{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Advanced Aerosols in Eclipse Geometry\n", "\n", "As of POSEIDON v1.3.1. we have included support in emission geometries (direct emission, reflection, thermal scattering) for two new beta features: \n", "\n", "1. Overlapping clouds \n", "- When POSEIDON v1.2 was released, emission and reflection geometries could only handle one aerosol species.\n", "- With POSEIDON v1.3.1, the code now can handle as many aerosol species as needed by computing the weighted scattering properties for each pressure layer in the atmosphere (including those in regions where more than one aerosol is present).\n", "- Models with multiple clouds can be useful for atmospheres where multiple different aerosol layers are expected to form and overlap (i.e. brown dwarfs which have $\\rm{Fe}$, $\\rm{Mg_2 SiO_4}$, and $\\rm{MgSiO_3}$ layers)\n", "- Average w and g are generated in emission_Toon and reflection_Toon (in emission.py) via: \n", "\n", "\n", "$$\n", "\\bar{\\omega} = \\frac{\\Delta\\tau_{Ray}}{\\Delta\\tau_{tot}} \\; + \\frac{\\sum_{i}\\Delta\\tau_{Mie}^i \\; \\omega_{Mie}^i}{\\Delta\\tau_{tot}}\n", "$$\n", "\n", "$$\n", "\\bar{g} = \\frac{\\sum_i\\omega_{Mie}^i \\; \\Delta\\tau_{Mie}^i \\; g_{Mie}^i}{\\Delta\\tau_{Ray} + \\sum_i\\omega_{Mie}^i \\; \\Delta\\tau_{Mie}^i} \n", "$$\n", "\n", "2. Patchy 2D clouds\n", "- POSEIDON v1.2 included 1D + 1D patchy Mie clouds. This involved computing two spectra (one clear and one cloudy) and then taking the weighted sum of the two spectra. \n", "- POSEIDON v1.3.1 now has support for patchy Mie clouds up to two aerosol species. This will compute a 1D + 1D + 1D + 1D weighted spectra where the models are Both Clouds + Cloud 1 + Cloud 2 + Clear.\n", "- This can be useful for brown dwarfs which can have clear sectors, $\\rm{Fe}$ deck sectors, and $\\rm{Fe}$ + $\\rm{MgSiO_3}$ sectors. \n", "\n", "Below, we will show off the above features with HD 189733b emission (with thermal scattering) and reflection, including both $\\rm{SiO_2}$ and $\\rm{MgSiO_3}$ clouds overlapping. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\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", "\n", "
" ] }, { "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, load_data, define_model, \\\n", " wl_grid_constant_R, set_priors, read_opacities\n", "from POSEIDON.visuals import plot_data, plot_spectra_retrieved, plot_PT_retrieved\n", "from POSEIDON.retrieval import run_retrieval\n", "from POSEIDON.utility import read_retrieved_spectrum, read_retrieved_PT, \\\n", " read_retrieved_log_X, plot_collection\n", "from POSEIDON.corner import generate_cornerplot\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 = 13 # Maximum wavelength (um)\n", "R = 10000 # Spectral resolution of grid\n", "\n", "# We need to provide a model wavelength grid to initialise instrument properties\n", "wl = wl_grid_constant_R(wl_min, wl_max, R)\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 models *****#\n", "\n", "model_name_MgSiO3_SiO2_overlapping = 'HD189-Emission-and-Reflection-MgSiO3-SiO2-Overlapping'\n", "\n", "bulk_species = ['H2', 'He']\n", "param_species = ['CO', 'CO2', 'H2O', 'K','Na',]\n", "aerosol_species = ['MgSiO3','SiO2']\n", "\n", "# Create the model object\n", "model_MgSiO3_SiO2_overlapping = define_model(model_name_MgSiO3_SiO2_overlapping, bulk_species, param_species, \n", " PT_profile = 'Guillot_dayside', # Parametric PT profile for emission\n", " cloud_model = 'Mie',cloud_type = 'slab', # Slab model for both aerosol species\n", " aerosol_species = aerosol_species, # Including both MgSiO3 and SiO2\n", " thermal = True, # Turn on thermal emission\n", " thermal_scattering = True, # Turn on thermal scattering\n", " reflection = True, # Turn on reflection\n", " cloud_dim = 1) \n", "\n", "\n", "model_name_MgSiO3_SiO2_overlapping_patchy = 'HD189-Emission-and-Reflection-MgSiO3-SiO2-Overlapping-Patchy'\n", "\n", "bulk_species = ['H2', 'He']\n", "param_species = ['CO', 'CO2', 'H2O', 'K','Na',]\n", "aerosol_species = ['MgSiO3','SiO2']\n", "\n", "# Create the model object\n", "model_MgSiO3_SiO2_overlapping_patchy = define_model(model_name_MgSiO3_SiO2_overlapping_patchy, bulk_species, param_species, \n", " PT_profile = 'Guillot_dayside', # Parametric PT profile for emission\n", " cloud_model = 'Mie',cloud_type = 'slab', # Slab model for both aerosol species\n", " aerosol_species = aerosol_species, # Including both MgSiO3 and SiO2\n", " thermal = True, # Turn on thermal emission\n", " thermal_scattering = True, # Turn on thermal scattering\n", " reflection = True, # Turn on reflection\n", " cloud_dim = 2) # <--- Cloud Dimension is 2 (Patchy)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Lets look at the cloud params for both models defined above" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['log_P_top_slab_MgSiO3' 'Delta_log_P_MgSiO3' 'log_r_m_MgSiO3'\n", " 'log_X_MgSiO3' 'log_P_top_slab_SiO2' 'Delta_log_P_SiO2' 'log_r_m_SiO2'\n", " 'log_X_SiO2']\n" ] } ], "source": [ "print(model_MgSiO3_SiO2_overlapping['cloud_param_names'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that the patchy model has the aerosol parameters, and then weights for\n", "\n", "* f_both = Both aerosols present in forward model \n", "\n", "* f_aerosol_1 = Only $\\rm{MgSiO_3}$\n", "\n", "* f_aerosol_2 = Only $\\rm{SiO_2}$\n", "\n", "* f_clear = No aerosols in forward model \n", "\n", "These are defined from 0 to 1, and in both forward models and retrievals, these are ensured to add to one." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['f_both' 'f_aerosol_1' 'f_aerosol_2' 'f_clear' 'log_P_top_slab_MgSiO3'\n", " 'Delta_log_P_MgSiO3' 'log_r_m_MgSiO3' 'log_X_MgSiO3'\n", " 'log_P_top_slab_SiO2' 'Delta_log_P_SiO2' 'log_r_m_SiO2' 'log_X_SiO2']\n" ] } ], "source": [ "print(model_MgSiO3_SiO2_overlapping_patchy['cloud_param_names'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Load in the cross sections." ] }, { "cell_type": "code", "execution_count": 4, "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", "K done\n", "Na done\n", "Reading in database for aerosol cross sections...\n", "Opacity pre-interpolation complete.\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 # 10 nbar\n", "P_max = 100 # 10 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 10 bar\n", "\n", "#***** Run atmospheric retrieval *****#\n", "opac = read_opacities(model_MgSiO3_SiO2_overlapping, wl, opacity_treatment, T_fine, log_P_fine)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We define the aerosol slabs to intersect:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "R_p_ref = 1.121 * R_J\n", "\n", "# PT Params\n", "log_kappa_IR = -4.32 \n", "log_gamma = -0.59\n", "T_int = 158.1\n", "T_equ = 1092.6\n", "\n", "# Gas mixing ratios\n", "log_CO = -4.85 \n", "log_CO2 = -6.60 \n", "log_H2O = -4.74 \n", "log_K = -7.90 \n", "log_Na = -5.12 \n", "\n", "# SiO2 aerosol properties\n", "log_P_top_slab_SiO2 = -3\n", "Delta_log_P_SiO2 = 5\n", "log_r_m_SiO2 = -2 \n", "log_X_SiO2 = -13\n", "\n", "# MgSio3 aerosol properties\n", "log_P_top_slab_MgSiO3 = -3\n", "Delta_log_P_MgSiO3 = 2\n", "log_r_m_MgSiO3 = -1.5\n", "log_X_MgSiO3 = -14" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Overlapping Clouds (non-patchy) atmosphere object generation" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "from POSEIDON.core import make_atmosphere\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_K, log_Na])\n", "\n", "cloud_params = np.array([log_P_top_slab_MgSiO3, Delta_log_P_MgSiO3, log_r_m_MgSiO3, log_X_MgSiO3,\n", " log_P_top_slab_SiO2, Delta_log_P_SiO2, log_r_m_SiO2, log_X_SiO2])\n", "\n", "atmosphere_MgSiO3_SiO2_overlapping = make_atmosphere(planet, model_MgSiO3_SiO2_overlapping, P, P_ref, R_p_ref, \n", " PT_params, log_X_params, cloud_params)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Overlapping Clouds (patchy) atmosphere object generation\n", "\n", "We will do \n", "1. 100% Clear \n", "2. 100% $\\rm{Mg Si O_3}$\n", "3. 100% $\\rm{SiO_2}$\n", "4. 100% Both \n", "5. 25% Clear + 25% $\\rm{Mg Si O_3}$ + 25% $\\rm{SiO_2}$ + 25% Both" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "from POSEIDON.core import make_atmosphere\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_K, log_Na])\n", "\n", "f_both = 0\n", "f_aerosol_1 = 0 \n", "f_aerosol_2 = 0 \n", "f_clear = 1 # 100% Clear\n", "\n", "cloud_params = np.array([f_both, f_aerosol_1, f_aerosol_2, f_clear, \n", " log_P_top_slab_MgSiO3, Delta_log_P_MgSiO3, log_r_m_MgSiO3, log_X_MgSiO3,\n", " log_P_top_slab_SiO2, Delta_log_P_SiO2, log_r_m_SiO2, log_X_SiO2])\n", "\n", "atmosphere_clear = make_atmosphere(planet, model_MgSiO3_SiO2_overlapping_patchy, P, P_ref, R_p_ref, \n", " PT_params, log_X_params, cloud_params)\n", "\n", "f_both = 0\n", "f_aerosol_1 = 1 # 100% MgSiO3\n", "f_aerosol_2 = 0 \n", "f_clear = 0\n", "\n", "cloud_params = np.array([f_both, f_aerosol_1, f_aerosol_2, f_clear, \n", " log_P_top_slab_MgSiO3, Delta_log_P_MgSiO3, log_r_m_MgSiO3, log_X_MgSiO3,\n", " log_P_top_slab_SiO2, Delta_log_P_SiO2, log_r_m_SiO2, log_X_SiO2])\n", "\n", "atmosphere_MgSiO3 = make_atmosphere(planet, model_MgSiO3_SiO2_overlapping_patchy, P, P_ref, R_p_ref, \n", " PT_params, log_X_params, cloud_params)\n", "\n", "f_both = 0\n", "f_aerosol_1 = 0\n", "f_aerosol_2 = 1 # 100% SiO2 \n", "f_clear = 0\n", "\n", "cloud_params = np.array([f_both, f_aerosol_1, f_aerosol_2, f_clear, \n", " log_P_top_slab_MgSiO3, Delta_log_P_MgSiO3, log_r_m_MgSiO3, log_X_MgSiO3,\n", " log_P_top_slab_SiO2, Delta_log_P_SiO2, log_r_m_SiO2, log_X_SiO2])\n", "\n", "atmosphere_SiO2 = make_atmosphere(planet, model_MgSiO3_SiO2_overlapping_patchy, P, P_ref, R_p_ref, \n", " PT_params, log_X_params, cloud_params)\n", "\n", "f_both = 1 # 100% Both\n", "f_aerosol_1 = 0\n", "f_aerosol_2 = 0\n", "f_clear = 0\n", "\n", "cloud_params = np.array([f_both, f_aerosol_1, f_aerosol_2, f_clear, \n", " log_P_top_slab_MgSiO3, Delta_log_P_MgSiO3, log_r_m_MgSiO3, log_X_MgSiO3,\n", " log_P_top_slab_SiO2, Delta_log_P_SiO2, log_r_m_SiO2, log_X_SiO2])\n", "\n", "atmosphere_both = make_atmosphere(planet, model_MgSiO3_SiO2_overlapping_patchy, P, P_ref, R_p_ref, \n", " PT_params, log_X_params, cloud_params)\n", "\n", "f_both = 0.25 # 25% Both\n", "f_aerosol_1 = 0.25 # 25% MgSiO3\n", "f_aerosol_2 = 0.25 # 25% SiO2\n", "f_clear = 0.25 # 25% Clear\n", "\n", "cloud_params = np.array([f_both, f_aerosol_1, f_aerosol_2, f_clear, \n", " log_P_top_slab_MgSiO3, Delta_log_P_MgSiO3, log_r_m_MgSiO3, log_X_MgSiO3,\n", " log_P_top_slab_SiO2, Delta_log_P_SiO2, log_r_m_SiO2, log_X_SiO2])\n", "\n", "atmosphere_patchy = make_atmosphere(planet, model_MgSiO3_SiO2_overlapping_patchy, P, P_ref, R_p_ref, \n", " PT_params, log_X_params, cloud_params)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Lets look at the pressure-temperature profile, and aerosol vertical extent " ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.visuals import plot_PT\n", "\n", "plot_PT(planet, model_MgSiO3_SiO2_overlapping, atmosphere_clear)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As we can see, $\\rm{Mg Si O_3}$ and $\\rm{SiO_2}$ overlap from 1e-1 to 1e-3 bars." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.clouds import plot_clouds, find_nearest\n", "import matplotlib.pyplot as plt\n", "\n", "plot_clouds(planet, model_MgSiO3_SiO2_overlapping, atmosphere_MgSiO3_SiO2_overlapping)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now lets compute some spectra! \n", "\n", "1D Overlapping Spectra:" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "from POSEIDON.core import compute_spectrum\n", "\n", "Fp_Fs_overlapping = compute_spectrum(planet, star, model_MgSiO3_SiO2_overlapping, atmosphere_MgSiO3_SiO2_overlapping, opac, wl, \n", " spectrum_type = 'emission', return_albedo = False) \n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Patchy Spectra:" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "Fp_Fs_clear = compute_spectrum(planet, star, model_MgSiO3_SiO2_overlapping_patchy, atmosphere_clear, opac, wl, \n", " spectrum_type = 'emission', return_albedo = False) \n" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "Fp_Fs_MgSiO3 = compute_spectrum(planet, star, model_MgSiO3_SiO2_overlapping_patchy, atmosphere_MgSiO3, opac, wl, \n", " spectrum_type = 'emission', return_albedo = False) \n" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "Fp_Fs_SiO2 = compute_spectrum(planet, star, model_MgSiO3_SiO2_overlapping_patchy, atmosphere_SiO2, opac, wl, \n", " spectrum_type = 'emission', return_albedo = False) " ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "Fp_Fs_both = compute_spectrum(planet, star, model_MgSiO3_SiO2_overlapping_patchy, atmosphere_both, opac, wl, \n", " spectrum_type = 'emission', return_albedo = False) \n" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "Fp_Fs_patchy = compute_spectrum(planet, star, model_MgSiO3_SiO2_overlapping_patchy, atmosphere_patchy, opac, wl, \n", " spectrum_type = 'emission', return_albedo = False) \n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Lets first plot the overlapping clouds (1D model)\n", "\n", "This should be identical to the patchy model that is 100% the atmosphere with both aerosols" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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" ] }, "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_overlapping, wl, collection = spectra)\n", "spectra = plot_collection(Fp_Fs_both, wl, collection = spectra)\n", "\n", "# Plot spectra\n", "title = 'Reflection - UVIS Wavelengths'\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', spectra_labels = ['MgSiO3 + SiO2 (1D)', '100% MgSiO3 + SiO2 (Patchy)'],\n", " legend_location = 'outside right', wl_axis = 'log', colour_list = ['#ff7f00', '#984ea3',],\n", " plt_label = title,\n", " figure_shape = 'wide', \n", " line_width_list = [7,3],\n", " wl_max = 1, y_max = 2.6e-4)\n", "\n", "# Plot spectra\n", "title = 'IR Wavelengths'\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', spectra_labels = ['MgSiO3 + SiO2 (1D)', '100% MgSiO3 + SiO2 (Patchy)'],\n", " legend_location = 'outside right', wl_axis = 'log', colour_list = ['#ff7f00', '#984ea3',],\n", " plt_label = title,\n", " figure_shape = 'wide', \n", " line_width_list = [7,3],\n", " wl_min = 1)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's plot all the patchy models now." ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "image/png": 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SJUuYPXs2//rXv2r8OjNmzKCgoIB7772XlJQUQC/c8OSTT+Lt7e30jUpWVhaLFy9m8eLFABQXFzNnzhw+/fRTPv/8c9zc3Mq9xqeffsoNN9yAv79/hXGkp6dz3333Oar0ZWdn89RTT/H777/z4IMPOhLjUg8++CC7du0C9GRn/vz5vPXWW3Tt2pXRo0eXOX9mZibPP/88hYWFWCwWJk2aREpKCm+++SZGo7Ea75gQQgghhLhsqAbEbrerXr16qTlz5lTY5sSJE6pXr16quLhYzZs3T4WHh1d6zqysLAWorKysKsdRWFioQkNDlY+PjwKUj4+PCg0NVYWFhY4206ZNU6GhocpgMCiDwaBCQ0PVtGnTKtwXEhKiAgMDVdeuXdX48ePVwYMHqxyPUkodPnxYhYaGljlvaGioOnz4cJn2cXFxaujQocrPz0/5+vqqsLAwdfvtt6u///7bqd3evXvVyJEjVfPmzZW/v79q1qyZuu2228q0O1NGRoZyc3NT33//fYVtCgoK1MKFC9X111+vWrRooYKDg5WPj4/q16+f+vDDD5Xdbndq/+OPP6oxY8aoiIgIFRISory9vVXHjh3V5MmTVXZ2tqPdQw89pIKCghSgXnjhBfXSSy+pNm3aKF9fX9WhQwe1ePHiKr6jQgghhLiUnc89oLg8aEo1nFnrs2bNYsOGDSxdurTCHqTbbruNBx54gGuuuYb58+czdepUjhw5UuE5s7Oz8fX15dFHH8XV1RXQu13ry3A7IYQQQghRM+Li4hxzzktHxWRlZeHj41PHkYn6xKWuA6iqJUuWsHbtWr766qsKk6O1a9eilHJUNquO2NhY+cchhBBCCHEJO/NL8OzsbObMmVPHEYn6qEEkSF988QULFixg2bJlmM1m4uPjad68OWaz2and999/z5EjR4iKigJwLNYaFRVFz549efPNN+sgeiGEEEIIIURDUe+H2H3xxRe89957LF261FHS+eGHH2batGm0aNGCd955h02bNjmKCJypOkPspHtVCCGEEOLyIfeAoiL1ugcpKSmJUaNGYbPZCAkJcdo3bdo0AI4dO8bevXvLHPuPf/yDAwcOOHqQxo0bV6PrCQkhhBBCCCEuPfW+B6m2nVmkYcSIEVKcQQghhBDiEhcXF8eKFSukSIMolyRI0r0qhBBCCHHZkXtAUZF6vVCsEEIIIYQQQlxMkiAJIYQQQgghRAlJkErExMQ4Fg4TQgghhBCXrri4OGJiYuo6DFFPSYJUIjY2tkYKNBw4cICoqCj8/Pzw8/MjKirKsQ5TmzZteOaZZ8jLyzvvGLt168bgwYPp0qULvXr1ws/Pj3vuueeC4z7bkSNHmDp1KpmZmU7bk5KSCAoKYvny5TV+zQs1bNgwWrRogaZpREVF8fnnnzv2paenExUVRVhYGN26deP555/nkUceoUmTJmiaRmRkJKtXr3Y634IFC+jatSvBwcHcfffdvPvuu/Tt2xdN02jfvj3333+/o21WVhbPP/88vXv3Jioqiquuuoru3btzzz33sG7dugpjnjJliiPmK6+80inm+Ph4NE1j/vz5TteJiorC29ubq666igMHDtTAO3duzz77LO3bt69wkeaLaf78+fz3v/912jZp0qR6E58QQoj6Lzo6mtjY2LoOQ9RX6jKXlZWlAJWVlVWj5x00aJAaNGiQ07ZNmzYpo9GoHnjggWqfb8OGDQpQBw4cUEoptWbNGhUXF6cGDRqkxowZUwMRO1u3bp0C1OHDh522Z2RkqP79+6uffvqpxq9ZE6ZMmaIq+1iPGTNGrVu3zvH7559/rgA1d+7ccttPnjxZzZ492/H74cOHFaDmzZvn1G7w4MFq4MCBKjs727HtxIkTqn379uqJJ56oNOYvv/xSAerHH3902j5r1iwFqJEjRzptLywsVF27dq30nLVh3rx5lb63F0tFn/n6Ep8QQoiGobbuAUXDJz1IF1G/fv3o3LlzmW+/q6K0p6B169YAXH311Vx77bU1GV6V+Pn5sXHjRgYNGnTRr10bbrrpJgICAvjoo4/K7LPZbCxevJjRo0dXeo6UlBTWrVvHbbfdhre3t2N7kyZNmDx5Mn5+fpUef+211+Li4sJ3333ntP37778nOjqaH374AYvF4ti+fv16rrrqqiq8OiGEEEIIUV2SIF1kVqu1zDCg5ORk7r77brp27cqgQYO48sor+frrrx37J02axKuvvgrgGLL3+++/V3iNrVu3MnToUHr37s2gQYMYNmwYO3fudGpz6NAhbrnlFq644gqioqLo3bs3zz//PFlZWSxYsIAnn3wSgNtvv52oqCiefPJJ9u3bR1RUFG5ubkydOtXpfF9++SW9e/emT58+dOrUiXvuuYdTp04Bp4eF+fn5MWbMGF555RWio6Np06YNjzzyCDab7XzfzgtmNpu566672Lx5M3/++afTvu+++46+ffsSEBBQ6Tm8vb0xGAzExcWVeS133XVXmffqbL6+vvTv35+VK1c6tuXl5ZGSksLYsWPJzs5m48aNjn0rV65k+PDhACxatIgBAwYwePBgBgwYQHR0NLt27QKgoKCAAQMGoGkabdu2ZcqUKQD8/vvv9O3bFx8fH8ffOTc3l8cee4wuXbowaNAg+vXrx3/+8x/UOVYBONdxb731Ft26dUPTNP73v/9xyy230KdPH7p27cqmTZuczpWUlMTIkSNp3rw5gwcP5r777uPJJ5/Ezc2NqKgo9uzZw5AhQ9ixYwerVq1y/FvYsWOH03l++uknbrzxRrp160b//v3LLCT9+uuv06tXLwYPHkyfPn0YM2YM+/fvr/R1CiGEEOIyUtddWHWttHv10UcfVatWraqx85Y3xO6LL75Qmqap1157zbEtPz9ftW/fXo0aNUpZrVallFLbt29Xrq6uatmyZY52FQ0fOnu40V9//aU8PDzUBx984Ng2Z84c5enpqY4dO6aUUio5OVmFhYWpBx54QNntdqWUUrt371YeHh7qjz/+UEpVPMROKaXCw8PVlClTHL9/+umnymg0qvXr1yullCoqKlLXX3+9at++vcrLy3OK1c/PT23ZskUppdTx48eVyWRSixYtquhtrLbqDrFTSqk///xTAeqxxx5z2v6Pf/yjTNuKhtg9/vjjClCtWrVSzz//vNq0aZPj71kVr732mtMQym+++UY9/fTTKjc3V7m6uqpnnnnG0bZ79+6qoKBAKaVUdHS0+vzzzx37PvzwQ9WoUSOn4QJdunRRN954o9P15s6dq5577jmllFJ2u11FRUWpwYMHq/z8fKWUUkeOHFFBQUFq5syZjmPO/gxW9bjSz9KYMWMc78nYsWNV27ZtnWLq37+/6tu3r8rNzVVKKfXHH38oLy8vFR4e7tTuXEPsnn/+eUd8//jHP9TQoUMdbZYvX648PT1VWlqaUkofrtivX78yf08hhBCXtlWrVqlHH31UhtiJckmCVItzkHx9fdWgQYPUlVdeqfz9/VWbNm3KzN35+OOPFaD27dvntH3YsGEqMjLS8XtVE6TRo0erRo0aObWx2+3Kw8PDcUP84osvKkAlJiY6tXvttdfU0aNHlVLVS5CaN2+uoqOjndps3rxZAerDDz90ivXspLFr167qySefLHON83U+CZJSSkVGRip/f39H4lE6f6g0gSxVUYKklD6f6aqrrlIGg0EBKiQkRE2cONEpSaxIaZL29ttvK6WUeuihh9SaNWuUUkpdc801qkOHDkoppQ4ePKhGjBjhOO7gwYNOiVhhYaEC1A8//ODY9t577ymj0ahOnDjh2NanTx918OBBpZQ+nw1QcXFxTjGNHTtWhYaGOn4/+zNY1eNKP0tnvu/Lly9XgMrMzFRKKbV27VoFqC+//NLpXLfddlu1E6QzP7OzZ89Wfn5+Tr+bzWa1c+dOx7a///5bHT9+vMz5hBBCXNpkDpKoiAyxq0XdunXjp59+YsOGDaxfv57U1FTeffddpzZbt24F4IEHHnAMGYqKiuLYsWMUFBRU+5pbt24lLy/P6VyDBw+mUaNGZGRkONr4+voSFhbmdOyzzz5L8+bNq3W9lJQUjh07Rvv27Z22d+jQwen1lWrWrJnT776+vmUq5Z0pKSnJ6bWUDgmriMGgf6RVBUPDlFIYjcYy2++//34yMjJYunQpAJ988gn33ntvtaqi3XHHHfz8888kJyfz2Wef0aVLF2bMmMHNN998zmM7d+5M8+bNHfOQNmzYwMCBAwEYPnw4f//9N4cPH2blypUMGzbMcVx2djZjxoyhf//+REVFOSoxJiQkONrcdddduLu78+GHHwKwbds2AgICaNWqFXD6b/TCCy84vdebNm3C3d2dnJyccmOu7nFn/u19fX0BHH/73bt3A9C2bVunY0rn3FXHmdfx8fFx+nzdfffd9O3bl27dujFgwABef/11fH19adq0abWvI4QQQohLk0tdB3C56Ny5M1OmTOGpp54qd5L98uXLzznXparCw8P56aefKtxfUfJwPqp7rrOTE03TKj1HWFhYpa/lbKU33llZWeUWR8jMzHS0OdPtt9/OU089xUcffcSdd97JggUL2LBhQ5Wve+LECcdNdlBQEKNHj2b06NE89NBDfPjhh2RlZZV73TMNGzaMTz/9lN9//52IiAhMJhOgJ0jjx49n5cqVfP/997z33nuOa1511VWMGDGCdevWYTabgbLvqbe3N3fddRdz587lhRde4P3332fs2LFlrv/+++/To0ePKr/m6h535t++NPEsjbP0Z02U6S7vOqX8/f356aef2LlzJ1988QVz5sxh6tSpLF++vE6KngghhBCi/pEepBIXY6HYhx9+mCZNmvDiiy86tvXu3Rs4/Q16qV9++cUxqb46evfuzeHDh8nPz3fa/sEHH/Dll1862mRlZZGcnOzUZt68eY5CBaU9MaWys7PLTWRCQkIIDw8vMxH+77//dlzrYurWrRtQtucK9Jvwv//+m4iIiDL7vLy8uP3221m/fj3vvvsuXbp0ISQkpMrXbdu2bbnFJjp27IimaVW68R8+fDiFhYU888wzjiIMAO3ataN169YsXbqUU6dOER4eDujFFnJycrjtttscyVFxcXG55x47diwJCQl89tlnbNy4keuvv96xr6LP4L59+3jkkUcqjPd8jytPly5dHMee6eDBg2XanvnZLC4urlZP6++//87u3bvp2rUrsbGx7N+/n86dO5fp2RVCCHFpk4ViRWUkQSpRUwvFVsbNzY1Jkybx888/s3btWkAfltWxY0emTp3qWEA2IyODJ598ko4dO1b7GhMnTkQpxUsvveTYtmvXLqZPn07Pnj0BePTRRwkLC2Pq1KmOpGfLli1MnjyZxo0bA9CoUSMAUlNTKSoqonnz5mWSrlIvv/wyP/74I+vXrwfAYrHw8ssv0759e0aNGlXt13AhBg4cSLdu3YiJiXFU0QO9ZHdp9Tw3N7dyjy1d+PXpp5/mgQceqNZ1CwsLefHFF7FarY5tJ0+e5KOPPuLGG2/Ex8fnnOcYMmQIZrOZX375xWkYHei9Sz/99BNRUVGObZ06dcJoNDpVv1u8eHG55+7SpQv9+/dn3LhxjBo1yqmXZfDgwQwZMoR///vfpKSkAHoFvPHjx9OiRYsK4z3f48oTFRVF//79mTVrluPfwa5du1izZk2Zto0aNSI1NRWAN99885xVAs+0cuVKpkyZ4khmNU3DarXSuXPnasUrhBCiYZOFYkWl6mbqU/1R0xP04uPjHQUaSos0nDlhvqioSDVr1kw1adJEDRo0SFmtVnXq1Cl17733qrZt26qrrrpKDRgwQC1YsMBxzMSJE1W7du0UoAYNGqT+9a9/qbS0NMd1QkND1XXXXedov337dhUdHa3at2+vBg8erKKjo9XmzZud4jx48KC6+eabVadOndSgQYPU0KFD1fbt253aPPLII6pDhw6qd+/eKjY2Vu3du1cNGjRImc1mFR4eru655x5H2yVLlqiePXuq3r17q44dO6q7775bJSUlKaWUslqtTrGOHj1aKaXUdddd59h222231cj7r5RSKSkp6uGHH1YREREqMjJSDRkyREVFRalp06ap4uLiSo+94oorVHh4uLLZbGX2vfPOOyoyMlIBql27dupf//qXY99bb72l/vGPf6iePXuqQYMGqd69e6srrrhCTZ48uUpFGkpde+215S4Cu3LlSgWotWvXOm1fsmSJ6tChg+rUqZO64YYb1LRp0xzxvfrqq05tFyxYoFxcXFRCQkKZ8+fm5qonn3xSRUREqCuvvFL179/fqRLdhAkTnD6DpcVGznXc3LlzVdeuXRWgIiMj1Zo1a9SSJUuctn3//fdKKaUSExPVTTfdpJo1a6auvvpqNW7cODVhwgTVpk0bp1i3bt2qOnbsqAYOHKiuvPJKdfjwYTVt2jSn+P766y81e/Zsp21//PGH+v3339VNN92kevbsqaKiolSvXr3U+PHjVWFhYZX/RkIIIS4NUqRBVERTqgYnpDRA2dnZ+Pr6kpWVVaVv+YUQtSM5OZmQkBCn4Yj/+te/SEhI4Pvvv6/DyIQQQlyK5B5QVESG2Akh6oUxY8awbNkyx+/x8fF8/fXXPPjgg3UYlRBCCCEuN1LFrkRMTAwjRoyo9XlIQojy3Xrrrbz22mu89dZbAFitVt5//31uvPHGOo5MCCHEpSYuLo4VK1bUdRiinpIhdtK9KoQQQghx2ZF7QFER6UE607ZtsGYNGAzOD01z/nn284r2nd3mXOfSNDAaz32us9vVxLUrex2lz4UQQgghhLjESYJ0pn37oGStIHGW0qTMYNB/VvTc3R3GjYOzFsIVQgghhBCiIZAE6Uzh4XDttaAU2O2nf575/Mxtle07u11NnEspsNlO/34xKQVnrPFTqYULJUESQgghhBANkiRIJRxFGhrSomFKVS2RqizxOrNdRQmezXb6Z2XPd+6EL76AEyfq+p0RQgghhKiQFGkQlZEiDTJBr+bs2gX33acPx9u4EVxd6zoiIYQQQohyyT2gqIisgyRqTtOm+k+lIDGxbmMRQgghhBDiPEiCJGqOvz+4uenPT56s21iEEEIIIYQ4D5IglYiJiSEuLq6uw2jYNA2aNNGfyzwkIYQQQtRTcXFxxMTE1HUYop6SOUgy/rRmjR8P69fDqFHw1FN1HY0QQgghRLnkHlBURHqQRM0qnYckQ+yEEEIIIUQDJAmSqFkyxE4IIYQQQjRgkiCJmlWaIJ08qVezE0IIIYQQogGRBKmEFGmoIaUJUkEBZGTUbSxCCCGEEOWQIg2iMlKkQSbo1ayiIrjySv35vHlwxRV1G48QQgghRDnkHlBURHqQRM0ymyE4WH8uhRqEEEIIIUQDU+8TJKUU8+bNY9CgQVx99dV0796dhx9+mMzMzEqPS01N5fbbb6dly5YXJ1BxmlSyE0IIIYQQDVS9T5Dy8vJ47LHH+Oijj1i7di0bN25kx44d3H///RUes3v3bkaOHElgYCBVHUEoc5Bq0JmFGoQQQggh6hmZgyQqU+8TJJPJxNSpU4mIiADAw8ODUaNGsXLlygqTn6CgIOLi4ujdu3eVrxMbG0t0dHSNxHzZk1LfQgghhKjHoqOjiY2NreswRD3lUtcBnIvZbOaZZ55x2pafn09ISAiappV7TFhY2MUITVREepCEEEIIIUQDVe97kM6mlGLp0qU8++yzdR2KqEjpHKRTp6C4uG5jEUIIIYQQohoaXII0e/ZsmjdvztixY+s6FFGR0h4kpSApqW5jEUIIIYQQohouaIidxWLh8OHDZGRkYDabCQkJITQ0FKPRWFPxOVmyZAlr167lq6++qnB43fmKiYnB1dUV0MelynykCxAQoJf7LirS5yE1b17XEQkhhBBCEBcX5yjKVSyjXEQFqp0gnTx5ko8//phvvvmGP//8E4PBQEBAAFarlczMTAwGAz169ODGG2/koYceqrGFt7744gsWLFjAsmXLMJvNxMfH07x5c8xmc42cPzY2VhYJqymapvciHTok85CEEEIIUW+c+SV4dnY2c+bMqeOIRH1U5SF2hYWFPPnkk/zzn//EYDAwa9Ys0tPTKSwsJCEhgVOnTlFcXExCQgIvvPACGRkZDBo0iDfffBObzXZBQX7xxRe89957zJ8/H4vFQm5uLi+99BKJiYkAvPPOO9xxxx0XdA1Rw0rnIUklOyGEEEII0YBUKUFKSEjg1ltv5ZprrmHLli08//zzXHXVVXh5eZVpGxAQwLBhw4iNjWXLli0EBgZy++23k5OTc14BJiUlMWrUKNavX09ISAje3t54e3uzaNEiR5tjx46xd+9ex+8FBQVERUUxY8YMkpKSiIqK4t133z2v64vzJJXshBBCCCFEA6SpKqyk+uyzzxITE4Ofn995XeTYsWMsWLCAyZMnn9fxtSk7OxtfX18effRRRowYIXOPasqSJfDGG9C2LSxeXNfRCCGEEEI4xMXFsWLFCubMmUNWVpZMsxBOqpQgXcpKEyT5x1HDNmyAJ58EDw/4+Wd9XpIQQgghRD0h94CiIg2uzLdoIEqH2OXnQ2ZmnYYihBBCCCFEVUmCJGpH48ann8s8JCGEEEII0UBIgiRqh9kMwcH6c0mQhBBCCCFEA1GjCZLNZuPPP/8EYNu2bTV56loXExPjWDhM1BCpZCeEEEKIeiguLo6YmJi6DkPUUzXegzR9+nSSkpIa3MJbsbGxUsGuppUmSLIWkhBCCCHqkejoaGJjY+s6DFFP1ViCtHv3bj799FP69+/PjTfeyJVXXsn8+fNr6vSiIQoN1X+mptZtHEIIIYQQQlSRS02dKCwsjG7dunHw4EFatmxJixYt8Pf3r6nTi4bIzU3/WVhYt3EIIYQQQghRRTXWgxQUFESnTp1YvHgxn3zyCe+++y49evSoqdPXOpmDVAtKE6SiorqNQwghhBDiDDIHSVSmxheKzcrKwtfXl8zMTPz8/Gry1LVCFgmrRV9/Da++Cm3awJIldR2NEEIIIYSD3AOKilS5B2n9+vUcPHgQq9VaaTtfX1+ABpEciVrm6qr/LC6u2ziEEEIIIYSooirPQYqKiuLKK6+ke/fu9OvXjzvuuKM24xKXArNZ/ylzkIQQQgghRANR5QSpffv2/PLLL7UZS91TdkADTavrSC4NMgdJCCGEEEI0MFVOkLp27VqbcdS5mJgY7r6uOX08fgSf9s4P90aSNJ2P0h4kSZCEEEIIUY/ExcWxYsWKug5D1FNVTpDc3d0dz5cuXcq3335Lt27diIqKolu3brUR20UVGxuLT/LncDAdUjfpj1Iu3mclTW3BIxwMxroLuCE4cw6SUpJkCiGEEKJeiI6Opl+/fsyZM6euQxH1UJUTpDOL3Y0cOZIePXrQoUMH7r//fnx9fZk+fTpaQ78BbvJ/4NEcsvfqj5x9YM0Daw6kb9EfpQyu4NUavNuCRzO9l8m9EbiFgDUfilKgMAWKUvXnjp9p+vGaCxhM+sPoAS5eYPLSkzGPpiXnbgPmgLp5L2pCaQ+S3Q5WK5hMdRuPEEIIIYQQ51DlBMlutzv93qpVK4YMGXJpZd4ejfVHk+H678oOBQl6spS193TiZMkEezFk/60/apOrP/h3h6D+ENxfT8AaitI5SKAPs5MESQghhBBC1HNVTpCWLVuGl5cX1113HUOGDMHDw4OwsLBy2+7bt4927drVWJAXQ0xMDCNGjCA6Ovr0Rs2g9+Z4NIWwa/RtSum9QTnxJY8DUHASCpL0HiJKetoMZnALBnMQmINLHkFgDtTPa7eAsuo/rXlgzdUfxVmQd0R/KBsUZ0DyWv0B4NUGAnuBfzfw66pfo74q7UECPUHy8qq7WIQQQgghSsgcJFGZKi8U6+7ujpubG1lZWZjNZgYMGEBmZiazZ8+mV69emM+4Gb7zzjv5/PPPay3omlSji4TZrXry5OKpD5m7kCGHdgvkH9d7rtJ+g9Rf9WTpbO6NwbOF3rPkFgJuoWAOAfdQ/bmL5/nHcKFSU+G66/Tn//sfNG5cd7EIIYQQQpxBFooVFalyD9I///lPPv/8c7Zv3866dev46aef2L9/PwMHDsTV1ZUePXowcOBA+vfvT3x8fG3GXH8ZXMC9/F616p/LBF6t9EeT4fpwv+y9kPobZOyAzJ16z1NBgv6oiNFDH6bn6gcmP3DVF/JF2fRzKivYisBWqD/shaef2wrBXqQnWSa/knP46o/S565+4Bqgz5VyDdR7yIwlyXJpkQaQSnZCCCGEEKJBqHIP0tq1a7n66qudttntdrZs2eJImDZu3EheXh6apmGz2Wol4JrWYL89UHZ9eF/Wbn14X2EyFJ4q+ZmsJzZ1wgDtnoCWo/Tqdf3765sXLoT27esoJiGEEEIIZw32HlDUuionSFVhtVr57bffGDNmDAcPHqyp09aqS/Ifh1J65b2CZCg6BcWZ+sOSCZYs9MVwjXolPc2o9/gY3cDgpv8882FwLZkbVXJsmZ8ZUJwOluzT1zeHQNR3+vM+ffR4Pv4YLvG1tIQQQgjRcFyS94CiRlR5iF2VTubiwoABA+jVq1dNnvaiKLdIQ0OlaWDy0R+0vTjXtFv0ohW/3q0nZTn7waedPsyuqEiG2AkhhBCi3pAiDaIyNdqDVGrHjh0NZvFY+faghm24FXIPQZsH9cfVV0N2NsyaBQMH1nV0QgghhBCA3AOKihlq46QNJTkStSBkkP7z1Hr9Z2l1Q+lBEkIIIYQQDUCVEqQ777yTadOmcejQodqORzR0IVfpP7P36kUjJEESQgghhBANSJUSpEWLFjFgwABeffVVhg8fzpw5c0hNTa3t2ERD5NtJL/sNcOpnSZCEEEIIIUSDUqUESdM0oqKi+Oijj/jvf/9Lo0aNePTRR7n55ptZvHgxBQUFtR1nrYuJiSEuLq6uw2j4NAMEl8w1OrVeEiQhhBBC1DtxcXHExMTUdRiinrqgIg1ZWVl89dVX/Pe//yUwMJA77riDa6+9FoOhVqY21QqZoFcLTq2H7eP1MuLL2sO23TBuHNxzT11HJoQQQggByD2gqNgFZTK+vr7cf//9fPvtt0yfPp1du3Zx7bXX8sQTT/D777/XVIyioQnsAwYzKCsEZejbpAdJCCGEEEI0ADXW1dO0aVOeffZZfvzxRx544AGWLVvGkCFDmDp1KvHx8TV1GdEQGN0gMFJ/7p+s/5QESQghhBBCNAC1Mhauc+fOzJgxgzVr1jB48GBef/117rjjjtq4VI2ROUg1LLSk3LdPEmhKEiQhhBBC1BsyB0lUplYWim1IZPxpLSlKh3XRkHASlvpB/zvh+efrOiohhBBCCEDuAUXFarwHKS0trcEOqbOl2SjcWogl3oItxYYqvqxzxwtjDgC/znpVu6Y50oMkhBBCCCEaBJeaPNkrr7zCqlWrSEhIwGKxMHXqVO6///4LPm9qairjxo1j8+bNHD58uNK2aWlpPPXUU/z11194enqilOK1116jf//+57yOLdFG8Y5ip22ap4bR14jBz4DB16D/9DOgeWhomnZBr+uSF9gHDD+Cf6EkSEIIIYQQokGo0QQpLCyMjRs3AnD06FE++OADZs2axVNPPXXe59y9ezfjxo2jU6dOVGU04OOPP87Ro0f57bffMJlMvPvuu1x//fUcO3YMb2/vSo/VPDRcGrtgy7Kh8vRrqTyFNc8KCWe1NWmnEyYfAwZvA5qPhsHHgOYmyRMA5mC9B8lsg8zCuo5GCCGEEEKIc6rRBMnd3Z3s7Gx8fHwIDw/n1Vdf5f3337+gcwYFBREXF8fixYv57rvvztl+586dXH/99ZhMJgCuvvpqHnvsMfbt20evXr0qPC4mJoYRI0YQPTwaAGVR2DPt2DPt2LJsjuf2bDvY9f22VBu2VFu559PMWtmHWwXP3UsexkssqXINAIMGblYoLj53eyGEEEKIiyAuLo4VK1bUdRiinqrRBGnHjh1MnDiRwYMHM2DAADp06OC0aOyhQ4do1apVtc4ZFhZWrfY33XQT33zzDTExMfj6+rJkyRKCg4Np165dpcfFxsY6TdDTTBrGYCPGYCMmTI7tyq5QOQpbZknSlKUnTfYcu6PXCUAVKVRR9eYwaa56omTwLhnO51PSQ+VvwODRcBbfdXD113uQ3GxQJD1IQgghhKgfoqOj6devH3PmzKnrUEQ9VOUEaf369TRp0oTw8HBcXMo/rHHjxhw4cICdO3fy22+/8f777/PXX3+xZMkSevTowe7du2u9lPbLL79MdnY24eHhBAcH4+HhwU8//XTO4XVVpRk0NF99eB3hzvuUTemJUqFyJEiqUKGKVdltRQqKQFnPSKqK9bb2LDucOOu6HhrGQCOGQAPGQCPGICOaVz0fyufqr/cgAdhy6zYWIYQQQgghqqDKCVJUVBRXXnkl3bt3p1+/fuWuazR69GiWLl3KP//5TyIjI3niiScASE5OZtOmTWzatKnmIq/AY489xubNmzl06BABAQEsXLiQO+64g3Xr1hEQEFCr19aMGkY/Y7WOUTaFKtAf9gK9F8qeU9IzlXXGkL58hTXfCsfPuJ6rhiHw9Bwog5cBzUvvgaoXRSTMAVAagz2nbmMRQgghhBCiCqqcILVv355ffvml0jbBwcHcddddZbaHhoZy44030qlTp+pHWA35+fm89957zJ8/35EM3XXXXUyZMoU5c+bwwgsvVHhsTEwMrq6ugN7tGh0dXauxltKMGpqXBl5gpGxypewlc6HS7NjS9DlP9jQ7yqL3NtkSbdgSy5kHZQCD5+mE6czkyeBpQPO8CHOeXLzAUPIR0/Jr91pCCCGEEOcQFxfnGM1ULPOjRQWqnCB17dr1gi8WERFxweeojNVqxW63OxKdUq6urqSnp1d67NlzkOoLzaBhDDBiDDBiaqvPhVKqZB5Umg1bmg2Vo7Dn2rHnnjEPyg72HDvkUH4CBfp8p5JkqcxPr5JeqAtJojQDGEuGNkqCJIQQQog6duaX4NnZ2TIHSZSrygmSu7u74/nSpUv59ttv6datG1FRUXTr1q02YquSd955h02bNrF48WJ8fHy46qqr+PTTT7npppswmUysX7+e/fv3M3v27DqLsaZpmuYoKW5qaXLap2xKH6aXe7pwhD2nJHnKUdjz7FCSQ6kCha3ABqmVXKu0aITPeZYzd/HTfxokQRJCCCGEEPVflROkM9cgGjlyJD169KBDhw7cf//9+Pr6Mn369FqZ81JQUMCwYcNISkoiKSmJqKgoRo4cybhx4wA4duwYe/fudbRfvHgxzz33HH379sXDw4P8/Hw++eSTizZkrq5pxtPJU3mUUqh8hcpV2PPt+s88O/a8kmQqz47KV2WSKNupsr1QmklD89ackieDnwFjqBGttDiDyU//aSiohVcrhBBCCCFEzapygmS3251+b9WqFUOGDKn1rkl3d3d++umnCve//vrrTr83btyYBQsW1GpMDZmmaWieGniWP+cJSkqZ55ckS7klPVDZZcuZK4tCpSvs6c6fDVN7E+4DSnocXf31n2Yr2GxgrF4RCyGEEEIIIS6mKidIy5Ytw8vLi+uuu44hQ4bg4eFR4RpF+/btO+e6Q/WNY6HYy6SnqTKaQS8cYfAyQGjZ/cp6OmlS2WckUJn6UD7rQSuqr0Jz0cAcqB/kZoWiIvDwuLgvRgghhBDiLLJQrKiMps4cO1cJd3d33NzcyMrKwmw2M2DAADIzM5k9eza9evXCbDY72t555518/vnntRZ0TcrOzsbX15esrKx6WaShIVHFipyFOWAH92vcMbUwwZY34JcpcMoDnt0HtVxqXQghhBCiKuQeUFSkyj1I//znP/n888/Zvn0769at46effmL//v0MHDgQV1dXevTowcCBA+nfvz/x8fG1GbOopzRXDZemLliPWbEesuoJknuQvrO0B0kIIYQQQoh6rMo9SGvXruXqq6922ma329myZYsjYdq4cSN5eXlomobNVn5p6fpGvj2oWZYDFgp+KgAX8L7LG+3YSvjvrVBshDv+hPDwug5RCCGEEELuAUWFyi91Vo6zkyMAg8FAZGQkEydOZNWqVWRkZLB+/XpatGhRkzFeFDExMY6Fw8T5cwl3ASNgBesxK3iG6DtcbVAopb6FEEIIUffi4uKIiYmp6zBEPVXlHqTquO222/jiiy9q+rS1Qr49qHn5P+ZjPWLFpYULHn1T4cMO+o6o76HHVXUbnBBCCCEEcg8oKlblHqTqmDRpUm2cVjQQpYvXWo9bUcYAKF0TqaCSFWmFEEIIIYSoB2olQerWrVttnFY0EC7NS4bZ2cB60hVUydpHhZIgCSGEEEKI+u2cCdJbb71FWlraeV8gKytLepQuM5pJw6WZXiDRcsQKFld9R3FGHUYlhBBCCCHEuZ0zQXrkkUeYMmUKn3/+OXa7vVon/9///se9997L448/ft4BXixSpKFmmVqfMczO4qtvLEqvw4iEEEIIIXRSpEFUpkpFGux2O++99x6ffvop//jHP7jyyivp06dPmQlt+fn5bNu2jfXr17NixQqGDh3KpEmT8PDwqLUXcKFkgl7tUNaSRWOt4J44DpPn19BsFNzyYV2HJoQQQggh94CiQlWag2QwGBg3bhxr164lODiYmTNnEhYWhru7O40aNaJJkya4u7vj5+fHpEmTUEqxbNkyXnnllXqdHInao7lomJqX9CKp3vpGa1YdRiSEEEIIIcS5uVSnsbe3N4888giPPPIINpuN5ORkkpKSsNlsBAcHExYWhpubW23FKhoYQ6ABDoFdlayFZMuu24CEEEIIIYQ4h2olSGcyGo00btyYxo0b12Q8dSYmJoYRI0YQHR1d16FcMjR3vby30krmIEmCJIQQQoh6IC4ujhUrVtR1GKKeqpWFYhsSGX9ae6zHrOT/kI+W8BfeXtdAQBu4Z2ddhyWEEEIIIfeAokK1sg6SEACaW2kPkgdKuYDKreOIhBBCCCGEqJwkSKLWlA6xAyMKX6AQbMV1GZIQQgghhBCVkgRJ1JrSHiQ0A0r5gF2BJbNOYxJCCCGEEKIykiCVkIVia4ELYAQ0F5TyA2WXxWKFEEIIUedkoVhRmVpJkD7++OPaOG2tio2NlQp2NUzTNL0XSTOgbH6gFBRn1HVYQgghhLjMRUdHExsbW9dhiHqqVhKkF154oTZOW+vsSr+HFzXH4GYATUNZ/PU3WBIkIYQQQghRj1V7HaSCggKmT5/O0qVLOXHiBAUFBbURV534/SS8uwVa++uPNgHQOgBCPEDTzn28KEtz18BgwG7x14fYFcsQOyGEEEIIUX9VO0F69NFHWbBgAf3796dnz564uro67VdK8dVXX9VYgBdLTEwMPgPGkqk6sS0RtiWe3uflejphauOvJ02NvCRpqgrHEDurn/QgCSGEEKJekIViRWWqvVBscHAwK1asoG/fvhW2adSoEYmJiRXur0/OXCSswODDnlQ4kA4HM+BgOhRYyz/O0wStzuppauINBkmanBT+VkjxhlO4pH6FR7NpcNVTcMWLdR2WEEIIIS5zslCsqEi1e5D8/PwqTY4ATp48ed4B1aVQL/0xuIX+u11BYk5JspRxOnHKLYY8C/x5Sn+UcnOBln7Q1AdCPfVzhZX89He7PHucNHdNn4Nk9yvpQZIhdkIIIYQQov6qdoL0yCOPsGLFCkaMGFFhm5tvvpnly5dfUGD1gUGDJj7646pwfZtScCoPDpT0MB0oSZyyi6DQCn+n6o+zmYwlSZMnBLiDjxl8Sx4+bqef+7rpidalwjHEDt+SOUgyxE4IIYQQQtRf1b4Vf+qpp5g7dy533HEHvXr1IigoCO2srpGffvqppuKrdzTtdE/Tlc30bUpBWsHpYXmJuZCcB8m5kF4ACrDY4ES2/jiXQHdo4ac/WvlDp2AI8qjFF1WLNDcNDBpK85Uy30IIIYQQot6rdoK0ZcsWJk+eTEpKCl988UW5bc5OmBqCmJgYRowYcV5rIWmansAEeUBkE+d9xTZIyYOkkoQpOU/vbcoqhKwi/ZFdBPmW08ekFeiPMwtFtPSD3o31R0QgGBvIEr+OHiTNE2XT0GSInRBCCCHqmBRpEJWpdpGGyMhIXFxcePDBB2nSpAkmk8lpv1KKm2++mbS0tBoNtLbUlwl6xTY9UcoohGNZcCQTDmWcnvN0Jg+T3qt0RSh0CYFwX30IX31kz7KT+1kKHD+EV+hIDB0bwdBfwMW9rkMTQgghxGWsvtwDivqn2j1Ie/fuJSEhAU9Pzwrb3HnnnRcU1OXI1Xi6F6ptwOntdgXxabAlQX8czNB7m0p/B32uVCMvvThEUx9oVvJo6gOeruVf72IpLdKAXUMpv9PzkCRBEkIIIUQ9VFhYSHFx8bkbigbN1dUVNze3cvdVO0Hq0KEDLi6VHzZhwoTqnlZUwKBBuyD9cVcXyCyEXcklj1OQkKMnUSdz9MfmswoI+rudTpaa+kAzX30tJ2/zRXoBJvTxgAqU8gV7gZ4geTS+SAEIIYQQQlRNYWEhLVu2JCkpqa5DEbUsLCyMw4cPl5skVTtB+ve//83TTz/NK6+8gr+/f7lt+vbtS0JCQvUjFefk56ZX1CutqpdZCMez4Hg2nMjRn5/IhpR8fX9Gof7Ydcr5PM18oEMwdAyCDkHQ2Lt2ypBrmobmrqHQ9MViVV7lpb6L0sHVD7QGMslKCCGEEJeM4uJikpKS2Lp1K97e3nUdjqglOTk59OrVi+Li4ppJkKZOncqxY8f4+OOPadOmTblV7NLTG95E/Asp0lCX/Nz0xxWhztsLraer5p3ILkmgsvVeJqtd//14NvxwUG/va4b2QdAxWJ/f1CYAXGooR9HcDShAFfuDOlFxJbuTK+HPF6H1A9D2oZq5uBBCCCHEWc5VpMHb21sSpMtAcXExNpsNo9F5Mn+1izS4uLjQrFmzStucOHECi8VSaZv64nKboGex6fOY9qTC3yn6mk2ZhWXbuRr1nqVOJQlTu6DzX58p/39ZWH/ei9ljAeaeP0GXCdBqTNmGG++EnP3g0x76Lzy/iwkhhBBCVEF594Cl2/bt2ycJ0iUsJyeHdu3a8fLLL9OkSRPGjBnjlCRV+5Y3ODiYw4cPV9qmUaNG1Y9UXBQmo95T1D4IaK8vTZSYezpZ2pOqV9ErtsHOZP0BYNT04hGdQvTEqX2Q3nNVFZqnXulQH2Knyh9ilx2vJ0cAeUf0Yg4yzE4IIYQQQtQSPz8/0tLSyvQindccpHOZP39+dU9bqdTUVMaNG8fmzZvPmZxNnTqV//73v/j5+Tm29ezZkzfffPOc14nPj2d52nLauLchwj2C1u6tcTdc2tXWNE2ff9TYG4a00rdlFcGeFPjrFPyVovc42RTsTdMfpRp7Q/tAfS5T+0AI99OLSpS5hoee6NjtfnpFifKG2CWsPP3cVgiFp8A9rGy74iww+dTOhCkhhBBCiHrIYrHw4YcfMnPmTL777jvat2/v2JeVlcVzzz2Ht7c3ycnJjB07ln79+gH6ELJJkyYBkJaWxs0338yIESMAWLRoETt27CA3N5eHHnqIbt26ATBz5kzatm3raFee/fv3M3v2bIxGIx4eHpw8eZLu3bszduxYli5dyuzZs3n33Xfp379/Lb0jNePsoXWlqp0gjR49+pxtanIez+7duxk3bhydOnWiqqMBZ8+eTVRUVLWuExMTQ6NbGvF36N/sytsFgAEDzczNiHCPoK1HWyLcIwh0CWyQC+FWh68Z+jXVHwAFFr136a8U/bE/Te9hSsjRH2uP6O3cXfSheH0aw8Dm4F+SW2puGhgMKJuf3jOU9rueBBlLuqCUHRJXOQeRd6RsgpSwCnY9D42HwxVTpYdJCCGEEOeloS0Uu3DhQiIjIykoKCizb8aMGXTu3Jlx48aRmJjI8OHD+fXXX3Fzc2Pu3LmYTCZmzJhBXl4eAwcOJDIykpCQEObMmcPGjRvZs2cPM2fO5OOPPyY+Pp69e/cyfvz4CmM5fPgwd9xxB0uWLKFt27YAZGRkEB0dza233srdd9/NN998U2vvxcVwnrNKKnfjjTeyfPnyGjlXUFAQcXFxLF68mO+++65Gzlme2NhYElwS2JKzhfiCeI4UHsGOnaNFRzladJTVmasBCHAJoK17W9q66wlTc7fmuGi18jbWG+4m6NFIf4Be5OFwJuw9Yx5TSj4UWGFHkv6Y+wdcEQJRLWCAWV8LSeUHgnKBolQ4+sXpeUhpW6AoBdDAHKjvzz0MQX2dAzn1s/4zYSW4hUHEIxfpHRBCCCHEpSQ6Opp+/foxZ86cqh9ks2HIqKDQVDXZ/f2hgt6L8tx7770V7lu2bJkjIWnUqBGhoaGsW7eOYcOG8fXXXzNx4kQAPD096dmzJ9988w0PPPAAJpOJvLw80tPT8fb2RinFK6+8wowZMyqN5Z133uGaa65xJEcA/v7+vPHGG/j6+pZpn5GRwSuvvIKvry+pqan069ePO++8E6vVyn333UdYmP6FeHBwsGOpoFGjRrFu3TpeffVVli9fzv79+9mzZ0+V368LVe07+/Xr15+zzS+//HJewZSn9E2rjo8//pipU6ditVrp1q0bU6dOJSgo6JzHtfdoT3sPvcuy0F7I4cLD7M/fz/6C/cQXxJNvzyfdms7mnM1sztkMgKvmSmv31o6EqY17G7yMXtWOuSFxMejzkdoGwIgIfVtqvp4w7UqGjcf1YXqlc5jSfDWGGwwogzeYBgGb4dB8aHajPlwuoSTxDeyt/570o96DdLbsfaefH/oEPJpC0/+r5VcrhBBCCAGGjAz877qrRs6VsXAh9ircm57zPBkZ5OTkEBwc7NgWHBzM8ePHATh+/DghISGOfUFBQRw7dgyA1157jSlTpmAymXjuuedYuHAhgwcPZvXq1ezdu5fOnTszatSoMtfcvn07d5XzPlx11VXlxvjiiy8ycOBAbr31Vmw2G/3796d37960bNmSG264gZtvvhmAu+66i+3bt9OjRw8WLVpE48aNady4Mf/973+ZN2/e+b9J56HaCVJUVFS9HmLWokULAgMDmT9/PkopHn30Ua666ip27NiBq6trlc/jZnCjg0cHOnh0AMCu7CQUJxBfEE98QTz78/eTZEmiWBXzd/7f/J3/t+PYJq5NHAlTW4+2hJnC6vV7VhOCPGBAc/3xUE/YkQw/HoJfjsGGFI2hBhMmkydKDUBz2QPWHDj0GbS+D5LX6idpfD3kn9Cfn50gWfMhX//HjlcryD0Ef03Xe5KC+ly01ymEEEIIUV9Usxi1k759+9K3rz5aJzk5mbi4OCZPnkxsbCwLFixg9OjR9OnTx6mn6HysXbsWpRS7d+8GoGXLlpw4cYI2bdqQlpbG+PHj8fLy4vjx4xw6dIgePXo4ji1NuirrQasN1U6QfHx8eOutt5y22e12UlJS+PXXXzl69CiPP/54jQVYXffcc4/T76+99hr+/v6sWLHCkaGeD4NmoKm5KU3NTRnsNxiAbGs2BwoOsK9gH/EF8RwuPIxFWThZfJKTxSf5KesnALyN3qcTJve2tHJrhclgOu9Y6jujAXo2gu5hEJ8OORkamSZvgovyUYVmtK73wP534OhivceodD5S6GA4VdL7mHtWMY6cA4ACNOj9AWx7ArL/hh3PQt954NXyIr9KIYQQQlxO7P7+ZCysmWVI7P7+NXKegIAAvLy8SElJITAwEICUlBTHkjzNmjXj1KlTjvapqan07t27zHmmTp3Kiy++yN9//02nTp0A6NixI3v27CmTIHXv3p34+Pgy5zh8+DCBgYHlLpszevRoIiMjASgqKsJgMPDf//6XL774gh9++AGj0ciTTz6JzWZzOs5sNlfn7agx1U6QhgwZwpgx5axhU2LZsmWODLE+8PPzw9fXl0OHDlXaLiYmxtHDFB0dXaVCEz4uPvTw7kEPbz3TtdgtHCk6Qny+3su0r2Af2bZscmw5bM/dzvbc7QAYMdLSrSURHvqQvHbu7fB1KTtms6EzaPDPdjB/i4FsFw8CNAMq3w7ht+nJUVGqnigBhF4NLh6nE53idLBk6wkUnC4B7tEMzAHQYxb8NgYKk+HgXOg6vWpBSflwIYQQ4rIVFxdHXFwcoFd4qxajsUaGxdW0m2++mR9//JH27duTmJhIUlISgwfrX+bfdNNNrFmzhqFDh5KXl8e2bduYNm2a0/GrVq2idevWREREkJGRwc8/63O+U1JSaNy4cZnrPfHEE4wcOZIDBw7Qpk0bQF8DdfTo0Xz//fdl2g8ZMoT169c7EqRx48bxwgsvkJGRgZeXl6OS3MmTJ2vuTblA1U6Qvv7660r333TTTTz77LO8+OKL5x3UhXj66aedSnrn5eWRnZ19zsVtY2NjL3ihWJPB5CjgAHq3Z4olhf0Fp+cxnSg6gQ0bBwoPcKDwgOPYEFOIo5cpwj2CJuYmGC6BG/lrWsGiXWDTDGSbvPEuRu8tavMg/BWL3iuEXpkOwLP56YPzjoLfFfrz0gTJp2TSk1sQhN8B+2ZD3vGqBXPyW/jzZfBuDWHXQqNrwaPJBb5CIYQQQjQUZ34Jnp2dXb0iDXVo8+bNjkIMb7/9NsOGDXOU4X7uued47rnnmDBhAklJSbz77ru4uemVgu+//34mTpzI+PHjSUtL48UXXyQ0NNRx3pycHObNm8eCBQsAiIyMZPny5cTGxmI2m8vtbWrRogVff/01s2bNws3NDU3TyMjIYO7cuXh7e/PZZ59x+PBh5s6dS8uWLXnppZeYPHkykyZNQinF0KFDad68OSNHjuSHH37ggQceoGnTpmRmZvL111/Ts2dPvvrqK0DvwHjqqaec5lhdDJq6kMGL5di/fz/9+vUjLS3t3I2rYf78+UydOpUjR444bX/nnXfYtGkTixcvBvRxje+//z7XXXcdAM8//zyffvope/bsKXdF5PJWUa5N+bZ8DhQc0OcxFeznYOFBCu2FZdq5G9xp6972kliT6bOd0GJFCr5WCxG+v+H+1E1gt8KGW/R5ReYgiFrJ8RwD83bAjblPcoVhA3R+8XQRhl/HQNZf0PYRfd4SQOJq2DkJXAPg6h8qD6IgCTbcCrZ85+2+naH9ePDvUuOvWwghhBD1V3n3gKXb9u3bV+59o7g05OTk0K5dO+bMmUNeXh5PPPGEU62Cavcgvfzyy+Vut1qtnDx5km+//bbaaxBVpqCggGHDhpGUlERSUhJRUVGMHDmScePGAXDs2DH27t3raD9t2jRmzJjBjBkzKCwsJCQkhB9//LHefMg9jB508epCFy/9htymbJwoOsG+gn0cKDjA/vz9pFpTKbAXsCtv1yWxJtM/ImCLpvDUjOyxhNATwOACHSfBn1OhzQMoDLz7u77OUg638br/htOFGuw2yCkZ6+rT7vSJ3Uq+ASlOB1sxGCsowqGU3ltlywdzCDS+DhJ/gMIkyNoN2x6XeUxCCCGEEAI4jwRp6tSpFZ/MxYWhQ4fy/vvvX0hMTtzd3fnpp58q3P/66687/T5q1KhySxKeS0xMDCNGjKjRRW6rwqgZCXcLJ9wtnGv9rwUg3ZJ+ulpewf4GvyZTgDv4qizAh12qCT0UaBp69bnBKwHYmaQnRwAHisKxKiMuuUf0DfnHwF5MsjWIJfu70T1fr5ZnOHMh2aKUiofLJa6C1E36804xEDIAIsZB5p+wM0afx7TtSej3Kbj61fwbIIQQQoh6paEtFCsurmrfTQcFBbF169YyZQVdXFwICQnBZGqY1dlqYg5STQkwBRBpiiTSp6Tah72IQ4WH2J+/35E45dnzGtSaTC1I5iQ+FCpPdiTrFe5KKQWL/jz9u0Vz53BxM9qW9iBl6/OPvs4dyeocD1Yfg+V74b5uQVyBAbDrSU55CVJxBvz9hv68UbSeHIFeqMG/q17sYfP9UHAStj8Nvd+vuCdKCCGEEJeE81ooVlw2qp0gjR07lvnz5zN8+HB69epVGzGJs5gN5jJrMiUWJzoKPzSENZn8jHlkFhXg4erOh9vg39eAd0nlxj+S4O9U/bm7CxRYXdlX1Ia2+Wv1oXM5+gKxf1p7gFGPPT4dJq010Mc+ibG+7xNcmFz+hf9+AyxZYPKFDs+U3e8TAV1jYft4yNwJu1+BLi+XdHEJIYQQQojLTbUTpFdeeYWoqChHEQRx8Rk0A03MTWhiblLtNZl8jD6Owg8R7hG0dGt5UdZk0kx2Agsz8HZz43g2TN8AL0eByQCfl/Qe9WgEPmb46bCZfcWt+Qc/QsEJyN5Pps2H45YmYIRHe8P6o/DnKfi9oDtu9tt5trwEKeVXSNRLedLhGTLt/qzarS9q28ofmvuCiwG9V6n9eNj7BiR+r89zalkzK2ULIYQQQoiGpdoJUkBAAKtXr3bULBf1Q1XXZMq2ZTutyeSiudDSraXTXKbaWJNJc1WY7cX0LExgHmHsPgWzfoOrW8LekoKHozrrPUM/HTGyz9Je35h7BHL2sbuwHRjdcHeBa1vBda1hwS74cqsLxy2NoXBn2Ysmr9V/BvQkxfc6Jv8ICTmnd5uM0MIXbmwPA5vfhpZ3GI5/DQc/0qvnmerHkEshhBBCCHHxVDtBat++PXl5eZXO13n++efLLEJV39VVkYbaUt6aTKcspxyFH0rXZLIqq2NeU6kQU4ijh6mtR1uauF74mkyaWZ+zFmAr5qGe8ME2+OUYbEnQ9/dqDO2CSke2aSTYmpFt88QnfSsUZ7C7sAMY3egYDMaSUNoFAQYTyZZgVH4yZQbF5R8DIMl9AJPXaCTngdkIXq6QVgAWm56Q/XsTbGqmMbbbY/gmrdYXqD28ACIevaDXXIZSkL1PX9Mp9xDkHoSCBHBvAj7t9YdvB3BvVLPXFUIIIYQTKdIgKlPtBOm1117j4YcfZtasWU4LTZ3pk08+aXAJUn0q0lAbNE0j1DWUUNdQBvjqhQrybHkcLDjoWMj2YMFBilQRpyynOGU5xYbsDQB4GDxo497G0cPUyr1Vtddk0krmGynMXN9WkZKv8fXfUGjVt9/ZWf/Z0k/v2bEY9HlIvZN+BGB3cUdwc6VzyOlzNvICNBfy7e7k5mdTppB73nFOWMKYvCeaNDt4mOClQdAhGDIL4UA6rD4EG4/DhuOwO8WLx5o+S2Ta83B0sb4QrTmgWq+zQjkHYM8MyNhRdl/e0dNV9gCa3wIdJuiFJIQQQghR4xpakQaLxcKHH37IzJkz+e6772jfvr1jX1ZWFs899xze3t4kJyczduxY+vXrB0BxcTGTJk0CIC0tjZtvvtmxwOyiRYvYsWMHubm5PPTQQ3Tr1g2AmTNn0rZtW0e7s02ZMoXFixfzf//3f7zxxhtO+3bu3MmwYcO47rrrGD9+PJ07d670dS1evJiff/4ZPz8/MjIysFgsTJs2jcaNG7NmzRq++uorPvjgA0f7pUuXsnLlSnx8fCgoKMDPz4+YmBh8ffXRT0uWLOHnn3+mcePGxMfH07VrV55++ulqvNO6aidIL7zwAseOHaN58+a0adOG4OBgDAbnG7n09PRqByIuPk+jZ5k1mY4VHXMUfogviCfNmka+Pb/MmkzNzc31hMkjgrbubQkyBVV6Lc295DOiNCiGMV0hJQ/WH4N+TSEiUN9tMkJrf9ibb2ZfcRt6F+8k2+bJEWtrQKPzGQsph3gCJfOnEnPszgmSrZDEXJiY9DyZ7l54ucMrg6FtSb7j56b3WvVqrM9nem+rnjS9En8t95j/ZKTnF3BoPnQYf0HvMdY8iP8PHF0C2PVtbmHg1Rq8W+u9RXnHIXuvXozCmgfHvoLiLL1YhKH+lW0XQgghLkvKhsGSUSOnspv8Qav6dJWFCxcSGRlJQUFBmX0zZsygc+fOjBs3jsTERIYPH86vv/6Km5sbc+fOxWQyMWPGDPLy8hg4cCCRkZGEhIQwZ84cNm7cyJ49e5g5cyYff/wx8fHx7N27l/HjK77/eemll9i9ezfLli3jiSeeoFmzZo598+fPx8vLi/vvv/+cydHx48eZM2cO69evd+QSDz30ECkpKTRu3Jgrr7zSKRGcO3cu69at45NPPsFs1r95X7x4MbfeeisrVqzA1dWVpKQkYmNj8ff3p6CggA4dOnD99dc7nacqqn33tX79epo1a0bjxo3Jz8/n6NGjZdrYbLbqnlbUA0bNSEu3lrR0a+m0JlNpD9OBggOONZmOFB3hSNGRMmsytXNvRz+ffni7OPfnnE6Q7KhChcGs8Ux/uK7N6aTFlmKjcEMhAz1d2Wt0ZV9RawD+KmoPRjfMRmgbePqcbi7g52YgMx+SC92JsBWBsaSrKv8kK3KGkmnzwdfdxLSroaV/+a/7qnDoFAxv/w7bEg18lnsfXV020/b4Ur1Yg1tI+QeeS8Yu+GMCFJdMsvJqDR0nQkD38tsrOxz4Dxz8GJJ+0Be27fba6dckhBBCiDpjsGTgv6tmijhldFmI3bXyL5fPdO+991a4b9myZXzzzTcANGrUiNDQUNatW8ewYcP4+uuvmThxIgCenp707NmTb775hgceeACTyUReXh7p6el4e3ujlOKVV15hxowZ54ynWbNmNG3alLfeesvRi7Rz507at2/PDz/84NQ2NjaWXbt20aZNG4qKivj111+ZMGECERER5ObmkpGRQWCgfoP3xhtvYDabyc/PZ8KECWzZsoXff/+dgoICXnvtNZYsWeJIjgDuuOMO5syZw//+9z9GjhzJk08+6dh34sQJvL29KxzxVplqJ0jBwcEcPny40jaNGjW8ORSX2hykmhJgCqCvqS99ffoCUGgv5FDBIUfhhwMFB8i35zutyfTftP/ycKOHHT1TAJqnSZ+DY7djL7Bj8DVg0KDLGZ/Z4j3F2NJsdLZYwGBmf0Fr7Epjd2F7MJppH1RSde4MYd4uZKZDsjVIXwvJs7m+I/8YxyxNQDMS3calwuSoVKAHPD8Qxv8AhzP8mZXxBLNdJ+B6cK6+uGx1FaXDjmf15MjoQWGrR9nmMpI/DxnJ2wcFVn14ocWmlzsPcAN/dwPBHmOJbOmH9+E3IWUDbH0Mes4CF8/qxyCEEEKIcl0qc5AyMjLIyckhOPj0EJvg4GCOHz8O6L00ISGnv+gNCgri2DF9jvZrr73GlClTMJlMPPfccyxcuJDBgwezevVq9u7dS+fOnRk1alSF137yyScZMmSIoxdp/vz5TJ8+nbffftvRZvXq1axZs4bVq1djMBh4/PHH6dWrFzfccAMAQ4YMoX///gwdOpQhQ4YQHR2Nq6srrq6uTJw4kZtvvhmA/fv3k5eXR0RERJk4IiIi2L59OyNHjgQgNzeXF154gW3btvHBBx/g73+Om8ByVDtB+ve//33ONvPnz692IHXtUp+DVFPcDG509OxIR8+OgL4mU0Jxgl74IT+ebbnbyLZl8+8T/+Y6/+u4Lfg2TAYTmtkVzZqHMvqgClW557Yl6z2PfnY7GEzkKQ9OWBrxZ2F7cHXjinI6ckJ9zezVNJKsIVB46nSClHecE5ZWYHClqU/V1jQyGWF8X3jqBwPHtM4syryZew1LoeXd4NG06m+SssOuF7AVpvNL0RA2+j7Ptm3eFFexY9XL9Q5GNW7FsMwncMnYDlvHQc93wFQ/Fv0VQgghGrrzmYNkN/mT0WVhjVzfbqr+TXt5lCr/nqoq+vbtS9+++hfgycnJxMXFMXnyZGJjY1mwYAGjR4+mT58+tG3bttzjW7ZsyYgRI3jrrbcYPXo07du3x8PDw6nNxo0b6d27t2MIXe/evdm2bZtj/5tvvsljjz3GqlWr+Pjjj3nppZf44osvaNeu3Xm/Ti8vL2bNmkVSUhLXX389n3766TmH+52t2rPA8/PzK9z32muvceONN9KiRYvqnlY0UAbNQFNzU672u5qHGj/EjJYz6OihJ0+rMlYx5egUUopTwGxGK84FpVAFZT/k9gI79mx9jo6pSBHgroHBle2FV3DYEg4Gs1OBhlJhXhpoLiRZg/UepBIFOYmkWgNKEqSqv56W/nBHZ8DVj+W5N7C3sAUc+bw6bwkcmo8tdQuvpjzGGznP82uSnhyZjPqcp+Ft4Kb2emGKu7vAP9vpw/yuCAFPE+QWw3+ORDIu779sLegKmX/C1kfBknPuawshhBCidmhG7K5BNfKozvyjygQEBODl5UVKSopjW0pKimNeULNmzTh16pRjX2pqqtOcoVJTp07lxRdfZP/+/XTq1AmAjh07smfPnkqv/+STT7Js2TJmzpzJ6NGjy+yvLLEpKCjgwIEDtGjRgocffphvv/2W/v37s2DBgjJt27Vrh4eHB/Hx8WX2xcfH06OHvsxNdna2Y3tYWBg9e/YkLi6u0tdQnmonSC+99FKF+2688UZ69OhR6ThJcWkLMAUwsdlEbgu+DQMGjhUd4/NTn+sJkiWnJEGylzmutPcIAIuik58Cg5lvsq9Daa6YXIyOQg5nCvNCL/VtDXFKkE5m5ulPqpkgAYzsAG0DNOwufsxMfYjCnJNVPzh9O2r/B7ybdh+/2a4FF2+ubAbP9YfPb4Spg+CR3nBfd7jzCri1E9zfA57tD68Ogbkj4P/agVGDE5YwpubM4pVTT5GalgBbHtVLkAshhBBClLj55pv58Ue96m9iYiJJSUkMHjwYgJtuuok1a9YAkJeXx7Zt2xzD20qtWrWK1q1bExERQVhYmCOhKi2WUJmWLVsyZswYrrnmmjK9RwADBgxgy5Yt2O36vd+ZvUepqanl5hXlXdPd3Z0JEyYwe/ZsLBaLY/vXX3+Np6en4zXdc889jv12u534+HhatmxZ6WsoT7WH2FWWCUZERPDCCy80mJKJonYYNAMjAkfgYfBgXvI8DhYeBLdhaJZcAFSeBXBzOsaW5Dz+rJO34hejOymFgeDqQftAMNkVxQcsmFqY0Mz6sLkwT0AzccoahL1gkyPjP5FVsu6Su8LDVL34jQZ4qi888T8DCXlhLEu8gjurcmBROuyMYX7mLawuiAavEO66Am6vRq+utxke7KH3Mn38B2xJ8GGzZQR/JnTg3oLFRNsfwRD5nixiK4QQQlxGNm/e7CjE8PbbbzNs2DBHGe7nnnuO5557jgkTJpCUlMS7776Lm5t+n3X//fczceJExo8fT1paGi+++KJT0YKcnBzmzZvn6LWJjIxk+fLlxMbGYjab6d27d5lYXn31VbZv384HH3zAww8/zJQpUxz7XnrpJQoKCpg7dy7BwcEMHTqULVu2cOedd9KuXTvMZrMjWfL19cXX15eHHnqIwMBAMjMz8fLy4r777iM/P5833niDzMxM3nnnHR577DEeeughmjRpwpNPPomPjw82mw1PT0++/vprTCb9Zq9Pnz48/PDDNGvWjOPHjxMdHc2NN95Y7fdbU1UY1Pfyyy87nr/xxhtMmDCh3ETJarWyZ88edu7cWW4XWH2UnZ2Nr68vjz76qBRpqGFHC48y+chkAN53nYTL5O+xNB6IaWg73K/zc2qb900etpTTSVJCPw+e2WUAaz4Y3bnzCiM324oo2lqEsZERz+v1ogWn8uC+L5OhKI2Puy4htN/LYCtk4VezWJJ5A13CQ4kdVk7XUxV8+FM8/9troafXfl6665/nPmDf23y9I415mXeCV0tGtHflwR6li9+en19PwPtbIT0nB/JP0Nn8N0933Etwn/MoHCGEEEII4HSRhjlz5pCVleWYh156X7hv3z68vcussCiqqaioiB07dhAZGQnoOUV4eDhjxoyp07hycnJo164dc+bMIS8vjyeeeAJXV1fH/ir1IE2dOtXxXNM0p0zxbIGBgXz00UfnH3EdkSINNa+xuTFGjNiwcdSYQttCfX0sW4oNpRRaSeagrApbmnMPUjMXhUEzYHfRCxN0DgH7X/o3DrZEG9ZkKy6hLgR5gIvRBSuQnGMjFCD/JCcseiXFpv7nX/2tkY8LYCGj2E0vvHCOhVs3Hy9mXsZtYPYnqpUrD1xgcgT6GlFXhMD8Hd6s2tuY3fmK1/5y4d/t9mPwLVvJRQghhBDn1tAWim2o7HY777zzDitXrsRisaCU4s47qzQup05VKUEqLeutlKJPnz5s2bKl3Haenp4EBVW9pru4tJk0E03MTThWdIxj2ik6pv5BUasbsOco7Cl2jCH6BEVbik1fQ1UDg68Be6Ydl0I74b5wOFMv7d0uEKy5p+cuFe8sxuVaFwwahHjYSciHpDyNLgD5xzhhaQyakab+buWFViX+Xh5AAZk2H7BkgWslFWeU4udkPSnrHFTMk5FguMDkqJSXK4zrA5FNfHhpZRp7i9rw428/c220JEhCCCGEqL/c3d1ZuLBmKv9dTFVKkMLDwx3Pn3zySaffhahMuDmcY0XHOKqSMBSkYMw5ik21wnLAcjpBKinQYAwwonlr2DPtqHxFhyA9QYoIBLMLFJ+RIFmPWbGl2TAGGgnxNpKQCkmFXmAtwJ57nJOWrudVoOFMfl7eQBqZdl/shekYKkuQCk9xsFBPkAa0MJdZr6km9G6iMbS1C6v3wyfHuhGZ/Ce+oVfU/IWEEEIIIS5j1b6Ni4m5NOc+xMTEnFcZQFG55m76ukTHrHolOFPyFrDbsRyyoOz6PDZHghRqxOChfyTteXZu6QiDwuH+7qBsCpWvt9dMetdM8c5iAMJ89F6iJGsIFJ3iVEYmFmW64ATJ38sdNA270sjJyay0bUHGQRKsoaAZaB12fnOequLe/s3wNmvk2jyZv+GQvviuEEIIIaolLi7ukr2nFReu2gnSb7/9Ro8ePejRowe//fabY/vJkycJDw/nk08+qdEAL5bY2Fgp0FALws16b+NJSyIWk4bLqa16qe9Che2kPhfpzARJ8yyZl5SvCPaECf31HiSVdzoRcO2hT6KzHLZgz7bTyFdPZE5Zg6AgmeOZhQCYTUaCylacrDJ/d32NJYCMvLxK2x5JTkYpDc3oSgu/Wug+KuHjpnFfTzMAq1Pa8lf8rlq7lhBCCHGpio6OJjY2tq7DEPVUte/k5s6dS25uLjExMXTt2tWxPTQ01LHIVHkLPInLU2kPkh07J5qYMVhycPHWFxu2HLBgz7CjivXkxxh2ugeptLeolL10eJ0BXDu5YvAxgIKiXUWEemmgmfQepMIkTpQsFdTEy3ZB84DcXcDVqMeRkVtQadtDqfprauRRjHs1y4pX15ArWtHRNwuA934rwGqTXqRakXMADs2HE/+D9D+gKE167IQQQojLQLXXQdqwYQP/+9//aN++vfOJXFy499576d69O/fee2+5q+mKy4+X0YsAlwDSrekca2yk5REw+WZgTQ/CctSCIVBPiAxeBgyeBuyeeiJkz7c7Vbqz5+jbDZ4GNIOGaxdXCjcUYtlvIaylGQwuZFp9KMjewYkCvfJdU78Ly1Q0Dfxdi0m2GMjIL6q07eFMPc5WfrV/A23Q4NEBITy+soCj+T5MWbGPG3u3pUdjY40VhrisFaVB/Ptw4hvgrL+nawB0mQZBfeokNCGEEJcni8XChx9+yMyZM/nuu++c7sOzsrJ47rnn8Pb2Jjk5mbFjx9KvXz8AiouLmTRpEgBpaWncfPPNjvWTFi1axI4dO8jNzeWhhx6iW7duAMycOZO2bds62p0tPz+fF198EaUURqORY8eO0aNHD5599lkAHnnkEW688UaGDh0K6CW1Z8yYQVpaGm5ubmRkZHDddddxxx13AJCUlMTLL79MYGAgFouFtLQ0YmNjCQ4Orvk3soqqnSBlZ2eXSY7O1K1bN5KTky8oKHFpaeHWgvTcdI6G6XfvLm7pYASsp+cRGUONkJuLtm4tWK4EkwlVqNDcS4bclQyx07z0301tTRRtL9KH4h0rBoOeDJ06dZgTlr4ANAu88PUL/M0WkvPMZOTbKm5kK+JQri8ALS9kTF81hDdrzS3NlrPkWDt2JtnZufIIjQN8uL5TEMPaargaL0oYlxZbERxZpPca2fQeQTya6iXeC5IAOxSnw67nYcCX4OpXh8EKIYS4nCxcuJDIyEgKCsqOaJkxYwadO3dm3LhxJCYmMnz4cH799Vfc3NyYO3cuJpOJGTNmkJeXx8CBA4mMjCQkJIQ5c+awceNG9uzZw8yZM/n444+Jj49n7969jB8/vsJYPvjgA5o0acJTTz0F6InX3Xff7UiQnn/+eQICAgA9sbvtttu49957ueWWWwAoLCzknnvuITMzk7Fjx3Lo0CFatGjhOP6ll15i+vTpzJ49uybfwmqp9hA7g8FAampqhftTU1Md3/o3JFKkofY0N5cUaggpSXKsBZjC9YRGFZUMrws1wpdfYnj7NTiVou87Y5idowfJS//IakYNUxv9HC6ZdjxLOouS0jM5aWmkl/j2c3eKw55vp3BjoV4goopDpfxKqoRnFlbc3pZ9kMPFTQFoFXbxvu0Ydc1QplyxlZ7uf4KtiISUFD7acJQ3fs6WkWDVlXcMfh0D8e/pyZFrIHR+EQYug0H/g6EboP8iMPnoSdLfr9d1xEIIIS7A+RRpsCkbmbbMGnnYVCVfvJbj3nvvpVevXuXuW7ZsGddccw0AjRo1IjQ0lHXr1gHw9ddfM2TIEEBfjqdnz5588803AJhMJvLy8khPT8fb2xulFK+88orT+qflycnJ4eTJk457qcDAQD777DMA1q9fz3333ce7774LwDfffENOTo4jOQJwc3Pj6aefZubMmRQUFNCvXz8mTJjg2B8eHk5iYmK13p+aVu0epGuvvZaRI0fyzjvvcMUVziWG//rrLx5//HGuu+66GgvwYpGFYmuPo5JdsA2FQisqwtTNhOWQxdHGGGqEgwdR9kK04jwUJb1GJQXhSucgGbxP5/Sl85UoUoR6WDmUBweKw/V1i4xlK9gVbSnCEm+Bv/XrufV1wxhceVeLv5t+jYzCir9LOHnqJBbVBAwmWl2kHiQAzdWL3lfeTe+uRzj55yJWHPLm25xr2HTQxvdNzAxvZ75osTRoiath9yt6YqS5QKsx0HIMuJzxtzS6gk876DABdr0AiXEQdg2EDq67uIUQQpy381koNseew9SMqTVy/an+U/Ez+l3weTIyMsjJyXEajhYcHMzx48cBOH78OCEhIY59QUFBHDt2DIDXXnuNKVOmYDKZeO6551i4cCGDBw9m9erV7N27l86dOzNq1Kgy17znnnsYNWoUAwcOZNiwYURHRzuSt6uuuorff//d0Xb79u1ERJRdt7Fdu3bk5eWxf/9+p5oGAGvXrmXMmDEX8K5cuGr3IE2fPp2DBw/SrVs3mjdvTmRkJJGRkTRv3pwuXbpw4MABpk2bVhuxigaqtJJdviuk+gJFRRibGtHc9J5GzaRhCDCwQ8Vz/wQ4ZdZ7KO15p9c9UjklvU+ep3snS49XhYqwkp6lrQX6PzLNaKLxGSPslFJYj1sdv9uSbeR9k0fBTwWOXqzy+HuUVLErrvi7hMPJmQD4me0EuFfYrPZ4taBJv8k8POxKhnpvBFsRH/2awtHMOoilIbEVw55/w85JenLk1gj6fgJtxzonR2dqdB0EX6U//+tVKM68aOEKIYQQZ6vqiJjy9O3blzfffJMZM2ZgMBiIi4ujb9++/Pjjj7z66qusWrWK+Pj4MseFh4ezfv16Xn31VYqKivjXv/7FPffcg91uL9P2zPnkZ6potNmiRYuIiIhg+PDh5/26akK1e5AaNWrE1q1bmTRpEsuWLePEiRMA+Pr6cu+99zJ9+nRCQ0NrPFDRcAWbgnEzuFFo0DgaCsFFRWgGDVMrE8V7ijE2MqJpGhsCEyh2gQSPVIIBVaD/o1dKOZKlM3uQHAlSkSLMxwzkEF/UEoAQdxvmMz7dtlM2VMkwOfch7hTvKsaWYsNywIKyKjyuKf+G2N/TDBSTUeyuVzAr5x/0oXS9m7ylr6W83RdPQE8e6neEPeuSOFkIr61NZub/heJW7X/ll4H8BNgxEbL36L8HD4QuL+lD6CqjadApBjbuOD3Uruv0Wg9XCCFE3fM2eDPVf2qNnasmBAQE4OXlRUpKCoGB+rCblJQUmjVrBkCzZs04deqUo31qaiq9e/cuc57SStR///03nTp1AqBjx47s2bOHtm3bOrU9ePAgjRo1YuDAgQwcOJDx48fTq1cvdu/eTZcuXZza9ujRwzHc7kz79u3Dw8PDqXfpyy+/5MiRIzz//PPn+W7UnPNasCU0NJRPPvmEjIwMkpKSSExMJD09nblz5zbY5EjmINUeg2bQ5yFpGsdCgSK9Ipy5txlzbzNu/dygqIiDAfrEw0xTJnC6B0nlK0cxsdI5SACauSRBsijCfJwTnKY+zt+oWI/pvUfGICOmliY8/s8Dt0h9gpH1iNUxx+lsfl76eTNs3mDNKdtAKQ5m60PZWgXUcn3vKnBreRPPtduMi2blWEomc38vJ+bL3alf4Ne7SpIjA0Q8Dj3ePHdyVMotSB9qB/pQu1O/1FqoQgghasf5zEEyakb8jH418jBqNVdN6eabb+bHH38EIDExkaSkJAYP1oeA33TTTaxZswaAvLw8tm3bxg033OB0/KpVq2jdujURERGEhYU5EqqUlBQaN25c5nrLly93nBP03iBN08rNAW644Qbc3d1Zvny5Y1txcTGzZ89mwoQJuLvrQ28WLlzIsWPHmDx5MgAvvPDCeb8fNeGCvlvWNM1pXGNDJnOQale4OZz9BgNHz0iQNJOGuaueXGQd2k+KXgiOFHMacLpIw5nJS3lD7AAauemLxZZWJ2jq5zz/pjRBcmmuf+Q1TcPU2UTxX8XYc+0U7yl2JExn8vfyBjLJsXlhLUjH5aybaFWQzOEi/T+PVqH+VX9Daoum0arPWP6V8h7/Sf4nq/ak0bOZJ/2a1d7itQ2G3Qbxc+CwPpEUcxB0fRUCulf/XI2ug4TvIXUTnPwfhAys2ViFEELUqvOZg1SXNm/e7Ciu8PbbbzNs2DBHGe7nnnuO5557jgkTJpCUlMS7776Lm5t+T3P//fczceJExo8fT1paGi+++KJTIpOTk8O8efMca5hGRkayfPlyYmNjMZvN5fY2RUZG8sEHH/DLL79gNBo5ceIE//73vwkNDeWXX35h7dq1APTv35/+/fvz9ddf88Ybb/Drr79iNBrJysri9ttv5x//+IfjtU2cOJHAwEBHHN7eNdPDdr7OO0Havn07cXFxpKSkMHPmTE6cOEFqaqqjhroQZ2rm1ux0D1Jy2TWFDib/4XieYc7EbrFhzytZNDZXT3qK3YqZcXIG1wdcTxevLk4JUqgLoJlA6WXDmwb6OvbZc+zYM/Qky6XZ6Y+8pmmYOpko2lyEZZ8Fcw8zmsl5jJy/l6cj8crMySborBw6PfUwWTZf0Ay0DA2q/htTG1z9+MeAa/jj+x38nt+N+ZuOE3lr+OW9RlLOAfjz5dND6gL76OsZmQPO73yaBk3+oSdIqb/p85mMrjUXrxBCCHGG0jn/sbGxZfb5+fnxn//8p9zjzGYzs2bNqvC83t7efPHFF07bZsyYUWkspUPrqrrP09OTKVOmVHi+yMhIx5Sd+qLaXyvbbDZGjx5N7969mTx5MnPnzgXg5MmTREZGctddd2GxWM5xFnG5aWFuAQYDKb6QZ80rs/9Azt+O53nGLGw2y+kepJIKdidNJ/kr/y/+k/gfiu3Fenpf8gn2Nyg0Q0nyoxlpGnB6yF1p75HmoWEIcv7Iu0a4gguoYoXlQNnPrZ+7AUq6wTNyc8vsP5SsF5RwdTHS1Lf+9NJowX341xUFaJriZGYhvx4trOuQ6oatGOL/A5tGnR5S1/oB6PXu+SdHpYL66eezFUD6tpqIVgghhBD1QLXv6P7973+zYsUKYmJi+Prrrx1jByMjIzl+/DhJSUm88cYbNR6oaNiamptiKPm4HXPNKLP/oOWo43mOSyY2uwVVqFA25UiQMt0yAciyZbEmc40+5rWkF8nFoggwlyQ4BleandHTU1q9zqWZS5mqKZr59HpKxX8Vl6kGY3YBT6N+fGZe2cXZDqXqvWEtvAvqXQ9Nk863cKXnDlA2vtp68pJfG8lig/QC/ZFZCFmJO8nZ8ADqwEegbODVGvrOg7YPgVYDyazJ+/TwvBSZhySEEEJcKqo9xG7BggUsW7aMq6++GoBHH33UsS8kJITPPvuMa665hkmTJtVclBdBTEwMI0aMIDo6uq5DuSS5GlwJs3iTQDrHzJl0OGOfXdk5ZEx2/J7jkonVric7Kl85htillcxNAliRtoLBfoPR3DS9TaGikY8LaXkWPM0u+JZMQVIWhTXBef5Rmdg6uWLZa8GeaceWYMOliXM7X1cLeRYTGXllhwYeztRvtFv517PsCMDkwy0dNTb8DgfSrPxxspAeTcvOs2pIcorgSBYcK3mcyIaMQj0pyi0uaWQvgsJTYDEBz+Gi2fH19iGApgT+aaCZD4T76o8mPuB6IfNkg6/Se49SNoCaUG6Vw/Om7HoZ8Qvt6RJCCFFGXFwcK1asqOswRD1V7QTp1KlTjuSoPI0bNyYrK+uCgqoLUqSh9oVrYSRwlKNastP2hOIECpQ+BMwvF7I9s7HZ9aTGnmd39CAluSbpBR5cXcm2ZbMmYw1RblGAXuo7NKQFu3OLaRZsctynWk9awQ4YwaVx+R93o78Rl8YuWBOsFO8pLpMgBZgtJOSZyCg4a9VrawGH8vXCDK2Cvar9ftiz7FiOWNDcNIz+Rgz+hjJzoC5U687X0/Ov1WzL68iXW4/To2nbcx9UjyTnwu4U2H0K/kqBhMqK8tktUJRasjZRSXeZiwdWtzDSNDfSMiA+A3474xCjBm0DoXMIdA6GjsHgUZ1ihCEDYd8sKEiA3EPg3brar7EMWzEkfg+HPoX8YxB+O7QfXzO9XkIIIYCGV6RBXFzVTpBcXFxITU0lKKj8Cemlq/MKcba2/lfwa85mtgdlYCnKx2TW5wkdLDgIFgsBORCeDH+0sVNozMWXEFS+PsROoUgqioeDh2jv2oa9bUx8m/4tA131iYCqUNG9kcaaI2Z6nlGR0lG9rpFLpcmHqZMJa4IV61G95PeZ6y35l3S6ZJw1wq4g8zCJVr2KY6tGVS9vb8+1U7S9CEu8xXEfX8rgY8BtgFuFyVy1ufpya3sL27bB7lOKPclFdAw1n/u4OmJXsC8VfjsJm0/qPURnM2gQ5gUt/KCpNwQZUwnI+B7/jFX4+qSjaQrlHo691X1Y/TuQWaSRXqD3NKXkw9FMOJqlD8OzKdibqj+Wlpz7ihDo3wz6NoHACtaLdfBsDh7N9UQm5ZcLS5BsxXDsSziyCIpSTm8/ugTyT+rrLVW0gK0QQgghaky178Kuu+46br31VubNm0d4eLjTvq1btzJu3Diuv/76GguwVGpqKuPGjWPz5s0cPny4wnZKKebPn8/8+fMxGo1kZGQQGRnJjBkz8PPzq/G4RNX1bfkPFh6dS66b4o+Dq+jT8SYADmb/DVYbrRPAO19vm2vKIhSwp9vBCjZlIwu95+mu/+Yz7dlQcmw5HFQHaU1rVKEiqgX0bATepcPrlDo9/6iC4XWlXJq7YPAy6CW//y7Grc/poWh+7npilVnknGAdTkxEqUZoBhMtznknrQ/3K9paRPHfxXqvFqfXdSrtJbNn2ylYV4DXSC/HOk8XqlOXaDru2ciegtZ89fthpoxoXyPnrUkHM2D1IdhwTE9czuRjhk7B+qNjsJ4YuRoUZO2GI4vhxI+AHVwBcwi0eRCa/B8Y9LFzzSu4ZlYhHMiAv07Bn6cgPh2sdtiZrD/e3wrtA2FIK4gKB/eKepaCB8DRz/X1kFrdc/5vwp9TIGm1/lwzQdMR4OKllyVP+QU2PwA9Z4HbpbG0ghBCCFFfVTtBio2NJTIyktatW9O6dWvS09OJjIzk5MmTJCYm0rx5c1555ZUaDXL37t2MGzeOTp06lZlEf7a8vDwee+wxtm/fTkREBPn5+Vx99dXcf//9LF26tMLjZA5S7fMJbEbP4x5saZ7Pz2lr6IOeIB3I0ksvtz4JxcF+QCZZRr2Qg/WUnuBYlZVsQxoGBc12JnCt+y38L+8H/rD8QUvVElWofy68z+gcsafaUQX69nMlSJqmYWpnomhbEdYTVuhzep9/yZirjCLnO+RDKXpVu8YeBbhV4V9Swc8FWI/or8fgZcC1hyumNiY0g4ayKGxpNgp+KEAVKIq2FeHWv4bmC5kDuDUin6k7YUuigUOpxbQKqvuS1HnFsOawnhgdznTe1zYAIptAnybQ0u+MqT3FmXB8JZz4rz6krZRHcz05aTwMDFUbI+frpifUPRvpvxdZ9UTptxN6D1ZmIexN0x+f/AFRLWBYG2h19nJXIQP1BCnzTz0+V79qvQ8AZOw6nRw1v01/LW7B+u9erWH3K5CzD369B/p8oPdcCSGEOG8yB0lUptqD2hs3bszWrVsZM2YMp06dori4mC1btpCXl8d9993H77//Xu5KuhciKCiIuLi4cherOpvJZGLq1KlEREQA4OHhwahRo1i5cmWlyVVsbKwkRxfBVbn6EKQ/7fGkW9IpsBdwovA4AK3T3fBz128KM0x6QQb7Kb1npdhUjEUrwC8XjEpjeEJz3AxuZLlkkW3LRhWV/dtaT5QkIwEGR09NZYyN9B4He7rd6Xz+nnrWlWFx48xScAfT9TlJrf3snIvlsMWRHJl7m/G8xRPXCFe0ktJ3mknDJcwFcy/9WsV7irGl2Co8X3X17H4NLc0nwG5l+db4Gjvv+cgths//hPtWwIfbTydHLf3ggR4w/waYFQ23d9aTEc2aCydXwrbxsG4Y7J15OjnyuwK6zYCBS6Hp/1U5OSqP2QV6NYZxfeCzf8KMIXBda3BzgQIrfH8AHl8FL/+sF4hw8O8OLp6AHVI2Vf/CSsH+d0peT1fo8Mzp5AigyfXQ+z0w+UDRKdj39nm/RiGEELro6Ohy1xSqrywWC3PmzKF169bs3bvXaV9WVhYPP/wwEyZM4O677+bXX3917CsuLubpp5/m6aef5p577nFKChctWsSECRMYO3YsO3bscGyfOXNmpcnjq6++SkREBHfffTeTJk3i7rvv5r777iMvr+wyLmd74403nKpdv/3220RERHD8+PGqvA0XzXlNdAgNDeXjjz9m7ty5pKSkoJQiJCSkTAnlmhIWFlbltmazmWeeecZpW35+fq3GJ6qui083/HL/JNOrkA3ZG2jr3ha7pRiDgpaGJhRo+srJqaZUsICy6glJvns+2Gz4l0zS9/rrEFddfxUnTCcotBc6epDOZM/SExdjkJ74JBYnsjx1OV09u9LPpx+Gsya9G4ONYARsYE22Ymqu32z7eXoAOWRYvfU1b1w8wG7lQI5emKFNSOXD61SRovBXfdyYSwsXzF0rngNk6mDCst+CLdVG4cZCPG7wqJHPreYWyI2tc5i5BzacMHJ/oR1ft4s76b/QCsv+hm/2QV5JRXZPEwxuCUNbQesze2byEyDtN33YWupvoM5Yo8rkC42vh2b/BK9WtRKrQSsp3BAC93WHn47oCdLhTPg9AbYmwpCWMOoKCPJwgaD+eg9Qyi/QZHj1LpayETJKFkpu91j5lfACesAVU2H7eDj1E+QcrJmCEEIIIRqEhQsXEhkZSUFB2SVHZsyYQefOnRk3bhyJiYkMHz6cX3/9FTc3N+bOnYvJZGLGjBnk5eUxcOBAIiMjCQkJYc6cOWzcuJE9e/Ywc+ZMPv74Y+Lj49m7dy/jx4+vMJZJkyaxfPlyRo8ezdChQwEYNGgQX375Jffee2+1Xtfjjz/OwoULq/dmXATnPRM8KyuL1atXO+YDtWrVimuuuQZfX98aC64mKKVYunQpzz77bF2HIgBj23YMXAsr/Ir4OfNnfaOlmKanwC2kKX5G/aY9zZSGUsqRHGS5Z4HNRkBpFbPduwm44Wr2u+7Hjr38BClfT5BKe49WpK1gU/YmNmVvIi4jjrtC7iLCI8LRXjNqGEOM2BJt2BJtjgTJ39sbyKHA7kZhXhpuvh4UZh7maHETANo2rrzHtHBLISpfoZk03PpVPmxO0zTcrnQj75s8bKk2LH9bcO1YM8PhBnSP5KN9ieRYPVmz6wA39Yk490E1RCl4fZNeeAHA0xVuiID/awderoCtEFK2Q+qvkLoJ8o46n8Dooc/1CbtG/2ms/SGCyqawZ9hxM2sMa60xrI3G1gSYv1Mv8rD6EPx0FJ7oA1HBA/UEKXUT2K1gqOJ/rcoO+9/VnwdfBf7dKm4bPAC82kDuATg0D7pOu+DXKIQQoupsdsgqrpkvF31d7RircarKEo9ly5bxzTffANCoUSNCQ0NZt24dw4YN4+uvv2bixIkAeHp60rNnT7755hseeOABTCYTeXl5pKen4+3tjVKKV155hRkzZlTrtRQUFJCbm+sYQVZQUMDLL7+MwWAgLy+Pdu3aMXbsWLZu3cqPP/4IQEpKCjfddBORkZEAfPfdd/z8888kJCTw1ltv0a1bt2rFUNPOK0GaNWsWL7zwAgUFBY5ha5qm4e7uzksvvcTTTz9do0FeiNmzZ9O8eXPGjh1b16EIgLZtuWoWrOhnJbkggTVqDVgstEkAGjfG36QvZpPrkoUVKyZK5v+YM6DITkBpVbPdu/E0jKDQVIhd2VFWfVFZzXj623eVV/LZ9NBQSrE7b7dj36HCQ7x87GX6ePdhTOgYfF30xN4lzEVPkJJOD2/TEyRdVm42br5wOPEkdhWCZnChdWjFXwpYE61Y9uq9H+Y+ZgyeVRjqF2zEtYMrxX8XU7S1CJeWLhjcL/w/ZFfvpgwN/Z1lCe1Zta+Af/bmoi1uu/7Y6eTo1o5wcwfwtByHk+v1pCLjD7AXOx/kGgBB/SB0sP7TeHGq7ymlsB6zUrS5CHt2yfBJDQyeBjr5GXirr5mfMo0s2AVpBfDmr2DreRVDMIA1DzJ2QGCvql0sYZWe8KBBxKOVt9UM0Po+2BkDiT9Am4fAs9mFvFQhhBDVkFVsYPwvZ09EPT8zB2YQ4HbuIfrnkpGRQU5ODsHBp4dmBwcHO4asHT9+nJCQ08V9goKCHBWnX3vtNaZMmYLJZOK5555j4cKFDB48mNWrV7N37146d+7MqFGjKrz2okWL+Pnnn9m+fTtXX3011113HQDvvPMORqORadOmoZRixIgRtGnThqFDh3LNNdcAlBnt5e3tzeLFi/nss8/46KOP6rz8erUTpDlz5vD000/TvXt3hg8fTqNGjVBKkZiYyLfffsuzzz6Lm5ub0wKydWXJkiWsXbuWr7766pzDlGJiYnB11b+Vjo6OlvlItSU8nEbZJiKOW9gfXkiaSxoUW2idAHRojE9uNhqQa8jApmyYND1BSnFNgQIbgaUJUno6njnF5JvysSv9PxhVqNA89b+zUsqRIBk8DSRZkki3pgMwttFY1mWuY2/BXn7P+R2rsjK+qd6VbAzTh+PZUm0oi97r4+tuRDMYUXYb6Tm5hAIHkrOAEJp4FFS4bo6yKQo3FDrOa2pf9fkx5l5mLEcsesGGLUW4X+Ve5WMrE90lnGUJkJBnYueRJLq3rPrw1fOVWQgfbNWfXxWWwd2eX8GWdZBz1lwozaj3oAT104esebe56Gv/2DJtFP1W5Ji/5qD0SoP2XDv2bDtDbvTkymYaL6/XCzvM3uaF1Xc00YZPIe33qiVItmKIf19/3vj6qg2ZC7sG4j/Qy4of/hQ6P1/9FymEEJexuLg44uLiAH1+TkN3ruJllenbty99+/YFIDk5mbi4OCZPnkxsbCwLFixg9OjR9OnTh7Zty19DcdSoUY4hdi+88AKTJ0/m1VdfZe3atY6OCU3T6N27N2vWrHG0LU9pT1LLli3rRfGMaidIs2bN4q233uKxxx4rs2/atGm89dZbzJo1q84TpC+++IIFCxawbNkyzGYz8fHxNG/eHLO5/G+hZaHYi8RkghYtiNoZz/5eReDpCRYLrU8CjRphTASfPMj1T8emTvfiJLmcBIVjDhKA5+EkCgILsHM6QcKzZOcZ85c0D409eXqlPH8Xf/r79Ke/T39+zPyRT5M/ZUfuDtIt6QSYAjCGGEEDFNhO2XBp4oKLAbxdiskuNpKRpyc88Wn6udv6V1xIoXh3sT4PygBuA9yqNZdIM2uYe5spXF+IZb8F106uGAONVT6+Ik3Cu9PN+//ZO+/wOMrrbd8z23fVZVlustx7x8YYU4wpJtTQIR+QQOBHAgktIYBDJzEkkEINJBAIEAhJ6AQwBtsYbOOGe+9yk9Xb9p2Z7493Z4u06pIlw3tfl64Z7bwz8+5qdzXPnHOeM5c1tYV8vG7fERFIz62E2hBkaPu4wXc17Ej4Izp7idSxvOMhZ3KX9fkxDIPQOhGxi/WY7W/FOdUJFtBrhTAKLAmI5dIArpNc3H8yPLxI2II/VXwxkfT9nO0/0LKT7nsbAoeEpffQG1q2j6IKh7sND8GBD2Hw9eDqWFMciUQi+TaTeBO8pqamVZGKTLvOH0+s7JB5ZNrbHz0CyMnJIS0tjdLSUnJzcwGRvlZQIDIMCgoKKCkpiY0vKytLaXr2wAMPcN9997F582ZGjx4NwKhRo9i0aVOjAimRU045JZbK1xbRZl6fWywWdL1jXpv20Orbs1VVVSnFkcnNN99MTU2K7o6dyFNPPcUVV1wR+/3NN9/k2Wef5eWXXyYcDlNXV8eDDz7IoUOHjui8JI0wdChTtoDTFwFNx+XX6FMO9O0LHg9ZdRDAS1gVqWkGBgct+wFEBGmQKMx3bysibAkTUSIiYpRQh6R74x8uNU1lo28jAKPco1AUBUVRmJk1kxxrDjo6C6sXAsJNzpIXjSIdSkizs4u7TJW+EOgRttcKMT2kZ1qjTzO8U8zfPtqOJav14sY21IaaIz6iweXBVu+fEkXlrGHiS+jrw2mU1fg65riNsHgffLUPCFfzE9ejZFpqwVMIg66Faa/CyR/A6Lug50ldKo6CS4IEVwhxpGaquM904z7DjZqponoUrLW7sH/xMs5db0M4THhbmPDuME4r3HcSTOoNqDb+Uv5Dlh9u/D2RxAGRL07/i8DVu+UT7vM9cOaDEYE9r7b6+UokEomkbVhUyHHqHfLTmvqj5rjoootitT2HDh2iuLiYU045BYALL7yQzz//HBCtcFatWsX555+ftP8nn3zC4MGDGTZsGL169YoJqtLSUvr06dOiOWzdupVB0euzmTNnsnz58ti2lStXxubjcDjQdR2v18u7777b9ifdybT6z5Ofn4/P1/hFldfrpXfv5H/2Zq5jW/H7/cyYMYNHH32U4uJiZsyYwdNPP510fNPysLi4mP/3//4fixYtomfPnqSnp5Oens4///nPds1B0oEMHYorpDB1qwrhMEP3gWoo0Ls3pKWRVQfoOn6HcGrRDI1qm7hjk1MDRMPBaZt2gQJ+u4giJVpzm+l1WEC36Wz0CoE02jM6NsaiWJiRNQOAhVULY6l6ZppdpDieZpXlEOtVvgj+qt3sD4u79o0ZNOg1umhyC9gGtc16WlEUEcEAIgciDdO+2sjU8VPJsdag6wafrt7UIcesj24IK+y/rAS0AMcp/+NE9zJhRHDCf2DYjZA5MrVj2xHEiBj4P/OL5r2AbZgNz4UerP2sUFMDf/oTnH8+/OAH8Ne/Yvv4aazF3wAQ+DKAXqfjsMI9J8KIbBFdXFrRr/kTB0riKYa9v9e6Sas2GPhDsb7vHQhWtG5/iUQikRx1LFu2jNmzZwPCGjsxDe3OO+9k/fr13HHHHfzqV7/i6aefxukU1w/XXXcdwWCQ22+/nRtvvJH77rsvqR1PbW0tL730EjfffDMgUt3sdjtz5szB4XCkjDY98sgjVFVV8eqrr/LrX/+aO+64g2XLlsXMHX7+858TiUT49a9/za233sqZZ54Zi9rNmDGDr776ittvvx2LxcJzzz1HVVUVjz/+OJWVlbzwwgvs3r2b//znP53zQraQVqfY3Xzzzdx00008++yzuFzJdRF+v59bbrmFe+5Jzos/7rjjOHjwYJsn6XK5WLhwYaPbH3vssdh6r169iEQ65kJS0kkMGQLAFW9XkznhBE74bBekpUF6OqSliTQ6XaPWUUvvUG8ilggBpQ4FyAo7YNIkeP113Bt2gFGI3+ZHC2kpI0iqR6UoVIRXF978Y9xjkqZyUuZJvFv2LhWRCtZ51zEhbQLWXlZC60QfItP4Iccpjl0ZgB0HDmAYPVFVC4MaMWgI7xHRIzVNRe3R9ttE1r5WrP2sRPZHCCwL4Onrabftt8Xu4cz+1by+K4O5u1QuO8HAYmm/UCmqhn9tFMsDtRDWACNCWnAbN+a/iOLpD+MeOuJ1RY1hBAx8n/rQSkSk0DHRgX2SPf763nUXJNwBIzcXpbwc56I/4L32TYwg+Bf6cZ/txm5RmNJbZ8sh2OfPat7JrnSxWNqzhVBMRSgE27fDqFENhWS/82HnCxCqgKJ/w9CftO1FkEgkEslRwdSpU5k6dWrK3k1ZWVk8//zzKfdzOBz86U9/avS46enpvPnmm0mPNedid/fdd3P33Xc3ut3tdvO73/0u5baxY8fy/vvvJz32k5/E/4f9/e9/b/LcR4pWC6Svv/6auXPn0q9fP6ZMmRJToYcPH2bFihX07NkTwzD4+OOPY/tUV1c3drhuw+zZszn33HOlOcORIJrLmlYT5tIvLVCuwLBoCDeaYoduUGMX7xu/2w+GRmYdWNMyIZob66ryoYSiRg2hZKtvwxetP/IosehRb3tvcmw5SVPpYevBOM841njXML9qPhPSJmDJj6bDadE6pN5WsqIucpUBlR2Ha4Ce9Pf4cDbyCTKbwloHWNstaBzHOogciKBX6qIeaXj7La7PmDiSf+2upTzoZPmWLUwb3chFegsxDHhymcGWkmgqoKIACmmh3dyW/RQ5jjBM+gPYWph+1snoAR3f/3zolToo4JzuxD4i4XVdvz4ujq67Ds46C3Jz4fTTUWvLcHk24guOQSvWCG8JYx9ppyA3DahjX7gPhr8ExdNEWoIpkHoc37hgnD0bFi6ESy+F+m0KLA7ofynseA72vwuDr2u5tbhEIpFImDt3brcwA5B0T1r9H/Uf//hHbP3TTz9tsL2yspKtW7cmPXY0NGiVJg1HkB49IDMTqqth0SLxmJnjmpZGdp1YLbOJHNg6V53ogVQDZGRAXh707IlaUoLLq8WtvoMpIkhulU0+kUY22h1Pr0vklKxTWONdw5q6NVSGK8l2ZKPmqOgVOtphIZCyXSJNripkY3uFSMcampO6iFD36rGohLWw/RetlhwLtqGigWxwVRDbIBuKrX2fqR55/Zmc/TnLK3qzdEdpuwXSN8Ww5UAJBMu5Kvu/DLHvpsB2kB6WClTFgHGPQdrAdp2jo0gSRxZwneqK9byK8dJLYjl+PNxwQzyCc8IJMH8+1iVvYztvoqhF2hUVSD2ygMN4dReV1aXkNCaQtBCULxPredNTj1myRIgjgH//W9TdXXxx8ph+58OOv0KwTDSozT+lla+ERCKRfHeZNWsW06ZN63I7aUn3pE01SLqut+on0X9dIkFRYlEkSkvFMkEgZUUF0vL8r7ENs7Ft+DbQNHJrEcIKYlEkT00wXoMUaFiDpLt1tvhEfdooz6iU05mQNoEsaxY6OouqhWCz9hbCxjRqyPIIY4PKkIMdzRg0RPaK6JHiVGL1TPUxDINVtav48/4/8+f9f+YvB//CS8Uv8e/Sf1MRblhT4jjGAVYRGQtt6hhb0lE9hSjYX9c+dzzDgDdW10KwgsmutVyW+T7HuNbT01ouxNGQG7rNxbse0PF9FBdH7tPdDcXR9u1x4X7ttcnpbdEeDyxejC1fpFFqxRpGyKB3uoo1mqpYVF5Lo1SuAc0PqNDjuIbbw2F4/HGxbrpu/v73sHJl8jhnHuTPEOtFbzX5vCUSiUQikbScVgukphzsOnIfybec+paRiQIpem1ZbDuA9QQrRWlFoOlk1yDqlCAukMq9sV5IqWqQSmwlhIwQCgqj3KkFkkWxcHLmyQAsqFqAbujxfkiHNQzdICdNOKyVRzI5GBbN2Ib2TW2RHUuvK0ydXlcUKOKRfY/wpwN/YmXdSlbWrWRxzWI+r/qc98vf5+mDTzewyFQ9KvZRIgUsvD2c8rytpV+O8ETf70ujHW0URPToUBVg8IPey+C0L+DU+TDjYzhlLgy5vkPm216MgCHEUYWwXnef5hZmDPUxo0fDhsHxxydvmz4d3G4Ih7FsWQQWwBAmGlYV+jiFut9f2YTrYOlXABxwn8K8fRnsq2/6+eabUFSEYXOgP/MPjFGjQNdFmt3+/cljCy4Sy/KvwVdvm0QikUgkkjbRaoFkOmh09j5HmtmzZ8cah0mOAI0JJIeDbF/0banrVEWqKI+UgxZJHUEqqSVg9aOhpaxB2qXuAmCgcyBplsbrX2ZkzkBBoSxSxgbvhphAMiIGerlOdlSYaYaYm9WiMiCvoUGDETSIHBICyTYgOTLh1/38vfjv3LPnnlja38S0iZyVcxYzs2ZyXLqIJmzzb+Pr2q8bHNs2WBxPr9JFf6V20reH6Jfg02xU1rStTtAw4I1VZRCu5RjXOoZNuAisHrBliAiHI7fd8+wIjJCB75MEcXS6G2tBCnFUVARRq9QG0SMQEZ0ZMwBQ5n2CtY84RmSf+JsXpAnnxaKaxlMga4tX8beK/8eNu3/JE8vgp/+D2z+FD7dBTXEl+ivvEBj0ferO/St1K3viv/iPGPkFwlXvttugri5+sNwp4Oor1ve93foXRiKRSL6jzJ0796i4PpV0Dc0KpNraWpYvX87y5cvZvXt3g2133XUXU6dOZezYsVxzzTVs37690ybbmcyZM0caNBxJok52MUyBpChkKGkoAJpGVaSKykglaLqoQTIjSCOFRbTHb+A3qpNqkAwt3hNpkyKESGPRI5M8ex5jPWMBWFyzGNWlomaKj0fkUISs9OT6tMI0H/YUmWnhvWEwov2U+iQPeKn4JeZXzUdHp7+jP3cX3M0v+v2CH/T8Adf2upaf9f0Zx2eIiMUbJW8Q0ANJ+6s5KmqamJPpktceeuf1xqIIoXWg9HCbjrH6kM6WQyIE8oPC7aLpazfDiETd6so0UKKRo1TiCODll0W0prAQZs5MPcZMs1u+HGvU2juyT/TiKkgXr+e+uoZGGroBH20o4/923MJ7NbPQLOkxk49t5fD2Uo3P/x5m95RH8Q88G6OHED6REjt15z1LJG8s7N4Nr78eP6iixqNIBz4Q9U0SiUQiaZZZs2aldISTSKAFAunVV19l2rRpnHDCCbz44ouxx3Vd58wzz+Sxxx5j5cqVlJSU8MorrzB16tQGQkoiacCgQcl35xMakVnd6aT7AF2nLFJGVaQqbtJgRpDS0qCwEHcAfEZlUg1SrP7I0NmEEEhjPMn23qmYkDYBgN0B8f41o0h6mU66y4aqxj8uQ7NTR3DM+iNrfytKgnX2Lv8ultQsAeDSvEv5zYDfJPVkMrk873Lsip2KSAX/K/9f0jZFUbAOjEYs9rTfyt5qc9DLIcTNvvLWR5AMA15fsR+0AMe41jF80mVd3teoPoZu4J/vRysWtWSuGS6s/RsRR8XF8L/oa37NNaA28vV47LHifajrWHd8Kc7jF5HG/lni2Pt8DaOVr66DZ1ep1GppeKxh/m+Kg39dBH84Hc4ZZHBVaS39wwZV9gxW5xayrsCFZboTxa5gWDz4Tvw1gcEXYSxemnzgfueCYoVQJZQsbPVrJJFIJJLujdfr5fbbb+euu+7i3nvv5eqrr2bnzp2x7Y8//jhjxoxh/PjxjB8/nquuuiq27Q9/+AP33XcfN9xwQ1Jf0l/84hesWrUq5fkikQizZ8+mT58+3Hjjjdx1111ccsklvPpq883Jjz32WPbt29fsuAcffLDFTWi7gmYF0pdffskJJ5zA/v37+c1vfhN7/N///jdLly6lX79+bN26lcOHD1NcXMy4ceP47W9/26mTlnwLcDqhoECsZ2aKug4Tsw5J09kT2IOBAbpGTi3xCBLA6NF4AhCIVIkIUsTA0IxY/VHACFBnr8Om2BjmGtbslAY4BgBwKHSIgB6IRWt0v46qQJbNHxs7NIVBgxE2Ys1crQPiF+GGYfB6ibjrP8g5iHNzzkVtxNo5x5bDebnnAfBhxYeUhkuTtpvH1Uo19LoOSLPziFqZ/ZWBZkY2ZPWBAFsOi/1+MKwCMpp/jY8khmEQWBQgUiT+Js7pzliaYkpefx00TTQsNqNEqbBa4dRTAVDnf4CaFY007ovE6rqqwg5qElM+DZi/GwjXcZLna/46+TPOG65gVWF4D7jGHWJS3SF6+Ev5r1rNH/tl8WiVg5u22flqvAfyLeBJI9RvJsHAUOEAaWLPhl5iPhT9t/UvlEQikUi6NRUVFYTDYR599FEefvhhZsyYwa/qtX/4+OOPWbt2LWvXro0JmZqaGubOnctDDz3EBRdcEOsxtHjxYtxuN8ccc0zK81mt1lh07eabb+bRRx/lL3/5C/feey9btmzpkOd0//33d8hxOotmBdL69et5/vnnGzjRvfTSSyiKwr333suQaLpUXl4eTz/9NAsWLOic2Uq+XZh1SPXvIJhOdrrGroCoIVIimngsM6Hup3dvPAHwKTXoCLFgBIxY/VGNvQZDMRjiGoJdtYPPB++/D5WVKadT4CxAQcHAYF9gH4pDiR0TINseL7wf2q93g/0j+yOgARaSiv9X161mi198oVzR84pmbe/PyjmLPFseYSPMGyVvJG2z9LSguMT+ZrSqPRSki+d2oAnTtcb4fN020CNMcm9i+MSLm9/hCGIYBsGlQcI7RCqiY4oD+8gm+kdFIvDRR2L9iiuECGoKU0CtWYM1WwjnyL4IfXtkC+c+w2Bfedx9obgOyn06aF6uyHqHzD7xzuR6QCe0OoTi95G/6z3uGbeDi0er2CxQ5oNnNqn8X8DNN30zCFtshPrOQPtidfJ8zDS7ym+gTkbwJRKJpFPQAX8H/bTiHmdBQQFPPvlk7PfCwkKKi4uTxjz77LM8+OCD3HPPPbFIkc1mIxAIoGkaFRUVpKWlEQgEeOKJJ7jrrrta9dR79OhBZmYmO3bsYM6cOdx4443cf//93HLLLXi9XgCef/55KisrefTRR7nzzjuJRCLs37+fn/zkJzzwwAPccMMNPPjgg0nHfeWVV7jkkks47bTTKCoqory8nAsvvJDjjjuOuXPnEolE+NGPfsQFF1xAeXl5q+bcHpoVSJWVlYwYMSLpserqahYuXIjNZuPSSy9N2jZmzBgqKhraFHd3pElDFzB5sliOqlcfFBNIeizdLaNWx6YpyREktxtPAPxKLZohUqiMgBGLrNRFHcV62aJuc6+9Bg89JBp/1tS3DgOX6iLfJhof7w7uRnFGBVK0tinbIc5hsyj079HQoEE7GO191Nca61OkGRr/Kv0XAJPSJjHS3Xy/Ibtq54qeVwCwvHY5m32bY9sURYn1VuqIOqR+2cJGer/X2ep991SI8x/TzwnO7mXlH/omFLNDt4+z4xjvaHqHr7+GqiqRVtdU9MhkwgTRjwuwFomeRlqJhs3Sk3yriPolCqR1JYDmJVutop+tDHImJ83V8IVR/NU4ij7BM3oYPxoPfz0bzhsOLivURRT+GHKxMrMfJa6eVK21JTsdZk8ET7TPlDRrkEgkkmZpk0lDEOxz7R3yQxNmp6lIvLk6f/58rr766tjvU6dO5frrr+f+++/nkksu4YILLqCmpgaXy8Vdd93FXXfdxebNm/m///s//vjHP3L99dfzt7/9jTvvvJOPP/64ReffsGEDdXV1TJgwgSFDhvDMM8/w4IMPMmzYMF6Kur/ecMMNZGdnc9ddd/G73/0Oq9XKz372M84++2weeOABnn322QZeBYWFhfznP//hlFNO4fXXXyc3N5ennnqKuro6TjzxRKxWK0OHDuXJJ58kN/fIGT81K5Dq2w0DvPfee4TDYWbMmJGyuarT2fqLra5GmjR0ARddJCyVb789+XGPRwgkTRdGBYZBblX0VktiBMnjwR2AMH7CqrhYT4ogRetrMqzR9+i2bWK5d6+wTA43FBgDnAPEkMDeuEAKGBiGQbZL1CQNSvdhTfHJ0WujzWmz4hu/qPqCg6GDqKhcnnd5i14WgClpU2LGEm+WvJn0ObQNFGliWrGGHmhfml2/XPF6lgQ9BMMtj0iFNdjvE+lkhXnZ7ZpDRxNaHyK4WvznsY2w4ZjSjDiCePTouOMgJ6f58aoqapEAy77VcUF8yEqBowyAfQlpi+sOA+E6xjo3o+ROAqtIKdWqNEKbQxAI4NjzIYqqwUAhdPI88H+T4OXz4dqJkOtR+CjNSrU9nSJjCB9+FqbG/AerKFBwoVg/8CForfzPK5FIJN8xjlaThoULF1JdXc3118dbaJx44okMGjQIgPHjx5OVlcVXX4mWEmeddRaPPfYYDz/8MPv376e4uBhVVTl8+DCPPPIITz/9NFVVVY2e75lnnuHXv/41zz33HP/85z/p168fubm53Hbbbdx77718+eWX7Nq1K+W+Xq+X5cuXM3XqVAAsFguvvfZa0pjjjhMOvgMHDuTwYWEY1bdvX6ZOncrbb7+N3++nrKyMArMs4wjRTB4J9OrVi2XLlsWeHMDTTz+NoigNokcAe/bsSSmaJJIGqCqMHdvw8bQ0sksAXURkYgYNAInvLZcLTwAwdHxWHxCNIEVrkCrtIpUu0xoVVQnFiaxcCY88Avfem2QsUOgs5Ovar4VAyog+rgMRmDR8JPNLA5w0KvXHxoxcmbVLft3Pf8tETciMrBn0cbS8GFFRFC7Lu4z7997PjsAONvg2xFz2LL0tonA/ZBDZG8E+vInUsWbom5cPlGIYcLC0hIEtLJg8WFGDpovnO6BXfpvP39GEtoYILBPCxDbIhnO6s9mURnw++OILsf6977X8ZP36AaDs34fleAuRPREiRREKPH6W18G+qBW7YcD6EkDzMTZ9c1Jz2ODyIBighiuwHfoKRo8CS7L7occOF46A84fB5ys09nxYwwBrBu41AX5SaePKiQrfGwJK37Nh21MQqYXiedD3nJY/F4lEIpE0jwNCszrILbQF9+7qs3DhQt5//33+/Oc/JxlHbd++naEJ7VPM1LpEdF3nt7/9LU888QT/+te/GDNmDKqqUlhYyK5du5g0aVLKc950001JmWQHDhzguuuuY9myZfTs2ZM333yTpUuXptzXvLnb1P9hR7QhusViSboZfO2113LfffehKAoXXHBBo/t3Fs1GkK644gouu+wyXn75Zf73v/9x+eWXs3LlSvLz87niiiuSxoZCIe68807GprrolUhaiplip0WjI1rUoAGSBZLHg8cP6DpemxcDAyMYjyCV2cSd/EyLcByLNdmcPl0s338f/vGPpFObEaT9of1o0ZQ6EMLrxCGZ/OeqfM4f1zDEaxgGRp04r5ouPlafV35OjVaDU3VyUY+LWv0yDHYNZpxnHADvlL0T/6JRlZgTW3vd7DIyepARFZf7S8tavN/e6F2eTEstWTn92zWHjiK8J0zgK/EPwdrPivPkFogjgAULIBikNtvJluP6sNm3Ofaz3b+doN5INKZvtP/QgQMx2/DIgQj908TfpKhWRPoO1kKFTwMtyDjnJsgaHxsbM5Ao+wzF0KFeOnMiFhXOmJrH2VseIddfRm44zMTKEM+uhHsWwOFQBvSORsH3vdX885ZIJBJJ61ABVwf9tLIT6bx58/jkk094/PHHsVqt3HvvvbFtv/jFLwiFhHA7fPgwe/fu5dholoPJiy++yHnnnUePHj3o3bs3JSUlAJSXl9OrV+rG96mora3FMAzS0oRZ1YEDB5K2OxwONE1j6dKllJSUMHXqVJYvXw5AOBzmuuuuS5mdVp/p06ej6zr/+c9/OOmkk1o8v46i2QjSz3/+c9566y2uvfZaFEXBMAw8Hg8vvfQSLpcrNu7yyy9nyZIlHDhwgL/+9a+dOunOYPbs2Zx77rkyza47kGDSAMQjSIoi7L1N3G7cQUDX8dl86GE9KYJUahe1IBnWDCgrg+iXB7/8JfTsCe+8A08/LSzHox++QkchABEjwiHlENmI9DEjYEA6KXsfARAU/XYAlDRxUb6mbg0gmtDGolit5ILcC1jnXcc2/zY2+zYzyiPS7qwDrYR3hIkciGCEDBR7G+21FYV+rjo21brZX+lt8W57SmsAF4XuarC0PYLVUWglGv4FfjDAkm/BdZoryWY9FbWRWlbUrmB78V/Z/hOD4oE2OPxYg3FWxcoQ5xBGeUYx2j2aYa5hQnhFI0iUlGCNenYYQYMBliwAygI2/GGz/shPjrWSPrYKyBAiKLRBvB+tfa1Y3o02px3ZfI2ac9JQeq/8N1mjL+X8UAFrIjbWHlb52Udw7bBrONP4AKVqPdRs63bOghKJRNJdmDt3Lh988EFXT6NFFBUVcd1115GZmRmrGaqtreXhhx8G4Pjjj+cnP/kJ/fv3Z9euXfz5z3+mn/k/Cti/fz+LFy/m5ZdfBuDss8/mV7/6FQ8//DBTpkxpYLcdiUS47777AHjyySe57rrrYhGmESNGcPXVV3PllVcyYcIEduzYwZ49e5g3bx6nn346F1xwAQ8//DChUIgnn3ySp556it/85jesWLGCyspKrrrqKhRF4ZFHHgHgscce46KLLuKtt96iuLg4dhwQ2sJu75prjGYFktPpZPHixbz33nts27aN/Px8zj777Aaudueddx7fi6annH/++Z0z205kzpw5MjWwu+DxkF2LiPpAvElsWlpyb5qoSQO6QcDmF72Q/CKCpBlarAYpy5IFpie/xSJc8+68U0SUVqyAf/0rJpAyrBnkWHOoiFSwN7yXHFsORjjeeLYxEi231TSVsB5mZ0D0KEjV76ilDHUPZbR7NBt9G3mn/J24QOprFZ/eiHBPa9K+uhn6pUXYVAv7q7XmB0fZUyUiH4UZ7TeKaC96jY7vUx9oov7LfYYbxdq4OCoOFfNxxcd8Wf0lobAPcvaDAWRmoqImWbBrhkbEiLDFv4Ut/i28zduMdo/mul7XkWf+QzEM1KpiLD1y0co0eoai3416mH01sP4woPkZ59yMkjUCLHYMw4j1ZrL1DaKYbkRNRJBiTJuG/Z27CfWZTq9+/XgoN8hDIRflfnhmUwGrlfu5LeNRXPvegtF3t+EVlUgkkm8/s2bNYtq0aTzzzDNdPZVm6d+/P3v37m10e3OOdP369YuJIxDX9omuePUxbb4bq9F66KGHGt339np15dnZ2Tz33HMNxt19993cfXf8f9S///3v2PqePXsYMGAA27dv54EHHmj0XJ1JswIJRF7ghRde2OSYH/zgBx0yIYmEtDQyvTRMsasvYN1u3NEUW7/Vh27oaFUaGOLCts4hXOwyrBmwTziN0adPvMbjwguFQNqyRRSKRNOxCp2FVNRVsCe4h0mOSa0SSIpDQbEp7PLtImyEUVBa1IOpKS7ocQEbizbG0r5GukeiWBWs/axE9kQIbQphHWRtWTpZCvplWuAQ7K9r0dcBAEU14o5OYXbXRo+MoIHvEx9GwEBxKbhnuWP27PU5GDzIf0r/w8q6laK3FpBWGWTMRhhSncawWY9R4B6ATYmLTb/uZ5tvGxt9G9no3cje4F42+jZy1+67uCzvMk5z2FCDYThwADUrD61Mw2pkk2utpFzrwb7qaAQp4mOcZzNkivRjvULHCIs5WKp2iJPZbCKa2RxTpqAoOo7dHxAYPIa8wwrPXOjgxS0q83YpLAmeQNGhh/i18TwFw30xQwiJRCKRSI4GHn30UaxWK5MmTYql8h1pWn5FJJEcKdLSsGkK6V6dWgBdI7cG6FNPIHk8WHUFZ8jA5/aiGRp6hRAqGhq1zlqsihW36o5HkBJdUMx0ppoaOHgwVlMywDGA1XWr4052dTQrkIzaaP1R1KBhi0/0PSpwFOCxeNr8UgCMcI9gpHskm32bebfsXUb2F/O2j7ET2RNBO6wR2R3BNqhtUSSzuekBnydRJzZKIGxQHHADGoU9ui7qamgGvnk+9BodrOA+wx2r/0oaZxjMq5rHGyVvEDZExKuXrRdn5ZzFCY++iH2DApefC56hDfZ1qS7Gp41nfJqoG1rvXc8Lh16gPFLOKyWvsPzHDn72jxBZBw6gFEwU54tk0N+2gfJINkuKwlQFrKD5GevcDNlnAaAdFtEjNU1F3blBnGzIECGSmsPjgXHjsK1ZQdBXgZGWhnV7iFumOhmTB0+vyGB/VV9uP3AXt65dxfRjTmz1ayuRSCQSSVeRKuJ0pGlliZhEcgTwiAv2rGpdpD5p0Sax9SNI0Ro4dxACFp9IsYv2LArbwmiqRoYlQ0RWUgmkvn3jfZU2x3sNFTpFHdLe4N6Yy4x53MYw656UdKEuzMawI9wtSJlqARfkCgeXjb6NbPMJu3JrL2tMFAWXB2M1UK2lX48eAAQ0C+U1zXeMLSoph2jfqcJeLXfm60gMwyDwRSCWpuY6xYUlr2GBWGWkksf2P8Yrh18hbITpZevFLX1v4feDfs/M6kHYN2wVA1voXjfWM5ZHBz7KqVmnArCln8E/zgQOHow18DUiHgpsomh1xQFhztDDUkYvawlkiQiSKZAs+RYRwYQW1R/FmDYNxYhg3zMPgPCmMEbY4NRB8PgZFvLTVPy6k0e+6cubGwxaUA8rkUgkEokkihRIUWSj2G5ENJyaVWeAoZMRsIgmsSlS7ADRLNbqRTfidUB+l18cw5olHjAd7BIFkqLEL0o3bYo9bAqkgB7AZxMOb831G0q0+NYMLSZiOkogjXSPjKXqfVb1WexxxxQHWMT5zaL/1pKf1werIi7Y95ccbnb83hJhftHTVoE7s2+bztlegiuDhHeJaJBzmhNbYcPIy3rveu7efTfrvOsAmJk1k98M/A1T0qeIOiOzOV7//g2bFTeBy+Liml7X8NPePwW7jRXDYXvtZlSX+Do1glYKHOI10vVItP5oE4orP9ZQN0kgmeK8JfVHJtG+EfZ1b6MYYYyQQXiLeD0GZ8OfZykc41oHWoBX1wR4cTVSJEkkEkkCbWoUK/nOIFPsokiThm5EVCBl1wKaTg9v9G1a/+9jsYDDgccfwGfxohMXMV6HcGTLsGSIK8NUESQQAmn58qQIUg9rDzyqB6/upcJaQW96tzzFzqOyN7CXoCGsoYe7hrfmmTeKoiickHkC2/zb2ODdgGEYKIqCmq7iGOsguCZIaE0I2zAbqrt19z0sNid9HFUUBXLZX17NhIaZZknsKasDPBR66kA58vdYQltChNYKMWgfY8c+umEd1IraFTx94Gk0RBTx+t7XMzFtYnyAYcA8EX3hzDObzytMwfEZx/OZ3oftVPJGv63cHe2PrfsNCrLCUAroYSGQPJshS1i26149JqgtHr9I74TWCaQRIyArC6WqCpu6m5AxjNDGELbRNhRVIb3HUO4bOoendlXzWSiTd7f2xRuGn00RduESiUTyXac5k4ba2uYzKiRHL839faVAknQ/ogKpdzmga/SpiF7RpRKwbjfuQIBKS11SBKnGKRzsMqwZUF4OfhFRSimQQAikaAGOoigUOgvZ5NtEqVoqBFJzKXZ18RQ7s/6oj71Pm+29UzHGPQaAGq2GA6ED9HMIC0/7eDuhbSEMn0FwZRDXSa6mDpOSfp4ARQHYXxloduyeKvFa9M9oOqrWGUT2RQgsjvY6GmDFMbVhp70l1Ut47tBz6OgUOgr5VcGvGv4dtm+PNw6O2om2FkVR+IH9LB5kI9uyatlsbGYAA0CDfulR0aaHRYNY52bIuhqIR48Um4JaHE2vs1hEDVJLUVWYMgXmzcO+fz6hfsPQ63QiuyLYhohommXAZdxcfS+eKj/v6Tcxb5eN2hD86vgm7OolEonkO47dbqdXr15Mnjy5q6ci6WSys7OxWlNLISmQJN2PaA3S6Ssh+8fnMXb5p+LxRgRSWqACv+pFI25TXWWvAqIpdmb0SFWhd+/k/c3Uqro6kYYXFVADnAPY5NvEIeUQ4xjXZATJCBsxAaWmqR1ef2SSZ8ujh7UHZZEyNno3xgSSYlNwTHYQWBQgvC2MfaQ9ZT1OU/TNAMphX23zkZSiOhEqGZDThjbg7UAr1/DPj/Y6yrPgmuFq4Ny3sGohLxa/iIHBEOcQ7ii4I7VJhhk9GjIEBg5s85yG9prMlC9hxXCd/1a9wS+4CwWFDHtPMi21VGtp5CsHybeWxRrEJqbXKVvFeyU8dBDzaj/jm7pvsKk23Kobt+om3ZrOaPdohruHY1XqfV2PGwfz5qGu/RrbyT8nvCNMcF0Q6+Coo2Gv01C3Psl1Wa+RYR/DqyWn8fV+eHwp3DUd1Da2zpJIJJJvM06nk927d1NXV8df/vIXcnNzsVjkXaVvIxaLpdG/bacIpLFjx7J+/frOOHSnIRvFdiNUFdxunD4fJ/iHQOm74vHMFNEYjwd3APxqcgSp3F4ORFPsTIHUq1dDl7DevYXwqqkRUaSoQDIbxhYhogxNRZASeyDhgS0VUYHk6liBpCgKozyjWFS9iI2+jczKib9XbUNthDeF0co0gmuDuE9rnbVzvywhevZ7nU2Oq/ZrVIZsgEFhXnarn0Nb0f06/nl+jLCBmq7iOsPVoNfRwqqFvFD8AiBqtm7vdzsuNUU0LTG9ro3Roxh9+nDpAlg1DPaEd1IXqSPdmo6u9KXAdoDqYAbjPJtAtceatiYKJG3RZr4ab/DWJVVUlL6e8hTvl7+PW3UzMW0ix6QfwzFpx2BRLEIgARQVYR8YJLxDRa/Q0Q5oWPtZQbVC4eUo257kMuO3uCecyPNrHCzZB39ZCTdOblNmoUQikXwraKpRrNPpRFVVnE4ndrtdCqRvMZqWugdkmwRScXExc+fO5dChQ4RCDQvDm2pm1V2RNUjdjLQ08PlEZKdGpMvFHOcScblwByCsBIiokdjDpTZRJJ9hzYD9a8SD9dPrIG7UsGyZEEhnnAHEjRrKLGVohoYlYInV/dTHqBPiSbEqHOAAPl0YOwx3d0z9USJj3GNYVL2ILb4tYl6KJfo0FOzj7fg/9xMpiqAHdFRny4tN+uUK8VkecuEP6bjsqfctKikRjVEVg369+qUc09EYuoH/cz96nY5iU3DNcsUMEUw2+zbz9+K/AzDOM45b+t6CQ20kwrV1a9y047TT2jc5t5ve5HLK6nI+LwhwSDmEx/BgKL25KOPvUAPnZcyFjJGg2jDCBlq5+DIuyy7jiVFfcXAykKFiU2zMyJyB2+LGr/vxaT5KwiVs92/Hp/tYXLOYxTWLKXAUcHX+1YwcNgzsdgiFsOzbgLXfJCL7I4TWhYRAAii4AHa+AJFaznW/S82Yy3hjA3y8A3JccMWY9j19iUQiOVpprgbJYrGQm5tLeXn5EZ6Z5EiTKkrYaoE0d+5cLrjgAgKBxmsV2tqwUiKJEU2zo64OqqvFeiMRpLQAoOv4bSL9CuCwTbixZVoyGzdoMBk1Ki6QovSx98Gu2PHb/QT1IG7FDWEgRV9UvTZaf5SmsCUgokd5tjxybbmtecYtYqRH1Ez5dB97A3sZ5Io3FrX2t6I4FIygQWRnJKV5QWP0zesFlIFhcKCshCF9eqUct/dwOaDS116K3d1y57f2EFwaTLbzzkr+EisNlfLkgSfR0RnoHMitfW/Frjbx3M3o0bBhUFjY/gn27cuFi8r5apZBtb2aumAdbqMHU9xrmeJeK8ZkzQBAKxGNjFHgpcDfOOj2oRpwonsaFw26kRxbToPDV0eqWVO3hlV1q1hTt4Z9wX38tui3TE2fyg+OGUru0o2wbh327x9HZH+EyMEIWpmGpYcFbOnQ73zY+wbseZ0fnHgJFX6VuTvhn+sh2wlntqL0SSKRSL4rWCwWfvjDHzYaYZB8e0iVatdqgfSrX/2K008/nVtuuYWCggLs9uQLEcMwOPbYY9s3U4nE7JxcUgJ6NIUtVQTJ7cZdA+g6XpsXQqAbeqwGKdOaIJD69099rkSjBl0HVUVVVAocBRQHigkZIdy4MYIGir2h+E+0+DYNGka6W9DTZvt2eOkl4Uh22mnQp/meQtnWbPra+3IgdIANvg1JAkmxKNgG2whtColapFYIpLSMHmRbd1MZSWd/SVmjAmlPhQ9IozDNf0Tys0KbQ4Q2iyi1Y4oDa//kryy/7udPB/5ErVZLhiWD2/re1rQ4Skyva2/0yKRPHzLXr2dicTo+u49QIISh1Us/zBbpcGZ6nZatscUn7Mdv/6/KhJfvAFvqiFemNZOTs07m5KyT2RfYxyslr7DZt5lltctYfWE511cbTFu3DstPLVh6WNDKNELrQrhmRtMLC6+AvW+C/wBKyUJunDyTygAsPwDProQebpjcNe2sJBKJpFvTVI2K5NtNqw1fi4qK+M9//sPMmTMZOnQohYWFST8DBgzgzjvv7Iy5Sr5LmALJtECG1BEktxtPNIJUaxWWjRFrhKBV2Gxnqgk1SP0aSQkzBZLXG0+9QqTZ+W1+Qrq4QG/MqCGWYpcWd7Br1t67qgpuvRU+/RSefBLOOw+uvhpefVWkFjbBaM9oADZ6NzbYZhsqaqy0ci2WytUiFJW+LmGNfqDS2+iwvVViWZjZ+U11IsURAktFpNo2yIZ9XLLw0Q2dvx78K0XBIqyKldv63pYyApPE5s3x91RHCaS+ohdURpkfn92HbugYkTSSvl6zkgXSvqx94A+Q4YNx+kBwtMzwosBZwOyC2fy8z8/JseYQ8th59vvwqW0tiq7HXqPw7nAssom7D+SfItb3/BOLKpzsRvQA3RCmDYcb/5NLJBKJRPKdo9UCacSIEeh60/a+l19+eZsn1FXIRrHdDDPF7tCh+GONRJBMgVRnrQMg7AyDAioqntqwED7QeIpdr15x8ZWQZpdpyURXdUKWpgWSGUGqddZSo4l6qSYd7HQd7rkHDh8WzW57iuahbNoETzwBf/5z4/sCo6Kpbdv82wjr4aRtag8VNVt8rMPbww32bYreHvE8SmpT72cYUOQV5g+Fua0zgWgtep2O/3M/6GDJteA8ydkgdffDig9ZUbcCgGvyr2Gou5kGTgCfRZvsDh/eeESxtUSFd8bhWrx24aao+wFnvtju6gOOXAzDECl2wBrPGgj4mbQN1JGtS1VUFIWpGVP53cDfMSprAgbwyikh3tryPJZCC2q6CgaE1ifUhw74f2JZtRaqNuC0wq9PECl2dSH43WIIyywSiUTyHUI2ipU0RasF0iOPPMKtt95KVVVVo2OmTJnSnjl1CXPmzJEOdt2J+hEkmw2cKRzW3G7cAUDX8Nv96IZOwCWiDhnWDNT9B8Q4RYnd6W+AosTtvjdtih/aIkSAzy4iOs0JpL02YU6Sbc2mp61n48/thRfg66/F+kMPwYcfwt//Ho9oLFwYTytMwUj3SFRUwkaYHYEd9Z6KEosihXeGMfSWR3o8DvF14A+nPndZXQhvWKQaFPbs+PoqEyNiCMc6v4HiVHCd3tCxbm9gL2+VvgXAGdlncHLWyS04cAe61yUSTY3MOFSNz+ZDMzTxXnFF0xSzxgKgV+gYYQPd0FnqXArhMFO2AAMGtOm0LouLO4bcw7H7xWflnZr/8XLpy1jHiDTE0LZQ/D2bPS4WxWLXS+IhF/wqave9rRxeXNOmaUgkEslRyaxZs5gzZ05XT0PSTWm1QHrooYf47LPP6N27N2PGjGHGjBnMnDkz6aeioqIz5ir5LpFYgwQiepSq5iUWQTLYnbsbTdUo75XC4js/Xzh+NUZiHVIUjyqiWF6riEClEkiGZmD4xON7rUIgDXUNbdyoZOlS+NvfxPrVV8OMGcLWfNw4uO028XhFBWxsmD4Xm5fFwwDnAAA2eDc02G4bYgMFDL9BZF+kwfbGcNvE14E3kvprYW/xIcDApoTpnd8B5gYpMAyDwKKASA9UwHWqCzUteT5hI8zzh55HQ6OfvR9X5F3RsoNv3BiPSHZUeh3EhHdanY7PUiNS7PwG9D4DrGnQ91yAmNFEtauaWkctTr/GqL1Ajx5tPrVNtfGzkhOYuRrw+ZlfNZ9/Z/4bxaFAhFj9FgCDrhHLki+gZhsAY3vCVVHd9OE2+KqozVORSCQSieRbQ6sF0qJFi9A0jV69euH1etm7dy+7d+9O+pGOH5J2YwokM5KSqv4IRKNYP6Br7MjbQc3lNewavAuo1yS2sfQ6E1MgbdkSO6fZYLTOJlL39GDDyIrhjYumUruwFs+xNlIHc/iwSK0zDJg0CW66KXl7fr5wVgP48ssmp2um2W3ybWqwTXWrWAtEFKE1aXbuqLW3rzGBVFoFQH9nOaq9cyzxQ+tChHeJOTuPd2Lt3dBH5r2y9ygKFqGickOfG7CptgZjUmJGj0aObLwerS3k54PFQrofvGp1NMVOh/6XwKkLoMdxALH0ul0Zu8CAiVs0bJoCeXntOr06bjzXfAznfC1E+ad1n7JtgBBAoY0hjEj0PZp3AmREUz93vhDb/6KRcGzUpOGJZXCgpl3TkUgkEonkqKfVAikvL6+BIKr/06Mdd0S7ClmD1M0wa5BMGutR5fFg0xRsYXER6MVLTURc4SVFkFoqkHy+2D5mil2NVRwvVQQp1iRWhRKbiHZlWhsRc3//u7Asz8mBOXMglTPOydFUsUWLmpyuadSw078Tv+5vsN1Ms4sURRpNDayP2y7m44ukduzZXynO0z8t2KLjtZbIvgjBFeLYthE27CMbRvx2+3fzfvn7AHy/x/cZ6BzYsoPrerz+qCPT60BEAPv0IcMLPkVY0utBHUMzkqKeepWObuhscG4AXWPypuiNpPZ+X44di4LCZe9UMd02CYDnM5/HixcjYMRFsqLA4OvF+uH5UCvSM1UFbjsOenrAH4FHFkOg5YFHiUQiOSqRNUiSpmi1QPr973/f7JiXX365LXPpUmQNUjfDjCCZNCaQXMLK2O0XIsCn+WJGCUkW381FDPLzITtqzRytQzJT7GLOZKkEUtQpTPWoVGvi4jjTkkIgGQZ89ZVYv+aaxi+KTzxRLHfsSDaoqMcw1zCsihUdna2+rQ22mz2R0EUtUktwO4So8mupIzK1AXGcLHfL7cNbil6r418oBJillwXntIb1ZmE9zHOHnkNHp7+jP+fmntvyE2zYICJ40LHpdSZ9+ogIklEFEK9DimIYBnqNjl/3U+4qxxaBcTujG9srkIYOBYcDBYXrDkxghGsEPruPz3p8RlAPElofwjCic+l5EqRHo5Q7X4wdIt0Bd00Hqwp7quD5Ve2bkkQikXR3ZA2SpClaLZCuuuqqZsdIoSFpNy0VSNFIk8cr7sbX6XVURaqAqFAxbbubiyApSoM6JDPFzm/zo6NjBFPUICVYfFdHogIpVQRp9+74Bfr06Y3PY8SI+AVzE2l2DtXBEKfo8Lneu77h07Eo2AZFzRp2t04g+bTU7dF8YfF1YabidRSGZuD/3C/6TLkVXKe6UCwNa7jeLX+XA6EDWLDwk94/waa0MLUO4tGjUaNa1G+q1fTtS5of/Iaov9TQYrVpAEbQwAgbeHUvla5KxoYLcIUUYT7S2Hu7pVitMFpEFG1rN3Jrv1vpZevFsv7LKA4XE6oOESmKhoQUBQZfJ9aLP4O6XbHDDMuF6yaK9Xm74LNdSCQSiUTynaTNVzpLlizh1ltv5ZxzzuGcc87h1ltvZcmSJR05N8l3mZam2LlFGpzHp4MRjSCZKXYhK9RECyqaE0gQr//ZvVscOppi57f5G48gRVPsdI9O0Ij2XkolkBYvFst+/Zq2l1bVeBTpiy+anO6EtAkALK1ZSsRomBNlHSCEjnZYQw80bc0P4I724gnoNvQU7nemeYPH3rFN8wJLA2hlUVOGU1yoroZfSyWhEj6q+AgQqXX9na2w6E5MrzvjjI6YckP69UM1FJy+ACFLqGEEqcbAwMCv+al2VTO5Oupwl5vbMQ13x0WdFtavJ82Sxi8LfkkkPcKWHlsoDZcSXJeQFpk/A9IGAQbs/HvSYc4eCidGX9pnV4pokkQikUgk3zXaJJBuvPFGTjzxRJ588kk++ugjPvroI5588klOPPFEfvKTn3T0HHn22WeZOHEixx9/PGeddRb7zLSpFASDQe6++26mTZvGlClTOO2009i6tWEKkqSb09IIUlQguaO9kLyaN57qVhaIj2tJUb4ZWYhaizsVJypqPILUhEAKuOPnSplit3SpWB5/fPPzMAXSqlXxHk4pOCHzBFRUarQaVtetbrDd0tuCYlfAIB5BaAK3aaNuGHiDoQbbfREhuDpSIIW3hwlvEREuxxRHSlMGgDdK3iBshOlp68k5Oee07iTr18fdEE89tT3TbZzoeye9OiRSMtGFUUMUvUYnoAWocdSgW3QmHor29GqnQUMMUyBt3AiRCL3svbipz02sKFxBQA9QdaAqZhKBosajSIc+Be/e2GEUBW4+FvqkQ0iDOV+Br3XttCQSiUQiOepptUB64oknePXVV7n11luZP38+mzdvZvPmzcyfP59bb72V119/nSeeeKLDJvj222/z8MMPM2/ePJYsWcJxxx3H+eef32iz2jvuuIMFCxawYMECVqxYwYknnsisWbPw+XxNnkeaNHQzWimQPH5A1ymPlBM2xBVdZnE0etSzZ+oeSvUx+yQdOgS6jqIoeCwe/HZ/LCIQq+WIYtRGa59c8fdXurVeQ1ufD1ZHBUxLBNKxxwpL8kgk3i8pBVnWrFgU6YuqhtEmRVWw9hOCI7K3FQIJ8Pkbfl680dokj7MVqW1NoFVo+L8SdUfWAVbsY1PXNm3yboo1hL2i5xUtd60zMd3rxo6F3r3bPN8mib530qvCeG1e8X7xx98reo0eS68b4R5Bekmt2NBRhjZjxohlMAjbtwMw1jOWEQNGcDDzIBWRCirWJrRf6HUaeAYAOmx/PulQLhvMPgHsFjhYC8+t7JgpSiQSSXdCmjRImqLVAumFF17gvffe4w9/+AMzZsxg+PDhDB8+nBkzZvCHP/yB999/n7/+9a8dNsHHH3+cK6+8MuaMd/PNN7N27Vo+//zzBmN1XeeFF17guuuuwxm92LvlllvYu3cv77zzTpPnkSYN3YzW1iAFAV3nUChubJC5r1KstNTS2bx4DoVELyLArbpjESQMIOFuumEY6F4h1GtcQoylWdKwKvWiICtXQjgsRM/kyc3Pw+mEqVPFejNudjMyZwCwzruOinDD/mPWwqhAOhCJ2z03gtvpiq37A8nOeIYBXk0IGI+z/SYNRsTAP98PGqgZKq6TXCl7R+mGzmslrwHC2nxyWgtev6QDdKJ7XSJRgZThA5+lNqVAChkhqtxVwqK9rExs6CiBlJMTTyNdty728BU9r2D7oO0YGJRtLyNSY9YiqTD0p2K9+FOoTraLH5AFPzlGrM/fI/sjSSSSbx/SpEHSFK0WSGVlZcycObPR7TNmzOiwRrGhUIgVK1YwzkwfAbKysigsLGSxWdNRb25+v5+ePXsmjXc6nSxfvrxD5iQ5QrTSxc6MIJkCSUUl3Ywg5ee37Jy9esXrQaJpdh6LB59NuNhBstW34TOEaAKqHFVAI+l1Zm3epEkti2RBPM1u8eJ4L6gUjE8bT5Y1Cx2dL6sbmjpYC6ziUx4RIqkpnA4PihKNiAUDSduCER0tOg23o4XPoQmCy4LoVTqoohmsYk9dh7OwamGs59FVPa9qvAFvY6xdGxcjnZVeB+L9mZ5Oug/RLBY9WSDV6miGRpWrilxbbscLJBARMkgSSC7VxekTTqfaWU1ID7FuRXwb+TMhU5g7sPUpoYITOH0QHBe9t/D0CihrOggvkUgkEsm3hlYLJFVVmxRA5eXlrb+IaYSysjIikQg5OcmNN3NycjiUwgI5Ly8Pt9tNUVH8dmdFRQWBQKDDRJvkCGG3C4cvk8YEks0GNhueAKBrBHRxYZ9mSUOtErVIMfvulpzTrAmJCiS36iZgC4gIEskCybT4BiiziwveBgYNhhEXSC1JrzMxBVJVlaihaQSLYuGkzJMA+KL6i5iQM1HsSqyup7k0O9Vqx6WIYn5fMLnXUWLKnaelIq8RwnvDhDaLGifnFCeW3NQ1TXVaHf8u+zcAp2SdQoGzBUYb9THT68aNa7lQbit9+pDmizaLTRFBMgVStjU7LpA6qgYJkowaEhnpGUl4lAh9GtsM9tdEnR0VBYbfLNYrVkD5sqT9FAV+PgWynFAXgj8vgxTeHRKJRCKRfOtotUA644wzuPjii9mwYUODbRs2bOCyyy7jzDPP7JDJmaQSXI09dsMNN/Dss89SVlaGYRg89NBD2O12HFGHrsaYPXs2t99+O7fffrusReouJEaRMhtpvgrgduOOptjFhlszhbgAyMpq+TnrGTV4LB50VSdsjV5gJlh9xyy+PQpV0f43GZZ6Qm7v3tixWiWQ8vLituPNpNmZAqkkXMJWf4qeSGaa3b5Igxqq+rgs4nn6AsmV+d6ElDu3y9303JtA9+oEFgkRa+1nxTam8Xqi98vfp06rw626ubjHxW04mQ5mKm5npteZ9OolUuzUGjQj7hxohA0ivggGBlXuKnKsOZ0TQTIF0sGD8eNHOeGYE9DtOlbNyopVK+Ibco6BHtH35dYnoZ7AznTCrdFszzXF8MG2jpuuRCKRdAVz586NXe/JGiRJY6S2jGqC3/72t0ydOpXx48fTt29fekfrNg4dOsSBAwfo168fr776aodMLi8vD6vV2iD6U1FRQa9evVLu8/vf/56cnBzOP/98bDYbP/rRjxg2bBiDBw9u8lxz5swho739SCQdi8cDldE6ovT0xse53Xj8VUkCKcOSAVXRTpytFUhr1iQJJBBW34TrRZDq4k1iTWvxLGu9c5nRoz59oLCw5fMAEUXavFkc4+c/b3RYL3svRrhGsMW/hQVVCxjpHpm03VpohSVg+A20Eg1rfuMfe481THkYvKFkgeQLxFPu3C5P/d1ahGEYBL4IiH5HLgXnyc5Go82V4UrmVYrozwU9LmhofNES1qyB8nKx3pnpdSZpaaSXg7deip1eo8ds2KtcVWSHncK4AzpWIA0eLFJO/X6RZpeQCu1wOMgcnUnt6lp67ujJpmM2MSpjlNg47GdQthRqt8GhudDne0mHndxH2H//bzu8vBYm9oL+TdyvkEgkku7MrFmzYjXnNTU1PPPMM108I0l3pNURpD59+rBy5Up++MMfUlNTw4oVK1ixYgW1tbVcc801LF++PCaa2ovNZmPKlCmsS8ipr66uZu/evUxvpNmm1WrlnnvuYfHixSxcuJBLLrmE3bt3c9ZZZ3XInCRHkMQIUlPi1e2Opth1QATJfO8mpNhBVCBRTyBVRgVShhqzFs+w1ptnYnpda1NPp00Ty+3bG0QE6jMjawYAK2pX4NWSrcFVj4qlh0hjay7Nzm0RVtD+YPI4b1QgOdQQVpurwX4tIbwpTOSgOK7rpNT9jkzeL3+fsBEm25rNaVmntel8sfS6CROEk2Fn4/GQ4Y1HkEzXQ7P+KGANoDgUXBV18X06UiBZLHE3uxRpmYXjC3FYHKQF0/h6/dfxaGLGsLgo2v4X0BpavF8zAfqmQ1iDx5YIC3CJRCKRSL6ttKkPUn5+Pn//+9+prKykuLiYQ4cOUVFRwQsvvEB+B+f5//KXv+S1116jPHon+KmnnmLcuHGcGr0j/NRTT3HFFVfExt977718/PHHsd/vv/9+vv/97zN+/PgOnZfkCGAKJLdbXPw1hsfTUCCpGW0TSKbVd70IktcmRIcejKZNGQaRYnGxb8m3UB2J9l5KNGkIBOCbb8R6a9LrTEaPjgvDJuy+AaakT8GluggbYZbUNGzYHEuza04gWcWVry+cfAVs1iR5LEHhgNZKDMMgtF5ceNtH2oV5RCOUh8tZUL0AgPNyz2u9rTcIi/Qj4V6XSFoa6T7wqjUYGBi6gREw0KtFBKlBep2qtu692RJSGDWYWNIsZAwT76f+2/uzoiYh1W7IT0Cxgf8g7P1Xg32dVvjFNLAosLsK/tl4WZxEIpFIJEc9bRJIJoqi0LNnT/Lz85NSZVI5zLWVCy+8kHvuuYfTTz+d448/niVLlvD++++jqmLqRUVFbNmyJTZ+wIAB/OIXv+DEE09k6tSpWK1WXnzxxQ6bj+QIYgqkpuqPAFyuWKNYk4yIPf57WyJIxcWg63jUqECyCoFkRpCMGgPDK9YtvS3x5rSJJg0rVwrLcJutZfbe9VHVuN33koaiJxGH6mBahog4fVP3TYPt1v5CkOjVOnp14654bpvY5gslj/FGa5LclrZ1DdX2abGURPu4pm3C3yt/j4gRIdeaG7MxbzXLl4v0TFU9cgLJ4xEudqp4L2gIowa9VkcjhUFDjx5ifh2JWYe0ebOwlq9H/sR8PKqHvLo8vtryVSz1D3cfGBC90bTjOfA2bMY9LBd+ENVfb2+G9SUdO3WJRCKRSLoLHfzfWXDJJZd06PFuvPFGvvnmG5YsWcJHH31EQUHczeqxxx5jtdmEE/jxj3/Mpk2b+PLLL1m2bBmPPvposwYNIBvFdkuiPY6arD+KjmsQQfInRJxa6mIH8QhSJAKlpbgtIsWu1iYae5oCKXJIXFgqLoVIeiTmnpcUQTKt5SdMiDW0bTVmmt2yZU3afYNoDAqw1bc11izXRM1RUdPExz28p3GR44oGdvzhZDMHb1Ds47E233A2FaEtInpkLbCipjf+tVMaKmVh1UIAzu9xftuiRwDmZ3nKFNEj6Ejg8ZDuhyBeNEWLp9nVGCKC5Koix9ZJBg0mZgQpFIKtDQ07LDkWMgvFe3TQrkEsqkowABnyf+DqC3oINv62ge03wCWjYGQP4W7/x6XC3U4ikUiORmSjWElTNGvS8OCDD1JVVcWf/vQngCZ7IJkcjZba0qShG9LSCJLbjTMEqmZgSohM05VaUZquX6pPz57irr6uw8GDeIYJkVZtEVEBUyBph0QKmrW3lRqtJrZ7UgRpxw6xNC9a28Jxx4lldbWICowe3ejQke6RKCiEjBA7/DuSzBoURcFaaCW0MUSkKIJjfOqbBu6oHvGGk+ulfNGiEzMFrzXotTqRIiGsbCObFjzvlL+Djk6eLS/mztdqgkFYIFL0OJLNnz0e7BEFR8jAZ/eh6dEIUtTiu9JdyWDrYCiNuhp2hkDKzBRmIHv3ijQ7syYpgewJ2dQV1TGwfCD/3f1fjs88HqfqBIsTRv8aVt4IFSth/3tQ8P2kfVUFfjkNfvYxlPrguVXid4lEIjnamDVrFtOmTZMmDZKUNBtBev7553nxxRcJR9M1Fi1axO7du5v80TRZwSvpAEaMEMuRI5se53ajoOAJxd/OGTVRqZSe3nT9Un2s1ni/nIMHYyl2tbZaDMOIFd6bESRLbwtVWlVs9yS3tV27xHLgwJafvz49e8KQIWJ96dImh6ZZ0hjgHADAZt/mBtvNOiTtsIbuTx2N8kQbtnojyQKpLiSEYZq16ShWKkJbRZhBTVObrD0qDhXzVfVXAFyQewFWpdUmm4KvvhIucXZ7kpNbpxONeGbU6XjtXnR09Dod3avHI0idZfGdSCP9kEwsfSxk5WWhoDBi9wg+q/wsvrHHsdD3PLG+9c8QKG2wf34a3HCMWF+4Bxbt7bipSyQSiUTSHWhWIK1evZqNGzdiizbtzMvLa1Yg9eisf/yS7xbnnAPvvAM/+1nT46Lpa+64EzWZ1dFUsLYUwSc42Zkpdn67X1g3B0XKlOETgsHaxxqz+PaoHmxKNEJSUxO/EG7GYr5ZzDS7ZuqQAEa5hXXzRu/GBtssvSwoDiF8zIhOfdx28ZXgjyR/NfiiKXfupsuHGmDoBuGt4uaKbYStySbS75e/j45OL1svpmemdqlsEWZ63fTpyU6InU30XOm1moggGRpaqQYGokmsO0UNUmfQhFEDiGhi2vg0MiwZjCweyVfFCbVIACNuBXsuROpg0+9SptqdOhCOj2Y6P7MCSrwNhkgkEolEctTSrEDKz89Pqvl54YUXmj1oS8ZIJM2iKFBQ0Hwhe1QgefzxC7mM8qhaak39kYlZh3ToUCyC5LP50A0dI2DErKoVt4KSocQd7BLT68zokaq2vv9RfUyBtGED1NY2OXS0W6Tg7fDviNVFmSiqEovgNOZm57aJ7b5IctTNGy1b8rSyJCiyNyL6ASlgG9b4zhXhChZXC3OX83ucj0VpRdQvkbo6EUGCI5teB7EIUprXwGcTESStREM3dEJqiDp7XefXIEE8gnT4MJSkdlKwDrKSkZGBxbAwcPdAVtQmONrZMmDUnWK9ZCEUz2uwv6LAz6ZAjku8N/74NehN9yCWSCQSieSoodUmDWeffXbKx3fv3s3q1avRdb3RMd0ZadJwFFNPIHlUD9aqaF1QeyJIBw7EI0g2PxoiGmBGX6y9rSiKktrBzhRIfftCC0xCmmTCBHA6RV3UihVNDh3mHoaKiobGNt+2Bttjdt8HIhiRhle0brspkJLT23xhNbq9db2cwpvDsfOq7sa/bj6p/AQNjRxrTsyNr00sWCAMCtxu0Wj3SGKm2PnAa6sTJg0+Q0SPXFWgcGQiSIMGxU1BGosiWRQ8Yzx4LB4m7J/ApyWfxvsiAfSaCfnR9MSNc8B/qMExMhxwe7REbkMJ/HdTRz4JiUQi6VykSYOkKVotkBYsWMDMmTO56qqrYo/dcccdDBkyhMmTJzNu3DhKGrlr2Z2ZM2dOrLOy5CjDFEheUfvW5iaxJgkRJItiwak6RYqdIepvIgfi9UdALMUuycHOFEiDBrX+/PWx2+M24c2k2TlVJ0NcomZpo69hmp21n1V86rX480jE5RBRHr+WHO3xRgWSx97yyI5erceibfZRjefm+TQf86vmA3Bmzpltrz2CeHrdjBntF6atJUEg+axCIAFEED2QrIqV9Ig9HgXsLIGkqs2m2QHYR9jJcGTgjDhJ253GDv+O5AGjZ4MjT6TarbsPjIb1ZxN6wQXRUsF/rodt5R31JCQSiaRzmTVrFnPmzOnqaUi6Ka0WSC+88AJ+vz8mkJYuXcof/vAHpk6dypNPPklWVhYPPfRQh09UImmU6IWpu05cjLdbICX2QtI03KqbgDWAbnrkRRfW3uJC3owgZVgT3PJMgdTe+iMTM81u6dKUNSGJjPEI57JNvoa39BWbgrVP42l27qio8Ou2pJQpnyaEkRlhag4jZBBYIlL81Aw1JiZTMb9qPgE9gFt1c0rWKS06fkoqKuLW6mee2fbjtBUzxc4USAiBZEaQsq3ZqOUJDp95eZ03l2aMGgAUh0LGyAwcqoPJRZP5uOLj5AH2LBj7IKBA5WrY9VLK41w1DgZmgWbA40sh0DYneIlEIpFIug2tFkjLli3jnXfe4YwzzgDgb3/7Gw6Hg3feeYebbrqJt956i48//riZo0gkHYjLBUDBQXFBOsAxIC6Q2lKD1KePWOo6HD5MmiUNXdWJJPQAUjyi/giI1yAlRpB27hTL9jjYJWIKpMOHYffuJoea9t57Anuo0+oabI+l2RVFktOqAI8zGnUxdHzB+PP1RkREyeNovghJq9TwvuuNRajsE+yNmjOE9TCfVH4CwKlZp+JSXc0ev1E++0z8zTIz4dhj236ctmK3g80mUuysNfGIoxGh0lWZnF6nKJ3bn8mMIG3ZIlIOG5vyGDuZ1kyy/FlU76qmNFTPta7HsTAwmi2w/XmobBiRslvgjuPBZoGDtfC3hn2KJRKJRCI5qmi1QPL7/fTq1QsATdP48MMPOf/888mPWiPn5+cTCASaOkS3RNYgHcVE79yfuizEw4UPc2nPS6GyUmxrSwSpZ8+4NfjBg7hVkcIXtAdjQ6y9rLGL/gYmDTU1UB7NNeqoCFJBQVy4ff11k0OHuIZgV+wYGGzxbWmw3dpfCCQjYKAdTrbkdzudsXVf0C/GGeDTRIqcx9m0jV14bxjf+z70Gh0s4DrFhX1Y4/ssqVlCVUSkn52Rc0aTx24W88bMaacJu/auwOMRKXaWeIqd6WCXZPGdnd06+/nWYvY/CoeFSGoENV0lc3AmVsXKMXuP4dPKTxsOGvpTyBgJ6LDuHgg3FN39M+G6iWJ97k5Ysq8DnoNEIpF0IrIGSdIUrRZILpeL0lJxl/Hdd9+lvLycyy+/PLa9rq4Oa1ddnLQDWYN0FBOtQVJ1GGjkC6vt9qTYqSpEbwIkWn0H7HHhb+kTv7g1G8XGBFJHOtiZKEq8aeyqVU0OtSk2hruHA6ntvlWPiiVPzL9+mp3bGY/g+P2i224wYqBF0wrdTdT1hLeH8c/zY4QN1DQVz3kebIMbjzjphs7/Kv4HwAkZJ4gIS1spKoqnk3WlSYzHQ7oZQULHwIj1QDoiBg0mGRnx+re1a5sc6hjrIMOSQd/qvmzZuwW/7k8eoNpg/G9FI1n/QdjwUMo0z7OGwJSohn9yOZT7GgyRSCSSboOsQZI0RasF0oUXXsiZZ57JHXfcwU9/+lP69u3LueeeC0B5eTm33norY830DonkSGA6dgH4/RCJCLtnaJtAgiSjhjSL6G/jt8UvHM36o7AexqeLK8FYil1HOtglMlpYeLN1a/NDo3bfqeqQICHNbm9ymp3T6Ymt+6KRYG8gAEQdAp2pU+AMwyC4WkTYLL0teL7vwZLbdIRkTd0aDoYOoqBwdk47Rc1HH4llv37x9LKuwOMhzQ9+pQ4DA93QiRChxllDti0bojeXOrX+yGT8eLFcs6bJYZaeFjL7ZKKgMG7POBZVLWo4yNMfRt0t1g/Ph10vNxiiKHDLVMhyQl1IWn9LJBKJ5Oil1QLpgQceYMyYMbz44otkZ2fzxhtvYLFY0DSNvLw8XnrppaSIkkTS6SQKJK8Xqqvjv7dVICVafUdT7Hw2IYQUj4KSLtLrqrSq2C4NIkgd4WCXyIioXVhxcfJzTIHZMPZA6ABVkaoG202BpNfo6FVxdzLV6sKlRoVRUAgerz8eCnC7Ugsk7ZAm0uoA1wkuFGfzduBm7dHEtIn0dvRudnyj6HpcIJ11lrhS7yrS0sjwgmFEhDW8oVHprERX9eQUuyPRTHtiNOdt9WrxGjWBa7yLdEs6Q0uGsnT/0lj9VBJ9z4b+l4r17c9CWcNUzyynEEkAaw/De81reYlEIpFIuh2tFkhut5t//OMfVFRUsHXrVqZPFx3vLRYLuq6jaRpXXnllh09UImkUTzzqgc8Xrz+Ctpk0QFIEyUyxK3eLuiJrQbz+yLT4BsiwRF3sOtrBzmTQoHhtTTNRpAHOATFht8nbMIqkZqmo6eLjb/Z1AkBRcFtEUb8/KJa+QDxy5nElvNYJhLeIfkeWPhbUzOa/Vg4ED8SiW2dmt9Nxbu1aOHhQrHd1DzaPB3cQVM3AZ/ehoVHqFFGjLhNINTWwZ0+TQ639rWTkZKCgMGjnIL6pa8RpYcRtkDUeMGDtbPAdbDBkSh84Z6hY/8da2FXZYIhEIpFIJN2aVgukxkhsFHs0Ik0ajmJsNlHvA0IgmfVHVmtydKk1JESQ0lSRYremcA3uWW6cU+NGBqZBg1t1Y1Oj9TYd7WBnYrPBENHjqKnCewBVUWNudintvhUFa4EQW1pJslGDxyLEjjfqYucNiEiSUw1isTUUSHpAJ7xH7GMf3rSJg8nnVZ8D0MfeJzbPNvM/UcfE+PFxYdtVeDwoKKQHLXgdXkJ6iCp3FYBIsTuSAql373gt3TdNW8spikL6hHTcqpuxB8eyaH+KNDsQ9UgTfw+OHhCugdW/BK2hKc81E4RxQ0SHRxeDP9zO5yKRSCQdjDRpkDSFbBQbRZo0HMUoSjyKlCiQsrLanm5lXmiXluI2RB1RnVInoke2+DHNHkid6mCXiJlm14xAAhjmGgbAzsDOlNvVbPHx1yuSb2q4o3bmvpC4qvVFBZJbDYLasK4ovD0MuuirYx3QvEFLQA/wZfWXAJyWdVqjFuAtIhgU9t7Q9dEjiDeLDahs7L2Ramc1m/M3A5BlzYrXIB0JgQQwaZJYNiOQAGxDbaRlpaEaKnmb89gdaMRO3pELE34PihVqt6VsIuuwwp3HCwvwg7Xw1Ipm23dJJBLJEUWaNEiaQjaKlXw7MCNF9QVSWzEjSIaBp0qkmHk1b4NhZopdA4OGjnSwS2S4cKdriUAa7BIC7UDwQENnMhIEUq2OEYlfvbqs4mLXHxKRJW9UKHmsDcMAhmHE0utsQ20olubFzpKaJfh1P3bFzgmZJzQ7vkkWLRKGHDabsPfuaqICKd0HG3tv5PWTX2d/9n4yLBnYIsRrx46ESQPE0+zWrGlWoSiqQu4xudgVO2MPjuWLfV80Pjh7HIy6S6wfng9b/txgSGEW/HSyWF+0Fz5JrdMlEolEIul2yEaxkm8HqQRSW+uPAHJzReNPwF0uhJFf9zcoXjcjSBnWevVHHe1gZ2JGkIqKhCFFEwx0DkRFRUdnt79hNMCSHY8GJRo1uKMCyReKLqOpdh5LsiU4gFasoVeLcbbhzTeRNQyDzypFxOeEzBNi9V1txjRnOOkkYW3d1aSJdMx0rxAj+4P7gWj9kRlZhCMXQTIFUklJvE6rCWxDbbiz3Cgo2NbbqAw3UUBU8H0YdI1Y3/s67HmjwZDTBsIpA8T6X7+R9UgSiUQiOTqQjWKjyBqko5xEgdSeJrEmCb2QPIdFlMjAaBCJiTWJNSNIZv1RRzvYmQwdGq+3asaowaE6KHAUALAjsKPBdsWhoHhExEevTBRIYukLi4t8sxbJbU2uVQIIb42aM+RbkgRXY+wI7KAoWATAqVmnNju+SSoqYPFisd4d0usgnmJXK15PHbHMsSUYNIAQ4EeCwsL4jYIWpNkpqkLPKT2xKBZGHxzdeC2SydCfQu+oycaWP8LhBcnHU+DGydAvA8KarEeSSCTdB1mDJGkK2Sg2iqxBOsoxa5C83o5JsQPoI7peeg5VxB7yacndL02BlGWNnmt3NFLTGfVHAE4nDBgg1luRZrfTnzq/yZIlRI1WGRc/bpsQRr7ohaw3LC7yPbbk6JkRNAjvjpozjGiZOYMZPRrqGkqhs50piJ9+Kuyrs7Jg2rT2HaujMFPsapKjbVnWrLhAyswUKYFHAkVJtvtuAc4hThyZDhQUgquDBPVgE8dXYcx9kD0J4Wz3a6hMbkzrssHd0+P1SE8sk/VIEomk65E1SJKmkI1iJd8OzP48fn+HCyT3/vidf6+enNbWIMWusxzsEmmFUcMQp3C92xnYmdQQ1iRWh5QQQfLYRVTJGxZLX0jsZwonk/COMGig2BWsA5u/KVIbqWVZ7TKgA6JHAB98IJZnnHHkBEdzRAVSWnUo6eFca+6RbRKbiGnU0EKBpKgK+VPyUVAYdnAYy/cvb3oHix0mPQ6egaCHYNUtUJ383izMgpui9Uhf7YN3ZH8kiUQikXRjZKNYybeDVBGk9tQgAeTkAGCvrMWqCAFQ36ghKcWusx3sTEyB1EyKHcQjSFWRKioiFQ22pxJILpt4zB8Ry7qQEEqeehoksl9ESayDrCjW5s0Zvqj+gogRId2SztT0qc2Ob5Jt2+LP/7zz2nesjsRMsatMjrpkW4+wxXciZgRp377kNL8mSB+ajiXTgoJCzTc1KcV1ErYMmPw0OHtDpA5W3gR1u5KGnDoIvhd1qX95Daw/3MrnIZFIJBLJEUI2ipV8O+joGiSIFf0r1TWxpquJEaSwHsani5S7TGtm5zvYmZgCafduaKber7e9d2zuqdLszLohvU7HiNYcue3iMV/EXCrRx5O/LrQykZZnzW9ZSq3ZfHR6xvR4z6i28v77YjlsWNzZrztgmjRUh5PyyJJqkI60QBo6NH4DoRVRpMxjRF1d3/192VOyp/mdXPkw5dloj6RqWHEjePclDbl+EgzPBd0Q9UhlvkaOJZFIJBJJF9JhjWITWWwWTh9FSJOGoxxTIHVkDZLpilZbi8ciLjATa5BqtJr4UGtG5zvYmZiCQNdhR0PzhURURWWgU6T7pTJqMCNIEI8iue1C8Pg0IZC8YbH02BNc77w6hl8IALVH818jAT3ADr84//i08c2Ob5JQCEynzHPPbXuvq87AjCD5EH+fKF0aQVJVmDBBrLdQIAH0HdmXYHoQBYWDK5p3wAPAUyBEki0TgmWw4qfgL45ttlvg7hMg0wHVQXjkKwg19P6QSCSSTkeaNEiaolME0iWXXNIZh+1UpEnDUY4pkCoqxAU0dJxAqq7Go4oL38QUOzO9DiDLkgV79ohfOrP+CMRFeIFwp2uvUYNiU1DTxNeAadTgdojojk+zR5dCGLkTBJJWHr2qtYKa1fzXyDbfNnR0LFgY6hra7Pgm+fJL0U/IaoXvfa99x+pozBokP6DFBVKONUe8NyGWunlEaUXDWBNFUbBOEGI5bW8atRW1LdsxbRBMfgasHggUw/L/A19cYPVww53TQVVgazn8ZaU0bZBIJEceadIgaYpmc2MefPBBqqqq+NOf/gTAzJkzmz1oRUXDWgeJpFMxBVJir5f2CqTMqHV3bW3KFDvToMGlukTKmFmEH7UH71RGjBA1Ja0watgd2I1maFiUZDtuNVtFr9PjEaRo9MuvWdEN8EaEYEpzxL8u9DIx1pJjQWlBBGeTbxMgxJpTdTY7vknM9LqTTmr/37ijSWgUi64BNpyqE5fFFa9PO1IW34mYdUg7d4pauRb2jBo1ZhTLv1lOpjeTvcv2MuZ7Y1p2vswRoiZp5c/AfxCWXw9TnhMRJmBcPvxoAvx9NczbBQOz4LxulCkpkUgkku82zd76ff7553nxxRcJh4Wd76JFi9i9e3eTP5omcyYkR5jECJJJey+e09PF0jDwaGbaWUKKXUSk2MV6IJkXwEciQtAKJzszghQyQrHGpYnEjBqizWI9zmh6oKHjD+n4NCGQ3M64lbdZf2Tp0XzvI4gLpFHuUS0a3yglJbB0qVjvTuYMJk4nqCpWXcGti9crx5ojQiRmbVxXRJBGjhSNjw0D1qxp8W5OixPfWPGeV3YrRCobNgtulKyxMOUvYE2HwGERSfIWxTZfMBxmDhDrL6yG1cWpDyORSCQSyZGmWYG0evVqNm7ciC1qo5uXl9esQOpxpHPsOwBZg3SUYwqkxN/tLevN0yhmBAlwR+twklLsohGkTGt03JFMoTIF0o4dEG6682amNZM8m7CWbsqowUyxcznjEZ4KbxA9mv8UE07EBVJL6o98mo89gT0AjPaMbnZ8k3z0kajt6dGj+/Q+SkRR4lGkiHj/ZVuzoa4u/nfqigiSzQbjxon1VatatevYMWMp95QT0SMcWnGodefNHCVEki0DgqWw7PqYu52iwM+OhREJpg0Hapo5nkQikXQQsgZJ0hTNXt3k5+dTYNY7AC+88EKzB23JmO6GrEE6yjFdukw6IvXKjCABnkC0N1BCil1ZWBTdNxBIR+IGgWnUEInEzSGaYLBTRJFSGjVEa4gMr4ERNHA7XbFtZTW1sQIRT/Rx3adj+MRjLYkgbfFtQUfHpthi6X5twjDi6XVnnw2WlkWvjjimUUMkIYKUGNlsr/18W5kcbUS0YkWrduvr7Mu+EcKNLrgzmNRUuEVkjhDpdbYsCJULkVQtIop2C8w+EXJd4A3Bw1+KpUQikXQ2sgZJ0hStNmk4++yzmx1TXCxzJSRHGJcr+feOEEh2u0iZAjwBIQgSU+w2eaN1Nc7BIjpQE739fSQiSFlZ8Vqndho1JDrZaVUaLmc8GldWHb+lbwonvTxqPmBpmUGDmV431DW0ffbe69ZBUTRFqzum15lEBVLPgHi9ejt6x9MvVTUpMnlEOfZYsdy2Le702EKGjRpGmacMr+alZmUbwjwZw2DqX+MW4Mt/AhXCMCLHBb8+EWwW2F8Dv18iIkoSiUQikXQVneJid++993bGYSWSxumMCBLEitndPiEKzAhSaaiU4rC4ETDWMzZeXwJHrsbETLPbtKnZoWbk5mDoYJLIA1CsCmp6tA6pQke1enCpor9SaY0/Ns7tEq9xrP4ox4Kittygod31R++9J5bjxnVun6n2En0vXl48imt7Xcvp2afHI0jZ2UIkdQWjRsVTUVeubNWuk9Mns3qosAiv21mHVtqGOtO0QTD1RXD1Bc0nDBxKvgJgWC7cFu0dvOoQ/GNt6w8vkUgkEklH0er/1H6/n3vuuYcRI0aQlpaGxWJp8HP4sGyRLjnC1K9B6iiBFL3b76kTF4RmDdJ673qx2ZJJgaMgHiGAI1djYva2+frrZn2SC52FWLBgYLAr0DAlL8moQbXgtgQBKK0TdTNONYjFLpqgtsagoVarpSgooj6j3e2oP/J64dNPxfr3v9/24xwJos1is2sMZmbNxKW64gKpK+qPTKzWuJtdK9PsbKqNvkP7UpxRTK1WS2BF0w2KG8XdF6a+IMSSHoLVv4CDovbzpEK4NKqh39oMn+9u2ykkEolEImkvrRZIN910E7/73e/Iz8/n/PPP5+qrr076ueqqq3A622nj2wVIk4ajnM4SSGYEKSoUfLoPwzBY510HiOiRoijxC2C3u3ObxCYyfbpYHjgQTz1rBLtqp9Apoi5NpdnFrL5V8XxLo7VGbjUA0fS41hg0bPZtBsChOBjoakd/qLlzIRAQr+/pp7f9OEcCM5rpjderJUWQuhIzza6VAglgRvYMvhjyBWEjjHe/l8iBVjjaJeLMg2P/BhmjwNBg3T2w720ArhwHU/uKYU8thy1lbTuFRCKRNIc0aZA0RbN9kOrzwQcf8OWXX3Lcccc1OuZoFBpz5swho4W9QSTdkE4WSJ4qEVGJGBECRoCNvo0AjPNEncG6osfNgAHQuzccOgSLFzebdjbYOZhdgV3sDDTvZOe2RiAIpX7xFeGxCMGk+3UMb8sNGjZ7hUAa7h6OVWn1102cd94RyzPPbFhv1t1oSiB1ZQQJYMoUsSwqgsOHIT+/xbv2tvfG3dfNnj17SKtOw7PCg6VPy/pgNcCeCcc+B9/cBhWrYOMcCNehDrqaX06DX86DvdXw2y/hT7NEc1mJRCLpSGbNmsW0adN45plnunoqkm5IqyNIWVlZTYojgAMHDrR5QhJJm4j2n4nRUXfqowIprToYe2h93Xr8uqjNidlWH8keSCaKEo8iffVVs8NNo4Yd/h0Y9VLyzAiS4TcwAgZuqxBKZcGoSYVVRAuSDBqym//6MIVku+qPtm6FzUJoccEFbT/OkcIUSHV18ce64v2RiiFD4jcP2hJFyprBl0O+xKt5CZeGiexpYxQJwOqGY56EvJPE79uehK1P47Ia3HcSpNuhMgC/+RKC7TiNRCKRSCStpdUC6cYbb+SDDz5ocsxFF13U5gml4tlnn2XixIkcf/zxnHXWWezbt6/J8StWrGDWrFlMnz6diRMnMmvWLMrKZK7GtxpFSY4sdHANkqsibmzwde3XAAxwDGho8X2kIwSmQPrmG/D5mhxqCqQarSZmUW6iZqkQDQRolRpuqxBC5oWpKZhi9UfZzRs0VEWqOBg6CLRTIJnRo+HDRcPT7k6qCFJXNolNRFXjdt/Ll7d69ynpU6jJqmFLzy3UaXUEVwYx2mM5Z3HAxN9D7zPF77tfhk2Pku/RmX0CWBTYUQFPLGu2zE4ikUgkkg6j1Tkvt912Gy+88AJXXHEFkydPpkePHg1SLBYuXNhR8+Ptt9/m4YcfZv369fTo0YOHHnqI888/n5UrV6KmcIPavHkzl156KR999BEjR45E13UuvfRSfM1cPM6ePZtzzz1X9kI6mnG74xelHSWQor2Q3BVeFBQMDFbXCTevsZ6x8XFdkWIH4mLXbodQSEQETj650aG9bL3wqB68upcdgR3k2fNi2xSLgpqholfr6JU6bvObwRCCKM2WLJBaUn9kute5VXes/qnV+P3w8cdi/WiIHkHMpCFJIHWXCBKIOqTPPhPvF8MQNxdaiEN1cHzG8Xw5+EvGlI0hozqD8LYw9hHtaMqsWmHcQ2D1wL63xE/Ey9ixD3DDMVaeXQmLimBAFlzazj7DEolEYjJ37txmb/hLvru0WiCtWLGCX//615SWlvLmm2+mHNOmnPRGePzxx7nyyivpEW2+efPNN/Pggw/y+eefc3qKYu0HHniAK664gpHRO82qqvLf//632fPIGqRvAYl1SB0cQVJranGpmfh0H2FD1OOMSxsXH2dGkI70BbDLBcccA0uXijqkJgSSoigMdg1mnXcdO/07mZYxLWm7mh0VSFU6blvy7Xrzd71MRJZaUn+0slZYSY9wj8CitLGp67x5Qmg4naL+6GjAfB+mqkHqDgLJjCCVlopapFZaps/ImsFnVZ+xsvdK8krzUFYp2AbbUGzt+N5XVBh1F9gyYNdLcOgTiPg4a8Kj7Kmy89EOeHUdFGbFTRwkEomkPcgaJElTtDrF7mc/+xlDhgzhpZde4tNPP2XBggVJP/Pnzyergy5OQ6EQK1asYNy4+IVoVlYWhYWFLF68uMF4wzD45JNPSE9P59JLL+X444/n/PPPZ82aNR0yH0k3J7EXUgfXIFFTg8cSP75DcTDENSQ+riuL8M00u8WLm81DGuyMNoxNYdSgeqJOdj4dtz35YtdjUzACBnpdywTSFt8WlteKFK7jM45v/jk0xrvviuXpp8cjM92d+il2fr/4ga43aQAoKIibM7QhzW6AcwADnQP5atBXVClVGH6D4Npg8zs2h6LAsJtg2M/F76WLYNXN/N94H2N7ggE8vgT2VrX/VBKJRCKRNEWrI0hbtmzh4MGDeOo35kzgBz/4QbsmZVJWVkYkEiGn3l3XnJwcDh06lHJ8TU0Njz/+OIsWLWL06NG8+OKLTJ8+nS1btlBQUNAh85J0U8waJEWJC5v2Yh6nuhq3Go9QjfKMwqbY4uO6MoVq+nR4/HHhSrZrFwwe3OhQsw5pT2APESOS5CynuIQoMgIGbk/yvRO3XUErjzYHVZs2aNANnVcOvwLACNcIpqZPbdPTYtcuWCfs1I+a9DpoaNJgimfoHhEkRRFpdh98INLsLrmk1YeYkTmDlwIvMb9gPpftu4zQ+hD2EXbUtA5ogjvoh2BLh42PQMVKrCt/wl3HPsXtCzI57IWHFglnu4wj5KYvkUgkku8erf5vNnLkSKzWpnXVHXfc0eYJpSJVyl6qx4JBcRfz3HPPZfRokaz+4x//mJycHF566aUOnZOkG2JemGZkJDvatQdTIIVCeIj390qqP4pEoLparHfFBXBBAfTvL9ZTRFYTMSNIYSPMvkCy2YniSBBI9uQIkceuJhs0WBpPp/q86nOKgkWoqFyVf1XbU25Nc4ZBg2Ds2KbHdifMSJfPB7qeLJC6ug+SiWn3vXKlmGMrmZYxDbtiZ0n/JVQ7q0GD4PIOiCKZFFwI434DigVqNpG59nrum1qOywqHvfDoVxBp/bQlEolEImkRrb6K/P3vf88vfvELKk1XphQ0ZwPeUvLy8rBarVQkXmAAFRUV9OrVq8H47OxsFEWhT58+SY/369ePvXv3Nnmu2bNnc/vtt3P77bcflX2cJMRrPzqq/giSIlGeSPzGQJJASvwsdFUKVQvtvtOt6fS09QRgR2BH0rakCJIj+SaI226NNZFVcxv/2qjVavlvqaj5m5k1s+3mDIEAfPihWP/+91tlJNDlJEbX/f64QMrIgGZuLh0xTIFUUwPbtrV6d7fFzdT0qWiqxvwh8wEI7wqjHdY6bo59ZsHEx0G1Q90uCrdcyy8mCffFdSXwwjcddyqJRPLdYe7cubHrPdkoVtIYrf5v/cADD1BUVMSLL77IkCFDUrrY1Rc0bcVmszFlyhTWmWk2QHV1NXv37mW6eUGYgMfjYdSoURQXFyc9Xlpa2mx6nTRp+BbQyQLJFVLBAnm2PHrZEgS6mV4HXZdCNX06vPEGrFkjUruaqNcZ4hpCSbiEnf6dnJ4dNzpRnHGB5LLZkvbxOGwYFaK+SfU0LpD+U/ofvLqXNEsaF+dd3PbnM28e1NaCwwHnnNP243QFiQLJ6+06h8OmyMsTjYb37BF1SCNGtPoQM7Jm8GXNl3ye9Tnn9DgHR5mDwLIA7nPdHWfU0/NEmPwUrLoN/Ac4ruhKrhz2Gq9t68GH24Wz3ZlDmj2KRCKRxJg1a1bMsbimpkaaNEhS0uoI0qJFi9A0jV69elFXV8eePXvYvXt30o+mddxdxF/+8pe89tprlEcvMp566inGjRvHqaeeGvv9iiuuiI2/7bbbeO+992LNaj/99FMOHTrED3/4ww6bk6SbYgqjnj077pgeTyxdb0BQHP+49OOSLwDNGwJud3IvpiPJpEnC6U3XYdmyJoc2ZtSguuJfB2mqM2mb22FH94sIkimk6rMnsIcFVQsAuLTHpaRZ2mGqYDpPzprVcfVkR4pEgVRX170c7BKZGq0NW7q0TbsPcw2jj70PKLB0uDiGVqIR2dnBXV1zjoFjnxMOd8EyLqu+khN6iZTW51bBxtKOPZ1EIpFIJK2OIOXl5bF79+4mx/Tu3bvNE6rPhRdeSHFxMaeffjpOp5OsrCzef//9WA+koqIitmzZEhv/4x//mMrKSs444wxycnKwWq189tlnDBw4sMPmJOmmXHyxSM36/vc77pim4UNVFafXDmfs6PPoaa8nwLpDjxu7XRTeL1ok6pCiNxBSYbrvHQodok6riwmZROHjUZwI37Do704HRkD8rrhTC6SPKj7CwKDQUciMrBltfy5btsDGjWL94nZEobqK+hGkrnQ4bIpp0+DNN0XU0edLtslvAYqiMCNzBq+Xvs7H1o+ZOWgm+i6dwLIA1v5WFHsHpkVmjoJj/wrLb0AJlXGr7YccTH+dXbVuHv0KnjgTcrro3oREIpFIvn20qQapOV5++eW2zKVRbrzxRr755huWLFnCRx99lJQu99hjj7F69eqk8b/85S/ZuHEjX375JQsWLGDatGn1D9mA2bNny9qjo52ePeH220VRf0cSjWAo1TX0dvRu2NOnu0QIzLqSep+H+vR39I+51+3y74pvsAPRa1qnkhxB8jiccYGUIoKkGzobvBsAOD37dFSlHSYZb70lliNGQLSf2VGFqsYjiYkCqbsYNJgccwzYbBAOw6pVbTrE9MzpWLBQq9WyZfQWFJsibL9XdaBhg0n6EJjyF7Bl4Azv59eOn5JmDVIZgEcXS9MGiUTSOubOnStrkCSN0uxVzCuvvBL7AbjqqqsaHXvddddx7bXXNtpAtjszZ86cWE6qRJJEQi+klHSXGpNjjhHLfftEE9BGsKk2Ch3CPCHRqEFRlJj4cRrJAsmlumIBJdPMIZH9wf3UaOL1Ge0Z3eanQF0dfPKJWL/44qPLnCGRxF5I3TWC5HLBxIlivY1pdpnWTI5JF++7+aH5OI4R3tuhTaGY62GHkjEMJj8D1jTytY38ynMPihFmUym82PR9AYlEIkli1qxZzJkzp6unIemmNCuQrr/+el566SVefvlljGaaUBYWFlJYWMhrr73WYROUSLqc5gRSd4kgDRkSN2doJopk9kPa6U+uQzIFkl2rJ5D0ePpVYq2SyQafiB7l2/LJs+W1bt6JfPSRcH7zeET90dFKokDqDimYjWFG19sokED0RAJY711P9dBq1BwVDAgsDjT7P6NNZI6EyU+Dxc0kdQFXul8AQ+ODbbBwT8efTiKRSCTfPZoVSDk5OSxYsID58+ejKAqnnHIKM2fOTPoxuffee7n//vuxWCxNHFEiOcrIzBTL5gRSV0cIVBUmTBDr3zTtgTzEKeqQdgZ2Jl3ExqJDYTsuNQCASw2gmAJJRaTi1cNMr2tX9Mgw4ul1Z5/ddYYXHUFis9juIqBTcfzxYrlvH+zf36ZDjPGMIdeai4HBoppFuKaLv5tWqhHeGu6omSaTNQaOeQJUO5c4/s5U6+dg6Dy5HPZUdc4pJRKJRPLdoVmBVN+u9Uc/+hFXX301q1ev5oc//GFKd7gOs3iVSLoD6eli2VyKXXe4AJ40SSybEUhmBKlOq6MkXBJ7XHWKrwQjqOKOCiS3GsAIipolxaU0+HyHjTBbfMIoZYxnTNvnvnYt7IxGtI5Gc4ZEzEheVZWwK4fu8f6oz6BBcdfHNkaRVEXl5KyTAfii+guUngq24cImPrgiGHM/7HByJsL436IqCrenPUwffSMhzeDRxRDoYCM9iUQikXy3aHUl9Q9/+EN+9KMf4XQ6GxVIRyPSpEHSKGYEqbo69fbuEkGCuEDatSu5gW09etp6km4Rwi8xzS7eCwncFnH332MJYfjF9lTpdTv9OwkZIRQURrlHtX3uprX3xIkdb7RxpDEjSIlRme4okBQFzMbe7UizOznzZBQUKiIVrPOuwznFieJQMIIGwa87wbDBJP8UGHUnHtXP3Rn3YQseZH+NwfNt85yQSCTfId7/eB7X/+aVrp6GpJvSZqupb1uUSJo0SBrFrEEyIwGJaJqIEkD3EEgjRsRT09asaXSYoigMcgoRktgPyRRIekDHbRG34d3WSLwHUgqDho1eYck9wDmg7b2Pysvhs8/E+tEePYK4QCoqij/WHd4fqTDT7FasEI52bSDXlstYz1gA5lfNR3EqOI8TdWzhnWHCezsp1Q6g/0Uw+DoG2vdxnedJCFYwbxcs2NN5p5RIJEcvgQg8sQxeqj2dmnE/7erpSLop7fDilUi+I5gCKVUEqbJS1M5A94gQWK0wbpxYbybNrtApnOwOBA/EHotHkAxcVuFC5rFqcYvvFALJNGgY7W5H/dFbb0EkIkREQl3jUUt9geR2g8PRdfNpimOPFfVrfr9Ic2wjp2aJ3ltr6tZQEa7AOsSKtUCkZgYWBzCCnWDYYDLkBuh7Hmelfc7x6kcQqePZFXCgkaxYiUTy3aQqALPnw7xdENbAbunE7yXJUU2zjWJ9Ph+vvvpqAzciv9+f8nEATesEe1eJpKtoysXOTK+D7iGQQKTZLVvWrEDqZe8FiIaxJqYAMgIGbpuIGnlsOoY/tUDya/5Yil6b64/C4bg5w0UXid48RzumQPL5xLK7vDdSkZEBY8bAunWwZAlMntymw0xIm0CONYeKSAULqxdyYY8LcZ7gxPuWF8NnEPg6gOvkTjLeUBQYfTeKdy83G39jZ/EgDquTeXSxgz+cAXbpGySRfOcpqoYHv4DDXlAVuG4iTEvbQc/md5V8B2lWINXU1PCjH/2oweOGYTT6+Lct/U7yHcesQaqtBV0Xd9tNTIMGp1NECboDZm+bbdvEnE2TiXr0tvcGoDxSTlAP4lAdSRGk/DRReJTn8McEkmniYLLZtxkdHZtiY5hrWNvmu2CBeB2tViGQvg2k1Us17M4CCYTd97p1og7p5pvbdAiLYuHkzJN5p/wdFlYt5Pzc87F4LDimOgh8GSC8PYxtoA1r/2b/7bQN1QYTHyNtyZX8KvdJflXyG3Yrg3hlrYXrJnXOKSUSydHB2mKY8xV4w+C2Gtw95HMmlv4Vbcf2rp6apJvS7H+qjIwMnnjiiRYf0DAMbrjhhnZNqiuYPXs25557rqxDkjQkUWDU1cUjStA9LZzHjAG7HUIhkTJ1wgkph5kCCaA4VEyhszAmkDDgkvwtFIYXMbVvD/StpwMNI0gbfaL+aKhrKHY1hf93S/jXv8Ty1FO7b51OazEjSCbd/Xkdfzw8/zxs3y6aDOe1rZfVjKwZvFf+HhWRCtbWrWVS+iRsw2xEdkeI7I/gX+wnLT8NxdFJN9EcOTDpDwxf9mOuzPgn/6i7lve2FjC1r8LY/M45pUQi6d7M2wVPLwfNgB5ugwf7/5O8Q0/xdfVAqr2XAWu6eoqSbkizAsnlcrXaqe6nPz36it7mzJlDRuKFr0RiYkaQQNQhJb5PzAhSd7oAttuFSPrmG/HTiEBKs6SRYcmgRqvhUOhQskACPNlTOK3mfoz8+6hdkzrFzux/1Ob0ui1bROQC4LLL2naM7kh9gdSdBHQqRo4U7+uaGhFFOu+8Nh0m15bLhLQJfFP3DfOr5jMpfRKKosRT7bwGgSUBnDOcnZdpkDkSxtzPRWvvYbl/IpuDLv60LI+nvwfub0H2pkQiaRmGAa+ug39vEr8PyYH7Cl4huOs11uy/B0+oF06swN1dOk9J96RZk4a9e/e2+qDVjdkhSyRHI4kRpPp1SN3J4juRFvZDMuuQikPFAEkCycicAactgh5nQLSVTaJAqoxUciAkDB7GuNsokP79b7EcORLGjm3bMbojR5tAUlWYPl2sz5/frkOdknUKAGu9aykNl4rDp6k4jhMmFeGdYSI7OrlRUZ9ZqAOv5Pbc53GGDlBS7eVvTX8UJBLJt4iQBo8tjYujY/vCowNeIrjrVfbsuxVPqBeGxUZdvrdrJyrptjQrkOz21qfNtGUfiaTbYrPF64saE0jd7QLYFEibN8eNAlJgptmZRg2KoiTVIaFakhp9Jgok097brboZ4BzQ+jlWVcEnn4j1yy4ThfbfFo42gQRwukijZOnSxpsit4DxnvHkWnMxMFhYtTD2uG2YDdsgEcIJLA6gV3dSA1mTYTfROy+f67JfA/8B5u2M8PX+5neTSCRHNyVe4VS3KHp//7zhcE+fl6jY8Rq7992GO9wTzW4h97xcxn1vXNdOVtJtkTbfUWSjWEmTmFGk+heO3THFDkQ0xmIRfZrWr290WH2BBAlW31FjBnOJkhxh2uzbDMAo9yhUpQ1fJe++K+qksrLgjDNav393pr5JQ3d7f6TiuOPE+1zT2hVFUhU1FkX6ovoLIoaIFpmpdmqaihEx8C/wY2idaLGrWmHcb5mVtYpjnSvBd5CnlhtUBTrvlBKJpGtZvA9+/glsKRNOdTdMMvi/tGco3irEkScqjnqe1ZNNmzYxe/bsrp6ypJsiBVIU2ShW0iRmHVL99FFTIHW3CIHLBaNGifUm0uz62PsAQiCZlv0xgRTtWxPrgeRUkupG9gbE7bkhriGtn5+mwX/+I9YvuEDUTX2bOBojSHY7nCKEDZ9+2q5DnZx5MioqVZEq5a4vkAAAZKNJREFUvqmLv/8Uu4LzFCcooJVpBFcG23WeZnH3QRl7Lz/PfZF0o5jqmgr+uqpzTymRSI48gYgwYnjkK/CGIMcFD8/QOTfyOw5tf5td+24hLZSPZreQf1Y+/fr3Y9asWcyZM6erpy7ppkiBJJG0hMZ6IXXXGiSI232vXt3oEDOC5Nf9VGtC/DWIIPkaGjRohharPypwFLR+bosWweHDovbl4otbv39352gUSBCP5K1cGRf/bSDbls0xaccA8FnlZ0nbrPlWHMeIeqTQ+hCRfZ1cj9RrJtkDZ/HTnH9AsIRFu/0y1U4i+RZRHYQ75sEnoiUfx/aBp2ZFGH/4fkr3fMqufbeQHuqDbhPiqG//vmKg34/liy+6buKSbo0USBJJS0glkHRd1NFA97wANuuQNmwQqWwpyLPnoUa/BmJ1SIk1SAlL1RX/ujgUOkTYCAPQ39m/9XN7802xnDED8r+F/sv1e2J1x/dHKqZMESmPug6ff96uQ52eLWqaNvk2sS+4L2mbfbwdS2/RvdW/wI9e08n1SMNv5cT8So51fQP+gzy7Qqcu9UdCIpEcRdQG4Z75sLsKrCr83yS493gvmZt+Sfm+r9i+71bSouKox1l5QhzpOjz2GJx2Gs777uvqpyDppkiBJJG0hFQCqapKfNFC97wAnjBBGB+EQkIkpcCqWOlpE33EDwWFQDKFkCmMTJOGxAiSecGbbkkny5LVunnt3CkiFPDtsvZOxG6Ppw3a7Q0jSt0ViwVOO02stzPNbqR7JP3s/QCYVzkvaZuiKLhmulA8CkbIwDfPhxHuxHokix1l/MPcmPtP3EYVFVWlvLSm804nkUg6n9og3LMgLo7uORHO67cX5esfUlm8hq37b8UT6otmU8n5Xg4FhdFsh6eeEjfpgkGMb1t6t6TDkAIpijRpkDRJKoGUmILUHVPs0tJg2DCx3kSaXR9HvA4J4hEkUxiZqXaJBg2mQOrv6N/6fjamtffgwfEo17cRUxTl5BxdDn1mmt2aNSINso0oisIZ2eJYX1V/hVdLttNVXSruU92ggl6pE/gyEKuD6xTSB9Nj5GVcm/0GBMuZu83H2uLOO51EIuk8vCG4byHsrBTiaPYJMNm6CJZeTWl1DVv23Y4nVIBmVcielU3hgEKx47vvwquvArBl0iTumDChq56CpJsjBVIUadIgaZJUAsmsP3I4GqZUdReOEXUgrGq8Mt3shdRoip2/YQ2SadDQ6vqj2lr43//E+rfN2rs+iQLpaGLCBMjLE+vz5jU5tDmOzzwet+omZIRYVL2owXZLTwvO450AhHeFCa3v5Ly3gVcxq18545ybhavdsgiBTi6BkkgkHUcgAp/sgF/Mg+0VYFHgrulwbOAl+OZ29tT1Yu/eu3GHC9CskDErg4GDBoqdV66ERx4R6zNnMuK553jwsce67slIujVSIEkkLaGpCFJubve90DeNGtatg0jqK8EGvZBccYFkGEZKgRSLILW2/uiDDyAQEHbS3/te6/Y92jhaBZKqxnsitTPNzqk6OTnzZECk2elGw1oj+wg7thGiP1JwRZDI/k5ULIqKMu5Bfpb3GjbDS3F5KW+kzj6VSCTdiAM18NxKuPpdeHoF7K8RNt6/mg7HhV6B7c+wsfZYqvbdhk3PJugMk3VuFkMGR11Wi4rgV78SDqqjRsFDD4nvOomkEeS7QyJpCalsvrtrk9hETIEUCIimsSkwI0il4VLCRjieSqcD4XgEyaxNqtPqqIiI597f0QqBpOvx9LrzzhNW5N9mjlaBBPE0u02bYN++psc2w2nZp6GgUBIuYa13bcoxzmlOLD0tYID/cz9ahdauczaJpz99Rl/G/8t6G0KVvLuhjqLq5neTSCRdw6K9orfRh9vBFwanFc4cDE+dCdN5F2Prk3xTcQ6RQ9egKC5qM+sYePFABhUMEgeoroZbbhE3OHv2hD/+EZzOrn1Skm6PFEhRZA2SpEnMRrG1tWDWSRRHCxi68wVwVhYMiv6TaKQOyeyFpKNTEipJqjXSa3WMSHIEyYweqaj0tfdt+VyWLoX9+0W07ZJLWvlEjkJMd75+/bp2Hm1h9GjoI94XfPJJuw6Vb89nvGc80NCswUSxKLhOd4kmsmED31wfurcTne0KL+X8whL62w+g+Yp5dnmEzix/kkgkcXQDviqCD7dBsImAsW7AK2vh90sgpEG+B35yDPzjfPjZsVAYmA8b57Ch+lQspWeDaqeidwXjLx1PXnY0TTgcFpGjffvETbk//xl69ABg7ty5slGspFGkQIoia5AkTWJGkEIhCAbFl65ZnzFmTNfNqyWYRgiNNIzNsGTgVkUN1aHQoWSBVBW/SDUFkll/1NveG5tqa/k83ntPLKdPPzpFQ2u56Sb45S/h0ku7eiatR1HiKZAffBB3a2wjplnDOu+6WCpnfVSXimuWC8WuYHgN/J/6O8/ZTlGxjZ3NT3P/CXqIDfvLWbCnc04lkUji7KiAX30Gjy6G51bBTR/D8gMNx/nDMOcr+Pcm8fsxveHJM+GcYeCxA2XLYe2v2Vk3Af3wRWCxUV5YzvQLppPujN7QNAxRc7RqlfhO+81v4sZFIBvFSppECiSJpCWYNUggwvQLFogaJIsFzj+/6+bVEkyBtHp1ygtdRVGSjBoUVUFxCDGkVcZTnUyBVBQsAlqZXhcIwOLFYv3ss1v7DI5OevWCyy8XboJHI+edJ5YHD8Zt2dvIGM+YWK3bJxWNR6Qs2RZcp7lAAa1cw7/A33nOdp4Cxo6dwSlpiyFYwd9XemVvJImkk6gJwtPL4ba5sKVMPGZVobgOHloED30Byw7AGxvggS/gmveJNXS+YATcf3JUGHmLYO09sPImDvv6U3vwGrDYKc+r4Lgzj8OuJth2v/YavP++WL/5Zjj55CP6nCVHN1IgSSQtwYwggchn/u9/xfqpp3ZPi+9EzDokrxe2b085pIFRQ1Qg6RV67HdFTU6xa5VBw9KlIvJmt4sIkqT707evaBwLwhq3HaiKyveyRURqUfUiaiI1jY619rHiPFHUB0SKIgS+6kT77wFX8uOC5XhUH1VVh3ltbSc3rJVIvoMsOwA//R98shMMYEgOPHYaPHc2HBvN0l5+EB5eBP9cDysPQl1ICKjbpsKPJ4LqPwjrHoAvL4ZDn1Ab6snBgzehKC6q0quZcM4E3LYEN9kvvoAnnxTr3/8+XHnlkX3SkqMeKZAkkpbgcsUdb1avjqerHQ21NHl5UBC1427E7tusQ6rvZKdXJjeJ1QyN/UFxW69VEaQFC8Ry6tTua4kuacj3vy+WCxcmOzi2gRMyTyDDkkHYCPNZ1WdNjrUPs+OY5AAgvDVMcGWwXeduFNVK1oTbuDr7v6AF+N+mSrZXdM6pJJLvGv4wPLFMCJ/qIKTZ4aYp8MczYGQe9EqD+06C+0+CvulCEA3NEWl0v5wGL54Lpw4CiufD4svh4IcYuoXd3gvZdfB+VCMTr9NH4dmF5HgSaoGXLYPZs0WK3eTJcOed3ddpVtJtkQIpijRpkDSJosSjSP/4h1gOHix6xhwNmFGkRowaGkSQzGaxtckCqThUTNgIA60QSJEIfPmlWD/llFZPXdKFnHKKSC8NheDjj9t1KLtqj9UifVr5KQE90PT4iXbso0S6TGhtiOC6ThJJmaP43ug8hjj2YARKeXapD10aNkgk7WJzqXCem7dL/H5Mb/jLWfC9IcKeO5EpfeH5c+DtS+FPs4QRw4wBkOvSYdszsOZX6OEgO+vOYu3+P1Fz6GyIOAhYA7jPdDOgx4D4wRYvhttuExkLAwfC738PttS1stKkQdIUUiBFkSYNkmYx65AOHxbLSy89eu5KmQ1jv/mGVHZdpkCq0+qo1WqTjBoAVKf4qjDrj9IsaWRZs1p27lWrhPufqsKJJ7Zt/pKuwW6HM88U6++9l/K90xpOyz4Nu2KnTqtL2Tg2EUVRcExzYBsc7ZG0PEhoa+cUCanDfsKNvT9EQWP7oTI+2SEVkkTSFgxDuNPd9bmoL7Jb4MbJ8MDJkJ3Y2UEPQ8SXtG+ScArXwKpbYddLBMKZrD7wIHXFF6KEXETUCEVDi8i6LIsJBRPi+yxcCL/4hbihM2QIPP98cv1wPaRJg6QppECSSFpK4het2310NTo1I0jV1bB7d4PN+fZ8FKJRomBxUlNYaGjx3d/RH6Wl4tBMr5s4EbKz2zB5SZdiptlt2wZbtrTrUGmWNE7JElHEjys+RjOa7nekKArOk51YC6wABL4KEN4ZbtccUmJ1M2zSD/he2nyI1PGPlVVUNR3gkkgk9Qhp8ORy4U6nGTAoWzjPnTW03r3E0iXwxfnw+UxYdTsc+hQifjB04U634Tew6PtQtoRQKJethx7AGuyNpugcGnyIjMsyOHfWuQzPHh4/5mefiVS6SASGDxfiqDu34JB0e6RAkkhaSqJAOueco6uWpk8f4aoGKe2+7aqdHjbRG+Jg6CCqI/mrQXFHHewCrXSw03VxVw9ket3RyrBhMGKEWDet2tvBmTlnoqJSGi5lee3yZscrqoLrVBeW/Ggj2YX+zhFJPU/gqmElZFlq8NaW8vdV0tJOImkph2rhzs/iKXWnDBBGDP0SAzjhGlh3P8aqn/OlfpgP7WHCpV/A2tmw4AxYcCasvBH2vwvhGsLhgew4PAdCGQQtQUJnhDjze2cyNHdo8snXrYN77gFNEz3c/vKXZGMliaQNSIEURdYgSZol8Qv34ou7bh5txbT7XrEi5ebEOqQGESRnGy2+N2yAsqinqxRIRy+mlf0nn4jc/naQZ8vjuIzjAPiw/MMWOdQpVgX3LDeWngkiaXvHi6T0sT/n2ty3QY8wf2sF60s6/BQSybeCnZXCce7BL+Cqd+D6D2F7hUiT+79JcPtx4LAm7HD4C/jyEuoOfcgLah8Cu+8ld+uf+U/oYkoVD2h+CFUACuRMJtzrt+w5/BvCQSt+m5/a02s5buhxDSdSXh6PHA0bBs8802RaXSKyBknSFFIgRZE1SJJmMSMwkyfDoEFdO5e2cFz0n8vy5eJOWz3ybfkAlIRLGtQgKS6FOq2Oioiw+CpwFrTsnGb0aNQoyM9v07Ql3YAzzxT1SHV1IpWlnZydI3ph7Q3uZYNvQ4v2UewK7u+545GkLzpBJDl7csrESYxxboFQBX9ZWk1EOn9LJDEiOry6TvQzemMDrDgIldF01BwX/PYUOG94QkpdqArWzIbVv2B7pIzX/acwadu99AwMxB3JYHTRWeza+3u2Oh5E6/sb/Jn/o3j3A+xfOgxfIECto5biU4s5dcipKSYTgbvvhtJSIYoee6xVfedkDZKkKazND5FIJABccQU4nXDuuV09k7ZhCqTaWti4EcaNS9psptiVhctQ0uqZNLjUWP2Riko/e7/mz2cYMH++WJ8xo11Tl3Qx6elw+unwv//Bv/4FZ53VLoOSQmchYz1jWe9dzztl7zDGPaZFNW2KTcF9phvfXB9asYb/C9FI1j7M3uy+LUUZcCk37v4lP98+jKKSct7bnM5Fo+W9RIlkfw38YSkxK/z+mTAuH4Zmi95G/TLAkvhRKf4MNv0OI1TBpxYP3uIfM7Vq/P9v777Do6rSB45/752SmXRSyCSU0KX3Ir0oRVBUbLusiooNxa7Lrqg/Fde2a1kQ17a2tawFZG0UBVEEpRNAQHoCIb0n02fO74+TTAhJICEhCeF8nmeemblz594zJZP73nPO+6JpOpFRkWitNXJ+y8HituD8rTX7dQtufwZ+5FmJjLAM0oenc13H66pu0Pz5csi4psFTT8nabYpST9SvvqLUVIsWcNNNsq7Q2Sgqqnwuybp1lR6ONsmCt9me7CqTNJTNP4o3x2PSq06bWsGBA3C0tBT6uHGn326lafjjH+X17t2wbVudNzctehoAex17a9yLBKVB0sRgDPEGAJw/Oes3u52m03bALVwWvgx8Tj7ekk22/dRPU5Tmyu6Bxbvh7mXlw+im95QJGG4fIGsVJUYeFxx57bLXaNtfEO5cvta6EHLwSToW9MWsBxHfM542V7Whzag2tL+2PUc7HsWre3H6nWSGZLKu/TqWjVpG8eRi/tTxT1WfPFmxAj76SN6+7TYYNqyh3g7lHHFWBEivvvoq/fr1Y9iwYUyePJkjR45Uu+7//vc/Jk+ezIQJExg0aBCjRo3i119/bcDWKkoTNnSovK4iQCrrQSr0FeI1eys8plm1QA9Sm6AaDq9btkxet2snL8rZrWvX8nlsH39c5811Du5M7xDZi/l51uc1motURjNpBE84Lkha48S9px6DpIhu/KGXkWhjHk57Lm9tLKm/bSvKWSK1UGakm7EE3t4ms9TFh8JzF8D0XrKwayXFh+CX6yF9BX4Ey8TltNr/IGGeFgRZgmg3qR2xY2LRTDLoiQiL4KJJF5E9LZudk3cSfEUw0ydOZ07vOUyLnYZBM1TcvtsNCxbIpAwAo0bJE5eKUs+afIC0ePFi5s2bx3fffce6des4//zzufTSS/H7qx4Y/q9//YuZM2eyYsUKNm7cyNChQ7n44ourXb+MStKgnBPKAqTduyEvr8JDZQESQI7ICfwD00wamlEjwyPrPyUEJZx6P7t2wQcfyNtldXSUs9/06fJ69Wo4dqzOm7syRiY7OeA8wLaSbbV6bllPkjGhPAW4e3f9BUnWrrdwS8uvQfj5eX8eW9LqbdOK0qSlFcFTa+C2b2RNI4cXrEa47DzZa9StukEU6d/L4KjkMF4tiB9dfyHhwCUYhBFDCwOdruyEtaO10tN0TWeibSJ/6vAnhoYPJcJYTQa67dvlb9B778kMqd27wxNPyBp7p0ElaVBOpskHSP/4xz+49tpriYmRB2933303SUlJrFy5ssr1//a3v3H55ZcH7o8cOZKcnBwKCgpOuh+VpEE5J/TuLdOTCwHr11d4KNwQjkmTQ+dyPDmBRA1l1xluGSC1NLU8+T7sdpg7V06g7dwZrr++nl+E0mhGjZLj/P1+ORepjjpYO9A/VPZKLcpaVKteJJDZ7awTrBhblQZJa524f6unIMkYwvBB4+ln3QmeQl5bl4375GWbFOWs5vTCB9vhjqXwa+no6IQwOYzu/cvg5v5gPX50tacQcjbB4Y9g6xzY9hfwOfCa27Ml9xmijnQBwNfWR/erumOMPM1p70LAq6/CzJlw+DCYTHDHHfD223J+5GlSSRqUk2nSAZLb7Wbjxo30Pm4yeWRkJImJiaxdu7bK5wwYMAC99GxCUVER//73v7nhhhtooQpUKgoYjTBkiLx9wjA7XdOJNh43D6ksQLJqePwe8ryyx6ks2121nnsOjhyBoCB4+mmZ/UxpHnQd/vAHeXvJEiip+9CzaTFyLtJh12G2FFeu0XUqmlHDOt6KsXVpkPSLE1dS3VKRB7ZtG8vtnXZh1Lwcy8nji/oKvhSlCRECfk6BWd/Af38Djw9soTB3JLw2BS7uckJgVHwY1t8qC71uvB32vAgZ8qS1N/wCdqb9laCcCAQCR18H/S7ph24+zcNNIeSQurfflrd79IAPP5TD6owqz5hy5jTpACk7Oxuv10vUCdWQo6KiSEs7+XiHa665hoSEBEwmE/Pnzz+TzVSUs0vZMLtff5U9AcepKlGDFqyR7clGIM/ux5pPkqTi229lpjOAhx6C9u3rt+1K47v0UggJkT2F9VA4tp2lHYNCBwGwKHsRflH7vNqBIClRHjC5NrpwbXHVukeq8oY1WvW7lWkRK8Dv4ZOt2WQU122TitKU7MmGh76HZ9dClh3MBri2F7w6GYa2lgkZAoQfDr4P66ZDXunJDM0AYZ0hYQq+9vPYu38GWp4Bn+ajYEQB5484v0YZKqv1zjvw/vvy9lVXyUDpbCyzoZx1zorwu6o/rlP9wX3yySd4PB7mzJnDoEGD2LRpE6EnyY//8MMPYy490z1x4kQ13E5pvsoCpNxc2Lu3PLMdFQMkPUKeP9Ej9MD8oyAtiAhDNePDjxyBZ5+Vty+8sLy4qNK8BAfDZZfJs7j//a/sUTrNOQBlpsVOY1PxJlJcKawvWs/Q8KG13oZm0LBeYMW52onnoEcGSF5B0KCguh2gBSdw9QAbq3/MJtOh8dovVh67sEVdspwrSqM7ViTrGa1JKV82vA3c1A/iQqp4QuFe+O1pKCjNOBncFrrPgRb9wGDGl+Pj4FcH8RTb8Rg8ZI7M5KIeF9WtkZ98IofWAVx8sTzpVsffGpBzj8rmnLvdqldYqVqTDpBiY2MxGo3k5uZWWJ6bm4utrGjnSZhMJp599lkWLFjAp59+yk0nyXTy9NNPE17D6suKclaLj5c9O4cOyWF2xwVIx9dCCuobhCHagLGtkcySTABamltWf7C5YIHsVYiPl3OQ1BFk83XNNTKT3bFjMmFDHdO4twlqw/lh5/NL0S98kvkJA0IHYNZrPzRT0zUsYy1gAM8+D+7tbvBC0NC6BUmWjn/g9v1P8WTy1WxMzmfdkQiGt23SAzAUpRIhYGu6TLyw8RiU9a92jYGZfatIvmA/BmnL5aV4f+lCDdr9CdH+dnwZRrx7vTiO5FGQW4DdZ8dpdJIyMoUru195+n9zfj8sWiQLv4L8fXn00XoJjqDiSfDCwkIWLlxYL9tVmpcm/QtvMpkYNGgQ27dvDywrKCggOTmZ4cOHV/mcZ555ptI2zGYzxcVqXISiBJT1Iv3yS4XFZQFSjjcHLUjD1MmEZtbIdMsAKdZUzfC63Fz48Ud5+9576zRxVjkLJCSUB0VvvFFpqObpuLrl1Zg0E9nebJbmLj3t7WiahmWUBXM3GWC5d7lxrnHWbbidbmTw+dMYHrIRvA5eX5tFiTrxrJwlHB4ZFN3+DTy2GjaUBkcJYfCX4fD3C08IjvJ3wIZZ8NNU2LewPDgK7QRD/o0v9i4KFjtJ/zad5G3JpGSlUOArIM+ax+7Ru7mi+xUnD44cDnjsMbjhBjmErqx0i98Py5fLXunnnpPLzj9fFoE1GKrdnKKcCU26BwngwQcfZPbs2cyZM4fo6GgWLFhA7969ueCCCwBYsGAB69at4+PSuhzz5s3jkksuoWfPngC89dZb+Hw+xo8f32ivQVGanGHDZJG9pCQoLobS4adlAVCOJwe/8KNr8hxKpkcGSNUmaPjqK/D5ZDHaUaPOfPuVxnfLLbByJezfL6/r+Bsba4plctRk/pfzP77M+ZJREaNoYTq95DqaphE0LAgM4N7pxrPXAz6wjLag6ad5VrtFb27tuYotG53kFubzny1h3H5+8OltS1EaQGohfLUPVh6UqbrL9I+HSzrDgIQT5hgVH4S9r0Lm6vJlFhvET4D4SRDWGc9hLwU/5JHuSMeNm6ORRzkcfZis2Cx6tO7Bn1r+KfB/o0p5eXDPPbIUBMDOnbBwIZx3ngycUkrH/GkaTJgg6x2pRD9KI2jyAdK0adNIT09n/PjxWCwWIiMj+fLLLwOZ6lJSUtizZ09g/WeeeYZbb70Vs9mM2+3GaDTyzTff0K1bt8Z6CYrS9PTvL7PMuVywYUOgNyDGKHuQ/PjJ9+YTZZIJUgIpvs1VpPgWQmY0AzlO3GSqvI7S/HTsKA9gli+H11+HCy6o8xCYi6Mv5qeCn8jz5vFJ1ifcnnD7aW9L0zSChgShmTRcW114DngQPoF1rBXNcHpBUnTPm5hxaD6vZU7jm125jOscTJfo026iopwRe3PgvztlT1EZqxEu6AAXd4bWJ84mKD4MB9+GY8uA0t7gyN7Q6XaIHgiajhAC91Y3RZuKSHenkx2czTf9vqGrrSsXhF9At+BuJw+MAFJTYfZs2WNkMMCUKbBpkxyq+/vvch1dl7XzbrhBJWNQGpUm6pzm5+xWWFhIREQEd955J5dccolKzqCcO+6+W85BmjYNSovleYWXG3+/EYHgsbaP0SW4C0IIZu6diVu4eaj1Q/QJ7VNxO5s2we2lB7KLF0Pbtg38QpRGk5wsM0v5/fDkkzB5cp03+XPBz7yW9hoATyQ+QUdrxzpv07XNhWuTTP1tbG3EeqEVzXh6QZI/dSkPrvCx19WB9raWvDw1BkOTHqzePBW5IK0YchyQY4dcB+Q5ocQDJW4odsteEyHAL8Bbetxv1MGgy2uTDqFmCDFDiAnCg2R664RQiA+DmOATeliauAN58OEO2JBavqxVGFzSBca1h+ATz10V7pWBUfpKAjOSQjtAl9kQOzIwj9SX68O10YU92U66O52DUQf5oe8P3N/xftoEtalZ43bvlj1HublgtcohdMOGyQ9o925YtUr+jlx+ObSp4TbraPny5Xz11VcsXLiQgoICNQ9dqaDJ9yA1FJWkQTnnDBokA6TNmwOLjJqRFsYW5HpzyfZk04Uu5PvycQs54aLKHqQvvpDXAwao4Ohck5gog6Kvv5ZzkSZMqHNtkmHhw1iRt4KDzoN8kPkBj7V9rG5Z6ICgvkFoRg3nr068R73Yl9sJnhCMZqr9dvWESczu+AT37m7Pocx8vtgVyZU91b/SM8Uv4EgB7M6WAcCRQjhaCPnO49cS8kAbf+n18ed9tdIDfb30uuafudUIPVpC7zjoEwftI5tWwOT2we85sCMDtmfCzszyx7pEwx97woD4E9rsLoCMHyB9BeRsKF8e0h463AgJk6C0J8iX78O9xY3noAe3302aO42NbTayuetm/trur7QOal2zhv76K/z5zzKJT4sW8M9/Qvfu8jFNk7fL7jegiRMnMnToUJWkQamS+lVXlHPVgAHyOjkZcnIgWo4VijZFywDJmw0QSNCgoweSOAQUFMgzfyDP/CnnnltugaVL4ehRWQOrjunddU3nurjreCL5CfY59vFz4c+MjBhZ52aae5rBAM61TnxpPuxL7QRPCkYz1/KIV9PoMOAmLj+2iEX5E/lwcxaD28TTtprs90rtCCGDoI3HICkDfs+GErcP/C7wucDvAeGR134voXoRMXo20YYcIg2FhOolhOolhOh2rLoTHR8GzY+OH9DxGkLx6aF49VDcejh2PZpiLQo7EeT6WpDmbkGG04pP6Di8sOmYvAC0sMAV3WByZ1kvqKHfl/Ri2JdbftmbI4Ok43WOgum9YGD8cYlEPYWQsRrSv4Ps9QSG0QGEnQcdZ0LcmEBgJDwC53onnt89IKDIV8TvQb/zY7cfyYnPYW6buSQEJdSs4d9+C088Ieeotm4ts502UA+RotSFCpAU5Vx13nmypo3dDlu3ytpFyHlI+9hHtkcGSGU1kKKMUZi0E8ZofPMNeDwQHl7nVM/KWapVKxkULV4Mb74JF11U50nVna2dGRE+gp8Lf+aDjA/oFdKLSGNknZtq7mZGM2o4fnLgy/Rh/7Y0SLLUMkgKacv0/i34dU06qQ6Nf66x8PcpLZpU78LZxC/gtyxYewQ2pgoyitzgKQGfHXxO8LuJMebSxXyQROtR2phSaW1KI8GYjkWvh3SCZR1OOmABX5CRbHMP9jGIJO9gkuwdOeYII8+p89ZW+GIPXN0DJnQA0xkMlIpcsC0dtqTD5jQ5jPBEGtAxCnq1lL1FfeJKAyNPUXlQlLMexHGRlDEM4sZC/ESIHlyhJIM3w4tztRN/kR+f8HEo6BDfJH7D3pZ7iTHHMLfNXOLN8aduvBDwn//A/Pnyfvfu8PLLMpGPopwFVIBU6uGHH1ZzkJRzi8EAffvKYXZbtpQHSMfVQgLIcmcBVQyvOz45w5QpKtPQuWzmTJnJMD0dPv8cpk+v8yb/1PJPbC/ZTqGvkPfS3+Oe1vfUQ0PB1NkERnCscuDL9lHyTQnBk4PRrbWbSBTU6TruTXmMPx+Yzu9pOSzZFcq0HipBSW2kF8OqQ7DyoJ+MghLwFoG3BPwebKYsBlqS6GH5na5B+4g15kFwG7DGl176Q1AsmMLBFCYP+o3BoBlBM8gLHNfz5AKvXe7DUyR7VTz54MwGVxa4ssFxDLzFGDQvcZ4k4khiBG+BFbKC4vjScwNfF40nxxHOvzbpLNkDT42FuOpr0NeKX8D+XBkMbU6TPUT+E2aJh5plL1HnKDgvBnrEymUACD/kbILULyFjFfiPCx6NodByDMSPl0GRXvG7KvwyCYNrmwsEFGvFLO6wmPXx6xGaYFTEKK5reR1Wg/XUL0QIeOklmSkVZFmJ556TJ+SakLI5SIpSFZWkoTRJg5qgp5yT3n0XXnlFZiT75BMAVuat5J2Md0gwJ/B8h+d59dirrCtcx9iIscyMn1n+3O3boaz48qefqoxD57oXX5QHRCEhsshjTMypn3MK6wvXs+DYAgDuTribweGD67zNMp4UD46VDvCBHqHLICmkltkWig/y1ldfsaRgPCZrJAsuT6icIUypQAh58L9kj2Bbqh08BTJgET66WfYx1LqZQcFbaR0q0GIGQXg3CO8KYZ3BWIOD87o2zp0HJYflpXAP5CXJ9Nel3Uw53kg+K7mGZc6peI1RdIw28ffxdRtyl5wPX+2FdUeh0FXxMYtRzoEaEA9942TtIk1DBkPODJmBriRZtjdrLTjTyp9sCJZD52zjIXoIGKo+ieXL8+H80YkvW/YypYWl8UrnV8gLziPcEM5M20wGhA2o+QtasADee0/enjJFFnmt49zEM0UdAyrVaZrfWEVRGkb//vL6wAHIz4fIyPJisZ4chBDlRWLNJxSJ/fJLed27twqOFLj1VpnyOydHDqV56qk6b3Jw2GAGhQ5iY/FG3s14l24h3Qgz1E8RYlNbE9oEDfsKO/4CP/av7TJICqtFkBTagWsHRrPhp3SOOeDlnyw8PyVKDbWrgtsHqw/Dkt0eUrILZCDi9xBnzGZcxM+MC/2F+PhOEDsMom+WvUV1TM5Ra5oGQVHyEtW/fLmnEPK2Q9oyotO/5/aI1xkZ9AMPZ8zlgL8d/9oUwj1Darcrv4Bfj8oCrtszKz7WLlIGRP1jiuhmOYTZeVgGQAePgTNTBkbOLCrMJTpe9GBoNVUOozMEVdsG4Re4t7txbXHJ/BaaYEv7Lbxjewe/7qdncE9mJcwiwliLCXbvvFMeHF15JcyZ0/Cfo6LUAxUgKcq5rFu38npI27bBmDFEm2SyBpdwUewvrrpIrN8Pq1fL2/WQ2llpBkJD4b77ZGHHZcvgsstg4MA6bVLTNGbYZrDr4C4KfYV8kPEBsxJm1U97AWMrI8GTgnGscOAv8lPydQkhk0PQI2oeJFk6TeeelMf5y/5r2HMsly92hXJFDzXctIzHBysOwqfb7eQUFMgeI+FnoDWJS8OX0ychGD1hAthmy+FyTZEpHFqOkJeu98PRL+iR8jk3uT/izbzr+G5fIl1jrEysYUZ6jw8e+UHOuwJA+GkXnMdF0UkMCd5MjGc35ByG9MJTb0w3y2AypB2EnycLugafOoGCL8eHc015r5GIECw6bxGrzDLpzqiIUdxkuwmjVovDxE8/lUVfQf5f+POfVXCknLVUgKQo5zKTCfr0kcVit2ypECABHHUdpdAn/0m3NB03B2nbNtnjpGkwZkyDNllpwiZOlPPSNm2CZ5+Fjz+uc+HgSGMk18Vdx2tpr7G2cC0DwwYyKGxQ/bQXMMYbCb4oGPsyO6JEUPK1nJNkaFHDMVOaTo/zZzI183/8r+BC3t+QTe/4BDqf43PRfX5YdRj+m1RCRm4eeAoxaR7Gha7l0qi1tO1wPrR9Rs4nOpsERcmsb60vZ+qvN/G7ax0/2XVe25BIhxZBNfrc398Ov2V40Dz5DA3ZyiXmj+hp3olWApScuLYm36OQRBkIWeLA0rL0YpOPnapA63H8hX5cW1x49nsCm/f38PNy7Mvs9+wHYFrMNC6Pvrzm6fXdbjms9oUX5P2xY+H//q/OhaMVpTGpAKmUStKgnLP695cBUmk9JKtuJUQPocRfwm777sBqFZI0lKX27tWrXuaaKM2EpskhNX/8Ixw+LOckzZhR580ODx/Or4W/sq1kG2+mvUliUGLVNblOk6GlgeApwdiX2hEOIYfbXRSMIaaGQVJIIjOG2Ni++giHXPD3VUbmX9YSyzn4H1YI2JQG/95YwtFsGRgZNR+Twn7gqoQkojtPhfi3Tzr066wQFIU26BXu8szicEobUoo0nvkpkVemmCsXZD3OpmPwxS4XFB/m2shPuCasdKgyupxrFdpeBkMh7cqDomrmDtWGv8SPa6srkLobQI/SKRpSxPPO58nyZKGjc3P8zYyKGHXqDQoBu3bJodYrVkBRkVw+ZAj87W8yCVATp5I0KCejkjSoCXrKuW7LFjl/RNNk4BMWxtxDc0l2JdPV2pU9jj2E6CG83uV1ub4QcPHFkJEB994L117bqM1XmqBXXpEJQCwW+OwziK97L0Ght5BHDj9CrjeXxKBEHk98HJNev1njfHmyPpKwCzSzRvDEYAxxNTzQE4KUdU9xz86peLAwsWcCdw2vn/lSZ4uUAnhrk5MtyXngzkfX/IwP/ZFrErbSsts1EDeuVr0dZ4XC3zm65hHuSZ2LSwvnoQtaM7pD1QFNngPu+tZDfk4yvc1JPNX6NfRWk+Scoaj+YAyp9+b5HX7cSW7cu91QmulbD9cJGhDEQdtBXkx9kRJ/CRbdwr2t7qVnSM9Tb7SwEB56qEKRccxmWSh6zhywnuFkGvVIHQMq1Wlmv1SKotRaz57yn5sQcugc5am+9zvlkIs483Hzj3bvlsERyKEUinKimTPBZgOnEx5/XM5Zq6NwYzh3JdyFjk6yK5n3M96veztPYGhhIGRKCHqojnAL7MvseNO8NXuyptF20GxmtvwahI/lu3NYl+I79fOagRI3vLbRy+wvstiy/zC48xgcvJVXO77CXRd0oeWY18F2YfMLjgDCz6P1+XPoEbQPfE72Hjlc5Wp+AS/+4iM/L5UwLZf7495BH7QAuj0ALUfWe3AkXALXJhcln5bg3imDIy1EwzLCQsiVIWyK3cSzR5+lxF9ClDGKx9o+VrPgKCdHnlArC4569IC//EXOO3z88bMqOFKUk2mGv1aKotSK2SyDJJAFYykPkLxCHhxWmH/0ww/yuksXWSRUUU5ktcrUviAPpN59t1422zm4M9NbyhpLPxT8wE8FP9XLdo+nR+gET5HZ7ISnNEg6WsMgydyCKSPGMzh4G3jtzP8pnWx7vTexyRACfk4WzPoil6+3HsLvzCLRlMK81q/x2FgLrce90nwDo+NFD6RzlAyG92e5qlxlyW7B1sPp4LVzb/RbxAz4M0R0rfemCL/AvctN8afFuLa5EB6BZtWwnG8h9OpQ6ALvZL7DwmML8QgPbYLa8Hji47S1tD31xtPS4OabYf9++X/jH/+QGeuuvFIWC1eUZqSZ/2rV3MMPP8zy5csbuxmK0jjK0n2XnhU8PlEDnDD/qCxAUr1HyskMGQLXXy9vv/aarJtVDya2mMjgMFkP6d30dznsPFwv2z2eHqYTfHEweqQOPrCvsONJ9tTouVrsYO7ubyfSUEhxcSHPrsrG0ww7kjKK4fHvi3j2uyPk5qVjpYjbYj5m/vAD9Jv0LLSZBnrTn4dSXzrHWgA4UBhUqbir1w8fb84AdwEXh3/HkP5joGUN5vnUkjfVS8kXJTjXOREuOUw0aGAQoVeHYu5pJtWbyqOHH2VVvpxD2i+0H4+2fZQoUw0ySyQny+DoyBF5AuTll8/6BD3Lly/n4YcfbuxmKE2UCpBKPf300ypBg3LuKguQdu8Guz3Qg1Qm0IN06JCcfA8wblzDtU85O82aBd27yyF2c+eWT+SuA03TuMV2CzaTDbdw8/cjfyfLnXXqJ9aSHlLakxSlgx8c3zvwHKxZkBTZ/QYear8CXfOz51gub2+q++tuKrx++Gynl1mL09l88Ch4ixkRsoHXev+PSybPwnDeLDAGN3YzG1znBBsATo+PI/kVexwPZHtw2PMB+GN3PyT+sd72KzwCzz4P9m/t2Jfa8ef5QQNzNzMhV4cQ1DcIjLAqbxWPHn6UVHcqRs3ItS2v5f5W9xNsOMVn5XbLXqLrrpNDq8PC4NVXYXD9FW1uLBMnTuTpp59u7GYoTZQKkBRFkcVejUZ5IJuURIyxYoAUmINU1nvUpo0qDqucmskkC8ZarXJ4zjPPyHFZdWQ1WHmgzQOEGcIo8BXw3JHnKPTWoGZMLelWnZApITKbnQDHDw7ce9w1eKKRPsNv47qYb8Hv5avt2fxYw+CqKduVBXd/mcd7vxzGbc8lzpDF/7X9D3+Z1IXo85+oUf2d5iradh5RxjwQgn2p6RUe25F8FISftuZjRPS4pc61gYRH4En24FjtoPjDYhw/OvAek0GZMcFIyOUhWIZb0C06xb5iFhxbwNsZb+MRHmwmG48nPs6kqEknT+MtBPz0E1xzDSxYAHY7tGwJb7whs5cqSjOnAiRFUWS2se7d5e0tW6rvQTp+eJ0qAKjURNu2chI3yHTAn31WL5uNN8fzYOsHMWtm0j3p/OPoP3D6nfWy7eNpQZqsi2STQZLzZyeuLS5OmQDWGscVo8fK+Ug+B/N/SieloN6b1yBK3PDKry7+/FUaKelpGPxOrohYysKR+xk08QmIHdbYTWx85hZ0DpY9mfvS8yo8tCO1GIBeETlgCj2tzfsL/Lh2uLB/a6foP0U4vnPg2e9BeAUYwNTRRPBFwVgvsmKIkkMb99n3MffQXDYUbQBgZPhI5rWfRztLu5PvrKgIHnwQ7r9fDqkzmeCGG+Dzz6Fz59Nqv6Kcbc7BKg2KolRpwAA5T2TzZsIMd2DWzLiFG6NmpIWxhewB2F1aF0nNP1JqY/JkWL8evv1WTuyOi4PRo+u82Y7WjtzT6h5eOPoCB50HmZ86n/tb349Rq99/bZpZI3hSMI5VDrwpXlxbXPjtfizDLGh69ScK9JiB3D/0APf9lEmaE/62IpWXLmt10jo5Tc3GVMEra3PIyc8Fv5euQfuZ3eFX2g24FULbNXbzKhFCgBeEWwQuuEvve4SsAeSXF+EvvV+2TANM8vPWzBqaRUOP0NGsWo2KpnZu4WN9IezNKc/a6PPDrtwgwEtPW+1qP/lL/HgOePAe9OLLPmEimy6LHBs7GjG1N6GZytsnhOCr3K/4POtz/Pix6BZujLuR4RHDT73TgwdlcJSSIu+PGgX33SdHDSjKOUQFSKVUoVjlnDdwILzzDvz2G5rDQYwphmPuY8SaYtE1vbz3KDZWpnZVlJrSNHjkERlkb90KDz8sEzfUw1CdPqF9uCX+Fl5Pe53tJduZnzqfuxLuqvcaSZpRw3qhFec6J549Hjx7PAi7wDrOimas/uA5tNPV/DXrRR7ccSGpuYX8/Qczj46P5SRxVZNQ6II3NpSwem8ueIqw6k5uiF3CRYP6ord5qsEz0wm/QNgFokTgt/sRdoG/pPTa7keUCISzNCCq5+qOmkkGSnq0jqm9CUOCocrAuHNcGCTDoSIrHh+YDHAg24mjNEtHz3atT7kvv8OP95AXz0EPvvSKQZEeqmNsY8TQ2oAxwVghKCrj8Dt4M+3NQK9RB0sH7ki4A5vZduoX+sMP8H//J4fTWSzw2GOytlEzpQrFKiejCsWqImGKIjkcsmfI64UFC3iu9U/sKNlBn5A+PNTmIbj9dti0Ca66ShYDVJTaKiyEm26SiT4iI+Htt+UQvHrwbe63fJT5EQDdgrtxf+v7ser1X5NFCIF7qxvXFpnO2RBjwDreih5ykoDB62D18pf5x5FLQTcyrW8cNw2OqPe21QchYG2Kn9fWZpJflA/CzwDrdmZ33Utsn1lgiT2z+/cK/Hl+fLk+/Hl+/IV+/AV+/EV+2ctzGjSTBubSa10m+kBHXjRksKMD4rieJ49AOKoOtjSrhqm9CVNnE4bY8kx9hRk7mf6F/B68dHkineNCWLxhH29v8dDanM5r1w8FY+XvpPAJGRTt9+BN9VbYpxZcuq+OJvRY/aQ9WVnuLF5KfYkUl+z9GR85nulx0zFppzhZ4PfD66/Dv/8t7yckwAsvnBPD6dQxoFId1YOkKIpktcqeoaQk2LSJ9p3as6NkBx2tHaG4OFAjiZEjG7edytkrPBzmz4cbb5QFJ+++WwZJUTVIM3wKk6MmY9EsvJPxDrvtu3km5Rkeav0QYcawemh4OU3TCOofhBas4VzrxJfto+R/JQSPD65wsFyB0cqYsTNI+WYRn+ZcwOKkbNpEmhjfpWlle8tzwKu/5PPLwXzw2gk1lHBLy68YN2Qcmu0P9b4/4RP4s/34Mn34snz4sn34C08dBWlWDT1YRwvW0II19JDS21atfHhc6QUzNRoeV2X7/KI8QMv340v14U3zIhyy1pB7l5ug/kGY+5nRNI3wmM7YTOtJ98SwL/UYneM6s/NYMRBEz8j8SsGRv9iPe48bz+8eGYyVvb4gDWN7I6YOJgzxhhq1f0fJDhYeW0ixrxijZuTGuBsZHVmDYaw5OTLD5KZN8v6QITKZigoWlHOcCpAURSk3cKAMkDZv5vI736RXSC86WTrBqh/B55PDLgYObOxWKmezhAT45z/hllvg6FGYORMWLpTL62hci3FYDVb+dexfHHQeZF7KPB5q8xCxpvrv9TB3NaOH6zhWOhB2QcnXJVhHWzF1qOZsfXAC1144liNfb+WXkn4sXJNBfEQbesY1/r9hIeCHgx7e+CWT4pJCEIJhwZuY1SuXFj3/fNqJBSrtxyPwZcogw3dMBkTV9QrpoTp6lI4ersvhbRE6elhpIGRomPGJmq5hiDRgiDRAItAH/HY/3oNe3Hvd+HP9cj5anh/LaAuaMYjOoQWk58WwL6MQv4Dfci2AoNdx84+EX8ihmr97ynuLdDC1K+2VSjDU+DXmefP4OPNj1hWuAyDSGMk9re6hs7UGvT8bN8rgKDdX3r/xRjlSwHDu1K9SlOo0/i+zoihNx8CBcpjFrl2YnB66BXeTy9eskdeDB8sK6opSF127wosvlmfJuvlmeOWVekkdPzR8KFbdyj9T/8kx9zEeOfQIdybcSe/Q3vXQ8IqMCUZCpoZgX2HHX+DHscqBL9tH0MCgKueo6C168sDYTB5akcIhd1v+tvwIL17WjvjwxpuQVOCChT/nsO5gPvhcRBoKuT1hOSOGXQot+tZp20II/Ll+vEe9eI948WVWHRDpETqGlgYMsQb0KB1DlEH2/jRBerCOuacZU3cTrvUu3L+58Rzy4C/yYx1vpXO0xpo82J+rcSirmJLSrPBl84+EV+BY6cB7RKbl1kI0zN3MmM4zoVtrPq/LK7x8l/cdi7IXBbI3dgvuxh3xd9DC1OLkT3a5ZM/t22/L6DgiAubNg2EqG6GilFFzkErHn955550qSYOiuFyyOrrHI8/yDx8ux6dPmAD5+fJs4+WXN3YrleZi5045zK6wUA7pWbCg3hKA7LPv4+XUlynwFaChMS1mGpdGXyoTjtQz4RI4fnDgPSoPeg02A9ZxVvTgqveVtetj7lvbnnxfOAktgvn7Ze2IqF2Cs3qxKdXLP1enkVdUDAhGhW7g9gGC8C5/AsPpnQgRPoHvmA/PYQ/eFG+FoWMAaGCINWCIN2CMN2KINaAFNc1gqCbce9w41zpByPlCyV138JcNkei6zp96afwnyUeCOZM3ZgxDeE3YV9jxZcjkC0EDgzD3Np80E+KJfMLHL4W/sCR7CekeWW8p0hjJ9NjpDA0feuraRmvWyEySx47JZb17yyF1cXGn/R6crcqSNCxcuFDNQVIqUQGSmqCnKBXdeits2SIrp99zD+zYIYdegEzT3LJl47ZPaV4OHoQ774SsLDkP7oknYNy4etl0njePV1Jf4XfH7wD0DenLrfG3Em6s/996IQTuLW5cW2XyBs2qYR1nxRhfxUANIdi7/jUe3n4+Tn8QXeNCeOqSRCwNNKbD6YV//5rD0t0F4HMSotu5s/V3jBpxJYTXfmK+8Ai8R7x4D8ueIuGpeFihR8jsa8ZWRgw2Q5XZ185m3jQvju8cCLdA617C9B25CKERFayTa/czoeV+Zl90Mfaldvy5ftDAMtyCuWvNg1Cv8LK2YC3/y/kfmZ5MAHR0JraYyLSYaVgNp0hIcuSIDIzWrpX3zWZZ2+imm2SR8HOUOgZUqqMCJPXHoSgVvfGGvHTvDu+/D6++KodidO0KH3zQ2K1TmqNjx2SQdOSIvP+HP8iepXoYzukVXj7J/ISleUsBCDWEcn3L6099tv1093fEi2O1A+ESoEFQvyDMfavoJfD72PjjQubtvQC/0BnSLpS5E9uc8fTfe7L8vLjqKMfyS0AI+lp/494BJcR0/xPUIjW6cAk8yR4ZFKV64fiM1FppjZ5EI8a2RvSw5l+T3rnJiXubGz1c46HizRxxl59Iur/XUYZkDseX4wMdrGOtmNrX/L1OKk7iPxn/CfQY6egMDx/O1JipxJvjT9Ewp/z9/s9/5MgAkLWNHngAWrWq9etsbtQxoFIdFSCpPw5FqWjzZrjtNtB1WLVK9ijt3Svnidx+e2O3Tmmu8vNl3ZV1crI53bvLoT/1dBC3oWgD76S/Q5GvCIB+of24Me5Gokx1z6B3In+xH8dKB74sGTUYYg1Yx1jRI04IFHxOVix/k/kpF4CmMblbOLNGtuIMxG14/fDfLbl8ui0fv9eJSfMwM34lk0dNQo/sXqNtCI/Amyxr9HiPeivOJzKAsbURUzsTxrbGs3rY3OnwF/gp/qwYgEXWLSwqKg+Q3hlsImiLHMIWfFEwxlY167HJcGfwQeYHbC2WGUR1dEZGjGRq9FTizKcYEieErGv04ouQLgMrWreGhx6SQ6cVQB0DKtVTAZKag6QoFbndch6S2w1/+Qs8+6xc/t57qkCscmb5/fJM98KF8nZoKNx7L0ydKgP2Oir0FvKfjP/wS9EvAFh0C1OjpzKxxUSC9PqdBCR8AtdWF+4kt5yfYtQIGhqEqYupYs+Vp5CPvv4vH2WMAM3A9QMjuHpADYp61kJWieDZFcn8nukE4adz0CHu75tBm97XnnKukfCVDp874MWT4qnQU6SZNIxtjRjbGTG2rrpw6bmk5MsSfJk+Dgal8EiJ/L7aTLn8M64vvnQ/xrZGgiecOrW70+/ky5wv+Tb3W7xCzmvrHdKb6+KuO3WPEUByMjz/PKxfL+8HBclskddeq5LsHEfNQVJORgVI6uyBolRWVhQ2KkqmgI2KgmXL6uUgVVFOads2ePhhyJRzLejVSwbr551XL5vfUrSFdzPeJdcr0xtHGaOYFjONkREjMWj1m+LYm+7FudqJv1h2txhbG7EMt1QYdiYcmcz/cgXf5fUH3cj9o6IY1zWmXva/9aid51ceo8jhRtcE18T+yDWjh2GM7lvtc4S/NNHCATmErsKcIgOYEk0YO5YGRQ2Ucvts4N4tEzY4vMXcJvLxanBFRDpXlMjSCMFTgquek1ZKCMH6ovV8lPlR4LvZ0tSSa1teS7/QfqceEmq3yyykH34oC36DnM93330QX4PA6hykjgGV6qgASf1xKEplb70Fr71Wfv+SS+D//q/x2qOcewoKZFa7JUvkfV2Hq66SQz1bnCKNcQ04fA6+yv2KZbnLcAuZiznBnMDF0RczNHwoJq3mc0RORbgFzl+cePbJOSCaSSNoYBCm7uW9Sd6iZOYt2cLmkvMwGIw8MTGOvm0jTnuffgGfbU7ng61FCJ+HSEMhc7rvoNeQaysVLAV5cO5L9+E96MVzyINwHndooJcOn+tYOnzuHO8pqo5wCYo+KkJ4fDzvzCbJ7OH5UI3WzlYYYgwEXxpcbZBz1HWU9zPeZ5d9FwBmzcyl0ZcyOWoyplPNDfN4YPlyOV+07KRCYqIcTnf++fX5EpsddQyoVEcFSOqPQ1Eq27pVFvIs8/zz9ZZZTFFqZft2Ocxz715532KBadNklsXYuheAzfPk8UXOF6zOX42/dFJNpDGSCS0mMC5yHKGG+imSCqUJHH52IErkv11DnAHLcAuGKNlr5cjZzV+/SmG/sw1Wk85zl7alQ8yph2SdyOWFf6zYzy9HPCAE3a0HmDPSSnSHCyut68v34dnvwbPPE2gXUJ5ooaOcV9Rc5hQJISj0FZLuTifTk0muJ5ccbw7ZnmyKfcW4/W7cwh0Y2hZljCLKFEWUMYp4czwDwwYSYaw+cHWscuA56CHFu59VwQe43jkOXTdhHWPF1KlyoOMRHr7K+Yr/Zf8PX+n4xSFhQ5jecjrRpuiTv5j8fFi8GD79FLKz5TKrVf52//GPYKq/IL+5UseASnVUgKT+OBSlMrcbxo6VdZGMRli5EkJCGrtVyrnK54PPP5fDh3Ll0CNMJjk36eqroWPHOu/imOsYX+d+zdqCtYEDVbNmZkjYEEZFjuI863n1UkNJeASujS7cu0oriGpg7mkmqH8QmkkjP3UTDyxzkOGJJsoieOGKzsSG1XzeSJFTMO+b3ezKkvcvjd3IjeNHYgwvL8IrXALPARkUlSWSKGOIM2DqYMLYwVirwqVNjcPvIN2dTro7nTR3WuB2ujsdu99+2tvV0ekZ0pMRESMYEDqg0tw171Ev9mVy+6YOBjwHfWghGqHXhFbKZHjAcYA30t4g1Z0KQCtzK2bEzaB7yEmSZvh8sGGD7DFasUL+VoP8nb7oIpg1S5ViqAV1DKhURwVIKkmDolTtjjvkP+LBg+XQDUVpbE4nfPGFTD+flVW+vGdPuOwyWdA4uPY9LsfL8+bxXd53rMxbSYm/JLA81hTLyIiRDA4bTCtzqzqnCPeme3H+7MSfL3uttBANyxALxvZGjh1Yw4M/WCnyhdAh0sPzV/TGUoNhbdnFHh778ndSCnV0TXBnh41MHHsNGK0Iv0y24NknC7gen4FOD9cxdTZh6mQ6q1JyO/1OMtwZZLgzSPekVwiCCn2FJ32ujk6UMYpoU7S8GKMJN4YTpAVh0k2YNTM+4SPXmysvnlx+d/weyIIIEKwHMyNuBsPChwW+D0IIij8uRtjLD62CBgUR1Kc8kPIJH59nfc43ud/gx4+OzqXRlzI1emrVw+n8fkhKkkHRypWQl1f+WGQkXHmlvMTUz7y1c4VK0qCcjAqQ1NkDRana5s3w0kvw4IPQt29jt0ZRyrnd8PXX8N//ykKzZSwWGDZMZmEcMQLq8Jvu9DvZULiBnwp+Yo9jT4XHbCYbA8IGMDB0IB2tHU+7Z0n4Be6dbtxb3YFECMZWRizDLOw6tJxH1rfGKwyMbO3hz1P6nDT9d0pOMY99fYhshwGT5mFOzz2cP+wq/Hbw7PHg/t1d4aBdM2sYOxgxdTZhaGk4IzWh6qpsOFy2J5scTw6ZnsxAAJThySDPm3fKbUQYIog3x2Mz27CZbYHbLU0tTz235wRe4WVHyQ7WFqxlc/FmPELOKTs/7HxusN0QGI7p3ODEvV327GgmjdA/hAaGKBb7inkl9RV22ncC0N7Snltst9DW0vbEFw+7d8teohUryucWgZyPN3AgTJoEEyfKLHXKaVHHgEp1VICk/jgURVHOTkLAzp0ykcOKFeBwlD9mMED//rIHdMAAWVfJWLP6MyfKcGewpmANvxb+GijWWSZYD6ZHcA96hMiLzWSrdbDhL/Hj/NWJ91Bp5jEdgnqbWV2wlAX7ZOa+63rDNcOqHnqVUWDnwcX7yXMZCdHtPDY4k/PiJuD+zY032Qtl/+U1MLaRQZGxbeNmoHP73RT4Cij0FlLoK6TQW0ieN49sT3bgkuPNCQQhJxNqCMVmshFnjgsEQmX3gw1161GsTpGviHfT32V9kUylHWWM4tb4W+kZ0hNfno+SRbL30dzDjGWoBZCJGF48+iKZHhnsXBp9KdNiplXMnHjwYPnwubLCyWV695ZB0QUXQPQp5icpNaKOAZXqnBUB0quvvsqbb76J1WolMjKS119/nTZt2tTL+uqPQ1EUpRmw22HNGli9GtaulfePZ7HIA8yePaFrVxkwxcVRm6qsQghS3alsLtrMpuJNHHIeqrROuCGcLtYudLZ2pou1C20sbbDolhpt33vUi3OdE3+hHP+mh8JS/0beK4wHTeOR0RbO79q+wnOKHG4e+nwnR0sshOslPN/LSIusLvgyy+cWaSEa5q5mTOeZ0IPPzBA6v/BT4i+hwFtAka+IAq8Mfgp88n6+N798ua8Qp99Zq+2HG8KJMcUEAqA4kwyG4sxx9ZpIozaEEKwtXMt7Ge/h8DvQ0Lgu7jomtJiA4ycHvkwfwRcFo4fobCzayOtpr+P0OwnSgrgt4TYGhw2WG0pNlQHR8uWwf3/FnZx3nuwlGj9epeo+A9QxoFKdJh8gLV68mDvvvJMdO3YQExPDk08+yZIlS9i0aRN6FTVZaru+moOkKIrSzLjdso7X2rWwZQvs21f1epGR0KEDtG8vr9u1kwehNluNCmrme/P5reQ3dpbsZKd9Z5VDvjQ0bGYbiUGJJFoSA9fVZUITPoF7uxvXNhf4QPh9rHGn8q5uAJOXm/obGN+nGyajhtvr59FFG/ktL4weHp17wyyEeKMC2zLEGzD3MMveIr32vUUev6dCL09ZcFMW+By/vMhXFMgCWFvBejDhhnAijBHEmGKINkUTY4oh1hRLjFHeN+v1VOBUCNnTWFIiLw5H1RenU6bPNhjKL8HBMgGCzSaD69LENVmeLP517F/sdchMi5dGX8qVMVeiaRoev4ePMj/iu/zvADmX7f5W99OmyALffScDo507K7YxMVEGRRMnytvKGaHmICkn0+QDpGHDhjF8+HD+/ve/A5Cfn090dDTLli1j/PjxdV5fnT1QmoLly5er4LyZUJ/lmVfr97igQAZKSUlyXsfu3ZV7mE4UHS0PhOPjyy9xcbIGU9klJCTQAyWEIN2Tzj7HPvbZ97HXsTeQnawqEYYIEi2JJJgT5CVIXocb5f8hf6Ef589OvMe8+Hwefi+w84XFxW6Tmxirk2t6mdh2tIgdR6OY4ghhjEknJCQMgFR/Kl0u7YIhrmLRWyEEJf6SCgFOga+AIm9RlYGQw++o1O6a0NGJMEYQZggjwhgRCH7CDeGEG8OJMJQvCzOEnXoukBAyWHE6y4MXp1N+hsXFMtApLmbHL7/Qq337CssCl+Pv+08vkKskMhL69IH+/fH07cW/wlexoWQTAGMixjApahKvHnuVFFcKAL2N5zFrR0fClv0ov4/HH37ZbDLJyKRJ0Llz4Ht1Nv+enA1tV8eASnVOb0B2A3G73WzcuJFZs2YFlkVGRpKYmMjatWsrBTy1XV9Rmoqz4R+JUjPqszzzav0eR0TItPVjx8r7fr+c3/H773D4sJz3cegQpKTIA3GAnBx5+e236rdrMsmD5BYt0Fq0ID4ykviQEEaFhkJIFxyhPTkS7uRwWDHJQQWkmHI5omfh1QUF/jy2ewvYrm2vsMlQQ2h50DQ4gY6pHYnZGkOXcAu3FkOmPZSDJR7Wr/EQIkK52xlMvMWDNTgEZ4KTnN45PPvJs1xhvIK89DzyvOWXAm9BIIV5tQTywP2EixUz4YQQLqxE+IMJFxbCfRbCvRYiPCbCPUHy2mUi2K2he7zg9cr30+MBdzZ408vvl10qrOMuD35ODIZqcC438sgROMnw+2rpuqwfZLXKXiKLRd42meR3xVv6WoqLZbIEZ+nwwPx8+PFH+PFHTMDsECvv35DA993srPZ+z+r8H8DpxFDs4JoNIUz67Ct073HBWVSUHDo3caIc+lnFKJez+ffkbG67ojTpACk7Oxuv10tUVFSF5VFRUaSlpdV5fUVRFOUcpOty6NKJw5f8fllnKS1NXtLTy2+npcnU4oXHpY/2eOSy41OOH8cKdCm9lPHqgrRoSI6DIy01jtkMHIvVyIoEv65TrGvs1X9jr6aDroGuE5oQyfjUy+hm70WkyUAPXwidHaEIwGwo4qg5hWVxSzgQshv2CQo65vPpthQZVPgFCH+lgEf3C8LsGhElEFYiiCjyE17kJ7xYEGGH8BKIKJHX4XYwe5teljt0XfbihYZCaCipLhdtRoyQ949bXuX90FAZDAUHy0CopnPRhJDfgYwMOV9oyxZZWDs5Gb3EwYyF+4kYAYtGA5pOy1w/s7+ADmml2w8Lk0W3J06UyUMMhpPuTlGUxtGkA6QyVWUEOlmWoNqsXzbCsLDw5DUTFOVMcrvd6jvYTKjP8sw7o++x2Vx18FTG60UrLIS8PLT8fHkpKJDXhYVoJSVgt1e4Dtx2udB8kJAuL0MBSnt0PAbIiIJjMfKSFqNxLAbSo6HIlM/iiJexhoaS6DiPdvbuJDp6Y/KHsjbiazZErsDr9UAOmLzQKstJvMdPiyKILBa0KIIWRRBRVB70hDhBr8UA+xP7nYTRKAMLoxGMRoTJJN+74++XriOOW6/CfZOp0uPCaoWgoMA1FgsiKAisVnl93P0TA5sPHn6Y7k8+WZtPu7yHqjY0TQ6Js9lkOnmA3FyMmzdjWLeOSzZuJCG9iKMt/UxcD0Gt2uO8fAC+gQPxDRwo2w1y2N8pnM2/J2dD28va18RnmyiNoEkHSLGxsRiNRnLLKqeXys3NxWaz1Xl9gKIiWfTtZFnxFKUhLFy4sLGboNQT9Vmeeefue7ymsRvQpDXN78U2WeD4NDXN11QzZ0vbi4qKiIioOnGKcm5q0gGSyWRi0KBBbN9ePka7oKCA5ORkhg8fXuf1ARISEjhy5AhhYWFNslCeoiiKoiiKUv+EEBQVFZGQkNDYTVGamCafxW7x4sXMnj2bHTt2EB0dzVNPPcWiRYvYvHkzuq6zYMEC1q1bx8cff1yj9RVFURRFURRFUarTpHuQAKZNm0Z6ejrjx4/HYrEQGRnJl19+GQh2UlJS2LNnT43XVxRFURRFURRFqU6T70GqD6+++ipvvvkmVquVyMhIXn/99SrnHBUWFvLSSy/x3XffYTAYKCgo4Nprr+WBBx5Qw++UOqnpdxDg+eefZ+nSpRgMBrKysjjvvPOYP39+tfPolIZVm8+yjMPhoHv37owePZp33323YRp6FqvNezxmzJhKy2bOnMl11113hlvZeGr7Hfzggw/417/+hcFgIC8vj+HDh/Paa681YIvrR01f9+HDhzn//PPp2rVrheU///wzGzdupF+/fg3V5FOqzWe5bds2HnzwQex2Oz6fj7Zt2/Lyyy/TqlWrBm61VJu2Hzt2jPvvv5/U1FTy8/MZNGgQ//znPwkLC2vgVpfLzs5m9uzZrF+/nkOHDjVaO5QmSjRzixYtEjabTWRlZQkhhHjiiSdEv379hM/nq7TuV199Jfr27SuKi4uFEEIcPHhQREREiAULFjRom5XmpTbfQSGEiImJEYcOHRJCCOF2u8WIESPEZZdd1lDNVU6itp9lmUceeURERESIGTNmNEArz261fY9Hjx7dgK1rfLV9f9577z0xbNgwkZ+fL4QQIisrS0yYMKHB2ltfavO6U1JSxOzZsyss27Ztm+jWrVuDtLWmavOa/H6/aN26tXjooYcC96+66ipxwQUXNGiby9Sm7V6vV/Tr10/cc889QgghPB6PGD9+vLjyyisbsskV7NixQ4wePVrccccdIjExsdHaoTRdzT5AGjp0qHjwwQcD9/Py8oSu62LFihWV1k1KShJffvllhWXTpk0TkyZNOuPtVJqv2nwHhRBi/fr1Fe4/8MADok+fPmeyiUoN1fazFEKI/fv3i+HDh4vrrrtOBUg1UNv3+FwLkGrz/ni9XhEfHy+WL1/ekE08I07nb+94d955p3jppZfOUOtOT21eU1ZWlgDEt99+G1i2cOFCERIS0iBtPVFt2r5u3ToBiH379gWWffHFF0LTNJGSktIg7T1RWlqacDqd4p133lEBklKlZj0xx+12s3HjRnr37h1YFhkZSWJiImvXrq20fu/evbnkkksqLLPb7cTFxZ3xtirNU22/gwCDBw8O3D58+DBffvkld9999xlvq3Jyp/NZAtx777288MILah5kDZzue3zXXXcxatQoxowZw3PPPYfH42mI5ja42r4/SUlJpKWlkZOTw8SJExk2bBi33HILWdUUtm2qTvd7UcbpdLJo0SKuv/76M9nMWqnta4qJiWHUqFF8/vnn+Hw+nE4nS5YsYeTIkQ3ZbKD2bT9y5AgALVu2DCyLj49HCMGmTZvOfIOrYLPZCAoKapR9K2eHZv0fOzs7G6/XS1RUVIXlUVFRpKWlnfL5WVlZrF27lvvuu+9MNVFp5k73O5iVlcXAgQPp2bMn1113HTfeeOOZbqpyCqfzWS5ZsoS4uDiGDBnSEE08653OezxgwAAuv/xyfvrpJxYtWsSiRYu4/fbbG6K5Da6278+BAwcAePnll/nkk09Ys2YNHo+H8ePH4/f7G6TN9aGu/8s/++wzLrjggkrPb0yn+3uSnJxMmzZtSExMJDQ0lE8++aQhmltBbdueWFp0OSUlJbAsNTUVoFLdSkVpKpp1gFSmqgQLp0q6IITg1ltvZd68efTp0+dMNU05R9T2OxgbG8umTZtITk5m5cqVzXrC+dmmpp+lw+HgySef5JlnnmmIZjUrtfl7eeGFFxg3bhwA0dHRzJ07l7fffpvs7Owz2sbGVNP3x+VyATBr1iwiIyMxGAw88sgjJCUl8fPPP5/xdta30/lfDvDWW29x6623nokm1VlNX5PH4+HCCy+kY8eOHDlyhGPHjhEbG8udd97ZEM2sUk3bPnjwYAYMGMDTTz+N1+uluLiYV155BUD14ihNVrMOkGJjYzEajZXOUOTm5p4yI9hdd91Fv379uOeee85kE5Vmri7fQZAHfI899hgffvghBw8ePFPNVGqgtp/l008/zcyZM4mNjW2oJp716vr3AuVnq5tjVqravj9lZ/iPL4JZlmUsOTn5DLa0ftXle7F3716ysrIYNWrUmWxirdX2Na1cuZItW7bwyCOPYDAYAsHuBx98wJo1axqq2UDt265pGsuWLSM0NJSRI0dyxRVX8OCDDwLQsWPHBmmzotRWk6+DVBcmk4lBgwaxffv2wLKCggKSk5MZPnx4tc+76667iImJ4bHHHgNgx44d9OrV64y3V2l+avsd3Lt3Lzt27OCKK64ILAsJCQGguLj4zDdYqVZtP8vVq1ejaRqfffYZQKBe25gxY5p9GurTVdv3ODMzk3feeYc5c+YElpUN8TlV6vWzUW3fn4EDB6LrOunp6YFlZfOPzqb353T/l4PsPbr55pvPdBNrrbavqWxendlsDiwru93Qw9RO5/OIiYnhjTfeCNxfvXo1sbGxDBw48Iy3V1FOS2NniTjTFi1aJOLj40V2drYQQoh58+aJvn37Cp/PJ/Ly8sSwYcPE6tWrA+vPnj1b3H333aKoqChwGTVqVGM1X2kGavMd/OGHH0SPHj1EQUGBEEKmQ73++utFp06dhNvtbrTXoEi1/T053owZM1QWuxqozXt86NAhERMTI44cOSKEEMLhcIgLL7xQTJ06tdHaf6bV9jt47bXXipEjRwqXyyWEEOIvf/mL6NWrl/B4PI3S/tN1On97brdbtG3bNvCcpqY2rykrK0tERUWJefPmBZ4/b948ERERITIyMpp024UQYvLkySItLU0IIQLHVW+88UaDt/tEKoudUp1m3YMEMG3aNNLT0xk/fjwWi4XIyEi+/PJLdF3H4XCwZ8+ewFj1zz//PDAudv78+YFtlA3ZUJTTUZvvYO/evZkyZQoXXnghwcHBFBUV0bFjR5YuXYrJZGrkV6LU5rMss3//fm6++eYKPUhvvfUWnTp1aoyX0OTV5j222Wzcc889XHnllVgsFoqLixkyZAh/+9vfGvlVnDm1/Q6+9tpr3HvvvfTr14/o6GhatmzJt99+i9F4dv37P52/va+++orhw4cTHR3dSK0+udq8ppiYGJYuXcpf//pXvv32W4QQWCwWli5dWiE7XFNsO0D79u0ZM2YMsbGx+Hw+brnllkZNPuRwOLjoootIT08nPT2dMWPGcOWVVzJ79uxGa5PStGhCCNHYjVAURVEURVEURWkKmnWSBkVRFEVRFEVRlNpQAZKiKIqiKIqiKEopFSApiqIoiqIoiqKUUgGSoiiKoiiKoihKKRUgKYqiKIqiKIqilFIBkqIoiqIoiqIoSikVICmKoiiKoiiKopRSAZKiKIrSJPn9fkpKShpt/0VFRY22b0VRFKXxqABJUZRmpXfv3gQHB6NpGtHR0Vx44YUVHl+xYgWapvHmm29WWP7cc89hs9nQdR2bzcaWLVsastkBU6ZMISoqCk3TePfddxulDaejvtt9+PBhhgwZwu+//173xp2mKVOm8NFHHzXa/hVFUZTGoQIkRVGale3bt/Poo48CMH/+fL7//vsKj69atQqAlStXVlg+Z84cvv/+ewYPHkx6ejr9+/dvmAaf4JtvvmHx4sWNsu+aePzxx9E0jcOHD1dYXp/tTktLY+TIkVx//fWN9jkAvPXWW9x///18+OGHjdYGRVEUpeGpAElRlGZn3LhxQHkwdLyVK1cSHh7OqlWrEEJUeGzVqlWB5yqN54477iAxMZG77rqrUdvRpUsXHn/8cWbNmkVaWlqjtkVRFEVpOCpAUhSl2Rk4cCARERGVeony8/NJS0vjj3/8I1lZWezYsaPC46tWreKCCy5oyKYqJ9i5cydLlizhgQceaOymAHDTTTdhNBr55z//2dhNURRFURqICpAURWl2DAYDo0aNIjk5mYMHDwaWr169mtGjRwd6iY4PoPx+P+vXr2f48OEA/Pjjj/zhD3+gffv2xMTE0KZNG+655x6Ki4sDz5k0aRJBQUFomobNZgvMa9qyZQs2mw2j0UhMTAwbNmwAwOl08uijj9KhQweioqJo1aoVt912G1lZWTV6XX6/nxdffJFu3boRFRVFXFwc06dPr/Aa//a3v2Gz2dA0jRtuuIHPPvuMfv36ER4ezpAhQ9i0aVOl7WZlZXHttdfSokULEhISGD9+PDt37kTTNKxWKzabjf3799O7d2/+8Y9/ADBo0CBsNhs2m43c3NxK7Xz88cfp1KkTLVq04PLLLyczM7NGr/GTTz4BqNSTd9555xEaGlpheN+RI0ew2WyYzWbatWsXWPf999/HZrNhMBgYM2YMP/74I0OGDCE8PJzBgwcHPo8XX3yRTp06ERMTw4033lhlQgiz2cyIESP473//W6P2K4qiKM2AUBRFaYZeeuklAYg333wzsGz27NnirbfeEpmZmULTNDFlypTAYxs3bhRjxowJ3L/iiivEmDFjRFZWlhBCiK1bt4o2bdqIq666qsJ+5syZIwCxdevWCsszMzNFdHS0sNvtQgghfD6fmDBhgmjVqpXYtGmTEEKI/fv3i169eokuXbqIoqKiwHN/+OEHAYh33nmnwjZnzpwpwsLCxHfffSeEECI9PV2MHTtWxMbGiqNHj1ZYFxDdunUTf/3rX4XL5RJ5eXli8ODBIiYmRjgcjsB6LpdL9OnTR7Rp00b89ttvQgghkpKSxJAhQwQgZsyYUWG7//d//ycAcejQoUrveVm7+/TpIz777DPh9/vF7t27RXR0tLj44osrrV+VMWPGCJvNVuVj1e179OjRIjExsdL6iYmJon379mLWrFnCbreLwsJCMXToUBEbGyveeOMNsWTJEuH3+8W6deuEwWAQf/3rX6vc75///GcBiJSUlBq9BkVRFOXspnqQFEVplqrqJVq5ciXjxo0jNjaWXr168dNPP+H1eoHK8486duzI3//+d2JiYgDo27cvc+fO5bPPPmPfvn2B9W644QYA3nvvvQr7//DDD7n88suxWq2B+ytWrGDevHkMGDAgsI8XX3yRvXv38tprr5309axZs4Z///vf3HfffYHMfHFxcbzxxhtkZWXxzDPPVHpObm4uTz75JGazmcjISG699Vays7P55ZdfAuv8+9//JikpiTlz5tC9e3dAZgKsy/yfDh06cOWVV6JpGl27dmXKlCksW7YMt9t9yufu27ePuLi40973iVJTU5k3bx5Wq5WwsDBuvfVWsrKy+P7777n00kvRNI2hQ4cybNgwPv/88yq3YbPZANi7d2+9tUtRFEVpulSApChKs9SrVy9atmzJDz/8AMjMaC6Xi/bt2wMygCoqKgoMtzpx/tFzzz3HwIEDK2yzc+fOAOzevTuwrGvXrgwePJgPP/wQj8cTWP7uu+8yY8aMwP1PP/0UgAkTJlTYZlmwtHz58pO+nuqe36lTJ8LDw6t8fv/+/TEajYH7bdq0AaiQcODLL78E5HDB440ZM+ak7TmZ888/v8L9Vq1a4fV6yc7OPuVzc3JyCAkJOe19n6hTp05ER0dXaAtQ6bNt3bo1R48erXIbZe3Jycmpt3YpiqIoTZcKkBRFaZY0TWPMmDFkZGSwc+dOVq1axdixYwOPH9/D5PF4SEpKYvDgwYHHU1NTueuuu+jZsydxcXHYbDauvPJKgEpzbm644QaysrJYunQpAElJSRQXFzNixIjAOvv37wdkQFQ2d8dms9GtWzdCQkIqbfNEZc+/7LLLKjzfZrMhhCAvL6/Sc8p6v8qYzWaACj05hw4dAiA+Pr7CumW9JqejJvutjtvtrhDU1dWJbTGZTFUuN5vNOByOKrdR1p6atF9RFEU5+9XffyFFUZQmZty4cXz66aesWrWKbdu2VSgaO3r0aAwGAytXrmTs2LH069cvcCBcVFTE0KFD0TSNxYsX079/fzRNY/Xq1RWCrDJ/+MMfuO+++3j33XeZOnVqpd4jIJBS/MCBA6fVQ1L2/NWrV9OjR48aPUfXT30OrGy74oSU53VRk/1WJzg4uEJPXE34/f5qH9M0rVbLq1IWGAUHB9eqXYqiKMrZSfUgKYrSbJUNmVu1alWlOUbh4eEMHDiQX375ha+//rrC8LqVK1dy5MgR7rzzTgYMGHDKg+kWLVowdepUvv76a9LT0/n444+5/vrrK6zTpUsXQPZMnej3339n+/btJ93HyZ6fkpISGCpYWx06dAAgPT29wvIT7zeU+Ph48vPzT7pO2byxMjXNAni6ytqTkJBwRvejKIqiNA0qQFIUpdnq1KkTbdu2ZdmyZYSEhFQaNjZu3DjcbjevvvpqheApKCgIqNzLcOTIkWr3NWPGDDweDzNmzKB79+4kJiZWePzqq68GYMmSJRWWCyG45ppr+P7770/6Wqp7PsBdd93FBx98cNLnV+eSSy4BCAwPLLN69eoq1y/r/SoLUv7zn/9UWZD3dPXo0aPKIPB4xz+elZXFgQMH6m3/VTl69Ci6rtOtW7czuh9FURSlaVABkqIozdrYsWNxuVyV6upA+Twkk8lEnz59AsuHDRtGfHw8CxcuZM+ePYDMrvbUU09Vu59JkyZhs9lYsWJFILPd8aZPn85FF13E888/z5o1awCw2+088MADOJ1OZs6cedLXMWLECG677TbeeecdvvjiC4QQeDweXnjhBX799VcefPDBU74XVZk5cya9evXiueeeY9euXQBs37692oCra9euAOzatQuXy8Wzzz5LQUHBae27KhdccAGFhYUkJydXu87ChQtxuVzY7XYefvhhWrduXW/7r0pSUhKDBg0iIiLijO5HURRFaSIaMcW4oijKGff+++8LQCxevLjSY3a7XQQFBYlp06ZVeiwpKUlMmDBBREZGig4dOogJEyYEaiuFh4eLiRMnVnrOAw88IEJCQkRxcXGVbXG5XOKJJ54QHTt2FLGxsaJ9+/bi5ptvFqmpqYF1Jk+eLFq0aBHYT79+/QKP+f1+MX/+fNGjRw8RHR0tEhMTxdVXXy327NkTWOeNN94QcXFxAhAWi0XExcUJIYS4++67K2z3+PZnZGSI6dOni4iICNGqVStxySWXiIMHDwpA3HjjjRVeg8/nEzNnzhSxsbGiVatW4pZbbhE+n0/ccMMNFbZ/+eWXCyGEGDhwoAgJCRGAiImJEU888USV702Z7OxsYbVaxUsvvVTpsbI6SH369BHh4eGiR48e4rvvvhOjR48Wuq6LuLg48eGHH4qlS5eKuLg4oeu6MJlMIi4uThw6dEjceeedFdo4depU4fV6RVxcnLBYLAIQcXFx4o033gjs89ixY8JkMonXX3/9pO1WFEVRmg9NiHqcmasoiqI0CxkZGdhsNh566CGef/75Bt33k08+yeuvv87+/fsDdaQAHn/8cZ544gkOHTpEu3btGqQt99xzD99//z3btm0LZMBTFEVRmjc1xE5RFOUcN2LEiEqJD8qKyY4aNarB2zN37lyGDBnCFVdcgcvlavD9l3n33Xf57LPP+OKLL1RwpCiKcg5RAZKiKMo57tdff2Xu3LmBYCQpKYk5c+YwatQoJk+e3ODtMRgMfP755wwfPpykpKQG33+ZDRs2sH79+kAGQUVRFOXcoOogKYqinOOeffZZvvjiCzp06IDD4SAsLIyrrrqKJ554ok41jepC13Xmzp3bKPsu8+qrrzbq/hVFUZTGoeYgKYqiKIqiKIqilFJD7BRFURRFURRFUUqpAElRFEVRFEVRFKWUCpAURVEURVEURVFKqQBJURRFURRFURSllAqQFEVRFEVRFEVRSqkASVEURVEURVEUpZQKkBRFURRFURRFUUr9PxkGizC9XsB9AAAAAElFTkSuQmCC", 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", 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usGvXriu2v/322wFYuXJlqfr/71oqIYQQQgghLicBUr7KVsUuMzPTsTanf//+Tuv34n5BRaXtaTT2Pw7p6elX7Gf//v1YLBbuueeeIs9brVYWLlxY7OzRqVOnmD17dpHnXF1dAUhJSXEce/vttzGbzaVqe9G5c+cKHYuPjwegRo0aRV5bCCGEEDc/SbETJbkhAqSoqCiaN29OZGSk41HUfjtgnyH46quv6Nq1K927d6dFixY8++yzV9xLqDKl2NlsNp577jkuXLjAlClT8Pb2dlrfQUFBVKtWjePHj3PhwoUC5y5uENuqVSvHsQ0bNjB48OBC/cybN49q1aoxcODAIq+zatUqLly4wMMPP1zk+TNnzvDWW2+Rl5dX4Liqqo6CEJdX05swYQL79u0r1M+mTZsAaNGiRZHnLp8xMpvNrFmzhqpVqxZ4j0IIIYS4tUiKnSjJDREgAUybNo2NGzc6HlOmTCmyXVZWFi+++CJz5sxh/fr1bN26lb179/Lkk09e5xGXndVq5Y8//qBXr1589913TJs2jSeeeMLp15k0aRI5OTkMGzaMxMREwF644eWXX8bT07PANyppaWksWrSIRYsWAWAymZg5cyZff/013377LUajschrfP3119x77734+voWO44LFy7w+OOPO6r0paen88orr/Dnn3/y9NNPU7du3QLtn376afbv3w/Yg5358+czffp0mjVrxqOPPlqo/9TUVN5++21yc3Mxm828+eabJCYmMmXKFLRabRk+MSGEEEIIcau4YQKk0tLr9URFRTlurt3c3Bg8eDDLly932vqTvLw8QkJCGDFiBHCpzPflsyETJkxwlPmOjo4mJCSECRMmFHsuODiY4OBgXnzxRZo2bcqxY8cc/ZfG6dOnC5QWv9hvSEgIp0+fLtB20KBBrFq1ipycHOrWrYuPjw933HEHLVu25M8//6RBgwaOtg0aNKBfv36MHj0aPz8/ateuzR9//MGuXbsKbeZ6UWpqKr/++muJxRnat2/PggULSEtLo0OHDgQFBREeHs6ff/7JF198USj9bu3atTRt2pQBAwYQHByMv78/H330EaNGjeKPP/5wBGrPPvssbdq0AeCZZ57BxcWFJk2aEBgYyPLly1m0aFGxs15CCCGEEEIo6g2waj0qKop///2X6OhoLBYLzZs3JyoqioCAgFK9fvLkyXz++eeFAgWwz1p4e3szfPhw+vbtW2nS7IQQQgghRPlYtWoVy5YtY+bMmaSlpeHl5VXRQxKVyA0RIM2fP5+MjAyef/55VFVl+PDh/PHHH+zduxeDwVDia1VVpW3btgwbNoznn3++0PmLAZL8cgghhBBC3DrkHlAU54YIkP4rNTUVX19flixZQr9+/Ups+8knn7BlyxaWLFlSZOU2+eUQQgghhLj1yD2gKI6uogdwNXx8fPD29ubkyZMltvvuu+9Yv349P/zwQ5HB0eXGjBnjmI3q1auXpNoJIYQQQtxkVq1a5djWxWQyVfBoRGV1Q8wgvfrqqwWq1mVlZeHp6cm3337LQw89VORrFi9ezP/+9z+WLl2Ki4sLJ06coFq1ari4uBRoJ98eCCGEEELceuQeUBTnhqhit3TpUlauXOl4/sEHH1C1alX69OkDwIwZMxg0aJDj/OLFi5k1axbz58/HbDaTmZnJu+++69gkVAghhBBCCCGKckOk2L3//vtMmjSJSZMmkZubS1BQEGvXrsXT0xOAs2fPcvToUQASEhIYPHgwVquVoKCgQv0UZ8yYMVLFTgghhBDiFnCxip0QRbkhUuzKk0yvCiGEEELceuQeUBTnhkixE0IIIYQQQojrQQKkfGPGjHFUNRFCCCGEEDevVatWMWbMmIoehqikJEDKN3HixHJbf7Rp0yYURWHWrFnl0v/1sH79eiIjI1EUhfnz55f6dadPn0aj0fD6668XOnf48GEiIyMxGo1ERUU5b7Dl7Oeffy7yM5g1axbVq1cnOzv7+g9KCCGEEKXWq1cvJk6cWNHDEJWUBEjXwZw5c9BqtcyZM6eih3LVunfvzsaNG8v8urlz56LRaPj6668xm80FzjVs2JCNGzcSEhLipFFeH8UFSEFBQdStWxed7oaofSKEEEIIIYogAVI5S0lJYcuWLYwYMYK9e/eye/fuih7SdWO1Wvn2228ZN24c58+f55dffqnoIZWr/v37s3r1aseGw0IIIYQQ4sYjAVK+8lqD9M033zBw4ECee+45FEUpchZpzZo1dOrUifbt29OlSxcGDBjA6dOnAUhLSyMyMhIfHx+GDBnC+++/T+/evQkODqZ58+YAWCwW3nvvPRo3bkz79u1p3LgxUVFRWCwWxzWOHj1K79696dy5M926daNTp0589tlnBcYxa9YsmjVrRvv27WnUqBEjRowgKyvrqt/777//Tps2bRgxYgTu7u4lzqDl5uby4osv0qNHD6pVq0a/fv1ISEhwnI+Pj2fgwIF06NCBbt260a5dO8aNG1egj++//542bdrQtm1bGjVqxNChQzl//nypPsfXX3+d+vXroygKS5cupWfPnrRu3Zo6deoUmC0aPHgwK1euZO/evURGRhIZGcnKlSuZPn06zZs3R1EUx/93YN/U+OWXX6ZRo0a0b9+eZs2aFfjcFy9eTPv27VEUhf/973888sgjdOrUifr16/Prr79e9WcvhBBCiOLJGiRRIvUWl5aWpgJqWlpaufTftGlT9fjx46qqqmpkZKTq6empZmZmOs6vXbtW1el06vLlyx3HXn/9dbVq1apqenq641jXrl1Vb29vdcOGDaqqqurJkyfVzp07q6qqqsOGDVMjIiLUuLg4VVVVNTY2Vo2IiFAfe+wxx+ubNWumvvnmm47nv/zyixoREeF4/u6776peXl7q4cOHVVW1fy6tWrVSu3btqtpsNkc7QP3qq69K9d7vvvtudc2aNaqqqurQoUNVRVHUU6dOFWoXERGh+vv7q3///beqqqqamZmptm/fXu3QoYOjzb333qsOGjTI8fzvv/9WNRqN4/nXX3+tarVadfPmzaqqqmpeXp7ap08ftX79+mpWVpajXUmf41dffaUC6pAhQ1SLxaKqqqouWbJEBdSVK1c6+hgyZIjatWvXQu9jw4YNKlDgPXbv3l1t1aqV48/X4cOHVS8vL3Xs2LGONqdOnVIBtWfPnmp2draqqqo6efJk1cfHp8DYhRBCCOE85X0PKG5cEiCV4y/H9u3b1cjISMfzBQsWqIA6d+5cx7EuXboUCARUVVXPnTunAurnn3/uONa1a1fHjfzl/v33X1VRFPWDDz4ocHzy5MkqoB47dkxVVVX18fFRH3vsMdVkMqmqqqpWq1Vdt26dqqr2gMTV1VV95plnCvSxePFiFVBXr17tOFbaACkmJkatU6eOI7jasmWLCqhvv/12obYRERHqQw89VODYxcBk7dq1qqqqavPmzdUePXoUCBguBl+qqqrVqlVTe/XqVaCPnTt3qoD6xRdfOI4V9zmq6qUA6ejRowWON27cuMBrShsgrV+/XgXURYsWFWj33HPPqUaj0REAXwyQLv9c//77bxVQ9+7dW+RYhRBCCHFtJEASxZEUu3zlkWI3Z84cnnrqKcfzfv364evrWyDVbPfu3fz777+OdK3IyEgefPBBIiIiSExMLNBf9erVC13jr7/+QlVV6tevX+B4gwYNHOcBpk+fztKlSwkNDeXJJ59kzZo1REZGAvZqcjk5OcX2cTXrpr788kuGDh2KoigAdOrUiQYNGvDVV19htVoLta9Zs2aB53Xr1gVg//79AEyaNIn9+/dTpUoVHn74YX788Ue6du0KQGJiImfPni31+Iv6HK80lgMHDpT4mqJcvG5R48rNzeXgwYMFjoeHhzt+9vb2BiA1NbXM1xVCCCFEySTFTpREym3lmzhxolN3Uc7IyODnn3/m2LFjfPHFF47jbm5u7Ny5kwMHDtCkSRMURaFdu3alWm+i1WoLHVNVtci2/z3+2GOP8cADD/DLL7+wePFi+vTpQ48ePVi+fHmp+ygtm83G119/TUBAAKtXr3YcN5lMxMbGsnz5cvr27Vuqvi4GWL169SI6OpoVK1awePFiHnnkEerVq8eWLVvKPM6iPsfyUNbP9fJxXXzfV/v/gRBCCCGK16tXLzp06MDMmTMreiiiEpIZpHLy7bffMmzYMLZs2cLGjRsdjxUrVgA4ZpFat27NoUOHCt0Ijx8/vlRltVu3bo2iKBw9erTA8YvPW7duDdhndDw8PBg8eDC//vorP/74I6tXr2bfvn00btwYV1fXYvto06ZNmd77mjVraN68OTt27Cjw3nfs2IHBYCiyWMPJkycLPD927BgATZo0AeB///sfWq2W++67j0WLFrFjxw727dvH6tWrCQoKIiIiotD4jxw5clXj/+9Yjh8/7hgHgEZz6dfGYrEUW8ji4nWL+lyNRmOBPoUQQgghROUgAVI+Z6fYzZ07lyeffLLQ8SZNmtCuXTsWLFhAbm4uUVFRnDlzhtmzZzvarF27lnnz5jmq1JWkZs2aDBs2jNmzZxMXFwfYK77NmjWLxx57jDp16gDw5JNPsmfPHsfrLBYLbm5u1KhRAzc3N958800WLVrkCCrS09P58MMP6dq1Kz169CjTe/9vauFFAQEB3H///SxfvpzY2NgC537//XdHOl1WVhZTpkyhQ4cOjmuPHTuWZcuWFRi/Vqt1pK+99957rF27ls2bNwNgNpt57733qF+/PoMHDy7T+KdPn47NZgPgxx9/5ODBg7z99tuO81WqVCEpKQmAH374gccff7zIfrp160aPHj34+OOPSU9PB+xB28KFC3n99dfx8PAo07iEEEII4RySYidKVFGLnyoLZy/QS05OVrt06aLq9Xq1a9euanJycoHzI0eOVMPDw1VAbdmypfrbb7+p69atUzt37qw2btxY7datm3rvvfc6CgVYLBZH5bXg4GC1a9eu6u7duwv0aTab1aioKLVhw4Zqu3bt1IYNG6pjx45VzWazo83YsWPVFi1aqLfddpvatWtXtWvXruqmTZsK9PPZZ5+pTZs2Vdu2bas2aNBAffHFF9WMjAxVVVV13bp1ateuXVVArVevnjp69Ogi33/Pnj1VvV6vdunSRT106FCBcx9++KFap04dFVAbNmyofvbZZ2rXrl1VFxcX9eWXX1Yff/xxNTIyUg0LC1Pvv/9+NT4+3vHaGTNmqG3btlW7dOmiRkZGqh06dFCXLl1aoP/vvvtObdWqldqmTRu1YcOG6mOPPaYmJCSU+nO8WKRh7dq16l133aW2atVKrV27tvrll18WaHfq1Cm1VatWaocOHdS2bduqu3fvVqdNm6Y2a9ZMBdR27dqp3333naqq9gIYI0aMUBs0aKC2bdtWbdKkiTp9+nRHX7/99pvarl07FVCbNWumLly4UN24cWOBY6WtGiiEEEKI0pMiDaI4iqre2osc0tPT8fb2Ji0tzalrkMSNZ/78+QwbNkzW/QghhBC3ALkHFMWRFDshhBBCCCGEyCcBUr7yKPMtbhyvv/46kyZNAiAyMpJNmzZV8IiEEEIIUV5kDZIoiaTYyfSqEEIIIcQtR+4BRXFkBkkIIYQQQggh8kmAlE9S7IQQQgghbg2SYidKIil2Mr0qhBBCCHHLkXtAURyZQRJCCCGEEEKIfBIg5ZMUOyGEEEKIW4Ok2ImSVPoUu6ioKH7++Wd8fHwcx1q1asWUKVOKfc2sWbOYM2cOrq6u+Pj48H//93+Eh4cX2VamV4UQQgghbj1yDyiKo6voAZTGtGnTiIyMLFXbpUuXMn78eA4cOEBAQADvvfce9957L7t370ajkQkzIYQQQgghRPFuuojh448/5pFHHiEgIACAl156iX379rFu3boSXycpdkIIIYQQtwZJsRMluSECpHnz5hEZGUnnzp154YUXSEpKKrKdyWRi165dNG3a1HHMx8eHiIgItm7dWuI1Jk6cSK9evZw6biGEEEIIUfn06tWLiRMnVvQwRCVV6QOk6tWr07ZtW9atW8fGjRsxm83cdtttmEymQm2TkpKwWCz4+fkVOO7n50d8fPz1GrIQQgghhBDiBlXp1yANHTq0wPPJkyfj6+vLsmXL6NevX5GvURSlVMeEEEIIIYQQ4nKVPkD6Lx8fH7y9vTl58mShc4GBgeh0Oi5cuFDg+IULFwgJCSmx3zFjxmAwGAD7tKuk2wkhhBBC3FxWrVrlWHNeVDaSEHADBEivvvpqgZLeWVlZpKenF1m2W6/X06ZNG/bv3+84lpaWxpkzZ+jUqVOJ15k4caKUeBRCCCGEuIld/iV4eno6M2fOrOARicqo0q9BWrp0KStXrnQ8/+CDD6hatSp9+vQBYMaMGQwaNMhx/rXXXmPBggUkJyc7zjdt2pQePXpc34ELIYQQQgghbjiVfgbp/fffZ9KkSUyaNInc3FyCgoJYu3Ytnp6eAJw9e5ajR4862j/wwAMkJCTQs2dPjEYjPj4+/Prrr1fcA2nMmDH07dtXUuuEEEIIIW5yq1atYtmyZRU9DFFJKaqqqhU9iIokuygLIYQQQtx65B5QFKfSp9gJIYQQQgghxPUiAVK+MWPGOKqaCCGEEEKIm9eqVasYM2ZMRQ9DVFKSYifTq0IIIYQQtxy5BxTFkRkkIYQQQgghhMgnAVI+SbETQgghhLg1SIqdKMk1pdiZzWZOnTpFSkoKLi4uBAUFERwcjFardeYYy5VMrwohhBBC3HrkHlAUp8z7IMXGxjJv3jx++eUXDhw4gEajwc/PD4vFQmpqKhqNhpYtW3L//ffzzDPPyB84IYQQQgghxA2j1Cl2ubm5vPzyy9x3331oNBo++eQTLly4QG5uLnFxcZw/fx6TyURcXBzvvPMOKSkpdO3alSlTpmC1WsvzPQghhBBCCCGEU5QqxS4uLo5nn32Wp59+mrvvvrvUnVssFhYsWMDvv//Ol19+iaen5zUNtjxcnF4dPnw4ffv2pVevXhU9JCGEEEIIUY5WrVrFsmXLmDlzpqTYiUJKFSC9/vrrjBkzBh8fn6u6yNmzZ/nmm2946623rur15UnyT4UQQgghbj1yDyiKI/sgyS+HEEIIIcQtR+4BRXGkzHc+KfMthBBCCHFrkDLfoiQygyTfHgghhBBC3HLkHlAUR2aQhBBCCCGEECKfUwMkq9XKgQMHAPjrr7+c2XW5kxQ7IYQQQohbg6TYiZI4NcXOarUyePBgpk2bxpgxY/jyyy+d1XW5kelVIYQQQohbj9wDiuI4bQbp4MGDfP3113Ts2JH777+fTp06MX/+fGd1L4QQQgghhBDlTuesjkJCQmjevDn//vsvNWrUoHr16vj6+jqreyGEEEIIIYQod06bQQoICKBRo0YsWrSIL7/8ks8++4yWLVs6q/tyJ2uQhBBCCCFuDbIGSZTE6WW+09LS8Pb2JjU1FR8fH2d2XS4k/1QIIYQQ4tYj94CiOKWeQdq8eTP//vsvFoulxHbe3t4AN0RwJIQQQgghhBCXK/UapMjISDp16kSLFi3o0KEDgwYNKs9xXXdjxoyhb9++9OrVq6KHIoQQQgghytGqVatYtmxZRQ9DVFKlTrFr2LAhhw8fLu/xlGjgwIHs3LmT06dPF9smOTmZV155hUOHDuHu7o6qqkyePJmOHTsW2V6mV4UQQgghbj1yDyiKU+oUu2bNmpXnOK5o/fr1rF69+ortXnrpJU6ePMmOHTvYvHkzAwcOpE+fPmRkZFyHUQohhBBCCCFuZKUOkFxdXR0/L1myhKFDhzJt2jT27t1bHuMqwGw2M3r0aEaNGnXFtvv27aNTp07o9XoAunfvTmpqKseOHSvxdVLFTgghhBDi1iBV7ERJSr0G6fJMvP79+9OyZUsaNGjAk08+ibe3NxMmTEBRlHIZ5CeffMKAAQMIDAy8YtsHHniAX375hTFjxuDt7c13331HYGAg9erVK/F1EydOlOlVIYQQQohbQK9evejQoQMzZ86s6KGISqjUAZLNZivwvGbNmvTo0aPc/2DFxsbyww8/sG3bNhYuXHjF9u+99x7p6elEREQQGBiIm5sbGzduxNPTs1zHKYQQQgghhLjxlTpAWrp0KR4eHtx555306NEDNzc3QkJCimx77NixK87YlNbIkSP54IMPHClzV/Liiy+yc+dOTp48iZ+fHwsWLGDQoEFs2LABPz+/Yl83ZswYDAYDYP9WQarZCSGEEELcXFatWuVYUmEymSp4NKKyKnUVO1dXV4xGI2lpabi4uNC5c2dSU1OZNm0arVu3xsXFxdH24Ycf5ttvv73mwa1fv57Zs2fz/fffAzB//nyioqKKrWKXnZ2Np6cn8+fP59FHH3Ucr1WrFkOHDuWdd94p9BqpYCKEEEIIceuRe0BRnFLPIN133318++237Nmzhw0bNrBx40aOHz9Oly5dMBgMtGzZki5dutCxY0dOnDjhlMGtWLGC06dPExkZCUBCQgIJCQlERkbSqlUrpkyZUqC9xWLBZrM5ZoIuMhgMXLhwwSljEkIIIYQQN7jsbDQVvH2NqLxKPYO0fv16unfvXuCYzWZj165djoBp69atZGVloSgKVqvV6YMtagZpxowZbNu2jUWLFgHQtWtX3N3d+eWXX9Dr9WzevJlu3bqxfPnyItPm5NsDIYQQQohbR/aB3Xy55mX2B2cz55G/5R5QFFLqMt//DY4ANBoN7dq1Y/To0axcuZKUlBQ2b95M9erVnTlGAO6++24mTZrkmEFasmQJAGfPnuXo0aOOdosWLcLf35/27dvTpUsXXnnlFb788ssrrimSMt9CCCGEEDe3+BULiPrzWbaGZ5KqNVf0cEQlVeoZpLIYOHAgixcvdna35UJmkIQQQgghbnJWK/u+epuZ7qvJdgG93kjfao/Rr/mzcg8oCin1GqSyePPNN8ujWyGEEEIIIcpETU3l9y+f4vuIk9gU8DP480qnafhrw4BnK3p4ohIqdYpdWTRv3rw8ui1XkmInhBBCCHFzMf1zlM/n38d31e3BUV2P+oy/YzHH/4xmzJgxFT08UUmVKsXu4YcfpmHDhjz88MPUrFnzeozrupEUOyGEEEKIm0/yxl+Zdux9TgVaQaOhe1AvHu0wDh06TPtM5Pybg29/X7kHFIWUKsVu4cKFbNq0iQ8++IDY2Fj69OnDwIEDCQgIKO/xCSGEEEIIUXo2G8cXTmaasoT0QNDo9Ayp+yI96g9GNankbMjBEm1BtTp9Gb64SZS5SIPJZOK3335j8eLFWCwW+vfvz3333Yerq2t5jbFcXZxBGj58OH379r1itTshhBBCCFFJZWez/ovn+DrsIFYNeOq9eKndRzQIao0tzUb26mxsaTbS09LZcX4HAz4cIDNIopBrqmKXlpbGDz/8wM8//4y/vz+DBg3ijjvuQKMpl6VN5UJS7IQQQgghbnyW6DMs/P5J1tS4AEA11whe6fY5gcZgLLEWctbnoOapoAXX21zJCcyRe0BRJKeV+Y6JieHbb79l9erVNGrUiMGDB9O2bVtndF2uJEASQgghhLixpf+5gU93v8nREDNoFNr5deapzpNwUVwwHzKTuzMXVFDcFdxud0MbqJV7QFGsctkH6eDBgyxYsIBdu3bRpUsXBg8eTJ06dZx9GaeQXw4hhBBCiBuUqnJmyUw+yfqKJC9QdDoGVB9K3ybPgg1yt+ZiPm7fEFYbqMW1pysaNw1JZ7ez9/hxevYcKveAopByCZAut2nTJhYuXEhGRgaLFi0qz0tdFVmDJIQQQghxAzKZ2PnFK/xf0A5MOnDVu/N8i/doERaJLcdGztocrOesAOhr6zF2MaJoVHbvXMrEPdXItBhYM6KFBEiikHIPkCo7mUESQgghhLix2M6fY8k3T/BrjXgAQlyqMLLrTEI9IrAmW8lZk4Mt0wYKuLRxwdDEAJYcfl23lHlnWmBTFQw6LT89VV/uAUUhTq+mkJyczIkTJ5zdrRBCCCGEEJhPHmfGogH24EiBpj6teLfXd4R6RGA+ZSZrWRa2TBuKXsHtDjdcmrpgyU5gxs+/Med0S2yqQv0AmH5PSEW/FVFJlWofpNIaP348K1euJC4uDrPZTFRUFE8++aQzL1FuxowZIyl2QgghhBCXs9kgNRUSEiAhAVtCPGnJZ0hKjybDlErdxnfh0f9RUJTrMpysfTuZunUEx8LNoNXQp2p/BrYahYJC3p488vbkAaDx0uB6hytaHy1p5w7wwaqzHMxuDIpC9xpa6tlOM/m9WddlzOLG49QUuzlz5vDUU08BcObMGWbPnk1QUBCvvPKKsy7hdJJiJ4QQQohbVm4unDvnCICsCXGkpJwlMTOW5LzzJNpSSPKwkOQNSd6Q7AUW7aWXe2XDS3EdqP/iR1DOe2Je+ON3PjwWRYyfDY1Ox5C6L9k3fzWr5GzKwXLaAoCuqg7X7q4oLgpnj63nvS06EswBKBotQ1u68kCraiiK3AOK4jl1BsnV1ZX09HS8vLyIiIjggw8+4PPPP3fmJYQQQgghbm0mE2zfjnnNSjJT4rBixapasWDFig0rVizYsGDBqtqwKpeO2X+2/9es2EjT55HkDYnekOwNyQFgCyzmujot6PWg06Po9WjNVtJJY2Kt7Qz+sD93PPF/KGFh5fKWY3+bz+TkGVzwA73OheebjaNNRC9sGTay12Rju2ADwNDYgEtbFxRFZdeOJXy4vxY5NiOueoXXugXQrqZ/uYxP3FycGiDt3buX0aNH061bNzp37kyDBg0KbBp78uRJatas6cxLOo2k2AkhhBCi0rLZYO9erCuWc+if1WytkcXuJpCnd1L/GgV0ensApNeh0Rvw0/gS4BJEgHsoAT4RBLiGEKAPIEAfgL/On1RrKp9uf41TyYf4pkkCJxc+yOORH+LSrrOTBgWoKie+/ZCPle/J8gQ3nTsjO3xC/cBWWBIs5KzNQc1VQQPGTkYM9Qyo5mx+WvsjX55tiaoqBLurvHNXDaoHXJrhWrVqFcuWLXPeOMVNpdQpdps3b6Zq1apERESg0xUdV02dOpXnn3+effv2sWPHDnbs2MGhQ4fw9/enZcuWHDx4kFWrVjn1DVwrmV4VQgghRKWkqnDiBOrKFZz663e2VUlmW2NIdwMUwMMDXN3sP6MU+q9G0aBDg/bi/xQtuv/818vgi79nVQI9qxFgCHAEQH46P7SKtvix5TPbzHy1fxKbz/4GFgvVziu87PU4QYOeu/Z1STYbe+a8zme+GzDpwE/vx6iunxPuVRvTcRO5W3LBBoqrgmsPV3QhOsyZccxavoU1FxoD0DAQ3updH2/XwnXJ5B5QFKfUAZJGo6FTp060aNGCDh06MGjQoEJtEhMTWbVqFffddx8eHh6O4+fOnWPbtm18+OGHbN++3XmjdwL55RBCCCFEpRIXBytXkrjlN7Z6nmFrE4j3yz/n5obG25tGgW3pGNiN+q710Sr5QY+iu/QzOpTrVDhBVVXWR//M/w5OxZqbjXsuPB/flmbPT736dUkmExs/f4Yvw/ZjUyDUJZTXe8wlwBhM3v488v7ML8bgp8HtDjc0HhrSEg4wcXU0h7Krg6LQs5aO57rVwVBMnCf3gKI4pQ6QGjZsyOHDh6/pYsePH6du3brX1IezyUaxQgghhKhwKSmwZg0Z63/nT9tBtjaG4xeX8xhdwMub6v4N6RR8O+292uOr863Q4RblRPphpu94jdTMcyhA/yNB3DNkTpnXJanp6fw6Zyg/1DgDQB33uozs8QUeWg/ydudh2mcCQBemw7WHK4pe4czRtby31YVzZn8UjZZhrdy4v2V4sZNYF1PsZs6cKQGSKKTUAdKgQYNYtGhReY/nupNvD4QQQghRIbKyYPNmzKt+5+/knWxpZGNfbbBqsK8F8vYiwCeCjlV60tGrI2Eu5VMAwZlSLal8uu1VjifvA1Wl9WkDz3SchGv7rqV6ve1cAt8sfIw11ZNBgRY+bXih63QMioHcLbmYj5kB0NfSY+xqRFFU/tyxhI8O1HYUY3i9ezBtavhd4UpyDyiKV+oiDa6XTZEuWbKE3377jebNmxMZGUnz5s3LY2xCCCGEEDcHqxX+/RcOHoSDB8k8vp8TltPsrqeyqx1kuwBaLXh54eYdRPsqPejo3Ym6rnXRKIXXz1QU1axiTbJiTbRiS7Ohq6pDV+NSOp+Pzoc3u8xm0b6prD67lN3VTcQeHMnLp4ZS9aEXSlyXZD55nM+XPcmf1bNAo9A1sCePd3wfjU1DzvpLZbwNDQ24dHABSzY/rvmJ+dEt8osxwLjeNajmb7wun4W4eZU6QLp8oql///60bNmSBg0a8OSTT+Lt7c2ECROuW66rEEIIIUSlpar2fYUOHYKDB7EdPEB00mH+DTRxIgxOVIWExvltNQp4eqLz8qVFcGc6+nahuXtz9Bpnlae7eqqqYku1YT1vD4is563YUmxwWe6R+ZgZXYQOYycjGjd7IKdX9DzW/A1q+jdh3v4PiPfLZpxpPs98cpA2z00rcl1S1r6dfLJ1BEfzN4C9N3wQ/Vu8AhbIWZODJc4eHLm0dMHQwoA5M56ZK7ay7kJLABoHwZu96+NtrDzBpLhxlTpAstlsBZ7XrFmTHj16MHPmTKcPqjgDBw5k586dnD59usR2u3bt4u233yYzM5Ps7GyCgoJYuHAhAQEBxb5GynwLIYQQ4qpkZsLhw47ZoYx/9vOPWwonqsI/VeHk7ZBryG9r0IPRFVxd0bt6UNu3MR18O9PWsy0eWo8SL1PebDmXgiHbeRvWRCuquYiVGApofDQoRgVrvBXLGQtZCVkY2xvR1b40m9Q5vDdhvnWZvuVlEolnevXd3PPp/fQfPAdNWLiju5Q/VvDh0bFEh9hQdDoeq/MCPRs8ipqrkr0qG2uiFQBjByOGRgZyUk8xftlh9mc1yi/GoOf5brXRX7nonoOU+RYlKfUaJE9PTx577DHuvPNOevTogZubG48//jhffvllobbHjh2jXr16Th3o+vXr6devH97e3iUGSEeOHKF3794sX76cBg0aYLPZePDBB5k6dSrVqlUr1F7yT4UQQghRZunpsHAh1vVrick6bZ8ZCoN/QyHh4vIXrcYRDOFqJMAjjNpeDajtWps6rnWoZqyGXrn+M0WqTUXNVrFl2LAmXQqGbJm2ItsrbgraIC3aQK39vwFaFL09CDKfNpO7NRc1x347qauWP5vkfmkmJ8OawawtozhwYTeoKo1jDQxvMxHP9t2I+/1/TE6cTrIX6PI3gG0b0Qtblo3sFdnYUm2ggGtXV/S19WQkHiVq+WmO5VRD0Wh5orU797YIu6qK4nIPKIpT6gDJ1dUVo9FIWloaLi4udO7cmdTUVKZNm0br1q1xcXFxtH344Yf59ttvnTZIs9lMp06duO+++/jiiy9KDJAGDhxIrVq1mDhxYqn6ll8OIYQQQpRaTg589x3nfpnP0paZ7K6Xv1mrAhiN9mDI6IrezZMaXvWp41aHWq61qONa57pVnlOtKmqWii3Thi3Dhpr5n5+zCqbJFaADbYC2QEB0ebBT5PVyVXK352L+115AQTEoGDsUnE2yqTaW7JvOr9HfgdlCYBrcn9qEb4MOkOkKrnp3RrabQoOgNtjS8oOjTBtowa2HG7pqOlLj9/POyvOcygtFo9Ey8jZvIuuHXPXnJPeAojilTrG77777+Pbbb9mzZw8bNmxg48aNHD9+nC5dumAwGGjZsiVdunShY8eOnDhxwqmD/OSTTxgwYACBgYEltlNVlZUrVzJ69GgefPBBYmJiCAwM5N13371iIQlJsRNCCCFEsUwm+PlnUr79gp8bp7DhUbDptODnB+7uBHqGUdutLnVc61DbtTbhxvBynR1SVRVbkg1rsn3mR83ID4IybahZpfru254q560pGAz5alA0ZZuOUYwKrt1c0dXUkbvFPpuUsykH3Ukdxs722SSNouHB5q9QPaAJX+x9j0TvLL7wPgCAj96X12/7nGredbAmWclemY2aq6IYFFzvsG8Ae/7sLt5em02cKRSdVsPo7v60r1X80okrkRQ7UZJSzyCtX7+e7t27Fzhms9nYtWuXI2DaunUrWVlZKIqC1Wp1ygBjY2O577772LZtGwsXLiQqKqrYGaTExESCgoLw8/Nj8+bNNGrUiHnz5vHSSy9x9OhRwsPDC71Gvj0QQgghRLGsVli+nMyvZ/NbjQRWtwGTQQN+fgQF1+O+kP40dW+Kj87nugxHtapYTlowHTJhTbrCvZYGNO4aFE8FjYfG/vDUoHjYnyvuSpmDoSuOLy9/NumfS7NJLu1d0NfRO2aTYrPOMO2Pl4jPiaGKSyivd59LoDEYS7yFnNU5qGYVxVXB7U43tP5a4k5u5a31KokWP1x0Gt65I4jm1a5cxvtK5B5QFKfUAVJpWCwWduzYwZAhQ/j333+d0ufAgQN56qmnuP3225k/f36JAVJMTAzh4eEMGTKE+fPnO46Hh4fz1FNPMXbs2EKvkV8OIYQQ4iodOABffWXfs6ddO2jfHkJDK3pUzmGzwYYN5M6ZyeqgM/zWAbKNCvj64htci/tDHuQ2n9vQKaVOxrm24WTbMB8xYzpqcqz3AdB4atB45Qc9nvYg6OLPiptSYRWGzWfy1yZl569NCtNh7HJpbVKOLYeDqXtp5N0MN60b5jNmctbngBU0Hhrceruh8dJw5th63t7sRorVC3c9RPUOo0EV59yvyT2gKI5Tf6t1Oh2dO3emdevWTulv/fr1qKrK7bffXqr2vr6+KIpC6H/+cg4LC+PMmTMlvnbMmDEYDPYSM7169ZJUOyGEEKI4eXkwezYsXGgPJADWrbP/NyzMHiy1awdt2oCnZ8WN82qoKuzYgfnzz9jgepSf74Z0d8DbB/egavSt0o87fO/AoDFcsStnsJ63YjpkwnzSfGndkMa+UaqhoQFtYBlKtzmDOR3zuW0cOHmSo4lW6vpradWqN4pn9QLN9BF6dCE6cnfkYj5hxhJjIWtJln02qa4eV40rbfw6AGA6biL3j1xQQeOrwe1ONzTuGo4fWMnYHf5kWt3xcoHxfSKoFeR+TcNftWoVq1atsl/XZLqmvsTNy6kzSBft3bvXKZvHjho1ik2bNuHm5gZAQkICp0+fpn379rRq1YopU6YUek3jxo1p27Ztgep6tWvX5pFHHiEqKqpQe/n2QAghhCiD/fshKgr17Bk2NIef7/JAa3Sj/qEMGhzNocEZCEzLn7XQaKBhw0sBU5Mm9tmmymrfPmwzP2ObaQ8/doVEb8DLC0NQKHdWuZc+fn1w117bDXppqFYVy6n8NLrES2l0ipuCoYEBfX09GtfruN9PTjzZsVvYfTKeHee92J3dhGzbpb2MGhpPMKTeeRq1uBeMQYVebjlrIWdLzqXZpKr5s0keGvIO5JG3Mw8AbZAWt15uKC4KB/b8ynu7w8ixGfF3VRnftxbV/Jy7AazcA4rilEuAVF6KSrGbMWMG27ZtY9GiRQDMmzeP119/nf3791O1alVWr17N/fffz8GDB6lRo0ahPuWXQwghhCiF3FyYNQsWLeKCh42592jY3zbAXqRAUeyzG3l5kJWFf5KJBgfTaXDSSsPTEJAGCgq4uUHLlvZUvHbtoHp1rqo+s7MdO4Y6ayZ/n9/K95EQEwh4eKANCqFHlT7c638v3jrvch+GLSc/je5IwTQ6bZAWQyMDuuo6FO11+LxUFdKPciHmT3aeusCO5Crsy22ERc2frVI0aPTuhHnaOJtqAas9wGntdpDHGudRs8m9oC94T6XmqeTuzMV8PH9tkl5BG6bFcsq+AawuTIdrD1cUHeze+SMT9tXBrOoJcbcx4Z66BHs7f8ZO7gFFca6YYjd9+nQeeeQR/P39r+oCaWlpTJo0iQ8++OCqXn/R3XffzT///ENCQgKRkZG88MIL9O/fn7Nnz3L06FFHuyeeeIKUlBTuuOMO/Pz80Ol0rF27tsjgSAghhBCl8Pff8N57qNFn+aMpLLjPneyIYHBx4Tbv26hurM7R7KMcyT5ChtGFZH/YUieYLTnZkJWF3/k8GhzOpOGZLOof/IOgLX/YA6agIHugdP/90LTp9X9fZ8/C7NkcObqK77vBia6AmxtKUBCdQnrSL6AfgYaSK+g6gzXxsjS6i1sRaUBfMz+NLug6pNHZzHDhL6LP/M3O09nsSK/D0bw2l85rdBhc3GgVqtC+VhBtwvR4ucCR81a+3h7NwXNmdmc3ZvefcNvRX3mkmZHQ+n1Ba98GRnFRcL3NFX0NvX02KUt1BEf6mnqMXY0oGpUtW77n48P2YKyal43x9zbA3/06pxGKW94VZ5DMZjOvvPIKHTt25KGHHkKjKf2U7q+//sr8+fOZOXMmVapUuebBloeL3x4MHz5cynwLIYQQl8vJgZkzYfFiUtxtfHm3lr87+IOfPz56H54IeYIWHi0czVVVJdYUy5HsIxzJPsLR7KOkW9PtJ61WyMqyB0zncqh/PI8GZ6HBGQhJUeD22+HFF6Fq1fJ/XykpMGcOZ/5YwuKuVvbXxL6HUVAgrUK6MiBwAGEuYeU6BDVPxXLWgumICev5y9LoXC9Lo3Mr5zQ6cwa289s4fuoo22NhR2YTYs2X7SukdcHL1UC7cBfa1wqgWYgGYxFfrasq/BVr4n87YjiZbAbVilaxcYfPbh5qHYJ/jZ6guRTkqKb82aQTZgwNDLi0d0FRbazd+B2fnmiOTVWo5WvjvXsb4m0sn8/gYpnvmTNnygySKKRUKXY2m41Zs2bx9ddfc/fdd9OpUyfatm1b6A9TdnY2f/31F5s3b2bZsmX07NmTN99807GGqDKS6VUhhBCiCHv2wLvvosbGsK0x/O8BD7IigsHFQCevTjwa/CgeWo8Su1BVlThTnCNgOpJ9xB4wqYDZBJlZkJ5G/aM5DNwAdc4bYOBAeOKJ8inukJcHixaR8v2X/NAmiz+agWowQFAgDYPbMSDoQeq41nH+dfPZ0m1YzlgwnzFjPWctsFmrNiA/ja5mOaXRqSrkxKFe2Me5cyc5nJDNwVQvdmU3I8V6MX1QAZ0rwZ46OlT3oH0NHxoGQmkrgdtU2HIyiwW7EohLM4GqYlDM9A34i/7t6uBZtXOBlErVptrLjFtN/Lbue2afbAlAgwCVqL4NcXcp33RCuQcUxSnTGqSMjAy++eYbfvvtNzZu3Iiqqvj4+KDRaLhw4QJWq5W2bdty55138vjjjxeqJlcZyS+HEEIIcZnsbPjsM/j+e9LcVL7sq+Wvjva1Rl46L54IeYJWnq2uqmtVVYk3xRcImNIsaZCRDufP0/KgmQc3QpjZB55+Gvr1A50TCu7abLByJbn/9xnLa5zjt45gMmohIJBqIU0ZFPwwjd0aO70ktqqq2BJtmM+asZyxYEuxFTiv6BV01XToG+rRBmmde32rCdKPYk3Zz8n4eA6fM3MkK5TDuXW5YPW5bBAa0HlQy0+hfQ1fOlR3I8L72paGWWyw5mgai/YkciHTDKi4a3J4IGQf97ZvgTHo0qwj1ly+X7mE/0Xbg6MWIfBWnwYY9eW/1kruAUVxrrpIg9Vq5dy5cyQkJGC1WgkMDCQkJASj0bkVRsqbpNgJIYQQ+Xbvhvfeg7g4djRQmT/Ag8zqwWAw0N6zPUOCh+Cpc97MjqqqHMs5xveJ33M86xikpKBJTKTzXhsPbIYAnwgYMQJuu+3q79h37cI2fRpb9Ef5oRukeCng54dvUC0GVBlEZ6/OaBTnpXGpVhVrnBXzGTOWsxZH5baLFHcFfTU9uggd2ipa580W5SVDyj5ykg9zND6Vw0l6DufV5FhebXJtLpcNQAs6NzyNOhoEamlRzY924TqusXp20UOywG8HEvlhXxqZufaS2j7adB4KP0qvDp3RuYbw9YpfWRLfHIAO4Qqj7myA4TosOZIUO1GSG6qKXXmQbw+EEELc8rKz4dNPYckS0t1U5vfR8meXAPD1w1PnybDgYbT1altul1dVlb1Ze1l8fjExOWcgMQl94gVu/wvu2QqeDVvDK69A/fql7/TkSfj0Uw5H/8HC2+FMCODtjSGoKneH3E9vv94YNc75UvfieiLzGTPWWCuqueCtlcZPY98XqJoOTYDGOTNFNjPEryYp7gCHE7I5nB7A4bw6nDZXw6Ze1r/WBbRuhHpCwxBXGlbxpmGQQlXP61dAMNMES/fE8svhHPLy9x4K1iVRy+0829IbAgrdamh4uWc9tNexerncA4riSIAkvxxCCCFuNaoKGRmQlAT//msPjuLj+bOeyvyBnqRXDwKDgTYebRgaMvS6lLgGsKk2tqZvZUniEpKz4+HceVyTM7h7O/TapWDs2QeGD7dXvytOcjL83/8Rv+knFnWzsacu4O6OEhxMl+CeDAgYgK/e95rHqqoqln8tmI6aCq0nQgFtFa1jpkjj6cS7fpsFW8xv/LHvbxYnduas6bKiFooGtK5odUZq+yk0CPWiYbCRhoHgUwkSfFJzVL778wwrT5ixWOzlvlEUetfV8WxknVKvdXIWuQcUxZEASVLshBBC3EyysyExseAjKanwsfxv8gEyXFW+6a1jW9cA8PXFXevO0JChtPds7/R1OaVhtplZm7qWX5J/ITPjPJw7h1dyLvf/Ad0Ou6Ab/Bg89ph9X6WLcnJgwQIyvv+an1rnsLY12IwuEBxEw8A2PBw8mOrG6k4Zn/W8ldztuQU3cdUr6MJ06CJ06MJ1KM4uMGCzYItdztZ9u/n23G1Em0PtU0A6T9yNLtQP1NEw1JuGQRrq+FFktbnK4lyGjYU7/mVbjJZ76ik82qHGdd8OS1LsREkkQJJvD4QQQtyobDZYsAC2br0UCGVnl+ql2S4qSd5wOkzH4r4epEUEgEFPS4+WPB7yOD46n/IdeynkWHP4/cLvrLiwgrzU83D+PEGJFgZshHbn/dE8+zz06QPLl2P+v1msrZ7ET10g210HgYGEBNXj4aDBtPBo4ZRAz5ZtI29XHuYTZscxfS09+jp6564nKnBRK7bY39m+70++PX8bZ0xhoChoDN50re3JvY08qelb+kpzlYmqVuw+wXIPKIojAZL8cgghhLgRqSp88gl8+22Rp7PctSRV9yUpzJPEKq4kBehJ9IFEDytJxlyy9VZ7hTiNFhRw07jxWPBjdPLqVCGzRiVJs6Txc9LPrLuwFtuFREhKJiLexkProfE5N3aFZ/NdDzjvp4C/P+6B1egXNIDuvt3RKdc+laJaVUwHTZj2mhzri7SBWowdjOW3iavNihq3gh37dvDtuS6cMoWDoqDovelSy5NBLTwJl9uWayL3gKI4EiBJip0QQogb0ZdfwqxZxASoHLivGUl1g0j0sJBkzCNJl0m2YoZSxDmuGleauDfhkaBH8NP7lf+4r8E50zmWJC5he8of9hmz1FT80uGCF+DjgzYwhDsCe3NvwL1X3KOpNFTVXnwhb0cetgx7iW7FTcHYxoiutq58AkmbFTVuFX/u38bChE6cNEUAChi86VLTHhhVuz5Lwm5qkmInSlIuAdK8efN44oknnN1tuZBvD4QQQtxwvv8ePvyQAzVUPn7WF2toSLHBkJvGjQB9AIH6QAL1gY6fA/QBBOgDcNeWQ33ncnY69zTfJ37P/gu7ID0DvDxp49+Zh4IeItgQ7JRrWFOs5G3PwxJnsR/QgKGJAZfmLijlsUePakONXcnu/Vv49lwnTuTV4GJg1LGGJw+38KS6j/MveyuTe0BRnHIJkEJDQ4mLi3N2t+VCfjmEEOIWZrPBvHmwbBk8+STcc09Fj+jKVqyAd97hRFWVD573xlStCn56f2oZa+Gv9y8QCAXoA3DTul25zxvU4azD7M7cTVvPttR3K0MJ8BKoeSp5f+VhOmJyVKbTRegwtjOi8SqHGtSqDTVuNXv2b+LbhI4cy6vFxcCofXV7YFTz2ovuiSLIPaAoTpkTc3NycpgwYQJLliwhJiaGnJyc8hiXEEIIUb6ys2HsWNi40f78vfcgNxcefLBCh1WiP/6AceM4G6Ty0VOemMKrUMUllHeqvYOX7ta7wWvo3pCG7g2d0pdqUzEfNZP3Vx5qnj0y0vhoMHYwoqtaDiXhrHmo8WvZd3ALC+I7cDTvUS4GRm0j7IFR7cqd8SjETavMv/HDhw/nm2++oWPHjrRq1QqDwVDgvKqq/PDDD04b4PUyZswYWYMkhBC3irg4+8aj//5rf16tGpw9Cx9+CBYLPPxwxY6vKHv2wBtvcM7LyuSnPMiuGYqfwZ83wt+4JYMjZ7LEWcjdnostJX+dkYuCS0sX9A30KM4uD5fxD3lnfmXLiURWpF4eGHnRupoXD7fwpK6/cy8pCru4BkmIopQ5xS4wMJBly5bRvn37YttUqVKF+Pj4ax7c9SDTq0IIcYvZvRveeAPS0sBggLfegp49YfRo2LzZ3uaFF2Do0AodZgFHj8LTT5OiyeK959xIbByGp8GHsdXGUsWlSkWP7oZly7CRuzMXy+n8dUYKGBoYcGnpgmJ0YmBkyYGENZz9ZwvL46qyIbMTWTY3e41rvTctwz14uIUX9QOcd0lxZXIPKIpT5hkkHx+fEoMjgNjY2KsekBBCCFEuVBWWLIGPPrKvPQoIQP3oI1ZWjWFjzDv0feteOut0sH49fPYZmM32dUkVXfL69Gl44QUy1CwmPeFKYsOqGPXuvB7+ugRHV0m1qpgOmMj7Ow/y93rVhmoxtjei9XNi2e60I+Sd/ZUtJ5JZkdaZo3lD8y/mgt7dm9tqetK7ngv1JDASolIpc4D0/PPPs2zZMvr27Vtsm379+vHTTz9d08CuN0mxE0KIm5jZbA+Mli61P2/YEPNHk/jK9hubz9tnjWYnziFl1ADu1mlRVq+B//s/++uee67igqSEBHj+eXKyU/jocRdim4WiN7jyatir1DDWqJgx3eAs8RZyt+ZiS7Wn02k8NLi0d0EX4aSy3ZYsiFvJ2X/+YEVCddZn9sifLdKAwYsIfzfurO9NZHUFT5drv5y4OpJiJ0pyVVXs5s6dy7p162jdujUBAQGF/kIZMWIEKSkpThtkeZLpVSGEuMmlpMDrr8Pff9uf9+5NxuiXmJ44m6M5RwEI1AeSaE4E4A6fnjwy6x80y1fY2z/6KLz00vUPki5cgCefxBx7ho8f0XOoSzgaoyuvhL1CC48W13csxVDN9sIGqkVFMSoorvaHxlWD4qqAjkqz6awtx0bezjzM/5jtBxQwNDXg0sIFRXeNY1RVSD1A3tllbPk3lZXpnTmSW8d+TmtEb/Tmtlqe3FnHQP2Aip+UFHZyDyiKU+YAadeuXdx9990kJiYW36miYLVar3lw14P8cgghxE3s+HF49VWIj7fflb74IrEPdmdK7FTOm8+joDAoaBB3+N7BvPh5/JH+BwDtPNry7PwU9D/nf8P80EP2fq7XnW1mJjzzDNbjR/lsgI5dt4eBmyvPVXmOTt6drs8YrsB63krOxhxs6bbiG2mxB0uXBU+K8VIA5Xjuq3F+MYR8qppfnW73pep02hAtxk5GtL7XmE5nzoDY3zn77xZWnKvN+szOl2aL9N5U83fnrgZeREYgs0WVkNwDiuKUOUBq164dOp2Op59+mqpVq6LX6wucV1WVfv36kZyc7NSBlpeLvxzDhw+XFDshhLiZrF9vL+Odmwvu7jBxIvubeTIjbgY5thyMGiPDQ4c7ZmNUVeX7xO9ZdsEeFDV0bcgr39twXfyzvb9+/ezFHTTlsBfO5XJz4cUXUf/ew5y+Gjb3CQMPdx4Lfow7fO8o32uXgmpTMe3NX7+jAlrQBmlRc1TUXPujrBSjgr6GHl1NHdoQrdNmnazJVnK35mI9b3Vcx9jOiK72NabTqSrEr2LnX6tZktz10myRzhW9izddanpyV129zBZVYhdT7GbOnCkBkiikzAGSt7c3cXFxuLsXv/P2iy++yIwZM655cNeDfHsghBA3GZsN5s6FL76wP69WDaZOZbX3cRacW4ANG/46f14Ne5VqxmqFXr7qwioWnF+Aiko1l2q8/qsHPt/kr1265x54++3yC5IsFnj1VdStW/i2p8KK+0PBy4t+Af24P+D+8rlmGdjSbeRszHEEHFp/LcZuRrQ+l2ZiVJuKmqeiZucHTDn2hy3X5vj5YjBly7E5iiRcpLgr6Gvq0dfUownQXFUgo5rzN3s9dGmzV319PcY2RhSXa4xYsmNJ+nsG//dvQ7Znt85fW+RDNT937qzvSbfqMlt0oyjuHjA3NxeTyVSBIxPXg8FgwGg0FnmuzEUaGjRogE5X8stGjRpV1m6FEEKIa5edDePGwYYN9uft22OZMJ4FOb+w9txaAOq41uHlqi/jrfMusotefr3w1nkzO342Z/PO8m6fAF43PkCVOUvh11/tQcy4caB1YrUzsAd248bB1q382glW3BsCXl7c6Xsn9/nf59xrlZGqqpiPm8nbkYdqtkcchmb55bC1BQMORWNPncO1dP2q2SqW0xbM/5qxnreiZtkrzJkOmNB4adDXyp9ZKkU6nKra+8rdkYualb/Zq58G106uaIOv8f8vmwXbqW9Z8fcxvr4wgGybK+i9aVvTn/6NjTSQ2aKbQm5uLjVq1CAhIaGihyLKWUhICKdOnSoySCrzDNLmzZv5/vvvGT9+PL6+vkW2CQ0NJS4u7upGe53JDJIQQtwk4uJg5Ej45x/788GDyRr+BJ8mzORQ9iEAOnp15KmQp9Br9CV0ZHco6xCfxH5Cri0XT40no7ZVo+ZnP9pP9uwJ48fDFb4wLDVVhcmTYckS1rZUmT8kCPz96eLVhaeqPIVGKee0vpKGlquSsyXHsVeQxkODsasRXRUnvffL2DJsmE+aMf9rxnah4NomjZ89WNLX1KPxLPx52NJt5G7LxRJjH6eiz9/stZETNntNO8zZv77g0zPdOZpXGzR6/HwCeLaDLx3Dr61rUXGKuge8eGz37t14enpW8AhFecnIyKB169bF3v+XOUDq3r07Z8+eJTY2ltq1axdZxW7btm3k5uZe28iLMHDgQHbu3Mnp06ed1l7WIAkhxE3gr7/slerS0kCvh7feIuGO1kyJmUK8yb5x+YCAAdzjf0+ZUrbO5J7hw+gPSbOmYVAMjNhTk2ZTfraf7NYNJk60X+9azZoFX37JtoYqnz8ZgBoUSEuPloyoOgKt4uSZqjKwxFjI2ZyDmm2/VdDX1mPsaEQxlP9UiTXViuWkBfM/5kKFILRBWvQ17TNLiouCab+JvL2X9jTSVddh7GBE436NgaUlG9Ox/2PxfhM/pvfGoupQXPzo3ciPx5rrcTdcW/ei4hS3BunifeGxY8ckQLqJZWRkUK9ePRITE/H19UX7n4yAMgdIOp2O8PCSvy6JiYnBbDaXfbQlWL9+Pf369cPb27tUAVJp28sMkhBC3KCio2HbNti6FXbuBKsV/P3h4485UkvHtJhpZNmyMCgGng19lraeba/qMommRCZHTybBnIAGDU8frkXnifnV7bp0sc/8GMpwp5yTY5/tiomxP44ehRUr2FtLZeqzfthCgmno3pBRYaNKNdNVHlSLSt6u/DU8gGJQMHYyoq91/cejqiq25EszSxdT5+wDsxdeUHPy0+k8NRg7GtGFO2F26/xmDuxewoz4+4gzh4DWSLWgAF7s6EWDwGvvXlS8kmaQJEC6uV0MkN577z2qVq3KkCFDCgRJZf4bJDAwkFOnTpXYpkoV5+7sbTabGT16NKNGjeKLi4tundheCCHEDSAvzz5TtG2b/XH2bMHzDRrAlClsMBziq7NfYcOGr86XkVVHUsP16jdVDTQEMjZiLB/HfMzJ3JPMbniC1Khe9IlaifLHH/a0vilTwCV/Zb6q2vdeuhgAxcZe+jkmBoqo8no0XGX6kz7YQoKp6VqTV8JeqbDgyJpsJWdDjmMjVW0VLa5dXdF4VEyan6IoaAO0aAO0uLRxwXouf2bplNlR8AENuDR1wdDccO17GuUmkXHgU748VoU1mc+CokHnFsBDLf3o10CDvuIm9IQQTubj40NycjJWq/XaAqQPP/zwim3mz59f1m5L9MknnzBgwAACA0v3lU1Z2wOMGTNGUuyEEKKyiYm5NEu0e7c9SLpcUBB06gQdO2Lr1JFFKUtYkWDf4LWGsQavVH0FP73fNQ/DS+fFm9XeZEbsDPZn7ee72mdIndidh99aj2bHDnj6aQgOvhQEZWdfuVMPD3Kqh3KikRcz2sdhDvAk1CWUUWGjcNWUosKBk6mqvThC3u48sGEPOlq7YGhiqDSbvSqKgi5Ehy5Eh0t7F6zxVqwXrOjCdQUq6V0V1YZ69if++Hs7XyT2J9XqBXpPGof580IHN8IkyeSmcjHF7kZhNpv54osvmDp1Kr///jv169d3nEtLS+ONN97A09OTc+fO8dxzz9GhQwcATCYTb775JgDJycn069ePvn37ArBw4UL27t1LZmYmzzzzDM2bNwdg6tSp1KlTx9GuKMePH2fatGlotVrc3NyIjY2lRYsWPPfccyxZsoRp06bx2Wef0bFjx3L6RJzjv6l1F5U5QHr00Uev2MaZQUZsbCw//PAD27ZtY+HChU5vf9HEiRMlxU4IISqayXRplmjr1sKzRFotNG9uD4o6dYKaNUFRyLHlMCvuM/7O/BuANh5teDb0WVw0zqu37KpxZWTYSObGz2VL+hZWVosn9cNOPPPmNvSHDsGhQ4VfFBQEYWHkVatCXA1PokP1xPrbiHHPJkY9T7IlGcgEvAjQBTA6fDSeuuuf1mPLtJGzKQdrvH0Rj8ZHg2s3V7T+lXe6RNEo6Krq0FV1Qjpd5knO7fmMWafa8lfO46DR4eEdwBNtfbm9piLV6W5CvXr1okOHDsycObOih1IqCxYsoF27duTk5BQ6N2nSJBo3bswLL7xAfHw8vXv3Zvv27RiNRubOnYter2fSpElkZWXRpUsX2rVrR1BQEDNnzmTr1q0cPnyYqVOnMm/ePE6cOMHRo0cZOXJksWM5deoUgwYN4rvvvqNOHfseYCkpKfTq1YsHH3yQxx57jF9++aXcPovrwfklaID777+fn376ySl9jRw5kg8++KDQhrTOai+EEKKCWSywbBls2gS7dpU4S0TbtvZNX/OZbWYOZB7gh6QfiM6LBuAe/3voH9C/XCq/6RQdz1R5Bm+dN79f+J0dVS6QMbU9L/9qwDUgFHNYFeLCjMQEQaxnHjHWBGLyYkg0n0TlsrUz/1mmW92lOsOrDnfKbFdZ2HJtWM5YyNuZh2rKL9/dyIBLG5drT1W7EVhNWP/9imV7Y/km9THybAYw+HJbHT+ebuOCT9FbpIhbldWKJiXFKV3ZfH3LtFXAsGHDij23dOlSR0BSpUoVgoOD2bBhA3fddRc//vgjo0ePBsDd3Z1WrVrxyy+/8NRTT6HX68nKyuLChQt4enqiqirjx49n0qRJJY5lxowZ3H777Y7gCMDX15ePP/4Yb+/C2yekpKQwfvx4vL29SUpKokOHDjz88MNYLBYef/xxQkJCAPsynotbBQ0ePJgNGzbwwQcf8NNPP3H8+HEOHz5c6s/rWpU5QNq8efMV2/zxxx9XNZj/Wr9+Paqqcvvtt5dL+8uNGTMGQ/4i2169ekmqnRBCXA9ZWfDGG7Bjx6VjWi00awadO9uDolq1CmwwY1bNHMw6yI70HezJ3EOOzf6Nqk7R8WTIk3T27lyuQ1YUhUFBg/DR+bDw/EIO+aXy1lNBaEjgvHk/Nmz2FLW0wq/10/kR5hJGmEsYVQ1VCXMJI9Ql9Lql1NkybVgTrFgSLFgTrI51RgCKq4JrV1d0YeXy3Wnlk3qQk7v+j09j7uKfvC6gdSEwIIDnO3rTJrSiByfKy6pVq1i1ahVAmTeD1aSk4PvII04ZR8qCBdgCAq69n5QUMjIyCiwrCQwMJDra/oVRdHQ0QUFBjnMBAQGczZ+Znzx5MuPGjUOv1/PGG2+wYMECunXrxpo1azh69CiNGzdm8ODBha65Z88eHinic7jtttuKHOPYsWPp0qULDz74IFarlY4dO9KmTRtq1KjBvffeS79+/QB45JFH2LNnDy1btmThwoWEhoYSGhrKzz//zFdffXX1H9JVKPPfgpGRkdctF3nFihWcPn2ayMhIABISEkhISCAyMpJWrVoxZcqUa2p/OUmxE0KI6ywhAV5++dK+RX36QNeu0K5dgVkiAItq4VDWIXZm7GR3xm6ybZfW+GjQ0MS9CQ8EPEAt11rXbfh3+d2Fj86H2XGzOW8+X+Cct9b7UiDkUpVwQzihLqG4a92L6c35VFXFlmYPiC4+bJm2wg11oI/Q49LBBY2x4vZbum6sJizHv+CHfWl8l/YMVrRojP70bezHI810uEoCyk3t8i/B09PTb5gUu+KUsRh1Ae3bt6d9+/YAnDt3jlWrVvHWW28xceJEvvnmGx599FHatm1bYKboalycwDh48CAANWrUICYmhtq1a5OcnMzIkSPx8PAgOjqakydP0rJlS8drLwZdJc2glYcyB0heXl5Mnz69wDGbzUZiYiLbt2/nzJkzvPTSS04Z3EcffVTg+fz584mKimLjxo2OYzNmzGDbtm0sWrSoVO2FEEJUAkeO2IOj5GR7ieyoKLjjjgJNLKqFI9lH2JG+g90Zu8myZTnOadDQ2L0x7Tzb0cqzFR5aj+s7/nwdvDoQrA9md+buArNDFTGei+WwrfFWLOfsM0RqbuGbJ8VFQRusRRusRVdFhyZAc+0bqd4o0g5zZvfnTD1zF/+aqoPWlerBgbzUyYO6/hU9OFHZ2Xx9SVmwwGl9OYOfnx8eHh4kJibi72//Q5yYmOjYkic8PJzz5y99gZOUlESbNm0K9RMVFcXYsWM5cuQIjRo1AqBhw4YcPny4UIDUokULTpw4UaiPU6dO4e/vX+SEw6OPPkq7du0AyMvLQ6PR8PPPP7N48WJWr16NVqvl5Zdfxmq1Fnidi4vz1pGWRZkDpB49ejBkyJBizy9dutQRITrT3XffzT///OOYEXrhhRfo378/Z8+e5ejRo6VuXxypYieEENfJ5s0wZgzk5oK3N0ydak+pA6yqlSPZR9iZvpNdmbvItGY6XqZBQ0O3hrTzakdrz9Z4aivHHiU1XWtS07VmhV3ffMK+P5D1nBXVXERA5Gav/KYN0aIN0aLx1VSaqnTXjdWE9Z+5/Lg3iW9Tn8KCHo0xgP7N/RnUREp334quqoqdVuuUtDhn69evH2vXrqV+/frEx8eTkJBAt27dAHjggQdYt24dPXv2JCsri7/++ov333+/wOtXrlxJrVq1qFu3LikpKWzatAmwB1qhoYXzTUeMGEH//v35559/qF27NmDfA/XRRx9lxYoVhdr36NGDzZs3OwKkF154gXfeeYeUlBQ8PDwcleRiY2Od96FcozJvFFsatWvX5p+LKROVnGwUK4QQ19GiRfaASFWhWjWYPh3CwzmafZRt6dvYnbGbdGu6o7kGDQ3cGtDO0x4Ueenk7+nL5e3Ns5flvozGS+MIhnQhOhRP5dYLiC6Xdpizu2cy7exdHM+rCVoj4UFBvNJZZo1udTfSRrE7d+7kl19+Yf78+dx3333cddddjjLcqampvPHGG3h5eZGQkMAzzzxD5872tZh5eXmMHj0aRVFITk7m/vvv57777nP0m5GRwZNPPsk333zjWIs/evRovLy8yMjI4IMPPihyPGfOnOGTTz7BaDSiKAopKSm8/PLL1K9fn//9739MmzaN5s2bM2HCBIxGI2+99Rbe3t6oqkrLli158MEHSU9P5+mnn8bT05OwsDC2bNmCr68vEydO5IcffmDGjBkMHTqUV155pUxb95TGxY1iZ86cSVZWFiNGjHC8fyiHAOn48eN06NCB5CI2wquMJEASQojrwGq1b6b6/ff25y1awMcfY/Py5Nvz37IyZaWjqYJCfbf6tPNsRxvPNnjrCldFEpC3L4+8XfbgSBeuQ19Hb58hcrsF1hGVhtWE7Z+5/Lw3gW9S+2HGgMYlgPub+TG4qRaDzBrd8m6kAEk415UCpDKn2L333ntFHrdYLMTGxvLbb785iiQIIYSo5CwWSE+HzEzw8YHy+KIoO9ueUrdli/35XXfBO+9g1il8HvcZf2b8CUAtYy06eXeirWdbfHQ+zh/HTSTvwGXBUQ0drt1cb511RKWRdpTYvz5l2tleHMmNBK2R0AD7rFED534RLYS4CZU5QIqKiiq+M52Onj178vnnn1/LmCqErEESQtzQrFY4fdoe7GRk2B+l+fnyTQe1WoiMhH79oHVr0DhhJiIx0V6M4dgx+/Onn4anniLTlsXU6KkczzkOwN1+d/Ng4IPlsnfRzcZ00ETezvzgqPpNEBzZrKBx0nSOzYztn3n8tjea+SnPYMKAYgzgniZ+PNpMi/EWqWAuruyq1iCJW0aZ/6oICAhg9+7dhcoK6nQ6goKCbtgNWqXMtxDihpWUBM8/DydPXls/ViusW2d/hIfD/fdD375wtdWWjh+3B0fnz4NOB++8A336kGhK5KOYj4gzxaGg8Gjwo9zhe8cVuxNgOmQid0cuALpqlTA4Um1gzgBzKphSwJSa/0jJP3bZ8fznqiUbxcUX3CPALcL+X4/q4F4dXENBU8pblfRjJPw1nWlnbudg7m2gNRLiH8SIzh40Cbryy8WtpVevXnTo0OGGL/MtykeZA6TnnnuO+fPn07t3b1q3bl0eYxJCCFFaFy7Ac8/BqVP25xoNeHjYU+U8Pe2P0vzs4QF//w0//gh//gnR0fDppzBrFnTvbp9VatmywIatJdq2DUaPtqfXeXrCxx9Dq1aczj3NR9EfkWZNQ6/oGR46nNae8m9JaZiOmMjdnh8chetw7eGKoq3g4CjrDBz7FLLO5gdB6YANq6ohzepJis2HFKs3aVYvUqzepFh9SLVWI9XqTYrNmxSrN5k2d7w1GYTozlNFf44qumiq6Hbbf9Yn4+XhjeJR3R44uV/2X0P+2jSbGfWfL1mx7xRfpjxFrmoEYwB3N/JjaAuZNRJClF2Z/9oYP348kZGR3HnnneUxngojKXZCiBtOejoMH24Pjlxc4JNPri01rkcP+yM6Gn76CZYtg5QUWL3a/oiIgAcegLvvtpfnLs6SJfDhh2CzQdWq9kp11auzP3M/n8Z9Sq4tFw+tB69WfZU6bte2AeGtwnTMRO7W/OAoTIfr7ZUgOIr9jZyD0/g19Taizb1IsXqTmv9It3mgqgooWvsMkKLNf1z2s04Hei0oGlJtFlJttTiaZ4KcPLCZ7LNRgKsmlyq6c1TRnydEd4xQ3Sb7z8YcAry9ScrRMD36DvbldAGtkaCAIEZ09KBZSMV+PKJykxQ7UZIyV7ELCAjg3LlzjprlNzqpYieEuCFlZtrT6g4fBr3eHhzl74juNCYTbNxon1X6669Lxw0GeyD1wAPQvPmlWSWbzT7rdHEjxaZN7ZXrfH3ZlLqJeQnzsGEjSB/EqPBRVDFUce54b1Km4yZyN+cHR1V1uPZ0RdFVYHBkyYbDkzl5+gCTEl8gzloNXPyLCIa0gIJRBz5G+8P3P//1MYKnC6TmQFwmJGRCfCbEZ6gkZ1nsgZItP2CyXvzZ7BiKTrGgoGJWDeDiz50N/Xm8pRa3GzPbX1xnUsXu1uX0Knb169cnKyurxGDi7bffLrQJlRBCCCfJzoaXXrIHR1qtfbbG2cER2AOhO+6wP86cgaVL7bNK6emwYoX9UbOmPVDq3h0++gg2bLC/tmdPiIpCNRj4KWkpS5OWAlDTWJNXw16V0t2lZD5hdgRH2lBtxQdH6cdR977J8nO1mXthHGadPwbvKnSrocXfFbzzg5/LAyDXqwpWFPIses5l6YnPdCc+4/Lgycq5dDNWqwmLzQSqFX9Pd17q5EEribmFEE5Q5hmkrVu3MnPmTD755BOCg4OLbBMaGkpcXJxTBljeLn5TMHz4cEmxE0JUfrm59uBozx57Kt2kSfbg5HoxmexFHJYuta9ZKsqwYfDcc1gUG18lfMWmNPuu7C08WjA8dDhGjfH6jfcGZv7XTM7GHFBBG6LFrZcbir6CgiNVheglZB76Pz5NfIxtOW3AGEK1AB9Gd1aodp3jXasNkrLtAVOmCVqEgLvhyq8T4qKLKXYzZ868IWaQzGYzX3zxBVOnTuX333+nfv36jnNpaWm88cYbeHp6cu7cOZ577jk6dOgAgMlk4s033wQgOTmZfv36OTaYXbhwIXv37iUzM5NnnnmG5s2bAzB16lTq1KnjaPdf48aNY9GiRdxzzz18/PHHBc7t27ePu+66izvvvJORI0fSuHHjEt/XokWL2LRpEz4+PqSkpGA2m3n//fcJDQ1l3bp1/PDDD8yePdvRfsmSJSxfvhwvLy9ycnLw8fFhzJgxeOenfX/33Xds2rSJ0NBQTpw4QbNmzXj11VcLXdfpM0jvvPMOZ8+epVq1atSuXZvAwEA0/8l3v3DhQlm7rXBSxU4IUemZTPDaa/bgSFHgvfeuOjgy28zEmmKJyYshOi+a6LxoDIqBJu5NaOrRlEB9MZvFGAz2fYzuusteNe+nn+C33+wlw7Va+35H995Lji2HGTEz2J+1H4DuPt0ZEjwErVL50rNtmTYspy3oquvQeFSOMuPmk5cFR8EVHByZM+DgeI6fPc3kxLGcU6uCe1V61jHyTCsqpAiCVgPBHvaHEFfjqqrYqVY05hSnXN+m981PQy2dBQsW0K5dO3Iu35oh36RJk2jcuDEvvPAC8fHx9O7dm+3bt2M0Gpk7dy56vZ5JkyaRlZVFly5daNeuHUFBQcycOZOtW7dy+PBhpk6dyrx58zhx4gRHjx5l5MiRxY7l3Xff5eDBgyxdupQRI0YQHh7uODd//nw8PDx48sknrxgcRUdHM3PmTDZv3uyIJZ555hkSExMJDQ2lU6dOBQLBuXPnsmHDBr788ktcXFwAe4D14IMPsmzZMgwGAwkJCUycOBFfX19ycnJo0KABffr0KdBPaZT5r7XNmzcTHh5OaGgo2dnZnDlzplAbq9Va1m6FEEKUxGyGN96AHTvsz995B0pRLMem2jhnPkd0XjQxeTGOgOic6Rw2bIXa787cDecg1BBKM/dmNPNoRj3Xeug1ReRJ1awJr74KL7xg3wQ2NBQaNCDVksrH0R9zOu80AAMCBnCP/z0opa2Adx1Z4i3krMtBzVVhN7i0cMHQ2FChBRDMp8zkbMgPjoK0uN1ZgcFR6gHUv8fwc2Iz5qeMxar3w9UjmOfbaulWvWKGJERF0ZhT8N3/iFP6Smm6AJshoNTthw0bVuy5pUuX8ssvvwBQpUoVgoOD2bBhA3fddRc//vgjo0ePBsDd3Z1WrVrxyy+/8NRTT6HX68nKyuLChQt4enqiqirjx49n0qRJVxxPeHg4YWFhTJ8+3TGLtG/fPurXr8/q1asLtJ04cSL79++ndu3a5OXlsX37dkaNGkXdunXJzMwkJSUFf39/AD7++GNcXFzIzs5m1KhR7Nq1iz///JOcnBwmT57Md9995wiOAAYNGsTMmTP59ddf6d+/Py+//LLjXExMDJ6ensVmvJWkzAFSYGAgpy6Wky1GlSo3XhKwVLETQlRaViu89Rb88Yf9+ejRcM89BZqoqkqqJdURCEXnRRNjiiE2LxaTaiq2a1+dL+Eu4VQ1VCXTmsm+rH2kW9OJM8URZ4pjRcoKXBQXGrk3ool7E5q7NyfQ8J/ZJRcXe9EGID4vng9jPiTRnIgGDU9VeYou3l2c+nE4i+m4idwtuTjiRAvk7crDfNyMsaMRXdXrPzViPmMmZ31+cBRYgcGRaoNTC0g/Op9pSU/yZ05LcK1CjUBvRneCqpJwIW5wN0sVu5SUFDIyMggMvPT3cmBgINHR0YB9liYo6NJGYAEBAZw9exaAyZMnM27cOPR6PW+88QYLFiygW7durFmzhqNHj9K4cWMGDx5c7LVffvllevTo4ZhFmj9/PhMmTODTTz91tFmzZg3r1q1jzZo1aDQaXnrpJVq3bs29994LQI8ePejYsSM9e/akR48e9OrVC4PBgMFgYPTo0fTr1w+A48ePk5WVRd26dQuNo27duuzZs4f+/fsDkJmZyTvvvMNff/3F7Nmz8b2KvfzK/Lf/hx9+eMU28+fPL/NAKpqk2AkhKiWbDcaOhfXr7c9HjoT8fwQuyrHlMC1mGoeyDxXbjZvGjTCXMMJcwgh3CXf810NbMEfJpto4k3eG/Zn72Ze1j39y/iFPzWNP5h72ZO7ha76miqGKY3apvmt9x+zS8ezjTImZQpYtC6PGyIiqI2ji3sS5n4cTqKpK3u48TPvsgaPGT4Nrd1fMJ8yYDpiwpdnIXpGNrroOY3vjdUu7s5y1z2ahgjYgPzgyVEBwlHcBDozjUEwyHyaNJ1mtAh5VubueC4+3AEPly5IUosyuJsXOpvclpekCp1zfpr/KDbj/o4ylBApo37497fML/Jw7d45Vq1bx1ltvMXHiRL755hseffRR2rZtS506RW/HUKNGDfr27cv06dN59NFHqV+/Pm5ubgXabN26lTZt2jhS6Nq0acNfl1VFnTJlCi+++CIrV65k3rx5vPvuuyxevJh69epd9fv08PDgk08+ISEhgT59+vD1119fMd3vv8ocIGVnZxd7bvLkyezYsaNUU3NCCCGuwGaD99+HVavsz4cPh4cfLtDEbDMXCI70ip4qhiqEu4Q7HmEuYfjp/EqV4qZRNNQw1qCGsQb3BtxLpjWTQ1mH2Je1j/1Z+0m1pBJviifeFM/KlJUYFAMN3RpSzViNFRdWYFbN+Op8eS3sNSKMEU7/SK6ValbJ2ZSD5bQFAF2EDtdIVxS9graNFn0dPXnb87DEWrCctpAZk3ld0u4sMRay12aDDbT+WtzuckNxqYDgKHkXtr3v8ENSRxamPovN4I+7RxAvtdfQKfzKLxfipqZoy5QWdz34+fnh4eFBYmKiI00tMTHRsS4oPDyc8+fPO9onJSXRpk2bQv1ERUUxduxYjhw5QqNGjQBo2LAhhw8fLjZAgkuzSImJiXz++eeFzpcU2OTk5BAbG0vt2rV59tlnefbZZ3n++ef55ptvClXDrlevHm5ubpw4cYKWLVsWOHfixAl69+4N2ItsXJzwCAkJoVWrVqxatarMAVKZvxZ79913iz13//3307JlyxLzJIUQQpSCqsLkyfDrr/bnTz1lrw53Gatq5bO4zxzB0VMhTzG37lwm1pjIc6HPcbf/3TTzaIa/3v+q1/94aD1o59WOp6s8zYxaM5hQfQIPBj5IPdd6aNBgUk3szdrLr8m/YlbNVDVUZVzEuEoZHNmybGQty3IER4amBvuGq5elsGl9tLje6YprD1cUd8WRdpe1NAtLrMXpY1LNKuYTZrLX2IMjjZ+mYoIjmxVOzCZ1x2jGxjzON6kDsblWo05oCJ/eJcGREJVZv379WLt2LQDx8fEkJCTQrVs3AB544AHWrVsHQFZWFn/99Zcjve2ilStXUqtWLerWrUtISIgjoLpYLKEkNWrUYMiQIdx+++2FZo8AOnfuzK5du7DZ7LnMl88eJSUlFRlXFHVNV1dXRo0axbRp0zCbL+2F9uOPP+Lu7u54T0OHDnWct9lsnDhxgho1apT4HopS5hmkkiLBunXr8s4775StIkglIWuQhBCVhqraN3798Uf788ceg6efLtDEptqYEz+HvzLt/9g8FvwYXX26luuwFEUhwhhBhDGCe/zvIduazcHsg+zL3Mfh7MNUNVTl2dBnC6XtVQbWRCvZq7NRc1TQgLGzEUPdoutCK4qCvoYeXZiOvL15BdLu9DX0uLR3QeN+dWl3qqpiS7FhibZgibVgTbA61kBpfPODI+N1Do5yz8O+t9gbZ+LjpAmkKiHgUZX7GugZ0gz0klInbkI32hqknTt3OgoxfPrpp9x1112OMtxvvPEGb7zxBqNGjSIhIYHPPvsMo9G+ncKTTz7J6NGjGTlyJMnJyYwdO7ZA0YKMjAy++uorvvnmGwDatWvHTz/9xMSJE3FxcSlytumDDz5gz549zJ49m2effZZx48Y5zr377rvk5OQwd+5cAgMD6dmzJ7t27eLhhx+mXr16uLi4OIIlb29vvL29eeaZZ/D39yc1NRUPDw8ef/xxsrOz+fjjj0lNTWXGjBm8+OKLPPPMM1StWpWXX34ZLy8vrFYr7u7u/Pjjj+j19lTvtm3b8uyzzxIeHk50dDS9evXi/vvvL/PnXap9kN577z3Hzx9//DGjRo0qMlCyWCwcPnyYffv2ceLEiTIPpiIUtYuyEEJUGFWFmTPh4lrOhx6yV4q7bAZIVVW+Of8Nq1PslYIGBAzg3oB7i+hMQH7J7E05YAXFRcH1dld0VUr//aA11UretjwscfYZJEWnYGhhKHXanZqnYomzOIIiNes//35qQBeuw9jZiMb1OpUZV22QvBviV2CN38CiC71YnHYvqiEAD69ARrZXaFv1+gxFiIpS1D1gZd0H6UaVl5fH3r17adeuHWCPKSIiIhgyZEiFjssp+yBFRUU5flYUpUCk+F/+/v7MmTPn6kcshBC3srlzLwVHDzxQKDgCWJq01BEc9fbrzT3+9yAKU1UV098m8vbkAaDx0eB2hxsar7IFIVofLa53uWI5ZSF3Zy5qlmqvdnciv9pdaMF/SlVVxZZks69jirZgPW+F/8ZEXhp0YTp04Tq0IdrrV6ku/QTEr4C4leTmpLIjpxXL0l/lmLkeuFWlYRV3RnWAQPfrMxwhxM3NZrMxY8YMli9fjtlsRlVVHv7PWtrKqFQB0sWy3qqq0rZtW3bt2lVkO3d3dwICKtfitdKSFDshRIX7+mv4v/+z/9ynj72c93+CoxUXVvBT8k8ARHpHMihwUKXcX6iiqRaV3M25mE/ac9F1YTpcu7tedVU4RVHQ19SjC9eR93d+2l2qjezl2ehr6jE0N2C7YMMSkz9LlPOfiEgHulAduqo6dGE6NN7XcUPa3PMQtxLiV6Cmn+BwXl3WZfVlS1Y7sjX+oPdG8fRkQEMtg5vYN2EV4mZ3o6XY3ahcXV1ZsMA5lf+up1IFSBERlxbbvvzyywWe3yykzLcQ4pqsXw/z5oHFAhrNpcBGUa78XFHsFev277cfu+MOe2lvTcE71U2pm1h4fiEAbT3b8njI4xIcFcGWbSNnTQ7WRPum5YaGBlzau6Borv2zUvQKxrZG9HX05G7PxRpnxXzS7AjELqfx0aALtwdE2hDt9d181pINCevss0XJuzhn8Wd9ZmfWZz1DvC0c9N7g7o1er6dDVbi7LjQMvHK3QtwsrqbMt7h1lLlIw5gxY8pjHEIIceM6cQLefhtMxW/IWmqRkfDee6AtuDL+z4w/mZcwD4Cm7k15LvQ5NIp81f9f1uT8YgxZKihg7GDE0LDoYgzXQutrL8VtOZmfdpet2kuFV9XaU+fCdNdt/yQHmwWSd0Ls73B+EzkW2JrdlnWZb3LA1NgeFLl4g9aF+gEKt9eALtXA3fkfjxBC3NDKHCDt2LGD559/HoBZs2Y5NpiKjY2lY8eOjBs3jscff9y5o7wOJMVOCHFVsrLgjTfswVG1avDII/ZCC0U98iv3OH6+WOzm4s9BQfbZI13Bv5oPZB1gZuxMbNio61qXEVVHoFf01/mNVn7mM2ZyN+SiWlQUg4JrD1d0Vcv8z1ypKYqCvpYeXYQOW4YNjbfGKbNUZZZ5EqKXQvwqbHmpHMhtwLqsIWzLbkeuLsAeGHm6E+im0L0GdK8OVSVhQtziJMVOlKTM/3LMnTuXzMxMJk6cSLNmzRzHg4ODiYqK4p133kGv1/Poo486daAXDRw4kJ07d3L69Okiz6uqyvz585k/fz5arZaUlBTatWvHpEmT8PHxKbZfSbETQpSZqto3cj17Flxc4MMPoXZtp17iRPYJPon5BCtWIlwieC3sNVw0Lk69xo1OVVVMB0zk/ZlfjMFTg2svV7Q+16c+taJT0PpWUC3s85vh7zeINfmxPrM767O6kEg1MHiDhycuOvseRj1qQJNgqIj4TYjKSFLsREnKHCBt2bKFX3/9lfr16xfsSKdj2LBhtGjRgmHDhpVLgLR+/XpWr16Nt7d3sW2ysrJ48cUX2bNnD3Xr1iU7O5vu3bvz5JNPsmTJEqePSQhxC/vhB1izxv7z6NFOD47O5J7ho5iPMKkmQvQhvB7+Om7awhvx3apUs4r5HzOmwyZsKfbZOW2IFrfbK2AvoYoQv4bsve/zceKL/JnbFgy+4OYNio4mQfagqFM4uMpkoxA3PLPZzBdffMHUqVP5/fffC9yHp6Wl8cYbb+Dp6cm5c+d47rnn6NChAwAmk4k333wTgOTkZPr16+fYP2nhwoXs3buXzMxMnnnmGZo3bw7A1KlTqVOnjqPdf2VnZzN27FhUVUWr1XL27FlatmzJ66+/DsDzzz/P/fffT8+ePQF7Se1JkyaRnJyM0WgkJSWFO++8k0GDBgGQkJDAe++9h7+/P2azmeTkZCZOnEhgYMUtjCxzgJSenl4oOLpc8+bNOXfu3DUNqihms5nRo0czatQovvjii2Lb6fV6oqKiqFu3LgBubm4MHjyYN954A1VVZUGzEMI5Dh+GqVPtP99zDxTzD8nVijfFMzl6Mtm2bPx1/rxZ7U28dcV/OXQrsWXYMB02YT5mRjVdqhanr6fH2NF4fYshVJTY38jYO4Wx51/nhKUheFQjxFNLj/wUuuDKt1evEOIaLFiwgHbt2pGTk1Po3KRJk2jcuDEvvPAC8fHx9O7dm+3bt2M0Gpk7dy56vZ5JkyaRlZVFly5daNeuHUFBQcycOZOtW7dy+PBhpk6dyrx58zhx4gRHjx5l5MiRxY5l9uzZVK1alVdeeQWwB16PPfaYI0B6++238fPzA+z37wMHDmTYsGEMGDAAgNzcXIYOHUpqairPPfccJ0+epHr16o7Xv/vuu0yYMIFp06Y58yMskzIHSBqNhqSkpGLLeSclJZVLEPLJJ58wYMCAK0aTLi4uvPbaawWOZWdnExQUVOK4ZA2SEKLU0tPt644sFqhTx/6zEyWbk5l0dhLp1nS8tF6MrjYaf72/U69xo1FVFWucFdMhE5azlksndKCvrcfQ0IDWr4LS3K63sz+SemAm75wbzSlbPbQe4Yxor6Vb9UJV4YUQxbiaNUhW1UqGLcMp1/fUeKJVSv931rBhw4o9t3TpUn755RcAqlSpQnBwMBs2bOCuu+7ixx9/ZPTo0YB9O55WrVrxyy+/8NRTT6HX68nKyuLChQt4enqiqirjx49n0qRJJY4lIyODjIwMx8SDv78///vf/wDYvHkzEydO5Pbbb+e1117jl19+ISMjwxEcARiNRl599VUefvhhhg4dSocOHRwzXmCvnn348OFSfzblocwB0h133EH//v2ZMWMGTZo0KXDu0KFDvPTSS9x5551OGyDYC0D88MMPbNu2jYULF5bptaqqsmTJEkdUWhxZgySEKBWbDcaNg/h4cHODyZPt64+cJN2SzqToSSRbknHTuPFG+BtUMVRxWv83GtWsYj6en0aXZnMc13ho0DfUY6hnQHG5haKCUwtJOjSft869TaxaC51HOG920dCuakUPTIgby9WsQcqwZRCVEuWU60f5RuGj9bnmflJSUsjIyCgwgRAYGEh0dDQA0dHRBAUFOc4FBARw9uxZACZPnsy4cePQ6/W88cYbLFiwgG7durFmzRqOHj1K48aNGTx4cKFrDh06lMGDB9OlSxfuuusuevXqRevWrQG47bbb+PPPPx1tLy55+a969eqRlZXF8ePHC9Q0APuSmiFDhlzDp3LtyhwgTZgwgbZt29K8eXOqVq1KlSr2f7jj4+OJjY0lLCzM6RtCjRw5kg8++AC9vuyJ1NOmTaNatWo899xzTh2TEOIWtWAB/PGH/eexY+2V65wk25rN5OjJxJviMSgGXgt7jQjjzbfvXGnY0vLT6I6bUc2X0uh0VXXoG+rRVdPdWinTqgonv+TckR8Yk/AO55TqGDzDeKerhhYhFT04IURFUVX1yo2K0b59e0c16nPnzrFq1SreeustJk6cyDfffMOjjz5K27ZtqVOnToHXRUREsHnzZrZu3cqaNWt44oknaNGiBV9++SWa/+zfV9zyluL+/l64cCF169ald+/eV/2+nKHMAVKVKlXYvXs3b775JkuXLiUmJgYAb29vhg0bxoQJEwgODnbaANevX4+qqtx+++1lfu13333H+vXr+eGHH674D+mYMWMwGOybQfTq1UtS7YQQhe3ZA599Zv954EC4ir+XipNny2NKzBTO5J1Bi5aXq75MXbfC37rdzFRVxRqTn0YXcymNTtEr6Ovo0TfUX7fKdJWKqsKJWcQcW8Fb594hWYnA1SuUcV01NA668suFEJesWrWKVatWAfYCBmXhqfEkyjfKKePw1Hg6pR8/Pz88PDxITEzE39+eip2YmEh4eDgA4eHhnD9/3tE+KSmJNm3aFOonKiqKsWPHcuTIERo1agRAw4YNOXz4cKEA6d9//6VKlSp06dKFLl26MHLkSFq3bs3Bgwdp2rRpgbYtW7bks4v/bl7m2LFjuLm5FZhd+v777zl9+jRvv/32VX4aznNVG0QEBwfz5ZdfMm/ePBITE1FV9YprfK7WihUrOH36NJGRkYC90kVCQgKRkZG0atWKKVOmFPm6xYsX880337B06VJcXFw4ceIE1apVw6WYVBhJsRNClOjCBRgzxp5i17AhjBhxVd2oqkqqNZXYvFii86KJyYshJi+GWFMsubZcNGgYHjqcph5Nr9zZTUK1qZiPmDEdMmFLvyyNzkuDoaEBfV09iuEWmi26nKrC0SmcPrGFt8+9Tao2HA/vUN6LVKh7ay9LE+KqXP4leHp6eplS7LSK1ilpcc7Wr18/1q5dS/369YmPjychIYFu3boB8MADD7Bu3Tp69uxJVlYWf/31F++//36B169cuZJatWpRt25dUlJS2LRpE2APtEJDQwtd76effqJevXqOKneKoqAoSpETJPfeey/z5s3jp59+4v777wfsgem0adMYNWoUrq6ugL0IRUJCAm+99RYA77zzDuPHj3fSJ1R2inotc3MVYP78+URFRRXYB2nGjBls27aNRYsWAfbgaNasWSxZssTxwT/77LO8//77VK9evUB/6enpeHt7k5aWJgGSEKJoNhsMHw67doGXFyxcCFWuvC4o05rpCIAuPqLzosmyZRXZXoOGJ0KeoKtPV2e/g0pLzVPJWZ+DJfbSjJEuXPf/7N13eBTl9sDx7/bddNJJoXfpSAcFFAGRa8Hys6FyRa+Kem0gKAoioIgVUbmAoKhYURRRVBAsIEWw0KQTSCEJ6dlNtsz8/pgUQjok2YScz/PMk93Z2dl3U2DOnvOeV2u6EGNoXGV0Z1IV2D2H/Yf+4KnkSeQYYggKimTmUB0tm3h7cEI0fGVdAxbu++eff/D3r5ksT03YsmULq1atYtmyZVx11VWMGjWqKEDJyMhg8uTJBAQEkJSUxN13382gQYMAyM/P5/HHH0en03Hq1CmuvvpqrrrqqqLzZmdnc+edd7J8+fKiSqrHH3+cgIAAsrOzmTNnTqmx/Pzzz0Wd7AwGAydOnOCaa67h6quv5ueffy56zpNPPsmAAQPIzc1l3rx55ObmYjAYyMzM5PLLL+eKK64oem9jx44tyoAB+Pv788svv9TK97Lwfbdv354FCxaQm5vLgw8+WPT+4RwCpB07drB27VpSUlJ46aWXOHHiBKmpqUU91GvDFVdcwcGDBzl69Cj9+vVj4sSJXHvttTz22GP88MMP7Ny5k6SkJGJiYvB4PKWef+TIkXIDpPvuu0+62AkhyrZwISxapN1++WUYPLjUIS7FxebszcTlxWnBkPMEGe6Mck9p1BmJMkcRY4nRNnMMLa0taWJqPFe+SpaCfa29qPmCuaMZc2cz+kB9Jc9sBBQP/D2dPUcOMj35UeymaEKaRPDsMB2x8lmeEOessIvdggULGkSAJGpWjQdIHo+H22+/nQ8++ABVVfHz8yMrK4stW7Zw0UUXcd1117F06dKzaqjgDZJBEkJU6Lff4P77tVKn227Tbp/Bo3qYEzeHfY59pR7ToyfCHEGMOYZYayzR5mhiLDFEmCMw6s6qyvm84E504/jBgZqvggFsF9swtWoY/2/UOsUFfz7BH0dPMjPlIfJNUUSEhDF7mE7WNxKiBjWkDJKoWZUFSNX+33nu3Ll89dVXTJ06lZ49e/Kf//wHgL59+3L8+HFuuukm5s2bV7RqrxBC1AmXC/bvh6goaFJDWZjkZHjySS046tkT7r23zMNWpq5kn2MfOnR09e1KrCWWGEsMsZZYosxRmPRy4X865z9O8n7NAwV0Nh0+l/lgCGuEzRfK4smHnZPYFpfD7JSHcVmiiQoNZfYwCPXx9uCEEKJxqHaAVNj4YNiwYQDcd999RY+Fh4fz7rvvcumllza4AEkWihWiAXI6tQzPDz/ATz9BTg4YjTB0KFx9NVx4IejPslzL7YbHH4eMDAgOhlmzwFD6In5X7i6+PPUlAGNCxnB92PXn8IbOb6qqkr8tH+dfWucofbAen8t80PtJSR0AbgfseJhfjut4IfUhPJamtIgI4dmhEGT19uCEOL+czUKxovGodoCUnJxcFByVJSoqiszMzHMalDdIFzshGgiHAzZtgnXr4JdfwG4v+bjbDd9/r20xMVqgNGaMFuRUx+uvw19/gU4Hzz4Lpy3CVyjTnckbCW+gotLO1o6xoWPP4Y2d31SXimODA/cxrRmDsbkR2xAbOlMjbsJwOlcO/P4g60748eqpu1CsUbSNbMKMIRBQc+sQCyEKnM1CsaLxqHaAZDQaSU1NJTQ0tMzHC1fnFUKIGpObqwVD69bBr79Cfn7xY0Yj9O0Ll1wCAwbAzp2wcqXWce7ECZg/H958Ey6+GK65Bnr3rjyrtGGDtiAswN13Q58+pQ5RVIU3E94ky5OFr96X+6Luw6CTMrGyKDkK9u/sKGkFzRi6mrH0tjTuDnWnc2XBtomsiY/kjVN3gE8UHZsGMv1i8DVX/nQhhBA1q9oB0siRI7n++utZunQpzZuXXOF9+/btTJw4kdGjR9fYAIUQjVRWllY2t349bN6szTEqZDZD//5aUDR4MJw+kXb4cG07fhy++AK++kpbw2jdOm2LitKySv/6F4SUsZBMfDxMn67d7t8fxo8vc3ir01azy74LgLub3k2ISRalKYsn2YP9ezuqQwU9WAdZMbeTq34A7Alw4nM4sYrPU/uwJP1m8ImmW0wA0y4Ca+Pt4SGEEF5V7X9+Z8+eTd++fWndujWtW7cmLS2Nvn37Eh8fT2JiIs2aNfPqwk5nS+YgCVEPZGRo2Zt162DrVji9Xb/VCoMGwbBh2lefSmasx8ZqHef+8x8t0PrsM+2cCQmwYAG89ZaWVbr6ai0Dpddrc5omT9bmMoWHw8yZZWab9tv382nKpwCMbDKSnv49a+57cB5xHXbh2OgAD+gsOmyX2jA2rYdX/aoKeUlgjQBdLc+HUjyQ8jMcXwmpm0l2B7My8wpW51wGPtH0aebP44PALMlIIWqVzEESFTmrdZBOnjzJ1KlTWblyZdF8o8DAQK699lpmz55NWBm1+vWVtPkWwssURSuHW7lSC45OD4p8fOCii7RMUf/+WpB0Lk6c0LJKX36pZZUKRUXBVVdpj3/5pdaMYdEi6Nq11CmyPdk8ceQJ0txptLK2YlrzaZh00qXudKqq4tzpJH+HVgqpDypoxhBQD5sxuO3w55OQ8hOYgiC0H4QO0L5aqjlvrSKOk3DiCzixCjUvmT/zLmB19qVsze+LYgoGcxCDmhl5dAAY6+G3SYjzUUNq8+1yufjf//7HSy+9xNdff02HDh2KHsvMzGTy5Mn4+/tz8uRJ7rnnHvr37w+A0+ksapx26tQpxo4dW7TA7Pvvv88ff/xBTk4Od999d9Fapi+99BJt27YtOu5Mc+bMYenSpfTr14/o6Gji4+MxGo3Mnz8fX1/fCt/HvHnzAHj00UcBeO2113j99ddZt24dsbGxZ/8NqqYab/MNEBERwZIlS1i8eDEpKSmoqkp4eLjUkwshqi41VQtGvvhCy+oUCgjQMjvDhmmZHXMNlmPFxMDEicVZpZUrtS54CQnwxhvFxz3wQJnBkaqqLEpcRJo7DZvexsSoiRIcnUH1qORtzMN1WCuJNEYbsV1iQ2euh/8/OE7Cjocge79235UBid9qG0BARwjtD2EDILAL6KuZ1lEVSN0McZ9Byi/YFTPrcgbzdfalnKAdmJuAny9hPjrGtIMr24NBgiMhRBnee+89+vbti8PhKPXYc889R+fOnZk4cSKJiYlcfvnlbN68GavVyuLFizGZTDz33HPk5uYyePBg+vbtS3h4OAsWLODXX39lz549vPTSSyxZsoQDBw6wb98+Hn744XLHMmXKFD7//HNuvfVWhg8fDsDFF1/Mxx9/zB133FGt9/XAAw/wXuGc33rkrGsdMjMz+f777zly5AgArVq14tJLLyUwMLDGBleXpMROiDqgKFpA8vnnsHGjdr9Qv35aE4XBg6G2F5o2GrUAbNgwLTj64gtYtQpOndL23XRTmU9bm76WHTk7ALgz8k7CzeG1O846pKoqqKDTn30go9gVHN878KRoWUBzJzOWfpZzOmetydwDvz+Ekp/GB5nX85XnDpr52eli3EEXz3d0NP6FNWsvZO2Fw2+D0Q9C+mrBUmh/sFbws89Lhfgv4fjnkJdInDOa1dm3st4+lDxTBFiDQG+ieyRc0Rb6REN9/BYJcT47mxI7jwKZzpr5FCPQrFTrA5GKAo+VK1eyatUqAJo2bUpERAQ//vgjo0aN4rPPPuPxxx8HwNfXl169erFq1SomTJiAyWQiNzeXtLQ0/P39UVWVmTNn8txzz1XrvTgcDnJycoiIiCi6/8wzz6DX68nNzaV9+/bcc889bN++nR9++AGAlJQUrrnmGvr27QvA119/zcaNG0lISODVV18tymZ5y1kFSC+//DLTpk3D4XBQWKGn0+mw2WzMmDGDRx55pEYHWRekzbcQtSg5uThblJRUvD8kBK68Utuio70ztqgobQHYu+6Cw4ehTRuttfcZDjsOsyJ5BQDDgobRN6BvXY+0RqmqipKh4Enw4E5w40n0oDpVMILOrENn0qGz6IpuY6bEfZ25YJ9Zu606tcyRkqOADqz9rJgvqKfNGJLWw1/TyHcrvJz+ML8oV4LRh7122EtzPuYqDIqdttY4Ouu30ZkNXGD5B9vJdXBynXYOv9ZaKV7YAAjqBnojnNoGxz+D5I24FfjN3pPV2ePZ5e4Flibg54ePScclLWF0W4iR/3KE8JqzafOd6dTz8M81sxD5S4PTCbYqlR9YifT0dLKzs0tMbwkLC+P48eMAHD9+nPDw4g90QkNDizpOP//88zz99NOYTCYmT57Me++9x9ChQ/n+++/Zt28fnTt35uabby73td9//302btzIjh07GDZsGCNHjgRg/vz5GAwGnn32WVRVZcyYMbRp04bhw4dz6aWXAsUldoX8/f1ZsWIF7777LosWLfJ6+/VqB0gLFizgkUceoUePHlx++eU0bdoUVVVJTExk9erVTJo0CavVWmIBWSFEI6QoWkvuzz/XWnQXZot0Om0+0TXXaM0WjPVk0r7RCO3alfmQ3WPn9YTX8eChmaUZt4TfUseDqxlKtqIFQwVBkeooYwqqG1S3ikq1p6cCoDPpsF1iwxhTT36up1NVOPIO7H+dDE8AM9Om8Y9+IBjNjGoDPibYnQwH0nR49L7sc3ZkHx35VL0JfXYObcxH6KL/lc7GnXRS9uObsxyOLgeDDUyBkJdEuieQb7PH8E3uCNL0zcEcBBYzzQPhinYwpDnYpCpTCFFDzqKVQJF+/frRr18/QOsvsHbtWp544glmz57N8uXLufXWW+nTpw9t27Yt8/k333xzUYndtGnTeOKJJ5gzZw7r16/nnnvuAbQESu/evVm3bl3RsWUpzCS1bNmyXjTPqPb/YC+//DKvvvoq999/f6nHnn32WV599VVefvnlBhcgSYmdEDXk5EmtXO2LL7TMUaGwsOJsUdOmXhtedamqypKkJSS7kjHrzEyMmohZX08zI2dQHAqexIIMUbwHJbv0p5V6Pz2GKAPGaCN6fz2qS0V1qqj52ldcFN8/7TGcFN0vjKX0AXpsw20YmtTDFmyKC3bPgfgviXNGMz1jJsnGC9DrDfynF1x+2v//DhfsOwV/n4S/k+FAmhG3Loj9ag/2e7rzmTMPfVYOrYwH6KzfQhfrHnz0Dr7JvoZNzqG4TSHg449Bp6N/DIxuB53DykxMCiG85GxK7ALNCi8NTq+R1w80n3v2CCA4OBg/Pz9SUlIIKVi6IiUlpajhQWxsLMmn/V+cmppK7969S51n+vTpPPXUU+zdu5cLLrgAgE6dOrFnz55yA6TTDR06tKiU72yCNotFWxHbYDCgKDXzvTkX1Q6QMjIyygyOCj3wwAPMmjXrnAblDVJiJ8Q5SkiAV17ROtEV/uOm18PAgVor7YEDte5wDcyPGT+yJXsLAHdE3kGUJcrLIyqf6lKLAiJ3grtoYdbT6aw6jFFGLSiKMp5zZzlVVbWsk1NF56Orn816XFmw8zFI+53fHV14Pms6dnMzfEw6Hh8IPc+I120m6BGpbQB5bvgnVQuWdqXo+OeUDZfBxkHCOKj25YucXC0AM/mDj5kmVhjVBka0hpBKutELIbzjbErsDHpqpCyupo0dO5YffviBDh06kJiYSFJSEkOHDgXgmmuuKcre5Obm8vvvv/Pss8+WeP63335L69atadeuHenp6WzcuBHQAq2oqKr9n/fPP//QqlUrAIYNG8bWrVu58sorgeJ1UkELhBwOB7m5uXz//fdcddVVNfEtqHHVDpAiIiKw2+34lLMGSW5uLk3P+HQ4Li6OZs2and0IhRD1m9sNH3wACxdCvtbWmfBwrW32lVdCwaTNhuh43nGWJy8HYFDAIAYHDvbyiMqmulXyfsnDdcjFmZVxOpMOQ1MDxqZGDNEG9E30NRrE6HQ6MGmvUy/lxsHv/wV7HGuyh/GWfRKKOYRwXx3TL4ZmVegrZDVCt0htA3B64J9TsCsZ/j5pYO+pAFwe6BSmNV3oHwOmhvdZgBCiHtuyZUtRI4bXXnuNUaNGFbXhnjx5MpMnT+axxx4jKSmJ119/HWvBshh33nknjz/+OA8//DCnTp3iqaeeKmqmAFq766VLl7J8ufZ/Xd++ffn888+ZPXs2FoulzGzTnDlzyMjIYPny5WzYsAGn00lKSkpRc4f777+fGTNm8MQTT5Cbm8vIkSOLKrSGDBnCE088waFDh7jiiit46623yMjIYN68eUyfPp3Fixdz5MgRPvnkE6677rra+4ZWotrrIC1cuJDffvuNN954A5vNVuIxh8PBxIkTGTlyZIk3FRUVRcLpbXzrEVkHSYhzsGsXzJoFBw5o95s2hYcegiFDylxgtSHJU/J46uhTJDgTaGpuyjMtnsGmt1X+xDqmOlXs39nxJBWsH6UHQ4RWMmdoasAQZqifXeTqQtoO2PkoijObJZnjWOW8HUz+tA+BaRdB0Dkuq1XI6QG7q+bOJ4SoGw1pHSRRs2p8HaTffvuNtWvXEhMTQ+/evYui0JMnT7Jt2zbCw8NRVZVvvvmm6DmFi8nWZzIHSYhqyMnR1g365BNt4rteD7fcAhMmgK3+BRFn492T75LgTMCkM3F/1P31MjhSHAqObx14TmnBkbWfFVMHEzpjIw2ITnfiK9g9C4fHwAvpU9iqjgKTjUGx8FA/sNRgDwmzQduEEA3H2cxBEo1HtTNI+rP4VFin0+HxeKr9vLogGSQhqkFVYf16eOEFbaFXgAsugCeeKLcDXEP0S+YvvJX4FgB3RNzBJU0u8fKISlOyFezf2FGyFNCDbYgNUytpj4aqwIE34fBSUt1NeCZ9Oof1fUBv4vpOcEtXWXNICKGRDFLjVeMZpIiICBITE6v1nDPnJAkhGqDERHj+ea1lN4CPD0ycCNde2+DL6U6XmJ/I0qSlAPTx78OwoGFeHlFpnnQP9m/tqLnaukU+l/rUz7badc2TB389DSfXccjZnBkZz5JmbI/RoOf+3nBJK28PUAghRENQ7f9RK+pgV5PPqWtSYidEOTweWLEC3noL8vK0fcOGwaOPas0YziMuxcX8hPnkq/mEmcK4M/LOeteVzZPswb7WjpqvorPo8LnMB0OE1HeRlwo7HoasPWyx9+CF7OnkmaPwM+t4YhB0abi9QoQQtUBK7ERFql1id76REjshKrBnDzz7LOzfr92PjIRJk+Cii7w7rjIcyzvGmrQ1OBUnVr21SptFb8Gmt2HRW7DoLLxz8h1+yPgBAwaebv40rWz1K+Xgjnfj+N6B6tZaavuM8qmfaw7VJVWF1N9g97OojpOsyh7FEsfDqOYmRPnD0xdBtPzTLoQog5TYNV7nXGKXnZ3N3r17AQgLC6Nly5YlHps1axY//vgjdrudCy+8kKlTp1ZpQSkhRD2Wm6s1Yfj44+ImDDfdBHfdpZXW1SMOxcHKlJWsTV+LwtmvT6FDh1rQI/v/wv+v3gVHriMuHD86QNEWZPUZ5YPe//wpbTwrGbtg/3xI+x2Pqmdhxl2scd8MZl8uCIMnBkOAxduDFEII0dBUGiAtX76c+++/H4PBwKRJk4oWl1IUhZEjR/Lbb78BEBoayrvvvsuqVav4/fffSwRSDYGU2AmBFgxt2KA1YShcebtTJ60JQ/v2Xh3amVRVZXvOdpafXE6aOw2AZpZmdPLpRJ6SR56SR76aj8PjKPlVcZCv5BcFQ0XnK7jf068nI5uMrPP3UxHnPid5v2jljfrgguDI1oiDo5zDWiOGkz8CkOnx58XcGexQ+oLRwtAWcH8f6SwnhChfQyqxy83NZdq0aZjNZkwmE8eOHePpp5+mdevWAMybN49ly5ZhKFiMvWvXrkXrGr344otkZmZy8uRJnnjiiaJ1SR955BFuuukmevXqVer13G43Tz31FMuWLeOqq64iICCAQ4cO8a9//Ytbb721wrH26dOHzz77jNjY2AqPmzFjBgsXLqy3ywBVGiD9/PPPDBo0iE8++YTw0+YbfPzxx2zevJnY2FjWrVtHmzZtSElJ4brrrmPWrFksXry4xgd7ww03sGXLFo4ePVrhcW+88QaLFi3CZrMRFBTEwoULK/1BzZ49W0rsROOjqhAfD7t3a9sff2hldaBliu67D667rt41YUhxpvBu8rvszNkJgEVnYWzYWEY0GYFBV/lVsaqqOFVnUSBVuHlUD21tbevNvCNVVXH+5SR/m7YAryHSgM9lPujM9WN8dc6RBAf/B/GrAYV8xcQqzwQ+zbkOO/6gh1u6wA0XQD35EQoh6qkRI0bQv39/FixY4O2hVCotLQ2Xy8VLL70EwNtvv82kSZP47LPPio755ptvSl3rZmVlsXbtWr777ju+/fZb3n77baZPn86vv/6Kj49PmcERgNFoZPbs2SxbtowHHniADh06kJqayoUXXkjv3r3p0KHDOb+np59+moULF57zeWpLpQHS33//zaeffloiOAJYunQpOp2OadOm0aZNG0ArwXv99de58sora3yg69ev57vvviMwsOJlz1euXMnMmTP5+++/CQ0N5ZlnnuHKK69k+/btZ9WiXIjzSlqaFgAVBkS7dkFWVunjhg6Fxx6rd00YXKqLb9K+4YvUL3CqTgB6+/XmlohbCDGFVPk8Op0Oi86CRW8hkIr/TfEWVVXJ35qP82/tfRqbGbENszXONY6cGXDobYj7BFQXiqpjvec6ltsncMrTBNARaIH/9ILBzb09WCHEeUsB8mvoXBagipelsbGxvPbaa0X3mzdvTlJSUolj3njjDaxWKy6Xi7vuuotmzZphMpnIy8vD4/GQlpaGn58feXl5vPrqqyxdurRaww0NDSUwMJCDBw+ycuVKTpw4QVhYGBkZGcyePRtfX18WLlxIeno6zz33HH5+fsyaNYukpCSeffZZIiMjSUxMJCoqiqeffrrovO+++y5fffUV6enpvP322/j6+jJhwgQSEhKYMWMGl1xyCXfeeSeZmZksXryYkJCq/19/LioNkNLT00tFipmZmWzYsAGTycT1119f4rHOnTuTlpZWo4N0uVw8/vjjPPbYY/zvf/+r8Nh58+Zxyy23EBoaCsADDzzAjBkzWLduHcOHDy/3eVJiJ847Dgfs21ccDO3eDeWlsgMCtPWMLrgA+vSBnj3rdqxVsNe+l2VJy4h3xgMQagzltsjb6OHXw8sjq3mqopL3Sx6u/S4ATG1MWC+yomtsC/i47XD0AzjyLnjsAPzuGcKy/Ic4kh8F6DAb4Kr2cG0n8JFloIQQVXRWJXb5YF5rrvy4KnCOcEI11h8/vbJh/fr1jBs3ruh+3759iY6OplWrVvz5559cffXV/PjjjwQEBPD444/z+OOPY7Vaeeyxx3jppZeYMGECixYtIjExkSFDhjBq1KhKX3/Xrl3k5OTQvXt37HY7U6ZMQafTsWDBApYuXcrEiRO5++67WbJkCY8//nhRNmvixIn8+9//ZsyYMXg8Hm677bYS523evDmffPIJs2bN4oMPPuDxxx9n/vz5jBgxgsGDB2M0Gmnbti3jxo2rs+AIqhAgldXkbtWqVbhcLi677LIyy9KsVmvNjK7Ayy+/zHXXXUdYWFiFxzmdTrZt28Y999xTtC8oKIjmzZvz66+/VhggSYmdqFfcbsjP17a8vOLbTmfJ+2ce43Rqc4f27IFDh0Apo2mB2QwdOkDnzsVBUXR0va1JynZnsyJlBT9l/gSAHj2jg0dzZeiVWPU1+29NfaB6VBzrHbiPuQEwdzZj6WupN2V/dUJxwfGVcGgJOLUP3A4rF/C26wn+yG0DOj064NJWcHMXCK1ffUOEEA1AQyqxO92GDRvIzMxkwoQJRfsGDx5cdLtbt24EBQXxyy+/cPnllxdtAHv27CEpKQm9Xs/JkyeZM2cOY8aMoX///gQFBZX5egsWLCAgIIDMzEzef/99YmJiCAkJ4aGHHsLf358DBw4QFRVV5nNzc3PZunVrUXLDYDDw3nvvlTimX79+ALRs2ZJt27YBEB0dTd++fVm5ciVjx44lNTW10qkyNa3SACkyMpItW7bQt2/fon2vv/46Op2uVPYI4OjRozUaaMTHx/PJJ5+wadMm3n///QqPTU1Nxe12ExwcXGJ/cHBwtRe3FcIr3n0X/ve/4vWGzpVeD61aFQdCnTtr9431f1FRRVX4KfMnViSvIFfJBaC9rT13RN5BjCXGy6OrHapTxf69HU+iBwDLhRbM3cyNJzhSFUj4Fg6+BQ4t25msxvCeOo0fM7ujYgAd9GoKd3SHFkFeHa0QorGxFGR+auhc1bVhwwa+/PJLXnnllRLTRg4cOFCig3Rhad3pFEVh1qxZvPrqq3z44Yd07twZvV5P8+bNOXz4MD3LqRy57777SlSSxcfHc+edd7JlyxbCw8P56KOP2Lx5c5nPLUyyVPR/mMWifSMMBkOJpMz48eN56qmn0Ol0XH311eU+v7ZUepV04403csMNNzB9+nTCwsJYvnw527dvJzIykhtvvLHEsU6nk8mTJ9OlS5caG+DDDz/MnDlzMJmqXjtR1g+i0VxgiIbr++/htBrjclksZW9Wq/Y1IAA6dtS6z3XoUO/aclfF8bzjLD25lP0Obf0lP4MfN4XdxODAweft37KSreBY58CTqgVH1oFWzB1rppSjQUj+Bfa/DjkHAchRAvnE8ARfZgzGpWr//rcMgn/3gO6RXhynEKLx0lOtsria9P3337Nu3TrmzZuHXq9n2rRpzJw5E9A60n366aeYzWZOnjzJsWPH6NOnT4nnL1myhH/961+EhobStGlT4uLiADh16hSRkVX/RzU7OxtVVfHz8wO0gOl0FosFj8fD5s2biYiIoG/fvmzdupXRo0fjcrm45557WLRoUaX/lw8cOBBFUfjkk0/44osvqjy+mlJpgHT//ffz2WefMX78eHQ6Haqq4uvry9KlS7HZin9L/u///o9NmzYRHx9f6Tyhqlq/fj2qqnLppZdW6fiwsDCMRmOpOVBpaWmV/vCnTp1atEDUiBEjZC6SqFsHD8KMGdrtAQPgP/8pOwAymeptKVxNyFPy+Dz1c75J+6ZoTaOLAy/m/8L/D3/D+bNgn+pU8aR68CR78KRom2ov+ORMD7aLbZhaN5IJNYoL9r6gldQBLtXIGuOjfJg9hmy39sliqA+M6wpDWkBjm4YlhKhZa9euZe3atYD2wX5DEBcXx5133klgYCDffPMNoAUqhQHSgAED+M9//kOzZs04fPgwr7zyCjExxZUWJ06c4Ndff2XZsmUAjB49mkmTJjFz5kx69+5dqkSusM03wGuvvcadd95ZlGHq0KED48aN45ZbbqF79+4cPHiQo0eP8v333zN8+HCuvvpqZs6cidPp5LXXXmP+/Pk8++yzbNu2jfT0dG699VZ0Oh1z5swB4IUXXmDs2LF89tlnJCUlFZ0HtNji9MVb65JOLWuS0Rk8Hg+rVq1i//79REREMHr06FJd7T744ANcLm1C8ZVXXlluLWN1PPbYY2zcuBGfgk/Ak5KSOHr0KP369aNXr168+OKLpZ4zYMAABg0axNy5cwGtoURwcDDffvttmXOQylpFWYg6lZUF48bBiRMQE6OV2TXC38WDjoO8Hv86qe5UAGLMMYyPHE87n3ZeHtm5URUVJU3RAqGCgEjJKHtBW51Nh+1iG8aY+l8CWSPy0+CPSZD+B6oKv5ju4J3s20nK8wXA1wTXXwBj2smaRkKImlfWNWDhvn/++Qd///Png7mG5OjRo7Ro0YJHH32U6dOnF2WralJ2djbt27dnwYIF5Obm8uCDD5YIxqr0v7DBYOCaa66p8Jibbrrp3EZahhdeeKHE/WXLljF9+nQ2bNhQtG/+/Pls2rSJFStWAPDoo48yceJEJk+eTEhICPPnz6dr165ccsklNT4+Ic6ZosCTT2rBkdUKL77Y6IIjVVVZn7Ged0++iwcPZp2Za0KvYWTwSIy6hhUoqKqKmq0WZYU8yR48pzzgKeNgHRiCDejD9BjCDRjCDOiD9OdtCWEpmXtgx6OQn0yCK5KXXK+wL6M1oMOoh9FttfWMAs6iTl8IIUTD9dxzz2E0GunZs2etBEdV0WCuPq644goOHjxIUlISQ4YMYeLEiVx77bXExcWxb9++ouOuueYakpKSGD58OFarlaCgIL788stK10CSNt/CKxYuhE2btNtPPw0Fq2I3Fk7FydKkpfyc9TMAzSzNeCD6ASLNDW+SifMfJ/nb81EdZSfl9f56DGEFgVC4HkOIoXGuaQQQvwZ2PwuKk9+dfZibO4fcgvWoLmoG47pBpHf+TxRCNBJn1eZb1Im33nrL20OoWond+UxK7ITXbNgAjz6q3R43Dh54wKvDqWvJzmReiX+FuHxtoujAgIGMjxyPRd/wUgauAy4cGx1F93UWXVEwZAg3oA/Vo7fJQtUoHtg/H46+h6rC5/m3scx+F4rOQogNJg+EThWv5iCEEDVGSuwarxopsRNC1LAjR6BgAiR9+sB993l3PHXsz5w/eSPhDXKVXAwYuCXiFi4NurRBlpe5jrpw/KQFR8YoI9aBVnQBugb5XmqVKwv+mAKntpCvmJifN4MNeZeAzkCHUHhiEDTxUncoIYQQ4nQSIBWQEjtRZ3JztcyR3Q5RUTBnDhgaxwx0RVX44tQXfJ76OSoqTYxNeCDqAdr6tK38yfWQO96NY70DVDCEG7ANt6EzSWBUSvYh2PkI2E+Q4g5mluN1Drrbgk7HiNZwdy9pwiCEqFuVldhlZ2fX4WhEXavs5ysBUoHZs2dLiZ2ofYqiZY6OHdNad8+bB4GB3h5Vncjx5PBmwpv8mfsnAB1sHbg/+n4CjQ3z/btPunF87wAF9MF6fEb4SHBUlpM/wl9PgcfBblcX5uS+SIYajEEHd/WCy9uc153rhRD11IgRI+jfvz8LFiwosd9sNhMZGcmFF17opZGJutKkSROMxrJDIQmQhKhLb78NGzdqt6dNg3YNu4V1VR3LO8Yr8a+Q4koB4PLgy7kh7AYMuoaZNvCc8uBY60B1q+gD9PiM8kFnkav8ElQFDi2Gg9q6eN/kj2Vh7kO4dVYCLfD4IOgSXsk5hBCijlmtVo4cOUJOTg5vvvkmISEhGBpJlUdjYzAYyv3Z1kqA1KVLF/7+++/aOLUQDdcvv2hd6wBuuglGjvTueOrIz5k/83bS27hUF1a9lbsi76JPQJ/Kn1hPKZkK9m/tqE4Vna8On1E+0oDhTG67ljVK3oBLNfC/vKl847gCdAZaNYEnB0O4r7cHKYQQZbNarej1eqxWK2azWQKk85jHU9Y6HGcZICUlJbF27VoSExPLXIX42LFjZ3Nar5I5SKJWxcVp6x2pKvTq1Sg61rkUF+8lv8e6jHUARJmjeDD6QaIt0V4e2dlTchTs39hRHSo6a0Fw5C/BUQm5x7X5RjmHyfAEMNvxKntcnUGn46Jm8EBfsErtghDCyyqbg2QwGAgJCeHUqVN1OCrhDWVlCavd5nvt2rVcffXV5OXllXuMTqcrNyKrb6TNt6h1djvcfjscPgwREbB8OQQHe3tUtSrNlcar8a9yKO8QAL39enNX1F3Y9A23TZniULCvtqNkKujMOnwu98EQKp8qlpD6m9apzp3NQVdbnrW/SqoSjg64vTtc00HmGwkh6o/KrgE9Hk+DuZ4VZ6+sUrtqf443adIkhg8fzoMPPkhsbGyJnuGgrSTfp0/DLZ8RokapKsyYoQVHZjO88MJ5Hxztyd3D6wmvk+XJQo+eG8Ju4PLgyxt022s1X8X+jRYcYQTbZTYJjgopHsg9AifXw8HFgMJG50heyZmKS+eDrwkeHQC9o7w9UCGEqJ6K5qiI81u1A6S4uDi2bdtWKjA63eTJk89pUN4gJXaiVrz7LqzTSsyYMgU6dfLueGqRqqp8k/YNH6Z8iIJCgCGAiVET6eTbsN+z6lKxf2dHSVNADz6X+mCMbKQ1YqoC9uOQuad4y/4HPFpFgaLqeCf/YT6zXw86IzEBMG0wREtyXghRz1RWYicat2qX2PXv358ff/wRq9Va7jHx8fFERzeMeQZSYidqzebN2lwjVYXrr4dJk7w9olq1KnUVn6R+AkAbaxseiH6AYFPDzpapHhXHdw7c8W7QgW2YDVNLk7eHVTdUFRyJkHVaMJS1F9y5ZR6ebWzOvOxp/J7XFdDTJwoe6Q++5X+WJoQQXiXXgKI81f4YdM6cOfz3v//lueeeIygoqMxjevfuTUJCwrmOTYiGKz4ennhCu8js1g0eesjbI6pV36Z9WxQcDQgYwITICZj0DTuQUBUVx48FwRFgHWw9v4MjZwZk/AWZuyFzrxYQuTLKPtbcBAI6kWrrxS5XT3Y5WrHtpA+nCqamXt8JbukK+oZbVSmEEKIRq3aA9MwzzxAXF0fTpk1p3bo1oaGh6PUluzilpaXV2ADripTYiRrjcMCjj0JWFoSFwdy5YDp/L6w3ZmzkveT3AK0Zw91N726w6xsVUlWVvJ/zcB8tCI76WTG3Ow9TIYoHUjdD/CpI/gnUMiYjG/0hsCOqfydOmrvzd/4F7M4MYleijqSckodaDPBQPxjUrG6GL4QQZ0tK7ERFql1iZzQaiY2NrfCYEydO4HK5zmlgdUXSq6JGqarWznvtWjAaYdEi6NLF26OqNZuzNvNGwhuoqHT17cpDMQ9h0jXsYFBVVfJ/y8e5W1vCwNLLgqWHxcujqmG5xyH+S4hfDfkpxfsNNgjoAAEdUQMu4IShC7uym7IrRceuZDjlKH0qPzN0CtMWfR0QAxF+dfc2hBDiXMg1oChPtTNIYWFhHDlypMJjmjZtetYDEqLB+vNPeOcd+Okn7f6kSed1cLQjewdvJryJikoHWwcejH6wwQdHAM6dzqLgyNzZjLn7eZI58uRB0no48QWk7zjtAT2EDUCJvpKjpkHsPmXi72TYvRcy80ufJsgKFxQERBeEQfMgKaUTQghxfql2gDR37txKj1m2bNnZjMWrpMROnBVFgY0btbWN/vqreP/YsXDNNd4bVy3blbuL+QnzUVBoZW3FIzGPYNF7L8viOeXB9Y8L11EXqKAz6dCZdegsOjCBzlJw/7QNM0XHFO5z/eMif4cWFZjambD0tTTo9uSoqtZY4cQqSFwL7tNq4nxiIPpfpAWPYW18GN/+VnaGKMQGXSKKg6Jof1nLSAjR8EmJnahItUvszjeSXhVnxemE1avhvfcgLq54f/fuMG4cDB583l5FHrAf4Lnjz5Gv5hNrieWJZk/gZ6j7uio1X8V1yIVrvwtPas0u5GdsacQ2zNZwgyNXFsSv0eYWZR8o3q83Q+SlqNFXstvdgzUH9fx6HDyn/S/Q1A86hxcHROG+5+2vshCikZNrQFGes17MY9OmTXz88cccPHgQgDZt2nD99dczYMCAGhucEPVOVhZ88gl89BEUNiPR6WDoULj11vO6pA7gaN5RXjjxAvlqPpGmSB6PfbxOgyNVVfEkFWSLjrjgtLhIH6zH3M6Mzk+Hmq+CU1vDSM1XUZ3FG04tuFJdBffP+IjIGGvENqQBBkeqAqe2admikz+Ceto80ICOEHMljtARbEjwZ81WOJJR/HCwDUa2hktaQYRvnY9cCCGEqFfOKkC69957WbhwIWcmn+bPn8+ECRN46623amRwQtQbCQnw/vuwahXkFfQyNpthzBi4+WZodv637YrPj+f5489jV+yEGEN4vNnjBBoD6+S1lVwF1wEtW6RkKUX7dSYdxtZGzO3N6EP11Q5qVFUFN0VBFIC+SfXP43X2BPhjslZOV8gUAE1HQcyVxNOOrw/CD1vBflrc1DkcRreB/rFg1Jc+rRBCCNEYVTtAevXVV1m+fDn//e9/GTNmTFFDhsTERL766isWLVpEx44defDBB2t8sLVJ5iCJMu3bB+++Cz/8oM03AggM1BZ+ve46CG7YC6FWVbIzmeeOP0e2J5tAQyBTmk0h1BRaq6+pKiruODeu/S7cx90lMj2GSAPm9maMLY3ojGcfzOh0BXOUTA0sIDpd6lb4cwq4MrX7IX0g5iqUsCFsTTKz+nf4I6n4cKsRhjSHK9pBiyCvjFgIIbxO5iCJilR7DlKXLl149dVXGTZsWJmPb9iwgfvuu4/du3fXyABrm9SfilJUFTZv1hovbNtWvD86WssWjRkDNpv3xlfH0lxpzIybSYorBV+9L082f5JYS8Wt/s+Fkqng/MeJ64AL1VH8z5POpsPUzoS5nRl9oKQ7UFU4shz2vw4oYA6BHnPJtHVj7SH45iCk2IsPj/aH0W3hkpbge5405hNCiHMh14CiPNXOIKWmppYbHAEMGTKkQS4UK85DigK5uSW3nJyy75++PyGhZOOFTp20xgvDhoG+cV2YZ7ozee74c6S4UrDqrUyOnVwrwZGqqLiPunHuceJJOm1ikU6bE2Rqb8IYa0Qn/aQ1bgfsegaSvtfuB3XlSMt5rNwXzM9x4C5Idup10CcarmgL3SKk2YIQQghRFdUOkPR6PWlpaQSXU1p06tSphle/j5TYnTeOHoWnn4YjR8Bur/TwCg0cqAVGPXs2yivLXE8uzx9/ngRnAmadmUdjHqWVrVWNvoaar+Lc58S5x4maW5wt0gfoMbU3YWprQu/TuILSSuUeh52PQs4h7X7sWNaaH+PNDcaiwCjQApe1hlFttC50QgghSpISO1GRapfY3XHHHRw7dozXXnuNzp07l3hs165d/Pe//6VZs2a8/fbbNTLAVatWsXDhQtxuN+np6dhsNubOnUu/fv3KPP7UqVM89NBD7N69G19fX1RV5fnnny+3u56kV88j8fFw552QklL+MT4+4OcHvr7aVtZtPz/o3x9a1Www0JA4FAdzj8/lgOMARp2RR2IeoYtvzXXo86R7cO7WyuiKOtHpwNjCiLmTGUOkoUF+0FLrUjbBn0+AOxt0Jpwdp/C/pH/xbWGsFADXdYJBzcBs8O5QhRCivpNrQFGeameQZs2aRd++fenWrRvR0dElmjTEx8cTExPD8uXLa2yAb775JhMmTGDs2LEATJ48mSuuuILk5GT0ZZQ7PfDAAxw7dozffvsNk8nE66+/zujRo4mLi8Pf37/GxiXqmeRkuOceLTgKCIAnn4TQUC3YKQx8bLZGVyJ3NlyKi5dPvMwBxwH06JkYNbFGgiNVVXEfd+Pa5cKd4C7ar7PoMLU3Ye5kRu8nP58yqSocXgoH3gRUsIRzquNLzPm7A/tStUMuagYP9NWaMAghhBDi7FX7aiQqKort27dz2223kZWVxbZt29i2bRvZ2dnccccdbN26tShoqgmzZs3i6quvLro/ePBgTp06RWZmZpnH//nnnwwcOBCTyQTAsGHDyMjI4J9//qnwdaZOncratWtrbNyiDqWlacFRQoKWIXr9dW2+UNeuWhYoPFwLkCQ4qpRbdTM/YT577HvQoePupndzof+F53RO1aXi3OUk95NcHN85ioIjfZAe6yArfjf6Ye1jleCoPG47/DEJDrwBqNCkJ3vareC/m7XgSK+D8d3hsQESHAkhRFWtXbuWqVOnensYop6qdond6VRVJSUlBVVVCQ8Pr/WSmOzsbMaNG0dQUBBLly4t85innnqKVatW8dNPPxEYGMhTTz3FW2+9xaFDh8rMIEl6tYHLyoL//Af27weLRQuOevTw9qgaJI/q4c2EN/kt+zcAxkeMZ1iT8huyVEbJUrQyuv0uVFfxPzPGZkbMF5gxREkZXaVyj8GORyH3CABqs/9jjfEhFu004FbA3wyTB0L3SC+PUwghGiC5BhTlOafPG3U6HeHh4aX2//rrrwwcOPBcTl3KDTfcwJo1axg1ahSvvfZaucc988wzZGVl0bx5c8LCwvDx8WHDhg1SXnc+stvhgQe04MhkghdflODoLLlVN28kvMHW7K0A3BR201kFR6qq4knQ5he5404rozMVtOjuJC26qyz5J/hrGrhzQW/G2XEabyaM4vvD2sMtg+DJwRDh59VRCiGEEOedWrlSue6662r8nB999BFpaWnExMTQu3dvcnJyyjzu/vvvZ9OmTRw+fJgDBw7w2GOPceONN0rr8fNNfj489BDs2qWVzs2ZA+U07hAVc6ku5sfPLwqOrg+7nstDLq/2edwJbnI/z8X+jb0oONIH6LH2Kyij62+V4KgqVAUO/g92PKwFR9ZIUrq+w+Q9xcHRkBbwwnAJjoQQQojaUGmJ3YwZM8jIyODll18GqHANpEKbNm0iLy+vZkZ4BqfTia+vLwsXLmT8+PElHrPb7fj7+7Ns2TJuvfXWov2tW7fm9ttvZ9q0aaXOV5heve+++zCbtdUTR4wYIe2+6zOXCx55BDZt0tpvz5wJI0d6e1QNkktx8Wr8q/yR+wegZY6qGxwpWQp5W/NwHy3OGBmjjJg6F6xdJGV0VefK0bJGKT9r90P68HfU8zy/1Z+MPG2+0b97wL/aNcrO80IIcc7Wrl1bNOfc6XSyYMECKbETpVRaYrdw4UJycnKYO3cuJpOJn376idjYiheK9Hg8FT5eHXPmzGHKlClF900mE2azucwMktvtRlGUokCnkNlsrjSDNHv2bPnjaAg8Hq1D3aZN2v2pUyU4OktOxckr8a/wV+5fANwafisjgqv+wYDqUsn/Mx/n386iVt2GKAPWvlYMIdJjulpUBdJ3wq5ZYNcWKVab38pXuvtZ8rMej6qtbfT4QOgS4eWxCiFEA3b6h+BZWVksWLDAyyMS9VGlAdLOnTtxOp1FXeHCwsI4cuRIhc+pyS52M2fOZMyYMUVrLi1evBiPx8Pw4cMBmD9/Pps2bWLFihUEBARw0UUX8c4773DNNdcUBXT79+/nlVdeqbExCS9RFHjmGVi3Trv/8MNwWodDUXX5Sj4vnXiJ3fbdANwecTuXNrm0Ss9VVRX3QTd52/JQ7VoCWu+vx9LXgrG5ZIyqzOOEtG1w8kdtvpGz4EMcvYX8TtN5/fhwfjyq7WobDFMHQZgs+iqEEELUukoDpIiIkh9XLl68uNKTVuWYqpozZw533XUXZrMZp9OJ0Wjk66+/pmPHjgDExcWxb9++ouNXrFjB5MmT6devHz4+Ptjtdt5+++1KS+amTp3KmDFjpLSuvlJVeOEF+Ppr7f5//gM33eTdMTVQDsXBi8dfZJ9jHzp0jI8cz9CgoVV6rifZQ97mPDwpWspIZ9Rh7mHG3NmMziCBUaXcdkj5BU5u0L567CUfD+rKyRZPMPuP1hxK13Zd2hLu7S0LvwohRE1au3YtX331lbeHIeqpc2rzfbojR46QkZFBt27dylzAtb6SFo8NgKrC/Pnw7rva/XHj4P77ZRLGWXB4HLxw4gX2O/ajQ8eEphO4KPCiSp+n5Crkb8vHddBVtM/U1oTlQgt634bz9+4V+Wlahujkj3BqK6jF30N0BgjuBRFDIfxi/swI57lfIdsJBh3c1QsubyO/6kIIURvkGlCUp9ptvn/88UdmzpxJdHQ0y5cvB+Cxxx7jpZdeAqBjx46sX7++zPbfopFISICkJLjgAm1tonP19tvFwdG110pwdJZyPbm8cPwFDuYdRI+e/zT9DwMCB1T4HNWj4vzbifMPJ6pb+yzFEG7A2s+KIVxSGuWyJ0DyBi0oSv8TUIof01sgbACED4XwQWAK4GgGfL8HvtoPigpBVpgyCC4I89L4hRBCiEas2gHS4sWLcTgcRV3iNm/ezIsvvki/fv24+eabWbFiBc888wyvv/56jQ+2NkmJXQ1JT4ebb4bsbDCboWtX6N1b2zp1AmM1f+U++ADefFO7PXo0TJokwdFZyPHkMPf4XA7nHUaPnnuj7qVfQPlt0VVVxX3UTf6WfJQc7eJe56PD2seKsbXMMypTfhoc/0wLirL3l3zMFABhg7VMUWg/MFjJyIMNh2DdETiSUXxo+xAtOAr1qdPRCyFEoyIldqIi1S6xa9OmDb/88guRkdrS7ePHj2fFihUcPXqUiIgITp48yYABAzh06FCtDLimSXq1hr32WnG250w2m7aQa2HA1K6dtoZReT7/HGbN0m4PG6atdWSQrEV1ZbuzmXN8DnH5cRgwMDF6Ir39e5d7vOeUh7zf8vAkFramA0sXC+ZuZnQmCYzKlPE37JwE+SnF+yzhEDEEwodAcE/QG3F6YMsJWH8Ufk/UskWFmgfCpa1gdFuZbySEEHVBrgFFeaqdQXI4HEXBkcfjYfXq1Vx55ZVFzRwiIiJqbQ0kUc+lpcHHH2u3774bOnaEbdu0bf9+cDi09tyFLboDAuDCC7Wtd29o0aI4O/TttzB7tnZ7wAAtUJLgqNoy3Zk8d/w5jucfx6gz8kDUA/T071nqOFVVUVIVnHuc2jyjggt3Ywsj1r5W9P4yz6hcx1fCnrmgurVMUcw1WqYosCPo9Kgq7EmF9UfglzjIPW0KUqBFW/R1WEtoFSTJUSGEEKI+qHaAZLPZSElJISwsjC+++IJTp07xf//3f0WP5+TkYKxuGVU9ICV2NeDddyEvD4KD4dZbwWqFQYO0xzIy4PffiwOmY8cgKwvWr9c2gJAQLVBq1gwWL9aaM/TqpXWvK2gzL6ou3Z3OnLg5JDgTMOlM/Df6v3Tz61biGNWl4jrowrXPhedU8fpl+mA91v5WjE0b3t9ynfE4Ye8LcOJz7b5/W+gxD3yiAUjK0YKi9Ue124WMeugXrQVFPZtq94UQQtQtKbETFal2id2kSZNYt24dw4YN45133sFqtXLkyBEMBgOnTp1i8uTJJCUlsXr16toac42S9GoNOXUK/vUvyM/X1ieqrAV3cjJs365tW7dqTR3O1LkzvPEG+MhkjOpKc6UxO242Sa4kTDoTD8c8TBffLkWPe1I9OPc5cR9yo7qK/wkwhBowdTJhamuSeUYVyUvWSuoyd2n3m46AC54kV7Hxy3FtXtGelJJP6RAKl7SEQbHgXwO9S4QQQpwbuQYU5an2x8PTp0/n5MmTLFmyhLCwMN5++20MBgMej4ewsDB0Oh3vvPNObYxV1GfvvKMFRyEhMHZs5ceHh8Pll2ubqkJ8fHF2accOiI2FF1+U4OgspLpSmR03m2RXMmadmUdjHqWTbyctW3SoIFuUWpwt0pl0GFsbMXcwYwiVMsZKpe2EPyYXLOyqhw7/RWl2Ix/v0fHRHnAVf2uJ8NUyRUNbQJS/twYshBBCiOqosXWQGir59KAGpKZq2SOnEx55BG680dsjarRSnCnMPj6bFFcKVr2VR2Mepa2jLa59LlwHXSWzRSEGTB1MmNqYpPlCVagqxH0C+14E1QOmIOj+HPaAC5m3GbbGa4fZjDComRYYXRAGevnWCiFEvSTXgKI8NTbBoKEuFFtI5iCdg3fe0YKj0FC45hpvj6bRyvZo3epSXCn4q/48nv84oT+EkpucW3yQEUytTJg7mtGH6qWMrqo8+bB7NiR8rd0P6AA95nHcFcmzayE+W9t9ZXu4tStYZeqWEELUazIHSVSk2hmk822hWPn04BylpMCVV2oB0mOPwQ03eHtEjZJLdfF83POkpKRwYfyFjEgbgdVjLXpcH6zH3MGsZYvMEhRViyMJdj4KWfu0+1Gj4YKpbEmyMG8TONxaW+4H+mgd6YQQQjQMcg0oyiMLxYpzs2yZFhyFh8PVV3t7NI2S4lH45o9v6LavG83SmxFhisBqsIKhIFvUwYw+XLJFZ+XUdvjjcXBlgM4AHR5Bib2OD3fr+KCgP0O4LzwxGFo38epIhRBCCFFDqh0gbdmypcRCsYsWLcJisfD5558TERHBtddey4ABA2p8oLVNSuzOQnKytpgrwO23g9ns1eE0NopdwfWPi/i/4mme3RyAYGMwfiF+WraorQmdRYKis6KqcPQD+OdVQAFzMHR/nly/Hrz4S/F8o24RMGmgtp6REEKIhkNK7ERFql1iFx0dTXy8dnXg8Xho2rQpw4YN48MPPyzzmPpO0qvnYO5cbWHY8HD44gsJkOqAqqp4Tnpw7XHhOurC7rJz0nUSFRVHjIML+1yIsalRskXnwpMHu2ZC4lrtfmBn6DGX485wnv2peL7R1R3g9m5gaHhTLoUQQiDXgKJ8slCsODsnTxZnj8aPl+ColqlubUFX5x4nSpoCgFNxckx3jB0td5DTOof/tvsvJr0sqHtO7PHafKPsA9r9mKuh42P8lmjmxc0y30gIIYRoDKodyVxzzTWMHDmyaKHY6OhoxowZA1C0UGyXLl0qOUv9IyV21bR0KbhcEBGhtfgWtULJVHDudeLa70J1Fid7lTCFD4M/ZGvIVkIsIcxoPkOCIwBnJrgywePQNnfBV08eeOzF+z15ZzxesC97P7hzQGeETpNQYq5hxS5YUTDfKKJgvlErmW8khBANmpTYiYpUu8TObrdzzz338NVXXxUtFDtw4EA8Hg8mk6loodhbbrmltsZcoyS9ehaSkuCqq8DthqlTpbV3DVNVFc9xD849Ttwn3MUPGMDUxoS+o565uXP5x/EPVr2Vp5s/Tawl1nsD9qa8ZEjbAWm/a5s97tzPaQmF7nPJ9e3Ki7+VnG80eSAEyHwjIYQ4L8g1oChPtTNIPj4+vPPOO6X2GwwGFEWpkUGJeu7tt7XgqGlTKMgeiprhjnOTtykPJaf4b0kfoMfc0YypnQnMsChpEf84/kGHjvui7mtcwVFeckEwtKMKAZEODDYwWAu+2sBoK75dYis4xhQAkcOIczTh2e8goWC+0TUd4DaZbySEEEI0CrUyWejXX39l4MCBtXHqWiMldlWUmAhffqndHj8eTFLWVVPcJ9zYf7BDQWxkbGbE3MmMIdpQ1HRhTdoafsr8CYAbw26kh18Pbw23buQla6220wsDouOljzH6Q5MeEHKh9tXWVAt29GY4i2YVm0/AS6fNN3qwL1zcvAbeixBCiHpDSuxERapdYlcVUVFRJCQk1PRpa4WkV6tp1iytOUNUFKxcCdKQo0a4k9zYv7GDBwwhBmyX2tD7l0xX7MzZyUsnXkJF5aLAi5gQOeH86lanqpCXBGk7tWAo/Xewnyh9nNEfgntCcC9t828LunNL7agqZObD6v3w4W5tn8w3EkKI85tcA4ryVHp1O2PGDDIyMnj55ZcBGDZsWKUnTUtLO/eRifonIaE4e/Tvf0twVEM8qR4cax3gAX2gHttIG3pbyQv+4/nHWZCwABWVDrYO3BF5R8MOjlRFC36y9p22/aM1WDiTKUDLDAX3guALwb/NWQdEigrJuXA8q2DL1L6eyIIcZ/FxMt9ICCGEaLwqvcJduHAhOTk5zJ07F5PJxE8//URsbMVzHjweT40NUNQjS5aAxwPR0TB6tLdHc17wZHiwf2tHdano/fT4XO5TKjjKcmfx0omXyFPyCDOF8WD0g5h0Dai0UfFA7pHiIKjwq8de9vGmAGhyeoao+gGR06PNHzpxZiCUDa4K/nky6uHK9jCuq8w3EkIIIRqrSgOknTt34nQ6MRXMNQkLC+PIkSMVPqdp06Y1M7o6JHOQKhEfD4W1upI9qhFKjoL9GztqnorOpsNnlA9635JX5S7FxSvxr5DiSsGqt/JIzCP4G/29NOIq8Dgh52BxVihzn3ZfcZZ9vCkAAjqU3Hxiqh0Q5bnhtxOw6QQczYCkHC1bVB6zAWICILZwC9S+NvUDk6FaLy2EEKIBkjlIoiLVnoP09ddfM7qS7EFVjqmqVatWsXDhQtxuN+np6dhsNubOnUu/fv3Kfc62bdt48sknycnJwW63Ex4ezvvvv09oaGipY6X+tIqeeUYrr4uJgc8+A4NcRZ4LxaFg/8qOkqWgM+vwGe2DIaTk91RVVRYlLeKnzJ/Qo+eRmEfo5tfNSyMug+KGnMOQuRuy9kLGbi0YUstJ0VjCCoKg9sXBkDXirBopAHgU+PMk/HhUa6yQ5y59jL+5OPiJDSgOisJ8Qd+AKxSFEEKcO7kGFOWpdhqgKoFPUlLSWQ2mLG+++SYTJkxg7NixAEyePJkrrriC5ORk9PrSnzLv3buX66+/njVr1tCxY0cUReH666/Hbi+nnEdU7vhxWL1au33nnRIcnSM1X8X+jRYcYQTbCJsWHKkqnNoKadvBFMQaNZ6f7FtAb+LGiHHeDY5UBXKPQuae4i17f/mZIVt06WDIEnzuw1DhULoWFP10DNLzih8zGaB/NHSJ0AKhZgEQaD3nlxRCCCFEI1Pvu9j9/vvv9OjRoygYWr16NWPGjCEtLY0mTUq3l7rhhhto3bo1s2fPrtL5Cz89uO+++86fEjuXC44dg1atoIwgstqmT9cCpGbN4JNPJEA6B6pLC448yR7Qg88IH4xNdZD0PRx5Vws6gB0mlZf9QAWG5MO/HQZ0lnCwRWpZF2sEWE+7bYsAU9BZZ2NKDlItaKCwV8sOZe7VyuXKmzNkbQqBnYq3gA5gqtkywJM5sOEYbDiqzSUqpAO6RsCwFtA/Fnwa0NQsIYQQ3lNYYrdgwQLJIIlSqh0gORwOZs2axaeffsqJEydwOBxlHlcbjRqys7MZN24cQUFBLF26tNTjqqoSFBTE448/zs6dOzlx4gRhYWHMmDGD7t27l3nO8y696nbDvffCjh1agDRuHIwYcfbrFcXFwbXXgqJoZXaXX16z421EVI+K4zsH7ng36MB2sR6T8Ss4+gHkJRYddzyoPTOMceQp+XRweZicDSaqEPjozVrQZC784EDVNvX0r6fvV4rvFx6DCnkp4M4u+zXMIRB4wWkBUcfTXq9mZefDL8e1oGh3SsnHWgbB0JZwUTMI9amVlxdCCHGeO++uAUWNqXaANH78eJYvX86AAQOIiYnBbDaXeFxVVT755BNyc3NrdKA33HADa9asYdSoUSxZsgR//9KfUKekpBAeHk5wcDA//fQTF1xwAUuWLOGBBx5g3759ZXbfO+/+OF5+Gd5/v+S+8HC45Ra46irwqebV5FNPwZo1kj06R6qi4ljvwH3UDYoba7ufMXteBVdhOkQPUSPJjL2Kp0+9S6o7lXBTODNin8Tf7dDWB3Kc1L7mnSy5ubIqfO2zZgrQgqGAjgVBUUewhtfOaxVwemBbghYUbUsAt1L8WKgPDGkBQ5tD86BaHYYQQohG4Ly7BhQ1ptoBUlhYGF999VWFTRKaNm1KYmJiuY+fLZfLxeTJk1mzZg3bt2/Hz8+vxOMnTpwgNjaW2267jWXLlhXtj42NZcKECTz11FOlznl6iV1hsDdixIiGWWq3fj1MmqTdvvFGyM3Vght3wez1gAC4/nq44QYoozyxlGPH4LrrtOzRs8/CyJG1N/bzmKqq5P2ch2tfLuSfwhqyDHPw99qDBhvEXA0tbkS1RvLCiRf4K/cvbHob05tPJ9oSXfkLuO0lAyZnwVpCOh1aEZqunNsUdIvTnVaap9PK4wI6gi2qZkr2KqGoWoZow1EtY5R72rQmXxMMbAZDW8AFYdJYQQghxLlZu3Yta9euBcDpdEqJnShTtQOktm3bcuDAgQqPURSlzAYKNcHpdOLr68vChQsZP358icdyc3Px9/fn8ccfLzEHqX///nTq1IklS5aUOt958+lBXBzceqsWFA0YAK+8os0/Sk7WMkqffw6FjSosFrjySi2rFBVV/jmffBK+/RZatoSPPqqZ+UyNjKqq5G84hvNvO7iysYR9jSV8DZiDofn/QbNrtUwNsDV7K6/FvwbAw9EP09O/pzeHXuviMrVmCxuOQspp05uMergwSguKekdpLbmFEEKImnbeXAOKGlftLnb33nsvX331FWPGjCn3mLFjx/L555+f08AKzZkzhylTphTdN5lMmM1mcnJySh3r6+tLp06dSnXRS0lJqXRx2wYtL0/LHOXmQmQkzJxZHMyEh8NDD2lrF336KaxYAenp8PHH2v0RI7R5Sm3bljznkSNQ8AkLEyZIcFRdqgIpv+L8+R+cR7sAYA5Zj7n5Lmj1BESNBkNxeWqeksd7J98DoLdf7/M2OEpzwMZjWmB0OL3kY53CtKBoUCz4W7wxOiGEEEKIswiQHnroIRYvXsyNN97IhRdeSGhoKLozynA2bNhQU+Nj5syZjBkzhs6dOwOwePFiPB4Pw4cPB2D+/Pls2rSJFStWFI1v0qRJxMfHEx0dzXfffUdiYiK33XZbjY2pXlFVeO45OHhQW7x17lwIDCx9XEAAjB8PN9+srWe0fDkkJMA332jbwIFw++3QvbtWVrVokXbuVq3g0kvr+l2dvaz9cPwzbS0eWzT4RGsLj9qitUxNbZWMqarW2CAvRev8dvQ9nMeak590LQCmyMNYLumHLmJymYugfnnqS9LcaZh1Zm6JuKV2xuglDpe2gOuPR+GvkyUXcI32h2EtYUhziPAr9xRCCCGEEHWm2gHStm3beOKJJ0hJSeGjjz4q85gzA6ZzMWfOHO666y7MZjNOpxOj0cjXX39Nx44dAYiLi2Pfvn1Fx//73/8mPT2dyy67jODgYIxGIz/88AMtW7as8HWmTp3aMNt8r1pVvEbRI49Ap04VH2+xaPOKrrkGfvgB3nkH9u+HX3/Vtq5dtblG3xfMkWko2aOMXXBoCaT8XP4xRt+CoCmmOHgq+toU9OV0+lMVyE/Vgp/8ZMgr2PJTCub9FOz3FC/K48zoS17StWD0w9jaF+uo3ugMZX8fE/IT+PrU1wBcHXo1IaaQs/421BceBXYkaUHRbye05guFgqxwcXOt4UKbJnUyzUkIIYQoobDNtxBlqfYcpL59+2I0GrnrrruIjo7GdEb7aFVVGTt2LKdOnarRgdaWBl1/um+flhVyOrWgZubM6l9tqips3qwFSr//XvKx1q21krz6HCCl7YBDi7UFVgv5twf/1tpaPvZ4cFbld1GvrSfkE621yvbYTwt+UgGl0jMUcuX0xZF4P5hDMDbzxXaZDZ2h7J+Lqqo8d/w5dtt309TclNktZ2PSNdzFfA6kwfoj2iKumfnF+y0GGBCrBUXdI6CcWFEIIYSoMw36GlDUqmpnkPbt20dCQgK+vr7lHnPTTTed06BEFWRlafOOnE6tDO6JJ87uo3idTmvqMGAA7NqlBUobNmiB0z33VD84UtywaybYj0Nofwi/GPzb1myaQFUh9Tc4vATS/yjeH9QVWt+pve7pr+d2aOsM2U8UB02O+OKvihNQtGPyKum+aArUWl1bwrWvhZslDNUSgTshFMcmHdjAEG7Admn5wRFojRl223cDcFvEbQ0yOHJ5tO5zq/fDP6fFonod9IjUgqJ+0WBreG9NCCGEEI1QtQOkjh07YjRW/LTHHnvsrAfkLQ2qxE5RYPp0bQ6RzabNO7LZzv28nTvDCy/A8eOQkQFdulT/HPteggStXIyMv+DgQrA2hfCLtGApuCfoq/1rp1EVSP5ZK6XL2lO8P/hCaP1v7WtZgZjRBn6ttK2sc+afKhkwORLB6AeWMC2rZA0rCoIwlN09QMlRyPs1D/dxraW6PliPzwgfdKbygyOH4uD9ZG3Nqr7+fens27nq34t6IM0B3xzUtozi6kJaN9HmFV3UDJrUwK+lEEIIUdOkxE5UpNoldj/99BMff/wxM2fOpEk5a+lERUWRkJBQIwOsbQ0yvfrOOzB/vnZ79my47DLvjqfQ8S9g97Pa7bCLwHECcg6XPMboB2EDtWApdACYqjAzX1Ug6Qc49DbkHCzeHzpAC4yadKuxt1Bdqqri2usif1s+qkv7UzK1MmEZYEFvrTj7tiJ5BV+nfY1FZ+GFVi8QbAquiyGfE1WFfanw1QH4NQ48Bf96GPUwqBmMaQvtQ707RiGEEKIqGuQ1oKgT1f4of/r06cTFxbFkyRLatGlTZhe7tLS0GhugOMPvv8OCBdrtG26oP8FR+l+w5zntduSl0G2Ols3JjYPknyB5I6T/Ce4cSFyrbTojBPfSgqXwi8AWWfKcihsSv9UCI3tc8f6IodBqPAR2rLv3VwZPhoe8X/LwJGkdCHS+OqwDrJiaV15LFp8fzzdp3wBaY4b6Hhw5PfDzMS0wOnjan3ewDUa1gZGtJVskhBBCiPNDtTNIRqOx0jWFTpw4gcvlOqeB1ZXCTw/uu++++l9il5oKN90EaWlaOdyiRWCqBxM78pJh0y3gTAP/dtB3iVbWdiZnBqT8ogVLqZtLdH0DtOYKERdD2GDI2guHl4GjMBOph6bDtcDIv3Utv6GKqYqK8y8n+TvzoaA7m6mDCWsfKzpz5XOtVFVlzvE57LHvIcocxayWs+rt3KNUO6w5AN8egqzTmi50CIV/tYP+MWCShVyFEEI0MIUldgsWLJAMkiil2gFS06ZNSUyseCJ7VY6pLxpMetXj0Zom7NihrXP0/vvaorDe5smHLRO0OUGmIOj/LvhEVeF5Tq3zXPJGLcNUXqc5nUFbVLXV7eDbrCZHflY8KR4cPztQ0rSudvoAPdbBVoxNq56M3Zy1mQUJWhZwauxUOvlW0pq9jqkq7ErRmi5sPlG8bpHJoM0ruqIdtK3fCS8hhBCiUg3mGlDUuWqX2M2dO7fSY5YtW3Y2YxEVWbBAC450Opg1q34ER6oKu2dpwZHOAD3mVi04AjCYIXyQtqlTIHNPQbC0UZu3pDNBzJXQclzVz1mLVLdK/o58nH87QQV0YO5ixtLTgs5Y9Q59DsXBB8kfANDfv3+9Co7y3LDxmBYYHcko3h9ig8vbamV0gVavDU8IIYQQok5UGiC9++67RbfHjRvHrbfeWu6xd955J4qifbJer0vVylCvu9ht2ACFP4cJE6BfP68Op8jRDyBhjXa7wyNah7qzodNDUGdta3efVrJnsIKpfnya4050k/dzHkpWQdYoWI/tIhuG0OrXln2e+jnp7nSseis3hdePdvjxWbDmIPxwBHKdxfs7h8MVbbUyOlm3SAghxPlEutiJilRaYmexWBgwYAA6nY5169aVashwupkzZ6IoCrNmzcLpdJZ7XH1S79OrJ07AzTdDbi707w+vvlo/Fm5N/Q22PwAoEHMVXHCW6zDVY6pTJW9rHq59BfPpDGDpacHcxYxOX/33ejz/OE8ceQIFhZvCb+Ly4MtreMRVp6iwLUHLFu1MKt5vNsDFzWFMO2hVdpNKIYQQ4rxQ768BhddUGiCdOZ9o6NChpYKk9evXl7hvs9lwOBw1OMzaU6//OPLz4Y47YP9+iIjQ5h0FBXl7VJB7HDaPA3e2tjhr77e0krnziOuYi7xf81Dt2p+HIdKAbbANfeDZBaeqqjIrbhb7HPuINkczq+UsjLqzXA/qHGTmwdpD2tpFKfbi/VH+cHkbuKQl+Je91JMQQghxXqnX14DCqyq9QjszGLr99ttRVZWHHnqIV155pUrPaVRUFfbsgV9/1RZvjYqCpk21OUNNmlQvy/L881pwZDRqt+tDcOS2w85HtODIEg49XjhvgiPVpeJJ8uDc78R9RFvwVWfSYeljwdTBdE6/15uzNrPPsQ+A2yNvr9PgSFXhn1Pw9QH4OQ7cWqUgeh30joLRbaF7pHZfCCGEEKKxq/ZV2m233QbAlClTim6fD855DlJiInzzDXz9NRw7VvYxFosWLBVukZHFAVTTphAaWlw+9+WX2gbw8MNaW29vUxX4a5rWREFvhp7zwBLi7VGdNdWj4knx4Enw4I5340nxgFL8uLGZEetAK3rfcytpdHgcvJ/8PgADAgbQ0adu1m/Kc8NPx2D1ATicXrw/0AKXtYaRbSDCt06GIoQQQtQrMgdJVKTSEruoqCgSEhKqvB/Ax8cHu91e5mP1zTmlV3NzYd06LSj6/feSj7Vrp2V+kpK0dYuqwmjUSumaNoW//gKnU1sIdtas6mWe4tdA0g8QNRIiLgF9DS1Uc2AhHFqk3e7yDER7bw7N2VBVFSVN0YKhBA+eJA+q+4xffz0Ywg2YO5oxtjLWSDb0vZPv8W36t9j0Nl5o9QJBxqBzPmdFErK1tYt+OAI5p00F7BCqZYsGxmpzjYQQQojGTErsRHnqfhJEQ+fxwJYtsGYN/PijNk+oUHg4jB4Nl18OLVsW78/L0wKlxMSyt5QUrQ7K7Yb4eG0DaNECnnyy6sGRqsCBN+HwUu1+yk9gi9ZaZUePObdSuKT1xcFRi1saRHCkqipqloo7wY07wY0n0YOaV/rzAEOIAUOUAWO0EUOEAZ2p5mrNjucd57v07wAYGzq2VoOj+Cx45y/YdLx4n9kAQ1pogVFraboghBBCCFGpSgMku93O8uXLOTPR5HA4ytwP4PF4am6EdaTSErsDB7RM0TffwKnTFjX18YFLLtGCol69yu4wZ7VqwU6LFmWf2+WC5OSSQVNWFtx0k3b+qvA44e/pkKRdjOPXCnKOgiMe9syBgwuhxU0Qey2Y/Kp2zkLZB+Hvp7XbIf2g3f3Ve34dUj0q7mNu3Ce0LJGSo5Q6Rh+gLwqIjE2N6Ky1M/lGVVWWnVyGgkKsJZbhTYbXyutk5sOHu7Sskafgz1GaLgghhBDlkxI7UZFKS+z0en2ZZUaqqla4v6EESRWmV1NT4dtvtWzR/v3F+/V66NNHyxYNGaI1Y/AmZ6bWOCH9D+1+i5uh/YPgSISj78GJVaAU1FoZfKDZtdD8JrCGVu3cm28FRwL4xEL/dypdn0h1qahuFb2t7tqRK9kKzr1OXPtdpbJEOh8dxiijFhRFGdH71c24fsn8hbcS3wLgyWZP0sGnQ42e3+nR2nR/tBtyCzqRR/nDHd2hb7Q0XRBCCCEqIiV2ojyVZpACAgJ49dVXq3xCVVW5++67z2lQXpOWBrt3w9698McfsH07KKdlIFq3hiuugJEjISzMa8MsIfc4/P4g2OMAPXR8FJpfrz3mEw2dJkPrCXDsQ4j7GNw5cORdOLoCYsZAi1vBN7bscyse+ONxLTgy+EDPFysNjtwn3Dg2OFDzVAyRBkwtTRhbGtH71HxQoqoqnuMenHuduI+7ix/QgzHGqJXMRRnQB5Ud5NemXE8uHyR/AMCggEE1GhypqtaN7p0/4WSuti/AAjd11hovGOvBMllCCCGEEA1VtddBqoqGtg7SwsBALm/WjBiLhcAzP0EIDoZRo7RsUdu29Wsx1PS/YMfD4MoAgxW6zYbwi8o/3p0Lx1fC0fchP7Vgpx4ih0HL2yDwjO5qe1+EYyu02z1fqvDcqqri3OEkf2d+mY8bIg2YWhUES+eYWVIcCq79Llx7XSVK6PR+ekwdTZjam9BbvRslvHvyXb5L/w6b3sa8VvMINAbWyHn3pMCSnVrbbgCTAf7VDq7vBL7nR7d1IYQQotYVltgtWLBAMkiilEoDJKfTidlcvSuvs3mOt2RlZbE/MJAe3btjMBi0Vtzt20OnTtC/P/TrB4Z62PIraZ3WcltxgjkEer1SOsApj8cJCWu0TJI9rnh/SF9odTsEXwjxX8GuZ7T9be+B1v8u93SKQyHvxzzcCVoWxxBpwNzVjDvOjfuou2TJmw4MTQsySy2qHiypqoon2YNrjwvXEVepdtzmjmYMMYZ6sQbXsbxjTDs6DQWFceHjuCz4snM+Z2I2LP2zZAOGi5rDbV0hoppTyoQQQgghJXaifJWW2J1NoNNQgqNCK4FOkybhc+GF0KpV/QyICqmqNq/on4KyR79W0OtVsDU947Cy54gBWje72Ksg5l9wcoPW9S5rL5zaom0BHbXGDAARw6DV+HKH40504/jRgWrXgiBzNzOWXhZ0eh2mZibUASqeRA+uIy7cR9yo+arWYjvBA5vA2NSIsZURUwtTmc0SVJeK66AL514nSlpxVKSz6jC1N2HuYEbvX39qyhRV4Z2T76Cg0MzSjEuaXHJO58vOhw93a4u8Fi7w2ikM7uwB7RruElRCCCGEEPVWpRmk812D+vRA8cDeF+D4p9r9kD7Q/Xkw+RcfYlfI25SHJ96Dqa0Jczdz5Qudqiqc2gZHlsGprcX7/dpAv7fBWLqTnqqqOP9ykr89H1TQWXTYLrZhbFZ+zK0qWnDkOuzCfUwLloro0LrKtdSCJcWu4NrrwnXAheoqPs4QYcDcyYyxhRGdwfvZojOtz1jP20lvA/B0s6dp69P2rM7j9Ghd6T7cXbyWUZQ/3NYNBsTUr0pPIYQQoiFqUNeAok7V+3WQVq1axcKFC3G73aSnp2Oz2Zg7dy79+vWr9Lk33HADW7Zs4ejRo5UeW2mbb29z2+GPKZD6q3Y/egxcMBX0JkALWNyH3ORtzisKPJx7nDj3OTF3MFccKOl0ENpH2zL3wJH3tDlKXaaXHRzlqzg2OnDHFZTUhRmwDbNVmsnR6XVa84QYoxYsxRdklo66UZ0q7hNae+68X/Lg9NjJpMPYuqCMLqT+ZvcOOw6z/ORyAC4KvOisgiNVhV+Pw7I/ISlH2+dnhhs7a227TfX37QshhBANhrT5FhWp9xmkkSNHMmHCBMaOHQvA5MmTWbJkCcnJyejLWnOowPr16xk7diyBgYEVBkg18umBqoIzXZvPkxsHuUfBkQQ+MdCkOwR1KZHlqba8FPj9v5D9j3a/zX+0OUEFaQTFrpD3S15RwKKz6jB1MGnZl9yCH68ezO0LAqVzaHPtSfbgWO8oao5g7mTG0tdyTtkc1XNGZsmpjVkfpMfcyYypjQmduX6nTDLcGTx19CnS3GlEm6OZ3mI6Nn312r/nu+HF34rnGRn1MKagAYOsZSSEEELULMkgifLU+wDp999/p0ePHkXB0OrVqxkzZgxpaWk0adKkzOe4XC4GDhzIVVddxf/+97+aC5A8eQUB0LGCYOhYwRYH7uwKnqgDv9bQpBsEddOCJlvTqtVJZR+E7Q9AfjLojND5KYi+HCjIGh0syBoVBBWmViYsAyzorXpUj4prv4v8P/LPOVBSVRXXHhd5W/JA0bI61sFWTK1MVT5HlV7Ho+JJ8qAz6tCH13177rPhUl3MiZvDfsd+fPQ+PNPiGSLNkdU6R3Y+PPMT7C1oLjgoFm7vDpHSgEEIIYSoFRIgifLU+xK7Xr16Fd3Ozs5myZIl3H777eUGRwAvv/wy1113HWHVWKto6tSpjLnickYM6Q35pyA/BewnSgZDeScrOYsefKLApxnYIiH7kFayprog56C2Hf9MO9QSVhAwdde++rcD/Rn1U6m/wc5J4LGD0V9bhyi4JwBKbkHWqGD9H51Nh3WgFVOL4oBFZ9Bh7mjG1M6Ea78L559OlBxtQVXnP05M7UxYulsqDZRUp4rjZwfuI9pr6YP1+Fzigz6w5psj6Aw6jNH1/teyhOUnl7PfsR89eiZGTax2cJScC09vgONZ2uKu91wIo9rUzliFEEIIISV2omL1PoNU6IYbbmDNmjWMGjWKJUuW4O9fdslafHw8V111FZs2beL9999n+vTplWaQ1jwRyLVjhmBUcigx+aU85mDwbQY+zcG3uXbbtznYorUOcafzOLUOcel/QvofkPEnuDJLn9Ng00rxgrppAZM9HvY8Dyhgi9I61fm11DI5B1zk/5ZfnDVqbcLa31pmF7jTFWaUCgMlAPRogVI3S5lziDynPDjWOVCytONN7Qtey1j/Mzt1YX36et4+qTVl+L+w/+OKkCuq9fyjGfDUBkhzaPOLJg+AfjE1P04hhBBClCQZJFGeBvNR/UcffYTL5WLy5Mn07t2b7du34+dXuv7o4YcfZs6cOZhMVS/9ahMBOldGyfbeRl8t4CkMgE4PhiqZT6SqKqpDRWfToTOYtYCnSTdgnDZfKfdYcbCU/qeWofI4tA5yp3eRAwi8AHq+DJZgLWv0cx7uE6dljQZZMTWv2nstkVE64ML5hxYoufa5cO13YWpbkFHy12uB2H4XeZvywAMYwDrQirldw2rhXpv22/fzzsl3AOjv35/RwaOr9fy/T8LMn8Hu0hoxPH0RdKx60lMIIYQQQtSCBhMgAZhMJp577jnmz5/Pxx9/zPjxJdfnWb9+Paqqcumll1brvHNXwyB7c/J1/uS6bQwcOobhl44p93hVVSEflGylxKZmqyhZCkquUjRPxxBuwBBRsIUb0Jl04NdC22Kv0k6Yn1YcLKX/oWWcVA9EDIWuM1H1Flz/OLWsUUHLa1ObgkyOpfqZHJ1Bh7mDGVPbMwKlfwoCpXYm8IDroAsAfaAe2yU2DMHSQq1QmiuNV+JfwYOHZpZm3Nn0zmrNl/r5mNaQwa1AmA88MxRi5cMrIYQQolatXbuWtWvXAuB0Or08GlFf1fsSuzlz5jBlypSi+6qq4ufnx5w5c3jggQdKHPvYY4+xceNGfHy01tRJSUkcPXqUfv360atXL1588cVS5y8rvaqqKrhBySkIesoIhE5fm6fKdKBvoscYYSwKmnR+utIX1p48cCSCbwuUXFXLGsUXZI18dNgGVbzeUHWpila259x5WuldAVMrE9bBVi2wEwC4FBcz42ZyOO8w/gZ/nmnxDGGmqqd+Vv0Di3doxZwtg2D6xRBSupu6EEIIIWqRlNiJ8tT7AMnHx4etW7fSuXNnABYtWsT999/Pzp076dixI/Pnz2fTpk2sWLGi1HOXLVtWpTlIr9/wOvfeeS9G1Yiar2rrCCnlPqUEnU2H3l+P3k+PLqDgtr8enU2HkqHgOenRtlRPmdObdD5alqkwaNKH6NEZdFqJ2z4X+VtPyxq1M2Hte3ZZo6ooCpT+cKLYFax9rZg6mhpEJ7m6oqoq/0v8Hz9n/YwePVOaTaGjT8cqPVdRYdkfsHKfdr9bBEwdBL5StSiEEELUOQmQRHnqfYndnDlzuOuuuzCbzTidToxGI19//TUdO2oXpXFxcezbt6/U86644goOHjxIUlISQ4YMYeLEiVx77bVlvka/5v048ecJggKDCAgs+QeiM+rQ+RcHPnp/fYn7FWVWDE0MmFoWLOTqVvGkFARLydpXNV9Ftau4j7pxH3UXPElbeBUVPCc92hh8C7JGsbX749LpdZjbm4tK7KQRQ2nfpX/Hz1k/A3BL+C1VDo5cHnh1K2w4qt2/qDn8ty+YpWpRCCGEqHPSxU5UpN5nkGpbVlYWjwx/hBdeewGfQB90Fp22mXXofHXorGWUwNUAVVVRMk/LMJ30oGSWTluZ2hdkjer5QqmNwZ7cPTx3/DkUFC4KvIgJkROq9Lthd8Gsn+HPgi7xV3eAO7prLb2FEEII4R2SQRLlkQCpHv1xKHlKcXYpV8XUxoQxpvpZI7vHTpYniwhThJTH1ZAUZwrTjk0jx5NDK2srpjWbhklfeffAdIfWxvtIhnb/3z20AEkIIYQQ3lWfrgFF/VLvS+zqE1VVyVfzcXgc5Cq5ODwO7IqdXCUXu8eOXbEXfc1T8oi1xNLZpzPNrc3R6ypfVFVv1aNvpsfUrOotyguddJ5kR84OdubsZJ99HwoKHX06Mi58HLHW2LN5u6JAvpLPy/Evk+PJIcAQwH+j/1ul4OhElrYA7MlcMOrh4X5aaZ0QQgghhKi/JIOUlUX7h9rTp38f2rZvS8tWLfHgwaN6yFPySgQ9uZ5clKp2bziNr96XTj6d6OzbmQt8L6iRzI6iKhxyHOL3nN/ZmbOTeGd8mcfp0XNJ0CWMDRuLn6H0ulGiYqqqsiBhAb9l/4YBA082e5K2Pm0rfd6+VJixEbKdYDPCk4OhW2QdDFgIIYQQlSqcg7RgwQLJIIlSJEDKyqLPl33o0aMHBkP1Z8zb9DZ89D74GHzw0fvga/DFprdh0Bk46DhIgjOh1HNCjaFc4HsBnX0708mnE4HGwCq9lkNx8Hfu3+zM3skfuX+Q7cku8XiwMZgefj3o6dcTg87AB8kfEJcfB4CfwY/rQq9jaNDQKmWzhGb1qdV8mPIhAOMjxzMsaFilz9kaD8/9Ck4PBNu0Nt6tmtT2SIUQQghRHVJiJ8ojAVJWFh0e68ATU57AZrVhwIBBZ0Cv02PVW0sFPz567bbNoAVGlQUbaa409tj3sCt3F7vtu0l3p5c6ppmlGRf4aAFTO5922PS2osdOuU4Vlc7tse/BrbpLPLeVtRXd/brTy68XzSzNSmSmPKqH9Rnr+TTlU3KV3KLXGhcxjg4+MhGmMn/m/Mm8E/NQURkWNIzxkeMrPF5VYfUBWLRDa+kd7Q/PDIEISdwJIYQQ9Y4ESKI8EiAV/HHcd999jBkzhhEjRtTaa6mqSoIzgd323ezK3cVe+14ciqPEMQYMtLW1pZm1Gfvs+4oyQIVMOhOdfTvTw7cHPfx60MRUeWoi25PNZymfsT5jfVGJYH///twYfiPBpuCae4PnkSRnEk8dfQq7YqedrR1Tmk3BpCt/3lGeG+ZvhY3HtPsdQuGpiyDAUkcDFkIIIUSVSYmdqIgESF789MCjejicd5jduVrAdMBxAA+eUscFGALo6deTnn49ucD3Aiz6s7vqPpZ3jOUnl7PPoa0bZdaZuTLkSi4PvrxKTQcaC4fiYPrR6cQ74wk2BjOzxcwKyyDjs2D2L3AsU7s/vBX8pxdYpAWKEEIIUW9JBkmURwKkevTHkafksd++n132XZzIP0FLa0t6+vWkpbVljc0bUlWV37J/Y0XyCtLcaQCEm8K5JfwWevj1aPRtwRVV4dX4V/k953dMOhPTmk2jla1VucdvPgEv/6atdWTUa4HRiNbQyL+NQgghRL1Xn64BRf0iAVJWFi3Gv0v3C9rTsW1LOndog9UIVqPWfczXDD6mgs0IPuaCrybtmIZ6IZyn5PHlqS9Zk7amaF5TV9+u3BJ+C1GWKC+PzjtSXCm8nfQ2f+f+DcDdTe9mcODgMo/1KPDuX/DZXu1+mA9MGQTtQupqtEIIIYQ4W1JiJyoiAVJWFu1m7D+rLnZ6HdhMxQFT4eZb8LV9KFzYFJrYKj+Xt5x0nuT95PfZkbMD0NqCj2gygqtDr8bH4OPl0dUNRVVYn7GeD1M+JE/JA+BfIf/i+rDryzw+Iw9e2AR/ntTud4+ExwZAoMw3EkIIIRoMySCJ8kiAlJVF9KhJzJn3ChisONzahPs8t1Y2dfqWX3p6UJW0DYbeUXBhFLQJ1gKr+uavnL9YnrycRGcioM1PCjWFEmgMJMgQpH01Fn8t3Odn8GvQbcNPOk+yOGkxe+1aKijYGMy/I/9NN79uZR7/T6o23+hUQW+NGy6Am7vUz5+pEEIIIconAZIojwRI1fjj8ChnBE1usDsLvhbsyy24n+7QMgw5zpLnCLIWB0s9I7UM1LlSVUjOhSMZ2nY0Q3vdIS1gSHMwVTEx5lJdfJ/+PStTVxZlUiqjR0+gMZBAQ3EAFWgMJNYSS2//3hh19bNTgaIqrE1fyycpn+BUtR/SsKBh3Bh2IzZD6ZSfqsKag1oLb7eiZQkf7g99o+t65EIIIYSoCRIgifJIgFSLbb49Cuw7BdsSYHuCFriczqiHC8K0gKl3FERX4W8zz62dpzAQKvxqd5V9fIgNru4AI9toc6aqItuTzQH7ATI8GWS4M8h0Z2qbJ5MMt7bPpZbzgqcJNgYzKngUQ4KGlFjbydsS8hNYlLSIA44DAISZwrgz8k4u8L2gzOPz3LBgG/x4VLvfMkibbxTlXzfjFUIIIUTNkjlIoiISINXhpwfJucXB0h8nwXVGyV6Uf3Gw1ClMy0IdzigZCCVmQ3k/MJsRmgdpF/AuD2w4pmU7APzN8K/2cEVb8D/HuTKqquJQHGS6M0sEUYVf09xp7LPvK2pZ7qv35bIml3FZk8vwN3ovqvCoHtakrWFl6kpcqgsdOoY3Gc51YdeVG8AlZmsldUcytPtDW8B9vasebAohhBCifpIMkiiPBEhe+uPId8NfyVqwtDUeUuwlH9dRfiAE0NQPWjaBFoHQIghaNYFw35JzYVLt8Pk+WHtIy4KAFkSNbANXtYeQWuzBkOZK45u0b/gx88eicj2zzsyQoCGMCh5FmCms9l68DMfzj7MocRGH8w4DEGmKZELTCbT3aV/uc7bEw0ubIbeghfeEnnB5m4bbuVAIIYQQxSRAEuWRAKkWS+yqSlUhLlPLLm1LgL2poBT8VGzG4gCoRVBxQFSduUtZ+bB6P3y5v3hOlFEPl7SEazpUrbTvbOV4cvgh/Qe+S/+OLE8WoM1b6h/QnyuCryDWGlt7Lw64VTdfnfqKL1K/wIMHPXpGBY9ibOhYzHpzmc9RVHjvL/h4j3Y/xAZTB2ldCYUQQgjR8EmJnaiIBEj18NOD7HytpCvCV8sK1VTGwuHSskmf7yvuwqbXwcBYuK6TFoTVlnwln42ZG/km7RtSXClF+7v7dmdMyJgKMzln60jeERYlLiIuPw6AaHM0dzW9i9a21uU+Jz4L3vwd/kjS7neLgEkDINBa48MTQgghhBfVx2tAUT9IgNQI/zicHthwFD7dCwnZxft7NYVrO0HnsNorI/OoHrZkb2H1qdVFgQtAW1tbxgSPobtf93NuG+5SXHx+6nNWn1qNgoIePWNCxnBVyFWY9GWn3g6kwad7YNPx4tLGazvBrV3A0HC7mAshhBCiHI3xGlBUjQRI9aDEzlsUVQsIPtkDh9KL93cIhX+10zJYARYte2Iz1mzQpKoqf+X+xeq01UVrEIGW5RkdMppuvt3IV/LJU/LIU/JwKA7ylXwciqNoX6lN1b6ecp0izZ0GQDNLM+5qehctrC3KGIPWiv2TPcWLvoLWLOPfPaSFtxBCCHG+khI7UREJkOTTA1QVdiZpgcLfyWUfY9RDoEULmAqDpgCLti/wtH2nH1PVxVMPOg6y+tRqtudsr7H3ZMDAVaFXMSZkTKm1mBQVNp/QMkYH0or3tw3Wskb9Y2ThVyGEEOJ8J9eAojwSIMkfRwn7UrXSu7+TtUVvz5avWWtX3i9aK92rSlOJhPwEVqet5tfMX4tahAPo0GHRW7DpbVh0FmyG4q9WnRWrXtuK9uttdPTtSFNz0xLnd3q0tYw+O6O0sEckXNsRukZIhzohhBCisZBrQFEeCZAacYldZdyK1jAiMx8y87RueJn52tes0/afvs9Txm+TyQA9IqBfDPSJhqBKGh7keHLI8eQUBT5mnfmc5iXZXfDtQfjiH0g7oznF2I7QJvisTy2EEEKIBkhK7ERFGkSAtGrVKhYuXIjb7SY9PR2bzcbcuXPp169fqWNVVWXZsmUsW7YMg8FAeno6ffv25bnnniMoKKjU8fLpQc1RVa2NeGa+lonafAJ2JJVcEFcHdAzTytj6RUPTWlw3NiMPvvwHvj5YnA0z6uHSlnB1Lbc3F0IIIUT9JteAojwNIkAaOXIkEyZMYOzYsQBMnjyZJUuWkJycjF5fMrOQk5NDZGQkO3bsoF27dtjtdoYNG0ZMTAyffvppqXPLH0ftynPDjkT47QRsTSheh6lQiyAtUOoXA62bnFuJm6pqr5dih68PwHeHi4MzmxEubwtXtodg29m/hhBCCCHOD3INKMrTIAKk33//nR49ehQFQ6tXr2bMmDGkpaXRpEnJxXvy8/OZP38+jz76aNG++fPnM3nyZHJzc9GdcQUufxx1x63AnhTYdEILmFLtJR8P89ECpf4xWie5HCdkO7XsT+HtnIL7WeXsP7PEL8iqBUWj2oBf2evCCiGEEKIRkmtAUR5j5Yd4X69evYpuZ2dns2TJEm6//fZSwRGAxWIpERwB2O12wsPDSwVHp5s6darMQaplRr3WCKFrBNzdU2st/tsJ+C0ejmZomZ+v9mvbuYr0g2s6wCUtwdIgfsuFEEIIUVcK5yAJUZYGkUEqdMMNN7BmzRpGjRrFkiVL8PevfAKLqqr06dOHO+64g3vvvbfU4/LpQf2QkK0FSr+dgL0pxYu16nXgawJ/i5YB8jODn+m02xbwNxccY9a65/mbIcRHWnULIYQQonxyDSjK06ACJACXy8XkyZNZs2YN27dvx8/Pr8LjX375ZX755Rc+/fTTMjNI8sdR/2Tlg8OlBUU1vUCtEEIIIQTINaAoX4MLkACcTie+vr4sXLiQ8ePHl3vchx9+yPvvv88nn3yC1Vp2b+nT23ybzdoklREjRkipnRBCCCHEeWbt2rWsXbsW0K4npc23KEuDCJDmzJnDlClTiu6rqoqfnx9z5szhgQceKPM5H330Ee+++y4rV67EYrFw4MABmjVrhsViKXGcfHoghBBCCNH4yDWgKM/Zr75Zh2bOnMmuXbuK7i9evBiPx8Pw4cMBrUvdjTfeWPT4Rx99xBtvvMGyZctwuVzk5OQwY8YMEhMT63zsQgghhBBCiIajQfT3mjNnDnfddRdmsxmn04nRaOTrr7+mY8eOAMTFxbFv3z4AkpKSuPnmm/F4PISHh5c4z7PPPlvua0gXOyGEEEKIxkG62ImKNIgSu9ok6VUhhBBCiMZHrgFFeRpEiZ0QQgghhBBC1AUJkIQQQgghhBCigARIBaZOnVrU9lEIIYQQQpy/1q5dy9SpU709DFFPyRwkqT8VQgghhGh05BpQlEcySEIIIYQQQghRQAKkAlJiJ4QQQgjROEiJnaiIlNhJelUIIYQQotGRa0BRHskgCSGEEEIIIUQBCZAKSImdEEIIIUTjICV2oiJSYifpVSGEEEKIRkeuAUV5JIMkhBBCCCGEEAUkQCogJXZCCCGEEI2DlNiJikiJnaRXhRBCCCEaHbkGFOWRDJIQQgghhBBCFJAASQghhBBCCCEKSIBUQOYgCSGEEEI0DjIHSVRE5iBJ/akQQgghRKMj14CiPJJBEkIIIYQQQogCEiAVkBI7IYQQQojGQUrsREWkxE7Sq0IIIYQQjY5cA4rySAZJCCGEEEIIIQpIgFRASuyEEEIIIRoHKbETFan3JXarVq1i4cKFuN1u0tPTsdlszJ07l379+pX7nDfeeINFixZhs9kICgpi4cKFxMbGlnmspFeFEEIIIRofuQYU5an3GaQ333yTf//733z33Xds27aN/v37c8UVV6AoSpnHr1y5kpkzZ/L999+zadMm+vXrx5VXXlnu8UIIIYQQQghRqN4HSLNmzeLqq68uuj948GBOnTpFZmZmmcfPmzePW265hdDQUAAeeOAB/vzzT9atW1fh60iJnTjfye+3qI/k91II4Q1SYicqUu8DpF69eqHXa8PMzs5myZIl3H777TRp0qTUsU6nk23bttG1a9eifUFBQTRv3pxff/21wteZPXs2I0aMqNnBC1GPyIWoqI/k91II4Q0jRoxg9uzZ3h6GqKfqfYBU6IYbbiAqKgqTycRrr71W5jGpqam43W6Cg4NL7A8ODiYxMbEuhlnj/9nX5PnO93PJeWpffXpP9eEc58MY6sN78OZrn8vzvfVcb712Q/teNaT3WZfPO1/HWJ/+rxQNn9HbA6iqjz76CJfLxeTJk+nduzfbt2/Hz8+vzGN1Ol2V9gEU9qjIysqqkXF+9dVX9O/fv0bOVdPnO9/PJeepmNPpPOff8/r0nurDOc6HMXj7PZzr76U337+3nuut125o36uG9D7r8nnn6xjP5jmF//bU835lwgvqfRe7MzmdTnx9fVm4cCHjx48v8ZjL5cLHx4elS5dyyy23FO1v1aoV48aNY/r06aXOd+LEiXI73AkhhBBCiPPb8ePHiYmJ8fYwRD1S7zNIc+bMYcqUKUX3TSYTZrOZnJycUseaTCZ69+7NX3/9VbQvMzOTY8eOMXDgwDLPHxUVxfHjx/H39y83yySEEEIIIc4vqqqSnZ1NVFSUt4ci6pl6n0Hy8fFh69atdO7cGYBFixZx//33s3PnTjp27Mj8+fPZtGkTK1asALQ23xMnTuTvv/8mJCSEZ599ls8++4zff/+9qNmDEEIIIYQQQpSlQWSQ7rrrLsxmM06nE6PRyNdff03Hjh0BiIuLY9++fUXHX3PNNSQlJTF8+HCsVitBQUF8+eWXEhwJIYQQQgghKlXvM0i15cCBA4wcOZLExERMJhMAc+fO5e677/byyISoOfn5+UyfPp0NGzbgdrsJDAxkwYIFtG/f3ttDE41QamoqEydOZMuWLRw5cqTEY8ePH+fuu+8mIyMDh8PBhAkTuPfee700UiHE+aa8f38OHTrE7NmzOXDgAKqq4nQ6eeqppxg9erQXRyu8rdGmVYYPH05KSgqpqalkZmZy2WWXcc8995CQkODtoQlRYx577DF+/PFHfvzxR7Zt28bgwYMZMWIEdrvd20MTjcyuXbu49tprCQkJKdUxSlEU/vWvfzFw4EA2bdrEd999x4wZM/j888+9NFohxPmkon9/3nzzTYxGIxs3buTnn39m8uTJXHXVVezcudNLoxX1QaMNkJKSkujYsSM+Pj4A3Hrrraiqyg8//ODlkQlRMxRFYfHixdx5551YrVYAHnzwQY4dOyYXnqLOhYaGsnbtWnr37l3qsR9++IG///6b+++/H4CwsDBuvvlm5s2bV9fDFEKchyr696dv37488sgjRY26rrnmGgICAvjuu+/qepiiHmm0AVKfPn3466+/iIuLA2DevHnodDouvfRSL49MiJqRmpqKw+EgPDy8aF9QUBBWq5WtW7d6cWSiMYqMjMRisZT52K+//krz5s0JCAgo2te9e3e2bduGy+WqqyEKIc5TFf37c91119GuXbui+4qikJ+fT0RERF0NT9RD9b5JQ2356aef6NGjB82bN8dkMmEwGPjiiy+k1aM4b4SFheHj41P0IQBAWloaeXl5pKWleXFkQpSUmJhIcHBwiX3BwcG4XC5SU1Np2rSpl0YmhGhsvv76a0JDQ7n++uu9PRThRY02g9S1a1cOHDjAwYMHcTqd3H777dxwww0cOnTI20MTokbodDruvvtu3njjDVJTU1FVlWeeeQaz2VzuJ2lCeEt569DJ+nRCiLpy6tQppkyZwocfflg0BUM0To0yQEpNTeXvv//mlltuoXXr1oA2Sc/tdnPXXXd5eXRC1Jy5c+dy0003ceWVVzJ06FC6d+9Ou3btin7vhagPmjZtWiqrmZaWhslkIiQkxEujEkI0JtnZ2Vx77bW8+OKL9OvXz9vDEV7WKAOkvLw8gFKfouv1etLT070xJCFqhdFo5Mknn+TXX39lw4YNXHfddRw5coTLL7/c20MTosjAgQM5evQo2dnZRfv+/PNPevfuXbQMgxBC1Jbs7GyuvPJKJk+ezIgRI8jPz+fAgQPeHpbwokYZIMXExBAYGMiKFSuK2h3Pnz8fp9PJ2LFjvTw6IWrOtGnT+Oabb4ruP/3001x11VV069bNi6MSoqRLL72ULl268PrrrwNalv/999/n0Ucf9fLIhBDnu+zsbEaPHs1dd93FoEGDyMnJ4dChQ8yaNcvbQxNe1GgXit2xYwfXXnstSUlJmEwmXC4XN998M4sWLfL20ISoMUuWLOHFF18kJCQEp9PJ0KFDmTFjhsxBEnXO4XAwatQokpKSOHr0KP369ePaa69l4sSJgCwUK4SoPRX9+zNx4kQWLFhQ6jm33XYby5Ytq/vBinqh0QZIQgghhBBCCHGmRlliJ4QQQgghhBBlkQBJCCGEEEIIIQpIgCSEEEIIIYQQBSRAEkIIIYQQQogCEiAJIYQQQgghRAEJkIQQQgghhBCigARIQgghhBBCCFFAAiQhhBD1kqIo5Obmeu31s7OzvfbaQgghvEcCJCHEeaVr1674+Pig0+kICQnh0ksvLfH4d999h06nY9GiRSX2P//880RGRqLX64mMjGTHjh11Oewio0ePJjg4GJ1O16BWca/pcR89epS+ffvyzz//nPvgztLo0aP54IMPvPb6QgghvEMCJCHEeeWvv/5i2rRpALz22mv88MMPJR5fv349AOvWrSuxf/Lkyfzwww/06dOHpKQkevbsWTcDPsPXX3/NypUrvfLaVTF9+nR0Oh1Hjx4tsb8mx52YmMjgwYMZ1lv5zAAADBRJREFUN26c134OAIsXL+bhhx/m/fff99oYhBBC1D0JkIQQ551hw4YBxcHQ6datW0dAQADr169HVdUSj61fv77oucJ77r33Xpo3b87999/v1XG0a9eO6dOnc88995CYmOjVsQghhKg7EiAJIc47F154IYGBgaWyRBkZGSQmJnLjjTeSkpLC33//XeLx9evXc8kll9TlUMUZdu3axRdffMEjjzzi7aEAMH78eIxGI6+++qq3hyKEEKKOSIAkhDjvGAwGLrroIo4dO8bhw4eL9m/YsIGLL764KEt0egClKApbtmxh4MCBAGzcuJH/+7//o2XLloSGhhIbG8uDDz5ITk5O0XNGjhyJxWJBp9MRGRlZNK9px44dREZGYjQaCQ0NZevWrQDk5eUxbdo0WrVqRXBwMNHR0dx9992kpKRU6X0pisJLL71Ex44dCQ4OJiIigptuuqnEe5w1axaRkZHodDpuv/12PvnkE3r06EFAQAB9+/Zl+/btpc6bkpLCLbfcQpMmTYiKimL48OHs2rULnU6HzWYjMjKSgwcP0rVrV+bNmwdA7969iYyMJDIykrS0tFLjnD59Om3atKFJkyZcffXVJCcnV+k9fvTRRwClMnnt27fHz8+vRHnf8ePHiYyMxGw206JFi6Jj3333XSIjIzEYDAwZMoSNGzfSt29fAgIC6NOnT9HP46WXXqJNmzaEhoZyxx13lNkQwmw2M2jQID788MMqjV8IIcR5QBVCiPPQyy+/rALqokWLivZNnDhRXbx4sZqcnKzqdDp19OjRRY9t27ZNHTJkSNH9sWPHqkOGDFFTUlJUVVXVnTt3qrGxsep1111X4nUmT56sAurOnTtL7E9OTlZDQkJUu92uqqqqejwe9bLLLlOjo6PV7du3q6qqqgcPHlS7dOmitmvXTs3Ozi567o8//qgC6tKlS0uc89///rfq7++vfv/996qqqmpSUpI6dOhQNSwsTD1x4kSJYwG1Y8eO6pQpU9T8/Hw1PT1d7dOnjxoaGqo6HI6i4/Lz89Vu3bqpsbGx6u7du1VVVdU///xT7du3rwqot912W4nzPv300yqgHjlypNT3vHDc3bp1Uz/55BNVURR17969akhIiHrFFVeUOr4sQ4YMUSMjI8t8rLzXvvjii9XmzZuXOr558+Zqy5Yt1XvuuUe12+1qVlaW2r9/fzUsLEz93//+p37xxReqoijqpk2bVIPBoE6ZMqXM1500aZIKqHFxcVV6D0IIIRo2ySAJIc5LZWWJ1q1bx7BhwwgLC6NLly789NNPuN3/396dhUT1vnEA/86Ypg65oHbGtMylcCnMpUUTUwMrQ9vMwos0LLsQC7EI8iYrSI0KAiUFyRYJVDQiyEpN6KLlyokwM03KjERbFW3c3v+FnvNvnNHKyvrZ93N3zrs877GLfHy3IQDG+488PT1x6tQpODo6AgCWLVuGrKwslJeX4/nz50q95ORkAMDFixcN4peWlmLLli2wsrJSnm/fvo3jx48jKChIiXHmzBk0Nzfj/Pnzk37PvXv3UFxcjIyMDOVkPkmSUFRUhK6uLpw8edKozfv373Hs2DFYWFjAzs4Oqamp6O7uxv3795U6xcXF0Ol0OHz4MHx9fQGMngT4M/t/PDw8EB8fD5VKBW9vb2zcuBHV1dUYGBj4Ztvnz59DkqQpxx6vo6MDx48fh5WVFebMmYPU1FR0dXWhpqYGmzZtgkqlQkhICEJDQ1FRUWGyD61WCwBobm7+ZeMiIqK/FxMkIpqRli5dirlz5+Lu3bsARk9G0+v1cHd3BzCaQPX09CjLrcbvP8rNzUVwcLBBn4sWLQIAPH36VHnn7e2NFStWoLS0FIODg8r7kpISJCUlKc9lZWUAgOjoaIM+5WTp1q1bk37PRO29vLxgY2Njsn1gYCBmzZqlPM+fPx8ADA4cuH79OoDR5YJfi4iImHQ8k1m1apXBs4uLC4aGhtDd3f3Ntu/evYNGo5ly7PG8vLzg4OBgMBYARv+2rq6ueP36tck+5PG8e/ful42LiIj+XkyQiGhGUqlUiIiIQGdnJ548eYK6ujpERkYq5V/PMA0ODkKn02HFihVKeUdHB9LT07FkyRJIkgStVov4+HgAMNpzk5ycjK6uLty8eRMAoNPp0Nvbi7CwMKVOS0sLgNGESN67o9Vq4ePjA41GY9TneHL7zZs3G7TXarUQQuDDhw9GbeTZL5mFhQUAGMzktLW1AQCcnZ0N6sqzJlPxPXEnMjAwYJDU/azxYzE3Nzf53sLCAv39/Sb7kMfzPeMnIqL/vl/3vxAR0V8mKioKZWVlqKurQ0NDg8GlsWvWrIGZmRlqa2sRGRmJgIAA5Rfhnp4ehISEQKVSobKyEoGBgVCpVKivrzdIsmQ7d+5ERkYGSkpKEBcXZzR7BEA5Ury1tXVKMyRy+/r6evj5+X1XG7X6238Dk/sV4448/xnfE3ci1tbWBjNx32NkZGTCMpVK9UPvTZETI2tr6x8aFxER/TdxBomIZix5yVxdXZ3RHiMbGxsEBwfj/v37uHHjhsHyutraWrS3tyMtLQ1BQUHf/GXa3t4ecXFxuHHjBt6+fYurV69i165dBnUWL14MYHRmarxnz57h8ePHk8aYrP2rV6+UpYI/ysPDAwDw9u1bg/fjn6eLs7MzPn78OGkded+Y7HtPAZwqeTzz5s37rXGIiOjvwASJiGYsLy8vLFiwANXV1dBoNEbLxqKiojAwMICCggKD5Gn27NkAjGcZ2tvbJ4yVlJSEwcFBJCUlwdfXF25ubgblCQkJAIBr164ZvBdCYMeOHaipqZn0WyZqDwDp6em4cuXKpO0nEhsbCwDK8kBZfX29yfry7JecpFy+fNnkhbxT5efnZzIJ/NrX5V1dXWhtbf1l8U15/fo11Go1fHx8fmscIiL6OzBBIqIZLTIyEnq93uheHeD/+5DMzc3h7++vvA8NDYWzszPy8/PR1NQEYPR0tRMnTkwYZ/369dBqtbh9+7Zyst3XEhMTsWHDBuTl5eHevXsAgL6+PmRmZuLLly9ISUmZ9DvCwsKwb98+XLhwAVVVVRBCYHBwEKdPn8aDBw9w8ODBb/4sTElJScHSpUuRm5uLxsZGAMDjx48nTLi8vb0BAI2NjdDr9cjJycGnT5+mFNuUtWvX4vPnz3j58uWEdfLz86HX69HX14cjR47A1dX1l8U3RafTYfny5bC1tf2tcYiI6C/xB48YJyL67S5duiQAiMrKSqOyvr4+MXv2bLF161ajMp1OJ6Kjo4WdnZ3w8PAQ0dHRyt1KNjY2Yt26dUZtMjMzhUajEb29vSbHotfrRXZ2tvD09BROTk7C3d1d7NmzR3R0dCh1YmJihL29vRInICBAKRsZGRHnzp0Tfn5+wsHBQbi5uYmEhATR1NSk1CkqKhKSJAkAwtLSUkiSJIQQYv/+/Qb9fj3+zs5OkZiYKGxtbYWLi4uIjY0VL168EADE7t27Db5heHhYpKSkCCcnJ+Hi4iL27t0rhoeHRXJyskH/W7ZsEUIIERwcLDQajQAgHB0dRXZ2tsmfjay7u1tYWVmJs2fPGpXJ9yD5+/sLGxsb4efnJ+7cuSPWrFkj1Gq1kCRJlJaWips3bwpJkoRarRbm5uZCkiTR1tYm0tLSDMYYFxcnhoaGhCRJwtLSUgAQkiSJoqIiJeabN2+Eubm5KCwsnHTcREQ0c6iE+IU7c4mIaEbo7OyEVqvFoUOHkJeXN62xjx07hsLCQrS0tCj3SAHA0aNHkZ2djba2NixcuHBaxnLgwAHU1NSgoaFBOQGPiIhmNi6xIyL6x4WFhRkdfCBfJhseHj7t48nKysLKlSuxbds26PX6aY8vKykpQXl5OaqqqpgcERH9Q5ggERH94x48eICsrCwlGdHpdDh8+DDCw8MRExMz7eMxMzNDRUUFVq9eDZ1ON+3xZY8ePcLDhw+VEwSJiOjfwHuQiIj+cTk5OaiqqoKHhwf6+/sxZ84cbN++HdnZ2T91p9HPUKvVyMrK+iOxZQUFBX80PhER/Rncg0RERERERDSGS+yIiIiIiIjGMEEiIiIiIiIawwSJiIiIiIhoDBMkIiIiIiKiMUyQiIiIiIiIxjBBIiIiIiIiGsMEiYiIiIiIaMz/AII0lOya0iaLAAAAAElFTkSuQmCC", "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, wl, collection = spectra)\n", "spectra = plot_collection(Fp_Fs_MgSiO3, wl, collection = spectra)\n", "spectra = plot_collection(Fp_Fs_SiO2, wl, collection = spectra)\n", "spectra = plot_collection(Fp_Fs_both, wl, collection = spectra)\n", "spectra = plot_collection(Fp_Fs_patchy, wl, collection = spectra)\n", "\n", "# Plot spectra\n", "title = 'Reflection - UVIS Wavelengths'\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', spectra_labels = ['100% Clear', '100% MgSiO3', '100% SiO2', '100% Both', '25% Patchy'],\n", " legend_location = 'outside right', wl_axis = 'log', colour_list = ['red', 'orange','limegreen','dodgerblue','violet'],\n", " plt_label = title,\n", " figure_shape = 'wide', \n", " wl_max = 1, y_max = 2.6e-4)\n", "\n", "# Plot spectra\n", "title = 'IR Wavelengths'\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', spectra_labels = ['100% Clear', '100% MgSiO3', '100% SiO2', '100% Both', '25% Patchy'],\n", " legend_location = 'outside right', wl_axis = 'log', colour_list = ['red', 'orange','limegreen','dodgerblue','violet'],\n", " plt_label = title,\n", " figure_shape = 'wide', \n", " wl_min = 1)\n", "\n", "\n", "# Plot spectra\n", "title = 'Aerosol Absorption'\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', spectra_labels = ['100% Clear', '100% MgSiO3', '100% SiO2', '100% Both', '25% Patchy'],\n", " legend_location = 'outside right', wl_axis = 'log', colour_list = ['red', 'orange','limegreen','dodgerblue','violet'],\n", " plt_label = title,\n", " figure_shape = 'wide', \n", " wl_min = 8, wl_max = 12,\n", " y_min = 3e-3)\n" ] } ], "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 }