{ "cells": [ { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "# Analysing and Visualising Retrieval Results\n", "\n", "So you have finally completed your retrievals. Many congratulations to your 🔥CPUs🔥 on their well-deserved rest. Now comes the fun part: casting your results into publication-quality plots!\n", "\n", "Here we continue our adventure into the atmosphere of WASP-999b (please see [\\\"Atmospheric Retrievals with POSEIDON\\\"](retrieval_basic.html) if you have yet to start your journey).\n", "\n", "Onwards to some plotting!" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Post-Retrieval Analysis Setup\n", "\n", "When analysing output from a completed retrieval you don't need to import most of the regular POSEIDON functions we have seen in previous tutorials. But we still need a few common properties, so let's start by loading the star and planet objects for the WASP-999 system." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from POSEIDON.core import create_star, create_planet\n", "from POSEIDON.constants import R_Sun, R_J\n", "\n", "#***** Define stellar properties *****#\n", "\n", "R_s = 1.155*R_Sun # Stellar radius (m)\n", "T_s = 6071.0 # Stellar effective temperature (K)\n", "Met_s = 0.0 # Stellar metallicity [log10(Fe/H_star / Fe/H_solar)]\n", "log_g_s = 4.38 # 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-999b' # Planet name used for plots, output files etc.\n", "\n", "R_p = 1.359*R_J # Planetary radius (m)\n", "g_p = 9.186 # Gravitational field of planet (m/s^2)\n", "T_eq = 1400.0 # Equilibrium temperature (K)\n", "\n", "# Create the planet object\n", "planet = create_planet(planet_name, R_p, gravity = g_p, T_eq = T_eq)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In order to pull the retrieval results to plot, we need to redefine the models used to run the retrievals in the [\\\"Atmospheric Retrievals with POSEIDON\\\"](retrieval_basic.html) tutorial. Here we will access the retrieval model with only $\\rm{H}_2 \\rm{O}$ and the model with $\\rm{H}_2 \\rm{O}$, $\\rm{Na}$, $\\rm{K}$, and $\\rm{TiO}$.\n", "\n", "The output files in the Wasp-999b/retrievals folder are accessed via the `model_name` variable for each retrieval model. " ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Free parameters for model 1: ['R_p_ref' 'T' 'log_H2O']\n", "Free parameters for model 2: ['R_p_ref' 'T' 'log_Na' 'log_K' 'log_TiO' 'log_H2O']\n" ] } ], "source": [ "from POSEIDON.core import define_model\n", "\n", "#***** Define models from completed retrievals *****#\n", "\n", "model_name_1 = 'My_first_retrieval' # First model name\n", "model_name_2 = 'Improved_retrieval' # Second model name\n", "\n", "bulk_species = ['H2', 'He'] # H2 + He comprises the bulk atmosphere\n", "\n", "param_species_1 = ['H2O'] # First model\n", "param_species_2 = ['Na', 'K', 'TiO', 'H2O'] # Second model\n", "\n", "# Create the model objects\n", "model_1 = define_model(model_name_1, bulk_species, param_species_1)\n", "model_2 = define_model(model_name_2, bulk_species, param_species_2)\n", "\n", "# Check the free parameters\n", "print(\"Free parameters for model 1: \" + str(model_1['param_names']))\n", "print(\"Free parameters for model 2: \" + str(model_2['param_names']))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Access Retrieved Spectra" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can now load the retrieved spectra and confidence intervals using the `read_retrieved_spectrum` function for each model and stack them in the same collection. " ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "from POSEIDON.utility import read_retrieved_spectrum, plot_collection\n", "\n", "# Read retrieved spectrum confidence regions for model 1\n", "wl, spec_low2, spec_low1, spec_median, \\\n", "spec_high1, spec_high2 = read_retrieved_spectrum(planet_name, model_name_1)\n", "\n", "# Create composite spectra objects for plotting\n", "spectra_median = plot_collection(spec_median, wl, collection = [])\n", "spectra_low1 = plot_collection(spec_low1, wl, collection = []) \n", "spectra_low2 = plot_collection(spec_low2, wl, collection = []) \n", "spectra_high1 = plot_collection(spec_high1, wl, collection = []) \n", "spectra_high2 = plot_collection(spec_high2, wl, collection = [])\n", "\n", "# Read retrieved spectrum confidence regions for model 2\n", "wl, spec_low2, spec_low1, spec_median, \\\n", "spec_high1, spec_high2 = read_retrieved_spectrum(planet_name, model_name_2)\n", "\n", "# Add to composite spectra objects for plotting\n", "spectra_median = plot_collection(spec_median, wl, collection = spectra_median)\n", "spectra_low1 = plot_collection(spec_low1, wl, collection = spectra_low1) \n", "spectra_low2 = plot_collection(spec_low2, wl, collection = spectra_low2) \n", "spectra_high1 = plot_collection(spec_high1, wl, collection = spectra_high1) \n", "spectra_high2 = plot_collection(spec_high2, wl, collection = spectra_high2)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "### Load Data\n", "\n", "Next, let's load in the observed transmission spectrum of WASP-999b. Note that we don't need to provide the wavelength grid, since `wl` was read from the retrieved spectra." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "from POSEIDON.core import load_data\n", "\n", "# Specify the STIS and WFC3 Hubble data\n", "data_dir = '../../../POSEIDON/reference_data/observations/WASP-999b' \n", "datasets = ['WASP-999b_STIS_G430.dat', \n", " 'WASP-999b_STIS_G750.dat', \n", " 'WASP-999b_WFC3_G141.dat'] \n", "instruments = ['STIS_G430', 'STIS_G750', 'WFC3_G141']\n", "\n", "# Load dataset, pre-load instrument PSF and transmission function\n", "data = load_data(data_dir, datasets, instruments, wl)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Publication Quality Plots with POSEIDON" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Have you ever been running retrievals and thought to yourself, *how do people get their retrieved results to look so stunning in their papers*? Well you've come to the right place!\n", "\n", "One common technique for succinct visual presentation of retrieval results is to combine retrieved spectra and specific posterior histograms in a single composite image. Here's a recent example of one such Figure (produced using POSEIDON) from [Fournier-Tondreau et al. 2024](https://ui.adsabs.harvard.edu/abs/2024MNRAS.528.3354F/abstract):\n", "\n", "\"HAT-P-18b\n", "\n", "We know what you're thinking: *oh no, what horrors of matplotlib gridspec must be conjured to make a plot such as this?* \n", "\n", "Fear not, for you shall now learn one of our closest kept secrets.\n", "\n", "Let the magic begin 🧙‍♂️🪄" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### The Magic of `subplot_mosaic`" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The most versatile and user-friendly function for producing complex plots in matplotlib is `subplot_mosiac`. In this function, you define a figure layout graphically with a set of symbols.\n", "\n", "Let's sketch a figure layout with a retrieved spectrum on top and five histograms underneath. We'll use the symbol 'A' for the spectrum and lower case letters 'a' through 'e' for the 5 histograms (you can use any symbols you like)." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#***** Plotting magic *****#\n", "\n", "import matplotlib.pyplot as plt\n", "\n", "fig_combined = plt.figure(constrained_layout=True, figsize=(12, 7)) \n", "\n", "# This function is the magic. \n", "# Each letter corresponds to one matplotlib axis, which you can then pass to POSEIDON's plotting functions\n", "axd = fig_combined.subplot_mosaic(\n", " \"\"\"\n", " AAAAA\n", " abcde\n", " \"\"\"\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The histograms would look a little too tall in this layout, so let's stretch the retrieved spectrum to use more of the space." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig_combined = plt.figure(constrained_layout=True, figsize=(12, 7)) \n", "\n", "# We'll add two more rows of 'A' to alter the aspect ratio\n", "axd = fig_combined.subplot_mosaic(\n", " \"\"\"\n", " AAAAA\n", " AAAAA\n", " AAAAA\n", " abcde\n", " \"\"\"\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Great, that's a nice aspect ratio!" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plot Retrieved Spectra\n", "\n", "To plot the retrieved spectra in panel 'A', we can now assign this panel to an axis object `ax_spectrum` and pass this axis object into POSEIDON's exist `plot_spectra_retrieved` function. " ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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9eDweAL81C6fLzc0FqDT4jouLQynF999/X6264B+Q5+bmEhUVVa26p9q0aRM9e/YkLi6Opk2bMmvWLNxud5X3IIQQQgghLlwajYaAsIBzftR0lLVly5akpqYya9Ysv8D3+eefJzk5mf79+9eovUsuuYTu3bvzyCOPVJiJWhsWi4XS0lJfP+q6vxcyCZJroa62gDp1ynW5jRs3cvXVVzNw4EA0Go1fkPzTTz/Rvn17TCaTr8zj8fDee+9x2223odVqGTNmDG63m/fee6/C9Vq1akX37t05ePAgHTt25NlnnyU9Pb3W/f/6668BKozknqo84C0PgE+Vn58PwJEjR2pct7x+Xl5ehW/bKqtb7tChQ/zzn//k008/JScnh5deeomnn36aKVOmVHkPQgghhBBC1MaiRYvo3Lkzd955J6mpqfz1r39Fo9HwwQcfAPDxxx/z3Xff8fbbb7N//37fCO+MGTN45ZVX2L9/P4sWLSIzMxOAu+++mxEjRhAYGFjp9b766ivefvttjhw54rcFVHm7U6dO9W0B9b///Y8pU6b4Je49W38bq7reAkoSd9VAeeKuulgMrpRSO3fuVIAaO3asr6xDhw7q4MGDSimlrrjiChUaGupLsPXss8+q2bNn+7Xx+eefq44dO/qef/fddwpQvXv3rvSa+/fvV127dlWA71G+EL+q++K0xF1lZWXq3//+tzKZTKp9+/ZnfD3279+vNBqNSklJ8SsvKSlRERERClBz5sxRSnmTKjRv3lyFhYUps9nsV3/QoEEKUIMGDfKV3X777QpQW7Zs8as7Z84cBSidTudX3qJFC6XT6dThw4f9ykeOHKk0Go3as2dPlfchhBBCCCFEQzlw4IBSSqknn3zSFyuci1dffVX169dPDRo0SKWlpZ1ze41BXcZqMpLcgC6//HLi4uLYvHkzAFlZWdjtdlq1agV4R5pLSkp805E3bdrEoEGD/Np49913ue2223zPe/bsSZs2bfj222/9pnGXa9OmDT/++CNr167ltttuIzw8nB07djBt2jTat2/Pzp07K+3rtm3bfFtAJSYmMnv2bO677z62bdt2xiRmbdq04cEHH2TLli0899xzWCwWcnJyfIkCwJuIALxTYRYuXEhpaSl33303OTk5WCwWXnjhBX755Re/ugBPPfUUUVFRpKamsnv3blwuF59++qkv6depdcu1bt2a5s2b+5Vdd911KKX4+OOPq7wPIYQQQgghGsrixYu59dZb0el0vljhXEycOJGvvvqKDRs2cM0119RBDy8uEiQ3II1GQ0pKCsePH2fXrl1s2rTJL8HVqeuSnU4nO3fupGfPnr7jdrudDz/80C9IBrj11lsBbwBd1XVvuOEG3nnnHXJzc/n444/p3bs3WVlZ3HPPPZWe07dvX7Kzs8nOzqawsJB9+/axcOFCIiMjAe9C//IgOj4+noceesh37sKFC1m8eDGrVq2iRYsWDBgwgI4dO/qmfZyaSGzUqFGsX7+evLw8OnXqRMeOHdmzZw9r1qypULd169Z8++23XH755QwZMoSmTZuyePFi1q5dS1hYWKUJyk5NQlAuISEB8E7FFkIIIYQQorF56aWXWLVqFXPmzGnorvwpSHbrWpg+fTrDhw9n6NCh59zW1VdfzX/+8x82bdrEjh07GDx4sO9YcnIyOp2OjRs3MnDgQLp27eobfQVYt24dZWVl9OnTx6/N8iRU7777Ln//+9/PeH2DwcDw4cO59tprufTSS9m+fTulpaWEhITU6D62b99e5TGNRsPkyZOZPHmyX/lTTz0FQOfOnf3KhwwZwpAhQ/zKtm7dWmndtm3bsmrVKr8yt9tNbm4uf/nLX6rVd1VFBkEhhBBCCCFE45eWlsbatWvrrD0ZSa6FuXPn1kmADPimT2/atKnCHshhYWF0796db775hnXr1lWYav3OO++wbNky3whv+SM3N5devXqxZ88efv75Z1/9I0eOkJiYWGk/DAYD3bt3B8BqtdbJvZ3NTz/9RMuWLbn88surVRdg+PDhZ637yy+/4HK5Kg2Sjx8/XqGsfC+6upi6IoQQQgghhDi/hg4dyty5c+usPQmSG1ibNm1o3rw569evJzg4mPj4eL/jV199NQ6Hg6VLl/oF0MXFxWzYsIFRo0ZV2u6YMWMA/ynXHo+HrKwsfv311wr1lVLs3buXZs2aERsbWxe35teXL7/80q8sMzOTtLQ0pk2b5lf+/PPPs3DhQr8yj8fDihUruPnmm2nZsqWvfPPmzZWmv//Xv/5F8+bNfa/BqQ4ePFgh6/Unn3wCVC8AF0IIIYQQQlzcJEhuBAYOHIjdbq90U/DyMoPB4DfVeM2aNQwYMMC3Jvh0Y8aMQavVsmrVKt9+xuVuv/12vvnmG9+07OPHj5OamsquXbt49tln6+q2fH7//XemT5/u29pp//79jBw5kuuuu457773Xr25mZibz5s3zJeoqLCzknnvuoaysjJdfftmvbnFxMatWrfJNt3Y4HCxZsoSVK1fy7rvv+m2VVS4yMpL77ruPvLw8wPs6rlu3jvvvv9+3kboQQgghhBDiz0uC5Fqoq32Sy5VPo64sSO7Xrx8BAQGkpKSg1XrfrltuucWXMbpTp04Vzlm3bh1XXnkl4A064+Pjeffdd0lKSmLNmjV0796de+65h6ZNmxIdHc0VV1zB0aNH2bBhgy/pF8B9993nG9kuz259/fXX1/j+br/9dux2O+3btycxMZGbb76Z22+/nffffx+dTudXd8iQIXTu3JkhQ4YQFxdHjx49CA8PZ/v27RUScXXo0IGbbrqJJ554gqioKNq0acOXX37J9u3b6devn6/eW2+9RXx8PEePHqVTp07cfffdDB48mLi4OB566CGmT5/O4sWLa3xfQgghhBBCiIZX1/ska5RkLao2s9lMeHg4xcXFZ9z2SAghhBBCCCHE+VOXsZqMJAshhBBCCCGEECdIkCyEEEIIIYQQQpwgQXIt1PWaZCGEEEIIIYQQtVPXa5IlSK6FutwnWQghhBBCCHHx+eqrr3zJYp9//nkACgoKGD9+PBqNhnvvvReLxVLpuUopFi5cyKhRo/jrX//KTTfdxOOPP47dbq+z/n3++ecMHjyY5s2b+3ahAXjvvffo2bMn48ePJz09vc6ud7pTX5/yPY7ffvttoqOjuf/++ykpKal2W3/qfZLz8vIYO3YsrVq1OmvdWbNm0aVLF1JSUnyPqVOnVll/zJgxfnvwCiGEEEIIIURtXXXVVdx+++00b96cadOmARAVFcVTTz0FwIIFCwgODq703EceeYTdu3ezZs0a3njjDT744AMCAgK46aabqnXtlJSUswa4Q4YM4fbbb8dgMHDrrbf6tocdM2YM1113HU899dQ5xUdn68Opr8/06dMxm82kpaXxv//9j2XLlhEaGlrra58rfYNduYZ27drF5MmT6dSpE9VNyP3SSy+RkpJy1nqbNm3is88+Izw8/Bx7KYQQQgghhBC1d/jwYf75z3+SmZnp2wIWvEs+mzRpwpdffkn//v3r7HovvfQSjz/+OP/3f//H/Pnz/Y65XC5GjhxJYmIiAPHx8b4gvy4dPXqURx99lGeffbZRDFxeMCPJMTExpKWl0aNHjzpt1+l08sQTT/i+3amO87Em+cCBA6SkpBAREUFERIRvNLxbt260adOGRx99tMrpGWfy0UcfsWLFihqdY7fbadWqFYsWLarx9c7Vpk2bSElJQaPRVLvf27dvZ+zYsfTr14+UlBTff5955hl27dpVvx1uAA35/gghhBBCNHpKgdN87o9a7px78OBBxo4d63s88MADfsd3797Nhx9+yJNPPklxcTHbt28nPDyc+Ph4v3omk4nWrVvz3Xff1fqlqExoaCgfffQRr776Kh999FGF42PGjOHVV1/l1VdfZfv27XV+/aysLG644QaWLVtW6wC5rtckXzAjyaf/klTHv/71L2bNmoXL5aJLly7MmjWLmJgYvzoLFy7k5ptvJjY2ttrtzp07t973SW7Tpg1btmzxjYRv2bLFd+ybb76hf//+mM1mli9fXqN2P/roI9LT05kwYUK1z9Hr9bRr144mTZrU6Fp14eqrr+bqq69Go9FUq/6yZcuYMWMGq1atYsiQIb7yzZs3c9NNN/H++++zY8eOeuptw2jI90cIIYQQotFzlcD7dTBj9OZiMNQ8BmjdujWrV6/2PU9PT2fdunW+52vWrOHuu+9Gr9ezbt06jEZjtT/7nuovf/kLv/zyCwDZ2dlcddVV6PXecO+zzz6jXbt2VZ7brl073n77bW6//XY6duzoK9fpdOTm5nL33XcTGhpKeno6+/bto1evXnXWh6CgIJRSTJs2jddee81v9Ly6hg4dSp8+fViyZEmNz63MBRMk11TLli2Jjo5mxYoVKKVITU1lwIAB7NixA6PRCEBmZibvv/8+27Zt45133mngHldfnz59uOyyy/joo49qHCTXhk6nuyCyeX/33XdMnjyZN954wy9ABhg4cCALFy5k4cKFDdS7+nOhvD9CCCGEEA1CH+oNcOuinXowc+ZMAD799FM6dOhAs2bNKCoq4vjx436DIHa7nYMHD1YZoH788ce+n1NSUlixYkWNRmavv/56pk6dyqhRoxg2bBgAq1ev5s033+Tnn39Gp9MxYcIE39rluupDeHg469evZ9CgQfz1r3/ljTfeqFWgXJcumOnWNTVhwgQeeOABdDoder2eZ599lj179rB27VpfnUceeYR58+ZhMBgasKe143K5KnzDdPz4ce688046d+5McnIy/fr144MPPvAdHzduHOvXr2fHjh2+6dvr169n0aJFdOnSBY1GwyeffMLNN99M37590Wg0rFy50jft+/TR588//5x+/frRu3dv+vfvz8033+xbnD9z5kxiYmIIDQ0lJSUFq9UKwKhRo4iIiKBnz55kZ2fz/fffM3z4cPr27UtycjK9e/fmww8/rNVr8vzzzxMQEMDYsWMrPX7zzTdXyHq3dOlSOnfuTO/evenUqRMPPfSQbxr777//TkpKCiaTiSeeeIKpU6eSkpJC69ateeWVV7BYLEyePJkBAwZw6aWX+v1uPfbYY7Rv3x6NRsOHH37IkCFD6N69O23btq0wbXzRokX06tWLq6++mj59+jB69Gi/JAe1eX+ysrIYM2YMffr0YeDAgfTq1cv3B7jcf/7zH3r06EHPnj3p1KkTEyZMICcnB4Di4mJfu+PHj2fOnDkMHTqUNm3aMGnSpDP+cRRCCCGEaFQ0Gu8I8Lk+ajG6W10Wi4XS0lL69+9Py5YtSU1NZdasWX65mJ5//nmSk5PrdD3y6f7v//6Pdu3a8fLLLwOQn59PWFgYOp0OgCNHjtTLdWNiYti0aRM7duzgzjvvbPjPmuoC8+abb6oWLVrU6tzw8HD13HPPKaWU2rhxo7r55ptr1G5xcbECVGpqqnr44YfVww8/rNavX1+rvlRXcnKySk5O9it77733lEajUc8++6yvrKysTLVv316NGzdOuVwupZRSP/30kzIajerDDz/01Rs/fnyF9pRSavPmzQpQt9xyi7LZbEoppSZOnKjWrVvn68f48eN99Tds2KD0er369NNPfWWPPfaYSkpKUmazWSml1IsvvqiMRqPKycnx1SkuLlbt2rVTTqdTKaXUvHnz1L333us7vnPnThUUFKS+++47v/4B6s033zzjaxUXF6c6d+58xjqneuqpp1RYWJj67bfffH3r1q2bSk5OVh6Px1evRYsWqnnz5urIkSNKKaU++ugjpdFo1KRJk1RBQYHvXiMjI5XFYvGd9+abbypAjR8/3veerFmzRgF+vzft27dX27Zt8z2fPn26uuKKK5Tb7faV1fT9GTFihLr11lt9z3/++Wel1Wp9z1euXKl0Op364osvlFJK2e12df3116v27dv73UNycrKKiIhQ27dvV0opdfToUWUwGNQ777xT7ddZCCGEEOLP6Msvv1SDBg1SsbGxvhgkPz9f3XnnnQpQEydOVKWlpUoppd5//33ldrvV/v37lVJKeTwetWzZMnX77berSZMmqbvuuks9/fTTyuFwVOvaycnJ6tChQ2es89lnn6lBgwapG2+8UX3//fe+crPZrDp27KgOHTqkioqK1JAhQ9RNN92kpk6dqrp06aIGDRqk9u7de859OPX1eeaZZ5RS3tena9euatCgQWrt2rVnvcb69et9cVlqaqoCVHFx8VnPO5uLNkh+5JFH/J6XlpYqjUajVq1apZRS6tFHH1U9evTwBaGXXnqpCggIUMnJyRXOLVceJNfFC19dycnJKjw8XCUnJ6t+/fqpyMhI1aZNG7Vlyxa/ev/6178UoH7//Xe/8mHDhqlevXr5np8tSN6wYUOV/Tg1COvfv7/q06ePX53jx48rQC1btkwppVRBQYEymUxq/vz5vjovv/yymjlzpt85RUVFfu307t1bTZ8+3a+sOkGyXq9XV1111RnrlCstLVWBgYF+AbpS3i8gAPXZZ5/5ylq0aKEmTJjge15SUqIANWvWLF/ZL7/8ogC1Y8cOX1l5kHz6H5HLLrvMr5/79u3zO753714F+JXX9P0p/wN2asD7+eef+35u3ry5Gjp0qF8b3333nQLU8uXL/do9/felc+fOasqUKZX2QwghhBBC1Myrr76q+vXrpwYNGqTS0tIaujsXrLqM1S6aNcmLFy9m27ZtrFq1CsA3xfXaa68FYN68eSQlJXH99dcD+Db0LrdixQpmzZrllyCrsejSpYuvX7t27aJ///68/PLLJCcn++r88MMPANxzzz1+07Dz8vJ80yOqo7rrFn744QffVOpTtWjRwrcZeWRkpC8b3rRp09Bqtbz++ut+iQqUUsyePZvvvvsOrVaLVqtlz549tG/fvtp9LhcdHU1paWm16v72229YrdYK1+nQoYPv/k5d19y0aVPfzyEhIRXKyvdxKyoqqnCt1q1b+z1v164dGzdu9D0/duwYTzzxBFlZWRiNRmw2m6+8bdu2fudW9/2ZP38+d9xxBwkJCVx//fXcdNNN/OUvfwEgNzeXI0eOMHLkyCrv/Z577vGVN2vWzK9eeHh4pfcphBBCCCFqbuLEiUycOLGhuyFOccEEyVarlWHDhpGdnU12djYpKSmMHj2ayZMnA9758Xv37vXVf/rpp5k/fz7z58/HZrMRFxfHhg0bKt2U+oYbbuDAgQO+didPnszo0aPP273VxGWXXcbMmTN5+OGH+eKLLxgwYIDf8f/+979ERUXVuv3qBtQajYZevXr5Lc6vzP3338/KlStZv349YWFhtGrViqSkJN/xYcOGYbPZ2LJlC3FxcYB3kb+qRYr9q666ik8//RS73U5AQMAZ61bVflXllb0ulZXVtN8//vgjgwcP5pFHHuH9999Hq9WSnp5Oq1atKm2ruu/P0KFDOXr0KP/73/947733uP3227n00kv56quvatzH06+p0Whq9f4IIYQQQghxIbhgEncFBgayZcsW9u7d6wuqygNk8I4M//zzz77n48aNY8uWLWzZsoVvv/2Wjz/+mEsvvbTSttetW+fX7tkC5POxT/KZ3HfffSQlJfGPf/zDV1a+f/Tp+wB/+eWXfgmbTs0U53K5arXXMkD37t3ZvXt3hWBpzpw5fqPxvXr1omvXrixbtoxly5Zx//33+44VFBTw888/c+211/oCZACHw1GrPj3++OM4HA7ee++9So9Pnz6ddu3a4Xa7ueyyywgMDPT7YgXwPa/L/bgPHjzo93zfvn1cfvnlAGzduhWXy8W4ceN8701t7/9Ub731FjqdjhtvvJFVq1bx7bffsnPnTj777DPi4uJo0aJFhXvfs2cPULf3LoQQQgghRH2r632SL5gguTGZO3cuQ4cObbDrm0wmnnzySbZu3cqmTZsAuPXWW+nYsSOzZs3yBb6FhYVMmTLFb6+zhIQE8vLyAHj//ff561//Wqs+zJo1i8OHD/PKK6/4yjZs2MC//vUvunTp4lf3/vvv59NPP2Xnzp0MHjzYVx4VFUWzZs3YvHmzL/v1nj17ar2PcY8ePXjttdd49NFH2bBhg69cKcU777zDsmXLePXVV9HpdAQFBfHkk0+yatUqX3BoNpt57rnnSE5OZtCgQbXqQ2UWLVqEx+MB4IMPPmDXrl38/e9/B6Bz584AfPLJJ7765UsGzsU//vEPv2zbLpcLnU7nm14+e/ZsNmzYwBdffAGA0+lk9uzZtG/fnnHjxp3z9YUQQgghhDhfhg4dWmEXm3Nyzqua/0TOZ+Ku/fv3+5J2lSfuOjWZlN1uV82aNVNJSUkqOTlZuVwulZOTo+666y7Vtm1bNWDAAHXVVVepf//7337tHjp0SHXr1k316dNH9ezZU/3www/q9ddfV507d1aA6tWrl5o8ebKvflFRka8fTZo0Uddee63v2MaNG9VVV12lLrvsMjVw4EA1YsSISjPdlZaWqrCwMPX8889XOPbTTz+p/v37q5YtW6rhw4er+++/X3Xu3Fk1adJEjRkzRm3cuFElJycrQF166aXqiSeeOOtr9+OPP6oxY8ao3r17q+TkZNW7d281btw4tXPnzgp1X375ZXXFFVeonj17qg4dOqgHHnhAlZSUKKWUysjIUMnJySogIEC1aNFCTZs2Te3evduvPwsWLFAbN25UvXr1UoDq3Lmzev3115VSJxN3bdiwQQ0bNkx169ZNtWnTRr3xxht+fVi0aJFq1aqV6tatmxoxYoT6+9//7mvrzTffrNX7s3jxYtWzZ0/Vv39/lZKSovr06eOX5VwppVavXq26deumevTooTp27KjuvPNOlZ2drZRSyuVy+bV7xx13KKWUuvbaa31lY8aMOet7IYQQQgghxPlQl7GaRilZXFhdZrOZ8PBwUlNTGT58eIOOJovGb8WKFdx1112yflcIIYQQQoh6lJaWxtq1a1myZAnFxcWEhYWdU3sy3boWGnq6tRBCCCGEEKJ6HA4Hy5cvr3Xel3M9X9S/up5uLUGyEPXgscceY/78+YA3W/fWrVsbuEdCCCGEEH9OTqeT5cuX43Q6G+R8ceG5YLaAEuJC8txzz/Hcc881dDeEEEIIIUQDWbduHStXriQmJgaz2UxhYSHz58+noKCAxx9/nFatWpGTk8PXX3/NyJEjAe+uKC+++CKzZs3il19+YcqUKUyfPp3s7GweffRRgoODAThw4AAjR4702+3nVHv27OGZZ54BICgoiKNHj9K2bVumT59OfHy8r96hQ4e44oorWLx4MRMmTADgu+++49lnn6Vt27ZkZWXhcDh4/fXXCQkJAeC9997j3XffJTY2Fo1Gw9KlSzEYDPX1MjaMc17V/CdSvhg8NTVVrV+/vqG7I4QQQgghhDiDjIwMde/D96qgZkHq3ofvVRkZGeflfJvNpuLi4pTFYvGVTZs2Tb3//vvq66+/VqtXr1ZKKbV582YVHR3tq/Pggw8qpbwJYLt16+Yrv+uuu9Rbb73le7579251ww03VHrtffv2qcTERLVr1y5fmdVqVd26dVObN2/2lbndbjV69Gh12WWXqTfffNNXvnbtWrVx40bf8/79+6vFixcrpZTKzMxUCQkJvkS39957r3rxxRer9ZrUp/Xr16vU1NQ6S9wl061rQdYkCyGEEEII0bhlZmbSNaUrrzd/nbKPy3i9+et0TenKsWPH6v18m81GSUmJX91Zs2Zx3XXX0bdvX8aMGVPpeYsWLaq0vLi4mMOHD/ued+zYkTfeeKPSunPnzmX48OF06tTJV2YymXjttddo166dr2zBggWMGzeO6Ohov/NvuOEGrr76agBKS0s5fvw4l112GQCrV6+mb9++vlHlG264gZUrV1b5OpwvsiZZCCGEEEIIIargcDiwWCzMWTCHgtQC3FPc0AXcU9wUTCpgzoI5WCwWLBZLhWRc5efW9vxy4eHhPP7443Tp0oVRo0bxr3/9C4fDQVBQUK3u6YknnmDp0qV07dqVp556il9//ZXY2NhK637//fd07NixQnnXrl1JTEwE4Ndff+XAgQPceOONVV7zqaeeonfv3tx3332kpKQAkJ6e7jddu0mTJhw6dKhW99SYSZAshBBCCCGEuGisWLGC5ORk/r3m37hT3H7H3APdvLXmLZKTk0lOTmbFihWVnlvb8081c+ZM9u3bx+DBg1m9ejUtWrRg8+bNtbqnHj16kJ6ezuzZs8nMzKR///5VrkdWp20/mpuby3333ce1117LokWLcDgcTJ8+/az5c2bOnMmPP/7IunXrWLZsWaVtX6wkSK6F6dOnk5aW1tDdEEIIIYQQQpxmwoQJbN26lTtG34Fui87vmG6zjjtH38nWrVvZunWrL1nV6efW9vxT/fzzzyQmJjJp0iQ+//xzUlNTWbhwYa3uaefOnRgMBoYPH87y5cv5/vvvWbJkCQUFBRXq9u7dm927d/uex8bG8sorrxAfH8/Ro0f5/vvvAXj88ce577772LdvHytXruTRRx8FvFO7ywUEBDBq1Cj+85//ANCqVSuys7N9x48fP07Lli1rdU91KS0tjenTp9dZexIk14KsSRZCCCGEEKJxMhqNBAcHM2PqDKKWRKFbqIMdoFuoI2ppFDOmziA4OJjg4GCMRmOl59b2/FONHz8ej8fjV9asWbNa3dPChQv54Ycf/MrCwsIIDw+vUPfJJ59k7dq1foEyeNdJA1x11VWsXbuWV155hVdeeYV27doxfvx4XnjhBQAeeugh9u3b5ztv9+7dtGnTBoAxY8awbds2SktLAW8G7zvvvLNW91SX6npNsmwBJYQQQgghhLjoJCUlsWPrDuYsmMNbI97iztF3MmPrDN+63Po+v3fv3tx0000kJSVRWlqKw+Fg8eLFvuN79uxh0aJFWCwWHnvsMd/056+++oq3336bI0eOMHfuXKZPn86wYcP4+9//ziWXXIJSisOHD7NmzRp0Ol2F67Zt25YNGzbw9NNPo9frCQ0NJTc3l5iYGO655x5fPavVyrRp09i/fz9vv/02brebu+++m2uvvZaHHnqIDh06UFRUhNVq5eWXX/a9Ji+88AK33Xabb030Aw88UK3X40KiUX+WieV1wGw2Ex4eTnFxMWFhYQ3dHSGEEEIIIcRZWCwWkpOT2bp1q2+f4fN5vjg/6jJWk+nWtSBrkoUQQgghhBCicajrNckyklwDMpIshBBCCCHEhcXhcLBixQomTJhwxjXE9XW+OD/qMlaTILkGJEgWQgghhBBCiMZHplsLIYQQQgghhBD1QILkWpA1yUIIIYQQQgjROMia5AYk062FEEIIIYS4sMia5D8HmW4thBBCCCGEENXgdDpZvnw5TqezQc4XFx59Q3dACCGEEEIIIS4269atY+XKlcTExGA2myksLGT+/PkUFBTw+OOP06pVK3Jycvj6668ZOXIkAAcPHuTFF19k1qxZ/PLLL0yZMoXp06eTnZ3No48+6tun+cCBA4wcOZLJkydXeu09e/bwzDPPABAUFMTRo0dp27Yt06dPJz4+nkGDBrF7925ffavVyuTJk3nmmWdIT0/nsssuIyQkxHf8q6++ok2bNgC89957vPvuu8TGxqLRaFi6dCkGg6FeXsMGo0S1FRcXK0Clpqaq9evXN3R3hBBCCCGEEGeQkZGh7n34YRXUrJm69+GHVUZGxnk532azqbi4OGWxWHxl06ZNU++//776+uuv1erVq5VSSm3evFlFR0f76jz44INKKaXefPNN1a1bN1/5XXfdpd566y3f8927d6sbbrih0mvv27dPJSYmql27dvnKrFar6tatm9q8ebPfdcqNGzdO7d69Wyml1KFDh9TMmTMrbTszM1MlJCSokpISpZRS9957r3rxxRfP+FqcD+vXr1epqakKUMXFxefcnky3roW5c+cydOjQhu6GEEIIIYQQogqZmZl0TUnh9ebNKfv4Y15v3pyuKSkcO3as3s+32WyUlJT41Z01axbXXXcdffv2ZcyYMZWet2jRokrLi4uLOXz4sO95x44deeONNyqtO3fuXIYPH06nTp18ZSaTiddee4127dpVuM7x48cpKCigY8eOvrIvv/ySRx55hNTUVNasWeMrX716NX379vWNMt9www2sXLmyytfhfBk6dChz586ts/ZkurUQQgghhBDiouFwOHA6ncxZsICC1FTcU6YA4O7ShQKlmLNgAS/Mng2AwWDwS8ZVfi5Qq/PLhYeH8/jjj9OlSxeuueYarr/+em666SYiIiJqdU9PPPEEI0aM4IMPPuDGG29k1KhRXH755ZXW/f7777n33nsrlHft2rXS+q+++ioTJ0706/s999zD2LFjsdlsDBgwAKUUN998M+np6cTHx/vqNmnShEOHDtXqnhozGUkWQgghhBBCXDRWrFhBcnIy/16zBndKit8x98CBvLVmDcnJySQnJ7NixYpKz63t+aeaOXMm+/btY/DgwaxevZoWLVqwefPmWt1Tjx49SE9PZ/bs2WRmZtK/f/8q1yOr0zYvys3N5b777uPaa6+tMFLtdDpZv349w4cP95VFRkYyduxYwDsCPXbsWP79739X2vbFSoLkWpB9koUQQgghhGicJkyYwNatW7lj9Gh0W7b4HdNt3sydo0ezdetWtm7dyoQJEyo9t7bnn+rnn38mMTGRSZMm8fnnn5OamsrChQtrdU87d+7EYDAwfPhwli9fzvfff8+SJUsoKCioULd3795+SbliY2N55ZVXiI+P5+jRo351P/jgA0aMGIFOp/OVpaenY7Vafc+NRqPveatWrcjOzvYdO378OC1btqzVPdWlut4nWYLkWpA1yUIIIYQQQjRORqOR4OBgZkydStSSJegWLoQdO9AtXEjU0qXMmDqV4OBggoODK0yVLj+3tuefavz48Xg8Hr+yZs2a1eqeFi5cyA8//OBXFhYWRnh4eIW6Tz75JGvXrvULlMG7Tvp0r7/+On/729/8ylasWMHGjRt9zzds2MDgwYMBGDNmDNu2baO0tBTwZvC+8847a3VPdelPvyY5Ly+PyZMn89133511/vusWbP46KOP/Ob+d+vWjQULFgDe6QIrVqxgxYoV6HQ6CgsL6dWrF/Pnz6/1egEhhBBCCCFEw0tKSmLH1q3MWbCAt0aM4M7Ro5mxdSuJiYnn5fzevXtz0003kZSURGlpKQ6Hg8WLF/uO79mzh0WLFmGxWHjsscd47rnnAO92S2+//TZHjhxh7ty5TJ8+nWHDhvH3v/+dSy65BKUUhw8fZs2aNX4jwOXatm3Lhg0bePrpp9Hr9YSGhpKbm0tMTAz33HOPr97PP/9MixYtiI6O9ju/f//+PPfcc2zYsIGCggJatmzJww8/7HtNXnjhBW677TZiY2MBeOCBB6r1elxINKqaE8u/+eYbvv76a9q3b88NN9wAeIfiv/32W5o1a0a/fv3qtaMAu3btYvLkyXTq1IlPPvmE9PT0M9afNWsWKSkppJy2lqBcaWkp8fHx/PTTT7Rr146ysjKuvvpqmjZt6pfFrZzZbCY8PJzi4mLCwsLq4I6EEEIIIYQQ9clisZCcnMzWrVt9+wyfz/PF+VGXsVq1plsvWbKE2267je+//5558+bRr18/8vLyaNmyJT179mTAgAHn1InqiomJIS0tjR49etRJewaDgVmzZvlSoQcFBTFu3Dg+/fTTMy5KlzXJQgghhBBCXBgMBgMTJ07EYDA0yPmi/tX1muRqjSSPHz+e5cuXExAQAMCOHTt47rnneOmll1BKkZCQUGG+fX1asWIFs2bNqtZI8h9//MHRo0dxuVx06dKFWbNmERMTU+U5zz77LMuWLau0bRlJFkIIIYQQQojG57yPJF9xxRW+ABmgS5cuvPHGGyxbtozDhw+j0WjOqRP1pXyke+PGjWzZsgWn08mAAQNwOByV1ldKsWbNGh577LHz3FMhhBBCCCGEEI1BtRJ3NW3alEWLFvHCCy/wySefcMUVV2AymZg5cyavvvpqow2ST0/J/uyzzxIZGcnatWu56aabKtR/6aWXaN68Offff/8Z250+fbovk93QoUMl07UQQgghhBBCnGdpaWm+ZbBVDYTWRrWC5DFjxnDw4EFatmxJhw4d/I7de++9XHbZZXXWofoUERFBeHg4Bw8erHBs9erVbNq0iffff/+sQf/cuXNlurUQQgghhBBCNKBTByzNZjNLliypk3arvU9y69atGTFiRKUL1s9HZuvamDp1qt9zi8WC2WyusD/Ze++9x7///W/WrFmDyWRi//792O3289lVIYQQQgghRD1wOBwsX7681iON53q+uPBUO0g+E6fTyb59+/juu+/YsWMHx44dw+1210XTNbJ48WJuvfVW3/MPP/yQ9evX+57PmzePpKQkrr/+el/Ze++9x9KlS1mxYgVOp5PS0lKeeuopsrKyzmvfhRBCCCGEEHXP6XSyfPlynE7neTv/gQceQKPRMHHiRF+C47vvvptHH33UV+fBBx+kW7dufPnll0yePBmNRsNtt93G5MmTfY9Tl4+++eabjBw5krvvvpu77rqLkSNH8v/+3/8D4MCBA9x0001MmzaNe+65hxtuuOGM8cwnn3zC6NGjmTBhAvfccw9Dhgxh9uzZvuNKKf71r38RGxvLunXrKm3ju+++Q6/Xs2XLFr/yL7/8kssvv9zvXi84qpYyMjLUU089pa688kplMBhUQECASkhIULGxsb7nffr0Uc8995wqLi6u7WX8lJWVqeTkZHXppZeqgIAAlZycrBYvXuw7/uijj6ouXbr4nr/99tsqOTlZJScnq169eqnhw4ervXv3+o5nZWUpnU6ngAqPQ4cOVbh+cXGxAlRqaqpav359ndyTEEIIIYQQon5kZGSohx9+WDVr1kw9/PDDKiMj47yd36JFC7Vx40bf88svv1x16NDB93z9+vXq/fff9z0H1K+//urXxjvvvKOUUur5559X1157rbLZbL5jH3zwgUpOTlZKKbV9+3ZfXaWUuuOOO9TUqVMr7dfq1atV165dVWFhoa/s4MGDKjQ01Pf83XffVevWrVMtWrRQa9eurdCGxWJRI0aMUAkJCWrz5s2+8p07d6oXX3xRjRs3rsrr14f169er1NRUBdRJ7FnjINlqtaqHHnpIde/eXc2ZM0dt3bpVlZSUVKiXn5+vPv30U/Xkk0+qLl26qBdeeEG5XK5z7nBDKg+S6yroF0IIIYQQQtSPjIwM1aZNG7Vw4UL1888/q4ULF6o2bdqozMzM83L+fffd5wsUd+7cqebPn68CAwN9g3HTpk1TRUVFvvqnBsmHDh1SM2fOVEp5BwpDQkLUN998U+Eaa9asqVDmcDjUVVddpVauXFlpv1q1aqVWrVpVoXzdunUVyqoKkh988EG1fft21aJFC78gudz48ePPa5CsVN3GajWabn3s2DFuueUWBg8ezPbt2/n73//OgAEDCAkJqVA3KiqKYcOGMXfuXLZv3050dDRjx46lpKTk3Ia+hRBCCCGEEKIKDocDi8XCggULSE1NZcqUKXTp0oUpU6YwadIkFixYgMViwWKxVFhnXH5ubc8/1bBhw/jf//4HwP/+9z9GjhxJSkoKn376KQDFxcWEh4f7nTNt2jTGjh3LAw884CvbtWsXpaWldOzYscI1Tt+xZ+nSpfTq1YvevXtz5513Vqifm5vLoUOHKm3r1CWpZ5KWlkZkZCTdu3evVv0LUY2C5Jdeeom33nqLG264oUYX0ev1TJgwgQULFvDPf/6zRucKIYQQQgghRHWtWLGC5ORk1qxZQ0pKit+xgQMHsmbNGpKTk0lOTmbFihWVnlvb8081aNAg/vjjD44cOcK+ffto164d1113HZ9++inp6em0bt26wjnPP/88q1ev5vXXX6/0+NlMmjSJH374gePHj/P4449XOK6UqlD29ddfc99999GvXz+++uqrM7ZfWFjIkiVL+L//+78a9+1CUqMg+bnnniMiIqLWF2vevPlF8YJOnz7dtx+XEEIIIYQQovGYMGECW7duZfTo0RWSSm3evJnRo0ezdetWtm7d6pcY69Rza3v+qYKDg+nfvz/vvfeeb/vYYcOGsXnzZv773/8ybNiwKs9t0qSJbyT4sssuIzg4mN9++82vjsvlYufOnQCUlpb6EidrtVrGjBnDf/7znwrtxsXF0apVK3bv3u0r69evH6+88gqZmZkUFRVV2SeAzz//HIPBwAMPPMB9991Hfn4+L774IvPmzTvjefUtLS2N6dOn11l71donWfiTfZKFEEIIIYRonIxGI0ajkalTp5KSkoJSioEDB7J582aWLl3K1q1bCQ4OPuO5QK3OP92wYcN4+umneeuttwC45JJLSEpK4q233uLhhx+uVhuBgYHMnj2bOXPm8NFHH/m25F22bBm7du3i1Vdf5YUXXqBv375cc801AOzevZs2bdpU2t78+fOZN28ew4YN8w2AulwuXC7XWftyyy23cMstt/ier1+/nkceeaTCiPv5NnToUPr06VNn+yRLkCyEEEIIIYS46CQlJbF161YWLFjAiBEjfCPAiYmJ5+V88AbJTz75JAMHDvQrs1gsvucul4spU6YA3sG4iRMnVgg6H3nkEZo1a8b48eOJjIzEYrEQExPD4sWLAejfvz/PP/88n376KXa7nWPHjvHqq69W2qdbbrmFoKAg7r77bsLDwzGZTBw9epR7772Xfv36AbBnzx6WLFlCQUEBr7zyChkZGdx3332+NjIzM5k3bx4FBQUsWrSIoqIibrzxRt+9fPfdd5hMJqZOncqCBQuq/Xo1FhpV2cR0USmz2Ux4eDjFxcUykiyEEEIIIcQFwGKxkJycXKMR4Lo8X5wfdRmr1WhNsvCSNcmi0XGWNnQPhBBCCCGEaBB1vSa5XoJkt9vNr7/+CsCPP/5YH5doUHPnzmXo0KEN3Q0hTrJlg8fd0L0QQgghhGh0DAYDEydO9K3lPd/ni/o3dOhQ5s6dW2ft1dtI8jPPPEN2dnadLZ4WQpyBxwH2nIbuhRBCCCFEo2M0Gpk4caIvIdf5Pl9ceOo8SN61axcrV66kb9++jBw5kn79+p1x/zAhRB3wuMCWA8rT0D0RQgghhBDiglbnQXJ8fDxdunQhISGBVq1a0bJlS6644oq6vkyDkjXJotFRblAusOc3dE+EEEIIIYQ4r+p6TXK9ZLe22+3ceuutvPvuu9x6663897//retLNAjJbi0aJaWg8Cfvz1ojhF8GGk3D9kkIIYQQQojzqNFntw4ICODNN9/EZDLx5ptv1sclhBDl1Ckbv3sc4ChsuL4IIYQQQghxgau3xF3h4eEARERE1NclhBDgnWp9Klt2w/RDCCGEEEKIi0Ctg+SCgoIzHv/yyy9r23SjJ2uSRaPicfk/d1vBUdwwfRFCCCGEEOI8a/A1yWVlZQwcOJAffviBfv368f/+3/8jMjKyQr1t27bxww8/8OCDD9ZZZxuarEkWjZKjGEoP+JcZIiD0kgbpjhBCCCGEEOdbg65JfuaZZ7BarYwaNYrdu3fz17/+tdJ6ffv2xeFwnFPnhBDVoFwVyzzy/54QQgghhKhjLmv9tNvItjHV1/SEL774gm+++Ybg4GDy8vIYM2YM+/fvZ9OmTSxbtgy73U5YWBgBAQEUFRXx6KOP1ke/hRDllBtK0yGk5SlllQTOQgghhBBCnAtnMehMdb+TirMYjBVnJzeUGgfJCQkJBAcHAxATE8Nrr73GXXfdxbFjx7jyyivZuXMn27dvR6vVsnz58jrvcGMwffp0hg8fztChQxu6K0J4g+SiXyEgGgyh3rLT1ykLIYQQQghxrtxl3hmLuoC6bddRDPow0OrOcG2bN0CvRFpaGmvXrq2z7tQ4SC4PkMu1bt0ap9PJzz//TEhICADFxcXo9foKdS8Wc+fOlTXJovHwuMBVBoU7IK5/eaF32oqm3hLYCyGEEEKIPxtXGXjsdR8ku63ehzak6jqOQghMqPTQ0KFD6dOnD0uWLKmT7tT4E7THU3G++LBhw3wBMni3f7pYA2QhGh3l9v6xMv8OrtKT5TKaLIQQQggh6ornxGdOdz3kvnHbvEFyVZQHHEV1f90q1Hgkec2aNej1eoYNG8bgwYOJiIggIKCOv0kQQlSfcnmnvSg3FOyAuKtOlmNsyJ4JIYQQQoiLhbvM+9+6ThDrdgCek+1XWsfmfZwnNR5JNhgMfPXVV9xyyy3ExsbSr18/PvvsM9LS0jCbzX51H3vssTrraGMi+ySLRsVl9QbIAOa94LJ4f5bkXUIIIYQQoq64ysBp9o4m16XyEeQzZc52leENpCsP0Ot6n+QajyRfd911vPvuu2RmZrJ582a2bNnC5s2bGTZsGFqtlk6dOnHVVVfRt29fvvjiizrraGMia5JFo3LqFGvl9q5Nju0n062FEEIIIUTdcZd5d1QxxddxuzbvVG7OECT7RrFtoKs4U7Ku1yTXOEh+5JFHAEhKSuL222/n9ttvB+DIkSNs2rSJLVu28Mknn7Bs2TI0dZ0aXAhR0elTU4r3QmRXGUkWQgghhBB1x1UGtuPgKKjbdt1WKDvq3c7UXUVSMFcZuGze44a6vXxlajzdunv37pWWN2/enAkTJrBixQrS09PZt28fl1566Tl3sDGS6daiUSmfXl1OuaDoFxlJFkIIIYQQdUN5vNOs7blgLwCl6q5ttw0sh71TqatK3uW2giW9ynXJdT3dut72h2nTpg2dO3eur+Yb1Ny5c2WPZNE4KA9kpXn/YJ3Kli0jyUIIIYQQom64reAqQ9nNJ9Yl12HyLrfVOzrtyK88SHbbvEsKSw5UGSQPHTqUuXPn1lmX6nUT1dmzZ9dn80II5YbsDZD7tf83ei6bBMlCCCGEEKJuuMrAmo3LUuDNh1NXQbL7xA4tjkKwVxEku8rAUQyOvLpPGlaFeg2S27ZtW6ft5eXlMXbsWFq1anXWurNmzaJLly6kpKT4HlOnTq1Qb+nSpXTt2pW+ffty3XXXcfTo0TrtsxD1yuMCZ4l3JNmSfrLcbZPp1kIIIYQQom64yyBnK/rcT3HbiuswSLaCqwS30w72vBNZrCu5tiPPux7ZUVy3U72rUKPEXbfddhsdO3bktttuo3Xr1vXVp0rt2rWLyZMn06lTJ1Q1X5iXXnqJlJSUKo9/+OGHzJkzh19//ZWYmBhmz57NiBEj+OGHH9Bqq/7+YPr06QwfPlymXIuGp9zeb/NC20HBDxDcAjTaExu9n59v2oQQQgghxEXOVYYq+hWNsuEpy0FXV58z3TawF+C2udHa89B47N7lhJpTYjFXGdjzUEqhcRZ5z9EH+jWTlpbG2rVr66ZP1HAk+Z133uGqq65i3rx5XHfddSxZsoS8vLw668yZxMTEkJaWRo8ePeqszRdeeIHbb7+dmJgYAB588EF27tzJxo0bz3ierEkWjYbH6U3cFdHZ+welZP/JY6duDSWEEEIIIURtKAVuK6rkD+9zS2bdjiTnb0db9C2esnzvVlCnT7l2WyHve9wlWeAoqnTKdYOuSdZoNKSkpPDaa6/x0UcfkZCQQGpqKjfddBOrVq3Caj3D3lbnKD4+noCAStKBn8G//vUvUlJSuOqqq5g8ebJfQO9wONi+fTtXXHGFrywiIoIWLVrw9ddf11m/hahXjkLAA/ogiOoGhT+enGbtKmnQrgkhhBBCiIuA2wqOQjT24yh0YMsBVx3FfW4bFPyAzn4Qj8Pp/Wx7attuBygXKmczlOyD8pHkelbrNclGo5FRo0bx3nvv8cYbb2CxWLj55psZP34869evx+Px1GU/a6xly5b07NmTjRs3smXLFpxOJwMGDMDh8H7rkZeXh8vlIioqyu+8qKgosrKyGqLLQtScLRfQgsYAIZeANgDMe7zHXNYTG7MLIYQQQghRS64yKNwBSuHWNfHmw3Hk103bHhvKcgSNcuBxlFTMcO0+kbTLloPGWez9+TwEyTVak1yV8PBw/va3v/G3v/2NjIwM3n33XV544QU6derEuHHj6NmzZ11cpkYmTJjg9/zZZ58lMjKStWvXctNNN/nKNRpNhXMrKzvV9OnTMRqNgHdoX6ZeiwbjyANdIJT/zkb1gJytEHYpeMozXOsatItCCCGEEOIC5i5DFfyERx+N0xGIQV/i3bJJqZOfQWvVrsO7dNB2HIXGO/hzeoZrVxmY96Lx2NFozHhshWhPmW6dlpZGWloagG8wtC7USZB8qqZNm/LYY4/x2GOPsWvXLt5++22efPJJ+vfvz7hx4+o843V1RUREEB4ezsGDBwGIjY1Fr9dTUFDgV6+goID4+PgztjV37lzCwsLqra9CVJs9D3SnLEMIagbGCCj6FZqknAiSa7ZMQQghhBBCCB9XGaroN9y6aBw20BuKT+yV7ASdsfbtemxQdhyNy4xLl4jGmY+y56HxG0m2QuEOlDYYrceCs+w42lMyYJ86YGk2m1myZEnt+3OKet0C6rLLLmP+/Pls3LiRgQMH8vzzz3PrrbfW5yV9Tt/uyWKxYDabadasGQAGg4EePXrwyy+/+OoUFxdz+PBh+vXrd176KMQ5sxd4p1iX02ggvBNYDnv3SpZtoIQQQgghxLlwlYHlMG5NDHabCY279MQ2UOeY4dplBfMvKE0ANnccWncBHkuud5DHfWJU2O0dSXbr4/FoTGhsBd51y/W8pLBeg+RTJScns3z5clatWlUv7S9evNgvAP/www9Zv3697/m8efNISkri+uuv95U9+uijvP322+Tn5/vauOKKKxg0aFC99FGIOmc7XvEbPH2w91s3t/XESLIQQgghhBC14LZB2VE0rkLKrOFkHGyGVlnwWOtgr2SPDYr34NFFYrOEoHUV4LGXeUep3VbvYI/HgSo9jFsbhVuFoBxF3nXJnvpdl1zn063ri9VqZdiwYWRnZ5OdnU1KSgqjR49m8uTJABw5coS9e/f66j/99NPMnz+f+fPnY7PZiIuLY8OGDYSGhvrqjBo1iuzsbIYMGYLJZCIiIoKPP/74jHskg+yTLBoRex5oTf5lusATG7OXyUiyEEIIIYSoPVcZKu87lDaEvZuj2PZeAld2/3+4rMerHyRXtXbZ5d1WyqMNx1YWiCbYgcdRenJdskbjTRJmP44nsAMu53GMzuKTGa71wb6m6nqf5HoLkvPz8ykoKKizNciBgYFs2bKlyuPPP/+83/Nx48Yxbty4s7Y7adIkJk2aVKO+yJpk0WicviYZvEEyyvsHREaShRBCCCFEbbksePJ/QumiSf85lLJiEy53AFgzwV3N6db2PG9QG9zMv9xjQ1mO4tYk4nTocHtCvXV9ybs0ULwHPA6crlDctkACgorBWVzh2kOHDqVPnz6Ne03ynDlz+Mtf/sI111xD06ZNef311+vjMkIIR4F3JDm0zckyjR40Ou8fGAmShRBCCCFEbTmLoWQ/LqI5+ls4ADZrGNjyvLMWz0YpsGWDPefE1qUneJzgsqFx5HL8SBQ/fXYpDlcYGkc+ypp7Yumgd+sppYvAaVdYLHFo3MV4bAX1Pt26XoLk+Ph4vv76aw4dOsTXX3/NH3/8wcKFC+vjUkL8uTmKQGfyJusKPJGVXaPxjiY7i2S6tRBCCCGEqB23DZwWtLZMjh2Kw+PWEpagw1wYgcZl9g7InI099+S07LKj3vXG4A2CSw+Cx85vXyfx+9cRlJVFoHUX4C7L8V7bZQHzXjy6KH7bFMofuy5F6ynFU5Zf73sl10uQHBgYiNnsfQFatGjBvHnzMJlMZznrwjF9+nTfflxCNBiP2/vtni7AGyjH9Du53kMXCK6S6k+DEUIIIYQQ4lSOYlTxLlBO9nydRFxrB0FRWgpzo1GOE3sln4nygDX71AJvYOyyeoPcol9R2lCy94fitGrIyWqO1lWAspm9dTx2VOkh3Nooft0Qy+/fJ4ECVZbtXat8irS0NKZPn15nt14vQfKOHTvo2LEjd9xxB6+++ipffPGFXzKs8r2KL1Rz586VpF2i4Sk3uEq90621JjDFQGg77zFdoHcKjKu0YfsohBBCCCEaB6VqVt9ZjPv4t3h0UaTviCS6lZ6gCC0F2VFo3CV4HEUnt2qqjC0XlPO0Prih9AA4zSjzXjzaCHLTg9AZIH33JWiUDY/dAo48cJaBPQebM5L8jCBKcnW4VIh3JqWj0O/aQ4cOZe7cuTW7vzOol8RdiYmJHDhwgJ07d/Ltt9+ybNkydu/ezerVq7nyyivZtWuXjMQKca6UyxsE6wNPJu+K7gmlh07JcC1BshBCCCGEwDvV2RhevbqeE4Mxhb9gtceQfzSY9teZcGqDyTkShdZjwWM1o/U4Km5HCt5RZNuJUWRXKaA5mY3a4/Bu7VRyEJs9EmuJgcTLDBxPj8CtTknedSKD9tH9sQCU5XtwOMMxOoq8syk99sqvXQdqPZJcUFD18Podd9zB888/T6dOnXjooYdYtWoVv/zyC6tXr+aqq67yTcUWQpwDl8X7R0YfdnKatT4IorqeEiSXnLkN0Wg5HA6WL1+Ow3GOexAKIYQQQsDZp0efymUG5UZr+YOjvycQmWjFEBhA7BXNyE6PREsZHmth1dtA2XJOJpDN/wGyN3kD51NorMfIyYghNNpFZHM9BRl67M5QNM58lC0XCn9G6SI4+ksIsZd4UIC5MMa7HtpRVK/rkmscJJeVldGrVy9iY2MZMGAAhYWFFerExsYyaNAg3njjDb/yJk2aMHLkSFauXFn7HjcCsiZZNAr2ExkCjRH+5eGXgzHyRFZAmyTvukA5nU6WL1+O0+k8e2UhhBBCiDPxOGs2w9BRhDPvDzTuAvZsa0HcJd7PI4ndW1OYFQ54UGXHvKO5p1MesB33/mwvhJL9YD3mDZbLOa3gLODInjjC4j2EJ+opzVOUmmPQugpwW3JRxXtwa6PI+j2I8KQAgiK15GTGgasYj63QL0hu8DXJzzzzDFarlVGjRrF7927++te/Vlqvb9++VY6AtGvXrqaXbVRkTbJoFGy5oA3wjh6fSquDiMu8fzjcNtkG6kJ22jeuQghRGZl5IoQ4K7f9xDTnanwuVAqcZtyZX6A0Jn7/Lono1np0QSZCm8WgDzLhcASDNavykWTrsZOfPwu243G58bgVFO2A0iPecvMuQMPhX+MIjdNjiIggIFjDsfQWaN0FKGshqvQgLk0k2X+EEJYQQFC0kezDCWg95hOj2CcD9Lpek1zjIPmLL77gm2++4f333+f333/HbDazf/9+Xn31Vbp06UKHDh3o1asXAwYM4K233qqzjgohTmPP806r1lWSOT4w0ZsV0GWVkeQLmgTJQoizk5knQojTsz1XUD670F2NvY1dFjxOB5riHZSWxKLRQGBUKMHxTQAIjjNhMYejceR5l/+dypZ7chTZlgOlh7CX2rGbbSi3B3I2gbMUinbj0UWQcyiEoNhAwlo3JyzRwKHfWqNRVjy2UjS2HPKy4vB4NATHaglqEsaxA/FosXszXFc11bsO1DhxV0JCAsHB3kXXMTExvPbaa9x1110cO3aMK6+8kp07d7J9+3a0Wi3Lly+v8w4LIU6w53kTdmkrC5LjvdOtPTKSfEGraRZKIYQQQvz5uCxQlgnh7auu47GB5TAENwdD2JnbcxZjy8/B6Ezn6L6WJLQz41atCGkaD0BYUihF+ZEEJ5WALQ/Kc4E5iqDsyMl28r7HaXOC9RgeXRNsZjumcNBkb8BTvBe7M4Iys4HgmABCEmKJbBlC9h823CoYjfUQKAeHfm5CZJILNAbirmjKb6vzcKsA75rls30xcA5qHCSXB8jlWrdujdPp5OeffyYkJASA4uJi9Hp9hboXi+nTpzN8+HCZci0alj0ftMbKR5JNCd6U+06zjCRf0GQkWQghhBBnYTly9iRWLhvO/N8xRHU7e3uOIpzHfyPQdZyfNlxHk7ZOtEYtQQlxAIS3iKDweBRNnUdR9jw04A3USw+d0qcMlCUDT8FeAq3fYg/sg0vT2hsoa7LBvI+C7ARCo53oArQExkYS1ymOQ18WYHeEY7IdQGkjOLo7lIgkHdqAUJp2a8EPS3/C4QxH5yjyBuUnpKWlsXbt2pq+clWq8XRrj6fih7Zhw4b5AmSA8PDwizZABlmTLBoJ+4k1yZUFyQGRgMY72iwjyRcmpWQkWQghhBBnZss9MYXa4113XAVlz8VVlHH26dZuO44SM4aSbbjcwRz6pSkRzQ2ENAkHfRABYQFEXRJLbmYUGlWK21rkHdEtOYDvy32loOB7HCUWjLYdOI1tMVq3o/GU4nF6cJQ40TgLyDwQR3iCG0NQKLoAPU2ubI7LAYV5seg8hbh1UWTtDyakSRCmmGii2kWh0UJJcRQapxmcJxNIN/ia5DVr1nD33XezZs0aioqKAAgICKizDgkhquaXnMWW6w2QdSbQGPwranTe9cr2QgmSL1TKBUiQLIQQQogqeFxgzQRAeZR3qV0VXEUHUdZS70zEM80ydBZjKzBjsP1K1uFmRDcrBUMEwQkn1iPHBhPdMY6c9Ei0yoKymb0B8qmfN0v/wFWSjdb8Mx5tOA5TD1zGVgSUbQPlwWWzonGXcnBnIqFxWoxREQCENmtCaJyOzD9aAWCxRFNWbCQ03khgkxi0Oi3BsQHkZ8eBq8ib4bqe1DhINhgMfPXVV9xyyy3ExsbSr18/PvvsM9LS0irsf/zYY4/VWUeFEKclZ7HneUeStSYIblYxUNaHeL9hk+nWFyaPU0aShRBCiD8hVd1//62ZoNy4XW5Kjx6rOkh2O9DtmYvO8Qeu0uwzjiZ7rIW4Cw6hc2by65cdaNqhEKc7nKCkODRajXckuU0U+VmRaLHiseXjtzzMloc6vhVXcS56x37sgd2xmx2UODqhUTYM9t/QuovwaExk7IkmODYAU1QUGo0GQ4iJ8GYB/PFrSwCO/h5PRLwDvVFLcEIsAGFJwWQfSUDrNuMpa0RB8nXXXcfvv//O0aNHefPNN+nQoQOHDh1i2LBhREVF0blzZ1JTU3nnnXf44osv6qPPDU72SRaNgqPQO4qsN50MlE9lCANXSb1m/hP1yHMiS60EykKIM8jMzGTGjBnk5OQwY8YMMjMzG7pLQohzZC8oPnsll8U7YAKUHs2C3K+qDpI9NjTWI2hdubjN2eCqIkj2uLDl5WIo+wHldrNjS3tadLESFBOK1hSGKdyERqshMDIQpycSpbQoy7GT5ztLIWs9jtIy9JYfcRkvwa1CKT1eSkmWFYu2Fwb7LvTOgzg9kZQVGwmMCsYUG0lgVCAAse2jOH4wnDxLX/Z935SIpoAhEFOkd8vTiFaRHPujCVpVirIV+C7d4PskP/LIIwAkJSVx++238/rrr/PHH3+Qnp7O66+/TteuXfnkk0+444472L59e511tDGRNcmiUXAWebNb60yg1YMx0vsoZwz3bgFVj5n/RD0qn7ak3A3bDyFEo5WZmUlKSgrNmzfn448/pnnz5qSkpHDs2LGznyyEaJSUUthyMs5escz7hZi1wIom/xs0rlxcZVV85rPlonGXonHm4yk9XvVIsqMAW2EZBuuPZB5sTvPLCtGawghNCENpgjBFevPgGAINBDcJwVoWisZ24u+N2w7HPsVhLkKZD6Nz5+EIuILS7FI8bg9KKYqO6XEYOmJwHKA4P5rQGDuGID2BUdGYIkzoA/Q06ZpISY6G4vxIjv0eQliCkcCYGN91oy9tQtYBb+4dj7URrUnu3r17peXNmzdnwoQJrFixgvT0dPbt28ell156zh0UQlTBafaOIGtNoDmRqD6o+cmfjZHebxRdEiRfkDwuwCNryoUQVVq4cCGpqalMmTKFLl26MGXKFCZNmsSCBQu8uSuEEBccV2kJbov57BXdZThtLqwZe9E5M9AoJ87i7MpnoBXvQaFFp4pRZVlVjiQ7i7PxWI+jsabz06bL6dg/C5s9muDEODQ6LaZwb5CsN+kJaxqCuTAC7AXgskHW5ziLc3BabBhtP+II6Iy9BGxmByUF3vPcLg+5x5vi0idx5PcWRCQ4MYSGoDHoMIYYMYYYienYDGOwhiO7Yyk4FkhwXDCmuGgAgpsEE3dFIpYCDU53qG8kvT7UOEiurjZt2tC5c+f6ar5ByXRr0eA8bm+QrA8CfSBoNN5yrR6CTky7NkafCJItVbcjGi+P0zuKLCPJQogqbNmyhZSUFL+ygQMHsmbNGlasWNEgfRJCnBtHcR4eh/XM65I9TpTbRWlmIYYy78xd5VZ4SnIr3QrKU/Qbbk0kHo8Rje0Yquy497PkqVxW7IWF6G270WuKKchLICrRBkGJ6ELCfVOtwRskh7eMpDAnCuUoQWWtx1l0GIfFicG+G9Di0Lai9Hgph36O4cN5V/L79jbey9jc5BZ2Zfe2doQ20RAQGYk+QI9Wr8UYaiQgMoLwJD2/fRVPSKSTgBA9wU3iMAQaCAgLIKJVBDq9hlJzJBpHI5puXROzZ8+uz+YbjEy3Fg3ObfcGwIbwkyPH5QKiwBABATEnguRSWdd6IVJO7z9gEiQLIaqQkpLCli1b/Mo2b97M6NGjmTBhQoP0SQhxblzmAlw2K26bs+pKbjuWXAsU70CrLGhs2ThyDuC25Fa6LlkV7CLrjxjMRVFgy8NVUknyLkc+jhIHuvxtHDuYROtuRdgc0YQmhqO0IZgiTm45qjPqiL40jvxjUWjcJbgKM7znOjMx2PdgD+pL6XEr5jw93/73EpI669n+URz5x8IBsJc4yDlkIiQ2AFN0JIZgb/JZY4gRjVZLVJsw8tJNRDVzojHoCYgJxxhqRGfQoTPoCGkSQH5OLBrXySC5wadb10Tbtm3rs3kh/rwc+YACY0TFIBnAFIdDF83y9UU4rKUyZfdC5HF53zfJTi6EqMLDDz/MkiVLWLhwITt27GDhwoUsXbqUqVOnYjQaG7p7QoiaUgq3pRjL0SO4ys4wE9Bjx16Qg8G+G+WxEWD9iiDdAZQ1H3X6VGqlUCX7OfRrAhl/NEXjysN1evIupXCZj+Ox5uPMO8jBXW1o3ikfm6MJEa0iQB/sFyQDxLRvQs6RSLQeCw6LE427hICybdgDe2ItDcZabOer1W2JvxTaXR1E065GNq/sgMOqw1pioKw4gMDoYEwxURiDvX+v9AF6dAYdTS6PAyA8SUdAVDQajYaAUO+Ww4ZAA2FNQ8jNaILGWUB9qXaQvGjRIvLz82t9oeLiYp588slany+EOIU9zxsc60NBa6h4XGvEqYtl+QYrTrtFAq0LkUy3FkKcRVJSElu3biUjI4MRI0aQkZHB1q1bSUxMbOiuCSFqwW0txmmx4SnYg8tadZDstlswWH5Eg0JX9D0ejw6DoQRPSQ7O0tPWM3vsqJIMsg/FcfCXVuhVAcqS4z+S7CzGYS5DW7qL0LDjePQRaLUaDE0uQWcKJSA8yDfVulx0u2gKjkeiUWWgnJjKtuIytsbmakpJVgm/fZGIpSiIlldFANCqdwAB4Ua2vH0ZeUdDCI2xoQsKxBgZ4RtJBu9ockKP5ugDIDQhiMDYGDQaDcZQbyBtCDIQ0TqSzD8SvHtD15NqB8mTJk1i5syZvPvuu3g8nrOfcIqPP/6Yu+66iwcffLDGHWyMZE2yaHD2PNAFntj+qZKRZK0BAuO806xdFhlJvsBkZmYy9Zl/sqfYzdSn5suWLkKIKiUmJjJ79mxiY2OZPXu2N0BWNfucJoRoHJzmAuz5WWgcubitVe9l7LJY0Lpy8JQcJkCTxa6f+qPVuPBYM3GVnrZ9lMuG1pVDSXEY+39qjk5jQZVl+uessedjN5dRuvc7SotCSGhvw+kOJbJtEh5tEIGRgRX6YAo3YbPHotfZCSjbhtKYsGquwJxhJj8zkJ2fNaP9tYHojd7gWqPV0PHaQIpzg/nuo9ZEJjgwhQej1QVgCDolSA41EpLYhH73hxMQFkJQfAyGIANanTds1QfqiWnfhEO/NiXPcb3vvAZbk2wwGPjnP/9JQUEBvXr14qmnnmLDhg2YzRWzr5WVlfHll1/yzDPP0Lt3b7Zv387bb79NQkJCnXW8IcmaZNHg7Hkntn4yVT7dWqP1rkkGcBZKkHwByczMpGtKCq+360bZuvW83ro9XWVLFyFETTgKz15HCNHouEoK2LYkk71bQ7EXVZ3h2lWaj7KbCXT+wJHDl/HJ0p4U5UaideTjLj7ml5RLWQ6j1TgICDPiJgyHPQiN9Rgu84l6HhfusgJUSTr2nGxys5oSEORBE9LSOw1aF0ZAeECFPuhNenSh0bicBrTuAqwBfSjOKMFpU3z5bjta93YQ2sS7t7FGqweNBoNJw2XDg7FZjITF4x1FDjKg0ZwcpTaGGNEYAgiKCUFj0GKKifaNIoN3JLlJ56ZYCxWW4pOhbF2vSa7k03XVtFotkydPZvz48fz73//mxRdfZMuWLSiliIiIQKvVUlBQgNvtpmfPnlx77bV8+OGHMu1HiLpmLzi5R3JlQTJ4p2Kj8daV6daNmsPhwOn0JuiYs2ABBampuKdMAcDdpQsFSjFnwQJemD0bg8Egaw2FEGfmKAJDWOXLcYQQjZPHjbO0GHfxUZweO7bcnKqrlhxDW/QDNmcw/3luGG165HDsYAIJHQpxl+WBxwbaYABcubuwm8MIiYWIMj25WU2IMuXhMmehd1vBXYajxI4rdz9xSUfILewEQGDz9ii0GCOifaO4p9IH6glvFs6en7vTekAYRZkOXA433310CToDJHSN9dWNvrIzbmsZhbv3EByto/utIYREavySdpUzBBrQ6rWYoqPQ6HVodN6s1r7rmvSEJoWiD9CQeziYNuf0oletRkFyudDQUCZNmsSkSZNwu90cP36c7Oxs3G43sbGxxMfHYzKZzt6QEKJ2HAWgPREkVzbdGrwfjjRasMtIcmO3YsUKli9fDsCenBzcH3/sd9w9cCBvjRjB9q1bmThxIhMnTmyIbgohLhSuUu82MBIkC3HBUE4zZXk2el+zmZKiCFxFx1AeVWEtMB4nmvxvCTRk8NaCu2jWsZBeNx7iyPexxF9yAE9JLh6HBa3eGySrwt3kHYsmvIkGFRRExr5mxDQ7gKfkuHfKtSMfR1EBeb/spmUzF/qgYHSBoRijEvFogwmMCa60vzqjjojWkXyzPoXIS3bisrv4dVMSmXsj6XaryRdYh7VqSsSlbUB5cBZlU5pZSFCUDg9hBMZGYwyp+MW/McToXYts0KPRanyJvQA0Gg2GQAMh8SYKjoXU0atf0Tlnt9bpdCQmJnLllVfSo0cPWrZsedEHyLImWTQ4ex5ojWceSdYaQKMDZ7GMJDdyEyZMYOvWrWzdupU7Ro9Gd9qWLrrNm7lz9Gi2bt0q27oIIc7MbYOyjEr3ShVCNF7OkgKO/3yEpm0yCA4twWXOwWWtuA2UctkIyFvN9xv64nQG0+vGQ2g04HCGEmAswVVyHGfJyanazuO7yDkaQ0gTAy2uasofO5uj0xTiKcsFRz4euwVl/p1g/X4yDrUBtATEXQIaDbrgqErXI4M3WI3tEE9pgQGX3cUfP8aya0sSV97sQR/kDV5NUUHE9ux+4gQtTXp3xxh2IpO1SY8+JMwvAC5nDDFiiosmKC4WY7CxwhcFhiAD4c1DKco6OcJ8Qe2TfLGSNcmiwdlzvSPJ2rONJOvAXQIex/ntn6gRo9FIcHAwwcHBzJg6laglL6NbuAB27EC38EWili5lxtSpBAcHy1RrIcSZOUuh5AA4q17PKIRofFzmAqyHdhIQ6CAyroDSrGJclSTvcpUWoXMf57fvO5B8+z60Om+GZ48ukqBQMx7L8ZMZrpUHV/4hykrDCIiMIq5ba45nJGLQWaH0KB57KfZSOxT/QlKrdOwq3hu8xrQGIKRp0hn7HN2hCZZCLcf2hfPtB63peXMxhjDv9k26AB0Jfbuj0Z8MZDWmKJL6tEdj0BIQGYjOGITOqKvQrjHEiC4wjKD4WL+p1uX0gXoiW0dRfPzkuRfUPsl1LS8vj7Fjx9KqVasanTdmzBhatmxZoTw/P58777yTbt26MWDAAPr378+2bdvqqLdC1CNbgXcU+UwjyRq9N0h2WcFZcn77J2otKSmJHevf555t/yTo+iHc8/u37JAtXYQQZ2AwGJg4cSIGg8E7inx8E1izGrpbQojq8jhxWUoxuA5QWhxORFwR5oyySreBcubtxePW0PmaHIyB3gRdxSWXoIJbYrMEorUfw116Yttetx2dKxuXOxBdeBO0pkgCY8OxlISirMdwlebjykun7OBvHN3fnJAYCIoKwa1PQB8Uiikq7IzdjmoThccNm1e058q/HMcY0wLwZrJO6NUWXXjFpM26qFYkdU8iIDISQyVTrcE7UqzR6VHaIL+kXb7jgQZiOjahNKf+MvlfMEHyrl27GD16NNHR0ShV/T2xNm3axGeffVbpsQcffJCDBw/y7bff8sUXXzBmzBiuv/56SkokoBCNT2ZmJlNnzGBPTg5T30ons5ATa5KrWHOmNXhHmd027/o0ccFIjI/mhZt1dAgs4YVHbpIAWQhxRkajkYkTJ3pnmhxZDVmfSZAsxIXEacZZ5iAiMoOCwqZotR6cJUWVbgNVum8nhTlRRCZYASixNMcR0JlWg9py/EgT7EUWPOYs8LhwWYoICixAYzRhCI8HbQBx7UPJPpKI1pmHqygLVbSHsOD9ZB5pg06nRR/VFLRGgpLO/tnDFGEiLNFEx5RcQlu1ojy0jLs8HlNSe189Y4gRfcCJQR2tiaBmLYlun1TpVGvwTuU2hhjR6rR+20OVMwQZSOrdkq63xZ21j7V1wQTJMTExpKWl0aNHj2qf43Q6eeKJJ5g2bVqlx3fu3Em/fv2837wCV199NUVFRfz+++9nbFfWJIvzzbctUPPmlH38Ma/3m0LXxw9wLLfUm5yrMlqDdzTZbQWXfPFzQfE4T4z+e7wzAYQQFz2Hw8Hy5ctxOM5heYzHCblfezPblh6SfBQXOtnv+k/DbS2iNCOLpFZHwRCK1RKKxlOCNbeoQl3rkV8pKQpHq1NYrU3QNLmKFv2bE9EyiuKiKJSzDEdRNm5rKe6CvXg8GgLCTARGR2IKN5HQvQnpu5uh9RTgzE9Hb/kWlAd9cCiGUANuYxL6QAMBUWcPQPUmPdfM7Upc56Z43N5p0ZGXRBHevqN3WSDegDaqTRRRbaJ8ybw8+iZgDK+Q2fpUxhCjdzsojabCMa1eS2BEINHton1lf9o1yfHx8QQEVJyTfiYLFy7k5ptvrnIUZtSoUaxfv57iYu+m26tXryY2NpZLL730jO3KmmRxPjgcDiwWCxaLxX9boC5dcD88lYKHHmfOK+/76lT4YKU1eB9uGzgrTtcRjZhyeb/YUMq7nvyU/Q6FEBcnp9PJ8uXLfdvB1YrDDEW7vD+X7JfkXRc6e0FD90CcJ05zAcW7dxIQZAddGE53GAadBWtuXoW6nqI/sFlDcLiiMV46jCaXN0Gj1aDVa3G44zCZzLjMuThLzVjTf6HgeBRhiQYCosIJjgsmqUczMg40RU8xOsdBXHn72fllF+JalhIQEoBLn0RwXBjoK89qfSq9SU9gZDhut3c/5NDEUGKvbIdHH+M7Ht3Wu4WU3qQnolWE90SNDvQRVY4kgzdIrmw9su/agXqMEeG+5w26T/KFJDMzk/fff59t27bxzjvvVFpn9uzZmM1mWrRoQWxsLEFBQWzZsoXQ0NDz3FshKjrrtkBXD+atlxax/dtkgIpbA2kM3ofbDG6L9xvpqkadRePitIDbDmi9H3KVG6iY2EIIIfyY94DLjDLFo7Ec9s4kMtTfFimifnmsOWgDouTf7oudx4nLUoYq2kN+QBP0oUYwRmMyleIuysLj8qDVnxiBddoxkkUpcYR2GIopJtKvKUNUC8KjNpJj8QbJloM7sBZEYEoIRx8c4g08IyOxOhLQ623Yy3IIMWWSk5VC02456MKbog2NwRgRW1lPK9BoNJhivYGqKcpEQq/WeAzNAO8WUdFto319BzCFmwhNDKXkWAl6k77i9lanMAYb0Rmq/uxjCDIQEBle5fFzVa//111++eX12fwZPfLII8ybN883lboyDzzwANu2bePgwYPs37+fadOmceutt1JQIN/ciYZ39m2BNnLniGt8dSpsDaTVnVyTXP4QFwZLuve/5SPJSkaShRDVkL0JAuLw6KLAliWziC5kSmHLK/DuY1vfXGXejOilh8By+MQWYrIrxnnjtuIscxJkPEpJaTT6QD3ayJaERRVhzc3GZT+5bMJlsRASmo8uwERAVEyFpsI6dkJvcOEsyMJVWoI7fz/WslB0ITEYQkLRaDXoQ8MJbxlNcUEkAY4fOPx7S6KaOzEGG3AHdiA4NhiM1Q8+TVHhmCJNNO3bAo+pFWi06Aw6ottFV5q5OjQhlMDIwEr3Rz6VRqtBb6p6PNcQaMAUHVnl8XN1TiPJ2dnZpKWlkZWVVekamsOHD59L87W2adMmlFIMHjy4yjplZWUsXbqUFStWEBUVBcDtt9/OzJkzWbJkCTNmzKjy3OnTp/u2YRk6dKhMvRb1wmg0+n7PZkydyocpKRQohXvgQHQbPyfq5YXM+OxDgoPPMB1Ga/AGWI5i73Yg+qDz1HtRa8rj/YDifQIuuwTJQoiz87gh9wswxePyRKO170Fjz4bQlg3dM1Ebbhu2wjICE81oDPU8w9FVCs5i/zKtEXT1lxRJnORxWHCX5hCbcIzjeR3RBoZBaCwxidv4/UgprjKrb1py0cGjxEYWk2cLQ6M9GYB6tBF4dCGENndS8H00ZXllhBQcxaCO4VGJ6EOjMYZ5f48CwkJI6BJN5oEkOvXaxfbPhtD1xiL0obEQ3BJDkBH0Z85qfSp9UBDN+jWHkNYobQAarYaoNlEnE3VVIqJlBM6yc1hagnck2RgWSlpami9X1DnldDhNrYPktLQ0Ro4cic1W9ehUZQutz4f//e9/pKenk5KSAniD+ezsbFJSUujWrRsLFizA5XLh8Xgq7DlqNBrPOpI8d+5cwsKq/8sjxLlKSkpix9atzFmwgLeGX8+dV5Yy480HSEw88/513u2hNGDP8wbJgfHnpb/iHHic3hEgQyhQ4p0uryT5jhDiLFylUPQLKvJK7I72GC3fQNmxhu6VqCW3rQRVdhRnaSLG4LP8W3+O7MWFuIvLCIwOPPnZ3VkCJgmSzwdHURGWQ7/RLLqYAmsgupAEdBFtiYgtpPi7shMZrr0ju4W//EiEMmAIa+I9WWtAF9GKoOgm4HFS9kcGlpJoNJ4ynAXZhIXmkW9qiTEqybfdkjHESLM+Tfl9WTNadTqEpSwOg7EITfTlGMMCQB/qnY1YTfpAA4S0QOnC0Gg0RLaOrDQj9ak0Ws1ZR5LPRhegQ6vT+g1Yms1mlixZck7tlqt1kPzYY49x3XXXMXnyZJKSkioEm0opevbsec4drK7Fixezbds2Vq1axfPPP+93bMWKFcyaNYstp0xXDQsLY8CAAaxcuZJRo0ZhMBj44osv2LdvHy+99NJ567cQ1ZWYmMgLs2ayPe19XrhZT3BCnHc69ZloNN7EC4587wcoWZfc+HmcYDsOhjCgxPvlhowkC3FRy8zMZMGCBeTk5DBjxgymTp1KUlINA6OSfWDPw6WNodRxKWHuMu/UWY+7Rh94RT2p4fvgLC1GU7wbd0l7iFPef8/ribPYjDXXgq3YRkh8iHfUUraOPG/sRUXYju4kzxSLwWSAoDgMTS5Bv9+Fq6QUR0kJ4N1v2Jq+m5KwCLSxUYS2aEFAfFs0eu9nQeVRlB0y4tLHYwrMoDTzKEkxJZiiAjFGxfkySxtDjIQkxfDH3s4cmt2adv2K0AcGooLbERBmqtFUa/Am51I676zcsGZhmMJNdffinIFGo8EQeOZg/FzU+tPykSNHWLVqFSkpKbRt25YWLVr4PVq2bMnjjz9eZx21Wq2kpKQwf/5836jwyy+/7NefvXv3Vjjvhhtu8DtnzZo1vmOrVq0iOjqa3r17079/fx5++GHeeOMNmT4tGi9XiTdg0gWA1uRNzFUJ357KeUVM/W8AmZnHAHViWyHRqCkn2HJAFwxovNlqJUgW4qKVmZlJSkoKzZs35+OPP6Z58+akpKRw7FgNR4GPb4GAGNwqjNxDAXi0wVC637sdlGh4jsIaVXeVlODIO4LLnFW/65KVwllaCO5S3LYyig8XYc4043E5ZAvC80B53DjNJeidhynMi0MfqEcT2ARDcAh2eyhazFhzinz1PYX7sFlD0IVGEZBwiS9ABu/orCE0AlNia6Ji8yhJz8BWFoAxPBZ9SIhfPX1IOBHNQ8g/FkOzDgWokLboAoIwmPRgqHmQDBDSJMS7nvk80gfWXw7qWrfcvn17PJ4z7982duzY2jZfQWBgoN9I8OlOHz0ut27duirPSUxM5N///neN+zJ9+nSGDx8uwbQ4/5wngmRtIOhMlY4kl++pXJCaivvjtby+eSMfPjKfHZ/mktgyrsbfEIrzzOMCez7oA70jB65S2etUiIuUw+FgwYIFpKamMmXKFAC6dOmCUooFCxYwb968CjP1KqU8kLMFTE1weGIwZ5Tgim+CsTQdXFYcHgMrVqxgwoQJ1WtP1D1HPpgqJlqqSvHP67EcySGg5RHvF+T1lKVcuaxgTifI8sXJMrMeh+46TKEtvP8WiXrjKDajnMVERGSTeaQ9epMRXUgTNDojLqIxGkopy80HwGV3YdRk4VaBBEUnoNFV/H/ZGBmBqUVnInPewPJtPiWJEWhiIjGE+K9rN4ZF0LRnLG7zLkzBbvRxXTCGGr0Bsq5mW+5qdVqC44IJa3r+l6KeOq07LS2NtWvX1lnbtR5JnjdvHg888ACFhVV/M9ajR4/aNt+oyT7JosGUT73VGrxBsuZkkFy+r3KVeyovfRdLUXbleyqLxsPjBEcB6IIA7Ylp8jKSLMTFaMUbr7FmzRpfDpVyAwcOZM2aNaxYscJX5nA4WL58eeV/v10WKNyB29iEPZuD+fbNUmzueJT1GLjL6mYPZlF7HjfKUVL9Lzzddux7PiQk4BDOgqO4rUX11jVnSTH2gizsZruvTKNcuIsOy+yz88CWX4DGepSouFw0piA0gTHogwPBGIkmOJ6goFIcedm4nW6seWZCw3LRBwagj0iotL2AyCiUqRVlpcEktTiI3RaCPjQG42m5lIzhQbQZ0oy+Y4/j0iagD4v27klsql3umvBmDTMAc+p06wbbJ/nqq6+uUHbkyBESExO55JJLiImJQav1j7llKyUh6pDbfnI7IK2xwkhy+b7KVe+p/BLbv/4B9IFMnHiv/57KovFQTm+W0YCm3vXjbqtsxSHERWrC7aPZ+9svbNmyhS5duvjKN2/ezOjRo/229isPdMeNG4dR6wS03r8RGq136x5rFp6wAezdBGX5LswlTQkN3ObNcWCKPu/3Jk7hsWErKCUwzFKt2VyushJCgzOIiMkn35KBy1yELrJ+1iU7zcW4CrOxFZoJKA0gpEkIWp0WT2mmrEs+DxxFxZQd+BGNPYrgKIU2JB69yQDGSAxRzYlK2IX56HFcNhfZP2eQEF+A1dASXWiTStvTBYahDwqirCyG1pcdJONIRwIjY9AH+U+DNgYbMUZEYFYRGMPaotVrMYRGXnD7qp+6B3Ndq3aQ/MUXX9CsWbMK5fHx8VgsFiyWiusl3G4Z/RCizjjN3v96nKesST75v/CECRMYN24cU2fM4PUtW3Cf8oFLt2kDd17bjRdmTIOgZhhCK/8GUjQCHqf32/ugINDowGMHT1lD90oIUQ+MOg9T77uZlBH3o5Ri4MCBbN68maVLl7J169bKp0bbC8Ce41+WvQmMkTjcUWTu9I4IZh1sSlJEEZRlgalj/d+MqJrbhv347wQ2bVetILk0M5OouFw8bi2OvBxcJTkEuCz1EsA4zYUYHL+j1Vtxl+oosZUQGBeBIUSDs9SMIdQqU67riaPUgcdZiircR05hAiHNdWiC4tAHh3kHQkJbE5u0lYxfzbhtDvJ27qdtq1JKnQnog6v4XdBoMYaHYw1OQKs7jCE4AEN4E+8MRL9q3v2SPabWBDRpjTG09qPIF6tqB8mxsbEcOnSoRo0nJFycH8RlTbJoEOVBsnJ6A2S9/0hy+b7KFfZU3ryRqJeeYcZbqQQHB4LRDbImrfFylYG7zLuntUbnnT1Qn0lbhBANx55HUlwoWz//mAWLX2fEiBGMHj2arVu3kpiYWPk51mwIPG30JO8blKkJh3ZEgYKQhBCO7jXQo3MplB2FyDPnkBH1y1VWitb6B87SIgxBVbyvpyjY/hUBtgAyDzVFayzGU5LhHdWthyDZ+tv/Iy5kKypYh07nRqPxgBtKSq/GVXgEQ+ylEiTXE1uRDY3bRrApg9ySS4kI1KMJikdjCAGtHk1kRyJiCynJsuMqs1B68FfsCQFoQxLQB1edICsgMhKVeAkUf4s+NAxdWOXxmDEskqCkVpiiAgmICL/gc9Y02Jrk5557rsaNn7qW5mIia5LFeaeUN3EHnJhuHQC6yv+xLN9T+Z6MDIJGjOCeX9ez4/88JIaYve3IGqPGrXxfU53J+82v2+4NnIUQFx9LBlgOkxilZ/bs2cTGxjJ79uyqA2Tl8s4uOV3hT3j0Tdi71URkiyCCYoLIOWhCaUxQsh/ckuG6IblKCtDajuEsyq9WfVv6dxTmxmAuiiMoKB9nwRFU+RfldchpsVC670d++74jL9z/GF9+fjPpxwZjscajtWfiKs6Qzwz1yFZgpuz4Me+sAU0oelMQupDoEzlJQB/TAWOAA2epFWteEaroALayUAwRMWgNQVW2qw8Kxx1yOUoBxnj0YRGV1jNGRBDaNNQ71Tqq4mzhC01dr0mudpB8xx13+D1/9dVXq6z77LPPMnLkSFq2bFnrjgkhTuGyeINje4E3i6k++IzZBxMTE3lh9mw6xMbywrTbSQx3eD8k2XO9H7JkZLLxKjsMukBvgKzRez8Qu2UbDiEuOm4HHP3QG8S6zN4vxM5EKe9yDHs+HHob0lfB4f94f7YcwamJIf17D2EtIghuEowlz4VTEweWQ/I3pIHpfnsSjfkXXEUZZ32flduJzvo7ZWXhqMAkouOO4zZn4Cot8v4O1CFHcREBHEYbEEjPGw/x1Xtt+eaDNlgs0ehVLlgyvQnHRJ1zWp24bSU4Dv+Iw24gJFZBcJw3EZXeO0qsCYjB6QpCpymhJCOPAO0x3ARhiIg5cwZqfTC62Csp4ho0wU0wnpbZupwxxIRGF4QxLBRNQFR93OYFrdarnZ966qkqj40cOZIrr7ySu+66q7bNCyFOVf4NctlR7z+SxrBKt3+qVEAT7z6ZygOWI/7ticbF44ayTNAFYTCFMHF0NwzIdGshLkq5X8HB16FoN7hs3uD3TBwF3r//BT95/yY4zd69d4v3gj6U7CPxWIs8BCdE06xvM8oK7Nic8WQc+YMZM58hJyeHGTNmkJmZeX7uT3gphbZ0L1rncdylWSjHmZNhuUpLCA/NQGmDCe/YBZdTB5YMXOZc71KcOmQrKCQyOhtDUACtu+Yx/OGdFGYF8emrfTDoisCejcNcKPsl1wNbkQ1cVizp+8jPjiUk0oU+NAF9kOlkAKwz4dbFYAwopeBALpFx+ehMgWgDoyqsMfajMxEQHo42tDnGyFg0hsqny2u0GnTBoQTENq+XpHAXuloHyeoM32a1a9eOGTNmcPDgwdo236hNnz6dtLS0hu6G+DMpD2ot6YDy7mN3pj+QpzLFev/rtkFZhn97J5xxaxFx/ign2LJBH4QxMIyJtw7GqDsxC6CORxCEEA2seDcAHvN+KD14xiA5MyODGTP+QU5+MTNe/A+Zh34D8+/eNsy7UaZ49m6JIKJZADqjnhZXtUC5FL/9EcXA/ztG80s68PHHH9O8eXNSUlI4lnHE+++BZM6vf24bGnsWeq0ZV/GJoPMMCvYdJibxOAGRgYS1acvR/c1xFhfhMdf91Ofj3+0kJLzEuz8uEBpl59r7d1FWGobDHoCyHMdVePTkci9RZ2xFNixZuehVDi5PCDqjDkxx6ANP2apJF4AuNIGI6EKOfXeEuGZ5oA+tco2xj0aDITQcbVAc+pBobx6bKgREx2GMvjhySKWlpTF9+vQ6a6/aibsAZs+e7fvZYrEwZ86cSoNll8vFb7/9Rmho5cP7F7q5c+cSFnb+N8wWf1IeN7gt3pEGS7q3zBDhl9n6jPQh3vqOfLAHe9tB421XqwNO21rk1KRebpt3baw4PzxOsOV41yPpgyEgwpu4q3zrr+q+50KIxs+8F6U1eQPk0v0Q2cq7HOY0mZmZpAxMITV1Mh+vncKWzRtJeexpts40kRgdAFojblMb/vjWQESLUILjgjFFmTDGGvnnp/mkPvx/TJkyBYAuXbqglGLB/BnM+/v9GAPyIDDp5Jepos65C/ejUU50OvCY/8BZXERA5bv3AFDw4zYijDr0IbEYQiMoyG9GRJPfcZcn76qrfjncmHdtw9w6Ao3W4Ps8r9VBs06FZP7RnLh22SeDc1NcnV37z6bwYCE6ow5DkAFDsAGNRoOzzEnm9xm0aZKDNjgWTaAeTUi8b6o1AFoTmtDmxDXfw6//LWLYtflYjZejr2L7Jz/6YLShcSfWOFc9NTsoMQnNRTKKPHToUPr06cOSJUvqpL0afeKaNWuW72eNRsPMmTOrrBsdHc1rr71W644JIU5wnRj1tWZ4p1trDd7At7oBk9YA4R295wY18/43rK33m2FjRNXneZxQ/Jt3D059KBjCvCPYOsmMXW88Tu+XGfog0AV7X3O33bsuWbmp4Z9sIURjVrwHV2B79JZf8BTvg5A+4PEPkh0OBwteeIHU1MkVAt1n095m9h0dMeh1lObqyD+kSOoXTWTrSAB+C/qNrelHeWzgIL82Bw4cyIiFL3LpJU2ZOH4UlB3xTtsObil/3+uBK2cnZXkRuF069GFHcBbleGcGVRGY2A9vpygyGk1iLKbIQOyaNoRHfUVZ4RE8tmK0wc7qzyQ7A0eJFZ1lLxZLBPqoCAjrQO7vxbgcOgKbGNi7vS1Jbb/GacvCVVaE/uIc96p31gIr1kL/6eoarQbldJH+xTGuuv84WfmtMJrCMASH+gfJugA0oa2JSfwKa76FAJOdsqAkdKaqk3b56IMxhCeiDUvwfo6rwsUSINeHGk23PnToEIcOHeLgwYNER0f7np/+yMnJITc3lxtvvLGeut2wZLq1OK9sJ/bDtBzxPrTGE/skVzdI1kNkV29wDCf/6yg483n2PEB5gzNnkfeDVPlIdj3500/7Vi5vcjZdkDdQ1od5p2A7LZWOMAkhLmClB7CrZrh0iajiAxhsh5l45wgMqtQbtNpyWbF8EWs+WENKSorfqQOvHsx/v87mrc/+QHkU+76JIqSJDl1gMJGtI9EH6BnebzgdtR3Ysnmj37mbN29m9PCBTLh1+MlCVwmYf/PmrhB1quzgz+QeiyHzj0ScpWZcpVm4bZVPX1ZuN3r771it4ejD4jFFRWFq1RlQYM3AWZJ3MrfIufYrJ4+wsEzQBaMNbYGxWS+a9L0aQttgiIjh6P6WGA3FeCzZOItlXXJtKKUoOVbxvVYeRdHhLNyFmSg0uNxBaILj0Zv0/kGyRosu6jLCo4uIji/AYQ/EEJno3eHkbHTBGKIS0Yf8eWYANOh06xYtWvh+njJlit/zPxOZbi3OG6fZO71KKSg54N0fUxvhnQJdk5HkyK6wfxk4ik8m/3IUedejVTVyYM+rWOaynPEb8HNV5bTvPwuP0/vhOCjJ+w+l4cRX987iEyPJQoiLgseJsh6jTA3G4bqcCL7DaD/ExPG3/H/2zjtMkrrO/6+KndPkvDkvsGRBkF1AQAERRdRTET3B3wl6IHrncbd3Cnfo6a4YuRPxDvHMihJUFmUDkuPmvDs5z/RM5+7qrqrfH9+e0Dszu7Ozs2zq1/PsszPd1dU1Haq+7094f8Bog3yc8OYbLmbn9s2sX7+OZcuWDT983dq/8N4LKvnoZbMB2PO8l5JZHjwVHnSvjrfaS/1Z9Zzz2Hl8/5v/jm3brLj0ctatW8cD3/8OG351H3r4OQguGSmjtU1xrtFDb/GLcXJjdG4lEQ2QiPuptnaR7WvHGBzA5Rq7jjQiEQKBdkylAr2sFsldRf0FM2l5uoHSOT1Yg20QLBPB1CN0I259vpHZMztIWgtRSsXIMdWt0nBRA/27w+x6eoBMyoltd5EbzPclF+clHxapcIpcZvwAd+PTe6ma2UHW9KGoijDt8rjHJkD8C3A4U9TMFs7Wiit0cGfrIRQdSfOJaRmnCNNdbj1l467pVOpFihSZgKGZueluiO8Vg94l5fAyyZIGegm4qoVAHhoFhS32Ox5GRPTBjsGadnfNIqOwsqK8fqgnWXGI968okosUObmI7gYkNv+5kta2ZUjmIGakCdKFwUld17jrM3/D97/1Ve7/5jfYuHEj939zFd/71jf5yNvfSU/7Una+sYS2rQqBGSFCs0NIsoQr5KL6nGqcMReP31lP64vf5br3XEvbntfY8D+fpCa3AWK7oe330P1s3qsCETwtMq1IySaMrIesXYUvECYX7SAbGRx32643Gqls6MJZ4kX2VYLqJzCjlM7mekgPYsbzzuTJFnG9mCJWzqL9r5vxl8SwlBCSc6THVZIkyhaUUnVaCS27Z6Bku7Fi7diHcl8vUsDoLHLrc630bu0VjtaI17/5uQ7mntmCkfXjDDrBVYniHCcB56rEtJ0sfttObMWD7C6ZvFeM6i76yhwBR9zgFolE+POf/0xjYyMAs2bN4p3vfCeBQOCID65IkVMaIyIMuyBfat2M5mvg1vf60Ryew8skq+6RfuTgUrE/Z4XIFrtqxj5mvCzyENl4YTlQkekjlxLZetUthLKUf++yUWG0VqRIkZODyFaMbAnPP+zk3I+6WTSrGimyFyW+F5xlI9vZNrXuXjb8U4ZVf36A96xezbvOmsM3rrqVTGuAbqB3XxaHV0b1+wnNDuEMOpFkicCMgDAKMmbylfdt4tmdKvf8TRCP1gr2yP6J7hCzlEvPF5nlo1gtdKphZdK4nd1I2iwc5afjcP4cu68FIza+w3X4zVeoKbfBWY7mrwJZQfEGiaVm4fG+SCbSSi6TQ3UAiWbwzZ3ScRkJA6t3M4m4D9UTwJbHrtkbLihl12NzqV/4HHamg1wsguaOjVQ4FTkoyb4kpmEy2DRIz7ae4dt1j47iUOjfl6RmVhvpXA3OCg+Wt0J4kRyI4kRyltEwv5mkvRjZUzr5nnTVUxTJR8CUM8kA999/P7W1tXzwgx/kH//xH/nHf/xHPvjBD1JbW8vq1aun6xiPO4o9yUXeElKdIz8nGiHZih6cxa3vXYTu8h2GSFZHRHK6UxjDDPUlY+WzyqOwsiJzORHFURBHj0w+s6+4xMVNdQuTtly82JNcpMjJRGQ7kYEgAO1bbSKJhcjpZqzIXiFSzSwMboXmX8L+/6U6ZPFPHz6XMleO989+F1rMQ/smg11/SbF3fZrS2Q48FUF0r467VJj6OLwOAg0BOvZVjbTu5JIiCNq5BjqfEmW7ICqMejaI4OwBIwKLTB1joAOvP4rqdlH3jgX0dpST7hskO9BLLpku2DY9mCbT/ArRcAmSuwrNL4Sr7i9FLlmIouSwEy0kdr9IzsiJ6/QUs7uJrjgeRxPZnA/ZX4kz6MJb7UNSFGzJhaWEKFtUTl9nPU5HBDPaRSYaES1fRQ6JbdnEO+PYtk3na50F9xkJg5bnWvBV2rjdA9haCThDaC6nuOYfiOIEVzWSZIEWQD3U+KfRnGIi+Zj2JI/m+9//PnfddRdnnnkm7373u6murhYfhs5OnnzySf7hH/4Bp9PJbbfdNm0He7xQ7EkuctQZnUXOxfMu0wo48mM6ZOfhuVtqfuFkrbgh1QGKJsrrVKcwBtO8I9sOGXZNRC5xuH9NkcmSaBHvrZrvSxoSy9lYsdy6SJGTAMMwePjhh7l57jZ6mkOEGnR6dmRobjyDsiVryQ22IXc/A4m2EVf78OvkPGdgp2XSKY3n/iuFU7Xwlsv4KhRmX+TEV19KaFYIRVOGZ95qbo2SeSW07SrjrAsiYAegex1YbeBfAtjQ/nvwzYPQOaLfNL4fPDNEa0+RIyay9WWsuAt3pRdXwMngYCW2mSTT10pmMIzqriGXzhFp7iUX3ovD2kM6E8AVqkJxioyt7AxQe95M2vfVEprTjRx/ndj+KvxzZqMkW8X0icNwJTcNk31P76Bubge24kXxVaOHQjiqFuJo0Ii0REgNpND8MlqolFTCBY5usj1NGF4/uruu2Jt8CJJ9ScysyWDjILv/sBszYxKcFcRX60NWZMJ7+lh6SQ8gofrKMZUyHC5t/Co92QGeBhh8FclTgXQ4ngGq96DO1icbx3QE1Gjuv/9+vv3tb/PZz352zH3//u//zre//W3uv//+k1IkFyly1El1jPwcbxJlVe4ZIyVwqufwyuFkh3jMUMm1p2FkFJSdLYxGH6zUGkRGM5cqXiSnG9sS7/NQ9hjEz5pfBEysYia5SJETnSFzwr+5O0PbrtlUnREi+ewAjRvLOX1xpRCpsfwiOJfE7n8RUDDsBjJJm3ifTPl8nXnvmIWNim2pWLZC1lJFqXXIOTzSRXWqVJxewab/8QOS6DdWqqDugyOLcf8i6H8ZWn8JJeeCqxKyZxVLrqeJ2K43sCIh9EApNiqmXodb2o4x0EkmHMa0vCQ7W5GNdqxMjlBJO5IeRAtVj2QVZZWac6vY+rWZhOr2IWGjRp4l0hwgMLMUJbr9sGZdR1ojtPy1icUrOsioi5Ed5ejBMlAcyEBodgjXoIvIvghVy8po2j6TutN6wGgj2j6TgLsVrWz+0XvRTnBsyybeJbLIe/6wh97tvZQtLKP1eVEqH6hzk+xPMfeM/WRNH1pQJ6uVoXl94wtaxYHsn43dDpKv4fAyw6eQQD4aTPnVGxwcHFcgD/G5z32OaLRYslOkyGFjDI6YY9kWDGwW4snTIG6TpMPvCVZ0cFXlRXJLvg9t58j9Q2OmstEJDLsOIBc/vOcvcmjMDKS7RLZfcQNSPqucn5VczOAXKXLSYMeaaN1ZgbvCT9mCcjq2WIQjC1CMZtKRFEbXm9gtv8JMZ0m5lmMj8eYfqzGzUHN2BdlckFzOi2k5sW0Nd4UH3afjKikMXtaeW0uyP0uf/T7hWl32NmzFTc4wyaaymLIPqq/AKLmMB3/1AkZ4jxj5V2yrmRZyPdtJJvzInhJkVynuWUsor+0m0dlLNtpPqnUritGKhEXv7hhVszpRfX4Ub1X+OiBwV5TT3zsDh9qPlTGQrShy5GUizRFymYy4rkd2HPI6kY6kSQ+mGdi2H28giuQqR/FVI+mFfcbOoBNHqJSGCyrYt2U2qh1GTjVi5xJE9zdjposGnhORjqRFFnnfIE3rmihfXE7D22s482M1LLvBh6/MYNYFDoLBNky5FEmS0ErqkHTvxDstPR9LrUB2lU1u/FORaWHKIrmyspJkcuIvSSKRoLq6sG6+pWV6Zrsda4o9yUWOGpZZmEWO7REC2UyJSDGAo0zMSj4cJE0IZFeN2Fc2Ip5nSBwPlfWlD5FFHqIokqcfKyPeDzU/I1nWRMm1HhD3FV3FixQ5ObBzyGacVDpIYGYZDRc3EGnPsm/HMmQzjB5+AjW1i4zrYjKed2DLHiJdChufdOPwSljySLmlrMq4y9xUnlaJ6lDRPYXXhoqlFVg5m67WM/jEuxaSi2dI9qfIRDMYiSzpwTTJcIq4UcKD6zWykX2ieqnocn3EWKaFZrZg2i5Ufxnu2jpcM89Dd2SJd0QxBgaRLZFMyiVztK3fiKZnwVGJGqwGWRnel+oLkdXnk4q7sPtfI5fJoRl7Id7EwL4BwnvDxNq6SbVsxBxsHPd4bMsm2holM9CHU9mHYbhRvBXooZJxDaMcQR/+uhKikVpcrkGMRBwtsxMraxLZvRvbOkhb1ilMeiCNbdvsenIXsY4YladX4nW34XaGCVTZzLnIyYxzHXhc3UiuMmxJw1lWGBQZQ2gZ2cobkd2THP90ijLdPclTFsmf+9znuO2220ilxg4XT6VS/P3f/z3/8i//UnD72972tqk+3XHFfffdx5VXXglArCPGQOMA6Yj4UhQpMmWsLMR2CRELIoscfhOSzWJu7tDIJ8/syY9/GkLOi2RFA2f1iHHXwKbC55+sYUu2mGWYdsyMMFFT8uXWsi7M2bSguK8okosUOTnIpchkPbiCOq7yILXn1hJo8LHnlQoS2bnktJmkvFdjaiLRYJkW6x+uEw7WTg3d42Leu+dx2t+cxrJPLmPR+xdRMrdkTBYZwFXiwlPloX+/l5svn40qydiSIgSX90py2gxsyyaXMbHRsWNNouS7KJKPGCOWwufvQdF1tJJqXBVlSM4Q0cFSrHScdI8IUg82DbJ/7W6c5lZigyEkbxWat7AnXPOHKF9cxZ/+7z14XS1kOveSTWXRUy+BmcDMmqQH08Q7Y4S37ya2f9eYNWm8K04unWbfE6/QsLiDHH4kVzmOQLBAkA+h+3Rkpx9XZRnJmBsr2omS2g2WQS7Ww2DjJIPqpxC2ZZOOpBnYO0Dz+mbKF5fj9GWRpQPHdZk4HAPYehmypxLVqR68QlBxIrtCKIcz/ukU5Morr+S+++6btv1NuSf5pZdeYs2aNdTV1XHuuedSWSlmrHV3d/Pqq69SUVGBbdv86U9/Gn5MJHIQx9wTFMu0SIVTpMIpZEXGGXLiCrnQffpwX1CRIofENMTMSiszcltsn8j4JlrAv3Dkdu+sSTlba5rGrbfeiqZpYOdHCekl4KkX+wyeJlyzjQigC1F+MMOu0dhZIdyKEc3pw8qI3nDNL4SyrIvSekepuC9XFMlFipwUmCkG+0J4yxXcZV4C9QEqTq+mae1emlsuYsayDLZlk01kMBIGnbu87H/ZwdIPuHln67uYccEM/PVjzUNdpWNFsubWCM0K0bc/iiW5yOmzyDkWi1YOwFDLyeXmY2VfxJY0MPogtldce7LxQlPHIodFz+Zmair6yUaWoJfUIEkSeiBIWq7CoUdJdbcS7bVJdkfQMttwOcJkDD+uklokrVAwSYrOjHfU8OIDDTTtX8aMWZvpbPXhqbVx8SRZx1JyjoXC4NO2SXc2kolLBObOQnNr5DI54l1xzIH9NG7o5fLrOrDkEmRP1ZhS6yEUTUHxBKg5u4r922ZRv6SXWFsFLtcecq4lZHpbGJBUgjODSHJxvQui1NrKWex6fBfx7jgzV8xE1/ooW1RGsj9JsjcJNvjcLUgS2LIfPVQDyMKocyJkB4q3BNlZcnimrUWOiCmL5B//+MfDPz/99NNj7h8YGGDXrl0Ft53sotEyLZJ9SZJ9SWRVxhVy4SpxoXsPszS2yKmFmRZl1aN7gW0bBt7Mj+voBfcV4nZHqSi/nUQmWdd1br31VvFLNn9SddeLf30vi8yxrMHgFvCcffjHnYsXRfJ0YmbAGABnlYgoD10IneXis1HMJBcpcnJgpulpqcJd7sFX40NWZea8cw5Nz+yjaUsVgeAmTMPEsiRiiTqe/UU9tWdouENV3LjgPCoWVozZpe7RUR1jrwuqQ6ViaQWNf+6nP/1OMBTswRxmLoJtgcOn4wxUkPZciS3/EUtzQHwfxBvBM7Moko+A/jdep7bExnJWC1MmQAsGsavmUlH/Oq3NYSSPh0TjXl7/QwO3/MdfUH1BFH/luKOAKk6r57Srn+UX913Fp+7rozS0mZ7Wc3CXZdE8r+B07yLrPANTnw2ShBVron+7gqe2AiNuQK6f3Y9tpWubQdVn28npZ6AFaw6awdQDJVSdWcnrqxax8OzHifTPgcZX0RYtRDb7Sfd56c+alMwtQVaKJlGpcIpYe4zmZ5upWFKB6pQI1UmULxamarlUjkRbE/7sNiwlhKwqaMFa8X4fTCMpThRnCJxjv/tFjh5TFsmVlZV0dnYeesNRHNijfKJy9913c+211w6XXI+HlbNI9CZI9CZQNGUkw1wUzEVGY2YgumvsDNz4fiGYEk3ipDjkJO2ZJf6f7IzkIaRRIlkLiIVPqkOM+ojuAseSsY8xIsLcK3iGGBV1ILm4EO1FpgcrI8rdVXdeJOfPFXpp3rhrbGtLkSJFjnOSHeCuAaC9vZ3Vq1fTE4XV69O8/2IFT4UHSZIoX1JO2cIQTW/A4nNskskK9m2ZR9sWmdSgyZL3eEhbQeZdVA8I52pZlZEVGVkVVWwTUX1ONdt+uYWW59rHvV+SJUyHjZGSMbQF2PEdSPFGKDkTqJ/4b7NMYRjlqj2sEUSnCsn9G4mrAWR/GapHBBscwRBG8AxqZj/JGy+ZJAY6aN9ZyXV//yxlVZ0MGPORfZXj9qeqviAL31WO3/saP/7KB7ntG/+F37OfSO9s6E0iSRE0Vye4K5EarkF1OJEzjcTaRXY5un0bb/x8gIXL47hcUeKeKvSSGtDGzyQD6MEAnnI/sWQD6aQTr6uTeEQms2cj3vlno2YbMcMD9O1ooHR+JYo+tmz7VMG2bDLRDHvX7CXRk2DWpbPQ9TgVS8rAyqBmG3Fm9+IvH0RPdWARQnVr+TXeIcxYFacIoGvF8bMHY82aNTzxxBPTtr8ph30O5mw9nY85Hhndk9z5RidtL7UN272Ph5k1SfQk6NvVR/fmbiKtERHVK1Ik1TFWIA9lkW1LZHl9o0ut54j/D7fcZjgrWSnEl3sGxPcC0N4d4a57V7EjHOWur/6A9o4eyISh/XEY2AgtvxSumQd+vrNF865pw7ZFL3ounu9Jdo8SySGRSbbS+ZL4IkWKnDCkuyHdS3t7O8uXL6ehoYHH//A0F976//jSn75Lf6wfT4UHh99B/SVz6G80eeZnb+Oxr89l+9M2Tr/MshvcmJRSeVoVzqATV4mLiiUVlC0oo2RuCcGZQZyBg4jks6pJDxqY2aFzuETOdJPKlGLZ2vDi3syYRHPniDGAsd0iUGpM0CaXjUN0OxjhER+NIsPk0jmI7SGd9qJ4S9F8+ZnHuhc7dCaKatKxTSHWp3LjP61n8enPEY4swnZWooVqxu8RDpSiBmqpW5Llog818vPVN+JzN+F1tyBhYts2RtLA6Gsl+sqj9O/pAzOLajRjxxt56b8bUTSbC971PDnLheypRnb6D7qecPgcoHmYf5mTv/7+7bjUVsAm1/0m0TbhYSJbgxDZSv/WXeLvPkVJD6bJpXPsenwXFadVoDpVymZKOAMOnPGn0FOvidcKkM0wllKK6gmMBMYPhqwKMV3sRz4ox01P8pB72BtvvMGaNWvo7e3lm9/8Jm1tbfT19bFs2bIJH3MykYlm6N7UTfembjS3RnBmkMCMAP5aP5IytnRiSDAnehIoujJ8wTvQkbLIKYCZFtniA0k0id7U+F5E88pccbseAkdQ/Hy4mWRZRYwUUoTDdWAxtPyadrOLM+98hfAd/4D5ua/x0Pr1PHrd/2Pj9y6jpkQdOc6eZyGyHSouHin3sdJidu/hmogVGYuVFYEJbBHVV1wjCxdHiXgPcnkH8uLcwyJFTgxsC7AwBvez+hv/x2233cYdd9wBMLxG+q///S+++e1vork0Gi5soPnP27DMDEuu1gjWKUiShGVrZKRSqs+uRpIl/HWHl00KzRLzk5//QRzdq6J5HGieLJoHdI+HtN7NM31/Ji6Z3PPIFu55fzkN8X3iWqS6RMBOC4AeFKaCqS4xrm7Iw8JMA4GJD+AUZLB5ELfegS25cJRUojjyIkhxoAdKyVHKRTdsonSGSU3lqwxE55E06vH7q1Bd47+/qtuFu6KU5k2nUTX3RXR3jt/91/tY8f61VARaaG1cQMaqxluaw6F2E2t+ln37Tqd8STktL/bT+nqGK/5uP25XH5YcQvFViffzIEiyhOINUHF6A3J8O7ZpkehJ46mQ6N28CUlehq/Gh4QFqRZijTKhRQsPus+TldRAisa1jSR7k8y+fDaykqFiiRc5142qJLCGYty2jWyGkd3nIzmFn9Oh3gcgvy4otri9lUx5tWWaJh/72Mc499xz+ed//mceeughQJQTnX/++Xz0ox8lmz3Qze3kJpvM0ru9l71/2svGRzay/y/7Ce8NY2bMcbc3jXyGeWcf3VtEhjkTyxRdsk8VUp2MMcqyctD/Wn4+8psQOnNEFHlnj2w3FWE6FIF012PgIaHO4N7/e10I5Ds+D8uWYd5xB+HbP8e9P91EIpUlkcpiZPOf30yfEMujKY6Cmh6sjPg8yA5RCi9JheXWWJCLis9HkSJFTgxsk3jXIP/7s8f4zaO/Y/ny5QV3r7jsUv76/F8B8FR4CDQEmHPFbBa+00WoXgVJJmOEiCfrqLuwHlmV8VX7ULTDK2nVPTpXrLqC+e9ZSM35DQRnlqC5NYy4QdOeJv79te9y4ceu5smn/siyq67isv+waG/ZI9p+ACOd4MEHf4DRv11UF6UPuHZZ6SN4kU4+MtEMPZtbKansQ/M4Uf2FYxv1QBDc9cxftouaiteIxGeRzM4iODOIGqo+6CggZ0UZlecsJpacQ2ltgjPeHWPnjkt58/m3Ewh0Mnf2WvY/b7PpL3UoZgdO9tL6Qjuv/18/Cy+JUTWjHZ+3G9tZhRqsmZQ40wOlOMsrqJht0tM9B6+zma79fnzu/bS91MbAvpFgf3ag45SslLRMi0wkw+4ndhOaFRJeAPNknH4Hur0fV8CJu8SF7tFQiAMWqq9cJB1kfXLVgYqj6APzFjNlkfz1r3+dJ554grvvvpvf/va3uFyiZ/L888+ntbWVrq4uVq1aNW0HejwxNCc5vDdMJpYZdxvLsBjYN0DjM41s+skm9vxpD307+yYsRRkSzP27++ne3M1g86AYK1WcQ3dyYqZFmdqB9Dwnbo/vEyW4vnkj9w31I8PhZ5IB1Hzfkaeeh/+wm0v+dYCfvJTBXH5p4aGtuIxH1rdzyd89ySV/9yQP/2H3yJ2Z/sIxUcVRUNODmRGO48pQ2ZVUmElGEm6z9vgBtyJFihyHWDms9rW87+J38P6rV7B+/fqCu9etW8fyFcsBMapJ0RRC8+uxbJVMNkgsMZNMroyyRVVi4e1U8VQeoixzHBRdITgriKvERaA+QNmiMmrOqaH2olq21GzhC//6BT5/1+dZtmwZd3z+83zmji/xrSdTwq8ilyabzfHgj39HNpujQBxnBqBjDUa0gwcffBDDOPXE0YHYtk20LUrf1v2U1/aBFkTxVxeYMqkeP5Z7AW5nL7FkPSlzPsFZQRRdQfFUHrT0VvWF8FZ58Z92CVnTj+4yqVs0SM1SiZRyGgOJpbzj+g2UhJr47X1ns/Exi71rB9GcOc6+fAtloe1Imo7lXojiOXQmGcARCuEMOMlSiuovoXZOBzvX+0j2pSkPvUH35hZ6topxVpJtEG/tOPIX8gQjPZgmHUnTvambknklSDLULHGClcGpCv8miSxarhln9jVwlCEpyuT6kYdQnMVM8iE4buYk/+QnP+HRRx/l3nvv5frrr0dRRiKbFRUVPPLII/zkJz+ZloM83hjqSX7tv1/jqc8+xa7Hd9G1sYvUQGrcLLBt2kRbojRvaGbzTzaz58k99G7rJZsYP9Nu5YRLdnhvmK5NXQzsHyAVTmGZxX7Ek4bUOKZ3g1vFnOThLPKykSyyFgTnKJOsqYjkIcMHzcfN7z2PDf/9Xj52HijrninYTFn3DDctr2XDf13Dhv+6hpuvnl+4n3jTyM/TmElub2/nrpUr2dHTw10rV9LePr7JzEmJlYFUu+hNUjyFUWVZF2VWRlEkFylyImGbOWSjBS3yGre89xq+/91vc/83V7Nx40buX72a73/3+9x5552AKGt1l7kpW1hOPDUDS6+h+px6TvvIaTRc3ABAoD4w5Skh/lr/GPfhZ3Y/w8vtL7Pi0hUFt6+49DLW7fGJYG3nn2Bgk/DOGFrf5OLQvQFafwOJJrKxNh588MFTrnpwPFL9KbKJGH0bd+P2JbAcVSjeYOFGqgez/FJi1jmkWESgIYCsyNiSjhKsO+goIM0vgqaeSh/OBVchSaOrCiQMs4S+yBm8/er1fOyep/CXpUj2ZbjkQ9sJBppxOQcwPO9AdbvF5AT1IGOHhp7T4xDXJs8MLFsjkanlipvW8ucfLiEVjlNT/gLxxj20v9aObdpkBzvJRMdPIJ3oWKY17t+WHkiz8/c7kVUZb7WXioU6ulfGIbWgmV3Q9Wdo+j8Y3ASuaqSqy8T6Ti8T1/zJoLiLBnmH4LjpSe7p6eHSSy+d8P6ampppn4vc19fH7bffzssvv0xjY+OkH/fBD36Ql19+maampjH3vfrqq/zLv/wL8XicZDJJRUUFP/3pTykrKzvkfq9YdQX+Bj87fr2DwZZBOt/oRPfoBBoCBBoCeKu9Y2bH2ZZNtD1KtD1Ky/MteCo8hGaFCM4K4vCPjRDZlk1qIEVqICVm7Pl0nEEnzqDzsEuuihwnjJdFTnVC34vi5/h+IYZ8o8Spd1QWGXlcU49DovkACbDRg7PQibHyw6fz6BfuJWzbmJdejrLuGUq+/Q1Wfu8yPK4Jyn8SjRA6Pf+3pEZGSR0B7e3tnLl8OeHbbsN8/HHRG718ORs3bKCmpuaI9n1CYGVEj9+Bpl0gSutVtyi3LorkIkVOGKz2NdhGCo2dVLnLeOyBr/H9765k9df/k8tOO5c1j68pOL+5y93Eu+MsfO9iXGWuAkHsDDrHXSNMFt2nM/uK2cQ6YiR6EiR7k1w2/zI6k52sW7uuwEdm7TPP8I5Ffuz4fqR0jwjgGQPQ/DMI1UGyvdBwMtPPmNahUxDLtIh1xJDSXWT7msikXcihanTvAT3GihutdA6Gfz6+oBiPaiNB9TvRg1UHvb7rPg+2Xo5k9OAsr8XmAjJNL2DmRpIoGSNE3+BSGhpeR79Ownh3AKceJuTfS9pzOZLDgxasnrRTsiRJqL4gnlmnkd2xmWiigdr65znn3TtZ899LuPxTO6iof41oOEzvDpWKpTKx9jAO/8kx0WaIbCrLwP4BcukcmlvDW+XFFXINC+d9T+8To7BUmZrTHEAal9oI7c+Ady7UvU/09Q+hh0DRJj9m7SAu5EWODlMWyaqq0tfXN6GYbGlpmfJBjcfWrVu5/fbbWbJkyWH17K5du5ann36aQGCsqcSOHTu48cYb+eMf/8iiRYuwLIsbb7yRZHLy80hdIRdli8ooW1SGlbOItkeJtERoWt+ElbPw1/mFkVedH9V5wMttQ6I7QaI7QdtLbbhKXYRmCsHsKh0b3bNt4UCZiWaItETQPSOCecy+ixy/HJhFzsah888igzxeLzIU9iOPPskeDpIsSqtyMTEKanAztQ1z2PgvG7n3Lw/wyDdXcdPyWlZ+7zJqyg8S2Ux3i/nNqhuw87N9D392n2EYw5mHe1evFgI5b2pjLltG2La5d/VqVt1zD5qmoesncQTVzEC6Z9T4p1FBB0kV75sRG+uEXqRIkeMW+bW/RUm4SDsuQpdeosJ7FV+6NMczL6b57I230jCnoWB71aGO61ItyRKB+iMzxtLc2nAAH0QAPh1OEzw3yN/+x99i2zaXXnYpz/z5Gb799W/y+H+8DzLfzwvgvJgy05BoFj9bhgjopjqhur7ovA/Eu+KYmQR9m/bgdnRjZD1owXIk7YD1nOJA9wcwdD+SKVqW5MqLcM+YP+585NHIqkxw0SKiWwexTQOp7CwC7jgk2zDTBrlMjlzaJJOuYTCWobLkDXoHzqC8ZBMZ59nYWjlOrwMcFZMzi8qjB0pwBl3oC9+OsfdpkqlKzn3nyxiGhz8/uJhLP7GTqjl7iXQp5OZcgRTtIj0Ywhk8OdyYUwMpBpsGh1sgs0khmGPOGLpHZ6B5gPCeMIvet4hAgweHM4OuRdBiW0BSoPT8sXOQHRWAdNAe9AKKpp1vOVN+xa+66ipuvPFGmpubx9z32muvceONN3L11Vcf0cGNpqysjDVr1nDuuedO+jHZbJYvfelLfPGLXxz3/i9/+ct8+MMfZtGiRQDIssxvfvMbGhoaxt1+iKGe5AORVZngjCAzLp7B0r9Zytx3z8URcNC9uZvN/7eZ3U/upntzN+nB8U0uUv0pOl7vYPtvtrPl51sOOVrKSBhE26P0bOuhZ2sP0bYoRqLYE3Rcc2AW2cpB19MjIzTijUIIje5F1vzgHBWMOpLZxEORY1eVEF+SRM3sZay6ppdFPpNVnzr94AIZRMnd6JLrTP+UDuXhhx/mkksu4ZJLLuEnv/kN5gGmNuaKFTzym99wySWX8PDDD0/pOU4YrIz4XChD5dajAgKSIt43M17MJBcpcqJgmUi5KA41DNHNpHojOOIbcOk9gIKrPIg2TrWOu3xkwSzJEq4SF6XzSo94/qzmLnwuSZZwlblYeO5CfvvD37J7027ec+17eOa/nuEW1yfQswsxnfOh7XfQ+qgosU60iixy9zpROhrZLkRzfDeneiZ5yFfGjnbw5s86qZ7TjaS5UTwl447tkTQPsls4G8ulS3DPPkfcMQnBpHtd+BcsFpWKkkLGs4JM6QexK9+JVrMMb30VJXNL0arPJKvMoKrsNXJqA6ZzHppXQ9acEFh0WCLZERLrDjm4AP+sOuLp2XhdHZx9+UbOfU8Tz/zPItp2BPE4W+jb2Ytshol1nPieJUM95gP7B8b1CMqlcyT7k+z4zQ5cJS6cQSfl85yAjVtvFi10/gVjBTLkRzq5x7+vyJQ4bnqS77vvPvbs2cOcOXNYsGAB4XCY888/n7q6Os4//3y6u7u59957p+1Aq6qqcDgOr9To/vvv5wMf+MC45Zq2bfPUU0/h8/m48cYbufDCC7nuuuvYuHHjIfc7ek7yREiShKfcQ805NSx63yKWfmgpodkhYh0xdvx2B9t+tY22l9qIdcbG/eIZUYPuTd3semwXW/5vC83PNhNpiWDnxr8Q5TI54t1x4ZS9ueiUfVySSwgRPJqBTZDuFT9bWRh4DYLLhDAaYrRglvUjGyY/VK4jq2IUFOSz1LYQapPAyJo8+ONfYxj5/jMzCbnDn5N58803s2HDBjZs2MDHbrgB5QBTG2XdOm664QY2bNjAzTfffNj7P2GwckL8ZiOjMsmjRbIqTNdyiaJILlLkRCE7CMBzT11B0LsfM9pKorUJlzsBsoK3ZvxgpzMgxkIGZwSpPL2S0KwQuvfIq2gUTREzb8ehqryKL9z6BUK+EJ/78Oew23V69+VIua/AnvkxKMkLuP6XoXutEH2112HVXI+llWAn2k75THKiN4GdS9G8YRstr2aYc0YzluxH8ZaCPE42VXWj+CtRgvW45l426vbJ9afqoSr8s2pGBJasY+oNZN3nk/Zfh6lWImsKpv880q4LyXnPRXWqaE4Nqi4Tpb6HyFoXHq4TSXeBJGP5TsNTX084fiZlwW2cc+lLvP3GPWz4yQJ6GzXSHXsxonFy8X5S4RN7hna8M068W3iv2LZN96Zudjy6g/7d/dimPXx78/pmSueVojpVgtUKmktCS24VQSXfgvF37iifvGlXkUlx3PQk19TU8Nprr3H33Xfz6KOPYhgGr776KoFAgE9+8pPcd999lJeXT9uBHi7t7e38+te/5oUXXuCnP/3pmPv7+vqIRqOsWrWKZ599liVLlvCjH/2It7/97ezcuZP6+vpJPU/d+XXIikykJUKkLYJljH+h0L065YvLKV9cjpk1ibXFiLREaHymEduy8df7RSlUfWBMxDibzNK3o4++HX3IukygPkBwRpBAQwDFMTa6PHoWs6zKOPyO4X6mA407irwFmJmRnq7R5BLCxAFEdrb3OZFF9I86oSoOCJ428rt+BFlkECdkSc1nq+dAskWU8ASWQO416H8FfEEhyrSAEOQHRDmzOYsHf/USH/lEAn2o9NsIg1o77lMahsHDDz/MzTffXFAyrev68O8r77qLR5cvF73RK1agrFtHyQMPsHLDBjyek/wiYmWEUM7GR/UkjzbuUkEPiIttbvKtIEWKFDl22Ol+TEPh1T8tJZfKccl719LVvZSE5kLRFfTAxP2FoVmho3JMpfNLyWVypAfSpAZSZJNjjbbqLqhjc3AzndtyxN9eSXd/O9/5fT89qQB3P1HF379/HtWaCztuY9spdPzY6V5GhsCeeti2Tao/hdHTxMZf9lG3NIHXFyGlzhaziMfrMVbcOCrmIqmnjdyv+iffnwroZXMJZBNEWiMjpmqQzy4vx5FYi5LrxdRnISsSukeD0vPAU5/PYB7eelDzhTD6U+T0OajaFhw18+ltd1HqeY1zLkmQiqq8+tgsLvu7Fnq3z6bmgjKi7SGx9lRPvLVnNpUl3hUf/rlpfRPRFjHdo2ldEx2vdFBxWgW5dI54V5xZl82iZE4JspTA4+6C7m3grhtfCMuamFxRFMnHNUf0qa2srORHP/oR4XCYrq4uOjs7CYfD/PCHPzymAhng85//PF/96lfRtPENhTIZkTW79tprWbJkCQB/+7d/S0lJCf/7v/876edRXSqlC0qZ/c7ZLLtpGfOvnk/F0gp0/8SRX0UT4xhmXDKD0z5yGnOvnIvu1ena2MWmRzax5w976NnSM66D3vBoqbX50VJP7qF3ay/Z+MRO2alwioH9A3Rv6ia8N0yyL4mVO3UvaG8ZtiXG+kS2jRXIAP2viuwxiJKcVDtUXlp44QotK5yLdySl1kMMZZO9c0ZO0P4FI46ayTaRMWj7LfQ+O0GGwBYCe4jxxlnlyWazh3Q+ra2tZeOGDdzS1ob7uuu4pa3t1DHtMjOimsBMivK3MeXWsoj6WxmxTZEiRY57Mv2dpBIu3n37Tnq7ZrLp2dOpqthCJBxCUlV07+TF0HSiOlS8VV7KF5VTeVolJXNK8Nf6cZW4kGQJZ9BJxekVdO8y2bkTrrr7OWZfeBOPP/kUsy68iSv+8VnaR7WBtQ64+Nf/66anP8LKU20qQR4jZmBmEuz8/TbCjTkuuG4TqpoCZwWqv3L8B6keJGfJiLu0pIB35uE9sepCL6mlbH4pwVkh/PV+YSZV6sJZ4keqeReytxLFoaD7HEj+eWJNAYclxofw1NaLJI6kkHMuQVZk3LX19MQuRFMTLL/uSRTFoHMbJDu7McK9mJkUA43jrH9OACLNEWzbJtYuKkCjLVHMrDn82TcSBm0vtfHGj97AXy98h0rm+dCcFlp6d77UeuH4O/c0iATEYZS8F3nrOSK3p7a2Nrq6upAkiaqqKmprx88kvdWsXbsW27a5/PLLJ9wmFAohSdKYRXhdXd24fdajufvuu4czYBeddRFvW/Q2ACRFwlfnw1fno/7t9aQGUkSaI0RaIiS6E+OWVUuShKfSg6fSQ+25tWRimeHHtL/SjsPvIDBDmG14KjwFbtm2WeiU7S53E5wZJDhTzEM8ENu2SUfELDepRULzaLhCLpyholP2tGOZEN878YikdB/E8vOHM/3C2brqisLyJ9UDgaWjfvdOzyB51S9Eu6yI/fe/LC7QiktEmYf65HIJ6HxK/Ku6vFC4gQgAkHe5tgwxM/kI3BdrampYdc89vLphA6vuuefkzyAPYWUgvicvhkuE2+WBr7VeKsR0tiiSixQ5Ecj0dZJJuIgZizn/vRtp2zGbruZuUnE/H37nObiDky91PVooujJcuSb5JFSniqIrzL1yLk/fvZ8fPPECt9/xj9xx5+cBWLZsGbZt8Z3Hf8JXPrqYvkiGd93bye13fonHv3wZ69evZ/ny5Ww4VQKceZJ9SWKNzWx7bJBFlwxSU7OTdLYcpXoG0kQjlhSHuO4OtdC4G6Y2JcJVg2SE0ZwSY5f0Xqh8H3Q8CUhQcYm4WdLAOYF4PwiqL0RwXj2x5g4Mex5qehuyksJXX0lvywWUel7hmk8/za9Wv5fLPtNKz9YyasvCZKI6sc4YvuoTx5050ZPASBgM7B9g/1/2Y5s23Zu76XyjE4fPQfnS8mEn6/CeMLXn1+IMOvGW2Ti9WWh7Q2T33fmqVNkB7lrxu6dOrOckrTjSaZpYs2bNsFfUdM5rP2yRnEgkWLVqFT/60Y/GRAzr6uq45ZZbuPPOO4/pAvdPf/oTTU1NLM8bAXV1ddHV1cXy5cs5++yzWb16NR6Ph8WLF9PV1VXw2N7e3kOWWt933334/aIvNNIaIdGTGHc7V8iFK+SialkVuXSOaJtwvo62Rsmlx3epdfgcVCytoGJpBaZhDj9m39P7kCRpuCzbX+cfU5ad7E2S7E3S8WoHjoBjWDB7Kj1jZivato0RNzDiBpHWCLpXx1UijvdELIs5rrByENtz8Kxf34viBGoZ0P0MBE8XJ9DRhM4UpbZDOA49lmxSjO5pDiwSbtqMk+VVPVB7LXQ9A+1PQPVVhaVByTbxtw4dY6a/OKJgKlgGxPbly9s9gDR2seQoF9sVM8lFipwQZAd6MDIubGc1/ZEs9Us2E48vxRG0ufnqj+LyHHo+7bHAVeKi/oJ6tnm28dL+7XxpxaqC+1dcejn3r15FqVbJ/h6T2+/40gEi2ub+++/nG9/4xrE4/Lccy7RIR9Js++U2zKzF2Ve8idfTRlx7J5ozJMTRRChuMW1CD4nS26kgKxA6Q1SlWYb430znp2hYoDqh5mohxmUVkIQPyRTHNsreegL1CRJ9KoaxED31JrIiE2goId4+j7qZb+INpWh9wyS0OEaqow1HQxWxDuECfSRjzN4qTMMk2i7W6S3PtZDsTdL8bDO2aTP3XXMxYgY9W3voeKUDf4Mf0zAJNAQomVeCQhKH0guxnWKMpySLjHHD+8euj4ql1tPGlVdeOewVFY1G+f73vz8t+z0skdzW1sZVV13F9u3bAZg1axaVlZVYlkVPTw9NTU3867/+K7/85S956qmn3tLM8ne/+11eeOEFfv7zn485OT/88MN8+ctfZv0BxkB33nkn//AP/0B7ezu1tbU8/fTTdHZ28vGPf3zSz+up8CCrMunB9Lj9PUOoTpWSuSWUzC3Btm0S3QkhmFuiJPvHX/gqukJodojQ7BC2ZZPoSRBpjtD5eidN65rwVnuHs8wHGnJkIhm6N3XTvakbza0JwTwriK/ah6SMddIbEszR1ii6V8cZchYF81SwsnmBfBCzingTpDpG+pBVrxDEo9H8B5Tp5EtupwNFF0YiVlpEs/0LIPHG+NvKOlRfKY6z7TEhlMmf6O0cJFtHZjgbA2A3FMcUHC5mBhJNQiQfOP5pCEeJWABNVJlQpEiR44pctAfDcDFjxWwiLSXEmmP4vI3YkhN3zfE3P1bTNG699Vb8lX4GI4Ncc941RLaEWb927ZgZym+vX8pgj49ntr3InatXF+xnxYoV3HLLLW/x0R87UuEU8a4wO/8U5tz3dlMW2k3GrEUJlqF4Ssd1th5GdQtB6z74RJVJIWuF1w7VA/F9QhyPzma766ZUal2wXy2IpwxU/VyMXa3IuT5kRcZZMxsrso3LP/Y8v/7GlbxjYQ89m13UVS5AcvgYaBygfFH5ETu1H20iLRFsy6b5r800P9tMz5YeKk+vpOrMKuHrUw0l80pIdCXo2dZDxWkVyKpM6bxSHJ525PhuUWnXcL7Yoat+/ARCUSQf90xaJFuWxfve9z6am5v52te+xic/+ckxM5J7enp46KGHuO+++3jf+97HSy+9NCaDOVVSqRTvete7CrLCN9xwA7fffjsg5jLv3LlzzOOuueYa9u7dO/yY22+/nRtuuAEQPcgDAwNcccUVlJSUoKoqf/nLX5g1a9akj0t1qPiqffiqfZhZk0wkQzqSJhPNjFteDaLE2lvlxVvlpfa8WrLxLIOtg0RbROm0lR3bAyrJox5zfq2YldwcIdIUoe3FNpwhJ4EGYejlLncXvO7ZZJbe7b30bu9FcShiu5lBAvUBZK1Q0Ni2TSaWEWXfLREcPsfwLObj/cQ2FSYylZoSVhaiuw7uEm2Z0PeS+Dm+T4jluveNFZYlZxeafeih6RWfmg8y+VFkwdOga+PE20oylF8M4VehZx2UXjtyX7xxRCRjgTE49Yj4qYqVEaZcWkD0I0sTieR8T7KZPvjCq0iRIsccK95H1nDi1TVK55WSqbwKY/fvkGXQjlE/8sHQdZ1bb70VgKQnycJrFrJs3Vnc/5+rsSybSy+/jLV/eYZvfeObfOXcT+DVPDSVDLDuABG9bt264Sq+U4FUf4rN//Ma3jKbReduwu3qJum5BgmEs/XBztWKGzy+woqx6ULziUxmbI8IaINo53FWHPm+3bUQieDwe2D+9Ri7f4+c60VWFbL6fBpm76Zy1gW0vAJ1b8vQ9tct1F12AVbOYmD/AKULSqdNG0w3qXCKdCRNpCXCjl/vYLBxkAXXLcBdWtgeIUkS3mov3mrxXfZV+9C94PLJsHO9GLM5VLUXWDT+kxVF8nHPpL+Zv/zlL9mzZw8vvvgiS5cuHXebiooK7r77bt797nezfPlyfvnLX/KhD31oWg7U5XKNyQSPZqLSnieffPKg+/3CF77AF77whcM6lrvvvptrr712zBgoRVNwl7lxl7lFOXPMID0oeoBNY+LRLZpXo3xROeWLyrFNm3hnnMHWQSLNETKR8QWXw++g4rQK4ayXyZdyN0fY+9ReJFkiUB8gMCOAr9ZX0G9sZkzCe8KE94SRVRlfrW+4LFt1jv04DAvm1giaW8MZFBnm8bY9ERkylfrIRz5y5CI51XXoMUqDm8WoH8sQvcClbxs7hkEPFY59gukx7BqN5odMfvSU5gPPzINvL0kQOkv0USfbRm5PtIwtuS6K5AkZE5QZKrnP9IgFjeoZv0dJLxEZZ8vIu2AXRXKRIsczVrof03Ri6g2o2WYcfieOM6/HHtiG7juCMX5vAa4SF7Xn1VJTW8uNHR/i8S8/xje+toqFxnw+an2Ynud0+uQcS+2z+cZXVoFtseKyy1m3bh0PPPAAGzZsONZ/wltCLp0jE8/QuL6dRe8YpCSwi4w0B0nziX5vd9nBfUT00NGdkau6RaVYbI+YauGZMT37VZzimmT04wh4seZcR3bf4yi5HmzvXDRzM29//yZ+87V3ULkkjm130PFKO7Xn12EkDCItEYIzgtNzLNNIojdBtDWKaZjs+v0uujZ1seDacQSyIg2PfxqiZF4JqpJCVxMQ2TwyNk3zCpOuMUhFkXwUWLNmDU888cS07W/SSudXv/oV//Zv/zahQB7NsmXLWLlyJb/4xS+mTSQfT4zuSZ4ISZJw+B3CeIuAOJlGRZbZiBsTZ5lHm39dUE96MD1s5BXvio/7ONWhUjKnhJI5JdiWTbw7TqRZGH8ZcQNfjU+Ml2oIFMxbtHKW2HdzhJa/tuCp9AwL5vH6RrLJLNlkllhHDNWhDmeYp2OG4wmPbYHRf/Btwm8IR+uhn7WAcJg+kNLzCi+csmP6e31VHyAB+c/T6DFTEyGrwugrvGXkNisD0Z0QzJ8XcjGRUZ9iv9PJzpigzND4JyOcL7d2jzXtAmHcZWXECKhcDJim/vQiRYocFSQjjGk7CcyqJ9FuQqIVFCdS2dnHZSZ5NK4SF5pL45z/dw6R5nm8LXc2//TkP3PXR9+Pz2lh2yqm6cC0ZmD/7GY2PfojvvXN/+SGay85pUy7kv1JOl5uJR3NsvT8N3E6IqR8K5AkCT3gP3TW9q3IpirOkTm901mN5qrJT7WwcZX4sHLXYDb/ESXXRU6bSd2Mvcw+azF7NgRY9G4PfVsacYZclM4vJdmXRHNreMqPD5Fo2zaR5shw62PbS23sXbOX8sXluMtHBLK32kvNOTW4Slz07+qnZ3sPRtRAVmVCs0O4/IPQ/wLkUiOJB9/C8V93xVVsTTsKXHnllVxwwQVvfU/y66+/zg9+8INJ7/ijH/0o3/rWt6ZyTCclqlNFdap4KjzYVr6kOZohE8mQy4xv4gUMC9HKMyoxM3kjr1YhmnOpsY+TZGm4/LvubXVCZLdEGNg3QOsLrbhKXMN9zO6ykbJs2xIZ7HhnnLYX23CVuEacsstcY0pjcpkc8W4xZF3RFByBkVnMx2sZzVHFGBxxqTwQ24Ke5yC6Q/yeCUN0O9S9d+xFMnja2DEQjqMwTk1WRBRzqMfVUTY5YRtYLEqzrVGR1cFN4F+ULw+3IbZXiHrVI8qHi0yMmS+1NtMjPcnjllvnKwmyg8W+5CJFTgBkcxCbclxlblyli4nvz5Hu6UJxaEjq8R1YllUZh99BydwSIs0RLFvDtlVSqWrsXGEVS2V5NWeXX8DWzh9zz+1X4qmahnLeE4RUOMWO326mYp5EVcWbGNpikB1oHhW57Lwj6/2dTo6Gg7Kii7VJpgcAT0WAmPkurNYnyTkX4Mmu4Zxr9vKH75zNng1pZlwUpfnZZhx+B94qL9HWKKpTHeOn81ZjZk0G9g1gJIQjcqwzxo5Hd5BNZKk+W3gHeCo91J5Ti69uJFlReUYlFadXEG2Jkh5Mo+gKLm8OWl4CV7VwLpdkCOS9ZWRHfkKJSwTDlWPvbl/k0ExaJGcyGSoqJn/yq6ysnFYb7uMW2z7saKAkSzgDTpwBJ9RTmGWOGcMz2A5EcSiE5oQIzQlh2zbJniSRlkhBBOxAhkX26ZUjDtvNEfZs2YOiKcMZZl+tr8CkKxVOkQqn6HyjE92jC2E9I4C/xo+kFv69ZtYk2Zck2ZdEVsTF1Rl04gg4hMnBqcBQ6fKBmFno+svITGHbhr4XwL9YlCuNxl0HZW8rvE12TE8P0XhowULBpbjFif1gyLowFDNH9f9n46Kca+hiYCYLXZhTOYYz1keCaZx84xKsjJilKDtFWd5E5daqT5TLZfKl+ifja1GkyEmEIkVBrRdBYwl8s5fi9NlkkxO3Xh1PuEpcBGcExbpgYk9S3CVuOvaWAhakuoVppXzyTznIRDNiTu7L3bzr0xtRtQxp9yJkTUbzV4rroXySt8W4qkXg1hJrfV91kFjiLOzeXiy1hPLKFi6/xckfvnMWDm+Y4KJK9j29j0XXL0L36Qzsf+uMvGzbHk5K2aaNZVrYpk0mmsHMiu9krC3Gzsd20v5yO7Mvn42iKZQvLqfh4vGN1SRJGl4b6y4bVTUhsg1cedNiz4x8SbUk1k1Ho/e8yFFl0u+Yohz+h3gqjzkRKOhJNpNH3FcwJssczQyL5ol6mUfPV645t2bY/CvSHCHWHsPKjTX/Gu2wbZkW8a44kZYIrS+2kk1m8df6h7PMmnskm2UkjGHjL1mTh/udAw2BMb3JlmmRGkiRGkiJkiOfPmL8dbLOYjbT42f3cnHofBrSowR0fJ/oSa6+onBbLSBmER9YfuOuO3olWY5SYRxG/rMi6zDzoyD1Q6JZCPvcOMEX/xKwtoj+Y1eVuG1go+h9Gu9Yh0ZTHAnGoDgm/4KTqx/XzIjxT3pA/K56xi+3VjQRfc5FxO+5GCjT3KdepEiRaUNTYoVrA1lBK12A5u05dgd1GDiDTlSnyryr55GIJ3A+52Th9Qvx+rwYcYP0QJr0QJqckWPzb1xQIWEn9uWrYk4ukWwaJrHOGLIqIysysiqTGkix9097kGWbWfM3kVNmgaTi8Dqg/AJxLT+ZrlXjIavCPyW6a9gczN0wn9TAS2T1+fi9m/CVNHDxTe2s+1Ed6J0E59Swb80+FlwnSsDD+8KULShDkqe+zjGzJpGWCGbGHE7Q6B5xHc1lcsNJnPHWxUN0beyi/ZV2Gtc2EpwRxF/nR3Nr1J43dkqPJEtjWh9dgZzwpUl1QMm54kb/YvG/HioK5LeIY9aTnEwm+clPfjJhlnM8UqmDjME5gSnoSc7GprX5XpKlYVEZIEA2lR12zM4mshO+/gXmXzmbWGeMSHOEwdZBjOhYgSIrMv5aP/5a/0hZdnOE/t39tDzXgrvUPRwhc5WMlFtbWeFOOLB/QDhuV3tFWfaMILqvcHFv2yOCP9ISQfeMCOaTxfgLgEzf2NtSnSKDPFpkWgb0vyTMukYLIVkXo5UONPhQvaAHj8ohi+dVhcnW6OOXVdFL450pst6x3dDz18JSctUpLv6DWyCYF8nZiAgA+OaO/1yWCeke8EzeOX4Y2xJmYXZ+/rRvASj69DqTj8aIiEXeW9EvZGWE+ZkWyJdjuccvt5ZU8XnIRsXvufj0m7kVKVJk2tAdCRR3oPBG1QVy3bE5oMNkaC1imRZySkbWZFwlLhwu4bXiqxFCuPy0cl778WtYtoodbRYi+SQj2S9E1oHsfmIHlYtkfN52DNfFaC4N2T9TBLfh5BfJkO95nifWCraJoquoVcswW8M40q/j80eomdXGadfOYfNj3cx2iBL0pvVNzLp8Ftlklr5dfbjL3FMaO5oKp4i0RoYFcDaVJdYZQ9EUFF0ZLqOeCCtr0bS+iYH9A4T3hYl3xVn8ASFu6y6oQ3GI5I6sysPGvIqmkOxLkuhNkEvnkGRJlFrvf060rekhcU135wX20WiZKzIux6wnORqNcvPNN096x7Ztnxq9qVZWNOmPnkM3jWguDc2l4a3yYpnWcB/z6BKRA5FUCX+9H3+9n3qE+Ve0NSrMvzrjWGZhNC1n5djQtYHLTruMqmVVZFPZ4e27N3ej6Pmy7BkBfNUjZdm2ZRNrjxFrj9H6fKsQ1jPFeCl32dh+CyNhYCQMou3RqRt/WWbhaKRjjW2LjOpoBreKMU+jheVQmbUWLDTrkiSovAwcwbH7dtcfjSMuxFExvsgHcWz+BUKodz5dKPgVt8g0G4MjQn5g48QiGSDZAYHKsW7eh2K0a7hliIuxf+H0OpOPJtMH6W7xtxxtoWxmIJUf/6QHAWn83nBJESXX2Zj4PVvsS36rOWpBmSInHbZl4XQlUYPjGOwdT9evQ+AqdU3YyjWEMyC8SMychp3pEWZOnrfg2vUWkh4YK/wzkQw9W/q54rZmJMkErQLN4xBBcBDn7FNBJIO4pnvniiA2Fs6a00j1vEI2Mwe/v51ksoS6hb1kEpXs+st+FrxHZJFdb7ioPruabDJLpCVCtDWKw+/AVeLCGXIeVENYOYtIS4TUwPjJODNrjlkjJ/uSYu1smMP/BvYPkAqn6NrYRffGbmaumInm0vDX+SmZW4KiK/jr/DiDhcfjqfDgqfCQjqTJpXPIVi/0vyIMzSRJlNtLkuhBPl5604scNpMWyX6/n29/+9uT3rFt29x5551TOqjjnTEjoHKxoyaSRyMrMq6QC1dIPFc2mRUzmSOZg0bLhsRoxWkVWFmLaLvoS460RsgmspiWydM7n2b53OVoihDlpfNLKZ1fKsqyO4VbdutzreTSOTE2akYQf4MfzTWyoE/2J0n2J+l8vRPdK/qYgzOC+Gp8SMokjb98joOX3RhhcB5HUbns4MgMQisnsq6x3YXb2Db0/lX0a9VeXViS7F8M3nH6XfTSwxeTU0F1geoHDlL14ayE+uuhY82IoJZkMR95cDNUvEPclumHeDN4JxozYYu5yoFFkxefZkYI1tFYGfEaH62MjGWINorobhEhP5qLWssQ/ezuWhFAkdTxS9YlVYztMgbF54x04eitIkedoxaUKXLSkRnox6laOEurjvWhHBEOnwNFV9BtnY/d+DHcATdOlxMjbhQE20saSri2Yg66OSCqqEJnHMOjnl6yqSypgRSxzhjeSu9wK9r2X2/HHZKZMXszplqF6taRgktGAt7O6lPLvVjzgm+OMO5UNPSa08mke3FlniBQfw7pTBdVi+qI9rnY/+f9LHjvAjpe78BVKkxiQeiGdESMTVU7VHw1PlwlhWtrK2cR746T7E0OfwatnEX7S+2kB9MiQVTnx1UqHmfEDfr39BPeHSY9ODbYkUvnaFrXRCaaYf6183GXuZEVmYaLxLosODN4UHMxZ8AJ3jQM5id9+OaKAIkv79FSzCK/pRyzcmuXy8XHP/7xw9r5P/3TPx32AZ0IjBkBlYsDb72jo+bW0NwavmofVs4a7mPORDMT9l7ImjzsWm3bNqn+FF17upDXyGIi0IHbKzL+OnHSqbuwTpS2tETo3dlL81+b8ZR7hrPMoyN/Rtygd1svvdsO3cc82vhryNRsSDQXGH/ZthBpRyqSzbQocZ6OC9jofuP+V8cRyJYQyOkuIZDVURFFxTEyS68AeaRM563AWYGW7OfWj1+Ppk1wSlC9UHcddD0DqT3itsBp0P8EBE8fySYPvnkQkQxYaUi2Tn5eY7KN4Z7p0ZgpSDVPbh+Hy1D/tJkQplq++ROK0SPKLlpZ8VkcGv+kB8fvRwYh1LUAGAPis+SuE8E5PXR4z1mkSJGjTrqrA92ScFRVH+tDOWIqT6sE4AvnfGH4tiETpFQ4RTqSpnJhJTOS56HzK3FNPIkCeKlwioF9fbS/sA/TEpVvnkoPe/60i6rFKqFAE5Y+G83thdBZ4kGy8+gZbh7PaH5wVkG6E6XsdNSeN7GSZTikNirmzaMvYjDzAhfxXidNa5uYc+UcGtc2suA9C8ZUH+YyOQYaB4h3xfHV+tBcmhDHfcmCfuBkX5LGtY3D2f5ou2hJ0j06uk8n3h0f4xtq2za2aZPoSdC0vglPhYeF1y8cNhCrOrMKR8CBu9R9aPftoXVpolVcmysuEYkF1QnIYw1aixxVjlm5dXPz4S9Ip/KYE5KhEshjiKyKfiFXiQvbtskmRrLM2dT41pSSJOEuc1PlqcIZdLL0w0vJ9eWItkSJtAkThDHbl7pxl7qpPjNfItMq3LW7NnahOtVhIeyt9g4L3DF9zFVekWUeZx6zbdmFxl/eUcZfSlZk+I70AmzkzY9clVPfB4gsZy7/3ucSENleeL9tQc8GkSmsuWZs73rJ2fkT6QE4K9/aOcN6AN3p5daPv+/g28kq7dZS7v3R4+yIKdz14xZWXjGH2r7nofrdIgOa6oZ409gxVqPJ9Ily7UMFO4yIyNRPRDbCtLhmj8a2RioDQIjx2G4x+mq8QziS7KKZFpl12xKLCz14cMdqPSQuwsl2IZKz8aJILlLkOMMwDH74Pz/iljlOtEUn5wJZkka8U2zLpurMKrb+TzmSFYNMdz4QfXKUmKYH0vRsbMTjasWynRgZP92bIkRbY5xzbRpd6yfjugQ5sGDkeu6pf2tmIB+POCvEdUrzolXMIxudjZrahepbyOzzcux5yWDWijp2/G4vHa91UHteLTt+uwNXqYtAfQB/gx9vpXe4ojCbyhLeGx7zNLZt072pm47XOjDiBuHdYVylLrxVXmRVHm7vs0yLWEeMwcZBEj0JzIw57HAtKRK159VSvqR8OMHjDDqpWlaFrIoE0YQMtdql8+1gPRtEMkHzjepFLjmh2iuKjGXSSmMq5WWnREmaZYhF9VHsSz5chsSl7tWhVjgzDgnmTCwzxpVvCM2lEZgfoHR+KbYlomxDZdmp/rHluJpbo2xBGWULyrBy4kQUaYnQ/GwzpmHir/MPj5gayh7blk2sI0asI1YwjzkwI4C73F3Q82Hb+XnSsQyR1gi6lsTlSKDLA2jBI8gmmwkhMI400ju6l3dgY6G4GhbIfXmBfEDptBYccT4suD0gxiq81TgrRIb3ILR39HDm+/6e8O2fw7xrBQ+tX8uj//afbPzHKDW+UaZdXU9DYAmUnEd79wD3PvAzdoSj3PXVH7DyM39DbU2F6GeWFHERGQ/bPuTxACIbO52YmXFuS4nbDzRWO1KyEZGpVr3itdCD45t2DeEoExfjVIf4vTgvuUiR445sNstPHnuCv/m0E3/g5A9iSbJEzTk1rPtXJ7atY0f2IGcjJ0UfppEwaHmuhRfu34rqlAjUpAjURElHbYL1KnUzN2HJflRPYMRDRAuKoOepiqwKU8lMH1LwdJSSHcitryKZA7gdHTRceDnpdVHmXDGHXY/twl3qJjQnRKo/JSobN3ahOMTopcrTK8c1eY20ROh8o5NEd2J4zenwO+jd3ks2mcVT6cFb7cWIGkRaIqKCclaQmnNr0JwaikNBdaooulLQ3ucqcTHrsllIioS/zj++iZiVE9Vf6e7CqR3hV0dGPxUNu04aTo56mLeYgp7kZDtonresL3kqKLqCp9yDp1yMmDLixrDr9IRZ5nzG11vlpfb8Woy4ONlEWsYfMSWr8rAgHirjjrRE6N3WS/OzzXgqPMNZ5tEGCKPnMWsejeCM4ITzmHOpOMlYkthAM5LHErOmg050n354JnG5BNjZvOHWFN+zTHikVzYXh8iOkftsC3rWi/3XXD1+b3HZ28ZGGLUgeGcfmwi0nh8HZY81gzOMLNlsjnsf+Bnh2/8e8447ADCXLSNs29y7/r9Z5X4R6qrQHC50TYHBrbQ3buXM254i/NnPYz5+Fw+tX8+j7/0MGx/7L2qqyyHRJEreRzl4a5rGrX97M1pqHyi5MccyBjsnXu/pYqJRVbn49IvkTBji+/PiWBELq4nKrUEsPMx8D/OQmD/ejOyKFCmCnctiGE40/8kvkgHKFpUhyTKJVDnuWKPIruXioq3mBDavSoVTbP3VVioXOahbpjLYniPSYRLtNJl/qZOy0r1YWg2qQ8+PQ5RHnK1PZZyVIkHgqkLx12N5ZqJlG7GVEO5gklkXeEk9ozBj+Qya1jWBDP46//CYUDNj0vVmFz1be6hYUkHlGZUoDoXB/YN0bewaHufU/nI7/Xv6qb+wnpJ5IuCeiWaIdcSId8bRvTpz3z0Xd5n74GtECSpPr6T2nFokVcLhE6XWw5iGqGozBvPB6QMSTZYpPExCZ4gpFY5yUDxvja9MkQKOWU9ykREKepJTHaDMFiXXJ0APiiRLOPyO4TJnM2sS7ggjKVJh/+8B6F6d8sXllC8WI6aiHcL9OtIcwYgXCouhMm53mZvqs6qFo3VLlMGWQWHq5dGHBbW3elRZTSJ70HnMkiV6TmQrSc4wSfQmSPQmkBV5xPjL7zjo31EwszfdBerMw38RM2Eh8IZOlOE3R8SlbUH3OtE7WnPN+IETd93Yvt1jKZBBCC29FDJjZ3g+/PMnePDHv2NHOIr5+F0F95krLuOR1d/g1ddNkH7HJ68/i4+/ez4A9/5kM+HP3jFWVD/wM1Z96VY0TUWP7xcZaM0Pto2e6+PWD14ITEIgg3gLMmHwTtNcTmucTDKI7/d0jlzKxkSgJtEsqgc0f36u5sHKrUvylSu2OO94Z4kL9tCM5SJFihwfWDlyWTeKc/rGQx7POPwO/LV+BnorcVd0jQTxItsx5BIe/uUabv7EJ06o6kLbFtV07S+1s/QajUC1jb/KAWeL+yXZwK23YbovRnLViAyqs3L6g6knIopTXNeyEQgsRfa/idSznpx0JqrRiL/2HBrOBmyF2vNqaX+5ncZnGvFWevHV+gjUi8pCK2vRtbGLnm09aG6NTER8ruLdcVqebUHRFRa9b1FB254z4MQZcFK+aHJZXN2rM3PFzOGRZpIkEWgYdU01BsV4y4MR2yOyy64aUQkoyceXwewpxDHrSS4yAVZWZHZO0BOjoim4y9yoDpWK0yrQbG14xNREWeasneWJ157gxmtvpOGiBpE1bhVZ5kR3Ykw5t+7RKVtURtkiUZYdbRcCu3FdI7Zp468XZdn+ej+qQ3wkx5vHXDkzTKBGQ3OnhBjNG29ZpjWckZYkCd03qo9ZOyDLNrpE1coIMXs4HCiQszGI7hI/2xZ0rxUXhtqrhfX/gUgylF1QeJseEvODj3UP01AvtJ0Tot/KgZnk5g9fy0dueBd3ffUHPLR+PeayZcMPUdY9w03La1n18bdD2+/58eY4l/zdkwDsiCmYX7y04CnMFSt45P5v8urzr3Hrx68XfdCxfaJULd0tjL0Ol0wvMEkjsEMxYSZ5mn0HjAFx9k11itd9qLf4oOXWoZHjS7YXRXKRIscptpUjZzqRTyBReCRobo3Q3BBdzVXUztsizm+uKsAmG2vjwf/+Lh/56EdPKJFsxA12P7kbWYGq2REqSjYRS9YTSzRgmk7Ky3YjkUX214jAtzyUTS4CiOtaNiKC/56ZSEg4Hf3YZgtZ+yyqlmhE+8QaqXxx+XAGONoepXtzN+5SN5XLKvHX+bGyFplIhmRfko7XOoh3xqk8o5KqZVXDSRZZl1FUhWxygupIRcJT7sERcKB7dDSPhu7R8VZ7hw27AHy1vsISb2NsP3QBqS5oe1RcwxWXKLWWlKJfyElCUSRPB8l2cXI8jvqSp4IkSTi8jmE3P9Mwhx2zjdjIyIdcLsdPf/dT3veu96FrOq5SF65SF1XLqjAzJtG26LBozqUKM4KyKhOcESQ4I4h9kU2yL0mkWcxjblrfJEy9GkbKsmFkHrMUaaF3k40z6ESrdOKfWYerrPD1tm17uJQ80hJB9wjB7Ag4xLiqXKLwj051Tf4FyvTnBfIowq8LQWmbeYEcFSXWE5WYBRYX9uGq3uNDIIPIYh54kbdtdEcPerqTlZ/5Gx5972cI2zbmihUo69ZS8p1VrPzupXj8Hqg6k085G/n4e64BSeauH27mofVrDxDV67jp2hXDmWSBBckjMPkz0yJYoU1DNnkikWwZ09uXbAyCqguB75svKgng4OXWeqnoj7Ztcc6B48I0sEiRIgdg5zAtB7L6FhowHkMUTaHytEraN1dyziV/FU6/o68ltiXO05w4mfVUOMWux3ZRvsCN292OwyuhOprx+5pIJKqoqt6GpVWhqJoI8uqlp9bIp0Oh+YRBJ0lRLeabi5TYg6uinqzVgWHXMfsdfrZHDNID6eEKx7KFZeQyOfq299G8vhnNo1G+uJxIq5ijXL64nBmXzCgYP+qt9jJrxSx0n05qIEW8I06sM0YmlsFX7cNf6xeGXtrE74+iK2PHPdnWiNHrgcRbYHCjCHRHtossMoCrDlRf8bNwklAUyVNgzJzkVKf4/zjuS54Kiq4Ml00POWZnohmMzolnMisOhdCcEKE5IWzbJtmTHC7LTvYnC7aVJGm4V7rmnJqCvueOVzvQffpwubWvyoGUz96mB9MM9jTS9noU3acL0T0riLfKO2bG8pDDIe2gOlTcejcOdxbVpdLR2cu9DzzEjp4d3LXyLlbetZLa2nFGL9m2eI/TnYW3GxFRZgNiiPyhBLJvwdgssqv2+BDIEyFJwgXcUUqtXsLGx/6bex/4KY/c/01uunYFK3+xkho2im1DZ6DH96InXoOyC1n5oYU8+tmv50X1ZSjrnqHku99i5RM/xOOZ5u9Jpnd6RPJ4xl1DZGPTI5KHgiq5lIi06/nxTxyi3DqwRFQ/ZKPifcklAKmgqqJIkSLHHsk2sSUnknJqiGSA2vNqWferUiQ7Lq6H6W4ofzuQvx4aEWAaW1aOIrZtM9g8SPfmbs7+myChyiiBupGKnVIzgzvZDJ7ZwqDMETq1zbomwlkJiUbwLxDB4LbfIVkGPmcjA9kGNDPM3CvmsOP3OwumqagOlaozq6g4rYL+Xf30buvFW+1l6YeWDs+pBpEdrjmnhsozKod7jl0hF66Qi/Ilky93dpe5hVHXga16xiDDIygtU6wzku3ib8r0j2yXbIeyC/OfheD0rEWKTInjpif5Bz/4AZ/+9KfHve8///M/eemll/ja177GggULpnxwxytj5iSnu0Rp6gnSlzwVRjtmywEZzaURnBlENVUy0QymMdbwSZIkPJUePJUeas6tIRvPEmkTIjjaHsUyCg2XRvc9m1mTWJtwy258phHbsiibpVA6W6V0poqqpsgARsygZ2sPPVt7hkdQBWcGx3UmzKWzJCP9pLDo6u/n0r+/nYG/j2I+bvHQ+od4dPmjbNywkZqamlEPSonssVko8LFt6H9ZCJRkuxgiX3f9QTLIS8SCYbQg1gInjgOorIKngZr5IVZ9ycOrz7/Gqi/dKsRuW4/okZUUqL4KOv4EPeuorbiEjd+7jHt/8TMeWf0Nblpey8rvLqfGlwAOs18n3Sde4wNfwyGMQWGucTCRORkmyiRDvuS6bMq7bm9v597Vq9nR2yecvv9mGbWSKgw+9OD45fmj0QOi6iDVJn5OtoN/vjjvFEuuixQ55rS3t7N69WoGbRffeq6fezo6xw+8noRUnVlFuN2DZWlImUFkWYXW34I+D7DzI/tODDLRDNt/vR1XyEllfQu1vp+RS83HcJ4BkoYsm8hWL3hXiMyhpIwd8VhElByn8pWWnpni90QjsuLAX55isMuJy5tk8Q2LhSlsfvLJUAWirMqULykfV/C6SlzMWjFrTDXhZJBkCdWhojhEIsgZmGDdZoTF2qL3hfw6f5xS7mxMtD25qsCZ/66rRZF8rDhuepK/8pWvTCiSr7/+egzD4BOf+AQvvPDClA/uuKftcbFwt00RNT1B+5KnhCQidh6PuDDk0jkxZiqawYgZ2PbYMVOaV6NsYRllC8uwTZt4V3y4LHtoEPwQiqYQnCUyxLZtY4S7iLf10/xyhh1PpQjUJvHWaQQaRmYt59I5+nf107+rH1mR8dZ6RZa5IYjm1cgaEYyUELurfvEzIZDvEELdXGYStsPc858rWf0f3wJJRsuF0c1eDnQyNNJpHn5wNTdfHkKXc2LUU+n5BS7NBYSWQdn5Y293nYCLJ803NhBUfjG0/kZ8DzQ/1F4LnWugcw01VZez6lOn8+rrLaz61Ol4XBp0PQM17wJ3zfjPcSC5BHQ+Jf6XVeEMPgZbRHndR/CaHjgjecxxTH3kUnt7O2cuX074ttswH39COH1/7D/Z+E8+amRZlFsfygVWUkWwZeAN8f+QSM70FkVykSLHmPb2dpYvX85tt93GE396mvVr17J8+XI2bNhQGHg9SfFWeXGVuknEy/Ck+sFVJq4Jg1vyrsAJkUyQj/8CxmRfkr1/3EvZAh/VVeuxlBCyOYgr9gSG61zAxlb8yA6/mIms+Y/virBjhSSBo0IEdv3zRTY5thv8C9FSO/BVX0y0swfdExoxhrVt0uE0fbv66NvZh5UtTKZoHo3qs6spW1A2XDkoyWJkk+bSMOKG+JcwsHIWqkNFc2vD/1SXOtarZjwsU1RtRXdNPI7StsXf46wQrVLuWuErchJVlJ7qTPlsNZ4IGmL+/PmsXLly2pT8cUvfS9DzrOgzTXWKL0gueUravqtOFa/Ti7fSi23Zw73MmUgGMztOllmR8NX68NX6qHtbHZloRjhgtw4S74gXjJiSJIlgjULFDCez3w6piEX//hzdewdpf7kDh98hyrJnBPCUe5BkCcu0iLZEibZEaaEFd5mb9S1P8NjLTyLLOXYnOjH/ofDka64weeSan/Lyn59DUmRuuem9/N3f3lB44GaWbOtTPPjLv/KR5degR58XPcb+ReO/MKXnQcmZY2/XS07cE6mrunBB4AiKQED4dfG76hbGZV1/gY4/QODywsfbOZFtrr5CLDAOhpmFjqdGeskHNgkxGVo2dttM34iz5FQ4WKk1HHZfsmEYZLMi8nzv6tVCII92+rZy3PvUKlYt0dFM0A+VSZZVCJ4hXlPbFBF6EBma6ciiFylSZEoYhsHq1au57bbbuCP/HV+2bBm2JLF69Wq++tWvnlCmVVNBc2uEZodo2r2Y0/zryeWSyCWnizvtnDC9NAbBOfVqnLcCM2vSs7WHwaZB5iyvIRTaj6U3IJWciZ3ciyPyMthg++aKa42rFtRiqfWEOErFtco3X/Qm970kPgeJJpxl55MrUYhFB7EVYXQlSRKuUhf1F9ZTc3YNvTt66d3WS87IUXV6FZWnVxb0Fjt8Yv03ZPqqe0e+Z5ZpHXzaycEwBgBbjGk8ENuGZAuEXxMtUOXvELe7a4ul1icZhyWS77nnnuGfE4kE995777hiOZfLsX37dny+k/PDMtyTfPoK2PsDIZBS7cA5ovTiFBTJo5FkadhdGiCbypKJCNGcTWTH/cw4/A7Kl5ZTvrQcK2cJl8P82CgjZiDLI2WwroBM3Zk6ZUtKScb9wiisOcK+NfuQJBFRDDQE8NX5hk+cyb4kFwYWcNFVVZSV7uH+l57j5+v2Yi0bEcrKWpkb33E5X/7kpwDQVIXwvjC6V8fhc6DqJlLnUyIqChDbL7J59e8fP4o8kUBGGjF5OBGRZDELcDShZRDbO1JSJ+tQfaXIsnf+EewDTjV2TmSbqy4H78zxn8e2hRlapq/w9r6XQXaCeoCjtZ2DdM/UHUaHSq3jjeL9GU8MH0Zf8sMPP8yDDz4IwI6eHszHHy+437z0ch5Z/XVevfVRbv2Un1tv+4eD71BShKO1rAvDOUmBzKAIUmR6ivM5ixQ5Rjz88MP85je/4fEDvuMrVqzguuuuY8GCBdx6663H6OjeGhRNoXxxOS/8aQVzL7ZxJl6jvXUXq56poiemsPK+B7jrH0upXXB8i+RkX5Jtv9yGr9aHN2jgVJqxPJcKx2PnQgjMhIE3kXwLxJgfxVGs5DkYspqvsrNFD7d3FkR3CH+Wwa14Ky7EtgdJZAJYZqGgVRwKVcuEMDYNs8B1WpIl/LV+PBUTl7lPWSCDKLVO94psMoj1iJkU65HBTaLHPnQm+Bfm/8YSsfYv9qYfU45pT/KXv/zl4Z8lSeLf/u3fJty2tLSUH/7wh1M+sOOZ4Z7kXFKIglwM0qooJcrFgMpjfYjHFZpLQ3NpeKu8WKaFETOGHahzmbHlrbIqDztc11NPaiBFtjVJvGuQXLQLIyNOQqqSQtFDhGaLf7Yl5hpGWiJ0buykcV3jsFu2v95PeW0WRXYQcIa5/dwq/viNViJWBusyC+UZmeB3fNz1nQ/jcY2UvZqGKcZL9fbiTG9Ak6NkTUtk8vpfhIbl4wdFQmdNIJARkdUTvTRfkvNl13l3ZVmFioug/Q+jtlGgYjmk10G2Oe9uOsrIxjah689QuUJEmA+k/+WxbuJD9P4VxrsWpbvAUTa1kr4hkRzZDn2vQM1VYxc/h9GXfPPNN/ORj3wEgLtWrhw7Pmvtn7npIj+rvvRptOqLD92TLKmi+sBdJwI17loRnHMEhYmIq6Zo4FXkmGBbJmZiANV3fAugo8XNN9/Mzp07Wb9+PctGfcfXrVvHDTfcwM0333zMju2tpObcGvb8YTuZXDXtmeW8+2vPcdudn+bxlZexfv1all/9UTZs+Cs1tcdnQM+2bRK9Cfb/eT8Vp5dRNbMJyc6i+EYFXhXniAGnq06ct+VTx6BtSjjKRGbWvwD8i6FrDZScK9oVS87GV+nEp+fIyrVkYpkxbXuSLBUIZFfIhb/OXzC6aVqxsqK9amATdK8Tme9sBOysmEjiWyD8V0ZPo3AX+5GPB45pT3JjYyMgTiTnnXcer7766rjbeTweyspOgYul6gbvXGFapPlFdkdWIbpHZLOKZRdjkBW5IMucy+SG5zJnYpkxM5YBXEENvytA6TwfWnQ34cRiEt0JYl1JEikbGOlL8VZ58VZ5qT2vttAt+7UOGj1QPgeUs3WqZrv44ycv4Gu/ibPmG29yxaxz+PhVV5DeGqOvGnw13uFRAIrRip56Eck2MAEjmYBslJzWQFauRTFtZGVUJjl4OpSdO8ErIIGzehpf0WOIqxpyhig3AiHefPNGHL9BiLbyi0BqE+XXs68uvLAMzZbODICsiMCTlRbl1Qcbz2Vb0Ps8B/aLC3+ArqllVYf+DmNAPH/b70Sme/S+DmPkkq7rwyWWK++6i0eXv2PU+KxnKPnWf7Dy/vPxBCrB4Tx0ubSsigy6uw4GNoo++FQ7BJeMlDMe56WMRU5Okp3tGD2NhM64SHyPTzF0Xeeuu+5i+fLl2JbNiktXsG7tMzzwX//Nhg0bTvpS6yGqz64mFc7S0y7x3Wf3c9udd3PHnZ8H8uXnNqz+xtf46te/eVy+JplohrYX20hH05TNdlBRtR1bqkR2BIVvxIG9qUP9yEUOjuYX133vLDEuS/VCfJ8QzdEdohLN6EfzhtAqA3grvZhZk2RfkmRvcrhlT3Np+Ov9hWOajgZDpdYdf4TsoDg+LZD/OyaQTa5aUWFXbHs6qTistMOMGTOYMWMGM2fO5I477hj+/cB/p4RAHsK/SIhkGPk/FxXN/JGdeQv545f29nbuWnnX8Bik9vb2t/T5VYeKp8JDydwSqpZVUTqvFE+FZ7hMGkCyhamXZA2i2j34qhSqzqxi3rtms/TGOdRdUIev1oekFJY8D7llz71qLmd9Yg7zVjhR5BQv/mYOv/i389j++yV8tGQZ9WYlnznnPZR5AqT6U/Ru7WH/0/vZ9/QeEtv/gtz3l2EBJVlxXIm/YCOTcZyFkciSGkiRGkhhJLJknfOh/IAxT6NxVp48J1FJFo6Voym7YGyWXJJFwEjWRIm1dUD1gG0LM6r+VyGyDWL7Djm/ur0nwV3//TI7+iPc9dUf0N7RM3Jnulf06B4uQz3HQ/3PZkb0Tg9uG3Ws2UP3Lo9DbU0NGx9/iFv2von7Pddwy2s/YeM/RqiprhKlaPIhTLuGUN3iYjwk5FMd4vUDYeBV5KggzpMr2dHTw10rV77l58njmUw6w39/73skI1FSHXuP9eEcM2pra9mwYQPbnn+V666+jP1bXjxlTLuGKFtQhqwp/PC37Tz2UjfLV1xacP+KFZfym0cf4+GHHz42B3gIkr1Jtv58K6GZIbzl4JF3CINJV62oLAqdMbKx4gBHuRBPRQ6NXioEpm+OWDdHtotrV2SbCHoDJJqFYRaifN9X7aPitApK5pQQnBGkbFHZ0RfIIK6v6V6R6fYvEuLeUTKxQJYUUclVDJicdEy5Nu/uu+8+5DbPP//8VHd/XHP33XezZs0a8Utg8chCdUgkD2EmRLRscAsk20SW7DhCOO6eyUMND5F8PMlDDQ9x5vIz6ejoOPSDjwKSJAkTrvoAFUsrqFhSQaA+gNMLSBJKrhcJGzU7Es11+XJUnl7J/Gvmc8ZNZzD78tmUzC9BdRWezByOLGWzNc57byvvv/t13v3ZLZQ3xGnb6iDRZ/L6LxPsfyFNpDOHbdmoSoISx18hsoXB5kHCe8Kkulpxxp4ip1Rhyz5R/prHMm1SuRoGY0vo2903PMi+IDPurD4y9+XjEc0rSqmGUF1QeZm4aBQgidtBlFgfKJQPg/aeBGd+9hkeOvcjJJ/4Iw/NP5sz3/sZOjqHRKI1dqb1ZDAz+QjyKGwL+l4oFMaHkU0eJt1NTaWfVV+6lUV+mVUfq6WmzJXvZwsd2tl6CD0oXmNHueiHNzOiHxlEv1R26g7cRcZnyJn8oYYGko8/zkMNDZy5fPkxO08ebwy0dPGT3/2eTDxKoq0JKz2F78dJQk1NDX93xdWUaQN8+Uu3nVICGURgOjDDz2nSCi6ZOZf1a9cW3L9u7TPc8J5Lj8vyc9MwiXZEaXuxTUzhmKuhGfuRPTUjrSxlbxPtQZIiKnokVWRFixwaR35Gtn+BqDjLRkRgNxsXgXEQQeghz5c8kiQ8btxl7uFZyEcV0xCl1uE38hMzZhz6Mc5yULRi9ehxwJo1ayalTyfLUW1g+8AHPnA0d3/MuO+++7jyyivFL945IgOVHRRfqPEyWJYhRkRFd8DgVkh2HBPBbBgGiURi+N+9q+8lfFsY8w4TloF5h0n4M2HuXX3v8DaGMYWM3DRhyRY//f1P8VQplC0oxRtKif5mRk6ikjUiChRdITQnxKwVszj9Y6ez8L0LqT6rGneZG0VJIUkWTj2MJEGoOslpl7Zzxae3EapOMfMsi2w8wZbHYrz4UJj96zrp2KFipITYc6jdlDieZzAyg67WBtGrPJDCypcBWUoJhvsCkCRs0yY9mCbaFqVvdz+R1ijJdDmmdpL2qrtqCwIGeOqh6tKx/bGyKsy8LAM6/3RYGVkja5JIZUmkstz7i52E7/gHzDs+D8uWYd5xB+HbPse9D/yMRCKFYWRFj66ZPvSOR2MZY0Uy5GdhjyqzywkRMOnsopUV7vcggmlWRpwP9FJRnqW6D92PPITmF48b6ksGGNwxcn8xmzxtDJ0vC5zJhz5vn/kM965efVycJ48lZtYk2dmOlc2Q3v1nMdqvcdtIdcMo7PTASMboJCYb6cG2ZRT91FswK5rC4vcvofUlkwVtF3H/f67m/tWr2bhxI/ev/gbf//bXufNT16FLx9/3JdmXZNsvtqF7dTzVLipqO4CsCEi6R7VI+edD3XtEq53mK45+miyKQ/TruqpEYN03D6LbxX19L4xUcGX6RsyyjgVGWPzf/Qw4qw49hUQLCJNWKPYjHwdceeWV3HfffdO2v0n3JH/lK19hcHCQ+++/H4BLL730EI+AcDg89SM7UZA1UUKb6swPTu8Cb8PE21sZkeVKd4oeDS2Qzw4d/ZPtaLddgB09OzAfLxzPZK4weeS6R3h1g+g3v/XWW7n1U5+YfmMK2wbsgxoNZbNZHnzwQT5y7fnoDgnN7gePhi7FcNe7MdIK2USWZDaNaRVm4iRJwlPpwVPpoeacahhMk+neizOuYiSsggyvrFgse8dLuHUVy4TeFh9tO0Js+ksdz/58Lld8dB3nXLqF1pYzsbQSbHJ5k7A49mAaWfOScC/BW53DEVQKop22LZHM1GB3qtDZjebWcAZET7bmPknMPmRViLbRJlve2VBuQO+zB2yrQ83V4gLU/oQoYZtEJP7hP+zmwd/vBGBHTMH8YuH5x1yxgkfu/yavPv8at378em79+PtEptU3Z3J/w9CMZGOCc1aiacRcLBs7YO7x42Lu8fLlbByvvDLZBuTFQbpDPFdsL1SfNTJbe7LjwCQFPDPE692ZL1OL74XceUJsGwNg1RWNZKaBofPluM7kK1bwyHXX8eqGDUD+PHmSuxePR7wzDkY/RiyNGW8j074dWIzR34Zelh/vZhpkuvcSb2vDO2sejvJZx/SYjzZ2vB/blpCdp+aC+YyPn0Gubzdtrw9y48YPsWb1E6z+xio+cE6Sp/91PqX2gEgqaMdPBta2bZJ9SXY9sYuyRWWUznTgMV8Vazs9OFJSbefXS84K8X+x1PrwcJSKILN/obimtv0OSt8m7utaJ0ZHSpIouw4seeuNKC1TBLDTvRDZMfHkDRDX4uAZwqBVVkFxnxAzwIscHpN+R3/wgx8Qj8f5+te/jqZpPPvss9TXH3zGqWmOnY97UuKqEaXWgcViEXwwkTwayxCZn0yv+MJpQSG0j9Jg+tFuuwB3rbyLh9Y/hLls5H1S1incdMNNrLpnFQCabInst7t25MJwJJgZESnM9IsLkGsS2VUrDbncyHgh20JONeMMLsYZcOJTDAy1jlhvjId//DDvv/L96NpI369kp1FdCu7KOFrQj23bZJNZsvEsRrgwoy8rUDkrRuWsGOdevY+gdzuqnODJh9/P1r/Ox+XPUja/ByP9JmZOwtZkOjqXYhhJenc0orpUvJVevNVe3JVBLNdskEcEUDaZJZvMEuuMoWgKjoADZ8CJw+9Akk/giLSjVLyvuVHlvoGF4jOePFAoq1D1TmG81fZ43kW65KC7v/ndc/nIlUKk3vXDzTy0fm2hU/S6Z7jp2hWs+tKtaFr+tJYdFNFpdeIREcMMZbUz42SSARKtYJkYOYtsNsW933xo7Nxj2+be1atZlR+Vp2kaupQpFN7RfSKzbCZFP7cWzL8mkyy3llSRqXeUA7Z4zZ0Vor+r9JyR21wniTncMWTofDmuM/m6ddx0ww0F7/WpRi6dI9XdTdtLbWQTWXY9X845vmfRKmaRaNqDFizHSg2QaNpDJirOs8mWRhwltSePL8M4WMl+bFtGdhw/IvCtxOF3oJfXMucdWerP0ql/zseWXXv4+0uqqXF3kunbgz3zfKTjaGRdJpKh/ZV2El0JZl82m4r5LvTsZiRXtTiXqj6xzovvHZmCAMUe1MNFD4mqLP98CL8KjgqI7hK93ql24SZdsky8xqmOwzPgtLJiHX0kwjrVLoLlAxuFAWjl8pH7JAlRfCuJtWv528ERGrm/WGp9UjJpkfzmm29iGMbwYqC8vHzY7XoiqqtPzoXa8JzkK68UqspVI/qObRviTSJKNpQhmiy2CUa/+CcpIrsm5b+Qw/8rI/9kVZy4DyNyNdptF2DlXSt5dPmjhO0w5goTZZ1CyQMlrNywEo8nLyzi+4F8uWkuPrn+jDF/my0yXJm+4VJVQIiHSYnkrJh/O5pEIwQXi5/NBLozhrPcyc+f+Dm3/P0tqDmVdCRNJppBype2K1nRQyhJErpHR/foEHCgOhQ8FV5008KIiznOujZIRWgzRtZH3+C5LHv3AEsvf5XOvQH2bvUSH3Dwm38/h+pZGsEGN6WzLBxemVwqx2DTIP3706QMHU9NG8H6IIGZgYIh98CIe2NfEkmW0L26cP4OOI/eaIOjibtBtBSMdpwOnQ7xGPBk4bZDrtcDb4iMcuhscQHVA6DkP3tGWHzukq3o6W704OlQci4rP7SQRz/79bxT9GXCKfrb32Dlb7+Ox3NARjbVNbls8tDCJzs48f2pTh7+zSs8+OPfsSMcw3y8cBbfmOziLbdw64cuHrVBFpJNIujjnS2+u46g+D5PVjTIqlhYqB5R5p5sGxHJoWXi/nS3ENHFqPYRMXS+FM7ky0c5k6+j5IEHWLlhw8h58hQk2h6FTD/7ntxMqHKA2rqtRDrnIPnWIy96F7EdL2PE0wVVO7m0QbprL87axcfwyI8udiaMjYx0EgcCDobm1nBXVdK71cLl6mH+ZQbyPtj47Nk0fOgXGEYz6d5eXP705L0YjjKJ3gSbHtlEaHYIV6kLX4WF0r4Xgu/MGzL5RLWPb4EQymYq72R8go9yfKuRZHGdt02xXggshv5XxEQQSYLwa8IozVkh1nx66eSqrNI9QlTLDlHxNZVKqlxypF2pe624hqpesX6ovOzQiatiwOS4YLrnJE865FJZWVmQOX7ooYcO+ZjJbHMiUtCT7KwUXybbFIv6bARafgUdT4lyz6lgm2I/xoDYZ6ZPfHnTXSLSlWwR4jWyfUzvhmEYPPjgg5PqkautrWXjho3c0nYL7uvc3NJ2Cxs3bBwpF80lCns0jQEhgibbT21mxGswuFmI2tECGUQ27VB9o0M9bAeK5FQH5EY9Ntk+vK2iKbjL3JTMKaHqtBJKarO4AhaqFEXO9eCK/hbFaBzpm5Ok/Ny9AKXzglTWdVBd9jrxzEx6BpZh2eKEq+oW9YsHOP+9jYSqkrz9pgE85R46t2V58aE4r/40zv4X0oTbdGKJasycTLQlSsvzLWz56Ra2/3o77a+0E++KD8//G/kzbTLRDJGWCN1buund0UusI0Y2mZ3ca308oLrGrzYoOWv8nltJgpKzoexCIYZ7/wrNv4DGh6H5p9D+uHjfvXNFiXZsD4RfpbbczcbvXcYtr/8M9zVXccvrP2Pj9y6jRtsz9jmykck5XVuG+DwN9UWNR6KJmz98LRueeJCPXbMcZf36gruHsosbNmxgw4YN3Pzhq8ViavjxjeK7YxrgnSdu04KTzyKDyCRLklhgjO5LNlOihBvE+eNAE8EiWObU+mHFeXIDt7S14b7uOm5paxu/rP4UwogbpAcSvPzbF1mT+DM96VJ+2dnIpldT2AO7yPU3k4mmhgWy0ddM/LVHyPa3k2xvxzZOXnMvKTfAcFD7FERza9RfWM+sy+aRU2eQMcpxeGXeWNNALuuEWDPp7r3Y6ePDPyHZnyTWHqPt5TbKFpVRtiiIU9qNZGVF76yrZqQlSNGFUFa9RVE0VYaMPv2LRDWVnRvx/LBN6Fqbv2bbouz6YOSSoiw62Soea+Z/P9h1fCISLeL/IVfrockdnpmTqOyUigZuxwnT3ZM85bqEq6++etzbGxsbefPNN7Esa8JtpkpfXx8f+tCHmDXr8HqaPvjBDzJz5swj3mZc3HUiOuasGlmY2vkvd/uT0PIbMULmaBh12VkhHJJtw4JvqI83m52cuKqpqWHVPatYVL6IVfesKlz4JdvGbN/e1spd//T/2NGzjbv+6f/R3rRzRMiahhh5leyA6G6IbBXC3j6Ik3HmUH3rQyK5u/Bm2yrsgbWzkDpgGzONFN+N7rbxegZwhVw47b2gl+BIv4EjuQHJGnlflGwH7uQf0Wkn7b0creZsSuaU4q30onv04V5j25YxLSe2axYzznNw9oc8XPhpL/Vn6STCKlsfG2DL/22jaX0TA/sHyGXE358Kp+h6s4tdj+1iy/9toWl9E4NNg1jZsYv3oZLs3h29dG/pJtISIRPNjBHXxx2uGpDGieKqXnFRHA/fPKh5F8z4EMy6Gequg8rLYdZNUH0FBBaJkreaq8VotfBr1JS5WfWp01nkM1n1qdOpKfeI939IKA5jj7g/HwwrM3EWeYhEE7qu4fG4WPmZv6Hke99Buf9+2LgR5f77RXbxrrvweDx4nCq62TfqMGzxfUg0i/PFkNPnkFv1ZBkySPPmRXK6Z6RUPLJ1ZLtMH+RSYx/P4QXSTiZS/eO/HpNBnCfvYVF5OavuueeUFsi2bYvZ8y07uO3Hq3jbJ/+Ox//4F2Ze/hXu2fMyrzyvYTT9BdvKYmcipLY9RnbPo+QSAxgt6zGNHKn23cf6zzhqOOQYH72wGk0/jO/1SYSiKcMmmks+uISSpQuQVZ1AjcberQuQU83IqRZS3aPG1x0jcukckZYIW3+xFYfPgafSQ8U8F+7cy/l+5Hx1k+oeeZCsiGuW8yQ14jzaqB4RGPbUiwx98Azoe34kYZKNiFYsEBNixgum2JZogYruEMK44L6sWH+OXlsOTa5IdowfNE/3iecCUfKdbBdjnyRZzHWezN/0VvdPF3lLmPK7um7dOi699FI+9rGPDd/2xS9+kblz53LOOedw+umn09MzicXpJNm6dSs33HADpaWlhyUU1q5dy9NPP33E20yI4hYnUlfNiIPtaDL90PscNP0ftD0h+nunEuU6GOlu0deRSw7PmCvANMCIiNLTRKsQv8kO8Xu6b/wLlTFY2F8KtHf0cOZ7P8JD839P8vE0D83+GWdefiEd2/8iTiyRLWLkVbpzbNZ4IiYyShrCtsUJcTyhEz+g3D/dw3Cpby4lTpRDZbSpNsglkJLNyJUXI834AIrThSv+FBIZnMnncCSfJ6svIO29CksV0U5FV3CVuAg0BCidX4q/vgzD8w5sCsusdJdMYHY1DcsXcvrHTmfW5bPQXBqdb3Sy+Seb2f3kbro3dZMaSA33RPfv6mffmn1s+vEm9jy5h+7N3aQHx2bWTcMk0Zugf08/XRu7CO8Lk+xLYhrHYc+/JE9sdlF2gWhFOBiyKvqTXVVjMzF6EGqugdguGHh9/M9t30tjL4KZvkO76lrG8EXVyJo8+PsdGNkDXt9cQnxfgNqaCjY+9gC3NO0Zm1208sEre9TjI1vFxT62R5QYSvlMk+Y/vEzyUAm1qy5v+heCRLM45l8+hzHYlN/QHjfIBYcfSDtZMBIG2dSp9TdPBTMrzjcTkehOkIgm+MY3vs1d//wF7vj8XSxbtow7Pn8Xt935z/yp800GexJktv+W9KZHiLW0se7H8/nTd+eT7Bkg27OdZHcfVnL61gfHEy4twU2XzkJ3npoiGRg2pZRVmeqzqnGE3My8wMcLj5+NQ+0h17+bZHcYKz2BB8RbgG3ZDOwfwLZsdj+xm7KFZQRnBnG4M6iJjSIw66we37FYkoul1keCo1RcA/0LIbBUZJe7141cp2O7IZG/fqXaxTV1iGxcVFEeuCYsuMZbonIrsjO/Nt0qqi/TnWIuc6prZP1gmeI5QKyTu57Om7X5xft/qPdZ0sT6v8hJyZRF8kMPPUQqlRoWyS+++CKrV6/m/PPP5zvf+Q7BYJB78qYm00FZWRlr1qzh3HPPnfRjstksX/rSl/jiF794RNscSMGcZBBfEFeN+AJOtBgfmqPc+zw0/RRafw/hNyc2CjpczER+xNRmIZYHtghBPrAxL173ihNBpifv3teZL91uFgv30X2ktj1cKm4YWRKJFIlEinsfeIjw7RHMO6z8yCiL8G1R7n3gQRLx2PB2hnEYC1Erc4iggZV37B1nn6n2A8YIWfmy2YQQUnb+MbYlBEN0lzAg0/ygOJEqVyBVXIxkpVCcLuz6DyCXnobi0Madx2erAczq9xBaehoOv5PZ75xN1bIqvNVeDKsEIytMHCRZwlfto/b8WhbfsJglH1xCaHaIWGeMnb/bybZfbKPl+RYiLRGsnIVlWkTbxXzGbb/cxtZfbKX1+VaibVFsc2xZdnowzWDzIN1buunZ1kOk9TjLMmv+8aPskgQV7wDf/KnvWw+KjHJ0p/hcH0guAeHXC2+zTSGUD4ZpQFZ8F7M5iwd/v5Nsbpzv8qjqhZrqclZ98abC7KJlimy2NXquchT6XxUR8nSP6JuCvEGfPLVMsqKL6pXAYohsIZs1xTH3bR7ZNhcVF/0iAJgZk0x08mPHTlWyySzR1ihGfGzGJZfJEeuM8fNfP8Jf977BissKXeZXXPZO1rameeSpFrKDXWxeW8auDTrX3/JTbvv692h6w0Ou/QXsbIZU297xg7onMNlUFoczieo5tUsvAw0BXKGR85qsyNScPwdLqyadcGJH9iOl20m0txyzY4y2Rcmmsux+cjeJngQlc0soX1SO25dDiu0SAsldXSyjPRqMnpksy1B+iUisDLwxsk3vc+L8YJsj1ZLJdrG2sw44j+fiwtuk6y9gjapcNBPjVDJaYu0Y2Q7Z2IhZF0Dfi0JMe/LVqgdztwYRpA4sLpp2HUdM95zkKTu7vPzyyzz33HNUVVUB8MMf/hCHw8Hvfvc7KisrueGGG7jwwgun7UCHnudwuP/++/nABz5AeXn5EW1zIPfddx9+/6h+FFfVyJc+0y8Gix8M284L1W5hWqAFxLxl3zxh5DMd2LmxJ5KJyCVET2OmHzweISgskdF8+OdP8OCPfwfAjnAj5uOFwsFcYfLI/X/g1ee3D982PIJnsmTCEzsQ29b45TYgTp6JFvDPG7nNMiG6Fzyjon/pnnxmeadwJByNp0FkLssvQtY1ZEBzqtjYtmgR/wAAyLtJREFUWFkbM2tiZk2y1JJxvS0vcMRro7l1PKVOAvNnUynVEeuKEWmJiNLoyMhr7/A5KF9cTvnicqycRawzRrQlSuvzrWRTWXw1PgINAfz1fhw+B5lIhp5IDz1be5B1mUCduC8wI4DmKixlzqVz5NI5Ej0JZEXG4XcMO2bL6tEp/9E0jVtvvfXgjr6uWnEBOrAUSpKg8hIhDqM7p3YAegiqr4J9j4E9Tl9YZKu4+DpGOWanew7uzm5lJhewSjTlXaTz2LmRagXbFpUUB/7NPX8VQZ7oblFiJuXvH4o+TyWTDOKz650H/a+NRMJTrUIY6/nRJMm2o+aWf6JhxA0kRcJbWVz0HoxsUpgXDuwfoGxRGYo2UtERaYlgWzZLItUsNOawft0zLBvl+r1u7V+4apGLf7l+P6/8qYELLvsD3mCSeHom4f4gS85+icH2M9AqXyWpXISzphfFe/jX9uOVZG8SlzeF5j+1P2OKpggTrIgLc5/JR67/CJXLFhC/uImtLy5h7jmdZDu3YDnqcdelUZxvrYFXejBNojdBvCvOtl9tIzQnb9hVo+OU8yLMWT5i2lVkepE1UPPX7iEDyqrLxbQLR7kYc5iNwOAm4WlihMU6dbw1baJNGG0N+X8YEai+8tAjxqy0yFgPEW8RAe5kq/BKAdGPLOuimsBM5UvCLVEF5m4oXGMUOS648sorueCCC/j+978/LfubskhOpVLDwtU0TZ588kmuu+46KitFBqmyspJ0+hCmTEeR9vZ2fv3rX/PCCy/w05/+dMrbTApXTb4vuVpkiw8lkg8kGxERtIE3xELeN08sgN/KuWs2QnDqOSFu8tz84Wv5yA3vAuCur97PQ+t/j7lsRCgr6xRuuvZqVn3pjuHbhkfwTBYjnO/tPmAhb5n5gMJByvKiO4X7YEE/yAEZwHhjvhdUmlx/CSAhoWgSiq5B2QU4fItwJLM07Wvnqw//mN3xFv7tf37InR+6hYqaOiRJwl/nx1/np/7CejKRDJFWIZjjHfFh0yBZlQnUBwjUB6i7sI70YJpoa5SB/QO0vtCKM+gUgrghgLfSi2VYDOwfYGD/AEjgLncTbAjir/fjLncXZLwt0yI1kCI1kEKSJDSPNuyWrTqn73Ok6/qhZ8JKkujpiexA01Ru/fj1I58LSRZCWQ+IINFUMuCOMgieBtmt+bLmUYLdtkQUuu49I7dZmULxOJqhGcnZSYjkTL/4foxeOFk5Ub0R7xrbZhDZmY+CW6Jiw/s2YJO4L7D48JytQQRpJFUcr7tBnB8CS0TVCIjXcnALVFyUP7a0+P5MxkX+JMYyLcK7mihdPAvbsk/scWtHmWwii23amJgM7B+gdH4pkiSRCqfIRDPEO/rZ+2Q3d17j4PPfvBfbsllx2eWsW7eW73/7m/z69iXkjF1c/N5nSWRm0BmuAWQkKUdZzcu0/TVBqGYjatVSUl1deOeePCI50ZvA7UujekqP9aEcFzgDTuqW1fHpsk+T6E3QcOEMmh6dice1id7e3Sg1lxBrbia4YMFbdkymYTLYNEg2mWXzTzYT3h1m/rXzKVtUhsubQ+1/VlTp6MG8Z4T7ULssMhUcpaLayb9QXCP1Eii/GHrWQ931IrgbflOshzXfWIFs26JqbOCNwjVEpg9aHxV+Jq5R5xbbEpWH41VuWTnoe0Ech+oFLSTWGJpXHJe7dmRbMyPWMFNx0C5ywjHllbPL5aK3t5fy8nJ+//vf09/fz4c+9KHh++PxOKp67EaQfP7zn+erX/3qQbNdk9lmUqhukQ12VQsxFjxt6k386R7xb8i4QFJED6PiFNEsPZCfpxwUX+LpFtFGoVDQdQ1dF6/Pys98ikffu46wHR0ZGfV9Pysf+9TY0TuHg50T4mK0W+RQ2SpAplt8UnNJ0R8yulc11SGcxKveOc5+bVHmOrhZlKL7Fx3e+6KXQNVl4ChBBvpiES6+9dOi5PwLFj9d/xR/vOMVnv6vp6ksKxQhjoCDikAFFUsrRPa4Q2SPB1sHMaIi8yjlXbVdIReVp1diGibRtiiR1giNzzRimza+2nyWuc6P5tZI9iRJ9iTpeK0DxaHgq/Hhr/WLLLR/JHtu2zZG3MCIG0TboqhOFWfAiTPoRPOMX04+7ShOcNej0zx+ZUFomfgsdz1zcHO3iQieDmwV76/7vML7Up0Q3VNYZZDuHl8kDztbJ4WQjfQevIc50QzBpYW3RfcUVi+A2F//S/njaQfs/MV2U94Vv+Twssgggg9aQIyKcwTFz4HF0LUR7Lxwj+7I93kF8393Z3601vExbuVYYBomqe4u0tXlGHGj4LtSpJBYV4zO1ztpuKhBnD9aozjKHHzv/u9xw7tvYMsjL5CJWaxYvpXHl5XywAs/4f5v3c/7r1nB777zH8yQ/z977x0mV32ffX9OnV52Zmd7UVk1hEBC9GJWEs00YSwbJ8REcWwljmwDVmL7JdFrR8pjbCMZntgmbwghMnZsbIpBgEEUaZcOogiEet/ed8pOL+f94zfbtKveVuJ8rmsv0MycM2faOb9vu+83CO5UiIZygDjPSJKE1euip/ssZl3xNjt2zKGo8A2SVj9OI3fGiN7EOmP4HHEM+xEmys9gJFnCU+UhHU/jnlSNe8pkMmmFWFeE7N4N2HUf6diEgTnmE0l/h0Q2nWXzk5vZtnobZReU4ShyUDilEEdBDPasF4UPq9lqfULRvRBTRLVWsYoqrWuiGAlsewUqbgEyYi1cdt3wbZNB6HxtUAfIMESxqd96NRsXwrnOGtHZlQ6LlmwjK67d/ouGr52DG8X24a3CnlGSRDUbxDV2KOYs+meKo46wbr31Vq677jrmzp3Lr3/9a8rLy7npppsA6O7u5vvf/z4zZsw4bgd6JKxduxbDMLjqqquO6TEH4p577hnwG772yvO49opp4qTqGC9aPRufFC0ijgnH3uZoZEWbSSYqqlhDx3c1jxBDch6Fd/HhkumDtjoIXJYXK/odyx98mEfvf547brqBpc98nbLS47AgSHYPBslGLu9FGANyIoBWFGh5XrTa7u9ZF2sUdkGe2sHbchmRkYzsEiJk8VYomnP4x+OeBoFLSWUM0lHRxjNsJhvIzszRa/Tyn2v+k/+z5P+QCCfIxXMoxnDBKVmV8VR58FR5qERUmcONYUJNISItkQF1a0UXLWoFEwowDINYV4xQQ4jOzZ3se20fNr8Nd4UbT6UHR5GDbDJLcE+Q4J4gANYCK54qD95xXhxFjmHVskwiQ1+ij772PmRVtGVbvVYsbguycgIXqNbC/GzsAaq0znFCzbr1xSMXtJMUkWEObgT/xMGRh3663xEXOkUnlUqz6te/ZuHffQ/dvt9FL5scrCIHP4V4RlSdez8EfdbISm/f3pFB8v7dCyAu7tlkvrr7qfBv7A8G+gXMjmQeuR/dK4JkEB0n6ZDItmfyQnZGTrz2/oWFkc1f/GsO3YJ2htKzo4fOTV3YitpIRorNIPkAZNNZ+pojdG1uxV5op3BqIdHOKL0dvfz2yd9ySfH57FjTzrnXdeOwd1LqOJ9//moFb+96jX+75++Rk6IY4yj+M5EWYU+oO3WcRU4Ui0JMKyfY3I5V2kemM4fh38ev7v853/jWdwauqacz0c4wVnucpPvMqY4fLzyVHrrCXopnT6f1o4nIRhfp9k1kqy4kvK8V/7SqE34MkZYIqWiKvfV72fjbjXiqPQSmB/BUe8T1UO8ULbhlN4iix2iiXSbHB0kWSXKjW3RD9WuJ+C8UleDQJlFwiu4T11znOLGu690g/vqFMQ1DVIHDm8EzQ2wvyeL+yLaRzxv8VAjX5gsgZPqg9yOxjkx2QHF+negYJ7q2PqPXzNONNWvWDGhFHU/njqMOkn/0ox/R3t7Of//3fxMIBHjkkUdQFIVsNksgEECSJH79618ftwM9El544QX27t1LbW0tAG1tbbS1tVFbW8vs2bNZuXLlYT3mQAybSY7mf1i2UvFjqvqyEIjqele0ivhmieD5RGTK0yERXDiqIXDp8fftM3KiyhdvEyetwospK53Oih/cxfo3N7PiB3cdeQU5lxEtoJmECHD6s3Kp4BBlwx2Dytq5zOAMdzYGiaS4372f+FOySwTRRlbsu+UlcdwgKmvO8YcXkEgqFF0xsP9Vv3/qkDPZv5n/G95/7X0AFi1axNfu+BqJUIJkOEkqkhohqGXxWAh4AgTODmBkDfpa+wg2Bgk3hkn0ihEFSZJwBBw4Ag7KZpeRjqeJNEcINYbY/fJujFy+ylwp5pU1u0aiN0GiN0H7x+2oVhV3pXugNVuxDAbuuUyOeE+ceI9oy9adulggeCyolhPQ/eEYJ2Zy91NLH8BaCOP/SgSU2cTg9yPZKSqwic7hStFDkVQRsHbUi8zz0N9ZJibauYsuJ53O8NCv/8Ttf3n7yCA5lxLzyJmYCD7LbgPtBWEp1fCYmE/yTB98fKJVHOvBMsrdHwgBEIDwJpEkKJ4DKcQx9nswHmklGfK/cxnIiZbr4EZxfLmtQvnTJhSviTaBo0JsY2Tz7d7jGdaaDuK3l+gQgfYZOrv88aMfs+W5Toqm+YV4V/mht/kskgwn+eiR9ykaH6XxDRVbgQ1HsYNMIoORM9j46/VYnDKzr3yNZNqHWuhFdU8CXgdLITZHlES4CikzE1t8PbpTQ3NayWoVJCxTsUgf0NcaZvy019mxPYDu3MTDj6xh4d9984wIklNdnVAMiqP0VB/KmEOza9iKClHShfQ1nUWV/3HerptOoXMbPnsR8d7AMLGv400ynKSvrY+enT28/+D7KLpC5aWVSJJE0VlFOHwSdLwByKD7wW7OI59wLH5xzfWdJ7oC460i+V14KbS9LKq6qkMEwUhCWCs9RIzSyOUryu1Qer14XDoIRXMPPsaU6hlY05JoE9fzrneg4DxR1dZcYl2yfxXZZMxy7bXXcu211wIQDodP/Uyy3W4fNQhWFIVc7hB2KyeAX/ziF7z11lv8/ve/57777ht236pVq/jRj35EXV3dwG2H85jDon9Rbs9fFCVFtD+6p4hguftdUVFyVIlg2VZ+/Fuko/tE+t49FTK2vAhRtzgBybrw9Tsaut8fDDSNjJjzjDWB48KDbzeURLcQO4o1jFSpdtWIbB4AOSHgleoZHkz1Pz6yTVTCHFUicLcVjzyBpcPiBNnyLKh5EYdcRmSGS64Z9fA0VWbRLVPRVFnsr+RqsA5WJIfNZP/kgfxM9mDApqxTuGPBHaxYtkLsT9NQdRWn1Ymz2ImRM0iGkyTDSRKhxAjbJkmRcFW4cFW44BJIRVJC/KsxRKQ5Qi6vsKzZNHw1Pnw1voEqc7gxTNfWLva9vg+bzyZmmSs8A4vanh099OzoQZIlHMUOvNXegYx5P4ZhkIwkSUaS0MhAW7bFY0F36senLVuSxWcX2THoRTgaiiUfeOY/V2c1cD5k0+ICGtw4KFA1FO+50N0ossu+84bfF94sWrjwin+nesTsvb1yMCDM5ZWtY41CNESxinmj0uuADnGxthQNag0YOWFXUVQ7+uvoek9kpkEE+t3rofTz+XbntJgr7j8HHE0lWZJFoJwOiuScrImLuqyL1+vOi9N1vQ32Lw5JHOSEsJiR/36nIxBqHPxMUj0jq/FnCD07e+jryBBubCUdS5PL5E6YsN3pTNuHbex6aR/dFQrTbtbY9bLGtC9MAxmSoQQtO0Nc9pcaBZ6dpLRpSLKMpewscY2xV0C2CVdZht7ELGwV3eQUH3F9CiguJEUiKV2Gu6qDHe+fS0nFRtq73RiZzMB57nQnFWwj61eRbYWn+lDGJO5yN10dXmw1l9G371XSwTCxlo08s203X/mLJVgsNmRVRtEVZE3GXeE+LonbbFrMISfDSd5e+TaxrhhTb5mKrMgUn1ssND7cGdi5TozE6C7RtWbOI59Y+q9buZRYCzY+JZLV9nJR/Ol6R9yejoiC0FCMrLgOp4JQfpP4rMrnQ8daaH5GrPlGG68aun3/WGN4K2CItTsMtlofbHuTzwSnbmj4CInH43z+858fVvFdsGAB3/rWtwBoaGhg69aRark33ngjO3fuHNjmW9/6FgsWLDjixwzlnnvu4aabbhJZi/6TqOrML1xFi9lgsDxNVJr79ohFazYuFuiOcaIKdCSiPQfDyOb939LiGJqehn4lZEkCFLGQkS2ihUhzimPWC0AapTUs2gTBDaPcvhd6m0Qgm2gD+7jh1adsKp8RbBbB+xARsBFEdor3yJZPMMQaGGZFBcLGKZcSVbnym8QctnuyODmW3zyyQm/kxOtX8689skNkIq2jt7/pmsKiL0wXn0fRlSM+j4GZbMXG0u//jKfmvUaP0TM4k/2gj6X1S3E4RlfnlmRJiGd5rXgQc1nJcJJkKEmqb2SVWXfpBKYHCEzPK2Hnq8ehhhCpyOAsc3+VufS8UjKJDOGmMOHGMLtfGawyuyvErLLu0Olr7aOvtY+md5qwFlgHAmZHsWNYIDysLVvZry37WIIKWRGVykMFyqOhaCJgtldAxzrRQj8USREWEi3PCeE7e8XgfYYB7fXgv2HwtmSnqFg7J4hgtV/ZOtY4XNhNkoQfsWc69KyHsusH74vug8YnwHXJ8GPpfFvMSIP43rathYJZgwIikgTKkMBYOcrKie4VQbKsiLGO6KdiX+HtkD1fJBtSPRDaAt7pw7eNNYnXH9kJQztBEu1nbJDcu1u00wf39BHvDpIMF2DzfXZ9bA9E8/vNuEosZFJp9tR1UX2lhV0v6/hm+oj3xCiaojFp+oeoapyUazyKpwIsbtHRIUngnICa24wj4CJqiMSkpEjYfXZsPhuRFp1s5hLsZX1g7CbZ1YyRTRHr7MLlOf2rdtlwJ6m0DZvlOHd1nSHIqoyjooJYcjxGZyXnXrGBV54v5dFtz/KlL/41hl4x4CgBkIln8E/xD1NYPxqCe4NkEhne+9V7tG1oY8rNU1CtKgUTCii/qBxrgRXZ6IKeD4XTiDmPfPLQ/aI7S3WIUbqW58U6zn8RNP5RXK+GXtNBFD/aXxHr6fIbB/U2FF0Ex93rRaBsLRbX4f4/1QXFtcM/22wSet4X679+vRvHOEAaVOA2OW1Ys2YNzz777HHb3wkNkmfMmMHGjaN4mR4FNpvtoFXe/SvD/Tz33HOH3PfhPGYow9qth/7YbKWDQXI/kiR+qNZi8aNP9YhAM/ixaBG1lYkWSMf4EycIYBhABrKZ/PxlGOJD7s/YRItrf8CWiQpJ/QOpDmfjeWGE5yHsyR+7FeJN+dbYI6gKdL4Jlbfmg939A+ScOBn27RVVXks+O++7EJqfFjMs/gP4Zhs5EeT3fizaXIcG8ha/EDbSXCKxoToO3g6v+8FRRblHZkP9BpavXM6j8x/ljgV3sLR+qfDHPUw0m4Zm00ZUmZPhJJnkcPEqWZXxVHvwVItsZrw3TrhBBMN9bYOK2apVHbXK3L2tm4Y3GrAViCqzu9KNs9hJojdBW28bbRvaUG2qmJeu9uCp8CBrg+/DcVfLHgiUt4+0STrc7YvniRbl0Kbh91kDQhmz7RUo+/xwn+Z0aKR3ciaSV0avEYmdVJf4/hacO3K82HuuaLuONQ9XucxEB2epc1nRqtd/XIYhrJ80l9g+j+aqYNHCBULpW1KOXiFT8yJEkQwhgNa5SezL4hPjBQUzxeN63hevcf9zy2i/0Wx8pHL3GUK4MURBWYJwS5ZYSzvJcJkZJI9C0ztNuMtkJlwo8d5vM9g/aaVwhpUPH9pNNm0w4TKJIt+HpOVqZEVHL5lGHHlwcano4BiHLbeTdCyNZtOw+WwD+giOEge90am4xu+h850WNHrJpRIkuzqhZvwpfOXHh1y0i0zGCtoBLA1NsJcUkWxxYBTPxas9QG8j5NJJEs07cUy0klP8A9frTFJ0RPmn+I9KO8PIGURaIyTDSbY/v50dz+6g+spqbD4xRjB+zvh80tkmLIDizVD0OXGeN+eRTw6WfJAMosXdd4HowFTt4v+73oSKL4qEtmGI9XPPe8L9pfSGkYUmSYbCi8R6PBPJd1Pm/yLbRQGp+KrBxHXvR2Jtac/PxCuW/Dy68+i7ME1OGWPGAgrEHO+aNWtobW0ddVB63759x7L70wNZE9XZXFL8sMKjCAX0I0nihGDxiznHdFj84MNbxSyFY7xo07aWntzZwHRYLI4bn4SKS0T1KRs/9HYgWmP2D1iOhGS3MHXfXwjJyEHHa4AhRLwKh1hEyKqYOWl+RlzMbPsFqZkYtLwuKpb91ed+JEUIeFkPp2KWt4waYulVVlbGimUrWF+/nhXLVhywgnw4DK0yg1DgHRo09wfB/QwoYZ9bjJEx6OsQ1eFIa4RoW5RcNjd6lblZBNZ7Xt1DLpMbUMN2V4pET/e2brq3dSMrMs5SpwiYKz1YPAdRy7aoA37MuusI2rL7A+W+XQeeUT7omyYJeyPFBs1vD7/PVSOSPa1roOzG4R6G4U2iK2EouaT47WViIhEjqaAXQmI/pW3FIpS0e/Kqp0Nfq2GIgL/xj6AN2X9kq7jwV9w67PF64bks+utx+f0eQ5AmK+IinokIFWt7vj3Mey4E68V5RLGJinHPhxC45KC7GyDRccYFyam+FE57ExfevIs3nppNvL1djBeYDCObztL5aScV0xNUVH5K4pbz+fCPcXRXA83v9mFxSBQVbcdpbyXuuB7VpiO7Jo70Kte9SNZiPJX933tZ/BYtRSixJhyBFH2Zz2Ev2YzDsolsykkm1E0qmkJ3nN5zyUaim2zOZgZYB0GSJJyVFYT7ZpDqreDiG9aT/E9oeruB4MYuZJsTw1qF5vRQdI7wtu/Z2YN/kn+YGKVhGKSjaSRFQrWqIzqiop1R4t1xctkc3Tu6ef/B9/FN8lEwvgCLx0LNdTVIqlDe1i1p2PFS3vLJISqXZ9h5cMyiWPLXsvx6oOBc0aUY3Sc6McPb8g4WFUKQMh0W62fXlIMXNxyjCMFZS8RIUusLQvTWWir+XX7L4HXaXpUfaTJbrU2OIUhes2YNX/jCFw7qhXxSbGbGAqoTUsmRwdqh0Nxi8e09R8zjRraJedv+ipCUrzZJqjiRaJ78n/f4tWkPJR0Sz3+y6X5ftDj1z2fmsjR/8hTL//sZtkR6WfL7LEu/fgXlQ89ZFp+ozLc8L95/SxHgE0FB0zPgqxI+efJ+71PBzMMLkGU9f0wnbyZJ0RXshXbshfaBBUB/wJyKDk9CSaqEq8yFq8xFKaXDbaYaggOt2apVxTfRh2+iqDLHu+OEGkN0bx9SZa4aVMwON4UJN4VppBGLx4Kn2oO3youzxImkDFmEJDNkOjJEO6JIsiTasvOzzIdsjZNVcE0WbfmJtqN7s/yzIZED9usC8ZwtuiVaXxAJkgHFdEMkgnL7BcBGVnR3xPabU94fz9kiGRTbNyi6NZRMDPqt5KIN+Vmqa4Z/f1TH8Au3foytzXrBoC9zf+XYXg6pUlFBDlwhbgttEllz52FU6tLBQ4uSnWZ0betixmWbOeeiD/jzf15EpLGDTCJDJpE5rv7hpzvxnjjBfUHOuzGGuyhJZXonic/X8OYzbWwoeJ+UNceq99dRVO4nUOBFLZwAqhVND7Bo0aLhVor2CpGEUuxiBKJ/Bt85HmsmRiKUwDr1JnK73iCXyhBpaiTWGUZ3nOazvOleDMlqeqgeAr2gCN1XSS40mwnT/0Q6WUS4KYKlUkdOhoBPiaY9BPdWMPkGIaLZu7uXggkFJCNJIVIZSgzMskuShGJR0Gwa2XSWVN/g9TLVl+KNH78BQPlF5SgWhZrralCtKs4SJ46AQ3QJdb4hxmt0n7huHEsS0+TIsJWLKi9GPhFeCw1/EOu5wOXQ/KzovvTOEFoh+6/rIN9dlRvZzTkUSRLjU3qBWOtKsliLDE2oe6aJ/5rzyCYcQ5D8ve99j6uvvpo777yTysrKEcqUhmFw4YVHIPB0GjFsJhnyQXJ3vn3XKRRmjxSLDyyXCPn6WKPYh5ERi3gjKxbh8RZhTZNLgOKAgnPAfdbp7zGZS4r2muJayGVo3vAks77+C3ruSpL9J4OH18FTdz7Phl/eSllgSOXWc5YIZJNdNDc3sfzJrWyJ9rHkz6Us/eoFlO9/IrX4xXzooVBsotp5Chc6/arTulPHVeYil8kNqzL3z2z1s7/NVH9rdqgxRF9bH0bWQJKkgSC8dNaQKnNDeEAxu3+Oub/K3PFJBx2fdCDrMp4K0ZbtrnSj2QbfGyNnkAgmSARFwkx36ANV5gN6X0qSCOg0l5jX398nWVLzLcEHad33nj16MFdwnvhOtbwwKOgB4nfU+yG4rhz++GSPmHvqDzRHQ9bEd6d7/WCmeTTCW4X2QH/L3lCG+nRL2rHP/+re/Bw/gyJ9IBQ7G58QQn6WgHjdbS+L1jXfAb7/2bSY/QZRTXZUjv6405CubV34SiNY9DBlNZ307rUQ7+wmGfaaQfIQWj9oRdElxk/ZjLPYgZFto6FS5/HAn7j7B0tYOXcudete5ap7f8IrP09R7ZkMyOgOESQPQ5JEZ8f+yCqSawLOkjhbGgt48JkC+rQ0K3/zKHeX1DCzas6wauHphmIERbL3eItznmmoLhwlHiKdlyN1vYynMMLG53Io2Qg2t4TNp+AqilM4w8bW1VuZdL3wu2/b0DZCxwPEerM/8dVPJpGhZ2cPW57cQve2bqZ+YSqyKjNh3gSsXit2vx13eT6JmgqJZGLhpSLBozrPWKX/MYnmFJ2Y8Rbxb9Uq1sIdr4kkW8k1Yo2sHqBzT3NCxQ2AAm1rhNr1wbCVCTeM3g9EVbofe1VeDNMyOOdscloxZmaSGxoaWL9+/UFtG77//e8f7e7HNMNmkmG4j5q1DNLbj37nkjJ6pWoo2YQQ2el+VyzKCy898ir2GCKVzpLu2ARKBfR8wvL/eVYEyHeJi2F2JvSQZPljH7Hi6xcBQpVa1xRQLDT3eZn1L2vFNj+Eh+vaeOrbTw0PqiVZCDMcasZEcYjF3Rhb5MiqjM1nG5ijzCQyA+3PyUhyhGr20NbsXDpHuDlMaJ8QAEvHRFvw/lXmWGeMUOOgL7O90C4Usys92AN2enf3CgEkCewBO95KIf5lK7QN6xpJRVOkoikiLREUTcHitgz8jRD/0twi2RFrEoGo6hCfQX+nRL8tVDYuKr77jwGo+bnyoUP2kgT+SwYrymU3IiyTEArZSh8UXibalEGIwqV6RRXhYLiniu0jO0dakBmGaGsObYTSa0f+Hm1lw4Nwa9GxL8JkTbxX/UJo/ckAzS38IjvfyovbSeL4ut8T7+FQdfpUSMzt9+2G6q+IxUmqWxzvGTKP1buzlwmFQQBmXL6TLRt8RFtaSYYrcBSZs6P9NK9vpmxylHLvs6RSZ2MJTGf1trV89wdLuOu73wVg5syZGIbBL599nPtqq0S15RBJ2lQqxapVq1i4cKFYL2guOuIat979L3zrO0v4+xVzWbd2LV/8h7/h5efXMvHsiSfj5R53MskMuhZFsdhFks/kwEgSij1Al1rML571ElGitFzxJF+eOpVU12zCXSptW1L07NvNuKumsv3Z7Uz6/CRsheL6F++O072jm97dvagWdSD5ay+0k0lm6N7WTXBfkERvgl1rdlH9uWosbgul55XirnRjcVsGtD7IRIUzQqZPtOPaK8x2+VOBtURUgfvbrt1Txfr2UElbxSpmk/v1gcpuhI66kQKf+6O5hjtUSJIIzEEkoE1OS8bMTPLUqVMPafX0la985Wh3f3qhWPOVr4zIQkWOIUg+3Odz5NV+Q5ug9SXRKuo5CzLHuT04mxCv7QQGjaue385DT28FRPZnSyRI9p+GZ4uzcwweXbmD9R90AvC1mybz19eLQGX5Yx/uF1Qb9BjDg2q8M9BkLwdtUlddojJ9GgQHqlVFtYrFAYh55kRQtKDt780sazLecV6847wYhkG0PUpoX2hgEQF5xewiB46ivC9zLD2gmL3z051IsjRQYXZXuIl1xIh1xGj5oAXNrg0E0+6K4Z7M2XSWWHeMWLcQ6tJs2kDAPDDLLGsHbgUeagtlCeRnmUWLsaapLPrrW9HKL4GO54d7KUuSSIq0vSwyy96rB++LNYlKq/dsUXXu+UAIfR2qxVhSRNa5530xpy4pkDFExbv7bcg2Q9lNw1u3QLTvlV4z5Hsli9dyPNC9EM8HyZKWFyzrEQF5ZIeY53dNGnx8ZCeEu4W1Wns95BqH+JNvFdsZWREoW4uOzzGeYnp29TDzgiBZycW4s/fx5uoLSXZ0kYwkiXXlBeTy+QrVqh5wLlbTtJFtxWcQLe+1UDGljRw2tORWfv9Gmhc2Bfnmz+YOe9ycuVfxjUcfEtcEveCQ+02n0zz00EPcfvvt6LpOKpVi5a9+y7fuvIu77roLEME3hsGKFSu4/8H7sdpPvypOqCGE1RFHcRQOCpmZHJDmriSf/9o9LF58J6t/OJe6ta/y9yt/wu/+JkL5lJmUnl3JlhcTbHtmGzXX1bDtuW0UTS8iuC9IrCtGtCNKMpzEUeQg2hkdSNQahkG0I0r3VhFEF04rxDvei7vcTensUjSbRsGEgsHEbrxNXCesJYOiTZr7IEduckKQJKHLE94i1tKSBIHLhNDWgURkZU0IdfYnvEGcl4rnCWXqfivGw8E5aXAUz5xHNslz1JHPvffey1133cVPfvITvF7vqI+54IILaGlpOdqnOL1QHWKm11EtqjDxk/C6JUXMMztroGc9zVtfZfnzcbaEYcn9v2PpzX7KS3yD1TbNJU4c+wW8w7yChxLeDl1viLmywBUj20ePEwtvmMzt1w625i35r3d4uG4b2ZmDJ0ZlncQdtZMGgt5f/3k7V35TzKMeMqiWFNDfYdFfd7Por28d/SA0j7AEOk1b1xVdGQhyc9ncgM3U0LktyIumlDhxljgpv6icZCgpLKb2hYi0RjCy4n3U7Br+yX78k/0YuXxg3RiifUM7e9ftxVHkwFMlWq9thm1A/Kvfk9ldLoJpe8A+rH0yHU+TjqeHWUz1t2Yf0mJKVkSVv28PpIPoujb4eeYuHvQ8HHixsrhYtr4grKOGYmRFBTWyUySa7IfZXuycOKiQaWQhYUAKiOdgws0jbUNUB5R/fngAbik8fokY3TvcO9p7LoTWicVD4UViNtpRPdCK3dwRZfljH7ClJ8KS+59i6VemUt5fTQ1tFttLksjenylB8o5uHPOC5GxnU1i8h74ehXBjJ7lkluC+4IjHu8vdOEtG2r/ous43vv6Nk3DEJ59sKkvHpx2c+5fN5LRiFG8VX7/kHba11VC3bq0IYvOsW/cqtZedDxyduM2qVat44sknWb169bDb58ybx/33P8CkFZO4+1/uPu3arnv39OLwJFCsLrNV9xCkUilW/t8HWfytO4clSgzDYNWLD/ODa3Wsli7kG2ayvV5h2+ptTLh6AvHuOD07e+je3k0mnsHitdDwWgOKRcFR7MDqtRLaK7qlfDU+Jt80GXuhHd2hM27eOBRVoWBiwaBSdjYpdBi63xVFB1upGLc6Gv96k2NH0cX1qi9fBbYWgWuqCJz3R1JEG/Zo1ylJgsILxXph6ChXLiNcZUa40CjgP3/w/037L5M8Rx0kL1u2jIaGBkpLS5k4cSKFhYXI8vBFbk9PzzEf4FhkxEwyiB9VOiROruU3CkW+7nfESfhEo9pp5nxm/aSBnrsksssNHl6X4qllnWxY7qHM0yoW9umwOGEotrz1kQusAXRnDYtumTa4v1xGyO5HG6D4asiERabVOVGIZXGYC4D+C1AqKJ67v202GxeedZ6zwH0WuqaI1uk8S79yHk99axc92TTZeSJA9v1fC0t/OQtHfhb26zdPHagkHzSoXvx5oWate4XtDoiToOYR78PA3+mtqjoUWZEH2q1BCJckQgmSoSTp+HCFZ4vHQpGniKKziwbassONYpZ5wJdZlnCWOnGWOim/sHxA4TrUEKLtozYUi4K7wo2nyoOrzDXgydzyfguKRRkQGHOVuLD6rQMZ/KEWUyACc4srX2V26qMvkiVZJDOi+0S1sx/v2UJ8Jbp3vzdDhZJrYfezkI6OzEinw0IDID+rLoLIrWyJKCz5r0+GB5H9z182xHM5lgTL82IeSt2vEi1boPTz+11wpeH2VMeKYhWWWP3t5o5KSPiFarxjglCq7/0I/BfR3BFl1rdfpeeu75H9p7k8XLeWp779Mzb8cp4YS0hHxPvqHCdmuqMNoyuEnmYkO1tQ1Qxp3wUosQ2UT+qkt0En2tGOs7x0xOPDzWFS0RTecd6BxXS/6F2kJYKj2IGz+MxaRMW6xKhFSUUTWAuR3FPQ42384zVtzL33pxhGljlzr2bd2ld58Bc/p/65/xbXkKNIKi5cuJCtW7dSV1c3LPh+9ZVXmTfzYm695lZ69/QOr/adBgR3BylxJpCtZhXyUKxatYonnnhilETJVfz2kX/HP8lHNpUiszdKzef8qM5ydr6wEwxwlbkom12Gp9qDrMrkMjliXTH62vpI9CYomVUifrv5pKskS4y/ajyaTcM7zotqGbLsTbRDJi6SpeU3m6rWYwHdK4RYkx3i3/4LIbp7+FraGhBr0UMVbvbv6gKouBma/yxGj/rxnDX4uWtuM8l1GjNmZpJfe+01KisrKSkpIRqNEo1GRzwmm82OsuXpz4iZZBA/sP6xSEkCz1SREet6W7Q9HmdS6SzpIRXCkS3H0EOW5S9JrPj6HHGIioQup0XQm46IAKFvD3S9KxbXrsniBNGer0RVfmFwgW+vgs7XRZuqbWZeUGxIu71hiCRBrEn4zSa7RDCs2ITqYL9apF6QV43Mz0jG8r6E/SIJuQzl0kds+D4sry/n0fvbuaN2Ekt/OUss5BULZJPDAuulXzmPp769lx4jSXaOMRhUP3objknXjWwVt1ceu2jSaUS/ABjlYm6uX2RrqAIoDG/Lhrwvc6MIhvvFv/r3Vzi1kMKpheSyOfra+gg3hGl+r5lUJCUqyRVu3OVubIU2gnuCBPcEAUTQXOrCXe7GU+1Bdw0mJ9KxNOmYqDJLUl4xu0BYZA3zyJQkEchFZUh2Dt5edCW0Z0XQOxRFh5KrwXhcfIfLLxr8XsfbRDCr+w4dRI6CpqksumXaYAJm4BgVKL16pJK67j3uCZnm7hzLV/4nW3rCLLn3P1m68ArK6c5n0y8hte9p0mkry/+YEa/tLjFfmp05kx7DYPljv2PF188Rr6dzA7pznNhxslMk1RzjT9tFQy6TQ821kslawDcLo7WAs6/Yyeb3fcRbRw+SARLBBF1bu/BN9A0I3PWLAsW6YmdckNyyvgXdruFytyNZRGJEClxGZfJp1v6zzgPP/ZD5P1/BgtoK6p+8j7LSwOgL0MNA13WWLFlCbW0thmEwZ84c1r36Mj//Pz/nF19ZDNEYCU0n3BjGU3V6tD1mU1l2vbSLibVxJLv3VB/OmOdAiZJ1a19hzqReVILIdj9VM8LgrCaetOIonoqiKyPGIWRVHuiO2h/doVN2QdnA/f12i4AoBiS7oeXFwdEBW4XZaj0WsJeL9WQuKXQyfBeKa7fFD77zxfV/f6x53+NDOWaoDiHo2fqC6JiSdTF21Y9+dOc1k7HBmJlJDgQC7Nmz56CPKS0dfQFyRqLYEeJAQwJH1QYlc0ULY98O0UJyNMrXozA4xys4nDneRbdMFRVj1TakmnWeOBlFdoiAPtMnWrh9FwyvEmguURWLbIeOTULoaO9vwe0XF5VEh/CL7Re+KJiVt6o6yJynvUKoFzY+BcVzRKDcvhYklbJzvsiKs6ys/+Q5Vnz9IlFB1lxQ9WUhtBFrFAF5rJnyIgcbfnkryx/7iEdX7uCOOVNY+sdvUVZzwcjnVF2fqQB5f1SLirPYibPYSS6TG6gwH9SX+Zxissks4SZhLxVuDJOJi4BBVmTRWl3upuKSCpLh5ICNVNuGNmRFxlXmGqhEW71WgnuDBPcG4U2w+W0DqtyOIsdA9dgwDBIhMWMtSRK6S8dWYBMBc39btr1SqL4PCFdZofx6URXofGu4yJeaT9YYWWj4o6hGe8+BWAMprZx0IsPyx7aOHkQ++WdWfG0SZJODgnF5dE0Z3oUB4iJceoA2sP4L+XGiubmZWdfdSs/ixWRXL+Hhujqe+st72fCfCyhzhsDiZ9WGs3no6ffZkvCR/afh86XZOfN4dOVPWf/eVlDsLLplGou+Uzs445XqFYvJ0Wb1TwOrqODeIG5fiBxOFLsPwzGBCWfv442nLiTe0XHQbTOJDJ2bO0eo6WYSGZKRJBbX2H7tR0LTe014K3Joci+Gs3xANEcquYrKzNP86LYSXtsRZ9m3rsMxbgpH22rdT3l5OfX19axcsYL5N9/EF2f28bPzziezK0fTq69TcbXQEFB0BWeJOFdlU1kyycyogdKpJt4bp+H1Bmw3xpCsp7mN1Ulg1ETJ2ld58P/exys/HIc1+gpJ20WgQ+n0C9AL3Ox8LTcwOqQ5xDiQr8Y37JqTDCVBAnelm8C0AJ4qj7AodFlwlQ2vEKcizaz69RMsnPQKuq0CNIdIappB8qlHksX6sL/t2jNNJLYdB7Bp1H2DVWVZzyfKDzDHDGKtUHYjtK4Be5n4N4h1vCnaZTKEow6Sf/aznx3yMY888sjR7v70Q5KEumxmlCDY6hd//otEliuyS/itHkPAfDRzvCNmjvvRPCI7VzBbBLoHktmXJHBPAW0CWJ6D8itACYkg21mTl84/AlEbxSoqfOHN0PqiuM0zXRyLJENmeGswhZflM74e8ec9G3JZyMUpq0ywYvLNrP/kHlb8689weEdraZXOiPbR44Wsytj9dux+4cuc6ksNBMz7t2UrFjHLVTCxQLSedsUJNYQINYaIdkQHrkcWt4XAWQECZwXELHNHlEhLhOCeIE3vNKFoCs5S50B7Ngil0v62bVepS1ShK9xYPCIIMQxjwPqKfaKSbfWICrPq7Bf6GNK14qoRFYHud8TYQz+SnE/GRIUKddPTAKx6bxIPvfgcWyLK6EHk/Q+w/sMmyERYdPPEkUHxUGzFI/2R+1Fdx8V3O5VKkU6Lz2f5ypUiQM7P9Q0E9k+8y4qvONEUg4VfOJ/brz+LJb98lYfXvUp2SOVGWfsyd5yfYcXNcai8Hs3mhtCnUHT54BNmIiI55pwo7OdSocEsvyUwpn9TXdu6KKzsIyfb0a0usv7z8IX+SCyoEG7sofHV94hHHaTjIvhVLArjascNVKX2D5DTkT4kOUes03ZGBckt61uomNKJIVmRHVVCMCc/ziCV3YCS1oG1UDBDbKAXHLN+Q1lZGcuWL6e+7hWWfrWadONuHv7nS7EXRsi+/Abjrr2Srr1d/Mev/oMv3fAldE0ExqpFJTA9MKZasZvfayYRiqNb4mA/M2b5TzQDiZL7fsL8m3/Ognk11P/qKtG1Ey3H0vYyaUcJ6eRWfJUXM/XmCbRtFN0d7kr3QELV5rMNdD8lQ0kkRdgn9qNoysjWfSNHOtLKQ//zB27/Xi96ybnimqHYTI/rsYLuFRo6mXC+e+wA1xnVOdwRxhoQgXLfbg5qIaloUHbd8NtOY5cYkxPDUQfJX/3qVw/5mL/92789I4W7Rp1JBvFjHS1I7keSRCBpKwUuz/uzNkK0ERKtw9uXD8Goc7yjtRwPmeM9JJJ04AB51IPwgO0Ys+b95u7WUrHoth2g+8AxDpzVI2+XFZCd4r3POkTr7IEywdYS0/vuAEiSyLb3L/yz6ewwX+b9xb/sATv2gJ3S2Xm/5XxbdqgxRDYpAlZJloa1weWyOWKdMSItEbq3ddPwRgP2QvuAAJjdbx+sMgNWr3Wg/dteZB9Y5PRbX4Wbwyi6gtXmwaK2oNv1wSqzahW+244qaFsLDAn6da8QoiuYDdE9LPxCDbfPl1nyX5/wcN3a4UHkunXccdMcVvxgEeSyaJENENs8utqmeyoELh9dlEtSj5vw3apVq3jooYcA2NLRQXa/ub7snDk8ev/PWf+GzKIbq1h0yzR0zcXSv7mKp759Lz25HNl5V6OsfQXfv9/H0l9chyP3jrCuc18kukr8Fw5vC8/GRGJhf5J5YbwTJOp3rPRs76GgJCx+96obpeRzGHv+i4qpHYQadazOPchISBkHRspLMmFl2+ptFJ9TTPkF5UhKfn4+naNtQxPRnR9SUFOK5vSQTWdRtFE+69OMbCpL56ZOzr6tBUMrAGthfpb/amh8Uiw6jXT+O1wBSAc+T+9Hc3MzK1eupKOjg6VLl7JkyRLKy/f7rkgKUmkthen7OOeqZjY8Wck589vZlXuf0rln8dsnf8sXrv0CuqYj5WJkY0niPU7s/uPs5HCU5LI5tj29jcBEBVnKHvdukTOZsrIylv3bvdTXrWXZ0u/hCNWJ7hVHFZJzPHp6K7LXT1BK4iiIM37uoAuCJEvIdpnf/v63fPG6L6Jr+kBiFfLaHD4bjiLHSFHIZLcYJUnnE372yvw8sllFHlM4qoSw5oGqwrJFJG/3T5jpHmHT2Ldb6N8ciKGjeIpDbGdyWjNmZpIBEokE//u//8uWLVtGFekKhULHsvsxy6gzyXDkingWn/grOFcE18EtwoYlEzviYxrRcjx0jvd04GDzbZIqKhvHgmw97IWdici+91eZQXgf91eZU9HhFx3VquKb5MM3yTdYPW6OEG4KE+2IYuTEBU5WBmfHSs8rHbCZCu0L0bFRtL46S524yoXQl2EYJIIJ2ja0oTk0vNVevOO9uEpdA8FLNpUlmrKQSKvI2W4UXUG1qmg2Tdhk2cfTwnksf/g/R4pxqXbwTEcHdGDp7TN56tv/To8hkZ0zB2XdOny/+neWPvMfOBx5tVPX5dBXCb0f5lVQncInXfMdONOt2MWF/DjNIi9cuJDbb78dgCVLl/JwXd3ogf33vobW9gwg2tHLi51s+NW1LP/db3j0/pXcUVvO0l9eLc4R8bOg7RWROABROfaefXgHlGgTVcUT+Psa4bV7mHTv7GaqP4ikOcFWDrKGoRZw9uU7+eQdP8XThD6CrvahKRGyOTuxRBHtH7cTbgozrnYc0Y4orR80oxv7UJUk4b0N+GaeQ6wrhqv09Bf56WvrI9IaoWRco2hb7B9H0VxQNBfa8l0+/Yq/uu+w2uybm5upra1l8eLFrF69mrq6Ompra6mvr6esbEjFRlLQKuYiNa7gohs2IykWPnq6iOk37SGakkjH0jS/sxe70QupbmyFXhR7AJvPNiaqyclwkj1r91B9bhoDkGxmJfmIkVXxfSu/GdpegnirGIdpfha14DwKCtuJxH3EMkVoNg17oR2b30Y8Eef3z/2er3/n6ygpZUAE0hFwiO/HgRTSE+2iSJGOiGBKtYpEnxkkjy0UixgNHG3OWFKFveGB7ElVB3hniOJTLi2KMNmE0MEZrcJsN6vIZwJjZiZ5165dXH311ezduxcQ1aX9W9PGwgXspHIssvGqEwovAN95EN0jVHolNa9eq4u/bEKc1DP9f8PVessCDlZ8/SLWf9A5OMd7AjigZdSJomCWCESOBUfVaSs+NBbQHTq6Q8dV5iKXERZTiVBiZJV5SPW4dHYp2VSWvlaxCI+0RIh3xweC5v1tpmLdMSLNEUL7QjS/24zu0MW88jgPzmInnZs76dzciWJR8FR58I7zCl9mXSGrliHlomRTKbIpUQUHaO3qZt5d/0bvnXeR/cc5BxXjKj/7Ojas/hLLH/wdj97/c+64aQ5Ln/kPIVI0FGf16F0No75xPiHgdxytxXRdHwgUly5ZwlO1tfQYxsjA3uUC6YrBUQby54hFs1n/0XOs+Po5g+cIa6lIGvTtEiMVwU2iw+NwfzPxFlFRPkG2Uft77R4uvTt7cV/bi2SfKhbh2T4MxwTGnd3AuscuouGDJNHOHH1dWaI9OdwlMSbPiyE7Sol3w5YnhfWIzdJK9+4IDeuTTLvORnjnDjSH84wIkpvebcLi0vF6W5Cs40WQLKmi0uasEqI2qY2ianOYVeRUKsXKlStZvHjxCIuf+++/n/vuu2/4BhY/OccUXPRw9hW7MCQrH62GqtrtpCIxWt98DyWlko4ZBCbHcU/uGjPV5K4tXQQbglz8pShIVlMd+WiQVEAWDgFl10NHnbjdWgShzSjWAN7qmTikLFpByYjzqWpRcfgco4p3jSDZIwKmzjfEf91nifO06jCtf8YitlKhRD20Iqz7RGv04WhiSLJ4nJLvMlSsYuRxmH6Q00yQmIzKUQfJ3//+96mpqeHFF1+kpqaG8vJyWltbAWhsbOTOO+/kr/7qr47bgZ4WyIqoLg0VDDqafbhqxN+hiLcJ4atU79E/31EwqljRIUils6x6fjsLb5g8rE38kEiKWKwfC7rfXLgcR2RVtLHZfKKylI6lBwTA9q8yK7qCp9qDp1q0MWVTWaGG3SwqyMmQCGYlWcIRcOAIOCiZWUIukxt4zJ5X92DkDDyVYj/uCjc9O3ro2dEz4MvsqfLgLQ/gdLYiSTlS6TTpTJaVf/iTCJDvuls8/8yZ9ORy/Otv/5f7/vYcZFUSowu+KeCcQJkTVvxgEevffJ8VP1iEzWIh1pNCs8to1iM5XUqicmk7jnZPo1BeXs6G+nqWr1zJo/Pnc8cXbhwe2DurRZAe3XeIw5XAPV20trkmD3qH+i86/EA51phXsx87v7XePb04Pb1ItmJRyVddSPm5ZKcvSajFirNQxj/RgqNApmVTmg9+F6FydpKyWQGS2QC5vjY2vdhJrDuHrUCmYX0K34Q9eKeeRSKUwOo5vUc4Wta34AhoWJR2JNtFol3YOT7vymCAbzYYPmBt3p3g0AvTA1r8zJnDN74xite07kGquB7L1hUUlJUz4/LNGPJs3ns6RTyXYserMZxOK0Y2Q+/eKIXTt2ENFJ7yarJhGGx9eiuuEjv+inYxz2oGWkeH7gXiojJYPE+0v8Yaob1OVJWj+9CcMgS7xTXdGjjEDkfByAnBz0xUqBvLujhf2SvE53Yck5kmx4kBEa/dQnzTVnZsPtaaG1wThcBnfxu3OYtscgCOOkiur69n8+bNBALiRDX0QlVZWcn//M//cN1113Hrrbce+1GOMQ44kwz52dhjCJKPBFsJVH4RejcIL9Sh4kVjjHQmx0NPb+X2a2uOLEhWXfvNeEocVLVwfywBMW9kcsLQ7BqaXcNVmq8yRwZnmbOp4d9JRVcG1KwrL6kkEUyIeeZ9wmaqX2FbVmXRXl3txTBEC3doX4jWD1rZu24vzlIn3movnmoPRs6gr7WPZkQhwluc4MUtL/DU2/XsSiXIfu9fhh1Ddu5V/HblCtZ/0ADA126YzsJv3IYWSaLlK6uGAcEOnYhRQE6yIwfjuP1B7IczsqQ4RGB6LBfyI6CsrIwVy5axvr6eFf/nZzjSe4XAVj+By4QlW2akTd8wXDXQ855oRbSVQO/HYgykqPbALW37k+weM0GyYRj0tfZitfaRsZcNLIjl4iuQdv8Xt3z3AyKRYqLxUmKJYoycwqQrFUqmamx7JU7Htla8lZ20b05Rfq7OjJvsKEYbrz1kJ9wUI9a4F6vXeVoHyYZh0Ly+mZKJISQpg+QcJz6//sAh1giShOauZNFf34rmPrxz6QEtftato7a2duQGuhe54noyza/i6nsLKudy9qUfYymfxR//oHDJVxTKCnei5Lp48t7zaHxrNwXnnHvKq8npaJqda3bin2Ch0L8VQ/cjmUHy0WGvAKN9UKgpcInoUOl+T4x/BKtE8sbICg/dZAekjrBbLt4q5uu7P4DwVnGu7n9us5I4dtELRMX/eF1TNbcYgerbla8ij41rlsmxM2ZmklVVHQiQ+8lmsyiKCGg8Hg8NDQ3HdnRjlAPOJIP4wQ31bj3RyAr4Z4sffM96yHacPm3FknxgsTJLoWg9l98d8nhVVJVzqXzbeZ9oOx81OSCJC98JaP/UNI1FixahaaYK5v7IqjxgHQWDdjmpSIpkZHhrNghxLqvXStGMInKZvOdyU5hIc4RYdwwMkYDrt60qv7CcRChBqCFE755eGt9uxOaziWp1lQe7305Xg5WZtus4/5rz+a8NT/H82rXkhik6r+VLV17Osq/ORUk3IduqiAdzxINhACKUkElrxOM+7DaxAM9JNoLdVhLxCJ5AFGW0PI+kCIXUU20BYy8ftM4AsQCoXABdbx3Ys11ShIOda7JQm7flxYciu4RGQsk1gzYZByMdFBmGMXAOinXFsFlFl43szAfJqgSuyRhqAXZXmHRKxWrpxmdsJpEIEIlVQbGf2X/hoPnjFKGWLOf/pQNHoYLN2kFhwUYqzppC4wc6vsk7sFdOIJvyoOinp4BXJp6ha3MXU77chqF6kKzFeR97xLkzE4NUN7qusegbXwfb4S0mR7X4WbeOBx98kPr6+oHHDZxLLXbIFaJUXEV2Txhn6g2McfMoTW5GVRKUFr2Fw5rDZW/i0i8ofPLmLEou2oY94Dyl1eTgviCdn3Zy/l97caqbkVxnjXlbtDGLrIC9BmINIqkHoovBew70fCiEEWNNefG4POmwGEPLHUaBIJsUCcBsmuYNj7HyaTcdUY2l/72VJd/XKC8xg+QxzfFOOuuevOjX6XnuNhmdMTOT7PV62bJlC9Omibbb8vJyVq9ezRe+8AUAnn/++eNygKcduhfSPjFDcTKxeKH0anDHQX8Rxv81WBF2Lame/F+v+Hcuefj7tQZE22jwUzGjdszH6YN8a6uYgdwtFu6JNrG4VmxCWdc9BWKJ4dvaykRFS1bzVjrFYptMn3htsbySupRvWT9BmWFd11m0aNEJ2feZhmpVUa0qjvz8bzqeFlZT+Upz/3wyiAC73/4JIN2XJrg3SO/eXvpa+wYea/VYsc6wUjyjWChrN4UJ7gvSsbEDI2dg89mE6FjAzo2BG3n9vvsIGwa5efOQX30V98r7+eq3/pF0pBCtsArVMngazCqF5DKDlSAjaxBuDmMP2NFsGom4m1SzA4c7QTadxkjnyKYy5LKgeEqxeKxYyaAeUWv2cUb3ira0dHDwNtUqPNud42HfWnGblG8J90wVwf2+x8BzFjQ8Af7ooNJ9vBWanhF2GYdS/zSyQi12DHhNdm3twl8ZJYsD1R4YnE1T7RiOidgyvYQQgoGSlMNma8du7yDSV05veCoVsyxUzBL7slo6KSzYgCwbnDuviT//ysu4vUEKe1uItDjxVHtOSw2OUJOwcKuoaRLVGotvuE2Zo1oEIdnYEQuzDVj8rFzJ/PnzWbBgwQjRrmHn0qwXyTUepewyck0vEep4nf9cX0IEmf/vnS1879pOvB6Ji64N8dbT59L05naKZk0j0ZsYGP04mSQjSbY+vRVrgYXyyX0o2Q4k1y35+VqTw2VY0lmSxHdO1kUV2VEN/gtEASC6D5qfF/Oorkk093lY+dAzdHQHWfr/3MmS7/8r5ZUHsaPLe+c2b62j9vvbWHz3Ulb/aB51deuovWUx9a+9SVnZqZ9xNzmJmGrWJofgqM/mV199NVdddRU/+tGP+MY3vsGXv/xlvvKVr3DNNdcA8NJLL3HHHXcctwM9bZBksRBNeSHacHwCy6NBVkHLzwc6Kobfl8uIRU8mJgLMWJM41qFt4nqBuDg585YLnunCdzayi8NCkvJtLF5xInLYQH8LKr4g/r8fzzTxl84fh3PC6CrAim30GSRJGmwPNHxClME92WydGqNoNg3NpuEIODByBslIkkRQzDNn08OrAZpTI3B2gMDZATKJDKF9onocbgpjZEXArFpVfDU+fDU+4accShLrihHritGzs4doR5S/027nrZXP8d5PVzCv/Cy+dsPfonUZNHc1559Hx+63YS0sQC3yYugG2VSWfa/tI9maJJvMolpVKi6pwD/ZTy6rEOndTzVehkwkSzISJtwURrWouMpdAxX1k469EkJhRqh4OsdDxa2g/lmManhFxTgZSaK7JyMFk6ISHd4qqjj9pIMiiO5X8rYUiLlAV83IqnGqZ0wEyd3buymsiGLI+fNQP6oTufA8tMgfwDqFJ99v4a+umoDdpYMkYenowmZ9k+7g2SSSfiyWHgIFG7A4VDxFMeyFaQqr+mjaYKHwrB3oBeVkEhm8473DEi6nA83vNGP1WijwNoruHYt/sJIM4rN1TYREx1FVSMvKyli2bBn19fUsW7YMh+MgbguaBzwzkPp206Zfwrx7X2bx3QtZ/cN51K17lbk/+wkvLpvNBP1lzr9+J5ve0ii9ZC/2QjvWAutJTVJkU1l6d/eya80ufONtlJW9BnpAfO8PdzTBBDhA0tlWKoTionvEOqRjBgQ/FlaQqR6at6yl9tuvsviu77F69RKhnD6nlvq6esoqRhkJyHu7p6K9rPzlIyy+eyl33b0E6BeUg5UrV3LvvfcekTCgiYnJmc1Rn83vvvtupkyZgtfrBeDb3/42b775JqtXr0aSJK677jp++tOfHq/jHFMcdCa5H71AzNNG9w2v6IwFZBVk92Ag6aoRFdlkB/Q1iKDWNWn44ldzQslV4J4GnW+NXim3+PNiReXiIqcMaUeOxg/e1qI5RUXrQNgPkiHuR5Ly1aLTd0bws4QkS6IqnJ/pPFhrtmpV8U/x45/iJ5vKinbr3b2Em8PkUuJxkiQNtG/7akSFMJfNEe2IUtlczN5PtzOr+2J27FTorIxTUKlQUKkCKUJ9aZq2uMnltpDMJkmGknRt6SLVniIRTBA4K8DedXvp2dlD9RXV6K6DL6QyyQy9u3tJFibxVHoObEVyolB0EezGGkfep1qFLZWWF1NLZwk3R3AFJmGVPhUJsY568J47csGf7ssntPKjNKmgUOUfSiokxihOsQhOz44eCopDoiLeb2sEQrwrcDny7v/B53qP370R46s3jkNWxfnJVerC6kljafuIcG8RNkcnriIbLvteLMkPURznce48G3W/cVJ9USf+c3tISX66tnThqfKckqrm0dL8bjP2Qh2r1opsvVCIdsn7jZHI2snxwVbtoDlIFV7FypXrWPzdpdx113eBQWXsX77wW1Z8sZiLb9rIBy9OorF+CyXnVePocgx0q5xojJxBz64eYU31XjMzbinAY/1YiORpbrN983hh8Ym1k2M8+C8Wtnvd75KyTmDlY40svut7I74fK3/6Q+796f3oQ8UjDEMk4IFV//0gT7zRw+r/Z96wp5ozZw7z589nypQpZpeYiclpzJiZSR4/fjyLFy8e+LfVauXpp58mGAyi6zp2+5nbtnLQmeShyKrIwqcjQtAm1cuo/mxjAUkSfnTWQ6jx2suh+ktiEZxNiUp5LiUCU/UEfea699gtoEzGPPu3ZqeiIkBNBBNkEoMdGYquDFaPswZ97X2EGkKEm8LEe+LDdN1kRcZV6kIr1LA2Wbj0ViepLpVgY4aWjWm2vZxAd0g4im3YCoM4ih1E+6IkI0k+fexTHHYHqk2lc1MnFZdUYBgGmx7fhLfKSyaZIR1Pk46lyaVyQmU7Pxtt9YrAP9YVIx1NUzCh4OS3YFuLhN1J9uCCXZHWCBgGsaCC1V4FuZxY7Lc8DyVXH/x33fshWP2iA2SAnAieD+Z9fhLo2dVD+cQgkmYbfiyaC9yTSRd9iUz7FiTjE+zhZ7DkKkhbziKnFqLZNbzjvdh8ETS7C50G9PgnpCznYEltoubiUtY/m6Dl4ziFUzfim305uaxK755ekuEk7go38smyyDtKctkcTe81UVCeI5vp4ZGX+lg4w8kpraNpXlY9/hhP1DWxesncYXfNmXsV3/ifX8HfTsWZfZ/pc7rY8a5G+QctA57uJyMZFdwXJB1Ls/OFnciqTMm0DFpmD5JjJjjHnfLk0JlESilk1aP/zcIbz0cvuQbCm1n1+2d5oq6A1f+03/djzhzm3/9zpkz4GYsWfkmIcmlO0TmXS0CshYWXJdn6QYK6urUjBOUWLFjAwoULT+4LNDExOa6MmZnkZcuWAXD99ddz/vnnD9zeX1k2GUJ/O3CuMj8X3CPanI9EpXmsIcmHJ+RzPLCdhCqGyZij35vZXe4mk8iQCCaI98ZJx9IDj5EUCVeZC1eZEBTKprLEumPEu+PEumLEu+LEemIAGIZCKluEuzxFQVWKCeTIpAyCrSrdjTb6Wvto/7idjJpBkiVqrqmhoLgAgN5dvTS+2Uj39m4qL6skl85hGAa5dI5MMoOiKeRackRaIjS93YTVa6XsgjIKJhSQjqfp3NKJs8SJZtdEMuBkteU6qiG8hQOda+LBBOmoeD+zqSxJ5xQs0j4ovR46X4fmp4Vol+UgYmTtdaB6RLDcT6r3lAfJvbt68VzYi9Tf1dOPYgHFhuwZRyaYJSfvI+m+CKvSgDX6Cml9MmnrOUiSitVrRUk3Y4m9S9JRi+qtwuhox+3cy4y5HtY/b6HsnDaS8XcoueQyJFUi1h0jEUzgKnNhD9jH7KxyKpKia3MXV/xNhHTOykOrd3P7d/VTGyRbAyz8y1vYuqOBurp1+wUyr1J72UyUiTdjdL/JZQs2s6muiH2vbqXk3BLsAfsJ963ua+8j3hMnEUyw6Y+bKBjnoKJqs+jM0AuEEJDJcSOdU3joN89y+xevQ3dPA1spC+9IsjXyNnXrXh3x/VhwUy0L/+ImoY2QCYs/EEn9zjfRw++x5LYJ1P7Lz/KCcvOGCcqZrdYmJiZDOeqV2o9+9CNqa2u57rrrjufxnNnIilC+tRYKNcZMRFSZ0+Hhli0mg8ja6DPKJp8pVKuKs8SJs8RJJpkZqDCn+kb6MrtKXcMWy+l4mo5dHaivqEi2QqJxUemRpDSKnEIvtFDiHzwVJtIJ9Od0UZnKBzi+Gh/uCjfN65vZ/PhmFF0hm8wKMbF8DGQvtOOp8uCudGMYBrtf3k3htEIqL61EVmUiLZGB55BkCc2mYQ/YT6w6r2oT3SGJthF35TI54h1Ch6B3dy/eai+xqBeLnhceLKoVc4DNz0HRlYP6BCN2lIa2NflZ53ziLB0S5zj55LSe5jI5Yl0xctkcRs7AyBqE9oVweXoxbFNGnkM0F6q7Aqu3CVmVsRYWo9oqIDUNrb0ete/PJG0XA2CJvUHKeSl64XhkRSJXeBF665+ZXlvJB39O07E1jSw3s6v7bSrnzsbitpDL5gg1hoh2RvFUerC4x57icfsn7WRTWSomt2HoXiE4dapHVRQrum8KS/7hdmpv+SaGkcsHMmt58Fe/pP6Z/wC3F8M5CbfawFlzo2x/q42md5oGfNZPVAU/EUoQaY6QTWV5/b7XeXnXy/z1l6/D5/gQ7NXid2ZayRx/ZE0k5X2zoH0dusXCkr+6gNpv3ycC3blXsW7tKzz47yuo//Xfo2ujLGtDm6HrbcgmKJ94PvW/TLLy2TeZf/8DLPjiLSME5UxMTEzgGIJkn8/Hyy+/PGD59FnisGaSD4WsiDbifoGbdFjMzZwsj+XTAdU1cj7O5DOPalEHLKFymRzJcJJESIh/9fssD0WzaRRMLEB36Uz/8nTUjEqkNUJfax+R1giZ0IHV3nWXTsGEAiItEWKdMaqvqKbo7CJy6RyKRUG1qii6QiYuVLZDDSE6NnYgazJVl4k5+r62PibMm4DNPzirauQMUtEUqWiKvrY+XGUnUOTLVpr3Fu1iaEW5r70PNSsT747TuqELI2fgq/GR9EzCknpXjGAUzBTnqPY6Efh6zx3d3ikdgbZXoPz6fLupIeYJh84Cn0ASwQTh5vDAvzOJDPGeODZbL7K9VKjlDkV1ga0MRdkvoNILkCpuRgp9irVnHRgGGfcF6IEpSPlsiGwvJmspw6vu5IKbCnj995PJZaFsRhPbnlaorp2Kp8ozcBzdO7pxljhxl48tMcGGNxtwFDnwencj6X6Q4ydkZOaILfM0N+U151H/zH+w8sHfiUDmpjnUP/MflJUK8Ua57BrSm/+dHYXrSKWvZ/cruyk5twSb34an8vgr1qZjaXp395LL5fj40Y/Z+cpONjo24q64EmtuC5LjykFVZpPjjJQXlNOFd3uqh/IiB/W/nMfKx37P/JU/ZcEFOer//WrKrC2w7/eiou+sEd0tmYTQUelZD4WXgqxSVlbIsn++ifr3vsmyf/vJwQXlTExMThvGzEzy1KlTiUajB53N/Zd/+Rf+7d/+7WifYsxy2DPJR4LmFvYriS5hfWDkW0r7BXY0FyDlZ4AzYtGb6hEq1acjmldULZLdg6+1H0kFewWa02X6EZscFFmVsfls2Hw2DMMgk8iQjqXJxMV/07H0iMBZd+n4XX78k0UAl46nibZHiXXGiLZHyXXnUG0qk26cRKA6gCRJGDmDzk2dNK9vHjWY1ewa/slin0bOoGdnD3vW7cE/2U/5heVs/dNWAmcHsBfasXltWLyWgYpXJiFEvvpsfTiKHVi9VuT9g7djQZLBUSUqXfFmiMYxcjmSfSmw+NnyaoSevX4UPYR3vJdYvByLYhG+oiAUZctvgtYXhH2c78LRA+V4s6jYeM8W/072nLwgOTS8EyfcFMbmyaAqCXCUjwxeNKd4P/SCkTuTZPCeg2Svxkh1ow2dt7aVg+pEKuxFa/4T06+sRrNA3W+nEO3OMf7yZna+KOMd56P0vFLshSLo7GvrQ7Nrp07tfBQa32zEXmjHoTeStpSDlBaKwseZo7LMsxZRNu4slv1gEfVvvs+yHyzC4bAJ5W1JheK5pDev4vevbeGfr7uGrc+1sO/1fbjKXTiKHMc8zpBKpVi1ahULFy5ENmR6dvZg5Az2vLKHT37zCSWzSlD2QXFF/lptKxVB8lAVdZPjh60E0nGoWpAXGN1LmbaXZV/Xqf9gH8u+rOIw3gVjnkjY9W4Qf7pPjFd0vyM+G0e+G8Z7tjiHmUrkJiZnFMd7JvmoV2I//elP+fu//3va29sP+JhHHnnkaHf/2cVaKE7gzomiauOZBvay/FyzU1R1rIVgKxZewvrJWYQeFyTAEgDP2ULQzF4O3hniwqXkM7m6T6jrWvwDiytzTsjkcJCkfAuz3467wo1/sp+SmSUEpgVwlbmQZGlUYR/NpuEd56XsgjIm3TiJ6V+eju7UcRY7B9qgJVmiaEYR0788HU/1wStVkizhn+xn2q3TiHZE2frMVqJdUdo/bmfPq3vY/ORmPnrkIz597FM6N3UO+D+n48IXuv3jdrp3dBPrjo1aGT9qFAs4J5DWJpDNyGT0GvauV9n0ZCM7nt9Jb6tOz85eMilIqzXDt7X4oewm4Wve9YaY8RuN4KdCTRbEOEnuxFvgGYZBKjK87T7cFCYwLkEOTZxz9u9I6RcarPiCSEKOJlioe5CGBsiaSyj8F56PbAuQs03E49hO+ZQervnmLnobMnz6TBDNaCe4J8iWJ7ew44UdRNuFcFpwb5B0PD3yeU4BmUSGtg1tOEqsaEaLmDmXtdGTH6cKe+XgLLnqEo4LnrPAXgH2UqSCc5GMJDNv7MPikgfU5/vHGlKpFA899BCpVOogTzI66XSahx56iGQ8Sc/OHrLpLF1bunjngXdwlboITA8gyzmK/RvE8fR7TJu+qycGWRMWkP0Co4UXwbjboOJmQIbiuUIHofvdwfMPiEJCaCuENkHhJWJ7xSLWTpJielqbmJgclKM+QyxdupSGhgaqqqqoqakhEAggy8Nj7p6eUWyCTA6NJB+ez6gkCzXNhD1vcXCChMAkRVSuj2pbNW81pYiquKNiuN+mJInFhcUnZhuPob36iNv6TD4TaHYNZ7ET1apSPKMYDW3AZiodTWMYB/7dKLqCzWcjFRGt0bpTp+a6GpKhJEgMBt4GxLpjAy3csa4YFreFKTdPoeX9FrY9vQ1PtWfAosrqtZLL5Gh4o4H2je2UX1BOwURR1TQMg2Q4STKcFIG/Q8PitmBxW9Adx5YwyiQz9OxNYKARakqy8XcbSUVSuMvdNLwbw1cSo2CCl77UOAqkLcOCYUN3I5XfBC1/ho51YmZ5f7ubdEjY3jnHAYZQubYeRPTrOJDqS5HL5sgmB0Xb9tbtxVccwpBdBxYQ01wghUWVufxGkEPQ88GAXcwwJCWv9J2f2fXOQEoEUZv+iLNgPIbRTu3fenjn8RI+/kMbJefEcY+vJNwQJtwQpvjcYiourqB3Vy+F0wqPb6fAURBuCRNpiTD7L52iEuqoBmnXKT2mEUiSmINXrOCuAS2fSFXt4lpSdj0Ydbise5hx6xTe/a929qzdQ8G4AlSLSkbN8NBDD3H77bcfdaK1Z3cPWk4j3Bzm9R+/jpE1qLqiioyUwOJUsWY3Ijmmi04NxWGOB51IrCWQ6GSYQ4glIIoHihVKr4Xm58Xv1ztDtFvLqgicXZMGu1oKZonbLeb8uImJycE56iD5tddeo7KykrKyMmKxGPv27RvxmGz2KAOrMc5xmUk+nliLxKIhugcQi3eRJT2G4Bbybc+VImCPt0GincOysFJsoiKseYRwEED04DY0wDEvMI6qrc/kM4UkS1gcFiwuCy5cA7PB6ViadDRNKppCSkhIikTBhAJ8pb6BanK0I0qkJUIum8PiGdmW6nF4BmZRc5kc7Rvaaf2olfILy/FWewk3h0mEEoT2hUgEE0iKRNnsMgqnFbL7ld3YP7FTcm4J3iovkiqe0zAMUn0pUn0pIi0RZEUeUMjun4nW7If3u8mmsnRv7yaXEeJWn/7hU9o/bmfyzZORVZktT26huymAb6cI5HpzF6D3vSks3gBZlrB6HflA+UUxg1xy9UjLm+DGfJAMJDtPeJCcDCWJtETY/tz2gTxhcHeQivNDoDpHb6kGcd9QbCVQfoOoPHW9I1rL+ym6QlSy+imYiRzeSsY+Ha+8kQyX4Td2cv4CLw0bXbRsjLDv7Y14x3kpnBrAMAysXiuFUwsJ7gkO+HifKhrfaMTqsVI2vo3mvgJ+/vBGOrqCLF26lCVLllBePkYcBWRldEslS6GYl5d1LLndzLhBZusaJ/vq91FxUYVQGY/HSMfS9OzuQSqVsPkPXyAvk8iI0Y1ommwyy1v3vUVwb5Cpt0xFVmUqZzuR38ggpzvAfq1IMhxOYtvksGlubmblypV0dHQMfi+Lp+YdQnoHxU5lK7gmQ2YPVN8GkV0Q2gjd68XnkmiFqi+Lx2pe0ckGB1fsNzExOS0ZMzPJgUCAPXv2HPQxpaWlR7v7Mc0JmUk+VjQneGeg2VMs+uZdaEWzQdeFwmw2LmaXs3HhbYzBwGrSyEE2wYjgV/OK7Hh/4GovE5nYWKOoFu2PpOZbzgpPnF+yiclxRpIlLC4RNPfj6BMzjVaPddii2lEk5oVDDaERM7D7I6sypeeX4ix3snftXrF98aA4jGEYhBvCNL3bRMfmDiouqhhQxJZ1Ge84L/4aP65y17AW8Vw2RzKSJBkZLjaWltLCjiqRgVE0aLJpESBnU0KROxFMsPul3Yy7ZBx2v/i9Fk4pZM+bcXwVKbwTCsBSTsZxHdboa8i5ILmcQSKcFO9L2Q3Q/IwQw/FfNPzJ4i1CW8FaKM47qd4DB6rHgWQ4SXBvcOCUlsvmiPfG8RaFkTT7geeiD6RE7JkqOl7aXxPnO8900Z4JiPYBFRTAdx5yMoLR1IzPvR3VMoOcsZHM9EsomeYg2pOlZWOS3a/sxj/Fj6zKAyrXkZbIgG3ZqaDhzQbsATux7Kdc/xODxXffyOo751BXV0dtbe3YV/vVfaA6QHUiJ/bgDHQx86/Oou7/fMqul3eJkYj8TzoZShJMBYm0RnCVug4aLBuGQV9rH117hJBdOp5mw6820PxOM5NumITu1PHV+AjUhFGMMJK1SLRY20rNIPk40tzcTG1tLYsXL2b16tUjv5f2MsjEIdMgNii8BHrDQuPEPVlUjuMtEPoU/BeLxD1A4DKReNE8aBan2XlmYnKGccp8kr/2ta8N/P+9997Lz372s0Nus2rVqqM6qIPR1dXFt771Ld59991DBulDue2223j33XfZu3fvwG2GYbBq1SpWrVqFoij09vZy0UUX8ZOf/OS09XseUU2VFZCdIog+EIYhAuhMVPxp7tFbFBULuGryllVpsViUFNG6JFvG1jybiclR0v8bGm3xpOgKvhofmURGWA3lDAxD/HeoaFgmkcEwDFylLqZ9cRr7XttHcE9wYD+SJOGpFnZRnZs72Vu3F3uhnaLpRbgr3fRs76Fnew+qVcVd4R6wllKto5+y07E02XSWzi2dJL1JFIuCoinImoyiK8Q6Y2SS4pgb6xs5N3EunnIP/ikigHSWOCmZXcKmxzbRuctDwY5uis4uAsVNwnUdeuxd1PQeoSYeSWF1W0QVuflp0fI4dHYXRDW5ZI74/1iLSLod5fmhubmZ5StXsqWjgyVLl7J0SKUzm8rmfag76N7eSaghQk9jDx/LH/PF4l4M1S4CqtFQrGA7QCCoOoVSd99uYe/Tj61MtGdH94B7GnLwU5Lez6F3P4fDUYI8rphMbhPtHefi8ClMulKh7BydDx/rRrfryKrM1FumAiKR4ig6+aq6Rs6g+d1mLIUWHl67gcV33cNdd90NwMyZMzEMg5UrV3LvvfeOWT2I5tY2Vv7sETqiVv7fJxJ856vvUzPncjavLqLxjUYsLguGTXRhhJvC2MbbyJIluC84oCavOcTvuz9gziQyhBpDA79dwzCEkvWfdzKudhyOIgc2vw3L1Bz3/c8jdEYVlv7JxpJ/cFOu2E+9fdYZxP3338/ixYu56667gAN8L1WbSGbJ+TVIyVXQ+CfR+SJJQvPEPqQjwjlePB7AEjA7z0xMTA7JYQ9GPf7441RXV1NdXY2maXz1q1895DbHux35008/ZcGCBfj9/oPOEe7P2rVreemll0bcHo1G+fa3v81//dd/sXbtWt588002bNjA17/+9YPu75577mHNmjVHfPxjFkkS1V9rQLRJHmiGrx/NLaozumdwHsgMkE3OEA5HMK6/zVl36lhcFqweK85iJwXjCwicFaBkZokQC5MkVKvKxGsmUvP5GsouLMM/xY+j2IFiUYQg2NlFTL9tOo6Ag4Y3G9j4vxtpfKuRaEeUdDwtlLLX7uHjRz9my5+20PhGI52bO+lr6yObFOMUqqpy+xduR1VVMskMyXBSzEi39RFqCJGOi9nrvfV72f7kdmZLs5lwxQQkScIesDPphkkUn1NM8Yxidr8Rp3tnD8F9IXp399KzK0xL4xR6QpMAEZimomlROSuqhY7XINVLKp3loae3kEpnoW8XZPLK+7mEqPAcBc3NzcyqreXhqipiq1fzcFUVs2praWlpAUQVueWDFj586CN6trXgKU4z9eZCNrk/websRrL4Dx682IrFYls7gOCSc8Kg17PqEi3ZFp8Yb5EV8F+A7vGTcV+KJfYOFluK0ilpxk/dgmYTn42jwGD6zQW0fNBC5+ZOdq3ZNRCQRTsPYwzlOJMIJ+ja2sWH6Q955t12aufMG3b/nDlzeOKJJ05IkvtIGU1nor/KWDXxbFY/+zxVc5dx9T+9QTi2g9lfn0msK8aWp7awt34vqUiKnS/u5OPffkzrR62i2yKZoXdPLx2fdtDxaQftG9tp3yjE8jKJDK0drfz4/h/T3dvN//f0/4f1bCve8V4Ui4JjpoPbvnMHk8+/lNXPv0zVZd+h9m9/Q0v3wTtLTI6M/srxUEb7Xorvxz+g6Zb8+eiK0XcoqaLaDKI92xRYMzE5I1mzZg333HPPcdvfYVeSnU4nP/zhD4/bEx8NhYWFrFmzht///vc8//zzh7VNOp3mBz/4Af/0T//EQw89NOw+TdP40Y9+xOTJkwGw2+3cfvvtfP/738cwjAO2ZI3JdusxjKgELWdLxxaWLF3C0iVLx87Mm4nJCUCSJVylLnSnTnBPkGw6i6dqcGYZREWva2sXLetFwFd2QRml55fS19pHz84edvx5B6pFHdjOWeYk1hEj1jHc9s3qFYv4W6+4FV0bPbA3DIOG1xvY8sQWurZ2MfmmySiagubQqLm2BlmVqbiwgu5t3XRu6aRjmwbZFtLZDC9sWs/np1+ApriRZpZS4G8lHU8jKaA5xol25LaXSftv4KGnt3L7tTXoWhaCm6DwAnEAiVYRXI42X7ofqVSKdFqoQC9fuZKexYvJ5itK2Zkz6TEMlq9cyYply4h0Rtj2zDb8E2zMuFFczuLpKIqcRleDyPaLDsO7VgLXBNDSor06N4oasqQIK6x+7BUQ2Q6uiUjBT9ACEtlMK5bYmxiOq/GVJ/BWbCMYv5DeFhVJCzPxqgp2vdyAZtPQ7Bo119UQagghydJAy/vJoO3DNjBgwfULsH3yNHV1a5k5c+bA/evWrWPBggUsXLjwpB3TgRit2jd6lTHHfz7+FHf97QXM+sYsOjZ20LG3g0QoweY/bqZkcgnJUJKOjR2UzirFU+Ph8Rce58s3fXnYb6ZxbyO3fec27lxyJ99Z+h3WvrqWB+57gOWJ5Zx37Xn88ulf8u277tzvueH+B3/DfStnn6y35YyntraWurq6Q34vdV1n0d9/UyThontFp5tih+73SEVaWPX8dhbeMBm9ePbgeIWj8qS+FhMTk5PHKWu3PlzBi6E8/vjjfOlLXzri7Q5ESUnJEW9z//3386UvfYlAIDDiPovFwj/+4z8Ouy0Wi1FUVHRUr9dkJKISNIuexT1kV2d5uO5hnqp9ig31G8b2zJuJyXHA4rIQOCtAcG9wxByzJEsEzgpQMKGA1g9a6dzcCTlwlblwlbmovLSSSEuEUEOIfa/vI5vM4ixzYvfbsRZYsRXYsHgsJIIJ2j5qo+2jNnSXjrfai9VjRXWo6A4d3aHT9lEbW5/aSuuHrUy+YTK2AhuyKlNzbc1A26nm0Ki4uIKuLV3ser0NcirxVIo/rX+LGcYMiqvt7P64hCmzozg9YVJ9aTBA880WAl2dbwx/8eHN4MsryeZSQpnWNorV0n6sWrVqIKG5paOD7OrVw+7PzpnDo/Pns76+nts+fxvGuwbjLhp5KdPkkJgVPWSQnEf3impxvAmSXcPvs1eBMmQ/mktUn9MhCHwOmp5GKb4Mo+lp9OTHpKyzkI04BbbXcUy/iIIJ1WSz3aSilex+eTeKRcHIGdR8vobQPhEonywP5YY3GnAUOSioKGBJaR9zfvIzDENizpw5rFu3jgcffJD6+vox22pdV1fHww8/POy2OXOvZv79Kxk34SmumfMXdHR38E74HYjDB54POK/jPDof66RoRhHJUBLpfYlHnn6ECz0X4ipwodpU4pE4P/vvn3Hnd+/k7u8Otp8DrK1bS/P6Zl6o+zPfXPLN4c89Zy7f+MY3Tspr/6xw9913U1tbi2EYh/e9tPiFkn46KOaV7beQ7tjKQ888z+03zkIvmCkep/vybhsmJiYmh+aE+lDceeedJ3L3h6S5uZnHH398IOt7KAzD4IknnuB73/veiT2wM5xUKkU0GiUajbJ85XIRIN+VhZmQvStLzz/0sHzl8oHHHI2PpYnJ6YKsyvhqfBRMKBDCQT4bml0bsAFSrSqVl1UybcE0fDU+ZFUe2M5T5aHq8irO/ouzmXzzZFylLtLRNB0bO9j2zDY+XvUxO/68g84tnaTjaVKRFB2fdtDwZgO7X9rN1j9t5ZPffsLWZ7bS9G4TNdfWYA/YQYJxc8aJ/0cE5rIiUzyjmLILy7AW2Gn4IEXLxhTpuEHrpjQfPhalr9Ngx0fjiEdEYJ2Kpkn2ZTCK5ohqTjY++MKzCYjsGPx3ok0ICR6ChQsXUl9fT319PV9dsAClrm7Y/cq6ddyxYAEvPfcScybOIRFMUDh+v/dcM5DIga388INkEC3Ujmoh/NO/ne4bfQTFXgFIYPVD0eUgq0gl81DTu7Gm3kNWskhGDkv8bZy2JiZc6aP4XBfF5xSz8887ad/Yzvbnt5NJZAjuEbOyRzJGdKRkU1m6d3TT8IYQ7fKUaVS4o9Q/spCmfbuZP38+TU1NY160q7/KOJR1a19mwSUO/m7hVSQcCf719X/lc7d/judffJ65fzeXVblV+K700dfSx6ePfcq+N/aRiqRoeLuBpreb2Fe/j4f+/SHe3vs2c+bNGbbvufPmsm7DOmRV5os3X01d3drhz71u3YjWYJNjo7y8nPr6epqamg7/e+moGu577KgWv93Sz4tEXb9bh4mJiclhctiV5O7ububNm3dEF/FT7ZP83e9+l3vvvfew1QsfeOABqqqq+OY3v3nQx91zzz0D2cxrr7127FhBjRGGV4K2kF09fGGcnZPl0fmPsr5+PQCLFi0yBTRMznhsBTYYIvJsGAaxztiArZStwMb4eePJJrP07O6he1s30XYxsypJoiV3aFtuv59yqCFEz44eGt9sxFnixFUu2rx1p6gix7pjNLzewISrJ+AsFQJ+ZeeXUTBBHIy73I2zxImiKQT3Bam6rIp0XxpJSiMpTdiflJn1JTttH8CGJ2PMWmBnx4Yaps7egm4X3su5rEzOfzlk1kAqBLa8vUrvh/mAUwUjI2zk7AcPwHRdHzi/3vOdu3hiTi1BwyA7Zw7KunX4HnyQpfX1qBmVPX/eg7fSjqpLKBYFd5WHklIrlpdkDNkOun9wpvhI0NzgPku0iVsP4NKgWEUFK9kl1K/jbRDeilT5BZT2tdj6XiIXmEcWByQ/xVYwnqlX6eSyVmRVZsfzO8RMeQ4m3TCJcHNYqHKP86LZjq/ibqw7RrgxTC6bo/2TdkrPK8VXGoSwSlnVJJYtu5X6N95m2bJlOBwnX0zsSBi1yvjv91H//2rI8QYeeeoN7vzu/i3RBmt/t5a//PxfkmhL0LSpiVQ0xfbV29FywlKtmmpmlc5i3dp1I9p8b5h7A99Z8nf0Nr9D7Q1/hZHLMWfuVaxbtzZf4Xzt1LwZZzBlZWUsW7aM+vr6w/teypoIgqP7Cbr2t1nbK8R5yMTE5IxjzZo1A1pRx7PwdthnjHQ6zbp1645o56eyZXnt2rUYhsFVV111WI9/7LHHWLt2LY8//vghj9ucST44Cxcu5PbbbwdgydIlPFz3MNmZg4Gysk7hjgV3sGLZCgDTgsHkhDOaANCpRpIkoZjrsxFuChPrFrPGikUhMC1AYFpA2NfsDRLcFyTaHsXIGcO2t3qsWGdYKZ5RTCqaIrgnSLQjSrgxPOD7DDBh3gTcFeKcVXROEaXnicDPWeLEWSICZ3uhnVh3DO84L+5KN+HGMPF4KTlDw0Bi3EUaRtZgwxMxZn3Zzs5PxlFz9g50p0YukyORLADZitH5BrhvFvPH6T7o+QAK8zZRiXYRWCojfaZHwytbWfvAj1nx2PM88fP7ue2am/g/+YpS5+ZOGt9spOQsHXdRiIln7wbVSV9KQ8r1YaiOg1pPHUw1GxDBtb3i4AdoK4NkD5AT9jLJTnF72Y3Q/R5y69PIgc+huseTy+wC/2QmXVMGOVBtKrtf3j2glD7x2okAdG3pEp9LqfOYr6HZdFZYlgVFq3+8N060I0rhlEJsertoGde9w1vJxzj9VcaVK1cyf/58FnzhJup/cydlTT/kof99nGf+/CGr//7vh20zd95c7v/5/YyvGM+VFVcyoXgCtudsnHPDOShphVQkhc1nozpdzQ9/9kMMwxAV5LXr+OUvfskra17BroWwu6LUfz/Iytd/zfz7V7Jg/jXU143tyvtnCotPiIjGmoAhXS2q68BWcCYmJqc9QwuW4XD45M8kFxcX09raekQ7P5U+yS+88AJ79+4daINqa2ujra2N2tpaZs+ezcqVKwce+4c//IHf/OY3PPXUU1gsFnbs2EFVVRUWy+Et5EyGM7QStHTJUp6qfYoeo4fsnCzKOgXfgz6W1i8d8xULkzOHsWz3IavCF9kesBNpiZAMD3ogWzwWis8tpvjcYqGI3BAi2h4l1h0j3hMnlx70N9cdurBtGoKRM8hlcyiaqKYGzgpQeYloOXQEHLjLhyf7vNVeOjd3UnlpJVuf3oqckzEMhWi0Eos7xPhLhbX6hidizPpSAXulEiomNmIvtGMYBjnJhpFOkGr9gJzrHBRNQe39BMk1GSwFQE60YLunHrKqk0vGSDZvxJVW+ca0S/n440/457+5G7fsFq3D27vpa+sjcLMHf2kSWUpDthclnUEykkiq64BK/f2q2T2LF5NdvZqH6+p4qraWDUfaaixrYu453py3obkaGp8SM9iFF4O1GDpfQwKcbhtZZQqeoj4mXjcRFFAtKrtf3U0mniERTlBxUQWB6QEirRESoQS+iT4U/cgr4UbOINoRJdIaGZZY2b1mN1avFU+1By23WbgTnIbBw7Aq47/diyOxHdp+xsLL0mztmjdS9GntWm6Yey3fWvwt0j1pdr29CxCJpv65fQC/7mfFX67ghTde4IEHHuD6Odfz0rMvMX5iufDcbXiMspIAy/7ufOo3vcaypf+Eo9gUoRxT6AUi+ZPpryjLovXaxMTE5Ag5ocJdt9122xFvcyz84he/4K233uL3v/89991337D7Vq1axY9+9KMRs0x/+MMfePDBB3niiSdIp9Ok02n+9V//lX/7t39j3LhxJ+/gz1DKy8vZUL+B5SuX8+j8R7ljwR0srV9qZt5NTPZDd+j4J/nJprLEumLEumNkU4MdGKpVxT/Zj3+yCGoMwyAVTtHX3kfv7l4iTaJteyiSLKHk2419k31UXi4CZJvPNkxpe+hzOEucGIbBzIUzicVj2N+yc85fX4CcMmhdu44Jl4vR4o8ejzJjfiWa0oc/2YlcYAMkkrYLccbriCtlZJUC0tE0SnYt+uRbkWQJckmI7AT35AOrXWcTxPZugFyatk86iPWGSUdF8iDSEiGTyLBt9TacpQ4s9hxOX2TwNVgUJCmHpDlFu/UQ+pWzD6WaDaL74LDEq2wlkOkTIl66B4proe0VkU1wjhee8t3vITmq8Xj2ElYm4SmTmXrzVHa+uBPForDrpV1E2iKkwil6d/cy7spxAHRu6aRgfAEW9+EnbOO9ccJN4WHfnXQsTcPrDex6eReOIoewIMu0CCXg0zBIHoYkg7UAvOegJ/ewZOGXqf2L5cPbsX/1C1749S+wWjS6pW7+tPdPJCwJXgi/wG2X3YYz68TIGhTNKMJZ4mRWfBYfLPqAH/7LDymdXArRBvE5dtSLNnzFKmbWde+pfvUmoyHJ4nep2sBZfdidKyYmJiZDOaHCXQ888MBx3V88Hqe2tpaf/OQnA1XhX/7ylwP3NzQ0sHXr1hHb3XjjjcO2eeKJJwBRXb799tt57bXXKCoqwuVy4XK5+N///d+DHscZ55N8gikrK2PFshVMC0xjxbIVZoBsYnIQFF3BVeaieEYx/kl+HAHHqNVESZKweCz4J/upua6Gc+44h/Fzx+Md78VaYEXWB0/vBRMKGHflONGi7bXiHec94PM7S52o1uH5U0mRsPmclF99JZrDSs2VFsrP1fnoj1G2vDeJcKeDUEMQI2eQVfykLdOwxN4GI4thGGR6Gwhu/oBoV5RMKgPZKPTtGf0AMjFywa0keiJ0bg2y9medtG1Ok00kRGXUMIh1x9hXvw//RBt2v46m9KLoilD8duoiQFVdI/xQV61axZVXXslvnniC7H5iS9k5c3j0iSe48sorufLKK4/MJ9gxHuT8Qtw5Hso+P+jP7KoRokHhLUihT3GXWrDbe7D5rEz9wlQC0wNM++I0JFli8xObaXijgU2Pb6JzSye5TI7uHd1EWiOjPm0ukyMZSRLtjBJqCNG5pZPe3b3DAuTubd1s+uMm2j9pJ7gniKPYgXecFym6DxSbEDc63dELoHgeRBsod0Wof+ZXNO38iPk330TTzo+oX/0f1JxVStq6l9u+dRvTZk/j2eee5ZwrzuEffvEP2GbYxMx+fvRAkiVkVRadFrm0mDtvfVEoKDvHC/9sSTqwv7bJKaW5uZmlS5fS0dHJ0uUraW5uPtWHZGJichI4ZT7JyWSS119/HcMwuPDCC7FarcftIA4Xm802ohI8lP2rx/0899xzo95eUlJCJpM54uMwZ5JNTExOBha3BYvbggcP6XiaRDBBOpomHU8PC4RABNe+ST58kwaDnmwyS6ovhdVrRZIlLG4LBRMKDtoZJEkS3movXdu6Rtxn8bipmPc5mtfVU32hhKNQZsuLcaKd05l5wztkU1l6d/SQK6gi4GpE6fuErGsWAGrf+8TaS4l16siqjGYLo3ozaIEJaBYZUj0iGMnGiHeL+ev1/92A7pDZ9VqCnDvLvro9+Ep8pONpevf0Mqm2mMLyCJbUJ2i5JMQSEI2JdmdL4Qhl6369hCVLl/JwXR3ZIS25/arZQyvJh42sgHMihLcCOTHLXPlFaHtJWF/5L4CO18A1GSn4MZ7Si1BCfYR7XEy5eQp71u5Bs2n07u6l8c1GgnuCpKNpkqEk5ReVE2mJkOpLoVpUsqnswN/+nQND6Wvro/m9ZiLNETo+7aD1g1b8k/0UTS8Swd+WBhFcKlY48svg2ELzQOk1sPle6HmPsqmXsux7X6P+9TdZ9jeTcKTqIHMT//dXD/Gtb39rhKjXQ797iB/8ww9wep3YC+24dNdgYireBrkMNP5JBMeyDq7JIvFxGL7fJieX5uZmamtrWbx4MatXr6auro7a2toxr9puYmJy7Jwyn2SXy8Udd9yBJEm8+uqrjB8//tAbmZiYmJgcFzSbNkz1OJfNkYlnSEVTxHvipGPpEdsoFgWbRfjvWlwWfBN9hzU6ozt1Ss4tIRKOiDbvSX50WSfcFEZ1+6iYezEt9e9SOAFmf0Vm4+o4a//nXNLJt8hkDJJ9GdoTZ1Fa+C5djQVoBaXoTtASH5O2XzBQAU1G9pBr7kBVkuhODd2poVk14j1x2jb20PBenPO+4qBpa474hhzZaC971+4l1hPDUeTA7knh82xATWwXCtOaVwQxWgK8Z48Ikvv1EpYuWcJTtbX0jKKafdRaCapN2NBE9+Y/MCeU3yz8ow1DtOYGN4oWZ+8MnB5QXX6CTRkmXD2B9o/bkRUZZ6mThtcb2LZ6G7lMjlRfivG140mGkyRJHuwIAIj3xGl+r5nQvhDxnrjw2E5kmXjdRFylLlzlLuGNHW+BwstA1saksN0RIcli/ts9BUKbRbt7125Ih6FvN9g0aHuZurc+5OGv3z1s0zlz5vDAAw9w7kXn8s3FwtkiGhWq8uQykO6C4CcQ3gIl14r2dIt/uN2QyQnhaL6X999/P4sXLx6RCFm5ciX33nvvmPX/NjExGXsc9ll+7969J/AwTExMTEyOBFmRB6yenMVOMskM8Z44iWBiQDG5H92h46vxiZngw92/KqNaVCRZQnfqOBwONJtGz84ecJVSUTuTljc3AjFm/4WDja9mCTdYeXzZ+ZRVpygaF+aCq8IUlW6gtdGKYrVgL9yIpJZh6INiR3IuSi4Hid4Mid44SBJGLsf6/27CP0HFU5pB92WRP4GGt1rQtAC7X9lNwXgnjoCENbcZnONEtRYgngZ5s7BxOoBHstBKqGf5ypU8On8+dyxYwNLjUWmy+CETHVS5llUxo4wMyQ5o+TO4pwnF76IrsKqtFE6ZTM/uECUzS/BUedi7bi8TrppA45uNbH92+0CgXHNdzbA2+FwmJxTMIymSfUlSfSkSvQl69/SSDCdp/7id7u3dBKYHKJtdNuC/7ShyoNs1SHSArRhkHV0Zu8J2h41eAIErYN8fILJL+HQbGQjvAFkI2tXOKhkp6rVuHQsWLOBvv/G3I/eZ6AA5A3t/K75P1mJhaWZWkU8KRyO4WFdXx8MPPzzstjlz5jB//nymTJly+n/PTUxMThpmKvQouOeee7jppptMf2QTE5Mxg2pRRaWwVPiC5jK5gbZc3aUfUYB8IHSnjn+Kn54dPWQd1VR9LkPHx7vp3dXL1KutOHsVLrkhihQK0bHXxW+WzedrP3wEXW4gmRhPuCkEzU8TkWrR/aXYixxY9xelMgxaP+6h+aM4F3zVQnHhB/Rl/Vg9MqGmJB0b2wg3hBl/mRt3hYaa2YfkOW+UN8Qp1KcPgNBKWMb6+npWHE9/YHslIImguB//haKiaa8Q3tGqXTzOOQ4120Lh1GpC+0IATL1lKq0ftSIpEs3vNLP9ue3UZGtIR9NoDo10PE0mnhmmbN5PMpykbUMbPTt78FZ7mXrLVGw+2+BbYlMpmFCAKoWEgJqtDKTTs3o8osqoeaDsZtjxH9D4BIR7ISVBZDtE34Oyz3P3LUXU3rlyuKjXgw9SX18/SoXREK3yqR3Q/R4ELhdt9a5JaHrR6V15P4Opra09YCJk4cKFp+y4TExMTjxr1qzh2WefPW77M4Pko8CcSTYxMRnryKosZn/tx3chr9k0CqcW0r29mwzjKJ6VweKxsHd9AxIgOcopq04w5ZKdJGMqn7x7GVfeuJoX/3cmgUkGJRPC2I162j69mGzWhmbTcJQ4cJY4cRQ7kGSJ9Q83UTRZZXzNBrzFGZz2PmQVpl5jY9szrdj8NlyFGQoCIaSeXmHDtD+6R4grnWwkCRyVIhCONiBMka3gO0/4RDc9BZ6zoaMOLF8EQNY8FEzwYem2EG4MU3Z+Gc4SJ7Iso1gUdjy3g6rPVaHoiphFTokESCaRIZ0QQXMmniHWHaNgfAHTbp2G1TtcN8RX46PyskocRQ7o2yVmka1FIvA7DRlRZZQVcE+Eqi9Bqhc8HrDUQfkNItBtfZHyshuo/0UtK1e/zvz7f86Cm+ZQ//yvKSsZYp2WiaNluln01ZvRVAm2/1YInNmrRWJDtaM7S82K5Bjl7rvvpra29jATISYmJmcSp2wm2cTExMTEBIRIWOHUQnp29ZAKj8M7PkOlbiA9LoLS3tBUVCWOzd7JpEsj9EZqmPflF/mPH/w92bRO+dReSibtQvZPBiC4J0hwTxBJkcmkFVo3JrjuO3ux2UJYfQXE0xksdiioUqiZYyODD3dxBnvug7z4lG34AUoyWEtO9tsyHItfHFffblG19UwX87KuSdD1NpReJ2Zny2+GWAOoTux+OxaXhd49vbgr3Ey8diIg3u+mt5uQVRlFV1A0BVmX0axihttWYEO1qTgCjhF2UZpDo+ryqgFFc92hQ3QPqG4xw30moXmh7AbofAMtnWXRLVPRVBlsZwmV6pYXKCu/kWW3F1H/jpVlP1iEw2GB0CYxM56OQC6JDiz66o0Q3iY+q8KLRfLDPVl8pqrtEAdicqooLy+nvr6elStXMn/+fBYsWGCKdpmYmBwVZpBsYmJiYnLEyKqMf7KfUINKvL0amy+OxW2l5toaiOWId3swUq8ipXuIpytwu9tY9NPfs3nDxTRv9bK5zk+wI467NIV/vIZ/vIrDb7D1xT6qZ0YIlLVg8zuQFRk5ayArKfyTC7GpEWIJC+5KC5bMZiRbfvGreWiO+lj++w/Y0qex5OePs/QHZ1NeXn7wF3IiUe3gngqRHUAMCi8Rc67NT0PvByCdD93vQuBSiDWCayKKruCf7CfSLGyfJlwzAQODwFmBI3tqm0pgWoDic4pRLKJaLMnCNoy9+0B1nHk+v7pXWDR1vYmuKSy6ZdrgfQXngpEWc+G+z0MqJFqxHeeK2eXkSDV39vxGtOw7xov3y141wnvbZOxRVlbGsmXLqK+vZ9nxHKUwMTH5TGEGyUeBOZNsYmJiMmgX1RnsZPmqp9jeF2PZ7x5jyZdvofScCsjeitr2NLHOEN3BsykNvE3N9C2UTChn9vUN9PXqNG4upnmbhw/fdWKxZ0hGVa743jYUVcbms6FaVXSrgmRkKJyk0dVnx+jswlVWhdK9B3zng62UZvliZn35H+j51p1kv/kvPFxXx1O1tWw41VUkWQXHOKGO7KwG10QouQaanxkMuGylIrhLhUD3IEkS7gr3gPjahKsmsPuV3RhZ48DPk8deZKdoehG+CT4kdbDd3OKy4Kn2oFpUEZCfKR7JQ5FVIa5VfrPoJpB0UFTIJKHtRSiYLSrKrS+CoUPH66DGwX/R8Nb8bEpUlzvfAN8F4r6CmWL/ljPsPTMxMTE5QzBnkscA5kyyiYnJmU5zczPLV65kS0cHS5YuZemSJaNWZZubm7lswfX0LF5M9h/v5n/r1vHnu/6Ztf/3x5QU+jEKL8XreJtU1E5P72z8nvVkchYSyUKcBSmmXdbItMsayaYl2na7MXIyzoIUtkInkpxFj31IxnYOkiyhpXZTfsEFdHzagV3dRzoeJE0hGIUsf/B3IkDOW79kZ86kxzBYvnIlK5YtQ9O0UzeTqNrAEhBiXoWXCPulolporxOCU+31YA2Itmtt+oBysqfKQy4jBLpqrq0h0hJBUiQkWRIVdkVG1mVkTUbVVFS7OkyoC0TF313hxu63D94Y3SOq3GdauzWI9nvbfq32qhPK50Pzc+C/GBJZSG+DVBB6PxbJCf9FEG+C6D6It0Joi/gcnBNEFdk9FVTXQcXgTExMTExOHeZMsomJiYnJCaW5uZlZtbUi8F29etSqbCqVIp1Os3zlSvG4IcFpr2HwwJ+e5Ud/85dkc+U4KMfuaEZ31JCISRT53qcrcjGxvsHATdEMyqeE8v+vYPVYsCbfQ0rsgpSCJEtY5SZylgspPa8UW/r3rHrTwUOvvQL6+2zpjZNdvWTY68jOmcOj8+ezvr6eRYsWnVqxJVuZEJSy+IQNlJED7znQ9hJU3AIdb0DZdSKAtlcMbOYd7yWXzeGudOOuPPzkrKzK2P12HMUOFG0/ca5YI1hLz8zZWt0rkg37ozmh4uZ8u/WFIO+FlhfAer24v9/fGsRnE/wIvDNFoFwwK19FNlutTUxMTD4rmEGyiYmJiQlw8MB3aFUW4Ne//jWPPPIIWzo6yK5ePWw/2Tlzeez++/l4wycYuRx/dcNVfP0KG7IRx7BPJKMkcOfW89jHU/jSJRMhniEVTQ20FzsCDvTMTuR0CxRfBQ11YHiw2LNkaCYtV6EmPmXh56u5/fbLoPp2lvz0YR6uqyM7xPpFWbeOOxYsGKgkn1JkRQS/0T1CCCrZJYKvVDe0vyo8nfv2AJJow84HsJIk4Zvoo3t7N6lo6qBPIUli5tjut2PxWJAOpO4dbxMB+plYFZU1UfU1siLYNXJCOC3eKqrnZTdC4hlRHfZWQ8vzUHKtaNNO94r3JtYgtnNNEsG1eypIyplZeTcxMTExGRUzSD4KzJlkExOTM5FVq1bx0EMPHSDwHazKAnzta1+jvr6eJUuXjh6czr+aFd/7GgCqqmD0NpHbtxojZ5DWzyId6+PRNZ/ylbnjcfjF/K3wAE5jtQfR4h8hlX5etM5aPoFcH5Ik4bI3EaEauWUPuv9C9IIqcDlZuvirPDX/m/QYBtk5c1DWrcP34IMsra8fO8I9Fp8IjjMRoW7d9DQUXQlNfxIzsJoLbOWi5dczdWAzSZbwT/aTTWeH7W4gCJbE/0uydGg/7FxWBObWYhGYn4moo3zeil0ojatWtMobWbRgE1phCcSs0PoCSKoQ8LIWixlx/yWiiuydJRIc1uLT1i7rs8gIH20TE5MzHnMmeQxgziSbmJiciSxcuJDbb7/9wIFvvioLDMz4Ll2yhKdqa0cGp+vW4nD1QTYmdlAyAUO5mGz7h2RSGWK28zCkBuyR59ClSaQt09Addiy2DLa+N0RLbH62VPOfw6Ir69EUAyXTjtu5BdIhYfNkLwfZSvm0eWx47XWWr1zJo/Pnc8eCBSw91aJdo+GoElZQqhXKPg9Nz0DgCmhdA45q6H4Pii6HZPew9l5JloTo1rESbxJVVlvZmVlJPhC6R1g4RXai2xws+s4/iyqypgy+z5ZCUTHuR3OBe4oIoC1Fo+/XZEwywkfbxMTkjOd4zyTLx2UvJiYmJianPbqu43A4WLpkCb5f/Qrl/vthwwaU++8Xge+SJTgcDhwOx4AIVnl5ORvq6/lGUxP2+fP5RlOTmF2uqATnRBFg5JH8F6B6y7C6LNj8NtBcpH3zkIwotsgz6LF3sMRex7CWI3nOGjwuzzgWXeNAT+wGw0Bu/XPeh9gigj3dA7JCWVkZK5YtY1ogwIply8ZegAygWEVVEsRxl10nrIVcNUJNObQJEu2jWxIdD/r2CCEr3fvZCpIhL8A1BWSL+O6UXi++R9Zi8SftVykuOC9fRS4xq8gmJiYmnzHMINnkpGC2PpmYnD4cMPA9QNB5wOBU0UV1tB9ZEfOfmhsJCUmS0L1lqFXXkSv7ArIqg6wiFV8x3JJHVsUMbXAjGIaYGbWWCRsji1+oDp9O2MqECjOAtQhK5gnV5VQQwtuENVEqBNnk8X/u6B7xfn1W52sV62CgrFrFjPJoVlhavvIsaUJ53MTExMTkM4XZbn0UmDPJR47Z+mRicnrRH/iur69nxbJlRz/Xq3vz9ked4t+qTczj9j0+7GGKzQe22pHbuyaKymcuBT3viwA50SpmRu1lYm5UO82CZEkCx3ghDpUOgXMc+M4TytYddWCvhPBWIfRlP87V8L4GIWCle4/vfk8nZE2IcoW3iVVQ+Q3Q9Z4Q6bL4QPOB7hbfLVvpgCWXiYmJicnY5XjPJJtn/qPgxz/+sRkgm5iYmBwu9gpR9e3HUgDFcw69nWKDwsvzSswW8EwXM7vpiJhXtpWLAPp0DGIkKe/Bmw/w/ReK12mvhK63ILJdCGwdb6IN4n0drXr6WUKxiBZ3SRFJg5Ja8J8vPhOLV3ynZF3MKZuYmJiYjHmuvfZafvzjHx+3/Z2GKwsTExMTk9MKSRaV06GXHHuFCHAPRtEVoiVWtYNnmvAXzkRFZVrWRdvy6VZFHooki0BNcYiW8qLPQeBSUVHuXg+JTkiHj+9zRvMzyZ/VduuhqHYRFHMARXBb2fC2fxMTExOTzwxmkGxiYmJicuJRbSIwHopiA9/s0SvBrongHD/474JzRVDjm533r3UJ4Svt6J0GxoRWgiSL1yNbRGt1wWzwni1agSM7hMr18SITFerWFt+AD/NnHs0NjnH73SgJy6jPerXdxMTE5DOMOZN8FJgzySYmJiZHgTUgArWhbcQFM0GpgfZ1kOoVt/W3WQ8g5ZWJpwr7IshX+ZTRPXEPkzGjlSArIlCLbAP/RdC7AXp/A8FNog07lz12deVsCiI7RXW68LLPnrL1wbD4xPdIksV36nRs3zcxMTH5jGPOJI8BzJlkExMTk6PEUT2yzdoagMpbRbVYkgfbrEGoDFvzHrUFMwdteuwVp5+q9cHQnMKGSNGg4hbxukOfQqJtMHlwtOSy0LdTeFang2ArFu3qJoMoFpE4MANkExMTk9MScybZxMTExOT0RZKEf/L+QZqsQuHFUPWlIW3WshCyspaI/9ecYoYX8vPIR99qPSaxlYFsBUcF+M6Hvt2i+nssAl6GIfaTjUOiA5Dzvr9mJdnExMTExORAmEHyUXDPPfewZs2aU30YJiYmJqcnsipmjkfTRBpqTWQtzlf41EGv2oJZeW9k+5kXJEuysINCgvIbIdYIoc1CvOtoPZNjjZDJi38l2sUst+Yyg2QTExMTkzOKNWvWcM899xy3/ZlB8lFgtlubmJiYHCOKVYhVHUhZWLYIm6d+rMWALMS6ApeLSrRiORlHenJRHeK1+i8EvUD4JcdajlzAK5eFvr2D/tQAXevF+655zLZiExMTE5MziuPdbm0Kd5mYmJiYnBokJV857QYjPfw+e+XwQE7WRDU50S6C5zOtijwUWxmkQ0LJO7xVtFw7qkTLtOoUbeeK/cD2RKmg8EMe+p72NUDwY9P+ycTExMTE5DAwg2QTExMTk1OH7hVBb7wJkl3iNs0rKsb7Yy0W6szkzuwgWZKEF3TpddD2igiUiy4XolvpIMQBZNFyrtiFGrhqB0kV7+P+Ql/JHmh/FTJ9Iki2mNZGJiYmJiYmB8PstzoKzJlkExMTk6OnubmZJUuXsqWjgyVLl9Lc2iZUr12TRcBnrxx9Q1kDS6H4/zNJ2Xo0NA8UXiRarvt2QnTffg/IiaA32QGxfRDeAqGNIwPkTBxaX4RcajBINivJJiYmJiZnGOZM8hjAnEk2MTExOTqam5uZVVvLw1VVxFav5uGqKmbV1tLS0iIEpTxngXIQeyJbiQj05DO8EUrRRZW9YKZQpw5tEQHvkZDLQNtLkI6I4DnRBrZSUG0n4ohNTExMTExOGZ9pC6iuri6+8pWvMH78+EM/eAi33XYb48aNG/W+Bx98kFmzZnHppZdy/fXX09jYeByO1MTExMSkn1QqRTQaJRr9/9u79/Aoq3vt4/dMjoIkcZKQAcEUpFZricQQgQBJOEax6haxWotCN0pVDtIWqiJ9K6TiCVqrwm6tVq24lQoU8RgUBCkURa1Bd4sKIgZINCGQBAk5rvePTEaGhJDDZCZZfD/XNReZNet51npm7gnXL8/pG2UvXqziadNUM2uWNGCAambNUvGttyp78WJ98803qqysbHplzrC6vc4nEBYWpqlTpyoszIKrN4dFS+6x0pG9dYXyF8ukvS9LJTuk6qNNL/vNXunLFVJ5Qd25zPk5UvQPpKhzJIcF7w0AAO2o0xTJH3/8sSZMmKDY2FgZY5q93Pr167V27dpGX1u1apWys7P1xhtvaMuWLRo8eLCuuOIK1dbW+mvaAHDKe+qpp5SRkaGMjAw9s2KFajIzfV6vGTFCf12xQhkZGXrqqadOvsKQyBO+FB4erqlTpyo8vIm90Z1FWLQUP7jukOsjeyRTK5Xvk77eKH3xjLTvlYZ7mKuP1J3HvP+Vuot/1VZLBW/UneN8RopnLzxFMgAATek0RXJcXJxycnKUmpra7GWqqqp0xx13aM6cOY2+vmjRIk2cOFFxcXXnuM2cOVO5ublat25dk+vlnGQAp4KW7JVtqu/kyZO1ceNGbdy4UddPmKCQDRt8Xg956y3dMGGCNm7cqMmTJ/tn8jYI7VpXKMck1d0vufLQt6+Z2ro9zF+/7dnD/JJUtFXa8zepbJenj5EK3677t3tG3QXBQrvW3T4LAACL+PucZIdpyW7ZDuCpp57S3XffrS+++OKkfR944AE5HA7Fx8c3WKayslJdu3bVX/7yF11//fXe9r59++qGG27Q3Xff3WB9paWlio6OVklJiaKiLL6yKgC0k/pzkotvvVU1I0Yo5K235Fq6VB9u3KiePXsGe3odz+Hd0t410qeP1h1y3eVMKbp/3W2iTnQLqHrFH0hln0hnXlF39Wup7mJgfSbZf043AOCU489ardPsSW6pffv26YUXXtCsWbMafb2oqEjV1dVyuXxvheFyuZSfnx+AGQLAqefMM8/Uhxs36qa9e9Xliit00969FMhNCYuuO5c4YYSUeG3d1b2/Wi/tXSmVfVq3R/l4VWV1fUq2S+6sbwtkqe6q4BTIAAA0ydr/KX/xi1/o3nvvPelhgo5G/hLfWBsAwD969uypRQsWaNvGjVq0YIG6du0a7Cl1XGHRUsQZdeclS5JroBQzoO62UAf/JRW/X3c4drfvSaZGOvihVPp/Ute+Uq8JUtjp364rJELq0isYWwEAQKdiZZG8fv16GWM0evToE/aJj49XaGioiouLfdqLi4vldrubXP/cuXO9F4XJysridlAAgPbhDKm72FbX73x7D2RnqBR1bt19pb/ZXVcYH/xX3V7liLi6w6sjYn3X4wiRemR9e59pAAAskJOT471W1EnvkNECVhbJr732mr744gtleq6gWlBQoIKCAmVmZiolJUWLFy9WWFiYUlNTtX37du9yJSUl2rNnj4YOHdrk+hcuXMg5yQCAwAiLlqLPlY7ul8q/+rbd4ZROP7tur3H5PkmOxs9VdjikhMy6eyRzZWsAgEWO3WFZWlqqJUuW+GW91hTJjzzyiLZs2aLnnntODz74oM9r9Rf72nDcFVVnz56t6dOn6/bbb1dsbKweeeQRJSUladSoUQGcOQAATQiPlsKipF7/JR3eIxVvkyoOfPu6w9H0YdSuVKlbv7qfKZIBADipTlMkl5eX65JLLvHZKzxhwgRNnz5dkvTll19qx44dDZb74Q9/qJ07d3qXmT59uiZMmCBJGj9+vAoKCjRmzBhFRkYqJiZGa9askdNp7fXMAACdTUik5IyQaiuk0xOlrmfVXen6wLa6eyE3Jeo8yZX87XNu/wQAwEl1ultABVP9ZcWnTZumyy67jHORAaCVvvnmG2VkZGjjxo1cuKs5vsmTKr72baut9pyP/GHdRbuOFRIpRZ8vuS6sOyy73ul9v70IGAAAlsjJydFLL72kJUuW+OUWUBTJLcB9kgHAPyiSW6j6iOeWTzUNX6s8JH39j7rzksO61V3tOurchrd6ckZ62kMCMmUAAALJn7VapzncGgCAU1Zol7r7JZfvkyqKfF8Lj5F6/VAqL5Aiu/vuOa7nDJe6fZcCGQCAZuDkWwAAOgNnqNQ1sW5vcEgje99PczdeIDtC6wrkEM5HBgCgOSiSW2Hu3Lne+3EBABBQoV3rbgl1Wi9JjpN0dtZd2TokMhAzAwAgKHJycjR37ly/rY9zkluAc5IBwD84J9lPqsqkw7slU9XIi466AjmM/68AAPbjnGQAAFB3oa7o8+puCVV9uK4tpIsUESuFuxpevAsAAJwU/3sCANCZOcOkbufUXdAr9HQp9LRgzwgAgE6Nc5JbgXOSAQAdisMhRcZTIAMATkmckxxEnJMMAP7BOckAAMCf/FmrsScZABBwYWFhmjp1qsLCwoI9FQAAAB+ckwwACLjw8HBNnTo12NMAAABogD3JrcA5yQAAAADQMXBOchBxTjIAAAAAdDyckwwAAAAAQDugSG4FDrcGAAAAgI6Bw62DiMOtAQAAAKDj4XBrAAAAAADaAUUyAAAAAAAeFMmtwDnJAAAAANAxcE5yEHFOMgAAAAB0PJyTDAAAAABAO6BIBgAAAADAgyK5FTgnGQAAAAA6Bs5JDiLOSQYAAACAjodzkgEAAAAAaAcUyQAAAAAAeFAktwLnJAMAAABAx8A5yUHEOckAAAAA0PGc0uckFxUV6dprr1WfPn1O2vfFF1/UuHHjNHbsWKWmpio9PV1bt271vn7gwAHdcMMNSklJUXp6uoYPH64tW7a05/QBAAAAAB1YpyqSP/74Y02YMEGxsbFqzg7w//mf/9GUKVO0du1abdu2TUOGDNEPf/hD1dbWSpJmzpypzz//XFu3btXbb7+ta665RpdeeqnKysrae1MAAAAAAB1QpyqS4+LilJOTo9TU1Gb1v+eee3TllVd6nw8fPlwHDhxQSUmJJCk3N1dDhw5VWFiYJGnkyJE6dOiQPvnkkybXyznJ6KzI7amHzzz4+AzQmZHfUw+fefDxGbScv89J7lRFstvtVkRERLP7p6SkyOms28SysjI98cQTmjx5ss444wxJ0vjx4/X66697i+bnn39e8fHx+t73vtfkehcuXKisrKxWbgUQPPzSPfXwmQcfnwE6M/J76uEzDz4+g5bLysrSwoUL/ba+TlUkt9Y111yjnj17KiwsTA8//LC3fcGCBRoxYoQSExP13e9+Vy+++KI2bNigbt26BXG2aAq/NOAvZKnz4TNrPx31ve0o8+oI8+gIcwiEQG1nIMZpzzE6Wx78PV9/rq+jrqut2jqXYC7fEd7H0GBPIBCWL1+uqqoq3X777UpNTdV7772n008/XTNmzNA777yjzz//XC6XS8uWLdOPf/xjvfXWW3K5XA3WU38edGlpaaA3AR4vvfSShgwZEuxpdFqVlZXk1+NUyZJNn3ln/cw6w2fQUd/bjjKvjjCPYM0h0PkN1HYGYpz2HKM9190en7m/5+vP9XXEdfnjM2jrXIK5fGuXrX/P/HLzJtMJPfnkkyYxMbHFy1VUVJjQ0FDzxBNPmG+++cY4nU7z17/+1adP3759zYIFCxpdPi8vz0jiwYMHDx48ePDgwYMHDx4d8JGXl9eaEtOH1XuS7733Xt15553e52FhYQoPD9fhw4dVXV2t2tpahYeH+ywTHh6u4uLiRtfXs2dP5eXlqVu3bnI4HO06dwAAAABA8xhjVFZWpp49e7Z5XVYVyY888oi2bNmi5557TpKUnZ2tyy67TD/4wQ8kSY8//rhqamo0ZswYRUVFKT09XU8//bTGjx+vsLAwvf322/r000/10EMPNbp+p9OpXr16BWpzAAAAAADNFB0d7Zf1dKoiuby8XJdccokKCgpUUFCgzMxMTZgwQdOnT5ckffnll9qxY4e3/7333qupU6cqPDxclZWVCg0N1SuvvKLzzjtPkvTcc8/p9ttv1+DBg9WlSxcdOXJEf/nLX7hyNQAAAACcohzG+OPMZgAAAAAAOr9T4hZQLbF06VIlJycrLS1N48aNU15e3kmXKS8vV58+fTR58uT2nyDQhJbmd9myZRo6dKjS09PVv39/3XzzzQGaKfylJZ/5hx9+qNGjRystLU2DBg3S1VdfrX379gVwtqeWoqIiXXvtterTp0+wpwKcUEtympmZ2eDxzDPPBGCWaE/GGD355JPKyMjQyJEjlZycrJtvvlmHDh0K9tSs05r3mu9d01588UWNGzdOY8eOVWpqqtLT07V169a2r7jNl/6yyMqVK43b7TaFhYXGGGPmz59vkpOTTU1NTZPLzZs3z0RHR5tJkyYFYJZA41qa36efftqkpaWZQ4cOGWOMKSwsNGPHjg3YfNF2LfnMa2trTa9evcycOXO8z6+++mozatSogM75VPHRRx+ZjIwMc+utt7bqbgxAILQ0pxkZGe0+JwReWVmZ6dq1q/nkk0+MMcZ88803ZtCgQeaqq64K8szs05r3mu9d07KyssyKFSu8z3/1q1+Z2NjYk9ZvJ8Oe5GMsWrRIEydOVFxcnCRp5syZys3N1bp16064zK5du/TWW2/p8ssvD9Q0gUa1JL81NTW644479Jvf/MZ7gYO4uLgOcfN2NF9LPvMDBw5o7969GjFihCTJ4XAoMzPTP39tRQP136fU1NRgTwU4IXIKqe7uL3fffbfOOeccSVKXLl30k5/8RK+++qp/7jcLL95r/7vnnnt05ZVXep8PHz5cBw4cUElJSZvWS5HsUVlZqW3btikpKcnbFhMTo8TERG3evPmEy82aNUuLFy+W08lbieBpaX5zc3OVn5+vAwcOKCsrS2lpabrppptUWFgYyGmjDVr6mcfFxSk9PV0rVqxQTU2Njh49qtWrV2v48OGBnPYpw+12KyIiItjTAJrUmpzOmDFD6enpyszM1P3336+qqqp2mh0CJSIiQrNnz/ZpO3LkiLp3784tT/2ste8137sTS0lJ8dZhZWVleuKJJzR58mSdccYZbVovlZ1HUVGRqqur5XK5fNpdLpfy8/MbXWb16tVKSEjQoEGDAjFF4IRamt9du3ZJkh566CEtX75cmzZtUlVVlcaMGaPa2tqAzBlt09rfWXv27FHv3r2VmJio008/XcuXLw/EdAFYICUlRVdeeaXefvttrVy5UitXruRaFhYyxmjFihX61a9+FeypWK857zXfu+a55ppr1LNnT4WFhenhhx9u8/ooko/T2F9xGmsrLy/XggULdO+99wZiWkCzNDe/FRUVkqRbbrlFMTExCgkJ0bx585Sbm6t//OMf7T5P+E9zP/OqqiqNHj1aZ599tvLy8rR//37Fx8dr2rRpgZgmAAssXrxYI0eOlCTFxsbqrrvu0l/+8hcVFRUFeWbwp4ceekhnnXWWbrnllmBPxXrNea/53jXP8uXLVVxcrF69eik1NVWHDx9u0/ookj3i4+MVGhqq4uJin/bi4mK53e4G/RcuXKgpU6YoPj4+UFMETqil+a3f+9izZ09vW+/evSVJe/bsaceZwl9a+pmvW7dOH3zwgebNm6eQkBDvH0aWLVumTZs2BWraACySmJgoSdq9e3eQZwJ/ef7557V+/Xo9++yzHGrdzlr7XvO9O7GwsDDdd9992rVrl/72t7+1aV0UyR5hYWFKTU3V9u3bvW0lJSXas2ePhg4d2qD/hg0btHz5cu+l2F9//XW9/vrrXJYdQdHS/A4cOFBOp1MFBQXetvrzkeuLZXRsLf3M689fCg8P97bV/3x8oQ0Ax/v66691//33+7TVn9rB/xt2WL58uZ555hmtWLFCkZGR+uyzz7xHnsG/mvte8707ueOP6g0LC1N4eHib9yRzC6hjrFy50vTo0cMUFRUZY4zJzs42AwYMMDU1NebgwYMmLS3NbNiwodFlJ02axC2gEFQtze/EiRPN8OHDTUVFhTHGmDvuuMP079/fVFVVBWX+aLmWfOaFhYXG5XKZ7Oxs7/LZ2dkmOjrafPXVV0GZ/6ngySef5BZQ6PAay+nxv0N2795t4uLiTF5enjHGmPLycjN69Ghz+eWXB3q6aAfPP/+8SU9PN19//bUpKyszZWVl5ic/+YnZvXt3sKdmnabea753LXfaaaeZjz76yPv8scceMxEREebf//53m9Yb2rYS2y7jx49XQUGBxowZo8jISMXExGjNmjVyOp0qLy/Xjh07Ghz/v3PnTt14443asWOHpLobfj/++OPq169fMDYBp7CW5vePf/yjZs2apeTkZMXGxqp79+569dVXFRrKr4XOoiWfeVxcnF577TXdeeed3ltNREZG6rXXXlP37t2DvCX2KS8v1yWXXKKCggIVFBQoMzNTEyZM0PTp04M9NcCrqZwe/zvE7Xbrtttu04QJExQZGanDhw9r0KBBuueee4K8FWirgoIC/eQnP1FNTU2D/w9++9vfBmlWdjrZe833ruXuvfdeTZ06VeHh4aqsrFRoaKheeeUVnXfeeW1ar8MYbsoFAAAAAIDEOckAAAAAAHhRJAMAAAAA4EGRDAAAAACAB0UyAAAAAAAeFMkAAAAAAHhQJAMAAAAA4EGRDAAAOpza2lp98803QRu/rKwsaGMDAIKLIhkAYI2kpCR16dJFDodDsbGxGj16tM/ra9eulcPh0J///Gef9vvvv19ut1tOp1Nut1sffPBBIKftdemll8rlcsnhcOipp54Kyhxaw9/z/uKLLzRo0CB98sknbZ9cK1166aX63//936CNDwAIHopkAIA1tm/frl//+teSpIcfflhvvvmmz+vr16+XJK1bt86n/fbbb9ebb76piy66SAUFBbrwwgsDM+HjvPLKK1q1alVQxm6Ou+++Ww6HQ1988YVPuz/nnZ+fr+HDh+uGG24I2ucgSY8//rh+8Ytf6Nlnnw3aHAAAwUGRDACwysiRIyV9WxAfa926dYqKitL69etljPF5bf369d5lETy33nqrEhMTNWPGjKDO45xzztHdd9+tW265Rfn5+UGdCwAgsCiSAQBWGThwoKKjoxvsLT506JDy8/P14x//WIWFhfroo498Xl+/fr1GjRoVyKniOB9//LFWr16tX/7yl8GeiiTpv//7vxUaGqo//OEPwZ4KACCAKJIBAFYJCQlRenq69uzZo88//9zbvmHDBmVkZHj3Fh9bRNfW1uqdd97R0KFDJUkbN27Utddeqz59+iguLk69e/fWbbfdpsOHD3uXufjiixURESGHwyG32+09z/mDDz6Q2+1WaGio4uLi9O6770qSjh49ql//+tfq27evXC6XzjzzTP3sZz9TYWFhs7artrZWv/vd73TeeefJ5XIpISFB1113nc823nPPPXK73XI4HJo8ebJeeOEFJScnKyoqSoMGDdJ7773XYL2FhYWaOHGizjjjDPXs2VNjxozRxx9/LIfDodNOO01ut1s7d+5UUlKSFi1aJElKTU2V2+2W2+1WcXFxg3nefffd6tevn8444wxdeeWV+vrrr5u1jcuXL5ekBnv0v/e97+n000/3OdQ7Ly9Pbrdb4eHh+s53vuPt+9e//lVut1shISHKzMzUxo0bNWjQIEVFRemiiy7yfh6/+93v1K9fP8XFxemnP/1poxcJCw8P17Bhw/T88883a/4AAEsYAAAs8/vf/95IMn/+85+9bdOnTzePP/64+frrr43D4TCXXnqp97Vt27aZzMxM7/OrrrrKZGZmmsLCQmOMMf/6179M7969zdVXX+0zzu23324kmX/9618+7V9//bWJjY01R44cMcYYU1NTY8aOHWvOPPNM89577xljjNm5c6fp37+/Oeecc0xZWZl32bfeestIMk8++aTPOqdMmWK6detm3njjDWOMMQUFBWbEiBEmPj7e7N2716evJHPeeeeZO++801RUVJiDBw+aiy66yMTFxZny8nJvv4qKCnPBBReY3r17m//7v/8zxhiTm5trBg0aZCSZSZMm+az3N7/5jZFkdu/e3eA9r5/3BRdcYF544QVTW1tr/vOf/5jY2Fjzwx/+sEH/xmRmZhq3293oaycaOyMjwyQmJjbon5iYaPr06WNuueUWc+TIEVNaWmqGDBli4uPjzWOPPWZWr15tamtrzZYtW0xISIi58847Gx33V7/6lZFkvvzyy2ZtAwCg82NPMgDAOo3tLV63bp1Gjhyp+Ph49e/fX2+//baqq6slNTwf+eyzz9aDDz6ouLg4SdKAAQN011136YUXXtBnn33m7Td58mRJ0tNPP+0z/rPPPqsrr7xSp512mvf52rVrlZ2drZSUFO8Yv/vd7/Tpp5/qj3/8Y5Pbs2nTJj3xxBP6+c9/7r1id0JCgh577DEVFhbq3nvvbbBMcXGxFixYoPDwcMXExGjq1KkqKirSP//5T2+fJ554Qrm5ubr99tv1/e9/X1LdFcLbcj5w3759NWHCBDkcDp177rm69NJL9frrr6uysvKky3722WdKSEho9djH27dvn7Kzs3XaaaepW7dumjp1qgoLC/Xmm2/qiiuukMPh0JAhQ5SWlqYVK1Y0ug632y1J+vTTT/02LwBAx0aRDACwTv/+/dW9e3e99dZbkuqumFxRUaE+ffpIqiuiy8rKvIfeHn8+8v3336+BAwf6rPO73/2uJOk///mPt+3cc8/VRRddpGeffVZVVVXe9qeeekqTJk3yPv/b3/4mSRo7dqzPOusL5pycnCa350TL9+vXT1FRUY0uf+GFFyo0NNT7vHfv3pLkcxGqNWvWSKo7dPxYmZmZTc6nKYMHD/Z5fuaZZ6q6ulpFRUUnXfbAgQPq2rVrq8c+Xr9+/RQbG+szF0kNPttevXpp7969ja6jfj4HDhzw27wAAB0bRTIAwDoOh0OZmZn66quv9PHHH2v9+vUaMWKE9/Vj9zRXVVUpNzdXF110kff1ffv2acaMGfrBD36ghIQEud1uTZgwQZIanIM7efJkFRYW6rXXXpMk5ebm6vDhwxo2bJi3z86dOyXVFcX15/K63W6dd9556tq1a4N1Hq9++f/6r//yWd7tdssYo4MHDzZYpn4veL3w8HBJ8tmju3v3bklSjx49fPrW7z1tjeaMeyKVlZU+hX1bHT+XsLCwRtvDw8NVXl7e6Drq59Oc+QMA7OC//4kAAOhARo4cqb/97W9av369PvzwQ+9hypKUkZGhkJAQrVu3TiNGjFBycrK3GCorK9OQIUPkcDi0atUqXXjhhXI4HNqwYYNPoV3v2muv1c9//nM99dRTuvzyyxvsRZbkvd3Url27WrWntH75DRs26Pzzz2/WMk7nyf8OXr9ec9ztsNqiOeOeSJcuXXz2yDdHbW3tCV9zOBwtam9MfXHcpUuXFs0LANB5sScZAGCl+sOn169f3+Cc46ioKA0cOFD//Oc/9fLLL/scar1u3Trl5eVp2rRpSklJOWlBdcYZZ+jyyy/Xyy+/rIKCAj333HO64YYbfPqcc845kur2UB/vk08+0fbt25sco6nlv/zyS+9h4y3Vt29fSVJBQYFP+/HPA6VHjx46dOhQk33qzyOv19yrg7dW/Xx69uzZruMAADoOimQAgJX69euns846S6+//rq6du3a4BDikSNHqrKyUkuXLvUpoCMiIiQ13NuYl5d3wrEmTZqkqqoqTZo0Sd///veVmJjo8/qPfvQjSdLq1at92o0xuuaaa/Tmm282uS0nWl6SZsyYoWXLljW5/IlcdtllkuQ9VLzehg0bGu1fvxe8vlB95plntH79+laN3Zjzzz+/0T8EHOvY1wsLC7Vr1y6/jd+YvXv3yul06rzzzmvXcQAAHQdFMgDAWiNGjFBFRUWD++5K356XHBYWpgsuuMDbnpaWph49emjJkiXasWOHpLqrLv/2t7894TgXX3yx3G631q5d673i9bGuu+46XXLJJXrggQe0adMmSdKRI0f0y1/+UkePHtWUKVOa3I5hw4bpZz/7mZ588kn9/e9/lzFGVVVVWrx4sbZu3arZs2ef9L1ozJQpU9S/f3/df//9+ve//y1J2r59+wmL7nPPPVeS9O9//1sVFRW67777VFJS0qqxGzNq1CiVlpZqz549J+yzZMkSVVRU6MiRI5o7d6569erlt/Ebk5ubq9TUVEVHR7frOACADiSIt58CAKBd/fWvfzWSzKpVqxq8duTIERMREWHGjx/f4LXc3FwzduxYExMTY/r27WvGjh3rvfdyVFSUycrKarDML3/5S9O1a1dz+PDhRudSUVFh5s+fb84++2wTHx9v+vTpY2688Uazb98+b59x48aZM844wztOcnKy97Xa2lrz8MMPm/PPP9/ExsaaxMRE86Mf/cjs2LHD2+exxx4zCQkJRpKJjIw0CQkJxhhjZs6c6bPeY+f/1Vdfmeuuu85ER0ebM88801x22WXm888/N5LMT3/6U59tqKmpMVOmTDHx8fHmzDPPNDfddJOpqakxkydP9ln/lVdeaYwxZuDAgaZr165GkomLizPz589v9L2pV1RUZE477TTz+9//vsFr9fdJvuCCC0xUVJQ5//zzzRtvvGEyMjKM0+k0CQkJ5tlnnzWvvfaaSUhIME6n04SFhZmEhASze/duM23aNJ85Xn755aa6utokJCSYyMhII8kkJCSYxx57zDvm/v37TVhYmPnTn/7U5LwBAHZxGOPHq3UAAIBO76uvvpLb7dacOXP0wAMPBHTsBQsW6E9/+pN27tzpvc+0JN19992aP3++du/ere985zsBmcttt92mN998Ux9++KH3ytgAAPtxuDUAAKewYcOGNbgY1j//+U9JUnp6esDnc9ddd2nQoEG66qqrVFFREfDx6z311FN64YUX9Pe//50CGQBOMRTJAACcwrZu3aq77rrLW5Dm5ubq9ttvV3p6usaNGxfw+YSEhGjFihUaOnSocnNzAz5+vXfffVfvvPOO98riAIBTB/dJBgDgFHbffffp73//u/r27avy8nJ169ZNV199tebPn9+mex63hdPp1F133RWUsestXbo0qOMDAIKHc5IBAAAAAPDgcGsAAAAAADwokgEAAAAA8KBIBgAAAADAgyIZAAAAAAAPimQAAAAAADwokgEAAAAA8LCySC4qKtK1116rPn36nLRvRUWFpk2bppSUFKWkpGjatGmqrKwMwCyB1iPjsBn5hu3IOGxHxtHZWVckf/zxx5owYYJiY2PVnFtAz5kzR7t27dK2bdv07rvv6tNPP9WcOXMCMFOgdcg4bEa+YTsyDtuRcdjAuiI5Li5OOTk5Sk1NPWnfsrIyPfbYY5oxY4acTqdCQkI0Y8YM/elPf1JZWVkAZgu0HBmHzcg3bEfGYTsyDhtYVyS73W5FREQ0q+97772niooKJSUledsGDBigiooKvf/+++01RaBNyDhsRr5hOzIO25Fx2MC6Irkl8vPzJUkul8vbVv9z/WtAZ0bGYTPyDduRcdiOjKOjCg32BDoCh8PRrLba2lrt379f3bp1a/R1nLqMMSorK1PPnj3ldHa8vz2RcbRVR844+YY/kHHYjozDdv7M+CldJPfo0UOSVFxcrC5dunh/luoOFTne/v371bt378BNEJ1OXl6eevXqFexpeJFx+FtHyjj5Rnsg47AdGYft/JHxU7pIHjhwoCIiIrR9+3bvG5mbm6uIiAilpKQ06N+tWzdJdW98VFRUu89v7ty5WrhwYbuPw1htV1paqt69e3sz0lGQccbyl46Y8Y6eb8nOLNg6FhlvHRuzYOtYZLzlApmDQI9n41j+zPgpVSQfOnRIl156qRYuXKiMjAx169ZNU6dO1aOPPqqLL75YkvToo4/qZz/7WaNvbv1hHVFRUQH5YoaHhwfsPznG8o9gH/pDxhmrvQUz450t35K9WbB1LImMt5StWbB1LImMt0SgPxtbc9cZM96xTkjwg/LycmVmZuq+++5TQUGBMjMz9eijj3pf27Fjh4qKirz9H3zwQfXp00cXXXSRUlNT1a9fPz344IPBmj5wUmQcNiPfsB0Zh+3IOGxg3Z7k0047TRs2bGj0tR49eujAgQM+bREREVqyZEkAZtZyWVlZjNWJxgoUMs5YwRorEGzKt2RvFmwdKxDIOGMFc6xAsCnjgf5sbM1dZ8y4wxhjgj2JzqK0tFTR0dEqKSkJ6CED6PhsyYYt2wH/syEbNmwD2o8N+bBhG9B+bMiHDduA9uPPfFh3uDUAAAAAAK1FkQwAAAAAgAdFMgAAAAAAHhTJAAAAAAB4UCQDAAAAAOBBkQwAAAAAgAdFMgAAAAAAHhTJAAAAAAB4UCQDAAAAAOBBkQwAAAAAgAdFMgAAAAAAHlYWyUuXLlVycrLS0tI0btw45eXlnbDvhx9+qNGjRystLU2DBg3S1VdfrX379gVwtkDLkXHYjozDdmQctiPj6MysK5JXrVql7OxsvfHGG9qyZYsGDx6sK664QrW1tQ36GmN02WWX6cILL9SWLVu0detWORwOTZo0KQgzB5qHjMN2ZBy2I+OwHRlHZ2ddkbxo0SJNnDhRcXFxkqSZM2cqNzdX69ata9D3wIED2rt3r0aMGCFJcjgcyszM1NatWwM6Z6AlyDhsR8ZhOzIO25FxdHZWFcmVlZXatm2bkpKSvG0xMTFKTEzU5s2bG/SPi4tTenq6VqxYoZqaGh09elSrV6/W8OHDAzltoNnIOGxHxmE7Mg7bkXHYwKoiuaioSNXV1XK5XD7tLpdL+fn5jS6zevVq7dmzR71791ZiYqJOP/10LV++PBDTBVqMjMN2ZBy2I+OwHRmHDawqkus5HI5mtVVVVWn06NE6++yzlZeXp/379ys+Pl7Tpk0LxDSBViPjsB0Zh+3IOGxHxtGZhQZ7Av4UHx+v0NBQFRcX+7QXFxfL7XY36L9u3Tp98MEHWr16tUJCQiRJ8+bN01lnnaWpU6dymAc6HDIO25Fx2I6Mw3ZkHDawqkgOCwtTamqqtm/f7m0rKSnRnj17NHTo0Ab9q6qqJEnh4eHetvqfj/9iH2vu3LnefllZWcrKyvLL/NG55OTkKCcnR1Ld+TeBQMYRSLZmnHyjHhmH7cg4bNduGTeWWblypenRo4cpKioyxhiTnZ1tBgwYYGpqaszBgwdNWlqa2bBhgzHGmMLCQuNyuUx2drZ3+ezsbBMdHW2++uqrBusuKSkxkkxJSUlgNgadRiCzQcYRDDZknHyjKWQctiPjsJ0/82HVnmRJGj9+vAoKCjRmzBhFRkYqJiZGa9askdPpVHl5uXbs2KGioiJJdVfTe+2113TnnXfq1VdflTFGkZGReu2119S9e/cgbwnQODIO25Fx2I6Mw3ZkHJ2dwxhjgj2JzqK0tFTR0dEqKSlRVFRUsKeDDsSWbNiyHfA/G7Jhwzag/diQDxu2Ae3HhnzYsA1oP/7Mh5VXtwYAAAAAoDUokgEAAAAA8KBIBgAAAADAgyIZAAAAAAAPimQAAAAAADwokgEAAAAA8KBIBgAAAADAgyIZAAAAAAAPimQAAAAAADwokgEAAAAA8KBIBgAAAADAgyIZAAAAAAAPimQAAAAAADysLJKXLl2q5ORkpaWlady4ccrLy2uy/7JlyzR06FClp6erf//+uvnmmwM0U6B1yDhsR8ZhOzIO25FxdGrGMitXrjRut9sUFhYaY4yZP3++SU5ONjU1NY32f/rpp01aWpo5dOiQMcaYwsJCM3bs2Eb7lpSUGEmmpKSkfSaPTiuQ2SDjCAYbMk6+0RQyDtuRcdjOn/mwrkgeMmSImT17tvf5wYMHjdPpNGvXrm3Qt7q62vTo0cPk5OQ0a918MXEigcwGGUcw2JBx8o2mkHHYjozDdv7Mh1WHW1dWVmrbtm1KSkrytsXExCgxMVGbN29u0D83N1f5+fk6cOCAsrKylJaWpptuukmFhYWBnDbQbGQctiPjsB0Zh+3IOGxgVZFcVFSk6upquVwun3aXy6X8/PwG/Xft2iVJeuihh7R8+XJt2rRJVVVVGjNmjGprawMyZ6AlyDhsR8ZhOzIO25Fx2MCqIrmew+FoVltFRYUk6ZZbblFMTIxCQkI0b9485ebm6h//+Ee7zxNoLTIO25Fx2I6Mw3ZkHJ1ZaLAn4E/x8fEKDQ1VcXGxT3txcbHcbneD/vV/4erZs6e3rXfv3pKkPXv2nHCcuXPnKjw8XJKUlZWlrKysNs8dnU9OTo5ycnIk1R1aFAhkHIFka8bJN+qRcdiOjMN27ZVxq4rksLAwpaamavv27d62kpIS7dmzR0OHDm3Qf+DAgXI6nSooKPC21Z//UP/lbMzChQsVFRXlx5mjMzr2l3JpaamWLFnS7mOScQSSrRkn36hHxmE7Mg7btVfGrTvcevbs2Vq2bJkOHDggSXrkkUeUlJSkUaNG6dChQxo6dKg2btwoSerevbuuu+46Pf74496/PCxZskT9+/fXsGHDgrYNQFPIOGxHxmE7Mg7bkXF0dlbtSZak8ePHq6CgQGPGjFFkZKRiYmK0Zs0aOZ1OlZeXa8eOHSoqKvL2/+Mf/6hZs2YpOTlZsbGx6t69u1599VWFhlr31sASZBy2I+OwHRmH7cg4OjuHMcYEexKdRWlpqaKjo1VSUsIhHvBhSzZs2Q74nw3ZsGEb0H5syIcN24D2Y0M+bNgGtB9/5sO6w60BAAAAAGgtimQAAAAAADwokgEAAAAA8KBIBgAAAADAgyIZAAAAAAAPimQAAAAAADwokgEAAAAA8KBIBgAAAADAgyIZAAAAAAAPimQAAAAAADwokgEAAAAA8KBIBgAAAADAw8oieenSpUpOTlZaWprGjRunvLy8ky5TXl6uPn36aPLkye0/QaCNyDhsR8ZhOzIO25FxdGbWFcmrVq1Sdna23njjDW3ZskWDBw/WFVdcodra2iaXW7hwoQ4ePBigWQKtR8ZhOzIO25Fx2I6Mo7OzrkhetGiRJk6cqLi4OEnSzJkzlZubq3Xr1p1wmV27dumtt97S5ZdfHqhpAq1GxmE7Mg7bkXHYjoyjs7OqSK6srNS2bduUlJTkbYuJiVFiYqI2b958wuVmzZqlxYsXy+m06u2Ahcg4bEfGYTsyDtuRcdjAqhQWFRWpurpaLpfLp93lcik/P7/RZVavXq2EhAQNGjQoEFME2oSMw3ZkHLYj47AdGYcNQoM9gfbgcDia1VZeXq4FCxYoJycnENMC/IaMw3ZkHLYj47AdGUdnZlWRHB8fr9DQUBUXF/u0FxcXy+12N+i/cOFCTZkyRfHx8S0aZ+7cuQoPD5ckZWVlKSsrq/WTRqeVk5Pj/YVeWVkZkDHJOALJ1oyTb9Qj47AdGYft2ivjDmOM8dvaOoC0tDQNGzZMDzzwgCSppKRELpdLr7/+usaMGePTd/jw4XI4HN5zH3bs2CFJOvfcczVlyhRdf/31Pv1LS0sVHR2tkpISRUVFBWBr0FkEMhtkHMFgQ8bJN5pCxmE7Mg7b+TUfxjIrV640PXr0MEVFRcYYY7Kzs82AAQNMTU2NOXjwoElLSzMbNmxodNlJkyaZSZMmnXDdJSUlRpIpKSlpj6mjEwtkNsg4gsGGjJNvNIWMw3ZkHLbzZz6sOtxaksaPH6+CggKNGTNGkZGRiomJ0Zo1a+R0OlVeXq4dO3aoqKjIZ5mdO3fqxhtv9P7lKjMzU48//rj69esXjE0AmkTGYTsyDtuRcdiOjKOzs+5w6/bEIR44EVuyYct2wP9syIYN24D2Y0M+bNgGtB8b8mHDNqD9+DMfVt0CCgAAAACAtqBIBgAAAADAgyIZAAAAAAAPimQAAAAAADwokgEAAAAA8KBIBgAAAADAgyIZAAAAAAAPimQAAAAAADwokgEAAAAA8KBIBgAAAADAgyIZAAAAAAAPimQAAAAAADysLJKXLl2q5ORkpaWlady4ccrLy2u0X2lpqebPn69hw4YpIyNDAwYM0KJFi2SMCfCMgZYh47AdGYftyDhsR8bRqRnLrFy50rjdblNYWGiMMWb+/PkmOTnZ1NTUNOj70ksvmQEDBpjDhw8bY4z5/PPPTXR0tHnkkUcaXXdJSYmRZEpKStpvA9ApBTIbZBzBYEPGyTeaQsZhOzIO2/kzH9btSV60aJEmTpyouLg4SdLMmTOVm5urdevWNeh71llnacGCBerataskqU+fPho1apReeeWVgM4ZaAkyDtuRcdiOjMN2ZBydnVVFcmVlpbZt26akpCRvW0xMjBITE7V58+YG/ZOSknTZZZf5tB05ckQJCQntPlegNcg4bEfGYTsyDtuRcdggNNgT8KeioiJVV1fL5XL5tLtcLuXn5590+cLCQm3evFmbNm1qrykCbULGYTsyDtuRcdiOjMMGVu1JrudwOJrVdixjjKZOnars7GxdcMEF7TU1wC/IOGxHxmE7Mg7bkXF0ZlbtSY6Pj1doaKiKi4t92ouLi+V2u5tcdsaMGUpOTtZtt9120nHmzp2r8PBwSVJWVpaysrJaP2l0Wjk5OcrJyZFUd2hRIJBxBJKtGSffqEfGYTsyDtu1W8bbfOmvDmbIkCFmzpw53ueHDh0yTqfTrF279oTLTJ8+3fzmN7/xPt++fXuj/biiHk4kkNkg4wgGGzJOvtEUMg7bkXHYjqtbN2H27NlatmyZDhw4IEl65JFHlJSUpFGjRunQoUMaOnSoNm7c6O0/Y8YMOZ1OzZ49W4cPH9bhw4c1ffr0YE0fOCkyDtuRcdiOjMN2ZBydnVWHW0vS+PHjVVBQoDFjxigyMlIxMTFas2aNnE6nysvLtWPHDhUVFUmSVqxYoUcffVSS9PDDD3vXkZiYGJS5A81BxmE7Mg7bkXHYjoyjs3MYY0ywJ9FZlJaWKjo6WiUlJYqKigr2dNCB2JINW7YD/mdDNmzYBrQfG/Jhwzag/diQDxu2Ae3Hn/mw7nBrAAAAAABaiyIZAAAAAAAPimQAAAAAADwokgEAAAAA8KBIBgAAAADAgyIZAAAAAAAPimQAAAAAADwokgEAAAAA8KBIBgAAAADAgyIZAAAAAAAPimQAAAAAADwokgEAAAAA8LCySF66dKmSk5OVlpamcePGKS8v74R9KyoqNG3aNKWkpCglJUXTpk1TZWVlAGcLtBwZh+3IOGxHxmE7Mo7OzLoiedWqVcrOztYbb7yhLVu2aPDgwbriiitUW1vbaP85c+Zo165d2rZtm9599119+umnmjNnToBnDTQfGYftyDhsR8ZhOzKOTs9YZsiQIWb27Nne5wcPHjROp9OsXbu2Qd/S0lITERFhXn75ZW/biy++aCIiIkxpaWmD/iUlJUaSKSkpaZ/Jo9MKZDbIOILBhoyTbzSFjMN2ZBy282c+rNqTXFlZqW3btikpKcnbFhMTo8TERG3evLlB//fee08VFRU+/QcMGKCKigq9//77AZlzU3JychirE40VCGScsYI5ViCQccYK5liBQMYZK5hjBYJNGQ/0Z2Nr7jpjxq0qkouKilRdXS2Xy+XT7nK5lJ+f36B/fdux/et/bqx/oNkaXlvHCgQyzljBHCsQyDhjBXOsQCDjjBXMsQLBpoxTJHe+sfzFqiK5nsPhaFZba/sDwUbGYTsyDtuRcdiOjKMzCw32BPwpPj5eoaGhKi4u9mkvLi6W2+1u0L9Hjx7e17t06eL9WVKj/Y0xkqTS0lK/zvtEKisrGauTjFU/Rn1G2gsZZ6xgjWVDxgOdb8nOLNg6FhlvHRuzYOtYZLzlApmDQI9n41h+zXibz2ruYIYMGWLmzJnjfX7o0KGTXijglVde8batWbPmhBc1ysvLM5J48DjhIy8vr32CfQwyziOYj86ccfLNozkPMs7D9gcZ52H7wx8ZdxjTzn9OCrBVq1Zp+vTp+uijjxQbG6vf/va3Wrlypd5//32Vlpbq0ksv1cKFC5WRkSFJmjlzpnbu3KmXX35ZknTJJZfo3HPP1R/+8IcG666trdX+/fvVrVs3Dv+AD2OMysrK1LNnTzmd7XsWAxlHMNiQcfKNppBx2I6Mw3b+zLhVh1tL0vjx41VQUKAxY8YoMjJSMTExWrNmjZxOp8rLy7Vjxw4VFRV5+z/44IP6xS9+oYsuukjGGA0ePFgPPvhgo+t2Op3q1atXoDYFnUx0dHRAxiHjCJbOnnHyjZMh47AdGYft/JVx6/YkAwAAAADQWlZe3botli5dquTkZKWlpWncuHHKy8s7Yd+KigpNmzZNKSkpSklJ0bRp01RZWen3sUpLSzV//nwNGzZMGRkZGjBggBYtWtSik9Jbsl31ysvL1adPH02ePLnZ47RmrGXLlmno0KFKT09X//79dfPNN7fLWB9++KFGjx6ttLQ0DRo0SFdffbX27dvX7LGKiop07bXXqk+fPift29ZstCcy/i0y7ouMk/HWjkXGA4uMf4uM+yLjZLy1Y5Hx47T5rGaLrFy50rjdblNYWGiMMWb+/PkmOTnZ1NTUNNp/xowZJisry9TU1Jjq6mozevRoM3PmTL+P9dJLL5kBAwaYw4cPG2OM+fzzz010dLR55JFH2mW76s2bN89ER0ebSZMmNWuc1oz19NNPm7S0NHPo0CFjjDGFhYVm7Nixfh+rtrbW9OrVy3sRidraWnP11VebUaNGNWusjz76yGRkZJhbb73VJCYmnrR/W7LRnsi4LzL+LTJOxls7FhkPLDLui4x/i4yT8daORcYbokg+xpAhQ8zs2bO9zw8ePHjSK/G9/PLL3rYXX3zxhFcNbstYubm5Zs2aNT5t48ePNxdffLHft6vezp07zdChQ83111/foi9lS8aqrq42PXr0MDk5Oc1ef2vHKiwsNJLMq6++6m1bsmSJ6dq1a7PGys/PN0ePHjVPPvnkSb+Ubc1GeyLj3yLjvsh4HTJOxo0h460Zi4y3fSwyXoeMf4uM+wpkxjnc2qOyslLbtm1TUlKSty0mJkaJiYnavHlzg/7vvfeeKioqfPoPGDBAFRUVev/99/06VlJSki677DKftiNHjighIcHv21Vv1qxZWrx4cYuuDNfSsXJzc5Wfn68DBw4oKytLaWlpuummm1RYWOj3seLi4pSenq4VK1aopqZGR48e1erVqzV8+PBmbZvb7VZERESz+rYlG+2JjPsi477IeB0yTsYlMt6asch428ci42T8eGTcVyAzTpHsUVRUpOrqarlcLp92l8ul/Pz8Bv3r247tX/9zY/3bMtbxCgsLtXnzZv385z8/ad/WjLV69WolJCRo0KBBJ11/W8batWuXJOmhhx7S8uXLtWnTJlVVVWnMmDGqra3161hS3Xbt2bNHvXv3VmJiok4//XQtX768JZvYLG3JRnsi498i421Dxsl4PTIeWGT8W2S8bcg4Ga9HxhtHkXycxu651tR92Frav63LGmM0depUZWdn64ILLmjWOC0Zq7y8XAsWLNC9997b7HW3dqyKigpJ0i233KKYmBiFhIRo3rx5ys3N1T/+8Q+/jlVVVaXRo0fr7LPPVl5envbv36/4+HhNmzatWeO0Rluy0Z7IOBn3FzJOxsl4cJBxMu4vZJyMk/HGUSR7xMfHKzQ0VMXFxT7txcXFcrvdDfr36NHD+/qxfSU12r8tYx1rxowZSk5O1m233dZkv9aOtXDhQk2ZMkXx8fHNWn9bxqr/a07Pnj29bb1795Yk7dmzx69jrVu3Th988IHmzZunkJAQ7y+AZcuWadOmTc3bwGZqSzbaExmvQ8bbjoyT8XpkPLDIeB0y3nZknIzXI+ONC/XrbDqxsLAwpaamavv27d62kpIS7dmzR0OHDm3Qf+DAgYqIiND27du9NzXPzc1VRESEUlJS/DpWvRkzZiguLk7/7//9P0nSRx99pP79+/t1rA0bNsjhcOiFF16QJO3YsUOSlJmZqSlTpuj666/321gDBw6U0+lUQUGBt63+/If6L6e/xqqqqpIkhYeHe9vqfz7+i91WbclGeyLjdch425FxMl6PjAcWGa9DxtuOjJPxemT8BJp1KbFTxMqVK02PHj1MUVGRMcaY7OxsM2DAAFNTU2MOHjxo0tLSzIYNG7z9Z8yYYS655BJTU1NjampqzNixY1t0yfmWjDV9+nQzc+ZMU1ZW5n2kp6e3y1jHmjRpUosvOd+SsSZOnGiGDx9uKioqjDHG3HHHHaZ///6mqqrKr2MVFhYal8tlsrOzvctnZ2eb6Oho89VXXzV7+xq7mp6/s9GeyHhDZNwXGSfjZLwOGSfj9ch4YJHxhsi4r0BknCL5OEuWLDHJyclmyJAh5pJLLjFffvmlMcaY/fv3G5fLZVasWOHte/ToUXPrrbealJQUc+GFF5pbb73VGy5/jvXCCy8YSQ0ezbk/WGu2yxhjPvvsM5ORkWESEhJMQkKCycjIMJ999pnfxzp8+LC58cYbzfe//30zfPhwc9VVV5m8vLx22a533nnHjBw50gwZMsQMHjzYZGZmmi1btjRrnCNHjpiMjAzzve99z0RERJiMjAzvffHaIxvtiYzXIeO+yDgZb+1YZDzwyHgdMu6LjJPx1o5FxhtyGGOMf3ZqAwAAAADQuXHhLgAAAAAAPCiSAQAAAADwoEgGAAAAAMCDIhkAAAAAAA+KZAAAAAAAPCiSAQAAAADwoEgGAAAAAMCDIhkAAAAAAA+KZAAAAAAAPCiSAQAAAADw+P/BW17kKkOZUgAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.visuals import plot_spectra_retrieved\n", "\n", "# Create composite figure\n", "fig_combined = plt.figure(constrained_layout=True, figsize=(12, 7)) \n", "\n", "# Create layout\n", "axd = fig_combined.subplot_mosaic(\n", " \"\"\"\n", " AAAAA\n", " AAAAA\n", " AAAAA\n", " abcde\n", " \"\"\"\n", ")\n", "\n", "# Plot the spectra in ax A\n", "ax_spectrum = axd[\"A\"]\n", "\n", "# Define the model 1 and 2 colors for the plot \n", "model_1_color = 'purple'\n", "model_2_color = 'orange'\n", "\n", "# Produce figure\n", "_ = plot_spectra_retrieved(spectra_median, spectra_low2, spectra_low1, \n", " spectra_high1, spectra_high2, planet_name,\n", " data, R_to_bin = 100, show_ymodel = False,\n", " colour_list = [model_1_color, model_2_color], \n", " plt_label = 'Retrieval Comparison',\n", " spectra_labels = ['Only H$_2$O', 'H$_2$O + Na + K'],\n", " data_labels = ['STIS G430', 'STIS G750', 'WFC3 G141'],\n", " data_colour_list = ['lime', 'cyan', 'white'],\n", " data_marker_list = ['o', 'o', 'o'],\n", " data_marker_size_list = [5, 5, 5],\n", " show_data_cap = False,\n", " figure_shape = 'wide', save_fig = False,\n", " y_min = 1.38e-2, y_max = 1.56e-2,\n", " legend_location = 'upper right',\n", " ax = ax_spectrum, # <---------- Feed spectrum axis here\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plot Retrieved Histograms\n", "\n", "Now let's try plotting the retrieved histograms for the isothermal temperature ($T$) and the water volume mixing ratio ($\\log \\rm{H_2 O}$). These parameters were present in both model 1 and 2, so we can overplot them on the first two panels.\n", "\n", "We first define the symbols we want the first two histograms to be plotted on (here, 'a' and 'b') and pass the axes to POSEIDON's `plot_histograms` function. \n", "\n", "The `plot_histograms` function requires the model objects of the retrievals you want to plot, the names of the parameters you want to plot, the x-axis 'span' for each histogram, the number of bins, and the retrieval colour list (usually corresponding to the spectra colours). " ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.visuals import plot_histograms\n", "\n", "# Create composite figure\n", "fig_combined = plt.figure(constrained_layout=True, figsize=(12, 7)) \n", "\n", "# Create layout\n", "axd = fig_combined.subplot_mosaic(\n", " \"\"\"\n", " AAAAA\n", " AAAAA\n", " AAAAA\n", " abcde\n", " \"\"\"\n", ")\n", "\n", "# Plot the spectra in ax A\n", "ax_spectrum = axd[\"A\"]\n", "\n", "# Define the model 1 and 2 colors for the plot \n", "model_1_color = 'purple'\n", "model_2_color = 'orange'\n", "\n", "# Produce figure\n", "_ = plot_spectra_retrieved(spectra_median, spectra_low2, spectra_low1, \n", " spectra_high1, spectra_high2, planet_name,\n", " data, R_to_bin = 100, show_ymodel = False,\n", " colour_list = [model_1_color, model_2_color], \n", " plt_label = 'Retrieval Comparison',\n", " spectra_labels = ['Only H$_2$O', 'H$_2$O + Na + K'],\n", " data_labels = ['STIS G430', 'STIS G750', 'WFC3 G141'],\n", " data_colour_list = ['lime', 'cyan', 'white'],\n", " data_marker_list = ['o', 'o', 'o'],\n", " data_marker_size_list = [5, 5, 5],\n", " show_data_cap = False,\n", " figure_shape = 'wide', save_fig = False,\n", " y_min = 1.38e-2, y_max = 1.56e-2,\n", " legend_location = 'upper right',\n", " ax = ax_spectrum, # <---------- Feed spectrum axis here\n", " )\n", "\n", "# Grab two axes for the first two panels\n", "axes_histograms_1 = [axd['a'], axd['b']] # The first two panels have shared parameters\n", "\n", "# Store the models as a list (the first model will be used for the numbers in the title)\n", "models = [model_2, model_1]\n", "\n", "_ = plot_histograms(planet, models, plot_parameters = ['T', 'log_H2O'], \n", " span = ((800, 1800), (-6, -2)),\n", " N_bins = [20, 20],\n", " retrieval_colour_list = [model_2_color, model_1_color],\n", " save_fig = False,\n", " axes = axes_histograms_1, # <------ Feed first histogram axis here\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we're getting somewhere! \n", "\n", "Let's complete the plot by adding the three parameters that only show up in model 2, namely the mixing ratio of $\\rm{Na}$, $\\rm{K}$, and $\\rm{TiO}$.\n", "\n", "The set up and functional form of `plot_histograms` is the same as above, except for a single retrieval model we need to use `parameter_colour_list` to individually define the colours of each parameter being plotted (otherwise by default a different colour will be used for each panel)." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Create composite figure\n", "fig_combined = plt.figure(constrained_layout=True, figsize=(12, 7)) \n", "\n", "# Create layout\n", "axd = fig_combined.subplot_mosaic(\n", " \"\"\"\n", " AAAAA\n", " AAAAA\n", " AAAAA\n", " abcde\n", " \"\"\"\n", ")\n", "\n", "# Plot the spectra in ax A\n", "ax_spectrum = axd[\"A\"]\n", "\n", "# Define the model 1 and 2 colors for the plot \n", "model_1_color = 'purple'\n", "model_2_color = 'orange'\n", "\n", "# Produce figure\n", "_ = plot_spectra_retrieved(spectra_median, spectra_low2, spectra_low1, \n", " spectra_high1, spectra_high2, planet_name,\n", " data, R_to_bin = 100, show_ymodel = False,\n", " colour_list = [model_1_color, model_2_color], \n", " plt_label = 'Retrieval Comparison',\n", " spectra_labels = ['Only H$_2$O', 'H$_2$O + Na + K'],\n", " data_labels = ['STIS G430', 'STIS G750', 'WFC3 G141'],\n", " data_colour_list = ['lime', 'cyan', 'white'],\n", " data_marker_list = ['o', 'o', 'o'],\n", " data_marker_size_list = [5, 5, 5],\n", " show_data_cap = False,\n", " figure_shape = 'wide', save_fig = False,\n", " y_min = 1.38e-2, y_max = 1.56e-2,\n", " legend_location = 'upper right',\n", " ax = ax_spectrum, # <---------- Feed spectrum axis here\n", " )\n", "\n", "# Grab two axes for the first two panels\n", "axes_histograms_1 = [axd['a'], axd['b']] # The first two panels have shared parameters\n", "\n", "# Store the models as a list (the first model will be used for the numbers in the title)\n", "models = [model_2, model_1]\n", "\n", "_ = plot_histograms(planet, models, plot_parameters = ['T', 'log_H2O'], \n", " span = ((800, 1800), (-6, -2)),\n", " N_bins = [20, 20],\n", " retrieval_colour_list = [model_2_color, model_1_color],\n", " save_fig = False,\n", " axes = axes_histograms_1, # <------ Feed first histogram axis here\n", " )\n", "\n", "# Grab three axes for the next three panels\n", "axes_histograms_2 = [axd['c'], axd['d'], axd['e']]\n", "\n", "# We just need model 2 now (since model 1 didn't include Na, K, or TiO)\n", "models = [model_2]\n", "\n", "_ = plot_histograms(planet, models, plot_parameters = ['log_Na', 'log_K', 'log_TiO'], \n", " span = ((-10, -4), (-10, -4), (-12, -6)),\n", " N_bins = [20, 20, 20],\n", " parameter_colour_list = [model_2_color, model_2_color, model_2_color],\n", " save_fig = False,\n", " axes = axes_histograms_2, # <------ Feed second histogram axis here\n", " )\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Voila!\n", "\n", "Now we can save the composite Figure to include in a paper." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "# Save as a PDF\n", "fig_combined.savefig('./POSEIDON_output/WASP-999b/plots/My_Ultimate_Figure.pdf', bbox_inches='tight')\n", "\n", "# Save as a png (e.g. for a talk)\n", "fig_combined.savefig('./POSEIDON_output/WASP-999b/plots/My_Ultimate_Figure.png', bbox_inches='tight', dpi=300)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Advanced Plotting" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now let's explore some other ways we can use your newfound powers.\n", "\n", "Say you want a sub-panel for the spectra that just shows the STIS data without the 1σ and 2σ confidence intervals (i.e. the median model only). We'll also experiment with customising the histogram settings." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's create the composite object and see how it looks:" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "fig_combined = plt.figure(constrained_layout=True, figsize=(12, 7)) \n", "\n", "# Deploy the magic function\n", "axd = fig_combined.subplot_mosaic(\n", " \"\"\"\n", " BBAAA\n", " BBAAA\n", " abcde\n", " \"\"\"\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "That looks good! We will plan on putting the STIS data zoom-in in the 'B' axis, the full data set in 'A', and the histograms on the bottom row. We have also changed the 'A' and 'B' region of the plot to be two rows instead of three, which will make the histogram plots slightly larger. \n", "\n", "Let's work on the STIS zoom-in first. We'll create a new data object that just contains the STIS datasets so that the legend in panel 'B' won't have the WFC3 data." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "# Create a zoom in on STIS\n", "\n", "# Specify the STIS data\n", "datasets = ['WASP-999b_STIS_G430.dat',\n", " 'WASP-999b_STIS_G750.dat'] \n", "instruments = ['STIS_G430', 'STIS_G750']\n", "\n", "# Load dataset, pre-load instrument PSF and transmission function\n", "data_stis = load_data(data_dir, datasets, instruments, wl)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Ok let's see how the STIS zoom in looks. In this plot we have added additional optional arguments to customize the plot: the data marker size has been made bigger (3 to 5), the sigma to plot = 0 (no shaded region in the plot), and the legend was made two column. " ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "from POSEIDON.visuals import plot_spectra_retrieved\n", "\n", "fig_combined = plt.figure(constrained_layout=True, figsize=(12, 7)) \n", "\n", "# Create layout\n", "axd = fig_combined.subplot_mosaic(\n", " \"\"\"\n", " BBAAA\n", " BBAAA\n", " abcde\n", " \"\"\"\n", ")\n", "\n", "# Define the model 1 and 2 colors for the plot \n", "model_1_color = 'purple'\n", "model_2_color = 'orange'\n", "\n", "# Plot the spectra in ax B\n", "ax_spectrum_1 = axd[\"B\"]\n", "\n", "_ = plot_spectra_retrieved(spectra_median, spectra_low2, spectra_low1, \n", " spectra_high1, spectra_high2, planet_name,\n", " data_stis, R_to_bin = 100, show_ymodel = False,\n", " colour_list = [model_1_color, model_2_color], \n", " plt_label = 'STIS Zoom In',\n", " spectra_labels = ['Only H$_2$O', 'H$_2$O + Na + K'],\n", " data_labels = ['STIS G430', 'STIS G750'],\n", " data_colour_list = ['lime', 'cyan'],\n", " data_marker_list = ['o', 'o'], \n", " data_marker_size_list = [5, 5],\n", " show_data_cap = False,\n", " figure_shape = 'wide', save_fig = False,\n", " y_min = 1.38e-2, y_max = 1.54e-2,\n", " legend_location = 'upper right',\n", " sigma_to_plot = 0, # Remove 1 and 2 sigma contours\n", " wl_min = 0.4, wl_max = 1.0, # Restrict wavelength range\n", " ax = ax_spectrum_1, # <---------- Feed spectrum axis here\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's tackle the histograms next. \n", "\n", "We want to make the labels more readable, so we can alter the `tick_labelsize` and the `title_labelsize` to increase the font sizes. We'll also rename the histogram titles from the parameter names to customised labels (let's use '$T_{\\rm{iso}}$' to indicate the temperature is isothermal and remove the log in front of the chemical species parameter names)." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.visuals import plot_histograms\n", "\n", "fig_combined = plt.figure(constrained_layout=True, figsize=(12, 7)) \n", "\n", "# Create layout\n", "axd = fig_combined.subplot_mosaic(\n", " \"\"\"\n", " BBAAA\n", " BBAAA\n", " abcde\n", " \"\"\"\n", ")\n", "\n", "# Define the model 1 and 2 colors for the plot \n", "model_1_color = 'purple'\n", "model_2_color = 'orange'\n", "\n", "# Plot the spectra in ax B\n", "ax_spectrum_1 = axd[\"B\"]\n", "\n", "# Plot the first spectrum panel\n", "_ = plot_spectra_retrieved(spectra_median, spectra_low2, spectra_low1, \n", " spectra_high1, spectra_high2, planet_name,\n", " data_stis, R_to_bin = 100, show_ymodel = False,\n", " colour_list = [model_1_color, model_2_color], \n", " plt_label = 'STIS Zoom In',\n", " spectra_labels = ['Only H$_2$O', 'H$_2$O + Na + K'],\n", " data_labels = ['STIS G430', 'STIS G750'],\n", " data_colour_list = ['lime', 'cyan'],\n", " data_marker_list = ['o', 'o'], \n", " data_marker_size_list = [5, 5],\n", " show_data_cap = False,\n", " figure_shape = 'wide', save_fig = False,\n", " y_min = 1.38e-2, y_max = 1.54e-2,\n", " legend_location = 'upper right',\n", " sigma_to_plot = 0, # Remove 1 and 2 sigma contours\n", " wl_min = 0.4, wl_max = 1.0, # Restrict wavelength range\n", " ax = ax_spectrum_1, # <---------- Feed spectrum axis here\n", " )\n", "\n", "# Grab histogram axes\n", "axes_histograms_1 = [axd['a'], axd['b']]\n", "axes_histograms_2 = [axd['c'], axd['d'], axd['e']]\n", "\n", "# Plot first two panels\n", "_ = plot_histograms(planet, models = [model_2, model_1], \n", " plot_parameters = ['T', 'log_H2O'], \n", " span = ((800, 1800), (-6, -2)),\n", " N_bins = [20, 20],\n", " retrieval_colour_list = [model_2_color, model_1_color],\n", " save_fig = False,\n", " axes = axes_histograms_1, # <------ Feed first histogram axis here\n", " tick_labelsize = 12, # x axis tick labels\n", " title_fontsize = 18, # Title size\n", " custom_labels = ['T$_{\\mathrm{iso}}$', 'H$_2$O'], # Custom titles\n", " )\n", "\n", "# Plot next three panels\n", "_ = plot_histograms(planet, models = [model_2], \n", " plot_parameters = ['log_Na', 'log_K', 'log_TiO'], \n", " span = ((-10, -4), (-10, -4), (-12, -6)),\n", " N_bins = [20, 20, 20],\n", " parameter_colour_list = [model_2_color, model_2_color, model_2_color],\n", " save_fig = False,\n", " axes = axes_histograms_2, # <------ Feed second histogram axis here\n", " tick_labelsize = 12, # x axis tick labels\n", " title_fontsize = 16, # Title size\n", " custom_labels = ['Na', 'K', 'TiO'], # Custom titles\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Not bad!\n", "\n", "We can also explicitly set the major and minor tick spacing of each histogram. For example, let's have major tick labels with 200K spacing and minor ticks for every 100K on the x-axis span (1000K to 1600K) in the isothermal temperature histogram. \n", "\n", "Let's also make the colours more vibrant by explicitly setting the alpha values. For the histograms with more than one retrieval, we'll use alpha = 0.6 to make the colours more vibrant (but retaining with some transparency). For the histograms with just one retrieval, we'll use alpha = 1 (opaque)." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig_combined = plt.figure(constrained_layout=True, figsize=(12, 7)) \n", "\n", "# Create layout\n", "axd = fig_combined.subplot_mosaic(\n", " \"\"\"\n", " BBAAA\n", " BBAAA\n", " abcde\n", " \"\"\"\n", ")\n", "\n", "# Define the model 1 and 2 colors for the plot \n", "model_1_color = 'purple'\n", "model_2_color = 'orange'\n", "\n", "# Plot the spectra in ax B\n", "ax_spectrum_1 = axd[\"B\"]\n", "\n", "# Plot the first spectrum panel\n", "_ = plot_spectra_retrieved(spectra_median, spectra_low2, spectra_low1, \n", " spectra_high1, spectra_high2, planet_name,\n", " data_stis, R_to_bin = 100, show_ymodel = False,\n", " colour_list = [model_1_color, model_2_color], \n", " plt_label = 'STIS Zoom In',\n", " spectra_labels = ['Only H$_2$O', 'H$_2$O + Na + K'],\n", " data_labels = ['STIS G430', 'STIS G750'],\n", " data_colour_list = ['lime', 'cyan'],\n", " data_marker_list = ['o', 'o'], \n", " data_marker_size_list = [5, 5],\n", " show_data_cap = False,\n", " figure_shape = 'wide', save_fig = False,\n", " y_min = 1.38e-2, y_max = 1.54e-2,\n", " legend_location = 'upper right',\n", " sigma_to_plot = 0, # Remove 1 and 2 sigma contours\n", " wl_min = 0.4, wl_max = 1.0, # Restrict wavelength range\n", " ax = ax_spectrum_1, # <---------- Feed spectrum axis here\n", " )\n", "\n", "# Grab histogram axes\n", "axes_histograms_1 = [axd['a'], axd['b']]\n", "axes_histograms_2 = [axd['c'], axd['d'], axd['e']]\n", "\n", "# Plot first two panels\n", "_ = plot_histograms(planet, models = [model_2, model_1], \n", " plot_parameters = ['T', 'log_H2O'], \n", " span = ((1000, 1600), (-6, -2)),\n", " N_bins = [20, 20],\n", " retrieval_colour_list = [model_2_color, model_1_color],\n", " save_fig = False,\n", " axes = axes_histograms_1, # <------ Feed first histogram axis here\n", " tick_labelsize = 14, # x axis tick labels\n", " title_fontsize = 18, # Title size\n", " custom_labels = ['T$_{\\mathrm{iso}}$', 'H$_2$O'], # Custom titles\n", " custom_ticks = [[200,100], [1,0.5]], # Custom [major,minor] spacing\n", " alpha_hist = 0.6, # Histogram alpha\n", " ) \n", "\n", "# Plot next three panels\n", "_ = plot_histograms(planet, models = [model_2], \n", " plot_parameters = ['log_Na', 'log_K', 'log_TiO'], \n", " span = ((-10, -4), (-10, -4), (-12, -6)),\n", " N_bins = [20, 20, 20],\n", " parameter_colour_list = [model_2_color, model_2_color, model_2_color],\n", " save_fig = False,\n", " axes = axes_histograms_2, # <------ Feed second histogram axis here\n", " tick_labelsize = 14, # x axis tick labels\n", " title_fontsize = 16, # Title size\n", " custom_labels = ['Na', 'K', 'TiO'], # Custom titles\n", " custom_ticks = [[2,0.5], [2,0.5], [2,0.5],], # Custom [major,minor] spacing\n", " alpha_hist = 1.0 # Histogram alpha\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now let's complete the Figure by adding the spectra plot to panel 'A' from the previous part of the tutorial.\n", "\n", "Since we already have a spectrum on the left hand panel, we'll turn off the `y_labels` on the right hand panel." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig_combined = plt.figure(constrained_layout=True, figsize=(12, 7)) \n", "\n", "# Create layout\n", "axd = fig_combined.subplot_mosaic(\n", " \"\"\"\n", " BBAAA\n", " BBAAA\n", " abcde\n", " \"\"\"\n", ")\n", "\n", "# Define the model 1 and 2 colors for the plot \n", "model_1_color = 'purple'\n", "model_2_color = 'orange'\n", "\n", "# Create the spectra axes\n", "ax_spectrum_1 = axd[\"B\"]\n", "ax_spectrum_2 = axd[\"A\"]\n", "\n", "# Plot the first spectrum panel\n", "_ = plot_spectra_retrieved(spectra_median, spectra_low2, spectra_low1, \n", " spectra_high1, spectra_high2, planet_name,\n", " data_stis, R_to_bin = 100, show_ymodel = False,\n", " colour_list = [model_1_color, model_2_color], \n", " plt_label = 'STIS Zoom In',\n", " spectra_labels = ['Only H$_2$O', 'H$_2$O + Na + K'],\n", " data_labels = ['STIS G430', 'STIS G750'],\n", " data_colour_list = ['lime', 'cyan'],\n", " data_marker_list = ['o', 'o'], \n", " data_marker_size_list = [5, 5],\n", " show_data_cap = False,\n", " figure_shape = 'wide', save_fig = False,\n", " y_min = 1.38e-2, y_max = 1.54e-2,\n", " legend_location = 'upper right',\n", " sigma_to_plot = 0, # Remove 1 and 2 sigma contours\n", " wl_min = 0.4, wl_max = 1.0, # Restrict wavelength range\n", " ax = ax_spectrum_1, # <---------- Feed spectrum axis here\n", " )\n", "\n", "# Plot the second spectrum panel\n", "_ = plot_spectra_retrieved(spectra_median, spectra_low2, spectra_low1, \n", " spectra_high1, spectra_high2, planet_name,\n", " data, R_to_bin = 100, show_ymodel = False,\n", " colour_list = [model_1_color, model_2_color], \n", " plt_label = 'Full Wavelength Range',\n", " spectra_labels = ['Only H$_2$O', 'H$_2$O + Na + K'],\n", " data_labels = ['STIS G430', 'STIS G750', 'WFC3 G141'],\n", " data_colour_list = ['lime', 'cyan', 'white'],\n", " data_marker_list = ['o', 'o', 'o'], \n", " data_marker_size_list = [5, 5, 5],\n", " show_data_cap = False,\n", " figure_shape = 'wide', save_fig = False,\n", " y_min = 1.38e-2, y_max = 1.56e-2,\n", " legend_location = 'upper right',\n", " sigma_to_plot = 2, # Show 1 and 2 sigma contours\n", " ylabels = False, # Disable y axis labels\n", " ax = ax_spectrum_2, # <---------- Feed spectrum axis here\n", " )\n", "\n", "# Grab histogram axes\n", "axes_histograms_1 = [axd['a'], axd['b']]\n", "axes_histograms_2 = [axd['c'], axd['d'], axd['e']]\n", "\n", "# Plot first two panels\n", "_ = plot_histograms(planet, models = [model_2, model_1], \n", " plot_parameters = ['T', 'log_H2O'], \n", " span = ((1000, 1600), (-6, -2)),\n", " N_bins = [20, 20],\n", " retrieval_colour_list = [model_2_color, model_1_color],\n", " save_fig = False,\n", " axes = axes_histograms_1, # <------ Feed first histogram axis here\n", " tick_labelsize = 14, # x axis tick labels\n", " title_fontsize = 18, # Title size\n", " custom_labels = ['T$_{\\mathrm{iso}}$', 'H$_2$O'], # Custom titles\n", " custom_ticks = [[200,100], [1,0.5]], # Custom [major,minor] spacing\n", " alpha_hist = 0.6, # Histogram alpha\n", " ) \n", "\n", "# Plot next three panels\n", "_ = plot_histograms(planet, models = [model_2], \n", " plot_parameters = ['log_Na', 'log_K', 'log_TiO'], \n", " span = ((-10, -4), (-10, -4), (-12, -6)),\n", " N_bins = [20, 20, 20],\n", " parameter_colour_list = [model_2_color, model_2_color, model_2_color],\n", " save_fig = False,\n", " axes = axes_histograms_2, # <------ Feed second histogram axis here\n", " tick_labelsize = 14, # x axis tick labels\n", " title_fontsize = 16, # Title size\n", " custom_labels = ['Na', 'K', 'TiO'], # Custom titles\n", " custom_ticks = [[2,0.5], [2,0.5], [2,0.5],], # Custom [major,minor] spacing\n", " alpha_hist = 1.0 # Histogram alpha\n", " )\n", "\n", "# Save plot as a PDF\n", "fig_combined.savefig('./POSEIDON_output/WASP-999b/plots/Fancy_Plot.pdf', bbox_inches='tight')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Metallicity and Mean Molecular Weight Histograms" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Occasionally, we will want to plot our retrieved elemental ratios compared to the composition of the Sun (solar values). Solar abundances represent the abundance of each gas in the Sun's photosphere.\n", "\n", "We will now plot the water volume mixing ratio and O/H (a proxy for metallicity taken from the water abundance), the sodium volume mixing ratio and Na/H (our sodium abundance compared to solar), and our retrieved atmosphere's mean molecular weight (μ)." ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig_combined = plt.figure(constrained_layout=True, figsize=(12, 7)) \n", "\n", "# Create layout\n", "axd = fig_combined.subplot_mosaic(\n", " \"\"\"\n", " BBAAA\n", " BBAAA\n", " abcde\n", " \"\"\"\n", ")\n", "\n", "# Define the model 1 and 2 colors for the plot \n", "model_1_color = 'purple'\n", "model_2_color = 'orange'\n", "\n", "# Create the spectra axes\n", "ax_spectrum_1 = axd[\"B\"]\n", "ax_spectrum_2 = axd[\"A\"]\n", "\n", "# Plot the first spectrum panel\n", "_ = plot_spectra_retrieved(spectra_median, spectra_low2, spectra_low1, \n", " spectra_high1, spectra_high2, planet_name,\n", " data_stis, R_to_bin = 100, show_ymodel = False,\n", " colour_list = [model_1_color, model_2_color], \n", " plt_label = 'STIS Zoom In',\n", " spectra_labels = ['Only H$_2$O', 'H$_2$O + Na + K'],\n", " data_labels = ['STIS G430', 'STIS G750'],\n", " data_colour_list = ['lime', 'cyan'],\n", " data_marker_list = ['o', 'o'], \n", " data_marker_size_list = [5, 5],\n", " show_data_cap = False,\n", " figure_shape = 'wide', save_fig = False,\n", " y_min = 1.38e-2, y_max = 1.54e-2,\n", " legend_location = 'upper right',\n", " sigma_to_plot = 0, # Remove 1 and 2 sigma contours\n", " wl_min = 0.4, wl_max = 1.0, # Restrict wavelength range\n", " ax = ax_spectrum_1, # <---------- Feed spectrum axis here\n", " )\n", "\n", "# Plot the second spectrum panel\n", "_ = plot_spectra_retrieved(spectra_median, spectra_low2, spectra_low1, \n", " spectra_high1, spectra_high2, planet_name,\n", " data, R_to_bin = 100, show_ymodel = False,\n", " colour_list = [model_1_color, model_2_color], \n", " plt_label = 'Full Wavelength Range',\n", " spectra_labels = ['Only H$_2$O', 'H$_2$O + Na + K'],\n", " data_labels = ['STIS G430', 'STIS G750', 'WFC3 G141'],\n", " data_colour_list = ['lime', 'cyan', 'white'],\n", " data_marker_list = ['o', 'o', 'o'], \n", " data_marker_size_list = [5, 5, 5],\n", " show_data_cap = False,\n", " figure_shape = 'wide', save_fig = False,\n", " y_min = 1.38e-2, y_max = 1.56e-2,\n", " legend_location = 'upper right',\n", " sigma_to_plot = 2, # Show 1 and 2 sigma contours\n", " ylabels = False, # Disable y axis labels\n", " ax = ax_spectrum_2, # <---------- Feed spectrum axis here\n", " )\n", "\n", "# Grab histogram axes\n", "axes_histograms_1 = [axd['a'], axd['b']]\n", "axes_histograms_2 = [axd['c'], axd['d']]\n", "axes_histograms_3 = [axd['e']]\n", "\n", "# Plot water and O/H ratio\n", "_ = plot_histograms(planet, models = [model_2, model_1], \n", " plot_parameters = ['log_H2O', 'log_O/H'], \n", " span = ((-6, -2), (-2, 1)),\n", " N_bins = [20, 20],\n", " retrieval_colour_list = [model_2_color, model_1_color],\n", " save_fig = False,\n", " axes = axes_histograms_1, # <------ Feed first histogram axis here\n", " tick_labelsize = 14, # x axis tick labels\n", " title_fontsize = 12, # Title size\n", " custom_labels = ['log H$_2$O', 'log O/H '], # Custom titles\n", " custom_ticks = [[1,0.5], [1,0.5]], # Custom [major,minor] spacing\n", " alpha_hist = 0.6, # Histogram alpha\n", " ) \n", "\n", "# Plot sodium and Na/H ratio\n", "_ = plot_histograms(planet, models = [model_2], \n", " plot_parameters = ['log_Na', 'log_Na/H'], \n", " span = ((-10, -4), (-2,2)),\n", " N_bins = [20, 20],\n", " parameter_colour_list = [model_2_color, model_2_color],\n", " save_fig = False,\n", " axes = axes_histograms_2, # <------ Feed second histogram axis here\n", " tick_labelsize = 14, # x axis tick labels\n", " title_fontsize = 12, # Title size\n", " custom_labels = ['log Na', 'log Na/H'], # Custom titles\n", " custom_ticks = [[2,0.5], [1,0.5]], # Custom [major,minor] spacing\n", " alpha_hist = 1.0 # Histogram alpha\n", " )\n", "\n", "\n", "# Plot mu, the mean molecular weight \n", "_ = plot_histograms(planet, models = [model_2, model_1], \n", " plot_parameters = ['mu'], \n", " span = [(2.3, 2.31)],\n", " N_bins = [20, 20],\n", " retrieval_colour_list = [model_2_color, model_1_color],\n", " save_fig = False,\n", " axes = axes_histograms_3, # <------ Feed third histogram axis here\n", " tick_labelsize = 14, # x axis tick labels\n", " title_fontsize = 12, # Title size\n", " custom_labels = ['$\\mu$'], # Custom titles\n", " custom_ticks = [[0.01,0.0025]], # Custom [major,minor] spacing\n", " alpha_hist = 0.6, # Histogram alpha\n", " ) " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Amazing! Now you too can go forth and create your own beautiful plots.\n", "\n", "There are many optional plotting settings in POSEIDON, of which we have only demonstrated a few here. Feel free to experiment by looking inside the plotting functions!" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Multi-Retrieval Corner Plots" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can straightforwardly overplot the results from multiple retrievals that share a common subset of parameters. Let's overplot the posterior distributions for the two models above for their 3 common parameters (planet radius, temperature, and $\\rm{H_2 O}$ abundance)." ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Generating corner plot 1...\n", "Generating corner plot 2...\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.corner import generate_overplot\n", "\n", "models = [model_2, model_1]\n", "\n", "fig_overplot = generate_overplot(planet, models, \n", " params_to_plot = ['R_p_ref', 'T', 'log_H2O'],\n", " span = [(1.28, 1.34), (1000, 1800), (-6, -3)],\n", " colour_schemes = ['orange', 'purple'],\n", " model_display_names = ['Add Na, K, and TiO', 'Only H$_2$O'],\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It looks like our retrieved water abundances are slightly sub solar (meaning our metallicity is most likely sub solar as well), our retrieved sodium abundance is consistent with solar, and our mean molecular weight is tightly constrained at 2.31 (this is going to be tightly constrained for any gas giant and typically only varies for sub-Neptunes and lower mass objects).\n", "\n", "A common quantity of interest to also plot is the C/O ratio. While this is not applicable here (as we have no carbon bearing species in the model), it is an option in plot_histograms ('C/O' or 'log_C/O').\n", "\n", "Another option is to see the 'combined' metallicity ('log_M/H'), which sums the C, O, N, S, and P abundances compared to H. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## LaTeX Tables for Papers" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Often, we also want to summarise our retrieval results in a Table in a paper. LaTeX tables can be a bit of a pain to format, so POSEIDON includes a function to collect the retrieval results (median and +/- 1σ confidence intervals) and output nicely formatted LaTeX code that you can paste into a Table." ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "T & $1372^{+60}_{-61}$ & $1430^{+69}_{-73}$ \\\\ \n", "log_H2O & $-4.63^{+0.11}_{-0.11}$ & $-3.91^{+0.22}_{-0.18}$ \\\\\n", "log_Na & --- &$-5.61^{+0.35}_{-0.31}$ \\\\\n", "log_K & --- &$-7.13^{+0.35}_{-0.32}$ \\\\\n", "log_TiO & --- &$-10.64^{+0.76}_{-0.91}$ \\\\\n" ] } ], "source": [ "from POSEIDON.utility import make_latex_table_from_results\n", "\n", "model_names = [model_name_1, model_name_2]\n", "params = ['T','log_H2O', 'log_Na', 'log_K', 'log_TiO']\n", "\n", "make_latex_table_from_results(model_names, params, planet_name)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Retrieval Solution Forward Model Exploration" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We might want to create a forward model from our retrieved results in order to visualise how and why a retrieval settled on a certain solution, or to see how the spectrum might look extrapolated to longer wavelengths. \n", "\n", "POSEIDON has a function to pull the median and best-fitting forward model from a retrieval for just such applications.\n", "\n", "Let's pull the best-fitting forward model from our model 2 from above so we can see what the retrieved spectrum looks like up to 15 μm." ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "from POSEIDON.core import wl_grid_constant_R\n", "\n", "#***** Model wavelength grid *****#\n", "\n", "wl_min = 0.4 # Minimum wavelength (um)\n", "wl_max = 15 # Maximum wavelength (um)\n", "R = 4000 # Spectral resolution of grid \n", "\n", "# We need to provide a model wavelength grid to initialise instrument properties\n", "wl = wl_grid_constant_R(wl_min, wl_max, R)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Load the opacity object so that the forward models can be generated and plotted" ] }, { "cell_type": "code", "execution_count": 21, "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", "Na done\n", "K done\n", "TiO done\n", "H2O done\n", "Opacity pre-interpolation complete.\n" ] } ], "source": [ "from POSEIDON.core import read_opacities\n", "import numpy as np\n", "\n", "#***** Specify fixed atmospheric settings from retrieval *****#\n", "\n", "# Atmospheric pressure grid\n", "P_min = 1.0e-7 # 0.1 ubar\n", "P_max = 100 # 100 bar\n", "N_layers = 100 # 100 layers\n", "\n", "# Let's space the layers uniformly in log-pressure\n", "P = np.logspace(np.log10(P_max), np.log10(P_min), N_layers)\n", "\n", "# Specify the reference pressure\n", "P_ref = 10.0 # Retrieved R_p_ref parameter will be the radius at 10 bar\n", "\n", "#***** Read opacity data *****#\n", "\n", "opacity_treatment = 'opacity_sampling'\n", "\n", "# Define fine temperature grid (K)\n", "T_fine_min = 400 # Same as prior range for T\n", "T_fine_max = 1600 # Same as prior range for T\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", "# Pre-interpolate the opacities\n", "opac = read_opacities(model_2, wl, opacity_treatment, T_fine, log_P_fine)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The function `get_retrieved_atmosphere` will automatically generate the atmosphere object for the best-fitting set of retrieved parameters." ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [], "source": [ "from POSEIDON.retrieval import get_retrieved_atmosphere\n", "\n", "atmosphere_median = get_retrieved_atmosphere(planet, model_2, P, P_ref_set = P_ref)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's generate and plot the spectrum corresponding to the best-fitting atmosphere." ] }, { "cell_type": "code", "execution_count": 23, "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_median = compute_spectrum(planet, star, model_2, atmosphere_median, \n", " opac, wl, spectrum_type = 'transmission')\n", "# Plot spectrum\n", "spectra = plot_collection(spectrum_median, wl, collection = [])\n", "\n", "fig = plot_spectra(spectra, planet, R_to_bin = 100,\n", " plt_label = 'Model 2 Retrieved (Best-Fit) Forward Model',\n", " save_fig = False,\n", " figure_shape = 'wide',\n", " ) " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can now predict what the spectrum might look like if we observe this planet in longer infrared wavelengths. From our retrieved results alone, it looks like longer wavelengths will be dominated by water absorption bands." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The function `get_retrieved_atmosphere` will pull the best-fitting (maximum likelihood) retrieved atmosphere by default. But we can also pull the median retrieved atmosphere.\n", "\n", "We can also have the function print out the parameters used to generate the atmosphere object using the `verbose` argument:" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Best-Fit atmosphere parameters\n", "R_p_ref = 1.3028827915802206 * R_J\n", "PT_params = np.array( [1442.7709767282697] )\n", "log_X_params = np.array( [-5.651851400929596, -7.2305426631126, -10.524052555965897, -3.970911789398759] )\n", "cloud_params = np.array( [] )\n", "geometry_params = np.array( [] )\n", "\n", "Median atmosphere parameters\n", "R_p_ref = 1.3026499815397827 * R_J\n", "PT_params = np.array( [1430.493101241648] )\n", "log_X_params = np.array( [-5.609203531644129, -7.133688612651099, -10.642137248176395, -3.912556338652954] )\n", "cloud_params = np.array( [] )\n", "geometry_params = np.array( [] )\n" ] } ], "source": [ "print('Best-Fit atmosphere parameters')\n", "atmosphere_bestfit = get_retrieved_atmosphere(planet, model_2, P, P_ref_set = P_ref, \n", " median = False, best_fit = True, \n", " verbose = True,\n", " )\n", "\n", "print()\n", "\n", "print('Median atmosphere parameters')\n", "atmosphere_median = get_retrieved_atmosphere(planet, model_2, P, P_ref_set = P_ref, \n", " median = True, best_fit = False, \n", " verbose = True,\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's plot both the median and best fit spectra to see how they differ" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [], "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_median = compute_spectrum(planet, star, model_2, atmosphere_median, opac, wl,\n", " spectrum_type = 'transmission')\n", "\n", "spectrum_bestfit = compute_spectrum(planet, star, model_2, atmosphere_bestfit, opac, wl,\n", " spectrum_type = 'transmission')\n" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot spectrum\n", "spectra = []\n", "spectra = plot_collection(spectrum_median, wl, collection = spectra)\n", "spectra = plot_collection(spectrum_bestfit, wl, collection = spectra)\n", "\n", "fig = plot_spectra(spectra, planet, data_properties = data, R_to_bin = 100, \n", " plot_full_res = False, show_data = True,\n", " plt_label = 'Median vs. Best-fit Retrieved Atmospheres',\n", " spectra_labels = ['Median', 'Best Fit'],\n", " data_colour_list = ['lime', 'cyan', 'white'],\n", " data_marker_list = ['o','o','o'],\n", " data_marker_size_list = [5,5,5],\n", " show_data_cap = False,\n", " data_labels = ['STIS G430', 'STIS G750', 'WFC3 G141'],\n", " line_width_list = [5,2.5], \n", " line_style_list = ['-', '-'],\n", " line_alpha_list = [1, 0.8],\n", " colour_list = ['black', 'orangered'],\n", " legend_n_columns = 2,\n", " save_fig = False,\n", " figure_shape = 'wide',\n", " y_min = 1.39e-2, y_max = 1.54e-2,\n", " ) " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As you can see, the median and best-fitting atmospheres are usually rather similar.\n", "\n", "Did you notice that we used some more optional arguments in the `plot_spectra` function to customise our plot?\n", "\n", "We used different `line_widths` so that the median spectra (which is plotted first) will still show up when the best-fit spectra is plotted on top of it. We also used different alpha values also define the alpha of each line. Here we have the best-fitting spectrum, which is plotted second, with an alpha of 0.8 so that it is slightly transparent on top of the median spectra." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In our retrieval, we did not detect TiO (see the upper limits on the $\\rm{TiO} mixing ratios in the histograms above). In order to explore why, let's print out the median retrieved atmosphere and generate a new atmosphere object with a higher volume mixing ratio of TiO. " ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Median atmosphere\n", "R_p_ref = 1.3026499815397827 * R_J\n", "PT_params = np.array( [1430.493101241648] )\n", "log_X_params = np.array( [-5.609203531644129, -7.133688612651099, -10.642137248176395, -3.912556338652954] )\n", "cloud_params = np.array( [] )\n", "geometry_params = np.array( [] )\n", "\n", "Free parameters for model 2: ['R_p_ref' 'T' 'log_Na' 'log_K' 'log_TiO' 'log_H2O']\n" ] } ], "source": [ "print('Median atmosphere')\n", "atmosphere_median = get_retrieved_atmosphere(planet, model_2, P, P_ref_set = P_ref,\n", " median = True, best_fit = False,\n", " verbose = True,\n", " )\n", "print()\n", "print(\"Free parameters for model 2: \" + str(model_2['param_names']))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "So we see that the median atmosphere has a very low $\\rm{TiO}$ abundance of $\\log_{10} \\rm{TiO} = -10.96$.\n", "\n", "Below we define an atmosphere using the printed out statements above. The order of parameters is the same as the order the model was defined with. \n", "\n", "In our case, TiO is the third volume mixing ratio in log_X_params. Let's change it from -11 to a higher abundance of -7" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [], "source": [ "from POSEIDON.core import make_atmosphere\n", "\n", "# Reference radius\n", "R_p_ref = 1.3039737 * R_J\n", "\n", "# Temperature\n", "PT_params = np.array([1401.392])\n", "\n", "# Set TiO to a higher abundance \n", "log_X_params_more_TiO = np.array( [-5.60, -7.19, -7, -3.90])\n", "\n", "atmosphere_high_TiO = make_atmosphere(planet, model_2, P, P_ref, \n", " R_p_ref, PT_params, \n", " log_X_params_more_TiO,\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now that we have the median retrieved atmosphere object and the median retrieved atmosphere object with more TiO, let's compute the spectra and plot them together." ] }, { "cell_type": "code", "execution_count": 33, "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_median = compute_spectrum(planet, star, model_2, atmosphere_median, opac, wl,\n", " spectrum_type = 'transmission')\n", "\n", "spectrum_high_TiO = compute_spectrum(planet, star, model_2, atmosphere_high_TiO, opac, wl,\n", " spectrum_type = 'transmission')\n", "# Plot spectrum\n", "spectra = []\n", "spectra = plot_collection(spectrum_median, wl, collection = spectra)\n", "spectra = plot_collection(spectrum_high_TiO, wl, collection = spectra)\n", "\n", "fig = plot_spectra(spectra, planet, data_properties = data, R_to_bin = 100, \n", " plot_full_res = False, show_data = True,\n", " plt_label = 'Effect of Higher TiO Abundances',\n", " spectra_labels = ['Median', 'Best Fit'],\n", " data_colour_list = ['lime', 'cyan', 'white'],\n", " data_marker_list = ['o','o','o'],\n", " data_marker_size_list = [5,5,5],\n", " show_data_cap = False,\n", " data_labels = ['STIS G430', 'STIS G750', 'WFC3 G141'],\n", " line_width_list = [5,2.5], \n", " line_style_list = ['-', '-'],\n", " line_alpha_list = [1, 0.8],\n", " colour_list = ['black', 'orangered'],\n", " legend_n_columns = 2,\n", " save_fig = False,\n", " figure_shape = 'wide',\n", " y_min = 1.39e-2, y_max = 1.62e-2,\n", " ) " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Aha! Now we can see why $\\rm{TiO}$ was disfavoured in the retrieval. Since $\\rm{TiO}$ has a strong cross section in the STIS wavelength range, this molecule doesn't match the observed spectrum at all and hence is not present in any appreciable abundance in WASP-999b's atmosphere." ] } ], "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" }, "orig_nbformat": 4 }, "nbformat": 4, "nbformat_minor": 2 }