{ "cells": [ { "cell_type": "markdown", "id": "182f3f4c-5323-4418-85db-2d99a11de09a", "metadata": {}, "source": [ "# Reconstruct multiple fields" ] }, { "cell_type": "markdown", "id": "bf48cf47-c86d-4240-ba05-f3dacf8b89cf", "metadata": {}, "source": [ "**Expected time to run through: 10 mins**\n", "\n", "This tutorial demonstrates how to reconstruct multiple fields, e.g. both the temperature and sea level pressure fields." ] }, { "cell_type": "markdown", "id": "a854ccd3-b948-46f1-8a7f-cb63637addcd", "metadata": {}, "source": [ "## Test data preparation\n", "\n", "To go through this tutorial, please prepare test data following the steps:\n", "1. Download the test case named \"PAGES2k_CCSM4_GISTEMP\" with this [link](https://drive.google.com/drive/folders/1UGn-LNd_tGSjPUKa52E6ffEM-ms2VD-N?usp=sharing).\n", "2. Create a directory named \"testcases\" in the same directory where this notebook sits.\n", "3. Put the unzipped direcotry \"PAGES2k_CCSM4_GISTEMP\" into \"testcases\".\n", "\n", "Below, we first load some useful packages, including our `LMRt`." ] }, { "cell_type": "code", "execution_count": 1, "id": "608d8ed6-1310-4fa7-a319-7e76c6f95019", "metadata": {}, "outputs": [], "source": [ "%load_ext autoreload\n", "%autoreload 2\n", "\n", "import LMRt\n", "import os\n", "import numpy as np\n", "import pandas as pd\n", "import xarray as xr" ] }, { "cell_type": "markdown", "id": "a3584453-df31-401b-a51a-6a2bfcd00c10", "metadata": {}, "source": [ "## Load and modify configurations" ] }, { "cell_type": "markdown", "id": "28a8fcc0-d9e4-438b-8454-d583140b94c8", "metadata": {}, "source": [ "We will first load the given example YAML file, which is set to reconstruct the temperature field only.\n", "We then modify specific items to set it to reconstruct both the temperature and sea level pressure fields." ] }, { "cell_type": "code", "execution_count": 2, "id": "5bfeeed4-4c78-4406-ae27-bf28f4cbb42c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[1m\u001b[36mLMRt: job.load_configs() >>> loading reconstruction configurations from: ./testcases/PAGES2k_CCSM4_GISTEMP/configs.yml\u001b[0m\n", "\u001b[1m\u001b[32mLMRt: job.load_configs() >>> job.configs created\u001b[0m\n", "\u001b[1m\u001b[36mLMRt: job.load_configs() >>> job.configs[\"job_dirpath\"] = /Users/fzhu/Github/LMRt/docsrc/tutorial/testcases/PAGES2k_CCSM4_GISTEMP/recon\u001b[0m\n", "\u001b[1m\u001b[32mLMRt: job.load_configs() >>> /Users/fzhu/Github/LMRt/docsrc/tutorial/testcases/PAGES2k_CCSM4_GISTEMP/recon created\u001b[0m\n", "{'anom_period': [1951, 1980],\n", " 'job_dirpath': '/Users/fzhu/Github/LMRt/docsrc/tutorial/testcases/PAGES2k_CCSM4_GISTEMP/recon',\n", " 'job_id': 'LMRt_quickstart',\n", " 'obs_path': {'tas': './data/obs/gistemp1200_ERSSTv4.nc'},\n", " 'obs_varname': {'tas': 'tempanomaly'},\n", " 'prior_path': {'tas': './data/prior/b.e11.BLMTRC5CN.f19_g16.001.cam.h0.TREFHT.085001-184912.nc'},\n", " 'prior_regrid_ntrunc': 42,\n", " 'prior_season': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12],\n", " 'prior_varname': {'tas': 'TREFHT'},\n", " 'proxy_frac': 0.75,\n", " 'proxydb_path': './data/proxy/pages2k_dataset.pkl',\n", " 'psm_calib_period': [1850, 2015],\n", " 'ptype_psm': {'coral.SrCa': 'linear',\n", " 'coral.calc': 'linear',\n", " 'coral.d18O': 'linear'},\n", " 'ptype_season': {'coral.SrCa': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12],\n", " 'coral.calc': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12],\n", " 'coral.d18O': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12]},\n", " 'recon_loc_rad': 25000,\n", " 'recon_nens': 100,\n", " 'recon_period': [0, 2000],\n", " 'recon_seeds': [0,\n", " 1,\n", " 2,\n", " 3,\n", " 4,\n", " 5,\n", " 6,\n", " 7,\n", " 8,\n", " 9,\n", " 10,\n", " 11,\n", " 12,\n", " 13,\n", " 14,\n", " 15,\n", " 16,\n", " 17,\n", " 18,\n", " 19],\n", " 'recon_timescale': 1,\n", " 'recon_vars': 'tas'}\n" ] } ], "source": [ "job = LMRt.ReconJob()\n", "job.load_configs(cfg_path='./testcases/PAGES2k_CCSM4_GISTEMP/configs.yml', verbose=True)" ] }, { "cell_type": "markdown", "id": "a9fd3af8-ea7e-49f4-b4cc-de7cc746e16e", "metadata": {}, "source": [ "We need to modify the `prior_path` and the `prior_varname` in the configurations, as well as `recon_vars` that indicates which variables to reconstruct.\n", "We also modify the `job_dirpath` to save the results to a different location." ] }, { "cell_type": "code", "execution_count": 3, "id": "a21a1ca9-2b8d-4bbf-ad1c-acd14500fc43", "metadata": {}, "outputs": [], "source": [ "job.configs['job_dirpath'] = './testcases/PAGES2k_CCSM4_GISTEMP/recon_tas_psl'\n", "\n", "job.configs['recon_vars'] = ['tas', 'psl']\n", "\n", "job.configs['prior_path'] = {\n", " 'tas': './data/prior/b.e11.BLMTRC5CN.f19_g16.001.cam.h0.TREFHT.085001-184912.nc',\n", " 'psl': './data/prior/b.e11.BLMTRC5CN.f19_g16.001.cam.h0.PSL.085001-184912.nc',\n", "}\n", "\n", "# prior_varname indicates the variable names in the given netCDF files\n", "job.configs['prior_varname'] = {\n", " 'tas': 'TREFHT',\n", " 'psl': 'PSL',\n", "}" ] }, { "cell_type": "markdown", "id": "a2a18ba1-9791-41f0-ab7a-9f2f34f8ac79", "metadata": {}, "source": [ "## Run the reconstruction using the high-level workflow" ] }, { "cell_type": "code", "execution_count": 4, "id": "8d46869d-2b26-4f8e-8bfa-a9cf997c166e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[1m\u001b[36mLMRt: job.load_proxydb() >>> job.configs[\"proxydb_path\"] = /Users/fzhu/Github/LMRt/docsrc/tutorial/testcases/PAGES2k_CCSM4_GISTEMP/data/proxy/pages2k_dataset.pkl\u001b[0m\n", "\u001b[1m\u001b[32mLMRt: job.load_proxydb() >>> 692 records loaded\u001b[0m\n", "\u001b[1m\u001b[32mLMRt: job.load_proxydb() >>> job.proxydb created\u001b[0m\n", "\u001b[1m\u001b[36mLMRt: job.filter_proxydb() >>> filtering proxy records according to: ['coral.d18O', 'coral.SrCa', 'coral.calc']\u001b[0m\n", "\u001b[1m\u001b[32mLMRt: job.filter_proxydb() >>> 95 records remaining\u001b[0m\n", "\u001b[1m\u001b[36mLMRt: job.seasonalize_proxydb() >>> seasonalizing proxy records according to: {'coral.d18O': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12], 'coral.SrCa': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12], 'coral.calc': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12]}\u001b[0m\n", "\u001b[1m\u001b[32mLMRt: job.seasonalize_proxydb() >>> 95 records remaining\u001b[0m\n", "\u001b[1m\u001b[32mLMRt: job.seasonalize_proxydb() >>> job.proxydb updated\u001b[0m\n", "\u001b[1m\u001b[36mLMRt: job.load_prior() >>> loading model prior fields from: {'tas': '/Users/fzhu/Github/LMRt/docsrc/tutorial/testcases/PAGES2k_CCSM4_GISTEMP/data/prior/b.e11.BLMTRC5CN.f19_g16.001.cam.h0.TREFHT.085001-184912.nc', 'psl': '/Users/fzhu/Github/LMRt/docsrc/tutorial/testcases/PAGES2k_CCSM4_GISTEMP/data/prior/b.e11.BLMTRC5CN.f19_g16.001.cam.h0.PSL.085001-184912.nc'}\u001b[0m\n", "Time axis not overlap with the reference period [1951, 1980]; use its own time period as reference [850.08, 1850.00].\n", "Time axis not overlap with the reference period [1951, 1980]; use its own time period as reference [850.08, 1850.00].\n", "\u001b[1m\u001b[30mLMRt: job.load_prior() >>> raw prior\u001b[0m\n", "Dataset Overview\n", "-----------------------\n", "\n", " Name: tas\n", " Source: /Users/fzhu/Github/LMRt/docsrc/tutorial/testcases/PAGES2k_CCSM4_GISTEMP/data/prior/b.e11.BLMTRC5CN.f19_g16.001.cam.h0.TREFHT.085001-184912.nc\n", " Shape: time:12000, lat:96, lon:144\n", "\n", " Name: psl\n", " Source: /Users/fzhu/Github/LMRt/docsrc/tutorial/testcases/PAGES2k_CCSM4_GISTEMP/data/prior/b.e11.BLMTRC5CN.f19_g16.001.cam.h0.PSL.085001-184912.nc\n", " Shape: time:12000, lat:96, lon:144\n", "\u001b[1m\u001b[32mLMRt: job.load_prior() >>> job.prior created\u001b[0m\n", "\u001b[1m\u001b[36mLMRt: job.load_obs() >>> loading instrumental observation fields from: {'tas': '/Users/fzhu/Github/LMRt/docsrc/tutorial/testcases/PAGES2k_CCSM4_GISTEMP/data/obs/gistemp1200_ERSSTv4.nc'}\u001b[0m\n", "\u001b[1m\u001b[32mLMRt: job.load_obs() >>> job.obs created\u001b[0m\n", "\u001b[1m\u001b[36mLMRt: job.calibrate_psm() >>> job.configs[\"precalc\"][\"seasonalized_prior_path\"] = /Users/fzhu/Github/LMRt/docsrc/tutorial/testcases/PAGES2k_CCSM4_GISTEMP/recon_tas_psl/seasonalized_prior.pkl\u001b[0m\n", "\u001b[1m\u001b[36mLMRt: job.calibrate_psm() >>> job.configs[\"precalc\"][\"seasonalized_obs_path\"] = /Users/fzhu/Github/LMRt/docsrc/tutorial/testcases/PAGES2k_CCSM4_GISTEMP/recon_tas_psl/seasonalized_obs.pkl\u001b[0m\n", "\u001b[1m\u001b[36mLMRt: job.calibrate_psm() >>> job.configs[\"precalc\"][\"prior_loc_path\"] = /Users/fzhu/Github/LMRt/docsrc/tutorial/testcases/PAGES2k_CCSM4_GISTEMP/recon_tas_psl/prior_loc.pkl\u001b[0m\n", "\u001b[1m\u001b[36mLMRt: job.calibrate_psm() >>> job.configs[\"precalc\"][\"obs_loc_path\"] = /Users/fzhu/Github/LMRt/docsrc/tutorial/testcases/PAGES2k_CCSM4_GISTEMP/recon_tas_psl/obs_loc.pkl\u001b[0m\n", "\u001b[1m\u001b[36mLMRt: job.calibrate_psm() >>> job.configs[\"precalc\"][\"calibed_psm_path\"] = /Users/fzhu/Github/LMRt/docsrc/tutorial/testcases/PAGES2k_CCSM4_GISTEMP/recon_tas_psl/calibed_psm.pkl\u001b[0m\n", "\u001b[1m\u001b[36mLMRt: job.seasonalize_ds_for_psm() >>> job.configs[\"ptype_season\"] = {'coral.d18O': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12], 'coral.SrCa': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12], 'coral.calc': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12]}\u001b[0m\n", "\u001b[1m\u001b[36mLMRt: job.seasonalize_ds_for_psm() >>> Seasonalizing variables from prior with season: [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12]\u001b[0m\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "Searching nearest location: 12%|█▏ | 11/95 [00:00<00:00, 107.50it/s]" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[1m\u001b[32mLMRt: job.seasonalize_ds_for_psm() >>> job.seasonalized_prior created\u001b[0m\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "Searching nearest location: 100%|██████████| 95/95 [00:00<00:00, 110.08it/s]\n", "/Users/fzhu/Github/LMRt/LMRt/utils.py:243: RuntimeWarning: Mean of empty slice\n", " tmp = np.nanmean(var[inds, ...], axis=0)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[1m\u001b[32mLMRt: job.proxydb.find_nearest_loc() >>> job.proxydb.prior_lat_idx & job.proxydb.prior_lon_idx created\u001b[0m\n", "\u001b[1m\u001b[32mLMRt: job.proxydb.get_var_from_ds() >>> job.proxydb.records[pid].prior_time & job.proxydb.records[pid].prior_value created\u001b[0m\n", "\u001b[1m\u001b[36mLMRt: job.seasonalize_ds_for_psm() >>> job.configs[\"ptype_season\"] = {'coral.d18O': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12], 'coral.SrCa': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12], 'coral.calc': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12]}\u001b[0m\n", "\u001b[1m\u001b[36mLMRt: job.seasonalize_ds_for_psm() >>> Seasonalizing variables from obs with season: [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12]\u001b[0m\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "Searching nearest location: 11%|█ | 10/95 [00:00<00:00, 94.37it/s]" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[1m\u001b[32mLMRt: job.seasonalize_ds_for_psm() >>> job.seasonalized_obs created\u001b[0m\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "Searching nearest location: 100%|██████████| 95/95 [00:00<00:00, 97.94it/s] \n", "Calibrating PSM: 9%|▉ | 9/95 [00:00<00:01, 82.41it/s]" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[1m\u001b[32mLMRt: job.proxydb.find_nearest_loc() >>> job.proxydb.obs_lat_idx & job.proxydb.obs_lon_idx created\u001b[0m\n", "\u001b[1m\u001b[32mLMRt: job.proxydb.get_var_from_ds() >>> job.proxydb.records[pid].obs_time & job.proxydb.records[pid].obs_value created\u001b[0m\n", "\u001b[1m\u001b[32mLMRt: job.proxydb.init_psm() >>> job.proxydb.records[pid].psm initialized\u001b[0m\n", "\u001b[1m\u001b[36mLMRt: job.calibrate_psm() >>> PSM calibration period: [1850, 2015]\u001b[0m\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "Calibrating PSM: 71%|███████ | 67/95 [00:00<00:00, 88.60it/s]" ] }, { "name": "stdout", "output_type": "stream", "text": [ "The number of overlapped data points is 0 < 25. Skipping ...\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "Calibrating PSM: 100%|██████████| 95/95 [00:01<00:00, 88.26it/s]\n", "Forwarding PSM: 100%|██████████| 95/95 [00:00<00:00, 706.48it/s]" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[1m\u001b[32mLMRt: job.proxydb.calib_psm() >>> job.proxydb.records[pid].psm calibrated\u001b[0m\n", "\u001b[1m\u001b[32mLMRt: job.proxydb.calib_psm() >>> job.proxydb.calibed created\u001b[0m\n", "\u001b[1m\u001b[32mLMRt: job.proxydb.forward_psm() >>> job.proxydb.records[pid].psm forwarded\u001b[0m\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[1m\u001b[30mLMRt: job.seasonalize_prior() >>> seasonalized prior w/ season [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12]\u001b[0m\n", "Dataset Overview\n", "-----------------------\n", "\n", " Name: tas\n", " Source: /Users/fzhu/Github/LMRt/docsrc/tutorial/testcases/PAGES2k_CCSM4_GISTEMP/data/prior/b.e11.BLMTRC5CN.f19_g16.001.cam.h0.TREFHT.085001-184912.nc\n", " Shape: time:1001, lat:96, lon:144\n", "\n", " Name: psl\n", " Source: /Users/fzhu/Github/LMRt/docsrc/tutorial/testcases/PAGES2k_CCSM4_GISTEMP/data/prior/b.e11.BLMTRC5CN.f19_g16.001.cam.h0.PSL.085001-184912.nc\n", " Shape: time:1001, lat:96, lon:144\n", "\u001b[1m\u001b[32mLMRt: job.seasonalize_ds_for_psm() >>> job.prior updated\u001b[0m\n", "\u001b[1m\u001b[30mLMRt: job.regrid_prior() >>> regridded prior\u001b[0m\n", "Dataset Overview\n", "-----------------------\n", "\n", " Name: tas\n", " Source: /Users/fzhu/Github/LMRt/docsrc/tutorial/testcases/PAGES2k_CCSM4_GISTEMP/data/prior/b.e11.BLMTRC5CN.f19_g16.001.cam.h0.TREFHT.085001-184912.nc\n", " Shape: time:1001, lat:42, lon:63\n", "\n", " Name: psl\n", " Source: /Users/fzhu/Github/LMRt/docsrc/tutorial/testcases/PAGES2k_CCSM4_GISTEMP/data/prior/b.e11.BLMTRC5CN.f19_g16.001.cam.h0.PSL.085001-184912.nc\n", " Shape: time:1001, lat:42, lon:63\n", "\u001b[1m\u001b[32mLMRt: job.regrid_prior() >>> job.prior updated\u001b[0m\n", "\u001b[1m\u001b[36mLMRt: job.prepare() >>> Prepration data saved to: ./testcases/PAGES2k_CCSM4_GISTEMP/recon_tas_psl/job.pkl\u001b[0m\n", "\u001b[1m\u001b[36mLMRt: job.prepare() >>> job.configs[\"precalc\"][\"prep_savepath\"] = ./testcases/PAGES2k_CCSM4_GISTEMP/recon_tas_psl/job.pkl\u001b[0m\n" ] } ], "source": [ "job.prepare(verbose=True)" ] }, { "cell_type": "code", "execution_count": 5, "id": "01a9ac90-5107-4653-8c43-6cf495982ac2", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "KF updating: 2%|▏ | 33/2001 [00:00<00:06, 322.18it/s]" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[1m\u001b[36mLMRt: job.run() >>> job.configs[\"recon_seeds\"] = [0]\u001b[0m\n", "\u001b[1m\u001b[36mLMRt: job.run() >>> job.configs[\"save_settings\"] = {'compress_dict': {'zlib': True, 'least_significant_digit': 1}, 'output_geo_mean': False, 'target_lats': [], 'target_lons': [], 'output_full_ens': False, 'dtype': 32}\u001b[0m\n", "\u001b[1m\u001b[36mLMRt: job.run() >>> job.configs saved to: ./testcases/PAGES2k_CCSM4_GISTEMP/recon_tas_psl/job_configs.yml\u001b[0m\n", "\u001b[1m\u001b[36mLMRt: job.run() >>> seed: 0 | max: 0\u001b[0m\n", "\u001b[1m\u001b[36mLMRt: job.run() >>> randomized indices for prior and proxies saved to: ./testcases/PAGES2k_CCSM4_GISTEMP/recon_tas_psl/job_r00_idx.pkl\u001b[0m\n", "Proxy Database Overview\n", "-----------------------\n", " Source: /Users/fzhu/Github/LMRt/docsrc/tutorial/testcases/PAGES2k_CCSM4_GISTEMP/data/proxy/pages2k_dataset.pkl\n", " Size: 70\n", "Proxy types: {'coral.calc': 6, 'coral.SrCa': 19, 'coral.d18O': 45}\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "KF updating: 100%|██████████| 2001/2001 [02:09<00:00, 15.46it/s] \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[1m\u001b[36mLMRt: job.save_recon() >>> Reconstructed fields saved to: ./testcases/PAGES2k_CCSM4_GISTEMP/recon_tas_psl/job_r00_recon.nc\u001b[0m\n", "\u001b[1m\u001b[36mLMRt: job.run() >>> DONE!\u001b[0m\n", "CPU times: user 33min 23s, sys: 1min 17s, total: 34min 41s\n", "Wall time: 3min 44s\n" ] } ], "source": [ "%%time\n", "job.run(recon_seeds=np.arange(1), verbose=True)" ] }, { "cell_type": "markdown", "id": "02440a5d-ddac-4637-b430-f9e219d3c7ef", "metadata": {}, "source": [ "Once done, we will get the struture below in the \"recon_tas_psl\" directory:\n", "```\n", ".\n", "├── calibed_psm.pkl\n", "├── job_configs.yml\n", "├── job_r00_idx.pkl\n", "├── job_r00_recon.nc\n", "├── job.pkl\n", "├── obs_loc.pkl\n", "├── prior_loc.pkl\n", "├── seasonalized_obs.pkl\n", "└── seasonalized_prior.pkl\n", "```\n", "\n", "We now do a quick preview of the results below.\n", "For more details of the visualization of the results, please move on to the tutorial regarding visualizations." ] }, { "cell_type": "markdown", "id": "cf87edac-a39d-4021-b7c5-86bf54751406", "metadata": {}, "source": [ "## A quick preview of the results" ] }, { "cell_type": "code", "execution_count": 6, "id": "8189d4ea-1259-42d3-a7e8-cec524a72fb7", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "recon_paths: ['./testcases/PAGES2k_CCSM4_GISTEMP/recon_tas_psl/job_r00_recon.nc']\n", "idx_paths: ['./testcases/PAGES2k_CCSM4_GISTEMP/recon_tas_psl/job_r00_idx.pkl']\n", "job_path: ./testcases/PAGES2k_CCSM4_GISTEMP/recon_tas_psl/job.pkl\n" ] } ], "source": [ "# create the res object for reconstruction results\n", "res = LMRt.ReconRes(job.configs['job_dirpath'], verbose=True)" ] }, { "cell_type": "code", "execution_count": 7, "id": "d87c2b0f-b71d-49d5-936d-c588f2be17ff", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[1m\u001b[30mLMRt: res.get_var() >>> loading variable: tas\u001b[0m\n", "\u001b[1m\u001b[30mLMRt: res.get_var() >>> loading variable: psl\u001b[0m\n", "\u001b[1m\u001b[32mLMRt: res.get_var() >>> res.vars filled w/ varnames: ['tas', 'psl'] and ['year', 'lat', 'lon']\u001b[0m\n" ] } ], "source": [ "# get the varialbes from the recon_paths\n", "# note: field_varnames is to indicate that 'tas' and 'psl' are field variables instead of series variables\n", "res.get_vars(['tas', 'psl'], field_varnames=['tas', 'psl'], verbose=True)" ] }, { "cell_type": "code", "execution_count": 8, "id": "bbf48053-8a8c-437e-97e7-7d49c411c8c4", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "varname: tas\n", "nt: 2001\n", "nlat: 42\n", "nlon: 63\n", "nEns: 1\n", "varname: psl\n", "nt: 2001\n", "nlat: 42\n", "nlon: 63\n", "nEns: 1\n" ] } ], "source": [ "# we can print the information of each variable\n", "print(res.vars['tas'])\n", "print(res.vars['psl'])" ] }, { "cell_type": "code", "execution_count": 9, "id": "a8c92f67-d0cb-4c3e-98e2-13e76ccf4e89", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/fzhu/Github/LMRt/LMRt/visual.py:218: MatplotlibDeprecationWarning: The 'extend' parameter to Colorbar has no effect because it is overridden by the mappable; it is deprecated since 3.3 and will be removed two minor releases later.\n", " cbar = fig.colorbar(im, ax=ax, orientation=cbar_orientation, pad=cbar_pad, aspect=cbar_aspect, extend=extend,\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# plot the tas field\n", "fig, ax = res.vars['tas'].field_list[0].plot(idx_t=-1)" ] }, { "cell_type": "code", "execution_count": 10, "id": "09114a48-dcb0-4927-a4da-fd19d0c81f28", "metadata": {}, "outputs": [ { "data": { "image/png": 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ZMHEkVuam3H74lNOXb/Da7RNv3D4RFBKa6n57PrqCmXHB3xNyUtqzeq5lUKdn7z6waPNeTl79fd9tUbc6R1bPQVVFJUubFAqFnLt5n1W7j3L32StsbIoybtx4evXqhXpGXyvkyJESWUj7L/5r8i4X9/8TAgIC2LBhA+vWriU4JIS2jWozpm8XqpTNfGcsD29fbBp2Tvq7dPEiDOrShm6OjdDR0gQSxdfV3QMf/0BKFrHCwqRgjmQ9yY6sB4SE8fqTB75BIYSGRxISEUVwYCDu3n48++hBYFhk0rLlbKx4sH6GLKqcLhKJhLgEIZExsUTFxqOvpYGSogKP3b5w/6073oEhKAgEnLz7jIiYWJpXKUu9ciUpalaQllNWplmuqYEenetVoX/z2tiYJw+fyUmBj4iKITg8AgUFBVSUlNDX0URFinzTeUbe/yYPy3xOSHxsbBzteg/kxp37DOnbk4Z1anLwxGlu3X2Af2AQI5z6ERkVhZFBAUQiEUWsC9GxVUt2HDjMxNkLUFJSYnCfHsyfOgF19eSjdb5868q1W3fw/fGDc5ev89XTK41a/MbS3JTAoJCkFIqDunckJCycqhXKIBKLCQoJJSQ0HC0tDZSVlJJlWKlesRwux3YlK08ikTB/7dakbC2/cChtx4U9GxCJxETHxBAXn0B8ZAgJCYkDPmlqqKGvkziQU5b4l+dRTDjTV21l4ea9SZMOr5pD+yZ1s130o1eurNh5iJNXXSigr4/z8OEMHToUIyOjbJct57+LLKX9F/8leZeLez7H19eXRYsWsWXLZhQEAvq2a86IXh0pamWerXK/ePnw0cMLE8MClC1p809TEWZF1r/7B/L47SdefvzC609fefXRA+8A6coRCAQsG9KFoa0bZHq76RESEcX9d5/w8AskLDKG0Khorj19x3tPn6RlFBUUEAgECEUi9LQ0KGJqhFgiwbaQGQsHdsT4r0/fkTGxOC3fiamBHmWKWCalvXzz9TsbT99AIBDwad8SzA31U62TrCT+6qOXDF+yiS/eP5J1PlZRVqJMMWsq2RWjol0xWtWuTHB4JEZ6OmilEuqQZwX+F3lU5GUl8QGBQZjbVwISByHy8vFFQUGBmlUqYVzQkMMnz2JbvBj+gYEE/eyArqOtRXhEZIqy9PV00dTQYNLIoTj17s6oKbPYsGNP0jrlS9ujoqLMdZd7WJmboaurwxcPTyIif5dlUECfoOAQ1NRU0VTXQF1djZjoaEIjIlFVUUZDXR0lRUWiY2OJjIpCLE58fFVzKMuqmRNwKFMq1f308vHj0q27XLhxl5sPHhMZJV1KWitTYxzsS1CxdEkq2ttSp1JZ6b5c/uPz5unrd/QfN4PQ8Ai8/fwBqF2pHFOH9KZ+1QrZvn9/9vRm9e4j7DxxAQQCnJwGMXHiRExN885XSjn5g5yQ9l/8V+RdLu75lD+FXVVZmRG9OuDcvX22Yhxzk6zI+vm7T9h19jpPXD/hExCc4fJmhvoUtzCmmLkxNhbG2JgZU8zCmKJmBbMdwymRSHjy4SuHbz4iNCIa12/evPrshUQiQU1FGT0tDfS0NChmYULr6uXR0lBDXUWFF5880NPWpIZ9MewKmWWqHhKJBM8fQdx3def2SzcO3XiIppoqTzfPxtRAL911syPwLz58oWb/iRS1MGFSnw6IJRJ8A4IRikR4+wfx/MNnXn30IEEopFrpEjx48wFIzElfyNSIb74B7J49ila1qwD5QN7/JA+KfHYl/uCJ07x6+x4FBQHFiljTvFF9jI2McJ4wjW37DjHSqR+qaqr4/fDn1bv3vHj9NkUZZibGFDQy5OWbdwC4PbqFiZERbXoO4Na9B0Bi6M30cSN5+OwF2/cdYseaZfQbMS6pDE0NDWJiY7G3LUEZO1vevHfj1VvXFNsyMTKkgJ4O6mqqhEdG4ecfSERUNNYWZmxcOJ1Gtaqlu79CoZAX79z47OGVmFtdQx1VSQLKSkpJqWujYmIJDA7luetHnr514/m7D0RERVOtvD1Du7WlXpUKmBilc97m4nkSFBLKjXuPGDZtAcGhYQDEvL6BsnL2B10KCglj3f7jrNlzjLiEBJycBjFp0iS5wMuRipyU9l/8F+RdLu75DB8fn5/CvgV1VRVG9urI8J7ts/5JN5fJrLAHh0Vw5dFLLt57ypFrdylVxIqYuHjCIqKIiI4hJi4eBQUBFYpZU7N0cewKmVHSypQSlqboaOZMfOZLd0+Grd7D848eWBgVwKqgAUXMjKhdpgS1y5SgkImhzLaVIBSy+/I9brxw5aHrZ3yDQgGwtTKjYcVSjGjXCAsjKdLdkXV59wsKofOkJTx440YBHS2Cw1O2vgL0blkfKxMj5m47nGLemO5tWDS8N5DPxP0XeVDgIXMSL5FIOHHuIr4//ImOiSE0LBwNdXXMTIwpXMiSJy9ec/7yNXz8fgCgpq7Gh09pd5j+halxQV65XEFPVydxFOCgYCKjouk8YCiv3roikUgQCAQsmjGZibMXJFvXpog1X795IRKJ0NLUxNSkIEYGBdBQV0eUEI9NIUsMCugRHhFJUEgYgSEhKCsp8fHLN754fsfG2hK3W2czd9Agw1hysVjM7ScvGb94PS/ffwKgTuXyjO3XhWa1q6beop3L54ib+1fsG7ZN+tuwgD7nd6/HwSZles3MEhoewdq9x1m95yix8fFygZcjFfb29nx755Zj0v6LP+X9yJEjdOzYMce2lRvIxT2fEBISwvz581m3bh3qqiqM6t2J4T3bo5uJ0U3zCllpXT942YXeM1cmhWXoaWsSGhGFga42QWERlLA0oV55O+qVt6V2mRLoacku7WSCUMipu8/59P0HHn4BJIhEqCgpoaSoSFhUNMddngJwYs4ImlSyz9EMDNvO32b4mr3JppW3sWJMp2Z4+gchEonR19akgI4mpgX0qGpXNEkqFHUNePv5G7efvcW8oAGmhvoIEGBUQJfCZplLKymRSDh/9yn3XrnyIyiU8OgYBECjKuUoVcQKDTVVypUogkAgIEEo5OGbD3zzCyAqOpZGVctRxNwEyKfS/id5VOAhY4kPCg7B1M4h6e8ihayIiIwiKCQk2bgLAPa2JejarjUlbIrQoe9gLM1NMTQwoF6NatSvXYPChSzR09FBT1cHZWVlgkNCefDkGUpKStSoUhEtzcS+MVFR0azavI2w8EjsbUvg6/eDD+6fMTYySnyJ8PcnNjYOSMxeo62liZqqKvr6ekRGRBITG4NYJEZBQQFjIwOKFylEeEQUXzy/Y6ivh3Ofrrh98UBDTQ1dbS2MDPSpVdmBgoayy93+IzCYq/eesG7/cZ6+ccO+WGHG9OtCl+YNUVFJRUZy8RyRSCQoF06e1jHh64vfLxrZ7JAbFhHJ2r3HWbX7CDFx8Tg7OzN16lT09VMP1ZPz30ZHR4dykUo4KOR8ZIBEImGD2JNFy5cxZsyYjFfIR8jFPY8TFxfHhg0bmDtnDvHxcYzp25lRvTvlO2HPiqyHR0Vz/u5TTty4z+nbiRlsSlpboKKsxBv3b2irq9G9UTUGNK+DnXXGMf2BYRHcffMRRQUFiluYUMTMCGUlJSQSCcERURjopDymIpGYPou3cuz2EwrqaVPIxAg1FSXiE0QkiEToaqijr61JORsrxndpnul9zCzxCULOPnjJZ+8f3H7lxo0Xv3Noa2uooaKkREjk79jf1nWqUK9iGbTU1VBXU2XU8i0Ehkbw52UvEAjo3qwOK8cMQPdn52NpUanaNsW03bNH07VJ7TTXyfeynhb5UOLfvHejbY8BaGtr8eLWJQBiYmLx+fGDuLh44uLjefv+A/3/CGlpULsmTerXpneXjnz68pXStiVRV1fj5VtXjAwKMGXuYg6eOJ20vJamJu/uX8fUuCArNmxl0pzfIx0rKyuTkJCAuakJ3r5+VCxXhgkjhhAXH4+3jx/b9x/Cy9sH33fPWLx2I4tWrf+5nhJFrSypVbkC2w+fRCwWo6ioiMLPF8W/MS1oROdWTZk3zhm19AZly4TISiQSXJ68YvmOg1y4/QALEyNG9e5Mvw4tkjrxJyOXzg/beq349NUz6e/7p/ZSuVzp1BfOosiHRUSyavcRVuw8jKqqGtOmT2fo0KGoymiEbDn/H+jo6FA+UokK/0DcATaIvrFQLu5y/hUSiYQjR44wadJEvLy+079DC2YM65t+XGUeI6sZYcRiMXsv3GTE0i3ExMVTzMoMb/8gon+2xFUobs2A5rXpVK8KmlKMjBodG8eSQxdYcfQSCUJRsnluexYzZ/cpDlx/wM6JA6liW4Sg8Ehi4xPQ09Jgz5V7rD91jf1TB9OmpkMaW8g93Dx9ePbBA8fG9dD/+eIhFot57f6NliNnExEdg1giIe7nYE4mBvo82r0MRQUF/H6G2Tx848bI5VtZOqIvzp1bSrXdx28/smzfSc7cfoRYIkFJUQEVZWWUFBWpVrokdkUsMTHQx8RQH1NDfUwM9ClcoiTq/3Ak21wjHwm8WCzGwKYM45wHMXXM8BTL7zl0jHEz5hEanih0xYsWxv3rt2Qt8tpaWlRxKMe123dT3aZAIODFrUsUL1oYDYviSdOdB/Rh+dzp2FSsiZe3L9pamkTHxLJoxiRGOPWjQdsu3H34hD5dO7Jl5WLK1m5CsaKF2b56CXcePqHrwGHExcVToog1F/ZsQENdjQ17j7Bi826iYmJSrUv96pVZMGkk5UuVTHvQoizI69uPX1i2/SAHz19DTVWFSU49mDyoZ+oL/+Pzw3nafDbtO5r0d6eWTdi+bDbqamrprEWWjoNfQBBz1u9k29FzWFlZsWjRIjp16vRPkxvIybvIxV02yMU9D/L48WOcnYfx5MlTHOvXYMGYQdgWtc7tamVIdvOsR8XEMnjhBi7df0ZYZDR9HBswpH0znBasx93Lly71KtO/eR3KFyskVXmhkdEcvfWY5Ucu4RscyrhOzehcrwqbz91kw6nrAJSyNuedh3eaZSgqKDCifSMWDMh7MXKZiVFPEAqJjI5FTUU5hTz3mbWKA5dus3/eODo2rMGHb97cefGOTo1qoq2hjndAEPEJQgqbGSMWi/H8EciQBRt49ekrE3u3x0BPB7/AEPyCQvD9+V+/wBB8g0KIiolN2o6xYQHuHNhAEUszmR2D7CCRSIiIikZdVVUmHfdSJY9K/C+B/+D+hdI1GzJ8YB9mTRyDttbvr043796nSYce6OpoU6xIYXZvWEmxIoX57PGNHfsPY1eiOEWtrbhy04XjZy/SunljFBUUmL9iLQDmpiYMG9CbtVt2Ep+QwKGt69m27yCHTybGoBsWKMCgPt1p0ag+3757s//YSc5fuYFEIkFbS5OIyCh6d+nA8jnT0dHRZvDYyZy5eJVLx/ZSxs4WL28fFq5aT5XSJejbqU1SvePi4lm2eRczf6aAVFJSpHTJYkRFx+Dh5UN8QgJGBvq0bFCHPp1aU6NieUQiEQo/MzwBWW55/u7nz8w129l/9go+d04nDUaXmzHwsbFxaJWskmyasrISX+9dwqSglP1vMnk83n/2YPLyTZy7eZ/KlSuxdu06KleunKky5Pz/IRd32SAX9zxEQEAAkyZNYseOHZS1LcaKScOpU7lcjm/3R2Aw338EoK6qSmxcHJ4+P/DxD6RO5fKUKlY4zfVkPXrp4AXr2XHmGgBnVkyjSbUK9Ji+gvN3HuOyZiqlpAiHAXB55cbOS3c4dfc58UIhLaqWY8GADqgoK1HDeW6y/O1/MqFdfaqWKISpvg5qKsrc+/qDuXtOs3uSE3XKlZTZfmaVnMrH3mbsfO6/fs/ltbMJjYyi06TFhEVGo62hjqqKMoGhiQ9t4wJ6qCgr4fUjEIDihcx5e3hdsrL+DoOJiIrG1z8Ib/8ABs9YSkBwKH3aNWdot7bYFLJAJBIRFhFFWGQkoeGRaKirYWlSEA31DFoDs4FYLGb7sXPsP3OF+y/eIhaLKVHYivWzxlK3cs4M8y6RSDhz/S77zt/AzNgIh9J2dG3dDGUpct7nJJ9/hNGgbRe++/iiqKhI5QrlmDRyKKqqKjTt+LvFWF9PFysLc1w/fCIhIYFHV89SvnTqqRdfvnWlcsOWlC9jz6MrZwgOCaWbkzN3Hz1l36bV1K1Rjcs3b3Pu8jUuXb9FeEQkdWtURVVFhUs3blOymA0fP39GTVWN6JgY9HR16NetM/17dKH74BF8/eZJ/x5dUVRUYLzzYPR0EwVYITa5XO44fBIFgYBaVRwoWsgSSJT6J6/fcf66C6cuX8fdwwv7Eja4ff6KTSErRvTrRo92LX+3RmdB4D19fmDbrDsCAairqaKkqIhjvRo4NqhJw2oVU351+gcCHxgcQuNug3jt9jFpmkAgoEWD2syfMJxSxW2kKyiTx+P245eMWbSW127u9OvXj4ULF8pzwP+HkYu7bJCLex5AJBKxadMmpk2dChIxc0cOwKlzq7Q/5cqAsIhITl514cDZq9x6/CJFZ7RfLUQ9Wzdh7oCOmErTuSubPHjtRh2nyQAUszKjQsminLz5gPgEITdXTqaqXdEMy1h9/AqTthyhmIUxvRrXpFvDapj9TI143OUpPeZvQkNVGXUVZe4tHkHf1Yd48MGDR8tGYf/XyKl5IRb7X4x+6hcUQl2nyXzx/oFAIKBh5bIsG9WP4zfuI5FA2eLWKCkq8vDNB8Iio2hctTwhEVGYGujTqFF96bcTEMSavcfYfvQcwWHhaGmoE5FGPu1ihSzYsXAK1cqnHEUzu7z79JWyrXqnmL5kwlDG9O2S7fIlEgnffPx49vYDJ6+6cOnOQ8RiCeGRUVS0L0lUTAwfvnohFotRV1NFXVWVIlZmjO/fDUU1LaJjY7AvUYySRQun3tlRRrh++kxEZDQV7Evy2T+MW3cfcPjkWe48fAyAro42ndq0pEWj+mzetZ+L128lrdulXSvK2NkSHRODSUEjrCzMKV+mFMY/pSw+PjE+/lcLfnx8PL2HjeH42QuUKFaUlo0b0LxhfcrZ23Hk9DkuXLtJeHgErZo14rPHN/YePsHL25eIiY1l54EjbNq5D3U1NSaNGsqdh485feEKAMvnTqe9Y3OMjQwTY9xjpRdLsVjMiq17+PjlG/YlbHB59IzTV26irKyEbdHC2Jcshn0JG5pVK4998SKZOrYfv3px/vZ9IqNimLthV4r766kNi2hZr3rylXJY4Beu38b0petSndervSM7ls+VvrBMCLxIJGLL4TNMX70NgYIi8+bPZ9CgQTn6fJOTN5GLu2yQi3su8/DhQwYPHsTr12/o174F80Y7YVRATyZlJyQIuf/iLc9dP/DqvTsv33/km88P1NVUCQ2PJEEopE7lcnRt0YhydsWIjYtHWUmRQmYmDJu9nFPX7gDQq0V9tk1PGf+aEzx++5GFu46hoCAgIiqasLBwlJSU2Dq2LyKxmIiYWEpYmqaaNeZ7QDDlBkynd9OaLBvcJdnn6bdfv9NgzGLCoxNjX2vYFubK7MHp1iW3xP1fyPrfCIUiLtx/ird/EAPaNEY5jUFmZHFMYmLjOHHlNv7BIehpa6GrrYmutja62ppERsfg7RfAvA270NbU4PHxbUnr/bpVpRUve+3+U3YcO4eJkQGWpgWxMjVGR0uT2Lg44uITsClkgX2xwigqKrJoyz4ioqLR1daigK42tSqWpWQR6UKw0iMwJBSn6Us4cz0x3rtMiaI41q+JmqoK1cuXTvqC9vStG2v3HKOsrQ0nrtzm7ccvREYnj8tWVlbC0tQEPR1tDAvoU9jSnC+e31FXU6Vm5QpUKmuPrU1hDAtIl8Hj/rOXnLh4nccv32BpasLhs4mdUUsUsWbGxLFUr+zA6KmzqV29CnYlihEXF08BfT3KlrJDIIAuA505f+V6utuI9/uS5jyRSMT5qzc4d/kaF67ewD8wCG0tLerWrMaCaRMpYVOELbv3c+n6Le4+eoKFqSkzJ46mSb06BIeGMm3+UvYdPUGD2jUY3Lcn/UeMSxoISklJicKFLClkYYG6mipmhvpYmZtiY22JlbkpOlpaBASHsHzzbgoa6tO2aUOKFrKgWOHkv/nnb15cvHmXtx8+8fr9J959dCcqOoaK9iWZPqwvzeukkfoxHdbsOcqYhWuTTRvVpxPtGtdBT1sbOxvr5CvkoMAHh4ZRsFydVOddO7iVutUqZa7ATAh8QHAoU1ZsZufx85QtW4ZNmzZTtWrVzG1PTr5GLu6yQS7uuUR4eDiTJ09m48aNlLcrzroZo6lcxi7b5cbGxXH13hNOXnXh7M17hIRFoK6mSuniRSlvW4zClmbExcejo6VJ20a1sTApmGo5Sra/s4KUKWbNvCE9KGxugrVpQVRzsBXwb0Q/w3E6zlrHuQcvk6abFNClqp0Nzm0bUsO+GA/euVN/zCIAPA4tTzbi6IN37jSduIz4hMRsE/N6NGd4i5oo/Wzxye2W9dwQ9fTI7eMBUKFNX775/KBquVK4un/FLzCYhAQhaqoqFLEww8K0IDGxcYRFRFKvqgPThvTGun4HNNRUMdDTwdPXn+g/4ut/oaGuRkX7ktSuVI4+7ZphbS67vNMikYj+UxZx9uY9Vk8dSZ3K5bA0lS7NpkQiITAkLKkV/s3HL7x6/wmvwDDCwiPw8Q/Aw8ubIlYWRERF8/D5a2JiE/fPsIA+JW0KU7NSebq2bkap4jYEh4axZONOjp67jLKyEirKyrh++oKFqTHVKpTl/rOXePv5079LW777+nP59j1UVFSIj4/H0tyU8IhIwsIjgMSBkRrVq0XtalWwLWZDs869kupdsVwZlJSUKG1XggE9u6UZPpOQkICntw9R0dEUKWSFhro6G3bsYcy0OQC0bNKQvt060b63E5DYt0T8c1RgHR1tRg3qz7D+vSnqUJPIqCiK2xShQml7BvXpwb1HT9DW0uSzxzfOX7nBZ49vUv9m1RzKMnZgb1o3qZeqkMfHJ3Dx5h3WbN/L7ccvaFi9IssnDU83hPBvhEIhw2avYPuxc9RwKEPdyuX5ERjM9mPn0NXW5PruNZQtmUqoSg4J/J5jZ/jm7Ut8QgIhoWHsOnoGsUTMjUPbqVqhTOYKy0Io0ePXrjjPWckL148MHTqUBQsWoKOTN/uCyJEtOjo61IxRoYbyv0kXOjfmMwvk4i5HFpw+fZqhQ4cQFhrK3JEDGNa9XbY+G0ZGRXPpziNOXLnNhdsPiIyOwbZoIdo0rE2bRrUpW6KodMN0/8G+05dJEAox1lCm96xVhPwcZEddVYWlI/sysG2TFA+6uPgEvvsHYm1aMMP9EQpFvHb34O5LV9YeOkvFUsXYPWsUCgIFgsMjcHnxjptPX1PWypgSlqY4TllJgwp2TOvZmo/f/fjg6cvJO8947+nDIMd6NKtShjbTVgPw5cCypJFD/UPDKdlrEjFx8UnbDj6zAXVVlUwdD1nxryU9L0h4Vnj94TO7T17kw5dvlC5RFEuTgigrKxEdE8sXLx+++wWgqaGGqrIyB85dw8bKnO8/AoiNi8fz1nEK6OkQHBpOeFQUGmpqKCsp4frZg0ev3vHolSvX7j8lIiqawhamdHdszORBPVBRyfw58ezdB2av3UFUTCyePn58/e7L3FED084oklnSkLeEhAQ+fv3G+09fcPvsgevHz1xxuU9oeASFzE2Ji08gOjaW7m2ao66uRkhoOK0a16NF/VooKCgQExtLdEwsBvp6iNV0uPvwMXuPnKBlk4YsW7eZIoWs6Nm5Hbra2lxzucv5Kzd4/vot8fGJ15G2liaRUdFJX0GUFBXp3bUjTr26ERIWRmBQCIFBwQQGB/PyjSvXXe4mvWgIBAKsrSyJjIwiICjxxXzvptX4/fBn/Mz5ACgqKiIS/c4ApaqqQgE9PQ5v38DTl6/x8PRix/4jqKupERAURGErS0Y49aNbhzbUc2xPQHAIWxfPwuO7DzfvP+b6vUdEx8SybckserRryedvXrz94M6QKfMIDA6hgr0tY516U6G0LTbWVinubRKJhJa9BnP5ziMcSpXg0bGtmfoZJRIJh85f4+RVF1yevERdTZXBXduwds8xVJSV+XT1UNr3zBwSeD//QLo4T+Dh89cc3bgMx0Z1s1ZQFuRdJBKxbt9xZqzZjp6ePus3bKB169ZZ276cfINc3GWDXNz/IT4+Pjg7O3Py5Ema16nGuhljsMrkwDe/CAmL4NzNe5y85sKVu4+JjYunvG0x2jSqTbvGdWSWhUYcFoRIJMI7IJiv3j84eu0uW05epnPjWmyYOATtP0Yjnb5xH4t3H0ddVYXihcwZ1rE5fRwbAhARFcOjtx+4/9qN+6/e8+jdx2QZR1JDX0cr6YWhuIUJSwd3oXGl3zHPEomEzWdvMnnrUQoZGxAaGc2PkHBur55C5ZKJMamfvX9QZsC0pLzmDR1KcWb+qH+WniynRT2/irksefPxM07TlxAbG0eXlg0Z379bhoNgRUXHsP3Yeaau3ExMbByKigqM6NmRGc590daUfvCuUs178OGrJwKBgD5tm+HUpTWVSttmd5eSI6W4xcXFc8XlPnefviAyMpqxg3pTxCrjUTKlHW01ISGBD+5fePXuPa4fPvLmvRvxcQl4eH7ny7dvSYOj/UJZWRl9PV3EIhGBwSEAGBkaEBAYhIqKMoUsLYiKikZVVYXrJw9hYWZKSGgYZy9fY9r8Jfj5BwCJHWMb1a3FkVPn2LxiIX27dQbg+NkLdB3oTLcObRCJRBw9fZ7p40bSqm5VHJp35szOtTSvVwtIbDlv0mMwUdHRPDp7IOn6//bdhxa9h+Lp45f0haawpTmOjerSs50j5e1/d0ovUq0Jnr6Jo8g2qVWFBtUcKG9XnJKFrTAxMsj0PeXKvcc0HzAOY8MCfLx8EE2NDEZ2zobAx8bGsfvYGcIiIvni6cWLt268+fAJAz09Dm1YQo2K2eiUnY1BnL55+zF87kou3H5Au3btWLt2LWZmeSPrlBzZIxd32SAX93+ARCJh9+7djBo5ElUVJdZMHUn7JnUzfaOXSCTcffaa9ftPcOqaC0KhiGrl7WnbqDZtGtbOsTR7f2ePOXL1LoMWrKd/60YsG9WPmNg4lu8/xdI9J5K1bNsVsaR+xTLce/WeV588EnNG62pTrUxJapS1JSQiiiW7jwPQtl41GlQqg4qyEprq6lQrUwJlRSXmbjuEYyU76pe3TVPGPnj6Mmz1HsQSCdN6tKJ+BTuiY+PYcu4Ws3efIvZnDvNxnZsxt1/7HDlGf5JTsi6X9Jxh98mLLN12gC9ePmhpqDOiV0ece7RDT0c7w3XX7j3GlsOnef/5GzZW5mycM556VSrItoI5GPMsrbSnx/iZ81i9eQcApe1KIhGLiYqOISwiguCQ0GTLfnpyBwUFAeu27mLz7v1E/8y3LhAIKF+6FKqqqnz95pkk7RNGDOHR0xfcvv8QgGljRzBj/Kik8p69fE1pu5KoqKgweupsdh44zIQh/ZizahOrZk1gaK/fnY3HzVvOqm17qVutEvtWL0xKhfj5mxcl6jgCoKCggIG+LkqKivj6BzKgazuWTx+PpoY64qhQXn/4zLX7T7l2/wl3n70m9uf9rqiVOaP7dKZ322ZSj1Vw89FzGvUZxemNi2lRt5r0BzwL58OEBStYtW0futpaWJmZUK5UScqVKkmnlk0wlsXYINmQd4lEwrFLNxm5YA3xCSJWrV5Nr1695Lnf/w+Ri7tskIt7DuPt7c3AgQO4ePESPVo3YcWk4RTQy9yNNzYujkPnr7Nu33Fevv9EicJWDOrSmg5N62EmbR5eKYiJjcMvMAhrc9NUb5risCAkEgkX7z+j29RlDGjTmGWj+jF760GW7D6R6oiFViZG1KlgT42ytlQva0uJQuaZviGLMpF2Mi4+ge0XXVhy8Dw/Qn4/TJpXKcOG0b2Txb7LkpyQdbmoJ+fvF0hZH5/vfv4s236QbUfPEhsXT/2qDpQsYkUBPV0sjI3o5tgozTSVbz5+ZtT8Ndx99pohXdvQv2NLShfPOAuSVORxcffzD+D0hct4+/3A87s3Gurq6Ghro6ujTQmbIpy6cJlDJ87QrEFdTuzZmhQSEh0dg0QiITQ8nOu373L9zj0EAgFFClkhkUhQU1Nl1KD+iERi9IqUoqChAd/fPkmzHhGRkcxesJhN+44QH5/AwzP7qVjmd8y9RCLh3LXbdBs+ibZN67Nn1YKk6fU7D+DJq7fExiUO8hb4yoVDZy4xYcEKOjs2ZeuSWSnkND4+gS/fffjwxZND569x/MptDPR06NehJVamxpgVNKBF3eppNjhIJBLKteqDUCRiklMPurdqnOGXomRk4rwYOGEWz9+48uziEenLzwzZEPdfBIeGM3rhWvafuUyzZs3YunUr5ubSpQCWkz+Qi7tskIt7DiGRSNi1axejR41CXVWZjbPH4VivRqbK8PL9waZDp9l+9CyBIWE0r1MN557taVitYpo3+KzKzUWXh7QZOhmRSISlaUFa1q1Oy/o1qVu5HPEJQlzdPXB58pKl2w4QHJZ4k+7fuhHFrcxZuvcElUsVQ11NlePX7wOgqKjAmO5tmDmwCyrZzFUtrbjvvnyXwSt2JZtWzsaKnRMHUNJK9l8j5LKeM2R1fICsHjuRSJQsvvj8rQe0HjIRSMwKExwWjm9AMBbGRqyYPJxWDWomvXxKJBLcvnzj/K0HnLlxl/vP3ySVM35ANxaMGSSblsMckHdZSLu0+AcEYmSY+XCSP9ePjonFOoPQH4XYcDy8vHn4/DWdWzXl6et3DJo4h9ZN6mFkoM/pKze5fvcRi6eMZqzT75SgsbFxLNywHf+AIGpXdaBr6+YA1Grfm6KFLNm1Yl7ign8J6tV7T3jy5j3GBgWoWq4Umw6e5MjFm4SERyAWizNMMfr83QemrtzC1XtPsp6ONINzQyKR0G/sdI6ev0r4+weZezkA3n5w5+qdB/gFBFK3aiUa1KiCiooyz964IhSKsC9hw9Qla3j11hVtTQ26tmxIx6b1Mt2v6hdnb95j8MxlxMYlsGr1anr37i1vff8/QS7uskEu7jmAr68v/fv3S2plXzl5RNIIehnxZzjMyasuaKip0rddc4Z0a0sxa8s013nw8i1Xrrvg+tWT91+/07ByWZaO7IuSvnSDXbxw/Uil9gPo2645mhrqnL1xj28+fqiqqBAXH59i+eoVSvPkzXsSEoR0d2zMwnGDUY6NwOX5O4pYmFDM0gwNGQ1vL6241xw+j2cfPQAY37k5dcuVpGbp4qjIcFRMWcu6XNRTIuuBvf7kz+P94MVbHAdPIDQ8kkvbV1CjQmnUVFWIjI6h9ZBJJAiF3DmQOPrmx69e9Jk0n8evXRk/oBvzRzux/dg5Nh08xSs3d9TVVGlYvSJnb9xLtr2L25bTqEYmU+ylRj4X939BajncL926R8s+wwBQVlLCrlgR5k0YQbN6NaUqs2qrbhQ0NODElpUoJSQfcyA2Lg6tco2S/jYqoIdzj/YM6doWfV1tnKYt5oLLQ7zvnMpwO2MXrWP9/uP0at2UMf26ZC016R/nSFxcPC6Pn3Hq0g1uP3yK2+evLJ02ltEDMt9puk7Hvtx78iKpD4OejjZ1q1Xi1OUbQGKYk6KiIu0a1cbT9wcPX76jeZ1qzB01MPVsOVLwZ+t78+bN2L59ByYmJlkqS07eQS7uskEu7jLm+PHjDHJyQlEBNs8ZL3Ure3RMLAfPXWPDgRO8cnOnuLUlw3q0o1ebZml2lktIEHLw/FXW7T3Oc9ePGOrrUtTKAh//ALx8/Tm+dj6tG9bKcNtR0TF0GT2Taw+esn7GGLQ1NWhRtzqfvbxZvv0Q+85cBqBO5fL0btuUVvVroqejzfvPHomdYu2Kp1m2rCRMGnmXSCR4+gejq6meap73rJLnZT0jqZPBZ+x/RU5K+9/sPX+D/nOT59c2MdBnzuBuSZ2qAeo6Tebh24+IxWL0dbTYNm04toUtKdVpGBKJhFF9OjF35EDU1VT5+NWLp2/fo6KsjKqKMo1rVkY1C9lqkiFDaf9/k/U/SU3cr997RJPug5L+trUpQudWTenetgWFLVOGYbg8esbiDTsQioQkJAhxefQMgP4dWrJ57oQUy6/YeYgJSzYkm6ahrkbLutX5/iMgMWTn6JYM6x4fn8DqPUdZs+covgFBONavwcKxg7Mk8AHRQmzrtU7KMNS4dnUcG9dN6qibWfYeP0vfsdNTTO/etgXDenfh6et3lLUrQY1SiaFhF24/YOC0xfwIDMahVAmcOremX4cWWWo1P3vzHoNmLEUkhs1bttC+fc73UZKTc8jFXTbIxV1GhIWF4ezszL59+2jTsBYbZ4+XaiAl92/f2XLkDDuPnyc0PJLmdaoxrEe7dMNhIFG2O4+awaU7j6hf1YFihSwICgvn/K37xMTG0aBaRY6vnYdWBhkyAkNCaek0gfdfvlG8kAUv3dyRSCSYFTSkX4eWnL95j5DwCB4d3YpBNuLDZSFkmYl1zw75XtTTIh8IfE6Ku0QiYcPRC3z3D0IsFnPk6h0KFtBjbI+2fP7ui3lBA45fv8+1x6+oU6EUXZvWoXvTOhg17EHjauXp3KgWtcrbYaCbePyfun5i7ModPHH9xMiurahiXxyBQEBwnBg9HS1uPXrOxoOnGNylDetmZuPBkU1x/3+W9T9JTdwv375Pi95Dk74cVixjh9tnDyKjoilTsjhN6tbAsVEdqjuUA2DBuq3MWLaeetUrY2JkQAE9XU5duo6CgoAjq+dS0b5kCgF9+f4Ta/ce4+C5a8QnJCSbN6JnB1ZMGSH1PsTFx3Pw3DUWbd5LYGgYx9cuSBq0S1q++/ljXa8D4wb1YeGkkTIJM3H99Jlz11yYsnh10rR9qxdSu6oDZsYFU9xbEhKEXLrzkDV7j3Hz4XO8bp/ANIv9sQKCQxkycymnrt2hZ8+erF27Fl3dfzOAjxzZoqOjQ5MENRqp5fxI7AAjQz8xf/lSubjLScnt27fp1bMHIcHBrJ42kp6tm6Z7s/QPCuHIxRvsP3uFJ6/fo6ejRd/2LRjStW26mWHEYjG3n7zkwJkrHL10k8joGKzNTQiLjCIkLIIyJYrSuUUDHOvVxLZoIalu2NNWbWXR5r3o62oTEhZBi7rVmT/aiYWb93L6+h0qlbZl6pDeNKxeMUvHJsU+ZFPMckreZSXrORL6IsswiTwu7zkp7vEJCWjV6pT099gebZnQqx36OlpJ06Jj49h26goX7j7lxtPXaGuoExEdw/qJgxnQpnGKa0ooFDFq+VZO337Ej+DQNLctfO+S9Ypn4ff/r8j6n/wp7k9fv+PIucs8ePaKD589GNqrMwvXb+f5xcNYmZlyxeU+XZ0nJqWvHNi1PWXsilPM2grHfsORSMBQX4/AkBCEwt/55C1NC9K2YW3aNalL9fL2yRpXQsMjuHD7QdLgdwKBgLOblmTp3hkWEUnHEdO5++w1M5z7MqZPZ1SkHPhOIpHQf8pC9p6+zM6FU+jRpWOmt58a8fEJjJu3jMu37xMVHYNfQCAAD8/sx9pQGwM93WTXx+sPn5m4dAPX7j/lu8tJjA2zLmsSiYS9py8xct5q9AsYsGfvXurUSX0EWDl5F7m4ywa5uGeDhIQEZs6cyaJFi6hVsSw7F06hkHnqcXjfvP24/uApJ67c5ur9pwgE0LRWFbq1bETLejXSzFYhkUh4+taNo5ducvTiDbx8/ZPNL2xhSpcWDenSomGmRvP7RWh4BEu3H2TptgPUq1KBA8tnJrWsSySSHOkU9C/DZ9LiPyPqaZFHBT6nQ2V8A4NpNmIWOpoa3N6yMN3z++EbN+68cKWAjhYqysr0n7sGgG5N69C0ugMNK5fF8GeGKIlEgk9AMIqKCohEYm4+e8P1x6/Yf/EWAJ7nd2BioJ/58yUT58J/Udb/5Je4h4VHUKx2S1RVVLA0M2HikL4U0NejXqd+AEx2HkA1h7K0Gzga4V+ZsBQUFPh89wJnr90iOCAAAz0dDPR0KGRuSnRsLKeuunDyqgs+/oFoa2rgemEfpgUN+ezpTYkmXQEY068LLepUZ/rqrTx8+Y4pg3sx07lvpu+l8fEJTF+9jVW7j1Dc2oLpQ/vQvkldqQbrE4vF9Bw/l5uPnvP52pHfKSpleG/pNWoKB05dSPpbU0MdazMTCpmbIBKLuXznEUWtzJk/2okOTevJZJse3r70m7yQO09fMXnyZGbNmoVyNpMfyPl35CdxnzdvHteuXePWrVtJ054+fcrYsWN5/vw5enp6dO3alblz56Kqmnh9icViZs+ezbZt2wgJCaFmzZps2LABG5us9fVIC7m4Z5HPnz/TtWsXXrx4wSynrowf2j/ZDTU0PIKbD59z/cEzrj94yqdv31FQUKBquVJ0a9mIDk3rYqivl2b57z97sOfUJY5dusnX775oaagTGZ2Y81hRUZEOTeoypFtbalQoLRO59vUPxNiwQKYzDmQVWQtaWhKf58Ne4N+IemrkMXn/V/Ht1x+/otmIWYzp3ppFw/tItY7jqDlcfvgi2bSODWuyf97YpL/9gkKo3nc83/2DUFJURFdLA1PDAgxo05ghHZolXaeZOoekODf+68L+i1/i/qtDatumDTi6aTnAz1FS52JpasKxC1cRi8U0qVODIT07MXP5egKCQ/H1D2BEv+4snz4u3WtDLBazdu8xxi5aB0CbhrVwrF+TScs2EpDGV5d9y2bQpUXDVOdlxCs3dyYt28jVe08oUdiKSU496NKiIcoZdLpftGUfs9ftwOfO6dSTI2TzviORSAgJC8fD/SPfvP3w8PHD47sv33z8CI+MpkerxvRs3TTDekrLr/uDSCRi2b5TzNpyAAcHBw4cOEjRojJKvSonR8kv4r5q1SrGjBlD7dq1k8Q9MDCQkiVL0qFDB8aNG4e7uzu9evWiV69eLFu2DIDZs2ezYcMGdu7cibm5ORMmTODLly+8e/cuSyNzp4Vc3DOJRCJh3759DB0yhIL6OuydPYoq1aslzXN58orNh05x4upthEIRNlbmNKxeiQbVHKhbpUKG2WUioqKZuWY76/YdR19Hm3aNa9O0VlWmrdqCu6c3gzq3ZvyAbpgbS5ctJq/zLzsjZoX/K1FPizwi8KmdC9/9AxkwZy3u331pWLksm6YMy3y5YjF3X7py+OodXJ6/w9zIgBtPX6OrpUHAtf1SlxEYGo63fxB7L9wkKiaOKf06Usi0IJAYMtN71irO333CxslD+ebrT/dmdbE0Tj2uV+rzKoNz5V9Lu0RNuuxYfyKIjciBmqREITYcb78fFKvdEmNDA7q2bs6CiSnjy6/fe4T7V08GdmvPss27k+K2BQIB4e8fIIwMZeLSDZQobEXp4kXpM2k+ZgUNsS9eBDsba4z09bjo8pDCFqYoKipw5d4Tnr5xA6CIpRlfvHxSbLNlveqc2rAoW/v3+LUrCzfv5eyNexS2MGX+aCc6NqufZsNNpXb98QsM5uK25dgXL5J+4Xm430xaz4jHbz/Sc+ZKAkIj2LBxIz17Zj5jjpx/S14Xd29vbwYMGMCdO3ewtLTE2Ng4SdxPnTpF27ZtCQ8PR1s78T44ZswYrl69yps3b4iPj8fQ0JAlS5YwePBgAEJDQzEzM2PHjh106ZKFVK9pILs8ef8BIiMjGTx4EPv3H6BH87qsHuuEtmbiMNXePwLoOGI6j1+7UqKwFYvGDqFNo1pYm5tKVbZEIuH45VuMWbiW0IhI5o92YmSvjggEArqOmcl3vwAeH9squ0Fd8ggKugZ5St7/E6L+N+o6uSbvCQlCPn37zrs3b3j/1YvKpYrTuGri8Otx8QkMnLuO2y/eIhKJ0dXSlLrc6Ng4Ttx8wDNXd07deoh3QBCFTIxo7GBHQFgk9oXNaVW9QqbCrQwUwcBUj6X926aYt+LAKU7cvM/eOWPo0CDjTFK/zvnsnG85Je1ZkfPMlJeTIr/lwHHUVVV5dfkYOtpaqS7ToEYVGtSoAkD1iuWSpi+fPg51NTWevP7GlsNngMTWdB//QOITEpBIJBy5eIPomFiKWplz7tZ9omNiaVi9ItvmT0JFSZkbP7PQ/C3vw7pnPxtK5TJ2nFy/kFdu7sxet4NuY2dz5OIN1s0Yg0kqo59uWzCZXuPnUrnDQA6tnEWrBulklfl1/WfmXpWL0g5Q2b44T/YsZ9TyrfTq1YvLly+xadNmtLRS/93lyMmI58+fo6+vz+vXr5kzZw4eHh5J8wwMEq+xjRs3MnbsWLy8vLhw4QK1aiVeVy9fviQiIoL69esnraOnp0eFChVwcXGRqbjLW9yl5PXr13Ts0AEf7++smzCIbk0TO8Yo6Brw9K0bbYdORklJkS1zJ9KwesVMh6/0nTSfvacv06pBTVZOHkEhcxM8vH3pPnYOz965cWTVnPRvvPmY3Bb3/6Ss/80/FnexWMyKnYeZtXZ70rDxKspKGBfQw+34Rg5ecmHutkN88wvAxECf+IQE3h/bmKwjaWpIJBKOXrvH5HW7+e4fRGETQxpXKk2nupWpYlskx0LBqg+bQ1BEFFeWTqBI8bTTo6ZGaudfRFQ0M1dvw87OlgFdU5e+/CLuf5OT4t7LaSi+/oFcP7RN6nVCwsKJi4vH5GfWk7iwQJxnr2DniQusmjKC209ecuH2Q85vXUqdSuUIj4xCW1ODmNg4Tly5zaZDp3n06h2VytjSu00zdLQ0sDQ1RlNdjZfvP/HC9SMznPtJlWUsMxy/fAvnOStIEAoZ2KkVQ7q2xcrMONkysXFxdB41k6dv3Xh3fi96Ojn728qSzDwX9l+8hfOSzZhbWHLs+HFKly6dgzWTk1Vyo8Vdo4BeiixEX758yXDdPn364OHhkSzGffLkyaxYsQKRSIRIJKJu3bpcvHgRNTU1Tpw4Qfv27YmOjkZdXT1pnU6dOhEdHc25c+dktl9ycc8AiUTC1q1bGTlyBMUtzTgwfyzFrcyTHrbHL9+iz6T5lC5elBPr5qfa8pERbz5+pnzrvqyeNjKpZebl+09UbNefggb6nFi3gKrlEofujo2L46PHd8IiIgmPjKaCXbEsp9kCpBfMHBa7fy3vcln/i38o7kEhYfQdP4sL954xvHNLWtWugl0RSz55+lB30BQsChrw3T8IgUDAr9vTxklD6N+mcbJyIqNjuPzwBfZFC1GikDk3Xe4xbccJnrh9oWW1ciwa2JGi5sapVUGmSCQSbrxwpf+S7dQuW5I9k52SzZemn8Wf5+PHr17YNe8OgIqyMhFuDwmPjGL49AVcv/eIwpYWDOnZidaN66FlJPsRgX+RUwKfk+LevGM3tDQ0OLZ5RdYL+XktCIVClJSUiIuPx3HQRJ68ec/ZzUuo6VAmxSr3nr9h2KxlvP/iiUiUmIXm5IaFmR4tO7MEhoSycPM+dp24QHhkFJo/kxxoaajTqXkDhnRtg4a6GqWa96B322asnjYqR+sjK7LyPPjwzZtuU5fx6bsva9asZcCAAfIRV/MYOjo6tJdo0Erz3ww82N3fDXV92Yh7aGgo/fv3p1ChQvTo0YMvX74wevRoGjZsyM6dO9m3bx89e/ZEJBIlayDq1asXPj4+XLt2TWb7JQ+VSYeIiAicnJw4dOgQA9s2ZtnIfqirqaKga4BEImHh5r3MWL2Nzs0bsG3+pN899zPJw5fvAOjcvEHStF8/vLamBk/evGf3yQs8fePGm09fkqUnU1dTxf/BudS3LUuR/LssGYveL3H5V6NmypT8LOz/mAf37tNt6jKiYmI5vWIazao7JM0z1NOhWumShEdHExUbR0h4JA0rl6Vvq0Y0r+HA3Zeu7DxzjRY1K3Hh3lOO37hPVEwsKspKNChvx8XHr3Eobs3FxWOpW872n+zPndcfaDx+adLfR289JjQiipl92uIdGIKZgR4VS/xePi2J/3XeJ6hrM2xOYodKQ31d7h3ahKKiIq6fPnPozCXqVa+MkqIifcdOR0lJieqVHKhToypisZiY2DgcypamdvXKGBtlvw/ML8GWpcDndLx7yaKFOX/dRSYZsZSUEh+PqioqnFg3n1ZDJtG0/xj2LZ1Bm0a1ky1bo0JpXp7ZjUQiISY2jh7j59B7wjxu7l2bYvTQ/WeuMH7JetZOH037JnWzVUdDfT2WT3Jm9vB+nLzqQnBYOBIJePsHsOfkJdbsOUrjmpWxKWTBxoOnGNDJMU+HW2bn/l+ikDl3ty1i3OodODk5cePGDbZs2ZIUjyznv8nUqVNlkg5y4sSJhIaGcvz4cQAqVKiAvr4+DRs2ZNSoUUmt7HFxccla3GNjY9HUlD7MUxrk4p4G79+/p23bNnh7ebF37hg6N0oMU1HQNUAkEjFoxlJ2nbjADOe+TB/aJ+kh8dnTm1uPXtCzdZMM8+7+CAxmzrqdbDt2Dhsrc9T+6HVc3NoiqbzRC9YkTbcyNaZUscI8fetGQHAoCgoKhCaAuv4/lsdfspoDAi9LeZe3rOcMkVHRePn5Ex4Zjb6ONgZ6OujrahMYEsb6/Se48fAZFsZGlLcrzvgB3RAIBHz7+IF6g6ZSqqgVt7YsTNFxUyAQ4Ny5JcMWb0RDTZU9K6fz0dOb7tOWJVtu74WbFDY1YmzHJnSoU4ndl++y8thlxnRsyrz+7bMkbFk55xR0DTDSSy4F3RpUw+X1B2oOn5c0bZFTJ0a2T/xaIAoLSlPe3b186T5jAu/cPQBo07A2L99/osPwqbz5mNhCVLmcPfMnjMDDy5tLt+5x6e5j1m3bhbqaGkqKiqzYkDhKZ3GbItSrUY1RQwZQ1Drzo2/+iawE/l90Um3TqhXrdh3k6LkrdHJsIrNytTQ1uLhtGd3GzKbb2NkEPb6QamOJQCBAQ12NnQun0KjPKBr3Hc2VnSuTyfulOw/xDwqh86gZdGhaj9VTR2Yrx/mv+vVs0zTZtLkjB3D04k02Hz5NeGQUFUoVRyzOmx/YZXXPV1dTZf3EIdSuYM+QhRup/PIFJ06cxNb237zIy/n/5e7duzg6OiabVrVqVQA+fvxIoUKJ91kfH59kWY58fHwoW7asTOsiF/dUOHr0KP369sXCqAD3dyyhpLVFkgCKRCIGTlvMvjNX2L14Gt1bNSYuPp7T1+6w9ehZbj58DkCTWpWxMCmYouyIqGjuv3jLrUfP2XTwFIqKCiwaN5ih3domDY0eHBqO4+CJSeuYGBagaCELBMCbj1948uY9FUqXold7R1o3qYe6Wuo54PMrf8q2tDf0HGtNh/9/UZfi5euF60cWbNqD+7fvePn5ExoemWIZgUCAgoICaqoqNKtdlWfvPnD00k0M1JT4ERyKm8d3hCIRfoEhmBslF5UEoZDxq3ay4dgFOjSowboJg/juH0SfWatoW68aLWtVQkdTg/IWBnj+CEoWrz6vfwdGtm+Coa6W1NIuC1EQhwVRXFeV8EMLuff+K/FCEXXtixKr2o2nH75S3NKESoNnce/tJwQCuPToDb2a1KRm6WKIxBLufvxOxVLFsCtsCcDi3cd48f4TSycO4+kbN7YdPcu2o2epX9WBwxuWUr1iOUyMEl92rC3NGdyzE4N7dkoW6+7j9wOXB4+49/AJZy9fY/v+wwzq3Z0po50xMszeNZIdgf9XmWVqV69Cq0Z1GT9/OUGhoRQtZEndqpWkHrwISLOztqqKCrUrleXKvceoqaaf2k1XW4vLO1bSpN9oGvcdzZTBPaldqRzl7YpjYVIQK1NjFo4dzMj5q7Br3oMFYwYxsJOjTPtgqKmq0rNN0xRCn9fIia+snRvVomyxwnSavITKlSqxc9cuOnToIPPtyPnvYGlpyevXr5NNe/PmDQDFihXD1tYWHR0dbt26lSTuoaGhPH/+HGdnZ5nWRR7j/gcJCQlMnDiRlStX0rFhTTZPGYqWhnoyKVy0ZR/TVm5h8fghlC5RlCt3H7P31GWCQsMoW9KGV27uVLQvycOjW1KUf+3+U3qOn0NAcCgFdHXo0aoxU4f0Thrw6BftnKdw5vpdlkwYSnfHxomtMXlZHvNIOkGZkJePc06Rzu8XExvHnPU7WbHzMMWtLahbuTwWpgWxNCmIhUlBdLW1CAmPIDg0jKDQcMRiCR2b1qOAng6jF6xm7d7Ez4r6OloUszSjmJUZ1UqXYGDbJkmS7R8cStepS3nw+gMrxwzAqV0THr75QOux87A2Neb86hkUUBCmWUdpyI0O0Aq6BvRdvJVDNx6hoCBItbVz9qBuTO6bOLLlh2/elO06gqbVKrBuzkQu331EjQplfo+CnMa5mVYn1ejoGNZt38WSNRuRSKBHx7Y0qV8Hk4JGKCkroautg6mxUZbyC2dG3v+VtP/i6zcvOvUZyLtPXxAKhTSpU4MTW1aimoFsJyONa+LX/b9to9rMcO6bYdhJSFgEPcbP4ebD58QnJNC+SV1+BAbj6u7BjwdnCQ4NZ/LyTew4fp7KZezYMGss5WyLZWZ38zWyvC7bjJ3PhXtPKWRiRHh0DJfWzKKYlRlO89dz7Po9xowZw+LFi5NCoOT8e3Ijxn3esqwNwPR3jPuVK1do2rQpU6dOpU+fPnz79o2hQ4dStGhRzp8/DySG5WzevJkdO3ZgbW3N+PHj8fDw4M2bN/I87jmBv78/HTt24P79+ywe3hvnTi0TWxD/asm9/uAZzQeOS+qAVEBXB5tCFkwb2ptdJy5w/cEzHh/bSlEr86R1RCIR8zftYe76XTSo5sCqqSMpUdgqSVxiYuO48+wVZUvYoKGuhn7FxBaSU9vX0LJB8ljKPEl+Fvf/oqj/TRq/381HzxkyYymevv5MG9qbcf26St1yKQ4LQigU4RsUgpGeTooWyujYOBbsPMrz9+48fe+OqrIyhxaMp0Y5OwAq9RrDq49feb5lDraFst4BM7czFvmGhHPn3RcqlCnFtx+B3Hjxnrdfv5MgFHH7lRtfDizDxMqaYzfuM2PjPgLDwmlazQENbW1mj+iPpekfnWszKe6/CAwKZtn6LZw4ewEPr+/J5pmZGHPn/HEszbN2jKUR+H8t7pCY010oFHLlzgM6DR5H/RqVObJhGWrS9kNK45oQCoXsP3uVeRt28fW7L0O6tmHpxGGoqaZfbkKCkMMXrjNlxWZi4+I5tGo29av+7t9x99lrhs1ajttXT8b07cxM574ZlpnfkfW12XrMPC7ef8aILo6cdXmMbWFLxvVsS2xcPPdevWfxnuNUr16do0ePUbBgyq/hcnKe/CzuABcuXGDOnDm8e/cOAwMD2rVrx9y5c5Ni2EUiEVOmTGHnzp3ExMRQu3Zt1q9fj7W1tYz2KBG5uAMvXrygdStH4qKjObxgHDXK2aUbenHqqgvXHzwlOCyCwxeuJ5t3fO18Wjf8nbbRPyiEXhPmcv3BM2YM68uUwT2TRlj97ufP9FVbOX7lNtExsXRzbMRLt894fPdhx7I5dGiRPItGnia/yHsuinpagvVrxMdc46/fLiQsgknLNrL92DlqOpRh05zxlCwifZy0NA/kzccvMXzpZlrWqkTZ4oUZ0Lox5gV/hqOFBTFg6Xb2X3uAmooyAafWoSTFMO+Z2X5qxIeEZmp5lXRGPk6PGFUt+i7exqXHr3mwfgZtpq3me0Aw2hrqRETHYKSvQ0BIOHUd7Lm2b0PyldM5fzMSeIlEwldPL8LCI4iPjyckNIxhE6ZibmrKlWP7pZfafMCf19QVl/u0GziaKuVL49ynK66fvlC8sBV1qlaiYFqx5RnczxIShGw6dIpJyzZhV7QQR9bMpbBFxi8/MbFxxMbFpzoQX3x8Ast2HGTeht0UtjBly7yJ1Kjw/5vWUNbi/uGbN5V7jaFB5bI0q+7AsMWbkuZpqqux0LkXc7cfQV1Ti1Onz1C+fHmZbl9OxuQncc/L/OfF/dChQ/Tr2xdba3OOLp6U1GEuNXEPDg1n5pptbD16Nllml18M7OTIxtnjgZ/5pC/eYPTCtUgkEvYunUGDag5J89btO87UlVvQ1tSgS4uGrN59BEjMinB083JsbTIY6S6vkdfFPQ8K+y/ykrifuHKLEXNXER0bx6JxgxnQMfNxtxk9kNcePsu4VTtpX786B+aPS5r+92BIM3acYO/Ve3w9uDzb20yNzIq6tKQn9C++eDNi6wlcvX7QukYFPn3349uPIM4tHIPTsh28+fodfR0txGIxxxZPpo6DfeqNCFlsff+bR89e0LBdV6wszNm0bCG1qlXO1Pp5mT+vq7tPXtC633DCIiLR09EmNDzxK4BdsSK0adqA3h1aUbSQZfICpLinvXz/iU4jp6OkqMiDI5vRTWPQp8zg6u7BwGmLefzaldMbF9G8TrVsl5kXyYmvYRfvP6P9+IU41q5M4yrlqFK6BGoqKgxesJ4XH75wYtkUJq7ZxXsPb3bu2kXnzp1lXgc5aSMXd9nwnxV3kUjE1KlTWbx4MV2b1GbT5KFJWQJSe1B++OpJS6fxBIWG06NVY45dvoV/UAiVSttiW7QQp67d4dHRLRy/chsFgYA7T19x0eUh7RrXYfXUkUm51sViMeMWrWPN3mM492jPnImj0dbS5OKtu8TGxtGoVjW0MzFCZJ4hL4p7LofBSCNRuS7tP/H99oXhc1dy6todWjWoydrpozE3zlpKwfQeyAEhYRRpPZC+jg1YNXZg0kvBn9IuFos5de85Sw6ex1hfl9PzR2V6O6mRU6KeHir6ekgkEkKjYjh67xVjd5ympIUxmmrKPPnkRWXbIszt247aZUvy/psP07Yfw9xQn2lDemH6R2twZuT9F9JKvOuHTwweO5mHT5+zct5Mhg3onal9zKv8fW0Fh4YRExuLuYkxPj/8uf3wKdfvPuLEpeuER0TSpVVTZowaQvFfX5ekvKe5f/tOxXb9Gd23MzOd+8mk7iKRiKodnRCJxcwa3o9mtauhrPz/F5udE/J+7Po9hizcQHyCkEl9OjCxd3uiY+Ow6ziMZtUdmDOkO+NW7eDwlTtMmjSJefPmJX0Fl5Oz6Ojo0FVdhw4Fcn58DYA2H18yd6lc3P8viIyMpFu3rpw/f4EFw3oyulvrZNko/n5IPnz5jtZDJgFQrXwpLt15lKLFvYZDGT5+9SQyOgZVFWV0tbRYNXUEjvVrJltu4tKNrNh5iLVzJjO4Z6cc2sNcIC+Jez4Q9l/ktrhLJBJ2HD7JhPkrUFVRZs20UbRvUjdbObDTexgv3HmURbuO8eXMVgx0dVK0sgMcuvGIvou3oqelwdx+7RnQoo5UZadGbsj6n3zyC2LwzrM89/BNmtaxRjmO33/FuLb1mNklMWVhamKeWtrIrAj8n6R1borFYoZPms6BY6d55XIZKwvzVJfLb0hzfUXHxLD/5Hlmr9yEX0AglmYm1K9emZ7tHalTtrhU10K5Vr2pWs6eTXPGy6LaANx+/JLxi9fx3PUjBQ30Gdy1DSN6dshXo59KQ07Ie0h4JEv3nmD5vlNIJBJa1alCQX1dtp26AkDlUsVwsLVh0/FLODq25MCBgzLPtS0nJXJxlw3/OXH39vamZcsWuH/8yL65Y2heo2Ky+X8/GCOioinZtBvmBQ3xDQgiJi4OTXV1vH8EpCi7a8uGLBk/FGPDAiQIhUnpHT19fnD32SuuP3jG7pMXWT59HCP798i5ncwNclvc80gn08yGKuSmuLt7eDJ48lxuPXhC7w6tWDrWiQJ62T+O6T2I7ToOpUZZW7ZOG56qtANUHzaHAjpanFv4+2abmYd7VmU9JigsS+v9Qt3gd3aoL/7BrLn8iN13XyZbRk9DDU1VFca0rUf/hlVQVvrd0pcteYdsXwOhYeHYN2xHaHgEPdq1YMHEkRTQ+71PmT238wKZub6iomO4ce8RLo+fc/bqTdw9vDDQ00VPRwstDXUKGuhToVQJ5ozon9RCKxKJ2H7sHENnLefgill0bFZf5vvw+sNnth89y/Zj51BRVqZV/ZqULlGEsiWLUadSuXzfEp9THcgX7z7O5QfPufvSFQD7ooWYPagboZFRrD54htefPKhVvhTP3T5TvGRJzp49h7n5/8cLa15FLu6y4T8l7i9evKBli+YIREJOLZ9C2WKFk83/+4EYFR1D++FTuf/iLRbGRnz08OLl6V04z1nB3WevaVqrCs3rVMPYsABisZiA4FBuPX6By5OXBIaEoautRY9WjVm//wQAJYpY07O9IxOH9svRoZhzpcU3N8Q9j8g6ZF1qckvcX75zo2a73sTGxWFfwobbR3ei+2dL3h+/Z3hkFEqKimioSzdeQHoPYps2TnRvVpcZXVIOjvPZ+wcHrj9kwf6zFLcw4dX2eTkm7NmV9PRYdeMpS649Tjata7XSDK5fkTJWJsmmpxYP/69a31PDPzCYnUdOsXTTTgoaFuDN1RMZhhHkdaHPyjUmkUi48/g5Lo+eERkWQmRUDN7+AZy9cY8Dy2fSqXkDQsMjqNPdmXfuX+nm2Ijdi6fl6H3dLyCI1XuOcvvxS95++kJ0TCxmBQ2ZNbwf/Tq0zLHt/gtkLe9BYeGYNumNproacfEJ/NIcFWUlbAtbYlfEEi11NU7efEhIRCSqKspoaety/sIFeafVHEQu7rIhf7+qZ4KzZ8/SpXNnSlqbc3Lp5GTxo38jEokIj4xm6KxlPHj5jlMbFtK472gAyrXuAyQONmNtbsrrD5+5sv0gnr4/UFZWonIZO5w6t2bh5r2ERUSy/dh5lk4bS892LTEsoC/TfZLFA1OspiMbeUxj0BKZkodEHbJ//HOztd3MuCBDe3fG09uXk5dusGzLbrQ1NVmycQeaGuoM6Nqe6SMH8fD5a2q260XrBrU4vm5+huVm9ADWUFMlMiw0xXQv/2AqDp6FipISvRrXYEDd8lI9zPOKrP/JrU9eAFgX0KFOMUsG1SyHbXGrVJeNDwlNIe+/9vtPMU9txFVxWFBKef91DWbhWhk7dxl3Hz/HwtSYyc4DmLhgJUOmzGPxlNHo66ZdXmrncV6X+YwQCATUruJA7SoOye5rzQeOY/rqbTSsXglVFWU0NRKHNtfR1EQikeSouJsYGbBw7GAgMbTplZs7q3YdwWn6Ety+erJgtFO+zVEu6xGzH775AMCTPSvQ1dJg74WbzN9+GNvCVpQqYoXLi7d8/u5HXQd7zIwMePDGDU9f/5/pIo/SsmX+fhGS8/9N/rzKM8nWrVsZPHgwjrUqsXv2aDT+SHsWGxfP/ddu3HzziYjIKC66POTr98R4VFUVFbbMnUD9qg6M6deFFTsOMaRrG1rUq8HM1dvYdOgURa3MadOwFg2qV6JOpbJoaWoAMHP8SIJDw1BXU0uaJgty4oEoM3nPCfKQrOd3GfmTgoYFWDIlsRVi4IRZLFy3DYDBPTqSIBQye+VGLE2NuXz7PgCnr9/J9jZFYUFoKCsSExufYt6hmw8RCAS8Xz8RPU31DMuSVthlLeuxQeGoGaR/Hhwf2JqYBCFaf+Su/7Mef4bUwO99SU3gpZF3SKX1/c+XaCmvoSNnL+PrH8CHLx5oaWqwbu4UJi9ezdlrtzixZRXVHKQftlua+0m+uZ7+aJRYM20UNboMocOIaVzctoy7Bzew6eApRs5fjaaGOovHD/knVVJQUKC8XXF2L5lGxdIlGbNwLRsPnKRRjUosm+hMEcusj33w/8A338RQ1m2nrjDLqStjurdBX1uLQQvW06yGA7cGL8C+szO3nr0F4PuFnbz65EGXKUto1aoVW7ZsYcCAAbm5C3LkpMn/tbhLJBJmzZrFnDlz0NZQY//cMUmjVwWEhDFx7S6OX79PTFw8xoYFMNLXpVp5ewAaVKvI7BH9E0ctBZaMH8qS8UOTyrYvVpiA4FDK2RZL3sry8yGpCBgZpN2qnxn+xQMuT8h7HpL0X+QbucgGW5fMYsKQvkRFx1CuVEkkEgmxcfEMnjIXRYXEMIkUqfKyiIaaKpGxsQCIRGIWHzzP1WdvefHpG21qOshM2jMr7LFB0p/70iyrBJDGSJ1pSXxqAv+3mP/ZL+BPiU9T4CH1L2GpXGtbl8yidf8RREZF8+TVW3atmEfrJvVo1Xc4Y+cu497JPTJtUc7M/SbXQ9F+yrtNIQuOr5tP476jae88lcOr5jC0ezuEIhFjFq7F3NiQEb06ymabUjK8ZwdqOpTh5qPnrN17jCodB/Lg8GZsCln803pkF1m2ug9q14SomFhmbz3IpQfP2Dd3LL1b1sc7IIg5Ww/x1duPsMjopOWfuX2mWXUHvM7txHnJJgYOHIi3tzczZszI0a8ocuRkhf/bGHehUMjQoUPZunVr0rRt04bTs0U9jly7y+jl2xCLxYzt0ZbmTepjX6xI9i9QGYvnv5ZGmTzkMhMuk8dEPTckPddfltLg3LXbtBkwkj4dW6Onq8OZKzf5ePlAhuul9+AVhQXRec564uITODVvFNefvaPllJW0qelAFdsi9Kxmh75W+l+nZCntmZF1WZBeS/3frfC/+LsVXtr497SWzYhn7z5QpcNAAMqWtOHB4c3cevKC5gPGUcTSjN5tmzFxxJB8G5KRLf64t12994SOI6ZhZ1OYM5sWYaivx4SlG1i58zBXd62ibuXciZMOCYugeudBKCspce/wJrRl+LX3XyIrgX/j/o1uU5eioabKw13LEAgEzN56kJX7T7Nq7EAGL9yAkZ4O6ycNplXtKkBig9+iXceYufkATk5ObNiwQZ4uUkbIY9xlw//l3TcuLo7OnTtx7uw5ypcowosPX6hR1pYq9iVoP2Eh5+48oUODGqwaOwCTwkVls1EZSmi+buXNYzKeFvn6GOcwQqGQxRt3ANChRWMWrt9GefuSMim7oK4Ozz5+JUEoZMPp6xSzMObAtMEIBIIMH9YZSbs0wv6vZT29bf8p8tK2wqcV/w4pBf7P4ymtxDuUKsGrM7sp26o3r9zc2X3qIgM7teL2/vXsOHaOmWu2U9zaMv3sKfnkHpAdGtWoxPU9a3AcNIHyrfsye0R/5o9y4tjFm1y4/SDXxF1fV5t9y2dSpcNAFm7ey/zRTvmyxVhWre+lbQqxZGRfWo+Zx6oDZ6hQsiievgFEx8ZRzNKUMyum0XLUHDpMWETcgxMIBAIEAgGT+3bE1FCfIYs24u//g0OHDqOq+v8zsnBuoqKhgobBP3qhzIfnvjT834l7dHQ0bVq3xsXlNsYGegSGhtPHsQHxCUIq9x6DrpYmRxdPonWdKrLZoFzY8xXyY5wxY+cu4/GLNwBoaWrg5v6VRrVkM3qjqYEeHn6BNBy3hOcfv7FtfD+ppD0jMpL2rAh7rIzi49XSaE3/s06pSbw0Ag8Zh9GktXxalCpWmLBnl3n4ypVq5UoBUKNCaWpUKM21+0/ZffIi7ZvUTXtEXSlDc/I7DqVK8PDIFqas2IzT9CWs3n0UJSVF3D5/y3KZ6YY8ZUBcfDxX7j5mxc7DKCkqsmTrfty+fOPEugVZrk9u8usYZPfe0KRqeeo62DNx7S4A1FRV2DR5KNXL2hIWGY2JgT5+QSEUbNSDsMhoJvRuz7whPejj2BAjfV26TFlKK0dHTp46hYZG/vyCIef/i8yNZZ7HiYiIoGmTJty6dYuEBCE+AcF4/Qhk19nrvPjwhan9O/Hq4Jokac/KzTEZMnoYidV05EKZw+TVY5zX6uTu4cn63YdYPCVxRN97T15gbFiAoOCQbJX7Syprly1BSGQ0P4LDub5iIp3rSfcCnV5ruyykPTYoLMU/WSFN2bFB4SnqGRMUlmLf4kNCUxwLcVhQCrkRhQWlmSf/1/LpCZGmhjoNqjmkSAHav0NLLt99TPexs7n9+CVx8Sk7GqdKTPjvf/9HWJkZs2/ZDB4e3YJhAT1+BIUwqEubLJX15++R0e/zNwkJQqp0GEjbYVPw/hGAUJQ4QOCbD5+zVJdso64js+djdp/TCgoKXFk/l7Bbh3h7ZB1uxzbSr3UjBAIBetqafDm9lUMLJmBmlLidoNBwYuPiuf3sLVXsSzC9f2du3bpFs6ZNiYiIkMUuyZGTLf5vWtxDQ0Np2qQJL1++QElRgQShkB7N6tK2XjWqli6BkX7yVq+8IO15Tdr+X5EfZ+m5fPs+yspKdGvTnMmLV6OlqUGRQpa4un+RSfk17Iuxb+pgGlSwQy+DePZf5KS0y1LQowNjkv5fwzD9TrZ/bvfPFvnUWuGlaYGH9MNoIPVY+LTkMK3744LNe5BIJBy9dJOjl26iqKhAnUrl2bNkGiZGUt5Ts5DxJtfJ4IWjon1Jru1aRXxCQtLAe7IgIdifzScu4xEURkxMHAoKAtTUVLEwNsLStCBmBY0ICg3n8p2HvHP34MaeNUTHxtHSaTzOPdqzbt9xXN09sC1a6N+EzPz9e/76O5svbLJofVdXU6W4VcoBlpSUFGlXvxquXz1Zuf80SoqK2LRxwj/k9zWqpa7G40ePaNSwIZcuX0ZPTy/L9ZAjJ7v8X4h7WFgY9erWxdX1HfEJQnS1NNg3dyyOtSununxuS7tcJP8N8uOceU5dvkHNShV49/ELCQlCalWuQGxcHLNXbiQ+PgEVFeVslS8QCGhfO/loxVl9GKcn7bIU9j+FPLvrpCb0v+ryd0jNr334W+Dht8RLK/CQdix8aqT1mywb2Y9Ry393+DfQ1ebGw2fYNOrM5D4dGNHFEU11NenvsflR4tNAIBBkWdrTOt7Xn7xm1PKt2FiaoqWuTlBEJF6+/ggEAv7MK6GirMzovp2pXakcnz29AQgOSzy2ZRx7UaVsKW7uWYN/cAgWJgWzVMcMSe/3k6HA59RIq8pKSkREx7D5xCWMC+hRxNyYaQO64FCyKLvP3UAoErHn/E0a1K/PjZs30dVNPQROjpycJt+L+6/wmI8f3KjjYE/3pnVpWq0CBXS1U11eLu3//+S3Y5wnUnECbz+4c/P+Y/auXsCZKzfQ19Vh457DhIZHEB0Ty5O3btSoUPqf1imt1vasSrs0wp4VUZeWv8v+U+QzaoVPLw7+z+OUXhw8ZE7g/2Zox+ZYGBtw9eFLtp66gqaaGirKUcTGxTNry0FWHzzDLKdu9G3VENW/XvIyvPf+LXX5XOSlJS0RvfPiHWNWbqeQiREznbry1fsHD998wMvXP5m062pr4XphX1LqYmtzE9RUVTA2LECvNk1x9/Tm/vM3aJRtAEApm8JMdOpON8fGstmBzPxOMhB4WcW+/834nm2p62BPYGg4LWpWSpoen5DAiv2nkv5++/YNzZo25crVq2hpacm0DnLkSEO+Fvfo6GhatmyB69s3XNswl4p2xXJ2g9l4kOQ3mcyP5NdjnBekHWDtzv2YGRvRon5thkyZh46WJlsPHkdPJ/El2NX96z8X98ySVWnPjqzHhsSmOU9NXy3NeX9u9++W+NRa4aUReMhaGA1IL/KtalehVe0q9HFswPJ9p/jq8wNITKMXHB7JiGVb2HfxFrc2L0BJ6XcavVRHek2PbIwCKzNyKSY/PCqaFqPmoK+tSXRsHD2nr8BAVztp8EBLY0NMjQvy+LUrYRGRvHj/iaa1EvuLRMXEoqSoiJ62FksnDEMoFHLtwTMuuTxETVWF5+8+0mvCPL5+92V8/25Z+4qW3d9ERgIvS3lXUFCgin2JpL9FIhHzdxzl9O1HaGmoERmdeJ23qVOViw+e07JlCy5cuCjvsCrnn5NvxT0uLo42rVvz7MkTzq+akaG052ZLe34VyvxCfj2+eUXYAa7eecDeE+eYMXIwXr5+REZFExkVTYcWjdi3eiGvX76gZJFCuV3NdMmKtEsr7OnJeVbW+1vo04qPzymBh7RDaf4mLaF3sLXhwPxx1K9Uhs0nLvHq49fE7Skp8fjdR9YfPc/Irq2SrZOlrCm5EU7zD4U9tRbk649fERsXj29cPNamBTm9fBrVy9oikUiYsOkQq3cf4dLOVRSxMCM6NhZd7d8tv0/euBEZHcPTt24AKCkp0bRWlSSx//DVk1LNezBzzXbcv31n+4LJaWcISg1Z/gZ/lpWFY55Tre8AQpGYLScu4R8SRl/HhoRGRuHm8R0DPW3OLJ9Ki1FzaNumDWfOnpWniswEShpKGTZoyIr/02yQ+VPcRSIR3bp1484dF04vn0r1srbpLi+X9v9P8vOxzUvSfvbabToPHUf96pUZ1b8HNx48Tpo3xXkgSkpKVChVIp0SMkZR1yBNMczJuFVIXdrTE/asSnpm+HMb0kh8amE02RF4kF6i0/rdftG3ngN96zlg03083oEhKCkqEC+E8at34tS2CepqKaUmy2kP05K7rNyj81iGmz+PxcX7zwAoYm7Mo93L0dXSBEBRz5DQ8Ai0NTXQUFNFWVkJXeXk4Rr1q1YA4OyNeyzeug/ln4NlhYZHYmJYgIbVK9G7bTNcnrxk7+nLANLLe06+OGWjFT4n7iGqKspc2TCXps4z2X3+BmVsrGlUpRxt61alRjk7Ti6bQuux8+nevTuHDx+WD9Ik55+R78RdIpHg7OzMqVOnOLpoIvUqlkl3+fwo7TExsZy7cp33Hz+xedd+dHW0uHriIOamJlmuS2BQMFdv36GKQ3kszUwRCAT5dvRDubDLjhMXr9Ft+CRaNqjN/jWLUFVV4c6j5wAoKipy4cYdytgWz+VaZkxare1/S7ushD06KDrjhX6S0WAj0kh8eq3wmc1EA2m3wkPW75nnF46h0pBZDG5VnxVHLwFw8YYL7Zo3SnOd7OQtT0Yek/DsEBIWwa6z1wFwatcUXS3NZMdn4djB3Hz4nPbOU7m1bx0JQmGyFveg0DCWTBjK2r3HWL79EAlCIQB6Olp4+fon21aHpvXYe/oy3Rwb06hGJfIE6jp5Rt7tClvyZM8KLt5/isuLd5y69ZA1h85Sq7wds5y6sX/uWDpOWszw4cNZv359vhzsSk7+I9+Z29y5c9m0aRObpwxLM2sM5D1hl0gk7DxwhH1HT6ClocHh7RtR/5kjWSwW43L/EYdOnsHL24e7j54QE/P7YR4QFIRWFoau/vTlKzdc7nH5pguXrt9C+PMGDlChjD0Pr5zJwt7lHvlZ2CHvSbuHlze9Rk2lXdMG7Fk1P+lF7ub9R0Dil62F67cxcWg/ZPE4Sq/VPTNIM0IqSC/tGQl7ZiQ9M+unJvRpSbw0Ap84LeNMNJB2KzxkXeRLWJni3LYhm87c4OqyCSw6cA6H4tYZpqT8tc1s37P/Tzh59XbS//fp2h4FXb1k8wsa6HNyw0JqdRuKToXEDqZb502kiKU56moqrNp1hCMXb+B6YT/FC1smW3fJ1v1MWbEZXW0tilqa4fLkJQA3Hz3PO+IOWW59z4nQGWMDPfo4NqSPY0PEYjHn7z5l/o4jNBgyjS6Na7NgaE8mrduImZkZ06ZNk9l25eQu8+bN49q1a9y6dStp2tmzZ5kzZw7v37/H0NCQjh07MmfOHNTVE+/LYrGY2bNns23bNkJCQqhZsyYbNmzAxsZGpnUTSP7snp7H2bJlC4MGDWL2oG5M7tsxzeXymrQHBYcwZPwUTp2/nDStemUHJo4YSqO6tWjasScuDx5hU7gQ9nYl8Q8I5P7jZ5gUNOLYrs04lC2dqc9wEomEFRu2MnX+EhQUFKhUviydWrekZZOGXHe5y+Cxk2lSrw5nD+5Mtl5eE8tf5Gdhz6vHNCgklNb9R+Dl48e766eSvRgqWZdLtqzwvUumyk7voZmeuKe2XmpZZf4W99Ra26WR9vSEPbuynlnSa5VPLR40tbSSqY3Q+mcYzS/U0xjJNTWJzwwKugb4BYdh0308y4d2ZZBjvTSXTa8j7H9d4ANDQrn//A21KpZDP43saAAXbj+g1eCJKaZXtC/J07duFLE0Y96ogXRq3iBpnlAo5PGb95gXNCJBKGTt3mO8dHNnbN/OtGpQS7oK/uvOwln8mpKT4XdisZi9F24yZf0eYuLiqVWuFBfvP2PLli0MHDgwx7ab39HR0aG/pQk9/lF/qTqXbjJn8RLGjBmTqfVWrVrFmDFjqF27dpK437lzh3r16jFv3jw6dOiAu7s7Tk5ONGjQgJ07E11q9uzZbNiwgZ07d2Jubs6ECRP48uUL7969Q0WG4zvkG3G/cOECjo6ODGrXhFVjB6b6SUraG77bl29sOXyGNXuOYm5sxNMT2zEqoJc4U4bSLpFIOHTyDOOmzyNBmMC21UtRV1OjRZfeQGKrd7/unXGeOJ1GdWvRt1tnPn35yvwVaylSyIqjOzdRwqaI1Nt/+daVqfMW8+TFK0LDwpkwYgiTRw5DTU2V9x/diYiMZNveQxw7e577F09RqmTaIRC5LZz5VdZz+7hJwxfP7zj2cSYoNIzT29dQpfzvTDHRMTGUa9KRYoUL0a1Nc2Lj4ujfumGmys9tcc+qtEsj65FZjH/XykRnrLQk/l8JPGRP4jsv2Y13aCT3189Id7mMstj81wU+I8RiMaevuTBh6Ua+fvdNNq9prSo8d/2If1AIP+6fxUBfhjnHcyvLTxYEPiflHSA0IooZm/ax6fgl6jqUxuXFO86ePUvz5s1zdLv5lbwu7t7e3gwYMIA7d+5gaWmJsbFxkrj36NEDf39/rly5krT8vn376Nu3L5GRkQgEAgwNDVmyZAmDBw8GEgcGNTMzY8eOHXTp0kVm+5UvQmVevHhBp44daV7DgRWj+2dL2j95eFGloxNR0YkPc+8fAYyct4oDK2bJTNolEgmXb9zm9MUrbN93iA6tWrBi3gxMChpRplbip80qDuVZOnsqS9ZuAuDqrTtcvXUHBQUFxg5zYvrYkail0qkr1W2LxazcuI0Zi5ZTwqYIo4cMpE71KlSvXBE//wDK1G6El/fvG/uOtcvTlfa/9wdyTkjzq6D/SX6Q9V88fvmGNgNGoqOlyd0Tu7Gxtko2f+3Og3zx/E7NSuXp3rZF4kQZxg9nNlxGRV8v3ZFT/yYjac+KsGdV1qUpIzWh/7M+f0r8r7rLIoQG0g6jgZQvTJkR+XbVy9BvzSECvntioK2Z5r05o3zy8vCZ1Dl++RadR81AQUEBsVgMQLXy9nRr2QgtDXWeu37g8Ws3/INCWDV1pGylPTfJQux7Tnd819PWZM34QSQIRey9cJMaZW3p1LEjd+7epXz58jm2XTk5w/Pnz9HX1+f169fMmTMHDw+PpHljx45NtQO3UCgkIiKCL1++EBERQf369ZPm6enpUaFCBVxcXP5b4u7l5UXz5s0oUciMvXPGpBoykiKtmUjEKzd3CpmZJLtpBQSH0qjvKMwLGrJiyghaOo0H4PuPAJm2tM9aspKFK9ehoqLCgmkTGec8KGlee8dmzF+xlkfPXlC/TeIPWaSQFRGRUQQEBVHO3o7RgwdILe0AKzZsZcq8xYwZMpDZk8agqqrKa9f3NO/cCz//AOLi4rlybD862loEBofQuF7tbO+jnPzH6cs36DFyCmXtinNy6yqMDAokm5+QkMDqHfsoVbwoe46fpby9Lc59uhIWHoGPfxB2NtY5Wr+sPGQzGiE12bKZFHBZCHtmtpGexOekwEPqnVn/JK2OralRyiqxE/0Hb3+qlyycoYCLwoLSlXeQt77/QiKRsPP4eQCqlivFw5fvMNDTYeWUEfj6BzJs9gp8/AOp6VCGY2vm0aZR5u/1eZosyjvkbOv7yjEDePnxKx7eP7CxMKZFi+Y8evQYS0vLjFeWk6PMnz+fdevWJZv25cuXVJd1dHTE0dEx1Xl/v4jFx8ezfPlyKlSogKGhIS4uiSGlf//mZmZmeHp6ZrX6qZKnxT08PJxmzZqiKoDTy6aiqZ78wfb3zTwuPp6zN+4xdeUWPnt6Y2JYgLXTR9O2cR0Azt+6z3e/ANyvHcbK1JiT6xfQdtgUytnbZbmOfwvt+m27WbhyHWOGOjFxxBD09ZI/CIsVLQxAWXs7+nbtRJd2rSigr4dEIqFdr4Gcv3qDcnWb8v3NY6Rl7dadVK/swKKZk5Ombdm1n2u371KudCl2rV9B3ZrVsryPctInr4x8mh5rdx5gzJyltGvWgF0r5qGullISr959iH9gMBf3bGTH4ZOMnr2EeWu2EBQSip6OFoGPLuRoHaUJlZG2YypIl6M9rdb2fyHtaW0zLwg8SCfxkFLki5kaoSAQ8NE7gOolE+932ZF3adb/f0ckEnHpzmMWbt7Dw5fvcO7RnjqVytHx+XRWTRmJ+7fv9Bg3h5b1qnNh6zLsi0sfYpkp8sJotrnUcTUqJhZ1VZVUW13VVFU4vHACVfuMw0BHm5CIKJo3b8a9e/fR0ckDxywPoaKpnGqIX46QQ1l+hEIhPXv2xNXVNUnYo6MT79F/5/RXU1MjODhYptvPs+IuEono0qUL37994/bWhRgb6AGQIBTy6uNXXnn5Y1bQCIdSxUkQClmx8xDbjp4jJjaOZrWrsmb6aFoMHMfcDbuSxN22qDUCgYBLLo8Y3LUNpUsUBUgRLpAVgkNCmbloOVv2HGDUoP4snD4x1ZCebu3b0LFVC5SVk49WJxAIOLl3G2Onz2Xt1p2s2bKDEU79MtyuRCLByNAACzPTZNPr1qzOlj0H2LJycbZeTOTkP756eWNtYYZAICA6JobZqzaxfPNuRg3oyZIpo1M8eELDwrni8oCtB49jV6wIZWyLs3r2JNo0acCOwyfwDwrm7uMXUm8/o5ZzWWWX+Zv0RkZNDVlLe0CcKN35RqrSdTDPSOD/joHPCYEH6SQeUrbGqyorYWWkj7tvYLLlMmo9l8t72vSZNJ+D565RqYwtl7avoGH1iojFYiqVsWXk/FXExMXTpUVD9i6d/t9JSZiNtJGQOYE/fPUOfWetRkVZiWJWZqirJnY0tChoSElrC+KFQoRCEfZFrbjx9DX3ti+m+cg5dO3alTNnzshzvOciU6dOzXTn1PSIiIigU6dO3Lx5k2PHjlGlSuLAZr8yy8TFxSX9P0BsbCyampoy2z7kYXGfMGECly9f5uzK6dgVtiQuPoFBC9Zz8uYDYuLiky0rEAjQ09FiTN/O6Oto8/j1e8SixNi/sf26Ji1XtmRR1FRViPwZ325lakyTOjUYM2cpejra9OqQfJQ/aXH/6oFj174EBAWxZNYUhg/sm+7N829p/5Ols6dy7vI15q9YSxWH8lRxSD9Obu+RE7x+955pY0ckmx4alvjQdbn/EPuSxfNtzvb8Ql5odf/8zYtxc5dz9tothvbqjIWpCau27yUoJIzFU0Yz1ql3inUSEhJo3nsYj1++QSAQsHp24gunRCLh2Zt3uLl/5bXbp2R5ovMj0obJSCvtGUm6tOukJ/NpCXxqre8gG4FPnJ62xKcn8PBb4uOFQtRUUr/npCfgcnlPiVgs5uyNe0wZ3Is5IwckTVdQUGD/spms23sMsUTCrOH9clba80Jr+99kc9CmX6Qn8d98/Rk0fz31KpamYeVyfPLyIT5BiEQi4ZuvP3dfuqKqrISyshLxCUJsC1tiW9iSfXPH0HrsfCZOnMiyZcsyXT85eQ9fX1+aNWvG169fuXjxIvXq/c6c9StExsfHh6JFiyZN9/HxoWzZsjKtR560uZ07d7JixQpWjO5PoyrlEIvF9Ji+nEsPnjPDuS+1K5ajvF0xfAOCeOH6kbCIKBpUdWDCso0cu3QTgDIliiIQCOjQtG5Sue7fvImJjUtqaVfQ1OPcrnX0Hj0Vp0lziIqJYUjPzpmqa0hoGHUdO6Knp8vT6xewtrLI1r4rKChwdNcmeg8dzZhpc7h38WS6yz9/9QabIta0ad4k2fRmDetRp3pVxs2YR+FCVjg2yVxmEDn5h8ioaBZt2M6KrXswNjSgX+e2bNhzGGVlJXq1d2Ti0P4USeO8XLf7EM/euHLj8HZmrdjA1gPHsStWlCev3jJ50Wq6tGqKU/cONKhZNcstXDlFevHtGYXJpNbaLo20Z0XYpS0vLYnPisBnZSCn39MzboXPSOATEoQEhEWlOT8jeYf0O63CfyfuXSQSI5ZIiE9ISDGviKUZK6aMSGWt/xjZvDel1wqvqqKMhbEht569ZXD7Zozu3lqqMptUq8DSkX0Yu3w59vb29OnTJ8v1k5P7hISEUL9+fcLDw7l79y6lS5dONr9s2bLo6Ohw69atJHEPDQ3l+fPnODs7y7QueU7c7927x6BBg+jfuhHDOrUgPiGBOdsOc/r2I05uWIhjvRpJyxa2MKOwhRkAnUZO58SVxIEr5o4aSL2qDkhWbeXe8zfUr+oAgG3RQpgVNGTcorW4NKjF/CnjEAgEbF86G7FYzPDpC+ns2JQCetL3wr959z7+gUG4nD+eQtrff3Tn6i0XXB48xtvHF5FYjKKCAmOHDaJDq7TTRdkVL4aiomKK8JfUsClizfb9hxCJRMk+x5kaF+TLt28AtO/txN5Nq+ncJvVOF3LyL1+9vGnReygfv3yjXbOG7FoxFw11dRZOGomqikqGA3c9e/2OGhXL4eXjh8ujZ5QpWZyGXRPzEE8ZPpA5Y4clX0HKB2ROZ3PIDJntlJoWspb29MpPTeIzI/Cptb5D1gQ+cV7mOrMOaViZ+advM6xFTYqbGaW6jDzuXTqUlZUY3rMDi7fsY9n2g6yYPJwRvdIexyRHyIut7X+Tjdb3X6Qm8CYG+jzds4Ju05YxcN5anuxdiaWxoVTlOXdqybvPnjg5OVG8eHGqV6+e5brJyV1Gjx7Nly9fuHTpEkZGRvj5+SXNMzIyQlVVFWdnZyZOnIiRkRHW1taMHz8eS0tL2rVrJ9O6pOxlkYv4+fnRoUN7KpcqxqQ+Hdh97jr2nZxZuucEs4b3Tybtf+Ll+yNJ2rs5NmJcv65ULmNLicJWLNi0h3efviKRSFBUVGTuqIG8//yNxVv2JaXSUlZWxso88QXgvXvqvY3T4tzlxKGpn7x4xddvXkRHx3Dr7gMcu/albO3GTJ2/hLCwcMqVLkW1cqUw1NOhm5Mzg0aMwefrJxRiw1GIDUcQEwbRoVy5dBHHLj155/aRof16Zbh92+I2xMXF8/Hz12TTX711TZYCMjBQtp0j5KQkNzLvtB84OnE0v90b2LNyPho/Y+sM9PWkGm03PDKKe09f0nfsdKo5lOXphUPsXjmfeeOHM3vM0JyuvszITHx7Vlrbc1raU9ver39/ExkSm2p9U9uv2JDY1FNgBsakTJUZFJbmcYwNCk/1C0dMUFiqHYaHNqiEhooyx24+TjedZ0Yvdxn1hcgrL4c5hfePAE5fu4PyH6GOYxauzcUa5QNk8JKhoGuQ7KVQTVWFrdOc0dJQx3H0HDz9AqQqRyAQsGa8E5XsbOjQoX0y2ZOTfxCLxRw+fJj4+Hjq16+Pqalpsn9eXl4AzJkzh/79+zNgwABq1KiBkpISly9flungS5CHBmBKSEigQf36vHrxHAUBhEYmPoTa1qvGzFGDUu0lHxMbx9BZy7jo8pDAkDC6OTZi16KpSZ3vLt99TIuB4wA4unpuUifVwXNWse3gCYb17sKqWRO5+eAJzXoOYVD3DqyaNTFZ5z2fH/5cuX2fhy9eIxSKKGxlwaDuHTh6/go7Dp3kxTu3VPenTMnijBvcm3ZNGyZL7SiRSNh19DRj5iwlOiaW8qVK8N3Xn6DQULQ1NQkODaOsbXFmjh5Cq8b1MpTB4JBQTGwrcGDLumSt+JPmLGLFhi2MGerEjv2HqFm1Mid2b5Hmp5CTDbIa5/7irRvbDh6nbbMGNKxZVap1nr99T+WWXdm7egFdW2dtwI/hMxaycc9hAMyMjfB8dFW6FaVo1crsQEwZZZVJb+ClP4Uzo9ztmRX3fy3tqZFeLHxqnVgzM4gTpD6QE6Q+mFPi9NTvS3+2wHfbcIzouAROjU7sZ5ReGsmMWs4zGqxJmjLyG036jeH6g6dJf5cuXoQKpUowrHs7KpQq8e8qkh9a29NCxqF97z970NJpAoqKCjw6uhVd4jNeCfANDKZy73EUtyvF9es30u3n9v+Mjo4OQ0pa0qdU0YwXlgGV9l9kzqLFMu2cmhfIM6EyEyZM4N79e4jFEoZ3bkntCvaUK16YwiVt01znyMUb7D19mTqVy3P78Qu6t2qSTLqb1KyMz93TmNVsTadRM/C5exqRSIRIJEZHW4v1uw/hUNqOmSs2UKdqRVbOnICCggISiYSF67chFks4f92Fp6/fUap4Ud5+cAdg5vL1Kepycttq1FRV8A8MxqSgIfWrV061o5BAIKBvpzZ0aN6IfSfP8ejFG5rWrYmBvh6BIaE0q1uTKuVLS93JSFk58Sfs5uRMswZv0dTUICg4hP1HTwCwYsMW9PV0qVG5olTlyckeme2k6usfwKhZizl+4RoA52+44H7nfLqdiePi4tlx5CSjZi2hsKU59atXyVJdvf1+sPXAcUYP7EXJotYMmjSHyKhoqVrq8yv/Qtqzsk5GGWd+lZlWCE124t8h8WUnNXmPDQpLVd5jg8LTjIH/Je9G2hq8Cf2R1i5liozCZuD/K3Tm63efZNIOcGT1XIpZy/OCZwoZ98uxLWrN9T2rqdCmH4u27GPx+CGpLvd3I4SpYQEOzR9HI+cZTJo0ieXLl8usTvkNJQ21NBsEZM3/a4alPCHux48fZ9WqVRjq6rBz1kiaNW2U4TpBIWFMWbGZJrWq4B8YjLW5CdXKlUqxXEEDfQ6umEXXMbOYs24HRy7dQkFBQHhEJPA/9s46LIo1isPv0g0KIgaK2IWY2N2FjYWK3YHdiYHdrddusbu7uwvEFpRGcvf+gSCxwMbsgsj7PPvc6+7M951ddmd+c+b3nQPHz1/hw+evdGvrGOcRv3D9DpPmxYhzQwN9ShYuyL0Tu5mzYgPj3ZcAYJXNghoVy2FsZMDw3l0pmE++Fr7GRob0c3aSezFsfCQSCZ37/FmY9N33B/kMDXBbsJRvPr6MGtyPpvXrULpk8SS1RTNRHbKK933HTtN79FR0dLRp1aguR85exNzMlBMXr3Hj3kPevf/I0J6dKV+qRNwBaNG6LUxZuJLgkFD6d3Fi/sQRCmdvPnz+RlRUFF3bNI/rJPza05vSJYooNF56wcBCP9nFqQbmBknEu1EWvWTFezZdTbmFuCL7yIpPeLTM4h2SLx+pSvEeS9Gc2dh85SEbL93HpXpmF0l5yGr653P1vrifnJayeaozkYIA3vf42OTKQW+n5qzZdYgRPTqQLatZkm0SX0CKA35Qxb4YcwZ1ZfiCBVSpUkVw33Mm/w5pLtw/fPhAzx49qFauFMfWzpXaGEYag6Yv5JvvTzw/fMb7yzeu7FiJiZH0WpnN61QF4PbjF/zw82fNnMlER0dz4fodFk4exZ6jp/CO5we/dDMm0zGga3vMTE1o37whh89cZMLcpWQ1M+XA+sVULmuv3BuXgdRsMgtXruP42QtsX7OMpvXrxFlyAoOCAChnb0fFcmVUHmcmSUlOvAcGBXPiwlWev3mH29K1tG5Ul+Vu4ynTqB0REZH88A+gRY/BWFpkxVBfn8otnOnZoRWrZk3i0fNXjJgxn14dWtOvixN2RQspFaNfQEx8Bvp6eH+O+f6bmRorNaYq0Tc3TbYBk565qcw+9/Qo3pMT5PKQFuJdGrFZ9z61y/Hiiy9jd52mVbmiZMsifXtZsuSpZdszSqY9IiKSfacu4DxyOhZZTDE3M01b0f4322QSI2D2vVurxsxbv4OLt+7TpmGtVLeP/X4O7tWVJbuP4dKtG+XLl8/srJqJQqTp4tTo6Gg6d+qEob4u+5fNlFm0/woLZ/fxcwC8fv+R1dNGYV+0YLLb7z1xAYA7T16gqalJkQL56NWxDduWziZaHHNybVo3xv/u8+Mnq7ftwcjQgAWTRjLVtT9FC9jyzccXiUSiNtGeEmKxmEGjJzJm2ixGDIypUBPfRx8dLUYkEsn8eWaiGhJfeH3+9p2qrbrQcdBoZi1fT9/Obdm2dDYzlqzh45cYS0HuHNm5fWQnn26f5eS21QCYmsSI6buPnwFgYmKktGiXSCQsXLeFAjbWZLcwx3WqO2VKFMXmd5WmFElHJSGTI774lCZQpXnApYneWJQV1bIgq9BPabvkLj6SW7gqdVsZOs7GjZFCSU6RSMToplWJjBaz9sJdqdtkFMEtFFOWbcB55HQAfP0CKFNcud95JokQ6ELE2soSczNTDp+7ijzLBEUiEdOH9iI0NJROnToSHZ3262cy+ftI04y7u7s7l69cYeG4wWSRI9Onr6fLkglDsTTPQpOaldH/LVq/fPfFxy8Aiyym+PoF8P7TFw6du8rGfUcBKFG4ABOH9EkgvLNlzYJIJOLH70VwBvr6hP4Ko22T+nHWmfPXbjNixnzKlSpO8YLqWVSRUrb90InTrN60Dfcp4xjSp0eS18uXLsX2fQewyJpMiisdIdGTL8MrCgtSUSSqIfbvqBEWyOlL13n2+h2ntq+hVqXycfaXiqXteFXTi3GDelGxtF3cOgvnIePQ0NCgV4fWAHRr68inr9+ZsmAFbZvUp5xdUmuYrOw/foZzV2/isXYR3UdM5OOX7xzfMvWv8gTqmZukKBwTbJtFL4lQVXXmPS0sM6C6zLs8WfdYcpgZM7CeA24HL2GV3YLudeVfj/GvZNsB3n34nODf+ZXsC5KJFASwzhga6DN7RF96TZhDQHAwI3p0pGpZO5n27di0Hq+9PjBjxX/MnTuXMWPGKBxHJv8maZZxv3fvHpMmTWJUz44M7Nxa7v37d2pFm4a14kT7wxdvKNqoE2VauJCnRivKtHCh5YBxcaK9a8tG3D6yg9aNE/rnX3m+RyKRYJElC999f+LYYzARkZGcu3ozbpu12/ciEok4vW1NXPYzLTl78QpFChZgaN+eSYSWf0Agk+fMp0fn9pS1l+1AklbIK9pj94l9yLOtrPuoCrGeCc2aO2JkaECLHoNZuWUXkZGRzF6+nks377B+7jQql7WPW1z94q0nN+8/QiwWM3HuMn76ByASiRg7oAd5cuVg9dY9isUhFjNv9X90GjyW5vVqYp7VjH3HzrBh3jSqVZDBViXjyS4tyvQlFpXJVUpJDSEz7/JuL6+9JjmEyLxLQ5odKbWLpymtatKrZlkGrdnP7L1nZJ7rXyQ4JOHfx9wsDa0qGckmIw0l359L6yb8N3s8b95/pFmfUbz09JZ539oVyyKRwMSJE7h3755ScWTy75Emwj0iIoJu3bpRrIANkwd2T3a7sPBwLty6z8krt3j34TNRUVGcvnqbPhPdcR45jXM37uLz0x+AFdv2Exz6izYNa7F13iQ6NasPQOMalVg7YzTr3MZIXcS3//hZTI2NyGmVjbb9hnPh+m0iIiKZNuJPp6uOLZsQFBzC52+y1W5VllRLQPoH8OrtO1p26UVYWHiC185dvkpAYBCjBklf7Z5eEEJESxPmqYn0tBTvZqYmXDnmQeivMFZu3k0lx85MXrCCnYdOYO1Qj8I1mvErLEZEFcmfj54dYhYv7Tl6CrelawHQ1NSkZ4dW7Dx0Im5BaWp8+e7D2NmLefnWi6bdBjJm1iKG9ujMrhVzefP7ZNO0bnUVvGPppFabW1XIapmBTPEOyVtm5KmZDzH2gDnt6+FSpwIz957l/XfZe0rIUgYyI3F4tXuCSiUVpRRc+JcQ65motj+GkuK9s2MDru9eg5VFVoa6LQbgpac3n775pGih2XboFABWFlnp1q0bERGylZXMJBNIozru06ZNY9q0aexdMp1fYeF4f/nOhy/f+P7Dj4DgEIJCQjE3M+HK3Uf4BwbH7WdkoE9w6C80NDTimifVqVSOkxsW4BcQxKTFa1m18yBmJkZoaWpS0b44HstnxeyczA+0TR9Xvnz3pWzJouw+cophPZ0Z0adrgi6kx85fprnLIKa49qdGxXJUq1AG709fOHbuMnq6OjSqVY3s2WJOMGFh4SzZuB2AvLlyYFesEEULJK1BnxKpHaj8/APYc/AIrhOnY1esCBXK2KOpqcGjpy+4cfceRQoW4PaZI3LNqU7SUjzHkpaWm8MnzzBuxhwM9fVx7d+ba7fusGLDZgDe3zhJLqvscds+f/OO1r2H8enrd3weXEJHR5ub9x9TpaUzd47uxL54yhVgJBIJLXoO4ejZSwBYWmTlvwUzqF89poNfp0FjuP3wCa8uyfB9kePWsrw13JPbJ3HznpRquf95LuE2qdV1B+liFoQrFamKEpGybpfcRYi0ixapFzdS7lwkvruRuLqMtI6qv3R1qThyMbnNTTkxpQ/aWaR3VI1FVtGekawyEPOb1S4Ws+bq1t616q3ZHks6yLYnPg8q2iNDJpRct7Pz6Bk6j5iW4Lm8Oa3wWDELu8L5ef/pK8cuXkdTUwOJBCYtXkebBjXp3qYJldv3Y/LkyUycOFGpGP4GTExMGFSmID3LFVPLfHZLdzF11uzMOu7K8vjxY6ZPn46ZsSEtB4wDwMTIkDw5LMluYY6psSFZTIx58e49vdo1p32Tuujr6rL35Hm0NDWpVbEM3p+/4TR0EgD9O7YEIIupMUsnueLavT29J7rzzecnq6eNSjWempXKM3TKHO49eUb7Zg0Z3T/pHYCspqbo6ugwY8kapi1axcBuHdh79BRfvscsWC1eKD+DXDry/cdPtnsc492Hj0RERALQsmEd9qySvWarLNmFLGam9O7aCctsFmzfd4Bzl68RFR1FqeLFGDdsEM7t0m+ZqfQg2iEmjrQS780a1KVZg7o8ef6Seq07IhaLaVyvNrWqVsIqbwHE8exPe09d5o3XByYO6YOWVoxAi71olYU9R05x9Owlpo8cyHefH4zu3wOr31UqXrzxZNfhE6ya9feeMOTxucftI6PfHYTzvKeV311epHneZfG7p1YaEsDUQJ91A51oOGU18zzOM7Z7O6XjzWiiHWLuULw4sZ2GPVwZO381JzcsSOuQ1I6082D89UKCo6TvvU2Dmrx5/wmRKKbbbb3K5Zm5ajN1uw5hwdhBjJ2/im8//JBIJGhoaKCjrUWjGpUoW6III3t2ZPr06bRs2ZISJUoI+KbSJ9qGeqkeKwTj71myJRdqFe7R0dF07+4CSKhbuTztGtWmenl7mRamjuvbJe7/95w4D8DHSx5YZUt44M6XOyenNiwkOjo6xSY2sQzs1gGrbOacvHiN2lWkL5yqWMaOkFe3EIvFDBjvxpZ9h6lgX5Jbh3fg6+dPrXbd6TduBqbGRmQ1M+X6gS0sWLuFbR5H2Th/eqoxKEqLxg1o0biBysYXmvQi2mNJK/EeGBTElDkLWb1pG4UL2HJm/w6yJtNVsqBtPsRiMX179Yzzvz999SamOlL+fAm29QsI5PGL1zx5+RrPD58pWiAf492X0KpRXcYO6Jlk7I9fYyrZVCxTStg3qEJSKgmZHNLquqeVeAfZsu/qqGKTFlQpmo9RrWozbdcpsltZ0b2xdIvWv2aRSUyBvLmZM7I/TkMncePBU/VaZtJBtj0l5G1yJxcKlozU0tJiQv+uCZ6r6VCGbmPc6DbGDYAJ/boyoX/XBLrE188fv4BADPR0cHHpxs2btxI0kcwkE2moVbivW7eOO3fucmDFbJrWqqzQGNHR0Ry7cA1b65xkt8gqdRuRSCSTaI8lb+6cbNx9gI27D+A8ZGzc81FeDxJsp6GhwcpZE1n5O0PpHxDI5Vt3qe5QloOnzuMfGIR/YBA+P/3YdfgkPdq3lKsLpUq9fGlIehPs8VG3eI+KiqJ9zwHcuHOfSSOHMLhXd/T1k/dTh4SGIBKJiIqOIlrXDE/vD6zcvIvSJYrElQCNjo5m6JQ5rNyyG4jpppsruyWLPn3BzMSYJVOTVi34+t2XyfNXkCdXDtlKQIJcWSkNU/Nk7TKapuZS7TLS9tHJYpbELpNYvCfOusdmguNbZlQt3kF2O0x8US5Etjw9iPzUMmg68S5MJ7Srh3/ILwYs3oyGhohuDaupOLq/kxZ1q2FiZMihc1f+Ka97mp8HBar3nsXUmAMrZmFVuRmRUVG4rdrMuj2HEUskWFlkxaFUMa7cfcRX359UKV2SY5dusG7dOnr37i3Am8gkI6M24f79+3fGjhlD11aNFRbtfgFBjJizjFdeHzm7abFgpesM9PWwymbBVx/fBM/7/vRLsaTixj0HGTkjoQ3mzeWjzFq+Dqts5iyfMV6Q+P5WlBXsYh1DNCJCBIomedQp3jft3MuZi1eYM3kcw/olzYInZs/Bo1SuUJZb9x4ywW0uz1+9xsjQkPOHdiPWM+Gb91sGT5rNwVPnmT12KDUrlUdTQxPvT5/Jlyc3luZZMTE2ZPPeQ/z0DyDkVxhPXrzG4+Q59HR1OLFllVwXl0KhavEe85ypwuIdkvreY73iQgn4+PsoitCiXVGPuzyIRCLmuTQnVCxi5KqdNHKwI3uWP+P9q972+Hz57suybfsJDA6hloOam+j9Ckz3WXeVI5B4F4lEFLbNS75cORjStS07jp7BxNCQD1++cf3+E8RiCUdWz8WhVDG6j5vFmNGjadmyJdmypbz+I5N/G7UJ91GjRoEkmtnD+yq0/1efH5Rt1YOQ0F+smjqCauWEu71fvFABPt4+w70nz3nj6Y2ZqTFF8udLtQ56ySIFMTE2IqupCV3bOtK/ixPbPI6yfqcHM0cPkSvrnxZZhpSEtbJCVgjRHv+/8VGFmFeXeG9YpyYVy5Vh7PTZlC5ZnJpVK6W4fXBIKDfu3OPqzTvUrlYZtwmjqOpQHjNTE9Zt2cGISTPQ0NCgVdOGbPU4yphZi+L27d2xDROH9qF2+57cefgUI0MDDPT1yJHNgjljh9K1TXPMTBX43sl4Uksp6y4v0sR7YpQR75B00aoi2XdQrZ89oyASiRjv3Jx9l+5g0344OczNGNqmPs0rlyZ/BhbkshD6K4xqHfvj4xfAwM6tqV0xs/t1YlRql4kl/sWLEiLe2NCA0LAwyhQvnOJC4zkj+nH43BVGjRrFxo0bFZ4vk4yPWoT7jRs32LRpEyumDCdbVjOFxjh55RbffH8yvHsHurdpKmyAvylToihlShSVefu6VSvi+/ASIpEIkUjEis07cZ02lxF9ujGybzeVxKgssgrqNK15LkWsy/O6NNSRuY8lpYuAXDmsOHdgJ7ZlqnDh6o1Uhfsit8m8ePOWQrb5KGtvh0gkIjw8nDWbtjFw9J9FpXsPHUuwn5aWFs/evKOSY2fEYjG3juyQ67udKgJkpOTJukNS8S7N7y6reIek1Wbktc5A6tl3UKyijCykB4uMMuSxNOfummlcefSS03efMnr1biZt2M+8oT3o1bL+P+n1PXv9Lk5DJ/IrLIKHh/6jQN7MBkzpgsR3IGQ89l289YCrdx/h7Jj6WrRsWc1wG9ab/lPm07dvXxwc5G9Wlsm/gcqPjBKJhGHDhmJXpAA9lBDclUvHrLbecvAEb95/lKvNsCrR0NBAJBJx4sJVhk2dy2CXjswaM0QuG48qs+3ppQGRrCgiyoUaV6ja8rH/Te4z19LSoqBtPp6+fJnqeGVKlaRj6xaUK10KkUjE/UdPyFOqIgNHT6S0XQnMTE2k9ieoW70qtx48IVu2bFw9cVBY0S4HqdkZkrNFyGqDkFZ2UJrfWpq1Q6oFJJla7ynVe0+p5jvECGyhRbas46UWW1qTN7s5nepV5r8xvXixaTZ1yxZn8Lw1dJ2yiIjIyLQOT61IJBL6T5lHQRtrru5cmSna0zP6Jn8eybDn+Dnqdx9GebuizB4hW1+VHm2aUrJwfoYNG5puNE4m6Q+VC/fdu3dz48ZN5o0ekKA2urwUtLHmwIrZREVFU7RRJ4zs61G0YUcmL1mPX0DKFgeJRMKeIyep074nVmVqUdGxE4MnzcIvQJhbbU9fvaFdv+HUr14J9/Gu6aJt/N8i1NMbin5mqTV9Svx6gzo1OHnuIgGB8n0Ho6Oj8fMPYMGMSdw8dYhBvVyIiooCQEdHh34uzowe0p8DW9fx8uYFLh3eQ64cVqppZCKjD1ZRL7K0/XSkVN9RhXiXp1kTyCaQYwV8evO1pxfyWlngsWgK291GsPfsVdZ6nEp224zmb4+KiqL3hDm89f7EqB4dsS9aMK1DSvek+SLWWOKL+HjHxOXb9lOtnB3H187D0EC2Ls6amprMGz2Q69dvsGePYt2x0zvaBvrom5uq5ZEetJgqUKlwDwsLY/SoUTSrXYXaFcsqPV7TWpV5f2Ef69zGMH1oT2o6lGbhf7vIX7cdtx49k7qPr58/tZwH0WHgaLS0NOnn3I4i+fOxYvMuarZ14dLNuwQEKu5tjoyMpMeISeTNlZPdK+fJ5WtXFX+rYFdVtl3e8eX9/OTZPlbAd+zkTGRkFGt3esjV/bWsvR1VHMoxYtIMTp67yIZtu3Bq2Zwpo11ZPHMKi2dNZfrYEWhoaJArhxW6uroJ9hdcwAuwiE3e0n/yiPfEAj458S5P9j05ZMm+x6KogE8Pol2Zhamy0Lp2ZdrVrYr75n0Ey9gd+G/HbdVmNh88yX+zx9Oyfo20DicTZfgt4D9+86VEQVu5NUGdSmVpWqsyo0aNJCws+bU0mfy7qFRlrly5ko+fPnFs1UzBxtTX06Vry0Zx/x7Xtwv5arfltddHKtgl7MYlkUho2nsU3l++cWrjQmrXqhX3mkXWLGzY5UFtpx4ATBraFy0tTRrXqpagG2V4eASnr9zg4+evZDPPQv3qlTE2+iMAuw6bwL0nL7jqsRl9PflvSwspov5Wwf43o+hnnitnDnq6dGH2vAX07NoF02QWicaOH+uZF4lEDOvXi6s3+3D8zHk+f/3G2KEDKFqogFzzq2VxVzwUXagqq98dkq/xLku5SFC+6kwsqS1ejU9KQvxfXuA6tU8nSrYfiPvm/Uzr24k9Z64yb8t+WtWuTLPqFSiWL+Nk3f0CgnBfu50RPTrQWQYvdEZHIyww/WTTlaBahTLcePRcoUWuc0b2x65ZV1auXMmwYcNUFGEmfysqy7gHBwcza+ZMurVsROF8eVQ1DWYmMcJm4qK1jJ2/Cq9PX+Jee//5K3eevGDF5OFJMv7zJgzny51zrHWfQnYLc9Zs28v81Zso16Q9FZt3ZM22vazcsotSDVrTosdgBk+ejVP/kWQpUYXBk2ax/cBRugwdx+4jJ5k2fADlSynW8Uyd4im9oxERorJFpPKOrY6LoDo1ahAYGERwiHzv+cade2hqavLfjj20atpIbtEei2AnRwEsM5qm5nL73ZPLvKvTOpOa910Zj3l8a428GfrU5pYWtyylIKV9Zok/28Sfv7S/U2qi2yanJSOcWzJviwcPXnly+f4T7r98x8SVWynbeSgLth0QrGJRWnPp9gPCIyLo1a5ZWoeSbsgI58UC+fLy9v1HoqPlvwAvnC8PXVs0ZPasWYTIeX7IRDk2b95MsWLF0NPTo3jx4gksSw8ePKBGjRoYGhqSJ08e5s2blyYxqky4L1u2DP8A/wQdT1WBsaEBp/9bROMalViz6xAF67Wn/5R53Hr0jLaDJmCgr5ds6UhdXR1c2rXg052zfLx9hm/3L+CxbjEWWbPQf/wMhkyeQ9EC+bl7bBdhb+7QrG5NAPYfP0uXoeM5f+0269ynMGZAD5W8t391cUqsyE78UGY8VaCMuD945Bg9Bwwin40NOXNYybVvPxdnihTMT+e2LVm7aI7CMUD6Eu+Q8mJVWT3voLzvXVbrDKQs4EEYES8Pqc2jqGhXN2O7taGITW56Tl9C02oVADi+ZAqNKpdlwdYDhEdEIg74ke4EvEQi4ZvvT7w+fSEqKoqAoGBeeX5ALBZL3d7UxAiA4JB/wxYkKxphgak+0jMNalTGPzCIpRu3/3lSDmvh+H5d8fP3Y9myZSqILhNpbN26le7du9OnTx+ePHlC+/btad++PdevX+fHjx/Uq1ePQoUKcefOHaZOncrEiRPTpHSnSKICdRgQEEA+Gxs6NK7Fkonqu80TEvqL9XuPMH7hGn6FhVPIxppt8ydTulihmA3k+NG88/6Iro42uayyxxs/FCRgaGhAcEgoero6gnjaE4unqzdvc/PuA2YtWkab5k3Q19Nj3rQJqZZHy7TKxBDrZVdWsKdW112Zz9ttzjxmzp3P5TMnKGOfek8CVdaYF/QEKMOtYFmElrQykantL63OuzTrTOJykX+eT7ptYusMJK33nmSfZCw0iZHVTpMasl4QJHdxoUzTpdSy7SBfxj3xhdv9F2+p3GMU41zasWb/CVrWqkif1o0o5zyMGf06M7xzy1THVCefv/tSsW1vPn+PaeanoaERJ9gL5s3N0kmu2FrnZOuhkzSs5kAFu2IEhYRiW6ctnZrVZ9H4IWkZ/h/+9QZMAjF0yhw27PLg4al95LPOFfOkHGV0B01bwK4TF/H08sLE5O//m5iYmDC6QQUG1KuglvnyDJnPFLdZuLq6prqtRCLB1taWNm3aMHfu3LjnGzRoQM2aNQFYvnw5Xl5ecbpv3Lhx7N+/nxcvXqgk/uRQiXCfPXs2kydN4s2ZXeS0tBB6+FR55fmB52+9aFyjEtra8YS1EgejyMhI9AuWZ/zg3kx17Q/AiQtXKVOiKJYWWZWKN7Fw17GyBaBS+bJcv30XgFe3LmGTJ+XyYJnCXVhSEsvKftav376lTqNm5LCy4ualc0rHoyyCiXcZT0ppLd5BuoCXJt5BtQI+MakJenkz9yndDRBStIPyNhlpd1wmrtzKgm0HcShRiCsPnrFsVB9eeX9m9f4TXFozi9JF8ss8vrL89A9k/sadHDp7Ge8v36lW1g7j352HZ43oi56ODrmrt6Rg3twsmjCU95++YGJkiLGhIYs27eL8jRibm6aGBtFiMf/NHkeHpvWYuWoz01f8x8ODmyiUz1pl8ctMpnAXhB9+/liVqcWcccNw7fXbfSCHcP/0zYeC9dozbfp0Ro8eraIo1Ud6Fu4vXrygaNGi3Lt3j9KlSyd5vXHjxpiZmbF9+587KGfOnKFevXp8+/YNS0tLQWNPCcGtMuHh4SxevBhnxwZpItoBCuWzxrFutYSiXUn8f1eeWbx+KwAj3RbQtNsAdhw8ltJucvPo2XMAVsx14+LhPTy5egYAT29vQefJJG0pmD8/OXPkoGCB/KlvrAbSm2UGUq42o07fO8jnfY/bJxULTXLEt9ZIe8iDEKJdVqR9xkIwoYcTlUoW5sqDmMphA91XY2ZsSIn8eek0YX4SC4qqrDPhERE49h/Dyu0eVLIvwZjenfkVHsG3H37cfPiM0o4utB82GYDX7z9SvVwpejs50r5JXZrUrMTxtfOYPLA74/t14eu1Q3RuXp8uo2aw7dAphnVzIpelBYOmL0zWUqNWlGyulkkM+46dQSKR0KhWVYX2z5U9G52b12fRokVEREQIHN2/gZubG7a2tgke0nj16hUAISEhNGjQAEtLSxwcHDh8+DAAHz9+xNo64UV1zpw5AfBWsz4TvKrM9u3b+fr1K8NcnIQeOk0J+V2WTCQS4fnhEwvXbgagR/tWSo8dfxV9SEhMlq5S+ZjFtHlz50JTU5OXr99Sq2plpedKr0jLJqf1HYSUOqAqy9Nnz7n/8BEjhw1WyfiKIFilGRm7qsaK75SEVnLdVWP3l7XiDMjXaRVkqzoDfwRwchn4+OJZ0Sy8vKR2wSCPaJc1264qdHW0Ob1iOluOnafvzBVERUczbe1OqtoX4+7zN4xYtIH5w3okqNksDvghaOb98au3DJmxmHtPX3F+y5K4CmZj+zgDEBAUzKzVW3jr/QlnxwbYFy2Ivl7CUqxaWlpMHNAt7t9rZ4xGLBbTf+p8qpa1Y8XUETTpNRK3lZsTbJfJ38m9J88ZOHEmnVs1pWiBeGJRzq7Tw1yc2LDvKNu3b6dbt27CB6pmNA30kl2bJDhy1HEP/N1TpUuXLkyePJk5c+awb98+HB0dOX36NKGhoUnKK+v9riSo7rKdggp3sVjM3LnuNK1VmSK2eYUcOs3JZh5jhwkKDqFU/dYAlCxSECND+TNqKWH4e7yQ0JgTvK6uLg5l7Tl14TJ9unVOsaGAKCwozcWuLMgqhmXZLi3er7Jzbt2xi4nTZmCV3ZJmjRulvkO8eVVplwH1i3dIvVSkouIdklpnkhPvkNQ6o2duKlW8g3TrTGoCHlQv4hUR7KC8aJfV264oIpGIzo1q4vn5G27rd1OpZBGuPHhG75YNWLb7KD8Dg3Ht1AK7gjZx+8R+L5QV8FfuPqKey1BsclpxaNWcJGWHAUyNjWTujhmLhoYG7qMGsOXgSW48eIpTkzoM794e93XbGNmzA3qJREImfwefvn5j+uLVnL50naIF8rHOfYpS4xXNb0OTmpWZO9edrl27ZtimQqpi/PjxMllldHR0ABg5ciRdu3YFwN7ennv37rFgwQL09fUJDw9PsE+sYDc0VG0PmsQIapW5cOECz5+/YFi39kIOmy6I3/ks9FfMH8vr4+e4rpVCYZE15gLhxNkLcc+1atqIIyfPUKFeMx48kd5o6m9AFBYkuPCMHVMVY6uCR4+f0G+IK2Xs7dm/c1vcweJfR5ZqM/JWnAFhrDPyVJ6B1C00cWP8ttIoaqlJvL86RLuyKCOi527xwG39biyzmHJy2VQss5jy8LUnK8b0w+P8dSp0Hc79F2+T7KesdWbQtAVUsCvGw0ObqFNJ+UaC8THU10NLS5NXXh8A6N66KeERkazY7iHoPJmoD5fhkzh46jxVypdmy+JZghSwGObixLNnz7lw4YLyAWYildy5Y9YQlixZMsHzxYsXx9PTE2traz5//pzgtdh/58qVSz1B/kZQ4b569WoK2+alevnUq2T8jdSoWA6Ai3s3cuPQNoKCQ7h8676gc+S0yk7HNi2YMX8J797H+KYG9uzGgS3rkEgktOjcgw+fYr4sQcHBLF27keYdXWjZpVfc8/8qQmffhb4QCAsLo0uvvhQuWJDt/62jbGn7NI0nPoKXWEtHHll5Mr/JWUDk8b7H7fNbwMsi4kG6EE/pISspxSCvaE+LbHssTarGHH8DQ3+x79w1ds8ezeM37zl98wHvj2zAJkc2Ri7eSJCUsoqKinexWMzTN160bVgLHR1tpeKXhoG+HoOc2zBr9RYePH9NoXzW9G3vyIwVm/jm+5MPX75x9MJ1thw4wYPnrwWfP1kyF6cqREREJBdv3GHS0L5sXjQTu6KFBBm3Rnl7CuXLw+rVqwUZL5OklC5dGmNjY27cuJHg+cePH1OgQAGqV6/O5cuXE9TlP3v2LIULF1brwlQQULj7+Pjg4eFBr7bN0uetHAEORFbZLKhZqTxVypWmbMliWOe0wuPEGQGCS8icyWOxsc5N6669gZhbqo3r1ebw9o1oaGhQpGItmnboRoFy1RgxaQYnzl3k6KmzbNi2K11nnVVha5HoGcc9hEQVn+P02e68fefJ5nWrknjl0iIeldVDTiPRLm82N7nFlIqI99QWdcoj4IUi1cWzKhLtqqJE/rw82LGE6qWL4zJ1Mc1dZ9CtaR2OX7tL54nzWTGmP/dfvsOh63BOXr+XZH+FOvdqaJDfOidvvT8K8RakMn1IT4oVsKGj6xSCQ0KZPLA7kVFRbDl4gvKte+LYbzQuY2dSrlUPNnkcV1kcmSjPmas3iI6OTuhpl4acekQkEtGrXTM8PDzw8fFRIsJMkkNfX59Ro0Yxbdo0duzYwdu3b3Fzc+PUqVO4urrSvXt3AgMD6dGjB8+ePeO///5j0aJFjB07Vu2xCibcN23ahAhwzsAtm7NnM+fLt5gfjUgkolal8tx++FQF82SjWiUHXrx+S/OOLvy3fTcAObJbcvPUIWZPGkNERCStmzWO894DcR0407N4FwpViPVYUvv8FPl879y7z4Ily5k4ZiTFihYRNB5ZUUvzEgVFe1o10RFKvIN8Al5VIl6W8ZNtMJWMLSjmNdlFe3LZdkWbb8WnWD5rjiyaxMox/TA1MmDF3mPY5srOqRv3MdDT4cr6OWhqauC+eZ/U/RX5nlUuU5KjF64TrqKqHnq6umyfP4VP330ZMHUBWUyNKVHIlqevPclnnRNdHR3KlYg5ZsxevUUlMSQgM9uuEP4BgTj1G0nNSuWpXNZe8PGdHRuARMKmTZsEHzuTGCZMmMCUKVMYP348xYoVY8+ePezfv5+aNWtiaWnJyZMnefnyJWXKlGHq1KnMnTs3zg+vTgQT7ps3b8KxTlXMs6gvA6NuypYsxst3XnzziTn42xcvwr0nz3n51kvwua7fvkN0dDQnzl1k7vI/t8eyWZgzqJcLO9ct59Wbd3z3jYnFrnhRFq/egI19Jdp278uKNeu4decuv379uW0cFBTM5y9f+fDxE289Pbl6/QY79+xj8fJVfPr8RfD3IA1lxbYqBTuo5qInKCiY7n0HYFeiOMMGDcDP3x/fH+oRqmrrMvgrMF3ZYxKjiHVDEfEOspdUjC+y5RX0iuyboi8/hfckTwUZdVWL6NGiPq89VjPCuSXP3n3AyECPSau2UThvLiqWLMzjN+85dOmm1O7T8op3pyZ1ePfhM49fvRMq/CQUymfNyinD2Xb4FO2GTMQyaxZ8/QK4vms1IQ/PcHbTIvJb56JDs3oqiwHIFO1K8OKtF7/Cwpg7frhstio5P2uLLGY41qnKli2bFYwwE1lwdXXl3bt3hIeH8+DBAxwdHeNeK1++PNevXycsLAxPT08GDhyYJjEKUlXm+fPnPH78hCm93YQYTngEOhhVd4hZmHT97kNaNKxNd6eWuE6by6Wbdyic30aQOWLJa52bN57vAShSsECC1548f0mbbn3w/12+qEfn9owa1I/L12/y6p0nV2/eZuS4iURFRaGpqUkea2t+/PxBYKB0Uaqpqcnuffu5eOqYIAtpVIE6qseoQrRLJBJ6DRjE5y9fuHruNN4fP1KviSNBwcFcOHGU4sWKqiQmtbUDT8diXVakVZqJRVq5yJjnk1aciU9K1WdSQ+hsfKp3ARQQ7fJaZFTRFElDQ4NBTk2Zt8WDLo1rs2LvMVbtO8Hk3h3w/upDm1Gzcapfjc1ThyWxb8pTLtL707cYi2K+PIK/h/h0bFYfgC6jZgAwuEtbAL7/8KOW8yDy5rJiYv9uKo0hE8XJmzsHAK8931O6hHx3VWXFqXEd2gyewIsXLyhSRDVzZJL+EUSl7dq1CxMjQxpUU083rLQid47sFC+Uny37D9OiYW3CfpcG0tTUFHyuNs2bcPbSVQC6d2xHcEgI+np6XLlxm9bdepPXOjfHd2/BZZAr331/kC+vNfny/mkOEBYWztMXL7n34i1v3r7DwsIc61y5MDY2QktLC20tbayyW5I7Vy6evXhBjfqN2bF7L84dVV8RSN6yhulRtMtSejMqKorxU6bjcegIu7f8h6mJMZVr1Yu7u+H98WOKwl0R0a42wQ5/nWhPrr47KC7eIfluq5BQNCsi4hVF5qy/gKJdbbWZ42GZxRQTQwMu3n9C0XzWDFuwjmbVK3By2TR2nLxE18kLyZXNnJkDnNHQSHiDWVbx7vnpC9ZWloKX/pVGh6b1MNDT48lrT/p1aAHA0zeevPT05qWnNyev3KJhNQfVTJ6ZbVeK4N89WOSyVMlZ071hdQeMDQ3YtWsXkydPljfEdIFIz1Cl3Y0TTpYO11sKgCDCfefOHbSoWy3D150ViUR0d2rJ8Onz8PzwiXzWuShW0Jbh0+dhY52L2pWFu3Dp3skJ86xZaNe9Hy279ErwWp3qVdi9YSXGRka0atqIMdNmM2/ZahrXq02xwgUB0NPTpay9HWUqVkl1Lofy5ShSuBAHDh/FsWkTTEzSTy349CjaZeGdlxfdevXjzr37uLtNx7FZE5x79CYiIpIWzZpw49Zt6tSsIVhMf7NgTyt/uzwkJ95jXktdwENSMS2kkJe346mi1hhFRLuyXXJT3E9TkxNLpzB43hruPHsDQIl2Azi3yo0ODarj4xfAyMUbefn+E5umDsUkkfiWRbz/CgtHX089ZVtFIhEt6lWnRb3qcc+VK1GEssULc/fpSxZu3KUa4Z4p2pVm2FR3cmbPRt1qFVU2h56uLi3qVmPnzh1/rXDPRHmU9ri/evWKly9f0bJ+8iIkI+Hz0w8gLtt+Zsc6ytkVp8eISVL9lIoiEolo0bgBA3t2Y+qY4WxeuYjVC2axbpE7B7asw9jICIB+Ls50cWrNxFnzsK/RgLbd+yaIQ1YB6OLcmROnz1CuSg08vd4L9j6SIzVBrmoveyxCi3axWMzajZuoUK0W3777cP7EEYYM6MuNW7fZvc+DCWNGcvbCRbp27ihYDXe12mLSeZY9NRGWksBMzf6Rmtdb3rrnsZ5zWR6p7SMLsYtPhRbtaU25YgW5uGYWI7vEdLH+FR5Bq5Ez+frDj8Htm3Fg/ngu339Ki+FuhIUnzYamduFokcUUX7+UL8qEQCKR4B8YxK+whE1ejA0N2LcsxoYaEBQs/MSZol1pPn/7zokLV5kxchA5LLPJt7Ocn3+rBjV58eIlr169km+eTDIMSgv3I0eOoKerS52KwjamEAyBD0qvPd9TvFB+CuWL6QxraZGVwd078eHzV7w/Cb/Ac8GMSYwdOoD2LZvj0tGJLu3bJCglqK2tzar5s/jx+hHL5kzn4LFTnL10Re55hgzoy9O7N9HS1qJeU0e8fteQl4ZYxxCxjuo6hcUX7KGhoezau5/9Bw8RpIqTlgBER0fz/MVLTpw+Q8PmrRg4bARtW7bg9uXzOJSPqT3t/SGmnFxwcDChob/o5dIt2fFkuZhQS3WYxA8BEQf8iHvISnLdUxOPqwzKitPUhLGiyCPQEyNLTHrmJgqLdmWz7UKgraWFW39npvfrDMAXXz8u3nsCQKPKZTmyaCJ3nr+h29RFiMXiJPun9L2xssiKr18AkZHCNtuL5f6zV3QeMQ0LhyZYODTBuHQ9dEvUwrZ2WyYvWc/3H37ktrLkzZldnFg/X9jJM0W7ILx8G5PsKlequMrnqlOxLHq6uhw9elTlc2WSPlFauB8+fJhaDqUx0FdvjWKZUMFBqUub5jx/44nrtLlxme0yvxei3H/yQqExxXrKx2lgoE+vLh0pWawITj0G8NbrvdxZa5u8eTh95CAfPn5i8oyZCWP8LdbjC3Zpz8lD4tikxXvqzDm69OxDh649cO7ZW6F5UotBns8p/vbXbtykZPlKWFjbYl+xKo5tO/D+w0eOH9zHyiULE1iOclhlB8B9wWJaNGuCdW7pndZkFe2CIU2gq1CkyyvWIUawCyXak/O4y4qsFVbkEfCRYjHPUrHZyIss2fU/26b8ntK7aI/PsI7NcShRiHoO9jSPt+aqYskibJnmisf5GyzecVjqvsl9f2LPbWEqKAd5+NwVyrfuyc6jZxJk02cM7UXD6g4s2byHCm160qjncEa5ryAgKES4yTNFu2DEVtN75/1JsQHk+FsY6OtRs4I9hw8fUmyuTP56lBLuAQEBXLlyhSY1KwsVj3Co6KDUpHZ1lk0fx/JNOzl58RoArz1jstM21jlVMqesiEQiypYqSVBwMOgZKTTGpSsxC2Jz5cwplzBXVMDHF8ISiYT33h84fe48dhUqkyNfIZy6uGBhbs6yhfM4fvJ0incClCW+gA8PD+fug0eE/b5tHf+1h48eM2j4KBq1aMOr12/IYmbK3u1bePXoHs/u3aR2jepJxq5SqSKFCxUkOCSESePGSJ1fpaI9jQS6shlwWQR77NxCIYtlRl4Bn5KQXv7gJW0OX+Lix2+ER0UTLZbfcpfaHNL3Sf19KCra5UFRf7s0dLS1ubxuDkcXT0ZfL+GaK8caDvRv05gZ63clsaPEIu17lC93zHH9yt1HgsUJ8PDFG1oOGBf379YNamJuFvN5j52/Co/Tl2jbsBYWWczQ19PlzuMXlG3VnYNnLis/eaZoF5TDZy4CUKJQfsUHkeNv0qRmZS5fvkJAgOotXJmkP5RanHru3DmioqLSXzUZFR+Uendqw5jZi3jy8jUNa1bh7fsPiEQiShYpqNJ5U+PQidNs3rWPKePHYGtjo9AYFapUx9TUlDde3kgkEkQiEd+/f2f3nj00btQIW9uUO8LFF+8aEbJnh1at28CUGbPw8/ePey6fjQ1isZjVyxZjb1cSgKfPX2CTV7Vl2fadPM+QEWP47uODtrY2VStXYviQgaxcs56nz1/g9f49OayyM2xgf1wHD0RXVyfVTqgaGhqsXb6Et+88KVJIse+JXKJdDV50VS4qlVWwqyqOlKrMxBIrepNbtJr8fgnFsGOpwjz8GYiVZVbKbTtOtETCnGr2VMudHTNdnRT3VQRZLjpSu3hJTbSnRbZdFga0a8K6g6eYsHIr84f1kLpN4gWrFeyKUtG+OMNnLaVOxbKy1egmZlHr3hPnOX3tNk9fe6Kro4Ovnz+dHRswaYBLXIY9q6kJ04f2omfbpmhoaHD36UvevP/IlTuP2LDvKBGRkTx4/pr+HVvy6ZsvrQeNp7dTc7q2bEwFu6LydyrPFO2Cc+rSNao7lMXGWvqdVKFpWN2BQdMXcv78eVq0aKGWOTNJPygl3E+fPk2BvLnjMhJpjpoOSAGBQQQGBRP0u/yT7u9Fhl+++5I7R3a1xJCYE2cv0KZbH5o1bsTIYUMUGkOsY0i+fPlYvWoV7Tt0oE+fPmhoaLBz1y7Cw8Px9/NjwoQJco0nq3g/efosuXPlYsPq5djkyYOpqSm5cuaIe/3Hz58AKs0w+PsHMHTUGHbs3kuLZk3o37sXg4aP5PzFS7x754lEIqF1S0cqV3SgUf26aGvLdgKPxaF8uTjPe2JSy7bLLNpVJNhVXflFHqEeH3niUtYmkxyKCvhYilpmYYdTTA3vOvlzc+rNB0ZffoCRjjbtSuZnQk3p3xlFYpQFdYp2IbPtslDAOgcNK5XhzK2HKW4XX7yLRCKWThxG+dY9OXn1Fs1qpV6p69M3Hyo79eXzd1/KFCuEQ6liRERG8fjlW9xWbmZCv65UL29P1PNLSfYtV6II5UoUoX2Tuswc3odTV25x8OxlNuw7yoopw8lnnYMV2zxYs+sQujo6HFs7j6plS8pWljhTtKuEwrY2nL1yg8/fvpMzu6XiA8lYHjJf7pzkz5Ob06dP/3XCXUPPQI2/+8xykEk4efIEDSorf1IRBDUekM5cuQFAywa1AWheryb6errMWraOxVNHy9XESFl/e1hYOL1dR7Nz/yHq1q7J7q3/JalXnGoMiSwujo6OuLm5sWrVKgDGjx/PihUriFDA4ymLeL915y4Xr1yhl0s3GjeoL3Ub86xZKV+2DKs3bqZdpy7Jvkd5svzxCQ0NpXnb9rx4+YqNq1fQoV0bRCIRg/r1YeCwEbz/8IHVSxfRzbmTQuMrgzpFuzpLMyoq1kE9ccqSdY+PsgIeYJVjDcKjollx8wlLbzxmw90XNCyYh3K5FBMDQgp2+Hsz7bGEhoVz8OJNitjkTnXb+OK9dLFC2BXOz4zl/1HboQyGBikvFD599Tafvvnw6PBmihWwAWKqxjTuNYLc2WWvOmJiZEibhrVoWM0BX78Auo+dBcCSCUP5+M0H97XbqNN1MPZFC7J+5lhKFSmQ/GCZol1lDOzWgRMXrlC5hTN3ju7EImsWxQeTUbzXq1yOkydPKD5PJn8tCnvcPT09effOk7qVywsZj2Ko+YD01ecHOjralCpWGAATYyPGDOjB2h37GOe+RK2xrN2ynZ37D9GhXRtWLVmktGiPxXXYMF69fMmrly8Z7upKUFAQWc2FPSl7vfem3+Bh1GrYFLsSxZk8bnSyMYp1DHGbOYsbN24wZMgQPn2SvghIEZ+9WCymW+/+PH76jOMH99HRqS0ikYhTZ8+xffeeuO2uXLsu99iykFK2XSbRrqBfXWg/emrELjKVdbFpcqjz4kKRKjPyeOCloaulybAqpTjQqSEA7XaeYtq523LNLU8M+uamgoj2vwFNDQ10dbQJDv0lU/ne+N+1tW5jeOnpjfOo6anup/vbTmOTyyruuVdeHzh99TZzRvaT+zhtZGjAsbXzmDo4xt4zeMYizl67Q7VypQB48Pw1O46cpu3gCTj2G4PLGDfKtepBywFjWbHnGO980ncZ178du6KFuHZgK8Ehobiv2qj8gPomqeqaupXL8fbtO7y8vJSfL5O/CoWF+9mzZ9HQ0KBGBXsBw5ETGb7cquBXWBh6uroJvIXjBvbCbdQgFq7dwos3nmqL5cTZCzSsX5f/1qxMtlKJNORZTPrx0ydCQkIoUriwQjFKm2fVug0UL+vAkeMnmTF5Isc89mJgkLQzYfx9q1WrxrixY1m3fj2bN2+Wa76UOH/pMgePHGXjquWULW0PwInTZ2jRriPiaDGTfy8mvXX3nlzjyoJSol0Bwa4OkZ5YoCsr1GNRJm5V2WRSIrGIlldQmxv8qdT13/2XPPjim+rY8iLrhYksol3ebLu6bTIQI6jXTRzEx+8/mL5uF5FRqZd4jP3OlS1emHVuYzh09grnb6Z8LPD+8g19PV204919/eYbY/fT11OsAptIJCKnpQWW5lno1Kw+pYsVwtTYkI7N6jF7RD+a16mGx+lLHL1wjS0HT2JmYkRIeBSDJ83Grl5rRs1cwE//zMWMqiJ3juxUsC/Jw2cvhRs0VuNI0To1HUqjoaHB2bNnhZsvk78ChYX76dOnKVeiCGZp1WUzDW/7mRobERQckqQecM8OrZFIJDx5+VqmcZSxyXi+/0C7Hv04feEyVpby3UaXV9jGZretra3l2i+5Oddv2sKQEaPp5dKVFw9uM2xQ/ySiPbkLi7Fjx2JhYcHXr19lni81jp04hXnWrDg2axL33KGjxylYID/njseUjtPT02Pr+jVSY1S2LKZCyCHYVS3WhRbo0lAmdmVFuyoaD6Uk6mMf+fPlRE87RvhVzpeTIvlzKp3Nhz8Z9rQU7WmJU71qTOjhhNuG3ZTtPIyrD56luk/s9691g5pUtC9Ot9FurNt9mI9fv8dtExkZxaXbD3CduYTJS9bTom41tLX/CHfb31XHoqMVrwfv0roJHy7uZ5P7BFZNG8mBFbPZ7D6Rri0bERkZxcZZMVVqOjdvwKkd6zm1bTXPzh3ErmghFqzZjKV9DY6fv/I73kgiIiIFbRz4r+PUrAHR0WI8PyhYFjI14ol4MxNjypYozOnTp1UzVybpFoWEu1gs5vy5c9SulEZNl9LYq5crR3YkEgmLN2xL8LyZiTGmxkY8epGycBfrmSgl2iMiIqjRrA13HjxmlOsQxoxwlXlfRcSl4W9R/euXci3axTqGbNyxlwFDh9O3V3cWus/C0FC+uvBaWloM6N+fzVu28O3bt1Tnk4VGDerx4+dPjp38cwAMCgrCx8eXoqUrMHXmbLp36YxdyRIJ4pRnzoePHmOSPTemVtYUKGGP6+hxUreTCTlFuypQtVCPRR0WHllIq66h27s1ZVbz6uzp6YiZkr0y5BHrECPYVSnaVf3dSYlJvdpz4795mBkb0mToNDYcPI2/DDXSRSIRuxdPJ3+eXPSfOp8C9ZwYNnMxZVt2x6RsfWp3Gczu4+cY2aMjG2b++Y1/8/2JTa02ABTKp1hVrOCQUOyadkG3RC0K1W/PkBmL+P4jppP3xEVrqdN1MC5jY/pvbD10kgMnz7Hz4HE6Dx5DSGho3DjtB4zk6u37mBavTJYSVchRtja7DmV6pYWgdeN63Lz/mL1HT6l+Mn0TaletxPlz5zIvvv4xFBLuT58+xcfXl9o1qgkdT+qkgwU2DWtUwbV3F0bOmM/h0xfinheJRLRsWIcdB44RHBIqdV9lBLuffwB9XMdQqmYjvn734eDuHUyfNIF8Nnll2l/RjLCRUUxN+ODgYEKjJHEPeYiOjmbKlCn07dePnj16MH/hEiS6Rgplq3v27ElYWBjnL1xIdVtZxq1TswY1qlZh8vSZcXdRxo0cTvWqlSlYwJZlC+cxb9YMuWraJ2bVug1kszBncP8+fPj4iWs3bqY6jjKoQvCqS6yDcPELaZFJC/FeMV9OulYsIX/Jv9/Im12PJSP42VOjdGFbTiydSp0Kpeg3eyU5G3bFrv2gVDPwOS0tOLd5Cd+uHaZNg1qs2XWYIrZ5mT96INd3r8b74n6mD+2VINtuavznmJBfwZKBAcEhvPnd4Ofdh88s37afTiOmAlCvStK1Zu36jaDzkLHce/Kcn/6BOLdqSpH8+Rjeuys//QOIiIgkPCIC359+7Dt+RqGYMkmIkaEB9apV5MSFq2qZr3YVB777+PDkyRO1zJdJ+kChqjIXLlxAR0ebSmXsQE9PLTWjgXQh2iGmJrf7OFeOn7vC8fNXaFavZtxrg1w6su/4GYZNdWet+5S455UR7FFRUfj+9GP2ouXsOXSUNi0cmTphLCWKF5N5DGVsHLE2Fr+ghBcj8cW7gVbywuLdu3f07NWLGzduMH36dIa7uiosRADMzc3R1dXl5+8SkamRWmUbkUjE1InjqNmgCXs9DtKudUuKFinMzs0b4/ZXBolEwv6Dh+nXqwdTJozl5q076KWSPU3W3y7Db01Iwa7urKiQsavC1x4rgOWpNpMWKHqRIa9gV9YiEx3wI0287rEY6Omyz30sn31+cvzqHdYeOEXdARMZ2LYJo7q2JluW5D/HLKbGbJk7kfCICPRS6eOgp6tLbqtsNK5RKYGgl4dc2bPx9NgWJi1ex/X7TyhRyJYWdWOavbVuUBOv83sJC4/AytoGLU1Neo2ewo6Dx3lyxoMiBfIlGCsyMpJFU0ajoSFCS1OL1o3rKhRTJkkpnD8fe46cVMtclcrYoa2txcWLFylZsqRa5swk7VFYuJe3K/FnkY2M5YuUIp2I9vhUq1CGy7cSLlIqVawwLRvU5syVG0RGRqJprPhJ6fHzF5y5cIW1W7bz5p0XAEMH9mfOjKlyjaOs8BTpxgj30NDkxW+siE8s4CUSCfXq10dHR4dTp05RtUrqNZCTGzuWD97ehIeHY2SahdAoCeHh4UwaPw4fn+/s3LZV6hipifdKDhVo1KAeU9xm0aRFa/T1Uy73lhrx5/Px9cU/IIDSpewAKF+uDBs3b0tpd8XnFUj4qlOwq8IKo+rFqOlNwAtxN0Ddoj09kTNbVnq0qI9zk1os3nEYtw27We1xkk4Na1C/Ymlql7fDlKTvWSQSpSraY8mWxQz/wGCl4syXOydb5k6S+lpuq99rnfRjjtebF81k2fRxmEpZh6atrc3Abh2UiiUT6WhoiAgLl790siIY6OtTvlQJLly4wMCBA9Uyp7KI9A3Vd+xQIkGYnpFbuEskEi5fukTP9i0SvqBK8Z4ORTtA0YK2bNp7KK7DaCxOzRuxed9hXn3xo6gCwl0ikdCx9yD2HT6Gvr4etapWZtK4sWTLZkGt6vLZk5QR7XFi3CB14Z54H4lEwsUL51m9bAmfP3/m6JEjMov21Gw4e/fswsDAgIaNm/Di+TMG9O3Dg/sxF1APn7+kVFHp1W+kiff4n8/UaTOoUbMmDRo2ZM/u3WTPLkwzrUo1Y7JZtvls8P3xg0NHj1OnVg35B1LxxfHfLtbTgsSCWV1CXkjbTlrbYtI66x4fHW1tRnZpRXfHuqzZf5L1B0+z/uBpspgYMdK5Fc7tWpDD0gKIKQt84MxlosXRtKhbnVwp1Gf//sMPr89fqWD35y6pWCwmOPQXOtpaaGtpydZAKTXinStFIpFU0Z6Javnu+xNTYyO1zVfdoSwbdifVIZlkXOT2uL98+RIfX1+qVSiT9EVVCOx0KtoBLM2zEh4RwWtP77jnxHomBITH+KR1E7Url5XDJ8+w7/Axls2Zjo/3Ozz27MKpTStq16gu1w9TCNEOoKmpiaGhIZ8/fZZp3xPHj2GTOwetHZvx6csX1m3chEO1msn64+M/L4t3/taNG4jFYvr36UWtalUICQnh6MnTaGpqcvnixRTHSKkKTMmSJTl96hQfvL1x6d5d6QU/Yh1DIiIi+Pj7c8uZMwcVqtXCx8eXwf37ptotVe75FBTD6vatq1q0p0Xpx1jie8qFENeJxxNq3FgUFe0ZKdsuDXNTE8a6tOXNgTW82r+adnWrMmnVNqxrtKJm54EMdVtMkYYdGTpzMSPmLMemVhuGui0mLDxc6nhLt+zFLyCI1bsOYl29JS36j6F4485kLd8I07INyVuzNZOXrCcyUvGKM+n5XPkvUc6uOC/feRGupqx7tQpl+e7jw8uXApah/EcRi8VMnjyZXLlyYWBgQP369Xnz5k1ah5UEuYX7jRs3EIlEONgn46cS8uCRzg9EjWpVpWC+PDj2GISnT1Ccj335+v8wz5qFfHlkL58YGRnJuctX6TF4JO2696Nwwfz07N0HbW1thWJTVLQnJ56bNndky+b/iIyMTHlesZipkyZSokRJjp48zcWrN2jZuk2SCw5FF7kCLFq2nD79B/DD15f+gwZz4co1KlaqjJ6+PuFhYXHjK0LZsmVZvnw558+f5+RJ5X2Kv37FxLNkvjvPnr/g0+cvHNm/m/JlpVz4/kbmTqnxUEQMq7MqjLoy7Gkp2qWRnPCW9aEKYqvFZIp22bDJacnSUX3wPrqB/2aPR1tbiyPnr9KjbTM+Xz7IlysHmT2iL+v2HKZF/7GE/v7Nx6dlveoUsc1DVlMTalUsQ2RUNOVKFmHakJ5MH9KTVvVrMGftVsq37sHjV2/T4F1mIhRXbt+jeKH8Cifu5MXBPqba2c2bqi148C8wffp0Vq1axdq1a7l+/ToikYhGjRop1DVelchtlbl58yZFCuRT/S24dC7aIaZj6pH/ltPIuR81mrXh6M5NFC9SCC1NLX789JMpO/7dx5eJs+Zx8Pgpfvr5kzd3LmZOGE33Hj0Vvu2liGhPTej2HziIXTu2c+iAB63btkt2uy9fvvDq5Qs2bdtBxUqV5Y5DFrJnt2LSlGlJntfR1iE84k/GKzRKkuKi2eRo1KgRtra2nL9wgYYNGyoVq5GFFdktszF4+Cgcm8bUiS9SqKD8A6Vgk1FUtKuSjGKFyUiktSUmJWK/j+nFMiMNCzMTOtYsR2fHBkleG969A2VLFMGx3xia9R3NwRWzMDL805uiTPHCPDkqff1NLJ0dG1DZqS9D3ZZwdtNi+YL7C86X/wI7Dh5jx8HjzBk3TG1zmpmaUKSALTdv3qRr165qmzejERERwfz583F3d6dx48YA7Nq1i5w5c7J//37at2+fxhH+QYGM+/Xks+2xKNPRNI26oSpK/rzWXNr7HxbmWWnYtjM+vj+oWbUS2bNZpLjfyzfvOHPxMhUbOHLk5Fl6denIjZMHeXX7EsNcXTE1TV+fQYmSdpSv4MCxo0dS3E5LS/P3fxWrnKAM2a2yJ7HzKJJ5F4lEFMifn3fv3iUZS9ojtbHGjx4JwMEjRwFo0qoddRs35+jF61LtOFIrEKXwm1AkA6ppaq5SkaRhap4mmVllMskZFaE/E3V13U2vJHcHqWaF0hxbO497T19SvdMA7j59KTX7nhwV7IrRukFN/AMVsNAp0EU5E+H56hPzvXjr9UGt8zrYl+DGjRtqnTOj8eDBA4KCgqhdu3bcc2ZmZpQpU4ZLly6lYWRJkUu4h4WF8fjxE8qXKiHbDonb9aYkyP8ywR4fK0sLDm/fSFR0NANGTyB3Diu++/7AL1F7abFYzPNXb+g6YBglq9alsVNXclpl59aZw0wfO4IypUoq/RmosntngYIF+fgh5QOSrk5MhYWIZLye8hAaKZbrYZu/AG/f/Gl+FRISws8fPwiOiJZZwMeKcWsbW968fSuTQE9t7PadY7Ighr8zcDdu3ebW3Xu0dOqEY6fuMsUFpCrelRHwqhLysXGpW8THt4P8q0Jele9dHXdU1NGRVxmkCfgqZUpyefsKwsIjcGjTC5My9anZeSDHL90gMDj1xf0fv/r8qQ6jCJniPU0Z1tOZBZNGsmb7Xi7dvKu2ecuXKsGjR48IC5P9QvFfwc3NDVtb2wQPaXz8+BFI2iE+Z86ceHt7S9slzZArLfrs2TOio6MpVUx61Q6Z+EvFeWrkMtVjufsM2vccQGRkFBKJJK6Zz7HT5xg6bgrvP35CIpFgZmrC/OkTcShbmtIliyvsY1c3WbNmxc/PL8VtIiJjvGA6MpZIi09opFihuGIpXd4B9xlTefM6RrxXcShHVFQUvfv2Y5b7PLmy77ly5+LTJ9nbVqdky3F3dwcgJCSU4sWK8vTZc8J/X9icvngFsViMhkbCa2ixnolCXncNU3OlRJU08S6UaIov3tVtpUlOwKY3T7xQqONiRRzwQ60XZPG/h+nJUpP4cyhRyJZHhzdx7uY9Pn75ztIte2nWZxSmxkZULWvH0QvXqF2xLKc2Lkwy1ufvPtSumPz6F5n4FZhhz7N/AwO7dWDR+q14HD9DdQf1dJcvVaww0dHRPH/+nNKlS6tlToXR1lPf91MOu3Ho7+7Cuom0i56ensw9Y9SFXBn3R48eAVCicAGVBPO306ppI9q1aMrRU2cBmLVoGZUbtqCFc09yWGVnufsMDm5dz/sHNxjUy4UKZewTiHaJnnLrBpRZkCoLJqZm+P38mWK1lWdPnwJgYZF8abS4eRNlzJWlg3NXIiMjuXLtOk8ePyIqKqZCw9Url1m/dk2qC2vj4+vjQzYZ3kN8kl3Y26xZ3P8XLVyIBXNmxv07OjqaaQtXcPn6rST7JWuZSeWgJ3SWWxVZ+bTKxCcmcWb+b87Qp0X8abWWIb1l4hNn37W0tKhfpQLd2zTl9r513D+4kZ5tm/HNN0YAnLtxF5+f/knGyW6elY9fvysf0O/Mu1gs5ut3X+XHy0RmNDQ0sM5pxbsPsid+lCVWk8VqtEz+MH78eN69e5fgIY3Y3i3hidwCYWFhGBqqzsmgCHIJ98ePH2Ob1zrBoptM/qARFsj6xXOxL1kcgD0Hj2JibMTEEUM4d2AnPZ070KhuLfSldM289vA5h4+dULoEoSopU6YMP3/+4N7d5G8BLlowD7tSpShbrlyS14QW6on59uUrAHlsbHj6/AWmpmZUq1GD6OhoxowcTu3qVfDxke2k6OXlhU2+fKlvKIXE4t2hQgXatGkDQOWq1RnQpxdB3z/Rp6cLWlpazJy7gLqtOvDiddJqEsl23JXRWhZfIKdXIZ9eRHx8/hZBnx5iS+uFyOlZwEOMiC9ZKD9zRvbjxp41HFgxG4CmvUfywy+hnTIsPJzvUgS9IkQH+9G8+yByV6jLiBnzefziNe4rN6brc0xGoU3jepy6dI2nr9RTStDYyJB8eXLz+PFjtcyXEYm1yHz+nHCd3OfPn8mdO3dahJQscgv3EoXyqyqWDMG2vQd48PgpdWtU5f3DG5zYs5WJI4Ykaa7hHxDIs5ev2brHg469B1GzQRPadHTmvbd6F7XIQ41atcmVOzcb16+V+npgYCCXL16kZ+8+/IqSqFyoJyY8PMbfFxYWxsF9e6hZtx7b9x/h9JVbnLlwCS9PT7Zu3pTqOBEREbx49gybfAm9cPK8n1jxHpvlX7xoEYMGDsR1+HDKVanJgiXLmDZhPH16uAAxDas2btsldaxkxTvIfctR1UJeWdKjiI9PcoJencI5PYj1xKiz5GdypHcBH0vTWpW5vW8d7z5+xnnU9AQLWL/6/qRo/rxKz//V5wf1u7ty4sJVAE6cv0Ij536Mm7OYJRu24anGbPC/SOdWTcluYY5j98HceqAeMV2ycIHMjLsSlCpVChMTEy5cuBD3nL+/P/fu3aNaNfkaX6oauYT7q1cvKWRro6JQMgbWFjG1l7/5+CbJbPz46cfydZto1bU3OYuXw75GA7oPGs4bL29s89mgpaWFVXbFFiapclFqLJqamvQfEFMW0vv9+ySv+/r4AGCV20blsUijeEk7TExMWThnJm/fvKajc7e41woWL0X9xk3ZuX07weFRyS5w9f78jZaOzfj48QP1mzRPUainJuC37tyNiakpX79+JWvWrMycGWORefz0KZNnzGLY6DEsX/3nIujM5euKvXElFnYnFvLKCmdV2WnSq5CPT0qiXh6hr+h+6QF11+2XRnoT8NIoXawQ2+dP4dSVWzTuNYKoqCgiI6Pw9QtAR8E1Tyev3KKSUx/MKzSmWOPOvHz3nuIFYu4avnjrGVetZvj0eRSr7ciOg8dkHlsikfDp6ze57Ib/MllMTTi0YSlBIaFUbuHMiBnzCQtTvmBDShS0zcvr169UOkdGRldXl4EDBzJ69GgOHTrEo0ePcHJywtramlatWqV1eAmQeXFqWFgY3t4fKGSrfDYgI9OgRmW2rV5Kpz6DWLF+M6G/fnH6wmVev/Pk89dvaGpqUq1ieaaPHUHFcqXJlzcPOWwK0G/wMO7ef4CeXlIbTXqio3MXJk0Yx4Xz5+jSzSXBa2+9YlZeZ7VIuRSmqrh+5TKBgQH4+vhgY5ufSlUTXiV37dGLlo3q4TqgL00cW1C3QaO4WvlisZidWzcxc+pkNDU12OFxmAoVZatDHxopxkA70eJSsZghA/sDcP/JMxpZWSVZ2Lt9194E/65UsQISPWOpHVVlWqwaK94FqiyRWCzLI8ZixbuQAkqZeNIj6V2EK0viv4+6L77SS2342M8h8fuvV6U89atW4NSVW9x6/JxK9iUoV7IIJy7dYMbQXkkWrKfE4fNXaT1wPHlyWGKTy4pGNSoxoGNLvv/0p2zLmMpVvTu1oX8XJwCmLlyJ85BxXLh+m6xmZnz+9p2alcrTra0j9548Z+bStQQEBfPO+yPen75gnsWMH37+dHBsxJbFswT6ZDI2dkUL8fHWaZZv2snYOYt57fmeg+uXqGy+Qvny4u39gfDw8CQLLDORjWnTphEVFUXPnj359esX1atX5+TJk+joqKeZlqzILNzfvXuHRCKhYL5M4Z4arZs1Yv+RxgybMBUDfX1qV69Cl/ZtsM1jTaO6tbCMV+NdomdMQEAgu/d74OLcOQ2jlg0TExNK2Zfm6uVLccI9NFLM3ds3ad+yKQCW2bOnSWwfP8RcOHz+9JHhY8YnaWBVrkJFRk+YzI4tm9i3ewc9+w1g0vSYk9AY18Hs2LKJth06MX7KdMzlXZiaSLyvXL40bpV61qxZgZjFLxoaGhjo6xMcElMaLm+ePLz39sYyWzaWzo+pPqOUeIeE2XcBy8MpIpxVIeCTi0fWmDJJG5L726ha0KeXajTSqvAM7tKWU1duse3gKfwDg5k7agC1nAcxc9UWJvSXvZnO1oMnKVOsEFd3rkxgy/SJ56GfMXIgBr8X4C2bPo6nL99y7NwV9HR1yGpmyjaPo2zae4jX797zzfcH7Zs35ML12wD8+F19yfvzV0Xf/j+JtrY2Q3s6Y5E1C91cJ+Bx4iwtG9ZRyVwF8+VFLBbz7t07ihYtqpI5MjqamprMmTOHOXPmpHUoKSLzJf3btzEL5/LnTV8m/fSIhoYG29csxevBdb4+v8f+TWuYOtqVrh3aJhDtsRw7eYrg4BCG/s7Qqht5u4s6VKzI7dt/qqDoacL4ka4ULlqMPDb5mDxmVJrcUo2tYRsVFUWT5i2kbjNw2Aiu3nvMwGEjWLdyOS9fPGfm1Ins2LKJBctWsWDZKrlFeyyxtplTJ04wafw4AHbs3kdJu1KERknQ0DNk3bp1caIdYO68ebRu6YiGSMTmbTvi7FUSPWOpVYbEeiYJHqkirZeCrL0VUkEeK4uq68UnF9PfYrP5l4lvr1G1zSatq9Ekfm/lShTG3MyU1bsO0rzvaD5/82Xq4B5MWbqeZVsS3pG7fOchvcbPZqjbYp698fozpljMrUfPKFbAJslaqv/2/7HDbNy2M+7/TU2MuXdiNx9uneb15aPcPLydbUtmY5HFjFLFCnPn6E62LpnN/RN7MDSIEfsikSjz/K8gbZvUp1GtqrTtO5z5a1JfZ6UIBWxiFle+eaOeBbGZpB0yZ9zfv3+Pjo42Vql0BP3XiRVTIpGInFayZZ73ehykQrmy5M6VU5WhCUa58hVYuXwZPj7fMTe3YPN/G3n6+BEOlarw8vkzvL08yWpuzpSZ6r1qPXX8KCKRCIlEQue2Ldm6x4N8+aWXLvX7+QOLbNlYPHc2Rw56MNltNm07dFI6hn37PejdLebOyaSp06jfsGGC120LFYn7/z69e1OpYkUuXrzI1+/f6TVgMLq6uji1+eOnixXv0jLwkHThqiK132UW76lk7+Wp067KevHSSMsa8oqirhrz6dGyow6bTVpl4uNbZyyymPHw0H90G+PGmWt36DRiKp2bN2DOyH64zl7G7hPnmT6kF6t2eOBx5hJRUdEALNu6jz5OjiyeMIReE+bw4ct3clgmPTc3rlGJJZv3ADGlJlOq8e7UvCFOzRMer0oWKcin22d5+/4D492XsM3jGNOGDyR3jrS5q/q3oqurw6ENSxnvvpTRMxdSOH8+mtapLugcVtks0NbWSnfNghIj0dKVLekkCPIlJf8WZM64e3t7kzuHlVy+u3RJbGtoWR5q4M27dxw7eQrnju3VMl9yyJN1r1CxEhoaGixdtJAd27cyfOhgKlSqTI5cuTDLkoWR4yaxecNaPngnXcCqKsLDw7l0/iy9+g9k2qy5BPj7s3vHtmS3L1i4CL4+Ppw9fZLF6zfToWc/QqLEcQ9FePv6VZxoHzFqDIOHuibZpqRdKdznLyB3rlxERUczdNgwVqxYQa5cubC0tOTOo6dSx04uA5+YxBl5uTP0KSFHpl6RbHfirLyqxFR6y8RH+PlLfaT1/GkZU2JUnY1Pi0x87HuxymbOifULiHp+ieHdO7D10EkaVHWgkn1xrt17TJ2ug7l89xGV7P90LK9UugRr9xymklNfthw8yeppo5g+pGeSOepUKkvf9i1o36QudSolLdErC0aGBpQqVphNC92Ijo6mkmNnjpxNXy3g/wZEIhEzRg6kQY0qjHZbIPj4Ghoa5M5hle6FeybKI1fGPW+uHKqMRXWk4zbQi5atxMLcHOcOTmkdiszkzJmTGTNnM27MKACaNndk5catNKxZhTr1GtKzb39WLV3E7u1bGT5mvFpi+vwxpozmmuVLOX/9Dk8eP+TU8aOMnjA5wXaxorx5e2dev3lL285dKFK8ZJLxYrcz1JL9QvXS+XMALFqxhtZOHZJ47AEOeuxn3pzZ+Pr6sn79ejQ0NJg3bx79+/WjUePGfPz4Ma5CkEZE0hbp0sR7ctl4acgi3mXO2icW78n8zpTJdicW70ILq7TOxP9tnVtljVeVWXxVZ+PVuag1se/d2bEBq3cewN6xGwClihagY9N6XL33mENnrzDTtQ8/AwKZt34Hs4b3xS8wCFcXJzo0rSd1fJFIxLLJiRIICnZWNc9ihmvvLly6cYcWPQbTokFt1rpPIYtpZpdWWdHQ0KBb2+Z0GDia9x8/kze3sHfZ8+bKwXspFd8yyVjILNw/fPCmQA7FShWmGcoKdhW3jv74+Qubtm5n4piRcV27FEUjIkTpkpAGWiKZu6j27tefDx+8efr0CXPmzQfgV2goFpbZMDA0pGHTZhw7fFBtwt06r03c//fo3J427TvisWcX0dHRaGpqJsmiGxgaMnHW3FTHDYkSyyzeu/ToRfvOXdA3iGlQlnjBanBwMMOGDCLA35/8+Qvw9u0bli1diouLC1FRUWTPnh1PT8+47VMS8PFRVswnJiVxn6Kol2FRrLKVYVRpsYmNTV0C/m8T7fKQ3HtThaBPrmqLsqhLwMePv0QhWzzP7WXK0vWER0Ry7OJ1Rs9dGbdtk5qVkUgkzFu/g6ymJozs2VGxSRU8t7mPc0UikbDnyCkGTpxJi55DOLFlJfrpvBpaeqJhzaqYZzGj37gZHFi3GB0dxcp/SiN3juy8+5CZcc/oyJxO/Pr1K1aWii3aUztqtLrER14rwtylqzAyNKRfr6S3ONM7IpGIGbPm4HHoKFZWMXdiDI2MCQ6KEYxmWbIQGBCgti59WlpaXLv/hFOXb/D16xfu3r5JZGQkc91n880/IPUBUkAW60xgYAA7tmzi/XuvBM/Hr/V+/OgRAvz9AfD+bSNauHgJn31+YpUjB7t27SIwMOn3VqxjGPeQlVhrjSwPeZDZeqNCS01ihLbVqMNCk5FFe0qo0nqjKjuNuuwzsbFnMTVm8YShrJo2kgtblyXYJiIykhKFbGlYzYG9J8/z5JX09u2qRCQS0a5ZAw5vXMa1Ow+YNH+F2mP4mzE2MmT7sjlcvHGH6m26cunmXcHOk1bZLPj6NbPyT0ZHJuEukUj4+vUbVtn+nNDCwsLx+vAJzw+feOPlza+wsBRGUAOq8qar6ALgrdd71m/bxZABfTE2NlLJHIogb4WZ+JhlyYK3lxcSiYTPHz+SI2dOqXYRVWGdJy9FixWnTv2GPHr4kDYdnVk+bza1Shfn5dMnSo2dmvd99LDBjB0+hFaN6vH65Yskr4dGiileogTZraxYuGQZX3/4Y2pmRv0GDdj03wZCfleasbOzSzGO+CJeXjGfHMqIerlEfCooWwlGFR1cVcG/KtqloSohL7SAV6f/PX7sttY58blxlG3zJuN5bg+lixUCYNv8yXz+5kPfyanfNUwWJc9tDqVLUqJwARau3YzbUundtDORTp0qDpzduY6oqGhqO/Vg+PR5goh3q2zmfP36VW0Js0zSBpmsMkFBQfz69YvIqChGz1rIifNXeP7GE7H4j5DJn9eay/s2YWmRVWXBZiRGT52FpYU5g/r1SetQBMFAW4MWrdsyfFA/6lQuz+tXL5kwzS1NYhk1bRbNalTEyMSUY1duM6JfDzq3aMzq7XsoU95BqbGlWWcO7t/LkQP7meG+gMXzZrN4vjsLl69GO1EHRJtCxXj26m3cvytXqcrBAx60bN0m7rkmji3j7EqyXkTJKt5Ts9xIQx4bTnzxLtVSI2d9eWWsK5qm5koLLaGEX3oU6r9+JLwLpW9umkaRJCT+ZyWErSb+31CICzF1VqKJ9b9nMTXGqUnC2t+mxkYM7eZE74nuBIWEYmxooNgkStpBL+zewNzV/zF5/nLevf9A1QplePziNb4//ciXJzcNalTGwb5kkjKVmUDFMnbcPLydZf/tYPj0efzw82fJ1DGYmsh3FzQ+VtksCA39RXBwMMbGio+TSfpGJuH+/ft3AMbMWoSlRVaa1K7O4O6dsM4ZU2UmMjKKXqOm0GnwGE5vX6PSgNWOjAc1eWwy5y5f5dDxU2xeuQhDQ+UzpumFlm2dOHH0MKZmZkycMYtadaQvmFIWn+/fWb5oPvoGBuS1sSFvvvyUtCuF0e8DVTbL7OS1scXvhy+2BQuxbqcHA106MbBrRw6cv4pldivBYtm7czsjBvenZRsnunTvyfdvX1ky350bV6/QrWdv+g9xTVCJKdY2Y6CtwZRpMxjUvy9LFy1EU1OTvQcOUb1GzT/byingU0OawFdEzCuNHJk+RcSzMoL9bxbricW4KvdVh9BXlYgX6k5KdMAPtYl3aURFRyORSPjhH6C4cIc/v0cFBLypiTEzRg7CKpsF7is3sGnvIQAqlS3F8fNXcFuyhlxWlrR3bMTY/j0wy1zImgBNTU2G9OiMRdYsDJw4kyu37nFg/RJKFimY7D4SiQSxWJzkYkgikfDibcwaqW/fvqVb4S7R0pPboqkwGbMaJCKJDPdUbty4QaVKlZgzbhiDXTomySQC7D58ko6DRvPq0hFs8/xp0uDz4ye6OjqYqNoOoipPuwwHM3lEe2BQEBXqNiOHlSXnDuwSdPGrELaJWGRdpJpkv0jFSinKw9lTJ+jWoS1AXN126zx5OXr2Ilmyxpzkqpa3p6R9GeatXAfAT19fGlUtR2PHVkyeo1wpLkMtDcLCwhg7fAh7d27HqZMzcxYujTuQ7t6+leGD+gHw5N0HTE3Nkh1LX0vE4YMHiIyMpHXbdinOK5SAl4a8Aj61xa8pLmKV4beqTsH+t4l1ZQS6OlC1qBdygatQIl7VAl5anBv2HqH3RHd8bx7FTIksbQKUPB/5/PhJeEQkuXNkJzo6mhv3H7Hz4HG2HThGruyWHN64FBvrXMLEmsHw+vCJNn1ceffhEzuWudOgRuW4167cvs+qLbt4+OwVr728iYqKopxdMQrY5KFahbLYWOdixeadHP1dpvPGjRs4OCh3d1kVmJiYMGH0SIYO7KeW+Sys8zFlylRcXZOWZv6bkcnj/uNHzImtg2MjqaIdoHHtamQ1M2X0zIVcunkX16nuNO02gBxla9PQWT1/JMERuKKMRCJhwKgJ+Pz4yfol89Tq/85IlCxVGmNjE+o1bMzLD984cuYiQUGBDO3fO86+1b5rd44d2EdwUIxIzGphgZOzCycOH1BqbkMtDSQSCSMG9+fwgf0sXL6auYuXx4l2iUTCk0cPAXDp1TdF0Q7wK0pC8xYtUxXtEHMxFfsQGiEv+lJE4AtsRetvC7GQUR01zn/9CEjySO+oOl4hP3OhvPCq9r9Li7FK2Zj1MDcfPRduIiV/n9nMs8Y1Z9LU1KRKudIsnT6O6we2Eh4RQeWWznz97itEpBkOG+tcnNu1Hgf7kjTp2p+Gzn1xX7mRyi2cqdnWhUfPX1GrcnnmTxzB8hnjsc1jjdfHzwyePJsmXfvz6p0Xq2ZNBP5otkwyJjJZZWK/BOZmZsluY2RowLLp4+g4aDQeJ85iZmJM0YK2FLa14daDxxw+c5FmdWsIEnR6Qp5s+7otO9jlcZhNKxZimzePCqNKOwy0NVSedbfMnp0lq9fRvZMTyxbOY+S4iSxZvZ6uTq2ZOHoEM9znU7FCBcRiMR/ee1G0RMwJzixrVsJCfyk9/8Y1qzi4bw8rN2ymqWPLBK/NmT6FjWtX4VC5ChOnz5RpvPj2GVkR2kYDMeJdCOuMQt1b48chowhSRCwpK9JUmVX/G0S5Ikh7X0Jl5YWy0whho1F1+cjEtpmPX30A8PnhJ+xEKiiDXDi/DVf2b6ZAtcYUrtmMp2cPZHZflYKJsRFHNy3H48RZ3JasZcrCFVQtXwaPdYtpUrtaAttln84xd52/+/7k87fvlCpWmPDwCPqOnY6vb+bFUUZGJuHu5+eHvp4euro6KW7XrlkDKpUtxU//AArZ5kVfT4/IyEiqt3GhVa+hXPXYTAX7pM1ukkUe752+ibDZPIEtMldv3mbo+Kn0c3GmQyvHuOdFYUHq83upCXWI97oNGjF6wmRmT59CSEgIk2fMYs7CJYwaOgixOJpREyaTxdycRbOms2rrbkQiER/fe5E9p3INL65fvcL0SePo0XdAEtH++uULVi9fwrBRYxk2aqzcd1SUEfAgjIiXtXa8qpBFWCuSXVcGVYj1jCrSZUUVi2OFEPFCCXh1iPcCeWIsJ9fuP6azYwNhJ1KBeLe0yMrp7Wup074nS//bzpyxwwQdP6OgoaFB68b1aN1YtjVilhZZ44qC6Onpoq+nh//vssOZZExkEu6BgYEye9Stc1phnfPP4j9tbW2u7N9E8TotWLl5l3zCPYPw/sMn2vccQMWypZk3bUJah5NhGDB0OIaGRkwcM4JyFRzo4NwNkYYGY4YNRiTSwH3hUnp16cjDu3ewL1eeXNZ5+K5AjdtvXz6zbcNaHty5zaP7d3CoVIXxU6Yn2e7ksSNER0fTqWt3pWxQ8S960krEp5Z9l+gZy9/kKZULa6FFu7I2GCH514V6aggt5JUV8coKeFVn3yMjo1i6dS/6erqM7tVZJXMos2g1ORxKl6Rrm+bsP3aG2WOGZtpFVYCxkaHUfiCZZBxkUgWBgYGYGCnugdXU1ERPVxc9XV3FBlB3MyUBs+2Pnj2nRrM2GOjrs2PtsmTXCGQ05BGcytCtVx9q1K7LXLdp/PzhS/tOXXCbu4AtG9cRFBSEqZkZk0YMwevdWwoWKUZoSDCb16xMfeB49OrQhl2bN5DNwhzXUWNZs3mb1L9ja6eOGBubMGvqJKHeXoIGTnLtF88Pr6gnXqg68TLNlYrIlsfHrqhvWUjv9N/mS09vCPnZKfM3VdYDr4r675GRUVR26sOi/3YzokcH8uYSrkqWVAQ+/zo2qIXnh088fPZS0HEzicEkU7hneGQW7sZKCHefHz95+uotDqUVsMmoExkbxciKx9ET1HZ0wjKbBReP7MUym4VgY6saVVYwEZoJ09wICPCnSZ0avH75go5dXGjZxgnXAX0I8PfH690bWtWtBkDL9p3YsHIp0dHRyY4nFouZ6DqISSOGcPzgfl49f8qk2fNZtXEL/QYPw8REejYwR86ctHfuwqnjR+WK/1doaIJ/jxjcn9qVyhEa8ifjraiAj9tfCSEvj3hP1t+ewu9ZFtEuC8oKdiFIj0I97Eeg3I/0RHoR8MogpHg/f/4i95+/Zs30UUwa4CLYuCki4Pm4ZsXymJkYM3vFer77/hRs3ExiMDE2yhTuGRyZhHtYWBj6imbLgePnryCRSGhYs6rsO8UX0LKKaWVEt4CCPSwsnMFjJuHUoz91qlflrMcOrCyzCTZ+JgkpUrQYR89eQltHmxmTxyMSiXBfvIxlazcyxX0BJqZmSCQS+jk78e3LZ75+/sSzRw+SHW/FAnf2bt/CySMHGdbbhfyFClO5eq0UO6fGoqenT0hIMHt2bIt7zvPdW3Zv30pIcHCCbSMjIxk1dCCFrLPHVaIJCwtj17YtvH71kqrl7Pj65UuCfZQV8HHjqKg6TVqhqLAS0hKT3gR7JsKSXsR7v1krAKhoX+KvtJro6GgzcUgfDp++iNvSDNb3JR2gp6tDWFp3sk8BiZaO1A7gqnhk1ELuMnncIyIi0NaWaVOp3H38DED+rqoCL44Rap6UbDI+vj9o3qk7T168ZOnsafTu2inFg6tQC1PVVs4vnZIrtzX9Bg1l9LDBfPn0CZPsOajbvBUAVWvWoVX9GmTPkZNrF89jljUrWS2Sv5Dau20zHbr1YPjEqfz08SF3Xpu4v6G0zqnxqVW3Hps3rMV1YF+0dXQoUqw4HVo2xdfHh0ljRlKgUGGympuja2CA19u3vHj6GIAwsYSQKDEPHz4CoHO3Hmz9bz2PHtzDKkeTJPMospA1PSJEtj09iPb0jJ65SbrLomciP888PzB++Rbef/WhQ9O6FCtgo77JBT4XD+janrXb9xEYFJz6xpnIhbaWFhEREWkdRiYqRKazfmRkJDpKeLM1NTTIbmGunuyAusS+FD58+kxNx3Z8/PyFS4f30qdb578yI/K30rh5CzQ0NDh24liC53PntWHEhKl4vX1D7yHDufzoFbmspZfjjIqK4vvXLxQuVgJDQyOsbfIl+RuGRImlPnwCgujWoS1aWtqUdahEhFhCvaoO+Pr4YJO/ACEhwTy8f5fzZ05x4tCBONE+dMyEuJKVxqYxNpzzZ08DoK2TciUnZTLwf5MdSmgyF5+mTKbQVw3KZN1X7jnG0Su32TZvMpvdJwoYlfoZP3cpL9950bWtY+obZyIXOtraREZGpnUYmagQmYW7lpZm6hsmw9U7D6hVubz6RGwaiPdfv8Jo3a0P4WHhXDyyl9J2JdQew79MSJQYLUMTKlarwZolC/n6+VOC19t06kK/YSNZs3g+OzauS3YckUiEpqYmUVFRcsdw+fwZAvz92XHkFNsOnUgwRrbsVtRu0JjGjq2o07AJFtksyZ4jJ936DqTX4D9d3Wxs8wPw6YM3ADlt8iex6AQHBeHr45PgOXV0rFU3qsq2/yuZ9kzSJwr1HxCLufboBfWrVsCpSZ2/OiEkkUjY7nEMiUTCuh37GOm2gH3HTqd1WBkGbW2tTOGuQubNm4etrS36+vqUK1eO8+fPJ3j93LlzlCtXDn19fQoWLMiWLVsEj0Em4a6hoRHXkVJeXr17z93Hz2hUq5pC+yuMGsV7bEfUl2/esnfTGpmbK2W0+u3xUYeQjJ/tjsVt4TIQiejergXBwX/KFWpoaFCkRMzi6LIVKyU7pqamJtY2+VL0wCeH5PdvxCxrjCXs4umTQEwX1837jzB22kzqNGpCVgsLatStz7m7Txgz1S2u62psnNlzxNSanzR7Hrnz2gDwPSCQs+fPs3zRfKqULUnpIrY0rl2debNmEBgYk+0Vyv+uDPL0NhCiY6W8/Ks12fXM0+5OZEYiLb6zANceveDxGy/VlX5MCYHPpSKRiH1rFtC+eUM+f/Nhx4FjdBk6nvYDRjLSbQHX7z5UWG9kAtHR4gSNmjIRjhkzZjB58mSmT5/Oo0ePqFChAs2aNcPT0xOAFy9e0KRJExo3bsyDBw/o06cPLi4unD17VtA4ZPrramtrExkpfwYSYM/RU+jq6NCqUR2F9v8bOHH2Alv37GflvJnYlyiW1uFkWBJbU6RhlTMX63d58OG9F9s3rE3wWmRETBbCbfxovn35nOw8zVu349C+3XFZb1n48ukj65YvxtDIGC0tbaKiorhyIebHumvzRrq1bkY9B3uG9+3Bnq2b2LdjK2Fh0ru4Lt+0HYDb167GPdenY1u6tWnOkvlzcahSnQXLVpEvf34Wz5vDXLeENeVVId6lraGQ+cJTgYoUqvS2Z5JJWiNP1j08IhLniQswMzakatmM0Qelgn1Jti6Zzbld65kwuDfhERFcuXWfbR5HqNa6KyXqtmTpxu0EBMrZKyITIqOi/pmy0+okJCSE2bNn4+7uTqdOnShYsCBLly4lf/78XLlyBYCFCxdSqlQppk2bRuHChRkxYgTt2rVj7ty5gsYik3DX0dEhUgHrABDThjcigos37iq0v1KoIev+9bsP0+ctxq54UTq2bqHy+f41UhPq0siXvwBtOjqzcdUyQkL+LH5q2qoNWw8e596tGyyZ45bs/p179cUsS1Za168hs3jv3aENP3192XLgKPoGBrx4+pjAgAC2HTpBI8dW3Lp2hWJ2pdDU1MTI2ISpcxdhaGhEcLg4wQOgRKnSnL3zmLkr/1h6mrZqA4C2jjYFixajcdsOLF+7kU5dXbh141qCWPz8fjJ16lSGDR6I27SpfPCW/QJEXWRm2zP515FVvItE8Nn3J92b101wdy6jYFesENUdynLtwBY+3DzN6e1rsS9WhJFuC8hTsT5nr95M6xD/KiIjo9BJZW1UJvJz+fJlQkND6dChQ9xzmpqaPHz4EGdn57htateunWC/2rVrc/nyZSQS4aq4ySzcIxT0TDWpXY2qFcoweuYCwsPTYKVzauJdCXH/1us99jUa8P7DJ5a7z5Br3/Ruk1GmVKAQGV95xXpieg0aRnBgIFvXrU7wfLmKlXHpN5BTRw9z9eI5wn4lzXobGRmz9+R5/H/+5O7N6zLN9/nTR5x79aVYyVIAvH0V01ykUNFizF2xlsnuC3j26CEOVauz68w1mjh1jRPq8YkV8KaWudHS+lPJqX3XHmz2OEr9po4smePGiH49ad/akUMe+3n7+lVcXfp9u3ZQo0JpNqxeyaNHj9mwbi1lS5Vg2OCBvHr1UpBb0GKxWNCDkEIxyCn8M33tmQiFkBedMt1ZEkvQ1tLk9ksvth48KdjcMqGG5Fflsvac27WePLlyoKmpSa3K5dm+bA7vrh6jfKkSdBs2gbfvP/Do+as0P+78DURGRWZm3OPh5uaGra1tgocivHr1iixZsvDo0SOqVq2KpaUlNWvW5Nq1P4mzjx8/Ym1tnWC/nDlzEhoayo8fwh03ZBLuRkZGhIQqVhdUJBKxcNIoXnt5M2bWQoXGUJhfgSpr5PT6nSdlajVCR1ubBxdP4FC2tErmkYWMVgpSGcEeS87c1nR06cWqhfOSZM17DRyGvoEBPdq1pGvrZlIXombPkRPTLFl49/oVkZGRUgV+rMgO/BVFZGQEWloxB0uJRMLmtSspVbY8unr6bFqzgotnz5InX378/QMwz5Y91fhvXbnIf+vWsm3zZk4cO86v0FAqVK7K+BlzADiyfw9XL5wjKDCA8PBwXr14ztVLFxnavzfVa9Xh4q37HD59nhsPnzFl+gyOHDpEpXJlKFogH0MG9ufx77rx8hIREUGxMg7oZbHk8tVrqe+QSbpBHp97pic+eTRMzdU6X0hYGEb6ely+85BuY9z46vNvWMRyZrekYc0qfPnuQ+EazSjTqB35Kjdk8KRZHD5zkRMXrnLo1HneeKW/O4ppSXDIL4yN029iMFIsSdIQUFUPeS7zvLy8EIlEyT4CAwP59esXvXv3xtXVlePHj1OoUCFq167N8+fPAQgNDUU3Uc8jPT09AEFr68tUnN3ExITAYMXrrZYuUYS544czZPJsihbMT+9ObRQeSybU0HX11r2H/PoVxoWDu8lmId+BXMhsuypEe0ZpzDNo1FhOHT3E4B7ObD1wHH0DAwCyWlhw5vYjbl+/Qq/2rfHYuY22nbsm2T9f/oKsWjSPVYvmoa9vwOAx47lz8xaaWpo49x6ETYGC6BsY8sHrHRHh4eTIW4DgcDFRkZG8fvEcR6fO7NiyBfcpEwBYvs2DAZ1asm/rBpy69U4w17njh1m/dB6aGpq0ce7OtJGDksSzYvNOclnniat8M2vxSszMszJ+6EBaN22Inp4elapWY8mqdXGLkwyNjOjWZyBtOnbl6f3bnD93lkMHD7B18yaqVq9O9x69qN+wEfr6+qmWhxTrGPIrIJAfP2OEQ90mjgwd2J8544cnqHIh1jNJ2EFV3yTJbzJW/CSXvdQ0NU8xG5na/onRyWIGCJ951zePKd/5t1hm/kZBHvsZC0Hs9+BvwtzUhCvr3SnWtj8A+nqKN0P82yhfqgSdWzWlaZ3qmJmacOTMRQ6eOs+KzbvittHW1mLcwF6M7tcdHZ3MTHNgcAgmJn/f71xVjB8/HldX11S3y5UrV5wAl8bBgwf59esXixcvplGjRgCsXr2aa9eusWzZMpYvX46+vj7h4eEJ9osV7IaGwmk1mYV7UHBI6humQP8uTrzxfM+ACW4Y6OvRuVVTpcaTiryCXYnbgGs2baNksSJyl31M76JdWZS1yQiRbY/FyNiEFZt30KlZQya4DmL+qvVxr+no6FC+UlVEIhHR4mip+6/csotH9+7g8+0rOzb/x5zJ4ylSohQ+375y6tB+LK1yMm72QoZ2cwKgqJ09AFra2tRv1oo9m9djaZUzbjyrXLnR1tHhyf07SYS755uXvHwS03xp/ZJ5UuPp36U9t9//ZNP+I3Rp2YStG9bw+eMHhowez91bN7hy7gzTFy6XWlHAyNgYh+q1cahem0lTp3Pk0EFWLl9G967OGBoZ0aRpM3r06kO58uWB5Gu8G2fLwZd3r1i9fiOuo8exaNkKfoX9Ysn0CSmXqJMi3iFGgKck3iFlO0GmgM+4CCnYQRjRLnS2XVOG8aKjo1m26wgAW+dNwtTYSNAY0jM1KpajRsVycf+uW7UiCyePwvvTFzQ0NNDS0mTF5l3MWLIGj+NnObhhCdY5rdIw4rQnKDg4U7grgLa2NkWKFEn29Xv37gFQsuSfBeIikYhixYrFVZWxtrbm8+eEhS8+f/6MkZERpqbCHc9kssqYmJgQEBSslL9MJBIxf9JIXNq1oMfIyVy6KeBiVRVaYqTxzceH67fvMnJQX7XNmRhVifa09LYLKdpjKVrCjqnzFnPUYy87/luX4Dv88b0X0dHR2NgWkLpvlqxZKVutLg3bdGb51n0cuHyfrccusP/ibVbtOkxIcFCcaAcwNcsS9/8jps4mVx4bvn+N+RFr6+jQs3UjatRrzHGPPXi9fZ1grvYufejUawDtXfowwX0JZx684cDl+1x44sXeczexK1sBIxMToiIjKVa2MrYFi/Dw7m0kYjETXAchjo5m495DWGSzTHV9QIREg/rNWnLy7Hlu3XvIoMFDuXvnDk0a1OW/DTEXN4lvOcZHw8AUI0NDrHPnBmD1uo2cv5XQeiO1LGQyF8qpiSFZxI2Gqblcokoni1ncQ0j0zU0FF5z/GkJ/hkL9ndVtkYll2rpdrPY4wcqpI2jfpG6axJCeEIlE5M2dE+ucVuSwzMb0EQO5eWgbgcHB1O/Um6/ffdM6xDRDIpFkZtxVRLVq1RCJRNy4cSPuOYlEwtOnTylQIEZDVK9enQsXLiTY7+zZs1SpUkXQEp0yjZQ1a1aio6OVbk+soaHBCrfxVClnT+fBY/ju+1Op8ZQS7Epk2weMmoiBvj41KleUaz+hsu3pUbSnZ5q2akP7rt2ZOno4rr1d8PeL+d75+nwHwNIqR5J94ld5ATAyMY2rqW5oZEy5SlVZtHEny7bu4/xjLw5fSyhcjYxNqFzrz0m2W/9h+P3w5czRAwCM7OWcYHtDI2OGTZzBiKmzKV+lOmZZzcmd1wYjE1NsChRig8dJLjx5H9dJdeaK9UyYs5gDV+4za8lKzp44RtPqDlQqasucKePx+f4t1Yo8oZFicuS1ZeSYsVy7dYeuLj0YPnQwq1euSLrt7+/Gly9fkEgkXL5xmw8fP8a9/ubdOyR6xgnWC8gr3lMSRpqm5ioR8CCcsItPpoCXj9jPKz1m2SHtRHtEZCSr9h1nULum9GrXXL2Tp2EXcnmxL16Ek9tWExL6i0Zd+vHg6Yu0DilNCAgMIjo6mqy/e4lkIhzW1tZ0796dwYMHc+zYMV6/fs3gwYPx9PRkwIABAAwaNIibN28yZswYXrx4wfz589m7dy+jRo0SNBaZhLuFhQUAvgLcXtbS0mLrkllERkUxeuYCxQZRc4Y9Pr4//Th84jTzp08kR3ZLmffL6KI9PWbbYxGJRExxX8jCNRu5evEc7ZvU44ePD+G/NWZohFhqWcbUKO1QmYrVa2NsakqO3Embbj17eJ8CRWLq+pcq50AZh8pxr339/DHJ9vJQoHAxWnTogp6+AUXsK7D77A02exyla5/+7Nm6mbrl7XAbPzquHGZqAj5CosHkWXPp3rM3UydNIDQ0NO71e3fv8uTxIzwOH8M2f36c2rdny9atAOjq6ODcsT3t27Rm/aYtGOQuxP3HT+P2lUe8gzDZ99hxMgV8+kZVYh2E/VumlWiPRSwWo60tk6v1nyZ/XmtObltNUHAI5Zq0J1up6lRy7MyHz1/TOjS1EavRYjVbJsKycuVKXFxc6NWrF3Z2dty9e5fTp09TuHBhAIoXL86hQ4c4duwY9vb2rFu3jm3btiUpEaksMgl3c/OYA5fvT39B+4v8OAAAn3BJREFUJs2Z3ZJhPbuw5+hp/ALkEOBpKNhjOXf1FhKJhIZ1asq8T0YX7cqiCtGeWIgHh4up1rAFmw6fIygwEBenlhzZtxOA04f3c/LQPj6+9xI0hojwMN69isn86OnpsXr3EYrZxVQfivXDK8u3L59oWb0sk4b2oVjZyvR0Hc+5u4/pPdiVvds2s9R9VoLtUxLwIpGIzt17ERUVRTl7O9xnzeTFi+fUq1WdGlUq0dEpZlH54cOH4/bp268f61YsxdjYKK7NdmOnLoSG/qnCo4h4FyL7HjuWvKhSwP/rIl4dn4OQf7u0Fu062tq0q1eV7ccvpmkcfwtFC9jy/PxB9q5awKh+Lnz6+o3pi1envmMGIVajxWq2TIRFW1sbNzc3Pn36xK9fv7h27RpVqlRJsE3Dhg159OgRYWFhPH/+nHbt2gkeh1wZd5+ffoJN3LVNc8LCw9m891DqGwst2JW4BfjmvTdmpibktEq9pJ+QpGfRropOnfIgTaQnh7WNLcu27iMiPJzLZ04iEolYvWA24wf2pHWt8kwfNZifvj5x23/78onnjx4oVP981a7DDB4/jaVb9lKqfEVEIhFLt+5j+uLVLNuyT6H3mpgje3cA8Pr5nyy3hp4JXQeOpOegoWzfuBaf79+S7JecjaZg4SIcv3CVeg0bsWTxQurVrIFdqVJxrxcoWAiIWYG/e9cuZrq5xX03WzRrAsCPn370GT4mQfkrecU7pG32HVTvg/9XRLw6329GEu2xXLr3FAkSgkJCU984E7S1tWnRsDYj+7pQv3plHj1/mdYhqY2/IeMeES0hNFKslodc9SD/ImQS7paWlohEIr77Clc/Nns2c0oXL8LyTTtTrliTxhn2xJQtWRz/gEBaOvckLCw81e2FyLarquRjWmfaQflsu6y2lvgULFqCveduUq5yVSQSCdMXr+bcI08Gjp7EwZ1bcKxamvGDejJrnCt92jXDuWktGpYrwhTX/ty5dlnmeUzNstC51wCKOFSPq7hiapaFRi3boaMrTEm34MCYKia1GiSt0uTYqQcR4eFcv3QhxTESC/iixYrTpn1HdLR1CA0NoU37zhw4cozWbdpiamrK4GGuXLhynWbNmsUtuBHrGGKVPTvjR40AYJfHYfLaV6SxUxciIlJovKZvotbsu6JiTBUCHjKulUbdFyeq+vukB0Y4tyQgOJRaHfvz0z99nQ/TO0UL2vL8jacgjef+Br75+CISibC0lN3Gm8nfh0zCXVtbGwtzc776CLtae9vSOXz8+o0Nuzykb6AK0a7kgpt6DRqyYMYkjp05z+37ijWxSWuEFOzKZNtV6WuXBSNjE8yzZWfikD4c2rON6vUaceDyfSrWqI3Pt688vn8HkUjEgFETada2I08e3GVA51ZJKsKkRhY91dUWbt+9Lz2HjGTQuClJXtPW1sYim6XM3V+DI/+UxQwMCCAgwJ8effrTsp0TZStVY82G/zh17gKTp04nazK3YseNGk7n9u0oWbwYfv6BnLl4hTK1GuO2YClr9hxN/gSqpux77FiZAl61/PoR8FeXxlRHtl3W72zXpnW4tHY2H7/70nrQeBVHlbEoVjA/IaG//hmf+1efH2SzsEjQdTuTjIfM9WmyW2Xnm8Ad2wrZ5qVxrWps3X9E0HGTRaBV8rq/K3vYFU++5ue/QFpbZJRl3KyFHL3xmKq167N05mRa1yxPj1YNuXL2JB+9PClYpDhjZy6gS78hDBo7ha1Hz2NuYUmbWhVoULYwvds15fyJI0nKpIaGpFx9KSI8nOho6bXj5SV7jlz0HT4uQSlKACNdDVxdnAgI8CdPPlupnV9juXjmFN3bOmJnnY3OTm04duggFatUI28+Ww7s283rl9IrNCS+ABTrGKKlpcX6Vcu5c/UiH14/I3eunGTPZsFU94X0HzmewjUdef/xs9TxhBDvf7uAz2ioS8ALXZc/vVGyQF6WjurD5TsPee31Ia3D+WsIDom5m6+pqZnGkaiHbz6+ZFezjTcT9SOzcM+ZMxefvn4XPICubZpz/+kLHj1/lfCFdGaRiU+scNfR1lH5XELbZITKtqfnKjLyoKWtzaL/dnH20TsW/beLZm070Hf4OBq1bMuju7fo37EFNYvnpVebxkwdMZACRYshEokQi8X8CglhZG9nerRqgO/3b7x/9wb3SaOoXtSauvYFWDV/JjcvX2Bkb2d6t2vK+qXzWDprCpULWrFw2p/MWdivUC6fOcHWNcsY3rMTI3p1TlX8J8ZIVyPB4+HdO9y9eR270mVZtXAe5QrkxqlxXZ7/bvIUy5I5bvTp1JbQ0FD6uY7C74cvfVw6s2rpIg6eOEOBQoXp6tQGXx8fmf7m8b+vltmy8fbpQ84e2Mn1EwcA8PT+QP6qjRk4wY0hk2cnHUBJ8Q7yZd9lHTM5hBbwGSnrHp+/LQMva0MvRZH3OwrQsFIZLLKYMmpu0nKtgvMXlYJMiSNnL2FXpBC5c/wbYvbzNx9y5MiZ+oaZ/NXIfD8lT5483L91TfAAytrFlMu7ducBdkULCT5+HAIeiLJZxBx07zx4RLVKFQQb918hvYj2+BgZm1C1dn2q1q4f99zAMZN5+uAud29c5dWzx/z08SE0NITi9mV5/ug+gf4xi7W/f/1CYIA/7er8qevv//MH6xbPpWDRErx+/gSAezeuxr0eW4/97cvnDOnWjq+fEpaHDPD7iYGh9A6JRrqpX29Hi6OxLViIAH8/ChcrTqXqNTl99DAubR1Z/t92bGwLkMXcnE8fP1CwcFF2HDmFSCSiv+so5k6byKpli+ng3I21m7ZRrZw9bpPHM3jEaIoXLphgntAoSbJdVmOR6BlT1t6Or8/v0anPIM5eusqqrXsA6NyqKeVLJeo+nEyX1VhS6rYai6apeYodV6WNCYoLNiE7suqbm/5VIlceYt+XKi5QIvz8/4q7IIqIdgBDfT3mD+1O18kLef7Wi6L5bYQNLIMRHR3N8fNX6NO5bVqHoja8P3+lbMUqqW+YyV+NzMI9b968HPAQphJGfC7diOmgWqeqw58n03G2HaBB7RqUs7dj7PTZXD66L+VW70qQUbPtfwsikYgSpctRonS5JK99//qZM0cOkq9gISpUrYnv9z8eylzWeSlSshRa2jr4fv9K/kJF0NDUIjQ4iDIVq1CidDkaOLZm7qTR7PpvTYJxazVsSp/hY5PUhZdFrMenTHkHjl25neC5zj1649KmOZ2aNwQgq7kFAf5+FCtZKsF3uPdgVw7v3Y1Lx7bsPHCEISNHM23CWPbu2sGj56/IlStXinOLdQzRiEi44FyiZ0zWLNCjcwc+f/2GoaEBd+4/opnLID7fOZu0q1waiPfYcSHtBXxGFu8QI+Az6t2FlFBUtMfSqlYlBs9by86jZ5k6uIdAUWVMZq/YwE//AFo1/He6zXp/+kKrvHnTOoxMVIxcGXffH378CgtDX09PsABqVa6Anq4uOw+dYOKQPoKNmwCBsu2xJe00NDSYNHIozTt159K1m9SoIl8H1bQgvYj29JhtVwRLq5x07Nkv7t/Zc+Ti4jNvxNFijE1NuXP9Cn2dmsW9Xq1uQxas3x4nkO/euMqu/9aQv3BR3r58TsuOXenQvS+2hf6sm5BXrKeGqVkWth06ycO7twkOCuLB3VtY5cxN205dkmy3dud+urRsQttmjVi9cQvhYWHMmTEVu6KF2LBpC44tWykUw92Hj3j+6k3cv31/+hEWHo6Bvn7SjQUS70CaCPiM7rtWln9VvCuDro42LetVZ9fRM0wZ1F1lSaO/nW0eR5myYAUTh/ShdIl/Yy1a6K9f+P70I0+epM0AM8lYyKwMbGxsAPD88EnQALJnM6dXh1YsXr81ZvFrOs+2x9Kgdg3sSxanfa8BPHspX5WRf5WMItqTw9DIGGPTGCFStmIV3FdvJlceGwAunznBj3j11K+eOwXEWGUatmjDuFkLsS1UJIFPXRXoGxhQsVoN6jZuyqCR4+jUvRe6Ui7ECxcrzr6jJ/H7+ZPqFUqzatmSuNe6d3Vm9co/PltpF4XS7hZJ9IwZ0qcHA3p0JW/uXLRsEpP5P3/3WZIFvn8CVt7zDopnOtNyAeu/IGqFvquQni+WlM22x9KuRnneeH/izhPpi8b/dbZ5HKWb6wS6tXVUXTIwHeL1e9F/rFZLr0SIJQn6iKjykfYFr1WDzOqgYMEYb+sbT2/BgxgzoCd6urr0Gzdd8LFVtchGJBJxZPtGDPT1WLF+k+DjC2mTSQ/Z9owu2hMjEomo3agZu89cZ9nW/cxYsgaL7FZxrzdu7UR7lz64LVuH+9KVGOtpyizWw8PCePf6VfJiVwbee77FoYgNS+fOSnabwkWKcuryddZt2UGfAYNo2uJPlj0qKlKhebPnsWWh22Re37lMjcoxd6ocO/dg58lLye+UxuI9dg5lGjkpyr8i3oUU8OlRvAsl2gFqli1JjmzmbDlwQrAxMwrbD/wR7atnT0pqwcvAvH73Hvij1TLJuMhslbGyssLIyJDXXsIL9+zZzBnk0pFZy9chkUj+mtt/ltksqFCmNG+93ie7jSgsSKEmTBoRIYKJdwMtkSDi3UBb45/xtwuFrp4eFavXSvK8vV0J7O3c5R7vp68vlYvnB8A6rw0L1mykpH0ZucfZveU/wn79YsX8OQwYPjpJuTRDrZgTXpYsWWnQuCkNGsc0eBo7aSpisZiiBfMn2F7aIlVpXneIybyLwoLo69KZqOgoHj97QanixRDrmaARlswdNxlsM5C6tUVR64wic8VHGe97Rve7x5L4PSpz0RL7OStz0SQO+JFuuqfGR0tLE+cWDVmz6yDuo/qjJ1Azt7+dN17e9Bo1FedWTf850Q7w2ssbY2Mjsmf/Nyro/MvILNxFIhEFChTgtWfyIlUZrLKZExwSSpS2AdpRydeclgs1lLSytDBP4NmVhy9fv/Li5Wtq1agm9fX0KN4VxVBL45/LuidGCPtLVHQUTVu15cj+PXx470Vnx0bUrt+IbNmtqFKzNlfOn+Xt65eMnjyDwsVLJDvO/du30NXTIzwsjDPHj9CgqaNM8+fJawMg88V1SuJdIyyIwb27J9w+dh2JNAEf+3tW0vcOCTOgiop4ZQQ8yCfi1SXew34ob1XUMxfmuBv//Soq4pWtNCOUeI8O+CFo1r1LvUq4r93GwTNXcGpSR7Bx4/gV+FeVhJRIJAyaOIsclhYsmzHunxPtAK8931OgQIG/JvGZieLI9e0uUqQoz16/U0kgD5+9xMzE+K/7wZUuWZwXr9/gH5D8CU8UFiT1+ZZOnWjo2IpTZ8+pKrwEGGiJUi3dl+oY2n/X3yetEcqzHhUVxeSRQ6luV5gj+2NKKQ4cOZZ+w0bi+fYNu7ZspE+ntuzZtolrF88zuIdzsmN9//aV+7dvMmaqGzmt8+Cxc3uC12Oz7Skh7c5LaJQkWb97cp735O5GxQp4qchgnZFHbMU2blLWBy+vwJPXAy90d9WwH4FJHqoaV9mxlbHTRPj5K2WfUXVNd0UolCcXVcrasWb3IdVN8pesNwNYsHYzpy9fZ/G0MdIXuv8DPH/jSeHC/8ZC3H8dudREqVKlePLyjVLeWmm8fOvFyq27GdrTOV13OJOWBaxW2QGxWMzNu/flHs/zt8XGpXd//Pz9pc8pJVupLJniXfUIucDUUEuDnetXsWfrJsZPncGs+Ys5evYS/V1H0XfoCA6cu8Lt1x/Y7HGUmy+8qPfb1pLc7zQ4MBCJRIKRsSn9h43kwukT3L99K24uWUnONpXcnZ3k7h6lJN6TFfD6JoILeBBOxMuDIgL+b0QIIR8r4BUR8WntfVfGniWNga0bcPHWfW4/fi7ouH8T0dHRuC1dy+iZCxkzoAdNaldP65DSBIlEwuMXr7G3t0/rUDJRA3Ipi5IlSxIYFIz3py+CBuG+cgM5LLMxvPfvsnRC3KJT022+fHmsMdDXT7WyTPyse2RkJAcOHSEwKAjXwQMJCg5m9boNye6bHsV7JkkRKrtuqKWR4BEREcGMSeOxzmtD34FD6NytO3b2pTHW0YoT2jo6OlSoXJWeHVpz+tgRBo4cl+wt03evY7oUly5XntYdnTEwMOTB3VtyifbUUES8qyL7DopXhkkLAS8ryop3obLrysagjJBXRMArKt7TY9a9RQ0HbK1zMm/9DtVNks6z7rsOn2Dy/OX07tiG6SMGpnU4acb7j58JCg6hZMmSaR1KJmpArjO1nZ0dAI+evxI0iMu37tGyYR1B68OrCw0NDYoWKsCzl7J/JmcvXMSpiwtisZixI1xp16oFO/fuV2GU0lHGOpOZdY9BKLGurwH3r15iVL8elC1WgNnTpxAeHg7ApvVrEIlEDBs5Ruq+sQIf4NMHb7LnyEmz1sl3Cwz43fE1W3YrRCIRhsbG/Pj6mUcP7st9Ny2lxcopiXd1Z99BcUuLMll4eef7FzLvyaGoiJdXwCtqnRFCvAuZddfU1MQqmzleH4VNpCUhHYv3Zf/tpEGNKqyYOeGf9nY/fhGTOIzVaOmZ8CgJweFitTwyKnKpjdy5c2OeNSv3ngh3ay4qKor3n75Q0EbApgFqXlRjV7wol6/fIjo6WqbtrSwtAZg/2w0TE2Pq1anN8xcv+fL1a7L7qCLrHou6xLuQGd20RsjMuoGmiHEjhtKhVTMO7d9LnfoNWbN8CS4d2hIREcGG1Stp3a49rZ06pDjencvn+fzBm8lzFqS4XZ58tgB4vY1ZVN2gUWPWrVxOkzrVWb1ssVLvKTHJ+d5Btuz7j59+XLt1588+qWXfZfztq1vEyzOXPNaZjCbeY1FUwMtDWol3ISmUy5LA4BDB7at/AxKJhKev3iTsuv6PcvfxMyzMzVPtap1JxkAu5SESiajg4MCtB08EC0AkEhEdHY22dqICN3/RivYWjRvw7r03L9+kvHBXFBbEp89f6NS9F3mtrenl0hWAmtWrIhKJ2L57b4r7p0fxnpao+4paaCtMLB57drFt00ZMTc04ceEq7ouWsXXPAW5ev0qpgjZ8/OBNSEjqf/s9O7ZhZGRM/bp1k9ht4j8sf4vCXwF+GGpp0HfQUKrXqoNj67a4TZnI/t075Xo/spQIVTT7vnz9Jmo2b8fMhcv+7JOSeAe5BDyo10ojr4CXBXnFu7I2mbAfAQo9FJtLviy8Itl3eVFWvAuZde/QoDqv339k0uJ1go0plXSYdff54UdI6C/yWWeK1VsPnlDBweGfvuvwLyG3AqlYsSK3HjwW7Ao/ICgYAJP/2zvL6CjOLgA/cSMGIUCCS3D34u7u7m4txfkKFCkttDhFixWHQnEr7lbcIUBI8BAhLrvfj3RDZGVmd3Y3CfOcs+fA7sw7706S3Wfu3PfeTBKUPRT5ha0P6hao+vkHYGVlRb7cubTu+yrgNa07dCI6KpLD+3Zh91/93Vt37qJUKpm3cInW/Y2NPqkzX0vUXYqFpimFHeDxw4dMHjuaJs1bctf3FcVLJtzq/KZGTbbtOcCI0WPo3rsfzVq10Tl+q7btiYmJpm3Thly5dEHzPDJlAiA8POFvL0/efGza+TeLV/xB3vwFuHr5kuj3Zoi8g+bou6OrOwDTUtxF0Jo6o0JPgTdFFF7ocdJa5F1fAVfta4jIG0vg9UmdSSvyXqdCKeaMG8rsFX8yYPLPREZFSzKuWtKYvKu6uH/t4q5QKLhy8w5VqlQx91S+Kvr370/v3r1TPb927VpKliyJk5MThQoV4ueff06WjREVFcWwYcPw9PTE2dmZDh068P79e1HHFm0jlStXJigklCcSdVB98/4DAF7ZPVO/KPRL1wTCro1D/5ykSoWyODikztGPjIxi94HD9Bn+PQXKV+f+oydsXfU7BbJnSVywumzlHwB8DNT9YW7MqLsKY8u7VEhVtcWYx0ka6U5JcHAQXdu1JCzsM/OXrkj1eoVKVRg6ajSzf1tAq7btdR6rQeOm7D70D1FRkbRr1oi+3ToR9Cn179TZUyextrbmm+rJKzBYWFiQK3ceAvxfiXiHX4iIVegUeF2pMykFvmnDBoklYl+/fZd6HzECn+QzIj4+nr+OnGTCr8vU7mKqKLyQ4whNnREq71LVWTcUfSVeTBTemAKfVtJmvm3bgDWzJ7LlwD/U6DqUZ34BxjtYGpL3q7fuYm1tTYE82gNmGZ0nz/0IDv1M5cpyypApiI+PZ8yYMfzxxx+pXtu8eTODBw9m1KhR3L59m59++olffvmFmTNnJm4zZMgQjh49yq5duzh+/DjPnj2jQwfNa9LUoZe4W1hYcP6a+PKH6sjk6AhAWLiGpkvahNxMwp406n7on5Mc/Ock3Tu0Vbvttt176dRvKKcvXOLX6f/j3vnjVCxXOvF1i6jP9O2VUHN72mT1iw9THd9E8i5G4MXIe3qKuusr7ZpkXcXMqZMpWSA3796+IVfuPIlRcEMpVaYsx85eYtmaDVy7conWjetz49rVZHfI7t+9Q958+cnknHohaPWatbh4/iyRkfo3QZNS4IsWKcwPE8cBULtVZ/0WryZBae/M7DXbcShVj07fTuXXP7ZovXtoqii8UIHXRXqTdxWGSrwuxAq8UBQhgXoLvJQpM93rVOLCthWEhUdQoW0/lm/5G4Ui4y7OA9i+/wgNa1bFWYq79emY89duYGlpKYu7CXjw4AHVqlVjw4YN5M6del3m77//Tq9evejfvz8FChSgQ4cOfP/994mSHxAQwIYNG1i8eDHVq1enUqVKbN26lTNnznDpkvA73aKtxM3NjdKlS3Hm0jXdGwsge1YPHOztuXnvoeaNUsq5mSPsAL4v/eg59Fta9+hPozq16NO1o9rtPn4KwsLCgmfXzzFyYF/yqYkOONsmCHJVEX94ppB3EBd9z2jyro+06xJ2gNMnj7NiyaLE/69cvwlHG0tRD21YWlrSvFUb9h49SbxCQctGdencujmhoSEolUr+OXKI6rXqqN23YZNmxERHM3XiWNHvPSUqgddVeUbX4tUxo0ZQu2YNenTphFKp1CjvoFvgY2Ji+WHukkSpWT33R8F5oYZIvFC+ZnlXoY/EixF4IZgqdUZKeS9VuACXd66iU9N6DJ8+j9o9RnD/6QvJxk8kDUTd/QLecOHaTTq1aGzuqZidM5evU7p0aVxdM+ZC9bTE6dOnKVu2LHfv3iVfvnypXv/ll18YM2ZMquc/ffoEwPnz5wGoXbt24ms+Pj54e3tz5swZwfPQy55q167D6cv/6rNrKuzsbGlRvxbb9x3WvqGa293mYvqC5ZSsXp8zFy6zdM5Mdm1YqbHj64mz56lXs5pWObh+8w4A1coU1dhlVR2mlHdjLF5Ny/IuVtqFCLuK9atXUrJ0WTw9PcmaNSt5c3mJnp+Qi6S8+fJz+OQ5Fq9cw7Url2hatybfDR3Em9cB1G/cRO0+BX0KM2jYSPbu+ouoqCjR89KEvgKvsHXCOpM7R/bu4n8Txib+HWmr+w6pBT46OoaWfUfgVLgSDvZ2jBvSh3c3TtG7Qyu9Plv07c4qxdhCUmeEdllNq/KuQqzECxF4odF3U6XOSCXvipBAXJ0zsXz6WE5sWERgUAjfdBpEaJgRvifMLO87DhzFzjbBHb52Tl+6nkwEZZIza9Ys8ufPn+yhL4MHD2bZsmV4eqpJ7QaqVauGj49P4v+Dg4NZtmwZjRo1AsDf3x8PDw/sU5Q+9/Lyws9PePq5XuZUs2ZN/AJe89L/tT67p6JN47rcevCY+0+eSTKeMdm29zDTFyzn+4G9uH/hBP17dMHGxkbj9l7Zs/H2vzx+jdvkyAZAbGwcgGh5T/owJkLkPSMsVhUj7WKEXYWVpQU5smfj3zv3ufvoKZ6e2cROERB2rjM5O9O6XQe27z1I8RIlOXv6BBOn/EjN2nU17tO4WQvCw8N49OC+XvPShhCBV4c+jZvgi8BfeficgyfOUrRgfiKjosmZIxtZ1MmvSIkXG4UXK/DakCr6ntblXYUYiZda4IViSOqMlNSsWIZNv00lLCKSQT/MSSwCISlmkvePn4JY/ud2mtSpjouzNCmG6ZUXrwJ49foNNWumn46xkbHxBEXFmuQhpojKixcvsLCw0Ph4q6VctzrCwsJo1aoVkZGRzJ07F4CIiIjEoiRJsbe3FxUo08uaatWqhYWFBScvXNFn91Q0rVsTn/x5aN57uGQXA8bg9oPHDJ08k04tGjNjzHAcHR107tOgTk3uPnjEE9/nGreJjIzCwsICOzvbxOfEyHtSjC3yxpD39IoYYVeluDy49S9nTp0kb758ODg4YG1trXtnHeMKoXzFyqxYt5Hr958ydNRorXeALP67e/Q5NPkXc3icQu1DH7QJvLbou74CX6ywD/nz5ObBU18K5MlFi/q1dU/SiFF4oQJvytSZ9ISpBd7Y0Xcpo+4qyhQtxObfpnLozCXjl4s0Ib8sW0tw6GfmTB5t7qmYnZMXr2JhYZGuxN3UTJ48GV9f32QPdXh7e/PgwQONj6xZswo+5tu3b6lduza3b9/m8OHDiVF+BweHxMaKSYmKisLJSfhaDb0MK3PmzJQtW5YTEom7k6MDRzetxMrSkobdBvHZGLf2DMQv4A21OvTBO7snS2cmtJNXVxoyJa0aN8TTIwtzFqmvXgEQ8OYt2bJ6pJI4feU9KcYQeanlPS1F3YVG24XOOWVO+qwZ0yhQsCBTfpyh1/xMQemy5fApXIT/jRvN6ZPHAbQKuiFCbyqBd3dz5cGlk7x98C/3L53CO7+PoMWsgFHLSgoReCGpM7rQJe/GjrpHfIzU+tAXMQKvC2NE38UgZb67io5N61GycAHCIvQ/x1oxcdRdqVSy+9A/dGrRiPy5c5r02GmRE+cvU65cWTJnzmzuqaR7bGxsKFKkiMaHlZWVoHEePnxI5cqVefPmDWfOnKFSpUqJr+XKlYvAwEBiYmKS7fP69Wty5hT++6y3MdWvX5/j569IVs89Z45sHN64HP837/h15XpJxpSKz2Hh9Pruf7hkcuLsX+txc/3yJadL3u3t7fjf9yNZv3UnT5+/ULtNwJu3eOfIrvY1KeQ9KVKJfFqRdylLQhqrvKRCocDv5Ut+nPoDp0+eZMiwETg46L5bIxSp73BYWlqyZNVa3DNnpnv71gzo2ZXYMPF1t8WIvC6BV4cmeQf1Am9hYUFmd7dkdxtUqTSCJF7PXHghGBp9lyLv3VjyLkTMDRV6IQJvjuh7WkibiY6Owd7WVveG+hIZajKBv3D9Ji/8X9OqkeZUv68FpVLJiQtXqV+/gbmnIvMfz58/p06dOmTKlIlLly5RsmTJZK9Xr14dhULB2bNnE5979OgRAQEB1KhRQ/Bx9P7Gr1evHu8+fJQ0L71Anlx82787vy5fx5PnLyUb11D2HD3J2SvXWTdvFq4umm/Ha6JR3doAvPBTXx/7VcBrcufU3ERCanlPiiESL2TRqpAqKCr0yRcHJOlmagxp9314l1bNm5DVzZmyJYuxctnvjJ84mY6du0h+LKkpWrwEuw4eY9maDVw8f47Gtapx//plg8YUIvFbtm2ndYumHDywP9nz2qLv2tCWPpNqLKECD0aRd0MRIpPapNTQjqrqMCSartpfjMQLyYMXUgdeqMALQYy8GyPqHhIWTiYnR8nHTYWRBd7/zTu6Dh9P2eJFqF2lgtGOk164/+QZ7z58pF69euaeisx/9O3bl+joaDZv3oyNjQ1v375NfEDCItQuXbowYMAATp06xdWrV+nSpQu1a9cW1UBLb1upXr06dnZ2HD9n2Jd5SiaPGIBXtqwMnTxLsmi+obi7JXxJu7qoXwijK+p+7eZtAPJq6KzqF/CaXN45tI5hEfXZqAIPGCTwOrcxUfRdHwGXStqVSiX79+xm+MC+NK9fm1rVqvLvtWtM/N8U1m7YyMNnLxg3cZJR2lIbY12BhYUFzVu14fCpc3wODaVt04aS/U1qkvc7t25w9vRpenTpxNT/TUpVi9rY8m4uhAibNgE0VNqFILbGuqHSrm48fSRe+zaGCbzQ6Lu55F2hUOD35h15vPRbAK8XKoGXUOJDQj/TvPcwrKys2Lt2sdaCEF8L/5y9hJ2dHdWrVzf3VGRISHc5deoUQUFBlClThhw5ciR7qFi5ciX16tWjTZs2NGzYkCJFirBz505Rx9L7297R0ZFq1apx7OxFfYdQP66DA0tmTubkhSssWrNJ0rH1pe43lShRuCA9R00iXEOuoCZ5VyqV/LZ0Bd45slMwX16123z4GEh2DeWFUmJseQf9BF6ovBs7+g5fBF6IkEsl7dHR0fTu0p4hfXvy+OEDFAoFq9as48mLV4wZN56WrdvgrKbhUXogZ67cLP6vu+/G5YslG1edvA8d+R258+QFYMmihQwbPJDY2FidY2nLewfdi1eTjSU06m5CDE250CXtxoi2GxMxEi+VwGtDanmXitfvPxIbG0ceHYEhoyGRxE/5bSmvXr9l/7ol5PAUvkgwI3Ps7EWqV68uadqljHBOnTrFunXrEv/v5eWV0GdEw0OFk5MTq1atIigoiKCgIDZv3kyWLOLuyhpkLQ0bNuT0pWtEh3w0ZJhUNKr1Dd8N6Mm4n+Zz9MwFScfWBwd7e7YunYvvK38WrdV8MaFO3h8+eca/t+9SvkwptfvExsYSFByCR2Z3wfMxhbyD+DrxQmu9m3LhqjaBl0LaL104x6plS2jTpD7nz55h3ZYdHD1zkYMnztC2fYdU9VqNiTGr+dRt0Ih+g4cxb85siIqQbNyU8p45iwdrN+8gi4cHANu3bqFT+zaEhX0pZ6cp5x2ki74LznkXMpYOYTM0wiq2WZApkDrarutYUgq8JqSIvguVd6mi7vefvQCgQG7xvSIkJ6nEixD62NhYtu49zICu7SlWqIAJJpr2iQ75yJnL12nYsKG5pyKaiNh4PkXGmuSRNnI2pMdgcY+IjOLCjbuS3x6bPX4kDWpUoXX/UVz697YkYxpCkYL56N2+FT/MXcKLVwEat0sp77FxCdHC74cOULt94H8f9B4e4q64TCnvYgRejLybIvquIqXASyHtsbGxdGjRhOn/m4i1tTVbd++jXsOM28mv36AhREZEUCRPDk4cPihZS/WU8u5TpAi7DhwlX4GEL+nTJ0/Sp0e3ZNukGXk3AWkh2i4mTcaU0p7yuEIkXmgOvCYMjb6bMvJ++MxlvLNlpXC+1O3Z0wxa3OHW/Uc07jGEwKBgurZuaobJpQHUXOxcuHGXiMgoGjSQF6Z+jRhkL6VLlyZ79mwcOnMp+Qsir6jVYW1tzV8r5lMkfz5mLlphyDQlY2ivzgAcOa39LkBSeS+ULx9Ojo6cOn9J7baf/vuQz+wmvtayqeQdxEXfxXRZNXXZSCkWsqq4cf1q4r/XbNpOhUpfFpeYq5a9MY+bK3ceGjZpBsDQXl3YvW2zZGOnlPf8BQtx6MQ5evUbCEBmNbcSTSHvOjFyJ2ddkqdLEg3NaxeLodIeFRSV+DB0HsYUeEOj70Lk3dCou1Kp5MCpCzSrXdUo62qMQmQoivBgfP38ufvoKY26D+b9x0/sW7uEUkV9dO+f3hF4R+Lg6YvkyJGdMmXKmHZ+MmkCg77lLS0tadasOQdO6chz11Pi7exsGdS9A8fOXiIoxPw5mCUKF6R0UR9u3Hugc1vLqFAso0JxcLCnfcumLFm1jqDg1B/0Mf/l79rpWa7LFItWVYiJvgupOJO4rYmj71KRN19CRHjoyO/wENGcIT3zx8at3Hqc0Ezs5jVp+jioSFlxxilTJmbO+Y27vq+Y9/sqtfsYW96NHXU3RM6kkHYpc9v1lXZNsp70eXUPoXOSQuA1YUj03djy/vjFK575BdC01jd6j2EqYmPjWLfrIJ2/m0r2b1riU7M5ZRq1Jyo6miObltOkTgZfgCnSjw6cukizZs3TzwWZjKQYbEAtWrTgke9Lnr70F7aDSHlvUqc68fHxHDsj7SJYfXFzdeH4ucuCq2tYRoUyc/QgoqKj+UVNE6a4/8Td2sBV8iqBN1X1GaEYM/puboEPCvoEQMUqVc06D1OTOYsHnbv35MThAzx5qPsiViwpo++urgm118XWeYf0Ie8aj2tAFRkppV1ImoxYaZcisi5mDCFpNNoE3tDouyaMmTaz/+R57O1sqVulnNGOYSjvA4PYtPcoFdv1Y+APc/B/+54hXduwf+Vcjq9fxJ196/HKJqxwQ7pDz4DmkxevePzcjxYtWhhpYjJpHYPNp379+tjZ2bHv5HnhO4n4Zc3tnYPyJYuxZvtuPWcoLRVKF+f5qwCN1WXUkcMzKz3aNmPX3v1YRCb/gP8cniDBTo7SrgxPKfJSC73Y6LtQxETf4YvAm0PiL549g7W1NdVq1DL5sbUh5vypzrfY8z7hh2lky56Dnm2acuv6NX2mqRVN5SL1kXdDEdIhWRPaxExTNFUREqhxP10pGELqjwtpRCSkHjoIXxgK0qXBGDq2oQKvCWPJu9iou2q8XUfP0KBaRRwdhC+QN1X+fWBQCD3HzcCreit6jZ+Jq4szl3es5NyWZfw4sh+Na1SmVqUy5MqRzaQNnoyOBGsB95+6gJ2dnVy//SvGYNtxcnKicePG7Dh0UvzOAn95xw7uzT9nL5l1keqn4BBGTpnNgtUbadukvuiGFq0a1eWF/2t2Hz6emEZjGRWK/+uEwvzZTVTiSmqJN0bqDIgXeDBtFD48ToGLqytxcXHcvnUj1euaBDMtoe78CpX4LB5Z2bbnAAUL+dCvUxse3b9nrGmaFZ3SruUzTF9p14Qhwi6k6VDCdrplHURUcjGirOs6pi6ECLz65/WLvpsy8v784QMu37pHxyZ1dW6rulBUzUHbhaMU7DtxjpItenLozCUW//Ad/md2c3rjEsoW05HDnl4FXuLCHdsPnaBJkyY4OWm/myiTcZHEcjp37syV2/d57v9a/M4CfqHbNqlPsUL5zbZI9a+DxyhWtzUbdx9g1rgRbJg/S/QYdb+pROtGdek8bBxdho3j1MWr9B87lUGjJ+CVLSsuVvEGRfb0QSqJF5s6YyqBN7bEt27fkaLFS/DLzB8lq7AiFbrOmZBzqkvi3dzc2bBtF3ny5mVg1/YEBZq/vbtYDPrdN5G0a4uyCxV2bYiNrosRdnMi9KJB23uSOvqur7yLjbrvOnERO1sbmteppvV42o5pDHnftPcobYdPpnLpYtzZt4EhXduQPavIzsLpReCNME/fV6+5evsBnTt3lnRcmfSFtRSDtGjRAkdHB3YcOsm4Ad1076COyFCNFRosLS3538hBdB0xniOnL9DIhIttfP386TZyIs3q1mDJzEl6N3+wsLBg48LZrNuxh3mrNlC/ywBcnTPxy8Rv6d62eeJ2SeXdlLm1KoHRt9qGSt515RSrcLS2EJXeoJJHsZHspPKuKf1CX8LjFDy4dxeANSuX0X/wMEnHNxRHG8tU50vfqjOazn8mZ2fWbt5B9fIl2bNjK73NdA40XQzq0wk4cV9tF9ISSrs+UXZDSzwaq7yjIbIeESi+P4BjFmF3PlXzsnfXnDYS8TESRw/1KYuq82WfxTXF86H/PZ/6szoyMASHLKmrhcUEBWPr7iZo3vqy8/h5GlUth1NcJJD8HIkRckVIIJauIsVaA9sOHKfPxJ/o07Ypy6ePxdLSwMCKFmcwO0a6sNhx+ASOjg40b95c98ZplMhYBUGRupvqSYFEjb7THJKEJJ2cnGjevAUb9x41rCW6livUDs0bUrdaZUb88BPR0TH6H0MP4uPjiYmNNbhjm729HYN7dOTByT0c27yKu8d3M6pfd7Jo+BBPmlJjKgyNwhsz+g76ReBVSB2Jj0vS0fPHyRNSvZ7W0mWkKBWpbowcXl7UrteAfw7tN3h8U6LtdzytSru2CLuQdBixqTBi89fFEhEYkfjQB7H765qnIekz6hAbeZci6u7//iNX7z+hbZ2qiWOmTIcRgxSR94jIKEbMmE/7RrWlkXYVaS36bsT5KJVKNu09RosWLeU0ma8cyXIJ+vfvz/2nz7l0U4JcVzW/+BYWFiz8cTwv/F+zfON2w48hkPy5czK8V2cOnzovakGqNqysrKjzTUVRFwKmFnjQP43AWB1Xk+1jgMCDNBJvk6SE56gx4/Uex5jos/BUHwr5FObda82NyaRCqveRlqVdXWqMEGHXhtSpMInjihT2pKKtr6wLGVsXutJodKXPqH9e/c9BSnkXwt7TV7C2sqJptQoGjZMUQ+f09z9n+BQSyqzRA6WT9qSYW95NcAFx8eZd7j99Tv/+/Y16HJm0j2R/QfXq1SNv3jys3rFPmgHV/CEULZiffp3aMH3Bch77vpTmOAJoUrcGSqUyscupOTFXBF4s+nRcNUTgzSHxFhYWbNl/DICY6Gi9j5/eUHuuLSyIi4uT7G6GFOMYkiYjJWKlPSW6ctg1vyZ9ZRjQb8GpMURdyPGESrzGcSTKfTelvO85fYk6FUri5ixtVNaQRasvAt7iksmJfDm9JJ1TMswRfTfhMVdv30e+fHmpW1f3gmOZjI1k4m5pacnAgYPYfugEwaES1hFP8Ucxe8Iosmf1oFW/Ebz6ryKLsVF1NX374aNJjicEU6fRGCLwYtBX4MHwKDyIl/iyFSsxcORoNq5bQ2xs6ry9tJYuIxUpz3OZcuV58zqAc6dPmWdCIjBltN1Y0q4tym6M6Lohsm5KYdc2D20YI/qeEn0WrKZEV7rME7/XnLlxj1a1KgseUyxiBT4+Pp71uw/RsHolo80pGcaWaYmrxAghKOQz2w+dZODAQca5YyGTrpD0N6BPnz7ExsWzdtdBKYdNhpurC3vWLCI6JpbKLbty7mrqUnxSU7JwIexsbbly867Rj6UPphZ4sYiNvsMXgTdXFB6SS7y2R5s2bfn8OZRFv80x6HhiiYhVmPXCIOn5bdS0OaXKlOOPFUsNTkESu6+63xFNv2+afn+1/g1p+ZLWJDHxIYGCpV1oaoy2HHZd0fWkoq6zk6i+XUoNSIMJC4rS+yEUKQRe7T4SyLs6xEa34+PjGTBzMXlzeNKtSW1R++qD0Nz5DX8f5plfAGP7dzX6nJIhpVybQdaTsnbXAeIVCnr37m2W48ukLSSpKqMie/bsdOnShYUbdjK8WztsbCQdPpGCeXNzac8mOg0dS+PugzmyaTnVKpQ1yrEAIqOisLKyJEZNRDUtoRIPY1ej0bcCjdjKMyqSipnYRjsp5d0YoluiVGmGfzeGBXN/pmmLVhQtXkLyY2hD23sydm67qnKNhYUFBQv54O/vl/iaSsCFVvPRJexq684LlHa9ouxaZF0TYko9Co2w60qHUYeYSLpYDI2gi5FtseNl0lI1RkXS+WuqShMVFKW2Ao2myjNRgSGpKs5oQl21GTGVZuJDArFSU+ll2c5DXLzziOPLZuIkoumSVCT9Hbd0zfLfYsqjjJq1kB6tGlG+eGGTzwnQLNvaKtKYO2c+CbGxcSzcsJMuXbqQPXt2c09HJg0g+bf62LFj8X/zju2HTkg9dDI8PTJzaMPvVCpTgtb9RvHw6XOjHWvghOnYWFvTtnH66FSWNI3GmJF4U+W/JyVpJN7QaLyUUjvy+3HkzpuPyWO/M0lNd6EXIKaIyKvOY0hIEA4OqUVISAReKmlXh+gou4bImrbIorYIe8p9xEbYU6Ipuq4roi42kp4ygi42km5ohFwfxB5L2/uRIvKua9FwUtRdyImJum//5xxt6lShepligvcxFvHBHxn941x6T5hF2wa1WDJltLmnlJqkUfSUjzTEtoPHCXj7nrFjx5p7KjJpBMlD4iVLlqRRo4b8umYLXVs0wMJCv3xlIdjb27Fr5XxqdehDs15DOfPXOryzZ5P0GM9fBbDr0D/8MfdH8ubylnRsU5FSTqSOyJs6Ap8UQ6LxIF1E3sHBgR+mz2JAz6688H1G/oKF9BrHGETEKoweeXewtuDG9Wv06jdQ4zbqauoLSYsRI+0pLwjVSbu5IuxgWJRdn+i6oA6iaSyCLiWquWmLxKvev7rou6b676pznjL6ri7yHhUYmqrOu6E13lNG3ePi4rn1+HliCUhz8+ufu1m8bT8LxwxgWL8e5p5OukWpVPLb2q00btyIEiVMeyfXWITHxPExzDTFHJRkzELuRsllGT9+AnXr1mX/qQu00NK5TS0iGyq4ubqwf91SarbvTaNugzm5/Q+yZsks7phauPvoKQANTdj0ydgYq8mTRdRnvRo4SSHwYLjEQ3JJFCvxpcuUA+D61StpStzB+PL+9u1bPgUGUqxESUHbC81jFzNnqaVdzIJTXfuYStiNIerGFvMP0fGi98lqZyVqe6ECL0XqjKHynhIhTZAOXrhGZHQMlUuYKR0lCZsPn2by738ysU8HhrRvKmkTp6+N/SfPc+fRMxYtX23uqcikIYzyTV67dm1q1qzJtMVrtKcNOLikfuhBLq/sHN20gqCQUBp1G8y7D9K1an7s+wIHe3s8jNzpzlxInU5jaPMmQ9JokmJoSg2IT6vJ4e1N7XoNWLrgN6KNWB4yLVaqUTWjcnVS33lSHzSdcyF57Sl/B8WkxYhdcKptH0PSYsSkw2hdVCkw1cUYqS0fouN1PqQYVyi63pO2cyQmdUZo2oy6izehVWZUv4/RMbGMmb+GhlXKUqWkecX98IXrDJi5hJ7N6jJtYJfE5w0pJfm1olAomLp4DbVq1aJ27drmno5MCvr37692sfDRo0epUKECTk5OFChQgDlz5iRrTBoVFcWwYcPw9PTE2dmZDh068P79e1HHNoq4W1hYMHPmTG49eMLuY2dSb2CApGuiUL48HNuykg+fgqjTqS9+AW8kGXfP0ZNUr1gWGxsbScZLq0idE2+IwENyiU9rIq+NyT/O5OWL5/y+cJ5ex9CGUqnk1s0b7Ny6mTUrlrFg7s+cOHZEcLdiYwp/fHyCPFlYWBgc2dd2nsVUkEl83UhRdm0VNYwl7CnRJOy6RN1QQRci5PpKuT6IPa4QgVeH2Lx3qdAmvVev/cuLN++ZOqCzUVNTtaFQKJi9dgetx/xEg8plWDZxiNq5yPIunF1HT3P74VNmzpxp7qnIJCE+Pp4xY8bwxx9/pHrt4cOHtGzZkpYtW3Lnzh1mz57NtGnTWLp0aeI2Q4YM4ejRo+zatYvjx4/z7NkzOnToIGoOxin7AtSoUYMGDerz4+I1tK5fA6tM7sY6VCLFChXg5PY/aNRtEJ2GjuXC338a9EF25vJ1Lly7ye7VCyWcZdpHyuo0+ua/p5pTCjmTMq0GxKXWqKRSnQgXKVqMgUNH8Pui+QwYMpxMzvq/76ioKOLi4nj/7h3bt27hrx3b8fV9BoC9gwOOjo58Cgyk8jfVqFCxMnUaNKRyVe2pacZKmbl1M6Esa+EiRQHt50gTuuYlRQUZQBJh14SmaKk6YU+JuiittoWmqbbVEU0XiimF21io3oOulJqwoCiN6TOact+Fps0YkjIjpsrMbd9X2FhbUSKbsKo2UvPYL4Dhvyzn9L/3mNinPT/064SVlebzLqfO6CY+Pp4fl6yhYcMGVK9e3dzTkfmPBw8e0KdPH3x9fcmdO3eq1w8fPoyTkxNTpkwBIH/+/GzdupUjR44wfPhwAgIC2LBhAwcOHEj8uW7dupXChQtz6dIlqlSpImgeRl2xNmvWT9x/9oL1B04Z8zDJKJg3N0tn/Y+rt+5y+NR5g8aauWglJYsUolndGhLNLn2RVlJo1JEyIm9oVF6fiLymVJruffoRFRnJ1Qtn9JLkyMhIpk+bQskiPuTxykbFsqVY9vsSKletys7de3gS8IEn/u+5+eg567fuRKFQsGPrZto3b0z3Dm149PCB6GMayt49f1O8RAm8c+ZM9nzKc5TyfAhNRdJH2lPdQdJSLSYl6tJidEXXNeWxJ5V2QyLsmqrBaIqsC4mmmzNKborjCxlTn3QgoWU0DUmZSYmmC8Z/H7+gWB4vbG2sdTZokpqr9x5Tocdo/N5+4ODCqUwb2FWrtKuQI+/aWbfrEA+evWTmzFnmnopMEk6fPk3ZsmW5e/cu+fLlS/V6lixZ+PTpE1u2bEGpVHLnzh3OnTuXKOTnzyc4adLUJx8fH7y9vTlzRk12igaMFnEHqFixIl26dOGHX5fSoVlDnDNJ24JZE3ly5gBg0ZpNNKmj39Xqn3/t48T5y/y1Yt5X26nMGPXgpYrAq0OTvOsTnVcnirqi8ir5LJQvDwCBH8V32p05fRqrV64gOiqKzl27Ub1GTWzt7KhXvwGOjqkXztVt0Ii6DRqhUCg4tH8vg/v04MqlC9zz9U+W3jV/zmxy58lLj+7dRM9JF7Om/8jfu/5i9pxfBW0v5mJG3yh7qotOEcIuZDsQHl0HwyLsYqLruiRUCjE2ttzrGl/swlQh6Iq8a1q0akyERN1fvP3AtpOX+b5jk8TnNNV5l5p3gcF0nDCH0oXycmTJdBzt7UTtL0fe1fM5PIIfFv1B165dqVixormnk+6ZNWsWS5YsSfacr6+vXmMNHjxY6+udO3fm5MmTdO/enR49ehAfH0+XLl2YNGkSAP7+/nh4eGBvn/yzxsvLCz8/P3VDqsWo4g7w888/U7jwbuauWMf074cZ+3AAFC2Yn5ljR/C/uYvZ989pWtSvpXFbhSKheYyFhQVKpZJTF6+x+e8DrNuxhz4dW9OyYR2TzPlrI6loGUPik6JO9KSQeU0i//jxIwCePnksavzQ0FDm/zqXzl27MWbcBPLlz697TokSbEmHdm2JCgtl9KgRjBzYh6V/bMDS0pKT/xxl3i8/AUgu7gEBAcz7dQ7jJkxiwCDtH2pC0XbHQwppN0TYxcg6pA1hFyPa6SFNRmgaTMp9jCH8KdHUoEkqUsruhJU7yOLqzOiOjZNtZ2x5v3rvMT2mzCNeoWDb7PGipV1GDf+t+5uzdAOhYeHMnj3bzBMyDp+j4ngfappykAoRxeVevHihNoqu4s2bNzobYL179w4/Pz+mT59O06ZNuXHjBt9//z3Tp09n6tSpREREYGeX+m/F3t6eqCjhd/6MLu65c+dm9OjRzPvtN/p3bktu7xzGPiQA44f25fj5y7TpP4pTO9ZSveKXzqpBIaHMWLiCQyfP8ub9R2xtbMib04t/735JMVj44wQGd+9gtsU+5sbY3VeTklK8jC3yIE10XpPI//JTwu3NVm3aqd1vz46tbNq8GV/f5wQHB1O2XDkiIiJ48+Y11tbWjJswiTx58wqeR1J69OpNFg8PenbtTIn5cylXvjwjB/UHIGeuXHqNmZSU7/nwvr+xsrLi2xHDcEpaSlPMmgEBqUlCc9nFSnt6FnZDZT09SLo2xAq8LnnXFnVXh6Zc91TbGSnX/Z/r99hz/l/Wjh+Akxpx1lfeT1y9zfZjZ/l9whC1d5v3nrlMl0m/UsYnHwcXjcYrq3Tll79KkhTq8At4w/xVf/L9mDFqc6hlxDN58mRGj9bdAMzb25sHDzSnmWbNmlXnGP369SNPnjxMnjwZgLJly6JUKhkyZAjDhg3DwcFBbcW5qKgonJyEu4fRxR1gwoQJrFmzhu9n/MqO5b+Z4pBYWFgwf+o4yjRqT+0OfWjTuB7f9u/O7CWrOXb2EvZ2tnRq0Zh8ub2Jj1dw5+FjalWtSEREJDPHjcDd1XTimtYwpbSrQ1MuvDmFHnRLvUpAK1Uoz96/dzN9ymQWzJ9P8eLFAQgKCuL7MWPYsmUL1atXp1mzpri5unL9+nWy5s5F+XJlqV2rFkULfrnq16cefdNmzWnXvgM7tm/jzw3rKFGqJOfOnMH/1St+/eVnxoyfIHrMpO8vKatXr6Zt27a4u7vr3FZfhEr78WNHmLdyA7PGj6RciaLJpF1IlF2osIuR9YTndQu7tlKOKdEk7LpEPL2LuibECLypIu/GRBESSKDSlgG/rqFOmaJ0qlNJ47b6yHvL0TOIiY3j+sNnNKpajuEdm+FgZ0t0TCyLtu1n/qY9tKhZkQ0/foetgdXWvup0GTWV9UZPn4ubuzvjx483w4S+bmxsbChSpIhBY5w7d47ffkvuuFWqVCE2Npbnz5+TK1cuAgMDiYmJwdbWNnGb169fkzPF+jBtmETcnZ2dmT9/Pl26dOHgybM0rWOaxZ4lChck7OFl5q5Yx4ade6nVvg9Ojg4snDaeVo3qkMNT9xXU14a5pV0bQha3GlPuhVa2+XbUKArkz8/UadOoUrUqzZs3xzlTJi5dvkxAQACDBg5k7ty5gkqM6lv9pmuPnhw7dpSQ4GDatu/Auf8WvsyeNYMBgwbj6uYmaBxN84CEC5HHjx8zceJEUWPpQtvFk6bfAcuoUM5e+ZdjZy9y5vJ11vw0kXaNamFtba1XlN0Ywm6MdBgpZf1jTJzgbaXGw9bwryKhAq+PvJsrz10dSqWSwXNWEhsXz+px/XTeFRYr781rVGTXiYsoFErmb9rDnPV/YWNtjZWVJdZWlnzbtSXTBnbBxtok+pCx0FIG+8CJM/x95ARbt27F2YBqZDLmI1euXNy+fTvZc3fu3MHCwoKCBQvi7e2NQqHg7Nmz1KtXD4BHjx4REBBAjRrCvdhCKbQItIEolUrq16/P86ePuX10Jw72wm9JSkFkVBRHT1+gmE+BxMWDMslJy9IuNcYQ/JQiHx0dzfz58zl+4gQxMTHY29uzZPFiChWSpquqLokPDPzI4YMHOH/uHNu2bE58/n9TpzFoyDC1i13VoSl6vmbNGoYNH869u3fJLyAfXxNCKgJpE3YV7z9+wqtC3cT//ziyHxO7Nk+2va4ouyEdThOeN006jDYhFyLr5pR0oRgi87rEXNvrmtJl1Im7plQZdXnuKdNlEp5L/Zmrrptq0nSZlUcu8t0ff7NjXC+a1xP+ZS9U3sMiIincbjAVixVi5tAe3H3mx4egYGJi4+jbsgHuLpkEH1MoGTrqLqBnTWRUFCUbtKOATxGOHTuWYVN0XVxcKN1uEOVa9jTJ8ZZ1q8rPM6cLSpURS+3atcmbNy/r1q1LfG7VqlUMHTqU3377jRYtWnD79m0GDx5M27ZtE2u5d+vWjYsXL7JmzRqcnJwYNGgQrq6unDx5UvCxTSbukHBlUbJkScYO7m2yhaoywviapF0Mhgi+obXmxaBN4kNDQoiIjODGv//SvXNHAEqVLs2O3Xvw8NB910mTuNeqXRvPrFnZsWOHxn2laJ4lKJcdIDKUzfuO0nNcQsOSsoXzc3l9wm1LfaLshlSHAemF3RBZTw+irgsxIi8koq5pGzHiDurl3Vji/ijgPdXGL6JH7QrM798aECe9QuT9wq0H1B40iTVTR9G9SW3BYxtChhN3kQ0mp/y2lF9XrOfOnTv4+PgYaVLmJ6OLO8CGDRuYN28eT548wdvbm549ezJ+/PjEO+zh4eF8++237Ny5E4AmTZqwePFismQR/jdg0ntdhQsXZuLEifz000+0a1Kf0sXM2575a0eWdd3oSs/RJva6pFVKsdeWUuPi6oqLqytNmjbjY0gYN2/coEObVsz8cRoLFi9NOZTGMZOiVCq5f/8+LSd8yZeXQtJB9znXJO0AXVs05OKNuyzb8jc3HvlSttsoVo/uTZmCXxZ6ZRRhl1rWI+MNj+E4WBkvUqh6P0IEPj3nsmtapGrh7Ez/JdvImcWVWT2a6jW2kLQZD3cXbKyteeL3Wq9j6EOGyHXXsxv8zXsPmbNsLZMmTcrQ0p7ROHXqlNrne/bsSc+emi9MnJycWLVqFatWrdL72CYvUD558mQKFy5Mv7FTiY2NNfXhv2oU9i7JHjKGo2oslfQhFHVNpLQ9xJCyoZTq4WRjSbVK5Rk9+ju2b91CbHioxm21Efv5E2FhYeTI4qZ3Ayx1505bSkyqhkqQqqmSIiSQecO74501QQLuPfOj6rDpKBQKtQ2UdEm70IZJoL1pUrLt1DRMUtcoSVvzIG3S/jEmTpS0R8Yr07y0q5AiFz6toy7i/vxDEJ1/3cCt56/5Y0RnHO1s1ewpDRdvPyQ2Lo7i+U1X1STdSruDy5eHHsTGxtJ/3DQKFy6cWIlERkYXJv8UtLW1Ze3atVSpUoXfVm5gwrB+pp7CV8HXJuZSdnlNij7n0ZAovTakjOB36dyZKVOm8MucOcyaOVNnTqXq2GFhYdy6c5d3798DEBKa+rxL0SFX689TRzMlKysr/te9OUPmr098btuhEzSvUJwFe09jaWnB4OqlcEoiP0Ki7KaKsIN+UXZzRNhVGFvapUyTSSv57WL4ae8ZDv/7kHl9W1G+oP5lXXVF2xdu2cvYhWvp16oB7et9o/dxMix6Cromfl25ntsPHnP58uVkVUYyMuHRsXz4LL5bsT6YLhHctJglfFGxYsWEovQLF9C8fi1KFC5ojmkYla9NnI2NscRcyuMK/ZkLFVuxgi+mlKW3tzezZs1i0qRJPH36lK5dulChQoXEklS7t2+ma+/+TJ00gUnjvgdg285djJv8A2/fJUh76ZIlaNW8maj3lGy+Yn6mamQdNNdlr1os4TNl96S+LNx3hr6LtibbrkouT6r5JEQU1UXZU2KqpkmmSIuRUtjBuNIuNsKur7RLkdcO4qRdXX67OiJiYjl86ylTOjVkUGPjyPSbj5+Yt/FvFm7dx9iebZk5pLvJFkim+Wi7xLKu4u6jp8xYuIIxY8ZQoUIFoxxDJmNitvuOP/74IwcPHKDbyAlc3rMJ+3TQeU2WcdNjLmHXB21zNUbkHoTLvTqp/37oADzdnFn0+3K6dO0KQIlixWhQrw6Ll60AYPGyFbi7u+GcKRP9hgynTcvmTPj+O7I42eKdIztWVlYgoOKLaDSIOqivtw7JF6B++pzwfrO7OXPghwFcf/qKq3ef8PxDEEuOXaFETs90Iey6XjOnsINxpF2fdBhTRdlBnLRLwcUnrwiLjqFV5RIGjeP/4ROfP4aRLbMb7z4F4/f2Ay9ev+fAuascv3obaytLfhnRm++6tZJo5rpJs9JuJFlXERkVRbeREyhUsBA//vijUY8lk/Ewm7g7ODiwecsWKlWqxMSfFzB/mnkbDshSnrYwmbBrEUSdiPhwF/p+xP4eGpqW06NrZ3p07cyLl37cuHmLXXv3sXz1GmrXrM6ksd+zau16vhs3EaVSSc9O7Vi1YI7WSJzon5uI8y9E2AFu37lLr5/X4e7kQCGvrMQEBZPPyY7tH4I5fPsp5XNnwzYyefc6IWkxxhB2MH5ajDGEHaSVdn1z141RPQakk3ZDo+0A9/zf42Rni49X6gpQYsS3yYT5PPV/k+w5aysrKpfwYcm4QbSr+41RSj2mK4ws7Com/ryQpy9ecfXqVexNXBpbJv1j1pU+pUqVYs6cOYwaNYqGtarRpE51ox5PlvP0gaTSboiYSzG2yC8CXe9darFXkTdPbvLmyU2bVi2IjIzENj4Ka2trqpedw4g+3bh8/SaD+6i/fa7z56Xnz0CTqIP28o5/X7rDq4/BjGpUhdjgEKxsrFl96jpLjl2mtHdWvq9XMXEfIVF2ocIOaSeP3ViyrkIKaTdmnXZd20gVZQfx0i6Gh68/svjYZaoVy4elpf61JO74vuKp/xumDOhMiQJ5yJbZjdzZs5I9i1vCXTMzkKai7SYSdoCDJ8+yZN0WFi1aRMmSJU12XJmMg9mX6I8YMYJDhw7Rb8wUrh7Ygnf2bJIfQxb29IOx0ivMhtA5CfziEHJ+DE3LcbQAknRFrFC2NBXKlhY+Dwmi6OpQJ+vqxuhaszx3nr5i0dFLvA76zMp+LfENeE9mR3sODesA6J8W87ULO8jSnri9ltQYbdKuLdqetKLM56ho2i3aSjbXTKwe3knjPrqIi4+n99w1lCiQhzHd22BvxIo0QvlapT3g7Tv6jZlCkyZNGD58uMmOK5OxMLu4W1hYsH79esqVLUvnYeM4vmU1tra6W8ELQRb29ENaEXYxIqkOvb+QtL0HM0Xtnz5/war1mymWPyftmtTHxsaaOw+f8NL/NfWqVyGzWxI50fEz0Oe8ahJ1TWPuuXyX0at3s7p/Kxb0aEKp3NmYve8sg6uUYNv1hwytWQ4wflqMqYXdFLIuFWlR2MF00i6GX/adIygskkNje5DFWXjFqGcB73j14RO1ShcBYOfpa9z3fcWxpTNkaU+KCYUdICYmlk5Dx2Jr58C6desybHdUGeNjdnEH8PT0ZMfOndSqVYtxP81jgYH57rKwf0UYIQ3DEMSMK/gLzAxRe4CTx48zf/lqAL77cQ4KhYKIyAQp7de5DSumfqdxX6HnQZecCx33wUNfus37E6USmv+2CYBszo54ODnw89HLZHFyoH/JgnpJuzHz2NMb+kbbzSnsID7KDsZZhCo0t/1ewHuWn7jK5Fa1yC3iQuDMrYc0nzSf2Lh4CufKTkh4JG8/hVC7fAmqlpIbHgImF3YVY2f9xvU7Dzhz5gyenp5mmUNaICwqjveh0bo3lAAl6SeoIYY0Ie4AVatWZcGCBQwbNozKZUvSpZX4znCysH9l6CHtxhJ2fdA1F9GRKX0uYrR8idWuWhFbGxta169B8UL5sLa2olW9Gvz6xxb+vXU32bZCzqtYSdc1btLmSctPXMUCC37vXJ/pBy/wJjSc0KgYImPjOPbwBUtb1MTR5svHnami7GB8aU8p0+ZqpmTMBaZit5cyug6GRdiFyHrSFBmFQsmYzUco4JmZYfUrYevulmp7TZ8NC/86SrE8Xkzp2ZpdZ6+RO1dOqpUuSoPKZcwW4U0zEXYwm7Rv/vsAS9dv5ffff6dKlSpmmYNMxiHNiDvAkCFDuHjxIgPHT6dIgfyULVFE0H6ysMsIQWppTymiupqbiEXsfPX6gtQi+4W9MjPzuwGMn7uMSYN7UsInPwA5s3uy7cA/xAd/1CgDYiRdzPtM2ekU4M6rd6w+9S//a1yVVqUKUSanJ3UWbqNbqUJExcXTsWQBSmRLODdChR3ShrSrZFhMFZm01AwJxIu52H21STpIL+ogjayD+i6pa8/e4NJTfwDufvpMlazJ/641/Z1/joji8NU7uDk50vPnVdzfsZQcHpkFzUNq0pSsg9mEHeDfuw8YNGEGPXr0YPDgwWabh0zGIU2Ju4WFBStXruTBg/u0HjCKS3s2ksMzdQksFelR2PXtmpmWkKIzpsGIjC4bI8fa0O01oe8FgDHuJgxtUZuflq1nw/bd/DyiN7Fxccxfu5U6FUomk3Yh712f+akTdRWRgSFEx8UzYdNhvFwzMaBaKeIVCkZsOUoWBztGfVMKp//Wyxgq7GDeSLuHrbXozqhSHVcIxoiap0SXoIP21BcwXlQ9YRvh30fqhB3A72MwYzYfSfz/3N0n+WtCn8T/axNiRztbvLK44//hEwBhEabpTqkizck6mFXYAd68/0Dr/qMoVrwYK1askPPaZSQhTYk7JNR337NnLxUqVKDdwNGc2LpabXOmtCztGUHOtaHu/Rkq8wp7F6PVbhcrjFIJuL7oc3ypo/0qbG1sGNaxGT+v20mDymXZdeQk4ZFRRISHa52n2HOuTdCTkrRp0sewCIZuPcb1V+/Y3Ls58cHhTPznMtcDPrClUwOcbG1ECTtIk88OxkmP0Sf6LnZsIQiVbmPJeVLSu6inZNKO48n+/2PXxon/1ibGd3xfMXTxJgI+BlGvYmm6NKpJwVw5BM9PLGlS0lNiZmmPjIqi7YDvUFpYsXfvPhwcjNOgS+brI82JOyS0Y9+7dy81a9ZkwPgf2bBgVuKValoU9owu6kJQ2jubLhIvMNpubmHXdnypv/iMebExoV09Tl66QZOR0wAolseLMR2bJL4u9DwLlfOkpOxuChAbH8/h+8+ZuOcMVhawtm0dyrhk4vgzfzbfekJZT3dKOdgLqscO4iLsKsyZ025o9F1qSRcj6GLFHHTLuQptkg7Gz1NPilBRV2Hr7oZCoaBqiYIcuPkYgJ97NqdE7gT51vZ54fc+kHrfzyFXdg9OrfiJqqWEpZgKJV1IelLMLOwASqWSAeN/5O7jp5w5cxYvLy9zT0kmA5EmxR2gYsWKrFu3js6dO+OTPw8/jBqUZqRdFnX1qM5LWkilkaI+uFTjG2N/Fab4UrUMC+bv8T05c+8ZIRFRdKhWGitLS8ELR4WgTtDV8crvHd22/8PTTyHUzufFL42qktXJgcF7TnP06SsA8qTo/ihW2MF00q6v5GuLvhuzgosUOecpESrmSTFE0sG4OepiUC08jY2Lp9G05QSFRZLNzZmiubIxrGk1QPvfuKVLZkZMXYprJkdOr5yNaybhZSM1jpneRF1FGhB2FTMWrmDrnkNs27aNChUqmHs6MhmMNCvuAJ06deLp06f873//I3e+AvTo2Nas85GFXRhpSeC1YawFlKbEVPNysrelSfmiqZ43lqAnRVXCMTAiiu47/uFzTAy7uzWmdHYPogJDePj+E0efvmJKlZJ0Kpwn8e6c1MIO5o20q8MQSQfj1kZPijHkPHFsAeUZpa78YgjqqsTM23OKq09eUadUQcL937NyaAes3TWv7wr6HM7ddyEcOr+Po5dusHfe/wyS9nQr65CmhB1gw869TF+wnFmzZtGxY0dzT0cmA5KmxR1g0qRJPHv2jMHfTySXVw5qV69q8jnIwq4fYtNnBOW5C0iTkVJmTSXGKgFW96VubvRJcQHDJF0d3x86T1BkNOsbVSWfzZf89X3PAnCwtqJlgZxYWFjoJexgmLSnJwyJqutbwSUlQqU81fjpTNKToulv+/aL18zeeZzvW9dmWpeEnHZNIh0XH8+ywxf5ae0Ogj+HA/DTsJ40/qa86Pmka1mHNCfsAMev3WXghOn07duXiRMnmns6aZLY6Hgiw2JMc7CMWcY97Yu7hYUFK1aswM/Pjw59B3N6306KFS5ksuOnNWlX2Bp+KzQlljHhko+pQvLcdwcXSTulmgqh8quvJCdFJQhSjCUGsaKuTdJTcuP1B868eMOC2uXJ5/olFSY4Ooa/nvjRIn9OCIklglj1xzJQ2iFBWrXJe1Y7K9FRd02SbGj0XooFpPrUQgfxUq5PQyMpFo/qk4cuNU9ef6D3ws34eGdlYvv6OtNiRv70O+sPnGBA64YM7dAUN2cnwSUf072oQ5qUdVUK7/1HT+jYdwi1a9dm+fLlcgUZGaOR5sUdwMbGhr/++ovq1avTvEtvzuzfSU4v462YV2EuaTeGnIs9npQyb9KFqyR8QUmZQ27oWKYWaFMdz5iinrD9l/HDgxN+f8aducH6+770L1kQpRJmXrpDdGw8HTUs/tIl7FKTVIQNkW9Dap+LHUvqZkUgTsaFSHjqfaTNQTflnS6VQG88dp5vl2wmRxY3tv4wFAePbKm2TVotasP+E6zd9w+rfxhBz2Z1dY6fIUiDog6pi2S8CnhNs869yJU7Dzt37sTGxsZMM5MxJq9evWLcuHGcPHmS6OhoKleuzG+//Ubx4sVTbatUKmncuDHR0dGcOnUq8fmoqCi+//57duzYQWRkJI0bN2bp0qWiuummC3EHcHV15fDhw3xTtSrNu/Tm5J7tuLtJfzsTTC/sphZ1IUgt80Ll3ZhlIU2NqYXdWEid8qJ5H83HKe+ZmaX1KvI06DP/+L1l2PGrAJTJ7MbMqiXI7pBaJIVKu5BouwpdUfek6BJmqXLihUp+Wuommnp78YJmLCk3hfg+f/OBAb+uBaBU/lzkyeaR+Jqm0q5Z3BK+lxQKBdExsdj916MgQ4h6GhX0lKgrkPEpKJjmXfpgbWPLkSNHcHU1jpfImJfo6GiaNm2Kp6cnBw4cwN7enunTp1O3bl3u3r1L1qzJ16QsWLCAo0ePUqtWrWTPDxkyhHPnzrFr1y5sbW0ZPHgwHTp04PTp04Lnkm7EHRLKRB45epTq1arRukd/Dm//Ewc1X9iGYEppT4vCro2k89VH4k0deTcn6U3a9ZHzlBgSUdeFhYUFlR1cqezgSpcc3viFRxCnUJLP2QmrFLekxUTZxUi7CpUAG5rzLmVUPSlSdxLVJOhSllDUJ6c8LQq5ULK5u1C3bFFO3HjA3ef+KJxcsXLSvj6gabUKNKxeiYGzlnLq9mM2zPnBRLMVSDqRb7Foq2YXERFJm54DeP8xkPMXLshlHzMwZ8+e5e7duwQEBCT+nDds2EDmzJnZt28fffv2Tdz2zp07TJ8+nSpVqiQbIyAggA0bNnDgwAGqV68OwNatWylcuDCXLl1Ktb0m0pW4AxQpUoQDBw9St25dug0eybbVSyW5LSULuzhU70GswAuRd51R9zSe524uaZdCvoViTElXoWmRqaWFBXnVVNAQmxajj7QnRSqBF3s8oeiTh65O0rUJujY5N0UOub4ybqyGZUKIiIqm+Zhf+ffRM6YM6MyY7m2wt7NVu23S9xcVHU2u7J5YWVnRtUVD6SeWQcVbX3SVn46NjaXb4JHcuveAEydOULhwYRPNTMYclChRgoMHDya7OLOwsECpVPLp06fE56KioujatSvTp0/n+vXrvHjxIvG18+fPA1C7du3E53x8fPD29ubMmTMZV9wBKleuzM6dO2nVqhV9RnzP+qXzsbLSP3plKmnPCMKeEl0C/8o/ABdnZ1xdv44vBamk3ZQSrgup017Uoa2bqdbjpIFKL0mFWojE69OESBv6dg8VI+maBF2bnJsqIi6lhIuZgz5rX+Lj4+n+w2/cevKc47/PpFIJH53HDgr5zKI/d7Bi6x4+fApm9awJNK5RWfSxAVnOBSCkX0x8fDx9RnzP0ZNn2Lt3L5Ur6/nzkDE6s2bNYsmSJcme8/X1FT1O9uzZadKkSbLnFi5cSFRUFA0bfrmQHjduHF5eXgwfPpw+ffok297f3x8PDw/s7ZN/Jnt5eeHn5yd4LulS3AGaNGnCli1b6NSpE/Z2dqyc/wuWlpaixpCj7NKhTuDfvX9PwRJlAGhQrw7Vq1Zh3OhvsfyKUmbEkBZkXR9JT9jP+KIupaQbGm3XhNRSDuJqoEuR7qJO0jUJui45FyPChgi4OdJg9DnmH9v3cuDcNfYs+5kq1XSXNg5494FGfb/D7817erdpwoge7SmUN5fmHWQx1xuhDR4VCgUDvxvPX/sOsX37dho3bmzkmWUsYmPiiQo3TTlIpVJ4PcgXL16QL18+ja+/efOG7NmzJ/5/165dTJo0iZEjR1KqVCkADh8+zObNm7l9+7baqkIRERHY2dmlet7e3p6oKOHfb+lW3AHatWvHhg0b6N69Ow729iz6ebrgEkwZNcoeESfsF9XR2jilqhS2Tony7pElS+KtpGPHT3Ls+EmqVKpE7ZrVdabMpKVFqkIry5iy3rlU6CvqX/Y3rrAbI6JuLGk3FCkEPXEsgdF0MZF0dZKuS17FyLgk8m1KcRWZrhcdE8NPyzfQoXEdmtbSLe0vAt7QsM93xMbFce2vP/DJl0sWcyMgpiO7Uqlk5IQpbNyxm40bN9K2rXmbQsroZvLkyYwePVrndt7e3jx48EDj60kXny5fvpzhw4fTuXNn5s2bB8CHDx/o06cPy5Yt07jWwcHBgejo6FTPR0VF4eQk3BXTtbgDdO3alaioKPr164eNjQ2/zfhBp7yntdrs+iJU0oXuK5XMqy5WrGLC2bB6BT37D0q88rWy+nJXxCB515HnLkS2rVyziOqeqgt966erJMkcAm+fxcVgeTcm9u72kst7UkE2pcSL7R4qpB662IWjKUXdUEHXJuaiRFxCIRUjYpoQFDQQM+fIUP7YsZ+Adx+ZMjz57fOU4zx94ceiNZv4c9d+PLNk5tSO1eTJKS96lBqxvydKpZLR/5vOyg2bWbNmDV27djXSzGTMgY2NDUWKFNG53YQJE/jll18YOXIkCxYsSPTNgwcP8vbtW/r06ZOYIhMdHY1CoSBTpkwcOnSIXLlyERgYSExMDLa2X9a1vH79mpw5cwqea7oXd4C+ffsSExPDkCFDiIqOZskvM0SnzRgLy5hwo0XdHa0tDJL3lKjGklLgO7ZrQ60a1bCwsMDF2TlVbld6kXeVhAiJvCcVHzESr06iTCHzKpnTR+Dts7iKiro7ejiIjrqrBNYY0XexMi0lQhsV6VN2UWi6ixBJ1yTnWsVcoNRKIdkqxAZkdH3uiEGn6Du4sGzrXjo0a0iR4iU1brZj/xH6jZ2Ks5MTw3t3YUTvrngKbLAkoxt9f9/i4+MZPv4H/ti4leXLl6fKXZb5Ohg/fjxz5sxh7ty5jBkzJtlrbdu2pVq1aqm29/f3Z9OmTXh7exMUFIRCoeDs2bPUq1cPgEePHhEQEECNGjUEzyNDiDvA4MGDsbe3p1+/fkRERLJ64RysrTPM2zMpUgq8wtaJbDoaC6QXeVeNB8IXpukr8SpMKfP6Rt9NIe+QWnTTwsJUXUgh5yDNotGUkq5OvFNKukY51yDmQsVIyrueYgIjSdfgGDKHlJ9Xut53SGgobz58pH2zBhr3C/38mf7jfqRR3dqsWfQrTv+Vh1RoGTcsPJw9h46RL3dODp84jZWlJVPHfSfuzWghraQrGoKhF4dxcXH0GzmWbX/vY926dfTq1UuimcmkJ06dOsWcOXMYOXIk3bt35+3bt4mvZcqUCWdnZ5ydk3+mODs74+DgQMGCBYGEVJkuXbowYMAA1qxZg5OTE4MGDaJ27dqCK8pABhJ3gN69e+Pg4EC3bt2IjIriz2ULkt2OyIhIHXVPilQCL6R0ZFqQd8BoAg/6p9KkJKWUSSny+kbfTSXvyY5pZpEXKuVJ0VfQE17Tf9GokCh6KkkXKedCRFjKu4+Jn3taPv9SfnYZcnyh0p/yc0ypVNKm5wAA2rZpo/H8bflrD1HR0cybOSVR2jURHx/PpBm/MH/56lSv1a1RjRpVK2ndXyi6pDetir1Ud3JiYmLoMeRb9h35hy1bttCxY0dJxpVJf2zevBmARYsWsWjRomSvTZ06lWnTpgkaZ+XKlXz77be0adMGSCi0snjxYlFzsVCKWXabTtizZw8dO3akdrUqbF29lEwpkv7NkeNuzEWqxhL3pEiVPqOr7ruuajNavyh0LBYTKtn65L3rUxpOhdR136US+bRcBjKto0vQwThRdNAzkq5G0tXJj6bPTl2fb1J9RkXEaos/J8fRxrB0SaGfebo+03xfvKBomYqsXfE7XTt1AJJ/zt1/9IRtu/cye0FCT5LwV490HvP4mXM06dgz1fPfVCrPzrUr8Mhi3vQaUwu9lClXKsLCw+nUbyinL1xmx44dtGzZUvJjfG24uLjgUrkz2aqYZlHvzTltmTt7pqDFqemJDBVxV9GqVSsOHDhAmzatadCuG3s3/kFWj7TTNS89ImX0XVfkHTQLvLEj76DfolV9IvAqUspXWonI6xN9N0fk3ZwIEXQwXSQdxEu6UEFXJ+e6ot5iRFsd4XH67e9kbanXsZPKvraLjaSfg5ouWlSfc3lz5yZ/3rwsXLqc5k0a4+LijNLeme1/7WL6T3N48uxZ4j4lihUVFFhyzpKNCmVKUbNqZXz9/KhSvhzfVCpPxbKlDeppIhWaRFoKoTeGpKfk/YePtOzejye+zzl48GBiPrKMTFogQ0bcVdy4cYMmjRuTycmBA1vXkz9PbiDjRdzBNFF3FVJE34V0XNUWfU+rkXd9jqOLtNDUydidUtO6vAsVdNCv06iUC0fFiLpoQU/6nBYx1le4w6INE32ATHbiI+1O1rr30RXB1/S5uG/fPjp26oSFhQWdO3Vi3fLFrFqzjuGjxwJQplRJIiIjCQ4O4dWT+6LnLpT01DvDMirUJIKuDt+XfjTr3Iuw8EgOHT5M2bJlzTKPjIiLiwsOZTuQuVwrkxzv8e+d5Yh7eqNs2bJcuHiRRo0aUbN5e/ZtWkPZUiVMPo+M1nwpIk5p9Mg7aM97N1XkHfQX+JQCpa/ISxWRN6TspNiFq/pE3sG8Ai9GzlVok/SE140r6mKj6SlFPeVnU0ScMln0XJOcaxNzMfIdFBUreFvh2AjeUiX52t6PSurVnQttEXrVZ6SqqYtSqWTL1q2cOXuWgIAALC0t2bxpE61ataJX7948f/5c0OeivmgKWKVFoTeXtN+4fZfmXfvg6ubOxUsntTbkkZExFxla3AHy58/PhQsXaNq0KXVbd+bP5Qtp1rK1uaclOcZcpKoOKVJnDF20qvpwVyvwKoHRIPBiUlsMFfiUx0yJWKFXJ3imKDuZUkJ1iXxKqRUi8urkWV+Z10fENaFL0BO20SwbaUHU9ZF0dUKrTcyFivinSGMIO2R2sBE0B3f7BLnX9F6SRu1TnoOk0fmU50ydyOcrXIwiRYvy9s1bcuXOzZ3bt3B1dWXH9u2JJeB8ChVix44dzJ07l3bt2pE/f3618zKG1KcU+rQo8qZg35F/6DF4FMWKF+fgwYPJGu7IyKQlMry4Q0LHq1OnTtG9e3fa9RrInFlvGTFkkOAuq/qS0SLt6kh6saCvxOsSeCF572A6gVchVfMmKYReW+t5IVKvKacaNEu9NlFVJ/Wa5FeX0Esp4OoQIuXJt9ceDRSanw5mEPWk/08hnSkFVZ3UapNiITIeZCRhB3B3sBE0B21yr03oNUXndYm8hYUFq9eup3GDetjZ2bF+0xZq1a6Ds7MzEXFKPn78wLuPnyhdqhRTpk5lytSp/L17N40aNUo1B23fKVJJfdLfoa9B4pVKJYtWrmHctJ9o3bo1GzduxNHRfP0dZGR08VWIO4CTkxN//fUXEyZMYOykH3jyzJf5v/xktFrv5pB2U0fdU2KoxKcFgQfhwqypMY2xhR6kk3rQLfbapB7Ui70muRUj9Kn3FZZ6I1bE1Y8h7Fa9tnNjjIovYlJftIm6LklXJ7aapFiIjH8MS93mW0o8MtkJmoc2udck9JpkXozI5ylUlC279tGnawd6detCwUI+9Onbj2fPnvH3rr/49OnL33OVqt9QtvI3ou9qqvvOMVTmdX3mpnfi4uL4dtI0Vm7YzLhx45g9e3aaad4oI6OJr0bcASwtLZkzZw4+Pj4MGTKE5y9esPGPVbi5Gf5FL5McQ1JpTCLwIKnEJ0VbG3gVxkq7USGl2IN2udckr2KEHsSn3uiLUClXoevCBTSfQ2NUfREaVTdE1NXJrTox1iXk70ONK+xC8chkB6h/D+4OCWKe8j1n/u/5lOdGrMhDgsyXKVeeq3cfc+fmDWZMncz0aVPInMWD9l260qxpU4KDg/H2zknZcuWS7aspd14IQtIRhZARBT44JJSuQ77l1JlzrF69mn79+pl7SjIygviqxF1F//79yZcvHx06tKdavYb8tWUjRXwKmXtakmDuqHtKDInCG1XgQWcUHgyXeE0IkXuQbmGsJvTpAKsOdWIvNv1GrFBLiRA5B93nQYioq91Ogqi6ttSXpJKpS9KFCro2Kf/w2XTNsLI622udi6eLncYLDE2RenWReX1FHpL+LCzxKVOeXQeOoiroljJlU/Vz1FTFRp/P1KS/M4ZIfHpPo1HN/8Gjx7Tv2oPAT584cuQIdevWNfPMZGSE81WKO0C9evW4cuUqLVu2pEa9RqxbtZxmjRuae1oZGn0lPi0IPEhXJUYMxo7eCxV80P5+xebY65NTbwhCxRyE3YHQdt4EiToIlnV9ouraIupJhTSltAoVdG1ibsoou6eLnda5aJN6dUKvLjKvLiKvknhIfm5VEg/JfwYpS1Qm/Vk5afgs1CXwYJjESxWFh7Qt8SkvfA8cPkqv/oPIlTs3V69eo0CBAmaamYyMfny14g5QsGBBLl++nLBotUt3fvzfRMaN/tbgRatfw6JUQzHGF46uLxLBAg86JR7MI/LqEBq9V2HMKL66c6BJhDWl34iRbEMwVNBB+7mXKgVGaK66pqi6GFFPKbnqpFibmEeGxWh8TWocMtnqjLSrm39WZ3sg9ftIKfJCJR7UR+M1STxorlqjrp580p+3EIkX83maURe0qit9qVQqmTNvAVNnzqZly5b8+eefODubvqfL105sVCyRn01T9jejdin6qsUdwNnZmd27dzNt2jSmzJjBjVu3WbV0Mc7OmfQeU/VhaC6BV31wp6WUGW2IlXihZSRBu8CDdBIP4qLXYpD6gkCs6CdFl/SLWVBr6KJZIQiRcxD2sxMl6SokkHWhuepCZD2pmOqSdHVSrEnMo8JNJ+xCea/mOXUyr07kNUXj1Uk8qI/Ga5J4+PJz0x6J1yzxUgm8MerGq5NmY8i8mEaKoaGfGTh8JLv37mfKlClMnTpVXoQqk2756sUdEhatTp8+nbJly9KrVy++qduA7X+uo2iRwoaNm0YEHtKfxIsReDBiGg2kki+hIi8VUl0QSHEBYEhuvtgqOUKlWwyGRNAFjaFD1EG8rINhkXVNsq6PqGsT9AgTRNsdM9nqnIu9U8I2Sefu8N9+KeUckp+HlBKv2ga+nEdtkXj48nNQl04jVOAh4WeuqaNrRKxCZydXoY3yjNn0SYU+zZ+k6nB+/8FDOvXsw9t379m9ezetW7eWZFwZGXMhi3sS2rRpQ/HixWnTpg3V6jVkxeIFdGjbxuBxzS3wkP4kXt9SaIYKvApRIm9MJLxIMNYdARVJ5Vtsbr6x55YSgwUdNP4eGKNko6lkXV1EXZ0gC5F0fW+HOzhrrtuv7rhJZR6+zFcl8KBd4pPKuer8iBF4+HLuhQh8SnmHhJ+vMeRdCMaWdm1IJeea2LFrN4NGfEvevPm4evUqPj4+Rj2ejIwpkMU9BT4+Ply5coX+/fvTve9ALl25xuzpU7G1tdW9sw7SgsCDehlOqzJvLIFXIVTkQYfMGwtTXiSIQc0FhdgceGMvvBV6d0BfQQfNrdnTs6yLEXVj5KrqGjOl2Kecm0rkk74PdRJvLIFPKu+Q8PMSGn03l7xnNGJiYpg45UeWLF9Jly5dWLVqFU5O8tozmYyBLO5qcHJyYvPmzXzzzTeMHj2ay1evsWntavLkziXJ+Eml0twSr0LfrqdgGuk3pBmJkFx40J2HqUnSTIlZLh7UIeaCIonki60/b0g+flIERfR1vCdtP39tog6mkXXQLOxJn9dX1HUJdXTIB62v64Oda+q28+rmkVTmVXNXl1ajj8Cr5F3TNh/DokXLO2iOvssYxouXfnTr05+bt++wePFihg0bZvQu6TIypkQWdw1YWFgwYsQIKlWqRKeOHalUow6rfl9My2ZNJD1OWonCG4IumZZS7PVp7KSPxEPaqI6QkrRw8aCLVBcXuiRfhNhLgoCLDjGSnriPxLIOhkXXxci6GFEXK+hRara3VyPkYo6VUuhVc1Un8JA6Ci9G4FNG31Xb6JJ3SJ06o0ve9Ym6y3xh74FDDBg6Alc3N86fP0+lSpXMPSUZGcmRxV0HlStX5sbNm/Tp04cO3XoycuhgZk37QZLUmaSkxSi8VKSUbClEXt/OrGIakQjNv9Qk+MbO39R1/JQYaz4pjy/k4iKZ3OsZvU+GHilFQuYpVNJV6CPrIF0qjCGyrk7UdUm6OikXgtj9Uop+ynmpRD7pe9AWhdck8A5JovS6BD7l60JSZ9TJe0o0ybuMZmJiYpg0dTqLl62gVatWrF27Fnd3d3NPS0YNcVFhRrk7p5YMWg9SFncBuLu7s3v3bhYvXsyYMWM4f+kSG1avoGD+/EY5XkaWeJB2oawUnVlV6LtIy1SCnt6Pn1TwRcu9CpGCLvQOha73oI+og/HKN2qSdUgu7EllXUhUXdMXqhDRjgr5qHMbXdi7egg+flKZV807aSReWxRek8CnjL5D6ui6uvQZsakzSRGaMqMp6v6157k/9fWlZ/9B3L5zj4ULFzJixAg5NUYmQyOLu0AsLCwYOXIk33zzDZ07d6Zyjbos/PUXunXuaNQPia9F4qWMwicdVwzqzq8UFRcy4s9NKEnPny451idyLwYhFxjaflbqfkdTijqYPrIOwmVdiKhrk3Qp5FwbmsZXJ/SqeaoTeEgdhU8p8Npy4IWkz2iTd1PytUq7Uqlk45ZtfDt2AtmyZ+fChQtUqFDB3NOSkTE6X+dfvAFUqFCBGzdu0K59e/oNGU7P/oMJCTHNgkHLmPBUj4yCIYtj1RERp5TkYkBh62TwIz2hOm9CH7oQc06U9s5GfQiZn7bzkez5WIXa6Lq23HWVtH+KjJU0HUYlmVHhMRqlPfJzpE5pjwr5oFHao0I+Gl3apUTdolaxOKQoM6lNzLW9pi3a/vHdWw78uZJZ47/l4Z1bWucjNsddyGdqev0OCQ4OoUe/QfQfOoL2HTpw8+ZNWdpljM6zZ89o1aoVbm5uuLm50blzZ/z9/ZNtc+LECSpUqICDgwOFChXizz//TPZ6VFQUw4YNw9PTE2dnZzp06MD79+raxWlGjrjrgbOzM+vWraNx48YMGjSIijVqs27lMr6pUtnkc0n5wZveRDEpxuj4qm8uvClIqyU4xaDrPWg677p+T6UWCjF/F9rek64IO0gbZQdhOeyGRNm1yboY4mO0V52xstVcn10bmtJnEl4zXNATx3ISvm4pabQ9JUnTZFJKeybLeG5ducrzh/e5cvofrp49kfha4Mf3zPtjs6j89q8x2n7h0mV6DRhMcEgoW7ZsoXPnzuaeksxXQFRUFPXq1aN06dKcP3+e2NhYRo0aRfPmzblx4wYWFhY8fPiQZs2aMXbsWDZt2sS+ffvo06cPXl5e1KtXD4AhQ4Zw7tw5du3aha2tLYMHD6ZDhw6cPn1a8FxkcTeAzp07U6VKFbp27Uq9pi0Z+91I/jd+rOQLV8WQEUTemAKfdHxTkF7lXJ2ggnhR0Pb+tf0cTPl7K+RnJETYwfwVYlJG2ZMiNC1GqLDrEnVt2+sr8UnRJO3qou3amjoZStJoe1JpB4iPi+PJ7X95/eIZf/46jYjwsFT7W1lZ0bJTdwZ9N0GjtGeUijKGLOSPiYlhxs9z+HXBYipXrszpM5vJmzevxDOUkVGPn58flSpV4vfff8fDIyGYMHr0aFq3bs3Hjx/JmjUr8+fPp3Tp0kyfPh2AwoUL8++//zJ37lzq1atHQEAAGzZs4MCBA1SvXh2ArVu3UrhwYS5dukSVKlUEzUUWdwPJmzcvZ86cYc6cOUydOpXDx46zbsXvFCtaxNxTAzRHLtOD0BtD4NWNZ6jISz4/DdKsCUcbS9H7aCM0NAQXF1e1r4k5jpCW7Pog9Odl8MJnDe9Vl7CDaWqwa6sSo0+UXYiwi5V1Q9EWbTclSeU8abRdU4pMaOAHLuxaz9HtG4j4nDyVsnz12pSpUp2okCDqNG5OyXIVsbKyknS+aeUOo9CKV0m3Uyfx9+4/oPegodx/8JAZM2Ywbtw4rK1lfZExHT4+Pmzfvj3x/y9evGDp0qWUK1cuUeTPnj1L69atk+1Xt25dRo0ahVKp5Pz58wDUrl072bje3t6cOXNGFndTYm1tzaRJk2jcuDHdu3enSu36zJjyP0YMGYilZdqMlJhD6GNiYnj06BHBwcFkyZKFnDlz4uKiewGisQRehSmi4lFRUUwcNwYPj6w0aNaS4iVLCV7U/Dk04YvfWcO5klLab9+8QbN6NSlXoSJb/z6Ag4P+kUqh85Iyiq8vQuZqiLCDaRagZhRhB/1SZKTIbYfU+e1C8Mhkx9uXz7j+z36Ob/2DqIhwFPHxALTs1pfWPfqTK39BIHXXVEB0tN3QNBlj5LdL0ftCNYbS3hmFQsGi31cwZcYs8ufPz+XLlylXrpzBx5D5epg1axZLlixJ9pyvr69BYzZs2JBjx47h7u7OiRMnEr/L/f39yZUreaNOLy8vIiIiCAwMxN/fHw8PD+zt7VNt4+fnJ/j4srhLSLly5bh+/ToTJ05k3OQf2H/oMCuWLCB/OrqdJ+TDXKzcf/jwgf/973/8tWsX4eHJxy9UqBBt27Rh/PjxOiXR2AKvjps3bnDm9En69h9IpkyZRO+vEsJZM6azZdNGMjk7M+/XOZQpV4Hh331Pg8ZN1V7chYQEM+OHSTx9/Ij79+4SEx1Nrbr1GDtpCiVKldZ6TIVCwcs3b3HKlAknp4Q5K/+rZ5v0YiEiPJzHD+4TGhJMXFwckRHhXLlwDoB/r11l8oSxTP91oV5Vk8Tc2pfywkNq1Mk6aBd20BxlB8NSY6SMsusSdnPIelpHXbQ9LiaG5xeP8MeujTy/dxOAgiXLEhURgf+zRyz56yiFS5ZJ3C8jdks1RrO654/uMfDb8Zy5eJlvv/2W2bNnpxIemfRHbFSY3v0fxKJUCv9uefHiBfny5dP4+ps3b8iePTsAc+bMITo6mpkzZ1K/fn1u3LhBrly5iIiIwM4u+V041e9sVFSU2tdV20RFRaV6XhOyuEuMg4MDCxYsoGXLlvTt04fyVWvy0//GM7hPdywc1acfpDfElKj8+PEjjRo35sGDB0ybOpUaNWvikSULHwMD8fPz4/SpUyxavJj9Bw7Qu3dv2rRujbe3t9YxHa0tjC7vcXFxBAZ+ZMumjaxeuZzVK1cwY9Zs6tSrj4uLC9HR0SiVSuzt7VEoFISFheHs7ExkknnFxCRI1fbNG1m+eCETp/zIwGEjOXX8GL8vmk//Hl3IX6AgHXv2JUtWTywsLHj39jVPHj7g7PFjxMbGUK9Jc2rUb4SrmxvrVy6jSZ3qFCpcFEsrK6pUr0m9Js0oXa4Cdv99ODy4e5vhvbsR8MoPCwsLcuTMhXvmzDx99JDoqCjcs2QhV+68WFhYcOfmvygUyT/YXN3dKVOhEjXrNWDRL7N4+zqA+k2aEx8fR2REBLExMQQFBREXG4tSqSA2NhZbWzucMmXCI6sntRo0JE++AhqFVx9Mnd+rbe5ihB3ER9lTvqbPAlRDo+zGEnYhee1SR9nV5bY7poimp1yUmjTari1FJirsM+f/Wsf1A1sJ/fQRJxc3bGztiI2J5umdG1haWVGvZTtB0i5ltN1U1WSM1VlaoVCwfO1GJs38hayenpw4cYI6deoY5VgyGZ/JkyczevRondt5e3vz4MEDja9nzfrlc6ZMmTIAbNu2jVy5crF27VqmTJmCg4MD0dHJ75SqhNzJyUnt66ptnJyEB0QtlMoM2loqDfD582fGjx/PsmXLqFm1Mivm/0yBvHnM3jBHCrQJe2hoKI8ePeLc+fNMnjwZpVJJ+fLlOXf2rNrtb9y4waxZszj2zz/ExsZSsWJF8uXLR8WKFWnbpg05cuRI3O6vv/dSrkIFihYthnfOnJLlOa5fu4aVy38nPl6Bra0NT588SfwDs7KyolqNGpw5dQoAd/fMhIaGEB8fj1OmTKBUEh4eTqZMzpSvVJl3b98QHR3Fa39/YmNjUSgUdOzand8WLwO+iOGNq1dYu3wx/xzcnyjQjo5OFPApTKlyFRgw4luye325iImNjeXo/j1cPn8WRXw8J44c4lPgR6ysrPDwzIadnR0Br/woXKw4Q0ePJyQkmBdPnxD48SMFChfGxcWVD+/f8dz3OdHRUZSvUp3iZcqT2cMDa2sbbG1tyZQkt/3UkQOsmDebJw/uYW1jg4ODIza2tri4uWNjY4OFhQXWNrbExkQTEfaZjx/eEx0VxZylK2nZvpMkP5e0QkphB/2lHUwbaQfDFqEmRSX10iwu1Z6/LlbUNS1ATSnqieMnEXZtpR/VRdl9b15m28xviYmMwN0zB+GhwYSHBJHVKxdNuvWjcJmKFC9SGCfnL+ltUqTHQMaW9mcvXjLg2/Gcu3SFIUOGMGfOHL3udMqkTVxcXIjNUQX7PFVNcrzgEz/z25zZgsRdFy9fvuTatWu0a9cu2fMVK1akXLlyrFixgmLFitGuXTtmzJiR+Prq1av57rvvCAkJYefOnXTt2pWIiIhkRUxy5szJqFGjGDt2rKC5yOJuAk6ePEmfPn348P49MyePZUifHomLkdKTxOuKrisUCv7es4fR333Hu//qkjZv1oz+/ftTs2ZNnakwISEh7N69m1OnT+Pn58e1a9eIi4ujXPkKFC5ShBPH/+HtmzeJ29vY2JA7dx5yeHnh6OhI7jx5GT9xEpmzZBH8ngIDPzL/17ksW7qE5i1bkTNnTqKio/Ep5EOuPHmIjIigRq1aZM3qybOnT7l29Qpv3rwmc+Ys2NnZ8fbDRxQKBdmy5+DVy5dcvXyRnLlykcnZmWzZc+Dg4EBYWBg9+/RHYav+Nm9cXBwx0dEoUeLo6CQ4NSU+Pp4nD+9z8/pV3r1+TUxMNLny5qNtp27YJrkdp046xRAbE4P1f6KujaioSGoXz0NcbCzte/Slco061K5TC2cNC13TC5rOn7mi7ZD+GivpK+kgXtRBvayrK/coVtgBIj+HsLh/M7Llzk+23Pk5t2cLhUqVo1Xf4ZSvWR+PTMn/ztNKlB0Ml3ZjCXt8fDy/r9nADz/9ime2bKxZs0aOsmdA0rO4//3337Rp04anT59SoECBhPGDg8mdOzczZsxg1KhRDB48mHv37nE2SZCyS5cuBAUFcfjwYV6/fk3OnDk5duxYYnnIR48eUaRIES5evCh4caos7iYiLCwsMfpevkwplv/2E6WKFU18PS0K/B/r/+TgsRMULVKErl27UqSI+ko5T548YdZPP3H61CnevntH8+bNGTVyJPHx8VSrVk2vqHhEnJLgoCAOHTzAP8eO4v/qFTm8vJgxa3bCMR8/wtfXl5cvnvP2zRsiIiO5eOE8NtbW/PTLXNq276BTNIM+faJKhbJERETQu28/fpz5k+DFxGLzsqVMHUmKoVIuNW8DXrFp1e+cO3GUVy98sbKyIk+BQhTwKUru/AXIV9CHgkWKYW1tw55tG8lToBANW7TB0Ul8VE1MvWt90HZuU0o7SJvXDtKLO2iX99TbCpN5sZVf9JF0EB9RB/GyDsmFPauzLZGhwTi4uGFhYUGI713+/Gk8IR/f8cOmI0ztWJeKdRox8uelWFhYkDlF3faMEmU3lrAD3Lr3gMHfT+TfW3cYMmQIv/zyixxlz6CkZ3GPjo6mUqVKODk5sWTJEpRKJePGjeP58+fcunULZ2dn7t27R9myZRk9ejS9e/fmwIEDTJgwgSNHjlC3bl0AunXrxsWLF1mzZg1OTk4MGjQIV1dXTp48KXgusribmAsXLjBgwAAeP37Md0P687/RI3Fw+PJFkVYEXmHrRPv27Tlw8CAeHh4EBgZSsWJFypQuTWRkJHXq1KFFixas37CBMWPGkC9fPtq0aUPTpk35pmpVvRY0Gpq3/u7dWyaOG8ue3bvoN2AQc36bp3X7c2fP0KpZE3bu3kOdevWFzdHEwp7WxFwMAX4vuXLuFI8f3MX38UP8fJ/x4d2XOyYOjk5ERUbg4upGy07dqFyjDp7ZvciRMxcOjoZXNzJE7A2RdjA8TQYME3fQLO8gTuANQVeDJFOIOqivEqNN2O1jgjm5cSk3j+0hNjqK9hN/xffyCf49cZDchUvw7S9L8c5XkB/7tefRzav8umEXJSokj5ZlBGk3prBHREQyc94i5i9bTeHChVm9ejVVq5pG6GTMQ3oWd0hYoPr9999z7NgxoqOjadSoEfPmzUtWSebw4cOMGzeOx48fky9fPn788Uc6duyY+Hp4eDjffvstO3fuBKBJkyYsXryYLCIyBWRxNwMxMTHMnTuXGTNm4J0jG0vnzKRezerJtkkq8Eqlkk1bt5MrZ06yZHbHxtaWwoUKJr5++eo13r3/QGZ3NwoVLMCpM+d45e9PZGQUNjbWZMmSBW+vHGTJnJkiPj64uqovK6hKhXn79i0LFy1iwYIFWFpa4vvsGceOHePI0aPcv38fG2trbt2+jZ2dXWIeeIC/P5kzZ9brfEi90PT7b0eybs0fbNy6nSZNm305TkQEv839hUcPH/IpMJDLly4CcOrcBUrqqNRiKmFPz6IuhNDgYHyfJCyULVS0ONFRkWxa9TtH9v5FUOCXCG+p8pWYNHseBQoX0+siUBvahF7I+TdE3PXpigq6xR3UyztoF/jE8Q0QeaHdS00l6aC5nKM2WVe9/ubpA9aM7QVYkD2/D89vXcHeKROOzq50HPI9tVq0x/K/VMewkCD61SxBn+8m0XXIt4A4YQf9yz3qkva0KuwA/5w+y7BxP/D67Tt++OEHxo41b+NCGdOQ3sU9rSBXlTEDtra2TJ48mQ4dOjBw4ECadOxJuxZNmTNtErm8vYAvH5yfgoL5Y9tuJk+bkWyM8mXL0LVTQjrI6PGTUh3DzdUVJydHYmPjCPz0ifj/6gk7ODjQtmULWrVoxvsPH3j37j0xsTHEW1gTFRXFvXv3uHLlCra2tnTt2pXWrVqRLVs2unfvTvfu3RPHf/nyJfv27+fy5cu0atVKL2k3RmUYpVLJieP/ABAVGUlcXFxiqs7TJ49Z8NuveHl780216jRo1Ijq1WvqlHaxiJX2tCLr6oRUcuydyFOy/Jf/ZnKj38QZ9B43jfev/Ql894YAvxesmz+bzg2r4+mVk84DR1CiQhXsHRyxtLTEydklYV2BmzP29uIXSRpyvsVKuzZS5rcbCzvXrDrlXah8izmmNgxZSJpqLC1yr6lBkjphB3jz9AHrJvTFPUdOvl+8ib9X/MqLO9fInqcAP6zYTCYXt8R9MjvYcGjdJmzt7Knboi2Q/qPsxhb2VwGvGTftJ/7ad5BatWpx+OgxfHx8jHpMmbRFXGS40dfUJJJB49JyxN3MKJVKNm3axNgxYwgNDWXS6OG0atyQ3QcPc+nqv5y7fJXwiEjq1KrBt8OHYmtjS1BQEBu3bufwsYQqLAAH/96Jq4sL6zZupmqlinTr/OXWTFxcHO/efyAwMJBDR4+xcet2Hj95irW1NVmzZsXW1hZLS0tsbGzwKVSI8uXL06NHD51lGfXFmKUclUolI4cNYfPGPwFo1qIlGzZtAeD9+3cULZifufMW0Lf/AMFjCo22ixH2tCDrJhF1PYmOiuTu9csc2r6J04f2aNzO0SkT3vkKUKxMBSrWqEuJCpXJmVX4LUexGCtNJuVruiLuIC7qrg4hkXhtCG12JHYRKYhLeVGhSdIhtairto8MC8Xv3g0+vfYj8nMIZ7etIke+QoxcuIHwkGCmd21IfFwsc3f+Q+5CCWuSVHnsCoWCUZ2a4eLmzu9/7kg1vj5RdjCPtIsRdoVCwZ0Hj4iOjqZIoQI4Ojiw/+hxNu3cza0791k6dxZlShTD96UfAW/e8ikoGOdMTjx/+YqfF/6Oi4sLv/72G127dpX8bppM2sbFxYVIt5JY5yhjkuNFXVvFb3N/znARd1nc0wihoaFMmzaNRYsWYWtrA0qoXqUiVSqUo/+AAWTPli3VPoGfPnHk2HGKFvahbBlxUWPfFy9wz5YTV1fTV/wwdg12pVLJg/v32L51C4sXLuC5/xtcXFz45+gROrVvy/HT5yhTtqyoMcWkyqQHgU/L0p6SzyHBvHj8kNjYGBSKeMI/f8bS0oLoqCgC37/F79kTbl46x/vX/ljb2NC6R38GTfgRkK7ZjabzpSvaLkbcU76eUt5BuMAnRYzMG4I2QYcvkh4X+ZnA2/+AUoGdew4cM3tgnzk7VvZOxEeFY+viITjVJSnq5FzTPh/8nvHPyl94eO0C8XGxWNvYolAoqN++G92/+4Fn926yeNIIwoKDyFe4GEt2Hk62v6utFbMmfMvebRuZv3Yr1es2BPSXdUj7uewPnzxjxbqNbP97Px8CAxOfL1bYh/uPHmvdV1VFbeTIkUybNk1Qx2yZjIcs7tIgi3sa4969ewwfPoxTp07TuF5tZs+cQbGi6qu5GILY7qdSYqrOp7dv3aRerRpYW1tTpmw5goKCePL4EQeOHKNK1W/0GtMY0XcwvcCnJ3EXglKp5M2rFwxr25DoyEj23/FLViFIX4HXdp5SSjuIE3fQHnVXIST6rkKXxKcaW6DU65LylKiLpMfHROLk7sqb87t4vn+pxn0rTViLs3dBtcIdFfqJHJ4eWNvoXmyqwiNT6udndGtMwLOHyZ7rPHICb14844P/C+7/exVnN3fCQoL56Y+tNKjfMNm2qxbMYdWCX5j621I6de2q8b0YIutg3rrsUVHRXLt5i5PnLrL38DFu3b1P1ixZ6NGxLY3r1WbDtr+4cOUaRQoV4IcxoyhcqAB/7T1IWHgEXjmyoVAqWb1hM8fPnKdGjRosW7aM4sWLGzxXmfSLLO7SIOe4pzGKFy/OiRMn+euvvxg/fjzlq9Wid/euTJk0nhz/tds1FHNKuykpVboMV2/cZs/fu3j08CEenz/TrUcPypWvoPeYjjaWguRd9YUtVOBVkbq0kEKTHrGwsODFk0eEhYbQb8z/UpX1DIqKFSXvui5s1Em7EDxd7JLJeVZn+2TynvJ1SEgPSSrvSdNIUkq8OmFWJ/NKpRJFdDgOzvqX3dO2cBSSzzPk2Q3urR6DjXMWLK0sAQtA/QV8Vlcn7Cyj4OMbbOwccPPKQ1RYKFe2L+fm/o0UrVafyi27EhkaQr4ylcjknlCOUiXoSqWS53f/JVfhEtjY2uHukPrn3qBdV45sW8ebl76Jz+1cPg8XV3fi4+PAwgJrKyvmrvyT2imk/dLxg6yc/zODRn2vVtoNlXUwnbBDgrTHx8dz9cYt/r11lzsPHnLzzj3uPnxEdHQMLs6ZaFyvNuNHDqVFo3qJLdtrV0+9wLBXlw68fvuO6XMXsG7LDvLmzcuOHTto166dnBYjIyMRcsQ9DRMTE8OyZcuYPv1HoqKi+G74MEaPHGZQjdu0IO2mirgbG2Olz4BpBD6jRN1f+z3n3vUrrJo7HZ8SZZixYqNRJUGTtKtblJoy4g7qo+pCIu+gPn1GhbZIfEpuz+9KXHgQAB7lmpKzwUCC7p/h5b55OHkXwd4zL5+f/Ut8bCTFBi3HJlPC4nNlfByfX97GxjkLDlnzJI6nKyf99qpJfLh9lryNehEXFU4mBzviYqIIuHGWyKD3FKnVHKVCSci7VwS/fUVUaNCXMZxdiQoLxcbOgUyZPQh+F4Div8X2tvYOFCxTEfesOShSqjTW1rYc27EB3/u3yZEnPza2dmT38qb78O9xcXPn+aMHPLz1L3euX+L5o/tEhn+RX0tLS7J756R46fJUrV2P+s1a4eiUKfGiOioykm0b1jLvpx/5pmYdlq7fnHiBqEvWQTphB+mk/cmzZ/y+9He2/72fj58+YWtrS5FCBShdvBhlSxWnWqUKlCpeNDHVRR2qCmifP4cxb9ESFiz9HQd7B6ZMncrgwYPlajEyicgRd2mQxT0dEBwczE8//cSiRYtwcXHm+5EjGNi3F05O4iVcFnfpSa8Cn97F/d8LZ7h4/DAHtv1JbEw0+YsU5+c123D38DTaMbVF2g0Rd9Cd856SpBIfExrI51cPiPz4Chsnd6xs7YgO+YC1nROWmbIDSuLCQ4j9/BErOyc+3DxMhP+DxP2zlGmElb0z7y/tTHUcG5esOGYviIUyljD/R8RFfsbKzpFSw5cTFxFCplxFEy+UNNVL3zumNeEfXlOwThvK9xxHNteEz6GQd/6cWDadyNAgHJ0cccvmjUeufGTNlZ+8efMS+DaAjwEvcXLNTKnq9ciby5uY6Cg+vXtDRHgYR7asJfxzKMHvX+P78B6K+HjKVatF0dLlee33HCdnVy6dOMKHt68T5+PhmZ2ylapStFQZvHLlIVsOLzw8s5E3tzc2Nl+i8wqFgjcB/rwJ8Ofk0UPs2rqJ4E+f6NGnP//7cSYOjo4afzYqhMg6mF7YlUolz1++pGiZigCMHjmcVs2bUr5smWTnQAjh4eGsXLOe3xYtJjT0M6NGjWLixIm4ublJMleZjIMs7tIgi3s6ws/Pj+nTp7N+/Xrc3d1EC3xakHbIeOIOxpV3MI7Ap2dxP3Xgb2Z9N5Cs2b2o2bgFPUaOwymTcZuXiZV2UC/uIEzelUolcdGR2Ng78j40mpjPQXx+9RhFbDRx0RFEhwQSFvCU0Jf3ifyYIKZWdo7Ex0SCUomlrT2K2BhQfvndsbS2RREnLDJv45wZ1wLlsHXOTFjAY6ztHXHMURB792w83Tk3cTvnXIVxzuWDR7Eq2GfxwokIPr/1I/pzMFY2tji4ZSX2ox+PTh/g88c3tJm2kvLVa6U6XspcdHUpLik7kyZua29DaHAwMTHReHgmX8j/xt+PhzevksXDg/yFfMiWw0vrHZmgwED27drBpjUreen7DAA3d3fadexCr/4DyZe/gOaThnBZB9MJu0Kh4Nnz55y/cIlTZ89x9vwF/AMSfmd+mDCO/00YK3rM8PBwVqxZx28LFxMcHEKvXr2YMmUKuXPnNmiuMhkXFxcXIhzyYJO3ptGPpYwJI/rWRn77da4s7jLm5/nz58yaNYv169fj5ubK96NGMKhvb1ngzYwpu6oaKxKfHmR+6YxJ/P3nauq2aMv4ub+nymc3Brpy2rXVbhcr74r4eA4t+ZGXl48RFx1B5jyFiY0M5/O7V8m2s3bIhFP2vDjnLoJbgVK45i2GnZsnitgYFHExWDtkQhEbTdSnd1hYWmLj5IK1owsRIeHEhgURGxYMFhZYWFmDQoEiPg6lIh4HZwesHTLh4OGtUXDfXvsHpTKeLO5uvDh/kNA3LwgJ+JIvbmFphYOLG3ExMcREJF/42O+3P8lXupLeoq5rrYLQjrlKpZLPH97x7Mlj/F4+58G9e1y/epn7d+9gYWFBo6bNadepC7nz5iNvvvyJud0pESPqIFzWQT9h//w5jPsPH3L3/gNu373Lnbv3uH33Hp8/h2FhYUHZ0qWoVaM61apWoXaN6jiLXOeQUth79+7N5MmTyZs3r+i5ynxdTJ06lenTp2OZozxW2UoZ7TjKmHDinh4CpQLfR3fIly+f0Y5lDmRxT8e8ePGCWbNmsW7dOtzcXBk6oD+D+vfBQ0TrXJBFXirEirsKQwQ+KcbOi08LUv/ozk2Gt2vIwPHTaN93iNEXvAldhKqr6ZImeYfkAh8XHcXLmxc48Mu3FKrWGEe3zLz3e45Ljjy45y1KVp9S2Dg4YWVrj7Wt+vKH2tJr9EFbCUb4Uobxk78vsZER2Dk545zVixxZEoQwKjyM9y+fEPMxgGJVauGS2SNxX0NlXaikO1lbEhsby9lTJzh2+CCPHtzn8aNHhAQn5NJbWlqSJ18+KlSqQoVKlWnYpDkeWVPXqRcr6Yn7iZB1UC/ssbGx+Pn74+//mtdv3hDw+jWfw8KIiIjk/YcPvH79hqe+vrx+8zbxPRUqWIBSJYpTplRJSpcqSfmyZcjs7q7Xe/gYGMiK1Wv5fdVqgoND6NOnD5MmTZKFXUYwSqWSadOmGVXeM7q0gyzuGYIXL14wZ84c1q1bByjp2a0LI4cOpmD+/HqPaW6ZT48Sr6+4J0UqiVdhyio1phD7w39t4beJo9h/+yV2enRNFYqYqjGapD0s+BMntq2lZPV65MhXiFev3/I58D2x0dHkK1MZS0tLFAoFgf7PeX7rCrfPncDv1gUUcXEA9FyyDzevPGrHNlXX1aRoqpMO4koxppR1qUR9xcLfWPTLLHLlyUtMdDShISEolUps7WxRKJRERoQTExND/gIFKVW2HIV8ilCkWDEKFS6Cd85c2Nra6i3mKTFU1JVKJa/fvOXavzc4cfo0x0+e5pnvcxSKL3/Pbq6uuLq4YO9gj6eHBzlyZCd/vrz4FCxI8aJFKOxTCAcHw/9Gnvr6suj35f81srOgd+/ejBs3ThZ2Gb0wprx/DdIOsrhnKD5+/MiyZctYvGgRHwMDad2iGd+NGEblivqXP0yJOYQ+PUm8FPKeFKlFPinpsXb80/t3GNqmPlXrNmLq0nWSp8noU+ZRk7hfObKHNVNHqX0te/7CWFhYEvj6JTGREVhaWZOrWBmK12iIZ56CuGXzQuHiJXouuvjwOUqrgAtBjKSDYVF1XRH1pNVcqpYpjv8rPwCatmhFuYqVsLS0JDoqCisrK+ztHahZoxolSpaS9E6No7UFkZGRPH/+nCxZspBNTbM8dVjGhKNUKvkYGMgz3+f4Pn/Bk6fP+PfWLW7eus3bd+8ByJc3Lw3q1aFMqZLkzZObXDlz4p0ju17FCcRw+eo15i1awp79B/HIkoURI0cyZMgQPDw8dO8sI6MFY8j71yLtIIt7hiQyMpI///yTX3/9lSdPnlCpQnmGDRpA21YtjFKay9Qyn5ZFXmpxT4oxJT4laTlSf/bIPqaP6EeJ8pXJU9AHnxJlaNKxu14ypm899qQ8e/GSIxuWYWlpRebs3pSt0xgPr1yc27OVjbMnUKVpO3zKVcEtazZcPbLx/tVzLhzZh0MmF9yyeeFVqDi5ipbGzlFcrrHUKTGgOy1GhRhJB2mi6ilLLr547stf27bw8P493r19g4WFBf9euwrApB+m8v3YcRrnL5aUEfSgoCD279/Pzp078X3+nKdPnya+1q9vX5YsWaJ2HMuYcD4FBbFm/Z8cOnKMu/cfEBwSkvh6Ns+slC5VknJlSlOuTBnKlSlNrpzekr0PXcTExLBrzz6WrljFlWvXKVSoEGPGjKFHjx6SRO9lZFRIKe9fk7SDLO4ZGoVCwf79+1m4cCEnTpzA0zMr/Xv1pH+fXnh75TD+8U0g9GlN4o0p7powpdCD+XLpP4cEc+X0P8RER3Nox0Ye3Lye+Nq0peuo1qCpoPGlkHUVQZGxXDywk/UzxmDn4IhSqSQ2JppmfUdSu0MvVk0exqNrF3DNmo36nfvj5OqKs7sHrlk8sXfKhK29A87umbGyTpBYbbnwpkaTnKsQI+lguKgnZdumPxn/3QhcXFwpWboU3t45CQoKwt3dnarVqtGyVRucnXVXGRKT0hIZGcmhw4fZ+OefHPvnH+Lj46levTolS5akdKlS2Nja0rdvX5ydnXn75k3i3SBVGkxkZCRz5i1k8fIVREfHUKl8ucQIupdXDjq0bY27mUooBrx+w+q161m9fgPv33+gXr16jBw5kubNm5tk8bfM14kU8v61STvI4v7V8ODBA5YsWcKGDRuIjIykdYtmDBnQj+rfVDVZRztZ5M1DRhD7t8GhjOjQmOePEmqPOzplIm/houTMWwC3zFlo328o7llSLyZUh5TiDuD35CE/DelKaFAgXvl9ePX4PgDzjt3C0dmV176P2frrFF4+vEN0ROpFh/ZOzhSp8A1lajWkcpO2aarDpCY5V6FJ0kFaUYcvC0Pj4+PxdHcB4OXrdzob0qmT80+fPrFnzx5OnznDLz//nCq9RalU8vHjR16+fMndu3c5cfIkhw8f5vPnz1SoUIEuXbrQulUrvLy8eP/+PevWrWPO3Lm4ubmxdcsWKpUqmuqYnXv2Yffe/RrnOX/ObIYO7K/1vUiJUqnk3IWLLFv1B3/vO4CDgwO9evVi2LBhFC2aev4yMsbAEHn/GqUdZHH/6ggNDWXDhg0sXryYx48fU7hQIfr17kn3Lh3JkjmzSediyhSbtCb0SUkLcg+mEXx9pf7U0YOM6d+NJRv/olL12lhaWhplMay+Uh8WGsy5A7t5dPMqzq7uZM+TjyZd+6WS8LjYWEKDAgn++J7I8DCiIyO4deE0h7esAWDQ7OWUrdPY4PehC11Crg59JB2056kLlfWUVCpXhmdPn1C+QkVy5c5NpcpVaN6yFd7eCWklKll//vw5JUqWJEuWLCiVSlxdXcmSJQtXrlxJHGv5smX06tULSEiBGTpsGMeOHSM8SVfVbJ6elCxViiqVK2NrZ4fvs2c8ffaMhw8f8vHjR2xsbBgyoB8/TBiHi8uXSL9SqeTz5zA+BQVx8MhRtmzfiVKpJCw8nIjwCF6+Sijx2b9PL+b9PEtjyUkp+RgYyMYt21mz/k8ePXmCj48PI0aMoGfPnri4uBj9+DIyKdFH3r9WaQdZ3L9alEolJ06cYOXKlezevRsLCwtat2hO/949qVn9G7NF/eTFr9pJC5JvLMHXJvWta5TD/+VzBo2eSJ9h32Gto7ujsSvcCBH81y+e8l2rhEZDWbJ74e6Rjc/Bn4iPj6N4xW+Iiozg5aN7vPV7AUDhMhUZOmM+2XOb9gtIm5CnRFcNdRC3oFQdQiq7BH36xB+rVvLy5Que+/py/dpVFAoFtWrVonKlSnh6epI9e3YuXb7MggUL1I5hZ2fH7J9+ol+/folrf/bv30+Hjh21HtvV1ZX8efOQzdMTZ2dnbKytyZrVg0xOTkRFR/PmzVtev32bWLIxPDwi1Rj29vbkyulNwQL5adeqJT26dtb5ng1BqVRy+ux5/lj/J3/v249SqaRNmzYMHDiQunXrpqm7PDJfJ2Lk/WuWdpDFXQb48OEDGzZsYMWKFTx58oSCBfLTu3tXunbqaJJceG2YuywlpC+xT4m5RF9KuQ+LVnDpzAn27djM8YN7yZbDmxYduvJN7fr4FC+JtbW1qPFMVY8+6ON7On5TItlzmbN6UqdZG25cOoezqxv5ChejWJkKlKxQBY/s5v1bA2FirkJIDXVdkq7C0Pronz9/ZsuWLezdt4/79+/z4cMH4v4rq2lvb0+JEiWoXKkSlStXJjg4GI+sWWnUsCH+/v48efIE3+fP8ff3JyAggDt37hAQEJAs4g7g6OhAjuzZKVakCHfvP+D5ixcAuLg4k8nJCUtLS2xtbfHKnp0cObKTI3t2vL288MqRncyZ3XF3cyOzuztZPbLg5ORkEln2D3jNlu07WLdxM0+f+VKoUCEGDRpEz549yaqmTr2MjDkRIu9fu7SDLO4ySVAqlZw5c4aVK1eya9cuoqOjqVenFj26dKZlsyY4Ojqae4qJpAWh10R6Fn0wvuwbIvWP7t3lj98XceLIIcI+h+LolIkSZcpTvEw58hTwIU/+AhQrXQ4rKytJ5iqF5EdGhLN67gz2blpDxZr1+Gn1Fglmlhwxwi0EoY2NVAgVdBWG1EsXsqBUqVTy7t07Hj58yNWrV9l/4ABXrlwhc+bMVKxQgSdPn/Ly5Uvi4+OBBLnPmTMnOXPmJLdXQj30nN7e2NraYmlpQWRkFIGfgvAPCODBo8fkz5eXJg0bULZ0KXJkz5amItYRERHsPXCIDZu3cOLUGezt7ROj6zVr1kxTc5WRSYk2eZelPQFZ3GXUEhISwo4dO1i3bh3nz5/HxdmZ9m1a0aVje6p/UzXNVRpIyyIvhPQq+8aQfCFiHxMTw50b17l26QK3rl/j3u2bvHvzGoBSZctTtmJl3DNnxjt3XkpWqs7nkGACP7zH2tqanHnzkyWrJxYWFrx64cunjx/IW9CHx/fuoFQqKVWhEndvXOfpw/uEhYbwOTSETM4uVKpei2KlymIjsqSqQqGgUt6EbsZlKlahTpMW1G/WCjf3LNjZG1ZTXRti5VsTYqU8JYY2NRLbzEgd7969I+9/X/JNGjfGp3BhChYogI+PDwULFsQ7i0u6Ftr4+HjOX7zElu072bHrbz6HhVGtWjX69OlDhw4d5Nx1mXSFOnmXpf0LsrjL6OTp06ds2LCBDevX89LPjxzZs9OhbWs6tmtDhXJlzf6Fl96lPSXpVeJTYqo0HZXoR4SHc+XCOdYuW0zgxw8EBQYS+PGD2n0cHZ3I7u3NS99niVFXFRYWFv913LTD1dWNTC4uBH54T2hICPYODuTKk4+snp54eGYjZ+485M6XnyweWXF2ccXZxQV7BwdCgoMI/PCB0JBgbGxtWbtsCQ/u3sbW1pbQJHW71bF03WbqNWkmzclRg6Eirg6pOo4mjieBrKckOjpa6+LPlN1L0zpKpZJr/95g285d7Ny9hzdv35Ind2569upFz549KViwoLmnKCOjN8nk3bMUiuDnsrT/hyzuMoJRKBRcunSJLVu2sH37dt6/f0++vHnp0LYVrVs0p1yZ0kaT+Iwm52LIKCIvBKll3/+VH7dv3CBLVg88PbMRExvLC99nPPd9xsvnvuTKnYeaderx9MljChbywdLSkiuXLlK6bDnKlCuf+PscHx/PnVs3uXr5In4vXvDxw3vevX2D38uXvHv7RtI5n7hwlUKFi0g6pj5ILeM6j2cEWZeKtCL1SqWS6zdusmf/AXbs2sPzFy/w9PSkY8eOdO3alSpVqpg9kCIjIxVJ5R0bJ1na/0MWdxm9iI+P59SpU2zZsoXdu3fz6dMnvLy8aNG8OS1atKBGjRpG6dIqk5yvSerTKhEREQR9+kRISDChoaFEhIfjnjkLWbNmxdXNjejoKMLDwgkPDyM0NJRXfn74+fmRycmJbNmzky17djw9s5H1vyolX4t4pWVRT0vExMRw9uxZ9u3bx779+3n9+jWZM2emTZs2dO3alVq1akm2pkNGJq2hVCq5cOEC+fPnJ0cO8y/gTwvI4i5jMHFxcZw7d46///6b3bt34+fnh4uLM7Vr16F+vXrUq1eP/Pnzm3uaMsiiL6MbWajNj6+vL8ePH+ef48c5deokoaGfyZ07N23atKF169ZUr15ddDUlGRmZjIEs7jKSolQquXXrFnv37uXIkSNcvnyZ+Ph4cuXOhadnVlxcXM09RRkZGZk0iVKp5NmzZ7zye4WVlRWVK1emUaNGtGzZktKljZeKKCMjk36QxV3GqISEhHDq1CkuXbrEw4cPUy0ElJGRkZH5Qu7cuWnQoAF16tSRq8HIyMikQhZ3GRkZGRkZGRkZmXRA2irGLSMjIyMjIyMjIyOjFlncZWRkZGRkZGRkZNIBsrjLyMjIyMjIyMjIpANkcZeRkZGRkZGRkZFJB8jiLiMjIyMjIyMjI5MOkMVdRkZGRkZGRkZGJh0gi7uMjIyMjIyMjIxMOkAWdxkZGRkZGRkZGZl0wP8B6O4OXWWhmVkAAAAASUVORK5CYII=\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# plot the psl field\n", "fig, ax = res.vars['psl'].field_list[0].plot(idx_t=-1)" ] }, { "cell_type": "code", "execution_count": null, "id": "b5c3f0cf-072b-491c-8daf-1fcac395300d", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.8.8" } }, "nbformat": 4, "nbformat_minor": 5 }