{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "Tristan Hoellinger
\n", "Institut d'Astrophysique de Paris
\n", "tristan.hoellinger@iap.fr" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Non-regression tests towards implementing P3M gravity" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Set up the environment and parameters" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from wip3m.params import *" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "workdir = ROOT_PATH\n", "output_path = OUTPUT_PATH\n", "\n", "# L = 64 # Box size in Mpc/h\n", "# L = 32 # Box size in Mpc/h\n", "L = 16 # Box size in Mpc/h\n", "# L = 8 # Box size in Mpc/h\n", "N = 32 # Density grid size\n", "Np = 32 # Number of dark matter particles per spatial dimension\n", "Npm = 64 # PM grid size\n", "n_Tiles = 8\n", "\n", "go_beyond_Nyquist_ss = True # for the summary statistics\n", "\n", "force = True\n", "force_hard = True\n", "\n", "run_id = \"run13\"\n", "\n", "# Good set of parameters for the force diagnostic\n", "# nPairsForceDiagnostic_pm = nPairsForceDiagnostic_spm = nPairsForceDiagnostic_p3m = 5\n", "# nBinsForceDiagnostic = 30\n", "# maxTrialsForceDiagnostic = int(2e9)\n", "\n", "# Faster force diagnostic\n", "nPairsForceDiagnostic_pm = nPairsForceDiagnostic_spm = nPairsForceDiagnostic_p3m = 3\n", "nBinsForceDiagnostic = 20\n", "maxTrialsForceDiagnostic = int(1e8)\n", "\n", "# Simulation parameters\n", "# nsteps_cola = 20\n", "# nsteps_pm = 200\n", "# nsteps_spm = 200\n", "# nsteps_p3m = 200\n", "nsteps_cola = 20\n", "nsteps_pm = 50\n", "nsteps_spm = 50\n", "nsteps_p3m = 50\n", "# nsteps_cola = 10\n", "# nsteps_pm = 20\n", "# nsteps_spm = 20\n", "# nsteps_p3m = 20" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In principle nothing needs to be changed below this cell." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "# Automatic reloading of modules\n", "%load_ext autoreload\n", "%autoreload 2\n", "\n", "from os.path import isfile\n", "from pathlib import Path\n", "import numpy as np\n", "\n", "from pysbmy.power import PowerSpectrum\n", "from pysbmy.fft import FourierGrid, read_FourierGrid\n", "from pysbmy.field import read_field\n", "from pysbmy.correlations import get_autocorrelation\n", "\n", "from wip3m.tools import get_k_max, generate_sim_params, generate_white_noise_Field\n", "from wip3m.params import params_planck_kmax_missing, cosmo_small_to_full_dict, z2a, BASELINE_SEEDPHASE\n", "from wip3m.plot_utils import *" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "k_max = 10.883000000000001\n" ] } ], "source": [ "corner = -L / 2.0\n", "RedshiftLPT = 19.0\n", "RedshiftFCs = 0.0\n", "ai = z2a(RedshiftLPT)\n", "af = z2a(RedshiftFCs)\n", "k_max = get_k_max(L, N) # k_max in h/Mpc\n", "print(f\"k_max = {k_max}\")\n", "cosmo = params_planck_kmax_missing.copy()\n", "cosmo[\"k_max\"] = k_max\n", "\n", "wd = workdir + run_id + \"/\"\n", "simdir = output_path + run_id + \"/\"\n", "logdir = simdir + \"logs/\"\n", "if force_hard:\n", " import shutil\n", " if Path(simdir).exists():\n", " shutil.rmtree(simdir)\n", " if Path(wd).exists():\n", " shutil.rmtree(wd)\n", "Path(wd).mkdir(parents=True, exist_ok=True)\n", "Path(logdir).mkdir(parents=True, exist_ok=True)\n", "\n", "input_white_noise_file = simdir + \"input_white_noise.h5\"\n", "input_seed_phase_file = simdir + \"seed\"\n", "ICs_path = simdir + \"initial_density.h5\"\n", "simpath = simdir\n", "\n", "# Path to the input matter power spectrum (generated later)\n", "input_power_file = simdir + \"input_power.h5\"\n", "\n", "# Paths the the force diagnostic CSVs\n", "OutputForceDiagnostic_pm = simdir + \"force_diagnostic_pm.txt\"\n", "OutputForceDiagnostic_cola = simdir + \"force_diagnostic_cola.txt\"\n", "OutputForceDiagnostic_spm = simdir + \"force_diagnostic_spm.txt\"\n", "OutputForceDiagnostic_p3m = simdir + \"force_diagnostic_p3m.txt\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Generate the parameter files" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The first preparatory step is to generate all the parameter files required for all the simulations.\n", "\n", "To this end we use the `generate_sim_params` function defined in `params.py`." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "common_params = {\n", " \"Np\": Np,\n", " \"N\": N,\n", " \"L\": L,\n", " \"corner0\": corner,\n", " \"corner1\": corner,\n", " \"corner2\": corner,\n", " \"h\": cosmo[\"h\"],\n", " \"Omega_m\": cosmo[\"Omega_m\"],\n", " \"Omega_b\": cosmo[\"Omega_b\"],\n", " \"n_s\": cosmo[\"n_s\"],\n", " \"sigma8\": cosmo[\"sigma8\"],\n", "}\n", "\n", "lpt_params = common_params.copy()\n", "lpt_params[\"method\"] = \"lpt\"\n", "lpt_params[\"InputPowerSpectrum\"] = input_power_file\n", "lpt_params[\"ICsMode\"] = 1\n", "# 0 : the codes generates white noise, then initial conditions\n", "# 1 : external white noise specified, the code multiplies by the power spectrum\n", "# 2 : external initial conditions specified\n", "lpt_params[\"InputWhiteNoise\"] = input_white_noise_file\n", "\n", "pm_params = common_params.copy()\n", "pm_params[\"method\"] = \"pm\"\n", "pm_params[\"TimeStepDistribution\"] = 0\n", "pm_params[\"ai\"] = ai\n", "pm_params[\"af\"] = af\n", "pm_params[\"RedshiftLPT\"] = RedshiftLPT\n", "pm_params[\"RedshiftFCs\"] = RedshiftFCs\n", "pm_params[\"Npm\"] = Npm\n", "pm_params[\"nsteps\"] = nsteps_pm\n", "pm_params[\"RunForceDiagnostic\"] = True\n", "pm_params[\"nPairsForceDiagnostic\"] = nPairsForceDiagnostic_pm\n", "pm_params[\"nBinsForceDiagnostic\"] = nBinsForceDiagnostic\n", "pm_params[\"OutputForceDiagnostic\"] = OutputForceDiagnostic_pm\n", "pm_params[\"maxTrialsForceDiagnostic\"] = maxTrialsForceDiagnostic\n", "\n", "cola_params = common_params.copy()\n", "cola_params[\"method\"] = \"cola\"\n", "cola_params[\"TimeStepDistribution\"] = 0\n", "cola_params[\"ai\"] = ai\n", "cola_params[\"af\"] = af\n", "cola_params[\"RedshiftLPT\"] = RedshiftLPT\n", "cola_params[\"RedshiftFCs\"] = RedshiftFCs\n", "cola_params[\"Npm\"] = Npm\n", "cola_params[\"nsteps\"] = nsteps_cola\n", "cola_params[\"RunForceDiagnostic\"] = False\n", "cola_params[\"RunForceDiagnostic\"] = True\n", "cola_params[\"nPairsForceDiagnostic\"] = nPairsForceDiagnostic_pm\n", "cola_params[\"nBinsForceDiagnostic\"] = nBinsForceDiagnostic\n", "cola_params[\"OutputForceDiagnostic\"] = OutputForceDiagnostic_cola\n", "cola_params[\"maxTrialsForceDiagnostic\"] = maxTrialsForceDiagnostic\n", "\n", "spm_params = common_params.copy()\n", "spm_params[\"method\"] = \"spm\"\n", "spm_params[\"EvolutionMode\"] = 5\n", "spm_params[\"TimeStepDistribution\"] = 0\n", "spm_params[\"ai\"] = ai\n", "spm_params[\"af\"] = af\n", "spm_params[\"RedshiftLPT\"] = RedshiftLPT\n", "spm_params[\"RedshiftFCs\"] = RedshiftFCs\n", "spm_params[\"Npm\"] = Npm\n", "spm_params[\"nsteps\"] = nsteps_spm\n", "spm_params[\"n_Tiles\"] = n_Tiles\n", "spm_params[\"RunForceDiagnostic\"] = True\n", "spm_params[\"nPairsForceDiagnostic\"] = nPairsForceDiagnostic_spm\n", "spm_params[\"nBinsForceDiagnostic\"] = nBinsForceDiagnostic\n", "spm_params[\"OutputForceDiagnostic\"] = OutputForceDiagnostic_spm\n", "spm_params[\"maxTrialsForceDiagnostic\"] = maxTrialsForceDiagnostic\n", "\n", "p3m_params = common_params.copy()\n", "p3m_params[\"method\"] = \"p3m\"\n", "p3m_params[\"EvolutionMode\"] = 4\n", "p3m_params[\"TimeStepDistribution\"] = 0\n", "p3m_params[\"ai\"] = ai\n", "p3m_params[\"af\"] = af\n", "p3m_params[\"RedshiftLPT\"] = RedshiftLPT\n", "p3m_params[\"RedshiftFCs\"] = RedshiftFCs\n", "p3m_params[\"Npm\"] = Npm\n", "p3m_params[\"nsteps\"] = nsteps_p3m\n", "p3m_params[\"n_Tiles\"] = n_Tiles\n", "p3m_params[\"RunForceDiagnostic\"] = True\n", "p3m_params[\"nPairsForceDiagnostic\"] = nPairsForceDiagnostic_p3m\n", "p3m_params[\"nBinsForceDiagnostic\"] = nBinsForceDiagnostic\n", "p3m_params[\"OutputForceDiagnostic\"] = OutputForceDiagnostic_p3m\n", "p3m_params[\"maxTrialsForceDiagnostic\"] = maxTrialsForceDiagnostic" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[17:15:43|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m Generating parameter file...\n", "[17:15:43|\u001b[38;5;113mSTATUS \u001b[00m]|Writing parameter file in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/run13/example_lpt.sbmy'...\n", "[17:15:43|\u001b[38;5;113mSTATUS \u001b[00m]|Writing parameter file in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/run13/example_lpt.sbmy' done.\n", "[17:15:43|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m Parameter file written to /Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/run13/example_lpt.sbmy\n", "PM nsteps = 50:\n", "[17:15:43|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m Time-stepping distribution file: /Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/run13/nsteps50_ts_pm.h5\n", "[17:15:43|\u001b[38;5;113mSTATUS \u001b[00m]|Write timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/run13/nsteps50_ts_pm.h5'...\n", "[17:15:43|\u001b[38;5;113mSTATUS \u001b[00m]|Write timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/run13/nsteps50_ts_pm.h5' done.\n", "[17:15:43|\u001b[38;5;113mSTATUS \u001b[00m]|Read timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/run13/nsteps50_ts_pm.h5'...\n", "[17:15:43|\u001b[38;5;113mSTATUS \u001b[00m]|Read timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/run13/nsteps50_ts_pm.h5' done.\n", "[17:15:44|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m Generating parameter file...\n", "[17:15:44|\u001b[38;5;113mSTATUS \u001b[00m]|Writing parameter file in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/run13/nsteps50_example_pm.sbmy'...\n", "[17:15:44|\u001b[38;5;113mSTATUS \u001b[00m]|Writing parameter file in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/run13/nsteps50_example_pm.sbmy' done.\n", "[17:15:44|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m Parameter file written to /Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/run13/nsteps50_example_pm.sbmy\n", "COLA nsteps = 20:\n", "[17:15:44|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m Time-stepping distribution file: /Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/run13/nsteps20_ts_cola.h5\n", "[17:15:44|\u001b[38;5;113mSTATUS \u001b[00m]|Write timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/run13/nsteps20_ts_cola.h5'...\n", "[17:15:44|\u001b[38;5;113mSTATUS \u001b[00m]|Write timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/run13/nsteps20_ts_cola.h5' done.\n", "[17:15:44|\u001b[38;5;113mSTATUS \u001b[00m]|Read timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/run13/nsteps20_ts_cola.h5'...\n", "[17:15:44|\u001b[38;5;113mSTATUS \u001b[00m]|Read timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/run13/nsteps20_ts_cola.h5' done.\n", "[17:15:44|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m Generating parameter file...\n", "[17:15:44|\u001b[38;5;113mSTATUS \u001b[00m]|Writing parameter file in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/run13/nsteps20_example_cola.sbmy'...\n", "[17:15:44|\u001b[38;5;113mSTATUS \u001b[00m]|Writing parameter file in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/run13/nsteps20_example_cola.sbmy' done.\n", "[17:15:44|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m Parameter file written to /Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/run13/nsteps20_example_cola.sbmy\n", "SPM nsteps = 50:\n", "[17:15:44|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m Time-stepping distribution file: /Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/run13/nsteps50_ts_spm.h5\n", "[17:15:44|\u001b[38;5;113mSTATUS \u001b[00m]|Write timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/run13/nsteps50_ts_spm.h5'...\n", "[17:15:44|\u001b[38;5;113mSTATUS \u001b[00m]|Write timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/run13/nsteps50_ts_spm.h5' done.\n", "[17:15:44|\u001b[38;5;113mSTATUS \u001b[00m]|Read timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/run13/nsteps50_ts_spm.h5'...\n", "[17:15:44|\u001b[38;5;113mSTATUS \u001b[00m]|Read timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/run13/nsteps50_ts_spm.h5' done.\n", "[17:15:44|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m Generating parameter file...\n", "[17:15:44|\u001b[38;5;113mSTATUS \u001b[00m]|Writing parameter file in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/run13/nsteps50_example_spm.sbmy'...\n", "[17:15:44|\u001b[38;5;113mSTATUS \u001b[00m]|Writing parameter file in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/run13/nsteps50_example_spm.sbmy' done.\n", "[17:15:44|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m Parameter file written to /Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/run13/nsteps50_example_spm.sbmy\n", "P3M nsteps = 50:\n", "[17:15:44|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m Time-stepping distribution file: /Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/run13/nsteps50_ts_p3m.h5\n", "[17:15:44|\u001b[38;5;113mSTATUS \u001b[00m]|Write timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/run13/nsteps50_ts_p3m.h5'...\n", "[17:15:44|\u001b[38;5;113mSTATUS \u001b[00m]|Write timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/run13/nsteps50_ts_p3m.h5' done.\n", "[17:15:44|\u001b[38;5;113mSTATUS \u001b[00m]|Read timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/run13/nsteps50_ts_p3m.h5'...\n", "[17:15:44|\u001b[38;5;113mSTATUS \u001b[00m]|Read timestepping configuration in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/run13/nsteps50_ts_p3m.h5' done.\n", "[17:15:45|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m Generating parameter file...\n", "[17:15:45|\u001b[38;5;113mSTATUS \u001b[00m]|Writing parameter file in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/run13/nsteps50_example_p3m.sbmy'...\n", "[17:15:45|\u001b[38;5;113mSTATUS \u001b[00m]|Writing parameter file in '/Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/run13/nsteps50_example_p3m.sbmy' done.\n", "[17:15:45|\u001b[1;36mINFO \u001b[00m]|\u001b[38;5;147m(wip3m.tools)\u001b[00m Parameter file written to /Users/hoellinger/Library/CloudStorage/Dropbox/travail/these/science/code/simbelmyne/simbelmyne2025/WIP_P3M/run13/nsteps50_example_p3m.sbmy\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAb0AAACMCAYAAADof3f4AAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjEsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvc2/+5QAAAAlwSFlzAAAPYQAAD2EBqD+naQAAWARJREFUeJztnQV8VMcTx3+55OLu7hAkJGhIgru7W3GKFHcvVtyhpaUFghQvXqxYi1vwQAMETSBo3O/9PzPHHXcJ9F+KhWS//byGe3P73r5ZmZ3Z3Xc6kiRJEAgEAoEgHyD73BkQCAQCgeBTIYyeQCAQCPINwugJBAKBIN8gjJ5AIBAI8g3C6AkEAoEg3yCMnkAgEAjyDcLoCQQCgSDfIIyeQCAQCPINeviCUSgUiI6OhpmZGXR0dD53dgQCgUDwmaD3rCQkJMDZ2RkymSxvGj0yeG5ubp87GwKBQCDIJdy/fx+urq550+iRh6d6SHNz8/98Hb9CfngU8whWdlZY+sdS3F2qC0WSLmQmWfDonqX1XSETsuyy3JYfIcu7srz0HCruLtWDIkkGY3M52k8MxX8lPj6enSCVXciTRk8V0iSD9z5GT+UKy3RlsLGyQaxBJhQZMsgMFLCx0laRkAlZdlluy4+Q5V1ZXnoOFU8MspCVoQMjA/l79eMq/t9Ul1jIIhAIBIJ8gzB6AoFAIMg3CKMnEAgEgnyDMHoCgUAgyD9IXzBxcXH0A7j8931wdnHm65iYmUgOrg6Snq5c8rAvJLWp3l8KqRYi2djbsHzS0knS94P3Sw2CukruDgUlIxMjydLGUipXs5wUdiiMZYu+PiC1rtZP8i7kLRmbGvNRpGQRqU/TKSyj7xy6d4iP7sO783WrlGzCsrohHfiz5uFg5aZOt+H0Bql6k+qSuaW5pG+gLznbekpDm34vWZs75EhHR4UiDaVFA/dIHfp1kBzdHJVp3J2l+qEdpYU9/uBr7rq2S2rWpZnk4OIg6cn1JCMDU8nE0EL9vKq8zts4T/L3LisZyI1YpqenJ5UsV1JadWQVy9wdCkh6Mrn63kt3L+V0s9fOlmwtnCSZji6fN7Mwk2o0rSFtPL2R09lbuUgyHRnLDI0M+ZqLty1+db9gydxYqfvSFUvz3z7j+rDM0tQ2x/OWqVRGnc701TMYGBrwdf0C/KTx349/o57oaNC+gVTEs4ykr2egfj4PXw9p4JSBUrdh3SRXOx9+Bh3oSDKZTPIv48/PTjK6NulFrqsv6cr0JH1DfalCnQpSuz7tWEb1ic6rdLDj8g5O51vUV9KV6Uo6OjJJR0dHsra3lpp0aiJ91f8rTqcpM7UwlUJrhErNuzVX38/U0FIK8AmRigUV4+tS3SAZpcn+fIUCC6nTGembSiZGyjpE9dPR1VHy8vN6q26ozujLDfk56KB0BfwLSPXa1ON6biA35Gejg/RdqV4lqfuI7nxNem66Bj1D0dJFpc3nNksDpgyQbB1t1eVOB5UN1Zeeo3tK5lbmrGc6T+lDqodIO67s4HRmlmZqGd2vcInCUtjBMJZRXgz1jSVDubFkZGCirsMkMzQ2zFnm7Rqo01G5U37o2vQMAUEBXA5v0wnll56R2ovqHNWzdt+0U7eZCV3DpADPcuo65eLpws9Psvn9d3H7lOvpK3Xs4ayWta0xQPJ1CmRdk6xh+4Z8ftulbVw/7K1c1XXJp7AP64bk9dvW12prTu5OrBtVflR9F17lV9W+A4MD36gbVbohbeZLtmZOynYh12PdrDi44h91Q+mm9lwvlSlQXTI3tuL2RLKyVcuqr7v6z9VS+VrlJVMjCy6z0n5VpEePHn10eyA8PQ2SEpLQcUBHjOzwA1ysfbD58I9w8XRB/8n9tb53M/oSKhVviMVbF2PmmpnIzMzEsPbDkJaRwnJLM1t0H9EdP+76EUt2LkGJ0BJYsnU8Yp7fUV/j+sXr2PHrDngX9ta6tmdBT2w+u1l9DG49l88npyagb9O+0NPTw7SV07DiwAo0rfQ1jPXNMLzdIq00s9bM4jQlfCph35n12LZqG/pN7Iewg2HoMbIH9p/ZgCNXtvB3Zg6bibN/ncXIeSMxcMpAONt6Ij0zNYduUpNTkZ6RCklS8OevR38NQ2NDfu7El4mwMLVFoFe5HOniX8bzptHKxZry5za92uD+7fsY3XU0X9PR2gO1SrZnWbfh3eDo5sjXfProKVztvNGqfD+WPbj9ALYOtuq8mBiawdXGlz8PmzWMn3vswrEsszazQ3pmGsu6DOmCn/f+jA79OiArKwtVSjZBu0pD1OnooNVehQILIT7pOQzkxizrN6kfmnVthvnj5uPwrsNITU+Gi7U3OtYdjmJliuHW1VsY3Howwo+Ho3HHxijqHQRDfRO42fvC1MwUT6KfsN5JVqVkU5Qv0gB2lk7q/F88dREV61SEr2sAmgX3hK9LACSFhFOHTmHHmh2crlbZtmhbYRAKuAZAX18fWZlZ2L5qOxp2aIihbRfgm/ozEPviIW5cvMHXvfP3HU5HeQj0rAA/9xKwdbTFmr/WwNjUmGVtavRHliITpobmMLMww7wN82BiZsKyAS1noW+9mep07fq24xXNrXq2goutF+zMneHuUABmlmYIrhqM39f9jprNasLYwAwFnYsj2L8mt4X4F/Ess3Oyg4mRGdpXHo7gojVx9dxVDOswDHaOdihbpSzrpWqxFpz3Kf2mIOpGFPQN9OHm7YZW1fvhm7ozULJgRZz44wS+7fktp6vWqBqXQd/6s1C2aHVcv3AdA1sNhI29Dbe5Ee0Xo0LRRjAxVK4CfPzwMadzcnNCyYKVMKjRfFQu0YTbUe2WtVlWq3ktWvKHyv7NEFqsDj9DaI1QePl5YdS8URjcep46Ha30NjAy4Pwf2n4IZsYW6FpjPPo1n46CAQWxZtEaHNl1BCnJKVi4aQRS0hJhZGgKV29XfpnG6C6j+e+mwz/gQtRfMNI34T6G6sS4HuM4z+kZaXCy8oS+noFWW3r2+BmePn6K8gH1YG5sBVsLJ36+mUNnsrxgsYKoUaYlzI2tYWfpwiZoaPuhXO+5fjy6gQMXN8BA3yhHOw3wCYWViR0cbdxRr009fD3qaz5PZbZg4zAkpyXA3soVVRtW5bpi72zPbW5qz/XoXWcqrMzsYGVrBV09XdYNEbZ7OmJf3kejCl15Oxgdpw6eQuSVSNYPtXNqewNazMTARvORlZWBBg0asH4+JsLoaWBgbIA6LevAycYDrSsOgJGhCRdkhdoVtL7Xp940hPjX4kbhW8QXI2aP4Mp373EkywN8QrhTcPVy5QbcbVg3rmhRsddYnpKUwo18yLQh3PFoQpXG2t5afZgaW/D5fafXw97JHsNnD0fh4oXh5O6EIp6lYWfhDDNjS600Jw6cgJ2lMwo4BeJ29DWUq1kOIdVC2KBUqlcJhT1L4W7sdW5cf+7+kyt4YNlA1G1dl42so6V7Dt0EVQ7Co+f3Ubd0J/7s6OqIkXNH4mnsU6SlpaFX44noXH1sjnSV61XGpO6r0DSkJ39283FD/0n98fflv9nA92w8AfVKd2SZg4sDeo/tzYMPSxtLNCzfGR72fixr3q05dOW6/G9qVG4OvrA2s+fPpEN6buqMSZaUmoBAr/Isc/Zw5k6FdEAdZosqvRFSqI463bF9x1A8pDjqtqqLLEUWKhZtxDIq9wbtGsCnsA+KlCiCp3Ex+KrqCAQVroZvl3zLjTY5KRlVGlRB+VrlcTHyGFqW74teTSbh+ZPnaNKpCRLjE+Hu444mFbuhRblv0KhCN772zWs3MWPVDDbE/VvMQOWAZujWYAxePH2Bmk1rcroaTWqgfuhXCClcB13rj+FrUtmlp6VzWdHgBJKE5LREPkfQgK12i9owkBvCytQOXeqN4sHDk0dPMHvtbJYdDt+KqgHNMaj1XDyLfcbPQIOChu0boqBbIPxcS6rTHd5xmA0CyaKfRqFG8Tb4utEE7nxLVSjF+qPvvUx6hq41x6N9zUEwNjFmfTy88xDn/jqHllW/QbBfTXSoNQQmpia4de0Wl+2Q6UPQrPLX8PcM5rzTAOpa+DXW26Iti1AxsD4KuZVC53ojWXbhxAUuW6o7VAZ+LiX4mkYmRqwbaovU5tIyUnEmcj8Gt5mnHiyRATO3MoeFqTW8Hf3RsmpvTkdGlmQ0qKlWqhmahvZEu5oD+RlMLUxRuX5l1GhaAz4uRdXpoAMU8C/A6R/ceYA6we1QwrsiCnmUxPyN81lORvrK2St4GvcIL5KeoGPtYWyUy1QsgxuXbuD4/uM4dmk3d/id6o7gAUbpCqXZwFw7f40N7/WHZ1E7uK1WW6JnHDlnJI5e2on2lYexoSlaqii3dxoQVW9cHQfObUL7ykNhaWrDstjoWDy6/4j7nKXbJ/I9nW28tK5LRjHywUW0qzwUZkaWMDQy5IEQsXD8Qujp6aNLjXGwMLHmMqc6b2RsxG3OQG6EjccXcVlQm6A+j3RDREVfQ2iheth7ei2GzxrObYEGb9T2ST+PHjzi/szFzhsuNt7oWm8Uzp49i4MHD+JjIozeq9fXEFQgKmQ6MhRyL4mr56/+3/TUSRPkfWSHKtTB7QfZS/JyKMLn5o2Zxw2UOo7sPIx6iOalm6NtubaY3G8ynsfH8vlLt07AL8CPR7xNSjRB9zrdcfTS7znSZ6RnYP+W/WyUqYJ7OxfB+WPn2btSdbi3Hl5BEfcgKKQsKLIUPLrWRJ5thEnE3IthT6iQS0n1OVNzUzbA1FjfhaT4JM4bpdeERtg7f90JE3MTHkwoJAVWHpymNojZiYy+qNbn3FFzEfcijkeJV26fgr2F8o0MUwdNRa+GvXB079Ec6RPiEnDy4Ek29gTp6vLdE+o6QV7cg6gHKFS8EJ/T09XXKm+5vhyXz1zmRkzek59LKaSkKWXUMVKeNesP1QEi+0CHUKWTILFXRoOf7LLwY+HssdAom6614sAU1A1WesnZOXvzAL79pTP/e9+mfUhNSWWjeifmOkyNLLFw00iWfT/xe1w+ffmNeSHDRYMBwsu5CM7dOoTn8Y/5c0R4BBtbd1936ue5vZy9fojvQ56wjkyH6z61IYUii2X0fer8NXVCZUxQuqIli2rlQ5UuIy0DRqZGWjoh2Ymre9lDIqNBOqFrLN81Fc3LfYPI+xfVgywVZyIOYtiKxhj1YxsuQ9+ivqwTehbSyawt32DQwkY86JDL5TnysufUr9xeaBBA+Jfyx7kbR5CUGo/MrAwsGLeAvauqjapynukDtTMyiAR5zaSXv/b8xW0vwLOcWkYDNlV9WX9gIfzdg+HuUDBHuVJd9/cqi0KupdTtXVVfNGWk1zuRd9T1ZfbI2UhLT+Eoh56uXo4+JzMzA8sPTMbdRzfYIKnqCxlpF1tv7Dq7Arejr+LI70e06osqr8aGplwWXgVfG1SqM7+fXwk/txIoUa4EXj59yXWCBpmsHx1lG1Ih19VnT/ro0Zxt9UPyRW9O/1Co3GmqkJqYGVvhwZP7/zftom8Xwb+0P5xtvaBIVJ6/ff02+jTuww2dRj49Go7nkMXZ6wcQeTMSS3YsyXEtL6dCGN5hODdUGoWvnLcScw4MxKjmv7CnsW31NrTo1gLtvmnH4dGFYxdBliFHaKka6mtQ506NlsJJRM2g1jAploqOVTpyo6NG26BcZ5QpUB0yfQWPBlctWAUPXw9l+OHaH4h6rPRINaHRNOvEyErrPHlELLP+d7rOTM/Ej/N/5I5BOZrMVBuaCb0mcAiTwrMW1hZYdnoVZLLXHZ0mRTzLIMC1In7aO5ZDbMf3HceIr0Zg4tKJHGbef2Edf6/TgE7cMVDoaM76OTCAv/oa5D3QqL5i7Yr8uWXVPlizex7uPbnBgwvqSAZPG8we4s8TVmD76Z/RpnZfhI1fCAdXBzx+8JjLiZ5fT1cOQ31jrPzjO64LNCpn3cQ+B0yUnfuRC9v4Ph4FPLTrkKQMd9EAYs+GPajftr5aduTKVmw+vpj/ff3SdQ6nU0ex6fB8eDoUwZWoU3w/6qhUlClcFRZ69th/aS1S9V/g9JHT+K7/d2jdszXLd51ZAWsLe/gU8UFAUAAGtx2MZfuXkf+uzou1nXJUT9cmutUfi6VbJ2P6mm/48+qFq1nXNFCkNIOXNeDnH7NwDHZv2M2hWhrYjP6pDTIy0znSMfGniQibG8Y6ofYxcEEfpGcqvdTR80az50+oZJROX27IBoFCbipZv3k92cgQZPAoREs6mdxzMmJfPsSy/RPVITzq8ImAsgG4diYCmYpMZGSlsye3ZuEatU42HloMHejw/cj7mzV8FoqULMLtV5UXHR0ZR1vICyfGfz8e/WoOx/CwJmrddx7SmaMiFKKm5yc90ACF2h0ZC/pLgySiWUhvrXpA9YUGWvdjYzC00Q+4m6A9mKTBM4UGB9ReBKSCB1rXL9xEk85N1LJSTrUx6Jd6PEVhmmjK/QwZ2dOHTiPAJ5gN7aGrm7SuSf1C1wajYaXnjGUHJ+LuzbtcX2hQQDx8cgtNgnshS8qAvo2kri/0HPdjIzmvv539HgaGBrBxsFFfu5RfZWx6+AP+urQTNX1380AytHooR16o7ZO3+NPUn1DRtDMyM4Ath5exUYyJicHHRBi992T+mPmI+jsKCzcvxNMNr89TWPPnPT+zAfrz9z+xcvlMdK42BhsPfY+5W2ZB31DbuyKKegWhcH1lkXBYrXgRtCjVCudvH+YK4+fvh+7Du6s9ifMbbuPotR1aRu/39b+jbOWysDS1ZQN8/sYR/HH+D+6MqFO5efUmFoxcBHM9W05HIcoZQ2egRVALrvxudgVQ2qcKztw88FH0te5HpTGi+UMVNB9E9BjRA/ej7mNC7wkYPHUwDp/fgmFNl2DM6lY5rlO6UBUoEpWBCgo/1m9TH+0qtGPPiyjmGYpzNw9yGJjCbeSN7li9A80LvDZ6546dQ/Um1dVlcTh8G+48juB/9xrbC7q6upg/dj4b4h6NxmPV7jkY9n1zlgcGB8KzgKc6SkBsOLoA0U/vYMnahTnySzIKd70Jkj18chvWhuZsEDsNVIaQiftPI2FmYoWBs/qyx0a6adenHW7cC4evY6D6fi3LtlSnoTmfX3cvwPOEWCzZv5C9/MFtBnNYirAxc+Q5mrnLF/K8G0UCdq/fjfJGnV/lJQqpUgpaff1a7zuOrcDD57d4IDjmxxGIOB/BeZmzdg7a1xqMnUfD8DLpKcZ/PZ5D6TQoiH0Yi5EdliD5ZQouPDiCaYOmsTFVtQ+SXY+8gHV/zcPcMXPh6efJdVQle/HkOVYcnIzE+HhUqa/MO8mGtlmAJ7GPcfH+nwi/+SdGdRmFLoO7cN0e3m4xspIkvt++0+s4vEd06NsBPgnV1Hk5FrGDjYFKJ6SzUN/6LDt1djd7XaSTToM6cV7insVh4c4hiI+L57lTyuey2cvYA+xQeTj0jGU4+2Qnls9eDhs7G/7bqlpf/HF6IwYu2M4ePIX3KB1FD3RlepDrUb17PX9FgzMqi8EtFrySvYaegwbXNOhJ36ePpPQkLidLe3P2xr9p8g3L4nbYoohjMJYdmIgsw2SM6TYGT2KesJFpWa0voBxjMHHP4/DLzF9eXdOD2xPNFRYM8mTdUF6ICoH1EVKoNk7f2ouAsgXYcG/6eRNPjfSqO42f7ez1g1oGj/K74eBi2Jo7oUXVXijWzZrzcvLQSR64eBfyxvgfxmPeqHn47d5vPEAoW7g6SpYs+Y8vi/4QCKOn8RoyGpVpkpD8AtYub3dhqEOkeDrF8qnzeIpMtYxGnjSiISgseW5nBHsfCckv0aNuD/X3qALp4BKOhG/DggG/axUJjUZp8vhJXDTH07N7CI7W7gi/8Zf6M8XIzx89jwk/TQCUfTd+O7IUXw1vwxPQBFW2K5tisP/CWjZ6lEfKP89RJSQjdp0Fft4yJcezqjqrhJQXWucpBEKhyP9HVpZSNy+fv+QFPqo5A4LmBQjycNv0boP2Fdtj87LNrKtxa9qwbNzX47h8fpj8AzYt24TxrVZrXZ/m7sg7pM6JvEMnK21dURiODWKB1+eePXqmDm2mpaZh+9Fl6F5zApbsGc1zlmQsKRy8/qf16Fz6O/g4+iMx7SWmr5vCZUphU/pLuiHP4/Kd4xjcdi7XBZVuaN5j/faFuHL3JJpX7onlv0/VyheFhy7fOQEzE0tYWJlj0k+ToCfXU8uuPziHwW3mokJdNx4lNyzWkAc2T15G80HeSetQpbdCBqdYUDFYpnrw/Qa1mc15oXqkekbieeJjjOiwWJ1P0s3j6MdYf0eZz6qlm2D78WXsQavCnOSlkpc/tO18BFVyQ1ClIFw6fYnD0XX8+yHYsy6SZS+w5vwk7vwun73MAwJTIwvYyt3g6eWLp/K/OZRIOqH2YW/lgueWz/geFBajMifPmmTmJlYI2zUDjjYeMHKRsHXlVrWM5nNdTAqiZLFyyDzxApdOXWKdUAh++mpt74nmpKhzJm+Q7qeQyzgvsbrX2dNX6cTHxR/udgXV+Yy5H8M6UeXzdtR1fp6C/gU5n+QhblmxBWM6LoWjoTdkpgp8taQml8+KuSu47DccWMTXZo9PknjwoTlI6veTcrBKnjI9g0o2bVUv/qv6JnmNtOiN6j/3HYrXYeHY6FS0r9ReS6a6puq+BIVzBy1UhmVVkDdLZE9386GOVhifFsPR4jeWLb/MRo6mIOgZKa/0me6Tci8Jvy3/DVvCtvDCuYzMNDx6cQ+LNo8Etij7OqJbrW7Yf3s/z3GuOboGZ6c+h5SiB1t7K4wMawFvb+3FfR8aYfQ03tVGIy0VVMA0mm7R4HXoQgUVMHVIV2OOY+6GuexN/D8ojZmhBcZ0/Ane7V+rffrg6bDIcEV1/zY5Qnk0+UxhzSAfa3i7FMX9W9qh1tgXD2Bt9nqui0JjtEggpGoI/o5QVvaMzNQcIycK06gajQoKNdBxJ/UFIh6cyZF/ekZzE2vceKgc/akaRcSFCDTq0AiI+meD98sfk/nfnQd1hoWVxT/rSiGxga/u1gWKZBm+29gNfcb1wbof1vHCAlp1l7RTOw2NZmnVIIWzPBz88Piltq5odE3ehybO7s5qg52Zkcnhouzv7SPdUWOl8r4YdQwDW8+CX4BytP73pb/ReXBnDhERtNCDVtQR927d48VNFHa8ePMq+jeYg3jFk9fPKEk8BxQeeRRmhlYwMjDGlGVT2OtUyS7cPMbpVNek8xROp3pBCw7aVRoKWwc7rk9danRh75RCTqf3aacjD4g4ffg0P18pnypqGUGdMXn5sVHPOd3ao7PZwFJdonsum0WhT6BD5WFa6ThcrrHSjhZd0TkafCXGJXJ4mNpQoHMlltPAio7sc3eqZ1O1P6pXtPJRV6bPC6TCzo7Tapua0P0pbZlKZdBzdE/cXp3JdUZmrMDksB68KpcWUWRH1aFTCI88eWpLeLV+i65HERrNeeTj13fzAjXoJXJeVMbyTe95pDlyCv9p5mVj+Gyewz539BzGLBqD7/pORaPgHihasATLaKBAC1xGzx8NnfMenO5efARW753NC5hadG/B7ZMWHk3tNhsyyAGZAoXKeaFxp8YsI1T3XP3nDBQIduM5OFoERtGQBzuzoEiVYde5ZYh5dhfNuzZnvdHgRzOdvZ85zv55lhdszRs9D/4u5VDRrwnL/EI9OMxOeqVoDaUL2zULJsamkCyT2JulgSvlk+he81vYOzpyHaW+jhZV0VwoRVE0602WQgcRd88hNjYWDRtqG+cPjTB6GtBE7J6Ne6D/rAAOntqC1PQU+AX6qTsNGv0lx97EHyc348q9E/hu1WSeE+J5G16oYAA9GGHrX78gPTgYDs4OXPgHth7gifXe9abxvJ+X32u108o0k3RzOFt7YfPhH1C/bDk4ujjy0uQVc1bwAoFSvlXhnVUYs9f3x+pFqznUQ8aGFrK0qThQ3fgp77TaTjnhr/SsivkE8/wLGQMaTUdejcTBc5sRXLA2y2m+h4aUFDaisMOCX3+ApYk9UtKj+Hnp2WlOxdzSnJeP/352JaejznzTL5tgZW2FUuVK4fCfFxH37KX6uei6NN9FE+kLNs1GzFOlEaKVZLSqj7wPS1tLrNqzHL52yvAmLeOn+aDYR7Hc0O9vzFJ73/R8ZKhp5E1bAr7fPQMF7ZWLAM4cOYOl05ayUaM5qBIFK2Drnz+zjOY+aUXcsf3HMCNsBu7vu4mUuDR1iFjz+dztC2DjUWVokibwb0Xcwt5Ne3mu7cSVvahfpiuSUhKwe+NuNgTB1YN59Set/ivmE8Les6WNFRKOmHLZ0RwpdXJtqw7B84THiE64qc7TrrW7WEfmBrbIVKSjUYV+vKCAFiWEzQvj8FJxr0p4Gh+DNN1EvNj/EttXb+cOmfLVo8FE2Bt4QMdIAYtXL/MlPVC5BHpU4HSpsnjc3fgAK+eu5AUkdL+KgQ1x8uo+uLn4QHHOh/USdT2K62GPuhORlBKHyAeX0GrYGO7Yv5/0PW+jsDC1wa6zYYChAopzFrh48iJ3jLwF5th6mOna4fazSwi/HA5jY2PuFOmeFOJKKpWE288uI+JqBA9mSGdUN2Juy3A3WrndgrxwmjudO3ouXzslNQtNy/bGlr9+xoULF3g7Ci3GoPrgllIWuun6OBO1HxcjLnIb5IVWL+NhILdBspSK0xHKgUjZqmWx9oe1vEjKIy0EsnQ5TkTuQmRkJLwKefG2A1qdvevXzTCEKZ4kP0D4pXD2thNeJnCdjLqXgZsxF3nLQ/iJC7zyljp3qsPLdn6HuiU7QW4iw9LWm3lxFBkomtM99Ggn7I08Ya5nzgMV0jPJqjWshiNLL+Dw5c1wd/Xmuk11gubXKdx+MiIWcYkvIb0aUNAz09wprQ2gLUbUIrpUH4uVR6byIIn6i6SkJPy560/YZpWAsdyKw65U70k3Lbu35PnCiBuZHMI8cm2zOkRPkZ4D2w7AIas0jOSWPHdJ3jjNgVaqW4m33vwybTn8HEqxgafpB5rLpoEupb2nexcPnkaid9MpOBq9nlfJ0rPTIJJWkB+4uBHNbHpA38CY9Ul9ZZ1WytXT1NZpLcGzl2a4efsaNp/4HgMHDoSfn3LF9kdD+oL50JvTjc2MlZu0X21Ob1Wt71s3YL7p6FBrCG8kD/GvzZvc5fpy3rxOG677NpuWY3O6amOoanN6Kb/KvBGe0tHm3SoNqvAGV1W675Z9xxt+5QZyyd3XXWpbY6BaNmP1DM7DysMr1RtRSTan7zb15nPV5vTaZdtK87rt4e+MWzyOz9E9aeP4m56rVvNa0tz1c98oo82lb5PRUbF2xbfKvh719RvPB1cNfus1aZP19FXT3yirXL/yW9OVCC3xVtk/PR9t6H5b/odMH/JWWUH/gu9Ud/7NQRux/0u6oMpBb5XRpui3yYbPHv5WmZ2TnRRQNoDrOW+g5w3jOlxve43tJdVpWYfrnHKjvA7/9S/tL20+u1mq06oOvwjiTdeljeJvuye9KII2/qs+UzstHlqcXwxB11S9WII27fu5l1BvwKZ2RPVblY42hNMG+p1Xd6rTqTamUz49CnhICzYtUMtULwjwcy8uzVw9U912K9atKMlfbTynw8jYSGrds7VaXrNMK8nMyEr9wgJ6icDBuwe1NqcbG5pJOjId5eb0s8rN6W96SQUdbXq1eatuFm9dLJWtUlYyM7bk++nK5JKbtxvrRnNz+qKvD0gFXAPUull/cj2Xo4mhGeuOXrBALx4g3ajSNSrfVbI0sWP90AsUSDcqWa2g1pKVqb20aNBe7suor1HJvu2yXAr0qsB5oo379IIAesmESk7PY2Wn1I+dhYvUqkofSaFQfHR7oEP/wxcK/X6ShYUF4uLi3usnKVxcXRD9MBo2jjbYdHoTIuYrR0QUpy/cX9sZFjIhyy7LbfkRsrwry0vPoeL6/CxkJerA2EKOztO190R/DHsg9ukJBAKBIN8gjJ5AIBAI8g3vbPQqV66MAQMGvFHWqVMnNG7c+F9d586dOzwxSpPUnxVFFu2Y5n/KaFl9ZjpkCuVKMf5Lco3vCpmQaclyW36ELO/Kclt+FP9dZhlzGfa3/oRl9EX195CVnvN5c7unN3/+fKxYsQJfDNe2A/P8oZOs3CuknxqPSitbwSA1gT/T3+AN3WF75wQf9G8hEzKVjMhN+RGyvCvLa3Wt+O9jUOTwbBTfPY77XYL74Xn+yn75S9myQJOIXwyk2A1fvVr8pEG2/WsGSc9Q9IDy/Y/ZEbL8LbtfrAncLm/JNfkRsrwry8t1TYv4GGW/3HIlUKRh7vT0du3axcZuzZo1OcKbtP9kxowZ8PX1hYGBAdzd3TFlSs63fRD0zrUuXbqgUKFCuHfvHj4q5ELvGa42eEZ6gLFc+Ze2muohDXo6qfxXc+upkAmZpszt8tZclR8hy7uyvFbXNFF97/UODHrTxoiPFup85y0LNKdXvHhxzJs3D7/++it69uzJf+vXr89G7+XLl9i6VVlAw4cPx9KlSzF37lyUL1+eXyR6/fp1dOvWjef0vLy8EB4ejsKFC6NNmzZ8bu/evbCzU74eKTv0EzZ0aC5RdXNze/ctC1F/AWGvX+orEAgEgs/L6thFaG+vfKE503En4FUh92xZWLx4MXr37o0dO3awwctOQkICz/GRp9exY0f4+Piw4SODp0liYiLq1auHJ0+e4NChQ281eMTUqVP5oVQHGbz/RKLy51E0ua1wxMD0XpiXqfyxUyJZMoBn6q980L81yeuy3JYfIcu7styWHyH79ZPITiv8MCKjG37OVL6h5d/00x+C/2T0Nm3axK+L2b9/PypVUr5XLzsRERHslVWrVu0fr0UeHr1CZ9++ff93TnDkyJFsxVXH/fv//LM/b8VU+x2M5ZclosZWU2xRVMDerNLq8zueKX9z7E3kddnWp+OF7B1lua0MvxRZbirDL0WW28pwx3+Q3ZPssS6rKjamNmMvT1+mfF/n2/rpz2r0SpQowR7ZsmXLtN4aromRUc6fpH8TdevWxaVLl3DihHKF0j9B84Lktmoe/wmPUMDcWR1dPtrFFHMbKT1MCx3li2iJBjbab8TXJK/LGttOELJ/JdPJtWX4pcg+fxl+KbK8VdcsoOxrDeXRHNZsaTvslUQHMHdR9tO5ZfUmhSpnz57N83v0tuxFi5Q/oaFJgQIF2PAdOHAgR0hTk169esHf35/frE2LYt7mOX5Q6NcMak9/tXqTKpKERElppC1fFYQKayiX076JvC4j3bxdLmR49ZNIubkMvxRZrizf3CTLg3XN8pWDkQijnIa99jRlP53bFrLcuHGDP7dq1Yo/Z1/IMmHCBJ7XI1m5cuV43u7q1avo2rWr1kIW1fXGjh2L3bt389zfJ3n3Jm1boFWc8dH8MUPSRTrkMOGVRK+gEQcVALF7KJCg8UOgQpa/ZbSkmupQbsmPkOVdWR6saxnc3+rBmFZ36rzhed+Rf20P3vVN1pUqVZL69++v/nzt2jXJ3t5eGjRokNSxY0epUaNGallWVpY0efJkycPDQ5LL5ZK7u7v03XffsSwqKorXp4aHh6u/P3v2bMnMzEw6duzYB32r9j+SlSlJt/+UpEsblX+TnkvSeHPlcWOfUq4iJU7IhExbltvyI2R5V5bb8pPyAWQRuyXp1uHX/W/2530H/q09eOfw5uHDh7U+03aDx4/fvMqGfoBz9OjRfGTH09Mzx3zgoEGD+PikkAutuSw2XSO86Rmq7WJr/lvIhCw35kfI8q4st+VH9gFk3hUAfRN8SsSPyL5iwYFI3HqSiPalnVCmQE0+l5oJdFyuXGAT1iUIhjq6QD6RQUcXqRlZ6LjstFLeIQCGQpZTlovL8EuRffYy/FJkubgMU/+jbOzOSDxOzMSkxv5wMDfEp0AYvVccvfkUp6Oeo0YRB6DdRj6nSM/EqSjlr6IryCvVN8w3shxyPQMhe5MsF5fhlyL77GX4pchycRkq/qNs33d/4HF8GvpVK/DJjJ74aaFXxCUr3/RtaaT/ubMiEAgE+QLLV/3ty1f976dAGL1XvExR/ryQhZH8c2dFIBAI8gUWr/rbuJRPZ/REePMVKqVbyjOAKU7Kk/1vaH+JFrnM9M0fsqE36XUAGrJkYKafkGWXvYtOhezNss9dhl+K7F10+oXILFy2aDkdnwJh9GiiNSMLqRnKnxQyN9QDMrK9DkcTIROy3HBPIcufstyWn4z3k30OT0+ENzUULtMBzAzEOEAgEAg+BZb0e24aayo+BaKHp538r4wejTpkZPk0MJK//VU4eV2W2/IjZHlXltvyI2SfRmb5ytOLTxVG75NSwMEMkVPqICktk/xu9XljfV1ETKr9+ovpaflGppTrvZZrbtoXslxTTnlBlqvLNzfJcnEZGv9HWZcQV3SuWJC/86kQRu8Vcl0ZLI31gfRPN+IQCASC/IwxGTv9T2uGxJyeQCAQCPINwtMDsOfKI+y+EoPyvrZoEWgLeCh/5SE1U0KvNcpXAP3QvhQMdWT5RgYdGa9q7bX6nFLeqggMhSynLBeX4Zci++xl+KXIcnEZpv5HWUx8OuYevgkd6GB68wB8CoTRA3A1Og7bLkTzQpYWpd2AzrvUr885dOOJxutzjPKNLIdcz1DI3iTLxWX4pcg+exl+KbJcXIaK/yhLf5aEDWcfcJjzUxk9Ed7U2LIg3sYiEAgEn/41ZMnpWUjPVO6V/iKMHv2Q7IABA94qpx+M1dHRwYULF9Tnjh07hmLFikEul6Nx48b4XGQpJNyMTVS//40+a8pUnLr9PF/Jclt+hCzvynJbfoTs08nIw1NtEjsQ8ThHvcgVv5z+/35N/U1kZWXxr6bb2tpCT08ZUS1btiwKFiyIqVOnwtTUlNPSL65rGsaP/cvpe67EYMKOa4iJe/1L6V7mwF704X/XkBbjbgLynUxfT4b9NfdjzO9R/AZ0whCpOGE4ACb6ujhS94CQvZLl1jL8UmSiruXvulYLixEV/1rmZGGI8Q2KoLb/q1dBvgP/1h589Dm99PR06Ovrw9HRUev8rVu30LNnT7i6uuJzQAav1+rzyG7xH8enQt/whfLfqWQMDfOfLB3ov+4CkjVkhBXiWdZv3QWkCNmH03d+lom6lq/r2qNsskdxqdwv/9C+5H8yfB8lvJmUlISvvvqKvTMnJyfMnj07xy+iT5o0ib9D1rZHjx5a4U3Vv589e4YuXbrwv1esWIEJEybg4sWL/Fl17mNBLjR5eG9ycSmqnCwZ8CHlY1n26Lr0D+nysyw3l+GXIhN17d/JcnMZSh9IpvpM/fPHCnW+c3izd+/e2LVrF5YtWwZ7e3uMGjUKR44cYQNGIUoyei9evMC4cePUc3W6urrw8vJCeHg4z+NRqNPPzw8TJ05Eq1at2CUdO3Ys9uzZgz/++IPT0DkjIyOte6elpfGh6c66ubm9c3jzxK1naLP05Ls8tkAgEAg+ImVTdHHKKEv9eW33YIT42Hze8GZiYiJ++eUXrF69GtWqVeNzYWFhOUKUVatWxeDBg9WfybtTQQaQQp3kzVEGVWFP8hxpvi97GFQTmv8jj/B9iU14PYcnEAgEgs9P0XRto/ex+ul3Mno0D0dzdLQIRYW1tTV7bZqULl0aH4ORI0di0KBBOTy9d8XeTDtO/vDH7shKeg5dE2u4fL1US9Y1zgCmkg4SdST8YpGWr2S5LT9ClndluS0/QqbzyWWpOtI/9tMfio+ykMXExORjXBYGBgZ8vC9BXta8SogmTUnNUmY6pIw0/psdOXSgDx28aQdfXpXp6ACqoHduyI+Q5V2ZqGtCJn8lU5lC2sLgaGHI/fRnX8ji4+PD++pOnTqlPkfzd3///fd7Z4RWeNLWhk+BrkyHl8US2j8kJCBqB4oX9Qg+DaKuCTRR9cfUP1M//TF4pxpH825du3bF0KFDYWNjwwtZRo8eDZns/fe40wKYqKgoXuFJc4RmZmYfxKt7G7QclpbF0iqh+xrnrU110La88i0Ba/5KB+Lyn6y0jx58HHVzTX6ELO/KRF0TMmjIHN9jn95HW71Ji1l69eqF3377jQ0TLVih1ZyqzelkvOjtLJpvaKGFLKrVm/Q9wtLSkr/fqVMn/kyrMtu1a4cDBw7g5cuXWL58uVr2sTanE7Qs1tHZGU8fP4KFnQ1+O7NR/UOyCoWEq/OyIEuRQWGkQNEBuvlGltvyI2R5V5bb8iNkWZ9Udm2+AjrJOtAz1UO3GRX+s4f30Tank7e3atUqPlSQ5/emlZoqyBBmt61k2DQhr27Tpk341JCC6a0QhJ4utBoi/ZvOKfKhLLflR8jyriy35UfI8GllMoAmtvR1dT5aSFML6QsmLi6O16HQ3/fB2cWZr2PjaCMdundI6jepn+Tg6iDJDeSSp2MhaUiTxdL3g/dL8zbOk0KqhUg29jb8/R4Nv5UWfX1Aali+i+QX4CcZmRhJljaWUrma5aTxnZexrHW1fpJ3IW/J2NSYjyIli0h9mk5hGV2T7qc6ug/vztet7N9UqhvSgf+teThYuanTbTi9QarepLpkbmku6RvoS862ntLQpt9L1uYOOdLRUaFIQ2nRwD1Sh34dJEc3R2Uad2epfmhHaWGPP/iau67tkpp1aSY5uDhIenI9ydTCVDIxMlc/qyqfpIfgasGSgdyIZboyPalkuZLSqiOrWFawWEFJT1euvvfS3Us53ey1syVnD2dJJtPl88YGplKNpjWkjac3cjpXL1dJpiNjmb6eIV9z8bbFar1bmFizrLBHKf7bZ1wfltk52eV43jKVyqjzWsA1QJ0fub6cy2rdiXUse5Ou6GjQvoFUxLOMpK9nwJ/19PQkD18PLltKry835GvSQdek+7Xo3oJlpBe5rj7rRd9QX6pQp4LUrk87ltH36bxMR6mDHZd3SN2GdZN8i/pKujJdSUdHJuno6EjW9tZSk05NpK/6f8XpNGVULqE1QqXm3Zqr72dqaCkF+IRIxYKK8XWpbpCM0mR/tkKBhdTpjPSVZUz1geqno6uj5OXn9Va9VG1YVXKx8+b860BHkslkkkcBD+nbJd9KA6YMkJxtvbjsSK6rqysZGBpIlepVkrqP6C452Xjys9N1dGQ6UtHSRaXN5zZzOltHW3XZ0zH++/Fcfj1H95TMrcz5Xqq6FlI9RNpxZQenM7M0U8vonoVLFJbCDoaxjNqdob6xZCg3lowMTPg7k5ZOYpmhsWHOMm/XQJ2Oyp3yQ9emZwgICuCyeJte6rauK7n7uqvrNqWjuk56oedY/edqKdC3nGRqaKGui/Xa1FO3qfn9d3Eblevps4zSkm5I1rbGAMnXKVCdrmH7hnx+26VtUqXijSR7C1f1fX0K+7BuSF4+oJ5ka+6kljm5O7FuSEbtnfqSRuW7qJ+BdEMyai9v0o0q3aBGCyRbCydlu5DrsW5WHFzxVt1QWU7tuV4qU6C6us+gflKlm4ldV0oBnuUkUyMLyczMTGrRooX06NGjj2YPxK8sZOPg9oP4YdIP6DigI37a9RNc7LyxeNdwJCS/QGpyKnyK+KD/5P5aaW4+uITGHRtj8dbFmLlmJjIzM7Fw0wikZaTA0swW3Ud0x4+7fsSSnUtQIrQElmwdj5jn2h7x9YvXsePXHXw/FZ4FPbH57Gb1Mbj1XD6fnJqAvk378r7GaSunYcWBFWha6WsY65theLtFWmlmrZnFaUr4VMK+M+uxbdU29JvYD2EHw9BjZA/sP7MBR65s4e/MHDYTZ/86i5HzRmLglIHw8vNCekbOvTKkh7SUNEiS8l0ajSt2h6GxIYa1H4bEl4mwdbRFoG+5HOniX8ZDoVCgSokm/LlmUCvcv30fo7uO5mt6FPBAneB2LGtUoQsc3Rz5mk8fPWW9t6rWl2WxLx7A1sFWnRczCzO42vny5/a1hvBzj104lj8/jHqIOzHXUcStDH/uM74POvTrAH0DfU5bpWQTtKs0hGXDZg3jg/aQFgoshPik5zCQG7Os36R+aNa1GY7tO4YiJYvAzsIZjpYecHcoCHMrc9g42GDbym2o27ouinoHwVDfBG72vjA1M8WT6Cesd6ojVUo2RfkiDWBnqZyzoDxcPHURFetUhK9rAJoF94SvSwAkhYRTh05hx5odnK5W2bZoW2EQCrgGKBd9ZWZh+6rtaNihIYa2XYBv6s9A7IuHuHHxBl/3zt93OB3lIdCzAvzcS3C5rPlrDYxNjVnWpkZ/ZCkyYWpozjqct2EeTMxMWDag5Sz0rTdTna5d33YwMjFC3PM4ZCmy4GDpho51hiEgKIDLZ0KvCchIz0C90A4wMTBDQbdA1G5Zm9tC/It4/L7ud1iZ2cHE0Bxf1R6KWs1r4eq5qxjWYRjsHO1QtkpZ1k3VYi04/1P6TUHUjSguJzdvN7Sq3g/f1J2BkgUr4sQfJ/Btz285XbVG1dCx7nD0rT8LZYtWx/UL1zGw1UDY2NtwuxvRfjEqFG3E9yUeP3zM6ZzcnFCyYCUMajQflUs04bZE+SUZ5Y2WlVb2b4bQYnX4GUJrhHJ7GDVvFAa3nqdOR+sZDIwMUKZiGc6ro7U7ulQfhwqB9fHo/iPWy5WzV7geE81C+8DEyJzL4Pj+49weiE2Hf8CFqL9gpG8CF08XrhfjeoxjWXpGGpysPKGvp73G4dnjZ4hLeoZyhevB3NgKTu5O/Hwzh85kubtDAVQPbM0yVy9XNkFD2w9VLxi8G3sd+89uhLGJso5rUsyjHJcXtcl6berh61Ff8/nb0dewaNcw7oNcvV1RtWFVri/2zvaY2nM9eteZqk5XuERhrjNUtmG7p+P+k79hqG8Edx93OHs4Y2LviaybBZuG8+/pDWs9j3+IgLbFNWjQQK2bD40wetnY+PNGLuQ6Leuw0aGOgSrb8ct7ufC6Du2KCrUraKX5ptlU1G5RmxuFbxFfjJg9As8TYnH/SSQCfEIQXDWYKx013m7DusFA3whRsdfU6VOSUriRD5k2BMYGpurzunq6sLa3Vh+mxhZ8ft/p9bB3ssfw2cNRuHhhruxFPEtzR2xmbKmV5sSBE7CzdEYBp0CusOVqlkNItRA2KJXqVUJhz1Jc+alh/bn7T67cgWUDufNesGkBHK09cugoqHIQ7kbeRb3QjvzZxtwBI+eOxNPYpzw3O+WXKehaf3SOdJXrVcbaY2vRrLKyAdlbuaH/pP74+/LfrOvJP09GvdCvWGZlZo/eY3sjKSEJljaWrHdPx0Isq1qqGXTluvxvKpMC/gVgbW7Pn0l/9Nxmlmb8mYx4iYIV0KPWJGVe7W1YB1a2Vpy2RZXeCClUh2XU8ZNRKx5SHHVb1eXOvWLRRsr82FqhQbsGfC8yOA+f3kbHqiPxdaNvufOp1awWd2SZ6Zm4GHkMLcv3Ra8mk/D8yXM06dQEifGJ3NibVOyGFuW+QaMK3fi6N6/dxIxVM9gQ928xA5UDmqFbgzF48fQFajatyelqNKmB+qFfIaRwHXStP4avSWWXnpbOZeVs68nr/pPTEvkcQYM2qpMGckNYmdqhS71RbJyePHqC2Wtns+xw+FZUDWiOQa3n4lnsMyQnJePnvT+jYfuGbLT8XEuq0x3ecRiV61fGrF9n4UX8Y9Qo3hpBRapj/A/juYyoczMyNoKB3Agvk5+he8NxGDJ9CHeo5WuVx8M7D3H97nl+9uCiNTF81nCYmJrg1rVbXL70XaoX/p7BnH8aRF0Lv8a6W7RlESoG1kcht1LoXG8kyy6cuMDlR/UnqHA1+LmUQIdaQzgfpB9qi9Tu0jJScSZyPwa3Ub4M/8HtB2zAaKBiYWoNb0d/tKzam9ORkSXZ4V2HUa1UMzQN7Yl2NQfyM5hamPLz12haAz4uRdXpaLkh1QmSPYh6gBplWqCkTyW0rt6PBxAGhgY4susIHj14hFZVv8Hv58LQsfYweBfy5jIOPxbOZXzs0m4ebHWqO4IHGaUrlOZBwbXz19jwXn94FrWD22q1J3rGr2oPw9GInTyQIMNTtFRRbvNUR0sXqooDlzawjAZlJIuNjmVjnJqegp/3T2BjQ9fRRKHIws2Yi6xPKhtDI0N+FmLDwcXQ05WjW4Ox3JaozVRpUEVd9huPL1Kni74bzXoh3d5+eBVJaQnoWGc4rOysuN8yNTdl3TyLf4z2VYbB1c6H39hFLzw5e/YsDh48iI+BMHoa0LwjdcClypdSn5PpyLjxR8W8NlL/D+oECGNDZcergkZY5EmS9+TloNwyQcwbM48baKkKr++r8lKal26OtuXaYnK/yXgeH8vnL906Ab8APx7tNinRBN3rdMfRS7/nyAeNvPdv2Y8Q/1rcoLydi+D8sfPsXak63FsPr6CIexAUUhYUWQoerWqir6f9mYi5F8MdSyGPEupzVIGpIlNDfReS4pM4b5ReE4UiEzt/3QkTcxMeSNCob8Xu6WqDmJ3IBxf57/oDCzF31FzEvYjjNCcPnoS9lSsW7RrO8iVTluDo3qNvzEtCXAJ/nww+Qfq6fPeEum6EHw/njq1QcaXx1dPVR0qasqwtrC0g15fjxMET7D35uZRSy6hTdHBxwNXzr3Wj8qCp08iOKp0EiQ0pDX6yy6izJG+FOjq61ooDU1A3uP0bn+vszQP49pfO/O99m/YhNSWVO1zygE2NLLFw00iWfT/xe1w+ffmNeSGjRQMBwsu5CM7dOoSklHjWGZGZkcmDhcysDF52Tu2G6jrdq1iZYtCR6XAdI71Qp8rtIC2dO05NvSheRQ8oXdGSRbXyQunOXj+EjLQMGJkaaemFZCeu7mUPiYwG6YWusXzXVDQv9w0i7yvrh5vP65dZnIk4iGErGmPUj224zfoW9WW9RIRHsF5mbfkGgxY2YqNEW7Wy52XPqV+5zdAggfAv5Y9zN45wVOh0xEEeRFAddPd1Z+O45a+f4e8ejEIeJZUr3nWAy2cuc59DugnwLMcyrheWZuo6Q3Wa0lFUITsqmSodtXlVndGUUT7vRN5R15m1++dxJKp9rcHQ09de2hH7MhqZWen4ZecUjkCRN6aqM/ce/w1na2/sOBaGq2ev4sjvR9R1RvN+yYnJHBVQ1RlDAxPI9Qw48kAeJ/VBVP6kG6ovZEhVGBoasn6OHn1zO31fxCYZDSikRJWDRvWamBtZIfax5saGt0OVfNG3i+DjXBTO1jSCUuD29dvo07gPFzKNeno0HM/hCpJR44+8EoklO5ZoXcfLqRCGdxjOjZRG4SvnrcScAwMxqvkveBoXg22rt6FFtxZo9007rpgLxy6CLEOO0FI11Negzp0aLI2siZpBrWFSLBUdq3SETFfGz9qgXGeUKVAdMn0FjwRXLVgFD18PHo0d3HYQt2MicjwjGTzWi7G2nkhvKtm/gYzDj1N/RNVGVdUjycu3lO9E/XnnZNieseXwLBmUNYvWvHVrDHmeXhmhWLJtPMoWqY6LJ09ixFcjMHHpRPaiyTOuX6Yzrj84iyIlinDYaM76OSgerFxJrIK8BxrVV6xdkT+3rNoHa3bPw70nN3iAQR3J4GmDOaT284QV2HZqKdIUSay3kwdO4knME/YIqAEb6htj5R/fwb+0P4+kWTexzwETZcd+5MI2vgeFgbTqj6TgUBcNIPZs2IP6beurZUeubMXm44v539cvXedQOhnaTYfnw9OhCK5EneL7USelokzhqrDQs8f+S2uRqv8Cp4+cxnf9v0Prnq1ZvuvMClhb2HP4mEKVg9sOxrL9y2jxuDov1nbWbJzp2kS3+mPx87YpGPp9M+AHcF2a/MtkDssZ6j/idGQsjM2MMWbhGOzesJvbFvXyY1a34g7VyMwIE3+aiLC5YawXaiMDF/RB+qsXRIyeN5q9f0Ily8hMh77ckA0CRWNUsn7zerKxJcjgUZiW9DK552TEvnyIZfsncnSFoA6fCCgbgGtnIpCpyERGVjqX25qFa9R62XhoMXtBdD/y/mYNn8VhbWrDqrzo6Mg44kKeuMq77te8P0bebs6fKew5aekkFChaAIsnLMa1qDMY1zKMjQ15QdT5U9v+a89f/P1mIb216gLVGRpo3Y+NwdBGP+BugvaAkvqO+7GRLFMNPCIvR6JJ5yZqWUjBuhi4oAF7vPSMS3Ys4ftdvXMGxTxCEOgbipOPf9O6JrWzztXHws7BAauOT8bdm3e5ztCggHj47BaaV/kap6Izub+jOkOhZM28UD+gqjN0TYrAmBvZKusMGR65Hr5b/h3r5vvxS7Dt5FK0qtGTf9BgxIgR7CDExMTgYyA8vQ/M/DHzEfV3FLpohPcorPnznp/x/bbv0ah9I6zcMxMxL+6w50YGcvSC0dA31PaoinoFcWjAp7APgioFYdqKaRy+On/7MHsdBf0Lovvw7uxFUNitXLG6OHpth9Y1fl//O8pWLgtLU+X81/kbR/DH1j+4I/rp958wYs4IHDi7ESdv7GU5hSjp2i2CWqCmb038tvw3lC5U5aPpiuYTCZo/VFHQPZD/Nq7QFWUql8GE3hNw9s+z2Lx8M4dp3gTNKwT4hvK/PZ0Kc2OigQCNookA3xAO4xEV61bk8O6O1dq6Is4dO4fqTaqry+Jw+Dbceaw0+r3G9kKvMb0wf+x8XDx5ET0ajUdk9AVE3D3HYbjwE+EcbiOvldhwdAGin97BuMXKeRlNSPY07tEbn4VkD5/c5nkNMoidBr7etnP/aSTMTKzw7ZJv4eblxrqh8NCNe+F83zfdr3xAPfZWKdw+Z90cLmPq9Gjuh7Axc2RvburyqTzfSXV19/rdGnmJQkpKitr7JXYcW4GU9EQU8w6GjZ0NmnVuxnkhA0TecbtKQ2FhasPe0/ivx3M4zcHVgdOObP4ThrVbyO1g2qBpSEtVvoeD7juywxK0Kt+PP88dM5fnJTVlNG9H4VoayFWpX0UtG9pmAbrV/JYN/MtnLzGqyyjWy82rNzG83WIMabIYFQIb8PcpvEd06NsBozv+hKFNFvO8LoUDNfVCehva9HtUKtGIBxHkdZFeVHnp33Au6zw+Ll6dT2pbzjaeaFW+P0KK1uJz9PyUDzLCcj19jFjZFIMXNuZOnUKANDe+/7f90JXpsVwT8tooMtOp7sgcMnoO6jtUMipD0j8NCMi7UsmCC9bCyA4/8KDGzNwMY7qNwZyRc1iPLV/pWgV5ZpSuT9PvEOAZChc75WCN5itJNxt+UrbXCkUaIMS/Ng/gKbxO3uOymcvUeaGpEvIKPf081fmktQppGcno13w6ChYryP0W1Rkyjt0bjMOVeyfQe24t3nJAK/tLlnzlDX8EhKenAYVgaNRKBaZJfMoLmJtoezVvgjpEiqfP3zgfL7fYQaH8QXau8DQKJigseW5nBA5f/g1FC5The/Wo20N9DfK+bj64jD+vbsW+b/bxC7oJGqVRmO5JXDQsTKxzeAg0gR5+QzliJGgO4fzR85jw0wTglbP225Gl+Gp4GzYSBM0rXNkUg/0X1rKHSHmkvKckpyA5IZnnAQZX/zbHc9LIn/WSrK0nehYKRf4/srIy+W9iShwWrPlR7eURNC+gmu9rM7M92ldsj83LNuPl05cY85NykcvS7RM49PfD5B+wadkmrDu+Tuv6NElO3mHcszj2zpxstHVFIRWVQdTk2aNn6s6dOuPtR5ehe80JWLJnNBxdHXluikLC639aD+M4Jw7XjGr1I8oMtOcOrFfDXvy92xG3cfnOcQxuOxd2TnZq3dBc4/rtC3Hl7kk0r9wTy3+fqnV/Cg9dvnMCZiaWsLAyx6SfJvGIWCW7/uAcBreZiwp13RBaPRQNizXkgc2Tl9F8kGfSOrS1urMtFlQMlqkefL9BbWZzXqgeqZ6PeJ74GCM6LFbnk3TzOPox1t9R5rNq6SbYfnwZajarqQ5zkpdayqcqbj2+jO/3LOQ55VsRt7A1bCvqOPZDSKHaKFe6Jpw7KI0e1aPLZ0nfEkwMLeBg44Ra/YvwwIRCiaQXaiP2Vi54bvmM7+NV0IvLnTxrklH7C9s1A442HjBykbB15Va1zM3BFy4mBVGyWDlknniBS6cusV4oDD99tbb3tHD8Qp67Jm+Q7qeQy+Dp5YtY3evs6av04uPiD3e7gix7Kv8bMfdjWC+qfN6Ouq4efFI+yUOkxUpjOi6Fo6E3ZKb1kXbyCe7dvMf1hQy1TCdZPShS9TE0/aCi309Kj5E8ZXoG1Tavaat68V/Vpi9a3ESL3sh7VsnUYeHkVLSv1F5LppLTvaVX10xCEgYvex1FIMib1byfZjrNaZv9F9fhj4vr/yGfEp+7cuYK10fKy7mnh9kzXrR5pFZetizfgnqeA/Btm9XIkifhq0kVeA83/fCAt/frRX0fEmH0NKCCoFEIja6ogyOogP5+GM4jvrdBhUcG7+ieo5i7YS53Ai+R+Y/fp3AMzYkpQ0mv+bb9NDiYu6NWaEu1wSMoTEdhzSAfa3i7FMX9W9rhVlrRaG2mHE0TFBqjjjikagj+jlBWyozM1ByjJ6qIqgajgial6Uh4mYCIu2dz5J+ejwwfeRgqqEFEXIhAow5v15MqBEOhS4IWZ1hYKRfnvFVXCokNPK00vb06E5PDeqB5lZ44dG0jLyqgFXfZoTAjrRikUBatwnz8XFtXNC+n8jw0cXZ3VhttyieFX1UNXgV9ppF9esJt9G8wB452zrC00eNr0srJMpWUq0RrFG8DWwvlCs17t+6xB0Eew8WbVzldvOLJ62eUJCwYtwDhkUdhZmgFIwNjTFk2hT1OlezCzWOcTnVNOk+hJaoXZkaW7F3ZOtjBu70eutTowp4pzRWd3qedjrwO4vTh0/wspXyqqGUEzbXQwC826jmnW3t0NhtYqksEze0Qf0efZwNMdYHgcHm21XY08KDzNABLjEuETKaLGw/Po5SNsm3R4IqO7HN3qucjT0dVt2g1tK5MH70aT0TY2XFqWXYoD5SWyqHn6J5cZxTJMsiMFVx3qD7QIprsqDp0CuHRymBqT3B/nRcyWuTtqTh+fTcvUoNeIudFZSw16wulo/9o3pLauWZewv6axLomz5zqab+m/dEouAeKFiyBjeGzeaBAqztHzx8NnfMenO5efARW753Ni5hadG/BbfTasgT8unce9ORyGNhJ8CzgicadGrNM8350TVpMd+T3I2jerTnMH/pBkSqDzFCBfdfDuE4379qc9ZZwwEorHXmPFG2hCMOsgXN5NXCVoIYso8VZ1y5cY4+vpEFjTrf6zxl4nhrNfQ/lhRZC0eCne81vYe/oqE4XfS+a9aOCFuGRwaMFLLGxsWjYUDlX+qERRi8bNE82bfA0Nn40r7Luj40cD6fFINTB0EhXxbP4R3ggv4mDf27E1YcnePUhzQnRHEVcUiYMMs2w56+VSA8OhoOzA09sH9h6gCfVe9ebxvM+Xn7abw6gsIOJgTlOXNkHm5NJcHRxxNPHT7FizgpeHFDKtyq8swpj9vr+WL1oNYd5yNjQQpY2FQeqG/6ejXt46bVysl9pgIv5BGP1wtXcyGgkHXk1EgfPbUZwQaXhoPkeqoMUwqFQyZLvlsDSzI5DJ/Ss1GFSAzC3NOfQ667VyhcU3I6+itFdt8DK2gqlypXChZMXcPn6606drktzFxQGmTNqDm49vKfUX9xjnPvrHHsflraWCJsTBrt45bzRzYeXMbrrPsQ+iuVGTuEnWk3Jz0cdvqTgUTdtCZg6cCock5Rh0Yg7Z7Gn7TI2atSAqVOd2n8arI2UnfO+zftwbP8xjF88nsvzfuxdpMQpOywKuWg+o7t9AWw8upBlNy7dYG+GQlw08V+jRCs8fHYbKTpxuLPxAZcPrYilhQfFfELYe7a0sULCEVOW0RzpuaPn0LbqEDxPeIzoBKXxIW9n19pdrCNzA1tkKtLRqEI/XsRECxLC5oVxaKm4VyU8jY9Bmm4iXux/ie2rt3OnSnnq0WAi7A08oGOkgIWVskmfOXKGjWygRwVOlyqLx92ND7By7kruhOl+FQMb4uTVfXBz8YHinA/rJep6FK+O7FF3IpJS4hD54BJaDRvDnTqtRKRtGeRRmtE894toXD2XxPeiTpHKKVJxCbfv3OC6sHukMuxrbGzMxkY/0Qobjy1Cqk4Ctg26yl4eDWhoxSzVj5jbMtyNVm65IE+c5k7njp7L4eSU1Cw0LdubF4PQqwppS8rskbN5UOSWUha66fo4E7UfFyMuchskL4+2yBjIbZAspfLCEqJs1bJY+8Na3obgkRYCWbocJyJ3ITIyEl6FvHBo+yFenb3r180whCmeJD9A+KVw9rhpEEjbS6LuZfDqRtryEH7iAq++pRAlzSeu3D0TlYs2w62nFzkdQW2FyllKd4GxrjXuxF7hOT2qb7TykSgXUAeHL2+Gu6s3t1/6Ps0VU7j9ZEQs4hJfQno1qKBnpm0rFF7cdHgGn6PV0hvCZ/BAifoMmhu7dOsoCtmXgbm+OYdTaSWosYkxWnZviUdrzKBIlEFmqsCp2K18jcDgQI72rIvcjyKOwTCTm3K5Pwh/wHOglepWwpV1j7Hz+EoU9i3BkbH7Ufd5S07b3m0Rv80Bjx/G4P5jpS5phSzNodMAklaQH7i4Ec1senC6Rw8fcX7a922P42v3wN7IA3YKW/7Zuv79+2PgwIE5fr3ngyF9wXy0zekT+/EGbdp0zJvTGy/iTZlz18996wbMNx3tKw+VQvxrKze668t5QyZtuO7bbNobN6erNobS5vRSfpV5Ezylo427VRpUkSZ0DVOn+27Zd7yJmDbQ06bYtjUGqmUzVs/g+688vFJrI+qcvtvUm89Vm9Nrl20rzeu2h78zbvE4Pkf3NLMwe+Mz1Wpe6616KF+r/D/qqGLtim+VfT3q6zeeD64a/NZr0ibr6aumv1FWuX5lfva3pf2n5/gn2duO0Oqhb5UV9C/4Ttf6Nwdtwv4v6YIqB71VRhui3yYbPns46/NtctpoXadVHX45Am+ihw5vpKe622tsL6lOyzqStZn9q83yyk3t/qX9pc1nN3M6EzPl5vHsB20Uf9s96YUFtPlf9Zk2bxcPLS6FHQrja1K7o3O0cd/PvYR6Aza1JarjqnS0IZw20O+8ulOdTrUxnfJLm+8XbFqglqleEuDnXlyauXom64Vk9Kx0XpWOXgIxcu5Ilrfp1UYyN7bizfX2Vi6s66ZdmubYnG5saMYb93lz+lnl5vQ3vaiCDrrm23SzeOtiqahXGcnMyJLvSc/r5u3GutHsE+hvYHCgWjfrT66XfF2LScYGZqw76icK+Bdg3ajSNQzqJlma2nE+6SUKpBuVrGbxNpKVmZ0UWDaQ+xrV833bZbkU6FVBMjO25HT0wgGVbmqWaSWZGSl1U6BAAWn27NmSQqH4aPbgnd+9mZv4EO/eJFxcXRD9MBo2jjbYdFr7VWgR8zPVI6LC/fXylSy35UfI8q4st+VHyGSfTHZ9fhayEnVgbCFH5+nae6A/hj0QqzcFAoFAkG8QRk8gEAgE+QZh9AQCgUCQbxBGTyAQCAT5BmH0BAKBQJBvEEZPIBAIBPkGYfQEAoFAkG/4ot/IotpiSPsz3gfV65PovZfPXijf/aciJU0XinRdyNKy8OxFVr6S5bb8CFneleW2/AiZ7ieTJafpQZEug06a/L36clXa/7f1/IvenP7gwQO4ub3+fSyBQCAQ5G/u378PV1fXvGn0yEOLjo6GmZlZjhcDCz48NJKiQQZVqvd5A47g3yN0/ukROv8y9U2mLCEhAc7Ozv/4s0RfdHiTHuyfLLrg40AVU3QGnxah80+P0PmXp296Ddn/QyxkEQgEAkG+QRg9gUAgEOQbhNET/GsMDAwwfvx4/iv4NAidf3qEzvO2vr/ohSwCgUAgELwLwtMTCAQCQb5BGD2BQCAQ5BuE0RMIBAJBvkEYPYFAIBDkG4TRy+csXrwYnp6eMDQ0RNmyZXH69Om3fnfp0qWoUKECrKys+KhevXqO73fq1InfjqN51K5d+xM8Sd7U+YoVK3Lok9JpQmvRxo0bBycnJxgZGXG5REZGfoInyXv6rly5cg5901GvXj31d0Qd/2f+/PNPNGjQgN+MQrrZunXr/0kBHD58GCVLluQVnL6+vlzv36cc/wlh9PIx69evx6BBg3i58Pnz5xEYGIhatWohNjb2rRWzTZs2OHToEE6cOMGvDqpZsyYePnyo9T3qAGJiYtTH2rVrP9ET5T2dE/SWCk193r17V0s+Y8YMLFiwAEuWLMGpU6dgYmLC10xNTUV+5131/dtvv2np+sqVK9DV1UWLFi20vifq+NtJSkpiPZOR+jdERUXxoKJKlSq4cOECBgwYgG7dumHv3r3v1W7eCm1ZEORPgoKCpD59+qg/Z2VlSc7OztLUqVP/VfrMzEzJzMxMCgsLU5/r2LGj1KhRo4+S3/yo8+XLl0sWFhZvvZ5CoZAcHR2lmTNnqs+9fPlSMjAwkNauXSvld963js+dO5freGJiovqcqOP/HjIxW7Zs+cfvDBs2TCpatKjWuVatWkm1atX6YOWoifD08inp6ek4d+4ch8I032VKn8mL+zckJycjIyMD1tbWOTxCe3t7+Pn5oVevXnj2TPvnmvIr/1XniYmJ8PDwYM+6UaNGuHr1qtYo+dGjR1rXpPcPUvjn35ZjXuVD1PFffvkFrVu3Zu9ZE1HHPxxUFpplRJAXpyqjD1GOmgijl095+vQpsrKy4ODgoHWePlMn+m8YPnw4x+01KyOFfVauXIkDBw5g+vTpOHLkCOrUqcP3yu/8F51Tp7ps2TJs27YNq1ev5l8WCQ0N5Z/VIlTp3qcc8yrvW8dpzojCmxRq00TU8Q8LlcWbyoh+fSElJeWD9FV55lcWBJ+PadOmYd26dTzi1VxYQaNiFcWKFUNAQAB8fHz4e9WqVftMuf1yCQkJ4UMFGbzChQvjxx9/xKRJkz5r3vI65OVRHQ4KCtI6L+r4l43w9PIptra2PEH/+PFjrfP02dHR8R/Tzpo1i43evn37uMH/E97e3nyvmzdvIr/zPjpXIZfLUaJECbU+Vene55p5lffRNy3GoEFd165d/+99RB1/P6gs3lRGtICLViN/iHajiTB6+RR9fX2UKlWKQzQqKHRGnzU9i+zQSkHyMPbs2YPSpUv/3/tQGI7mO2g5fX7nv+pcEwrzXL58Wa1PLy8vbvia16SwEK3i/LfXzKu8j743btyItLQ0tG/f/v/eR9Tx94PKQrOMiP3796vL6EO0Gy3eeemLIM+wbt06XuW3YsUK6dq1a1KPHj0kS0tL6dGjRyzv0KGDNGLECPX3p02bJunr60ubNm2SYmJi1EdCQgLL6e+QIUOkEydOSFFRUdIff/whlSxZUipQoICUmpr62Z7zS9b5hAkTpL1790q3bt2Szp07J7Vu3VoyNDSUrl69qlUudI1t27ZJly5d4pWFXl5eUkpKipTfeVd9qyhfvjyvIMyOqOP/H9JReHg4H2Ri5syZw/++e/cuy0nfpHcVt2/floyNjaWhQ4dKERER0uLFiyVdXV1pz549/7oc3wVh9PI5CxculNzd3dmY0bLgkydPqmWVKlXi5dkqPDw8uBJnP8aPH8/y5ORkqWbNmpKdnZ0kl8v5+927d/9PFTMv8y46HzBggPq7Dg4OUt26daXz58/n2LYwduxYllPHUK1aNenGjRuf9Jnyir6J69evc73et29fjmuJOv7/OXTo0Bv7CZWe6S/pPXua4sWLcxl5e3vzVp13Kcd3Qfy0kEAgEAjyDWJOTyAQCAT5BmH0BAKBQJBvEEZPIBAIBPkGYfQEAoFAkG8QRk8gEAgE+QZh9AQCgUCQbxBGTyAQCAT5BmH0BAKBQJBvEEZPIBAIBPkGYfQEAoFAkG8QRk8g+IIZP348/6Yb/bI3/agm/Yo3/Zq9QCB4M+JHZAWCL5RXL4znH5R1cXHBtWvX0LFjR/6NQzJ+AoEgJ+KF0wJBHqJt27awt7fHvHnzPndWBIJciQhvCgRfKHfv3kWfPn3g7+8PKysrmJqaYsOGDXB1df3cWRMIci3C6AkEXyBPnjxBmTJl+Be758yZg6NHj+L48eOQyWQIDAz83NkTCHItYk5PIPgC2bFjB7KysrB27Vro6OjwuUWLFvEiluLFi3/u7AkEuRZh9ASCLxAbGxvEx8dj+/btKFKkCBvBqVOn8oIWOzu7z509gSDXIhayCARfIAqFAr1798avv/4KIyMjtG/fHqmpqTzPt3Pnzs+dPYEg1yKMnkAgEAjyDWIhi0AgEAjyDcLoCQQCgSDfIIyeQCAQCPINwugJBAKBIN8gjJ5AIBAI8g3C6AkEAoEg3yCMnkAgEAjyDcLoCQQCgSDfIIyeQCAQCPINwugJBAKBIN8gjJ5AIBAI8g3C6AkEAoEA+YX/AVcJfDdoS9A+AAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "reset_plotting() # Default style for Simbelmynë\n", "generate_sim_params(lpt_params, ICs_path, wd, simdir, None, force)\n", "\n", "print(f\"PM nsteps = {nsteps_pm}:\")\n", "file_ext = f\"nsteps{nsteps_pm}\" # \"pm\" is already in the filename\n", "generate_sim_params(pm_params, ICs_path, wd, simdir, file_ext, force)\n", "\n", "print(f\"COLA nsteps = {nsteps_cola}:\")\n", "file_ext = f\"nsteps{nsteps_cola}\" # \"cola\" is already in the filename\n", "generate_sim_params(cola_params, ICs_path, wd, simdir, file_ext, force)\n", "\n", "print(f\"SPM nsteps = {nsteps_spm}:\")\n", "file_ext = f\"nsteps{nsteps_spm}\" # \"spm\" is already in the filename\n", "generate_sim_params(spm_params, ICs_path, wd, simdir, file_ext, force)\n", "\n", "print(f\"P3M nsteps = {nsteps_p3m}:\")\n", "file_ext = f\"nsteps{nsteps_p3m}\" # \"p3m\" is already in the filename\n", "generate_sim_params(p3m_params, ICs_path, wd, simdir, file_ext, force)\n", "setup_plotting() # Reset plotting style for this project" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Generate the initial phase" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "generate_white_noise_Field(\n", " L=L,\n", " size=N,\n", " corner=corner,\n", " seedphase=BASELINE_SEEDPHASE,\n", " fname_whitenoise=input_white_noise_file,\n", " seedname_whitenoise=input_seed_phase_file,\n", " force_phase=force,\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Generating the input power spectrum" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The second preparatory step is to compute the initial power spectrum to be used in the simulations, given the cosmological parameters and prescription specified in ``params.py``. The power spectrum is saved in `input_power_file`." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[17:15:45|\u001b[38;5;113mSTATUS \u001b[00m]|Setting up Fourier grid...\n", "[17:15:45|\u001b[38;5;113mSTATUS \u001b[00m]|Setting up Fourier grid done.\n", "[17:15:45\u001b[00m|[17:15:45|\u001b[38;5;113mSTATUS \u001b[00m]|Write power spectrum in data file '/Users/hoellinger/WIP3M/run13/input_power.h5'...\n", "\u001b[38;5;113mSTATUS \u001b[00m]|Computing normalization of the power spectrum...\n", "[17:15:45\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Computing normalization of the power spectrum done.\n", "[17:15:45\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Computing power spectrum...\n", "[17:15:45\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Computing power spectrum done.\n", "[17:15:45|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mL0=16, L1=16, L2=16\u001b[00m\n", "[17:15:45|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mN0=32, N1=32, N2=32, N2_HC=17, N_HC=17408, NUM_MODES=464\u001b[00m\n", "[17:15:45|\u001b[38;5;113mSTATUS \u001b[00m]|Write power spectrum in data file '/Users/hoellinger/WIP3M/run13/input_power.h5' done.\n" ] } ], "source": [ "# If cosmo[\"WhichSpectrum\"] == \"class\", then the module classy is required.\n", "if not isfile(input_power_file) or force:\n", " Pk = PowerSpectrum(L, L, L, N, N, N, cosmo_small_to_full_dict(cosmo))\n", " Pk.write(input_power_file)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[17:15:45|\u001b[38;5;113mSTATUS \u001b[00m]|Setting up Fourier grid...\n", "[17:15:45|\u001b[38;5;113mSTATUS \u001b[00m]|Setting up Fourier grid done.\n", "[17:15:45|\u001b[38;5;113mSTATUS \u001b[00m]|Write Fourier grid in data file '/Users/hoellinger/WIP3M/run13/input_ss_k_grid.h5'...\n", "[17:15:45|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mL0=16, L1=16, L2=16\u001b[00m\n", "[17:15:45|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mN0=32, N1=32, N2=32, N2_HC=17, N_HC=17408, NUM_MODES=40\u001b[00m\n", "[17:15:45|\u001b[38;5;113mSTATUS \u001b[00m]|Write Fourier grid in data file '/Users/hoellinger/WIP3M/run13/input_ss_k_grid.h5' done.\n" ] } ], "source": [ "# k grid used to compute the final overdensity power spectrum\n", "Pinit = 100\n", "trim_threshold = 100 # Merge bins until this minimum number of modes per bin is reached\n", "log_kmin = np.log10(2 * np.pi / (np.sqrt(3) * L)) # Minimum non-zero k in h/Mpc\n", "if go_beyond_Nyquist_ss:\n", " k_max_ss = get_k_max(L, N)\n", "else:\n", " k_max_ss = get_k_max(L, N) / np.sqrt(3) # 1D Nyquist frequency\n", "Pbins_left_bnds = np.logspace(log_kmin, np.log10(k_max_ss), Pinit + 1, dtype=np.float32)\n", "Pbins_left_bnds = Pbins_left_bnds[:-1]\n", "input_ss_file = simdir + \"input_ss_k_grid.h5\"\n", "Gk = FourierGrid(\n", " L,\n", " L,\n", " L,\n", " N,\n", " N,\n", " N,\n", " k_modes=Pbins_left_bnds,\n", " kmax=k_max_ss,\n", " trim_bins=True,\n", " trim_threshold=trim_threshold,\n", ")\n", "Gk.write(input_ss_file)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Running the simulations" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We are now ready to run the actual simulations using the Simbelmynë executable. Warning: the following may take some time, even in relatively low dimension, and should not be run on a login node." ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "vscode": { "languageId": "shellscript" } }, "outputs": [], "source": [ "%%capture\n", "\n", "if not isfile(ICs_path) or not isfile(simdir + \"lpt_density.h5\") or not isfile(simdir + \"lpt_particles.gadget3\") or force:\n", " !simbelmyne {wd}example_lpt.sbmy {logdir}lpt.txt\n", "\n", "file_ext = f\"nsteps{nsteps_pm}\" # \"pm\" is already in the filename\n", "if not isfile(simdir + f\"{file_ext}_final_density_pm.h5\") or force:\n", " !simbelmyne {wd}{file_ext}_example_pm.sbmy {logdir}{file_ext}_pm.txt\n", "\n", "file_ext = f\"nsteps{nsteps_cola}\" # \"cola\" is already in the filename\n", "if not isfile(simdir + f\"{file_ext}_final_density_cola.h5\") or force:\n", " !simbelmyne {wd}{file_ext}_example_cola.sbmy {logdir}{file_ext}_cola.txt\n", "\n", "file_ext = f\"nsteps{nsteps_spm}\" # \"spm\" is already in the filename\n", "if not isfile(simdir + f\"{file_ext}_final_density_spm.h5\") or force:\n", " !simbelmyne {wd}{file_ext}_example_spm.sbmy {logdir}{file_ext}_spm.txt\n", "\n", "file_ext = f\"nsteps{nsteps_p3m}\" # \"p3m\" is already in the filename\n", "if not isfile(simdir + f\"{file_ext}_final_density_p3m.h5\") or force:\n", " !simbelmyne {wd}{file_ext}_example_p3m.sbmy {logdir}{file_ext}_p3m.txt" ] }, { "cell_type": "markdown", "metadata": { "vscode": { "languageId": "shellscript" } }, "source": [ "The logs can be monitored in the corresponding files in the `logdir` directory." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plot results" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plot the evolved dark matter density fields" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[17:16:31|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/run13/lpt_density.h5'...\n", "[17:16:31|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mranges=[np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.int32(32), np.int32(32), np.int32(32)]\u001b[00m\n", "[17:16:31|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/run13/lpt_density.h5' done.\n", "[17:16:31|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/run13/nsteps20_final_density_cola.h5'...\n", "[17:16:31|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mranges=[np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.int32(32), np.int32(32), np.int32(32)]\u001b[00m\n", "[17:16:31|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/run13/nsteps20_final_density_cola.h5' done.\n", "[17:16:31|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/run13/nsteps50_final_density_pm.h5'...\n", "[17:16:31|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mranges=[np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.int32(32), np.int32(32), np.int32(32)]\u001b[00m\n", "[17:16:31|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/run13/nsteps50_final_density_pm.h5' done.\n", "[17:16:31|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/run13/nsteps50_final_density_spm.h5'...\n", "[17:16:31|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mranges=[np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.int32(32), np.int32(32), np.int32(32)]\u001b[00m\n", "[17:16:31|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/run13/nsteps50_final_density_spm.h5' done.\n", "[17:16:31|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/run13/nsteps50_final_density_p3m.h5'...\n", "[17:16:31|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mranges=[np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.int32(32), np.int32(32), np.int32(32)]\u001b[00m\n", "[17:16:31|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/run13/nsteps50_final_density_p3m.h5' done.\n" ] } ], "source": [ "slice_ijk = (N // 2, slice(None), slice(None))\n", "DELTA_LPT = read_field(simdir + \"lpt_density.h5\").data[slice_ijk]\n", "DELTA_COLA = read_field(simdir + f\"nsteps{nsteps_cola}_final_density_cola.h5\").data[slice_ijk]\n", "DELTA_PM = read_field(simdir + f\"nsteps{nsteps_pm}_final_density_pm.h5\").data[slice_ijk]\n", "DELTA_SPM = read_field(simdir + f\"nsteps{nsteps_spm}_final_density_spm.h5\").data[slice_ijk]\n", "DELTA_P3M = read_field(simdir + f\"nsteps{nsteps_p3m}_final_density_p3m.h5\").data[slice_ijk]\n", "diff_p3m_pm = DELTA_P3M - DELTA_PM\n", "diff_p3m_spm = DELTA_P3M - DELTA_SPM" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "max(DELTA_PM) = 70.734375, min(DELTA_PM) = -1.0\n", "max(DELTA_P3M) = 64.60250091552734, min(DELTA_P3M) = -1.0\n", "max(diff) = 3.7952804565429688, min(diff) = -14.139030456542969\n" ] } ], "source": [ "print(f\"max(DELTA_PM) = {np.max(DELTA_PM)}, min(DELTA_PM) = {np.min(DELTA_PM)}\")\n", "print(f\"max(DELTA_P3M) = {np.max(DELTA_P3M)}, min(DELTA_P3M) = {np.min(DELTA_P3M)}\")\n", "print(f\"max(diff) = {np.max(diff_p3m_pm)}, min(diff) = {np.min(diff_p3m_pm)}\")" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAE/wAAARWCAYAAAAod302AAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjEsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvc2/+5QAAAAlwSFlzAAAuIwAALiMBeKU/dgABAABJREFUeJzs/QeUHVl6H3jGy0y4QlXBVHtHFtDdNE2KJAyNaESqAEoUl0YkzEriSLMSC1gzklZrAIHD0VBajTDAWa0OVyvNAKXdlXYk7cJIlKUMUDK0LRUAmm6STXYD1bbaVMGUg898e77XE+iHh3iZz3yR+czvd06eTCQyb8Yzce8/btz4otFsNpsFAAAAAAAAAAAAAAAAAAAAAAAAAJBqJrc5AAAAAAAAAAAAAAAAAAAAAAAAACAo+AcAAAAAAAAAAAAAAAAAAAAAAAAANVDwDwAAAAAAAAAAAAAAAAAAAAAAAABqoOAfAAAAAAAAAAAAAAAAAAAAAAAAANRAwT8AAAAAAAAAAAAAAAAAAAAAAAAAqIGCfwAAAAAAAAAAAAAAAAAAAAAAAABQAwX/AAAAAAAAAAAAAAAAAAAAAAAAAKAGCv4BAAAAAAAAAAAAAAAAAAAAAAAAQA0U/AMAAAAAAAAAAAAAAAAAAAAAAACAGij4BwAAAAAAAAAAAAAAAAAAAAAAAAA1UPAPAAAAAAAAAAAAAAAAAAAAAAAAAGqg4B8AAAAAAAAAAAAAAAAAAAAAAAAA1EDBPwAAAAAAAAAAAAAAAAAAAAAAAACogYJ/AAAAAAAAAAAAAAAAAAAAAAAAAFADBf8AAAAAAAAAAAAAAAAAAAAAAAAAoAYK/gEAAAAAAAAAAAAAAAAAAAAAAABADRT8AwAAAAAAAAAAAAAAAAAAAAAAAIAaKPgHAAAAAAAAAAAAAAAAAAAAAAAAADVQ8A8AAAAAAAAAAAAAAAAAAAAAAAAAaqDgHwAAAAAAAAAAAAAAAAAAAAAAAADUQME/AAAAAAAAAAAAAAAAAAAAAAAAAKiBgn8AAAAAAAAAAAAAAAAAAAAAAAAAUAMF/wAAAAAAAAAAAAAAAAAAAAAAAACgBgr+AQAAAAAAAAAAAAAAAAAAAAAAAEANFPwDAAAAAAAAAAAAAAAAAAAAAAAAgBoo+AcAAAAAAAAAAAAAAAAAAAAAAAAANZiro1EAAAAAAAAAAAAAAAAAAGA6XLlypThx4kRx6dKl4sKFC8WNGzce/N/GjRuLHTt2FFu2bCm2b9/e+nrbtm0rur1APfQFAEwD4x0Q9AVAvxrNZrPZ928BAAAAjMmE6bFjx4q9e/cWu3btWunNAQAAAAAAAAAAAICJEgUNnn322eLs2bN9/26s7411vgcOHKhl24Dloy8AYBoY74CgLwAGpeAfAAAAaYXVzp8/X1y8eLH1dXxcu3btwR0p4m4UcSeKuAtF3I1i3759re/16+DBg8Xu3buLPXv2FMshtj8e1wsvvNC6y0bV49q8eXPrzho7d+5sTba5y8boiInPctLUFAgAAAAAAAAAAAAA5Im11bE2PNZWx1rxWEcdn+Pf5fryXkShgxMnTtS+vUA99AUATAPjHRD0BcAwFPwDAABgYDH5FBNKUVAtvu5XFMc7fPhw63MvYqIriv0dO3asOHToUFGnkydPth5bFPkrlUULy49yAi4KAHb+XDymI0eOLEvxv5gcLJ//KD7Yr9j+UBYxnKSJwkaj8eDrM2fOLFuhSACAlRSZudeTxMMoi1+XOTn+buTg+DpTFP2OfN6ryOBRiHyUxPbH4+iHU3gAAKNH1pa1AQBGxaRl01ElMwMAwNK2bt36YE15rEGucvz48eLo0aMP1iqPS54GeqcvAGAaGO+AoC8AhjE31G8DwIQWnZmkxXBRfCgKKY2reE7qLugEQP9inI/FwN3Gy5hoijEtJq5iXCvzQPxefFy+fLk4ffp06/fjI34+irEtNQYux5gWfyMm00qxTVEkbv/+/UsW74vCh6dOnWp9Lj/i9yPH9FrUcFBlblpsAnDadC66j9dBwT8AgDyRPcv8GXNQkX9DzHXt27evVag7vl5u5baMUvYb5/k5AACWn6zdO1kbAGA6s+mokpkBAJjGtbpLFTkIcV1QfHSu025X91proD76AgCmgfEOCPoCYFiNptuvAVBTwb9YuJRlUgv+dZO5GG6Qu7OOklj4FgWgABgNsYg77ipRNcEUk0sx+dTPJFOMtzHGlwvCF5vkip/Zu3dv6+sYI7MLwsa2RPvlQvUYg5977rmBFmFHG/FctBeci3aivToWusffay+YHBOG586dW/Qu81G8sCxiWBYgLnX+e1xVZbrr169PxGMDGEXlCauYD4ivY2yKcakscl9XoftexDZFUd5y2+Kjfbt27tzZGquXe7ugLp35ML6O+ZVu+TD2h8jYO3bs6CkrlW2WnyN7Ru6qKj4d+1a0Pcz+VfV44m+WxyWxzZ1/O/qa+JlREM9N9H+RvavmTGNbY/4unqP251+fBEyT6B+feeaZ1rzQkSNHUo7dY2yIsS8yaszTLLawahAyJkwnWVvWBhg3sjZMrknLpr2Ivx3bENty4cKFVv/QvsYj/n48vli/Gusvs/o8mRlg8snNAIOLm8NHTo71ucOss47MevHixZq2EqibvgCAaWC8A4K+ABiWgn8A1GLci85M0mK4WFi21B1ao+143uPzU0899eAxVW331atXW89D1baW2xsLBLo9D2Ub5cKC9kV3VUZp8RvAtIv+P8aUzn47Y+F2jIOxgDjGhW59f0yExf9nF/yLNuNvtxeGi7bjbwwrFtM9++yzDy2aXurOHZnicVXll3itLl++XEyyeJ9u2rTpke8v5/MPMC2iKG9khHKc7kWMRXUsaO8U43v8nXIsjmPf8kKvECfH4oKw9v+PDOAuWUyqbneHy8pI0Q/EPlSVQevIYeW8VxyTlBeyjGKx57JweXkxajsn6gEevvi8FH17zGsMkssin8a4U/a5MRZEX5t1UaOMCVSRtVeGrA2wNFkbps+kZdOyf4i/2e9NnAe5cWWvZGaAySI3Awy3VnfQbFnm1Ogr9VMwvvQFAEwD4x0Q9AVABgX/AFhW4150ZhwXw3Xb5mEWInQuamhvMwojDvK44/FVFRK0qAxgNMQC4FiI1jl+R2G+zDvAllmhs/+P78X/lbIK/sWitnKhWykeU/ZkWWcGWq6CtlWPb1qK3nUreixbAOSJY7nICOUi8Rjf4lixLORf/kx5E4Cqi7DiJNWRI0fSCvl2yy+xbTH+dcstnQWAY5yMn4dJE+/1KKTdKTsDd/YPdeXg8oR5zEnF/t05B5ZZKHzYbYzHXXVB6jRkc4Bhzju058zy5kXlTaLKG07FjZVizIm+Ni5ibD/PED/3/PPPt34vg4wJdCNrLz9ZG6A3sjZMn0nKpp37e/QLZd8Vn9sL6pXnpKI/6FzfslS/MgiZGWCyyM0Aw61Tjv4uil4D00lfAMA0MN4BQV8AZJhJaQUAetReqKddVTGWcdr+rIVg0U6cSI/ih50n9uNvd1tIsJjOAnplccUozDfoAr64C2CVnTt3DtRebFMsKIsDm85t6rzzLQDLK8aRmIDqXAwdi79iPMlcDB1iHIwFzzHx1T7u1ZEVYiFbezG88k66ddwZo3xc3f52XbrdLb4swjTJTp06Vfn9eG/JFwDDi7EsLhaLfjUuZIpcEIvXY7yLsTSOaeMj/i++F/8Xx3ydFzZF1ohxPsb9zuPXQUU7sW1lfolxeKkixWUh4zg2DVGoN8bqrG2CUdEtB2bnw9inIltHH9AuOwe3592qebtRuGDl9OnTi96BbxqyOcCwYvyIzBgXMkbOiwvVG41G63OMK5El4//j5+q6kFLGBJYiay8/WRtgeLI2TKZJyabRL0T/EO3F34i/Feejop+If3euhyiLAca6yPjZ9n6kPK9VdXOqQcnMANNDbgboLoqehrIIKjCd9AUATAPjHRD0BUAGBf8AWFbjXnRmHBfDlQcOZbsZxZm6vY7dvt+PWFjQftdYiwoAVk5MOMW403k39lgcXefC5FhgVt5ZPBbJxV3Qs8eDWPjWXlCwLPaXdSfdxR5X5908jHX1vHfj+e2WeToLWAIw2J3tY/yMY7jIBr0cZ8bPx1hYdVwabT799NNDn/AqixWX7URmaT/GXEoUJCzH63KshkmSMXfTj6obTnQW984S/Upnni9z4UqKfmjfvn0rug0A0yjGnxdffDHtQkoZE1iKrL38ZG2AlSFrw+ibhGwaBYlivUj7uah++p342c6ifyG2qY71AjIzAJ3kZmBatF9LZW0uTC99AQDTwHgHBH0BkEHBPwCY8MVw7cUSor1xEIsKlvu5BqC62F9n0Z1YSN1ZkLYOscgs/k5MesXdbzOVC8PbxZ10hy2I2+vjal9sp+hfPcrJ0sgUVa9rnQUrASZdZIOy2F+Mn53HrP0Uue9c2B7jYbQ9zLgYY3yZXyJL9LPIvX28Lh9X+XiBwcV8VOc8TxT5zM754eDBgyOV/coLOqu2C4B6xJgTfX/MYWWdZ5AxgVEla8vaAMtJ1gaWK5uWOS/OJ0WhpEHORYWyWOBifU8mmRmAIDcD06Z9je7Ro0dXdFuAlaMvAGAaGO+AoC8AMij4BwATvhiuLJQQJ/gz7hK4HOLxlncSDIogASy/qmI7VYVo6xR/L7sIX9Vi5ljMtpxjZCzoa39csYCuswAhwykXzUf+qVq8Xi5sB6B/5ZgV4/Qw42dZMLDzeDf66GeeeWbgor5xvFx67rnnBt6+9guwos1oGxhM7OdHjhx55PvHjx9Pz2T79u175HunT58uVrIQdWT/cZmTAxgF0W8OchFk/E7M8UQhgEEuduxGxgRGmawtawP0Q9YGxiWbluei4uZRwxZKir6vqu+qo8iRzAwwGeRmgP6095mx7lzfAtNJXwDANDDeAUFfAGRQ8A8AJnwx3LVr11qf9+/fX4yT9gVwddxRF4Duqu5mHovRonjacotiQpk6C+vFwub2IrMr9bhiAV2M7Qwv8lG8f8v3a7cFlKdOnVrmLQMYf+VxaPud34c93q0a6+Nv9HvSK06UtRfGj20c5iKwWMTfnn2ibcXoYXDdMtmzzz6b+ndiv+88bol9t/0imOUUF81UFaAGoLvIXdevX29d1B9zNuXNjNqzXXwdeS0yafxM/Gz8Tnw9bCGAdjImMA5kbQB6JWsD45BNo0hdnO+PvJfV71TdgDH+RnaWlZkBJoPcDNC/9nVk+haYXvoCAKaB8Q4I+gJgWAr+AcCEL4YrDxIyijEsp1iQUN5dtixaCMDyFPKJBdSjUBSv/NtZhQarChlmFxTs53HFArx2MbnX753t6V7Ir1y43p4p2rl7CkD/jh492upXM3NBHKtWHa/2e9Irtq395zMuYGovvh9tx98ABhN9R9W+XhZrzlS1/8eFjcutfGzd5vUA6G3uJOZuyoslm81m6yO+vnz5cnHu3LnWz1Qd92eQMYFxIGsD0C9ZGxjlbFrmyzhPtGnTpsp1Hv3qtm6yjiwrMwNMDrkZYLAi253FSoHpoS8AYBoY74CgLwCGpeAfAEzwYrjyJH/nnQXHRfmYVTYHWB4xrlRNLj333HPFSsooKhTF3ToLGcbC5rhr7UppXzxXeuaZZ4x7Ca91Z3aqWuwYz/P58+eXeesAxrt/jb6zavwaVlX+iL91+vTpvooWl2J8zxjjO4+lFYuF4XS70CX7YsfIgZ3zYHEssNw5Ox5X1bYAMD5kTGBcyNoAjBtZGybXsNn0woULrc+RMeMj8ubu3buH3q6q7FjHDRllZgAyyc3AuNi3b99D/46+xfpcmD76AgCmgfEOCPoCYFgK/gHABC+Gu3btWuvzShYzGsbOnTsfehwA1OvZZ5995HtRFK+uO9D2KsaxPXv2pBcSyigkOIxYONd5N3V3zR1OTIzGc9g5adr571LcgRmA3pTHnp1jV4ZuFxz1evFX5wL0YXND57aVYoyx2B2Gn+fp1FmYO0NV/uuniGiG+Hvtd+8DYLzImMA4kbUBGCeyNky2YbNpVWG8uCHysMX5qtZPLnaj5WHIzABkkJuBcRLrvjrXmsujMH30BQBMA+MdEPQFwLAU/AOACV4MVy6A6/a7o65caLfcd7gFmEYxnlQtkK4qlLcSjhw5MtSdbjvHklgANwp3Mq96fqu2l96UBfwOHjz40Pfjta5a9Ljci+oBxlWMS5ETOu/0nql9QXkp/mYvY2JnYcDMY+DOthSLhcF1uyFFHRdVdubBfoqIZh1fRf9VR5FUAJaHjAmME1kbgHEia8NkqyubjtMNg2VmADLIzcC46VznHZlUsQOYPvoCAKaB8Q4I+gJgGAr+AcAEL4YrF7p1+91RV1Y3v3z58kpvCsDEqyo8FwXSRmUMGabA0NGjR1MLCGaK57eqEF3VNrO0uNtwPKedd0gJ+/fvf+R7MZG6WPFkAL7s/PnzD76OE1BxoVJVoeBh7N69u/L7Fy5c6KkYYbvM/NI5psRzoTAvDGaxPJ+9X8W+29kXRF9RR8GTbhfgVOV8AMaDjAmMG1kbgHEha8PkGzabdusTduzYUWSr6yZXMjMAw5KbgXFUdSP2WJ9rjS5MF30BANPAeAcEfQEwDAX/AGCCF8OV3x+VYk2DPu5xukMvwDiKSaSqhcVVdx1fSYPcfTwKwHWOkzG2VBWEWylVz3NsN/0pJ0O7LVzv9v1Tp07Vul0Ak6DMCbGgPPrbGKe2b9+eeiJqkCL3ncUIS5njfNUFZFV/Exg9VTl7OU6gx/FH9BOjdjwFQO9kTIDFydoADErWBpZy5syZR7537NixoYvzVZ1vqnNNpcwMwDDkZmBcVa3zjpvLLlfxa2A06AsAmAbGOyDoC4BBKfgHABOsPCAY54J/mzdvdtdAgJodPnz4ke/FYuldu3YVo2T//v0pj23fvn3FKKl6nmPsO378+Ipsz7gqC/cttnC9ahLVXVMAlnb16tWex9lhjv2qLHU8eO7cuYf+PewFX52q2nvhhRdS/wZMi8X25+x9t1v2O3HiRFG306dPj+TxFAC9kzGBcSNrAzAuZG2YfMNm0yhmdP369Va+jI/Lly8Xhw4dqmW7qoodZZGZARiG3AyMqyNHjlR+f/fu3cu+LcDK0RcAMA2Md0DQFwCDUvAPACZ4MVxZlKGOCzmWSxQrvHbt2kpvBsDEunTpUuUdI0atKN4gd6mNu85WjZ9xl4xRU7XYejkWe0+SKNwX75HFCh13e+0V/QMYTOZdp5Y6ru3mwoULD/27joL3ndsW+QnoX7f5nbpuVFF1UWP0W3Xvw5Hjqy7mBGB8yJjAuJG1ARgXsjZMvoxsGvtx5L74yOgnuvUDda4dkZkBGIbcDIyr6FuqCnZHFh7FtdtAPfQFAEwD4x0Q9AXAoBT8A4AJXgwXRY7GudhfiO3PLCIBQG9F5UZ1Qqmfon+dd7pdjru0D6rqrh0x/i1W8JevOHnyZOvz/v37F/25WFBflY0UVwRY3NatWyu/n3m82W3Me+qppxb9vc5F55s3by6ydR53dy6uB3rT7SKRfgt796PquKbO7FdesHnw4MHa/gYA9ZMxgXEjawMwLmRtmHwrkU2XcurUqZ4K8mWTmQEYlNwMjLMjR450vTF3udYXmHz6AgCmgfEOCPoCYBAK/gHABC+Gi6IM+/btK8ZZFECqe3EdwDQ7ffr02BTF63e7YlKsaqHaKBbD7Taed3t9eNiZM2dan3u5U33Vz5w/f15xRYBFxHFl1fjZS7/bq26F3hcrcl91nFzHON+5eD7GDOMG9O+FF16o/H6dFx9W9VN1Zuy4WDP6rcX6LgBGm4wJjCNZG4BxIGvDdFiJbLqUqoupjh07VvvflZkBGITcDIy76LP27NnT9big2xoxYLLoCwCYBsY7IOgLgEEo+AcAE7wY7tChQ7XeFXY5xMK3sogPALlisqhqkdaoFsUL27dv7+nn4nFVTYat5F3jBylkeO7cuWXflnETr3UU7IsCwb28b/fv3z9VxRWPHz/e2m8ajUarGPTevXsHujtMPMeHDx9utRXtRHtlm1GgOf6ORZ8wuaJ/ff755x8UY49/x4VQmRdDDVLwr+p36rizfdX44u72UAyUJ6r28bpv9NB5Aj0yS1Vx8AyRs1bywtXlImMCk0zGhPFV5rzIY2W+2LRp00MZY7HcEr8X+WMcydqTQ9YGJpmsDdNhpbLpYtvTmXtiezJvarUYmTmfzAxMOrkZGOf+KzJU5KnFMm/kN2By6QsAmAbGOyDoC4BhKPgHAGNi1BbDATCZY8soF8ULMe7F9i21jd0e26jeyTwW0FUtouv2OPiKcuF2r5Of8d6peh+Me5HkTrHwPCaMY4F6TCDHvnPt2rUHFz3H/1XdEbpTTDzHhdHlgvZoK96r0V48j/HvciF8/Fx8BiZT9J9RiLbZbBbXr19vFZhfjiL3i4350a91Wq6ixe6yBf2JDFJ1YVxm4dBuqi5wrCP7lReOLteFoitBxgSmgYwJ4yf2ncgikRtijjD+HTf9iKwZNxW7ePFi63g2MkVcHB2fo4hDe3G/+DrmGS9fvlyMG1l7MsjawDSQtWHyrWQ27aYq7yznzYdl5jwyMzAt5GZg3ETfEdmqM6t1Fr8uRWarqwg2sHL0BQBMA+MdEPQFQAYF/wBgDIziYjgAxl9c5DhORfHKbYsLNJcqeNvtscVE2qiquhNvjP+9LEieZqdOnWp97mfhetWi+nieJ2nRYtyFPh5P5MUozBX7RHwuJ4/j/8qfqRLPRznxHKKduOA52igvki7/3V6MKxbEx6Q1QL+qitwuNd4vVyGGbmM00LujR48+8r3IJd1ObGeKvqTzIpjy4sdMcZFo1d+aJDImsJKiD4n+o1woFcW64iO+Li/QzujbZUwYL1GkL/qB06dPt7JFFKmPTBFF6iOjlDeQic8xfxiFNSJrxOeyT4nzsONcwEHWngyyNrCSZG1gErJpt+OFzvUWcSywnDfBlJnzyMzASpObAR7tM8rCy+W6r5iHL7NaZNRu+XSc5+SBh+kLAJgGxjsg6AuATAr+AcAYGLXFcABMhm6LXEe5KF6vLly4MJbFDKtMUhG6bPHcxGLKfjNRt5+flLullHeHiQXqcXHzYgWjqxamx4UPnYvlo52q92hMRMfi9/b/i0nrqqKKAN1EX161cHypvqTqd5566qliOVy9enVZ/g5Mgri4pfOiysgOzz333LJtQ1Vx6CgKkyky1CRnIBkTWCnRf2zatKnVh0RfEH1D9AdxgX58xDF+9C3RT8XP7d27d6i5FBkTxkfs99EflDeJ6cwoS+XD+J2YR45+Y1zJ2pNB1gZWiqwNTFo2bVf2X+2ib+vnRoJZZObhyczASpKbAR4V/eHTTz/d6iPLDBUFS6NfbC9ucOTIkcrfj36y/F1gfOkLAJgGxjsg6AuAbAr+AcCIG7XFcABMjm4Ly0a5KN6wj63qzrSjotsdPF544YVl35ZxEZOiYf/+/X39XrzH2+/I3tneuL/3Iz/GY6y6yLlz/y5/vvNC6XIRe68XSndeLBGT0IpVAr2q6n+jH1qqoOty9TNVY7Q+Dno/ud2ZE8qCLN3ybx2qLsTLzH5l4ehJvTmHjAmshDgvEjeliP4jFkHF4qjoQ6L/jn4kLpaPj7hIO/6vvDtq9Mnxe+39UD9kTBgPsa+X+3ncIXmQOe2YH3z++eeLcSVrTwZZG1gJsjYwqdm0fZ+Pom/tBZOiL1uJYn9BZh6OzAysFLkZoFrkova8HXPtL774YuU8/WIZfBLW68I00xcAMA2Md0DQFwB1UPAPAEbYqC2GA2CyVN0NdtSL4g372EZ5/Oz2vFtIV8/C9apF9fFcdxZaHjfl5G9nhlxsPzh16tSDCehyoXxMPFcVRexm3759j3wvFrQC9OL06dOPfK/bna3aXbt2rRi1rAE8enK7XeSLlZjXinzTeVI9cl9W1o4MtlIXiy4HGRNYieP97du3t/qO69evty6eXKqYV8wNxBhT/lz0WXv37u37b8uYMB6effbZ1ufIYMPcwCaySa/FHkaJrD05ZG1gucnawCRn03J7op8r8+iuXbta/d1KFsOTmYcjMwMrQW4G6L7utn3tbdn3dcv+8f1uc/CZmRhYXvoCAKaB8Q4I+gKgLgr+AcCIGrXFcABMlsUWZ437ODOuC8/G/XlfbuUk56AL16sWZ7cv/B7nDBkWe14695F4LuOjvKv9uXPn+n4/Vv18FK8G6KXf6uyXYgH8qBdcWMlF9jDqIlfEnFZngeXYr1dyXquq4HPGnfKiD4vcM8gFO+NCxgSWU/TN0afGuNFv3xE5Mn6n/aLMceqfZUzoTezbZfbI2Md7KTg/KmTtySNrA8tJ1gYmMZvGmoHypspbt25tbU/kp1hnGf3WIFmpDjLz4GRmYLnJzQDVInOX2SxE5j5z5sxAWbjzpt/A+NAXADANjHdA0BcAdZqrtXUAoG+x0CgOAjoXB8XCAXcIBSDLJC/OWuyxbd68uRg341rAsG5lYb5BF0XGYsxdu3Y9krliInZcM1d5sXM/C91LzzzzTOtz+52mB3lO29t31xlGQXlsFe/NcR37YuyK/TIeS/RbkyYeVx0XOAHLP58V/W1cwNKZr6LvinwVJ7lXUmSkzj4nI/tFG2W2nEQyJlSTM+sdU6LPGbR/jscUebJcNBX9WDzGcT3WBxa/YceOHTuGbq/bPOGokLVl7SqyNpNKzq6XrA2MezYtC/tFbumWk8psOmhGqovMPBiZGarJzfWSmwGqc+fx48cfyknPP/98z/1itzn4mO8f9ZvCAl+hLwBgGhjvgKAvAOqm4B8AjICVXgwHAONeFK9XschxFO7e3s8i5HFdmFm3jIXrsbCyM3vF6xDfG7XFpFlFEC9cuFD5/Xjcsdh0mAsfqt7D8b1R3eeYfPH+az/BMs6Po7x4ZBz7psXEovbOviNOXvX6OBXFhTzPPvtsX8cBkVHLi4iq9sUY//ft2zdSF1ZWFXLJyH6RoRa72HDcyZjwKDmzXrEtwxaALi/GLB9fvF779+/v6TyLjAnjcV41W2Sdugr+ydqydjeyNjxMzq6frA2MezYtL5Cq2pbol+Ij1hHER/RLsR4gtm8U8o3MPBiZGR4lN9dPbgZ4WGTWsohp6cyZM31loqq1unXN9wP10BcAMA2Md0DQFwDLQcE/AEgw7ovhAGBciuINa5QXxHUr7DfJBRgHVd6letg7muzZs6fy+zEJO2qLSXtRTgQvtu3dJobjd+q4EGBS+xLGQ3nhTFzkMcr9f6+PpfOE0biLhe2dFyKUBe+B5TfoyePon2Luqvy8c+fO1r48qjeuqDp5Pkz2Ky8inbQ+up2MCY+SM+u9iDKr34jHFedYSnFh+OXLl1PaBkZnHjX64ox5vB07dhR1kbVl7W5kbXiYnF0fWRuYlGwaf3up80gxhkTBv6NHj7b6q/iIdQHPPffcimcdmbl/MjM8Sm6uj9wM8KgYazqLL0e+7jfDdlurGyLTVl0zFX1odpHb8rgmzgns3r279TjGId/F89A+pnQTj+XFF19clse0devWB4VtFxPHcMOu9Wbl6Quq2TcBJovxbjQYX5nmvqAuo9zH2OeZZgr+AUCCcV8MB8D0meQicos9tm5F9UbBuC/CXE6x6D3EnY+HFROoZ8+efeh7p0+fHvpOzSuRR+M9tNQE8gsvvFD5/WEfrzvMMKrOnTu30ptAF50nweKY2OsFKyfz4pVRVnXyPC7+HDQLxe/FPN6k3rBDxoTu5JZ6ZI5F0Vb7QqBYgBN9/jSMdzDpYv63nEuNvJFR8K/Oc7OytqxdRdaGanJ2fWRtYFqyaazDjItr4nHGuagoGBfrAeJjpS+8kZn7IzNDd3JzfeRmgIc9++yzj6xtHvRmrpFdqzJWt0IHcYF9mQVj7Xf8XLd11mWRgfLrdvE78fvxubxgP7Yj+uT2/jorV8ffiCwaf6O9QG95zVg8plj73M95ifjZXp6L+F4UP6/7hrvx3HUrflA+znIt/6Qer0wbfUH3x2LfBJgcxrv+yb7G10m0kn1BXUa5j7HPM81mVnoDAGASxEFps9ns++P69eutu/VdvHixVbgmFpQp9gfAcljsbgbjXnhuXB9bt2KE43AHneUWk2cxKZaRm6ruFB3vk84igONyZ/vOAlrdfq5dZNBhJxnj5EwnE5fAYv14+4mrGOtclAAsl6qLaAbNftGfVeXJSSFjAuMsMmbnvEHdi32A5dGeB8rCHYwGWbt3sjYwzmRtYByU557ai8XFRUa7d+9e0e2SmXsnMwPjTm4Gxl1ZPLszzw6aiboVcu62rjv+VmT6+IjrreLaq6oC3tHXxv+VPxvXZbV/lL8f123FNVzxdbRTrs2OXB3FD9qLtA4iCgJEdo222osdxLVm0f/H44/1csePHy+2b9/eOjbptch0/G7nc1GOKZ1jTfm36xR/u6qgeXw/ti22sdzeqp9jvOgLFn8s9k2AyWC864/sa3ydVCvdF9RllPsY+zzTTME/AACAKdWtkFy3wnOTYJQfW7fJOguGH1ZOnGYtXI+Jwap94dSpU8U4KQtlLXZ3+3iPVb3Pjhw5MvTfjwnLTgpZA91O8Hb24XHyx3gHLJeqiwNjkckgJ/UjW+3bt6+YVDImMO46+6/IolUXgQPjpbNAR+S7jAV9sQhvpYt/jDtZu3eyNjDuZG1gnHJX+zmo6KviYqOVulmkzNw7mRmYBHIzMM6q1ugOU7h0586dQ25Rdc7bsWNHX21EpovH8eKLLz7UT5fFSAY5VojfjeOM6OdjHVxZICH+ThRWiAII5ffLIuAxHsTfW6rAdTdlcYb9+/c/tAY6tr/OsSYKtcRa/Pi73baJyaIv6I99E2A8Ge96J/s+vE1MllHsC+oyqn1MsM8zLeZWegMAAABYGbGoueoOKTHpOu5iwqjqscUdJMatGGFMhPNoIb7Mu2DEIvjOi4I778gy6uLuJ/G+X6xgVtWkZvx8t+Kf/ahq2wXSQJXOviFO8C52oc6o2rx580pvAjBkwef2k8jlxZH95KK4CLNb8ehJIWMC465qTiUWFI5q/pQxoTexILjzTsCx4DLyWSxGHHTeMPoHhiNr907WBsadrA2Mk+if4sKi9jUxzzzzTGVBt7rJzL2TmYFJIDcD4yrWz3auJR82f3b73X7arPrZQbcpfi/WrUXGK7NfrDuPY4c4Vui13citUcwgMnpZ0GSxv1kW/C7XLMdzXf7NQcXfjW3oPF6oQy+Pc5TE+3hcr4uIcTnr+GZQ+oLe+4Iq9k2A8WC8k30nZXyVfSezL6jLKPYxVezzTDIF/wAAAKZUt4J/o1wUb9jHtlJ3ae9Ft23r9+4Yky4mUMsF3VkT0TGh2FnwL8T3xmWiLiYrl5qwjMnTqt/LeO9WvRajuji1/ULw2O6q5wWoR/S37f3FsMX+RuFEFzCeOk/+ltmvn7uvRS6d9KIwMmb/ZEwYLVVzKkvd4VPGhNEX+2nkts48F/PB5d3AI+/FMeikF8AYRbJ2b2Tt/snaMFpkbWCcRNG4yDrt/VQcP5SFw5ebzNwbmbl/MjOMHrkZGFdHjx6tzBp1FBVd6WKjkas3bdr04N+Rp5599tme8nYcV0S2j5/t52ZEx44de2jNcrQTxVPi+/0ox4x4bdqPMeq84fnp06dbBRuq1uiPYuHdcS14Mio3VNYX9NYXdLJvAowX453sOwnjq+w7vGnqC+oiU0N/Zvr8eQAAACZEtztPT8IEX7fHduHChWIULTYRFIvPx11WocVykj/eozEZnfVRXgjcadIWyNd1B/qqdmNitSzMOKomoa+DcRInWdr7i4yTcVUnuq5evVosxzhmkT2Mt6oT8P1c2Bm5NPqBfhatTCoZ82EyJoyWqj4j9tPF5ilkTBgPsfB3sSwWeS3m/GIRYcz/Rf6LBX+jfEOYSSFr55G1HyZrw2iRtYFxExcQVmXPlbhoR2bOIzM/TGaG0SM3A+MoMnJnTs7In936mJXue+Lvd94YPM4n9FJEoCwIEecjtm/f3vPxRfzNznVznUXB+x1vOteaV90EPeuG7aOeiyctH69UsQl9Qe99QTf2TYDRZ7yTfSdlfJV9h/+709QX1EWmhv4o+AfAVHIxBwB0v/P0qN+FICaHl9rGcXts3QoRjvrdwXtRTuZnWO4CfLGIe1JyY513oD916lQt7dbt2rVrK70JMDXi5Ef7hVRZd95ayRNdk3pXLZgWVSd/Iyv1uuAhcum+ffuKaSdjPkrGhNHSLS8udkMIGRPGR2SyzkWCVSKvVBUArCrgwPBk7Ryy9qNkbRgtsjYwbiLvVPVDzz777LJvi8ycQ2Z+lMwMo0duBsbRcmehUeh7qm4aXhY0WUz7eYZYn/7MM8/0/DerbgY/zHmLzsLi/RQV71W0WVXAfFQdOnRorIs1RCaI98lKFXvXF/TeFyzGvgkw2ox3Xyb7jv/4KvsOZxr7grrI1NA7Bf8AmDqZRWcAYJzFRF7VArGl7iI7CkWDlprYXeyOCqNY9C8KH1XJuPP4Sov3U8ZCxHhPxuseE6bNZjP94+LFi5V/9/Tp08UkqNpnuvUBGW3v37+/GHWTcgcjGHUx7raftIn+NuvkV9WJruXKMFEgAhhvVSdlezkBXOZSJ3VlzCoyJoyHxTKjjAnjJfJbFLvoZ9FqWQAw5l77ues4vZO1hydrP0rWhvEgawOjrOr8VBwPrMQxgcw8PJn5UTIzjA+5GRhldWWhqr4ssttKFjpd6lhhqXzV+Zi6FaWu8tRTT6Xmuc4bJPWy/f0oj0XGqfj4sWPHisuXL9ey5nw5Pq5fv95aa7lShVv0BTn7kn0TYLQZ775M9h3/8VX2Hc409gV1kamhdwr+ATB1sorOAMAk6DYRsdhdZFdSudC6lwm8bsWEhrkLTF26LSBfqTuTZGevjAnXuAg31LVwPe4EU7Wdddz1Y1SKSmYU3Ir3btUE9Kjf3T62eZQLm8KkiDGg/e5tcRKu6g5tg6o6tr927Vpa+4u1aV4BJvNYqMyci4mfidyY2Z+NKxnzYTImjI/FFvvImDB+Yg41Fq1G4b9+80Lkjij610sOpHey9vBk7YfJ2jA+ZG1glO3cubPy+6dOnVr2bZGZhyczP0xmhvEiNwOjKvJE1XrmjCxU1e/s2LGjGGVLFQevWnNcVbh1uXSuOc9c/xzHItG+sWI66AseNuyNAuybAKPJePcw2fcrjK/TRV+wPGRqeJSCfwBMnayiMwAwCboVT4uLI0d5sVsvEyh79+6t/P4LL7xQjJJud7WJxzgJmSUeX8YkfrnIvs4iiFX7Q/ZdP1bK6dOnH/ne7t27h2636uKHuLhg1Cc5XcQNy9P/Rz9TXliSXeyv24VZdVzIUtXmSp6gBnJEXuk8GV/eoW0xcYK4riLU40bGfJiMCYMp+966jr2r+o6rV692/XkZE8ZXzBtGwYe463PMb8fdfXs9Do18d/z48dq3cVrI2sOTtR8ma8NgZO2vkLWB0O344OzZs8u+LTLz8GTmh8nMMDi5+SvkZqAqj8Y65owsVNXPZuS3LFWPcamxobPAwLFjx3p+ruJGRp2GXTPeeayQmREdi0wXfcHDhs2J9k2A0WS8e5js+xXG1+kyzX1BXWRq6I2CfwBMnayiMwAwCWJRatUkadXC2FFQTu70MrEbi6OrJoiWWiC93LptT1yQOu7KhYFbt24d+nWPwnt1FvsL3dpfiQX+meL5q+sO9FXPzThMcmbeyQWo9swzzzwYt+so9heWqzBu1Z216ng8wPKryi2L5YSyGHTduXQcyJiPkjGhf4cPHy42bdrUWsQUcwfdbt6Q7amnnur6fzImjL+YE468FmNzHI82m83W51hsvFhWiT5JgYQ8svbgZO1HydrQP1n7YbI2ELqtGV2pGwDKzIOTmR8lM8Ng5OaHyc1AVTbO6htinr6utuuyVIGHyJ9xE6LyZkSHDh0a6rkeNs/G77ePI70UFe9FHIvEuJGRtxkP+oKHDVvsxb4JMJqMdw+Tfb/M+Dp99AXLQ6aGRyn4B8BUySo6AwCTJC507JQ16ZHthRdeaE3w9Lqw7ciRI5WPbZQKuHVbdFu17eM66TnspFz5HNW9iDreV1UTp+O+MLquu82UFxR02rdvXzHKYptX6qINmBaxCD76iDqL/YWqdqsWpQ+r6oKh5VpkD9QrLozszESLHStELuxWNH3ayJgPkzFhsH7k+PHjj/TB2cW2qrLcYn2VjAmTKfbtWGwcC4+jAOCZM2cq9/eYfzSm55C1BydrP0zWhv7J2rI2jHvRpUajUWzfvv3BuaYsi/VRVX1H3WTmwcnMD5OZYTBys9wMPOrq1au19Q0XLlx45HujdEH9oP1i9OndblDfT6bNKuzduc46Y/1ztDEJN7Gnd/qC/Mdu3wQYPca7h8m+X2nD+DpdprkvqItMDb2Z6/HnAGAiZBWdAYBJEhOlMWnSufgzJixGbRIpFtX1M7EbF3HGovBO8dhG4a7n8ZxXLUSOiaJJyCvlxOSwk3LxupcnBuoWk3+dE4DxOsXC7nG9i0pcyNwp47GcOnWqst1Rf+8u1924GQ2xP0dfNM4XOGzevLm1X0WB3lEbl7s95+XFSHUW+yt1Zpg6XuvONsd1PACqxYV6nRfudDvuOH36dGXB9GkkYz5Mxpw+cmY9/Ui3u5pmW2qeQsaE0RbZbceOHUPtN5H14iPmjjsv7I5+cdxvADIqZO3ByNoPk7Wni5ydQ9aWtWFcx4D27Bjn56Po3+XLl9MurIo+erG+YyX6C5l5MDLzw2Tm6SM355Cb5WbgUVX9zc6dO1Pa7izoPQpruJcqAF7XGFVV3DzrJvGx/rx93XwcX8TjGybTxjFLHJsxPfQF+X2BfRNg9BjvHib7fpnxdfpMa19QF5kaeqfgHwBTJavoDABMmlg817kANCY9YtJqVMbNsnjQ/v37+/q9KPrXedFmFNkbhcfW7cLRSVmkXS6MXGzhfK93UF+uu2XEgvrOgn/lwu5xXdhYdYJk9+7daftku373z+UWE7tVzweTKSbus++8vpInPMah4F+Mt+VzvhzF/qoWunc7QTSoqvaisAQwuReSdisQHscQ0Se4i9uXyZhfIWNOHzkz9+93yryAutvfWGqeQsaEYuTH3ui3zpw5M3Rb0Qc+9dRTDy0GjD5ewb8csvZgZO2vkLWni5ydvw2dZG1glHUbAzILcl+7dq3r/61UQTeZeTAy81fIzNNHbs7fhk5yM8DDMtZZV90YvWqd7krpduP2unTeyD7+VtY6u/Lm6u2PKYqHD/p4IiPHtq30entWnr5gOPZNgPFgvMsn+zKORqUviDbi2tzyOuiyuF1sX3zE+YvyfFK8f2N/W+nidTI19G6mj58FgLGXUXQGACZRTO5UTZiOUuG58k7a/S7y63bnl1G4aLNqAWZMMo363cF7VU6gDTPxVb5Oy3WCo5z86zSui2VjMrfqbjPDLpYtCzF2WmqSNH6vswDnYu+fmGzevn17sWnTpqLRaLQ+x7+jQGn7Yvv4euvWrYs+D/E7vf7tYcVz023be11wH23E+y5+Pt7/sf1xkUI8zmirs0hriMcXP9P5N+P3Mxb5Z74my7U/x/g2CX1q9KOjdKK3SnmCKLPYX7y/ltpvq/aFzLvblzcOyL5gCBgdVSdqy4snl7rIclrJmF8mY05nxgxyZo5ur2XmRdTdcuFSWVXGhNFXtThwUHHDmKpiGgxP1u6frP1lsvZ0Zm05O4+s/TBZG0bfYuNeZh+xWLGklbqYR2bun8z8ZTLzdGbmIDfnkZsfJjcD3a6zyhhzyuu42tscpRvfVq0n7yxMkiUyTPs5iHgestezd46vw1wLcPTo0a7r8Jlc+oJ6+gL7JsBoMd59hez7ZcbX6TSKfUHsOzFHHfN1MScY78u4Ruv69evFiy++WDz33HPFzp07H8xtx7x7zCdmzh8OSqaGPjQBYBldvny5GcNP58eZM2eW5e9v3Lix9feuX78+cBtV23/ixInmtPE8AEyec+fOVfbvFy9eHJkMceDAgYF+/9ixY488rsgFw2SCYcW4Wfc2rWT2av/bw4jnJD5W+rWJj9hHxk281lXvs2HFvtjZ7q5du5b8vS1btiz5nog+Z9u2ba2f27NnT+sxxPsp9o34iP+PfTraip9rf706HTp0qLVdVa9nrx/9iO2LbS5/N56neN/ENsfjaH/eYrsW29+rXrtuz3c8B+W+Eo85/h2/Xz5P5e/E8zVIn575mjCZ4j2QnRvKcWSpMSveg3WOc1VjAoy7SZvTKcenYVQdL8T3OvuaYfNgVS5ZrnnRTDKmjCljkqF8TcvzNvFaZ/eJVVmulzFDxoTRVvYbmfPWnfOog+ZjWftRsnZ/ZG1ZW9Ymg6wta8O4ZdNu6xrK8bnuNTHD5C2ZefnJzDKzzEwWuVluBnrLpjFGDqt9/I6PGN8H1bl9w7TVue6t7pwc/Xv7czHssUSMYe3HDu06H9Mgmak8Vus12zE59AXD9QX2TYDxYLyTfdsZX6fXqPUF5bms+P1etqPz3Mak9DH2eaaBdxYAy2oSis6M02K4OnkeAKZnkioWLq60cvHoMMXwqha8Zi4O70c8jnKxYJ0F5VYye5UThsMsrC4nKYedMBxE1fO2Uu+X7EXpw54oCVXv36WyYPl+XGxRfPbEdDzW9o/OfiAeR+fPdH4McoFI9Jvdtj8mksvnLz53+7n4fjyn0S+3L6DvXCwffyvaWWy/7lyo223Se6VPFjCe4n1RR7GF8iRJL++78mKMrBNNi72nM/pQWGmTNqeTsW9W5eYY+zovLBvWpFxQKWPKmEHGZFjl/tvPe6dfVe/zXvtdGRNGVznmZfcf7WP6oPu8rP0oWbs/srasHWRthiVry9owjtm0anuzLqpabD3MsH2FzLz8ZGaZOcjMZJCb5Wagt4vah10PVnXB/zBrwTvbGqZ/bF/3VvdxUzwP7QUfMtYjL1YAobOvH+TvxXPb7fcUQJhs+oLh+gL7JsB4MN7Jvu2Mr9NrlPqC9puA9LMN7XOQk9LH2OeZBt5ZACyrcS86E8ZtMVxdPA8Ak6tqodlKFFzrnOQadoK3W5G9zOJEo/Ycr1T2ap9gbF+IPmh+y1zEP8xrNI4TdJ13hMnIbO2Luvt5bsoLKLr9/eWamG7f5sUW3vejfTK3l/d8++T9YgveF3veY2FveTf5Xib+O3+/lz51uU8WMH7a77yWXbS27DP6+dmMsWepfnQcL3yCSZ/TyboIpfOimfbxL/4vI69PygWVMuajZEwZk8HEe7XOG01UzQP1uohSxoTRVe7bWWNuKfLesHO1snY1Wbt3svajZG1Zm8HI2uM7FkCWccum7cXC4iPG/ey1HN3WAAzTV8jMy09mfpTMLDMzOLl5fMcDoB7tY2X5MeyasM4L8YfNtp3bN2h70fe199NLFRzuR2SheN7KYsftWTxyRdaxzmIFEDoLTAxyHV38TrdtVQBhsukLhusL7JsA48F4J/t2tm98nU6j1BeUa9f6nedvv354UvoY+zzTYKYAgClw48aN4uTJk62vN2/evNKbAwAj7cyZM8WWLVse+t7x48eLs2fPrsj27N27t9i4cWNx7NixodqJNp5//vnK9pfT+fPnH3kut23bNvTjGyVHjx598HXne6kfkd/i94dpY1D79++v/P5K7QeDZuArV6488v1du3YN1e6JEyce+d6ePXuW/L1Tp061Pu/bt2/R901sX+wTvVrpfefSpUsP9SPnzp1b8nfi8R06dOjB63Tw4MElf6fzdYu/e+3atVa/Fv1bL7/f/lzF/hV9+2LG9TVh+TzzzDOtfibe98P2LZ2izV7e2+HAgQMP/Tu2KfatOvrRXvo7YDxVjceRe6IfiHG3Wz6cNjLm8pAxR+81oR6x78b7Lj7qmH/pzITxPpIxYXLEfp5p69atD75+6qmnUtuedrJ2b2Tt5SFrj95rQj1k7S+TtWF8lH1D9CfXr19vjdH9jGfDHEOMQl8hM/dGZl4eMvPovSbUR24enbEQGA3RR3WOkVX5a5DruEpHjhwZuL1htiMeR/TNhw8fLjZt2tTKO2W/Gv3giy++mNIfxuON8w27d+9uZaL4e+WxSDy3O3fu7HksGEb8rfa11/FY+1n/HNsc195lH5cxHvQF9WUj+ybA6DDeyb4l4+t0G6W+oNx/+r2ONn5+ud6/MjXkUfAPgKmQVXQGAKZFVZGdmHzJvohyKTHpG5NAUYQwY5K3qrBetN/LQtMMMYHUWWAwHlc8vkkRCyDbF9AO+rqVE23L9dp0ionFqm0vF2yPg6r9NR7TsHm4apHrUq9TuTg2Fk13e0+Mw8R0lfZ9Ot43vW5/+4R9PPZB+td++8ZYYN++fTG5vtii5XF9TVi+MTreP/E+zC72Fy5cuFDs2LGjp5+N/aBzsfvp06eH3obONsqLVIDRk3FxS9UFedEPxIV+xravkDGXh4w5eq8J9Yj3S/vnOtouxfu6nzwnY8J46FwgOYzLly8/+NqY8xWy9vKRtZeHrD16rwn1kLVlbRg3ZT6pq6hWVdGlrL8nMy8fmXl5yMyj95pQH7lZbgaKJXPQMOubO/vCyLfZBT9ivXKj0Vj0IwoQlIVI4ucjw8f4Hn1gFBzPWqMeou9uNpsPfZRFzeNvxnNSbksdBWcXey2rCl13Ez+7Uuu3GQ36gvrYNwFGh/FuOLIvk2JU+oJyP4kb4/Qr48ZRo9bHLMY+z0RoAsAyunz5cjOGn86PM2fO1PY3L168+NDf2rNnz1DtVW3/iRMnmtPG8wAwHeP2li1blnXcbnfo0KHW3zt27Fh62zFmdT6u+Ht1un79+iPPZ/w7nudJyV7xGDdu3JjyvG7btq31+5HlVsqBAwcqn79xUbX9u3btGrrdQZ6TyOBLvZ7D5PXoJ3p9bTKfj/Lvlh/9vl/L93mvj7uz/xhE7P/t7cQ2rPRrwvgp+5e6xpNz58612o+/088Y1Ot7u1ft43aMbzApJmlOp9z3M/b59szS+ZF1TBLZY6WOr7LImIv/HRlTxmQ0smXneaFBxzoZE0ZT+/xjVg7szGqDkrW7k7WXJmsv/ndkbVmb/snaMN3GMZuW/VYdazeq8uKg43NJZl5+MvPif0dmlpkZjNwM8KjOdcDRHw27fnnY67hKnf1r9I3Rx/byEX199NGDPJ7sdXEZeT9ep8V+v3Mc6fW1LH9vsZ/tzGBy0mTSFwzGvgkwXox39ZF9GScr3Rd0vof7/fvl+3RS+hj7PNPAOwuAZTXORWdK47gYrg6eB4DpEGNp+2LM8qOfAjzDLKTLmuTudfKljuKC3Z7HWDxX98T5cmavbgUiB3lO21+bmOAflZML45Z5sl6PXiZ0e3kfLvZzyzkxnbnYvf1YY5BFsJ0XJCyln+d9MZ3HSFWL9FfiZAHjobyQoa6+MPqMcszs92+UxYIXe28POgaMS98PS6k6uTnO7/H2fTW7vWFP2k/qBZUy5tLbL2PKmAx+HifrpgidfdUw81gyJoyezjEnK0+V7Q46lsvavbcna1eTtZfefllb1qY/sjZMr3HOpmW/lbmt3bLosDcflJmXn8y89PbLzDIz/ZObAZZeXz3INVjta6aHLba9WHarc515XTr748hwg+T+pQogVB0H9JKfY3xYKlcqgDAd9AWDsW8CjBfjXb1kX8bFKPQF7fPc8fv9zFWW12FNSh9jn2cazBQAMKGuXLlSbN++vbhx48ZD33/qqacGbrOzrWnV7Xnw/ABMno0bNxYXL14s9uzZ89D3T5482RpnY7zNFGNJtBvtHzhwoDhz5kxRl3hM586de+h7hw8fLo4fP57+mJ555pni0qVLD763bdu24vLly63nt07LNTbH67V169bK98OWLVv6aivaePbZZx/8u873wFJ27dpV+f0TJ04Uoy5e+6rXo9tj6kfn+3ap1/jgwYOtz88999yibba322//EvtUfCyns2fPPrSPDfLc7t69+6F/nz9/vlgO+/bte+jfR48enYjXhOV538dYWfaF8b4Y9iPGj/hoNBqtj/i6HDP7HUOOHTv20PuufTzp1969ex/KDJFLYBJcu3ZtouZ0yj4pZOT4GM87s07V9zKf/26vySiSMesnYy5OxpxM8Z4oj/3jPdE+fzJojmt/X8V7ZpjjeBkTRt8w+2XVGBz7/SBk7cXJ2ouTtesnay9O1p5MsjZMr3HOps8//3yr/4pMkpFD4zG39xGl6B+HHftk5uUlM9dPZl6czDy55GaAR3X2EZF3++kfIy+VPx/9bOda7WkXOau9b4/MVHXckqHMrqVexqT4mc7fYzrpC+pj3wQYHca7esm+jItR6Ava57ljfjGurYpzUb3MY8d5jbgGfJrY5xl7K11xEIDpEneVq7oLafadQqPCctXfGfZvlXfmrOMuoeOk2/MwSMVyAMZHjK+dd0Qu796QcXfbGE/L9pdzTCnvYNF51+iMxxS5o/M5W87c0Hnn7OwxOx5f53PX+RF34+mnvar32ErdVb7zTkLjlP+qtn2Qu6/3cgeUxd5P8Tz1+p6rer/G72XdPbvUeXeoQUXfN+x7ojNXL9VGZz81qM67zXR7byzXa8J4H8/X+THI3dvid9rHkkHGvPb3ftwZa5DtgFEV+0TV/pZ5R8nl0jkWx0ccswyrc/zLyqLd5tOGGdOXm4zZnYwpY5J7XmfQvrdzHxr0jsCdZEwYLZ13Mx52/G3fx2NfHZSsvTRZuztZuztZW9ZmeLI2TJ9xz6ZxTqrsG6K/GXQsi/6gPGYYNgd0kpmXn8zcncwsM5NDbgZYPCdFPxRZvd/+ps7sEx/R946jzvwySP8er0kvma1zXfZir2O8Xr3k7KrtZ3LpC/pj3wQYT8a7+si+jJOV7Au6ncsp240+IPaDXrZp3PsY+zzTwDsLgGU1bkVnJm0xXN2vowUAAJMv+vlu40BM6vQ7zkZ77YUEYywZZqweleJ8MQHUuSB4mIXovTyP0XZ8xMRUPIfdXqdywjGe9/J3evmIduM5iuek87Et9rHYYy63NdqsWmjf/hGPJ362zqzR/jirFuh3fsTzEM9j/E75PI1KFqrKrcMs7F5sIX23Cd1ygrPXRdnLNTGd9Zx09heDLvbt57goa7F71XNd9bwu98kCRld5YqPXvj/rY1CdF3D1M55b5M6kqMqH3ea12sfFGM/as82oXOAUj6fMabGfLtYnxRgZ+3085kHGqM4Cp4PozNHdiqePw3PfTsbsTsaUMcnRvlAm9qVe3wfxc53zCsMU7aoiY8LoaB8vy4y4WH5YTIxL/RYNlLVl7TrI2t3J2rI2OWRtmEyTlk0Xu3Fj7O/9jGHxXHSO//HvQdajyMyjQWbuTmaWmckjNwMsncPi31X9SGdfGGN7Hf3NKBck6FdVTu/nOeu1AELna7jYGBU/28sYpgDC9NEX9M6+CTC+jHf1kX0ZJyvZF1Td/Gip8zuT2MfY55kG3lkA1GJci85Mw2K4fh5753MQz/VSBRXjtYznquq5GKUiOAAMp6qgXdUi5hgPyoXM8TvxdYz5MVZ0jikZd1HPUDXm97p4PB5v5/OyHEUMlxqfV/Kj29gf3x+kvbomDwfdns6PUXkfV+2fse9laS+IGPmv/XVuLwza74Ls5ZiY7mwj6/0S2xLf7/ejs69ZjsXunW2V27/SJwsYXYsdz9f1Mex7PPav9r4q3p+LHY92Xjg2SierYBD9zJUt9THu/dAgWbw8+T5IX1B1knecn/t2MmZ3MuajbcmYDKpqEVR5kW3ZL5QX2kcf1DknEr9b13tGxoTRWgTcPsaVGayfudjoWwa5OZ2sLWvXQdbuTtZ+tC1Zm0HJ2jB5Ji2bLpXby74oxuD2tYml+Lqq/yr7iUHXcsrMo0Fm7k5mfrQtmZlhyM0Aj4o+r2ptdHwvPtr7zfLasLpUZf1xVZVx+1mD3GsBhKqix4u12et6+VE/hiCfvqA39k2A8Wa8q4fsy7hZyb6g6qZWi33E/N8g58BGuY+xzzMN5goAqMEzzzxTXLp0qeefv3HjRnHw4MFiOWzevHnJn9m7d29x/vz5vtqNn6/6nS9n3vFx8uTJ4vDhwwP/fryWx48f7/r/W7ZsKS5fvjxw+wCMhujPz507V1y5cqU4ceJEcfbs2dbXpcgBvWSBbdu2Ffv37y8OHDhQbNy4sRgFx44dK44cOVKcPn269djiccT4GB+xjfHYy48Qjzs+Oh/vnj17Wvlm165dxTRb6nUt/3+xjHbt2rUHOWM5t7eX3Ljc2zfo8x7/3rdvX1r7Z86cab2/Y7+Ix/3000+33uvt+0Ls17E/9SPaiL4l8vhSz2eZv6Mfie0p98nlUL7m7WKbh7WS/WDVYxqn14TJM+z7J/aneB9GRjl69Gjrvblp06bWe3r37t2t9uN9H8en8X9l3xXv3+i7pn38ZnL0krUWGxNGKd/083iGzWfRD8T8WL9ZJitXjuJzH2TMesmY1WTM6ROvdWS0OM8QOa7XOaZ4b0QfcujQodq2TcaE0RH7Y3smiLnY2PeiH4j9scwpW7dufTB2VO2fsV9GO7GfDrINQdbuj6xdTdaul6xdTdaePrI2TK5Jy6btou+Jj+i7Yv1G5Jdy/UYvhsn8nWTmlSUz10tmriYzTye5GeBR0Y+Ua8ajDzp16lRrHC2vn4r+J+bpYz14fKY3VdkintvssST+TryG7eNZvI6dr1W8nuXPQhV9QS77JsBoMt7VQ/Zl3KxkXxBzeNevX2+dryivbV5M/H+skbt48eLUvaft84yzRlT9W+mNAGDybN++va+Cf8upl6EvTnpHeMtYDDduQ20sUOgs+Fe16KbqOalaINO5IEbBP4DJFRNYMX7G5FBZBC/GhhgLYiyJsaMslBeTSDFxMg4LIcvJuHKSrv1xhfKxxYTPzp07W58tjmOlxfs0FifH5x07drQmeOvY32LfiAWhFy5ceLCvx/s/imYOOwna68R0qdeJ6Uaj8chC7n7FNsUxT7vIuHX3ae3bHo81HvOgYsFve1aP13Gpk2V1vSawHOJ9GyfZot+KvrF8/5fZpCxC7D0L0J2M2Z2M+WUyJnWI90Z5QX/5MSo5TsaElRHncePi6W6LJWNfjPGlfT63cx432ogxexzmp5kOsnZ3svaXydrUQdYGxnldSnveb+8jIt9EnorM72LLySIzdyczf5nMTF3kZoDR0p4fQuT+KIa63KLfLceHOP6I4tBZ125FYYde80/k1F6KpETuiXMri+XGyNu9PpYooNBZIHrcrp1jvI1KX1DFvgnApI13sq/xlZVXnhtrv8lHp9inXnzxxZ5vxDMqfUwV+zzTQME/AAAAAKZmYtpi90fbCnECrp8Tb3WcLAAAWE4y5pfJmAAAZJO1v0zWBgCgG5n5y2RmAKBfo1CQIAqsPv300w8VG47cEfmjH51FCUq9Xu7dTwGE2Nb4+W55r/z/KLjSS9ZRAIGVNgp9QTf2TQAmabyTfY2vjKaYx479MN6f7frZP0ehj+nGPs80mFnpDQAAAACAxcSi9Lj7eizujknSWGQdE8ntYgK2845Pw4o2qxZyVy1qL+/gPa42b948Fq8JAEAWGbN+MiYAwHSStesnawMAjDeZuX4yMwBQlyhW0l7wpPxevzrbCHUVFo52O7NNexGI2P74f4WNYXnZNwEYdbIvLJ8oMle1r3Sbz47ifDGf3f5ertpnJ519nnGl4B8AAAAAK24UJ6bjjjfPPPPMI9+vmuQdpwnxqoX527ZtG4vXBACgH6OYZ2TM0XtNAADo3yjmOll79F4TAIBpNor5TGYevdcEABg/ly9fTmnn6tWrQxct7sfBgwe7FmqJYgid/w8sD/smAKNM9oXlEXPOZ8+ebc3h9yPmwWMee5Ju5jMI+zzjSME/AAAAAFbUOE5Mx+LudteuXSvGRefzHIvTt2zZMvavCQDAuOcZGbOajAkAMFrGMdfJ2tVkbQCAeoxjPpOZq8nMAECnrVu39lRseClVmaIzk2WKttsLGUc+imx06dKlVvar828D3dk3ARhlsi8sr3PnzvX9O/F+PnDgwIN/X7hwoZg29nnGkYJ/AAAAAIyEcZqYjju/D7vtK6VzW/ft29fzz/bCyQIAYJSMU56RMbuTMQEARs845TpZuztZGwCgPuOUz2Tm7mRmAGCxAieRFZ5//vm+24nCA50OHjzY8+9HAYN+tWeacOLEidZH5/eBwdk3AZgksi8sr35vWNNtfn/c2eeZBgr+AQAAADCVE9NL3ZF+sf+PBeLtd38ZdNvbH8Phw4drnbwuxV3r2y32d50sAADGnYwpYwIAUA9ZW9YGAGBxMrPMDABMnihyErlpy5YtRbPZbBUUbs9RvWafK1euPFJMpbOgSrbOoiqRo06fPt1XsRUgn30TgFEl+8Lyin2lqkDmUjZv3vzg69hfp5F9nnGj4B8AAAAAUzMx3c/JpcuXL3dtL9o5cuTIQyehBl0YHr8bE8lbt25NW6jfzcmTJx/69549exZ9zpwsAADGnYwpYwIAUA9ZW9YGAGBxMrPMDABMpshNkSsGLRxw9OjRR7733HPP9V0s+YUXXujr70aO6SysEt+TbyCHfROASST7wvKq2meW0l5Uc8eOHcU4s88zLRT8AwAAAGBqJqbbJ2qXWsQdk8SLTeweOnToof/v5+70nY85Fs8fOHCg59+JbRtkEXr7Nsbf7OVE2bSfLAAAxp+M2RsZEwCAfsnavZG1AQCml8zcG5kZAOj1ov+lvrccIjdFIYEoPtxZgLiXXHH8+PGHvnfs2LFHChP0kmeiyHK/z0FnoZZBCrcMWqwZJq0v6GTfBGASxzvZ1/jK8or3er9z5efOnWt93rVrV083CRqlPqaTfZ5poeAfAAAAAFMzMb1///6ui7I7nT59uti9e3dPfzvEdvd7Ait+J05gxUmrfu3du7evn4+J6vbJ7jNnzvQ0kb8cJwsAAOokY/ZOxgQAoB+ydu9kbQCA6SQz905mBgD6Ldp7/vz5RfNPnZ5//vlWoZLIJJFjeilEED/TmXmiSHIUUelF/H4UPG4vmrJ9+/bW89CrzqLM/RRpLp04ceKR73UWcoFp6QuCfROASR/vZN+HGV+pW6/7WYh+oZzHr3q/jkMfE+zzTJtGs9lsrvRGAAAAADC9YlJ206ZND/4dd4y/ePFiT4ukYzJ569atra8vX7686N3oq/5WTN5WTcbGhHAsdO9l6ix+tn0yPRZ6xyLvXrY9Jp/jZ2Ph+VIajcaDr8vHGSfNevndmLxvvzNN/M6ePXtG4jUBAKiDjCljAgBQD1lb1gYAYHEys8wMAAwnxvrIIGUeuXDhwqLFDmJ8jo9ybH/uueeWpUhvbNOzzz7bKigcfy+yWGSUqrwQBYcjY7UXUIjctlQBgshmUUw5fm+p4guRpTZv3vxQEecqsY3xHEd+Wip7xc9eu3at9Vjj82KFk+M52LFjx4PnPopTL5bRYJz7AvsmANMw3rWTfR9mfCVT+/x1+d6OfSDe34vNR8fPxLx/fO42Rz7KfYx9nmmm4B8AAAAAEzsxXSXurBJ3fSnFIu74u+3bE4vQo71e7zrfvi0h7jq12O+W29DLBHLVYvdykXtsZ0wYx8mvbs9VOVkdYmK5vLvWKL0mAADZZEwZEwCAesjasjYAAIuTmWVmAGA4kSsiX/RbVKAsWrDcRXqj6MnRo0cfFAcoCyTER1k0oL14QZnLetnGMmf18lyUj3+pS8Zje5555plWblxqG6LwcWz7IK9FPMbIkTCJfYF9E4BpGO+qyL7V22J8ZRjl/HW891588cXW5/bCdTt37mzNa8d7OH42ivbF3Hbsj/G9mLvuNkc+yn2MfZ5ppuAfAAAAABM7Md3rgveYZI2/ExO1sXC817vGL9ZuPI59+/a1Fn/H19F2TBjH44p/x+TuUneoWmyxe7QVz0fc+SruahNtxdfxnMTfiknqOJFWTmovtQB/pV8TAIBMMmZvZEwAAPola/dG1gYAmF4yc29kZgBg0kReOXXqVCvLRH4pc0tZACVyVGSP5SzIAgAAdZB9IVfMX3fe3Cb2rZgDL/ezEHPbcUObXbt2tebP4zMwfhT8I0UEsNOnT7dOakY4i+rL8b0YLCKExV3WylAGAAAAMAoT0+XC9vYTTDGPEYu6h73LSiz6jpNX7fMk5YmraH+QOZKqxe6l+DvxWGLReftjiY94nmLRfb93nHGyAAAYdzLm0mRMAAAGIWsvTdYGAJhuMvPSZGYAAAAAAACmjYJ/DCVOnMYd2+LOZqXyRGqc6CzvblZWZI7vHTlyZOgTxgAAAADTZrHF7gAAMAgZEwAA6iFrAwDA4mRmAAAAAAAAps3MSm8A4yvuYvb000+3iv3FCdZz584VUT/y8uXLra/PnDnT+nz9+vXW9w4cOPCgQODWrVtbd10DAAAAAAAAAAAAAAAAAAAAAAAAmFQK/jGQKPK3e/fuYvPmza2ifnE3tV27dnX9+S1bthQnTpxo/Vx8feXKlWL79u2tooEAAAAAAAAAAAAAAAAAAAAAAAAAk0jBP/oWRfoOHjzYKty3VKG/Ttu2bXtQ9C9E0cAo/gcAAAAAAAAAAAAAAAAAAAAAAAAwaRT8o2979+5tfT537lyxcePGvn8/fid+t7M9AAAAAAAAAAAAAAAAAAAAAAAAgEmi4B99OXz4cHHjxo1iz549xZYtWwZuJ3730KFDra8vXbpUnD9/PnErAQAAACZbzM8AAEAmGRMAAOohawMAwOJkZgAAAAAAAKaBgn/05eTJk63P+/fvH7qtgwcPPvj6xIkTQ7cHAAAAMC2uXbu20psAAMCEkTEBAKAesjYAACxOZgYAAAAAAGAaKPhHzy5duvTgzmkbN24cur0tW7Y8aOfKlStDtwcAAAAwqc6ePfvQv2OOJuZqAABgUDImAADUQ9YGAIDFycwAAAAAAABMo7mV3gDGR3tRvqwCfVH0L07MKvgHAAAA8BXnz58vTpw40VrUHvMmVXMn27dvL7Zt21Zs3ry5dVOFY8eOteZaAACgiowJAAD1kLUBAGBxMjMAAAAAAAAo+Ecf2k+qnjt3rjhw4MDQbcYJ2xAnZQEAAAD4ypxJ3NE+FrGH8nOnciF8/PyRI0eWeSsBABgnMiYAANRD1gYAgMXJzAAAAAAAAFAUjWaz2VzpjWA8nDx5sjh48OCDf1+8eLF1B7VhNBqN1uddu3a1iggCAAAAAAAAAAAAAAAAAAAAAAAATIq5ld4AxsfmzZsf+vfevXtbRf+63V1tKefPn3+oreUw9/4dxajZsOF7ctppvCOlnT+yeX2RZbaRU0/0uS/8cko79+9fK7KsWf2elHaemn1/Sjv/cNurRZYd3/SfUtq5e+OxlHZ+41O/r8jy668+3I8N6i9ffiWlnZvzXyyy3L37+ZR21q15OqWdm2/8ZpHlxI4fSWnnj29/PqWduadvFVlu/86TKe0c/g8/WGR57xO3U9r5tS9tSGnn6556vcjy1z/9kZR2fujx70hp5x9d/2dFlj/7vt0p7fxff/7PprTDeFr1/m9NaaexZlORZeHO1ZR2GjOrU9qZWZ2TJcLjaz6Y0s4btz+W0s6Gdd9YZHn93idT2lm4nzMG/OEn8o43v+XtObn7sbmFlHb+7qdy3tvhleIzKe00itmUdt64/6kiS6OxKqWd269/NKWdmVVPFFkaszltNZt3Utr5sU15+9uF2zn726de+0dFlubC3ZR2ZlblZOWFe3lzATNzSfNBs2tTmmneuZ7STqutIqfPvf+JCyntMH6y5pSz9v3M/T8rJ8+ueVuR5YnVH0hp59XbOXNTG9bmzU2+cf/TKe0szOfMTf3AEz9aZPnWd+S8J9fO5vTZf++Teec5XmpeTmlnrpEzRt6493tFlrmZx1PaufX6b4xcPzkzl5WT76e08+Ob8va3S7duprRz+bX/X5FmIed5aqxOysl387Jk1vFbYzanX5q//YVi1MjJ0y0rK6994huKLHfezBkrG0n7/8zMuiLL+tVbUtp5484nUtrZsPbriiyv3fl4Sjtb1vzBlHa2Zs2TxHqorTl99+bVOfNSn7mZs44j/Ocv5pzr/kev5owld++/XIza/vbqq7+Q0s7cuvcVWRozOfPlRTPn+O3gu/5AkeXyjZx9919f/ztFluZ8ztz76vU58yX3br5YZJlZ85aUdubmco4D7iY+tqKRc67r3u/+Yko7TPGc8pqniixp511mc8aR2dVvL7JsWvOhlHau3vxwSjtvfez3F1lu3M/J7gtJc1y71v3hIstXPZkzx7X9LTnrSv7dZ/P2t1+7eS+lnZeLz6a089rdnOOtsHZVzrUKr7/6qyPXT87M5B0HZti3OW9/e/VOTt/989eeK0Zt7UXWOcr5O18qsmSd68g6z3H/Vk5fksmc8nS7dSvnXHdjPqcf+XJjMzntzMyN1JxLmLmdk5Xurc3p29a8kpNvw/wTOWPAzN03U9p5Y31OTgr/5hM5x28f3v5dKe3cXsi5NjT8d38zZ33p2j/9V1LayXtkRbHm9Zxr+uaffGdKO407bxRZmnNJ12HcSlrvdjfneDL8x+//iZR2vvPC6M0Dzt7M6UsWHsu7NijttUsaK5trctZNtdpKamfdurxzy4yX20k5+cadvCz5xOqcnHw3KUusK3Lm3MLsaznX9d98MqfOxLqbefMSWcclH7ubMy/xNY/lHbvtP5OzlveHv/ldKe38y9/MyX/hj33re1Pa+aOP5VwXeP8tObVPwp25nDUqSV1ScWc+7yhgbqaR0k5SM8XHr+ftb1+7Omc+YX593hx+0tNU3Lyf8x5YM5u1RUWR9bZsNnMams16U7bOUea08+T6yczJSV0b02DXrl0P/fvKlSvF9u3bW58Hcfjw4Qdf79u3b+jtAwAAAAAAAAAAAAAAAAAAAAAAABglCv7Rs40bN1YW/du6dWtx/Pjxvto6efJkcenSpdbXx44da7UNAAAAAAAAAAAAAAAAAAAAAAAAMEkU/KMvhw8f7vr97du3Pyjit5j4mbKdKCB46NCh9O0EAAAAAAAAAAAAAAAAAAAAAAAAWGkK/tGXKNC3Z8+eroX8ouhft6KA4cqVK8UzzzxT3Lhxo9XWuXPnatxaAAAAAAAAAAAAAAAAAAAAAAAAgJWj4B99O3PmTLFly5au/3/8+PFi69atrQKA7c6ePdsqCBjF/g4dOqTYHwAAAAAAAAAAAAAAAAAAAAAAADDRFPxjIBcvXiy2bdvW9f+vXLnSKu538ODB1td79+5tfZQFA48dO7aMWwsAAAAAAAAAAAAAAAAAAAAAAACw/OZW4G8yATZu3Ngq+nf48OHi+PHjXX/u5MmTrY9w6NChFS/0t3DtpaJ5/fMD/W5j0zuLmc3vSt8mAAAYBfPXPlc0r7800O82Nr2rmN387vRtAgCAlWZOGQAAqsnKAADwKDkZAACq/dW/+leLv/bX/tpAv/tTP/VTxU//9E+nbxMAAIxCTv7vBszJ/7WcDAAwlmZWegMYb1HALwr/bdmyZcmfvXHjxrJsEwAAAAAAAAAAAAAAAAAAAAAAAMAoUPCPoW3btq2non8nT54sNm3aVJw9e3bZtg0AAAAAAAAAAAAAAAAAAAAAAABgpSj4x9CikN/TTz9dXLlypdi1a9eihf9u3LhR7N27t/UBAAAAAAAAAAAAAAAAAAAAAAAAMMkU/GNgUeBv+/btxcGDB1v/PnPmTHHu3Lni8uXLxaFDhxb93bNnz7Z+NwoAAgAAAAAAAAAAAAAAAAAAAAAAAEyiuZXeAMZTFOzbu3dv6+s9e/a0iv21O3bsWLF///7Wz0RhwCqXLl0qnn766eL5558vtm3btizbPbP5XUURHwAAwENmN7+7KOIDAAB4wJwyAABUk5UBAOBRcjIAAFT76Z/+6dYHAADwFXIyAMD0mVnpDWD8HD9+fNFif6Uo4nf58uVW8b9ubty4UWzfvr1rUUAAAAAAAAAAAAAAAAAAAAAAAACAcaXgH305efJkcfjw4dbXBw4c6Frsr92hQ4dahf+iAGA3u3fvTt1OAAAAAAAAAAAAAAAAAAAAAAAAgJWm4B89u3TpUnHw4MHW11G878SJEz3/7pYtW4qLFy92/Z0rV64Ux48fT9tWAAAAAAAAAAAAAAAAAAAAAAAAgJWm4N8EOH/+fNFoNIb+WMrevXsffP3cc88NtK0HDhwoLl++3CoY2Ono0aMDtQkAAAAAAAAAAAAAAAAAAAAAAAAwiuZWegMYD2fPni2uXLnS+nrXrl2VBft6tWXLluLixYvF7t27W8UKSzdu3Gj9O9qvy6rHnk5p5/7NTxVZ3tr46pR2Pjt/KaWdk5/Je2xb1v/RlHb+xFv+QEo7c42FIsv61fMp7fyzL91PaefD11YXWT77n3L2wZ//9FtT2tm49m6R5fwrOXVum80vpbRz+/WPFqPWv33Xqm9PaefPf9fbiiyXbqxKaefUpT+Y0s4ff/JfFVlmV+X0AWvncvqkcP4zm1Paub5wL6Wdf3rlF4osC/Ovp7Tz2KadKe00598ssvzSl9antcX0ahZJWenO9WLUNBdy8sTCvbzH9mbjkyntfMe6fSntXJr/5SLLD6z/Qynt/Ps7v5bSzuxMs8jy8s2c3P3Z19eltPPBVXmPbfO9r01p58M3/lZKO42ZvGOcooebHCyn5vydxMZy+u4n1m9PaefG3bypxi/O/3ZKO6vWfVWRZd3cO1Paee3VX0ppZ2b1piJL8+6rOQ0lvb/TckmMA2vyjk9hGM17Oceko5iT529/ociS9Sx912N/LKWdC/fzcvIPrv/+lHbO376Y0k6zmZeRPv9mTnb7TFJOfjpnOrFl/b2vS2nnP9/42yOXk3NmJvM052+ltbXQzHl0G9Z/a0o71+7k5eSX5j+S0s7cuvcWWdbNvSOlndde/eWJzcnN+3nv7yxz696z0pvABJhZ81RKO3dez5kDCI01m0Yqvz/2RM6cW7i7kNMnfWDtH05p57Uib778D236gZR2Pn5zNqWdt67LW6MwkxS7P3srJyv/x8/ljZOXbufsJ/cX3khpZ/7uy0WW1xdGa+zOfGxZ1j72wZR2vvDG2iLLL9/79ZR2ZlfnrHcKT6z+QEo711/99yOXlRfu5YxL842k49yFvKPcd278wbS2mE6NRs48wMKdq8XISToPNH/7pSLLK0nj5Hc/+WdS2vnVO/+yyPJn3vG9Ke38w6u/l9LOd7877xjg1bs52f3Y7z2W0s57GnmTypuLnLY+duPfprTTKHLWTYc3Zj5XjJLm/ZxjibDQuJ3Szvse/+GUdq7ezjsX8OH7vzlyc8qPzb07pZ1XX/2F0ZtTTppTmk86j5tpzeNfs9KbwASYuf1aSjsLa58sJlYjb+x+be6JlHZyZiaL4sbGLUktFcXfeec3p7TzF176cEo7R574+iLLn/j2nHHyj7+Ys7bkHevzcsn6NTnXPSUud0lz/8mctaVZD625OudYqdVWUr/U/Mh/SGln4dt/vMjyff/iREo7mcmtkTTPOf9YXsZNM5szZzZzN+ccTt4q5aJYdTXn2qDiPTnr1Bg/N+/nXBe0YU1ilrybs5esm8vZphdfzwsA69bkjNvv+JV/mNLOi9+Uc11gWPvX/1xKOzN/7mdT2vnzSddhh/ec/acp7Tz3b3Pmy//eszlrS8P7fv10Sjuf2b4/pZ23rMpb7zq/kHXdY04fsHo2ry9pJF3Pt/CvT6a08+T3/GSRpTmzaqTmgTLngh6bS3oPJL3+mcdcbybliScT95MvvplzfPPkhJbQyEtuTLQTJ74yeXH48OGUNs+dO9cq/tf5PQAAAAAAAAAAAAAAAAAAAAAAAIBJkFdelRUTRfMOHDhQ6984f/78g6937dqV1u6ZM2eK7du3P/j3lStX0toGAAAAAAAAAAAAAAAAAAAAAAAAWEkK/k1Iwb8TJ07U1n57Eb74W5m2bdvWKiBYFhS8ceNGavsAAAAAAAAAAAAAAAAAAAAAAAAAK2Vmxf4yY6O94N/GjRvT29+9e3et7QMAAAAAAAAAAAAAAAAAAAAAAACsBAX/WNLmzZsffH3jxo309rds2VL5NQAAAAAAAAAAAAAAAAAAAAAAAMA4U/CPJbUX4bty5Up6+9euXXvw9c6dO9PbBwAAAAAAAAAAAAAAAAAAAAAAAFgJCv6xpI0bNz5U9O/8+fOp7V++fPnB13v27EltGwAAAAAAAAAAAAAAAAAAAAAAAGClKPhHTw4ePPjg6xMnTqS2ffLkydZnxf4AAAAAAAAAAAAAAAAAAAAAAACASaLgHz05cODAg6/Pnj1bXLp0Ka3Y340bN1pfHzt2LKVNAAAAAAAAAAAAAAAAAAAAAAAAgFGg4B892bhxY3HixIkH/967d++DQn2DunLlSnHw4MEHxf62bNky9HYCAAAAAAAAAAAAAAAAAAAAAAAAjAoF/+jZgQMHWh9lsb7t27cPXPTv0qVLrd8v2z106FDqtgIAAAAAAAAAAAAAAAAAAAAAAACsNAX/6MuJEyceKvr39NNPF2fPnu2rjePHjz8oFhhtRZsAAAAAAAAAAAAAAAAAAAAAAAAAk0bBP/oWBfrOnDlTbNy4sVW0b+/evcXWrVuLkydPtooAVrl06VJx+PDhYtOmTa3PIdpQ7A8AAAAAAAAAAAAAAAAAAAAAAACYVHMrvQGMpz179hS7du1qFfk7evRoq9DfwYMHH/z/li1bHhQE7CwCeOjQoeLIkSOt/wcAAAAAAAAAAAAAAAAAAAAAAACYVAr+MbAo2BfF++Lj/Pnzxblz51qf24v8xc9s27at2LFjR7F3795WkUAAAAAAAAAAAAAAAAAAAAAAAACAaaDgHymikJ9ifgAAAAAAAAAAAAAAAAAAAAAAAABfMdP2NQAAAAAAAAAAAAAAAAAAAAAAAACQRME/AAAAAAAAAAAAAAAAAAAAAAAAAKjBXB2Nwqhat+pdKe28VrxYZLny5s+ltNNcuJvSTrEwn9NOURQvNz+Z0s7bHvuqlHZu3F5VZPn8G2tT2vmG1bMp7Vx+9XaRZc3sQko7f2Xbh1Pa+Qef/IYiy+Zic0o7H7/zu8WoWVi4k9LO9fmc1/8DGz5fZFk1k7NNH3ltY0o7t17KaSes2fBmMWp+6fY/SWnnbWt2prQzO/t4kWXh/qsp7fyz13JyQPN+3uv/5Iw63oyOZpHTb4d3bfyjKe280fxSSju37r1UZHn76m0p7Xyi+HRKO9+9+juLLF/15Bsp7fzAm9+U0s43vCWn/w/vWJdz3PX46vsp7fzTLxZprjY/k9JOY3ZdSjvN+VvFqJlZ9URKO817eRlgIWku4PVbH0lp5/7631dkefdsTh9w5fY/LbK8+ubHU9ppzK5JaeeJdd9YZHn17i+ktDOzakNKO41mTj8Z5u/k5ACmVyPpvkmZOfk9G388pZ3Xml+Y3Jzc/FxKO9+35vcXWb5qQ05O/iOzOc/RN7zlRpFlU1K+XZ00N/3PX84bR643c97fcvLSmvfzHltWW6/e+vWUdu6u/1CR5V2z3zhyOfn1N3PmSxszq1PaeXzd1xdZXrv7yyntzMzl7CeNxDwxfytv/GZ6rVr1lpR27t65XmR5/7ofSmnnc2s+mtLObJHTt4Vtc9+d0s7dZkozxQdX56yZCAtFzjqVt881Utp55+N56y/mmznb9KVbOetdbtzNWyq4usiZ42o0ktbyNJt578k7V1PamVv3npR2Fu6/ntLO/9xaSivfltQnbVybdxyw6vb6lHaaiXOTr968MFLHlGvWvK/Icuv130hppzGT0wc0ko5Nwxdv/2paW0ynxlxSf3Qv7zz3+zf+yZR2Xi1eTmnn+p2cc5Nh25ofTmnnV+/+q5R2Vs3mrS186Y2c/n9dI2eb7i7kZNuw9YmczP0TcznHXGc+k3cMcLX40uTOKSetT5hZvSmlneb8zZR2Wm0t3Etp59Nv/ouUdtav319keU/jgynt/M7dnPwXXruVtUYp57h0/bqvLbK8fjcnS87MPjFSazjCvbvWXjC8ues5613vvTPvGqO5L/1eSjuNZs6cy+235fVJ8yd/KqWdz//J/0tKO7/1ct66yS2/8h9S2vn5z+Tkm79847eKLE/8u5Mp7fz9b8pZ7/K/+mjO9UVh5rWc98Ddd3z9SO23X24sZ31Z484bI7U9mc/TvW/fm9LOtVt51z6/c03Wefw8jYWk+emZnPNB83mnXorZ2Zxj+IV1Oe3MXftUkaVx57W0tphOd5N2tnVJ58vDk6tzxpLVn89Ze7F+w9cVWR5blfM8/crTP5LSzitfyDsX/Af+4t9Kaefyl3Lm3f6bn/n+Istbv+/tKe00tuSsmft0I29/u/GtfyylndmFxIE7ybrZnOfpTlI/2Uh83Yqka0x+/ul9Ke3c+1TedQF7X/k3Ke3c/c4/UaRJOnxLeksWq97IOWca5h5/a0o7M0mPbfZW3jnqt6/Pm5+eRCqDAAAAAAAAAAAAAAAAAAAAAAAAAEANFPwDAAAAAAAAAAAAAAAAAAAAAAAAgBoo+AcAAAAAAAAAAAAAAAAAAAAAAAAANVDwDwAAAAAAAAAAAAAAAAAAAAAAAABqoOAfAAAAAAAAAAAAAAAAAAAAAAAAANRAwT8AAAAAAAAAAAAAAAAAAAAAAAAAqIGCfwAAAAAAAAAAAAAAAAAAAAAAAABQAwX/AAAAAAAAAAAAAAAAAAAAAAAAAKAGCv4BAAAAAAAAAAAAAAAAAAAAAAAAQA0U/AMAAAAAAAAAAAAAAAAAAAAAAACAGij4BwAAAAAAAAAAAAAAAAAAAAAAAAA1UPAPAAAAAAAAAAAAAAAAAAAAAAAAAGqg4B8AAAAAAAAAAAAAAAAAAAAAAAAA1EDBPwAAAAAAAAAAAAAAAAAAAAAAAACogYJ/AAAAAAAAAAAAAAAAAAAAAAAAAFADBf8AAAAAAAAAAAAAAAAAAAAAAAAAoAYK/gEAAAAAAAAAAAAAAAAAAAAAAABADebqaBRG1etvXEppZ9uG/3WR5dde+zsp7XzDhj+d0s7l+ReKLHcWrqW0c2/+6ZR2Xri2usjyqcaVlHb+i7e9M6WdZ95xtcjyLW/5REo7f/cT21La+W9/998UWZp3Xy1Gyezad6S1tXAv5z3wh7fmPEe/8nLOfhv2fU/Oe+Dbrq9LaefXL39zkWXDyzdT2vnVl9cXWZrN+yntXL3/2yntvH/uu4ssn5r5zZR2ds5+XUo751b/epHl31/720kt/ZdJ7TCOZlZvSmmn0VhVZLk2//GUdrbNfm9KO5dm87LEB2dycuAv3z2X0s6vNvPy5PnPXk5p5/E1H0xp5zc/8/4iy595ej6lnY+88mRKO5dfO1lkaS7cHa2+ZCZvymrh3usp7TTn76S0M7vuXUWW7133oynt7Nn6xZR2/tuPv1hkWVMkZdzG6N3vJOu99ObdnLmJ0Gjk7HMbH8uZC7izkDfmvnnvQlpbTKfGqidGbmx7Zf53Ryon/9rsG8Xo5eR/l9LOrzRvFFn+9Wd+J6Wdx9bkzLv9+me+psjybFJO/p1rOfvbi6OYk1dtSGlnonNy4nx5Vk7e9/6cnPyXfu/TRZbVxdrJzclJ+9vNu58qsjRmcs4tbly/I6UdOZlRs5B0TilzruTzzZys/C0z357SzitFzrnAsHFVTuZ64/5sSjurZxaKLL9x815KO1+3Jmd8e+GLOdktXLuVc87kwzdycuBHE7PyzOq35DSU1JesWvdVRZZ7b+ac55i//YWUduYey3tsX7XqO1Pa2fXenDVh//hTOedLwlsb70lp59XGx4oszUbO8VJR5OwnM4nncWfWPJXTTmNNSjur1m4pstx6/TfS2mJKJR1zr1q/tcjy+YWcdVzbZ3Ny8i83f63I8r61Obn0zeL7Utq5WnypyPIvX/snKe1sX5szV/bznynS/Kn3v5LSzoUv5GT3305ay9+ykDNuN1ZnzSnnrZ1fuJczN9W8/+bIHQN8z5o/lNLO127OOWf273N2kVSNmZzclvkeKBZyxoDb9/P67sbsmpFae/HeZt66uY/cPpvWFtPr3ju+PqWdVZ//aJFlfsO7U9pZWJtzrvv1u3nzrndv5JwP/vyP/EBKO/+Lv/9/K7Lce/vXprTz4T+QkwE2/o0/X2T55L/6xZR2/szF/ymlnXub8zLX/HzO+eBG3gnqkZsLWFjzeEo7c69+rshy64mcfvL/9M9z5l3/7xvyrn0u3v7enHaefHvinPLMSL2/V93KW6OQNVbOJ613vrD/J4ss3/azR1LayTmLyziaS9r1Z26/ltNQnJlak3MO7/6m96W089KrOTki7JjLWRP4vqRjidfv5swnhk+9mnNu8m2P58wprv4Lf6PI8uc2fCilnf/mZ74/pZ13/5+/p8hyI+ntvWltzkjy5r28nPz4qpwObk0jZ81UI2n+Prz59//7lHbWfPf/PqWdP/L05iJL4+kfKkbN/YVmTkMzOUeUd9a9rcjSSNrlNn8uZ03wl37uVJHlrf/F/zanocdyxoBRM3or+QEAAAAAAAAAAAAAAAAAAAAAAABgAij4BwAAAAAAAAAAAAAAAAAAAAAAAAA1UPAPAAAAAAAAAAAAAAAAAAAAAAAAAGqg4B8AAAAAAAAAAAAAAAAAAAAAAAAA1EDBPwAAAAAAAAAAAAAAAAAAAAAAAACogYJ/AAAAAAAAAAAAAAAAAAAAAAAAAFADBf8AAAAAAAAAAAAAAAAAAAAAAAAAoAYK/gEAAAAAAAAAAAAAAAAAAAAAAABADRT8AwAAAAAAAAAAAAAAAAAAAAAAAIAaKPgHAAAAAAAAAAAAAAAAAAAAAAAAADVQ8A8AAAAAAAAAAAAAAAAAAAAAAAAAaqDgHwAAAAAAAAAAAAAAAAAAAAAAAADUQME/AAAAAAAAAAAAAAAAAAAAAAAAAKiBgn8AAAAAAAAAAAAAAAAAAAAAAAAAUAMF/wAAAAAAAAAAAAAAAAAAAAAAAACgBgr+AQAAAAAAAAAAAAAAAAAAAAAAAEANFPwDAAAAAAAAAAAAAAAAAAAAAAAAgBrM1dEojKrGTM5b/pXGtSJLs3k/pZ13zq5Oaec9c7+/yPKXvvm3U9r5pat3Utr5333tm0WWv/WxLSnt/Nh7PpHSzm+/vqnI8qH7Oe+lTatz3tub1m0vsnzHk+9PaedfXvt/prSzYe2Hiiz/1dZ3pLTzvW97OaWdN5LeR+Gl38l53datuZnSzrvX5zxH4bduvDelnW/ckNNPhkt3cl67hYW7Ke18auE3iyx35q+mtHPu1t9LaaeYydtPmsVCWltMr1Wr35bSzvq59xRZrr/+KyntvPTEN6a0s3fDdxRZbt3PyUo/tvZ7U9q5u5B3P4B/Mf9KSjvrG0+ltPPZhY8WWf6HFz+Q0s7rxeWUdhpz64sss7M5fcD9W59NaWdu3fuKLDNzOcdLjcZsSjvz928UWZ5aey+lnXWz8ynt3Lifc4wbHpt9V0o7G9Z9c5Hlxr1fzGmouTBS+1umG7d+faSeI8gwl5ST1829s8jy2hv/KaWdzz7x9Snt/PiGbyuy3E7KyT++7rtS2rk7n5eT/+n9T6e081Tjq1Pa+Xzzd4ss/8OLOfPlN4rfGcGcnDPvev/Wp0cuJ8+uektOQ42c/WT+Xt65t81rcvqS1TM5meT6/bz9bZJzciPpXoVyMiyfVTNPprSzdtXmIsvr9z6Z0s5nV+WcU3pmw2NFlpfezOkn3/P47ZR2Xr+7qshyvfhiSjsX7+TkwBvNzxVZfu9GTp586c3zKe00ZtcUWebmnkhp5+7NF1PaWb82Z/4+rNmQk5WbzZx519v3XiqyfOv6tSntvHI7Z43Cb9z5Z8WovSc3rPnaIsuN2znrHZr3c9a83bqVd2zSvJezTfeLnHMvzbkNKe202rL+giGtW7s1pZ01M3nv6xtvfDilnVfX56zl/On3P1NkufjFnJz8wTU5+fbzd3LWA4ZXV30qpZ03i5x1fJ9t/l6R5Wc/kTOn/MXmR0dvTjnpGPfemznrSlatz+mTMs+ZzczkHJfcS5xTzjpW/sCGWynt/L++mLe/zc7kHAM8vjYvJ792P+dcZ9FMmlO+nXfM1ZzPOVZ6/e6VlHY+MfdqkaXRyJtTYHqt+kLONWb335pzfUloJp3rLH75VEozP/OH/mqR5b++mpOVvuovpDRT/NadnLmy8PU3cvru7z79synt3H9L3nvyq7/p+1PaeXMu5/xE3hUvRdG4n3NsspB0De3M3ZxrzEJjIef93bifk0ubSc9RmPm54ynt7PrGn0xpZ/atOddOhFsbco7hV+UtL0t7XzZTWimKxr28/aT5WM56/rWfzxnfvunZvPmp+aufT2kn7+wr4+aJRtIYuTZnDUd4/U7OuZK3fDZnn33+2w4WWbZ96t+ltLOQ1Nl+4Km8dSUb1uScd3vHl34jpZ17T/6+Isv/49P/MqWduxf+bUo7jfmc/TY8vjpn/i5LMytIFEVx835OX7J6Jue9PTebV17ryd+fkyX+zTfmXK/8wx/7B0WapPfkvbfnXKsSFpLemKtnGintzDRy2glZLc0/lXONwVv/5H9VZGm8nleTZRIlHkoCAAAAAAAAAAAAAAAAAAAAAAAAACUF/wAAAAAAAAAAAAAAAAAAAAAAAACgBgr+AQAAAAAAAAAAAAAAAAAAAAAAAEANFPwDAAAAAAAAAAAAAAAAAAAAAAAAgBoo+AcAAAAAAAAAAAAAAAAAAAAAAAAANVDwDwAAAAAAAAAAAAAAAAAAAAAAAABqoOAfAAAAAAAAAAAAAAAAAAAAAAAAANRAwT8AAAAAAAAAAAAAAAAAAAAAAAAAqIGCfwAAAAAAAAAAAAAAAAAAAAAAAABQAwX/AAAAAAAAAAAAAAAAAAAAAAAAAKAGCv4BAAAAAAAAAAAAAAAAAAAAAAAAQA0U/AMAAAAAAAAAAAAAAAAAAAAAAACAGij4BwAAAAAAAAAAAAAAAAAAAAAAAAA1UPAPAAAAAAAAAAAAAAAAAAAAAAAAAGqg4B8AAAAAAAAAAAAAAAAAAAAAAAAA1EDBPwAAAAAAAAAAAAAAAAAAAAAAAACogYJ/AAAAAAAAAAAAAAAAAAAAAAAAAFADBf8AAAAAAAAAAAAAAAAAAAAAAAAAoAZzdTQKk17j8oMzbyuyfDqpnXNX/3ZKO1s3/kSR5ffe2JTSzokXV6e0s2vzuiLLD7339ZR2fvnqW1Pa+a2rTxRZPv3m70tpZ6aR0kzx/Y89ndNQURSPr76d087dbSntfEPj64os2zZ/KqWdX7uxOaWd73zqC0WWf/X5r0lp54m5+yntPJ7UTviGDZ9Laefb3p7Xv/1/XlmV0s4Prv/+lHb++Ws/V2TZsPZDKe282ciJ0LONx4osN+9cTWuL6XXv9mdT2pl9fEuRpjmf0sxCkdPOK7dzcml49X5OWPqd5m+ltPOexgeKLN8ytyulnU8Wn0lp59bdrKOuovh046WUduZv52SlZjMvlxR5b+8Uq+eeSmtr1UzO8dLt+VdS2vn+J/9IkeWJpGOcv/Wxd6S0c/eNf1JkWfXkhpR21s/kHHeHxlxO7n7isW9JaeeNO58osjSbd3LauZczXwKTmJOfeCJvjqtoNkcqJ798KzEnz+c8tt9ufiSlna9q5MwlhG9b9QMp7Xy8eDGlnZt3ctoJn27kzHHN38rZ35rFQjGpOXnV3Ka8tmYeT2nnzvz1lHZ2PfnHiywb1txKaedvf+ztKe3cfSNvjlNOXpqcDMvn1hs5mes9G/LWKLx6P2ebbq96M6Wdm/eeLLL82v2c+dK3v/rOlHZmi5zs3pK0tuBWkdPf3rqfd65786r3pbTzxGPflNLOa6/9SpHlXpH0PDVz8vu2mZwsEX7x1tmUdmZmcnLSH1r/I0WW73hHzjz3scs55ycW7nypyNJYlbPe5db8y0WWRtLags1Pfm9KOzdu/2aRZSbp+HT+btLznfRcQ4bbd3PmuN6+NmfNXLg+n3N8+2rjtZR2fudqzvxG+O17r6a0c72Zsxbg6SLvdfvxDd+W0s4vvHEjpZ2b93PmgcNLsznnuW8l7W8Ld3PmOEfR2rm8ax7mirUp7dxZyHlPfue6HyuyvH4355zZqcs58663buatvVj72NemtPPYbM58eWjM5qydfWLdN6a088btjxVZmnM5j+3+naQ1anfzjrlWr0s83830auRc09f4yPNFloVv+cGUdma+48dT2vmZ//43iiy3k9aWvHPmZko7b1+fd+z+d7/6j6a086c+mjPmzr6WN6c8//GLKe2smcu5Lmhh548WWZprHh+lUwrFzM2844CFJ3OyUuNezv72ylzOXGn44vf++ZR2fuTxeyntNO8nnp9Kci9xmdKapHMmzdmcBU93n3x3kWU2qZ177/j6lHbW/NB7iywv/82/lNLOu7//J1PaYfzMXsu55mnhbR8ssszlRPeiuTmnH/k/XM1ZCxJmXk5aW7Z2Y0ozW3IiUsv/+z3bU9p59iP/OKWd5kzeMcBnH8tZezHzPc+mtLN5NmtkK4q5pGsD55POl16+njN/H7Z/PGft7KoP5ry3X96Y10/+if+csybsH5z+36S0c/8dOfPALTM5g8C6L/52kWX+rTk1We4mZfdVSeNkuJt0/UzxeM5x6Z2s7Yn3wG/8h5x2vu57ikmU+DYCAAAAAAAAAAAAAAAAAAAAAAAAAEoK/gEAAAAAAAAAAAAAAAAAAAAAAABADRT8AwAAAAAAAAAAAAAAAAAAAAAAAIAaKPgHAAAAAAAAAAAAAAAAAAAAAAAAADVQ8A8AAAAAAAAAAAAAAAAAAAAAAAAAaqDgHwAAAAAAAAAAAAAAAAAAAAAAAADUQME/AAAAAAAAAAAAAAAAAAAAAAAAAKiBgn8AAAAAAAAAAAAAAAAAAAAAAAAAUAMF/wAAAAAAAAAAAAAAAAAAAAAAAACgBgr+AQAAAAAAAAAAAAAAAAAAAAAAAEANFPwDAAAAAAAAAAAAAAAAAAAAAAAAgBoo+AcAAAAAAAAAAAAAAAAAAAAAAAAANVDwDwAAAAAAAAAAAAAAAAAAAAAAAABqoOAfAAAAAAAAAAAAAAAAAAAAAAAAANRAwT8AAAAAAAAAAAAAAAAAAAAAAAAAqIGCfwAAAAAAAAAAAAAAAAAAAAAAAABQAwX/AAAAAAAAAAAAAAAAAAAAAAAAAKAGc3U0CqNq4/odKe3MNIqJ9dL8R9La+q8/tiWlnVfmL6W0867131RkeenN1SntPLn6fko76+Zy2glv3ptNaefH3vtSSjs/+u7bRZZfeuVdKe08dmNzSjsf2vRmkeWDT3whpZ1m850p7XzwHZ8osvyLz78npZ1vfsfVlHb+5u+8v8jyMzffkdLOhiKnTwqbV31tMUoW7l5La+v1mSsp7axbldOXvPbqL6e0A2lm16Y0c+32rxWj5nO3fyGlnc/PrCuyLMwn5YBGTh3/37r/n4ssf2TTn0pp59NJufTxNR8ssrz22q+ktPPYE9+c0s6tm79TZGk0VuW0k3RviQ/MfGuRZdNMzmN7at18Sjvf/a5Xiixnr7w1pZ1PFS+mtDO7LicnhVt3PpnT0JoizczcppR2Xr/5GyntLNx7NaUdYHGNucdS2rlx+zeLUfP52znHpV9MzMnz86+ltNNo5AwAvzWf97r9yOafSGnnyp3VE5uTH9/wbSntvPlm3uvWSHp/N4qccfuDM99eZNmQlJPfmpSTv+fdeTn5zOXJzck371ye3Jx8K+cc5cLd6yntAEtbvT4nT3zq/q8WWZpJ8643mznnFf/jzZw5zvDy7Zw53Htrf19KOzfnv1hkWTXzeDFKZpKOJ8Jn7+Qcdz255gMp7ax5PO9c8P37N3LaSZrjWpN42+NvWvOjKe1821N3Utr5gXd/qsjyrz6Xk5UfL3IWz61/YluR5ebN30ppZ91jX1dkmZ1dn9LOq3d+O6WdhdtfKtIknaPMsnAn8bHBsJoLKc18+s4vFlkaszn55nN3P5zSzj+5l3f5wvz86yntNBo52/TrC3lzk1vW7S1Gybq5nLWO4fU3ctaFb37iu1Paud7MyW2Z5yey5pS/sbG9yLJQNFPaed/jOXPKP/H+pDUFRVEc/8hXp7TzZvNeSjur1+VsT7hzO+d5ml2Xd6w8O7cxpR1zyktrFnn92+3XP5rWFtPr/uac/q2x4d1FlpnbOWsUZm7ljN2bDvx0kaaRdC1WUlZu3LtVZPmJz76Q0s7CQs61ePeT1uCHucffktPOtZwMsPDq54os97P23aTj7pk3cs4FhdeffF9KO489mXNN319Z/6Eiy99IWqv+2v/4l1Pa2fTjf7rIMvPYUyntzCZea96cy1kX1kjaT2ZHbB64JWmbFtZtKLI8dehn09piOl3flHO98ur5nLmbsH5Vzr728mM514bfeiOvhsK735rzfK96M2ebrt3L62vXz+a01Xzl0yntrJ6/W2RZtylnjdLG5s2Udq7fzbm+IDyxOueYa7aZ857cuinv+Gb2Q9+V0s5vNnPOT3z9pX9UZNm74w+mtLPmrT+c0s5riddzrE+aU8yaBwqzSQWe5hdyxsqFZt5BwNyIFa9anXmA8wf/y7y2JtAIHm0BAAAAAAAAAAAAAAAAAAAAAAAAwPhT8A8AAAAAAAAAAAAAAAAAAAAAAAAAaqDgHwAAAAAAAAAAAAAAAAAAAAAAAADUQME/AAAAAAAAAAAAAAAAAAAAAAAAAKiBgn8AAAAAAAAAAAAAAAAAAAAAAAAAUAMF/wAAAAAAAAAAAAAAAAAAAAAAAACgBgr+AQAAAAAAAAAAAAAAAAAAAAAAAEANFPwDAAAAAAAAAAAAAAAAAAAAAAAAgBoo+AcAAAAAAAAAAAAAAAAAAAAAAAAANVDwDwAAAAAAAAAAAAAAAAAAAAAAAABqoOAfAAAAAAAAAAAAAAAAAAAAAAAAANRAwT8AAAAAAAAAAAAAAAAAAAAAAAAAqIGCfwAAAAAAAAAAAAAAAAAAAAAAAABQAwX/AAAAAAAAAAAAAAAAAAAAAAAAAKAGCv4BAAAAAAAAAAAAAAAAAAAAAAAAQA0U/AMAAAAAAAAAAAAAAAAAAAAAAACAGij4BwAAAAAAAAAAAAAAAAAAAAAAAAA1mKujURhV11/7xZR2zs98uBg1s+vek9LOE7PvKkbNN8/+gZR2fumlRpFl/dx8Sjunrn4spZ2ni68psvzFb/h8SjsfesfvprTz+et578nzn3kqpZ3/5VvXprSz8y2vFlm++gM5z/edj61Oaec/f+YbiyxrZhdS2vm5z747pZ0db8973b74ybektPOjT79cZPk//tYLKe3cnH06pZ2vefIniizvX5Wz7/78q//flHbWPfFNRZbbb/xWWltMr4U7V1PamZlbX2RpzKxKaecb1vxISjsvNT5dZHnl9f+Q0k5jNqdvm1m1qcjyq/c+kdLOG/c/m9LO/XuvFGmS3pPvnPn6lHZmHv+GIsvHXz+V0k6zyMlun228WGQ5/HU5/dKXbq8eqXwbPl7kPE837ue005hZU2TZsmZXSjtPFo8VWX69+Gcp7axe+96UdubW5c0F3Lz98ZR2mvdeT2lndu07iiz3b+WMJ0yvrJzcmF2X0k6rraRM8vVrfzilnS8UnymyXH3jF1Laac6mNFPMzOXl5F+4czmlnTfufyqlnXuJObkxm5MB3tf4UEo79x7/monNyZ9p5Bxvhb/4dU+ktPPSrZzj0tUzeTn5E8WnRyonz8zkjQFfveYPprSzsXi8yPJrzX+S0s6aNe9LaWd27QeKLDeT+u7m3ZzzCnIyo+bum783UlkirF33wZR2NjZyziu+PJ9zDjfMzW1Oaefm/BdT2rl3P+dYKczP3ExpZ2HhVk479/POB8+uyjkf/N7m+1Pa+exs0sFSZKWkY4qs8e3NnGU8Lc9+MOf9/X1vy8mTv/Byzrn38MnXcuZLXyteSmmn0ch7T37o8T9RjJrfvvsvUtpZs+rtKe0UT7w1p53E49ystQ6r128tsty7k/P+ZnrN3/lSSjuNmZxzk2FmdU6W3Ln6B1Pa+Wjz14osb2Tts3NPjNw80L+/fSWlndfvvThyay+y3t9f1dyS0s5bk9bgh99788xIjbW/08xbV/i3P7QhpZ3ZRjOlnbsLeVnyZvN+SjuXk/q3RiPnXGDYsj5n3dzbiieLLP9p4R9P7Jzyrbs55ycWbufkibnHvqrIcu9m3louptfC6px5iYWcoaRlzSs551+bL+fs/29+8PuKLOvmcq6hm72VM186vz7neq7QaOZkpftZa7DzLlcsGs2cN/jCupz1Lvc35JwvCY35uzkNzeYcT9x+77Yiy2u3cvLkT70l71q8LG/8jz+V0s6mPT+Z0s7CupzjkjCbtO/Ovp5z7i3MP5EzF5zVLSUOucXMnTdS2llY8/hIbU/mNjG91s3NFKPm+u2ck68bzv+tlHbe+vtz5jfCF27lzAU+tirndduQNw1U7P+5v5TSTvM9OWt5769aN3LjduPenZR2Nn303xRZbu/4sZR2Xr+f8578/Bv3iiz/09f+UEo7/+DP/mxKOz/w13+myPKTn/ujKe18aW5jSjvrEo9LbxY5a/me+OQvFVmaH/zulHZmZ0drriRcn805R/nk6pw+4F7ecv7i7nzOEcW6YjKNXgIEAAAAAAAAAAAAAAAAAAAAAAAAgAmg4B8AAAAAAAAAAAAAAAAAAAAAAAAA1EDBPwAAAAAAAAAAAAAAAAAAAAAAAACogYJ/AAAAAAAAAAAAAAAAAAAAAAAAAFADBf8AAAAAAAAAAAAAAAAAAAAAAAAAoAYK/v3/2fsTMLnK+070f6urepXUq9g3qYWwAS9oI07s2DFqGWzHSQySITeZJWNL2GS5mcwgApnc/yy5AWGTmcnkJjSYTO7MvbGRsLlZbZBY7NjxJglhG7BB3RIgdqk3qdVrVf2fU4k0Atsxy6/VperP53nqaXXT/a3T1VWn3vOe93wBAAAAAAAAAAAAAAAAAAAAAAAAgBmg8A8AAAAAAAAAAAAAAAAAAAAAAAAAZoDCPwAAAAAAAAAAAAAAAAAAAAAAAACYAQr/AAAAAAAAAAAAAAAAAAAAAAAAAGAGKPwDAAAAAAAAAAAAAAAAAAAAAAAAgBmg8A8AAAAAAAAAAAAAAAAAAAAAAAAAZoDCPwAAAAAAAAAAAAAAAAAAAAAAAACYAQr/AAAAAAAAAAAAAAAAAAAAAAAAAGAGKPwDAAAAAAAAAAAAAAAAAAAAAAAAgBmg8A8AAAAAAAAAAAAAAAAAAAAAAAAAZoDCPwAAAAAAAAAAAAAAAAAAAAAAAACYAQr/AAAAAAAAAAAAAAAAAAAAAAAAAGAGKPwDAAAAAAAAAAAAAAAAAAAAAAAAgBlQmIlQqFYNLeeG5EwcejRVm3y+OSRnZWFRivK16e+F5Dw0/d2QnOmxwRSlUL8wJGdq8rmQnO8U9qYoX3r+PSE5pzS+KSTn7n2npygj0zE9t82FUkjOW9ueT1Hqzp4KyTm/a2dIzpf/4udSlAtaD4XkfGHfSSE5+w7G7G8zD5W+HZLzSP+8FOVDbVeE5IxMh8SkfGA/9a6pF2KCyjG/3MR4f0gORCk0nx2SMz32VKo23zn82ZCcukJbSE4lq74jJKdcPBiSUyqNpShjxZeCkoohKa1NF6Yow+Mx793taX5ITmc+7n3yyebFITn1dTG/20dPPSVFubzncyE5f/aFD4bkbH065ngysyCNhuSM5PaF5ExFjbdSSrun/iIkJ1/fmaIUJw+E5JSmh0NypvJxxwGpNBkSk8s3huSUpuLmcPKNJ4dlMTdV4zi5HJTzyOEtITn5QnuqtnFy1L62VI6ZB8yMFp8NySkFzUu0N1+UogyN7QrJmZcaQnJa65pStY2TC3UtITm/csoZKcqHL7krJOd/3vuBkJy/fTJm/jbTkkZCcoZz9SE5E4Hj5P6pv6q6cXLU2G0iaI4jFzlOLo7X7Di5rrErLIu5a37rqpCcg8NfS1HGRh8JyXmm/pmQnFzguKRcitkn1RUWhOSUA8fKuVzMPGd9IWbf1hy01iFzuBgzDng2F3NMeWY5ZnybmdcUcyx4Xl3M3M0HFu1PUd7RGXP89vRozFzw94fj1iiMFXMhOU0p5hjnpekXU5Tvjv1ZSE77gnemKIWgfe50KWbdTKk0kaKUyzFzyg3zzquqNXiZXD7m78bcVT9vSUjO1GhfilKaiHmf/NrUHSE5+Ya4eaB8Q8xYojg9FJJTzsWs44wcS0ZpC5xTHhmPOXYrBB1LRK5RbG6OOZ6oa4mZm/ytc05LUX72LfeE5Hx213tDcu7fFze/NZGLOfdSDBpvTQftkzL943eH5DwX9NyOXO82EbTeLVcXM3+bKRdj1vHk6oOOJSYCr1VoiDmPy9yWK8YcS+bzMeeVM6X5MWPT8a6Y6xUbY6ZuKuomYuYTyrmYjcqVgi4wqYQFjQOD1sxN18U9J3MNMXOBxaaYNe/PHYw7xjk7xZzrLLXEvCdtPvsnUpT/8OF/H5Lz9wMx19Ce1P+lFCV3SndIzlRXzDXL+YNxx8qloEV49S/tiQnK9rkNgesdIjTEnAvIlAsx+8r8WMy6wGJz3LVB8EaNTsWce29riJvj6mjKh+SMv//XQ3Lq8nED5VOC3ktGCjHHEtOBc5MN58ec5xxrjjnP3RD4dytOxrxOxv+qNyQnf+UNKcrgWMyxUv9AzLqik+fHHd/0jcYcT7xrZcza6Z/5Ttwatajn9+Gg94D5DTH77UzTRMx46+CSd6UoY+Mx1xnn62L+bvOCjrkzTUEHJsMTMc+llvq496VC0ONdq+IeaQAAAAAAAAAAAAAAAAAAAAAAAADgKIV/AAAAAAAAAAAAAAAAAAAAAAAAADADFP4BAAAAAAAAAAAAAAAAAAAAAAAAwAxQ+AcAAAAAAAAAAAAAAAAAAAAAAAAAM0DhHwAAAAAAAAAAAAAAAAAAAAAAAADMAIV/AAAAAAAAAAAAAAAAAAAAAAAAADADFP4BAAAAAAAAAAAAAAAAAAAAAAAAwAxQ+AcAAAAAAAAAAAAAAAAAAAAAAAAAM0DhHwAAAAAAAAAAAAAAAAAAAAAAAADMAIV/AAAAAAAAAAAAAAAAAAAAAAAAADADFP4BAAAAAAAAAAAAAAAAAAAAAAAAwAxQ+AcAAAAAAAAAAAAAAAAAAAAAAAAAM0DhHwAAAAAAAAAAAAAAAAAAAAAAAADMAIV/AAAAAAAAAAAAAAAAAAAAAAAAADADFP4BAAAAAAAAAAAAAAAAAAAAAAAAwAxQ+AcAAAAAAAAAAAAAAAAAAAAAAAAAM0DhHwAAAAAAAAAAAAAAAAAAAAAAAADMgMJMhEK1ml84MyRnIj2aory749dCcv5u8I9Dcu4pjqYopemDMTlTwyE5DfOWpjjFkJR3z/ulkJyTm6ZTlIOTMb9bc34yJGf9ksdSmCUxMS0NYyE5C097JoUZiYmZeq4lJKd7Xty+5OGh1pCcnzwlZl/Sf7ApRflw4byQnCXth1OUFw/HPL8f3N8QkjOa4p5LYynmfWlBy7KQnEIu7rlUSPVhWcxd5dJ4SE6hOWbMnXl38y+E5Dw48t9DckpTB1KUXGFBTE5+XkhOaWJ/ilJoihlPjB18JCSn2Bjz3pbJpXxIzvxczP9/oeesuOfkysnlITkPv9gWkvPsoakU5V//P1eG5PQPx7zeCrlyivJiuS8kpzUfs+8ea5qfooxO7AnJmR6NycnkCs0xQeVSqjZR70vzGmMOvEcnYp7bmdbG88OymJuixsn5ptNTlPe0XF5V4+Ti5IupZsfJ43G/W3PzRSE5Q6NfDckZKU2kKLlczLzE/LqYcfLqwHHy8okVITmP7I+Z43wucJz8m38eM05+ciTmGDAfOE4eLD9bVePkw0HHyZWsiSdDcoyTXx3jZPinjY5+OySnrj5mPilz/rx1ITmPDv9ZSE7DvJhzgZlSLmZushw2DozbbzfmF4bkjE/HjN/HUtx8eXPdSSE55+di3kuWtsXNly9pj1l2eGA8ZrHDg/s6U5SvPtsRkvOmzpjz0yMTcUs8J4OG3Q2pMSSnqXByijI1L2ZcenDyiRSlUGgPySmVYtZN1NXF/N0yxWLMWrV5hdNCcobGY46VMu0tq8KymJui1s3mG+P2ke+Z95GQnAeG76jdtRd1Me8jpfHnU7XNKQ8e/kpIzlhL3PtIvhBzHHhWU8zgZnFbzHrnTFPhzSE5jw/EnHvvH45bX/7vv/TBkJy9QWsvJoq5FOXJ0kMhOR357pCc4aDzLplSoSskZ7I4mKLk62PmATobLgjJ2T/2rRSmLmbt9IKmC0NyRif7U5SOxreGZTF3lfMxr5Fi3GnFlGuKGZfEzN5mOXHzrqXGmPFErhQ0nqir3cuYW559OCyrnI8ZBwz8v58OyfnOL/wfKcqZzz8QE1SKue7xl/7691KU9229NyRn4WMxr5Oxt8eM3TPFcsxOt2U6Zg3e5PxTUpTGx+4PyRl/bHuK0nBwKCTnm//2lpCcFVu3piiloLFyaoxZX5Yrxs0F5A+9FBPUfG5MDiecjqmYY+5yKXA+4cufDclpefdVITn7p2LmkzLzW2Lm3uflY+amDk3FHQM0BB1zRW1TVz7qSCmlYilmTDI9HrP/7/vlmGteMx233xWSc3Ay5tit+z//mxRlZXvMNfSTp8ccu89viDsufe5QzHPpnLaYcy9Bu6SKUmPMPnfeeMzYNlPXGLP2ouFL/3dIzuhP//MUpakQM75d0BDzJGgc2JuiFOfHnAtIKWidepWJ+csDAAAAAAAAAAAAAAAAAAAAAAAAAC+j8A8AAAAAAAAAAAAAAAAAAAAAAAAAZoDCPwAAAAAAAAAAAAAAAAAAAAAAAACYAQr/AAAAAAAAAAAAAAAAAAAAAAAAAGAGKPwDAAAAAAAAAAAAAAAAAAAAAAAAgBmg8A8AAAAAAAAAAAAAAAAAAAAAAAAAZoDCPwAAAAAAAAAAAAAAAAAAAAAAAACYAQr/AAAAAAAAAAAAAAAAAAAAAAAAAGAGKPwDAAAAAAAAAAAAAAAAAAAAAAAAgBmg8A8AAAAAAAAAAAAAAAAAAAAAAAAAZoDCPwAAAAAAAAAAAAAAAAAAAAAAAACYAQr/AAAAAAAAAAAAAAAAAAAAAAAAAGAGKPwDAAAAAAAAAAAAAAAAAAAAAAAAgBmg8A8AAAAAAAAAAAAAAAAAAAAAAAAAZoDCPwAAAAAAAAAAAAAAAAAAAAAAAACYAQr/AAAAAAAAAAAAAAAAAAAAAAAAAGAGKPwDAAAAAAAAAAAAAAAAAAAAAAAAgBlQmIlQqFYjU30hObnArszd5WdignIx21QuTaYodYUFITm5/LyQnLuWvylF2bzn9JCc+Q2jITlrTj+QopzTMhiSc8q8/SE5J71tb4pyuL8zJOfpl84JyRnac36K8tBDp4bkPDIU83r7xXP2pCgH59eH5PQfag7J+WeLv5ei/M2z54bkfPOFthRlcdvhkJxlC8ohOc2FmL9bZkFDzOvkz184GJJzsPx8ivKTDcvCspi7ihMvhuTUFWLeSzIPTv/PkJzy9FhITqoLPIQuxowDU11DSEwu8O82NvVsSE77gneG5CzLX5iiLD9pJCSnrXEgJOenumJet5lD0zHPpU1994bkFPfH/W51jV0hOQuaYp5LV3XGjAEzGxqWhOTc9nzMfMmhsUdTlHyhPSSnFDRfkmmbd3FIzsjE90NySlNxcwF1hZhjiolizFxAuRj03p1SaszFzE8xd4WNk+vjnosPHqyycXI+Zu6mKsfJDXFzLgcn+2p2nLwsapzcEDM3/c6ul1KUg9ONITm37N0aklMKHScvDMmZ3/Tmqhsnf7ThrJCc3uefCMkZHX88RTFOPlHHyYNVN05uzsU8l5jbyqWpmKBcKSYnpfTY6JaQnHJ5OiRnauqFFCZoLUe+PmYMkM+3pihR8wmL6mPGyhc0xJ2f7G6POfd6XlvMc6mjPuh1m1KaLMeMJ+59Kmb9zVcnv5DClGP2S6vGPxiSc2HQ8yjzprbxkJx7hmPGN93pbSnKY6X7Q3Lq6uL2AYvyMWPlwXzMPmCkuC9FKRZj1k1ECZvnquzfqut348RTmthfdesTHhi+PSSnXJyouvUJ5SqbU65rOjlFOTgVs3b2ggX/LCRnSUPMY5S56KThkJzOoLUXJzfFrZ3Pp5h1k19/Lmbu5nMDn09RCvUdITknFd4SknPFSfNTlAvyMdcY3Ppcf0jOdCluPNKQj1k7XyrHHU/Orz8zJGdoOmaterkUN5aMej8plmOO3YqTcfPl0w0x28TclitOVtVrLVOMeetO9UGn3nITcfNAqb4pJKYcdGySPxg3X15qiRmXDPyX3w7J6XxHzBxQZuDr3wzJefhPvxaSs/msuPmkibe/LyTnwWUx5wL+aNdtKcrJP/fhkJzyRND77ebfj8lJKTVddUNITrkYs6NsfCRm/U2mNBYzpzD20lCKUv/BnwrJ+cnbY9bOF0fjxpNpXsw2FQZi9kvjnYtSlEMtp4XkxJzF5UQ02RLz+silOOU1G0Jy6oI2akHcspLUELRGZayYqu7vNtkUs9btpMMx+/9iinluZyZvvCYkZ+za/ysk583/Mu4cztO/FTOH/8Hf+U8hOSO/e2uK8s+vixknPVWMmQs++W8+maJ8988ejAn6yy+GxHzvQNzc3UVTu0NypjvOTlFGJmP23eV3xLzectNBE0qVHo2YnMlSzDYV5sWcU8jkJoPO46aTUi2KW8kPAAAAAAAAAAAAAAAAAAAAAAAAAByl8A8AAAAAAAAAAAAAAAAAAAAAAAAAZoDCPwAAAAAAAAAAAAAAAAAAAAAAAACYAQr/AAAAAAAAAAAAAAAAAAAAAAAAAGAGKPwDAAAAAAAAAAAAAAAAAAAAAAAAgBmg8A8AAAAAAAAAAAAAAAAAAAAAAAAAZoDCPwAAAAAAAAAAAAAAAAAAAAAAAACYAQr/AAAAAAAAAAAAAAAAAAAAAAAAAGAGKPwDAAAAAAAAAAAAAAAAAAAAAAAAgBmg8A8AAAAAAAAAAAAAAAAAAAAAAAAAZoDCPwAAAAAAAAAAAAAAAAAAAAAAAACYAQr/AAAAAAAAAAAAAAAAAAAAAAAAAGAGKPwDAAAAAAAAAAAAAAAAAAAAAAAAgBmg8A8AAAAAAAAAAAAAAAAAAAAAAAAAZoDCPwAAAAAAAAAAAAAAAAAAAAAAAACYAQr/AAAAAAAAAAAAAAAAAAAAAAAAAGAGKPwDAAAAAAAAAAAAAAAAAAAAAAAAgBmg8A8AAAAAAAAAAAAAAAAAAAAAAAAAZkBhJkKhWpVLEyE5C9svTVEaUlNMULkUEpOra0jVZnFTT0jOIyNTKcqHzn4xJOfhofkhOV97qT1FOemMwyE5X3r+/JCci6eaU5STFz4bkvPM4ZjH+83t+1KUx0e6Q3KeGIx5Tn6x8awU5dsvtYbk3PKOL4XkLHzfUynKr770SEjOsgd+OkW5++nTQ3LeddpQSE7fwaD3yZTSfc8tCMl5YXxbSE5xPGaflHm0PWYfABHqm84JyyqVxkJypqaGQ3IaW85NUabGn6yq44CW5jelKI11MWOlQqqvuv/TQV2uHJLzxOC8kJw/fCru+G1wImZc0tR4dkjOdH1HSE4la2owJOfg4YdCcp5peEuK8r2pQyE5P7fgwpCclwrLUpTnp2OO4R8+3JuiNOdi9m+nN30gJOepxpjXbWZ0/PGQnKmp/SE55dJ4inKo9HxYFrwR9YFzJVU3Tm5elKJMje+rrnFy09IUpaEuZl6iIc2runFyLihn91BLSM5/ezrmWCIzNPW9kJzG+tNCcqbzMc+jTHF6uKrGyfvq35qifGf6pZCcD7fGjN2fL6xIUV6IGieX48bJjbmY5+Wbg8bJTzZ8O0U5PP5ESM7U5HNVN04eLj0dlsUcVpoOiSnMixsrN+Rj5pRGp7aH5NTXn5KiTI7tCclpKHSF5BRyMWO3zNJczHvuOU0x87fz6mOe25nJUsxo+U+fOCkk59FSzHM701wX81xakAar6vWfmZw+EJLTn2LWFsw/GDPvnjmlOWbt3PvbOkNymgox25O5rOEdITn/+amvpyitQesC21PM3MtAPmZfktlTjFmDc7j4QkhOOcXMBWUago5xmLuino9N885LUcpB86UThx4NySk0xqxPy0xPxKy/yqV8SM68xiWp2hxIMeudT5mOG5O8NBaz1uG50caQnN8Z6EtRxidjznM0BB1P1uVjzilErr14sRwzf7d78H0pyhPToyE5H5wXc3w7Mlmouvnypw99I0U5qT1m7P6mQsx75ROFuH3AgbFvhuQcHvt+SE4qF+POK6XJsCzmsHzMGKAQNDedyR+K2U8WW4POBzfEXM+TqQs6kV83HXN+qtzclqJMBK0v7vg3fxCSMxk3LZGG3nJ5SE7P+78SkrP83AtSlKZ8zJPyQ6OPheTEnXlNKehXS3Xf+FxITv7KG1KUwkDMNQ8Hgs4Hdp0V95w80HhqSE7nip9NYb71FyExU0FrSwpBOZnS4pUhOVNdMfPlMTNB/6B1MuZ4OQWtC+TEE7X+sv5wzDnOzFhTzLnAfNCbZNR7bUXQfPnhqZiN6myK2yPtHow5dn9yKGZuamFLzHr3zFv/fcx6x81nxlzzdNUzMetmK/7Dn4bE7A1JSam9HLP2JjPaGHMNVm4sZo5r3ntjjrcyz678REjOolLM4/3cwbi1F59+JOaY+/pL4sY2LfUx+9zW8Zh5oP31C1OUyaDnwNhU0PUzKc5Yy8khOQ2pNkVezwMAAAAAAAAAAAAAAAAAAAAAAAAA/COFfz/Epz/96fTAAw/M9mYAAAAAAAAAAAAAAAAAAAAAAAAAcAJT+PdD3HTTTWn16tUpn8+nq666Kj388MOzvUkAAAAAAAAAAAAAAAAAAAAAAAAAnGAU/v0Qu3fvTtu3b08f+9jH0r333puWL1+eLr74YsV/AAAAAAAAAAAAAAAAAAAAAAAAALxqCv9+hKzkr7e3Nw0MDKR77rknFYvFyteuueaa2d40AAAAAAAAAAAAAAAAAAAAAAAAAE4ACv9ehZ6enrRjx4505513ps9+9rPp4osvnu1NAgAAAAAAAAAAAAAAAAAAAAAAAKDKFVINuv/++9POnTtTX19f6u/vT+3t7WnVqlVp+fLlaeXKlam1tfV15a5du7ZS/rdixYp02WWXpS9+8Yvh2w4AAAAAAAAAAAAAAAAAAAAAAABAbaipwr9du3al9evXV8r+Xumuu+46+u+s+C8r7luzZk265JJLXtN9ZOWBW7duTeeee266++6704c//OGQbQcAAAAAAAAAAAAAAAAAAAAAAACgttSlGvHQQw+lFStWVMr+yuXyD/z37GtHbjt27Eg333xzpfAvn8+nK6+8Mn3+859/1ffV3d1dKRa89dZbg38LAAAAAAAAAAAAAAAAAAAAAAAAAGpFzRT+rVu37mih3ysL/o58LZfLHb0d+9/uuuuuys+/lvK/973vfWn79u0z/nsBAAAAAAAAAAAAAAAAAAAAAAAAcGIqpBrwyU9+MvX391f+3dPTUynv6+zsTO3t7WloaKjy3771rW+lbdu2VT4/Iiv+O+JIKWBW/pfdMldffXVau3ZtuuSSS37gPo/cHwAAAAAAAAAAAAAAAAAAAAAAAADUbOHfnXfeWSnv27p16w8t5zvWnj17KsV/2fceWwD4w8r/ent7K7fM8uXLU3d3d+WWlf1lpYBZuSAAAAAAAAAAAAAAAAAAAAAAAAAA1GzhX1bAt3bt2h9b9pdZvHhxWr9+feWWeeihhyqFgVmBX5ZzbPnfkeK/zI4dO9LOnTtflnX11VcH/yYAAAAAAAAAAAAAAAAAAAAAAAAA1Iq6VAOGhobSmjVrXtfPLlu2LN10001p9+7dlVK/a6+9NrW1tR0t+8vK/47cMtnXs9uGDRvS5ZdfHvp7AAAAAAAAAAAAAAAAAAAAAAAAAFA7aqLwr729PSQnK//btGlTGhgYqJT/rV+//mj535Fbd3d32rJlS/qTP/mTkPsEAAAAAAAAAAAAAAAAAAAAAAAAoDYVUg3ISvj6+vpCM7Pyv97e3spteHi4UgK4ePHi0PsAAAAAAAAAAAAAAAAAAAAAAAAAoHbVpRqwcuXKtG3bthnLb2trU/YHAAAAAAAAAAAAAAAAAAAAAAAAwGtSSDVgw4YNadWqVenJJ59M55xzzmxvDlWsXJoMydl/8P4UZbDhlJCcJe2/HJIzmcZTlIXlzpCcZ9LTITnffunMFGVoMmb3ubzjYEjOtmdjHuvMXz97WkjOvoPNITnlFOfAs0tDcu7obwvJ+dWl81KUhrpSSM7l3S+E5JzcMJaivK1tJCTnmYMx+9uTBvamKPvXnR2Ss+yd301R3vFXXw/Jeb5/UUjOVOnNKcqy9vqQnO/sbw/JKaZnU5QXS0+EZTF35eoaQnKmxp9MUcrl6ar63UqluPe3uvqOkJzG+lNjcupi9m2ZX2g7KyTnhcONITmPTg2mKA/sfSAoKWbsVhx/PkXJ5WMe73KhKySnFPT6zzQ2nBGSM3boOyE5D05sT1FOrYsZK53dejgkZ0HDVIryiTP2h+RsffZfpihPDM0PySkFHegOlmLeAzKFpqaQnOHDMc/vcnEiRTk8bqzMG1PT4+Sg9//I9+1qGyc318WMbTI/2xYzJnnpcEPVjZMffOpLVfXcjh0nx8xzF1pixhGRwsbJo4+E5Hx5ameKclKuOyTnrAUx8wAt9XH7yU+cfiAk595nfyVF6RuOOdeRC0lJaTjFzEtk6pvn1ew4eWy8LyyLOSxqPFmMm3edDBuXLgjJyeXi/j+shabTQ3LyuZi/25J0QYpyUXvM/u1g0DqOpw7FPEaZnSOPhuQ052Lm8EcP7UpRDgeNlQcLMesvmoKOAzNdDW8NyRkq9ofkPJTi5l1/Lh+zL1nQGDPGPbc17j3gpzpjzr93Na5MUXa8WAzJGZvOh+Tsm4xZp5Yp5FtDckrluLWKUQ4XY9ZOMXdFzbtOBs4pV9tcWS4Xs4Yrck65qT7mPTKXYvbZmY90nBuSs+9QzN/tkekXU5SvvvhwSE4p6LqAqcN7UrWdV6priFnzvqAhZq40k08xv9uB0a+E5HylELOGI7MonR+Sc17noZCc0am4fcll82NmXvsO/rMU5YmBmP1ScyHmuOSJwCFpS+OSkJyxiZi16qWp4RRl1NoLIpSC1jpMR80Ep1RqmFdVv1v9aMy5wExxQcz1M6kUs951POh4ItMy/FRIzsHWmOt5CnVRZzpTWlp8LiSnfHbMHGdbQ9x5jmLQusl81NqSv/3jFKWuK+ZazLo3vyMkp348bgyQG3gmJKezoSUkp+93/m2Kcscv/F5Izo1nx10blpYsC4mZ+Pu/DMk5/BNXpihRe8r5IzH7yenWmNdtplyIO7fI3BQ1lBhtiusZmAx6444aJwUOt9J0UL1Oe9BLf+9w3Lng84v7QnIWnBIzTh6bimuIODwdc1zy09/7ZkjOVMzmVJw6L+acybwXYnoGypNx650nOmN6BhryMTuBQwvflKJMD8Wswx/4tZjxVt81/y1F+btvxHT7vOvchSnKzyyKWTeVPxAznzDvrJNTlOaJoZCcYn3M+qtyfcxakMzYRMzOsi3VprgZlzfg0ksvTVdeeWX61Kc+lfbufe0nJpYvX54WLVqU1q1bNyPbBwAAAAAAAAAAAAAAAAAAAAAAAAAnZOHf1q1b01133ZWuu+66tGTJktTV1VUpAPz0pz/9qgsAe3t70/bt29Pdd98949sLAAAAAAAAAAAAAAAAAAAAAAAAACdE4V93d3cql8tHb4ODg5UCwKuvvvplBYCf//zn08jIyA/N6OnpSddee21au3ZteuCBB4777wAAAAAAAAAAAAAAAAAAAAAAAAAAVVf4197eXvmYy+WO3jKvLABct25d6ujoSEuXLk2f+MQnfqAAcNOmTemSSy6plP8p/QMAAAAAAAAAAAAAAAAAAAAAAAAgzfXCv+7u7qP/PlLyl91+VAFgX19fuu22215WAHj99ddXSv4+97nPpfXr11dK/2655ZZZ/K0AAAAAAAAAAAAAAAAAAAAAAAAAmMuqovCvs7Pz6L97e3srtw0bNqTFixf/yALAY7+eFQDefPPNlZK/rABwx44dla9v3LgxXXzxxenhhx+e1d8PAAAAAAAAAAAAAAAAAAAAAAAAgLmnkKpAe3t75WN3d3dav3595d9HPg4PD6dt27alrVu3Vj729/cf/bms+O+IrODviJ07dx4tBdy+fXtavnx5WrduXfrIRz5SKQVsbW09jr8dAAAAAAAAAAAAAAAAAAAAAAAAAHNRVRT+LVmy5Gjh3yu1tbWlK664onJ7LQWARz7PSv+y25YtWyq3TFYAmBX/rVq1SgEgAAAAAAAAAAAAAAAAAAAAAAAAALVb+NfZ2Vn52N7e/mO/97UWAB5bApgV/2V27NiRdu7cefTrWdFgVvy3Zs2aShngokWLQn8/AAAAAAAAAAAAAAAAAAAAAAAAAOaeqij8y8r2jhTvvVavtQDwleV/mb6+vsr33XbbbUeLB48UAGYfFQACAAAAAAAAAAAAAAAAAAAAAAAAcEIW/mWlfaVSKSzrjRYADg4OprvuuqtyO1IAuHLlyqMFgBdddFHItgIAAAAAAAAAAAAAAAAAAAAAAABQu6qi8G8mvd4CwGNLALMCwOx7s9sR69atS5/97GeP2+8BAAAAAAAAAAAAAAAAAAAAAAAAwIml5gv/XksB4Pbt29POnTtf9v3HlgAeKQDMbNmyJQ0NDaUvfvGLx3HrAQAAAAAAAAAAAAAAAAAAAAAAADhRzLnCv1dTAJgV/2UFgFkR4I8qAMzK/7LvAQAAAAAAAAAAAAAAAAAAAAAAAIAfZs4X/v2wAsDVq1dXbj+uAPDI9wAAAAAAAAAAAAAAAAAAAAAAAADAKyn8e40FgJn77ruv8lHhHwAAAAAAAAAAAAAAAAAAAAAAAAA/isK/10HRHwAAAAAAAAAAAAAAAAAAAAAAAAA/jsI/5pT3zvvIbG/CD/hu6amQnIH0TEjO0Oj2FOUdC38xJGdp7syQnHecNpSifOD0x0Nyvj14VkhOR9NUinLLnntSNfnM88Op2tTVd4Tk/I8n1qZq819XfTskZ99Ye4qyf7IhJOfe5xaG5OQfLKUob236VkjO5NJ5KUru/GJITuuLMfvcJ0aaU5RvDtaH5EyO9YXknNT+/hRlYPyhsCzmrnzjqSE5rY1LU5SRiSdCcprqY363wxMxr/9MfX3M+9Lh0e+E5CxbsD5FueKc/pCcW7+3KCTnmem4Y5zS+PMhOeUUM57IpboUphhzTHH4YMx7UuP8C1KUqWLMuKRp/oUhOfPrYvZJmebUFJJz854vhuSkoOd25oKOd4bkvPuUuLmA3UPzQ3IeL70YkvPSVMzxW2Z67OmYoHLccyBKLhdzHMDcZZx8fMfJhUJnzY6T156zJyTnTx47JyTnmem4uYTi2LNVNU6OVC6OheSMHXy4dsfJ884PyWnJxbz+MwvKMeO2TXv+JiSnHDhGurDjp0NyfubUwRRl70hLSM4j0y+F5LwwtStV3Ti5ChknE6Guvi0kp73pLSnKoel9ITnNLW8LyTk8+WSKks+3huSUyjHzgBe2xpxTzLQ1xmzTc4di5soeLj2SohyejHkvGRn7aqo6QWOcYmkyJCffEHNOIXOwFHOM01x3UkhOXeC5gOdHY14nA+Mxf/9nD8atB3h6tDEkZ2HgGqzT5o+H5OwdihlzD5XixreTUy+E5NTl49a7RAk9/8acVFffFZJzWtNPpigvTO4MyTmp4aKQnOcPP5ii1DecHJIzeihmPuGyzrg55Q+cGbPf/pPHzg7JebH4aIoyObY3JKdcnEjVphw0vh0diVnr0tD23hRltBSzZqa5+U0hOYVczNg20xY0V/b7e74ekrO4PmYeOPPxebmQnIsXjqQoBw7HrAt/7FDM321oKua6kMz0eMzxZDXK1cX83ZjbpnMxl7E2DwS+bhd2h+SU7v10SE75so+nKLnSdEjOdH3MvETDA3+Wonz1zetCct48rxyS01IXN19eaom5Xq3cFHNOIeYR+gd1McOSlIL2JfWnLU5R8iedEZIz3Rxz7m2iIebvn2l8Keaa5dxpMccB3/+bmHVzmY/fFLMG6/FizPXBmalfvzIk59zL3xWS01yIeuGmVDd5OCSn1BAzpxz3m6WUmxwNSoo5r8SJJ1eMmU9aMBizXiJzuDNmnNwYNFcyes5PpCgN+Zg9wNMHY84plgNHXL929gdDcjYdjJkLbi7E/W7FoCWYZyyovjVzpaCH6dDJMde8NZWrb959fkPM+dtC2EFJSu8+J2bs/sXf/JOQnAva4ubLf/GP/3VIzt/dEjMvkVn6ZMy5zuGOt4fknFQK3L81xHSyTE4H7SgDd5N5Sy/+SR4eAAAAAAAAAAAAAAAAAAAAAAAAAJgBCv8AAAAAAAAAAAAAAAAAAAAAAAAAYAYo/AMAAAAAAAAAAAAAAAAAAAAAAACAGaDwDwAAAAAAAAAAAAAAAAAAAAAAAABmgMI/AAAAAAAAAAAAAAAAAAAAAAAAAKiVwr9PfepTadWqVemGG25Ie/funY1NAAAAAAAAAAAAAAAAAAAAAAAAAIDaK/y79dZb044dO9KmTZvSkiVLKuV/t9xySxoZGZmNzQEAAAAAAAAAAAAAAAAAAAAAAACA2ij827x5c1q9enUql8uVW1b+t3HjxtTR0ZEuu+yydPfdd8/GZgEAAAAAAAAAAAAAAAAAAAAAAADAiV34t3z58rR169Y0ODiYbr311srnR8r/sq+vXbs25fP5dNVVV6X7779/NjYRAAAAAAAAAAAAAAAAAAAAAAAAAE68wr8j2tra0oYNG9L27dtTX19fuvbaa9PixYuPlv9t2bIlrVmzJnV1daVrrrkm7dq1azY3FwAAAAAAAAAAAAAAAAAAAAAAAABOjMK/Y2VFf5s2bUq7d+9OO3bsSOvXr68UAmbFf4ODg6m3tzetWLEiLV26NN1www1p7969s73JAAAAAAAAAAAAAAAAAAAAAAAAAFD9hX/HWrZsWaXgb2BgIG3dujVdccUVleK/7NbX11cpBlyyZElatWpVuuOOO9LIyMhsbzIAAAAAAAAAAAAAAAAAAAAAAAAAVH/h37FWr16dtmzZkkqlUtq8eXPq6ek5Wv63Y8eOtGHDhtTR0ZEuu+yydPfdd8/25gIAAAAAAAAAAAAAAAAAAAAAAADAiVH4d6y1a9eme++9Nw0ODqabbropLV++/Gj539atWyv/PZ/Pp6uuuirdf//9s725AAAAAAAAAAAAAAAAAAAAAAAAAMxhJ1Th3xFtbW1p48aNafv27amvry9de+21afHixUfL/7Zs2ZLWrFmTurq60jXXXJN27do125sMAAAAAAAAAAAAAAAAAAAAAAAAwBxzQhb+HSsr+tu0aVPavXt32rFjR1q/fn2lEDAr/hscHEy9vb1pxYoVaenSpemGG25Ie/fune1NBgAAAAAAAAAAAAAAAAAAAAAAAGAOOOEL/461bNmySsHfwMBA2rp1a7riiisqxX/Zra+vr1IMuGTJkrRq1ap0xx13pJGRkdneZAAAAAAAAAAAAAAAAAAAAAAAAABqVE0V/h1r9erVacuWLalUKqVbb7019fT0HC3/27FjR9qwYUPq6OhIl112Wbr77rtne3MBAAAAAAAAAAAAAAAAAAAAAAAAqDGFNAdk5X7ZbXh4OPX29qbNmzennTt3Vv7b1q1bK7fMunXrKt93ySWXzPIWM1N+dtFLITlfebYjRXnzxNkhOV8++N9Dck6a/zMpyrvPGAjJWdEe83drrR9NURZ2Ph+S85lv/URIzs7xgynKKc3vDMk5MP1oSE5T05tTlKlSzOPUme8OydmXXkxRfnVRPiRn64tnhuS8pXUkRfnGi20hOcsWxvz9z+p4JkV5+sGY5/dZw99PUcpn5kJyCo0TITlv6ziUojTUlUJyPrHg50JyvvJc3HjiO+WY8QRz24UN7w/JmU7FFGWq4XBIzujhmHFJeTpuPDmdqw/J6VjwrpCcnzljKEXZMdQekvOFQ18IySlOx/1u81pXhuQcGvlmSE7TgremKLmg/yfEWNDrraNwbopyYPI7ITld+ZhtOj2dkqI8PH1fSE6uLmaf1FI4IyQnc/0Te0Jy/uXJF6QoF508HJLTNRKznxyeuCxF+ftCzGv3/NyFITlfPxQzz5WZ17Q0LIu5yTj5+I6Ti1U2Tn7P6XFjyZ1DMXNc94waJ/84zQvenmp1nNxeWJyiDEx9r2bHybum/+Hc7xtVV9ccktNcOC1V2zj5Y6een6IsDxondwzHjJMHQ8fJMceT5+dijt+/Ofo/UhTjZCI01MfsuxekrhRlOj8ek1OOGXMXCjH7tkwuxZwPvrhwcUjOoam4Y5zioZjzk9+ZjllbMlWOO8YpFFpDckqNMa+TxoaY9QCZ6VLMedxC3fyQnIlSzBqlzNvy7w7JGUkx+6TW1JSiDE7HvN72T4+F5AynmNdt5stjMfvJC+rizr13NMTsKy8+LWbM3ToQd7y8eSjmvXJJ/h0hOY/m96UorfmzwrKYmzqb3l51cyXD9aeG5Lw09e2QnHIxZh+SKRZjxm6drTFrpy/oilvL++ALMWvLvjL51ZCcqan9KUpzS8w53MMHH6qqOe5MqTwVkjMx8VRITkOuJUWZzMU8v9vqYt5ru9JJKcp3So+E5NTXBR0Dppi1rplP9ces5V09f2GKkq8rh+Qsa4855jp19NIU5auFx0Jy3l4Xs/bia1Mx50syrYWY6yeY214YnQ7JWZTilAox8y4N3TGv2+Jk3Fg5lUtVdfFx34r/LSgppcH9MY/TSS/EXIdTPGlJijLZ1FZVf7e6ibjreaYaYuaCGwefDMmZXP6hFCX/5LdCciYaYsaT06WY8VamYTJmzFU4FDMX/O7/EHM9V6Z5x2dCcr513uUpynP/7o6QnFO33hyS0zF6IEUpNcfs3+pfijlenvrGX6QodRfGXI/N3FXYsz0kp3jguRQl3xVzDDh0VtD6hIm49Qnz6mPWhB4M2qavvSXmXFlmw8+fF5IzGPS75XMx56YzJ+dizgUMTcaMSdvrJlOUwuHBkJzhhpNDcpq//2CK8r0zYs69nNnakKrN/rGY18m7zolZW7ZkMGata+bdz30jJGfPb300RTn9vv8ckvOZC2K26d3ndKYo5409EZLT/GjMdRj5k+OuDW2+cE1YVi2KGZGcINra2tLGjRvT9u3bU19fX7r22msrXyuXy5Xbli1b0po1a1JXV1e65ppr0q5du2Z7kwEAAAAAAAAAAAAAAAAAAAAAAAA4Qc2pwr9jLV68OG3atCkNDAykHTt2pPXr1x8t/xscHEy9vb1pxYoVaenSpemWW25Je/fune1NBgAAAAAAAAAAAAAAAAAAAAAAAOAEMmcL/461bNmySsFfVv63ZcuWtHbt2krxX3br6+tLGzduTEuWLEmrVq1Kd9xxRxoZGZntTQYAAAAAAAAAAAAAAAAAAAAAAACgyin8e4Urrrgibd68OQ0ODqZbb701LV++/Gj5386dO9OGDRtSR0dHuuyyy9Ldd98925sLAAAAAAAAAAAAAAAAAAAAAAAAQJVS+PcjtLW1Vcr9tm/fXin/u+mmm9LixYuPlv9t3bo1rV27NuXz+XTVVVel+++/f7Y3GQAAAAAAAAAAAAAAAAAAAAAAAIAqovDvVZb/bdy4Me3evTv19fWla6+9tvK1I+V/W7ZsSWvWrEldXV3pmmuuSbt27ZrtTQYAAAAAAAAAAAAAAAAAAAAAAABglin8e40WL16cNm3alAYGBtLWrVvT+vXrjxb/DQ4Opt7e3rRixYq0dOnSdMstt6S9e/fO9iYDAAAAAAAAAAAAAAAAAAAAAAAAMAsU/r0Bq1evrhT8lUqltHnz5tTT03O0/K+vry9t3LgxLVmyJK1atSrdcccdaWRkZLY3GQAAAAAAAAAAAAAAAAAAAAAAAIDjROFfkLVr16Z77703DQ4OpltvvTUtX778aPnfzp0704YNG1JHR0e67LLL0t133z3bmwsAAAAAAAAAAAAAAAAAAAAAAADADFP4F6ytra1S7rd9+/bU19eXbrrpprR48eKj5X9bt26tlAMuXLgwjYyMzPbmAgAAAAAAAAAAAAAAAAAAAAAAADBDFP7NoKzob+PGjWn37t1px44d6dprr60UAmbFfwMDA5VSQAAAAAAAAAAAAAAAAAAAAAAAAABqU2G2N2CuWLZsWeW2adOmdN9991W+dskll8z2ZgEAAAAAAAAAAAAAAAAAAAAAAAAwQxT+zYLVq1fP9iYAAAAAAAAAAAAAAAAAAAAAAAAAMMPqZvoOAAAAAAAAAAAAAAAAAAAAAAAAAGAuUvgHAAAAAAAAAAAAAAAAAAAAAAAAADNA4R8AAAAAAAAAAAAAAAAAAAAAAAAAzACFfwAAAAAAAAAAAAAAAAAAAAAAAAAwAwqphu3duzf19/en7u7utGjRotf0s5/73OfSb//2b6c1a9ak6667Lp1zzjkztp0cP/lcTE5zoRgTlFJ6aXw6JGfTWz8UklMuBz1IKaWnDsXsYi5ftC8kp/2MF1KUcinmcdo69mhIztj0cynKovp3huS0FmJy9kx/NUWZHNsbktOw4IKQnGeLD6coX973npCcs1oPh+Sc1NiUotz4k9tCcl4aPjkk5zsvLk1RVp4T8xwYf1dritLYdzAkp+nckZCctR/+Uoqy79bFITlPjS4Myfn7XHuKcmqhISyLuevc5pg++C+PP5WijI4/HpLTPm9lSE59int/OzDxnZCcS5pi3pfK5UMpyuB4fUxQLuY5WS6OpyiHx76fqsnYwbjxZJS6xq6QnJfGv5mitDTGjAHeXjg1JGd4Ou64uzEfMy45K3d+SM4TU3Fjt3IqheTs3D8/RekolENy1py9PyRnyfzRFGXqkQtDcs5ZEHNM2Z9WpyhdKeZYkLlraXPMfvtL48+kahsnd8z7iZCcQgoa/6WUBiZj5kvf23ReSE45xcyTZIyT5/Y4Od8Y8360f3xHqrZx8oX500JyhosxY61MYyFmnHx2LmaMtHv671KUUmkyJOfrL65KUU5rjBm7v+eMgaobJ5ceeVtIzlkLxkJynko9KUpr6gjLYu76hQXvCMn57uG494CTc28JyRnKxRzfHg4cTzYEzU8PFWPWqHQGnppqLJSq6thkqjQcklPJmnwxJKc8FfNcmggaS2RKQduUmxdznqNYjBsD7M7HHONcVBcz79pYF7efPBizC0iloPnbqJxMMcUc5x4oTqUopwT977jPbon53d7Z9VKKcvCRnw7JObllIiSnOX00RVnUFPe8ZG66dP5ZITn3H4pbE3p4Yk9ITntTzHFyV33MPiSzL2gNZk9LzFzZ+HTMfi0zXYp5I8nXxRxLlIsx8xuZ8XLc2qIIoyPbU7XJN50ekvPS6FdSlJbmN4XkvDV/RkhOXS5unHxgOmYt59l1MeennirHnAvMTJSGQnL2HIr5u2XOb4+Zd1l+Usxx6duWxFxfkPnUd98cknNyS8xjND24JkUZTnFzCsxdZ++LeV8qnhEz55Kpmwx6vZ0XM8bNfeNzKUq+K+Y8bun0mMf7wOG4dZNvWtgSklPcGzN/mzpjjgMz9VMxz8lyQ8xjVG6cX3UXspdaYs5zBi5RSOPnxJx/L5diNqrxr/8gRcmd9tquy/9RpjvODslpXrwkRWnojjmveHFn3JNp23veH5Iz/w9+KSTnN056V4ryX+/7jyE5xYveF5LT9+d/maIs+eMrQ3JquvCDf1p7zHUqB86MWROc+c7TMdcGv/XkeSE5Zx7qT1GebOkOyam/NmZf+87VMe+1mbdc/6shOfuC3toaCnHHAOV8zDz3vLqYeffRYmOK0twac+zWHDTAHX/rZSlKdzlmm+aPxHTNFFtPSVEag4qLlow+EZIzdtbyFGV8OuZ8+bm/cU2KMnj/F0Jy3nLygpCcw+svT1GKf/Y/QnLyF38wJCc3Hrfe8eEXYuY43rm4OdWioCVF1eXTn/50Wrp0aVqyZEmlsC/7eM01r21n0NPTky6//PL02c9+tlIYeNVVV6WDB+OemAAAAAAAAAAAAAAAAAAAAAAAAADUtpor/Lv00kvThg0bUl9fXyqXy0dvvb296f7773/VOW1tbWnTpk1pYGAg3Xnnnenee+9N7e3t6YEHHpjR7QcAAAAAAAAAAAAAAAAAAAAAAACgNtRU4d9HPvKRtG3btkq5XyaXy1VuR/T397+u3LVr11aK/y655JLU09Oj9A8AAAAAAAAAAAAAAAAAAAAAAACAuVP499BDD6W77rqrUva3fv36tGzZsh/4npUrV76h+9i6dWul9C8rADx48OAbygIAAAAAAAAAAAAAAAAAAAAAAACgttVM4d91112XVqxYkT72sY9VPt+yZUtqbW1N5XK58vnGjRvTRRdd9IbvJyv96+joSOvWrXvDWQAAAAAAAAAAAAAAAAAAAAAAAADUrkKqAQ899FC67777KmV8R3R3d6fBwcG0Z8+e1NnZmdra2sLuLysP/MQnPpH27t2bFi1aFJYLAAAAAAAAAAAAAAAAAAAAAAAAQO2oSzWgt7e38vGSSy75gf+2ePHi0LK/zIYNGyqZt912W2juiWrbtm1p3bp1acWKFamjoyPlcrm0ZMmStGbNmnTzzTenoaGh2d5EAAAAAAAAAAAAAAAAAAAAAAAAgOOuJgr/tm/fnnp6eo7rfa5cuTLt2LEjzWVZmd+RYr+s9K+7uztdf/31lQLGtWvXpoGBgXTddddVSgCz7+nv75/tTQYAAAAAAAAAAAAAAAAAAAAAAAA4bgqpBmRFcqtWrTqu97l8+fL0uc99Ls1F2eN9bIHfxo0bK0V/7e3tP/C9WRHg1VdfXfmYlQNu2rSp8v0AAAAAAAAAAAAAAAAAAAAAAAAAta4u1YChoaFKmdzx1NXVdbTwbi7ZuXNnWrFixdHffcuWLZUSvx9W9pfp6elJfX19lY+Z6667rlIACAAAAAAAAAAAAAAAAAAAAAAAAFDraqLwLyubO3DgwHG9z6zE7keV3NWqrFhx9erVlY+Z3t7etHbt2lf1s1u3bk3d3d2Vf992223p5ptvntFtBQAAAAAAAAAAAAAAAAAAAAAAAJhtNVH4lxXJbdu27bje5+bNm48W2M0V69atO1r2t3z58rRhw4bX9PNZQeAR1113Xerv7w/fRgAAAAAAAAAAAAAAAAAAAAAAAIBqUROFf4sXL047d+5MBw8ePC73d99991WK7+ZS4V9WqHhsqeL111//mjN6enoqRYHHFggCAAAAAAAAAAAAAAAAAAAAAAAA1KqaKPy78sorU7lcTuvXrz8u93f11VenXC5Xud+54rrrrjv67/b29rR27drXlXPsY5aVNGY3AAAAAAAAAAAAAAAAAAAAAAAAgFpUE4V/R8rntmzZku64444Zva+ssK6/v7/y78svvzzNBa8s5uvp6XndWa8sCuzt7X1D2wYAAAAAAAAAAAAAAAAAAAAAAABQrWqi8C+zfv36VC6X04YNG2ak9G9kZKRS9peVCuZyucr9zBWvLOVbtWrV687q7u5+2ee33Xbb684CAAAAAAAAAAAAAAAAAAAAAAAAqGY1U/h38803p/b29sq/szK+yy67LD355JMh2Z///OfT4sWL01133VX5PLufTZs2pbli8+bNL/t8+fLlbyjvlaV/Rx5XAAAAAAAAAAAAAAAAAAAAAAAAgFpSSDWira0t3XTTTenjH/94yuVyaevWrZViuTVr1qSNGzemlStXptbW1ledt3fv3koRXW9vb+rv70/lcrny9Sz79ttvf01ZJ7Lsdx8aGvonC/teq6wwMMs9IvtbrV27Nh0PxX/4M75h7z97f0xQSunpx84IyTk0NRaSM16M6wH94OnPh+S8cPDkkJzS0/kU5avPvzkk54PzY363/eNvS1HmFYohOYenYx7vxw/tS1EampeE5LxU/l/7sDdienokRfly3c6QnCtLF4Tk7D3UlKKMji0IyWlpiNlP/uQ530xRHt391pCct/ztQynKoRcWhuSUSjH7gPnPH0hRuhbEZH1r4KyQnHPbD6coD4/UTI83s+ir48+E5IyV4l63uVx9SM7yuvNDch4txTxGmV/sujQk54wFoyE5A+Mxj3XmkcF5ITnNhVNDckbrY8YAmVwuZn9bmhoOyalr6EhRysXxmKDSZEzMdMxjlDk0NRiS84X890JyLpn/SynK20rLQnKmU8yEyfmFS1KUvemxkJzvluPGylsujJkPPFSM2ef+zb6TUpT+Yszx6d6hmP3k4PT3Q3IqWSkq6+NBOZxovjL+bEjORDluHiiXawzJWVZ3XkjOd0tPpSjrOtaE5Jw2v/rGyY8GjZObCjFzyodDx8kxpxtreZxcLsU83uXpsaobJ28r9IXkrJ7/kRRlWWlFSM500HnFtxZWxwSllJ4ofzck5/vlR1OUf//mmPMBI9MNVTdO7gsaJz85FLOfPDAd93eLm8G7JiyJE0/f4ZhzQc+nPSnKxYU3tp7liOWtuZCc8em4cUlXc8y8W0ox56fyuaA3ysC1BWfmYh7vocKZKUo+6Dm5f+S+kJx8fcy54H8QMw80PT1QVXPTmeHxR0JydjROheSsSHFrgtrrSyE501Mx6zhKKWaNUuZA+emQnOdzceuU3tUcMzZ9bjxmrNx/KGZOIfP4RMzz+1sTMXMBB4o7UpSHDx4KSvpYUA4nmm8einlPGk+Rc8ox+5F3FJaG5EyXY8bbmXWnXxiSM12OGScXS3G/2+7B5pCcUjlmn11XaEtRCoWY867jEwdqd065eLDq5pRHR78TkrO1Lub87S+dEjen/JaxmOs5hoox4+15qTNFOVTcG5KzLx83o/ixU2PeK4tB7ydbXzwtRXlkIuY19+WJmHPUh6bjjm/ibJjtDWAWlUdj3t8i5aYnQnLyQzGvtz/78O+lKNuHYsYlf/jCgyE5p/2X30pRFpx9SkjO5DU3heTUT0bNJaRUOBBzvdrUaW8JyYk7E5BSrhwzVio3zg/JaYg7fMsWhcTE1MXMu3/rU3+dorzr870hOaP5mGPcwRVXpij1dTFPgq7tW1KUB//4z0NyDp4VdZz7J0E5KZXfcUVIzgtjMXumJX/ymRQm6BoT5q4DrYtCclrr456LL47GHLt/58WQmLSw5eyYoOz1/xcxY8CzfnN9SE5a+hMxOSml+/fHrL1oGYk5TjqrLWa9e2Y66Hr1BTGnS1LpH7uHqmmOK2psUyzF/W5RD9OTQdeYFn/rX6YoJ93y/4TkTLbG9HqUYg5JKiaiSpk6Y+bdM7/7W3eH5Lz9P/xtSM6/2vPlFGWyMeac2VTQa7dhXtwa7JUTcee7a1HNFP5lNmzYkPr6+tInP/nJSjFfVtKXlclltyNFdVnZXPaxq6srtbe3H/3ZrNQu+9msiG779u1HS+6OLfrL/p2VB15++eVprti2bdsPfO2NFv51dnb+2PsAAAAAAAAAAAAAAAAAAAAAAAAAONHVVOFfZtOmTZWyvttvv71S0ndsad+RQr8f58j3Z47NuO6669KNN96Y5pIjZYmRji1azLyavwkAAAAAAAAAAAAAAAAAAAAAAADAiaYu1aDe3t60efPmSklfdstK+47cjnztn7r9sO/fsmXLnCv7+2FlfK8s63s9urq6fuBrO3fufMO5AAAAAAAAAAAAAAAAAAAAAAAAANWkJgv/MmvXrk27d+9OV1xxxdHSvsyxZX4/6pY58jNZTl9fXyVnLnpl4V9nZ+cbzvxhpYGvvB8AAAAAAAAAAAAAAAAAAAAAAACAE13NFv5luru705YtWyqFfevXr09tbW1Hi/z+qVv2fRs2bKj83ObNm9PixYvTXDU0NHRc7kfhHwAAAAAAAAAAAAAAAAAAAAAAAFBrCmkOyAr7ent7K7c9e/akbdu2Vcr8sjK7gYGB1NnZmdrb29OSJUtST0/PnC74+3Flf9nj9EZlj/crHThw4A3nAgAAAAAAAAAAAAAAAAAAAAAAAFSTOVH4d6yszG/9+vWzvRknhKwM8Xjp7+8/bvcFAAAAAAAAAAAAAAAAAAAAAAAAcDzMucI/Xr2hoaFUa/72kXvTFx7d9rp+9v0X9KQPXPi+8G0CAIBqMPLsA+ngcw++rp9dcNrPpNbT3xu+TQAAMNuMkwEA4Id7+tm/SPue+8vX9bNnnvZz6azTfz58mwAAYLa99Ozfpv3PfeF1/ezC096fTjr9A+HbBAAA1eA//emW9Hv//a7X9bP/7lfWpt/9V+vCtwkAAGbbJ2/8P9Mtm258XT/7b667Pl17/e+EbxMAADOrbobzOYENDAwct/uqxXJBAAAAAAAAAAAAAAAAAAAAAAAAYG5T+Mdx197ePtubAAAAAAAAAAAAAAAAAAAAAAAAADDjFP4BAAAAAAAAAAAAAAAAAAAAAAAAwAxQ+MdxNzQ0NNubAAAAAAAAAAAAAAAAAAAAAAAAADDjCmmO2bVrV9q2bVs6cOBA6u/vr5TPtbe3p+7u7tTV1ZV6enrSRRddNNubWRU6OztTrfnAhe+r3AAAgJdrPf29lRsAAPC/GCcDAMAPd9bpP1+5AQAA/8tJp3+gcgMAAF7ud//VusoNAAD4X669/ncqNwAA5o7CXCn5u/HGG9Ndd931qr4/KwC88sor08aNG9OiRYtmfPsAAAAAAAAAAAAAAAAAAAAAAAAAqD11qcaL/i699NK0YsWKStlfuVx+VbfBwcHU29ublixZkq655po0MjIy279K1RgaGpqR3KxkEQAAAAAAAAAAAAAAAAAAAAAAAKCW1Gzh3yc/+clK0d+2bduOFvnlcrlXfTvyM1nxX3d3d3rggQfSXDNTJXwDAwM/8LXsMQYAAAAAAAAAAAAAAAAAAAAAAACoJTVZ+HfppZem3/7t3/6Bor/Mka/9U7fMscV/WUFdT09PuuWWW9JccjxL+Lq6uo7bfQEAAAAAAAAAAAAAAAAAAAAAAAAcD4VUY6688sq0devWyr+PLfnLtLe3p5UrV6bly5dXCuayzzs7OyuFfkNDQ+nAgQNp586dadu2bUfzjs3YuHFj5Wc++tGPprki+32zx+aI7LF6o47NO/Z+AAAAAAAAAAAAAAAAAAAAAAAAAGpJrnykDa8GXH/99WnTpk0vK+nLiuQ2bNhQKQJctmzZq8566KGH0q233ppuv/32yudZZpaXfcwKAd/73vemuWDJkiWpv7//ZV97o0+Z6667Lt18880v+9qOHTsqRYwz7eSV14XktKdTU5Th9FJIzq+deVJIzuL54ynKz537jZCclrPfeNFkRVfg7q4uJuYP/+9fCMlZUD+doty5+5SQnIagx+i+0btSmHIpJqY8FZJTmhxM1aa17Z0hOb955qIU5Y+eeT4k54r2c0Jyfrn76RTltJYDITnzGkdTlOaWQyE5dz/+kyE5Fy7Yn6I8MdoZkvOV52OKip8YbklR7h/4o5Cc6d3bQ3I4MRXOXRmSk4saKGXvuSnmvbujLeb47a11F6Yon37n34fknP2274XkHNwTczyR+av+mOfS115oC8kZnYr7fx08PBrznHzs0GdCcsqlmHHpP4bF5ORi9gHl0mRIDq/OovZfTNXmXfMXhOTsPdSQovyL82KOTcrpH+Yu36hrv/9CijI8/OWQnKYFbwnJmTjcl6KUi2MhOcbKc1fYODkXNyYpl2PmArva3xeSc2HuvBTlv7/r70JyTn/L7qobJ//1nhVVNU4+NFmfonz7cDEk57HRO0NyysWJkJx/CDNOnsuixsl1gXMlPzV/XtWNk3/lTTHj5GI5Zpz8248HnVfM/md4Q/dV1Th5cmxPilKajjmvYJw8tzW+5WdDcsrFuPNcdYWOkJzljTG/2/vOGElRLj9jb0jOqa0x8wlPDMSdD352POb97XsjMTkHxuPGyt89MD8k55vTXw3JmZiKm08qFw8GJQWNlYKOlStRUVlByzLrGmLOc2cKhZhjynMKMesBTk4xr5FMe33M8duC+phj3Mw7T49ZF7R/Ima/tOuF1hTlrw/+TUhOoRCzTVNTcccBxfFnQ3KMleeu+qXviAmqixuT5Opi5gHOn7cuJGf5/Jg5gMzHzosZJ696W8x659EXYo5JMrueOz8kZ/Pe00Ny9ozErXWrC3oKfLf4TEjOcwe/mMKUg8YS/3g9TFXNl9ewqPN4S9t+OSSnPsWdV3xHW8xxyb5DzSnKhxa/GJIzOp0Pyfm/9sYdAzw9FHPdQ+OCC0JyJsfj1ryXpoZDcoyT57aJgzHHybnxqHmplPIjz4XkDN/7+ZCcP//t/y9FufPf3RqSc+Q63Tfq1l9+9df1/jh/eNrbQ3JuPPhoSM6+kbi1vPNv+dWQnCf+5rGQnPd87W9TlHJDS3Wt48jHnTOvZXVjw1X1d8uNx517Sy/GnH/P1cWMSzPfaI1ZX7Z3KGbd7Eemd6YoxfPfE5MTNM9VmIy5fjJTbow519HUHHfcxYnlheGYNRPz6+PWqE0Uq6t+5i+/H3eN8cKWmP3IX18YdC6gCvV8O+aax4npoHFbSunKk2KOA4v9u0JyRpf9fIpSiJowD1IMrJ/KBx1PRj1EhybjnpOTQfvJkxtj5iYHpuLGpKP/7l+F5OT+f59OURaPPhGSM/iXfx6S8+0P/HaK8uaFMWPAzoaY5+REOe651JiPefE21eg4OW7kNsv27NlztOwvK6Rra2urfD4wMJBuuumm11T2l8m+v7e3N5VKpXTttdceLfvLPl599dVprpiJEr6hoaEf+Fp3d3f4/QAAAAAAAAAAAAAAAAAAAAAAAADMppop/DtSwpcV8mUldVkBYFbUFyErDty9e3datOgf/u/UfX196ZZbbklzwapVq15VYd9rkZUwvrLsr729/Q1lAgAAAAAAAAAAAAAAAAAAAAAAAFSbmij8y8r9tm3blnK5XFq3bl3avn17amtrC72PrJRux44dadmyZZVSwd///d9Pc0FPT88PfK2/v/8NZb7y57PHFgAAAAAAAAAAAAAAAAAAAAAAAKDW1ETh31133VX5uHz58nTnnXfO2P20t7en++67r1ImODQ0lO6///5U67LH9JWyQsXIwr+spBEAAAAAAAAAAAAAAAAAAAAAAACg1tRE4d/WrVtTLpdLt99++4zfV1b6t2XLllQulysf54K1a9e+7PO+vr7XnZUVJWa3Y33kIx953XkAAAAAAAAAAAAAAAAAAAAAAAAA1aomCv/6+/vT8uXL00UXXXRc7q+npyd1d3en7du3p7ng+uuvf9nn27Zte91Zr/zZrEwwK1EEAAAAAAAAAAAAAAAAAAAAAAAAqDU1U/i3cuXK43qfV1xxReV+54KsTDG7HbFz587XnbV169aXfX711Ve/oW0DAAAAAAAAAAAAAAAAAAAAAAAAqFY1UfjX3t5euR1P5557bhoaGkpzxfXXX/+yz2+77bbXlXPsz2Ulgj09PW942wAAAAAAAAAAAAAAAAAAAAAAAACqUU0U/nV2ds5K+V53d3eaK9auXVsp6Dti06ZNrznj5ptvftnnW7ZsCdk2AAAAAAAAAAAAAAAAAAAAAAAAgGpUE4V/WRHdtm3bjut99vX1zanCvyMFfe3t7ZV/9/f3/0CB3z8lK2S87rrrXlYYONcePwAAAAAAAAAAAAAAAAAAAAAAAGBuqYnCv4985COVAronn3zyuN3nXXfdVSkafLV27dqV7r///nQiywr67rvvvqOfZwV+2ePwasr+Vq9e/bKyv40bN87YdgIAAAAAAAAAAAAAAAAAAAAAAABUg5oo/Fu7dm1qa2urFNAdD5/73OfSnj170vXXX/+qf+aSSy5J73vf+9KJLis53LFjR6X8L7Nu3bp08803/8jv37lzZ1qxYkXlY0bZHwAAAAAAAAAAAAAAAAAAAAAAADBX1EThX+amm25KW7ZsSQ888MCM3s/w8HBav359pWSwtbX1Nf1sVkpYC7LSv76+vkpxX3t7e6VosaOjI1199dXptttuq9yyr2VFf9mtv7+/8ngd+RkAAAAAAAAAAAAAAAAAAAAAAACAuaBmCv82bNiQLrrookqx3JNPPjlj97N69erU2dmZbr/99tf0c0NDQ6nWbNq0KQ0ODlaKFnt6etL27dsrRX9Hiv8yWcHfjh07Kt/T3d0925sMAAAAAAAAAAAAAAAAAAAAAAAAcNwUUg2577770ooVKyrFctu2bUvvfe97w7L37t2b1qxZkwYGBioFdq2tra/6Zx966KFUy7KSxewGAAAAAAAAAAAAAAAAAAAAAAAAQI0V/o2MjFQ+1tXVpbvuuiutW7cu9fT0pKuvvrpSRNfZ2fm6s/v7+9Odd95Zyc1s2bIlDQ0NpV27dv3Yn83KAbPvve666173/QMAAAAAAAAAAAAAAAAAAAAAAABwYqqJwr/29vaUy+Ve9rVyuZx6e3srtwhZXnYfWZng6/lZAAAAAAAAAAAAAAAAAAAAAAAAAOaWmij86+7uTv39/S/7WlbOF1m0d6RQ8PVkRm8Lr1+5XArJ2Xv4L1OU+S1vC8l5fvTMkJyFjdMpyme+91MhOf9iwbaQnMKp4ylKsTNm9/mW1uGQnIa6YoryC4vrQnKeG2sIyVk6eVmKMlmM+d0+/fRnQnLyTaemKMXx50NyDg5/LSTnPx3anqLk6mKeS19PS0Jy3jLcmaK8+aS+kJxvPndBirJrqDUkZ1XHYEjO3c+claKMTMTsu89rPxySs6h1LEV5qPjesCzmrnzT6SE5pcn9KcrLa91fv+HDO0Nynp0Xt0/6vYdXhOSsHY75uzUGjie37esKyXlqNGYMsLb7pRSl7sW2kJzB9L6QnP1T301RisXRkJxyUE4qxR2bllPMXECU+nlL4rLqYsZuC9KCkJx3dk6lKGfMPxSS8/zhuPH7Z3bHHMMdKsU8Jw9Px7y/RSqW4sa4UC0KzTHzrsWJF1OUXNCpncHD3wrJebYlbo7r97+9MiTn54dixu6FXKnqxsn7DseMky9fHDdOzgeNkw+kmPmNA1OPpCilYsx7m3HyiTlObkrNITnv6Uhhzpgf81x6MegcTub/fSLmfWA86Cl5aGpXqtVxctS5bohSX78wJGc86DxnJlcXs+9+ePq+kJzRZ346RRmaODck501tZ4TkfG8o5rHO3HMgZv92KA2F5Lwr6HxJZmlbzHnFjrF3hOR88fDfpyi5+lNCciamXgjJKQXuS6ptzF0oxM1x5nONITnzy00hOd2tEynKwcmY+ZL6fNyY66Xx+pCcZw/F/N3un/h2ijI99lRITi7oWLA8HbMGDyIUmmPmJqcnnk1hcjHrJr83/rchOV25y1OULU/FjG+fGusJyRkPWqOaueepmGOukamY98j3nxO3Hujp0Zj3toEXTwvJOTR/eYoyPh1zPmh6Mui8UnGqZueUG+YtDcsq1M0PyalLMfuAn2yPu/bo1HkxY+6nD8XNAzy4L+YYp60x5vn93NSDqdpeJ2FrL8px55UgRNCaqVJL3Mm3/OiBkJwFl18dkvPzz8VsT+afL7w/JOczF3w0JKf3a0+mKP/HQMza2daXHgvJmb/gvBTlbz4ds5bnqv/4syE56aF74sZc560KyZnqWpSqTdQ1D1Fy04HX0DbHrAkqBg1xRwsx25MZro85H3TG/Jh54MzZN/16SM7//E8x12P/wmjMfjKTD3qhRM28lBtagpLgjWsIeoEUJkZSmMaY9XcTQW8AvzgSd+xed9a7QnKeb485X7p9KO59+1/8zDkhOV1//BshOX9wa1zPwPv/+MqQnH0/f0NIzvkjMedKM4fazq6q98jmqDftwDFg1CYtaIg7h1MXtE1jQeeVTup/IEX5j3/8zZCcq6+PO6fwyb0x70v/+4bfC8m5cDLud2uLel4GrS9uiHpyV+bLqfnCv/b29qOFfMf6YV97o2YiEwAAAAAAAAAAAAAAAAAAAAAAAIDaUxOFf52dnalcLlfK+LKPAAAAAAAAAAAAAAAAAAAAAAAAADDbaqLwr729/ei/ly9fnjZt2pS6u7srRYCzaWBgIA0ODqYNGzaknTt3zuq2AAAAAAAAAAAAAAAAAAAAAAAAAHB81UThX1bud8T999+fWltbUzVoa2tLixcvTps3b07nnnvubG8OAAAAAAAAAAAAAAAAAAAAAAAAAMdRXaoBXV1dR4v/qqXs70cVEgIAAAAAAAAAAAAAAAAAAAAAAAAwN9RE4V97e/vLPlajat42AAAAAAAAAAAAAAAAAAAAAAAAAOIVUg3o7Ox82cdqVC6X0/Dw8GxvBgAAAAAAAAAAAAAAAAAAAAAAAADHSU0U/l1xxRWpr6+vqgv/du7cOdubAAAAAAAAAAAAAAAAAAAAAAAAAMBxVBOFf5nFixenalbt2wcAAAAAAAAAAAAAAAAAAAAAAABArLrgPAAAAAAAAAAAAAAAAAAAAAAAAABA4R8AAAAAAAAAAAAAAAAAAAAAAAAAzAyFfwAAAAAAAAAAAAAAAAAAAAAAAABQy4V/n/jEJ9INN9yQTgTXX399uuaaa2Z7MwAAAAAAAAAAAAAAAAAAAAAAAACoYlVT+Nfb25s2bdqUTgTZtmY3AAAAAAAAAAAAAAAAAAAAAAAAAKj6wr8TTXt7+2xvAgAAAAAAAAAAAAAAAAAAAAAAAABVTOHf6zA0NDTbmwAAAAAAAAAAAAAAAAAAAAAAAABAlau6wr+RkZFUzYaHh2d7EwAAAAAAAAAAAAAAAAAAAAAAAAA4ARRSlbnvvvvShz/84VSttm3bNtubwBswL9cZkjM0NZqivK/5rSE5Y9PFkJw9B5tSlLd1HgrJuf+7PxWSk76bwiwoTITkvDjZHJKz51Dc3+0Pnu4PyfnnC98UkvPS4bjfbV7DdEjOn616f0jO4yMtKcrvP/bZkJxCyzkhOZc0xTxGmc7GqZCczQfuDslZc0rMY5R55MVzQ3KeODQ/RXlH50BIzlcPdIXkPHZgQYryoUUvhuSc3RwzDvgvj3SnKG+vi3m8mdvy+XkhOeXCWIrS3rI8JOdw8YWQnBfKT6QofzUSM8Z566FTQnIefDpuP7Jt/IGQnMnDu0NyvrorhTmj9UMhOfNTW0jOgVx9qrZ9QH3D6SE543VPpSjFiZgxQJTp8X1hWcVczNTeI7mY48BLT/n5FKWhrhySM78QM1+SeVNXzDzHHzz5lZCc+nx7ihJz1JVSrvr+/zKprj7umIK5Keo9spSPmQfMtM9bWbPj5P9vOOY1+6aDMePbL+2LOaeQuW/iSyE5E6OPh+T83cO5FOWsBTFjgPkp5r1tqC7u9VYXNN6qbzgzJGcsHzhOHn8+VZPp8WfDsop1MccAj+f2huT87Ckxx5KZQtA4uSVfu+PkhkLcHMdkUI5xMrVqenqk6p6PzY2LQnKmSjH/M9DHJ+9LUYb3x8yXXzB4WkjOQLGUohwoPxaSMzz+7ZCczx8aT1GaW84PyXlv48UhOb9x5ttSlP+2L2YRTqEQsw+oW3BSijJ28OFUTaanB+KyyjGv3W/X/W1IzjmTH0xR6oPGyvV1cfu30al8SM7nh2LOKxRycWuwalldQ8dsbwInulzUMWDcsWRHy6qQnEPTMfujb04/mKI8vj9m/VVnY8yY5MvPxu1Dthe/GZIzenBnSM7WwbjnZEPL4pCc8wrvCcn5mca3pyjfzcUcT76Q/35IzmT9gRRl6vCeVE2mJ+PWgkzn9ofkPJ5i5pR//rSfTdW29qK1PmYNfuZNQdeYfOqpb4XkNObj5pSnUl+qVXWFmPPmzG3T9THXz8Ts2f7RSTHXc0wHnVeed+0fpihNEzFzSm8ajplP+NB5C1OUkw7HHJtMnnpBSM6pKc77noh5f2ufeDok59fOjpu/u+bKmMd7yZ9+LiSn4eBzKUqxNebcS5TcZNz1HHXTQWfNm1pDYjqKB1OUQ7mY8U3DUMzrLXPq1f82JOe//uv/MySnFLe8LEwpaCAQM3s/A2MT5qSWqZh923RjzL4203gg5vqSfEfMusm6C9+VokwuiHnf3j4Us67gj3bdlqIcXBLzOJWDdmyfuiXujWSyGLNRhdGYK2f+9Mm4867/bPvtITn1Qd0XBxfEvG4zLYXqGkxMRw0kKmt5c1X1evudd/x6qjbzGuLOK/3683eG5Owf+82QnHn11bcmOAWtB8qFnevO1iiFRdWkqiv8+9jHPpb6+/vTsmXLUrXZuXNnuvHGG2d7MwAAAAAAAAAAAAAAAAAAAAAAAAA4AVRd4d/g4GDauHFjqlblqIpUAAAAAAAAAAAAAAAAAAAAAAAAAGpa1RX+5XK5qi7Vq/btAwAAAAAAAAAAAAAAAAAAAAAAAKA6VF3h35FSPQAAAAAAAAAAAAAAAAAAAAAAAAA4kVVd4V+5XE7VShEhAAAAAAAAAAAAAAAAAAAAAAAAACds4d+aNWtSW1tbqjZDQ0Opv7+/cgMAAAAAAAAAAAAAAAAAAAAAAACAE6bwb/Pmzem6665LW7duTevWrUtXX311uuSSS1K1ybbxk5/85GxvBgAAAAAAAAAAAAAAAAAAAAAAAABVri5VibVr16a+vr60Y8eO1NHRkXp6elJXV1e64YYb0pNPPpmqxcc//vHZ3gQAAAAAAAAAAAAAAAAAAAAAAAAATgBVU/h3xLJly9Ktt96aSqVSuvHGG9O9996buru706WXXpruvvvu2d68tHjx4tneBAAAAAAAAAAAAAAAAAAAAAAAAABOAFVX+HesDRs2pO3bt6cnnngiXXTRRemjH/1o6urqSp/4xCfSww8/PNubBwAAAAAAAAAAAAAAAAAAAAAAAAAnZuHfEd3d3WnTpk1pYGAg9fb2pr6+vrRs2bK0atWqdMcdd6SRkZHjuj3t7e1paGjouN4nAAAAAAAAAAAAAAAAAAAAAAAAACeWE6Lw71hr165N9957bxocHEzr1q1LN954Y+ro6EhXXnlleuCBB47LNpTL5UrpHwAAAAAAAAAAAAAAAAAAAAAAAADUTOHfEW1tbWnjxo1p9+7d6Z577qmU8K1evTotXbo03XLLLWlkZGTG7jsrGzxw4MCM5QMAAAAAAAAAAAAAAAAAAAAAAABw4jthC/+O1dPTkzZv3lwp4rv22mvTZz7zmdTR0ZEuvfTSdPfdd8/25gEAAAAAAAAAAAAAAAAAAAAAAAAwB9VE4d8RbW1tacOGDWn79u3piSeeSIsWLUof/ehHU1dXV7rhhhvSk08+OdubCAAAAAAAAAAAAAAAAAAAAAAAAMAcUVOFf8fq7u5Ovb29aWBgoPIxKwFcvHhxWrVqVbrjjjtme/MAAAAAAAAAAAAAAAAAAAAAAAAAqHE1W/h3rLVr16Z77723Uv53ySWXpGuvvTbl8/n0iU98Ij388MOzvXkAAAAAAAAAAAAAAAAAAAAAAAAA1KA5Ufh3RHt7e9q0aVOl+O+ee+5JBw4cSMuWLUtLly5Nt9xySxoZGZntTQQAAAAAAAAAAAAAAAAAAAAAAACgRhTSHNXT01O5DQ8PpzvvvDPdfPPNaePGjWnt2rXp4x//eHrve98725vIDHhx6tshOfPbfiJF+fr4SyE588fbQnKWFZtSlJ855UBIzqlNB0Ny+kY7UpTrv3NqSE5f8eshOb9xxrIU5bYLTwnJ+db+ckjO8GTcW1VToRiS8+XnYp5LZ8wfT2FyMR2+pemY19v9419IUcqHp0JycnUNITlbX+hOUd69cF9IzkSxK0XZPhjz/P7Gc+0hOT91+mCK8vn+mP1bfV3M/m1e0D4p01LIhWUxd5VTKSRnfvMFKcrgyN+F5OTq6kNyJqbHUpTGBTGP0x17FofkPD76P1KUlubzg4LODYmZOPRoirK/+P2QnJZ8zHtSqTyRohQnng/JmZx+IiSnppXixgCFlrNDcorFmOOAP38hJifTs2BhSM6h6XyK8t2XWkNyisWY/+lIcWogVZtC3fyQnKli3P4tV1gQlsXcVC4HjZNb3pJqdpwc+Jptnv/WkJy79saMJbcf/vMUZV7zm0NySs3nhORMjsaN214sPlpV4+RyOWY+MTMVNE6emIo5lqhppbi/W6HpzJCc4vRwSM5nXxhNUXpaY+ZvDxfjxsmP7F9QVePksemhVG2Mk6lV5fJ0SE7HvJ9MUQaGtoXk1DXFrAcoB87fHU4x+7fdQWtCDqe4eaDDxRdCcgqFzpCcqemYc7iR7jl8T0jOaWPvSVFWFt4ZkvPlwT8KyallpamYcWmm0HR6SE5DPmZc2pCPmXfJdDZNhuSMBc4pf3t/zJzy4NjfhOTU1TWnajO/EHOeY3C0L0UpNMetwWFuqsvFrHfsWPBTKcrAyIMhObl8zH6kXIxbezHZGjOn+OCzMfujrx7enKI0NcZsU8O886pu7UU+1xKSs68cM889OBlzLJF5dizm9VaaiFmDX8vK03HzroWWmHMvxaC5ya3PzktRLu6KmZuYLMWsU888HLT2YmryxZicFJMTKeqY6/D0nhQlar6MuS0ftE657lDMdXiZ4oKg6wsmDoXkFOrjrumrey7mHPVPL4gZK02nmHmpzFh7zHt3Y9DfrdQYcy4wc3ZLzLUq4/Njrnv6nd/tSVFO/jebQnLKQZfOFFtPS7Wq2BJ3DW0p5imZokaT01/6TFBSSmc0x4y78+e+LUUZO/3tITl1Qa+TXNDayX8Iq6uq8UQ5aHsyddNR1whX3xw+x0fdRMy593zgmKTYHjN2m0gx65RL8+KOSZuD9iOf+p+/EpLz+ClxnSXnjgddX1IXc55jLBczB5RpDrp++rwXvhGSs3U6Zp165p4lHwnJeX9HzDX9tfxulMvFXYcfNSYZnYoZcH/o+99MUS7uinmc+sbKcefMlsf0fy1sjlkPMlmM+92iksbLMb9bczFm7U1kt0utijsiOUG1tbWlDRs2pN27d6dvfetbqaOjI61evTp1dXWlG264Ie3du3e2NxEAAAAAAAAAAAAAAAAAAAAAAACAE9CcL/w71vLly9Ott96aSqVS6u3tTffee29asmRJuvjii9Pdd98925sHAAAAAAAAAAAAAAAAAAAAAAAAwAlE4d+PsHbt2nT77benZcuWpe3bt1c+z+fz6Zprrkm7du2a7c0DAAAAAAAAAAAAAAAAAAAAAAAAoMop/HuFkZGR9KlPfSotXbo0rVy5Mj300EOVr5fL5cqtt7c3rVixIl111VWzvakAAAAAAAAAAAAAAAAAAAAAAAAAVLHCbG9Atfj85z9fKfPbtm1b5fOs3O+IXC539N9Hvn7sfwcAAAAAAAAAAAAAAAAAAAAAAACAV5rThX979+6tlPzddtttaWho6GVFfj+s5C+zYcOGdPXVV6dly5bNwhYDAAAAAAAAAAAAAAAAAAAAAAAAcKKYk4V/n/70pytFfzt37vyBQr8fVvTX09NTKfm74oorZmFrAQAAAAAAAAAAAAAAAAAAAAAAADgRzZnCv127dlVK/m677bZXVfLX3t6eNmzYUCn6W7x48SxsMQAAAAAA8P9n717A7Lzr+8D/z2XuuoxkY2xjMBpBDAQIjGxCLoQmlpo0SZtsooFus0nTppbabrv7bLuR6jbbkG4SR2q37fNsn24l2mx323SLpdD0kk0byUBCCYFYg4FwM2hswOCrpNFl7ueyz3sSaWVJvpyj36v5z5zP53lkjUbS1+/M/M//fN/3vPMTAAAAAAAAAAAAAAAAAKxl63rg37lz5zoD/opBfzMzMy9r0N/u3bs7Q/7uvffeVThiAAAAAAAAAAAAAAAAAAAAAAAAANaLdTnw70Mf+lBnyN/Ro0df1pC/iYmJzpC/PXv2pM2bN6/CEQMAAAAAAAAAAAAAAAAAAAAAAACw3qybgX+PP/54Z8jf4cOH0+zs7PMG+l1ryF+hGPBXDPp7+9vfvgpHDAAAAAAAAAAAAAAAAAAAAAAAAMB6tuYH/n3wgx9MDzzwQJqenr5qoN+1Bv1NTk52hvzdd999q3C0AAAAAAAAAAAAAAAAAAAAAAAAAPSLNTnw75FHHkmHDh1Khw8ffllD/sbHx9OePXs6g/62bdu2CkcMAAAAAAAAAAAAAAAAAAAAAAAAQL9ZMwP/zp071xnwVwz6m5mZeVmD/nbu3Jn279+f7r333lU4YgAAAAAAAAAAAAAAAAAAAAAAAAD6WfYD/z70oQ91hvwdPXr0ZQ35m5iYSHv37k179uxJmzdvLm34YGHTpk2l5AMAAAAAAAAAAAAAAAAAAAAAAACw9mU58O/xxx/vDPk7fPhwmp2dfd5Av2sN+SsUA/6KQX9vf/vbSz++8fHxVK1WU6PRKP3/BQAAAAAAAAAAAAAAAAAAAAAAAMDalNXAvw9+8IOdQX/Hjx+/aqDftQb9TU5Odob83XfffTf8WDdv3nzD/58AAAAAAAAAAAAAAAAAAAAAAAAArB3ZDPy755570vT09PMG+l1ryN/4+Hjas2dPZ9Dftm3bbvhxPvbYYzf8/0mcsfodITlDlY0pynAaC8n5ytJvh+Rsr/9IijIzF/Ox/ZPPvzYk5+ONEylKu/3NkJwf2fhdITn/8Ku/maL86OwPh+Q8sVgLybl5oJVyc+zs+ZCcO87ekqK0W8shOdtHfjAk5+a0IUWp//914Lo82v5aSM435gZTlF/4+ltDcmZXYh5vhW+7OWZ9P73SDMn5t18bTVG2pJjF9GMTp0JyXjd2IUX5rW+8IiyL/lWtDIXknDv7sZSb6sB4SE67uZSiLM1/OSTnywOnQ3LarUaKstSM2ScHqpticsa2pyhL5z8fktMYmQ3Jabfjvm4bxt4WktNqr4TkzC+dTFFaSzFrMsqmTd8ZlnVh6dGQnNbKmZCcJ5f+Y4ryr4OuKdQGtqYo44NvCMmpBD3npmrceUCUdoo5h9+0+btTlLnlx8Oy6E+VSjUk5/zZj6fcHmvVwa3Z9eSF+S+G5JwYeDokp92cT1GWGs+F5NSrMdfd2uu6J8ddU944+m0hOc32YkjOwlLc81pz6ZmUkyx7cuNsSM43zv77FOX/zrAnbx18U0hOpTIQkpOCnicjRT13j29+d4pyfjnuvJv+Va2NhOScPv/RFKYWs5fU6zH3hCzPx3TAwtnK52Jy0hdCctrNuZRb55pf+XpIzujYt6YoC4sx+221FrMmPxpTuTtuDXodf2zT3Vldmy4snP90ysnIaMx1ycLicsx9E/OLMfdNPTgXs7cVxsbeEpLzpmrMmiycTudSTuI6d5EVc+vxXOOJrPaSQqMVc98MXK8zsx/O7ry0NhRzv2OzEdclz5z/vZCcj9U/G5LTWo65h6PQHIz5fFeD9v+hDXel3PrW0vCtITnng14LKmwZ2RGSszD4bEjOciPufonGQkyXjLJx07eHZc0txXyPULsR87rSp8798xTl04sx14LrA1tSlJvqQdeUqzHXpmKdyeocN/Lei6jrLvS3dtBzbmvjK1OUoEtcKdVizpPb1bhv9V15Xczrr60/+pberAzPx3ScldGbQnLqi3HXgNpDG7Ja27f8zQNBSSlVGjH3F60MxHyP0dC5b6Qozc2vSjlpBj5u61H3qgcdU+UH/nJMUHG+PBe0lwS9PlkYWAjqk6Mx/b3SjPl+1UK7PpxXnwh8nMRdVaBftYaC7k9oB67GasxjNv3xfJjrNVwLa+5pPuipbejH9oXkvCpwQzrXitn/N18I6kmDMd8XWFhoxHyeWq9/V0jOd5+KuSc4R3MrcfdfbhjI61lyeC7m+ws6grrNzSObQ3K2DMfcW1x4ZjFmPsSp+bjHyblXvT0kZ3Q55hp+pR43+yLqaWBsMeY1ykoj7uvW2JTXuXJushn4d+LEic6Av2Kw37UG/e3cubMz5O/Hf/zHV/EoUzp69Oiq/v8BAAAAAAAAAAAAAAAAAAAAAAAAWBuyGfh30cWhf4WJiYnOkL89e/akzZtjJpNerwceeGC1DwEAAAAAAAAAAAAAAAAAAAAAAACANSC7gX+FqampdP/996e3ve1tKRePPPJIuu+++9Ls7OxqHwoAAAAAAAAAAAAAAAAAAAAAAAAAa0B2A//Gx8fTzMxMZ7heDooBf6dPn7406K9SqaR2u73ahwUAAAAAAAAAAAAAAAAAAAAAAABA5qopM2fOnEknT57s/FwM1lvtH5s3b37erwEAAAAAAAAAAAAAAAAAAAAAAADg5ainzExNTaUPfOADKTfT09PpvvvuS5/61KdW+1AAAAAAAAAAAAAAAAAAAAAAAAAAWAOqKTMHDhxIOZqcnEwnTpxI4+Pjq30oAAAAAAAAAAAAAAAAAAAAAAAAAKwB2Q38e+1rX5ty9rf+1t9a7UMAAAAAAAAAAAAAAAAAAAAAAAAAYA3IbuBf7qamplb7EAAAAAAAAAAAAAAAAAAAAAAAAABYAwz869K2bdtW+xAAAAAAAAAAAAAAAAAAAAAAAAAAWAOyGvg3Pj6e1orZ2dnVPgQAAAAAAAAAAAAAAAAAAAAAAAAAMlZPmThz5kxaK9bSsQIAAAAAAAAAAAAAAAAAAAAAAADQ5wP/Nm/enNaKtXSsAAAAAAAAAAAAAAAAAAAAAAAAAKyO6ir9fwEAAAAAAAAAAAAAAAAAAAAAAABgXTPwDwAAAAAAAAAAAAAAAAAAAAAAAABKYOAfAAAAAAAAAAAAAAAAAAAAAAAAAJTAwD8AAAAAAAAAAAAAAAAAAAAAAAAAKIGBfwAAAAAAAAAAAAAAAAAAAAAAAABQgnoZoZCrV1TuDMmZWTqeojy9/GxIzp995U+H5Hx0/qkUZeszW0NyHpr7YEhOa+mZlJuvV98RktNuN1KU/3jhwyE5r6rfHZIzMTiWosycHwrJea755ZCcwdpwijK04a6QnHPpdEjOzNKHUpTRwVeH5NTSYEjO//nUSooy1/zDkJxba29KUV63ErMuP7P8/4bk/Nj4D6YoH144GZLz6OytITkfnLk5RXn37bNhWfSvZvNCWq+aGfbA1Izpb61mTH+vj8acKxUaC18PyWkNxpxPtFbOpCjt1ArJGR64PSRnfinmua3whsq3heRML/+HkJz2UtzXLUol6N/NOD93IkWpDcX0kiiVSkznLjSXnw7JabebKcpiO6/OVanGnVMOjG4LydlSmwjJeerCb4fkQIRmcyGrHhH5nNRafCa/j60Zk9VqxXxsg2PbU5Tl+cdCcpqDMdcT9OSX567Km0NyTiz9RkhOa+m5lJsse/LgLTFBAzEx670nL4T15Ji1VK2NhOR0soJ68uZazHWXZ+ZiXsMrtFtxry3Sx9pBPbC5FJNT7Ln1mD1geS6mT1Tqca91t1sxn6dqLeaY6kOvSlGiekClvjEkZ2kl7jWF1nJM796wOeb14JMrv5Oi3Dn8p0JyWo2Y19+Xlr6W1mtXXpj7XMrumvJgzH5701DMaxOFuyox3e1L7Zjz90Ir6Hy5Wg16PqnE/fvgQxveEJNTjXk9cG758ZCcQmMhv/2E/rymHKlSjbk20Vx8Kq9ziU5WzDWOVuNsSM7g2LekKEtzj4bkVIOuKbeDPkedrKDnyNGhmGsu80tfTVF21GLWwPG5T4TktFfOp/Xaky/MPZLyu6a8JSSmUon7Nq9KpZZyE3dNOWX3+c7u3ou5uO97areWw7IgJ5Xl+ZigaszzWyXw9ZtKI+ZxW43q77W4/bY5dlNITtiVkmrgt2gHXb+pBX3dKstzKUrzk78Zk/PuPx+S09gc9zpHJSoo6OtWD7wO2A7qSlH7Wzsk5Y+z/vAjITm11+1IUZobgs7hQ1JSagZ+72vUqqwEPU5qgY+TRtDnKeY7n1mLWsObcrrVraMZtJHUqzHPkvONuGeAStAT93wjZj/aWIu7Xl6rxzxvNze9MiRnpRX3dRsbCLp3PuiQXr818Ht5gp6Snl1oZvW5LrQze/5vD8TdW5rqg1mtyafn4q4nfOlUzLWSN71iNEUZCHo+aVRjjinuUZJSI2gRjMw+EZJz+pa3pCibFoNeWxwNfOxmJHIdAQAAAAAAAAAAAAAAAAAAAAAAAAB/zMA/AAAAAAAAAAAAAAAAAAAAAAAAACiBgX8AAAAAAAAAAAAAAAAAAAAAAAAAUAID/wAAAAAAAAAAAAAAAAAAAAAAAACgBAb+AQAAAAAAAAAAAAAAAAAAAAAAAEAJDPwDAAAAAAAAAAAAAAAAAAAAAAAAgBIY+AcAAAAAAAAAAAAAAAAAAAAAAAAAJTDwDwAAAAAAAAAAAAAAAAAAAAAAAABKYOAfAAAAAAAAAAAAAAAAAAAAAAAAAJTAwD8AAAAAAAAAAAAAAAAAAAAAAAAAKIGBfwAAAAAAAAAAAAAAAAAAAAAAAABQAgP/AAAAAAAAAAAAAAAAAAAAAAAAAKAEBv4BAAAAAAAAAAAAAAAAAAAAAAAAQAkM/AMAAAAAAAAAAAAAAAAAAAAAAACAEhj4BwAAAAAAAAAAAAAAAAAAAAAAAAAlMPAPAAAAAAAAAAAAAAAAAAAAAAAAAEpg4B8AAAAAAAAAAAAAAAAAAAAAAAAAlKDSbrfbZQRDjl6x42dDclqpmaIstU6H5AxVt4bkfHv9rSnKh+Z/IyRn4+DrQ3LOL385Rbl5aDIk59nFh0NyUrsRk5NSai49E5JTCZopWxkYS7n5ka3/XUhO5DPwh5Y+E5Lz6sobQ3K+MP/rKTeDQ68KyVk8/4cpSnVgc0jOO8d+MkX5+Nl/FpLTDtyXomze/D0hOd9WjXmuvGUo7nP0608dDslZ+conQ3JYm4be/MMhOc3Fp9J6FdVvCu3USuv1Y0uVoKzqQEhMpTqYorSbCzFBrUZen+tCO2ZNvnn8L4XkfHH5WIqyMv9YSE61HnNuUqnFneO0WzFrsrVyPuUm6rG7YeOOFOXC+RMhOZXaUHZraWjgtpCcZnspJGd57tEUZXBse0jO3CO/FpLD2jP8lh8NyWksPBGSw9pVqdTz6sn10RSl3bgQk9Ncyu/8Jsibxv9iSM6jKx9OUVbmTobkVGojITnV+sYURU9+aXryyzM48Mqs9qWFuc+lKIOj20Jy9OT+NvLWqayu3UQ+L6XWyrp9vSxK5HXXVKnExNQ3xORUYjp35DXldmMuJKc6GHNvUWF0OOaay9urMb3k062YeyYK587+15igaj2rntQR9NhtN+ZDclI77h686uDNITkbhl6Xoiw0ngzJaSzHvP5arcfco1KoVAPXZYDmSsw9mJH3F1341L8MyWHtGX7Lj4XkNBa+lqLkdr0st/sl1vs15bAuURuOyVnv15RrMecT37HxvpCcTzU/mqIsnP90Vufuka9zRN3H01o5m9br+fvohrjvMZkPus4Z9bGFXU8KvPci6rlyce4LKYprykRYvBC0T9YCr01G3csZpB10PakQc9W12JPyU8nt6x/4dYs6psi1FKW2ELQHPPrxkJjKq2O+f67Q3HpnVo+3VuADtxZ1Dh90n3qooMdJI/DzPbAcdL5cD3quzHAvaQadw9fCnkziHrsjI3HnJqwtc/ML2a3r5aBteyDoslsl8nkk8vuwMnseSZl1icg12czsmOYbcWvyzGLMa+a3b4i5Nr0c9ckurpUFfcJrreWQnMrKYoqyMrQpq8dbNfDxthC0vodqcfvtheWYx8nWoUpWnbQweOarMUG1mO5+YcPtKcpg0MIcG12fPTmvRgIAAAAAAAAAAAAAAAAAAAAAAAAA64SBf3kSRQcAANVkSURBVAAAAAAAAAAAAAAAAAAAAAAAAABQAgP/AAAAAAAAAAAAAAAAAAAAAAAAAKAEBv4BAAAAAAAAAAAAAAAAAAAAAAAAQAkM/AMAAAAAAAAAAAAAAAAAAAAAAACAEhj4BwAAAAAAAAAAAAAAAAAAAAAAAAAlMPAPAAAAAAAAAAAAAAAAAAAAAAAAAEpg4B8AAAAAAAAAAAAAAAAAAAAAAAAAlMDAPwAAAAAAAAAAAAAAAAAAAAAAAAAogYF/AAAAAAAAAAAAAAAAAAAAAAAAAFACA/8AAAAAAAAAAAAAAAAAAAAAAAAAoAQG/gEAAAAAAAAAAAAAAAAAAAAAAABACQz8AwAAAAAAAAAAAAAAAAAAAAAAAIASGPgHAAAAAAAAAAAAAAAAAAAAAAAAACUw8A8AAAAAAAAAAAAAAAAAAAAAAAAASmDgHwAAAAAAAAAAAAAAAAAAAAAAAACUwMA/AAAAAAAAAAAAAAAAAAAAAAAAAChBvYxQyNW3Vr41JOf35n8tRdk48paQnPMLnw3J+djwfIrSXH42JGd2+VRITmouxeSklJ5ZOROSs2HsbSE59cpwinJ66aGQnPrYtpCclbmTKcq3bd4bknPLaMxa+q0zF1KUSqqF5JxP51JutozeE5Kz3D4fktPe8KYUZaC6ISRn+4a4/e1z7e8Mybmw9GhITnPxqRTlwtJXQnL+YOBsSM7r2t+ewlTVevJ5vFUi58oHre12azm/x1rQMVUqQcdUCfy6tRohMZX6aEhOeymmu3fUhmJiRm4NyRkdfHWKcv7sx0Nybq8NhuR8KWptB2q3VmJy2jFdInQPyFHUXhL5vFSJOe9qNxbyen4rzr1rYyE5jcUnQnLa7Zivf2HpwpfCsuhPjYWYdb2ee3Lk81HU479SGwnJSUHP/5EfW7U6lmFPHgiJGRjbHpIzUo/p24Xz5z4RkvOqWsw1/C+vZPhvubWbITGthp78sujJN7QnN6oxzyeNpaey+9j0ZCKszD+W354U9LwUeV6am0o15vpdqHY7Jqe5GBLTal/IrpcMbXhDSE4t8N6SdtDjbb7dCsnZXIk7D7gwdHNITmvpuZCcdtDnqFCpxWS1mzHdLVK7GXNPyGAl5ry7sBj1+lvQXhL6/NaK+diq1ZjX3lrLcdc5FgOz6E+Nha+F5LimfKOvKQ/l1W0DrwOFPY8sx12/S9WYa8pDG+4KyRmuvTJFOT93IiSnXgmJSY1W3PlNmKh7LxoX1ve5cmZ7Sb0Scx9XoRL1vNSYy++acm1jTM7SN0NyXFMmO0H3FgY2rrCuHPTUnaVW0Ce8luKucYWJui88qrsHHlN1MeZ7w1rDm1KUynJMfzv9xj8ZkrNhIO68O+YV8zi1yE2p1Vq/3/MUdO29HrkHBB1TO+g5txL5+kQzppvWoq67B32O1nsP4MaoBi2iyJ48mNltilF7SKFVH85qjwzb1wK7+1Ar5t6LRtB9s4Wo6tYM+hyNLzwdd39C7RUhOaPf/HRIzjc2xs1QGB+Oacqbowp3Pe75vx70+lQ7w55cD3piage+ZlatxBzTfDOqucV9bPXRLSE5ZyoxM0vGA08oQ6/hrUOZ1S0AAAAAAAAAAAAAAAAAAAAAAAAAWB8M/AMAAAAAAAAAAAAAAAAAAAAAAACAEhj4BwAAAAAAAAAAAAAAAAAAAAAAAAAlMPAPAAAAAAAAAAAAAAAAAAAAAAAAAEpg4B8AAAAAAAAAAAAAAAAAAAAAAAAAlMDAPwAAAAAAAAAAAAAAAAAAAAAAAAAogYF/AAAAAAAAAAAAAAAAAAAAAAAAAFACA/8AAAAAAAAAAAAAAAAAAAAAAAAAoAQG/gEAAAAAAAAAAAAAAAAAAAAAAABACQz8AwAAAAAAAAAAAAAAAAAAAAAAAIASGPgHAAAAAAAAAAAAAAAAAAAAAAAAACUw8A8AAAAAAAAAAAAAAAAAAAAAAAAASmDgHwAAAAAAAAAAAAAAAAAAAAAAAACUwMA/AAAAAAAAAAAAAAAAAAAAAAAAACiBgX8AAAAAAAAAAAAAAAAAAAAAAAAAUAID/wAAAAAAAAAAAAAAAAAAAAAAAACgBAb+AQAAAAAAAAAAAAAAAAAAAAAAAEAJDPwDAAAAAAAAAAAAAAAAAAAAAAAAgBLUywiFXD2TLoTkVKojKcrbq28Nyfnd9NmQnKHq5hRloRKzxVRqYyE5r9z4AynKhfYzITkDlZiP7fTZD6UotaFbYnKCHicrKc62oZg5t6/euBiS8xc3DKQoT154XUhOs10Jyfli+okU5d23z4bkfOt4zOPt82e3pyjLzZjP9+dPxa2l8/OfDslpN+ZCcl45/kMpynMLfxCS831D3x2S88nGTIoytuFtYVmQlUrMPhml3VpOuWm3G0FBKTvtpVMpN9VKTJ9sLj8bknNu4WspSnVgY0jOaL0ZkvM9Q9+fojw0dzImqFJLudk4tiMk5/zi50Jy6vWtKcpI/baQnPnGN1KUSnUwJKfdijnTrQ2+IuWm3VzKak8qbBn7jrAsyEZuPTmqkwZqNxfSetVaOZtyUw16LaCx+ERIzrnmybiPrR5zTXEsqCd/52BcT/6d+ccy25Pi/p26DWMx18rmFr8cklOrx732tmHgNSE551ceT+u1J1cHbgrJ6WRFfWxBz0uVWtxr1Ddv/BNhWXDdgq655Xr9Jjc5XucO04o5N2mnVopSGYh5LlmaezS755KBoVeF5Lx6JOYFijsrcR1gtv36kJwLzbmselJhcGRbSE4z6GOL6luFe+q7QnIeaX0yRYn6PKWway9DQTkpDQ3E3F82d+7h7Pa38Q3vDMuC67KOe3Ke15RjXuPKUTvHa8pB9xcvB90zsdyMuQ5YGBiLub90rBbTk3eOxN07/58X3p/yErdPjo2+OSRnfumrITn1+niK8or6G0Nynl55JIWJOg+oRN2fEHcNv1KJuZ+7FXQPdqUWdw6wdeO7w7LgeoXeMdEMul5ai9nb8rob5I/Uwg4q8BwnSjvoWnC1nt917qENITmVoOMpND/zkZice/5sSM7wk59JUVZe+YaQnFZQT6oGbiatoHuC6ovnUm5q3/x8SE5j2ztSmPpgVo/dZtDXv1CL2iuDciK/faaV4ffisLZEbdvreSm26sMpN+2ga/iVDLt71Oc7wzOAVA+6Z+b86K0pyi1BX7hTg28Jydkcd8tMOr0Qc+/02KaYjjTQjJkPUqhdiPne0KWNt2X3sT0zH/O64k0jca9PjtRjHie1oJOloMPpWKzEfP/ceNBeEtknavNnYoJG4u4HyUmOz5MAAAAAAAAAAAAAAAAAAAAAAAAAsOYZ+AcAAAAAAAAAAAAAAAAAAAAAAAAAJTDwDwAAAAAAAAAAAAAAAAAAAAAAAABKYOAfAAAAAAAAAAAAAAAAAAAAAAAAAJTAwD8AAAAAAAAAAAAAAAAAAAAAAAAAKIGBfwAAAAAAAAAAAAAAAAAAAAAAAABQAgP/AAAAAAAAAAAAAAAAAAAAAAAAAKAEBv4BAAAAAAAAAAAAAAAAAAAAAAAAQAkM/AMAAAAAAAAAAAAAAAAAAAAAAACAEhj4BwAAAAAAAAAAAAAAAAAAAAAAAAAlMPAPAAAAAAAAAAAAAAAAAAAAAAAAAEpg4B8AAAAAAAAAAAAAAAAAAAAAAAAAlMDAPwAAAAAAAAAAAAAAAAAAAAAAAAAogYF/AAAAAAAAAAAAAAAAAAAAAAAAAFACA/8AAAAAAAAAAAAAAAAAAAAAAAAAoAQG/gEAAAAAAAAAAAAAAAAAAAAAAABACQz8AwAAAAAAAAAAAAAAAAAAAAAAAIAS1MsIhVw90fx0SE5r5VSK8vH6h2KC2o2QmDdX3pii/G7joZCcSmslJOf04JdTlOXlJ0NyKqkWkrNj854UZWstZhbsR5c/GpKzafN3pSjzzZjP951jiyE5P/wtH09RvviNN4Tk/IM/jMlppTi3jS6H5IzXl0JyvnVzO0V5zci5kJxq5VUpyjtv+6GQnL938g9Ccu6qbEtRnk2/H5LTaFdCcp47H9QBiueTilrP9asObA7Jabdinic7Wc2Yvbs2fHtITrsdczyF1lLMOcXQhrtCclqtmOfbSI2lb8YEteOeu1uNuZCcStC/v1CpDaUoY6NvDsl5dCnm/O1f3P2FFOW++T8TkvNTn3k0JKfROJ2inDv3eyknzcpAWNYrBr4jJOfkQkwHLNSGbg3JqQzeHJLTXH4uRalU83oeaK/E7LeFMxc+FpZFf6oObAzJaQf2rbCePHRLSE67HfP8X2gtnwnJGRjbHpLTbi1l929wNZefDslJrea67cnV+liKMjr6rSE5M4sxV0wP3RPXk2fm/3RIzl/4zOdDchqNsynK+XOfSOvV+EBMJz2zEPMaTuTzSXUwJqex/FRITicr9NWOAEEdoHDqwu+GZdG/KrWRmJxq3GscrZXzITnVoZtCclK7lV1XHtt0d0jOwsKXUpRqPeb1iebSMyE5Ma8Exq7JKMNjcfcEjdZeGZKzYSDmfqcdt8S89l74rvTqkJwPzrw9JOfL6bEU5UIr5pxypRVzbbKx8PUU5Qub7wzJmV86mcK0Ytb3+Ng7QnLOzH44RVmuxZ17R2g3F8KyZs+7pkwu15Rj9pDIx8h6vqY8tOFN2b0WHHU/WHP52fyuKQf15LB7L4a2pCiDtZisM0FbwD+++3MxQSmln5yPubf0L38u5txtLrC3XTj3B1ldB1gZjOs28/XbQnJW5uI+31HPJwOjMfcXryw+kaI0gval3F5XLrj3gghRd3JWArtyqg2GxMTdpRon6jpndSHmddzl4ZjrwIVa1AdXCeqTga8FtANfM4lQuxB0PlGcm7zrJ0Jybjn1eEjOYxvjrpePrMSspVse/0hITuMNfyJFqQY93lrDm0JymoEb7nO33xOSszmwA7aqwyE5g+2YexWrkfW2ldn9F4HCnpfoX82Yx2yzGtNtC/XM1nVmh9OxFPSkNDoXeK/bptuy6rftoL4dugaC+vbiUuD9QEHfr/7Zp+dDch78lpiOFOm+r30qJGd0IGbOSKFWjfm+sM0rMWtp61zcudtrtsTcM3Mh6GMrDAd9r8Kpdsz9jjc3Z1OUykjQfYoZPue2a3HfZ7oe5fVqAgAAAAAAAAAAAAAAAAAAAAAAAACsEwb+AQAAAAAAAAAAAAAAAAAAAAAAAEAJDPwDAAAAAAAAAAAAAAAAAAAAAAAAgBIY+AcAAAAAAAAAAAAAAAAAAAAAAAAAJTDwDwAAAAAAAAAAAAAAAAAAAAAAAABKYOAfAAAAAAAAAAAAAAAAAAAAAAAAAJTAwD8AAAAAAAAAAAAAAAAAAAAAAAAAKIGBfwAAAAAAAAAAAAAAAAAAAAAAAABQAgP/AAAAAAAAAAAAAAAAAAAAAAAAAKAEBv4BAAAAAAAAAAAAAAAAAAAAAAAAQAkM/AMAAAAAAAAAAAAAAAAAAAAAAACAEhj4BwAAAAAAAAAAAAAAAAAAAAAAAAAlMPAPAAAAAAAAAAAAAAAAAAAAAAAAAEpg4B8AAAAAAAAAAAAAAAAAAAAAAAAAlMDAPwAAAAAAAAAAAAAAAAAAAAAAAAAogYF/AAAAAAAAAAAAAAAAAAAAAAAAAFACA/8AAAAAAAAAAAAAAAAAAAAAAAAAoAT1MkIhV4tLj4fkVCpxD53B2uaQnOXmV0JyPtv6XMrNWzf+hZCck+1PpShLK+djgqoDITEnzh5OUQZGt4Xk1KsbQnJel96SomwaaITk/OhbfickZ+B18ynKm4c+E5Lzc7XlkJyhoJxCvdoMyXn1D30pJKey2EpRWuMxzydv2P5oivKNX351SM5jZ78nJOdTszGP20K7cSEk55ONmOfKdnMphanEPE7ob+3mQlqvWotPheS0U9xzQJTl+cdCciq1oRSlNnBzSE59+I6QnFYjqLsXa6C9EpIzPjoZknN69qEUpZpizk3uqA2H5Lz1zdMpyh1fuz0k5/u/8n0hOY8tx/WbZ4a/EZJzaunTITm7xn4kRXnXq86E5Dzw+I4UZbgyHpIz33o2JKc1HHPeXVhpnArJqVQHQ3IGR1+Xoixd+HxYFv0p7NytUkm5aS09t257cmPh6+u2Jw8MvyYkp7ES8/UvVCsxXXJs+PUhOefPfjxFqVVi+u0dA/XsevKtj8espe8fvTck56tLcde3nh5+MiTn2cWHQ3K+d/THUpTvCerJ/+hr35WiVCox/8bgSjvmNZNK0J5UaLVirpe1gv4dxqGNb0pRls7ryQRoxVwrS0HnkpHaSzH7bY4W5r+QclOpxvTu+vCrsroOHPqxBd1/sdKIW9ut6taQnNs2LIbk7H5tzDXOwqNnYrry7w5uCclJyzH38RQa1deG5MwNx7zO8SPb4+6bqVXaITkPP/VnU5TfWf6DkJzBNBaSUxnYmKIM1W4KyVlJJ0NyhjbclaIsz8UcE/0r7ppyLa3Xa8o5Wl6IeexXqjHXEztZ9c3r9t6LFHQ9aWxoe0jO+fMxz9mF6nDMtanRaszrSm/+lriefNPXY7rkD4x+e0jO5ypvTFHOD58LyXly5URIzk+/4t0pyp2bYs65/kn6MynKfDvm/oSRoHs4Tg/F3cdTDfo+o6hXTEY2fltQUkqL5z8blkX/Crtrop3fPQr53RESpzUUc12iHvhJirkKFKeyHHeNKw2OhsS0gzp3eyjuelIr6At3amPM9dt/+pGZFOWNt20KyfmZrTHXlBcCt8mR8zH3KadmTOf6n+74gRTlHwe9Zjbw9BdTlAs3x1znrJ/8REjO/OvelaIML82F5DRHY15brjTjvve1Xcvv9W7WmOr6HfeSW28rRNXSetD1u+ZYzGtukX2rHrRHNoK+v6zQDPrgRs/G3F9eHYv5PvzCcD2mu5/45tm0Xr1tPuZex2df+bYUZaERU7qfOBfzePvMQsy10sI7j/1KSM4X3/XXU5Rv3xxzL9fmkZj7r2rPxHxfYKExFHP/1WDQPTPV+bh7y1ZGY57jhtL6FLP7AwAAAAAAAAAAAAAAAAAAAAAAAADPY+AfAAAAAAAAAAAAAAAAAAAAAAAAAJTAwD8AAAAAAAAAAAAAAAAAAAAAAAAAKIGBfwAAAAAAAAAAAAAAAAAAAAAAAABQAgP/AAAAAAAAAAAAAAAAAAAAAAAAAKAEBv4BAAAAAAAAAAAAAAAAAAAAAAAAQAkM/AMAAAAAAAAAAAAAAAAAAAAAAACAEhj4BwAAAAAAAAAAAAAAAAAAAAAAAAAlMPAPAAAAAAAAAAAAAAAAAAAAAAAAAEpg4B8AAAAAAAAAAAAAAAAAAAAAAAAAlMDAPwAAAAAAAAAAAAAAAAAAAAAAAAAogYF/AAAAAAAAAAAAAAAAAAAAAAAAAFACA/8AAAAAAAAAAAAAAAAAAAAAAAAAoAQG/gEAAAAAAAAAAAAAAAAAAAAAAABACQz8AwAAAAAAAAAAAAAAAAAAAAAAAIASGPgHAAAAAAAAAAAAAAAAAAAAAAAAACUw8A8AAAAAAAAAAAAAAAAAAAAAAAAASmDgHwAAAAAAAAAAAAAAAAAAAAAAAACUoF5GKORqcOhVITlL8ydTlPNnP55ysqVye1jWueGYrM/O/euQnOrAlhSlUhsKyanWY46plU6lKHcPfH9IzicWPxiSszTcSFHecetcSM7HvvSOkJzXPPFcivL5szGPt1uHL4TkPD53U4ryna/6w5CcxW/ZHJJTabZSlIVbN4TkbPjK6RRl++u+EJLzE0sbQ3Kqj92Rovw3d/54SM7cSi0k5x8sx31sjYUnwrLoX/XhmK48UBtPUebPfyomKKi7DQzdmqKszD8WktNuLWeVU2itnA/LWq9OLz8UklOpDqYo8ytfD8nZPPqmkJyfefC/TVE+cOpoSE57+XBITqoE/vsblUpQUMwx/fMfPJ6itH8xJmfLT701Jiil9LNf+mpITrvdDMmpVWKe3wqt2qaQnGb7qZicZsy5aaHi37zhOtWGbgnJGR6Iu+564dwnY4L05BuWU9CTX9q5pWfy68mNb4TkbBp7Y0jOT3/gz6UoR08fCclZ1z253Q6J+dU/9aEUpfrLMV3y1j8f15P/xhdjenKUgWrMdfdCszIQkrOSYl5XaDTOheRAlEp9LCTnFWPfnaI8PfubITmVgZiPbWTkrhRl7tzD+T3nBlmZi7sHZ71ayfA6ycjQjpCc5VbMMf2bmbenKL/2WMy1ss9c+NWQnHZzKeWmFnRP2Cf/zNkU5dRPxbz+vu+fxlzjLIz/6s0hOVurrw3JqdRGUpQN1ZjrQXOVmFuYW+1Gdh2H/lUd3BqSMza0PUU5d/ZjITmVesw+MjAcd8/U0oUvxQQ1YxpXuxVz7abQWIl7nlyvzi0+ld015eVWzNdt2/hCSM7P/ucfTVE+ezrmOfJj54KuKbfj7uVN1Zh7QrdsjLnG8fe/N+b6RuHCvph7+b73r8XcW1j4vk/E3D/fqMyH5AzWAr/HJOi8O+ossNF0TZm8NGJeeksDzbhzwHYtqAe0Yo6pduHZFKW56basnnOrC3H9tjUS871BUdpDca9PRom6s7Q1OBqUlNLgmZj7lDed+O2QnO/9K/8sRfnNJ2Pud/zJC58NyRkIfCmoufGVITnTP/iDKTfveF/MvRzfefC/T1F++dznQ3IWX/+ukJzQVxWbcffhrdfXTOlfUT1peTDu+/nq9Zg20Qo6B2hEBaWUhmoxH9ty0DHVKnHXJgejbpusD2c3yKge9HVrbL0zJGfLcsx1qcLTCzH38//wXTHf8/Dh3/tIirJn9NGQnMVXT4bkbGkupihbWzFX8G59JOZ7Hr/j9yZSlHf+yv8VkvOrb4s5Byyc/9ADITnPLsRcv7njfNxcj+XxmOeToVpMv22Pxc2IWW7GfGxjaX1yRgIAAAAAAAAAAAAAAAAAAAAAAAAAJTDwDwAAAAAAAAAAAAAAAAAAAAAAAABKYOAfAAAAAAAAAAAAAAAAAAAAAAAAAJTAwD8AAAAAAAAAAAAAAAAAAAAAAAAAKIGBfwAAAAAAAAAAAAAAAAAAAAAAAABQAgP/AAAAAAAAAAAAAAAAAAAAAAAAAKAEBv4BAAAAAAAAAAAAAAAAAAAAAAAAQAkM/AMAAAAAAAAAAAAAAAAAAAAAAACAEhj4BwAAAAAAAAAAAAAAAAAAAAAAAAAlMPAPAAAAAAAAAAAAAAAAAAAAAAAAAEpg4B8AAAAAAAAAAAAAAAAAAAAAAAAAlMDAPwAAAAAAAAAAAAAAAAAAAAAAAAAogYF/AAAAAAAAAAAAAAAAAAAAAAAAAFACA/8AAAAAAAAAAAAAAAAAAAAAAAAAoAQG/gEAAAAAAAAAAAAAAAAAAAAAAABACQz8AwAAAAAAAAAAAAAAAAAAAAAAAIASGPgHAAAAAAAAAAAAAAAAAAAAAAAAACWolxEKuXpb7d0hOZ8eraUog9XNITmbK7eG5JxNz6YorZVTITmVSsxW9c6hH01RPrb8/pCcSnUgJGd09FtTlE8u/UZIztuHYz7fT6QnUpRHZ18RkjNab4bkHHn89hRl81AjJKfZHg/JeWpuOEV54+ZvhuRsff9zITmDIwspyvh3PRWS88l/8x0pN0PVmDX5zleeS1FeMbgYknPsyZtDcu4a+oEU5fPL/yosi/7VmP9qTE6KyYlUqVSz6qWRqgMx5xMbRt+coswtnQzJaTfnQnJaK+dTbqLW0tDYt6QoKysxXWmxGfN4e3j5yRSltRRzbhqmndatZivuesmWLz0dkvPk/GCKcuHcJ8OyeHHNxZjzwEJlYGNYFv2psRBzbWpuIXBd5/ZvOQX17UjVwS0hOZtH3painFv6UkhOu3l+/fbk2lBIztDo61NuPXmhEfM4+f3lb6QoevKN02rH7ZPjX4l5He/UUtw1Dj35xtGTyU07qE88O/dfU27XS9vNmNcDF5fjHrdRagMxr3NFGh15Y0jOwvLXQnLa7ZWQnD8Ka4XEVKoxXXnDUNw15XqKud/lufmYj+2RZ+Oe2z63HHPfTLu5tD6vA3TOJ54JyZn+5PekKG/5zs+G5Hzjse0pSnM55jWzry/++5CcSm00RXn6/H8JyakObg3JaQR25drgTWFZ9KfmYsz9YOeXYq5LFeojd4TktKJew28tp9xUh28JyRkZfE2KstSIuQ7UXDkdktNaOZtyu2ci6pry8EhcT14O+rp9/cJISM7XmvMpypcXPxiS085wD0jNmPtdz8x+OCTnI1/5oRTl+z8Wc0wPnnl7irI897shOe12I7tzrnaKuQ4QpbHw9bAs15SJUKvE5LQH4r5XJX3s34bEVN/6vSE5SxtvS1GiXg2sLsa8FjA3HHMNoDC2ENNNW4MxnStV4157rSxdCAqKeX6rtmK+f67Q2hjzPX3PfddPh+T8yX8bdw3oTzZiXldoB62loO32jwQd0+Rv/qeQnJ/62YdSlK/99q+H5Dz80YMpSrsRs+e265tCclIz7vytNXZTVus76vEW/pijLzVHY+53rTXjbsCrnY25T7EW1EkGBuJe42qOxNxXEnU1YeypzwQlpfTczTHfGzhSj/nolppx10lqlZjdNigmVWsjcfeXzwfeoxLgT70+ricvjb4rq+sJjVrg9YSorHt/JiTmp8bjXi//R0/8fEjOTctx8zjmg65Nbg3aBM69Nm6ux4agBT7fiNlzh2r53aO0XvlMAwAAAAAAAAAAAAAAAAAAAAAAAEAJDPwDAAAAAAAAAAAAAAAAAAAAAAAAgBIY+AcAAAAAAAAAAAAAAAAAAAAAAAAAJTDwDwAAAAAAAAAAAAAAAAAAAAAAAABKYOAfAAAAAAAAAAAAAAAAAAAAAAAAAJTAwD8AAAAAAAAAAAAAAAAAAAAAAAAAKIGBfwAAAAAAAAAAAAAAAAAAAAAAAABQAgP/AAAAAAAAAAAAAAAAAAAAAAAAAKAEBv4BAAAAAAAAAAAAAAAAAAAAAAAAQAkM/AMAAAAAAAAAAAAAAAAAAAAAAACAEhj4BwAAAAAAAAAAAAAAAAAAAAAAAAAlMPAPAAAAAAAAAAAAAAAAAAAAAAAAAEpg4B8AAAAAAAAAAAAAAAAAAAAAAAAAlMDAPwAAAAAAAAAAAAAAAAAAAAAAAAAogYF/AAAAAAAAAAAAAAAAAAAAAAAAAFACA/8AAAAAAAAAAAAAAAAAAAAAAAAAoAQG/gEAAAAAAAAAAAAAAAAAAAAAAABACeplhEKuHk9fD8n5q7d/W4py8sxYSM6Hlj4TkvOugbelKL+3YSUk58zZD4fkfOz8v0hRbtv4gyE5r2jfEpIzOd5MUW4ZvSsk5x03PZFy02idCsl5amkoJOfZhZicwtmlgZCcRxbnQ3LePBg3U3i5GfOxjW49G5JTv2sxhflaJSTmzk1PpihnFzeF5Hzk2VeH5NwytJSi3D4SswZuGY35HP3wbXF791j6mbAs+ldt5PaQnObSMylKtRb0XFnJ79S3OrA5JKe1ErO3LTbivm7t9kpW/0bByMa487dWO6YHrKw8F5KzsRbzfFu4s/Y9ITmv2rAQkvNbTz0SksON9Tc+HrOOCsN/0ArJ+TfPHElRqoNbQnLazZi9pN2MebwVKtXBtF61G3OrfQiscbXhW0NyWsunU5RKVE8O6luVwH9bKmqvbS2fCcmZGwi8xtluxOQE7dmRPbmdYq5xLC/HXOMaq8Wc3xa2BfXkW4N68qmnPxeSw431N3//XWFZow/H7CW/9uwHU5TqwMaQnHarkV9Pro3EBDXjrnNHaa+cX+1DYB2o1Efy6kmdY9qc1V4yOnRnijKfYq6VNJa+GZIzNhbXJ+fmPh2SUw36+g8MvDLldr28EXRNebEZk1N4+8BbQ3KarZjP0Wfbj6Yo7dZyykolv3/TuR20d/8vn3pTivL6/+G1ITn//kzc4ySlkykn7WbMPUGFSn1DVtfMKkHnJYXGQn73vLG2VIduCslpNy6kOEHXgisx9/EN1MZTlGbQNeXm4lMxOYFdsrkSs0duHI3p7mOVmLVdWEoxr9+dXfpiSE6jFfd4u2voB0JyXrMx5rz0o6dOpCjNxZjzyfWsHXTu/i+/dEeK8lf/510hOU+e+2B+r3W2azE5zah73YprEzHfG9RuBF3nbsesycj7FOlvzXZMTuQdwQOv2h6S06zFvI4/fPrxFKVxU8y1ktZYTA/ccCbmezoLS+Mx986e+ZW/HpKzedttKcrQna8Pyane9Y6QnKdG4nrJSDvm+6dqlZjNpP6aN6QoK6+My1q3gvbJTx6MOecq/NZXYh4nc6/fmqIM12IeJ1Eij6bSiHntpTUY0wRaQb2kUM3ry8YaVFuIOd+qDce8Xl5ojcRcd62di7nuurAhrm9Vgx7/lUrMg3/htpjX3Qtb5mNmKLQ+8Z9DciK/Q6W6IeZ1hcr2yZCc5Y1xa3LTYMw1rk3/7oGQnKWpv52iXFiJuTa1KXBmRZSoKhFV//7qQsw8no493xsS8+7XxvXkwaDCFfX5rgY9B0T20g0DMY+TuaDHbWEs6JjWK58dAAAAAAAAAAAAAAAAAAAAAAAAACiBgX8AAAAAAAAAAAAAAAAAAAAAAAAAUAID/wAAAAAAAAAAAAAAAAAAAAAAAACgBAb+AQAAAAAAAAAAAAAAAAAAAAAAAEAJDPwDAAAAAAAAAAAAAAAAAAAAAAAAgBIY+AcAAAAAAAAAAAAAAAAAAAAAAAAAJTDwDwAAAAAAAAAAAAAAAAAAAAAAAABKYOAfAAAAAAAAAAAAAAAAAAAAAAAAAJTAwD8AAAAAAAAAAAAAAAAAAAAAAAAAKIGBfwAAAAAAAAAAAAAAAAAAAAAAAABQAgP/AAAAAAAAAAAAAAAAAAAAAAAAAKAEBv4BAAAAAAAAAAAAAAAAAAAAAAAAQAkM/AMAAAAAAAAAAAAAAAAAAAAAAACAEhj4BwAAAAAAAAAAAAAAAAAAAAAAAAAlMPAPAAAAAAAAAAAAAAAAAAAAAAAAAEpg4B8AAAAAAAAAAAAAAAAAAAAAAAAAlMDAPwAAAAAAAAAAAAAAAAAAAAAAAAAogYF/AAAAAAAAAAAAAAAAAAAAAAAAAFCCehmhkKunZv9DSM5na38tRRmotENy3lx5e0jOQ0sfSVGWF78aklMd3BKS896b35Oi/D/fPBSS88vv/PGQnFuH5lOUP7ErZg00vjkckvPsN+5IUT7+7OtCcv7dzCtCcu4YW05RPnWhFZLTSCshOc8s11KU+cZQSM7pJ28LybnlTY+nKLNfjDmms4ubUpTfffbVITlfPjsSktPYWElRPn3mtSE5v//U5pCcU+24PWCjOd4EaK2cCQpqxOSklGKackpDY3eG5GyuxeQULtRi9pL5lemQnDsG3pGiPL70GyE5wyPfEpLTbC+lKD975z0hOW8dPx+Sc6ERd1nnPzwW84j7L6djnt8aS98MyeHGWm7FdZL/eiFoDbRjzpUKrZWzITm14VtDcprNhRSmEtO7282YPbc2dEuK0lx6JiyL/tRunM9uP4p6rA2ObgvJGa/HXHMrzNdvDsm5sPyJkJxbB2KuuxeeWPrNkJyxsbeG5Cw3Y57XCvdvi/k8vXFjzFqaa9ay68m/HdWTF58IyeHGWmzE9eSPLT4dE9SKuzbZWol5rqyPxLwe1FiIfJzEPH+3g3JqgzHPk4XW0nNhWfSvdmDHDdOI6Tj1kZjXyxaWv5GijAy+JiRnLujxH7W3FSr1DSE5w0Mxn6NGK+g8sLgWPLArJOdNW2Nex795JK4DzDfmQnI+dnogJGeh+Wxar9eT2u24196iVIJen75jLO41nFMLgyE5z1x4KEVpBT1Oorpy5NquVoPuCWmfCsmpD2xNYQLPl+hTzcWYnHY78JC+mVVPrldHU5ShoA64uBxzLvGK2l0pytdbXwzJqVdi7uV9evHjKcpfueMHQnJetynm/vKbhmL6duGhoNPAj8/GvH67vBLXk7lxRgeaYVnfUY25P+HfzcXcy73erylH3fEcdk15+PYUpZXZuTJrUz1obVeacedty6+NuSd0Jehy6fJAzL3FhYFmzDnFYC2ol4zHnE9E7re3/aX/MSTnzPhEivLhr58LyXnk8zE5P/eaT6coX/h7vxySc9c//N9DctpnA7vyK98Ql8WLmv27fyks66P/+PdCcn5s/gspSiXo9dd2Jeg+lWrgCIqVxayeA+orcd+P3a5FfZ5irruz9rSGxkJy4r4LN6Wlesw13IGbY3rSyOc/lKIsvfH7QnKCanKqf/LXY4KK+0Hu/rGQnI13xZwnzW6Ju7/8F7e8OSRnsRX32kuUv3v6D0NyBv7cz4XkLEWd4BbfizuY1/e9Rz1uIwWduqf2d/9E3Gs4QZ+nyOs3oU9ymVluxjzmBqsxj7fBWtzjNmo7GUnrU147JAAAAAAAAAAAAAAAAAAAAAAAAACsEwb+AQAAAAAAAAAAAAAAAAAAAAAAAEAJDPwDAAAAAAAAAAAAAAAAAAAAAAAAgBIY+AcAAAAAAAAAAAAAAAAAAAAAAAAAJTDwDwAAAAAAAAAAAAAAAAAAAAAAAABKUC8jlP4xOzubHnzwwXTs2LE0PT2dTp8+3Xnf+Ph4mpiYSHfffXfatWtX2r1792ofKgAAAAAAAAAAAAAAAAAAAAAAAMANZeAfPSmG+u3fvz8dPnz40vsuDvgrhv0Vv//www93hgAWf6Z43/3335/27du3qscNAAAAAAAAAAAAAAAAAAAAAAAAcKNUb9j/iXXj+PHjadu2bZ1BfpOTk+nYsWOp3W6nkydPdt4+cuRI5+czZ8503rdnz55LAwK3b9/eGQIIAAAAAAAAAAAAAAAAAAAAAAAAsN4Z+EdXiiF/u3btSlu3bu0M9Ttx4kTauXPnC/75iYmJdOjQoc6fK96emZlJO3bs6AwNBAAAAAAAAAAAAAAAAAAAAAAAAFjPDPzjZSuG9O3du7czuO+lBv1daXJy8tLQv0IxNLAY/gcAAAAAAAAAAAAAAAAAAAAAAACwXhn4x8s2NTXV+fnYsWNpfHy8679f/J3i716ZBwAAAAAAAAAAAAAAAAAAAAAAALAe1Vf7AFgb9u/fn2ZnZ9Pu3bvTxMREzznF3923b186ePBgmp6eTsePH087d+5MOWid/uZV76tuvX1VjgXgkcf/41Xve9tr//SqHAtA4X3ve9/Leh/rU/O5x696X+3m167KsQA0n/vaVe+r3fyaVTkWAD25v+nJQE70ZCA3unJ/az731aveV7v5zlU5FoClJ09c9b6h23asyrEA6Mn9zTVlICeNZ7501fvqt9y1KscCUNCV+9sv/tIvXfW+n/s7f2dVjgXg7/0f/+qq9/3dv/KTq3IsAHpyf/vFX/rlq973c3/nb6/KsQD8/QeuPnf/2fuduwOr531ruCsb+MfLcvjw4c7P733ve687a+/evZ2Bf4VDhw5lM/CvfebJq99p4B+wSj791f901fsM/ANW0y/8wi+s2ZMerl/r1LWGBrjpHFgd7dNPXP1Og0yAVaIn9zc9GciJngzkRlfub+3TX7/6nQb+Aatk+elPXfU+A/+A1aIn9zfXlIGctJ599Op3GvgHrCJdub/90i8/cNX7DPwDVsv/euhfX/U+A/+A1aIn97dfeuBXrnqfgX/AavnfDlx97m7gH7CafmENd+Xqah8A+Zuenk6zs7Odt8fHx687b2Ji4lLOzMzMdecBAAAAAAAAAAAAAAAAAAAAAAAA5MjAP17S5UP5ogb0FUP/IvMAAAAAAAAAAAAAAAAAAAAAAAAAcmPgHy/p8qF8x44dC8mcnZ3t/Lx169aQPAAAAAAAAAAAAAAAAAAAAAAAAIDcGPjHSxofH7/09tGjR9P09HTYEMGJiYnrzgIAAAAAAAAAAAAAAAAAAAAAAADIUaXdbrdX+yDIWzHkb2pq6tKviyF9J06ceN4gwG4cP3487dq1q/P2oUOH0p49e1IOKpXKVe/z8ABWiz0JyI19qb/5+gM5sScBObEn9TdffyAn9iQgN/al/ubrD+TEngTkxJ7U33z9gZzYk4Dc2Jf6m68/kBN7EpATe1J/8/UHcmJPAnJTWcP7koF/vKTZ2dm0ZcuW572vGPp37Nixzs/d2rFjR5qenu68febMmZ4HB0Zbyw9kYP2xJwG5sS/1N19/ICf2JCAn9qT+5usP5MSeBOTGvtTffP2BnNiTgJzYk/qbrz+QE3sSkBv7Un/z9QdyYk8CcmJP6m++/kBO7ElAbipreF+qrvYBkL9iIN/OnTuf976ZmZm0ffv2dPDgwa6yDh8+fGnY34EDB7IZ9gcAAAAAAAAAAAAAAAAAAAAAAAAQrdJeK6MJWVXHjx9Pu3btuubvTU5Opve///2dn19MMejv3nvvTbOzs50BgseOHUs5WcuTO4H1x54E5Ma+1N98/YGc2JOAnNiT+puvP5ATexKQG/tSf/P1B3JiTwJyYk/qb77+QE7sSUBu7Ev9zdcfyIk9CciJPam/+foDObEnAbmprOF9qbraB8DaUAzo27179wsO8tuxY0fav3//C/79mZmZrIf9AQAAAAAAAAAAAAAAAAAAAAAAAEQz8I+X7ciRI2liYuIFf//gwYNp+/btnQGAlzt69GhnIGAx7G/fvn2G/QEAAAAAAAAAAAAAAAAAAAAAAAB9wcA/unLixIk0OTn5gr8/MzPTGe63d+/ezttTU1OdHxcHBh44cOAGHi0AAAAAAAAAAAAAAAAAAAAAAADA6jHwj66Mj493hv7t27fvRf/c4cOH0/bt29PRo0c7f/bMmTNp9+7dabW9733vS5VK5Zo/ruXy3y/+LgAArFe6MgAAXE1PBgCAa9OVAQDganoyAABcm64MAABX05MBAPqPgX/05MCBA53BfxMTEy/5Z2dnZ2/IMQEAAAAAAAAAAAAAAAAAAAAAAADkpL7aB8DaNTk52Rn6t2PHjjQzM/OCf+7w4cPpwQcfTO9///vT7t27b+gxAqxVP//zP7/ahwDwPPYlAHLhOQnIiT0JgFx4TgJyY18CIBeek4Cc2JMAyIXnJCA39iUAcuE5CciJPQmAXHhOAnLz82t4XzLwj54Vg/z279+fZmdn086dOztD/15o8F/xZ6ampjoD/44cOXLDjxVgrXnf+9632ocA8Dz2JQBy4TkJyIk9CYBceE4CcmNfAiAXnpOAnNiTAMiF5yQgN/YlAHLhOQnIiT0JgFx4TgJy8741vC9VV/sAWHuKoX47duxIe/fu7fy6GOB37NixdPLkybRv374X/btHjx7t/N1iACAAAAAAAAAAAAAAAAAAAAAAAADAelZpt9vt1T4I1o5iYN/U1FTn7d27d3eG/V1penq682eKwYAvZHx8PD300ENpcnKy1OMFAAAAAAAAAAAAAAAAAAAAAAAAWC3VVfs/s+YcPHjwJYf9FYohfidPnkwHDhx4wazZ2dm0Y8eOFx0KCAAAAAAAAAAAAAAAAAAAAAAAALCWVdrtdnu1D4L8HT58OO3du7fz9p49e9KhQ4de1t8rBvoVQwKnp6ev+fsTExOd4YAAAAAAAAAAAAAAAAAAAAAAAAAA642Bf7ykYljfjh07Om9PTk6mEydOXNfAwCsdOHAg7du377qPEwAAAAAAAAAAAAAAAAAAAAAAACAnBv7xkrZv355mZmY6bxfD/oqhf70oMqampjoDBC83Pj6ezpw5E3KsAAAAAAAAAAAAAAAAAAAAAAAAALmorvYBkLejR49eGva3c+fOnof9FSYmJjoDA4ucy83Ozqbjx49f97ECAAAAAAAAAAAAAAAAAAAAAAAA5MTAP17UoUOHLr29f//+kMxjx451hv9d+T4AAAAAAAAAAAAAAAAAAAAAAACA9cTAP17U8ePHL729c+fOsNwjR44879czMzNh2QAAAAAAAAAAAAAAAAAAAAAAAAA5MPCPF3T5EL6JiYnQ7MnJyecNEJydnQ3NBwAAAAAAAAAAAAAAAAAAAAAAAFhtBv7xsgb+jY+Ph+fv2rWr1HwAAAAAAAAAAAAAAAAAAAAAAACA1WTgHy9o69atl96enZ0Nz5+YmLjm2wAAAAAAAAAAAAAAAAAAAAAAAADrgYF/vKDLh/DNzMyE558+ffrS2/fcc094PgAAAAAAAAAAAAAAAAAAAAAAAMBqMvCPFzQ+Pv68oX/Hjx8PzT958uSlt3fv3h2aDQAAAAAAAAAAAAAAAAAAAAAAALDaDPzjRe3du/fS24cOHQrNPnz4cOdnw/4AAAAAAAAAAAAAAAAAAAAAAACA9ajSbrfbq30Q5Gt2djZt2bLl0q9PnDiRJicnQ4b9XRwmePLkyTQxMXHdmQAAAAAAAAAAAAAAAAAAAAAAAAA5qa72AZC38fHxdOjQoUu/npqa6gwBvB4zMzOXhv0dOHDAsD8AAAAAAAAAAAAAAAAAAAAAAABgXTLwj5e0Z8+ezo+Lw/p27NjR89C/6enpzt+/mLtv377QYwUAAAAAAAAAAAAAAAAAAAAAAADIhYF/vCyHDh163tC/bdu2paNHj3aVcfDgwUvDAousIhMAAAAAAAAAAAAAAAAAAAAAAABgvaq02+32ah8Ea0cx5O++++7rDO0rTExMpP3796edO3d23r7S9PR0+sAHPpAOHz586e8cOXIk7d69+4YfOwAAAAAAAAAAAAAAAAAAAAAAAMCNZOAfXSsG9xUD/B544IFLQ/wuKob+jY+Pd94/MzPzvN/bt29fuv/++zu/DwAAAAAAAAAAAAAAAAAAAAAAALDeGfjHdTl+/Hg6duxY5+fLh/wVQ/2K4X933313mpqaSjt37kxrXfHxPfjgg52Pd3p6Op0+fbrzvss/1l27dqXdu3ev9qECa1Cxjx46dKizjxY/iv2l2FuKH8XesmfPHgNTgRtC56EX1g1QJl0ZyIXOQ7esGaBMejKQC52HXlg3QJl0ZSAXOg/dsmaAMunJQC50Hnph3QBl0pWBXOg8dMuaAcqkJwO5mF2HncfAP3gJxYN8//796fDhw5fed7GIFA/+4vcffvjhzs+F4n33339/2rdv3yoeNbBWHDx48NLJTrF/FANS77nnns7bJ0+e7JwMFaWjUPxe8WeL/Qcgms5DL6wboEy6MpALnYduWTNAmfRkIBc6D72wboAy6cpALnQeumXNAGXSk4Fc6Dz0wroByqQrA7nQeeiWNQOUSU8GcjG7njtPMfAPuLZjx461x8fHi6GY7cnJyc6vX8jJkyfbe/bs6fzZ4sfExET7xIkTN/R4gbWj2DOKfeLinrFv3772mTNnrvlni73n8j974MCBG368wPqm89AL6wYoi64M5ETnoVvWDFAWPRnIic5DL6wboCy6MpATnYduWTNAWfRkICc6D72wboCy6MpATnQeumXNAGXRk4GcHFvnncfAP3gBhw4duvRAfrEH/pWKB/3l5aSbvwv0h2KfuFguih9Hjhx5WX9v586dl/5OUTgAIug89MK6AcqiKwM50XnoljUDlEVPBnKi89AL6wYoi64M5ETnoVvWDFAWPRnIic5DL6wboCy6MpATnYduWTNAWfRkICeH+qDzVIr/JOB5jh8/nnbt2pUmJibSiRMn0vj4eFd/f3Z2Nu3YsSPNzMx0fn3y5MlOFkCxP2zbtq3zc+HQoUNpz549L/vvb9++/dLecuDAgbRv377SjhVY/3QeemHdAGXRlYGc6Dx0y5oByqInAznReeiFdQOURVcGcqLz0C1rBiiLngzkROehF9YNUBZdGciJzkO3rBmgLHoykJPjfdJ5DPyDa9iyZUvnQXw9D9ziwV+Uk8Lk5GRnIwEoykVRMnrdGy4WlItyLRjA2qDz0AvrBiiLrgzkROehW9YMUBY9GciJzkMvrBugLLoykBOdh25ZM0BZ9GQgJzoPvbBugLLoykBOdB66Zc0AZdGTgZxs6ZPOU13tA4Dc7N+/v/Pg371793UVieLvXpw+PD09fankAP2r2Acu3wvuv//+rjN27tzZKRUXTU1NhR0f0F90Hnph3QBl0ZWBnOg8dMuaAcqiJwM50XnohXUDlEVXBnKi89AtawYoi54M5ETnoRfWDVAWXRnIic5Dt6wZoCx6MpCT/X3UeQz8gyscPny48/N73/ve687au3fvpbcPHTp03XnA2i8YF42Pj3eKRi8u35+KglH8AOiWzkMvrBugLLoykBOdh25ZM0BZ9GQgJzoPvbBugLLoykBOdB66Zc0AZdGTgZzoPPTCugHKoisDOdF56JY1A5RFTwZycriPOo+Bf3CZojgU0z4vFpLrVUz9vJgzMzNz3XnA2nXlyUkxrbxXV54s5VgwgLzpPPTCugHKoisDOdF56JY1A5RFTwZyovPQC+sGKIuuDORE56Fb1gxQFj0ZyInOQy+sG6AsujKQE52HblkzQFn0ZCAn033WeQz8g8tc/iCNesAWm0BkHrA2XXlics8991z3vnLlpGKAl0vnoRfWDVAWXRnIic5Dt6wZoCx6MpATnYdeWDdAWXRlICc6D92yZoCy6MlATnQeemHdAGXRlYGc6Dx0y5oByqInAzmZ6bPOY+AfXObyB+mxY8dCMi9OEN26dWtIHrA2Pfjgg8/79eTk5HXlXXnic/To0evKA/qLzkMvrBugLLoykBOdh25ZM0BZ9GQgJzoPvbBugLLoykBOdB66Zc0AZdGTgZzoPPTCugHKoisDOdF56JY1A5RFTwZyMtNnncfAP7jM+Pj48wrE9PR02KZyZUEB+kexD1wsAxdd755w5UlTVGkB+oPOQy+sG6AMujKQG52HblkzQBn0ZCA3Og+9sG6AMujKQG50HrplzQBl0JOB3Og89MK6AcqgKwO50XnoljUDlEFPBnIz3medx8A/uMyVUzmnpqauKirdOH78+POygP50+V5w0fWWgiv3q2v9PwBeiM5DL6wboAy6MpAbnYduWTNAGfRkIDc6D72wboAy6MpAbnQeumXNAGXQk4Hc6Dz0wroByqArA7nReeiWNQOUQU8GcrO1zzqPgX9wmZ07d141rXPHjh2XpnZ2a//+/Zfefs973nPdxwesTWVMIL98QnGh130K6E86D72wboAy6MpAbnQeumXNAGXQk4Hc6Dz0wroByqArA7nReeiWNQOUQU8GcqPz0AvrBiiDrgzkRuehW9YMUAY9GcjNzj7rPAb+wRUl4lqbwPbt29PBgwe7yjp8+HCanp7uvH3gwIGrCgrQP64sERH7wU033XTV+y7uOQAvReehF9YNUAZdGciNzkO3rBmgDHoykBudh15YN0AZdGUgNzoP3bJmgDLoyUBudB56Yd0AZdCVgdzoPHTLmgHKoCcDuRnvs85j4B+8yJTOK99fTP98OaWi+DMXc4oNZd++feHHCazdk56tW7ded+a1SoVJ50A3dB56Yd0A0XRlIEc6D92yZoBoejKQI52HXlg3QDRdGciRzkO3rBkgmp4M5EjnoRfWDRBNVwZypPPQLWsGiKYnAzna30edx8A/uELxgN29e/cLPrCLTeCFNomLpePee+9Ns7Oznaxjx46VeLTAWlDsBzeCkx6gGzoPvbBugGi6MpAjnYduWTNAND0ZyJHOQy+sGyCargzkSOehW9YMEE1PBnKk89AL6waIpisDOdJ56JY1A0TTk4Ec7eyjzmPgH1zDkSNH0sTExAv+/sGDB9P27duvmv559OjRzgZRPPiLKZ85P/iB1TvhudaE8m5da1L6qVOnrjsX6C86D72wboAoujKQM52HblkzQBQ9GciZzkMvrBsgiq4M5EznoVvWDBBFTwZypvPQC+sGiKIrAznTeeiWNQNE0ZOBnB3pk85j4B+8gBMnTqTJyckXnexZPNj37t3beXtqaqrz4+IGcuDAgRt4tECuTp8+fcP+X6acA73QeeiFdQNE0JWB3Ok8dMuaASLoyUDudB56Yd0AEXRlIHc6D92yZoAIejKQO52HXlg3QARdGcidzkO3rBkggp4M5O5EH3QeA//gBRRTiItNoJjc+WIOHz7cmf5ZTPss/uyZM2fS7t27b9hxAmtvyjlATnQeemHdABF0ZSB3Og/dsmaACHoykDudh15YN0AEXRnInc5Dt6wZIIKeDORO56EX1g0QQVcGcqfz0C1rBoigJwO5G++DzmPgH7yEYnJnsRFMTEy85J9VboDVnHJuDwKuh85DL6wb4HroysBaofPQLWsGuB56MrBW6Dz0wroBroeuDKwVOg/dsmaA66EnA2uFzkMvrBvgeujKwFqh89Atawa4HnoysFYcWMedx8A/eBkmJydf1iZQTP/csmVLZ/onQNlTiQGi6Tz0wroBcqMrA2XQeeiWNQPkRk8GyqDz0AvrBsiNrgyUQeehW9YMkBs9GSiDzkMvrBsgN7oyUAadh25ZM0Bu9GSgDJPrtPMY+AcvQ/HA3rZtW5qZmUk7d+580Y2gmPo5NTXV+QEAsJboPPTCugEA+oHOQ7esGQCgH+g89MK6AQD6gc5Dt6wZAKAf6Dz0wroBAPqBzkO3rBkAoB8cXqedx8A/eBHFA37Hjh1p7969nV8fOXIkHTt2LJ08eTLt27fvRf9uMfWz+LvFhgAQzd4CRNJ56IV1A+TK3gJE0nnoljUD5MreAkTSeeiFdQPkyt4CRNJ56JY1A+TK3gJE0nnohXUD5MreAkTSeeiWNQPkyt4CRJpZ553HwD94kQfw9u3b0/T0dNq9e3c6c+ZM5+eLDhw4kE6cOPGi0z+Lv1tMCi1+BvrT1q1bV/sQAF6UzkMvrBsggq4M5E7noVvWDBBBTwZyp/PQC+sGiKArA7nTeeiWNQNE0JOB3Ok89MK6ASLoykDudB66Zc0AEfRkIHdH+6DzGPgH13Dw4ME0NTXVebt40BeTPq9lcnKyM/2z2AxeSDHxs5j8WUwPBQDIic5DL6wbAKAf6Dx0y5oBAPqBzkMvrBsAoB/oPHTLmgEA+oHOQy+sGwCgH+g8dMuaAQD6wcE+6TwG/sEVDh8+nPbv3995e8+ePS/44L/cvn37OhtBsSG8kF27doUeJ7B2FcWgDOPj46XkAuuTzkMvrBugbLoykAOdh25ZM0DZ9GQgBzoPvbBugLLpykAOdB66Zc0AZdOTgRzoPPTCugHKpisDOdB56JY1A5RNTwZycLiPOo+Bf3CZ6enptHfv3s7bxYP50KFDL/vvTkxMpBMnTrzg3ykmfhaTRIH+UtaJyOnTp6+5DwG8HDoPvbBugGi6MpAjnYduWTNAND0ZyJHOQy+sGyCargzkSOehW9YMEE1PBnKk89AL6waIpisDOdJ56JY1A0TTk4EcTfdZ5zHwjzXh+PHjqVKpXPePlzI1NXXp7fe///09HWsxJfSFpn8+8MADPWUCa9eNPBG56aabbtj/C1jbdJ71RVcG1ipdGciRzrN+6MnAWqUnAznSedYXXRlYq3RlIEc6z/qhJwNrlZ4M5EjnWV90ZWCt0pWBHOk864eeDKxVejKQo6k+6zwG/sEfO3r0aGcqZ2Hnzp3XfAB3O/2zyLnc7Oxs5wQO6O9J59eaUN6tYj95qf8PwLXoPPTCugHKoisDOdF56JY1A5RFTwZyovPQC+sGKIuuDORE56Fb1gxQFj0ZyInOQy+sG6AsujKQE52HblkzQFn0ZCAnR/uw8xj4B3/s0KFDl97ev39/SOaxY8eumnBcvA/oL1u3bn3JE5ZunTp16qr33X333dedC6x/Og+9sG6AsujKQE50HrplzQBl0ZOBnOg89MK6AcqiKwM50XnoljUDlEVPBnKi89AL6wYoi64M5ETnoVvWDFAWPRnIyaE+7Dz11T4AeDmKB9GePXtK/X9cPonzykmd1+PIkSNpx44dl359caoo0D+KCcLRj/1rnThdWTgArkXnWX90ZWAt05WBnOg864ueDKxlejKQE51n/dGVgbVMVwZyovOsL3oysJbpyUBOdJ71R1cG1jJdGciJzrO+6MnAWqYnAzk53oedx8A/1oTiifzyiZzRLn9QRpeGouwUG8rFDSZiujGwttxzzz3p6NGjz3tfsReMj4/3nHn69Onn/brYu64nD+gPOs/6pCsDa5muDORC51l/9GRgLdOTgVzoPOuTrgysZboykAudZ/3Rk4G1TE8GcqHzrE+6MrCW6cpALnSe9UdPBtYyPRnIxUyfdp7qah8A5LYBlFEadu3aVWo+kLdrTRG+3um/V/59E86Bl0PnoRfWDVAmXRnIhc5Dt6wZoEx6MpALnYdeWDdAmXRlIBc6D92yZoAy6clALnQeemHdAGXSlYFc6Dx0y5oByqQnA7mY6dPOY+AfpJS2bt166e0yJnJeXkYUE+g/xeTfKz388MOhJz1TU1PXlQf0B52HXlg3QJl0ZSAXOg/dsmaAMunJQC50Hnph3QBl0pWBXOg8dMuaAcqkJwO50HnohXUDlElXBnKh89AtawYok54M5GJrn3YeA//gigfl9U4evpbTp09fevuee+4Jzwfyt3v37uf9+uTJkz1nFUXlyrLynve8p+c8oH/oPPTCugHKpisDOdB56JY1A5RNTwZyoPPQC+sGKJuuDORA56Fb1gxQNj0ZyIHOQy+sG6BsujKQA52HblkzQNn0ZCAHE33aeQz8g5TS+Pj48zaB48ePh+ZfXm6uLD5Af7j//vuf9+vr2Weu/LvFvlLsYwAvReehF9YNUDZdGciBzkO3rBmgbHoykAOdh15YN0DZdGUgBzoP3bJmgLLpyUAOdB56Yd0AZdOVgRzoPHTLmgHKpicDORjv085j4B/8sb179156+9ChQ6HZhw8fzu7BD9xYk5OTnR8XTU9P95x17NixF9y/AF6KzkMvrBugTLoykAudh25ZM0CZ9GQgFzoPvbBugDLpykAudB66Zc0AZdKTgVzoPPTCugHKpCsDudB56JY1A5RJTwZysbcPO0+l3W63V/sgIAezs7Npy5Ytl3594sSJ5xWU63nwX9xcismfl08WBfrL0aNH09TU1PPKxp49e7rOqVQql94u9qlivwJ4uXQeemHdAGXTlYEc6Dx0y5oByqYnAznQeeiFdQOUTVcGcqDz0C1rBiibngzkQOehF9YNUDZdGciBzkO3rBmgbHoykIPZPuw81dU+AMjF+Pj48yZ9FsWk2BSux8zMzKUH/4EDB7J68AM3XjH19/JiUewL3Tp48ODzfn3kyJGQYwP6h85DL6wboGy6MpADnYduWTNA2fRkIAc6D72wboCy6cpADnQeumXNAGXTk4Ec6Dz0wroByqYrAznQeeiWNQOUTU8GcjDeh53HwD+4TDFt+OLE4eLBu2PHjp43genp6c7fv5i7b9++0GMF1qbiJKUoHBf3mStPYl5MsR/t37//0q9zLBbA2qDz0AvrBiibrgzkQOehW9YMUDY9GciBzkMvrBugbLoykAOdh25ZM0DZ9GQgBzoPvbBugLLpykAOdB66Zc0AZdOTgRzs6bPOY+AfXKGY+nn5JrBt27Z09OjRrjKKEnNx8yiyLp8kCvS34iTloYceuvTr4iTm5ewxxX5y7733Pu+EJ8diAawdOg+9sG6AMunKQC50HrplzQBl0pOBXOg89MK6AcqkKwO50HnoljUDlElPBnKh89AL6wYok64M5ELnoVvWDFAmPRnIxaF+6jxt4JqOHDnSHh8fbxcPk+LHxMRE+9ChQ+2TJ09e88+fOHGivW/fvuf9nSID4IX2jGJfubhfHDhwIOTPAnRL56EX1g1QJl0ZyIXOQ7esGaBMejKQC52HXlg3QJl0ZSAXOg/dsmaAMunJQC50Hnph3QBl0pWBXOg8dMuaAcqkJwO5ONIHnadS/Ge1hw5CroqJnYcPH04PPPBA5+0rJxWPj4933l9MBr1cMXn4/vvv7/w+wIspppwX+0yxlxR7xnve857OxODCyZMn0/Hjx9P09HTn17t37+5MNy/2H4BIOg+9sG6AsunKQA50HrplzQBl05OBHOg89MK6AcqmKwM50HnoljUDlE1PBnKg89AL6wYom64M5EDnoVvWDFA2PRnIwew67zwG/sHLVBSPY8eOdX6+/EFfPMiLzeDuu+9OU1NTaefOnat9qMAadPTo0fSBD3ygs7cUPy6eBBX7S7GvvPe9702Tk5OrfZhAH9B56IV1A5RJVwZyofPQLWsGKJOeDORC56EX1g1QJl0ZyIXOQ7esGaBMejKQC52HXlg3QJl0ZSAXOg/dsmaAMunJQC6Or8POY+AfAAAAAAAAAAAAAAAAAAAAAMD/x97f9MaR/v1iX1MzB0i8kjS4byAbAze1SYAACajRKjneDPUCglCaTVYGhnwHIpTj5XEE6R2IEyROFrElEkEW8YqahR+SLEaUkxcg/XcJch/r4Riwb9vxiMGvyWrWw9XN6uqq7qrqzwcgyK7Hq7qLdX2vYvePEwAAaN+dDrYJAAAAAAAAAAAAAAAAAAAAAAAAAFtPwT8AAAAAAAAAAAAAAAAAAAAAAAAA6ICCfwAAAAAAAAAAAAAAAAAAAAAAAADQAQX/AAAAAAAAAAAAAAAAAAAAAAAAAKADCv4BAAAAAAAAAAAAAAAAAAAAAAAAQAcU/AMAAAAAAAAAAAAAAAAAAAAAAACADij4BwAAAAAAAAAAAAAAAAAAAAAAAAAdUPAPAAAAAAAAAAAAAAAAAAAAAAAAADqg4B8AAAAAAAAAAAAAAAAAAAAAAAAAdEDBPwAAAAAAAAAAAAAAAAAAAAAAAADogIJ/AAAAAAAAAAAAAAAAAAAAAAAAANABBf8AAAAAAAAAAAAAAAAAAAAAAAAAoAMK/gEAAAAAAAAAAAAAAAAAAAAAAABABxT8AwAAAAAAAAAAAAAAAAAAAAAAAIAOKPgHAAAAAAAAAAAAAAAAAAAAAAAAAB1Q8A8AAAAAAAAAAAAAAAAAAAAAAAAAOqDgHwAAAAAAAAAAAAAAAAAAAAAAAAB0QME/AAAAAAAAAAAAAAAAAAAAAAAAAOiAgn8AAAAAAAAAAAAAAAAAAAAAAAAA0AEF/wAAAAAAAAAAAAAAAAAAAAAAAACgAwr+AQAAAAAAAAAAAAAAAAAAAAAAAEAHFPwDAAAAAAAAAAAAAAAAAAAAAAAAgA4o+AcAAAAAAAAAAAAAAAAAAAAAAAAAHVDwDwAAAAAAAAAAAAAAAAAAAAAAAAA6oOAfAAAAAAAAAAAAAAAAAAAAAAAAAHRAwT8AAAAAAAAAAAAAAAAAAAAAAAAA6ICCfwAAAAAAAAAAAAAAAAAAAAAAAADQAQX/AAAAAAAAAAAAAAAAAAAAAAAAAKADCv4BAJ368OHD5MGDB5NXr15tuikAANAbcjIAAKTJygAAUCUnAwBAmqwMAABVcjIAAKTJysCm7VxeXl5uuhEAwHg9fvx48u7du8ne3t7k4uJi080BAIBekJMBACBNVgYAgCo5GQAA0mRlAACokpMBACBNVgY27c6mGwAAjNe3b9+mA56wv7+/6eYAAEAvyMkAAJAmKwMAQJWcDAAAabIyAABUyckAAJAmKwN9oOAfANCZt2/fzn4+OjraaFsAAKAv5GQAAEiTlQEAoEpOBgCANFkZAACq5GQAAEiTlYE++HHTDQAAxuv169fT73t7e5Pd3d2VKqV/+fJl8vHjx+nj+PnTp0/Tn+N7VFA/Pz9vufUAANANORkAANJkZQAAqJKTAQAgTVYGAIAqORkAANJkZaAPFPwDYCrC471792ovHyH24uJism5nZ2eTJ0+e1F7+8PBwFrxZrxiMfPjwYfrzr7/+2ng7dc7Lu3fvNt4+AMAicjJtk5MBgLGQlWmbrAwAjIGcTNvkZABgLGRl2iYrAwBjICfTNjkZABgLWZm2ycpAX9zZdAMA6I9lgmOE2RiArNvx8fFSywvDm5MfbMbgs6lnz55NDg4OppXM51VKf/ToUePtAwDcRk6mTXIyADAmsjJtkpUBgLGQk2mTnAwAjImsTJtkZQBgLORk2iQnAwBjIivTJlkZ6Iudy8vLy003AoD+VqmOQUYMbmLwEJXQ8yKEnp+fr609MdB6+PDhdL/v3r0rzIv2/f7779N5Bjr98ODBg+k51PZ5cnJyMjk6OipM+/jx49wBEQBA2+RkViEnAwBjJiuzClkZABgrOZlVyMkAwJjJyqxCVgYAxkpOZhVyMgAwZrIyq5CVgb64s+kGANBfESJPT0+ng4j4OSpN58XAI0LtOqtmRxtSg5rnz5/Pncf6xQA1OzfKA5S2ZecnAMC6yMk0JScDAGMnK9OUrAwAjJmcTFNyMgAwdrIyTcnKAMCYyck0JScDAGMnK9OUrAz0iYJ/ANzq/v37s4FFaiCyLqnq1pm9vb21tYPb5c+L8mB5VRcXF4XHUUUdAGAT5GSWJScDANtCVmZZsjIAsA3kZJYlJwMA20JWZlmyMgCwDeRkliUnAwDbQlZmWbIy0CcK/gFwq6xyeAwsytWkYyCyDrGfaIeAOwxv377tZMCTVdfPe/z4cev7AACoQ05mWXIyALAtZGWWJSsDANtATmZZcjIAsC1kZZYlKwMA20BOZllyMgCwLWRlliUrA32i4B8ASylXGf/27VslhHZVNfvw8LDz/bC6OB/ivAjzqtI3Fdv99OlTYZqBMADQB3Iyt5GTAYBtJStzG1kZANhGcjK3kZMBgG0lK3MbWRkA2EZyMreRkwGAbSUrcxtZGegbBf8AWEpq4BEDki5FyP3w4UPrAZpuZOdDF1XpywPs2Ee58j4AwCbIydxGTgYAtpWszG1kZQBgG8nJ3EZOBgC2lazMbWRlAGAbycncRk4GALaVrMxtZGWgbxT8A2ApqSB7dnY2q2rdVYiOfQq3wxDnQ3j69Gnr2z4/Py88VuEcAOgLOZnbyMkAwLaSlbmNrAwAbCM5mdvIyQDAtpKVuY2sDABsIzmZ28jJAMC2kpW5jawM9I2CfwAsLVVt/OTkpLP9xbZVOB/WgCd08ZqVq5z/+uuvre8DAKApOZl55GQAYNvJyswjKwMA20xOZh45GQDYdrIy88jKAMA2k5OZR04GALadrMw8sjLQRwr+AbC0g4ODabXzciXyLkN07JP+y86DqEi/t7fX6rajkv6nT58K01Q5BwD6RE5mHjkZANh2sjLzyMoAwDaTk5lHTgYAtp2szDyyMgCwzeRk5pGTAYBtJyszj6wM9JGCfwA0cnh4WHgcYfTDhw+dhOinT5+2vl3aF4OSrAp5F4PUcoXzGFiVB98AAJsmJ1MmJwMAXJGVKZOVAQDkZKrkZACAK7IyZbIyAICcTJWcDABwRVamTFYG+krBPwAaOTo6qkxru9J5FqJT+6J/Tk5OZj938Zqdn58XHqtwDgD0kZxMmZwMAHBFVqZMVgYAkJOpkpMBAK7IypTJygAAcjJVcjIAwBVZmTJZGegrBf8AaCQqTO/t7c0NvW2I7cU+yvuhn968eTP9Hq9XnB9dVzl//Phx6/sAAFiVnEyZnAwAcEVWpkxWBgCQk6mSkwEArsjKlMnKAAByMlVyMgDAFVmZMlkZ6CsF/wBoLFXJ+uzsrLXtR9V0Fc6H4dOnT5MPHz5Mf+7iNYuK97GPPFXOAYC+kpPJyMkAAEWyMhlZGQDghpxMRk4GACiSlcnIygAAN+RkMnIyAECRrExGVgb67MdNNwCA4To8PKwE3BcvXkwODg5aqWgdIffp06eTLsTg7MuXL9Mw/fnz5+m+4udsWjz++vXr5O7du5X1opp3BPxs2ajoHV9RdTuOvYsK36n2RzuinVnbo62x759//nn6uqyzOnwMUDNdvGblCudxnOXXJl6TaMf79+8rz8mvv/46efbsWevtAgBIkZPl5IycDABQJCvLyhlZGQDghpwsJ2fkZACAIllZVs7IygAAN+RkOTkjJwMAFMnKsnJGVgb6TME/AFYe+JycnBSCZwTOVYN/hNcYQJSDbRuifU+ePFlqnTjG4+Pj2SAnKmxH2+JxhOwI5fEVy8S8aH/bg5/YV2w//3zHwCZeg59++mny8ePH6bHF/PiKdrx8+XItg5+sun32vLTt/Py88Dg/sI7nPQZ5cexxrNGGBw8ezNaLtmUDotPT07UOBgGA7SUny8lBTgYAqJKVZeUgKwMAFMnJcnKQkwEAqmRlWTnIygAARXKynBzkZACAKllZVg6yMtBrlwBwi729velXysXFxWV0J/mvZ8+erbS/r1+/Trdzfn6enH9wcFDZ57xl521/f39/eky7u7uVbWVfsVx8xXLxOPb78ePHuc9Dtlxbz0Pe69evL+/evTvbdrQl2jZPPB/5dncpfw6cnp52so/y65S93vEcx+M41nmvTSybXzfaCwDQBjlZTl5ETgYAtpmsLCsvIisDANtKTpaTF5GTAYBtJivLyovIygDAtpKT5eRF5GQAYJvJyrLyIrIy0HcK/gGw0qAnFUgjnK8a8GOb86w66CnLD2zK4TjaEcdTd/vltrUx4MiCffYVz09dsWysE4O8rhweHs7a1oVsEFwekMYx1R1oZctmAyQAgDbIyXLyInIyALDNZGVZeRFZGQDYVnKynLyInAwAbDNZWVZeRFYGALaVnCwnLyInAwDbTFaWlReRlYG+uzMBgBUdHR0VHn/79m3y7t27xtt7/fp1ZZtdunv37uTly5eV6U+ePJl8+vRpcnFxMdnf36+1rdPT08ne3t7s8dnZ2eTx48eN2xbPw6tXrwrPzeHhYe31Y9lYJ16Pk5OTSRfevn07/X5wcNDJ9svnUjy/x8fH0+nn5+e19huvZebDhw8rnZ8AAHXJyTfk5PbJyQDAkMnKN2Tl9snKAMBQyck35OT2yckAwJDJyjdk5fbJygDAUMnJN+Tk9snJAMCQyco3ZOX2ycrAqhT8A2BlqRAeQbuJGGREKF0m2Ldhd3c32ZYI1al5i/zxxx/TgVQmAnZ+4FJXDJjyA5UYeC3zvET7Hz58OBtApgZ2q4pji0Fu6GqgGq9BXpwf8bzE9LqD0fv371e2AQDQNTm5SE5ul5wMAAyZrFwkK7dLVgYAhkpOLpKT2yUnAwBDJisXycrtkpUBgKGSk4vk5HbJyQDAkMnKRbJyu2RlYFUK/gGwsgj45fAZgT0Lw8uIYB7byg8a1qEcikMMMOqG6rxo+/PnzwvToir3MkE7Biz5ytxNBpIx4MnvM7YZX23K2pQ6B9qSqkienSd1lc+njx8/ttI2AIBF5OQiObldcjIAMGSycpGs3C5ZGQAYKjm5SE5ul5wMAAyZrFwkK7dLVgYAhkpOLpKT2yUnAwBDJisXycrtkpWBVSn4B0ArItSX5St01/X27dvOqmUvqzzoWMazZ88qQTv1HM1TXjYC/jLV1mNwkxp0tj3oicFtePr06aQLcQzlNu/t7U2f32W30+XzAAAwj5xcJCe3Q04GAMZAVi6SldshKwMAQycnF8nJ7ZCTAYAxkJWLZOV2yMoAwNDJyUVycjvkZABgDGTlIlm5HbIy0AYF/wBoRaoy+bJVubMAfXBwMOmDVOXzZUSV9HK17jqVziOQZ89FkwHTorYvM3C6TX5Q29VANVXh/Pfff196O+VBzrqr6AMA20tOrpKTVycnAwBjICtXycqrk5UBgKGTk6vk5NXJyQDAGMjKVbLy6mRlAGDo5OQqOXl1cjIAMAaycpWsvDpZGWiDgn8AtKYc8iNo1gn5+UFSeRtD9uuvv1amvXjx4tb1Xr58WZn2888/L7XvCPXlSuDx3LY56Dk9PZ1+j21G5fEunJ+fFx7HgLjJvv7888/C40ePHq3cNgCAuuTkIjl5dXIyADAWsnKRrLw6WRkAGAM5uUhOXp2cDACMhaxcJCuvTlYGAMZATi6Sk1cnJwMAYyErF8nKq5OVgTYo+AdAa1KVrutWOv/27du0onVX1bI3IcJ5uZp2uXp5ytu3bwuPY1DRpCp3DJ4uLi6mr0EMHpatOl/n9eq6Kn25ynlqINlkO10N0gAAUuTkIjl5dXIyADAWsnKRrLw6WRkAGAM5uUhOXp2cDACMhaxcJCuvTlYGAMZATi6Sk1cnJwMAYyErF8nKq5OVgTYo+AdAa1LVrk9OTmqtG9W/Y902q3D3Qao6+aLK71EZPgYUbQX0WDeqm+/v70/alH9duxqoxvMQz0dek+NIPafLVo0HAFiFnFwlJzcnJwMAYyIrV8nKzcnKAMBYyMlVcnJzcjIAMCaycpWs3JysDACMhZxcJSc3JycDAGMiK1fJys3JykBbFPwDoFWpAFxn4BPLjKnC+aIBS7ni9m3z+jgQfPPmzfR7lwPVVGXyJtXe29oOAMAq5OQiObk5ORkAGBtZuUhWbk5WBgDGRE4ukpObk5MBgLGRlYtk5eZkZQBgTOTkIjm5OTkZABgbWblIVm5OVgbaouAfAK2Kitplr1+/vjWURhXq1LpD99NPP1Wmff78ee7yHz9+rLWNTYqq4Vml9i4Hqufn54XHTSu1t7UdAIBVyMlFcnJzcjIAMDaycpGs3JysDACMiZxcJCc3JycDAGMjKxfJys3JygDAmMjJRXJyc3IyADA2snKRrNycrAy0RcE/AFpXHrxEQI6gPE8MisY44AmpatqLnosY/NXZxiblB7FPnz7tbD/l6uSPHj1qZTuPHz9eqV0AAE3JyTfk5ObkZABgjGTlG7Jyc7IyADA2cvINObk5ORkAGCNZ+Yas3JysDACMjZx8Q05uTk4GAMZIVr4hKzcnKwNtUfAPgNalKl/Pq3QeIf/s7KzTatmbdP/+/VoDm8yXL18mfXdycjKrFt7VgCyeo/LgsEl18hhwl59vVc4BgE2Rk2/Iyc3IyQDAWMnKN2TlZmRlAGCM5OQbcnIzcjIAMFay8g1ZuRlZGQAYIzn5hpzcjJwMAIyVrHxDVm5GVgbapOAfAK3b29ub7O7uJoNy2du3b6fLxjpjlBrELBoopAZJfZIfRHQ5UC1XJo9zpMkA682bN4XHBwcHK7cNAKApOfmGnNyMnAwAjJWsfENWbkZWBgDGSE6+ISc3IycDAGMlK9+QlZuRlQGAMZKTb8jJzcjJAMBYyco3ZOVmZGWgTQr+AdCJciDOqpmXvXz5crQVzudVNC8PCPNSwX5RVfR1y1er73IAcX5+3kpl8vI59+uvv67ULgCAVcnJV+TkZuRkAGDMZOUrsnIzsjIAMFZy8hU5uRk5GQAYM1n5iqzcjKwMAIyVnHxFTm5GTgYAxkxWviIrNyMrA21S8A+AThweHi4MzFnF7E+fPiWXHYvPnz9Xpv30009zl3/w4EFl2sePHyd9EVXp11Et/P3794XHjx8/Xnob2fmVp8o5ALBpcvIVObkZORkAGDNZ+Yqs3IysDACMlZx8RU5uRk4GAMZMVr4iKzcjKwMAYyUnX5GTm5GTAYAxk5WvyMrNyMpAmxT8A6ATUa27HDDfvXtXqNgdg6BYJlXZeywieJctqtidmlcO7psSFcOz16/LyvSxj/Lztre3t/R23rx5U3hswAMA9IGcfEVOXp6cDACMnax8RVZenqwMAIyZnHxFTl6enAwAjJ2sfEVWXp6sDACMmZx8RU5enpwMAIydrHxFVl6erAy0TcE/ADqTCsYnJyeFn7sMz30QA728GOAtCvC7u7uVQWC54vemZIOIaN+igduqyscb+4vnZVn5cy38+uuvC6vLl5cHAOiKnCwnNyEnAwDbQFaWlZuQlQGAsZOT5eQm5GQAYBvIyrJyE7IyADB2crKc3IScDABsA1lZVm5CVgbapuAfAJ2JYFwO8FHZPKuY3XV47mOF86dPn966XnmZqPrdRqXz2E4876uuW+cYVnF+fl543OQciec+X1F/UZXzWDae3yYDKwCAJuRkObkJORkA2AaysqzchKwMAIydnCwnNyEnAwDbQFaWlZuQlQGAsZOT5eQm5GQAYBvIyrJyE7Iy0DYF/wDo1OHhYeFxhMsImS9evKjMG5tsgJd3fHx863qpZZoOVvLiOa+z/5S3b9/Ofu66Mn25Mvzjx49Xfu4XnWvZsmMegAMA/SMnF8nJt5OTAYBtISsXycq3k5UBgG0gJxfJybeTkwGAbSErF8nKt5OVAYBtICcXycm3k5MBgG0hKxfJyreTlYG2KfgHQC3litF1pQLyb7/9Nh34dB2eV7VqZfGTk5NK8K5TSTuWKVfkTg2gmrSnabDP9h9t29vbm3R5npWrwzdpc36QFp48ebJw2XkV0AEAbiMnL09OXp6cDAAMkay8PFl5ebIyADA0cvLy5OTlyckAwBDJysuTlZcnKwMAQyMnL09OXp6cDAAMkay8PFl5ebIy0AUF/wCoFf6/fPnSaN0IyeXQGqE2gnOdAcAmvXnzpvG65Wrid+/enbx8+bL2+uVl4zVYpdJ5rBsDiiZVzvMDka4Hqu/fv688b8ueJ9He8iB93sApKqrHss+fP2/QWgBg28nJy5OTm5GTAYChkZWXJys3IysDAEMiJy9PTm5GTgYAhkZWXp6s3IysDAAMiZy8PDm5GTkZABgaWXl5snIzsjLQBQX/AFgowm4WIsvVp+tKBeVVQmbTiutNBgpNKp3HOq9evSpMOz09nQb4uiLoxzrl6vBNjz3WjUreTQaa+WrtXVcDPz8/Lzz++eefl95GeYC+qCp7DAJjfpeV2wGAcZKT5WQ5GQAgTVaWlWVlAIAqOVlOlpMBANJkZVlZVgYAqJKT5WQ5GQAgTVaWlWVlYOgU/APg1rCc+nkZqaC8SnhODUSaDshu8/jx46WWj0FJeZ2oWD6vyvYi8Rw9e/assO0mr0G0J9b9/fffJ028fv16+n0dlemj6vgqz38ot3Fem2NQG+dN0+cFANhucrKcLCcDAKTJyrKyrAwAUCUny8lyMgBAmqwsK8vKAABVcrKcLCcDAKTJyrKyrAwMnYJ/AMyt0n3v3r3CYCJ+jmkxb9nq34eHh8mfl21XVKVO7fvFixfTENtmBfSoMh4Vsx8+fFhru7HML7/8UmhfDBjyA5dlxYApv34c45MnT2qvH4OGGEhE9fBlqqxn4liy40lVq29befDaZLBYHuikBj3ZADLORRXOAYC65OQrcrKcDABQJitfkZVlZQCAPDn5ipwsJwMAlMnKV2RlWRkAIE9OviIny8kAAGWy8hVZWVYGRuISAC4vL79+/XoZ3UKTr1j3NhcXF7Pl4+c67t69O/1q0qZs3WfPnjU+/mjnx48fL3d3d6fbOj09nbv++fl5oa2xTkxrS+x7me2/fv161u5V2hHP3zKv8yqineXXYJXnK9vGwcFBYV72mu7t7bXQagBg7ORkOTlFTgYAkJVl5TRZGQDYdnKynJwiJwMAyMqycpqsDABsOzlZTk6RkwEAZGVZOU1WBsbgx00XHASgX5athF23qnhUkj44OJj9vMz2m1TnztZdtep5VMi+uLiYVsSO6uLxOI7jwYMH0/kfP36cVh7PKoFHW58/f75SZfOU2GdU/I4q7ycnJ9P9RQXz2N/Tp0+n7fn8+fO0Svj79++nxx3LR9ubPn8h9hViW6tsp4nsfGm6blQwj/bH6xOV+eO1i2rvMS2OJ34GAKhLTi6Sk+VkAICMrFwkK8vKAABBTi6Sk+VkAICMrFwkK8vKAABBTi6Sk+VkAICMrFwkK8vKwPDtRNW/TTcCADYtBgn37t0rTIsBQ36AFsu8ePFiOrCIQUd8xUAgwvTPP/88HRRFmF6HCPJv3ryZtSPaFu2Ir2jz0dHR9OdVvHv3bjqwCqenpysNQuqK/cV+2xqUxPP0+vXr6UAwxOsUz806jgUAYAzk5Co5GQCAICtXycoAAMjJVXIyAABBVq6SlQEAkJOr5GQAAIKsXCUrA2Oh4B8A1Bz0bJsYHGRVzsUFAIDtJCdXyckAAARZuUpWBgBATq6SkwEACLJylawMAICcXCUnAwAQZOUqWRkYizubbgAA0E/ZgEdFcAAAuCEnAwBAmqwMAABVcjIAAKTJygAAUCUnAwBAmqwMjIWCfwBAxdnZWaHaOQAAICcDAMA8sjIAAFTJyQAAkCYrAwBAlZwMAABpsjIwJgr+AQAVr1+/nn6/e/fuZH9/f9PNAQCAXpCTAQAgTVYGAIAqORkAANJkZQAAqJKTAQAgTVYGxkTBPwCg4Nu3b5N3795Nf3769OmmmwMAAL0gJwMAQJqsDAAAVXIyAACkycoAAFAlJwMAQJqsDIyNgn8AQMHbt29nPx8dHW20LQAA0BdyMgAApMnKAABQJScDAECarAwAAFVyMgAApMnKwNgo+AcAFLx+/Xr6fXd3d7K3t7fp5gAAQC/IyQAAkCYrAwBAlZwMAABpsjIAAFTJyQAAkCYrA2Oj4B8ATCaTL1++1Jo2dp8+fZp8+PBh+rMK5wAAyMlX5GQAAMpk5SuyMgAAeXLyFTkZAIAyWfmKrAwAQJ6cfEVOBgCgTFa+IisDY6TgHwBMJpNv377VmjZ2Z2dns58PDg422hYAADZPTr4iJwMAUCYrX5GVAQDIk5OvyMkAAJTJyldkZQAA8uTkK3IyAABlsvIVWRkYIwX/ANh6Udn7t99+q0w/Pj6eVfzeFq9fv55+39vbm+zu7m66OQAAbJCcfENOBgAgT1a+ISsDAJCRk2/IyQAA5MnKN2RlAAAycvINORkAgDxZ+YasDIzRj5tuAABsYpDz8OHDWyuZ55e7e/fu9Psff/wxHRCMUQzw4pjD0dHRppsDAMCayclpcjIAALJymqwMALDd5OQ0ORkAAFk5TVYGANhucnKanAwAgKycJisDY6XgHwBbKQY7MZDJBjN11/ny5ctkrN68eTP7+enTpxttCwAAmyEnV8nJAAAEWblKVgYAQE6ukpMBAAiycpWsDACAnFwlJwMAEGTlKlkZGKudy8vLy003AgDYvHv37k0Hdvv7+5Pz8/NNNwcAAHpBTgYAgDRZGQAAquRkAABIk5UBAKBKTgYAgDRZGRirO5tuAACwee/evZsOeMLR0dGmmwMAAL0gJwMAQJqsDAAAVXIyAACkycoAAFAlJwMAQJqsDIyZgn8AwMzdu3cnBwcHm24GAAD0ipwMAABpsjIAAFTJyQAAkCYrAwBAlZwMAABpsjIwRjuXl5eXm24EANCPSuc///zzdOADAABckZMBACBNVgYAgCo5GQAA0mRlAACokpMBACBNVgbGSsE/AAAAAAAAAAAAAAAAAAAAAAAAAOjAnS42CgAAAAAAAAAAAAAAAAAAAAAAAADbTsE/AAAAAAAAAAAAAAAAAAAAAAAAAOiAgn8AAAAAAAAAAAAAAAAAAAAAAAAA0AEF/wAAAAAAAAAAAAAAAAAAAAAAAACgAwr+AQAAAAAAAAAAAAAAAAAAAAAAAEAHFPwDAAAAAAAAAAAAAAAAAAAAAAAAgA4o+AcAAAAAAAAAAAAAAAAAAAAAAAAAHVDwDwAAAAAAAAAAAAAAAAAAAAAAAAA6oOAfAAAAAAAAAAAAAAAAAAAAAAAAAHRAwT8AAAAAAAAAAAAAAAAAAAAAAAAA6ICCfwAAAAAAAAAAAAAAAAAAAAAAAADQAQX/AAAAAAAAAAAAAAAAAAAAAAAAAKADP3axUeiT79+/Tz5//rzpZgAAjMpPP/00uXNH/fChk5UBANolJ4+DnAwA0D5ZeRxkZQCAdsnJ4yAnAwC0T1YeB1kZAKBdcvI4yMkAANudlRX8Y/RiwPP3f//3m24GAMCo/OM//uPk7/7u7zbdDFYkKwMAtEtOHgc5GQCgfbLyOMjKAADtkpPHQU4GAGifrDwOsjIAQLvk5HGQkwEAtjsrD6MsIQAAAAAAAAAAAAAAAAAAAAAAAAAMjIJ/AAAAAAAAAAAAAAAAAAAAAAAAANABBf8AAAAAAAAAAAAAAAAAAAAAAAAAoAM/drFR6Lsf/s3/8WTyw4+lupdX33d2cnUwd3aKyxTmXS+fnLczf97kh+J+cvN2Jtf727leJleTM1t+53r9+KmyzdkxZMvcTLuzcF5if6Xls2UK2yqtn03PtzOb9sPlTXuzaeXvxWk7he9XP2dHe/385p6Cm1fxer3EvGz5ncnlzbyd8jKL5uW2Ofv5srK/bPuLtpktk99mttzsrMutV257YX878/eXbaw8L3/23Cm1pTCvPK3wHBS3VXw9ittMPT+p/VWfg+p6d2qsV//4bt/fovMm+XrMWabQvgWvWXla1v5UWwptKrW7cP5UnrtF51ZqvcT+StPyx1CeljqG1Dary+fnfb91vfT+ivOKvx/fi+sVfuey/VwvU5p+tUJ521fLJvdX2O/1vGz9SWLe7ESqtqm8fnFaNmHBvOQxVPdX+YUqrHc96ebEq8y7+WWYzN9mat71tFy3Ue6qiyoX6+v1F/9izlzOTsrSMnXn7dy+Xqots2m5i+fsmGfHVLjYF9dL7K+yfm75mzbl55XXr3Z02fqfP/+3k3/rf/J/vZnPlmTl/C9dKSvnz5fyRaGQb8vzbtarZuVcTi1tq5yT8+tXc/LVo/w2i7m6OO3OwnmJ/SVydTkP5/dXnVfN1VlWTufiVGYuZuXiaKOYlYuvYjErFy7DC/JNJZ8syNrlnJyfVs7JqW0mc0oqw+7UyGqlzJWfVs7Jqf2kc1j5OKtZuZiniuunc9GCYy+3+5a8We7qUs9d+fgKY5LZdlLPeXF/xfUua7cpmblr5eLceqXcl2pL8nxbmG/rHN/tuTiVp3dqZN9yTk6tnz9/st+xck5O7rfwvM6fd/P7UczJheMs5eSrn0vrJzJs1s70/qqZuZKVE+Pjch5PZuXCNovPXXJe6RiK3V3x+lH8xcrWK++r8EtXXa88rWauvsl91Xk366cudNfrpwbWpWnFbFhcpva8ndvXS7WlnJWLY4PyxbOUkxP7S61fycmFedXnoJyns/W//Of/zeSf/0//w9wOGDP3lLu5p1yc555yn+8pF/bjnvLG7ymnpqVzX6lt7imv/Z5yYRvuKff6nvJ0G/MGsfll3FN2T5lh3VOePihnX/eU+3lPOaQziHvKpWkLM1qp3Q3vKRemlY7PPeVljq/7e8qpbbqnXJq3xnvKqf25p9zPe8qF9dxTpiPuKa//nnIqK7un3M97ysU2FB+7p9yve8qFNpQfu6e89nvK+Xa6p1y4yPTvnnJumnvK7ilT9c/+R//LyeTH/95k504uN17/PPv+Qy6/ZfmytMzVz9e5LTVvp7it1P7uzNbLZ+1SWwrrXW/rh9IyO9Vl7szadnPu72Q5PpuXvwd+Pe1OaZnCvNk2c83Nsuvs2rnkNndSbSk/v9VjmLUl96v9Q6md2eP8z7PvOwvm5V6Pm21NquvtzN/fj6Vpd2rsN1umsL/EeuVtZc/h1bTiMvl52c+zZRLzbi7D1baU18+/HrNjuJlVaV/+NL/ZVqKdpf0Vc/j1tNl28m0pLlPM9sVJiW4ql1OLz0V+xfIyyW3nV0ttq/QczLrcy1wWufxenHb9+PpBaZncvOzn2ffcNr+Xli+sV9pmPmtVtpm715r9/D2xv+uf0/vLpv11/TDfzr8K3y//+qu6/vX+LmfL3syrTMutN9tWaR+FNmTTLvPzSseZX6/cvsI2s3Zez/sr35bredfrXf51WZn3/Xrb2TKF9bLvuefuZlpxmdS0/Hrfy/P+Sh3D9fK5bX4v72+2ndy2S/vLvVQ37bte/nvqObg+j5LbvJ5WOLXK+8tvs9S+1LxsWuFXbvZ6JNpy/bvy13U7c7Nmbc+mZcvkp5WXSS2f//X4a7a/4rL55WbrzbZ3OXeZ4n6L+8se/9Pk++Q/mPy/c08IY/bj//B/Mdn5Z/9GOh/nM+l1OCjn5OLyxZxcmFfKyan9ZDn5aloWDlP5+IdkTk7uL5HxFuXicna+OubSevl5paycf9/Iony7cJulrFy8fZ8+hnymzA4rnTfLGbiac5PzSuON3Mt4s16iLdk2yjm5sK3SflNtL+yvnIsTx5DKsOWsnMzTqZxampdvS3k/5Zw8XWZO267aVN5OIquXlrnaTzon59tbycm5BRf+GbaUgfPHNTusmnm6nJVTebp8vPk2pHJxdVoqTy/KolmHvChXJ/ZbyuOpbVdycmFbpZyc2tblgpy6MIvOz8Wzx/nlZln0r/l5PJXVZzm+mtErOb7Qvup65axczslX0y6TOTm/XDkn59tezsmpaan1yjk5f1yVnJw7hnJOTmfR1P6KbbvaZjG75ueVs3Jhm6Vcmzy+2TLV9VLzKlm5lJML65dy8u0Z+DK5TH5aKlfPsmspJxe3lVivtN/vC9qyKE//l5Pvk7cDzsoK/rGdfvhxsvPDP5sU03XqjTR3Gr6R5k7DN9LcWeKNNPl5dd5I80ONN9Ik3hCz8I00xXnFN8SUP5yZerNM9Y00Pyx8I811SF7wZpk6b6S5s/QbaUp/aC4E6OXe2LLojTTVN3Xk/4DebH/lMF/vje3z27TTwRtpUm8muXkOlnsjTfJNTyu+keZO4zfSXFbXm9veRcukXs/L+est+UaaOm8mX/aNNOX2pd7YsvCNNMl5y7yRZv6HJBe96WXhG2lSb8RZ4sOZi94wnpy34I3ttd5Is9PiG2mS6y16I81lev3UtIVvpEle5BP7K1/ortdf9A633H5XfiNNjXnFtix6Q0xxW7XXm71ZZtk30hS3ueiNNIV5bE9WLmTYUlZOzKv34cw7DT+cWczJt384s5hlF38484d688ofslz44cz581K5OsvKiz6cmeXkVFbOZ+ZyVi6+UvPnlXNGOk+n5qVz37IflkytV30D7qIMu9z+6mXRVB5PzJvT3jY+nJnM+A0+nLnotU6/oT71nBf3t3x2Lm67sF7iOOdl5+K0xLiqkkUnNfNtepnb17s9Ty/MxeVlFq2fnPf91vWKz+v8fLvog5QLP5xZI8Mu+nBm6s3nlaycWK/xhzN3Wir4Vzi5svVK2yssX1o/v43UNhfMq2bR1P5SF7rr9Rf9VXBhHt9pfV7yDealzLvow5ULC/7VWH9hBk5m/MT+2B7uKXdyTzk/zz3lft9TTu3HPeXN3VNOH0N+vfJzlsqGdTLwpFEGdk85nX3dU+73PeXpNqqD2Mp+3VN2T5mB3VOuXfDPPeVN31NOZhD3lDd2T7m4rWJb3FOed3ybuaec2qZ7ypu7p3y1/To5N1uvtL3C8qX189tIbdM95aXuKSfXc0+ZtrmnvPZ7yqms7J5yP+8pJ+eVtnfrPPeU13JPObmee8obu6ec2qZ7yvPy7YbvKaf2456ye8rciGJ//+y/f0vBvwXzUgX4kvOK21pc8K/u/tLbTG+7RrG8/LymBf/a2ma+qMP19pc9hoVFS0rTfly43p1629yZP69cyKROm5aelz0XCwr+pQqFlJdJzstv886CYiml5yB/aa8UWalZ8K9cYLDYZRanJbqSyjL55W66ktS2s+1Uj6U67thZsO38esVtFbv4OgX/UkVElin4Vy3A0eY2Fxf8q1FkJVHwY27Bv8Qyiwv+JeYtLPj3vdm8cvsK65WKgaQK/i2YNyv4lypMkigiclMIL1W0ZP68WgX/UuvNOYaFBf8SRf2SBfiy52BWpCWxzVQBvjul/d1J7O8693/fSRT8u55WKMB4PWbKipZc5sZqN8VKsu/1CoWUpy0q+JfcZvY415bytO81lsmV4alMm62X2z/bk5NvL/hXI6+WcvKymbtY8K/O/pbL8YsK/lXmNS341+Y2Z8tMbj2GQsG/hnlzXpa9+vlO7Zz6Q82Cf51k5nIWzee+JfL0omKAP9TI08Vl0m27Wq68ncS2S8vUzsClZQrTauTU4j3eUr6tm6crbVqUp+sW/Cvn1CWzaCnL1i74tyhz1yr4VyNzt5hF0wX/SvMWFvxbkNXr5PhE+/JtmZc3F2Xg7zXz6k1R54Z5vE7Bv2SOX3QMWfbNt7OYh4vbnD+vnJWTBf+yeXcS+7uT2F8pKxfGG6WsXM7JV9Mukzn56ufJitl50bwl8m0iK/9Vc71Knh54Vs5f3wEAAAAAAAAAAAAAAAAAAAAAAACAlij4BwAAAAAAAAAAAAAAAAAAAAAAAAAdUPAPAAAAAAAAAAAAAAAAAAAAAAAAADqg4B8AAAAAAAAAAAAAAAAAAAAAAAAAdEDBPwAAAAAAAAAAAAAAAAAAAAAAAADogIJ/AAAAAAAAAAAAAAAAAAAAAAAAANABBf8AAAAAAAAAAAAAAAAAAAAAAAAAoAMK/gEAAAAAAAAAAAAAAAAAAAAAAABABxT8AwAAAAAAAAAAAAAAAAAAAAAAAIAOKPgHAAAAAAAAAAAAAAAAAAAAAAAAAB1Q8A8AAAAAAAAAAAAAAAAAAAAAAAAAOvBjFxuFvvvry/9n8uPf/ZubbgZAZ/4PH/6jyrR/++G/tZG2ADAssjKwLf69D//x7Oed6+//9sN/vrH2ANBvcjKwjfeW5WQA6pCVAeb7377/Tyc7k8vZ452dyeS3n/9nG20TAOshJwNMJv/7i/94moGvXOXi337+n2+ySQAwGP/4f/8/3Ty47k//B//8f7Wx9sBY/ct/+S+n33cub+7j/jv/4n+9wRYBwLD96//n//nqh507V992diZ3955stlFAS1n5cvLv/It/sdE2AYyFgn9sp3/9/51MvJEGGLH/43/2n1SmKfgHQC2yMrDVmVkhEwDmkJOBLSEnA7A0WRlgrv/dh/9bZZqCfwBbQk4GmPx7/9l/Wpmm4B8A1POv/h//fmWagn/Qvv/Nv/vvVqYp+AcAzf0X/6//S2Wagn8wpqys4B9AG65KIwMAAAAAAAAAAAAAAAAAAAAAAAAArVLwDwAAAAAAAAAAAAAAAAAAAAAAAAA6oOAfAAAAAAAAAAAAAAAAAAAAAAAAAHRAwT8AAAAAAAAAAAAAAAAAAAAAAAAA6ICCfwAAAAAAAAAAAAAAAAAAAAAAAADQAQX/AAAAAAAAAAAAAAAAAAAAAAAAAKADCv4BAAAAAAAAAAAAAAAAAAAAAAAAQAcU/AMAAAAAAAAAAAAAAAAAAAAAAACADij4BwAAAAAAAAAAAAAAAAAAAAAAAAAdUPAPAAAAAAAAAAAAAAAAAAAAAAAAADrwYxcbhSG4/Ov/V6p7ef19J1cHc2dnwbyG601+KE4rzLteb+eHak3O2XLZvGwfk8nl9bSd6+V3ZuvfTJssnFdc/2qbxeWzfRTmXX/P5mXTw/fraXeyZS5v2ptNK3+/Wi+btlP4nn82vl9Pmz3NhVfxer3EvGz5ncnlzbyd8jKL5uW2Ofv5srK/bPuLtpktk99mttzs7MmtV257YX878/eXbaw8L7f65E6pLYV55WmF56C4reLrUdxm6vlJ7a/6HFTXu1NjvfrHd/v+Fp03yddjzjKF9i14zcrTsvan2lJoU6ndKd/+6b+stqlyLPn2FqcVn4PitPwxlKeljiG1zery+Xnfb10vvb/ivOLvx/fieoXfuWw/18uUpl+tUN721bLJ/RX2ez0vWz//ms3WK+4jta1s/eK0bMKCecljqO6v8gtVWO960s2JV5l388swmb/N1Lzrabluo9JVF1Qu1tfrL/7FnLmcnZSlZerO27l9vVRbZtNyF8/ZMc+OqXCxL66X2F9l/dzyN23KzyuvX+3osvW/fP5vb+axRVk5/0tX+sXPny+VeQ3Xy+XN6rbKOfmW9a+XL+fkqyaUpy2aV83O5Zyc3085J6fmZTk5lZXzubiclbOcnMrK+We8nJWLr0YxKxcuwwvyTSWfLMja5Zycn1bOyaltJnNKKsPu1MhqpcyVn1bOyan9pHNY+TirWbmYp4rrp3PRgmMvt/uWvFnu6lLPXfn4CmOS2XZSz3lxf8X1Lmu3KZm5a+Xi3Hql3JdqS/J8S2TeuZk5eXy35+JUnt6pkX3LOTm1fv78yX7Hyjk5ud/C8zp/3s3vRzEnF46zlJOvfi6tn8iwWTvT+6tm5kpWToyPy3k8mZUL2yw+d8l5pWModlvF60fxFytbr7yvas5dmJ1r5uqb3Fedd7N+6kJ3vX5qYF2aVsyGxWVqz9u5fb1UW8pZuTg2KF88Szk5sb/U+pWcXJhXfQ7KeXqWk//z/ya3cbaBe8rt31POz3NPud/3lAv7cU954/eUU9PSua/+PeU6OTm1TfeUF99TLmzDPeVe31OebmPeIDa/jHvK7ikzrHvKqazsnnJP7ylfHXV+mnvKm7unXJhWOr5tvqe8KOMvuqdc9vWf/qvW7imn2ueecmneGu8pp/bnnnI/7ykX1nNPmQ65p7zee8qprOyecj/vKRfbUHzsnnK/7ikX2jCpc2+4un4qD9fL3Omcu833lPPtdE+5cJHp3z3l3DT3lN1TJuG/+6+vriJ3cvdos5+z799zGS/Li9fzdnLr7VyfQzupedn92x/uJNYr7m/nTj4XF7dVXO96Wz+UltmpLpOd31kbr5a7+vl7Ni/3e5Etd6dwX7z01P1X//p62Vxzs+w6u3bO3+bCeYW2FJdJHcOd2THctOWHbJvX37PH+Z+z7//dzvx5P+Rej5ttXS+bX29n/v5+LE2bLbNgv9kyhf0l1itvK/+a/ZBdDhOvZ/bzbJnEvJvLcLUt5fXzr8fsGG5mVdqXP81vtpVoZ2l/xRx+PW22nXxbissUs31xUqKbyuXU4nORX7G8THLb+dVS2yo9Byn/6l/9q6v1L6/zyeXN/c1ZDrqetpOfl/08+57LN99LyxfWK20zn7Uq28zda81+/p7Y3/XP6f1l0/66fphv51+F75d//VVd/3p/l7Nlb+ZVpuXWm22rtI9CG7Jpl/l5pePMr1duX2GbWTuv5/2Vb8v1vOv1Lv+6rMz7fr3tbJnCetn33HN3M624TGpafr3v5Xl/pY7hevncNr+X9zfbTm7bpf3lXqqb9l0v/z31HFyfR8ltXk8rnFrl/eW3WWpfal42rfArN3s9Em25/l3567qduVmztmfTsmXy08rLpJbP/3r8Ndtfcdn8crP1Ztu7nLtMcb/F/WWP/yn39xW2JCdnQaycj/PZ+Torl3NyMcMWc3JhXiknF9er7m+WlUs5ubheMSeX/fVP/0Uhc5ezcr5vL2flfBYt59rCvNm067ZN6uXbhdssZeXi7fv0MeQzZXZY6bxZzsA387KsnJqXZeVyTp7+XM54if2Vc3JhW6X9ptpe2F85F+fXK+XMfIYtZ+Vknk7l1NK8fFvK+ynn5Okyc9p21abydhJZvbTM1X7SOTnf3kpOzi248M+wpQycP67ZYdXM0+WsnMrT5eNdPitXM+ziLJp1yItydTWPz7Lygm1XcnJhW6WcnNrW5YKcujCLzs/Fs8f55WZZ9K/5eTyV1Wc5vprRKzm+0L7qeuWsXM7JV9Mukzk5v1w5J+fbXs7JqWmp9co5OX9clZycO4ZyTk5n0dT+im272mYxu+bnlbNyYZulXJs8vtky1fVS8ypZuZSTC+uXcvLtGfgyuUx+WipXz7JrKScXt5VYr7Tf7wvasihP/9cDz8o7l5f5UTyMT4SGv//7v990MwAARuUf//EfJ3/3d3+36WawIlkZAKBdcvI4yMkAAO2TlcdBVgYAaJecPA5yMgBA+2TlcZCVAQDaJSePg5wMALDdWTn1/4cAAAAAAAAAAAAAAAAAAAAAAAAAgBUp+AcAAAAAAAAAAAAAAAAAAAAAAAAAHVDwDwAAAAAAAAAAAAAAAAAAAAAAAAA6sHN5eXnZxYahL75//z75/PnzppsBADAqP/300+TOHfXDh05WBgBol5w8DnIyAED7ZOVxkJUBANolJ4+DnAwA0D5ZeRxkZQCAdsnJ4yAnAwBsd1ZW8A8AAAAAAAAAAAAAAAAAAAAAAAAAOjCMsoQAAAAAAAAAAAAAAAAAAAAAAAAAMDAK/gEAAAAAAAAAAAAAAAAAAAAAAABABxT8AwAAAAAAAAAAAAAAAAAAAAAAAIAOKPgHAAAAAAAAAAAAAAAAAAAAAAAAAB1Q8A8AAAAAAAAAAAAAAAAAAAAAAAAAOqDgHwAAAAAAAAAAAAAAAAAAAAAAAAB0QME/AAAAAAAAAAAAAAAAAAAAAAAAAOiAgn8AAAAAAAAAAAAAAAAAAAAAAAAA0AEF/wAAAAAAAAAAAAAAAAAAAAAAAACgAwr+AQAAAAAAAAAAAAAAAAAAAAAAAEAHFPwDAAAAAAAAAAAAAAAAAAAAAAAAgA4o+AcAAAAAAAAAAAAAAAAAAAAAAAAAHVDwDwAAAAAAAAAAAAAAAAAAAAAAAAA6oOAfAAAAAAAAAAAAAAAAAAAAAAAAAHRAwT8AAAAAAAAAAAAAAAAAAAAAAAAA6ICCfwAAAAAAAAAAAAAAAAAAAAAAAADQAQX/AAAAAAAAAAAAAAAAAAAAAAAAAKADCv4BAAAAAAAAAAAAAAAAAAAAAAAAQAcU/AMAAAAAAAAAAAAAAAAAAAAAAACADij4x9q9e/du8uTJk8nDhw8n9+7dm+zs7EwePHgwefz48eTVq1eTb9++TYZiTMcCdGeI14pPnz5N23p8fDz9uYk4rji+OO6jo6PW2wjAdvRJAACwDrIyAABUyckAAJAmKwMAAMDwGM8DAECarAywPjuXl5eXa9wfWyw68devX08LR929e3eyv78/efTo0fTnjx8/TgPAhw8fpsvGvFh2d3d30kdjOhagO0O+VkTbYgCWiXZFG2OQ9vPPP08fx3HkxXHG8fz555+FYwsXFxeTvb29tR4DAOPokwDaFBn3/fv3k69fv266KQD0hKwMICcDUCUnAzQnXwOMm6wMMJ8sDAD9E2OU09PTaR8d45go0BDjl/v3708/4xP9d4xdjFsYO+N5ABgWORbWR1YGWD8F/+hcdOwRmuN7ePbs2eT58+eVQlEhOvujo6PZsi9fvpwu3xdjOhagO2O4VpQL/q0ibqocHBy0si0Atq9PAmhD/GHht99+m/2BId5cnroWArA9ZGUAORmAKjkZoDn5GmDcZGWA+WRhAOifs7Ozaf8chVHqiKINx8fH0+8wJsbzADAsciysj6wMsDkK/tGp+KPtL7/8MgvVdYs+RTCITj8cHh5Oq/xu2piOBejOWK4VbRT8iwFdHL8bJQCbMZY+CWAV8YeE+ONd/NEvz5vLAbabrAxsOzkZgBQ5GaAZ+Rpg/GRlgDRZGAD6qTwWiaIMe3t7hT48+u8Yo2TFGjIx1vn999/15YyC8TwADIscC+sjKwNsloJ/dCY693/4h3+YdfLRWUenXdeDBw96U+F3TMcCdGdM14pVC/65OQKwWWPqkwCWEdeu+KPDn3/+Oc202X+PL/PmcoDtJSsD20hOBuA2cjJAffI1wHaRlQFuyMIA0G8xbomCDdFH7+/vT8cvu7u7C9eJ4r2vXr0qTIt1zs/Pb10X+sx4HgCGQ46F9ZKVATZPwT86k6/OG9WzLy4uVio29fHjx40F7DEdC9CdMV0rmhb8i5spMTjL/9cEANZvTH0SwG3u3bs3+yNDWfbfhfw3eQAysjKwLeRkAJYhJwMsJl8DbC9ZGdh2sjAADMfDhw+nRVKiUEMUbKjr5ORkcnR0VJgWffnf/vY3fTqDZTwPAMMhx8J6ycoAm3dn0w1gnKKTzjr58Pz580ZFo/IFo548eTLZhDEdC9CdsV4roqp6/EeD+B7ty9/kiJ9jABZv2ImbKPEGnVhWsT+AzRprnwQwT/bG8since2KP/Kdnp5O82l8f/To0aabCEBPyMrANpGTAahLTga4nXwNsJ1kZQBZGACG4vj4eFokJcYgyxRJCdG/x2eGyhkgCq/AEBnPA8BwyLGwXrIyQD/8uOkGMN5wnYk/7mb/vW1Zv/766zSkh/geX+suJDWmYwG6M9ZrxU8//TQdeMUXAMMw1j4JYJ7Ly8tNNwGAgZCVgW0iJwNQl5wMcDv5GmA7ycoAsjAADMGnT58mr169muzu7k7Oz88bbePly5eTs7Oz6bbK2y0XUYG+M54HgGGQY2H9ZGWAfriz6QYwPlmHnFmlSFQ5ICxbmXtVYzoWoDuuFQD0hT4JAADSZGUAAKiSkwEAIE1WBgAAhiKKnJQLNzSRWv/FixeTb9++rbRdWCfjeQAYDjkW1ktWBugPBf9oXbkzfvToUeNtRUXuvJOTk8k6jelYgO64VgDQF/okAABIk5UBAKBKTgYAgDRZGQAAGIpsjHF4eLjSdlLrR5GUt2/frrRdWCfjeQAYDjkW1ktWBugPBf9oXTn87u3trbS9cmd/dnY2WZcxHQvQHdcKAPpCnwQAAGmyMgAAVMnJAACQJisDAABD8O7du+n3/f39yYcPH1beXmrsc3p6uvJ2YV2M5wFgGORYWD9ZGaA/FPyjVZ8+fZpWvF7UUS+rHBTOz88n6zCmYwG641oBQF/okwAAIE1WBgCAKjkZAADSZGUAAGAosrFFFEx5+PDhZGdnZ3JyctJ4e1FwZV4xFug743kAGA45FtZLVgboFwX/aFUq+K7a0d+/f//WfXRhTMcCdMe1AoC+0CcBAECarAwAAFVyMgAApMnKAADAkIo2lB0dHSWn1/HgwYMWWgWbYTwPAMMhx8J6ycoA/aLgH63qouru3bt3C4+bBvVtPhagO64VAPSFPgkAANJkZQAAqJKTAQAgTVYGAACG4tu3b8npTQstlAs2ZIxhGALjeQAYDjkW1ktWBugXBf9oVbkTLnfSTfz000+VaR8+fJh0bUzHAnTHtQKAvtAnAQBAmqwMAABVcjIAAKTJygAAwFDMG6/MK3gCY2Y8DwDDIcfCesnKAP2i4B+ddvRthOpUWFhHdd8xHQvQHdcKAPpCnwQAAGmyMgAAVMnJAACQJisDAABDcXR0lBx/7O/vN9rely9fktMVXmEIjOcBYDjkWFgvWRmgXxT8o1Xfvn1by37W0dGP6ViA7mzbtSKO99WrV5PHjx9PHjx4MNnZ2Zncu3dv8vDhw8mTJ08m796923QTAbbWtvVJAABQl6wMAABVcjIAAKTJygAAwFBEQZTT09PJ7u7u7PEff/yRLLxQx8ePH5PTm24P1sl4HgCGQ46F9ZKVAfrlx003gHF38m2E4FR14M+fP0+6NKZjAbqzTdeKGGAdHx9Pzs7Opo8PDg6m/0EhbqbEfz64uLiYnJycTOfHc/Dy5cvJ4eHhRtsMsE22qU8CAIBlyMoAAFAlJwMAQJqsDAAADE18vie+2vDhw4fKtCi+An1nPA8AwyPHwnrIygD9o+AfrYmCT+vSdWXfMR0L0J1tuVZEEb8nT55MB2/xHxPm3UCJgoCxXNwYiWKAsWx8+Q8IAN3blj4JAACWJSsDAECVnAwAAGmyMgAAsM3evXtXmfb48eONtAWWYTwPANtNjoX5ZGWA/rmz6QYw7sq+QzWmYwG6sw3XitevX0+L+B0eHk6+fv268L8l7O7uTi4uLiZ7e3uzGyS//PLLVjxPAJvmWgsAAGmyMgAAVMnJAACQJisDAADb6uTkJDn92bNna28LLMt4HgC2lxwLi8nKAP2j4B+DrOzbdagY07EA3dmGa0VUUo9if1H4r67T09PZzx8+fJgW/QOgW9vQJwEAQBOyMgAAVMnJAACQJisDAADb6uXLl5VpiqQwFMbzALC95FhYTFYG6B8F/+i9u3fvTsZiTMcCbMe1Yn9/f6lif2F3d7dwgySK/h0fH3fQOgC2qU8CAIA+kZUBAKBKTgYAgDRZGQAA6LP43M+nT58WfjYItpHxPAD0mxwLmyMrAzSn4B8AMLfQ3/n5eaP1Dw8PC49fvXpVuWkCAAAAAAAAAAAAAAAAbM5vv/1WmXZ6erqRtgAAQF1yLAAwRAr+0Xvfvn2bjMWYjgUY/7WiXLRv2arse3t7hWnHx8cttAqAbeyTAACgb2RlAACokpMBACBNVgYAAPrq5ORk8uHDh0qRlPJngmAbGc8DQH/JsbBZsjJAcwr+0Zr79+9PxmJMxwJ0x7VisZ9//rnw+OzszOANoCP6JAAASJOVAQCgSk4GAIA0WRkAANgm8Rmfo6OjwrSXL19ODg4ONtYmaMJ4HgC2ixwL9cnKAP2j4B8A0ImHDx9Wpr19+3YjbQEAAAAAAAAAAAAAAACuPHnypFIk5dmzZxtrDwAA1CHHAgBDpuAfnVfH7sLdu3cn6zamYwG641qxuOL7+fn5RtoCsI30SQAAkCYrAwBAlZwMAABpsjIAADBGx8fHk3fv3s0eK5LC2BjPA8A4ybGwOlkZYLMU/KP3ne+XL18q03Z3dyddGtOxAN1xrVj++cnfRAGgPfokAABIk5UBAKBKTgYAgDRZGQAAtsOHDx8mDx48mOzs7PTu6969e5Ojo6NOj//k5GTy6tWr2WNFUhg643kAtoUcK8fCsmRlgP5R8I/WrLPz/emnnzrd/piOBeiOa8Vi9+/fX1vFd4Btp08CAIA0WRkAAKrkZAAASJOVAQBgO7x//37y6dOnSR/F526ikEmXRWLyhVhev36tSAqDZzwPwLaQY+VYWJasDNA/P266AYyvum++mFOqKu+yUsWhuqoiPNZjAbrjWrG8uJmkQjtA+/RJAACQJisDAECVnAwAAGmyMgAAjN/Tp08nHz9+nGb1NjJ/m+7fvz95/PhxZ5/n+eWXX2aPT09PJwcHB53sC9bNeB6AbSDHXpFjYTmyMkC/KPhH60E83zGnOullff78uTLt559/nnRtTMcCdGds14pXr15NXrx4MT2OuNnx+++/Nx5czVuvjecIgPH3SQAA0BZZGQAAquRkAABIk5UBAGD84vMuL1++nGyTGNs8fPhwNsY5Pz+f7O/vb7pZ0BrjeQC2gRwrx0ITsjJAv9zZdAMYl729vda3mQoLu7u7k66N6ViA7ozpWnF2djY5Pj6e7T8eP3nypPH25g32XPcAujGmPgkAANokKwMAQJWcDAAAabIyAAAw5iIpUSTm4uJCkRRGx3geAMZHjoV2yMoA/aLgH6169OhRZdqq1X2/fPlS6eQjkHdtTMcCdGdM14o3b95Upr179671/bjuAXRjTH0SAAC0SVYGAIAqORkAANJkZQAAYGx++eWXyadPn2ZFUroo9gCbZjwPAOMjx0I7ZGWAflHwj1alKmJHiF5Fef11VfUd07EA3RnTtWLVgVmd58FADaA7Y+qTAACgTbIyAABUyckAAJAmKwMAAGPy+PHjyYcPH6bjkL/97W/GI4yW8TwAjIscC+2RlQH6RcE/WpWqiv3+/ftWO/onT55M1mFMxwJ0Z0zXitRA6vDwsLXK7OHp06eNtwfA9vRJAADQJlkZAACq5GQAAEiTlQEAgLGIsce7d++mnxe6uLiY3L17d6n1z87OJjs7OysXgoB1MJ4HgPGQY6FdsjJAvyj4R+sODg4Kjz9+/Nh4W9++fZt+bapY1JiOBejOWK4VDx48mH6PQVt8PXv2bPL69evG24ubKKn/qABAd8bSJwEAQNtkZQAAqJKTAQAgTVYGAACG7ujoaFroJD4f1KRISvjzzz+n36PQCgyB8TwADJ8cC92QlQH6Q8E/Wvf8+fPC46ie3VR53QgRTUJ5U2M6FqA7Y7lW7O/vz26GxE2Qly9frrS98rHEcZQHgwC0ayx9EgAAtE1WBgCAKjkZAADSZGUAAGDIXr16NTk5OZkWSfnjjz8aj0E+fPigSAqDYjwPAMMmx0J3ZGWA/lDwj9ZFgI6vfCBu6vz8vPA4ilAtKyoDRxXv+CpXCR7asQD9NJbrXhxD3MB4/fr1ZFWfPn2afuWtWkAQgOH1SQAA0BeyMgAAVMnJAACQJisDAABDFQVSjo+Pp2Oai4uLlYouvH//vjA2gr4zngeA4ZJjoVuyMkB/KPjHWqr7RsBuIr9ehIf9/f2l1o+Q8Q//8A+TJ0+eTL/i52WDR1+OBei3sVz3oihfLB/FAlcRN1XyopDg4eHhStsEYFh9EgAA9I2sDAAAVXIyAACkycoAAMDQvHv3blpoIcYdUSRlFZ8+fZp8+/Zt+nkgGBLjeQAYHjkW1kNWBugHBf/oxMHBQaG6bxSQWtarV68Kj09PT5fexi+//DIN5Jn4OaYN8ViAfhvLdS87jigW2LQye6pgYLlSOwDj75MA+uzLly+bbgIAGyArAywmJwNsJzkZoBvyNcDwycoAzcjCALAZ8Vmex48fT8cybXyGJxsDPXr0qIXWwfoYzwPAsMixsD6yMkA//LjpBjBe0TE/fPhwWmwqKmFHx/3s2bNa68Y6x8fHhaCwbBXtrPp2atsxb5ntbfpYgGEYy3UvjuPBgwfTY4n/hJAfuN0mVWAwtue6B7BdfRJAn3z+/HnTTQCgR2RlgCtyMgB5cjLAauRrgPGSlQEWk4UBoB9ivJJ9lifGIlEwpWnh3mz8kzGOYYiM5wFgGORYWD9ZGWDzdi4vLy833QjGXVE7Ovt85x9Vf+sUi4p1s06+bkAob+fevXvJeV+/fp3cvXt3MMcCDMdYrnvv3r2b3Rip255ofxxHvuhg/DeF/f392vsFoD3yK8CVyLWRb/PqXBMBGC9ZGUBOBqBKTgZoTr4GGDdZGWA+WRgANi/GH//wD/9Q+CxPm3z8mKEyngeAfpNjYXNkZYDNurPh/TNye3t7k4uLi1lV3idPnkwr/N4WDNro5KOwVSpUxLRli/1t+liA4RjLdS+K9MVxxHpRaT0KCcZxpG6cRNvjOLNq7iGO/+PHj4r9AWyQ/Apsu7ieHR0dVd5YHn777bfJyclJ4b93AbA9ZGVgm8nJAMwjJwMsT74G2A6yMkCVLAwA/RCf4cl/lqdt2TgIhsh4HgD6S46FzZKVATZr51JpYtYkCkbFH24jeEcBqadPn86q/kZRqPhjb9bBR3Gq6OTbCNPxh+S3b99Ofz48PJxud6jHAgzLWK57cRz5QVocy/3796c/l9+ME/Nif7FfAPpDfgW24RqXafoHv3yR7D/++GP6xwsAxk9WBsZKTgZgFXIyQJF8DUBGVga2jSwMAP0WRRnOzs462/7+/v7k/Py8s+3DuhjPA0C/yLHQH7IywPop+MfaRfh+8+bNtEhUfGUdf3TqEZ5//fXXwfwBd0zHAnRnDNeKaHMUETw9PZ0ew5cvX6bT4hjiWIZyHADbbgx9EsC8AtX5N4c3lb0xPf5LkeshwHaRlYGxkZMBaIOcDHBFvgagTFYGtoUsDAD99vjx42nxha48e/ZsWswBxsJ4HgD6QY6F/pGVAdZHwT8AAAAAAAAAAAAAAAAAAAAAAAAA6MCdLjYKAAAAAAAAAAAAAAAAAAAAAAAAANtOwT8AAAAAAAAAAAAAAAAAAAAAAAAA6ICCfwAAAAAAAAAAAAAAAAAAAAAAAADQAQX/AAAAAAAAAAAAAAAAAAAAAAAAAKADCv4BAAAAAAAAAAAAAAAAAAAAAAAAQAcU/AMAAAAAAAAAAAAAAAAAAAAAAACADij4BwAAAAAAAAAAAAAAAAAAAAAAAAAdUPAPAAAAAAAAAAAAAAAAAAAAAAAAADqg4B8AAAAAAAAAAAAAAAAAAAAAAAAAdEDBPwAAAAAAAAAAAAAAAAAAAAAAAADogIJ/AAAAAAAAAAAAAAAAAAAAAAAAANABBf8AAAAAAAAAAAAAAAAAAAAAAAAAoAMK/gEAAAAAAAAAAAAAAAAAAAAAAABABxT8AwAAAAAAAAAAAAAAAAAAAAAAAIAOKPgHAAAAAAAAAAAAAAAAAAAAAAAAAB1Q8A8AAAAAAAAAAAAAAAAAAAAAAAAAOqDgHwAAAAAAAAAAAAAAAAAAAAAAAAB0QME/AAAAAAAAAAAAAAAAAAAAAAAAAOiAgn8AAAAAAAAAAAAAAAAAAAAAAAAA0AEF/wAAAAAAAAAAAAAAAAAAAAAAAACgAwr+AQAAAAAAAAAAAAAAAAAAAAAAAEAHFPwDAAAAAAAAAAAAAAAAAAAAAAAAgA4o+AcAAAAAAAAAAAAAAAAAAAAAAAAAHVDwDwAAAAAAAAAAAAAAAAAAAAAAAAA6oOAfAAAAAAAAAAAAAAAAAAAAAAAAAHRAwT8AAAAAAAAAAAAAAAAAAAAAAAAA6ICCfwAAAAAAAAAAAAAAAAAAAAAAAADQAQX/AAAAAAAAAAAAAAAAAAAAAAAAAKADCv4BQAc+ffo0efjw4eTVq1ebbgoj9eHDh8mDBw8m796923RTAACWIivTNVkZABgiOZmuyckAwFDJynRNVgYAhkhOpmtyMkD/yQOboY9k7FxbtteTJ08m9+7dm17nGMfro89im+nPNsN1h7FzbdlesnK/PRlgVlbwDwBaFp17hPVv375NDg8PN90cRmpvb2+yu7s7efz48eTk5GTTzQEAqEVWZh1kZQBgaORk1kFOBgCGSFZmHWRlAGBo5GTWQU4G6Dd5YHP0kYyZa8t2Ozs7m772ijSN5/XRZ7Gt9Geb47rDmLm2bDdZud/OBpiVFfwDgA7Ceri4uJjcvXt3001ixM7Pz6dh8ujoSDV4AKD3ZGXWSVYGAIZCTmad5GQAYEhkZdZJVgYAhkJOZp3kZIB+6kse+PTp07Qt20gfyRj15drCZkRxjMznz58nfbDN/Uybr48+i23Tl/5sm69hrjuMUV+uLWyGrNxv3waalRX8A4AOwvoff/whrDM3NEaV56j2fO/evcnOzs70K36O8+fJkyfTQFg3ZMe5FtWjj4+P/ccDAKC3ZGXqkJUBgG0jJ1OHnAwAbCNZmTpkZQBg28jJ1CEnA4xbX/LAu3fvJg8ePJi2ZSj9gz4S+n9tgYx+pl36LLZFX/oz1zDXHcalL9cWyOhn2rWpPmvn8vLycm17A+ihuOhHBdv4ioqt0Vl8+fJl+jj7+eXLl5PDw8NNN5Uei/MlwkScM1HJd39/f9NNoofOzs4mv/32W6FS9G0ODg4mv//++8IBoPMPgK7IyrRBVqEOWRmAIZGTaYOcQh1yMgBDIyvTBlmFOmRlAIZETqYNcgp1yMkA49an63G0I/sQdvQhX79+nfTZmPtI4w1W1YfzmM2L1z+KbYRnz55NrxubpJ9p//Xxu87Y9ekcdw3rz2siK7OqPpzHbJ6svBpZeY4o+Aewzfb29qLw6cKv169fb7qZ9Nzu7u70XDk8PNx0U+ip8/Pz6TlycHBweXFxMZ329evX6c/Pnj1b+Rp0eno6Xfbu3buXHz9+XMMRAbANZGXaICtzG1kZgKGRk2mDnMxt5GQAhkhWpg2yMreRlQEYGjmZNsjJ3EZOBhi/vuSBrM8ZSp4dex9pvMFYri1sVlwXs2tGXBs3ST/T3euz6T4LtqE/cw3r13VHVmYs1xY2S1ZuTlae7868QoAA2yKqq0aF1729vVoVXqHs6OhoWrV3d3d38vr169a2++7du+m2oxpwVBXe2dmZfn/w4MHkyZMnk5OTk+l+GYZ4zaLK/+np6fR6E+KaEz9Hpeionh1Vo1Pi3LpNXMfiKypHx74AoA2yMquSlalDVgZgaORkViUnU4ecDMAQycqsSlamDlkZgKGRk1mVnEwdcjLAuHWVB5o4Pj6uNa0vxt5HGm8wpGvL48ePp2MOWEQ/051N91nQFVm5OVkZ5pOV6SP9THfW3mctKAYIsJVSlWD7XNWWy95UQY6f2xDVf6Py721V47Ov/f391vZNN7KKzlEh+jaxTFR6z86BZSpJx7pN1gOAumRlliErU4esDMAYyMksQ06mDjkZgLGQlVmGrEwdsjIAYyAnsww5mTrkZIBx6yIPtNGWIWTabewjjTfo47Xl4uLicm9vb7a/Or+TrFe8Jtnrs8nrmH6m+9enT30WtEFWbk5W7u9rw+bJyuTJys3Iyovd6b6kIMCwRCVYWKY6d4hqvVHpvY3q21HxNyr/RrXii4uLKM47+/r48eP0HM1XJI7/sJlfj/7J/sNpnf8AEMtEpfeoSB2v+TLXpFg3W/7Vq1eTDx8+rNBqAKiSlVmGrEwdsjIAYyAnsww5mTrkZADGQlZmGbIydcjKAIyBnMwy5GTqkJMBxq3tPLCK4+PjRvM2ZRv7SOMN+nRtid/BGEc8fPhQdqQW/Uz3+tRnQRtk5eZkZZhPVqaP9DPdW2efpeAfQEL+TQowT3TSWdBYNTTEG2AikMebYiL4xxtmIpTs7e1Vzs1nz55N58f3vLOzs+k2sjbRH/F6hXUMuOINWFnw/e233zrfHwDbR1amDlmZumRlAMZCTqYOOZm65GQAxkRWpg5ZmbpkZQDGQk6mDjmZuuRkgPFqMw+sKnJE9DVR8CD6g1TeODk5mfTJtvaRxhts6toS24xxQxSbiLHDgwcPpo+hDv3M+vSpz4JVyMqrkZUhTVamj/Qz67OuPkvBP4CEOlVi2W4RqrNKxxGMVh3g/fLLL9OwEgHg/Py81vZikBBvtim3K0K+/6DZT2/evFnLfrIBZJxTBnsAtE1W5jayMk3IygAMnZzMbeRkmpCTARgDWZnbyMo0ISsDMHRyMreRk2lCTgYYl7bzwKqytjx//nz2c9mmC63Ms219pPEG67y23Lt3b7KzszP9iqIlT548mRZJyYpRxBfUoZ9Zr770WdCUrNweWRluyMr0lX5mvdbRZyn4BwAN5IPQquEnthWdffzHzPIbY24Tb7wp/wfN7L9wDk20e2gVmuuKQViIQdg63uTUp/92AABsH1m5fbJye2RlAGBT5OT2ycntkZMBgE2SldsnK7dHVgYANkVObp+c3B45GWB4eWBV7969mxUk2NvbmxY9SBUmiOIIJycnk77QR0L315bsdyvO/bg+xO/B6enp5OvXr9Pvjx49mmyDMY831kE/s376LIZOVl6drAxVsnI3ZOXV6GfWbx19loJ/ALCkCBRZJd5488sq1bkjOEVIiW3Ef8xsIgYM5TZk2x2S+O+h8QagCJ1jE+E58+LFi7UFyex87VM4BwDGTVbuhqzcLlkZAFg3ObkbcnK75GQAYBNk5W7Iyu2SlQGAdZOTuyEnt0tOBhhOHmiz6MHz589vLX6w6YIrefpI6P7acnl5Of2KoiUXFxfTIuNRfCIrjrAtxjzeWAf9zGbosxgqWbkdsjIUycrdkZVXo5/ZjK77LAX/AGBJ+UBxdHS00ray0JSv+N1Eav1o55CqHcebf8IYK3THwC4Tb3DKjrVL+XOzT+EcABg3WbkbsnK7ZGUAYN3k5G7Iye2SkwGATZCVuyErt0tWBgDWTU7uhpzcLjkZYDh5YFXxgfzoP6O/yX9YO4ofRKGCsuiHsiIJm6aPhP5eW8ZmzOONrulnNkefxVD1qT9zDVuO6w591qdry9jIys3pZzan6z5LwT8AWFK+Am8qCDXZVlbht6nU+vEmmrdv306GYkhv+lk1lK5joBdBPQvuEYBVPQcA1kFW7oas3C5ZGQBYNzm5G3Jyu+RkAGATZOVuyMrtkpUBgHWTk7shJ7dLTgYYTh5YVVb4N/Xh5nkfeF612HCb9JHQz2vL2Ix9vNEl/czm6LMYqj71Z65hy3Hdoc/6dG0ZG1m5Of3M5nTdZyn4BwBLhvUsVK765pesU4+g0kZF6nxV5szp6enK26Ud+RAar31+4LeOffpvBwBA12RlmpKVAYAxk5NpSk4GAMZOVqYpWRkAGDM5mabkZIDxaDMPrCr6lMgRkSdSWSA+/JwqhBAfhD47O5v0gT4S+ndtgYx+ZvP0WQxNn/oz17DV9+m6Q1/06doCGf3M5nXZZyn4BwBLeP369eznx48fr7St8/PzWTh5+PDhZGdnZ6WQkq9wnFHdvj8iMN+9e7cQ8CIwdyl/TsS5oAI6ANAlWZmmZGUAYMzkZJqSkwGAsZOVaUpWBgDGTE6mKTkZYDzazAOrOj4+vvVDzfPmZetumj4S+ndtgYx+ZvP0WQxNn/oz17BmXHfooz5dWyCjn9m8LvssBf8AoKbogPP/4TL1xpVlpMLIKiHlwYMHK7WH7pWrunc96IvK3PGVefv2baf7AwC2l6zMqmRlAGCM5GRWJScDAGMlK7MqWRkAGCM5mVXJyQDD13YeWEW0I76iDXt7e3OXi74gPsBdFpnj7Oxs0gf6SLZdn64tkNHP9IM+iyHpU3/mGtac6w5906drC2T0M/3QZZ+l4B8A1JTvgCMY5asJNzGvgm/T/3Z5//795PQhVTkeu+fPn1dem3jzVJfyA8vT09NO9wUAbC9ZmVXJygDAGMnJrEpOBgDGSlZmVbIyADBGcjKrkpMBhq/tPLCK4+Pj6feXL1/euuy8ZbJtbJo+km3Xp2sLZPQz/aHPYij61J+5hq3GdYc+6dO1BTL6mf7oqs9S8A+AWqIC8KtXr6ad55MnT6Y/b5vz8/NWq3PPC/zz3hDD8MVrXq5CfXJyMv3qSr7K9fv37zvbDwBsM1lZVmZ1sjIAjI+cLCezOjkZAMZJVpaVWZ2sDADjIyfLyaxOTgbGYptzQdt5YJXXIIoERxui4MFtdnd3JwcHB5Xp8SHus7OzyabpI9nm60qfri2Q0c/0iz5rWLa5T+tLf+YatjrXnX7Z5utKn64tkNHP9EtXfZaCfwBrFp1ihN2HDx9O7t27N9nZ2Zk8ePBgeqGPKrnRAXclth37yO87vsfjmJ76D4sRBmJ+fL1+/Xry5cuX6fRsO9skH2gePXq08vZSlYcjsDQdDGSvTZk35vRLqkp2nAtd/YfTfJCP/9bqP6kC0Gey8nDJyrRBVgaANDl5uORk2iAnA8B8svJwycq0QVYGgDQ5ebjkZNogJwMp8bsZH9iPPBC5IOuns5wQ2SH65LyYFl99zgWxfHw4OI4tlonrXRxjLBvHFftM7SeuV7Fe9nxkz0W0L455kx84bjsPNBXPZ/570z5o2W10SR/ZDuONYerLtQUy+pl+GWufVZesXCQr3841bHVjve7IysPUl2sLZPQz/dJVn6XgH8AaxIU7OpwIxxHUIzTHmyWiYzo9PZ29oSIGztlguXwDYBWxv2wgHvuI9kQV3Nj/06dPp49jejZoyDqZbAAfVX0vLi4mHz9+nLY3e2NGbLcPVX3XoTyIqlMN+TZxDsTzGc9v9viPP/6Y+x81bxOvT0rT7dG++N168eJFct4qN/gWifMrfw60eW0BgDbIysMnK9MGWRkAiuTk4ZOTaYOcDABVsvLwycq0QVYGgCI5efjkZNogJwPz+ujog+P6EL+zWT6Ivje+xwd/o6/O+vK4lsQ1I/rgJh9gXWcuiHXiK44hthnFR+I6FMvOa3ssF0UPYp3YV3yP/Tx79my6r9hHbDOWWXcxky7yQNN2xPMY+1+mUHA8nwcHB5Xp8VpsOtPpI1djvDFsfbm2QEY/0z9j6rOWIStXycr12uEatroxXXdk5WHry7UFMvqZ/umsz7oEoGJvb+8yLpHZ1+vXrxtvK9bNtrO7u3t5fn4+d9mvX79eHh4ezpbf39+fTltFfv/xdXp6Wmu57DlItTeOI1vu5cuXl9sgjjP//PRRnC/5Nmbn0FCM+ZyK36P8dSX1Wq16rVkkv7+Dg4NO9gHA9pCVZeUyWbl7Yz6nZGUAxkJOlpPL5OTujfmckpMBGBNZWVYuk5W7N+ZzSlYGYCzkZDm5TE7u3pjPKTkZSIk+eZnf/48fP1YySjzucy6IXBPXoHK7819xXJm4Rt29e3fh81G+hq6z3+hLHsieg0W5cp6Li4vk6xCv4yZsax9pvGG80adrS3n/8bXqedFHQz+n4jXJjuHZs2ed7ks/08/XZ9vGdbKyrNyUa1h7ZGVZuQ82fW2RlYdBVm5GVl6sn38JBNiwtsJ6Pngvc+GOzitbLwbI+UHzMsoB/LaOvbz8vOPOh8embRua/Gu57I2YdUkFnCEF3yG2+Tbx+5EPcHEeZb8zERjLr1f8vnd9/m4qlAMwHrKyrFwmK3dviG2+jawMwNjIyXJymZzcvSG2+TZyMgBjJCvLymWycveG2ObbyMoAjI2cLCeXycndG2KbbyMnA3X6+viw7zLy15Vl+qQ+5ILIQ+VrX7ZOzItrVJ1skS9wUOdYxpQHsg+Hr7L/eR/gnld8ogvb3kcabxhv9OnaoojJMKyriIl+pr+vzzaN62RlWbkp17B2ycqych9s+toiKw+DrLwcWbkeBf8AOgrr+cFvk061HNiXvXFQrsAbnciyxx77nRcKtyGkz3te+vgfKsoDrexrSIYe1hf9l4/U73A+POa/ujj+TVeYB2BcZGVZuUxW7p6sLCsD0H9yspxcJid3T06WkwEYBllZVi6TlbsnK8vKAPSfnCwnl8nJ3ZOT5WTYJnFdWKZ/Ll8/svXrZoy+5ILUtS/WjevUou3fdl1b14f++5AHsg9kr1K4pXw+rLuIhz7SeMN4o1/XFkVMhmFdRUz0M/19fbZpXCcry8pNuYa1S1aWlftg09cWWXkYZOX6ZOX67kwAaN2rV68mZ2dns8d//PHH0tvY39+fPHv2bPrzt2/fJk+ePJl+r+u3334rPD4+Pq613tHR0ezn2F95O5nd3d3JNvn06VOvj/3ly5eVadn5w/rF71v8zoa9vb3J3/72t+n3vLt3704ODw8r675586b19pTP2fz5DADrJiuPj6zMMmRlAEiTk8dHTmYZcjIAzCcrj4+szDJkZQBIk5PHR05mGXIysEhkhKxPf/z48dLrz7t+DCEXRNtT16Roz+np6XR+HQcHB4XHHz58WConDTUPxHG+e/du2qdEVmxq3vpxfPkM2wV9ZDuMN8Zl09cWyOhn2u9n2jTUPmtZsrKs3JRrmKyckZXHZdPXFsjoZ95M+qyLPkvBP4AOOtN8MI7AXXegW/b8+fPCRX9ecC6LzjzasWggPk+5A4+OeyiDpK7EoCU/UHrw4MGkT+K1Lr9G8Xqn3lxD9+L3Pwbs2etwcXEx9xqQGkSnXs9tvfEBwPjIyuMjK7MMWRkA0uTk8ZGTWYacDADzycrjIyuzDFkZANLk5PGRk1mGnAzc5vz8fOUPq+eLAAw9F0R/teyHpVPtf//+/WTseSDrN9ro4+dt48WLF5Ou6CPbYbwxLn24tkBGP9N+P7PtfVYTsnKRrFyfa5isHGTlcenDtQUy+pkPvb4eKfgHMABZ1dlU4F5WuUJtBOcI4reJavp5y9x4SC3bdbXevit3uPfv35/0SWoQVz4HWI+Tk5NZGC3fAJz3+1auTB3q/J6P/cYHAOMkK4+PrExdsjIAzCcnj4+cTF1yMgAsJiuPj6xMXbIyAMwnJ4+PnExdcjJQR77YRtPfx/i9rlu0oO+5IK55TfLSuq9tm84D8cHqeK6WLfgyz7ztZPtpmz6yPcYb47Lpawtk9DNXumjbNvdZTcjKRbJyPa5hV2RlWXlsNn1tgYx+ZjuzsoJ/AC0qV7KOjrBpZe554T9Vsfa2avjL/qeBcgf5559/TrbZly9fCo+b/ueGLkQAyldizwZrqZBDtyJE5v87x+vXr2udK6kB/cePH1ttW/k61Pb2AaAOWXmcZGXqkJUBYD45eZzkZOqQkwFgMVl5nGRl6pCVAWA+OXmc5GTqkJOBJuJa0VTd/mgIueDg4GDla9u3b98mY84DWQZ8+fJla9uct606eXMZ+sj2GG+Mz6avLZDRz/S/Hxhan9UGWfmKrHw717ArsrKsPDabvrZARj/T/36giz5LwT+AFr148aLwuI03M5Sr59apnNt2FfMhVEXvUtc3G1ZpVz4AZeGryQ0WVpcfWEcQzVfWXyRVIbvr37m+ntMAjJusPE59zRWycr/IygAwn5w8Tn3NFHJyv8jJALCYrDxOfc0VsnK/yMoAMJ+cPE59zRRycr/IyUBd+Q/Vlj90u+x27t+/f+tyfc8FbRWp/fz582Ss184s/8Vrnuo3VnnuU9urkzeXoY9sj/HG+PT9nGM76GeGeT0a6/VDVi6SlW/nGnZDVpaVx6bv5xzbQT8zzOtRG9cPBf8AWhIdSPk/GD5+/LiVbZer2MZ/RmRzVq243pZy5fZ4E82zZ8821p5tFjf28sFsmQracT6Vf8e7DqTlqvMA0DVZeXvIypTJygAwn5y8PeRkyuRkAFhMVt4esjJlsjIAzCcnbw85mTI5GVhGOR+cnJxMp5VzxG0iD5yfn0+GrnwNHIp15oHj4+Ol+5e65m0z2+eq9JHtMd7YDn0Za7Bd9DPDLGLS5z5rFbJykax8O9ewG7KyrDx2sjKboJ/Z3qys4B9AS1KVbOtU6K+j3FndVjX3559/bmW/8/a/bfo4SIwglT8PvIlmcyI8xo29/O/Lsv+9tFzJv4uq8AaaAGySrDxesjKLyMoAsJicPF5yMovIyQBwO1l5vGRlFpGVAWAxOXm85GQWkZOBZR0eHlZ+J+Oa/vDhw+nXq1evli5oMuRcMJScsak8EOdCnB9N+pe6fdD+/v7c/a5CH9ku441x6uNYg+2in+m+n9nGPmsVsnK32+uKrDzea9hQrjuy8jjJymyafmZvq7Oygn8ALUlV428r5JYv/tEBLqpQW97vsjcYytt+9OjRZJuVw0Fbg7CmIvzEjaNNvokmzpEHDx5MdnZ2WvvKv0morW3eu3dvWh26S+Vq0032Vz6nur5J0ffAC8D4yMrjJStXyco3ZGUAWExOHi85uUpOviEnA8DtZOXxkpWrZOUbsjIALCYnj5ecXCUn35CTgSZ+//335PTos+M6GMVM4joW3+O6cnZ21vh3t++54KeffpoMwabywIsXL5L9TZvmbTvOxTa3q49cjfHGOPVtrNEXxhvro59Zbz+zLX3WqmTlG7LyYq5hsnJGVh4nWTlNVl4f/cz9rc7KCv4BtCQVntvqVFIBcVFYL3eIi5at08F0URGYZmLglX99X79+vZH/mBntWPa82oQ4l1etMH3b9vPVp7P/8rGs8rWii0GhgSYAmyQrsw6y8nJk5W63CQB1yMmsg5y8HDm5220CQF2yMusgKy9HVu52mwBQh5zMOsjJy5GTu90m0Fz0rXU+LBzX27jOPHnyZPpB6cePHy9dLEAuGK54raKATRSM6PJ539vbm+zv71emx7nWtB/VR7bPeINtYryxHvqZ9fQzbep7+9oiK1OHa5isnCcrs01k5fXQz0y2Piv/2OrWALbYuoPLoqqv0fFG555vU3S4qc64rNwxR0Boq8r4WHz58mUjFYLj9fzll19mj09PTzc2kIr9xv7bPO+zStBxnsbNrzbE61TnvG/q7du3hcexrzbOjS7Orzhvu9w+ACwiK28PWVlWzsjKAHA7OXl7yMlyckZOBoB6ZOXtISvLyhlZGQBuJydvDzlZTs7IycAqomBr9LG//fbbwn693E8/fPhw+iHdKPpah1ww3DyQ9Y11Ct6sKvYR51aqDRcXF0tvTx/ZPuON7bCpsUbfGG+sh36mqu+/f0Pps9ogKw+brDyea9hQrjuy8naQla/Iyuuhn6nq++9f232Wgn8ALak7qO+iQ0iJIJXveOMGQp3QUg4FXYSECHgRxur+J4TbRPXiOL7YbnxFB/nzzz9P/3PC06dPV+4w+xAO4vyK1zM7z87PzzceQtt+E08WTOPc2MR/A20iXoe8poOM8vXj0aNHky71vcI1AOMjK9cnKy9PVu4nWRkAbicn1ycnL09O7ic5GQDqkZXrk5WXJyv3k6wMALeTk+uTk5cnJ/eTnAy0cS2Nr1evXs36sjpOTk4m79+/r/2h3z7ngqFYdx6IcyEyThR3WEeB3yhKEV8fPnwoTI/HdYtT5Okj22e8Mc7xRh/GGn1lvNEt/cxm+plt6bPaIisPh6y8HdewPl93ZOX6ZOVxkJW7pZ+5su1Z+U4rLQGgd6LTzQee6PTLnXBZLJOvzh2dbduVueNmxoMHD2bBehXR1nv37k1DeRxvtPfr16/TGyXx+OjoaDo/9tlmh7vugVn+TTQxeIjj2/SbaEhXs2/6upQH33H+ti1/3hqEArDtZGVZme7JygAwPHKynEz35GQAGCZZWVame7IyAAyPnCwn0z05GWhL9NkfP36cfsUH5Q8PD2/tg6Nfj75uyLlgSNadB7IP26+zcMy8fWVtWYY+cvz6el0Z2nhj02MNtpd+Zn39TJu2tc+SlftPVh7vNWxbrzur6ut1RVaGevQzV7Y9Kyv4B9CSVKhtK9ilKnHXCdHlari//PJLpQPNRKCN0Jtp6z8zZhWGIzjv7OzUvolxm2hvdnxxIyVCRjwn0TnG93gcwT1+jn22td9NiNctqzqeDUTYvPj9Lv+ON31tygPpqC4PAGMiK6fJyquTlftJVgaAeuTkNDl5dXJyP8nJAFCfrJwmK69OVu4nWRkA6pGT0+Tk1cnJ/SQnA12IfisKmEQhk+jfLi8vp31yFApIfVA1+sN5fXsfcwHL5ac4Hw4ODta233iNU31Z9FN1z7Ogj+yG8Uaa8QYsTz9T3HfeNvczQyArE1zDivvO2+ZrmKycJivD8vQzxX1vcz+j4B9AS1ID9lTIbiIV+stVo1MioMYNhgje0VHGdiLgxn9hjGq7EXjje1TLzsJsdNYRflcN6rHNCOfxPQYBb9++nd7YaKPad4SGrL2np6dztxmvSRx7iGNtWqW7vP22Xtc64vWKsBJt+Nvf/rbV/4Whb8rV5Vd5bfLbygadbSpfQ3766adWtw8At5GVi2TldsjK/SUrA0A9cnKRnNwOObm/5GQAqE9WLpKV2yEr95esDAD1yMlFcnI75OT+kpOBVX7ny9eQRaJPzj4sH9/LUtP6lgvGYJ15IF6H/Pd1mnc+LdMWfWQ3jDfGOd7Y5FiD7aWfWV8/s6191ipk5WGSlcd5DRvSdUdWLpKVoTn9THpbu1uYlRX8A2hJKtx2WZ37tkq3EWijk4sONtoW/3ExviK8R7tevXo1DbwRYKPziyAd8yPcthGoY7/xnwxie3EzI7uh0UZHm1URj+fgtkFF9l8VQhxvk9ek/Hwsc0Nn1eOM1zH2H6/Nss9dVHeOAdO62rttyr+XbVWf7qKSfLmt3pAFwLrJykWy8upk5X6TlQGgHjm5SE5enZzcb3IyANQnKxfJyquTlftNVgaAeuTkIjl5dXJyv8nJwCrX96YfGo7+Oj5Qnxd9xW02nQvGYF15ILYbfXg+w6xTnB+pPi36qzrnWtBHdsN4Y5zjjU2NNdhe+pniPrvuZ7a1z1qFrDxMsvI4r2FDuu7IykWyMjSjnynuc9uz8o8rbwGAqah6HQE47/379407qUUBsU7l7AjK5c4i2pJN71pXISOe4yxw1+24s0FJfhCxjPIAI6qXdy3aHIEtXrM//vij0SDnzz//7P0gd0zqVMxPKQfgg4ODSdvarJYNAE3IykWy8mpk5eGRlQEgTU4ukpNXIycPj5wMAPPJykWy8mpk5eGRlQEgTU4ukpNXIycPj5wMLKPuh3RT4joRxQDyuSM+hLsoc2w6F4zBuvJAVuCmaaGbNkQhiMi2qel1cmiZPrIdxhvjHG9sYqzBdtPPrLef2dY+a1Wy8vDIyuO8hg3puiMrF8nK0Ix+5sY7WXlyZ+UtADCV6sCi2nUbF/9yRemsOvUicZOgjUrYfZMP2nVDQ37AlIX2ZeU73baqri8akEQ7V3kTTXYO9HmAO3TlANr0dXrz5s3s53jNu3jNyudsGzcRAGAZsvJ6yMr1ycrdkpUBoB45eT3k5Prk5G7JyQBQn6y8HrJyfbJyt2RlAKhHTl4PObk+OblbcjKw6u9l+YOoy4gP+ebdtq2x5oJ16zoPxOsYBX/jteqqQEMdkbFSfUV82DvOpdvoI7thvDHe8cY6xxpsN/3M+vuZbe2zViUrD5OsPL5r2JCuO7LyesjKjJl+puiNrKzgH0CbojJ/W5X+M+WOsW4n/uXLl2nHMaZwGc9F/ubHMh13ftkIQ8vKr7/KzZzbxGAiqjJHJx+DvVUGXG1VhyetjeAY51L+d7x8s68tTX9vAKBNsnK3ZOXlyMrdkpUBoD45uVty8nLk5G7JyQCwHFm5W7LycmTlbsnKAFCfnNwtOXk5cnK35GRgVU36o7z8h+tv6y/GmAs2oes8EBmgy/5gGfPakLVxEX1kd4w3xjneWNdYA/Qz6+9ntrnPWpWsPDyy8viuYUO77sjK3ZKVGTv9zA1Z+YqCfwAtev78+cLOZtVq1Kl93FYd9+3bt5OxyA9+ln2DSb7jPD8/X3rf+TekxBtUujq+o6Oj6c2eVSu7Z1XdhzDIHao4B1cdyOV/v+Mcq1txfll//vnn7GfnBACbIit3S1auT1bunqwMAPXJyd2Sk+uTk7snJwPAcmTlbsnK9cnK3ZOVAaA+OblbcnJ9cnL35GRgVW/evFlp/XxfmPX725QLNqHLPBD9SBQ+qFtAomvRJ6UKB0deuS3f6iO7Y7wxzvHGOsYaoJ/ZTD+zzX3WqmTl4ZGVx3cNG9p1R1bulqzMmOlnimTlKwr+AbQoOqhyBdly2F5GvBEiH1Dj4l+uAD5P1lFEJd2xVOjOd4S33QQpy4f7JlXTHz9+PPu5i6rnEX5iHwcHB43e6FOWnYePHj1qoXXME69XpsnAPP5Taub333+fdCXfNv9NFYBNkZW7JSvXJyuvh6wMAPXIyd2Sk+uTk9dDTgaA+mTlbsnK9cnK6yErA0A9cnK35OT65OT1kJOBVX83Vyk+kP/A7m2/22PMBZvQZR7I+u5yltykeW2J8+g2+shuGG+Mc7zR9VijiS9fvmy6CbRMP7OZfmab+6xVycrDIyuP7xo2tOuOrNwtWfmGrDw++pkiWfnKj9ffAVhgmXAWYTpCZVTZzTqc+G+ITS7cv/32W+HxMm+wiP1FKI22P3z4cNrpRnXbZata97UjXLbybT7cN6kUXK4MHFW626oWHO355Zdfpj/H65UfHCwb4GP9/PENoar9kEW1/FevXhX+W2nd37H8QDquG13ekMifE03PLwCYR1buB1l5MVl5/WRlALadnNwPcvJicvL6yckAICv3hay8mKy8frIyANtOTu4HOXkxOXn95GRgVdHXX1xcrNQv5j/EO8Rc8Pnz58lQdJUH4jqdfZg6zofIjn0W51Kcf4v6Ln3kcow3tnu80eVYY2zXYZrRz2yunxljn7VOsvKwrtGy8viuYX257sjK/SArM1b6mSJZOecSgIq7d+9exiUy+3r27NnS29jb25utH9v7+vXrUuu/fPmy0IbT09Ol1o/95dev8xXt3N3dnbb94OBg2obz8/PLNuWfl9jHMvJt3d/fX2rdeA3z6y/7epTbHs9NG6Id5fOtza8hafu5XZf8uXV4eFhrnYuLi9k6cV51Kb+voZ0TAPSTrCwrp8jK3ZKVuyErA9AmOVlOTpGTuyUnd0NOBqBtsrKsnCIrd0tW7oasDECb5GQ5OUVO7pac3A05Gfon35/E1+vXr5feRuSCbP2PHz8OKheU97NsHsiU+8+m2+lDHoj+o6ss0NVXnSymj5zPeMN4Y1G7152H41jLr9Wy58MQDHW8kfqdW/aaoZ/pvp9Z5fWpY5vGdbJycT+ysmtYnqxcn6ycJisvT1YeBlm53/3M14Fm5XGnboAGF/NyqFslHOVDVnQ6dQNiOag3Dczl7TT9ihAfz0uTN590FdaXXbf8uta5kbJoG23cgIjnMwZHXYWp2PaQDDms58/r235f82+eiteojd+ruteBZQe5AJAnK8vKdbchK7dPVu6GrAxAG+RkObnuNuTk9snJ3ZCTAWiLrCwr192GrNw+WbkbsjIAbZCT5eS625CT2ycnd0NOhv4XMVm2r48+LLuOLPMh2U3ngmj3vA9RR86qu71Ybt52oiBM19fVtvNAPC9dZYGuv+ID1bfRRxYZbxhv1Fl/XUWZ4nd43vU0XpO4pjYZN/XVkMcbqxTJ0M+sp5/puojJNo3rZOV0RpCVh/c1pGtYiqzc7BrUp+tKiqxcn6w8LLJyv/uZrwPNygr+AVsvLqrL/ufCLCgtG/JuWy86vnzAj86qTmdYd/9tfDX5jwV9DOtNntcIGvltrCqOocsgNbSba0MO6xEE8+f2vMF9nHfZm6eWGcCvIn9NWfX3F4DtIyvLynXJyt2SlbshKwPQlJwsJ9clJ3dLTu6GnAzAKmRlWbkuWblbsnI3ZGUAmpKT5eS65ORuycndkJOhf/LXi7guZP1BnQ+8xvUlyy3xwfO+54I41iY5q9wXNM1rXXyIuO08MK+AwBC+6mQNfaTxRtvXlbGON9q+tpTbFudG9tX0tclvY9XzZhOGPN5YpUiGfmY9/UzXRUy2aVwnK99+LZaVh/E1pGtYiqwsK5fl2yErp89LWXlzZOV+9zNfB5qVf5wAbLkvX75Mvn37Nrl7927tdWL5+Krj5cuXk6Ojo8nx8fHk7Oxs+nN8HRwcTHZ3dyc//fTT5OPHj5N3795NPn36NF0n2hLrHR4eNj6u2FZs4+TkZPo49hVfqePMH0usl7UjJdoeyz979myyTnWf72Ve92Xt7+9Pn7+sLR8+fJjs7e315pj+/+3d61GU2RaA4fZEIE4GkIGXDDADdSKQyWCoiYAaMkAjmIIMMAPRDDADLxl4an3WB91IN33Zu3tfnqdq6qCFTQvde737/FjetclzYzXxuvj06dPwPj89PZ28fv16+P7Ha+bg4GD4WV9eXg7v8xDvn3h/bsP4NUM8HwBYhVbWysvSysyjlQFokU7WycvSycyjkwFolVbWysvSysyjlQFokU7WycvSycyjk4F1nJ2dDWfF+fn5cHaMZ0g0wosXL4a5HWIuf/z4cXg/x3kSv//+/fvh80rvgrGZVu2sr1+/brXXdtkD0+d0ba6urh78HDPSfWP8+0z/OfeN/GfLXdOvwVVei/c9DnUxZ3Y3Z1Lq8V6nle+nletR+xmmlbXyNK28/ONQF3NGKy+UbHUgAEtth42trbHFNbbQjpuY4+PYRhsbY1NsVY6vMW6Jjce9vr5e+THiz8QW3Xmbg9d5zE22c8fXS7mde96G4FUeJ8eG357Vvp17+n0ef4fpzf/xHo9fx+9v4183uG+rfLz3AKBkWlkrM59WTk8rA1ALnayTmU8np6eTAaiJVtbKzKeV09PKANRCJ+tk5tPJ6elkKFPMsHkz5O75Ef/Fx2MnxPu6pS6olR5YjxmZn/tG3fcNZ0tetd834v3t9VHunMn582l1Zs2jletnnq1HK+enlbUy82nl9mnl1Vn4B9CY6aCMAZhKxPF07K47kNaN9bjE7DrW714aIjJIp/ZYL9H0ZXvd1zwAtEQr308rl08rp6eVAeCWTr6fTi6fTk5PJwPALK18P61cPq2cnlYGgFs6+X46uXw6OT2dDJTeBbXSA/UzI9s9V2q+bzhb8qr9vmGJSb8/HzOr35lWK/Osfs6dds8Vrcw8Wpmcvlfayv+bANCMz58/T05PT4ePHz9+PLm8vEz22Ofn55Ojo6OZr/Xly5fJtsTfp4TH29/fnzx9+nT4OP7+8X2AUr179+7m9f7q1atdPx0A2CmtnP/xtDI10coA8ItOzv94Opma6GQAuKWV8z+eVqYmWhkAftHJ+R9PJ1MTnQx9a7kLdk0P1M+MXE/L50oJ9w1nC3AfMyuPlmfarpln9XPurKflc0UrAz3OLAv/ABry9u3bm4//+eef5I9/dnY28+uLi4tJrZ48ebL2n53+3t79nrD5BSr1xaxX0+/PHOcBANRGKy9PK5dHK6ellQHglk5enk4uj05OSycDwCytvDytXB6tnJZWBoBbOnl5Ork8OjktnQzogrz0QL3MyPU5V/LfN5wt+bhvUCMzKx8zLS/zrF7OnfU5V5anlcujlanRReaZZeEfQCN+/Pgxsy0611bzcTt1uL6+nuwqruPvu4lNgjC+t+OfH7fysrk3b94M39fDw8NdP5UmnJyc3Hw8vVkfAHqklVejlcujldPSygDwi05ejU4uj05OSycDwC2tvBqtXB6tnJZWBoBfdPJqdHJ5dHJaOhn61noXlEAP1MuMXE/r50op9w1nSz7uG9TIzMqj9ZlWAvOsXs6d9bR+rmjl9mllanSSeWZZ+AfQiG/fviX7lyEXef78+dyvmdOmG5vvxv2m35/379/ffCza04ht59+/f5/s7+/v+qlULy7u4+U9AtLGcwB6p5UX08rl08rpaGUAuKWTF9PJ5dPJ6ehkAJillRfTyuXTyuloZQC4pZMX08nl08np6GSg9S4ohR6ojxm5vtbPlZLuG86WPNw3qI2ZlU/rM60U5ll9nDvra/1c0crt08rU5vMWZpaFfwCNuBufX758yfJ1ph/3xYsXk22aHoSrXhTufv6mQzW2dI9ReXx8vNFjQWrjazJe5//++++unw4A7JxWXkwr0xOtDAC3dPJiOpme6GQAmKWVF9PK9EQrA8AtnbyYTqYnOhnooQtKoAfqY0aur4dzpZT7hrMFCGZWPj3MtBKYZ/Vx7qyvh3NFKwO9zSwL/wAaEcPi6dOnN7/+77//kn+N2HD94cOHm18fHh5Otml6M/jdbdurXDJSbX8+Pz+/eS6np6dJHhM2Fduix/dpbJL3rxwAgFZ+iFamF1oZAGbp5MV0Mr3QyQDwO628mFamF1oZAGbp5MV0Mr3QyUAvXVAKPVAPM3IzPZwrJd03nC3QNzMrrx5mWinMs3o4dzbTw7milYHeZpaFfwANmd4OGwGZekP327dvZ0J9+nKwDS9fvlx7O/d03Kd63vE4R0dHw8cnJydJHhNSvU/jPRqb5AGAX7TyfFqZXmhlAPidTp5PJ9MLnQwA99PK82lleqGVAeB3Onk+nUwvdDLQSxeUQg/Uw4zcXOvnSkn3DWcL9M3Myq/1mVYK86wezp3NtX6uaGWgt5ll4R9AQ2Jo/P333ze/fvbsWbJgPz4+nlxcXNxstx63U2/T9DbwTbZzT0f/ps7OzobvRzyfv/76K9njwjrevXs3bI0eX5sAwC2tPJ9WpgdaGQDup5Pn08n0QCcDwHxaeT6tTA+0MgDcTyfPp5PpgU4GeuqCkuiB8pmRabR+rpR233C2QJ/MrO1ofaaVxDwrn3MnjdbPFa0M9DazLPwDaHBD97ilOyLy4OBgGCzrisiNuI1t3+NW6svLy8njx48n2xZfO+J4NA7Lh9wN+zdv3iR9XuPFJb7PHz58SPrYsMp7dbw0jhdJAGCWVv6dVqYHWhkAFtPJv9PJ9EAnA8DDtPLvtDI90MoAsJhO/p1Opgc6GeitC0qjB8plRqbV8rlS4n3D2QJ9MbO2q+WZVhrzrFzOnbRaPle0MtDbzLLwD6BBsaH706dPQ9yGGCxjtC+71TrC8/Xr18OfGyN0fNxdXqimt2AvG8fTn/fq1avkF434Po8beuN7turmcEghXnvh6Oho+A8AuJ9WnqWV6YFWBoCH6eRZOpke6GQAWI5WnqWV6YFWBoCH6eRZOpke6GSgxy4oiR4olxmZXsvnSmn3DWcL9MXM2r6WZ1pJzLNyOXfSa/lc0cpATzPr0c+fP39m/yoA7EyEamzrng7WiO3Dw8MhxMdwjcj8+vXrsPH66urqJjrjcyOQYyiliNz4mrHddgzncbv1Kvb29obnF8/t+vp6qeF6cXExfByfn+uycXx8PGwxj4CPSw1sS7xH4zIe7+vYng8ALEcra2Xap5UBYHU6WSfTPp0MAOvRylqZ9mllAFidTtbJtE8nA7V2QYv0QFnMyP7OlVbvG84W4jUZr81x4U+872jr52Nm7V5pM61F5llZnDv9nStamVZp5bL9qLSVLfwD6EgE68ePH4cgj2D+9u3bTZRHiD958mT43+fPn0+ePXs2DKSUYTs9LMOysX1XPP94fiE2Yy/akBuXlJcvXw4fx3COIZ3TOMzXvYjAquKSGJdFF0UA2IxW1sq0RysDwOZ0sk6mPToZANLQylqZ9mhlANicTtbJtEcnA7V2Qcv0QBnMyP7OldbvG86Wvlli0vbPx8wqz65nWsvMszI4d/o7V7QyLdPKZftRaStb+AdAFhHJcSEYLwMR5ePvTYvBF5eCP/74Y/j1eFmI319mcIYYnPd9fnytiPp4DhH0EfbbMEa7YGMbF/DYPu//9ACAumhlrUx+WhkA6qOTdTL56WQAqJNW1srkp5UBoD46WSeTn04GKJce2C0zsn293jecLX179OjR1pbZs72fj5lFj8yz3XLutE8rO1t6pJXL9qjCVrbwD4Cs0RrxvYoI62UHacR/DNAxxuNrxjCNSI/hOsb8Qxu8cxgvE7v42vQhXucHBwe2wQNAhbSyViYvrQwAddLJOpm8dDIA1Esra2Xy0soAUCedrJPJSycDlE8P7IYZ2Yee7xvOln7t7e0Nr8c42+KMo/6fj5lFz8yz3XDu9EErO1t6pJXLtldhK1v4B0D14lIQQ/Tq6moYxHFB2N/fn/z5559DLK96YUhl3EQezwVSi9d6vOZjuz0AwDxamR5pZQDgITqZHulkAGAZWpkeaWUA4CE6mR7pZIA66IHtMyPp4b7hbOlT/Nw/f/5sgUlDPx8zi96ZZ9vn3CE1rUwptHLZvlTYyhb+AQAAAAAAAAAAAAAAAAAAAAAAAEAG/8vxoAAAAAAAAAAAAAAAAAAAAAAAAADQOwv/AAAAAAAAAAAAAAAAAAAAAAAAACADC/8AAAAAAAAAAAAAAAAAAAAAAAAAIAML/wAAAAAAAAAAAAAAAAAAAAAAAAAgAwv/AAAAAAAAAAAAAAAAAAAAAAAAACADC/8AAAAAAAAAAAAAAAAAAAAAAAAAIAML/wAAAAAAAAAAAAAAAAAAAAAAAAAgAwv/AAAAAAAAAAAAAAAAAAAAAAAAACADC/8AAAAAAAAAAAAAAAAAAAAAAAAAIAML/wAAAAAAAAAAAAAAAAAAAAAAAAAgAwv/AAAAAAAAAAAAAAAAAAAAAAAAACADC/8AAAAAAAAAAAAAAAAAAAAAAAAAIAML/wAAAAAAAAAAAAAAAAAAAAAAAAAgAwv/AAAAAAAAAAAAAAAAAAAAAAAAACADC/8AAAAAAAAAAAAAAAAAAAAAAAAAIAML/wAAAAAAAAAAAAAAAAAAAAAAAAAgAwv/AAAAAAAAAAAAAAAAAAAAAAAAACADC/8AAAAAAAAAAAAAAAAAAAAAAAAAIAML/wAAAAAAAAAAAAAAAAAAAAAAAAAgAwv/AAAAAAAAAAAAAAAAAAAAAAAAACADC/8AAAAAAAAAAAAAAAAAAAAAAAAAIAML/wAAAAAAAAAAAAAAAAAAAAAAAAAgAwv/AAAAAAAAAAAAAAAAAAAAAAAAACADC/8AAAAAAAAAAAAAAAAAAAAAAAAAIAML/wAAAAAAAAAAAAAAAAAAAAAAAAAgAwv/AAAAAAAAAAAAAAAAAAAAAAAAACADC/8AAAAAAAAAAAAAAAAAAAAAAAAAIAML/wAAAAAAAAAAAAAAAAAAAAAAAABgkt7/ATh4L5jFuvONAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# fields = [\"pm\", \"spm\", \"p3m\", \"diff_p3m_pm\"] # fields to plot\n", "fields = [\"lpt\", \"cola\", \"pm\", \"spm\", \"p3m\", \"diff_p3m_pm\", \"diff_p3m_spm\"] # fields to plot\n", "\n", "figname = \"_\".join(fields)\n", "slices_dict = {\n", " \"lpt\": DELTA_LPT,\n", " \"cola\": DELTA_COLA,\n", " \"pm\": DELTA_PM,\n", " \"spm\": DELTA_SPM,\n", " \"p3m\": DELTA_P3M,\n", " \"diff_p3m_pm\": diff_p3m_pm,\n", " \"diff_p3m_spm\": diff_p3m_spm,\n", "}\n", "titles_dict = {\n", " \"lpt\": \"LPT\",\n", " \"cola\": f\"COLA $n_\\\\mathrm{{steps}}={nsteps_cola}$\",\n", " \"pm\": f\"PM $n_\\\\mathrm{{steps}}={nsteps_pm}$\",\n", " \"spm\": f\"sPM $n_\\\\mathrm{{steps}}={nsteps_spm}$\",\n", " \"p3m\": f\"P3M $n_\\\\mathrm{{steps}}={nsteps_p3m}$\",\n", " \"diff_p3m_pm\": r\"$\\delta_{\\rm P3M}-\\delta_{\\rm PM}$\",\n", " \"diff_p3m_spm\": r\"$\\delta_{\\rm P3M}-\\delta_{\\rm sPM}$\",\n", "}\n", "\n", "npanels = len(fields)\n", "fig, axs = plt.subplots(1, npanels, figsize=(3 * npanels, 4), sharey=True)\n", "\n", "ims = []\n", "for i, key in enumerate(fields):\n", " ax = axs[i]\n", " data = slices_dict[key]\n", " title = titles_dict[key]\n", "\n", " if key.startswith(\"diff\"):\n", " norm = TwoSlopeNorm(vmin=-np.log(1 + np.abs(np.min(data))), vcenter=0, vmax=np.log10(1 + np.abs(np.max(data))))\n", " im = ax.imshow(\n", " np.sign(data) * np.log(1 + np.abs(data)), cmap=\"RdBu_r\", norm=norm\n", " )\n", " else:\n", " im = ax.imshow(np.log10(2 + data), cmap=cmap)\n", "\n", " ims.append((im, key))\n", " ax.set_title(title, fontsize=fs_titles)\n", " for spine in ax.spines.values():\n", " spine.set_visible(False)\n", "\n", "axs[0].set_yticks([0, N // 2, N])\n", "axs[0].set_yticklabels([f\"{-L/2:.0f}\", \"0\", f\"{L/2:.0f}\"], fontsize=fs)\n", "axs[0].set_ylabel(r\"Mpc/$h$\", size=GLOBAL_FS_SMALL)\n", "\n", "for i, ax in enumerate(axs):\n", " ax.set_xticks([0, N // 2, N])\n", " ax.set_xticklabels([f\"{-L/2:.0f}\", \"0\", f\"{L/2:.0f}\"], fontsize=fs)\n", " ax.set_xlabel(r\"Mpc/$h$\", size=GLOBAL_FS_SMALL)\n", "\n", "for ax, (im, key) in zip(axs, ims):\n", " divider = make_axes_locatable(ax)\n", " cax = divider.append_axes(\"bottom\", size=\"5%\", pad=0.6)\n", " cb = fig.colorbar(im, cax=cax, orientation=\"horizontal\")\n", " if key.startswith(\"diff\"):\n", " cb.set_label(r\"$\\textrm{sgn}\\left(\\Delta\\delta\\right)\\log_{10}(1 + |\\Delta\\delta|)$\", fontsize=fs)\n", " else:\n", " cb.set_label(r\"$\\log_{10}(2 + \\delta)$\", fontsize=fs)\n", " cb.ax.tick_params(labelsize=fs)\n", " cax.xaxis.set_ticks_position(\"bottom\")\n", " cax.xaxis.set_label_position(\"bottom\")\n", "fig.savefig(\n", " simdir + f\"{figname}.png\",\n", " bbox_inches=\"tight\",\n", " dpi=300,\n", " transparent=True,\n", ")\n", "fig.savefig(\n", " simdir + f\"{figname}.pdf\",\n", " bbox_inches=\"tight\",\n", " dpi=300,\n", ")\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "full_field_p3m = np.log10(2+read_field(simdir + f\"nsteps{nsteps_p3m}_final_density_p3m.h5\").data)\n", "\n", "if N <= 128:\n", " fig = plotly_3d(full_field_p3m, size=N, L=L, colormap=thermal_plotly, limits=\"default\")\n", "else:\n", " # Downsample the grid for visualisation\n", " downsample_factor = N // 128\n", " downsampled_field = full_field_p3m[\n", " ::downsample_factor, ::downsample_factor, ::downsample_factor\n", " ]\n", " fig = plotly_3d(downsampled_field, size=N, L=L, colormap=thermal_plotly, limits=\"default\")\n", "\n", "fig.show()\n", "clear_large_plot(fig) # Uncomment to clear the Plotly figure to avoid memory issues" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Compute and plot the power spectra of the evolved dark matter fields" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[17:16:32|\u001b[38;5;113mSTATUS \u001b[00m]|Read Fourier grid in data file '/Users/hoellinger/WIP3M/run13/input_ss_k_grid.h5'...\n", "[17:16:32|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mL0=16.0, L1=16.0, L2=16.0\u001b[00m\n", "[17:16:32|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mN0=32, N1=32, N2=32, N2_HC=17, N_HC=17408, NUM_MODES=40\u001b[00m\n", "[17:16:32|\u001b[38;5;113mSTATUS \u001b[00m]|Read Fourier grid in data file '/Users/hoellinger/WIP3M/run13/input_ss_k_grid.h5' done.\n", "[17:16:32|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/run13/initial_density.h5'...\n", "[17:16:32|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mranges=[np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.int32(32), np.int32(32), np.int32(32)]\u001b[00m\n", "[17:16:32|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/run13/initial_density.h5' done.\n", "[17:16:32\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores)...\n", "[17:16:32\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m[17:16:32|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/run13/lpt_density.h5'...\n", "]|Getting auto-correlation in Fourier space (using 8 cores) done.\n", "[17:16:32|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mranges=[np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.int32(32), np.int32(32), np.int32(32)]\u001b[00m\n", "[17:16:32|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/run13/lpt_density.h5' done.\n", "[17:16:32\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores)...\n", "[17:16:32|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/run13/nsteps50_final_density_pm.h5'...\n", "[17:16:32\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores) done.\n", "[17:16:32|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mranges=[np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.int32(32), np.int32(32), np.int32(32)]\u001b[00m\n", "[17:16:32|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/run13/nsteps50_final_density_pm.h5' done.\n", "[17:16:32\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores)...\n", "[17:16:32\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|[17:16:32|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/run13/nsteps20_final_density_cola.h5'...\n", "Getting auto-correlation in Fourier space (using 8 cores) done.\n", "[17:16:32|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mranges=[np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.int32(32), np.int32(32), np.int32(32)]\u001b[00m\n", "[17:16:32|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/run13/nsteps20_final_density_cola.h5' done.\n", "[17:16:32\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores)...\n", "[17:16:32\u001b[00m|\u001b[38;5;113m[17:16:32|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/run13/nsteps50_final_density_spm.h5'...\n", "STATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores) done.\n", "[17:16:32|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mranges=[np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.int32(32), np.int32(32), np.int32(32)]\u001b[00m\n", "[17:16:32|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/run13/nsteps50_final_density_spm.h5' done.\n", "[17:16:32\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores)...\n", "[17:16:32\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores) done.\n", "[17:16:32|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/run13/nsteps50_final_density_p3m.h5'...\n", "[17:16:32|\u001b[38;5;246mDIAGNOSTIC\u001b[00m]==|\u001b[38;5;246mranges=[np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.float64(-8.0), np.float64(8.0), np.int32(32), np.int32(32), np.int32(32)]\u001b[00m\n", "[17:16:32|\u001b[38;5;113mSTATUS \u001b[00m]|Read field in data file '/Users/hoellinger/WIP3M/run13/nsteps50_final_density_p3m.h5' done.\n", "[17:16:32\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores)...\n", "[17:16:32\u001b[00m|\u001b[38;5;113mSTATUS \u001b[00m]|Getting auto-correlation in Fourier space (using 8 cores) done.\n" ] } ], "source": [ "G = read_FourierGrid(simdir + \"input_ss_k_grid.h5\")\n", "k = G.k_modes[1:]\n", "AliasingCorr = False\n", "\n", "DELTA = read_field(simdir + \"initial_density.h5\")\n", "Pk_INI, Vk_INI = get_autocorrelation(DELTA, G, AliasingCorr)\n", "Pk_INI, Vk_INI = Pk_INI[1:], Vk_INI[1:]\n", "Sk_INI = np.sqrt(Vk_INI)\n", "\n", "DELTA = read_field(simdir + \"lpt_density.h5\")\n", "Pk_LPT, Vk_LPT = get_autocorrelation(DELTA, G, AliasingCorr)\n", "Pk_LPT, Vk_LPT = Pk_LPT[1:], Vk_LPT[1:]\n", "Sk_LPT = np.sqrt(Vk_LPT)\n", "\n", "DELTA = read_field(simdir + f\"nsteps{nsteps_pm}_final_density_pm.h5\")\n", "Pk_PM, Vk_PM = get_autocorrelation(DELTA, G, AliasingCorr)\n", "Pk_PM, Vk_PM = Pk_PM[1:], Vk_PM[1:]\n", "Sk_PM = np.sqrt(Vk_PM)\n", "\n", "DELTA = read_field(simdir + f\"nsteps{nsteps_cola}_final_density_cola.h5\")\n", "Pk_COLA, Vk_COLA = get_autocorrelation(DELTA, G, AliasingCorr)\n", "Pk_COLA, Vk_COLA = Pk_COLA[1:], Vk_COLA[1:]\n", "Sk_COLA = np.sqrt(Vk_COLA)\n", "\n", "DELTA = read_field(simdir + f\"nsteps{nsteps_spm}_final_density_spm.h5\")\n", "Pk_sPM, Vk_sPM = get_autocorrelation(DELTA, G, AliasingCorr)\n", "Pk_sPM, Vk_sPM = Pk_sPM[1:], Vk_sPM[1:]\n", "Sk_sPM = np.sqrt(Vk_sPM)\n", "\n", "DELTA = read_field(simdir + f\"nsteps{nsteps_p3m}_final_density_p3m.h5\")\n", "Pk_P3M, Vk_p3m = get_autocorrelation(DELTA, G, AliasingCorr)\n", "Pk_P3M, Vk_p3m = Pk_P3M[1:], Vk_p3m[1:]\n", "Sk_p3m = np.sqrt(Vk_p3m)" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "kmin = 1.3454698324203491, kmax = 10.072183609008789\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "Pk_ref = Pk_PM\n", "\n", "fig, ax = plt.subplots(figsize=(7, 4))\n", "\n", "ax.set_xscale(\"log\")\n", "k = G.k_modes[1:]\n", "kmin, kmax = k.min(), k.max()\n", "print(f\"kmin = {kmin}, kmax = {kmax}\")\n", "log_pad = 0.02\n", "log_k_min = np.log10(kmin)\n", "log_k_max = np.log10(kmax)\n", "log_range = log_k_max - log_k_min\n", "xlim_min = 10 ** (log_k_min - log_pad * log_range)\n", "xlim_max = 10 ** (log_k_max + log_pad * log_range)\n", "\n", "plt.xlim(xlim_min, xlim_max)\n", "ax.set_ylim([0.2, 1.8])\n", "# ax.set_ylim([0.5, 1.5])\n", "dark_grey_bnd = 0.05\n", "light_grey_bnd = 0.1\n", "\n", "label_ref = f\"PM with $n_\\\\mathrm{{steps}}={nsteps_pm}$\"\n", "\n", "line1 = ax.plot([kmin, kmax], [1, 1], color=\"black\", linestyle=\"-\", label=label_ref)\n", "\n", "# line2 = ax.plot(k, Pk_LPT / Pk_ref, label=\"2LPT\", color=cols[0], linestyle=\"-\")\n", "\n", "ax.plot(\n", " k,\n", " Pk_COLA / Pk_ref,\n", " label=f\"COLA with $n_\\\\mathrm{{steps}}={nsteps_cola}$\",\n", " linestyle=\"-\",\n", " color=cols[2],\n", ")\n", "# ax.plot(\n", "# k,\n", "# Pk_PM / Pk_ref,\n", "# label=f\"PM with $n_\\\\mathrm{{steps}}={nsteps_pm}$\",\n", "# linestyle=\"-\",\n", "# color=cols[3],\n", "# )\n", "ax.plot(\n", " k,\n", " Pk_sPM / Pk_ref,\n", " label=f\"sPM with $n_\\\\mathrm{{steps}}={nsteps_p3m}$\",\n", " linestyle=\"--\",\n", " color=cols[4],\n", ")\n", "ax.plot(\n", " k,\n", " Pk_P3M / Pk_ref,\n", " label=f\"P3M with $n_\\\\mathrm{{steps}}={nsteps_p3m}$\",\n", " linestyle=\"--\",\n", " color=cols[5],\n", ")\n", "\n", "ax.axhspan(1 - dark_grey_bnd, 1 + dark_grey_bnd, color=\"grey\", alpha=0.2)\n", "ax.axhspan(1 - light_grey_bnd, 1 + light_grey_bnd, color=\"grey\", alpha=0.1)\n", "\n", "for i in range(1, len(k)):\n", " ax.axvline(k[i], color=\"black\", linestyle=\":\", linewidth=1, alpha=0.1)\n", "ax.axvline(np.pi * N / L, color=\"grey\", linestyle=\"--\", linewidth=1) # 1D Nyquist\n", "ax.yaxis.set_major_locator(plt.MaxNLocator(6))\n", "ax.yaxis.get_major_ticks()[0].label1.set_visible(False)\n", "ax.set_xlabel(\"$k$ [$h/\\\\mathrm{Mpc}$]\", fontsize=fs)\n", "ax.set_ylabel(\"$P(k)/P_\\\\mathrm{ref}(k)$\", fontsize=fs)\n", "ax.tick_params(which=\"both\", direction=\"in\")\n", "ax.tick_params(axis=\"both\", which=\"major\", labelsize=fs)\n", "ax.tick_params(axis=\"both\", which=\"minor\", labelsize=fs)\n", "\n", "empty_patch = mpatches.Patch(color=\"none\", label=\"\")\n", "handles, labels = plt.gca().get_legend_handles_labels()\n", "# handles = [empty_patch, *handles]\n", "# labels = [\"\", *labels]\n", "plt.legend(\n", " handles,\n", " labels,\n", " loc=\"upper center\",\n", " ncol=2,\n", " bbox_to_anchor=(0.5, -0.2),\n", " fontsize=fs,\n", ")\n", "fig.savefig(\n", " simdir + \"power_spectrum.png\",\n", " bbox_inches=\"tight\",\n", " dpi=300,\n", " transparent=True,\n", ")\n", "fig.savefig(\n", " simdir + \"power_spectrum.pdf\",\n", " bbox_inches=\"tight\",\n", " dpi=300,\n", ")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Force exerted by particles on other particles" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Newton prefactor = 9.95e-03\n", "Nyquist: 0.50 Mpc/h\n", "Particle length: 0.03 Mpc/h\n", "Split scale: 0.31 Mpc/h\n", "Short-range reach: 1.41 Mpc/h\n", "Figure saved to: /Users/hoellinger/WIP3M/run13/force_diagnostic_comparison.png\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "r1, fmag1, _ = load_force_diagnostic(OutputForceDiagnostic_pm)\n", "r4, fmag4, _ = load_force_diagnostic(OutputForceDiagnostic_cola)\n", "r2, fmag2, _ = load_force_diagnostic(OutputForceDiagnostic_spm)\n", "r3, fmag3, _ = load_force_diagnostic(OutputForceDiagnostic_p3m)\n", "\n", "rr = np.array([r1, r4, r2, r3], dtype=object)\n", "ff = np.array([fmag1, fmag4, fmag2, fmag3], dtype=object)\n", "ll = np.array([\"PM\", \"COLA\", \"sPM\", \"P3M\"])\n", "\n", "ix = [0, 1, 2, 3]\n", "\n", "Newton_prefactor = (L / Np)**3 / (4*np.pi)\n", "print(f\"Newton prefactor = {Newton_prefactor:.2e}\")\n", "plot_force_distance_comparison(rr=rr[ix], ff=ff[ix], ll=ll[ix], L=L, Np=Np, Npm=Npm, a=Newton_prefactor, title=\"Particle's contributions to total force\", save_path=simdir + \"force_diagnostic_comparison.png\")" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "p3m", "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": "3.13.3" } }, "nbformat": 4, "nbformat_minor": 2 }