{ "cells": [ { "attachments": {}, "cell_type": "markdown", "id": "59a8052d", "metadata": {}, "source": [ "# Clouds In Transmission Spectra" ] }, { "cell_type": "markdown", "id": "f3cbee54", "metadata": {}, "source": [ "Now that you have completed the [\\\"Generating Transmission Spectra\\\"](transmission_basic.html) tutorial, the time has come to tackle that most dreadful of spectres: clouds πŸ˜Άβ€πŸŒ«οΈ\n", "\n", "Aerosols / clouds are often considered the bane of exoplanet astronomers: observers fear clouds ruining their observations (whether on Earth or on the planet of study), while modellers recognise that aerosol formation and their interaction with radiation is a very challenging discipline. \n", "\n", "But fear not! After completing this tutorial, you will be able to implement several aerosol prescriptions into your forward models and retrievals using POSEIDON to see how they influence spectra.\n", "\n", "In this tutorial, we will often use the term 'cloud' as a loose term to refer to atmospheric aerosols agnostic of how they formed (so they can be true condensate clouds, photochemical hazes, or some egregious mixture of multiple substances).\n", "\n", "Clouds are a huge topic, so naturally this is a quite long tutorial! For beginners, we recommend just covering the first part to see how the common 'deck + haze' parametric prescription for aerosols is implemented in POSEIDON. The remainder of the tutorial covers Mie scattering aerosols (**new in POSEIDON v1.2!**), which is a topic worth revisiting after you have explored some of the other tutorials.\n", "\n", "
\n", "\n", " **Note:**\n", "\n", " If you downloaded the aerosol database hdf5 file for v1.2, you will need to download the new version released with v1.3.1, which has updated, more accurate aerosol scattering properties. You can find the updated aerosol database on [Zenodo](https://doi.org/10.5281/zenodo.15711943).\n", "\n", "
\n", "\n" ] }, { "cell_type": "markdown", "id": "21acc4b3", "metadata": {}, "source": [ "## Importance of Clouds" ] }, { "cell_type": "markdown", "id": "2f10149c", "metadata": {}, "source": [ "Clouds are important to consider in transmission data due to three reasons:\n", "\n", "1. For tidally locked exoplanets, there exists a large temperature gradient between the day and night side. Since we probe the day-night terminator with transmission spectra, where hot gas is being cooled as it circulates to the night side, we are observing a region where the large temperature gradient can drive aerosol formation (e.g. cloud condensation or photochemical haze production).\n", "\n", "2. Due to the slant geometry of transmission spectra, stellar rays follow a long path through the atmosphere. This means that even a small concentration of aerosol particles can lead to a large optical depth along the line of sight and hence significant spectral features.\n", "\n", "3. In transmission spectra, even a small amount of aerosol scattering can cause a beam to be lost to the observer. Therefore we observe the combined effect of absorption and scattering (*extinction*) resulting from aerosols.\n", "\n", "The diagram below illustrates how clouds can impact exoplanet transmission spectra. The left panel shows the observer's perspective, while the right panel shows a side view of stellar rays passing through the planetary atmosphere towards the observer." ] }, { "cell_type": "markdown", "id": "b0c93cd9", "metadata": {}, "source": [ "" ] }, { "cell_type": "markdown", "id": "17cc394f", "metadata": {}, "source": [ "### Hot Jupiter Case Study: WASP-17b" ] }, { "attachments": {}, "cell_type": "markdown", "id": "bef7bfd7", "metadata": {}, "source": [ "We'll be simulating cloudy transmission spectra for a hot Jupiter called WASP-17b ($T_{\\rm{eq}} = 1700$ K).\n", "\n", "WASP-17b is an ideal hot Jupiter to study exoplanet clouds because of the recent discovery of a direct detection of quartz ($\\rm{SiO_2}$) clouds from JWST MIRI mid-infrared transmission spectra ([Grant et al. 2023](https://ui.adsabs.harvard.edu/abs/2023ApJ...956L..32G/abstract)). This means WASP-17b is hot enough for mineral clouds to form!\n", "\n", "First, we'll define the planet properties that we will be using for the rest of the notebook. " ] }, { "cell_type": "code", "execution_count": 1, "id": "4a813a64", "metadata": {}, "outputs": [], "source": [ "from POSEIDON.core import create_star, create_planet, wl_grid_constant_R\n", "from POSEIDON.constants import R_Sun, R_J, M_J\n", "\n", "import numpy as np\n", "import scipy.constants as sc \n", "\n", "#***** Define stellar properties *****#\n", "\n", "R_s = 1.49*R_Sun # Stellar radius (m)\n", "T_s = 6550 # Stellar effective temperature (K)\n", "Met_s = -0.25 # Stellar metallicity [log10(Fe/H_star / Fe/H_solar)]\n", "log_g_s = 4.2 # 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)\n", "\n", "#***** Define planet properties *****#\n", "\n", "planet_name = 'WASP-17b' # Planet name used for plots, output files etc.\n", "\n", "R_p = 1.87*R_J # Planetary radius (m)\n", "M_p = 0.78*M_J # Planetary mass (kg)\n", "g_p = (sc.G*M_p)/(R_p**2) # Gravitational field of planet (m/s^2)\n", "T_eq = 1447 # Equilibrium temperature (K)\n", "\n", "# Create the planet object\n", "planet = create_planet(planet_name, R_p, gravity = g_p, T_eq = T_eq)\n", "\n", "# Initialise wavelength grid\n", "wl_min = 0.2 # Minimum wavelength (um)\n", "wl_max = 13.0 # Maximum wavelength (um)\n", "R = 10000 # Spectral resolution of grid (R = wl/dwl)\n", "\n", "wl = wl_grid_constant_R(wl_min, wl_max, R)\n", "\n", "# Specify the pressure grid of the atmosphere\n", "P_min = 1.0e-7 # 0.1 ubar\n", "P_max = 100 # 100 bar\n", "N_layers = 100 # 100 layers\n", "\n", "# We'll 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 and radius\n", "P_ref = 1.0e-2 # Reference pressure (bar)\n", "R_p_ref = R_p # Radius at reference pressure" ] }, { "attachments": {}, "cell_type": "markdown", "id": "af9f0cfd", "metadata": {}, "source": [ "## Parametric Aerosols: The Deck + Haze Model\n", "\n", "Let's first introduce a parametrised cloud model. This model is useful in that it approximates the effect that clouds have on transmission spectra without assuming the composition of the cloud. Therefore, this model is often used as a first step to see if clouds are needed to explain an exoplanet's transmission spectrum.\n", "\n", "The 'Deck + Haze' model combines two forms of aerosol opacity: (i) an opaque cloud deck at pressures higher than $P_{\\rm{cloud}}$, such that for altitude below the cloud no electromagnetic radiation can pass; and (ii) a power-law haze that is uniformly distributed throughout the atmosphere. This model fits for both a flattening of a spectrum due to an opaque cloud deck and an enhanced short wavelength slope that can obscure absorption features from gases such as $\\rm{Na}$, $\\rm{K}$, ${\\rm{TiO}}$, and $\\rm{VO}$.\n", "\n", "The mathematical description for the opacity of this aerosol model is given in [MacDonald & Madhusudhan (2017)](https://ui.adsabs.harvard.edu/abs/2017MNRAS.469.1979M/abstract):\n", "\n", "$$\n", "\\begin{equation}\n", "\\kappa_{cloud}=\n", " \\begin{cases}\n", " a \\, n_{\\mathrm{{tot}}} \\, \\sigma_0 \\, (\\lambda / \\lambda_0)^{\\gamma} & P < P_{cloud}\\\\\n", " \\infty & P \\geq P_{cloud}\n", " \\end{cases}\n", "\\end{equation}\n", "$$\n", "\n", "Where $\\lambda_0$ is the reference wavelength (350 nm), $\\sigma_0$ is the $\\rm{H_2}$-Rayleigh scattering cross section at the reference wavelength ($5.31 \\times 10^{-31}$ m$^2$), $a$ is the Rayleigh-enhancement factor and $\\gamma$ is the scattering slope.\n", "\n", "We will explore how each 'tunable' parameter in this model affects a spectrum. " ] }, { "cell_type": "markdown", "id": "477e4cdc", "metadata": {}, "source": [ "### Specifying a Cloud Model in POSEIDON\n", "\n", "To define a cloudy atmosphere in POSEIDON, you need to provide at least two optional arguments:\n", "\n", "* `cloud_model`: the broad category of cloud model (examples: 'cloud-free' / 'MacMad17' / 'Mie').\n", "* `cloud_type`: a sub-model within the category (e.g. for the 'MacMad17' cloud model you can turn off the haze with 'deck' instead of 'deck_haze').\n", "* `cloud_dim`: cloud dimensionality for patch cloud models (`1` for a uniform cloud deck, `2` for patchy clouds).\n", "\n", "Let's now use the 'MacMad17' cloud model with both a cloud deck and haze (assuming a 1D cloud uniformly distributed around the terminator)." ] }, { "cell_type": "code", "execution_count": 2, "id": "259881d0", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "PT parameters : ['T']\n", "X parameters : ['log_H2O']\n", "Cloud parameters : ['log_a' 'gamma' 'log_P_cloud']\n" ] } ], "source": [ "from POSEIDON.core import define_model\n", "\n", "model_name = 'My_First_Cloudy_Atmosphere'\n", "\n", "bulk_species = ['H2','He']\n", "param_species = ['H2O']\n", "\n", "model_deck_haze = define_model(model_name,bulk_species,param_species,\n", " PT_profile = 'isotherm', X_profile = 'isochem',\n", " cloud_model = 'MacMad17', # <---- Put cloud model here \n", " cloud_type = 'deck_haze', # <---- Put cloud type here \n", " cloud_dim = 1, # <---- Put cloud dimension here\n", " ) \n", "\n", "print(\"PT parameters : \" + str(model_deck_haze['PT_param_names']))\n", "print(\"X parameters : \" + str(model_deck_haze['X_param_names']))\n", "print(\"Cloud parameters : \" + str(model_deck_haze['cloud_param_names'])) # <---- Let's print out the cloud parameters" ] }, { "cell_type": "markdown", "id": "f2d36199", "metadata": {}, "source": [ "From the parameter list, we see two parameters are required to describe the power-law haze ($\\log_{10} a$ and $\\gamma$) and one parameter is required to describe the cloud deck pressure ($\\log_{10} P_{\\rm{cloud}}$).\n", "\n", "We'll explore how these parameters affect spectra in more detail below, but let's get a forward model with some nominal values set up first:" ] }, { "cell_type": "code", "execution_count": 3, "id": "e580fcea", "metadata": {}, "outputs": [], "source": [ "from POSEIDON.core import make_atmosphere\n", "\n", "# PT and X parameters\n", "T = 1200 # Temperature\n", "log_H2O = -4 # H2O mixing ratio\n", "\n", "# Cloud Parameters \n", "log_a = 1.7 # <---- Rayleigh enhancement factor of the power-law haze\n", "gamma = -8 # <---- Scattering slope of the power-law haze\n", "log_P_cloud = -2 # <---- log-pressure of the top of the infinite opacity deck (bar)\n", "\n", "PT_params = np.array([T])\n", "log_X_params = np.array([log_H2O])\n", "cloud_params = np.array([log_a, gamma, log_P_cloud])\n", "\n", "# Make atmosphere \n", "atmosphere_deck_haze = make_atmosphere(planet, model_deck_haze, P, P_ref, R_p_ref, PT_params, log_X_params, cloud_params)" ] }, { "cell_type": "markdown", "id": "4103ab42", "metadata": {}, "source": [ "Read the gas-phase opacities." ] }, { "cell_type": "code", "execution_count": 4, "id": "50395a4d", "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", "H2O done\n", "Opacity pre-interpolation complete.\n" ] } ], "source": [ "from POSEIDON.core import read_opacities\n", "\n", "#***** Read opacity data *****#\n", "\n", "opacity_treatment = 'opacity_sampling'\n", "\n", "# First, specify limits of the fine temperature and pressure grids for the \n", "# pre-interpolation of cross sections. These fine grids should cover a\n", "# wide range of possible temperatures and pressures for the model atmosphere.\n", "\n", "# Define fine temperature grid (K)\n", "T_fine_min = 400 # 400 K lower limit suffices for a typical hot Jupiter\n", "T_fine_max = 2000 # 2000 K upper limit suffices for a typical hot Jupiter\n", "T_fine_step = 10 # 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", "# Now we can pre-interpolate the sampled opacities (may take up to a minute)\n", "opac = read_opacities(model_deck_haze, wl, opacity_treatment, T_fine, log_P_fine)" ] }, { "cell_type": "markdown", "id": "ef1aafa0", "metadata": {}, "source": [ "Generate and plot the spectrum." ] }, { "cell_type": "code", "execution_count": 5, "id": "627adf38", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.core import compute_spectrum\n", "from POSEIDON.visuals import plot_spectra\n", "from POSEIDON.utility import plot_collection\n", "\n", "# Generate spectrum\n", "spectrum_deck_haze = compute_spectrum(planet, star, model_deck_haze, \n", " atmosphere_deck_haze, opac, wl,\n", " spectrum_type = 'transmission')\n", "# Plot spectrum\n", "spectra = plot_collection(spectrum_deck_haze, wl, collection = [])\n", "\n", "fig = plot_spectra(spectra, planet, R_to_bin = 100,\n", " plt_label = 'Deck + Haze', save_fig = False,\n", " figure_shape = 'wide') " ] }, { "attachments": {}, "cell_type": "markdown", "id": "4dbc47b0", "metadata": {}, "source": [ "### Parameter Exploration: The Deck + Haze Model (MacMad17) \n", "\n", "Let's check out how the deck + haze is actually affecting the spectrum. \n", "\n", "Here, we will use the `spectral_contribution` helper function, which individually plots the contribution of each opacity source in the model to the resultant transmission spectrum. This function is covered in more depth in the tutorial [\\\"Transmission Spectra Model Visuals\\\"](transmission_contributions.html), but for now we will just use the function as-is to demonstrate how clouds are shaping the spectrum." ] }, { "cell_type": "code", "execution_count": 6, "id": "4ce268bb", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.contributions import spectral_contribution, plot_spectral_contribution\n", "\n", "spectrum, spectrum_contribution_list_names, \\\n", "spectrum_contribution_list = spectral_contribution(planet, star, model_deck_haze, \n", " atmosphere_deck_haze, opac, wl,\n", " contribution_species_list = ['H2O'],\n", " bulk_species = True, \n", " cloud_contribution = True,\n", " )\n", "\n", "fig = plot_spectral_contribution(planet, wl, spectrum, spectrum_contribution_list_names, \n", " spectrum_contribution_list, return_fig = True,\n", " line_width_list = [6,6,2,2],\n", " colour_list = ['black', 'gray', 'cyan','magenta'],\n", " figure_shape = 'wide')" ] }, { "attachments": {}, "cell_type": "markdown", "id": "8c3b74cf", "metadata": {}, "source": [ "In the spectral contribution plot, we can see both the effect of the deck and the haze. \n", "\n", "The opaque cloud flattens the spectrum at wavelengths longer than about 0.6 ΞΌm, creating a spectral baseline that truncates the water features. The power-law haze imprints a slope that dominates shorter wavelengths.\n", "\n", "We will now vary each cloud parameter individually to see how their values affect the model spectrum. For this we will use another helper function, `vary_one_parameter`." ] }, { "cell_type": "markdown", "id": "4765a8ab", "metadata": {}, "source": [ "* Rayleigh enhancement factor ($a$):" ] }, { "cell_type": "code", "execution_count": 7, "id": "dd5a1f9f", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.clouds import vary_one_parameter\n", "\n", "param_name = 'log_a'\n", "vary_list = [-4,-2,0,2,4,6,8]\n", "\n", "vary_one_parameter(model_deck_haze, planet, star, param_name, vary_list, wl, opac, \n", " P, P_ref, R_p_ref, PT_params, log_X_params, cloud_params,\n", " y_min = 1.64e-2, y_max = 1.98e-2,\n", " )" ] }, { "cell_type": "markdown", "id": "ffd2fbda", "metadata": {}, "source": [ "* Scattering slope exponent ($\\gamma$):" ] }, { "cell_type": "code", "execution_count": 8, "id": "dda79ac3", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "param_name = 'gamma'\n", "vary_list = [-20,-15,-10,-5,0,2]\n", "\n", "vary_one_parameter(model_deck_haze, planet, star, param_name, vary_list, wl, opac, \n", " P, P_ref, R_p_ref, PT_params, log_X_params, cloud_params,\n", " y_min = 1.64e-2, y_max = 1.98e-2,\n", " )" ] }, { "cell_type": "markdown", "id": "4af64774", "metadata": {}, "source": [ "* Cloud deck pressure ($P_{\\rm{cloud}}$):" ] }, { "cell_type": "code", "execution_count": 9, "id": "f4b65e98", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "param_name = 'log_P_cloud'\n", "vary_list = [-4,-3,-2,-1,0,1]\n", "\n", "vary_one_parameter(model_deck_haze, planet, star, param_name, vary_list, wl, opac,\n", " P, P_ref, R_p_ref, PT_params, log_X_params, cloud_params,\n", " y_min = 1.60e-2, y_max = 1.88e-2,\n", " )" ] }, { "attachments": {}, "cell_type": "markdown", "id": "f19a170b", "metadata": {}, "source": [ "## Mie Scattering in POSEIDON\n", "\n", "
\n", "\n", " **Note:**\n", "\n", " Mie scattering clouds are a new feature as of POSEIDON v1.2. If you installed POSEIDON before September 2024, you will need to re-download the input files to access the new aerosol database and use these features.\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 (see top of this page).\n", "\n", "
\n", "\n", "### A Brief Introduction to Mie Scattering \n", "\n", "Now that we have looked at a simple parametric cloud model, let's move to more complex models that consider the specific chemical composition of the aerosols in the atmosphere. For aerosols, like gas species, exhibit their own complex wavelength-dependent absorption properties (alongside scattering) depending on their composition.\n", "\n", "Aerosol particles scatter radiation depending on how big they are compared to the wavelength of light they are interacting with (according to the size parameter, $x = 2 \\pi r/ \\lambda$). When aerosols are 'small' ($x << 1$), they are in the Rayleigh and Raman scattering regime where scattering processes are described purely by standard electromagnetism. When aerosols are 'large' ($x >> 1$), they are in the geometric optics regime where aerosols scatter light according to classical optics (ray-tracing, refraction, diffraction, internal reflection). For aerosols with similar size to the wavelength of light ($x \\sim 1$), one must deal with the more general Mie scattering regime in which both electromagnetic and optical effects are important considerations. Mie theory was solved way back in 1908 (in a 90 page document we would rather spare you from) directly from Maxwell's equations, but for our purposes we will stress that the full solution for aerosols scattering and absorption depends on *just* two parameters: (i) the complex refractive index (as a function of wavelength), and (ii) the size parameter." ] }, { "cell_type": "markdown", "id": "0d47fce7", "metadata": {}, "source": [ "### Mie Scattering Optical Properties\n", "\n", "POSEIDON v1.2 includes an extensive database of over pre-computed Mie scattering properties for over 70 aerosol species of potential importance in exoplanet and brown dwarf atmospheres (catalogued in [\\\"Opacity Database\\\"](../opacity_database.html)). Transmission spectra can be generated from these pre-computed Mie scattering aerosol properties, or alternatively for user-inputted aerosols or aerosols with a constant refractive index.\n", "\n", "We will first take a look at how to access the optical properties of aerosols in POSEIDON's pre-computed Mie scattering database, and also bestow upon you the dread power of directly computing aerosol optical properties using the Mie algorithm in POSEIDON.\n", "\n", "POSEIDON currently supports three different types of aerosol inputs. \n", "\n", "1) Aerosols in the pre-computed database.\n", "2) User-provided aerosol refractive indices.\n", "3) Aerosols with constant refractive indices.\n", "\n", "For more details on the assumptions that went into pre-computing the optical properties aerosols in POSEIDON's aerosol database, please see the tutorial [\\\"Making an Aerosol Database\\\"](aerosol_database.html).\n", "\n", "For options (2) or (3) above, POSEIDON uses a Mie scattering algorithm to calculate the aerosol extinction cross section and other optical properties 'on the fly'. This functionality is good for quick forward models, but would be prohibitively slow for retrievals. Therefore, for retrieval purposes users can also add their own aerosol properties directly to POSEIDON's aerosol database (see '[\\\"Making an Aerosol Database\\\"](aerosol_database.html))." ] }, { "attachments": {}, "cell_type": "markdown", "id": "08c619c8", "metadata": {}, "source": [ "This section covers aerosol optical properties. Creating atmospheric models with the three different types of Mie scattering aerosols with specific vertical distributions will be described in the next section. " ] }, { "attachments": {}, "cell_type": "markdown", "id": "bde9e1f1", "metadata": {}, "source": [ "#### 1. Pre-computed Database of Mie Scattering Aerosols" ] }, { "attachments": {}, "cell_type": "markdown", "id": "1a529936", "metadata": {}, "source": [ "Let's check the available species in POSEIDON's aerosol database:" ] }, { "cell_type": "code", "execution_count": 10, "id": "72acbfc5", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['ADP' 'Al2O3' 'Al2O3_KH' 'C' 'CH4_liquid' 'CH4_solid' 'CaTiO3'\n", " 'CaTiO3_KH' 'Cr' 'ExoHaze_1000xSolar_300K' 'ExoHaze_1000xSolar_400K' 'Fe'\n", " 'Fe2O3' 'Fe2SiO4_KH' 'FeO' 'FeS' 'FeSiO3' 'H2O' 'H2O_ice' 'H2SO4'\n", " 'Hexene' 'Hibonite' 'IceTholin' 'KCl' 'Mg2SiO4_amorph_sol_gel'\n", " 'Mg2SiO4_amorph' 'Mg2SiO4_Fe_poor' 'Mg2SiO4_Fe_rich'\n", " 'Mg2SiO4_crystalline' 'Mg4Fe6SiO3_amorph_glass' 'Mg5Fe5SiO3_amorph_glass'\n", " 'Mg8Fe12SiO4_amorph_glass' 'Mg8Fe2SiO3_amorph_glass' 'MgAl2O4'\n", " 'MgFeSiO4_amorph_glass' 'MgO' 'MgSiO3' 'MgSiO3_amorph'\n", " 'MgSiO3_crystalline' 'MgSiO3_amorph_glass' 'MgSiO3_sol_gel' 'MnS'\n", " 'MnS_KH' 'MnS_Mor' 'Na2S' 'NaCl' 'NanoDiamonds' 'NH3' 'NH4SH' 'S8'\n", " 'Saturn-Phosphorus-Haze' 'SiC' 'SiO' 'SiO2' 'SiO2_amorph'\n", " 'SiO2_crystalline_2023' 'SiO2_alpha_palik' 'SiO2_glass_palik' 'Soot'\n", " 'Soot_6mm' 'Tholin' 'Tholin-CO-0625' 'Tholin-CO-1' 'TiC' 'TiO2_anatase'\n", " 'TiO2_rutile' 'VO' 'ZnS']\n" ] } ], "source": [ "from POSEIDON.supported_chemicals import aerosol_supported_species\n", "\n", "print(aerosol_supported_species)" ] }, { "attachments": {}, "cell_type": "markdown", "id": "fad7c67a", "metadata": {}, "source": [ "Let's now pick $\\rm{SiO_2}$ as a specific aerosol species and query the pre-computed aerosol database directly.\n", "\n", "POSEIDON's aerosol database contains the optical properties of aerosols (effective extinction cross section, single scattering albedo, and asymmetry parameter β€” see Mullens et al. 2024) as a function of mean particle size ($r_m$) and wavelength.\n", "\n", "By querying the database directly, we can preview the $\\rm{SiO_2}$ cross section before we put it in our models.\n", "\n", "
\n", "\n", " **Note:**\n", "\n", " Loading the aerosol database directly, as shown below, is not necessary for running forward models and retrievals. This is just to show how to do so if you wish to explore the scattering and absorption properties of an aerosol species.\n", "\n", "
" ] }, { "cell_type": "code", "execution_count": 11, "id": "860dbc4e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Reading in database for aerosol cross sections...\n" ] } ], "source": [ "from POSEIDON.clouds import load_aerosol_grid, interpolate_sigma_Mie_grid\n", "\n", "species = 'SiO2'\n", "\n", "# Load in the aerosol grid \n", "aerosol_grid = load_aerosol_grid([species])\n", "\n", "# Specify mean radius of the aerosol particles\n", "r_m = 0.01\n", "\n", "# Loads effective extinction cross section\n", "sigma_Mie_interp_array = interpolate_sigma_Mie_grid(aerosol_grid, wl, [r_m], [species],)\n", "\n", "# Extract the cross sections, asymmetry parameter, and single scattering albedo \n", "eff_ext = sigma_Mie_interp_array[species]['eff_ext']\n", "eff_w = sigma_Mie_interp_array[species]['eff_w']\n", "eff_g = sigma_Mie_interp_array[species]['eff_g']" ] }, { "attachments": {}, "cell_type": "markdown", "id": "c8dff7e2", "metadata": {}, "source": [ "Let's plot the effective extinction cross section for $\\rm{SiO_2}$.\n", "\n", "The effective extinction cross section encodes the loss of photons to the beam due to the combination of absorption and scattering. This quantity is especially useful for transmission spectra, since a significant fraction of scattered radiation will be directed out of the line of sight to a distant observer." ] }, { "cell_type": "code", "execution_count": 12, "id": "2cb573d4", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "label = '$r_m$ = ' + str(r_m) + ' ΞΌm'\n", "title = 'SiO$_2$ Aerosol Cross Section'\n", "\n", "plt.semilogy(wl, eff_ext, label = label)\n", "plt.legend()\n", "plt.title(title)\n", "plt.xlabel('Wavelength (ΞΌm)')\n", "plt.ylabel('Extinction Cross Section (m$^2$)')\n", "plt.xticks((0,2,3,4,6,8,10,12))\n", "plt.show()" ] }, { "attachments": {}, "cell_type": "markdown", "id": "0a5cc0fe", "metadata": {}, "source": [ "We see that $\\rm{SiO_2}$ has an absorption feature around 8 ΞΌm and a scattering slope at shorter wavelengths. One key benefit to using compositionally specific aerosols (in lieu of the parametrised deck + power-law haze above) is that you get both a scattering slope and a compositionally-specific mid-infrared wavelength absorption feature. So if you detect an aerosol feature in the mid-infrared, you can identify which aerosol species is in a planet's atmosphere!\n", "\n", "The other optical properties (single scattering albedo and asymmetry parameter) are explored further in the [\\\"Thermal Scattering\\\"](emission_scattering.html) and [\\\"Reflection in Hot Jupiters\\\"](reflection.html) tutorials." ] }, { "attachments": {}, "cell_type": "markdown", "id": "343aa0e3", "metadata": {}, "source": [ "#### 2. User-provided Refractive Indices\n", "\n", "Here, we will load refractive indices for water aerosols. \n", "\n", "We recommend loading refractive indices and testing them in couple of forward models to make sure they behave the way you expect. After confirming their validity, you can add the species manually to POSEIDON's aerosol database (see [\\\"Making an Aerosol Database\\\"](aerosol_database.html).\n", "\n", "Let's first load the complex refractive index of $\\rm{H_2 O}$." ] }, { "cell_type": "code", "execution_count": 13, "id": "b04ecfe3", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Loading in : ../../../POSEIDON/reference_data/refractive_indices_txt_files/aerosol_database/WS15/H2O_complex.txt\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.clouds import plot_refractive_indices_from_file\n", "\n", "# Load H2O refractive index file\n", "refractive_index_path = '../../../POSEIDON/reference_data/refractive_indices_txt_files/aerosol_database/WS15/'\n", "file_name = refractive_index_path + 'H2O_complex.txt'\n", "\n", "# Plot the refractive index\n", "plot_refractive_indices_from_file(wl, file_name, species = 'H$_2$O')" ] }, { "attachments": {}, "cell_type": "markdown", "id": "3b7c748c", "metadata": {}, "source": [ "Now we can use POSEIDON's Mie algorithm backend to compute the effective cross sections, the single scattering albedo, and the asymmetry parameter. Transmission geometries only use the effective extinction cross section, while emission geometries with scattering and/or reflection make use of the effective extinction cross section, the single scattering albedo, and the asymmetry parameter.\n", "\n", "
\n", "\n", " **Note:**\n", "\n", " Mie scattering calculations typically take 5-10 seconds, depending on the size parameter, wavelength range etc.\n", "\n", "
" ] }, { "cell_type": "code", "execution_count": 14, "id": "0ecb29be", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Loading in : ../../../POSEIDON/reference_data/refractive_indices_txt_files/aerosol_database/WS15/H2O_complex.txt\n" ] }, { "data": { "image/png": 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", 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", 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", 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", 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.clouds import compute_and_plot_aerosol_cross_section_from_file\n", "\n", "# Mean particle size\n", "r_m = 0.01\n", "\n", "# Run the Mie scattering calculation\n", "compute_and_plot_aerosol_cross_section_from_file(wl, r_m, file_name, species = 'H$_2$O')" ] }, { "cell_type": "markdown", "id": "d33dbdcc", "metadata": {}, "source": [ "We will see later in this tutorial how to use such user-calculated aerosol properties to make transmission spectra with POSEIDON." ] }, { "attachments": {}, "cell_type": "markdown", "id": "b6af5d37", "metadata": {}, "source": [ "#### 3. Constant Refractive Index \n", "\n", "Here, you just define the real and imaginary components of the refractive index, which will be assumed to be constant in wavelength.\n", "\n", "As you can see below, this prescription results in something similar to the power-law haze shown before. " ] }, { "cell_type": "code", "execution_count": 15, "id": "73a2f6c3", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.clouds import compute_and_plot_effective_cross_section_constant\n", "\n", "# Mean particle size\n", "r_m = 0.01\n", "\n", "# Real and imaginary parts of the refractive index\n", "ref_index_real = 1\n", "ref_index_imaginary = 0.1\n", "\n", "compute_and_plot_effective_cross_section_constant(wl, r_m, ref_index_real, ref_index_imaginary)" ] }, { "cell_type": "markdown", "id": "29bd7af7", "metadata": {}, "source": [ "Now that we have seen wavelength-dependent optical properties, let's move on to describing the vertical distribution of said aerosols (required to calculate a spectrum!)." ] }, { "attachments": {}, "cell_type": "markdown", "id": "3b55dc3c", "metadata": {}, "source": [ "### Mie Scattering Clouds: Vertical Distribution Models \n", "\n", "POSEIDON has myriad prescriptions to describe the distribution of aerosols in a planetary atmosphere.\n", "\n", "A few of these cloud models are new to POSEIDON v1.2 and are specific to Mie scattering aerosols:\n", "\n", "1. Fuzzy Deck.\n", "2. Slab.\n", "3. Uniform X.\n", "\n", "The first two models are illustrated in the diagram below (from Mullens et al. 2024).\n", "\n", "We will see now how each aerosol distribution model influences transmission spectra." ] }, { "cell_type": "markdown", "id": "25b65514", "metadata": {}, "source": [ "" ] }, { "attachments": {}, "cell_type": "markdown", "id": "552e4bc4", "metadata": {}, "source": [ "#### General Procedure for Defining a Mie Scattering Cloud Model in POSEIDON v1.2\n", "\n", "When defining a Mie scattering cloud model, you will need to: \n", "\n", "1. Set `cloud_model = 'Mie'`.\n", "\n", "2. Select the `cloud_type` (e.g. 'fuzzy_deck', 'slab', 'uniform_X').\n", "\n", "3. Define your `aerosol_species`:\n", "- For the pre-computed database, provide the species name (e.g. `SiO2`).\n", "- **OR** if you are using your own aerosol data, then use `file_read`.\n", "- **OR** if you are using a constant refractive index, then use `free`.\n", "\n", "You can also include multiple aerosol species from the pre-computed database and use hybrid cloud types that combine different vertical distributions.\n", "\n", "We will see several specific examples now. \n" ] }, { "attachments": {}, "cell_type": "markdown", "id": "24e1dea6", "metadata": {}, "source": [ "#### Fuzzy Deck Model\n", "\n", "The fuzzy deck model is adapted from [Zhang et al. (2019)](https://ui.adsabs.harvard.edu/abs/2019PASP..131c4501Z/abstract). In essence, this model is similar to the deck + haze described before in that there is an opaque cloud deck located at $P_{\\rm{cloud}}$ plus an aerosol species above the deck. \n", "\n", "The free parameters for the fuzzy deck model are: \n", "\n", "* $\\log(P_{\\mathrm{top, \\, deck}})$ : The cloud top pressure of the opaque part of the cloud.\n", "\n", "* $\\log(n_{\\rm{max}})$ : The maximum aerosol number density (defines the number density at the cloud top).\n", "\n", "* $\\log(r_m)$ : The mean aerosol particle size in ΞΌm (log = -3 -> 0.001 ΞΌm). Ranges from -3 to +2 for species in the aerosol database.\n", "\n", "* $f$ : The fractional scale height relative to the background atmosphere scale height (determines how rapidly the number density falls off with height, such that $f \\approx 0$ implies no fuzziness and $f \\approx 1$ implies a constant aerosol mixing ratio above the deck).\n", "\n", "Note that if you are loading in your own refractive indices, or using a constant refractive index, you will also need to define : \n", "\n", "* $r_{\\mathrm{i, \\, real}}$ and $r_{\\mathrm{i, \\, complex}}$: The real and imaginary components of the refractive index. \n", "\n", "The number density of aerosols above the cloud deck is then given by\n", "$$\n", "\\begin{equation}\n", "n = n_{\\rm{max}} \\; \\exp\\left(\\frac{-h}{f H_{gas}}\\right)\n", "\\end{equation} \n", "$$\n", "\n", "where $h$ is the height above the cloud deck and $H_{\\rm{gas}}$ is the scale height." ] }, { "cell_type": "markdown", "id": "af863df8", "metadata": {}, "source": [ "Let's now create an atmosphere using the fuzzy deck model." ] }, { "cell_type": "code", "execution_count": 16, "id": "2b003980", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "PT parameters : ['T']\n", "X parameters : ['log_H2O']\n", "Cloud parameters : ['log_P_top_deck_SiO2' 'log_r_m_SiO2' 'log_n_max_SiO2' 'f_SiO2']\n" ] } ], "source": [ "from POSEIDON.core import define_model\n", "\n", "#***** Define model *****#\n", "\n", "model_name = 'Fuzzy_Deck_SiO2'\n", "\n", "bulk_species = ['H2', 'He']\n", "param_species = ['H2O']\n", "\n", "# Set aerosol species\n", "aerosol_species = ['SiO2'] # <---- Put aerosol species here\n", "\n", "# Define model\n", "model_fuzzy_deck = define_model(model_name, bulk_species, param_species,\n", " PT_profile = 'isotherm', X_profile = 'isochem',\n", " cloud_model = 'Mie', # <---- Put cloud model here (Mie)\n", " cloud_type = 'fuzzy_deck', # <---- Put cloud type here \n", " aerosol_species = aerosol_species, # <---- Put aerosol species list here \n", " ) \n", "\n", "\n", "# Check the free parameters defining this model\n", "print(\"PT parameters : \" + str(model_fuzzy_deck['PT_param_names']))\n", "print(\"X parameters : \" + str(model_fuzzy_deck['X_param_names']))\n", "print(\"Cloud parameters : \" + str(model_fuzzy_deck['cloud_param_names'])) # <---- Print the cloud param names" ] }, { "cell_type": "code", "execution_count": 17, "id": "2bf0f886", "metadata": {}, "outputs": [], "source": [ "from POSEIDON.core import make_atmosphere\n", "\n", "# PT and X parameters\n", "T = 1200\n", "log_H2O = -4\n", "\n", "# Cloud Parameters \n", "log_P_top_deck_SiO2 = 0 # <---- Top of the opaque deck is at 1 bar (extends from 100 to 1 bar)\n", "log_r_m_SiO2 = -2 # <---- Mean particle size of the SiO2 aerosols is 1e-2 microns\n", "log_n_max_SiO2 = 20 # <---- The number density of SiO2 at the top of the opaque deck (at 1 bar)\n", "f_SiO2 = 0.3 # <---- The fuzziness of aerosols (how number density evolves above the cloud deck)\n", "\n", "PT_params = np.array([T])\n", "log_X_params = np.array([log_H2O])\n", "cloud_params = np.array([log_P_top_deck_SiO2, log_r_m_SiO2, log_n_max_SiO2, f_SiO2])\n", "\n", "# Make atmosphere \n", "atmosphere_fuzzy_deck = make_atmosphere(planet, model_fuzzy_deck, P, P_ref, R_p_ref, \n", " PT_params, log_X_params, cloud_params)" ] }, { "cell_type": "markdown", "id": "f7280ac6", "metadata": {}, "source": [ "
\n", "\n", " **Note:**\n", "\n", " As of POSEIDON V1.3.1, aerosol opacities are now loaded directly into the opac object instead of the model object. \n", "\n", " This means that every time a new model object is defined with compostionally specific aerosols, the opac object will have to be remade (or alternatively, the switch_aerosol_in_opac() function can be used to use a pre-defined opac and add aerosols to it.)\n", "\n", " We will display both methods below. \n", "\n", "
" ] }, { "cell_type": "markdown", "id": "01c40c32", "metadata": {}, "source": [ "Method 1: Load in a new opac object\n", "\n", "Use this when running retrievals, or notebooks when there aren't multiple different aerosols included in the models. " ] }, { "cell_type": "code", "execution_count": 18, "id": "bb9841a6", "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", "H2O done\n", "Reading in database for aerosol cross sections...\n", "Opacity pre-interpolation complete.\n" ] } ], "source": [ "from POSEIDON.core import read_opacities\n", "\n", "#***** Read opacity data *****#\n", "\n", "opacity_treatment = 'opacity_sampling'\n", "\n", "# First, specify limits of the fine temperature and pressure grids for the \n", "# pre-interpolation of cross sections. These fine grids should cover a\n", "# wide range of possible temperatures and pressures for the model atmosphere.\n", "\n", "# Define fine temperature grid (K)\n", "T_fine_min = 400 # 400 K lower limit suffices for a typical hot Jupiter\n", "T_fine_max = 2000 # 2000 K upper limit suffices for a typical hot Jupiter\n", "T_fine_step = 10 # 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", "# Now we can pre-interpolate the sampled opacities (may take up to a minute)\n", "opac_sio2 = read_opacities(model_fuzzy_deck, wl, opacity_treatment, T_fine, log_P_fine)" ] }, { "cell_type": "markdown", "id": "c1d4d698", "metadata": {}, "source": [ "Method 2: Add SiO2 aerosols to the precisting opac object\n", "\n", "Use this when a single notebook as multiple different models exploring different aerosols. " ] }, { "cell_type": "code", "execution_count": 19, "id": "636262d7", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Reading in database for aerosol cross sections...\n" ] } ], "source": [ "from POSEIDON.clouds import switch_aerosol_in_opac\n", "\n", "opac_sio2 = switch_aerosol_in_opac(model_fuzzy_deck,opac)" ] }, { "attachments": {}, "cell_type": "markdown", "id": "967fcb6e", "metadata": {}, "source": [ "Let's see this parametrisation in action by using helper functions to plot how the aerosols are distributed in the forward model atmosphere we just created. We'll visualize the fuzzy deck model in terms of both number density and volume mixing ratio." ] }, { "cell_type": "code", "execution_count": 20, "id": "6d986278", "metadata": {}, "outputs": [ { "data": { "image/png": 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44Z2GgurnEADevn2r9kv71atX0NfXR9myZVG2bFkAwNSpU9GxY8cCqyEjV65cQUREhGq/BVGLn58f/Pz8EBUVhdWrV2Pq1Klo164dTpw4kavtNWzYEBUqVMD69evh7OyMmJgYeHp6ZrlO2nG9evVK7Zd/2kNFafNz6s8//8Tdu3fV7j4DQK1atbBu3TpVeE3b/po1a9LdycquD4/hQxkdwzfffINvvvkGN27cwPz58/Hjjz+iRIkSmDp1ar6fiw0bNsDU1BRDhw7N1vIf/wGUtl8bGxvV/jN62OvVq1dqtRkZGaFt27bYtGkTZs2ahS1btqjuTn54HLk55yEhIfjrr79w6dKldHcVAenfjQMHDsDZ2Vn1h9/HcnK9dHR01P4tAoDY2Fi192nn5/Xr12rXLbOHRHPqwIEDSE1NRUhIiFp9WZ2/+Ph46OjoZPpw3sd69uyJ6dOnIyAgAKGhobhx4wbMzMzypX4qXthsgIokQ0ND/Pbbb3j//j2GDBmSbr6lpSUA9V8sBdnH4Y0bN9TeX7hwAb6+vtDV1UWdOnVgbGycrlP41NRUdOzYEU+fPi2QmpRKJX744QeULl0a33//PQDkey2bNm3Cn3/+CUA656NHj0aPHj0+2T+mvr4+gP/74+L48eP4999/AUi/6Dt27IgdO3Zg6dKl6NKlyyfrSOs14Ny5c2rTz507BxMTE9SpUydHxwVIfWVaW1unC64A0KJFC1y+fFl1nA0bNoRCoUh3Xl+/fo02bdpk64nxtGuT0TEA/3eMo0aNUvWP6+bmhlWrVsHd3V1VS36fi8TEROjoqP8qyaz5DJDxZ0FHR0f19XqjRo1w7do1tR4U3r9/j+vXr6fr/aFbt2548eIFRowYATc3N7VAmJdz3r17d9jb22faM8Hu3bsREhKClJSUTLeRtv+MzrNCoUBQUJBqmqWlpdq/RcnJyXj48KHaemkB8uPBWPKjr9n3799j/PjxqFy5Mrp3765Wf1bnz9jYGHXq1El3jImJiahXr166nwNnZ2coFAqsWrUKL1++xPDhw/NcOxVPDK9UZDk5OanaWX6sSpUqsLW1xe+//w4hBFJSUtS6iMlvs2bNUg0xunbtWty6dQsTJkwAAJiZmWHChAlYuXKlqvun1NRUjBs3Ds+fP4etrW2+13Pnzh20atUKFy9exJ9//qm6q5Pftdy9exezZs1S3W1LSEjAxYsX1X5xZ8TOzg4KhQL//vsvUlNT0blzZ7X2k126dEF8fDwWLlyITp06fbKORo0aISQkBFOnTlW1RT137hw2bdqECRMmpPsqOzvWr1+f6deeLVq0AABVt2tVq1ZFaGgo5syZgwcPHgCQAsPgwYNhamqarvlFRtKuTVhYmCrAvHjxAtOmTUNISAgaNmwIQGq3vHDhQlWb4MePH+Pff/9VnfP8PhchISGIiYnBqlWrAEh3DBcsWJDp8jt37lS1U33y5AkWL16MDh06wNnZGQAwYcIECCFUnw8AmDhxYrppgBToqlatip9++ildG8q8nHNjY2P8+eefOHDgAMaPH682PPChQ4fw3XffYebMmXBwcMh0G2n7X7RoEe7fvw8AePDgARYvXow+ffqgatWqqmUDAwOxf/9+1d3WRYsWqf6AS9OwYUP4+/tj2rRpqq/0//nnH9Ufh7mV1o1fXFwc9uzZo2prnN3zN3PmTISHh2Pp0qUApD84J02aBHNzc1hZWWW4TycnJ0ycOBGrVq3C4cOH81Q/FVMyPCRGlC9u374tPD09RenSpYWtra3w8/PLcLkePXqk621ACKmLFw8PD1GlShXRpEkTcfHiRQFA2Nrait69ewshhAgMDBSlS5cW+vr6wtPTU0RHR4svvvhClC5dWpiYmAhPT0+RkpIimjRporbc/fv3RbNmzYSlpaUAIA4cOCDq1KkjHBwcRJUqVVTdIH3o559/Fq6ursLJyUl4enqKPn36qHo4iI+PF56ensLExES134y6Y/pYzZo1VTW4uLgIT09P4eLiInx8fMSECRPEf//9l+F6OanF19dXCCHEV199pXYOHj58KC5fviw6deqktu9evXqJly9fCiGkLnUcHBwEAOHg4KD2ZPP48eOFra2tcHV1Fb169RJKpVKtRk9PT7VufT4lPj5eDB06VNjb2wsnJyfh6uoqfv75Z9X8c+fOCU9PT6Gvry9Kly4tPD09M+3K54svvhDGxsbC2dk53TInT54Unp6eAoAwNjZW9b6Qmpoqpk+fLhwdHYWrq6vw9PQUo0aNEu/fvxdCSD0KfLz/tO7KPrRixQrh4uIinJychL29vRg2bJhISEhQzd+xY4do0qSJcHNzE56ensLNzU3MmDFD7fx96lzs3LlTdQyWlpaiRYsWmZ5XpVIppkyZImxtbUX16tVFkyZNxPjx41XXdOHChWLZsmXCxcVFABBz584Vbdu2FR4eHsLCwkJ89913Ii4uTm2bV69eFU2bNhV2dnbCzs5ONG3aVFy9ejXD/U+ZMkWUK1dOJCUlpZv3qXP+KZGRkWLw4MHC3d1deHp6Cnd3d9GkSROxZ88eteXS/h1K+9m/dOmSav/Tpk0Tjo6OwsnJSTg6Oopp06aJ1NRUtfWfPn0qgoODhY2Njahfv74ICwsTAQEBonTp0qJmzZqq5V68eCHat28vLCwshKenp+jQoYOYN2+eACA8PT3Fzp07MzyOqKgoVY1py3p6egpnZ2dRr149MWfOHPH27dtcn7+jR48KPz8/UblyZeHu7i66d++u+vdi8+bNqmtva2srhg0bJm7cuCGqV68uAIjSpUuLJk2aZOt6EKVRCPFRQxsiIi3w3XffoUmTJmjfvr3cpRARUSFieCUirZOcnAwXFxdcv349W8O3EhFR0cE2r0SkNerUqQMhBMLCwhASEsLgSkRUDPHOKxFpjcqVK0MIAXt7e2zbti3XXVwREZH2YnglIiIiIq3BZgNEREREpDUYXomIiIhIazC8EhWyXbt2wcvLCwqFAhMnTpS7nELRo0cPVKpUCQqFQjX6U2FYsmQJXF1doVAocOTIkULbLwCMHz8ejo6OsuybCteNGzcQEBAANzc3VKlSBf3795e7JKIijeGVqJC1bNky3ZCLcvDx8YGVlRUUCgVcXV3h5eUFJycnuLi4YPLkyWrDc+bVqlWrMHny5HzbXnb169cPe/bsyfN29u/fD19fX7i7u8PFxQUzZ85UjWCVmcmTJ6tGnaLCFx8fj59//hkBAQHw8fGBi4sL6tevj927d2e4fG6ucZr27dvD1tYWN27cwIkTJ3D69Okc17tgwQK4urrCw8MDNWrUwM6dO7O13s6dO9GmTRt4e3vDw8MDTk5O6Nu3r2oULqIiSa7REYiKOwBiwoQJstYwYcIEAUA8fPhQNe3o0aPCwMBAtGnTJl/3tXbt2nT7KgwPHz4UAMThw4dztf7x48eFvr6+avSiJ0+eCGtrazF27NhPrnv48OE87Zty79dffxWGhobiyJEjqmlz584VAMTatWvVls3LNX79+rUAIJYtW6aaFh8fn6NaZ8yYIcqVKycePHgghBBi//79Qk9PT+zbt++T69asWVP07t1bNcLYo0ePhI2NjfD3989RDUTahHdeiUiNv78/vvzyS2zbtg1PnjyRuxzZ/fDDD6hfvz5atmwJALC1tcWQIUMwe/ZsREZGylwdZaVNmzYICAhQvR86dChsbW2xYMECteXyco3fvHkDAGp9DpcoUSLbNb558wZTpkzBgAEDUKVKFQBA48aN0aRJEwwfPvyT69esWRPjxo2Dvr4+AMDOzg5t27bFsWPHVLURFTUMr0Qa5MmTJ2jfvj3s7Ozg4OAAf39/nDhxQm0ZpVKJsWPHwtraGq6urmjUqBF27twJhUIBR0dHjB8/Ps91VKpUCQDw7NmzbK+zcuVKuLm5wcXFBa6urmjdujUOHDjwyfV27NiBmjVromrVqrCzs0OvXr3w6tUrAEBCQgK8vLxgamqKwMBA1To9evSAlZUV7O3t1bb14blxc3NDixYt8PDhw2wfw8ciIiJw6tQptX0DQFBQEJKSkjL9CvpTjh8/Dn9/f1SpUgV2dnZo3759uj8UoqOj0aFDB5QpUwZeXl7o3Lkz5s2bB4VCAS8vL+zateuT+1m+fLmqze+SJUvQq1cveHh4wN7eHosXL852vc+fP1e7DuvWrYOfnx/Kly+P7777DsnJydi+fTuCgoJgbW2N3r17IykpSbX++/fvMXLkSNSoUQM1atSAu7s7evfurbrOANCpUyeUKlUKOjo6aNSoEQCp2Ye5uTkqV66MtWvXZrteAGjbti3WrVuXbrq1tTViYmJU7/NyjZcvX46QkBAAUhtnLy8vjBw5Mkd1/vXXX4iPj89w/1evXsX9+/ezXH/FihWoUKGC2rSYmBiYmJjA1NQ0R7UQaQ25b/0SFVf4qNlAdHS0sLW1Fe3atRPJyclCCCEWL14sDAwMxIkTJ1TLjR8/XpQsWVKcP39eCCFEZGSkqFGjRq6+ns6o2YAQQnz11VdCoVCI58+fZ2s7s2bNEqampuLMmTNCCOlr0xYtWoiAgADVMhk1G9i8ebPQ1dVVfV0bFxcnAgIChLe3t3j//r1quYCAALVtpdVuZ2enNi2jc+Pv75/huXnx4oVITEzM8rj27dsnAIgNGzaoTX/58qUAIAYMGJDl+hk1G0j7inrRokVCCCGSk5NF+/btha2trXj58qVqOX9/f+Hh4SGio6OFEEKcOnVKlClTRuT0n+20ZhPu7u4iPDxcCCHEsmXLhEKhELdu3crRtgICAkT58uXFzz//LIQQ4ubNm0JHR0f06tVL7N27VwghxLVr14SOjo5YuXKlar2IiAhhaWkpnjx5IoQQIiEhQbRp00Y0b95cbftbtmwRAMSaNWuEEEKEh4eL6tWri9jYWLXlIiMjRUpKSo5qF0KIlJQUUbZsWdGtWzfVtLxe47Tz+3FTBCGEePbs2SdrGjVqlAAgnj59qjb9999/FwDE77///sltpElNTRV//PGHKFmypOocEhVFDK9EMvk4vI4ZM0bo6Oik+yXm5OQk/Pz8hBBS+zpTU1PRp08ftWXWr1+fL+FVqVSK33//Xejq6ooePXpkaxtv3rwRxsbGonfv3mrTL1y4IJo2bap6/3F4VSqVwtbWVjRp0kRtvZMnTwoAYtWqVapp2QmvOTk3Dx48EAYGBun2/bGwsDABQOzYsUNtenJysgAgOnbsmOX6GYXXevXqCScnJ7Xlnj59KnR0dFRtLA8cOCAAiC1btqgt9+233+Y6vA4aNEg17cWLFwKAWLFiRY62FRAQIMqWLasWHKtXry48PT3VlnNzc1M7N8nJyargnGbv3r0CgIiIiFCb3qpVK1GyZEnx4MED4e/vL/bv3682/9ixY6rAnFO//fabMDExEffu3VNNy+s1ziy8bty4UQAQ06dPz3L9nj17CgDizZs3atPTfgbS/lD4lClTpojSpUsLMzMzsXjxYqFUKrO1HpE2YrMBIg1x8OBB2NjYoGLFimrTa9WqhVOnTiE+Ph5Xr15FXFwcfHx81Jbx8PDI075DQkLg5eWFatWqYcGCBVi8eDFWrFiRrXVPnz6N+Ph41KpVS216jRo1sHfv3kzXu3PnDp4+fQpfX1+16bVq1YJCocDBgwdzdAw5OTfGxsYoW7YsbGxscrSPvIqPj8fp06fTHXPFihVhbW2tOuZTp04BQL5eZycnJ9X/W1hYAACioqJyvJ3KlStDV1dXbVsfbhsAypQpo9ZWVE9PD7dv30ZwcDCqV68OLy8vVXdS4eHhausuW7YMurq6+Oyzz1C1alU0btxYbb6ZmRnMzMxgbW2do7ojIyMxZMgQrFy5Eo6OjjlaNzfKli2LkiVLonz58rlaX+Rw8MuxY8fi1atXOH78OFatWoXGjRurNd0gKkr05C6AiCTR0dGqUPEhCwsLKJVKvH79GhEREQCA0qVLqy1jbm6ep33v2bMnXfvR7Errkiej2nOznr6+PkxNTXPc1U9Ozo2VlVW22vOWLVsWABAbG6s2/e3btwCkkJYTr169glKpzPQ6px1zQVxnY2Nj1f/r6Ej3LVJTU/O0HQBQKBQZTvtw23v37kXz5s0xZ84cfP/996q+bxs0aJAuYFlbW2Ps2LEYNmwYgoKC0u3fw8NDra1sdsTExKB58+b44Ycf0KFDB7V5+X2N0wQHB6u2kZUP929mZqaanlZPTvfv7u6OZcuWoU6dOlixYgUGDBiQo/WJtAHvvBJpiLJly2b4S/nVq1fQ0dFB6dKlVXcKX79+rbbMhw+gFLa0X745DRSZrZecnIy4uDjVfADQ1dVNdyfq47BREOfG3d0dANINrJD2EFhO74RaWFhAR0cn0+ucdsyaeJ3zYsOGDTA1NcXQoUOhUCiyXFapVOKPP/5AzZo1MXTo0Bz/XH0sJiYGwcHB6NatW4ZBLr+vcU6lbT83+xdCICEhIdNtnj9/Pp+qJNIsDK9EGqJRo0Z4/vx5ujuC58+fR926dWFsbAx3d3eYmpri7NmzastcvXq1MEtVU6dOHRgbG+PcuXNq08+fP49WrVplup6zszNsbW0zXE8IoXriHAAsLS3ThZg7d+6ovc/puXn58uUnv1a1trZGnTp10o2QdfjwYRgYGODzzz/Pcv2PGRsbo06dOumO+dmzZ4iIiFAdc926dQFAo65zXiQmJqru9qbJrAuq+fPno379+vjjjz/w7t07DBkyJN0yUVFR2bprnBZcO3TooBZc07rEAvL/Gn8o7Q56Vpo2bQpjY+MM9+/h4aHWxCE+Pl7tD5jHjx/Dy8sr3TbTgnBu7xoTaTqGVyINMWTIEFSoUAEjRoxASkoKAKn9X3h4OGbOnAlA+tr4+++/R1hYmOquSlRUFFavXi1b3WZmZpgwYQLCwsJUYSsuLg6jRo2Cn59fpuspFArMmTMHBw8eVHVHFB8fjzFjxsDb2xudO3dWLRsYGIhbt27hxo0bAKR2th8HuczOzaJFi9Lt++HDh6hQoUKW4TrN7NmzcezYMVWN//77L+bPn4/hw4fDysrqk+t/bObMmQgPD8eyZcsASF/djxgxAhUqVMDgwYMBAA0bNoS/vz+mTZumakrwzz//4O+//87x/jRBSEgIYmJiVCOOxcbGputrFQAePHiATZs2YeLEibC1tcXs2bPxyy+/4K+//lItc/LkSdjY2HxyCNa04GpkZIQyZcpg48aNqtfHI2Dl9zUGgF9//RU2NjaYNWtWlsuZm5tj3LhxWLRokepu68GDB7Fv3z7MmTNHbVlvb284Ojri3bt3qml3797F4sWLVd9MvHz5EoMGDYKxsTF69uyZq9qJNJ6sj4tlIe3p4g9fFSpUEAMHDpS7NKI82blzp/D09BQAhKWlpWjRooVq3qNHj0Tbtm2Fra2tqFy5svDz8xPHjh1TWz8lJUWMGTNGWFlZCVdXVxESEqJ6MvnD0YQ+pWbNmsLS0lIAEC4uLqJhw4Z5Oq4VK1YIFxcXUa1aNeHu7i5mzJiheuK5e/fuwtbWVrWvD7tR2r59u6hRo4ZwdHQUlSpVEj169FDrMkoIIRITE0WfPn2EjY2N8PHxEaNHjxbjxo0T+vr6wtPTU1y6dCnduXFxcRENGjQQO3bsEACEg4ODGDdunBBC6rrJ2tparcukrPz111/Cx8dHuLu7C2dnZzF9+nSRmpqa5Trjxo0TDg4Oqn1PmjRJNe/o0aPCz89PVK5cWdja2oq2bduKx48fq63/4sUL0b59e2FhYSG8vb1Fz549xaJFi3LU28DmzZuFi4uLACBsbW3F1KlTxY0bN9R+/rp06fLJ7cTHxwtPT09hYmIiTExMhK+vrxBCCF9fX2FiYiJKly4tmjRpIlJSUtSW8/T0FPHx8UKpVIopU6YIW1tbUb16ddGkSRMxfvx41blZuHChGD16tLCyshJWVlZi2bJlIiUlRXh4eAgAwszMTHz11VdCCCEuX74sSpcu/cnR6RYuXCgAZPr6WG6u8bJly9TOr6enp7h9+7YQQupNwdTUVK3XjKzMnz9fuLi4CHd3d+Hl5ZWu9wMhpN+Lrq6uqm7kEhMTxYoVK0RQUJBwc3NT1d6xY0dx48aNbO2XSBsphMjhI42FpFWrVunGdvb29saKFSvSPalLVNxdvHgRNWvWxM2bN+Hi4iJ3OVRAfvzxR8yaNStXvQQQERUVGtts4OPgmtYOjsGVirv58+enawt57do1lChRQjW8JGm/b7/9Fu/fv1ebdu3aNbi5uclUERGRZtDY8PqxVatWoVevXnKXQSS7Bw8eYNKkSaqnjJ89e4aZM2di2LBhMDQ0lLk6yi/nzp3D7NmzVW0ZT5w4gS1btmDMmDEyV0ZEJC+NbTbwofj4eDg4OOD27dtq/eARFUcHDhzAvHnzEB4eDn19fSQmJqJz584YO3Ys9PSkrptDQkLw/PnzTLexZ8+ebHXQ//z5c9XY7RmxsbHBnj17cn4Q9EmLFy/Ghg0bEBsbi5SUFJiYmGDkyJFo164dgPy9Nj169MiyW6VVq1alGzCBiEguhR5eQ0NDsxy5JyAgIF2XIWvXrsXx48exZs2aTNdTKpV4/vw5SpYs+cl+BImIiIio8AkhEBsbCxsbm3Rd6GVXoYfXxMREJCcnZzpfV1cXJUqUUJtWr149zJs3D7Vr1850vX///Re2trb5VicRERERFYynT5+mGw49uwp9eFhDQ8Mctcu7desW4uLisgyuAFCyZEkA0skoVapUnmqknElIAGbPBpYuBfr0AX74Afjo748CMXr0aEyfPr3gd0Qagde7eOH1Ll54vYuPt2/fwtbWVpXbcqPQw2tOrVy5MlsdLac1FShVqhTDayErVQqYNw/o1g3o2ROoVw9Yvhz4YICkAmFgYMBrXYzwehcvvN7FC6938ZOXJp4a3dtAUlISfv/9d7WRdkhzubsDJ08CQ4YAX30FfPMN8OKF3FURERFRUaLR4dXAwACPHz+Gubm53KVQNunqAv36ATdvAnFxgIsLsG4dUBAtq4ODg/N/o6SxeL2LF17v4oXXm3JCK7rKyo63b9/CzMwMMTEx/OpBg+zcKYVZJyepKYGTk9wVERERkVzyI69p9J1X0n6tWgG3bklNCry9galTgaQkuasiIiIibcU7r1Rozp4FevUCkpOBFSsAPz+5KyIi0nzv379HEv/qJy1iYGAAIyOjDOflR17T+N4GqOjw9QXOnQMWLACaNgU6dgRmzQJKl5a7MiIizfT+/XtUrlwZkZGRcpdClG1WVlZ4+PBhpgE2rxheqVDp6wPDhwNffw307QtUqyaF2fbtAQ6MRkSkLikpCZGRkezDnLRGWj+uSUlJDK9UtNjbA//7H7B1KzBwILB+vTTIQZUqcldGRKR52Ic50f/hA1skG4UCaNsWuH1bCrPu7lIzgixGDyYiIqJijuGVZGduLnWjtX8/sGEDULMmcPq03FURERGRJmJ4JY1Rrx5w8SLQoYM0tGzfvsCbN3JXRURERJqE4ZU0ioEBMGoUcPUqcP++NELXb78VzAhdREREpH0YXkkjOTgA+/YB8+YBAwYAzZsDDx/KXRURkeZQKpVISUmR7aVUKuU+BcXOrl274OXlBYVCgYkTJxbafp8+fQovLy+YmpqiW7duhbbfzLC3AdJYCoXUF2zTpsDIkdIDXePHA0OGSF1uEREVV0qlEocPH0ZsbKxsNZQsWRINGjSAjk7u7oNduXIFs2fPxuXLl6Gvr4/k5GS4u7vjhx9+gLe3dz5Xq/mOHTuGBQsW4MGDBxBCQKlUwtraGkFBQWjfvj0qV66Mli1bomXLllAUct+Stra2uHz5MgIDAwt1v5lheCWNZ2EB/Pwz8M03QO/ewMaN0ghdderIXRkRkTyUSiViY2Nhamqa6/CYH/tXKpW52v+vv/6Kvn37Yvny5diwYQN0dHSgVCqxZcsWBAYG4qeffkLXrl0LoHLNNG3aNPz0008ICwtDo0aNAAApKSlYvXo1+vfvjy1btuDy5cvyFqlBGF5Ja/j5AZcuSU0JGjWSwuyMGVJvBURExZGOjo4s4TUvrly5gm7dumH58uVo166darqOjg46dOiAuLg49OzZE9WrV0fNmjVlrLRw7Nq1C2PHjsXBgwfRsGFD1XQ9PT307t0bz549w65du2SsUPNo1088FXsfPtAVHi6N0LV5Mx/oIiLSFlOmTIGxsTE6d+6c4fyuXbvC2NgY06ZNAwAsX74crq6uUCgUmDdvHjp06AAvLy+UKVMGPXr0wLt371TrhoeH47vvvoOnpye8vb3h6emJOXPmIDU1VW0fCQkJ6NOnD8qVKwd3d3e0atUK69evh0KhgKurK5YvX4758+fD0dERCoUCR44cAQCcP39e1eZ03bp1att8+PAhvvrqK9jb26NKlSpo1KgRLl269MnzMXHiRLi6uqoF1w999913aNq06Se38+TJE7Rv3x52dnZwcHCAv78/Tpw4oZo/fPhwVKpUCQqFAo8ePQIgBee0c5t2jGkOHToELy8v2Nraom7duti0adMnaygsDK+klRwcgL/+AubPBwYPltrFPnggd1VERJQVpVKJffv2oWbNmtDP5OEFAwMD1KhRAwcOHEBqaipCQ0OxZ88eAMDs2bMxbNgwXL58GZcvX8aBAwfQu3dv1bpnz57F48eP8c8//+DSpUvYt28fVq5cifnz56vtIzQ0FLt378bZs2dx7do1zJkzB5MmTQIA7NmzB6GhoRgyZAhWrVqltp6Pj0+GX99HR0ejfv360NXVxf379xEeHo46deogMDAQjx8/zvR8REVF4dKlS6hdu3amy9jb22PmzJmZzgeAly9fws/PDwDw4MEDPHjwAO3atUPDhg1x8uRJAMCcOXMwefJktfVatmypOrcfun37NkJCQvD555/j6dOnOHnyJC5evIgbN25kWUdhYXglraVQSH3C3roFVK4MeHgA06cDSUlyV0ZERBmJjo5GXFwcypcvn+VylpaWiIuLw8uXL9Wmt2rVStWUwNbWFgMGDMCvv/6KO3fuAACaNm2KzZs3w8jICABgZWWFL7/8Ui2E3r17Fxs3bsSAAQNQuXJlAICTk1OenqKfP38+nj17hjlz5kBPT2qROWbMGADAggULMl0vLdhaWlrmet8f7n/u3Lmq/ffr1w/29vYYOXJkjrc3depUmJiYYNy4cQAAhUKBSZMm4f3793mqM78wvJLWK11aGqHr4EGpCYG3N/DBNyVERKRhsvu0/MfteatXr672vkaNGlAqlTh79iwAwNTUFJs3b0a9evVQvXp1eHl5Yd26dQgPD1etc+bMGSiVSvj4+Khty8PDIzeHAkD6ir1ChQqws7NTTTMyMkKVKlVw7NixT66f194DDh48CBsbG1SsWFFteq1atXDq1CnEx8fnaHunTp1C9erVYWhoqJpmYmICBweHPNWZXxheqcioUwe4cAHo2lVqRtCjB/DRH+1ERCSjMmXKwMTEBFFRUVkuFxUVhZIlS8LCwkJteqlSpdTely5dGgDw/PlzAMDYsWMxfPhwzJo1C9evX8fly5cRGhqK5ORk1ToRERFq66Yxz8PTv9HR0Xj16hW8vLzUXi9fvsyyP9y0sBsZGZnrfaft/+NzBQAWFhZQKpV4/fp1jrYXERGR7vwAeTtH+Ym9DVCRoq8PjBgBtG0L9O8vPdA1bx7QpYvUzICIiOSjq6uL4OBg/P3330hOTs6w3WtSUhIuXryIZs2apbvz+vbtW7X3r169AgDY2NgAAH755Rc0btxY1f4zI2nLfhzoYmJiMqwXAMQHTwXHxcWlW65s2bLQ0dHJcXdWlpaWqFGjBs6cOZPpMs+ePcP169fRsGFDVZOAjPb/7NmzdNNfvXoFHR0dVRDN6Hgy6ivYxsYmw8Cb0TmSA++8UpFkbw/8+afUH+zo0UBQEHD7ttxVERHRuHHjEB8fj40bN2Y4f/369UhISFC1Gf3Qxw8MXbhwATo6OvD19QUAJCYmpgu8H9/V/Oyzz6Cjo6NqapDm6tWr6faX1hY1LSQD0sNMH2vUqBEeP36MN2/eqE3fvn075syZk275D02ZMgU3b97E4cOHM5w/cOBAzJgxI9Pgmrb/58+fpwuw58+fR926dWFsbJzp8aS1F/5Q3bp1cfXqVbU2rvHx8XigIU9GM7xSkaVQAF9+KT3Q5ekJ1KghjdClIe3NiYjyTKlUyvbKrbR2qN9//z22bNmi2pZSqcTmzZsxYsQIrFu3LsM2qAcPHlR1P/XkyRMsXrwYHTp0gLOzMwAgJCQEBw4cwLVr1wBID2dt2bJFbRtOTk7o3LkzFi1apGoLe+/ePWzbti3d/qpUqQJbW1v8/vvvEEKoBg742JAhQ2BpaYnvv/9e1UTh7t27+P7771GjRo0sz0dISAjmzJmDjh074u+//1ZNj4+Px9ixY3HixAksXbo0y20MGTIEFSpUwIgRI5CSkgIAWLZsGcLDw9V6KqhVqxZMTEywdetWAMC7d+8QFhaWbntjxoxBQkKCWu8E48eP15ghgRVCFI0eMt++fQszMzPExMSkaxNDBAAXL0ojdL15AyxdCjRuLHdFRERZy+x3W1EYHvby5cuYOXMmrl69CgMDAyQlJcHT0xMjR46Ep6en2rKPHj1C5cqVsWjRIly6dAkXL17EkydP8MUXX+Cnn36CiYkJAKkpwODBg7Fv3z5UrlwZlSpVgpGREX755Rd4enpi6dKlqFu3LuLj4zF06FBs3boVFSpUQLVq1fDVV1+hXbt2ePjwIezt7VX7PnHiBPr164e4uDg4Ojpi5syZqFGjBmxtbRESEoLly5cDkML08OHDcerUKZQrVw7GxsYYOXIkPv/882ydj6NHj2Lu3LkIDw+Hvr4+lEol/P39MXz4cFXb2F27dmH8+PG4cuUKLC0t4evrqxrA4PHjxxgxYgROnz4NPT09VKhQAdOnT0f9+vXV9vPHH39g5MiRUCgUcHZ2xpAhQ9CgQQM4ODjgm2++wfjx4wFIfygMGzYML168gLW1Nb755hts374dV69eRaVKlTJtIvGpPJYfeY3hlYqV1FRg2TJgzBigeXPgxx8BKyu5qyIiylhWv9vyegc0rwpzdK+08Lp27do8dWmVlSNHjqBBgwbpwivlTGGEVzYboGJFV1d6kOvWLUCplB7oWrpUCrVERNpER0cHenp6sr20bVhaKjr4k0fFko2N1Cfs5s1SbwR16wLZGMWPiIiIZMbwSsVa06bA9etS+9d69YAhQwAZm5AREdFHli9fjpCQEADSQ0P9+vXL932MGTMGPXr0AAC1dqykmdjmlej/u3UL6NsXuHcPWLhQ6qmAfcMSkZz4u420Ddu8EhUiFxfg77+BGTOAPn2Azz8HHj6UuyoiIiL6EMMr0QcUCmk0rtu3gYoVgerVpTCblCR3ZURERAQwvBJlyMJCGp3rwAHg118BLy/g6FG5qyIiIiKNDq/37t1D69atUbduXdSqVQv+/v4ZDmNGVFDq1gUuXAC6d5eaEXTtCvz3n9xVERERFV+ZD5Qrs//++w+NGjVCWFgY/Pz8AAADBgxQG4+XqDDo6wNDhwJt2wKDBkl9w86cCfToAbCbQyIqDG/fvpW7BKJsKYyfVY3tbeCHH37A06dPsWnTpmwtzycyqbD873/SQAfW1tJoXR+NYkhElG/ev3+PypUrIzIyUu5SiLLNysoKDx8+hJGRUbp5RXp4WA8PDzRp0gSvX7/G7du3UbJkSQwfPhwNGzbMcHmGVypM8fHA1KnAggVAaCgwaRJQsqTcVRFRUfT+/Xsk8alR0iIGBgYZBlegiIdXExMTpKam4q+//kJgYCAOHjyIpk2b4syZM/Dx8Um3PMMryeHWLalbrfv3pSD71VfsG5aIiCgzWtnPa2hoKBQKRaavwMBAAEBiYiJq166tet+oUSPUrl0bS5cuLeySiTLl4gIcPix1p9W3LxASAjx4IHdVRERERVehh9eFCxciNjY209fevXsBABYWFrCxsVFb19bWFo8fPy7skomylNY37J07gL094OEBTJ4MJCbKXRkREVHRU+i9DRgaGsLQ0PCTy/n6+qZroP7ixQvY2tpmud7o0aNhYGAAAAgODkZwcHDuiyXKgdKlpQe4unWTmhJs3AgsXQo0aiR3ZURERPLZt28f9u3bBwD50n5bY9u8Hjx4ECEhIbhw4QLc3d1x/fp1+Pj44MiRI6hdu3a65dnmlTRJSooUXMeNA5o1A378EfjoiwQiIqJiRyvbvGZXo0aNsHr1anTs2BF+fn7o3bs3tm7dmmFwJdI0enrAwIHSMLMKhdQ37MKFUqglIiKi3NPYO685xTuvpMkOHgT69QOMjaWmBfwbjIiIiqMifeeVqChp1Ai4elXqSqthQ6B3b4CDxREREeUcwytRITE0BMaOBa5dA/79F3B2BtauBZRKuSsjIiLSHgyvRIWsShVg925g5UpgwgTA31+6K0tERESfxvBKJAOFAvjiC+DmTaBePeCzz4ChQ4HYWLkrIyIi0mwMr0QyMjUFZs0Czp8HLlyQeiXYuhUoGo9REhER5T+GVyIN4OYmDTM7axbQvz8QHAzcvSt3VURERJqH4ZVIQygUQOfO0jCzzs6AlxcwfjyQkCB3ZURERJqD4ZVIw5ibA4sWASdOAPv2SXdld++WuyoiIiLNwPBKpKFq1ABOnwZGjgS++UZ6wOvxY7mrIiIikhfDK5EG09EBevWSmhKUKSPdhZ0+HUhMlLsyIiIieTC8EmmBcuWA1auB/fuB334DPD2lIWeJiIiKG4ZXIi1St67UrVafPtJQs+3bA8+eyV0VERFR4WF4JdIyenrAoEHA7duAri7g4gLMmwckJ8tdGRERUcFjeCXSUtbWQFgYsHOn1KSgRg3g2DG5qyIiIipYDK9EWq5BA+DyZalHgubNpf9GRcldFRERUcFgeCUqAgwMgOHDgZs3pUENnJ2BxYuBlBS5KyMiIspfDK9ERYitLbB1q9QjwU8/AbVqSX3FEhERFRUMr0RFUJMmwLVrwNdfA40bA927Ay9eyF0VERFR3jG8EhVRhobA6NHAjRvA69dSU4Lly4HUVLkrIyIiyj2GV6Iizs4O2L5d6plg7lzgs8+As2flroqIiCh3GF6JiolmzYDr14FWraQeCnr1AqKj5a6KiIgoZxheiYoRIyNg3DgpxEZFSU0Jfv6ZTQmIiEh7MLwSFUOVK0uDG6xfD8ycCdSuDZw7J3dVREREn8bwSlSMff659EBX8+ZAQACbEhARkeZjeCUq5kqUACZOlJoSREZKTQlWrGBTAiIi0kwMr0QEAKhSBdi1S2pKMGuW1JSAvRIQEZGmYXglIjVpTQk+/1zqlaBnTzYlICIizcHwSkTplCgBTJggjdL133+AkxMHOCAiIs3A8EpEmapSReqVYMMGYM4cwNcXOHNG7qqIiKg4Y3glok9q3lxqSvDFF0DDhkD37sCLF3JXRURExRHDKxFlS9oABzduAK9eSU0JlixhUwIiIipcDK9ElCP29sAffwC//gosWAD4+AAnT8pdFRERFRcaG17XrVuHatWqITAwUPXq1KmT3GUR0f/XtKnUN+zXXwPBwUDXrtKQs0RERAVJIYQQcheRkXXr1gEAunXrlq3l3759CzMzM8TExKBUqVIFVxgRpfPkCfD998CBA8DkyUC/foCentxVERGRpsmPvKaxd16JSHtUqgRs2wZs3QosWwZ4ewNHj8pdFRERFUUaHV7//PNPBAUFwc/PD926dcOjR4/kLomIstCkCXD1KtClizTIQceOwPPncldFRERFicaGVysrK7i5ueGvv/7C8ePH4ejoCF9fX7x8+VLu0ogoCwYGwIgRwO3b0ntnZ6mP2KQkeesiIqKiodDDa2hoKBQKRaavwMBAAEDTpk0xefJkGBgYQKFQYNSoUVAqlaq2sESk2SpUADZtAv78E/jlF8DTU2oTS0RElBeF/kjFwoULMXfu3Ezn6+rqZjq9YsWKCA8Pz3L7o0ePhoGBAQAgODgYwcHBuS+WiPIsMBC4eBFYuhRo0wZo3BiYNw+ws5O7MiIiKgz79u3Dvn37AABJ+fA1nMb2NjB27FiMGTMGJUqUAAAIIWBtbY3Bgwdj5MiR6ZZnbwNEmi8qChg5EvjtN2DUKGDYMGnwAyIiKh6KdG8DJ06cwPr161XvV69ejXfv3qFjx44yVkVEeWFpCaxdCxw8KA104OYG7N4td1VERKRNNLYnxh9++AELFy7Er7/+ipSUFBgaGuLQoUOoVKmS3KURUR7VqQOcPQusWiUNblC7NrBwIeDoKHdlRESk6TS22UBOsdkAkXZ6+RIYOxZYvx4YMgQYPRowMZG7KiIiKghFutkAERUPZcpIAxucOAEcOQJUqwZs2QIUjT+riYgovzG8EpFGqFFDCrDTpwODBgFBQcD163JXRUREmobhlYg0hkIhjc519y5QsyZQqxYweDDw5o3clRERkaZgeCUijVOqFDB3rtQ/7I0b0ihda9YASqXclRERkdwYXolIY7m4APv3S21iJ0/+v14KiIio+GJ4JSKNplAAX34J3LwJNGsGNGgAdO8O/Pef3JUREZEcGF6JSCsYGwMTJ0rNCF6/BpycpL5hU1LkroyIiAoTwysRaRV7e2D7dmmI2eXLAS8v4PBhuasiIqLCwvBKRFqpSRPgyhXg22+BVq2Atm2BJ0/kroqIiAoawysRaS0DA2DoUKlrLWNj6QGvKVOA9+/lroyIiAoKwysRaT0rK2DdOuDgQWDnTsDVFdixg6N0EREVRQyvRFRkpHWlNXo00KsXEBwM3Lold1VERJSfGF6JqEjR0QF69JCaEri6SsPOfv89EBMjd2VERJQfGF6JqEgyNwcWLADOn5ce7HJyAtau5ShdRETajuGViIo0NzepLezSpVI/sbVrA//8I3dVRESUWwyvRFTkKRTAV19J7V9DQoCgIKBbNyAyUu7KiIgopxheiajYSBul6+ZN4N07qSnB3LlAUpLclRERUXYxvBJRsWNnB2zdKnWntW4d4O4O7N0rd1VERJQdDK9EVGwFBQGXLwMDBgAdOwItWgD378tdFRERZYXhlYiKNT09oH9/4N49oGJFwMMDGDkSiI2VuzIiIsoIwysREYCyZYFly4BTp6SXszOwYQO71iIi0jQMr0REH/DyAo4eBX78URqpq1494Nw5uasiIqI0DK9ERB9RKID27YHbt4HGjYGAAKB7dyAqSu7KiIiI4ZWIKBMmJsDkycCNG8CbN1LXWvPmsWstIiI5MbwSEX1C5crA778Df/whDTHr4cGutYiI5MLwSkSUTWlda/XvD3TqBHz+udRLARERFR6GVyKiHEjrWuvuXaBSJeku7IgRwNu3cldGRFQ8MLwSEeVC2bLA0qXAmTPA2bNSe9i1a9m1FhFRQWN4JSLKA09P4PBhYPFiYNIk4LPPgNOn5a6KiKjoYnglIsojhQJo0wa4dQto2VLqXqtLF+DZM7krIyIqehheiYjySYkSwLhxUohNSQGqVQOmTwfev5e7MiKiooPhlYgon9naAr/+KnWntW0b4OICbN8OCCF3ZURE2k8rwusPP/wAhUIhdxlERDni5ycNLTt2LNCnD9CoEXDtmtxVERFpN40Pr7dv38batWvlLoOIKFd0daWhZe/eBWrUkB7o6tcPePlS7sqIiLSTxofXQYMGYdSoUXKXQUSUJ2ZmwJw50iAHjx8DVasCixYByclyV0ZEpF00Orz+9ttvcHR0hLe3t9ylEBHlCycnYPduYNMmqZ9YLy/gwAG5qyIi0h4aG17fvXuHmTNnYurUqXKXQkSU75o2Ba5eBXr1Atq2BVq1Au7fl7sqIiLNV+jhNTQ0FAqFItNXYGAgAGDy5Mno168fSpcuXdglEhEVCn19YNAgqT2sjQ3g7s6hZomIPkUhROF23pKYmIjkLBp56erq4vHjx+jZsyeOHTsGhUKBI0eOoEGDBsiq1Ldv38LMzAz9+vWDgYEBACA4OBjBwcH5fgxERAXh6lUpzN68KfUP262b9MAXEZE227dvH/bt2wcASEpKwpIlSxATE4NSpUrlanuFHl6zY+HChVi/fr3qoN68eYMrV64gICAAFSpUQFhYWLp10sJrXk4GEZHchAD++AMYNgwwNwcWLgTq15e7KiKi/JEfeU0jw+vHcnLnleGViIqC9++B+fOlO7DNmwOzZwOVKsldFRFR3uRHXtPYB7bS9OjRA4MHDwYABAYGYvHixfIWRERUCIyMgFGjgDt3pP93cQHGjwfevZO7MiIieWnFndfs4J1XIirKzp2T2sM+eQLMnAl07AjoaPztByIidcXizisREQG1agEnT0rNB0aNAurWBf75R+6qiIgKH8MrEZGWUCikO6537gDNmgFBQUCXLsCzZ3JXRkRUeBheiYi0jLExMGECcPs2kJoKODsDU6YACQlyV0ZEVPAYXomItJStrTTM7P79wJ9/SiF282apuy0ioqKK4ZWISMvVrQucOQNMnQp8/z3g5yc94EVEVBQxvBIRFQE6OsA330hDzQYFAQEB0ghdz5/LXRkRUf5ieCUiKkJMTaX2r7duSW1gnZ2BadPYHpaIig6GVyKiIsjODtiyBdi7Vxpu1sUF+O03toclIu3H8EpEVIT5+QFnzwKTJgGDBwP16wPnz8tdFRFR7jG8EhEVcTo6QNeuUnvYwEDA3x/49lu2hyUi7cTwSkRUTJiaSj0SsD0sEWkzhlciomLGzk7qD3bvXmDHDqBaNal9LNvDEpE2YHglIiqm/PyAf/6ReicYMuT/2scSEWkyhlciomLsw/5hGzYEGjSQ3j97JndlREQZY3glIiKYmgKTJ0vtYVNSpPawkycD8fFyV0ZEpI7hlYiIVCpVAjZtAg4cAPbskULsxo2AUil3ZUREEoZXIiJKp04d4NQpYOZMYNQo6f3p03JXRUTE8EpERJnQ0QE6dQLu3AGaNwcaNwY6dAAeP5a7MiIqzhheiYgoS8bGwPjxUojV15eGmh0zBoiNlbsyIiqOGF6JiChbKlQAfvkFOHpUejk5AWvWAKmpcldGRMUJwysREeVIrVrA8ePATz9JfcT6+ABHjshdFREVFwyvRESUYwoF8PXXUtda7doBLVsCrVsD9+/LXRkRFXUMr0RElGtGRsDIkcC9e0D58oC7OzB0KPDmjdyVEVFRxfBKRER5ZmkJrFghDTd79Srg6AgsXgwkJ8tdGREVNQyvRESUbzw8gP37gXXrpPDq4SENdiCE3JURUVHB8EpERPlKoQA+/xy4dg3o2xfo0gVo2hS4fl3uyoioKGB4JSKiAqGvDwwYID3E5eYm9VIQGgpERcldGRFpM4ZXIiIqUKVLAz/+KLWFjYoCqlaVhp19/17uyohIGzG8EhFRoahaFfjjD2DXLuC334Bq1YAtW9gelohyhuGViIgKVWAgcO4cMHEiMGQI4Ocn9VJARJQdDK9ERFTodHWBbt2Au3eBRo2AoCCgY0fg8WO5KyMiTaex4fXYsWP48ssv0bhxY9StWxc+Pj7Ys2eP3GUREVE+MjUFJk0C7twBDAwAFxdg9Gjg7Vu5KyMiTaWx4XXTpk2oV68eDhw4gFOnTqF79+5o3bo1Xrx4IXdpRESUzypWlPqGPX4cOHlSah/7889ASorclRGRptHY8Dpw4ECEhoaq3tevXx9JSUl49uyZjFUREVFBqlkTOHIEWL4cmD0b8PYG9u2Tuyoi0iQaG15dXV1hYmICAEhMTMSyZcvQsGFDeHh4yFwZEREVJIUCaN0auHkT+O47oH17oFkz4MYNuSsjIk2gseE1zZAhQ2BjY4Nbt25hw4YN0NHR+JKJiCgfGBhIvRHcvw84OwM+PhzkgIhkCK+hoaFQKBSZvgIDA9WWnz9/PqKjo/H555/D29ubzQaIiIqZMmWABQuAK1f+b5CDGTOAhAS5KyMiOSiEKNzuoRMTE5GcnJzpfF1dXZQoUSLDeZUqVUK3bt0wefLkdPPevn0LMzMzxMTEoFSpUvlWLxERaZajR4Hvvweio6UQ2749wC/liLRDfuQ1vXyu6ZMMDQ1haGj4yeVmzJiBUaNGqU0zMTFBXFxcluuNHj0aBgYGAIDg4GAEBwfnvlgiItI4AQHSIAcbNwIjRkh3ZX/8URrsgIg0z759+7Dv/z95mZSUlOftFfqd1+yqXLkyVq1ahYYNGwKQDrx58+bYv38/goKC0i3PO69ERMVPfLwUXGfNApo0kf7r6Ch3VUSUmfzIaxobXjdu3IiVK1dCoVAgJSUFSUlJGDZsGNq2bZvh8gyvRETFV2QkMH48sGED0KcPMHYsYGEhd1VE9LFCD6///fcfIiIikJqaChsbG1hZWeVqpwWB4ZWIiK5dA4YOBc6fl8Js375SrwVEpBnyI699sol7UlISJk+eDEdHR1hbW8Pb2xs+Pj6oUKECbG1tMXr06E+2QyUiIioM7u7SoAabNgGrVgFubsD27YBmfsdIRLmR5Z3Xly9fIiQkBK6urmjevDkcHBxQqlQpKJVKxMTEIDw8HIcOHcI///yD3bt3o2LFioVZuxreeSUiog+lpABr1gDjxgFOTsC8eYCvr9xVERVvBd5soH///ujWrRt8fHyy3Mjt27cxa9YsrF27NldF5AeGVyIiykhsrPQg1/z5QKtWUvdadnZyV0VUPBXpB7ZyiuGViIiy8u+/wJgxwNatwMCBwKhRgJmZ3FURFS+F0uY1PDwcy5Ytw6pVqxAREZGrnRAREcmtYkVg/XrgxAngn3+kLrWWLAGyGDeHiDRQlndeDx06hJYtWyLh/4/BZ25ujqNHj8Ld3b3QCswu3nklIqLsEgLYvRsYPlx6P3s20KIFoFDIWxdRUVfgd15HjRqF6dOn482bN/jvv//QvXt3TJo0KVc7IiIi0hQKhRRWr10DBg0CevQAgoKACxfkroyIPuWTzQYGDRqEUqVKoWzZspgzZw6ePn1aGHUREREVOH19aVCDe/eA2rWB+vWBLl2AJ0/kroyIMpNleDU1NU03zcTERO19t27d8rUgIiKiwmZmJvVCcPu29L5aNWD0aODtW3nrIqL09LKaGRERgQ0bNuDDZrGRkZFq086ePVuwFRIRERWSSpWkIWYHD5ZG6nJ0BCZOBHr2lO7SEpH8snxgS0fnk60KoFAokJqamq9F5QYf2CIiovzEh7qI8l+BP7AVEBAApVKZ5cvf3z9XOyYiItJkHz7UNXAg0L070KABcP683JURFW9ZhtdFixZ9cgPZWYaIiEhb6esDffsC9+8DdesC/v5Ap07A48dyV0ZUPGUZXqtXr/7JDWRnGSIiIm1nZgZMnw7cuQPo6QEuLsAPPwBv3shdGVHxkmV47d+/Py5duvTJjdy9exfffvttvhVFRESkqWxt/2+krvPnpYe6fvoJSEqSuzKi4iHLB7aio6PRrFkzeHh4oHnz5qhSpQrMzMyQmpqKt2/fIjw8HIcOHcKpU6ewe/du2NraFmbtavjAFhERFTYhgD17gBEjpPA6cybw5Zd8qIsoM/mR17IMrwDw/v17TJ8+HRs2bMDjx4+h+P+fSCEErK2t0alTJ4wdO1b2wMjwSkREcklJAdauBcaNAxwcgLlzgTp15K6KSPMUSnj9UEREBCIjI5Gamgpra2vY2NiowqzcGF6JiEhucXFScJ07FwgJkQY+cHCQuyoizVHgXWV9aO/evbC2toa3tzd8fHxQoUIFjQmuREREmsDUVBrU4O5d6QGv6tWlAQ9evpS7MqKiI8sRtj40ZswYmJqa4uMbtQqFAtbW1nBwcGCYJSIiAmBjA6xcCQwaJLWHdXCQhpsdOBAwMpK7OiLtlu1mAzo6OlAoFGrh9cP2r9WrV8eOHTtQpUqVgqn0E9hsgIiINNWhQ8CwYcCrV8C0aUDHjkA2BrEkKnIKtdnA8uXLMW3aNPz3339QKpWIiorC7Nmz8csvvyAyMhJff/01Bg0alKsiiIiIirKGDYELF4CpU6U7sLVqAX//LXdVRNop23demzVrhr1796abHhISgj179gAA6tati1OnTuVvhdnEO69ERKQNEhKkfmGnTwfq1wdmzQLc3OSuiqhwFOqd16dPnyI1NVVtWnJyMp4+fap6b8SGPERERFkqUUIamevBA6ktrI8P0LMnEBEhd2VE2iHb4bVmzZpo0KAB1q5di927d2PNmjVo2LAhatWqhZSUFCxcuBBKpbIgayUiIioyypYFFi4Erl2ThpitWhWYMAGIjZW7MiLNlu3wumTJElStWhV9+/ZFy5Yt0a9fP7i4uGDx4sVISEhASkoKZsyYUZC1EhERFTmOjsDWrcDBg9KDXVWrAsuXSwMfEFF6ORqkAJB6Fnjx4gXKlSunUV1jsc0rERFpOyGAHTuAkSOl3ghmzgRatuRws1R0FGqbVwCIj49HWFgYVq5ciU2bNuHdu3e52ikRERGlp1AArVsD168DAwYAvXoBAQHAP//IXRmR5sj2ndf79+8jKCgIL168gIWFBV6+fIny5cvj0KFDqFq1akHX+Um880pEREVNbCwwZw7w448cbpaKhkK98zpkyBCMHTsWcXFxePbsGd69e4cxY8Zg8ODBudoxERERZa1kSWDyZPXhZgcNAqKj5a6MSD7ZDq+xsbHo1asXdHV1AQC6urro3bs3mw4QEREVsLThZs+fB8LDpbuvM2ZIfcYSFTfZDq9JSUlITk5Wm5aYmIjExMR8L4qIiIjSc3MD/vwT2LkT2L4dcHIC1q0DPuqGnahIy3Z4DQoKQmBgINasWYPdu3dj9erVCAoKQlBQUIEUtmPHDjRq1AgNGzaEj48POnTogGfPnhXIvoiIiLRJYKD0ENecOVKzAm9v4K+/pN4KiIq6bD+wlZKSglGjRmHZsmWIj4+HsbExQkNDMXPmTOjp6eV7YeXLl8f27dvh5+eHlJQUtG3bFk+ePMH58+czXJ4PbBERUXGUmCj1C5sWYmfPBmrUkLsqoowV6gNbenp6mDNnDuLi4hAVFYW4uDjMnTsXnTp1ytWOP2XQoEHw8/NT7fvbb7/FhQsXEBUVVSD7IyIi0kaGhtJDXA8eALVqAX5+QKdOwMOHcldGVDCyvGWanSYBly9fzq9a1IwZM0btfXx8PEqUKIGSJUsWyP6IiIi0mbm59BBX377A+PGAqyvQpw8wZgxQpozc1RHlnyzD68OHD9GtW7dM5wsh8OjRo3wuKWO//fYb+vfvD2Nj40LZHxERkTaytQXWrgWGDJFG6nJwAEaNAgYOBEqUkLs6orzLMrx+9913GDduXJYbSOs6K7tCQ0OxYsWKTOcHBATgyJEjatP++OMPREREICwsLEf7IiIiKq48PIA9e4C//waGDwcWLwamTAG6dAFy+KubSKNk+4Gt/JKYmJiuy60P6erqosQHfxoePXoU48aNw44dO2BhYZHpemkNgPv16wcDAwMAQHBwMIKDg/OveCIiIi2kVAJbtgCjR0sDH8ycCTRrJg1HS1TQ9u3bh3379gGQul5dsmRJnh7YKvTwmhNHjx7F2LFjsWvXLpQuXRpPnjyBmZkZzMzM0i3L3gaIiIiylpgILFsGTJ0q3ZmdPRvw8ZG7KipOCrW3gcJ29OhRfP/999i4cSP09fURFxeH5cuX49KlS3KXRkREpJUMDYHBg6WeCWrXBvz9gQ4dpFG7iLSFxobX5s2b4+LFi7C3t0fJkiVRsmRJzJgxQ+6yiIiItJ6ZGTB9OnD3LmBsLI3cNWgQ8OKF3JURfZrGhte4uDgIIdK9AgMD5S6NiIioSKhYEVi9Gjh3Trob6+gITJsGvHsnd2VEmdPY8EpERESFo3p1YPduYNcu6VW1KrByJZCSIndlROkxvBIREREAICAAOHMGWLhQepjLwwPYuRPQ3Ee7qThieCUiIiIVhQL4+mvg5k2gf3+gVy+gfn3g1Cm5KyOSMLwSERFROvr60lCz9+8DjRoBwcFA69bA7dtyV0bFHcMrERERZapkSWDiRODePcDGBvD2Bnr3Bp4/l7syKq4YXomIiOiTrKyAJUuAq1eB16+lh7rGjgViYuSujIobhlciIiLKtqpVgd9+Aw4fBk6cABwcpAe8EhPlroyKC4ZXIiIiyjFfXynArl8PrFoFVKsGhIUBSqXclVFRx/BKREREuaJQAM2bA5cvS+1iR40CatYE9u9n91pUcBheiYiIKE90dYGuXaXhZjt3Btq3Bxo3Bi5ckLsyKooYXomIiChfGBkBQ4cC4eGAj4/UP2z79lJ3W0T5heGViIiI8pW5OTBzpnQn1tQUcHeXBjyIipK7MioKGF6JiIioQFSsKD3MdeEC8O+/gKOj1DY2NlbuykibMbwSERFRgXJ1BXbsAPbtAw4elLrXWrwYSEqSuzLSRgyvREREVCjq1gWOHwdWrwaWLQNcXIDNm9m9FuUMwysREREVGoUCaNFCGqlr7Fhg+HDp4a4DB+SujLQFwysREREVOl1d4NtvpYe6OnYE2rUDGjUCzp+XuzLSdAyvREREJJsSJYBhw6TutWrVAgICpCB7757clZGmYnglIiIi2ZmbAzNmSHdizcwADw+gb18gMlLuykjTMLwSERGRxqhQAfj5Z+DSJalfWEdHYNw44O1buSsjTcHwSkRERBqnWjXg99+lrrWOHweqVAHmzwcSE+WujOTG8EpEREQaq3Zt4PBhYMMGYN06wMkJWL8eSE2VuzKSC8MrERERaTSFAmjWTGpKMG2aNEqXlxewezcghNzVUWFjeCUiIiKtoKMDdO4M3L4N9OwJfPcd4O8PnDwpd2VUmBheiYiISKsYGgIDBwIPHgANGwJNmwItWwLXr8tdGRUGhlciIiLSSiVLSk0IHjwAKleW+ont1g14/FjuyqggMbwSERGRVitfHli4ELh5U3qQq1o1YMgQIDpa7sqoIDC8EhERUZFQubLUK8E//0gjdFWpAkyeDMTFyV0Z5SeGVyIiIipSPDykngj+9z9g3z7AwQFYvBhISpK7MsoPDK9ERERUJNWvD5w4AaxcCSxfLjUnCAsDlEq5K6O8YHglIiKiIkuhkHoiuHJFerhr9GjA21u6K8s+YrUTwysREREVebq6wDffAHfvSv3Ddusm9RF74oTclVFOaXR4fffuHQYOHAgdHY0uk4iIiLSEoSEwaND/9RHbrBnQogVw7ZrclVF2aWwqjIyMREhICExMTCB4X5+IiIjyUalS/9dHrIMD4OsLdOkCPHwod2X0KRobXo2MjLBr1y4EBwfLXQoREREVUeXLAwsWALduScPPuroCAwYAUVFyV0aZ0djwam5uDjMzM7nLICIiomLA3h5Yvx44dw54+lS6GztuHBATI3dl9DGNDa9EREREha16dWDHDuDAAeDYMWmgg7lzgYQEuSujNIUeXkNDQ6FQKDJ9BQYGFnZJRERERGrq1AGOHJH6hd20CahaFVi1CkhJkbsyUohCfhoqMTERycnJmc7X1dVFiRIlVO+PHDmCBg0afPKhrbdv38LMzAz9+vWDgYEBACA4OJhtZomIiChPlErgt9+kZgS6usCUKcBXX0ltZOnT9u3bh3379gEAkpKSsGTJEsTExKBUqVK52l6hh9ecyml4zcvJICIiIspMcjKwdi0waRJgbQ1Mnw40biwNhEDZkx95jX8zEBEREWWDvj7Qqxdw7x7Qti3Qvr3UV+w//8hdWfGi0eG1VatWGDx4MAAgMDAQY8eOlbcgIiIiKvaMjYERI4DwcKltbMOGQOvWwI0bcldWPGh8s4HsYrMBIiIikkNkJDB1KrB6tXRHdtIkqestSo/NBoiIiIhkZmUFLF4s3XlVKgEXF2DgQA50UFAYXomIiIjyQZUqwIYNwNmzwOPH0kAHY8dyoIP8xvBKRERElI/c3YGdO6WBDk6elELt7NlAfLzclRUNDK9EREREBaBOHeDvv4Fff5X6ia1aFVi+XOpyi3KP4ZWIiIiogCgUQJMmwLlzwMKFwIIFUpvYTZuk9rGUcwyvRERERAVMoQDatAGuXwfGjAFGjQK8vYHdu4Gi0e9T4WF4JSIiIiokenrAt98Cd+8C330nvfz8gKNH5a5MezC8EhERERUyQ0Ng0CDgwQOgWTOgZUugaVPgwgW5K9N8DK9EREREMilZUupOKzwc8PAA6tcHvv4auH1b7so0F8MrERERkczKlJG607p/HyhbFvDykpoUPH4sd2Wah+GViIiISEPY2ADLlkmjdSUlAdWqSc0LOFrX/2F4JSIiItIwDg7Axo3pR+t680buyuTH8EpERESkodzdgR07gIMHgVOngMqVgZkzgXfv5K5MPgyvRERERBqudm1ptK5t24A//pDuxC5eDCQmyl1Z4WN4JSIiItISDRsCZ84AK1ZIQ81WqwasWwekpMhdWeFheCUiIiLSIgoF0KoVcOUKMGWK9HJ3l+7KFochZxleiYiIiLSQri7QubPUJ+zgwVKvBLVqAX/9VbSHnGV4JSIiItJi+vpA795SH7EdO0qB1t8fOH5c7soKBsMrERERURFQogQwdKg0WlejRkDz5tLQs0VtyFmGVyIiIqIipFQpYMIEKcS6u0tDzrZpA9y8KXdl+YPhlYiIiKgIKlv2/4actbQEatYEunYFHj6Uu7K8YXglIiIiKsJsbIAlS6QhZwHA1RXo2xd4/lzeunKL4ZWIiIioGKhSBVi/XmoD+99/gKMjMHw4EB0td2U5w/BKREREVIy4ukp9wh4/Dly/LoXaCROAmBi5K8sehlciIiKiYqhmTWDvXmDPHuDIESnEzp4NxMfLXVnWGF6JiIiIijE/Pym8/vorsHUr4OAALF4MJCbKXVnGGF6JiIiIijmFAmjSBDh7Fli6FFixAnByAtasAVJS5K5OHcMrEREREQGQQmzr1sDly8CMGdLLzQ3YvBlQKuWuTsLwSkRERERqdHWloWZv3pR6JBgxAvDyAnbuBISQtzaGVyIiIiLKkL4+0KMHcPeu9N9evYDatYEDB+QLsQyvRERERJQlIyNg4EBpyNnWrYF27YDAQODEicKvRSvC69KlS+Ht7Y26desiJCQET58+lbskIiIiomLHxAQYOVIaYjYwEAgJAZo1A86fL7waND68bt++HVOmTMGBAwdw6tQp1K5dG61atYJSU1oNExERERUzZmbApEnSnVh3dyAgAPjyS2nQg4Km8eF17ty56Ny5M8qWLQsAGDhwIK5cuYJDhw7JXBkRERFR8Va2rDSwwf37QIUKQK1aQKdOwL17BbdPjQ6vSUlJOHfuHDw8PFTTzM3NYWdnh5MnT8pYGRERERGlsbYGFi0Cbt8GSpSQ7sb26AE8fpz/+9Lo8BodHY2UlBRYWFioTbewsEBERIRMVRERERFRRuzsgFWrgGvXgIQEoFo1oH9/ID9jm0aH1zQKhSJb04iIiIhIflWrAmFhwLlzUnB1dJT6i335Mu/b1sv7JgpOuXLloKenh1evXqlNf/XqFaysrDJcJyUlBSmaNo4ZERERUTFUrRqwZQtw4QIwcaIO3N3z3jmsRodXfX191KpVC1evXlVNi4mJwePHj1GvXr0M1+ncuTP09KTD8vb2hre3d6HUSkRERETpXbp0CZcuXYK+PuDhoYPTp/O2PYUQcg/ylbXt27ejf//+uHbtGsqUKYOpU6fi999/x4ULF6Cj83+tHt6+fQszMzPs2LEDJUuWlLFiIiIiIspIbGwsvvjiC8TExKBUqVK52oZG33kFgC+//BKRkZFo3LgxjIyMYG5ujl27dqkF1w/p6OhkOo+IiIiI5JMfGU3jwysA9O3bF3379pW7DCIiIiKSGW9REhEREZHWYHglIiIiIq3B8EpEREREWoPhlYiIiIi0BsMrEREREWkNhlciIiIi0hoMr0RERESkNRheiYiIiEhrMLwSERERkdZgeCUiIiIircHwSkRERERag+GViIiIiLQGwysRERERaQ2GVyIiIiLSGgyvRERERKQ1GF6JiIiISGswvBIRERGR1mB4JSIiIiKtwfBKRERERFqD4ZWIiIiItAbDKxERERFpDYZXIiIiItIaDK9EREREpDUYXomIiIhIazC8EhEREZHWYHglIiIiIq3B8EpEREREWoPhlYiIiIi0BsMrEREREWkNhlciIiIi0hoMr0RERESkNRheiYiIiEhraHx4jY6ORvv27VG5cmW5SyEiIiIimWl0eL1+/TratGmDMmXKQAghdzlEREREJDONDq9ly5bFvn37UKtWLblLISIiIiINoCd3AVmxsrKSuwQiIiIi0iAafeeViIiIiOhDDK9EREREpDU0utlAbqxevRr6+voAgFq1asHX11fmioiIiIiKr7Nnz+LcuXMAgOTk5Dxvr8iF1+7du6NkyZJyl0FEREREAHx9fVU3E2NjY7Fz5848bY/NBoiIiIhIa2j0ndeEhAQ0a9YMkZGRiIyMRGBgINq0aYP+/fvLXRoRERERyUCjw2uJEiVw5MgRucsgIiIiIg3BZgNEREREpDUYXomIiIhIazC8EhEREZHWYHglIiIiIq3B8EpEREREWoPhlYiIiIi0BsMrEREREWkNhlciIiIi0hoMr0RERESkNRheiYiIiEhrMLwSERERkdZgeCUiIiIircHwSkRERERag+GViIiIiLQGwysRERERaQ2GVyIiIiLSGgyvRERERKQ1GF6JiIiISGswvBIRERGR1mB4JSIiIiKtwfBKRERERFqD4ZWIiIiItAbDKxERERFpDYZXIiIiItIaDK9EREREpDUYXomIiIhIazC8EhEREZHWYHglIiIiIq3B8EpEREREWoPhlYiIiIi0BsMrEREREWkNhlciIiIi0hoaHV6FEFi7di0CAgIQFBQEb29vhIaG4s2bN3KXRkREREQy0JO7gKy8e/cOAwYMwMWLF+Hk5IT4+HgEBQWhR48e2LZtm9zlEREREVEh0+g7r/r6+pg4cSKcnJwAAMbGxujUqRP27NkDIYTM1ZHczp49K3cJVIh4vYsXXu/ihdebckKjw6uhoSGGDRumNi0+Ph7ly5eHQqGQqSrSFOfOnZO7BCpEvN7FC6938cLrTTmh0eH1Y0IIbNu2DSNGjJC7FCIiIiKSgUa3ef3YggULUKlSJfTp0yfdvLRmBHFxcYVdFskkOTkZsbGxcpdBhYTXu3jh9S5eeL2Lj7SclpfmnwqhJY1HN2/ejLCwMGzduhVGRkbp5v/777+wtbWVoTIiIiIiyomnT5+iYsWKuVpXK8Lrli1b8Msvv2D79u0wNDTEvXv3UKlSJRgaGqqWUSqVeP78OUqWLMn2sEREREQaSAiB2NhY2NjYQEcnd61XNT68btmyBUuXLsW2bdtQokQJAEBoaCimTp0Ke3t7eYsjIiIiokKl0eE1MjISFStWRGpqarp5Dx8+ZHglIiIiKmY0OrwSEREREX1Iq7rKyo5169ahWrVqCAwMVL06deokd1mUj5YuXQpvb2/UrVsXISEhePr0qdwlUQGZOHEivLy81D7PQ4cOlbssykfR0dFo3749KleunG7e06dPERISgrp168Lb2xtLly6VoULKT1ldb3Nzc7XPemBgIK5duyZDlZRXQgisXbsWAQEBCAoKgre3N0JDQ/HmzRvVMnn5fGtVV1nZNXLkSHTr1k3uMqgAbN++HVOmTMG1a9dQtmxZTJ48Ga1atcL58+dz3fCbNNuCBQsQGBgodxlUAK5fv47+/fvDzc0tXbc5SqUSLVu2RJs2bTBmzBi8ePEC1atXh7W1NVq3bi1TxZQXWV1vAPDy8sKRI0cKvzDKd+/evcOAAQNw8eJFODk5IT4+HkFBQejRowe2bduW5883f9uTVpk7dy46d+6MsmXLAgAGDhyIK1eu4NChQzJXRkQ5VbZsWezbtw+1atVKN+/gwYO4du0aBgwYAAAoV64cOnXqhLlz5xZ2mZRPsrreVLTo6+tj4sSJcHJyAgAYGxujU6dO2LNnD4QQef58F8nw+ueffyIoKAh+fn7o1q0bHj16JHdJlA+SkpJw7tw5eHh4qKaZm5vDzs4OJ0+elLEyKkirV69GYGAg/Pz80L9/f0RHR8tdEuUTKysrtS4PP3Ty5EnY2dmhVKlSqmleXl44d+4ckpOTC6tEykdZXW8AiIiIwNdff4369esjODgYf/zxRyFWR/nJ0NAQw4YNU5sWHx+P8uXLQ6FQ5PnzXeTCq5WVFdzc3PDXX3/h+PHjcHR0hK+vL16+fCl3aZRH0dHRSElJgYWFhdp0CwsLREREyFQVFSR7e3v4+vri0KFDOHLkCJKTk+Hv74+kpCS5S6MCFhERkeFnPTk5mX/AFFGurq6YM2cOjh8/jtmzZ6N79+7YsGGD3GVRPhBCYNu2bRgxYgSAvH++tSa8hoaGQqFQZPpKaxPXtGlTTJ48GQYGBlAoFBg1ahSUSiXWrVsna/2UfzIahIIDUxRN3bp1w4ABA6Crqws9PT3MmjULt27dwp9//il3aVQIMvtc8/NeNP3xxx+qLjA9PT3RtWtXzJ49W96iKF8sWLAAlSpVQp8+fVTT8vL51prwunDhQsTGxmb62rt3b4br6erqomLFiggPDy/kiim/lStXDnp6enj16pXa9FevXsHKykqmqqgwmZubw8zMjJ/nYsDa2jrDz7q+vj7KlCkjU1VUmOzs7PhZLwI2b96Mv//+G2FhYapgmtfPt9aEV0NDQ5iammb6Sht9a+zYsUhISFCtJ4RAZGQkbG1t5Sqd8om+vj5q1aqFq1evqqbFxMTg8ePHqFevnoyVUUH5uFusd+/e4e3bt/w8FwP16tXDo0ePEBsbq5p25coV1KpVC/r6+jJWRgXh77//xv/+9z+1aREREfysa7ktW7Zgw4YN2LZtG4yMjHDv3j0kJibm+fOtNeE1u06cOIH169er3q9evRrv3r1Dx44dZayK8suwYcOwceNGVRvmRYsWwcPDAw0bNpS5MioI27dvx19//aV6P2PGDFSoUAHNmzeXsSoqDI0aNYK7uzsWL14MQGrzHhYWlu4hECoanjx5grlz5+L9+/cAgH///Re//PILevfuLXNllFtbtmzB0qVLsW7dOiQnJyMuLg6TJk1CREREnj/fRW6Erb1792LhwoVISEhASkoKDA0NMXPmTPj6+spdGuWTpUuXYtWqVTAyMoK5uTlWrFjBv86LqLCwMKxcuRIA8P79e5QvXx5z5syBs7OzzJVRfkhISECzZs0QGRmJR48eoXbt2mjTpg369+8PQOrEvHfv3njz5g0SEhLQs2dP9O3bV+aqKbeyut5Pnz7FjBkzcOHCBRgZGSEuLg5dunTBwIED2Ye3FoqMjETFihWRmpqabt7Dhw9hb2+fp893kQuvRERERFR08c8ZIiIiItIaDK9EREREpDUYXomIiIhIazC8EhEREZHWYHglIiIiIq3B8EpEREREWoPhlYiIiIi0BsMrEclq8uTJsLe3R2BgYL5vOzo6Gv369QMgjb4XGBgIhUKB8ePHqy2XNs/c3ByBgYGIi4vL91oAoG/fvrCyskK3bt0KZPsfOnDgAGrXrg2FQgEvLy8EBATAx8cHjRs3xtatWwt8/x9q2bIl5s6dm6dtjBgxAo8ePcqfgohIq3GQAiKS3cSJE3HkyBEcOXIk37aZkJCA+vXrY/ny5fDx8VFN19PTgxAC+/fvTzescGBgYL7WkJG04Lpu3boC3Q8APHr0CJUrV8bhw4dVfxycOXMG7dq1Q9OmTbFixYoCrwEAYmJiUKJECRgYGACQjn3ixIk5CqOPHj1Cy5Yt8ffff6Ns2bIFVCkRaQPeeSWiImn69Olwd3dXC64AUK9ePTRt2hSdOnVCZGSkTNXJp3bt2vj999/x888/Y/v27YWyTzMzM1VwzS17e3t8+eWXGD58eD5VRUTaiuGViDROcnIyxo4dizp16sDf3x/NmzfHvXv3VPNjY2PRtWtXuLm5ITg4GCtWrFB9Pf6///0PQghs2LABzZs3T7dthUKBDRs2wMjICJ06dYJSqcywhmbNmsHIyEh1h3TmzJlqX/lfuHBB9bX8qlWr0KpVK9jb22PmzJm4du0a2rVrh6pVq2LAgAHptp2UlIR+/frB398f1atXV7sLK4TA/PnzUbt2bQQGBqJx48a4fv16un2uWbMGLVu2RLly5XLcDMHHxwfe3t7YuHGjatqBAwdQr149BAQEoG7duqpgm5qaisDAQBgZGWHSpEno2LEjPDw80LhxY7x+/Vq1flhYGGrXro2goCDUq1cPP/74IwBg7Nixauftjz/+wMyZMxEZGYnAwEAEBgZi/fr1sLKyQvny5TFixAgAwM8//wxbW1t4e3urmnE0b94cW7duxbt373J0vERUxAgiIplNmDBBBAQEqN4PGzZM1K5dWyQkJAghhFi+fLmoWLGiiI2NFUII8d1334l69eqJxMREIYQQ06dPFwDE4cOHhRBCPHv2TAAQFy5cSLevtP38888/wsDAQEyaNCndvDR2dnZi7dq1qvddu3YVXbt2Vb1/+PChACCmTJkihBDi/PnzQqFQiLFjxwohhHj+/LnQ1dUV58+fV9uGubm5CA8PF0IIceXKFaGrqytOnjwphBBi8eLFwt7eXrx69UoIIcTWrVuFlZWVePfundo+hw4dqno/bdq0DM9r2rJp5+VD7dq1E66urkIIIS5fviwMDAzEuXPnVOuZmpqq1W1nZycaNmwokpOTRUpKinBxcRFz5swRQggRGxsr9PT0xPPnz1XH7ezsnOl5W7t2rbCzs1OrZ/Xq1cLGxkYkJyerpgUEBKiuuRBCvHz5UgAQp0+fzvB4iah44J1XItIoQggsXboU3333HYyMjAAA3bt3x4sXL7B9+3YolUqEhYWhW7duqq+ie/ToobaNtOYAZmZmme7H19cX8+bNw+TJk/PczrVFixYAAE9PTwghVE0VrK2tYWlpibt376otX69ePVSuXBkA4OHhgdq1a6vuvi5evBgdO3ZE6dKlAQBt2rTBu3fvsGvXLrVtdOrUCYD0dfro0aNzXLP44HGHtHbBaXWnPUC3cuVKtXU+//xz6OnpQVdXFx4eHqq74Xp6ejAzM8Py5csRGRkJa2trnD9/Pkf1dOjQAfHx8di5cycA4J9//oGrqytMTU1Vy5QqVQoAEBERkePjJaKig+GViDTKixcvEB8fD0tLS9U0PT09WFhY4PHjx3jx4gUSExNRvnx51fyPH+BJTU1V+29m+vfvjzZt2qBjx4548eJFrmtOC8l6enpq7wFAX18fiYmJast/XG/58uXx77//AgAeP36MrVu3qr5SDwwMRPny5fHq1Su1ddLCbW7dunUL1apVU+3z3r17avt8+PAh4uPj1dYxNzdX/b+RkZHquIyMjHDmzBlER0fD29sbfn5+OHbsWI7qKVGiBLp27Yply5YBAFasWIHQ0FC1ZdKaeHzquhJR0aYndwFERB8qV64cjI2NERUVpZqWkpKCly9fws7ODuXKlYOhoSH+++8/1fzo6Gi1bVhbWwMA3r59+8n9rVq1Cj4+PujSpUu6eQYGBnj//r3q/evXr/McGgHg5cuXau//++8/uLq6ApDuenbq1AljxoxRzY+NjVUF4/xw5swZXLt2DVOmTFHtMzk5GQcOHFAtk5iYqHbsWUlOToaJiQmWLFmCn376CWvXrkXLli1x79491R3m7AgNDYWrqyvOnj2LJ0+ewMPDQ21+TEwMAMDGxibb2ySiood3XolIoygUCoSGhmLNmjWq8LR69WqUK1cOrVu3ho6ODr755husW7cOSUlJAID169erbcPGxgbW1tYIDw//5P5MTU2xbds2HD9+PN28qlWr4tKlSwCAqKgonD59Oq+HBwA4cuQIHj58CAC4evUqzpw5g2+//RYA0K9fP2zatEkV1GJjY+Hn56daPq9Onz6Ntm3bok+fPmjVqhUAKTSePn1a9WCYEAK9e/fG5s2bs7XNZ8+eISQkBCkpKdDV1UVQUBBSU1PVmiZ8yMzMTPUQ1ty5c7Ft2zYAQLVq1RAQEIAvv/wywz8mwsPDYWRkBDc3txwfNxEVIbK2uCWiYm/SpEnCzs5OmJmZiTZt2gghhEhMTBSjRo0Sn332mahfv75o2rSpuH37tmqd2NhY0bVrV+Hm5iaCg4PFL7/8IgCII0eOqJYZOnSo6NWrl+r98ePHRUBAgDAzM0v3IJAQQqxfv14EBgaqTbtw4YJwdXUVdevWFQMGDBAdOnQQlpaWon///uL27dvis88+EwDEZ599JiIiIkRAQIAAIDw9PcWlS5dEu3bthKGhoXB2dhabN28Wffr0EZaWluKrr74S33zzjfDz8xOurq5qD4UplUqxYMEC4evrKwICAkT9+vXFtm3bhBAi3T4/XO9j+/fvVy3r6ekpAgIChI+Pj2jUqJHYunVrhsvXq1dP+Pv7i3r16omJEycKpVIphBCiadOmquPYu3evmDFjhrC0tBSWlpZizJgxIi4uTvTp00f4+vqKwMBAUaNGDbFq1SohhBBjxoxRLdu/f38hhBBv374VderUEb6+vqJ+/foiOjpaVceWLVtE6dKlRXx8fLoap02bJtq1a5fpMRNR8cBBCohI67x9+xZGRkaqB7aioqJgZWWFO3fuwMnJCYD0FbOfnx+2bt2qattJmu/w4cPYtWsX5s+frzY9KioKQUFB2LdvHypWrChTdUSkCdhsgIi0zs8//4ylS5eqvXdzc4ODg4NqmpmZGXbv3o0ZM2bIUSLl0KpVqwAAS5cuTfegFgBMnToVW7ZsYXAlIg4PS0Ta59SpUxg5ciR0dHSQmJgICwsLLFy4EI6OjnKXRrlkb2+PsmXLomnTppg6darc5RCRBmN4JSIiIiKtwWYDRERERKQ1GF6JiIiISGswvBIRERGR1mB4JSIiIiKtwfBKRERERFqD4ZWIiIiItAbDKxERERFpjf8H+6vNgsSx5BAAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Max mixing ratio : -4.7807354712741414\n", "Min mixing ratio : -18.970141147170185\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.clouds import plot_aerosol_number_density_fuzzy_deck, plot_clouds\n", "\n", "# Plot the aerosol number density profile\n", "plot_aerosol_number_density_fuzzy_deck(atmosphere_fuzzy_deck,log_P_top_deck_SiO2,log_n_max_SiO2,f_SiO2)\n", "\n", "# Plot the aerosol mixing ratio profile\n", "plot_clouds(planet,model_fuzzy_deck,atmosphere_fuzzy_deck)" ] }, { "cell_type": "markdown", "id": "a6365099", "metadata": {}, "source": [ "And finally, we can make a spectrum using Mie scattering!" ] }, { "cell_type": "code", "execution_count": 21, "id": "dff61a9a", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.core import compute_spectrum\n", "from POSEIDON.visuals import plot_spectra\n", "from POSEIDON.utility import plot_collection\n", "\n", "# Generate spectrum\n", "spectrum_fuzzy_deck = compute_spectrum(planet, star, model_fuzzy_deck, \n", " atmosphere_fuzzy_deck, opac_sio2, wl, #<- Make sure to use opac with SiO2 in it\n", " spectrum_type = 'transmission')\n", "# Plot spectrum\n", "spectra = plot_collection(spectrum_fuzzy_deck, wl, collection = [])\n", "\n", "fig = plot_spectra(spectra, planet, R_to_bin = 100,\n", " plt_label = 'Fuzzy Deck SiO2',\n", " save_fig = False,\n", " figure_shape = 'wide',\n", " ) " ] }, { "attachments": {}, "cell_type": "markdown", "id": "6492e26b", "metadata": {}, "source": [ "Aha! I spy an absorption feature near 8-9 ΞΌm!\n", "\n", "Let's analyse what is happening using our favourite spectral decomposition helper function. πŸ”" ] }, { "cell_type": "code", "execution_count": 24, "id": "dd385e31", "metadata": {}, "outputs": [ { "data": { "image/png": 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cb29vUlNT85R5//33mTJlCosWLcLU1JQzZ86we/du1qxZw82bN1m5ciV37txh5cqV3Lx5U3uvmFvHjh3ZuHEjM2fO5KOPPmLy5Ml8+eWXOgGSiYkJ8+bNY+zYsXTs2JFBgwZhYGDAL7/8wk8//cS8efPw9vZm/vz5KBQKRo4cSfPmzZkxYwZz5swhISFBO+Ru8ODB/PDDD3z++edYWFjw9ddfExcXh7e3t04v2Lvvvstnn33GggULyMrK0rbf398fX19ffH19OXPmDF999RUAX331FWfOnNHuywnInpRCrVary6Sm/4CcVXcnTZpU6jlI/v7+uLu789prr/HLL7/o7OvQoQPXrl3DyMiIe/fu6XRTLlu2jMjISJ2UjwAuLi4YGhoSFBTEmjVrePnll/OcMyoqCnt7e8aMGaOdOJdDrVbTunVrRo8ezaxZs3T2KRQKunXrxqFDh3S2z5o1iy+++IKFCxdqA778fPbZZxw7doyVK1fi7u4OQGhoaL5lX3311Tz/MAGWLl3KokWLuHv3rrZbNTQ0FGdnZ+bNmye9SEIIIYQolZz7uqtXr1KtWrWKbk6lMnXqVDw8PLTJIaqqxMREXFxcWL58OcnJyUyZMoWDBw+yc+dOli9fTnx8fL7TZqQHqRQWL15c6gQN7du3x9LSMk8vUVxcHHfv3mX06NFERUVx4cIFnf2+vr707NlTZ9upU6dIS0vj//7v/wDyfUIAmsXFVCoVNWrUyLNPoVDw/vvv06JFi2JfQ06wc+LEiULLvfzyy+zatQt7e/si6/ztt9/yBEc528eOHZvvOFUhhBBCCFG2tm/fTkBAAJs3b85zP/os6Nu3b54Oh8dJgPSU6enp0bVrV27dukVISIh2+6FDh+jWrRs9evQAdIfZqVQq/P398fT01Klr/fr1jBo1ip49e2Jvb8+BAwe4f/9+nnPmBB5//fUXCQkJefa/8sorDBw4sNjXkDMJLifLSUEcHR2LXWd+zp8/z7lz5wrNbPL999/TtGlTrK2tad68OX/88ccTnVMIIYQQ4r/sueee4+jRo2zZsqVED9CfJRIgVYCcIChnzhFoAqIePXrQvXt3FAqFToB05swZmjRpopPiUaVSsWnTJsaMGYNSqWTkyJFkZ2ezadOmPOdzdnamffv2hISE0KxZM7744osCh7oVx7FjxwC0uezLy+rVq2nVqhVt2rTJd//GjRu5e/cuZ8+e5d69ewwYMIBRo0bpzKcSQgghhBCiJCRAKgVvb298fHxKfXx+vUQ5AZKdnR0tWrTg8OHD2klrvr6+2mNy+Pr6Ym1tTatWrQC0Wd7Wr1+f53wKhYINGzbQpk0bwsPDmTVrFs7OzrRp04avv/46316l/KSmprJ27VpWrFhBkyZNmDRpUskvvpiysrJYv359ob1HarWaTz75BGNjYwwNDVm8eDF2dnZMmzaN7OzscmubEEIIIYSomnx8fPD29i60jARIpfAkc5AAWrRoQY0aNTh48CAAd+/eJT09HWdnZ0ATQCUmJmpTJeY3/2j9+vXaoAjAzc2Nhg0bcuLECZ2hezkaNmzI6dOn2blzJ2PGjMHS0pJz587xwQcf0KRJEwIDA/Ntq5+fnzbdtoODAwsXLuTtt9/Gz8+vXNeC2rt3LzExMYWuiNytWzedRBb6+vr07t2bO3fucPr06XJrmxBCCCGEqJpkDlIlpVAo8PLy4t69ewQFBeHr60v37t21+3P3MGVmZhIYGKizMnF6ejrbtm3TCZAARo8eDeTfi5Rz3kGDBrFu3TqioqLYsWMH7u7u3L17lzfffDPfY3Kn+Y6NjeXatWt888032kXPOnTooLNmUVGrJhfXb7/9xuDBg7G1tS2wTH5JHWrVqgXAzZs3y6QdQgghhBDiv0W/ohtQFXl7e5c6zXeOHj168Mcff+Dr68u5c+d0Fo3t1q0benp6/PPPP3Tv3p02bdqgr//oV7Vr1y5SUlLw8PDQqTNnWNn69euZM2dOoec3MDBg8ODB9OvXDxcXF06dOkVSUhLm5uYluo7yWJMoJiaGnTt3snXr1hIfK1nrhRBCCCFEQXx8fNi5c2ehZaQHqRSedIgdoB0yl7OwVe45RhYWFrRv357jx4+za9euPMPr1q1bxw8//JBnUdWoqCg6duzI5cuXdVYpDgsLw8HBId92GBgY0L59e4B8FyOrCBs2bMDGxoZ+/foVWi5npeXc7t69C6AdriiEEEIIUVX4+/szYsQIWrRogbe3N++//z4DBgwo8oYeICgoiBEjRjB16lRAs4Zm48aNuX37dpHHBgQE8NZbb/HRRx8xdepURo4cydGjR5/0cvJ16dIlhgwZUi51F4cMsavEGjZsSN26ddm3bx9mZmZ51grq0aMHGRkZrFixQid4io+P58CBAwwbNizfenMW9Mo9zE6lUnH37t18c9mr1WquXLlCnTp1sLOzK4tLe2K//fYbL7/8sk6vWX7+/fdfnR6jzMxM/v77b2rXrk27du3Ku5lCCCGEEGWqY8eOvPDCC9SuXZvFixezZMkSJkyYwEcffVTksc2bN+eFF17Qvn7vvfewsrIq1nknT57MvHnz+Oyzz1i6dCn9+/cvtzWQXFxc+P7778ul7rIiAVIF6t69O+np6Xky1MGjeUgGBgbaTHUAW7ZsoWvXrto5QI8bOXIkSqWSDRs2aNcryvHSSy9x/Phx7VC8e/fuMWnSJIKCgvjiiy/K6rKeyOXLlzl16lSh2etyxMXFMWfOHNLS0sjMzOSjjz4iKiqKJUuWoKen9xRaK4QQQohnkUqlIjU1tUy+Hr8fK6no6GjtvOu9e/fSuXNn7bIun3/+eYGjhHK7du0anTt3ZuLEifkGPomJidy5c0f7esyYMbz00ksAzJ07FwcHB3788Uc+/PBD7TpJOVauXMnMmTOZN28e06ZNIykpCYA7d+7w9ttvM3/+fCZMmMCCBQsAWLBgAe7u7trjL168yOTJk1m4cCETJkwgICAAgODgYF5//XXt9tJMvSgtmYNUCmUxBwk0w+x+++23fAMkT09PjIyM8PLy0i7IOmLECHbv3o1CocDV1ZWLFy/qHLNr1y7eeOMNAMLDw7G3t2fp0qUMHz6cLVu2sGfPHt58800ePHhARkYG+vr6uLm5ceDAAZ02vP322/z111/Aoyx27dq1Y/fu3SW6vtDQUO0/gKioKABtT9mJEydwcnLKc8xvv/1Gx44dadq0ab51vv3229p/IBMmTEBfX58WLVoQFRWFg4MDGzZs0PaiCSGEEEKURnp6Onv37i2Tuvr374+JiUmJjomIiGDu3LnExcVx7tw5vvnmG21duZeamTVrFsuWLSuyvtOnT/PWW2/xyiuv5Lt/9uzZjB07Fjc3N3r16sWgQYOoUaMGAAsXLmTlypU0b96ct99+mytXrjB8+HD8/f05ffo0+/bt065B+fnnn7Ns2TK8vb2ZPHkyr7/+OoMHDyY7O5tXX31Vpz7QjP5544032Lx5M46OjoSEhDB8+HBOnTrFb7/9Rtu2bZk0aRLx8fH8+eefJXoPC1KcOUgKdRWa1R4dHc3kyZPx9/cvMktZkyZN8gxbCwoKYvbs2UybNg2ABw8eMG3aNC5evIiZmRlqtZovvviiwAVQExISsLS0JD4+vlxTXAshhBBCiPKVc1939epVqlWrprMvNTW1wgKkTZs28euvv7Jv3z5A0xMzcOBAdu7cSd26dZk6dSoeHh7aB8IODg5ERERojz1+/DhLly4FNMvADBo0iAMHDuDr61vo9IXY2Fh8fHzYv38/hw4d4uuvv9ZO6XBwcODmzZsYGRkB4Orqym+//cbu3bs5duyY9oH4gwcPsLKywtvbm0aNGnHu3DltoJVbTpuvXLlC//79efnll7X7zpw5w+rVqzl79izTp09nwIABDB48mM6dOxf7PcyRmJiIi4sLy5cvJzk5mSlTpmBoaFjkPX2V6UEKCgpi8uTJuLq6FitTmYuLC9u3b9e+zszMxMnJSad34b333uPWrVucOHECAwMDvv/+ewYOHEhYWFiefyhCCCGEEOK/wcjIiP79+5dZXU/C0dERR0dHjh8/Tt26dQG0w/YyMzOLPN7FxYXr16+zdOlSZsyYkW+ZCxcu0KJFC0aNGsWoUaNYu3Yty5cv15nznnvtydxatGjBwoULAc3c9tzDCgs6JodarUalUrFgwQJt2ZSUFExMTOjduzfHjh1j165dzJ8/nw4dOvDZZ58Veb1locrMQbK1tcXHx4cOHToUq3zu4CjndYcOHXTGaQYGBuLp6YmBgQGgmfcTFxfH1atXC63b29tbp3tTCCGEEEI8O5RKJSYmJmXylTNVorRSU1MJCwujfv36ANSoUYP79+8DcP78+SKP79SpE0uWLGH9+vWcO3cu3zKzZs0iJSVFZ9vjc5ty5gZduXIFpVJJs2bN6NmzJ8ePHycrKwvQDF/78ccfMTc3p2PHjpw8eRJ4NJTu8U6Ohg0b4uDggJ+fn/Zax44dC8CSJUtQq9WMGTOGb7/9Vnv+J+Xj44O3t3ehZapMD9Ljw+VKauXKlbz33ns624YNG8b27dvx9vbG0tKSjRs3Ymdnh4uLS6F1LV68WIbYCSGEEEKIMuXv78/WrVsJDw/H29sbhULB7du3effdd7WdBGPGjGHKlClERkbStm1bABYtWsTQoUPZunUrkZGR7N69m9u3bxMXF8fXX3/NjBkzsLe355133mHKlCmMGjVK57zdunVjwoQJ1KlTh/T0dGJjY/nkk090yly6dIkdO3Zw+fJlVqxYgampKZ07d+b111/nnXfewdHRkbS0NObNmwfAd999xyeffMKpU6eIjY3l5ZdfRqFQaJM1LFq0iI8//phffvmFL774gv3795OQkMD8+fNRKBTY29szbdo06tWrR0REBLNnzy6T97hv3754eHiwfPnyAstUqTlIAKtXr2b+/PmEhoYW+5iwsDC6devGjRs38kTxU6dOZfXq1djZ2WFqasqGDRto1qxZvvXIHCQhhBBCiGdDYXOQhK7c85yqktLOQaoyQ+yexC+//ML48ePzBEfvvvsufn5+hISEEBwczAcffMDo0aOJiYmpoJYKIYQQQghRecydO1fn+39BlRliV1oqlYrff/+dI0eO6GxPSUlhxYoVrF69GhsbG0CzTtC8efNYvnw5H3/8cYF1ent7Y2hoCGi66Z403bcQQgghhBCV0cKFC7VJGKqy8PBwZs6ciVKpJCMjo9Cyz3yAtG/fPpo3b07t2rV1tmdlZaFSqbSBTg5DQ8Mie5BkDpIQQgghhBBVR+3atXWG2BU2B+mZGWL33XffMXr06DzbV65cyVtvvZVnu4WFBV27duW3337Tpkg8fPgw165do1+/fuXeXiGEEEIIIUTlU2V6kFJTU+nfvz+RkZFERkbi5eXFiy++yOTJkwFNIoYrV67oHHP//n3OnTtXYB77DRs28OGHH+Lu7o6pqSkpKSmsWrWqyCFz3t7eDB48WIbWCSGEEEIIUYX4+Piwc+fOQstUuSx2FelpZLHbsmULy5Yt0y6WlZSURM2aNfHy8mLmzJnlcs6ixMXFsXTpUsaNG4eTk1OZ1ft///d/rFmzhsDAQG7evFmsuv/44w9WrlxJeno6arWajIwMatSowYABA3juueeoVatWmbUvx6FDhzh37hxTp04t0XHu7u506tSJ//u//+PSpUtMnDiREydOMGvWLObPn//E7QoNDWX16tVMnToVKysr7fbIyEiaN2/Ozz//zNChQ5/4PMUxaNAggoKCuHXrFt26dQMgOTmZpKQkhg0bhre3N2ZmZvTp04fz58/TpEkTDh06VKJz/PXXX8TFxTFu3LiyvwAhhBD/OZLF7tknWeyeAWvWrOGll17iyy+/5N9//+Xff//lxIkTNG3alMWLF1dYu+Li4liwYEGJUqsXx/Tp01m6dGmxyqpUKl566SUWL17MihUr+Pfffzl8+DBHjx6lT58+TJw4kS+++KJM25fj0KFDxW5nbo0aNcLR0RGAZs2acejQoSdezyu30NBQFixYQFxcnM52Y2NjXFxctMlHnoZdu3ZpA5dDhw5x6NAhTp06xdq1a/nmm2+0+/bv31/qIax//fUXq1evLpsGCyGEEJWQv78/I0aMoEWLFqxYsQKA2NhYpkyZgoODAzNnzuTkyZO8/vrrLFiwgHfeeYcFCxagUqm0dSQmJjJ79mzefvttpk6dyquvvsqGDRsq6pKqpCozxO6/YNOmTbRo0QJ3d3ftNgMDAxYtWsSBAwcqsGUVb8mSJWzatIkrV67QoEED7XZ9fX0mT57M6dOnK7B1+fv9998r5LxWVlYcO3asQs79uHbt2tGrVy+2bdtGcnIyZmZmFd0kIYQQotLq2LEjL7zwAr/++isTJ04EwNramhkzZrB582bmzZvHDz/8wLhx4+jSpQsA/fv3Z/PmzYwcOZLMzExGjhzJ+PHjGT58OABpaWmMGzeOuLg43nnnnQq7tqpEepBKwdvbGx8fnzKv18rKiitXrhASEqKz3dTUlMDAQO3rPn36YG9vT7du3ViwYAG9e/fGxcWFjh074u/vr3Ps9evXGTp0KG3atMHLywsvLy/+/fdfnTJRUVG89tpruLq60q1bN9q3b8+0adOIiIjg77//1q62PHXqVLy8vBg1ahTx8fF4eXlhZWXFq6++yieffMKAAQOoWbMmrVu3BmDdunV07tyZ7t2707lzZ/r27cv58+dL/L6oVCq+/vprunbtqhMc5TZ37lxefvll7evk5GSmTp2Kq6sr7u7utGrViu+//167f9OmTbi7u6NQKLQ9d56enjRp0oQdO3Zoy73//vusXr1aO+/Ny8uL1atX6xy/du1aXn75Zby8vNDX12fp0qX0798fe3t7vLy88rQ1LS2Nd999l549e1K3bl1eeOEFIiMjAdi9e7e23pwhaP/++2+ebb///rt2yN+oUaPw8vJi6tSpXL16FS8vL4yNjfMM4/vjjz/o0KEDbm5uuLq6Mm7cOO7fvw+Q5/e5aNEi+vbtS8OGDZk4cSLZ2dkl+ZXpyEmlWVgdISEhvPDCC7Ro0YL27dvTuXNnnYcCY8eOZd++fZw7d077e9i3b1+p2ySEEEIUJhuIVirL5Kv0/4Pmb/r06drgCKBu3bra+4jt27eTmJioDY5AM7Lk/fff5//+7/9ITU0t49ZUPT4+Pnh7exdaRnqQSqG80nxPmjSJbdu20bx5c1588UWGDBlCz549sba21im3f/9+xo0bx9q1axkzZgx///03AO+99x59+vQhODiYGjVqcO/ePTw9PXnttdf4888/Ac0NeM+ePTlx4gTt27cnLS0NLy8vnJycOHv2LIaGhkRERNC+fXu6devG888/T6NGjXB2dmbp0qU6N/yHDh3Cy8uL7du389dffzFnzhxu3rzJK6+8Amhu4idNmqTNLvjzzz/Tr18/rly5UqL37+rVq9y/f58WLVoUWMbZ2RlnZ2ft6yFDhhAfH8/x48exsLDg8uXLuLu7ExUVxYIFCxg5ciQdO3bE2dmZtWvXsn37dkxMTPjyyy959dVXCQ8Px9TUlCVLllCtWjVWr16dZ85MzvE///wzO3bswNLSkk8//RQjIyP27t3LuHHj8h2WuHLlSg4cOEDr1q1JTk6mV69eDBs2DD8/PwYOHIirq6vOtXTr1o2NGzfqbHv55ZepU6cO3bt3Z+PGjTrztw4dOpRnPteaNWt47bXXOHjwIF26dCEjI4Nhw4bRrVs3Tp8+jaWlpfb3uWPHDv7++28+/vhj7ty5Q/369encuTNjxowp3i8sl+3bt3PgwAFeffXVAn/n9+/fx9PTkyFDhrBlyxYUCgXr16+nb9+++Pj40KtXL9atW6d9P0s6d0kIIYQoqVilkpceu/8qrbWxsdjmGgJXHGFhYbz99tva1ykpKdqflUqlzvYLFy5o1+88c+YMjRs3zlOfi4sLycnJXLt2jVatWpX0Ep4pffv2xcPD47+R5vtZ0KlTJ86cOcOoUaPYvn07w4cPp0aNGgwZMoQLFy7kKV+jRg2dFOZz584lISGB7777DoDly5cTExPDnDlztGUGDhxI48aN+frrrwFNJr9Lly7x8ccfa9eEcnBw4NNPP6VOnTrFaneLFi20gZOzs7N2Ud4VK1YwYsQIbblXXnmFu3fv5unlKkrOulTFnUB58OBBfH19mTFjhvamvGnTpowdO5Yvv/ySxMREnfJjxozBxMQE0PTOxcXFERwcXOz2vfLKK1haWgIwe/bsIruve/fure1lMzMzY8aMGRw/fpx//vmn2OcsqY8//phevXppnzgZGhoyd+5crly5wrp163TKtmrVivbt2wPg6OhIs2bNOHXqVLHPldPD06FDB77//nt+/PFHfv755wLLL1++nMjISBYsWKBNTjJmzBhcXFyYN29eSS9VCCGEqPLq1q3Ljz/+qP369NNP85RRq9XMnj2befPmaec8q9Vq7f+lueW3TRRMepAqmaZNm7Jq1Sr+97//cezYMbZu3cqqVav4559/CAoK0ulFcHZ21vnA29raYmNjox3GFhAQgFKpZODAgTrnUKlU2iAhICAAgCZNmuiUGT9+fLHbXFD2uYSEBF599VVCQkJ0FuSNiIgodt0A1atXBzQZ/YqjoGtq2rQpaWlpBAUF4eHhod2eOxDMCXQeT3xQmJJm9qtfv77O65wnPefPn6dnz54lqqs4oqKiCAsLy5PRrmnTpoDm/XrzzTe12x8PjC0tLUv0fpS0hycgIABLS8s8CSyaNm3Krl27SlSXEEIIURasVSrWxsaWWV1lTa1WM2fOHHr37q2z7Ezbtm11phTkuHr1Kqampvn2Lom8JEAqhfJaByk6Ohpzc3OMjY0xMDDQPokfM2YMnTp1YseOHUyZMqXIenIHTUZGRoXesJZFlnc9Pb082+7cuUPXrl0ZPHgwBw8exMjISNu2kp6zcePG1KhRo9jzlwqqv6Dtuduf896VpI35XX9p5Jw7v6c8WVlZpa63pO/349dTmt9ZSZT09yWEEEKUNz0o8bC4pyU7Oxtvb2/69OmjfbD68ccfs2jRIp577jl++eUX/vzzT+2D0YyMDJYuXcoHH3ygHTHzX1acdZBkiF0pLF68uFwWiZ0xYwZbt27Ns71Zs2aA7phTgJs3b+rcREZHRxMTE6Odq9OhQwcSExMJCwvTOW7btm3acZcdOnQANE8Wcvvzzz+1Q+UeP29SUlKRk/ZPnjxJYmIiI0eO1AZHOZP1S0qpVDJr1iwOHz6cJ4FFjk6dOvH6668Dj67p8YWDr1y5grGxcaFzmQo6f47cvW+l9fg15Lz3Oe3K6cVKSEjQlnn8d/h4u3LK5xdU1KhRg3r16uV5Py5fvgw8er8qSocOHYiPj9dOMM1x5coVnbblvt6srCySk5OfWhuFEEKIp8Hf35+tW7cSHh6uk+Y7Z2rEggUL+P777/njjz+YPn06rVq1olWrVtp7E0NDQ7Zu3cr58+eZOXMmH330EVOnTmXUqFFMmDChwq6rMunbt2+Ry+dIgFTJfPXVVzpD0DIzM/n000+xsLDIM0QqISGBlStXal8vXLgQCwsL3n33XUCT9MHe3p6PPvpI2wNx+/ZtZs6cqZ0DM3r0aJo1a8ann35KZmYmoLmBf/fdd7G1tQXAzs4OPT09oqOjAU3q5mvXrhV6Ha6urujp6bFnzx7ttifJwT916lTGjRvHsGHDuHHjhnZ7amoq77//Pvfv32fRokUAdO/enZ49e/L1119rg4zLly+zbt06Zs6cibm5eYnOXatWLWJjY1GpVPj7+9OrV69SXwdoEmXk9IYlJyezZMkSPDw8tE+BrKysaNiwoXZOUnZ2Nr/++mu+7QJNYJyenk7dunV1JnHmtnDhQg4cOMDhw4cBzedq4cKFNGnShLFjxz7R9TypnM/pvHnztAHe+vXruXr1qk4mvlq1amk/g5s3b+a1116riOYKIYQQ5aZjx4788ccfXLhwQSfN97fffktERARffvklU6ZM4ebNmwQGBmq/cq/XaGZmxrx58/jyyy/57LPPWLFiBYMGDaqgK6qaFGoZx1JsOavuTpo0qVyG2B09epTff/+dU6dOUa1aNbKysoiLi6Np06bMmzdPp+cjJ6PX0KFD2bt3Lzdv3sTS0pJly5bprKMUEhLCzJkzuXDhAg4ODgB8+OGHOot1RkVFaRceywmK5s6dqzMfZvHixfz222/Y2NjQrl07vv32W3r27Mm5c+cwNjamSZMmLFmyhHbt2mmP2bRpEwsWLECpVNKwYUM6dOjAnDlzcHFxYdy4cRgaGrJmzRoCAwPp2LEj06ZNY+TIkYW+R1u3buXHH38kLS0NPT09UlJS8PLyYsaMGdSoUUNbLjk5mdmzZ7N//36qVatGamoqb7zxBu+99x6gCVIWLVqEv78/rVq1YubMmdSuXZsPP/xQuy0nKIuLi2Po0KEkJiaiUChYtGgR2dnZOsc3atSIzZs3a8/fv39/zp49S1paGq1bt+bbb79lypQpnDhxgnfeeYeEhARCQkK4fv06HTp0YMWKFTpzcI4ePcrEiRMxNjbG0dGRV155haFDh9KqVSvGjx+vHWo5adIkDh48iLm5OUOHDmXYsGFMmDCBEydOYG9vT/fu3bXB1aZNm/jqq69QKpUkJyfTvn17vvzyS2rWrEl2drbO77NPnz6sWbOG/v37c/z4cYyNjfHy8mLjxo35/l4GDRpEUFAQt27dolu3bjRr1kz75Cu3Pn36cP78ee37sn37diwtLblx4wYzZ87k6tWrGBkZadOU9+7dW3tsaGgoL774IoaGhmRnZ7NixQqdz5sQQghREjn3dVevXi12IihRtSQmJuLi4sLy5ctJTk5mypQpHDx4kJ07d7J8+XLi4+PzzbIrAVIJ5PxDKujNfJok5bEQQgghROlJgPTsyy9AMjQ0LPKeXobYCSGEEEIIIcRDEiBVQX369GHfvn2cO3cOLy8v4uPjK7pJQgghhBBCPBMkzXcplFea7+Lav39/hZxXCCGEEEKIqqw4ab4lQCqFxYsXV/gcJCGEEEIIIUTJ9O3bFw8PD+2SN/mRIXZCCCGEEEII8ZD0IJVCRQ+xE0IIIYQQz66///6bzZs3Y2NjQ2JiIvHx8Xh7ewMwa9YsduzYoS3r6+vL+vXrMTMzIyMjAwMDAz788ENq164NaNYW/Pfff3FwcODGjRsMGjSIESNGVMh1VQYyxK6cyBA7IYQQQghRHtLT03n//fc5ceIEpqamACxatIiQkBD69+/P999/ry27d+9eli5dyubNm7X3pkeOHGHo0KH4+PhgbW3N3r17WbFiBdWqVSM2NpZ27drh5uaGk5NTRVxehZMhdkIIIYQQQpSUOhtlRnSZfKHOLtGp09PTSUpK4t69e9pt77//Pj169GDBggW4u7trty9atIh33nlH58F9ly5dqF+/PqtXrwbgt99+067zZG1tjZmZGffv33+CN+fZJz1IQgghhBBC5KLMjMX6/EtlUldsy7WoDG2LXd7CwoJJkybRu3dvunXrRs+ePRk4cCCWlpYsXLiQlStXAvDgwQNCQ0Np3LhxnjpcXFw4e/as5lqUj/pDzp8/j729Pe3bt3/Cq3q2SQ9SKXh7e+Pj41PRzRBCCCGEEM+g999/n6NHj9KlSxe2b9+Om5sbx44dy7esQqEoVp3x8fEsXryYn3/+WSdo+q/x8fHRzucqiPQglYLMQRJCCCGEeHapDKyJbbm2zOoqqQsXLtCiRQvGjRvHuHHj+Oyzz/jpp5/w9PTUlqlevTp169bl2rVrNG3aVOf4a9eu4ebmpn0dFxfH9OnT+eSTT/6zc49yyBwkIYQQQgghSkqhh8rQtky+UOiV+PRTp05FpVLpbHNwcMhTbs6cOfzvf/8jKSlJu+3EiRPcvHmTcePGAZqheNOnT2fevHk0bNiQU6dOsX379hK36b9EepBKQdJ8CyGEEEKI8tK2bVveeOMN7O3tSUlJISMjg08++YQFCxYAmuQMH3/8MYMGDcLa2pqZM2diaWmJWq1GrVaze/durK01PVcTJ07k7NmzDBkyBIDMzEzmzZtXYddW0YqT5luhVqvVT6k9VV5CQgKWlpbEx8fLEDshhBBCiCos577u6tWr2ixv4tmSmJiIi4sLy5cvJzk5mSlTpmBoaFjkPX2V6kGKjo5m8uTJ+Pv7c/PmzULLNmnSBHt7e51tQUFBzJ49m2nTpmm3nTp1ijlz5pCUlERKSgo1atRg3bp12NoWP9uIEEIIIYQQ4tlQZQKkoKAgJk+ejKurK8Xp9HJxcdEZX5mZmYmTkxMjR47Ubrt8+TIjRoxgz549NG3aFJVKxYgRI0hJSSmXaxBCCCGEEEJUblUmSYOtrS0+Pj506NChWOUfn3y2fft2OnTooDPBbf78+YwePVqb+UOpVLJlyxbq1q1baN2S5lsIIYQQQoiqpzhpvqtMgGRvb4+RkVGpj1+5ciVvvfWW9rVarWbfvn1Uq1aNESNG0KlTJ5577jnOnTtXZF2LFy+WBA1CCCGEEEJUMX379mXx4sWFlqkyQ+yeRFhYGFevXqVfv37abdHR0SQkJPD1119z+PBhXF1d+eWXX/D09OTKlSvUqVOnAlsshBBCCCGehsTExIpugignpf3d/icCpF9++YXx48frrBqcnp4OwODBg3F1dQXg9ddfZ/78+fz666/MnTu3QtoqhBBCCCHKn6GhIfb29rRv376imyLKkbW1Nfr6JQt5nvkASaVS8fvvv3PkyBGd7dbW1igUijyLbjk6OnLr1q1C6/T29sbQ0BDQdNPJcDshhBBCiKrF2NiYmzdvkpSUxA8//ICVlRV6eiVf1FVUbvr6+iiVSsLDw5k5cyZKpZKMjIzCj3lKbasw+/bto3nz5tSuXVtnu5mZGc2aNSMyMlJne1RUVJHD6xYvXizrIAkhhBBCVHHGxsYYGBhQu3ZtHjx4UNHNEeWoZcuWvPrqq+jp6ZGQkMDy5csLLPvMBEjfffcdfn5+bNiwQWf748kZcps2bRozZ84kPDyc2rVrs3//fu7evcurr776NJoshBBCCCEqmJ6eHq+++irZ2dkV3RRRjvT09IrdQ1hlAqTU1FT69+9PZGQkkZGReHl58eKLLzJ58mRAk4jhypUrOsfcv3+fc+fO0b9//3zrfP3114mNjaVPnz7Y2Nigr6/PgQMHcHZ2LrQt3t7eDB48WIbWCSGEEEI8A0py8yyqNh8fH3bu3FloGYW6OKuuCgASEhKwtLQkPj5ehtgJIYQQQghRBRV1T19l1kESQgghhBBCiPImAZIQQgghhBBCPCQBUil4e3vj4+NT0c0QQgghhBBClICPjw/e3t6FlpE5SCUgc5CEEEIIIYSo2mQOkhBCCCGEEEIUkwRIpSBD7IQQQgghhKh6ZIhdGZMhdkIIIYQQQlRtMsROCCGEEEIIIYpJAiQhhBBCCCGEeEgCpFKQOUhCCCGEEEJUPTIHqYzJHCQhhBBCCCGqNpmDJIQQQgghhBDFJAGSEEIIIYQQQjwkAVIpyBwkIYQQQgghqh6Zg1TGZA6SEEIIIYQQVZvMQRJCCCGEEEKIYpIAqRRkiJ0QQgghhBBVjwyxK2MyxE4IIYQQQoiqTYbYCSGEEEIIIUQx6Re34PHjxzl27BhNmjRh0KBBAISGhnLixAnq1KmDp6dnuTVSCCGEEEIIIZ6GYvUgLV++nDFjxnDy5Ek+++wzPD09iY6OxsnJCTc3N7p27Vre7axUZA6SEEIIIYQQVU+ZzUF69dVX+emnnzAyMgLg3LlzfPnllyxduhS1Wk2tWrVQqVRl0+pKTOYgCSGEEEIIUbWVyRykli1baoMjgNatW7Nq1Sp++OEHbt26hUKhKLsWCyGEEEIIIUQFKVaA5OjoyLfffkudOnU4f/48AMbGxsybN4+zZ8/+5wIkGWInhBBCCCFE1VOmab5DQkK4cOECAwYMwMDAQGffsWPH/hNJGmSInRBCCCGEEFVbmaX5rl+/Ps8991ye4Ah4asFRdHQ0o0aNwtnZuciyTZo0wcvLS+fL1taWb775Jt/yI0eOxMnJqVjtiI+PL0mzhRBCCCGEEFVEsdN8FyYzM5ObN28SGxuLkZERNWrUoGbNmujp6ZVF9QAEBQUxefJkXF1dKU6nl4uLC9u3b9dpo5OTEyNHjsxT1tfXl/3792NpaVmstrz44osMGDCA4cOH06xZs+JfhBBCCCGEEKJSK/VCseHh4SxcuJB27dphZmZGy5YtGTp0KH369MHJyQkzMzM6derEV199RUJCwhM31NbWFh8fHzp06FCs8rmDo5zXHTp0wMHBQWd7ZmYms2bN4oMPPih2W27evMm6det45ZVXGDduHHv27CEjI6PYxwshhBBCCCGevuLMQSpxgJSWlsbUqVN5/vnnUSqVfPPNN8TExJCWlkZERAT3798nIyODiIgIPv74Y2JjY+nWrRtLliwhOzu71Bdjb2+vk0mvpFauXMlbb72VZ/s333zD8OHD8wROBRnQGhaNUNLaWTPUMCgoiLlz5zJw4ECWL19OZGRkqdsohBBCCCGEKD99+/Zl8eLFhZYpdpIGgIiICN5++23eeustBg0aVOyGZGVlsXbtWnbv3s2qVauoVq1asY993OrVq5k/fz6hoaHFPiYsLIxu3bpx48YNlMpHMWF4eDjPP/88fn5+rFu3rsh6ExIS2OVtSev6JoCCmzHG/H3VmhO3LMhSaepVKpV07dqVYcOG4e7urnM+IYQQQgghylpgYCBHjx4lOzubfv360bhx44puUqVWVJKGEs1BWrp0KWvWrMHKyqpEjdDX12fcuHH06NGDZcuWMXv27BId/6R++eUXxo8fnydYmT59Op999lm+iScKsvYoKPVVNKmVTe1qGbzeMZkx7Qz597oV/wRbEZ1syKFDhzh06BA1a9bkueeeY/DgwdSqVausL0sIIYQQQvzHrVmzhmXLlum8/vTTT+nbt28Ftqry8fHx0S7TU9TUmBL1IFUGJe1BUqlUNGzYkCNHjlC7dm3tdl9fX3788Uf++OOPYtebE222bt2ahnYZ9Goci7tTAgZKzVuoBs6Fm/PPNWsu3DVDjWZ9KIVCgbu7O88//zxdu3YtUUAmhBBCCCFEfiIiInjhhRfIzMzU2W5gYMC2bdvkAX0ByrQHqSrat28fzZs31wmOAPbu3UtoaCheXl4AREZGEhkZiZeXF+3atWPJkiWF1nszxoSfT5iw4WwNutWPp2fjWGzNMmlTO4k2tZOITdXn3+tWHA6xJDrZkOPHj3P8+HGsrKwYOHAgzz33HPXr1y+vyxZCCCGEEM+4ffv25QmOQJOE7KeffmLevHkV0Kqq75npQfruu+/w8/Njw4YNOtuHDRvGa6+9VuScqZL0IAUEBLBnzx727t2r7aJToKZ17SR6No6lRa3kh31Hml6li5FmHLpuxZk75tq5SgDNmjVj4MCB9OnTB2tr6+K+BUIIIYQQQvDKK69w6dKlAvf/8ccf8kA+H0X1IFWZACk1NZX+/fsTGRlJaGgo7u7uvPjii0yePBmADz74gAMHDnD27FntMffv38fd3Z3g4OBC12QaNGgQ169f19Y7efJkXnzxxTzlct7MSZMmMXjwYDw8PNixYwebN28mPDxcW666aSZdGsTRtX48tmaPovrEdD2O3bTk3xtWhMc/ysinp6dHp06dGDBgAF27dn2ibH1CCCGEEOLZd//+fQYMGFBomZ49e/LFF188pRZVDT4+PuzcuZPly5dX/QCpMigo2lSpVBw/fpzNmzfj5+eHSqUCNL1KzexT8GoYR/s6iegpHr3VIQ+MOXrTkhO3LEhKfzTS0czMjF69ejFw4EBat24tWfCEEEIIIYRWbGwsd+7c4dSpU6xYsaLQsnp6evzzzz+Ym5s/pdZVDRXSg5Sdnc2lS5do0aIFp0+fpl27dmV9igpR1JsJmmh+586dbN++nYiICO32akZZdHJOwKtBHLUt07XbVWoIjDDn2E3LPEPwatWqRf/+/RkwYABOTk7ldl1CCCGEEKJyU6lU/Pjjj6xevVr7ML44vvvuOzw8PMqxZVVPhQVIY8eOZenSpXh7e7Nq1aqyPkWFKE6AlEOlUhEQEMBff/3FwYMHc02gU9PANo3OzvG410vAzPDR4rmpWUpO3rLg6E1Lrt030WbBA2jcuDG9e/emT58+eRJOCCGEEEKIZ9vevXv5+OOPS3zcm2++yYQJE8qhRVXXUw+QgoKCOHnyJElJSWzYsIE33ngDPT09xo0bV5anqRCPz0Eqbn75uLg49uzZw19//UVISIh2u55STSuHJDyd42lTOwl95aNfxYMUA/xuWnDspiURCbpzkpo1a0bv3r3p3bs39vb2ZXNxQgghhBCi0ioqIUNB3NzcihyK919SIXOQoqOjCQsL48aNG/z555+8/vrrWFtb07Zt27I8TYUoSQ9SftRqNUFBQezevZv9+/eTkJCg3WdqkI1bvQQ8nRNwsUvROS4szogToRacuGVBdLKhzr6WLVvSu3dvevXqhZ2dXekuTAghhBBCVDoqlYrt27dz8OBB/Pz8SlWHiYkJhw4dKjRh2X9NhQyxS09PZ/To0axfv57Ro0fz559/lvUpKsSTBki5ZWZm4ufnx+7duzly5IhODntbsww8nRPwdI7HvpruSr8hD4w5ccuCk2EWxKQ8WnBWoVDQpk0bevfuTffu3bG1tX2i9gkhhBBCiIqTnJzMtGnTOHPmzBPXtXbtWpo0aVIGrXo2VFia7/j4eCwtLYmLi8PKyqo8TvHUlXaIXXHqPXDgAHv27OHcuXO59qhxtkmjY70EOtZLpLqp7kJgwdEmnAjVBEvxaY8y4SkUClq0aEH37t3p3r07jo6OZdJOIYQQQghR/hISEnj33Xe5ePFisY+xM88gK1tBbKpBnn0zZ85kxIgRZdnEKkvSfJexsuxBKkhERAR79uxhz549hIWFabcrUNPANpWO9RLpWC8BK+Ms7T41cPW+KSduWRBwuxoJuYIl0CR48PLyokePHjRo0ACFQoEQQgghhKh81Go1M2bM4N9//y32MS941ebdTiFcvnaLD3fVz3Mv2KdPHxYvXlzWTa2yyq0HKSYmBhsbmwL3HzlyhC5dupSm6krraQRIOdRqNZcuXcLHx4cDBw5w//597T4FahrXSMW9XgJudROoZvQoE54auBZlSsDtagTcrsaDZN2nCHXq1NH2LLm6uso6S0IIIYQQDyUkJGBubq69PwoLC+PQoUOkpaXh4eFBixYtyr0NZ86c4a233ip2+W8WvE1nwzWQlcLVq1fZf8WSNQG6Sbxq1qzJ7t27y7qpVVaZB0gpKSl0796dgIAAPD092b59O9bW1nnK+fn5ERAQwHvvvVf61lcyTzNAyk2lUnH+/Hn279/PP//8w4MHD7T7lAo1TWum4F4vgfZ1EnXShgOExhoTEKYJlh7PhmdnZ0f37t3x8vKibdu26OvrPm0QQgghhPgv8Pf359NPPyUiIgJLS0vGjh1Lo0aNmDVrFunpj9avfO+993jllVfKtS0zZ87E19e3WGW7de3CkuduQGoE6BlzK+QaiUnJfLizAfeSdBN77d69m5o1a5ZHk6ucMg+QZs+ezc6dO3FxccHX15euXbsWmITh66+/ZsaMGaVreSVUXnOQSkKlUnH27FltsBQXF6fdp1SoaVIjhfZ1EmlXJxFrkyydYyMTDTn1MFi6GWMMudZZMjc3p1OnTnTt2pVOnTo91QBQCCGEEKKi3Lp1i+HDhxdr8VWlUsnOnTuLFWhkZGRw8+ZN7O3tsbS0LFZbIiMjGTJkSLEXgp07eRBD7HdpXnhu5Oafw0mNvsaJWxasOKa7bubixYvp06dPsep9lpXLHKQuXbqwb98+zMzMiI6OZuTIkfz444/4+vryww8/kJ6ejoWFBUZGRsTFxXH+/Pkyu6CKVlE9SAXJzs4mICCA/fv3c/DgQZ204QrU1K+eRvu6ibSvk0hNc91seDEp+tpheNeiTFGpHwVLSqWStm3b0rVrV7p27SpJHoQQQgjxzFq4cCE7duwodvnp06czZsyYQsvs2bOHxYsXk5aWhlKpZNCgQXh7exc5Wue7777jt99+K3Zb/lrcCUeVH1i1AvdfuOy7FPW52WSpFLyzpTHpWY+mUowcOZIPPvig2HU/y8q8B2nEiBH88ccf2tchISGMHz+eiIgI2rZtS2BgINeuXUOpVPLTTz/x2muvPflVVBKVLUDKLSsri9OnT+Pr68uhQ4d0huGBmtqWGXSoqxmGV9cqXefY5Aw9zkWYc/aOOecjzEjL0s2TX79+fW2w1Lx5c5m3JIQQQohnglqtpkOHDiU6pnbt2mzfvh2AtLQ04uLiqFmzpjYJ1tWrVxk7dmye415//XXeeeedPNtjY2P53//+x61btzh16lSx26GnVOC32Aq9rFhoMh2cxpCcEE3Iz07oKdR8868jZ8Oracs3adKEtWvXluhan1VF3dOXeNKJmZmZzuv69euTmZnJ2bNnMTc3BzQpvvX19fOUfVZ4e3tX2BC7gujr69OxY0c6duzIhx9+SFBQEL6+vvj6+hIREUF4vBHhF+z464IdduYZtK+j6VlqaJuKmWE2nk7xeDrFk61WcPmeKWfumHM2XJPkISQkhJCQEFavXo21tTVdunSha9eudOzYERMTk4q+dCGEEEKIUrl+/XqJj4mMjEStVrNixQo2bdpESkoKFhYWzJ8/n65du7Jp06Z8j9u5cyeNGzdm165dZGVl4eHhQe/evRkzZgyxsbElbsfLg1uilxWoeWHfCwAzC1vupjvgaBxOS4dknQDp2rVrpKSkYGpqWuJzPUtyhtgVpsQ9SK+++mqerr9Fixbx8ccfl7yFVUxl7kEqiFqtJjg4mIMHD+Lr68uNGzd09lsYZ9HaIYm2jok0r5WMoZ7ux+F2nBFn7lTjzB1zQmOMUeeat2RoaEiHDh3o1q0bnp6eMvFPCCGEEFXKmjVrWLZsWYmPmzJlCt9++22e7b///jsvv/xyWTStUI6Ojqz+sDlW8fvAqiW4r9Lu2/HdaBpm7iA62YDp2xuQe875Dz/8UOIes2dRmfcgbdmyBX19ffr370+vXr2wsrLCyMio6ANFhVAoFDRu3JjGjRszYcIEbbpKX19fgoKCSEjT53CIFYdDrDDQU9GsZgptHRNp45iElXEWdazSqWOVznPNo4lL0+fcHXPOhJtzMdKMjIwMjh07xrFjxwBo0KABnp6edO7cmZYtW0pWPCGEEEJUaidOnCjVcfkFR0CJ5g+VxO+//05qairnzp3DxsaGfn37YHziBc3Omj11ylZz7gvXdmBrlomDRYZOFuPAwEAJkIqhxD1IVlZW1KxZk+DgYPT09HBzc8PExIQPPvgADw8PnShs5syZfPnll2Xe6IpSFXuQChMVFcWRI0c4fPgwJ0+eJCPjUSIHBWqcbNJo65hEG8e885YysxUERZpx5k41zoWbE//YgmRmZmZ07NiRzp074+HhgZ2d3VO5JiGEEEKI4khNTaVHjx5kZmZWdFMKZWRkxL///qv74Dk2EPxf1/zcbReYPFr3KCI8nOBfXLEzz2TD2RrsvVxdu8/Dw4PvvvvuaTW90irzHqQBAwawfv16wsPDOXjwIIcOHeLgwYP0798fpVKJq6srnTt3plOnThw+fLhMLqKyqYxzkErDzs6OYcOGMWzYMFJTU/H39+fw4cMcOXKE2NhYbsaYcDPGhK3n7ahulkmb2om0dUyiac0UDPTUtKmdRJvaSYBmvaXAcHMCI8y4EW1CcnKydg4UgIuLC56ennh6etK8eXP09PQKa5oQQgghRLk6c+ZMpQ+OAFxdXfOOyon8R/PdsrlOcARQy8GBvfE1sTO/Q8tayToB0vnz51GpVP/phFvlMgcpICCA9u3b59keFhamzaB26NAhwsLCUCgUZGdn51NL1fSs9SAVRKVSERQUxOHDhzl8+DAhISE6+431s2npkEwbxyRaOyTlWZw2OUOPC3fNCIzQZMVLTNf9R21hYYG7uzuenp54eHhgY2NT7tckhBBCCJHb8uXL+fXXXyu6GUV69dVXeffddx9tUKvg0CBIvw8uU8A575ynHxa+RDfzP8lWK3h7s266740bN9KwYcOn0fRKq8zTfBfX9evXGTJkCJcuXSqP6ivEfyVAetydO3e0wdKZM2d0Fi9TKtTUr55K69pJtHJIpp51ms6xaiDkgQmBEWYEhudN9KBQKGjatCmdOnXCw8NDepeEEEII8VS8++67HD9+vKKbUaSvv/4aLy+vRxtiz4P/w2V0uu4AU4c8x2xcv5qmEZMxUKpZetiRM3ceZbP76KOPeOGFF8q51ZVbmQ+xK66GDRvSqlWr8qq+Qj0rQ+yKy9HRkTFjxjBmzBgSEhI4fvw4//77L35+fiQlJXE92pTr0aZsCQRL4yxaOSTRqnYSzWslY6KvokH1VBpUT2VYi2gS0vQ4f9ecwAhzgu6akZyhx6VLl7h06RIrV67E3NwcNzc33N3d8fDwoFatWhV9+UIIIYR4xqjVaq5cuVLRzSiWli1b6m6IPKD5btEs3+AIoGVrNy6cNaVFrWRaOSTpBEiBgYH/6QCpXIbYlURwcDCNGjUqr+qfuv9qD1JBsrKyCAwM1GayezyFuJ5CTUO7VFo7JNHKIQnHxxI9qIHr0SYEhptz/q4Ztx7rXQKoW7cuHh4eeHh40K5dO1l3SQghhPiPun//PkePHtUuM/Iky4vcv3+fAQMGlGHryoeDgwM7dux4tEGVDYcGQMYDcJkKzi/le1xWVhaL3nBlZMs7xKToM/WvhuSk+85T539QhfUgAc9UcCTy0tfXp127drRr14733nuPyMhI/Pz8OHr0KKdOnSI1NZWr9025et+UTedqYGOaSUsHzVC85vbJGOmraGSbSiPbVF5sFUViuh4XI804H2HGhbuazHhhYWGEhYWxadMmDAwMaN26NR4eHri7u9OoUSPtqtVCCCGEeHYdOXKEDz/8UJtx19TUlMWLF9O5c+dS1VdVeo/ypOR+4K8JjlBCrX4FHqevr0+6RXvgDjamWdS2zCA8XpPuOyIigujoaGxtbcuv4VVciXqQxowZQ7NmzRgzZgz169cvz3ZVStKDVHwZGRmcO3eOo0ePcuzYMW7duqWzX1+pwqVGKq0ckmhRK5nalul56rgdZ8T5u5qheFfvm5Cl0s24Ur16de1QvI4dO2JtbV2u1ySEEEKIpy89PZ1evXqRmpqqs93GxoZdu3ZhaGhY4jp/+uknfvrpp7JqYrlQKpVs3bqVOnXqPNoYOBvu+oCtB7QvPF33ihUraBo9m5rmGWw6V4Pdlx5ls/v888/p1atXeTW90ivTJA1qtZp///2XdevWER4ezsCBAxk5cuR/JgLNeTMnTZr0n5qDVBbCw8O1Q/FOnTqls+YSgLVJJi1qJdPiYe/S45nxMrIVXL5nRtBdM87fNeNugiE8NhyvSZMm2uF4LVq0wMDAoLwvSwghhBDl7MiRI0ybNi3ffd988w1dunQpcZ3Tpk3jyJEjT9q0cuPk5MSsWbN0M0dnJYNvH1ClQ8tF4NC/0DqOHTvGyd9G0bdJDNejTVi430m7r02bNvz000//yZE4OXOQli9fXvZZ7DIyMti1axebNm0iKyuLF198keeff77c54hER0czefJk/P39uXnzZqFlmzRpgr29bm74oKAgZs+ezbRp01Cr1axevZrVq1ejp6dHbGwsHTt25PPPP8fKyipPfQkJCdjY2BAQEECrVq3+kx+qspCens7p06e1AdOdO3d09itQU796Gi0ckmhZK5kGtqk8/k4/SDHgQoQmWLoUaUZKpm7mOxMTE9q2bUvHjh1xc3OjQYMG8vsSQgghqqAvv/ySP/74I999nTp1YtmyZSWus3///kRFRT1p08qcqakpf//9N0ZGRnl33v4LLn4CeqbQ3Qf0C7/nTkhIYOJoD7x7hgLw3p8NiUt99PB4+fLldOzYsQxbX3WU2xwkQ0ND7SKj8fHxbN68meHDh1O9enVGjx5Nnz59ynwRqqCgICZPnoyrqyvFietcXFzYvn279nVmZiZOTk6MHDkSgOTkZN59913OnDlD48aNSUlJoUePHrzxxhts2bIl3zr79u3L8ePHyczMpH379nLTXQpGRkZ06tSJTp068cEHH3Dnzh1OnDjB8ePHOXXqFCkpKdx4YMKNByb8dcEOU4Nsmtkna3qYaiVja5ZJddNMvBrG4dUwDjVwI9qE83fNuBBhTsgDY1JTU7UBGGi64d3c3LRfjwfOQgghni6VSsXGjRs5d+4cAEOHDsXDw4MzZ86wdu1aIiMjad26NQ4ODly4cAEjIyN69OiBl5cXarWas2fPEhMTQ926dWncuHHFXox4IsnJyfz2228cPnwYAwMDhg4dyvPPP6+9j3x8aF1ukZGRJT7fgwcPih0cmZiYoFAoSElJKfF5SmPs2LH5B0dqNYQ9DBJr9SkyOALNupM1XfqQkPYLFsbZtHNM4p/gR9MRvv/+e9q0aVOqIYrPujLPYnfnzh3Wr1/P/v37cXV1ZezYsbi5uZVJ3ZGRkVhbW7Nhwwbmz59PaGhoiY7fsmULa9eu5a+//gI0PRnfffcdM2bM0Jb57rvv+PDDD0lOTs4T/CQkJPDBBx/QunVr9PT0aNOmjQRJZSwrK4vz589rA6bLly8/VkKNfbUMWjpogqWmNZMx1NP9CCdn6HH5nikXI80IijTjXqIBjw/Hq1u3rrZ3qV27djKnTAghnrKZM2fi6+urs61Xr174+vrqrLf3uPHjx3Pt2jXtAzCA559/ntmzZ8v/x1WQSqXi3Xffxd/fX2f7hAkTePPNNwH47LPP2Lp1a77HW1tb8/fff5fonIcPH2b69On57hs+fDh169bl+vXruLi40Lt3b2JjYxkxYkSJzlFczZo149KlS+jp6TFu3Dhef/31/AOWmDNw8i3Nz502gEXxEqFdvnwZ3+960b1hHBcjzfjCt67O/u7du/P555//59agfOpZ7BwdHZk5cyYzZ84kKCiItWvX8tFHH9GlSxfGjh37RJntnvSp/8qVK3nvvfe0r42MjHSCI4CUlBRq1KhR4B9ZtULBaZWKJsnJnD17FrVaTYcOHeSPchnR19enbdu2tG3blokTJxIbG4u/vz/Hjx/nxIkTPHjwgMhEIyKvGrH/qo022UPzWsm0rJVEHat0zAyzaV8nkfZ1EgHNcLyLkaYE3TXj0j0zEnJlx9u8eTNKpZImTZpoA6ZWrVrJ0xQhhChH165dyxMcARw4cKDIY3/99dc82/766y/c3Nzo06dPmbRPlL/Dhw+zZcsW/Pz88t3/888/M3DgQBwcHIiLiyuwnvj4eFQqVYlGLRW2OKybmxvdu3fX2ZbftIuy0KNHD7744gvS09MxNDQs/BpubdR8t2lX7OAIoGnTphyw6wZsp9nDOd7JGY+CoYMHD/K///2PiRMnlvIqqp4KXwcpt5zkDomJiWzYsOGJ6lq9enWJe5DCwsLo1q0bN27cKPADqFarcXNzY/z48fl+UBISEujp68v9Tp0YePYsrR9mZmvdurUESU+BWq0mODiYEydOcOLECc6ePUtmZqZOGUvjLJrXSsbVXvNlbZKVp57bcUaa3qW7ZlyNMiU9S/fzYGhoSJs2bbQBU+PGjct8uKgQQvyXrVq1ihUrVpRpnS1btmTVqlVlWqcoH76+vsycObPIcuPHj2fSpEm89dZbnDlzpsBy27Zto25dTc+IWq0u8n7s+eefzzP/GUChUHDgwAEsLS3z7Js/fz67du0qss0l8dFHHxVvwdaUCDj8PKCCNl9Bze5FHaEj+OolEv7qiImBilUn7Tl0XTfrr76+Pjt27ODKlSskJCTQoEEDmjZtWqJzVDUVug5Sbt26daNbt25P63R5/PLLL4wfP77QG92lS5dSt25d3nnnnQLLpDx8irC7bVsAWt+6xblz57TBlQRJ5UehUNC4cWMaN27MK6+8QmpqKmfOnOH48eMcP36cW7duEZ+mz7Gblhy7aQmoqWWRgau9JjNeU/sUTPRV1LFKp45VOv2axJCtVhAcZcLFSDMuRpoS8sCEjIwM/P39td39lpaWdOjQATc3Nzp06ICjo6P8noUQ4gkUlWSpNM6fP09CQoIMma7kUlNT+eSTT4pVdvv27bzxxhuEhIQUWu769eucOHGC3377jZiYGDw8PHjnnXfyHbV0+/btfIMj0Ax3yy84AhgxYgS7d+8u1hz4HL169aJGjRps3Lgxz7DR+vXr069fwesY6Qj5FVCBiQPYdS32+XM0cmnGMatOmCQfxdM5IU+AlJWVlWfR3Jdffpn33nvvP3u/89QCpIqkUqn4/fffC03nuHHjRnx9fdm8eXOhHwb3zZs598or3HV05K/mzUlOS8Pz3j0CAwMBJEh6ikxMTPD09MTT0xOAu3fvcuLECU6ePMnJkyeJj4/nboIRdxOMOHDNBqVCjXP1NJo/7F1qZJeKnkJNkxopNKmRwgstITVLyZV7muF4FyPNiEgwJD4+ngMHDmiHftSoUYMOHTrQvn172rdvT61atSrybRBCiConPj6+XOr19/end+/e5VK3KBv79u0jISGhWGVjYmK0/8cXZv78+TpJFA4fPszVq1fZuHEj1apV0ylb2PC6Tp06FbivWbNmvPnmm6xcubLQOXK5TZgwAWdnZ0aNGsXBgwc5deoUcXFxtG3blpdffhkzM7OiK0mJgPAdmp8bvAHK0s0Vch/2CeF/DcKFJOzMM4hKKnwqwe+//07nzp1p165dqc5XGfn4+ODj4wOQZ7mZx5XbELsHDx4QExPzRHOOClLSIXZ79uzhxx9/ZMeOHfnu37RpE2vWrGHbtm0YGRkRHBxM3bp182QRyUnS4Nq2Lds6d+ZmjRoA9D97lrYP29KyZUs6duwoQVIFU6lUBAcH4+/vz8mTJzl79izp6bqL0Rrpq3CxS9EMx6uVTF2rvIvVxqbqc+nh+kuXIk2JTc27tpKDg4NOwGRnZ1du1yWEEFXZ3r17+fPPPwsdLvUkhgwZwty5c8ulbvHk1Go1Y8eO5dq1a0/lfDlD9HKbOnUqR48ezbf8qlWraNmyZaF1hoaGcuHCBczMzGjbti0DBgzI92a7f//+LFq0qPSNz3FhoSZAMqkNXbaCspR9G2oV2QcHE3z+MFsDbfjzQtH3KoMGDWL+/PmlO18lVyFD7BYtWsS+ffuIiIggMzOT+fPn88Ybb5THqXR89913+Pn55ZnjtHLlSt566618j9m0aRMrVqxgy5YtZGZmkpmZyYIFC/jkk09wcnLKUz4mJgYDlYrhx4+zxcODkBo12NumDSgUtL15k/PnzwNIkFTBlEolLi4uuLi48Morr5CRkcH58+c5efIk/v7+XL58mfQsOH/XnPN3zeEsWBhn0bRmCs3tk2leK5nqpplYm2Th6RSPp5PmaWdkoiGX75ly6Z4Zl++ZkpCmT0REBNu3b9emlK9bt642YGrXrh02NjYV+VYIIUSlsHnzZr744otyPYefn1+x5qCIinH48OGnFhyBJqHHO++8o51ekZmZSUBAQL5lLSwscHV1LbJOJycnnfvDnj17snfvXp0y1apV4+233y59w3MkhUD4w3lPDd8sfXAEoFCiV2cw1rcv0Nk5nj8v2PJ4ht/HPc3fVWVTLj1IP//8szY1461bt/jxxx+pUaNGgasgF1dqair9+/cnMjKS0NBQ3N3defHFF5k8eTIAH3zwAQcOHODs2bPaY+7fv4+7uzvBwcF5UhhGRkbi6OhIdnZ2nnPdvHkzT4CUkJBAzZo1WbVqFYmJiWQqlWxxdyekZk0A+p07R7uH46pbtGiBu7u7/JGupBISEjh9+jSnTp3C39+fWw8TbjyipqZ5Jq4PEz40q5mCmWHez0l4vNHDgMmUy/fMdDLD5Khfv75OwCTj44UQ/zUqlYrBgwdz7969cj/Xhg0bymX0iii9rKws9u3bx+LFi4sc2lTWfvrpJ9o+nDceEhJSYLru3r1789lnn5W4/pSUFObPn6/Nyujg4MD8+fO15yw1tRpOTYSYU2BeX5Pau5TD67SSb5N+YAA3boTw+T91uXSv6CF+BQWUVV1RPUjlEiCtXbuWIUOG6Jzwhx9+KDT5QVWQ82ZOnjwZFxcXDA0NyVIq2SxBUpV379497dwlf39/YmJidPYrUFPXOp1m9sk0ramZs2SsrzsGWY0mQ97lSDMu3TPlyn1TUjN1/5gpFAoaNWqkDZhat26dZ3y0EEI8a27dulW8bF1lpFevXjz33HN4eHg8tXOK/AUEBLBw4UIiIiIq5PzPP/88c+bMAeDo0aNMnTo133IzZsxg1KhRpT5PYmIiUVFRODs7l819X+Q/cO5Dzc8dfoDqHZ68ToCT73Dz9GaOXNNn2RHHIov/+++/xZsrVYXkpPlevnz50w2QZsyYwcaNG+nevTudO3emadOmXL58mQkTJgCaCL5+/fplfdpylzvaNDQ0ZPfu3Tx48ICshz1JNx4GSX0DA2n/MOOKBElVj1qtJiQkRJvJ7syZM3lW8VYq1DjbpNG0ZjLN7FNobJeSZ8FaNRAaY8yle5r5S9fySSmeEzC1a9eONm3a0KZNG6ytdbPLCCFEVRMaGsry5cs5ceIE1apVo2HDhgWud1Oehg8fzgcffCBLNVSQ27dvM3bsWJ0ECk+bubk5+/fvx9DQkD/++IMvv/wy33LffPMNXbp0ecqtK0BmEhwdAen3oWZPaFOGQ1PvHSTu4JuER9xl+l8NeZCSd251buvWrcPFxaXszl9JVEgP0v/93/8xceJEAgMDtWvWXLx4kerVq9O2bVuCgoK0WSSqksffzLS0NJ0gaWvHjlx/uJht7iCpefPmeHh4SJBURWVmZnLx4kUCAgIICAjg/PnzeYYI6CnVNKieStOaKTSrmUxDu1QMlLr/tFRqCHlgoh2Ody3KhMzsvP9pOzs706ZNG+2CuTUeJgMRQjwbwsPDuXLlCs7OzmX3tLkSSU1NZeTIkRXWY/A4Ly8vPv/8c/T1/xOJeysNtVrNlClTihUYjx49GldXV9q2bUtmZibz5s3j3LlzZdaWnODn22+/5ffff8+3zKZNm2jQoEGZnfOJXFgA4TtBzxQ6/wEm9mVXtyob1b+DCb3izx8BZmwJLPwe44svvqBnz55ld/5KotwCpJiYmAInn0dFRfHjjz8ybdo0zM3Ntdvv3buHn58fX375ZaFpFiurnDdz0qRJDB48mL59+xYaJPUJDKTDwyDJ1dWVTp06PXP/Ef4X5SR8yAmYgoKCyMrSXZBWX6mikV0qzWqm0LRmMg1s09BT6P5Ty1YrCHlgzOV7ply9n38PE0Dt2rVp27atNmiqXbu2fI6EqIJUKhVffvklW7Zs0W4bMGAAc+bMwdCw8JS7Vcmvv/7K8uXLK7oZOl599VXefffdim7Gf8rhw4eZPn16oWUUCgXe3t4MHTpUZ7tarWbu3Ll5kh+U1ltvvcVbb73Fhx9+yD///FNgeyNNTfkYGAMMLJMzl8L9I3Dm4Zx919lQZ2jh5Uvjxq+kB/0f56+EMWVbAzLyeVib49133+XVV18t+zZUoHIZYpeSkkL37t0JCAjA09OT7du35zskyM/Pj4CAAN577708+65du0bjxo1LctpKoaBos9Ag6fx5Oty4AUDTpk3p3Lmz3Nw+Y1JTUwkMDNQGTJcuXcqzRoKRvopGdikPA6YU6ldPzZM7JmdI3pWH85euRZnmm/TBzs6ONm3aaIflPYtPoIV4Fu3YsYOFCxfm2T59+nTGjBlTAS0qH6NHjyY4OLiim6HD0tKSv//+W4baPSUZGRm8+OKLhfYiKpVKFixYQP/+/fPdf+bMmQIzEJeUq6srPXv2ZNmyZfnut7CwwNfXl++B1UAzYE2ZnLmEUu+B3xjIjAfbTtDuWyiP/98zYuHQIB5E3eWr3XDgWsHZdocOHcrs2bPLvg0VrMzTfH/66aekpqYybNgwfH19ee211/jzzz/zlOvUqVOB3apVMTgqjLGxMQMHDmTPnj1ER0fzgr8/2zp2JNjenv0tW6JSKOh4/TqXL18mKyuLbt26yR/pZ4iJiQnu7u64u7sDkJyczNmzZ7UB09WrV0nPUhJ015ygu5oeVWP9bBrbpeJSI4UmNVOoX13Tw+Rsk4azTRr9m2qSRNyJM+LKfU0P05X7psSn6RMVFcX+/fvZv38/AFZWVtr5S61bt6Zx48YylESISqigp+Fbtmx5ZgKk8PDwJwqOtm/fznPPPVdoGTc3N+zt7alXrx67du3i5sPESIWJj48nOjpahiyXM7VaTVRUFD/88EOhwVGNGjX49ttvC802WLdu3TJr18WLF7l48WKB+x0cHADIyWd7v8zOXAKqTAicpQmODG2g+dzyCY4ADK2hzlBsVBt5p18G/95QkJmdf3/JnTt3yqcNlVyJ76IOHz7M8ePHMTMzIzo6mpEjRxIcHIyvry8//PAD6enpWFhYYGRkRFxcHDNmzCiPdlc6OUHS7t27iY6OZpi/P9vc3AiuVYsDLVqQpaeH59WrBAcHk52dTY8ePSRIekaZmZnRuXNnOnfuDGieUpw9e5ZTp04REBDA9evXScvSe7QGE2Cop6KBbSpNaqTgUiOFRrapGOipcbRKx9EqnV6NYwHNOkw5wdKV+6Y8SDYgLi6OgwcPcvDgQUDzWXR1daVVq1a0bt2aFi1aSKY8ISqBU6dO5bs9LCyM+Ph4LC0tn3KLyk52djbbtm17onWOlEoltWrVol27dpw+fbrAckuWLMHExATQPCAq7mKc4eHhEiCVo5SUFBYvXsy+ffsKLefm5saKFSuKrK969eqYmpo+lQQPjwdID4Asymmx0Pyo1XDpS4i7ACih1WIwti3fczq9hCJsM/VqGHJw/Yd0Hvl5vsUkQCqmWrVqadP92dra8vPPPzN+/HgiIiJo27YtgYGBnDp1CqVSyU8//VTmDa4MvL29tXOQcjMyMtIJkl7w9+cvNzeuODhwqFkzspRKul6+TEhICNnZ2fTq1SvP2kzi2WNhYUG3bt3o1q0bALGxsZw5c4azZ89y5swZgoODychWcvmeGZcfrkmgp1TjbKMJmJrUTKGxXSrG+irsq2VgXy2Dbg3iAHiQYqAJlu6ZcvW+CZGJhqSlpXH69GntDYZCoaB+/fragKlVq1Y4ODjIsDwhnqKibvKCgoLw9PR8Sq0pez/99BO//PLLE9Vha2uLUqksMojJCY5As3bN8uXL8yzNkJ/w8HDatGnzRG0UBfvll1+KDI6MjIyYO3dusepTKBTUqVOHq1evlkXzClWrVi1UQE4ooAaigTJMjVC4m7/DnYejsRpPgurty/+cJvbgMBDCd2Acvh5Pj44cO+6fp9i9e/fIzMzEwKDwbHdVSc4cpMKUOEB6PBd6/fr1yczM5OzZs9qEDPHx8ejr6z9zedNzLF68uMDFPnOCpD179hAVFcXQkyfZ2a4dQXXqcLRJEzL19OgZFMStW7fYv38/vXv3luFQ/zHW1tb07NlTmxUmISGBwMBAbcB06dIlslUqrkebcj3alF2XNGnF61il0+ThGkxNamgWrq1umomnUzyeTvEAJKbrcT3ahGv3TQmONiHkgTFZKiU3btzgxo0bbNu2DdA8mcsdMLm4uMjnUIhyVNRT2AsXLlTZACkmJqbAzGAlYWureWJuZ2dX7GNMTU2ZN28eH330UZFBaHh4+BO1T+SlVqsJDg4mICCA3377rcjyw4YNw96++GFHvXr1nlqAFAnkzk97n6cUIEXshWsP50bVHgLOrzyNs2rUHw/huyAljG6NzDiWT/40lUrF3bt3y3TIY0Xr27cvHh4ehSaTKfEd0eOTzwH69++vk62uKg8TKAs5QdLevXu5d+8egwMC0M/O5pyTE/6NGpGlp0efwEBu377Nvn376Nu37zMVmYuSsbCwoEuXLtr1F1JSUrhw4YK2lykoKIiMjAxuxRpzK9YYnys2KFDjYJmhHZLXpGYKVsZZVDPKpk3tJNrUTgIgS6UgNMaYa1EmBEdpgqaENH0ePHiAr6+vduVvIyMj7bC8Vq1a0aJFi//8v2NROahUKiIjIzEzM6vSn8nbt28Xuv/ChQtPqSVl7+TJk3mWPiiN6tWrA48CpeLy9PRk8+bNHDlyhIiICNasyX96vQRIZUutVrNkyRI2btxYrPL6+vq89NJLJTpHztC38ubg4KAdXpcj9zykVcBt4GOgTCdHRPrC+Xman6u7gat3+c07yo9ZHajzPNzeRsfqFzDQU+a7/Mjvv//+TCZqKEyJA6QtW7agr69P//796dWrF1ZWVhgZGZVH26o0Q0NDBgwYgI+PDxEREfQ/exZ9lYqA+vU5Xb8+WXp6DDhzhoiICPbs2UP//v2fqTSvovRMTU3p2LEjHTt2BDTZgC5evMjZs2c5ffo058+fJzU1lfB4I8Ljjfgn2BpQY2eeSWO7VBrbpdDILpXalunoK9U0tE2loW0qPEz8EJloSHCUCdeiTAmOMuFugiHp6emcOXOGM2fOaNtRt25dmjdvTvPmzWnRogWNGjWSXibxVAUEBPDxxx8TFRWFUqmkV69ezJ8/v0r+rSwqQAoKCkKlUlXJuakBAQFlUk9mZiZAqR4Y1qxZkxdffBG1Ws0ff/xBWlpanjISIBUtNTWVCxcuoFAoaN26daG/i61btxY7OAIYOHAgNWvWLFF7ChqtU9Zq1arF47PecgKkVOAHNMPuhgBlNkgz8gAEzgFUYNUS2nwNygr4P7bBmxC+CwvDRPo0zmD35ep5ivz555907txZO1Xgv6DEvwkDAwOOHj3Kr7/+ip6eHm5ubpiYmNCqVSs8PDx0PswzZ84scMXiqqygOUiPMzAwoF+/fvz999/cvn2bPoGB6Gdnc6JRIwLr1SNLqWTI6dPcu3eP3bt3M2DAAAk2RR6GhobaLHWvvfYaWVlZXL16VdvDdPbsWRITE4lKMiQqyZBjNzVP2U0Nsmlom0qjh0FTA9tUDPXU2nlMXeprhuUlZ+gRHG2iDZpCHhiTma0kLCyMsLAw9uzZo21H06ZNtQFT8+bNqVmzpsxlEuXiwYMHTJkyhfT0dEDTk7R//37UajWfffaZdtuDBw/Q19fHysqqUn8WiwqQkpOTCQ0NpX79+k+pRWWnrAKkHIUt1vn4ejmPUygUODg4EPJwDcLcAgMDmTRpErNmzaJOnTpP3M5nzcmTJ5k/fz7372tCg7p16/LJJ5/QrFmzPGXv37/Pd999V+y6jY2NGT9+fInb1LRp0wL3vfzyyxw5coTQ0NAS1/u4WrVqEfbYtnsPv0ehCY5AM0epTAKkOzsg6BNABRZNNem89U3LouaSM7aDeqMxvPITQ1pEcOSmJQlpecODTz/9lHbt2umMGKuqymUO0oABA1i/fj3h4eEcPHiQQ4cOcfDgQfr3749SqcTV1ZXOnTvTqVMnDh8+XOrGV2aFzUF6nL6+Pn369OHAgQPcunWLHkFB6Gdnc7RJEy7WqUO2nh7PnzxJVFQUu3btYsCAAToTUIV4nL6+Pq6urri6uvLyyy+jUqm4ceMGgYGB2q+IiAhSMnUz5ekp1NS1TqOxXSqNHvYyWZtkYWaYTWuHJFo7aIblqdRwK9aYG9Em3HhgwvVoE+4lGpCRkaGtP4etra1OwNS0aVNMTSvoj7yo8uLi4rh//z7169dn69at2uAot7///hsbGxvu3LlDYGAgSUmaz23btm2ZPXs29erVe9rNLpbiZIK6cOFClQuQIiMjyyzLVb9+/QBo3rw51apVIzExUbsv08YGRXZ2gWvm5Obo6JhvgATg7+/PSy+9xLZt27RD+oRmPcfcwRFosisuWrSIdevWce/ePU6dOsXly5fJyMhg+/btxa7b3Nycjz/+GEdHxxK3q1WrVlhZWREXF5dnX6dOnejQoUO+622WlLm5OaGPbbv/2HeAJ+6DVKvg2nK4+XC+lnVraLsUDCo46GjwGobhO7E0vc3wVlH84l8rT5GYmBh8fX0ZPHgwQKV+IFWU4sxBKvFCsQEBAbRvnze7RlhYGL6+vhw6dIhDhw4RFhaGQqEgOzu75C2vpIpaVKowKpUKX19f7R/tYy4uHHr4VKZRZCTD/P3RV6mwtrZm4MCBcpMpnkhUVJROwHTlypV85g+qsTXLfBgwaXqZHK3S8yxgC5CUofcwYDLmerQJIdEmpGTmzcCoVCpp0KCBNlhydXWlQYMGMjRPFCotLY0lS5Zo19SzsbEpVlayxzVs2JC1a9dWys/bgAEDdG4+8/P8888zZ84c7t69y9KlS7l58yYWFhZMmDCBDh06PKWWlsyuXbuYP3/+E9ejVCrZt28fNjaaBSt//fVX7c1LtqkpwcuWYWlkRLCLC6ZFDENcsmQJGzZsKLTM22+/zRtvvPHE7X5WFPZ7rFGjRpGf3YKYmZmxY8eOJ5o/uHbtWpYuXaqzrXXr1vzvf/9DT0+PHTt2sHLlSiIjI3FwcKBGjRo6w8WLolAoOHXqFIOASMAJCAVaopl7tAfIybvXD/iktBeSlawZUhd1RPPariu0+hT0K8lD8Ts7SDn5Ebdu3WLu3nrcjMm/XY6Ojty7d486derwwQcfVNq/TUUp84Vi8wuOQNMVO27cOMaNGwfA9evXGTJkSEmrrxKKO8QuN6VSSc+ePdHT0yM4OBjPq1cxyMri75YtCba35w8PD4afOEFsbCw7d+5kwIABsnaNKDU7Ozt69epFr169AM248osXL2oDpvPnz5OUlER0siHRyYb4hWr+8zIxyKZ+9TQa2qbSoHoqDWxTqWaUjblhNq0ckmj1sJcJ4G6CIddzepmiTLgTb4RKpSI4OJjg4GDtza6hoSGNGjWiWbNm2qDJyclJUtwLrV9++UVnwfHSBEeg+X/nn3/+KdHf5qchPT29WDeYoaGhJCQkMGbMGJ3ek3feeYcVK1bg5uZWns0slcKG1w0ePLjIYSw5JkyYoA2OAMaPH0/16tXZt28ft83NeVCrFnZ2dgQrlbTKdVw68PjA9OJM7C/JDfR/Qc46evkpbXAEMHHixCdOrvLSSy9RvXp1du/eTWxsLO7u7rzxxhva/0OGDBnCoEGDAM291qVLl3jlleJnguvRowfpaIIjADc0AVLOVd/LVbbUPUjJt+Hs+5D0sGfTeRw0ngiKSjTnsPYgTO23UA81r7vfZd5eZ7LVeR+Z5vQYh4SEMGnSJDZt2oSzs/PTbu0TKc4QuxL3IJXE6NGji3yKU5U8SQ9SDrVazdGjR7l8+TIAp52d2de6NQB1o6MZ6eeHYXY2ZmZmDBw4ECsrqzJqvRCPqFQqbt68SWBgIOfOnSMwMLCACcxqaphn0uBhoocG1VOpZ5OOniLvn42MbAUhDzQBU0i0MTdjjIlONoB8+qSMjY1xcXHRCZrq1KlTJSeoiyeTsyZc7oDgSXh5efH111+XSV2lpVKpCA0N5f79+7i6uhIVFcWIESOKPM7GxoahQ4fmu56Qi4sL69atK4/mPpHBgwdz9+7dPNsNDAw4ePAgn3/+Obt27Srw+OEjRpD2/PP0bNyYzgWUOQFMfvjz+8Dohz+vBlYAnwM9cpU/fPgw06dPL7LtZT13qirr1KlTmWQifNz69etp3LhxmddblOnTpxd7msenn35K/b59tZ+rL4GZgB5wHPga+OPhPhtgf0kaolbDne1wZQlkp4LSEJp/DA5FDxWtEAlXwe9lbt8J49cjxuy4WHRGyT59+rB48eKn0LiyVeY9SCWxcOHC8qy+SlIoFHTu3Bk9PT2CgoJod/Mm+ioVu9u0IczWlnVdujDq2DFITmbnzp3079+/xClPhShKzlC4Bg0aMGzYMACio6M5f/48QUFBXLhwgUuXLmmefCcZcj/JkOMPe5n0lSqcbNJoYJtGg+qawMnWLBNDPbV2jaYcSRl63HygCZZCHphw84Exsan6pKWl5ZnPZGpqStOmTWnSpAkuLi40adKEevXqSU/TMy4sLKzMgiMAPz8/kpOTK2wdvtjYWGbNmqVdqNnAwKDY6xvFxMTw999/57vv6tWr3L9/v8hFVJ+mpKSkfIMjgBYtWmBsbMzcuXMxNzfPk+3MyMiI1atXk96oEePQDGPai+YGFOAacAwYCcTnOu5yrp99ABXwD7oBUnHnumRlZVXK4ZjlJSYmhrNnz2JoaEjHjh212SDv379fLsFRtWrVaNiwYZnXWxxfffUVa9as4eTJk2RnZ/PCCy/QsmVLJk+ezK1bjxJ69+nTh549e5ITSlkAjR7+nA3EotuDFAOkAMWaBJERCxcWQdTD2k0coNVnYOX6RNdWrixcoP6rWCZ8y/MtIjh1uxp3EwpPHubn50d2dvYz9391uf5laNSoUdGF/oMUCgUeHh7o6ekRGBhIq1u3MMjKYnuHDkRYW/N7166MPnYMUlPZtWsX/fr1K9HCakKUhq2tLT169KBHD82tRlZWFjdu3NAGTEFBQYSGhpKlUmoXsc1hYZylDZYa2KbiXD0NE30V5obZtKiVTItaydqy8Wn6ukFTjDEJafqkpKRw+vRp7Y0lPBqelxMwubi40LBhQ8n2+AwJDg4u0/oyMjL4999/GTBgQJnWW1xLly7V+QxnZmZy6NChYh8fFvZ4Lq1HAgICKuy68lNYW5s3bw5oHsa8//77NGvWjJUrV3L37l2aNm3K5MmTadSoEf88LJ8N7AZefvj6E+ASYAlk5ao3J0BKBW48/PnaY+euVSvvBPP83Lt3j9q1axerbFX3xx9/8P3332sX061Xrx5ffvklDRo04OzZs+Vyzm7dulXYqAA9PT3Gjx+fJ3PeunXr+Oeff4iIiKBVq1a0b98epVKpHV7nAOR+BHEP3SQNABFAoWGfWq1Z/PXqUsh4OFzYYRA0+wD0K+bBTYk0eBPT8P0YRETwpvtdFu2vhzrf2ckaSUlJBAUF0apVqwLLVEXFDpC+/fZb7TjQ0oiPj+fzzz/XpmetykozB+lxCoUCNzc39PX1OX36NM3CwzHIzmabmxtRFhb83rUrY44exSolhT179tC7d29JSyqeKn19fVxcXHBxceGFF14ANF3Sly5d0gma4uPjSUjT52x4Nc6Ga+bNKVBTo1omzjapNKiehlP1NJys0zDSV2FpnEXr2km0rv1oPlNMij4hMSaEPjAmJMaY0BhjktL1tWtAXbx4UVtWqVTi7OysDZrq16+Pra0tDg4OktykCirrAAk0me4qIpBITExk79695Vb/qVOnKlWAVFjq8tzZBBUKBQMGDGDAgAGo1Wqd7FdxuY7ZDryEJvi58nDbXSD3SjyhaJ7gX0PTewRwC0gDjB++NjExKVaij/Dw8Gc+QFKr1axcuZL//e9/Ottv3brFF198wf/+9z+dgL6smJqa8tZbb5V5vU/K2NiYgQMH5tmeEyDZo5nTZomm5/I+eQOkcAoJkBJvwKUvIPbhHDcDC3CdDfY9n7jtT42eIfqtF2B+/QQNbZPo2TiWA9dsCj3Ez8+vSgVIZZrme+LEiUybNo1OnToxatSoEj0V2LFjB6tXry40nV5VUpI034VRKBS0a9cOAwMDTpw4QaPISEb5+fGHhwexZmasediTZJeYiI+PDz169KhyKWDFs8XCwgJ3d3fc3d0BzX++d+7c0QmYrl27RlZWFvcSDbmXaMiJW5qheQrUOFhm4GSTRv3qqTjbpFHPJg0DpRob0yxsTBNp7/hoqFVsqj6hMcaExRoTGmvMrRgjopMNtGnNb9y4oV2jKUft2rVp3Lix9qtRo0bUqlWrSqcjfdaVR4B0/Phx7t69W+yehLJy/vz5fLJFlp1Tp07lCTAqUmE9SAU90Hu87XG5fg4FLqAJdnLexRgeBT6gWY/mKprepRwq4DrQPNe2Ro0a4e/vX3Djge+++w5nZ2fMzMwYPHhwvuv9VHWrV6/OExzlOHPmDMHBwZw4ceKJz9OpUyfs7e25ffs2tWrVYsKECSVeFLYi5QwUzfmLUQNNgBSO5jMImjlJ2WjWQsojIxZurIJbm9B+eh0GgMsUMKqC6eStW5NWYwgkrmdk6ygu3DXnXmLBC3QfP36cd9555yk28MkUJ813sQMkAwMDli1bxooVK+jYsSODBg3C09MTNze3PMFCzlCZw4cPs3PnTnr37s3atWvl6W4BWrZsiaGhIUeOHKFedDRjjxxho6cniSYm/N61K6OOHcMhLo5//vmHzMxMXFxcKrrJQgCam506depQp04d7fokGRkZXL9+ncuXL3Px4kUuX77MjRs3UKlUhMcbER5vpF3MVk+hprZlOs7V03C20QzNq2utSQJhbZKFde0k2uTqaUrNVHIr1phbMcbcijXiVqwxEfFG2kw74eHh2jXacpibm2uDpZzvDRo0kGF6lcS1a48PkCpY/fr10dfX58GDB9StW5fY2Nh8F4nMysril19+Yc6cOWXY0qLlnlNXHiIjI4mIiKg0vR6F9SAVd8RD3GOv/0IzzClHDPD4oKTLwMXHtl1DN0B6/vnniwyQLl++rE2Y9Oeff/LFF1/QrVu3YrW7Kjhx4gQrVqwotMzSpUuJiIh4ovMolUqmTJlS6AK/lV1OD1LuACkYCOLRIrFNH77WSWeUlQyh6+DmWsh+OP/WvD40mwU2bcu72eWqQf9vOP+DD0Y84N0ud5i/z4ksVf6dI5cuXSImJkYnE2VVV6osdomJifz+++/s2rWLQ4cOoVarsbKyQqlUEhMTQ3Z2Nm5ubvTr14/XXnutWCk3q4KcjBeTJk164iF2+blx4wYHDx5EpVIRVa0a6zt3JsnYGMOsLEb6+VH3wQMAPDw8aNGiRZmeW4jylJaWxrVr17h06RKXLl3i8uXLhIaGkt+fH32litqWGdSz1vQw1bVOp551Gsb6+T+Zz1IpuBNvRFisEaExmuApLM6Y9KyCe7mVSiVOTk46QZOLi4ssHPmUJSQkaOe8Fcfy5cvp2LGj9vXBgwf54IMP8i2rVCrZunXrUx2a/NZbb5V7+ug5c+bw/PPPl+s5imv8+PFcuHAhz3YTExMOHz5crJ6uuWgSNFgACWiGNzVG05ME4Ppw3/Fcx/QHzqO5UVWieV7/AvBRrjIqlYqVK1fy008/Fft66tSpw7Zt2ypND92TuH//PmPGjMl3gdXSeuutt7Czs+PTTz/V2f7mm28yYcKEMjtPReiFJlj/Ek3Cj+/RZEk0RtOjqQDGAOuATsCyzEQI26IJjjLjNJUYWkP916Hui6B8NpJ/xN/yI3LHQLIzMzhwzZo1AQXPh2/cuDEWFhZcvHgRCwsLxo4dy+jRoyvlv6ecIXbLly8vMIvdE6f5zs7O5t69e0RGRpKdnY2dnR329vYYGxsXfXAVUxZpvoty+/Zt/v77b7Kysog1NWV9ly7EmZqin53NC/7+NLynyafSrl072rZtWyk/eEIUR3JyMlevXtUGTZcuXdKur/A4BWrszDO1QVM963TqWqdhbZKVb3mA6GQDbscZPfwy5k6cEZEJhvmu65DDxsZGGzQ5OTlha2uLnZ0dtra2WFtby7+3Mnb69Oli31jVrVuXzZs362RKys7OZvjw4QUO9erVqxeff/55mbS1KBkZGXh5eZVLNrDc+vXrxyeflHqpyjLVs2dP4uPj82xv3Lgx69evL1Yd7wF+aG4+dwKP5zN0AKzQDKlzQDNB3opHPU9ewCE0vUer86k/Ojqafv36FastANu2baNu3brFLl9ZlSTNdXFYWFiwY8cOzM3NOX/+PLt370atVtOzZ0+dhxZVURpoU8yvAZoBZ4DcM6hsH75enhbNmFvreT1sC+rsFFKAZD1Tbji/QiunMZjqP3sjpaJO/h+xJxaQlZXFt0ccOX27+Gt0vv/++4wePVpnW3JyMoGBgVhbW9OoUaMKyyRZ7mm+9fT0cHBweGZ6iSpazlClffv2YZ2Swiv//ssGT0+iLCzY7OHBc6dO0Sw8nNOnT5Oeno6Hh4fctIkqyczMjLZt29K27aNhCElJSVy7do2rV69qv0JCQsjOztamGz91+9EfMgvjLOpaawKmetZpONmkUbNaBgrA1iwTW7NMnSF62WoFd+MNtYHTnXhN8PQgWR9QEBMTg7+/f75Dc2xsbGjZsiWNGzemQYMG1K9fnzp16vyn0gSXteLOP7Kzs2P+/Pl50sjq6ekxYcIEZs+ene9xBw4c4MiRI3Tp0uWJ21qUK1eulHtwBJqhLJVBQkJCvsERFD/NNjwKdOyBwcDjYVXuNAtD0NzA5hxjCAxEEyAFo+lJerzf2NbWlmbNmhX7fYuIiKgyAVJsbCw///wzPj4+GBoaMmTIEF5//XVCQ0PLNDhSKpXMnz8fc3NzQDMtoGXLlmVWf0WLzPVzTv9IK8AcSAJQq3GLPYN72FYa3fNFX52FGrivX41f6w5nn9MYkgytmI4m0H/W2HWYikXmVWKCdzO1ZzxTNxvzINmg6APR9Pr37dtXO/TuwIEDzJ07V/u3slmzZnz++eeVMoaQ/9kroVq1ajFo0CBNNqS0NF4+fJiNnp5EWFvzV4cOpBkY0DY0lKCgIDIyMujatasssCmeCebm5nmCppw5TbmDpuDgYNLS0khI0yforjlBd8215Y30VThapeNomU4dqzTqWKXjaJVONaNs9BRqzT6rdDxynTc1S0m4trdJEzRFxBuSmP7oT2RMTAyHDh3SSdmsr69P3bp1tQFT7sCpOGtCJCQksGfPHg4fPsz169fJzMzE2tqa6tWrU716dVq2bMnQoUMxMTF5ove1IElJSaxevZoLFy5gZmbG6NGj6dChQ7mcKz+FzT9atWoVUVFRmJiY0KJFC6pVy/+pZe/evVm1ahU3btzId/+0adNYtmwZnTp1KpM2F+TcuXPlWn+O27dvk5qaWm6fiZK0oyAlCTDiHn63QvMUPydAyhk6lwZEPdzWBM3Qp8loMtk1RjMEDyAdCAOc8jmHo6NjiQKkqkCtVjN79mxOnjyp3fbLL7/ku8hwSRkZGTFo0CDtv78XXnhB52/ysyYnQYMhYP3wZz2gW2YiWeG76HF7K42TQ7FF83mNMbIjyWksP9UZxvZcPUb5rwj2DFAoMerwObUywqiVHsW345SM/zGLzOyi7zvT0tJYu3Yt7733HpGRkXh7e+sksrl06RITJ07k119/xdraupCanj4JkEqhLNJ8F8XOzo7BgwdrsnQlJzPm6FH+8PAgzNaWvW3akG5ggEdwMNeuXSMzM5MePXo8c4t0CQGatZCaNWumk2FKpVJx69Ytbty4QXR0NHfv3iX44b+HuLg4bkSbcCNa9wbSwjhLGyzlBE61LdMx1FNjoq+ioa1mHafckjL0iIg3JCLeiPAEI+7GGxKeYERMsj5qFGRlZRESEkJISIjOcQYGBtSrV486deqgVquJjY3F1NQUZ2dnmjVrRufOnTl8+DBfffVVnkVSExMTtUPGDhw4wNatW1m+fHmZr4WWmZnJm2++qdOLc/jwYYYNG0a9evVwdXWlVatW5dpDff369Xy3GxgY4OrqWqy/aUqlknfeeYcZM2YUWOa9995j7NixTJ06tdyup6QBUt26dQvNAlcQtVrN9evXK3weamFtL22AVBdwB04AbYCc5NOZD79bAi2A5cDPwCjAjkdD7i5RcIBUXAUtfFvZHD9+XCc4Kktz5szRJt15pqlVkJVEfEYsLukxNMiIRZEZB+nREHeBKTFniFSlA5pU83o27Vhe50UCanqxSmnA448I8u9PfUYYWkOrT+Hk2zSumc2HA7P4ZIcBFLI+Uo4//viDl156ib179+ab5fPOnTtMnz6dH3/88aklTyrTNN+VQXR0NJMnT8bf35+bN28WWrZJkyZ5biiCgoKYPXs206ZN025bsWIFP//8MyYmJlhZWfG///2vyEm9ZZXmuyjW1tYMGTKE3bt3k5CQwKhjx/izY0eC7e3xbd6cdAMDul26xM2bN9m3bx99+vTBwKB43Z5CVGU5ayE5OzvrbFer1URHR3Pt2jWuXbumDZrCwsJISNPnYqQ+FyMf5cTKmduUO3BytEqnloVmmJ65YTaN7VJpbKcbOGVkK4hIMNIGTxEJmu/3EjVznDIzM7l+/XqeAOD48eOU1K1bt3jxxReZOXMmvXv3LrOegy1btuQ7xG3btm3an4cMGYK3t3e5DCPMzs4uMECqX79+iR74dOvWjc6dO3P06NECy6xbt4527drRtWvXEre1KCqVqsQB0rBhw1i6dGmpzjd+/Hjc3Nxwd3dn0KBBFZI56kky2K1CMyzuKzQ9QaAJcgDmAGuBEcCwx46zfPi9BbAs1/Y2wEHAH8hvlaiSZP2rKj1IuTN1lqVOnTqVaM5WpaJWQ1aiJuV2Riykx2gSKOT8nBGreZ37Z3U2bdEE549nS7QAQvSrcaT2IOrUeYEXzZ24hibVdySaRWRBk/HuPnkzMvJw+xfA80D5D/QtZzZtoekMlJe/ZGBbJdfuZvDHqaIDmrS0NNavX094eHiBZS5cuMDKlSuZNGlSWba4QGWa5ruiBQUFMXnyZFxdXfPNfPU4FxcXtm/frn2dmZmJk5MTI0eO1G7btm0bixYt4sKFC9ja2rJw4UKee+45AgICKs2QtWrVqjFkyBD27NlDTEwML5w4wY727bnk6MgxFxfSDAzoExhIeHg4u3btol+/fhU+9EKIiqJQKLCzs8POzg5PT0/t9rS0NG7cuKENmnKG6aWkpGjnNp2+82gIl75SRc1qmdS2TMfBMh0HiwwcLDWBk4FSjaGeGidrzeK3uanUcC/RUNvbFJloSGSC5ntiuh7FedqWn7S0NBYuXMjnn39O+/bt8fLywsvL64lujIt6egaaNexsbW2ZOHEioFnw+9q1a9SuXfuJx4zfvn27wDk7jRs3LlFdCoWCWbNmMWLECFJSUgost27dunIJkEJDQ0lISCh2+aZNmzJ06FB++umnQttbmJMnT3Ly5En+97//8c033+Dm5laqekrrSQKktWgy1u3Itc3q4Xd7IKcvMCez3eNlHueBJkA6gSYl8+P/ykoSIPn4+ODu7s7AgQMrzX3A49RqNUeOHCnzeg0NDfnggw8q37xmVRZkxGh6dh7/Ssv1c8YDUGeXuPpMQI2SbENLMLACQyuo1hh9m7b8bufJMT1jcpKl1wRi0QRIOQvIulBwgLQV+BfNXLoqHyAB1B0OicEY3PmT17skceVOJudzDXEviI+PT5H3prt27XpqAVJxVJkAydbWFh8fHzZs2MDu3buLLJ87OMp53aFDB53/1L/++mteeuklbG1tAc0wjAULFvDPP//Qu3fvAut+GkPscjM1NWXw4MHs3buX+/fv89ypUxhlZnLW2ZnT9euTamjIkIAAoqKi2LFjBwMGDChwvL4Q/0XGxsa4urri6uqq3aZSqbh79662tykneIqIiCBLpdSu2ZSbAjW25pk4WGTkCZ5MDVQoFVDLIoNaFhnw2Kie1EylTsCU++fUzOL1lmRkZODn54efnx+ff/45rVu3pmvXrrRo0QIXF5diZw+9fv16sdcfWrVqFatWrcqz3cvLi8WLF2NoWPDigYUp7PyNGjUqcX329vZMnTqVxYsXF1jm9OnThIWFlfkk/JL0HhkaGjJr1izMzMx4/vnni53trSDp6enMmzePnTt3PrWEIf/P3nmGt1VlbfuWXOXee3pI4vTei1OdkDgNCB0GmMY7gYEp8E0YhjqhDDPAyzDvFDpDh1RSnB4ncYrTe0+c5t57k74fW8eSbcmWZMmW7H1fl65zJO1zdGzL0n72WutZWq3WpL03iO+r5uzyqzCIHuMzBJkYG2I0Vo0omjfFWP02D9EP6RBCMF0FHgAW6p2yamvNu14a89JLL/HVV1/xzjvvEBERYdExbcm5c+fIzc216piIiAjuvfde3n33XbNjfvKTn7SpLT4ANaVQmQWVmWJbkQlVOQ1FUHUhhm5ElqIWQsczSKSHeYbot0FG++L2pmcwqR4B/EKlpmejs7yGqC1SOjxFAmf1NyX1sw+wC9MCSal8s+6v5cSoVND/GSi7QrD2CL9OuMzz6zy4Vdx8JMmS1NWcnJw266XUoVLsWpt//8EHH/Dkk0/W36+uriYtLa1B59+goCC6devGnj17mhVIbZViZ4yXlxdz584lOTmZW7duMefoUTQ1NaT26cPpuDgqPD25c98+ioqKWLNmDXPmzOlQDbskEnujVquJjY0lNjaWqVOn1j9eWlrK1atXyc3NJScnh5ycHM6fP8/x48cpLi4mp9STnFJPjt0ynq7pCPSuqxdMsYFVRAVUE+VfTahvDSpA46GlR0glPUIqm1xLSZVbQ/FU7ElWiSdZpZ5m+zlptVoOHz5c33dHrVbTu3dvunfvTlxcXP3PFhsbS2RkZIPV8JUrV7b697djxw7eeOMNnn/+eZuON5deB7YJJBBpa5WVlfztb38zO2blypX8+te/tun85rBUIKlUKl599dV6of7rX/8aX19fPvroI+rqGq5833fffezfv9+s+YQxOTk5HDlypM0MNlJTU81a8nft2rXZCITxRPGkfusOmFpbDkGIHAB/mjrUKcQgUqSuAc8DxhWBq4GHAwOZPn06ycnJZq+rMefPn+fnP/85//znP+1e/9cazp8/zwMPPGD1cQ899BCLFy9m5cqVJuvH5s2bx09/+lN7XKIBbY1B9DQWQZWZYltnZQTVIwC8wszcQg3ixyMAVJZFAC8j5Fe0ied8MIgjEAIJwLgldF/9tnENkg5DQ+M8TEc3XRK1Bwx9E/Xeh4iJyON3U6/zUnJ3iipbLykuX77cJnPXdk+xGzRokNlVprbk2rVrnDt3rkFebW5uLrW1tU3+ECEhIU5bpOnh4cGcOXPYsmUL6enpTD11Ct/KSjYPHsyViAi+mDSJJampUFbG2rVrSUxMdKoPdonEFfDz82PgwIFNHlfqmy5fvsylS5e4cuUKly5d4vLly5SWllJU6U5RpTtnshpmsivpepH+1UT7VxPpX01UgNgqfZz8verw96pgYJyWqsqGX7MlVW5klXiSU+pBdqnYZum3BeXCLAKEYFIiYY1xd3cnOjqa4OBgdDqd3T6XV69ezZ133kl8fLzVx9o7gqRw3333odFomjSzVFi7di2PP/64zZEvU1gikDw9PVm2bFmDxriKTfmSJUtITk7m+PHj1NbWMmPGDGbOnMmf/vQniwQSwLFjx9pMIH311Vdmnxs7dqzZ58CQlgSG6FAQpieOxt/OgSaeb/C6CIGkiKMewBVEOhTAc889R11dHVu2bGnhTAaU4vHPP//cKUyQDh8+zBNPPGH1cVOmTGHJkiWo1Wr++9//8vHHH3PhwgXUajWDBg1i0qRJ9O7d27aLqimB8hviVnHTsF9+AyqzEV6EFuCmAe8o8I4E7wjzIsjNfv+36K9OqSWyZLakjFEq1QIwiKYyRFRJqQTPwPAer9Y/33IymovgFQIj3iW46idEFxXy26nX+fPmbs02aLeEixcvMnLkSDtdZOtolUDKzMwkOTmZjIwMk7nk6enprTm93fjwww955JFHTOYTm1rpcrr8WyPc3NyYOXMmKSkpnD9/ntGXLqGprubHESO4FRzM51OmcO/u3QRWVLBu3TpmzJhBt27d2vuyJRKXx7i+ybgxok6nIycnp97NThFNly9fpqysjFqtmsxSnybpeiAsySP9qhk7OJpfPjiXALdCKL9GxsX9FGRfBQziqbHDHkCtVkVumQfZpR7klHqSVSK22XoxpXxZ1dbWcv369WbrRmzlkUceYePGjQQFBVl1nLkeSOHh4VafqzFK6popM5/CwkJWrFjBPffc06rXUMjOzjZb2N+zZ08effRRamtrGT58uNm6reDgYO65554m19SnTx/R7sECjh071vIgO3D58mWTfcJARDHvuOOOBo9dQjjNKTkXOY0PwnxtUYgFYxTGAt/q9+OAZ4FfIhrP1iBS/15//XWOHz/ON998Y3E06fz586xdu5aFCxdaNN5RlJeX89xzz1FVVdXsuEcffbTeLrmuro5evXoxduzY+nmNj4+P9XUedZVQlg6lV6HsCpRd0wuiG1BjQe2dyk0vfCINIkgTZXhMEwXu/iJ9q43JxSDhLBFIkY3uR9HwvVkMKAmmpxqNzacDCSQA/164j3ybLpU/xd3tBk9MusHbO7o024y9JSxdEGoLbBZIycnJLFq0iMrKpukiCs4gNLRaLZ9//nmTgsbw8HDc3d3Jz89v8Hh+fn6LUZdly5bVrz4mJia2WS2SglqtZsqUKWg0Go4dO8ag69fxqa7mhzFjyPPz47MpU7hnzx7CS0rYtGkTU6ZMsbroWSKRWIZKpSIiIoKIiIgGq+c6nY6ioiLc3Nzw9/envLycPXv2sGvXLm7duoVWq8Xf35+xY8dy5513NnCgjB4LeUdS+e6zd8m9dowwnyoi/KuJ8Kshwq+aMD+Rtueu1hHlL1L5xPpkQ0qq3Mgu9SS3zIPcMg/yytzr93NLPaisbf2quBLxiImJqXdV69+/f7P1MMXFxWRlZZl8rjXRIwWVSsWiRYvMptr94x//IDEx0S59N5oTJgkJCa1yBLPmc/v48eNotVqHGwuYqkdTSEhIIDrakKh0FPgZounmB/rHrBFIxn+dliJIIxEirBT4Ew0nsoUIkQaGJqfTp0/nmWeeaeGsgq1bt7a7QFL6gjXH3XffXW+oYhM1xVBySYig0qtQdhVKr0ClBVk1niHgEweaWLH10W81MSLyY2G6W1tjnPIZbnaUgcYCKZKG781CDALpTKOxeYhUUBAmD6WAjXE75yF0JN6jXqf78T/SpUsti+6ZzVsbNaxcucqm0zWXem0PkpOT6xdHWmrsbbNAeuaZZ7j99ttZunQpsbGxTdIVdDpdm7vqmGLjxo0MHDiwiYuNh4cHo0aN4vjx4/WPFRUVkZ6e3sD9yhTtUYPUGJVKxZgxY9BoNOzbt49eWVn1vZKKNRo+nzyZJXv3EqdvbllRUcGQIUPa9Zolks6ESqVqEAnx8fFh5syZzdY3GjNw2HgGDhtPcXExqamppKSk8O2ePZSVlaFW6QjxqSHSv4Zwv2oi/cQ2wq+GcL8afD1FPYsSfeoV2jT6BFBeo9YLJ48Gwim3zIO8cg+KKy133rt16xYrVqxgxYoVuLm5ERsbS7du3YiOjiYkJAS1Ws2VK1c4d+5ck75RxthDIAHMnTuXv//97ya/BMvLy3nggQf4z3/+02o3vuas24cNG9aqc1vzuygrK2P06NH89a9/ZcqUKa16XXNcvHix2cjLvffe2+B+CqLu4ihiIhpGwxQ7BXPix9jqoaVvXB/gE0Rj2T4Y7MNBpNk1nvxa42x3+PBhqqur7ZqWaQ07d+7kiy++aHGcpZ8t6LRQfh2Kz0PJBSg5L/arTP11jPAMBb8e4NsNfLoIEaTRiyGjhqmORIewePcAWiEF68nTb/0QjWJbwpRA8kU0lq2jYR2SqQgSiJ/h54j/hc8B+3zitSMxs1FVZuF+/j3cc5K5Z8gYVq60reLq0qVL5OTk8N///pfdu3fj6+vLnDlzuPvuu+2y+GMc1CguLnZMDdK1a9c4ePBgs313nn32WVtPbzXvvfceqampTXKjP/jgA37+85+bPOZ3v/sdS5cu5dlnnyU0NJT33nuvfmXJVRg8eDDe3t7s3LmTuPx8HkxJ4esJEyjWaPhy4kQW799P76ws9u/fT0VFBWPGjHGKyJ5EIrGMgIAAZs+ezezZs6murubgwYNs3bqVnTt3ciqzkKbdO8DXs44wX1H3FO5XQ5iv4RbqW4O3u0gq8fHQ0jWoiq5BIm3Hx9cHL09PfHx8qKgoIiunkLxyj6YiqkzUP+WXu1OrbfqlVVdXx7Vr12xqhGovgRQYGMjdd9/N559/bvL5rKws7rnnHv785z8zaZJtBrx5eXls3LjR5HNqtZrBgwfbdF6FkJAQRo4cycGDBy0+5re//S3/+te/GDFiRKte2xT/93//Z7bNRt++fRk6dGiDx44Y7R8EZuO4CBIYVudBmD54Imo/Ck2MtUYYV1VVtWmNl0JFRQVvv/12g95k5pg1a1aT3z8gegOV34CiU1B0UmxLLoi0OZOoheDx7QF+3cG3u14UdQeP9nfHzUCIChC9hVq3vGEQSOZ9FxsSjpj2K/8Fkfr7gQgBVKh/XIvpCBL6MUpS7jrgKSuu12np8RBU5UH6l3RX7+WuYUV8d8T6CH15eXmTJsWnT58mKyuLp556yk4Xaxk2C6R+/fqZ7IhrjL1yvEF8UMyZM4fMzEwyMzNJSEjgzjvvZOnSpYAQbGfPnm1wTHZ2NkePHjXbEXrx4sVkZmYyc+ZMvL29CQoKYs2aNU7b+8Acffr0wdvbmy1bthBeUsJDO3fy9YQJ5Pr78924ccw7dIhB169z/PhxKisrmTx5ssv9jBKJRBT6jx8/nvHjx/Pcc89x9epVTp06xalTpzh9+jTp6emUlZVRVu1GWbUb6QWmbL91+Hpq6wVTdBDMnT6CkQNiUVVmQkUG1BQSGBhIREQk169fJ6qsafqeQkmVG/nlHuSXu5NfLoRTXqP71XWWf97YMx34pz/9KevWrWuSSq1QXl7Ob3/7W5588knuv/9+qxePvvrqK7NpGv3798fXt6l4tZalS5fy5JNPWtVn6d133+Wzzz5r9Wsbc/ToUXbu3Gn2+Z///OcNfn+VNJwgpmG9QLKmBqkxKoTAysKwcm+Mta0w9u7dS69evfD09MTPz/GVJBcvXuSZZ56xaJHh2WefNdR+1ZRC4XEhhgpPiq25OiGPAPC/Dfz7GLZ+Pe1uhGBPCo32r9H2AskdEQlV3sdKRCmIhgLpKoYopmIYoryW8f/AJuBJzDs0ugwqFfR7GmpLcbu5hofGV1JckU/yWfs40n399dcN2vK0BSqdJV1XTbBjxw6+/PJL3njjDbN53DExMS7TldoSiouLCQwM5Fe/+lWb9kGylKysLDZu3EhVVRXlnp58M348t/R/mxknTjBGn9vZtWtXZsyY0WY9MyQSSdug0+koKSnhxo0b3Lhxg5s3b9bfsrKyKC4uprKyEjc3NyIjIxk3bhz3339/014vtRV6G94M6spvcXjPOgpuncHfvYS60hsE+9RalTxRVu1GnpFgyi8X9VAFFYZtVa0aT09PUlJS7PrZtHbtWl566aUWx40ePZqf/exnDBkyxKIFpOLiYubPn09paanJ519++WVuv/12q6/XFNnZ2axZs4acnBxGjhzJH//4xya24I1Zs2ZNq9MHQTRv/OabbzhzpvF6uIEBAwbwySefNBBIhxFpRAoxiMawC4EbiLinIrt/A9xn4rzXgMX6/T8Ad5gY0xwPIkTab4F7TTw/bdo0q4Sngq+vL8OGDePRRx9tdZTQmKNHj7Jq1Sp2795NYWFhi+N79OjBV5/9C/eSk5B/CPIPQ/E5TDrHeQRC4AAIGggB8UIMeUe0izGCOWqAV4AuiNo1UxzAkFr3DLCkla/5JsLcYxZgvoNaQ36CwaL+X8AIxHv9sP7aHgX+CGxEWIcPA9YDi4DngD2AcaOBD4Chtv8IzoVOC8eWUXsjmRs3rvPe9iB2Xgqyy6n/9Kc/MX/+fLucS+mD9P7771NUVGSybMbibyFja1KFa9euERMTQ69evQgLC2vypWJu1c7VcYYaJFNERkbWN5SlrIz7d+3ihzFjuBwZyZZBgyjz8mLqqVNcu3aNdevWMXv2bLy8mm/uJZFIXAeVSkVAQAD9+/enf//+tp/IXSPSavx64AaM6nZn/VPl5eV8/vmnbFj1X7y0hQT71BDqU0uwTw0hPrWE+tYQrKklxKcGtX7u5etZh69nXX0qnynKa9R4B3bB/civwSscvMPF1ivMaD9U9OCwgrlz57J9+3ZSUlKaHXfgwAEOHDhAZGQkCxYsYOTIkURERODr68vVq1fJy8vDz8+Prl274u/vz2OPPWZWHEVFRTFr1iyrrrM5IiIiGvSo+e677+r7X5lj+/bt3H///a163U8++YS///3vLY77n//5nybRt6P6bQDC2euW/qZUuQxFTBTBfHTIeFXfkhS7xihLtwVmnh8zZgybN2+2+rxlZWXs3r2bAwcO8M4775itt87OzubGjRt07drV5Mp3dXU1K1eu5MSJE2ZTNRujQkevsAqGd6ngpwujcN+ZSJMmqioPCOwHgQMNokgT61RiSOHfwDbgXURT1fX6xxdi2jShxGjfHp6cikmDpREkEFGjk0b7YHh/FiHSSZW/5lJEU1kwHUECEUUaasXrOzUqNQx+Bffacrq5pfLy3RX8a18YX25rfavcAwcO2E0g2bUPUkpKiskOy1FRUSKlw0QKRksrXBL7ExISwvz581m/fj1FRUUs2buXtSNHcioujr19+lDu5cXtR46QlZVV31C2LdIFJBJJx8DHx4df/OJxHnzwYVJSUjh9+jTHjx8n+cjJBuNU6AjwriPEp4YQ31pCNIZtsE8toT5i664Wk7tgfw+6xXlBnmkL6Xo8gw3CyVhIeRs95hkCauHQp1aref3113nttdda7JwOIhL/73//m3//+9+2/YKA+++/36ER+tGjR7cokLZu3WqRQNLpdA3Ezfnz5/n6669Zs2aNRdcycuRIkwLhqH47BzEBLEBMhJWExBG0LJB8MAisxsXxlqCct9DM8zNnzrRJIClUV1fz3HPP8Yc//IETJ05QVlZGTEwMOp2OlJSU+n5jbm5uLF68mCeffBKVSsWJEyfIycnh3XffJS8vr4VXEQsMQ2NLGRJTyqDoMgI0EBsbg59bphig9oSgwRAyHEJGCGHk5vyLnzrgv4hUtNUIVzeFNMBU/NVYIFlf4dgUa1PsoOF7UYm9B+m3BYioFAhnxVkYBJESMmhshbEZ+B0iza5DNJNVe8Cwv6A6+AS+BYf59dQ8snM92HK8plWnPXDgAFqtlgMHDrBmzRoKCwsZPXo0999/f7N+CLZicYpddHS01Q1UbTnGmXH2FDtjKioq2LhxIzk5OWiBLYMHk9ZL9IO+LSODRWlpeNTV4evry+zZswkNtebjQSKRSBpy9epV9u7dy5UrV0hPT+fatWsmbYk9PT0JCwujtrYWfz9fRg29jYkj+zBqUDfcavKhKgcqc8S2Kldsq83FAMyhFo0MvRTxJITT2St5vP/Rt9zMqaaw0p2SSrf6Rrv2IjAwkB9//BGNRmPX8xpTXFxMUlKSyYVJY9555x0mTpxo8rm6ujr++c9/sm7dOmpqavDz80OlUlllrKFWq/n666/p2bNng8drgemIFLrXEcJoE9AL0RcJhOPcT/T7nwHm4p37EfUbd2P9xPEdxAQ8AXjLxPM6nY63336bL7/80sozOx5v9zpGdCllTNdiBsWU4aYSUzVfX19iYmLwCBkA4RMgbKxeEDlv3ZA5soC5+v0hCPGsJHLOA140cczniGgTCFOOlu0rmmchIuXzBSDJwmO+BP6GqJHbpH/s74j3dAQGAfQt0BMRFfsTIt1uLSKVbwUwEEMkagPiff4cIuq0wLYfx7moLYMDj0PxacrKq3hxtQ/bT4nASVRUFNXV1VZnmiUlJTVZ6Bo9ejT/+7//y4YNGzh9+jRxcXEkJiY2W69kSYqdxQLp888/58EHH7TqB0lOTnZqEWEtikAy98t0Nmpqati0aRM3b95EB6T27csOfdpNbH4+S/buxae6Gg8PD2bNmmWV7alEIpG0RFVVFXl5efV1Ht7e3sTFxVkfXdHWCIekevGU20hI6R+zoGllVXU1169dp7q6Gh1QVOlOUYU7hRXuFFW6Uajs1z8mtpYaTdgzT745zp8/z6uvvsrp06ebHffzn/+cn/3sZ6hUKo4fP87mzZu5cuUK+/bta/U1PPDAA02cpbIQk7yjCEGzHhEN+JPRGG9gB3AnImqwBhEtsjefAu8hJt8fNjPu2rVrnDhxgujoaPr168fChQvbpUTATa1jRFwJ47sXMSimDA+1YXpWVeeGR/QU+k/5KerwCUL0uzipCIMCMJgUKNVTEQiHt8ai+P8w/C3d9OdoTTe3SUAFwjp8vIXHXAYeRkRHl+kf+y9CkCsoNXcgRP6vEK6Ke4Cngd2IujjFd/lT/fgfgFGIn9MYLUJwdQPGIaKi2xELEU49G60pFiKp5Bxa3Djh9gA1weOIj4/n0qVL/PKXv2yxH5EtRERE8P7779OjR4/6x6qrq3Fzc8PNTbxjWprT22zS8K9//Ytf/OIXJp9744032LdvH6+//jp9+/a15fROiasJJBCrhDt27KjvTnysWzfWDxuGVqUipLSUe/bsIbi8HLVaTUJCAr17u3zbMolE0lmpqzIhnnIbCqnKHOqqS8nMyqSosKjlc+qprFUbxFOlIqLc6u8XVbgzYnwiy158E5W69Q14LWXfvn31bq7N0bNnz2b7T1lLTEwMX3/9NT4+BmmjQ5gtXEBMbJciJpKViFQjxdVLWfmvRkSbHNVBZw3wMtZHGrZt28Zzzz1HTU3rUoIsJcq/ioTehUzqWYS/l6E0obJWzZEbfhzOCOWBp95n3ATH9LdqL74A3m70mLGF9g8IQbAaw9/yC4RQUFiJMHWwhXJgsn7/S0T/LEuppWGNylrA2AomEfizfv8CBpOQnQhDh3OItLoPEGLnL8AqhICK0+8bswF4HvBHRGTf1l/zQxhEptNiJJJQucOwv0CEaK1w8uRJPvvsMy5dukSfPn1ISkoiNDS01fWTADNmzOC1115j9+7dfPHFFxw7dgwPD4/6JtE1NTXNzultTpJ+6aWXzAqkRYsWUV1dzSOPPEJqaqqtLyGxA25ubkybNg1vb29OnTrFkPR0fCsrWTFmDPl+fnyakMDdqalEFxaybds2ysrKGDx4sOyVJJFIXA83L9HDxaf5aLhbbTmxVblkpCazZd3XFOdcIdC7liBNLYEasQ3yrsXfu65+BdvbXUuUfzVR/qZXOz29POnRYzuqTeOEmYRXqGis6RWmvx9Wv1/uFcYOr1AmuHnbZD5gzMiRIwkICGjRjc2e4ig+Pp7ly5c3EEcgokEX9PtvAIq1kzdiwrhSf1+JfXhiWXNOW1FMGgqtPG7atGl8/fXXJCcnc/HiRTIzM3F3d+f8+fNUVprrH2QtOvpHlnN7/zwGRxtSJet0Kg7f8GPv1QCO3fKja/fb+OOf/sigQYPs9LrOwyUTjw1CRCGzEJGXPISzHQgR0tgW5Tq2CyTj6i9riwwaT56DGt03/msZnzsPQ01SOCJSVohIy8vSP56FiBgZx6y/029LEL+DdP39TOsuu33wCIDR/wcHfimaEh95Ri+SJjJw4EDefPPNBsO1Wi3BwcEUFFibWt2QLVu2kJWVVV8LCCKzau3ataSnpzd53cbYHEGypL4oKiqKzEyX+PNZhCvVIDVGp9Nx7NgxDhw4AMCtoCC+HT+eMi8vPGtrWbx/P72yRebswIEDGTdunBRJEomkU3Djxg3WrVvHDz/80CC1Sq3S4e9VJwSTprZeRBkLqUDvWuLCvekWF4WHh2Vrjjn6m5+7L109G4qnBltPRWgFCXcoM7TWVMJSHnroIe68806z9uHnMdh176RhC+PjCPtjEP2QXnXURRpxEkOd0z5asSJsxGuvvcYPP/xg8/EqdIzqWsK8/nl0DzGIrcwST3ZcDOJkfjfm3fEQY8eOxdPTk549e3bYvoWPACcQtTzKf93DCKODNYg0tRoMguJOhHjYZXSO3wG2dtw8BjyGECL7aF0vIuP3NzSsq9MCY/XbfwK/1D/+kf62GxEJWoFBACZjEFZngQeMzv0DIo31LCLd7r1WXHebUl0EaY8LkaTygOFviTo6EyxbtoxNmzaZfM4eFBcXExISwv79++0TQXr55Zfr98vKynjllVdMdtWura3l9OnTVjdicxWc1ea7OVQqFUOHDsXX15edO3cSU1jIwzt38tWECRT4+vLt+PHMPXyYwdeucfLkScrLy5k6dWp9rqZEIpF0VOLi4vjFL37Bo48+ypkzZ7h+/To5OTnk5ubWL4xFRkZSXV1Nbm4uuaWlFHt6ounTh55jx9K1Sxeoq9Cn9+Xq66X02+q8ho9VF1CtTyKqqy0ThczlLRkjqBtFocIaiKpHFo2iJOcC367eRp3W/gtbarWaxx57rEkz2MYoy6F+NBRHIFbUuyFWvqPsfoWmMe7QmItI37LFDc+Y3/3ud+Tk5LRoG2+KAVFl3D00u4EwOpXpy/ozIQye9nN+8frdhIeH4+npeoYL1qJD1PIA3IXoJwQwHKhDCKTGXTSLaehiB61zslMiSEG0vlFrkNG+J3Cb0X01hkay540eVyJIIBrLGkfHMjEIJOOUQhDXrVx749+HU+MZCKP+zyCSDv8Ohv8VwptWfy1cuNChAikgIICqKvNtJ8DKCJLxKoZKpTIpjhRCQ0P5z3/+w8KFCy09vdPjijVIprhx4wabN2+mpqaGMi8vvh03rr6hbMLp04w/dw4VIko4a9Ys2StJIpFI7IW2jj9WF3CmKpe46jzebSCoGu1rm/8Cb0x5eTmXr+eRkV8j6qX0tVKmblW1pqeEKpWK/v37c8cdd9C7d28KCgro16+fRU6n3yIsjm/DUHxuzHHga0STzNYKFUswrjHpj+iz83fEan5rqK2t5U9/+lOTCZxareb555/Hy8uL6upqYmNj8fDw4O+vPc3UmGMMMkql25cewJHCQfjHjuThhx/uUPXalmDsYLcC+A8icvQ3hMA4irC/Po0QUyeB0QhhcAmD/XtrIijK+7UPop6nNRRjSCkdjIgMGXMvIv30dgy9nvYiIk3/hxBQhUbj38DgBDkTgz0+CBe85xFCsjvwfSuvvc2pLtSLpAvCon7YWyZFUmujtS1RV1fH0aNH7RNBunLlCiDStUaPHk1aWprJcb6+vs3a67k6y5Ytc7kUO2Pi4uJISkoSjenKy7l/1y5Wjh7NxagodvTvT4m3N7OOHSMjI0P2SpJIJBJ7onYjwzuMdO8w0hEToMbRFgB0OqgrbySeTN3yoEaYTfj4+BB/mzcBN26abWKrUFWrprDSYDTRd/AEQmL6EttjMH6h3UV6n3cYePRrNr3PGCWCZC5CNFh/ays0iMl2NWKiDXCY1gskd3d3Xn31VSZNmsSXX35JbW0tw4cP5/HHH2/4Xamthcuf8P4DReTleFNYVMXZnECuaxZy7wsv8mhISCuvxHVRokeeCFOCVxo9PxRD89TvEQIpH0PEJB6DBbytvYNs6YFkDj9EpEiL6fe48pdWmsYGAx4YmuEWNhqv/C/tQbx/vRGLCumI351i5eFSESQFzyCjSNIFOPzb+pokY/7whz8wffp0vv/+e3bt2mVX05Ti4mIKCwubHWOVQOrWrVv9/lNPPdXgfmfCFVPsGhMWFsaCBQvYsGEDhYWF3LVvHxuGDuVo9+4c6tmTUm9vFqSlUVBQwOrVq5kzZw4hnfjDXCKRSOyF8aTmBmAydqBSgbuvuPl2bf6EddVQnQ9VubhV5RI3IJtzx1M5c3QX1SUZBHhWEaipJSLQDR+NN7W1tbhXVeLtUU23MC9iYsLw9k4H0uHKJjHrrL8ONyOziTB9T6lGN32tVIZaTCmiW/XbsR8qxEQ0y+ixltuyWoZarWbOnDnMmTPH9IDi83DiJSg5h5sKInqOJaLfb+kTNsZOV+DaKAKpOy2ntykzj3yEIyIIS+79CCFxFiGYrMWeAkmNSJfLxCDsjFEipsq/VnijxxujVPhv12/HI372dBqm6bmkQAIjkfQ/euOG38GwNyFicoNho0ePZvTo0dTU1JCVlYVKpeLOO+9stVgKCAjA19fXZK8+BZtrFpctW9byIIlT4+/vz/z580lOTiYrK4vbjxzBv6KCXfHxnIuJ4ctJk1iSmgplZaxZs4ZZs2aZLc6VSCQSiWUY+81dx4xAsgY3T9BEiRtishbfbQnxSSKNpKCgAI1Gg6+PRqS3VOVSV5GFtjwbD21R09Q+4/Q+XR1UZYtbCzzgGcxkrwi6eUeAdwR4R4qtVwRoIsXW3XENdE0RgmMEkll0Okj/Gs69I353qKHnT6DXT12ymaujUBzsejY7ShCk3xZi6JM0GPF/cw7RL6m9BRIIm+9TGNI6jZmDqKtSClMUgRRhYiwIoVWNiCABTAUO6PeNBVK1/uaS76wGIukcHPk9DH0dIqc2Gerh4UFcXBwAw4YNqzcccyStNnUpKiqqbzwH0KNHD2bOnElgYGvNSyVtgbe3N3PnzmXbtm1cvXqVyWfP4l9ZycahQ7kREsKnCQncs2cPQeXlbNiwgYSEBHr16tXely2RSCQuS+MIkiNxc3NrmPLuFQJeIbgF9DHfYFOnE+YRVbnCZKLSRGqfYj5h1JzXo7qAbtUFxJacM39B7v4G8eQVbhBOxoLK3U9E0OxAcKP7DhVIddVw6lW4pa8y8esFg16EQFum7x0XHSL6Awant+ZQIkhao8f8gXkIgbQRUdfmgegXtB34Iy03ULW3QBqhv5liJIY6ODAIo8YCSekDlYn4HZUjGuFOxCAqG3tDl2L4HbkcnoHCAjxtKRSfhiPPwtDlEDXD7CEDBw60WiCp1Wo++OADHn/8caqqqvD09OTXv/4199xj3gOxVQLp7bff5vnnn6eioqLesEGlUqHRaHjppZf47W9/25rTOy2uXoPUGHd3d2bOnMmePXs4ffo0w65exa+ykpWjR5Pn58enU6Zwd2oqUUVFbN26lbKyMgYNGiRtwCUSicRKqgFj64Xr7XUhzaFSgYefuNG9+bF11VCVS01VLn+ryiWkMptfVWUTWJkFldmGm06fElNbAqUlUGqqC44eN01DEaUIp3oRFQkegRaJqKBG9x0mkGpK4chvIf+QuB87H/r/Pxk1MsFZDFE9U9GWxpia/Psj7OLfQUSWUoEpCMODW8BAhHV2c+Tqt21RMa9CWM4/o7+vRJB8EY2SlSbKtyEiRJkY0utGIX5ec0LOpQUSiD5Jo96Hg0uh6BQcXQZDtBA9y+TwIUOGWP0SI0eOZPDgwbzwwgu8++67LFiwgF27djV7jM0C6f333+e3v/0tw4YN4/bbbyc6OhqdTkdGRgY//vgjzzzzDN7e3vzqV7+y9SWclo5Qg9QYlUrFhAkT8PX1JS0tjdsyM7l/1y6+HTeOUm9vPp88mTv37aNHTg779u2jpKSE8ePHS5EkkUgkVtC4ZsDRESSH4+YJPjFk+cRwUP/QU43H6HRQU6gXS8bCSb9fpd+v01eY1FVAWbq4mX1db/COAk20uHlH6e/rH/OKALUbU4GtCCewHxF1LI2bcLaammI48LhIE0IF8b+DrkvsFgXraOzQb3sjDBpawtgAQcEfkVY2AUhB9A2aiCG6kkbLAqlIvw2y4BrsQQIipfAy4mdXiMRQmzQEIZAKEe9bEOl10LxAcnk8/GHk+3DoSSg8Dsf+KExOYm9vMnT06NFERESQnd1y2q/C+PHCJW/WrFlMmjQJjUZDcXEx77//vtljbBZIb7/9Nu+++y5PPPFEk+deffVV3n33Xd5+++0OKZA6KiqVimHDhuHr60tKSgqxBQWiV9LEiRT6+PD1hAn1vZJOnTpFaWkp06ZNw8PDo70vXSKRdDJSgIPAzxCTJVehuNF9lxdIepSJqTsmVuRVKvAMFrcAMxVXOh3UljYVThVZUJVjeKxWLzHrKqHsqriZRA3e4UzVRLPbO4p8TTTl3lHkaqIp1UQR4B0F7j6t/KmB2nI49GshjlTuMPgViJ7Z+vN2YHbotwkWjlcjUiWV6J8nhpqbcYjPgouIiJAioo7QfG1OLYZIblt59KqBfyCa404xejwcg0AaCnyn3y9DRJeUd5M5geSyRg2N8fCDkX8XIqngKJx4AdBC7LyGwzw8+Otf/8rSpUspKioyearGKAIJQKOxrA7SZoFUWFhoUhwpPPnkk/z5z3+29fROTUdLsWtMnz590Gg0bNmyhZCyMn6yYwffjB9PRlAQa0eMoNDHh0lnz5Kens6PP/5IYmIiPj52+KKRSCQSC9ACLyLExhngfVynSLnxZCYbFy6yNkJx3YrAxuiMSiVWkT38wb+ZOtfacqjMhIpMw7YiAyoz9I9lI94hWr2oykKFiBL8RH+K+s5+HoGgiQWfOP0tVn8/VqTxtWRvXlct3LcKT4ifeujrEJlgy0/fabiOoZamaSm+eUIwCCRjQROr397C8B4E4fh2EtF41hTGUZe2bGISRtOf29jJrh8Ga3qAhRhqqTp0BEnB3QdG/C8cegoKDgsnSF0dxC1oMCw+Pp4vvviCZ555htOnT5s+l56IiAh69OjR4LHk5GTWrl3b/KXY9AMAkZGRlJeXm50Yl5WVER3d0Ozz2rVrdO3agl2pC9ARU+wa06VLF+bNmyd6JVVU8EBKSn2vpF3x8RT6+jL38GFycnJYvXo1s2fPJji4cTmsRCKR2J+zGCIxRxBNE99ov8uxCuW6lZQhHXAT6GH2CNdAiSA53OLb3Qf8eoqbKbR617164SSElLoig8yKTEIqM6itqxQiqaZI3IpNTLBUbqCJMQimeiEVK1L4UIsV7jx9sfigF6U4agYdsAn4t/5+FKJBq6UYzy5MCaRKDAYICgdwPoFkCmOjhij97RriM+I+o+fM1Rl1mAiSgrsPjHgXDv8G8tPg5CtCJHVZ3GBYVFQUH330Edu2bWPHjh1NGjcrzJ49u0k5SGJiIuPGjXNMit2TTz7Jr371K/7xj380CVdVVFTw61//mj/+8Y8NHh87diy3bt2y9SUlbUx4eDgLFy5k/fr1FBUVcde+fWwaPJhDPXtyomtXSjQa7ti/H0pKWL16tbQBl0gkbYJS66IBKhC5+umAK3TmUyYzkYgaiHJEml1HEUjmmsS2GWo3Q10Sw+ofVgF/AzJ1Ol6rKWJmRYYQUOU3oOImlN8U24pbYjKmq4Py6+LWkrND/2dN1kpIBNeBVwG9fQVq4OdY19zVWCAZp9QaC/KDNOQA8Esz53NGgRSEiG52RQik2TT8f/JHOPU17gDUoSJICu4aGPG2aCKbtx9OLRf/k13vajjM3Z1Zs2Yxa9Ysli5dys9+9jOysgzG/rGxsfzkJz+x7RJsvfZ9+/aRnJxMXFwco0aNIjJSBAmzsrJIS0sjIiICnU7Hhg0b6o+xNFdQ4jz4+/uzcOFCkpOTyczMJPHYMYLKytg6aBBXw8P5bPJk7k5NJbCigvXr1zNlyhRuu+229r5siUTSgVEMXpOAVYh0lExcSyD562/ncVInOytR0pucpUmsKUKBTJWKLM8g0YPFlP22Tp+aV64XS40FVHWB0WA19FnaZNImMVAKPIYwxwAx6f8Z1v+vGkdPjAWSJ0JgZANH9Y+FIjTtSUQdj6+Z6wIhONo7vXU8QggpRRtLEWYODzcap0L/Htbf90X8fB0ugqTg5g3D/yb6I+Wmwuk3RIS4u2lr7piYGD799FPWrFnDpUuX6NWrF/fcc4/NJSA2C6RPP/20ft9UWKugoIBz5xr2QugojmcdvQapMV5eXsydO5cdO3Zw6dIlxl68SGB5OWtGjiQnIIBPEhJYsncv0YWFbN++nZKSEoYNG9Zh/t4SicR5qEGk1QGMRjRSvAmY74fuXCgpdgGIAuzzGOyGXRnl92+u8aUzoNRw5Bs9dgsRnajPg1GpjSJQJlBqoHQ6IbK87NVFp2NyDPH79gTeRVhW24K5CBJADEIgKf9bM4FvECmsFxHOcI1RBFJ7R49ALCr8aHS/N/CkmbEhGARSN0RaYYcVSABuXjDsLTj6DOTshrNvAVrofp/J4WFhYTz66KMtntaSGiSbnS4jIyPRarVW3SIinPmj03KWL1/eacSRgpubG9OmTWPo0KEAxN+6xf27d+NTVVVvA34hSgSDDx48SEpKClqttpkzSiQSifWcQLhPqRH1BUo/EVcUSIrbW0cQSEpcxZn7sTT+fV8AFiBW7C1GqYHy7yXFkQWc0m/7Yrs4guYFUmyj+90w/K2zMI0ikExFl5wZY4fI7vpth0yxM8bNE4a+CeH6rlln/waXP2vVKRMTE1m+fHmzY2wWSM052NnzGInzoFKpGD16NJMmTUKlUhGXn8/DO3cSUlpKjZsb348dyyG9U8i5c+fYsGED1dXVLZxVIpFILCdNv+2HEBmuJpCMU+yU6bWrCyQthp4yzmzVo/y+lZKi/QjzgPPtczmdgjP6bf9WnsdYeDeO+jQWSFEYnOEyMY0zRZCsQfk9+GAQSx1eIIEQScPegMhp4v75/4VLHzn0JW0WSMuWLQPg8OHDvPbaa/zmN78B4MaNGxw9erTZYySuTXx8PLNnz8bDw4OQsjIe3rmTLnl5aFUqNg4dytaBA9ECN2/eZM2aNZSWdop/X4lE4iCuIcwMdBiaJ47UbxWB5Coiw1ggdZQIUiHibwPOLZCUyaUikJQigAqgru0vp8OjwxBBGtDKc1kTQYrCkOrZUgTJ1QRSqNFW+T106BQ7Y9QeMGQ5RM0Q9y/8Ay7+x3EvZ+uBdXV1PPjgg4waNYrnnnuODz74ABCT4jFjxvDAAw9QU9PYa6NjsGzZMpKTk9v7MtqVLl26MH/+fHx9ffGprua+3bvpf0O0PNx3222sHD2aGrWa/Px8Vq1aRW6uq08BJBJJe3AcuAN4FNiN6EIPoLQOVESGq0SQOmKKnbFtgTOn2DWOIBlXSZe18bV0BrIx1Hs5MoLU2DtXscqGjieQlDbLt2EQSJ1qCVrtDoP/DFGzxP2L/4IL/xQ1gVaQnJzcYtDGZoH05ptvsnbtWpYtW8YPP/xQb/U9ZswYrl+/TmZmJm+99ZatpzdJbm4u99xzT5OGT+ZIS0sjMTGRCRMmMGzYMBITExtM1PPy8njooYcYMWIEkydPZtKkSaSmprZ43s5Yg2SK0NBQFi5cSGhoKO5aLQvS0hh3XiQrnI2N5ctJkyjz9KS8vJy1a9dy7dq1dr5iiUTiamxGrERfBJSvszEIlyfoGCl2xRgaQ7oiikByx7lrOhRBWoiISF41eq5TTTLbCKUvkQ/Curo1WBpB8kGIHiXFrqMJpATgY0SjbOXaO00ESUHtBoNfgRi9tf6lD+DC/1klkhxag/T555+zYsUKXnnlFRYtWoSbm1v9cxEREXz22Wd8/vnntp6+CSdPnuTOO+8kNDQUnQW/hDNnzrBkyRLeeecd9uzZw6FDh/D396e8vLx+zJNPPsnly5fZt28fKSkp3H333cydO5eSkk73drMZX19fkpKSiIuLQw1MO3WKOUeOoNbpuBESwmdTppDv60tNTQ3JycmcOnWqxXNKJBKJwn6j/Qr99l6jx4xT7FzBFsZUBAkaOqsplGBIXXNmlGsPwbreNm2NIkh1iFo24/eL/Na3H1sRLmyKR1g8rZhs6vFB9AgC8b9jTBgGq+5oxHuwowokNTAI8fvolBEkBbWbaM4co88luPwRnH/P6khSsy9h64HZ2dlMmzbN7PMxMTF27XsUFhZGcnIyo0ZZ5oPy4osvcu+99xIfL/ocqNVqvv/+e7p2NaxjHDt2jAkTJuDh4QHAtGnTKCwsbGJP3hiZYtcQT09PZs+eTd++Ivg7/OpV7tq7F8/aWvL9/PgkIYHrISHodDr27NlDamqqRSJXIpF0brIxpNQpKTZxiL4hCopAqsVgFODMGEeQjNOGGqfZpQLTgLfb4qJaSaF+G9SO12AJxr/vxrkinXKS6SA+RPx+U/T3W1t/BEL0LAVmYKg/VFBj6L+lpNYpAikf09FZVxVIxijXXoYQ+51uVqVSw6A/QewCcf/KZ3DuHYtEkkNT7Nzd3ZutK7F3OlVUVBReXl4tDwR0Oh0bN27E39+fJUuWMH78eBYsWNDEPGLx4sVs3LixXsh9/fXXhIeH10/0zSFT7JqiVquZPHlyvYDtnZXFgykp+FVWUuHpyZcTJ3IqLg4Q0cDk5OQOW6MmkUjsg9IQNgD4J0Iw/JGGX1zhRvvOnmZXh0jtAvEzeWJYDc9rNHYvYsKzo02urHUYR5CcGQ0GEbeh0XNSINmPW43um2jHaxP3Aq9jurGrkmbXWCCB6c+FjiCQlAiSDtGMdzIiDflEu11RO6BSw8DnoMticf/qF3D6ddFQthkcmmI3e/ZslixZQnp6epPnDh48yJIlS5g7d66tp28Vubm5FBcX89Zbb/HCCy+QmprK/PnzmTBhAtevG3qWv/zyy0ydOpVu3bpx2223sXr1anbs2IG/f+MMV4klqFQqhg0bxrRp03BzcyOqqIhHduwgoriYWjc3Vo0aRUq/fugQAlo63EkkkuZQ0utGI2qO3qTp6rGP/gbOb3ZgnMalfMuYM2pQlhhvYUjLc1aUGiRndrBTUNpLljd6XKbY2YdSDOJjPOJ/d2IbvO59wFBgof5+GIYJrqk0u44gkIyv/QQiBXkT8DPgUrtcUTuhUkP/P0DXJeL+9R/gyO9EU+dWYLNAWr58ORcuXKBXr1707duX/Px8xowZQ1xcHGPGjCErK4tXXnmlVRdnK1VVVQAkJSUxYIAI7j722GOEhITw8ccf14974oknSE1N5fLly1y4cIHf//733HvvveTnm8oGl1hK7969uf322/Hy8iKgooKHdu6kV5b4iNoVH8+akSOpVavJy8tj1apV5OQ4+7qvRCJpa3QYBNKYFsa6ipOdsdBpSSBdN9pvPum7/XElgfQATV3PQEaQ7IWxGHkV+AcicudoxgIfYIhWqTFEl031QupoAgnE+zoOkW78Z1yjJtNuqFQQ/3vo/XNxP2cX7HsEyq43f1wz2CyQYmJiOHjwIA8//DDZ2dlUV1eTlpZGWVkZjz76KAcOHCAyMrLlEzmA4OBgVCoVMTENPwbj4uLqI17l5eX84x//4IknniAkRCQGPPDAA5SWlvL+++83e/5ly5bxm9/8ht/85jeyFskM0dHRLFiwgICAALxqa1mydy8jL4k1jZNduvDlxIkNHO6uXLnSzlcskUiciSsYUrdaEkiu4mRnHKVQUusUgWScYlcH3DS67+wCSfk7uYJA8gR+q99XA930+1Ig2c41YAnwNQYxYmwi0F40Z9TQEQSShoaT+IXAS/r948DKtr6g9kalEgJp0Iug8oDSS7D3Qbi1ob4uKTk5uX7+3lINkntrriUyMpIPP/yQDz74gJycHHQ6HREREahU7etj4+vrS//+/cnMbLhukJOTQ5cuXQCora1Fq9Xi6dkwm9XT07PFCNLy5csJCGjsoyJpTFBQEAsXLiQ5OZmsrCwSjx8ntLSUzYMHcz00lE8TEliydy9hJSVs3ryZMWPGMHjw4HZ//0gkkvZH8bsMx/SKvzGuIpCUCJIGw5ev4qxmHEHKpGHj0rMOvq7WokSQnL0GSWEy8CeEK9oWIB0pkFrDRoSZypfAw/rHomh/R8MohFBoLJBqgUr9visLJBUNo0QzEHbqi4EViIjaYtr/79DmxM4D3x5w5PdQlQ3Hn4eMzdD3CRITE+s9BIqLi5sNiLTKefHGjRscPHiQw4cPU1NTQ2RkZLtNbt977z3uvddg/vr000+zevVqbt4U63CbNm0iIyODhx8W/74BAQFMnjyZTz/9tN4sICUlhfPnzzN79uy2/wE6KN7e3sybN4/evXsDMPLy5XqHuwJfXz6dMoUr4WJ6s3//flJSUqirkz3NJZLOjtJDxZIGk4pAug78gKF+x9kwdrBTMJVi1/j6nT2C5EopdiAmjPOBRDpxLxk7otS73MLgOhllZmxbokSQTgK/Adbo7xs3BXZlgdQYxaNZEak5GP4enY6gATDhK4jWG6rlpMDuu+HIM5C5BWormj8eGyJIZWVlvPXWW3z44Yf14kMhLi6On/3sZzz99NP4+tq3XVxFRQVz5swhMzOTzMxMEhISuPPOO1m6dCkgiv7PnjWssz322GMUFBQwa9YsQkJCcHd3Z8uWLQ2azH711Vc8++yzjB07Fh8fH8rLy/noo49adKhbtmwZSUlJ0snOQtzc3Jg6dSpBQUEcPHiQ3llZPLRzJ9+OH0+xRsPXEyYw++hRhl29yrlz5ygpKWHmzJkWuxZKJJKOhxJBssQiWBFIB/S34cC/HXFRrUTJaTCOtJgSSErWvBqxQpyOKMBui1oOa6nFEBlzFYFkjDJBlhEk2zE2BNir3zqTQDqrv+0FhtEwMuDqAikK8bky3+ixWEQt0g1gH9CrHa7LKfAMhCF/FiLp/N+h9DJkbYOsbeQXV/PyrgnNHq7SWdGQ5saNG8yePZvTp8XaXo8ePYiMjESr1ZKdnc3Vq1cBGDBgABs3biQ2NraZs7kexcXFBAYGUlRUJFPsbOTSpUvs2LGDuro6Sr28+G7cOG4Fi6/VsRcuMPXkSdSI9LzExEQCAwPb94IlEkmbU41Ig6oF/o4owG6OTQh7W4VARLNKZ+P/IVK6FiLsygEOAr8E3BATODXwV+ArhANYGsKw4iNgcNterkXkAkrOxWoMdsuuwr+A/yDq3JqvPpaYohrhUtfYEOB/gEfb/nIasA14ptFjU4CfA/fr7+8GvNvyouzMecTP8AAN7c9fQ0TTxwP/2w7X5XTotJC1HTI2Qs4eCBlBcZ8/NzuntzjFTqvVsnjxYtLT03n99dfJzs7m0qVLpKamsm/fPi5fvkxmZiavvvoqV65cYfHixbIZqKQJvXr1Yt68eWg0Gvyqqnhg1y766SOR+267jR/GjqXazY3CwkJWr15NRkZGO1+xRCJpay4ixBFYlmLXvdH9IpraODsDpqJiSgSpDkMkRkmx6wd00e87a5pdgdF+R4ggOeP7xpm5imm3NGeIIPXUb9UY7N13Ylg8cUPUobkyfRBCtHFvKGVR6RCmG+V2OlRqiJoOw/4C07YIW/AWsFggffPNN1y4cIG9e/fyzDPPEBYW1mRMREQEy5YtY/fu3Zw7d45vvvnGuh9A0imIjIxk4cKFBAcH41FXx6IDBxh/Tnz9n4+O5vPJkyn29qayspL169dz4cKFdr5iiUTSlihCIg6D21tz9AH+QsMIwE0zY9uLfEBZ7jEWSKFG+0qanZJiF4f42UCIRmdEEUieOGcKYEso9WAlwGeIyOXG9rscl8Ncvx1nEEjdgb8hzAqeRkRkQZhJgBDHHdXAYCRigl8FHLPiuFLgCB3cItzdB3xasv6xQiB9++23vPDCCwwcOLDFsUOHDuX555/n66+/tvT0LsWyZcukvXcr8ff3Z8GCBcTGxqIGpp4+zbzDh3HTaskMCuLThAQyAwOpq6tj+/btHDx4UEYkJZIOjg4hJBSBZEn0SGEqIk1KiQg4W+xZ+Zm8aFgT4IdhFfsaDS2+uyJEEjjfz6NgbNDgipNN4wjSHv3+jva5FJdEEUiN//bOIJBACN7BiOubp3+sIzjYtYQ/oMzW91lx3MuIRrPb7H5FzkVycnKLNt8WC6RDhw5x3333tTxQzwMPPMChQ4csHu9KLF++XBo02AFPT0/mzJlDfLxo7TYkPZ179+xBU11NsUbD55Mncz5KfMwePnyYbdu2SYc7iaQD8xowC/hRf98Sg4bGKOuCzhZBUgRSPCK1R0EFjNDv/0hDi+8uGH4eZxVISlMMV7H4boyxQFJ+xzJnwXIUgTTS6DEVBuMUZ2Joo/sdWSCB4XPljBXHKJHqjt6ZMjExkeXLlzc7xmKBVFVVRUREhMUvHhkZSXW1zHyUNI9arWbixImMGzcOlUpFt9xcfrJjByGlpVS7u/P92LEc6NULHcLgYe3atZSXyyxxiaQj0nhJbZgN51BMAm618lrsTXOufHfqt7sRhdUgUtbCgWj9/VuICJuz4WoW341RJsnVGFwGr2OIMkiaRxFI0zBMKMMAj/a5nGaJBoxnsfb1WnY+lM8Oa/rDKf/P0vbeCoHk5ubW8iA7HCPpfKhUKgYNGsSsWbPw8PAgpKyMn+zYQdfcXHQqFZsHD2bD0KHUqVRkZ2ezatUq8vLyWj6xRCJxKZRC+cXAm1iXYqegTAqcKYKko3mBNAExcdMi6mBApAOpMUSQqhCTlzUIC3NnqRFQPomD2vMiWoFxFEFrtO20/WOsoBzDQkR/DH14ok0Pb3dUNIwidfQIkhLFy7ZwfC0GYdQRBVIVUGPFeIv7IJWXl/P5559bVQdSUdFyIyZXRPZBcgzdunUjKSlJ1HeVlXHvnj1sGDaM4127cqRHDwp9fVl04ACUlrJ69WqmTp3aoK+VRCJxbZQv5RkYCqqtRYkgOVNK2nUMDnWmqnjdEKLwn/r73YCn9PvGtRwXgFcRE/gBCGHV3ijdB131k9jcJPkitgn0zoSxiOyBqK27ivPUH5liKKItAHR8gaREy8oQYtanhfGFRvvF5ga5GDqEjf9axHeCGpG67H75MmF/+1uzx1oskIqLi/nJT35i+UXpdKhUrliy2TLLly+XfZAcRFhYGAsXLiQ5OZnc3FzmHTpESGkpO/r350pEBJ8kJLBk715CS0vZvHkzo0aNYujQoR32vSaRdBaqMdjRtmbiYlyDpMM5jAOU6FEQ5lfXFyCiR7WIWixlMuOFcLrLQ5gHKFGOHbS/QKrAUK/jjD2aLMHce03WIbWMIo67IN6vdyPSFBe32xW1zFCj/Y4ukIzrwHIQCy/NYWzZ31EiSKtp2DRcabzdo2dPXlu+nH+8b777mcUCKSAggHfffdfii9LpdDz99NMWj5dIFHx9fUlKSmL79u1cvXqVCefOEVZczOpRo8j38+OThAQW799Pj5wc0tLSKCgoYMqUKTKlUyJxYUqN9v3NjmoZRSCVI1ZBnaHVtHF6nTnBFo5oDgtNm61GIwTSTqPHdgJ/wIo8eQdwGjHhUOO60RZP/a1xxbQUSC2jFP/H67fDgU/b6VospTei9qiMji+QghCT/FpEmp01AqkjRJCuAW/p96cjmgPXIiKflogfiwWSRqPh4Ycfturi/vCHlhsxuSIyxc7xeHh4MHPmTA4cOMCxY8fom5HBQzt38t24cRRrNHw9YQIzjx9n5OXLXLx4keLiYmbNmoWPT0tBZIlE4ozYSyAZR2hu4XwCqTkaCyOFGOAkDWsJ8oETwJDWXVqrOK7f9sY1eyAp+GFw4/NHrJ5fwHkikM5AMXAAYZutNCVVBFK/drki21AjIq+baNpguqOhRiy8ZGCZUUNHE0hvIcxWYoA/YTDlGI7e5nvt2maPt3jxKT093eqLs+UYV0DafLcNKpWKMWPGkJCQgJubG1FFRTyyfTux+floVSqShwxh45Ah0rxBIukAGKd0tGZl1weDo1p7OtnpECloNcA5/WMtdxE0jbm0vB02ns9enNBvXTW9TsH4/aakLRZhaNwrgeeA/6ffahERN8XBzpUEEoif4UNgdntfSBtgjVFDR0qx0wFH9ftP0NSx0K42356eni0PssMxEklj+vTpw9y5c9FoNPhVVfHArl0MvC56zR/q2ZNvxo+nwsODUr15w5UrHd3BXyLpeCgRJG+sSG0wgyIodgAptI/j24vATOB7DOlbtqahNe75rhhYbLfxfPZAR8cUSGMwREhkmp3gBLBXv78d+ABhYqH063I1geSLiLy2Z3pqW6EIJGsjSBWIdDRXJQeRZg22vz87w/tD0gGIiopi4cKFhISE4K7VMv/gQRJOnwaoN2/I8/OjtraWzZs3c+TIEascFyUSSfuirFi2Jr1OQUlV2wD8BoNrVVuyB5He8Y7RNQXZeK7GEaSf6Lc3aL9UmJsYJlS2RsacBWOB1AWRMggGE4LOzof6rZd++28MtUaxgLSscl4UJztrBRK4XpqdDtHgthqDw6In5lOXW0IKJBtYtmyZsKKWtCn+/v4sWLCAbt26oQImnDvHnfv24VFXV2/ecCVcrJekpaWxfft26urqmj+pRCJxChSBZI/C6QWIqIsyoTtth3NaQzUGy1zlE6il+qPmMI4gRdIwEpXVivO2BiV6FIQQFa6M8XsuBsOKsxRIIj10t37/NWCEfn+rfhvf5AiJM2Frih24XprdFuAu4M8YBFJ3TAud5ORkli1b1uz5pECyAVmD1H54eHgwa9YshgwRpcmKeUNARQWVHh58PWECB3v2BODixYusXbuW8vLy5k4pkUicACXFzh4RpLGIhqp36O/fsMM5rcHUZKQ1URbjCFJfxIResaNpL4GkTED64PpGBsp7zh0IwzDp76wCaT0Gx8SN+m0fYBKifsfDaKwUSM6NEkGyRSC5WgRJMY3ZgUgBBfP92exagySROAvSvEEi6XjYM4KkEKfftrVAUkSLsXBojUDyAkL0+33128hGr9XW3NRvXT16BIb3XDRiUqRM+m8hzBo6E+cRjl/PIKKgykRzLOL93BUw9jOWAsm5UQRSLi3XYrp6BEkx5SnDUJ/ZsxXnkwLJBmSKnXPQknnD1xMmSPMGicRFsGcESUERSErT2LZCES1RwPMIF6VBrTznRESEY7L+fnsLJEV0xjU7yjVQfpfKanNPDEYhnS2KpJgx1CHS6xSnul5GYx4BhiHEUXvazEtaRkmx0yKs7KsR9tf3I2oZjftWuUIE6VsgEfg18CMNP9czjPYVcWcuguTQFLt//etfZp974403WLRoEefOnTM7xpWRKXbOQ3PmDVfDw6V5g0TiIigCyRERpCra1rJZSWeJQNRDPUzr09CeR6yKKiv2ziKQbC2AdiYWIMw8fqO/74nBqOGMySM6LvuN9g9ieC8bCyQv4D/A5xjq/CTOSYTR/jXgaeBrhPg9CbwHpCMc6xoLIkcLpGxEyuZhK475GtE0ew/CKdT4WFNtHdolxe6ll14y+9yiRYsYPnw4jzzyiK2nl0gsxlrzhm3btlFb68oGlhJJx8OeLnYKSsoUtG2anTKpjGx2lHWoaNiMtT0FUjGGyVNHiCD5AvfR8GdRhGhnEkhVGHrHgHCBBPHeMzfRlDg3XhhcBv8fBgH8EIb3+3c0TCVVRJWjU+z+ASTrt5ZQihB5YKiDU8IwJTRsNg7gRutSgG0WSM2twvfp04fnn3+ey5cvmx0jkdgTU+YNDzcyb0jr2RMdcOnSJdasWUNpaeN/J4lE0l44QiB5INLcAK7b8bwtoYiWiGZHtQ7l52oPgXTTaL8jCCRTdEaBdAxDzy6ATP22CzJS5MooaXb5iEn/n4AnEYsCAGtp+D/dTb91pEAqx+CEeNXCYxQxpAbGNTo2o8lo8XO0pqeeVce+/PLL9ftlZWW88sorJoVSbW0tp0+fxt/fnl91zsOyZctISkqSaXZOhmLeEBwczK5du4jUmzd8P3YsN0NC2DRkCNmBgcw+epTc3FxWrlzJzJkziYqKavnkEonEoTgixQ7EBP4W7RNBcqRAUs6dhcjDb0snOeV3GYzBTa+joVh930JEyzpDr599+q0Phiab0DC9TuJ6RCNqyXyA5Yh6RoC5wN8RpgZf6B/zwOCa6cgUuy2IZrQgzEAs+R9T2jX0RJjVpCDSA8GQXheAWDw6T/NRz+TkZNauXdvs61klkF588cX6fZVKxQsvvGB2bGhoKP/5z3+sOb3LsHz5cgICOsPHpWvSp08fAgIC2Lx5M1RU8MCuXawfNowTXbtytHt38vz9uWP/fqio4Mcff2TixIn06+dqvcAlko6FIyJIIATSAdpWIBmbNDgKJcVO6bkU7MDXaoyy2txRo0cgapA8Eb/fA8CM9r2cVpONqMPrg/mJn5J+tQj4EkMBfGucwCTtz88R9vX3YKitA5FaOg9hfKBEc4IxfAY7MoL0Y6P76bRsZKNEc/sj+huBIYKkCKRohPB7B5jSzLkSExMZN24c77//vtkxVgkkxQVMp9MxevRo0tLSTI7z9fUlLCzMmlNLJHZFMW9ITk4mPz+fpEOHiCwqYtvAgVwPDeWjqVO5a+9eooqKSElJIS8vj3HjxqFWS2NHiaQ9cITNN7S91Xc1IpUFHBtBMq5vyqZtBVJHcrAzhycwHtFTZRtCIGkRkTpX6/tUBtyLqDPx0e8/3mjMMQwpTNOBXRjqPWQEybXpT8Pm0sY8AKzCkFoZhCGS46gI0k0M5gpqxP/VNVoWSIqjZD8MAikPkX2gpNjFIFIH76D1aaFWzQa7detGt27d6N69O0899VT9/ca3ji6OpM23a6CYN3Tv3h0VMObiRZakpuJdU0OxRsNnU6ZwOlZ4MJ06dYr169dTWVnZvhctkXRCtBhSelxdIBm75TlSIPlgWOlt6zqkziCQAKbpt7sQ6WeTEc5ZrsYBDEX45cDHCEMGBR3wrn5/KGKi2sfoeeOog6RjEUPDvlZVOD6CdEq/DQZG6PfTzYxVMDZoiEf041JIp2EECVoWRw61+W7pxAB79uyx9fROjbT5dh08PDyYOXMmI0aIf8Ne2dk8sn07oaWl1Li5sXL0aHb0748WuHXrFqtWrSI/P7/5k0okErtibJfiiBQ7EKuhbdH4UBErakRaiyNRokiZzY6yP0qKXUew+G6OSYg0mwrgt0AlsA7Y3Z4XZQNKb6MB+q0WMO4KmAIc1+8/iYiQKQ2J3ekYzYAl5jEWSJE4PoJUqN+GY4gEXWs0phhhu/8XhIBXokdqhHjXYPj8u0rDCJIlONTm2xLuuusuu58zNzeXe+65hx49LDOdTEtLIzExkQkTJjBs2DASExPJzc21+HmJ66NSqRgxYgQzZ87E3d2dkLIyfrJ9O72yxFRmT9++fD92LFXu7hQXF7N69WquXr3avhctkXQi2kIgQds42SkGDWE4vhO7MkE4B3xj9NqOpAaDCOzoESR/YLR+3zji8hYN3d6cGR0G84VEDFHNC0ZjlAL9qcBg/f4ExPt3NAZLZUnHxBv4CPG3fhzHCySlIW0whkiQcQRJC7yAEO7fAKnACf1zvTBEh7rrt1cxRJAsFUiWYHEN0ksvvURhYSFvv/02ANOmTWvhCOy+En/y5EmWLl3KgAEDLGr2eebMGZYsWcL69euJj49Hq9WyZMkSysvLLXpe0rHo0aMHAQEBbNq0CUpKWJKayo4BA9jbpw8XoqP5dMoU7ty3j5CyMjZt2sSoUaMYOnQoKpWrZZxLJK6FcWTH3il2Pogv4gLEKqO5XHx7oYgHe/ZAMofyGqv123MIC19HkoGYwEDHF0gg6nFS9ftLgJWIFMOvEb1knJ3rGCaPYxFGDNnARaMxyv4co8f6IHrUSDuqzsFgDP2IFDFSDtQh+gnZE2OBpFiKX0N8rqiBDxFprQpvY0hdHmb0eHfE+/kkhkW2aOyHxQtc//rXv/jwww+pqakBICUlhStXrjR7q6urs+OlQlhYGMnJyYwaNcqi8S+++CL33nsv8fGio4Fareb777+na9euFj1vDlmD5LqEhoaycOFCoqOjUQPTTp1i/sGDuNfVkRMQ0KSp7NatW+vf8xKJxDEoX27uOKbfivKlaapXhr1pix5ICo1F2Mk2eM2r+q03ENoGr9fezEBMHqch0uzu1D+e0m5XZB1K9CgCYXus1BMposi46W/jVLpg7D85ljg/xlH8u4CnMCyKgEh3e4XmP091iJRUU5gSSFWIz86/A//SPzYVke55FfEdEQH8wug8yrGHjB6zVCDZtQbpyJEjnDp1Cg8PEWwNDw9vUSDZ26whKioKLy/Lvj51Oh0bN27E39+fJUuWMH78eBYsWMDRo0cter45ZA2Sa6PRaLj99tvrhfGg69d5MCUF/4oKKjw9RVPZXr3QAZcvX5ZNZSUSB2Ns8e2IeK3ypXmr2VH2oS16ICk0TjSvbYPXVERYP1zPzc0WfBHpR28ixMJI/eNnaThpdFaU+qNxiL/Xbfr7SoqdsXlJR68pk1iGcdTwGqLmzvh98m9E1PozE8cWAL9DRF4nAt+bGQNCIEVjSGV7GvhEvz8VeA2Yrb+vQoiyQKPzdNdvlf/DECzPQLBrDVJkZCRduhjWFz744IMWj7FkjKPIzc2luLiYt956ixdeeIHU1FTmz5/PhAkTuH79eovPSzo2bm5uTJo0iYkTJ6JWq4kpLOTR7duJzc9Hq1KxafBg1g0fTq1aTV5eHitXriQzs61LoSWSzoGjeiApKHnpbfEfrKSChDc7yj4kIHL1n9Lfz2uD11QcqAa2wWs5I0qKZiUNjQ6cER1wRL8/Rr9VIkj5iImqMvENpeM2/ZVYh6nP4atG+8oM+YiJcZsQ1vhKVHKbiTGKQApCiBBFWShRzQeBNxDC6UmEWcofMDjeKfTGIGJ6IJrg2hOba0jnzp1r8vErV65w5MgRtFqt2TFtQVWVKKlMSkpiwADh3fLYY48REhLCxx9/3OLzks5B//79mTt3Lt7e3vhVVfHArl0Mvib8VI5168YXkyZR6uVFhb6p7JkzZ1o4o0QisRYlPmvv+iOFtowg5ei3bSGQ1EAShqhGGebTWuyBFoNAGtDcwA5MOIa/7anmBjoBGRj+t5S/VzcMaXMX6TyW7RLL8aCp2YFioqDD8Dl6iaZGDop4UqLLl02cXxFIIfqtEgn3Al4Gfo1BnIQjapAWmzhPCPA3RKTpawyfg/bCqkaxxmzfvp1XXnmF2NhYPv/8cwB+//vf87e//Q2A+Ph4tm3bRkREWyQaNCU4OBiVSkVMTMM/c1xcHOnp6S0+3xzLli3D09MTEGE6mW7n2kRHR7No0aL6prLzDh0isrCQrYMGcSMkhI+nTuXOffuILixk165d5Ofny6ayEokdcVSTWAXjGiQdjksN02GIILVlN0DjWqA8HJcqdR3DhLuzRpBARJF2AqeB+e18Lc1xXr/1wfA/4IGYkF5EpNkpAklaeUuMeR+RLrwS2IghglSAwdFRh7CHn2h0nCKeRgJpiM/DYoRQugwsxNCTS2lu/UtEPeVCrG9KPLHlIQ1ITk6u9xCorm7ei9JmgfTBBx9QUVHBgw8+CMDevXv561//ytixY7n//vv56quvePnll/n73/9u60u0Cl9fX/r3798kLSonJ4cuXbq0+HxzLF++nIAA6e3SkVCayu7YsYMrV64w+tIlwkpKWDl6tGgqO3kySYcO0f/mTU6dOkVBQQEzZszA29u7vS9dInF5lEm3o1LslMlhGUKMOerTuwhDHVBbRJAUQhCiT4djBNIVxORG8XcNAaLs/BquhLFAcjbKEXUfszEIpD40TBfqjRBIFzGs+MsIksSYLvqbkkanhA1uNhp3lIYiRRHc44GDiM+ki4i6pGJEWp3iQa0IpJ4IA5S2wDioUVxczPvvv292rM1L4Pv372flypXMmjULgP/85z94eXmxcuVKfvWrX/HDDz+wYcMGW09vE++99x733ntv/f2nn36a1atXc/Om+JNu2rSJjIwMHn74YYuel3QuPDw8mDFjRn1T2Z76prJhJSXU6pvKbjdqKrty5Ury8toi618i6di0VYodOLYOKcdovy0FkhuGyYYjuvj9FngWeFd/fyCdw6DBHEod0nmcrx/SP4H/BV5F2L6DEEjGKEYNxzEIJBlBkphCcYpTBFJj5zrjOiQdBgHVC0Oa3kYMqXhpRuOD7HOJDsPmCFJFRQVRUWINqa6ujh9//JEFCxYQGSmMRyMjI6mstG82dEVFBXPmzCEzM5PMzEwSEhK48847Wbp0KQDXrl3j7Nmz9eMfe+wxCgoKmDVrFiEhIbi7u7Nly5b6JrMtPW+OZcuWkZSUJFPrOiBKU9mQkBC2b99OSFkZD+/YwepRo7gYFUVq375kBwayIC0NSkpYvXo1kydPpnfv3i2fXCKRmET5pnBUPNYXETUqRqSANJ4w2gtFIHnT9gXvoYjCe3sv2RRg6HJfqN925vQ6MAikWsTquKN7a1mKDlEgD8LeO0i/3/j9PgF4j4aF9zKCJDGFIpAKEJ+figByQ/RIOo1YJPBEfP4o6XexiMjQTcA4VHLM6HhHZQxYQnJyMmvXrm12jEpnScdVE/Tu3Zu9e/cSHh7ODz/8wJIlS/jhhx9YuHAhAKWlpQwYMKDFeh5Xori4mMDAQIqKimSKXScgLy+PTZs2UVJSghbqm8oChJSWcte+fYSViOqJwYMHM3r0aFmXJJHYwG8RKUsPIVyLHMH9iBX13wL3tjDWVtYgioy7IHL325KliEnxTxE5/fbiAPA/jR77BzDajq/hiixATP6eRfSKcQYuI5rZNuYzGoo4HXA3DQvot9LQQlkiAbF4paTQfYz4jFupf2wP4r30L4TD3HHgUUR0eY/+8U8bnU+NMHsJRTQibk9amtPbPJtbvHgxs2fP5ve//z2PP/44sbGxJCUlAWJi+dRTTzFo0CDbr1wiaWdMNZVddOAAHnV15Pv58XFCAuf1UdTjx4+zYcOGendEiURiOUqakiOaxCq0RbPYtrT4boxi1GDvFDslTSsOsSLcFdE4tbOjzG6Ot+tVNGS3icfUNC18VwHG+S/+OK4uT+LaeGOoN0zHYMLQB0Mk+RP9VokuhSMiSj1NnE/pWRRs4jlnw2aB9OKLLzJw4EA+/PBDgoOD+eqrr3Bzc6Ouro7w8HA+/vhj7rnnHnteq0TS5mg0GubOnUv//mL9rf/Nmzy8cydB5eVUu7vz3bhxpPTrhxa4efMmK1askHVJEomVKMsKng58DSUf3pECSUmxa0sHOwVFINn700dpKDoUYaX7A45LhXQlhuq3pnrBtBe79NuuRo91x/TCwyyj/Tg6d02ZpHm667dXMQikWOBx/f5eIBWDQFLSNZsrVunQAsnHx4dPP/2U/Px8zp07x4QJEwDRgFOr1VJXV8cDDzxgtwt1JpYtW1ZvEyjp+KjVaiZOnMikSZNQq9VEFhXxyPbtdM8R06Fd8fH8MHYsVe7ulOjrki5fNuX+L5FITKEIJEdGkJRVUEf2QmoPi28F5TXtLZCMC/3VyIm0wjD9NpO2aUDcEsUY6juewiBizdXbdcGQdifrjyTNodQhXcGwwBSNSLNV0u/ewVCrqCxGdTc6h2+jc7a3QEpOTmbZsmXNjpEFEzawfPlyadDQCYmPjycpKQkfHx98qqu5d88exlwUvZ/PR0fzSUIC+b6+1NbWsmXLFg4cOICNJX4SSaeiLQRSW6TYtWWT2MYoAsmeKXbVGAr5HWVs4ar0wJCWdrQdr0NhFSJ9yQcYB9yuf7y5PjFLEX9XZ6mhkjgnikA6jKGNgdJKQGnqehnY0ug54/5bU2j4+d7eAikxMZHly5c3O8ahAknWIEk6GpGRkSxatIjIyEjUOh0zTpxg/sGDuNfVkevvz0dTp3JR7+R49OhRNm7cKOuSJJIWaIsaJGVVsxhDo0J7054RJCXFLh9Dnn9ruYxwqgIpkBqjBobo948i3sM17XQt6Qh7bxDNNj2A3wPf0bDWqDGjgS+B4Y68OInLMxwROVYaeqsRjV1BLBTM1u8rn+PGfdjG6bczaWgl394CyRJstvkGyMzMJDk5mYyMDJMdaTuSg50x0ua7c+Pr68u8efPYs2cPZ8+eZdD164QXF/PduHEUazR8O24ck8+cYfy5c1y/fp2VK1eSmJhIcLArfCRIJG2PYvPtyBqkHog0jzKEY958O59fi3OYNNQiJjL2cCRTGo1GIov4TTEUUfeTAmxHCPzvcKzQb4wWeAkxOe2CwXHQg+ZrQCQSS+mNcAH9r/5+JA3FwyMIK28lX8Y4ZfP/Ab9AfD6tRdjiQ/sLJIfafCcnJ7No0aJmex2pVCrq6urMPu9qSJtvSWPOnDnDnj170Gq1lHl5sWL0aK6FifXjfrdukXTwIJ51dXh4eJCQkNBijy2JpDMyA9Fj52/AZAe+zovAj8BY4O92PncBYpUUhJFBt2bGOoISYKp+/xuaOpdZwwHgeUTqYykwCXi7VVfXMVFsjY35D4b6pLbgPHCffv8DDOYREok9qQYeBC4BIzFELBWeAbbp9zdiOor+Hgbb7zeBafa/TKtwmM33M888w8yZM9myZQvnzp3jypUrDW6XL18mNDS05RNJJC5MfHw88+bNQ6PR4FtVxX27dzPq0iUAzsbE1Ncl1dTUsHnzZtLS0mRdkkTSiLZwsQODc9cBhKCxJ8a1P+2RYueH4ffXWqOGD/TnKNXfH9DK83VU+tE0WnS6ja/hhn4bhBRHEsfhCfwF8Rn6cxPP/1Q/piuGaHZjjN0Vg+x5cQ7C5hS7a9eukZaWhqen+a+0Z5991tbTSyQuQ1RUFIsXL2bz5s1kZ2cz6/hxogoL2TB0KDkBAXw8dSoL09LolZXFkSNHyMvLY9q0ac3+70gknYm2MGkAUXMRgKhD2gbcYcdzKwYNGkRxclujQkxMMmidUcMNRDE2iBVjf0RTUUlTPIHnEO5xuYjUzVNtfA2K6UhMs6MkktbTFTBna9AH+B7x2WfO6dLVapBsjiD169cPrbb5UtCO2gdJ2nxLGuPr60tSUhJ9+/YFYPC1azyYkkJARQWVHh58M24cqX36oEMsLqxcuZKCAnuvYUskrkctBlMBRwskd2C6fn+Tnc9tXH/UXlbYysrtbmw3avhRv40BnkCkkDW26JUYuB34AyJtE+BMG7++Ylsf3ewoicTxxNB8ZKg3QkD5YWi70F441Ob7tdde46mnnqKwsNDsmFGjRtl6eqdG2nxLTOHm5sbkyZOZMGECarWamMJCHt2+na65uehUKrYPGMCqUaOodnOjqKiIVatWdVgjE4nrUg2cxX5OaJa8nkJbFLdP0m9PYSgqtgdKL5z2SK9TUHL6NwHPYt3fMBVYg0EgJSH7gFiDkoZ4HRGhbCtkBEniKgQgXBO/RETa2xNLbL5tTrF7+eWXuXbtGtHR0fTq1YuwsDDU6oYfp/n5+baeXiJxSVQqFQMGDCAkJIQtW7ZARQX37d7NlsGDOdizJ6fj4sgNCODOvXsJLi8nOTmZESNGMHz4cFQq2YJR0v68jpgovwTMbYPXM7b5aYuk0+5Gr5uH/QSN0qSzn53OZwsPIn6ufyNc1fZgEITNcQx4stFjbfG370j0RkyoahFRpDFt9LoygiRxJVypKbHNC0QpKSnU1dURFRVFWVkZ6enpTYwaOpKDnTEyxU7SEtHR0SxatIjw8HDcdDoSjx1j3uHDuGm1ZOvrkq6ECzPgQ4cOsWnTJpNW+RJJW3NCv01ro9dr6whSNIYvvmvNDbSCOoSjGbRvobwKUUCtdCC8YOFxn+i3ikC9HRmRsBZP4Db9flvVIekwCCT595JILMeSFDubbb6jo6PJyGi+J7klY1wJafMtsZba2lp27drFhQtiqnIzOJgfxoyhRKNBrdMx9dQpxly4gAoICgpi5syZsl+SpN3QAhMRoqUfhr4XjuQasFi/vxX79O9piQXATeBP2Kcf0mngIf3+Ztq/APkVYDWigeOrLYy9CCjVwv+LsPCV9jG28RrC4j0BeKsNXq8YQ1rlt0DPNnhNiaSj4DCb7zfffLPFMR999JGtp5dIOgTu7u4kJCQwbtw4VCoVsQUFPLp9O3H5+WhVKrYOHFhfl1RYWMiqVau4cuVKe1+2pJOShyGicxkRGXE0bZ1iBwa72et2Op/i+tad9hdHYJgoX7Zg7Gf67W2IrvdSHNmOUod0EvvWt5njltF+exe9SyQdDZsF0oMPPtjimMcee8zW00skHQaVSsWgQYOYO3cu3t7e+FVV8UBKCsP0Quh0XByfJiRQYNQvaf/+/S26REok9sZ4wlWN/QREc7R1ih0Y7GbtLZCG2+l8rUVpR32V5o0aDgMb9PsP0X7uex2FkfptLm3jZqf8vwbRPtbyEklHxmaTBoDKykq++OILzpw5Y9KQoaioqDWnd1qWLVtGUlKSdLKTWEVMTAyLFi1i06ZN5OXlcfvRo8QUFLBx6FCyAwL4aOpUFqSl0Tsri2PHjpGbm8v06dPx9vZu70uXdBJuNrp/EYOpgaNQeiC503auaUqhsD0EkhY4qt8fZofz2QMlglSN+Jt2afR8ESJy9zwi0jEYQxNdie3EIPrBnEeYZPR38OtJBzuJxDaSk5NZu3Zts2NsrkG6dOkSM2fO5OrVq+JEKhWNT6VSqTqUUYOsQZLYg9raWlJSUrh48SIAt/R1ScUaDSqdjslnzjD+3DnUgJ+fHzNnziRcb+ggkTiSf+tvCo8Bjzv4NVMRDmq+iEabbcEu4GnEqvtOWhc5uYShkeqPOEeqkw6YApQDfwMm6x+/pL+/32isD/AVENuWF9iB+QD4JyKN8wccG5X7C/ANorfXGw58HYmkI+KwGqRnn32W3r17c/bsWWpra4mIiECr1aLVaklPT2fhwoV89913rbp4iaQj4u7uztSpU+vrkmL0dUlKv6Sd/fvz/dixVHp4UFpaypo1azh37lx7X7akE3Cr0f2LbfCaSgSprdLrwBBRKQda265ZqfMJwTnEEYhJuZJmp1zfFuBeGoojEE1OpTiyH4ppwjXgEHAAYf1tT4oR6ZFKxFdGkCQS+2OzQNq5cydffPEFffr0Qa1WN+jh0qVLFz7++GP+8pe/2OUiJZKOhlKXNG/ePDQaDb5VVdy/ezdj9FGlC9HRfJyQQI6/P3V1dezcuZPdu3d3qIisxEAFYqK6oh1eOxcRJfoWw4RL6aliqU10a1BqkNpSIMVg+PJrbZqdkkge0srz2Btjo4bLwIuIdMCeCLe6bxFOd3Pa4+I6MD0wmID8EvgfRGNMe/Icws59t/6+7IEkkdgfmwWSu7t7k7Qf48lbYGAg167Zq8uEcyH7IEnsRXR0NIsXLyYiIgK1TseMEydYdOAAHnV15Pv58UlCAqdjxfru6dOn+fHHHykrK2vnq5bYm70Ie+j32uG1dyF6Hr2HKOoHkZ4FIqJU7uDXVyJIbeme5okh2mMvgeRsSddKBOkk8DtEzVEc8CEwHiGUZOTI/qiAGY0eO2xqYCto3GdJRpAkEuuwpA+SzQIpKCiIM2cMPi2xsbGsWbOm/v66detsPbXTs3z5cmnQILEbvr6+JCUlER8fD0D/mzd5eMcOgsvKqHZ3Z+Xo0WwdOBCtSkVWVhYrVqzoUP3FJCKKA1Civ7UlygS/AkO62WSj5887+PXbI8UO7GfUoPz+glp5HnujRJCu6W9ewJuAf7tdUefhEUT0aJ7+viV265ZSgkixAxG1DAYG2vH8EklnIDExkeXLlzc7xmaBNHPmTGbMmMF//vMfAJYsWcI999xDUlISSUlJLF68mNtvv93W00sknQo3NzcmTZrElClTcHNzI7K4mEe2b6d3ZiYA+267ja8mTKDM05OKigrWrVvHyZMnmxijSFwT4zqYtpa+xSYe641oFAvwvYNfv70Ekr2svhWB1BYNbq2ht9F+NCJC2KedrqWzoQF+CizS38/A8D5vLcZOkyuB9TifOJdIOgI2C6Snn36aZcuWERQUBMATTzzBnDlzWLduHevXr2fGjBm88UbH9FWRKXYSR9G3b1/mz5+Pn58fmpoa7tq7l0n6SO3V8HA+mjaNW0FBaLVaUlNT2b59O7W19i4BlrQ1xk0SMtv4tRs3Y/BGrEo/pL+/CRGBcBTtUYMEhvSyxtbm1qIITGdLsYtCuAM+hnA6c5YeTZ0JJc1RB6Tb6ZzK+zUY4fzoYafzSiSdCUtS7Gy2+TZHYWEhnp6e+Ph0vLZl0uZb0lZUVFSwdetWbt0SvmLno6JYM3IkVR4euNfVMfvYMYaki6/c0NBQZs6cKd+TLswzwDb9/u8x2Ea3Bb9H9GxR6IWYUGuBuxATu3mIIn9H8A/gI0RdzP866DVMsRV4FpGmtKkV53kUOI4QIw+1MFbS+ZiFWAD5M2CPxPzPEP8nA4FP7HA+iaSz4jCb75dffpmXX36ZgwcPNng8KCjIYeIoNzeXe+65hx49erQ8GEhLSyMxMZEJEyYwbNgwEhMTyc3NNTn27rvvpnv37na8WonEdjQaDbfffjtDhgwBoE9mJo9u3054cTG1bm78OHw464cOpVatJi8vj5UrV3L9uj3aXkrag/ZMsWscQVJSz9SI6AOINJ5MxEr4XqDQjq+vRJDauh2y4vyVjzAwsJVC/dbZUuwkzoEyW7lip/Pd0G+lwYZE4lhsFkgvvvgiO3bsQKvV2vN6zHLy5EnuvPNOQkNDLaq7OHPmDEuWLOGdd95hz549HDp0CH9/f8rLm3oybdu2jU2bWrOGKJHYH7VazZgxY5gxYwYeHh6ElJXxkx076H9DfEUe6dGD/06aRLG3N1VVVWzcuJHDhw/LuiQXxDjFrr1qkB5CrHA/ZvRcIiJVS4uoRfoQeAJovrTVOtrDxQ4aWiO35neu/P6kQJKYonE/qtaiCKS4ZkdJJJLWYrNACgkJYfPmzYwePdqe12OWsLAwkpOTGTVqlEXjX3zxRe699956ZzC1Ws33339P165dG4yrqanh//2//8fvf/97i69F1iBJ2pKePXuycOFCAgMD8ayrY2FaGtNPnkSt03EzJISPpk3jang4Op2OgwcPsmnTJqqrq1s+scRpcAaThnhEGlC80XNuwJ36/RXAp/r9Y3Z8/fYSSEEYola2/s61SIEkaR5FIF210/mUGiQZQZJIbMehNt/9+vVrsR/LH//4R1tP34SoqCi8vCwr49XpdGzcuBF/f3+WLFnC+PHjWbBgAUePHm0y9u233+auu+4iJsbyTgLS5lvS1gQHB7No0SK6deuGChh74QL37tmDT1UVZV5efDlhArv69UMLpKens3LlSgoKClo6rcQJqKWhk1x7mTSYm+AvRIiXYoQVOEAe9rMjb68UOxWG/jG3bDxHGUIkgRRIEtMoAuka0No237UYxLyMIEkktuNQm+833niDX/7yl2RlZZkd89FHH9l6+laRm5tLcXExb731Fi+88AKpqanMnz+fCRMmNKjTuHnzJt999x1PPfVUu1ynRGINnp6ezJo1i5EjR6JSqeiek8Nj27cTl5+PTqUiJT6erydMoMzLi6KiIlatWsWlS5fa+7IlLVDY6H4+9rMEbolqo9cy1x8nCJht4nF71VS0VwQJDGl2tgok4/qtjiaQdDodubm5nDhxgm3btrF27VpWrFjBqlWr2LJlC4cOHSInJ0em9LaAIpBqMaTH2UoWBkEuBZJE4ljcbT3w+eef59q1a3Tt2pXevXsTHh6OWt1Qb+Xn55s52rFUVYmv3KSkJAYMGADAY489xosvvsjHH3/Mn/70JwB+85vf8Nprr+HhYZ1R5rJly/D0FF/niYmJMpokaTNUKhXDhw8nPDycbdu2EVBRwQMpKezs35+9ffpwJSKCj6ZO5Y79+4kpKGDr1q1kZ2czZsyYJv+fEufA1KdkJtCtDV7bOHLV3AT/AYTTW09E9CgLkTI02A7X0F59kMAQQbI1xc5YIHUUD8mysjJOnz7NpUuXKC421SULsrOzATh06BCBgYEMGjSIfv36yc8YE4Qh7LjLEIsKrfm/VtLrPPTnlUgk1pGcnFxfItNSKYLNAiklJYUuXboQExNDeXk56elNXf7r6lobULaN4OBgVCpVk7S5uLi4+uvctm0bOp2OGTNmWH3+5cuXS0tlSbvSpUsXFi1axObNm8nLy2PaqVPE5eWxduRIijUaPps8mTlHjzIkPZ0TJ06Qk5PDjBkzOqT9vqujJEJ6ItK+qhARjbYWSM19ovUENiBEzO8QAsneEaT2EEj2iiD54Pr9aIqKijh8+DCXLl2yynypqKiI3bt3c/LkSSZMmEBsrKyOMUaFiCKdRPzPJLTiXEoEKoZWpP9IJJ0Y46BGcXEx77//vtmxNguk8PBwrlxp/isyOjq62ecdha+vL/379yczs2E2f05ODl26CBPbDRs2cPXqVRISEgDIzMwkMzOThIQERowYwV//+te2vmyJxCoCAgJYsGABKSkpXLx4sd4K/LuxY8kJCODH4cPJCApi5vHjZGZm8sMPPzBjxox2+7+UmEYRSCEIkZBO2xk1KBN8NWKVuzmUFLweQCr2E0jt1SgW7BdBcuX0uoqKCg4ePMjZs2dblS5XWFjIunXrGDJkCCNHjsTNzc2OV+naGAuk1iAd7CSStsNigfToo4/W77/22mu8+eabLR7zySef2HRRtvDee++RmprKV199BcDTTz/NM888w82bN4mNjWXTpk1kZGTw8MMPA/CXv/ylybUq1uUSiavg7u7O1KlTiYiIYN++fQTrrcDXjhjB2dhYDvXsSXZgIHfs3w8VFfz444+MGTOGQYMGoVKp2vvyJRhS7EIQUZx0xESoGMenbSkRpADESrcl2LuvS3vWICkCSan7slakGf/+XA2tVsvp06c5dOhQfVq6PTh27BiZmZkkJibi7d3W1hvOib3+Z67pt1IgSSSOx+Io7XfffUe3bt3o1q0bHh4ePPjggy0eY8/anIqKChISEnj99dfrIz1///vf65+/du0aZ8+erb//2GOP8Yc//IFZs2YxadIkXnvtNbZs2WKyyey8efManPf7779v9lqkzbfEmVCpVAwcOJC5c+ei0WjwrKtj8YEDTD11CpVOx/XQUD6aOpUbISHodDr27dvHli1bpBW4k6BEkIIxpHx9BkwDNjr4tZUIiDUTfOUT9Bb2MZNwhhQ7sC2K5KoRpIyMDFasWEFqaqpdxZFCVlYWq1atoqiocRvizkl3/fYqohbpHuApRONla7ig3/a2x0VJJJ0YS2y+VToLY+rR0dFkZLR1hw7nori4mMDAQIqKimQNksQpKSsrY8uWLfXukpciI1k1ahSVHh6odTpmnDjByEuXUAFBQUHMnDmT4ODg9r3oTs4rwGpgHsL0wNh4NAF4y4Gv/V/gHWAQ8LGFxxQjxBvAl0CfVl7DPIQpxZ8RjWnbEh0wCagE/hcYb+XxfwG+AWYCr9n30hxCeXk5+/fv58KFCy0PboS7uzsajYaqqiqLF1c0Gg1JSUkEBQVZ/XodiRsIu3yAp4G39ftbEC6RllAOTNbvfwIMtM+lSSSdlpbm9Ban2NmSjvPdd99x1113WX2cRCKxDV9fX5KSkti/fz8nTpygV1YWj27fzg9jxpAVGMimwYO5ERLC3MOHKSwsZOXKlUyePJneveWaZHthXIM0H+FOdQT4HFG3oMPy9DdrsSVFLABxrfmIFfHWCqT2rEFSeiFdpmNHkJR0uoMHD1oVOfb396dPnz50796dkJAQVCoVOp2OwsJCzpw5w+nTp5s1dKioqGDt2rWdXiTFIFJIq4EfjB7PxnKBdFG/VSFMUyQSiWNxqBHKr3/9a0eeXiKRmECtVjNu3DimT5+Oh4cHwWVlPLxjB0OvXgXgdFwcH02bRo6/P7W1tWzbto09e/a0m+tkZ8c4xc4dsUqcpH8sF8hx4GvbOsHvrt/aow6pUr9tjxokMKTZNfVhbRlXEEhZWVmsXLmS1NRUi8VRcHAw06dP5+6772bEiBGEhobWL5KqVCqCg4MZP348d911F5GRkc2eSxFJhYWFrf1RXBY1BlfKa0aPm+8i2RQl5heHcE2USCSOxeIIUl5eHtOnT7fK5aa9+iA5mmXLlpGUlCT7H0mcml69ehESEsLmzZspLCxk7pEjxOXns3HIEPL8/Ph46lRuP3KEgdevc+rUKXJzc5kxYwa+vi35mUnsibFJg0J3xCSoHBFFmoZjsNVkoAdwGPsIpPaMIAH0BfYAp2041pkFUmVlJQcOHGhQm9sSGo2G0aNH06dPH4uyRgIDAxtErM0hI0nif6ZxYmO2Fccrx95mn8uRSDo1ycnJrF27ttkxFgukmpoatm/fbtUFdFSXLNkHSeIqBAcHs2jRInbu3Mnly5cZkp5OVGEhP4wZQ4GvL6tHjuRGSAgzTpwgKyuLFStWMH369CY9xCSOwziCpKAGBgBpOFYg2WLSAPZz5dICtfr99hJISi3HGf21WNP7whkFkk6n4+LFi+zdu5fKysqWD0BEnQcMGMCIESPqm6BbihKxDggIIDU11ewiakVFBevWrWP+/Pn4+/ubHNOR6W7iMVsiSFIgOSdarZba2lrq6urQarX1t5but3Zcc2NNPa/T6VCr1U1uHh4eeHp6Nrh5eXmh0Wjw8fFpsO0IDaETExMZN26cffogRUZGWm3SIPutSCTtj4eHB9OnTycyMpJ9+/YRWVTEo9u28eOIEZyLieFQz55kBAezWG8Fvm7dOkaNGsWQIUM67CKHs1CFiBJBwwgSiIm7IpAcRYl+a6tAugbUAbZ2vDH2T2uvFDtFIFUh6jz6WXGss9l8l5aWsmvXLq5fv27xMTExMUyYMKHVZi0DBgzA3d2dlJQUsyKprKysXiR1tqbVTf1zLY8g6ZACqS3R6XRUVlZSXFxMcXEx5eXlVFZWNrnV1tbW3zpLirpKpcLb2xuNRoOfnx/+/v4EBAQ02Hp4uHrbbIFDTRruvvtuq49xBWSKncTVUKlUDBo0iLCwMLZu3Qrl5dyxfz/7b7uN7QMGcCs4mA+nTWP+wYP0zsriwIEDZGdnk5CQYPWKssRyCoz2G09PjSMbWhxTMNraCFINcBPoauPrGwuk9uqYE4Ioor+FEKOWCqQ6DAKzvSNIOp2Os2fPsm/fPmpqaiw6xsfHh3HjxtGzZ0+7LYT07dsXoFmRVFxczLp160hKSupUfZKMjRX8Ee8dRSC1tMiQgWEhRQok+6HT6SgqKiIvL4/8/Hzy8/MpKSmhuLiY2tralk/QCdHpdFRUVFBRUWG2jEaj0eDv718vmoxvPj4+TrHwakmKncU23zExMdy6dcsuF+aqSJtvSUegvLycrVu31keEr4WGsnL0aEr1k5WJZ88y6cwZ1IgagxkzZhAaGtqOV9xxOQ/cp9/fBWiMnssFZuv3XwOmY3+RlACUAu8CE6w4TgdMQUza/obBfthasoHb9fs/AlE2nqe1LAM2ISzHX7TwmAKEvTfACmwXia2lcJZISgAAVlBJREFUuLiYnTt3WpzhofRNsyWdzlLOnTvXrEgCCA8PZ+7cuZ1mAaYamIH4n7kL+A5h3PAr4DlEX6TGS8q1CEvwM8BxRF3iDhzsrtVB0el0FBQUkJ2dTXZ2Nnl5eRQUFEgh1Ma4ubk1EU3Kzc/PDzc3W/MRrMduNt9VVVXs2rULnU7H6NGjO9XKj0TSkfDx8WHu3LkcOHCA48eP0zUvj8e2bWPV6NGkh4Wxu18/boaEsCAtDYqKWL16NZMmTeK22+Tapb0p1W/daRpBCUM4rGUAf0BMwP+L/Rys6oxe39rlHhWipuI0og7JVoFkHEFqrxokEH2gNgHmbQaaYixHGqdHtgU6nY4TJ05w8OBBiyd5kZGRTJw40eELHn379kWn05GSkmJ2TE5ODsnJycyZMwd3d2sqv1wTT+A9hCmLF0IgZQHrEZHYdTQVSHsQfbYU+iHFkaWUlZXVi6Hs7Gxyc3Mtjq5KHEddXR0FBQUUFBQ0eU6lUuHn59dAMClpfH5+fvj6+rZp9MniTyV/f38eeughVCoVW7dupUcPUxm1EonEFVCr1YwdO5aIiAh27tyJX1UV9+3ezc74eFL79uVKRAQfTZvGogMHiMvPZ/v27WRlZTFu3Lg2XeHp6Cg1LP6Y7nX0HPAf4Bii3uco1jczNUeJ0b4tKWI9MAgkW3EWgaSkM6Yj/iaWCEalNqwL4OeIi2qGnJwcdu/eTU6OZSbw3t7ejBkzxmJ3OnvQr18/ampq2Lt3r9kxGRkZbN68mVmzZnWKz5Uh+u0l/bYSOKjfP4+IMhnH0xT/wRhgFjDX0Rfooii9uTIzM+tvJSUlLR8ocSp0Oh0lJSWUlJRw8+bNJs+r1Wp8fX3rhZOxePL398fX19euiy0Wn+mqvoeKRNYgSToOPXv2rLcCLygoYOrp08Tm57N25EiKNRo+nzyZ6SdOMOrSJU6fPl1vBe7n19ZTwo6J8hVuztNrrP72EEKMnMV+AqnYaN+WhGF7ONkZd+VpT4HUF/BArOSfAsZZcMwp/XaAoy7KBDU1NaSlpXHq1CmLW2706tWL8ePHo9FoWh5sZwYNGkR1dTWHDh0yO+b69ets27aN6dOndwh3LEuIMNpXori1wDlEpLgAEaE9p39uErC0rS7OBdBqteTl5ZGRkVEviCx1bOxoqFQq1Go1bm5uDVzpGt9XbiqVqt7NztjdrqamhqqqKqdOOdRqtfUCyhyKeYSvr6/Zm7u7u31tviUGpM23pCMRFBTEwoULSUlJ4dKlS/TJzOTRbdtYMWYMmUFBbB48mOthYcw7dIjs7Ox6K/DY2Nj2vnSXR/mYb0lu9kMIpHMtjLOGIqN9W0yXjQWSDtMRsJZQpjRqbHfCsweeQG9ErccFLBNISt+kthBIWq2W8+fPc/DgQcrLy1s+APD19WXixIl069at5cEOZPjw4dTU1HD8+HGzY65cuUJKSgpTpkxxigJuR+OHqDesaPT4CeDPwGXgY0RUCYSA78xotVqys7O5desWGRkZZGdnt1u6nOLi5u3tjaenJ25ubri7u9ff3Nzc6sWJOZFiqZgx9Xjjx+z9/6LVaqmurqa6uprKykrKy8spLy+noqKiwX5ZWRllZWV2fW17oBhINBdd9/Lyws/Pj5kzZ9rH5lsikXRcPDw8mDZtWr0VeHB5OQ/v3MmmIUM40r07Z2NiyA4IYPH+/UQWF7N+/XpGjBjBsGHDOsWExlEoq8ctCRRlgmR5y8+WUSJIftgmThSBVA7k0HBV3FKUCJIzVLT2QgikSy0NRPzdrur3HSmQdDod165d48CBAyZz9s3Rr18/xowZg5dXe8blBCqVijFjxlBdXd1s09rz58/j6enJuHHjOvxnigqIxPAeUvga4aYI8D2Qqd/v0zaX5TQohgo3b97k5s2bZGRktJkg0mg09TUwxtbVGo0Gb29vvLy8OvT7U61W1wvAlgIBdXV19REdxRLd+L6z1nxVVVVRVVXVojW7FEg2IFPsJB0Rxd0qPDycLVu2UFZWxu1HjtAlN5cNw4aR7+fHJwkJTD11ipGXL3Pw4EEyMzOZNm2aNG2xEUv76CjW0zcRk3N7JDjaavGtEIshLe0qtgkkpQbJGXzMFBtmSwTSGUTUTI3jVvfz8vJITU21qv+gv78/kydPdrrorkqlYtKkSdTU1HDpkvnf8MmTJ/Hw8GDUqFFteHXtQwQGgRSA+Cww9gler9+60dAivKNSWVnJtWvXuH79Ordu3aKionF8zb6o1WpCQkIICQkhNDS0fiu/yyzHzc2NoKAggoKCmjyn0+moqqqqF07KraioiJKSEosj4Y6iuLiYwsLCZsdIgWQDMsVO0pGJjIxk8eLFbNmyhYyMDAZdv05UYSHfjx1Lvp8fmwcP5lj37gy5epXiW7co+OEHZsyYQWRkZHtfusvRUg2SQm/EZFyLSLsZbofXVsSZrT183BA2xRcR9TijbTiHIpDaP84hfscg0pta6jul1B/dhv2vvbKykrS0NM6ePWtxnZGyuDFy5EinbdKoUqmYOnUqtbW1pKenmx135MgRPD09GTJkiNkxHQHjT8uFwGeNnlfWtnvgHAsIjqCoqIj09HTS09PJzMy0+P1uCwEBAURERNTfQkNDO4UxSHthnIoYEdF0+aympqY+0lRUVNQkAuXI9wKI94Ovr2+zY6RAkkgkTdBoNMydO5e0tDSOHTtGeEkJj23bxs7+/TnYqxfZAQFsHjyYbQMHMuX0acrWrmX82LEMGDCgQ6cf2BtLa5C8EBOlS4g0O3sKpNYs9YxBCKRdwCM2HO9MAqmXfluNiNR1aWasowwaLl68yJ49e6iqqmp5sJ7w8HAmTpxIeHi4na/G/qjVambMmMGGDRua7au4f/9+dDodQ4YM6bCfJ8ZTxkXAV4horC8i5TRP/1xHS68rKSnh4sWLXLx40aq0UWtwc3MjIiKC6OhoIiMjCQ8Pl5EhJ8PDw6M+gtcYrVZLWVkZpaWllJaWUlJSUr+v3G8pPc4eSIEkkUhMolarGTNmDJGRkezYsQOqq5l54gSDr13jaPfunIuOpkSjYdvAgVyKiqJi3z4yMzOZPHlyp2n+2FosrUECkcqlCCR70NoUOxDNYr9AFJfnY30/IKUGyRneLRGIyWkZ4vdsTiBVI2zXwX4Cqaamhj179nD+/PmWB+tRUtFcbVHCzc2NxMRE1q9fT1ZWltlxBw4coLKykjFjxrjUz2cpSlPkECAOiEc0g01ERDBX6Z/vCAYN1dXVXL58mQsXLliVMmopXl5eREVF1d/CwsJkdMiFUavV+Pv74+9v+ptRp9NRWVlpVkCVlZXZJUVTCiQbkDVIks5E9+7dWbRoEVu2bCEvL4/IoiISjx1j+okT7BgwgAO9epEeFsbnkydzT2oqeStXMnPmTJMrQ5KGGPdBaol+iLoEewkkJXrVGoE0BEP9xG5gvpXHKy52zhBBUiGiSMcRAinB6LliYKP+sQ0IMeiBiKC1lry8PLZu3dpiPryCWq0mPj6e4cOHt4t1tz3w8PBg9uzZ/Pjjj+Tl5Zkdd/z4cSorK5k8eXKHswCfDuwHpiLee78DfgR+ARzGIJBcNYKk0+nIzMzk9OnTXL161a4r/r6+vkRFRREdHU1UVBTBwcEdUkRLTKNSqdBoNGg0GrOR87q6OsrLy+vd9hThVFZWRnl5OVevXm2xj5xK5+hEvw5EcXExgYGBFBUVyRokSaejtraWPXv2cO5cQ7Ppc9HRrBo1ilo3N4LLynh4xw4CtVomTpxInz6u+vXeNswFsoDliEaQzXEE+Jl+/39pfT+kXwN7gEeB/2nFef6EEG5TgL9aeex7wKfAROCdVlyDvfgzsBLxt1hu9LjyMwYiIkgVwE9ofW+ac+fOsXv3bosnj7169WLUqFEd5vunoqKCNWvWUFRU1Oy4bt26MX36dLs2gXRmyoG7EXVI3wM+7Xs5VlFVVcWFCxc4c+aM3VLovL29iYmJITY2ltjYWPz9/aUgkrSawsJCgoODzc7pO8enjUQiaTXu7u5MmTKFqKioBpO6vhkZ3Ld7N19PmECBry/fjRvH/bt2sWPHDjIzMxk/fnynmdhYi6U1SCCiNcMRq8t/BP4LxLTite1RgwQwGSEe9iFqiqyJBinrd85SPaPUIRn7rOUCm/T7yjQ+HCEsbUWr1bJv3z5Onjxp0fjw8HDGjx/f4YxQlFrHtWvXNtv8MT09nQ0bNpCYmNgp0nd9EJbfyr4rkJuby6lTp7h06VKrm426u7sTFRVVL4hCQ0OlIJLYnZai0nLWYgMyxU7Smenbty9hYWFs2bKlfuW3S34+iw8c4Ntx47gZEsI3EyZwx759nD17lpycHGbOnNlhVr3tRR1ipRgsS7FTA68B9yMm7W/SuqiLPWqQQDRVVSPE0SmsM5DI1W+dTSBdRaQ4DQGSgVogDOiKSMF7BtsnrpWVlWzZsqVZkwIFjUbD6NGj6dOnT4edIPr5+ZGUlMT69eubTTPMyMhg7dq1zJ49u0X3qY6AK/yEOp2O9PR0Tpw40eraIo1GQ9euXenevTuxsbFyUU3iUJKTk1m7dm2zY2SKnRXIFDuJxEB1dTU7d+7kypUr9Y8d7daN9cOGoVOpCCkt5a69ewkrLcXT05MpU6bQo0ePZs7YuSgGpun3vwe6W3jcRkQEyR/YhqhfsIUZQCEiLW6KjedQWAjcAJ4HFlhx3BKErfYyYHErr8Ee5NMw1VGNqDWqAh4HHkOIWlvFUV5eHps2bWo2WqLQpUsXEhISXLbOyFoqKyvZsGFDi3UBfn5+zJkzh+Dg4Da6MkljqqurOXfuHCdPnrTovWwOX19fevfuTffu3YmIiOiwiwAS56SlOb2U6BKJxCY8PT2ZMWMGJ0+eZP/+/Wi1Woamp6OprmbNyJHk+/nxaUICiw4coGd2Nps3b2bw4MGMHj26wxVc20Kx0b41yy1KVVcJUID1znEgXLLslWIHIrJyA7hm5XHKVDjMDtdgD0IQdUUpiNqwLIQ48sQg4GwVR1euXGH79u0tph+p1WpGjx7NoEGDOtWE0dvbm3nz5rFp0yZu3rxpdlxpaSlr1qwhMTGRqKgos+Mk9qekpIQTJ05w7tw5ampqbDqHh4cHPXr0oE+fPkRHR3eq97jEtZACSSKR2IxKpWLQoEFERESwZcsWysrK6JuRwUMpKXw7bhzFGg3fjB/PpDNnGH/uHMePHycrK4sZM2Z0ijSZ5jBed7WkBkkhDkPT2HRsE0jl+uPB9kaxja8J4LoVx1Ri+B04S4odCPOFn2CwWv4emAe0Jl5x4sQJ9u3b12LzQz8/P2bOnOkSPY0cgeJut337di5fvmx2XFVVFevWrWPatGkyKt0GFBYWcuTIES5evGhzA8+YmBj69etH9+7dZfqcxCWQ71IbkDVIEklDIiMjWbx4Mdu3b+fGjRtEFhXxyPbt/DB2LDdCQtjZvz9XIiJYkJYGWVmsWLGCadOmERsb296X3m4o4sAT6/oAeSLMGW4gBNIwG17b1uiVObrqt9ZEkHKN9p1RDqgRUaPWpP7pdDr27dvHiRMnWhwbFRXFzJkzO01KnTnc3NyYPn06Xl5enDlzxuy4uro6tmzZwvjx4xkwwN4teyUgUkKPHDnClStXbBJGXl5e9OnTh/j4eIKCgux/gRKJjXTIGqTc3FyWLl3K/v37G9Q+mCMtLY0//vGPlJaWUl5eTkREBF988QVhYWHodDo++eQTPvnkE9zc3CgoKGDMmDG8/vrrJv+ZZQ2SRNI8Op2Ow4cPc/jwYXQ6HXUqFTv792ev3u5bU13N3MOH6ZuRgUqlYsSIEQwbNqxTpllsQxT7hyKMAKxBseh+UL9vLWf0xwKk0vpGranAkwgHu91YVhd1FPgpQojs0287EnV1dWzbts2i76n+/fszbtw42dzSCJ1Ox5EjRzh48GCLY4cOHcqoUaM65eeII8jKyuLIkSNcu2Zt0qwgIiKCAQMG0KNHDxktkjgtHaoG6eTJkyxdupQBAwZYtJpx5swZlixZwvr164mPj0er1bJkyRLKy4V3VFlZGU888QSHDx+mT58+lJeXM23aNH7605/y/fffO/rHkUg6HIroiYyMZNu2bVRWVjLt1Cl6ZGezZuRISr29+X7sWEZcvszUU6c4ePAgWVlZTJ06FW9v7/a+/DbFmiaxjemGEEjprXxtb1ovjgC66LdViLqiCAuOUeqPQuiY4ig5OZkbN240O06tVjNhwgTi4+Pb6MpcB5VKxfDhw/Hx8WHXrl3NfucfPXqU0tJSJk+eLCfkNqLT6bh16xZHjhyxyGGxMSqVip49ezJw4MAOZ0cv6Zy41CdJWFgYycnJfPXVV6xbt67F8S+++CL33ntv/ZePWq1uIHw8PDx48cUX65tZ+vj4cP/99/Pss8+i0+nkapREYiNxcXHccccdbNmyhaysLHrk5PDTbdv4cfhwLkZFcahnT4706EF0QQFTTp+mYMUKpk+f3qm+WJUUO1ti0d3126s2vra9LL4VojHURV3HOoHkjOl1raGuro5Nmza1KI40Gg0zZ86URgMt0K9fP3x8fNiyZUuzBhcXL16koKBAthSwEp1Ox/Xr1zly5AhZWVlWH+/l5UV8fDz9+/fHz8+aakqJxLlxqYW7qKgovLwsa0Oo0+nYuHEj/v7+LFmyhPHjx7NgwQKOHj1aP8bLy4vf/e53DY5T0vCaE0fLli0jOdnapBiJpHPh6+tLUlISgwYNEverqliydy8zjx/Ho64OrUrFzZAQvpowgfVxcaxeu5aTJ0/aXAR8HvgbYP3aZ/tgTZPYxnTTb28ievTY+tr2mka6A0o1maVJOc7WA8keKHUx1683b1cRGBjIggULpDiykK5duzJv3rwWo8x5eXmsWLGC9HRbY6udB51Ox+XLl1mxYgUbN260WhwFBQUxadIk7rvvPkaPHi3FkcSlSE5OZtmyZc2OcakIkjXk5uZSXFzMW2+9RUpKCgMGDODDDz9kwoQJnD17li5dujQ5RqfT8f333/PMM880e+7ly5fLFSqJxALUajXjxo0jKiqKnTt3Ul1dzehLlxh29So3QkLYFR/P9dBQdsXHczM0lLK0NDIzM5k8eTKenpYnf20BXkCkeGUDrzvo57EnpfqtrSl2IJrN3sJgkmAp9o4ggUizu47lTnbOZvHdWrRaLVu3bm1xch4ZGUliYmKnSyltLRERESxYsIANGzZQXFxsdlx1dTXJyckMHDiQUaNG4eHh0YZX6fxotVouXrzI0aNHm23Ma47Q0FCGDRtGjx49ZJaNxGVJTExk3LhxvP/++2bHuFQEyRqqqqoASEpKqne4eeyxxwgJCeHjjz82ecw777xD165defzxx9vsOiWSzkCPHj1YtGgRoaGhAHjU1dEjJ4f7d+1i7IULAFyOiOCjadPYn5PDypUrycvLs+jcacD/Q4gjECYBlXb/CexPa2qQQjH047naite2h8W3giLSmhNIOuAlhDmFEunrCAJJp9Oxe/durl692uy47t27M3fuXCmObESJvFlig37y5El++OEHMjIy2uDKnJ+6ujrOnDnDN998w44dO6wWR5GRkcyePZvFixfTs2dPKY4kHZ4OG0EKDg5GpVIRExPT4PG4uDiTK3xff/0127Zt47vvvmvxH3/ZsmX1q9uJiYnS7lsisQBlcrNnzx7OnTsHgJtOx/STJ+mSl8faESMo1mj476RJ3LtnD6WrVjF+/Hj69evX7P/kFv22D0IsVCJc1aY59sdpNUqamy0CSYWIIp3BNqMGezaJVbDE6vsW0NhYtSOk2B09epSzZ882O6ZHjx5Mnz5dNkluJRqNhnnz5rF169YWXdaKi4tZu3Yt8fHxjBw5slNaqNfU1HD27FmOHz9OWVmZ1cfHxMQwfPhw2dRV0iFITk6uL5Gprq5udmyHFUi+vr7079+fzMzMBo/n5OQ0Sa/75ptv+Pzzz1mxYgVeXl5cuHCBrl27mq13kil2EoltuLu7M2XKFKKioti9ezd1dXUA9MnI4KGdO/ly4kRKvb3576RJ3J2aSt2uXWRkZDBp0iSzqTLH9dtE4BiQAmylYwskMAikqzYcq6TY2TOCZNwsVovp9ISbJh5zdYF04cIF0tLSmh3TvXt3KY7siIeHB4mJiRw5coRDhw61WLd45swZLl68yNChQxk0aFCncLqrrq7m1KlTnDhxgspK62PqXbt2ZdiwYZ3KOEfS8TEOahQXF3eeFLv33nuPe++9t/7+008/zerVq7l5U3wtb9q0iYyMDB5++OH6Md988w3/+Mc/+OSTT6ipqaG0tJSXXnpJhuUlEgfSt29fFi5cSGCgYYoeXlLCgykpBJaXU+XhwVcTJ3IlPJyLFy+ycuVK8vPzm5ynDLik3x8EzNDv7wKaXxtqf1pTgwTQU7+9bMOxjogg9UF8oVQjInimMCWQXDnF7tatW+zcubPZMd26dZPiyAEoNuCzZ8+2yLyppqaGtLQ0vvnmG44fP97i6rGrUlFRQVpaGl9++SVpaWlWiSPFqvuOO+5g9uzZUhxJOjUutYxSUVHBnDlzyMzMJDMzk4SEBO68806WLl0KwLVr1xqkOTz22GMUFBQwa9YsQkJCcHd3Z8uWLfTo0QOAzMxM7r//furq6oiIaGhM++qrr7bdDyaRdEJCQ0NZtGgRO3furG+mGVJWxkMpKXwxcSL5fn58PWECc44cYWh6OitXreLW7beTHRnJyyoVwcApRLTCDegP3Ib4UCsHFgLjEfVJzvhB19oIUm/99iLmIzbmcIRJQxgwASFOvwcmmhjTkSJIRUVFbN68Ga1Wa3ZMbGwsM2bMkA1gHUiXLl1YvHgx27Zts8iJraysjH379nHo0CH69u3LwIEDO0RGSElJCceOHePcuXP1kXlLUalU9O7dm2HDhhEUFOSYC5RIXAyVzlZP3U6I0nX3V7/6FUlJSbL2SCKxAzqdjlOnTrFv3776yWaZlxffjhvHreBgAEZcvoxfZSU7+/fH28uL+3x9ecHNjQ+AfyLE0Wf6870I/Gh0/teAmW31w1iIDiEmqoF/AKNtOEcGkKTfX4Uhxc0SZiNstt8Aptvw2ubYDTyFqJFag+iPZMwfgM2IBrWVCFG3D9dLZaiurmb16tUUFBSYHRMSEsL8+fOtcmOU2I5Op+PEiROkpaVZJRBUKhVdunRhwIABxMXFuVydTV5eHseOHePSpUtWt0hwc3OjT58+DB06FH9/W5dqJBLXIzk5mbVr1/L+++9TVFRkcpFECiQrUASSuV+mRCKxnezsbLZu3UpJiYit1Li5sWbkSM42MloB8HBz4ys3Nz4PDCQVuAdQOprpED2R3gYOIgTAG23xA1hBAQbR9h3Qw4Zz6IAERJrhW/p9S49TxNn/AaNseG1zaIEFCPH2KPA/jZ5/CDitf+4sQtj+0o6v3xbodDo2bdrUrJ23r68vCxYskL1h2oHCwkJ27txpU9PTgIAA+vfvT9++fS3uudge1NXVceXKFU6dOmXTz+nu7k58fDyDBw/G19fXAVcokTg/Lc3ppUCyAimQJBLHUlVVxY4dO+onn1rgUK9ebBswgFo3N3pkZ1Pu5UVWYCBdCgqoiYujzseH5cCsRufaBCwDvBBRCx+ch7PAA/r9FGy/tscQxhS/AH5m4TEVwCT9/peI2iF78hEiKhYBrENEkxSmI9L73sT5TTTMcfDgQQ4fPmz2eQ8PD+bPn19vaS9pe3Q6HefPn+fgwYM2Obe5u7tz2223MWjQIKdKOSstLeXMmTOcPXuWiooKq4/39PRkwIABDBw4sFM6+kkkxrQ0p3fG1HynZ9myZTLFTiJxAF5eXsyaNYsTJ05w4MAB0GoZdekSvTIzuR4WRvyNG9wKCeGLiRO5HhwMZWV419URr9FAI2eq/9/encc1daZ7AP8lIUBAdpCwGfcNBTdAFtncZdS6duo4o71O7W0r7Ti29VadqdWOVbs57eidLk5tq7fu1epMwQKiVutWFUFFAREQWcIii4QQkvf+ERLZEhLIQuD5fj58COe85z3POdEkT94tAoA1lOsj/Yy2CZSuHgPIAjABLT/sd4XqO19HdC1xGwJlgpSlxzHNO4W5dOHcmkyFMkEqhXICDdVYqSd4OvbJxwjnNYXc3FytyRGHw8GUKVMoOTIzDoeDYcOGYeDAgUhPT0daWhpkMpnOxzc2NuLOnTu4c+cO/Pz8EBAQAG9vb7N0v5PJZHjw4AGysrJQWFiodzc6ALC1tcXo0aMxcuTIbt0yRoipqLrYaUMtSHqgFiRCTKekpATJycmora1ts++GSITLgwdD7OgIn4oKrE5Px9QpU9p82/smgBQoWyu2dzKOlwFcbqprcSfraO1gUzxDAHzXhXqOQDnGqh+AozoekwFgedPjXwC0P3l618yHcj2kV6HsVgcouz0uaXqcCsDSOp9VVFTg+PHjWj9oh4SEIDAw0IRREV1IJBJkZGTg9u3b6kXk9eXq6orRo0dj8ODBRp90o76+Hvn5+cjLy0NBQQEaGxs7VY+9vT0CAgIwfPhwjcskENJbURc7A6IEiRDTqq+vR2pqqsYFIWttbGArk8FKoQCfz0dERASGDBmi3q/qZmcN5cxqbUczaVcKYFbTYw8Ax5vq0scTKFtU7kA5tfefoUy4voGylWuHnvU1lwZlNzsOlLPH2epwzNmmGByhTB6N4QMA+wGMA/B507bTAN4w8nmNpb6+Ht9//716fFx7Bg8ejJiYGIsb5N+bNDY2IisrC+np6Xj8+HGn6hAIBBg0aBAGDBgAoVBokOdbJpOhtLQURUVFKCwsRGlpaadailScnZ0RGBhokmSOEEtFXewIIRbL1tYW06dPx82bN3H58uU2Hxr6NPs2WCaT4fTp0ygqKkJYWBisrKwQCeVYmFIAm6BMVPSZMa35B3kxgP8AiGvafhpAJJ4mUJr8BOBAs7/342m3uq6uMjKo6TeDcj2kkToc87jptzG616mEQ3mdaVAmiPZ4OsW3pXWvY4zh9OnTWpMjd3d3REZGUnLUzakmJxg+fDgKCwtx69Yt5Ofn65WMqFqjMjIyIBAI4Ovri759+8LDwwNubm5aExKFQoEnT56gpqYG5eXlqKioUP/WNl28rjw9PREYGAiRSET/FgnpIkqQOoHGIBFiOhwOB4GBgfD09ERycnKHg64zMzMhFosxZcoUODk54W0Ar0A5o91h6NdNLrnptzWUs779HcoWH1WnvwtQTpmtLekSt/o7G08TI6EesbSnD5StYo+gHIekS4KkWm7XmAnSeCgnx5ACuARlF8dHTfssLUFKT09HQUGBxv0CgQDTpk2DlRW9nVoKDocDX19f+Pr6oqamRj3xgT6LqgLKZCkrKwtZWU9HAdra2kIgEMDWVtmeq1AoIJfLUV9fjydPnnSpZag9PB4PgwYNgr+/Pzw8LHVVMUJMi8YgGRh1sSPEvCQSCVJTU7V+YFXh8/mIjIzEoEGDsBXK5MgBylYgXeZvKgMwE8rWmb8CeBfKWfUA5cK0qpVWDgIYqKUeVXczVSIDKLuZVUPZqtVRC1RH/gTlJBRLmx535CMoZ6/ryrgsXbwG4DyA0VAmlX+BMqFcBiDeiOc1pNLSUvzwww8av93ncrmIi4uDl1frFZ+IpZHL5cjOzkZ6ejoqKio6PsDMHBwc1FOSq5IxQojuqIsdIaTHEAgEmDFjBm7cuIGrV69q/TZWJpMhOTkZjx49wothYTjJ46EGwI9QTiLQkdNQJkcuAH4DZYtIGoBAKBd2XQJl69AtaE+QVDO3jQNQDGWSVd20rastSAAggjJBan+UVluqWeyM2YIEAAugTIjSASzE01Y3S2lBkkqlSE5O1tr1KTw8nJKjHoLH42HYsGEYOnQoHj16hPT0dI1jH83FysoK/fv3x5AhQyxyUVtCLAklSJ1AXewIMR8Oh4OxY8dCKBQiOTkZdXV1WsvfuXMHYrEYk2fNwr9tbbEfwDx0PGX3+abf0VB2oZve9KMyEsAZKBOk2VrqUSVIfQH4AWi+vGhXxyABygQJAB7oWF713birAc6tTSSADwFswNOkzBrAGCOf1xAYYzh79qzWcUdDhgzBiBEjTBgVMQUOhwMfHx/4+Pjg8ePHyMjIwL179zo9k1xX8Xg8+Pj4YNCgQejfvz/NRkeIAVAXOwOjLnaEdC8SiQQpKSkoLCzssOxjV1d8O3s2bGxssAvKViBN5FB2QXsC5TTaU9spo1oQdQSAb7XUtQzKJGo1lK0pSU3bOVAmYfrOitfar1AuFMtrqq+jb72WQDnltiGnLdcmH8oWLiGUyZGxEzNDuHXrFs6fP69xv7OzM+bNm0cfVnsJqVSKzMxM3L9/H2Jx61GFhufg4AAfHx+IRCL4+PjQ+DZCjIC62BFCeiyBQIBZs2bh+vXr+PXXX7V2uXOuqIBbdjaKRSL8084OE7hcjZMr3IUyOQKUEw60Z1TT73tQTuCgKdFRtSA5QbloqipBctVyjD76Nf2WQznGqZ+WssDT1hxTJSr98HT9I0tQXl6OixcvatzP4/EwefJkSo56ERsbGwQGBiIwMBA1NTXIzc1FXl4exGJxl1uWeDweXF1d4e7uDi8vL3h5ecHe3t5AkRNCOosSJEKIReNwOBg3bpy6y51EItFYNiIzE9/27YuzMhm+srHBCju7dstdbfo9AJoTCVXnKjmUCdVoDeWaJ0gOzbYbonsdALhDOW14HZTd97QlSAymmcXOUslkMiQlJUEul2ssExYWBjc3NxNGRboTBwcHBAQEICAgAAqFApWVlRCLxSgrK0NdXR0kEgkkEgmkUik4HA54PB64XC6srKxgb2+PPn36wMHBAQ4ODnBzc4OTkxO4XH0WHyCEmAIlSJ1AY5AI6X68vb2xYMECpKSk4NGjR+2W6Vdejgk5Obg6aBDek8nQv7wck/382pRTJUgTtJzPAcrxP3lQdqFrL0GSA1CNYnGCMplRMcQEDYCyq14/AJlNsUzSUrYGT2ffowSpJcYYzp07h6qqKo1lBg4ciOHDh5swKtKdcblcuLm5UcJMiIXRZQwSfW3RCVu2bKHkiJBuyM7ODnFxcRg3bpzGGZ5ib92Ca20tZBwOXuLx8I+bNyFr1mIgB3Cj6bGm7nUq/k2/b2rYX93ssTOUSZGhFoltTjVRQ0dzblU2e2wJY4FM6d69e8jOzta439HRkRaDJYSQHmD69OnYsmWL1jKUIBFCehQOh4MJEyZg1qxZEAjarnjEl8ux8OJFONXVQcrn430vL4x6/BirpFI8AXAHyu5qgHJqbm1ULUznmh3TXPMEyQnKF1zV2KUBul6QDnSdyU7VvY4L5VpMRKmyslLrpAxcLheTJ0+GtbUhRo0RQgjp7ihBIoT0SD4+Ppg/f36769R41NTg+dRUiMrKAAD1CgVO1tRg5ePHUH2nNAgdt7JMgbJFSALgVDv7VZ21OHg6/mg9gHUA4vS5mA7o24LkDHrxV2lsbERSUpLWwfYhISHw8PAwYVSEEELMid4jO2HdunVITEw0dxiEkA7Y29sjLi4OY8eObbtPKsXvzp3DqoQETE9LA2MMP8tk+LWmBlYKBf6kQ/12eDoF+PF29j9u+u2Apy+2PlAuVGujz4V0QDUxQxmezr7XHlPPYGcJLly4gMrKSo37RSIRRo0apXE/IYQQy5KYmIh169ZpLUMJUifQGCRCLAeXy0VQUBBmzpzZpssdB4CTRIIJ9+8jNiMDACCrq8OsM2cwXMuH5ubmNv1OB3C/1b7mM9gZk6jZ4zyNpWgGu9ays7ORmZmpcX+fPn0QHR1N444IIaQHoTFIhBDSxM/PD/Pnz4e3t3e7+ydmZeG58+exIiUFwqwsfP/998jMzNS6thKgnL1ONZ7oYKt9pkqQ7AD4Nj3+WUs5VcpHCRJQVVWFc+fOadzP4XAQGxsLGxtDtvURQgixBJQgdQJ1sSPEMqm63I0fP75NqwAHwMDSUnjUKCfmbmxsxNmzZ3H69GnIZDKNdXIA/Lbp8Q8AxM32mSpBAoBZzWJQaCijakHq7V3s5HI5kpKStD6vEyZMgFBoqMnYCSGEdBfUxc5IqIsdIZaLw+Fg/PjxiIuLg52GhWKby87OxtGjR1HWNKFDe2YD8ADQAODbZttNmSDNhjJZKwZwSUMZSpCUfvnlF5SXl2vc7+PjgzFjxpguIEIIISZDXewIIUQD1cKyfu0sFNtaVVUVjh8/jlu3brXb5c4awB+aHh/B065spkyQvACEND1ub8KIagCqVX5687KWOTk5uH37tsb9dnZ2iI2NpXFHhBDSi1GCRAjptQQCAWbMmIGQkJAOPxDL5XKcP38eSUlJkEqlbfbPg7JlRgpgX9M2UyZIwNMJI1IBPGq1bxeUSZIDgEgTxdPdVFdX4+zZsxr3q8Ydtbd+FiGEkN6DEqROoDFIhPQcHA4HgYGBmDNnDvr06dNh+dzcXBw9ehQlJSUtttsCWNr0+CCUyYipE6QoKFuSGgFsB6Bq67oNZcsWALyC3jlJg1wuR3JystZxR+PGjdM4iQchhJCeQZcxSBzW0RRN3UhZWRlWrVqFS5cuITc3t8PyV65cwYYNG1BbW4u6ujr07dsX+/btg7u7u7rMrl278MUXX0AgEMDZ2RmfffaZxi431dXVcHJyQlVVFRwdaR16QnoaqVSK1NRU5OVpmyxbSTV9eEBAgLr1qQ7Ab6BMjlYCOAagFMAWANOMFXQr5wCsbnr8PoDopliuAxgJYA963zdjjDGcPXsWd+/e1VjG29sbcXFx1LWOEEJ6gY4+01vM+2RGRgYWLlwINze3DqfdBYA7d+5g8eLF2LFjB86fP49ff/0VDg4OqKurU5c5evQoNm/ejJ9++gkXLlzAxIkTMXfuXCgUmuaAIoT0ZDY2Npg2bRrCwsLA5Wp/eVQoFLh06RISEhJQX18PQDnd9pKm/d9BmRwBgLOR4m3PJAAxTY+3Avg3lMkRAPwZFvSib0CZmZlakyOBQEDjjgghhKhZzHulu7s7EhMTERQUpFP5jRs34rnnnsOIESMAKL/tPXz4MPr166cu88EHH2Dp0qXqFqVXX30VaWlpSE5O1lo3dbEjpOficDgYNWoU5s6dq1NLcUFBAY4cOYKioiIAwLNQjvOpaVbGVF3sVN4A4AigHMDGpm1hAMaYOI7uoKSkBOfPn9e4XzXuSJcZDQkhhFi+HjXNt1Ao1HnBPsYYEhIS4ODggMWLFyMsLAxz587FjRs31GUaGhpw5coVBAQEqLc5OztDJBJpfTMFaJpvQnoDDw8PzJ8/HwMHDuyw7JMnT3Dy5Elcu3YNfRjDf7fab+oOuX0BvIeWL/AvmTiG7kAikSApKUlrr4AxY8bAx8fHhFERQggxp147zXdZWRmqq6vxwQcf4O2338aFCxcwZ84chIeHo6CgQF2msbERrq4tVwRxdXVVfxNMCOndrK2tMXnyZEyaNAk8Hk9rWcYYrl69iv/85z+Y1awrL2D6FiRAOeV3fNPjmQBGmCEGc5LL5Th16hSePHmisYyvry8mTJhgwqgIIYRYgh6ZIKmm4J09ezb8/f0BACtWrICrqyu++uqrFmXb63NO/dAJISocDgcjRozAM888A2dn5w7LFxYW4tiRI3i7pAQcAH4AzDVp9O8B/ADgbTOd31wYY0hNTW0z02BzDg4OmDx5Mr3eE0IIacPK3AEYg4uLCzgcTpvpWn19fdWzU3l4eMDKygoVFRUtylRUVEAoFGqtf926dbC2tgagbKaj7naE9Hxubm6YN28ezp8/j3v37mktK5FIUP/DD/hrcDBCR48Gp4MJH4ypN05a/euvvyInJ0fjfisrK0ybNk3nbtuEEEIsX2JionoOgYaGBq1le2SCZG9vj5EjR6K4uLjFdrFYrJ7Cm8/nIygoCDdv3lTvr6qqQl5eHsLDw7XWv2XLFprmm5BeiM/nIzo6Gt7e3jh//rzWNXUYYyi6dAkX8vIQGxur0xpLpOuysrJw7do1rWUmTZoENzc3E0VECCGkO2jeqFFdXY2dO3dqLNtjuth9+umneO6559R/r169GsePH0dhYSEA4NSpUygqKsKyZcvUZV5//XXs3bsX5eXl6joCAgIwefJk0wZPCLEoQ4cOxbx583T6kF1cXIwjR47otLaSOTDGIJfLdVo+obt7+PAhzp49q7XM6NGjMWTIEBNFRAghxBJZTAuSRCLBzJkzUVxcjOLiYkRHR2PhwoVYtWoVACA/Px+ZmZnq8itWrEBlZSWmTZsGV1dXWFlZISkpCQMGDFCXmT9/PoqLizF16lTY2trC2dkZP/zwQ4frnxBCiLOzM+bOnYtffvkFd+7c0VpWKpUiMTER/v7+mDhxYocTPhiLVCrFw4cPUVhYiMrKSlRXV0MqlUKhUIDH46FPnz5wcXGBn58ffH194eDgYJY4O6OoqAinTp2CXC7XWEYkEmHixIkmjIoQQogl4rCe8LWhiahW3X3llVcwe/ZsGntECAEA5OTk4Ny5cx32aQaUY5kmT56s04QPhlJVVYVr164hJydHr4WwXVxc4OvrCz8/P/Tt2xfW1tZgjKGiogKPHj1CcXExJBIJeDweBAIBhEIh+vfvb/I1hcRiMU6ePKm1y6O7uztmz54NPp9vwsgIIYR0N4mJiThx4gR27tyJqqqqdofNUIKkB1WCpOlmEkJ6r+rqaiQnJ0MsFndY1srKCuHh4Rg6dKhRZ1GTSqW4cuUK7ty5Y5AudAKBAHK5XGsiyOFw0K9fP0yYMMEk43zKy8tx8uRJ9eyl7bG3t8czzzwDe3t7o8dDCCGk++voMz0lSHqgBIkQoo1cLsfly5eRnp6uU/lBgwZh0qRJ6lkxDYUxhuzsbFy8eBESicSgdeuKw+Fg6NChmDhxotFmiyspKUFCQoLW5IjP52P27Nlwd3c3SgyEEEIsT0ef6S1mDFJ3sm7dOupiRwhpg8fjITQ0FN7e3khNTdX6wR1Qds0rLS3F5MmT0bdvX4PE8PjxY/z888949OiRQerrLMYY7t69i4cPHyI6Oho+Pj4Grf/BgwdISUlBY2OjxjI8Hg8zZsyg5IgQQoiaqoudNtSCpAdqQSKE6Kq2thanT59GUVFRh2W5XC6CgoIQEBDQ6S53MpkM169fx82bN/UaZ2Qqo0aNQnBwMKysuva9nEKhwK+//orr169rLcflcjF9+nT10g6EEEKICnWxMyBKkAgh+mCM4dq1a7h27ZpOY4B8fHwQExOj1yQHjDHcv38fly5dQm1trc7HcblcODk5oU+fPuDz+ZBIJCgvL9dpoonOcnZ2RkxMDDw8PDp1fFlZGc6dO9fhOC8Oh4MpU6a0mLWUEEIIUaEEyYAoQSKEdEZRURFSUlLw5MmTDssKBAJER0d32PIhkUiQk5ODO3fuoLKyUudYXF1dMXbsWPTr16/NjG4KhQIlJSUoKChAQUGBeo04bTgcDrhcrtbptVuXHzhwIEaPHq1Tt0LGGIqLi5GRkYHc3Fyd6o+JicHgwYN1iocQQkjvQwmSAdE034SQzpJKpThz5gwePHigU/mAgAAEBQW1u2ZSRkYGLl++rHX8TWs2NjYIDg7G8OHDde7GV1dXh0ePHqGsrAyVlZVoaGgAYwz29vYQCoXw9vaGq6srFAoFHj58iOvXr6O0tFTnmDw9PTFq1Cj079+/zXXW1NQgOzsb9+7dQ1VVlU718Xg8TJkyBSKRSOcYCCGE9C40zbeBUQsSIaQrGGO4ffs2Ll68qFOLi4eHB2JjY+Hk5KTeVlBQgB9//FGv8w4ZMgQTJ06EQCDQO2Z9MMaQmZmJixcval2TqDVra2t4eHjAzs4OjY2NqKio0DkpUrG1tcXUqVPh5eWlb9iEEEJ6GWpBMiBKkAghhlBeXo6UlBSdusbx+XxERERgyJAhAIDjx4+jpKREp/O4uLggPDwc3t7eXYpXX9XV1Th9+rTOcXaVu7s7pk6dCgcHB5OcjxBCiGWjBMmAqIsdIcRQZDIZfvnlF2RmZupUfsiQIRg3bhwOHjzY4YQPfD4f48aNw+jRo8Hlcg0Rrt4YY0hLS8PVq1eNNqseh8NBQEAAxo8f3+XZ8QghhPQO1MXOwKgFiRBiaDk5OTh37pxBZo/jcDgYPHgwgoODYW9vb4Douq68vBypqak6TfigD09PT4SGhhps/ShCCCG9B7UgGRAlSIQQY6ipqUFKSkqXuqQ5OTlh5syZ3fK1iTGGvLw8pKen67QulDZeXl4IDAyEn59fp9eMIoQQ0rtRgmRAlCARQoxFoVDg6tWrSEtL02nNpOZ4PB6WL1/e7ox33Y1YLEZ6ejpyc3N1nhrc3t4eQ4cOxbBhw+i1lxBCSJd19JmeOm13wrp162gMEiHEoLhcLoKDg+Hj44PTp0+jrq5O52NFIpFFJEfA05n5pFIpcnJyUFhYCLFY3GKRW1tbWzg5OUEoFEIkEsHT05NaiwghhBiEagySNtSCpAdqQSKEmIJEIsGZM2eQn5+vU/nY2FiLXxhVoVCoW5RaL2BLCCGEGFJHn+nNM70RIYQQjQQCAaZPn47w8PAOW4a4XC78/PxMFJnxcLlc8Pl8So4IIYSYHSVInbBu3TokJiaaOwxCSA/G4XDg7++P+fPnw93dXWM5f39/2NjYmDAyQgghxHIlJiZi3bp1WstQFzs9UBc7Qog5yOVyZGZm4t69eygrK1NP4jBo0CBERkZSqwshhBCiB5qkgRBCLByPx4O/vz/8/f1RX1+Puro68Pl8ODg4mDs0QgghpMehBIkQQiyIra0tbG1tzR0GIYQQ0mPRGKROoDFIhBBCCCGEWB4ag2RgNAaJEEIIIYQQy0bTfBNCCCGEEEKIjihBIoQQQgghhJAmlCB1Ao1BIoQQQgghxPL0uDFIZWVlWLVqFS5duoTc3FytZTdu3Ihjx47B2dlZvW38+PH48MMP1X+Xl5dj9erVuHXrFuzt7cEYw7Zt2xAWFtZunTQGiRBCCCGEEMvWY9ZBysjIwKpVq+Dv7w9dc7odO3YgOjpa4/5XX30VeXl5uHjxIvh8Pv7xj38gLi4O+fn5tL4IIYQQQgghvZDFdLFzd3dHYmIigoKCDFZnWloawsPD1avQx8bG4vHjx7h7967W46iLXe9Cz7Vuetp96u7X093j6y562n2yhOvpDjF2hxgMqbtfT3eIz9QxmOJ8xjiHIeu01Oddly52FpMgCYVC2NjY6HXM7t27ER0djYiICKxatQplZWUt9s+fPx8JCQmoqqoCAOzfvx8eHh4YNmyY1nq3bNmC6dOn63cBxGJ1hxcAS9DT7lN3v57uHl930dPukyVcT3eIsTvEYEjd/Xq6Q3yUIJm+Tkt93qdPn44tW7ZoLWMxCZK++vfvj+DgYCQnJyM1NRUymQyRkZFoaGhQl9m0aRNiYmIgEokwZMgQHD9+HKmpqdS9rou6w3+Y3qY33nNLvObuGHNXYjL1sd3tA4muZQ1drqv1GHt/Z4/VtK8zx+hTXp/zdrWsLtt0uabO1GPsvzXt03acrvt0eWyoelSP9TmntmP03aZL/frUo6leXcsnJibqVZe+9XS0Tdc42ivbUT3aWMwYJH0tX768xd/btm2Di4sLTpw4gQULFgAA4uPjcenSJdy/fx+urq7Yu3cvnnvuOZw+fRqurq5t6lSNfaqurjZ6/JbsxIkTCA0NNXcYBtPQ0NDtn/PucM9NfZ+Mfc3GuB5Dxmyo+LoSk6mP7cwx+t4nfc6ha1lDltPlejqqx9j7tcWo7VhN+zpzjKYY2iuvz3m7WlaXbe2VaX09nanHmH9ri0/bcbru0+Vx8xi6Uo/qcUf72zufrvVo29beNWkqo0s9rX/rWmfz3wB0rktTWU37Otqm6XHzbaoYWpfVVo+/vz8AaJ7XgFmYr776iolEok4d6+TkxLZv384YY+zJkyeMy+Wyb775pkWZgQMHsk2bNrV7fEFBAQNAP/RDP/RDP/RDP/RDP/RDPxb+U1BQ0O5n/h7bgrRmzZoWU3o/efIE1dXV8PPzAwA0NjZCoVDA2tq6xXHW1taoqKhot05vb28UFBTAwcEBHA7HeMETQgghhBBCjIIxhpqaGnh7e7e7v8ckSJ9++ikuXLiA7777DgBw9OhRTJ06FTNmzAAAvPfee/Dx8UFcXBwAwNHREZGRkfj6668xf/588Pl8nD17Fvfu3cOOHTvaPQeXy4Wvr69JrocQQgghhBBiHE5OThr3WUyCJJFIMHPmTBQXF6O4uBjR0dFYuHAhVq1aBQDIz89HZmamuvy7776LrVu3YuvWraivr0ffvn2RlJTUYgKG7777DmvXrsXEiRNhZ2eHuro6/Otf/6IZ6gghhBBCCOmlOIzpuOpqL7Fr1y588cUXEAgEcHZ2xmeffabultdcdXU1Pv74Y/z000/g8XioqqrC0qVLsWbNGup+Z4F0fd6bk0gkGDlyJKKiorBnzx7TBGpG+t6jvXv34n//93/B4/FQWVmJ8PBw/POf/zRhxNrpcz03btzA66+/jrq6OsjlcvTr1w87duyAj4+PiaNWKisrw6pVq3Dp0iXk5uaaJYbuQp970d7C4StWrMDvf/97I0VnGIwx7NmzB3v27FH/fwoJCcHWrVvh7OzcreMw1T0/fvw4PvvsMzQ2NqKyshICgQDbt2/HxIkTDXoec3n22Wdx6dIlPHjwwNyhqG3cuBHHjh1r8dyPHz++xfAGU7ly5Qo2bNiA2tpa1NXVoW/fvti3bx/c3d0Nep7hw4dDKBS22JaRkYH169dj9erVBjlHeXk5Vq9ejVu3bsHe3h6MMWzbtg1hYWFdqlcqlWLjxo1ITU1FY2MjnJycsHPnzg6XtgG0v84WFBTgxRdfxOPHjyGRSPDCCy/g5Zdf7lKs+sSQk5ODLVu2ICsrC4wxNDQ04K9//au6x1indWq2gx7qyJEjTCgUMrFYzBhj7J133mFjx45lcrm8TdkTJ06wMWPGsNraWsYYY/fv32dOTk7s008/NWnMpOv0ed6b27BhA3NycmLLli0zQZTmpe89+vrrr1lYWBh7/PgxY4wxsVjMpk2bZrJ4O6LP9SgUCubr68veeOMN9d+LFi1ikydPNmnMKunp6SwqKoq9/PLLnZ6wpqfQ915ERUUZPSZjqKmpYfb29uzu3buMMeUkQyEhIWzBggXdPg5T3fPp06ezw4cPq/9+8803mZubW4ev45YgOTmZOTs7d7v/72+//TY7ffq0ucNgt2/fZv3792e3b99mjDEml8vZggULWF5ensHPNWfOnBZ/NzQ0MG9vb1ZYWGiwcyxZsoSFh4ezhoYGxhhjn376KXN2dmbV1dVdqjc+Pp6FhIQwiUTCGGNs48aNTCQSsSdPnmg9TtvrrFwuZ2PGjGHvvvsuY4yx0tJS1rdvX3b06NEuxapPDGvWrGErV65kCoWCMaZ8f7eysmLXrl3r0jkpQWomNDSUvf766+q/KysrGZfLZadOnWpTNi0tjf3www8tts2fP5/NmDHD6HESw9LneVfJzs5m4eHh7Pe//32vSJD0uUeNjY3My8uLJSYmmjJEvehzPWKxmAFg//nPf9Tbdu7cyezt7U0Sa2tFRUWsvr6+SzN69hT63gtLTZDq6+vZ+++/32LbJ598wgQCgfpDQXeNw1T3/OrVqy2SoRMnTjAArKKiwiTnN5aGhgYWFBTE/va3v3W7/+/dJUFavHgxe+utt8xy7kOHDrG5c+catE5/f3/25ptvqv++desWA8CuXLnS6TrlcjkTCATsiy++UG+rrKxkANjevXu1HqvtdTYxMZHxeDxWVVWl3rZ69WoWFhbW6Vj1jeHgwYPqL21UXF1d2datW7t0zh67UKy+GhoacOXKFQQEBKi3OTs7QyQS4fz5823KBwQEYPbs2S221dXVwdPT0+ixEsPR93lX+dOf/oQPP/wQXG7P/y+k7z1KS0tDUVERysvLMX36dISFheGFF16AWCw2Zdga6Xs97u7uiIyMxOHDhyGXy1FfX49jx45h0qRJpgxbTSgUwsbGxizn7m46cy/i4+MRGRmJ6OhobNu2DTKZzEjRGY6NjQ1ef/31FttU3YhM2aW7s3GY4p6PHz9e/XpcU1OD3bt3Y/ny5XBxcTH4uUzp448/xqJFizTOtGVuu3fvRnR0NCIiIrBq1SqUlZWZ9PyMMSQkJMDBwQGLFy9GWFgY5s6dixs3bpjk/F9++SVWrlxp0Drnz5+PhIQEVFVVAQD2798PDw8PnbrCaVJWVgaJRIK+ffuqtzk7O8PW1haXL1/Weqy219nz589DJBLB0dFRvW3MmDG4cuWKQf+fa4th0aJFGDp0qPpvhUIBqVTa5c/jPf/TnY7KysrQ2NjYZoFYV1dXFBUVdXi8WCzG+fPnDdYHlZhGZ573Y8eOwdPTEyEhIaYI0ez0vUc5OTkAgB07duDAgQM4d+4cZDIZpk6dCoVCYZKYtensc56Xlwc/Pz+IRCL06dMHBw4cMEW4xIDGjx+PefPm4ezZszhy5AiOHDmC//7v/zZ3WHpjjOHw4cN48803u30cpr7nzz77LLy9vcHn8/HJJ58Y7TymUFhYiEOHDuFPf/qTuUNpV//+/REcHIzk5GSkpqZCJpMhMjISDQ0NJouhrKwM1dXV+OCDD/D222/jwoULmDNnDsLDw1FQUGDUc+fn5+Pu3bvq2ZINZdOmTYiJiYFIJMKQIUNw/PhxpKamtphkTF8eHh6ws7NDfn6+eltFRQXq6+s1Lm2ji6KionbfS2UymcmTZZV///vfcHd3x+LFi7tUDyVIrbT3LVhH39AxxrBy5Ups3rwZgYGBxgqNGJGuz7tEIsGmTZvw3nvvmSKsbkXXeySVSgEAL730EpydncHj8bBhwwakpaXh559/NnqcutL1emQyGaZMmYJBgwahoKAAjx49goeHB1555RVThEkM6MMPP0RsbCwAwM3NDevXr8e//vUvs72Rd9aOHTvQr18/vPTSS90+DlPf8wMHDqCiogK+vr4ICgpCbW2tUc5jCn/+85/x3nvvgc/nmzuUdi1fvhzx8fHg8XiwsrLCtm3bcOfOHZw4ccJkMajeb2bPng1/f38AyklAXF1d8dVXXxn13Lt378bzzz9v8J4k8fHxuHDhAu7fv4+srCy88cYbeO6557qUyHA4HLz44ovYtWsXysrKwBjDpk2bYG1t3eUeCZo+I5tjwrLy8nK89dZb2L9/P+zs7LpUFyVITTw8PGBlZdXmH2BFRUWbGUtai4+Px9ixY/Haa68ZM0RiBPo+71u2bMGKFSvg4eFhqhDNTt97pPo2qXmXENXscHl5eUaMVDf6Xk9ycjKuXbuGDRs2gMfjqRO+vXv34ty5c6YKmxiBSCQCAIuaCXD//v1ISUnBvn37zDpjamfjMMU95/P52Lp1K3JycnDw4EGjnceYUlJSwBjDlClTzB2KzpydneHk5IT79++b7JwuLi7gcDhtuiD6+voa9f1GoVDg22+/xYoVKwxab11dHXbt2oX4+Hj1e+nSpUtRW1uLnTt3dqnu7du3Y8mSJZg7dy5iYmIwZswYDB06FIMGDep0nV5eXu2+l/L5fLi5uXUpXn3V1NRg4cKF+PDDDw0yeyUlSE34fD6CgoJw8+ZN9baqqirk5eUhPDxc43Hx8fFwd3fHX//6VwBAenq60WMlhqPv856amooDBw4gOjoa0dHRSEhIQEJCAqKjo/Htt9+aMnST0fceTZgwAVwuF8XFxeptqvFHHU2dbgr6Xo+qH7W1tbV6m+pxV77RI6ZVWlqKbdu2tdim6lLZHf5d6uLAgQP49ttvcfjwYdja2iIrK0v9DXp3jMOU97x1qz6fz4e1tbXFtiD9+OOPePDggfq9ZuvWreo1INesWWPu8ACgTRxPnjxBdXW1Sf8/2dvbY+TIkS3ebwDle44x40hISMCoUaMMvtRDY2MjFApFi/cbQPme09X3GysrK2zYsAHnz59HamoqFi1ahNzcXMyaNavTdYaHh+PBgweoqalRb0tLS0NQUJBJWz5ramowd+5crF27FtOnT4dUKkVWVlbXKu3SFA89zJEjR5iXlxcrKytjjDG2efNmNmbMGCaXy1llZSULCwtjqamp6vKrVq1ir776KqupqVH/REZGmit80kn6Pu/NLVu2rFfMYqfvPVq6dCmbNGkSk0qljDHG/ud//oeNHj2ayWQys8Tfmj7XIxaLmaurK9u8ebP6+M2bNzMnJydWUlJilvgZYzSLXTPt3YvWz2Nubi5zd3dnBQUFjDHGJBIJmzJlSptpe7ur/fv3s8jISFZaWqp+v/nd737HcnNzu00c5rznAoGApaenq//+/PPPmY2NjXrqZ0vXHf+/9+/fn/3444/qv9evX898fX27PB21vr788kvm6urKHj58yBhTzqxmZ2fH7t+/b7Rzzps3j504ccIodUdGRrKZM2eqp/k+c+YM43K5LCEhoUv1btiwocVsrGvWrGG/+93vdD6+vX+Dqmm+t2zZwhhTvl96enoafJpvbTFUV1ezSZMmse+++079mnTr1q0ufzajBKmVnTt3srFjx7LQ0FA2c+ZMlp+fzxhj7NGjR8zV1VW9zsKhQ4cYgDY/3e0FjOhG1+ddJSsri0VFRTFPT0/m6enJoqKiWFZWljlCNxl97lFtbS374x//yEaOHMkmTZrEFixYoP6Q1F3ocz2XLl1isbGxLDQ0lE2cOJFFR0ezCxcumCXuuro6FhUVxYYNG8ZsbGxYVFRUr11/Tdu9aP08SiQStnnzZhYSEsKioqLY+PHj2csvv8wqKyvNeAW6KSoqYjwer933HFMmSB3FYc57vmPHDhYaGsqioqJYaGgomzRpEktKSjL4ecwhLi6uxb/xQ4cOmTskxhhje/fuZVFRUSwqKoqFhISw2bNns8zMTLPE8v7777ORI0eyiIgIo78+l5SUsAEDBrDGxkaj1F9YWMiWLl3Kxo0bxyIiIti4cePYnj17ulzvl19+yUaMGMEiIiJYcHAwW7t2Lauvr+/wuI7ec/Lz89nMmTNZaGgoGzNmDNu5c2eXY9UnhldeeaXd16SuJkgcxhjrWhsUIYQQQgghhPQMNAaJEEIIIYQQQppQgkQIIYQQQgghTShBIoQQQgghhJAmlCARQgghhBBCSBNKkAghhBBCCCGkCSVIhBBCCCGEENKEEiRCCCGEEEIIaUIJEiGEEGIhFAoFnjx5Yrbz19TUmO3chBBiKpQgEUJIDxcQEAA7OztwOBy4ublhypQpLfafOnUKHA4HX3zxRYvt27Ztg1AoBJfLhVAoxLVr10wZtlpcXBxcXV3B4XCwZ88es8TQGYaO+8GDBwgJCcHdu3e7HlwnxcXF4f/+7//Mdn5CCDEFSpAIIaSHu3nzJv7yl78AAD755BMkJSW12J+SkgIASE5ObrF97dq1SEpKQnBwMIqLizFu3DjTBNzKv//9bxw9etQs59bFxo0bweFw8ODBgxbbDRl3UVERJk2ahD/84Q9mex4A4Msvv8Sf//xn7Nu3z2wxEEKIsVGCRAghvUBsbCyAp8lQc8nJyXB0dERKSgoYYy32paSkqI8l5vPyyy9DJBIhPj7erHEMHToUGzduxEsvvYSioiKzxkIIIcZCCRIhhPQCEyZMgJOTU5tWosePH6OoqAjPPfccxGIx0tPTW+xPSUnB5MmTTRkqaSUjIwPHjh3DmjVrzB0KAOC//uu/YGVlhb///e/mDoUQQoyCEiRCCOkFeDweIiMjkZeXh/v376u3p6amIioqSt1K1DyBUigUuHTpEsLDwwEAZ86cwW9/+1sMGDAA7u7u8PPzw2uvvYba2lr1MTNmzICNjQ04HA6EQqF6XNO1a9cgFAphZWUFd3d3XL58GQBQX1+Pv/zlLxg4cCBcXV3h4+ODF198EWKxWKfrUigU+OijjzBixAi4urrC09MTS5YsaXGNf/vb3yAUCsHhcLB8+XIcOnQIY8eOhaOjI0JCQnD16tU29YrFYixduhQuLi7w9vbG1KlTkZGRAQ6HA4FAAKFQiOzsbAQEBOCDDz4AAAQFBUEoFEIoFKKioqJNnBs3bsTgwYPh4uKCefPmobS0VKdrPHDgAAC0ackbNmwY+vTp06J7X0FBAYRCIaytrdG/f3912W+++QZCoRA8Hg/R0dE4c+YMQkJC4OjoiODgYPXz8dFHH2Hw4MFwd3fH888/3+6EENbW1oiIiMD+/ft1ip8QQiwOI4QQ0it8/PHHDAD74osv1NtWrVrFvvzyS1ZaWso4HA6Li4tT77ty5QqLjo5W/71gwQIWHR3NxGIxY4yx69evMz8/P7Zo0aIW51m7di0DwK5fv95ie2lpKXNzc2N1dXWMMcbkcjmbNm0a8/HxYVevXmWMMZadnc1Gjx7Nhg4dympqatTHnj59mgFgX331VYs6V6xYwRwcHNhPP/3EGGOsuLiYxcTEMA8PD/bw4cMWZQGwESNGsLfeeotJpVJWWVnJgoODmbu7O5NIJOpyUqmUBQYGMj8/P3br1i3GGGNpaWksJCSEAWDLli1rUe/bb7/NALDc3Nw291wVd2BgIDt06BBTKBTszp07zM3Njf3mN79pU7490dHRTCgUtrtP07mjoqKYSCRqU14kErEBAwawl156idXV1bHq6moWGhrKPDw82Oeff86OHTvGFAoFu3DhAuPxeOytt95q97xvvvkmA8Dy8/N1ugZCCLEk1IJECCG9RHutRMnJyYiNjYWHhwdGjx6Ns2fPorGxEUDb8UeDBg3C+++/D3d3dwDAmDFjsH79ehw6dAhZWVnqcsuXLwcAfP311y3Ov2/fPsybNw8CgUD996lTp7B582aMHz9efY6PPvoI9+7dwz//+U+t13Pu3Dns3r0bq1evVs/M5+npic8//xxisRjvvfdem2MqKiqwadMmWFtbw9nZGStXrkRZWRl++eUXdZndu3cjLS0Na9euxciRIwEoZwLsyvifgQMHYuHCheBwOBg+fDji4uKQkJCAhoaGDo/NysqCp6dnp8/dWmFhITZv3gyBQAAHBwesXLkSYrEYSUlJmDt3LjgcDkJDQxEWFobDhw+3W4dQKAQA3Lt3z2BxEUJId0EJEiGE9BKjR49G3759cfr0aQDKmdGkUikGDBgAQJlA1dTUqLtbtR5/tG3bNkyYMKFFnUOGDAEA3LlzR71t+PDhCA4Oxr59+yCTydTb9+zZg2XLlqn/PnjwIABg2rRpLepUJUuJiYlar0fT8YMHD4ajo2O7x48bNw5WVlbqv/38/ACgxYQDP/zwAwBld8HmoqOjtcajzcSJE1v87ePjg8bGRpSVlXV4bHl5Oezt7Tt97tYGDx4MNze3FrEAaPPc+vr64uHDh+3WoYqnvLzcYHERQkh3QQkSIYT0EhwOB9HR0SgpKUFGRgZSUlIQExOj3t+8hUkmkyEtLQ3BwcHq/YWFhYiPj8eoUaPg6ekJoVCIhQsXAkCbMTfLly+HWCzGjz/+CABIS0tDbW0tIiIi1GWys7MBKBMi1dgdoVCIESNGwN7evk2dramOf+aZZ1ocLxQKwRhDZWVlm2NUrV8q1tbWANCiJSc3NxcA4OXl1aKsqtWkM3Q5ryYNDQ0tkrquah0Ln89vd7u1tTUkEkm7daji0SV+QgixNIZ7xSWEENLtxcbG4uDBg0hJScGNGzdaLBobFRUFHo+H5ORkxMTEYOzYseoPwjU1NQgNDQWHw8HRo0cxbtw4cDgcpKamtkiyVH77299i9erV2LNnD+bMmdOm9QiAekrxnJycTrWQqI5PTU2Fv7+/TsdwuR1/L6iql7Wa8rwrdDmvJnZ2di1a4nShUCg07uNwOHptb48qMbKzs9MrLkIIsQTUgkQIIb2IqstcSkpKmzFGjo6OmDBhAn755RecPHmyRfe65ORkFBQU4JVXXsH48eM7/DDt4uKCOXPm4OTJkyguLsZ3332HP/zhDy3KDB06FICyZaq1u3fv4ubNm1rPoe34/Px8dVdBfQ0cOBAAUFxc3GJ7679NxcvLC48fP9ZaRjVuTEXXWQA7SxWPt7e3Uc9DCCHmQAkSIYT0IoMHD0a/fv2QkJAAe3v7Nt3GYmNj0dDQgF27drVInmxsbAC0bWUoKCjQeK5ly5ZBJpNh2bJlGDlyJEQiUYv9ixcvBgAcO3asxXbGGJ599lkkJSVpvRZNxwNAfHw89u7dq/V4TWbPng0A6u6BKqmpqe2WV7V+qZKUb7/9tt0FeTvL39+/3SSwueb7xWIxcnJyDHb+9jx8+BBcLhcjRoww6nkIIcQcKEEihJBeJiYmBlKptM26OsDTcUh8Ph+BgYHq7WFhYfDy8sLOnTuRmZkJQDm72rvvvqvxPDNmzIBQKMSpU6fUM9s1t2TJEsycORPbt2/HuXPnAAB1dXVYs2YN6uvrsWLFCq3XERERgRdffBFfffUVvv/+ezDGIJPJ8OGHH+LixYt4/fXXO7wX7VmxYgVGjx6Nbdu24fbt2wCAmzdvaky4hg8fDgC4ffs2pFIptm7diqqqqk6duz2TJ09GdXU18vLyNJbZuXMnpFIp6urqsG7dOvj6+hrs/O1JS0tDUFAQnJycjHoeQggxCzNOMU4IIcQMvvnmGwaAHT16tM2+uro6ZmNjw+bPn99mX1paGps2bRpzdnZmAwcOZNOmTVOvreTo6MimT5/e5pg1a9Ywe3t7Vltb224sUqmUvfPOO2zQoEHMw8ODDRgwgP3xj39khYWF6jKzZs1iLi4u6vOMHTtWvU+hULBPPvmE+fv7Mzc3NyYSidjixYtZZmamusznn3/OPD09GQBma2vLPD09GWOMvfrqqy3qbR5/SUkJW7JkCXNycmI+Pj5s9uzZ7P79+wwAe/7551tcg1wuZytWrGAeHh7Mx8eHvfDCC0wul7Ply5e3qH/evHmMMcYmTJjA7O3tGQDm7u7O3nnnnXbvjUpZWRkTCATs448/brNPtQ5SYGAgc3R0ZP7+/uynn35iUVFRjMvlMk9PT7Zv3z72448/Mk9PT8blchmfz2eenp4sNzeXvfLKKy1inDNnDmtsbGSenp7M1taWAWCenp7s888/V5/z0aNHjM/ns88++0xr3IQQYqk4jBlwFCohhBDSQ5WUlEAoFOKNN97A9u3bTXruTZs24bPPPkN2drZ6HSkA2LhxI9555x3k5uaif//+JonltddeQ1JSEm7cuKGeAY8QQnoS6mJHCCGEtBIREdFm4gPVYrKRkZEmj2f9+vUICQnBggULIJVKTX5+lT179uDQoUP4/vvvKTkihPRYlCARQgghrVy8eBHr169XJyNpaWlYu3YtIiMjMWvWLJPHw+PxcPjwYYSHhyMtLc3k51e5fPkyLl26pJ5BkBBCeiJaB4kQQghpZevWrfj+++8xcOBASCQSODg4YNGiRXjnnXe6tKZRV3C5XKxfv94s51bZtWuXWc9PCCGmQGOQCCGEEEIIIaQJdbEjhBBCCCGEkCaUIBFCCCGEEEJIE0qQCCGEEEIIIaQJJUiEEEIIIYQQ0oQSJEIIIYQQQghpQgkSIYQQQgghhDShBIkQQgghhBBCmvw/XrgQ1X0dqjwAAAAASUVORK5CYII=", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.contributions import spectral_contribution, plot_spectral_contribution\n", "\n", "spectrum, spectrum_contribution_list_names, \\\n", "spectrum_contribution_list = spectral_contribution(planet, star, model_fuzzy_deck, \n", " atmosphere_fuzzy_deck, opac_sio2, wl,\n", " contribution_species_list = ['H2O'],\n", " cloud_species_list = ['SiO2'],\n", " bulk_species = True, \n", " cloud_contribution = True,\n", " )\n", "\n", "fig = plot_spectral_contribution(planet, wl, spectrum, spectrum_contribution_list_names, \n", " spectrum_contribution_list,\n", " return_fig = True,\n", " line_width_list = [6,6,2,2],\n", " colour_list = ['black', 'gray', 'cyan', 'orange'],\n", " y_min = 1.58e-2, y_max = 1.80e-2,\n", " )" ] }, { "cell_type": "markdown", "id": "b1479a38", "metadata": {}, "source": [ "We can see that the $\\rm{SiO2}$ fuzzy deck parameterization is generating a shallow slope from 0.2 to 3.5 ΞΌm with its scattering properties, while also imparting an absorption feature between 8-9 ΞΌm. \n", "\n", "Let's now use the helper function `vary_one_parameter` to explore how each parameter of the fuzzy deck model directly affects the resultant transmission spectrum." ] }, { "cell_type": "markdown", "id": "8de7d514", "metadata": {}, "source": [ "* Cloud deck pressure ($P_{\\mathrm{top, \\, deck}}$):" ] }, { "cell_type": "code", "execution_count": 25, "id": "d3f67104", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "param_name = 'log_P_top_deck_SiO2'\n", "vary_list = [-3,-2,-1,0,1,2]\n", "\n", "vary_one_parameter(model_fuzzy_deck, planet, star, param_name, vary_list, wl, opac_sio2, \n", " P, P_ref, R_p_ref, PT_params, log_X_params, cloud_params,\n", " y_min = 1.60e-2, y_max = 1.96e-2,\n", " )" ] }, { "cell_type": "markdown", "id": "d981b750", "metadata": {}, "source": [ "* Mean particle size ($r_m$)." ] }, { "cell_type": "code", "execution_count": 26, "id": "8744401d", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "param_name = 'log_r_m_SiO2'\n", "vary_list = [-3,-2,-1,0,1]\n", "\n", "vary_one_parameter(model_fuzzy_deck, planet, star, param_name, vary_list, wl, opac_sio2, \n", " P, P_ref, R_p_ref, PT_params, log_X_params, cloud_params,\n", " y_min = 1.62e-2, y_max = 1.96e-2,\n", " )" ] }, { "cell_type": "markdown", "id": "64f56944", "metadata": {}, "source": [ "We see that as the particle gets larger the opacity becomes more 'gray'-like, which produces a flat spectrum. " ] }, { "cell_type": "markdown", "id": "70d6c764", "metadata": {}, "source": [ "* Maximum number density ($n_{\\rm{max}}$):" ] }, { "cell_type": "code", "execution_count": 27, "id": "54fd86e2", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "param_name = 'log_n_max_SiO2'\n", "vary_list = [5,10,15,20,25]\n", "\n", "vary_one_parameter(model_fuzzy_deck, planet, star, param_name, vary_list, wl, opac_sio2, \n", " P, P_ref, R_p_ref, PT_params, log_X_params, cloud_params,\n", " y_min = 1.58e-2, y_max = 1.92e-2,\n", " )" ] }, { "cell_type": "markdown", "id": "403cafb6", "metadata": {}, "source": [ "* Cloud fractional scale height ($f$):" ] }, { "cell_type": "code", "execution_count": 28, "id": "264ed4b3", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "param_name = 'f_SiO2'\n", "vary_list = [0.1,0.3, 0.5]\n", "\n", "vary_one_parameter(model_fuzzy_deck, planet, star, param_name, vary_list, wl, opac_sio2, \n", " P, P_ref, R_p_ref, PT_params, log_X_params, cloud_params,\n", " y_min = 1.60e-2, y_max = 1.96e-2,\n", " )" ] }, { "attachments": {}, "cell_type": "markdown", "id": "ad869936", "metadata": {}, "source": [ "#### Slab Model\n", "\n", "The slab model places a cloud spanning pressure space (from `log_P_cloud_top` to `log_P_cloud_top` + `Delta_P`) where an aerosol has a constant mixing ratio in that pressure range. The model is defined by : \n", "\n", "* $\\log(P_{\\mathrm{top, slab}})$ : The pressure at which the top of the slab is located\n", "\n", "* $\\Delta \\log(P)$ : The range the slab extends\n", "\n", "* $\\log(r_m)$ : The mean particle size in um (log = -3 -> 0.001 um). Ranges -3 to 2 for aerosols in the database.\n", "\n", "* $\\log(X)$ : Mixing ratio of aerosol species within the slab\n", "\n", "Note that if you are loading in your own refractive indices, or using a constant refractive index, you will also need to define : \n", "\n", "$r_{i, \\rm{real}}$ and $r_{i, \\rm{complex}}$ are the real and complex components of the refractive index for the free case. \n" ] }, { "cell_type": "code", "execution_count": 29, "id": "edbd1e9f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "PT parameters : ['T']\n", "X parameters : ['log_H2O']\n", "Cloud parameters : ['log_P_top_slab_SiO2' 'Delta_log_P_SiO2' 'log_r_m_SiO2' 'log_X_SiO2']\n" ] } ], "source": [ "from POSEIDON.core import define_model\n", "\n", "#***** Define model *****#\n", "\n", "model_name = 'Slab_SiO2'\n", "\n", "bulk_species = ['H2', 'He'] # H2 + He comprises the bulk atmosphere\n", "param_species = ['H2O']\n", "aerosol_species = ['SiO2']\n", "\n", "model_slab = define_model(model_name, bulk_species, param_species,\n", " PT_profile = 'isotherm', X_profile = 'isochem',\n", " cloud_model = 'Mie', # <---- Put cloud model here (Mie)\n", " cloud_type = 'slab', # <---- Put cloud type here \n", " aerosol_species = aerosol_species) # <---- Put aerosol species list here \n", "\n", "\n", "# Check the free parameters defining this model\n", "print(\"PT parameters : \" + str(model_slab['PT_param_names']))\n", "print(\"X parameters : \" + str(model_slab['X_param_names']))\n", "print(\"Cloud parameters : \" + str(model_slab['cloud_param_names'])) # <---- Print the cloud param names\n" ] }, { "cell_type": "code", "execution_count": 30, "id": "4ba61b4f", "metadata": {}, "outputs": [], "source": [ "from POSEIDON.core import make_atmosphere\n", "\n", "# PT and X parameters\n", "T = 1200\n", "log_H2O = -4\n", "\n", "# Cloud Parameters \n", "log_P_top_slab_SiO2 = -5 # <---- The top of the slab in pressure space (at 1e-5 bars)\n", "Delta_log_P_SiO2 = 2 # <---- Extend of the slab in pressure space (extends down to 1e-3 bars)\n", "log_r_m_SiO2 = -2 # <---- Mean particle size of the SiO2 aerosols is 1e-2 microns\n", "log_X_SiO2 = -12 # <---- Volume mixing ratio of aerosol in the slab (1e-5 to 1e-3 bars)\n", "\n", "PT_params = np.array([T])\n", "log_X_params = np.array([log_H2O])\n", "cloud_params = ([log_P_top_slab_SiO2,Delta_log_P_SiO2,log_r_m_SiO2,log_X_SiO2])\n", "\n", "# Make atmosphere \n", "atmosphere_slab = make_atmosphere(planet, model_slab, P, P_ref, R_p_ref, PT_params, log_X_params, cloud_params)" ] }, { "cell_type": "markdown", "id": "fa486571", "metadata": {}, "source": [ "Again, let's visualize how aerosols are distributed in the forward model atmosphere." ] }, { "cell_type": "code", "execution_count": 31, "id": "848ace81", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.clouds import plot_clouds\n", "\n", "plot_clouds(planet,model_slab,atmosphere_slab)" ] }, { "cell_type": "markdown", "id": "a34b2780", "metadata": {}, "source": [ "Let's generate the plot the spectrum" ] }, { "cell_type": "code", "execution_count": 32, "id": "da07f3ac", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.core import compute_spectrum\n", "from POSEIDON.visuals import plot_spectra\n", "from POSEIDON.utility import plot_collection\n", "\n", "# Generate spectrum\n", "spectrum_slab = compute_spectrum(planet, star, model_slab, atmosphere_slab, opac_sio2, wl,\n", " spectrum_type = 'transmission')\n", "# Plot spectrum\n", "spectra = plot_collection(spectrum_slab, wl, collection = [])\n", "\n", "fig = plot_spectra(spectra, planet, R_to_bin = 100,\n", " plt_label = 'Slab SiO2',\n", " save_fig = False,\n", " figure_shape = 'wide') " ] }, { "cell_type": "markdown", "id": "15f29bb6", "metadata": {}, "source": [ "From above, we see a SiO2 scattering slope from 0.2 to 0.8 microns, and the same SiO2 absorption feature from 8-9 microns.\n", "\n", "To visualize how SiO2's opacity changed between the fuzzy deck and slab models, let's use the spectral contribution plot again" ] }, { "cell_type": "code", "execution_count": 34, "id": "352512cd", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.contributions import spectral_contribution, plot_spectral_contribution\n", "\n", "spectrum, spectrum_contribution_list_names, spectrum_contribution_list = spectral_contribution(planet, star, model_slab, atmosphere_slab, opac_sio2, wl,\n", " contribution_species_list = ['H2O'],\n", " cloud_species_list = ['SiO2'],\n", " bulk_species = True, \n", " cloud_contribution = True,)\n", "\n", "fig = plot_spectral_contribution(planet, wl, spectrum, spectrum_contribution_list_names, spectrum_contribution_list,\n", " return_fig = True,\n", " line_width_list = [6,6,2,2],\n", " colour_list = ['black', 'gray', 'cyan', 'orange'])" ] }, { "cell_type": "markdown", "id": "18d97e3e", "metadata": {}, "source": [ "Let's go, one by one, and vary each parameter to see how they change the resultant transmission spectrum. \n", "\n", "As we discovered in the fuzzy deck parameter exploration above, the scattering and absorption opacity of aerosols are strongly tied to their particle size, while their strength is tied to the vertical extent and mixing ratio of the slab." ] }, { "cell_type": "code", "execution_count": 35, "id": "92cde901", "metadata": {}, "outputs": [ { "data": { "image/png": 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azYEDB+jWrRu1a9fG1taWhg0b0rdvX5YsWcLt27c1ZcePH4+trS16enoYGRlha2uLra0tZmZmvPDCC3z44YdFyrR++fJlmjZtip2dXb5l7OzssLGx0dwr54eBgQGjRo3StM3GxgY9PT1cXFx0boMQ4r9JX6VPtUrVSuRD1/lyusgOmp4mtWu/fv1wdXVl3bp1jB49ulj3z/k657GiBD8qlYoDBw6wbNky7ty5g6OjY65ADWDcuHE4OjqyePFipk+fnqv3rij3jIqKIiQkhObNm/PJJ5/w888/U7VqVc2ct5zatm1LbGwskZGRWsdTU1MJDg7WWuTg7+/PmjVr2LBhQ747LsTExNCpU6c8P/IKPvX19fHx8cHHx4eNGzcCUKtWLc0KVQBjY2OtOX750XU1qwRzxbBkyRKd5stdv35d0w2+Zs0aTp8+rXXe29sbINdE0Dlz5nD69Gk6depEeHi41j+87C7qI0eOkJCQkO+9Z82axciRI/nwww+5c+cO4eHhXLhwATs7Oz777DMOHDigKbtx40ZNsNalSxfCw8MJDw8nLi6OdevWsW/fPjp37kxUVFSBz5uRkYGLiwsDBw4kJCSksLeHy5cva+6V/fHHH3+gUqk0c0s2btxYahNShRCitPTo0UPTm5Oens7169dxdHSkQ4cOREREaH7m/vbbb6Vyf2NjY03wtHv3brp168Zff/1FSkoKAFeuXKFHjx6agCoyMpK7d+8CykrYxo0b59krB/DgwQPc3Nxo27YtixcvpmPHjty8eTNXuejoaCwsLAC4f/9+rvNXrlwBlMDy4sWLmt6svNy4cUNrqFGlUqFWq6lVq1ausnXq1GHs2LGsWrVKK2DdsGEDDg4O2NvbA8pwrJubG9988w1mZmZs2LAhz3Zm98zl9aHLECvAG2+8ga+vr+Z5L1++TPfu3Qu9rnfv3ixZsqTQcjLMWsp69uwJPB6Pz+nnn3/G3Nwcb2/vXN3C3t7emmtz2rt3Ly1btsTf358ff/yRd955J1eZyMhIVq9ezahRo3j33Xc1x21sbFi/fj0+Pj46tV1fX5/BgwczadIkli9fjpubW75zNECZEHvlyhWuXr2Kg4NDgXV3796dSpUq5Tq+e/duqlSpwhtvvKFTG4UQ4nng4eFBUFAQW7ZsoX79+ixcuBAXFxfmz59PZGQks2bNomXLlgCsXLkSJycnWrVqhbW1NUZGRgXWvXHjRoKCgjh69CgWFhYMHTq00PY0a9YMgOnTp2NlZcXo0aNZsGABU6dOxdbWlsjISJYtW6YpX7NmTQ4ePMj9+/cJDAwscI6WsbExvr6+hIaGolKpsLS0pGfPnrneA1dXVxYvXkznzp1JTU0lJiaGzZs3U7NmTfz8/OjYsSPOzs4EBQVhb2+vGYbMS926dYmMjGTy5MlUqVKFiIgIOnfuzIABAwgJCWHLli0EBQWxe/duRo8ezaJFi9i5cydTpkyhcuXKpKSkYGdnx5YtWwBISkpi+PDhGBgYaH5fJSYmFtiGpzF58mQWLFjAvHnziI6OZtiwYXn+ji8u2c6rCIqznVdmZiZVq1bF0tKSO3fuaI7HxMTQsmVLBgwYwKZNm7h27ZrW2Pmbb77J5MmT6dWrl+bY5cuXGTZsGFu2bOG1116jT58+nDhxItc9L1y4QJcuXZg+fbpmQmhOHh4eVK1alf79+2sd19PTo3v37pw9e1br+KFDhxg8eDD9+vXj2LFj+T5rSEgItWvXBtAMseZ8Zl20a9eOV155hTVr1miO3blzh/r167NgwQIZahVClPvtvM6fP6/phTp9+jTff/89mzZtKrP23Lt3j6FDhxZpXpgoHdnbebm5uZGYmMjUqVNJSUmR7bxKQ1F2gNDX16dbt27cvXtXa07B2bNn6d69uyYyzznUmpWVxcWLF+natatWXXv27GHEiBH06tULW1tbTp8+TURERK57ZneNHzp0iLi4uFzn33333VyBXEGysrIACl2unR3IFdf169e5evVqgXmT1q1bR7NmzbCysqJly5aanENCCFFenDhxgtmzZ+Pi4sIPP/zA/Pnzy6wtSUlJLFu2jOjoaFavXl1m7RB5kx0gSlFRU5P07NkTT09PvL29adCgAaAEbz179tTMWfj55581S9P9/Pxo2rSp1mTMrKws9u/fz08//YRKpWL48OF888037N+/n8mTJ2vdr379+nTo0IErV67QvHlzJk+ezPDhwwtckFCQX3/9FaDEs5o/afv27bRp04Z27drleX7fvn0MHTqU33//HZVKxeeff86IESNQqVQMGzasVNsmhBAl5Ysvvsjz+N69e3PNha5Xr16+aTGAXAvoAFq2bEnnzp11aoupqWm+Q6qhoaF5jsb07t272L9PCnP06FHCwsK0jlWtWlUzj/q/RtfUJDLMWgTFGWYFpcepTZs2jBgxgr179wLQvHlzjh07Rv369WnTpg1BQUFERUVhYGDAihUrSE1N1Zqfdvr0aaZOncqff/4JwKVLl7C3t8fBwYELFy7kuuft27d5++23+f333zXH2rZty+jRo/n444/zbP+Tw6zJyckcPHiQjz76CDs7O822KLoo6jBrRkYGtWvX5tNPP2Xq1Kla57KHWRs3bsyNGzc0cwszMjJ44YUXMDIy4s6dO1orhYQQFVd5H2YVIj8yzPoMFWWYFaBVq1ZUr15dk4AxLCyM1NRUTU6fnj17Eh8fr5mv4O3trTVXDpQh1ux0HQCdOnWiYcOG+Pr65rkkvGHDhvz22294enoyatQoLCwsuHr1KrNmzaJp06Zcu3Ytz7b6+PhoUoTUqlULV1dXxo8fj4+PT6kmSv7pp5+IiooqcLl99+7dtRaJGBgY0Lt3b0JCQkptRZgQQghRViQ1SSnSNTVJNj09PRwdHXnw4AH+/v54e3vTo0cPzfmc8+bS09O5du0anTp10pxPTU3lhx9+0ArmAEaOHAkogV5+9x0wYAC7d+8mMjKSI0eO4ODgQFhYGB999FGe1+RMTRIdHc3NmzdZvXq1Zg+5jh07auWEe7IXrbh27NjBwIEDqVYt/61z8lomX7NmTQDN5sVCCCFERSGpSZ4zPXv25LvvvsPb25urV69qJRDu3r07+vr6/Pzzz/To0YN27dphYPD4W3P06FGSkpJyzYHIziG0Z88ePv/88wLvb2hoyMCBA3n99ddp0qQJly9fJiEhgcqVKxfpOUoj51tUVBSenp4cPHiwyNfKLAEhhBD/ddIzVwxFHWYFNMOm3t7euXLImZub06FDBy5cuMDRo0dzDbHu3r2bDRs25EqwGxkZib29PX///bfW3Ljg4OA8EymCEtR16NABUObEPQ/27t2LtbU1r7/+eoHlHjx4kOtY9kTZ7CFrIYQQoqKosMOsDx8+ZMSIETr98n706BHvvvsuL730Et26deOVV17RSpibmprKp59+SufOnenYsSOvvvoqAQEBhdZb1GFWUOaw1a1blxMnTmBmZqbZly9bz549SUtLY/369VqBXmxsLKdPn853Jc/w4cMB7aHWrKwswsLC+OOPP3KVV6vV3Lhxgzp16mBjY1OkZygtO3bs4J133tHqjczLL7/8otUTl56ezqlTp3jhhRd46aWXSruZQgiRLw8PD9q3b69zUvai2LhxI+3bt2fIkCF8+umnvPfee3z66adkZGTke42Pj49OyYVLkq7vgaenJ926dWP//v1Fqn/t2rVMmjSJOXPmMHbsWMaPH09SUpLm3osWLdKUVavVbN68mQ8++IBp06bx4YcfsnjxYq0ttObNm8e0adNwcXFh9OjRWltnlhY/Pz/q1Kmj878TXYdZy1Uw5+/vz7Bhw6hatapOw2tTpkwhMDAQX19fzp07x/Dhw+nfvz/x8fGAsuXVmTNnOHPmDJcvX+aVV16hT58+mn8cJa1Hjx6kpqbmmfU5+1j2hszZsvdXzZ6z9qThw4ejUqnYu3evJh9ctjFjxnDhwgXNcOyDBw+YOHEi/v7+LF++vKQe66n8/fffXL58ucDcctliYmL4/PPPSUlJIT09nU8//ZTIyEhWrVolK1mFEIrMTFQPH5bIB0/sJVqQd999t9RGCMaPH0/9+vUZMGAAS5cuZfv27Vy+fJmdO3eWyv2KS9f3YODAgVrbVOrC19eX8+fPs27dOpYvX862bdu4f/++ZoRp8ODB/N///Z+mvIuLCwEBAbi7u7N69Wq2bNmCkZGR1nzxP/74g9WrV+Pi4sLYsWNxcnIqUpuKKikpibVr1xY4N7y4ytWcuWrVquHl5cXevXsL3Ikg27Vr1+jfvz+GhoaAEjBNnjyZgIAA2rdvz5YtW1izZo0mn9vUqVNxcXHhxx9/LPImxrro1asXO3bsyDOY69q1K8bGxjg6OmqS87799tscO3YMPT09WrRooUlLku3o0aN8+OGHgLLvna2tLV9//TVvvfUWBw4c4Pjx43z00Uc8evSItLQ0DAwM6NSpE6dPn9Zqw/jx4zWbFWevZn3ppZd0eo9zunPnjmZblOwNjrN7IH19ffPMS7Rjxw7s7e01W888afz48Zq5dE5OThgYGNCqVSsiIyOpVasWe/fu1fROCiGEKjoaqzFjSqSu6F27yCrmL97o6GhcXFywtLQkIiKC3r17a0ZYjh49iru7Oy1atMDKyorNmzczYcIETa7Rwujp6dGwYUNu3bqV5/moqCg2bdpEYGAgc+bMoU2bNowaNQpPT0+OHTtGjRo1ePToEQsXLqRSpUrMmjULX19fRo4cSVhYGIGBgSxevJgWLVrk24Yvv/ySBw8eYGZmRnBwMG5ubpiammqVOXLkCAcOHKBBgwaEhYUxY8YMGjdurDl/9epV/Pz8CA4OpmnTpsyfP18rY0FOcXFxREVFkZSUhKmpKSqVCg8PDywsLAgJCeGzzz4jISGBgwcPEhISwtatW/Hz89NKdj9lyhTatGnDxYsXsbe354cfftCcq1evHg8fPiQrK6vQBPnFtXTpUj755JN8FyA+jXIVzD05NFmYIUOGcPjwYZydnbGwsGDfvn3Y2NjQpEkTHj58SHJyMtWrV9eUt7S0xMTEhEuXLhUYzDk7OzNw4MAiD7W+8847ee6lClCpUiXNBsjZCtvdYMCAAZrNmp80dOhQnbvYN27cyMaNG3UqWxA7O7t825OfnHsD5iWvtpVltnQhhNDF/PnzadmyJU5OTqSnp9O1a1eaNGlCjRo1mDlzJmfPnsXW1pa9e/diZWWlcyAHkJCQgJ+fX757ZVtbW+Pk5MSqVas0ozC3b99mwYIF+Pj4YGJiwo4dO5g7dy7u7u7MnTsXBwcHhg4dSv369Tl16hSTJk3SpNN6UnR0NO7u7vz999/o6+uzbds2zQhQTmZmZnz11VdUq1aN33//nYULF7J7927N+cTERNasWUNWVhYDBw7k6NGjDBw4MM979ujRAw8PDzp16kTfvn3p1asXvXr1QqVSUbt2bc3zghIkmpuba/1+BzAxMaFu3br4+flhb2+vFbRl75+eVyAXExOTb+LmGjVq4Onpmee5nM6ePYuFhYXWyJsuTp06xU8//VRouXIVzBWVq6srcXFx1KtXDxsbG0xNTTl79ixVqlShcuXKmJqaEhwcrCkfFRVFSkoKUVFRBdZb1B0ghBBCPBtZVlZE79pVYnUVl7e3t2b6SPb0mTNnztCoUSOqV6+u6Zzo2LGjznUeP36cO3fuEBUVxdSpU/MNfPJy7tw5mjVrphmJsre3x9XVVTNlycbGRjNE2qVLFwICAnjw4EGeKaEsLCxo3bo1/fv3Z9iwYQwePDjP5M1169Zl6dKlVKpUicTExFw5UbOfXaVS0alTJ86fP5/vMxkaGrJr1y7++usvTp48yfLly1m8eDEHDx7M1Ua1Wp1vD19e/P398fHxYfPmzXmet7S0LNK+tZmZmZq9d1u3bs2yZcv49ttv2bJli851ZNN1B4gKHcxNnjyZixcvEhgYiLW1Nbt27WLkyJGcOXNG85fL+vXrGTFiBFWrVsXV1RUjIyOMjY3LuulCCCGKQ1+/2EOjpSk7aHqadEr9+vXj/ffff6r753yd81hRgh+VSsWBAwe4evUqBw4cwNHRkcOHD2u2q8w2btw45syZw8CBA7l3716u0aKi3DN7iLV58+Y0b96cKVOmMHjwYA4dOpRrrlvbtm2JjY0lMjJSa6FfamoqwcHBWvP1/P39WbNmDRs2bNDaQjOnovbM6evray1wOHLkCIaGhpoUYtHR0WzatInffvst13acxVVhg7mkpCTWr1/P9u3bsba2BpQFAQsWLMDNzY158+axYsUKrK2tGTRoEIaGhowdO5bGjRvz4osvFli3s7MzRkZGAPTp06fIw61CCCEqth49enDp0iXat29Peno6169f55NPPsHW1paIiAjCw8OxtbUttd1rjI2NNUOfu3fvplu3bqxbt46UlBRMTEy4cuWKZm9wUOY53717l3r16uHj40Pjxo3z7JUDZTHdgQMHmDhxIm3btiU0NJSbN2/mCuaio6OxsLAAlHndT7py5QpjxoxBrVZz8eJFrQUMT7px4waenp4sXboUUAJKtVqdZxquOnXqMHbsWFatWsXSpUs1z7hhwwYcHBywt7cHlOHYTZs28c0331CpUiU2bNjAG2+8wQsvvKBVX1F75p70xhtv8MYbb2henzlzBicnpwL3O79z5w5BQUHMnj27wFXL2SpsMJeRkUFWVpYm6MpmZGSkGUY1MDDg888/10TLiYmJTJo0iX79+hVYtwyzCiGEyMnDw4OgoCC2bNlC/fr1WbhwIS4uLsyfP5/IyEhmzZpFy5YtAVi5ciVOTk60atUKa2vrXL+nnrRx40aCgoI4evQoFhYWOs2Hzl5UNn36dKysrBg9ejQLFixg6tSp2NraEhkZqTVnuWbNmhw8eJD79+8TGBhY4LCesbExvr6+hIaGolKpsLS0pGfPnrneA1dXVxYvXkznzp1JTU0lJiaGzZs3U7NmTfz8/OjYsSPOzs4EBQVhb2/PgAED8r1n3bp1iYyMZPLkyVSpUoWIiAg6d+7MgAEDCAkJYcuWLQQFBbF7925Gjx7NokWL2LlzJ1OmTKFy5cqkpKRgZ2enGepMSkpi+PDhGBgYaBbuJSYmFtiGpxUWFsbatWuJiYlhy5YtxMbG0rdv3zzL2tnZYWNjo9mbtbBhVj11OUyhv337dlxcXHJt4r527Vp8fHw0m9l3794dMzMzDh8+jKGhIefOnaNHjx4cP36cPn36MG/ePLp06aJ5M2fOnEl4eDi78plvkb25c0Gb3QohhChd2T+LAwIC8pyr9bw7f/68Zk7V6dOn+f7779m0aVOZtSd7CPRpep9EyYiPj6dJkya4ubmRmJioCeYKiz3KVc9ccnIyffv21eyA4OjoyLBhw5g0aRKg7Hxw48YNTfm9e/cyZ84cHBwcMDU1JSkpiW3btmmGRe3s7JgxYwZLliwhLS2NHj16sHXr1kLbUdzVrEIIIcSJEyfw9PTE1NSUiIiIMl2hn5SUxLJly4iOjmb16tVFWlUrSp+uq1nLZc9cWZGeOSGEKHvlvWcuP3v37iUhIUHrWL169fKdfA/g7u6e61jLli1z7eVdHKGhoXnmG+3du3eeeUNLwtGjRzXbNGarWrVqvrsgVTT/iZ45IYQQoqIaOXJkka8pjQS02WrVqlWq9eelNOesVWTlajuv54WzszNeXl5l3QwhhBBCVGCnTp3C2dm50HISzBXDkiVLij1fLjg4GEdHR/T19bGwsKBXr165yowePZoaNWrQqlUr9uzZ87TNLVB4eDjVqlXjxx9/LNX75DR79myaNm1apBxDJWndunU4ODigp6dH06ZNcXR0pGvXrjRr1ow333yT69ev61zXoUOH2L59e+k19im99tpr2Nra4ujo+Eyuy8tvv/3GkCFD6NKlC46OjnTu3JmXX36ZWbNm8ejRI0259evXY2dnl2tv5KysLLZs2UL37t3p1q0bjo6OdOrUiU8//VTrelBSIaxcuZJu3brRq1cvHBwccHR01GnOiRBCPG969+7NkiVLCi0nwdwzVrduXc6ePcurr75KRkZGnkHUzp07MTc3x9vbm1GjRpVqe0xMTGjSpIkmF9+zsGLFCubOnfvM7vekSZMmsW/fPgDmzp3L2bNn+fXXX7l8+TLx8fE4Ojpy7949nep63oO5kydP8vrrrz+z65508+ZNXn75Zbp3746Pjw9nz57lwoULTJ06la+++krrfa5evTqNGzfGwODx7I/U1FT69evH3r172bdvH+fOnePs2bP88ssvJCcn065dO27evKkpf+zYMZYtW8bWrVv5+eef8fX15Y033qBfv37P9A8WIYR4liSYKyMffvghSUlJefa8eXl50a5dO63M1aXF0tKSX3/9le7du5f6vZ53lStXZuLEiURHR+c56VcU3eHDh0lJSeHDDz/UOv7WW28xYMAArfxaw4YN4+TJk1rHZs2axeXLlzl48CA1a9bUHK9UqRJff/019evXZ+jQoWRlZQHKROnp06fTqFEjTdlp06ZhamrKt99+W1qPKYQQZUqCuWIoiTlzgwYNwsbGJs+VSO7u7nz00Ufs3r2bl19+mR49evDyyy/Tp08frSHA/fv3a4YLd+3axTvvvIOjoyMGBgYsXbqU2rVrY2hoiKOjI0FBQQA4OTlha2tL69atuXbtGo6OjpiYmODi4gLAL7/8gqOjI3p6eqxevZqPP/6Ybt260bBhw1z71mVkZDBr1izq1atH165dGTRoEOvWrUNPTw8HB4ciDxEnJibyySef0KJFCxwcHGjTpg3r1q0r1Xs+KS0tDSDPTaOfNHr0aE6cOMHVq1dxdHTE0dGREydOaNrp6upKy5YtcXBwoGXLlri4uGgyee/Zs0fzvVu3bh2DBg2ia9eu1K1bl5kzZ+qU8Tvbjh076NixIz169MDBwYFhw4YVmC8qOTmZyZMn06FDB3r06EGnTp2YMWMGiYmJeZb/5ptveP3112nSpAn29vZcvHhR57ZZWloC5BkcHz58mObNm2vu0bZtW/T09DT5I6Ojo9mwYQNvvvmmpp4nffDBB/j7+3P8+HEA+vbtm2t+iZ6eHsbGxhgaGurcbiGEeB7oOmdOVrMWQ0nsAGFkZMS7777LqlWr8PPz0+wVFx4ejr+/P6+++ip9+/Zl4sSJmhVO7u7uvP7669y4cQNzc3OGDx+Ovb099evXx93dnSNHjmBhYcEXX3yBpaUl69evZ9CgQaxevVqzgfL69es5d+4c586dw9LSkrNnz2otMe/evTtnz55FT0+PHTt28PPPP1O1alW+++47Ro8ezeuvv07dunUBmD9/Plu3buXSpUs0bNiQqKgoevToAcC+ffuKvHT9jTfeIDY2lgsXLmBubs7ff/+Ng4MDkZGRLFy4sFTumVNISAjLly/H1taWt956q9Dyu3fvZuzYsdy5c4ezZ89qnfv444/x9vbmwoUL1KxZk9DQULp06UJQUBA7duxg1KhRdOnSRfO9y94v+Pbt23Tq1AlDQ0PNtjUF+f333xk3bhw3btygcePGZGZmMmLECI4fP06nTp3yvCY2NpaDBw/yxx9/ULVqVVJSUujfvz9z5szJFTxfuXKFkSNHaoLUKVOm8Nprr3Hr1i2qV69eaPveeustFi9ezIgRI9i6dStDhgzh9ddfp169elrlpk6dSps2bTTfS4CLFy+SkZFB69at862/VatWAPz666/5roL7448/iI6O5r333iu0vUIUl4eHB19//TXr1q0rcJum4ti4cSObN2/Gzs6OJk2aEBoaSq1atVi0aJHWtIScfHx8WLVqFQcPHizRthRE1/fA09OTL7/8kokTJzJ8+HCd61+7di0BAQGYmZnx4MEDTExM+OqrrzA1NcXDw4O7d+8yb948QNl71t3dnYsXL2Jubk58fDx2dnbMmjVLs//6vHnzSEhIwMLCglu3bjFjxgytfVtLUnbbbWxsuHXrFuPGjctzzvyTevfuzSuvvFLoDhDSM1eGsoeecvbObd++nffeew89PT3Wr1/P22+/rTn37rvvEhYWlmfPyLvvvqvZA++zzz7j//7v/xgwYAB2dnasXbtWU+7HH3+ke/fu+fZ05PTmm29StWpVQJkQn5GRwe+//w4ovTurV69m5MiRNGzYEABra+sC99YryJkzZ/D29mbmzJmaQLlZs2aMHj2aFStWEB8fX+L3BFi2bJlmAcTbb7+No6Mjfn5+OgUq+QkMDGT79u2MHz9eMzRYq1YtJkyYgIeHh9YcL4AJEyZo5iw2bNiQ0aNHs3r16nx7ynIKDg5GrVZrel719fVZtWpVgXMtq1Wrxq+//qr53pqYmPD222/nOafM3Nycjz/+WPN6/vz5xMXFaf2bKoilpSVXr17l008/5caNG4wfPx47Ozs6depU6By27MUNlStXzrdMdo6xJxdCZFOr1cyaNYt33nlHa29EUXFlZmby8OHDEvnQpYc+27vvvqv5o7mkjR8/nvr16zNgwACWLl3K9u3buXz5Mjt37iyV+xWXru/BwIEDixw0+fr6cv78edatW8fy5cvZtm0b9+/fJzk5GYDBgwdr/S5wcXEhICAAd3d3Vq9ezZYtWzAyMtJKtfLHH3+wevVqXFxcGDt2LE5OTkVqU1H88ssvfP311yxYsIDPP/+cjz76KNdir6chPXPFUFI7QDRt2pSuXbuyZ88eVq5ciampKdu3b8fb2xtQEmO+9957BAYGas0jCg0NzVVXXj1SKpWKCRMmMH/+fL788kuqVq3K2rVrC43ws9WpU0fzdXagGBMTA8Dt27dJSUnRmpsE8OKLL+pU95OuXLkCKO9JTs2aNSMlJQV/f3/N/noldU9QFkCMHTu22Nfn5bfffkOtVuf5LNnnGzdurDn+5ObUjRs3JjU1lZs3b9KuXbsC79WvXz+GDh1K3759adu2LYMGDWLMmDFa9T/JwMCAM2fO8PHHH5OcnIyBgQHh4eF5/ruqX7++1qrjatWqYW1tXaQVv1ZWVnzxxRd88cUX/PHHHxw6dAh3d3eGDBnCvn378v3LPDvAfTKJak7x8fEAmsD0SdOmTUOlUmn2YxQVX3R0NGPGjCmRunbt2kW1atWK3Q4XFxcsLS2JiIigd+/emsS3R48exd3dnRYtWmBlZcXmzZuZMGGCzrsv6Onp0bBhQ27dupXn+aioKDZt2kRgYCBz5syhTZs2jBo1Ck9PT44dO0aNGjV49OgRCxcupFKlSsyaNQtfX19GjhxJWFgYgYGBLF68mBYtWuTbhi+//JIHDx5gZmZGcHAwbm5umJqaapU5cuQIBw4coEGDBoSFhTFjxgytn01Xr17Fz8+P4OBgmjZtyvz58/PNchAXF0dUVBRJSUmYmpqiUqnw8PDAwsKCkJAQPvvsMxISEjh48CAhISFs3boVPz8/VKrHfVZTpkyhTZs2XLx4EXt7e3744QfNuXr16vHw4UOysrK0rikp3333nabeunXrkpKSQmxsbK737Em67gAhwVwxlMQwa7aPPvqIsWPH8t1331GvXj2aNGlCrVq1CAkJoVu3bgwcOJAzZ85ouoX19PTIa9MOfX39POv/4IMPWLBgAVu2bOH1119HX19fs9lzYXLWmf0fLPve2Z9LKr1IfhuR5Dxe0vcsLbo8iy50eU5DQ0MOHDjA7du32b9/P7t372bx4sW4u7vnG6SuWbOGqVOn4unpqRma3L59O+PGjSvRtoESiGVkZGh6glu1akWrVq2YOnUqL774YoHBnIODAwYGBvzxxx/51p997skFPGq1mqlTpxIWFsahQ4cK3chciJI2f/58WrZsiZOTE+np6XTt2pUmTZpQo0YNZs6cydmzZ7G1tWXv3r1YWVkVaRuthIQE/Pz8NEOKT7K2tsbJyYlVq1axfPlyQPkDfMGCBfj4+GBiYsKOHTuYO3cu7u7uzJ07FwcHB4YOHUr9+vU5deoUkyZN4syZM3nWHx0djbu7O3///Tf6+vps27Ytz15MMzMzvvrqK6pVq8bvv//OwoUL2b17t+Z8YmIia9asISsri4EDB3L06FEGDhyY5z179OiBh4cHnTp1om/fvvTq1YtevXqhUqmoXbu25nlBCRLNzc1zjbCYmJhQt25d/Pz8sLe31wravL29GT16dJ6BXExMTL67cNSoUQNPT888z+WUs94zZ87Qu3dvrUVd+dF1mFWCuTL21ltvMXXqVNzd3alXr56mC/jSpUvEx8czfPhwTSCXPTm/KKytrRk9ejTr16/n77//1uxj+7QaNWqEiYkJAQEBWsf/+eefYtXXsWNHAG7cuEHbtm01x2/cuIGJiQmtWrVCX1+/RO9ZEnL+B83IyCA1NZUOHTqgp6entU8woHndoUMHreOBgYFarwMCAjAxMcnVA5mXGzduEBUVRZcuXfjss89wdnZm2LBhfPXVV/kGc6dPn8bKykprjll+/7aCgoJQq9Wa4O3hw4dERUVp5qoV5sCBA/z666+5FvqYm5tTu3btAv8CtrKyYvz48ezZs4dVq1Zpeodz+vbbb2nfvr1WL3lmZqZmCsO+ffs0f5QsX76cOXPm6NRuUX5ZWVmxa9euEquruLy9vTV/IBkaGtKmTRvOnDlDo0aNqF69Ora2tsDjn326OH78OHfu3CEqKoqpU6fmG/jk5dy5czRr1gwTExMA7O3tcXV11fyRaWNjoxki7dKlCwEBATx48IAaNWrkqsvCwoLWrVvTv39/hg0bxuDBg/PcVq1u3bosXbqUSpUqkZiYmOtnXfazq1QqOnXqxPnz5/N9JkNDQ3bt2sVff/3FyZMnWb58OYsXL+bgwYO52pjzZ5Yu/P398fHxybXIL5ulpWWBi8qelJmZySuvvAJA69at2bhxo+ZcSEgIHh4erF+/Xuf6dCFz5oqhJHeAMDU1ZeTIkVy4cAFfX1/69u0LQIsWLdDX19es0gNl377imDx5MsHBwZw5c4ZBgwaVSLsrVarEtGnT2LdvH7dv3waUv9aKm3OtR48e9OrVi5UrVxIXFwfA33//ze7du5k9ezaVK1cu8XuWhJo1a/Lw4UMAvv/+e95//30aNGjAuHHj2Lhxo2boMiwsjPXr1/Puu+/mCtK2b99OdHQ0oPz1vGfPHqZNm4aZmVmh9/f19WX69OmkpKRojmVkZBTY+9qmTRuio6O5cOECoARy+U2SjoyM1BqidHV1xdzcnMmTJxfatmz79+/PNc/zhx9+wN/fv9BFCStXrqRjx4689dZbhIeHa46npKQwY8YMgoOD+eGHHzQ/uNPS0hgxYgR37txhwoQJ/P7771y5coUrV66wYcMGndssyi99fX2qVatWIh/5jXgUx5OjGsXRr18/XF1dWbduHaNHjy7W/XO+znmsKMGPSqXiwIEDLFu2jDt37uDo6JgrUAMYN24cjo6OLF68mOnTp+fqvSvKPaOioggJCaF58+Z88sknmsV5hw4dylW2bdu2xMbGEhkZqXU8NTWV4OBgrfl6/v7+rFmzhg0bNmgC3SfFxMTQqVOnPD/yCj719fXx8fHBx8cnVyA3b9481q1bl+/UkCfJatZSVJLDrKAMtW7cuJF33nlH88OjSZMm7N69m4ULF9KyZUsaNmyo+Stm2bJlhIeH06pVKxYtWgTAJ598QqNGjfj+++9z1d+6dWu6du3KgAEDtH44BQQE4OTkRHh4ONu3b+fu3btMmjSJGTNmaO4TFRVF//79NRNDs+89d+5cXF1dSU9Pp2fPntSrV4+aNWvy8ccfc/HixQLTQMyePZsjR44A4OjoyMKFC+nevTuHDx/ms88+w8HBgSpVqpCcnMyiRYuYMmWK5tri3jOndevWaf5yX7ZsGdu3b8fDw0OzSrcoPvroI7y8vOjSpQuZmZmav7Y2bdrEF198Qe/evalSpQrx8fG89957eQ6LODk54eTkRFhYGHfu3OH999/H1dVVp/t37dqVn3/+mc6dO2NhYUFycjItW7Zk5cqVgLJw5fr166SkpODo6Kh5jx8+fMhbb71Fo0aNsLa21jy7o6MjX3/9NbNnz+b69et07dqV8PBwevfuTXBwMBYWFnh5eem8QKR79+5MmDCBqVOnYmBggEqlIiYmhqpVq3LgwAHNooRvvvlGkwduxIgRTJs2TdMrffz4cbZs2cLw4cNRq9WoVCpSUlLo06cPfn5+Wj12W7Zs4cCBAwC5VvM+uYJWiNLUo0cPLl26RPv27UlPT+f69et88skn2NraEhERQXh4OLa2tvz222+lcn9jY2NN8LR79266devGunXrSElJwcTEhCtXrtCjRw9NQBUZGcndu3epV68ePj4+NG7cOM9eOYAHDx5w4MABJk6cSNu2bQkNDeXmzZu55v9GR0dr/n/ev38/Vz1XrlxhzJgxqNVqLl68WOBiths3buDp6alZ5a9SqVCr1dSqVStX2Tp16jB27FhWrVrF0qVLNc+4YcMGHBwcsLe3B5Th2E2bNvHNN99QqVIlNmzYwBtvvMELL7ygVV9Re+bycufOHVxdXVm5ciVVq1bl8OHD1KpVq9CeWV2HWfXUT/Nnwn9MXFwcFhYWxMbGlmgwV9qysrJo2bIl586dK/Zk3rzExsZiZGREpUqVNMd27tzJ+PHjSUhIKJW5bWVxz9Jy584d6tevz5kzZ0pk2ywh/iuyfxYHBATkObxXFrLTcrRt25YvvvgCIyMjXFxcsLKyIjIykp49e2pSHmUvgGjVqhXW1tb88MMP/O9//8u37pypSUaPHs3QoUMLbU9SUhKjRo2iQYMGWFlZMW/ePA4dOsRPP/2Era2tJuWTjY0N9+7dY8iQIYwcOZL79+8XugAiJiaGyZMnU7duXVQqFYmJiSxbtox9+/ZpvQc+Pj5s2rSJzp07k5qayg8//MDMmTOpWbMmX375JR07dsTY2JigoKBCF0CEhITg4uJCpUqVqFKlChEREbz44ovMnTuX+/fvM3/+fK5evcqMGTMYPXo0arWanTt3cvnyZc3iOTs7OyZMmIChoSFJSUm0a9cOAwMDTXqXxMREzpw5o7X4r6R07dqVqKgozfzdlJQUvv3221wpXOLj42nSpAlubm4kJiYydepUUlJSCo09JJgrgvIWzM2ZM4fly5fz3Xffcfr06XznAxTXsmXLuH//viZNRXx8PK+99hqdOnXim2++KdF7leU9S4sEc0IUz/MYzBXF+fPnNXOqTp8+zffff8+mTZvKrD337t1j6NChT937JJ5ecYM5GWYthpJKTVLa9uzZw8mTJzE3N+e7774r8fpfeeUVXF1dsbe3x8TEhOTkZE3y2dJSFvcsDXv27GHNmjWAMkQ+btw4pk6dWsatEkI8CydOnMDT0xNTU1MiIiKYP39+mbUlKSmJZcuWER0dzerVq4u0qlaUPl1Tk0jPXBGUt565/6Lw8HBGjBiR7/mePXvq/IOzoN6y5s2bl/hqpOe1DfnZvn17gYtPVqxYke8uFEI8jfLeM5efvXv35sqrWK9evXzTYgB5bgnZsmVLOnfu/NTtCQ0NzXMrvt69ez/VbjsFOXr0KGFhYVrHqlatqsnRV9HJMOszIMGcEEKUvYoazAlR3GBOUpMUQ0mmJhFCCCGEyIukJilFJZ2aRAghhBDiSbqmJpGeOSGEEEKIckyCuWKQYVYhhBBClLYKO8z68OFDJk2axMWLFwkKCiqw7KNHj5g2bRp//vknZmZmqNVqli9frpWk7/Lly3z++eckJCSQlJRE9erV2b17d4HJdWWYVQghRE7ZSYPXrVuXKxHs08qZNLhJkyaEhoZSq1YtFi1apEl4+yQfHx9WrVqV71Z9pUHX98DT05Mvv/ySiRMnMnz4cJ3rX7t2LQEBAZiZmfHgwQNMTEz46quvMDU1xcPDg7t372p22VGr1bi7u3Px4kXMzc2Jj4/Hzs6OWbNmafY7nzdvHgkJCVhYWHDr1i1mzJihtdXX03J3d+fy5csYGxtTq1YtPv300yLXoeswa7kK5vz9/Zk0aRItWrTQaX+7KVOmcPfuXXx9fTE0NGTdunX079+f4OBgqlSpwt9//83bb7/N8ePHadasGVlZWbz99tskJSU9g6cRQghR0tRqNenp6SVSl6Ghoc67yrz77rscPny4RO77pPHjx3Pq1Cn69+/P+++/j1qtpnfv3uzcuZNx48aVyj2LQ9f3YODAgfz8889FqtvX15fz589rcqZmZWUxaNAgkpOTMTU1ZfDgwaSmpmrKu7i4kJCQgLu7OyqVMgi5YsUKPvroIzw8PAD4448/NHu7njp1CicnJy5fvlykduXn6tWr7Nmzh9OnT6Ovr8+oUaP46aefNPuvl7RyFcxVq1YNLy8v9u7dm2fumyddu3aN/v37a/bs7NmzJ5MnTyYgIIAOHTrg4uLCyJEjadasGfB48+DClJekwUII8V+Tnp7On3/+WSJ1tWjRQrP9UlFFR0fj4uKCpaUlERER9O7dW5MrLXs7rxYtWmBlZcXmzZuZMGGCzgl79fT0aNiwIbdu3crzfFRUFJs2bSIwMJA5c+bQpk0bRo0ahaenJ8eOHaNGjRo8evSIhQsXUqlSJWbNmoWvry8jR44kLCys0O28AL788ksePHiAmZkZwcHBuLm5YWpqqlXmyJEjHDhwgAYNGhAWFsaMGTNo3Lix5vzVq1fx8/MjODi40O284uLiiIqKIikpCVNTU1QqFR4eHlhYWBASEsJnn31GQkICBw8eJCQkhK1bt+Ln56cJ5EDp4GnTpg0XL17E3t6eH374QXOuXr16PHz4kKysLK1riuvAgQM4Ojpq9kN/9dVX+e6774oczOmaNLhcBXO2trZFKj9kyBAOHz6Ms7MzFhYW7Nu3DxsbG5o0aYJarebEiRPMnTuXt99+m5CQEGxsbFi4cCFt27YtsF4ZZhVCCFGQ+fPn07JlS5ycnEhPT6dr1640adKEGjVqMHPmTM6ePYutrS179+7FysqqSDsvJCQk4OfnpxlSfJK1tTVOTk6sWrWK5cuXA3D79m0WLFiAj48PJiYm7Nixg7lz5+Lu7s7cuXNxcHBg6NCh1K9fn1OnTjFp0iTOnDmTZ/3R0dG4u7vz999/o6+vz7Zt28jMzMxVzszMjK+++opq1arx+++/s3DhQnbv3q05n5iYyJo1a8jKymLgwIEcPXqUgQMH5nnPHj164OHhQadOnejbty+9evWiV69eqFQqateurXleUIJEc3NzqlevrlWHiYkJdevWxc/PD3t7e62gzdvbm9GjR+cZyMXExOSbuLlGjRp4enrmOn7v3j0cHBw0r7P3wC2qCjnMWlSurq7ExcVRr149bGxsMDU15ezZs1SpUoXIyEji4uJYuXIl586do0WLFmzdupWuXbty48aNUtloVwghROkyNDQssEepqHUVl7e3t2YI1NDQkDZt2nDmzBkaNWpE9erVNZ0THTt21LnO48ePc+fOHaKiopg6dWq+gU9ezp07R7NmzTAxMQHA3t4eV1dXzZQlGxsb6tevD0CXLl0ICAjgwYMH1KhRI1ddFhYWtG7dmv79+zNs2DAGDx6cZ/LmunXrsnTpUipVqkRiYiKBgYFa57OfXaVS0alTJ86fP5/vMxkaGrJr1y7++usvTp48yfLly1m8eDEHDx7M1Ua1Wq3z8DgoU7h8fHzy3b/c0tKyyPvWPuv9GCp0MDd58mQuXrxIYGAg1tbW7Nq1i5EjR3LmzBnN2PrAgQM1//E/+OADXFxc+Pbbb8t0rzwhhBDFo6enV+yh0dKU/cv9aX7J9+vXj/fff/+p7p/zdc5jRQl+sqckXb16VTOcePjwYRo0aKBVbty4ccyZM4eBAwdy7949hg4dqnW+KPfMHmJt3rw5zZs3Z8qUKQwePJhDhw7h5OSkVbZt27bExsYSGRmJjY2N5nhqairBwcFaixz8/f1Zs2YNGzZs0AS6TypOz1zdunWJiIjQvI6MjKR27do6P29RVdjUJElJSaxfv57JkydjbW0NwJgxY0hISMDNzQ0rKyv09PSoVauW1nW1a9fm7t27Bdbt7OzM9OnTmT59uqQoEUIIkUuPHj00vTnp6elcv34dR0dHOnToQEREBOHh4QD89ttvpXJ/Y2NjzdDn7t276datG3/99RcpKSkAXLlyhR49emgCqsjISM3vPh8fHxo3bpxnrxzAgwcPcHNzo23btixevJiOHTty8+bNXOWio6OxsLAA4P79+7nOX7lyBVACy4sXL/LKK6/k+zw3btzQGmpUqVSo1epcv8MB6tSpw9ixY1m1apVWwLphwwYcHBywt7cHlOFYNzc3vvnmG8zMzNiwYUOe7czumcvrI69ADmDo0KGcPXtW8z04ffo0b731Vr7P96Q7d+5w6dIlZs+eXTFTk+gqIyODrKysXH+hGRkZERUVhZmZGc2bN9f8h8oWGRlZ6BCrzJkTQgiRk4eHB0FBQWzZsoX69euzcOFCXFxcmD9/PpGRkcyaNYuWLVsCsHLlSpycnGjVqhXW1taF9iRu3LiRoKAgjh49ioWFRa4errxkL+ybPn06VlZWjB49mgULFjB16lRsbW2JjIxk2bJlmvI1a9bk4MGD3L9/n8DAwALnaBkbG+Pr60toaCgqlQpLS0t69uyZ6z1wdXVl8eLFdO7cmdTUVGJiYti8eTM1a9bEz8+Pjh074uzsTFBQEPb29gwYMCDfe9atW5fIyEgmT55MlSpViIiIoHPnzgwYMICQkBC2bNlCUFAQu3fvZvTo0SxatIidO3cyZcoUKleuTEpKCnZ2dmzZsgVQOnyGDx+OgYGBZm5bYmJigW0oinbt2jFixAjGjx+PsbExzZs3p1+/fjpfb2dnh42NjWZv1sLmzOmpn/XAbgnYvn07Li4u3LlzR+v42rVr8fHxYe/evQB0794dMzMzDh8+jKGhIefOnaNHjx4cP36cPn36sHXrVmbPns3169d54YUXOHnyJIMHD8bf318zdyCn7M2dC9rsVgghROnK/lkcEBCQ51yt59358+c1vVCnT5/m+++/Z9OmTWXWnuwh0KLOCxMlLz4+niZNmuDm5kZiYqImmCss9ihXPXPJycn07duX8PBwwsPDcXR0ZNiwYUyaNAmA4OBgbty4oSm/d+9e5syZg4ODA6ampiQlJbFt2zZNSpEPPviA6OhoXnvtNaytrTEwMOD06dN5BnI5SWoSIYQQxXXixAk8PT0xNTUlIiKiTOdoJyUlsWzZMqKjo1m9enWRVtWK0qdrapJy2TNXVqRnTgghyl5575nLz969e0lISNA6Vq9evXwn34Oyy8CTWrZsSefOnZ+6PaGhoXnmdO3duzd2dnZPXX9ejh49SlhYmNaxqlWranL0VXT/iZ45IYQQoqIaOXJkka/56KOPSqElilq1apVq/XkpqTlr/zUVdjVraXJ2dpZVrEIIIYQoVadOnfpvr2YtTbKaVQghhBClTdcdIKRnTgghhBCiHJNgrhhkmFUIIYQQpU2GWUuRDLMKIYTIycPDg6+//pp169bRpUuXEq1748aNbN68GTs7O5o0aUJoaCi1atVi0aJFGBjk/Wvcx8eHVatWcfDgwRJtS0F0fQ88PT358ssvmThxIsOHD9e5/rVr1xIQEICZmRkPHjzAxMSEr776ClNTUzw8PLh79y7z5s0DlF0l3N3duXjxIubm5sTHx2NnZ8esWbMwNjYGYN68eSQkJGBhYcGtW7eYMWOG1lZfT8PLy4vvv/+eOnXqEBwcTLt27TRp1IpC12FWCeaEEEJUGJmZWURHp5ZIXVZWxujr6zaA9e6773L48OESue+Txo8fz6lTp+jfvz/vv/8+arWa3r17s3PnTsaNG1cq9ywOXd+DgQMH8vPPPxepbl9fX86fP893330HQFZWFoMGDSI5ORlTU1MGDx6s2XMdwMXFhYSEBNzd3VGplO/hihUr+Oijj/Dw8ADgjz/+4NChQ4DSA+bk5MTly5eL1K78/PTTT3z22WfUr1+ftLQ0HBwcaN++fYkH+tkkmBNCCFFhREenMmZM4UlWdbFrV1+qVatUzHZE4+LigqWlJREREfTu3VuTK+3o0aO4u7vTokULrKys2Lx5MxMmTNA5Ya+enh4NGzbk1q1beZ6Piopi06ZNBAYGMmfOHNq0acOoUaPw9PTk2LFj1KhRg0ePHrFw4UIqVarErFmz8PX1ZeTIkYSFhREYGMjixYtp0aJFvm348ssvefDgAWZmZgQHB+Pm5oapqalWmSNHjnDgwAEaNGhAWFgYM2bMoHHjxprzV69exc/Pj+DgYJo2bcr8+fM1e8U+KS4ujqioKJKSkjA1NUWlUuHh4YGFhQUhISF89tlnJCQkcPDgQUJCQti6dSt+fn6aQA5gypQptGnThosXL2Jvb88PP/ygOVevXj0ePnxIVlaW1jXF9dVXX2nqMTIywtbWNtf2oSVJgrlikB0ghBBCFGT+/Pm0bNkSJycn0tPT6dq1K02aNKFGjRrMnDmTs2fPYmtry969e7GysirSzgsJCQn4+flphhSfZG1tjZOTE6tWrWL58uUA3L59mwULFuDj44OJiQk7duxg7ty5uLu7M3fuXBwcHBg6dCj169fn1KlTTJo0iTNnzuRZf3R0NO7u7vz999/o6+uzbds2zYbyOZmZmfHVV19RrVo1fv/9dxYuXMju3bs15xMTE1mzZg1ZWVkMHDiQo0ePMnDgwDzv2aNHDzw8POjUqRN9+/alV69e9OrVC5VKRe3atTXPC0qQaG5uTvXq1bXqMDExoW7duvj5+WFvb68VtHl7ezN69Og8A7mYmJh8EzfXqFEDT0/PXMdz1vPgwQOioqIKTP6cH113gJBgrhhkzpwQQjyfrKyM2bWrb4nVVVze3t6aIVBDQ0PatGnDmTNnaNSoEdWrV8fW1haAjh076lzn8ePHuXPnDlFRUUydOjXfwCcv586do1mzZpiYmABgb2+Pq6sr2ZtA2djYaLay7NKlCwEBATx48IAaNWrkqsvCwoLWrVvTv39/hg0bxuDBg/PciaNu3bosXbqUSpUqkZiYSGBgoNb57GdXqVR06tSJ8+fP5/tMhoaG7Nq1i7/++ouTJ0+yfPlyFi9ezMGDB3O1Ua1W59vDlxd/f398fHzYvHlznuctLS2LvW9tWloac+fOZcOGDVSuXLnI18ucOSGEEP85+vqqYg+NlqbsoOlpdtDs168f77///lPdP+frnMeKEvyoVCoOHDjA1atXOXDgAI6Ojhw+fJgGDRpolRs3bhxz5sxh4MCB3Lt3j6FDh2qdL8o9s4dYmzdvTvPmzZkyZQqDBw/m0KFDODk5aZVt27YtsbGxREZGYmNjozmemppKcHCw1iIHf39/1qxZw4YNGzSB7pOK0zOXfb/p06fzf//3f7Rr107nZy0OSU1SDJKaRAghREF69Oih6c1JT0/n+vXrODo60qFDByIiIjTzp3777bdSub+xsbFm6HP37t1069aNv/76i5SUFACuXLlCjx49NAFVZGQkd+/eBZSVsI0bN86zVw6UYUM3Nzfatm3L4sWL6dixIzdv3sxVLjo6GgsLCwDu37+f6/yVK1cAJbC8ePEir7zySr7Pc+PGDa3eKZVKhVqtplatWrnK1qlTh7Fjx7Jq1SqtgHXDhg04ODhgb28PKMOxbm5ufPPNN5iZmbFhw4Y825ndM5fXR36BXHJyMlOnTuXjjz+mU6dO3L9/nw0bNuT7fPmR1CSlSIZZhRBC5OTh4UFQUBBbtmyhfv36LFy4EBcXF+bPn09kZCSzZs2iZcuWAKxcuRInJydatWqFtbU1RkZGBda9ceNGgoKCOHr0KBYWFrl6uPLSrFkzAKZPn46VlRWjR49mwYIFTJ06FVtbWyIjI1m2bJmmfM2aNTl48CD3798nMDCwwGE9Y2NjfH19CQ0NRaVSYWlpSc+ePXO9B66urixevJjOnTuTmppKTEwMmzdvpmbNmvj5+dGxY0ecnZ0JCgrC3t6+wH1Z69atS2RkJJMnT6ZKlSpERETQuXNnBgwYQEhICFu2bCEoKIjdu3czevRoFi1axM6dO5kyZQqVK1cmJSUFOzs7tmzZAkBSUhLDhw/HwMAABwcHQJnDV1J7w86bN49Tp05x4cIFADIzMxk7dmyR69F1mFVP/TR9vv8xcXFxWFhYEBsbK8GcEEKUkeyfxQEBAXnO1XrenT9/XtMLdfr0ab7//ns2bdpUZu3JHgIt7rwwUXLi4+Np0qQJbm5uJCYmMnXqVFJSUgqNPaRnrhhkNasQQojiOnHiBJ6enpiamhIREcH8+fPLrC1JSUksW7aM6OhoVq9eXaRVtaL06bqaVXrmikB65oQQouyV9565/Ozdu5eEhAStY/Xq1SswpYW7u3uuYy1btqRz585P3Z7Q0FCOHTuW63jv3r2xs7N76vrzcvToUcLCwrSOVa1aVZOjr6KTnjkhhBCiHBs5cmSRr/noo49KoSWKWrVqlWr9eSmpOWv/NbKaVQghhBCiHJOeuWKQOXNCCFH24uPjy7oJQpSoJ/9Ny5y5UiBz5oQQouylpKRQv379Ut3rUoiyYmVlxbJly4iNjZU5c0IIISomExMTgoKCSEhIYMOGDVStWhV9ff2ybpYQJUJfX7/I/54lmCsGGWYVQoiyZWJigkqlwsTEBCMjIwnmRIWSvXtHhR1mffjwIZMmTeLixYsEBQUVWPbRo0dMmzaNP//8EzMzM9RqNcuXL6dLly4AHD58mE2bNpGRkUF0dDSVKlVixYoVmmzQT5JhViGEeH5kZmayY8cOHj16VNZNEaLEVa1alffee4/ExMSKNczq7+/PpEmTaNGihU6bFU+ZMoW7d+/i6+uLoaEh69ato3///gQHB1OlShU2bNjARx99pNkaZc6cOQwYMICIiAhUKlnoK4QQzzN9fX3ee+89TS+GEBVJUYZby1UwV61aNby8vNi7d2+eiQyfdO3aNfr374+hoSEAPXv2ZPLkyQQEBNChQwe++OIL2rVrpyn/yiuvsGLFCmJjY7Gyssq3XhlmFUKI50Nx5hcJUV54eXnh6elZaDmdu58uXLjAypUrOXr0qObYnTt32LdvH7/++mvxWllEtra2GBsb61x+yJAhnDhxgtjYWAD27duHjY0NTZo0AeCll17S9MDFx8ezdetWxo4dW2AgB7BkyRIJ5IQQQghRqvr06cOSJUsKLadTMOfm5saoUaO4dOkSS5cupWvXrjx8+BA7Ozs6depEt27dnrrBpcHV1ZUePXpQr149GjVqxOHDhzl79myu7V+GDx9OrVq1MDQ0ZM2aNWXUWiGEEEKIotNpmPXSpUvcuHFD0yt29epVpkyZwtdff61ZWPA8mjx5MhcvXiQwMBBra2t27drFyJEjOXPmDNbW1ppy+/fvJz09nTlz5tCxY0euXLlC5cqV863X2dkZIyMjQImapZdOCCGEECXFy8sLLy8vANLS0gotr9Nq1lWrVjFjxgytYykpKSxfvpy+ffvSuXPnZzoBdfv27bi4uHDnzp18yyQlJVGlShW2b9/OO++8ozn+4osvMnbsWObNm5frmrS0NMzMzNi0aRPvv/9+rvOymlUIIYQQz5IusYdOw6y1a9fmm2++oU6dOly/fh1QcvwsWLCA33//HT09vZJrdQnJyMggKytL04OWzcjIiKioKACWLl2qdc7Q0BAjIyMSEhKeWTuFEEIIIZ6GTsHc8OHDGThwIOvWraNZs2Za55ycnPjll19KpXFFtXbtWkaOHAmAubk53bp1Y8eOHaSnpwNw7tw5bt68yeuvvw7AokWL8Pf311y/ZcsWMjMz6d2797NvvBBCCCFEMeicmqRBgwY0aNAgz3Ndu3YtsQYVJDk5mb59+xIeHk54eDiOjo4MGzaMSZMmARAcHMyNGzc05ffu3cucOXNwcHDA1NSUpKQktm3bppnjtnTpUj7++GOMjIxIS0vDwMCAY8eO5QpYnySpSYQQQghR2nRNTVIiO0Ckp6cTFBREdHQ0xsbGVK9enRo1alS43D8yZ04IIYQQz5IusUexkwbfv3+frVu3cvjwYf744w9UKhXW1tZkZGQQExODSqWiffv2DB48GCcnJwl+hBBCCCFKQZH3rEpJSeGTTz7hzTffRKVSsXr1aqKiokhJSSE0NJSIiAjS0tIIDQ1l3rx5REdH0717d1atWlVhtlxxdnbWLBkWQgghhCgNXl5eODs7F1quSMOsoaGhjB8/no8//pgBAwbo3JiMjAx27drFsWPH2LZtW66kveWFDLMKIYQQ4lkqsdQk2b7++ms8PDyKFMgBGBgYMHbsWFatWiU7LAghhBBClKASWQDxX5EdHU+cOFFWswohhBCiVGWvZnVzcyuwZ06CuSKQYVYhhBBCPEslPswqhBBCCCGeLxLMCSGEEEKUYxLMFYOkJhFCCCFEaSuV1CS6yszM5K+//qJVq1b89ttvvPTSSyV9izIhc+aEEEII8SyV6Zy5L774gvDwcNzc3ErrFkIIIYQQ/3klHsz5+/uzY8cOunTpwuDBg+natSvbt28v6duUKRlmFUIIIURpK7Nh1ocPHxIcHMw///zDjz/+yAcffICVlRXt27cvyduUCRlmFUIIIcSzVCbDrNWqVaNFixbs3buXbdu2sW7dugoRyAkhhBBCPI9KZc6csbEx3377LSYmJnz77belcYsyJcOsQgghhChtZbqataKSYVYhhBBCPEulOswaFRVV4Pnz588Xt2ohhBBCCKGjIgdzSUlJ2NvbY2NjQ7du3YiOjs6znL6+PmvWrHnqBj6PZJhVCCGEEKWt1IZZP/vsMzw9PWnSpAne3t5069aNH3/8Mc+yK1euZObMmUWp/rkmw6xCCCGEeJZ0iT0MilrpuXPnuHDhAmZmZjx8+JDhw4dz69YtvL292bBhA6mpqZibm2NsbExMTEyFCuaEEEIIIZ43RQ7matasiZmZGaCkIXF3d2fcuHGEhobSvn17rl27xuXLl1GpVGzevLnEGyyEEEIIIR4rcjCXHchla9CgAenp6fz+++9UrlwZgNjYWAwMDHKVLQkPHz5k0qRJXLx4kaCgoALLPnr0iGnTpvHnn39iZmaGWq1m+fLldOnSRVNm/fr1uLu7U6lSJSwtLdm0aRN16tQpsF5nZ2cGDhxInz59SuSZhBBCCCGe5OXlhaenZ6HlirwAIisrK9exvn37agI5AAsLi1IJ5Pz9/Rk2bBhVq1ZFl6l+U6ZMITAwEF9fX86dO8fw4cPp378/8fHxAPzwww8sWrSIU6dO4ePjg4ODA4MGDcrzGXNasmSJBHJCCCGEKFV9+vRhyZIlhZYrcjB34MABPvjgAw4cOEBMTAygJAl+FqpVq4aXlxcdO3bUqfy1a9fo2rUrhoaGAPTs2ZOYmBgCAgIAZYHGmDFjqFatGqAEf9euXePnn38unQcQQgghhChhRQ7mDA0N+d///sfbb7+NjY0NXbt25eTJk3h5eREXF6dVdvbs2SXWUABbW9siBY5DhgzhxIkTxMbGArBv3z5sbGxo0qQJaWlpXL58mdatW2vKW1paUq9ePX799dcC65XUJEIIIYQobbqmJinynLl+/fqxZ88e7t+/z5kzZzh79ixnzpyhb9++qFQqWrRowcsvv0yXLl04d+5csRpfUlxdXYmLi6NevXrY2NhgamrK2bNnqVKlCqGhoWRkZGBtba11jbW1NWFhYQXWu2TJEklNIoQQQohS1adPHzp37oybm1uB5YoczE2fPh2AF154gTFjxjBmzBgAgoOD8fb25uzZsxw7dowNGzagp6dXjKaXnMmTJ3Px4kUCAwOxtrZm165djBw5kjNnzmjK5NXGsm63EEIIIYSuihzMdejQIc/jdevWZezYsYwdOxaA27dv88YbbzxV455GUlIS69evZ/v27ZretzFjxrBgwQLc3NyYO3cuBgYGubYli4qKwtbWtsC6nZ2dMTIyApSoWRZDCCGEEKKkeHl5aaZzpaWlFVq+yMGcrho2bEibNm1Kq/pCZWRkkJWVpQm6shkZGREVFYWhoSEdO3bk+vXrmnOxsbHcvXuXrl27Fli3DLMKIYQQorTk7CiKi4srdJi1yAsgisLV1bU0q89l7dq1jBw5EgBzc3O6devGjh07SE9PB5TdK27evMnrr78OwMyZM9m1axePHj3SXN+6dWt69er1TNsthBBCCFFcpdYzB9CoUaMSrS85OZm+ffsSHh5OeHg4jo6ODBs2jEmTJgHKvL0bN25oyu/du5c5c+bg4OCAqakpSUlJbNu2TRPtDhkyhPDwcHr37o2JiQmWlpYcOXIElapUY1whhBBCiBKjp9Yl++6/Ro0aRfPmzRk1ahQNGjQozXY9l7I3u504caLsACGEEEKIUpW9A4SbmxuxsbH5TvEqUjCnVqv55Zdf2L17N/fv36d///4MHz5ck3S3ossO5gp6Q4UQQgghSoousUeRgrmc0tLSOHr0KPv37ycjI4Nhw4bx5ptvUqlSpadq9PNMgjkhhBBCPEu6xB7FnhxmZGTEkCFD2L9/P9u2bSMxMZG33nqL9957jxMnThS6v2l5JjtACCGEEKK06boDRLF75vITEhLCnj17OHnyJC1atGD06NF06tSpJG9RZqRnTgghhBDPUqkOs+rC39+fXbt2cfnyZV555RVGjx5d4itcnyUJ5oQQQgjxLJV5MJdT9sKJ+Ph49u7d+yxuWeJkNasQQgghnpVSWc36Xyc9c0IIIYR4lkp1AYQQQgghhCh7pRbMPXr0iFu3bpVW9WVKVrMKIYQQorSV2WpWgEWLFnHixAlCQ0NJT0/HxcWFDz/8sKRv88zJMKsQQgghnqUyG2a1tbXl119/JSgoiF9//ZV//vmH1atXl8athBBCCCH+00olmKtUqRJxcXEA1KtXj6VLl2JiYlIatxJCCCGE+E8rlWDu6tWrNG/enHfeeYdNmzZx7tw5VKrHtwoMDCyN2z4zMmdOCCGEEKWtTOfMffXVV0yYMIFr167h6+uLr68vf/75J1WrVqV9+/b4+/uXy2BI5swJIYQQ4lkq1aTBUVFRWFtb53kuMjKSjRs3Mm3aNCpXrqw5/uDBA3x8fFixYgUXLlwozm3LlARzQgghhHiWSmUBRFJSEvb29tjY2NCtWzeio6NzlbGxsaFXr15s27ZN63iNGjUYPHgwO3bsKOptnysyzCqEEEKI0lZqw6yfffYZnp6eNGnSBG9vb7p168aPP/6YZ9mVK1cyc+bMolT/XJOeOSGEEEI8S7rEHgZFrfTcuXNcuHABMzMzHj58yPDhw7l16xbe3t5s2LCB1NRUzM3NMTY2JiYmpkIFc0IIIYQQz5siB3M1a9bEzMwMgGrVquHu7s64ceMIDQ2lffv2XLt2jcuXL6NSqdi8eXOJN/h54OzszMCBA+nTp09ZN0UIIYQQFZSXlxeenp6FlivyMOu4ceP49ttvtY516dKFkydPahY7xMbGYmBgoAn6KgoZZhVCCCHEs1Qqw6xZWVm5jvXt21dr1aqFhUVRqxVCCCGEEMVQ5GDuwIEDGBgY0LdvX1599VUsLS0xNjYujbYJIYQQQohCFDk1iaGhIf/73/94++23sbGxoWvXrpw8eRIvLy/NFl7ZZs+eXWINBXj48CEjRoygfv36hZZt2rQpjo6OWh/VqlXT2iNWlzJ5kdQkQgghhChtpZaaZNSoUezZs4f79+9z5swZzp49y5kzZwgKCkKlUtGiRQtefvllunTpwtq1a/H19S32Q+Tk7+/PpEmTaNGiBceOHePOnTsFlh80aBCHDx/WvE5PT8fOzo7Lly9Tq1YtncvkJHPmhBBCCPEslcoOEFeuXKFDhw65jgcHB+Pt7c3Zs2c5e/YswcHB6OnpkZmZWbzWPyE8PBwrKyv27t2Li4tLocHckw4cOMCuXbs4dOhQsctIMCeEEEKIZ6lUdoDIK5ADqFu3LmPHjmX79u3cuXOHmzdv0qRJk6JWny9bW9unmpu3ZcsWPv7446cuAzLMKoQQQojSp+swa5EXQOiqYcOGtGnTprSqL5Lg4GACAgJ4/fXXn6pMtiVLlkjPnBBCCCFKVZ8+fejcuTNubm4Flityz1xRuLq6lmb1Otu6dSvjxo1Dpcr/cXUpI4QQQgjxvCm1njmARo0alWb1OsnKymLnzp2cP3/+qcrk5OzsjJGREaBEzbIThBBCCCFKipeXl2Y6V1paWqHldQ7mvvnmG8aMGUPVqlWL1bDY2FiWLVvG0qVLi3V9cZ04cYKWLVvywgsvPFWZnGSYVQghhBClJWdHUVxcXMkNs06YMIEFCxawZ8+ePHeBKMiRI0cYN24cU6ZMKdJ1RbF27VpGjhyZ63hJLnwQQgghhHje6BzMGRoasmbNGqKiorC3t2fhwoWcPn06V6JggKSkJM6fP88XX3yBg4MDly9fZteuXdSsWbPYDU1OTsbR0ZFly5YRHh6Oo6Mj69at05wPDg7mxo0bWtdERERw9epV+vbtm2+9upR5kqxmFUIIIURpK7WkwQDx8fHs3LmTo0ePcvbsWdRqNZaWlqhUKqKiosjMzKRTp068/vrrvP/++3km4C2PJM+cEEIIIZ6lUkka/KTMzEwePHhAeHg4mZmZ2NjYYGtri4mJydNU+1ySYE4IIYQQz5IuscdTr2bV19enVq1aFab3rVDNwPuuN2+2erOsWyKEEEIIUbqpSSqkV+D/9v8fj/55xAdvflDWrRFCCCFEBeXl5YWnp2eh5SRDblHFgu0LthxKPkRMSkxZt0YIIYQQFVSfPn1YsmRJoeUkmCsqLzA1NCUsPoy5p+eSmZVZ1i0SQgghxH+YBHNFFQM1/qxBXFwcV0Kv8LXv12XdIiGEEEJUQKWamuS/KueKku9uf8fGKxsBcHF0YUDjAWXcOiGEEEJUNLqsZpWeuWJ6v9379LDrAcCS80v4M+LPMm6REEIIIf6LSjWYa9WqVWlWX2acnZ05dfIUC3sspIFVA9Iy05h1ahaPkh6VddOEEEIIUUE8k2HW8PBwvLy8CAsLIy0tLdf5lStX5rndV3mVV1fnvdh7vHvoXeJT42lTow0bB2zEUN+wjFsqhBBCiIqgVHeA8PLyYvDgwaSkpORbRk9Pj8zMirPaM7839MK9C0w9MZUsdRbDmg9j7stzy7CVQgghhKgoSnXO3OzZs+nXrx/e3t4EBAQQFBSk9REYGEjVqlWL3fjnmbOzM15eXprXnet0ZlKnSQAc+OsAx28dL6umCSGEEKKCKPVhVisrKyIiIjA0zH9IcdWqVcyYMaM41T+XCoqO1Wo1c07PwTvIG2MDY7YP2k6jqo3KqKVCCCGEqAhKtWeuadOmZGVlFVhmxIgRxa2+3NHT02NB9wXUtahLakYqs0/PJj41vqybJYQQQogKrtjB3NKlS5k8eTLR0dH5lunYsWNxqy+XzIzMWPnaSkwMTLgXew+Xsy5kqQsOeIUQQgghnoaBrgV79uyZ61hwcDC1atXixRdfpFq1aqhU2rFhVFTU07fwOTMD2P7OO7R45x16DRuW63wDqwbM6zaPz7w/45e7v+BxzYOxbcc+83YKIYQQonzz8vLC09Oz0HI6z5kzMDCgTp06RWpESEgI6enpRbrmeRYXF8dNCwvatW2Lvr4+NGgAHTrASy9Bu3Zgba0p++WvX7L/z/2o9FSs67eOTi90KsOWCyGEEBXc33/DvHkwahQMGVLWrSkxJZqapGbNmoSFhRWpAcW55nkWFxfHdgsLJnTpgkFqau4CDRoogd1LL5HephVOPp9y/cF1rCpZsXvIbqqbVX/2jRZCCCH+C6ZOhV9/BQMD2LNH+Z1cAegSzOk8zLpixYoiN2D79u1FvuZ5NxW41aYNw9u04eVKleDKFbh6FZKSIDBQ+fj+ewyB9XVfYJdBLL/XisNV7xNWj9whCYWFEEKIkhYWBj4+ytcZGbBkCbi7g55e2bbrKZX4MOuTNm3ahJOTU57nli9fjq+vL8uWLaNJkybFqf65lG90nJkJN27Ab78pH7//rgR3QGJ6IsGxwajVoGrwIk37jIL27ZXh2RzDskIIIYQopg0bYOtWMDODxETl2JEjUKtW2barBJTqDhC1atUiNDQ0z3M3b95k//79/PTTT/hkR8oVgC5vKKAEdwEBSq/db7/x4PwJHj0KAeAF8xewMP732iZNoHNn5aN1ayggZ58QQggh8hAYCO++Cykp4OQE+/dDTAy4ukK/fmXduqdWqsGcLvPhbG1tCQ8PL071z6XsN3TixIkMHDiQPn366HSdOiODld9+RPyFs7S8l8rApDpUSn1imzNTU6W3zsFBCe6KuNhECCGE+M9JSVECucBA5ffmrl3KIohz52DoUPj007Ju4VPJHmZ1c3MruWDO1dVV8/XKlSuZNWsWeV2ekZHBX3/9xbVr17h161Yxmp+3hw8fMmnSJC5evEhQUFCBZZs2bYqtra3WMX9/fz777DOmTZuWq/zw4cO5ePEid+7cybdOnXvm8hCfGs87P75DSFwIDczrsaPRbCpduQoXLsCff8KT7+MLL0DXrvDKK8qiCiOjIt1PCCGEqPAWL4ZDh5SRrW+/haZNwcMD1qyBhg1h376ybuFTK/GeuZx55PT09PIM5LJVrVoVd3d33nzzTd1bXAB/f38mTZpEixYtOHbsWIFBF8CgQYM4fPiw5nV6ejp2dnZcvnyZWk+MoXt7ezN06FAsLCxKLZgDuPnoJmMPjSUtM43XXnyNL3p+gZ6eHsTFwcWLSmDn6wsREdoXmpoqPXbduysBnqVlke8thBBCVCiXLsGECcrXs2fD228rX1+7Bh98oCx+8PaGKlXKro0loERXswKa3jC1Wk2nTp24fPlynuXMzMyoVq1aEZtbsGrVquHl5cXevXs5duxYoeVzBnLZrzt27JgrkEtPT2fu3LnMmjWLzZs3l2ibn9S4amPmvjwX119cOfnPSdratuXtFm+DuTn07q18qNUQFKQEdufPg5+fspjC21v5UKmU+XXduoGjI9StW6ptFkIIIZ5Lvr7K51at4K23Hh9v1kzpqUtPhz/+gC5dyqZ9z1CRgrl69eppvv7kk0+0Xpe2J4dMi2rLli1MmTIl1/HVq1fz1ltvYWNjo3Ndzs7ORZozl9MbTd7gavhVjgQc4asLX9Hcpjktq7d8XEBPT8mN06ABjB6t9NpduKCM///6KyQkKKlQrl5VupEbNVKCwFdflcBOCCHEf0dAgPK5XTvtFCRGRtC4sTKF6caNch3M6ZqapNh7szo7Oxf30mcuODiYgIAAXn/9da3j9+/f5/vvv+eTTz4pUn1LliwpViCXbU7XOTSq2oiMrAzmnJ5DbEps/oXNzaFPH/jiCzh9GjZuVLJbZ/cw3roF69cr2a5HjlSWZt+9W+y2CSGEEM89tfpxMJdXCrTGjZXPJThvvyz06dOHJUuWFFquSD1zeYmNjeXUqVOaIdj69evTu3dvLCwsnrbqErN161bGjRuXa+/Y6dOns3TpUgyfcUoQYwNjVry6gjE/juFBwgPmnZnH169/jUqvkNjawEBZ8dqhA0ybpvxDPn0aTp2C+/eVf7S3bin5dho1gtdeU5Zl16jxbB5MCCGEeBYiI5X0I5B3MNeokfL55s1n1qSy9FTB3OrVq5k3bx7JycmaxRB6enpUqlSJhQsXMmPGjBJp5NPIyspi586dnD9/Xuu4t7c3arWaV199tch1Ojs7Y/Tv6tI+ffoUq5eujkUdXLq7MOvULHzu+bDt92182P5D3SvQ01NW7TRtChMnPg7sTp+GkJDHgd369Urw168f9OqlLKYQQgghyrMbN5TPJiZ5TzHK7pm7d09JX2Ji8uzaVgK8vLzw8vICIC0trdDyxc4z5+bmxuTJk2nXrh39+vWjZs2aqNVqwsLCOHr0KH/88Qdr1qxh4sSJxak+X9u3b8fFxaXQ1azZjh8/zsaNGzly5IjW8VmzZvHLL79g+m9wEx4ezp07d3BwcOCll15i1apVuep62tWsefna92t2Xd+Fnp4e6/quw762/dNVqFYrf4l4ecGJE9orY42NoUcP6N8fOnUCff2nu5cQQgjxrHl6wsKFytetWikpSZ6UmKhkgADYsQNatHh27SthpZo0uGHDhkydOpXJkyfnef6bb75h7dq13L59uzjV5yu/YG7t2rX4+Piwd+9ereNDhgzh/fffZ8CAAcWqN6fSCOYysjIYf3Q8V8OvYmliyZ6he6huVr1E6iYrS9mF4tgxZSVscvLjc1WrKkHdm2/KwgkhhBDlw717MHjw49fDhsHcuXmXfeMNCA2Fzz7Tvqac0SX2KPYCiJiYmHwDOYApU6YQFxdX3OpzSU5OxtHRkWXLlhEeHo6joyPr1q3TnA8ODuZGdrfrvyIiIrh69Sp9+/YtsO4BAwZo1XvgwIECyzs7O2u6P5+WgcqApb2WYl3JmpiUGOaenkt6ZnqJ1I1KpfTALVwIJ08qW5s4OCjHHz1SEisOGaJsf3LiBOjQlSuEEEKUmR9/fPz1iy8quzzkpwIsgvDy8tJpwWmxe+ZatGjB5cuXNcOUT0pISKBr165cu3ZNcyw4OJi65bgXqDR65rJdCb3ChGMTyFJnMarVKKZ3nl6i9WuJjITjx5Ws2ffuPT5ubq7MrRs8WPlPIoQQQjwv0tKU31ExMTBlirKNV0E2bQJ3d2UXpU2bnkkTS0Op9sxNmTKFiRMnkpxz6O5fycnJTJ06lc8//1zruIODQ3FvV+F1qNWB8R3GA7Dnjz38HPhz6d3Mxgbeew9++EFJdfL660penrg4ZeuT4cNh3Dgl4JPeOiGEEM+DX39VAjlDQxg4sPDy9esrnwvZ/rMiKPZqVl9fX7y8vKhduzYdO3akxr/pLx48eMDly5epXr06arWan376SXNNbGwB+dTKkadJGlyQsW3Hcv3Bdf4X/D8W/rKQRlUbUdeiFHsy9fQepzqJjVWCtx9/VDYs/uMP5WP1aqWnbuhQSXEihBCi7Pzvf8rnTp3Ayqrw8g0aKJ+jopQgsBxuhalr0uBiD7M+mbNNF3p6emRmZhbnds+F0hxm1dwjNY4xP4whND6UF61fZMebOzAxeIZLqtVq8PeHAweUeXbp/87fU6mU7cOGD4f27bWzbQshhBClSa2Gvn3h4UOYM0d7+678pKXByy8riwHd3ZWdIsqhUh1mrVGjBllZWUX6qF69hFZpVmDmxuYse3UZhvqG/BP1D0vPL6WY8Xbx6OkpS70XLlR66iZOVHrksrKUFbFOTjBihDJEm5Ly7NolhBDiv+vWLSWQA+jaNc8iofGhzDo5i4shF5UDRkZQu7bydQUfai12MFfQStaSvOa/qLlNc2Z2ngnAsVvHOHTjUNk0xMpKmTt35AisWKEMxwL88w8sWaKkNtm0SenCFkIIIUrLr78qn+3sHm9n+YRPf/6UM3fOMPF4jvy2/5F5c0+9N6ufnx9Lly5l+nRl9WVISAhXr14t8JryriRTk+RnSLMh9GvUD4Avfb7kxsMbhVxRivT1oWdPZbHEd98p8+eMjZV5du7uMGCAEtzJnrBCCCFKQ3ZcYZ9/Yv0/I/7MfTA7mAsMLPk2PQOlnpokMzOTsWPHsmfPHtRqNZUrVyYuLo6LFy/SrVs33nrrLb799ttnvu9paXoWc+ZySk5P5r1D7xEYHUitKrXYNWQX5salf1+dxMYq8+r279fumevWDcaMUeYmyLw6IYQQJaFvXyWt1sKFyqjQE9Iz0+m8tbPm9aWPLin7nR8/DvPnK1kccizILE9Kdc7cihUr8PT0xNnZmYMHD1KpUiUA7O3tuXfvHuHh4axcubK41QugkmElvuz9JaaGpoTGh+Jy1oUsdVZZN0thYQEffABHj8K8eY//+jl3Dj7+WEl9cvIklOMFL0IIIZ4DUVFKIAePEwE/4VaUdmLgqOR/OxkaNVI+R0Y+rqMCKnYwt3PnTn744QcWLVrE4MGD0c+xz2f16tXx8PBg586dJdLI582zGGbNVs+yHp93U/L1nbt7jp3XnrP31MgIBg1Seui+/vrxvLq//gJnZ2VI9scfJV+dEEKIovv9d2XxHSj55ezs8izmH+Gv9fpBwgPlixdfBDMz5escmxiUF7oOsxY7mIuIiKBnz575nq9Vq1aFySv3pCVLlpR4jrmCvPbiawxvMRwAt8tu/Bb62zO7t85UKmUJ+MaNsHMn9OmjHAsJgS++UPaA3bNHe39YIYQQIj+3bsFHH8GyZcrrBg2UgC4PuYK5xH+DOZVKydAA5TKY69OnD0uWLCm0XLGDOQMDAx5mLxPOQ3BwcHGrFnn4xOETWlZvSZY6i09//pSHSfm/92WuWTMlgPvxR2XvV0NDiIiAr75SsnZv2wbx8WXdSiGEEM+z357ouGjSJN+it6Nua70OTwh//KJNG+VzOQzmdFXsYO7111/n7bff5m4eKxivXLnC22+/Tf88JilWBM9ymDWbob4hy15dhoWJBVHJUTj/7Exm1nM+H+2FF5Sh1iNHYPRoMDFRsnCvX6+sgHVzk7QmQggh8vZkOpF8hlgBYlJitF5rhlnhcTB340a5Gx0q9dWsoaGh2NvbExYWxosvvsjdu3dp06YN9+/fJywsjLp16+Lr66vZ5qsieNarWfNy4d4FppyYglqt5t027zLFfkqZtKNYYmKUvV/373/cM2dkBMOGKQsmqlYt0+YJIYQohqwsZfvHRo3A1PTp6rp+HR48gObNYcGCxylJVCplqk7DhrkuUavVdN3WlbTMNOws7bgTc4dXG7zKslf/HZ5NSlJ2MMrKUjoTOnV6ujY+Y6W6mrVWrVpcuXKF9957j4iICNLS0rh8+TKJiYm8//77XLp0qUIFcs+LznU681H7jwDwuObBL3d+KeMWFYGlJYwfr6yAnTIFrK2VhRF79sAbbyj7wEpPnRBClC+enkp2g8WLHx/TtQfs3LnHCxwePFDmyH36qbKwLjuQc3ZWOgHyCOQAkjOSSctUFtk1qaoMxWrmzIESYLZsqXzt66vrU5UrxQ7mQNnSa+vWrURFRREeHk5YWBhRUVG4u7tjY2NTUm18rtjYNCMiIrpM2/Bh+w9xqO0AwIKzCwiJCynT9hSZmRm8+67yA2DmTKVHLjUVdu9W5tR9/bUEdUIIUV4sWqR8PnlS+XzqFHTvDjt2FHzdo0fK74A5c5R51Tdv5p3OqkOHx+mv8hCb8nixZZNq/wZzOYdZARyU35lcuFBwm8qppwrmQkJCuHLlCn5+fqSnp1OjRg30KniiWDOztxk0aCsbNpRdihCVnorFPRdT3aw6CWkJzD41m9SM1DJrT7EZGyv7vB45AtOnKz11qamwa5fSU/fNNxLUCSFEeZKaCufPK0Oap08XXPb6daWcWg23byvZD/KSvb9qPnLOl2tarSkAD5Meas8r79JF+XzrVrnKN1dqqUkSExNZuHAhdevWpV69etjb29OpUyfN68WLF5OYmFisRpcHGRl6xMcb8fXXd/nuu7Nl1g5LE0uWv7ocfZU+Nx/d5EufL8usLU/N2BhGjdIO6lJSlBQnb7wBa9Yo8+2EEEI8X578gzskBLKzWdy+DRkZj8/FxGj3vPnnSCdy9+7jYK5bN+06VQWHKtnBnKmhKbaVbQHIUmcRlxr3uFDz5pA936wcDbWWSmqSkJAQ7O3tWbhwISEhIdjZ2WFvb0/Hjh2pV68e9+7dY/78+Tg4OHD//v1iN/55lpl5BGNjZTrAnDn/44sv9pZZW1rVaMU0h2kAHLpxCM8AzzJrS4kwMXkc1E2b9jio8/BQgrrNm6EC/6EghBDljr92fjfu3n28T3d6+uMVqX5+0K8ffPJJ3tfmDObs7JThV1B2FCpEdjBnaWKpteWlVjCnUj3e1/XKlULrLG90DuaysrIYMmQId+/eZdmyZURERPDPP//g4+ODr68vgYGBhIeHs3jxYoKCghgyZAjFXCj7XAsL88PePhRz8ywyM2HTpn/44AM3Msto26rhLYbTu0FvAJb+bym3Ht0q5IpywMRESWVy+LDyH9/KSlmNtHmzEtTt2qV05QshhChbf/yh/fr6de08ojduKEHdxx8rC94uXFCGVrOy4O+/H5fLGczVrq1MwTl8WFlYUYicwVwVoyqa47GpT2xckJ08+K+/dH26Mlfiw6z79+/n1q1bXLhwgdmzZ1OtWrVcZapXr46zszP/+9//CAgIYP/+/UVrdTmxfv0yjh93om5d5e07dSqaAQNWERf37HuN9PT0mNd9HvUs65GWmcbs07NJSEt45u0oFZUqwZgxyn/o8eOVhROxscoCicGDlaTEsverEEKUnX9711Kz56edP699PiAAvv9e+9ijR0qPXVLS42NBQRAaqnydPUfuhRcgx1ah+ckZzOmr9KlsVBl4omcOHq9ovXMHEsrH78kSH2b97rvvWLBgAS2z34wCtG3blnnz5rFv3z5dqy936tatwcmT02nfvhIAf/6ZRu/e33Dz5r1n3hZTQ1O+7P0lJgYm3Iu9x+fen5Olznrm7Sg1pqbw4YfK8Ou77yq56SIilF0m3npLWUGVVYGeVwghyovbt/k5Po7uSTVxeRj/eIg1240buVeQhoU93o0he9Hkw4dKDx4UuuDhSTmDOUAz1JormGvSRBluVau1ewUrAJ2Dud9++41Ro0bpXPGYMWP47cmtOCqI7B0gTE1NOHjwEwYProGeHoSFZTF48A5Onrz8zNvUwKoB87vPB+B/wf9j45WNz7wNpc7CQslPd+iQsk2YSqVMtHV2VnrwfHyU/6RCCCFKX3Q0REez3aQt9xMcOFE5x65P2Xuo3rypLITIKSzscQ+eo6P2OQMDsLUtUjN0DuaMjZXExlBuhlpLfJg1NTWV6tWr69yAGjVqkJaWpnN5XT18+JARI0ZQv4CcM9maNm2Ko6Oj1ke1atVYvXp1sesEWLJkCX369AFAX1+fb775iOnTW2BoqEwV+L//88LN7XDRH+4pvfbia7zX5j0Atv2+jZ8Df37mbXgmqldXAriDB+H115W/7G7eVAK9SZOUpedCCCFKV2AgAPfUNVDrQUxKZbKy/6B++WXlc1LS41QgRkbK56AguHhR+bpvX+3df2rVKnT1arb41HhW+azi5yDld52FsQVQQDAH0KKF8vnPP3W6R1kr8WFWfR3GrUvimoL4+/szbNgwqlatqtPiiiZNmnD27FnNx6lTpzA2Nmb48OHFrjM/U6cOZu3aV6lcWekpXrHiDyZN2vTMF0ZM7DSRLnWUfDoLzi6oGAsi8lOnjpJxfM8e6NpVOXbxorJ4YvFiZV6GEEKI0vHPP2Sp1TxKU4KnpFQDwtLTycjK4Du9MJKsc2w9paf3OHHvoUPKYggjI+VY+/aPy2UvUtDBjzd+ZK//44wS2T1z2UFdnsFc9lSx69cr1EiOga4Fk5KS2LlzZ5ECnuQS3tC2WrVqeHl5sXfvXo4dO1Zo+cOHD+d63bFjR2rVqlXsOkEZZh04cKCmdy5bv34ONGhQk3ff3UV4uJojRyIJDFzFvn0TMTc306nup5WdUPi9Q+9xL/YeM07OYOfgnViYWDyT+5eJRo2UBMOXLilbgt26pfyw8PJS9nwdM0ZZISuEEKLk/PMPIenpxCUpPW5ZwP86deXWtat8d9oKL6NQtmaXrV0bGjRQtu96+FA51rGjMifaxQXefFNZ0Naunc63D44N1npd6DArQNu2yueHD+HePahbV+f7lQUvLy88PQtPO6ZzMBcXF8fYsWN1boBarS7x3SBsiziO/qQtW7YwZYr2xvTFqXPJkiX5bnbbtGk9Tp/+hJEj1/PHH6n4+6fRq9fXbN06nNat895XrqSZG5uz6rVVjD00ltD4UD79+VPW9l2Lvqpke0qfO506KVuCHT2qbKb88CFs3Ag//AATJig5jnTsvhdCPGN+fsov9fHjlf+r4vkXGMhZqpCVpQf//rr3eaE+V+6aEXXDnGvVXgL9M8qJBg2gZk3t67PnyxkbP84BVwTG+sZar58M5nJu86VRpw7Y2ChDv1euPPfBXJ8+fejcuTNubm4FltM5mDM3N+ebb77RuQFqtZpp06bpXL60BQcHExAQwOuvv17q9zI3N+PIkelMm7aNw4cf8OCBmrff3oeLS1dGjOhR6vcHZUGEaw9XZp6cyaX7l1h7aS2fOHzyTO5dplQqJRfdq68qO0h4eCgrX11c4LvvYO5cJRO4EKJsnDypJAMfOPDxSkbgzMzPWPGwGu/MdmVUv35w/77yf/jdd5V5VKL0qNVa3wudr/nnH35XVdMEcgAhd2NIilNCi7ikSmRWzkJfTwUvvqgdzBkYQK9eT9XsJ/PIZQdx2Z/j0+JzXYOenrLX608/KTlLw8OVqTkW5Xv0SudgrlKlSrz33ntFqvzTTz8tcoNKy9atWxk3bhyqZ9Qzo6+vz5o1H9GixTFWrvydpCT49NNf+fPPeyxa9O4zaYOjnSMfv/Qxm3/bzK7ru2hStQl9G/V9Jvcuc6am4OSk5KPbsEHprfvrL2XYdcgQmDjx8dYuQohnIy6OqNmzSVOrsTU3h86dlWSylSuz4NGLBEVVZ4FRA0YlJhKyeDFbTvvycVg4tb75uqxbXnH99RdMnqwENO+/r/t1UVEQF0eQuj45J189ephOcoIyrSU5yYAbxhm0MDJSgrmcI2EtWjz1z+CcPW/mxubUNldSmmRPK8qVNDhbdjAXHAzbtik5TceNe6q2lDWdg7m7T+aOKaVrSkNWVhY7d+7k/JPJDIvJ2dkZo39X5fTp0yfX3LmcnJz607JlXSZOPEJUlJodO4IJCPiKnTsnYWxsVCLtKciH7T8k4GEAv9z9hUXnFmFnaUczm2alft/nRvXqsGCBko9u2TLlB9fBg/Dzz8rq1wEDZOhViGck6e4d+md2Jy3LkJ3r3GgaE8O8C/5UJoPglCEApKTpE/frr0z1TeRS8mD++t9tvivjdldoq1YpydjXry9aMPfPPwBEZGr3aMVHqUlJUkILNfDTS11oUdkQXnlFu/evgN+busoO1j5o9wEjWo6gkqGS97XAOXMAL72k/fres88PWxgvLy+8vLwAdMoMonMwlx28FEVxrikNJ06coGXLlrzwwgslUl9Bc+by0rVrK7y8XmDkyM3cvp2Br28SvXqtZNeu97Gze7p5gIVR6alw7eHK2MNjCYoO0iyIqGpatfCLK5LmzWH7dmXXCDc3ZcNnV1dlocTcudC4cRk3UIiK7/yvlwiJVn72uNzSZ9CGbXgkDcLIMAszkwzikpTcZAc37OJWch0AbifXUqZKFCE1lshDVJSyt3WdOtrHsxP1gpJGxNRUt/oCA8lSq4lJV8pXNoeEOIiPqkRGxuOg7ZKhJaxd9vi6WbOUIfShQ4v5II9l55erZ1kPq0pWmuM558zlOX//hReU7cKyNzaIiXnqtpS0nB1FcXFxhc6Zq1BdEmvXrmXkyJG5jm/ZsoWPddistzTVqGGNl9dMevZU/ooJDs5i4MAtzyTBsJmRGateW0UV4ypEJEYw/eR0UjP+g3ubqlTKD5CDB5V5daAsTx8zBtaulf1ehShlt2/f13x9PbExPz6wBiAtXUVy2uO+Bc9APWISlMntUQmVuHva+9k2tKLIylJ60NLSYOxYePvt3Al8ra0ff/3kuYIEBhKRlkpistJpU7+REognJRpqFXtw/4mfq8OHw/TpOm3TVZjsnrnsVCTZsoO5LHUWyRl5ZNXQ04OZM5V2wOM8eOVYuQrmkpOTcXR0ZNmyZYSHh+Po6Mi6des054ODg7lx44bWNREREVy9epW+ffOeK1ZYnXnJ3gGiqAwNDdi+fTITJjTCwEDp2f6///Ni5crvC7/4KdW1qMvyV5ej0lPxZ8SfuJx1qVhbfhWFlRXMn6/MlWjcWPmBt2MHjBz5eIsZIUSJux8ao/k6McWA32PtNK/Tc/TmXI1toJmHlZmlxwHPs8+ieRWPh4cSPI0fr+x7mp6urO7PKSXl8ddFSbj+zz9cpLJmJ8XXerfIs1h8lAHhseGMXTSWFn1aMG1ZySyMTM9MJzFN2Q/9ydRb2cEc5LOiNVv2HvPZqVKeQ7ruAKGnfppMuf8xcXFxWFhYEBsbW6Rh1rwcO3aB2bN/Jv7fxTbdulXh228nYmio88h3sfzw9w8sOa9kk/6o/Uc4dXAq1fs99zIzlRVzmzcrf73q6Sl/vU6cqPtwgxCiYFFR4OOD09qjHP+z6CtTu9UJYveFb0uhYRVchw65j5mbw4kTSiqYtDRlrlx2j9zQoaDLwkW1Gnr2ZHGUERujuqKvD9evzaRNu1VkpGuHFFXMU2nQ7W/uXDZGpbYgTf8mAZe8/61GzcaNG0lLS2PKlCk6pzPLzMrkUfIj+u1WUtj8OPxH6lg8Hj5OzUil6zYlkfzuIbtpUq1J3hX5+SkLcFQq8PV9budP6xJ7PJ8t/w/o378zR46Mo25dpav53Ll4evZcwT//hJTqfYc0G8KoVsoeu+5+7py4faJU7/fc09dXhh/27IHWrZUfUvv3K/Mp/PzKunVCVAzffEPy/PkkRii9QJVNM7XSWeSkznFc79/fUPcSzZ/r3pPnUnR03sfj4uCjj5StD2fM0B5a1bVn7uFDiI8nSM8SALMqWVhYmNKw2eN58sYmyjcyKdGI0Ku1iH3QjOiIWmTGvExSShIAf9/4mwVfLWDR2kXc+ke3e2epsxh3eJwmkIPcPXPGBsYY6SttyXcRBDzumcvKei7nzRWFBHPFUNxh1ie9+OILnDkzi27dqgBw924Wb7yxnUOHSmbVbX4+cfiErnWUv1pcf3Hl+oPrpXq/csHODrZsUeZRmJgoQxJOTrBunfYEYSFEka3x+pne8dYEZiirDatZJlOncZZW4JZt6mfNMTIDVHo0e0kp8CDJgkcrVyl7Mk+cCGfOPMPWl1NXrmi/1teH7t2Vr7P3JX1yYO72bSWwSU9XFirkl1v23z1ZH6AEUVWslHpGj3ic+Lfav2v7MjP1SIx5vDghNcWAm8FK4OZ53hN9AysMDavh949ufzwHPAzgr8i/NK9VeioqG1XOVU6zCCK/9CTwOJiD5/aPBV2HWYsdzG3atCnfc8uXL2fw4MEEBAQUt/rn2pIlSwpMR1IUhoYG7No1lUmTmmJoCPHxMG3aL3z22Y4SqT8vKj0VS3ot4UXrF0nLTGPmyZmExYeV2v3KDZVK6ZHbv/9xL9327cpy/eckzY4Q5UJWlpLD698JVT8mt+VucjfuRStJY01N1axbM5oGLfSpXPlxQKGnB598+Cb/Oz+JPQcGM+/zQQAkpRjw5eH/MddjN28d+x/7Pv3s2T9TeXP538V17dvDoEEwZw4sXapM+u/cOe9rkpKU4cZff1UC5p078+6t+zeVx6MspSPC2kYZYRo+tDMGhgboqfTo/kpTzbBpUsLjRRFqNfgHKL2Bv/pcQT9hNEZJo7j1j/bWXPk+Vqj2okFzY3NUerlDmexgLiEtIf/KTE0fT6d5ThdB9OnThyVLlhRartjB3MKFC/M9N3jwYNq3b8+4cp6E71maPXsY7u79sLLS+3ca1z3efHMl8fGJpXI/MyMzVvdZjXUla6KSo/jE6xPNZNL/vBdeAHd3ZdKwSgV//60k1Pzxxwq1MbMQpWbXLiU5986dEB9PdJr2PJ/K5nq0b9GIcyc+o1WTJM1xE6MsDA0MqFndmlc6teTll1pjVTUDgL2Jr7JX7wN8M4ayJrHTM32cciczE3x8lK8dHWHePOX7YWQEo0Ypq/e7dNG+psW/Cxg8PCAsxx/3T+xxDsDDh6jVauLSlJ7W2nWU76+pqTFLFr9Kn94N+XzuAEwr573I7p+gUNRqNfduK+czs+D2zSgyszLpN7UfIz4fke8+8FdCtXsc89t3PLu3Lj41j10gcioHiyB0UexgrqB1E40bN2bevHkE/tsVK3TTs2d7Tp78Pxo3Vv6K8fNLoVevr7l69Wap3K9WlVqsfG0lRvpG/BP1D3NPzyUjK6NU7lXu6OvDhx/C1q1KcJeSAl98ofx1myhBrxAFefT992yOjOTRd9+Rce8eiana6SosrU00X1et8XihkYlx7p8/TV9SAoasLD2y/v218yjJArX8P8zf0aPKNlUq1eP9T5/079ZaYenpTLl3D+/svVGvXIFTpx6XO35cWSiR06NHPEhPIyFZ+b42b1Zbc2rUqE5s2TISc/NKVLHUviy7p+7+/SiCg4PJTHmcFuVhZALHLhzjl0O/4LnTkx0nc49OpWem83v471rHnkxLkq2KkdJrmOeWXjlVkGCuSEsnXV1dNV8nJiayaNGiPIO6jIwM/vrrL6pUqfL0LXwOOTs7M3DgwBIbas0pOx/dxInu/PTTQ8LD1Qwf/h2zZ7fngw9KfvPp1jVas6D7Aj7z/owLIRdYcn4J87rN03lVUYXXqhXs3QtffgmenuDtrcwrWbECGjYs69YJ8fy5f59ZgWn8avgeF+5cYobnT6SkaecUq/7C41/AterbAMovUhOjzFzVffB+L3xOKQu1VCo91JlqktP0ib59G+s2bUrvOcqrkBBlZAGU4dV/97XNysoiKysLA4N/f+3/e3xVeDhnEuI4vWkdfzVtpeSlu55jHnVcnBLg5ezJe/SIa2oTsjL1QA9e7tQ6z6ZYVTMg/J7yPTUw0MPYJIvEBD0eRSZz6NQh0lMez1mLj84iICgA6yqNycpMY/Xm1bz32nt8/9f31LOoh31te/6K/IvkdO28cfp6eeerq2KsxB8FDrMC2Ngon5/TYM7LywtPT89CyxUpmHNxcdF8raenx4IFC/ItW7VqVdyz/0FVMEXdAaKo9PX12bhxPO7ux/nySz+Sk8HV1Y9LlwJxcxv/+D9jCenTsA9hCWGsu7SOIwFHsK38/+ydd3gUVduH75kt6b1XQui99yLSgiBFQYogKthFpAi88qkgIkUUCxZUmgUQQXoHBanSeyeBhJDee9ny/XE2m4QEEkICAebm4sruzpkzZ7ObmWee8ns8ea3ZgxVZrlRYW4uWYC1aCO9cWJjo8Tp5MvTq9aBXp6BQqTDs3csJY2MystSc0DTmxKZ/gFaFxvhVz/fk1KxXjTxjzsqqqDEX1L4lzTrtJS4qh9deb8wHY45gNMKpYyd4UjHmCrNhA8yYIQoYtFoS+vfnr59/5plnnmHSpEmEhYWxdOlS3N3dzZ65y9a+ZFj3xkoTgr5ZfVSmNl2FuHq1sDEXF8cFycb0RKJ+7YBil+PlY82FE8IzZutgQKU2kp4mkZKYy5Lffyctpbd5bFaazOVL4UipzyAZ4ObZn5m/az4LLi3AxtKG3S/tNufLVXWqyrXEawBEp0cXe+xHJcwaFBREmzZtyrcDxLVr17h27RohISG4uLiYn9/6PyYmhtjYWPr163cv7+Gx59VXe7Js2XO4u8sYjbBlSxLdu3/G9esR5X6sFxu9yIC6AwD46dhPrL+0vtyP8dDTs6cQF/b3F90ipkwRJ85S9M1TUCgXMjJE6L+yFpelpPDfspUkpIoLfUKqNTuTLIoMq1c336vdvFG+2Ky1VfE5Vut+G8/+He/T48l8o/DC+evltOhHhE2b4OOPhSHn6wtffcVnvyzh6+++pmfPnvx7+CBXoyJYvdYkGmzyzEVZdSMnVyYpujqhHh6F5/T3Fz+vXSv8enw8odiBBBZWRqysim/dWatmvqagg5OEtY2I+MSEp5KSZIPRCLJKmCHZmRpuhmabRYg9bTuy+M/FXPn6Chd/uUhEagRHI45iNBrJ3pPNzTU3MeqNJAUnkViMDEupw6x5nrmbN+88rpJzV8ZclSpVqFKlCgEBAYwZM8b8/Nb/rgXLfR9BykuapDQ0b16L3bvH0rSpODlevWrg6acXsnLl3+V6HEmSmNB2Ah2rdATg072fcvDGwXI9xiNB9eoiqbtLF/F89WqRWxcT82DXpfB48Msv8MMPoiCnspGYCP3781dotjm3zQicyCkq2Nqobn4v5ABfL2RTpMzKw6bI2IJ4uDijVYvJw2/eRkftccRgyJcRadlS9Bxt2ZL1W/9FkjuRlAMqXX+MaQNZvmazSI8yGXPGAmbAgVtbX+Xl2xU05oxGkTMn2WKE2xY5ALRsUtv82MVDi429OJZBZ406uz2SLKFWiUiTLltLcmx+zmROWjUu7buMPlNP+rV0Toae5HT0aZJPJ3P538tYhlkSuy2W2D9jeeutt4ocOy/MWqJnrqEpRHz5cqU06CpcmqQ0k+/fv7+s01dqylOapDTY2lqxdu1YXnlFtAFLSZGYOPEgY8Z8j8Fw+z+ku0Ulq/i086fUdauL3qBn0s5JXIqrpB6AB4mNDcyald9f8Px5GD48X7tJQaGCMBw4wIG0NBJ0OlGxWJk4fZrzEREcNQol/jwNucQ0q0LDjBI4FsinVqlUWDsYMUrgX/MWz1AxWFmK9x2TqPRSNnP+vOiyASJiYGlJQkICxtwnSYx1JyP+adLTNOh0Einxrhw5coTlW7fyZ0ICGlX+73H/pVuMmbwwdkhIfiV/SgrodCQgDG+bO6TGN6wTgKSSQZKoW88XRyfhwUuMcyY9TYuFhYYuQUKQLjdHS3pCfq52RoYaZ7kefi6dcXOozx8H/iAzLZPYf2Kx1ljjYuWCe7g7NlobrhQjn2IOs5bkmWvQwGzYsrXyiehXuDRJaXjuuecqcvrHjo8+GsTChb1xcpLR62H16gR69JhJRET5eYWsNFZ81eMrfOx9yMjN4N2t7xKVFlVu8z8ySJIo8f/+e9EeJy5OqKpXwpOBwqPDpqQkRt+4wauhoWatr8pC+IkTvKoLICzFE6ME7n4U6vIgyRJGSfy8lXcntaBVFzs+GFOyx9HKVPGaVEJe+2NDbi7s2SMe16oFplDp8RPHSU22LDxWgqwMT9548w3+N30Ks+KTySrgD7gWklR4fNWq4mdGhohATJsmNOiAFIMw5hxdbp/D7eZmh7OTFVqthg5NG+LiUrhF4qBBNekRVBcQYsL6XGH4S6a2Wraq5qTFtkBK78mhs4dJPJaIJleDjXVjLC1bIkkaLC3boNX6FCnGzAuzllgAIUmQ55zZsuWhlZ8qdSb9xx9/TFJSEl9++SUAnTt3LnGfhLw7hUeMiqxmLYknn2zE338HMHz4Qs6ezeDiRSNPPfUjn3zSkT59niiXYzhbOTPvqXm8vO5l4jLieGfLOyzoveC2ej6PNc2aibDr2LHi7vWDD8TPPI06hUcHo1Gc+B8gSy9fQeNWn7DkUIxXryIFBDzQ9RRk/YET3MhohdEINk4yixYOYUC/pWSbFESatTVgYe9MUPfaRfZ9Y2hP3hhaump9a1ORRHqqRM6LL6KdPRs8PcvtfTxUnDghOmLk5e127GjetHPvv4AGJEnY1DIgSaQmW6J3s0eV04dkF7DU6fK9qDESfPml6M/6zjtClkmjEQbjqVPi//r1GIxGMvTCUHT1KOx5LYgsy8z8tDunTkXQo0d9jl44DYjwuCRJPNe/uVBOkIS+ak6mKCxUyTI6g4G0ZCFdkpsjoYmxIfFsNL4OjQgNDRTHdnUhLMwC8CAtLa2QgoY5zFqSZw6EMbd4MVy/LjT2vL1L3OV+Udpq1lJfbX788UcWLlxIrqm10Z49e25bAJH3X1/ZwgDlxP0Os96Kq6sDGzeOYdiwqsgyJCZKjB27h0mT5pdb2NXfwZ8vg75Eq9JyLfEaY7aNKVISrmDCx0ecCNq3F88XLRKtcDIy7ryfwsPDpUsiT3L8+Pxw1gMg27Ye4bpeZLqPIObkyQe2juI4E6nHaAQrSwO7/36LxnWq0fJJG4ySCK36BDryx0/v8PKAbvd0nLyOEbF6C9qvWsWZ2bPLY/kPJ3v3Fi7AKmDMHT8uutZIEkhqyZSfJiNrZDITu5KTLZOdK5OckV+8kJFqSU6rVsLTN2iQSCMp5qY0RqcjK1fsV6WKyx2X2LNnA95/PwiVSqZaQL6RZGUt0aCBL76+TmYHbnqamNPRUfzMzc2/ecq9YI0uTYeV3A6VSiRZxsXlF9fcWgSR55nLzM0sWT81MBAsTHNdv37nsfeZcg+znjhxgnPnzqHRCJFANze3Eo25R70Q4kEiyzIzZgzlu++CsLOTyc2VWL48jl69phMeXj7Vrg09GjKr6yxkSeZM9Bkm7phIrl7pU1osNjYwd67InQP4918YOVL0eFV4+Fm6VOQK5X2uD6iCOTRTeLWS0y25fKx0vSzvF1Hp4gJs76DDy114VD6ZPARJJQyJZ3p3KJfjODiJgFJ0kjMp3uOYd/hiucz7UJGRAWlpQjIkj+HDobb4fpw4cYI4U/aNLMtIkoSNtYa+/aqhklXIslSslzkrw5I//vyD9MxMBg4cyLhx4zDUrZs/4PnnAbiek01mtvgc6taqUupl165exXxc/0AbVCoZJydrtBaFteKaNS3qGbPUuOFiX534OHvkYgzM+Pj4Qs/zPHNQilCrLEMV0/u4tXL3IaHUxpyHhwd+fn7m5wsWLChxn9KMeRi5n9WsJdGrVwt27nyTmjWFq/vcOZk+fX5m5crN5TJ/xyod+eiJjwA4GH6QKbunYDCWX9HFI4Usw+jRQh5AoxE9DYcPh0rmQVG4S9LS4O8C1eM3bhS+iN5HtHL+zdTJq5UoZy4tjQSdyKGyd87POarm783Pv/Zk6uzWdGnTtFwO5Vqg4jU9U0NwMdWyjzQ5OTBsmGjPdeyYeG3KFHHukSSMRiPz5s3DkOsMkkTD1tZMGNuO777py9zPnuOXRf0Z/VYr5FuMOUmWyMxQ882PC9i1axchISHs2bOH/R07Co25JUvgyScBuGS0wGAQ+9etXnpjroqPG1qtBrVWQ9P6AYAwNr08CldRtGrlV0S4Xi0542rVHpVKVayofVRU4d6qeQUQUApjDvLzAyuZZ67Cq1l73UYs9dq1a5w4cQKDwXDbMQ87DzrMeiteXk5s2zaWgQOrIssScXEqJk8+xqhRs8nMvPfQ6NM1n2Zs67EAbA/ezucHPr9jO7fHnl694McfwdkZkpLgrbeER0fh4SEnBz7/HLZvh507ITub80YjEabwDuHhD2RNKinfI3guXSP0DisDYWGk5Aojy823cJJ7j47NGDn43kKrBfGp4VXoue5x60B46pQQLk9IyP/8q1UDRJvNL774gpOnTpKZYYukkqhTz5VRozrRuXNtZFmmY8eajB/fFU//wr84lVp8t3OzqrN4yWKiMlOJyUzm1z174JtvoH59s4xHqErktkmSRI2qpc8vc3Gxxc/HHjtrS0aNyg8J16zpYhbDV6lkWrSoYjbYJNM/2eBMWpKn2dN4KzdvFhb9LWjMlShPApCXf1rJPHMVXs26a9cuOnfuzAsvvGB+bcKECVSvXp3mzZvTsGFDYhTtrfuGSiXz+edD+frrIGxtVWRnS6xfn0ufPtM5c+beJTOGNhzKS41fAuDPc3/y8/FHs7tHudGwoWhYHRgoDIMJE4pvWK1QOdm4UWh1TZ4M33/P3ykpDI+Kok9ICG+FhWEIDb3/a0pMJNuQX7N2Q3atNGH85PPnScsWOUdVa7pX6LHqNaxlTtgHyMot3444lZ7//iv6WkAA0dHRjB49mj/++AMdtmRkWCBJ0LNTs2KnsXUsfPnv/pQvkiSRlujPmauhqNKfx9IwmP+OHuLyZVN/cJUKBg8mRrYHCbSWRmxtLYuZvXhkWWbDhpfZuXME/v75uXZjxnREq9FiobVAq7GgWjW3fGNOlpAkicQ4R3Jz1ciyRJ8+1YrMHR2dXOi5VqVFqxKh/1IVQVRSz1xpKbMxt2DBAjIzM83G3MGDB/niiy9o1aoV33zzDY6OjoV6uSrcH/r2bc62ba9Ts6ZwW1+6ZMULL/zJV18tuOeClLdbvE2/2v0A0SXiz3N/3utyH208PWHBAmHYGQzwySewbNmDXpVCaSgYVk1IYFlKKjqPhhisHDmcns7Vgr0r7xP62Fiy9fkN6xMlJwyVROT0xKGj5v6rLZrWLGH0vdG2aQOs7GUklbjYZ+RaYHycio1uNea8vcHamvfff5+DB4XQu4NncySVhKu7ho5ti1YPAzg7F+jMIUl8MLEXKrVEdraMBU+i10tkpGmQ1d5cvFggL3HsWK4HVscIWFrffYTG3t4KD4/CyggNG/rSqJErKpWKZs08sLe3wtnZGpVahVarRa1WI8syGo2GZs3cadDAq4h3Li6uqMFW6v6skO+ZS0oS/x8yymzMHTp0iDVr1tC9e3cAfv75ZywsLFizZg1vv/02f/31F1u2bCm3hVYmKlPOXHH4+Tmzbds7DB1aG1mWSEjQ8O23kQwePInr93DXIUkS77d/n85VhSzNnANz2HpV0VW7I/b2Qosur9J17lzhsVOovKSnYzh6lEVxcRxOTycsJ4fT3m2Ii21DiuZ51A4BhBUjUlrRJIeHk6vLN+Yy9A7EVJK2XkeumjyEErRtWr9Cj+XsYM+qVc/To48I62bkaEgNDhbSMZUl7FxRJCQUbeVmNBIVFcXp06fJ1edS55lGxEY4AtC5u2+xxQIA7p75YUiNxoi/vwuepu5dqcn52ySqEl4wrUClIj1XGO6WVuWXbrNo0SDefrspU6eKkLyXpy0WGgtkSUatVqPVCi/biBHN8fFxKGLMJSUVTSkyt/QqTZjV3z+/crcSeecqPGcuMzMTT5O2j16vZ+PGjfTt2xcPk2Chh4cHWVlZZZ2+UlPZcuaKQ6WSmTlzAPPn98HBQUtOjsShQ44MHfotv/zye5klTFSyiumdp9PcuzlGo5GPdn3Ermu7ynn1jxiWljBnjjl5mG++EcnECpWT/fvZnpDA93FxvKVW82WTJmQbq4EkkZ2jIsFqAJfLqWL8bkgICyMnN7/qLz3LioiCRuX167BjxwMRPQ2OF15/K0sDXm53lqooDxrVCaRzkMjfysmVuXjiJFdGjWJ148boKomBWyEcPix+2pgMWYOB79PS+PHHH0nLycaobc6+X6uSkSwjSzJvvNj1tlNVqZKvNqHViuuBh48Imep0JkNJkkhPcePytcI3L1mZ4jtmYV1+uot2dla8+25natcWOZFeXsKgDAjIL45wdragS5c6eHk5mL11eTIlKSnZZGZmsmXLFnNl611pzWm1QmYKIDi4vN7WPVPhOXNWVlbExorqkbVr1xIfH8/gwYPN29PS0swJjQoPjh49GrB9+2s0buyKJEncuOHIF19c4eWX3y18t3UXaFVa5gbNpYFHAwxGA+///T4Hbhwo55U/Ymg0MHNmfk/Xb78VDdMVKh+7d7M/LQ1sbcHCgt1nz5OcaItkEl3NzFZxIccG0tPv67LCQ8PI1eddZCErR8W5q9fzB4wfL8ReD9z/v8XYTBGys7O9f9UITerXNOuTnT5+niFLlvBpWBjbPv30vq3hvpMXYm3ZEj7/nLXOzixKSGDDhg1oVN1IjArAoJOwt7Vgwvg2VK92+/Zotar7mx9rtMIYr1GrcL6jJEFmhppLIYUrRXOzhOlgbVNxwuh164q1NG7sQZMmbtjaavjpp2cA8Pd3RpZltFqt2fOYkJDB66+/zocffsjLL79MYmLi3XnmQBR5QH6V8ENEmT+JZ599lh49ejBhwgTefPNNfHx86N27NyD0XsaMGUODBg3KbaGVicoeZr0VLy9H1qx5jTffbIZGoyYpScO+fe688MIU/vzzzzJ56aw11nzT4xtqudZCZ9Dx3vb3OHLzSAWs/hFCrYZPP4Vupsq+H34QVa9KZXDlITMT47//cjQjQ4TIAVnjh8Eoo9JIyKb705sqx/te9XbtprigSuR3yboSbcoVS0khITiY0xkZcOjQfV0XQHKu8OjY2t0/2aJqvj7mqNiFE1dRVX2BJPcJbI0q5YX7YSA6WsiQvPaaEAjOM+Zat4ZOnbjQpg1oNOQajCTFO4IEzw2sycH9o3j7rSfvOHWtQF/zY5VKGOEN6/oV1p8zPUyKK6wDl5sjfvE2dhXnsBk1qiM//NCLKVOeYvnyF9i79w0aNhRrtre3wspKHDsv3JqdDefPnwcgIiKC//3vf9hohAezVJ45EEYyiN/1Bx+Ic/QDpsLDrFOnTqV+/fosXLgQJycnli9fjkqlQq/X4+bmxuLFiwt56sqDuLg4Bg8eTNW8qpMSOHLkCEFBQbRr144mTZoQFBREXFx++XJ8fDzDhw+nWbNmdOzYkQ4dOnCgFHe1D0OY9VZUKpn//a8HS5b0x8PDBp1OJji4KnPnHmHEiFe5WgbdLDsLO77r+R2BToHk6HMYu20sp6JOVcDqHyHUapg+HXr0EM9//hnmzVMMugeN0ShyGSdP5npKCrF6PZk2Drwy9g1s3eojqSQCamlxchPDE2V7eOklUeByn4iINV2QJISXEIhIN11tr17l3Rs3GBEayvGCxRv3g6ws0k2tnewc7l8LO7VahY2ptdf5OB0RSd7k5MpczSjd9eGhYM4cuHgRjh8XLQNN169QX1+uXLnCTVMBjErjhdEozvMf/q8Xdna3b7GVR6CfJ3nWmp2LyEdr2ahmvi0nSWi04vPMztKa06ZycnLQmSqIHRxLX8l6t1hYaOjSpQ42NhbIsoyNjUWh7a6ulqZligUbDOI9vPzyywAcO3aMrCix5uSswpWutyXPmMvMFH22Fy58oB1f4D6EWa2trfnll19ISEjg0qVLtGvXDgCVSoXBYECv1zNs2LCyTl+Es2fPMmDAAFxcXEqlcXbhwgUGDhzIV199xf79+zl27Bh2dnZkFKh6Gj16NCEhIfz333/s2bOHQYMG0atXL1JTH6E7u1vo0KEGW7e+Srt2vqhUKiIiHDh2zJ+XXhrD999/T/ZdJhA7WjryQ68f8HfwJ0uXxTtb3uF87PkKWv0jgkolGlabPNn8+it88YVi0D1Izp4VuYx793I4PR3ZqwEp8b355qubhF4QF4mu3QJxcBWnzEzJnhS9XjTmvk/EpgqNOZUKHJyEEROvswC9nszz57lgutgeOHtWXIzu28JiydSJC62je8Vd3IvDxlp4lGIIML+mMj7EXWoMBvE9XLFChMt37y4yJN3Cgpfff58XX3yR06dPk6XLwqVKfWSNjKe/GgcH66LzFoOFhQZrBwlJJeHp7whAjUAv1BqTJIgE1euKz9Ogs2X69OmsW7eO+Ph49DrhqXNyLt2xKoK8nLo89Ho1o0aN4u2336ZGjRoAxJ8TuXPBicXnwKWnp3PkyJF8pQcPD7NH3swDKHYqCw9NJ3BXV1e2bdtGixYtSjV+6tSpDBkyhDp16gBC32bVqlX4++fnCZw6dYp27dqZW5R17tyZpKQkLpWQQPuwhVlvxcXFlt9/f4Fx49pgZWVBSoqaiIhWLF9+lMGDB3M4L8m2tPNZuzD/6fl423mTkZvBqM2juBL/cPwBPDBkGT78UKi4g9A0mzlTnMwV7j9RUeabxG0pKejtmoIkkRavwmAAB2eZ917vg5unFUYJcmQ7/klNJTc0FO5HoZdeT0qKuOBYWBixNV1vkrGF2FiuHTmCbOGAxqUWJzMyhHF6n8i8cYPMXHEOdfer+OKHgliZFC5ikp3Mr+l1D3FP8IMHxc3dnDn5Xt+2bWHXLjA1kT/WoAEpKSnk5OSQqQdJ7szFI8KwqVPf8a4OZ++oRpIlXF3E3CqVjLOnCkktY2EtU6Ou+AXn5liydetWPvnkE/r27YvOZMy53yIxcj+ZNKkTw4bVpX//mmg0GhwdPXjxxRcB6GLKTb5x8gZGo5GQxBCydEX/TmfPns2bb77J+vXr81/scEvbuQdcUFPhYdbSUJ45c56enlhYWJQ8EKGCvXXrVuzs7Bg4cCBt27alb9++nLylrdKzzz7L1q1bSU4WLtg//vgDNzc3atW6c3uYhzHMeiuyLPPOO5349df++Pk5AhpCQwOJiKjF22+P4f333yc6OrrU87nbuDP/6fm427iTkp3CW5vfIjih8lQEVUpkWSSsDxkinq9eLbToFIPuvpMWGcmAkBCevHSJkw4OJKe5gpyfOzRkeG0sLbV4+YqLXpbBiumRkcyJjISQkIpf4PnzpJnCSBprI/ZuwnhKN9hgjIjg6tmzZLm/SLihH5dtq5F79GjFr8lE5OVLZo25wDsk3FcEbtUdi7z2UIsI79+f/zhPyzAoSBhyS5fCm29yOK/iErDQNiQx1tUcGu3QrvpdHa5Lh5pYarQ80621+TUPLyE27OymolpVkVeQlaXFiLjZ0Rv05pw5Tw+nopPeJxo08OWjj3pSpYoTKpWK0NBcxo9fw++/H6JdO9FdIjkmmZzYHAxGA5fiihplZ003PVcKet/eegu6dhX6fWJjhb+XO1HaMOs9feujoqLYtm0bkZGR5BTTeDr0QaikI3LrUlJS+Pzzz9mzZw/16tVj4cKFtGvXjosXL5p7zE6bNo2UlBSqVKmCm5sb1tbW7N69Gzs7uxKO8OjQqlUgGza8xHvvrWfPnnCio2WsrYPYs+cEe/f2Z8SIEQwbNsys8XMnvO28mf/0fF5Z/woJmQm8sekNfuj1A9Wd7+4E81ghSTBunCiL/+UX2LBBZPJOmyby6xTuCydPnyY0J0dIPrjWICtSjayGXn2qoNFKTHizDwD+vs5IchRZWRqsNRpR9XrlChRsRl4RHDlCglGEvCxtJdy8bIBUsg3WJJ4/z9nrN0jKfgKAXJvaXDx4kAZvvlmxazJx/sJVDAZxo12nZun7dJYHbVpX49DOc6DLT1HI1j3EfzfF5Ww3by5+envDyJEceu45cg25GI1GVNiZixQsLdT06dryrg43e+azfPRBdqF8tCda1+HiiVM0aeBLvZr+IJ0iO0uFzg4a1a/LmbPn0Zuqqj1cHcvyLssVJ6f8/MCNG0PYuDGERo1c8fX1Izz8BrYJtuS653I+9jyNPBuZxxoMBiJMHVQK5tLj4QGzZsHy5SL9Ja/7RSWnzN/6bdu28cwzz9xRS664/mn3g7y8r969e1OvXj0ARo4cydSpU1m8eDEffSQax7/zzjscOnSIkJAQnJ2d+f333xkyZAi7du3C2dn5gaz9QeDkZMPPPw9i4cIDfP31YTIzVdy82QJf3wi+++571q1bx/jx4+nQoUOJn6m/gz8/9f6J1ze+TnxGPG9sFAZdDZca9+ndPIRIEowaBRYW8NNPoh+oTicqXzWakvdXuGdiIiPFA7UajAFIMrj7qPjhqxcKjatR1RNJdYFcnQqsbYlOTiT59Gkc+vat0PVF79lDmtEk/+Gkxj/AGUglK1dL5Pz5XJKdyDNnMg3unLqwi/ulJXA5LAbwQwLqBN5fY27siH78teISN67okAxgNBjJ1j+kxtyNG0V7/vr6CuPCRExMDCEhIRhUjcBoSU6OMGTqNbLn0w/74ep6946IWwsLxozqSoM6vrRrV43MrBwkWcaoN9Dp2T7UcnXj7AWTJ1qS8L4PmoIl4VxM3t6pU3E0aNACuIFNug1JJBXJ5Y6OjkZnauybJ7NWiJqmTibXromWjKVwaDxIyhxmnThxIt26dWPnzp1cunSJa9euFfofEhKCi8uD+aCdnJyQJAlv78INgH19fc3ewoyMDL7//nveeecds+E2bNgw0tLS+O677+44/+TJkxk3bhzjxo17qHPnCiLLMq++2p4//hhEtWqOaLUWRET4AT2Jjk5l3LhxvPnmm+bS7zsR4BjAT0//hKu1K0lZSbyx6Q0uxz8cdzcPDEkS8gNvvy2e//MPTJwoTiIKFU5eH2k7a2sMsieSLNGoRdEQUsOagYCpX6RLY4ySmksVrUmVnc3RQ4fQYwkSOLhYEhjgARJkZqsJjYnlptp0wZcgOd2G0zcjYd8++PPPCi+suRknii1UaiOeLvf3JliWZRbOH4qTu8p8NcvRa9j78cdcXrnyvq7lntllEl8vYDSk1a/PpEmT+OmnnzAajfz333/oJUsSo6qTGO1LcqI1INGxqzdNm/oXP+9dYmGhoWfPBjg4WOPuZo+FlYSskTl0Ko3VN3aAlG/8+Xq4lcsx7wUnp3xjrlEjVwYOFGlSp07JqFQ2YCpGPRdbuEd5ns5qjj6neGPOVESBwXB/UiluYdu2bWY7ozQ5c2W+hQkLC+PIkSN3DL9NmjSprNPfEzY2NtStW5eoqKhCr8fGxppDrDqdDoPBUGT9Wq2WhBJKkWfMmIH9rRUvjwj16/uwbt3LfPzxFlavvkJKih1qdTdcXc9y9OhRhg8fTvfu3Xnrrbfw9fW97TxVHKuYPXSx6bFmD10t1zvnIz72vPyy8NDNnSu0jj76CGbMyG8zo1AhxJgU41vUrseKC+K02KlD0R6jAb75XpKopJZ4BVTh0qnNtJw5E8aMAauSJSFKzY0bsGYNBARwJDmZXEdLkCQcHC2oFegDkoTBAMvT9aQ5u2GURDREp4dgSy+xHhAdSPr0Kb913UKcSTvZ2spw29ZRFUmdav6cOPg/Jv/vC5YtzyRHp2LsZ5/hqNGw7emnUZXnZ1IeXL4Mv/0mPt+pU0VP0ORkc1eYqO7dsfj3X5xSU1mamsrf+/fz999/YzAYCA4ORqUSNxtIYNQbkVQSdWve/lx8L8iyjL2TRFyUkYhjDmjONUVrJbTuJIy4OD/4lCQXl/yq1t69azNoUDM2bQomJUWPVluDzLgLAIQlh3E5/jI1XcTfdXh4OFFpUSRmJpJrzMVguOX7a28vQtsREUIapnbxPW4riqCgIHNufkpKSolOpjL/5dWuXbtEsdny1pm7E/PmzWNIXiI5MHbsWNatW2fW4dm+fTuRkZHmahd7e3s6duzIL7/8Qm6uKGXfs2cPly9fpkeeBthjipWVllmz+vLll0E4OFig12uIjGyEk9PTgIrt27czYMAA5syZc0fD19/Bnx+f/tFcFPHmpje5GHfxtuMVTDz/vMijA9i5U+RvKLIlFUqsqQgqycIDo1HYzn27ti4yTpZlbOxNp01JIiHdjctZWfDXX1DO+m5pM2bwz7ffkvvxxxzKyCI53QZkaNjAhwY1AkEGowSXnXzIUJmiIKalxVgGkKzXE5mbK3J/KgqdjpQMUfxgZf3gCndUKhk3b+EVzM1VIVs6kWSQuLS1kvWOTkmBV18VkjZnz4oqdhDpFSkpRFha8tz27bwEJL/9Nn/kFUEACxYsYNeuXRiNriatQeExkyRoXr/ojUd54eYmPF+SJJGbJZEa0woAjVb83h80AQEu9OlTjR49AhgypDkWFhpatfJClmUyMz3JTs0mwDIAgJVnVhIaGorRaCQ8PJxMnfAqp2WnmQshC9G2rfj577/36d2UnTJ/EjNnzmTMmDEkJSXddkxpZURKQ2ZmJp06dWLWrFlERUXRqVMnvv32W/P2sLAwLl7MNxRGjhzJ+++/T/fu3enQoQMzZ85k586dhQSHly9fjouLC61bt6ZDhw6MHTuWRYsWlVip+rBLk5SWXr0asH79cJo0cUOWZUJDbbGyeh4fn/rodDpWrFhB7969mTt3rrkX3q0UZ9ApOnSl4Pnn4ZVXxOPVq6GEuzKFeyM6NRWj0UBomggheVVRY29XvIZWUE8/kTsqQ7ZeZktqGhE5OeWeKP39hg1MvHmTN0JDSXaojk4vIUkSA4La4WBng5WtJLxzdh5kZloiqSTUWpHTmiV70vvqVfoHB3P+9OmKS+I+fZoUg/B8WTo8mBzpPLwDRJVnrl4i0uo1srze4vjWSnae3rmzcBu4kyfFjdqOHQD807AhmTk53ExNZdbly6SmpmJtbW3O/QbIzXEQnjkTWgsJLw/HClvyS4Pb4WhnTdcnA5EkoUuHJGFt/+ANORA3WJ9//gzffDMAjUZ41bt3r4kkScTHWyJJWlpatyT5bDJfvPsFzzz7DD/88APh4eE42tQm0GUEGrVj8aHWTp3EzxMnhPf0AVBaaRLJWBoF3mLo3LkzYWFh3Lx5k2rVquHq6lrExX7gwIE7Fkg8bKSkpODg4EBycvIjG2YtDr3ewLx5u/nxxxPo9UY0GpkePew5ffpPEhOFZ06r1dK/f3+GDx+Om1vRPIrwlHBe3/g60WnR2Ght+LrH1zT2bHx/38jDhtEo9Kb+/FM8Hz0ahg9/sGt6FMnJ4UlPX2LcXiU12xJkiSefduKXb96+7S6Xr92kS+fFGHUGvKw3QPh5Fj/9NPVXrCifNRmNNLe3N8vUaAP6ciOlNm7+ao7vFyf2Vk/OJOK6HjePRGKjHJFkiVqNtVw8nIWTbSbaG98AUNfSkl+nTBHfn3Im95tvaPdTCJFJztRvK7Hlzw/L/Ril5cCpswzqtbrQa0/77OKHQ7se0IqKYeRIOHUKAgNFHpYkwbJlZnmiN2rW5OgthvewYcMYMGAA/fr1Q28wkJLal1x9fnstB1c4c/iDCl12Xgiy7ZNzCA8VBYae/ioO736/Qo9bVtLTs2nV6jtSUzPx97+Am0cGO47uwGA04GHrgauNK3qDnqycLiQn2uLmFcp3X42kbZ4nLo/cXCFTkp4OH38M/v4i7Nq9e+G2ZxVMaWyPMpvWe/bsQa/X4+npSXp6OqGhoUWKIMyqygoPNSqVzJgxnfn112fx8rImN9fAhg1JeHq+wJtvjsHV1ZWcnByWL19O3759mTlzJmFhYYXm8LX35efeP+Nt5016Tjpvb36bQ+H3v4fkQ4UkwXvv5bf++uYbWLfuwa7pESQzMpIcp9qkpOcndvfq1viO+1Sv4oXWUoSeZBsvjMDeAiGxe0UXF1dIbzATb5AlqtXN9xY+1bsqkgRxMU6iIEOCDp38QIL0bAs0TjXR+LblfFYWFyqoSOPk5s1km1p5+VRxrJBjlBY/D3duvbxeSbHGWFl0G2/ehFOnMBqNnOjdm7VpaeQaDOYweJqFBSeCi2pzPvHEE/j6+jJx4kQsbVzIyS182c69DzVSeY6aZi3zc0a1lSwVsSA2Nhb4+9shSTJGoz1h18NwtHLEOsCaZJLRG/ToDDpyc8XfvNFgWVieJA+NBtq3F4937IB33oH/+z8RLalA0g8cYN2gQXzWKYg/hzzPlXnzStynzMacm5tbEePt1v+urq5lnb5S87iEWW+lRYuqbNjwMt27C/mBQ4ei+fnnRMaN+5yJEyfi7u5OTk4Of/31F/3792fcuHEcP37crKzvbefNgj4LCHAMIFuXzZhtY9h9ffcDfEcPAbIskqTzTijTp4t8umJO+gplIzY4GFSmJGpZYsanXRjYu90d95FlGWd3GUkt4e4n8pXOxMeXWx/HsCNHzI+NflVIzLADWaJNm3zpj0lvPouldb750rG7C+1a1kaSICdXJpxnCE/vgNarJZtvEUwvFxIT2XvuPGlZliBDYKB7+R/jLvBydSniLElTeXHjUCW5ady7F4PRyLjERF79+mumx8ezMjERTN0H9trbF3GA2NnZ0bBhQwAGDhzIkwMHIskSWgsJ2dSg19vz/hUh9O7exPw4W1e5K+09PW1QqWT0enED1Kd7H6oNqYbnQE+yVdno9DpystWmQiJt8WFWAFOrUvbtg7Q08Xj2bCguxSwh4Z7DsQm7d9P7jYW8e7Au86624719tRm6uOQIZ5mNuc8++6zEMYsWLSrr9JWaR6EDRFmxt7fi22+f45NPOmFtrSYhIZt33tnKhQu2/PnnKiZPnkyVKlUwGo3s2bOH1157jRdeeIHNmzeTk5ODu407P/X+iZouNcnV5zJxx0S2XLl//S0fStRqUQTRtKkIve7ZI+4QU1Ie9MoeCWKuXQO1cDO4eksMG9KmVPu5eopK+AxsQZI4m5mJoZxa/1w9flw8UKuRHAPQ6YTn7dnu+WuzstIybKQwJOs0smHRN6/SumGdQp0rkCDTojmhMTHl31nk0iX2ajyEp0iS6N+jbcn7VCBqtQqNOv89SkCm3oWTGzc+uEUV5NgxjmZksDev/7W1tWi9BoRmZzPHdINWs2Z+MUObNm04FHGIkEQhjXHmpDA4fKtqmTChNX4+dsyZUbEahwXp1KGO+XF61P3tw3u3eHvboVKp8POry+7du/nu6+/oU68PVl5WtHivBa9OfhO9UYUkgV6nZefOneaOEIVoXbQQigIeVTNnzkDfvvDcc2Vu8WdMT+elMQu4klAFvUEy35yUpqtJmY25F154ocQxI0eOLOv0CpWcQYOa89dfz1OrliNGIyxdep6BA5dSt24bVq5cyZdffklzk3L5xYsX+eijj+jRowdz584lOSqZ+U/Pp4FHAwxGAx/t/ojVFyrWbf3QY2kJ338Pn38uuhTExAgv3enTMGmS6Od4h2IkhdsTc+MGRskaCbCyLf0p0dtP3PGnpqrAwoIMg4Hg4hT8y8BVk55jXQ93vKs1Q1LLuHjKBPh6Fhr30djn2LXjNTaveheNRo2NtSXWdkaMkqh0RZZITLXluk6Gu2jPVxpijh0j2kpocTl5SNSq6leu85cFjTrfsyVJkJJhzZFy+kzKzJ49QnbkyBHWJyWBtSlU7uDAJZOO5IyoKFIAd3d3vvzyS3NUS+Nlx6gXt/LCm/M5Gn6M8CtC5LZuA2fefqMz+/e+S7OmAfftrWi1aqoHOqOW1QweXMFdT+4Rb2+RW5aQkIOtrfC8dw3sCsC5pHNkWcpmY0mvU3PlyhVee+01s0JDRkYGmZmZ4OwMdeoUPUBBzdWYGHjzTcjMFN65MkZOtv+6lJPxwpiv1cjIsnXPMOPbtox4L7DEfe9JKjsrK4ulS5dy4cKFYiUqii31fQSYPHkyvXv3fmy9c3lUq+bO6tUv8dlnO/ntt3NcvZrMc8/9wejRLRg5sh0dOnTg0qVLLF26lJ07d5KSksKyZctYtmwZTZo0oXfv3qhd1JyIP8GMvTNIy0ljeCMlwf+2qNWiumrSJKE/988/4j8IWYw1a2DFikqvVF7ZiImIwCAJQV7ruzDmqldzZQcJRF2X8PV/huwrKzlz+DDl0evkakgIFv7d2ZvRBP1BcdEpmC9XkGrVCoc3nT1VpCXpzRW3+lyJBJfm6K5dQ+3lVQ6rE1w+elTk8gE1G9qU27z3QqFqPpPm3ombmQ9qOeLCPnGikHDR6/knNRXc3RkyZAjLly/nppMTSTodZzIzwdub//3vf3h4ePDZZ59x5twZflx9gbjrlnBdy1tvrCLhpvg9P9m+GOPiPrF86VD+/vsSffs2KnnwA8TPT4h+x8Rkmgs4mno1xc7CjtTsVP45+x9QEyTIzVWjN+rJycnh1KlTNG7cmAEDBuDi4sLy5ctRtWkDF4ReHc8/L4pWrl7NP9i2bdxMSeF/N29iI8t8f/UqcoEK5JI48sknrFu8mJTA9hiN1dGojaz5cwJ2Ntakx0bw36WSUwXKbMwFBwfTrVs3rl+/DohE4FsLYx9UO6+K5lEWDb5bNBo1//d/PXjiiWq8//52oqMzmTPnP/799zpz5jxNrVq1mDZtGuPHj2fTpk2sWbOGa9euceLECU6cOIGFhQUqfxXJfsl8rf+a5KxkRrUc9ch+d8qFp54SgqM//yyee3tDXJx4bfVquI/6jkUwGu9rlVd5EBcTgwFfJMDGtvSnxDZNa/MDovIwPM4fX592nLlwgWfLYU1XIyKIUQdhMOb/Llu1Kp3ny8vfivDgDPNzI0Zy1L5EnD6N/63VevfAufOXSEoLQpKgXbuAcpv3Xsg1ivZ3kixhYw+pSZCo8ib+2jVcCshS3TfWrxet+YA9qankGI3YOjnx6quvsmLFCgxOTmzp1ImcjAzQaGjYsCEnIk9g52tH5JUcrh8XoUxJkog6b2N6b9C9Y+P7/15MeHg48Pzzd9cD9kEQECB0B7Oy9CQmZuDiYotaVtPerz1brm4hM1H8bUmyhE6nQqfXo1KrOHPmDDqdjuTkZJKTkzlz5gyNu3YVvbP9/aFnT2HMxcaKVBd7e2KuXGHotWukmVIZQo4epfrtWvwtXIju6FHUXbuKsKxazZilR0jSDMEqSsjWONtnY2cjbt6CgoJo06ZNxYkGT5o0ierVq3Px4kV0Oh3u7u4YDAYMBgOhoaH069ePlQ9bOxWFMtO+fQ02bRphLo44fDiKPn1+ZcMGUeHn4ODA888/z59//smCBQvo2bMnFhYWZGdno7uiI3ldMle+ucLsz2bz+k+vk52b/SDfTuVGkuD112HmTHGX+OuvMGCA2LZoESQmPph1xcdDr17w4YOTpygLycnJ6Ex9T+0dSu/V7NSqISNfN919yxIGjSeXIyPhHqv4s7OzicgLmRewiwf0uHNRRh4WVvmn9RoNxfvJMdgQtncvmG6+7xm9npPJEjq90Bwb8FTp1lbR5Bpk0MiglqhSV4sE5Kh8Obl27f1fjMFQqOrxcEYG2NvTunVr7O3tCQgIAGDtjRtgb4+3tzfXk8N5ZfhqXnpjEdtXh4MRvP0s6Notv8ODrZ0KB4fivbQK+VSpkt9O9Nq1/ErVJ6s+CYAxLb8c1yjJPNW/NwCnT5/mQp4XDiGxRs2a8OefnB87lu3BwRjyblj/+gsOHmTr4cNmQw4g5Fzh1mHm48TH8/b779Pm118Z9OqrXJg1C6NeT1hac1LSLYhOEgaom6vurt9vmY25f//9l6VLl1KzZk1kWS7kSfHz82Px4sXMmTOnrNMrPITkFUfMnNkZW1sNyck5jB+/nXHjVpOeLowzSZJo3Lgx06ZNY8eOHUybNo22bdri5+CHg9GBxKOJLJ2xlOotqvPBRx+we/fuR0qrsFzp1k1Utjo6wksviVZSCQnwwgvld9G+Gw4eFLkjW7fmV309BCSnp6MzaEACe3uLkncowJRJz9C2u50I1eBISGYm+nv83d+8ehWj3kCOTjafoX0DNVT187zzjibaNs8P9Lbt4I0kQVaOJWEHDwo9s/KouA0L44YsLjxWdkb8PB9sJWseDi75SeP1m7iLvLksRw7u2IHBYDA3Vr8vzJ+P8eZNPo2MZISbG9tlGdzdadlSeLVq1RKtDYNN+VV16tRh0R+7iA22IOyoNddNSjetO7nyzReDcXa2QpIknuxSMa27HjXs7a2wtRWe2kuXonnvvTV07vwDn799FbeE+hjSChdwOLqLv6/z589z5swZ8+sHTDmXel9fRn3wAZOnTGFOVpaIRH73HYweTbQp5CrZOIHaiqsFQ7AFuLFlC0fdnyXNexzXvJ9n4eZ/iDlTtOgisLptMXvfmTIbc2q1uog4bMGyagcHhyJaY48Kj6s0SWnp378p69a9QJMm4vuxcWMIvXot5MiRa4XGWVtb07NnT+bNm8fWrVuZM3UOzZo0AwkSEhOYv2w+Y8ePpUuXLowZM4Y//viD69evFwnnKyCSdGfPFsURUVGi+vV+k9eM2mgsnBxcnmRmEj97NrpynD85PR2dXg1IODndvXhW1UAnkCUycmzINRoJ3b//ntZz48QJNDbuGA0SRkni09kdWbf8zVLv/+YLT/H8y9X4bO4T1K7pBRJkZKuZG5vATxERGK9cuaf1AeRevEiCLDwfTu6VJ6w+6/Ou+FVXM2V2C7o/0QAkiYwsNRtOXOaZzp15um1bLpdTxfGdMG7ZQsJPP/FPaiprJInTsbHoPD1BozEXhtW5Jam+Tp06HN+fb2hnpYvfa+tm1bGxsWD96pcY/25bpk1+psLX/6jg4SE8mDNm7Gf9+mDCw9O5ejWFlG0N0N9izGlshcRLTk4OJ06cML9+8eJF4uPjCQ4OJsWkILAyLo6NeTUBRiMxaWmihZz9SFLd3uJiXCKYqpaNR4+Su2YNGAxs+GsjEUnepGVqiExy53hmTfbt2F1k3R2eam5+XNoOEGU25hwdHQu5In18fFhv0ssB2LRpU1mnrvQ8ztIkpcXPz5lly15g9OjmaDQyEREZDB++ms8+24FeX1QiwdnZmcGDB7Nn7R5+WvET3r28UVVREZYaRlpmGvv27ePzzz9nwIAB9O7dm+nTp7N9+3ZiYmIewLurpLRtC198IR4fPQoFtMruCwUruArc2ZYnBz75hKBp0/h86NBymzMlI4McU+l/wabdpaVxfZFakJ6pAVnN1Xv8vYedO4ds44GEiKgP7tcWN7fS5+iqVDKzPhzC4H4daFK3OkZJwmgEtY07P8XFEZwne3IPXP/3X3JwBMCzSuWRqOj1RCv2b/8fI58L4smWTdDaSkiA2q4GN48cIe7cOd4ZPJjocq7svZX1CxbQ/coVJiUng2dhj6qfn8h9fPrpp3F2dja/buvhwM1LKm6laztRaODv78Lo0U/i7Hz339HHlTxjLjfXgFot07+/qBSNuWkg8rT4PeZFFVPTc82h7zw0GuHZW7hwYSFvHRqNKGYxEZ2bi8qrO1nZKjKy1Fyz9IYffyTj3Xd5/amn6DJ8OCE//MC+a6Yok+n+JzHbgWOHC/crl4DePZ40Pw8KCmLGjBklvtcyG3PdunWja9eu/GxKwh44cCCDBw+md+/e9O7dm2effZaePXuWdXqFRwCVSmbUqE788cdAAgLs0OuNLFhwimefXUxw8O2NsKGthrJo0iKqD61OldFVsAiy4ImgJ/A0nRSjoqJYu3YtkydPpmfPnvTp04ePPvrIXFzxWHvumjcHUxiHb74xJ1/fF64V8LyWozFnNBqZNm0aEyZMYJOph+WWq1fR36Yf8N2SlJklQpoSuLs43PX+7ZvWNz/WOFQxy4qUlRtXryJZuIEEdk6Sud9kWahZxReVRsiUSI7CiAgrB8/U1X37yMy1BQmqVXcpeYcHgFqtwqeaGkkCnVZIO1jJMvFXrrC0QF/viuDvvG4gNjZmgwBEG8x3f57B0++9x8dr5zFlxhQ0Gg12dnbsO38dfW7heZxcZVxdlGK7slK7tpB4cXOzZPHifsyc2YfWrT2RkLBQWaBVaZFMllVCQibDhg0rtP/bb4uWfn/++WfhAgR7e05nZjInKoqPIiKI1ENchp9Z4zFB68WZH39k9NKlHM/IIMNg4Ofp0wnVi3SEvN66KZlWXAgRHr48/7bGEmys7j5CUOazxNixY6lVqxaOjo4AvPPOO+zfv5/169cjSRI9evRg9uzZZZ2+UqNIk9wdDRr4sm7dy0yfvo1Vqy5x4UIizzyzlIkT2/L88y2K9PQF6FClAz/0+oExW8eQUjWF4xbHmTtqLs45zvz333/8999/nDx5ktTUVCIiIoiIiGDz5s2A8BrXrVuX2rVrU6dOHerUqYOHh8fjUyE7apTIobtwAebPF88rmowMYkJDeTU0lPpWVnx69my5VbZGRESwfvFiUVhgKgxINxi4uHYt9e5Ry9JgMJBu1IilAl7uziXucys+ni5Y20pkJEnIVj5cuXbpnt77jbAwDCqRT+Xgem/NzNVqFQ6uMgmRBrAQF7aIe8npO3ECgoM5fD2UNEkLkkS9Oj73tMaKpHV7L66dCSM+zZ1m9Z5HZ9QQenEZ+9euZdwnn1TIMY06HRdMEYMa1asz5pNPcHJy4o8//qDxk615d+Rh9DpHTq82Ynz7BKtWrSIk/jpvv7kTUGFnpyY1VdyE+QZWHq/nw8jo0Z2oW9eT9u2rmT2aY8d25PnnV6LXg4QkrgtGSE7Mom/fvixfvpzg4GBat27N888/z+HDhzlw4IA5xDpo0CBWrFhBcmAgK5KTISYGC5+OZGWozBaVXuPOyzf3CH1QOzuIiWFHSgrZDuJvsF5rLef2Z5OTK3MjWxh4Ph5Z1OrozbO9mxZ6D9u2bWPDhg0lvlfJWM5ujKSkJLRaLdbWj161TWma3SrcmZ07L/DBBztJSBD5BB06+PDZZ71vG94KSQxh1OZRxKTHoFVpmfbkNLPwo8FgIDg4mJMnT3LixAlOnjx527Crk5MTderUoVatWlSrVo3AwEACAgLQPqqabD/9JP5Lkiipr1vBAp/nz7OgZ0/mm1ri/BIQQL0OHYQm3j1KQhzcto13ni0q+DHqqad4adWqe5o7OTmZ7nVbEyENQVZL/P3vCKpXuXvjpG33mYRf0uFjewXH8HVs3L0bVZMmJe9YDE9XqUKMXW+iUzxo9IQ1638bX6Z58uj09CxCzuuo5hFN6vllDKxVjYmHD9/9RCkp0KMHxuxsekZnc5aBoJbY/s9w6gRWKXn/B0BkbDzt2v+APkd4J2W9ES/bEHIj17H+7Fm8vb3L/ZjRx47Rq2NHAFb9+y8BzfPzn97+9Bs2LMzv3FKrhcSOFf/Hc+M/4dAaCVmWWPBjP155fS0Gg5GBL/rz+RRFe7O8+fTTrfzyiyg8UGn1pGfk4ts+juZDDHzc5mNW/rmSbt26UbVqVaKionj66afN+y5atIjx48eTmJgI6ekQFoam6gDCk6ohaWQMOgOOzhlYanYSWK06ESm1iAs24py5gXCewShJTJ3bgk/fO0SuLv+Gr2m9DNZtKz7XuTS2R5lv+6ZNm8a0adM4evRoodcdHR0fSUNOoXzo2rUOmza9TMeO4oK5d+9NevVazM6dF4odH+gUyJJ+Swh0CiRHn8P/dv6PX07+gtFoRJZlatSowXPPPceMGTPYtGkT69evZ/r06QwdOpSmTZuav4uJiYkcOHCAxYsX88EHH/D888/Tvn17BgwYwMSJE/nxxx/ZsmULZ86cISkp6eEP1b7yijDgjEaYO1f8rEhCQvg7JUUIG1tYsCIxUeTtlUNLv7DbhGyPFMj92r9/PxcvXix23J1ITk5Gpc4XvPX1dLvD6Nvj6WOJUZbIkZ2J1en4pRQJy8WRk5NDdHIy2XobkMDT+97Ppa6eokI3+KY7Sc7vEBJfxjZwx4+zJCKCt2/cIMVSpDxoLSVqBTz4zg+3w8vNhZqNLciT6zPKEhHJVdHaVefg9u0VcsyL+/YBYK1W41/AoDcajRzbJ2SD8qIEUdf1GIwGLuwVY7r09KBrl3o0be6KpVbDi/2fRKH8mTixK507+9G8uTs1GoiQpi7Biv8unyBOH8fwEcOZfOT/GLtlHB4eHjzzTH7RSc1aNalZy9RyzUL8bRkQf6cqNUgqicwMKyb+3/vEGxoQdklDeo6GaG1fjLKErJV4tns7nB0Lp8B4V7k34e0yh1mnTp1Kp06d6NGjxz0t4GFECbPeGy4utvz00yCWLz/CZ58dJCEhm7fe2sQzz1xmypQeWFsXlodwt3FnYZ+FTNo5icM3DzPv8DzCU8KZ1H4Sajn/KyxJEt7e3nh7e5u/lwaDgRs3bnDhwgUuXLjAlStXCA4OJj4+HoPBwPXr17l+/Tr/5HVSMGFjY4Ofnx++vr5Ffrq6uhYbGq5UyDKMHw8jR8LJk7BjB3TvXmGHCzt6lCvZ2WBrCz4+bE1I4EpICJO3bqXBlCnCyCvr3LdUX1pIEtlGIydiYjg1fz45zZrx7rvvotVq2b179115W1NSUkBtC3rQWoClRdk8tX4BdhyV0tHJ9miAH/fupfvRo/gW8MqUhvBr1zDm5pKVawES+Ps7lWk9BfH2sQXSQYLsXJkISxeRS3mXn8nNXbv41uR51bp7Qza4esuV/m/h1ZFtGHd0N65eMpIMcSEG9HbN2L9hA/1feqncj3fBdJNRy90dWZVf0HA85CxRV8Tzp5/1ZcNfN0iOk9l99hCp8cK4CwoS4fWVS18lPT0be/u7z51SKBmNRs38+YMAeHPMr5wkhajzNliEdudsp0tciQjl5KzaWDrouNoimHHjxqFWqzkRF06XEf9H5k0tuUYtFmpAltEZrUCCgDoags/mkqtXMX32eZJi8oWJc41qJBW0fNIWJ3s73H1lovPl76jfofiOEaUNs5b5DOvs7MyOHTtQqYpW3zzqKB0g7h1Zlhk6tBVt2gQyfvwGzp1LYM2aKxw+HMGsWUG0alW4F52dhR3fPPUNM/fOZN2lday5uIbItEhmdZ2Frfb21V2yLFOlShWqVKlS6MYjOTmZ4OBggoODCQkJITg4mPDwcHOYNj09nYsXLxbr7dFqtfj6+uLr64uXlxceHh54enqa/1caY69RI6FFt2OHkCpp3BjcK0YP7O9Dot2Mt4sLei8voo1GrsTGMickhF+OHUNq1arMc4fdkuM1oEsXdpw+TUxMDK9PnIirae6cnBwuXbpEgwYNSj13clwcktoGKRss7+G6WSPQA4giNVtDbStrYjIz2PfHHwy+S2PuxK5dIKvJzFKDVqJG1dJpy92Jvt1bsmHZRvQG4Z1NUjlgjI5G8rm7cPKxf/8VD9zcSJG9QZYIrF052njdif7d29NwZyCebo5MnvM7G69Hk5rjwsEjm7hy5QpXr14lKCjonv9mdTodH3/8MVtMRTq1b0kvWLXhEAYDaC0kPp70LBvXfI3RAEuW7TU7zts3Exd0lUpWDLn7hL+HB5bqGHL0OWSnGzh67BqqTFvSk2TSk7Ss372f8QNeZNSYd2jc7AuyM0SOnYdPa+oExnH++nVy9MIBUbehE9cuxGDQQ1KM0Dx85nkfrl1P5MT+DKrUUvPbt28BUKeNP2fORgBgYS3xdNfiu7OUtgNEmY252rVrk56efkej5oMPPmD69OllPYTCY0BgoBurVr3EvHm7+emnk9y8mc6LL67hhRfqMWFCV7Ta/K+oWlbzQccP8LX35bsj3/Ff+H+MXD+Sr3t8jaft3V30HBwcaNq0KU2bFk42zc7O5ubNm4SHhxMeHs6NGzfMPyMiIjAYDOTk5BASEkJInq7aLciyjLu7Ox4eHjg7O+Pk5ISrq6vZ6PPw8MDDwwOrMlQs3TUTJ8KxY0IodvJk+P77CundesT0u+jUpAkvzZvHnj17mP7qq5zPyODgggW0bdmyzAUBYTdvAtDP0xNtzZq8On8+g1NSeLdTJ0JSUog6exZUotn9qVOn7s6Yi40FlQiRWNmUvVijab1qwCl0ORJ1a9Yn5tRhjh85wt02Vtuybh1qazdkwADUqxlQ5jXl0aVdI44frk63Pl8Sfc2ITu1A/MWLuJbWmEtNha1bOXpZtC7Dxp7UNGskWaJdm5IbgFcGalQVuXGdO9Rl45Jo0jK02ObKDBkyBBC53nmPy8rBPXvYMn8+ZIhWavUbNgQgLiOOlOwUzp8Rbhi/6hpcXe1w81IRc1PPyT0ZgBprWwlvz7svwFG4N+rV8wTOIEsyBqOBq5cSsVbnmLcf2BfG+AFw9OIFYcgBSKCXnfBpW4UzZ2LJStViBLx97PHwiyfyuh4XDxWzZgUR9ERTsrJz+GPDHgb26mD2/o8e0YuzJ3/D3cuKyWN6U8Xr3m7cymzMzZ49mzfeeIMvv/wSDw+PYscsWrTokTTmlDBr+aJSyYwZ05nOnWsyYcJmrl1L4ZdfzrJv3w3mzOlJ/fr5Fx1Jkni5ycv42PswdfdUghOCeXHti3wV9BV13O69+bSFhQWBgYEEBha9SOl0OqKiogoZeVFRUURHRxMVFUV8fDxGoxGDwUBUVBRRUVF3PJa9vb3ZuCto5Hl5eeHp6Ymbm9u9e76dnGDqVHj3XRFu/eADmD69sEGXlgaHDkG7dqL66i7R6/WcNXk0GzdpgrOzM/369eOfH37gwL59fPXXXzTQ6bD78ce7NiRzcnKINEmQPN27N42/+goAWy8vPvzwQ16eMEEk5ps4ffQo3CIvcCeSY2MxylZIgKV12Y25JnWrIUkiNdGmSm04dZjjV65gNBpLXUUdERHByZMn0VpXRdJLyDLULqd8NCcnG5zcNURfy8Yg2RFx+jSuXbqUbucPP8S4dy9H09JRVR1GvN4bIyJk2T+ocrTxKi29nmjFBKvdGNOMaOxrkp0VAWo1y5cvZ/DgwfdU8X5o7VqzIfeaqytdhw5FZ9Ax8I25JN1Uk5WiAlTUqusIQJXq1sTcTCUp0qRx6Pn4RbkqA08/3QB3dzumfbaJsyeTiQrNwVqb76W9fkZHrj6XY2cKd3WIC5dY+lkqhtw25tf8vF346dtWbNt1mrdfCsLGRpxPLS20vDSga6H9q3h5sm3lhBLXV+Fh1g8//JCwsDD8/f2pXr06bm5uRdzUCeXRNqYSooRZK4aGDX1Zv/5lZs3awfLlFwgOTmbQoBW88UZT3nqrIypV/vere7XueNh4MG77OOIz4nl1w6t82vlTngh4osLWp1arzeHV1q1bF9mem5tLbGys2ZCLiYkhISGBpKQkYmNjzUZfTo6460tJSSElJYXLeR6PW8jz8Hl6epoNPCcnJ3Q6Hf7+/gQGBvLvv/+ydu1aLC0tqV+/Pk888QTVq1fHvWA4tW1bmDABPvsM/vkHXnsNvvpKtAELCRG5dTduQOvWMG/eXXvQrpw9S4bpPTUu0Mj9zc8+4/BTTxGSnMzoDRv4bsgQrO8yb+/mzZsYcoX4ln/NmoW2NXjjDVrPnct/kZHm104eOHBXBlRKQgIGRIjE0rbsF1MrSwvsnSWS441kOAkvUFJKCteuXiWwRo0S9hbs2LIF0tKwdXTFmAm2jhJqdfld4J1ctUhko8OG8AULaNimjfjMb4fBAGfPsnnTJj6KiEBt50NEkg9oZCQJXLzkMkm5PEi0Gg3egSrCzxjQWwTANdGtIyI7mwsXLlD3Hqq+D5lSDUa5ufHS1q1Quzar9u7g6r7CRSxtW1YHoF2rQI78e8r8upevElZ9EMiyTOvWgTRs6MHZk8kkRahIt8gFhD5gfKiGfy8f4PJlkS9qYyuTnpYvfC9JkjjnqCQC/TxpVLcqjereWwV/QSo8zLpnzx78/Pzw9vYmIyOD0NDQImP099hwWuHxw8JCw5QpPenevRb/+982IiMzmDfvKLt3X2POnKcJDMyvNmzk2YglfZfw7tZ3CUsO470d7/F2i7d5sdGLD0RTTqPRmAswbofRaCQpKcls2EVHR5sf5/2Pi4vDYDAU8vCdPHmyxONfunSJv/76C4AmTZrQtWtXqlevTvXq1XEYOFDotH35JZw9C++/D1OmwBtvYIiPJzw3F9+DB5G3bYO7LGo6tVeU4vlptTjXrm1+vU6jRsxatoyJgwZxJi2NMf/3f3zdocNdhZdv3LgBubnYyDJO1aoV3ijLzFiyhD/HjKFuWhqjb9wgITqamzdv4utbuv6VyfHxGFEjARqre8uZcnZXkRyv46bOAk+NhqjcXI5t2VJqY+7cP/+AwYCjhTOGbAl7p/LNu/TwtMEop5Gtt2ReRDjVP/mEmrfr1BMcDK+9RmJ8PLOjosDKCl1AM4w3zbqo1G74cHYiqN3AkRvn4jDq3XnX3Z3tKSlcSEzk999/p3379pw9e5bRo0djeRde6piYGK7duAFAq6eeAtPfwaq/ThQZ27OTyKN85fmu/PDNGbKzhGFQrfq9F7solJ3mjaqyjMukxqjRWuZX/xsM8NWiDRhjxY2Lf00tN4KzSUsWYyS1yKGTJInaVf0fyNrhHow5Nzc3rhVUfC8GLy+vsk6v8JjTpk01Nm8eyZQpm1m/PpgzZ+Lp1+93xo1rzfDhrcxeYD8HP5b0W8KE7RM4FnmMbw9/y9WEq3zY8UMs1HfXNP1+IEkSTk5OODk5UbuA4VMQnU5HTExMIQMvKiqKyMhIkpOTkSSJ4OBgsrKykGWZQYMG4ebmxt69ezl79iy5ubmcOHGiUH9BNzc3atSogX+zZrhs2YLLjh24HDjA9ZQU1qSnc12noxrQ5Y03yKpRg9wmTXjmjTeKDTd//fXXrFmzhrp16/LWW29x0qRZ1tjWVoR1C9CpUyc+GTmSD77+muOXL5tTMwq2MboTJ48dA52OalZWSJ5Fc0rs27fnlaNHMX79NS4ffUR8RgabN2/mtddeK9X8yUlJGBFJ/FrLe/OCuXlZcu1CGpGxOjq6ubEpIoKDf//Nc6NHl2r/kLNC9yrL0hlSwNG17BXAxeHt5QiqGDJ1FsTqdMw6dIhFGRlwq5SUTkfa++/z9cWLrDGJNOPujoWtP5JKiKzWamjJB2P7lev67hfdO9dj2597iE/T0t7LDwdVBNOio9m+bRvbTXIl/v7+DB5c+ozH//77D7KzcVCpqGUqyMnKzeLcf1ncqgCW19HB3t6KZm0dOfCPiGDVr1O6GxCFiqFJwypIkoQuB3Q54o7Fz9eeG+EpXNzkgKVdLqDCx8+GrCwdacn50iKSJKHRgqvT3XeQKS9KfbYYMWKE+fHMmTP57LPPStxnyZIlZVpUZUfJmbs/2NhY8Pnnz9C9+zk++ugfEhKymTFjP//8E8zs2U/j5eUIgL2FPd/1+o45++fw14W/2Hp1K2HJYXzR/QvcbMqmG/YgUavVJXr4DAYDSUlJ5lZAAMOHD8dgMHDq1CnWrFnDhQsXCA0NxWAwEBsbS2xsLAfyJigQmsTfHywsCA4LIzg2FmJj4cAB/tq0iedeeYVWrVrRuHFjrK2tuXr1Kr///jtGo5HDhw9z8eJFdKY+l418fIoN0QaNGoVu5Uo+jojg3LFjjBo1ioULF5bKQ3fQVEHZ2sYGbpObCyA1bsxzTk7Mj4tj2dKlPP/889jaluw5Sk5MxIADSGBhcW/GnH8Vew6TRmKMgScaNWJTRAT/nTxJRkZGidqbubm5hJnyDtOM4vfi6lG+6v+B/u5I0mVydCqQNZzNzCT96FFsTAK3eeTMncu4Xbs4npEBXl6g1TJx6lRmzbuMJEOP51z4cdYb5bq2+0nfLm1533oPuekSfzTuzP9ObOJ8VharMjLARhj2u3fvvitjbuOGDZCdTVs7O2RTOsDHS34mOUYYcipZhd6gp3Z9u0L7vftqN/7btRKAzq0al8O7UygrVau6YmWpJiMzv6fawp+e47khv5GcnENOljg/1KjhTsSNDKCwTpy1XcVEg0qbM1dqP/7KlSvNEg8ajYYXXnihxH3K29iJi4tj8ODBVC2lovyRI0cICgqiXbt2NGnShKCgIOLi8oVdpk6dSuPGjenUqZP5//jxJautz5gxQzHk7iPdu9dj06aX6dxZJIP/918UvXv/ytq1J81j1LKa9zu8z6R2k5AlmfOx5xm+djjnY++tT2ZlRZZlnJ2dzYZcwdebNGnCtGnTWLlyJfv27WPp0qV8/PHHDBs2jC5dutC4a1f82rTB2t8fn2bNGPjyy8z74Qd6jRpFyy5daO/jg59WS050NEuXLmX06NF06tSJl19+mcGDB5sFlZ2dnUlJSSEjLQ0vjYYut6si9famV5MmfO3nhyY2lsuXLjFlypQS0zDi4uK4YsonbGtnB253MMwbNmSQkxM2kkRafDyff/55qdI8UlJTMRhFmNXiHj1ztWuISERyLPg0boRWksjJyODgwYMl7nvjxg1zbmBKtigS8fKyu9Mud7++aibPjyRh4eyNATi5ZQvk5sLq1dwYOJC4vn2Z/tVXHM/IQHJzo9fQobwyejQ+jQOIN9n/rZqXXz7Qg0CjVhNYV4tBlvhhp5qB6s4M9qzCe02bmuWLjh8/TnJycqnmCwkJ4fihQ2A08oyTE1SvzqZju/hrXhIAAdWtWLliMJ2e9OH7LwsbiG1a1eCHb/vw8/x++Hg/XPmHjxqyLNO0UX40UZZkatf2YsJ7hYt8mtQL4N23nkSWZdQFCtQsKqhXQlBQEDNmzChxXKk9c7a2tkyZMuWeFnUvnD17llGjRlGvXr1SqfNfuHCBgQMHsnnzZurUqYPBYGDgwIFkmKqN8vjqq6/o1KlTBa1aobxwcbFl/vxBrFp1jBkz9pGSksPEiTvZseMK06f3xMlJ3FE/V+85AhwDmLRzErHpsbyy/hU+euIjelR//MStQWji1apVi1q1apU4tk0bU1XWyZNkjhjB8oQEDtaqxZngYHQ6HWcKdGL44osvsLa2ZtSoUVhLEl/7+WFX5Q4tnUaNos348byv0zEtOpp//vmH9957j08//fS2Xqv//vsPdDrsVSrq+vkJ+ZHb4eSEXdWqvJyYyLcZGWzcuJHc3Fw+/fTTYodnZGSQlZVFyM2bGGSRw2RpeW9hzYFPdeSzj4+Tk21kQbietra27M7I4J+//6ZLCZWjISEhoNPhIKsISxf32AH+rve0nlupE1jFXHHr7V2Na3GhHNuzh8BXXuGzrVvZm5ZmlkTB3p4Js2YxcPBgXn7/S2b0MHVLkODpJ1uW67oeBC1ae3HhmMjzPhppy0KPenxy4yK5Y8awd/160rVa9u3bR69eve44T0REBF999RVkZRFoYUETDw9wc2PhB0fISpOwspZZ9MMwqlfz4NeFxRvBTz1Vv7zfnkIZmT79KYJ6LEFn0OHnKzz7w4a0Ydas/aSliyKvVo1q4eRoy5YNnqAyENRjCQDZmQ+2a1CpPXNlSShfuXLlXe9zO1xdXdm2bRstWrQo1fipU6cyZMgQ6tQRchWyLLNq1Sr8/e89QXHy5Mls27btnudRuHsGDGjGxo0v0qKFCLnt2BFKr16L+fvv/HZgLXxa8Oszv1LVqSo5+hw++OcDvjv8HQaj4XbTKhSkYUOs3N0Z4erKz716sXv3br7//nteeeUVOnXqxEsvvUTHjh1p0aIFa9euZd0TTxBoYSFCcrejY0d48036ODrytoPIK9m7dy8vvPACf//9N+np6YWGZ2ZmsmLFCsjNpZWNDXIx+XJFaNyYF11ceM1UcLBt2zaOHTtWZNi///7Lk08+Sffu3cnKzgajjCxJWFrdmzHn6GBD03YiH+rvkxIdbW1Br+fv7du5XkJz+5DgYNDp8LdzJscUvakVWL4N7LUaDdb24jxu4ykM719PnuSltWvZm5YGjo4Y3N3B3Z0+r73Gc4MGERodwd51+Z+NT4Aad5eHP1H/+X4dkU33BnpZ4mSOC2RkoHnzTdrHxkJqKrt27eKPP/5g2rRp5gr0gqSkpPDSSy9x4MAByM5msJMTUo0aIElEhwkva6snHahe7fbpAQqVi8BANxYv6kf9Om68+47wyMmyzKIF/bG20lK7thNOjsLIq1PHmzo18/McszOKnfKe2bZtG5NL0R6wQmXq33333XKby9PTEwuL0iW0G41Gtm7dip2dHQMHDqRt27b07du32IrAhQsX0qlTJ9q3b8+oUaMKhWFvhxJmfbB4ezvy229D+d//2mJpqSIuLos339zEpEnrSE/PBsDX3pclfZfQ3r89AItPLmb8tvGk5aQ9yKU/HMgydO4sHm/bhqWFBS1btuSNN97g888/Z1TdukgTJsDq1Xi5uGBvavF0R2MOzO3EXray4uO330ar1RIaGsqkSZPo3Lkzr732GnPnzuWbb75hxIgRXLhwAVmn4zknJ3O+XEJmAh+um8mR8KNF52/UCEmSeNVopIWp88LXX39dyFA0GAx88803+SFYgwGtUVzVra3uXUz5rZGil2ZcjApHt2oEaLXo0tOZMWPGHSMK1y5eBKMRRztvQBhcDWuWvyBvXoXsqQgXZGsRto7X63GsWZO5y5cz5ZtveOvDD5k0eTILt6xl2FvzyckS+47/XzNW/vZqua/pQVC3WhVmf9mRdl0dAbiYYk2mUfxunrSzg/R0Dhw4wOeff8769etZu3Yt8+bNY9++fSQkJLB582a2b99OQkICVlZWTK5Zk2ccHaG+8LIlxoobx6qBD7/h+7jRvn0NNmx4hf798wXlW7eqxv49b7FhTdHCKk8fYZc8/ewdIhP3QLmHWePj4+nSpctdNSB/UDpzcXFxpKSk8Pnnn7Nnzx7q1avHwoULadeuHRcvXsTPT+ReBQQE4OLiwpIlSzAajbz99tt07NhRCHdWgEq+QvkhyzIjRrTliSeqM378Rs6fF+3A/vvvJp9+2o327Wtgo7VhbtBcvj38Lb+e+pW9YXsZvmY4n3f/nECnh0O5/oHx1FPw559w7pzoIFGwLdW8eUKXbvdu8d+UuE/16nee08cHXFwgPp5eLi7U/OUXfvjhBw4dOkR2djbHjx/nuKmvZR4fNmtG0/BwszH3xZKV/DZHz4FWm/h7+S2tsho3BkBKSOCd999n+NGjnD9/nl69ejFgwADatWtnLgrJo6GHB+eTZYyAVTkYc53a1MfeeR0pCUaO2gfwvmcYr5ve23///Zcfyi6AwWDgoqmSNdfaD2OuSKauiMq4Ic/X58tZp4iP1eBeZRBOuVup3749YydNKhS1mPPrMuZ9HAJG8Ttp09Wed197qtzX8yAZ9HRH2javTbudP5FtlNjZtCO9T+ymra0t2oSEQt64b7/9loyMDH755Rf8/f0JCwszb+vSqRPP/v23KP5p3JjopDjSk4RBXq+WUqH6qODiUnxB1bo/X2X7rjMMfKbsLQvLg1Ibc7m5uezateuuJn8QWl8gWjIB9O7dm3r1RK+7kSNHMnXqVBYvXsxHH30EwEu3NFmePXs2Tk5ObNiwgf79+992/smTJ5uNvaCgIMVL9wCpVs2dv/56iW+/Fe3AIiMzeOWV9QwYUJP/+78grKy0jG41mloutZi2ZxphyWG8uPZFpjwxha6BXUs+wONKgwbQsiUcPgw//QTNmomLVW6uMOTyOGCqj7W2LtmYM13s+PtvOHmSGn36MHfuXLKzszl27BgnTpwgODgYg8FAlSpV6Nq1Kw1mzRL7moy5c0eTALhxViYzJxMrbYGKWH9/IYSclETdzEzGjx/P/PnzSUtLY8mSJYWq67t27cqsWbMwTp9OsyU6kMDGunxu4Ny91aQk5HLR6MA4GxvaODhwUKdj5cqVhYw5nU6HWq1mx44dQk8PuCmJG83q9cq3kjWPMa/0Jjk1g4XzrpCYZsf+M0ew0BR+3+nZGfw+PxiM4vxtaS0zeezTFbKeB42fpzsuXhLxkUbWuVSh96JFWI8YQUuVin16vTlPs2CudUFDDqB7rVqwZYt40qgRh06fNvdabdmwePkhhUcHLy9HXny+Q7nPu23bNnM6V3Fh/lsptTHn4eFBZEE5g1LwoHTmnJyckCSpiLSDr69vseLGeTg6OuLg4HDbnpt5KB0gKhcqlcy773amW7faTJiwiStXkvnzz0scOBDOzJlBtGoVSFD1IAKdAnlvx3vcTLnJ/3b+j+GNhvN2i7dRyfdWxfjI8tprwpg7fhz27YMOHcDUJ7UIDRqI8GxJNGpkNubysLCwoG3btrQt0D3CjEn2BFPOXEyEyEXKSpfYe+YE3ZsV2EeSoGFD2LMHDh5kyCef0Lt3b1avXs3q1auJiIhArVZTs2ZN3npLNLuWMjLMTbJtrMtHl9Cnig1XzyZxLVMYZAMdHTkYF8fevXvZt28fDRo04JNPPmHPnj20bt2aixcvgk5HNwdH1ieLCtb2HSomZAPQt0dzFs67Qm4O7Dlxkm4tCxc0jJ/5M4lRokn4/IVP0alVg3LxWlZWqtWxJj4ynfMnUuCTOqDV0snOjn2ZmVAKeZsWOlOSY9Wq4ODAuYvCMNdaSvh7l28Ri8LjQ0FHUUpKSokdICq0AGLQoEF3vU95YGNjQ926dYv0xoyNjTWHWIEiMiTp6emkpKQUGqPw8FC3rjdr177Mq682Qq2WCQ9P58UX1/Dxx5vJzMyhhksNfnvmN9r6CQPg11O/8s6Wd0jKSnqwC6+sNG4sChcAPv8ccnIgzythYwMFK2QbNSr9nCDmMfVcvS3Z2ZAnWuvpKbpnxOSnefx74ELRfbqavK07d0JCAra2tgwfPpy1a9dy8OBB9u3bx5IlS8whRX16Bjl6CSNgZ1M+7ZRq1HABIDJJjRFol5SEt4cHRqORMWPG0KVLF3bv3o3BYODAgQMkJCRgKUk09G5EVq4MEgzr26lc1lIcDWtVxdJKnM/3H74EQGxaHO9/N5+hE2ezdWkqAM072vFUp2aPtCEH0L2L8J6FXzVy6NIlaNCAIHt7Ovv48Norr+Bgnyfya88HH3zA6NGjWbVqFc2aNeODd95B888/YiLT30BwiMi7dnaXi7S4VFCoKCr0m/aVqSn2/WDevHkMGTLE/Hzs2LGsW7eOmyZPwvbt24mMjOTFF180j1m9ejVbt241P585cyY+Pj4llqMrVF40GjUTJnTjjz8GEhhoj8FgZOnS8/TuvZhjx65jb2HPVz2+YmSTkQAcvnmYF9a8wMW4iw945ZWU8eNBqxUeud9+gzzPtr8/tCugv9S4MTn6HD759xPWX1p/+/lq1cr3dpg6R9yWPK8ccFgXyu/HlpOWlH9TeeFsMcVKXbuCs7MIB69dW2iTSqUqcnHNTEvDYLIPy8uYa95QtB1LSZeJ01oh63T839NPU6dOHfPxZVnmlVdeoV+/fowYMYJf+/XjtMoPowRe/ip8K9CjI8sy7v7CG33hfCwLNqyj05Pfs/SLOPauysWgBzdvFQu/eqXC1lCZGPFcd2zsRUumCVNXssLKAUtZ5jN/f147fZrWpkrjzp07069fP4YPH05AQAA/fvUV/VatgvNCy9LYqRNTl3/D8UPie+nioXmQb0vhMaPUYdbs7Gz27t2L0WikZcuWd9W3rjzIzMzkqaeeMrc26tSpEwMGDGDUqFGAyGO4eDH/gjxy5EgSExPp3r07zs7OqNVqdu7cWUhwePr06cyaNYtZs2aRlZWFu7s7O3fuLCLEeitKB4jKT8OGvqxfP4I5c3by++/nCAtLZdiwvxg2rB4TJnTlzRZvUsetDh/t+ojI1EhGrBvB/9r/jz61+jzopVcufHzgxRfh559h0SJoaqrw8vcXYddFi8DCAurXZ/upPSwfb2RL1QM8/efTyFIx94oqlSim2L1bGHNP3SGp3mTM5cgyb47bT3yoJRSovwoPLiaPRKuFZ56BhQuFMVegc01xpJiqn5HAzq58jLl2TesBQpftSJV69LxylFYJCbT67TcyMjI4e/Ysjo6O1DR1CgBg3Dii9NYYAa8qFe8Jq1LNmrBLKZw8kMbxPafJzpCRZHBxU2Ntp+LHbwfh6GBT4euoDKjVKlp0dGD3xiSuH9cw8ZgaO3dPep49C0Yj45ycqN2iBc+MGVN4x1OnRCcVlQo++YRdNhoWf5CC0VQ04uP3ePz+FCqW0naAKLUxZ2dnx/Dhw5Ekib///rvUXRjKCysrK3bv3n3b7XPmzCny2nvvvcd77713232GDh3K0KFD73otSs7cw4FWq+b//q8HTz1Vl0mTthAamsovv5xlz54wZs/uQafGnfj1mV95b/t7XE+6zrR/p3Ey6iST2k2qlH1dHxgvvggbN4oLV143gypVRJ7czJnCE2ZtzaEDN0hLkElPtCUiKQpfp9u0I2vVShhzJtX84lqAAWZj7pqLD7GXit48xoXDpegr1PK4pZF9167CmIuIgLg4cL29lyvDZMwZAQeb8rn4OtjbYO8skZJg5IidBz0B9u8HoxFra2tatixGdDcujiSdF0jg4Fjxxlz9ep7s3ZxCZoowuG3tZX5ZPJAWTUooYnlEGfVKV/ZuXYVeB0ZJYp/kS0+jSNNxUat5oX59UexTo4bIjYP8vM+6daF7d/b98BsFxR4a1nlwTdcVHh2CgoJo06ZN+eXMXb9+nWvXrhESEnLfDTkFhXuhaVN/Nm4cwdChdZFliWvXUhgyZCWffbYDHxtffn3mV7oFdgNg/aX1vLTuJcKSw0qY9THC0lKEWwuSJ2PRrZuodAViooWGn9EIR89duv18pkbkxMTkh22Lw2TMhdu7FHrZyU2FSiWhy5H4YM6yonJJgYHCWwjmEFixGAxkJOS3bHK0LznZvbS4eYv75PPZJiM0JgaCg4sfrNNBaCjJuRqMgLNLBfUFKkDX9o3Nj+0dVfz4U7/H1pADUXW6+q/nqVpLfG8uGG/Rh/vtN5g8GUaNgsWL4YknYMECsc2UBxocLKS4ZElm6NA6vPp8t/u1fAWFis2Ze1RROkA8fFhYaJgypSe//PIMfn626PVGFiw4Rb9+iwm5lMiMLjOY2G4ialnNlfgrDFs9jL9D/n7Qy648PPEEFNRIK6aTSnxslvnxuUs3imw34+dnlhrhyJHbjzMZc5EWhb3gVtYy3Z4S3RFObJbZdvpfVp75i8M3TTl4KhWYOr9w7tzt54+KIsOkHWyUJJzsy68XqpevCNlGxhsgr6q+GNFy8+vp6aTkqDDIEm6u5WdU3o4WDWryxuh6jHijNof3jaNDy7oVfszKTpMGgTzRXXxWIamWFKuoGh0N338PBTuWmIy5yBtCvqRRW0tmftL/kS8cUbg/VIoOEI8qSgeIh5dWrQLZuHEEgwbVRpYlrlxJZtCgFXz99S761x7Agj4L8LT1JCM3g0k7JzFn/xxy9CVr/DzySBJMmABWVkLLrRjvfHJCrvnx9WuJd54rr6q1QL/XIpikkCLV+blskiQx4Nn6zJwyAGsbFTlZEh99sI0Php3jzRc3kpVrMijrmoyTO3nmrl8n05RpYpTA7jY9YstClQBHABJjjPmVvrcz5vbsQW+ElFxRlODtcX+6Bkwe8wxTJw7AupwkWR4F2jQXeYzJGTIR0m2MsVs9wabPNy5SSJT4BygpOArlR2k7QCjGnMJjh5WVlk8+eZoFC/rg5WVNbq6B778/Tt++izBGO7L02aXmNmArzq3glfWvEJEa8YBXXQnw94dVq2D5cmHU3UJqst78ODK8hEaFDRuKn3cy5kxCujGIi6qdo4pPP+7Ku28E4eJiy3NDRK5c1DkbMlNlYkO0HLloMt5MYuGcO1f04ptHaCjpqDFKEiq1SIQvL+rWFJ7DlARIr2sSji3OmDMaYc8e4mUNuaY2Xn6KNtkDo1OLhsgqMMgSu9p0FaHVO2ESqs7KzSLJ1Ailds1S9BFWUChnFGOuDChh1keD9u1rsHnzSJ59tgaSBJcvJzFw4ArmfX6AmZ1mM7rVaGRJ5nzseZ7/63l2X9/9oJf84PHwADe3Yjdl5KefkRCtu/M8DRqInzduQGIxXjydThQwADF6YWS5ecsMG9YKjUZ40ya+0wtbu8IG2L4jJu25PM9cSkrxeXkJCXDtGpmSyFNTl7OKRPMGwtA0GuCwtSl8GxWVL7eyeTOMHg0//gjh4URJ1hhMhSCBPg9GbF0BrCwtcPEQl8U9tu7w7LOFB1hbC3Hsn34SotqffALA8UuX0OWIz69lw5ooKJQXSpi1AlHCrI8ONjYWzJrVl4UL+5pz6X799Rx9ei+hvr4TP/X+CXcbd9Jy0nhv+3vMPTiXXH1uyRM/ZugMOjJS8p8nxRoxGA2336FmzfwiheK8c5GRYBD7J2SbKi4dChtudnZWvPpqU1SyCsnk1Tp/zmQs+frm56r9+mvhufftg+7dYfVqMlBjlECtLd/Wg7Wq+qI2RemOJWZCntzRzJmwdCl8/LGojjQl0YdWr41REhFoPy/3cl2Lwt3hHSC+l9evphXduHChMOSaNhXGnMkDfPT0VQBUamhcV+n7rFB+KGFWBYW7oH37GmzcOIIXX6yPSiURGprK0KEr2bI4msVP/0IbX5H8v+zMMl7ZoIRdb+VmfDQ5WfkGUXqizKA/nick8Tat8dTqfO9ZccZcXv9XCwtSMkSY1L4YyY6xo4LYs+t1mj8higZuhJjCu5IkLrYgZFWuX8/fadky88NMVBgl0JSzZ06WZZxcxek1OCQeWrQQG/btgy+/BH1+SJratTnXtjUAltZSuYZ7Fe6e6jUdAYgO05GjzyHtw0kiT3TuXCFNkpfvWYALl4SMiaOrbPYcKyjcTxRjrgwoYdZHEysrLf/3fz347bf++PvbodcbWbz4DC8NXstInwm81eItZEnmXMw5hvw1hO3B2x/0kisNl64XlnIxGuHQ/9Vn9sIVt98p76K4Y0dh4wYgPFz89PMjI1UYc05OxQuV+/k5U7u2yDOLDTfkewR79hSFGgZDIQOOuPzOEZmmnDl1BRQeunoKC/HmjTSRezV2LORpzMmyEFxeuBAWLiQ6WRRuWFV8IatCCTRvLIp7kmKhy8BPaTPrPGcXfJ/f2q4YQq4It7Snn1LBqlC+KGHWCkQJsz7aNG8ewIYNL5t16YKDk3l+yCrid/rxXY8f8LD1ID0nncl/T2bav9PIyC0h2f8xICRMhDclCdzd8sV3T+/Kvv1O/foJoyY8HG69OcrzzPn5kZkujDkXl9uL+uZVIabGy1yJuC5elGXIa/G3bZvo9ZqRUchLlyFphWeunMOsAJ4meZK4yFzh2Rk6VMhaLFokdMsaNhSVkBYWJCZkAmBjr5ySHzTd2okuJ0YjhJ7QkBytYsHvu2473mg0EhkickTr1HW57TgFhbKghFkVFO4BKyutWZfO19cGnc7Azz+fYsrrx/mw1lyeDHgSECLDw1YP41LcHURyHwNuRooiBmtbiRXLhtK+vajmjL2u4kZSePE7+fhAXh/kn3+GnAISMCZjzujrS1aaMLQ8XG8v+fBEy/rmRhL//Hcqf0O3bqLFV3o67NoFFy8KT50sw6xZhJnymyrCmKsWKC7sCZEGcnUF8iwbNhQ9aguQnCjeu629EmJ90Li7OOLgUvj7kJF++4Ke4KgwkmLF+HYtleIHhQeDYswpKNyBVq0C2bRpJAMH1kKWJa5eTeblYRtxOtqFCa0moVVpCUsO46V1L7HsTDHdCB4ToqNEsritg0y1au7M/KQ3IJGTKbFhz/7b7zhihEhYu3EDvv02//UwEbZNdnUhxyQd5+N1e6+HnZ0VTm7CEDp1OrzgBnhSGN4sWgT//iseV60KXbuSYiFCtxqL8jfmurVvAkBGqsTfx+4gjgykpghjwc5Rac5eGfD0K/w5REfd3vu+dc9RMHWly/vMFRTuN4oxVwaUnLnHCysrLdOn92bx4n7mitclS86ycEIC7wd+QaBTILn6XOYenMuYrWNIzLyDYO4jSmK8sLjsHIVBVaWKKy7u4vGufy+RkJlQ/I5+fvDWW+LxsmWiWOG998zGXIh1fmjVz7N4SZQ8vE0N6q9fTS28YcgQ0RUiJERUkoK5CjE7W+TqabXlfyps1bgmNnbCSNzy96k7jk03afTdLi9Q4f7i4VtYSDkhJpfjN08QlRpV6PWkrCS27z8JgJu3Cnu7im/FpvB4oeTMVSBKztzjSZs21Qr1eL1+PZUJbx6g1plh9KveH4D9N/Yz+K/B+a2lHhNSkk2eJYf8Sr7a9UVY9PxeIwM+GU9yVnKx+zJ0aH5hwNSpsHu3eNy9OyF2juZh1fy877iGajXE2Ogbt4TE6tcXXj/7AmHa1qJ6NCdLFEtoLcr/VCjLMlVrC+Ps7InbGLMmMtKER9fZuagYs8L9p0WjaoWeh140MKDLRga99KP5tZTMVHoO+oKTG4XhV6W68tkplD9KzpyCQgWQl0u3dGl/AgLsMBiMrPjjMjs+duBlx8nYW9gTnxHPW5ve4sN/PuRczLnHIvSamSqMooLyIX26Cw241DgVV/+oxsaDe4vfWZZhxox8XTgrK5g1C2bMIDJWeDlVarC3u/PFslmjAACSomRiUuIKb2zRQnj9TNWjdBNN0HOyxWejtayYU2Gz5kIAOPySgezc4otBIuJjSDYtt2agIhhcGRj1Uk/6POdH6ydMrdWMoMuRuH5SxeXw6+Toc1j7zz7Cz+R78Lo8UecBrVZBQTHmyoQSZlVo1iyAjRtHMnJkQ9RqmcjIDL7+IIQ6R1+liUMrALZc3cKLa19k5PqRXEu89oBXXLHkeZYcHfPDhAP7t2TGJ12xthHh1n37r95+AkdHmD9f5ND98gt07QpATKyQfLCykZDlO5+uurQVPTL1Oth95ETRAdbWonq0USPyqiVyc4QRamFRMYUH/XoIj2NmmsTOw8Xnzf21cy8GvVhSv25tKmQdCneHSiXz7ewXGTO6U6HXjUZ4dcLPtO05jd///A8AWZJZMP8ZXn+h2wNYqcKjjhJmrUCUMKsCgFarZtKk7qxaNZg6dcQd/I5tNznzZW0GqMZT01lULJ6OPs2wNcMeaV26rPQ8Lbj8nCGVSmbIkBZUqyMMvCtnU4vd14y3t8ifC8xX0I+PF4nn1rYlFyj4+biac9SOnCid8ZyTI9ZtYVkxxlyTeoHmte87dLnYMf8dFO3GPPxUuDgpTdorE41rVy/y2rVDVsRcseTiXlEk0aCVJd2710OlUi6nCuWPEmZVULhP1K3rzerVLzNuXEssLVUkJGSzaPZNspZ1pV/G+/ipa5Cty2by35NZdmZZyRM+ZBiNRrJNxX5uznZFtjds6AFA1DUDOfqcItvvRFKiCE1al1J/zdNfXGDPn4st1XidKcxqaVkxVaSyLOPpL/IIL16IK3bM1XPil1ezXtHfncKDxdrKosQx9RreuTBHQeF+oBhzZUAJsyrcikol88YbHVm3bhjNmwvj5ezZeH79/hohX7ckMLg3RiPMPTiXX0/9+kjl0aVmpZGTKbxP7m4ORbZ37dAQgJRYFYeunLyruVOShPFnZ1+6FklNmoics+ATBuLS4kscn5srPgcrq4prwRRYU3jbwoOLGrLhCZHECMcc7dtWK7JdofLTtX39B70EhUcYJcxagShhVoXbUbWqG8uWvcBPP/Wmc2c/bG01ZGbqObnGBvvN/ZGzLfnm0DdM2jmJ9Jz0B73cciEsOoo829THvagWXNuWNVFrhLG3aN3m/HZbpSA9VUh22DuUrk3S6y90ASQyUiQWrN1Y4vhck31lZVVxbZiaNvYDID4C0k0uzJnLFtLt5Q8YMfZH9DqQZYlnuiv5cpWR9t1ECkX7Lq7YOahQayQkKT/s/0SrBg9qaQqPAUqYVUHhAdKpUy3mzx/Ezp0j6dlT9Hq8eUGDem1fVFlW/HPtH4atGcbZmLMPeKX3zo2o/JCmv7d7ke1WVlqqVRchxEMrZb7cPr/Uc6enCMPP0ankcBdArRreVKkuDLO/N4fecazBaCDTlMbn5e5Y6jXdLd3aNwZAlwMb9+/j0s0QFs+M4NK/llzcKzyC3Xt74uFWcWtQKDvz54zgq7k9WPD1y2xe+xqb141g+uwOSJJM87aOaDQV59VVUCgtijGnoFCBODvb8tVX/fnoow7IskTcDQlWPIttTFVuJN9gxLoRfHPom7vOJatMRMXkiyR7ujkVO+bTKb2xstSQliCz5vuYUs+dmae/5nr7vqy30iWoCgChZyRy9bm3Sl9egAAAMitJREFUHXctMtzcXaJWVZ9Sz3+31AjwxtpUmDHhlcP06r6UrPR8z46nj5avZ7xQYcdXuDfs7a14tl9zrK0tqFLFhdq1vXhhQEf+2f4Kv//06oNenoIC8BAac3FxcQwePJiqVauWavyRI0cICgqiXbt2NGnShKCgIOLiRCKy0Whk8eLFPPHEE3Tu3JkmTZrwxhtvkJSUdMc5lZw5hbtl2LBWfPrpk2g0MomxeiJ/b4Xnyacw6I38eupXnv/reU5FnXooc+li4oR8iNZSQqst3kvRsmVVXnxd9K2MCVGRkXv79kh5GI1GskyRaA/X0hcHdO0ocpiy0iVOXL1423FnruRXvDaoWbrzSVmQZZnqdfKN0bz8wid7uPHpJ53ZtPqNCg3zKlQM1aq5Y21dOo+xgkJZeSRz5s6ePcuAAQNwcXEp1UXvwoULDBw4kK+++or9+/dz7Ngx7OzsyMgQF5L09HTeeecdfv75Z/755x/279/PyZMneeWVV+44r5Izp1AW+vdvyooVgwgIsMNogMs7HdD+MRibmACuJ11n5PqR9F7em3UX1z1URl18grC4LEvoZNTtCZFblJUucfTSuRLnTc1KI9tk+Hh7OJd6Pc0bVEeWxX4Hj9/emLt6TbRm0lpIuLsWLdwoTxZ9M4L33mtFrz7+WFqqcHHVMufjwbwwtC1uboociYKCQvE8kjlzrq6ubNu2jRYtWpRq/NSpUxkyZAh16ghlblmWWbVqFf7+/gBoNBqmTp1KzZrCY2Btbc3QoUPZvHnzQ3UxVXh4qF/fh3XrXmbgwFoi7BphJOLXVjjt6Y0qy4qotCg+2fMJ47ePv30/01vIyM1gxdkVHIs4VsGrL57kJBGrtLa98+mkUd0AVCphZB04dnsjK4/g8Jtg+jP09yqai3c7LC21OLmLtVy8GH3bcWE3RHjYzqlkQeJ7xd3dntFvdeOHr4Zz5sR7HPh3TLGVvwoKCgpl4aEy5jw9PbGwKJ1b22g0snXrVuzs7Bg4cCBt27alb9++nDx50jzGwsKC9957r9B+GRkZuLu7F6pWuhUlzKpwL1hZaZk+vTdLl/anRg0HJCRCD9uQseAZ7DYMxPJGVfaE7mHwqsGciCymk0EBwpLDGLhyIJ/tn8PoraNJyU65T+8in+QkkxZcCcacVqvG1UuI8168ULIOXFhkfm5dgI/HXa3Jw0foxoVdu71QcXSU8Cg6OFeMYPDtsLDQKGFVBQWFUvFIhlnvhri4OFJSUvj888+ZMmUKBw4coE+fPrRr144bN24Uu4/RaGTVqlVMnDjxjnMrYVaF8qBZswDWrx/JuHEtsbZWk51l4OYlmag/WmC1sztJiRm8uelN1lxYc9s5FhxfQPJJJ9J+6EvOX53YemXrfXwHgrQUUWRgY1dyVZ+3n+gGEX695Jy5m5HCMymrwNX57kKR/gEixy7mpq7INoPRwJ7QPcRGZwLg7KYYVgoKCpWTRzLMejdkZwtvQe/evalXrx4AI0eOxNnZmcWLFxe7z1dffYW/vz9vvvnmfVunwuNNntjwjh0jmDbtCerVc0aWZKJOOpG+pCfqcB8+3fspn+3/DJ1BGCYRqREYjAaMRiP/bYkjdFUtMlMkoi9YsfqfPfc9RSAjTciH2JZC2LdGTZH7FhduKHGd0XGl78t6K3XrCPHgxCjIys0qtO3HTSt5Y8Aurh4Xzz08S18pq6CgoFAZeWQFcpycnJAkCW9v70Kv+/r6EhpaVH/qjz/+4J9//mHlypV3DLGCCLNqteJuPigoSPHSKdwzbm72DB7cgueea8bChfv59tujZKVJRC5rjlcXV1YY/+RqwlU8bT3ZfGUzTwY8yevNXyfumBDp1ag05OpzCd1nSZBTENM7T6elT8v7svY8Y87eoeQUiCYNAviTMJJjZMKTbuLn5HvbsQlxwntnVYq+rLfSunFN4DQ5mRL7L5ygS8N8Qd4/F10hLT4/tOrr63jX8ysoKChUJNu2bTOnc+XklCxd9cgaczY2NtStW5eoqKhCr8fGxuLn51fotRUrVvDbb7+xevVqLCwsuHLlCv7+/rfNz5sxYwb29koFmkL5o1LJvPZaBzp3rslbb63l+vVUInZUxS3CiZPd9oB0FqvgBuzJPEx4fBSJN2ohSRItmnnx35FwYs46oHYP4Aftz7QcdH+Muax0IyDh5GhV4thOrRsAe9DrYOd/x3j5qdsbc4mJIgxqY3f3AYSm9aujtZDJyTaw4Pd/6PJZvjGXnS5hrqwAqgWUvrhCQUFB4X5Q0FGUkpLCd999d8fxj1SYdd68eQwZMsT8fOzYsaxbt46bN28CsH37diIjI3nxxRfNY1asWMH333/PkiVLyM3NJS0tjY8//pjIyMj7vn4FhTyqV/dg7dqX6NrVH7WsJv68M9m/9yT7j26EratO+rLOhJ8yoNeBSpaZOfMpbCwtkXItCN3sz6W19lxLvFbyge4RvUFfQAuu5OpMH28n7J2EV+zwset3HJuSLHLxShO+vRWtVk2nbqJo4vh2A5eir+bPm1i4nVjDmoF3Pb+CgoJCZeKhMuYyMzPp1KkTs2bNIioqik6dOvHtt9+at4eFhXHxYr7kwciRI3n//ffp3r07HTp0YObMmezcudMsOBwVFcXQoUPZs2cP7u7u2NnZYWdnx9KlS++4DqWaVeF+YG1twbffDmDChNZoNWoyEyzJiLZFq9KSGqcm9E8huVOtuh1Vq7oxc2YXGtR3RZIkYk45surU7QsnCnIs4hgDVw7k3+v/3vUawxJukpEqwqC1qt7ey1YQ/0BRBBF84c6Vt2nJIkfQ3lFz1+sC+GB8H1QqicwUibk/rgcgOjmW1HixXpWsonYdB2oFlm7dCgoKCveb0lazPlRhVisrK3bv3n3b7XPmzCny2nvvvVdEfiQPT09PdLqi1W4loYRZFe4Xsizz6qvtadUqgOnT/+bKlUTq1XPl8OEoc8P6jm2rAdCnTyPatatGm/bfkZWVy6b1F+nX4Ao1XGrc8Rhz1y8mdFN1Zob8TPOxzUUBRloUAY4BxeaPnow6yZ/n/iQtJw2vzNrmiGXjuqXzcNWp68LZY+lEXzdiMBqQpeLvKdOSxftzdi45fFscAVXcaNbOgcN7kji+JxWD0cChMxfIq7vY9c9IAvyVEKuCgkLlJSgoiDZt2pQYZn2ojDkFhceVhg19+fPPFzEYDOh0Bj78cBM7dlxHpzMwYEAj8zgXF1ue6ODP9r9DSDzszXtbJ/LHwGVYaYo3iK7EX+HiX07EBluQGlmTJ+w7Y6nRYszU8O6TbzCw/sAi+3y2eBnXdtmSnWmFjXcYYItGI+Ht5Viq99KuZS1W/hZGUpTMhYgr1POpVey49GSRi+fpUfYbp8H9m3N4z05irqn458xBTp0TxU8WlhL+vq5lnldBQUGhMvFQhVkVFB53ZFlGq1Uze3Zfjhx5hxMn3qVOncIV2yNebolWpSUxQk3shmqsPL/ytvMt37ee2BBR6JOWIBP3RW/ivu3OjS8789eK08Xuc36jHTevysTdlAg9YguAg4tcavmQzu0aIEkSRiPs3F+8KHJWbpY5fOvnU/pWXrfSt0dzrG1kjEb4bcU+QkLiAXD2KP16FRQUFCo7ytmsDCg5cwqVAZVKRqUq+ifcpk01Ro5oiFpWE37Ykd837CQzN7PIOIPRwO4NkWAEtaxGLauRUZOdJhz2wQdlcvQ5RfZJTy66FheP0ue1OTpa42xqt3X6dPGFRqFRkehF/QOB/p6lnvtWNBo1TVo5AnBoSza7VqcB4O6tNEhXUFCo/Dz2HSAqEqUDhEJlZ8KEbtSrKzTo4nYF8POxn4uMOR11mqiTIoTZp281OnWsQrs2vtSv6wZAwg0tJ8JPFdonNjWO7MyieXQe3tZ3tT6fKqZOENeK7wRx8Xp+l5baVf3vau5bGf/mU2i1ajKSZAx68VqN6kqIVUFBofLz2HeAUFB4nFGpZMaN7YhaVhN3TcvKDQfYHry90JgN+/aRliAjSTKvvNyWRYuG8Ntvw1i8aBCSJKHLhS3/Hi20T0h4hLngoWDhgr+f412tL7CaGB8bri92e+gN0btVpQZ313srNmrerCprVg6jQQMX3NysaNfOi/de73NPcyooKChUJpQCiDIwefJkevfurXjnFCo1Tz5ZiyaNPDh2MpKYDfWY4jKb/U3208q3FUHVgvhvTwRgjaubhnr18vPuXF3t8PTREhmezYnD0TA8f87rN2PMj6s3sODyaRG+rVXN667W1rC+H2u5SVK0RFxaPK62LoW2R0QmAUIwuDxy2xo08GXTOqVNn4KCwsPFtm3b2LBhQ4njFM9cGVDCrAoPC3PmPI2TvTXZ6SpSlj/Bnp0hTN86h1c3vErEWZHn1qq1dxEJkoaNRBgy/KKBsOQw8+uR0YkAqNQSNavnG2CNa9+d8G6H5nUB0OVIHDhdtNAiJlYoEds63n0rLwUFBYVHBSXMqqCgQGCgG3PmBGFjaUlWogXX/qhD5LwuhKx3ICFMgyzJ9OvZpMh+vbs1RZIk4q5p+XnHH+bXY2JSAbC2k3gmqBVqWY1GpaFWDe8ic9yJ6oGeaC2EoXb0ZEiR7QlxWQDYOyrBAwUFBYWSUIy5MqBUsyo8THTtWocVKwZRr64bFmoLJIOakF0uSKhwc7alY8eiosI9e9bH1c0SoxH2rE4gPkNIesTHi4IFGzuJrl1r87+JHflqbk8sLe+uS4NKJePuIwy1y5fji2xPSRRi3o7O2ruaV0FBQeFRQqlmrUCUMKvCw0b9+j6sXz+CY8dG0aKZN5ZqS7zc7Viw4NliDTG1WsWLw5oCEjeO2/LN3z8CkJwopEps7FVIksRrr7Wld+8GZVpTlQA7AEIuppGWk1ZoW6qpf6qLa9m6PygoKCg8CihhVgUFhSLY2lrw22/P8/XXPdm06WUaNbp9X9IRL7XFwd4CXQ7sWprG5fjLpCYJ8bey9kstyDNPNQcg6oqWhTvyhY0NRgPpKaJk1useuj8oKCgoPC4oxpyCwmOGVqvmqafq4uxsc8dxtrYWvPNWGyRJIvSINXNWLSAtRUiJODrdu+hu/37Ncfe0ACOs/v0qqdkiH+/nvb+RmSLy6QL9765KVkFBQeFxRDHmyoCSM6fwuDBiRGuq+NtjNMKZv2xISxbGnIvLvYc/VSqZYUNFX9nQo1ZMXvoFl+Mus2DmFfQ6sLHR8NQTze75OAoKCgoPK6XNmZOMRqPxPqznkSAlJQUHBweSk5Oxt1fCPwqPB//8c5kRr67CYDSYX3vrvTr8763+9zx3ZmYOXYK+Izw8HXtXPd5tE7i43g1Jkpg9oxuDB7W852MoKCgoPMyUxvZQPHMKCgp3pHPnmrRp41PoNW9Pp3KZ28pKy3df90erVZMSp+LietFKrH1HL8WQU1BQUCglijFXBpQwq8LjxoxPeqNR5Rc9VPXxLLe5mzTx56P/62RuD2ZtpWbOp8+W2/wKCgoKDytKmLUCUMKsCo8zP/74H599/i8A/x14Gzc323Kd/+ef9/HD/COMG9uWYcNalevcCgoKCg8rpbE9FGPuLlCMOYXHGaPRyG+/ncDaWsOAAWXTllNQUFBQuDtKY3sovXLKwOTJk+ndu7ciHKzwWCFJEsOHN33Qy1BQUFB4bNi2bRsbNmwocZzimbsLFM+cgoKCgoKCwv1EqWZVUFBQUFBQUHjEUYy5MqBUsyooKCgoKChUNI9sNWtcXByjRo3i0KFDXLt27Y5jp06dytq1a3F0dDS/1qxZM7744gsAsrOzmTp1Krt370an0+Hg4MB3331HrVq1ip1PCbMqKCgoKCgo3E8euQKIs2fPMmrUKOrVq0dpbdCvvvqKTp06FbttwoQJHD58mN27d2NpacnHH39MUFAQ58+fx9rauhxXrqCgoKCgoKBQMTxUYVZXV1e2bdtGixYt7nkug8HAggULeOWVV7C0tATg3XffJTQ0lDVr1tzz/AoKCgoKCgoK94OHypjz9PTEwsLirvZZuHAhnTp1on379owaNYq4uDhAhGszMzNxd3c3j3V0dMTS0pLDhw/fcU4lZ05BQUFBQUGhoiltztxDZczdLQEBAbRs2ZK///6b3bt3k5ubS8eOHcnJycHNzQ1ra2vCwsLM4xMSEsjKyiIhIeGO886YMUPRmFNQUFBQUFCoUIKCgpgxY0aJ4x5pY+6ll17inXfeQaVSoVarmT17NhcuXGDDhg1IksTrr7/O999/T1xcHEajkWnTpqHVau/a+6egoKCgoKCg8KB4qAog7hVHR0ccHBwICQkB4LPPPsPZ2Zm+ffui0Wh46aWXqFmzJtWqVbvjPJMnT0ar1QLCala8dAoKCgoKCgrlxbZt28zpXDk5OSWOf+ikSQCWLFnC1KlTuX79+h3HjR8/3ixDApCeno6dnR3Lli1j8ODBRcanp6fj4eHB/v37adSoUZHtijSJgoKCgoKCwv3ksesAMW/ePIYMGWJ+vnr1arZu3Wp+PnPmTHx8fOjVqxcAH374IVu2bDFvnzJlCv369SvWkFNQUFBQUFBQqIw8VMZcZub/t3fvYVHVaRzAv8NVJO7gjILiLRNJxQsg1xmtvOSqayqVWVCUrhcqw3RdrFBMwTJdW9y8rZS6qaBZVqIBUa6W2WPi3VBRkEAHQQG5M+/+4c5ZBwaY+wi+n+eZR8/v/C7vOcMML+d3LtWQyWRITExEcXExZDIZ/vGPfwjr8/PzceHCBWF5+fLlSExMhEwmw4gRI3Dq1ClkZGTAwcEBwL0LJGJjYxEWFobAwEBYWVlhy5YtbcbBV7MyxhhjzNg67BMgzImnWRljjDFmSg/dNCtjjDHG2MOGkznGGGOMsXaMkzkd8DlzjDHGGDM2PmfOCPicOcYYY4yZEp8zxxhjjDHWwXEypwOeZmWMMcaYsfE0qxHwNCtjjDHGTImnWRljjDHGOjhO5nTA06yMMcYYMzaeZjUCnmZljDHGmCnxNCtjjDHGWAfHyZwOeJqVMcYYY8bG06xGwNOsjDHGGDMlnmZljDHGGOvgOJljjDHGGGvHOJnTAZ8zxxhjjDFj43PmjIDPmWOMMcaYKfE5c4wxxhhjHRwnczrgaVbGGGOMGRtPsxoBT7MyxhhjzJR4mpUxxhhjrIPjZE4HPM3KGGOMMWPrkNOsJSUlmDdvHo4dO4a8vLxW68bHx2Pfvn1wdnYWyoYNG4bVq1er1Dt+/DiWLFmCyspKVFVVoUuXLtixYwfc3d2b9cnTrIwxxhgzJU1yDysTx6SzM2fOYN68efD19YWm+efatWshk8laXH/+/HlERETg22+/hY+PDxQKBSIiIlBVVWWgqBljjDHGjKvdTLO6u7vj4MGD8Pf3N1if8fHxeP755+Hj4wMAsLCwQFpaGnr06NFqO55mNb6OuH8fxG0yR0wP4n7Q14O4TR3xvX0Q9zPA+9pU/enTh65tzb2fNZ1mbTfJnEQiga2trVZttmzZAplMhtDQUMybNw8lJSXCOiJCeno6HBwcEBERgeDgYEyaNAknT55ss98VK1ZgzJgx2m4C08KD+qWtjwdxmzriLyFzeBC3qSO+tw/ifgZ4X5uqv4cxmRszZgxWrFjRZj/tJpnTVs+ePREQEIDMzExkZ2ejvr4e4eHhqKurA3Dv/Lvy8nJ8+OGHeO+993D06FFMnDgRISEhKCgoMHP0pvOgfjmaQ3vbF+aO15TjazOWpnUNXU+fPvRZr0t8LbXRplzf96Rpma5jtNVPa8u61tX0/TDE/9saV9M2rZWpq6NpXU3/1bRua2X399NSm9b6aqlOa8vqYmmpTVvlbcXa0isjI6PZ+9JUuzlnTltRUVEqy0lJSXBxccH+/fsxZcoU1NbWAgAmTJgAX19fAEB0dDTi4+OxdetWvPvuu836VJ6rV15ebtzgTWj//v0ICgoydxjN1NXVmXw/G3tfGHqbDBGvPjHpOr4uY2ozlqZ1DVmvrW1qqw991re0rrWYWmqjTbm6spbG1KS9JnXU9d9WP60t61q3tbg0aaPN/1tarxxT0zatlamr07R/ff+tq6vTqC6AFsvuj+n+epr+v6W2bS03jaWlNm2Vt7S+tboAhHyl1esFqJ3ZunUreXt769TWycmJVq1aRURElZWVJBKJaPHixSp1RowYQa+88ora9gUFBQSAX/ziF7/4xS9+8cukr4KCghbzmw57ZC42NlblNiR3795FeXk5unfvDgCwt7fHgAEDUFxcrNJOLpcLdZrq1q0bCgoK4ODgAJFIZLzgGWOMMcYAEBEqKirQrVu3Fut0mGTu448/xtGjR/H5558DAPbu3YunnnoKY8eOBQCsXLkSnp6eGD9+vNBm/vz5WLhwIQoLC+Hp6YlDhw6hqKgIkZGRasewsLCAl5eX8TeGMcYYY+x/nJycWl3fbpK56upqjBs3DsXFxSguLoZMJsPUqVMxb948AEB+fj4uXLgg1F++fDkSExORmJiImpoadOnSBRkZGXBwcBDqREdHo6ysDKNHj4arqyusrKyQkZGBXr16mXz7GGOMMcZ00a6eAGEK69evx6ZNm2BnZwdnZ2ds2LBB7bRreXk51qxZg++++w6Wlpa4c+cOZsyYgdjYWJ6C1YCm+/l+1dXVGDBgAKRSKVJSUkwTqBa03abt27fjn//8JywtLVFWVoaQkBB88sknZovp5MmTWLBgAaqqqtDY2IgePXpg7dq18PT0NFg82jzF5UGiTdzqblQeHR2NF1980UjR/R8RISUlBSkpKcLPVWBgIBITE1WehmOqvg2xL7788kts2LABDQ0NKCsrg52dHVatWoURI0bouCWG9+yzz+LYsWO4evWqUcfR9MlG+tDmqUit6d+/PyQSiUrZmTNnEBcXh/nz52vV161btzB//nycPXsW9vb2ICIkJSUhODi4zba1tbWIj49HdnY2Ghoa4OTkhOTkZDz22GMq9Vr7jBcUFGDWrFm4ffs2qqur8dprr2HOnDlabUNL/V++fBkrVqxAbm4uiAh1dXV49913VWYRNaLTlQQd1J49e0gikZBcLicioqVLl9KQIUOosbGxWd39+/eTn58fVVZWEhHRlStXyMnJiT7++GOTxtweabOf77dkyRJycnKiyMhIE0SpHW236dNPP6Xg4GC6ffs2ERHJ5XIaPXq02WJSKBTk5eVFb7/9trA8bdo0euKJJwwWz+nTp0kqldKcOXN0vojJHLSNWyqVGj2mllRUVJC9vT1dvHiRiIju3r1LgYGBNGXKFLP0bYh9MWbMGEpLSxOWFy5cSG5ubm1+X5hKZmYmOTs7m+Rn+r333qPvv//eaP2fO3eOevbsSefOnSMiosbGRpoyZQpdu3ZN674mTpyoslxXV0fdunWjwsJCrfuaPn06hYSEUF1dHRERffzxx+Ts7Ezl5eVtto2JiaHAwECqrq4mIqL4+Hjy9vamu3fvCnVa+4w3NjaSn58fLV++nIiIbt68SV26dKG9e/dqHH9r/cfGxtLMmTNJoVAQ0b3vbSsrKzpx4oTG/RMRcTJ3n6CgIFqwYIGwXFZWRhYWFnTo0KFmdXNycuirr75SKXvmmWdo7NixRo+zvdNmPytdunSJQkJC6MUXX3wgkzlttqmhoYG6du1KBw8efGBiksvlBIC+/fZboSw5OZns7e0NFk9RURHV1NTodUW6OWgbtzmTuZqaGvrggw9UytatW0d2dnbCLwtT9m2IffHrr7+qJG779+8nAFRaWqp33/qqq6sjf39/ev/99ztEMhcREdHsDg+GkpqaSpMmTdKpra+vLy1cuFBYPnv2LAGg48ePt9qusbGR7OzsaNOmTUJZWVkZAaDt27cLZa19xg8ePEiWlpZ0584doWz+/PkUHByscfyt9b97927hDyQlV1dXSkxM1Lh/IqIOe9NgbdXV1eH48eMYNGiQUObs7Axvb28cOXKkWf1BgwZhwoQJKmVVVVUQi8VGj7U903Y/K7355ptYvXo1LCwevB9ZbbcpJycHRUVFuHXrFsaMGYPg4GC89tprkMvlZovJ3d0d4eHhSEtLQ2NjI2pqarBv3z6EhYUZLCZdnuLyINAl7piYGISHh0MmkyEpKQn19fVGik6Vra0tFixYoFKmnCrT9/QPXfvWd18MGzZM+NxXVFRgy5YtiIqKgouLi/YbYWBr1qzBtGnTWr3K0NBae7KRPkiPpyJpYvPmzZg5c6ZObZ955hmkp6fjzp07AICdO3fCw8Oj2VRpUyUlJaiurkaXLl2EMmdnZ3Tq1Am//PKLUNbaZ/zIkSPw9vZWecC9n58fjh8/rvHPcmv9T5s2Df369ROWFQoFamtrtc4lHrzfjGZSUlKChoYGuLq6qpS7urqiqKiozfZyuRxHjhzR+lyAh40u+3nfvn0Qi8UIDAw0RYha03abLl++DABYu3Ytdu3ahcOHD6O+vh5PPfUUFAqFWWIC7u3na9euoXv37vD29sYjjzyCXbt2GSSeh8mwYcMwefJk/Pjjj9izZw/27NmDv/zlL2aJhYiQlpaGhQsXmqVvQ+6LZ599Ft26dYO1tTXWrVuna9gGU1hYiNTUVLz55psmG7OtJxvpw5hPRcrPz8fFixeFu0toa9myZRg5ciS8vb3x6KOP4ssvv0R2drbKBY3qeHh4oHPnzsjPzxfKSktLUVNTg9LSUo3GLioqUvs9Wl9fb7BE+n7ffPMN3N3dERERoVU7TuaaUPcXZlt/0RIRZs6ciYSEBAwePNhYoXUomu7n6upqLFu2DCtXrjRFWHrRdJuUd/OePXs2nJ2dYWlpiSVLliAnJwf/+c9/zBJTfX09nnzySfTp0wcFBQX4448/4OHhgblz5xo0nofB6tWrMWrUKACAm5sb4uLi8K9//csoX/xtWbt2LXr06IHZs2ebpW9D7otdu3ahtLQUXl5e8Pf3R2Vlpc6xG8Jbb72FlStXwtra2mRjRkVFISYmBpaWlrCyskJSUhLOnz/f5hMENNHSU5FcXV2xdetWvfresmULXn75ZZ1nVmJiYnD06FFcuXIFubm5ePvtt/H888+3mZCJRCLMmjUL69evR0lJCYgIy5Ytg42NjVZH21vKAQx9seOtW7ewePFi7Ny5E507d9aqLSdz/+Ph4QErK6tmPxylpaXNrshpKiYmBkOGDMEbb7xhzBA7BG3384oVKxAdHQ0PDw9Thag1bbdJ+Vfe/VMzyitMr127ZpaYMjMzceLECSxZsgSWlpZCgrl9+3YcPnzYIDE9rLy9vQHA5Ffv7ty5E1lZWdixY4fBf+no2re++8La2hqJiYm4fPkydu/erVMfhpCVlQUiwpNPPmm2GIB7U4ZOTk64cuWK3n25uLhAJBI1mzL28vLS63tJoVBg27ZtiI6O1ql9VVUV1q9fj5iYGOG7c8aMGaisrERycnKb7VetWoXp06dj0qRJGDlyJPz8/NCvXz/06dNHo/G7du2q9nvU2toabm5u2m9QCyoqKjB16lSsXr1apyu1OZn7H2tra/j7++PUqVNC2Z07d3Dt2jWEhIS02C4mJgbu7u7Cs1xPnz5t9FjbM233c3Z2Nnbt2gWZTAaZTIb09HSkp6dDJpNh27Ztpgy9Rdpu0/Dhw2FhYaHy9BHl+XJt3Z7FWDEpz/2wsbERypT/13Q6ggE3b95EUlKSSplyWttQ760mdu3ahW3btiEtLQ2dOnVCbm6ucOTFVH0bal80PSpvbW0NGxsbsx6ZO3DgAK5evSp8LyUmJgr3P42NjTXauE37bvpkI33o8lQkTaSnp+Pxxx/X+RZHDQ0NUCgUKt9NwL3vJ02+m6ysrLBkyRIcOXIE2dnZmDZtGvLy8vD0009rNH5ISAiuXr2KiooKoSwnJwf+/v4GOypbUVGBSZMmYdGiRRgzZgxqa2uRm5urXSdaXS7Rwe3Zs4e6du1KJSUlRESUkJBAfn5+1NjYSGVlZRQcHEzZ2dlC/Xnz5tHrr79OFRUVwis8PNxc4bcb2u7n+0VGRj6QV7Nqu00zZsygsLAwqq2tJSKiv/71rzRw4ECqr683S0xyuZxcXV0pISFBaJ+QkEBOTk5048YNg8VEpN/zlc1JXdxN92NeXh65u7sLz1Csrq6mJ598stltGoxp586dFB4eTjdv3hS+l1544QXKy8szat/G2hd2dnZ0+vRpYXnjxo1ka2sr3D7jQWCqn+mePXvSgQMHhOW4uDjy8vLS6BYdmti8eTO5urrS9evXiejelZydO3emK1eu6Nzn5MmTaf/+/XrFFR4eTuPGjRNuTfLDDz+QhYUFpaent9l2yZIlKlfpx8bG0gsvvKC2rrr3UXlrkhUrVhDRve9KsVis1a1JWuu/vLycwsLC6PPPPxc+U2fPntX69xwnc00kJyfTkCFDKCgoiMaNG0f5+flERPTHH3+Qq6urcL+j1NRUtQ/CbY+/pMxB0/2slJubS1KplMRiMYnFYpJKpZSbm2uO0FukzTZVVlbSq6++SgMGDKCwsDCaMmVKqw9RNkVMx44do1GjRlFQUBCNGDGCZDIZHT161GCxVFVVkVQqpccee4xsbW1JKpW2i/sythZ30/1YXV1NCQkJFBgYSFKplIYNG0Zz5syhsrIyk8RaVFRElpaWar+b9E3m2urbWPti7dq1FBQURFKplIKCgigsLIwyMjL02hZDGj9+vMrPRmpqqtHG2r59O0mlUpJKpRQYGEgTJkygCxcuGHSMDz74gAYMGEChoaF6fwfcuHGDevXqRQ0NDXrFVFhYSDNmzKChQ4dSaGgoDR06lFJSUjRqu3nzZvLx8aHQ0FAKCAigRYsWUU1NjUqdtr6b8vPzady4cRQUFER+fn6UnJysVfyt9T937ly1nyltkzl+AgRjjDHGWDvG58wxxhhjjLVjnMwxxhhjjLVjnMwxxhhjjLVjnMwxxhhjjLVjnMwxxhhjjLVjnMwxxhhjjLVjnMwxxhhjjLVjnMwxxthDTqFQ4O7du2Yb//5HJTHGtMfJHGNMJ4MGDULnzp0hEong5ubW7KHjhw4dgkgkwqZNm1TKk5KSIJFIYGFhAYlEghMnTpgybMH48ePh6uoKkUiElJQUs8SgC0PHffXqVQQGBuLixYv6B6ej8ePH49///rfZxmesveNkjjGmk1OnTuGdd94BAKxbtw4ZGRkq67OysgAAmZmZKuWLFi1CRkYGAgICUFxcjKFDh5om4Ca++eYb7N271yxjayI+Ph4ikQhXr15VKTdk3EVFRQgLC8NLL71ktvcBADZv3oy33noLO3bsMFsMjLVnnMwxxnQ2atQoAP9P3O6XmZkJR0dHZGVloelTA7OysoS2zHzmzJkDb29vxMTEmDWOfv36IT4+HrNnz0ZRUZFZY2GsPeJkjjGms+HDh8PJyanZ0bfbt2+jqKgIzz//PORyOU6fPq2yPisrC0888YQpQ2VNnDlzBvv27UNsbKy5QwEAvPLKK7CyssLf//53c4fCWLvDyRxjTGeWlpYIDw/HtWvXcOXKFaE8OzsbUqlUOPp2f7KnUChw7NgxhISEAAB++OEHPPfcc+jVqxfc3d3RvXt3vPHGG6isrBTajB07Fra2thCJRJBIJMJ5eCdOnIBEIoGVlRXc3d3xyy+/AABqamrwzjvvoHfv3nB1dYWnpydmzZoFuVyu0XYpFAp89NFH8PHxgaurK8RiMaZPn66yje+//z4kEglEIhGioqKQmpqKIUOGwNHREYGBgfj111+b9SuXyzFjxgy4uLigW7dueOqpp3DmzBmIRCLY2dlBIpHg0qVLGDRoED788EMAgL+/PyQSCSQSCUpLS5vFGR8fj759+8LFxQWTJ0/GzZs3NdrGXbt2AUCzI6SPPfYYHnnkEZUp3oKCAkgkEtjY2KBnz55C3c8++wwSiQSWlpaQyWT44YcfEBgYCEdHRwQEBAjvx0cffYS+ffvC3d0dL7/8stqLLWxsbBAaGoqdO3dqFD9j7D7EGGN6WLNmDQGgTZs2CWXz5s2jzZs3082bN0kkEtH48eOFdcePHyeZTCYsT5kyhWQyGcnlciIi+u2336h79+40bdo0lXEWLVpEAOi3335TKb958ya5ublRVVUVERE1NjbS6NGjydPTk3799VciIrp06RINHDiQ+vXrRxUVFULb77//ngDQ1q1bVfqMjo4mBwcH+u6774iIqLi4mEaOHEkeHh50/fp1lboAyMfHhxYvXky1tbVUVlZGAQEB5O7uTtXV1UK92tpaGjx4MHXv3p3Onj1LREQ5OTkUGBhIACgyMlKl3/fee48AUF5eXrN9rox78ODBlJqaSgqFgs6fP09ubm70pz/9qVl9dWQyGUkkErXrWhpbKpWSt7d3s/re3t7Uq1cvmj17NlVVVVF5eTkFBQWRh4cHbdy4kfbt20cKhYKOHj1KlpaWtHjxYrXjLly4kABQfn6+RtvAGLuHj8wxxvSi7uhbZmYmRo0aBQ8PDwwcOBA//vgjGhoaADQ/X65Pnz744IMP4O7uDgDw8/NDXFwcUlNTkZubK9SLiooCAHz66acq4+/YsQOTJ0+GnZ2dsHzo0CEkJCRg2LBhwhgfffQRfv/9d3zyySetbs/hw4exZcsWzJ8/X7hCVywWY+PGjZDL5Vi5cmWzNqWlpVi2bBlsbGzg7OyMmTNnoqSkBD/99JNQZ8uWLcjJycGiRYswYMAAAPeuCNbnfLXevXtj6tSpEIlE6N+/P8aPH4/09HTU1dW12TY3NxdisVjnsZsqLCxEQkIC7Ozs4ODggJkzZ0IulyMjIwOTJk2CSCRCUFAQgoODkZaWprYPiUQCAPj9998NFhdjDwNO5hhjehk4cCC6dOmC77//HsC9KyRra2vRq1cvAPeSvYqKCmHKren5cklJSRg+fLhKn48++igA4Pz580JZ//79ERAQgB07dqC+vl4oT0lJQWRkpLC8e/duAMDo0aNV+lQmdgcPHmx1e1pq37dvXzg6OqptP3ToUFhZWQnL3bt3BwCVk/m/+uorAPemjO8nk8lajac1I0aMUFn29PREQ0MDSkpK2mx769Yt2Nvb6zx2U3379oWbm5tKLACavbdeXl64fv262j6U8dy6dctgcTH2MOBkjjGmF5FIBJlMhhs3buDMmTPIysrCyJEjhfX3H7mrr69HTk4OAgIChPWFhYWIiYnB448/DrFYDIlEgqlTpwJAs3PEoqKiIJfLceDAAQBATk4OKisrERoaKtS5dOkSgHvJm/JcM4lEAh8fH9jb2zfrsyll+z//+c8q7SUSCYgIZWVlzdoojyoq2djYAIDKEbK8vDwAQNeuXVXqKo9G6UKTcVtSV1enkoDqq2ks1tbWasttbGxQXV2ttg9lPJrEzxj7P8N9khljD61Ro0Zh9+7dyMrKwsmTJ1VuICyVSmFpaYnMzEyMHDkSQ4YMEX5pV1RUICgoCCKRCHv37sXQoUMhEomQnZ2tkhAqPffcc5g/fz5SUlIwceLEZkflAAi3Qbl8+bJOR56U7bOzs+Hr66tRGwuLtv8uVvZLTW7Tog9Nxm1J586dVY5wakKhULS4TiQSaVWujjKJ69y5s1ZxMfaw4yNzjDG9KadNs7Kymp0T5+joiOHDh+Onn37C119/rTLFmpmZiYKCAsydOxfDhg1r8xe/i4sLJk6ciK+//hrFxcX4/PPP8dJLL6nU6devH4B7R/yaunjxIk6dOtXqGK21z8/PF6aLtdW7d28AQHFxsUp502VT6dq1K27fvt1qHeV5jkqaXg2sK2U83bp1M+o4jHU0nMwxxvTWt29f9OjRA+np6bC3t282dThq1CjU1dVh/fr1Komera0tgOZHbwoKClocKzIyEvX19YiMjMSAAQPg7e2tsj4iIgIAsG/fPpVyIsKzzz7b7EkVTbXUHgBiYmKwffv2Vtu3ZMKECQAgTBErZWdnq62vPKqoTKi2bdum9ubMuvL19VWbsN7v/vVyuRyXL1822PjqXL9+HRYWFvDx8THqOIx1NJzMMcYMYuTIkaitrVX7ZAdlmbW1NQYPHiyUBwcHo2vXrkhOTsaFCxcA3LvKcvny5S2OM3bsWEgkEhw6dEi4wvV+06dPx7hx47Bq1SocPnwYAFBVVYXY2FjU1NQgOjq61e0IDQ3FrFmzsHXrVnzxxRcgItTX12P16tX4+eefsWDBgjb3hTrR0dEYOHAgkpKScO7cOQD3HonWUnLYv39/AMC5c+dQW1uLxMRE3LlzR6ex1XniiSdQXl6Oa9eutVgnOTkZtbW1qKqqwt/+9jd4eXkZbHx1cnJy4O/vDycnJ6OOw1iHY8bbojDGOpDPPvuMANDevXubrauqqiJbW1t65plnmq3Lycmh0aNHk7OzM/Xu3ZtGjx4t3LvO0dGRxowZ06xNbGws2dvbU2VlpdpYamtraenSpdSnTx/y8PCgXr160auvvkqFhYVCnaeffppcXFyEcYYMGSKsUygUtG7dOvL19SU3Nzfy9vamiIgIunDhglBn48aNJBaLCQB16tSJxGIxERG9/vrrKv3eH/+NGzdo+vTp5OTkRJ6enjRhwgS6cuUKAaCXX35ZZRsaGxspOjqaPDw8yNPTk1577TVqbGykqKgolf4nT55MRETDhw8ne3t7AkDu7u60dOlStftGqaSkhOzs7GjNmjXN1invMzd48GBydHQkX19f+u6770gqlZKFhQWJxWLasWMHHThwgMRiMVlYWJC1tTWJxWLKy8ujuXPnqsQ4ceJEamhoILFYTJ06dSIAJBaLaePGjcKYf/zxB1lbW9OGDRtajZsx1pyIyIBn4zLGGNPKjRs3IJFI8Pbbb2PVqlUmHXvZsmXYsGEDLl26JNynDwDi4+OxdOlS5OXlqTzxwZjeeOMNZGRk4OTJk8KVsIwxzfA0K2OMmUhoaGiziwqUNxYODw83eTxxcXEIDAzElClTUFtba/LxlVJSUpCamoovvviCEznGdMDJHGOMmcjPP/+MuLg4IXFSPhEiPDwcTz/9tMnjsbS0RFpaGkJCQpCTk2Py8ZV++eUXHDt2TLiSmDGmHb7PHGOMmUhiYiK++OIL9O7dG9XV1XBwcMC0adOwdOlSve4Zpw8LCwvExcWZZWyl9evXm3V8xto7PmeOMcYYY6wd42lWxhhjjLF2jJM5xhhjjLF2jJM5xhhjjLF2jJM5xhhjjLF2jJM5xhhjjLF2jJM5xhhjjLF2jJM5xhhjjLF27L/euuZ0mzH4OQAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "param_name = 'log_P_top_slab_SiO2'\n", "vary_list = [-6,-4,-2,0,2]\n", "\n", "vary_one_parameter(model_slab, planet, star, param_name, vary_list,\n", " wl, opac_sio2, P, P_ref, R_p_ref, PT_params, log_X_params, cloud_params)" ] }, { "cell_type": "code", "execution_count": 36, "id": "e95f1139", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "param_name = 'Delta_log_P_SiO2'\n", "vary_list = [1,2,3,4]\n", "\n", "vary_one_parameter(model_slab, planet, star, param_name, vary_list,\n", " wl, opac_sio2, P, P_ref, R_p_ref, PT_params, log_X_params, cloud_params)" ] }, { "cell_type": "code", "execution_count": 37, "id": "81f25792", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "param_name = 'log_r_m_SiO2'\n", "vary_list = [-3,-2,-1,0,1]\n", "\n", "vary_one_parameter(model_slab, planet, star, param_name, vary_list,\n", " wl, opac_sio2, P, P_ref, R_p_ref, PT_params, log_X_params, cloud_params)" ] }, { "cell_type": "code", "execution_count": 38, "id": "58f8e1cd", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "param_name = 'log_X_SiO2'\n", "vary_list = [-20,-15,-10,-5]\n", "\n", "vary_one_parameter(model_slab, planet, star, param_name, vary_list,\n", " wl, opac_sio2, P, P_ref, R_p_ref, PT_params, log_X_params, cloud_params)" ] }, { "cell_type": "markdown", "id": "a688be10", "metadata": {}, "source": [ "#### Uniform X \n", "\n", "The uniform X model places a cloud spanning the entire pressure space where an aerosol has a constant mixing ratio. The model is defined by : \n", "\n", "* $\\log(r_m)$ : The mean particle size in ΞΌm (log = -3 -> 0.001 ΞΌm)\n", "\n", "* $\\log(X)$ : Mixing ratio of aerosol species within the slab\n", "\n", "Note that if you are loading in your own refractive indices, or using a constant refractive index, you will also need to define : \n", "\n", "$r_{i, \\rm{real}}$ and $r_{i, \\rm{complex}}$ are the real and complex components of the refractive index for the free case. " ] }, { "cell_type": "code", "execution_count": 39, "id": "b17f93e0", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "Cloud parameters (Uniform X) : ['log_r_m_SiO2' 'log_X_SiO2']\n" ] } ], "source": [ "model_name = 'Uniform_X'\n", "\n", "bulk_species = ['H2', 'He'] # H2 + He comprises the bulk atmosphere\n", "param_species = ['H2O']\n", "aerosol_species = ['SiO2'] # <---- Put aerosol species here\n", "\n", "model_uniform_x = define_model(model_name, bulk_species, param_species,\n", " PT_profile = 'isotherm', X_profile = 'isochem',\n", " cloud_model = 'Mie', # <---- Put cloud model here (Mie)\n", " cloud_type = 'uniform_X', # <---- Put cloud type here \n", " aerosol_species = aerosol_species) # <---- Put aerosol species list here \n", "\n", "print()\n", "print(\"Cloud parameters (Uniform X) : \" + str(model_uniform_x['cloud_param_names'])) # <---- Print the cloud param names" ] }, { "cell_type": "markdown", "id": "30ebb6a5", "metadata": {}, "source": [ "Can also easily add multiple species to this model" ] }, { "cell_type": "code", "execution_count": 40, "id": "5ba93ec4", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "Cloud parameters (Uniform X) : ['log_r_m_SiO2' 'log_X_SiO2' 'log_r_m_MgSiO3' 'log_X_MgSiO3']\n" ] } ], "source": [ "model_name = 'Uniform_X'\n", "\n", "bulk_species = ['H2', 'He'] # H2 + He comprises the bulk atmosphere\n", "param_species = ['H2O']\n", "aerosol_species = ['SiO2', 'MgSiO3'] # <---- Put aerosol species here\n", "\n", "model_uniform_x_two = define_model(model_name, bulk_species, param_species,\n", " PT_profile = 'isotherm', X_profile = 'isochem',\n", " cloud_model = 'Mie', # <---- Put cloud model here (Mie)\n", " cloud_type = 'uniform_X', # <---- Put cloud type here \n", " aerosol_species = aerosol_species) # <---- Put aerosol species list here \n", "\n", "print()\n", "print(\"Cloud parameters (Uniform X) : \" + str(model_uniform_x_two['cloud_param_names'])) # <---- Print the cloud param names" ] }, { "cell_type": "code", "execution_count": 41, "id": "b749c5bd", "metadata": {}, "outputs": [], "source": [ "from POSEIDON.core import make_atmosphere\n", "\n", "T = 1200\n", "log_H2O = -4\n", "\n", "PT_params = np.array([T])\n", "log_X_params = np.array([log_H2O])\n", "\n", "log_r_m_SiO2 = -2 # <---- Mean particle size of the SiO2 aerosols is 1e-2 microns\n", "log_X_SiO2 = -12 # <---- Volume mixing ratio of aerosol throughout the entire atmosphere\n", "\n", "cloud_params = ([log_r_m_SiO2, log_X_SiO2])\n", " \n", "atmosphere_uniform_x = make_atmosphere(planet, model_uniform_x, P, P_ref, R_p_ref, PT_params, log_X_params, cloud_params)\n", "\n", "log_r_m_SiO2 = -2 # <---- Mean particle size of the SiO2 aerosols is 1e-2 microns\n", "log_X_SiO2 = -12 # <---- Volume mixing ratio of aerosol throughout the entire atmosphere\n", "log_r_m_MgSiO3 = -2.5 # <---- Mean particle size of the MgSiO3 aerosols is 1e-2.5 microns\n", "log_X_MgSiO3 = -10 # <---- Volume mixing ratio of aerosol throughout the entire atmosphere\n", "\n", "cloud_params = ([log_r_m_SiO2, log_X_SiO2, log_r_m_MgSiO3, log_X_MgSiO3])\n", " \n", "atmosphere_uniform_x_two = make_atmosphere(planet, model_uniform_x_two, P, P_ref, R_p_ref, PT_params, log_X_params, cloud_params)\n" ] }, { "cell_type": "markdown", "id": "82e7109b", "metadata": {}, "source": [ "Since model_uniform_x_two has two aerosols in it, we have to make a new opac object with both aerosols in it. " ] }, { "cell_type": "code", "execution_count": 42, "id": "5551862a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Reading in database for aerosol cross sections...\n" ] } ], "source": [ "from POSEIDON.clouds import switch_aerosol_in_opac\n", "\n", "# Add SiO2 and MgSiO3 to original opac object, loaded in the beginning of this notebook\n", "opac_sio2_mgsio3 = switch_aerosol_in_opac(model_uniform_x_two, opac)" ] }, { "cell_type": "markdown", "id": "31392c34", "metadata": {}, "source": [ "Let's plot the mixing ratio of $\\rm{SiO_2}$ in the forward model atmosphere" ] }, { "cell_type": "code", "execution_count": 43, "id": "03ec667d", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_clouds(planet,model_uniform_x,atmosphere_uniform_x)" ] }, { "cell_type": "code", "execution_count": 44, "id": "44f634bc", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.contributions import spectral_contribution, plot_spectral_contribution\n", "\n", "spectrum, spectrum_contribution_list_names, spectrum_contribution_list = spectral_contribution(planet, star, model_uniform_x,atmosphere_uniform_x, opac_sio2, wl,\n", " contribution_species_list = ['H2O'],\n", " cloud_species_list = ['SiO2'],\n", " bulk_species = True, \n", " cloud_contribution = True,\n", " )\n", "\n", "fig = plot_spectral_contribution(planet, wl, spectrum, spectrum_contribution_list_names, spectrum_contribution_list,\n", " return_fig = True,\n", " line_width_list = [6,6,2,2],\n", " colour_list = ['black', 'gray', 'cyan', 'orange'])" ] }, { "cell_type": "code", "execution_count": 45, "id": "322e4a80", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_clouds(planet,model_uniform_x_two,atmosphere_uniform_x_two)" ] }, { "cell_type": "code", "execution_count": 46, "id": "2779f5cf", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.contributions import spectral_contribution, plot_spectral_contribution\n", "\n", "spectrum, spectrum_contribution_list_names, spectrum_contribution_list = spectral_contribution(planet, star, model_uniform_x_two,atmosphere_uniform_x_two, \n", " opac_sio2_mgsio3, wl, #<- Remember to use opac with both aerosols in it\n", " contribution_species_list = ['H2O'],\n", " cloud_species_list = ['SiO2', 'MgSiO3'],\n", " bulk_species = True, \n", " cloud_contribution = True,\n", " )\n", "\n", "fig = plot_spectral_contribution(planet, wl, spectrum, spectrum_contribution_list_names, spectrum_contribution_list,\n", " return_fig = True,\n", " line_width_list = [6,6,2,2,2],\n", " colour_list = ['black', 'gray', 'cyan', 'orange', 'purple'])" ] }, { "cell_type": "markdown", "id": "047a2ad9", "metadata": {}, "source": [ "#### Advanced: Hybrid Slab and Fuzzy Deck Models" ] }, { "attachments": {}, "cell_type": "markdown", "id": "8a4e8cb7", "metadata": {}, "source": [ "You can define multiple slabs where each aerosol is a seperate slab in the model. \n", "\n", "We can also combine a slab with an opaque deck, and combine a slab and a fuzzy deck model." ] }, { "cell_type": "code", "execution_count": 47, "id": "d655c48b", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "This mode assumes that the first aerosol in the list is the deck species, rest are slab species\n", "\n", "Cloud parameters (slabs) : ['log_P_top_slab_SiO2' 'Delta_log_P_SiO2' 'log_r_m_SiO2' 'log_X_SiO2'\n", " 'log_P_top_slab_MgSiO3' 'Delta_log_P_MgSiO3' 'log_r_m_MgSiO3'\n", " 'log_X_MgSiO3']\n", "\n", "Cloud parameters (opaque deck + slabs) : ['log_P_top_deck' 'log_P_top_slab_SiO2' 'Delta_log_P_SiO2' 'log_r_m_SiO2'\n", " 'log_X_SiO2' 'log_P_top_slab_MgSiO3' 'Delta_log_P_MgSiO3'\n", " 'log_r_m_MgSiO3' 'log_X_MgSiO3']\n", "\n", "Cloud parameters (fuzzy deck + slabs) : ['log_P_top_deck_Fe' 'log_r_m_Fe' 'log_n_max_Fe' 'f_Fe'\n", " 'log_P_top_slab_SiO2' 'Delta_log_P_SiO2' 'log_r_m_SiO2' 'log_X_SiO2'\n", " 'log_P_top_slab_MgSiO3' 'Delta_log_P_MgSiO3' 'log_r_m_MgSiO3'\n", " 'log_X_MgSiO3']\n" ] } ], "source": [ "model_name = 'Multiple_Slabs'\n", "\n", "bulk_species = ['H2', 'He'] # H2 + He comprises the bulk atmosphere\n", "param_species = ['H2O']\n", "\n", "aerosol_species = ['SiO2', 'MgSiO3'] # <---- Put aerosol species here\n", "\n", "model_multiple_slabs = define_model(model_name, bulk_species, param_species,\n", " PT_profile = 'isotherm', X_profile = 'isochem',\n", " cloud_model = 'Mie',cloud_type = 'slab', # <---- Put cloud type here \n", " aerosol_species = aerosol_species) # <---- Put aerosol species list here \n", "\n", "model_name = 'Opaque_deck_plus_slab'\n", "\n", "model_opaque_plus_slabs = define_model(model_name, bulk_species, param_species,\n", " PT_profile = 'isotherm', X_profile = 'isochem',\n", " cloud_model = 'Mie',cloud_type = 'opaque_deck_plus_slab', # <---- Put cloud type here \n", " aerosol_species = aerosol_species) # <---- Put aerosol species list here \n", "\n", "model_name = 'Fuzzy_deck_plus_slab'\n", "aerosol_species = ['Fe','SiO2', 'MgSiO3'] # <---- Put aerosol species here\n", "\n", "model_fuzzy_deck_plus_slabs = define_model(model_name, bulk_species, param_species,\n", " PT_profile = 'isotherm', X_profile = 'isochem',\n", " cloud_model = 'Mie',cloud_type = 'fuzzy_deck_plus_slab', # <---- Put cloud type here \n", " aerosol_species = aerosol_species) # <---- Put aerosol species list here \n", "\n", "print()\n", "print(\"Cloud parameters (slabs) : \" + str(model_multiple_slabs['cloud_param_names']))\n", "print()\n", "print(\"Cloud parameters (opaque deck + slabs) : \" + str(model_opaque_plus_slabs['cloud_param_names']))\n", "print()\n", "print(\"Cloud parameters (fuzzy deck + slabs) : \" + str(model_fuzzy_deck_plus_slabs['cloud_param_names']))" ] }, { "cell_type": "markdown", "id": "f50688b1", "metadata": {}, "source": [ "Let's define our two slabs ($\\rm{SiO_2}$ and $\\rm{MgSiO_3}$) to have different properties:" ] }, { "cell_type": "code", "execution_count": 48, "id": "ac4e8583", "metadata": {}, "outputs": [], "source": [ "from POSEIDON.core import make_atmosphere\n", "\n", "T = 1200\n", "log_H2O = -4\n", "\n", "PT_params = np.array([T])\n", "log_X_params = np.array([log_H2O])\n", "\n", "# Slabs \n", "log_P_top_slab_SiO2 = -5\n", "Delta_log_P_SiO2 = 1\n", "log_r_m_SiO2 = -2\n", "log_X_SiO2 = -12\n", "\n", "log_P_top_slab_MgSiO3 = - 3\n", "Delta_log_P_MgSiO3 = 1\n", "log_r_m_MgSiO3 = -2\n", "log_X_MgSiO3 = -13\n", "\n", "cloud_params = ([log_P_top_slab_SiO2, Delta_log_P_SiO2, log_r_m_SiO2, log_X_SiO2, \n", " log_P_top_slab_MgSiO3, Delta_log_P_MgSiO3, log_r_m_MgSiO3,log_X_MgSiO3])\n", " \n", "atmosphere_multiple_slabs = make_atmosphere(planet, model_multiple_slabs, P, P_ref, R_p_ref, PT_params, log_X_params, cloud_params)\n" ] }, { "cell_type": "markdown", "id": "7651fdc8", "metadata": {}, "source": [ "Since the fuzzy deck + slab model has three aerosols in it, we make a new opac with those aerosols. " ] }, { "cell_type": "code", "execution_count": 49, "id": "6fda5d81", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Reading in database for aerosol cross sections...\n" ] } ], "source": [ "from POSEIDON.clouds import switch_aerosol_in_opac\n", "\n", "# Add Fe, SiO2, and MgSiO3 to original opac object\n", "opac_fe_sio2_mgsio3 = switch_aerosol_in_opac(model_fuzzy_deck_plus_slabs, opac)" ] }, { "cell_type": "code", "execution_count": 50, "id": "15c99f5d", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_clouds(planet,model_multiple_slabs,atmosphere_multiple_slabs)" ] }, { "cell_type": "code", "execution_count": 51, "id": "acc39711", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.contributions import spectral_contribution, plot_spectral_contribution\n", "\n", "spectrum, spectrum_contribution_list_names, spectrum_contribution_list = spectral_contribution(planet, star, model_multiple_slabs,atmosphere_multiple_slabs, \n", " opac_sio2_mgsio3, wl,\n", " contribution_species_list = ['H2O'],\n", " cloud_species_list = ['SiO2', 'MgSiO3'],\n", " bulk_species = True, \n", " cloud_contribution = True,\n", " )\n", "\n", "fig = plot_spectral_contribution(planet, wl, spectrum, spectrum_contribution_list_names, spectrum_contribution_list,\n", " return_fig = True,\n", " line_width_list = [6,6,2,2,2],\n", " colour_list = ['black', 'gray', 'cyan', 'orange', 'purple'])" ] }, { "cell_type": "markdown", "id": "70a27b6a", "metadata": {}, "source": [ "Now let's add an opaque deck to our multiple slab model (spanning $100$ to $10^{-2}$ bars)" ] }, { "cell_type": "code", "execution_count": 52, "id": "2f4b0cf7", "metadata": {}, "outputs": [], "source": [ "# Opaque + Slabs\n", "log_P_top_deck = -2\n", "\n", "cloud_params = ([log_P_top_deck,\n", " log_P_top_slab_SiO2,Delta_log_P_SiO2,log_r_m_SiO2,log_X_SiO2,\n", " log_P_top_slab_MgSiO3,Delta_log_P_MgSiO3, log_r_m_MgSiO3,log_X_MgSiO3])\n", "\n", "atmosphere_opaque_plus_slabs = make_atmosphere(planet, model_opaque_plus_slabs, P, P_ref, R_p_ref, PT_params, log_X_params, cloud_params)" ] }, { "attachments": {}, "cell_type": "markdown", "id": "f08b3529", "metadata": {}, "source": [ "Note that the contribution function does not show the deck seperately. However, as shown before, it just flattens the spectrum" ] }, { "cell_type": "code", "execution_count": 53, "id": "b9550fc6", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_clouds(planet,model_opaque_plus_slabs,atmosphere_opaque_plus_slabs)" ] }, { "cell_type": "code", "execution_count": 54, "id": "434b8e58", "metadata": {}, "outputs": [ { "data": { "image/png": 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lyuDn58fvv/+u6atw4cIEBgZy+vRpateurTk+cuTIVMdgYmJCpUqVAOjXr1+axl2jRg2USiXFixcnMjJSM/tRvHhxXr58mfYX4Aty6tQpzeuno6ND1apVOX36NBUrVkzStnDhwixfvhylUomWlhYeHh6ZPp4nT57w8uVLqlSpAkCZMmWIiIjg3r17VK9ePcXrrl69irm5ORYWFsD/338AJUqUQKlU0rVrVzp06ED//v3TNBZJsRNCCCGEyCQFChRg69atmdLPp+ratWuSYyqVCqVSSWxsbIb6fPLkCYULF6Zhw4Y0bNiQMWPGULNmTdzd3TUfbBUKRZLr1Go1KpWKmTNnas6Hh4djYGCgSddLK11d3STHFAoFKpUKiJ+JSOmahPvo6ekluS4rqXQKEFTl098XKp1Pf1+kJLVdfcaOHUvDhg0ZMmQIAGvXrv1ofwULFsTa2pqHDx9SoUKFROdu375NxYoVNUH1x+4PKf+MU7vO2NiYU6dOcfHiRXbv3s0vv/zCyZMnP7ouLy2kzHcGODk54eLiku7rqlSpgqGhoSavt1mzZonOHzt2DIVCwZo1axIdX7BgARYWFiiVSiwsLLh27Zrm3KNHj1AoFHTv3j3Ve6vVavbs2UOjRo2wsrLCwsKC0qVL06pVK+bOncvjx481bQcPHoyFhQUKhQJdXV0sLCywsLDAyMiIIkWKMHDgwHTtMO7m5ka5cuUoXrx4im2KFy+OmZmZ5l7vf2lra9OzZ0/N2MzMzFAoFMyYMSPNYxBCCCE+lZaWFqampp/89anrj5Jjbm6umS25detWhvr466+/OHnypOZ7hUKBQqGgUKFCmmNXrlwB4j9XuLq60rBhQ0qXLo2lpSUXL14E4quNJaS1NW3aNFHFsRUrVmgW/uvp6REXF8fdu3e5fv16lj5bllJoodI1/eSv9Kw/+pjGjRtrXveYmBhu3bqFvb098P/X3dvbmzNnzhAUFKRZp/XixYs032PKlCmsWrWKN2/eaI4dO3aMuXPnJgqOAEqXLo2ZmZnm5/fo0SP09fUpX748kPLPuGbNmvj7+2s+dya8/xLa7d27F1tbW5YsWYKJiQne3t4fHbeLiwtOTk6ptpEZpAzIaIrdrVu3mDdvHk5OTixbtixJTuypU6cAOHnyJN99953m+MSJE2nTpg0DBw7k8uXLia7Ztm0bAAcOHODNmzfkyZMn2XuPHz+epUuXsm7dOnr27Im2tjavXr1i2rRpTJ48GaVSyaRJk4D4KjarVq1CoVBQv359zpw5A8QvTj1w4AC9e/fm5MmTXL16FRMTkxSfNzY2ljlz5mj+5/lYvrWbm1uSIOrVq1cUKVKETp06acY2adIkSpQokWpfQgghxJfC1dWVvXv34u3tjZOTE1OnTsXAwCBRm7FjxzJy5EgqV66MoaEhly5d4vDhw7x+/RpPT0/Wrl2LtbU1a9euxdPTk23btiX5HFKnTh1WrVrF+fPn0dLS4sWLFyxcuDBRgGRgYMD06dN59OgRderUoW3btigUCtatW8eCBQs4duwYoaGhzJgxA4VCQbdu3Xj+/Dnjxo1DX18fQ0NDTcqdo6Mjv/32G9ra2kyfPp1FixYRHByMk5MTs2bNQls7/mPq8OHDmTdvHtWqVSNv3rya8ZcuXVrz2alJkyaa4O7nn3+madOmmnMNGzZMU9GB3GrevHkEBwezZcsWihQpQoUKFZg5cyYzZsxg2rRpvHr1ivHjx2tSF1u2bMmKFSs4ceIEgwYN4scff2TOnDncuXMHQ0NDABYuXEi9evU0r2H9+vWTlA1v27Yt+fPnZ/z48eTPn5/o6Gi0tLQ0aaAzZ84E4otJTJ06lXXr1rF06VKKFCmCt7c369at07yPU/oZ9+rVi0WLFjFo0CAqVKhA/vz5CQ4OZtmyZbRr146//vqL27dvEx0dTYMGDZLMZiUnLSl2CvXH5ryExsd23U0LV1dX6tatS//+/Vm3bl2ic7Vq1eLhw4fo6enx8uXLRFPSy5Ytw8/PL1F5TwAbGxt0dXVxd3dn8+bN9O7dO8k9X716hYWFBT179tQskkygVqupVq0aPXr00ARICRQKBXZ2dpoAKcGkSZNYsGABs2bNYurUqSk+67x587hw4QJr166lbt26ADx9+jTZtt9++22Sv4QBlixZwuzZs/H19dVMoT99+pQSJUowffp0mUUSQgiRqRL+rX/w4AHGxsbZPZwcJa375wiRU4SFhWFjY4OzszNv375l5MiR6OrqfvQzvaTYfWY1a9YkX758iaawAYKDg/H19aVHjx68evWK27dvJzp/6tQpmjZtmuiYm5sbkZGR/PLLL8D/Z5M+9PjxY1QqFebm5knOKRQKxo4dS+XKldP8DAnBzoezWR/q3bs3hw4d0iysS82mTZuSBEcJx3v16pVsTrIQQgghPo/9+/dz5coVdu/eneQzihBfGgmQMiCja5AgPn+5UaNGPHv2LFGVkDNnzmBnZ0eTJk0AEgVQKpUKV1dXbG1tE/W1fft2unfvTtOmTbGwsODEiRP4+/snuWdC4LFv3z5CQ0OTnO/Tp0+yJRlTkrCI7sP80g9ZWVmluc/k3Lp1ixs3bqRaxWbFihWUL1+eAgUKUKlSJf74449PuqcQQgghkmrfvj3//PMPe/bsSdcvVYXIadKyBkkCpAyYO3fuJ+2BlBAEJeR1QnxA1KRJExo3boxCoUgUIF27do1y5colKuepUqnYtWsXPXv2RKlU0q1bN+Li4ti1a1eS+5UoUYKaNWvi4eFBhQoVWLBgQYqpbmlx4cIFgCS5qJlt48aNVK1ala+++irZ8zt37sTX15fr16/z8uVLWrduTffu3dmzZ0+WjksIIYQQQuRODg4OSZasfEgCpGyQ3CxRQoBkZmZG5cqVOXfunKZM56lTpzTXJDh16hQFChSgatWqAJoqb9u3b09yP4VCwY4dO/jqq6/w9vbWFDn46quvWLRoUbKzSsmJiIhg69atrFy5knLlyjF06ND0P3waxcbGsn379lRnj9RqNXPmzEFfXx9dXV3mzp2LmZkZo0ePJi4uLsvGJoQQQgghvlwSIGXAp6TYAVSuXBlzc3NOnz4NgK+vL1FRUZrKbE2aNCEsLExTnjG59Ufbt2/XBEUAtWvXpnTp0ly+fDnZDb5Kly7N1atXOXjwID179iRfvnzcuHGD8ePHU65cOW7evJnsWC9evKgpt21pacmsWbMYPHgwFy9ezNLNco8cOUJgYGCqu1/b2dklKmShra1N8+bNefHiBVevXs2ysQkhhBBCiNxJUuyyyKem2CkUCuzt7Xn58iXu7u6cOnWKxo0ba86/P8MUExPDzZs3E+1CHRUVxZ9//pkoQALo0aMHkPwsUsJ927Zty7Zt23j16hUHDhygbt26+Pr6Jior/r769evj5+eHn58fQUFBPHz4kF9//VWzyV2tWrUS7Vn0sR2y02rTpk04OjqmWho8uaIOhQsXBsDT0zNTxiGEEEIIIb4caUmxk32QskmTJk34448/OHXqFDdu3Ei0aaydnR1aWlqcPHmSxo0b89VXX2n2AgA4dOgQ4eHh1KtXL1GfCWll27dvZ8qUKaneX0dHB0dHR1q2bImNjQ1ubm6p7qOUEjc3t3S1T4vAwEAOHjzI3r17032tVK0XQgghhBCfQgKkDHBycsLR0fGTZpESUuYSAqT3I9m8efNSs2ZNLl26xKFDh5Kk123bto3ffvuNAQMGJOm3bt26uLq6cv36dU1xAy8vL+rWrYuPj0+S9jo6OtSsWRNPT08iIiLSHSBlhR07dmBiYkLLli1TbZew4/L7fH19AWQjWSGEEF8MV1dXFi9ezL1793B0dCQqKop79+7xww8/4OjomOq17u7uzJo1C0tLS5YsWcKyZctYsWIFJ0+epGjRoqlee+XKFX7//XcKFixIREQEvr6+DB8+nAYNGmTm4wFw9+5dJk2axIEDBzK97y/d8ePH2b17NyYmJoSFhRESEqJJIfvwNT116hTbt2/HyMiI6OhodHR0mDhxIkWKFAHif8l+9uxZLC0tefLkCW3btuXrr7/OlufKKi4uLhw8eDDVNrkuQAoICGDYsGG4urp+NI3q9evXjB49mjt37mBkZIRarWbBggWa6mtRUVHMmDGDM2fOEBsbS758+XB2dsbGxibVfufOnfvJ629Kly6NtbU1R48epVSpUkn2CmrSpAmurq6sXLmSs2fPao6HhIRw4sSJJJvMJujWrRuurq5s375dEyCpVCp8fX25fft2ktKcarWa+/fvU7RoUczMzD7pmTLLpk2b6N27d6JZs+ScPXsWtVqtWYcUExPD8ePHKVKkCDVq1PgcQxVCCCGyXJ06dejcuTMbNmzQ/EJ1//79/Pjjjx8NkCpVqkTnzp25dOkSACNGjGDr1q1puu+wYcPYu3ev5sPzxo0buX37dpYESDY2NqxYsSLT+/3SRUVFMXbsWC5fvoyhoSEAs2fPxsPDg1atWiV6TY8cOcKSJUvYvXu35nPs+fPn6dixIy4uLhQoUIAjR46wcuVKjI2NCQoKokaNGtSuXZvixYtnx+NlCQcHB+rVq4ezs3OKbXLVGiR3d3e6dOlCwYIF05RKNWLECDw8PLh8+TLnzp2jW7dutGnThrCwMADGjx/P6dOnOX36NG5ubjRs2BAHBwfCw8Oz+lEAaNy4MVFRUUkq1MH/1yHp6OhoKtUB7Nmzh0aNGmnWAH2oW7duKJVKduzYodmvKME333zDpUuXNKl4L1++ZOjQobi7u7NgwYLMeqxPcu/ePdzc3FKtXpcgODiYKVOmEBkZSUxMDD/++COvXr1i8eLFaGlpfYbRCiGE+C9RqVRERER88teH/z5nREBAgGYt7pEjR2jQoIFmq4/58+djaWn50T4ePnxIgwYNGDJkSLKbv4aFhfHixQvN9z179uSbb74BYNq0aVhaWrJq1SomTpyo2Scpwdq1a5kwYQLTp09n9OjRvHnzBoAXL14wePBgZsyYwaBBg5g5cyYAM2fO1GxED3Dnzh2GDRvGrFmzGDRoEFeuXAHg0aNHDBgwQHM8I+n4mU0VpyIiIOKTv1Rx6X9fREVF8ebNm0RZNWPHjqVJkyZJXtPZs2fzww8/JPolf8OGDSlZsiQbN24E4n9JbWxsDECBAgUwMjJKdo/NL12umkEyNTXFxcWFHTt2cPjw4Y+2v3nzJm3atEFHRweIDzqGDx/OgwcPqF69OmvXrmXZsmWa/YVGjhzJjBkz+Ouvv1KtnpZZmjZtyqZNm5INkGxtbdHT08Pe3l6zIevXX3/N4cOHUSgUVKxYkTt37iS65tChQwwcOBAAb29vLCwsWLJkCV27dmXPnj38/ffffPfdd7x+/Zro6Gi0tbWpXbs2J06cSDSGwYMHs2/fPuD/Vexq1KiRptf8fU+fPtX8j/nq1SsAzUzZ5cuXk/1txKZNm6hTpw7ly5dPts/Bgwdr/jIcNGgQ2traVK5cmVevXmFpacmOHTvo1q1busYphBBCpEVUVBRHjhz55H5atWqFgYFBuq/z8fFh2rRpBAcHc+PGDX799VdNf+9X1500aRLLli37aH9Xr17l+++/p0+fPsmenzx5Mr169aJ27do0a9aMtm3bYm5uDsCsWbNYu3YtlSpVYvDgwdy/f5+uXbvi6urK1atXOXr0qGZfwvnz57Ns2TKcnJwYNmwYAwYMwNHRkbi4OL799ttE/UF8RsjAgQPZvXs3VlZWeHh40LVrV9zc3Ni0aRPVq1dn6NChhISE8Ndff6X7dcxsUUFRHPkmE94XW1thYJq+90XevHkZOnQozZs3x87OjqZNm9KmTRvy5cuX6DV9/fo1T58+pWzZskn6sLGx4fr16wCaz5wAt27dwsLCgpo1a37CU+VOuSpA+jAN7WM6derE/v37cXJyIl++fOzcuRMzMzNsbGwICAggIiJC8z86QP78+dHX1+fff/9NNUDKjDVIAL1796Z3797JnjMwMCAyMjLRsT/++CPV/tq2bYufn1+y5zp37kznzp3TNK5Vq1axatWqNLVNTfHixVMcT0rmz5+f6vnkxjZt2rR0j00IIYTIbRK224D4mZg2bdpw8OBBrK2t093Xhg0bOHHiRKJN6z/Us2dPTfB17Ngx5syZw6JFi+jUqZOmTa1atQAoV64cKpWKu3fvcurUKUJDQzX/Pr9+/Zr8+fPz9u1b/v33X37//XcAtLS0kk33e/LkCX5+fpp2EF+lNjAwEDs7O8aMGYOXlxeOjo707ds33c/+pRk7diy9evXi6NGj7N+/n5kzZ7J+/XpsbW2TtH1/e5TUhISEMHfuXNasWZMoaPoSfJFrkNJj1qxZhIaGUqxYMczMzDA0NOTMmTMYGxuTJ08eDA0N8fLy0rQPDAwkMjKSwMDAVPvNjDVIQgghhMhd9PT0aNWqVab086msrKywsrLi0qVLmgApIXUvJibmo9fb2Njw+PFjlixZwrhx45Jtk7B2uXv37nTv3p2tW7fi7OycKEBK6QN35cqVNcGcWq1OlFr4sQ/parUalUrFzJkzNW3Dw8MxMDCgefPmXLhwgUOHDjFjxgxq1arFvHnzPvq8WUmvgB6ttmbC+6JAxt4XCT+nvn370rdvX+bNm8fvv/+eKEAqWLAg1tbWPHz4MEmWzsOHDxNtJxMcHMyYMWOYM2fOF7X2KMEXtwYpvYYPH87Fixfx8PDg0aNHjB8/nh49ehAYGIhCoWDQoEGsXLmSgIAA1Go1s2bNQldXN1P+4hJCCCHEl0WpVGJgYPDJX5nxG/mIiAi8vLwoWbIkAObm5pq1Irdu3fro9fXr12fx4sVs376dGzduJNtm0qRJSdZlf7i2KWFt0P3791EqlVSoUIGmTZty6dIlYmNjgfjf2K9atYo8efJQp04d/v33X+D/qXQfrisvXbo0lpaWXLx4UfOsCZk9ixcvRq1W07NnT5YuXaq5f3ZSaikxMDX45C+lVsbeF6NGjUqyri25NWhTpkxh9erVmvVgEL/kwdPTUzMT9/r1a8aMGcP06dMpXbo0bm5u7N+/P0Pjys2+2Bmk8PBwVq5cycaNGzExMQHiixRMnz4dZ2dnpk6dysKFCzExMaF9+/bo6OjQt29fypYtS6lSpVLt28nJCV1dXSA+Cv3UVDshhBBCiJS4urqyd+9evL29cXJyQqFQ8Pz5c4YPH65JcevZsycjR47Ez8+P6tWrA/GL8jt27MjevXvx8/Pj8OHDPH/+nODgYBYtWsS4ceOwsLDghx9+YOTIkXTv3j3Rfe3s7Bg0aBBFixYlKiqKoKAg5syZk6jN3bt3OXDgAPfu3WPlypUYGhrSoEEDBgwYwA8//ICVlRWRkZFMnz4dgOXLlzNnzhzc3NwICgqid+/eKBQKTbGG2bNnM3XqVNatW8eCBQs4duwYoaGhzJgxA4VCgYWFBaNHj6ZYsWL4+PgwefLkrH75c7zq1aszcOBALCwsCA8PJzo6mjlz5iR5Tdu2bUuBAgWYMGEC+fLlQ61Wo1arOXz4sKb415AhQ7h+/Trt2rUD4oPYhJ9dbuft7c2ECRNQKpVER0en2lahzoU7a27cuJEZM2bw9OnTFNuEhoZq1h29v2i/fPnytGzZUrOw8X1v376lUKFCXLhwIVHluA/7DAkJkRQ7IYQQ4guU8G/9gwcPNNW8RPIsLS2T3WNRiJwiLCwMGxsbnJ2defv2LSNHjkRXV/ejn+m/qBS75cuX06NHDyC+qkejRo3YtGmTJhf33LlzPHz4ULMB6dSpUxNVo5k+fTodOnRINjgSQgghhBDxEgowSKEk8SXKVQFSREQE9vb2zJ8/Hz8/P+zt7RNtgOXl5cX9+/c13+/YsYOCBQtSt25dGjZsyOjRo1m/fr0mJa548eKMHTuWhg0bUqdOHbS1tVPcgPV9Tk5OicppCiGEEEL8l8yaNQsfHx9NIQYhcgsXFxecnJxSbZMrU+yyi6TYCSGEEF82SbET4sshKXZCCCGEEEII8YkkQMoASbETQgghhBAi90lLip0ESBkwd+7cLCvtvWfPHho1aoSdnR12dnbUqFGD1q1bs3Dhwiy5X1oEBwd/tGpgRvzyyy9Uq1YNhUKR5r7/+OMPWrRogZ2dHY0aNaJu3bq0a9eOVatW4evrm6njS3DmzBmWLFmS7uvq1q3LmDFjgPgyqPb29ujr6zNjxoxMGdfTp0+ZMWMGwcHBiY77+flhamrKX3/9lSn3SYu2bdtSvHhxFAoF9vb22NvbU6tWLcqXL8/kyZN5+/YtAC1atMDCwgJ7e/t032Pfvn1s3LgxcwcuhBBCiP8UBwcH5s6dm2qbL3YfpNxo8+bNfP/995w5c4a6desC8fXnJ02axNy5c5kwYUK2jCs4OJiZM2dib2+fqTsqjxkzhurVq9O4ceOPtlWpVPTp0wd3d3f27NlD6dKlAYiNjWXVqlUMGTKE+/fvZyiQ+ZgzZ86wceNGRo0ala7rypQpg5WVFQAVKlTgzJkzmfr6PX36lJkzZ9K3b1/y58+vOa6vr4+NjY1m/6/PIWFH85kzZ3LmzBnN8atXr9KwYUMePnzI7t27OXbsGH379s1QsL1v3z6ePn2q2cxOCCH+K1xdXVm8eDH37t3jhx9+YMiQIQQFBTFjxgx2797NN998Q5cuXVi9ejXW1tb4+flhYWHB1KlTNZvShoWFMX/+fF6/fo2+vj5BQUG0bNlSU/1X5D5nz57F2dkZV1dX/vnnH4oWLZrofO/evblz5w59+/ZlxIgRKfbj7+/PrFmzMDQ0BOI/X7Rs2ZL+/fsD0KFDB3766ScqVqwIwMuXL5k/fz5RUVHo6OgQEhJCz549adGiBQBBQUFMmjQJCwsLoqOj8fDwYM6cOZQpUyYrXoYsIQFSDrJr1y4qV66sCY4AdHR0mD17NidOnMjGkWW/xYsXs2vXLu7fv59oI19tbW2GDRvG1atXs3F0yduyZUu23Dd//vxcuHAhW+79oRo1atCsWTP+/PNP3r59i5GRUXYPSQghcp06derQuXNnNmzYwJAhQwAoUKAA48aNY/fu3UyfPp3ffvuNvn370rBhQwBatWrF7t276datGzExMXTr1o1+/frRtWtXACIjI+nbty/BwcH88MMP2fZsIuPs7Ozw8/PjxYsXLF26lEWLFmnO3bx5Ew8PD0qUKJFqcAQwb9487O3t6dKlCwAPHz5kzpw5mgBp2bJlFClSBIj/pXnHjh1ZtGgR9evX1xzr0qULUVFRODo6EhkZyVdffcXgwYMBWLhwIQsXLmTNmjWZ/hpkFUmxy4CsWoOUP39+7t+/j4eHR6LjhoaG3Lx5U/N9QpqSnZ0dM2fOpHnz5tjY2FCnTh1cXV0TXfv48WM6duzIV199pUl9Onv2bKI2r169on///lSsWBE7Oztq1qzJ6NGj8fHx4fjx45qdtUeNGoW9vT3du3cnJCQEe3t78ufPz7fffsucOXNo3bo1hQoVolq1agBs27aNBg0a0LhxYxo0aICDgwO3bt1K9+uiUqlYtGgRjRo1ShQcvW/atGn07t1b8/3bt28ZNWoUFStWpG7dulStWjVRSfhdu3ZRt25dFAoFmzdv5ptvvsHW1pZy5cpx4MABTbuxY8eyceNGTVl5e3t7Nm7cmOj6rVu30rt3b+zt7dHW1mbJkiW0atUqxVSyyMhIhg8fTtOmTbG2tqZz5874+fkBcPjwYU2/CTMxZ8+eTXJsy5Ytmhmt7t27Y29vz6hRo3jw4EGKqXx//PEHtWrVonbt2lSsWJG+ffvi7+8PkOTnOXv2bBwcHChdujRDhgwhLi4uPT+yRBJ2q06tDw8PDzp37kzlypWpWbMmDRo0SPRLgV69enH06FFu3Lih+TkcPXo0w2MSQoiMiAMClMpP/sr436gpGzNmjCY4AjQzSQD79+8nLCxMExxBfLbB2LFj+eWXX4iIiMiCEf2HxMWhDAj45C8y+G/t0KFD+fPPP3n+/Lnm2MaNG+nZs6fm+wcPHtC5c2fGjBnDokWLqFGjBkOHDiU8PJywsDBevHihaVu2bFl+/fVXIP6907NnT/bs2QPAhg0bKF68uCY4gvjPr0OGDNGkrRUuXFgTHKnVap4+fUr58uUz9GxZIS1rkGQGKQPmzp2bJWW+E97glSpVokuXLrRr146mTZtSoECBRO0S0pS2bt1Kz549OX78OAAjRoygRYsWPHr0CHNzc16+fImtrS39+/fXrEc5fPgwTZs25fLly9SsWZPIyEhN6tz169fR1dXFx8eHmjVrYmdnR4cOHShTpgwlSpRgyZIliT7wnzlzBnt7e/bv38++ffuYMmUKnp6e9OnTB4j/ED906FDN9P2aNWto2bIl9+/fT9fr9+DBA/z9/alcuXKKbUqUKEGJEiU037dr146QkBAuXbpE3rx5uXfvHnXr1uXVq1fMnDmTbt26UadOHUqUKMHWrVvZv38/BgYGLFy4kG+//RZvb28MDQ1ZvHgxxsbGbNy4MVHqGKC5fs2aNRw4cIB8+fLx008/oaenx5EjR1JMJVu7di0nTpygWrVqvH37lmbNmtGpUycuXrxImzZtqFixYqJnsbOzY+fOnYmO9e7dm6JFi9K4cWN27tyZKHUvuVS+zZs3079/f06fPk3Dhg2Jjo6mU6dO2NnZcfXqVfLly6f5eR44cIDjx48zdepUXrx4QcmSJWnQoEGiv2jTav/+/Zw4cYJvv/02xZ+5v78/tra2tGvXjj179qBQKNi+fTsODg64uLjQrFkztm3bpnk9P/w5CCHE5xKkVPLNB/8mZ8TWoCBMVap0X+fl5aX54AkQHh6u+XNCKl3C8du3bzN16lQArl27RtmyZZP0Z2Njw9u3b3n48CFVq1ZN93hEPGVQEAW++eaT+wnauhWVqWm6rytRogSOjo6aWaSbN29Srlw5dHR0NG1GjhzJ0KFDcXR0xNPTk19//ZVJkyZhaGjIsGHD6NevH4cPH6Zly5a0bt1aE9C0b9+e06dPa/q5fv16iu+lZ8+e8fr1awoWLAjAgQMHWLduHVZWVh+dxfqcHBwcqFevHs7Ozim2kRmkHKR+/fpcu3aN7t27s3//frp27Yq5uTnt2rXj9u3bSdqbm5vz/fffa76fNm0aoaGhLF++HABnZ2cCAwOZMmWKpk2bNm0oW7asZhp2x44d3L17l6lTp6KrqwuApaUlP/30U5Jc1pRUrlxZEziVKFGC8+fPA7By5Uq+/vprTbs+ffrg6+ubZJbrYwIDAwHSvB/F6dOnOXXqFOPGjdN8KC9fvjy9evVi4cKFhIWFJWrfs2dPDAwMgPjZueDgYB49epTm8fXp04d8+fIBMHny5I+mKjRv3lwzy2ZkZMS4ceO4dOkSJ0+eTPM902vq1Kk0a9ZM89tFXV1dpk2bxv3799m2bVuitlWrVqVmzZoAWFlZUaFCBdzc3NJ8r/eLNKxYsYJVq1alOq3u7OyMn58fM2fORKFQAPE/ExsbG6ZPn57eRxVCiC+WtbU1q1at0nz99NNPSdqo1WomT57M9OnTNetg1Wq15u/X9yV3TOROo0aN0swibdy4MVFWTVhYGLdu3dIs4ShRogRmZmaa89WqVcPV1ZXx48fj5+dHx44dU5xhSem9lJx27dqxf/9+rK2tGTp06Cc83ecnM0gZ4OTkhKOjY5ZUsitfvjzr169n9erVXLhwgb1797J+/XpOnjyJu7t7olmEEiVKJHqTmpqaYmJioklju3LlCkqlkjZt2iS6h0ql0gQJV65cAaBcuXKJ2vTr1y/NY06p8EBoaCjffvstHh4emuALwMfHJ819A5rfRLx58yZN7VN6pvLlyxMZGYm7uzv16tXTHH8/EEwIdD6sDJea9BZeKFmyZKLvE34Tc+vWLZo2bZquvtLi1atXeHl50bFjx0THE347dOXKFb777jvN8Q8D43z58qXr9UjvDM+VK1fIly8fFhYWScZ36NChdPUlhBBZqYBKxdagoEzpJyuo1WqmTJlC8+bNE31GqV69eqI08wQPHjzA0NAw2RkBkXaqAgUI2ro1U/rJqIRZpOHDh9OqVStNwYW0uHPnDhUqVKBFixa0aNGCwYMH07BhQ8aPH58ki+mrr75Kdt33w4cPKVasGAULFiQiIgItLS3NZ78OHTrQrFkz4uLi0NLSyvAzZhYXFxcOHjyYahuZQcqArCrzHRAQQGRkJBBfnMHe3p7ly5dz4sQJwsPDE62NSc37QZOenh5nzpxJ9HX//n0OHz4MxP9l+qmSe7O/ePGCRo0aoVarOX36tObeGbln2bJlMTc3T/P6pZT6T+n4++NPeO3SM8bM+p894d7J/WYmNjY2w/2m9/X+8HkUCkWmvE9Skt6flxBCZBctwFSl+uSvrPiIGBcXx6RJk2jSpAmtW7cG0KTYtW/fHgMDg0TbP0RHR7NkyRLGjx+vyaIQGaSlhcrU9JO/+MTPE6NGjUKlUiWaPYL4DJwqVapw+fJlAJ49e0ZAQIDm/Jo1axKtdU+4JrnU+H79+uHh4cG///6rORYWFsaqVas0GUsHDhzgjz/+0Jx/8OAB1tbWOSI4AinzneuMGzeO5s2b06tXr0THK1SoACTOLwbw9PRMNNUZEBBAYGCgZq1OrVq1OHLkCF5eXlhbW2uu+/PPP/H19WXo0KHUqlWL3377jQcPHlCnTh1Nm7/++gtTU1MaNmyY5L5v3rzBwMAg1Tf6v//+S1hYGN26dUNPTw/4/2L99FIqlUyaNIkJEybg4eGRZAYG4tMTy5cvz7p166hVqxYA9+/f16SyJXyvr6+f6lqmlO6fQKVS8fbt2zSn+yXnwyIcDx48ANCMK2EWKzQ0VNPGy8sr1XEltDc2Nk4SYJmbm1OsWDHu37+f6Pi9e/cANK9Xdkl4nyaUpU1w//79RGN7/3ljY2OJioqSqnhCiP8EV1dX9u7di7e3NytXrtSU+U5Il585cyZFihThjz/+SFTAJmEbDV1dXfbu3cuiRYu4dOkSWlpahISE0L17d9q2bZstzyQ+XcL7Ik+ePJiZmVGmTBnNL9PPnz/PoUOHePr0KatWrWLp0qX8+OOPnDlzBisrKwoVKqRZo9S4cWMWLFhA8eLFUavVvHjxgt9//x0tLS0OHjzItWvX8PHxoXLlylSoUIFDhw7x888/8+eff6JQKAgJCWH69Omawg0VK1Zk/vz53L17F6VSiaenJ7/99lu2vU4ZIQFSBmRlit3PP/9M48aNsbS0BOL3Qfrpp5/ImzdvkhSp0NBQ1q5dq0mPmjVrFnnz5mX48OFAfNGH33//nR9//JFNmzahra3N8+fPmTBhAps2bQKgR48eLFq0iJ9++om9e/eio6ODh4cHw4cP1xR/MDMzQ0tLS/Pbhho1arBv375UK5JUrFgRLS0t/v77b9q1awfEr3fKqFGjRnH37l06derE3r17NdXsIiIimDJlCv7+/poKK40bN6Zp06YsWrSI1q1ba4o0bNu2jQkTJpAnT5503btw4cIEBQWhUqlwdXVl1KhR6V5H9b7Dhw9z69YtqlSpwtu3b1m8eDH16tXTpNflz5+f0qVLc/LkSdq1a0dcXBwbNmxIdlwQHxgXLlwYa2trvL29kw0aZs2aRf/+/Tl37hyNGjUiJiaGWbNmUa5cuSQB+eeW8D6dPn06q1at0hRpePDgQaJqkYULF9b8xmr37t3s27ePXbt2ZdewhRDis6lTp06i38hDfJnvpUuXsnTpUs2xkSNHptiHkZGRrOv8wiT3vkjQsGHDRFUNL1++zK5du9DR0SE4OJht27ZRqFAhIH6GsX379sn24+joiKOjY6JjBQsWZP78+SmOq1KlSmzNhJTDrJKWFDuFWvJY0iw0NJR8+fIREhKSJVXs/vnnH7Zs2YKbmxvGxsbExsYSHBxM+fLlmT59eqKZj4SKXh07duTIkSN4enqSL18+li1blmgfJQ8PDyZMmMDt27c1QdfEiRNp2bKlps2rV6+YMGEC//77L6bvqqdMmzYt0XqYuXPnsmnTJkxMTKhRowZLly6ladOm3LhxA319fcqVK8fixYupUaOG5ppdu3Yxc+ZMlEolpUuXplatWkyZMgUbGxv69u2Lrq4umzdv5ubNm9SpU4fRo0fTrVu3VF+jvXv3smrVKiIjI9HS0iI8PBx7e3vGjRuHubm5pt3bt2+ZPHkyx44dw9jYmIiICAYOHKiponL48GFmz56Nq6srVatWZcKECRQpUoSJEydqjo0aNUqzR0THjh0JCwtDoVAwe/Zs4uLiEl1fpkwZdu/erbl/q1atuH79OpGRkVSrVo2lS5cycuRILl++zA8//EBoaCgeHh48fvyYWrVqsXLlykSzJ//88w9DhgxBX18fKysr+vTpQ8eOHalatSr9+vXT/CM4dOhQTp8+TZ48eejYsSOdOnVi0KBBXL58GQsLCxo3bqwJrnbt2sXPP/+MUqnk7du31KxZk4ULF1KoUCHi4uIS/TxbtGjB5s2badWqFZcuXUJfXx97e3t27tyZ7M+lbdu2uLu78+zZM+zs7KhQoQIrV65M0q5FixbcunVL87rs37+ffPny8eTJEyZMmMCDBw/Q09PTlClv3ry55tqnT5/SpUsXdHV1iYuLY+XKlYneb0IIkRkS/q1/8ODBJ2ULCJGT7Ny5k9OnT2NpaYmvry/ffvttovXYX6qwsDBsbGxwdnbm7du3jBw5El1d3Y9+ppcAKR2yOkBKDyl5LIQQQmQ+CZCE+HJkNECSIg1CCCGEEEII8Y4ESBng5OSUaG3E59aiRQuOHj3KjRs3sLe3JyQkJNvGIoQQQgghRG7h4uKS4j5PCaRIQwbMnTs3W1Psjh07lm33FkIIIYQQIrdycHCgXr16ODs7p9hGAiQhhBBCiA8kbKguhMi9Mvr/sQRIGZCVZb6FEEIIkX10dXWxsLCgZs2a2T0UIUQmKFCgANra/w95pMx3JstJVeyEEEIIkTUiIyN58+YNv/32G/nz5091Y3QhRM6mra2NUqkkKCgozVXsZAZJCCGEEOI9+vr66OjoUKRIEV6/fp3dwxFCZIKCBQum+ZcdEiBlgKTYCSGEEF82LS0tvv32W+Li4rJ7KEKITKClpYWWltaXmWIXEBDAsGHDcHV1xdPTM9W2r1+/ZvTo0dy5cwcjIyPUajULFiygfv36mjZubm5MmTKFN2/eEB4ejrm5Odu2bcPU1DRJf5JiJ4QQQgghRO72RW0U6+7uTpcuXShYsCBpietGjBiBh4cHly9f5ty5c3Tr1o02bdpoKlrcu3ePr7/+miVLlnDhwgWuXr2KsbEx4eHhWf0oQgghhBBCiBwoVwVIpqamuLi4UKtWrTS1v3nzJra2tujo6ADQpEkTgoODefDgAQAzZsygR48elC9fHgClUsmePXuwtrZOtd/s3ihWCCGEEEIIkX5p2Sg2VwVIFhYW6Onppbl9p06dOHr0KCEhIQDs3LkTMzMzbGxsUKvVHD16FGNjY77++mvq169P+/btuXHjxkf7nTt3rqw/EkIIIYQQIpdxcHBg7ty5qbb5oos0zJo1i9DQUIoVK4aZmRmGhoacOXMGY2NjXr16RWhoKIsWLeLcuXNUrFiRdevWYWtry/379ylatGh2D18IIYQQQgjxmeWqGaT0Gj58OBcvXsTDw4NHjx4xfvx4evToQWBgIFFRUQA4OjpSsWJFAAYMGICJiQkbNmzIzmELIYQQQgghsskXO4MUHh7OypUr2bhxIyYmJgB88803TJ8+HWdnZ8aMGYNCocDS0jLRdVZWVjx79izVvp2cnNDV1QXip+kk3U4IIYQQQoicy8XFRVNDIDo6OtW2X2yAFBsbi0ql0gQyCXR1dQkMDMTIyIgKFSrg5+eX6PyrV68+ml43d+5cKfMthBBCCCFELvH+pEZoaCjOzs4ptv2iUuyWL19Ojx49AMibNy+NGjVi06ZNxMTEAHDu3DkePnxIy5YtARg9ejT79+/H29sbgGPHjuHr68u3336bPQ8ghBBCCCGEyFa5agYpIiKCVq1a4efnh5+fH/b29nTp0oVhw4YB4OXlxf379zXtd+zYwcSJE6lbty6GhoaEh4ezfv16TfQ4YMAAgoKCaNGiBSYmJmhra3PixAlKlCiR6jicnJxwdHSU1DohhBBCCCFyERcXFw4ePJhqG4U6LTuuCuDju+4KIYQQQgghcraPfab/olLshBBCCCGEEOJTSICUAU5OTpoqGEIIIYQQQojcwcXFBScnp1TbSIpdOkiKnRBCCCGEELmbpNgJIYQQQgghRBpJgJQBkmInhBBCCCFE7iMpdplMUuyEEEIIIYTI3STFTgghhBBCCCHSSAIkIYQQQgghhHhHAqQMkDVIQgghhBBC5D6yBimTyRokIYQQQgghcjdZgySEEEIIIYQQaSQBUgZIip0QQgghhBC5j6TYZTJJsRNCCCGEECJ3kxQ7IYQQQgghhEgjCZAyQFLshBBCCCGEyH0kxS6TSYqdEEIIIYQQuZuk2AkhhBBCCCFEGkmAJIQQQgghhBDvSICUAbIGSQghhBBCiNxH1iBlMlmDJIQQQgghRO4ma5CEEEIIIYQQIo0kQMoASbETQgghhBAi9/kiU+wCAgIYNmwYrq6ueHp6ptr29evXjB49mjt37mBkZIRarWbBggXUr18fgP3797N69WpiY2MJCgrCwMCAhQsXUrdu3WT7kxQ7IYQQQgghcrcvKsXO3d2dLl26ULBgQdIS140YMQIPDw8uX77MuXPn6NatG23atCEsLAyA3377jQEDBnDs2DHc3NyoV68ebdu2RaVSZfWjCCGEEEIIIXKgXBUgmZqa4uLiQq1atdLU/ubNm9ja2qKjowNAkyZNCA4O5sGDBwD89NNPdOzYUdO+YcOGvH79mpCQkFT7lRQ7IYQQQgghcp+0pNilOUC6dOkSixYt4tChQ5pjT58+ZefOnVy4cCHjo0wHCwsL9PT00ty+U6dOHD16VBPw7Ny5EzMzM2xsbACoUaMGSmX8SxAWFsa6devo27cvBQoUSLXfuXPn4uDgkMGnEEIIIYQQQmQHBwcH5s6dm2qbNAVIzs7O9OzZk3///Zd58+Zha2tLQEAAxYsXp3bt2jRq1ChTBpzZZs2aRePGjSlWrBhlypRh//79nDlzBmNj40TtunXrhqWlJTo6OixbtiybRiuEEEIIIYTIbtppafTvv/9y//59zezNjRs3GDFiBEuWLNEUP8iJhg8fjqurKx4eHpiYmLB161Z69OjB6dOnMTEx0bTbtWsXMTExTJw4kVq1anHlyhXy5MmTYr9OTk7o6uoC8VGozCYJIYQQQgiRc7m4uGiWyERHR6faNk1V7BYvXszYsWMTHYuMjGTBggW0atWKevXqERcX9wlDTp+NGzcyY8YMnj59mmKb8PBwjI2N2bhxI71799YcL1WqFH379mXq1KlJromOjsbIyIjVq1fTv3//JOelip0QQgghhBC5W6ZUsbOysmLp0qUULVqUW7duAaCvr8/06dO5fv06CoUic0edCWJjY1GpVJqZngS6uroEBgYCMG/evETndHR00NXV5c2bN59tnEIIIYQQQoicI00BUrdu3XB0dGTFihWUL18+0blBgwZx9uzZLBlcei1fvpwePXoAkDdvXho1asSmTZuIiYkB4Ny5czx8+JCWLVsCMHv2bNzd3TXXr127lri4OJo3b/75By+EEEIIIYTIdmlagwRQsmRJSpYsmew5W1vbTBtQaiIiImjVqhV+fn74+flhb29Ply5dGDZsGABeXl7cv39f037Hjh1MnDiRunXrYmhoSHh4OOvXr9esGZo3bx7ff/89urq6REdHo62tzeHDh5MEgR9ycnLC0dFR1h4JIYQQQgiRi7i4uHDw4MFU26RpDdLHxMTE4OnpSVBQEHp6epibm1OoUCG0tLQ+tescRdYgCSGEEEIIkbt97DN9mmeQPuTt7c26devYv38/t2/fRqlUYmJiQmxsLMHBwSiVSqpXr07Hjh0ZNGiQBBRCCCGEEEKIHC/NG8UmiIyMZNSoUXTo0AGlUsmvv/5KYGAgkZGR+Pj44O/vT3R0ND4+PkydOpWgoCDs7OxYvHjxZ610l5WcnJw0ZQKFEEIIIYQQuYOLiwtOTk6ptklXip2Pjw+DBw/m+++/p23btmkeSGxsLFu3buXw4cOsX78+yUatuYWk2AkhhBBCCJG7ZUqZ7wRLlixh8+bN6QqOALS1tenbty+LFy9m2bJl6bpWCCGEEEIIIT6XTCnS8F+REG0OHTpUqtgJIYQQQgiRyyRUsXN2dk5xBkkCpHSQFDshhBBCCCFyt0xNsRNCCCGEEEKIL5kESEIIIYQQQgjxjgRIGSBlvoUQQgghhMh9Mr3Md1rFxcVx9+5dKleuzNWrV6lRo0Zm3yJbyBokIYQQQgghcrdsW4P0008/4efnh7Ozc1bdQgghhBBCCCEyVaYHSO7u7mzatIn69evTsWNHbG1t2bhxY2bfJltJip0QQgghhBC5T7ak2AUEBODl5cWTJ0/466+/GDBgAAUKFKB69eqZeZtsISl2QgghhBBC5G6fPcXO1NSUihUrsmPHDtavX8+KFSu+iOBICCGEEEII8eXLkjVIenp6bNiwAX19fTZs2JAVt8hWkmInhBBCCCFE7pNtVey+VJJiJ4QQQgghRO6WZSl2gYGBqZ4/f/58RrsWQgghhBBCiGyR7gApPDycOnXqYGZmRqNGjQgKCkq2nZaWFsuWLfvkAeZEkmInhBBCCCFE7pMlKXaTJ0/m4MGD2NjYcOrUKRo1asRff/2VbNtFixYxbty49HSfo0mKnRBCCCGEELnbxz7Ta6e3w3PnznHp0iWMjIwICAigW7duPHr0iFOnTvHbb78RFRVF3rx50dPTIzg4+IsKkIQQQgghhBBftnQHSIULF8bIyAiIL+m9Zs0a+vXrh4+PD9WrV+fmzZu4ubmhVCr5/fffM33AQgghhBBCCJFV0h0gJQRHCUqWLElMTAzXr18nT548AISEhKCtrZ2kbWYICAhg2LBhuLq64unpmWrb169fM3r0aO7cuYORkRFqtZoFCxZQv359TZuVK1eyZs0aDAwMyJ8/P6tXr6Zo0aKp9uvk5ISjoyMODg6Z8kxCCCGEEEKIrOfi4sLBgwdTbZPuIg0qlSrJsVatWmmCI4B8+fJlSXDk7u5Oly5dKFiwIGlZOjVixAg8PDy4fPky586do1u3brRp04awsDAA/vzzT2bPns3x48e5ePEidevWpX379sk+4/vmzp0rwZEQQgghhBC5jIODA3Pnzk21TboDpD179jBgwAD27NlDcHAwEL8x7OdgamqKi4sLtWrVSlP7mzdvYmtri46ODgBNmjQhODiYBw8eAPFFJL755htMTU2B+IDq5s2bnDx5MmseQAghhBBCCJGjpTtA0tHR4Z9//uHrr7/GzMwMW1tbjh07houLC6GhoYnaTpgwIdMGCmBhYZGuYKxTp04cPXqUkJAQAHbu3ImZmRk2NjZER0fj5uZGlSpVNO3z589PsWLFuHDhQqr9SplvIYQQQgghcp+0lPlO9xqk1q1bs337dry9vTl9+jRnzpzh9OnTtGrVCqVSScWKFWnQoAH169fn3LlzGR58Zpg1axahoaEUK1YMMzMzDA0NOXPmDMbGxvj4+BAbG4uJiUmia0xMTPD19U2137lz50qZbyGEEEIIIXIZBwcH6tWrh7Ozc4pt0h0gjRkzBoAiRYrwzTff8M033wDg5eXFqVOnOHPmDIcPH+a3335DoVBkcOiZY/jw4bi6uuLh4YGJiQlbt26lR48enD59WtMmuTFm97iFEEIIIYQQ2SPdAVLNmjWTPW5tbU3fvn3p27cvAI8fP6Zdu3afNLhPER4ezsqVK9m4caNmluibb75h+vTpODs7M2nSJLS1tQkMDEx0XWBgIBYWFqn27eTkhK6uLhAfhUrBBiGEEEIIIXIuFxcXzRKZ6OjoVNumO0BKq9KlS1O1atWs6v6jYmNjUalUmkAmga6uLoGBgejo6FCrVi1u3bqlORcSEsKzZ8+wtbVNtW9JsRNCCCGEECL3eH9SIzQ0NNUUu3QXaUiPWbNmZWX3SSxfvpwePXoAkDdvXho1asSmTZuIiYkB4Ny5czx8+JCWLVsCMG7cOLZu3crr168111epUoWmTZt+1nELIYQQQgghcoYsm0ECKFOmTKb2FxERQatWrfDz88PPzw97e3u6dOnCsGHDgPh1UPfv39e037FjBxMnTqRu3boYGhoSHh7O+vXrNdFjp06d8PPzo3nz5ujr65M/f34OHDiAUpmlcaMQQgghhBAih1Ko07Lj6js9e/akQoUK9OzZk5IlS2bluHKk0NBQ8uXLx9ChQ3F0dJS1R0IIIYQQQuQiLi4uHDx4EGdnZ0JCQpJdNpOuAEmtVnP27Fm2bduGt7c3bdq0oVu3bpqNVr90CQFSSi+mEEIIIYQQImf72Gf6dAVI74uOjubQoUPs2rWL2NhYunTpQocOHTAwMPjkQedUEiAJIYQQQgiRu33sM32GF9vo6urSqVMndu3axfr163n79i1du3bl22+/5ejRo6hUqk8aeE7m5OSkKRMohBBCCCGEyB1cXFxwcnJKtU2GZ5BS8uLFC7Zv386xY8eoWLEivXr1onbt2pl5i2wjM0hCCCGEEELkblmWYpcW7u7ubN26FTc3Nxo2bEivXr0yvbLd5yQBkhBCCCGEELlbtgZI70so7hAWFsaOHTs+xy0znVSxE0IIIYQQIvfK9Cp2/3UygySEEEIIIUTulmVFGoQQQgghhBDiS5NlAdLr16959OhRVnWfraSKnRBCCCGEELlPtlSxA5g9ezZHjx7Fx8eHmJgYZsyYwcCBAzP7Np+dpNgJIYQQQgiRu2VLip2FhQUXLlzA09OTCxcu8OTJE3799desuJUQQgghhBBCZJosCZAMDAwIDQ0FoFixYsybNw99ff2suJUQQgghhBBCZJosCZBu3LhBhQoV6N27N6tXr+bcuXMolf+/lYeHR1bc9rORNUhCCCGEEELkPtm2BumXX35hyJAh3Lx5k8uXL3P58mXu3LlDwYIFqV69Ou7u7rkywJA1SEIIIYQQQuRuWbZRbGBgICYmJsmee/XqFatWrWL06NHkyZNHc/zly5dcvHiRhQsXcunSpYzcNltJgCSEEEIIIUTululFGsLDw6lTpw5mZmY0atSIoKCgJG3MzMxo2rQp69evT3S8UKFCdOzYkU2bNqX3tjmKpNgJIYQQQgiR+2RJit3kyZM5ePAgNjY2nDp1ikaNGvHXX38l23bRokWMGzcuPd3naDKDJIQQQgghRO72sc/02unt8Ny5c1y6dAkjIyMCAgLo1q0bjx494tSpU/z2229ERUWRN29e9PT0CA4O/qICJCGEEEIIIcSXLd0BUuHChTEyMgLA1NSUNWvW0K9fP3x8fKhevTo3b97Ezc0NpVLJ77//nukDzgmcnJxwdHTEwcEhu4cihBBCCCGESCMXFxcOHjyYapt0p9j169ePDRs2JDpWv359jh07pinIEBISgra2tiaQ+lJIip0QQgghhBC5W6an2KlUqiTHWrVqlahaXb58+dLbrRBCCCGEEEJku3QHSHv27EFbW5tWrVrRrFkz8ufPj56eXlaMTQghhBBCCCE+q3SX+dbR0eGff/7h66+/xszMDFtbW44dO4aLiwuhoaGJ2k6YMCHTBgoQEBBA9+7dKVGixEfblitXDnt7+0Rfpqam/Prrr+lqkxwp8y2EEEIIIUTukyVlvnv27Mn27dvx9vbm9OnTnDlzhtOnT+Pp6YlSqaRixYo0aNCA+vXrs3z5ci5fvvxJD5HA3d2dYcOGUbFiRQ4fPszTp09Tbd++fXv279+v+T4mJobixYvj5uaGpaVlmtu8T9YgCSGEEEIIkbt97DN9ugOkK1euULNmzSTHvby8OHXqFGfOnOHMmTN4eXmhUCiIi4vL+Ojf4+fnR4ECBdixYwczZsz4aID0oT179rB161b27duX4TYSIAkhhBBCCJG7fewzfbpT7JILjgCsra3p27cvGzdu5OnTpzx8+BAbG5v0jzgFFhYWn7TWae3atXz//fef3AYkxU4IIYQQQojcKC0pduku0pBWpUuXpmrVqlnVfbp4eXnx4MEDWrZs+UltEsydO1dmkIQQQgghhMhlHBwcqFevHs7Ozim2SfcMUnrMmjUrK7tPs3Xr1tGvXz+UypQfNy1thBBCCCGEEF+2LJtBAihTpkxWdp8mKpWKLVu2cP78+U9q8z4nJyd0dXWB+CjUwcEhU8YqhBBCCCGEyHwuLi6aJTLR0dGptk1zgLR06VK++eYbChYsmKFBhYSEMH/+fObNm5eh6zPq6NGjVKpUiSJFinxSm/dJip0QQgghhBC5x/uTGqGhoZmTYjdkyBCmT5/O9u3bUalU6RrQgQMH6NevHyNGjEjXdemxfPlyevTokeR4ZhZnEEIIIYQQQnzZ0hwg6ejosGzZMgIDA6lTpw4zZ87kxIkTSTaHBQgPD+f8+fP89NNP1K1bFzc3N7Zu3UrhwoUzPNCIiAjs7e2ZP38+fn5+2Nvbs2LFCs15Ly8v7t+/n+gaf39/bty4QatWrVLsNy1tPiRV7IQQQgghhMh9smSjWICwsDC2bNnCoUOHOHPmDGq1mvz586NUKgkMDCQuLo7atWvTsmVL+vfvn+ymq7mR7IMkhBBCCCFE7pbpG8V+KC4ujpcvX+Ln50dcXBxmZmZYWFigr6//Kd3mSBIgCSGEEEIIkbt97DP9J1ex09LSwtLS8ouZJRJCCCGEEEL8d8mmPxkga5CEEEIIIYTIfbJsDdJ/VcJ03LNnz7C2ts7u4QghhBBCCCHS6WMpdjKDlAEDBw7k2rVr2T0MIYQQQgghRCaTACkDbty4QY8ePVizZk2694QSQgghhBBCZA9JsctkoaGhmBTIh6N9OZ6HGAFQo0YN5syZg5mZWTaPTgghhBBCCPExkmKXyYY0h+nNfGhbIQAFaq5evUqPHj24cOFCdg9NCCGEEEII8YmyNECqXLlyVnafLSpolebihvY0M41jfJPn5NWPJTg4mJEjR7JkyRJiYmKye4hCCCGEEEKIZGR5ip2fnx8uLi74+voSHR2d5PyiRYsIDQ3NaPc5TmhoKEPz/UBZ0wLkN4qmfBNX8pT25LeLRbjjF59yV6FCBebNm0eRIkWyebRCCCGEEEKID30sxS7DAZKLiwsdO3YkMjIyxTYKhYK4uLiMdJ8jhYaGYpXPim75u2GuNsA0TwzFv7pHGbsrHL5nwp+3zIhTKzAyMmLy5Mm0aNEiu4cshBBCCCGEeE+WBUhVq1alTJkyDBs2jCJFiqCrq5vovFqtpnbt2vj7+2ds5DlQwotpYWpBw7iGWMdYYp4nhsIlvKnS5izP3mrhfKEIr9/qANCxY0fGjh2Lvr5+No9cCCGEEEII4eLiwsGDB3F2ds78AKlAgQL4+/ujo6OTYpvFixczduzYjHSfIyUESAcOHOCXxb9Q4GkBir0qRgGDWCwsgqjW7jTKfKGsuWzJ1efGAJQsWZL58+dTsmTJbB69EEIIIYQQIsuq2JUrV+6jewB17949o93naHZ2dmzbvo38TfJz1+ouAVEKPJ8X5NKO1rx5VoSRDV/Qp6Yf2koVHh4e9O7dm3379iEV1YUQQgghhMjZMhwgzZs3j+HDhxMUFJRim1q1amW0+xzP0tKS33//nXYj2nGz+E2CFdE8f2XE5T+b4ulamaZlgpjR8ikWxlFERUUxZ84cpk6dSnh4eHYPXQghhBBCCJGCNKfYNWnSJMkxLy8vvL29KVWqFKampiiVieOtixcvplrEIbdJmI4bOnQojo6OODg4AODq6sqMSTOwuGNB/rf5yasfS4XqD6nY/CIxwEY3Cy545gPA2tqa+fPnU7Zs2Wx8EiGEEEIIIf57MnUNkra2NkWLFk3XAF68ePFF7QuUWr7i69evmTp5Kq8PvcYyyBI9LRUly3hTu9MpdA2iOOeRjy1XLIiKVaKrq8vYsWPp1KkTCoUim55GCCGEEEKI/55Mq2JXuHBhfH1903XzjFyTk33sxVSpVGzcuJH9P+2nhF8JtBRQqFAwjXu4YGQSineIHiv+KYJ3iB4AzZs3Z8qUKRgZGX3uRxFCCCGEEOI/KdOKNCxcuDDdN9+4cWO6r8kNnJyccHFxSXJcqVTSv39/Zv81G7+qfsQoVPj6FeDgmg74Py1MkXxRzGrpSaOSwYCa48eP06tXL+7fv//Zn0EIIYQQQoj/GhcXF5ycnFJtk+Ey36tXr2bQoEHJnluwYAGXL19m/vz52NjYZKT7HOlj0eaHbWeNnEX4n+Hoxeqhqx1HzdYXqVjrHgAXnuZj47/xKXc6OjqMHj2arl27SsqdEEIIIYQQWSjLNoq1tLTEx8cn2XMPHz5k165dHDlyhIsXL2ak+xwpPQESxG+Wu/X3rZyfch6jcCOUCjXWNe7QzPEiCiX4huqy/J8ivAiO30i2SZMmTJ06FWNj46x+FCGEEEIIIf6TsixASsv6IgsLC/z8/DLSfY6UUhW7j7l17Ra/ff0b+r7xgZBhUW86f3sMfb0YYlQKtlwpxJnH+QEFlpaWzJ8/nwoVKmTdgwghhBBCCPEflKlV7ABmzZql+fOiRYsYP358spufxsbGcvfuXW7evMmjR48yOPykAgICGDZsGK6urnh6eqbatly5clhYWCQ65u7uzuTJkxk9enSS9t26dcPV1ZWnT5+m2Gd6Z5ASXRsSyvzO84m4FAGAKm8IrfscoWihUAAuP8vLOtfCRMUq0dbWZsSIEfTo0UNS7oQQQgghhMhEmTqD9P4+RwqFItngKEHBggVZs2YNHTp0SN+IU+Du7s6wYcOoWLEihw8fTjWQAWjfvj379+/XfB8TE0Px4sVxc3PD0tIyUdtTp07RuXNn8uXLl2UBEsSn3K2fuB73le6ghmjdCCq1P4VdFW8A/MJ0WXG+CF7vUu7s7OyYPn16hu4lhBBCCCGESCpTA6Rnz54B8R/0a9eujZubW7LtjIyMMDU1zeCQk+fn50eBAgXYsWMHM2bM+GiA9KE9e/awdetW9u3bl+h4TEwMtra2dOjQgd9//z1LA6QE/+z6h/1D9xMbEUusVgx6dVzp3eIeOlpqYlQKtl8txMlH+QEFFhYWzJs3j8qVK2f4fkIIIYQQQoh4H/tMr52ezooVK6b586hRoxJ9n9U+TJdLr7Vr1zJixIgkx3/99Ve6du2KmZlZmvtycnJK1xqkDzXo1oBiNsVY03kNYX5hxFyqz8+v8tG3w1Us80bzbS0/yhUKZ71r/BqugQMHMmzYML755htJuRNCCCGEECKDEtYgpSbDRRqyy8aNG9M9g+Tl5YWdnR1PnjxJlCbo7e1Nhw4duHjxItu2bftov5k1g5Tgzcs3rO20Fq+bXqjVap5bPKF5qys0LBkCgP8bHVb8U4SngQYANGrUiBkzZkjKnRBCCCGEEBmUaRvFpiQkJIQ9e/bw888/8/PPP7Nnzx5CQkI+tdtMtW7dOvr165coOAIYM2YM8+bNQ0dHJ1vGladQHoa4DKFGuxro6upS1K8Up/Y15PeLhYmOU2CeJ4ZpLZ7RrGwgoObcuXP06tWLO3fuZMt4hRBCCCGE+NKlK8XuQ7/++itTp04lIiJCU7BBoVBgYGDAzJkzGTt2bKYM8lOoVCq2bNnC+fPnEx0/deoUarWaZs2apbtPJycndHV1AXBwcMhwqh2Abh5dum/qjvkMc/5Z/w8EwevzeswIuMlQu+cUyRdFn5ovKWceztrL8aXVBwwYwKhRo+jWrZuk3AkhhBBC/MdFRUVx584dlEolFStWzLZf/udkLi4uuLi4ABAdHZ1q2wyn2Dk7OzN8+HC++uorWrduTeHChVGr1fj6+nLo0CFu377NsmXLGDp0aEa6T1F6U+z+/vtvVq1axYEDBxIdHz9+PGfPnsXQ0BCILwLx9OlT6tatS40aNVi8eHGSvjI7xe59arWaq6uvcmrRKfz8/AjVC+VR8dv0qPecRu9S7l6+0WX5uf9XuWvSpAnTpk0jT548mToWIYQQQgiRO1y7do3p06dr9ictWbIks2fPxsbGJptHlnNl2UaxpUuXZuTIkQwfPjzZ80uXLmX58uU8fvw4I92nKKUAafny5Vy8eJEdO3YkOt6pUyf69+9P27ZtM9Tv+7IyQErw4MADjk89znOv54SqQ3G3dqeGjS/9avtpqtxtvVKI0+82lrWysmLBggXyP4EQQgghxH9MVFQUnTt3xs/PL9HxsmXLsnXr1iTLS0S8LFuDFBwcnGJwBDBixAhCQ0Mz2n0SERER2NvbM3/+fPz8/LC3t2fFihWa815eXty/fz/RNf7+/ty4cYNWrVql2nfbtm0T9btnz55U2zs5OWmm6DKbTTsb2q9qT9mKZSlkWIhqT6tx6441046WwCdUFx2lmn61/Rhc3wc9bRUvXrygX79+7N27N9V9qYQQQgghxJfl5MmTSYIjgIcPH3L16tVsGFHO5+LigpOTU6ptMjyDVLFiRdzc3DQpah968+YNtra23Lx5U3PMy8sLa2vrjNwuR/gcM0gJXj98zZERR/B57IPPSx/uFb7HG5NX9K3th23x+JQ731Bdlp23wjtED4hfD+Xk5ISRkVGWjk0IIYQQQmS/0aNHJ1lnn6Bfv36ZvtTlS5FlM0gjRoxg6NChREREJDkXERHByJEjmTJlSqLjdevWzejt/nMKli1Ih40dKFG9BKWKlaLaq2oU9Ldi9cXCrHMtTIxKQeG80cxq6UmDEsFAfETcq1cv7t69m72DF0IIIYQQWe7ChQspnnN3d/+MI/myZLiK3eXLl3FxccHKyopatWpRqFAhAF6+fImbmxvm5uao1WqOHDmiuSanlf/OqE/dKDat8ljkod26dhwbdwwdNx30ffXRe6nHWbUnnq/1GdbQGwvjaL6v50v5QuFsvmKhSbkbNmwYvXr1ktxTIYQQQogvkJ+fHyqVKsXzDx8+RK1WS8XjD2TpRrEZ+eCtUCiIi4vLyO1yhM+ZYve+uOg4zsw4w5NjTwgKCuJOxB3uWdxDTzeWAXX9qGMdv9bLL0yXFef/X+WuXr16zJw5ExMTk882ViGEEEIIkfX+/vtvpk2blmqbP//8M1cvb8kqWZZiV6hQIVQqVbq+zM3NP+lh/qu0dLVoMqcJVftUpUCBAtQ0qUmd13WIjdLD+R9LNrpZEKNSYGEczYyWT2lhE7+x7KVLl+jevTuXL1/O7kcQQgghhBCZ6MqVKx9tI2l2GZPhACm1CnaZeY2Ip1AqqDOiDrYTbDEwMKCiSUWavW2GXow+px4VYNqREniH6KGtVPNNjZeMsXtBHr1YAgMDGTZsGMuWLSMmJia7H0MIIYQQQmSCtFSpu3379mcYyZcnwyl2Ca5du4aLiwuvXr3il19+4cWLFwQEBFCtWrVMGmLOkTAdN3To0M+yBiklT8885aTTSeKi4wiNCeWo4ijB2sHoaqnoVeMljUsHAxAUoc2qi5bcexlf1a5ixYrMnTuXIkWKZMu4hRBCCCHEp3v16tVHt7EBsLGxYdu2bZ9hRLlHwhokZ2fnzN8oNi4ujr59+7J9+3bUajV58uQhNDQUV1dXGjVqRNeuXdmwYQM6Ojqf/CA5RXatQUrOy9svcRntQmRwJLGKWC4ZXeLem3sA1CwaysC6vhjqqFADB9xN+eu2KSq1AkNDQyZPnpxtwZ0QQgghhPg0rq6uaSrhrVQqOX/+PHp6ep9hVLlHlq1BWrhwIQcPHsTJyYm9e/diYGAAQJ06dXj+/Dl+fn4sWrQo4yMXqSpUuRDt17cnr1VetNXaNHjTAMeyjgBceZ6XyX+X5FGAAQqgfaUApjR/RkGjGMLDw5k8eTIzZ87k7du32fsQQgghhBAi3by8vNLUTqVS4e3tncWj+fJkOEDasmULf/75J7Nnz6Zjx45oaWlpzpmbm7N582a2bNmSKYPMaZycnHBxccnuYZDPOh/t17fHvKI5ChQUfliYEbYjMDI04vVbHX46Xoz97qaogdKmEfzU2oOaReMr3h08eJBu3brh5uaWvQ8hhBBCCCHS5fnz52luKwFSYi4uLjg5OaXaJsMpdqampgQEBGi+t7S0xMfHJ1GbIkWKfFE/lJyUYve+mIgYTk0+xbNzzwAobF+Yvf57cb8bX7mknPlbfrD1oYBBLABnn+Rn69VCRMXGx8fdunVj+PDh6OvrZ88DCCGEEEKINBs1ahT//PNPmtqOHz+ebt26ZfGIcpcsS7HT1tZOFCB9KK1Tf+LT6Rjo0Pzn5pTvXB4A3zO+dM3blT49+gBw39+IyX+X4Lp3HgDsSgUzr40H5czjU+x27dpFz549uXXrVvY8gBBCCCGESLP0fM7+kiYrPpcMB0gtW7bk66+/5tmzZ0nOXblyha+//po2bdp80uByoqJFi+aYFLv3KbWUNJjUgNrDagPgfdkbq+tW/Dr3VwoWLMibKG1+PWvFRjcLomKVmBrF4NTMi141XqKjpcLLy4uBAweyYsUKoqOjs/lphBBCCCFEcuLi4tIV9HyY4fVfl6Updj4+PtSpUwdfX19KlSrFs2fPqFq1Kt7e3vj6+mJtbc3ly5cpVKhQhgafE4WGhjJ9xAia16tH3a5dMTExye4hJevR3484O+ssqlgVxoWNqTurLr9u+JWLFy8CYJ4nmu/r+VDWLAIAvzBdVl+05Mnr+EIbpUuXZtasWZQtWzbbnkEIIYQQQiT14sULOnTokOS4AjXqd396X9myZdm+ffvnGFqukWUpdpaWlly5coVvv/0Wf39/oqOjcXNz4+3bt/Tv359///33iwqOEtR/8IAa8+bh2bcvV/fvz5Gbr5ZpXYZWy1uha6RLmG8Y58ae48d+PzJp0iT09fXxf6PLT8eLseO6OTEqBRbG0UxzeEqXqv5oK1U8fvyY3r17s3btWmJjY7P7cYQQQgghxDvJpdfpa8exuP0T5rT2REuReO5DZpDS75M3igVQq9W8evUKtVqNubk5CoXi4xflQqGhodyrWZOisbHoxMWhVirxrVGDfKNGUczWNsc9d+DjQI6MOMJb/7do6WrReFZjdGx0mDFjBjdv3gSgSL4ovq/nQwmTSACeB+ux+qIlXsHxBRvKli3L9OnTsbGxybbnEEIIIYQQ8Xbu3JlkK52aRUMZ0TA+7W7a0eI8DTRIdP7UqVM5qsBYdsuyGSSIn+K7cuUK165dIyYmhkKFCuW4ICGzjZk1i4nTp/O4aFHUajWWbm4Y9u7Nw969CblzJ7uHl4hJaRM6bOyASSkT4qLjOPnjSYLPB7NmzRpGjhyJrq4u3iF6zHIpzt5bZqjUUDR/FDNbPaV9pQC0FGoePnxI7969WblypaxNEkIIIYTIRiqViuPHjyc5Xs48XPPn0qYRSc7LLNL/ZckapLdv37Jo0SLWrVuXZIGYlZUV3333HaNHj8bIyCj9I87hQkNDqXHvHtElSqBUqWh15Ag//P47Fu/edGqlkpgWLSg0aRLaJUpk82j/L/pNNMfGH8PHLX6clXtWpu6oung+9WT69Oncu3cPgGIFIhlU3werfFEAeAXr8ft7s0klSpRg+vTpVKpUKXseRAghhBAiiyRkRJmYmKCtrZ3dw0kiOjqaadOmceLEiSTn5rT2wDp//Oe3C0/zsfqiZaLzCxcupEmTJp9lnLnBx2aQ0hUgvXjxgpYtW3L37l0g/gNzoUKFUKlU+Pv78/TpUwAqVqzI0aNHKVKkSOY8RQ4RGhrK2AkTiOvShfMVKxKtrY0yLo5uf/5Jv/XrMXn1CgCltjbarVqRb+RIKFMmm0cdLy4mjrOzzvL4yGMASjQtQZPZTVAr1WzYsIG1a9cSFxeHtlJFx8oBtK34GgWgUsOhuwXZd9uUWJUSpVJJjx49+OGHH2TfJCGEEEJ8Ec6fP89PP/1EQEAAhoaG9OjRg0GDBqFUflKyVabatm0bv/76a5LjRrpxrOzyUFOawS9MlwkHSyVqM3LkSHr37v0ZRpk7ZFqKnUqlolOnTjx79oz58+fj7+/PkydPuHjxIpcvX8bDwwM/Pz/mzJmDp6cnnTp1IhOWN+U4SrUayzNn6PXnn1R48QKVlhY7unalzYEDbBgyhNCCBVHFxhJ98CAhbdoQPXQo5ID9hbR04tcgVetXDQDPk54cGnyImLAYvvvuOzZu3EjJkiWJVSnZfdOcaUdK8DxYD6UC2lV8zexWTylVMAKVSsW2bdvo3r07165dy96HEkIIIYT4RB4eHowZM0azv2d4eDjr1q3LcZXfUtpixsY8HAWgo6MDgIVxNEa6cYnaSIrd/2Vqit2OHTsYMmQI58+f/2iK1Y0bN7C3t2fVqlV079497SPO4UJDQ7G1tWXkyJGoVCoAPM3McKlWjdd54jdhzf/mDUO3bKHxoUPkf/kSFAoMDQ0xsLVF+c030LAhZPNvI+7uvcuFBRdQq9QYWxrTcmlLCpQoQHR0NGvXrmXjxo2oVCq0lGraVnhNh8rx65HUwNF7Juy9ZUZ0XPwzdOnShREjRmBoaJitzySEEEIIkRGzZs3iwIEDSY5bWlomezw7qNVq7OzsCA8PT3KuV/WXOJQLJC5vJdTBd9BWqll0uii3fPNo2tSvX59ly5Z9ziHnaJmWYtexY0fs7OwYNWpUmm68ePFizp8/z759+9Iz3hwt4cX08/Pjzp07PH4cn64Wp1BwuUwZLpQrR4yWFgClfX3pt2cPNU+douDz52hpa5PHyAjdkiWhRw9wdIRsDCqeX3zOiUkniAmPQTePLs1/bk6RWvEpkffv32fmzJk8evQISFrp7uUbXdZeLswD//jxW1hYMHnyZOrVq5c9DyOEEEIIkUE1a9YEQKWtTVidOhjevYtOUBAAf/31F0+fPiUqKopq1aphamqaLWMMDg6mWbNmyZ6b3cqT4iaRmNefylWXFVjlCWLfbVP+vG2maVO8eHH27NnzuYab42VagGRtbc2VK1cwNzdP041fvnxJzZo1ef78efpGnIMlvJhDhw7F0dGRSpUqceHCBYKDgwEINjTkeJUqPCxcGADtuDhsHzyg7cmT2Fy+TOGHD9HX1cUoTx608uaFDh3g66/B0jLlm2ah149e4zLKhTcv36DUUtJwckNs2sWX846JiWHTpk2avZCUCjUtywXSueordJTxb5mTjwqw87o5UbHxs0mOjo6MHj1aykgKIYQQIlfw8fGhXbt2AAQ6OPCyVy/y3LhB0V9+SdLWwMCA6dOnpxioZKW7d+/Sp0+fJMe1FGrW97hPsWLW5LHfzB/Ow6mU5za3fY34+bS1pp2uri7//PNPjlpTlV1cXFw4ePAgzs7Onx4gFSpUiJcvX6ZrABm55mMCAgIYNmwYrq6ueHp6ptq2XLlyWFhYJDrm7u7O5MmTGT16dLr7TC7ajIuL4/bt21y7dk2zqerjQoVwqVaN4HczRCZv3tDi5k0qP3hAqStXKHHzJsba2hgaGKDQ0oLGjaFXL6hcGT5zmfTwgHBcxrjw6m58gYlqfatRa0gtFMr4cTx58oSZM2dqCnMUMo5mYF1fbMzip3hfh+uw3tWC2++mcU1MTBg3bhzNmzf/4ku+CyGEyHpBQUHcu3ePyMhIGjRogK6ubnYPSXxBDh06xIwZMwDwGjeOt1WqoPXmDWWGDCG5TzEGBgYcPHiQ/Pnzf85hcvz4cX788cckx02NotnxQzgF8ucHu0NsWTGeGlp/EhalxdC9ZRO1PXz4MIUKFfpMI87ZMq1Ig9a71LH0yMg1qXF3d6dLly4ULFgwTQUgbGxsOHPmjObr+PHj6Onp0a1btwz3+SEtLS2qVavG119/TfHixQEo/fIl3x8/ToP799FSqQjMk4edtrZsbtmSc+3b8/ewYVyuXx9vICoiAvXJk9C/P3z7Lbi4wLtA63MwNDWk7eq2FG8cP/YbG29w4scTxEbFj6FUqVJs2LBBs2/SyzBd5h63ZvOVQkTFKiloGMP4xs8ZWNcHI904AgMDcXJyYuTIkbIgUAghxCdxdXWla9eujBgxggkTJtC2bVtu3brFmzdvWL9+PQsXLmTXrl2yT5/IsISCU2qlkoiy8QFFXJ48xKYQAEVERHD06NHPNTyNlD5TFTSKRVdHB1CCnhmGpuUAMNaLQ09blajtl5TVldXSXOQ9PDycLVu2pCuIiIhIulHVpzA1NcXFxYUdO3Zw+PDhj7bfv39/ku9r1aqF5XspbentE8DJyQlHR0ccHBw0x/LkyUOLFi14/vw5Fy5cIDQ0FLt796js5YVL1ap4FCrEA0tLnhQqRN1Hj6hnZMSTmjWxfPiQyu7uFPH3R/vuXZg8GZYujU+969QJPkO6mo6BDs0XNMd1uSu3ttzC86Qnb/3e4vCrAwYmBmhpadG7d2/s7OyYNWsWN27c4MRDE25452FAHT8qWrylUckQqlm+YevVQlx+lpeLFy/StWtXvv/+e3r16pUj9xMQQgiRfcLDw/n1119xdXXF0NCQVq1a0adPH65du8aWLVsICAjg/v37ia4JDAxk8ODBaGtrJ1qs/ueff7J582b09PQ+92OIXO7q1asARBYrhuq97UuiihZF590SisBmzYgpVAjz7dtRqNX89ddfn70I2Yd7jyYwNYpBR8cQ9M1BqUV+y0oQv3yKQnmiNXtZQnyAlLDe6r8sIcUuNWlOsVMqlelKmVKr1SgUCuLi4j7eOJ02btzIjBkzNPsupVXLli0ZMWIErVu3zlCfH5uOSxAXF8eNGze4ceMGcXFxqIFHFhacqFKFoHcb6OaNiKDp7duU9/ZGARTw9aWupydF7t5F+a5CHnp60LZtfFGHd7NTWe3en/f4Z/4/8RXuCr+rcFeygOa8SqViz549LF++/F0ArMauVAg9q7/EQCd+3Ld9jdjoZsGrN/FpEKVLl2by5MlUrlz5szyDEEKInE2lUtG3b19N+naCMmXK8Pjx4wxldAwYMIAffvghs4Yo/gNevnxJmzZtAHjdqhX+PXpozpnv2kXBw4eJ09fn4erVoFBgvWABRnfuAODm5vZZlhLExcVx6NAhZs+enez5DpVfM/lrExQm1aHOGu7du0fovjoY68Wx/HwR3J7///Nqnz59GDFiRJaPOTf42Gf6NP9aP2/evCxdujTNN1ar1YnW+WQ3Ly8vHjx4QMuWLbP8XlpaWtSoUYMyZcpw4cIFnj9/Tlk/P0r6++NapgwXbGwINTDgr9q1uRoQQIt3+yQdKVyYfDVrYufvT6F//kERGgp798Z/1a8fv06pdu0sXadUvlN5jC2NOTHxBGG+Yezvt59mC5thVccKiA+Uv/76axo0aMCcOXP4999/OfskPze889CrxkvqFgulcuG3zG/rwV+3TDlyryCPHz+mf//+dO7cmWHDhpEnT56PjEIIIcSX7MqVK0mCI0BTPfVDoTVrooiNxfjGjRT7PHDgQI7b2FPkbO/v5xherlyic1FWVv//77vPXRGlSmkCpOfPn2NtbU1WUqvVTJ06lWPHjqXYppi5Xnygph+/5t7KyorTYboY60VgbhyTqO2LFy+ydLxfkjQHSAYGBnz77bfp6jy5xWTZZd26dfTr1++z/sWZN29eWrVqhZeXF5cuXSIkJATbBw+o/OwZpypX5o6VFV6mpqxv3JivPD2xe/ePxQErK8y++w778HAKHD0Knp5w8WL8V8mS0LMntGoVP8OUBazqWtFufTtcRrkQ5hvGkeFHaDCpAeU7lde0sbS0xNnZmQMHDrBkyRJCwsJYeaEI/3jko29tP0yNYvi62ivqlwhlvasFjwMM2bNnD6dPn2b8+PE0bdpUijgIIcR/VEJaU1rEFCyI9/DhAJQaNw7dV/FFhdRKJTFmZui8fIkCePXqFTdu3KB69epZMWTxBbp9+zYAaoVCs/5I/+lTIosXJ7JoUSA+1S5BROnSmj/fuHEDS0tL7ty5w8uXL6lUqVKiJRyZ4cKFC6kGRwBWpu/W+xvEV1A2NjYmNNYYiMDCOPHaPAmQ0i7NAdKzZ8/S3XlGrskKKpWKLVu2cP78+Uzpz8nJSVNFx8HBIdFapORYW1tTpEgRbt++zfXr18kbGUkHNzeqe3hwrGpVXubLx9WSJblrZYXd3bt85enJq7AwdgOlBg2inkKB4b59cOkSeHjAnDmwfDm0bw+dO0ORIpnyXO8zKWVCh00dcBntgv8df87PPU+IVwh1RtTRVLhTKBS0b9+ehg0b8ssvv3D06FFu+eZh0qGSdKwcQOsKr7HKF8XUFs849agAu2+Y8fr1ayZNmoStrS0TJ07M9L9MhBBC5HwJH9RUenp4TZyI7suXFP79dxTvUutUenpEW1ig9+wZ0RYWmt/gh9WuTcF364X9u3UjsFUrLDZsoMDp0wAcO3ZMAiSRZvfu3QPig6C4d0sgCpw4ge/AgUQXKYJaSytxgFSqFGpAQfzmskuXLiUkJERzvk+fPgwfPhyFQkF0dDQHDhzg5s2bmJqa0qNHjzRvlZNg9+7dH21TKN+7Pxj8v2pznG5hwB/zPIkDpOfPn2uWwPwXubi44OLiAvDRwi5pnk7JSFnNnFKK8+jRo1SqVIkimRRIzJ07l19++YVffvnlo8FRgver3ZV+9xsI69ev6X/qFK1u3MAgOpoIXV2OVqvG+iZN8CpYEIAnHh7sePqUK99+S8y2bfGFG3R1ISQENm+O30tpxAg4fx5UqlRGkH4GJga0Xd2WEk1LAHBr6y1cxroQ/Tbxm8rExIQ5c+awfPlyLC0tiY5TsuuGOVP+LsHjAAMUQNMyQSxw9KCOdSig5sKFC3z99dds2bJFUx5dCCHEl+2ff/5h3Lhxmg8p4eXKEVG6NCG2tgS9t7eM95AheM6ezZvq1Yl5b2PO0Fq1gPgNPYPt7QE0/wU4efJklqx9Fl+e2NhYHjx4AEBEyZIA6Lx+TZ6bNwFQa2kRbWGhSbUDiDM2Jsbs/5uvvh8cAWzevJmzZ88SFxfHwIEDmT9/PkeOHGHLli1079492bTSlPj5+XHhwoWPtFJT0CAq/o/6/w+QlMbFgPitWd4XERFBYGBgmsfwpXFwcNB8fp87d26qbb+oRN3ly5fT470FdgnWrl3L999/nw0jSsrIyIgmTZrQrl07TE1NUQLVPT354dgxanh4oFSreZkvH1saNeKvWrUIMTAgLi6Oa9euscvNjQedO6P++28YOTJ+5kitjk+9Gz06fkZpwwbIxDe/tr42zeY1o1rfagB4nfdif7/9hHqHJmlbr149/vjjD/r27YuWlhbPg/WZfawYm9wsiIhVkk8/lqENvBlr/wJTo2giIyNZunQpffr0wd3dPdPGLIQQIuf5+++/GT16NGfOnNEci37vw6Z/t25Em5oSbWrKm6++AiC8fPlEAVJkyZLEFCzI2ypVUBkYxB8rUYKYdyWZg4KCmDZtGitXrmT+/Pls3LiRgICArH84ket4eHhoZhEi3xXC0vf0RCskBK2wsPjjRYsS+cE6o/fT7JJz7Ngxdu3alSQYCg0NZe3atWke34EDBz7aJo9eHPq672aD3ptBMihYBoAChrFoK6XUd0bkqgApIiICe3t75s+fj5+fH/b29qxYsUJz3svLK0lJUH9/f27cuEGrVq0y1GdynJycNL/9yigLCws6duxIw4YN0dfXxyAmhpY3b9L/9Gms3/1lftfKilXNm3OmQgWitbQIDw/n7Nmz7Dt9Gt9mzeCvv2DZMmjUCJRK8PUFZ2do3RqmTIEbN+IDqE+kUCqoPaw2jWc1RktXiyCPIPb12YfP1aQ1+fX19Rk2bBjbtm2jSpUqqFFw8lEBJhwohatXfJWQqpZvmN/Wg9blX6OlUPPw4UP69evHwoULefPmzSePVwghRM6iUqlYtWpVkup07/82Xq2ri+/AgYQ0aKA5Fm1uTsy7jIoEYTVrElq3bqJjb95Lq3NxcWH9+vXs2bOHFStW0LNnT00qlRAJ3g9gNAHS06coAL13QURYrVqoDA0B0PXzAz4eIHl6erJv375kz/3zzz+cOnWKyZMnM2bMGP744w9UyWT/qFSqJFvVJCe+xPe7bK33ZpDyF64ExKcCmuVJXKhBAqT4vyOcnJxSbZPmMt8i7WW+0ysqKoqrV69y584d1Go1auBekSKcqlSJkHf/Y+aJjMT+7l0qP3umiWpLlChBnTp14sfi6xsfMO3bl3gGqXRp6No1vqjDu74+hb+7P8fGHSM8IByllpL6E+pToXOFZNuqVCr++usvli9frgl8qlq+4dta8UUcALyC9djgWpgnr+N/E2hqasro0aNp0aLFfzZHVgghvjTPnj2jc+fOSY6/GDGCsJo10X/2jMhi8WlBipgY1Do6AOj6+KAdGkp4uXIoYmNRa2uj8+oVcXnzotLTQys0lLi8eTG6dQvrRYtSvL+trW26KvGKL9/cuXP5888/UWtp8eD331Hr6FB00SLy3LrF6zZt8O/WTdNWERNDwUOHCOjYEX1PT0pMn45KT4/ghg2JMTcHlQrTgwfRevs23eOwt7dnwYIFREZGEhISgpGREffu3WPYsGEfvbZm0VCWDzBEx8AEmp7SHHe/fZvoI/XR11bxy1krbngba87179+fIUOGpHucX5qPfaaXACkdsipAShAYGMjFixc1uyXHKpW4li7NRRsbot9ttFooJITmt25R7N0sk5aWFpUqVeKrr76KX/MVEwOnT8Pu3XD9+v87NzSEli3j91WqXPmTSoW/9X/LsXHHeHU3vpJQha4VqD+2Pkrt5CckAwICWLx4McePHwdAT1tFx8qvaFU+EAWgBk4+LMAfN8yIjI2vxlKjRg0mTpxIyXd5wUIIIXKP58+f4+zsjJubG0ZGRlhYWCQqqZzAc9YsIosXp9C2bURZWRFsZ5fovCI2Fu2QEGIKFsTExYWgZs1Qa8X/O6GIiaHw+vX4DBqEIjaWsj/8gDIqKsUxnT17FqN3C/FF7vTmzRtcXV3R0dGhatWq5MuX7+MXpaB3797cu3ePSCsrPN+tRykzbBjaoaHEGRjweMkSTRqn/tOnmO/ahdfEiaBSYTNwIK/btSOgQwdNf2Z79mCahrS45CS8L9++fYuuru5HCwgk6PhVBE6dDFDktQHbbZrjISEhXFpcAuv8UWy7WgiXByaac40bN+bnn3/O0Di/JB/7TJ+rUuxyisxIsUuOiYkJbdq0oXnz5uTNmxdtlQrbhw/54dgxqj19iuLd+qStDRuyp04dAo2MiIuL4+bNm+zatYt79+6h1taGFi1gzRrYuRO6dIkPjsLD4c8/oX//+Mp369fHzzplgJG5EY5rHCnVohQAd3ff5e9hfxMZEplse1NTU+bNm8fSpUspXLgwUbFKdl4vxNS/S+DxWh8F0KxsEAvbeVCveAig5urVq/To0YMlS5Yk2i1dCCFEzhYeHs7w4cM5ceIEISEh+Pj4JAqOYgoW5E3Vqqj5f4qdTkAA5jt2oB0UpPkeQK2trUmxy3P1KsVmzUL/3YbueS9dwtjNLX7GSVubsJo1Ux1XTqmsKzLm2rVrtG7dmokTJzJmzBi6dOnClStXMtRXdHS0Zs+thPQ67aAgtENDsbCwIK9SSYF3v9QF0PPy0rzvUCqJLlIkSapdtIUFyYksVgzVR7Zlefv2LW/fzT6lNTgCaFSrbPzvu9+V+E6QN29egqPi95z8sFDD5cuXiYiISLa/8PBwQkNDk037+5KkJcUuwwHS6tWrUzy3YMECOnbsqKkO8qWZO3dumqvXpZdCoaBEiRJ07dqVOnXqoKurS56oKNpcv86A06cp/m7/hweWlvzerBknKlUiUkeHiIgIzp8/z969e/H29o7vrHRpmDQJjh6FH3+ESvE5qXh5wcqV4OgIgwfDwYPxAVQ6aOtp0+SnJtQaEl9RyOeKD/u+3UeQR1CK19ja2vLHH3/Qp08flEolXsH6zHQpzuYrhYiMVZJfP5Yf6vvg1MyLIvmiiIuLY+vWrXTq1AkXF5cM7awuhBDi89qxY0eq+628GDWK52PHElanjqa0sk5AAFrh4TQ7cQIjd3csV69G8UGFU52AAAw8PblZrRrbAbdOnbCtUYO8//4LQKCDA2risxJijY2JLFpUM9sEEiDlREFBQZpiCfv372fMmDH8+OOPXLp0KVG76Ohoxo0bl+gXpgkFOdITUCR4/PixpoKuZv3Ru/dH/fr1cXJywuTYMRQx8csB9J8/R+vtW7TfLWGILFZMkxKq++6Xze8XE0kQYmuL5+zZ+PXtm+4xfkyLFi2oWy1+7O8XaID4z5LaeeMrEBfOm7SS3blz5xIdU6lUrFixghYtWtCkSRPatm2b5GfwJXFwcMi6KnYzZ85M8VzHjh2pXr06/fr1y2j3/3laWlpUrVqVbt26Ub58eRQKBYVCQuj5zz90vXwZkzdviFMqcS1Tht+aN+dqiRKoFAoCAwM5fPgwR48eJTg4OL4zQ8P4WaONG2Hv3vhZpEKF4s9duQIzZ8bPOk2bBv/+m+Zy4QqFgq/6f0WLxS3QMdAh9EUo+/ru49m5lP8RMjAwYMSIEWzdupVKlSqhRsGJhyaMP1CKi0/jpzjLmYczt40Hvaq/RF87joCAACZPnsygQYPw8PD4hFdVCCFEVlKpVCkuUAdQ6epqqoK9X55b59UrlEolf0yZQs+LFzF88ACdd78QBECtRicoCKVSSZHChWlfoQJFzM357rvvMDlyBIj/oBvUvDkeCxfyyNkZz59+wmfwYE0XEiDlHG/fvmXq1Kk0b96cr7/+mvr16zN79mzOnTvH8ePHGT58OHv27NG0d3NzIzQ0afVcf39/Ll68mO77v1/Q6/0CDQDly5fHwcGBX6dOxf78eawfPybfP//Et3n3HnpTpQpxxvHreozfzY4mFyAlpIy+rZD8Wu30GjduHKtXr2bfvn389NNP6MS++39Ev3CStlYVmwJQ3CSS+F8b/N/Ro0cTfb9r1y42btxIZGR8JpC/vz8jR47ULPn4L8pwgJTab/PLli3L1KlT5cNsJjAwMKBhw4Z07tyZIkWKoADK+vry/YkTNL91C/2YGML19DharRprmzThybtNyLy8vNi9ezfnz59PPJVarBgMGRI/a/Tbb9CmDRgYQGQk/P13/Lm2bWHFCkiYTv6I4nbFab+hPcaWxsSEx+AyxoUrq66gVqX+Hlm/fj0TJ07EyMiIkEhtVl0swk8nivEiRA8F4FAukJ/beVD/XdrdtWvX6N69O7/++qtmKloIIXITX19ffvnlF7777jvmzJnz/xn/L0BUVBQrVqzAN5X07ShLS80a2IQPjcqICLTCwylcuDBaWlpYvwugdF++1FynHRyMIi4OlUqVqIBPlSpV6FWrFkZ37gDwsnfvRKlO738wlQAp51ixYgVH3gW2KVm0aBF+7yrH3bp1K8V2u3btSvf9Hz58CIBaoSDq3UxQQoBUrlw5IH6tzqFhw7jXrh2r363Z0ffyAtCUoVfExGB0+zYQnzqqVv7/Y3VM/vyE29gAEFugwEfT7D5GV1eXtm3bUqNGDaysrFAAhL+rSGdolaR9lQbdUSgVGOnGJalkd/78eQ4dOkRERAQxMTHJZoWpVCp27tz5SWPOzbTT03jWrFmaP799+5bZs2cnGyjFxsZy9+5djI2Nk5z7Ejg5OeHo6JhlaXbJMTExoXXr1jx//pzLly8THBxM7SdPqPT8OefLl+daiRK8ypuXnba2lHr5kqa3b2MWFsa9e/d4/PgxVatWpXLlyui8qwyEUgm1asV/TZwYX9jh0KH4GSV///jZpo0boUKF+IDJwQFSWQxpUtqEjps7ctLpJN7/enNt7TVe3XtFk9lN0Mub/F8KSqWSrl270qRJE5YuXcrff//NA39Dpv5dgmY2QXSu8op8+rEMru+DfelgNl8pxItgfbZt24aLiwsjR46kZcuWUu1OCJEr+Pr6MmDAAPz9/QG4fv06x48fZ8OGDbm+II2HhwdjxoxJlFoXbWrK8wkTyHPzJoW2xS8gf3/TzYRAKWGmyNLSEgCzd+uS3g+QdFLZy2j8+PGEHT3Kb+82p1f5+WH211/4DhhAnLExKj09lFFRHD9+nK5du1L9vZLg4vMLDAxk7969H20XGxvL+vXrmTBhAk+ePNEcVysUoFaT8C//nXfB8f/YO+/wKKouDr9b0nsP6QQSktAJoUrvXQFpFhAQURS7n2JDVFRUUBEUUEQURVSQKiBNeg8dQklIoaT3ttnd+f64u5tNLyQ0932efXZ25s6d2d3Z2XvuOed3aoI+BaTIzc1guFjGxqJQKGjUqFGZ9qGhoQBY6IxsvcqixbVrxdepTEaRszPmums1OyKihCCWysPDYGCpPDzQ2NpiZfS+qqJLly7Y2toWryjKALVustjGt0x7a5cgzK1dKMxJIdClgOQc8xLbZ86cyaxZs3B0dKywxEplhum9zJYtW1i/fn2lbWpkIM2cOdOwLJPJePfddyts6+LiwpIlS2rS/T3D7Nmz60XFripkMhl+fn74+Phw7tw5jh07BoWF9Dt5kjbR0Wxv3pwrHh5c8fAgxt2dlrGxdD13DtvCQo4ePcr58+cJDw+nSZMmJY0Ka2vhSRo0CG7eFJ6kDRtErtK5c+Ixdy506SKMpU6dQG9oGWHpaMmA+QM4suAIJ5efJH5fPGseX0Pfz/ri3Ni5THs9Li4uzJo1i4ceeohPPvmEy5cvs+WCMwev2jOmTRKdAzIJcc/jw4ExbL3gzOrTrqSkpPD222+zatUqXnrpJZo3b14fH7kJEyZM1BmrVq0yGEd6cnNzWbJkCR999NEdOqtbR5Ik3nvvvTJ5R+n9+qHy9CTN0xOnbdswT0wsaSDpMNcZSIU6BTqDB0nnPYBiA6m7UVieHqVSyYeDB6MEEoGMr77iYmQkNyZNAkoOTKdMmcKwYcN48803kctNOlV3gm3btlVbBGD16tWsXr3a8FpSKIiZNQuZWk3ArFnINBry8vIoKCjA0tKyWn1qtVqDQIOqgQhNkxcWokxNpWHjxkIRuBT6CX/LUjWELGNjhbCIVgtyOUWurgYDKat9+xJt9dehJJMR++abqB0d8Z0zB9szZ6p13mXqeebqz0UGVmV/V8hkWLq3pjDnHxo653Motuy4VavVkmZcGqYUZ86cQavV3ne/lX79+tGxY0cWLFhQYZsaveOYmBhiYmKIjo7GxcXF8Lr0IykpieTkZB40kj80UXfI5XKaNWvGmDFjaNasGXK5HLfsbMbs38+Y/ftxy8pCK5MRGRDAN337sjskBJVCQW5uLrt37+bPP/8kPj6+/DBJT0+Ro/Tnn8KD9PDDYG8ParXwMr38sqip9OmnwnAq1YdcIaf99Pb0/rh3ibykK1urniVp3bo1K1as4JVXXjGE3S3a7yXC7jKMwu6GXKFzw0xkSJw+fZonnniCt956i0Sj2UYTJkyYuNs4ePBguet37dpFUVFRudvuBS5dulRmFl+rVJLZubPhdXrv3gDlGkh646ezrn2rVq1QKpWYleNB6tOnT7nnIANmAYuAECcnFPn5KHSz4ipd6LmetWvXsm/fvuq/QRN1ytatWyvcVuTkZBDuKI/CBg0o9PWloGFD8o28rjXxIsXHxxtybQp1BpL5jRsihSE4uML9+vfvj1lSEvKCYsVei7g4ZFotZjojQ6/KWNigAfm6vvTt9cZYkbs7akdHAJIeeaREWF5F2Nvb06lTp5Ir9eF1lu6gKGvUAXg06YlSqSDQpXyV4erwX81DqpGB5O/vj7+/PwEBAbzwwguG16UfruUkqt1P1JfMd02xsLCgU6dOjBw50jDj1igxkcnbtzPo+HFsCwpQKZXsCQ1lYb9+HA8IMAg5/P3332zatImUisIWZDKheve//wkVvDlzoGtXUCggIwN++w0efxxGj4YffxRheUYE9g5k2LJhOPg6oC5Qs33Gdg5+cRCtpvJZI4VCwZgxY1i9ejWDBg0CICrJmrf+bsiKYx7kq+XYW2p4quN1Zva/SmNXoWizefNmhg8fzqJFiyqUrzRhwoSJO4UkSYZZ69IUFRVx7ty523xGdUd59Y1y2rRBYxQOlNG1K1oLC4OBpMjONmzTGz+tWrUCwMHBgX79+pXxILm6upbrQSqNvy6nxEz3v1SkFyUyYsOGDVX2Y6LuuXnzJidOnDC8zm7dmpvjx4trw9OTK59+SsysWWiV5Qc4qZ2cDMv6/B6AkydPVvscjBWW9UaL/lprYtRnaXr06IFMkrAw8iLpPZP6MNEiV1dUbm7Evf66WJ+ait2xY+JYutw440mCQm/vMrW/yqN3795lPVt54thY+1W4n9K5OZ6eDQhwLkBG7ZSAK7pv3cvUq8x3VR0D9+0MTX3KfNcGR0dH+vfvz8CBA3FxcUEOtIqN5emtW+l27hzmajW5Fhb83bo1S3r14qKnJxJw7do1Vq9ezc6dOyuMPwXA3Bx69hRhdn//Da+8ArokRqKjYf58EZ43fTrs2CGK1QLOjZx5cPmD+HURP95TP59i07RN5KdXbcC4uLjw3nvv8d133xEUFIRWkrElypnX1jVib4zIhWroXMA7fWN5pvM1XGyKKCwsZMmSJQwfPpyNGzfe9zr+JkyYuHcwqIpWQG3rudwNRBoXJdeR0bUrADZnziBTqdBaWZHeuzdqZxFu7WgkM2yWnExgYCCtdYnvAG+++SYPd+mCQqMBmYymDg4sXboUi2okugfoVMnMdQZSaQ8S3J+DvnsB46R/SSbjxpQppPfqRcqQIWT06oVkbk6RmxtZHTuWu7+xgZRv5O05evQo//zzD08++SRDhw7lvffeIzU1tdw+9AINYGQg6YRFKvMg9ejRg4iICINRBMKDBMVGvqpBA+Jefx21kxOK3Fx8vvgCc50HpjwDCSB5xAgkuRyNlRVpffpQ5Fw2JaFMeB0Uh9iVk39kwD4Me3s7/H3c8HKonZf6fvyt1KvMd3V4+OGH67N7E6Xw8fFh+PDhdO/eHRsbG8w1Gh6IiuKZrVsJj45GLkmk2Nnxe8eO/NylC9d1Lt5Lly7x22+/cejQIUMMeIU4O8OYMfDzz8VeJFdXEWq3fz+89hoMHAhffAExMVjYWdDv836ETwkHRL2kNY+uIelsUuXH0dGqVSt+/vlnXn31VUPY3eIDXry7OYCLyaLCdQf/LOYMucLIlklYKLUkJyfz7rvv8sgjj7B//35T/SQTJkzccSqrCwT3roEkSVIJAym/YUPiX36Z3BYtAHDevBkH3WRp8vDh+p1w3LVLLMtkRHh68s0335TIczA3N+ftN99kRVgYbzdqxF9vvWUQcagKvQdJnzxfVI6BFBcXV/X/nYk65dixY/zyyy+G1wUNGxrC6TJ69iTzgQcM2/Q1rUAYUvpiwfrQNIC84GAh2AAcPnyYN954g8jISK5fv8769euZOHFiufk1xgZSoe6astAZMZV5kORyOfPnz2dsq1bY2dsTaG7Oc7pyNnoDKbttW4rc3JCp1fh+8gmWsbEG48tgIHl7AxjU7zT29qgaNCBt4EASH3uMpLFjSxzX09OT0JYtWQxs161LBC7lxVMEYF2JgWTpDubOuDg78/6r42qVP3/58uUa73M/UG2Rhvfee4+MjAzmzZsHQM+ePavcp7LEr3uZO6FiV11kMhnBwcEEBgZy+vRpTpw4gU1hIf1PnqTtlSvsbNaMiw0aEOfqyg89etA0IYHuZ8/imJfHyZMniYqKonXr1oSFhaEwKrBXLo0aCa/Rs8/CwYPw11/w77+Qni4MqJ9/hpYtkT38MOETeuIa6srOt3eSk5jDuknr6PhSR8IeDqtShU6hUDB69Gj69OnD119/zfr164lJs+KDf/xp55fNmNZJuNoUMbRpKt0aZfL7CTf2RDtw6dIlpk+fTps2bXjuuedMQg4mTNwnxMbGsnnzZqKiosjLy8PZ2ZkHHniAAQMG3LWqlsZy3pJCQV5ICFaXLyPXDdJPnjyJSqUqN0H8biY+Pt7wXy/JZMS/9pph0OsRG8vBL75g4v/+xz+dOhnUwsySkzFPTGR6Xh5+zZvztJFCbmmGKBQMqeq/qBS+vmLAqA+xU5UTYgdw9erVSgfEJuqOnTt38u6775aI7MjVF6+H4nBMndhBoZ8f+U2aYJaURMKLL1IQEIDPvHklPEhaa2sKvb2xrGDy4dq1a8yePZtPP/20xH1BH2KnsbJCozMYzG/cwNPTs0oDQqlU8mGXLjQEOgDOSiULFy40hNhJutBA2xMnaGVhQY+pU/lCF86psbVFY2Nj8CDZnjpFQUAAGjs7Cn18yNep5+UFBZU45vDhw1ksl7McsAS6A0skiQF5caQCnpWE2CGTgUMzSN5NiwbZrFmzhn379vHOO+9U+j6NuR89SHWqYrdo0SJycnKYM2cOZmZm7N6923ATqgiNRlPd7u8p7pSKXU1QKpW0bt2akJAQjh8/zvnz53HNyeHhgweJc3Fhe/PmXHdy4qyPDxe8vGh75Qqdo6KgoIADBw5w9uxZIiIiCAwMrHrAIZcLZbtOnSAtTajg/fWXqKN08qR4ODnh/+CDDP+0N//MPUPqpVT2zdnHjcgbdH2rK+Y2VQ8KnJ2deeeddxg1ahRz587l+PHjHI6z53iCLQNC0xjSNBUHSzWTO9xgQGgaq064EXnNluPHj/PEE0/Qo0cPpk2bZgi/MGHCxN1PUVER169fx9raGjc3N44dO8aLL75IXl5eiXZbt27l7NmzvPrqq3foTCvH2EBK69+fpNGjcdq2Dc/lywFQqVScOXPmnpOgNvYeqTw9DcaRz5df8r8OHXC0t+eHjz/m4TVr2NeuHQAWCQmMHDmS19q0qRd1LHNzc7y8vMjT5yC5uCApFMhKjUkmTZpEgwYNsLKyYvjw4SZhqXrg1KlTfPfdd+UWc9UbSLKiIqwcHXF1dWWopSUx2dkcKCgg4YUXAAzXVF5YWAkPEkB+kyYVGkggBFA2bdpkyGlOS0szhN7pw+tAeBuDS6nOVYQ58IxuWevnh5+fH3nGRY0Bh337GDt2LF27duX3deuI0a0v9PExHNciIQGLhATyQkMp8PWlQOf5VDs7o7a1RZmTQ5MmTWjx2GM8rdu/ALgBXC/KwEqdiwpKhNilXkxFYaHA0d/oc2rQB5J3Q+JOHML+x8CBA2nfvj0TJkyotGaZnvj4eN555x1D3cr7gTpVsYuMjOTs2bOGOjpubm4VqtjpH/e7WMO9gJWVFZ07d+bhhx+mYcOGAPilpjJh1y4eOnwYx7w8NHI5h4KC+KZvXw42boxaLicrK4vt27fz119/1ayQobMzPPoo/P47fP+9ULwzMxNepR9+wH7aYzzkvoeI1mqQtET/E82ax9aQeqn8WOHyCAkJYdGiRcyZMwcvLy/UWjnrz7ry6rpG/HvFEQnwdijkxW4JvN03liCdkMPOnTsZNWoU77//fhmpXRMmTNx97N+/nxEjRjBixAgGDBjAtGnTmDp1ahnjSM+qVau4Ws0C17cb4/uofiBkPIMO92aYnbGBVKCbfFJkZ2N77BjhOmPPwcGBTePH071BA7y8vXmlf39ef/31epUObtu2rcGDhEzGzfHjufTllxT4Fc+2FxQUEBMTw7lz5/jggw9YrjNWTdQNK1euZNKkSeUaR1oLC/J0+T5Bf/+Nr48PNjY2PKxQ8IKjIx6enngGB5dQtFO5u1Ok9yDpQufzquEB/Pzzzw3hlMa/Q72hokxLQ15YSFApz011kMvlTJ06FYv0dMM6RW4uAx0dGTRoEPb29sx6803MdEZZTqtWSDqPqEVCgkHwIbdFCzRGtUM7PfEEb7zxBot++IEPzcxKyCvEAoW6/KMiI4nv3KRc/hr/F3+N/wt1gbp4B4+eoLQFrQpuCIExFxcXli5dykMPPVQto2fTpk28/fbb/6mUhWrfnTw8PEp4jL777rsq96lOm3uRu0XFriY4ODjQp08fhg4dioeHBzIg7No1nvrnH/qcOoWVSkW+uTnbmzdnUZ8+nPHxQQskJyezceNGNm7cSHKpGZJKkcmgZUt4/33YuFGE4TVoAFot8n17aR25lHFmf9Ak6wh5MTf5a/xfRK2LqrpfQ/cyevbsyR9//MH06dOxtrYms0DJ94caMGNjIMcThLs+yDWft/vG8mK3eLwdCtFqtaxdu5YHH3yQr776iqysrJp9kCZMmLgtJCUl8cYbb5SQmD106FClf9CSJPHvv//ejtOrMcY5SPokbJWnJ2qjQdFpXU4CiDyJLVu2cPDgwbt6UFKegWR59SoW5uaG4poASpmMn52c+MzBgWdvw+Tp2LFjsc7LQ6YTDcro3h21kxNZHTpUuM/y5ctRq9UVbjdRPZKSkti1axefffZZhddublgYyOUotFqWjxjBZwoFbwFtgU7AWuC17Gw8VqzAZeNGQCePrTOQrHVhcrlNmxpCNysiKyvLcF8w9pjoJb4tdOt8ypGgrw59+/bl+48+wsnBAVtbW4ZYW/PRe+8Zom/at29PU13UUVZEBCCMKKv8fKb26oW5hQUFAQHI5HKcnJ0JCQmhw/jxjBgxgo3m5sQDZoA+k+4EYKuT+E629DBIfF87cg1NkQZVjorMuMziE1RYQIP+YjlhnWG1m5sbb775Jv/88w/ffPMN7avwoO3evZu9e/fyww8/MGfOHFatWoVKparVZ3anqY6KXY0KxRqjd1eWJiYmhoyMDFq2bFlhm3udeyHEriI8PT0ZOnQoV69e5fDhw2RmZtLuyhWax8VxIDiYI40akWFtzdqICA4GB9Pj7FkCExO5du0aa9asITAwkIiICBwcHKp/UGdnmDBBCDrs2ye8S/v3Y6vOoLPFEZrG7SbaMpRjbyZy80RnOr/WGaVl9S5Nc3NzHn/8cQYPHsy3334rPF6ZFnyx25fGrnmMbp1ME7c8Wnvn0Mo7h73RDqw+5UZqnvgzXLNmDRMmTGDUqFFYWVnV7kM1YcJEnbNixQpyc3NrvN/x48cZP358PZzRrWFsIKmNVKryGzfGTmdkXLx4EUmSmDdvHr/++qthcNm0aVMWLFiArZFs9t1ATk5OSc+YkYHUrFmzMvlUTsCw23RuQUFB/PjDDwzMzuaGUWFzfaJ8eWRkZHD16lUaN258O07xviM/P5958+aVKOxaETktWyKTyejt6krzcr4Tb+BRV1cWbd1KdrNmpA4ahMrd3eB9cdq+3ZC/kzxiBB468QethQVqBweDgqGeM2fO0LdvX24aScerdAINehEFz0qujapo07IlDwKRwLuIXCFjxrdoQUJKCukKBWg0uGVl8f133yGFhfEXoFGrkcvlyHRe1QtAPvC9bv+RQCqwFfgXaK2T+E6w9kWNGMzfjCx+bxmxGbgEuxSfgM9QiP8Dss5DxhlwLPZem5ubExERgY2NDYcOHar0fb744oslXq9evZoff/yxWuqSdxN1XijWmJ07d9KzZ08ee+wxw7pXX32Vxo0b07ZtW1q0aGEKY7pLkclkNGzYkJEjR9KpUycsLS2xKiqi59mzTP3nH5rHxSGTJBIdHFjZqRMrunThmm7WJjo6mlWrVrFnz54Kw1wqRC6HLl3gq69EjtJjj6F0c8bZ35YQ7Xn6RC/CecEs/h3yGZmxGTXq2tnZmRkzZrBq1SqDgMjlFGs+/MePz3f5kpApCs12CcxkztArjGuTiI25huzsbObPn8+wYcNYsWKFoXicCRMm7hxarbbSYpKVcfLkybtO4l+lUhk88BIllbiMpYpTU1PZtGkTv/zyS4mZ97NnzzJ//vzbdbrVJjo62rAsURw6aBkbS7NS4YN3guDgYIaGh5cwLAurUML7rxbFrAtWrFhRLeNI7eBAbo8e+Pn5MboSo8TS0pIGDRoY1AglMzMxjkAY4a5r1gBC8a5A5/25Nm0aVz79lBydiqIevdBACQNJd2y9DPetGEgAc4GNQHlC4RNkMh5wcyM4OJgmTZrwZK9ehIWFEYgocqxQKpHJ5QbD6gKwCkhDGFtPAPrg0GjAO0dkNd208UMvh3bzRPF7K+FBArAPBfswsXzqbVCXnXwKCQmptlKknsuXL7NkyZIa7XOvUGsD6bvvviM/P99gIB04cIDPP/+c9u3b89VXX+Ho6MisSpRpTNx5FAoFzZo1Y8yYMbRq1QqFQoFDfj5Djx1j0s6dNNbdSGJdXVnWvTt/tm9Piq0tkiRx/vx5Vq5cyZEjR2onlerjA88/D3//jfztt7Dr3BxbT1s8c6/QYv83pEb048asJVBD921AQABz5sxh2bJlhIeHAzJOXrflzY0NWXTAi5RcM8zkEv1D0pj74GWGNk3BQqklLS2NefPmMWzYMH799dd71m1swsT9QGRkZJUhvWp7e/KaNDHI/OrJycm562Rpb9y4YTB4NHZ2BqUrEB4kYz744INy+1i3bl3l9eruADExMYblIldXtNbWgBi8BgYG3qnTKkELRFF1fSHQIg8PpEpyn6qTtG6iJJIkoVarWbFiRbXaW06din9wML42NlV6FAMCAkT+TqlQPWVGBs5bt2Jx7RrIZKQMH46kUJDbvDnIZKQOGVKivd47qzeQJIrrY+m9TR4VqB1WF3PAsZJtcwBbmQy5QoGukiRWCG+Znl6653iKvUdjAWfA36hdYOZZAGLsQ0kB8tPzybiaYdieGVvKQJLJoMVMUFhCXjycfg+0JcNJ5XI5L7/8co2VNNesWXNfjplqbSAdOnSINWvW0LdvXwCWLFmChYUFa9asYdq0afz555/8/fffdXaidxP3Yg5SZZibm9OuXTtGjx5NcHAwMpkMj8xMRh84wGO7d+Otk3C94OXFkt692di6NVmWlqjVaiIjI1m5ciUnT56snWqhhQU89BCyVauw+mkJtoN7IDdTYJd7E+UnH5AW9gDq75ZCDUNtmjVrxrfffstXX31FcHAwEjL2xTjw2vpAVhz3IEelwEqpZWTLZOYOu8yg0FQslFpSU1P5/PPPGTZs2D0dX2vCxL3GzZs3mTt3Lu+88w5PPfVUpW0lmYzYGTOIffNN4t54A1WpnJbjx4/X56nWGOMwNHWpIpD5gYGGsCEQqn3lUVRUxG6j4qp3A8YeJH14nTw/H7OkpLvGQHoEeDkqCt85cwAhsV7k5lZhe5MHqWacPHmSCRMm0KFDB7KzsyttK8lktJ40CfnIkZiZmTGJsqFopQkICECm0RhktEFcY/LCQmQaDS46Ce28kBAKfXwMv6W8Jk0MHk2AzMxMkpOTiw0kCwsknSGgTE/HxcWl3iX2vYHFwHTAOAHFWBpiMMKjJAF5gBegDxjWvxv7wjScC4RXLcYhjGQg8WRiiWOV8SAB2AZC2OtiOXEHHJwAWSUlvLt168aPP/5IAyOFv6rIzMxk586dAAYjtKL7GAiF63PnzpWYOLrdVCcHqdYGUn5+vsEdqdFo2LBhA8OGDTNY4B4eHvdtuNLs2bPvyhpIt4qtrS3du3dn5MiRhkJ7fqmpjP/3X0YePIhrdjZamYwTAQF807cvO5o2Jd/MjMLCQg4dOsTKlSuJioqqXXiLTircauUP2O1cT2arbmhlCjQ3Esl69UOKevaDb76BKqrRGyOTyejUqRM///wzH3zwgUHxbssFZ176qxFrz7hSoJZjZ6FhdOskPh96mf4hqZgrRLHZOXPm8NBDD7FmzRpT4q4JE/XI6dOnGT16NL/88gubNm2qsn1Oq1aG/IG8kBBi330XjWXxUOuzzz67q4ykEgINunBlvXiAZGZWQlmtMrZt21b3J3cLGHuQDPlHsbHI4K4pp2AG9HVzwyw11VBzqrI8pBUrVvDrr79WOdg3IbxtL7zwAmfPnq20ncrVlaTRo7n67bccf+opVDIZHsCD1TiGXg3ZOKdIaTQOsNJ5izW2tgYBBD1pugl8PQMHDjQUiTUOc1VmZNxyeF11CQYeR1yXevQ+ZDnQnGJDSAl8DOgDRPXrG2aeA6BIbk6CbSNSgBuRwvMpV4phfWZsZvnGh/dgCHpGHC3rAuwfC8degrTjBi9dUFAQv//+e40kvX///XeD6ujgwYPp3LkzX3zxRZmx0+HDh+nbty+PP/44Q4YMYeTIkXckaqdfv37Mnj270ja1NpCsrKwMIRB//fUXqampjBkzxrA9JycHpbLWGhAm7iBOTk7069ePoUOH4unpiQxocuMGT27fzuDjx7HPz0etUHAgOJiF/fqxPziYIoWC3Nxc/v33X/7880+uXr1a65kB89ZNabT3R9K/+olLHg9QoFaQcTaB/M++Rho8GD7/HBITq+5Ih1wup3///vz555+8+uqrODk5UaBW8OcpN178qzHrz7pQqJZjb6lhXJskPh92hX5N0lDKtSQmJvLhhx8yatQotm7detflNpgwcT+wePHiGgkyFA0fjouLC5ZXryLTaFA7OFCgK7KoZ8qUKRw+fLiuT7VWGBda1HuQzJOSDGFf+dWUFz548GCthCvqi/I8SJaxsXh6emKtC7e7GwgODsbZ0dHweRcazY5LMhml/6k+//xzJk2adFd91ncjS5YsqdKQVNvbc/W990gdNAg7Pz9kcjmhiIF/dfw1+kK+5kb/+XoDqVmzZpglJqLQfU+Z3boBINdNzmd17FhCJrzEeekNJElCkZNTI49JXdNa99wU4VHrjRicvwqEGbWzAVyAwCxhIMXbh6CVK4QH6YT4fAK6BwBQmF1IYWYF6Q+NJkKHH8BWZ5ol74bDU+DAeLjxD2g1WFpa0r9//2q/hxMnTjB9+nTi4oR4hFar5eeffy4hDZ6amsrzzz9PZmaxdys2NpbPP/+cCRMmkJKSUu3j3Q5qbSANHz6c/v378+qrr/L000/j7e3NEF3MZ2pqKi+88ALNmzevsxO9m7jfQuwqwtPTkyFDhtCvXz+cnZ2RSxItY2OZunUrvc6cwUqlosDMjJ1Nm/JNnz4cDwhAK5ORnp7O1q1bWbduXa3DFWQyGSETO9Nky1cc6vUW51y7kZoskXU5Ce3Pv8CwYTBrFuhqCFQHMzMzRo8ezdq1a3nqqaewsbEhV6Xg95PuvLS2ERvPu6DSyHCwVPNIeCKfD7tCz6B0FHKJuLg4ZsyYwaOPPsqBAwdq9Z5MmDBRltzc3Gr/ph555BGW/PMPzgMG4O7hQe8LFwwKVIXlSPR+9NFHdySEIyMjgx9++IGvvvqKnTt3sn37dsM2vUyxMj0dS13NpkJv7/K6KYNKpWLPnj11fr61IS8vr1xFMIv4+LsmvE6PQqHgpZdeMlwr+vo3KldXLn39NdenTi2zT3R0NF988cXtPM17iszMTDZv3lxlu+yICDR2dlhJEjPs7NgE/ITwlFSHFi1aYGNjg5mxgaSrOfTEE09gb2eH5ZUrgBB/AHD65x9kKhWSUkleBZMPegNJmZGBTJJumwepPCKA74DPda+nAruAEeW09afYg6RyEOZTklYiJUoYF0EDgwzy4uWG2elxbAqdf4HwL8G5rViXdQ5OvgF7HoLEnTwybpyh9mlt+eeff/jpp58A2LhxY4WhdxcvXmTRokW3dKyKSElJYd68eQwfPpxHHnmEOXPm8M033/DGG29Uul+tDaSZM2fSrFkzvv/+e5ycnPj1119RKBRoNBrc3Nz44YcfSniU6oKUlBTGjBljKHhaFUeOHKFfv3507tyZ1q1b069fvxIWampqKo8//jjh4eF07dqVLl26lFvQrDT3a4hdechkMvz9/RkxYgTdu3fHzs4OM62WDpcu8czWrXSKisJMoyHbyoq/W7dmUe/enPfyQgISExPZsGEDGzdurLWioUuQC4N/HYts8iS2NJ7GEetu3LimQZWVD+vWwYgRMHNmjQwla2trnnzySdavX8/kyZOxtrYmu1DJb5HuvLS2MZsvOFOkleFkpWZCxE3mDL5C54aZyJC4ePEizz33HNOmTTO46k2YMFF7jL0QFaFyc8PS0ZEJEyawXmdgBAADXFyw0IWvlWdkxMfHc/78+bo83SqJiopi+PDhLFiwgOXLl/Pqq6+WqLemr4GkTEsrHrDXQDlKH+t/pzEuyCspFBS5CElh88TEav9H304GDBjAyIgIZDKZwUDK7NIFjZ0d2RERZbxIIIQxTKINIv9t165d/Pzzz5w6dQpJkli7dm21wqKy2rfHxsaGCQ0aMMXS0lDLp7pYWVkxZsyYEh4ks/R0GjVqROfOnRk0aBBWOgPJsM/ly1jqxgSFFYSvGgwknTfjTnqQZEArhBCDnor8r/6SRGDmOeSAUqdKl5aWj1YtolucAp2wbSCC8jKqUgOWycGtM7T7Fjr+BA36AXLIvw6Rr+KX8iVvvjyp1u9Lz9dff82pU6c4c+ZMpe02btxYp6F2Wq2WX375heHDh7NixQri4uKIiopi1apVfP/991wpdd2UptYxcNbW1vz4449l1isUinoJQzpz5gzPPvssTZs2rdaM4Pnz5xk1ahSbNm0iNDQUrVbLqFGjSkhTT58+ndjYWA4ePIiZmRlff/01gwYNIi4uDjuj4n0mhKEUHBxMo0aNOHfunCgOWFBAj3PnaBsdzZ6QEE4GBJBma8vq9u3xSk+n+9mzBCQnc+3aNa5du4a/vz8RERE4l0pSrgozKzO6vtUV73be7PnQhpicNvhln6Wd5hyOZCHbsAE2bYJBg2DSJKGQVw3s7e2ZOnUqY8eO5eeff2blypVk5efzy3EPNp5zYVizFHoEZeBmW8RTHa8zKCyV3yLdOXld1Ap45JFHGDhwIE8//fQdnX0yYeJepioDKa9JE2JnzCDM0ZFtTk7oyxw+CnTs35/3vvuOLCr2wuzYsYOwsLByt9U1kiTxySefVFqAWh9iZ5aejoXOw16V9LQx27dv5/LlywQGBiKvRI2tvjH+3opcXYVKFmB+8+Zd50HSM7h5c3bk5ZGmm8XOadMGEHlgWhsbQ6iWHo1Gw7Jly6qcab5fkCSJAwcOsHXrVszMzBg0aBD+/v688sornDx50tCuRYsWVQ52AYocHbHq3Bl3Dw9G38J5TZ06lcJ163jf0hK1RkO7Ro1Y8tRTKJVKnnzySdbNno1xcJbl1atYxMWR36hRCaEGY4w9SHDrEt+3i2YFidir0oS4hWNTADKSiq9bazdrHPwcyL6eXbkHqTQOodDyQwiaBlFfCBGH5N0MdjiC4wvtefGLg0jIquymPLRaLRMnTqyynUql4syZM7TR/S5zc3NRKBRYWlYl5SGu3W3bthETE4ODgwODBw/m448/rlQsLrGKVI07d3etIa6urmzZsoWIUkl4FTFz5kzGjh1rqOQtl8v5448/8DOaTTh58iSdO3c2uBB79uxJRkYGUboKzRXxXwmxKw+FQkHz5s0ZM2YMbdq0wczMDLuCAgaeOMFT//xDmG4297qTE7888AArunQhQTcgiI2N5c8//2THjh0lYlCrS6O+jRjx6wjcmjcg1r4Ff8hHcchlIEXuXqDVwvr1MHy4CL0zSoquCgcHB6ZNm8a6det4/PHHsbS0JLNAyfKjnry6LpC9MQ5IgI9DIS93j+eNXnEEOOcjSRIbN25k+PDhzJ07l7S0tCqPZcKEiZJUNYuXMnQoLq6uSF5efKJb1wEYihADmtSjByAMpPKmznbs2HHbwuzi4uI4depUpW30Ig3KtDRD/RWNnV2ZXAkJoXCnLacA45gxYxg5cuQdDfc1NpD0ogcylQpFZuZd6UECEZ5kZW2Nd/PmdJ88ucTgWV1B8fO1a9f+Z2o6Llq0iOnTp7NhwwbWrFnD5MmT6dOnTwnjCODUqVOVToTntGjBtWeeIXnkSKxtbHAGwm/hvGQyGU8PG0bDwECCgoJ4avhw7O3tAfH//ef77+Pp6YmrqytBbm6M69MHS10uTKGvb7l96r9vvQfpXjGQ+mWeww1wV9pgbS3eW47OQLJ0sERpocTBT7y3MlLf1cHaC1rPgTZzwdIDNPk84HqIP97wwdej/gtVHz16lIsXL/LMM8/QrVs3unTpwttvv13pmFGr1fL888/zxhtvsHjxYj799FO6detWqXGUlZVVQl20POrVQKrLHCRPT89qV+qVJInNmzdjZ2fHqFGj6NSpE8OGDePEiRMl2g0fPpzNmzcbPviVK1fi5uZmSAqsiP9SiF1FmJub07ZtW8aMGUPTpk2Ry+U45+by0JEjPLFzJ4E6yzzW1ZUfu3Xjt44dSXRwQJIkLl++zKpVq9i9e3eN63rYedkx9LuhtJrQCuQKTqX6sCJ7GAmDpiD5+gpDad26YkOpih+AMU5OTkyfPp1169YxduxYzMzMSMk1Z/EBL2ZsDCTymrg5hHrkMav/VZ7udA1XGxUqlYpffvmFwYMH8+677xpCEEyYMFE1lXmQCr29sezeHXd3dyx0Hgp7RKV6/Z/Xo506ERQUhNbaGk05g9y4uDgmT55c5Z9hXVAdGW69B6m5hweeKpVBOaq0FymrUyeuzpzJjcmTy+0nLi6O6dOns3z58jtyvzEOMTauJyODu9ZAMkyPymQkDB1aYpuxqlmJ9Wp1tYqf3utcvHiR77//vuqG1SBp9GiyOnQgs2tXrK2s6MWtDzYtEBMj1ojaVsa4mZvT3NkZN3d3HnBzo0Xz5ljoDCSVh0e5kwwGA0nnQbqTIXY1wTLtKG6AtUNT3GTiU1Ul5ZIBXHW3YTUg878FA0mPe1d44HfwGwWAv801/nzJgu2/f8Lu3bv56aefahwNVB0WL17M448/bhDYkSSJv//+m/fff99wnzt+/Dhz5szhnXfeYd26dWzevLla6THG2Nvb411F7uctyczdvHmTLVu2cOPGjXLjBmNjY2+l+1qTkpJCVlYWn332Gbt376Zp06Z8//33dO7cmQsXLuCrm1GYNWsWWVlZ+Pv74+bmhrW1Nbt27TKF19UAKysrOnfuTPPmzTly5AhXrlzBKyODsfv3E+fiwq6mTYl3ceGypyeXPT0JS0ig6/nzuOTkcOHCBS5dukRYWBitWrXCysqqWseUK+W0e7YdPh192PXOLnISc9i0ERp2f4puY/IxX7lc5CStWwcbN8LQofDkk+BevehnZ2dnXn75ZR555BEWL17Mhg0buJZpwbx/fQlxz2VsmyQaOhfQMSCLCL9sdl52ZN0ZVzILRAztxo0bCQoKYvjw4QwcOLBGUpkmTPzXqMxA6rVkCXvd3QlEqF6tRHiOjKvY+ACWZma4urpS6ONjmBE25uTJkzz99NP8+uuv9fp7rEpAQWNpiVYXLjIoIgIrT0+OpqZS5OqKyssLayO1u+xwMeee3bYtGisrFPn5ZfqTJImvvvoKtVpdrRCWuiImJoZDhw4ZXhfpDaTERNzc3O7a/1BrhDjAaeCsi0uJshEVGUgAmzdv5qmnnjIkv9+LpKens2HDBk6fPo21tTUDBw6kXbt2hu2rVq2qE0Nba2ZmEEyxsLBAoVAw8JZ7FcwHVAhjqTTtgASgDSIayOPrr4kFkMko9PEpk6dUOsTubr1mSyBJkLxXLLt2Rl/9zTwplxtAmps16wBPb3t6A+aJt1hYWmkNYa+BSzs4/R7yolQcol4HzVOEhkzkm2++4bHHHqtzie7yyqrs2rWL9evXs2XLlhL3nuqUhagttTbqt2zZQmBgIE888QQzZsxg5syZZR53SiKzUFfrYMiQITRtKmI0J02ahLOzMz/88IOh3XPPPcf+/fuJjo7m0qVLvPrqq4wdO9YUKlUL7O3t6dWrFyNGjDCEMfqlpvLY7t2M2b8fT91N6JyPD4t792ZDmzZkWlmh0Wg4ffo0K1eu5MiRI4bvrjp4hXsxYuUIGg8QUpUxu+JYtTSX+JfmCeEGHx/QaGDNGnjwQZg/HyrJDSiNp6cn77zzDqtWraKbTj70QpINMzcHsGCfNym5ZijlEn2C05n74GWe6nSdINc8QOLSpUt88skn9OvXj3fffZcjR46YJMJNmChFdnZ2heFLEb16cVg38B4HBAIzgGal2ikRoVN29vaVqsFdv36d7777rg7OunyysrLKRCmURu89kisUDIqIYNy4cQToPUjG0tMUS39LCgU5rVpV2u93331Xq7Dl2rJ06dISg2mVrv6hWVISzZqV/obuLj4GGgDmenUu3X25MgMpISGBc+fO1fu51Qd5eXnMmTOHQYMG8eWXX7Jjxw42bNjAtGnTWLt2LSB+h3/99Vetj6GxseH65MnktGghQtp0huRbV6+yjOor1lWFjPKNI4AXgK8QuYkWFhYs/Owz7HS/ifLqjOk9SApdm3vC+M29KgQUANyKDSQLXYidwsMGJyDH1Zo4ID1HhbqgDmo4enQXineOLQAJLn8Lx1+hkZ8HL7zwwq33X01mzZpVwjiqb2ptIL322mv06dOHbdu2ERUVRUxMTIlHdHQ0LjpVm9uNk5MTMpkMr1IhCz4+PgavVl5eHgsXLuS5554zuAkfffRRcnJyWLBgQaX9z5gxg5deeomXXnrpP5uLVBEuLi7079+fYcOG0aBBA2RAo8REnti5k+GHDhmKzZ709+ebvn3Z0rIlORYWFBUVERkZycqVK4mMjKy0CrMxFnYW9Hy/J71m98LCzoK81Dz+fnEr+845oV7xG7z9tvAcqVTw449CHnz5cqiBIRYQEMDnn3/OkiVLaNasGRIyDsXa89r6QJYf9SCjQImZXKJzQCZv941l9qAYegenYWWmoaCggI0bN/L0008zZMgQFi5ceMc8qyZM3G0YFxotjbpLF1SIIokDquinEWBpYYFFaCgFfn5ozcuvsLJx48Z6K/p84MCBKidB9BLfHk5ONLC2Ri6XM7p9e8zNzUso2RW5uSEZCR9kt21bab8qlYojR47c4juoHvHx8WX+9/QGknlSEsOGDbst51FbPIBvAX+5HIu4OGx0YgOVGUgA48ePZ/jw4Tz66KPMmTOHQ4cO3fWh1JIkMWPGDFatWlVmll+SJObPn09BQYFBhrm2pPXrR2bXrtyYONFQD8tXoWB6t240vaWeq4810Ini2kqhoaE81qEDgY0a8dDbb/Pyli2odEVnJbkcjc5jpMzIoFOnTrfpLG+R5H3i2cobbPyxAOwA82RhIA1ws+FXwNPNGgm4DmSk5JXfV02xagDtFoP/ON257IYDj/PwgHAefvjhujlGPRMWFsbTTz+Ns7Mz2dnZVZahqXWIXVxcHEeOHMG8gj8igP/973+17f6WsLGxISwsrESNBoDk5GRDeJ1arUar1ZY5f3Nz8yo9SLNnzzYkCJooHw8PDwYPHsy1a9c4cuQIycnJhF6/TpPr1znj58ee0FAyrK05GhjISX9/Iq5cocPFi1BYyJEjRzhz5gytW7cmNDQUhUJR5fEa9W2EZytPdr67k+tHrnN21VmuHb5Gj/d74LamP/z2GyxbJjxIX30FK1fCs89C//5QTSWo1q1b88MPP7Bjxw7mz59PQkIC2y46s+uyI+39s+kZlE6Qaz4+DoU83jaRMa2TOBxnz95oB84nWpOYmMjSpUtZunQpzZo1Y9CgQfTp0wfHKv6YTZi4X7l8+XKF227oPBE9qHjWWE9DEKE0/fuTGB6ObWQkvvPmlWmXlpbGgQMH6NKlS63PuSKqU59I5emJmZkZoa6uBj2oEEtL/AMCyMrLQy6Xo9Vq8R82DFlAAGnp6aSlppLbogVaMzPklUwcnTx5kt69e9fRu6mY1atXlzAEJZlMqNgBjS0t6dy5c72fw63iDfwBjFi8mCM9epBL1QYSYCiCeeHCBVatWkVERARffPFFtfOjbzd///03e/furXB7RkYGc+bMYd26dRW2qQ45LVpgY2uLZ6NG+DVujLWjIwMtLW8th6MOCJbJ2GlhwS4LC3YBKfPm4fL668hzcw2TD8qMDDqUyke7a9GH17l1Npy/G2CRmIsN0NzdBlfgKycrPpbLUGsl/knOZaxPHY1X5UoIfQkcmsKZWZAXh+zgBP73yKuEt/mI45GRSJJEjx49eOmllyjQFey9W5g3bx4uLi5MmiSky6OioggJCamwfa09SCEhIVXOltV1HaTKmD9/PmPHjjW8fvHFF1m7dq0hMXfr1q3cuHGD8ePHAyIkrGvXrvz4448Gb8Xu3bu5ePFijaoHm6gYmUyGj48PDz74IH379sXJyQk50CIujqlbt9L/xAlsCwooUijYHxzMgn792NukCSqFgvz8fPbv389vv/3GhQsXqhWeZuNuw6AFg+j4UkcU5goyrmawdsJajv98Fu24R2HtWpgwASwsICkJ3nlHvK5Cdar0e+rVqxe///47M2bMwN3dHbVWzr4YB97fGsAbGwPZdtGJfLUcc4XEAw0zeb1XHPMevMzIlkl42gnP1ZkzZ/jkk0/o27cv06ZNY82aNWQYxcObMPFfoKL8I7WdHXE6r0SfavTTSPfs5OKCra0tuU2bIlUw8bFhw4ZanGnlSJJkSCqujOy2bXH38KCt0bkFAEqlEtcWLfh7+3b27t1Lh6lTMTM3p5VajUyjQWthQW7TyufiSyuN1QeSJJUoegvCKybpwtUm9ulzb4QqIQY/4W3aGHJQ1I6OSDJZhWp25XHkyBHmlWOI3w1kZWVV69xu1ThS29pS0LAhLi4umFtYcNPTEwtLSyqXuro9lD4H54AA4mfMID842LAu2MWFwYMH394Tqw3qXEiPFMtuDxhWj5ckXJLz8ESMgQDc5TIcXUQlpa0peeWqe5ZBpYIbN0RaQlV49YMOy8DaBzT5cGYWvV3/4bUXnuJ///sf7dq1Y8KECTV5d/VOjx49ykS1VSXMUWsD6aOPPuKFF16odFBXXUnu6pCfn0/37t35+OOPuXnzJt27d+frr782bI+Li+PChQuG15MmTeKNN96gb9++dOnShY8++oht27aVUNf59ddfcXFxoUOHDnTp0oUXX3yRpUuXVqlQ91+W+a4NMpmMgIAARo4cSY8ePbC3t0chSYTHxPDM1q30PHMGK5WKQjMz/g0LY0G/fhxu1Ai1XE5OTg67d+/m999/59KlS1WGNMjkMpqPa85DPz2ES5ALWo2Wo98cZe0Ta0lLKhJeozVrQH9DPHcOJk6EGTOglMexMszMzBg+fDh//fUX77//Pq1btwbgWqYFy496Mn11EEsONuBCkrhJOVurGdo0lTlDonm331V6BaVjY65Bq9Vy6NAhPvzwQ5OxZOI/R0UGUk5EBGYWFtgjkq+roi3gCQTJ5fj6+uLVsGGFtYV2795daZ2i2nDjxo0qIw/UDg6YdeyIvZ0dxv8w+n8kLZBuZ4elpSV6U2eQgwPWutyX3JYtK+3/3Llz5Jcj5FCXXLp0qUxYij68zkKpZPi9EqqkY8iQIYYcFLWjI6lDhnBp/nwyunatdh+rV6/mkpG4xt3CwoULSU9Pr9M+mzRpUiacKrdZM5ycncuIn1Q8L3/7aIPwFjYBPgI8razwa9UK9WuvYWNri4+jI98tWHBvRAQl/guSBuQW4Fwsmt4ntwj//CLMKTaQAAJcxdgjLTmPCrN2VCr45ReRetCpEwwZQnaXLkROnEhWVapw9kHQ8Wfw0klwJO6AfaMh5SAAEydOZPjw4YYyOnea0uP6LVu2MGPGjEr3kUm1DKLt2bMncXFxXLt2jUaNGuHq6lqmaN3+/fvvOhfbrZCVlYWDgwOZmZn3xg/qLkWr1RIVFcXx48cNQh4FSiWHGzfmUFAQKqVwzNvn59P5wgVaxsai0F2mjo6OhIeHExgYWOVMpUal4eiio5z66RSSVkJhpiD8qXBaPNYCuUIujKPPPwf9zKu5OTz2GIwfD9YV1bGumOjoaFavXs2GDRtKyJe72BTROSCTBwIz8bQrjgPXSnD2pg2HYu05lmBHrqo4lFAulxMeHk6XLl3o2rUrPtUsfmvCxL3EkCFDuHHjhuF1yuDBpA4dirmlJQ3DwngQeKuafUmIJO6BQBLQ4LvvuPHtt+W2ffPNN3nooYdu6dyN2bx5M2+9VfGZtm/fHvNHH2V3hw44y2RsBowDhwcAycAwYDrQS7d+GTD955851KYNljExNHz33SrPZcaMGTz00EP14slZtGgRS5YsKbEuo1s3bkyaRJC1NSd0+Sf3Ep/s388HLi6Qk4NZcjIWzZpRdPw4AbNmVbuPtm3b8s0339wR79n169c5fPgwWq2WTp06sW3bNg4dOlQvNbI+/vhjevXqxaZNm9i+fTu5ubmkP/88V0JCcJTLMZYJ2QrUvQh0zdHfFwB2Aa8YbfMH/rzdJ1RbDk2B9OPCIGlRfG2mR6fz+6jfARi/YzwW9iLcc8tLW9i7O5YLj7ek0fT2fFy6v6goePnlMhPD0UABIlfPpVcvMXlclVf1xlY4+xGos8Vr/zEQ/BwoLMjIyODUqVO89NJLZXZTKpUMGDCAjRs3otVqUSgU9OrViwcffJANGzbUmUKdtbU1//zzT5lQ2KrG9LU2kJRKpSGfpyISEhKqnWx/L2AykOoWtVrN+fPniYyMNBjSeebmHAgO5mhgIGpd7pFjXh4PnD9P8/h45LrL1dnZmfDwcAICAqr8U0o6k8SumbvIuJoBgHtTd7rN7IZTQychm7ltm8hL0g/UXF2Fp2ngwGrnJxlTUFDAtm3b2LBhA0ePHjXaItHItYAHGmbSwT8LG/NiV7ZWgjM3bThcjrEEQiiia9eudOnShRYtWlQrL8uEibsZjUZDx44dS4TPXpkzB5WnJza2tvj5+bGImheYfA3YAbS8fJmTFYR5d+3alblz59b21MswZ84cVq1aVe62b775hoiICCYCp4CHgdLZuWuAD3XLQcAlwBLYCfwVH8/k/Hw0BQU0efJJ8hs2ROPggN2xYxWezyeffEKvXr0q3F5bxowZUyZvLGnUKFIHD2a4lxc/3YP5lOeBRyUJVWEhFmZmoFCQnJiI05gxKLOzq93P1KlT6dWrV7X+k+qKTZs28cEHH9S5zHJ5BAYGsnLlyhIT4VqgP5CGUJH7GlADrsDmej+jmqNBTKCk6l6HA4vu3OlUn9xY2DNCLLdbDM5tDJsSDiaw6dlNKMwVTNw30XDt7Zm9hwOrz3NyYBB5s3qwxri/gwfhtdcgL09MDI8aBb17Izk7M+3qVbquXEn3/fvxBGjQAD75BMLCKj/HgiQ49S6k6cRirP2g6RvgIiLJyptcmTJlClOmTCE3N5f4+HgCAgKw1JVBSEpKYsyYMXXi7X/wwQeZ8dZbZCImpuwQRnO9GUgNGjQoMfNX2zb3EvoPc9q0aQwZMuQ/Xyy2rigqKuL06dOcOnXKcKPPtrRkX5MmnAgIQKO7ITvn5NDlwgXC4uMNsaEuLi60bdsWPz+/Sv+UNCoNR7/VeZMkCYW5grZT29Li0RbI5DKhardiBfzwA+jDVMLC4NVX4RYKHt+4cYO///6bDRs2GBJ8AZRyLU0982jvn0W4TzZWZsWDRL1n6XiCHSeu2ZKaV9JFbW9vT8eOHWnfvj0RERH3TIE7E3cnkiQZQrPOnDnDkiVLSE1NJTg4mClTphAYGFgvx71x4wZDhgwpsS5q0SK0VlZ0uXmTV3v2pDZD/GWIgVqQRsO1Hj3Iyyur4mRhYcGOHTvqLLn+0UcfLRHirUcul7Nr1y4yrK3Rp4F/B7Qq1U4CpgH6LCYZwogaCWQC3TUaMjMyGLFtGxt79SI2KQnfzz/HtoK8o9DQ0FtWJitNXFwcw4cPL7M+ZuZMNCEhvN2oES/fI/lHxiRTjkqiJPHAtm3sf/PNGpdn8Pf3Z+7cufj7+9fVKZZLSkoKw4cPL/f6vlX0g0Y9dnZ2LF26tEwB4AsIWW2AdcD7wBGgM/BlnZ9V3TAf+FG33BeYfQfPpdpEfQUxy4XR0eVPg0ADQNS6KP6d9S8Ovg6MXjPasP7Y4mPsXXyME+28ObNwEHsQky4cPw7TpkFREXh7i/InOhn0DKA3gCTx1D//8OQHHwgjysICFiyAKsoNIGnh6q9w8WuQdM4Rr0EQ8gJapQN79+5l48aNWFpa0qtXL7pWEcoaGRnJZ599RlRUFHK5nGbNmtGjRw/MzMz47LPPqvXR2Xl7E/rbbxy1tET/SzYHLK9fJ2z2bBYsWFD3BtJPP/3EY489Vmmbv//+mwEDqhJovXcweZDql8LCQk6ePMmZM2cMUrwZ1tbsa9KEU/7+aHU3BdfsbLqcP0/ItWsGQ8nNzY22bdvi4+NTqaGUeCqRXTN3kRknbv4ezT3oNrMbjv6OokFKCixcCOvXGyrcM3QovPQS2NrW+r1JksTZs2fZsGEDW7duLTErUpmxBBCfYUHkNVsir9kRnWKJRMn35+PjQ7t27YiIiCAiIsKkimei2pw+fZr33nuPq1evlrvdycmJX3/9FVdX13K33wrHjx9nypQphtdaCwuidDOMb54/z4wRI2rV7xHgaUSCbZcZM/h369Zy282bN69O1Ozy8/Pp1q1buQPp4OBgfvnlF35EDMzcgQ2Un/x7AxiPCG/5ADAeOgxFSPa2BY5Kos6a8soVAt5+m/LudjKZjO3bt9fJ/1R0dDTr1q3j559/LrOt0NOT6DlzcHFxYaOHR53Vu7mdaIAOUCaRvTcw7tQp5s2bx+nTpwHxe6hOXo+zs7Mhx7m++Omnn/jyy7o3Q/z9/fnzzz85efIkp06dwtLSkgEDBmBbzv/fQmApQiTlN+AoMAd4GWhf52dWN8QC+jvLOKBs4NddhkYF/w4GVRoET4fAx0tsPv7dcY5+e5QGbRowZHHxhNP51ef5d/YeIhs6cez3h/kJCL1yBSZNgpwcaNxYjHWciwMhzwATdMvNgGWxsfDiixAXBzY2sHgxNKmG/EZunAi503uTzOwhaBr4PgSymkXlSJJEYWEhZmZmhsiZnJwcRo4cSUpKSoX7tWvXDpeWLYmcMIGb5UyENQYW15cHqTp4eXlVqTN+L2EykG4PeXl5REZGcuHCBTQ6RZV0Gxv2hoRwxtfXYCi5ZWXR9fx5mly/bhgkeHh40LZtW7y8vCo0lNSFao4sPMKZX84YvEkRz0TQfFxz4U0COH8e5swB3R8jXl7wwQfQosUtvz+VSsXBgwfZtm0b//77b4mCynpjqa1vNq28c3CwLFmzJbtQwYlrtpy6Ycv5RGuyCsoKqQYHB9O6dWtatmxJq1atcNcV2zRhwpj09HSGDRtW5Qz00KFDeeedd+r8+Bs2bGDmzJmG1yoPD658+ikAP968yciePWvVbw7QXbc8YfdulpUT+w4i/+ndauT0VMWxY8d46qmnyt320OjRvPnqq4wDLgKPAc9X0lc2ovaGVan1rwPbjF5fS0ggKysL76++wr5EGG8xX3zxBQ888EC526rLiRMnmDp1aoW1o5JHjCBl2DDae3uz3cGhXGPtXqAvIkwMRPhNNmADbEd8H2lpaSiVSuzt7ZkxYwZbKzC6jWnfvj3z588vk5tdV0yaNKlelAsnTpzIM888U2b93wgjaBzi85IQHs5YYIruca/wNGIi5R0weHbvWuJXw9nZIDOD7hvBomRm157Zezi/+jyN+zem5wfF98zY3bFseWkLUXYW/LtzPO9nZzPgkUfg+nXw9BTRMm5uJfraTHHOpzuwCSAxURhVN2+CoyN89x1UJ9dQkuD633BhLhRliHV2wRD2Gji1qs0nUYL9+/czY8aMEvneet59912GDBliCGu2RBQZb4qYENGbVSH1aSAVFBSwYsUKzp8/X66Cz2+//VZi8HevYwqxu73k5OQQGRlJVFSUYXY21daWPSEhnPPxQdIZQJ4ZGXQ5f56gmzcNf9Cenp4GQ6kibp64yb/v/UtmvPAmuYW50fXtrrgE6Wb9tFpYt04IOeTni3ykJ58Uqnd1lANUmbEkQyLAuYDW3jm08skhwKms4El8hgVnb9pw9qYNF5KsKVSX/TP28vKiVatWtGrVipYtW9KwYcN6+9M2UXO0Wi179uxh3759uLi40Ldv3zKhLPXB4sWLWbx4cZXtLCws2Lx5M3Z2diQlJXHu3DlcXFxo1qzZLeVaLFmyhEWLijMA8po0IfbNN0GS2KfR0OoWJiNGAleB0MJC/v3mG1z+/BNFOQpvq1atuuUQwqVLl7Jw4cIy629MmoTT6NG87uzMF7p1PwGhtTjGcuAro9fa1FSiEhOxSEig4YwZ5Rom48eP57nnnqvF0QQqlYphw4aRnJxc7nYJuDJ3LjIvLz4KDGTqPXxP0RuwAE8iwiAlREHZ0iV6k5OTGTFiRLVC2+RyOZMnT6Z9+/Y0b968zu67aWlp9OvXr0aFauVyOb17967SuFuxYgVNSnkJjiOMCn3W7HDEb0xXMpTfKJbavxfIRHi7ulNSLOWuQ6uBPQ9B/nXwHSFyekqx+YXNxO2No+XjLWk/vdhvl3w+mTWPrSEe2LL3CRa+8yZtd+wQAlTLlkE5973vENc8CC/3AXSfT1wcTJ4MaWng7i6MpErGViVQZcKlb4Shpw9ya9AfmkwHy1ubvM3JyWHTpk2cO3eOpKQk7OzsGD16NG3atCGd4hIRXyGKCBuzZcsW1q9fXz8hdleuXKFPnz6G0AyZTFbmxyqTyQwegPsBkwfpzpCdnc3x48e5ePGi4RpLtrNjT2go5729De280tPpev48gYmJhgGDl5cXbdu2xdPTs9y+1QU6b9KvwpskV8hpOaElbSa1QWGuu3XGxcFbbwnVO4CWLYU3qY5zf/TG0o4dO9i7d28ZqW8nqyJaeefQ0iuHUM88rJQlQ3q0ElxOseJ8og0Xk624nGJFflHZ27+1tTUhISGEhoYSFhZGaGgovr6+90z9kvsJSZL46KOPWL16tWGdlZUVH374YZXx2bfKlClTOH78eLXavvLKK+Tk5LBkyRLDPb1du3Z8+umnZeR9q8usWbNK1GDJat+ea9OmoUxP53JwMG6lZjdr1DciJwLg6tWr2C5bhms59Y/Mzc1Zvnw5jRs3rtVxVCoVw4cPL1OUXJLJuLhoEYHNmmGmK0buh1DMqs2v7CgwVbcsB77SahkSF0deXh6NX3wRs9TUMvu0bNmS77//vhZHg9zcXL7//nuWL19eYZu8oCBi334bbx8fdtjbcy/rbE4H9KLGSxH5MyeB0cCr5bRftWoVc+bMqdExevfuzQcffIBSeWvlU6tSTKyInj178uyzzzJ27FgKCwvLbePl5cXatWtL/BckA48gPGzWgN4sdETkrNzKdW2iCq5tgtPvAHLo+hdYlzVK/hz3J6kXU+n0SieajWlmWJ+bnMuKAStIAgqftODJJfPxA/jwQ6hgcv89YL3R600ITxIAly/DlCmQlSWMq2XLaqb2m3URzn9aXMtJYQWBEyHgEVCYV7+fSohGiPSMA2wRXiNrhNhNeYZwvYk0jBw5kqysLL7++msaN26Mt7e3QZAhPj6e559/nkcffbTcpM57FZOBdGfJzMzk+PHjXL582WAoJdrbsyc0lCij2QyftDS6njtHQHKy4abt4+ND27ZtKww3SzqTxO73d5N2RXhCHQMc6fp2Vzxb6gyroiJYtAh+/FG4jm1thfxl37718l61Wi1nzpxhz5497Nmzp4xylFwm0dC5gKaeuTRrkEtj13yU8pI/ZQlIyLDgYrI1F5OtuJhsTWqukvL+ymxtbQkLC6NJkyYEBQXRuHFjAgICMDevmxuXifLZtGlTheFrU6ZMYejQoRUa97dCUVERHTt2vOV+Ro4cyeuvv16rfZ9++mmOHDlieJ3avz9J48ZhHRtLYr9+tzTbfh2RiH0aOJCSQt7WrfhWoFrn5+fH77//XitlyN9//51PPvmkzHqVmxuxX35JUFCQIaF6MsVGTk0xDhtsg5jl7SJJ3EhLw+z117GLjCyzj5mZGf/++2+NfsNarZaff/6Z77//vsroj6SRI8kdPZpBAQEsv8cnV/QGtQLYjRjwz6XinDGtVsvkyZM5VYMi4yDEPF544YVan+e6deuYVQP5cT02NjasWLECHx8fjh49yv/+978SIgx6Xn75ZYaPHcuriAHmBwhjcQXCIPoJEYa1wGifiUDZgDwTt4w6D/aPg7wEIXTQ4r0yTSRJYlm3ZRTlFdFvXj/8uxQLg2g1Wr7v+D2aglQekK/GQqklaNgwePvtCg/5JGB8J1mGyEUycPo0PPWUqJ/UvbtIQ6jJfVqS4OY/cOELKEwS66x9IORlUfz2Fu8jnwO/IsJjOyOk5rsifsvlUW8GkpubG+fOnTPM8pXON8rMzKR///71osV/pzAZSHcHGRkZHDt2jOjoaIOhdMPRkT2hoVwyGkz6paTQ7dw5/IxmV/38/AgPDy93dlpTpOHEshNEfh+JVq1FJpMR9nAY7Z5th5m1Tknu6FF45x1I0v24hwwRSne1qJtUE65fv87evXvZs2cPx48fLzMDaK7QEuyeR1PPPJq45dHQpQCFrOxPOz1fSUyqJTFpVsSkWhKdZklOYfkzmgqFAn9/f4KCgggKCqJRo0Y0bNgQLy8vU4heHVBYWMhDDz1Ekv5aqoDHHnuM5557rk4/8zNnztRJpXOlUsnWrVtrdT8cNmwY165dM7xOHDOGtIEDaXD5MpeH1k1mwGbgfyoVMadOETR1aoWz3DNnzmSwvnh0NaksBC07PJy8WbPw9/BADhQhwpD8anj+xowGriDquIxBJFOfAbzXreNaBYPmadOm8cQTT1Tab1FRETExMZw7d44FCxZUu7ho7Ouv4zZgAFNtbJhe/bdxV/IN8D0QDPyCEMzQp7svBcoL9szKyuKll17ixIkT1T6OQqHg119/rVVYZ1ZWFkOHDi0358KYd955B0tLS5YsWUJiYiJNmzZl6tSptDQqNJyUlMR7773HoUPFJUT79u3L+++/z1qFwqDs9gPCeIxBGEETdetXAPN0y78gPjcTdcypmXB9A8jNofNKsCl798hPz+enPkKt8uHfHxalS4z4ue9yWh9fjJlzJjdCA2nz669kWFuzEFFKQIEwJJ5DTJvq67HpmQOUyQTdtEmMgUB4lIyEdqqNOg+il0HMTxRJRSgBmWsnCHkBbCv/bfyOuC49EZNFT1PsHZoEhiLbel4DRlXQV1Vj+lr7epVKZZlBpkajMczCOTg4lJA1vp+YMWOGKQfpDuLo6EivXr1o3bo1x44dIyYmhgYZGYw6cIBrTk7sDg0l2sODOFdXfuralYZJSXQ9fx6ftDTi4uKIi4vD39+f8PDwEupcCjMF4U+GE9grkN0f7CbxVCJnV50l9t9YHpjxAH6d/aBtW/j1VxFit3OnULs7eVK8rqpOwC3g5eXFqFGjGDVqFCqVitOnT3P48GGOHDnCmTNnUGngzA1bztwQSkNmCi2BzgUEueUR7JZPkFs+NuYanKzUOPnk0Man+E82JdeMmDRLolOtiE+3ID7DgvR8JRqNhujoaKKjo9myZYuhvbm5OX5+fvj6+uLt7Y23tzc+Pj74+vrSoEEDU42mavLLL79UaRyBUKsyMzMrN3G6ttRVcrdareaff/5hRA0V57RabZmwNLWT+HN3rUPdoBaAmbk5Tn5+qDw9sSh1TD3ff/89AwYMqNG1u3nz5grzc9SBgbi4uNAEISOcx60ZRyDCX44gcj9ADErPAMrQirOaFixYQFFRUQm1QBDfm0aj4csvv2T9+vUGmffqIslkOHTsiLWNzT2pXFeaAYiZc33VrAZAGHAOUVOrPAPJ3t6e7777jvj4eBITE5kzZw7R0dGVHkej0fDpp5+ycOHCGoc0L1++vErjqE+fPgzVTS70rSS6wd3dnQULFhAVFUVsbCw+Pj6EhYUhIWbg9axEGEdQMofjEcAXKMRkHNUL8X8J4wgg9JVyjSOArIRiNVw7L7sy25vkHsc9P55MtS2L330Xb2tr9iAmbPRcQeSP9abYOFIg8s3K/XcaOBAuXIBffhGqdkFB0KNHzd6f0hqCn+Fvn6GknZ9Lr+TdeKbsh70HwXsIBD1Vbn6SFliCCPdMQggwhCIKa2sQsvOlaVfBKehzkCqj1h6k0NBQVq9eTaju5hwREWGo4A2wceNGpkyZUmKG8F7H5EG6O0lNTeXo0aPExsYa1sW7uLA7NJSrRkZ8YGIi3c6fx8tohtTf3582bdqUMfYlrcTZ389y5OsjFOWL20mjfo3o9HInrJythKt4zRoh4FBYKEQbHnlEJDLWszepNLm5uRw7dowjR45w7NgxLl26VDYfEAkvBxWNXPJp6FJAQ+d8/JwKy4TlGfpUKYjPsCAhQxhMcRmWJGRYlCsCYYxSqcTLyws/Pz+DEaV/9vT0NHmedGRnZzNo0KAa1TD56KOP6NOnT9UNq8Frr73Gjh076qSvFi1asHTp0hrtk5SUxMCBA0usi33jDfJCQ+kTHc1fNfTmVISEKGSZKkl0+/df/n3llQrb1tSL9NRTT3GsgmKtDosWkRkezkiEAl198AfwMeCWl0dyFflqCxcupHnz5vz2229s2rSpyoF8ZYSGhtLjqadY2LkzyGRsRhQGvd/QS7N7AWupOscmKyuLd955h71791bZd1hYGN27d6d///6VCgnpSUlJYdiwYRXmDun5+OOP6d27d5X9VcRB4Nly1jsjvLGmu3c9I0mi3tHF+eK1Ry9o9XGFoWeX/r7Ezrd3YuNuwyObHim58epV0jsNRJ2Zy64+w/jkr2KZF19gLCLvbi8iJO0jMHiCmyPCkx83WlcCjQaeew4OH65U9KEykhCTPXlA5+T9fBH1BbIc3X1JbgEB46DheDArlpc/jlBLlAGBCONOf4+9TPEEhx53YCMV/3brzYPUp08fevfuzcyZM3nyyScZNWoUY8aMMcxabN26lccff7yKXkyYuHVcXFzo168fycnJHDt2jLi4OHxTU3lk715iXV3ZHRpKnKsr0R4eRHt40PjmTbpcuIBXejqxsbHExsaWCb2TyWU0G90M/67+7P1oL/H747my5Qrx++Jp91w7Qh8KRTZ8uCic9tZbcPEiLF8u3M8vvCCSIG9TXL6NjQ1du3Y1JPXn5ORw+vRpTp48yYkTJzh9+jSFhYVcy7TgWqYFu3X3IIVcwsehkECXfBo6FxDgUoC3QyFmcgkbcw0h7nmEuJccwKfkmnE9y5wbmRbczDbnZrY51zPNSc8XuU1qtdrgpSuN3uvs5uaGh4eH4dnd3R13d3fc3NxwdXX9T+Q9bdmypcYFHt944w3Onz/PE088gZ1d2dnC6iJJUp3KA586dYq4uDj8/KrvIymv/IPeg+Sjq6ReF8gQs/87ZTKcu3dnyJAhFc4azp07l4iICDw8PKrs9+bNmxUaR5aWllg1b04mEFT7U68S/cx9ipUVLj4+pCYkVNj2mWeeqXYNn8ro27cvs2fPRi8p0oD70zgCEVo0H5HPdhSIqKK9vb098+bNY9WqVSxcuLDSHK5z585x7tw5vv32W5588klcXFzw8fEhIiKihGdJkiROnTrFc889V6Vx1LRpU3pWIo1/HJHE7of4TZT+lUmIHCMAf4R8t54OmIyjekedB+c+huubxGuXDtD83UrHEdnXsgGw9yk1uNdoYOZMlDItGebOXAgbBIAD8AQi5MwcMXk0BmGs6GU/rBH3ltNAYkUHVijg44/hscfg2jVRJ3L5cqiB42AuxYIf+9w6cdW1Aw2vbYBL34r8pOgfIP5PaDQZfEeCwtxQ6qAlIrfoK8RvE4S3F4RR5I3wCHfk1sRDau1BiomJYdOmTbi7u/Pwww9TUFDAmDFjWLduHTKZjP79+/PTTz/hbFSE6l7HJPN9b5CYmMixY8dI0A0YJOCqmxv/hoVxzeh6bJSYSJfz5/E2GjSUl6MkSRJXtlzhwNwD5KeJUBT3Zu50mdEFl2AXIeDw22/C3awf9LZpI3KTgupziFQ91Go1Fy9e5MSJE5w/f55z586V8LYZI0PCw06Fn1Mhvo6F+DoW4OtYiJttUbnt9ag0Mm5mm3Mjy4KbWeYk55iRnGtGco4Z6XlmaKTq36YcHBxwc3PD3d0dV1dXg1Hl7OyMTCYzeKl8fHzIz89n+/btXLlyhaKiIhwdHfHz86Np06Z4e3tjUU6BuLuBxx9/nHN6VcQaYmtry7hx4xg3bly5xRur4tq1awwbNqxWx66IJk2asHz58mqFqGm1WjZv3lxGnCJq8WK0lpa8l5nJK3UgIKHnJ0SieSPgy5s3efDBByus6+Pn58e3335bZe2wiqS9Afo99BBb33wTiYrzV+qCPIqLyT64di1/vf9+PR1J4OjoyIoVK/Dw8GAmQrygLxjyVe5HngEOIxLVP0GE97SnWD64IlQqFevXr+ejjz6q0fHMzc3p27cvSqUSa2tr9u3bV+G92phhw4Yxffp0HBwcyt2egJDm1uueNkaE0hnflZcAetH9rxEeBX38zweIwbSJeiLjDJx+F3J137X3UGg6A+SV+zB2zdzFxQ0XCR4STPd3uxdv+OUXmDuX3JR8/rYegfyBCBwXD6E9wltkzBFgGsXXRjAi3G4hIsen0kIQV67AhAmiDEr79vDVV9UqgXIO4Z0C4aVRIxTnhgNoCiH2N4heCmpdSKllA7SNpzDYayBJcgUvI4wkfR+bERLlfyDEbF5C5Co9ClRUqrleZb4rIiMjA3Nzc6xvc5jR7cAUYndvcfPmTY4ePWqYrZaAaHd39oSGVmko+fr6Eh4eXmKgVJhVyOEFh7mw+gKSJAkv05hmtJ3aVog4JCfD/PnCiwRC3WXUKKH6cgsz/vVBTk4OFy5c4Ny5c5w/f56zZ89WWtTZQqnFx7EQH4dCPO1VeNkX4mmnwt2uqFwxCGMkIC1PGEspucXPaXlmpOcpSc9Xkl8kpz6EYu3t7WnWrBlt2rShQYMGuLi44OLigqurK7a2tlXmAaSlpXHo0CFSU1Np1KgR4eHhmJubk5eXR0ZGBm5ubpiZmVW4f1ZWFgsXLuT8+fOoVCrc3d3x8PAoIetdW+zs7JgwYQLjxo2r9BxKU1X9owcffJCJEyeSk5PDhAkTUKlU1epXJpMxdepUHnnkESzL8QLl5OQwd+5ctm3bVsZ7prWwIGrJEgB+kckYVkleTU05iUjelSHkXr+aPbvSz9/a2pq33367RDjj9evXiYmJwczMjMLCQl588cUK939l2TI+aya0n/6l7ICkLnkQMfh9XaPh3DffsHbZsjr/Fbm6utKyZUuefPJJgxz6cCCOYsGI+5WzwHjdsr6ALMCbwEPV2L+6RWVri6enJ6tXr67S6z4HWIXwGuh/zb9S7OH8G9Brmw0H3kCIMPyC+N1sBUqm/5uoE9S5cHkxXP0V0ApBhtDXwGdYtSJQ1k1ex80TN2n7dFvaTGojViYlwciRkJdHcus+rIlsWH4InhFbER4kLcJz2hWYifDErK3qJHbuFJPBAMOHwxtvVHnufyIMcF9E8dbNCAP8A6M254qyOHLlB7rG/Ya/VkUBcMTKm7WNJvE/r4G4yZX0RCh8fogQDjlHSTGRqqg3FTu91OTAgQNp27Z0KbX7E5OBdG9y/fp1jh49akgKl4AYnaGUYGQoBSYm0uXCBXyMih77+vrSpk2bEmE3iacT2fvRXlIvCnU8G3cbOr3aiYDuAWLAHRkp5C8vXRI7ODmJeN3Bg2smiXmbycnJ4cqVK1y6dMnwuHz5cqWhYHKZhJtNEZ72KjztVTSwEwaUm00RLjZFyKs5WitUy0nPV5KRrzQYTen5ZmToljMLlOQUKshV1Z0hZW5ujouLC05OTlhZWWFhYYGlpaVhcB8dHU1UVFSZfC5zc3OD0SCXy2nVqhX9+/fHx8fHEDZobW1NYmIikydPNpQ/qA79+vWjbdu2fPjhh9XeJzAwkKlTp9KtW7cqPTg5OTkMGjSowvCfRYsWER4ebnidnJzM+PHjqyUmocfHx4fPPvusRG2hnJwcnnrqKaKiosrdR+XhwZVPPwXgmKsrIVV4cGqCCvGHr0bIEzdOTeXhhx8mKyur0v2aNm1K165d2bdvX7XlnN3d3Zm0YQMfyeV4UVyLqb54DSEiYAPkAg+cPcve8eMr36kaODk58fDDDzNx4sQydXsyEUnRIPJ0mt7y0e5u9J+xMTKER6nigDbB1atXefjhh2tU0LUmfPjhh1VGsmQCAxGCCq8jjJ44RK7RBF0bvcH7AEIqWYEIxxuPUDn7uO5P/b+NpIWEdXBpIah04w37MBFSZ1f9krsrBqwgNzmXnh/2pHE/3f32tddgxw5wdyfpvYX89bQw0CfunYjSsmKP1BaEOtzziO//GYRBvQHh5al0xLt0Keg96s89B1Xcg75EePYfQNybZ1OcL1SE8AR9hbhnu+Tf4PnLSwi6vpEiSYMV0NCyAfgM5T2vAay39mGw7vyLEN7PDpUeHfH5awrIylPXj4Ekl8vp3r07H3/8Me3aVaQTcX9hCrG7d5EkievXr3Ps2LEShtJVNzd2h4WVNJSSkuiiU73T4+PjQ3h4uMFQ0mq0nP3tLEe/OWoQcfDr4kfn1zpj18BOxAD/+Sd88w1k6+YdmzUTN696VLura/RqY5cvX+bq1auGR0JCAmlGn095yJBwslbjZlOEq20RbrYqXG2KcLMpws22CEcrdYUiERWejwTZhUqyCxRkFSrI0hlOWYUKsguUZBUoyCtSGIyp/CIFeSo50j1SxnD58uWEhYVx6NAhXnzxxWp7b0Dk4vXs2ZOgoCCcnZ1xcXHBwcEBS0tL1Go1169f5/XXXy9TgFiPs7MzmzZtKjMgTk1N5cMPP+TEiRNVGhXGODk5GWppGcsJl0dekybEvvkmciA9JARlHU8kPAacR4SSPAHs3r2bl156qU6PATB+/Hjyn3uOVYhQj8/q/AglMQ6LAhHO1+STT/j9999r3JdSqWThwoX4+/sbwlnL4x+Eh8Ec4SGrvu/y3uQqIlTHCmE8LETkPYQAP1dj/zfffLOECmhdMXbsWF566aUqveDfI2TMHRAD0IUII6k14vpJpzhkcDlCvU9PEWKwfPdO691jSFpI3i8Mo+yLYp3CGho/Cf7jQF59FU11oZqlnYU4zoPLHsS9mTvs3StyoAHmzKEgvBPLe4lizyN/G4lzo+qlvMQCel1SvXG0juK8tdUII2c2woBGkoSS79q1SMC+2bPZ37cvOQgju7TJp590GA08TLEy5xSEx0qf+9QAIbkP4Jp3nYeif2DctfXYSSJEOhU4ae1HvH0IhXIz1HJznpCbYaX/v5fJQFsEqgxQpUOR7lmVyfUcW2bvCqufEDtXV1cSExP/U5K+Jg/SvU9lhtKe0FDiXYojVhvqDCXfSgylnMQcDnx+gJgdQgxVaakkfEo4zcc1R66UQ1oaLFgAa3WOapkMHnoInnkGHB1vy3uuL/Ly8rh27RoJCQnEx8cTHx9PXFwc8fHx1fQ4SNha6KTHrdQ4WatxtFLjbC2MJydrsd7eUn1L5o0EFBTJyVUpyCuSk1uoIFdnOOWpFOSqFBSo5RQUySt9Vqll9WpoBQYG8ttvvxkGPBcuXGDWrFlcvHix3o5pzPPPP89jjz1WaRuNRsMrr7zCnj176vTYWe3bc23aNDzlcq6EhNRp3yD+yFcjZvzn6NbNmTOHVatW1dkx5HI5v/32Gx83bMgxRFjf03XWe/mcQxh8FoicJHvgz/R0RowYUSNjtk2bNnzxxRfVCo1/BdhFyc/yficV8RnbUjJ/Yg0iTKgyYmJiGDVqVJ16kYYNG8Zbb71VpXGkBQYjkvCfBJ5C5FQ9gzB6tgEnEDkbFgiDt9bKXSaK0RRCYarwDuVfF8Ve8+Ih/YR4BkAOvg9C46lgUfNc/fTodH4fJSZCHt/2OJaWiJD+69fhgQdg3jwkYHnP5RRmF9L3s74EdA+oVt/G+Y16FlIsmf0oQlI7DGFUA6BWwwsvkHHwIHFmZnyycCFRrVvTheKaWXrGAReBlxEhuv0Q0t16zBBezecQeZxLEUqKnwEt8m9Cwhq4/jcF+dcx1uO0Bqr3DgELd7LCV9aPil1ISAi5ubmVGgpvvfUWH3zwQYXbTZi43chkMry9vfHy8uLGjRscO3aMGzdu0DA5mYDkZK66ubE3JIQ4V1di3N2JcXcXhtKFC/imppKQkEBCQgLe3t60bdsWDw8P+szpQ+yeWPbP2U/2jWwOfXWIixsu0unVTnhHeIvK1cOHwyefwLlzsHo1bNsmjKThw+/qsLvKsLa2NhSRLU1+fr7BcNKr2iUlJRkeop6HjJxCJTmFSuIzKj6OXCYMKTsLDXYWauwtxbK9pVqss9Rgb6HGTrfe2lyDmZFnSgZYmWmxMtNWfJBqUqjWGU06w0mlkaFS6541coo0MgrV4tl4W5GmuI1KXfxcpJWh1ortDw/ujKwwBeRmIDcnJCiQ5T8uY9Xvf/DDDz/csgJZZTg6OlarlpFCoeDjjz9m+vTpFaq41YYiJyfMzMxo61vVcLN26DOazhute/nll8nPz6+yFkZ1eeKJJ2jYsKGhbkz1A2VqTxhikHsDMejIAmROTsyfP59nnnmmTCilubk5Y8aMoXv37hw8eJDk5GTCwsIYNmxYtST4s4F9uuX/UtK+caJ3KEL6+zrCm1ZVvkPDhg2ZMmUKixYtqqJl9ZgyZQqTJ0+uVh2lCxTXstGXXm6F8IblI2S99UGvTbnPjSNJAiSQNLqHFiS17tl4WVPyoc4DTT5o8kCtf9atU+eK16p0YQwVpollTWUKpTJwewCCngb72leR0tdAMrcxx8LBQoS4Xb8OFhYiUkUmQwbY+9qTfC6ZzPjMavdtjVA7jKP4WjmKMJBUiCKzICYLLiNEP1Aq4ZNPSJg8GeWlS7z88su888MPHPP3R61rl4AIz9XrbfqIT4NOiFA+M0Ru3wREyB2ISaYHEMqKDgBWnuKzazwVi+zL3Ew9iCr/Jo2kIny0RaBV6b5rHTIFmDvqHk5gpnu2cBHFkyqh1h6kffv2sWDBAubNm1ehLKqXl1elid/3GqYQu/sTvUdJnysiAbGuruzRyYPrCUhOpsv58/ilphrWeXt7Ex4ejqenJ0X5RUR+H8mpn06h1YjBeGDvQDq80AFbT1vQamHdOiHkkKm7WQUHw+uvQ4v60rq6O8nLyyM5OZnExESSkpJITk4mOTmZlJQUw+uUlBQ0miruYBWglGuxMddiYy4MpoqWrc21WJtpsFRqsTTTGp6tzLS3NShPqVTQqFFjFIpyBqkyBRqUJCWnc+3GTQoKNRRp5ag1MjQSqDWyEq81WhkaSYZWC1qp1LLhWbTVL3fr3oNOnbuKPxPjh1xZdp1MQUGhij9Xr2Hnrn+RJBmSJGarJUmGVtcvkgiJ1CK2S7r1xm0lCTSSDPX48UjDR9BZac67MjnI5IDuWSYTx0WmWy8rtV3/mckqTA6OQhS3BGFQOBpt27lzJ7Nnz74lA3TUqFG8/PLLZCsU6KvQGCfBG9AP0kAMxpCMBm6614Z12srbadWGQZxK0jBW0iCX1LwvaQmRNOTn53D29EmSEm+iURfi7eVJUONA7GysjAaIGt3AUANa44GhGuNB4mFJQ6xWjYekIRKQy82YKlNiJjfTXSO6Z51xLx4WxcsK43Vm4llh1EamuG1lEeqC+Yj8qyBKFlatCEmSWL9+PevWrePEiRO1Oma3bt346KOPKhdkkCROITFb0jJR0nIVLcslDU0kDd8bfcezJA2HJDU9JS2pkoYLkoaRkppxxsaDtuQ1ULNHJQaH/qHVALrtWrXRcgXt0eq2VdSvtlRbtdE+unV3AnNnsPYVDxt/8OwNNrc+EXT6l9McmHsAl2AXRnzSDh5+WHhxpk2DJ54wtNs+YztXtl4hdHgoXWZ0qXb/qUAK4n75AyJ8dylC/vsJo3bjEB5IPZOTknhiwgSCkpK44OXFzGXL+MDZmRkIQYWPKa4NtwpRzygLUY+pLcWGUX1Tryp2PXv2NITTNG7cGDc3tzIzUPv376egoKB2Z38XYgqxu78pbSgBJeoo6anIUNIrpaVHp7P/s/1cOyxEUpUWSlpPak2LR1ugMFdAVhZ8+y388YcwmgAGDYLp08HFeK7yv41WqyUjI8NgPGVlZSGTycjKyiIuLo709HTy8/Nxd3cnPDycVq1acf36dc6dO0dCQgJJSUmcPHmylgNfCaVcKmE0lXjWLVsoJMyVWswVEmYK3bNSwkKhxUwhYaEUz+YVvJYhZvV9fH2wrIYkuUarJTUlldTU1DoL2TEzMyOwUSCKWngyC1UqUpJTyMys/uykMTKZyFVSu3uQJZfhhIg7rxtkhmctYjZdK5PhD9gZbUMmo6CwkOgr0RQViXxC/ScrSTJKf8qSUQOZXIGvjzdubq4gSeQgcUXSIkOimSQhNxg0UN8DtMuI2V0vShqAt4oGEQ5j/Dk46o5Td8hAptQZvIpiw1e/DuP1xtt1RruxMV3quxWvjYwv43Uyo7bGeQtV9JEmk7ERGZJMxjBJi4PeC2H4vvVeCaNlJNBqkJC4cP4ssbFXkctEr3KZhLm5EqVCQZGqAJlMrAOQy8DF2ZGgxo2RyfQeEKnkMXT9S0jEAAWI3CEF4ppwpeTAMwPhAdO/IwkRKnh3aa3eRSgsRa6QwgqUumeFtW7ZWngkzJ1EqJy57mHhLLwVivqp67dvzj7OrjpLw54N6cM/QpjB1xdWrQIjVdMj3xwh8vtIvNt5M2jhoBofR188WIEIrV1LydxKB4QKojnCAOoB+F68yPLJk0nKy+NicDA/fvstl3Rj5naIME8Q3ug7WYij3lTslEolvlWEQyQkJBj+cO4HTAbSfwN96J2x91PvUYo1MpT8U1Locv48/ikphnUNGjQwGEqxu2I58PkBchKFlr+9tz0dX+mIfxd/0fjiRRF2py/aaW0NU6eKOGLlfR3scNvQarVcu3aNxMREUlOFYZGSkmJ4pKamkpWVRWFhIQUFBSVEEczMzGjcuDF+fn4oFAo0Gg2ZmZkolUrMzMxITEzk8uXL1RZSaNeuHZIkceTIEQAUCjkPj3iQaU8/hZWFUiSTSkXiWf+o4PXNG/H8s+Vvzp89gQwtSrkw6MwUWuS6wZVCJooBy2USCrlYJ5eDQiYZll2dHXmgUwfs7WxKze6WN3usLt5WYiAokZqaQkJ8nNguw3AOUL7moKOTI56engDIZTLiEeFbLkDVZVprRwwiVMSd8oubqlRFXL9+vULVRqWZElsbG8wtLFDIFSiVCqysrFEqi/Nw0xHhbubowk5uI3GIAYrhM5QZef+MPYHIjV7LjdopRZJ4CW+hkjiZgn9lCrQyBRqZeK/9JTVe2iJxTRiuTf2ySjw0heJ61RSK12VMzXsXCbhC+cZHdfcvyM8nJycXMzMltrZ2hutIkkR5gezsLCRJws7ODhcX12o52HIQ10FpGiJCpco7fz3BGIXYycr3HBdfS/IS10jJ14pyrq3ytt9CW/31i7xUH6X7LN1/Tdrr3pvCkmIv9d3D2olrSTyVyAN9rQnb+oVY+dln0L17iXYXN15k17u7sGtgx9j1Y2t8nDyE0aNBqIBuBDYhwuIOI5TmJgNTKc5vUwB7Dh0i7YUXSCsqIrppUz5euJACGxtkiOvPXdfPnaTeDKQGDRpUKV9bnTb3EiYD6b9FeYZSnIsLe0JDuWpUSNbPyFDS/4d5eHjQpk0bPF09OfnjSU4uP4lGJcLFfDv70unlTjj4OYh/w7//hi++EIIOAIGBIob4PyKffzeh1WpRqVSoVCpsbW2rzMsoKCjg4sWLJCYmGkIG9c9ZWVnk5ubSoEEDBgwYwIgRI5DJZFy8eJGUlBSaNGmCyy16DFNTU9m4cSM7duzgzJkz1d7Px8eHiRMnMnjw4GrlnlSH9PR0Dh48SHR0tEHtUAihSJibmeHv70uzpmF069qVNq1bigGfbub7JUnLCUnLE5KWx3RGV8lZ+PJm5qWyz0CJ+HN9yBqwVJLYjkQE8IJhm3F7EcaWlp5GamoqKlUhqkIVRWoVzk5OBAYGIi8xStWFvRl5GFbI5GxFRmuZjBcMoYBgCA00eCTklPRklGonM15faj99uxIGjZIvZXJ+kSl4QKbg8zoc0M1E5AdEIBKgtcD/is+kekiSkQFVCBqVeDa8LiwZJqUPtyoROqUtZ7txO/13LZX8Tkt8zyW/6xLbS7Qp1UfpfYH9ksQBJGxkcqYgR27waum/Q6OwUIMXrKL1RvsYXx8VtS3Rn1iWZHLeRcYFmQJLmYxc3Tp7uZKlyJGXMpb3y+S8IVOglinxlSlYaeyZM3FXoynSsKzbMjSFRTzithWblDhRnH7RIkpb0omnElk7cS0ymYyJ+yaKKJYaMhE4pXvehjDCX0XkEulDTP+HmORaiMjT+wk4/++/aF57DblGw8VWrfh0/nwKrYSprldRvJPUmYE0cWJxKuJHH33E1q1bq1Q82rJly32Vp2PKQfpvcuPGDY4fP861a9cM68ozlHxTU3ngwgUaJiUZDCU3Nzdat26Nk9KJg3MPErs7FgCFmYLmjzan9cTWmFmZQW4uLF4Mv/5aHHbXp4+Q7Kwgx8+ECWOysrK4fv16CU9Zbm4u+fn5huLdvr6+hIaG4u/vX60k79vF44iE35eBms9xVo+/EIUIPRED/vpgGnAIEaM/rZ6OURGrEWp9frrlukCLkIDOpPrFUf8r3ASGIMyl+UDHO3s6/EFxvaJvEYU/UxDf2ZvltJcQ1+hhhMzy6+W0MXF3knwumTWPr8E38zT9bPcLxdyffoJyFEDz0/L5qe9PAIz6YxSOAY41Pt4CRB6SXrgBYBnCEHoDIdktQ4RHX0dId/8P4aF89Z9/mPLmm1hotZyIiODzL76gyMKCIcC7NT6TuqNOc5Ds7Ox45ZVXAHjuuedwNqobc7tISUnh2Wef5dChQ8TExFTZ/siRI7z11lvk5OSQl5eHu7s7K1aswFUXJjVz5kz++usvHI3klsPDw/n888/L7c/kQfpvc/PmTY4dO1bCUIp3cWFPSAgxRoUtvdLT6XzhAkE3bxoMJRcXF1q1aoXZTTMOfH6AzDiRs2HjbkP759vTqG8jMWCNjoZPPwVdGBaWljBpEjzyCFRRLd2EiXuV4Yg/3ncoVtuqay4iEopBVF1vUg/HGIhQDZulW76dHEfUEZEjYvtvtT6RGpGQ/aTu9WbKD038L/MsIkejA8UqW0/Cba+69gNiEAvF9bcigT+B6VQcApiFyB/pj04hzMQ9wdlVZzn48U4GXPseL18FDBkC75ZvbkiSxLJuyyjKK6LfvH7FIf414AzFRYVBF0KHCCVWIQztSKPtxve/N4GcTZt47913SZUkjnTqxBeffcZkc3Mm1/hM6pY68yDd6XC5M2fO8Oyzz9K0aVM2btzI1atXK21//vx5Bg4cyKZNmwgNDUWr1TJq1Cjmzp2Ln58fIAyk7t27071UzGZFmAwkE1C+oZTg7MzekBCuGHl7PDIzeeDCBYKvXzeEozg6OtKiaQvyD+UTuTQSdYEoeObRwoOOL3fEvam7COfYvh3mzgV9PSE/P3jlFejU6Xa9TRMmbhv9EbPdcxD1deoDLaJgbBQiXGwhdTuQzUEMTkEUEK37ak6Vkwb01S3/QQ3qgZTDVoQHAsTn1hSh2maiJPqiucYsRSh+3S7iEBMMAN0QXsQ7mfhuov7Z+c5OFD8upZXqMPaN3ETpEPeKM+FWP7KalKgUOr7UkebjmtfqmGuBDxH3g9JFktMQKqHJ+uMhvE0g8j4TgKA1a7jx4YekA8e7dcPtk0/od4dzrasa01c72LQ24Ri1qeZdEa6urmzZsoWIiIhqtZ85cyZjx44lNFRUwJDL5fzxxx8G4+hWmDFjRr1UxjZxb+Dp6cmgQYMYNmwYPj4+APikpTFm/36e2LmTJrqcpUQHB/5s357vevXijI8PWiAjI4Pd+3YTZR1F+JxwAvsEiranEvlr/F/sfGcnucl50Ls3/PknTJwoFGni4oTK3csvi1oHJkzcR+ir9djU4zHkwIu65SMU1/OpK/QxDTJuzTipLU6IQqYAV2+hnwxEqJYu4wsoNrxMlKQbJWskgTCabic6iR9cERMMJuPo/ifz2GWCUw9gZq2Exx+v1DgCcGzoCEDKhZRK21XGMOALoBklZb5BFHH9BCEEEkjJ4slW6ModPPQQia++CkCbf/+lzTvvFKcT3AG2bNnCjBkzKm1TbQ9SbWoa1UcdpGXLljFz5sxKPUiSJOHo6Mjrr79OZGQkCQkJuLm58d5779GqVStDu5kzZ3LlyhXi4+NRq9W0atWKmTNnGkLwSmPyIJkoj6SkJI4fP05cXLF+UKK9PfubNOG8tzeSbnLBOSeHTlFRNIuPR6H72dna2hJgFUDiX4kknxXzL0oLJS3Ht6TFYy1EflJcnFCn2b9fdG5uDhMmwPjxoiicCRN1iBYReuN4G4+nr9C+DPEHXJ+8BOxGhNitqMN+1yFCS7x0y3eCCYhwGA9EaFVNsmRjEbVP/kKoSzkgBBpkiPyamqd2/ze4CkQjPr8FgBtC6et2SR18AvyOMNbKTw4wcT9RmFXI6ZCH8c88iX2bxlhs3QBWVpXuc/b3s+z7ZB92XnaMXVdfWZ4iV9EKEXpXHsnAwuXLGfXVVwQDikGDRGhgHQkF1ZSqxvTV9m+lpqbSq1evGtXeSNOrct1mUlJSyMrK4rPPPmP37t00bdqU77//ns6dO3PhwgWDPHlAQAAuLi4sW7YMSZKYNm0aXbt25cSJE5UXYzNhwgh3d3f69+9PSkoKkZGRxMTE4JGVxUNHjtDlwgX2Bwdz1teXNFtbNoSHszc0lI5RUbSIiyMnJ4czOWew7m1Nw/YNSVyfSF5yHscWH+PCXxdo92w7GvdvjOzLL2HPHmEoXb8uBB3Wr4cXX4QePcoo15gwUVu+BpYj8hi634bj5Rot16cHSc8TCAMpCiHL7VRH/e7WPd/u0DpjxiCMtERE7L87Qi2qKo4jKtYbl2V+Aah+Wcn/LgG6x02EgZSM8OpU53OvC87pnpvepuOZuLOkbTyAX+YpkMlQvvx8lcYRQIPWorpc9vVschJzsPWwrWKP2lFVHpsb8NDjj2NXWIhi0SLYuFFM8r7xxl05hqm2B6k2UrAymQyNRlN1wxpQHQ9SQkICvr6+jB8/nmXLlhnW+/r68uSTT/LOO++Uu19GRgZOTk788ccfjBgxosx2YxU7vQHVr18/k5qdiRKkp6dz/PhxoqOjDRMKaTY2HAgO5pS/P1rdjcA+P58OFy/S6upVzHSuZguFBY6xjqRsT0FTKH47bmFudHqlEx4tPKCwUKjVLF0K+vo77dqJ/KTAwNv/Zk3cdwxCDLA7A1/ehuPdBAbrljdR/5XU1QjDrwAx496tDvpMQSQla7l9hmVFJCKMm0uUrXJfHqm6dqlG6zoCX3H7xQbudfRyyKOA127D8YqArrrnu0FJz0Q9I0kkdnoI+alICjwb4ntpR7W8L5JWYnnv5RRmFdLzg5407n+7q7SVPiEJFi6EH34Qr8eMEekDt8FI2rJliyFFRqVSVapiV20PkoeHR41FGho0qLua6DXByckJmUyGl1fJWt8+Pj7ExsZWuJ+joyMODg5ER0dX2v/s2bNNIXYmKsTJyYlevXrRtm1bIiMjuXTpEs65uQyKjOSBCxc4EBzMiYAAsqys2NqyJftCQuhw6RJtoqNBU0iiTyLKMUrsTtuRdSyL5HPJrJ24lkZ9G9HuuXbYTZ4MAweK2kk7dsDhw+IGM2oUTJkCpmvTRC1JQQywQeTpFACW9XzM2+1BUiJm248hZvrrwkBajzCOnIEH6qC/W8EDIc19CSE5XhnZiIF8KmCPSLy2QswEm4yjmtMHYSBtBZ6jZHHW+uAKwjgCIbls4v5G2vUvynOn0AIFTzxd7dA0mVyGR0sP4vbEcSPyxp03kGQyeOYZMeH7yy+wcqVIHXjuuXo3koydGllZWSxYsKDCtvUq0jB69Oga71MX2NjYEBYWpitSWExycrIhvA7g5ZdfLrE9NzeXrKysEm1MmKgtDg4OdO/endGjRxMSEoJcLschP5/+J0/yzJYttLt8GTONhlwLC7Y3a8bX/fuzr0kTCpVK1BZqsttmIxsuQ+GlQJIkrmy9wqoRqzj01SEKbV1gzhz45hvhOdJqxU1m+HChaHMHkx9N3LsYl5pVIYyI+sbYQKrvAaWelrrnE3XQlxaRtwNCovzO6jIJOuieryCMXmPiEef7FzAJYSTKEDWivBAhh6ZSobWjP+IazgBW3obj6cPrvLh9OYMm7hBFRRTM+gStWsN1uxC8pgyueh8j9GF2NyNvVtHyNiGTiRSBkSPF6+XLYcmdLh1bknq9D37xxRf12X0J5s+fz9ixxclnL774ImvXrjVIMW/dupUbN24wfvx4Q5vVq1ezefNmw+uPPvoIb29vBg0adNvO28T9j729PV27dmXMmDE0bdoUhUKBfUEBfU6fZtqWLXS8eBFztZp8c3N2hYXxdf/+7A4JId/MDNxAPUiNprsGtaWaooIiTi4/ycoHV3JqxSk0LduI4rKvvgp2dpCRAbNnw2OPwYkTd/qtm7hH0MdZnym1vq6V3sojR/dsze0bmLfSPZ9HGIK3wmlAL/j/4C32VVeEIDxCIAqBghhMj0cUDv1A94hGJFR/BJgKCNw6ThQXOl6OuL4OUezlqSuyEJ4qvYJdWB33b+Iu5I8/UF+MRitTkNRrNDbuNfO3e7byBCA9Op2CzIL6OMOaI5PBa6/BUF31u8WL4ce7p6BAtSe7CgsL2bNnD5Ik0a5dOywt6zvwoiT5+fkMGDCAmzdvcvPmTbp3787IkSN59tlnAYiLi+PChQuG9pMmTSI9PZ2+ffvi7OyMUqlk27ZtNGzY0NDmgw8+4OOPP+bjjz+moKAAd3d3tm3bhp2dXaXnMmPGDIYMGWLKPTJRI2xtbencuTOtW7fm1KlTnDt3DpvCQnqePUvHixc5LnXlBgAAbW9JREFU3LgxRxo1osDMjD2hoRwKCqJtdDTtLl3CpokKqZFE4fFCOA7aDC0H5x3k7G9niZgWQaOHRyHr21d4lNasgagomDwZ+vWD55+vUgbUxJ0lFSEe0AGoXHi07rmuO3ZPiqWq7RGDsL3Aq9RvuFWe7rl+0obLpwXiPRUhBrEtK29eKfqAbD/A5xbPq66QI2o9bUcYuXmIfCv9QN0dEc5oj8hXql1lFBPl8RiiDlWWbhlgKtRpUcx3EYU69ZgMpPucrCykxYspzFIR7RSBz4iaZ5u5hrqitFCiLlRz/eh1AnvdJTnLcjm89ZYIt9uyBebPFxEwT5QWE69btmzZwvr16yttU22RhoCAAGQyGTKZjO3bt5cwNP4rmGS+TdQl+fn5nD59mrNnz1JUJIYuBWZmHA0M5HDjxuTrhEDMNBpax8TQ4dIl7AoK0OZrKThQgPa0FitzKxQKBW5hbrR/vj1e4V7COPr002IPkqWlqKf06KMiztfEXccGhKSyHDHwuZ3i7b8Bn+qWFQgls2cRanZQ/0VP1wLvAw0RcsW3izHAZUSuyPgq2lbGN8D3QHuEitndwmpE0VBjGiHU7ZpjyjGqT1YA84xe16WkvAqRN2fslVrC7VPNM3EHmDuX/IVLSUtSsy14GqO3P4mlQ82dFFtf3crVnVfx7eTLgK8G1MOJ3gJqNcyYIfKqQZQymTatXnOS6qxQ7NWrV4mJiSE6Ovo/aRyZMFHXWFlZ0a5dO8aNG0d4eDgWFhZYFhXxQFQUz27eTM8zZ7ApLKRIoeBw48Ys6NePTa1akelii3VPa6zGW5HnlUdWVhY3Tt1gw1Mb2PziZtLN3EUs74cfCs9RQYFQjHn4Ydi1SyjImLirSNA9a4GLt/nYiUbLes3RQYiCfwBvUzJPqK65HUViy0PvNTpZaauq0UsXed5iP3VNB4qNIDkiP2oZxd4zE/XHOGAxwvAHISmfUUd9R1FsHE1DeHhb1VHfJu5C4uLQ/rqSvOQ8zrt2IXB4q1oZRwChw4WUR8KBBLKuZdXlWd46SiV89JEQoAJYtkzkWd/BfGpTLmYtmDFjhkEm0ISJW8XCwoLw8HDGjh1LREQElpaWmGs0dLx0iWlbttDn1Cns8/PRyOVENmzIt337si48nDRfR+yG2WH1iBW5DrlkZmZyZccV/hjzB7tn7yEvvAv88YfwHpmbw7VrQg582jS4dOlOv20TRsQbLV+osFX9UDpl1x1Rr2IWIj8lBhHSozer6zqfwjgH6XaiDys7V2mrqtF/fndGs7VivBAepOkID+U73D4RjP86MqANQtVOf10fraO+T+ueGyJCY0djMnjva778kvzkHLLkDiR4tSf8qfBad+XT3gc7LzskSeLCmtv9T1MNFAqYObNYuOH338XrOi4XBCLEbsaMygPaTQZSLZg9e7Yp/8hEnWNubk7r1q0ZO3YsHTp0wMrKCjONhnZXrvD01q0MOn4cp9xctDIZp/38WNy7N3+0b09yqBv24+yxesiKHLMcMtIzOP3baVY+uJKjy89RNOFJcaPp3l0c6PBheOQRIeZwh4o5myiJsYF0/jYfWz/A14f1tdU9hwBv6ZZ3AX8CfyPCe76qw+PrPUi3MwcJivM2UhDFPWuL/vO72zxIIAboj1P/taVMlI+S4tC3w5U1rAF6IRVT3th/gKNHUW/dQX5qHqfde9H88dZYu9R+Kkkmlxm8SFHrotCo6t7wuGXkcvjf/0SIHcCmTfD668V1H+uIfv36MXt26SDkklQ7B8mEKQfJxO1FrVYTFRXFyZMnyckR8+xamYzz3t7sa9KEZKNrMDApic4XLuCTnILqVCF5/+YhL5RjbWWNvYc9rSe2JmxkGIqTx2Hu3GIPko2NEHMYPdqUn3QH6YlI6gYIBn65jcfWF4Z9CzFj9gCino+eDxCS0BaIIqsaRHL/Nupmhk3f/xCEp+p2oUUYe/nAXETBzdr00RHxmXxLsXF5ryNJEtnZ2SQlJZGenk52djYFBQWo1WpkMhlWVlbY2tri6uqKh4dHlcJG/2V+QVxfPhTLwd8KQxBhnTOA4XXQn4m7lKwsNI9NIPPfE9w08+Vkh6cY+dvDmFmb3VK3+Wn5/DLoFzRFGlpPbE3EMxF1dML1wA8/gL5OUfv28NlnYFV3fvCqxvQmA6kG6D/MadOmmVTsTNw2NBoNly9f5sSJE2RmZgJiYHbZ05N9ISFcd3IytPVNTaVzVBQN429ScDif/AP5yLVyrK2tcfFzIfypcIIGNEK+fp1QvEtPFzv6+IiaBF273pZq1iaKyUIYSHoUCKGG22GuahADfC0iZ6JNOW3yENLF10qtryvxhjeAfxCiCa/UQX814UkgElEP6Ola7J8E6CLmWQt419F53QmKioq4du0acXFxxMXFkZeXV/VOOlxdXWnUqBHBwcFY1eEA5n7gEsXS3+u5tVDMFEStJYBfgaBb6MvEXUx+PponnyJ7834KCiT2hTxJj5VTcG7sXPW+1eD498c5+s1RZHIZDy1/CNcQ1zrpt15YtUrkIgG0bAlffCFKmtwiehW7BQsWmAykusDkQTJxJ5EkiejoaE6cOEFqaqpYB1x1c2N/kyZcdXMztPXMyKBTVBRBlxMo2J9HwbEC5JIwlDxDPIl4JoKACFdkP/wg6ijpVPSIiICXXoIg01/v7eIcIgzKmB+Bprfh2IkIDxLAOkTeSnmcQijbeQIFCGnw6ZQ979owHdhP7Y2UW2EuYoa/E7ULGzwFTETkgOwHbm1u9/aj0WiIi4vj0qVLxMfHozGK9ZdUWsyupGN3+QY2SWlYZOegUKvRyhUU2tqQ5+5MZpgPRY2ckCnEpIpCoSAoKIg2bdpga3u7gybvTrRAPyAdkQc29Bb62okQZbBGhL2aciTuQ44eRfXuh+TsP4VapeWQ70iaffMMDXvUnTiaVq1lzeNrSL2YilOgE0MWD8HS8faW7qkRGzbArFlCsKFJE/j6azCaGK4tJg9SHWIykEzcDUiSRHx8PJGRkSQmFmuQJTg7s79JEy55FmdDuOTk0CkqitCzVynYnUvhqULkMjlWVlb4tvGl/fT2eDeQ4MsvYedOsZNcDg8+CFOngnPdzFiZqJitiHAZF0QSfQLwOiJ8pr4HQMYD/ANUXhgvBzEw+wxYhfA8za+Dc5iEUJKrK4OrJmxByF47IrxYNfWd6r87N0R+1r2AJEkkJSURFRVFTEwMhYWFhm2ym/k4H7iIx/lLNEi6irWmav3CdAsXEhqFkNC7Deogcb9QKBS0aNGCVq1aYWZ2r5mNdc8MxLXSD/jwFvr5ClGANgIhL2/iPiI5Gc2nn1Pw2zryUvOQJBkn/IcS/M2LBHQLqPPDpUSlsHbCWjRFGlyCXBj0zaC720jasUPIgKvVEBAgPEk+t1Z5zmQg1SGmEDsTdxOSJHHz5k0iIyNJSEgwrE90cGB/cDDnvb2RdOFyDnl5dLx4kabHrqDamYPqggqZXOQSBHYJpOPzHXHLixX5SRd1QtM2NjBpEowZY8pPqkeWAgsRstPuFA/UlYjBVM+Kd71l9AN8V2BzNffRz2Jb6JZv9crQ1yO6EzkVcUbHrE34048II7E58EMdnld9kJ+fz8WLF7l48SLp+tBaQJaUj9vOs/icPkuDzHjklEzcVpubk23rRL6tHRozJXK1Bsu8XBwyUlAWFSdOa5ET6xHMpQe7U9jMAxClDNq2bUtISAiy/3Do7l+IXDtnYA3wMuK3/h41M8rHIcoAPAk8VbenaOJOoVaT/80PqL/6hsLEdCSNlmTrAKLbjKD9F2NxC3Wruo9aErcvjn9e+QdNkQZbT1u6vdsN74i7OFD4wAGhxFtYKOo7Tp8uFO/kNZ9KNIXY1TEmD5KJu5Xk5GQiIyO5evWqYV2ajQ37mzThtJ8fWt3gxKawkPaXLtFybxRF27MpiilCJpNhaWVJk/5N6PRcBxxP7RZ1k/7f3p3Hx1WVjx//3Jns+77vadMl3fc9YWtBNhGosigoigKtiiAoIBRBBBTxKz9QEaQKyNKCKKJtaUvZCt2TNG3Tpkna7Ps2yUwy2/n9cZNp0qRtkmZtn/frNa9M7nruJJncZ85zntNZ4S42Fn78Y70K3nl8kzNUHkW/Ob8CfY6arnV1pqEHUEPl7+ifSk9BnyOnL5qBizn9uKX+6Bx0/jgnxlcMFyd6ANoCPAVc1M/9n0Kf3PYS4NeD27RB4XQ6KSkp4fDhwxQXF+PsmFPEabET/HEB8buyia85ips6Ubzd4eZGVUwS1enjaZiRTEtUaO83IE4nAccqifz8AAm5+/Exm/TFGMhPmsHRGy7AGaOn2UVFRbFs2TKCgoKG/JpHo3JOpNZ9DX0SX4APgMg+HqPreLe16H+zYmyyt9upyqmi8Z0tBL35Zzxq9A84LW7+HIxbTvgPb2TGt2di9DAOeVtKtpew+f7N2Cz6e0Dq8lRmfXcWwSlnn8I2JHJy4KGHoLxc/z4lBW64Qf8aGqqPT/Lz00uGd2W1QlMT1NVBbS0YDDRPmSI9SINFAiQx2jU0NJCVlcXRo0fp/NNu8vbmy/HjyUpKwt7xpuFlszGnoICZHx7E+WET9nI7aODt4036Neks/M40/P+7Dv7xjxPjk+bM0ccnpaWN1OWdkzoLBfwAfV6TL9HT7H7Tsf50Y4PO1m+At9ADg6f6sd+30MdOfRe93Wejs4Lfs8DSszzWQNyJXoJ5IEUifgx8hv56/HBwm3VWmpqaOHz4MEeOHHEVW1BK4XGwjtiP9pFcsB8/u8m1vd3NnbLkNCoWpFM3IxVnLz3Gbm5uuLu7Y7fbsdlOmg3Lbifq0wNM/PBj/E1675TV4MmBGYspuWERmpcRo9HI7NmzmTZtGoYBfOI71l1Nz0Inv0evGtkX76J/eBKMnhp6/r2Co4dSCpvNhsPhwOl09vpwOBy0NbZhrjVjqbVgKjbRfLyZ5mPNWPPLmFq5lQSTPqmD0gwUxi6g+YaVRF+RirufO0qpHg+n09nr8rNZp2kajgYHJa+V0JLf4urpDZoURPSyaKLmRBEQE4CnpyceHh7dHsaTg5DhYjbDc8/BO++ceiJZb289UHJ3h8ZGfZ+uUlJofuklCZAGiwRIYqxobm4mOzubI0eOuAZet3p6snPcOHanpGB100ebuDscTC8qYu6/96NtasBR6wANvHy8mHr9VBZ/LQmf1/+i5/+C3oN05ZVwxx0QPnRd/+eTS9GrU/0KfYwC6D0bV6HPsXMXeuA0FO4BPkZP3flJP/Z7Dj297Gx7uBQwn8HrjRqIV4H/Q08z/C/9u/HsTA+8D1g5+E3rF5vNRlFREXl5eVRWnpj+V9W3E77lAEn7sogylaJ1TvmraVRFJ1A6bzpViyfj8PJ07aNpGpGRkcTHxxMZGUlISAienp6umyer1UpNTQ3FxcUUFBS4gjDNbif+g51M+uRTPKxtANT6RrLv61fRNlMP88PCwsjIyCA0NHQ4XpZR41fo6XVd9edv+yfAJ+g9zWsGr1nnPYfDgcViwWw293hYLBZsNhs2mw2r1YrNZqO9rR1bsw1ni7P3h6nja6uTk7JV8XC2M9G8n2mt+3BXVjR3jeqoBLJXrMA8NQrNMHIZGsqpsOZZMX9mxlHTveHGUCPuye64x7ljjDRiDDGiGTTc3Nzw8PDA29sbLy8vvLy88Pb2dn1/8nN3d/fBTbUtKoKXX4bsbKishL6GMz4+kJpK8//9nwRIg0XGIImxprW1lZycHA4dOoTdbgegzd2dPSkp7EpNpdVTvykyKEX68WLmv7UP9w/rcDbqn8p4+noydeVUlmX44fWX/3difJKXF3zzm/rDZ+AT153vLJzoNTm5cl3ngOxxwJtDdP6bgTz0m68b+7HfDvSbOyP6OKSB/ga0ceIT9H+gzwE13KrRK/kp9LFg8/qxbwb6RLcDnUfpbCmlqKmpIS8vj4KCAlfPjrIrfHaUkPDZPpLKD+HhPFGIwewbwLHp0ym/eCaW8BNpNAaDgYSEBFJSUoiPj8fT07PH+XrjcDgoKChg7969NDfrs3m5tVoY98ZWxuXsQVMKJ0YOTJrPsVsywdcdg8HA9OnTmTVr1sh9Cj3MPkQvad/VcvReITv639Kpbh2t6D2tbcCT6Cmuom+cTictLS2YTCaam5sxmUzdHhaLBdD/llSb0oObZueJryYnNNtwbzLj1tyG0dyO0WnD3WnDXdlwU/aOr/rjxHN9ubuy4YYNd3cHfrTgbrChuWm0Bfuzf8UllE2aNKpS15VTYS+105bdhvWoFWXuJURwB7cIN4yherDU9aG5n/pajEZjt0Cq8/npHn3ubbZawWSClpbuX202CAo68QgOBm9vGYM02KQHSYxVbW1t5ObmcuDAAVfVKpvBQHZSEl+OH09TlyBnQnEZC97ci8+GapzNeqDk4evBlOsnc8FEM56v/hWqq/WNQ0L0andXX90z51ecURFwfcfzD9HTZzod4UTQchV6IHXBIJ//YqAReJr+FYNo62iLjf6lCZ2sHv0mEUZ2HqHvA3vQX+eH+7iPiRM/j+EO7iwWC0ePHiUvL697wYViE9Gbs0k+mE1Ie61rudNopCw5jZKMWdRNS+k2pigyMpLx48eTmpra56CoNw6HgwMHDrBv3z7Xe0zgwWKmv/5vApv1aQkavMPYd80VtC5MBCA4OJhly5YRGdnXkThjVwP677oCZgBZQApwO3rVyh+jf2DRlQn9w4tioA49iNoCSAH17ux2O01NTa5H10CopaXlREqZWeFodOBocOgfAta24V3bjFdjEz6mZnytLfg6TPg6WvF0tuGp2vBytuGurL2fWNPAAJoRMGhgBM0AGDX9a+eyLjGDzcuLgjlzOLJwIY5RXvxIORWOGgfWIiu2YzbsFfbeA6YuDH4GDIH6wxhoxBDQ8bVjmcGzf8mhHh4ermDJ09OzRwDl6enZ49HXniqpYjeIJEASY53VauXQoUPk5OS4PjlzaBoH4+L4Ii2Nmi6/14nlVSx+dQ8B/y1HtepvE+6+7ky7Lo0LIirwePsfJ/J6U1L0ijKLF4+qT8NGu53oY2A8gM/p/gmyQp9g8miXZYM1OStAO7C44/lA5l36AbCb/qfnddW1itxm9HLbI+E99CIRvuiBal9uWzqr+bkBWxl4L1pftbe3U1RUREFBAeXl5a4xhk6znaCP80ncmU187VGMXfJ6GkMiOD5vJuWZ07D7nmiht7c3aWlpTJgwYdALJ7S1tbFr1y4OHdLHV2hWG6lvf8zEnV+gKScKjbzUORz9zkUQoKftTZkyhTlz5pzzJcH/jZ42OxN9zi8DkIo+mWwoeqn4rreP69F7jDotRk8HPR8ppTCZTDQ1NdHY2NgtIGppadG3cSqcJieOej0IUvV2vKoa8a2px6+hAf+2Rvwdzfg5TPg6WvBUbb2fTAMMmivw0YyAsSMYMoByM2L39sDh6YHD3R27hwf2zq8eHcs6vnd0WWfz8qIqJWXUB0anolTH61vlwF5t11/njseZAqdOmpeGwd+gB1JdH74GNF/N9b3mqQ04HU/TtB5BU2eg1fWrw+EgPT1dAqTBICl24lxht9s5fPgw2dnZrn8uTuBoVBRfpqVR0mV8QGRNA0v/uoPQD0qh403Qzc+N6VfFc6FHPu7/+8+JgZJz5+oV7yZMGOYrGps+AB5BL8Lw717WV6CX316Hngr2HfSAajB0DU42ot+g9UdnefKzSQE8BHyz4/l2zr5k+EA1o4//sqEXruhLT93P0YOpZegpdkPBarVy/PhxCgoKKC0tdVWhU06FR24tsR9nkVzYveCC1dOLkonplFw8C1PSifIemqaRkJDAhAkTSEhIGPJCCRUVFXzyySc0NTUB4FdQzvS/vU9Igz4+qtkziH1XXE5TRiqapuHv78+yZcuIjR3FZYYHSTO999i+gB4s5QAPoZe+/wJ9IuMr0cfrnesfzTocDpqamqivr6e+vp6Ghgaam5tpbm52jadVNqXfmNc5cNZY8Sqvx7eqAd/6egLamwiwNxHgaMLPYepRth7Qgx439J4eIzjd3bD4+2MJCsASEkhbSADtvr5Yvb2x+vjoX729sXp5YffwQEm2RA9Oix6YOpucOJq6f3U2OVHWfoYabh29UT4GNB8Ng7cBzVvTv+/42vW55qW5Jqzui+bmZhobG/nVr34lAdJgkB4kca5xOp3k5+eTnZ1NY2Oja3lJSAhfpqVxJPrEzDDB9SYy/vIFEf8pQbPoN2pufm7MWhFMRnsO7ju+0DfUNLjsMrjrLjgPUmfOxivA8+hzIL18mu1e7HgkowdLg6Gz98oNPTjp7+3yfk4MMN+EPsdLf+1G74lyR78RHEk/Qu/FuwZ98tjTsaCX9m6je3GNwaCUorS0lLy8PIqLi0/cFDoV7ocbiPosl7j8Q4RbThRiQNOoikmkePFMqhZMQnXpiQkMDGTChAmkpaXhM8zjBe12O3v27CEnJ0fv8XI4SHr3cyZ/9ilGpz4mMj9hBoe/sxwV6g1AamoqCxYswNfXd1jbOty+gv6hR1eT0atDgl7041308UkjNcZtqFksFmpqaqirq3MFRE1NTV3K0TtxVDuw19rwqGjGr7wWv5o6ApvrCLA34e9owt/RfKLwSFfGE0GQ08ON1qAgWsNCMEeGYAkJxBIQgDkgAEtgIO3e3gOaS2cs0zS9h6Yz/XAoucZ3NXcETV0KWagWhbP1RJELTlGUri80L617EOXd0RPlrWHw6giivE4EW1qwxp133ikB0mCQAEmcq5RSHDt2jKysLGpqalzLa/39+XL8eHLj43F0/APxarKw4JU9xLx/DM9WK+52B27+RuYvNbK4bhfuhQX6zh4ecNNNcOut+qSzooengbc58zw6+ejpdgDvAImDcO730edgOlXv1Zk40D8Fb0WvqnXFAI7xMXolvSD0FLuR9CbwWyAK/bU53WeRnRPseqL3Ig1G2GGxWMjLyyMvLw+TSe8RUk6FsaCJqE9ziTucR4S5vNvNoNmvo+DCRd0LLri5uZGSksLEiROJjIwc8Ulaa2pq+Pjjj6nvmFvNp7SWaX/9F+Ed87+0uvuz75JLqV8xyVUda+bMmUybNu2cLeLQGZCD/jdYfortPNFTOAc+Omx0sNvt1NTUUF1dTXV1NbW1tSd+zx0dPUJVNryLavErrca/po4AUz1B9gYCHY29jwPq0hPk9HSnJSQYc0QIrZEhtIaG0BIcTGtICBY/vwEFQJqm4eHhgbu7u+tr1+dGoxGDwYDBYOj2vOujMxDpfPS2bDDWAX3ev/PaAFcZcIfDgcPhwG63u553Vu9rb2/HarX2eLS3t9Pe3k5bWxsWi8VVCGqglLMjkOoSMCmzwml24rQ4URb9edevAw2oDIEGAu8IlABpsEiKnTjXKaUoLy8nKyuLsrITs3Y0e3mxc/x4shITae/4dNqjqZ1xbx8m7Z08/JvNeFttuPlrLJ5uYl7NHjzq9YHZBAfD974HX/sadJQXF7qfoo9lOdM4HoU+j0o5sAq4dRDO/RLwJ/TS2i8O8BgPo5fGTkEPMPp7C/LfjmPEohdpGEldUw7XoffWnUpnyeXBmCC2paWF7Oxs8vLyTvQW1bcTsSmXxOxsolpKuwVFbT6+lI2fSMWyaTSMi+tRcGHChAmkpqaOuvE8DoeDrKws9u3bp/cQOJ3Ev7+D9G3bcLfrN7+lISkcuGEF1okRAPj7+zN37lxSU1NHPMgbbP+PE5Mz/wn979qO3qPrAXTO2pIBPDPcjRsEVquVqqoqKioqqKiooKamxjUfj7PRib2kHd/8KoKOVRBUW0lIey2h9tpukxa7GDU0Nw3lbqAlOARTRBitMaGYI0P1ICg4mDY/v36Nf/Xw8MDf3x8/Pz98fX3x8fHp8fD29j7nfu+Gks1mcwVLFovF9fxUXzvf7wZKKYVq14tv9BpAtSmcbfr3qr1jm7aOICzYSdvlbZJiN1ikB0mcT2pqasjKyuLYsWOuLnib0cjhmBgKIyKoDAqiJiAAj4Y2xr+Zx/j3jhDU3IqnzY67r5Ol48qYVZOFR+ekkgkJetrdhRdKIYcOtwK56J8mf/P0m/Is8Dp6kYa/oVe0OhuPoxcn+ArwywEeowg9FUgxsPLDb6P3oqWhV4IbSV2D0JPLnpeht28e+iS+z3Ys/y2QOcDzmUwm9u3bx5EjR1w3jp5ZVSRs2UNKSS6ezhMDyNu9fCgfP4HyxVOon5TULSjy9vZm/PjxTJgwgeDg4F7ONLrU19fzySefUN1RCdOrsoEpa/9DdFkhAA7cyJswm6KbMlHBXgCEh4czf/58YmKGasrk4fclelA0Cb2c/4PoPZO3owdKnfOLPYxeXXG0s9lslJeXU15eTmVlJbW1tfoNrFPhqHagCloJPFhCaGkJES3lRNiqegZDHT1CNm8vTKGhtESH0RoXjikiDFNYGObAwD6P/zEajfj5+eHv74+/vz8BAQGu5/7+/t3m9RLDTymF3W6nra2tX4/BCFmUU4EdnEan9CANFgmQxPmoqanJNems86RZq6sCA9kxbhy58fF41rUx7q08prxzkACTGU2Bt087yyIPM6XxMB5uRj1tafJkWLUK5vVnxplzU+c4hMfRJ4w9nRz0Ig2g36g/wdlVfVuNPu7n2+hzGg3UA+g3dqnAG/SvF6kz6Bst1bl+jZ7CuBB9MlzQq/3djB4MdnVRx/b97TVrampi37595Ofnu24gvXeWMX7DpyTW5bt6i5xGI6UpEynLmEHd1BRUl6DI3d2dpKQkUlNTiY2NHXNpaEop9u/fz+7du11pOWFfHGLqvzbh19oIgMXNlwNzl1LxtTngpV9fQkIC8+bNIyRkICPeRp996OmyIeg9RkeBqeglwb+Onj30DiNX3fF0nE4nNTU1lJWVUVpaSnV1tR7odwREFLQQmltEaEkxka3lhNpruo8V0jQ0D7AEBNAUHUVTUjTNidE0RkZiCQjo04doncU9AgMDXY+goCACAwPx9fWVAOgco5TCarW6gqXOFL9TPbqmAfbWW+VwOCRAGiwSIInzWWtrK/v37+fQoUOuCSk7VQcEsHH6dIrDwvCqtZD+ei6T/pmHT2sbmoIgz2aWBO0nzVyMp5enHijNnw+rV8PEwSpcPbY4gQUdX19ET3U7k85iDdD9Jn4gVgKF6NXYrj2L4xSi38wp+n4dnX6IXiDiWx3PR9o24F70NKdp6EGfCb2SoIET6e5L0Kvd9SeJrampid27d1NYWOgKjHw+O86EzZ8R31Dg2s4UGMKxubMou2gGNr8TY/fc3NxITEwkJSWFhISEMRcU9aapqYnPPvvMlc6rWW0kv/s5E77cjptDf49p9ArlwAUXULdiEppRH0eRlpbGnDlzzulCDvUdX0dTKNjc3OwKiMrLy13zXTmaHdiPthGYXUxEURHRLSWE26q6B0RGDTyNNEZGUj8ugfq0BOrj42nvw8/Q29u7W/DT+QgICDgn/g7E0FJK4XA4egRQDQ0NzJo169wJkGpra1m1ahU7duygqOjkz/R62rVrFw899BAtLS2YzWYiIiJ4/fXXCQsLQynF2rVrWbt2LUajkYaGBubPn8+TTz7Z69wQMgZJCH0+lgMHDpCbm0tb24k0ICewY/x4Ppk0CbvRiGedhamv5zLxnUP4mNvRFIS5V7PEJ5tkRw1e3l56oLR8OdxxB8THj9QljYg6TlQ/+yfQ16v/N3pKnAH9hn4gBQIU+tgGM2c30Wunm4DD6FXxvnOGbbu6An1emEfQyxiPtFbgMk6M/+jqbvRyy0fQy4D3tSS52Wxm79695OXl6Z+wOxR+2wqZsPVTYpuPu7ZrDIkgf8VSKhdMdqXQaZpGfHw848ePJyEhYdSNKxoMnQVivvzyS9egfc96E+Pe3EpyXjZaxy1KVUAcB664mJYFCWiaXshh6tSpTJ8+HY8xOq/MaGez2SgrK6OkpISysjKam5sBvcy2rdiKd04l4YeLiKo9TpS1vHshBaOG8nKjNi6e+gkJNIxPpD4m5rRzAHl4eBAcHExISIjrERwcjJeX11BfqjjPbNy4kffff5/nn3/+3AiQcnNzWbVqFenp6XzwwQccO3bstNsfOnSIr3zlK/z3v/9l0qRJOJ1OVq5cye9+9zsSEhJoaWkhKiqKvXv3kpaWhtls5sILLyQuLo7169f3OJ70IAlxQm9zKYFe0GH7hAlkJSXhMBjwrG9j8uu5TPxnHn4tbRicihhjKYvc9xBnNOHl7Y3BzQ2++lW9mENY2Mhd1DDKQ0/dAvgM6OstQBv6DboN+AP6TXt/mTgx188bwPgBHKOr3wBvdbTlD33cx8yJ0sUDmah2qBwB9gAt6L1b+4Gl6APl+5NOZ7fbyc7OJjs7G7vdjnIq/LYVMenDbUS3lLi2qw+P5shlS6mZM9GVVuTr68uECROYOHEifn5+g3Vpo9rJrxeA7/FqJr71ITElJ6ZLPh45gbzrLsI6MRzQexdmzZrFxIkTpTdhEJhMJoqLizl+/DgVFRU4HA79E/g6B458CyE5hcQcO0q8+Ri+zhPv+xg0NE+NxqgoaiYmUzsplbr4eJynKMzj6elJWFgYERERhIeHExYWJmlxYlid6Z5+TAVIlZWVBAcH88Ybb7BmzZozBkhf//rXSU1N5Yknnuh1fXt7O8899xz33nuva9lzzz3H/fffT2tra48/VAmQhOjJ6XRSUFBAVlYWDQ0NruVN3t58PmECOYmJrkAp7c1DTHr3EP4mC252O8laEfMMe4j0bMfHxxuDjw/ceCN861twjt8YfoJeDMAfvZJdf3wXyAJuQR9L1F9HgW90PP+oow1n40P0VD3fjuP1JZA4gN5+0F+L4Z2hp++aAT/6FxyVlpby2Wef0dzcjFIKrz2VTPz3VhIaTtzo10bFkX9FBrXTUl2BUUBAADNnzmT8+PFDPpHraNXa2sqePXs4fPiwa0B2UHYh6e9uJqS+AgAnRo6kTKfwGxfgiNbfJ3x9fZk2bRoTJ048J3vahorT6aSqqori4mKKi4td7+HKrrAdt2HIbSDiQD5x9UXEWku6FVbQPDRag4KoSUumdkoKtcnJWE8x11ZgYCDR0dFER0cTERFBQECABENiRJ1TAVKntWvXnjFAUkoRFBTEz372M/bt20dpaSnh4eE8+uijzJgx45T7PfXUU/zxj3/s9diSYifEqSmlKC4uJisri6qqKtfyVk9P9qSksCc5GbOnJx4NbYxbd5jx/zyCh8WGb7uFaW25zGEPIT5OvH19cAsOhu98B1au1OdTOge9i15oIQW9mlt//BF9Ytmp6JPN9tdnwI/Rg5KPOf2cP31Rg56aBnq1t7Q+7NM5D1MU8J+zPP9oYTab+eKLLygo0McUaSUmJrz6IeMqcl3jMeoiYzl0zUU0pJ8oJB4UFMTMmTNJTU09bwOjk9XX17Nz506Ki4v1BUoR+XEukzdsdRVysBo8OTh1AaXXLUQF6TMFeXl5kZ6ezsSJE8/pMUpno729nZKSEoqLiykpKXGNJXKanViPtuObVU5U/lHiW4sIt514L+8cR1STmED19PFUTUqjNTi414IKISEhREVFuYKi4Z6kWIjTOedS7Dr1JUCqqakhIiKCkJAQPvnkE9LT03n55Zf54Q9/SF5eHvG9jHdQSjFv3jy+/e1vc+edd/ZYLz1IQpyZUorKykqysrIoKTmRSmQzGDgQH8+O8eOp9ffXA6X1R0j+11E8LDYCzSbmmvcww5mFv78BH18f3GNi4Ac/gCuuOO1Ef8eBv6CnRN3HmSvCjQZ/Qp+LaD7wfD/33Yk+3meg45DeQa/Alow+589guBq9HPZ96AUgzuQP6OWN+5OWN5oVFRXxySef0N7ejrI6iVi3hxk7P8LLaQGgOSiMQ1deSPXcE6l0ISEhzJw5k5SUFPk0/RTKy8vZsWOHawJrzWYn/j87mfjZZ3ha9de2zejNkcmzKfnqApwRelCkaRpJSUlMmjSJ2NjY8/r1VUrR2Njo6iWqrKx09c7Z6+zYD5kJySokprSQeMsx/Jwm176ah4bN34eqSeOonDKe6tRU7L2MCfLz8yM2Npa4uDhiY2Nl3JAY9c7bHqTS0lLi4+O55ZZbWLt2rWt5fHw83/ve93j44Yd77PPss8/y2WefsX79+l7fTCVAEqJ/6urqyMrKclXuAr1AQHlwMDUBARRFRFDoG0bK+iMk/bsAD7OVsNZG5rfsYIozF58Aox4opaWhff/7cNFFPQKlLOAH6HOHAASiTzo62hP0HkNv5xXAmn7ua0EfQ2RHr2S3sJ/7v4A+z8rZVsLr6hHgA2A5es9Yb5zA/UAT+u/BPvQCD3cPUhtGgtVqZfv27Rw5cgQAj6xKpr/1AVEtpfp6Dy8OrriQ0otnu0p1BwcHM3fuXBITE8/rG/e+UkpRUFDArl27XIUcjC0WUtZ/yris3a6KdzaDB0fHzeD48jnYJoS79vfx8SE5OZnU1FQiIyPPi9fc4XBQXl7uCoo6XzflVNhL7Wi5DUTkHCGu9qTUOU0fS9QSHkrltDSqJqdRHxfXrcw86KXmY2JiXAFRYGDgefG6inPHme7pz9lp7YODg9E0rcfEcnFxcRw/frzH9m+++SZbt25l3bp1Z/wjf+CBB1xVc1asWCGpdkKcQmhoKBdddBFz5851zaXkcDiIbWggtqGBGceP0+Djw46LxvPRtStIfK+Q5H8dZYP3crJbZjC/8UvSGg/j0bwXn8M/wXPKFLQ77oClS12fwr+GHijEoN94NwGvAneM2FX3TU3H14gB7OuNXtQgG9hN/wOkyo6vkQM496nMQA+Q9qEHP729ixbSc7xVyiC2YbhVVVWxdetWTCYTyuok+h9fMnPvNtfN5vGJU8j75gqsASfGycyZM4e0tDS5mewHTdMYN24cycnJHDhwgH379tEO5N+6nGNNi0n81xekZu3Bw9bGpCM7mXhkFxUhiRQtmE39BZMwY+bAgQMcOHAAb29vYmJiiI2NJTY2Fn//sx2BN3qYzWZXQFRWVuaajkFZlSt1LvJwPvGmIsJs1SfKcBs18HKjLimeqhkTqEwbT+tJc01pmkZERITrdYuMjJR0UDHmbNy4kY0bNwL6h1unc872IAFMmTKFefPm8de//tW1bNy4cdx8882sWbPGteytt97i73//O++++y6enp7k5+eTkJCAp6dnt+NJD5IQZ8dsNpObm8vBgwd7vDm1eHqyLT2dA6HRJP/rKKnv5BNQ10KcqYI5LTtI1Qog0BOjnzchM2ZgXLWKxnnzuFTTsKNXUjuGnq7mhV4AIJ2BVXkbDt9AL5bQ15S0k3WOQ5qAPtlqf9wO7AW+D3xvAOfuTTHwtY7nD3R53tV76JPidvVX9DmHxpLOiU537tyJ0+nEWNjE9Ff+RWyjPvVEi18Q2TdeSf1UPfwzGo3MmjWLqVOn4naKql6i79rb29m3bx8HDx50VbwzmtuI/89OUvbuxbe1ybVtm9Gbkrg0yuek07QwBc2ze6W7gIAAV2pYTExMj//7o5ndbqeystI1N1FdXZ1rnaPZgSPPTMjeQqKPHSXe0r3qnOauYfP3pmriOKqmpVGdmortpLQ4T09P4uPjSUhIID4+fky9NkKcyXmVYvfcc8+xfft23njjDQBefvll7rvvPnJycoiNjWXTpk1cc8015ObmkpysD5B96623eOGFF1i/fj3e3t4A/OAHP+Dxxx8nKSmp2/ElQBJicFitVvLy8ti/fz+tra3d1pUHBfHh9OlUePmT9J9Cxq07TGC1iYi2Kmaad5OoHcfgbyDKqFG+aBFrVq2iYuZMNqCncH0VqO1yvP8DFg/blfWNAi5Cr5D2WyBzAMfI4cScQ/8Dwk+z7cmuAsoZ/PmHHkcPgnzQy35Hn2J9V4NRRW84tbe3s23bNo4fP64XA/rPIeZt/o9rrFFR+nQO3XoZDi/9ZjIuLo4lS5bI/4whYLFYyM3N5cCBAyc+cHE6Cd2VT+K23cSUFbjmUQKwGH2ojEikZlwS9bPHYU0ORjOc6MnTNI3w8HBXwBQRETGqSofb7XZqampcQVFVVRUOhwPoSJ2rsmPcX0dkVj4x1UXEtJfg1pl8rIHmYaAlPJSqqWlUTuk9dS44OJiEhAQSExOJiIiQXiJxzjqnAiSLxcJll11GZWUlx44dY8GCBVx33XWsWrUKgJ/+9Kds3ryZffv2ufb57W9/yyuvvEJISAhubm488cQTLFyoJ6RUVlYSFxfneoPpqqio6JQBklSxE2JwOBwOCgoKyM7O7lYiXAGHYmP5ZPJkGty9SdxQxLg38/CutRDVVsHi+s9IVsexhHpj9/HEPH8+81avhsmTyQXWo49NKkVP4XqT/pVpHmpdq76tQy+W0F9O4BL0lMJfoBdJ6Ot+i9HnUXoBmDeAc59KC3pvWDW9F1/4OlAAXAN8DkwEfjeI5x9q1dXVbNmyRU+pa7WT+uJm0gt3ANDu6UPWdZdTvWAyoH/6vmTJEinAMAysVisHDhzg4MGD3T5w8aw3EfFJLrE5BwmrLesWLAE0ewRRFZNI7YQU6uem4ozsXvXO3d2d6OhoV1pZZ+r+cFBK0dzcTG1tLVVVVVRVVVFXV4fT6XRt4zA5cB61EJh9jMiCImJaigmxd/l4yKChvI3UJSRQNXMCVRPG9UidMxqNxMTEkJCQQEJCwjmVcijEqZyzVexGivQgCTE0OkuEZ2dnU1lZ6Vru1DTyYmLYk5JChV8AF766A78NVdiaFbGWEpbWfUqksQofTwd+Xm64XXQRPj/5CYwfTyF6GpsTeBi912QgPgU2AKvo2SMyUNuBHwKeHccfaPD2C/TeowvQUwz7ogq4vOP5v4DYAZ77VD4HftTx/O/A5I7nZiADPfj9CzCd0RW0no5SigMHDvDll1/idDpxy69n1l/fJbKlDICa6AT23XEd7cH6zWVcXBwZGRlSZnqYOZ1OSkpKOHjwIKWlpXS9vfGobSTiiyOEHSkiovy4qwJeJ4VGrV8UVQnJ1E5NoXlWAppP9/mUvL29iYqKIjw83DW56dmmndlsNkwmEyaTiaamJurr62loaKChocGVPui6vhYnjmMW/A+VE3r0OFG1x4m0VmKky3ZuGlZ/Xz11bkYaNakp2E9qo4+Pjysgio2NlXmjxHnpnOpBGmkSIAkx9KqqqsjOznalMHVyot9QO5yKfc0RaB814lFuJtVUyAXVHxFpqMHgp+Hh64lhxQr8f/ITfpWSwntACPpNeWI/29KMHli1oM/t81f08U0AjeipYWdKwGlBT/M7BrSjT+yaiz5WKh34Wz/b1NVG4EH0lLbNQF9mjNqNXvXPiB6oDXYCkQJuRZ8I9iLgqZPOa0CfGHasFAF2OBx8+umnHDlyRE+p++AQ8z7sSKnTNA4tWsLRlZlgMGA0GlmwYAGTJ0+WXqMRZjKZKCwspLCw0FUi3MXpxK+wkrC9BYQfLSK8ugSjo3swYtM8qAqNozo1hfppKZgnR6K59Qzpvb298ff3x8/PD19fXzw8PPDw8HAFHU6nE6fTid1up729nba2Ntra2mhtbcVkMrnmIDqZsinsNXaMx5oIPlJKyPESwpsqCLPVdA+INA28DNRHx1AzOZWaKeNoiI7uUe0zPDzclToXGhoqv5/ivCcB0iCSAEmI4dPY2EhOTg75+fm9psEqp6LtiI22z1pxVNqJbz/OrJYdhBrrMPgZcPPxwLJ8Offeey/5KSkEogcqU/rRhs65ejrNRw+2stHH8PRlDqPOCWE7zQTCgA/RCxk80I/2nKwZuBg9eOxrutw/gV8B8R3Ph8JHwE/RK9m9AyQAa4H/hx5o/mOIzjvYLBYLmzZtoqqqCtXmIPnFLUzN/wKAdi8f9tx0DXUzxgH6ZK8XX3wxISelMImR19zcTFFREWVlZVRWVvbomdGsNoJziwnNOkpkURFBTdU90vEsRh+qIhKoT4ijeVwsLROjXZPTng1nmxNngwNjVSs+pXX4lVYRWFVDkKmWYFuda2zbicZqaO7QHBpG7fhkaqelUpuU2KOXyN3dnbi4OFeBBZmoVYjuJEAaRDIGSYjhd7rKd6CnP1nzrVg+t2Avs5LUXsjMll0EGxow+Bpw+nuy4atfZf0dd9CWksJbQGgfzluFPlbGil7COusU251pDFFnkOUPmNB7UELRxyH9DLiuD205ndvQA7Zvoaftnclz6L1WQzlBqxO4Hn0C33jgZuA/wH7OPigcLrW1tWzatImWlha0GgvT/t+7JNQfBaAmOp59P7iO9hD9n+q4ceNYunSppCqNAQ6Hg6qqKsrKyigvL6e6upqTb4Pcm1oJ2XOU8NxCIkqP4Wtp7nEchUaTVwgtvoG0BgRiDg6iLcAPh5cndm9P7F4eoECzO9HsDoxtdtxNZjxaLLi3mvE2mfA1NeFrNeHnMJ2Yh+hkRg2HpzsNUdHUpybQMCmehrg4bB1FpboKDg4mNjaWhIQEoqOjR1WBCSFGExmDNMikB0mIkXO6ynegB0q2YzbMn5mxH7eS1FbIzNZdBNEA/kZqo4L5bMUKym6/ncdSU3udp6erp9CDnyj0XqCX0Utjx6OX1n4DvQjE7R2PU/k5em/R1cAm9EleOw1GievOct99Tde7D9iKXkzhvrM89+l8AtyLHix1NdiV84ZCUVERH330EXa7HfdDNcz/69sEt+mD3/PnzOPwN1egOlLqFi1axMSJEyVlaYyyWq2Ul5dTWlpKWVkZTU1N3TdQCu+KBkL2HCXsyDGCayrxb23o/WBnw6ChGaHVL5Cm8HBMsZGYkiMxxUXSEhKC6iXY8fX17TZZq/QSCdF30oM0iCRAEmLknaryXVe2Ehvm7WZs+e0ktxUwo2U3AYZGTGF+tAd5UbdoIbN/8AMCp/UenpiBSzu+nqqX50/AS+jjmtbT+8SooI/HyUXv3ckGPu5YrnU8P9tbmp3Aneg9U9v6cLwbgSPAPcANZ3nuMylGf42+RE9NnIj+eo7W8UdKKfbu3cuePXsA8N98lAXvv4uX04LTaCTrissou3g2AIGBgVx88cWEhvalP1KMFSaTyRUslZWV9TpGyGhuw/9wOf7HqvCpbcSnqRHf5iY82y24Oay4260nUvQ0/eE0GLG6e2H18sbq5U2bvx/m0EAsEUG0xQRjCQ3CHBiIw6P3kYSaphEcHExkZCSRkZFERUXh7+8vgbkQAyQB0iCSFDshRg+lFCUlJWRlZXWrfNeVvcqO+Qsz1oNtJJsLSG/bRwCNtAd54eajoWbPIuDHPyZ8zpxuNxrrgSfRg40N9B50FHJigtfX0XuVerMCqEMfh9SKPv4H9HE57/brintnQZ9HyYE+xmfBabZV6JXkzMDvgSWDcP5zhd1uZ9u2bRQWFqKciui/f8nsPZsx4KTNy5edt11P00S9zEd8fDwXXXQRHqe4mRXnBqUUdXV1lJeXU1ZWRnV19SmLKpy0Iwa7HTQNZTCgNE0vptBHRqORkJAQgoODCQkJISQkhIiICPl9E2KQSIrdIJMeJCFGp1NVvuvkaHBg+dKCJcdChK2EOc07CHE0YPd3x90HqufPI+iOO0hZtAjNYOAG4Cj6OJr7T3PeG4B89DE2P+5lvRV9rA/AK0Ak8JWO7y9GD8IGw3c4MXHsnafZrh5Y3vF8PZA0SOcf61paWti0aRO1tbUos52Jz31AWmkWAA0hkexefQNtYYEATJs2jfnz58sn9+chpRQmk4na2lpqampoamqipaXltNXoeqNpGl5eXvj5+eHn5+eqgufv709QUBABAQHy+yXEEDvTPb3bCLRJCCEGVWRkJMuXLz9l5TtjsBG/y/zwWeqDaacPbx6aQIKpgEX1nxPSVE/gR7toy97PR7NmcPjOO8mfNw/NYDhjAYXL0AOkt4Fr0ccndVXV5XkUEI4+L9BB9DFDg2UWeoC05wzblXR81YCYQTz/WFZVVcWmTZuwWCxoZSbmPL+OaJP+SpWOm0j297+K08sTo9HIkiVLmDDhVH2F4lynaRoBAQEEBASQkpLSbZ3VaqW9vR2r1YrNZsNm04suGAwG18PLywtPT088PT0lABJilJMepH6QFDshxoYzVb5ztjmpOmSgca+VcTV5LKr/nFBbPVZ/DyyhPmz9ynLyvvENnpk06bQDn9uArwNl6CW2n6f7WKTO8UHu6BOoGoAi9DLYN6FPFDsYOieedUMfh3SqMT4foBdJiAbeH6Rzj2VHjhzh008/xeFw4LWnnAWvv42/rQk0OLh0GQXXZYKm4e3tzfLly4mMjBzpJgshhDhLkmI3yCTFToixxWazcejQoVNXvrMpLNlttOywENV4jDlNOwix1qO8DXh6Q+X0ybTfdBNpl11GcHBwr+fYAdzV8fwB9DLWnf4N/BKIA94bzAs7iRl9HJITfazT8lNs11lYYh76vEnnK6fTyY4dO9i/fz9KKULeP8j8zf/GXVmxu3mwZ+XVVC+cDEBoaCgrVqzAz89vhFsthBBisEiKnRDivOXu7s60adNIT0+nsLCQnJwc6urqXOs1dw2fOd54z/Si9aAP/9ydRlrRfmY378KjpYGoT7Ix7N1P8dq15F5/PamXX050dHS39Jj5wBXo8/z8Br1S2+SOdRUdX6OH+Dp9gAuALcCz6OOeerud70yxixvi9oxmbW1tbN68mfLycpTNScJftjH90GdoKFp9A9n1g29gSooCIDk5mczMTJnfSAghzjPSg9QP0oMkxNimlKKsrIycnBxKS0t7rnd2TjrbSlzhEWa07ibYXofmrqH5GqhOH0f1lVeSdNVVJCcnYzAYAL0H51b0ynYRwGvoZa3XoAdOVwEPD/G1VaOXIzd3fP3ZSesbgG8ClejpeN8a4vaMRnV1dWzatAmTyYRWa2Hq8++RWHsEgJqoePasXoktQA8tZ82axezZs2WsiBBCnIOkzPcgkjFIQpw76urqyMnJoaCgAKez+3SmSilsx21YPm8lOu8o01t2E2avBqOGwddA7aRkSlYsJ/bKK5k4aRLu7u4UowcdLehFE15AT73bw5knkx0sbwNPdzz/Kfr4KIBG4Afolfk80MuSJw9De0aTgoICPv74Y+x2Ox65Ncz721sEt+m9iYXTZ3Hw1stQbm64ubmRkZFBamrqCLdYCCHEUJAxSINMepCEOPe0traSm5vLoUOHei3oYCu3YfnCTHjOUWaYdhNhqwSDhsFXo358AoUXXUDYFVcwZepU9vn6cjf6fEM3AJ+gF3B4GL0Xaag50SeA/bTj+x+iB0k/APajB0fPAAuHoS2jhcPhYOfOna7xRkH/zWP+pn/j6WzDaTSSfflllF6iT/7q6+vL8uXLCQ8PH+FWCyGEGErSgzSIJEAS4txltVo5fPgw+/fvp6Wlpcd6R70Dy5dmgnYXMqNpN9HWUtA0NB+NpuQY8i/KwO+yy8iZO5e/nzSg/4/A3OG6DvT0uk86vo9CT6szoI9PWjxM7RgNTCYTmzdvpqamBtXuIOHlj13jjSzefuy6bSVNE/Ti7JGRkVxyySWnrVoohBDi3CAB0iCSFDshzn1Op9NV0KG2trbn+lYnlt0W/D8vYnrdbuKsxwHQvA2YEiI5fOESXrvzTg4lJemD+zWN9xjewgg24NfoVfQ6/QzOOK/TuaSoqIiPP/4Yq9WKodTEjD//k9jGIgBqI+LYs2ol1mB/ACZNmsSiRYswGo0j2WQhhBDDQFLsBpn0IAlx/lBKUVFRQXZ2NiUlJT3XWxVtWW34fHycqVW7SGwvBEDz1GiJDeeVu27j7W98Az9fX77w9MSro6DDcHoPvaz3VQzPGKjRoL29ne3bt5Ofnw+A35ajzPvPv/C1672CBTNmc+iWS1FubhgMBhYvXsykSZNGsslCCCGGmfQgDSIJkIQ4P9XX17N//37y8/N7FnRwKNoPtuO5rZQpxTtJbjuKhgJ3jarkWPZceTE+E9JInzmTiRMn4uHhMUJXoXM4HDQ3N2M2m7FarbS3t2Oz2TAYDHh5eeHv709wcPCYLG1dWlrKxx9/TGtrK6rFRvIrHzPlyHY0FDZ3T/ZeewXVi6cA4OPjwyWXXCKTvwohxHlIAqRBJCl2QpzfzGazq6BDe3t7t3VKKWyFNtw/KmfSkR2MsxzWAyWjRntYAIUXLqB0wTzGT5/OlClT8Pf3H7Z2m0wmjh49yrFjx6irq+sR5PXG39+fkJAQgoODCQ4Oxt/fHy8vL5RSNDc309jYSFNTE21tbRiNRjw8PAgODiY8PJzw8HBXCfThYDab2blzJ0eO6CW7vXaXM+vtfxFqqQagPiyKPXdcT1tECKCPN7r44ovx9fUdtjYKIYQYHSTFbpBJD5IQAsBms7kKOphMpp7ry20YPqpkUs4OxpnzMOIAg4Y9yJuipXMpWjyfmMmTmTZt2pD1YLS3t1NUVER+fj4VFRWgFH7HqwnOKsSvohbvZhNuVituNv1hc/Og3dsHU1gYzfFRmFKjMKeEg1v/x+V4eXmRmJjIhAkTiIyMHLK5hJxOJ7m5uezZswebzYZqsZHw6qdMPbgdIw6UZuDwggUcXXkByk2fF33GjBnMmTNnWAM4IYQQo4v0IA0iCZCEEF05nU6KiorIycmhpqamx3pHvQP1cQ3jdu1kYssB3JUVNA3l586xBTMpyFhIQFoaU6dOJSkp6axv2h0OByUlJeTn51NcXIzDbse/pIKoTw8QezAP/+b6/h1Pc6PRLxRTcBitwUFYfbxRBgPeDU341jfg19yAt9WMQzPS5ulLQ0QUteMSqVsyARXsBUBoaCjp6emMGzcOt44g5Ww5nU6OHj3Kvn37aGpqQjkVgZsOM33zhwS169fYHBDKvluupjlNr1Ln5eXFBRdcQHx8/KC0QQghxNglAdIgkhQ7IURvlFJUVlaSk5PD8ePHe6x3tjpxbG8g6dPdTG7MxktZ9BU+RkpmTeXoRYvRkpNJT0/v9zglh8NBRUUFx44do6CggPb2dnxq6ojZlkNcTi7+jd2DIpNHII1BEbQGBuLw8sTm5YnT0x1jeztezS0E1tYQ1FSDl9084NfDrrlTEj2Oogvn0zI3Ac2g4enpyYQJE5gwYQJBQUH97lVSStHY2EhBQQGHDx+mtbUVAPfcGiav20RC/VF9O4OB/FlzOXLDhaiO1zE+Pp5ly5ZJSp0QQohzM8WutraWVatWsWPHDoqKik677Zo1a3jvvfcICgpyLZs9ezbPPPMMoKegrFmzhm3btmG32wkMDOT5559nwoQJvR5PepCEEGfS2NhITk4O+fn5OByObuuUVWHbbSJu617Sa/bi59TT8zRPA+XpE8lfvghzUhITJ0487Tglm83GoUOHOH78ODU1Ndjtdjwbm4jafpC4PfsJqamELm/tDR6hlCZPoHJhOpYZUWjG0/dUKacTj2oT/kcqCDhWiW9dHX5NTbjZrRicDtp8/GgJDqE1PJj20AA0mx2f2iZCSkqJqCzG6LS7jlXjF03BvLlUr5iC5qMXfvD19SUmJoaYmBhiY2PxO2neKNADv/r6empra6mqqqKiosKVzqicCu89FaRs2k5y5SEM6GOqqmKTOHDTpbTG62mL7u7uLFiwgIkTJw5Zmp8QQoix55zqQcrNzWXVqlWkp6fzwQcfcOzYsdNuv2bNGjIzM8nMzOx1/Q9/+EN27tzJtm3b8PLy4tFHH+WVV17h4MGDvU4WKAGSEKKvLBYLBw4c4MCBAz0LOjgU1lwzUZtymFK+myB7Ry+Pm0ZNahJHL1tCXWoKScnJPcYpWa1W3nvvPRrr64ndnkPw4WJCS0oIaKgD54m3c5MxgOKESZQtnErbnBg09+EJEIyWdiI+OUDK9l2E1Fe6lpvd/CgcP42qmeNpmR6HwedEup2vry8BAQG4ubnhdDqxWCw0NjZ2KyahHAq3/AYiduQRf+ggka1lrnWtfoHkXr2c6vmToCMQio6OJiMjQ96rhRBC9HBOBUiVlZUEBwfzxhtvsGbNmrMKkJxOJ35+fvzhD3/gu9/9LqB/8hscHMxrr73GTTfd1GMfCZCEEP1lt9s5cuQI+/fvp6mpqds6pRS2o+2EbjpIesFOwm1V+gqDRkNsNAUrFlMxdSIRUVFMnTqV5ORkPvvsM/Ly8pj0ygeM27u72/HaDN4cj0qjbM5UTIuTMPj0LLDg6+tLfHw8wcHBeHl54enpibu7Ow6Hg9bWVurr66mvr6ehoQGzeeBpdgCBB0tI3PglCUV5aOpEsGM1eFIZkkBNchK101NoGx/era3KqaC2Hb/DlQQUlhNUXkl4TSmBtoZux28OCiP/goVUZExHdUzy6uvry/z580lNTZVeIyGEEL060z394IyYHSZRUVH93ufll19mzZo12O12ZsyYwZo1awgLC6O2thaLxUJERIRr26CgILy8vNi5c2evAVKnBx54QMYgCSH6xM3NjcmTJzNp0iSKi4vZv38/5eXlAGiahsd4L0zjZ/FZ5VQCNuUzKedLYtpLCC4pZ87L62gNCabwggVsKy1lS8eYGq+qelKz9gJQ7ptAdUwidekpmGbHYgzS09i6JtF5eHiQnJzM+PHjiY6O7nPg0NbWRkNDAyaTidbWVux2O0opvLy8CAoKIigoCH9/f5xOJ01NTZSXl1NYWEhlpd5z1DQ5npzJ8RyuaybuvzuJPXyYwKZaPJztJNTmk1CbD7v0MUst7v7Yje5oSuFps+DraNHLpJ+k3duH8uTxlGXMoGFSoqvHyGg0MnXqVGbOnDkm53ASQggxPDrHIJ3OmOpB6rR27do+9SCtXbsWk8nEnXfeiVKKu+66i08//ZSsrCzc3d3x8/PjqaeeYtWqVYA+GWRoaCg333wzr776ao/jSQ+SEGIw1NXVkZOTQ0FBQY85iRzNDny2Hmf8ji9JajnqChJsvt4ULphDacZMxr3+EYmH92NyD+SjX96F5tczIDAYDMTHxzNu3DgSExMHrYJcXzQ0NHDgwAHy8/Ox2Wzd1nk2mAjZc5Swg4VElB3Hx9yzTLqLptHiF0RjeCQNSbE0TEumKTkaulT7MxqNpKWlMWPGjGGdW0oIIcTYdU6l2HXqa4B0ss4UuvXr13Pttdfyk5/8hA0bNvDJJ58QGhrK3XffzR//+Ee++c1v8tJLL/XYXwIkIcRgMpvNHDhwgIMHD/Ycp2RVGL+oIuWjLxlffxA31RFoGDV9rJGCHUsup/rrc7rtFxERwfjx40lJScHb23u4LqVXVquVI0eOcODAgR7phQAohU91PT7Ha/GuaUKz2dFQWAN8aYsMpDklCscprsHf35+JEycyYcKEXseMCiGEEKdyTqXYna2goCACAwMpLCwE4OmnnyYkJISrr74ad3d3br31VtLS0khNTT3tcR544AFXGd4VK1ZIqp0QYkB8fHyYO3cuM2fO5MiRI+Tm5tLY2AiA5qHhzIgif+nVHMnNJGHjLiaUZuPj0MtbN3iGUnnVDFcq3dKlS0lISBhVpaw9PDyYMmUK6enp1NTUUFZWRllZGVVVVXqFP03DHBmKOTL0jMcyGo1EREQQExNDYmIioaGhMsZICCFEn23cuJGNGzcC+gd4p3NO9yDdc889rpLeAK2trfj7+/OPf/yDb3zjGz22b21tJTIyks8//5zp06f3WC89SEKIoaSUoqSkhJycHNc4pa7sFVY8j9TiV1aDaXYizglBAFxyySUkJycPc2sHzuFwUFlZSXl5ObW1tTQ3N2M2m3E6nWiahpeXFz4+PoSEhBAeHk5YWBghISEYjT2LTgghhBD9dV71ID333HNs376dN954A4B3332XSy65hEsvvRSAX//618TGxnL55ZcD8Itf/IJFixZx2WWXAfDII4/w1a9+tdfgSAghhpqmaSQkJJCQkEBdXR379+/n6NGjrnFKbtEeOKJjaCLGtU9YWBhJSUkj1OKBMRqNxMbGEhsbO9JNEUIIIXo4/WyBo4zFYiEzM5Mnn3ySyspKMjMz+X//7/+51hcXF5OXl+f6/vHHH+fJJ58kMzOTBQsWkJOTw+bNm10DeZOSkrjnnntYunQp8+fPx83NjZdffvmM7XjggQdcXXRCCDEUQkNDyczM5MYbb2TWrFm9jify8vLioosuklQzIYQQoo82btzIAw88cNptxmSK3UiRFDshxEhxOp3U1tZSV1eH2WzG29ubcePGucZDCiGEEKJvzqsUOyGEOFcZDAYiIiK6zd0mhBBCiME3plLshBBCCCGEEGIoSYA0ADIGSQghhBBCiLFHxiANMhmDJIQQQgghxNh2pnt66UESQgghhBBCiA4SIA2ApNgJIYQQQggx9kiK3SCTFDshhBBCCCHGNkmxE0IIIYQQQog+kgBpACTFTgghhBBCiLFHUuwGmaTYCSGEEEIIMbZJip0QQgghhBBC9JEESAMgKXZCCCGEEEKMPZJiN8gkxU4IIYQQQoixTVLshBBCCCGEEKKPJEASQgghhBBCiA4SIA2AjEESQgghhBBi7JExSINMxiAJIYQQQggxtskYJCGEEEIIIYToIwmQBkBS7IQQQgghhBh7JMVukEmKnRBCCCGEEGObpNgJIYQQQgghRB9JgDQAkmInhBBCCCHE2HPOpdjV1tayatUqduzYQVFR0Wm3XbNmDe+99x5BQUGuZbNnz+aZZ57ptt2uXbt46KGHaGlpwWw2ExERweuvv05YWFiPY0qKnRBCCCGEEGPbme7p3UagTQOSm5vLqlWrSE9Pp68x3e9//3syMzNPuf7QoUOsXLmS//73v0yaNAmn08nKlSsxm82D1GohhBBCCCHEWDJmUuzCwsLYuHEjc+fOHbRjrlmzhhtuuIFJkyYBYDAYWL9+PQkJCafdT1Lszi/ys+6bc+11Gu3XM9rbN1qca6/TWLie0dDG0dCGwTTar2c0tG+42zAc5xuKcwzmMcfqz70vKXZjJkCKiorC09OzX/u8/PLLZGZmsmTJElatWkVtba1rnVKKDRs24O/vz8qVK1m0aBFXX301WVlZZzzuE088wYoVK/p7CWKMGg1vAGPBufY6jfbrGe3tGy3OtddpLFzPaGjjaGjDYBrt1zMa2icB0vAfc6z+3FesWMETTzxx2m3GTIDUX0lJScybN48tW7awbds2bDYby5Ytw2q1Avp4pubmZn7729/yyCOPsH37dq666ioWL15MSUnJCLd+bBsNfzDnm/PxNR+L1zwa23w2bRrufUfbDUlftx3s7c72OEO9fqD7nmrdQPbpz/b9Oe/ZbtuXZX25poEcZ6i/P9W60+3X13V9eT5Yx+l83p9znm6f/i7ry/H7c5xTHbev22/cuLFfx+rvcc60rK/t6G3bMx3ndMbMGKT+uvXWW7t9/9RTTxEcHMz777/PtddeS3t7OwBXXnkl6enpANx2222sWbOGV155hYcffrjHMTvHPjU3Nw9t48e4999/n4ULF450MwaN1Wod9T/z0fCaD/frNNTXPBTXM5htHqz2nU2bhnvfgezT39epP+fo67aDuV1frudMxxnq9adr4+n2PdW6gexzqjb0tn1/znu22/ZlWW/bnHw9AznOUH5/uvadbr++ruvL865tOJvjdD4/0/reztfX45xuWW/XdKpt+nKck7/29ZhdvwJ9Ptaptj3VujMtO9Xzrss623Dytqc7Tue9/ynrGqgx5pVXXlGJiYkD2jcwMFA9/fTTSimlWlpalKZp6uc//3m3bRYsWKC+853v9Lp/SUmJAuQhD3nIQx7ykIc85CEPeYzxR0lJSa/3/OdsD9I999zTraR3a2srzc3NxMfHA+Dr68vkyZOprKzstl9NTY1rm5PFxMRQUlKCv78/mqYNXeOFEEIIIYQQQ0IphclkIiYmptf150yA9Nxzz7F9+3beeOMNAN59910uueQSLr30UgB+/etfExsby+WXX+7a5+677+a+++6jrKyM2NhYNm3aREVFBbfcckuv5zAYDMTFxQ39xQghhBBCCCGGTGBg4CnXjZkAyWKxcNlll1FZWUllZSWZmZlcd911rFq1CoDi4mLy8vJc2z/++OM8+eSTPPnkk7S1tREREcHmzZvx9/d3bXPbbbfR0NDA8uXLCQkJwc3Njc2bN5OcnDzs1yeEEEIIIYQYeZpSfZx19Tzxwgsv8Je//AVvb2+CgoL485//3GvKXXNzM88++ywffvghRqORpqYmbr75Zu655x5JvxuD+vpz78pisTB58mQyMjJYu3bt8DR0BPX3NXrttdf44x//iNFopKGhgcWLF/OnP/1pGFt8ev25nqysLO69917MZjMOh4OEhAR+//vfExsbO8yt1tXW1rJq1Sp27NhBUVHRiLRhtOjPa9HbxOG33XYb3/zmN4eodYNDKcXatWtZu3at6+9p/vz5PPnkkwQFBY3qdgzXa/6vf/2LP//5z9jtdhoaGvD29ubpp59mwYIFg3qekfL1r3+dHTt2cOzYsZFuisuaNWt47733uv3sZ8+e3W14w3DZtWsXDz30EC0tLZjNZiIiInj99dcJCwsb1PNMnDiRqKiobstyc3N58MEHufvuuwflHHV1ddx9990cOHAAX19flFI89dRTLFq06KyO297ezpo1a9i2bRt2u53AwECef/55JkyYcMZ9T/c+W1JSwve//30aGxuxWCx873vf48477zyrtvanDQUFBTzxxBPk5+ejlMJqtfLwww93yxgbkAFVOzhHvfPOOyoqKkrV1NQopZR69NFH1cyZM5XD4eix7fvvv69mzJihWlpalFJKFRYWqsDAQPXcc88Na5vF2evPz72rhx56SAUGBqpbbrllGFo5svr7Gv3tb39TixYtUo2NjUoppWpqatTy5cuHrb1n0p/rcTqdKi4uTv30pz91fX/99deriy66aFjb3Gn//v0qIyND3XnnnQMuWHOu6O9rkZGRMeRtGgomk0n5+vqqw4cPK6WUam1tVfPnz1fXXnvtqG/HcL3mK1asUOvXr3d9f99996nQ0NAzvo+PBVu2bFFBQUGj7u/9kUceUR999NFIN0MdPHhQJSUlqYMHDyqllHI4HOraa69Vx48fH/RzXXXVVd2+t1qtKiYmRpWVlQ3aOW688Ua1ePFiZbValVJKPffccyooKEg1Nzef1XFXr16t5s+frywWi1JKqTVr1qjExETV2tp62v1O9z7rcDjUjBkz1OOPP66UUqq6ulpFRESod99996za2p823HPPPer2229XTqdTKaX/f3dzc1N79+49q3NKgNTFwoUL1b333uv6vqGhQRkMBrVp06Ye22ZnZ6t///vf3ZZ97WtfU5deeumQt1MMrv783DsdPXpULV68WH3zm988LwKk/rxGdrtdRUdHq40bNw5nE/ulP9dTU1OjAPXf//7Xtez5559Xvr6+w9LWk1VUVKi2trazquh5rujvazFWA6S2tjb1m9/8ptuyP/zhD8rb29t1UzBa2zFcr/nu3bu7BUPvv/++AlR9ff2wnH+oWK1WNXfuXPWrX/1q1P29j5YAaeXKlT0qEg+XdevWqauvvnpQj5menq7uu+8+1/cHDhxQgNq1a9eAj+lwOJS3t7f6y1/+4lrW0NCgAPXaa6+ddt/Tvc9u3LhRGY1G1dTU5Fp29913q0WLFg24rf1tw9tvv+360KZTSEiIevLJJ8/qnOfsRLH9ZbVa2bVrF9OmTXMtCwoKIjExkc8//7zH9tOmTePKK6/stsxsNhMZGTnkbRWDp78/904//vGPeeaZZzAYzv0/of6+RtnZ2VRUVFBXV8eKFStYtGgR3/ve96ipqRnOZp9Sf68nLCyMZcuWsX79ehwOB21tbbz33nssXbp0OJvtEhUVhaen54ice7QZyGuxevVqli1bRmZmJk899RQ2m22IWjd4PD09uffee7st60wjGs6U7oG2Yzhe89mzZ7vej00mEy+//DK33norwcHBg36u4fTss89y/fXXn7LS1kh7+eWXyczMZMmSJaxatYra2tphPb9Sig0bNuDv78/KlStZtGgRV199NVlZWcNy/pdeeonbb799UI/5ta99jQ0bNtDU1ATAm2++SXh4eJ9S4U6ltrYWi8VCRESEa1lQUBBeXl7s3LnztPue7n32888/JzExkYCAANeyGTNmsGvXrkH9Oz9dG66//nrS0tJc3zudTtrb28/6fvzcv7vro9raWux2OyEhId2Wh4SEUFFRccb9a2pq+PzzzwctB1UMj4H83N977z0iIyOZP3/+cDRxxPX3NSooKADg97//PW+99RaffvopNpuNSy65BKfTOSxtPp2B/syPHz9OfHw8iYmJ+Pn58dZbbw1Hc8Ugmj17Ntdccw2ffPIJ77zzDu+88w4/+MEPRrpZ/aaUYv369dx3332jvh3D/Zp//etfJyYmBnd3d/7whz8M2XmGQ1lZGevWrePHP/7xSDelV0lJScybN48tW7awbds2bDYby5Ytw2q1DlsbamtraW5u5re//S2PPPII27dv56qrrmLx4sWUlJQM6bmLi4s5fPiwq1ryYPnlL3/JBRdcQGJiIuPHj+df//oX27Zt61ZkrL/Cw8Px8fGhuLjYtay+vp62tjbq6+sHfNyKiope/5fabLZhD5Y7ffDBB4SFhbFy5cqzOo4ESCfp7VOwM31Cp5Ti9ttv57HHHmP69OlD1TQxhPr6c7dYLPzyl7/k17/+9XA0a1Tp62vU3t4OwB133EFQUBBGo5GHHnqI7OxsPvvssyFvZ1/19XpsNhsXX3wxqamplJSUUF5eTnh4OHfddddwNFMMomeeeYYLL7wQgNDQUB588EH++te/jtg/8oH6/e9/T0JCAnfccceob8dwv+ZvvfUW9fX1xMXFMXfuXFpaWobkPMPhJz/5Cb/+9a9xd3cf6ab06tZbb2X16tUYjUbc3Nx46qmnOHToEO+///6wtaHz/82VV15Jeno6oBcBCQkJ4ZVXXhnSc7/88st8+9vfHvRMktWrV7N9+3YKCwvJz8/npz/9KTfccMNZBTKapvH973+fF154gdraWpRS/PKXv8TDw+OsMxJOdY88EgXL6urq+PnPf86bb76Jj4/PWR1LAqQO4eHhuLm59fgFrK+v71Gx5GSrV69m5syZ/OhHPxrKJooh0N+f+xNPPMFtt91GeHj4cDVxxPX3Ner8NKlrSkhndbjjx48PYUv7pr/Xs2XLFvbu3ctDDz2E0Wh0BXyvvfYan3766XA1WwyBxMREgDFVCfDNN99k69atvP766yNaMXWg7RiO19zd3Z0nn3ySgoIC3n777SE7z1DaunUrSikuvvjikW5KnwUFBREYGEhhYeGwnTM4OBhN03qkIMbFxQ3p/xun08mrr77KbbfdNqjHNZvNvPDCC6xevdr1v/Tmm2+mpaWF559//qyO/fTTT3PjjTdy9dVXc8EFFzBjxgzS0tJITU0d8DGjo6N7/V/q7u5OaGjoWbW3v0wmE9dddx3PPPPMoFSvlACpg7u7O3PnziUnJ8e1rKmpiePHj7N48eJT7rd69WrCwsJ4+OGHAdi/f/+Qt1UMnv7+3Ldt28Zbb71FZmYmmZmZbNiwgQ0bNpCZmcmrr746nE0fNv19jebMmYPBYKCystK1rHP80ZlKpw+H/l5PZx61h4eHa1nn87P5RE8Mr+rqap566qluyzpTKkfD72VfvPXWW7z66qusX78eLy8v8vPzXZ+gj8Z2DOdrfnKvvru7Ox4eHmO2B+l///sfx44dc/2vefLJJ11zQN5zzz0j3TyAHu1obW2lubl5WP+efH19mTx5crf/N6D/zxnKdmzYsIEpU6YM+lQPdrsdp9PZ7f8N6P9zzvb/jZubGw899BCff/4527Zt4/rrr6eoqIivfOUrAz7m4sWLOXbsGCaTybUsOzubuXPnDmvPp8lk4uqrr+b+++9nxYoVtLe3k5+ff3YHPasSD+eYd955R0VHR6va2lqllFKPPfaYmjFjhnI4HKqhoUEtWrRIbdu2zbX9qlWr1A9/+ENlMplcj2XLlo1U88UA9ffn3tUtt9xyXlSx6+9rdPPNN6ulS5eq9vZ2pZRSP/vZz9TUqVOVzWYbkfafrD/XU1NTo0JCQtRjjz3m2v+xxx5TgYGBqqqqakTar5SSKnZd9PZanPxzLCoqUmFhYaqkpEQppZTFYlEXX3xxj7K9o9Wbb76pli1bpqqrq13/b2666SZVVFQ0atoxkq+5t7e32r9/v+v7F198UXl6erpKP491o/HvPSkpSf3vf/9zff/ggw+quLi4sy5H3V8vvfSSCgkJUaWlpUopvbKaj4+PKiwsHLJzXnPNNer9998fkmMvW7ZMXXbZZa4y3x9//LEyGAxqw4YNZ3Xchx56qFs11nvuuUfddNNNfd6/t9/BzjLfTzzxhFJK/38ZGRk56GW+T9eG5uZmtXTpUvXGG2+43pMOHDhw1vdmEiCd5Pnnn1czZ85UCxcuVJdddpkqLi5WSilVXl6uQkJCXPMsrFu3TgE9HqPtDUz0TV9/7p3y8/NVRkaGioyMVJGRkSojI0Pl5+ePRNOHTX9eo5aWFvXd735XTZ48WS1dulRde+21rpuk0aI/17Njxw514YUXqoULF6oFCxaozMxMtX379hFpt9lsVhkZGWrChAnK09NTZWRknLfzr53utTj552ixWNRjjz2m5s+frzIyMtTs2bPVnXfeqRoaGkbwCvqmoqJCGY3GXv/nDGeAdKZ2jORr/vvf/14tXLhQZWRkqIULF6qlS5eqzZs3D/p5RsLll1/e7Xd83bp1I90kpZRSr732msrIyFAZGRlq/vz56sorr1R5eXkj0pbf/OY3avLkyWrJkiVD/v5cVVWlkpOTld1uH5Ljl5WVqZtvvlnNmjVLLVmyRM2aNUutXbv2rI/70ksvqUmTJqklS5aoefPmqfvvv1+1tbWdcb8z/c8pLi5Wl112mVq4cKGaMWOGev7558+6rf1pw1133dXre9LZBkiaUkqdXR+UEEIIIYQQQpwbZAySEEIIIYQQQnSQAEkIIYQQQgghOkiAJIQQQgghhBAdJEASQgghhBBCiA4SIAkhhBBCCCFEBwmQhBBCCCGEEKKDBEhCCCGEEEII0UECJCGEEGKMcDqdtLa2jtj5TSbTiJ1bCCGGiwRIQghxjps2bRo+Pj5omkZoaCgXX3xxt/WbNm1C0zT+8pe/dFv+1FNPERUVhcFgICoqir179w5ns10uv/xyQkJC0DSNtWvXjkgbBmKw233s2DHmz5/P4cOHz75xA3T55Zfzj3/8Y8TOL4QQw0ECJCGEOMfl5OTwi1/8AoA//OEPbN68udv6rVu3ArBly5Zuy++//342b97MvHnzqKysZNasWcPT4JN88MEHvPvuuyNy7r5Ys2YNmqZx7NixbssHs90VFRUsXbqUb33rWyP2cwB46aWX+MlPfsLrr78+Ym0QQoihJgGSEEKcBy688ELgRDDU1ZYtWwgICGDr1q0opbqt27p1q2tfMXLuvPNOEhMTWb169Yi2Iy0tjTVr1nDHHXdQUVExom0RQoihIgGSEEKcB+bMmUNgYGCPXqLGxkYqKiq44YYbqKmpYf/+/d3Wb926lYsuumg4mypOkpuby3vvvcc999wz0k0B4Dvf+Q5ubm783//930g3RQghhoQESEIIcR4wGo0sW7aM48ePU1hY6Fq+bds2MjIyXL1EXQMop9PJjh07WLx4MQAff/wx3/jGN0hOTiYsLIz4+Hh+9KMf0dLS4trn0ksvxdPTE03TiIqKco1r2rt3L1FRUbi5uREWFsbOnTsBaGtr4xe/+AUpKSmEhIQQGxvL97//fWpqavp0XU6nk9/97ndMmjSJkJAQIiMjufHGG7td469+9SuioqLQNI1bb72VdevWMXPmTAICApg/fz67d+/ucdyamhpuvvlmgoODiYmJ4ZJLLiE3NxdN0/D29iYqKoqjR48ybdo0fvvb3wIwd+5coqKiiIqKor6+vkc716xZw7hx4wgODuaaa66hurq6T9f41ltvAfToyZswYQJ+fn7d0vtKSkqIiorCw8ODpKQk17Z///vfiYqKwmg0kpmZyccff8z8+fMJCAhg3rx5rp/H7373O8aNG0dYWBjf/va3ey0I4eHhwZIlS3jzzTf71H4hhBhzlBBCiPPCs88+qwD1l7/8xbVs1apV6qWXXlLV1dVK0zR1+eWXu9bt2rVLZWZmur6/9tprVWZmpqqpqVFKKbVv3z4VHx+vrr/++m7nuf/++xWg9u3b1215dXW1Cg0NVWazWSmllMPhUMuXL1exsbFq9+7dSimljh49qqZOnarS0tKUyWRy7fvRRx8pQL3yyivdjnnbbbcpf39/9eGHHyqllKqsrFQXXHCBCg8PV6Wlpd22BdSkSZPUz3/+c9Xe3q4aGhrUvHnzVFhYmLJYLK7t2tvb1fTp01V8fLw6cOCAUkqp7OxsNX/+fAWoW265pdtxH3nkEQWooqKiHq95Z7unT5+u1q1bp5xOpzp06JAKDQ1VV1xxRY/te5OZmamioqJ6XXeqc2dkZKjExMQe2ycmJqrk5GR1xx13KLPZrJqbm9XChQtVeHi4evHFF9V7772nnE6n2r59uzIajernP/95r+e97777FKCKi4v7dA1CCDGWSA+SEEKcJ3rrJdqyZQsXXngh4eHhTJ06lU8++QS73Q70HH+UmprKb37zG8LCwgCYMWMGDz74IOvWrSM/P9+13a233grA3/72t27nf/3117nmmmvw9vZ2fb9p0yYee+wxZs+e7TrH7373O44cOcKf/vSn017Pp59+yssvv8zdd9/tqswXGRnJiy++SE1NDb/+9a977FNfX88vf/lLPDw8CAoK4vbbb6e2tpYvvvjCtc3LL79MdnY2999/P5MnTwb0SoBnM/4nJSWF6667Dk3TmDhxIpdffjkbNmzAarWecd/8/HwiIyMHfO6TlZWV8dhjj+Ht7Y2/vz+33347NTU1bN68mauvvhpN01i4cCGLFi1i/fr1vR4jKioKgCNHjgxau4QQYrSQAEkIIc4TU6dOJSIigo8++gjQK6O1t7eTnJwM6AGUyWRypVudPP7oqaeeYs6cOd2OOX78eAAOHTrkWjZx4kTmzZvH66+/js1mcy1fu3Ytt9xyi+v7t99+G4Dly5d3O2ZnsLRx48bTXs+p9h83bhwBAQG97j9r1izc3Nxc38fHxwN0Kzjw73//G9DTBbvKzMw8bXtOZ8GCBd2+j42NxW63U1tbe8Z96+rq8PX1HfC5TzZu3DhCQ0O7tQXo8bONi4ujtLS012N0tqeurm7Q2iWEEKOFBEhCCHGe0DSNzMxMqqqqyM3NZevWrVxwwQWu9V17mGw2G9nZ2cybN8+1vqysjNWrVzNlyhQiIyOJioriuuuuA+gx5ubWW2+lpqaG//3vfwBkZ2fT0tLCkiVLXNscPXoU0AOizrE7UVFRTJo0CV9f3x7HPFnn/l/96le77R8VFYVSioaGhh77dPZ+dfLw8ADo1pNTVFQEQHR0dLdtO3tNBqIv5z0Vq9XaLag7Wye3xd3dvdflHh4eWCyWXo/R2Z6+tF8IIcaawXvHFUIIMepdeOGFvP3222zdupWsrKxuk8ZmZGRgNBrZsmULF1xwATNnznTdCJtMJhYuXIimabz77rvMmjULTdPYtm1btyCr0ze+8Q3uvvtu1q5dy1VXXdWj9whwlRQvKCgYUA9J5/7btm0jPT29T/sYDGf+XLDzuOqkkudnoy/nPRUfH59uPXF94XQ6T7lO07R+Le9NZ2Dk4+PTr3YJIcRYID1IQghxHulMmdu6dWuPMUYBAQHMmTOHL774gv/85z/d0uu2bNlCSUkJd911F7Nnzz7jzXRwcDBXXXUV//nPf6isrOSNN97gW9/6Vrdt0tLSAL1n6mSHDx8mJyfntOc43f7FxcWuVMH+SklJAaCysrLb8pO/Hy7R0dE0NjaedpvOcWOd+loFcKA62xMTEzOk5xFCiJEgAZIQQpxHxo0bR0JCAhs2bMDX17dH2tiFF16I1WrlhRde6BY8eXp6Aj17GUpKSk55rltuuQWbzcYtt9zC5MmTSUxM7LZ+5cqVALz33nvdliul+PrXv87mzZtPey2n2h9g9erVvPbaa6fd/1SuvPJKAFd6YKdt27b1un1n71dnkPLqq6/2OiHvQKWnp/caBHbVdX1NTQ0FBQWDdv7elJaWYjAYmDRp0pCeRwghRoIESEIIcZ654IILaG9v7zGvDpwYh+Tu7s706dNdyxctWkR0dDTPP/88eXl5gF5d7fHHHz/leS699FKioqLYtGmTq7JdVzfeeCOXXXYZTz/9NJ9++ikAZrOZe+65h7a2Nm677bbTXseSJUv4/ve/zyuvvMI///lPlFLYbDaeeeYZvvzyS+69994zvha9ue2225g6dSpPPfUUBw8eBCAnJ+eUAdfEiRMBOHjwIO3t7Tz55JM0NTUN6Ny9ueiii2hubub48eOn3Ob555+nvb0ds9nMAw88QFxc3KCdvzfZ2dnMnTuXwMDAIT2PEEKMiBEsMS6EEGIE/P3vf1eAevfdd3usM5vNytPTU33ta1/rsS47O1stX75cBQUFqZSUFLV8+XLX3EoBAQFqxYoVPfa55557lK+vr2ppaem1Le3t7erRRx9VqampKjw8XCUnJ6vvfve7qqyszLXNV77yFRUcHOw6z8yZM13rnE6n+sMf/qDS09NVaGioSkxMVCtXrlR5eXmubV588UUVGRmpAOXl5aUiIyOVUkr98Ic/7Hbcru2vqqpSN954owoMDFSxsbHqyiuvVIWFhQpQ3/72t7tdg8PhULfddpsKDw9XsbGx6nvf+55yOBzq1ltv7Xb8a665Riml1Jw5c5Svr68CVFhYmHr00Ud7fW061dbWKm9vb/Xss8/2WNc5D9L06dNVQECASk9PVx9++KHKyMhQBoNBRUZGqtdff13973//U5GRkcpgMCh3d3cVGRmpioqK1F133dWtjVdddZWy2+0qMjJSeXl5KUBFRkaqF1980XXO8vJy5e7urv785z+ftt1CCDFWaUoN4ihUIYQQ4hxVVVVFVFQUP/3pT3n66aeH9dy//OUv+fOf/8zRo0dd80gBrFmzhkcffZSioiKSkpKGpS0/+tGP2Lx5M1lZWa4KeEIIcS6RFDshhBDiJEuWLOlR+KBzMtlly5YNe3sefPBB5s+fz7XXXkt7e/uwn7/T2rVrWbduHf/85z8lOBJCnLMkQBJCCCFO8uWXX/Lggw+6gpHs7Gzuv/9+li1bxle+8pVhb4/RaGT9+vUsXryY7OzsYT9/p507d7Jjxw5XBUEhhDgXyTxIQgghxEmefPJJ/vnPf5KSkoLFYsHf35/rr7+eRx999KzmNDobBoOBBx98cETO3emFF14Y0fMLIcRwkDFIQgghhBBCCNFBUuyEEEIIIYQQooMESEIIIYQQQgjRQQIkIYQQQgghhOggAZIQQgghhBBCdJAASQghhBBCCCE6SIAkhBBCCCGEEB0kQBJCCCGEEEKIDv8fEI4eSqr9dc4AAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.contributions import spectral_contribution, plot_spectral_contribution\n", "\n", "spectrum, spectrum_contribution_list_names, spectrum_contribution_list = spectral_contribution(planet, star, model_opaque_plus_slabs,atmosphere_opaque_plus_slabs, \n", " opac_sio2_mgsio3, wl,\n", " contribution_species_list = ['H2O'],\n", " cloud_species_list = ['SiO2', 'MgSiO3'],\n", " bulk_species = True, \n", " cloud_contribution = True, \n", " cloud_total_contribution = True,\n", " )\n", "\n", "fig = plot_spectral_contribution(planet, wl, spectrum, spectrum_contribution_list_names, spectrum_contribution_list,\n", " return_fig = True,\n", " line_width_list = [6,6,2,2,2,2],\n", " colour_list = ['black', 'gray', 'cyan', 'orange', 'purple', 'red'])" ] }, { "cell_type": "markdown", "id": "346cc3b2", "metadata": {}, "source": [ "We can make the opaque deck a fuzzy iron deck instead:" ] }, { "cell_type": "code", "execution_count": 55, "id": "0edd34ae", "metadata": {}, "outputs": [], "source": [ "# Fuzzy Deck + Slabs\n", "log_P_top_deck_Fe = 0\n", "log_r_m_Fe = -2\n", "log_n_max_Fe = 20\n", "f_Fe = 0.2\n", "\n", "\n", "cloud_params = ([log_P_top_deck_Fe,log_r_m_Fe,log_n_max_Fe,f_Fe,\n", " log_P_top_slab_SiO2,Delta_log_P_SiO2,log_r_m_SiO2,log_X_SiO2,\n", " log_P_top_slab_MgSiO3,Delta_log_P_MgSiO3,log_r_m_MgSiO3,log_X_MgSiO3])\n", "\n", "atmosphere_fuzzy_deck_plus_slabs = make_atmosphere(planet, model_fuzzy_deck_plus_slabs, P, P_ref, R_p_ref, PT_params, log_X_params, cloud_params)" ] }, { "cell_type": "code", "execution_count": 56, "id": "dffe1633", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_clouds(planet,model_fuzzy_deck_plus_slabs,atmosphere_fuzzy_deck_plus_slabs)" ] }, { "cell_type": "code", "execution_count": 57, "id": "6113bc21", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.contributions import spectral_contribution, plot_spectral_contribution\n", "\n", "spectrum, spectrum_contribution_list_names, spectrum_contribution_list = spectral_contribution(planet, star, model_fuzzy_deck_plus_slabs,\n", " atmosphere_fuzzy_deck_plus_slabs, \n", " opac_fe_sio2_mgsio3, wl, #<- Remember to use new opac\n", " contribution_species_list = ['H2O'],\n", " cloud_species_list = ['SiO2', 'MgSiO3', 'Fe'],\n", " bulk_species = True, \n", " cloud_contribution = True, \n", " cloud_total_contribution = True,\n", " )\n", "\n", "fig = plot_spectral_contribution(planet, wl, spectrum, spectrum_contribution_list_names, spectrum_contribution_list,\n", " return_fig = True,\n", " line_width_list = [6,6,2,2,2,2,2],\n", " colour_list = ['black', 'gray', 'cyan', 'orange', 'purple', 'red', 'limegreen'])" ] }, { "cell_type": "markdown", "id": "4778b425", "metadata": {}, "source": [ "There is also an option to define a slab so that multiple aerosol species share the same pressure extent, but differ in mixing ratio and radii β€” this is good for retrievals since it decreases the number of parameters." ] }, { "cell_type": "code", "execution_count": 58, "id": "201aaa36", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Cloud parameters (One Slab, Multiple Species) : ['log_P_top_slab' 'Delta_log_P' 'log_r_m_SiO2' 'log_X_SiO2'\n", " 'log_r_m_MgSiO3' 'log_X_MgSiO3']\n" ] } ], "source": [ "model_name = 'One_Slab_Multiple_Species'\n", "\n", "bulk_species = ['H2', 'He'] # H2 + He comprises the bulk atmosphere\n", "param_species = ['H2O']\n", "\n", "aerosol_species = ['SiO2', 'MgSiO3']\n", "\n", "model_one_slab_multiple_species = define_model(model_name, bulk_species, param_species,\n", " PT_profile = 'isotherm', X_profile = 'isochem',\n", " cloud_model = 'Mie',cloud_type = 'one_slab',\n", " aerosol_species = aerosol_species)\n", "\n", "print(\"Cloud parameters (One Slab, Multiple Species) : \" + str(model_one_slab_multiple_species['cloud_param_names']))" ] }, { "cell_type": "code", "execution_count": 59, "id": "59ab0924", "metadata": {}, "outputs": [], "source": [ "from POSEIDON.core import make_atmosphere\n", "\n", "T = 1200\n", "log_H2O = -4\n", "\n", "PT_params = np.array([T])\n", "log_X_params = np.array([log_H2O])\n", "\n", "# Slab with multiple species\n", "log_P_top_slab = -5\n", "Delta_log_P = 2\n", "log_r_m_SiO2 = -2\n", "log_X_SiO2 = -12\n", "log_r_m_MgSiO3 = -1.5\n", "log_X_MgSiO3 = -13\n", "\n", "cloud_params = ([log_P_top_slab, Delta_log_P, log_r_m_SiO2, log_X_SiO2, log_r_m_MgSiO3,log_X_MgSiO3])\n", " \n", "atmosphere_one_slab_multiple_species = make_atmosphere(planet, model_one_slab_multiple_species, P, P_ref, R_p_ref, PT_params, log_X_params, cloud_params)" ] }, { "cell_type": "code", "execution_count": 60, "id": "25569996", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_clouds(planet,model_one_slab_multiple_species,atmosphere_one_slab_multiple_species)" ] }, { "cell_type": "code", "execution_count": 61, "id": "25075d42", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.contributions import spectral_contribution, plot_spectral_contribution\n", "\n", "spectrum, spectrum_contribution_list_names, spectrum_contribution_list = spectral_contribution(planet, star, model_one_slab_multiple_species,atmosphere_one_slab_multiple_species, opac_sio2_mgsio3, wl,\n", " contribution_species_list = ['H2O'],\n", " cloud_species_list = ['SiO2', 'MgSiO3',],\n", " bulk_species = True, \n", " cloud_contribution = True, \n", " cloud_total_contribution = True,\n", " )\n", "\n", "fig = plot_spectral_contribution(planet, wl, spectrum, spectrum_contribution_list_names, spectrum_contribution_list,\n", " return_fig = True,\n", " line_width_list = [6,6,2,2,2,2],\n", " colour_list = ['black', 'gray', 'cyan', 'orange', 'purple', 'red'])" ] }, { "attachments": {}, "cell_type": "markdown", "id": "114b2f98", "metadata": {}, "source": [ "#### Custom Aerosols" ] }, { "attachments": {}, "cell_type": "markdown", "id": "ee0f2f58", "metadata": {}, "source": [ "When not using the precomputed aerosol database, we can generate forward models directly from refractive index txt files or assuming a constant real and imaginary refractive index.\n", "\n", "Now we have to provide the `r_i_real` and `r_i_complex` (refractive indices) into the cloud parameters.\n", "\n", "Note that free and file read only work with the following cloud models: fuzzy deck, slab, uniform x, and opaque cloud plus slab. With free and file read aerosols, you can only have one slab (not multiple slabs)\n", "\n", "Remember that using free or file read refractive indices will be slower, since cross sections have to be computed from scratch." ] }, { "cell_type": "code", "execution_count": 62, "id": "beeac865", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "Cloud parameters (File Read) : ['log_r_m' 'log_X_Mie' 'r_i_real' 'r_i_complex']\n", "\n", "Cloud parameters (Free) : ['log_r_m' 'log_X_Mie' 'r_i_real' 'r_i_complex']\n" ] } ], "source": [ "bulk_species = ['H2', 'He'] \n", "param_species = ['H2O']\n", "\n", "model_name = 'File_Read'\n", "aerosol_species = ['file_read'] # <---- Put file_read here for using your own refractive index txt file\n", "\n", "model_file_read = define_model(model_name, bulk_species, param_species,\n", " PT_profile = 'isotherm', X_profile = 'isochem',\n", " cloud_model = 'Mie',cloud_type = 'uniform_X',\n", " aerosol_species = aerosol_species)\n", "\n", "model_name = 'Free'\n", "aerosol_species = ['free'] # <---- Put free here for constant real and imaginary refractive index\n", "model_free = define_model(model_name, bulk_species, param_species,\n", " PT_profile = 'isotherm', X_profile = 'isochem',\n", " cloud_model = 'Mie',cloud_type = 'uniform_X',\n", " aerosol_species = aerosol_species)\n", "\n", "print()\n", "print(\"Cloud parameters (File Read) : \" + str(model_file_read['cloud_param_names']))\n", "print()\n", "print(\"Cloud parameters (Free) : \" + str(model_free['cloud_param_names']))" ] }, { "cell_type": "markdown", "id": "3054ca46", "metadata": {}, "source": [ "Let's look at the file read first" ] }, { "cell_type": "code", "execution_count": 64, "id": "b57fb03d", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Loading in : ../../../POSEIDON/reference_data/refractive_indices_txt_files/aerosol_database/WS15/H2O_complex.txt\n" ] } ], "source": [ "from POSEIDON.clouds import load_refractive_indices_from_file\n", "\n", "T = 1200\n", "log_H2O = -4\n", "\n", "PT_params = np.array([T])\n", "log_X_params = np.array([log_H2O])\n", "\n", "# Cloud Params \n", "log_r_m = -2 # <---- Mean particle size of aerosol (1e-2 um)\n", "log_X_Mie = -12 # <---- Mixing ratio of aerosol throughout whole atmosphere\n", "\n", "# Preload the refractive indices from the file \n", "refractive_index_path = '../../../POSEIDON/reference_data/refractive_indices_txt_files/aerosol_database/WS15/'\n", "file_name = refractive_index_path + 'H2O_complex.txt'\n", "\n", "r_i_real, r_i_complex = load_refractive_indices_from_file(wl, file_name) # <---- Load in the real and imaginary indices\n", "\n", "cloud_params = ([log_r_m, log_X_Mie, r_i_real, r_i_complex])\n", "\n", "atmosphere_file_read = make_atmosphere(planet, model_file_read, P, P_ref, R_p_ref, PT_params, log_X_params, cloud_params)" ] }, { "cell_type": "code", "execution_count": 65, "id": "d07fe7d2", "metadata": {}, "outputs": [ { "data": { "image/png": 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Ibd68WbGxsRo2bJiCg4NVWFiozMxMJScna+TIkbrvvvv03nvvyd/f3y0hX3zxRc2cOVOGYbhl/gAAAPC8EovpzJkz1aBBAy1cuFAVKhS/czUhIUF/+ctfNHPmTJcHPHz4sJYuXery+QIAAMBcSiymf/zjH9WoUaNSZxIXF6fvv//eZaF+a9SoUZowYYLGjh3rlvkDAADAHEo8x/S3pbRDhw4llkNnCuz1+uCDD1S/fn1FRka6fN4AAAAwlxL3mP7WTz/9pI0bN7ozi4Ps7GxNnz5dSUlJOnDgQJktFwAAAJ7h9O2imjVrpoCAgCLj13teaXx8vCwWS7E/MTExkqQpU6Zo+PDhqlq16nXNHwAAAOWT03tM27dvr/79+6t///4KCQmxj69evVovvPCC0wucP3++Zs+eXez7Pj4+Onz4sL744gtNnz7d6fleMXHiRPn5+UmSYmNjFRsbe93zAAAAgGskJiYqMTFRkpSXl1fitBbDyXswFXdVvsViUUFBwXVGLNn8+fO1bNkyBQcHS5IyMjJ04MABRUdHq3bt2lq1alWRz9hsNlmtVmVmZto/BwDwAvk2aa1VeixT8uXvP2BmpfU1p4tp+/bttWXLFqfHXWnr1q1q3759ifcxpZgCgJeimALlRml9zelzTK+1l1KS1q9ff+PpnDB06FCNHj1akhQTE6OFCxe6dXkAAADwDKfPMQ0LC7vm+OOPP64NGza4LNDV3nnnHbfNGwAAAObhdDHNyMjQiy++qC+++ELZ2dn28dTUVLcEAwAAgHdxupiOHDlSdevW1aVLl/S3v/1NeXl5+uSTT9S+fXt35gMAAICXcLqYHj9+XMuXL9eOHTv0xBNPSJKGDBmivn37ui0cAAAAvIfTFz/5+/tLunz/qfz8/MsfrlBBP/74o3uSAQAAwKs4vce0YsWK+uqrr3Tvvffq4YcfVpcuXbRjxw57YQUAAABuhtN7TKdMmaKLFy/q5ZdflmEYeumll5SSkqK33nrLnfkAAADgJZzeY3rffffZ/33lsVIAAACAqzhdTCXpyy+/VEJCgk6cOKHw8HANHjxYLVu2dFc2AAAAeBGnD+UvW7ZMDzzwgL777jv5+/vr22+/VVRUlFasWOHOfAAAAPASTu8xnTNnjvbu3at77rnHPnbw4EENHDhQgwYNcks4AAAAeA+n95hWrVrVoZRKUpMmTVS1alWXhwIAAID3cbqY3nPPPTp27JjDWEpKiu644w6XhwIAAID3KfFQ/pNPPmn/d25uriIjI9W2bVvVqFFD586d09atWxUbG+v2kAAAALj1lbjHdNOmTTIMQ4ZhyM/PTz169FD16tVlGIaqVaumXr16aefOnWWVFQAAALewEveYPvLII3rjjTdKnMHw4cNdGggAAADeyWIYhuHpEK5gs9lktVqVmZmp4OBgT8cBAJSVfJu01io9lin58vcfMLPS+lqJh/LHjx9f5IKnazl79qxGjRp14ykBAADg9Uo8lB8fH6/u3bvrscceU7du3VSvXj1ZrVYVFBTIZrMpOTlZSUlJWrFihdasWVNWmQEAAHALKrGY1q1bV0lJSRo3bpzatWunCxcuOLzv7++v7t27a9OmTQoPD3drUAAAANzanD7HNDs7WwcPHlRqaqoKCgpUq1Yt/eEPf5DVanV3RqdwjikAeCnOMQXKjdL6mtOPJK1cubLuv/9+l4YDAAAArnD6yU8AAACAO1FMAQAAYAoUUwAAAJgCxRQAAACm4PTFTxcuXNA333yj06dPq6CgQGFhYbr77rsVFBTkznwAAADwEqUW0/T0dD333HNau3atsrOzHd4LDAxUz549NXv2bIWFhbktJAAAAG59JR7KT0lJUfv27RUREaEtW7bo3Llzys/PV25urs6cOaMtW7bonnvuUWxsrA4dOlRWmQEAAHALKnGP6aJFi7RhwwZFREQ4jPv4+KhGjRqqUaOGWrZsqSeffFJ///vf9frrr7s1LAAAAG5dTj/5yex48hMAeCme/ASUGzf95Kddu3Zpw4YN8vX1VZ8+fdSkSRO3BAUAAIB3K7GYrlmzRgMGDJDVatWlS5c0e/Zsff7554qKiiqrfAAAAPASJV78NH36dH300UdKT0+XzWbTrFmzNH369DIJtn37dj3yyCPq3Lmz2rRpo+bNm2vjxo1lsmwAAACUvRKLqb+/v3r27Gl/PWLECKWlpbk9lCS9//77atu2rTZv3qwvvvhCQ4YMUa9evXT27NkyWT4AAADKVonFtFKlSqWOPfTQQ65N9P8bOXKk4uPj7a8feOAB5eXl6eTJk25ZHgAAADyrxHNMjx49qilTpjiM/fzzzw5j//vf/9wSrHHjxvZ/5+bmavHixerYsSMXXwEAANyiSiymqampWrp0aZHx34798ssvrk/1G2PGjNHy5ct17733atWqVapQocSdvAAAACinSmx5rVu31tGjR0v8adWq1XUtMD4+XhaLpdifmJgYh+nnzp2rtLQ0de/eXZGRkRzKBwAAuEWVeIP9tLQ01ahRo8QZODPNb+Xm5io/P7/Y9318fBQYGHjN926//XbFxcUVOb1A+n83bB0+fLj8/PwkSbGxsYqNjXU6GwCgHOIG+4CpJSYmKjExUZKUl5enN954o9gb7Jv2yU/Tpk3ThAkTHMYaNWqkLl266LXXXisyPU9+AgAvRTEFyo3S+pppT9h86623lJSUZH+dmJioI0eOqHv37h5MBQAAAHcp9ZGknvLKK69oypQpeuWVV3Tp0iXl5eXp/fffV4cOHTwdDQAAAG5g2mL6+OOP6/HHH/d0DAAAAJQRpw/lX+u2UQAAAICrOL3HdNasWapYsaKuvlbKYrGoVq1aat26tapUqeLygAAAAPAOThfTCxcuaPDgwQoMDFT16tV17tw55efnKzQ0VGlpaQoODta//vUvRUZGujMvAAAAblFOH8ofMmSIVqxYofPnz+vnn3/W+fPn9d5772n06NHKysrSjBkzNG7cOHdmBQAAwC3M6WK6Y8cO9e/f32FswIAB+uyzzyRJgwYNKvHG+QAAAEBJnC6mJ06cUFZWlsOYzWbTsWPH7K8tFovrkgEAAMCrOH2OaWxsrJo1a6a+ffvqtttu05kzZ7RmzRr16NFDFy9e1IQJE7j4CQAAADfM6WI6c+ZMVa1aVStWrNCJEycUHh6uuLg4Pf/888rPz1dUVJTi4+PdmRUAAAC3MItx9f2fyqnSnr0KALhF5duktVbpsUzJl7//gJmV1teu68lPp06d0nvvvaeUlBTVrVtXgwcPVlhYmMvCAgAAwHs5ffHTnj171LBhQyUkJOjQoUNaunSpGjZsqD179rgzHwAAALyE03tMx48frw8//FAPPvigfSwxMVEvvviikpKS3BIOAAAA3sPpPaaXLl1yKKXS5Sv1CwoKXB4KAAAA3sfpYpqbmyubzeYwlpGRoYsXL7o8FAAAALyP04fy+/btq2bNmqlfv36qWbOmfvnlF61evVrDhw93Zz4AAAB4CaeL6ejRo+Xr66s33nhDKSkpioiI0KhRoyimAAAAcImbvo+pYRimeBQp9zEFAC/FfUyBcqO0vub0OabF6dix483OAgAAACj5UH69evVKnUFqaqrLwgAAAMB7lVhM/f39NX78+GLfNwxDM2bMcHkoAAAAeJ8Si+nYsWP1xBNPlDiD/Px8lwYCAACAdyrxHNPevXuXOoNhw4ZJktLT012TCAAAAF6pxGI6Y8YMbdiwodSZbN26VZMmTXJZKAAAAHifEm8XlZOTo969eysvL0/dunVTvXr1ZLVaVVBQIJvNpuTkZCUlJSk7O1vr169X1apVyzK7A24XBQBeittFAeVGaX2txHNMK1WqpI0bN+q9997T8uXL9dVXXykvL0+S5Ovrq8jISA0aNEhPP/20KlZ0+l79AAAAQBHXfYP9X3/9VQUFBapRo4a7Mt0Q9pgCgJdijylQbtzUHtNr8eThegAAANy6bvrJTwAAAIArUEwBAABgChRTAAAAmALFFAAAAKZwXcV03bp16tq1qzp37qyMjAxNmjRJly5dckuwdevWqVOnTurYsaOaN2+u/v376+TJk25ZFgAAADzP6WK6ZMkSjRo1SvXr19e5c+cUHBwsX19fjRs3zi3BnnrqKU2ePFlJSUn68ssvlZubq549e7plWQAAAPA8p4vpypUrdeDAAb3++uuyWq2qUKGCJk+erP3797sl2KhRoxQVFSVJqlixogYPHqz//ve/+uWXX9yyPAAAAHiW08W0YsWKCgkJcWMUR5MmTXJ4nZOTo8DAQAUFBZVZBgAAAJQdp4upj4+PNmzYIEmyWCySpM8//1y+vr7uSXaVDz74QM8++6wqVapUJssDAABA2XL6yU8zZ85Ux44dFRQUpPPnz6tBgwY6e/askpKSrmuB8fHxevPNN4t9Pzo6Wlu3bnUY+/jjj3X69GmtWrXqupYFAACA8sNiGIbh7MSpqalatmyZjh07prp162rQoEEKDQ29rgXm5uYqPz+/2Pd9fHwUGBhof71t2zb95S9/0bp161StWrViP3fl2avDhw+Xn5+fJCk2NlaxsbHXlQ8AUM7k26S1VumxTMm36LO3AXhWYmKiEhMTJUl5eXl64403lJmZqeDgotur08W0Q4cOatq0qV577TXXpi3Btm3b9NJLL2nDhg2qWrWqjh07JqvVKqvVWmTaK8W0uC8KALhFUUyBcqO0vub0OaY//fSTpk6d6tJwJdm2bZvGjh2rlStXytfXV1lZWVqyZIn27dtXZhkAAABQdpwups2aNVNAQECR8ZkzZ7o00BXdunXT3r17VbduXQUFBSkoKEjTpk1zy7IAAADgeU5f/NS+fXv1799f/fv3d7ht1OrVq/XCCy+4PFhWVpbL5wkAAADzcrqYjho1SpK0Zs0ah/Ert44CAAAAbobTh/Kjo6NVWFhY5Kddu3buzAcAAAAv4XQxLe4eouvXr3dZGAAAAHgvp4tpWFjYNceHDRvmsjAAAADwXk6fY9qhQ4drju/fv99VWQAAAODFnC6mR48eVVxcnP31r7/+qs8//9xhDAAAALhRThfTyZMn64knnnAYy8rK0ujRo12dCQAAAF7I6XNMry6lklSlShUdPHjQpYEAAADgnZzeYzplyhSH1xcvXtS+ffvk4+Pj8lAAAADwPk4X07lz56pp06b2135+frrzzjv1/PPPuyMXAAAAvIzTxbRXr15677333JkFAAAAXszpc0yvLqUXL15Ubm6uywMBAADAOzldTFeuXKkOHTooJydHX331lW677TZVrVpV//rXv9yZDwAAAF7C6WL69ttva+7cuapUqZJefvlljRs3Tp9++qleeeUVd+YDAACAl3D6HFNfX1/de++9yszM1J49e7R+/Xr5+voqMDDQnfkAAADgJZzeY5qVlaX8/Hy9//776tq1q3x9fSVJ+fn5bgsHAAAA7+H0HtM+ffrotttuU35+vnbt2qVz587pySef1B133OHOfAAAAPASThfTsWPHqlu3bqpSpYpq166tCxcuaOzYsWrYsKE78wEAAMBLOF1MJalBgwb2f+/du1eSVLNmTdcmAgAAgFdy+hzT8ePHKzw8XDk5OVq5cqXat2+vHj16aMaMGe7MBwAAAC/hdDHdsWOHDh8+rEqVKmnu3Ln6+OOPdfz4ca1du9ad+QAAAOAlnD6UHxgYqMqVKyslJUXp6enq1q2bJCk4ONht4QAAAOA9nC6mFy9e1FdffaVly5apb9++kqTs7GxduHDBbeEAAADgPZwupn/961/Vq1cvVa9eXUlJSTp+/LhatWqluLg4N8YDAACAt3C6mD744IM6deqUw9jVrwEAAIAb5fTFT9Llw/kffPCBlixZotzcXB0+fNhduQAAAOBlnC6m3333nerVq6dhw4bptddeU35+vvr166d169a5MR4AAAC8hdPFdOzYsVqwYIEyMzNVu3ZtValSRTt27NC8efPcGA8AAADewulimpeXp969e0uSLBaLJCkoKEgVKlzX2QAAAADANTndKi9evCibzeYwZrPZlJOT4/JQAAAA8D5OF9M+ffooMjJSf/nLX3Tq1ClNmzZNbdu21cCBA92ZDwAAAF7C6dtFjRkzRn5+fnrjjTd0/PhxrVy5UsOHD9ef//xnd+YDAACAl3C6mC5fvlz169fXoUOH3JnHQXZ2tiZMmKCFCxeqsLCwzJYLAACAsuf0ofynn35aFy9edGcWB6mpqeratasqV64swzDKbLkAAADwDKeLabt27dSzZ88i4wcPHnRpoCsCAgK0YcMGxcbGumX+AAAAMBeni+nDDz+s9evXFxkfPXq0K/PYhYSEyGq1umXeAAAAMB+nzzGdM2eOUlNTFRAQoKpVq9rHU1NT3RIMAAAA3sXpYhoQEKAlS5Y4jBmGoRkzZlzXAuPj4/Xmm28W+350dLS2bt16XfMEAABA+ed0MX3++ef1xBNPFBmvVKnSdS1w/vz5mj17drHv+/j4XNf8rjZx4kT5+flJkmJjYzlHFQAAwIMSExOVmJgo6fKTREtiMUq55D05OVmJiYny9fVVt27dVKtWLdcldcLWrVvVvn37Uq/Mt9lsslqtyszMVHBwcBmlAwB4XL5NWmuVHsuUfPn7D5hZaX2txD2mSUlJ6tGjhy5cuCDp8gVJ27Zt0z333OOetAAAAPBaJV6VP2HCBE2dOlUZGRk6c+aMhgwZopdffrmssqlnz572q/5jYmL00ksvldmyAQAAULZKPcd01KhR9n/PmjVLrVq1cmug37rW7akAAABwaypxj2mVKlWKjFWuXNnhdVxcnEsDAQAAwDuVuMf09OnTWrFihcOFR6mpqQ5ju3fvdm9CAAAAeIUSr8qvUKH0B0NZLBYVFBS4NNSN4Kp8APBSXJUPlBul9bUSm2d0dLQKCwtL/GnXrp3bwgMAAMB7lFhMFyxYUOoMnJkGAAAAKE2JxfQPf/hDqTNwZhoAAACgNKWfRAoAAACUAYopAAAATIFiCgAAAFOgmAIAAMAUKKYAAAAwBYopAAAATIFiCgAAAFOgmAIAAMAUKKYAAAAwBYopAAAATIFiCgAAAFOgmAIAAMAUKKYAAAAwBYopAAAATIFiCgAAAFOgmAIAAMAUKKYAAAAwBYopAAAATIFiCgAAAFOgmAIAAMAUKKYAAAAwBYopAAAATIFiCgAAAFOgmAIAAMAUKKYAAAAwBYopAAAATKFcFNNFixYpMjJSbdq0UdeuXXX8+HFPRwIAAICLmb6YfvTRR3rllVe0efNmffHFF2rdurV69uypwsJCT0cDAACAC5m+mM6ePVuPP/64atSoIUkaOXKkDhw4oKSkJA8nAwAAgCuZupjm5eXp66+/VpMmTexjISEhioiI0K5duzyYDAAAAK5m6mKalpamS5cuqVq1ag7j1apV0+nTpz2UCgAAAO5g6mJ6hcVicWoMAAAA5VdFTwcoye9+9ztVrFhR6enpDuPp6ekKDQ295mcmTpwoPz8/SVJsbKxiY2PdnhMAAADXlpiYqMTEREmXT9MsicUwDKMsQt2oNm3aKCoqSjNnzpQkZWZmqlq1avrss8/UuXNn+3Q2m01Wq1WZmZkKDg72VFwAQFnLt0lrrdJjmZIvf/8BMyutr5n+UP5zzz2nlStX6ty5c5KkBQsWqEmTJurYsaOHkwEAAMCVTH0oX5IeeeQRpaamqnPnzgoICFBISIg2bNigChVM36kBAABwHUx/KN9ZHMoHAC/FoXyg3Cj3h/IBAADgHSimAAAAMAWKKQAAAEyBYgoAAABToJgCAADAFCimAAAAMAWKKQAAAEyBYgoAAABToJgCAADAFCimAAAAMAWKKQAAAEyBYgoAAABToJgCAADAFCimAAAAMAWKKQAAAEyBYgoAAABToJgCAADAFCimAAAAMAWKKQAAAEyBYgoAAABToJgCAADAFCimAAAAMAWKKQAAAEyBYgoAAABToJgCAADAFCimAAAAMAWKKQAAAEyBYgoAAABToJgCAADAFCimAAAAMAWKKQAAAEzB9MU0LS1N/fr10+9//3tPRwEAAIAbmbqYfvvtt3r00UdVvXp1GYbh6TgAAABwI1MX0xo1aigxMVEtWrTwdBQAAAC4WUVPByhJaGiopyMAAACgjJh6jykAAAC8B8UUAAAApmDqQ/k3YuLEifLz85MkxcbGKjY21sOJAAAAvFdiYqISExMlSXl5eSVOe8sV06lTpyo4ONjTMQAAACDHHYU2m01vvPFGsdNyKB8AAACmYOo9phcuXFCXLl2Umpqq1NRUxcTE6NFHH9Wzzz7r6WgAAABwMVMX08DAQG3dutXTMQAAAFAGOJQPAAAAU6CYAgAAwBQopgAAADAFiikAAABMgWIKAAAAU6CYAgAAwBQopgAAADAFiikAAABMgWIKAAAAU6CYAgAAwBQopgAAADAFiikAAABMgWIKAAAAU6CYAgAAwBQopgAAADAFiikAAABMgWIKAAAAU6CYAgAAwBQopgAAADAFiikAAABMgWIKAAAAU6CYAgAAwBQopgAAADAFiikAAABMgWIKAAAAU6CYAgAAwBQopgAAADAFiikAAABMgWIKAAAAU6CYAgAAwBQopgAAADAFiikAAABMwdTF1DAMLV26VNHR0erQoYMiIyMVHx+vjIwMT0cDAACAi1X0dICSZGdna8SIEdq7d6/uuusu5eTkqEOHDho6dKg+/PBDT8cDAACAC5l6j6mvr68mT56su+66S5JUqVIlDRw4UBs3bpRhGB5Oh5uRmJjo6QhwAuup/GBdlR+sq/KDdVX2TF1M/f399dxzzzmM5eTk6LbbbpPFYvFQKrgCG3v5wHoqP1hX5QfrqvxgXZU9UxfTqxmGoQ8//FAvvPCCp6MAAADAxUx9junV5s2bp9tvv13PPPNMkfeuHNq32WxlHQs3IC8vj3VVDrCeyg+vXlf5NilHks0m+Xo6TOm8el2VM6wr17vy+yzulEyLUU5O1ly9erVWrVqltWvXKiAgoMj7J06cUHh4uAeSAQAA4HocP35cderUKTJeLorpmjVrtHz5cn300Ufy9/fXkSNHdPvtt8vf398+TWFhoU6dOqWgoCDOPwUAADAhwzB0/vx5hYWFqUKFomeUmr6YrlmzRosWLdKHH36owMBASVJ8fLxeffVV1a1b17PhAAAA4DKmLqapqamqU6eOCgoKirx39OhRiikAAMAtxNTFFAAAAN6jXN0u6lq2b9+uRx55RJ07d1abNm3UvHlzbdy40WGajIwMDRgwQC1btlRkZKT+9re/cYN+D1i3bp06deqkjh07qnnz5urfv79OnjzpME3Dhg0VExPj8LN582YPJfZezqwrtivzyM7O1siRI695vpbEdmUmpa0rtitzSkhIKLIdDRw40NOxbknl6nZR1/L++++rbdu2GjdunCRp8eLF6tWrl06cOKHf/e53kqQ//elPqlmzpnbv3q2cnBy1bNlSISEhGjNmjCeje52nnnpKH330kaKionTp0iX16dNHPXv21J49e+zThIaGauvWrZ4LCUnOrSu2K3NITU1V37591aZNm2ILDNuVOTizrtiuzGv8+PGKi4vzdIxbn1HOfffdd0ZWVpb99TfffGNIMvbt22cYhmH88MMPhiTj22+/tU8zf/58o3bt2kZhYWFZx/Vqr776qsPrDRs2GJKM1NRU+1h0dHQZp8K1lLau2K7M49dffzUyMjKMLVu2GMX9SWe7MofS1hXblXktXbrUWLp0qadjeIVyfyi/cePGqly5siQpNzdXixcvVseOHdWkSRNJ0q5du+Tr66tGjRrZP9O0aVOdPHlSKSkpHsnsrSZNmuTwOicnR4GBgQoKCrKPZWdnKy4uTu3atVOnTp309ttvcxjLA0pbV2xX5hESEiKr1VriNGxX5lDaumK7MrdPPvlEHTp0UFRUlOLi4vTzzz97OtItqdwX0yvGjBmjsLAwff/991qxYoX9/J3Tp0/LarU6nM9TrVo1+3vwnA8++EDPPvusKlWqZB+7++67NXr0aG3fvl3vvPOOpk2bpldffdWDKSEVXVdsV+UL21X5wHZlXqGhobr77rv12WefaceOHapfv75atmypc+fOeTraLce0xTQ+Pl4Wi6XYn5iYGIfp586dq7S0NHXv3l2RkZEOF2oUd8N9bsTvGte7riTp448/1unTpzVlyhSH8YSEBDVt2lSSVLduXY0aNUqzZs0qg2/hHVy5rtiu3OtG1lVx2K7cy5Xriu2qbDm77h566CFNmTJFfn5+slgsmjBhggoLC5WQkODR/Lci0xbT+fPn6/z588X+bNq0qchnLBaLxo4dKz8/P7355puSpFq1aikjI0OFhYX26dLT0yVd/n9AuHnXu662bdumuXPn6tNPP73m42V/KyIiQufPn9fZs2fd+RW8hqvWFduV+93I30BnsV25lqvWFdtV2bvRdefj46M6deooOTm5jBPf+kx7Vb6/v7/DI0eLM23aNE2YMMFhrHLlysrKypIktW3bVvn5+Tp8+LAaN24sSTpw4IBq166tiIgI1wf3Qs6uK+ly0XnppZe0YcMGVa1aVceOHZPVapXVatW3336rr7/+WoMHD7ZPf/r0aQUGBqp69eruiu9VXLWu2K7c73rWVUnYrtzPVeuK7arsObvuXnrpJU2aNMn+BErDMJSamqrw8HB3R/Q6pt1j6qy33npLSUlJ9teJiYk6cuSIunfvLkm666679PDDD2v+/PmSpAsXLuitt97SuHHjODRSxrZt26axY8dq5cqV8vX1VVZWlpYsWaJ9+/ZJktLS0jRz5kxlZGRIkn799VctWrRIw4YNK/aef3CP0tYV21X5wXZVfrBdmdfOnTu1bNky++t3331X2dnZGjBggAdT3ZrK/ZOfVq5cqbffflsWi0WXLl1SXl6ennvuOfXp08c+TUZGhp555hklJycrLy9PPXr00OTJk9nQy1iVKlWUnZ1dZHzLli2KiYlRenq6ZsyYoa1btyogIEBZWVnq2rWrJk2aVOohf7hWaetKYrsyk549eyolJUUHDhxQdHS0oqKi7Bc3sV2ZS0nrSmK7MqtNmzZp/vz5unDhgi5duiR/f39Nnz5dLVu29HS0W065L6YAAAC4NXAcBwAAAKZAMQUAAIApUEwBAABgChRTAAAAmALFFAAAAKZAMQUAAIApUEwBAABgChRTAAAAmALFFAAAAKZAMQXgETt37lRMTIwsFotiY2OvOU1+fr4iIiIUEhKimJgYXbhwQSNGjNCIESOcXs71Tn8jvvnmG/t3adiwoWJiYtSqVSvdcccdmjx58k3P393fIT8/X1OnTtWhQ4c0ZcoU1a1b1/7oWbMaPny40tLSPB0DgKsZAOBBlSpVMiQZX3/9dZH33nnnHaNy5cpGdHS0fSw7O9vIzs52ev7XO/3NkGQsXbrU/nrz5s2GJGPlypVOz+Nvf/ubw/c1DPd/h6FDhxpz584tMYO7HDt2zBgxYoRRoUIFo127dsahQ4cMwzCM0aNHG1WqVDEGDx5sHD58uMjndu/ebbRo0cK4cOFCmeQEUDbYYwrAo1q0aKFmzZrp1VdfdRgvKCjQ8uXL9fDDDzuMV6pUSZUqVXJ6/tc7vSt16tRJ1apV0//93//d1Hzc+R2SkpK0ZcsWt+9VLk54eLhef/11devWTQ0bNlSjRo0kSbfddpv279+v9957Tw0aNCjyuRYtWqhx48aaMWNGWUcG4EYUUwAeN2nSJG3YsEHffvutfWz16tX64x//KH9/f/vYwoULHQ4z/+lPf5K/v7/q1q2r/fv367XXXlNISIgeeOABZWVlFZn+3XffVcOGDVW3bl0tWLBAnTt3Vr169bR8+XKHPEeOHFFMTIyaN2+uLl266O9//7ssFotiYmJ08uTJ6/puly5dUt26de2vX3/9dXXo0EGdOnXS/fffr8WLF9vfW7x4sRISErR//37FxMSoY8eORb6DJP3yyy/q37+/oqKi1LZtWz399NOy2Wz291977TW1atVKHTp00AMPPKAVK1YUm2/ZsmV66KGH5OPjU+L3KG2ZN/s7e/bZZ7Vy5Ur9+uuvmjdvnvr166c77rijxM9069ZNy5Ytk2EYpc4fQDnh6V22ALxbdHS0UVhYaNxzzz1Gv379DMMwjMLCQiMmJsbIzs42nnjiCYfDylcfZp47d65Ru3Zt4+zZs8b27duN4cOHO8z/6umXLl1q+Pn5GYmJiYZhGMb7779vBAcHG5cuXTIMwzDy8/ONBg0aGM8//7z9ddeuXQ1n/lzqqkP5H374ofGnP/3J4TD83Llz7YefL168aNSvX9/YtWtXsXmvHisoKDBatmxpjB492v676t+/v9GzZ0/DMAzj+++/N6xWq30Ze/fuLfGw/J133mnMmTOn2OU5s8yb+Z1dUVhYaDRo0MCIjY01vv/+e6c+89///teQZJw+fdrp5QAwt4qercUAIFksFk2cOFEDBw7UlClTdPDgQT344INOHb4ePXq0Pv/8cw0YMEAWi0Xr1q0r9TOBgYF68MEHJUmRkZGy2Ww6c+aMatWqpa+++ko//PCDnnrqKUlSxYoVFRcXp40bNzr1XaZPn66EhAQlJyersLBQq1evdvgeTZo0Ua9evXT+/HlVrFhRZ8+e1a5du9SmTRun5v/1119r9+7dWrlypaTLv7tnnnlG7dq107Fjx1SlShXl5eXp3Xff1cCBAxUZGalPP/202PmlpqbKarXe1DKPHz9+U7+zK/Ps2LGjEhMTdddddzn1meDgYEnS6dOnFRoa6vSyAJgXh/IBmEKfPn105513atq0aVq0aJGGDx/u9Gffeecdbd26Va1atVJgYGCp04eEhNj/HRAQIEnKzc2VJJ04cULS5XMcr6hRo4bTWcaPH6+tW7fqwIEDCgkJ0dChQ1VYWChJOnr0qLp27arHHntMO3fu1NatW9W0aVNlZ2c7Pf+UlBRJUs2aNe1jV/6dkpKiOnXqaNeuXdq9e7fuvPNOPfTQQw6nSFytoKBABQUFN7XMm/2dSdLHH3+snj176syZM9q0aVOR91NTU7VgwQKHsSu/19LyAyg/KKYATKFChQqaMGGCEhISFBUVZd8b5owlS5Zo7Nixmj17tvbu3XtTOcLDwyVJZ86csY/dyG2JqlatqoULF+qHH37Qhx9+KEn673//q9zcXPXq1cs+XV5e3nXNNyIiQtLlcz6vuPLviIgI5eTkKDw8XMuWLdOJEyfUunVrde7cWTk5OdecX61atRzOFb2RZd7s7+yzzz5TSEiIHnzwQcXFxRUpoJIUGhpa5AKtzMxMSVJYWJjTywJgbhRTAKYxcOBATZ06VaNGjXL6M9u3b1dmZqamT5+u5557Tv369VNWVtYNZ2jVqpUaNWqkt956S9LlvXGrVq26oXnFxMSoc+fOmjZtmiSpQYMGslgs2r59uyTp559/1oEDBxw+Y7Vadf78eUmXT1P48ssvHd5v0aKFmjdvrkWLFkmSDMPQ4sWL9fDDD+v222/X7t279eSTT8owDPn7+6tdu3bKz8+XxWK5ZsZmzZopOTm5xO9R2jJv5ne2fv16GYah9u3bS7p8EdTmzZv1v//9zz7N3r17NXXqVP3www8On01OTlZYWBiH8YFbiWdPcQXgrQ4ePGhER0cbVqu12Itz+vbta9SsWdM+zYIFC4yIiAjDarUajz76qDF+/HijevXqRmxsrGEYhjFgwABDktGwYUPj3//+d5HpV69ebTRo0MDw9/c3+vbta5w+fdpo1aqVIclo1aqVceTIEcMwDOPIkSNGdHS00axZM6Nbt27GnDlzSryQ58p3keRwEZBhGMbXX39tSDJat25t/Pvf/zbmzZtn3H777UanTp2MYcOGGU2aNDEiIiKMBQsWGIZhGD///LNxzz33GG3btjW6dOlizJs3z+E7GIZhnD592ujbt6/Rtm1b4/777zeGDh1qZGRk2N97/PHHjfvvv9+Ijo42WrRoYaxfv77Y7J988onRoEEDo7Cw0DAMw3j55ZeLLK+0Zd7I72zdunVGt27dDD8/P+Nf//qXffzVV181/Pz8jNatWxurVq0yDOPyvU6ffvppIz093WEew4YNM1588cVilwGg/LEYBvfZAIDfSktLczhHcs2aNRozZoxOnTrlwVTu06dPH3Xp0kWDBw++4Xm483f266+/avz48Zo4caL9tILDhw+rT58+2rlz53Wd9gHA3DiUDwBXGTx4sPbt2yfp8uM6ly5dqp49e3o4lfskJCTou+++06FDh254Hu78naWlpal27dpKT0+3j02bNk2ffvoppRS4xbDHFACu8u6772rx4sUKCgrS+fPn1aJFC82cOVNBQUGejmZa/M4AuALFFAAAAKbAoXwAAACYAsUUAAAApkAxBQAAgClQTAEAAGAKFFMAAACYAsUUAAAApkAxBQAAgClQTAEAAGAKFFMAAACYwv8HWVM9w+ZQauAAAAAASUVORK5CYII=", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_clouds(planet,model_file_read,atmosphere_file_read)" ] }, { "cell_type": "code", "execution_count": 66, "id": "a87cf054", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.contributions import spectral_contribution, plot_spectral_contribution\n", "\n", "spectrum, spectrum_contribution_list_names, spectrum_contribution_list = spectral_contribution(planet, star, model_file_read,atmosphere_file_read, opac, wl,\n", " contribution_species_list = ['H2O'],\n", " bulk_species = True, \n", " cloud_contribution = True, \n", " cloud_total_contribution = True,\n", " )\n", "\n", "fig = plot_spectral_contribution(planet, wl, spectrum, spectrum_contribution_list_names, spectrum_contribution_list,\n", " return_fig = True,\n", " line_width_list = [6,6,2,2],\n", " colour_list = ['black', 'gray', 'cyan', 'orange'])" ] }, { "cell_type": "markdown", "id": "9a696a82", "metadata": {}, "source": [ "Now let's look at the constant refractive index with wavelength" ] }, { "cell_type": "code", "execution_count": 67, "id": "3475f3f3", "metadata": {}, "outputs": [], "source": [ "# Constant refractive indices \n", "r_i_real, r_i_complex = 1, 1e-3 # <---- real refractive index, imaginary refractive index\n", "\n", "cloud_params = ([log_r_m, log_X_Mie, r_i_real, r_i_complex])\n", "\n", "atmosphere_free = make_atmosphere(planet, model_free, P, P_ref, R_p_ref, PT_params, log_X_params, cloud_params)" ] }, { "cell_type": "code", "execution_count": null, "id": "6aadf804", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_clouds(planet, model_free, atmosphere_free)" ] }, { "cell_type": "code", "execution_count": 69, "id": "42a512ec", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.contributions import spectral_contribution, plot_spectral_contribution\n", "\n", "spectrum, spectrum_contribution_list_names, spectrum_contribution_list = spectral_contribution(planet, star, model_free,atmosphere_free, opac, wl,\n", " contribution_species_list = ['H2O'],\n", " bulk_species = True, \n", " cloud_contribution = True, \n", " cloud_total_contribution = True,\n", " )\n", "\n", "fig = plot_spectral_contribution(planet, wl, spectrum, spectrum_contribution_list_names, spectrum_contribution_list,\n", " return_fig = True,\n", " line_width_list = [6,6,2,2],\n", " colour_list = ['black', 'gray', 'cyan', 'orange'])" ] }, { "cell_type": "markdown", "id": "1cc6dad3", "metadata": {}, "source": [ "#### Cloud Dimension\n", "\n", "Mie clouds also support a 1 + 1D prescription for patchy clouds. \n", "\n", "1 + 1D patchy clouds computes two spectra, one clear and one cloudy, and takes a weighted average of the two.\n", "\n", "This prescription works with all the cloud models above, but for simplicity we will utilize Uniform X." ] }, { "cell_type": "code", "execution_count": 70, "id": "e21b9477", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "Cloud parameters (Uniform X Patchy) : ['f_cloud' 'log_r_m_SiO2' 'log_X_SiO2']\n" ] } ], "source": [ "model_name = 'Uniform_X_patchy'\n", "\n", "bulk_species = ['H2', 'He'] # H2 + He comprises the bulk atmosphere\n", "param_species = ['H2O']\n", "aerosol_species = ['SiO2']\n", "\n", "model_uniform_x_patchy = define_model(model_name, bulk_species, param_species,\n", " PT_profile = 'isotherm', X_profile = 'isochem',\n", " cloud_model = 'Mie',cloud_type = 'uniform_X',\n", " aerosol_species = aerosol_species,\n", " cloud_dim = 2, # <---- cloud_dim = 2 specifies you want 1 + 1D patchy clouds\n", " ) \n", "\n", "print()\n", "print(\"Cloud parameters (Uniform X Patchy) : \" + str(model_uniform_x_patchy['cloud_param_names']))" ] }, { "cell_type": "markdown", "id": "aaf1fb20", "metadata": {}, "source": [ "The new parameter here is f_cloud, which describes the fractional coverage of aerosols on the terminator (or, more specifically, the weight used to weight the clear and cloudy spectra)" ] }, { "cell_type": "code", "execution_count": 71, "id": "21611a0d", "metadata": {}, "outputs": [], "source": [ "from POSEIDON.core import make_atmosphere\n", "\n", "T = 1200\n", "log_H2O = -4\n", "\n", "PT_params = np.array([T])\n", "log_X_params = np.array([log_H2O])\n", "\n", "f_cloud = 0.5 # <---- Fractional coverage is 50%\n", "log_r_m_SiO2 = -2\n", "log_X_SiO2 = -12\n", "\n", "cloud_params = ([f_cloud, log_r_m_SiO2, log_X_SiO2])\n", " \n", "atmosphere_uniform_x_patchy = make_atmosphere(planet, model_uniform_x_patchy, P, P_ref, \n", " R_p_ref, PT_params, log_X_params, cloud_params)" ] }, { "cell_type": "code", "execution_count": 72, "id": "026041b8", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "param_name = 'f_cloud'\n", "vary_list = [0.1, 0.25, 0.5, 0.75, 1]\n", "\n", "vary_one_parameter(model_uniform_x_patchy, planet, star, param_name, vary_list,\n", " wl, opac_sio2, P, P_ref, R_p_ref, PT_params, log_X_params, cloud_params)" ] }, { "cell_type": "markdown", "id": "c1b92798", "metadata": {}, "source": [ "### Retrieval Considerations\n", "\n", "All the above cloud models works with atmospheric retrievals. Please see the retrieval-focused tutorials (e.g. [\\\"Atmospheric Retrievals with POSEIDON\\\"](retrieval_basic.html)) to see how to set priors and run retrievals with POSEIDON. For Mie scattering retrieval prior recommendations, please refer to Mullens 2024. " ] } ], "metadata": { "kernelspec": { "display_name": "POSEIDON_python_3.11", "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": 5 }