbhaERAFpZSqRy3lZBEARB+CeJeHiLpBez0t6r46J+3lhflRM3JuzZK88v6d6sGvfM9ejRg127dnH16lVOnz7NmTNnePDgAW3atEFHRwcXFxfatGlDy5YtCQwMLHZD3jaFQkG7du1o164dsbGxHD9+nCNHjvDgwQMCAwNZvXo1AIaGhpiYmCCTydQPuVyOkZERxsbGmJiYYGxsTMWKFWnRogXOzs5vtFdPW8+A3D65rIxUdPQrvLFrC4IgCMK/WdCtq4AqYXC1WvXVzxsZ6ROdkErc86gyua5MenllwyucOnWK9u3b53lOqVRy+fJldXD3+++/k5KSgkwmIyfn3ZizlZiYiImJCQkJCQWuZn3w4AFHjhzh3LlzhIaGFrt+a2tr+vbty+DBg9/IHLyQ6+dI6q4akLf7MwBjS7syv6YgCIIgCPDDrE/xXvE9krYWt5LS1VuaDmlcneu3g2hZy46N15+8so6i4pKCaBzMaSI7O5sLFy4wfPhwHj16VFrVlqncF61LlwXUqGHHzJm9sLIq+MWLiori9u3bpKWpsjhLkoQkSeTk5JCcnExCQgKJiYkkJiby6NGjPK+Bg4MDnp6eNGvWrEzvJ+LBVWLd2gBgff4qFlXfrbmLgiAIgvAuSYh4wvVxPdBz68K53y+z7cApjI318Y9KVpeZ2KkZZ85eoV4lU3yDYwqtK3fO3LffflusYE7jYVaNKtPWpnXr1jRp0qQ0qy1zRkaVePRIj4cPozl5cjPt2lVh5MimNG7skKecpaUl7dq107je0NBQfvzxR3bu3ElwcDDjx4+nZcuWTJgwocwWiOjoG6n/n5maVCbXEARBEARB5eamhQT/cY9qVx8QZ6R6DzYxNsxTxsLGGoCklFdv6VXmeeaKw8vLqyyqLTM5OZn07l2d48efkJycxc8/P+Hnn5/g7GzK4MEN6NmzIbq6xR8itbOzY9KkSbi7u+Pt7c2lS5fw9/fH398fR0dHGjRoQMOGDWnYsCGVK1culbl1Cv2/foCy0pJfUVIQBEEQhNd1+dfzfB+fhYU8izoJqn3RzcxN85SxqlIFgKS0sknoX6rDrO+il8emtbV12bv3Krt33+Lx40R1GTMzXT766D06d65JkyYOaGlpvAhYTZIkLl26xDfffMO9e/fyHTc3N6dmzZrqh7OzM7a2tsUO8DLTknlYU/UJQG/3Pqq16FrstgrlU1Z6KooXSaEFQRCE8mGibQXOxOTtcWvfqSVr/P7az/7gpv8yZ+I0FMAfMbHoVTAptL6SzJkrsmdu9erVDBkyBAsLC40q/LuEhASWLl3KkiVLSnT+m5K7N+uIEZ0ZNux9/P0fsW3bFX777RlxcRns2HGXHTvuYmCgjZGRAqVSIidHQqmUkCTQ09NCX18bAwMFBgYKzM316NjRic6da6Ovr4NMJuP999+nWbNm3L17l2vXrnHjxg2uX79OXFwcsbGx6l67XBUqVMDJyQknJydq1Kih/r+Ojk6h96HQNQAZIEFWquiZ+ydIjArl+qiumN4PJs1jAu9PLN+/S4IgCP8WMU8DeJKQDkC2rgLtDFXPm3WVqnnKValRG4AsIPTBTaq7tCmwvpLmmSuyZy4rK4spU6bQsmVLBgwYoF6ZoYnDhw/j4+PDt99+S6VKlYrduDehqAj42bM4fHwucupUMCEhxQ+ODA216d3bGU9PN3R08sfOkiQREhLCrVu3CAgI4P79+wQEBJCSklJgfQYGBrRt2xY3NzeaN29eYGB3q7oxWlk5SN9+Q52PRxa7zUL58ez2H4SM6o3x8wT1c9EDutFmyU5kxfhdFARBEErfpe0rGD16OjkyqNSiNc8u+iPPUTJnw1r6jxyvLhcT9Zy2drYArPZZS4eB4wursuxWsyqVStatW8e2bdv4+OOPadWqFc2aNct3kdTUVK5cucK5c+fw8/PDzc0NLy8vDAzK79BQcV60Z8/i8Pd/TEZGNlpacuRyGdraqjfUlJRMkpMzXvybycOHsVy9GklOjurlrV7dhK+//ohatWyLbJNSqSQsLIwHDx6o89wFBgYSFhaWp1yFChVwdXWlU6dOvP/++2hpaQFwrbYZuimZZK1YRoO+E0vysgjlQFTQHUI+boNecgbZOlrEv1eZiveeqo717kLb/+5/yy0UBEH4d/t+RCf+6/sr2Xo6HL58g+FDB5OanMyPfkepVq2aupwkSdQ3VCDlSHjN8WDwrP8WWmeZpyZJSkpi+/btHDlyhDNnziBJEqampsjlcmJjY8nJyaFZs2Z8+OGHjBo1ClvbogOXt60kL5qmYmKS+fbbc+zadQ+lUkKhkDNoUG2mTGmHgYFuidp67tw5fv75Zy5evJgnl5+ZmRldu3ZlzJgx3Gthj0FCGukL5+EydFpp3pLwBp0Z1wWrY+dIM9LDbNN2HJp14uz4j7E+fp5sHS2q/n4PIwsbdRAvCIIgvFlfNrTjx3vhWNpX4vSDUIKDg4mJiaFx48b5yrY00ycxNZNPRvRkynd5P4z/9lsQt29HUreuDfXrm725PHM5OTk8f/6ciIgIcnJysLS0xMbGBj09vZJU99bkBnMTJkzA3d2dzp07l/o1/vjjEdOnnyAiIhUAKyt93N2daN/eCRcX+xItqEhMTOT06dOcOHGCP//8U73NmK2tLf0e+uOSkkbKbE+afjq3VO9FeDOiHt/muVsL5NlKIsaPRq9Nf27dusWdWze44bOJpGwladZWmFV2pG7duri4uNCnTx8qVqz4tpsuCILwr6DMyeZTK0MuJmfTxr0j6/efeGX5D+1MCY1KoueHzVlw6Pc8x2bO9GP//gBq1zbAzu5usfPMidWsZdgz97LU1AxWrjzNrl13ycr6a89UAwNtnJ3NqFfPikaN7GjWzB5Ly+K1IyYmhqNHj7Jx40bS09NJvX8TL0M5TrM9aD5pWWnfilDGEhMT2TqkI2Hnr3NLJieqWl1e/iVNCn6AIimFbF0FFWrUVT9vamrK3LlzadOm4Im1giAIQul5eu0Mw1t1JCpH4otVXzPys8mvLN+3th33HoXj2tiJb/zv5znm3nkpt+5n09JFxoZtk0p/NatQOgwMdJk160MGDHBh8+YLXLoURkhIMqmp2Vy7FsW1a1H88MMdACpVMqBWLQvq17ehadOqNGhQpcDFE7ksLCwYNmwYrq6ueHp6cj3gFqfScngv/dXJCYXyIS4ujqtXr6of9+/cIjPgHjIgx9ocQ1R7B9eqVYtatWphkBqB+fpvMZTJyPnPp4TEZ+Dn50dcXBxTpkxh0KBBTJ48uViLlQRBEITiuf/rYaJyJHK05LTqUHQaMFMzEyCcxLjEfMfCw1PIyVGQ/DyoRG0Rwdwb9t57VixZ0g2Ap09juHgxmKtXn3HnThSPHiWQlaUkPDyV8PBUTp0KAS6jUMh57z0T6ta1pHVrR9zcaqFQ5P/WVa1alY8++ojrP/2PeKWEMiP9Dd+doKmYmBh+/vlnfv31V27cuMHLHeSpEaEYAI5GOrhNn02z5i2oW7cuurqqeZZKZQ6X/XZhFJXIwxsXsWr6GS4ulXnw4DbR0U84ePAST58uwMvLA0tLYxHUCYIglIH7534DQMtAl/fee6/I8maWqmkwSYn5s1UkpajmPlfQyyxRW0Qw90JunrmymDNXmKpVLaha1YK+fVUTJTMysrh+PYQrV0K4eTOCu3djiIhIJStLyf37cdy/H8f+/Q8wMzuDm5sDAwa4ULdu5Tx1WlhYgExGvBKUaalv7F4Ezdy9exdfX19OnjxJdna2+nl9fX0aNGhA/bq1MVk2A2c9XVL/8yktJ+RdjZyQkMrZs4H42Y0hMDWH0H26yP3OvjhqSHZ2DbKzs3n6FP73v3UYGuphZqaLubkelpYGWFoaUKmSEdbWRtjamlC5sim2tqbo6xeeu1AQBEHIL+RWIAAO9pU1WohW0VaVoi0pNSPP8ykpGaRnqD5062onMXPmzGK3RQRzLyxevLhM58xpQldXwfvvV+P99/9azhwZmcjFi8FcuxbKjRvPuXMnlri4DPbuDWDv3gCcnEzo0aMW/fq5YGJiQMWKFZHkMuJzRM9ceRIcHMw333zDmTNn1M+Zm5vTsWNH2rdvT6NGjdDS0uKKzxL0lTnk6GhRa8gX3L0bxrVrIdy6FcHt21E8fJjwIlG1IVJ6OiCho1BSq7YVGRk5xMamExmZTHp6FkqlktTUDLKylERGpnH/flyh7TM21sHcXFcd8FlbV8DGRhXw5QZ9pqYGopdPEASBFzlAo1W5Zxt9oNme7VZVHABITM9GUirVuUKfPo1Vz4uu4WTFhMWLy8ferELpsbIyxt29Pu7u9QEICYll795rHDnygGfPUggMTGD58gusWXOZDz6wo107GyTkZAFpSQUnHhaKplQquXbtKb/88oCrV8NJSMggLS2bnBzpRX5BGXK5HC0t2UuPv76Wy+Voa8uRySSio6OIiYkGFMjlHTE0NMDa2gpzczNCQuT88EMw33//mMzMHGLvJoLpZyTqVCCy0wHS03PytU2hkFOrVkXsI3+jWdxNrHs3wHWeZ562b9myk61bdyOXV6BFi45YWjoQGZlMZGQK0dFpxMSkEx+fQe7obmJiJomJmQQHJxX6mujqamFurou1tQGVKxtjb2+Kvb0Z771nyXvvWWJoWPx0O4IgCO+iu7u/436mkhxtOR27D9DoHDsnZwBSlRKxEU+xsHUAIDgoCgBtLXCoVrmw01+pTIK5LVu28Mknn5RF1f96VaqY88UXHZgypR0XLwaxZ891Tp16Snp6DidPPuHkySdoW0/BIPUnEhLz71jx7NkzKlasqJ5/JfwlKyubc+cCOXbsPr/9FkpsbEbRJ72CUqkkKyvrxXw4A2QyGQqFgvh4Oc+eJQN5vz+SpERK1wf0QUcHuZYqkDM21qF6dVNq1apIy5YOtGr1HgYGupz+bC/WP90h6lreORZyuZzRo4fw/PkT/ve//3H2bBCrVq2iZUu3fPcbHp5ASEgcERGJhIcnEhGRRGRkClFRqcTEpBMTk65efZ2RkaOez3n9enS++zUz08XOrgLOzhbUq1eJRo3scHKyLlHqHUEQhPLs1pGfyQYUpsY0b9FCo3OqOtdT///J/RvqYO7OzUAkwFA/G4fa9UvUnjIJ5r788st3Lph7G3PmXodcLqdFi/do0eI9kpLSOHDgOgcP3uX+/TiSUhRkarsTmnQ+zzm3b99mxIgRNG/enG+++eYttbx8yclRcurUfQ4duoO/fxjJyVl5jtvZGdKsmS1VqphgaKiLQiEnJ0ciJ0dJdraSrKwc9de5z2VnK3nyJIS7d++hVKq+V/b2DtjaVkaSVJnAc3JUe/oqlUokCbS15SQ+vo3hs1BkujJsu/XG2dkKF5eqVKliVuDwpnHzD+Cns5jeD0KZk41c669fZ5lMxvTp0wkODub69evMmzeP/fv355lKoFBoq+dtFkapVBIXl0pISCxhYQk8e5ZAWFgiISEJPHuWTHh4Cqmpqrl/cXEZxMVlcOtWDPv3PwBAX1+bmjXNaNbMjnbtnGjY0E4M1QqC8E6LCrrD/Re9ac1at9K4c6Rq9dpIqLZPD31wF5f23QF4HKja3UlXkc6z+DR2lmDOXLHzzKWlpbFo0SL2799PaGgoaWkFp794eXeC8uxN5Zl7U27eDKVPry2kpcuoapnNqQtfoqurAODQoUMsWLAAHR0dfvvtN+RyOQ8ePODrr79m6NChtG7d+i23/s1JS8tk/frzHDx4n8jIv36GZTKoWdOMDh2q8dFHdXjvPati1atUKlm9ejU7d+4EoEaNGixcuDDPti4FkZRKLjW1xSg6iaiB3Wi71LfIa8WGBBLRuiEAer57qdbyo3xlYmJi6Nu3L4mJiXTr1o05c+YU636KolQqiYlJ5tGjaB4/jiYgIIr796MJDIzPFxgDWFvr4+pqT79+DalXz65U2yIIgvAmnPP24PM535Aqk+G990c+dnfX+NwmRjqkZ+bwnymjGLN0EwA9uizmyq1sqlSMxP/6NyWKS4rdMzdhwgS2b99Oy5Ytady4cb6N3iVJYt++fcWtVigl9evb4WDmz/2IVoTFKJgz5yeWLVNF/5GRKWRmfoyWVjq3bz+mfv3q7N27lytXrnDv3j127979TmzB9rpOnrzLwoVnCA//a7VvvXoWfPihEx9/XJdKlUxLVG9OTg5z587l+PHjALRv35758+ejr69f5LkPz/0Po2jVfDWnYVM0up55FSceWJtg/DyB8HM/FRjMWVhYMHnyZL766isOHz7Mhx9+SLNmzYpxV68ml8uxtDTG0tKY5s3/CliVSiXBwTFcuxbCH3884fLlcMLDU3n+PI09e+6zZ8996tevyLBhjfj443qit04QhHfGrR/9SJdAMjbkg7Zti3Wusb4O6ZlpRIWGqJ+LickCZOjJ80+N0lSxgzk/Pz/Onz9P8+bNCy1z4sSrt7QQypYxT6hsZE54Um0OHXrI7NlpGBnpExCQRHy8NvHxFRg06BAffVSdixchK+sjkpOVDB36PaNHd2LgwL/e7LOyssnMzEFHR6vA3HZvWmJiGqGhcTx7Fk98fBpaWnJ0dbVxcamiURC2e/dl5sxRpfLQ0pLRs6cTo0a9T/Xq1q/VrpycHObMmaP+2R8xYgTjx4/XOEh59uMPWAGxjtbUrq15sJXeoA7GP/uTdflioWXc3d05duwYly9fZvHixezZs6fM50zK5XKqVbOkWjVLevd2AeD+/XAOHbrFzz8/JiQkmZs3o5k69SSbNl3G07Mtbdo4lWmbBEEQXld8WBD374cC0KBxoyJ7zp49i8fb+xTGxnrMnOmGcQV9IhPSiHse+VedL9adGWi9wWDO1NT0lYEcqCbZv2vetTlzr2JiZMjjIH/Qr41SKZGYmI6Rkb56bhNAWlo2P/4YSHq6DFANw0ZHw5dfnubDD+tgZmbIo0eR9O3rS3JyFpmZWchkOZiaKrC2NqJqVXOsrAyxtzejbt1K1K9v91qrGf8+Nyt3Mn5ERBJRUalERalWYL58Dy+Ty2XUqmXGsGGN6NmzUYFlMjOz+eabSwA4O5vi7d2VWrVevydSkiTmz5+vDuTGjRvH6NGjNT9fqcTwnL/qi44di3Vtw2at4Wd/TO49yjdvLpdMJmPmzJn079+f0NBQNm7cyKRJk4p1ndJQs2YlatasxLRpSk6fDmDr1itcuhRBQEA8n3xyCDc3exYv/ggTE4M33jZBEARNXJ39CVfTc1DKZXQfUvjaAEmS2LnzT77+2p+UFNWUkz//DKNCBVsglvgYVaqorKwcklJkABjppHLixAn8/PyK3a5iB3Pjx4/Hz88P91eMEffu3Zsff/yx2I15m8pDnrnSYmZshDI7BOlF5pqUFNWqzPR0VSBkYpJDnTqGZGYaExYWgLZ2CqamNty8KSMzM4uQkBjMzAw5d+4hycmqfGVKpWoOZExMFjExsTx4kIi29l8/PgqFnJUrO9OpU508bbl9+xkrVpwhJiaN7GyJrKwcsrKU5ORIL1Z7ZpKZKZGeLiFJMo3vUaGQU6GCAqVSIj09h4yMHO7ciWXGjF9xdLSgYcOq+c7Ztu0CkZFpaGnJWLWqW7HnwxVm06ZN/PTTT4Dq92PUqFHFOv/huf9hGKtKI1O937hinevQoTdRC73RTckk5NpZ7Jt0KLBclSpVGDNmDN988w3bt2+nc+fO1KhRo1jXKi1yuZwOHWrRoUMtfv/9Id7eZ7l3L46TJ59w48ZWli3rTKtW1d9K2wRBEArz4PR+Hh7xJ0EJko0lHdwK7/zZuPF3vv76AgDGxgpSUrJ59CgeKasnCkUMiS+64549i3/x3idhZpRD586dadGiRdnnmZsyZQqbN29m4MCBNGnShIoVKyKT5X0TfjkxammIjo5m4sSJXLx4kaCgV+9bFhMTw5QpU7hz5w6GhoZIksSyZcto2bJlqbapPDM1NUaZnabOIZaSokpdkZGhCsgUimwqVw5lyJAhfPrpepRKOatW+dK+vWrS/bNn0dSvX5XYWNXCAAsL0Nb+EwsLW3R0zAgPT0Sp1MPWtgaRkZk8f55GVpaS77+/kieYCwmJZfTog/lSfEiSRHZ2doGLZHR0dNDXV2BhkTeBbaVKRlSqZEzlymbY2ZlSsWIF9RBmZmY2Z88+YMGCM0REpLJnz/V8wVxGRhZbt14H4MMPHUotkDtx4gQbN24EYMCAAcUO5ADCfvwBS14MsdZwKda5ltXq8riiEUbRSTw7e6TQYA5gyJAh/Pzzzzx48IAFCxbg4+OjUdbystSqVXV+/LEaW7b4s3r1ZSIj0xg9+jDz539Av35N3mrbBEEQcuVkZRI6cwo7krLI1lXQa9AIrKwKfx/Zv1+113rjxpasWtWd27dD8PI6TdRzBbrW7iQmbQfgyZNYJElCLgMby5KPbhU7mLt8+TKzZs0iKiqKPXv2FFjm78Hd67h9+zYTJ06kTp06aLLw9j//+Q9PnjzhwoULKBQKvvnmGz766COePn2KkZFRqbWrPDMzMyUn668VmqmpqmAuM1MVPMnlSkJCQggODgbA1tYWc3MzdHQkMjNlREWpPjHExakWCEhSIhkZoXzyyUjc3d0ZOnQoAQEBmJnFsX//Jo4cucUXX/zM9etRPHsWR+XKZiQlpfHpp/uJjc3A0FCbIUPqoqurjVwucezYEeLiYgHVNlY6OnISEp6jVKaRk5PAp58O55NPPtH450hHRxs3t9rcuRPBunVX+eWXYObPz0ZH568f723bLhAdnY62thwPj+JNWC3MgwcPmD9/PgAtW7ZkyhTNFi68TFIq0T/3h+r/HYo3xJorra4zRmf+JPPKpVeW09bWZvbs2YwYMYJ79+6xd+9eBg4cWKJrlia5XM6nn7amTZv3+M9/DhMcnMSXX54hLi6NsWPbvO3mCYIg4P/Vp5wKeE6MEoyqOTH5FX/vAwIiePJE9T76+ecfYG1tirW1KZ6eaXhO/YWEdBuMss0BCA1VDbca6OdQyaFKidtX7GBu4sSJVK9eHW9vbypXroxCochzXJIkevfuXeIG/V3FihU5ceIEvr6+HD16tMjyN27c4KOPPlK3q3379kyaNImAgACaNCn8k/4/ac6cqakJMiTkclXwm5amGq/PyFAlf5XLlYSGhvL48WMAHB0d0dXVRUdHSWamFtEvtiiJj08nJycHuTwTfX1DOnXqhFwux9PTk08++YTr169z8uRJPvywPQsWnCE+PpM9e64yeXI7Jk06yOPHiWhpyVixojMdOtRCkiS8vLwIDz+Ljo4OU6dO5aOPPkJXV5eYmBhmz57N5csRbNiwgcTERD7//PNi3Xe/fi5s2HCNhIRMjh+/Q7duDdTH9u5VfUrq0sUBB4eKr/X6AqSnpzNr1iwyMzNxdHRkyZIlJerlenj+EBViVa939X5jS9QWnfoucOZP9B4FF1m2du3a9O/fH19fX7Zu3UrPnj3R09Mr0XVLW82aldizZwiffLKX27dj+PrriyiVEp999sHbblq5IEkSoaFx3L8fQXBwLGFhiSQlZZCamvXikU16erY616HqISGTqXbv0NfXRl9fGz09bfT1Fejra2NgoEBfX4GhoQ6mpvqYmxtgbm6ApaURFStWwNTUQCR9Fv71rvgsIfP7vRxJySHb1JjxHp+/slfu8OHbAFhZ6dO4sb36+e7dG/HfFWcJCc0mxbQDOdlZBAdFIgF6ikzsatR6c3Pm7t+/T1hYGIaGhoWWGTRoULEbUhgbG5tile/VqxeHDh1i5syZmJiYsHv3biwtLXF2dn7lef+kOXMWlqpgRUtLQpKkl3rmVMGdXJ5DZmYmFy+qVkA6ODigq6uLQqEEtIiNVfXIxcenk52djVyeRdeuXdUpNho0aECXLl04duwYq1aton379nTs6MD+/Q/46adAjIx08fcPB8DTswUdOtQCYNeuXfzyyy8AeHl55Zl3aWFhwdq1a1mxYgX79+9n165dtGrVivfff1/j+7a1NaVJEysuXXrOgQO38wRzCQmq16BVK8fivZiFWLNmDUFBQSgUChYvXvzK34dXCTu0E0sgzsGK2s6NS1RHRZdWZLMR4+fxpCZEY2Dy6mB11KhR/Pjjj8TGxnLgwAEGDx5couuWBTMzQ3buHMzYsXu5cCGC1asv4+hozocf1n3bTXvjlEol9+6Fc+pUIBcvhvLgQSzx8ZlFn1iK5HIZRkYKjI11MDbWwdRUDysrQ6ytK2Bra6zet9fOzkydz1IQ3lXh9y4TcuYwDUdMR0e/AgABv+xB9tUi1iRkkaavS833W+f7mylJEnfuRFCtmgUGBjqcOqWaDta2bZU8GQ0UCgUffWjJhs1PicuoypXfLvPwgWrBqI52Kg61GlKrSes3M2euVq1aeSa+F2TatGnFrbbUfPXVVyQmJmJvb4+lpSUGBgacOXPmXzPECmBuaQmAtpYSJX8Ns+ZuyySTqf7N7ZlzcHBAW1sbhSIHUBAfnw5AVFSSaixfnkGvXr3yXGPSpEkcP36cyMhI7t69S9++Ddm//wFPnyazcqVquK9TJ3tGjlTNVYyMjGTNmjWAKuAuaAGNtrY2np6eBAUFceXKFebPn8+ePXuK9b3r2bMOly4959KlCJ4/T8Da2gSAzEzVPevpvX56ld9//529e/cCqtfByankKTV0/VUTZJXFzFX0siqN2xOkmj9LyOVfce7Y/5XlzczM6NevHz/88APbtm2jd+/e5aZ3DkBfX4fvvutHv34/EBAQz/Tpv2BnZ0bduiXbs/BdExISy+7dVzh69CFhYfn3V9bWlmNlpYe1tSFGRjoYGCgwMFD1rhkY6KBQyFEotNT/KpUSaWlZpKRkkpqaRVpaFunp2S/+n63+f3JyFomJmaSk/LViXKmUSEjIVH8YepUKFRTIZKpzdHW1qFhR/8VDNe/VwECBjo6qV9Dc3AArKyMsLY2wsjJCX1+nyPoFoaw9mjAQ80fhXPjffhrt/JWgs4dQek1nc0wGAcgxes+ZOXPn5cmvm52dw/TpR/DzC8TGxpClSzvz6FECAF271sp3jcGDW7Bz9xOSkrVYueYSkTGq3y0tKYn36pbsAz2UIJjz9vbmiy++YMGCBZiZmRVYpnnz5oSFhZW4Ua9j0qRJXLx4kcePH2Nubs6OHTsYOHAgp0+fxtzc/K206U0zNjVHAeTIleS8+EMOkJWl6pmTyfIuPHB0VPVW6eionk9IUC1YiI9X/WtkpJMvYLGysqJ69eoEBgZy5coVRo4ciYODEcHBSWRnK7G21mfx4o/V5X/55RdycnKwsLBg6tSphbZdLpczb948+vfvT2RkJMuXL+err77S+N4//rgeixadJzk5iwMHrjN+fNsX964K5nR1Xy+YS01NZdGiRQC8//77DBig2QbLBXl2+w+Mw1XzJap8XPLeMX1jcxIqmWESFkfMtd+hiGAOVIsh9u7dWy5750AV0G3c2IfevXcQHZ3OhAmHOX78k3/0m/7Dh5GsWnWOX355glL51/xgS0s9Gje2oWlTOxo1qkLNmjZoa5fdwpWsrGyio5OJjk4mJiaFmJgUYmNTiY1NJTo6lago1d690dHpxMdnqBdavbzjR0pKNrGxGTx4EK/RNfX0tDA21sHMTBcHBxOcnCpiYqKHtrYcfX0dLC0rYGlZAWtrY0xM9EWSaaHUJTx/itmjMJKVUPH+U+51akSF2GT8krM5nQV67zkxzXMGjRv/FXAlJaUzbtx+Ll+OACAiIoXRo/8HgLm5bp5E6rnsq9fAzuwp95LtuXQtDUl60dFAAjp6RSeYL0yx39nmzZvH06dP2bJlC9WrVy9wNWtsbGyJG/Q6UlNTWbduHT4+PurAbciQIcydO5dvv/2WL7/8stBzZ86cqY62O3fu/E7PndPWN8BUS0aUXElmzl/BXPaLD9xyed5gzsHBAQAdHdUPVVKSqnzuJ/TCOm1cXFwIDAzk6tWrjBw5ko8+cuLbb68il8tYsqQTxsZ//WDmDq926NAh364hf1epUiWmTp3KV199xU8//US/fv2oW1ezYTZdXQX16lXkjz/CCQlRfTrK3TNVdfz1grkNGzYQGRmJvr4+c+bMea03leDDP2AGJFtUoNYrVqFqIqO6I4TFkXnnpkblzc3N6du3L9u3b2fbtm307du3yO/Lm1apkinffuvO4MEHCA9PYdmyk8ybl3+Xi3ddcnI6ixb9zI8/BqqDODMzXTp3dqRPnwbUrVv5jQYvCoU2lSqZapSEOzMzm/DwBEJD44iMTEJLS45MJiMpKZ3w8CSiopKJjEwhJiaNzMwcsrIk0tOzSUjIVK+uB0hPzyE9PY3IyDQCAuI5ceJJodfU1pbTokUlvvmm9z86uBferEc/72FLfBZnM5R0r6DNQCmJI6k5bM2Uoe9Uk159+tGvXz91+czMbIYN8+XOnRgAOneuyqlToeqOgw8+sCtwHrVMJkMK9aNh7U8IDNYm40WyBz0pVj1PPDOz+NMpiv3Odu7cOapUqYKNjQ3JyckkJ+fPWPy29mXNzs5GqVTme1PS0dEpMsD8J82Z0zE0xkwOsbIcJEkiLU0VlOX2zL08Sm5ubq6+bx0d1fHk5CyysrJJTVV9H18VzO3Zs4cbN26Qk5PD6NGtePo0nsaN7Wjd+q+evIiICG7eVAUZbm5uGt2Du7s7P/74I7du3WLr1q18/fXXGt+/np7qFygzMzvPvwD6+iWf15O75RnAZ599hrX1a+4acfYMAKktmiB7zTdrRe16cO4qOoGPNT5n6NCh7N69m9jYWH755Re6du36Wm0oC40a2TNsWB2+//4Wu3ffp1u3eri45M8h+K46cyaAL7/8hefPVavPra31GT3ahUGDmpaLHVeKoqOjjb29Bfb2FsU+NzU1g+fPE4mOTiYqKpnY2FSePUvg0aNYgoMTSE/PeTFEnE1ycpa6BzA7W8n588/4z38O8t13/cjOVnLq1H0aNLArMABNTk4nOTkDuVxGTo6SmJgU4uJSMTTUpVIlYypWrICWllz09v3LxZw7iX+6kix9XQ6Z2+AfE0GYlj4VnKrRqlVrpk+fru64kiSJ6dP9uHMnBrlcxowZzRk+vCXHjt1k2rRfycpS4u5eu9Br6eRkEHx+BQMHD+ZelD3xSUpMooL5739PA6o948t8zpylpWWRud4qVapU3GpLbO3atfj7++Pr64uxsTEffPAB27Zto1evXigUCs6dO8eDBw9YtWrVG2vT26bQM8RULkMuVwVz6el5e+bMzIzIjcFze+Xg5Z65bPWKVgB9/YJThDRqpNppITU1lYCAAGrXrs3XX/fKV+7XX38FVD87DRo0yHe8IDKZjJEjR/L5559z9uxZHj9+XORm9X/dhyqYy/3kn5aW+dKxkr1BKpVKFi9ejFKppGbNmvTvX/RQ5qskPH+KxQPV3nyWXfq8Vl0AZo1aANswCYslIyURXcOiP5iYm5vTqVMnjh49yp49e8plMAfw+ecdOHUqmODgJLy8jnPkyKh3ItApyvr151i9+jJKpYSOjpxPPmnAxIlt/xH3pgkDA10cHS1xdLQssmxOjpLIyESiopI5duwuW7bc5OzZUD77bB/37sUQEZGKlZU+fn4jMDMz5I8/HrFs2VlCQpLUIw1FkctlGBhoY2SkwMhI58WiD11MTPQwNdWjYkVDrK2NsLY2olIlE2xsTEr890Qof8L8r5EFyAwroGdsTpKxOUZAx44dWbBggTpDRlxcKtu2XeTo0UcAjB5djxEjWgHQtWsDrKwqEB6eSOvWhSdlNzI2QIpJ5vn9y2jFniT0UQT2Lq+XKL1Ec+aK4uPjU5K2FCgtLY0uXboQERFBREQErq6u9OnTh4kTJwLw9OlT7t+/ry7v6+vL9OnTad68OQYGBqSmpvL9998XOWz6T0pNotCvgIlchpzcnrm/5sxJEujL09VlXw7mdHVzd4zIyRPMGRgUHMyZm5vj6OioXrBQu3bBn0ROnjwJqH4pivPpt3Xr1lSvXp2HDx/i4+Oj8dy53KHU3Lx6uTtfQMl75k6ePMm9e/fUW2O9brLdB4e3YqiUyNRXUEeDOW5FqdKkAyGATCkRcuU01T/ortF5/fv35+jRo9y5c4c7d+5Qp06dok96w3R0tFm4sBPDhh0kKCiRHTsuqRfWvItycpTMnn2EAwceAFCjhilff/0Rzs5v7kPwu0ZLS64e+q1f346YmFT+97+HnD7912blkZFpeHr6MXlyG8aP98uzkEMTSqVEcrJqIUh4eGqR5WUy1XxiU1NdTE11MTDQxthYlypVTKhWzQJXVycsLf8Zoz3/dFFBdwgKT0DPshGmTh8wZHh7Dh/eSqtWLRk/fhInTz7g6NF7XLwYTmLiX0nwXV0r8/nnefODNmnyXpHXMzEzhqBIEuMSiE9QvdeaWak+1Lyx1CRDhw4tskxpBkT6+vqv3FFi+fLleb62tbVl+/btxb7OP2uY1QgTLRlyWXbeYC5TCZIM46cB6rIvB3N6eqqgLT1dyfPnqoSHMhkYGhY+L6VRo0YEBQVx9erVAn82wsLCuH1blXNH0yHWXHK5nBEjRjB79myOHz/OuHHjsLUtei/VV/XMlSR9QnZ2Nhs2bADgww8/LDRoLY6Ukz9hCMS71Eah9/p7kRpVtCXRyhjjyESirv6mcTBXu3Zt6taty+3bt9mzZ0+xFpu8Sc2aOdKpkz3Hjwfz/ffXGDr0/TJdBFBWlEolX3zxP376STUc/sEHlVm7Vsz9Kq7Fi92JjNyNv384rq52VK9uzubNqt66P//cR0pKNubmunz+eQscHCwwNdVHqZSQy2VYWKjy56WkZBAWFk98fNqLebU5JCSkExubSnx8GnFxaSQkpJOQkEFCQgbx8enExWWog0RJgsTETBITM3n6NClfGytU+I3//KcZw4a9L4Zwy7lrP+7nF5tPeZ5oTewTHRYvvo+9fSdOnJCxefM35OQo853TtKklq1b1KtH31rRiReAhT59FkfZijp2VnR3Am9vOSxM9e/Z85/Zm/SfRNVDNmZORDZJq71KA7GxVsGaVnYahsSEpKSlUr/5X166enqpnTqmUCAqKQZIkdHUl9PULT1vRuHFjDh48yLVr11Aqlfl+sHMDcSsrK40XMbzMzc2N9evX8+zZM/bs2aPRLgu5PXO5wVxGxl+f0A0Miv+meeTIEUJCQpDL5YwZM6bY5/9ddmY6ZjdUvcmG7T987fpypb1nj3HkLTLuXC/Wef379+f27ducPHmSyZMnl9tV3x4eH/Dzz094/jwNX98/GTpU8xyE5cXSpSfVgVy/fs589dVH4o2+BLS1tfj++4GkpGRgZKSPUqnkwYMYzp17RkpKNnp6Wqxf351GjQqfX2lsrJ9nkZam0tIyCQuLJzw8gefPk3j+PInExHSSkzOJi0sjJCSJ4OBEkpOzWLz4d3bvvkXFigZoa8tITc0mOTkTa2tDRoxowgcfOGm0001OjpL//e86V66EMnp0C6pVK3poWni17Owc9u+/xvHjD7hwXouUDNUcaDMzHZKSlOodHEA1BF+/vjlubu/RuHEV3nvPEmNjwxLvdmX5InCLTfvrvcm+1uvl0izRAoiinD9/vkSNEUqHQs8AU7kMGdlIqIYZlUoluetSKmSlsWjhMh49fkzTpk3V5xkY/PWm8uiRaoWOjo5SnSy4IC4uqr1Ek5OTefjwYb7N20NDQwFo2LBhid60tLS06N27N2vWrOHEiRN4eHgUWU9uLrmsrPzDrHp6xeuZy8zMZNOmTQB0796dKlVKvt1KroenD6JIzwYZ1Ph4+GvXl0u7Vh344xbagY+KdV6HDh1YuXIlsbGxHD58mBEjRpRam0rTe+9Z0aFDVU6efMLmzVcZNKjpO7U7wfff/4GPzy0AunZ1FIHca5LL5RgZ6av/7+3tTu/e24mKSmf5crdXBnKvQ19fh/fes3rl/s5RUYnMnXucX355yuPHiTx+nJjn+MOHCfz++2EcHIwwMdFFJpNRt64Vn3zSHFNTA7777jeOH3+IgYECW9sK3L4dTUSEauj35Mlg1q79uMC0FwVJTc3g5s1naGvLcXCwwNzc8F//c5eVlcOIEbu4fPk5ANmZEvq6SizN73Hy7Fbu3Ing2LF7GBnpUquWNS4uVbCyMi216w+duZRr5/1JSUlDV0dBZccqdB/r+Vp1FjuYc3V1LdW9V8uLf9KcObmWNkY6cmRSpnqYNTU1jRylKrOsYU4GLvVr0bpNGySlkvCAK1g7NaRCBVWgI0kST58mIEmgUOS8MqGspeX/2Tvv6Diqs40/M9t31XuvLrJsy3KVK8g22DTbVNNrIAk1EFrCBwklEAIEAgQCCaa3ADEYTDEGbGzce5O7qtWllbb3me+Pu7NFbYtmmzy/cziWtDN3r9Du7DNved505Ofno6mpCXv27Okn5np7ewFgUE9CfzjnnHPw8ssvo6urCzt37sSMGTOGPL5vzZzF4i6ADlTMffHFF2hvb4dUKsXNN98c4M4Hpv2nL5EOQF2UhfKsQp/H+0tS5UwAHyOxqRN2qxliqX9GwFKpFEuWLME777yD1atX4/rrr4/a9/hdd83Fjz82orXVgE8+2YUrr5zu+6Qo4ODBZjz3HJnBW1WVieeeu/C0/0Dlm5SUOHz77a9gNFqRkhIX0b2kpyfg1VeXY926I/jllzpYLGTMmkolRVycFBs3NuLgwW7U1+sAkAjQ3r2d+Pjjw1AoRF5NGzU1xImBpinIZDQ0GituvnkV7rtvJq66arpXE4bDweDgwWbs3t2EfftacfhwNxoadF6+hRIJjbg4iUejhwyZmSpUVGSjqqoYo0cPLlJHAgzD4J57PncJuWmVcZAfWYfd9b+gaHI1lEolpk8vwfTp/onlYMjML8YHB5sGfCxsNXMJCQl48cUXvX7GMAw6OzuxZcsWNDQ04K677gp4I5FmJNXMAYBSKgZAIlJGoxVqtTtkrGLNMKjboUxMw7ZX/oiE5/6JY1csgUJVDqmUhcMBNDXpALAQi+0+pwMUFBSgqakJ3d3d/R7r6SGmuElJSUH/LhkZGZgyZQp27dqF7777zqeY42rmuKkPXJpVJKICiuQwDIMPP/wQAHDhhRcO24qEQ7yVjFFjZvGbJsydUo02ACI7g5ZDW1Ewudrvcy+44AK88847qK+vx6FDh4JKiYeDsWOzceaZuVi37hQ++GBfTIg5q9WO++//BnY7g9xcFf71r8tist4vFpDLpZDLo6f+cP78MsyfX9bv5/fcA2zbVot1647D4fQC/f77OvT2WqHTMZBKRVi6tBRxcVI0NmqQkqLATTeR68Utt6xEc7MBTz21Ca+9tgvV1fnQaCxoadGhtlbr5d83EDYbg54eC3p6LF4//+KLEwA24s9/noerr46uEoaBSniC5fHHv8P339cDAG66aSJmdb+BZ75eAwtoVC+KvI9l2GrmFi5ciOuvHzw1tHLlSlfBu0DkkEpFAEsK/4lJpx4AuTtTOSww9XaSx/bvRgKIwJCdNxlSqRkmE+kMAwCRyLeYUypJAb/R2L8DjIvMDUfMAcC5556LXbt24ccff8Qf/vCHIQ1uuegbl2blGkAkksAuBhs2bMCpU6dAURRv84Z7mk8iub4DAJB59kW8rMmRnFuK+jgZ5HoLOvdtCUjMFRcXY/z48Th06BC++uqrqBVzAHDttVOxbt0pHDvWi6NH2zB2bGDzm8PNs8/+iJMnNS4z7bi46BmdJhA5qqpKUFXljv783/9Z8dlnu6FWG7F8+ZRBTZs//fQaPPzwN/j551NQq81YufJ4v2NSUmQoK0vBhAmZqKzMwbRphaBpGg0N3Wht1aCnx4TeXhM0GhN6e81oaNCgpqYbBoMda9eeiCox98MPh/HIIz+ipCQR779/zbCyBv/97y58+GENAGDZslLce8+Z+GXKlWiws2BTE1A1cyZf2w47AYu5//3vf0M+fvHFF+OBBx7An/70p6A3JTB8xHIpKGcXp8lkh0Zj5LQc4hgzzL1d5BstqeVIaO6CVCKGRMLAaCSdWiwL0LTVp5jjauoGEnNcZG44aVaA3ET87W9/g8FgwMaNG7Fw4eATE2SygSNzgYq5Dz74AAAwf/585DkLVofLiW/ehwqARSlBxTz/Ok79haJp6AuyIK9pgP7wvoDPX7JkCQ4dOoQ1a9bg3nvvjbqJEByzZ5ciK0uJtjYj/vvfPfjTn86N9JYGZf/+U3jvPXJze+WVZZg507dtgcDpiUIhxbXX+hYTaWnxeO21y9HQ0IU339yKEyfUSE0l82/LyzMxbVoh8vKSBxQ9EyfmYeLEga9lb765GU8/vRlHjvQM+3fhA4Zh8OKL6/H663vAMCy6u82ore0cslZxKA4ebMZf/kJq/qdPz8Bf/7oUNatex94OA1gAqQUlvDgVRAreizaOHTvm+gCPJR566CGsWbMm0tvgDbFUDDBEzFksDmi17oHdCYwZll6SEqX15OciGwNTdzMkEjtcqg8saNrid2TOZDJ5/ZxlWd4ic/Hx8Zg7dy4A4Ntvvx3yWC4y5/aZCzwyV1NTgz179gAAr3NLDRvIWDNNxViIJPyLJcZprMwe73+37otFixZBIpFAr9cPaQcUaWiaxjnnkN9zzZraAW0DooVnn10PhmGRnx+HBx8MzJpHQGAoCgvT8NhjF+CDD67DSy9div/7v3Nw0UWTkZ+fElT0aupU0tylVptx6lRkP8MZhsH996/Cv/6126veb+PGwJq7OLRaE+6440tYLA5kZirw4osXQiwWQf3xW1hvdMCukGHJhRdDLI68CfSaNWvw0EMPBXxewDsfzIfKbrejubkZq1evRnV1dcAbiTQjrWaOlUkg9hJzbqEV5zDBqiFFtSK9W+RZ2hohFntHDijKfzHXNzJnNBphd46dGK6YA0gjxLp167B582ZYLBbIZLIBj3OnWcmHPCfquFo6f+CicuPHj0dFRcVwtu2CcdiRsJuE+BVnDG8W62DIyyYAq9dB0dAc8LkJCQmorq7G2rVrsXr1aixatCgEO+SHyy+fgrffPojOThN++eUEzjxzcLf1SLF580ls20YGcN9zz6yoquUSEOjLhAm5kMlEsFgc2LWrAXl5w8umDIcnn/weX31FhNu55xahu9uE7dvbsX17E264YVbA661YsQUtLQZIJDT+8Y/zkJaWgJ7mkzBsPYSTdhaizFQsXbqU718jKMJWM/foo48OvphY7PIFE4gsjFQKCUsKXK1WB/R6MvVBRLOQUIBJS+68xHq3yGPam0DT+a4ZiCTVavI7zdo3MucZoR1umhUAqqqI+abVasW+ffsGbYRwd7MGl2bVaDSuEWRXXXUVb52ddVu+hdz5dyg5j79onycpE6fDDiC+SwejpgvKxLSAzj///POxdu1abN26Fb29vbyI8FBQWpqB8vIU1NSo8emn+6NOzLEsi+eeIymdsrIknHfexAjvSEBgaEQiGqNGJeLQITX27GnGsmWVYd+DTmfGK69sdJUmnHdeEZ5//mL8618bsH17O/bv7wxq3e+/J8JwyZISTJ1aDACoee95/Ky3g6EpTJg6E+PGjePnl4gQAadZ09LSUF9fj7q6Oq//mpqaYDAY8PXXXyMjY2S3NscCrFQCqSsyx7jEnFhElJpd2wsAkBrdHU3S9nbQtBWeaVaWNQ3pMwcAKpUKQP/IHJdiBYDExMQgfxM3cXFxrsL8bdu2DXqc22eOAcMwLjHnb2RuzZo1sNvtSEhIwPz584e5azcta1cCADQ5KUgvDs3YrLzJZ7q+bt7j2xOyL1VVVUhISADDMPjpp5/43BrvLF06FgCwYUOT15SPaGDt2sM4eJCUMtxzz1zBhkQgJhg/npgRHzrkWzTp9RYcONDMS5mDTmfGHXd8hlmz/oU33yT1vnPnZuO55y4CTdOYM4eUVXR0mFBX1xXQ2sePd+DkSQ0AYOlSd2OXadtWbDA54IhT4cKLLopaOyZ/CfgKc+utt+Ltt99GZ2cnCgsLXf/l5ua6BtHGIiOtZo6VSCBhiFAjY2fI12IReeM5dFowDjtkHh+C8d09oCjvdnWGMQbdAMFF5uLj43mrRaiqIl1WQ4s59+vQYrG7WvX9jcytXr0aAKkh47UJYPNmAIC1ahp/a/ZBmZgGXVo8AEB9YHvA50skEleZBDdTN1q56KJK0DQFs9mBX345EentePH66+T1OWVKOqqrx0Z4NwIC/jFpEpkPfOxY76Ai7dSpHjzyyNeYO/dfuOSSj/DGG5uG/bxPPfU9vv++HlarA3K5COefX4xXXnFb+EycmOfyQd20KbC6uVWriFF3Wprcy2j58OF66FlAolLh3HOjp4kq2Jq5gMXcE088gfXr14NhorfoOBieeuqpEWEYzMHKpJA7zCDRNRa9vU4xR5O/G6vTQq9ucwfhACQYLHA4DF7rOBz6oBsg+Gp+8IQTc0ePHvWK/HnCpVkB0vzANUBwXa5DUVdXh5oaUtd2wQUXDHO3bvTqNqScIHVsaWeFtjbDVJhL/j0anEUQ9z7YtWsX1Go1b/vim+RkFcaMSQIAbNhQG9nNeHDsWDsOHCBRuZtvnh7zd/wCpw/TpxcBIA4IR4+29XtcpzNj+fIP8N//HobRSDIe69fXDes5NRqTa8TdpZeOxi+//AYvvOA9r1gkojFxYioAYOvWgc12B2PtWiL+qqvzXRFyq0mPmjbivTpj2hReyoD4YvHixXjqqacCPi9gMZeSkoK1a9f6NG4ViDAyGeSM2SXWdDoSgRM5xRz0ehi6vd+sUgqwm9RgnUVzIhHgcARvTRIKMTdhwgQolUqwLIsdO3YMsh93ZM5stsFuJ7+zROJbzHFRucLCQowfz18q9Pi3H4BiWNikIoxeeBlv6w4ENXo0AIA+GZzAmTZtGpKTk8EwDH744Qc+t8Y7VVVEuG7f3hLhnbj54INdAICsLAUWLOhvGCsgEK0UFKQgKYmIqJ07G/s9vmZNDbq6zJBIaMyezUXxeoYV3Hn33W0wmexQKsV48MGzkZCgHPC4adPIe33fvg6vnxuNNvT0mAY6BceOdaCujthvXXCB+3recmALmpwNclXVZwW992giYDFXVlYGg8Ew5DEPP/xw0BsS4AmZDAoHeYGzLAutlog5iUvMGWD0EHPazERIAdiMXa5zpFIGFIWAInOcEAT485jzRCwWY+rUqQCA7dsHTiN63tEZjVbXbFapdOiXO8Mw+OabbwCQqByfERXN+u8AAL3lJZAqQjtqKG7cJPJvYxvYIC6yIpEICxYsABD9qdYzzyTd13V1WrS1aSK8GzK8+9tvSSTgggtGC7VyAjEFTdMYM4Zcr/fta+33+PffHwMATJ2agQcfJPXEOp0NDQ3BRfDtdgc+/vgQADKvODFxYCEHAHPmkMaF9nYjGhvVrvMvuOBNLFz4b9TX959AtGrVfgBAerp3irXz4HY021kwNIWJU0ZGYCrgK83f/vY3/Pa3v0V7e/ugx7z55pvD2lQkGGk1c5BKoWDc9W96PakbE1HkX9pghLmHFLk6JDTMY0shpSjY9B0eSxAhIJfLYTFo0d14dMCn4sQcwzCwWt01eKGIzAHedXOe4pGjb82c1epfA8TOnTvR2dkJiqJw/vn8jXVhGQaqnaSoVzLvTB9HD5/0SaR1X663oLcluOgcZ0uyZ88edHR0+Dg6clRVFUOpJGn1n34a+PUZTr755hB6ey2gaQpXXjk10tsREAiYCRNIA+Phw96NBmazDVu3EoF31lmjMGZMFhQKck3dvbt/FM8fVq3aj85OE2iaws03D205UlGRD5WKvNc3biQ1svv3N+PUKR30ehtWrNjqdbxGY8Lnn5NrQnV1gdeNVcOu7bABYKQSlJSEbgZrMIStZu6RRx7B9u3bUVBQgPHjx6O6uhoLFizw+i+a62wGY6TVzFFyBVQO0sHKsiwMeqc9h1PMiYwmWJxizqKUQTx2HGQUYNd2us6RSMixcrkc25dORcuCaTi85oN+z+XZ7eqZag2VmONS/C0tLWhu7u+n5p1mdTdA+BJzGzaQ7s9Jkybx2pF9at9GqNQkml14zhW8rTsYOeNnghGRqGLL3o1BrTF58mSkpKQAADZuDG6NcCCRiFFRQexXNm9uiPBugE8/JZGAadMykJ+fGuHdCAgEzpQpZEJEba0WPT3uLNxPPx2F2eyASEThvPPGO61MkgAA+/f3j+L5wzvvEGP22bOzUVIy9DVXLBZhwgTyntq+vcn5r/s9//XXJ2A0uoMJf/zj1+jqMkEuF+G667ybzk7VEJEnUyl4m7nNF2GrmduwYQMcDgdycnJgNBrR0NDQz6bE4Rh60K9A6KFkMigpQOS0IjEYnB2dNBF1YqMZ1h5y52VTyZE4YRokFCCy2SCVknPEYjsoioLdpEPqiRaIbAy0D98Hs77X67m4yBzg3QQRKjFXXFyMtDTyAc5NafBEJnOLOZPJ6jINHqoBgmVZl5g744wz+NwuGtd8AgDQpccjpzz0Mw/FUjm0OeSi13twZ1Br0DTtmrgRzWIOAGbNKgAA7NzZFtHGrI4OLXbsIBmLSy+N3tm2AgJDMW/eaMhkIjAMi++/P+z6+XffHQEATJyYijRnx3xZGbkO19SQIMAvv5zE3/72o2su9lBs21aHI0dI4Oemm/zr8J86NQcAsHcvyRbs3u2uldXrbfj0U/J58Mkne/DDD/UAgDvvnIKxY3O81ulsIO/TvNzsEdOgFLCYS09P7yfe+v7HfdAKRA5KJoeCIr5yLAsYjORDTgxnytFogb2X1LTZVUqkjp4EGUWBYkl6lWVZiEQ2yOVydBzd7Vo3vkOLbY/c5PVc4Y7MURTlmqF39Gj/1JpIREMsJi9tkmblInOD26PU1taipYVcGPgWc/YtvwAAjFMrQYWphsqST4qFbXXBW3ZwYm779u0wm8287CsULFhAGj7UagtqaoKLEPDB2rVHwDAslEoxzj1XEHMCsYlCIcXkycRvbt06Uv9ptzuwaRPJgpx1lntK0MSJWQCA48d7odGYcMcdX2HFij344IOBm9M8eeMNUvM8Zkwi5swZ7dfe5s4lKdHWVgOam3tRU0MCElz69aOP9uOzz/bhySd/BgDMmpWJm26a67WGzWxEpzNTUlI2chqUAv5keeaZZ3we8/bbbwezl4gy0mrmaLkCcorrXmVhMjk7OimnmDPb4Ogld0VMnAoSZRxkzhsUicQOlmVB01YoFAr0HN/vtXbaF9/jxC9fur73bJDwFHOhaIDgKHO+CY8cOTLg45ynnNlsc02C4MyEB4KLyuXn56OwsJC3fdrMRiQdrgcAJJ0RvtmcomJSLEw3BFfLAgAzZ86EWCyG1WodtHM4Ghg9OhPp6eQ1+PPPkfOb27CBWDRMnpzuFR0WEIg1qqvJ9WP79jbY7Q5s3HgCOp0NFAWcf777RoWb52o02vHYY2tcdiVcGnQwGhrU2LjxFADg2msn+R0dq6wscNXIfvbZXnR0kEzQnXeS+tTaWg0eemgtTCY7UlNl+NvfLoBI5J2RaT28HaecnawTZ8zx63nDSdhq5vraT3jyt7/9DRdddBGKiooC3kikGWk1c7RcAQVNQSRinGO5yM+lzsgcxbBgO0iomU2Ih1QRB6nz/aRSHEdBgQQMcwxyuRyGOhL9UhdnQl2cCYphceqlJ93PRdP9RnrZ7XbodMTHJxQjocaOJUasx44dGzC1xnWuWix2V8ifi9YNBJdKPOOMM3gNu9f+8hUkFjtAASVnhdaSxBPlaBK5VLUEN/4GIOlzrnP4l19+4WVfoYCmaUycSCIJBw8O3pgVShwOBjt3ku7wefOKIrIHAQG+OOcccv3Q623YvLkWr75KmgvKypKRm+u+OS8tzXBFxVavdt9IHTgw9HXnjTe2gGFYpKfLcdFFk/3el1gswvjxpJb3o4+Ij6ZCIcK1187CmDHuKUNz5mTi44+XIyurfyChff9WtDg7WSdMCX3ZS6CErWbuscceG/Sxiy66CFOmTMGNN94Y8EYE+EUkU0BBAbQzMsepOQls7mPanF2K8fGQKFTgYgl67R7Mn6+HzdYFuVwOewOJONjzcyG++FIAgLze+86LE3OcbY1G47aJCIWY4yJzRqMRp06d6vc4J+Y8GyA8u1w9UavVOHCAuITznWJtX/81AKCnIB2JmQW8rj0UKWXkAqnQmIg5dJDMmzcPABG7A3UORwvl5aR4+tixyDRf7dhRD52OvLfOOmvkpG4ETk9ycpIxahQRR08+uQ779hFxdvvt3uKHpt1NEJ60txvR0tI74No6nRlffXUcAHDJJWMhlQYWxebq5tRqUvoxdmwyJBIx/vKXs1BdnY2nnpqHFSuuRmHhwI0NdTu2wg6AkYgxarR/6d1YIGAxN9QFfcyYMXjkkUdQWxs9buynKyKFEnKKAu3sXuX+alIPMSfvJGlQOjEJMmUCKIqCBADLOFxiTC6Xgz5FaiXogkKkTCSdpAkdGq9GiL5TIDynM4QizZqRkeGa9zpQqtUzzWpzhtQHa4DYtGkTWJZFfHw8Jk2axO9GnelJ21T/7z75IKvc7Z3UdnDw0We+4OrmOjo6cPz48WHvK1RMnEgMTJubDTAYLD6O5p8ffiD+W0VF8SgoELpYBWKfuXNJCpUz3Z07Nwdnn93fSL283F0jf9ZZ+S67ki1bBp4MsWHDcRiNdkgkNG64YWbA+5o9u9jr+4oKciNXWVmMf//7alx6adWQ/o6nash7VaZSID09PeDnj1b8Gpj5+OOPu742GAx44oknBhR1drsdNTU1iI+P52+HYeKhhx7CkiVLRkyqVSRXQkG5feW4yJwUVoACwAKqXpIyFyUkQSSRgqUpSCnAxrAuMSaXy6FoI0WmiqLRyJk0F40g5zfv3YjSuUsAuMUcl4bnzheJRFCpVLz/fhRFoaysDNu2bcORI0dcvmgcnA2JZwOE55gvTzZtIrMFZ8+ezdsMWQAw63uRfIJEDVPPOIe3df1BmZgGQ7IKqh4Deo7uBc5YFtQ6eXl5KC4uRl1dHTZu3IgxY8bwu1GemDyZfPAwDIt9+05h9uxSH2fwy+bN5O9cVZXj40gBgdhg0aKxePttksqUyUT405/OHrAEpaIiGx99dAQUBdx++xx0d/+APXu6sGNHIy65pP9N7IkT5PMkLy8OKSmBa4WpUwuhUIhgMpHr+rRp+QGd39FAMhX5edHZybpmzRp89dVXAZ/n1yfXo48+6vqaoij8+c9/HvTY1NRU/Oc//wl4I5HmqaeeQkJCQqS3wRsiZ80c7Wx4YJ2xOQntgFUugdTkjtBJkkkkwS4RQUYBetbhEmMSEe3ySEscPQFxKVkwpKigUhvQfXCHS8z1rZnjmh+SkpJC9oYZO3asS8z1hRNzVqtjSDHHsiz27SOGvpwZMV+cWPc/iOwMGBGF0gWX8Lq2P5hyM6DqqYPxxGHfBw/B3LlzUVdXhy1btuBXv/oVT7vjl6QkFbKzlWhtNeLAgZawirmODi1OniSR7PnzR4XteQUEQsmUKYVIT5ejs9OM664bj6KigaNYS5ZUYOPGOowenYrx4/NQWZmFPXu6+o3d4jh5kkxqKCgILugjkYhRXp6CXbs6QdMUqqqKfZ/kxG41o7tbDyB6O1kXL16MWbNm4ZVXXgnoPL/EXF0dCZeyLIsZM2YM2tmmUqkEW5IoQaxQkZo5ONOsXAMEZYdNIfUSc7Jk8iZ1SESQUhTAMK40q8PY6zous4x4ARkLsqFSn4DpyAHXY4NF5oZKsdqtZmz/x/1InjQT4xZfHfDvyNXNHT16FCzLeolGd5rV7pFm7f9yb21tRWcnqQepqKgIeA9Dof75O6QB6CnJgTIx/O8LprAAOFgHtm54ZQ8zZ87Ee++9h/3798NgMIQk0soHo0YlobXViJqa8E6sWLv2CFiWWJLMmSOIOYGRAU3TeOWVJdi79xSuuWbwdKhUKsE//nGp6/sZMwrw1lsHUVenhU5nRny89zjIhgaSti0pCb78ZsaMXOza1YmiojgkJ/s/HrHl0FZXJ2vFTH7royONX2LO06rh7rvv5tW6QSA0SBRxkFMA5exe5ZCKbLBJ5ADczt6yJCI0HGIRpBQZP6XVkjcca+gFAFgVEiRkOMPZpaOAvSeAkydda3CROU7MeUbmBmPTg1chfeUa2CVvo/HTXBRMrg7od+TEnEajQXt7O7Kysty/k4yLzA0t5vbvJ7YrCQkJKCjgt0GB3kn8+djp/hli8o20dCyAnyFrGp73WmVlJaRSKaxWK3bt2sV7kwhflJWlY+PGFhw92n9GYyjZuZOkWCsq0gRLEoERRWVlISorA/u8nzGjGDRNgWFYbNtWh7POGud6jGVZNDURl4PS0uBvcH/zm7mwWCxYuHBsQOe17Nrg6mStmD476OePRgJugAjG/yQWGGk+cxJlHMQUBdqj4QEAZLQDDqX3nZIilXT9MBIxEXMs466J1BFRps9KcRneKssmkn+b3F2SgzVADBaZO/D560hfSf5/i2wMTt15PawmfUC/Y15enut5+5oHc2lWX5E5LsU6adIkXoei67pakOx0GU8/8zze1g2EhDHk7xTX0QvGYfdx9ODIZDJMnkxqX7Zu3erj6MhRUUGaIBob9bBYbD6O5o8jR4h4HD+evxFwAgKxSny8AiUlJIW6fbu3z2VXlx56PXlvjh0b/PtFqZTjD384H9OnBxYJP7l1KxwgM1lHjYrOKHrYfOa2bt2KKVOmYMqUKV4X9ubmZhQWFuLNN98MeBPRwEjzmVM4U6di2NytrACkYgeYOO80mTLFU8xRAOM+QaQj6VZ7jjvqlersaFX1GKDtJFGJwdKsA0XmuhuOwPYwebGqizLAiCgkNXVh84OBpVppmnYV5Petm3M3QDhcYs5zZisHJ+b4TrHW/vgZKIaFQ0Kj9MwLeV3bXzLHk7+TyM6g/Vj/sWeBwNUTRrOYq6wkkWO7nQnbJAiz2Yb6ehJpmDw5NyzPKSAQ7XAdpnv3etsi1dSQ72mawujR4Z+JeuoQuemPT4x3zZ6ONsLmM/fGG29Ar9fjoYce8rJxyMzMxKOPPoo//elPeO+99wLeyFB0dXXhiiuuQHGx70LHRx99FJWVlaiurnb9d++99/K6n1ggLo101UlgczU/AIBczIDtI+bi08mHECMVQwYSmeOQOdOtVL47BZlbMRcsTerTWveRTtChGiD6cuCRX0OuN8MUL0fZu9+i96arAAAZq37AyV8C6+LxrJvzhIvCmUw2OBys1884jEYjTpwgRpd8W5L0bPye/Du2EFKF/zUdfJJaWAab83furBneBIeZM0nNTGNjI9ragvetCyWZmYlITZUBAPbtaw7Lcx440AyHg7xfuI5aAYHTnUmTyOfPiRO9Xs4Xx4+TetaMDDmUSlnY99XZRLIlRSUjr1QsYDH3yy+/4Msvv8Sll17qNZNTLBbjxhtvxOrVq/H888/ztsGDBw/i0ksvRWpqqt+mpf/4xz+wfv16139///vfedtPrKCITwEjoiBhvdNNCikLxLnFhUNMQ6YkXbyMRAIJBa/InEpHausURW5zRZkqAbp0co7aOcjd3wYIlmGQsOsQAMD2m5uRVliG2X98Fb15pKO2+asPAvo9ufrNvsbBXGROr7e6992nnungwYNgGAYikcg165UvpLtJLR41fYaPI0MHLRJDl03uPnVHD/g4emhGjRrl+ltu2xa8b12oKS1NAgAcOhSeSRC7dhHz7MxMBdLTR043vIDAcJg0iQQI9HobGhrcRt5cJ2t+fvjty3RdLWjREA/KcZXh9f0MBwGLOa1W64qGDERlZSXa2/m7kKalpWHNmjWYPn06b2sOxEirmaNoGhaVzEPMEYGmkFGgPHwArUqpqxaOlUrIfFZnZI5lGSQYyYs/cbT34HBzUR4AwHKMCLO+DRCDpVmb9m2AXE+cu4sWXw6AiA7bnFnk6+2BRZBycsgdYGtrq5fY5xogDAYPk+Q+s1n37t0LgFiceM6XHS49zSeR1EwuWlnzl/C2bjDY88j/H1vd8GaW0jQdE6nWsjJSVB2uJghufNiYMdGZshEQiARjxmRBLifX4H373Dfa9fW9AICioqSw76l5989osDNgAUw7M3pLqsJWM0fTNLq6ugZ9vKuri1dfsaysLMhkgYVjV6xYgerqasydOxd33HHHkPvlGGk1cwBgVSkgZZ2RKafOUSpoiOITvY7hYCUSyJzWJABgN5sgc56YPnaK19r0KBKpo08S2xrOrsJkMoFhGHR3kw/TvpG55nVfAgD0qXHIGuNeM2MBET3J9e2uOjx/yM7Odj0v14ELeEbmPCxY+qRZuU7WyspKv5/PH2rXfgKAdACXzD6f17UDhS4uIf82DD342h84Mbdt27YB5+FGA+XlpA6nsVEXlvFjnGicMEFofhAQ4BCLRSgqIpHqgwfdZRlcJ2tJSfinpNRv2wANAzASEcon8jzph0fCVjO3aNEiXHrppa5Zlp4cOnQIl19+Oc45J7xu954UFRVhxowZ+PHHH7F+/XrYbDacccYZsFqtvk8eYdjjlGTigwdKhdhLzNnjlK6vWanE2c1KPgTtZiNkFAWbTIzkXG8T1rhx5M0Qd6odLMN4ReZ6e3vhcBB/u4wM7w85y44t5LiJ3tHd0jMvhE0mBsWwOPHdR37/jpyYA4CWlhbX15xw80yzKhRS19cMw7hew3w3P+g2/QQA6C0vhUgi9XF0aFGNIuljZZvvGxpfcGJOq9W6ag2jjZISEpkzGu1Qqw0+jh4eer0ZTU2kA5urERIQECBw0eojR4iPp9FoRWen2flY+Mdo1e7cBQCg5TIUFRWF/flDTcBi7sknn8TJkydRWVmJgoICVFVVoaqqCgUFBaioqMCJEyfwl7/8JRR79YsbbrgBd955J0QiEcRiMf72t7/h8OHDQY3HiHWY+DjIGPecShHNQhmvgCTRHS1jVG4xB6mU1Mw506yM3QYpBZgTla5ULEfaBFILJtdboGlr8LIm6ehwm7Z6zr5jGQbxB8lcPMXMuV7rSRVx6B1HGly0G9f6/TsqFApX9K+11d3BKJeT+jiDwe7xM3dkrrm5GQYD+bCfMME7hTxcFHvICBzJjMDnDvJN4igyS1GpMcGkGV7qMSMjA3l5JL2+a9euYe8tFJSWul9vJ092hvS59u49BYZhQVFkxJCAgICbcePIjfyJE70AgGPH2l2BgrKyrMFOCxktJ4hNSk5WOq9jG6OFgH+j7Oxs7Ny5E3/84x+xcuVKV+F5YmIibrzxRjz55JPIzAx/y/FgJCUlITExEbW1Q7vgP/TQQ5BKSRRl8eLFIyLlysbHQc6YXeMfRCIW0jgVpInuEDeb4FGIKpMRaxIuPcUwkFGAQ9rf0iOtZAI4V7iepmNQKsmHqNFodIk5lUrlEnkA0HxwMxRacmdWMP+ifmuKZ88F9h6HYtd+sAzTT0AORnZ2Nnp6evpE5kTO/bjFnGdkrrGRvLHlcnm/6OFwaD+2B/GdJN2bd9bFvK0bLBljp4BLWrcf2YWiqkVDHu+LKVOm4NSpU9i9ezeuvPLK4W+QZ+LjFUhMlEKjsaKurhszZvg/6idQ9u4l/2dzclRITFT6OFpA4PSCi1Z3d5vR2anD0aOkvjQhQYK0tPA2QDAOOzrbiMNC6bjAjIbDxZo1a1x1+8FkEoOSp5mZmXjzzTexYsUKdHZ2gmVZZGRkRMXQ2nvvvdere9VgMECr1SI/f2jbgJE2mxUAkJgIBaNxfSsWMZAq4yBLSnUO+QLg0QwBqZQ0QDi7WVmWgYyiwMj6pwqViWmwycSQWOzQt9RDUUasS+x2uytC1lcknVq3CgkADMkqjBszpe+SyF90KfSvvoX4Lh1aD+9Aznj/ZqVmZ2ejpqZmwDQrw7D9fgYADQ0NAICCggJezYLrf/wM8QCxXZl8Jm/rBktCeh7MKinkBit6ThwYtpibNm0avvzyS+zatQsMw/D6/44vsrKU0GisaGzsCenzuJsfgh9LJCAwUpkwIRdiMQW7ncWePU04cYJkBvLy4sKuFdqP70WTmXzqVfTJCkULnkEkrVYb8GzWYV2JKYpCRkYGMjMzIybkXn75Za8IwcqVK/Hdd9+5vv/rX/+K3NxcnH9+ZAvRIwGdmAylw+z6XkQzEKlUkCeleRyT5D5BKoMU6BeZG0jMAYApiTQ9GNsavSJwnFDyTLECgHkb8aQzTBw7YNQtf9IZMCSTdRq+/8Sv3xHw7mjl6NvsIBbTXsKD2yPfo+lMmzcAAHQTx4AWRUco35BFIrGGuqM+jvTNlClEhGu1Wp/R7kiRk0Osd5qaND6OHB5HjxLLhYkTw58yEhCIduRyKfLzyXtxz54WrF9PrrnFxUkBrWPo6cCmM4qw/qYFQe/l1M6fccrOgqWAaXPPCnqdaCZoMbd792789a9/xe9//3sAxOeLs3rgE5PJhOrqajz99NNoa2tDdXU1/vnPf7oeb2xs9HL//8tf/oKnn34a1dXVmDlzJvbv348ffvgB8fHh97WJNOLkVKhYd82cmGYgUqigTHZHzEQe9XOUTAYpBZeYY51ijh2km9iaRCKZ1rYWL8/B+vp6AN6ROZZhEMfVy1UNfGdE0TQMk0n9mmXLRn9/TVcTxFBiTiLxfqlzaVY+57GyDIO4fYcBAPJZ83hbd7g4nNM77A11w14rKyvLJZ6jtW4uL480+DQ360L2HDabA21txIZn3LjoKSsZ6TAMg87OzqjtphbwhmuC+OCDg2ho0IKmKVxxRWANZ8e+fR/JDZ3I+HEb7Faz7xMG4PjObWAAOCRijB3CWi2WCTh04HA4cMMNN+DDDz8Ey7KIi4vD888/j+bmZpxxxhm47LLL8NZbb0Ei4WfgtEKhwPr16wd9/Nlnn/X6/uqrr8bVVwc2FgogNXNLliwZEbVyHJKkFMQxHpE5ioFIGe8l5iSJbn8sSiYn1iTcBAhnmpWVDyzmmNRkAE1wdLYPGJnzFHMdJ/dDqSHTIfKqlw66Z8W0WcBP26E80eD378mJi5aWFrAsC4qi+o3ukkq9xVwoInPNBza5fseChZfwtu5woQsKAewBfYqfqQhTp05FS0sLdu3ahcsvv5yXNfmksDAJAFxiKxTU13e7JouMGhX+zrzTCZvNhk8//RSfffYZWlpaYLfbMWbMGLz//vtRmeYXcFNWlo41axpgNpPa5UsvHYWqqtE+zvJGV7MX3CeQrrO5n7OCPzScrAcAJMUpkJiYOPTBEWbNmjVBNWwG/E545pln8NVXX+Ghhx7C//73P1dEpqqqCk1NTWhra8Nzzz0X8EYizUj0mZOnZCDOI80qph0QK+KgSEgBnFlxabJHylVKInMU406zSikAgxnqpjnP7eryisxxptGeadbuo3vJkiIK2eMGN4BOn0oiWnHdemjaGwc9zhNOzBmNRuh0JBozVGTOs0mDTzHX+MNKAIAhRTXk7xhuFMVkfq2CB3sSwJ1q3b17d1i83AKlsJDcoHR3m2Gx2HwcHRwnT5LXj0RCIy9PMAwOFbt27cLy5cvx/PPPo7GxEXY7EQXHjh2DXq/3cbZApJk40W0dlZOjwIMPnh3wGsyJY9AyLKwsC11HcH6Z3a2ksz09JbqFHBBGn7n33nsPK1euxBNPPIGLLroIIpHI9VhGRgbeffdd3mezCgSHPCUD8Z41c5QDYlUcaJEY3aU5cIhpZE+rdj1Oy+ReaVYwLLkjGiTNKk4n6TuRuhcikcjVDczhGZnT1pH0oz4tYchasvzKM8GIiNI8teNHv37PrCx3zRLXBNF32oOnmGtqcl8Q+EyzWrmawMrxfnfihgPOnkSlNsBi0Po42jdTp04FQKZ81NUNP3XLNyUl5CaCYVivUUJ8UldH1s3KUkIkip6/9UjCarXivvvuQ1NTE8RiMa666iqvDzlu2oxA9FJZmQ+VSgyapvDII2ciPj7wrm/D8Qbc2mHBQ91WGDqCyy5oesh1LzUj/GbF4SLgq1BHRwcWLBi8EDEnJwcaTWgLjwX8Q5maBYWIglhExJmEskOiJLWDVav3oGDTQWSOcjth0wqFtzUJy0XmFH2XBgDIssj8PanzjeKZagW8I3OWRlIsb84aOiUlkSuhySfH9Ozd4s+vCaVS6Qqdu8Wcd5pVInHfdHAp1pSUFN5qKRmHHYkHjwMAVLOreVmTLzLGTnV93X5s97DXy8nJcQnonTt3Dns9vsnNTXKJ99ra0HjNNTb2Op8rbugDBYLm2LFjrkj7Rx99hN///veYM2eO63HOJ1IgeklIUOKtt5bizTfPw4IF4wM+32rSo/FUD2wAGu0sNK3+TwfyRKsl5S8ZublBnR8LBCzmxGLxkOOxuMLyWGOkzWYFgLj0XCgpQCQiNXBi2CFREfEiVcQhMcs7xchF5iinlpMAoCkK9CBiTpFN7F6UGgNYhhlSzLFOP0I217dTvnUUGUFlrzno81iOvh2tfdOsnjVzoaiXq9/+PWQG4g1UdNalvK3LB4lZhbA6awh7jvef3BIMkyeTQdXcSLRogqZpZGaS12xDQ2jsSbhO2fz8EWZnFEVwE1oKCwtRXEz8Aj3LOQQxFxtUVpZg9uxxQTleNO/fhAaru9lF3RK4mGMcdmhN5NqcXRg630m+CNts1nPOOQfLly93fSB6snPnTixfvjwmbUBGYs1cfFoOFBQFMU3UmZiyQ6ocPBIlkim80qxc0pRSDCzm4nPIG0NkY6BXt3ldaGmaRmqqO6QtbiU1RtL8Ip/7lo8n0UL5iXqfx3L07WjtG5njZrUCoelkbf1xFQBAk5WE9OLA70BDCUXTMGSSrmX9ycO8rDlpEvkb7du3j5f1+CY7m9jmcBE0vmluJvVahYWCx1yoOHiQ3MxNnDjR9TOapl03jYKYG/l07d+Keru7Llft4VjgLz3NJ6F2rlE4ppy3vYWKsNXMPfXUUzh+/DhKS0sxduxYqNVqVFVVIS8vD1VVVWhvb8cTTzwR8EYE+IcWiUErJa7InAR2SFWDRxJEciVkACinmJM5Q3QihWrA45PyRrm+7j11wisyl5aW5tVppuogNUbKIt+dTKlTSColoV0DQ0+Hj6MJnh2tgPe0ByD0kTn7jq0AAMvkiT6OjAxWpz2JjQd7EsAt5lpbW73Gt0ULeXnkdd7cPPwawb44HAza20napqhIaH4IFVxkzlPMAWSyDCCIudMBQ80+NNjckTlNR+BlE63H98Pg1IOjJk7ja2tRR8BiLicnBzt37sT111+Pjo4OWK1W7NixAwaDATfddBO2b98eVeO8TneoODloijhfS2CDTDV4N49IJnfWzJHvuR5WWjlw0WpCeh4cYvIS0jXXeUXmPFOsuq4WVwoyqdR31Kpg2kKwNAnJN/nZBNE3zdq3AUIqJd+zLMu7mLNbzUg6XA8AiJ8TvLFlKKHzSRSSPhVczUlfSktLXR+q0Rid47zmWlv5/8BvbFTDbicfMJ6zYAWGx7fffovf//736OjogFqtdt2Y9RVz3E2j0AAx8tEcPgqdR8O8Tt0b8BpNhw8BABiaQl5RCU87iz6CasPKzMzEihUroFar0dbWhtbWVqjVavznP//p5/ofK4zEmjkAsCeooBCTD7R4RxdkcYOLObFC5ayZc6ZZ2aEjcxRNw5TgTHm0NnhF5jw7WTtPuD/sM8ZM9rlneVwStFkkfaXes9nn8YC7o5XzmhssMtfT0+O6o+crzVq36WtILMQyoXThZbysyTfyYhJFlbfy0xBA0zQqKoj5ZzSKOS5i1tZm5N0+5eRJ8v9QLKZRWDhyu+PCybFjx/DYY49hw4YNeO2111wpVrlcjtJSb18x7iZCsCYZ+XSdJIKecd7c63sDj7Q3HyeTb2ixCElJSbztLVQEWzMX9LwhjUaDtWvXuqwJSkpKcNZZZ0W9Id9gjMjZrAAccSrI976LnKSxyG7ZC6li8O47kZzUzJG3DQs5ywCgIR5EzAGANTkeUOthaW+BUukWcJ6iXnOyBjIA5jgZVMkZA6zSH8voYqBFDWuNfwX2XGTOYDBAp9NBofCOJnI1c9x0CpqmkZeX59favmjf8A1SAPTmpqI8JzoLbBNKysECUKn1sJmNkMiHPxh+0qRJ2LJlS5SKOSKyTCY7Ojt1yMjg771dV0dmTGZkyCEWi3wcLeALm82GRx991OUh9+2337oeKy8v97K/AtxiTojMjWx0XS1oU5O/sUMhB20wwaANPNLe6bSiSlTJYsJkevHixZg1a1Z4ZrO+8MILyM3NxeWXX44HH3wQDz74IJYvX47c3FyvIfcCkYeNj4PMqoehdSekEmpIjzeJIg5iigINMppK7oxoiJWDC0B7ShL5t8O7AcIzMsfNBDVm+F8sLiknqRXpcf9qvDzFo1qthkRCvI04ODHHNT/k5OTwNqXEsXMHAMBaOYGX9UJB+lhi9EsxLDpO8CO+uMjc0aNHo+6DtaTEbYZdW8uPWTIH1yEr2JLww1tvvYVjx46BpmkkJCTAZrPhyy+/BABMmND/PSXUzJ0etOzdiAY7AxYA5RLwlqFPGoCeNlLTm5w4skd6BhyZe+WVV3Dvvfdi8uTJOO+885CdnQ2WZdHa2orVq1fjgQcegFwux+233x6K/QoESkIClE5N4yuKIFGoYAIgpQAH44DCDzHnngLRCWXJwGlWexOpUbNn+19LmTJ5Nli8jcRWNSwGLWRDNG4A7gs84E6/SCQ0LBZSL8iJuba2NgBALk9+Q3aLCclH6gEAiXMW8rJmKEgtGItTcjGkZju6anYid8KsYa85YcIE0DQNhmFw6NAhTJ8ePVMvVCo5EhOl0GisOHWql9e1m5pIqic/PzazENFEbW0tVqxYAQC46aabIJPJvCISfevlAPDSzcowTExEaU5n1Ae2o8HGghGLoFSpYEVXUGKut5vYCCWnjezO84BfzS+88AJefPFF7Nq1C0888QRuu+023H777fjLX/6CvXv34vnnn8cLL7wQir2GlJFaM0clJWOss16sKE465LFiZ+pNRgGsw+Gah8d50w2EKJ0INLpb7RWZS0tzR0aoFtKUQOX7X6OWP50II4ph0bxvo8/jxWIx5M6xY55ijoPzneMMrfmqnajd/DXEViIYSxZGl7+cJxRNQ59N/ia6I/x4wymVSowZQ0aFRaPfXFISeb13dfEbweFsSQQxN3xeeOEFOBwOlJSU4Fe/+hUuueQSr+vIQJG5uDhycxmsmKuvr8fChQvxzDPPBLdpgbCgqzmAFgcLRibBhHHkOmO0OsA47AGto9WQ10l6draPI6ODsPnM9fb24s477xz08bvuugtaLf92AKFmJPrMAYA4MRnXx4vxZoYM45KHrpOSKpyGwhQFh91GOluBIe1MpJmkVk3aox20AULWTtJc8gL/O4niUrJgSCbRtu6DO/w7x3mR58Scpx0JF5nr7e0FAN5qO9vXf03WzUvtZ8IcbdiLiMmz/cRR3taMZr+55GQi7ru6+CuUdzgYtLWRlHJxsdD8MBw2b96MLVvIlJff//73kEgkSEhIwNKlSwGQRruBGuqGm2Zdu3YtdDodvvvuuyB3LhAO2g8cJSlWmRxTnCMEtQ4WenWb32uwDAONgUTzsni0ogolYfOZy8zMHLI+xmAwuAxcOWJ1KsRIQJycAoqiEEdTcMiGrhETOyc9SAGwdhtkzvTsUGKOmwIh1xgGFHOMw464LiLu40vKAtq7MZ90qBqP+DcJoq+Y847METHHd2SO5erlJlfwsl4oEY8id7fiRn7sSQC3mDtw4AAYhvFxdHhJSuLEHH/1fC0tvbA6I7GlpWk+jhYYDIfDgX/84x8AgDlz5mDmzJmux379619j6dKlePDBBwc8d7jWJJx/nVarjcnAw+mAw2ZFdwOpdcvMzcGoMmJppWVY6AOYz2ro7UCv06cuv3Qs/xuNIgIWc3fddRduv/12mEymfo+ZTCb87ne/w8MPP+z1c883qkB4kSW772wZ6dBpVpmSiDYpRUQYJ+aG8qaLyyki55hsEFPkTaNUKl0X3M7ag6AdpPYudVRggod1jvBBXa1fx/cVc5yAA9w+c3xG5mxmI5KOkRuVxNnR6S/nScK4SvJvc1fAqYrB4NJgOp0OTc6usWghNZW8Bnt6zLytyTVT0DSF4mJBzAXLF198gdraWtA0jbvvvtvrscTERPzpT3/CGWecMeC5w7EmYVnWZXsCAKd48l0U4Jfmg5vRZCY3TeWVU5FTTMzmDSygbff/OtN24oDLp660YurQB8c4ATdAbN26FWvWrEFeXh6mT5/uMghub2/Hjh07kJGRAZZlvdrLuWhINPPQQw9hyZIlIy7VKktO5zyAwchlQx4r8ayZs9sgc6ZZh/KmS8gpAfdRWZCqQnJyMs4880zX493HSfqNEVFILwms21MxdjyAHyBvbPHr+P5pVreY40yEudciH2KudtNqUi9HASVnRae/nCcZE2dCDUBsdaDj5H5kjZky7DWzs7ORkpICtVqNAwcO8DpVY7ikpfEv5rhmipQUGaRSfrqhTzfMZjP+/e9/AwAuueQS19xVfxmONUljY6NXNO7UqVMoL4/+EU+nG+071qPOxoARUaicPgtp6ZlgKAo0y6KzsQ7+5njqD+4BALAUUDwmet0GPFmzZg2++uqrgM8LWMy98847rq+///77fo/39PTg6FHvmpxgBuyGm5HqM6dMywZXWcLKhhZztEgMh5hGtUKE7nglptuJ8OEidgORnFuKdhqgGEBh1WLNmjVeXWK62iOIB6BPSxjSFmXAtcdPhR1AfJcOJq0aioShRycNnWblX8x1bPgWqQB68tNRnpE/7PVCTUZpBdqlIkisDnQc2MqLmKMoChMmTMCGDRtw8OBBXHDBBTzslB+4yFxvb+AdcIPR2UneTcnJQ7+XBAbnk08+QXd3N2QyGW6++eaAzx9OzRyXYuUQInPRiXbvDtTZWDiUMpSXlyMpKQmsiALsLLqb/f+bcYbBEIuQmhYbkfSw+cxlZmaCYZiA/vMshhcIL6pUj/pFH5E5AHBIRFigFOPRc6agUELDIaYhkgyenhWJJTDFkVo7Q2tDv3Z/SxPxibNkBF4snjtpnuvr5v2/+Dx+qMicTCaG1WqF2UyiNHyIOa5ezlYZnfNY+0KLxNDlkL+D9vBe3tblUq2e6atoID2dvB74FHNcMwXXXCEQGHq9Hm+//TYA4Morr0RqauDXBT7FXLSVBggQ2vfWwAaAkitQXl6O+Ph4UE7zaHVbq9/rdNQTW6xEhXTEW9EE/NsN1cnK5zkC/BCf7uGnJvf9AeSQkDcMqyURLLvUdzTNkkQ+NM1t/e+YGB1JabCJgUc9VckZMKSQC7f60E6fx/sSc1y9HDD8BgirSY/ko856uSj2l+uLvdDZ0XryOG9rcmLu2LFjLrEcDaSnk+5ss9kBk8nKy5rd3aRWODVV4eNIgYH48MMPodVqoVKpcN111wW1BifmrFYrbDZbQOdyYo7LwgiRueiDcdjRUd8OAEjLykJqaiooioJKTsoaejv9H0nY3Uo6XxMTBp9iNFIIWMwF438SzDnhZqT6zMlUCXBw6UZ/xJzYKd40/os5u9NZ297T3f9BrkhZFdybyVhAIoumo4d8HutLzHnWbg5XzNX9shoiG6mXK41if7m+cB2tknr+OszHjx8PiqLAMAyOHDnC27rDJTPT7Y/Y1sZP1yIn5tLSRv6HA98YjUa8//77AIDrrrsu6LIWT4Nwf+rmOjo60NvbC6PRiBMnTgAAzjrrLABCZC4aaTm0FQ1G0qA1afoM18/jlOTzS9fd4/davV3k2JTUJP42GGJC5jOn0+mwfft2bN++3TWH1fOxP/zhD6iqqsLEiRNx44034vhx/u74w8lI9ZkDALOKvAkoue9oAuOMzNE6Ioh82ZkAAOtM37IDdDhDT1IhVFyQo1SKnd50J0/6PHSobla53B2ZE4vFXsakwdCxgTT49OSnIyGdnxmv4SC+jFiJxDV3geXJSkSlUrmK2KMp1ZqZ6RYLHR38iLneXhJ55JorBPznhx9+gNFohEKhwBVXXBH0Op4WSL5SrT09PbjooouwdOlSvPPOO67JD4sWLQIAdHV1RVU0WQBo3f4TTtoYMDSFKTPmuH4eH0f+7vpe/xsqNWryvk+NoVKvkPnMvffee5g1axbmzp3rGrsCkHEo55xzDp599lns3LkTHR0dePfdd1FVVdVP9AlEFpuKCBfKj8gcIyGROJHe6PX9kDjXZc39xRxtIOvQ8cHdhcvHkk4zRZPvOom+zvBc0wP3tWfzw3CbctidJO1rmzxpWOuEm4yJxCZIYrGjs44/4cWNXYomMSeXS6FUktdARwc/xsE9PaT+jqvHE/CfVatWAQDOPvtsr+haoHie60vMHTt2DBaLBUaj0fX5NWrUKIwePdp1THOz/75lAqHBatJjx78fRdPeDejduxMNdhYOmRQTPMa5xTszQHqdf13MRk0XdFrymZRXHhudrMPBp5jbuHEj5s6di1OnTuEvf/mL6+effPIJtmzZgry8PBw9ehTt7e1oa2tDRUUFnnzyyZBuOhSM1DQrAFiziNecLMf3OC3GOXxeoidvAkY2tDcdAHf6doA7XJGRrCNKSPJjp/1JHU/C7HHdehg1Qw9MH9qaRMJbJ6vVpEfycZKmTJ571rDWCjeZYya70u7t+7fwti5XN9e3wDzSuEd6DV/M2e0OaLWkRsszhSvgm4aGBteUEG7CQ7AoFArXzZivNOtANXEVFRVISEhAfDz5Gwqp1siz5+2/QvXks9BedB403/0MBwDI5Rg3bpzrmMRkMlvVaPAvknrs51VotLFgAVQtvpD3PYeKkKVZDxw4gNdff71fR+pbb70FiqLwyCOPYNSoUQCA9PR0/POf/8S6desC3kikGclp1vHPvQP9w/dj8k2+XyCM0ztLZiRvmOGKObFzHUmQYi5nkjvM3rJv05DH9jUT9Uyzekbmhlsvd3LDKohsDEABxfMvGtZa4YYWiaHNDl1Ha3t7O7q6hhbd4SQpiZQAcJYiw6GzUweWJa6NnilcAd9wUbnCwkLX1JBgoSjKlWr1FZnjxNzUqVMxb948iEQinHXWWaAoCnl5eV7HCEQO83FSa0sxLJo05DMjJy/Hq64yydn5bPCzmWnn6lVgADBSMabNnMvvhkNIyNKsPT09KCvztujTaDRYv349JBIJli9f7vXYhAkToFarA96IQOhIL5mAGbc8CqnCd2qIdYo5iZkUoPrypgMAyll/Rpn7W0BIzOSNJ0lI9nu/nigT06BPJfvuPrR9yGO5yJzNZoPVau0XmeNr+kPXBjLTsacwI6bq5ThszhmtNh5ntJaWlrrqEA8d8t2sEi6Sk8meuruHP9LLs4lCEHP+Y7fbsXr1agDAsmXLePEd9XcKBJdCHT16NF544QVs2LAB06ZNAwDk55P3gRCZizzmtjZ8ZbBjU7wKx1kKLAVMnuU9ASQ1izTDGS3+Ta85sXMvACAnK3VYaf1YwaeY4+5EPVm1ahVsNhuqq6sH7EiS+1GbJRCdsH1GfrF+eNPRzskRlMVbzLEMA6nzLkqWOLTh71CY8smb2Hzs8JDHcWIOIBf5oWrmhgO7y1kvVxlb9XIctLOpRMTjjFaapjF2LJl9ePjw0H+ncJKSQq5FavUAzTkB0t5OxJxMJkJCgmBN4i8bNmyAWq0GTdM4//zzeVnTcwqERqPBvffei2+++abfcVzULTeXWDTJPG5Ohchc9LDtcCPe09nx924HthWMg3TseEypmu11THouEd96OwOzvnfI9ViGQZNztuu4ivEh2XO04VPMZWVlYdu2bV4/++c//wmKovpF5QCgvr4+JicpjOSauUBg+44o8kOY0wpOzHmHv60mvWsuqywpcHNQ156KisgXDfVDHtdXzHEjvAD+auasJj2ST5CLf9Lc2PGX80Q1ijSVqFr5TYdyY5Fqamp4XXc4pKTwN9KLa6JISpLGxFSbaIBhGLz22msAgOrq6qBMggfC0zh47dq1+Pnnn13Pw8GyrEuoccLNE0HMRQ/dPToAACWRgKJFEEmk/casZeaTjnktA2jaGoZcr/nQVpwwkPrWWYujZyqNPwRbM+ezVfHKK6/E5ZdfjkcffRTp6el47733sHPnTmRlZeHKK6/0OtZqteLBBx90dbbFEiN1nFegUH0ic/AjzcqJOVEfMWdQt7u+ViQGP0pFPmosgLWQnWob8rihInNKpZQXMcfVy7E0hdL5lwS9TiRJGVsJEwC53gJt5yneUsVcOcaRI0fAsmxUCJ70dPKhz4eY4+ruuDo8Ad+sXr0atbW1oGkat956K2/retbMcTWa7e3tcDgcEDknBXDecoA7MucJJ+ZaW1tht9shFvvRuS8QEnQ68v6cPKEMZTMXQKlUorKy0uuY3GLikWkH0HWqFpmjBs+M7PzyYxhYgKEpVJ8XW9fpkI3zuvPOO5GVlYWbbroJS5cuxSeffAKVSoW33nrLy6vriiuuwKhRo/DZZ5/h3HPPDfw38EFXVxeuuOIKn0OZWZbFW2+9hTPPPBMLFizA5MmT8dvf/tbL/V9gCPqKOT+86URK8oFJW73d2I09Ha6vlcnB+/wkja0EAMR3amE1DV4jI5FIIHXuv6+Y84zMDacBopPzlyvMQHxaTtDrRJLs8VWur9sPbhviyMDg7qTVajU6A3BpDyWpqeS1ycdIr64ug3NNIcXqDxaLxRUtW7Jkic9rdyB42hC1tLQAABwOh9frztNyZCAxx9XMMQyD1lb/R0QJ8ItZ3wuNsw6uYtIk/OlPf8J9993Xb/xWVl4hWOf9YXvD0PZnhzZsAADEJaqQM8DffiTi81ZELpdj06ZNWLVqFY4dO4bMzEycf/75/bpbly5d6hJxy5Yt43WTBw8exB133IHx48cPWMPnicFgwJ133ondu3djzJgxMBqNWLBgAW6++WZ89tlnvO5rRNJHzNF+iDmxklxYRRZvMWfWuidCKJPSg95S5oQqtIJ0OrUd2YmCydWDHhsXFwe1Wu1Ms7rtIyQSkUvQD6ubdecuAIA9xvzlPJHHJUGfEoc4tR49R/cBPEUYCwoKoFQqYTQaUVNTExUzmTkLEb3eDrvdAbFY5OOMweGaKLimCoGh+eSTT9DR0QGpVIrf/OY3vK7NReaMRqNLzAFAS0sLsrKyALjTp+np6V61chxpaWmQyWSwWCw4deqUS9wJhJeepuNQO/3LC8eUD3pcYmIiGJqGyMGgs2noNGvdYSL2Ro8uiooMQTjwa5yXSCTCxRdfjD/84Q+48cYbB7xIX3XVVbj++utx/fXXD9v6oS9paWlYs2YNpk+f7vNYiUSCRx99FGPGkJCsUqnE1VdfjW+++WZIISjUzBEomXeNHOXHpAROzImt3l1Gll4i5hwSGhJ58I75SVlFsKiIyOyu2TXksZ5ec1xkTuL0VdPpSF1GsGlWq1GHFGe9XMrcs4NaI1ow5ZL3sOkkf+O3orEJIiODiDmWZdHZqRvWWmq1MP3BXzQaDd58800AJGvDt7D3rJnzFHOeEbah6uUAYnHCCb/29vYBjxEIPb2Nx9HjIH5wxWWDl2hJJBLIneMlu52ROZZhsP6mBdiweBx6msmUIL26DY3dJIo+ec680G4+BITMZy4ayMrKGvDOaiBkMhnuu+8+r58ZjUZkZGQMqdBHss9cIFBS7//PIoXvlu7BxJxVQyxqrAo/vOqG2hNNQ59DInv6Y0NPGPAUc1lZ5IM8JUUGrVbrEvPBirkTP38O2k7q5UrmXxzUGtECW0CiEKyPppJA4Uw+o0XMeVqItLcPT8xxdXdcHZ7A4Lz++uvQ6XRISkrCjTfeyPv6nJjr7Oz0mrnsKea4NOtgYg6AS8y1tQ1djysQOtpOHoUdACuikJU9dOlKXIKzBrauHgDQ3XgUP37xC97begLbr14Ms74XP910HlrsLFgKWHjJtSHePf8E6zM34is+WZbFZ599hgceeCDSW4kJ+o78opW+oxASZTxsAER2Bg6bFSIJEW9WrRoyADbF8AvGHQV5wPFmOOqGntHqKeZmzizBY4+dibFjM7wu+MGKua4Na5AGoKcwE+NTsoJaI1qQlowB8DNkfoxJCwRPMRcNTRDx8XJIpTSsVgYdHcMVc8IoL3+oq6tzlbT85je/cU1a4BNOzPWdBe4ZpetrSzIQgpiLPG0nTwAAGJHIZwQ3PSsdPe096Gwkf+ejm77H5wYHAEC7qwHyOWPw3kkSRJDn5WBC5ZQQ7jy6iInI3HD4xz/+gYKCAl47qUYywUTmpCp39MNidBur2jW95F/l8GuMxCVkyoikaeg5ip5ijqZpXHnldEyZUugl5oLuWt5FUryOKZXBnR9FJIwl6Yy4zl4wDv9MOP2Ba4Lo6emJitQVTdNISCA3F52dwY/0slrt0OtJTSiXuhUYmBdeeAEMw6CkpAQXXxyaCPZgpsFCZC726HKKbplM4qqFHIwSZ8d8Z5cOLMOg5pefAQAsBRyyMnjoWDcO21jYU5Lw7L/fgUQiGWq5EcWIjsx9/PHH+Omnn/Dpp5/6jBA89NBDrk7IxYsXn7Yp174ND2I/xRw3VMei10DptCFx6EkkhFENX8zFjSbjolSt3WAZBhQ98H1I3/msHFzzQ3x8vMu6IBDM+l4knyQfDslzYmse60Ckl01FNwCRjUHHiX3IGjuVl3Xz8/NdTRCHDx92fVhGkqQkGbq6zK5u1GDgDIMBICtLsDAajJqaGmzevBkAcM899wT1XvOHwT70OTFnsVjQ0UG66YXIXHTT0046kJMSfH/WjJ8+C9/990s0m+zoajiMhkOknINKUMEGChqNHrbEODz+witYsGBBSPfNN2vWrHHV7Vut/o0s82TEirn//ve/eO+997By5UrIZDIcP34cBQUFg9beCT5zBFGfBgiuHm4ovCJzBncEjNGRD0CGh8hc2rip0AKQmmxQnzqO1IKxAx43mJgbrsdc7fovIHLWy5UuiC3fooFIL5mAdqkIYqsDnTU7eRNzNE2jrKwMu3fvxuHDhzF//nxe1h0OZAqERhBzYeCnn34CAIwZMwazZs0K2fN4ekoC5CZNp9Ohra0NDMN4pVv9icy1t7eDYZh+dhgCoUfT1QMASE72fW2eOm8RWPwRXQxQv+tntDYSET61vBRVy2/B2yvewM2/+S0uv+KKkO45FHgGkbRaLf8+c7HAyy+/7GVg/N///hevvvoq3n77bdhsNuj1ejz22GOCl5Af0EGIOVmc+01oNbg/9OCMzCFu+DVGWWVTwYhIdLX90ODeaKESc10byR1TT1EmVMPwzIsWaJEY+kwyL1d39ACva0dbE0RS0vBHenHNE0qlGEqlYBo8GOvXrweAkEdF+s7anDKF1EbZ7XZ0dXW56uWUSuWQ7gqcmLPZbOjp6QnNZgWGRKshN1lpGb7tq0aNGQOHhER7j2z8GR3d5Do/emIFbrvtNvyyZSt+/etfh26zUUxIxBzfEyBMJhOqq6vx9NNPo62tDdXV1fjnP//peryxsRFHjhCLhba2Nlx99dXYsGEDMjIyEB8fj/j4eHzwwQe87mmkIupjISJR+a4Pksclub72EnMGZySEBzEnlsqhyyDPozmyb9DjfKVZgxVz1O7dAADH5Mqgzo9GrHlk5q21/gSv63J1c1wTRKThTH57e4OfAsE1TyQmCqO8BqO+vh719fUAEPKIbN806+TJk11/l9bWVi9bkqH+XpmZma6vhVRrZNDpSWNRhh/mvkqlEqmJ5BrfsHEzTlmJQV3lGaT0RdrX9P40Iqg0a1tbG9asWYPW1tYBc7sNDUMb+gWKQqFw3fENxLPPPuv6OisrC3Z74AXdDz30EJYsWXLa1spxiPrUzHmmUAdDLJWDEVGgHSxsBnfHIGUgJqt0HD8F45a8LKC1B5aTRwc9xldkLhgPRM96uZR5iwI+P1qhC4uBLQdANzbxui4Xmevt7UVbWxuys7N5XT9Q4uJIJM1gsPk4cnC4UV7Jyb5nFZ+urFu3DgARUCUlJSF9rr6RuYKCAqSnp6OjowMtLS2ora117WUopFIpUlJSoFar0dbWhvHjT4+h7NGCWd8LjZV0o2YX+veaycnNgKZLg2Mn22ADGdk1bW7s1zFzrFmzBl999VXA5wUs5tasWYOLLroIZvPgd7mxeOcq1MwR+jY8+CPmAMAuFUNqssFudIsokVPMieKDn4XqCVVYBOw4DKqhcdBjQiHmTq7/HLSDHTH1chyKUWUAvoSihd/RW3l5eV5NEJEWc/HxRMwZjcGLOa7ejtTfCQwEd8M9f/78kH8G9BVzOTk5yMnJQUdHB06dOuXay9SpvmtBs7KyXGLudGTv3r3QarWYO3du2GsGe5qOQ+0g0fvCsf4J6eKxY3F433HsM5OonEwuRWYUNFrxRchms/blgQcewNlnn40ffvgBR48eRV1dndd/tbW1SE1NDXRZgShBJPX+sJKp/BNidqczt5eYMxHBL05I4mVvilEk4qM4NbjlRSjSrFy9nLoky9WpOxJILpsMAFD1GGDUdPG2Lk3TUVU3x0XmjMbgLVi4eruUFGGU10B0dHTg0KFDAEKfYgUGFnPcTcM333yDnp4eUBSFhQsX+lzrdO5obWxsxK9//Wv8/ve/x0033YSampqwPn/nycMwsAALoGScfyMSy6fNBAA4nN/nZKXEZACJbwIWc42Njfj000+xYMECjB49GoWFhV7/FRUV4cEHHwzFXgXCgFjpfZH0bG4YCoeU+Pl4ijmxkdRCiHmKzCWVkTd7nFoPi2dtngecmLNarbDZ3JGY4TRAiHaRejlmyuSAz41mssbPcH3dXrOD17WjScy5I3PBi7neXvJaFuayDgwXCUtJScGECRNC/nwymcwVRUpMTIRSqXSJuaYmUjYwefJkpKX5vvk6ncXc+++/D4YhEa6DBw/i+uuvH7KkiW+ajhHx6M/0B46p1YvhWYlbUFLE/8ZikIDFXFlZmeuPPxhXxGBbsDCblSCR9xFzSv/SrJyYc5jc9g9SM6mnlCam8LK3zHK3+Gg7snPAYzwtCzyjc9xc1kBT6SatGsm1xOYgZU5sz2PtS1xKFkwJzk7PI3t4XTuamiASnL+jyWQPei9cvR0nDAW82bp1KwDgjDPOCEuqjqIoV3QuJyfH61+ORYv8q289XcWcWq3G6tWrAZDZ6vn5+WBZFtu2De4WwDftdaS2EWIRUlL8+5wYUzYerMTtX1g2ZVoothYxwjab9a9//SvuvvtuV9pqIKZPnx7wRiKNMJuVIPboZnWIaddoLl845OQ4h5GIOcZhh8RMIiEynsRcYmYBLCryPIOJD08xZzC4hSXXqOPvjF+O2vWfg3KwYEQUSmN8HutAGHKIzYrhBL/plTKnU7tGo4m4JRAn5hwOFiZT4GacgLveLiFBEHN9YRgGe/fuBQBMmxa+D9a+Ys6zNpOmab/tUU5XMffJJ5/AarVCYtNjUts25Fk7YOxuQ0d7+P4/dJ0ijWWJSrnfNwEymQxpie6gw7QF54Vkb5EibLNZH3/8cTQ2NiI7OxulpaVIS0vr90dQq9UBb0QgOpAq3Z2nXB2cP7AyIrIYE2l60KvdFwR5En91ZoasVMhOtsJwcuD03WCROU7MBTrepfuX78k81uLsEVUvx8EU5AFHGsHU1/G6bl5eHuLi4qDX63HkyJF+UZNwwok5ANBqzUH5xHEp2vh4oQGiL/X19dBqSdlDZWVl2J6XsycZSMxNmzbN70gPJ+Z6enpgsVgCvuGLRUwmEz755BPYLEYsa61D9n+bkKW3g9bbcXzjdwBeCMs+ejpIra4/0x88yc7NhLpLC4eIxqTps0OxtZgj4Mjchg0b4HA4kJWVBYPBgIaGhn5NEA6Hw/dCAlGJZ5o1MDFHLoCMmRSKm3rdBfWKJN9mkP5izyMXbnt97YCPS6VSl2AbSMwF6kNE7SYRQGYEzGMdCEmxc+btqRYfRwYGNwkCQNiLqvuSkOCuc9NogjMO5sScpzAUIHBRuaysrLCObysoKADgrs/MyspyFcKffbb/JRGee46GecLh4J133iECXN+LxQoRbHIx5M4Sgt4O/pqhfKHp7gUAJKUmBXRe+ZwzwVJAUlZav2kgpysBR+bS09NRVzf0XXykrQiCQfCZI0g8Jj44ZP5HsVg5uRCwJqeY63HbXahSMgc8JxhEhcUAdkHU1DzoMXFxcejp6XGJOYZhXN6DgYg5s77XXS83e+T4GHmiGk1q2+La1EPOvA2G8vJy7Ny5M+JNEJ5iTqsNXMyZzTbYbKROODFRaIDoy5495IYnnFE5APjTn/6E5cuXu1K7UqkUv/71r3H8+HGcc845fq+TnJwMqVQKq9WKtrY2l0gcqWzYsAFvvPEGAGCBkkGcnkJH9UxItVZg5QZoDcFPSgkUrZZkctIyA5uqc9Vt92HL4XosX355KLYVUcLmM/fMM8/4PObtt98OeCORRvCZI0g9InOMJICXh9wZsXBG5iyabgAAS1NQxPNTMwcAylIS7VG2DX732FfMeZpIByLmRqq/nCfp46ZBA0BiJoOr04v5M03lInNcE0Sk7APkcgkkEho2GwOdzhLw+b29RtfXiYlCZK4vXGRu8uTwdnsnJCRgxowZXj+75ZZbAl6HoihkZWWhsbFxxNfN1dfX4+GHHwYATBo/Djf+TG60Us+9BCkbfgYAmC02WK3WkE9TYBkGOj2xr8oqKA7o3NGjR+O770Zmw2LYfOauvfZavzYjEJuIpXLA+ZnLyAJ4M7vEHHlzWrSkbtIql/Aa7UkuqwQAKLRmr7o8T/p6zVks7g/wQC5Q3ZvWAiDzWEdivRwAZI6Z7Jp523l44A7hYOHSX1qtNqJNEBRFQaEQOfcS+Egvz9RsYqJyiCNPP9rb211/23BH5vjkdGiCYFkWDz/8MIxGI7Kzs3H15FyIWcCqkKDsnGuQVlgIAKAcTFjm1Go7mtDjjHjnjxkX8ucb6QT9Kbt582bcfffduOCCC3DBBRfg7rvvxubNm/ncm0AEoGgadmfbdyBijuLGgDnFnFVDxJxNzu/dXdY4d6d0W832AY/pK+Y8/eYCaYAYifNY+yKWyqFPJ9572qMHeF07NzfX1XHIzU6OFAoFiTIHE5nzFnNCmtVut2PVqlU4ceKEKyqXkJCA4uLAoivRBCfmTp48GeGdhI69e/e63odPP/006E0/AgB6p46HRK5EVskYAADtYNDZEfrawebDO6F2upyVTZkV8ucb6QQl5m677TbMmzcPL730Er755ht88803eOmllzBv3jz89re/5XuPYUHwmXPjcIo5NoCuLkpBPuQoZxTMpiUmvfYgOgeHQpmYBqPzA1VzbGDxwXW5GY0kPeY5P9jfTjWrUYfkE6QuL3mObxf5WMacSz7ILLXHeF2XpmmMHTsWQOTFnFJJRLxOF3xkTiKhIZcH1g09EvnXv/6FJ554Atdee62rpGbSpElhHwXFJ9zYr59++iniDTuh4tNPPwUATJkyBaWFuUjZS2Zcxy9aAgBILRwFJUUSM6fqjod8P/X7nc1lNIUSITLnImw+cy+++CLee+893H333fjpp59w+PBhHD58GD/99BPuvvtufPjhh3jxxRcD3kikEXzm3DjETjEn91+I0QoioCinUbBD2wsAsCv5j2QYs0l37GD2JJxg49KrnmLO38jcyQ2rQNsZsDSFkhHoL+cJVVREvmhs4H1trm4u0mJOpSKROb0+cJ85LjWrVIpP+7FBra2t+OijjwCQiPfx4+RDP5ZTrABw7rnnory8HCzL4plnnvFpjB9rqNVq/PTTTwCASy+9FEdWvw2x1QGHmEbZ0psAAAnZRUikyeu7uTb079emI0Q0i6RiYQSoB8H6zAUs5t544w2sWrUKf//731FdXY2xY8di7NixqK6uxt///nd8+eWX+Pe//x3wRgSiBwfX+CD3v9ibE3O0xSnmdCQyx4ZAzDkKcgEATEP9gI9zYo4TcZ5izt+auc6N3wEAegrSEZcycoY4D4S8lETP5M0dvK/tKeYiOQnCHZkLPM3KnaNUBtwvNuJ49dVXYbVakZ2d7XXz689A+2iGpmk8+OCDoCgKBw8eDKqbMJr54osvYLfbkZKSgjPmzoHhlX8AALorRkGVTDpJ41NzEC8mYq6tgV/fyYForyc3jynxytP+JokPAr46dXV1DemsXV1dLZgGxziuLtYA0qwiBamNEjnFHGsg9WpsXGBmkP4gKSwBsAXiUwMX1XOCbaDInN8NEM56OXtlRfAbjRESx1SAARDXrYPVpIdUwZ9vEyfm1Go1urq6kJ7On+dgIMTFkb87N8khENyRudM7xXr48GF8++23AIA77rgDixYtwpw5c6DX6zF+PH9d0JFi/PjxWLZsGb744gu89NJLWLhw4YjwMGMYBitXrgQAXHTRRdj98h+Q3NgJlqZQ+IenXcdRNA2VQgJYLOhqGdz6iS+6Wol9VWqAHnMCAxNwZI6m6SHFWnd3d0yqbKFmzo1LzMn9j6qJlES00VbnhyVn2KviX8zFjSIfHHFt3WAHSIf0jcx5NkCIxb7vX6wmPZKPk2HdyXNGpr+cJ5njib0DxbCDzrwNlqKiItffI5KpVndkLvA0KxeZ41K1pysvv/wyAOIfePbZZ4OiKJx33nlYvnx5TF7zB+KOO+5AXFwcNBoN3n333Uhvhxe2bt2KtrY20DSN6ukToXqT/F6dF8xHcZV3aZFKRa753R38R+n70ttNsjeZOSM78xEoYauZW7RoES699FIcPHiw32MHDx7E5ZdfHpBhY7Qg1My5YaTkg48OQMyJnWbDYpeYI3NRqbj4wU4JmhSnPYnUZENva/90ABd965tmlUqlfn3o1P2yGiIbA1BA8fyLeNp19JKUVQSLkvw/667Zxevank0QR48e5XXtQHBH5gIXc1ydHbfG6cjhw4exfTvpHr/jjjtiutlhKJKSknD99dcDAD788EN0d3dHeEfD54cffgBAZqa3v/hHSMx2GBMVmP74in7HxjlnnmrVobcm6dGRxqKcGO6CDgVhq5l78skncfz4cUyaNAkFBQWoqqpCVVUVCgoKMGnSJBw/fhxPPvlkwBsRiB4cKUkAAEmW//M03WKOGPTSBtJJSsfzb8ScNXYqWOcrt+NIf/ExWJrV3+aHjl9IhLYnPx0J6XnD3W7UQ9E09DnER09/rP9N2nCJhiYITogZDIGnWblonkp1+oq5999/HwCJyk2fPt3H0bHNlVdeibS0NJjNZtekhFjFbrdj/fr1AIC5M6cjbRPpIGXvvNNVK+dJvPPar9Ho+z3GJ4aeDnRbyNjPonETQvpcpwsBi7mcnBzs3LkT119/PbRaLXbs2IEdO3ZAp9PhxhtvxPbt22NynJeAm7Kn/g3tvbdj8i2P+H2OREkicGKrAyzDQGQkd12ihCTe9ydVxEGfQp5vIHuSwRog/LUlYXfuAADYJp0+FxlHYT75t/YE72tHg5iLd86d5GasBoLBYHWucXqKudbWVqxdSwy0r7nmmhGTUh0MuVzumiSxcuVKNDU1RXhHwbNr1y5otVrQNI1sQwNoBwu7VISKq+4Z8PjEdHJTpxtipJehpwPazlPD2lfToR3QujzmZg5rLQFCULHyzMxMvPnmm+jp6UFbWxtaW1uhVqvxxhtvIDOTvzmc4USomXOTNXoyZt71DORxSX6fI1ERcUUxLGwWI8QmEhWThEDMAYAli1x0zPX9xUffyBxXM+dPZM5uNSPpWCMAIGH2fF72GgtIRpFUqLSe/w8uLs3a1taG3t5e3tf3h7g4TswFHpnjonmna2Tuo48+AsMwyMnJwcKFI9tzkWPZsmUoKCiAw+HAf/7zn0hvJ2i4FOvUqVOBresAAOqJoyFTDZwxSc4l2RiD2QqHw9HvcYtRh/8bX4LbRhXjxaXT0X5if1D7OrmX3DCzFDC6vDKoNUYqYauZ84SiKGRkZCAzM9Prbm3Tpk3DWTYiCDVzw0PqcXEw63shNZIOQElCckiej3FedJhTjf0e6xuZ40SdP52stZtWQ2wlF7HSBZfystdYIGFcJQAgvrUbjCPw6NVQlJSUuBpPIlU3l5BAbHaCi8wRMcdF904ntFotPv/8cwDA1VdfDZFIFOEdhQexWIxf//rXAIBvv/0WtbW1Ed5R4DgcDqxbRwTc/PnVSNhBhJe8enBBnp7PjfRyQKPR9Ht86+qP8UO3CXvNDP6zZjeur5yCNy6bjc7awMozGg4TjzmJVIzEpKSAzh3phK1mzh8uu+yyUCwrEMV4ijl9RzNkztRUXG5RSJ5PXEDWFbf0n6XYtwGCi8z5I+Y6nP5yvbmpSMwq5GOrMUFmBRmnI7IxaD+6m9e1JRIJRo0aBSByqVZ3ZM4RsN/d6SzmVq1aBZPJhISEBCxZsiTS2wkrixYtQklJCViWjUnv1N27d6O3txcURaFQaoRcT25qS5dcP+g52SWjAQCUgx1wpNeO778mX9AUHCIap2wsXvpyG96ZNQ0bFo7GhsXjsP7aeTD0DN0Ny3nMpSYIHnN84bPX/rHHHkNvby9eeOEFABjSY45D8Jk7/ZCpEl1fdx3Z5XphpRaHxn9KVUxSd8qO/l1XgzVA+CPmHLtI+N9aefrUywFAevEEtMrFkJjt6Di4DdnlM3hdv6ysDEeOHImYmOMicw4HA4vFHtBYLi41m5Bweok5h8OBTz75BABw4YUXusbknS7QNI3f/va3eOCBB/DDDz/g2LFjGDNmTKS35Tc//khmr06ePBnmTd8iHkBPUQbKh7gmpxePgQSADUDj8RqMLfMes3V0L6lRHl+UgcdXrsXvrr0MDTXH8XavDT9srUMiTSFLdBJM+eNY8Md/Dvo8nS1EKKakJg56jEBg+IzMvf7661ixYoUrurFhwwbU1dUN+d9AufZoR6iZGx6yOPebUufsiHSI6ZBFt5JGEbEl11ugV3tH5wZrgPBVM+ewWZF0pB4AkDCrmsfdRj8UTUPn7GjVHdnH+/qRboLgxBwA9PYaAzrXaHT0W+N04Oeff0Zraytomsby5csjvZ2IUF1d7RJwr7/+eoR34z8Mw7jGdy1cuBCSTVsBAI65c4Y8LzlvFBKdqqD5ZP/3akMDudaOHl+GsePGY9WmPbjs9w+Ayc5CfVIy9lEi/GhyYMNXQ3+W9nT3AhA85gYiZDVze/bswaFDh1wfhOnp6T7FXFpaWuC/QYQRauaGh+fUAFstmddoTI4DLQqN0WpmmXt8UOfRPd57CTIyV7ftO0jMpKaqeMElvO01VrAVFQAA7CeO8b42J+aampqg14fW9mAgEhLcnok6ndnv82w2B6xWTszxP5oumvn4448BEEGTlXV6fuhy0TmAiNuampoI78g/9u7d68qQjS9IRVIz8cvLPe+KIc9TJqYhQUJkQVujt4dnT2crWp3TUCZXkwydTCbDY0/8Be98+gUef+EVjJ5A3ud1x08NaOjuWktLumWzC4sC/M1GPiGrmcvMzER+fr7re398d2Ldm0cgcGiRGHYpKY4WNZKOSEtaUsieT5mYBlM8iZT0nPAuvh0sMudLzLU7/eW0WUlIzi3ldb+xANfRKmngv6N19OjRLqPZY8f4F4u+SEpypwi58Vz+4BnFS0w8fcTcsWPHsNs50u7KK6+M8G4iy7x581zjyl577bUI78Y/uBRrRUUFtJtJnZsxUYHimUMb+pORXuQ62Xek1/qV74EFQAE48+Jr3edQFKZPn47ly5fj0muvAwAc01nRtP+XAZ/DatJD7bxpLhoX+2PgooWAGyDOP//8AX9eV1eHPXv2gGGYQY8RGNnYpSQKp2whM/eYjNDO4TRmkk5ZY523OOBEm91uB8MwfjdA2HaTUVbm8WP53mpMkFA2CQAQ38J/R6tMJkOx0+k9EqlWuVwCsZhc7gITc26/rdNJzH300UcAiK1MZWVlZDcTYSiKckXnNm/ejP37g7PjCBeeKdazzjoLtvVE2OmrJvuVKVGpyE2yus9Ir13riM1JdpwMaTkDl8+ctWQ5HCIaOhbYvvK9AY+p278VRmcP0uhKfmtzT2cCFnPr1q3DggULcO21bmV+//33Y9SoUZg2bRoqKirQEYa5bnwj1MwNH4dTzCmcH5ZUtv8TJILB7qy3sDfVe/3cU7RZLBa/InMswyD+yEkAgGLaLJ53GhtwHa1iqwPtx/fyvn4k6+YoioJCQSLHgaRZtVq3mEtKOj3EnFqtxnffka7uK6+8Uug2BDBz5kxMmkRudv71r39FZA+NjY147bXXfJYpHDx4EJ2d5IZ65rRJSKkh6dLks5f69TzcSC+Nutfr58cPHAYAFBb0nxzBkZuXhxSnofv+nzYMeMzRnZsBEI+58imn57V2KMLmM/fGG2/AZDK5xNyWLVvw97//HVVVVXjppZeQlJSExx9/POCNRBqhZm74OKTeDQay3IKQPp8oj6xPN7d4P6/HpAer1eqXmGs/sRcKDfngzp17Lt9bjQnSSybAJiOCvGP/Ft7X58yDI9UEoVCQ3y2QyJzG+ZoQiSgoFKeHafDnn38Om82GlJQULFq0KNLbiQooisKtt94KANixY4drRFa4YFkWf/jDH/DGG2/4NDHmjILHjx8Pzc41ENkZOCQ0xp537ZDncSQ4R3ppNTqv569vJgJxdMXQqdHyinIAQN2xpgHr5k7uJel7pVyCuBCMe4x1wuYzt23bNnz++eeuN/l//vMfyGQyfP7557j99tvxv//9D99++23AGxmKV199FZMnT8bs2bNx3nnnDTlexWKx4I9//CNmzZqF6dOn46yzzorogO/TCYfMW8wpc0M7QFleRLzL5G1dXj8PJjLXtGE1AMCskiJ3wmy+txoT0CKxR0cr/6kkLjJXX18Ps9l/QcUXSiURczqdxe9zOOGnUIhH7HB5T2w2Gz799FMAwCWXXOKXnc/pwrRp0zBv3jwAwBNPPOGKfoWD3bt3u2pNN27cOOhxLMu66uUWLlwIzQ/kuqYeX+r3RJ9EZ3mM50iv2mOHoDeRcpVpi4a+2Z13/jIAwDGtBS2Hd/R7/NRR0iCXmSoIOT4J+OpkMplcnU0OhwOrV6/GsmXLXGO8MjMzeb1Qr1y5Ek888QTWrl2LzZs3Y+bMmVi2bBmYQTpl7r//fqxbtw7r1q3Djh07MG/ePCxevBhGY2B2BAKBw/S58CcWhbb2LLGU3CGqegywmd1/376ROX/GeRmcoX9tWTGo0+BDezDsRaTZyX6C/xsgLjLHMAyOHz/O+/q+UKnI31+vD1zMcUJwpPPjjz+iq6sLYrEYl1xy+nV0++KRRx5BSkoKNBoN/vznPw/6OcQ3H374oevrxsZGNDb2n3wDEPeJ9nbi4Ta/+kzE7yA2Q9L5Z/v9XBl5uQAAjdHi+txc//mHoACoaGDGeUPb1Cy6+BowNAUDC2z+9K1+j7efIvvLzj09O6RDRcCfWgqFwnVH8sUXX6C7uxtXXOFud9br9a7RPXzw3HPP4ZprrnHZndx1113Yt2+f6+7DE4Zh8MYbb+Dmm2+GXE6KOH/3u9+hoaHBNZJmMISaueHDyL1NVVOLy0P6fGljKgGQebAdJ9zeaJ7RBH/TrNKDpB5EXDklBDuNHcSjiKdWKDpaVSoVCgpIajwSqVa3mLP6fQ4XxVOpTg8xxzU+nH322TFpMRVqUlJS8Oc//xkAsH37drz77rshf87m5mZs2EDqz7jP1sGic6tWrQIATJkyBea63a765VHLbvD7+UrLyXWbcjCuaODejT8DAAqSlIhLHrxmDgCysrOR4oy6DVQ316Em6dvCsadno5kvwlYzd/HFF+Occ87B/fffj1tvvRW5ubmuMS/d3d24++67MXHixIA3MhBWqxU7duxARUWF62dJSUkoLCwccP5rV1cXTCYTMjIyvI6Xy+XYvn37kM8l1MwNH9YzIiYXIy4ltHdeKXmjXXYo6uPutGCgaVZDTweSTpFUbdrM02OQ+GAkjif+fQnNXWDsgQ+l90UkmyCUyuGIOf8nRsQqBw4cwKFDhwAIdiRDMWfOHFx++eUAgH/+858DBhb45L///S9YlkVeXh4uvPBCAAOLOb1e76qXW7ZsGVq/IdM7egrSkR7AJJ68ypnIFVGgGRbbN5D1Thw5AQAoKMr2a41x48lN4Ynj3jeFuu42dJpIp3zZtCq/93Q6EbaauUcffRQTJkzAihUrkJycjI8++ggikQgOhwPp6el46623vCJ1w6Grqwt2ux0pKSleP09JSUFra2u/49PT06FUKr1C0Gq1GmazWRgxFg48InOmlNDXQ1A0DX16EgBAV+sWBxKJxNWB509krm7jlwALMCIKxXNOb1udrMq5AMiM1paabbyvH0kxp1KRv7/B4L+Y41Kyp4OY40yCKyoqUF4e2qh6rHP33Xdj+vTpAEjqdd8+/qemAIBGo8EXX3wBALjiiitwxhlnACDpVJ1O53Xs999/D4vFAqVSiQULFkC0mTQxOeYGVgOcVzEXRXJyk7xrww+wWq041U7GJo6dWunXGlPPOBMA0NRrhFHjrmne+/M34G4Rpy44L6B9CQxNwGJOqVTinXfegVqtxtGjRzFnDhkPIhKJwDAMHA4HrrnmGl43OVBr/GA/+81vfoNXX30VXV1dYFkWjz/+OKRSqVcdlUCIkLvHHVkzUoY4kD+s2SQKa22odf2MoiivKRC+xnn1bF0PAOgtyoJMdXoX5aYVjoPZKXra9wxs+jkcODF38uRJVy1juIiLI7+XXu//8+p05LXDCcGRSkdHhyuqw9fN+EhGIpHgmWeeQUlJCaxWK2655Rbccsst+Pjjj13XGz549dVXYTQakZCQgCVLlmDatGmQy+VwOBzYunWr17Gc6DvnnHOgbz2J5EZSDpVz7uUBPSctEiMzl1y/jx2qwd4dW8DayBSUaedc4Ncac8+/FADQywD7fvjC9fPDW8k1RSIRoWjUuIFOFQgS3gpB6urq0Nvbi0mTJvHW9ZWeng6xWNwvqqZWqwcdL/PMM88gJSUFy5Ytg0QiwQ033IAxY8agtHRoR/+HHnrIJQAWL14spFyDwUPMsc6GmJCTlwfsPAycOuX1Y5lM5hJynGgYTNAzB0iK1j5BcCOnaBr6wmzIaxqgr9nL+/pcE4Tdbkdtba3r+3DAiTmj0X8xx0XxuHNHKp999hkcDgcyMjKwYMGCSG8nJoiPj8dLL72E3/zmN2hubsaePXuwZ88e7N+/H08++eSw/fkOHz6MlStXAgDuuOMOqFTE/62qqgo///wzNm7ciLPPJo0NJ06ccI0aW7ZsGU6sehOJAEwJcpQFkW3InzAWONaBtrYufP+/DwAAOWIK5dX+edWNmzgFIqkYDqsde35cg1mX3AwAqHem8TOSlIJ/YR/WrFnjqtsP5oYgqk2DJRIJpk+f7uW4rdFo0NDQ4IoI9kUsFuPhhx/Gpk2bsH79elx22WWoq6vDeecNHdJ96qmn8Pzzz+P5558XhFyQUHK3qaooK7SGwRzS/CIAgKSz2/vnTmFutVpdM1oHisyxDIOEk6SuI37KzBDuNHZgRjlvfI7zP3YrMTER2dmk7ibcqdb4eCLmDQb/xRwXxePOHYlYrVaXaLj00kt5bWAb6WRlZeF///sfXn31VSxbRiw5vv/+e7zzzjvDWpdhGDzzzDNgWRZlZWWuWjkALnuU9evXuwIdXCNGaWkpysvLYXVOfdBNnxTUfOyyuaTcgjJb8e03RGAUpMb5bW8iEomQk0GOPbnvgOvnrQ3kpjszS2iu6cvixYtdGiQsNXPhNg2+77778P7776O7m3xYv/zyy6ioqMDChQtd33sW6z7yyCNePnd//vOfceGFF7rcuwVCB6Vwz78MtWEwhzKPeNkpuzVeP/dMsw41zqvt6C7InNGXnKqzQrnVmEFRThqOFHXNPo4MjkiZB3PRNZPJ/1FlXGQuPn7kRua+++479Pb2QiqV4uKLL470dmIOsViMGTNm4JFHHsGll5L04iuvvDJgk56/rF69GgcOEBH04IMPemW7zj77bKSkpMBoNOK1115DTU0NvvnmGwDA9ddfD7OuBymHyDSbpEX+RdL6UjzvXGQ7myC6W4iVSMGofB9neVMymlybm+rdpu4dHb0AgLzSkqD2JTA4UW8afPHFF+Phhx/G2WefjdmzZ2Pz5s348ssvXS/uxsZGrw+FoqIi3HvvvZg3bx6qqqogFouxYsUK3vYjMDi0h5iLKxgVludMKCJdUzKD1avQlkup+mqAaNlG6oQsKimyxk4N9XZjgtQKEqGMU+uh62rxcXTgRKoJIj6elAEYjYGIOXJsXNzIjMyxLOtqfDjnnHOQlJQU2Q3FOPfeey8mT54MlmXxxBNPwG4PfMaxWq3GP/7xDwDA0qVL+7lDqFQq1zSKL774wmWVMn78eJxzzjk49t0HENnI1Icx5wZXv54zvgpFzvF3Ygu5GR5bNT2gNcZXketIc48RVpMedqsFHc5ReqMnVQa1L4HBiXrTYAC47bbbsHv3bmzevBnffPMN8vPddwjPPvss9uzZ4/r+V7/6FWpqarBx40Zs27YNTz/9tF/ND4LP3PAReYi5pILw1EKlerTcd9UedH3tb2ROt4d0bGpL809rs2BP8ivPBEuTepbmXet5X58Tc8eOHYPD4eB9/cHgUqWBROa4+jpOCI409u7d6/ISExofho9EIsGTTz4JkUiErq4urFu3LuA1XnjhBWi1WiQlJeF3v/vdgMcsW7YMo0ePBsMwqKsjs1fvvfde0DSNnu+J15x6fAmUicGlM2mRGFm5qa7vZRRQuci/5geOORdcBgDQOFjsW/cVjmxfD5PTY7linpAFGYyw+cyF2zQ4XAg+c8NHpFC5vk4rCU8zQUJ6nstrTlPvnlrgGZnjauYGEnP0YWd0SLBicCFTJUCbmQQAUB/sP45nuHBizmKxoKGhgff1ByMhgdR02mwMzGb/6ua4KF5CwsiMzHFRuSlTpmDMmDER3s3IwLOJhBuN5i9btmxxZbZ+//vfIzExccDjaJrGvffe6/p+0aJFqKioAOOwI277XgCA9MzheWYWTCxzfV0ipVE8M7A5vROnzoJY4rQ4+X419v9C6vgoCqioqh7W3kYyYfOZC6dpsEBsIU0md4GGJCWkiriwPCdF0zA43cYNTSfde/FogBhsnBfjsCOxnvgVJkwWmh88MReTmkfrkYM+jgyctLQ0pKaSu/5wploTEtzRNa3WNMSRBLvdAbOZRA4TExU+jo492traXJEjISrHL5ddRqJSu3fvxsmTJ30cDeh0Orz66qu4//77AZCO1XPPHXoG6rRp03Dddddh4sSJuPvuuwEAJzauglJDXtslS64bxm8AjHN6xQFAfkZ8wNd0mqaRm07E6LE9e3FyH8mgpcXLIRFm/vJOVJsGC8QW45bciI4l8yH+4/+F9Xmt6cQTydrsNovmxJzZbB60Zq5p7wZILCTyklfl/+zC0wHxGJImF5+sC8n6kaibU6nc0TWdzncpCDeXFfAWgiOFzz77DAzDICsrC2eeeabvEwT8ZvLkySgpIUX+ntE5vV6PW265BbfddpvrutTQ0ICLL74Yb775JsxmMzIyMvB///d/fll33HXXXXjrrbdcU49aVpKuVnVxFjJHVw7rdyg983yUSsgexk4YHdQaRaMKAQD1Rxqwfz3xxctMTx7WvgQGJiZMg8OBUDM3fGSqBFT/czUmX3F3WJ+XzSQXMqbNPRWES7MaDAbXz/qKufbtPwEAjImKgMbdnA4kTHCO9WrqAOMIvIjbF5ERc+6/vz9pVo3GHb0baZE5i8XisiNZvnw5RCJRhHc0sqAoCsuXk4H033zzDXp7ewEQH9Q9e/Zg+/bteP/998GyLJ599ln09PQgPj4ed955J/73v/8hJydwayfGYYdqI5n6gLOGP5Ywa8wU/D5XhSdSpJi0IDixXz5jBgDgWK8Jh9VGsACqlgRWe3e6EbaaOX8YTkt2pBBq5mIXUXYuAIBud/sbcsJNr9f3+xmHcd8ucozz7lHATfZUcvEWWx1oPRy6urkjR46AYRje1x8IhcL99zeZfIs5o9Hi+tozqjcS+O6776DVaiGTybw8zAT447zzzoNKpYLRaMQtt9yC999/32UhAgBvvfUWPv/8c9ckh6effhrXX389FIrgbhxObFwFlZrcvI5a/tth75+iaSjv+z2S50/GxGvvC2qNWede4v5GTOOGe36Lu5/+17D3NpIJW82cP3D1AgIC4UCWR8SYrKvX/TNnZM5zfmHfmjnxEdLFJ5og1Hj2Jb1oPCyusV79h3oPF07MGY1GNDeHxs+uLzKZGLSzS9cfMed5zEgSc552JOeddx4SEk7vEXahQqlU4oknnoBUKkVdXZ3LbmTevHlIT0+HyWRyfWifccYZqKoa3uD5ls/fA0BSrFljpgxrLY7pt/wZ1R9uhio5I6jzK2fPx+jKMqTkZ+LfX3+DLwUhHgAAT4pJREFU+59+RZj8ECJ8tp0+9thj6O3txQsvvAAAfo16icWh9g899BCWLFkiROdiEM7TTqXWgXHYQYvEA0bmPC1qbGYjEptIJC9pSmCDqE8HKJqGrjAbspoG6A7u5n39rKwsJCQkQKvV4siRI152Q6GCpmlIJDQsFgdMJt/jcjgxR1FECI4U9uzZg+PHjwMALr88sLmdAoFxxhln4LXXXsPdd98NrVaLtLQ0PProo9i8eTMeeeQRAMR0mGtgCBaWYaDcwF+KlS9omsbn2w6BZVlBxPnJmjVr8NVXXwV8ns/I3Ouvv44VK1a4OgI3bNiAurq6If8Lp3cUXwhp1tglqZBEeWgHi55m0jk2kJjzjMy1HNwCkZ2k9/KmR8/FL5pgxjiLno8c5n1tiqIiUjcnlZJLnn9pVq5xRsTbvOlogIvKTZs2DaNGhcfc+3SmoqICb7/9Nq699lq88sorSExMxDnnnIPKykoAwFVXXYWCAt8Tc+xWM1oObRvwsRMbVyFOTa51fKRY+UYQcv4TbJrV5+3mnj17YLVaXR+E6enpLpPCweBmLwoIhIO04nL0Or9W19UgtWCsKwo3WM1c18HtUAAwxcuRnFsavs3GEKoJU4AvfkBciMZ6lZWVYfv27WEVczKZCDqdLaA0q0w2coRcW1sb1q9fD0CIyoWTgoICLwNgiqLwwgsvYPfu3a5Zq7745a4LkfHtRpy8YTnmPfaW12PNH/8bGQDUxZko5ynFKhBb+LxKZWZmeqVA3njjDZ+L+nOMgABfSBVxMDmtI3SNJH3kqwHCcGQ/+Tc3uFqQ04GMKeRDRqExoefUCd7X94zMsSzL+/oDwUXmzGbfHbpcZE4mGzmdnp9++ikYhkF2djbOOOOMSG/ntCY+Ph5nnnmmX1Ffo6YLKT9uBgCkvPspjq9f6XpMr25DsvMx0bKLQrNZgagn4FvO888/3+cxbW1tQW0mkgjWJLGNKTWJ/NtEosYDReY806xMLUnHMiVF4dlgDJJbMQcOCblEnNrxI+/rc2JOo9Ggvb2d9/UHgqt944TaUHCROal0ZIg5s9mMzz//HABpUhPsSGKHgx+/BLGVlC9RDAv1/be7ZlHv+/cTkFjssCokmHTTHyO5TQEeiCprEq6wM5YQauZiG3sGmShga2kC4I7CcbYXEonEq25D3kBSh7LR48K5zZhCLJFBk0cil5r923lfPy8vD0olmecbrlRrIJE57hi5fGSIHsGOJHYxf0kicV1lBbBLRYjv0GL7rUthNekhWkkEeu/i6qBnsQpED2GzJjGZTHj44YdRVlaGuLg4iESifv+F6y5bQMBFlrNO0xkV7usp5xmVs5r0iO/QAAASx08Nz/5iFPto4mJvP1LD+9o0TWPsWDJpIlxiTi4nkTl/xJy7Zi72xZynHcn5558v2JHEEJ11h5B2iGQcUu64D/rbbgEAZGzahz3zRiOhXQNQwNhbH47kNgUiTMD99rfffjvee+89zJ49G1OnTu33ocmybMDDhQUEhoskJ4/829kNwNuGpO/3rYe2gWJIjVbORMGWZCik5RXA95shP9kQkvXLysqwZ8+esIk5Tpj50wDBTYkYCWnW3bt348QJUvcoND7EFkc/eBEpLJlUM+W860FRNH7R65Dy5oeI79QCADqmlKG8bFqEdyoQSQIWc1999RU2btyImTMHH0wei7Vngs9cbKPMJxEkeTe5uA0VmfPsZE3KKQ7bHmORtMmzYcdrSOjQwKjp4j2NE257Ei4yZ7H4tk8ymbg0a+x7zHFRuenTp6O0VOjejiXo78jnqWHBPNAi8lqc98i/cWjKbJgevBcKvRmZv/l9JLcowCMh85nrS1JS0pBCDkDYHN35RKiZi23iC4knmkJnhsWg7ReZG7CTNU/oZPVF/pT5AAWABZp2/sT7+pyY6+rqQnd3N+/r94WLzPkzm9VdMxfbYq6lpQU///wzAOCKK66I8G4EAqF++1okNZFGh4Irvf3jxp9/A0av34+4z7/GuMVXR2J7AiEgbDVzt912m0/VeMkllwz5uIAA36QUuhsZuuoO9YvMeX7PdbI6ioWonC8UCSnQZCUDALr3buF9/aKiItff5ujRo7yv35dAInMjRcx99tlnYBgGOTk5fnuaCUQHDR+/BgDozU1F0fSz+z2ekJaLgsnV4d2UQFQS8FXqnnvuwRtvvIErr7wS06ZNQ1paWj93Z86UUkAgXCRmFYIzxDF0NkOaWOL1uKeY4zpZ5aPLwrW9mMZcWojE1h5YD+3jfW2RSITRo0fj0KFDOHLkCGbPDm0NI2dNElg3a+yKOZPJ5LIjWb58+YiaZDHSYRx2KH/cQL4+7xxQwt9OYAgCvkrt2LED//d//4fOzk7897//HfCYWBzdIdTMxTYiiRQWlRQygxWmjhbIMrwtRzgx59nJmiR0svqFdHwF8MteSI+eDMn6ZWVlOHToEA4f5n9sWF84MWe1+o7MWSyxL+a+/fZb6HQ6yOVyLF26NNLbEQiAw9++B1WvkXSqXv073ycIjAiCrZkL+Cp1xx13YNSoUXjmmWeQm5vrVVgOkG7WWEyzPvXUU0K7foxjiVdCZrDC3NWGlEEaILw6WSfNDfseY5GUafPAvv4uElu6YdKqoUhI4XX98vJy/O9//8OhQ4d4XXcgFIpAInNE8MWqmBPsSGKbzs/eQQaArvIilBePj/R2BMLE4sWLMWvWLLzyyisBnRfwVerIkSNoaWmBSqUa9Jirrroq0GUFBIaNLSEOaOuFrbtjUGsSz07WxKzCCOwy9iicuRh1NAWKYdGwdQ3KFl3J6/rl5eUAgI6ODnR3dyM1NZXX9T2Ry4mo96dmjovecefEGjt37kRtbS0AwY4k1jDre5G8ZQ8AQLZEGNEl4JuAk/Djxo2DWDy0Brz//vuD3pCAQLA4kkjkwd7dNag1ieE4if4IM1n9R5mQCk0OicZ179zA+/olJSWQy8ls3VBH5xQK8jrwJ83KRe+4c2INLio3Y8YMlJSU+DhaIJo48PFLkJjtcEhoTLjirkhvRyAGCFjMPfPMM7j33nvR09Mz6DG+rEuiEWE26wggmXRdokc9aDcr007aJBxZ6WHdWqxjHTsKAGA7GJomCM6iJNRiLpBuVu4YLjUbS7S0tGDjxo0ABDuSWINx2GF7ewUAoHvmJKiShRvP04lgZ7MGfJV69NFH0djYiBUrVmDUqFEDdrOq1eqANxJphJq52IdKJtEjSqPpl2blInNUZycAgM7MDu/mYhx55TTgx21QHK0Nyfrl5eXYu3cvamr4HxvmiVLpbISxMj6PtVjIMQqF1MeR0cenn34KhmGQm5uLuXOF2tBYYt/HL7q85YrveTzCuxEIN2GrmduwYQPy8/ORlZUFvV4PvV7f7xiHw/ddr4AA30hSSLRNpNH1i8xx4k7SSSLK0uy88G4uxsmYXg0zXkF8lw6a1nokZhfxuv748aTA+9ChQ2BZNmQd8Vw3ayA1c0plbKVZTSYTvvjiCwCCHUmswTjsML36ImQAOmZNRPXUBZHekkCMELCYS09PR11d3ZDHZGcLUQ+B8CNJI+kIqcYAsVgMiqLAsqRzlYvMKXp0AABlblFE9hirFExdgMMSGiIbg8atazDxot/wuj7XBKHVatHS0oLc3Fxe1+cILDIXmw0QX3/9tWBHEqPs/fAFJJ3qBiig+IG/Rno7AjFEUDVzvnj77beD2UtEEWrmYh9FOrmJkOtNoCjKK9UqlUph1HRBZrQCAOILRkVkj7GKWCpHb1EWAKBn50be18/Ly3OVOYSybo6rmbPbGTgcgws6h4OBzUYe5wRgLMAwDD788EMAwJIlSxAfHx/hHQn4C+Oww/LqSwCA9lmTUDhlfoR3JBAJQlYz9+6777q+vu6663DttdcOeuzNN98MhiEXwFgz3xVq5mIfZUYuzADEVgdMWtIEYTabARAxp25wj4tKKRCmPwSKo2wscLwFbAjEFkVRKC8vx9atW1FTU4NFixbx/hyAtzAzGq2Ij5cPeJzJZPU4J3Yicz///DMaGxtBURSuvlqY1xlLbH/1/5DYogZLUyh9IPDZnAIjg2Br5nxG5m655Ra89dZbePvtt10pq8EoLCxEYWEh3n///YA24YtXX30VkydPxuzZs3HeeeehqalpyON37NiBxYsXY86cOZg8eTIWL16Mrq4uXvckEH3EZxa4vta01feLzGkajwEAHGJa8JgLAlXlDABA3IlGsIzvNGWgcKnWUDZBeNqMGAyWQY/zfCyWGiDee+89AMD8+fORlyfUhcYKRk0XJP9+AwDQefZsYd6qQMD4jMylpKRg3bp1ru/nz5/frzj5p59+AgA88sgjAICnn36atw2uXLkSTzzxBA4cOIC0tDQ8/vjjWLZsGXbu3DlgYe/hw4exfPlyfPPNNxg3bhwYhsHy5cthNBp525NAdJKYVYhO59f6jlNeTRBSqRSG5hOIA2BMjhPmHAZBzsyzocHfoNCZ0XZsN7LLpvG6PtcEcfjwYTAME5LCfaXSLfBNJtugxxmN7sdiJc26f/9+7N+/HwCGzKAIRB87/3on0rRm2ORiTPrzvyK9HYEYxOfVsq9wu+GGG3Dddddhz549uP7663H99df7PGc4PPfcc7jmmmuQlpYGALjrrruwb98+/PjjjwMe/+ijj+LKK6/EuHFkNidN0/jss89QUFAw4PEcQs1c7CNVxMHmrIkytjd7ReYkEgksLSSia0lNisT2Yp6c8iqY48j/01Mbv+Z9fU7MmUwm1+QCvvGMzBmNg0fmPB+LFTHHReUqKysxceLECO9GwF866w4h6X/k/aS94mIk55ZGeEcCkSTYmrmAb32vv/563HDDDZDL5YOKOb6wWq3YsWMHKioqXD9LSkpCYWEhNm3a1O94lmXx3XffIT4+HsuXL8fs2bOxbNky7N271+dzPfXUUzFX5yfQH3O8EgBg6WrziszJZDI42loAAEx66MZFjWQomoZ2bDEAwLBzM+/rp6WlISuLNFkcOHCA9/UBQKVyC/yh5rMaje6aOc9zopXGxkasX78egBCVizUOPXY7xFYHDMkqTL//hUhvRyDCLF68GE89FXjNZNB5jFD5QHnS1dUFu92OlBTvwd4pKSlobW0d8HitVovnnnsOf/7zn7F582YsXboUc+bM8VlnJzAysCWQmcHW7g4vMSeRSEB1kCQslZEZkb2NBESTpwIApIeOhGR9LqIUKjEnk4nBXbo8BVtfuBQsTVMub7po5sMPPwTLsigoKMC8efMivR0BP6nd+i0y1u8AALC33wZ5XFJkNyQQs8RE4dBAwnGgn1ksJDWyZMkSV8rmV7/6FVJSUvDWW2+FdpMCUYEjkZvP2tmvAULcRSaTSHKEwvBgSZ9JTEyTTnXBoG7nfX1OzB08eJD3tQFSdiGRiAB4d6z2hRNzUikd9aa7PT09+PLLLwEA11xzTdTvV4DAMgxOPXYvwAI9RRmYdtPDkd6SQAzj85bTaDTivffe69fJajKZBvw5wN8EiPT0dIjF4n7jwdRqtSsd40lycjIoikJOTo7Xz/Py8tDQ0DDkcz300EOuSM7ixYuFlGuMwiYnkX971JDGu41npVIpFGotAECRI3SyBkvx7PNwXESBdrCo/2U1xi/9Fa/rT5gwAQBQW1sLnU4XEp80mYyG1eoYMs3KiTmZTMT78/PNp59+CqvViuTkZJx//vmR3o6AD0xaNRq2fIfOn79BWg35XEr54xOgRdEfARYIHWvWrHHV7Vutg99oDobPV49Wq8UNN9zQ7+csyw76c75SsBKJBNOnT3d1aAGARqNBQ0MD5syZ0+94lUqF8vJytLW1ef28s7MT+fn5Qz6X4DM3MqCSkskXvRrI0tyROYq1Q64nkVvBMDh4ZKoE9BRnIfVEK7q3rQN4FnNlZWUQi8Ww2+2oqalBVVUVr+sDJNoGDJ1m5R7jjo1WLBYLPvnkEwBkdFffmcQC0YWmvRHHz54CpcYErnK3Y2oZqs+5JqL7Eog8nkEkrVbL/2zWhIQEvPjii34vyLIsfvMb/kb93Hfffbjjjjvw4IMPIjU1FS+//DIqKiqwcOFCAMDLL7+MzZs346OPPgIA3HPPPXjggQfQ3NyM3NxcfP/992htbQ1po4ZA9CBK5eazar1q5oydza6vkwvGhn1fIwnHhPHAiVaw+/bxvrZUKsXYsWNx6NAhHDhwICRijou2+ROZk0qjOzK3evVq9Pb2QiaT4bLLLov0dgR8sPf5B5CuMYGlKegyEmEuH4NJf3kj0tsSGAH4FHMKhSJgIXTrrbcGvaG+XHzxxWhra8PZZ58NuVyOpKQkfPnll666kMbGRhw54i7G/tWvfoWenh4sWrQIKSkpEIvF+OGHH1BcXMzbngSiFyk3n1Wr9xJz5m5nJ6uIElr/h0nijDOAL35A0vFGMA477+mhiRMnusRcKOAE2lCROU7oyeXRK+YYhsEHH3wAAFi6dCmSkpIiu6EYoXH3OnRdeyl086pw5mvfhO15Ne2NSPriWwBAz41XYu6f/hO25xYY+fi8CvuqNRsIjUYT1GYG47bbbsNtt9024GPPPvtsv5/dd999uO+++wJ6joceeghLliwRauViHHkamc8q05m8Uk62LiLmjIkqoTZlmOTPPR8d+BMkZjsadv6I4ip+3zMTJ07Exx9/jAMHDvBatsHBReYslsFre901c9H7WtmwYYNrdNdVV10V6e3EDLUvPooMvRmyNRug62xGfHqu75N4YO/zDyDdbIc5ToYpv/trWJ5TIPZYs2YNvvrqq4DP81kQ4hnd8Jdgzok0gs/cyECZQS7MUpMNNOVuzmG7OwAAltTEiOxrJJFWWAZdGmlMaPvlO97X5zpatVptSCyFODE31ASIWGiA4OZmz58/32dNsABB19mM1E17AAAUw+Lol2+G5Xl7m2tdUTnD5RdDmZgWlucViD3C7jMnIBCNxGW6bUcYs8H1NaUmHnMOwTCYF0wTSN2hZedW3tfOzs52eUuGItUqd04JsVgGr5lzp1mjMzInjO4KjgPvPgeRzR2R1a8NTZq1p/kkDq/5ADv+8xjW31CNhvmTIXFG5ab+jr9xlwICHIKYExhRJGS6x7axZp3razFnbyMYBvOCYuZcAED8wWNgGYbXtSmKclmU7AtBk4U7MudbzEVrZI4b3TVp0iRhdJefsAwDauVKAHBFlpP31MBq0vP2HAZ1O9bfcQFa5k4C++tfQ/WXZ5CxbgckFjvsUhGYB+4XonICIUEQc06E2awjA0V8ChwS8rJmTG4xp+jtBQBIssNTHzPSKVx4CQBAoTXj1L6NvK9fWVkJAH6N4gsUrg4uViNzdXV1WLduHQDguuuui/Buwou2vREbllXi59+eG/C5tb98hcRTXQCAhKf+DoamIDHbcfS7D3jZW83X7+BI9XhkfLUOFMOCpSnoU+LQWVEK3R/uwaidtZh2/R95eS6BkUvYZrOOVISauZEBRdMwxyvINx533EoN+VqeJUx/4IPM0ZOhT40DAJxa/yXv63Nirra2Flqtlte1Y13McbVyJSUlp9XoLpvJgH3XLUba3uNI/3YDNG3+NeeZNN3Y8a8/oeOPdwEAukuzMG7x1egeR8zDu79dOey99TSfhOX+u6HQmGCVi9Fz580Ye7QLM/a048yv9qPq1r8IETkBvxBq5gQEnFid81kpozsyF2cmNhSy1IyI7GmkQVEUDBPLAACWbZt4X7+srMzVSOVpGs4HnEAbymeOE3rRJuba2trwzTekzuuGG244bUZ3sQyDzbeej9Qjja6fdZ30XU+p725FzbyxUD39d1dUTnnTbwEAkgVnAwDit+4C4xj8teAP++69BjKDFeY4GXK+24Q5970IsVQ+rDUFBALh9LgSCJxW2BNIPYzISKJxLMtAbiVFz/Lk9Ijta6ShnEmiQvEHj/NeNyeVSl11c3ynWt0NEINbk5jNDq9jo4X3338fDocD2dnZWLRoUaS3Eza2PHUr0tc5B9I7nWq09Ud9nnf8uw+h0JjAiCi0zZ8G6o03MPWa+wEApRfeCABQaEyo2xx8I8SeD/6OjC3khoO9/35kFE8Iei0BgWARxJwToWZu5MAmkrFsIosJAECxDGinV5kiSRBzfFG48GIAgEJnRtO+DbyvH6q6OX8ic1an+FcoJLw+93Do7e3F559/DoB0sIrF0SU0Q8WhL1cgcQWpa2tfNBs9hSS6bmyq9XmuZut6AEB3eTEWvP0zxp19peuxzFGToMkhXdOt6wL39QKAo2s/BvNXkhLrmD4OU657MKh1BAQ4hJq5YSLUzI0gnDN2xSYi5sQenrNxaTmR2NGIJGvMFFfdXPNPq3hff9KkSQCAQ4cOBTV4ejA4gWa1Dh5N5IReNIm5jz/+GBaLBcnJyVi6dGmktxMW2o/tgfUP94FiWHSPzsXcl1fBnkFqz2zNjT7OBiT7DgIAqKnTBnzcMpl0Ajt2bg9oXw6bFRv+cCXsv74ZCp0Z5jgZJvz9fVCnSdpbIHQINXMCAk7oeGIMPFrMoqioCGdMn+R6TJUiWJPwibFiHADAsn0L72tPnDgRFEXBZrPh8OHDvK3rj88cl4KNFjFnNBrxySefAACuvPJKyOUjvx6LZRic+M2lkBmsMCYqMG7Fl5DIlUBWFjmgtXXI8/XqNiQ3ErPw9DlnD3hM4hwy4zvpSD3sVrNf+7Ka9PjlitlI++hLIjJLs5H92RqkFZb5+ZsJCPCPIOYERhyiZJI6SbCY8dlnn+G680htl00mFoqSeUYx8wwAQMLBY8MuIu9LQkICSkvJHF0+U63+ROYsFsbr2EizcuVKaLVaKJVKXHbZZZHeTlio37YGybVtAADV3192iSVJLvGSlHR0DXl+3fovABZwiGmUzhs4klmy8FKylsWOuk1f+9yT1aTHlivmIn0nubnoXH4+Zn13ENnjpvv1OwkIhApBzDkRauZGDpJEIuYkBpJmtfSQi75VKRv0HIHgKFl8OQBArregdgv/bvpc3Ryf5sH+NEBEU82c1WrFBx+QmrFLL70U8fHxEd5ReGha+RYAoCc/1avWTZlfQv7tcs8AP/bDf6Fprfc6v2fzj+Tf0lxIFXEDPkdiViF688hUmLafBxdzRk0Xtv3zj9ixaALS9x4n695+E8589hPhBlGAV4SauWEi1MyNHKTJpKZGYiBpE5uGTH+wKwQxxzfpxePRm+ssIv9++H5dfeHE3J49e8Dw1DGrUBDLE06wDQQn9OTyyIu5r7/+Gp2dnZBKpbjqqqsivZ2wwDIMpD//AgBwzK/2eiyhiIySkxmsMGq6cGDla7D/6iYcvGqhV1c1tZfcALCTK4d8LmtlBTlu544+m2BRu2k11v96EY7PKEX8sy8huZGMBdTccyvmPPBykL+dgMDgCDVzAgJO5Cmk201mtIJlGNh7ewAA9jhlJLc1YrHOmEq+2MJ/3dyUKVMAADqdDsePH+dlTXdkbmBx6HAwsNnIY0qllJfnDBabzYY33yTD4JcsWYK0tNPDeLZhxw9IaCeRt+JLb/F6LK3UPb6sq/Ygun9aDQBIrm3Dyc3ka4teg+TaFgBAyuyFQz5X4pwFAICkow2wmY0wqNux9R/3Y9OZJTBfdTky1myCxGyHTSZG+1kzIfvoE8y6+zl+flEBAZ4QxJzAiEORSpocKIaFUdMFh64XAMDEqSK4q5FL2sIlAICUE83Qq9t4XTsjIwMFBaRGaufOnbysyQk0u52Bw9Ff0JlM1n7HRorVq1ejtbUVYrEYN954Y0T3Ek4aVxIB25ubgvxJ3lMuEjLyYZeSmbm9tYchOuz2mzv1/r8AALUbvwTtICO1SqsvGvK5Ss66DKAAsdWBTXcsxfHZY5HwwqtIbiDNE93FmdDeeztGbT+B+St+ROns83n7PQUE+EIQc06EmrmRg9KjY1XXeQqscxwUGz9w3YzA8Bi9cDnsEhEohsWJNR/xvv60acRWgi8xx6VZAcBo7G95YjBYXF8rlZFLs3pG5ZYtW4YsrotzhMMyDKTryLxf+/wz+z1O0TQMacR+SH+yBkkN7huIxJ+3wmrSo+Nr0vnbU5jpc4xWYkY+evKJ/2TG2i2QmmywysVoP2cuZB9/innrazHzrmegEjwqBcKAUDM3TISauZFDfHqu62ujuh3QOcd6xQliLhTIlPFQlxcDAHrXfcf7+pyY2717NxyOwevc/MWzqcFotPR73Gi0ub5WRrBp5quvvjqtonKbHr8FO6ZkYfusAiS09wIAii69ecBjrRmkacH+8zqInClxRkRBZrRiy50XIn31TwAAdsF8v57bNoO8xhwSGh2XnYvSzUcw//U1KJ113nB+JQGBgBFq5gQEnMiUCXBIyEvb3N0BSm8A4PafE+Afyey5AADFrn28j/aaOpXU5BkMBhw96nuEky88U6cmk63f454CT6WKTJrVMyp34YUXjvio3IHP/43kFR9C1a1DfBupce3JT0PB5OoBj2czSfQ9taYeAKDNSEDnDDJGK33tFoAFusYVYPYfX/Xr+ac/8i/o/nAP0r/dgOrnPkN8avawfh8BgXAjiDmBEQdF07A4IyqW3i6InGJOlJgUwV2NbPIXE++z+C4dWmq28bp2amoqiotJ5I+PVKunmBsozer5s0jVzH311Vdoa2s7LaJy6sZjsD3yRwBAZ1k+NPfdgZ7bb0Lxfz4b9BxRTh4AUhcLAKYxJUhdfoPrcWOCAuP/swoiiX9/P1VSOqpu/QuyRk8O8rcQEIgsgphzItTMjSxsKuL9ZFF3QOz0mxM7zYQF+Cd/0hmu0V71X77L+/p81s2pVO7UqdncPzLHRetomoJUGv75pzabDStWrABAonKZmSN3agnjsOPgby+CXGeGKV6O8f/+ArPu/BvmPPAycoYw4lUUlHh9L6uYgvFLf4XenBQ4JDSUz72I1Pwxod6+gADvCDVzw0SomRtZ2FXEhsSu6YHESPzmpAmCmAsVFE3DOIsILmbdT7yvz6Va9+7dC7t9eJMmZDIxKOe8XoNh8MicVEqDjsCszS+//BLt7e2QSCQjPiq3+YlfI+1QPQBA/Phf/B6JFVc42uv7tBlnQiSW/H979x3W5NX+AfybQSCEPSTiQHAPloIIKMM9qtZVW7XV1lar1rZWW/uqrSjWUVvb6k/7uup+WzfVtm5FrWjdqMWFoqIygmwCJCTn90dMJIJAIAPC/bkurkuePM85d0Ke5PZM+B26ikaxV9Cuz2h9h0qIUdCYOUJKUT6fuarIyYLg+VITlg71Y40uU3Htr+pqdUp8guynSXotW53MSaVSJCQk1KgsLpcLCwvV0hbltcwVFamSRUtLXo3qqQ6ZTKY1Vs6cW+XunNgFx02qWadpQ3rBd+ikKl/r5NVe828ljwOPINV/xK3tnOHUuIV+AyWkDqBkjpgl9TIkLD1dM9vNyomWFjCk1r3eRLG1ABwlw+3f1+m1bEdHR7RsqWqNOX/+fI3LEwhUH33lT4BQt8wZP5mLiYnRtMqNGzfO6PUbS57kCXKmT1FtVO/phtDF23S63qVpGyh5qubV7CausLSuH1ucEfIqlMw9R2PmzIydah0qbkqa5pDQsYGpoqkX+AIrZAeoZhQWHdH/EiVdunQBAJzVw04TlpavTubUx6ysjJvMSaVSrFunSoKHDRtm1q1yl2eMhuhZPuRWfHit+hUCK90W9Oby+ChwVP2HTd6mtSFCJMQkaMxcDdGYOfPCfT5zVZieqTkmcjbv5R1qA/vegwAAjtfvoig/W69lBwcHAwCuX7+O/Pz8GpWlbnUrL5lTd7Mau2Xu119/RWZmJqytrfHee+8ZtW5junNkO1xjVfugFn06FY3aBVWrHKlPWwCAS9+Kd3ggpC6hMXOElMJ3UE12EGUXaI7ZOFEyZ2htBr0LBZ8LvkyBW39s1GvZfn5+EAgEUCqVNZ7Vqh4Pp07cSjNFy1x2djY2b1bNAh4zZgycnMxzso5CLsOzqC8AABmtGiNw4rxqlxW+7ghcYv+B95CJ+gqPkDqLkjliliwcVCvEQ7UMFWRCC3B5xl9mor6xtndBZofmAIDsA3v1WrZAINBMhDh37lyNylIncxV1sxqzZW7jxo0oKCiAg4MDRo8235mY53+YAfvHGWBcDpp8swJcbvVfYy6PjwaeHfQYHSF1FyVzz9GYOfNi+dJkB5nQdNsy1TdWfVUbkTueuwqZNE+vZetr3FxFyZx6Oy9ra+Mk/2lpadixQzWr87333oNIpNv4sboiJeE8rNdvAgCkD4yEZ+feJo6IkNqHxszVEI2ZMy9WTtqTHUqeLyJMDK/diClQ8LmwKCrBv3vX6LVs9bi5J0+e4PHjx9UuRyhUJWrlJXN5earZrMba/WHNmjWQyWQQi8UYPny4Ueo0NllhPu5/OBIWRSXIdxIhYK5+3xeEmAuzHjO3atUq+Pv7IyQkBP3790dycvIrz/3999/Rv39/9O7dG4GBgQgLC6txlwype16euapeRJgYnq2LO575q2YY5vy+Xa9le3p6wtVV1epak/tavedqXl5xmcfUS5PY2ho+mXvw4AH2798PAJg4cSIEAtNsH2ZoZ6ePhOPDdCi5HDj88DPtfUqIntX6ZG7Pnj2Ijo7GkSNHEBcXhy5dumDw4MFQvmIz759//hnjx4/H4cOHceHCBQQHB+O111575flq1M1qXkQvfVkobcyz66q2sh2kWkDY+fJN5Gem6q1cDoej6WqNi4urdjk2NqqkSd2lWpr6mDrhM6RVq1ZBqVTCy8sLAwYMMHh9pnBl63dw/TMWAJD9/mi0ihhm2oAIqcXMtpv1u+++w5gxY+Diolq9/+OPP0Z8fDyOHTtW7vnffPMNhgx5MVW9W7duePbsGXJyciqsh7pZzYuNy0v/83++iDAxjvbDPoTcig+eXImEHav0WnZoaCgA1eLBMlnZ7biqQp2oFRSUl8ypZriqEz5DiY+Px/Hjqq3PpkyZYpKtwwwt9fYlcBYsAACk+7dEyJcrTRwRIbWbWXazymQyXLhwAT4+PppjDg4O8PDwwJkzZ8q9plOnTpoPxby8PKxfvx7jxo2Do6OjUWImtYNAaIOS0rMRbWmFeGOyEtkjK8gXAFD4Z4xey+7SpQt4PB6KioqqvURJRcmc+piNjeEmzSiVSnz//fcAVEuuhIWFGawuU5EXFiBx4hsQFMpR4CiC3+rfaUY5IQZSq5O5jIwMlJSUlFlzycnJCSkpKRVeO3LkSLi7u8PCwgLLly83ZJikliouNemBa2dvwkjqJ+chqiU2XG7chyTpX72Va2Njo1mi5NSpU9Uqw9ZWlaiV382qbpkzXDJ34MABJCQkgMPhYPr06eBwOAaryyQYw5nPRsApKRWMy4Ht9yvg4OZh6qgIMVu1OplTK++DrrIPv+3btyMzMxONGzdGYGBgpSvGz5o1C5999hk+++wzGjtnJuSlkjm+HbXMGlu7195FgYM1OEqGW798q9eyu3btCgA4ffo0GGM6X/8imStv0eASrXP0TSqV4v/+7/8AAAMHDkTbtm0NUo8pxS2cjAZ/nQQAZL77Jtr0GGniiAip3Q4dOqTJQaozZq5Wt3m7urqCz+cjMzNT63hmZibE4spX87ewsMDixYuxYsUK7Nixo8ItchYuXAi75/t5EvNQYiMC8AwAwHegZM7YeBYCSPv1hOjXfbD64wCUUSV662YLCwvDsmXLkJaWhrt376JVq1Y6Xa9O1NSJm5pSqURhoQIAYGdnmOVsNm3aBIlEAqFQiMmTJxukDlO6/Ms3cFij2s0iLaITwuesNnFEhNR+ffr00Yzbz83NxcqVuo0vrdUtcxYWFggMDMS1a9c0x3JycvDw4UPNIOiXLVq0qEwZAoGgxns5krqn9AxWgb2zCSOpv9q8/yXAAUSZBbgRo7+1xRo3boxmzZoBAP7++2+dr1cnalKpQqtlr6BApvnd1lb/yVxKSgq2bNkCAHj33Xc1E7vMRdK5gxAsUH0GS7y90HXNoRrt8kAIqZpancwBwIwZM7B161Y8e6ZqYVmxYgV8fHzQo0cPze9vvfWW5vzo6GjcuHFD8/u6deugUCjQq1cv4wZOTM/uxaQHS0fz+tKsK9xa+ELi2xIAkLltvV7LVk8aqM64OXUyp1AoUVT0YtxcTk5hmXP0acWKFZDJZGjYsKHZbdtVUlyIlBkTwVUwZDdyQuC2E7CwFJo6LELqhVrdzQoAQ4cORWpqKnr16gUrKys4ODhg3759mhmrjx49wq1btzTnL1q0CBMmTIBAIIBMJgOfz8eff/5Z6biUWbNmYeDAgbQ8iTkpNenByoGSOVNxGD0euPolXK/chuT+Dbh66Wc/za5du2Lz5s34999/8ezZMzg7V731tXSrW05OIYRC9SLCL5I5e3v9JiLXrl3D4cOHAaiWWLK0NK8t5s5GT4RzcgaUXA7Ey9bA2p7uOUJ0dejQIc1C4rrgsOqMHjYjubm5sLe3R05ODo2ZMzOnvx4H5007AQAux8+iQXOfSq4ghqCQy3A5sDFEWQXIGPkawr7Vz64QCoUCffr0QXZ2Nr788kudtsJKTc1BWNhaAMD+/WPQurVqDO7580kYM2Y3AOD69U9gaWmhl1iVSiXGjRuHhIQE+Pn5Ye3atWY1g/XhxWPIe2MwuAoGyZsDEb7kN1OHREidVZ28pNZ3sxJSXTz7F5MeRE6VT5ghhsGzEKDo9dcAALb7D0Oak6Gfcnk8REZGAsArFxF/ldKtbrm5L1rj1N2sAgFXb4kcAOzevdtslyJhSiUezv4IXAVDjrsTgqPWmTokQuodSuaI2RI4qbp5GJcDoZ1TJWcTQ/KdMh9yKz4spTJc/Xmu3spVj529dOkSsrKyqnydlZUF+Hz14uIv9mdV/1so1N8IlGfPnmlmpg0fPtzsliK5tvP/4HLrEQDAYd4SCIS02wohxkbJ3HO0N6v5sWum2uw938mGVp43MTvXxsju1x0AYPHbTsiLpHopNyAgAHZ2dlAqlYiNja3ydRwOB0KhapZlXl6R5nh+vv6TuR9//BH5+flwcnIyu6VIFLJiFC5bAgBID2yLtr1HmTgiQuo2s92b1Vhob1bz0zJ8KAq+mgnXlRtMHQoB0O6TBVDyOBBlFeDqZv0sIszn8xEREQFA965Wa2tVwlZey5z6sZq6ePEiDhw4AACYNm0abM1gWzmmVOL+mT/w7/5fcGbeeNilZoNxOWjx9U+mDo2QOs8s92YlpCY4XC4C3/8aXl36mToUAsDVsz0k4QEAAMUv66BUlN19oTrUXa3nz59HTk5Ola+ztlaNicvNLdsyp36sJuRyORYvXgxA1YLYt2/fGpdparLCfJwcG46iUSPB+WgqXLbuBQCk9+2Gxj7lr/1JCDE8SuYIIUbTctoCMC4HdilZuLhmnl7KDAwMhI2NDZRKJU6ePFnl69StbwUFMs2x/HyZ1mM1sWXLFjx48AB8Ph9ffvllnZ/0kPU4Eedf80eDU5cBAAoL1ddHbgM7+M35P1OGRki9R8ncczRmjhDDa+zTFZLIzgAAzprVkBXWfGcWgUCA8PBwAMDBgwerfJ1IpGp9K93Nqk7mbGwENYrp6dOnWLdONavznXfe0exWUVclXzmJxEGhcEp8CsblIHvqB+hwNxdtknIR9M8TODZqbuoQCTELNGauhmjMHCHG0X7OcigsuBBlFuDCTzP1Umb//v0BABcuXIBEIqnSNepkrqDgxQ4QUqlc67HqYIxh8eLFkMlkcHd3r3BP6Lrg5qFtePbWYIie5aNYaAHljz8gZMaP4HA44HJ54HDpa4QQfaExc4SQOsHVqwMyX+sJABBu+RX5mak1LjMwMBDOzs5gjFW5hd3aWtX6VrqbVZ3YiUTVb5k7ePAg4uLiAAAzZ86ElZX+twUzlku/fAPF5A8hKJQj31EEx2274T34A1OHRQh5CSVzhBCj8/vPT5AJLWCVX4yLX42vcXlcLlfTsv7XX39V6Rp1V2p+/ouWOXViV91kLisrC9999x0A1f+wQ0Pr5qQAplTizLz3IZy3ENwSJbKausAzJhbNOvUwdWiEkHJQMvccjZkjxHjs3ZpC+v5YAECDP2OR+Pe+Gpep7mq9c+cO7t+/X+n56mSudMucVKqaYWtrW719U5ctW4acnBzY29tjxowZ1SrD1Irzc3DqvR5w/OVXAIDEpzn89l+Ea7N2Jo6MEPNHY+ZqiMbMEWJcXaZ9j0xPMcCAtFkfQyGXVX5RBVq3bg1PT08A0KztVhF1wqZO4ACgsFD1bxsb3ZO5uLg4Tb3Tp0+Ho6NjJVfUPik3L+BSP1+4njgPAEjvEYTQ3echcnA1cWSE1A80Zo4QUqdweXy4L1oBxuXA8aEE55Z+UqPyOBwO+vVTrSn4559/QqlUVni+OmFTJ3BA9VvmpFIpvvnmGwBAcHCwJo66gimVuPDfr5H+ek84PJJAyeMg++MJCF93FHxB3R3zR0h9QckcIcRkvIL7QzJQNQ7Lbv1W3D9XeYtaRQYMGAAul4v09HScPXu2wnP12TK3cuVKpKWlQSgUYtasWXVqTbnsp0k4NbILRIu+h0VRCfIdRRD8sgkh03+gmaqE1BF0pz5HY+YIMY3gRVuQ4+4EXokS6R+PhzQno9plubm5ITg4GACwd+/eCs99uWWuqEgOuVzVmmdnV/XWqGvXrmHHjh0AgClTpqBhw4Y6x20q8TtW4F6fALie/xcAkBbWEW2OXkGriGEmjoyQ+onGzNUQjZkjxDQsRXZwX7kZCgsu7NJycP6T4WCVdJFWZOjQoQCAU6dOISPj1Ymhvb0QACCXK1FUJEdeXlGZxyojk8kQHR0Nxhg6dOiAN954o9pxG1Nm8l3EvhMGi8+/hDC3CMUiAQoXzEXkltOwc2lk6vAIqbdozBwhpM7y6BiJ/KkfAgAanLiAuG+nVrusrl27wsXFBUqlEvv2vXqWbOnWt9zcQuTmFmp+t7WtWsvchg0bkJSUBD6fj6+//hrcWt4tKS+S4sw3HyK5ZwAanLwEAJD4tUCTA2fR6e0vTBwdIaS6avcnDyGk3ugydQnSIgIAAI7/3Yirv/1UrXJ4PB4GDRoEAIiJiXnlRIjSrW+5uUXIyXnRMleVbtZ79+5hw4YNAID33nsPXl5e1YrXWK7vXYNLYS3huGYLLIpKILUTIn/2DITtvQIXjzamDo8QUgOUzD1HY+YIMS0Ol4vQ1X8ho01TgAHcr77Cndjd1Srr9ddfB6DaI/XcuXPlnvNyMpeXp2qZ43I5EIkqngChVCoRHR2NkpISeHp6Yty4cdWK0xhuH/kNpwZ0AO/TabBLy4aSx4FkWF+0PX0TnSfMo0kOhNQiNGauhmjMHCGmJ7ASwXfLYeS62YMvU6Bw4nu4c2KXzuW4u7trdl/YunVruedYWVmAx1PNOs3NLUReXjEAQCjkVdpdunXrVty4cQMcDgdfffUVBILqb/9lCEypxI1963CqX3so3h8PlxtJAFRdqg6/H0b4st20dhwhtRCNmSOEmAX7Bk3QbNufyHOxhUVRCQo/HI9bh3/VuZwxY8YAAM6fP487d+6UeZzL5UIo5AMA8vKKSiVz/ArLvX//Pn7++WcAwOjRo+Hj46NzbIaikMtwaeMixEV4gTv1E7gkPAAAZLRpAvbzKoTFXEVj7xDTBkkI0TtK5gghtY64pT88dx5BXgM7WBSVQD55Ai6una9TGQEBAWjVqhUAYNu2beWe8yKZK0Z+fuXJnEKhQFRUFORyOTw8PDBp0iSdYjKUrCf3cGbxFFwM9oBw7gI4PpQAANJ9WwBr1qDbwZto339snVr/jhBSdZTMPUdj5gipXRp4ecNrx1FkN3ICT66E9YIlODVjBJQl8ipdz+FwNK1zhw4dgkQiKXOOtfWLZC43t1jrWHk2b96MhIQEcLlcREVFwdKyenu46oM0JwMX10fj5Ov+eNrVF44/b4StJBeMy0FaVz8Id+xBxL54tOszmpI4QuoIGjNXQzRmjpDax9WzPXz/uoz0Tq0BAC47/8KZvu2Reudyla7v3bs3GjRogJKSEvz6a9muWnXilp//omVOJCp//FtiYiJWr14NQNWF6+3trfPzqSlZYT6ubPsesW92QWKAF6znL4brlTvgKBkKba2QPrgnnA6eROS2M/AMos8zQuoaGjNHCDFLIgdXhO08D8mbAwEO4Hz3CdIGRuLsj59DqSip8Fo+n4+33noLALB9+/YyiwiLRBYAgPx8GQoK5FrHSispKUFUVJRm9uqHH36oj6dWJal3LuPsD9NxckhH3PJxh+Wsr9Hg7HXwZQrIBTykh/pCvnQxfC8/QcTy39GwdSejxUYIqR0omSOE1HpcHh/hS34DVq9BgZMIFkUlsP9hFeJ6tMbdkxVv2zVixAi4urqiuLgYa9eu1XrM2lqVuOXlFUMqlT0/VrabdcOGDbh165ame9WQs1czH93B5c1LcHLyAJzr0hiZvbrB/sf/wvXybfBlCij4XKQHtEXhvDloeSkJEf+Lg+8bU8EXVH0LMkKIeal42lY9MmvWLAwcOJC6Wgmpxdr1GY28TpG4NPtdNDj0N5ySUiF/ZwxiA9qi2RcL0Syod5lrrKys8MEHH2DhwoXYu3cvRo8ejaZNmwIAbGxUSVlBgRyFheqWOe1E7fLly5okcOzYsWjfvr3eno+8sACPLp+A5NIpFF29CKsbt2CXlgMrAKVTM6m9EPkBPrDr3h+t+o+Bt5NYbzEQQmqPQ4cOYf/+/Tpfx2GMMQPEU2fk5ubC3t4eOTk5sLOzM3U4hJAqSvx7H1LmTodz4lPNMYl/K7h+8Cna9ntbazFchUKBESNG4NGjR+jZsycWL14MAJgzZz927LiNLl3EKCoqwdWrGRg7tgNmz+4LAMjKysKoUaMgkUjQvn17rFu3DhYWZbthK8OUSmQ9uYfU+DPIuXUVxXcSYHEnEfbJEnBLyu5QIbPiI7t1M/A6BaBR3xFoFtgLXC5P53oJIXVPdfKSOtEyt2rVKqxduxZCoRAODg5YvXo1mjRporfzCSF1T4uug9D8yGu4tnsV8pd/B8dHErheuQNMnoxz7rOh6NcPrd/+FK6e7cHj8TBlyhTMnDkTR48exYkTJxAZGalpmZNKS1BUpBp/pz6mUCgwd+5cSCQS2NjYYNGiRZUmckypRObju0i9Foecm1cgu3sLvKSHsHmSDssCVTeufTnX5bnaQtrSEwL/ADQM64/WAT3B4+ueNBJC6qdan8zt2bMH0dHRuH79OlxcXDB//nwMHjwYFy9eLHeVdl3PJ4TUXRwuF74jPoJy6If4d996ZK1bAZcbSbB/mgWs/x/SN/yKmx28IBoyEiHDJyEkJARxcXGIiopCy5YtYWOjWlpEKpWXSuYsoVQqMX/+fMTFxQEA5s6dC3d3d0298iIpUm9dREbCRRQkJqDkfiL4jx5DlPIMllIZOAAcyolXyeMgz80RxR6NwGvTDo6dQtEkqDfsG9B/Ngkh1Vfru1lDQkIQGhqKpUuXAgCys7Ph7OyMgwcPolevXjU+X92cOWXKFBozR2qNQ4cO0Xuxmh5diUXSlhUQHT0J65xCzfESAQ+P2rfE4qQCSLlWaNO2Hbp3n4Rvv/0HPB4XjDEolQzz54cjKekoNmzYADs7W7zRvwcim9pAmhAP9uABrB6nwFaSC47y1R+dSh4HuWInyDwagdu8JWxae8PVOwgN23Wu0xMVzPF9WdeeU22M19QxGbt+Q9anHjO3cuVK8+lmlclkuHDhgtYq6w4ODvDw8MCZM2fKJGe6nl/awoULacwcqTVM/eFYlzX1j0BT/wgo5DIk/LEBz3ZugvN51VIeXlduYYZMia+zZLj04C4kDwuhVHTRXMvlMmxfH42E+JNQ5hegp4iPARtvgsPhQFROXTKhBfLdXVDStDF4zbxg06oDXNoF1Pmk7VXM8X1Z155TbYzX1DGZUzLXp08fBAcHY+XKlTpdV6v7HTMyMlBSUgInJyet405OTkhJSanx+aT2oN036gdj/p15FgJ4D5mIiP/FofmlJBTOm4P0Lh3gZWOBCbZ8CKVFeHpxPxpYXoS78Coa8Q5AKFmGu6f+hEVOPgbzGd4WcsHhcFBoawWJT3OkD+6J3OlTwFmzBuK/r8I3IRNdjyciYmMsukX9Av9Rn6GJX5jBErn6dp/U9edb2+OvLfGZKg5j1mvoump1y5xaeVvRVLQ9jS7nq3uZc3Nzqxkd0Yf9+/cjODjY1GHUGjKZzCzfkyb7O3MEaDl0CjB0CgrzMtHx4FZ8sXcXYv5OQMK93VqnthTw0N+7MXJtBMgbMx7ijhFo1LiV1uxYtbz8fGM9AwCmv0+M/b40xvM15HMyRPz6jFdf8dU0pprGUd36q1tvderTpS512TqNgmO1mEwmY3w+n23ZskXruKenJ5s7d26Nz2eMseTkZAaAfuiHfuiHfuiHfuin1vwkJydXOV+q1S1zFhYWCAwMxLVr1zTHcnJy8PDhQ4SGhtb4fABwd3dHcnIybG1taTNqQgghhJgUYwx5eXlaM+grU+tns+7ZswcfffQRrl+/DmdnZyxYsAC7d+/GpUuXwOVysWLFCsTFxWk20a7sfEIIIYQQc1KrW+YAYOjQoUhNTUWvXr1gZWUFBwcH7Nu3T5OYPXr0CLdu3ary+YQQQgghZqXKHbJ12MqVK5mfnx8LDg5m/fr1Y48ePSr3vJycHBYVFcVCQ0NZWFgY8/X1ZUuXLmVKpdLIEZP6oKrvy9KkUilr1qwZGzt2rOEDNHO6vv5btmxhISEhrFu3bqxDhw5s4sSJRorUeHR5Ta5cucJ69OjBgoODWefOndnw4cPZ48ePjRhtzUkkEjZy5EjWrFkzU4eiUdWYjPl9VZ3XSZ+fVbrWX9N7VZf69HkfKJVK9ssvv7CwsDAWGRnJ/Pz82MSJE1lWVlal15p9Mrd7924mFouZRCJhjDE2b9485u/vzxQKRZlz9+/fz/z8/Fh+fj5jjLH79+8ze3t7tmLFCqPGTMyfLu/L0ubMmcPs7e0pmashXV//TZs2sZCQEJadnc0YU33Y9+7d22jxGoMur4lSqWSNGzdmn3/+ueb3ESNGsB49ehg15pq4fv06Cw8PZ5MnT2YeHh6mDocxpltMxvq+qu7rpK/PKl3rr+m9qkt9+r4P8vLymEgkYrdv32aMMVZQUMCCgoLYsGHDKr3W7JO54OBgNmPGDM3vWVlZjMvlssOHD5c5Nz4+nu3bt0/r2NChQ1nfvn0NHiepX3R5X6olJiay0NBQ9vbbb1MyV0O6vP4lJSWsYcOG7NChQ8YM0eh0eU0kEgkDwP766y/NsZUrVzKRSGSUWPUhJSWFFRUVsQ0bNtSaZE6XmIz1fVWd10mfn1W61K+Pe1WX+vR9HxQVFbGlS5dqHVu+fDkTCoWVtria9UAy9Y4QPj4+mmOld4R4mY+PDwYOHKh1TCqVws3NzeCxkvpD1/el2qefforvv/+exn/WkK6vf3x8PFJSUvDs2TP06dMHISEh+OCDDyCRSIwZtkHp+pq4uLggLCwMu3btgkKhQFFREWJiYtCtWzdjhl0jYrEYlpaWpg5Diy4xGev7qjqvkz4/q3SpXx/3qi716fs+sLS0xIwZM7SOSaVSNGjQoNLVNsz6W6GmO0JIJBKcOXMG06ZNM1SIpB6qzvsyJiYGbm5uCAoKMkaIZk3X1//evXsAgB9//BHbt2/H6dOnIZfL0atXLyiVSqPEbGjVfU8+fPgQTZo0gYeHB2xsbLB9+3ZjhEvKUVu+r0z5WWWKe9WQ9wFjDLt27cIXX3xR6blmncyp6bqDBKB6ESdMmIDo6Gj4+voaKjRSj1X1fVlYWIj58+dj0aJFxgir3qjq619cXAwAmDRpEhwcHMDj8TBnzhzEx8fj77//NnicxlTV10Qul6Nnz55o3rw5kpOT8fTpU7i6umLKlCnGCJO8pLZ8X5n6s8rY96qh74Mff/wRTZs21dpv/lVq/dIkNeHq6go+n4/MzEyt45mZmRCLxRVeO3XqVPj7++OTTz4xZIikHtL1fblw4UKMHz8erq6uxgrRrOn6+qtbq0ov4NmkSRMAwMOHDw0YqfHo+pocO3YMly9fRkxMDHg8HgBgzpw5aNq0KSZMmFCnulvNQW35vjL1Z5Wx71VD3ge//fYbjh8/jp07d1ZpQwOzTuaqsyMEoLoxXFxc8PXXXwMArl+/Dm9vb4PHS+oHXd+XsbGx4HA42LlzJwBo1lWMiIjA+PHj8fbbbxsncDOh6+sfEBAALpeL1NRUzTH1GBz1F0Vdp+trIpfLAQACgUBzTP3vlxNCYli16fvK1J9Vxr5XDXUfbN++HVu2bMGePXtgaWmJu3fvomnTphWP5avWlIs6ZPfu3axhw4YsIyODMcZYdHQ08/PzYwqFgmVlZbGQkBAWGxurOf+jjz5iH3/8McvLy9P8hIWFmSp8YqZ0fV+WNnbsWJrNWkO6vv5jxoxh3bp1Y8XFxYwxxr788kvm7e3N5HK5SeI3BF1eE4lEwpycnFh0dLTm+ujoaGZvb8/S0tJMEn911abZrGrlxWTq76uqxlSaPj+rqlq/vu7VqtRniPvgt99+Y2FhYSw9PV3zNx09ejRLSkqq8DqzT+YYU00V9vf3L7MQ5tOnT5mTkxPbtWsXY4yxnTt3lrvZbW270Yl5qOr7Uu3u3bssPDycubm5MTc3NxYeHs7u3r1ritDNgi6vf35+Pnv//fdZu3btWLdu3diwYcN02gS7rtDlNfnnn39Y9+7dWXBwMOvSpQuLiIhgcXFxpgpdZ1KplIWHh7PWrVszS0tLFh4ebvI1RSuKyVTfV7rEpKbPzypd66/pvaprffq8D1JSUhiPxyv371pZMlfr92YlhBBCCCGvVi9msxJCCCGEmCtK5gghhBBC6jBK5gghhBBC6jBK5gghhBBC6jBK5gghhBBC6jBK5gghhBBC6jBK5gghhBBC6jBK5gghxMwplUoUFBSYrP68vDyT1U1IfUDJHCGkXD4+PrC2tgaHw4GzszN69uyp9fjhw4fB4XCwdu1areNLliyBWCwGl8uFWCzG5cuXjRm2xoABA+Dk5AQOh4ONGzeaJIbq0HfcDx48QFBQEG7fvl3z4KppwIAB+N///mey+gkxd5TMEULKde3aNXz11VcAgOXLl+Po0aNajx8/fhwAcOzYMa3jM2fOxNGjR9G5c2ekpqaiY8eOxgn4JX/++Sf27NljkrqrIioqChwOBw8ePNA6rs+4U1JS0K1bN7zzzjsm+zsAwLp16/DZZ59h27ZtJouBEHNGyRwh5JW6d+8O4EXiVtqxY8dgZ2eH48eP4+VdAY8fP665lpjO5MmT4eHhgalTp5o0jlatWiEqKgqTJk1CSkqKSWMhxBxRMkcIeaWAgADY29uXaX3Lzs5GSkoK3nrrLUgkEly/fl3r8ePHj6NHjx7GDJW85MaNG4iJicH06dNNHQoA4L333gOfz8dPP/1k6lAIMTuUzBFCXonH4yEsLAwPHz7E/fv3NcdjY2MRHh6uaX0rnewplUr8888/CA0NBQCcPHkSb775Jjw9PeHi4oImTZrgk08+QX5+vuaavn37wtLSEhwOB2KxWDMO7/LlyxCLxeDz+XBxccH58+cBAEVFRfjqq6/g5eUFJycnNGrUCBMnToREIqnS81IqlVi2bBnatm0LJycnuLm5YdSoUVrP8ZtvvoFYLAaHw8G4ceOwc+dO+Pv7w87ODkFBQbh48WKZciUSCcaMGQNHR0e4u7ujV69euHHjBjgcDoRCIcRiMRITE+Hj44PvvvsOABAYGAixWAyxWIzMzMwycUZFRaFFixZwdHTEkCFDkJ6eXqXnuH37dgAo00LaunVr2NjYaHXxJicnQywWQyAQoFmzZppzN2/eDLFYDB6Ph4iICJw8eRJBQUGws7ND586dNX+PZcuWoUWLFnBxccG7775b7mQLgUCArl274rfffqtS/IQQHTBCCKnADz/8wACwtWvXao599NFHbN26dSw9PZ1xOBw2YMAAzWMXLlxgERERmt+HDRvGIiIimEQiYYwxduXKFdakSRM2YsQIrXpmzpzJALArV65oHU9PT2fOzs5MKpUyxhhTKBSsd+/erFGjRuzixYuMMcYSExOZt7c3a9WqFcvLy9Nce+LECQaAbdiwQavM8ePHM1tbW3bkyBHGGGOpqaksMjKSubq6ssePH2udC4C1bduW/ec//2HFxcUsKyuLde7cmbm4uLDCwkLNecXFxczX15c1adKE/fvvv4wxxuLj41lQUBADwMaOHatV7ty5cxkAlpSUVOY1V8ft6+vLdu7cyZRKJbt58yZzdnZmr732WpnzyxMREcHEYnG5j72q7vDwcObh4VHmfA8PD+bp6ckmTZrEpFIpy83NZcHBwczV1ZWtWbOGxcTEMKVSyeLi4hiPx2P/+c9/yq33iy++YADYo0ePqvQcCCFVQy1zhJAKldf6duzYMXTv3h2urq7w9vbGqVOnUFJSAqDseLnmzZtj6dKlcHFxAQD4+flh9uzZ2LlzJ+7evas5b9y4cQCATZs2adW/bds2DBkyBEKhUPP74cOHER0djU6dOmnqWLZsGe7cuYP//ve/FT6f06dPY/369Zg2bZpmhq6bmxvWrFkDiUSCRYsWlbkmMzMT8+fPh0AggIODAyZMmICMjAycPXtWc8769esRHx+PmTNnol27dgBUM4JrMl7Ny8sLw4cPB4fDQZs2bTBgwAAcPHgQMpms0mvv3r0LNze3atf9sidPniA6OhpCoRC2traYMGECJBIJjh49isGDB4PD4SA4OBghISHYtWtXuWWIxWIAwJ07d/QWFyGEulkJIZXw9vZGgwYNcOLECQCqGZLFxcXw9PQEoEr28vLyNF1uL4+XW7JkCQICArTKbNmyJQDg5s2bmmNt2rRB586dsW3bNsjlcs3xjRs3YuzYsZrfd+zYAQDo3bu3VpnqxO7QoUMVPp9XXd+iRQvY2dmVe33Hjh3B5/M1vzdp0gQAtAbz79u3D4Cqy7i0iIiICuOpSJcuXbR+b9SoEUpKSpCRkVHptc+ePYNIJKp23S9r0aIFnJ2dtWIBUOZv27hxYzx+/LjcMtTxPHv2TG9xEUIomSOEVILD4SAiIgJpaWm4ceMGjh8/jsjISM3jpVvu5HI54uPj0blzZ83jT548wdSpU9GhQwe4ublBLBZj+PDhAFBmjNi4ceMgkUhw4MABAEB8fDzy8/PRtWtXzTmJiYkAVMmbeqyZWCxG27ZtIRKJypT5MvX1r7/+utb1YrEYjDFkZWWVuUbdqqgmEAgAQKuFLCkpCQDQsGFDrXPVrVHVUZV6X0Umk2kloDX1ciwWFhblHhcIBCgsLCy3DHU8VYmfEFJ1+rvTCSFmq3v37tixYweOHz+Oq1evai0gHB4eDh6Ph2PHjiEyMhL+/v6aL+28vDwEBweDw+Fgz5496NixIzgcDmJjY7USQrU333wT06ZNw8aNGzFo0KAyrXIANMug3Lt3r1otT+rrY2Nj0b59+ypdw+VW/v9edbnspWVaaqIq9b6KtbW1VgtnVSiVylc+xuFwdDpeHnUSZ21trVNchJCKUcscIaRS6m7T48ePlxkTZ2dnh4CAAJw9exZ//PGHVhfrsWPHkJycjClTpqBTp06VfvE7Ojpi0KBB+OOPP5Camopff/0V77zzjtY5rVq1AqBq8XvZ7du3ce3atQrrqOj6R48eabqLdeXl5QUASE1N1Tr+8u/G0rBhQ2RnZ1d4jnqco1pVZwNXlzoed3d3g9ZDSH1DyRwhpFItWrRA06ZNcfDgQYhEojJdh927d4dMJsOqVau0Ej1LS0sAZVtvkpOTX1nX2LFjIZfLMXbsWLRr1w4eHh5aj7/xxhsAgJiYGK3jjDGMHDmyzE4VL3vV9QAwdepUbN26tcLrX2XgwIEAoOkiVouNjS33fHWrojqh2rJlS7mLM1dX+/bty01YSyv9uEQiwb179/RWf3keP34MLpeLtm3bGrQeQuobSuYIIVUSGRmJ4uLicnd2UB+zsLCAr6+v5nhISAgaNmyIlStX4tatWwBUsywXLFjwynr69u0LsViMw4cPa2a4ljZq1Cj069cP3377LU6fPg0AkEqlmD59OoqKijB+/PgKn0fXrl0xceJEbNiwAXv37gVjDHK5HN9//z3OnTuHGTNmVPpalGf8+PHw9vbGkiVLkJCQAEC1JdqrksM2bdoAABISElBcXIzFixcjJyenWnWXp0ePHsjNzcXDhw9fec7KlStRXFwMqVSKWbNmoXHjxnqrvzzx8fEIDAyEvb29QeshpN4x4bIohJA6ZPPmzQwA27NnT5nHpFIps7S0ZEOHDi3zWHx8POvduzdzcHBgXl5erHfv3pq16+zs7FifPn3KXDN9+nQmEolYfn5+ubEUFxezefPmsebNmzNXV1fm6enJ3n//ffbkyRPNOf3792eOjo6aevz9/TWPKZVKtnz5cta+fXvm7OzMPDw82BtvvMFu3bqlOWfNmjXMzc2NAWBWVlbMzc2NMcbYxx9/rFVu6fjT0tLYqFGjmL29PWvUqBEbOHAgu3//PgPA3n33Xa3noFAo2Pjx45mrqytr1KgR++CDD5hCoWDjxo3TKn/IkCGMMcYCAgKYSCRiAJiLiwubN29eua+NWkZGBhMKheyHH34o85h6nTlfX19mZ2fH2rdvz44cOcLCw8MZl8tlbm5ubNu2bezAgQPMzc2NcblcZmFhwdzc3FhSUhKbMmWKVoyDBg1iJSUlzM3NjVlZWTEAzM3Nja1Zs0ZT59OnT5mFhQVbvXp1hXETQnTHYUyPo3UJIYRoSUtLg1gsxueff45vv/3WqHXPnz8fq1evRmJiomadPgCIiorCvHnzkJSUpLXjgyF98sknOHr0KK5evaqZCUsI0Q/qZiWEED3p2rVrmUkF6oWFw8LCjB7P7NmzERQUhGHDhqG4uNjo9att3LgRO3fuxN69eymRI8QAKJkjhBA9OXfuHGbPnq1JnNQ7QoSFhaF///5Gj4fH42HXrl0IDQ1FfHy80etXO3/+PP755x/NTGJCiH7ROnOEEKInixcvxt69e+Hl5YXCwkLY2tpixIgRmDdvXo3WjKsJLpeL2bNnm6RutVWrVpm0fkLMHY2ZI4QQQgipw6iblRBCCCGkDqNkjhBCCCGkDqNkjhBCCCGkDqNkjhBCCCGkDqNkjhBCCCGkDqNkjhBCCCGkDqNkjhBCCCGkDvt/A4B1dYjgs7cAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.clouds import vary_one_parameter\n", "\n", "param_name = 'log_X_MgSiO3'\n", "vary_list = [-30, -20, -15, -10, -5]\n", "\n", "vary_one_parameter(model_MgSiO3_reflect, planet, star, param_name, vary_list,\n", " wl, opac_mgsio3, P, P_ref, R_p_ref, PT_params, log_X_params, cloud_params,\n", " spectrum_type = 'emission', y_unit = 'Fp/Fs')" ] } ], "metadata": { "kernelspec": { "display_name": "POSEIDON-V12", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.9" } }, "nbformat": 4, "nbformat_minor": 2 }