diff --git a/src/notebooks/pairs_trading_visualization.ipynb b/src/notebooks/pairs_trading_visualization.ipynb deleted file mode 100644 index a68817c..0000000 --- a/src/notebooks/pairs_trading_visualization.ipynb +++ /dev/null @@ -1,1100 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Pairs Trading Visualization Notebook\n", - "\n", - "This notebook allows you to visualize pairs trading strategies on individual instrument pairs.\n", - "You can examine the relationship between two instruments, their dis-equilibrium, and trading signals." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Setup and Imports" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Setup complete!\n" - ] - } - ], - "source": [ - "import sys\n", - "import os\n", - "sys.path.append('..')\n", - "\n", - "import pandas as pd\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "import seaborn as sns\n", - "from typing import Dict, List, Optional\n", - "\n", - "# Import our modules\n", - "from strategies import StaticFitStrategy, SlidingFitStrategy\n", - "from tools.data_loader import load_market_data\n", - "from tools.trading_pair import TradingPair\n", - "from results import BacktestResult\n", - "\n", - "# Set plotting style\n", - "plt.style.use('seaborn-v0_8')\n", - "sns.set_palette(\"husl\")\n", - "plt.rcParams['figure.figsize'] = (12, 8)\n", - "\n", - "print(\"Setup complete!\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Configuration" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Using EQUITY configuration\n", - "Available instruments: ['COIN', 'GBTC', 'HOOD', 'MSTR', 'PYPL']\n" - ] - } - ], - "source": [ - "# Configuration - Choose between CRYPTO_CONFIG or EQT_CONFIG\n", - "\n", - "CRYPTO_CONFIG = {\n", - " \"security_type\": \"CRYPTO\",\n", - " \"data_directory\": \"../../data/crypto\",\n", - " \"datafiles\": [\n", - " \"20250519.mktdata.ohlcv.db\",\n", - " ],\n", - " \"db_table_name\": \"bnbspot_ohlcv_1min\",\n", - " \"exchange_id\": \"BNBSPOT\",\n", - " \"instrument_id_pfx\": \"PAIR-\",\n", - " \"instruments\": [\n", - " \"BTC-USDT\",\n", - " \"BCH-USDT\",\n", - " \"ETH-USDT\",\n", - " \"LTC-USDT\",\n", - " \"XRP-USDT\",\n", - " \"ADA-USDT\",\n", - " \"SOL-USDT\",\n", - " \"DOT-USDT\",\n", - " ],\n", - " \"trading_hours\": {\n", - " \"begin_session\": \"00:00:00\",\n", - " \"end_session\": \"23:59:00\",\n", - " \"timezone\": \"UTC\",\n", - " },\n", - " \"price_column\": \"close\",\n", - " \"min_required_points\": 30,\n", - " \"zero_threshold\": 1e-10,\n", - " \"dis-equilibrium_open_trshld\": 2.0,\n", - " \"dis-equilibrium_close_trshld\": 0.5,\n", - " \"training_minutes\": 120,\n", - " \"funding_per_pair\": 2000.0,\n", - "}\n", - "\n", - "EQT_CONFIG = {\n", - " \"security_type\": \"EQUITY\",\n", - " \"data_directory\": \"../../data/equity\",\n", - " \"datafiles\": {\n", - " \"0508\": \"20250508.alpaca_sim_md.db\",\n", - " \"0509\": \"20250509.alpaca_sim_md.db\",\n", - " \"0510\": \"20250510.alpaca_sim_md.db\",\n", - " \"0511\": \"20250511.alpaca_sim_md.db\",\n", - " \"0512\": \"20250512.alpaca_sim_md.db\",\n", - " \"0513\": \"20250513.alpaca_sim_md.db\",\n", - " \"0514\": \"20250514.alpaca_sim_md.db\",\n", - " \"0515\": \"20250515.alpaca_sim_md.db\",\n", - " \"0516\": \"20250516.alpaca_sim_md.db\",\n", - " \"0517\": \"20250517.alpaca_sim_md.db\",\n", - " \"0518\": \"20250518.alpaca_sim_md.db\",\n", - " \"0519\": \"20250519.alpaca_sim_md.db\",\n", - " \"0520\": \"20250520.alpaca_sim_md.db\",\n", - " \"0521\": \"20250521.alpaca_sim_md.db\",\n", - " \"0522\": \"20250522.alpaca_sim_md.db\",\n", - " },\n", - " \"db_table_name\": \"md_1min_bars\",\n", - " \"exchange_id\": \"ALPACA\",\n", - " \"instrument_id_pfx\": \"STOCK-\",\n", - " \"instruments\": [\n", - " \"COIN\",\n", - " \"GBTC\",\n", - " \"HOOD\",\n", - " \"MSTR\",\n", - " \"PYPL\",\n", - " ],\n", - " \"trading_hours\": {\n", - " \"begin_session\": \"9:30:00\",\n", - " \"end_session\": \"16:00:00\",\n", - " \"timezone\": \"America/New_York\",\n", - " },\n", - " \"price_column\": \"close\",\n", - " \"min_required_points\": 30,\n", - " \"zero_threshold\": 1e-10,\n", - " \"dis-equilibrium_open_trshld\": 2.0,\n", - " \"dis-equilibrium_close_trshld\": 0.5,\n", - " \"training_minutes\": 120,\n", - " \"funding_per_pair\": 2000.0,\n", - "}\n", - "\n", - "# Choose your configuration\n", - "CONFIG = EQT_CONFIG # Change to CRYPTO_CONFIG if you want to use crypto data\n", - "\n", - "print(f\"Using {CONFIG['security_type']} configuration\")\n", - "print(f\"Available instruments: {CONFIG['instruments']}\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Select Trading Pair and Strategy" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Selected pair: COIN & GBTC\n", - "Data file: 20250509.alpaca_sim_md.db\n", - "Strategy: StaticFitStrategy\n" - ] - } - ], - "source": [ - "# Select your trading pair and strategy\n", - "SYMBOL_A = \"COIN\" # Change these to your desired symbols\n", - "SYMBOL_B = \"GBTC\"\n", - "DATA_FILE = CONFIG[\"datafiles\"][\"0509\"]\n", - "\n", - "# Choose strategy\n", - "STRATEGY = StaticFitStrategy() # or SlidingFitStrategy()\n", - "\n", - "print(f\"Selected pair: {SYMBOL_A} & {SYMBOL_B}\")\n", - "print(f\"Data file: {DATA_FILE}\")\n", - "print(f\"Strategy: {type(STRATEGY).__name__}\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Load Market Data" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Current working directory: /home/oleg/develop/other_projects/pairs_trading/src/notebooks\n", - "Loading data from: ../../data/equity/20250509.alpaca_sim_md.db\n", - "Loaded 1948 rows of market data\n", - "Symbols in data: ['COIN' 'GBTC' 'HOOD' 'MSTR' 'PYPL']\n", - "Time range: 2025-05-09 13:30:00 to 2025-05-09 20:00:00\n" - ] - }, - { - "data": { - "text/html": [ - "
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tstamptime_nssymbolopenhighlowclosevolumenum_tradesvwap
2402025-05-09 13:30:001746797400000000000COIN204.280204.85201.80202.9850335638.05587203.147931
2412025-05-09 13:31:001746797460000000000COIN203.320204.50202.21203.160090657.01750203.205621
2422025-05-09 13:32:001746797520000000000COIN203.155203.77202.12202.1700134474.02141202.720570
2432025-05-09 13:33:001746797580000000000COIN202.140202.30201.04201.8500190568.02718201.676610
2442025-05-09 13:34:001746797640000000000COIN201.938204.49201.52204.3763193650.02304202.697874
\n", - "
" - ], - "text/plain": [ - " tstamp time_ns symbol open high low \\\n", - "240 2025-05-09 13:30:00 1746797400000000000 COIN 204.280 204.85 201.80 \n", - "241 2025-05-09 13:31:00 1746797460000000000 COIN 203.320 204.50 202.21 \n", - "242 2025-05-09 13:32:00 1746797520000000000 COIN 203.155 203.77 202.12 \n", - "243 2025-05-09 13:33:00 1746797580000000000 COIN 202.140 202.30 201.04 \n", - "244 2025-05-09 13:34:00 1746797640000000000 COIN 201.938 204.49 201.52 \n", - "\n", - " close volume num_trades vwap \n", - "240 202.9850 335638.0 5587 203.147931 \n", - "241 203.1600 90657.0 1750 203.205621 \n", - "242 202.1700 134474.0 2141 202.720570 \n", - "243 201.8500 190568.0 2718 201.676610 \n", - "244 204.3763 193650.0 2304 202.697874 " - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# Load market data\n", - "datafile_path = f\"{CONFIG['data_directory']}/{DATA_FILE}\"\n", - "print(f\"Current working directory: {os.getcwd()}\")\n", - "print(f\"Loading data from: {datafile_path}\")\n", - "\n", - "market_data_df = load_market_data(datafile_path, config=CONFIG)\n", - "\n", - "print(f\"Loaded {len(market_data_df)} rows of market data\")\n", - "print(f\"Symbols in data: {market_data_df['symbol'].unique()}\")\n", - "print(f\"Time range: {market_data_df['tstamp'].min()} to {market_data_df['tstamp'].max()}\")\n", - "\n", - "# Display first few rows\n", - "market_data_df.head()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Create Trading Pair and Analyze" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Created trading pair: COIN & GBTC\n", - "Market data shape: (391, 3)\n", - "Column names: ['close_COIN', 'close_GBTC']\n" - ] - }, - { - "data": { - "text/html": [ - "
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tstampclose_COINclose_GBTC
02025-05-09 13:30:00202.985081.340
12025-05-09 13:31:00203.160081.195
22025-05-09 13:32:00202.170081.300
32025-05-09 13:33:00201.850081.310
42025-05-09 13:34:00204.376381.400
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" - ], - "text/plain": [ - " tstamp close_COIN close_GBTC\n", - "0 2025-05-09 13:30:00 202.9850 81.340\n", - "1 2025-05-09 13:31:00 203.1600 81.195\n", - "2 2025-05-09 13:32:00 202.1700 81.300\n", - "3 2025-05-09 13:33:00 201.8500 81.310\n", - "4 2025-05-09 13:34:00 204.3763 81.400" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# Create trading pair\n", - "pair = TradingPair(\n", - " market_data=market_data_df,\n", - " symbol_a=SYMBOL_A,\n", - " symbol_b=SYMBOL_B,\n", - " price_column=CONFIG[\"price_column\"]\n", - ")\n", - "\n", - "print(f\"Created trading pair: {pair}\")\n", - "print(f\"Market data shape: {pair.market_data_.shape}\")\n", - "print(f\"Column names: {pair.colnames()}\")\n", - "\n", - "# Display first few rows of pair data\n", - "pair.market_data_.head()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Split Data into Training and Testing" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Training data: 120 rows\n", - "Testing data: 264 rows\n", - "Training period: 2025-05-09 13:30:00 to 2025-05-09 15:29:00\n", - "Testing period: 2025-05-09 15:30:00 to 2025-05-09 20:00:00\n", - "Training data null values: 0\n", - "Testing data null values: 0\n" - ] - } - ], - "source": [ - "# Get training and testing datasets\n", - "training_minutes = CONFIG[\"training_minutes\"]\n", - "pair.get_datasets(training_minutes=training_minutes)\n", - "\n", - "print(f\"Training data: {len(pair.training_df_)} rows\")\n", - "print(f\"Testing data: {len(pair.testing_df_)} rows\")\n", - "print(f\"Training period: {pair.training_df_['tstamp'].iloc[0]} to {pair.training_df_['tstamp'].iloc[-1]}\")\n", - "print(f\"Testing period: {pair.testing_df_['tstamp'].iloc[0]} to {pair.testing_df_['tstamp'].iloc[-1]}\")\n", - "\n", - "# Check for any missing data\n", - "print(f\"Training data null values: {pair.training_df_.isnull().sum().sum()}\")\n", - "print(f\"Testing data null values: {pair.testing_df_.isnull().sum().sum()}\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Visualize Raw Price Data" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# Plot raw price data\n", - "fig, axes = plt.subplots(3, 1, figsize=(15, 12))\n", - "\n", - "# Combined price plot\n", - "colname_a, colname_b = pair.colnames()\n", - "all_data = pd.concat([pair.training_df_, pair.testing_df_]).reset_index(drop=True)\n", - "\n", - "# Plot individual prices\n", - "axes[0].plot(all_data['tstamp'], all_data[colname_a], label=f'{SYMBOL_A}', alpha=0.8)\n", - "axes[0].plot(all_data['tstamp'], all_data[colname_b], label=f'{SYMBOL_B}', alpha=0.8)\n", - "axes[0].axvline(x=pair.training_df_['tstamp'].iloc[-1], color='red', linestyle='--', alpha=0.7, label='Train/Test Split')\n", - "axes[0].set_title(f'Price Comparison: {SYMBOL_A} vs {SYMBOL_B}')\n", - "axes[0].set_ylabel('Price')\n", - "axes[0].legend()\n", - "axes[0].grid(True)\n", - "\n", - "# Normalized prices for comparison\n", - "norm_a = all_data[colname_a] / all_data[colname_a].iloc[0]\n", - "norm_b = all_data[colname_b] / all_data[colname_b].iloc[0]\n", - "\n", - "axes[1].plot(all_data['tstamp'], norm_a, label=f'{SYMBOL_A} (normalized)', alpha=0.8)\n", - "axes[1].plot(all_data['tstamp'], norm_b, label=f'{SYMBOL_B} (normalized)', alpha=0.8)\n", - "axes[1].axvline(x=pair.training_df_['tstamp'].iloc[-1], color='red', linestyle='--', alpha=0.7, label='Train/Test Split')\n", - "axes[1].set_title('Normalized Price Comparison')\n", - "axes[1].set_ylabel('Normalized Price')\n", - "axes[1].legend()\n", - "axes[1].grid(True)\n", - "\n", - "# Price ratio\n", - "price_ratio = all_data[colname_a] / all_data[colname_b]\n", - "axes[2].plot(all_data['tstamp'], price_ratio, label=f'{SYMBOL_A}/{SYMBOL_B} Ratio', color='green', alpha=0.8)\n", - "axes[2].axvline(x=pair.training_df_['tstamp'].iloc[-1], color='red', linestyle='--', alpha=0.7, label='Train/Test Split')\n", - "axes[2].set_title('Price Ratio')\n", - "axes[2].set_ylabel('Ratio')\n", - "axes[2].set_xlabel('Time')\n", - "axes[2].legend()\n", - "axes[2].grid(True)\n", - "\n", - "plt.tight_layout()\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Train the Pair and Check Cointegration" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Pair COIN & GBTC cointegration status: True\n", - "VECM Beta coefficients: [ 1. -2.54123259]\n", - "Training dis-equilibrium mean: -0.101989\n", - "Training dis-equilibrium std: 2.778931\n", - "\n", - "VECM Model Summary:\n", - "Det. terms outside the coint. relation & lagged endog. parameters for equation close_COIN\n", - "=================================================================================\n", - " coef std err z P>|z| [0.025 0.975]\n", - "---------------------------------------------------------------------------------\n", - "L1.close_COIN 0.3213 0.093 3.448 0.001 0.139 0.504\n", - "L1.close_GBTC 0.2637 1.012 0.261 0.794 -1.720 2.247\n", - "Det. terms outside the coint. relation & lagged endog. parameters for equation close_GBTC\n", - "=================================================================================\n", - " coef std err z P>|z| [0.025 0.975]\n", - "---------------------------------------------------------------------------------\n", - "L1.close_COIN 0.0159 0.009 1.818 0.069 -0.001 0.033\n", - "L1.close_GBTC 0.0571 0.095 0.599 0.549 -0.130 0.244\n", - " Loading coefficients (alpha) for equation close_COIN \n", - "==============================================================================\n", - " coef std err z P>|z| [0.025 0.975]\n", - "------------------------------------------------------------------------------\n", - "ec1 -0.0501 0.025 -1.998 0.046 -0.099 -0.001\n", - " Loading coefficients (alpha) for equation close_GBTC \n", - "==============================================================================\n", - " coef std err z P>|z| [0.025 0.975]\n", - "------------------------------------------------------------------------------\n", - "ec1 -0.0006 0.002 -0.236 0.814 -0.005 0.004\n", - " Cointegration relations for loading-coefficients-column 1 \n", - "==============================================================================\n", - " coef std err z P>|z| [0.025 0.975]\n", - "------------------------------------------------------------------------------\n", - "beta.1 1.0000 0 0 0.000 1.000 1.000\n", - "beta.2 -2.5412 0.016 -155.196 0.000 -2.573 -2.509\n", - "==============================================================================\n" - ] - } - ], - "source": [ - "# Train the pair and check cointegration\n", - "try:\n", - " is_cointegrated = pair.train_pair()\n", - " print(f\"Pair {pair} cointegration status: {is_cointegrated}\")\n", - "\n", - " if is_cointegrated:\n", - " print(f\"VECM Beta coefficients: {pair.vecm_fit_.beta.flatten()}\")\n", - " print(f\"Training dis-equilibrium mean: {pair.training_mu_:.6f}\")\n", - " print(f\"Training dis-equilibrium std: {pair.training_std_:.6f}\")\n", - "\n", - " # Display VECM summary\n", - " print(\"\\nVECM Model Summary:\")\n", - " print(pair.vecm_fit_.summary())\n", - " else:\n", - " print(\"Pair is not cointegrated. Cannot proceed with strategy.\")\n", - "\n", - "except Exception as e:\n", - " print(f\"Training failed: {str(e)}\")\n", - " is_cointegrated = False" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Visualize Training Period Dis-equilibrium" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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jxgysXbsWR48exSeffFLspEybNm1QUFCAJUuWQJIkHDx4EAsWLHDpNZfEFozPzMzEO++8g5SUFGzcuBEzZ85Ey5YtHdYFKEuLFi2g0+mwePFimEwmpKen44033nC5xBERERERlY7lXIiIiIjIJe+99x4mTpyI22+/HXXr1sWYMWMwZMgQHD58GO+8845aNsQTkpKSMGXKFMycORNDhw5FkyZN8MILL2D69OnlyhB3Rq/X45tvvsF7772Hp59+Gjk5Oahduzb69++PJ554olzP1blzZ8yaNQszZszAbbfdBq1WizZt2mDu3LlqFnRUVBQ+++wzTJs2DXfccQeioqIwcuRI1KlTB7///rv6XF999RVmzJiB3bt3V+g979+/P3r37o13330X11xzDWrXru3SZ3vrrbeiZ8+e+PDDD9G5c2f1fQ4ODkbz5s2xd+9e9OrVy6U+9O3bV/13REQEEhMT8e6772LgwIGlthkxYgQKCwvx1VdfYfLkydBoNEhISMD06dPVxWBL4urn+PHHH2PixIl47LHHEBAQgP79++Ohhx5yOGEyYMAA7Ny5E++99x4mTZqEpKQkvPLKKxg8eDCsVqtLr70os9kMALjnnntw8eJF3HPPPcjNzUXHjh0xefLkcj1XvXr1MHnyZHz66afo2LEjGjZsiKeffhrp6ekV6hsRERER2QkyV4shIiIioiooMzMToaGh6sKZVqsV11xzDa6//npMnDjRy70jf/DTTz/hpZdewqpVq9CgQQNvd4eIiIiIvISZ6ERERERU5Rw9ehQ33XQTBg8ejAcffBAA8O233+LChQsYNmyYl3tHRERERET+hEF0IiIiIqpy4uLi8MUXX2DGjBm4/fbbodFoEB8fj88//xwtW7b0dveIiIiIiMiPsJwLEREREREREREREVEpRG93gIiIiIiIiIiIiIjIVzGITkRERERERERERERUCgbRiYiIiIiIiIiIiIhKwSA6EREREREREREREVEptN7ugC9JT8/xdhe8RhQFREYGIzMzD5LEtWbJOzgOyRdwHJIv4DgkX8BxSL6A45B8Acch+QKOQ/IF/joOa9UKLfMxzEQnAMokEAQBoih4uytUjXEcki/gOCRfwHFIvoDjkHwBxyH5Ao5D8gUch+QLqvM4ZBCdiIiIiIiIiIiIiKgUDKITEREREREREREREZWCQXQiIiIiIiIiIiIiolIwiE5EREREREREREREVAoG0YmIiIiIiIiIiIiISsEgOhERERERERERERFRKRhEJyIiIiIiIiIiIiIqBYPoRERERERERERERESl8Lsg+meffYaePXuiXbt2GDVqFE6dOuXtLhERERERERERERFRFeVXQfTvv/8eq1evxoIFC/DPP/+gXr16+Prrr73dLSIiIiIiIiIiIiKqorTe7kBlmj17Nj744ANER0cDAKZNm+blHhERERERERERERFRVeY3mejnzp1DWloaTpw4gX79+qFLly548sknkZWV5e2uERERERERERERETn1zTf/w7hxD3m7G8W8/fYUTJ48AQDwySefYPTokQCAP/5YjmHDbgYA/PffNvTs2RFGo9Hl5x0xYih+/XVJpffXHfwmEz0tLQ2CIGDlypVYsGABCgsLMX78eLz22muYMWOGS88higJEUXBzT32TRiM6/J/IGzgOyRdwHJIv4DgkX8BxSL6A45B8Acch+QKOw6s3ZMggpKenO7yHkZE1ce211+Ghh8YiMDDQbfvevn0bHnvsIej1egCARqNBgwYx6Nv3eowYcQ8CAgIAAA8++BAefND3guivvKIE0G3vnSAI0GpF3HTTzbjpppsd7tNqRWi1ro3TRYuWVH5n3cRvguhmsxlmsxnPPfccIiIiAADjx4/HmDFjYDQaYTAYynyOyMhgCEL1DKLbhIW574BB5CqOQ/IFHIfkCzgOyRdwHJIv4DgkX8BxSL6A47DiNBoRr732KkaMGAEAkGUZR48exZNPPomZM02YPHmy2/YdGqoEybdt2waDwQCz2YydO3fi/fffx4YNazFv3jy3BvErm0YjIiIi2OE222uMiAguMw5rsVig1VatsHTV6q0T4eHhAICQkBD1tujoaMiyjAsXLqB+/fplPkdmZl61zkQPCwtEdnYBrFbJ292haorjkHwBxyH5Ao5D8gUch+QLOA7JF3Acki/gOLx6VquE/HwTsrLy1NsiI+virrtG4qOP3sPTT78IADh4cD8++OA9JCcfgcFgwDXX9MUzzzyHtLQ0DB9+K1as+BshIaEoLCzEDTf0wR133IVx454AAHzxxUykpCTj7bffd9h3Tk4hACArKw8GgwUAkJDQAu+99zHuuGMoPvnkM4wZ8wi+/HIWNm3agNmz56KwsADvvDMNGzeuh9FoRHx8Ap555nk0a9aixNdnMpkwffoH+OuvFZBlCS1atMKzz76ABg1iAAB79+7BW29NwenTp5CU1BZdu3bHDz/Mw6+//olly37BZ599gt9++0t9vtGjR6Jr1+4YM+YRvPHGRJhMRkyb9o76XmZl5Tm0s73G5cv/xIwZH+PSpYvo0aMXXnrpNQQEBODLL2fh4MH9CAoKxr//rsGaNRswZMggjBx5P4YOHYaxY8egVavWeOyx8QCA48eP4c47b8NPPy1D/fr1cfPNA3D//Q/ir7/+xP79e9G0aSKmTHkLn376Cdau/Qe1a9fB5MnT0LRpYrnHxpUnBEriN0H02NhYhISEYN++fejZsycAIDU1FVqtFrVr13bpOSRJhiTJ7uymz7NaJVgsPBiTd3Ecki/gOCRfwHFIvoDjkHwBxyH5Ao5D8gW+Og5zc4FTpzxbaiYmRkKRXFqXSFLx96+w0AhAUG9/+eUX0KdPX0yfPgsXLmRg7NjRiI1thGHD7kStWrWxa9dudOnSDbt370Z0dAPs2rVDbbtjx3+49trri+3DduLDYpGg0djvMxiCcMstQ7Fq1Urcf/9DkCQZsqw87vvvv0NGxgUsWLAEer0B3303B1OnTsZXX31X4mv78svPkZycjDlzfkBoaChmz/4czz33FObMmQ9ZlvHyy8/j+uv74fPPv8GRI4cwYcJL0Gi0sFgkNR5atN+yrMRKLRYJsixDlmX1dciyXKyd7b4VK/7El1/OQV5eHh5//GHMnfsNHnhAeW179+7Bww+PwyuvTFL3ZftMZFlW96e8Z7L63invmwaLFy/Em2++i+DgYIwadRfGjh2DF154FS+88Cqef/5JfPXVl5gy5Z3yDAmX+U0QXafT4fbbb8d7772HhIQEaDQafPrppxg8eHCVuzyAiIgqjywDy5Yp3wM332zxcm+IiIiIiIj8S24ucO+9gcjN9Wx1h5AQGfPmFZQ7kG4jSRJSUpLx3Xdz0K/fAPX2b775ATqdDlqtFnXq1EVSUlscPHgAANC+fUfs3asE0Xfu/A833DAAP/64ACaTCaIoYv/+vXjuuZfK1Y/Y2EY4cya12O1ZWVnQarXQ6w3QarUYOfIBjBz5QKnPs3TpT5g06U1ERdUCAIwZ8yh+/HEhDh06AEmScf78Odxzz/0wGAxo1SoJ3bv3wqZN68vVV1fcccfdCAurgbCwGrjhhgHYvHkjHnhAqfMuCCJuvnlIhctpd+/eS82sb968BQoKCtChQycAQMeOnbFq1V/Oml8Vv4ouP/3003jrrbdwyy23QBRF9O3bFy+//LK3u0VERF70ww9afP21snhLo0YSWrf2vawNIiIiIiIicr8PP3wX06d/AACwWq0ICAjAbbfdoQZ5AWDjxvWYN+9rpKaehtVqgcViwbXXXgdACaL/+edvAIBdu3Zg1KgHsWvXDhw4sA8ajQY1aoSjYcNG5eyVAL1eV+zWO+64G88++zhuvXUgunTphl69rkHv3teU+AzZ2dnIzr6E559/yiFAbbVace5cGgAgODgYYWFh6n0NGjQoZz9dExMTo/67du06SE8/77B9NetR1qplrzZiMBgQHBzisG0yGSv83GXxqyC6Xq/HhAkTMGHCBG93hYiqKLMZ0BX/7qIqatMmDb75Ru+wzSA6ERERERFR5QkJAebNK6gS5Vyeeuo5DBkyDACwZcsmvPTSM7jxxpvUKhanT5/CG2+8inHjnsLgwUOh1+sxefIEWCxmAEoQ/cMP34XRaMShQwfRokVLtGzZGrt374QoimpWdHkkJx9GTExssdvr1q2LOXPmY8eO7di4cT3ef/8trFq1Am+8MQ1PPfUYdu3aAQDo338gHnvsSQDAzJmzS6yZvnr1ymK3SZLz38ayXLGS16KocdjW6+2/yctTLaSk/V+5lqUoem7M+VUQnYjoakyaZMD27SKeesqEa6+1ers7dJVOnhQwdaoeRb93t27VYMwYs/c6RURERERE5IdCQoDmzatWwlLnzl3Rs2cfvP32FHzyyecQBAGHDx9CYGAgbr/9TgBKIDclJRmxsUqQu06duoiIiMDvv/+KRo0aw2AIQKtWSVi8eAEEQUDfvjeUqw+5ubn47bdfcM899xe7Lz8/HzqdDh07dkbHjp1x++0jMGzYTXj22Zfw4YefFnt8jRo1kJKS7BBEP3v2DOrVq4+oqCjk5eUhNzcXIZfPPJw4cVx9nMFggNns+Fu5aAZ5eaSmnkazZs0BAGlpZ9XyMmUxGALUkxUAcP78uQrt3108e4qIiMhHXbwIrFunQUGBgLfeMmDdOk2Zbch35eYCEyYYUFAgQKMBrrlGqYV+7JiI9HTP1ukjIiIiIiIi3/TEE88gOfkIli79CYBSbiQ/Px+HDh1EYWEhPv74fWg0GmRkZKiZ0e3bd8KiRfORlNQGANCiRSvs378PBw7sR4cOnV3ar8Viwd69u/HEE2PRoEFD3HrrsGKPeeWV5zBjxofIz8+DJEnYv38vatSooQbBr3TLLUMxb97XOHHiOCwWCxYs+A5jxoxEYWEhWrRohfDwCHz33RwYjUbs2LEdmzdvVNvGxDRETk42jh5NAQAsW7YU+fn5rr+RRSxa9D1ycnKQmnoaf/31B3r16uNSu5iYhtizZzesVitMJhN++eWnCu3fXRhEJyICcOiQPWguScCbbxqwZQsPkVWRJAHTphmQmqp8fo8+asJ999nPZm/bxhMkREREREREBERG1sQjjzyGmTOnIz39PFq1ao2hQ4dj/PiHMWLEUMTENMT48U8jJSUZkycr5aPbt++AEyeOIympLQAgNDQU4eERCAurgaioKKf7u/HGa9G3b3f0798HU6dOQs+evfHhh5+WWObkhRdew9mzZzB06CAMGHAtFiz4DlOnvl9qCZNRox5Ep05d8eijozFgwDX4559VeO+96QgICIBWq8Ubb0zD2rVrMHBgX8yZMxtDhtymtm3atBnuuOMuPPnko7jnnttx7lwa2rVrD6vV9av0rVYLRFHENddch/vvvwujR9+Djh07Y+jQ4S61v/POe6DRaHDbbTfh0UcfxIABN11+Xt+oFCDIFS1w44fS03O83QWv0WpFREQEIysrDxZL1br8hvyHN8fh3Lk6zJung1YL6HQyCgoE6HTAm28Wol07zomqZPZsHebPVwrb33ijBU89ZYIgACNHBuDsWRE9e1oxcWLpi43weEi+gOOQfAHHIfkCjkPyBRyH5As4DqmyLVnyI779dg5+/PFXl9v46zisVSu0zMcwzZKICMDBg8rhsGlTCW++aYTBIMNsBl57zYA9e3iorCr+/lujBtBbtJAwbpwSQAeATp2UL/j//hNhsXirh0RERERERERU1TAyRETVniwDhw4ph8PERCtat5bwxhtG6HSA0SjglVcMapCdfFdKioD33jMAAKKiZEyYYESRRcDRqZNyCVh+voADB/h5EhEREREREZFrGEUgomovLU1AdraSrtysmZKt3L69hIkTjdBqgYICAS+9ZEBKChek9FUXLwITJwbAZAJ0OuD1142oWdOxWlnbtlbolCR1bNnCuuhERERERERUfQ0ZMqxcpVyqOwbRiajaK5plnphor+nVpYsVr7xihCgCubkCnn8+AMePM5DuaywWYPJkA86dUz6bp54yOnyONgEBQFKSko2+dSuD6ERERERERETkGgbRiajaswXRQ0Nl1K/vmL3cs6cVL7xghCAA2dlKIP30aQbSfcmsWTrs3q0ExYcONeOGG0pfudtW0iUlRURmpke6R0RERERERERVHIPoRFTt2euhS+oilEX17WvF008bAQBZWUogPS2NgXRf8McfGixdqtRoadfOioceMjt9vC2IDjAbnYiIiIiIiIhcwyA6EVVrVitw5IgSTC2pBIjNgAFWPP64CQCQni7guecCkJ7OQLo37d8v4uOPlYVE69aV8eqrRmjKiIvHxMioU0e52mDbNgbRiYiIiIiIiKhsDKITUbV2/LgAkxIbVxcVLc0tt1jw8MPKg9PSBDz/vEFtS55lNAJTphhgsQAGg4xJkwoRFlZ2O0GwZ6Nv366BtfTKL0REREREREREABhEJ6Jq7uBBezZyYmLZEdVhwywYNUopGXL6tIjt25nN7A2//qpVrwR4+mkT4uLkMlrYde6sfM45OYLDorJERERERERERCVh9ICIqjVbPfTatWVERLjW5o47zNBqlX8fO8aSLp6Wnw/88INSB71FCwnXXlu+dPI2bazq58e66ERERERERERUFgbRiahasy8q6nogVqsFYmKU0i/Hj/Mw6mk//6xDdrZy8mLUKFOJi8E6ExQEtGqlfN4MohMREREREVUPw4bdjOuv74n8/Pxi982f/y169uyI33771Qs9o6qA0R8iqrYKCuxBcGeLipakUSMG0b0hJwdYtEhJI2/b1op27cr3udnY6qIfPiwiK6vSukdEREREREQ+LDAwCGvWrC52+4oVvyMiItILPaKqgtEfIqq2kpNFSJdjsM2bVyyIfuqUCIulsntGpVm0SIe8PFsWurnCz2MLogNgXXsiIiIiIqJqolu3Hvjjj+UOtx0/fgzZ2dmIjW2k3vbTT4tw++234IYbemH06Huxdesm9b5Lly7i1VdfwMCB12HAgGvw7LPjce5cGgDAYrGgZ8+OWLNmNR555AFcf31PjBp1F1JSkj3y+sh9GEQnomrLtqikKAIJCeULojdurCxkabEAp0+zLronZGUBP/+sZKF36WJFy5YVy0IHgEaNZERFKZ8hS7oQERERERFdPU3ykTL/c2A2l/l48fgxxzYFBSU/l4t69OiNPXt24/z5c+ptf/75G6699np1e+vWTfjmm/9h8uS38fvvf2PkyPvx4ovPqIHyTz/9GBcvZmHhwqX4+effIQgCpk9/HwCgvbwA1w8/fItXX52E5ctXIiQkBP/738wK9Zd8h9bbHSAi8hZbPfSGDSUEBZWvbePG9gDusWMiGjUq3+KWVH7z5+tQWGivhX41BAHo3NmK337TYts2DSRJOZlCREREREREFRP8+ivOHyAIyJ63wL556VKZbaSoWsj96FN1W3PyBIInTwAAZH+7sNx9DA0NRdeu3fHnn7/j3ntHQZZlrFz5J6ZOfRcHDuwDAPz882IMGnQLmjVrDgDo06cvWrVahFWrVuCuu0bi2WdfgtVqRWBgIACgZ88+mDv3K4f99Ot3Ixo0iAEA9O59DZYu/ancfSXfwiA6EVVbhw4pGcjlrYcOALVrywgIkFFYKFyui84gujulpwv49VcdAKBXLwsSEuSrfs6OHZUgena2gMOHRTRrVvHMdiIiIiIiIqoaBgwYhC+++Az33jsKu3fvhMEQgCZNEtX7U1NPY/36f7FgwXfqbZIkoXHjOADA8eNH8emn05GcfAgFBQWwWq2oUSPcYR/16tVT/63X62E0Gt37osjtGEQnomopKwtIS1OymisSPBVFIDZWxqFDAhcX9YDvv9fBbFbe9/vuq3gt9KLat7dCowGsVmDLFg2D6ERERERERFch7/U3y/V4uUaNMtvIWsfQpbVhbLn3c6Vu3Xrgrbcm49Chg1ix4nf06zfA4X5RFPDww+Nw1133ltj+lVeeR6tWSZg/fwlCQ0OxbNlSfPHFZw6PEQTGCfwNg+hEVC3ZstABoFmzimWRN2ok4dAhEcePsya6O509K+D335Wvq759LYiNvfosdAAIDgZatrRi924Ntm3TYOTIygnOExERERERVUfWhCbla6DTlb9NYGD52xTbrQ59+96A1av/wpo1f+PLL+c43B8d3QBHjzouBJqWloY6derg4sWLOHv2DKZOfRehoaEAgOQK1menqoWnRYioWrLVQ9fplEUmK8JWF/3sWRGFhZXWNbrCvHk6WK2ARoNKD3R36qScQDl4UER2dqU+NREREREREfmoAQMGYenSnxAT0xD16tV3uG/w4KFYvXolNm5cD6vViv/+24aRI+/AwYP7ERoaisDAIOzY8R+sViv++GM5DhzYh7y8XOTn53vp1ZAnMIhORNWSLYjepIkEbQWvybEF0WUZOHmSh1N3OHFCwKpVygc0YIAF9epVTha6jS2ILsvAtm2aMh5NRERERERE/qBVq9YID49Av343FruvU6eueOyx8fjgg7dxww298N570/DMMy+gefOW0Gq1ePbZF/Hdd99g0KDrsGfPLkyd+i5q1aqNe+653QuvhDxFkGW5ciMSVVh6eo63u+A1Wq2IiIhgZGXlwWJhXWDyDk+NQ1kGhg0LRHa2gKFDzRg7tmLZzZmZwB13BAEAnn3WiP79ubhoZZsyRY81a7TQ6YA5cwpQq1blfmXJMnDnnYHIzBRw/fUWvPCCicdD8gkch+QLOA7JF3Acki/gOCRfwHFIvsBfx2GtWqFlPoapk0RU7aSlCcjOVuqYJyZW/KAfEQGEhSlBXS4uWvlSUgSsWaNkod98s7nSA+gAIAj2bPRt2zSQ/OdvACIiIiIiIiKqJIz6EFG1c/Cg/dDXrFnFo6aCoCwuCjCI7g7ffKMHABgMMu68032LftqC6BcvCkhJ4edIRERERERERI4YLSCiascWRA8Nla+6xrZtUVIG0SvX/v0iNm1SapTfeqsFERHu21f79laIlz++rVv5ORIRERERERGRI0YLiKjasS0qmpgoQRCu7rlsi4tmZAjIqb7LKlS6b77RAQCCg2UMH+6+LHQACA0FmjdXstG3bOHiokRERERERETkiEF0IqpWLBbgyBElUHo19dBtbOVcAGajV5adO0Xs2KF8RsOGWRBa9voeV61zZyWIfuCABtnZ7t8fEREREREREVUdjPgQUbVy4oQAk0n599XUQ7dhEL1yyTLw9ddKLfSwMBlDh7o3C92mY0flc5Qk4L//+DkSERERERERkR0jBURUrRw4YC/XkZhovernCwkBoqKUuujHjvGQerW2bhWxf7/yPt5xhxlBQZ7Zb0KChPBw5XN0paSLJAHbt4uYPVuHlJSrrAlERERERERERD5N6+0OEBF5kq0eep06cqUtVtm4sYSMDA1OnGAw9WrNm6dkoUdGyhg82OKx/Yoi0LGjFStXarFliwi5lPVmT50SsGKFFitXapGRoXzev/2mxaxZhahV6+oWqSUiIiIiIiIi38S0SSKqVuyLil59FrqNraTLsWOlB1+pbAcPijh4UPl8hg83w2Dw7P47dVLGRGamgCNH7Lfn5AC//qrF448H4IEHAjF/vk4NoANAdraAt97SQ7r66kBERERERERE5IMYRCciAEo27fDhgVi7tuxSFlVVfj5w4oQtiF55Ec/GjZXnyskRkJnJbPSKWrJEuTgqIEBG//6ey0K36djRCuHyx7d2LbBpk4jJk/UYPjwI06fr1QC/KAJdu1oxYYIRt9+u1GzfvVuD+fN5cRcRERERERG57qGHRmH27M+93Q1yAX/xExEkCfj6ax0uXhQwZ44OvXpVXpa2L0lOFtVs4cpYVNSmUSN7+vnx4wJq1mQ6enllZQFr1ihfSTfcYEVIiOf7EBamnFw5dEjEzJmA1ap3uLIgPl7CDTdY0LevRS0F1K2bFXv2aHDwoIg5c/Ro00ZCy5ZMSSciIiIiIqqKNm/eiClTJqJ9+w6YNGma08fu3bsHX331BY4cOYSCgnxERESiT5++eOihR6HXK6VK58//FsOG3QmtliHYqo6Z6ESEvXtFXLyopOCeOCHi9Gn/zKYumkmckFB5gc6GDSU1g5mLi1bMb7/pYLmcfD54sNlr/bCVdLGpUUPG0KFmzJpVgFmzCnHbbRaHWvpaLfDKK0YEBcmQJGDaNANycz3caSIiIiIiIrpq3303Bx999C4aNIgp87EZGel4+ulx6NSpCxYsWIIVK/7FlCnvYN26f/Hxx+8BALKysvDppx/DavXPRMXqhtEeIsK//zqWcFm/3j9Luhw+rBzyYmMlBAVV3vMaDED9+kpQ/vhxHlbLy2JRao4DQLt2VsTGei+T/9ZbzejWTcL11wNTppgwf34Bxo41Iz6+9D7VrSvjySdNAIBz5wR8+KGetfGJiIiIiIh81OzZn5dYQkWvN+DLL+e6FETft28PLBYL7rzzbgQFBUEURSQmNsPkydPQp09fZGZewK233ghZlnHjjdfit99+BQB8883/MHhwfwwadB2++eZ/lf7ayH0Y7SGq5iQJWLfO8bKiDRv88zKjQ4eUkwOVWQ/dxlbShZno5bdunQYXLiip/EOGeL4WelGhocCbb5rw1ltA9+4SXL3i7tprrWod93//1eK33/xzDhEREREREZVGLEwt8z8HkqXsNsa0K9oYS36uSnD77XcixMXaotHRMTCbTfjmm/+hoKBAvb1Jk0R07twVkZE18cEHMwAAv//+NwYOvBlbtmzCvHlfY8qUd/DTT8thtVpx9Ghypb8Ocg/+yieq5g4cENUAZrNmEg4eFNXb/Km2d1YWkJamvE73BNElrF+vwYkTAiRJKRlDrlm6VPkqqltXRteuVfcyt8ceM2HfPhGnT4v47DM9Wra0OtTLJyIiIiIi8mcBqXPKeISA/PiX7FvWvDLbyNoaKIh9TN0WjecRcGYeACA//uUK9/VqJSQ0wdNPv4CZMz/B3LlfoXnzlujQoRP69r0BjRvHldjm33//RufOXdG6dRsAwH33jcaiRT94stt0FRjmIarmbKVc9HrgySeNAABZBjZu9K+SLrYsdABo3rzyA7WNGyuBeaNRwLlz/llT3h1SUgTs3at8NjfdZK7SJx8CA4FXXzVCqwVMJmDqVAOMRm/3ioiIiIiIiP74Yzn69u2Ovn27Y+7crzB37lfq9h9/LK/Qc9566zAsXfoHJk9+C82bt8Tff6/CyJF3YN68r0t8/Pnz51GnTj11W6vVok6duhXaN3keM9GJqjFZBtauVQ4DnTtbER8vIzZWwokTItav1+Cmm7xbWqMyHTqkRGd1Oril5najRvbs9uPHRdSrV3Uzqj3p5591AJSTOAMHVv3xFh8v46GHTPjsMz2OHRPxxRd6PP64ydvdIiIiIiIicrvC6PvK9XhZE1x2G8ExwU8y1C73fgBgwIBBGDBgEACo9dBHj3643M9zpcDAQPTs2Qc9e/bB448/hTlzZuN//5uF224bXuyxZnPx34ZWa+VfKU/uUYVz/ojoah06JCI9Xcma7t1bCWB2764Ef3fu1CA312tdq3S2IHqTJq7XuS6P6GhZfd5jx5iJ7orsbGD1auVNu+46C0JDvdyhSjJkiEUtS/PLL1ps2OBfV3UQERERERGVRAqILvM/B6K27DaGKzK1RUPJz+Vhy5f/gmXLlhS7vWvXHrBarcjJySl2X1RULZw/f07dNplMOHcurdjjyDcxiE5Uja1dqwT3dDqgSxcl6Nejh/J/iwXYssU/gn+yDBw8qBzumjVzT4a4Vgs0bKicQebioq757TctzGbl30OGmL3bmUokCMCzzxoRGalc8fDee3r1ZBURERERERFVfbIs4eOP38eKFb+joKAAkiTh5MkT+OKLz9C8eUvUqVMXBkMAAODkyePIz89D167dsWXLRuzfvxdGYyG+/vpLL78KKg+WcyGqpmQZ+Pdf5RDQsaMVQUHK7U2bSoiKkpGRIWD9eg369q36ZUnOnhWQk+O+RUVtGjWScPSoiOPHGUQvi9UK/PqrUsolKcmKuDj/WoCzRg3gpZeMeP75AOTkCHjrLT3efddYpWu+ExERERER+YPSyrj07dsdAGCxKFfqr12rbK9evaHYY2+6aQj0+gD89NNCfPjhu7BYzKhZMwq9el2De+5Rys00bZqI1q2TMHbsaIwZMxbDh9+FlJRkvPDC07BarRg27A60bp2k7o98G4PoRNVUcrKItDTHUi6AkkXbvbsVv/yixdatGphMSr3qqsyWhQ4AzZq5N4gOAKdOiTCblQx/KtnGjRqcP6+Mv8GD/fMPhrZtJdx5pxk//KDD7t0afPedDvfe6z8Z90RERERERP6kpGC5M/36DUC/fgNKvV+n02HmzK8cbnvooUfx0EOPVqh/5F3MiSOqpv79VynVotVCrd9s07OnEtQsKBDw339Vv6SLrR56aKiMevXcl/HcuLHy3FYrkJrK8h3OLFminMONipLVEkL+aORIM1q0UE6ufPutDnv28GuXiIiIiIiIqKrhr3miakgp5aIExzt0sCIkxPH+pCQJoaFKQNgfFkU8eFB5Dc2aSRDcGNu2ZaIDrIvuzLFjAnbtUj6Tm282Q1P1h1iptFqlrEtwsAxJAj74QA9T8QXZiYiIiIiIiMiHMcpDVA0dOybgzBll+vfqVbyUhkZjX2h0wwYNJPdVQHE7iwU4ckR5re6shw4AtWvLCAxUTj4wiF66pUuVOjc6HTBwoH+Wcimqbl0ZY8cqkfPTp0UsWsQ6P0RERERERERVCaM8RNWQbUFRjUapf16Snj2V2y9dErBvX9U9VBw/LsB8uQy1u4PoogjExsqX91t13zN3yskBVq5UUs+vucaC8HDv9sdT+vWzIilJmVPffadjuR8iIiIiIiKiKoRRHqJqaO1aJYjZrp0VoaElP6ZDB6u6oOj69VW33oatlAsAJCa6v/a2raTL8eMMkpbkzz+1MBqV92bIEP/PQrcRBGD8eBO0WsBsBj75RA/ZfeX5iYiIiIiIiKgSMYhOVM0cPy7g5ElbKZfSg8oBAUDHjsr969drq2zAz7aoaN26MiIi3L8/WxA9LU1EQYH791eVSBLwyy/KVRAtWkho2rQK1wmqgNhYGbffrlwWsX27BmvWVN2TU0RERERERETVCYPoRNXM2rVKEFMUgR49nGcC9+yp3J+WJuDo0aqZWW0Lojdt6v4sdABo3FgJDMsy1JMVpNiyRYOzZ5X3ZPBgs5d74x133WVG3brKGamZM/XIzfVyh4iIiIiIiIioTIzwEFUztlIubdpYUaOG88d27WqFePkosX691s09q3yFhcCJE7Ygumeynm1BdIAlXa60ZIkyhiIiZKdXQfizgABg3DhlkdHMTAHffMNFRomIiIiIiIh8HYPoRNXIqVMCjh0ru5SLTWgo1MUQN2yoeqUnUlJESJdj2u5eVNQmPBwIC1MyjW3vNSljb/t2ZQzddJMFumocO+7SxYpevZSrPH75RadeLUFEREREREREvom/3ImqEVsWuiDYS7WUpWdPJYiekiIiLa1qZVYfPmw/xCUkeCaILghFFxflIdZmyRIlaq7VAjfdVD1LuRQ1dqwZgYEyZBn46CO9erKnPPLygJkzdZg9W1dl1ywgIiIiIiKqTk6cOI6ePTvi7Nkz3u4KlRMjPETVyL//KuU0Wre2urzIZrdu9oz19eurVja6LcM3OlpCSIjn9tuokRLRZBBdkZcH/PWXMnZ697YgMtLLHfIBtWrJGDVKOZmQnCyqC6666vhxAY89FoCfftJh/nwd9uzhWCMiIiIiIiovi8WCGTM+Qq9enbBp04YyH79w4fe4997h6NevD/r374MxY+7DmjWr1ftTU0/j779XurPL5CX81U1UTZw5IyAlRZnyvXu7Xo+6dm1ZrSde1YLoR44or9dTpVxsbHXRL1wQkJPj0V17nSwD584J2LBBg7lzdZg40YAHHwxEQYFyFcPgwa5dAVEdDB5sQXy8Mla++kqHjAzXrvT45x8NHn88AKmp9q/wvXv5dU5ERERERFQeBQUFGDt2NLKzL0F24fLeH3+cjx9++BYvvPAafv99NX755U8MGnQLJkx4CXv37gYArFnzN/75Z5W7u05eUPVWCiSiCrGVcgGAHj3Kt6hjjx4WHD6sx969GmRlweUsdm/KzwdOnfLsoqI2jouLimjd2rP79xSzGTh5UkBysoiUFOW/o0dF5OaWHAxu0UJC8+b++V5UhEYDPPmkCePHB6CgQMCsWTq8+qqp1MdbrcCXX+qweLG9NE5wsIxLlwTs26cBwBMUREREREREriooyMegQbdgyJDb8Ntvv5b5+K1bN6N7955o1ao1AECj0WDIkNsQHh6O8PAIfP/9PMya9QkAYO3a7vjrr7XIzr6EKVNex+7dO1GnTl3cffdIt74mch8G0YmqCVspl5YtrYiKKl8B5R49rPj6ayXLeNMmLW680feDdcnJolon2tNB9NhY+/6OHfPPIPrBgyImTDAgK6v07GmdTjmhkJAgIT5eQp8+FghVq6y+2zVrJuGmmyz49Vct1qzRol8/Czp3Lj5esrKAKVMM2L1bORkWFSVjwgQj/v5bg59/1uHAAWURXZEJ6URERERE5CViYWqZj5ECootsWCCazjlvIGggGeoWaWOEaMoo/lwVEBlZE0OG3Oby4xs0aIiVK//Addf1Q/v2HdXbr7nmOgDAXXfdi2PHUmAyGTFp0jQAwMcfvw+jsRCLFy9DYWEBJk169ar6TN7DIDpRNXDunKAustmrV/my0AGgYUMZ0dESUlNFrF+vqRJBdNvrFQSoJTM8JSREqXmdni74ZV30zEzg9dcdA+g1ashqsDw+XkJcnISYGBmaqlUByCseeMCEdes0yMoSMGOGHl9+WQiDwX7/vn0iJk824MIF5f1u08aKV14xIiJCmds//wzk5Ag4dUpAbCxXGCUiIiIiIu8ISJ1TxiME5Me/ZN+y5pXZRtbWQEHsY+q2aDyPgDPzAAD58S9XuK8Vcf/9Y3D27BmMH/8IwsMj0LZte3Tp0g3XXXcDgoKCS2yzdu0/mDjxTYSFhSEsLAxDhw7Hrl07PNpvqhwMohNVA0VLufTsWf4guiAo7RYsEPHffxrk5wNBQZXZw8pnC6I3bCh5pa+NGklIT9fg+HH/Sr02m+EQ0B03zoSePa2IjJSZZV5BISHA2LEmTJ1qwNmzIr7/Xof77zdDloFfftFi1iw9LJfPWw0fbsYDD5jVkxMtW9pPEO3bp0FsrO+f4CIiIiIiIqqKQkJCMHXquzhzJhVbt27Grl078OmnH+Pzzz/FRx99hoSEJg6Pv3TpIoxGI+rWtWfSN2gQ4+luUyXx2yD61KlTMWfOHBw6dMjbXSHyurVrlanerJmEOnUqlqnao4cVCxboYDYDW7dq0KdP+YPxnmQLojdp4p1SKo0bS9i6VYPjx5WyMv4SYJ41S6mNDwB33mnmQqGV5JprrPjjDyv++0+DhQt16NnTisWLtVi1Spm7gYEynnvOVOxKklq1ZNSuLeP8eQH794sYONAbvSciIiIiIgIKo+8r1+NlTXDZbQTHy5slQ+1y7wcA/vhjOd555011e/XqDeV+Dpv69aMxePBQDB48FPn5eRg37mHMmTMbkye/5fA4s9lcrK0k+XYshUrnl0H0AwcOYOnSpd7uBpFPSE9XgmsA0KtXxQOeiYkSIiNlZGYKWL/et4PoublAaqrymhMTvRNEb9RI2W9OjoALF4Ry16H3RX/+qcEvvyhfGx06WHH//cX/IKCKEQTg8cdNeOihQJjNwLhxAZAuD92GDSVMnGhEw4Ylj6GWLa04f16LvXv9r3QQERERERFVHeWuUS5qK9DGUKFa6AMGDMKAAYPK3c4mPz8PX345C7feOgwNG8aqtwcFBSMpqQ2OHTtarE14eAS0Wi3Onz+Hpk2bAQBOnTpZ4T6Qd/ndL25JkjBx4kSMGjXK210h8gnr1tnP2vbuXfHAtygq2egAsHmzBiWcUPUZR47YD23ezES38YeSLocOifj4Y6VQd926Ml55xchFLCtZgwYyRoxQJpYtgN67twWffFJYagAdsJd0SU0VcemS27tZLaSnC/jnH41aRoeIiIiIiKq3oKBgHD58EFOmTMSRI4dgtVphNBqxceM6rFjxh7q4qMFgwLlz55Cdrfw469ChMxYtWoDc3FykpaVhyZLF3nwZdBX8LhN9/vz5CAgIwM0334yPPvqoXG1FUYAoVv1gV0VoNKLD/8l/rFunhSAATZvKaNBAAFDxMd6rl4Rly4CCAgF79mjRuXPlBqgraxympCivWRSBxERAq/X8uG7cGNBolGDoyZMadO3q8S5Umqws4I03DLBYAIMBmDzZhIgI/z1WePN4ePfdSkmXw4dFjB5txu23WyEIzvvRurW9Hv2hQ1p07+6dE0f+Yts2EZMm6ZGXB/TpY8WECWavlGPi9zL5Ao5D8gUch+QLOA7JF3AcVr7ff1+GadOmqNsvvvg0RFHEgAGD8PLLrxV7/AcffIz//e8LvPbaC8jIyIBeb0DDhg3x1FPP4MYbbwIADBhwI154YRXuvnsYvv76W7z66kRMmvQabr31RtSpUxcPP/wodu/eCVmWvBKruFrVeRwKsixX/RoDl2VkZGDw4MGYN28e9Ho9rrvuunLVRJdlGYK/FC4mApCRAdx4IyDLwLhxwNVeoGE2AzfcoJRLGToUeNmzC2G77MUXgZUrgSZNgB9+8F4/hg4FTp4Ebr4ZmDjRe/24GlYr8OijwPbtyvabbwL9+3u3T/7OalX+0+tdf/w11wAFBcB99wGPP+7W7vm1hQuB996zXwkAAFOnAv36ea9PRERERERE5H1+lYk+bdo0DB8+HHFxcTh9+nS522dm5lXrTPSwsEBkZxfAamUWo79YtkwDi0UHAOjQwYisrKs/Z9axow6rVmmwcqWMhx+u3JIelTUOd+0ywGoV0KiRFVlZ3qs706CBDseOaXDggISsLJPX+nE1Pv1Uiy1blK+K22+3oHNnC7KyvNwpN/OV42FenuuPbdJEjx07RGzdWnXHmjdZLMCnn+qwdKlS/iokBAgIkJGRIWDKFCAurhA1a3q2T74yDql64zgkX8BxSL6A45B8Acch+QJ/HYcREcFlPsZvgugbN27E3r17MXXq1Ao/hyTJkCS/ScyvEKtVgsXiP5Ogujt8WAtZBurVk1C3rrVS6vt262bBypUaZGYK2LPHXo+5Ml3NOMzOBs6eVU6GNWli9ep4bthQgixrcPSoCJNJqnI1xFet0uDHH5WvibZtrXjgAVO1qhFdlY6HzZtb8d9/Ig4cEFFQIEGn83aPqo6cHGDyZAN27FAC6NHREqZMMSIzU8AzzwQgOxt47z0d3njD6JWyLlVpHJL/4jgkX8BxSL6A45B8Acch+YLqOA6rWEindL/88gvS0tLQu3dvdOnSBUOHDgUAdOnSBcuXL/dy74i848IFJeJTu3blnRzq2NGqBuh++833zsMdPmw/rDVt6t0DeqNGyv5NJiAtrWpd5ZKcLOCDD5SFRGvXVhYS1WjKaERe06KFsuiv2QwkJ/vNV7vbnT4t4PHHA9QAert2VnzySSEaNJCRlCTh1luVK1k2bdJgxQpOACIiIiIiourKb35pv/jii/jzzz+xdOlSLF26FF988QUAYOnSpejbt6+Xe0fkHRkZSuA2KqryguhBQUC/fko68sqVWp8LDtuC6Fot0Lixd4PoRfd//HjVOdxmZwOTJgXAZAJ0OuD1140ID/d2r8iZFi0kNUt6//6qM9a8accOEePHByA1VXm/br7ZgqlTjQgNtT/mgQfMiI5W5vFnn+lx/rxvHe+IiIiIiIjIM/zml3aNGjVQt25d9b+oqCgAQN26dREYGOjl3hF5hzuC6ABw551miKKy+N78+b5VN+LwYSVbtFEjyeWFGd0lOlqG9nKy/rFjVeNwa7UCU6YY1JMjTz1lRJMm1esSraooJASIjVU+p717mTFdlmXLtHjppQDk5AgQRWDcOBPGjzep89UmIAB47jkTRBHIzxfw3nt6+M9y7EREREREROSqqhHVqYAGDRrg0KFD3u4GkdeYTMClS+4JotetK+P665Vs9D//1PpUdqYtEz0x0fuBX43GHtg8ftx33iNnvvpKp5a2GDzYjBtusHq5R+Qq2/oE+/aJDPSWwmpVFhD9+GM9rFYgOFjGm28WYvDg0ov9t2wp4fbblbIuO3ZosGyZ75WxIiIiIiIiIvfy2yA6UXWXmWkP2tasWfkRtREjlGx0iwVYsMA3stGzsoD0dNuiot4PogP2uuhVIRM9JUXAwoXKZ9m6tRWPPGL2co+oPFq2VE54ZGUJOHeuapy08aTcXODVVw1YskQZ4/XqSZg+vRAdO5Z9rBg50qyeEPviC526eDERERERERFVD74f1SGiCrEtKgq4J4jeoIGMa65Rsjd//13rsD9vsZVyAYDERN/IoLYF0U+fFmE0erkzZbAFF/V64NVXjcVKW5Bva9HCHgzet88zX+/p6QL++EODggKP7K7C0tMFPP10ALZtU44RSUlWzJhRiIYNXTs26vXACy+YoNEAhYUC3n1XD8k3ztMRERERERGRBzCITuSnbPXQgcov52IzYoQZggCYzcCiRd6PuNpKueh0QGysb9SzaN5cibRZrVDLpPiinBxg9WrlM+zb14LISC93iMqtfn0ZNWoo437fPvePtawsYPz4ALz/vgHz5vnG1SglOX5cwBNPBKhXg9x4owVvvWVEWFj5nqdJEwl33aVcnbFnjwY//+z9Yx4RERERERF5BoPoRH7KFkQXBCAy0j0B5UaNZPTsqWSjL1umxcWLbtmNy2xB9Lg4CTofiem1aiUhNFR5/zds8N0g+p9/amEyKf8ePJhlXKoiQbDXRd+/371f71Yr8OabBvU4s26db47tPXtEPPVUgFrmadQoM556ylTh48Ndd5mRkKC8x7Nn63HypPevwCEiIiIiIiL3YxCdyE/ZyquEh8tuLctx991KwNVoFLB4sXcj17YgetOmvlNnQaMBunRRSsts3KjxyRIQkgT88osySFq0kJCQ4BtZ/FR+LVooY+3YMRF5ee7bz1df6bBrlz1wfvasiDNnfCugvHatBi+8EIDcXAGiCDzzjBF3361cPVNRWi3w/PNKqSOzGXjnHQOsvlE5ioiIiIiIiNyIQXQiP2XLEHVXKReb+HgZXbsqUaSlS7XIyXHr7kqVkSGoi6k2bepbUa0ePZT+XLwouD1DuCK2bRNx9qzSr1tuYRZ6VdaqlXKWRpKAgwfdM9bWrtWoC9DGx9vPCm3f7jvZ6EuXajF5sgFmM2AwyHjjDSMGDKic40LjxjLuu0+5bOPQIRELF7KsCxERERERkb/zvWgOEVUKWya6OxYVvdI99yiB14IC72WjHzliP5z5UiY6AHToYFXLR/hiSZdff1U6V6OGjF69fOsEBJVPkyaSeuWJO+qinzypLKoJKGWipk4tREyMMt9si3Z6kywDs2frMGOGHrIMhIXJeO89o3o1SGUZPtyirncwd64eR4/6VhY+ERERERERVS4G0Yn8lKcy0QEgMVFCp05KkGrJEi1yc92+y2IOHVIOZ3q97ywqahMYqATSAWD9eg1kH+peWpqAzZuV4OfAgRbo9V7uEF0Vvd5+Eqmyr3rIzwcmTTKgoECARgO89poRkZFAx47K2N65U4TFUqm7LBeLBXjnHT3mz1dOCtWrJ2H69EI0a1b5J9VEUSnrotfb9qtkvRMREREREZF/YhCdyA/JMpCRoUxvTwTRAXtt9Lw8AUuXej4b3VYPPSFBgsb7CbHF9OihRBfPnBFx4oTvZK3++qsWsqwEBQcN8mIElCpNy5ZKUHv/frHSavDLMvD++3qcPKnMs0ceMamlYzp0UP6fny/gwAHv/FmRnw+8+qoBK1cqafhNmkj4+ONCREe77/jXoIGM0aOVsi4pKSJ+/ZVlXYiIiIiIiPwVg+hEfig3FzApsR3UrOmZ0iYtW0po104J3i1erEV+vkd2C0AJ8NkXFfXNciRdu1ohXj7i+kpJF5MJ+OMPJfDXpYsVder4UIo8VViLFsqcLygQcPx45ZywWbxYi3//VcbKdddZMHiw/YRLUpJVLSHjjbroWVnAM88EqPvu2NGK994rRESE+/c9ZIhFzfyfP18Ho9H9+yQiIiIiIiLPYxCdyA/ZSrkAnqmJbmOrjZ6TI3g0K/P8eQGXLimvOTHRt+qh24SH2zOE16/3jYzVf/7RIDtbed8GD2YtCn9hG2dA5dRF37VLxJdfKnV+GjeW8MQTJghFYvOBgUCrVso+PR1ET08XMH58IJKTlT9nbrjBgsmTjQgK8sz+RRHqIqNZWQKWLfONuU1ERERERESVi0F0Ij9kW1QU8Fw5FwBISpLQurUSTPvxRx0KCz2zX1sWOuB7i4oW1b278t4cPiwiPd37JV1sZXeioyW0a+e77xuVT0SEUg8cAPbtu7qv+fR0AVOmGCBJQHCwjIkTjQgMLP44W83/w4dF5ORc1S5dJsvA9Ol6pKUpc2nECDOee86kZsV7SqdOklp3fcECZqMTERERERH5IwbRifxQ0Ux0TwbRAXtt9IsXBSxf7ploli2IHhgoo0ED3y1JYguiA8CmTd4t6XLokKi+b7fcYlFLzZB/sJV0uZrFRc1mYMoUAy5eVI4nL7xgKrXGuG1xUUkC/vvPM2N7wwaNOo+GDjXjgQfMDhnyniIIwL33MhudiIiIiIjInzFsQuSHLlxQprZeD4SEeHbf7dvbszIXLtSptdndyRYMbtJE8ulgcP36Mho1Ut6b9eu9G0RfulQJ9BkMMvr144Ki/sa26OfZsyIyMyv2HLNm6dUg/F13mdGtW+nrDcTFyQgPVwLsnijpkp8PzJihlJipVUvGffd5txxRp04Smje310b31FU4RERERERE5Bk+HG4iooqyZaJHRUkez8wUBHs2emamoC5c6S6yDBw5YltU1PdLktiy0Xfu1CA31zt9uHQJ+Ocf5XO5/nqrx0+0kPu1aHF1ddFXrtTgl1+UMdKxo7XMILUo2ku6bNumgezmC0LmztWpx7lx40weq4FeGkEARo5UzhhevMhsdCIiIiIiIn/DIDqRH7IH0b1T2qRLFysSEuxZmWY3JommpQnIyVFeb1UIovfooQQarVZgyxbvZKP/8YdW/UxuuYULivqjRo1kBAUp87+8ddGPHhXw4YcGAECdOjJeesno0hUetiB6erqAU6fcd/YuJUXAzz8r9fy7dbM6lEnypg4dJLWMzoIFOhQUeLlDREREREREVGkYRCfyQ7aFRWvW9E4QvWg2enq6gL/+cl9W5qFDVWNRUZsmTST15MbGjZ4PoksSsGyZEoBs1cqKuDjfrSFPFSeKReuiuz7O8vKASZMMMJkAnQ6YMMGIsDDX2rZvb59/27a5Z2xLEvDhh8pCpwaDjMce80C9KBcxG52IiIiIiMh/MYhO5Ie8nYkOKGVLGjdWgmo//KCDxU1lt22lXIKDZdSv7/sBYUGwl3TZvFnjkZrxRW3ZokFamjI+brmFtdD9mS2IfuSI6NI4k2Xggw/0OHNGmVPjxpnKdWKqZk0ZcXHK491VF335cq164mzkSDPq1PGtOd++vYSWLZX5zWx0IiIiIiIi/8EgOpGfsViULEjAe5nogJIJe9ddSjZ6WprgttIltoBa06aer/9eUT16KMHrggIBO3d69jBsq3MdHi6jZ0/fKINB7mEL5losjldslOaXX7T4919lfFx3nQU33lj+kywdOyr73LXLtcB9eWRmArNnK1dRxMVJGDrU904CKdnoynHv0iVBnW9ERERERERUtTGITuRnMjMFdVE/b2aiA0Dv3laEhyt9WLOm8oPoklS1FhW1SUqSEBysvC8bNnguyHbmjICtW5XPYdAgC3Q6j+2avKBZM0mtZb5/v/Ov+0OHRMyapQcAxMZKeOIJU4VOStnqohuNQrlrsZfl88/1yMtTOjV+vAlaH41Pt2snoVUr5X1YuJDZ6ERERERERP6AQXQiP2Orhw54NxMdULLRe/VSgkkbN2pgNFbu8585IyA/v+osKmqj1QJdu9rfF8lDXf/1VyXqKIpKEJ38W1AQ1JJKe/eWfhIrJweYMsUAi0WpM/7qq0YEBlZsn61aSdArsfhKLemyfbuI1auV8TtokAUtW/rufBcE4N57lWz07GxmoxMREREREfkDBtGJ/IytHjrg/Ux0AOjTx166pLIXGzx8uGotKlpUt25KED0zU3Cp1MbVKiwE/vxTCeZ1725FrVreHxvkfrZg8/79onqFSlGyDLz7rkGtk//kkyY0alTxsaHXA23aKGO7sua7yQRMn65E5mvUkDF6tO8sJlqadu0ktG5tz0bPz/dyh4iIiIiIiOiqMIhO5Gd8KRMdAFq3ltxW0sUWfA4Lk31ugcGydOpkVctRbNjgnnrxRf3zjwY5OcrYGDzY7Pb9kW+w1UXPzhaQmlq8PstPP2mxcaMy/m680YLrr7/6Ovm2ki4pKSKysq766fDDDzp1sdNHHjEhNPTqn9PditZGZzY6ERERERFR1ccgOpGfsWWi16gh+0TNa1FUaqMDlV/SpWg99KqyqKhNUBDQvr3yvqxf794guiwDS5cqgyE2VkKbNlUra58qrmjZkytrlO/fL+LLL5UM77g4CY89VjkZ3rYgOgD899/Vje1TpwTMn6+M3bZtrbjuuqqzGG6bNhKSkpT+LlrEbHQiIiIiIqKqjEF0Ij9jC6L7QikXG1tJl8JCAVu2VE7AuOiiok2aVM2gcPfuSoDt1CkRp0657yzAgQMikpOV9+rmmy1V7oQDVVzt2rJ6Rcr+/fa5l52t1EG3WoHAQBmvvWaEwVA5+4yNldXjz9WUdJFlpYyLxaKsIzB+fMUWO/UWZqMTERERERH5DwbRifyMrZyLL5RysWnVSkJEhNKff/+tnCD6yZMCCguV15qYWDWD6N262QPa7izpYgveBQbKuP56LihanQgC0KKFcrLGlokuScDbbxuQnq4MvqeeMqFBg8o7XgiCPRt9+3ZNibXYXbFqlQY7dyrz4s47zYiJ8Z1jmquKZqOzNjoREREREVHVxSA6kZ/xxUx0UQR69VICSZs2aVBYePXPactCB6reoqI2kZFA8+ZK3zdscE+WqtkM/Puv8tzXX29FcLBbdkM+zFbS5cQJETk5wMKFWvWKkJtvtuDaayu/RIotiJ6VJeDYsfKnj+fkALNmKaVm6teXMGJE1a3jf999St9zcgQsXcpsdCIiIiIioqqIQXQiP+OLmegAcM019pIuW7defda1bVHR8HDZp04YlFf37sr7cuCA6LAobGU5eVKA+XL8sXPnqlNPmipP0broCxfq8PXXSnC6SRMJjzxSOXXQr9S+vVW9yqIiJV1mz9bj0iXlCcaPN0Gvr8zeeVZSkoQ2bey10fPyvNwhIiIiIiIiKjcG0Yn8SF4eUFDge5nogBLIi4xU+rRmzdUH0Y8cUZ4jMbHqLSpaVI8eSnBNlpWFVytbSor9MB8fXzUz9unqJCRIahB6/nwdJAkIDlbqoLsrOF2jhn2tgvIG0Tdt0mD5ciVj+9prLejQoeqPW1ttdGajExERERERVU0MohP5EVspF8D3MtGVki5K1vXVlnSxWu3lXKpqKRebBg1kNGyovAZ3BtHDwqp2xj5VnFYLNGvmeBXCs8+aUK+ee8eDraTL3r2uz/cTJwRMnapE9sPCZLdlyntaUpKEtm2V9+PHH3XIzfVyh4iIiIiIiKhcGEQn8iNFy4FERflecLlPHyWIZDQKak3mijhxwl6ipKoH0QGge3flffnvP02lLzyYnKwc5uPjq3bGPl2dFi3s82ToUDN69nR/aZ+OHZV9mM3A7t1l/7mRkwO89poBBQUCNBpg4kQjIiPd3UvPKZqNvnChzsu9ISIiIiIiovJgEJ3IjzgG0X0v67hlS0nNkL+aki6HD9sPXbaSEVWZLYhusaBS6sXbyDJw9KjyXvnD+0QV17+/BZGRMrp1s+LBBz2zSGfz5hICA5X5vn2783FttQKTJxtw9qwyXseNMyEpyb/GbOvWErp0Ueb64sU6hyuHiIiIiIiIyLcxiE7kR2xBGZ0OCAvzcmdKIIpA7962ki5aFBSU/zlkGfjrL6WmcFSU7HNlayoiMdFeL37DhsoLop87JyA3VxkTrIdevTVoIGP+/AJMmmSEzkNJ0Dod0KaNMu7KCqLPmqXDjh3KY26+2YKbbrK4vX/eMHq0CYIAmEzAt98yG52IiIiIiKiqYBCdyI9kZChTumZN2WdLd/TurWRimkzA5s3lDxj/848Gu3fbgm2eyah1N1G0Z6Nv3qyBpZLih0UXFY2LYxC9uhMEePy4YCvpcuKEiPT0knf+229aLFmiBJSTkqx49FH/qINeksaNZdxwgzLBf/9di5MnffRATURERERERA4YRCfyI7ZyLjVr+m7AtEULSS01s2aNtlxt8/OBL75QFh2sV0/CsGH+k63avbvyWvLyBJfqR7vCFkTX6YCYmKqfsU9Vj21xUQDYvr34uN6zR8Qnnyhzum5dGRMmGKEt32GhyrnvPjN0OkCSgNmz9d7uDhEREREREbmAQXQiP2Ir5+KL9dBtipZ02bKlfAtp/vCDvY7w2LFm6P0o/tSmjb1+9Pr1lRNFtC0q2rixBE3lVYkhcll0tIy6dUuui37unIBJkwywWIDAQBlvvFGIGjW80UvPql1bxq23KlfRbNigwb59/FOMiIiIiIjI1/GXG5EfsWei+24QHahYSZfTpwX8+KNS8qFTJyu6drWW0aJq0euhLjq4ZUvlRLy5qCh5myDYs9H/+08D6fJQLCgAJk404NIlAYIAvPSSCY0b+/ZxqzLdeacZISHK6/3ySx3k6vPSiYiIiIiIqiQG0Yn8hCQBmZm+n4kOAM2b20u6/Puva1nXM2fqYbEAWi3w6KMmn635fjVsizCmpQnqCZGKyslRMn0BLipK3mULomdnCzhyRIQkAe++q1fLDY0aZUK3bv51UqwsoaFKIB0A9u3TYNMmXipCRERERETkyxhEJ/ITmZmCmuXp60H0oiVdNm8uu6TLpk0aNTt72DAzGjTw7ddXUa1a2QOJ+/df3eGZi4qSr2jXzgrx8nDcvl3Ed9/psHatcvLsmmssGDHCf9Y2KI8hQyzqsfp//9PBWr3OIxAREREREVUpfr58V/mIhallPkYKiC6yYYFoOue8gaCBZKhbpI0RoinDaRNZNEDWR9lvsOZDNGc5b6MJhKyLtO/WkgPBkl1GmxDIuiIFaE1ZEArSIVpLD7hJ2hqANsS+H9MFCFKh0/1IupqAJsDexngegmx23kZfGxB16rZYeBaA80CgZKgHCJcjNbIE0XjW6eMBEVJAvSJPYIZoOu+0hSzoIBtq22+wFkA0ZzpvIwZA1te032DJhWi55LyNJhiyLlzdFsyXIFhznba5mB4OIBCAUs5FMGdCsBY4bSPpIgBNkH0/pnQIksl5G30UIBrUbdGYBsjOoz+SoS4gXM60lGWIxjO4oaeIdSuU59m10YQePawQNCJgCIJQkA/olM/GZAJmzRRQO+Q0IiNl3DO0EGIJQ04WtJANdYrs1FNzLRuCJaeMNo5zTTBnQbAWP3PQqDbQqHYA8vMFHN4fgl697EXfyzvXUlJERAadg05jRkL9ghLfM6CkuXYGgPOTFFc/10wQTelOW3h1rpnz1XFY0vFQ1oZB1oba27j02VRkrtUCRPsYqOhcc06AFFC/yBOU/b1W3rkWpgU6JYVh8846WLJEh6wsAQG6PLRpdgHPjzNCYyxlPxWZa9pQyNowe5tS5lpRki4c0ATb21Toe+0cBNn5yYAr51qgfAaPjhIxa5YehZnAuhUmXHut/fMVNCIQ3qTIi7MqY8CpCsw1UQ9ZX8t+g8fm2kUI1jznbTjXHOeatRCi+YLzNsW+1/Igmi86b6MJgqyLsPe0yFwr+r1c9HhYOXMtA4JUygFAbVORuVYHEO0/cVz7XqsP9RI3H55rrv1976m5FgloAou0qcBcc+nv+7pQ875k2YXfa1VzrpXaprrPtWK/pSsy11z4+96FuXbl8bAic61iv6U9ONeu6nvNld/SFZlrV/zN4bG55spv6fDyz7UrfktXZK4hPxVCQZ7zuE0VnmvF2hT7Le2hueZS3Koic628v6UrMteu/C1duXNNPR6aAQhFP5uy41YVm2tX/n3vnrkGNCvjfgbRHQSkzinjEQLy41+yb1nzymwja2ugIPYxdVs0nkfAmXlO21gDGsIYfY+6rck/CsP5X5y2sYS0gqnOLeq2NmcPdJn/OG1jDu8Oc81r7Dekr4chdQMkqfQ/fkxRA2Cp0V7d1l9YCU1+itP9GOsOhzU4Qd02nF9a5gG5IGaMwwHZcPb7MidJfuNnAeHyAUwylf3ZiIEoaPyUui2Ys8psI+nroDBmtLqtKTwNQ9oip22sQU1grHe7uq3NOwh9xgqnbSxhHWCq1d/eJns7dBc3OW+TcT2AawAomei6zH+hzd3vtI2xzhBYQ1qo24b03yEWnnbapjB6JKSABvY2aT+W+cVXEDvO4UAZkDoHSYHAvd11yMsDNMdlBDSyQBQFIEMPQ6EF5sYvAAB+/FGL7Av5uLvjbPTsaUVEZslfSrIuHAUNH1W3ReM5BJz51mm/rIGxMNa/W912aa6Ftoap9s3qtjLX1jhtY47oAXNkH3Vbd3ETtNk7SnzsA320OHNGwIlTgwDYPxv9hb+gyT/qdD+F9e6AFBQPQFlU9IbExWhY5zwiMkv/siiIecjhR2DA2e+BMv4wd5xrxrLnmiYIBY2eVLddmmuGuihs8IC67dJcC24KY91h6rZLc61GR5ii+tnbZG+DIXvL5XFoKvF4aKp5HSzhXdRtXda/0OYecLofY51bYQ1prm4bzv8G0eg8EFAYfZ/DiVvD2UUQrM5/ABTEPl4kECK78L0mIj/+RXVLsOaU/XnqIlDQcKz9GYxpCDjzndM2QzrHY/PO+5GVpfwx3zLmCKaMWoygjNK/byyhSTDVvknddm2u9YQ5sre6rcvaCG3OTqdtTLUGwhLWVt3WZ6yApuCY0zaF9e6EFBSnbhvOLSnzD9OCmIcd/jANOPMd+sWbYeqjxcWLAvJ2A9o4M7SX/zITRQGoO8n+BBWYa6I504W5Vg+FDe5XtzWFp2BI+9FpG2twIox1b1O3tXkHoM/4y2kbc41OMEfdYG+TvR26i5udtrlyrukz10CTd9BpG2OdobCG2P8ANpxfXmYgoDB6lMOPE8PZhWX+AMiPHV/kx5lU9lwTNMiPe8G+ac0u/1wzpSHgzPdO21gDG8FY/y51W5OfAsP5ZU7bWELbwFR7kLqtzd4NXda/yj7V72XH46E5ohfMkb3Ubdfm2iBYwtqo28pcO+60TWG9EZCCGqvbhnM/lxl4Lj7XvgXK+NGU3/h5QLg8+aRCF+ZaMAoaPaFui6YL5Z9rBSdhOLfYaRtrcDMY6w61t8k9AP2FlU7bmGt0hjnqenVbe2kbdJe2OG1jqnk9LOGd1W3X5tptsIYkqtuG88vKDAQURt/vcPLBkLawzEBIfqMnAFw+ASlbXZhrWuTHPW/ftFwq+7PRRaKw4SPqtmg8i4CzPzhtc+Vc0+YlQ5++3GkbS2hbmGoPtLfJ3gVd1lqnbcwRvWGO7Klu67I2QJuzy2kbY+2bYA1NUrddmmv174IU2EjdDjj3E4QygmEFDR+BLNpPdgecmVfmCUjlOHg5UGstcGGuhaCg0Xh1WzRluDDX6qOwwSh1W5lrPzltU3yu7Yf+wiqHx1x5PDSHd4G55nXq/dpLW6G7tNXpfkxRN8BSo5O6rc/8B5q8Q07bGOsOgzW4qbrt0lxr8IBDQNSQtqDMky/5jZ60B6lkiwtzTYf8uOfsm5ayv9ckXU0UNnxY3RaNZxBwdr7TNtbAxjDWH6Fua/OOQJ/+m9M2xefaTuiy1jltY47sA3NED3VbmWu7nbYx1r4Z1tDW6rY+409oCk44bVNY/25IgbHqtmtzbSxk0X5SACmzYSgodBq3yY97EYDyd7dgzXdhroWioNHj6rZoSndhrkWjsMF96ram4AQM53522sYS0hymOrfa25Qw16505VzTXdoC7aVtTtuYovrBUqOjuq3P/BuavMNO2xjr3g5rsD2BxZC+rMyTDwUNRjucGHJtrj1lD9a7MtdEvfL7+zKXvtf0USiMecj+FMZUBJxd4LSNNSgOxnp3qtvavMPQp/9ecpcuHw+1+pYw1xxgb5OzE7qs9U73U3yurYc2Z4/TNsbat8Aa2krddm2u3QMpsKG6HXBuMYQyTsAhZprz+8FyLkR+4+Ilew1tX19YFAAgAA0bKgHx1FQB5hJO8p4/L+D775UfTnXqyGjcyP/LktSurXx2p04JMDo/b+SUrZxLlRgL5PcaFZm7Wi3wyFgzgoI5NgUBaNdOeW8KCoCDB/lnGRERERERkS8SZFnmr9jLLpxynnEB+G85F61WRESwCRcz0mFlOZdS+XI5l7k/1MSc7yMRGirjp58KfL6cCwAcOSJiwgTlucaNM6F3bxnh4UG4eDEfZl09vPmmHv/8o4VOY8HnHx9HbGzphyt/KOcCAHv3injzTQOyjRGY+rYGrVsr4748c81kAm65JQg1DOdwz915GHxL6Z8Py7kUn2ta5KvjsKTjIUtMlH+uWWQDxoxrgNOnRTzzjBH9rst24VJc/y7nYptrsgxMnqzHgQMaBAXJ+OijQoSGAhqNiPB6TZB1MR8Wi+TTJSZYzsV/y7loNGKJx8NqX2KC5Vw8WmJCq9MhIiIYWZm5kPKcXzFZVedaqW2q+1zzoRITVx4PWc6F5Vy8Uc5FqxURYbiIixfznMdtqvBcK9aG5Vx8rpyLejzMBcx+VM6lZkzZ5VwYRC8iPd35gdWfabWi8sdpVp7yY52qnHfe0eOvv7Ro1EjCl186/4LwFbIM3HNPIM6fF9CtmxVTp5rVcbhtG/Dcc8of87fcYsHjjzv/Y9Ff5OcDt94aBEkCRo824c47y7/o4pEjIh59VHnv3nyzEJ07c06XB4+H7pGfD+TkCKhTh392XOnAARHjxytz9rbbzHjkETPHIfkEjkPyBRyH5As4DskXcBySL/DXcVirVmiZj+F1w0R+4sIF5UxzVFTVCVAJAtCnjxIk3rZNg7zLJ5StVuDTT5UzumFhMkaNqh4BdAAICgLi4pQvon37NBV6jpQUe2mfhAT/+VKjqi0oCAygl6J5cwk9eyqZz0uX6pCWJpTRgoiIiIiIiDyJQXQiP2ELole1Gti9eyuBI7MZ2LBBCRovWaLB8ePK4emBB8wILfuEoF9p0UIJfO/fL6Ii1wolJyvvXUSEjMjIMh5MRD5h9GgTRBGwWIBvvtGV3YCIiIiIiIg8hkF0Ij+RkVH1MtEBIDFRUrNT//lHg8xMewCpSRMJN95Y/nImVV2rVsqJhexsAamp5c9ItS0qyix0oqqjQQMZAwcqx7vVq7VITmY2OhERERERka9gEJ3IDxQUAHl5VTOIXrSky9atIt59F2pZl3HjlMzM6saWiQ4A+/aV7w2QJHsQPT6eQXSiquTee00wGJTFRv/3P9ez0bm6DRERERERkXtpy34IEfk6WykXoOqVcwGUki4LF+pgsQB//aXcdsMNFodgcnVSu7aMqCgZGRkC9u3ToH9/q8tt09IEFBQo48FWW52IqobISGDYMAu++06HLVtErFgBBAUJyMjQICtLwMWLArKyBFy6BHX74kUBRqNS+mro0Op35Q4REREREZEnMIhO5AeKBtGrWiY6ADRtKqFuXRnnzimvIygIePDB6rOY6JUEAWjZ0oo1a7TYv798mei2LHSA5VyIqqLbbzfj11+1yMkR8PLLgNVqcCnTfNEiHW691QKBVWCIiIiIiIgqXTUslEDkf2z10AEgKqrqBU4FAejd255BOWqUudoviGnLwj9xQkROjuvtbIuKBgTIiI6ueidUiKq74GDlGFiSwEAZ9epJaN5cQrduVgwcaEHPnsqVKhkZFVtDgYiIiIiIiMrGTHQiP2ALomu1QI0aXu5MBd1yiwXr12sRHw8MGeJ6+RJ/1bKl/WTI/v0adOni2ntiy0SPi5OrZT15In9w000WNGwI6PWB0GqNCA2VEB4uIyCg+GPPnxewbl0gAGDnTg0aNGBJFyIiIiIiosrGIDqRH7AF0SMjq27gtE4dGd9+a0REhBZZWYClmseB4uMl6PWAyaQsLlreIDoXFSWqugQB6NBBQkQEkJUlw2Ip/aqS2rWV7PSzZ0Xs2iXipps82FEiIiIiIqJqooqG24ioKFtN9Kq4qCiVTKsFmjVTAuf79rl2qL540X5ChYuKElUfbdsq833XLo1L9dOJiIiIiIiofBhEJ/IDFy4oU5lBdP9iK+ly6JDoUmb+0aNcVJSoOmrbVjnhlpUl4NQp1kUnIiIiIiKqbAyiE/kBW/ZxVVxUlEpnW1zUaBQcAuSlsS0qKopA48YcC0TVRVKSfb7v2qXxYk+IiIiIiIj8E4PoRFWcJNnLuURFMRPdn7Rsaa+D7kpJF1s99JgYCQaD27pFRD4mKkpGdLQSSN+5k3/aERERERERVTb+0iKq4i5dAqyXY60MovuX0FCgYUMlMLZ/v+tBdC4qSlT9sC46ERERERGR+zCITlTF2bLQAdZE90e2ki579zov0WA0AqdOKYd0LipKVP20aaOcTb10ScCJE6yLTkREREREVJkYRCeq4jIy7NOYmej+x1bSJSNDwPnzpQfGjh8XIV2OnTdpwiA6UXVjW1wUYF10IiIiIiKiysYgOlEVZ1tUFGAmuj9q2dIeEHdWF/3IEft9zEQnqn4iIuzln3buZBCdiIiIiIioMvlVEP306dMYO3YsOnfujG7duuH555/HpUuXvN0tIreyBdGDg2UEBnq5M1TpGjSQERamnBxxFkQ/elS5LypKRni4J3pGRL6mTRsliL57t/3KFCIiIiIiIrp6fhVEHzt2LMLDw/H3339j6dKlSElJwTvvvOPtbhG5lS2Izix0/yQI9rro+/eXnl3KRUWJyFbSJTtbwPHjrItORERERERUWfwmiJ6Tk4NWrVrh2WefRXBwMGrXro2hQ4di69at3u4akVtlZjKI7u9sddFTUkQUFBS/X5KAo0eVccBSLkTVV1KSvS46S7oQERERERFVHq23O1BZQkNDMW3aNIfbzpw5g8jISJefQxQFiGL1zNzSaESH/1PVceGCCEEAatcGtNqq/flxHJasdWslI12WgeRkLdq1cwyUnz4twGgUIAhAs2ZylR8H3sZxSL6gIuMwKgpo3FjG8eMCdu/WYvhwnlSjq8PjIfkCjkPyBRyH5As4DskXVOdx6DdB9Cvt2bMH8+bNwyeffOJym8jIYAhC9Qyi24SFsah2VXPxIqDRALGxGkRE6L3dnUrBceioWzdArwesVuD48UD07et4/9atyhgAgA4dAhER4fk++iOOQ/IF5R2H3bsDp04BBw5oUKOGDmL1+9uW3IDHQ/IFHIfkCzgOyRdwHJIvqI7j0C+D6Nu3b8fYsWPxzDPPoE+fPi63y8zMq9aZ6GFhgcjOLoDVysy1qsJoBLKyAgAAgYFmZGVZy2jh2zgOSxcXp8fBgyI2b5Zw660mh/t27tTCatUiMBAIDCxEVpaXOuknOA7JF1R0HCYmirBa9cjKArZtM6JJE5b6oorj8ZB8Acch+QKOQ/IFHIfkC/x1HEZEBJf5GL8Loq9evRrPPfccJkyYgMGDB5errSTJkKTq/WPTapVgsfjPJPB3588LkC8P2YgI//nsOA6La97cigMHROzbJ8BkkhyyS48cUcZBXJwVkiRB4ltXKTgOyReUdxy2aiUB0EOWge3bBTRuXLVPrpJv4PGQfAHHIfkCjkPyBRyH5Auq4zj0q4t8//vvP7z44ouYPn16uQPoRFVRRob9yomoqOp9AsjftWypfDnl5go4edLxipnkZOVQHhfHMUBU3YWG2hcY3rWLi4sSERERERFVBr8JolssFrz66qt4/vnn0aNHD293h8gjigbRa9ZkANWftWhhP8O7b589MJaZCWRlKeOgSRNmnBIR0KaNcizYvVvklSlERERERESVwG+C6Dt37kRKSgomTZqE1q1bO/yXmprq7e4RuYUtiC6KQGQkg+j+LCpKRt26yme8f7/90G3LQgeA+HiOASIC2rZVIuf5+QKOHPGbP/WIiIiIiIi8xm9qonfs2BGHDh3ydjeIPMoWRI+MlB1qZJN/atHCirQ0Lfbts3/YR48q/9ZogNhYppwSEdC6tRWCAMgysHOniMREHhuIiIiIiIiuhkeC6Onp6Zg9ezaOHj2KwsLCYvfPnTvXE90g8juZmfYgOvm/Fi0krF4NpKaKuHgRCA8HUlKUIHrDhhL0eq92j4h8REgIEB8vITlZxK5dGtxxh8XbXSIiIiIiIqrSPBJEf+qpp3Dy5Em0b98eNWvW9MQuiaoFWyY6FxWtHlq1stc8P3BAg27drGo5l/h4ZpoSkV3btsrxYe9eEVarcrUKERERERERVYxHguh79+7FypUrERUV5YndEVUbGRlKAJVB9OqhUSMZgYEyCgoE7N0rok0bK1JTlTGQkMAgOhHZtWkj4ccfgYICAYcPi2jenMcIIiIiIiKiivJIFeWYmBgYDAZP7Iqo2pBl4MIFWyY6gyPVgUYDNGumfNb794s4dkyEfPn8CTPRiaio1q2t6loZu3Zx0QwiIiIiIqKr4ZFfVRMmTMCECROwbds2nD59GmfOnHH4j4jKLzsbMJuVfzMTvfpo2VIJlh86pMGhQ/ZDOIPoRFRUcLD9CpWdO1nLhYiIiIiI6Gp4pJxLamoq/v33X/zxxx8Ot8uyDEEQcODAAU90g8iv2LLQAaBmTQbRq4sWLawAdDCbgT//VA7htWvLCA31br+IyPe0bWvF4cNKXXSLBdB65K8+IiIiIiIi/+ORn1Pvv/8+Bg0ahOuuuw6BgYGe2CWR37MtKgowiF6dNG8uQRCUcj5Hj3JRUSIqXZs2VixcqIPRKODQIVG9koWIiIiIiIjKxyNB9NzcXEycOBEaDS8nJqostkVFAZZzqU5CQoBGjSQcO2b//LmoKBGVpFUrCaIISJJSF51BdCIiIiIioorxSE30fv36Ydu2bZ7YFVG1YctEDwyUERzs5c6QR7Vo4RgIYyY6EZUkKAhITGRddCIiIiIioqvlkUz0+Ph4vPDCC2jXrh2io6Mhio6x+6efftoT3SDyK7aa6JGRzEKvblq1smL5cvvhm0F0IipNmzZWHDggYt8+DUwmQK/3do+IiIiIiIiqHo8E0b/77jtoNBrs2rULu3btcrhPEAQG0YkqwBZEZymX6qdoJnpIiIw6dTgGiKhkbdtaMX++DiYTcOiQiNatedKNiIiIiIiovDwSRF+zZo0ndkNUrdjKuTCIXv3UqycjPFzGxYsC4uKUhUaJiErSooUErRawWJSSLgyiExERERERlZ9HaqKbTKZS/ysoKPBEF4j8DoPo1ZcgAAMGWCAIQN++Vm93h4h8WGAgkJioHCd27vTIn31ERERERER+xyOZ6ElJSRCcpEoeOHDAE90g8hsmE3DpEoPo1dno0WaMGGFGUJC3e0JEvq5NGwn79mlw4ADrohMREREREVWER4LoU6dOdQiiS5KE06dP47fffsOjjz7qiS4Q+ZWsLPt8qlmTQfTqigF0InJF27ZWfP+9DmYzcOCAiDZtWNKFiIiIiIioPDwSRB86dGiJtw8ZMgTvvPMOBg8e7IluEPkNWykXgEF0IiJy7sq66AyiExERERERlY9Xi2PGxsbi6NGj3uwCUZVUNIjOci5EROSMwQC0aKHURd+1i3XRiYiIiIiIysurv6S2bduGnJwcb3aBqEqyBdEFAYiMZBCdiIics2WfHzigQWGhlztDRERERERUxXiknEvPnj2L3WY2m5GdnY277rrLE10g8isXLihB9PBwGVqPzGIiIqrK2ra1Yt48HSwWYP9+Ee3bs6QLERERERGRqzwSfrvjjjscFhYFAIPBgCZNmuCaa67xRBeI/IotiM566ERE5IpmzSTodIDZDOzapWEQnYiIiIiIqBw8EkR//PHHPbEbomrDVs6F9dCJiMgVej2QmGjF3r0aHDnCuuhERERERETl4bYg+vTp0zF+/HgAwAcffOD0sU8//bS7ukHklxhEJyKi8kpIkNQguiwr62oQERERERFR2dwWRP/tt9/UIPqyZctKfZwgCAyiE5WDLAMZGUoWIYPoRETkqoQEpYTLxYsCLlwQ+B1CRERERETkIrcF0f/44w/136tXr3bXboiqndxcwGRS/l2zJmvaEhGRa2xBdABIThYRFWX1Ym+IiIiIiIiqDrcXxbRYLLj55pvdvRuiasO2qCjAhUWJiMh1sbEytJfTJ5KTWRediIiIiIjIVW7/BaXVaiFJEo4cOeLuXRFVC7Z66ADLuRARkeu0WqBxYyUbnUF0IiIiIiIi17mtnEtRw4cPx1NPPYUePXogJiYGOp1OvU8QBAwfPtwT3SDyC2fP2gMftWoxiE5ERK5r0kTCkSMiUlIYRCciIiIiInKVR4Lo06ZNAwAkJycXu49BdKLysQU+ateWERLi5c4QEVGVYquLnpYmICcHCA31coeIiIiIiIiqAI8E0Q8ePOiJ3RBVC7YgelwcFxUlIqLyiY93XFy0XTt+lxAREREREZXFI0F0ADCZTNi+fTvS0tJgMBhQr149tG3bFoIglN2YiAAAkgQcPaoE0W3ZhERERK6Ki5Mgisr3yZEjDKITERERERG5wiNB9L1792LMmDHIyspyuD06OhqfffYZEhMTPdENoiovNVWAyaT8u2g2IRERkSsCAoCYGAknTrAuOhERERERkas88uvp9ddfR/fu3bF8+XLs2rULO3bswJIlS9CyZUtMnDjRE10g8gvJyfYpyyA6ERFVhO1KpqLfKURERERERFQ6j/x6SklJweTJkxEfHw+DwYDAwEA0a9YMU6dOxaFDhzzRBSKnsrKAGTN0+O8/3w4o2Eq5BAXJqFNH9nJviIioKrIF0U+dElFQ4OXOEBERERERVQEeiRjWr18fBSX8SjMajahdu7YnukDk1E8/6bB0qQ7vvmuA7MOxadul9/HxSk1bIiKi8rIF0WXZfnKWiIiIiIiISueRX04vvfQSXn/9dezbtw8FBQUwGo04ePAgJk+ejFdeecUTXSByyhZEyMgQkJHhu4vd2oLojRv7cKSfiIh8WtGFqVnShYiIiIiIqGxuW1i0WbNmEAR7MFKWZaxcudLhMbIsY82aNdixY4e7ukHkkpMn7UGE5GQRtWpZvdibkmVlAZmZypwqGgAhIiIqj5AQoG5dGWlpAoPoRERERERELnBbEH3q1KkOQfTSWCwWd3WByCWFhcC5c/axeuSIiG7dfC+IbstCB7ioKBERXZ2EBAlpaRoG0YmIiIiIiFzgtiD60KFD3fXURJXq9GnBoQ76kSO+GVCwBdFFEWjUiEF0IiKquCZNrFi3ToPjx0WYzYBO5+0eERERERER+S63BdFffPFFvPXWWwCAZ555xulj33//fXd1g6hMJ044Bs19NYhuq9seEyNBr/dyZ4iIqEqLj1fOHlsswMmTgrpNRERERERExbktiJ6enq7++/z58+7aDdFVuzKIfuGCgMxMIDLSSx0qhS0TnfXQiYjoajVpYi9bduSIiPh43ytjRkRERERE5CvcFkSfPXu2+u958+a5azdEV+3UKSU4HRgoo6BAqY1+5IgGXbr4TkDBaLT3My6OQXQiIro6kZFARISMrCwBR45oMGCA73znERERERER+Rq3BdHXrVvn0uMEQUCPHj3c1Q2iMp08qQTOu3a1Yu1aLSwWIDlZ9Kkg+vHjIqTLsXMuKkpERJUhIUHC1q0apKSUvRA8ERERERFRdea2IPqDDz4IQRAgy85rbAqCgAMHDrirG0ROWSxAaqo9w/v0aQlHjog4fNi36qLbSrkAzEQnIqLKYQ+iKydqRd/66iMiIiIiIvIZbguir1q1yl1PTVRpUlMFWC8nnMfGymjSRAmiJyf7ViTBFkSvWVNGRISXO0NERH6hSRPlpGxhoYDUVAExMVxclIiIiIiIqCRuC6JHR0e766mJKs3Jk/ZgecOGEi5cUC5pP39ewKVLQI0a3uqZo6NHlX4xC52IiCqLLYgOKIuLxsT4ThkzIiIiIiIiX+K2IPp1112nZqP37NnT6WNdrZ9OVNlsQXSdDqhXT0ZurmNAoWNH7wetJcmeic566EREVFnq1JEREiIjN1dASoqIvn0ZRCciIiIiIiqJ24Low4YNU/99xx13QBC4aBX5HtuiojExEkQRaNxYgkYDWK2+E0RPSxNQUKD0k0F0IiKqLIKgXOG0e7cGR474VhkzIiIiIiIiX+K2IPrYsWPVfz/++OPu2g3RVTlxQgkaNGyoBKf1eqBRIwkpKaLPBBSKLiqakMAgOhERVZ4mTZQgenKyCFlWAutERERERETkyG1B9KIWLFhQ6n0WiwV33323J7pB5ECSgFOnlAB10cXUEhJsQXSNt7rmwBZENxhk1K/PRd+IiKjy2E7O5uQIOH9eQJ06/J4hIiIiIiK6kkeC6BMnTizxdp1Oh/DwcAbRySvOnxdgMin/tmWiA0pW3p9/KmVUcnKA0FAvdfAyWxA9Lk6G6BvJ8URE5CeKXuGUnCyiTh3WRSciIiIiIrqSR4LoBw8edNiWZRmnT5/GzJkz0b9/f090gagYWykXAIiNdQyi2xw5IqJ9e++WUOGiokRE5C4NG8rQ6wGTSQmi9+jBIDoREREREdGVvJLXKggCYmJiMGnSJEyfPt0bXSBSFxUVRSA62n75elycpGZ8e7suek4OkJ6u9DMujkF0IiKqXKJo/35JTublTkRERERERCXx6q8lnU6HrKwsb3aBqjFbJnq9ehL0evvtAQH28i7eDigUXVSUmehEROQOtiuwvP2dR0RERERE5Ks8Us5l3bp1xW4zm81YvXo1DAaDJ7pAVIxtUdGGDYsvopaQIOH4cdHrmei2ILogAI0bM4hORESVz3aSNiNDQFYWEBHh5Q4RERERERH5GI8E0R988EEIggBZdgxWRkRE4K233vJEF4gcyLK9nEvReug2TZtKWLkSSE0VkZsLhIR4uocKW1ZgdLSEwEDv9IGIiPxb0bVAkpNFdOrEk7ZERERERERFeSSIvmrVqmK3BQQEoGbNmp7YPVExmZkCcnOVILqtdEtRCQn2244eFZGU5J2AwrFjXFSUiIjcq1EjCRoNYLUqV0AxiE5EREREROTII0H06OhoT+yGyGW2LHSg5HIu8fESBEHJWD982DtBdLPZXredQXQiInIXvV65KuvoUZF10YmIiIiIiErgkSB67969odPpXHpsSVnrRJXt5El7kCAmpniAOigIaNBAwqlT3gsonDwpwGJR/s0gOhERuVNCghJE9/ZaIERERERERL7II0H0O+64A3PnzkW7du0QFxcHSZJw5MgR7N27F3fccQf0er0nukGksmV416olIyio5Mc0baoE0Q8f9k5AoWjwPi6ueLY8ERFRZUlIkLBiBXDmjIi8PCA42Ns9IiIiIiIi8h0eCaKfPXsWr7/+Om688UaH23/99Vds3LgRU6dO9UQ3iFS2ci4l1UO3SUiQsGoVcPq0iPx8lBpsd5ejR5Ugeo0aMmrWZBCdiIjcp+haICkp3lsLhIiIiIiIyBd5JMV2xYoVuP7664vd3r9/f/z111+e6AKRA1s5l9jY0oMETZsq98myElDwNFsmuq0+OxERkbsU/a5hXXQiIiIiIiJHHvmVpNfrcfDgwWK3HzlyxOVa6a44ffo0Ro8ejbZt26Jbt2549913IUnMpCJHOTlAVpYSKYiJKT3DOy7OPnY8HVCQZXsmetHsQCIiIncICgLq11e+bxhEJyIiIiIicuSRci79+/fHgw8+iEGDBqFhw4YAlID3b7/9VmKGekXIsoxx48YhISEBa9asQUZGBsaMGYOoqCjcf//9lbIP8g9FFxV1lokeEgJER0tITfV8XfTz5wXk5iqB/qLBfCIiIndp0kT5zmMQnYiIiIiIyJFHgugvvvgiatWqheXLl2Pp0qWQZRl169bFiBEj8NBDD1XKPvbs2YNDhw7hm2++QY0aNVCjRg2MGTMG33zzDYPo5KBoEN1ZTXTAewEFWxY6oFxiT0RE5G7x8RL++UdZfNtkArjuOxERERERkcIjQXSdTodHHnkEjzzyiNv2sX//fkRHRyM8PFy9rWXLljh+/Dhyc3MREhLitn1T1WJbVLRGDRk1ajh/bEKCElA4eVJEYSEQEOD+/gH2S+l1OuclZ4iIiCpLkybKSVtJAo4dE5GYyJO4REREREREgIeC6ABw5swZ/PTTT0hNTcW0adMAALt370ZSUlKlPH9WVhZqXBERtW1nZWW5FEQXRQGiWD1XcNRoRIf/+7NTpzQQBKBRIxlarfPX27w5IAhKjfKTJzVo0cIzAe1jx0QIAhAXJ8Ng8P/PxKY6jUPyXRyH5Au8MQ6bNYO6uOjRoxq0bOmxXZOP4vGQfAHHIfkCjkPyBRyH5Auq8zj0SBB9+/btuP/++xEbG4vjx49j2rRpOHXqFO666y589NFHlVIXXRCuPvgdGRlcKc9TlYWFBXq7C2539iyg0QCJiRpERDhf2LZTJ+WxAJCaGoQePTzQQQAnTyr7bdUKiIjw2Lkun1EdxiH5Po5D8gWeHIcREUC9esD580BqqgYRER7bNfk4Hg/JF3Acki/gOCRfwHFIvqA6jkOPROc++ugjPP300xg1apSaeR4TE4O3334bn332WaUE0SMjI3Hx4kWH27KystT7XHFx844yM9GlJk3tG2YzxOPHnD+pTgepUWP7dkEBxNOnnDaRA4MgN2hgvyE7G+K5NOdtQsMg162rbgtZmRAyMpy3iYyEXDMKgHIGKawgG7mn02C1ln75tly7NuQa4fb9nDkDIS/X6X6k+tFAcLC6LZ48ARiNzts0jAUMBnublGTl+nJnbeITAPHymTCrFeLRlGKPKSwENMkGNJCBBFlCVlaRz8ZoVPp2hXZBeqSnCzi10opLiRqlbza5uRDPnnHaLzk4BHL9+uq2cOkihPPnS318fj6Qk1IXVl1tREebkZVlhZCRDuHyeC51P1FRkCPsY11IS4OQk+20jVS3HhAaam9z+hSEggLnbRrEAIH2g6V4/BhgNjtv0zgO0F4+3MgyxOQjJT5OoxEREhKA3NxCmOMS7HdUZK7l50NMPe20SaXMtcwLEC5ccN6myFwDAOH8OQiXLjltI9WpA4TZr64RUlMh5Oc5b1ORuRbbyKHwcWXNNQcaDaS4ePt2YSHEUyedtzEYrn6uXcyCkJ7uvE14OORate1tMtKhzb6kjsOSjofF5trZsxByc5zup0JzLaahQw0p8dhRwGJx3sbFuWbviAApoYl922SCeOK48zaVMtcuQTx3znmbyphr585ByPbAXDtxHDCZnLcp51zTaESEtE9Cds7lcWixKGPAmYrMtYAAZaxdlljfCP2xNKSvk3BpS8nH9kqZa+nnIVzxd1uxNpUw18RTJ5Uvf2dtqspcy8uDeCbVaZMKzbWwGpDr1LF39UIGhMxMAI7fy0WPh5Uy106fhlCQ77xNZcy15CPKJYXO2iQ0sV+G4aG5hpwciGlnnTaRQ0Ih16unbrv0931VmmtHUwCr1XmbxnHQGPQICwtE9qV8yIcOOX18heaaXq+MGxsvzLVS23hrrrny970n5ppWqxxvbbw41648HlZortWqBTncfobapd/SHpxr5fpeE0XlN4GNu+ZaUDDk6Gj7De6aazVrQo6saW/jym/pisy16AZAUJC6Xd65ptGICEs7hdycAqdxG0/MNTkwEHKDGPsN7vpei4iAHFXL3sZdc61efaBIBQuXfktXZK7FxdszNSVJ+U3gTEXm2pW/pSt5rtmOhzkaAyw1i3w2bptrdYGwMHsbN821Gp3bOb0f8FAQ/fDhw5g9ezYAx4zxAQMG4NVXX62UfbRu3RpnzpxBVlYWIi6nTu3evRsJCQkILvIHgTNBE19x/gBBQPa8BfbNC1kIeu1lp02kqFrI/ehTdVtz9BgCJk9w2saa2Bx5r01St3U7diBg5idO25i790LBo4+r2/q//0bAwh+ctjHeciuMw0fYb1i8GPpflkF28sdPwQNjYOl7g7odNOdraHftcLqf/OdegqWNfTCGfPxhmQGX3LfeV4K1l4VOngSh0HnAKft/c+0HsLx8hJXw2VjzBDyZqgT/mv4VCMtDX6n3ialnSvw8x58SkZkpIPhXGTo5BnlT31Xv0x44gID333baL0u7Dsh/5gV1W79hAwLmfFXq483ZAvpevAk/Rj2MRo2ssFgkGP74A4ZlS53up/DOe2C+6RZ1O3D+D9BtWu+0TcG4J2Hu2l3dDv58FjRHnP84yZs4BdYiJ5NC354GIcv5gTJn+kz7gVKWS/xsgMvHB50GequMgjn28StkZJY912rVRu6HM9RtTcpRBLz5utM21mYtkPeq/TG6//5DwKwZpTcAYO7RGwVjx6nbhr//hmHRfKdtrpxrAT//DP3fK522KXjgIZj72k8wBs35GtrdO522yX/+ZViS2qrbIR99UOaXZe7bHyhfMJeFvfE6YHT+h3nRuSbk5pb52cghIciZVWSunU4ts401thHy3nxH3dbu24eAD9910gKwtO+I/KefV7f1GzYgYO7XTtuY+t2IwpH2xacDfvsN+t+XKePQbC3xeFg44l6YB92sbgf+8D10WzY63U/+uKdg6dpN3Q6e+Rk0Kc5/nOS9/iasRQIBoW9Pg3DR+cm0nE9m2QMhVmupc00lapA9t8hcS79Q9lyrUxe5709XtzXJKQiYOslJC8DSohXyX7Z/9+m2/4eAzz910gIw9+qDgocfU7cNq1fD8OMCJy0A45DbYBx2h7od8PNi6P9Z7bRNweiHYb72OnU76OvZ0O7d7bRN3guvwtraXo4u5KMPIZ4tY669+5Hyx/llYZMmAqbS/zAXBAH4ZQmsVgkWiwQhx5W5FoqcWbPVbfHU6bLnWuM45E1+S93uFLQHQ868C/EsYHjVipIu0LN07Iz8J59Vt/XrNyBgXhlzrf9AFN47St0O+P136H/71WmbwrtGwjzwJnU78IfvoNuyyWmb/MefhqVLV3U7eOZn0Bx1/uMk742psBY5cRv61lQIly46bZPz6Rf2pAKLpey5ptEie8736qaYnlGxuTbtDadtLC1bIf+lInNt23YEfPGZ0zbm3teg4KFH1W3D6tUwLF4IoMj38hXHQ+Otw2C8bbi6HfjTj9Ct+dvpfgoefATma/qq20HfzIZ27x6nbYrNtQ8/gJjm/IRq7nsfK0Gny8ImTQTMzgPv2V9/pyxEA0DIzil7roWGIWfm/9RtzcmTCJhQ1lyLR97kaeq2ds9eBEx/32kbc6cuKHjiGXVbv249Ar6b47SNacAgFN5zn7odsHw59H8sd9qm8O77YL5xkLod+P230G3d7LRN/vhnYOncRd0O/uxTaI45P6lebK5Ne7PMH845n30JRCq/7axGU5mfDXR6ZH/9rbopnk8ve67VrY/c9z5StzWHjyDg7SlO21hatUb+i6/Zd7tlKwL+N8tpG3Ofa1EwZqy6bVi5Eoaff3TaxnjbcBhvHaZuBy5eBN2//zhtU/DQozD3vkbdDvr6f9Du2+u0Td5LE2Bt2UrdDvnw/TITS3Lfn64ENi4Lm/gaYHV+AjL7m+/VQK1wKbvsuVYjHDmffqFuuzTX4hKQ98ZUdVu7ew8CPvnAaRtz564oGP+0uq1fuw4B3891eMyVx0PTwJtReNe96v0By5ZB/+dvTvdTeO/9MPe/Ud0O+v5baLdtcdom/8lnYenYWd0O/mwGNGUERHMnv+UQEA2dOqXME2M5M/8HOfRykMpkKvt7TW9A9lfz1E3x3Pmy51q9aOS++6G67dpcS0L+i/aYkW7zFgTM/txpG9M1fVH4oH09PsNff8GwZLHTNsZhd8A45DZ1O3DxIujWrnHapuDhx2Du1UfdDvrqf9DuL2OuvTwR1hb2enmuzLWc9z9xOCmA55+HvtDkNG6TPecHNVArZF0se66FRyBnhv191Rw/gYDXncfHrPFNkDfpTXVbu2s3AmZ86KQFYO7cDQXjn1K39f+uRcAP85y0QPG59uuv0K/43WmbwpH3w9yvyFz7di60/21z2ib/qedg6dBJ3Q7+9BNoyghW50552yHhIXTqZAi5zoP1ObNmQw65fGKssLDsuWYIQPZs+/FIPJtW9lyrH43cd+yfhfbQIQS8M9VJC8CS1Bb5z9ufV7dpMwK++qLEx9qOh5re16Jw1Bh7V//8E4Zffna6H+Ptd8I4eKi6HbhoIXTr/3XapuCRcTD37K1uB//vC2gO7nfaJu+V12Ft3kLdDnn/XYjppSezAgD+dD6uAA8F0SVJgslkgr7ImWoASE9Ph07nvJyGq5o3b46kpCRMmTIFEydOxNmzZ/HFF1/g0UcfLbsxVRtFEz+DggDnP6kUIcEyMjMF5OcLkJyfVKwU+UVOqMXFcVE3IiLynAYNZMgAJFn5ziySwEFERERUNhkwW5SLuqwWARYLYLEC2UYBK77XIidHQE6OgPDjegzYLyLAADRqLKkXuhIR+SpBdnb6qpKMHz8eYWFheOWVV9C1a1fs2rULR48exaRJk1CjRg1Mnz697CdxQVpaGiZMmIDNmzcjODgYd911F8aNG1d2w8syN/5X5mOKZgXCbC7zzJSs1RYr56Ip87L3QIfMUCEn24XL3kMdMgGErEyIZVz2LkVEQq6pZAdrtSIiTLm4dOIMrNbSh4RUq5ZDORfx7BkIec4ve7fWq1+sxIRQxqW41piGDuVcNEeTlV/0ztrExTuUmCjpDP3ixVosW6ZFQICMz2aZHC+LMRqhKeGSpb17Bbz/vtKXVycDja4pcslSbi40ZV2yFBzskH0oXLoI0cll7199pcPyDVEIaBiFuXOVjGAhIwNiGRmoUs2aDpfiiufSIOSUdSluXftZUADi6VMQyrg80BrdoFg5F6GMy96tjRo7XB6oKeWSJY1GQI0aQbh0KR+mxo7lXMo91/LzoSnzUtxKmGuZFyCWcclS0bkGAML58xDLuhS3dm3IRS4PFM+kQsh3fslSheZaw1iHS3Era64VJYtiscveNWWVtdLri5VzKfdcu5gFsYzLA6Ua4ZBrFbkE7f/s3Xd4FFUXBvB3ZlsSEnoLXVooSWgi0ouIAiLSUVHpIkWR3kFpgigWREG6flKk2hBEkCoCIr0EQicJNYGQsmVmvj+uu0tMsunJZvP+nsdHtszs7ObemTtnzpx79y4M0VGOdpjU/jBRX4sITzHjIF19rUzZRCUmpBRuD0xtX3OQRBaJg8UCXRJlrR6XKX3t4QPILspaAZnU127dgpzS7YGZ0deuXoGUwu2Bae1rOp2EAvVrIzIqFjabKOeiS6GsVbr6msmU4Lb3u5cfYdzr4ngzYIAFjRolUdIoM/ranTuQU8j2zpS+dv0apBRuxc01fS0mBrqUylqlo6+pfvn/c9v7PciR9nIuUpL7w0zpazdvpFjWKlP6WugFIIWzHaVS5QS3vWdHX5MeRUOOSKGEnK9vgqz6VI3vc1NfuxQKKYUSckqFJ6D3MqJQoXyIvP8I2vkQl+9PV18zGBKVmMjuvpbsMjnV11Izvs+OvqbTJSoxkVN97b/7w3T1taJFE5SYSM25dHb2tTQd12QpwZ0l9r6macD8+QacPKlLtIhVMiLM5DyueSkxKGEVsZE6dRQMHWpNFEjXfHxEuaF/ZVlfK1w4QYmJVJ1Lp6evlSqdqMREWvqaXi+j0J2beBAV4zJuky19zcsrQfWALDuuFSwErehjZa2yqK8pJf0TlXNJ8Vw6PX3tiYoJyrnoUiqNmkxfcyXRuXRqjmtp6Gv2/WEUDLAWfrycSxb1tRIlnHfKIOv6WuGGdV2+DmRTED08PByDBg3ChQsXoKoqvL29ER8fjypVquCrr75CqcfqauakO3dc/+E8mV4vi8FpZIw4WfdQ06aZsH+/DgEBKhYscB3AsnvwAOjaVXS+d96x4IUXXHe8jBo82AsXLsho0kTB1KmuB0ieJq+0Q3JvbIfkDnKqHWoa0LWrNx4+lNC5sxVvveU6YEmejftDcgdsh+QO2A5T559/ZIwZ45Xs6yaTBj8/wNdXg6+vhthYCZcuicj5Cy/Y8PbbliRLyZHAdkjuwFPbYbFifim+J1vKufj7+2Pz5s3Yu3cvrly5AkmS8MQTT6Bx48YJaqQTZbVr10R7K1cu9R29QAGgeHENt29LuHAha+8xUxTgyhXxGSzlQkRE2U2SgMqVVRw9qsPFi7yvmoiIiFJv40ZRrjd/fg1jx5oTBMx9fR3TTzhYLMD48SacOKHDTz/pUbSohldf5QV8InJP2XZ2JEkSmjVrhtdffx3Vq1dHkyZNGECnbGW1AmFhosmnJYgOAFWqiPdndRD9+nXJMWFw5coMohMRUfazH38uXpSRwh2pRERERACAsDAJf/0lylS0a2fDU0+pqF5dRdmyGgoVShxAB0SVkvfeM6NCBTHgWLHCgF9/TVwKhojIHeRIilG/fv1y4mMpj7t5U4K9xGn58mmrYmQPol++LCOFUpwZEhrq7JLMRCciopxgD6LHxkqIiGDCAxEREaVsyxY9NE1MndShQ+pLoPr6ArNmmVG0qDhHnz/fhIMHGUgnIveTI0H0bCjDTpTI9evO5p72THQRfbfZgKtXsy6gYA+i+/lpKF6c/YSIiLKf/cIxABw/zpNYIiIici02Fvj1V1EtuGlTW5rPZYsV0zB7djx8fTWoKjBjhhHnzrGsHBG5F+6VKM+4dk00d4MB8PdPXyY6AFy4kHUBBXsQ/YknVE6oQkREOaJUKQ2lS4vj3urV+iy9A4uIiIhyv99+0yM2VpzAduqU+iz0x1WooOH9980wGACzWcLEiSbcuMGTYiJyHzkSRH/rrbdy4mMpj7NPKlqmjAo5jS2/UCE4bi/LqrromuYMorMeOhER5RRZBt54Q0TOw8Nl/PJLtsxDT0RERLmQqgKbNomxQtWqKmrUSP+5bFCQivHjzZAk4OFDCePHeyEyMrO2lIgoY7ItiP7w4UPHv9944w38/vvvuHDhQnZ9PBGuXhXNvXz59B3U7YHtrAqi37sn4cEDEeivVIlBdCIiyjnNmyuO49633xoQG5vDG0RERESZSlGA/ft1eCxUky6HD+tw86Y4R+7UyZrhO6qbNlUwdKgFABARIWHCBC+OQ4jILWRLEH3Hjh1o2bIlAMBisaBHjx4YM2YMunTpgl9//TU7NoHyOFV11kQvWzZ9tcbtJV1CQ2XHBKWZ6fFJRRlEJyKinCTLQP/+4gQ2KkrChg2GHN4iIiIiykxffWXAtGkmvPuuF8zm9K/HnoVesKCGZs0y50T5xRdtePllcVfcxYsy3n/fxPJyRJTjsiWIvnDhQkydOhUAsG3bNjx69Ah79+7F4sWLsXjx4uzYBMrjbt+WYBGxgDRPKmpnD6JbrVkzueilS2Kdej1QrhwnFSUiopxVr56KOnXEyfD33+sRFZWz20NERESZIyxMwo8/igvk167JWLUqfRfLr16V8PffYs6wDh1sMBozbRPRp48Vzz4r6qv//bcOH31khMbTZCLKQdkSRL9y5QpeeOEFAMAff/yBtm3bwsfHBw0aNMC1a9eyYxMoj7tyxdnU01vOJeHkopnfdeyZ6OXLqzAw4Y+IiNxAv34i7SsuTsJ33/HgRERE5AlWrTIkuLt6/XoDzp1L+znuli1ibKDXAx06ZG6quCQBI0ZYUL++2NDff9dj2TKORYgo52RLEN1oNMJms0FVVfz1119o0qQJAMBsNkPKaMEsolSwTyoqy0Dp0um7fF2kiIaCBbNuctGLF8U6K1ZkKRciInIPAQEqmjcXWWA//mhARATHbURERLnZpUsSdu4UJViaNFHg7a1BVYF584yOu7dTIzoa2L5dZKE3b25DoUKZv616PTBpkhlVq4pz5DVrDDh9Otum9iMiSiBb9j5169bF1KlTMWXKFKiqivr16wMA1qxZg6pVq2bHJlAed+2aaOr+/mq6bzGTJDgO3hcu6DJr0wAAcXFAWJjYRtZDJyIid9K7txU6HWCzAStWMAOMiIgoN1u+XJRFMRqBoUMtGDRIZJBfvSrjm29Sf5zfulUPs1lcXO/c2ZYl2woAPj7A9Onx8PUVCW2ff26EylNmIsoB2RJEnzhxIu7cuYNTp07hk08+gcFgwP3797FgwQKMGDEiOzaB8jh7ED29k4raVa5sn1xUytQD9/HjOkd9N3ugnoiIyB2UKaOhbVtxcrxzp94xhwcRERHlLqdPyzh4UCSEdepkRZEi4hhft64ombJunQHnz6ccJlIU4IcfRMC9Zk0ly89hCxcWF/UBUQb1xx/1Wfp5RERJyZYgeunSpbFkyRJs3rwZTz31FACgcOHC2Lt3L+rVq5cdm0B5mKY5y7lUqJCxg7t9cGA2S451ZoZ9+8RAJn9+DTVqMIhORETupVcvK0wmDZoGLFuWibOGEbmxiAgJS5eyjBEReQZxDBeB73z5NPToIYLS9trj9rIuH36YclmXAwd0uHVL7Bs7dcq6LPTHdehgc9y1vWKFAZGR2fKxREQOWXb5bv369ejatSsAYO3atcm+T5IkdO/ePas2gwj370uIiREH+HLlMhagtmeiA6KGeYUKiot3p47NJgYhANCwoQJd5laKISIiyrAiRTR07mzD6tUG/PWXDidPyggK4kVf8mwff2zEP//ocPCgDosWxUNmGV4iysWOHJFx4oQ42eze3Qo/P+drJUpoGDjQik8/NeLqVRn/+58BffokP1Ho5s0ilFS0qIbGjTN+TpwasgwMG2bB8OFeePRIwtKlRowalYYi7kREGZRlQfT333/fEUSfOnVqsu9jEJ2y2tWrzuyhcuUyVs6leHEN+fNrePhQwoULMlq3zviA4cQJGdHRYhubNMmeAQgREVFade9uxU8/6REdLWHJEiM++SQenB+ePFVkpCi3BwBXrsj44w8dWrXiOI2IcidVdd5JVrCglmT2ePv2NuzercOxYzqsWWNAkyYKqlRJfME8NFRyBOM7drRCn42VVWrWVPHcczZs26bHtm16tG1rQ82avKhPRNkjy/IpTpw44fj3uXPnsGfPHnz77bf4/vvvcfjwYZw7dw7nzp3D2bNns2oTiAAA1687m3nZshk7wEoSUK2aWMdffznrmGfEvn1i1OHtrTlq0REREbkbX1/g5ZdFVtqZMzL+/JO3TpHn2r9fn2D+mxUrDLBlT8UCIqJMt3evDhcvivPiXr2s8PZO/B5JAkaOtMDLy1nWxZpEMvqmTaIkjNEItGuX/TvG/v0tCSYZVXgKTUTZJMtvSgwLC0OfPn3QvHlzvPbaa+jevTsaNWqEUaNGISoqKqs/nghXr4pmXqyYBh+fjK+veXMxULh5U07VpCuuqCqwf78IQjz9tAIjy8wSEZEb69jRhmLFxInrsmWGTJ1km8id7NkjxmcGEStCeLiMX3/lRHZElPsoirgQCAAlS2ouA98lS2oYMEBEzi9flvHdd4YEr0dFiUnGAaB1axvy58+abXalYEE4Ss2Ehsr46Sfum4koe2RpED06Ohq9evVCbGwsPv30U/z888/YtGkTpk6dinPnzuHll19GbGxsVm4CkWMC0IzWQ7dr0sQZ7P7tt4wdsM+elXH/Pku5EBFR7mA0Aq+/LuqPXr0qY/t2ZqOT53nwwFnKpVs3KypWFGPIb781wGzOyS0jIkq77dv1uHFDhH7eeMPiuDiYnBdesCE4WJybrl5tQGios3bbzz8bHNnpHTsmXzM9q73wgnOS0eXLOckoEWWPLA2ir1y5EqVKlcJ3332HNm3aoGLFiqhWrRq6du2KDRs2IH/+/Fi6dGlWbgKRIxO9fPnMCaL7+ABNm4qr97t26ZK8xS219u1zZjnVr88gOhERub82bRTHMXXVKiMsqZzTS9OA8HCJQUhyewcOOEu5NG9uc2Q83rsn4YcfmPFIRLmHxQKsWiWi5uXLq6ma20GWgVGjLDCZNCgK8OGHJthsgNUKxz6wdm0FFStmQm3TdJJl4O23xQAkJkbM1UJElNWyNIi+a9cuDBs2DDpd4iwlk8mEUaNGYdu2bVm5CZTHRUcDUVHiynnZspl3kH/mGdu/65dw+HD6svA0zVkPvX59Jcm6dERERO5GloG+fUVQ8c4dCVu2JB9UfPAA2LlTh7lzjejRwxuvv+6Nt9/2Qlxcdm0tUdrZS7mUKaPiiSc0NGigoEYNEVVfs8aAmJic3DoiotT78Uc97t4V58N9+1ohpzIC5O/vLOsSGipj9WoD9u7VOe6i7tw55yeJqFFDxfPPi+3Yvl2PU6eyvFoxEeVxWbqXuXr1KurUqZPs67Vq1cLNmzezchMoj7t2zdnEMysTHQDq1lVRuLAIyqe3pEtoqISICDEIsWe2ExER5QYNGzqDiqtXG/DokXheUYBTp2QsX27AkCFe6NbNB7Nnm/Dbb3pERopj3qVLMr76ihlj5J6io4F//hFB9KZNFUiSmGyvb1+R8fjwoYQNG1KohUBE5AZiY+GoaV69uoqGDdN253OHDs6yLv/7nwErV4p1+furaNDAPe6i7tfPOcnoggWcZJSIslaWBtGtViuMLmZKNBqNUDkjFWUheykXIPNqogOATge0aiUC3wcP6hAdnfZ17N2rd6zLXQYhREREqSFJQP/+IqgYHS1h3jwT3nvPhC5dvPHuu1747jsDQkJkaP/eBFa4sIY2bWyoU0cc7375Re/I9iVyJwcO6BxBGPtk8gBQq5aKunXFC+vX6/HgQU5sHRFR6q1fb8DDh/YsdAskKYUF/kOWgREjLDAaxUXysDBxbt2xoy3VGe1ZrWBB591xnGSUiLKam+z6iLKGfVLRAgU0FCiQuet+9llxYmWzAX/8kfaD9f79InhQp44CP79M3TQiIqIsFxTkzETbv1+Hfft0iIkRx129Xhzf+ve3YNGiOKxZE4fRoy2YPNmMokVFZH3+fCNu307jGT1RFrMnOfj7q4nq/doDNXFxEtauZTY6EbmvBw/EBT8AqFtXQe3a6UsoK11aQ79+zslPvL01PPece91F3b69DZUrc5JRIsp6WXqZzmq1YuTIkS7fY7O51w6YPIu9nEtmlnKxq1hRQ6VKKkJDZezYoUeHDqlvy9euSY4s+caNmYVORES5U79+Fhw/7oX4eAmlS6t48kkFTz6polatpOf68PMDxo83Y9QoLzx6JGHOHCM+/NDsNhltlLc9egT8/bdIcmjeXEmUtRkQoKJxYwX79+uwebMBnTrZUKxYzk2sR0SUnNWrDYiLc9ZCz4iXXrJh/34dTpzQoWNHG3x9M2MLM499ktG33/ZCTIyEr782YswY17Oeaxpw9aqEo0d1iIiQ0LWrDcWLc39ORK5laRC9Xr16uH37tsv31K1bNys3gfI4exA9MycVfdwzz9gQGmrEmTMybt6UULp06j5n3z5xgiZJQOPGvJBERES50xNPaFi5Mg5Wq4QSJVJ3DAwOVtGzpxWrVxtw4oQOq1cb8OqrGTvBJ8oMBw/qYM/vado06SSH3r0tOHDAG1arqDX8zjuuAzVERNnt9m0JP/wg7pZp0kRBQEDGEspkGZg924yQENkxH4q7qV5dRdu2Nmzdqsdvv+nRtq0NQUEJtzUyEjh6VIe//9bh6FEd7t1zXik9cUKHzz+Ph4E3GRGRC1kaRP/mm2+ycvVELsXFAbduiQNjVmSiA0CrVgqWLAFUFdixQ4833khdEGDfPtH1goIUFCqUJZtGRESULQoXBoC0Xax+/XUrjh3T4exZGatWGVC7toKaNd3zxJzyjt27xfisZEkNVaok3R4rVNDQqpUNv/+ux9atenTrZkWpUsxeJCL38e23BlitIvjdu3fmXOgzGoHAQPc+TvfrZ8G+fTpER0tYsMCI+fPjceaM7AicX7qU/G1voaEyVq40oH9/XtQnouTx5lnyWDduZM2koo8rUkRzTDK1Y4feMYGaK7duSbhwgaVciIgo79LrRVkXb28Nqgp88IEJjx7l9FZRXhYT4yzl0qyZzeUEfG+8YYVOJybaW7WKaYtE5B4sFmDLFj22bRMXBJ991oby5fPORb4CBYA+fUQQ/NIlGZ06+WD8eC98/70hQQC9SBENzz5rw7hxZqxdG+uY9HzdOgNOnGCIjIiSxz0EeawrV5xnP+XKZd3gwT7BaESEhFOnUu5S9lIuAIPoRESUd/n7axg+XGTIRURI+OwzY6ouRhNlhb/+0sH6bwJicqVc7Pz9NbRrJ8Z/O3fqcfkyJ8glopxjNgObN+vx+uveWLDACFUFDAbgtdfyXlZ1+/Y2x51E6r95dF5eGp56SsFbb1nw9ddxWL06DmPGWPDMMwoKFwZGj7bAz0+DpgFz5vCiPhElj0F08lj2bO/8+TUULZp1Z+WNGinw9hbr37Ej5QpJ9iB61apqquvHEhEReaJWrRS0bi2Ckbt26bFjhy6FJYiyxp49YgxXrJiWqvrBr75qhdEoJqdbscKY1ZtHRJRIfDywYYMer73mjS++MDpqfFeurOKDD+Lz5LmmLAOTJpnxzDM2vPyyFR99FI+NG+Mwc6YZnTvbUKGCluhOo2LFNMf8Frdvi1IwRERJYRCdPNbFi6J5V6miurwlN6O8vJwZS7t362BxUXbu/n3g9GkRIGjalBOKEhERDRtmgb+/CFp+/rkRN28yq5eyV2wscOiQc3yWmnFjkSIaXnpJZHkeOKDDuXM8rSKi7BEXB3z/vQief/WVEZGRYqdVtaqK6dPNWLgwHsHB7l2/PCuVKqVh3DgL+va1IjhYTdVkoc2bOy/q//67Hrt28aI+ESXG0R55JFVNGETPavaSLjExEv78M/kD7v79zrrpTZqwlAsREZGPDzBhggU6HRAXJ2HWLJOjrAZRdjh0yFnKpVmz1I/PevSwwsdHDOyWLWNtdCLKWrGxwNq1Ini+eLERUVEieF6tmoqZM+OxYEE8nn5aydIEMk82ZIjFkb3/2WdG3LnDH5KIEmIQnTxSWJiEuDjn7WxZLThYRbFiKZd0sZdyKV9eRZkyee/2OiIioqRUq6aid29xK1dIiIyVKxmQpOyzd68YnxUtqqF69dSPG/PnB7p1E4kU//yjwz//8NSKiDKfpjnLtixZYsSDB+I8t0YNFbNnx+Ozz+Lx1FNZe/d1XuDrC4wda4YkAY8eSZg71+ioq05EBDCITh7KXg8dyJ5MdFkGnnlGnEQdPqxDZGTi90RHA8ePi5M0ZqETEREl1L27DbVri+PjunUGHD3KYSplvfh4MakoADRpYoOcxmbXubMV+fPbs9E5OS4RZS5NA5YsMeCrr4x4+FBEyYOCFMyZE49PPonHk08yeJ6ZgoJU9Oghbk06dkyHTZtSnvOMiPIOnp2QR7KXcsmXT4O/f/aczdhrqCkK8McfiQ+2Bw/qoPwbO2c9dCIiooRkGRgzxoL8+TVoGjBnjgkPHuT0VlFuoGnAP//ICA1NeyTp8GEdzGaxXFpKudj5+ACvvCICLufOyTh4kHV0iSjzfPutAevWibuzKlRQMW9ePD7+2Iy6dRk8zyqvv25FpUoiEW/JEiMuXeIPTUQCg+jkkUJCRNOuXDn7Bhfly2uoWlUcbJMq6bJnj3jO319FxYpMUyIiIvqvYsU0jBwpyrrcvy/hyy+NObxF5O40DVi82IAxY7wweLC3ozRLau3ZI95fuLCGmjXTd/dihw42FCkixnZbtjBrkYgyx7p1eqxaJQLo5cqp+PDDeNSqxfoiWc1gAMaPN8NgAGw24IMPTLBYcnqriMgdMIhOHkfTsndS0cfZs9FDQmRcueKM3sfGAn//7SzlwqwBIiKipDVqpOC558TxdPduPaKjc3iDyG2pKvD550asX29wPJ41y5TqUkBm8+OlXJQ0l3KxMxqBdu1Emz16VIeICA70iChjfvhBj6+/FheS/f1VzJ1rRsGCObtNeUn58hoGDhSR88uXZSxfzrlaiIhBdPJAt25JePRInLxkdxC9RQsbdP8mQP3+uzMT6fBhHaziTl/WQyciIkpBp07ioGmzJV0ijUhVgY8/NuLHH0X7qFBBhbe3BpsNmDrVhLNnUz7N+ftvnWMi+mbNMlZq77nnbJAkkcyxbRvbLBGl37ZtOnz+uQigFyum4cMPzY67XSj7vPiiDU8+Kc7dN2wwcPJoImIQnTzP45OKVq6cvUH0QoWA+vXFgXbHDr1jNu99+0RkvUgRDdWq8RY8IiIiVypV0hz1SBmQpP8St9cbHW2jenUV8+fH4733zNDrgfh4CRMnmhLcFZgUeymXggU1BAVlbHxWooTmCLb8+qtzDEhElBa7dunw8ccmAEChQho+/DAeJUowgJ4TZBkYOdICPz8xV8vcuSbeHUeUxzGITh7HHkT38tJQpkz2DzjsJV3u3pVw/LgMi8V5q3Djxum/VZiIiCgvefZZcTw9f17G1assj0GC1QrMmGHCrl0igB4crOCDD+Lh6wvUqaNi0iQzZBmIjpYwbpxXsqVVLBbgwIGMl3J5XNu2zjHgkSMc8BFR2vz5pw5z5pigqkD+/Brmzo1H6dIMoOekokU1vPuuKOty967kuEOAiPImju7I49jroVeurOZIwLphQwX58onBzo4dehw96rxVuEmTjN0qTERElFe0auUskfbbb8xGJ1HDfNo0E/bvFw2jbl0FM2ea4ePjfE/jxgpGjDADAO7dkzBmjAn37yde1+Pjs6ZNM2d89vTTCgoUEGPArVtZP5eIUu/IERnvv2+CogD58mmYMyceFSowgO4OmjZV0KaNOE7s2qXHjh1pm8CaiDwHg+jkUTRNTOoJZH8pFzujEWjeXNzOu3evznGQzZ9fQ3Aw7+0lIiJKjeRKpFHeFBcHTJpkwqFDYlz19NMKpk83w8sr8Xufe07BoEEiczA8XMb48V549Cjhe+ylXPLn11CrVuY0LoMBjkDLn3/qEBmZKaslIg934oSMqVO9YLMB3t4aZs0yo3JlBtDdyeDBFpQsKf4mn31mxI0bvEOOKC9iEJ08yt27Eh48yJlJRR9nL+kSFydh926RPdewoeLIqCMiIqKUPfecOJ7eu8fyGHlZTAwwfrwJx445y69MmWKG0cVd9V262PDKK2KC2kuXZEyc6IW4OPGa1SqC3IDIXM/M8dnzz4s2qyjA9u28g4KIXDt7VsakSSZYLOJC3IwZZtSowavG7iZfPmDCBDN0OnGOP2uWCVZrTm8VEWU3no2QR7GXcgFyLhMdAAIDVceVarsmTZQc2hoiIqLcqUEDBfnzi+MpS7rkTdHRwJgxXjh9WkS6n3nGhkmTzDCkolpK795WdOgggtpnzsiYPl0EPf75R8ajRyLpolmzzC21V66chsBAMebbulUPjcmkRJSM0FAJEyaYEBcnQa8Hpk2L553Lbqx6dRV9+oi7nC5ckLF0Kct2EeU1DKKTR7FPKmowAOXL59xZiyQ5s9EBcVte3boMohMREaWFwSBqowPA/v36RCU5yLNFRQGjR3s5SvW1bWvDmDGWVGeOSxIwdKjF0YYOH9Zh7lwj/vhDXJDx89NQu3bmB6zsE4zevCnj1CmeblFi9+5J+OQTIw4dYvvIq65elTB2rBcePZIgy8CkSWY89RQD6O6uWzcb6tUT5/UbNhjw11+81ZwoL+FRmzyKPYhesaKa46VTHg+iP/204vKWYyIiIkpamzbiZNVqhSP4SZ7v0iUJw4d7ITRUjO1efNGG4cMtaZ40XpaB0aMteOop0Y7++EPvuKuhUSMF+ixoUk2bKvDxEckcv/zCNkuJzZ9vxM8/6zFtmhcuXWJt5bwmLEwE0B88kCBJwNixZjRuzISr3ECWgTFjzChYUOzj58414u5d9mGivIJBdPIo9nIuVavm/FX80qU1dOhgQ+HCGrp3Z8E0IiKi9KhcWcUTT4jjOmtMez5NA7Zs0WPoUG/cvCnGdd27WzF0aNoD6HZ6PTB5stlRZsWuadOsCVp5ewOtWol179mT/jsoYmOBTz4xYulSA+LjM3EDKUedOCE7sletVmDWLBPM5hzeKMo2t29LGDPGC/fuicDru+9aHPsLyh0KFxYXPgDg4UMJc+YYOfk5UR7BIDp5jMhIOK4C52Q99Me9/bYFa9fGcXZ1IiKidJIkoE0bcXfX2bMyrl9nxpenio4Gpk0zYcECI6xWUc7n7bct6N/fCimDf3YvL2D6dDMqVRJjRD+/rC21Zy/pYrEAu3al7+LP55+LbOU1awwYPtwLERFs+7mdpgGLF4vbU+13zV69Kjueo4y5fVvC1q167N6tg+KGcenISGDMGBNu3RJ9efBgi2NfQbnLk0+qjkS5Y8d0WLOGF/mJ8gIG0clj2Eu5AECVKu4RRCciIqKMe+YZmyMLmdnonunECRkDB3rjwAERWSxfXsUXX8ShQwdbhgPodr6+wJw58Xj5ZSumTUvd5KTpVaWK6gjY//xz2tvs7t067NjhXC40VMbgwV44coSnb7nZnj06nD8v/oYDBljw9NMi0vvDD3ocPJi9tSgPHNDh1191sFiy9WMzlaqKi6vLlhkwaJAXXn3VGx9/bMSMGSYMHeqV4Pwwp0VHA2PHejnusOnb14JOnRhAz8369LEiIEDs51euNOL0afdpb0SUNdjLyWPYS7no9eLEi4iIiDxDoUJw1LTesUPP26Y9iKIAq1YZMHq0l+OOwvbtbViwIB5PPJH5d/IVKAD07WtFcHDWNiJJcmajh4bKaQrm3bkj4dNPRWZy8eIaXn/dClkGoqMlTJzohTVr9NB4k2OuY7MBy5aJKzclS4qyjyNGOGsrz5tnxP372bMtmzfrMXWqCR99ZEKfPt7YuVOXa/arsbHA3r06fPihET16eOPtt72werXBMX+C3cWLMoYO9cLixTlfDikmBhg3zguXL4ttfPllK15+mQH03E6vByZONMPHR4OqitJM0dE5vVVElJUYRCePceGCM3OJk3gSERF5FntJl7t3JRw9yiGsJ7h9W8Lo0SZ8840Bqgrky6dh8mQzhg+3wMsrp7cu41q1sjmy3bduTV02uqqKYGp0tHPCwddes2LWrHj4+YlAzdKlRrz/vgmxsVm48ZTpfv5Zj7Awse/q08cCo1FcIBwzRtRWfvBAwrx5piwPZu/cqcMXXzhPlm7fljB7tgnDhnnhxAn33LdGR4vA/9ixJnTp4oP33zdh+3Y9oqLEhTe9HqhbV8GQIRasWBGHwYMt8PIS/eX77w0YMMAbf/+dM98tLg6YNMmEkBDx+S+9ZEWfPpwvy1P4+2sYPlzcznH7toSPPzbxIieRB3PPoyRROtgz0VnKhYiIyPM0aKDAz0+cmf72G0u65HYHDugwaJAXTp4USRA1aqhYtCgezZq5YSHjdPLzA5o1Exd/fv9dl6ps2M2b9Th6VPwm3bo5M+br1VOxcGG8o0TMvn06DBvmxTkCconYWOCbb8QVlSpVVLRo4Wzn9eur6NxZBFUPH9Zh06as278dPixj7lwTAKBgQQ3vvGNBqVKiTYWEyBg50gtTp5pw44b7tKu4OGDYMC988YURR4/qYPs3gbtgQQ3PPWfDlClmbNgQizlzzHjpJRtKl9bQqZMNS5bEO+5gioiQMG6cFz74wIgHD7Jv2y0WMc/DqVOiT7dta8PgwRmf44HcS8uWCp5/XjTMfft06SrhRUS5A4Po5BGio+GYbKlqVQbRiYiIPI3RKE5UAWDvXj0ePcrhDaJ0sVjEhJlTp5oc2dYvv2zFxx/Ho0QJz0vfa9dOBFZiYyXs3eu65vXlyxKWLBEZwpUqqXjjjYTZqiVLavj003g884xY57VrMoYM8XLUkSf3tW6dAQ8eiHOV/v0tjjke7Pr1szoukCxZYkRoaOZHWc+elfH++yYoCuDjo2H27Hi88IIINg8ebHFcpDxwQIf+/b2xYIEhWwPOyVm92uCoI16xooqXX7bis8/isXZtHEaNsqBpUwU+PomXK1FCw4wZZkyY4CyZ8/vvevTt640dO3QpZgsrCnDlioQdO3T48ksDxo0zYs4cYPduOVW/i80GzJhhclwUa9nShuHDLQyge6jBgy0oW1b04YULjbh8mX9oIk8kaRpvNrG7cyfvFrDS62UUKpQPkZExsNlyXxD66FEZY8eK+34/+ywe1avnvu9Aub8dkmdgOyR3wHaYtPPnRY1bABg+3IL27VlTNitlRTucPNnkmECxcGEN48aZUaeO57ZxTQN69/ZCWJiMoCAFH39sTvJ9Fgvw9tteCA2VYTAACxfGoUKFpE/TNA3YskWPr74yQvk3ofmVV6x44w1rouCsJ8jt+8N79yS88YYXzGYJTz6pYPbspNvAlSsSBg/2htVqn1g3HiZT5mzD1asSRozwwsOHEgwGYPbseNSqlfC3jI4WAetNmwyObO98+TS8/LIVnTrZcqRc5o0bEgYM8IbNBjz5pIJZs8zpCkJHRwOLFhmxbZszQ/jJJxW8844FJUtqsFqBa9ckXLgg48IFHS5elHHxopxg0lVJAnQ6HRRFgaaJgH7t2gpq11YRFKTA19f5XlUFZs824o8/xOc1bKhgyhQz9ExQ9miXLkkYOtTZhxcsiM/00mS5fX9InsFT22GxYn4pvscDh1mUF9kna5JlMaAhIiIiz1O1quqYPHz7dkYjcpuQENkRQK9fX8GiRXEeHUAHEk4wevKkLtnyKytXOidGHDDAkmwA3b7Ol16y4cMP4x0Ztt99Z8CkSZzUzh19840BZrO466J/f0uy76tQQcNbb4nXr16VsWhR5kStb9+WMH68CKDLMjBhgjlRAB0Q5YcGDrRi2bI4tGgh2mxMjLg7ol8/7xTvpMhsmiYyem02UfN8yJD0Z3H7+QGjRlnw4YfxjvI1R47o0L+/FwYP9sKLL/pg0CBvfPSRCT/8oMeZMwkD6PnzawgMVJE/v/O5S5dkbNxowJQpok77kCFe+PprAw4dkjF/vjOAXq+egkmTGEDPCypW1DBokLMPf/SREadPy5y/gsiDcFdOHsFeD71cOTXTMjaIiIjIvUiSmGD066+NOHNGxo0bEsqU4U2VuYW91rPJpGH8eDP8Uk748Qht2tiwfLkRqgr8+qseAwYkLNNy/LiM778X9bLr1lXQsWPq7rAIChJ10qdPN+HsWRmHD+swaZIXPvkkniUj3MT165JjUtlWrWyoVMn1/uqFF2w4dEiHgwd1+PFHPerXV9CwYfrnCXj4EBg/3oQ7d0SDeOcdC5o0cb0+f38NEyda0KmTDYsWiX1tRISE9983/VvTO3sm/j1wQIfDh0XgvmtXa6bs62vXVrF4cTy+/daA778XFzcuXEjYWQoX1lCliur4r3JlFcWKaTAYZBQoYMDff5vx998Sjh3T4cQJGbGxElRVXCQMCZGxbp3Bsa6gIAXTpplzJIufckaHDjYcParD/v06/PGH3nExxd9fRaVKGipWVFGxoopKlVSUKKFxX02UyzCITh7BnoleubJnZzMRERHldc88o2DpUnG7/PbtevTta015IcpxkZFwBBOefVbJMwF0AChcGHj6aQUHDuiwfbsevXtbYfg3zvboETBnjgmaBvj5aRg9OnG9bFeKFdMwb148PvtMlKo4c0bGiRNykpnGlP2WLhUXT/R6oE+flPdVkgSMGmXGwIHeuH9fwrx5RixeHI8iRdIeQI6LAyZO9MK1a6JB9e1rcdToT40aNVR88kk89u7V4auvjLhzR1wQOHtWxsSJZpd3S2RUfDzw5Zci8lysmIZXXsm8/bzJJGrQt2xpw5o1IpBetaoIlleurLr8rWUZqFxZQ4UKCrp0sUFRRDLXsWMyjh3T4dQpGfHxznm6pk83Z8sFB3IfkgSMHGlGdLQJJ044794ID5cRHi4mHrXz9rYH1TU0aKDgqacUBtWJ3ByD6JTrxcTAMdkMJxUlIiLybEWKaHjySQWHDunw228iIOmJdaA9zY8/Oussd+yY9y58tGtnw4EDOkRFSTh4UIemTUU28IIFRkeW8PDhFhQtmvbApNEoSl0cOKBDdLSE9esNqFUr6brbJMqELF5swNGjOowaZUGVKllz/nD6tIz9+0XA7KWXrKmeOLdAAWDMGDPGjRMlWObONWL2bHOa9nNWK/D++yacOycW6tzZip490z6HhCQBzZopqFMnDvPmmXDggA5Xroi5KYYNs+C559KfJe/KmjUG3Lol+sWgQRZ4e2f+Z1SsqGHChOTL66SGTgcEBKgICFDRo4cNNpuYu+PmTQlNmiQ94Sl5Pj8/4KOPzIiOFmV/QkNlXLok/rtyRYb130NgXJyE06d1OH0a+PFHPapWVfHaa1Y0aMBgOpG74ikH5Xr2+pEAM9GJiIjygjZtRDDo7l0Jx45xOOvurFYRIABEuZKszGB1V/XrK44Aub28x65dOvz+uz0734ZmzdIfkPT2hmOi3b/+0uHGDUZgkvO//xmwfr0Bly7JmDYta+rIaxrw9dfidgNf37RnUterp6JrV7HM0aM6bNyY+tw3VQXmzTPiyBERwH/mGRvefNOaoaCcnx8wbZoZQ4ZYoNcDZrOEefNMmDPHmOn1nsPCJEdJlDp1FMcFp9xArwdq1lTRpg0D6CT6Ta1aKjp3tmHUKAsWLozHjz/GYsmSOEyYYEbPnlY89ZSC/PnFsSEkRMbkySYMG+aFQ4dkaHnvUEnk9njWQbmevZSLJAGVKjGITkRE5OkaNlTg5yfOLjnBqPvbvVtkYANAp05pz4b1BLIMPPec+O5Hjuhw+rSMzz4T5SpKltQwZEjGMmIB4MUXbdDpRAB30yZDygvkQbt26bBypfO3uX1bwty5pkwPVv35pw6nT4sgds+e1nSVL+rTx+o4t1m61IglSwzYsEGPHTt0OHxYxoULMm7flhJMgKlpwJdfGrBzp9gv1q+vYNSotJUISo59QttPP42Hv7/Yrh079BgyxAuXLmXeRZuFC42wWkVAeujQ9E8mSuSOdDqgfHkNLVsq6NfPipkzzVi9Og5DhlhQuLDYEZ0/L2PiRC+8844XDh92r2B6dLQoQ0aUVzGITrmePYheurTKK/5ERER5gNEItGghshP37tUjJiaHN4iS9XhAt3RpFU89lXuySjPb88/bIEniNxk71oRHjyTIsijdkS9fxtdfrJiGFi1EoH7bNl2WZFjnZmfOyPjwQxMAMXmk/bc6eFCH9esz72KcogBLlog2X7SohpdeSt+FI6MRmDBBTEppswFr1xrw1VdGzJljwoQJXhg82AuvvuqN9u198OKL3njtNW+8+aYXNm8Wn129uorJk83QZ/J1xqpVxYS2zZuL73XjhoyhQ73x00/6DAf7/vxTh7/+EhcfOne2olw5N4oeEmURo1FcoFq1Kg5vvWVBoUKi3Z89K2PCBC8MH+6Fo0dzPph+/ryMXr288frr3rh82XOubqkqcPWqhMjInN4Syg0YRKdc7+JF0Yyzqp4hERERuR97SReLBdizh9no7urMGRkhIWKs9tJLtjxdv75kSQ116oiLCGazCED06GFFUFDmjWE7d7Y51v/LL+wXdhEREqZONcFqFQGr6dPNGDXKkiDT+/TpzGmcv/6qx/XrYl29e1tgMqV/XeXKaZg6NR6VKqnIn19LNis7Lk5CRISEy5flf5dTMWNGfJbUEgcAX19g4kQL3nnHAoNBlGz69FMjZs0ypvuipsUistABcfHh1Vfz3twJlLeZTGIfvmpVHAYNsqBgQRE1P3NGxtixXhgxwpRjwfRbtyRMnmxCbKyE6GixP82tF2pjYoC//5axapUB48aZ0KmTN/r390a/ft64fdtzLg5Q1vCYkVVkZCRmz56NvXv3QlEUPPnkk5g8eTL8/f1zetMoC8XFwTFIZT10IiKivCMgQEW5ciquXZOxfbsObdvmzTIh7m7zZnG64e2t4dln+Tdq29aGo0dFpm3lymISucxUtaqKoCAFJ0/qsHmzAV262DI9Ezm3iYkBJk82OUoKjRtnRtWq4rxh0iQzBg/2QlychJkzTfjqqzjkz5/+z4qLA1atEpngTzyh4tlnM37nxVNPqXjqqXgAImPy4UMgKkrCw4cSoqIkPHgg/ouKAh48kKDTAf36WTP0PVJDkoAXXrChRg0F06ebcOOGjD/+0OP8eRnjx1tQvXrazs3WrjUgIkL8jQYOtPAOY8qzvLyALl1saN/ehh9/1GPtWgMePJBw6pQOo0bp8PLLwIAB2bc9jx4BEyeaEBnpDDCHh8uYMcOEWbPM0Omyb1vSStPEPAtnzsg4fVqHM2fE5K5JXYiIjpawaZMeb77JC3iUPI/JBRk/fjwiIyPxyy+/YMeOHVAUBePHj8/pzaIsdumSDPXf8Zl9MExERESeT5Kc2einTulw8yazh9zNnTuS4y6B55+3ZUrJktyuUSMFgYEKihfXMH68GYYsKF1uz0a/e1fC3r1uHN3IBooCzJxpwpUr4rS3Xz9Lgokqy5TRMGKEKCp+546EOXNMjnOL9Ni0SY/798W+qH//zKlF/jhZBgoWBCpU0BAcrKJZMwUdOtjQq5cVQ4daMXGiBePGWVCsWPalqlasqOGLL+LxzDOi3YWHy3j7bS98+KER9++nbh0RERJWrxadoXZtxVGuiygv8/ICunWz4Ztv4tC/v8UxAem6dcCOHdmzb7fZgOnTTbh6VezM+ve3oEMH0dePHtU5Sle5m1u3JMyfb0TXrt7o3dsbc+ea8PPPely+7Ayg6/VAjRoqunWzIjhY7HN+/lnPmu/kkkcE0TVNQ4kSJTBmzBgUKlQI+fPnx8svv4wjR45Ay+nCUZSl7KVcAGaiExER5TXPPKM4glQ7duTxdFs39MMPeqiqc0JCEqVE5s8349tv47Ks3nOjRopj4sf16w05Xkc3Jy1caMThwyLY9NxzNvTokbgdtmihOIJChw7psG5d+vYlly9LWLNGBJRq1VJQv37eOTfx8QHGjbNg1CgzvL2dkz737u2NtWv1sKaQ2GmfTFSnA4YM4WSiRI/z9gZ69LBhxYo4lCwp+tf8+YYsTx7QNOCzz4yOu6fatbOhe3cbBg+2OILO69cb8Pvv7nOx9v59YMECA3r39sYvv+jx8KHzNypUSEOTJgrefNOCTz+Nx5Ytsfj003gMHGhFv35iJxUXJ2HrVo4nKXke0TokScJ7772X4LmwsDAUKlQIUhqOwLIsQZbz5hFbp5MT/D+3CA3VQZIAf38NBQvmrm2nxHJrOyTPwnZI7oDtMHVKlgTq1lXx998y9uzRo29fhcGXTJSRdmg2A1u3GiBJQMOGKsqVkwDwj5NdunRR8MUXMi5ckHH+vB6Bgbk3oJvedrhpkw4//qiHJAG1aqkYOdIGgyHpdQwdasP58zpcuCBhxQojatVCqmvVKwqwZo0eK1fqYbOJi0aDBiX/WZ6sfXsNjRqZ8fXXBmzbpkN8vISlS43Yts2At96y4umn1UT76L/+knHwoDin69LFhsqV3XNfweMy5bRChYApU2wYPlyPuDgJH3xgwmefWbLkjiZA7Nd+/VXsQ+vVU/Huuzbo9TIMBmDaNCsGDZJx546Ejz82oUIFMwICcu6K7cOHwLp1emzYoIfZLJ7T6YBWrRQ0aKCiRg0VJUv+d14JZ18ODgZq1lRx5oyMzZsN6NZNzfOl0FzJy/tDSfPAVO0bN26gS5cueOedd/DKK6+kejlN09IUdKec98orQEgI8MwzwJw5Ob01RERElN02bQJmzhT/XrsWqFQpZ7eHhC1bgOnTxb8XLgSeeipntyeviY0F2rYV9cBbtQLmzs3pLcpeBw4Aw4eLGuLlygErViDFGuE3bgCvvip+s2LFgO++E0ErVy5dAqZNA86cEY+NRmDkSKBLl0z4ErncmTPAvHnAiRPO5xo1AkaMACpUEI8tFqBHD+D6daBoUWDjRrAWOlEKVq4EPv9c/LtXL7Gvy2w7dgDjxol/V6oELF0qJhR+3NmzQL9+oh+XKAF88w1QuHDmb4srsbHAmjXAqlVIUIblueeAN98U+//U2rULGD1a/HvGDOD55zN3W8kz5Jog+pYtWzBmzJgkX5s9ezY6d+4MAAgNDUW/fv3w/PPPY5y916fSvXuP8nQmev783nj4MA6KkjsyVSwWoF07L6gq0K+fDa++ytuEc7vc2A7J87AdkjtgO0y9Bw+ALl3EeOD1123o3ZvjgcyS3naoaUD//iZcviyhfHkNy5aZeYdADvjySz2+/14PWQa++cYMf/9ccdqXSFrb4eXLEoYONSEuDvDzA774wowyZVL33ffskTFtmhEAUL++itmzk65rrigi63H5cpF9DojaumPHWlG2bO78nbOCponazYsX63HvntgJyLKo2//66zZs3qzHsmUi3XPCBCtat3bfWug8LpM70Olk+Pp64803bThyRPSp2bMtaNAg89rk6dMSRowwwWoVJVAWLrSgRImk92s7dugwa5ZIhQ8KUjFvXtZlxj/OYgF+/FGH//3PgKgo5/MNG6ro08eKypXTvh8W40gTwsIkVKmi4auvOHZJjqfuDwsVSnnynlxzg0LHjh3RsWNHl+85ceIEBgwYgH79+mHgwIFp/gxV1aCqeXvQoygqbLbc0QkuXJCh/DvOqljRlmu2m1KWm9oheS62Q3IHbIcpy5cPCA5W8M8/Ovzxh4xevfh7Zba0tsNjx2RcuiTOPDt2tHrUCVZu8uKLVqxfr4eiAOvXy3jrrRQKU7u51LTDyEhg/HhvxMaKSeOmTo1HyZKqI9CdkkaNVLz4ooQtWww4dEjGt9/KeOWVhAtfvSrhww9NOH9eRNcNBqB3bwu6drVBlpHqz8orWrZU0aCBFWvWGLB+vQFWK/D993ps365DXJwETRP78ObNrbnit+NxmXKaLAPjxpnRr58JUVESZs82YNGieBQpkvFYVni4hIkTTbBYxJ01779vRpEiye9DW7RQERICfP+9ASdOyPj8cz3eftuS4e34L00D4uKAR48k/P23Dt98Y8CdO84Id3Cwgr59rahZU/TN9O5LOne24vPPjQgJkfD330Dt2uzrruTF/WGuCaKn5MqVK3jzzTcxfvx4vPTSSzm9OZQNLlxwpoVUqZK3Oi4RERE5NWsmguhXr8q4ckVChQp5Oykip23aJNLQ/Pw0tG6dC6JiHqpECQ1NmtiwZ48eW7fq8frrVuRLOckq1zKbgSlTvHDrlgisDB9uRnBw2s8RBg604uxZHUJCZKxcaUTNmipq1VKhqiL4u3Kl0TFRZrVqKkaPNmfZJLGewscH6NvXirZtbVi0yIj9+3V48MCZmT50KCcTJUqLwoWBMWPMmDDBCw8eSJgzx4gPPjAneedMakVHAxMnmvDggQRJAiZMMCMgIOV9aP/+Vly6JOPvv8U8FJUqqWjfPvXH/hs3JBw5okNkpIRHjyQ8egRER4t/R0fj3+ekJAPjVauq6NfPgjp1Es+3kB5t2tiwYoUB0dES1q83oHZtc8ZXSh7FY4Lo77//Pnr27MkAeh5y8aI4QhQrpqFgwZzdFiIiIso5jRvb8PnnRqgqsGePHhUq5O6MW3dgswG//abDk0+K+tCpFREh4c8/dQCAtm1t8PLKog2kVOncWQTR4+Ik/PqrHl26eM5FDUUBQkJkHD8u4/hxHU6dkhEfL6IoPXta8dxz6SsNYjQCkyeb8dZbXnj0SMLMmSZMmmTGkiVGnD3rzD5/4w2Rfa7TZdpX8nj+/hqmTTPj6FEZCxcacfWqjFdeseKJJ3gRgiit6tdX0b27FevWGfDPPzqsXavHyy+nbx9vtQLvvWfC9etiH/fmmxY0bpy6fagsAxMnmjFkiBfCw2UsWGBE+fKqywmtb9yQsGePDnv26BEamvbIf/nyomxLo0aZO6G8lxfQoYMN331nwF9/6XD1qihLR2TnEUH08PBw7N+/H4cOHcKSJUsSvLZs2TLUr18/h7aMspI9E71yZWahExER5WWFColbeY8d02HvXh1ef51B9IzauFGPJUsMMBiArl31ePVVC4zGlJfbvFkPTRMn1S++6DkB29yqZk0V1aqpOHdOxubNBnTqZMtQpmJOUhTg/HkZx445g+ZxcYmjJ82a2dCnT8b2ASVLahg1yoJp00yIjJQwcqTzalDVqiL7nHe8pF/duioWL47HvXsSihXj70iUXr17W3HsmLhzZsUKI4KDVUdJk9TSNGD+fCOOHxdXBDt0sKFz57Qdv/38ROmXt9/2QlychPfeM2HhwvgE/fvmTRE437076cC5n58GX18Nvr6Ar68GPz8Nfn749znxbz8/DYULa6hRQ82yY1nHjuLChM0GbNhgwIgRmV+ehnIvjwii+/v74/z58zm9GZSNbDbg0iWx12QpFyIiImrWTATRr1yRce2axPIKGbRzpzhNUFVg9Wo99u+XMWaMBVWrJj/uio0Ffv1VLNe4sS3Zicgoe3XubMWsWSZEREjYv1+Hpk3dd/LGx8XHi6SZkBA9zp8HDh3yQkxM4vfJskiqqV1bQa1aCp58MnOCK40bK+jc2YqNG0V5Ir1eZJ9368bs88wgy2AAnSiDDAZg0iQzBg3yQmyshNmzTfjqqzj4+qZu+ago4LvvDPjtN3HsfuopBUOGpK+8UoUKGsaMseC990St9mnTTBgzxow//xSBc3slATtJAoKCFDRrpqBpUxsKF077Z2aFwoWB1q1t+PVXPX77TY8+fSwoVCint4rchUcE0SnvuXrVWROLQXQiIiJq0sSGBQucJV169WI2enrduCEhNFSGJAHFiwPh4cDVqzKGDfPCK69Y8corVhgMiZfbsUOPmBhx5t2pE7PQ3UWzZgq+/lrDnTsSNm7Uu2UQXVWBK1cknD+vw/nzMs6dk3H5sgxVFYEWnU5kogPicaVK9qC5isBAJdUBo7Tq398Ks1lCZKSE3r0tLDtCRG7H31/D8OEWzJplwq1bEj76yIQpU8zJBsI1DTh+XMbPP+uxb5/eEVepVEnFxInmDF0kbNJEQa9eVnz7rQEhITL69/dO8LokAYGBCpo3V9CkiZIpk6FmhS5drPj1V/HbbNliQO/eHFOSwCA65UqPTyrKci5ERERUqJA4MTtxQoc9e3QMomfAnj3iDFqSgJUrga1brVi4UI/4eAnffmvAn3/qMGaMGRUrOk9+VRXYtEmcWlSq5LoWKmUvnQ546SUrvv7aiFOnRJA6NZPFZaXISODkSR3OnZNx/ryMkBBnPfP/kiSgalWgRg0bgoMVBAVlXdD8vwwGYPhw3spPRO6tZUsFf/9tw7Zteuzbp8PPP+vxwgsJL2Y/eABs367Hzz/rcfNmwqzw4GAF48ZZ4OOT8W157TUrQkNlx/woAFCzpjNwnhvuQKlQQcNTTyk4dEhMltqzp5VzvBAABtEpl7pwQeyQCxXSULSo+++EiYiIKOs1by6C6Jcvy7h+XULZshwjpMeePeIUITBQRbFiOnTooKBOHRs+/NCIEyd0CA2VMWSIN157zYIePURpiyNHZNy4IU7KO3e2ZupEX5Rx7drZ8M03BsTHS9iwQY8JE3IuMHzqlIwJE0xJ1jMHgKJFNVSrpqJaNQXVqqmoXh0oXTofIiNtsNl4cYaIKClDhlhw5oyM69fFxL01ayqoUEHDyZMyfvpJj717nVnngKg13rq1De3b2zJ1jgdZBsaNM2PDBgPy5dPQtGnuCJz/V9euVhw6pMPDhxJ++02PDh14hx0xiE65lL2eFku5EBERkZ29pIumAXv36vDKKzzhSaubNyXHhF/NmysARN2WkiU1fPihGVu26LFkiREWC7B8uRH79+sxerQZmzeL9xUsqKFFC/crF5LX+foCzz1nw5YtBuzZo8eAAdYcCWo8egTMnu0MoPv4aAgIUP8NmquoWlVNlCCj1+fSmVCJiLKRtzcwcaIZw4Z5w2oFpk41Qa8Hrl9PuA+tUUNF+/ZWNGumZFl2tY+PyEjPzWrXVlGpkorQUBnr1+vRvn3unZibMg+bAOU6qgqEhoqBN0u5EBERkV3hwmKSKsCZTU1p83gpl2bNEgbDZVnUOl+0KA41aogxWEiIjMGDvXH4sFjuhRdsMBqzd5spdTp3tkGSRG3xLVuyv39oGvDpp0bcvi3G8WPGmLFpUxzmzjWjb18rGjVSeIcpEVEGVKqk4c03xZ1G4eGyI4CeL5+GF18Ux+9PP41HmzZZF0D3FJIEdOsmLgSEhSUsT0N5F4PolOtcuybBbBaDb2aiExER0ePsgd/QUBk3brCmSFrt3i2CqzVrKihaNOn3lCmjYf78eAwYYIHBAFj/TTbT65GoBiu5j1KlNDz9tOgfv/yiR1xc9n7+b7/p8Mcfon21aWPDs88qzOojIspkL75owzPPiGNxtWoqRo40Y82aOAwbZkkwlwmlrHlz58Xd779ncgYxiE65kL2UC8AgOhERESXUpIniqMe9dy+zhtIiLMxZyuW/Wej/JctA9+42LFwYh6pVxXjs+edtKFKEJ+jurGtXccUjOlrK1mz0mzclfP65uEWhVCkVQ4Zwsk4ioqwgScDYsRZs2hSLzz+Px/PPM+s8vfR6oFMncdw8fVqHM2cYQs3r2AIo17lwQTRbPz8NxYvzRI2IiIicihTREBgoAsD2rGpKHXspF0BcjEiNChU0fP55PL7+Og5DhzIw6u6CglRHOcSlS41YuNDguJMgq9hswKxZJsTHS9DpgAkTLPDxydrPJCLKyyRJzIVBGdeunQ3e3iLutH592saV0dGihBp5Dp5ZUK7z+KSiEu/SJiIiov9o1kzByZM6hIbKCAuTUKoUL7qnhr2OfI0a6r+TTqZuoCXLIphO7k+SgNGjzZg40Qt370rYtMmA8+d1mDTJnGUTja5caUBIiBi/9+5tQUAA7yQlIqLcwddXBNI3bDBg/349wsOt8PdP/nh565aEP/7QYdcuPUJDZeh0QIkSKkqV0v79T0Xp0uL/JUtqnEcml2EQnXIVVU0YRCciIiL6ryZNFHzxhfj3nj069OzJOt0pCQ+XHHf7NWvG38uTVayo4csv4zBrlgn//CNuTx882AsTJ5pRu3bmjq+PH5exdq0BABAcrKB7d7YtIiLKXTp1smHTJgNUFdiwQY+hQxPewvXwoUhE2LlTh5MnE5YSVBQxMWlYWOL1ShJQrJgIqFesqKJ7d5bFc3cs50K5yu3bEmJjRVZUpUoMohMREVFiRYtqqFlT3D9rz64m1x4v5ZJSPXTK/QoWBD74wIyXXxaBgKgoCWPHemHtWj20TDp/j44GPvjABE0TZRjHjbNwIlEiIsp1SpTQ0Ly5uAi8bZse0dFAXBywc6cOkyeb0L27Dz791JgggF6zpoJBgyzo39+C9u1tqF1bQfHiWoJqCpomYlzHjumwcaMBI0aYcPcuyy24M55VUK4SFubcoZQtyyA6ERERJa1ZMwWnT+tw4YKM8HDJ5a23lFQpF/J0sgz07WtFjRoq5swx4tEjCUuWGHHmjA6jR5szVE9X04CPP3YGA95918J2RUREuVbXrjbs2qVHfLyE0aO9cOOGBLM5YcD7iSdUtGplQ4sWCkqWTPqYZ7GIu/9Edrr4/9WrEo4f1yEsTMaYMSZ89FE8ChXK+DYrijjWswxy5mEuAOUq4eHOJpvcTomIiIioaVNnNvXjWdaUWESE5KhZzVIuec/TTytYuDDecZfngQM6DB3qhUuX0n/WvXWrHvv2iX7Xrp0tQX8kIiLKbapWVREcLI5loaGyI4BeooSGnj2tWLQoDosXx6NnT5vLWJXRCJQvr6FhQwVdutgwbJgF8+aZ8dpr4s6w69dljB3rhYcPM7a9R4/KeOUVb/Tq5Y0//+Q4OLMwiE65SkSE2FH5+WmcbZqIiIiSVayYhho1RFCQJV1c273beXLFYGfe5O+v4dNP4/Hcc+Iiys2bMoYN88aOHWk/8b5+XcLChaIOepkyKgYNsmTqthIREeWEPn2sMBiA/Pk1dOhgw/z58Vi1Kg79+llRsWLGkjxfe82Knj1FIP3yZRljxnghOjrt69E0YO1aPcaP98L9+xJu35YwZYoJs2cb8eBBhjaRwCA65TL2IHqJEsxCJyIiItfsWdUhIbJjDEGJ2S8yVK+uonhxjrHyKpMJGDnSguHDLdDrxS3nc+aY8MknRly8KEFJxfUVqxWYNcsEs1mCXg9MmGCBt3fWbzsREVFWCwxUsWVLLNati8Pbb1sQGKhm2lwfkiRKrHXuLALpoaEyxo/3QkxM6tcRGwvMnGnEkiVGqKpIPrVPVLpzpx79+nlj925dps19khcxiE65ir2cC0u5EBERUUpY0iVlLOVCj5MkoH17Gz75JN6RtPLzz3q89ZY3XnzRB+++a8KiRQbs3q3DrVtSohPxFSsMuHhRtKc+fSyoUoVzGBERkecwGABdFg0pJQkYNMiKDh3EeOz8eRkTJ5oQG5vysjdvSnjnHS/s3i0SIypWVPHFF/FYsiQObduK9T14IGHGDBPee8+E+/ez5jt4Ot7bSrmKPYusVCkOyImIiMi14sU1VK+u4uxZGXv26NG9O4PE//X4xQWWciG7gAAVX34Zhw8/NDlqqVoswKlTOpw65WwzhQppqFZNRfXqCvLlA9atE2Vc6tRR0LUr+xsREVFaSBIwdKgFNpuYX+T0aR0mTzZh5kwzvLySXuavv3T44AMxQTgAtGxpw7vvOu8EGzHCghYtbJg/34SICAn79+tw4oQ33nrLgtatFU48mgYMolOuERsrrpwBzEQnIiKi1GnWzIazZ404f17GrVtSqkrCXbsmYeNGA4oV0/DKK1aPPrmwl3KpVk1luTxKwM8PeP99MyIjgXPndDh7Vsb58+K/mBjRKSIjJfz5py7BpGX582sYM8aSabe4ExER5SWyDAwfboHFAvz+ux4nTugwdaoJ06ebYTQ636eqwOrVBqxcaYCmieUGDrSgc2dborFr3boqFi2Kw7JlBmzZYkB0tIS5c03YtUvB8OEWlvNLJQbRKdd4vJZpiRLMRCciIqKUNW2qYNEi8e+9e3Uus2OjooBVq4z4+Wc91H+HGtWrK6hb1zPHHbduSTh/nqVcyLVChYCGDRU0bCjuVFBV4MYNCefOyY7g+uXLMhRFZNCNGmVB0aI8GSciIkovWQZGjxYZ6bt363H0qA7vv2/C1KlmGAxATAwwd64JBw6Ii9j582uYPNmM2rWTH7P6+ABDh1rRvLmCjz4y4uZNGYcP69C/vxcGDrSiXTsbL4CngEF0yjVu3XL2Zn9/DsyJiIgoZSVKaAgIUHH+vCjpklQQ3WIBNm7U47vvDIiLS5i6s22bHnXrWrJrc7PV46VcmjVjKRdKHVkGypXTUK6cgjZtRLsxm4GLF2V4e2uoWJHjdCIioozS6YBx4yyw2UQJlr/+0mHmTBPeeMOC6dNNuH5dxMiqVFExdao51XcUBgWpWLQoHqtWGbB+vRj7fvqpuGtz5EjPHPNmFl5joFwjPFyc1EoSeLsxERERpZo9y/rsWRm3bzuD5KoK7NypQ58+3li61OgIoLdsaUOLFmKZvXv1iI7O/m3ODvZSLgEBLOVCGWMyATVrqgygExERZSK9Hpg40YwGDcRF6/37dXjzTW9HAL1NGxvmz49P8zjOZAIGDLDis8/iUb68yF4/c4Yh4pQwE51yDXs5lyJFtAR1oIiIiIhcadZMwddfi3/v3atDly42nDwp46uvjAgJcZ4wBAYqePNNK6pVUxEaKuGPP/SwWoFdu/R48UXPKndy65YoxwGwlAsRERGRuzIYgClTzJgyxYS//9ZB00SW+uDBFnTokLj+eVoEBKhYuDAeR47oULGiZ5YvzEwMolOuER4uTvRKlmTHJiIiotQrWVJD1aoqQkJkbN+ux8mTOuzf7yxlUqqUiv79rWjSRHGciFSqpKFSJRWhoTK2bvW8IPrevSzlQkRERJQbGI3AtGlmzJ9vxNWrMoYMsSAoKHNiY0Yj0KgRx4KpwSD6Y+T4mym+R/Uq/dgDG2TLLdcLSDqoppKPLWOGbLnrchFNNkEzFnU+ocRCtka6XkbnDc1Q2PmxtmhItocpLOMLzVDA+YQlElLcHchK8h1R1RcA9L7Oz7Hcg6TGu/wc1VAE0Hk5lzHfhqRZXS9jLA7IBsdjOT4c1gcGFPeVUbWMDXJ84uVVkz8g/ZtNpqmQzeEuPwOQoXr5P7YCK2TLbZdLaJIBmqm48wklDrL1vutlZC9oxiLOJ2yPINseuF5Glw+aoaDjsWR9AEl55HoZfX5oer/HlrkPSYlzuYxqKATofJzLWO5AUl3XwFKNRQHZ5HgsmyMAzfUOVzWVBKR/T9Y1DbI5LMn3SToZMPlAiosFDI//bVLua5qkh2Yq8dgy2dXXHkKyub7P/799TbJGQlJiXS6jGgoCunzOZbKtr4UBcH0rWMb7mgWy5Y7LJXK0r1ljHe0wqf1hor6Wqr9NevpaMUB23naTmX3NSYLqVeqxFWRXX4uBbI1yvUx6+preD5o+v3OZbOtrtyBprgOsae1rkk4GClZxPqEpog24lI6+JhuhGYs5n8i2vhYFSYlxvUwm97W2zXWICjPi0W3gwm2guC/g66uhbadCaN9BhuHfP8/jfa1LOx1WLDfiYQRw/Xw8ypcXf7Mc6WtKPGTrPdfLpKGvnTpkQnFfGaXLe6NkSW/nlj7W1x4/Lj++P8ycvnYXkmpOYZn09LUSgOw8xUndca0UHFdP3LivpW58n119rTCge6zdpOe4Fh8OwHUAQJxH2cccWirO19yvrzmW0flAMxRybmm2HddycV9LdC6dnr6WivF9Kvraf/eH6elr6TuXzsa+lqHjWmrOpdPT1/4z5si2vpaac+mCae9r/zmXTk9fQ+xNSHExruM2ubivJVom0bl0NvW1VJ1Lp6evpfVc2tnXvLyA8WNjnH0tma+U+Fw6c/uaY39oBSA9/rdJTdwqPX3tv+P7rOlrQLUUXmcQPQGvmytTeIeE2ErjnY+UmBSX0fQFEFd+iOOxbL4Nr7BvXC6jeJWDuXQvx2Nd7CWYbv/gchmbbyAsJV50PNZHn4Th/h8ul7EWbARrkRbOJ+7sh+nmAahq8oMfS9HnYStQ1/HYeG8HdLGhLj/HXLI7lHyVHY9Nt7ekuEOOKzsgwQ7ZFPYdGhZXUb8wEPyECq+biQNJsU+MAqR/d2CqJeW/jeyNuCfedTyWrJEpLqMaSyC+bD/HY138DZgivne5jOJTBWb/bo7H+phzMN7d7nIZW/56sBR7zrnMw79hiDrochlLkVawFXza8dhwfw/0j864XMZc4iUovjUcj013tkKOv+FymfjSr0P1KuNcJmJ9ige+uPJDE+wok/udZVkC7hphirfB+sRYx/OS8ijlv6ehIOLKDXauy3wLXmHfulxG8S4Pc6lXHY9T1df8gmAp3sHxWPS13S6XsRZqDGvh5o7HhqiD0D/8x+UylmJtYctfx/HYeO836GIvuVwm3r8HVJ9Kjsem25tTDG7GlR2Y4CTQK/w7IIWBecK+Zk75b6PzQVyF4Y7HqeprppKIL9PX8ThVfS1fVZhLdnU8TlVfK/AkLEXbOJd5eASmh4f+bYeWJPeHliLPwFawgeOxIXIP9I/Ouvwcc4lOUHyrOx6bbv8C2ew6EBBf+o0EF25N4d9DUlyfAMSVH/ZYIERLxXFNRmylcY5HkhKdir5WCHHl3nKuwRwBr7D/uVwm6b72o8tlbH7BsBR/wfE4dX2tCayFmzkeGyL/hD76mMtlLMXawZa/tuOx8e526OIuu1wm3r8nVJ+KjsemW5tTHJjGlX0zwcDUK+x/gIuBuSxLQMn3nE+ko6/J1vup6Gv+iC/Tx/FYF38dpoj1LpdR8gXAXLKL47E+5iyMd39zuYy1QH1Yiz7rXObh3zBE/eVymf/2NeP93dDFnHO5jLlEZyi+zgGw6fbPjkBAuwAJ5lpi6CvL4vbV4CAFasXeUA3OQIApfJ3jBKBtZeBRHQNUFXhwVIWXXow/Ysu//djJmZpyX5N0iK34+HHtYdr7miUCXmHfuVxG8a4Ac6lXHI91saEw3f4p0ftiYiQE+egRVAsoGxwIoK3jNf3DEzBE7hGf6TguJ9wfWgs1hbVwU8fj1PW19rDlr+V4LPraFZfLxPu/DNXnCcdj061NKQaeE/e1b4EUTppinxgDSP+eFqnxqehr+RBX4R3HY9lyL+19Le4aTLc2uFxGyVcN5pKdncs8OgvjvR0ul7EWeArWoq0dj/UPjsDw4JDLZSxFWsNW8CnH49T1tS5QfAMcj023f0oxEBBfuk+Ciw+miHUpBkJiK7wD4N8rXJqSir6mR2zFMc6Htgcp/20MhRFfbpDjsWwOh1f4apfL/Lev6WMuwnjnZ5fL2Pxqw1K8nXOZh8dhiNzrchlroWawFm7ieGyIPAB99HGXy5iLvwDFL9jxOFV9rdQrUL0rOB573doIKYVgWFy5QdBk58Vur7BvUrzYL/aD/wZqlbhU9DVfxFV42/FYttxNRV8rhfgyvR2PRV/b6HKZxH3tDIz3fk/wnv/uD60FG8Ba5BnH6/oHh2F4cNjl51iKPgtbgfqOx8b7f0AXc97lMuaSXaHkq+p4nKq+VqZvgoCoKWJtihdfYisMdwapNFsq+poBsRVHOx/aUj6uqYYiiC/3puOxbA6DV/gal8so3k/AXOplx2N9zAUY7/zicpnEfe0YDJH7XC5jLdwc1kKNHY9FXzvhchlz8Q5Q/IIcj413t0EXd9XlMvGlXoXqXd7xOHV97S1osvOiAEKXwhQX7zJuE1txHIB/55RTYlPR1/wQV2GY47FsuZOKvlYa8WXecDzWxV2F6dYml8vYfKvDUqKTc5kk+tp//bevGR4cgv7BEZfLWIq2ga3Ak47Hxvu7oIsJcbmMuWQ3KPmcCSymOz+lePEhrky/BBeGUtfX3nUG61PT12SjOP/+V6qOa8aiiC870LkK8014ha91uYziUxFm/56Ox/qYEBjvbE16k/7dH+qNNWEt8rxzmehjMETud/k5ifvafuijT7pcxlz8RSh+gY7HqetrvaB6l3M89rq1AVIKF+BQdrbr18EgOuUS8fGA7d/zH19fTlhEREREaePrq6FBAwVRURKqV1fh5yfGE67ykowmoFw5FVeuyLh8WUa9egp0OhcL5BLXrjmLZ9YMZJk8IiIiIqKUSJqmMSL5r3vXXWdcAJ5bzkWvl1EonwVRd+9AccNyLqGnbmHKZPF4yhQzqldPvI0s55L7y7nodDIKFvRBVFQsrCznwnIuOdTX9Ih1tMOk9ocs58JyLtlRzkWnk1HQvwoio2Jhs6luXWIit5RzSXaZFPrayZMyZs0Sx71hwyxo1EjJ9eVcpk41ISRERsWKKmZ8oEv2tvfHj8sKy7k8huVcsrPEhN5gQKFC+RB5/xHUGNd3TLpbX0uwDMu55OoSE//dH7KcC8u55EQ5F71eRiFTFKKiYlzHbXJxX0u0DMu5pKOvZW05F8f+8BFg9aByLkXKplzOhUH0x9y543rH6sn0elkMTiNjxMm6m9m1S+c4gf3f/+JQvDibrSdy93ZIeQPbIbkDtkP3oarAG294IyJCQt26CubMcT1od3d37kh45RVxkti/vwU9eiR/QsF2SO6A7ZDcAdshuQO2Q3IHntoOixXzS/E9cjZsB1GGRUSIq6h6PVC0KAPoRERElD1kGWjTRgSa//lHh1u3pBSWSJ6miVIqVteJTVlq715nPZrmzV3f3UJERERERAKD6JQrRESIplqihAqZrZaIiIiyUZs2NkiSCIJv25b+KYU+/9yIfv280bevN3bt0iEn7gfds0cE0atUUVGyJBMTiIiIiIhSg+FIyhXCw0XWF0/2iIiIKLuVKKGhbl2Rtb1tmx5qOu5cPXJExo8/igB8RISEWbNMGDrUCydOZN9w/No1CadPiyB6s2au60ISEREREZETg+iUK9jLuTCITkRERDnh+edF0Pn2bQn//JO2IXRsLPDJJ2Jul/z5Nfj7iyh8SIiMkSO9MHmyCdeupb9MTGrcuCFh7FgxcaAss5QLEREREVFaMIhObk9Vgdu3RVMtWdJzJi0gIiKi3KNRIwV+fuJi/q+/pq2ky9KlRkct9bfftmDp0ni89ZbFsb6DB3UYMMAbn35qRGRk5m43AFy/LmHUKC/cvSu2YcgQC/z9mZhARERERJRaDKKT27tzR4Lyb7IUT/iIiIgoJxiNwDPPiGz0/fv1iI5O3XInT8r44QcRdG/SREGzZgoMBqBzZxtWrYpD9+5WGAwiaeCnn/R44w1vfPONAXFxmbPd166JAPq9e84g/osvspQLEREREVFaMIhOaaIowM6dOoSFZe0tx4+zl3IBWM6FiIiIco69pIvVCvz+e8rZ6GYz8NFHRgCAn5+GYcPMkB4bQvn6AgMGWLF8eZwjQB8XJ2HVKgN69/bGL7+kr/663dWrEkaO9ML9++JD33nHgg4dGEAnIiIiIkorBtEpTb7+2oDZs02YMsWUbZ9pn1QUgKOGKBEREVF2q1RJQ5UqYiySmpIuq1YZcPOmGG4PGmRB4cJJv69ECQ3jxlmwcGE8atcWt9/dvy9h/nwjBg3ywpEjaR+yX7kiMtCjosQ46t13LXjhBQbQiYiIiIjSg0F0SrWwMAlbthgAAFevyo7anlktPFw0U29vDX5+2fKRRERERElq21YEokNDZVy4kPxQ+vx5GevXi3FT/foKnn025Yk8q1RRMXeuGTNnxqNCBRGsv3xZxvjxXpgwwYQrV1I39rp82RlAlyRg5Egz2rVjAJ2IiIiIKL0YRKdUW7bMANtj518nT2ZP87EH60uV0hLcAk1ERESU3Vq2tMEgYuPYujXpbHSrFZg3zwhVFUkA77xjSfUYRpKAp55SsWhRPIYPt6BgQVHK7vBhHd58M+XJRy9dEgH0Bw+cAfTnn085gE9ERERERMljEJ1S5exZGbt3JzxRPHVKly2fbc9EL1GC9dCJiIgoZ/n6As2aiayCXbt0MJsTv2f1agOuXBHjlwEDrOkaw8gy0L69DStXxuHllxNPPrpmjR4WS8JlQkMljB7thYcPRQB99GgznnuOAXQiIiIiooxiEJ1SpGmiFjoA+PhoqFVLnIydOpU9zcc+sWjJkqyHTkRERDnPPsHoo0cS9u9PmFRw6ZKE774T46bgYAXt22esjIqPD9C3b+LJR5cuNaJPH2/s3KmDpgEXLzoD6LIMjBljTlUJGSIiIiIiShmD6JSigwd1OHlSnCC+/LIVjRqJE7KrV2U8fJi1n202i4m1AMDfn5noRERElPOCg1WULCnGJY+XdFEUYN48ExQFMBqBESMskDNptG2ffHTBgngEBYmx2O3bEmbPNmHoUC+MGeOF6GgRQB871ozWrRlAJyIiIiLKLAyik0uK4sxCL1pUQ6dONgQFOTPCs7qkiz0LHYDjZJWIiIgoJ8myMxv92DGdY7yyfr3eMdlo794WlC6d+WOXgAAVH31kxpQpZvj7izFZSIjsCKCPG2dGq1YMoBMRERERZSYG0cmlrVv1uH5dNJM+fSwwmYBKlVR4e4uTwqwu6RIR4Vw/y7kQERGRu2jTxuaYLPTXX/W4fl3CypVGACLQ3aVLxsq4uCJJQNOmCpYsicebb1rg66vBYADGjzejZUsG0ImIiIiIMps+5bdQXhUbC6xcKbLQK1VSHbcFyzJQs6aKI0fsZV6sWbYNzEQnIiIid1SsmIYnn1Rw+LAO27bpcfy4DKsV0OuBUaPMmVbGxRWjEeja1YYOHWywWAA/v6z/TCIiIiKivIiZ6JSs9esNiIoSQez+/RPW9AwMFFnhFy7IiIvLum0IDxefX7CgBi+vrPscIiIiorSyl3S5e1dylLjr1cuKChWy98K/ycQAOhERERFRVmIQnZJ0756EdevEjQr16il48smEpVTsE1opCnDuXNY1I3s5F04qSkRERO7m6acV5M/vHKNUqqSiR4+su0OPiIiIiIhyBoPolKRvvjHAbJYgScCAAZZErwcEqND/WwwoKycXtZdzsU+cRUREROQujEagdWuRjS7LwMiRFsf4iIiIiIiIPAeH+ZTIlSsStm4VTaN1axsqVUqcBW4yAVWrqjhzRsbJk1mZiS6C6CVKMBOdiIiI3M9rr1lhs0moXVtBlSq86E9ERERE5IkYRKdEli41QlUBgwHo3Tv5W5KDghScOSPj7FkZigLoMjkhPToaiImxZ6IziE5ERETux9cXGDYs8V17RERERETkOVjOhRI4flzGwYMiGt6lixXFiycfvLZPLhofL+HixcxvSuHhznWWLMnMLiIiIiIiIiIiIsp+DKKTg6oCX30lbk7In19LcWKsmjUVSCJRPEtKuthLuQDMRCciIiIiIiIiIqKcwSA6OezYAZw/L5pEr15W+Pq6fr+fH1ChgsgQz4rJRcPDRRBdloFixRhEJyIiIiIiIiIiouzHIDoBACwWYMEC8W9/fxUvvGBL1XL2ki6nTsnQMjnOfeuWaJ7Fi2uZXm+diIiIiIiIiIiIKDUYRCcAwA8/6BAWJv7dr58VBkPqlgsMVAAADx5IuH5dSuHdaWPPRGc9dCIiIiIiIiIiIsopDKITHj0CvvlGRM2rVVPRrJmS6mWDgpwB7pMnMzdd3B5EZz10IiIiIiIiIiIiyikMohOuXZMRHS3+PWiQzTFZaGoUK6ahZEkR5D51KvOak6o6y7kwE52IiIiIiIiIiIhyij6nN4ByXvXqKgYNsqJ8eR2Cg1XYUlcO3aFmTQUREfpMnVz03j3JsR32ID0RERERERERERFRdmMmOkGSgO7dFTz/fPqWt08uGhEh4c6dzKmLHhHhXA+D6ERERERERERERJRTGESnDAsKctZQz6ySLo8H0f39Wc6FiIiIiIiIiIiIcgaD6JRh5cppyJ9fZItn1uSi4eGiaZpMGgoWzJRVEhEREREREREREaUZg+iUYZLkLOly+nTmZqKXLKmlaaJTIiIiIiIiIiIioszkkUH0lStXIiAgADdu3MjpTckz7CVdLl+W8ehRxtd365aInPv7sx46ERERERERERER5RyPC6LfunULy5Yty+nNyHPsmeiaBpw6lfGSLmFhommWLMl66ERERERERERERJRzPC6IPnPmTPTs2TOnNyPPqVxZhckkssYzOrmoxQLcu+cs50JERERERERERESUUzwqiL57925cuHAB/fr1y+lNyXP0eqBGDZE1ntEg+u3bErR/Y+cs50JEREREREREREQ5SZ/TG5BZ4uPjMWPGDMyYMQNGozFd65BlCbKcN2ex1OnkBP9Pj+BgDceOASEhOqiqjHT+GXDnjuyYTLR0aUCv96hrPeRCZrRDooxiOyR3wHZI7oDtkNwB2yG5A7ZDcgdsh+QO8nI7zDVB9C1btmDMmDFJvjZ79mxcvXoVderUQYMGDdL9GYUL54Mk5c0gul3+/N7pXrZxY+B//xN10W/ezIe6ddO3nuhoQPdvWfUaNXzg45PuTaJcKiPtkCizsB2SO2A7JHfAdkjugO2Q3AHbIbkDtkNyB3mxHeaaIHrHjh3RsWPHJF8LDQ3Fxx9/jB9++CFDn3H/fkyezkTPn98bDx/GQVHSN5lnmTKApnlBVYH9+2144glbutZz4YIeiqJHgQKA2RwPszldq6FcKDPaIVFGsR2SO2A7JHfAdkjugO2Q3AHbIbkDtkNyB57aDgsVypfie3JNEN2VrVu3IioqCm3btk3wfOfOnTFgwAAMGDAgVetRVQ2qmrdrcCuKCpstfZ3AYBATjJ4/L+PECSnd6wkLE9nsxYunf1sod8tIOyTKLGyH5A7YDskdsB2SO2A7JHfAdkjugO2Q3EFebIceEUTv3bs3unbtmuC55s2bY/HixahcuXIObVXeFBSk4Px5GadPy1BVQE5HiaSICLGQv3/e6oxERERERERERETkfjwiiO7r6wtfX99EzxctWjTJ5ynrBAaqWL8eiI2VcOmShMqV057ZHxEhSuqULJm37wogIiIiIiIiIiKinOcRQfSknD9/Pqc3IU8KDFQc/z55UofKldNWFz0mBnj4kEF0IiIiIiIiIiIicg/pKLZBlLwCBYBy5UQZlpMn09687FnoAMu5EBERERERERERUc5jEJ0yXVCQCH6fOqWDlsZkcns9dICZ6ERERERERERERJTzGESnTGcv6RIZKSEsTErh3QnZM9ElCShenEF0IiIiIiIiIiIiylkMolOmCwx0lmFJa0mXsDDx/mLFNBgMmbpZRERERERERERERGnGIDpluhIlNBQtKrLIT53SpWnZW7fsk4qyHjoRERERERERERHlPAbRKdNJEhAUJEq6nDqVtiZmL+fCeuhERERERERERETkDhhEpyxhn1z05k0Z9++nbhlNYxCdiIiIiIiIiIiI3AuD6JQlatZUHP9ObUmXqCjAbBZBdH9/lnMhIiIiIiIiIiKinMcgOmWJChU0+PmJbPK//05dEN0+qSjATHQiIiIiIiIiIiJyDwyiU5aQZaB2bZGN/ssveuzenXIg3T6pKMAgOhEREREREREREbkHBtEpywwcaEXBgiIYPmeOCadPu25u9nroBgNQuDCD6ERERERERERERJTzGESnLFOypIYZM8wwGgGrFZgyxYSwMCnZ94eHy/8up0JmyyQiIiIiIiIiIiI3wFAlZamAABUTJpghScDDhxImTjQhOjrp94aHiwA7S7kQERERERERERGRu2AQnbJc48YK3nzTAgC4cUPGtGkmWCyJ33frlj0TnUF0IiIiIiIiIiIicg8MolO26NzZhhdftAEATpzQ4eOPjdAei5UrCnD7tj0TXc2JTSQiIiIiIiIiIiJKhEF0yhaSBAwebEGDBgoA4Pff9Vi1yuB4/c4dCeq/sXN/f2aiExERERERERERkXtgEJ2yjU4HTJhgRqVKIlr+7bcGbN+uA+Cshw4A/v7MRCciIiIiIiIiIiL3wCA6ZSsfH2DGDDOKFRPZ5h9/bMI//8gID3c2RdZEJyIiIiIiIiIiInfBIDplu6JFNcyYEQ9vbw2KArz3ngmHD4uMdF9fDb6+ObyBRERERERERERERP9iEJ1yRMWKGqZMMUOWgZgYCfv2iSB6iRLMQiciIiIiIiIiIiL3wSA65Zgnn1Tx9tuWBM9xUlEiIiIiIiIiIiJyJwyiU45q396GHj2sjsecVJSIiIiIiIiIiIjciT6nN4Cob18rLBbg8GEd2rSx5fTmEBERERERERERETkwiE45TpaBwYOtAKwpvpeIiIiIiIiIiIgoO7GcCxERERERERERERFRMhhEJyIiIiIiIiIiIiJKBoPoRERERERERERERETJYBCdiIiIiIiIiIiIiCgZDKITERERERERERERESWDQXQiIiIiIiIiIiIiomQwiE5ERERERERERERElAwG0YmIiIiIiIiIiIiIksEgOhERERERERERERFRMhhEJyIiIiIiIiIiIiJKBoPoRERERERERERERETJYBCdiIiIiIiIiIiIiCgZDKITERERERERERERESWDQXQiIiIiIiIiIiIiomQwiE5ERERERERERERElAwG0YmIiIiIiIiIiIiIksEgOhERERERERERERFRMiRN07Sc3ggiIiIiIiIiIiIiInfETHQiIiIiIiIiIiIiomQwiE5ERERERERERERElAwG0YmIiIiIiIiIiIiIksEgOhERERERERERERFRMhhEJyIiIiIiIiIiIiJKBoPoRERERERERERERETJYBCdiIiIiIiIiIiIiCgZDKITERERERERERERESWDQXQiIiIiIiIiIiIiomQwiE5ERERERERERERElAwG0XOBGzduoF+/fqhduzYaNmyIDz/8EKqqOl7fvHkz2rdvj1q1aqF9+/bYt2+fy/VdvXoVnTt3RuPGjRO9dvDgQfTo0QN16tRB48aNMXHiRMTExCS5HrPZjBkzZqBJkyaoU6cOOnXqhD/++MPxemRkJN59913UrVsX9evXx8SJExEfH5++H4FynLu2w8edPn0aNWrUwMaNGx3PtWrVCoGBgQgKCnL8N2jQoDR8c3In2dkOHzdkyBC0atUq2ddVVcX8+fPRuHFj1KpVC71798b169cdr3N/6FnctR0CwN27d9GvXz8EBATAbDYneC0gICDR/nD69OkpfFtyV+7aDjk+zFvctR0+juNDz5dd7fDGjRsICAhI0G6CgoKwdOnSJNfD8WHe4q7tEOD4MC9x13boMeNDjdyaqqpax44dtZEjR2pRUVHaxYsXtZYtW2rLli3TNE3TDh06pNWsWVPbtWuXZrFYtB9++EELDg7Wbt68meT6Dhw4oDVp0kQbNmyY1qhRowSvRUREaLVq1dLWr1+vWa1W7fr161rbtm21GTNmJLmu6dOna926ddPCw8M1q9WqLV++XAsMDNRu376taZqmDRo0SHvttde0O3fuaBEREVqnTp206dOnZ+KvQ9nFnduhnaIoWpcuXbS6detqGzZscDzfsmVL7eDBgxn8BcgdZGc7fNzOnTu1unXrai1btkz2PcuXL9caN26snT17VouOjtYmTZqkdejQQVNVVdM07g89iTu3w3PnzmnNmzfXRowYoVWtWlWLj49P8HrVqlW169evp+Nbk7tx53bI8WHe4c7t0I7jQ8+Xne3w+vXrWtWqVVO9bRwf5h3u3A45Psw73Lkdesr4kJnobu7kyZM4f/48Jk2ahAIFCqBSpUoYMGAA1qxZAwDYuXMn6tevjxYtWsBgMKBDhw4ICgrCjz/+mOT6oqKisGLFCrRo0SLRa6qq4r333kOXLl2g1+tRpkwZNG/eHBcvXgQA3Lx5E0FBQbh8+TIAoGHDhpg5cyZKliwJvV6Pbt26wWKx4Nq1a7h79y527dqF8ePHo2jRoihRogSGDx+ODRs2wGKxZM2PRVnGnduh3erVq+Hn54caNWpk7pcnt5Gd7dAuLi4O06dPR79+/RI8/992+P3336N///6oVq0afH19MXbsWFy6dAnHjh3j/tDDuHM7vH//Pj7++GN07949c74suS13boccH+Yd7twO7Tg+9Hw50Q6Tw/Fh3uXO7ZDjw7zDnduhp4wPGUR3c2fOnEHp0qVRsGBBx3M1a9bElStX8OjRIwCApmkJlilcuDDOnj2b5Pratm2LSpUqJfmav78/OnbsCEAEMk+fPo1t27ahbdu2AIDSpUvj5MmTeOKJJwAAzzzzDKpUqQIAiI6OxuLFi1GhQgXUqFEDZ8+ehV6vR0BAQILtjo2NTTS4Jffnzu0QAO7cuYOFCxdiypQpSa5z1apVaNmyJRo0aIB33nkHd+/eTd0XJ7eSne3QbsGCBWjQoAHq1auX4PnH26HZbEZoaCgCAwMdr/v6+qJcuXI4deoU94cexl3bISAGp3Xr1nW5ro8++ghNmjRBkyZNMHny5FSVyiL3487tkOPDvMOd2yHA8WFekRPtcPTo0WjYsCFatGiBefPmwWq1AuD4MC9z13YIcHyYl7hzO/SU8SGD6G4uMjISBQoUSPCc/XFkZCSaNWuGQ4cOYceOHYiPj8e2bdvw119/4cGDB+n+zMOHDyMwMBA9evRA586dU7xi2bdvXzz55JPYtWsXvvzyS3h7eyMyMhK+vr6QZWcTs2/3/fv3071tlDPcvR3Onj0bPXv2THDiZFe9enUEBwdj8+bN2Lx5MyIjI/HOO++ke7so52R3OwwJCcGWLVswZswYl++LioqCpmlJbtv9+/e5P/Qw7toOU8NeG/HXX3/FypUrcezYMUybNi3D66XslxvaIceHns/d2yHHh3lDdrZDo9GIOnXq4Nlnn8XOnTvx2Wef4ccff8QXX3yR6L0cH+Yt7toOU4PjQ8+RG9phbh8f6nN6A8g1SZJcvt6wYUNMmDABs2fPxsOHD9G6dWu0atUqQ5kU9evXx8mTJxESEoIxY8bAYrFgxIgRyb5/2bJliI6OxurVq/HKK69gy5YtLrc7pe9E7sed2+H+/ftx+vRpfPDBB0mu5/GdeIECBTBlyhS0b98eV65cQYUKFdK9fZT9srMdapqGadOmYfjw4ShUqFB6NxmSJHF/6GFyYzu0W7t2rePfvr6+GDVqFAYNGoSZM2fCaDRmeP2UfXJDO+T40PO5czvk+DDvyM52WLx4cUdZBAAIDg7GwIED8dVXX2H48OFp2mbuDz1LbmyHdhwfeo7c0A5z+/iQmehurnDhwoiKikrwXGRkpOM1AOjVqxd+//13HD58GLNnz0Z0dDRKlCiRoc/V6XSoXr06hgwZgm+++SbRLR//5efnh4EDB6Jo0aL46aefULhwYURHR0NRlETbXaRIkQxtG2U/d22HFosF77//PqZNm5bqA3yZMmUAgLfs5kLZ2Q7Xr18PWZbRpUuXFN9bqFAhyLKc5LYVKVKE+0MP467tMD3KlCkDVVVx7969LFk/ZZ3c0g45PvRs7toOOT7MW3LqPMWuTJkyuH//fqLzFI4P8xZ3bYfpXRfHh7lTbmmHuXl8yCC6mwsKCkJYWJijAQHAiRMnULlyZeTLlw8RERH4+eefHa9ZrVb89ddfKda8SsoPP/yAnj17JnhOVVXodLokrwpUqH8AAQAASURBVP507twZ27dvT/CcoijQ6XSoUaMGVFXF+fPnE2y3n58fsztyIXdth8eOHcPVq1cxfPhwNGjQAA0aNMDRo0cxffp0vPXWWwgLC8O0adMcdbkAOGpqlS1bNs3bRjkru9vh6dOn8fTTT6NBgwYYPHgwwsPD0aBBA/z9998J3ms0GlG1alWcPn3a8VxUVBSuXbuGoKAg7g89jLu2w5ScPXsWc+fOTfDc5cuXYTQaM23gTNnHndshx4d5h7u2Q44P85bsbId//vknFi9enOC5y5cvo3Tp0onOUzg+zFvctR2mhONDz+LO7dBjxocaub3u3btrI0aM0B48eKCdO3dOa9y4sfa///1P0zRNu3LlilajRg1t586dmsVi0ebMmaO1aNFCi4uLc7nODRs2aI0aNUrw3LVr17RatWppy5cv18xms3bz5k2tU6dO2ujRo5Ncx9SpU7UXXnhBu3r1qmaxWLQ1a9ZoNWvW1C5evKhpmqa9++67Wq9evbQ7d+5oN27c0Nq3b6/NnTs3E34Rygnu2A7NZrMWHh6e4L/u3btry5cv1+7du6eZzWatadOm2uzZs7W4uDgtIiJC69WrlzZ48ODM+2EoW2VXO7x3716CdvXLL79ozZo108LDwzWz2ZxoHatXr9YaN26snT17Vnv48KE2cuRIrVu3bo7XuT/0LO7aDu0OHjyoVa1aVYuPj3c8d+vWLa127dra8uXLNYvFol26dElr3769NnPmzAz8EpST3LUdcnyYt7hjO+T4MO/JrnZ45swZLTAwUPv55581q9WqHT9+XGvSpIm2YsWKJNfB8WHe4q7t0I7jw7zBXduhp4wPGUTPBcLDw7UBAwZowcHBWsOGDbXPP/88weubNm3SWrZsqQUHB2uvvvqqoxEmpU+fPlpgYKBWo0YNrWrVqlpgYKAWGBioHTp0SNM0Tfvzzz+17t27a3Xq1NEaN26sTZo0SXv48KGmaZp248YNLTAwULt06ZKmaZoWFxenTZ8+XWvSpIlWu3ZtrVOnTtoff/zh+KyHDx9qI0aM0GrXrq3Vr19fe//9912e9JN7c9d2+F+9evXSNmzY4Hh87tw5rXfv3lq9evW0Jk2aJFgX5T7Z2Q4fd/DgQa1ly5aOx0m1w88++0xr2LChFhwcrA0YMEALDw93vMb9oWdx13Y4ceJELTAwUKtZs2aCdW3atEnTNE07dOiQ1r17d6127dpay5YttQ8//JDtMBdz13bI8WHe4q7t8L84PvRs2dkOt2/frnXo0EGrVauW9uyzz2pLlizRFEXRNI3jw7zOXdshx4d5i7u2Q08ZH0qalglFk4iIiIiIiIiIiIiIPBBrohMRERERERERERERJYNBdCIiIiIiIiIiIiKiZDCITkRERERERERERESUDAbRiYiIiIiIiIiIiIiSwSA6EREREREREREREVEyGEQnIiIiIiIiIiIiIkoGg+hERERERERERERERMlgEJ2IiIiIiIiIiIiIKBkMohMRERERERERERERJYNBdCIiIiIiIiIiIiKiZDCITkRERERERERERESUDAbRiYiIiIiIiIiIiIiSwSA6EREREREREREREVEyGEQnIiIiIiIiIiIiIkoGg+hERERERERERERERMlgEJ2IiIiIiIiIiIiIKBkMohMRERERERERERERJYNBdCIiIiIPMG7cOAQEBLj877XXXsvQZ2zcuBEBAQEIDQ3N0mXS68aNG4m+c7Vq1dCsWTMMHjwY586dy5TPyczvNG7cOLRq1SrNy4WGhmL8+PF49tlnERwcjAYNGqBz585YsWIFNE3L8Hb9V0BAAObNm5fh9dh/uxs3biT7ntdeey3B3zA4OBitW7fGuHHjcOrUqSzbtuz0+eefIyAgAGazGYD4zt27d3e8/vh3+uuvvxAQEIC//vorzZ+Tnf2PiIiIyJPpc3oDiIiIiCjjJk6ciJEjRzoeT506FadPn8b69esdzxkMhgx9Rrt27dC0aVMULlw4S5fJqFGjRuGll14CACiKghs3buCLL75A9+7dsXbtWlSvXj1D68+J7/S4S5cuoWvXrqhbty5mzJiBMmXK4NGjR9i+fTvmzp2LmzdvYuLEiTmybZmlZs2aWLRoEQAgPj4ely9fxvr169GtWzeMGTMGffr0cbx337598PHxyalNTZe+ffuiZ8+eMJlMSb6eWd8pp9sqERERkadgEJ2IiIjIA/j5+cHPz8/x2GQyQafToVixYi6Xs1gsMBqNqfoMLy8veHl5pWm70rNMRvn6+ib43iVLlsTnn3+Opk2b4ttvv8XMmTPTtV5VVaFpWo58p8dt2LABVqsVCxYsgLe3t+P5gIAAKIqCkydPwmq1ZviiSU7S6/UJ/oZly5ZFs2bNsHDhQsyZMwcBAQFo1KgRAKTYxt1Rvnz5kC9fvmRfz+h3cpe2SkREROQpWM6FiIiIKA+xl3fYs2cPnnnmGUcJCUVR8Nlnn+G5555DcHAwGjdujLfffjtB2Y3/loYYOXIkOnbsiCNHjqBTp04IDg5Gq1atsG7dugwtAwA7duxAu3btEBgYiHbt2mHHjh0YMmQIevbsma7v7evrizJlyiA8PNzx3L179zB+/Hg0bNgQgYGBaN++fYLMfUAEphcvXoxBgwYhODgYISEhSZbI2LVrF7p3747g4GDUrl0bL7/8Mv78888E6/rnn3/QuXNnBAYGomXLlli+fHmi7fxvmY+kWK1WAEjyPcOHD8fSpUsTBNA3bNiAdu3aISgoCK1atcJnn30GRVEcr+/btw+vvvoq6tevjzp16qBTp07Yvn17sp+f2t/u9u3bGDRoEGrXro0GDRpgypQpiIuLc7nelLz11luoUKECFi9e7Hju8dInmqbhq6++crTjp59+GkOHDsX169dTXPfp06fRr18/1KlTB7Vq1UKvXr1w9OjRBO95/G/YokULrFixAtOnT0eTJk0c72nVqhXefffdBMv9t82k9HdOqkRNVFQU3n77bdSpUwf16tXD2LFjE/yeqWmr48aNQ+PGjROs114GafXq1QCA/fv3O8rH9OvXD8HBwWjevDk2b96MW7duYcCAAahduzaaN2+Ob7/9NsXflYiIiMgTMIhORERElAd9/fXXmDVrlqNkxqJFi7Bo0SK88847+PXXX/Hll1/ixo0bePvtt5Ndh8FgwP379/Hpp59i0qRJ+Omnn1CrVi1MmzYt2aBlapYJDQ3FO++8g7Jly2L9+vWYOXMmvvzyS5w9ezbd2dUWiwW3bt1CiRIlHI979+6NgwcP4oMPPsCPP/6IDh06YOLEidi8eXOCZTds2IC6deti69atqFSpUqJ1HzhwAG+99RaqVq2KdevW4bvvvkOJEiXQv39/nDlzBoAIgA4cOBAGgwGrV6/Gl19+iVOnTmHfvn0J1tW3b1/s27cv2TIfANC8eXNYrVb06NEDW7Zswf3795N978aNGzFlyhT07NkTP/30EyZMmIDly5c7ArQ3btzAm2++iXLlymHNmjX44Ycf0KhRIwwfPtyx7Un9lqn57UaMGIETJ07g008/xerVq1G6dGlHe0svSZLQokULHDlyBDabLdHr69evx6JFizB69Gj8+uuvWLx4MR49eoQ333zT5XqvXr2KXr16wWazYdWqVVi3bh2KFi2KPn364NKlSwCcf0Oj0ej4Gx4/fhw7duzIlqz/jz76CI0bN8amTZswYcIE/Pzzz4kC7Sm11dTQ68XNyvPnz0evXr2wefNmPPHEE5g2bRrGjRuHHj16YPPmzahXrx5mzZrlsr49ERERkadgEJ2IiIgoD3ruuefQoEEDR1C5V69e2L59O9q1a4dSpUohODgYXbt2xenTp10GaW/fvo3JkyejXr16KFeuHPr16wdFUZKcADK1y/zwww/QNA0zZsxAtWrVUKdOHUet7/S4e/cupk6dipiYGLz88ssAgN9//x0hISGYPn06mjdvjieeeAKDBg1Cq1atEgV68+XLh4EDB6Js2bJJlr5ZunQpypYti+nTp6NatWqoUaMGPvjgA/j4+DgydX/77Tc8fPgQU6dORVBQEKpVq4bZs2cnCgTny5cvxVIejRs3xuTJk3H37l2MGTMGDRs2RPv27TFr1qxEv/vXX3+NNm3a4PXXX0f58uXRunVrjBkzxjH5aPHixbFt2zZMnToVlSpVQtmyZTFs2DAoioIDBw4k+fmp+e2uXbuGw4cPY+DAgWjevDkqVqyIN998EzVq1HD53VLD398fVqsVUVFRiV47ffo0/P390bp1a0c7nj9/PubOnQtVVZNd54oVKwAAn376KYKCghAQEIA5c+bA19cXK1euBJD4b1i9enXMmTMH8fHxkCQpw98rJU2aNEGPHj1QoUIFdOnSBR06dHD0FbuU2mpatGzZEi1btkTFihXRs2dPxMXF4amnnkLr1q1RoUIF9O7dG4qiZNqEvURERETujDXRiYiIiPKgwMDARM8tX74ce/fuxb1796AoiiPAGxkZmezEhD4+PqhatarjcYECBQAADx48SPazU1rmwoULKFWqVIJgcqVKlVC+fPlUfbdZs2Zh7ty5AERtaLPZjICAACxduhTBwcEAgOPHj0OSJDz11FMJlm3YsCF27tyJqKgoFCxYEEDSv9XjTp48iWeeeSZBINXLywvVqlVzBBgvXLgAvV6fYFJTo9GIwMBAR6ZzWvTq1QtdunTB/v37cejQIRw+fBgrV67EypUrMXDgQIwcORKPHj3CpUuX0KVLlwTL2i8k2Lfh8OHDWLNmDa5cuQKLxeJ4LakgNZC63y4kJARA4t+ubt262LVrV5q/7+Ps25hUtn7Lli3x/fffo2/fvnjhhRfQsGFD+Pv7o1ChQi7Xefz4cQQEBDj+5vb116lTx1HSJbm/YVBQULr+hmn15JNPJnhcvXp1bNy4EXfu3EHx4sUBpNxW06JatWqOf9t/l8cvgth/0+jo6Ez7TCIiIiJ3xSA6ERERUR70+CSkADBx4kTs27cPY8eORZ06deDl5YXt27cnKhfxXz4+Pgke2wPJj2fHpnWZmJgY5M+fP9FyyQXy/2vQoEF44YUXHOsuVqxYggk4ARH40zQNDRo0SPC8/cLB3bt3HYHDpLblcY8ePXJcCHhcgQIFcOvWLcd7/Pz8EmUsJ7Vcanl7e6N169Zo3bo1AFGSZNy4cVi8eDHatWvnCHK6mlhy586dGDduHDp37oxx48ahUKFCkCQJbdq0SXaZ1Px2jx49SvL7ZeT72l27di3RRLp2zZs3x6pVq/DNN99g1qxZiI6ORnBwMCZOnIjatWvjhx9+wNSpUx3v79ChA95//31ER0fj5s2bqFOnToL1WSwWx9/f/jf8r8z4Tqnx38+xt+nH66Kn1FbT4vF2Y2+3ST3nqq8TEREReQoG0YmIiIjyOIvFgt9//x39+vVLMHFndpSoSIq3t3eCCUDtIiMjHRm3rhQuXDjFrPX8+fPDZDIlqn9u5+/vn6ptBcQFiaSytqOiohxBVx8fH8THxyf5nrSyWCwwm82JArrly5fH1KlT0bFjR5w/f94RXHf1Gb/88guKFy+OWbNmOf7ersr3AKn77eyZ2f+dSDQ93/dxFosFu3btQsuWLZN9T7169VCvXj3YbDb8888/+Pzzz9G/f3/s2rULrVq1Qq1atRzv9fX1dXynkiVLYsaMGYnWJ8uiAmZG/oZJLZdWDx8+TPJxvnz5Ur2OpPq0q0lsiYiIiEhgTXQiIiKiPC42NhaKoiTI9LbZbPjxxx9zZHsqVKiAsLCwBCVhLl26hCtXrmTaZ9SuXRtmsxlxcXEoX7684z8vLy/kz58/TfWka9WqhcOHDyfIyI2JicGZM2cQFBQEAKhYsSLi4uISfAez2YwTJ06kabstFguaNWuGiRMnJvm6fZLH4sWLw9fXFxUrVsSRI0cSvOe7775zTLT56NEjFCxYMEFwdePGjQCSzzBOzW9nn9Tyv/WyDx06lKbv+18fffQRoqKi0K9fvyRf37t3Ly5evAhATJBZv359TJw4EdHR0bh27Rp8fX0TbHORIkUc3+ny5cvw9/dP8LqmaY4LN/a/4eOlW+Li4nDs2LEE21CgQIFEJU4yo274P//8k+DxmTNnUKhQIRQtWjTV68ifPz9iYmIS/G3Pnj2b4W0jIiIi8nQMohMRERHlcQULFsQTTzyBjRs34vz58zh16hSGDh2KunXrAgAOHz7sKM+RHdq1awer1YopU6YgJCQEx44dw4QJE1C2bNlM+4yWLVuiatWqGD16NP7880/cvHkTu3fvRq9evTBt2rQ0rat///4ICwvD5MmTERISgpMnT2LkyJFQFAWvvfYaAKBNmzbw8fHB5MmTcfr0aZw5cwZjxoxxZELbxcTE4M6dO8l+ltFoxKBBg7Bt2zaMGTMGR44cwc2bN3HhwgWsW7cOU6ZMQf369R2lVvr164eDBw/iyy+/xJUrV7Bz50588sknqFixIgBRo/zixYv45ZdfcO3aNSxbtgzHjx9HqVKlcObMGUc5mrT+dpUqVULNmjWxYMEC7Nu3D5cuXcLChQtx+fLlVP2mNpsNd+7cwZ07dxAWFoYDBw5g6NCh+PbbbzF16tQE9boft3HjRgwZMgT79u1DWFgYQkJCsGzZMhQpUsQR2E/K66+/jpiYGIwaNQqnT5/G9evXsW7dOrz00ktYv349AOffcNKkSY6/4ejRoxPdERAcHIy///4b58+fh81mw44dO3Dw4MFUfe+k2APeu3fvxvr163H16lVs2LAB27ZtQ6dOndK0rlq1aiEuLg6bN2+Gqqo4d+4c1q5dm+5tIyIiIsorWM6FiIiIiDBv3jxMnToV3bp1Q8mSJTFgwAC89NJLCAkJwdy5c5OcxDGrBAcHY8aMGfjyyy/RuXNnVKlSBWPHjsVnn32WpgxxV4xGI1asWIF58+ZhxIgRiI6ORvHixfHcc8/hnXfeSdO6nnrqKXz11VdYsGABunTpAr1ej1q1amHVqlWOwG3RokWxcOFCzJ49Gz169EDRokXx+uuvo0SJEti6datjXcuWLcOCBQtw4sSJZH/z3r17o0KFClizZg1GjBiB+/fvw2AwoEKFCnjjjTfwxhtvQKfTAQC6du0KVVWxfPlyfPHFFyhevDh69eqFwYMHAwBee+01XLp0yRH8btWqFWbPno3169fj008/xaRJk/D111+n67f77LPPMHXqVAwePBheXl5o06YN3n33XYwaNcpRPz05p0+fRpMmTQCIcirFihVDvXr1sHr1asfksEmZMWMG5s2bh8mTJ+POnTvw8/NDrVq1sGzZMpe14cuXL49vvvkG8+fPR69evaCqKsqXL49x48Y5ShwVLVoUX3zxheNvWKRIEfTp0we+vr4JMuyHDRuG27dv49VXX4Usy2jVqhXeffddDB8+HIqiuPzeSbH/VhMmTMD333+PmTNnQpZlvPTSS3j33XfTtK7nn38ex44dw7x58/Dee+856sV37NgxXdtGRERElFdIGmeCISIiIiI3c//+ffj5+cFgMAAAFEVBixYt0Lp16wQTQxLltHHjxuHQoUPYuXNnTm8KEREREWURZqITERERkVu5dOkSXnjhBXTs2BH9+/cHAHz77be4d+8eunbtmsNbR0REREREeQ2D6ERERETkVipWrIjFixdjwYIF6NatG3Q6HSpVqoRFixahZs2aOb15RERERESUx7CcCxERERERERERERFRMuSc3gAiIiIiIiIiIiIiInfFIDoRERERERERERERUTIYRCciIiIiIiIiIiIiSgaD6EREREREREREREREydDn9Aa4kzt3onN6E3KMLEsoXDgf7t+PgapyrlnKGWyH5A7YDskdsB2SO2A7JHfAdkjugO2Q3AHbIbkDT22HxYr5pfgeZqITANEJJEmCLEs5vSmUh7EdkjtgOyR3wHZI7oDtkNwB2yG5A7ZDcgdsh+QO8nI7ZBCdiIiIiIiIiIiIiCgZDKITERERERERERERESWDQXQiIiIiIiIiIiIiomQwiE5ERERERERERERElAwG0YmIiIiIiIiIiIiIksEgOhERERERERERERFRMhhEJyIiIiIiIiIiIiJKBoPoRERERERERERERETJYBCdiIiIiIiIiIiIiCgZDKITERERERERERERESWDQXQiIiIiIiIiIiIiomQwiE7/Z++uw6Sq3gCOf6e3G3aXWLpTpLu7BLEFu7AL/dmKraiIXYgotgKCoAJKdzfsssR29+7k74/ZndiYDWZ3Fng/z+Pj3jj3nsvc986975x7jhBCCCGEEEIIIYQQl7SEhHgGDuzJ6dOxNSr/0Ufvc++9d5xXHV5/fS4vvfTseW2jNjz00Gw+++wjAJ544gmefvoJABYu/Nx2zCtXLmfy5DHV2u7w4f3ZsWOreytbS9SeroAQQgghhBBCCCGEEEJUxmAw8PXXX/DPP3+RlpaCWq2hdes23Hzz7fTo0dPT1avQypXLeeWVF9BqtQCo1RqaNWvO2LETmDp1OiqVCoA5c572ZDUr9M47H5Q7/6abbuOmm26r8XbXrt1c47J1TZLoQgghhBBCCCGEEEKIeu/jjxewc+d2XnnlDZo3b0l+fj4//PAtjz56P9999wsREZGermKFQkJCWbZsNQBFRYXs3r2TBQveZceOrbzyylsolZdOhyFGoxG1+sJKS186n44QQgghhBBCCCGEEOKCtXPnNkaOHEPLlq1RKpX4+flx6613MmfO07akbGFhIa+++iJjxw5lwoQRvPHGy+j1egCysjJ5+uk5jB8/grFjh/Loo/eTlJRY7r5ycnJ44YWnGTt2KBMnjuLZZ58kIyPdtnzjxvVce+00Ro0axLPPPklRUWGVj0On86Jfv4G8/fb77Ny5nVWrVgDw8svP89xzTwKQnp7Gk08+yvjxIxg9eggPPHAPcXHnKtxmder73HNP8vHHC7j77lsA+OKLT7jjjpuctjd58hhWrlwOwL333sFHH71fZp/llVuxYhlTp45jwoQRzJ//Nmaz2XZsr78+l/vvv4uZM68GYODAnmzdam2NfuWVk/j9959t29m6dTMDB1rfLjAajQwc2JN//lnNLbdcz/DhA3j88QdJSUnm4YfvY+TIgdx++0wSE8v/LN1BkuhCCCGEEEIIIYQQQlzicg25HEk7XKf/5Rpyq1XHJk2a8uefyzl+/KjT/DFjxhMW1gCAL7/8hDNnYlmy5DcWL/6Zo0eP8OWXnwLwwQfvkZmZwY8/LuW33/5EoVAwf/7b5e5r3rzXMRqN/PjjMn744TdUKhVz5z4PWBPWzz33JNOnX8WKFWsYO3aCLRFeHRERkQwfPop16/4ps+yzzz4mICCA335bybJlq2naNIoPPnivwm1Vp75jxkxg6dJfUanc2xo8NzeHI0cO8d13P/Puux+yYsUyVq9eaVu+YcN/XHfdTBYv/qla2y35gWTp0l956635LFr0PTt3bufRRx/g7rvv4/ffV1FQUMDPP3/v1uNxqkOtbVkIIYSoB/IMeby2fS5KlDzV9zm0Kq2nqySEEEIIIYQQ9UquIZcbV1xd7aT2+fLT+PHNhB/w0/hVaf0HHniUF198hltuuYGGDcO57LIe9O07gCFDhtv6G1++fClPPPEMwcHBAPzvf8+Rk5MNwKOPPonJZMLb2xuAgQOHsGjRl2X2k5OTw5o1f/Httz8TEBAAwF133cv06RPJyMhg9+4d6HReTJt2FUqlkv79B9K5c1cKC6veGr1EVFQzDh06UGZ+ZmY6oaEN0Gq1KBQKHn748Qq7fKlJfTt16lyj+rqi1+u5+ebb8fHxpU2bdvTrN5CtWzczbtxEAMLDI+jbt3+Ntz9y5BhCQkIJCQmladNmtG/fgTZt2gLQtWt34uLOuuU4yiNJdCGEEBcts8XMa9teYmvCFgC2xG9iSNNhHq6VEEIIIYQQQoiaaNgwnAULPiUmJppdu3awd+8uXn99Lp9//jELFnyKTudFTk42kZH2vtFbt25j+zs2NoYPPpjPyZPHKCgowGQyERgYVGY/CQlxmM1mZs26xmm+SqUiKSmB5ORkGjRo6JTUbtKkKSdPnqj2MSkUCjSaso29brnlTh577AG2bNlI3779GTZsJD179i53G3VZX1e8vX0IDQ2zTTdsGO70A0FERMR5bb9hw4a2v3U6HQ0aOE57UVSkP6/tuyJJdCGEKJZakEp87jm6hHVDoVB4ujrCDRYe+sKWQAfYkbhNkuhCCCGEEEIIUUpJi/Cz2WfqdL9NA6Kq3ArdUcuWrWjZshUzZlxDWloqt98+i59+WsINN9wMgNlsKbfcU089TufOXfn++9/x9/fnjz+W8umnH5ZZT6GwJpt//XUlQUFBZZZv3761zDyTyVzt4wA4ceI4UVHNysxv06YtP/64lO3bt7J162aefvpxJk+exj333M+1106z9eU+c+YtDBgw2GV9d+/eWe36Wizl/xu6olKVbSmv0Whsf1dnMNHy9l/yudin6y53I0l0IYTAenF+9N8HiMs9x4SWk3igxyOSSL/ArT/3L0uOLHaatzNpOxaLRT5bIYQQQgghhCjFT+NHh9COnq5GhZKTk1i06EvuuGO2rcsSgNDQMNq0aUtWVhYBAQH4+flz7twZ2rfvAMCxY0c5ffoUvXr1JSEhnldeeRN/f3+ACltiR0Y2QqlUEhNzkh497INbZmZmEBbWgLCwBqSmJmM2m22tu8+ePV3tY4qPj2PDhn954YVXyizLzs7C3z+AgQMHM3DgYEaOHM2cOQ9xzz33s2TJr07r5ubmVru+Z87E2srrdDqMRoNtuqiokKyszGofT25uLllZmbbW/UlJCU6txV3R6XQYDEbbdHJyUrX3X5tkYFEhhAAS8uKJy7WOcr0iZjkf7VtQo19dRf0Qk3mSN7Zbb0JCvEK4s9s9AKQVpBGTddKTVRNCCCGEEEIIUQPBwSHs2LGNuXOf48yZ05jNZgoKCli9eiU7d25n6NDhAEycOIXvvvuG1NRUsrIyeeedN4iOPom/vz/e3j7s2bMbk8nEqlUrOHLkEHl5ueTn5zvty8/PjxEjRvPJJx+QnJxEUVEhH3+8gIcemo3FYqFnz97k5eWxdOmvGAwGNmz4l6NHj1T5WPR6Pdu2beHBB+9h0KChDBw4pMw6d955M4sXf01RURFGo5GjRw/TqFHjcrdXWX179eprq69er+fff9dw7Jh9cNamTZtx5sxpMjLSAfj220XodLoqH08JrVbLwoVfUFBQwLFjR9myZXO5x1aepk2j2LdvD2Dt491xQNL6QJLoQggBHE13/rL77cTPfHnwU0mkX4Cyi7J4bvNTFJmKUCvVPN//ZUY3G0tJ2/Mdids9Wj8hhBBCCCGEENWn0Wj44IPPCQ0N46GHZjNq1CBmzJjMypXLmTv3dfr1GwjArbfeSevWbbj++ulcd910WrRoxa233olarebRR5/g228XMmHCCA4c2Mcrr7xJgwYNueGGGWX299BDjxEZ2Ygbb7yKSZPGEBNzktdem4dCoaBhw3Cef/5lvv9+MePGDWP16j+ZNm0GJpOxzHZKpKenMXx4f4YP78/48cP58MP5zJhxLc8++1K567/44mts27aZSZNGM3HiSLZs2cyzz86tcPuu6hscHMwzz7zEkiXfMH78cNas+ds22CfAgAGDGDRoKLNmXcvMmVcTEhJCo0aNMZlMVf14MBqNhIY2oHnzFlxzzVQeeeRepk6dzuDBQ6tU/tZb7+Ls2TNMnz6Rxx9/kKlTr7Rttz5QWCRDZJOSkuPpKniMWq0kONiXjIw8jMaa9eEkxPny5Hn40d4F/HriJ/y1/jTwbkBMVgwAMzvdzI0db6rTuoiaM5lNPLHhUfYm7wbgkZ5zGNtiPAD3rbmLo+lH6NqgG28PnV/hNuR6KOoDOQ9FfSDnoagP5DwU9YGch6I+kPNQuNtHH73PoUMHWLDg0yqXuVjPwwYN/CtdR1qiCyEEcDT9MADtQzrw2uC3aeofBcCiQ1/xw9HvPFk1UQ2f7v/IlkCf0nqaLYEO0CuiDwCHUg+QZ8jzSP2EEEIIIYQQQghx4ZEkuhDikmc0GzmRcRyAdiEdCPYK4Y0h7xDp1wiAzw98wtKTv7rahKgH/or9k19P/ARAtwaXcVe32U7LS5LoJouZPcm76rx+QgghhBBCCCGEuDBJEl0IccmLzTqFwWwdhbpdiHX07jDvMN4c/A4NfayjSC/Y8x4rY/7wWB2Fa0fTj/DurrcBCPcJ55l+z6NWqp3WaRfSngCtdQT3HQnb6ryOQgghhBBCCCFEfXH33fdVqyuXS50k0YUQlzzHQUXbBbez/R3uG8GbQ94lxCsEgHd3vck/p1fXef2Ea2kFaTy/+SkMZgNalZYXBrxMoC6ozHpKhZKeEb0A2JG4TQaNFUIIIYQQQgghRJVIEl0Icckr6Q89wjeC4OKEeYlGfo15Y8g7BOqCsABv7niV9ef+rftKinLpTXpe3PIMaQVpADza8wlaBbWpcP2SLl1SClI4nR1bF1UUQgghhBBCCCHEBa5eJ9HPnTvH3XffTe/evenXrx+PP/44WVlZ5a67YsUKxowZQ5cuXZg4cSKbNm2q49oKIS5Ux9KPAtAuuEO5y5sFNOeNwW/jr/XHbLHwytYX2BIv1xhPs1gsLNjzLofTDgFwTfvrGBY1wmWZy8N72f7enri1VusnhBBCCCGEEEKIi0O9TqLffffdBAUFsW7dOpYuXUp0dDRvvPFGmfUOHjzInDlzeOCBB9ixYwezZs1i9uzZJCYmeqDWQogLSb4hnzM5sYC1z+yKtAxqzWuD3sZH44PJYubFLc+yK2lHHdVSlGd59O/8eWoFAL0ienNz59srLRPsFULb4i57diZur9X6CSGEEEIIIYQQ4uKgrnwVz8jJyaFz5848+uij+Pr64uvry7Rp0/j666/LrPvLL78wePBgxo8fD8CMGTP46aefWLp0KXfeeWeV95lxMh0A7zAfvIK8bPPzU/IpyipEqVYS2DzINt9kMJF92toy3jfCD62f1rYsNyEHQ54BtbcG/8b+tvnGAgM5cTkA+DcJQO1l/whyzmZjLDKi9dfiG+5nm6/PKSIvKQ+AwOZBKNX23z6yYjIwmy14BXvjHeptm1+YUUBBWgEKpYKglsG2+RaLhczoDAB8GvqiC9DZ65yUS8bpDCxKBQHNAu3HqTeRfcZ6nH6R/mh8NWWOU+Ojwa+R/TgNeQZyE6zHGdA0AJXOfpzZZ7Iw6U3o/HX4hPva5hdlF5GfbD3OoJbBKJQK27LMmAwsZgveId54hdiPsyCtgMKMApRKBYEOx2k2mck6lVnuceYl5aLP0aPSqgiIcjjOIiPZZ7Otx9nIH42P/Thz4nIwFhjQ+Grwi3Q4zlw9uYm51uOMCkSlVdmWZcVmYjaa0QV64dPAx36cWYXkp+Rbj7NVMAqFw3FGZ2CxWPAO9cYr2OE4U/MpzCxEqVIS2CLIfpxGM1mx1uMsfQ6WHKfaS41/kwDbfGOhkZxz1uP0b+yP2tvhOM9lYyw0ovXT4hvhcA7m6skrPs4y52DxcXoFeeEdZj/OknMQILi1vYsUx3OwbKzlYUouIDe/CF+HOjvGml+EH5oqxJoh30BufPmxVnIOav21RCtPYi7uG7u1to3tOhDYIgilyjnWGpgb8EKnl3nm4JMUGgt5btNTfNr3K7zzvcvGmtlCZkz5sZafnEdRdlHZc9BVrMXnYMivJNZKnYO2WAvQ4dOw9mPNN9wXrX/lseZ4DtYo1poFkm5I5+N9HwDQMr8ls8PupzC10CnWCjMLKUgtG2s9I3oTfzSOmORoMjqkE9zQfn4WpOZjzNFDmB6C7eeZy1hLzEWfW06subrel8Ra6eu9q1g7lYnZVHGsKRQKglpVcL1v4IMusArfa47nYA1iraLrfenjdDwHy4u1cr/X0gsoSC/ne81VrCXlUZRTTqw5Xu8rirXS56CrWDudhclQSayVvt6XxFrp631xrGm0KoIvt2/L6RysINbUOjX+Tat4va8g1hzPwYBmgag0lX+vOcaa4/UeHO6tSh1nTe6tahRrFd1b1XGsqTSqiu+tqhpr53lvVTrWSs7B0rFWcg4qlArC2obaj9PNsVbh9b4msVaTe6uS7zVX91ZujDVX91ZVjrUK7q3Avc8xtlirh88xJcdZJtZK7q1cxVo9fY4pfZyunmOqFGvyHFPt55iqxprFYiHjRDpGk7lGseaO5xi3xlpF91YucgZ1/hxTRzmDOnuOqWKsVfQcA5B2PI2szHw0QbryY63UOVij5xjHWKvoOcaNOQNX91ZVjrXzfI5xlTOoMNY88RzjiZxBOdd7k38BejVoHOpcYayd571VTXMG1X2OadDAvq2K1Nskur+/P6+++qrTvPj4eEJCQsqse/jwYQYPHuw0r2PHjhw8eLBa+9zy/HpQQOdZ3Wg5tpVt/pm/Y4j58yQ+YT6MfH+sbb4+s5AtL6wHoNfDfYns1ci27MTPR0nYHkdohzAGPGuvW1Zcjq3M4FeGE+RwI3Hgsz1knsqgycAoeszuaZufeCiF3R/sBGDMJxOcAnvn21spyi6izdR2dLi6k21+wqZzHPnhECqtiglfT7HNN+lNtv13vfUymo9sAYBKpeTILwc5svwYfpF+DHt7lK1MYXKerUzfOf1p2D3CtuzYd4dI2ptIwy4N6fu/gbb5GWey2PLKRgCGvTnS6YK876Nd5JzLptmw5nS7o4dtfvy+JPZ+uhuA8V9NRu0Q2Ntf3YSx0Ej7GR1pO83eWjhu/WmO/3oUrZ+WsZ9NtM03FBltdb7s7p40HRxlWxaz7ARn158msFkQQ14bbpufH19gK9P/mUGEdWxgW3bkm/2kHkoh4vJIej/azzY/LSaDbW9uAWDEu2PQOXzB712wk7ykXFqMaUWXm7rZ5p/dlcCBr/YBMHHxVKeL7ta5GzAbzXS6vgutJtr7dT67NpaTy4/jFezF6A/H2+YX5uptde75QG8a9W1iW3byl6PEbTlHcOsQBr001DY/JzHXVmbQi0MJbmOPqUNf7SP9eBqN+jam5wN9bPOTj6ax871tAIz+cBxahy/r3e9soyC9gFYT2tDphi62+Unb4jn07QEUSgWTvr3CNt9isdj23+WmbrQYY4+1Y39Gc/afWLQhXgx/d7Rtvj7D/tn0fqQfET0jbctO/HiEhJ3xhHVsQP9nBtnmZ53LZstLGwAY8upwvBy+YA9+tofM2EyaDorixLATKBTWQSdD4oLY8ol1P2M/nYja3x5rO97cgj5XT9sr2vPS4Fd4/N+H0ZuL2LFqK5p1KtQ6NeMXTratb3Q4B7vd3oNmw5vblp1aeZLTa07h39ifYW/ZY60gySHWnhxAw67htmVHvztI8r4kGnYLp+8TA2zz009nsvVVa9cyw94a5XRTsO/DneTE5dBsRAu63XaZbX7c3iT2fVYcawsno1Y7xNormzAWGWl/VUfaXuEQa/+d5vhvZWNNX+AQa/f0pOkgh1hbepyzG84Q1DyIwa/aYy0vNd9WZsAzgwh1jLVF+0k9nEJkz0b0eqSvbX7qyQy2v22NtZHzx/B97DcYLQZUSiUTd05k3z+7aDmmFZ0dYi1lVwIHFlpjbdJ3V9i++Ps36U/M78dQmBVsD97MhJn2z+3MP6eIWXmSgHA/hs8fY5tfmFPkEGt9aNS3sW3ZiV+OEL81jpC2oQx8YYhtfk6i/fMc9NJQp4ewg1/sJeNkOo37NeHy+3vb5icfTWXne9YW8qM/Go/W4YZx1ztbKcwopPWktnS8rrNtfkmsKdVKJn4z1TbfbDLbY+3mbrQYbY+106ujObU6Gt9wP0Y4xFpRmj3W+jzWj/Ae9lg7/sNhEnclENapAf2ftsdapkOsDX19hNNN3oFP95B1OpOmg5tx2d2X2+YnHExhz0fW77Vxn09ErSsn1qa1p/2Mjrb58RvPcvSnw6i91Iz/yiHWCu3nYPc7ehA1rLlt2akVJzi9Lhb/JgEMe3OkbX5Bov37u9//BtKgS0PbsqOLD5B8IJnw7hH0mdPfNj/9VAZbX98MwPC3R6FrVCrW4nNoPrIFXW+1x9q53Yns/2IPABO+noJKY7/eb3t5Iya9iQ5Xd6LNVPuAxuf+jeXE78fwCvSixQ8zUBV/RxTlG2x17jG7J00G2mMt+vfjnNt4hqAWwQx+ZZhtfm6KQ6w9N5jQ9mG2ZYe/3kfakVQiezem10P2633KiXR2zLN2dTTy/bHowuw3rHve205+aj4tx7Wm88yutvnJOxM4+LU11iYvmYajrS9uwGKx0OnGrrQa39o2/+yaU0SvOIF3iDejPhhnm2/Icri3erAPkX0cYu3nI8RvKxtr2fH277XBc4c5PYQd/GIPGdEZNOnflB732btzSjqcwq73rW8Tlb632jVvK4WZhbSZ3JYO19pjLXFLHIeXHESlUTFhkf3eymy0x1rXW7rTfFRL27LTq05y6q8Y/CL8GP6OQ6w5XAdLx9qxJYdI2pNIg84N6feU/d4q81w2W+YWx9obIwhoao+1/Z/sJvtMFlFDm9P9Tvu9VcKBZPZ8vAuAcV9MQq2zn4M7Xt+MId9Auys70G66vTuzhI1nOfrzYTQ+GiYutB6nSqXEaLKfg93vvJyooc1sZWL+OMGZf2MJiApk6Ov2brXyE+zXlH5PDaRBZ+dYSzmYTPhlEfR53B5raTEZbHvDGmsj3hmNzuEBfe8HO8lNyKH5qJZ0vaW7bf653Yns/3IvABO/mer04L7t5Y2YDCY6XNOJNlMcYm1dLCeWHkMX6MWYj+33Vo6xdvl9vWjcv6ltWfRvxzi36SxBLYMZ/LJDrDl8fw98fggh7ew/Phz+ai9px9LKxtqxNHa8a723GrVgLLpQh1h7dzv5afm0Gt+GTjc63FvtSODQN/tRKBRM+s5+bwXY9t95ZldajrPHWkXPMU6x9lBfInvbn2OO/3TE+hzTPowBz1XwHPPyMKdEwIHP95AZk0GTAU3pca891hIPp7J7QfmxVuFzzOZzHPn+kC3WSq6DCgvlPscAxK6KJvbvGPwi/Rk+z+E5xuE6WOY5poJYc/Ucs//jXWSfzS4Ta66eY3a8thlDgYH2V3ak7XT7vVX8hjMc++UIWl8tYz+v4DnmrstpOsQh1pYf58x/pwlsFsiQ1xxizfE55ulBhHWy31uVxFpEj0h6P1bBc0zpWCt5jhndki43d7fNd4q1Cp5jOl7XmdaT2trLrIvlxLKyzzFFefbnmMvv703jfpU/xzjF2gtDCHH4oa8qzzGjPhiHNqQKzzHb4zm02Pk5puQ83Pjcf1gslrI5g79iiFl1Ep8Gvox0uId0+Rzz0xESdsSXnzN40Vqm9HNMRTmDhIMp7PnQem819tOJzrH21laKcsrGWvymsxz98XCZ5xjHnEG32y6j2Qh7rFX0HOOUM3hiAA27lfMc0zWcvk/an2OqlDMY3pxut9tjzek5pnTOoOQ5poo5A32hi+eYCnIGeWkunmMqyBmkRmew/a3i55j3xqBrWDZn4PI55tsrbD8WqFRKVj/+N/oiIx2v6+ycM1hzipN/lL23cn6OKZUz+NUaayFtQhj44lDb/JwEFzmDL/eSfqKS55gKcgatJ7ah4/VlcwZKlZKJi6fa5lvMFecMzqyOJqac5xh9ukOsPdqPiMsrf45xyhm8NhyvZkG2ZS6fY0pi7bPyn2Nyu+axdO9vfP31t3h5edufY0rF2heffcqa7/7m6vBr6H7H5aVyBic4vba855jcip9jvj1I8v5ycgaxmWx9zZozKPc5prycwZ5E9n1e/nPMlrkbUZgstJ7entZTHK73xc8xOn8dYz6dYP9sXOQMKnqOccoZPDuY0A7lPMf0akSvhyvOGega2GNtz/wd5Kfk0XJsazrPKv85pu2qG6lMvU2il3bgwAG++eYb3n///TLLMjIyCAoKcpoXGBjIiRMnqrUPjVaFAgV+fjqCg+3/2L6+OrQaNVqd2mm+1ghajfWfMCDA22mZt7cGrUaNl5fGab4xMN9WJjDQuYzOS41Wo8bHR+s0P8vf21YmONj51ymtVo1FY8LXt1Sd/ax1VmlVTvNNepNtW/7+Xk7LADRqVZnjVOU7lCl1nF4lx+ntXOeiAHudA4N8CHQ8Tp2aIo0a71LHme7v5XScjl/8Wq0apcl6XOV+NlrnOuu1mgqP08dHi1ajRuflXEaRZajw8/Tysm7Pu9Rx5jscZ1CQD36ljtNQzueZ4ud8nI43n1qNGrPCXOFx6rTO51MBSofjLHUOFh9n6XPQHFhoP87Aqh1nToCXw3H64u3whajVqjFp1BWegwqlwmm+xWKxbcvPz6tU3Fh/LdaUOm+1BhzOQa/yz8FSx2kIzHOINZ9SsVZ8nD5aYvNPolIpaR3SmtCgQPtxBvug83eONTRmfH119G3fE/+tfuQb8sk2pROpiURd6hw0FhkrPwd1znVW5ZkqPAe9vbXlfjaFpc7BAKdzUENROedgmVjTlYo1c9nPpqJYK1KrKzxOb1usOR8nGXqHc9Cn3HPQy9u5TJ7DOVigymb1mZWoVEomtJlA2K4Q8vLy8Cl1DpaOtZIker/AnvygWozRYuR0XkyZ49QU/6gQEODQssOirPAcLPlsSp+DpsCCCs9BL4dz0CnW/J0/T8dY02k1mDXGCmNNqVY6x7rJXGGs2c9B589TU2RxOM7yz8HSx6kPyHU6zqAqfK9lOpyDQcG+aH3tLUUcY6284ywTa4X2WPOr6BwsdZzKXGOFseZVcpylzsGCUt9rjrGm1ZUcp3Od00rFmmOrD61WjcmiqPB6r9E4n4dFKsdY8y7/8yz1vWZJL6r8HCwTa87noG+p4zSWc733K/5sSo7TkUajAgsV3luVvg7qTIpqn4OO91alv9d0FcRadqlY83Jo0arVqjFr1GWuKbZY05SKNaOrWCv/HlJdaHZvrOnKj7WMUuegYyserVaNwmCpMNY0WrXt/AsI8Magqfh6X9E1RZHt4t7Ku/x7jtKx5l/qOPXlHGdqqeN0TKJrtWpMKCr8XtOVuqYUKlVuvbfSVRBruU6x5otPsL1VVEms+fhqy481RdlYq+gcrOg5xjnWSn+vVeU5pmrfa1mlPpuqPMf4FX9/l36OCXD4N6vqOaguqEKslfpsnJ5jAks/x2jKjbXKnmMURkuNnmMq/l5zrnNVnmNKH2d+JbFmKOd7LbUKzzFlroMVPMcUKlQVfp5VibWKv9dcPcf4OMWaTqfBpDFUeA6W9xxTcp9Y+nvNx7f8c9DVc0xF13vXzzFVubcq+xzjKtZK31s55gxKn4MVPsfkV/4c4zLWKsgZlD4HK80ZmKuRM9BUP2dAZuXPMa5yBoEV5Qwqe45xaHEP1rxN6eP0qeA4nZ5jSn+veZf/vOb4HFPx95qr55jycwYV3VspVKVizVxxzsDHV8cHZ98n/3Q+47Sj8fW1LtPorWU2Z2zmldlzefXVV5k2bZrTcbo71oKDfZ1a9mu1anIV2Xz11+d8uehLIiPDMJvN/L71Z1afWY3erOfvh1bz0ksv0bRpU+6bfQ8rFi9jb95uBvkPKPcesnrPMeV/NoUunmMqyhm4eo7RaFQYTcYyZWqSM6gw1pxyBlXLW+WVylv5loo1l/dWVaSwWIr7MajHdu3axd13383s2bOZNWtWmeVjxoxh5syZXH/99bZ577zzDrt27WLx4sVV3s/JrWdQKhV4NyjbxURRZhFKTTmvZsU6vAbp7/C6SHzJ6yLlvHJ8rvh1kaalXhc5m4WpsPh1kYhSr707vi7i8GCQGZOBxWTBK8QL79BSr8WkFr8uUvq1mJPFr4uE229kVSolygITqecyQaUg0OEXOJPe4RW0Rn5ofMs5Tp/SrxzryY23vkbhHxXglKTLPpOFqciENkCHb+lXs5IcXhdROr8uYjFb8Ar1xtvp1ax8CtMLUajKeQ0yJrPMcULxK0s5elS6Uq9mFRnJOVP8ukjjUq+LnMvGWGC0vi7SqNRr7wkOr4uUfjXLYEYXpMPH4RewoqxC8pOLX81q7fxaTMbJdLCAd1ip195T8ynKKEShVjq9vWA2OryCVuocLDnOMudgoZGcsyWvZpXzGmSBEY2fFr9Ix1eWHF7NalHOq1kGM7pgL3xKv5qVWvwapMMv147nYOlYK0ovQG2E/EID/lGlunMpibXIUl0nVRBrhnwDuXEVxFrJOeiv5bbtN5OUn8i4lhO4v/1D9lhrWc5r7w6xdu8/d3M49SD9/QbySLvHysaa2eE1yPByXoPMKipzDrqKtZy4HIz5rmOt9DlYcpy6wHJezfJkrDmcgzWJtU+SPuKvc6tQKlQsmvAdvqk+5cZaYWYhBSnlx9rcH55ne+I2AhsGseia72zL8lPzMWQXERjsiyrMC5PJbD1OF7GWm5CLIbecWHNxvS85ztLXe1exlnkqE4vRRawpyuk6qeR637B0FxMVfK85nIM1irWKrveuvtcqibUSBekFFKaV873mItbykvLQZ5eNNafrfQWxVvocdBVrWaczMevNrmOtdTmvvZstZa73JbGm1qiIuqwR2dkFmExmp3OwwljzUjm1Tq7S9b50rDmcgwHNy3kNspJYc7zeA2ScKOlionR3LjW4t6pBrFV0b1XnsaZVVnhvVeVYO897qzKxVnK9Lx1rJdd7pYLQtqEEBHiTnV2A0WByb6xVcA7WKNZqcG9lO04X91ZujTUX91ZVjrUK7q3AIdbc8Rzjxlhzx3OMSqUkIMCbrKx80o6lAeXEWvG9latYq7fPMaW+11zeW1Ul1uQ5pvrPMVWINZVKib+/F6d3x2E2WWoWa+54jnFjrFV4b1VBzgDq/jmm3uUMzvM5pqqxVtFzjEqlxJCYT05OAbpgr3JjrfQ5WKPnGMdYq+A5xq05Axf3VuXF2jU3X4neoOe++x9kwoRJgP0cvPfpu0jPSmP2vQ8wcaK11ff55gyq8xzz2eKPOZt0hvkffATAkiWLWfzN17z48CtEhEey6I+vOHToIN988z1YYOUPf/D+V+/w47e/EdDAfq5VdL33SM6g1PU+OzYTXx8dJp0SbaBjdy4VxNp53lvVKNZq8BzTsrf97cOK1Psk+tq1a3nsscd49tlnmTJlSrnrXHPNNQwcOJB7773XNu/ZZ58lMzOT+fPnV3lfKSk5513fC5W6uAVjRkYeRqPZ09URl6i6Pg8zCtO5arn1Fc0HejzCxFaTKylh9+6ut1gRs5wI3wi+Gf9DbVVRlHI6O5Y7/roJs8XChJaTePDyR2u0ndWxf/LWjtcA+GLMIqIC7K9Ky/VQ1AdyHor6QM5DUR/IeSjqAzkPRX0g56HVlVdOokePniQlJfLeex/Z5sfGnuLRR+8nIiKS8eMnMX68NcH+668/sWTJN2RmZhAV1Zy77ppNr17WbkCysjJ5881X2b17J2azic6du/LYY/8jPDwCo9HI0KF9efnlN1iyZDEnTx6nSZMonnnmRVq1al2mXiaTiQkTRvDkk88xZIi1a5IbbriKyZOnctVV1wGQn5/H+PEjWLDgUzp37orZbGbq1HHce++DjB49rsw266OL9TysSp/oykrX8KDdu3fzxBNPMH/+/AoT6ABdunTh0KFDTvMOHDhA165dKyghhBBwLP2o7e8OoR1crFlW8wBr34CJeYnkG/LdWi9RsW8OLcRssaBRari+Q9k3k6qqZ7i9/74didvcUTUhhBBCCCGEEHVgwIDBHDiwn+TkJNu81atXMmzYSKf1duzYysKFn/PSS6/z55/rmDnzZp544hGSkhIB+OCD98jMzODHH5fy229/olAomD//bQDUamvL9CVLFvP00y+wYsU/+Pn58fnnH1GeI0cOk5eXx2WXWfvxLyoq4vTpU7RrZ881+Pj40qRJU44ePQyAUqmke/ce7Ny53U3/MqI21dskutFo5Omnn+bxxx9nwIABZZbPmjWLlStXAjBjxgw2bdrEypUrKSws5JtvvuHMmTNMnTq1jmsthLiQHE0/AoBWpaVZQItK1nbWPNC+/unsWHdWS1QgOvME/51bB8CkVlNp4NOgkhIVC/UOpVWQdYAaSaILIYQQQgghhJXq5IlK/3NiMFS6vjL2lHOZgoLyt1VF/v7+9O3bn9Wr/wSsXcD8889qRo8e67Teb7/9woQJk2nfvgNqtZohQ4bTuXNX1qz5C4BHH32SN998Dz8/P7y9vRk4cAhHjx5x2sbo0eNo0qQpOp0XgwcP5cyZ0+XWKTY2mrCwBgQEWLslyc7OwmKx4O8f4LSev38AmZmZtumWLVtx6lR0jf4dRN2qeu/pdWzv3r1ER0fzwgsv8MILLzgtW7VqFWfPniUry9oPUNu2bXnrrbd4++23mTNnDq1ateKTTz4hLCzME1UXQlwgjmVYvxzbBLVFraze5bC5Q9I9NvsUHUI7urVuoqyFB78AQKfScU376857e70i+hKdGc3+lH0UGgvxUntVXkgIIYQQQgghLmK+zz/legWFguxv7F2aKrKyKi1jDmtA7rsf2KZVZ07j+9KzAGQv/rFG9Rw7dgKffvohN954E/v370Wn86JNm3ZO68TFnWPTpvX88MO39rqYzbRo0RKA2NgYPvhgPidPHqOgoACTyURgYJDTNiIjI21/a7VaioqKyq1PVlaWLYEOOPUjXprjsoCAQDIzsyo/YOFx9TaJ3rNnT44dO1bh8rVr1zpNjx49mtGjR9d2tYQQFwmLxWLrzqVdSPW6cgEI8gomSBdEZlEmsVmnKi8gzsvhtENsTdgCwBVtriTYK6SSEpXrFdGb749+i8FsYF/KXvpE9j3vbQohhBBCCCGEqH39+g3gtdde4tixo/z1159lWqEDKJUK7rzzXq677sZyt/HUU4/TuXNXvv/+d/z9/fnjj6V8+umHTusoFFXvxKN0clypVJKd7Zwgz8rKJCgouNwyon6rt0l0IYSoTfG5ceTorYMJt69BEh2geWBL9ibv5lSWvHpV2xYe/BwAX40vV7W7xi3b7BjaGR+ND/mGfLYnbpUkuhBCCCGEEOKSl/f8y9Va3xIYWGkZi9o5/WiKalbt/ZSm0WgYPnwUa9f+zX//reOzz74us07jxk2IiTnpNC8xMZHw8HAyMzNJSIjnlVfexN/fOqjkyRp2LwMQGBjolDDXarW0bNmaY8eO0L27tZ/07Ows4uLO0bFjJ9t61qR6YJntifqn3vaJLoQQtamkKxeoeRK9RWDxK2DZ0hK9Nu1N3s2e5N0AXNn2avy1AZWUqBq1Uk2Phj0B2JkoA7kIIYQQQgghhKl1m0r/c6LRVLq+uXmpMci8vcvfVjWNHTuBpUt/pWnTKCIjG5VZPmXKNNau/YctWzZhMpnYvXsnM2dezdGjh/H398fb24c9e3ZjMplYtWoFR44cIi8vl/z8/GrXpXnzVqSmppCTk2ObN3XqdL77bhEnThwnNzeXd999i3btOtChgz2JHhMTTfPmLWv2DyDqlCTRhRCXpKPFXbkEaAOI8I2sZO3ylfSLnlGYQVZRpruqJhxYLBa+Km6FHqANYFqbGW7dfq+IPoD1zYS4nHNu3bYQQgghhBBCiNrTuXMXgoKCGT16XLnLe/Xqy+zZ9zNv3uuMGjWIt956lUcemUOHDp1Qq9U8+ugTfPvtQiZMGMGBA/t45ZU3adCgITfcUP3nzg4dOuLj48O+fbtt86ZOnc7kydN4+OF7mTJlDDk52cyd+7ptucViYe/e3fTs2bv6By/qnHTnIoS4JB1Lt7ZEbxfSvsZ9kDUPdBhcNOsU3Rpe5pa6Cbsdids5nHYIgKvbX4ePxset2y9Jolv3tY3G/k3cun0hhBBCCCGEEO7z88/Lnaa///5Xp+kFCz51mp4+/WqmT7+63G2NGTOeMWPGl9reb7a/N27c6bRs6tQrmTr1ynK3pVKpmDTpCpYt+42BA4fY5t96653ceuud5ZbZuPE/zGYzQ4YML3e5qF+kJboQ4pJjNBs5kXEcgPYhHWu8nWYBzW1/S5cu7mdthf4ZACFeIUxpPc3t+2jg04AWxT+G7Ejc5vbtCyGEEEIIIYS4NFx77Q0cOnSAI0cOVbquyWRi0aIvmTnzFry8vOqgduJ8SRJdCHHJic06hcFsAKBdDftDB+sgl+E+4QCcyopxS92E3ca49ZzMtA7scn2HmehUulrZT0lr9L0pe9Cb9LWyDyGEEEIIIYQQF7eQkFCeeOIZ5s59jqKiQpfrLl68EH//QGbMuKaOaifOl3TnIoS45BxNtw8q2i643Xltq3lgC5Lyk4jNkpbo7mS2mPn60JcAhPuEM67FxFrbV6+IPvx47Hv0Jj37UvbQr0m/WtuXEEIIIYQQQoiL16BBQxk0aGil682adWvtV0a4lbREF0Jcco6mHwYgwjeCIK/g89pWi0DrKNqx2aewWCznXTdhtfbM35zOjgXgho43oVFpam1fnUK74K32BmBn4o5a248QQgghhBBCCCEuTJJEF0Jcco6lHwWgXXDNu3Ip0TzA2p92niGPlIKU896esPZZv+jwQgAa+zVhVLMxtbo/jUpD94Y9ANieuLVW9yWEEEIIIYQQQogLjyTRhRCXlHxDPqeLBwFtF9L+vLfXvHhQSkC6dHGT1bF/kpAbD8CsTregUqpqfZ+9I/oCcC7nLAm5CbW+PyGEEEIIIYQQQlw4JIkuhLiknMw8TkmnK+3PY1DREk39m6FUKAA4lRV93tu71OlNehYXt0JvEdiCIU2H1cl+e0X0tv29PUFaowshhBBCCCGEEMJOkuhCiEvKkTRrf+hKhYLWwW3Pe3talZbGfk0Ba7/o4vysiFlGakEqADd1ug2lom6+psJ9I4gKaAbA9oRtla4fkxXNJ/s+4K6/b+WP6GW1XT0hhBBCCCGEEEJ4kNrTFRBCiLp0LMPaH3rzgBa2wSTPV/PAFpzNOSPduZwnk9nEj8eWANA2uB39Gg2o0/33iujNmezT7Enehd6kL7M8szCDdWfXsDr2T6IzT9rmv79nHlEBUXRt0L0OayuEEEIIIYQQQoi6Ii3RhRAAGEwGYjJPYraYPV2VWnUs/QgA7dzQlUuJFoEtATidHXvR//vVpk3xG2yt0K/tcAOK4m5y6kqviD4AFBoL2Zu4F7DGxaa4DTy76X9c88c0Ptz7vi2Brlaq0Kq0mC0WXt32Ejn67DqtrxBCCCGEEEIIz7vjjpv44otPPF0NUcskiS6EAODDvfO58+9bWXToK09XpdakF6aRnJ8MuDeJ3jzAOriowWwgPjfObdu91Cw9+SsADX0a0i+ybluhA3QJ64ZOpQPg96O/M3/Xu1zzxzSe3/w0W+I3YSr+gaRtcDvuvewBfpj4G3N6PwVAakEqb+14HYvFUuH2hRBCCCGEEELUvm3btjBp0miee+7JStc9ePAADz98H5MmjWbkyIHMmDGZBQveRa+3v538/feLMRqNtVllcQGQJLoQgnxDPqtj/wSsfVJfrK2pj6Uftf3dPqS927Zb0hId4FRWjNu2eymJyTzJ/pR9AExqNRWVUlXnddCqtFzWsAcAf0X/xe8nfiG7uHV5iFcIV7W7hs9GL+SDkZ8ypfU0AnSBDG4ylAktJwGwOX4jf8QsrfN6CyGEEEIIIYSw+vbbr3n33Tdp0qRppeumpqbw8MP30qtXH3744Xf++ms9c+e+wcaN63nvvbcAyMjI4IMP3sNkMtV21UU9J0l0IQQ7ErdhMBsAyCzK5HDaIQ/XqHYcLe7KRavS0jygZSVrV10jv8ZolBpABhetqd+LW6FrlBrGt5josXr0azTQ9rdGqWVo0+G8PPANvpvwM7d3vZvmgS3KlLmr2700C2gOwEd7FxCTFV1X1RVCCCGEEEKIS9IXX3xSbhcqWq2Ozz5bVKUk+qFDBzAajVxzzfX4+PigVCpp1649L730KkOGDCc9PY0rrhiHxWJh3LhhrFy5HICFCz9nypQxTJgwgoULP3f7sYn6SZLoQgg2nPvPaXpz3AYP1aR2HS8eVLRtcDu3tnRWKpREBTQDkMFFayBHn82aM38DMDxqJAG6QI/VZWyL8dzX40GeGfwMP0/9naf6PkfvyD4uzxcvtRf/6/ssGqUGg9nAK1tfpNBYWIe1FkIIIYQQQggBMGPGNfj5+VVp3caNm2Iw6Fm48HMKCgps89u0aUfv3n0JCQll3rwFAPz55zrGj5/E9u1b+eabr5g79w1+/XUFJpOJmJiTtXIson6RJLoQl7hCYyHbErc4zdsYv+Gi69vZYrHYunNp58auXEqUtFCWlujV9+epFehN1v7mrmgz3aN1USqUXNF2OlPaT8Ff61/lci0DW3FXt9mAdYDZj/ctqK0qCiGEEEIIIUStURbGVfqfE7Ox8jJFiaXKFJW/rTrWunUbHn54DkuWLGb8+OHcc89tfPHFJ5w6VXE3revXr6N377506dINnc6LWbNuRa1W12GthafIpyzEJW5n0nZbq9kxzcexOvZPEnLjOZUdQ8vAVh6unfvE58aRo88BoF2w+wYVLdGiuHuYczln0Jv0aFVat+/jYmS2mFke/TsAncO60CqojWcrdB4mtZrKrqSdbI7fyIqY5Vwe3otBTYZ4ulpCCCGEEEIIUWVecV9XsoaC/Fb2ATsVprxKy1jUgRQ0m22bVhYl4xX/DQD5rf5X5bqtWrWCN954GcDWR/m331r3/fjjTzF27IQqb6vEFVdcydixE9i1azt79uxm3bo1LFz4OXfccQ833nhzmfWTk5Np1KixbVqtVhMeHlHt/YoLj7REF+ISt+HcvwAEewVza5c7UCoUAGyO2+jBWrnfsYwjtr87hHZ0+/ZbFP/gYLZYOJtz2u3bv1htS9hCYp61VcKU1tM8XJvzo1AoeLTXHMK8wwCYt/MNkvISKyklhBBCCCGEEKIqxo6dwNq1m1m7djMzZ97CzJm32KZrkkAv4e3tzcCBQ7jvvodYvPhHbrvtLj7//GPy8/PKrGsw6MvMM5nMNd63uHBIS3QhLmF6k54t8ZsBGNh4CMFeIXQO68b+lL1sjFvPDR1nebiG7nO0uCuXAG0A4T7u/5XYccDJ2KxTF3SL6rr024mfAQjzDmNg48Eers3589cG8GSfZ3jsvwfJNeTy6raXeHvofLf2wS+EEEIIIYQQtaWwcfXyABaVb+VlFM7PQ2Zdw2rvpzasWLEMi8XMxIlTneb37TuAzz77iJycnDJlwsIakJycZJvW6/UkJUnjqUuBtEQX4hK2K2kHBUbr4BmDi7udGNh4EADRmSdJzEvwWN3c7Vi6tSV6u5D2KIpb27tTA+8G+Gh8AOkXvapOZ8eyJ3k3ABNbTkGtvDh+1+3aoDvXd7DeEB5KO8g3hxd6tkJCCCGEEEIIUUVmr8aV/udEqa68jK5UQzalrvxt1TGLxcx7773NX3/9SUFBAWazmTNnTvPppx/SoUMnwsMj0Om8ADhzJpb8/Dz69u3P9u1bOHz4IEVFhXz11WcePQZRdy6OjIUQokbWF3flEqgLoktYNwD6NxrIh3vfB2Bz/EamtZnhqeq5jdFs5ETGcQDah7i/KxewduXRPKAFh9MOEZslSfSqWHryNwDUSjXjW070cG3c6/oOM9mbvJsDqfv57sgiLmvYg24NL/N0tYQQQgghhBDionDrrXeWO3/48P4AGI1GADZssE6vXbu5zLoTJ05Fq/Xi119/5J133sRoNBAaGsagQUO54QZrw6i2bdvRpUtX7r77Vm6//W6uuuo6oqNPMmfOw5hMJq688mq6dOlq25+4eEkSXYhLlMFkYEv8JsDa+ryku4lw3whaB7XhZOYJNsVtuCiS6KeyYjCYDQC0C3H/oKIlWgS2tCbRpSV6pXINufx9ehUAQ5oOI9grxMM1ci+VUsWcPk9z99+3kqPP4dXtL/HJqC8J1AV5umpCCCGEEEIIcdEqL1nuyujRYxk9emyFyzUaDR999KXTvDvuuIc77rinRvUTFy7pzkWIS9Se5N3kGayDZAwq7sqlREnf1AdT95NZmFHndXO3o+n2QUXbBbertf20CGwJQGJeIvmG/Frbz8Xgr9g/KTQWAjC19XQP16Z2hPuE83DPxwFIK0jjrZ2vY7FYPFwrIYQQQgghhBBCVJck0YW4RK0/tw4Af60/3Ro4dzPRv/FAAMwWC1sTttR53dytpD/0CN8IgryCa20/zQMcBheV1ugVMlvMtq5c2oW0p30tvh3gaQMbD2ZSqykAbI3fzB8xSz1cIyGEEEIIIYQQQlSXJNGFuAQZzUY2x28ErH2glx7QsXlACxr5WQf42BS/oc7r524lLdFrqz/0Es0Cmtv+ln7RK7YzcQfxuXEATG09zcO1qX13dptt+4Hl8wOfkFqQ6uEaCSGEEEIIIYQQojokiS7EJWhfyh5y9DkADG4yrMxyhULBwMaDANiVuOOC7pok35DPmexYwNrquTYFeQUTVNzntbREr9jvJ38GIEgXVO75d7HRqXQ83PNxFFjPx0/2feDpKgkhhBBCCCGEEKIaJIkuxCVow7n/APDV+HJZwx7lrtO/kTWJbjAb2JW0o87q5m4nMo5R0gt1bQ4qWqKkX/TYrJha39eF6FzOWXYkbgdgQsvJaFVaD9eobnQI7cjE4m5d/j27lh2J2zxcIyGEEEIIIYQQQlSVJNGFuMSYzCY2xlm7aOnXaAAalabc9TqEdiS4uP/wTXHr66x+7lbSlYtSoaB1UJta31+LwFYAnJIkermWRf8OgEqhtCWVLxW3dL7d9qbC+3vepchU5NkKCSGEEEIIIYQQokokiS7EJeZA6j6yijIBGNxkaIXrKRVK+jeyDjC6NWELRrOxDmrnfscyjgLWFuLeau9a31/zQGvf15lFmWQWZtT6/i4k+YZ8VseuBGBQk6GEeYd5uEZ1y0/rz93d7wMgITeeJUcWe7hGQgghhBBCCCGEqApJogtxiVlf3JWLt9qby8N7uVy3pEuXPEMe+1L21HrdasPxdGsSvU1wuzrZX8kAkiD9opf2z+nVtv71p1wCA4qWZ1jTEbYulH449i1nsk97uEZCCCGEEEIIIYSojCTRhbiEmC1mNsZZk+j9GvWvtD/qyxr2wEfjA8Cm4i5gLiSZhRkk5ScB0C649vtDB2gW0Nz2d2yWJNFLWCwWlkb/BkCroNZ0Cu3s4Rp5hkKh4P4eD6NRajCaTczf/Q4Wi6XygkIIIYQQQgghhPAYSaILcQk5lHqAjOIuRga56MqlhEaloU9EPwA2x2/EbDHXZvXc7njGcdvfbeuoJbqPxocI3whAWqI72pO8y9bqemrr6SgUCg/XyHOa+DflmvbXA7AvZQ9rzvxV421ZLBZJwgshhBBCCCFEHTp9OpaBA3uSkBDv6aqIOiRJdCEuISVduXipvegV0adKZfo3tvaLnlaQxrHirlEuFCcyjgGgVqptfZXXhZIuXWRwUbvfTv4CQIA2gGFRIzxcG8+7pv31NPZrAsDH+z4kR59d7W0cSz/K7X/dxN3/3EaBscDdVRRCCCGEEEKIC4LRaGTBgncZNKgXW7durnT9H3/8jhtvvIrRo4cwZswQbr99Fv/9t9a2PC7uHOvW/VObVRYXIEmiC3GJcOzKpU9EP3QqXZXK9Y7oi0apAWBT3Ppaq19tKBlUtGVgq0q7rnGn5oEtAWtL9Eu9lbDZYuZI2mG2xVtvZMa3nFjlc+9iplVpub/HQwBkFWXyxYFPq1V+ZcwfPLhuNqezY4nOPMnupJ21UU0hhBBCCCGEqNcKCgq4++5byc7OqtLz988/f8+SJYuZM+cZ/vxzLcuWrWbChMk8++yTHDy4H4D//lvHv/+uqe2qiwuM2tMVEELUjSNph0ktSAVgUJMhVS7no/GhR/jlbEvYyqb4jdzW9a7aqqLblbREr6uuXEq0KG71nm/IJ7kgmXCf8Drdv6cUGguJzT7FyYwTxGSdJDrzJDFZ0RQaCwFQKhRMbDXVs5WsR3qE92R41AjWnlnDipjljGo2lk5hrvuK15v0vL/nHVadWuk0/3DaQQY0HlSb1RVCCCGEEEKIeqegIJ8JEyYzdep0Vq5cXun6O3Zso3//gXTu3AUAlUrF1KnTCQoKIigomO+++4aPP34fgA0b+vP33xvIzs5i7tzn2b9/L+HhEVx//cxaPSZRP0kSXYhLxIa4fwFrC9iqduVSon+jQWxL2Mq5nLOczo51GjyzvkorSLP9aNAupG4GFS1R0p0LWAcXvViT6MfSj7IneRfRmdaEeVzuWcwufvkf32LSRftvUVN3dbuXbQlbyTPk8d7ut/hw5OeoleV/NSflJfLClmc4UdzXfyO/xnipdMRkxXAw9UBdVlsIIYQQQggh6oWQkFCmTp1e5fWbNInin39WMWLEaHr06GmbP3SotdvR6667kVOnotHri3jhhVcBeO+9tykqKuSXX/6gsLCAF1542r0HIS4I9T6JvmHDBubMmUOfPn145513KlzviSeeYNmyZahUKts8nU7Hzp3yirsQFouFDcX9ofeO6IuPxqda5fs16s97uxWYLRY2xW24IJLoJa3QAdoGt63TfTfxj0KpsP57xWbF0Ceyb53uvy4sj17K/N3zKlwe5h1G66A2tAxqTeugNrQKak0jv8Z1WMMLQ7BXCLd2uZP5u+dxKusUv534mRntrimz3s7E7byy7UVy9DkA9G3Unzm9n+LX4z8RkxXD8Yxj6E36Ou22SAghhBBCCHHxURbGVbqO2cvh2c5sRKlPcl1AocKsi3AoU4RSn1p2W3Xg5ptvJyEhnvvvv4ugoGC6d+9Bnz79GDFiFD4+vuWW2bDhX5577mUCAgIICAhg2rSr2LdvT53WW3hevU6if/bZZ/z88880a9asSuvffffd3HfffbVcKyEuPMczjpGcnwxUryuXEsFeIXQK7cKB1P1sitvAdR1udHcV3e54cRJdo9TQLKDuBhUFa2v/Jv5RnMk+zansi29w0QOp+/lgz7uAtYuWZgHN7cnywNa0CmpNgC7Qs5W8gExoOYm/Yv/kaPoRFh3+isFNh9la7JstZr4/+i0LD36OBVAAN3W+jWvaX49SobR1/2I0GzmRcbzS7mCEEEIIIYQQwhWvuK8rWUNBfqsn7VOmvErLWNSBFDSbbZtWFiXjFf8NAPmt/lfjutaEn58fr7zyJvHxcezYsY19+/bwwQfv8cknH/Duux/SunUbp/WzsjIpKioiIsL+I0CTJk3rtM6ifqjXA4vqdLpqJdGFEOVbf24dYE0o94nsV6Nt9G88ELAmp1PyU9xWt9pyvHhQ0TbBbVEpVZWs7X4lXbrEZp2q833XptSCVF7a8iwmixlvtTefjl7Ip6MX8kTvp7my7dVcFn65JNCrSalQ8uDlj6BUKCg0FvLhnvkA5OpzeG7zU3xVnEAP0AbwyqA3ua7DjSgV1q/v9iEdURRv51CadOkihBBCCCGEuHitWrWC4cP72/47H40aNWbKlGk8++xL/PrrHzRsGM7XX39RZj2DwVBmntlsOq99iwtTvW6JPnNm9Trq37p1K3/99RcJCQm0adOG//3vf3Tp0qXK5ZVKBUqlovIVL0IqldLp/+LiYbFY2Bi3HoUCekX2JtDbv0bbGRI1lE/3fwjA1sSNXNG26n2OVZW7zkOLxcLxjGMoFNAutD1qdd2f162CW7Eh7l/O5pxBqcKW9LyQ6U165m57jsyiDBQK+F+/p2kV0tLT1XI7T1wP24W1Y1rbGfxy/Ee2JGzk5xPfsyJ6GXG5cSgU1sFxnx84lwjfCKdygWp/Wga3IiYzmqMZhz1yrovaId/Loj6Q81DUB3IeivpAzkNRH9TVeWiIurnSdZyeO5T+lZdRqJzL+ETYylTnGWbixElMnDjJ5ToqlaLCbebl5fHppx8yffpVREXZG+wGBPjTrVt3Tp2KRq1WolAoUCis2wkLC0GtVpOamkLHjh0BiIs7W7wv5SX3DHYpXw/rdRK9Opo2bYpKpeKee+4hMDCQBQsWcOutt7Jq1SpCQkKqtI2QEF8UiksziV4iIMDb01UQbnYs9RjJhYmoVEomdhxHcHD5fXxVJji4NR0atud42nF2pm7llj61Nxr1+Z6HyXnJ5BizUKmU9IzqXuNjPh9dm3REdUSJGSO5ynSaBV34b9S8suE9jmUcRqVScutltzKpyzhPV6lW1fX18OHB97M5cT3Jecl8cfATwHpjMqXdFOYMnFNhf+e9ml7O6ZxTHMs8TFCQzyX/PXaxke9lUR/IeSjqAzkPRX0g56GoD2r9PKzRmGLVfRvZF6harq66/Py8KswBBAf7Eh19gpdffp4XXniBtm3bYjQa2bp1K3//vYoHHniA4GBfAgJ8OXbsHAqFgeBgP/r168dvv/3I8OGDyMnJYfny3wAIDPT2SL6hPrgUr4cXTRJ99uzZTtOPPfYYf/zxB//88w9XXXVVlbaRnp53SbdEDwjwJju7AJPJ7OnqCDdafmglJpMZlUJN54AeZGTk1XhbvRr240jyUbad3c7pxAQCdAFurKn7zsNt53bZyjfSNjuvY66pMFWkrQ57zxwkwBJW53VwpxXRy/np4M8A9I7sy1WtbvDIv2td8OT18M4us3l+0zMAqJUaHrj8ISa0mkRetoE8yr5GCNDSty0mk5mU3FQOnT1BY38ZwPV8rT/7L1vjt3B9x5ke+/eU72VRH8h5KOoDOQ9FfSDnoagP5Dws359//sGrr861Td99990olUrGjp3A//73TJn1X399Hp9//in33nsvqampaLU6oqKieOCBhxk3biIZGXkMHTqSP/9cxdixY/nqq8U8/vjTvPDCMwwaNIjw8AjuvPMedu3aRVpaDr6+F+dzcUUu1vOwKj+GXDRJ9NJUKhWRkZGkpFS972az2YLZbKnFWtV/JpMZo/HiCYJLncViYd3pdVgs0CP8cryVvuf1+faLGMDXB77CZDGz+dwmRjYb48ba2p3veXg49QgWC3ipvWjk09Qj53RDr0jUCg0Gs4GT6dH0jxxc53VwlyNph3l35zwsFmjk15gnej2N2QRmLu5rhSeuh/0iBnFDh5s4kn6ImzrdRruQ9pXWoUNwZyzFX137k/YR7h1ZBzW9OJktZr488Ck/HFsCwOHUw3w48rMK3wKoC/K9LOoDOQ9FfSDnoagP5DwU9YGch85GjRrPqFHjy11W3r+TTufD7NkPMnv2gxWu37lzd1as+Mdp2bvvfug0vXHjzgr3cSm4FM/Di6IDG4vFwquvvsqJEyds8wwGA2fPnqVpUxkxV1y6TmXHEJd7DoBBTYae9/ZaBra29cm8MW7DeW+vtpzIOAZAm6C2HuuLXKlQ0iygOQCx2Rfu4KLphWm8uOUZjGYjXmovnu8/Fz9tzfrVF5VTKBTM7HQzrw56i3Yh7atUJtwngmCvYAAOpR2szepd1PIN+Ty/+WlbAh3gdHYsiw596cFaCSGEEEIIIYSoDy7YJHpSUhJjx47l7NmzKBQKEhISeOmll0hJSSEvL48333wTrVbLyJEjPV1VITxmS9wmAFQKJQMaDzzv7SkUCvo3GgTAjsRtFBoLz3ub7maxWDieXpxED27n0bo0D2wBQGzWhZlEN5gMvLTlOVILUgF4tOcTtAi8+AYSvdApFAo6hVoH0T4sSfQaScpP4qF1s9kSb71mdgztRNcG3QH46fj3HEqVf1chhBBCCCGEuJTV6yR6ly5d6NKlC0uXLmXVqlW2abC2ND916hR6vR6AuXPn0qhRIyZPnsywYcOIjo5m4cKF+Pj4ePIQhPCoc7nWEaObBTTHX+ue/ssHNrYm0fUmPTuTtrtlm+6UlJ9Itj4bgHYhnk2ilySc43LPojfpPVqXmvh4/wccTD0AwNXtrmVI02EerpGoSKewzoD1B5tcfY6Ha3NhOZR6kHv/uYOYrBgARjQbxZtD3mVO76fw0fhgtlh4c8er9fJHQyGEEEIIIYQQdaNe94l+4MCBCpc1adKEY8eO2aYDAgJ47bXX6qJaQlww0opbEId6u29Qy05hXQj2CiajMIPfTvzMwMb1q6/v4xn260Lb4Kp1h1FbmgdYk+hmi4WzOadpFdTGo/Wpjr9i/2TZSeuI45eH9+SWLnd4uEbClY6h1iS6BTiSfpheEX08W6ELxJrTf/H2zjcwmK2Dtt7S+XauaX89CoWChj4Nuaf7/by14zXics/x5cHPuKf7fR6usRBCCCGEEEIIT6jXLdGFEOenpBuOMO8GbtumUqFkWpsZAOxP2cf+lL1u27Y7HE8/CoCPxodGfo09WhfHrk9OFbdyvRAcTz/Gu7veBiDCN4L/9XnWY33Li6ppE9QWjVIDIF2PVIHZYubLg5/x2vaXMZgN6FQ6nuv/Etd2uAGFQmFbb3SzsfRt1B+A3078zL7kPZ6qshBCCCGEEEIID5KsiBAXsdSCFMC9LdEBJre6Av/iwSUXH/7ards+X8dtg4q283jiN8w7DF+NL3Dh9IueWZjB85ufwmA2oFVpeb7/XAJ0gZ6ulqiERqWxDUQq/aK7VmAs4KUtz7HkyGLAGqfvDvug3LdqFAoFD13+qO1699bO18g35NdpfYUQQgghhBBCeJ4k0YW4SOUb8ikwFgAQ6uXeJLqPxofpba4CYE/y7nrT8tVisdiS6J7uDx2sCbjmAcWDi2bX/yS62WJm7tYXSCn+8eWRno9fUF3QXOo6hnYC4Gj6EUxmk4drUz8l5yfz0Lp72Ri3HoB2Ie1ZMOJTWgdXfJ6HeIVy32UPAZCYl8in+z+sk7oKIYQQQgghhKg/JIkuxEUqrTDV9neYj/u6cykxpc00Wyvrb4/Uj9bo8blx5BnyAGgT7PkkOkDzwOIk+gXQEn1bwhb2pVi7q5jWZgbDo0Z5uEaiOjqHdQWsLa0vpO6D6sqx9KPcu+YOojNPAjC06XDeHjqfUO/QSssObTqcwU2GArAiZjk7ErfVZlWFEEIIIYQQQtQzkkQX4iKVmp9i+7uBm7tzAfDT+DG19XQAdiRu51hxX+Se5DioaDsPDypaoqRf9KT8JDIK0z1cG9eWnvwVgFDvUG7vepeHayOqq0NIR9vfh9IqHpjbnbYmbOGlLc9xLudsneyvprYnbOORf+8nozADgJs63cr/+jyLTqWrUnmFQsH9PR4iSBcEwLydb5Crz6mt6gohhBBCCCGEqGckiS7ERcqxJbq7u3MpMb3tDLzV3gB8e2RRreyjOo5nWBP5/lp/InwjPVwbq24NLrP9vS1hqwdr4tq5nLPsStoJwPgWk1Ar1R6ukaiuIK9gGvs1AepmcNEjaYd5YfNTrD/3L18f+rLW91dTq06t5JlNcygyFaFRaniq73Nc33Gm0wCiVRGoC+LByx8FrIM2f7B3fm1UVwghhBBCCHERGjiwJ1u3bq6TfV155SR+//3nGpX94otPuOOOmypc/vTTT/DEE0+43Mb778/jpZeerdH+K3L27BkmTx7D2bNn3Lrd6pAsiRAXqdQCaxJdrVTV2sCQ/toAJreayg/HlrAlfhMxmSdpGdS6VvZVFbZBRYPbVjtBVluaBTSnsV8T4nLPsSl+A2NbjPd0lcq1PHopACqFkgktJ3u4NqKmOoV1Ji73XK0PLppRmM6LW57BWNz3+q6kHZgtZo8P5uvIYrHw3ZFvWHjoC8D69swLA16ma4PuNd7mgMaDGNFsFGtO/80/p/9iUOMh9G880E01FkIIIYQQQlTF4cMHWbToS/bv34deX0RYWAOGDBnOrFm34OPjW6d12bt3Nw8/fK9tWq/Xo1arUSqtz0Zjxoxnzpyn67ROnrRjx1bWrPmbxYt/AiArK5P58+exbdsWTCYT3btfxoMPPkZ4eES55Xfu3M7777/D2bOnadCgIbfeeiejR4+jadMobrzxZl544Wk+++xrj+R86s/TrhDCrUqS6KFeYbWa2Jre9iq0Ki0A3x75ptb2UxmzxcyJjOMAtK0nXbmAtRuI/o0GALArcYdtsNf6pMBYwOrYlQAMbDykSn1Ei/qpY2hnwNp9UIpDl07uZDKbeHnri7ZrDECOPsepOyVPM1vMvL/nHVsCPcw7jHeGLTivBHqJ2d3vJ6y4i6x3dr1JVlHmeW9TCCGEEEIIUTVbt27mvvvupEuXbnz//a/8/fcGXn/9HU6diubOO2+moKBun7m7d+/B2rWbbf8BvPbaPNt0dRPoFosFs9lcG1WtE59++iFXXnk1fn5+ALz88gtkZWXy7bc/8eOPSzGZTLzyyovllk1JSeaJJx5m4sQprFy5lvvue5jXXpvLkSOHAJgyZRrJyUmsX7+uzo7HkSTRhbhIpZUk0WuhP3RHwV4hTGw5BYAN5/7ldHZsre6vIudyztoS1G3ryaCiJfo3HgSAwWxgV9IOD9emrLVn/rENyDq59VTPVkacl07FSXSg1lqjf3nwU9sAtONaTEBZ3AJgV2L9OLeLTEW8sPkZ29sVzQNaMH/4x7ZBfs+XvzaAhy5/HIDMokze3/2uW7YrhBBCCCGEcM1kMvHWW68yffpVXH/9LAICAlEoFDRr1pyXX36TwsJCFi9eCMCyZb8xY8YUli//nSlTxjJhwgjef/8dW4LaYrHwxRefMGXKWMaMGcI999zG0aNHbPu64orxLF/+O48+ej8jRw7kmmuuYPfunedV//T0NO67705GjhzITTddR3T0SQB2797JqFGD+Pnn7xk9ejAHDuwH4Ndff2LGjMmMGjWIW2+9kR077F3Ebt68kVmzrmHUqEFMmTKGDz+c75R8z88v4KmnHmPUqEFl6h4TE83999/F2LHDuPLKSXz44XsYDIZy67xs2W9ceeUkxowZwttvv47FYqnw+I4ePczRo0eYNGkqYP03btiwIffc8wCBgUH4+/szdeqV7N+/p9zt/P33Kpo0iWLGjGvw8vJi4MDBDBo0mOXLfwdAq9Uydux4fvutZl3VnC9JogtxkUotsLZCDfNuUOv7uqrdtWiUGizAEg+1Ri/pDx2gbUj9aYkO0DG0k21Awk1xGzxbmVIsFgvLo38DrMnGLmHdPFwjcT6iAprhp7H+4n847ZDbt7/h3H/8eOx7ALo26Mb9PR62tX6vDz8QZRdl8fh/D7E5fiNgreM7w96ngY97r4O9I/swoeUkAP47t451Z9a4dftCCCGEEEJ4SsbJdDJOplOYWeg0Pz8ln4yT6WTFZjrNNxlMtjL6XL3TstyEHDJOppMTl+M031hgsJWpjmPHjpCYmMD06VeXWabRaJgyZRpr1/4NgFqtJi0tlejok/z00zLmzfuA5ct/Z9WqFQAsX/4769b9w4IFn/LHH/8wfPhIHn30PltLdpVKxQ8/fMttt93NqlX/0qFDJ+bPn1et+pa2bNlvzJnzNCtW/IOfnx+ff/6RbZnRaOTcubP88cc/dO3ajR07trJw4ee89NLr/PnnOmbOvJknnniEpKREjEYjzz33JPfe+xB//bWeDz/8gv/+W8vGjett21u5chk33ngzf/65zqnuer2ehx++l86du/L773/y3nsfsWHDf3zxxSdl6nvmTCxvvvkK99//CMuX/03btu3YtKninMaOHdtp1aoNgYFBgPXN/EcffZKWLVvZ1klKSiQwMKjc7liOHTtKu3bO+Zy2bds7/bhx2WU92b9/H0VFRZX8a7ufJNGFuEjVZRI91DuUcS0nArDu7BrO5Zyt9X2Wdry4K5dAXRANvRvW+f5dUSqU9Cvu0mVbwhZMxf1I1weH0g4SnRkNwOTWV9SbvuRFzSgVSjqGdgLgYOp+t277TPZp3tzxKgAhXiE81fc51Eo1l4f3Aqwt30veaPCEpLxEHlx3r+3Hg8FNhvLqoLfw0/rXyv7u6HoPEb7Wfvze3/MO6YVptbIfIYQQQggh6tLm59ez+fn1JG6Lc5ofuzqazc+vZ9e725zm67OKbGXSj6Y6LTv24xE2P7+eg1/tdZqffSbbVqY64uPj0Ol0FfanHRXVnISEeFsrZ72+iFmzbkWr1dKuXXv69RvAtm3WLld+//1nrrrqOpo2jUKj0XDlldfg4+PLli2bbNvr338g7dt3QK1WM2zYSM6cOV2t+pY2Zsx4mjRpik7nxeDBw5y2ZzAYmDz5CnQ6HQqFgt9++4UJEybb9j9kyHA6d+7KmjV/kZ+fR2FhId7ePigUCho3bsKSJb8yePBQh7oPon37jqjVaoYPt9d969bNFBTkc/PNt+Pl5UXjxk2YPv0q/vlndZn6rl//L61atWHw4KFotVomTZpKRERkhccXGxvtlDAvLSEhns8//4hZs24td3lWViYBAc5j+gUEBJKZmWGbbtmyFXp9EfHxcaWL1zpJogtxETJbzLaETohXSJ3s8+p216FWqjBbLCw5urhO9unoeLq1JXrbejSoqKOSLl1y9DluT26ej2Unra3QfTQ+jIga5eHaCHfoFNYFgOjMExQaCytZu2ryDfm8sOUZCowFqBRKnun3IiFe1r7ze0b0BsBkMbMveY9b9ldd0ZknuH/t3ZzNsY7UPrX1dJ7q+5xtvIba4KPx4ZGecwBrXH93pO6ve0IIIYQQQlxK1Go1Foulwi5FLBYzCoXClhPw8/MnODjYtjw8PILUVGuiPy7uHPPmvc7w4f1t/yUlJZKUlGhbPyKike1vrVaLXn9+rZ8dE9BaraZMa2rH5XFx5/juu0VO9du3bw/JyUkEBARyxx2zue++O7j77ltYuPBzUlKSnbYVGWmvu0Zjr3tCQhzh4RFoNBrb8kaNmpCUlFimL/aUlGQiIpx/sGjSpGmFx5eVlVUmCV7i9OlYZs++nbFjJ3LFFVeWu05FuRzH+SWt3LOyMiusR21R1/kehRC1LrMoA3Pxl4q7uzGoSEOfhoxuNo6Vp/7gn9OrubHjTUT4VvwLpTuZzCZOZNa/QUUd9Wh4OV5qLwqNhWyK30i3hpd5ukpkFKazIe5fAEY1G4uPxsezFRJuUdIS3WQxczzj6HkPpmmxWHh75+ucyba2XLir2710Lk7Ug3UMAn+tPzn6HHYm7aB/44Hntb/q2pO0i+c2P2UbE+G2LndyVbtr6+THtO4NezCs6QjWnV3DypjlXN3uujq75gohhBBCCFEb+j8/GADvMOfnw+ZjWhHZtzFKtXN7XG2gzlbGN8LPaVm7qzrQckJr1N4ap/kBUQG2MtXRuHFT9Ho98fFxNG7cpMzyM2fOlErylk62W9BqrQ1tFAolzz03l2HDRla4P6XSvc8UlT2jqFT2NK1SqeDOO+/luutuLHfdG2+8ibFjx7Nx43o2bPiPb79dxPz5H9GhQ6fifZ1/ffX6sv2kVzboaXnHePjwQR577AGuvfZGbrjhpgrLBgUFl0mOZ2ZmEhxsbxzqyTaT0hJdiItQar79Faq66M6lxLUdbkCpUGC2WPj+6Ld1tt/TObHoTda+19rVs/7QS2hVWnqGW1vsbo7b4HIwjrqyMuYPjMVdy0xuNdWzlRFu0y6kg22wz0Op5z+46C8nfmT9uX8BGBE1kimtpzktVyqUXNbwcgB2Jm0/7/1Vx4GUffxv42MUGAtQK1U80fsprm5/XZ2+jXJDx1kosA4c/P2xurvuCSGEEEIIURuCW4cQ3DoEryAvp/k+DXwIbh1CYPMgp/kqjcpWRuvn/CaoX6Q/wa1D8G/s3MWi2ltjK1Mdbdq0JSqqGT/8UPa+22AwsGzZr4waNdY2Lzc31ykpm5SUSIMG1u5fGzduQkxMtNM2EhLiq1Wf2mSt30mneYmJibZcQnZ2Fg0aNOSKK65k3rz3GTZsBKtX/1ml7SYmJqLX2/uvP3fuDJGRjVAqndPEYWFhJCcnOc07e/ZMhdsODAwkOzuzzPqPP/4Q9977kMsEOkCHDh05duyo07wjRw7ZfhgAa1Lduq8gl9uqDZJEF+IilFZoT6KHeoXV2X4jfCMZ2WwMAKtjV5Kcn1xJCfc4nn7M9neb4HZ1ss+aGFDcQjcpP4mYrJOVrF27TGYTf8QsBeCyhj2ICmjm0foI9/FWe9MqqA1g7af8fOxL3sNn+62D3bQIbMEDlz9aboK6pEuXhNx44nPrpm86vUnPvF1vYjSb8FZ78/LANxjRbHSd7NtRVEAzhkWNAGBlzHJS8lPqvA5CCCGEEEJcKh5//ClWrlzOwoWf2xLkp0/H8tRTjxMQEMjVV19vW1ej0fDVV59RUFDAsWNH2bJlMwMHDgFgypRp/Pbbzxw8eACTycSaNX9zww0zyiSNPcU6SOo/bNmyCZPJxO7dO5k582qOHj3MgQP7uO66Kzly5BAWi4XMzEzi4s7RqFHjSrfbp09//Pz8WLjwc4qKComNPcXPP//AuHETy6zbt+8ATpw4zqZNG9Dr9fz228+kpaWWs1Wr5s1bcepUjNO8efNeZ+rU6eVuH+Cll57l+++tXWOOGjWWxMR4fvzxOwoLC1m37h+2bt3MlCn2hlwxMdFotboqHau7SXcuQlyESgYVBQj1rrskOsC17W/gn9OrMZpN/HDsO+677MFa3+fxDGsSPcQrhLA6Pt7q6BPZz9ZSf1PcRlui0xM2x28ktcD65Te59RUeq4eoHR1DO3Mi4ziH0g5itphRKqr/m3lKfgpztz6P2WLBV+PLc/3m4q32LnfdHuE9bX/vStpBI7/av6H56dj3tkGMZ1/2gFMd6toNHW/i37NrMZqNLDm6mPt7POSxugghhBBCCHEx6969Bx9++DmLFn3JDTdcRUFBPmFhDRkxYhQvvvgqOp3Otq6/fwDNmrXgmmumYjKZmDZtBoMGWZPoEydOITk5iaeeeoycnByaNWvGK6+8RcOG4Z46NCe9evVl9uz7mTfvddLSUomIiOSRR+bYWmXffPNtvPDC06SkJOPn58+IEaOYNm1GpdvVaDS88spbvPPOG3z//beEhoYxdux4brzx5jLrdurUmQcffJS3336N3NxcRo8ey4gRozEYynbzYq1zbz777ENycnLw9/cnKSmRHTu2sXfvbr77bpHTuvPmLaB79x4kJSUSFmbtQSE4OIQ33niXd955k48/XkB4eATPPTeX1q3tuZM9e3bSpUs3p8+5rigs9aFPgXoiJSXH01XwGLVaSXCwLxkZeRiNrvs3EvXfVwc/57sj3+Cn8eO3qSvqfP+vbnuRtWfWoFFq+Gb8D4R6h1apXE3Pw3vX3Mmx9KP0bdSflwa8WtNq14nH/nuIvcm7aRXUio9HfenxejTwbsA3439ApVR5rC71zcVwPVx3Zg2vbHsRgC/GLKr2mwYGk4FH/3uAw2mHAHhxwCv0azTAZZlbVt3I2Zwz9G80kBcGvFyzildRXM45bv/rJgxmA10bdOOtIe95fEDh17bPZc3pv1Er1Xw9bgkNfRqe1/YuhvNQXPjkPBT1gZyHoj6Q81DUB3IeVs/Klcv5+OMFLFu22tNVuahUdh7efvtMhg0bVWFf7udDr9czY8YkHnzwMZd92ddEgwb+la4j3bkIcRFKK25hXNet0Etc2/5GWx/BPx1fUqv7MpgMxGRa+zFrW4+7cikxoJG1S5fozGgS8xI8UofT2bHsTd4NwMRWUySBfhHq5DDwZ0kivDo+3v+Brdx1HW6sNIEO9i5d9qbsxmg2VnufVWWxWHh/zzsYzAbUShX393jY4wl0gBs6zEKpUGA0G/n+6GJPV0cIIYQQQggh6twdd9zDTz8tIS8v1+3bXrbsV0JDGzB06Ai3b7sqJIkuxEWopDsXT3Vt0jywBQObWF+R+iN6GRmF6bW2r9PZsRjM1leJ2gbXz0FFHfUr7hcdrF2qeMKy6N8BUCtVjGsxwSN1ELWroU9DGhQPKnwwdX+1yq45/RfLTv4GQM+IXszqdEuVyl0e3guAfEM+R9IPV2uf1fHv2bXsStoJwIx219IsoHmt7as6mvg3ZViUtTXEn6f+ICm/fvSlKIQQQgghhBB1pVevvgwfPpJ5895w63bPnj3DokVf8fzzL3usEZUk0YW4CJX0dR1WnETzhOs7WF/dKTIV8cvxH2ttP8cy7CM3tw1uW2v7cZdwn3BaF/eFvimu7pPo+YZ8/o5dBcDgJkMJ9qreaOjiwlHSGr06LdFjs07xzq63AOu5+mTvZ6rcn3rXBt1QK61DrexK3FHN2lZNrj6Hj/a9D0CkbyTXd5hZK/upKXtrdBPfH5HW6EIIIYQQQnjK+PGTpCsXD7nvvod55pkX3brNpk2jWLZsNVFR1euq1J0kiS7ERaikO5eQKvZFXhtaBbWhb6P+gLXlc44+u1b2c6J4UNEG3g0umITwgMaDADiYuo/soqw63feaM39RYCwAYHKraZWsLS5kHUOtA86czTlTpfOswFjA3K3PU2QqQq1U80y/FwnQBVZ5f95qbzqHdQWsg4vWhi8Pfk5GYQYA9172EDpV3Q8m40oT/6YMjxoFwKrYFSTlJXq4RkIIIYQQQggh3EGS6EJcZAqNheQarH1PNfBgS3SwtsoEa3Luv7P/1so+jqVbW6K3Dan/XbmU6F/cv7TZYmFbwpY626/FYmFpcTcdrYJa2ZKs4uLUKbTq/aJbLBbm757H6exYAO7qNpt2NYipy8N7AnA846jbfzg7mn6EP4q7IhrSZBi9I/u4dfvu4tgafYn0jS6EEEIIIYQQFwVJogtxkSlphQ6e7c4FoF1Ie5oHtADgv3Pr3L59vUlPbHYMcGEMKlqiRWArInwjANhUh/2iH0jdZ0uSTm41rV4MxihqT8ugVraW2ofSDrpcd3Xsn/xz+i/A2s3P5FZX1GifPcOtg4uaLRZ2J+2q0TbKYzKbeHfXW1iwtni/q/u9btu2uzX2b8LIZmMAWB27UlqjCyGEEEIIIcRFQJLoQlxk0grtSfRQL88MLOpocNOhAOxP2eP2AUZPZcVgNJuACyuJrlAo6N/I2qXLzsTtFJmK6mS/Ja3Q/TR+DC8eAFFcvNRKNe1DOgJw2EUSPSbzJPN3zwOgkV9jHu75eI1/YGkZ1IogXRDg3i5dfj/5C9GZJwG4pfPtHhs0uaqu7zDT1hr9uyPfeLo6QgghhBBCCCHOkyTRhbjIpBak2P4O8/F8omlwk6GAtWXqxrgNbt32cadBRS+cJDrAgMYDAevAq7uTdtb6/lILUtkUtx6A0c3H4aX2qvV9Cs/rGGbtsudI2mGMZmOZ5fmGfF7c8hwGswGNUsOz/V7AV+Nb4/0pFUpbly47E7djsVhqvK0SKfkpfH3oSwDaBLdlcuuatZKvS438GjOq2VjA2ho9MS/BwzUSQgghhBBCCHE+JIkuxEUmtbg7F6VCQZAu2MO1gWYBzWkRWNyly1n3dulS0h96hG9EtQZArA86hXYhQBsAwCY3/7hQnpUxyzFZzABMajWl1vcn6oeSftENZgMnM084LbNYLLyz603ics8BMPuyB2gV1Oa893l5eC8AUgpSOJtz5ry39+He+RQYC1AqFDzY41GUigvj1uW6DjeiVCgwWczSGl0IIYQQQgghLnAXxpOoEKLK0grSAAjxCq03yaYhTYYDcCB1L+mFaW7b7omMYwC0Db5wBhUtoVKq6NuoPwBbEjZjLk5w1waj2ciKmGWAdeDHJv5Na21fon7pGNrR9veh1ANOy/6IWca/Z9cCMCJqJONbTHTLPnsUJ9EBdiZtP69tbY3fzMbiNygmt5pG25AL540Tx9bof8X+Ka3RhRBCCCGEqCMJCfEMHNiT06djPV0VJytXLmfy5DF1sq/du3cycGBPiopq1n3slVdO4vfffy53WVFREX379mD37orfqs/NzeWqq6awY8e2Gu2/Iq+/Ppc33njZrdusqvqRYRNCuE1Jdy6eHlTUUUm/6GaLhY3n1rtlm4XGQmKzTwEXXlcuJQYU94ueXZRVJsHpThvj1pNe3B/9lNbTam0/ov7x1wbQLKA5AIfTDtnmn8g4zod75wPQ1D+K+3s84raBZkO9Q2kZ2BKAXYk17xe9wFjAgj3vAhDiFcJNnW91R/Xq1PUdZqJSKDFZzHx7ZJGnqyOEEEIIIcRF4fTpWJ577kkmTRrNiBEDmDFjMu+++xbZ2Vkeq9Prr89l+PD+DB/enyFD+jBwYE/b9PDh/dm7d7fH6uYJ8+a9Tp8+/enVqw8AO3duZ9asaxk+vD9XXz2Vv/76s8Ky9957B0OG9HH695s161oA7rvvYbZt28LGje7JLVWHJNGFuMjUxyR6U/8oW1Ltv3P/umWb0ZknMRf3t3yhJtF7hPdEq9ICsDl+Y63tZ3n07wCE+4TTJ7Jfre1H1E+dQjsDcCjtABaLhVxDLi9teRaj2YhWpeXZfi/io/Fx6z5LunTZl7IXvUlfo218e/hrkvKTALin+/3n1Ve7p0T6NWJUc3tr9ITceA/XSAghhBBCiAvbiRPHuP32WTRsGMHXXy/h77838Prr8zh1Koa7776VoqJCj9RrzpynWbt2M2vXbmbOnKcJCQm1Ta9du5nu3XtUa3tGY9kxrS4UMTEnWbfuH2688SYAUlKSeeKJh5k4cQorV67lvvse5rXX5nLkyKEKt+H477l27Wa+/noJAD4+Plx99XV89tlHbhmDqzokiS7ERSatuE/0UG/PDyrqaEjT4i5dUtzTpUtJVy5gHWzwQuSl9rIlGzfFb6yVL4A8Qx77U/YBMK7FxHrTxY+oOx3DrEn0tII0kvITeXvH6yQUdy3yQI+HaV48ZoE79YzoDVgHzq3JWxansmL4+fgPAPSK6G0boPhCVNIa3WyxSGt0IYQQQgghztO8eW/Qu3dfZs9+gJCQUJRKJS1btubVV9+iU6cupKamlimTnZ3NSy89y5QpY5g4cRRPP/046enWvITZbOb9999hypQxjBw5kFmzrmXbti22snv27OKWW25gxIgBXHPNNH744dvzfnb/7791zJgxmdGjh/Dii89gMpkAePnl53n99bncf/9dzJx5NQA5OTm88MLTjB07lIkTR/Hss0+SkZFepboDHDiwjxtumMGoUYN47LEHyMvLtS37/fdfuP76Kxk1ajC33HI9W7duLre+BQUFPPfc/xg7dijTp09m7dq1Lo/v999/oU+ffjRsGA7A33+vokmTKGbMuAYvLy8GDhzMoEGDWb789xr9+02YMJnY2BgOHNhXo/I1JdkUIS4iFouFtELrF0ZYPUuilyTBLMCGc/+d9/aOZVgHFW3s1wQ/rf95b89TBjS2dumSkBtv657GnWKyom1/d2nQ1e3bF/VfSUt0gDd3vGbrY3xM83GMbj6uVvbZOawrGqUGgF1J1evSxWwx896utzFZzGiUGu677CG3dTXjCRG+kYxpPh6Av0+vIj43zsM1EkIIIYQQomJ5Z06Td+Y0hpxsp/n6jHTyzpwmP975ftZsNNrKGPPznJYVpiSTd+Y0hclJTvNNRYW2MtWRkZHOgQP7uPLKq8ss8/Hx4X//e47GjZuUWfb66y+RkZHOwoXfs2TJrwA8+eSjAPzzz1/s3Lmdr7/+gb/+Ws8111zP3LnPYTQaycrK5MknH+Haa29g9er/ePnlN1iyZDFr1/5drXo7ys/P4+DB/Sxe/CMLFnzCv/+uYdOmDbblGzb8x3XXzWTx4p8Aa7coRqORH39cxg8//IZKpWLu3OcrrXuJNWv+4uOPv+Kbb37kyJFDrFhhHS9t48b1fPzx+zz++FOsXLmGa6+9kTlzHiImxp5DKLFo0ZdER5/gm29+5MsvF/HnnxV3xQLWrlt69Ohpmz527Cjt2jmPZde2bXuOHj1S4TbWrPmba66Zxtixw3j44fs4d+6sbZmvrx9t27Zn587zG4OruiSJLsRFJKsoE6PZ+gtmfUuiN/FvSqugVgCsd0OXLicyjgMXblcuJfpG9kNZnCDcHOf+Ll1iMk/a/m4Z1Nrt2xf1X2O/JgToAgHYn7IXgOYBLbj3sgdrbZ9alZZuDbsDsLOaSfSvD33JobSDANzQcRaRfo3cXb06d22HG6Q1uhBCCCGEuCAc/2g+xz+aT2apVr7JmzZw/KP5nFq80Gm+MTfHVib3lHPDsIS//uT4R/M5+/svTvMLEhJsZaojLs6awI+KalblMtnZWaxf/y+33HInwcHB+Pv7c/PNd3Do0AESEuLJzExHpVLh5eWFUqlk3LiJLF26CrVazV9/raJFi5aMGjUWtVpNq1atmTp1OqtWrahWvR3p9Xpuvvl2dDov2rZtT7NmzTlzJta2PDw8gr59+6NUKsnJyWHNmr+44457CAgIwNfXj7vuupdt2zaTkZHhsu4lrr76evz8/IiIiKRLl+6cKf7hYsWKpYwYMZpu3S5Do9EwatRYWrVqw7p1/5Sp8/r165g8+QoaNGhIYGAQt912W4XHZzQaOXv2DC1atLLNy8rKJCAg0Gm9gIBAMjMzyt1G8+YtadGiJR9++Bnff/8b/v7+PPro/ej19q5CW7ZsxalTMa7/sd1MkuhCXERKWqEDhHrVryQ6wOAmwwA4kLKPtIKad+mSb8jnTHYsAG1DLuwkeqAuiM5h1hbim+I3VLJ29ZX82BDpG4mfxs/t2xf1n0KhoGNoJ9u0t9qbZ/u/iJfaq1b32zPc2qVLdOZJMooHtq3MujNr+O7IN4D1B7IZba+ptfrVpQjfSMa2mADAP6dXcy7nbCUlhBBCCCGEEKWp1SrA2o1JVSUmJmCxWGjatKltXqNGjQFISIhn3LhJ6HQ6pk4dyzPPPMGqVSts24+LO8ehQwedBrj8+usvSE5OrvExBAYG4eNjH5NKo9FSVFRkm46IiLD9nZAQh9lsZtasa2z7v/baaahUKpKSElzWvURkZKTtb61WY9tXfHw8TZpEOa3bqFFjEhLKjuOUnJxMeLh9O1FRUWXWKZGTk43FYiEw0J40r+jN4ormP/roE9x774OEhIQSFBTE44//j4SEePbtsw/OGhgYSFZWZoX1qA3qylcRQlwoUgrsSfQwn/ozsGiJwU2G8tXBz7EAG+P+Y0rraTXaTnTmCUp6ILvQW6ID9G80kP0p+ziRcZzk/GQa+jR027aji1uitwpq47ZtigtPl7CubI239m/34OWP0tS/4psedynp7x9gd9JORjQb7XL9ExnHeWvnawCEeIXwwoBX0Kg0tVrHunRthxtZHfsnRrORLw9+xrP9XvR0lYQQQgghhCij7d33A6ANDnaa33DAIIK7dkehdk4lqv38bWV0Yc6N+SJHj6PhoKGovJwb8HhHRtrKVEdkZCOUSiWnTkUTFuaenIe/vz8fffQFBw/uZ/PmjXzxxacsXfor77//CUqlgr59+/PGG++6ZV9QceK4hGMrckXxmGa//rqSoKCgctevqO4Oezzv+hkMeqfpqvyI4bidoKDgMgnvzMxMgoNDqlQnX18/AgICSUtzbIxZ911+Skt0IS4iqfkptr/rY0t0a5cu1i5F/ju7rsbbOZpu7TdLAbQOujAHFXVU0i86wJZ493XpYjQbbf2st5KuXC5pE1tOYXTzsdx32YMMjxpZJ/tsFtDc1q1UZV26ZBSm8+ymJ9Gb9GiUGl4Y8Eq965LqfIX7hDOl9RWAdVyII2mHPVwjIYQQQgghyvKNaoZvVDM0/gFO87XBIfhGNcOnuBV3CaVabSuj9vF1WubVoCG+Uc3wKh5gsoRK52UrUx2BgUFcdllPvvvumzLLiooKueWWG9i/f6/T/MjIxiiVSs6ePWObd+6c9e/GjZtQVFREYWEhnTt35Y477uHrr5cQE3OSmJiTNG7chJiYaKeBRNPSUp26FalNJT8axMTYu2k1Go2kplpzP67qXpnGjZtw9qxzn/Tnzp0tt0/5sLAGJDv0a3/qVMXjufn7B6BQKMjKyrLN69ChI8eOHXVa78iRQ3To0Kl0cfLz83jrrddsg6eCtTuYrKxM2xsEJfMCA4MqPsBaIEl0IS4i6YXWX+W81d74aHwqWdszhhR36XIwdT8pDkn/qio0FvL7SWt/ai2DWtXb46yOCN9IWga2BGBTnPu6dDmTcxqj2TqgiCTRL20+Gh8e6/Ukk4uTuHVBoVDYWqPvStpR4Qj2epOe5zc/TWrxmzQP93yM9iEd6qyedem69jfiq7E+WHx+4OMK/02EEEIIIYQQ5XvwwUc5cuQwb7zxMikpyVgsFk6ePMEjj9yPWq0uk5j19/dnyJDhfPHFJ7Zk7GeffUyPHj0JD4/g3XffYu7cZ8nMzMRisRAdfQKz2UyDBg0ZOXIM2dnZLFr0JUVFRcTFneOhh2bz88/f18mx+vn5MWLEaD755AOSk5MoKirk448X8NBDs7FYLC7rXplJk6awZs1f7N+/F71ez4oVyzh9+hQjRpR9g7hv3/4sX/4bqampZGZmsHDhwgq3q1arado0yqm/8lGjxpKYGM+PP35HYWEh69b9w9atm5kyxdo7weHDB7nuuukYDAZ8fHw5cuQQ7733Nrm5uWRnZ/H226/TunVbOnfuattmTEw0zZu3qMa/5vmTJLoQF5HUAmtSOsy7/nXlUmJwk6EAti5dquv7o9+SnG/tf+yGjje5r2Ie1r+4Nfr+lL3k6nPcsk3HQUWlOxfhCSVJ9IzCDE5llR3l3WKxMH/3PA6nHQLgqnbXMLLZmDqtY10K0AVyTfvrAdifso9tiVs9XCMhhBBCCCEuLC1atOTzzxdRVFTEbbfNZOTIgTz99ON07dqd+fM/RqMp2yXkI488ga+vL1deOZkbbrgKPz8/XnrJ2pXkPffcj1qt4frrpzN69GDeeus1nn32JYKDQwgMDOK1197mv//WMW7cMO6551b69x/E1VdfX2fH+9BDjxEZ2Ygbb7yKSZPGEBNzktdem4dCoXBZ98r06zeQm2++neeff4oJE0bw++8/M2/eApo2Ldv1591330dUVDOuv346N998I1OnTkWj0WAyGcvdds+evdmzZ5dtOjg4hDfeeJeVK/9g/PjhfPrphzz33Fxat7bmKQoLCzlz5rStm5iXX34TvV7PjBmTue66K7FYLLzxxjsoldY0dl5eLsePH6Vnzz7V/vc8HwqLNIOySUlxT+LqQqRWKwkO9iUjIw+jseoDNIj65X8bHmNH4nYua9iDN4a84+nqVOjuv2/jZOYJOod14Z1hC2zzKzsPE3LjuXX1TAxmAz3CL+e1QW9X2p/YheJkxgnu/sc6wvWTfZ5meNSo897mR3sX8OuJnwjQBvDz5GUXzb9VbZProftkFWUyY9kULMBtXe7k6vbXOS3/9cRPfLTXeg3oE9mXFwe8ilJxcf++X2gs5KZV15FWkEbzgBZ8MvrLco9ZzkNRH8h5KOoDOQ9FfSDnoagP5DwU9UFVzsOYmJPcdttMfvxxqdv6rnf0449LWLFiKQsXLnFbnqNBA/9K17m4n1SFuMSkFXeHEFrP+xIe0rSkS5cD1erS5aN9CzCYDagUSmZ3f+CiSgq3CmptG1B0o5u6dLEPKtr6ovq3EheOQF0QbYoH/91Vql/0nYnb+WTfBwBEBTTjyT7PXvQJdAAvtRczO94CQGz2Kf4+vdrDNRJCCCGEEEII92nZsjVDh45g0aIv3b7t/Px8fvjhW2677a46z3PU+6fVDRs20L9/fx566CGX65nNZt555x0GDBhAt27duOmmmzh79mwd1VKI+qGkT+H6PiBfSb/oABvi/q1SmR2J29gSvwmAK9pcSVRA9QYgqe8UCgV9Gw0AYG/ybsyW82tZYLFYiMmyJ9GF8JTLI6xduhxMPUChsRCAczlneXnrC5gtFvy1/rzY/xVbX+GXgjHNx9muYQsPfk6RqcjDNRJCCCGEEEII93n44Tls3bqZnTu3u3W7778/j969+zFo0FC3brcq6nUS/bPPPmPu3Lk0a1Z5smzRokX88ssvfPHFF2zatImmTZsye/ZsGbRLXDL0Jj3Z+mygfveJDhDp14g2wW0B+O/sukrXN5gMfLBnPgDBXsEXVV/ojrqEWQfJyNHncDbnTCVru5ZckExOcd/qkkQXntSzuF90g9nA/pR95BpyeWbTk+QaclEqFDzd93ka+5cdAf5iplKquLXzHYD1x8/fT/zi4RoJIYQQQgghhPv4+fnx449L6dmzt1u3O2fO08yZ85Rbt1lV9TqJrtPp+Pnnn6uURP/pp5+47bbbaN++PX5+fsyZM4eYmBj27t1b+xUVoh5IL0yz/V3fu3MBe2v0w2mHbAOFVuTXEz8Rl3sOgDu63n3RtljtFNrF9nfJQIs1JYOKivqiQ0gnvNXegPWNkle2vsC5HOubYnd3u48e4T09WT2P6ddoAJ1COwPWAZNzin8EFUIIIYQQQghR/6g9XQFXZs6cWaX1ioqKiI6OpnPnzrZ5fn5+REVFcfDgQS677LIqbUdZGFfpOmavxg4TRpT6JNcFFCrMugiHMkUo9akui1iUOixahySoKR+lIcN1GZU3Fo199F2FMQeF0fUDuUXlh0UTaJ+hz0BRkILSVHE3EmZ1IKj97PvRp6EwF7rcj1kTCiove5miZBQWg+sy2oagtI+orCxMAFx3b2HWRUJJf7oWM8qiBJfrgxKzV6TDBgwo9a6TuRaFBouuoX2GqQClId11GaUXFm2ofYYxF6Uxy3UZlS8WTZBtWmHIQmHKdVkmPdfefVGYdwMUhnQUpgKXZcyaYFD52PejT0Fh1rsuow0Dpc42rSxKBIvJdRldBChU1gmLBWVRPCMadmCZwrqv3bG/Mr7lJBQqJeh8UBTkg8b62aQWpPL9ka9pqNDTNrgtoxp2QlFOrFoUaiy6cIed1lWsZaMwuh6UuHSsKQwZKEz5ZdYLV0JHnwBSC1I5nrKLcS0m2MtUM9ZOZBwnRGHAW6mmuUZd4fWtbKzFA67f4Dn/WNOj1LvuC9+jsWbIt52H5V0PLeoALGr7oCNV+2xqEmsNQKm1Tdc01lxTYPZq5LCByr/XqhtrOmBAg/b8k7CHZdG/YrZY8MLElGZDuaJJn3LjGWoYa2p/LOoAe5kKYs2RWRMEKvsPczX7XktCYSl/ZHpbmVKxpipK4N7203lu824wprPi0Adc18F+36NQKcHxBzCLyXoOuFSDWFNqsWgd3l6qs1jLRGHKc11GYs051kyFKA1pFRegvO+1PJSGTNdlVD5YNMH2mjrEmuP3suP10D2xlorC7Loro5rFWjgo7Y84VfteawQlfWrW41ir2v19XcVaCKi8HcrUINaqdH8fga3dl8VShee1CzPWKixzqcdamWfpmsRaFe7vqxBrpa+HNYm1mj1L12Gsndf3WlWepWsSa6XuOeos1qryLB1U/Vgr9Sxdk1gjPw5FQZ7rvM0FHGtlypR5lq6jWKtS3qomsVbdZ+maxFrpZ2n3xprtemgAFI6fTeV5q5rFWun7+9qJNWhfyfJ6nkSvqszMTCwWC4GBgU7zAwMDSU93fXPqyDt+Ea77pFdQ2OZ/9klDAV4Ji1xu06IOoqjFbPsWClLRVVLG7B2FvsmNtmlVfiyapKUuy5j8O2OImGKbVmcfRJ32r8syxuD+GMOsrYFVKiWkbMI7fgtmF13gGBqOw+TVwzatTVqLMv9khesD6BtdjVln705CF7cMRSUX5KKo27Go7UHvlbQEKgmSwlaP2b9cTPrKPxulN0WtHrZNK4oyK/9sdOHoo26zTSuL4tEm/OiyjMm3DYZGV9mmVbnH0aS4HkjOGNgTY8Mxtml15h7UGVtclrEYA23nb7hfA7wyN6DKPeyyjD5iKmb/TrZpbcIqlIXnXJYpajILi9be9YLu7C+VfvEVNr8PSi6UFgtesYtoDtwRpCC1IBWfhMX4eGegVCggVYOX3oSl1RMAfHHwYxSmXKbr0pgQ2QDfxG/KP35NEEXN7bGmLEhBm1D+uiXM3s3QN7nBNl21WOuCIWKybdoaa/+5LGMMGYAxdKhtWpO2DVX2nnLXneWv55Q5jaMZ21Gr7S8LaZPWoMyPdrkffaNrMOtaAXAqO5pR2kza+AThn/RthWWKou7Aorbf/FhjzfWNuXOsFVUeayofilrax7VQFGVVIdYi0EfdaptWFsahTfjJZRmTb1sMjWbYpqsUa0G9MDYYbZtWZ+xGm7UNUjV4FxnKvR4awkZgCu5rm9akbECVe8TlfvQRV2D272ib1ib8WWkioKjJTVi09h9udWd/rvQBoLDF/VCSCLGY8Yp1/e8MSgrbPGmbUhjyKv1sLJpgiprfY99CfjLahMUuy0z2U7FGARYsKBQwIrQZ94d6o6wgngFMAV0xhE+yTVct1gZiDB1im9akbUWVvddlGUPDCZgCu9umtUn/oMyPcVlG3+hazLqWtmld3FIUetc3pkXN7sSitidcvBK/o7vFwINhvpzJOYMqbhEW3zzbmzZKhQIinrd+PwOYCqsfa4VV+V6LRB91i21aWXgObcLPLsuY/NphiLzSNq3KPYYm5S+XZYxBvTE2GGWbVmfsQZ251WUZQ9hITMF9bNOalPWoco+6LKOPmIbZv4NtWpuwsjixU7Gipjdj0dofTnRnfqr0AaCwxQP2hzOLqfJYU6gobP2EfVKfW/1Y0yejTaj4eg5g9mmBvvF1tmlV/ik0SctdljEFdMMQPtE2rc46gDp9vXWfxd/Lpa+HxpBBGEMH26arFmsTMQV2s01bY+2UyzL6xtdh1rWwTevO/Y6iksRzUbO7sKjtD4Feid9CJQ9Nha3mgLI4eWSswv29ypeilg/aphWFGTWItbNoE1x35WTya48hcrptWpVzDE3q3y7LGIP6YGww0jatztiNOnObyzKGsFGYgu2vWlcp1iKnY9bZHza18SsqTQQUNb0Fi9b+44Mu+adKEyGFLR5EpbI+BKuUlko/GxRqClvPsU/qc6oQayEUNb/bNq3UJ6FN+M5lmTKxlheDJvkPl2VMAd0xhNsbSKiz9qNOdz2YvDFkMMbQQbZpTdoWVNn7XJYxhE/CFNDVNl21WLses665bVp37jcUlSTDiprdjUVt/7HbK3FxpT9AFrZ+wp48MuZXIdb8KGr5gG1aUZheeax5NULf9GbbtLLgLNrEX12WKRtrR9Gk/uO0TunroTGoL8YGI2zL1Rm7UGe67vfX0GA0pqBetmlNyn+oco+5LKOPvBKzrp1tumqxdisWrT0hqkv+sdIfXwpbPgSq4h/7zYYqxJqGwtaP2yerEmvaUIqa3WWbVhYlok1Y4rKM2acl+sbX2qZVedFokle4LFM21vahTt/osowxdAjGkIG2aWus7XdZxhA+GVOA/U1ibeLfKAtiXZbRN74Bs4+9p4UqxVrze7CorT8KqFRKiP4C78Iil3mbwtZPOsRaXhXyVv4UtbjfNq0oSKtCrDVG3/Qm27Sy4AzaxN9cljH5dcAQOc02rco5giZ1jcsyZWNtJ+rMHS7LGBqMwRRkf9tVk/wvqrzjLsvoI2dg1rW1TVtjzfWPD0VRt2FR238YqlqsPWxP1puNlceaUmt9/i6mKMquQqyFUdTsTvsmihLQJnzvsozZpxX6xtfYplV5J9Ekryy/SsXXQ613Zyxh42zzrbG2yeV+ysRa6mZUOQdcljGET8EUYG80rU38C2XBaZdl9E1uxKyNsk3rzv2KopIf4Gj6iuvlXCRJdFeqM1Krt7cGBS7WVyjwDnboRkJvBC9txesDaLX4OJbR+kBqJWV8dPg6lsEbsiop4+cFjmUM3pBXSRl/b+cyOaDTaSpeH/AuXSZTB2bX+/EO8IEAhzIpOqdf68otE+QLXg5lvLVgct2ywTvIF1TF2zWpKv9s1KU+mwLfyst4l/psVD6QXkkZ31Kfjckbcqr5eRZ6QYHrMvr8fFQqJUqFklaRUahMu8BYhc8myGE/6TqgkjKBPuDrUCZRC4ZKygT7QkkXLBaL7d+5TVhr0uPSSCtMwaTU4621JiS8dBq8gn3Zm7iXf8+twU+lpGPDjjQJjqxoF6DVVT/WfOso1vxKxU2eF+jLL9MkqDGnc2JJLUxG4W0gyCvIuqAqsRboA/7W/ZzJO0VTpYKGfg3wdnFelx9rrg/HKdaMyhrEmk/NYi2jjmKt0HodrOh6WOY6mONV/VhLq0KsBfmATzVjLcgx1syV/zsrlKW+1/SVl9GVijWND6S5LtPJtz2qU7sBCPcL5/HBj+KbvNb1fkp/njX5XnMRayW8A2rwveYQawAkV+F7LbCcWDMr6NesL3GHz2HBzMG0fQxtPtSpXEBA8U22UVGzWEup5j2Hsi5jrZJ/s9KfZ3YVYi3QBwKrGWuBpWLNp5qxZjZVIdZUzrFWVARJ7o81t9xD6r0h37lMmeuhO2Ito4qx5lcq1oqq8NnoSsea6x4svYN97T8OG4GEasZafh3GWm41P8+CKsRa6c+mKrEWUE6sKaoZa95aMLpu5ecd7AvFXYIFBHhXHmtKdalYK6ybWLN4Q/b5x1oZF1KseWkrTaJ7B/naf7AyWCr/PDVuirXMasaaseJYs10P/WsQazX5XqtJrAX5gHfpWHP9Y6J3kC+oi1t6mg1ViDWNc6wVFlT/HlJdlWdpD8Vabg1jzVJLsaZ17s600rxNsK89iW6owjNB6VjT1SBvpahCrJX+bFzEmo07Yi3LC0xV+Gwc81apVfxeq1GsFd/fmzSVfzYqbalYy4fkSsp41U2s+XiX2k9RDWOtsvvumsaaY94qSWfPYZwHheUCGHnziSeeoKioiHfeeafc5Xq9nm7durFo0SJ69bL/sjt27FhuvPFGrr/++irtJyPuWKVJd4u3vVUgZiOKosq7c7F4ObwWYypCUUkXEyi1WHTOr8Uo9K5/nUTljUVrbwmAMQeFoZLXYtR+UPxajEqlJMCrkJyMVEwuktUWTenXYlLB5LqFuEVb9vVAzK4vLBZdQ6fX3hWFCdaEkKsyXs6vxSgKK3ktRqG0lilhNqAocv1aDMrSr6AVoNBX8raDqtTrnsZcFAbXr72jdn49EEMWCqPrVnGfH/6Bb0/8RohXKD9P/d1ar0pei7FoS70WU5RsvWlyWSYMVA6vxRRW/tq7xcv59UBFcavA5Pwk7vvH2vJnZqebmNx2Cv7+3uTkFKDXRHDn6luJzjxJkNaPb0bMw08bUNEuyvls6ijWDFV5PdAea2B9FRdj+b9Qn8qM5on1j5FtUfH0oDfo39j6K211Yi1Hn8OUX8cTojBwe5dbGdtifMVlysRavPWHDlf7Oe9Y06MoSnFdpkaxVraLiZrEmtqSZzsPy7seWjQB9tbeWF8PxOT69cAaxZrO+fXA84m1CikUWEq99l7p91oNYs2i1PDWvq84lHqQp/o9S2v/RpW3BKhRrPmDxvm194pizVZGEwRq+w1W3X2v2WPt030fseb03yhQ8MbQeUQFNEOlUuDfsDXZOYWYTGawmKzngCs1irWyXSfVRawpDJlgrKSLCYm1Mq+9V/bGQ5nvNWNe5bGmdn7t3THWVCpFuddDt8RaUUqlbz7VLNacX3uv2vea82vv9TfWKr+/r7tYK/vae/VjrSr39xGo1BoCArzJzsrHnOf6jckLNdYqIrFW6lm6RrFWlfv7ymOtzPWwRrFWtouJ+hRr5/e9VpNn6SrEWpln6TqKtao8S9co1ko9S1cz1lQqJQHqdHJy8l3nbS7gWCut7LN0Zh3FWlU+m5rEWnWfpetfrJVcD7PzlZhUDj2CVCFvVaNYK3N/XzuxFtSorcvlcJEk0QGmTJnCFVdcwU033QRYu3jp378/33//PV27dq2wnKOUFNcX1ouZWq0kONiXjIw8jEbXQS/qp5e3vsC/Z9fSNrgdH4z81NPVqbJ719zJsfSjdAjtyIejP7Gdh78e/YX397wLwP09HmJSq6kerWddMZlNTF06nkJjIde0v45bu9xZeaFS9qfs5ZF/ra++vjNsAZ3DulRSQjiS66Goa6kFqcz681r0Jj19Ivsyd+Drch6KekHOQ1EfyHko6gM5D0V9IOehqA8u1vOwQQP/Stepdncu+fn5/PLLL8TExFBYWPaXnFdffbW6m6yRpKQkZs2axWeffUbTpk259tprWbBgAX379qVx48bMnTuXzp07VzmBLsSFLq3A2hI01DuskjXrl8FNhnIs/ShH0g6TmJdIcHArsooyWXjoCwBaBbViQsvJlWzl4qFSqmgf0pG9ybs5nHaoRts4kWHt700BtAxs5cbaCSFqQ5h3GNPbXsWSI4vZlrCV/Sl76RHZo/KCQgjxf/buO7ypugvg+Deze7dAKaPQllU2MlQQBERxKw7cAzcuxIF7gOL2VXHh3hMRRVSGiOwhGwq0pbRQ2tK928z3j7Q3nWnapk1Lz+d5fGxucpNzyT03uSe/e35CCCGEEKJVNLqI/sADD7Bx40b69OmDp6dnwys0w6BBttGTpoqeQitX2ib32LNnD0ajkaSkJAwG2xD+6dOnk5mZyc0330xxcTGjR4/mrbfeatH4hGhLskptl1uFtrMi+vhuZ/Lh7vcB+PfoP/TvFsXHuz+k0GC7MmTmsPtRqxz3Mj3ZDAiJZeeJ7cRl78doNqLTOO55V1Ninm2y366+3fDWeTfwaCFEW3BF36v4PfFXCgwFfLj7fd7t8oG7QxJCCCGEEEIIUaHRRfTNmzfzyy+/0KtXr5aIp5o9e+qfobVbt24cPFh9Jut77rmHe+65p6XDEqLNsVqtZFWMRA/1Cmvg0W1LZ58u9Avuz4GcOP5J+ZvxMafze+JvAEzqMZlBoR3vapLYENsPiEaLkcT8BPoF92/U+ofzbUX0qMBol8cmhGgZvjpfru5/He/veocDOXGsPbaGi4LPc3dYQgghhBBCCCGARg/vDA0NpWvXrg0/UAjRaoqMhRgrJphpb+1cAMZ3PxOAAzlxPLX6KaxY8dJ6ccvgO90cmXsMCBlA5RTH+7Lq/zGxLkazkeSCI4AU0YVoby6IupguPrZJnT7a/QEmB5PfGMwGMkoyOJhzgD2ZuzCYHU+uI4QQQgghhBCi6Ro9En327NnMnTuXmTNnEh4e3vAKQogWl1lqnzm7vbVzARjXbQIf7HoXgMO5hwG4pv/17XJbXMFX70dP/14cKUhiX/ZepnGF0+umFB7BZDEDEB3Y8OzSQoi2Q6/Rc2PsDF7c8jzHCo/x0rqX8MaP7JIccstzySvLtf2/PJcSY0m1dc/qeTYPj3rMTZELIYQQQgghxMmt0UV0X19f1qxZw6JFi+q8Py4urtlBCSEaJ6skS/k7xLP9FZ47e3emf8gADuTsB6CbXzcujbnczVG5V2zoQI4UJLE/ey9WqxWVStXwSkB8brzyt4xEF6L9ObPHZH489B2H8xNZfGAxZrMFq7Xh9dal/stsyyNo1JqWD1IIIYQQQgghOphGF9GfeeYZ+vfvz4QJE/Dy8mqJmIQQjZRdZi+it9fR2+O7nakU0e8efn+jJ9M82QwIieX3w7+RXZpNRkk6XXycu/KnclLRQI9Agj2DWzJEIUQLUKvUzBx2P4+ufRAzRnx1vvjrAwnyDCLQI6jW/9OL01i4+z1KTaUcyj1I/5AB7t4EIYQQQgghhDjpNLqInpWVxbJly9Dr9S0RjxCiCbIrJhX10Hjgo/N1czRNc0HUxaSXHKdvl2hGhY/GZLK4OyS3qpxcFGB/9l6ni+hVJxV1dvS6EKJtGRQ6mF8vXUZQkA/FBUaHx8NiYzEf7Xkfi9XKrswdUkQXQgghhBBCiBbQ6IlFx4wZw+HDh1siFiFEE2VV9EQP9Qprt4VTvUbPfac8wFWDrnJ3KG1CV98IAjwCAdiXvc+pdaxWKwl5tnYu0spFiPZNr9Gj1zQ8YMFH56PMf7DzxPaWDksIIYQQQgghOqRGj0SfPHkys2fPZuLEiXTt2hW1unod/sorr3RZcEII51SORA9pp61cRG0qlYoBIbFsPL6efVm7nVonvThNmWxQJhUVouMY2mkYh3IPsjdrDyaLCa260V/vhBBCCCGEEEI40OizrCeeeAKAxMTEWvepVCopogvhBpkVI9HDpIh+UokNGcjG4+tJyj9MibEEb523w8dXjkIHGYkuREcyJGw4Pxz8jnJzOQdzDhAbOtDdIQkhhBBCCCHESaXRRfR9+/ah0WhaIhYhRBPJSPSTU2yorS+6xWrlQM5+hnc+xeHjKycV1Wv0dPPr3uLxCSHahoGhg1CrVEpfdCmiCyGEEEIIIYRrNbonuhTQhWhbTBYTeeV5gBTRTzZ9gvoqbRn2Ze9t8PGJFZOK9g6IQq1q9OFdCNFOeeu86RvcH5C+6EIIIYQQQgjREho9En3s2LH13mc2m9m4cWOzAhJCNE52Wbbyd6hXmBsjEa6m1+jpE9SX/dn72O9MET1XJhUVoqMaEjaMuOz97Mvei8FscGpSUiGEEEIIIYQQzml0Ef3KK69EpVIpty0WC8eOHWP9+vXcfvvtLg1OCNGwrJJM5e8QTxmJfrIZEBJbUUTfh8VqqXeEeUF5vtIbXyYVFaLjGdppGN8d+BqD2cDBnDgGhQ1xd0hCCCGEEEIIcdJodBH9nnvuqXP57t27+eabb5odkBCicbLLspS/Q71lJPrJJjZ0ED8d+oESYwlHCpLoHRBV5+NkUlEhOrYBIQPRqjWYLGZ2Zu6QIroQQgghhBBCuJDLmuYOHjyYPXv2uOrphBBOqpxUFCDYI9iNkYiWEBtinyBwf9a+eh9XOamoWqWiV0DvFo9LCNG2eGm96BtU2Rd9h5ujEUIIIYQQQoiTi8uK6MnJyeTn57vq6YQQTsqqaOER6BGITqNzczTC1YI8gwn37QrA3uzd9T6uclLRCN/ueGo9WyU2IUTbMqTTMADisvdhMBvcHI0QQgghhBBCnDwa3c5l+vTptZYZDAYOHz7MpEmTXBKUEMJ5lSPRQ7ykH/rJakBILGlFx9mf7WAkeq6tiB4dGNNaYQkh2pihYcP4Ju5LjBYjcdn7lKK6EEIIIYQQQojmaXQRPTIystrEogAeHh5MmzaNadOmuSwwIYRzMiuK6GFe0g/9ZBUbMohVyStIKzpOblkOQZ7V2/aUm8tJKTwCSD90ITqyAaED0aq1mCwmdmbukCK6EEIIIYQQQrhIo4voL774YkvEIYRoIhmJfvKLDbX3Rd+XvZexEWdUu/9IfhIWqxWQIroQHZmHxoMBIbHsztzFrhM7INbdEQkhhBBCCCHEycGpIvpPP/3EZZddBsD333/v8LFXXnll86MSQjjFarWSXSZF9JNdpH8vvHXelBhL2J9Vu4heOakoSBFdiI5uSNgwdmfuIi5nP2WmMpkjQQghhBBCCCFcwKki+nPPPacU0Z9++ul6H6dSqaSILkQrKjYVU2YqAyBU2rmctNQqNf2DB/Bfxjb2Ze+tdX/lpKLBnsG1Wr0IITqWoZ2G8eX+zzBZTOzP3svwzqe4OyQhhBBCCCGEaPecKqLv3r1b+fvAgQMtFowQonGySjKVv0M8ZST6ySw2dBD/ZWzjUO5BDGYDeo1euS8xNx6QSUWFENAveAA6tQ6jxcjOzB1SRBdCCCGEEEIIF1A35sEmk4nbb7+9pWIRQjRSZSsXgFBvKaKfzGJDbH3RTRYT8bmHlOUWq4XD+YkARAVJEV2Ijk6v0TOg4nix68QON0cjhBBCCCGEECeHRhXRtVot8fHxZGRktFQ8QohGyCqtUkSXkegntX7BA1CrVADszbJfHXS8KJVSUykAUQHSD10IYWvpAnAwJ045PgghhBBCCCGEaDqn2rlUdeeddzJr1izOOeccunfvjk6nq3b/2LFjXRacEMKx7Ioiuk6tw0/v7+ZoREvy1nnTK6A3iXmJ7M/epyyXSUWFEDUN6TQM9oHZamFf1h5O6TLK3SEJIYQQQgghRLvW6CL6k08+CcD27dtr3adSqYiLi2t+VEIIp1SORA/1CkVVMUpZnLwGhAwiMS+Rfdl7sVqtqFQqZVJRL60XXX0j3ByhEKIt6BfUH71Gj8FsYFfmDimiCyGEEEIIIUQzNbqIvmrVqpaIQwjRBFmltolFQ73C3ByJaA0DQwfyW+Iv5JfncbwolQi/bsqkor0DolCrGtWhSwhxktJpdMSGDGTHie3slL7oQgghhBBCCNFsja64REREEBERgcViITU1laysLLRarbJcCNF6Ktu5hHhJP/SOoHKyQID92XsBSMizFdFlUlEhRFVDOw0H4FDuAUqMJW6ORgghhBBCCCHat0aPRD969Ch33XUXCQkJWK1WwNbGZcSIEbzyyiuEh4e7PEghRN0qR6KHeIW4ORLRGjp7dyHYM5icshz2Ze/llC6jyCnLAWRSUSFEdUPCbJOLWqxW9mbtYVT4aDdHJIQQQgghhBDtV6NHoj/++OMEBgby/vvv8/vvv7N06VIWLFiAxWLhiSeeaIkYhRB1MFvM5JXnAtLOpaNQqVTEhg4CYF/WXplUVAhRr77B/fDUegKwK7P2PDZCCCGEEEIIIZzX6JHo+/btY9WqVQQGBirLoqOjGTZsGGeddZYrYxNCOJBTloOl4mqQEE9p59JRxIYMZO2xNSQXJLErcycAapWKXgG93RuYEKJN0aq1DAwdxLb0rdIXXQghhBBCCCGaqdEj0YOCgtBoNLWW63Q6AgICXBKUEKJh2WVZyt+h3jISvaOoHIluBf5M+h2AHn6R6DV6N0YlhGiLKlu6JOQdoshY5OZohBBCCCGEEKL9anQR/Z577uGFF14gNzdXWZafn8/LL7/MPffc49LghBD1q+yHDhAm7Vw6jKiAaHRqHQB55Xm2ZUHSykUIUVvl5KIWq5W9mbvdHI0QQgghhBBCtF9OtXOZOHEiKpVKuZ2dnc2SJUsICAhArVaTm5uLXq9nx44dXHLJJS0WrBDCLrvUPhI92FMmFu0odBod/YL7syfLXhCTSUWFEHWJCeyDl9aLUlMpOzO3M6brae4OSQghhBBCCCHaJaeK6Jdcckm1Inp9jEZjswMSQjgnq6KI7q/3l1YeHUxs6MDqRXSZVFQIUQeNWsOg0MFsSd/MrhM73R2OEEIIIYQQQrRbThXRpU2LEG1PZTuXUC+ZVLSjGRAysNrt6MAYN0UihGjrhnQaxpb0zSTmxVNoKMBP7+/ukIQQQgghhBCi3XGqiP7WW29x7733AvD666/X+ziVSsWsWbNcE5kQwqHKdi4hUkTvcAaExCp/h3mF4e8hkzoLIeo2NMzWF90K7MnczWkRY90bkBBCCCGEEEK0Q04V0ZctW6YU0ZcuXVrv46SILkTryZIieocV4BFIN7/uHCs8SlSQjEIXQtQvOigGH50PxcZidmbukCK6EEIIIYQQQjSBU0X0P//8U/n777//brFghBDOyy6zFdFDvcLcHIlwhxmDbuPnQz8yve817g5FCNGGqVVqBoUNYdPxDezO3OHucIQQQgghhBCiXXKqiJ6UlOT0E/bq1avJwQghnFNiLKHEWAJAiKeMRO+IxkacwdiIM9wdhhCiHRgaNoxNxzeQmJdIQXm+tIASQgghhBBCiEZyqog+depUVCqVw8dYrVZUKhVxcXEuCQzg2LFjPP300/z33394eXlx6aWXMnv2bNRqdbXHvf3227z77rtotdU3Z/Xq1YSGSoFRnHwqR6EDhHrLSHQhhBD1G9ppmPL3rsydjOs23o3RCCGEEEIIIUT741QR/fPPP2+wiO5qVquVu+++m+joaNasWUNWVha33noroaGh3HTTTbUef9FFF/Hiiy+2aoxCuEtWSabyd5j0RBdCCOFAr4Ao/PR+FBoK2Zm5Q4roQgghhBBCCNFIThXRR48e3dJx1LJnzx4OHjzIZ599RkBAAAEBAdx666189tlndRbRhehIqo5ED/YMcWMkQggh2jq1Ss2g0CFsOL6O3Sd2ujscIYQQQgghhGh3nCqiX3fddXz55ZcATJ8+3eFjv/vuu+ZHBezfv5+IiAgCAwOVZbGxsRw5coSioiJ8fX2rPf7gwYNcfvnlHD58mB49ejB79mzGjh3bqNcsTkkGQB8UhM7PX1luyM3BWFiISqvFu2uEstxiMlF6PBUAj9BQtN4+yn1lmScwl5ai8fTEs1NnZbm5vIyyjAwAPDt3QePhodxXmp6GxWBA6+ODR4h9dLGpuJjybFvR1KtrBOoqbWtKjh3FarGg8w9AX+XfyliQjyEvD9QqfLr1UJZbrVZKjqbYtjM4BF2Vf8fSrCyKUk9gVWnwCu9q306jkdK047aYwzqh8fKqYzu98OzUyb6dpaWUZZ6wxdwlHLVeb3+dtONYjEa0Pr54hNgLwMaiIgw52QB4d+uOqkrbnuJjKWCxogsIRB9g7+VqyMvDWJCPSq3Gu1t3+3aazZSkHqtzO8uzszAVF6PW6apvp8FAaXqabTs7dUbj6WnfzhMZmMvK0Hh54Rlm305TSQnlWbZR4V7hXVHrdMp9JcdTsZpM6Pz80AcF27ezsBBDbo5tO7v3qHaVR/HRFLBa0QcGovOvup25GAsKUGk0eEd0I6vUtj/oUKPNyKdYVVhrH1S208MDr85d7O9NeTllGem27ezcGY2HfTtLM9KxlJej8fbGM9TeJsZUUkx5Vj37YOV2+vujDwyyb2flPgj49OipLK+2D9bItfLcHAryTlBSbETfOVxZXj3XwtB6eyv31ZtrZWWUnagn15R9sP5c847ohkqjsW9nPblmyM/HmJ9XO9csFkqOHbVtZ819MCcbU1FR7X3QUa6dOIG5rIFcq7EPKtvp64tHcMvnmkdIKFqfOvbBGttZbR9sSq7Vtw/WyrUCDLm5tu2smWuVx/s6cq2spAhdkR/42p/L4fE+KxNzSUkduebgeF+Ra7X2QUe5lnoMq9lcf66pVPh0r+d4HxSMzs/Pvp31fa5V2Qebkmv1H++rb2e1fbAlcy07G1NxHblW9XhfX67V2AebnWs198GKXKu9D9pyTavXEhTUzx5z1X2wvlzT6/HqYj92Vs21oYED2XB8HUcKksgry8WzwFBPrjlxvHeQa1WP9+Ag15ry3aopuVbfd6tWzjVHx3unc625361q5JpyvK+ZaxX7IGoVAZGR9u10ea7VfbxvUq416btVxedaxXcrJeZm5lrN71bKdjblu1XNXKvnuxW4+DymItfa4nmMfTur51qTvlu1kfOYWtvp8DzGiVxr4+cxSswO9sFWP49xMtesVitFKcmYTZYm5poLzmNcmGv1frdyUDNo9fOYVqoZtNp5jNO5Vv95TMGRIxTll6Dx9a8711zy3apqrtV9HuPSmoHD71ZO5lozz2PaXM2gvuO9O2oGdRzvNXmeGFR61D5V3pt6cq3Z361aqWYQFjaQhjhVRI+s8gU6MjKyVVq75ObmEhBQfeKrytu5ubnViuhdunShe/fu3HfffYSHh/PDDz9wxx13sGTJEqKiopx+zfj33wag+4WX0HnsOGV52qZ1ZKz9F4+gIAY9+qSyvLywWFkn6vqbCBo4SLkvY+Wf5O7ZjV/vKPreMVNZXno0nfj3FwDQ/74H8KjyReLYz99TfOwYIcNH0Gv6Ncry/MRDJH33NQBDnn4Oraf9i1zSFx9jLCoifOJkIs45V1meufM/Uv9chlqvZ/g8e5sbi9GoxNzz0ssJG3MqABqNmqN/riBl9Ro8wsIY+OAcZZ2y3HxlnZibbyWgX3/7v80fv5F/IA7/Pn3pc8vtyvKS9FTiP3wfgNjZj6DvbD9QpfzwDaUZ6YSOGk3kZVcqy/Pi4zjy4/cADJs7H02VHf7wxx9gLi8n4uyphE86y/7vvH0LaSuXo/X2Zugz85TlJmO5EnOvK68iZMRI5b6ja1aRvW0r3l0jGHD/bHvMmTnKOn1vvwu/qGjlvuO/LaYgMYHAAbFE3zhDWV6UmkLCpx8BMOiRx9BWObimfPslZdlZdDptLD0uvlRZnhO3h5RffgZgxPxXUGnsH/yJC9/BYjbT7bwL6DL+TGV5+paNpP/zN3p/fwY/8Qw55dmoVBCuDiHxg3cA6H3N9QQPGWp//VV/kbNzB749etLv7vuU5eXHTyjb2e/u+/Co8sUwdclPFB05QtDgIURde4OyvPDIYRK/+hyAwU88jdbTnptHvvwEQ34+nc+YQPfzL1SWZ+3ZybHff0OlVjPixVeV5VarVXn9HhddQqfT7bmWvu5fsjetRxMQxMCHH7PHXFikrBN9w80ExtoPbunLl5G3by9+UdH0vf0uZXnpiTTi37f92wy4bzYeEfYP2KM//0BJ6jFCRpxCryuvVpbnJx4k6btvABj6zFy0HvaD++HPPsRUUkL4pLOIOHuqsjxz5zZS//oDjV7PsCq5ZjaY7Ll22RWEjRpj/3de+w+Zmzfi1akzsQ8+Yo85J8+ea7fcTkCfvsp9aX/8Sv7BAwT07UfMjNuU5cVpx4j/6AMAYh98BH2VLwUp339N6YkMwkafSs9plyvLcw/tJ/mnHwAYNu/F6rn20fuYDYbaufbfZtJWraida4ZSe65Nv5qQ4afY/53/WUn2f9vwjujGgPseUJYbMqrk2h0z8ettP06n/raYwsQEAmMHEn3DzcryoqNHSPj8EwAGPfoE2ioffMnffkF5djadTh9Hj4suUZbn7N9DypLFAIx46bVqn10JC9/BarHUyrW0Tes5sXYNPqHBxM6xH+8NJfbtjLr2BoIGD7H/26z8k9zdu/CNjKTfXfcqy8uOZyrr9K+Za4t/pCglmeChw+h99XXK8oKkRA5//QUAQ554Bq2n/UvJkS8/wVBQQJcJE+l27vnK8spcU2s0DJ//irLcajbbc+3iS+l0mv2H5ePr/+XEhnV4hoQy8JEquZZfaM+1m24hsP8A5b70v34nb/8+/KOi6VM11zKOE//BuwAMmPUg3lW+5B1d9D0lx1MJOWUkva64Slmen3iQpO+/BWDos8+j9bB/kVNybfIUIqacoyxXcs3Dg2Fz5yvLzeX2z7XIy68kdKT96rlja/8ma8tmvDp3IXb2w/aYs+2fa31uvQP/mD72f5tlSyg4dJCAfv2JuflWZXlxagrxn3wIwMCH5qCv8oUt+fuvKDtxgrAxp9Hz0suU5bkH9pH8848ADH/+JdRa+3YmfvQ+FoOBiHPOJXziZGV5xrZNpP29Er2fH91efxVNxWeEsdxQJdeuIWT4CPu/8+oVZG//D59u3eh/rz3XyjOylXUGXnsRlSmwN2c34cv2U3g4kaBBg4m67kZlncKUIyR+8SkAgx59Em2Q/UQn+evPKM/NpfO4M+h+wcXK8ux9ezj6qy3XTnn5dapK+GABVquV7hdcROdx9jYyaZs3kPHvP+gDAxn82FPKckNRiT3XrruRoEGD7f82K/4kd08duXYsw55r99yPR5WTsGOLf6T4aArBQ4fT++prleUFh+M5/M1XAAx5qo7vVoWFdDlzIt2mVsm13Ts4tmwpaq2W4S+8rCy3mOzH+x6XTKPTqacr9x1fv4YTG9bjGRrGwIcftcecV3+upf25lPy4/fhHx9DntjuV5SUZx4lf+B4AsQ88hL7KicbRn76lJC2N0JGjiby8ynerhAMc+cE2wGXYcy+gqbIPJn36IabSUrqedTZdzzpbWX5i5zaOL/8TrZcXI+bZck2jUWO2mqrk2nRCR46y/zv/+zdZWzfjHR7OgFkPKctLs3Lrz7Xfl1AQf4iA/gOIuekWZXlxajLxn9i+Ww18+DH0VeY3Sv7uS8oyMwk79TR6XlIj1xb/BMDwF15GrbWf0CZ+9B4Wo5GIqecRfuYkZXnG1o2krV6Fzs+PIU8+qyw3ltlzrffV1xI8dLj93/nvFWTv+A+f7t3pf88sZXl5mv143++ue/CI7GX/t/nlJ4qOJNXOteQkEr/8DIDBjz2FtsrJ9pGvPsOQl0vnM8bT/fyLlOXZ+3Zz9LclqFQqRrz0GlXZz2MupvNY+8Tj9Z3HVMu1628kaGDVXPvDdh7Tqzd977xbWV7tPObeWXhUOUE+tvgHio8eJWTYCHpdVeU85nA8Sd9W5Jqz5zG7tpP6x++odTqGP/+SchxUY63zPAYgdf0aMjduwDMsjIEPVc21gvrPYypzLaYPfW69Q1le7TzmgYfRd7EXllJ+/JbS9DpyzdF5zCcLMZeV0XXKOXSdPEVZfmL7Fo6vXI7Wy5uhz9Z9HhN5xXRCT6mSa2tWkbVtC95duzLg/gftMVc5j+lz2534R8co9x1f+gsFCfEOz2Nq5pr9POZ0elw8TVmec2AvKYsXAY04j9m6kfTV9vOYSsZS+3b2vuY6gofY5++o9zymaq7NvBePnpHKfU6dxzz+FFrPQOW+I199iiEvr9Z5TPbeXRxd+mu185jK/fDgO2/ZPtdq1gw2riNj3b94BAczaM4T9pgdnMdkrPiD3L17atcMHJzH1F8zqHEeo7Xn2uHPP8JUXFxHzaDu85hqNYNplxM2ukqura37PKZazWDGbQT0tQ8EqO88xpmaQdjoMfScdoWyvNp5TM1cq+88pr6agaGs/vOYemoGhhP1n8fUWzM4lkzCZx8DMGjO42i97IVKJdccnce8+KryY4FGo2bna69hKDcSce751XNt8wbS16xGHxDA4Meftsdc5TymZs3gxKq/yNm1E9+ekfSbWfU8xkHN4JefKEo+QvCQofS+5npledXzmPpqBl3Gn0m38y5Qlis1A42aEfOr1AwslnprBsc3rOXE+rW1z2MKquTajTMIHBBr/7ep7zymaq7dPxuPKkV5h+cxSq7Na9x5TM2aQZXzmFo1g3Wrydy8qY7zmLx6v1vVWzM4fpT4jxcCtc9j6q0ZHNxH8qK6z2P2LnwPlcVEl8nn0Lnqd6uK8xitjw9Dn56rLDcZjPXnWj3nMQ5rBr/+bDuPGTiIqOvtnUoc1gy++ZzynBw6jz2D7hderCyveh4T+eEHNMSpIvrcufaNb62+440p1F9++eVcfrn9zb7xxhtZunQpv/76K7NmzXKwZnU6ne0Lt6+vB0FB9uJZtrcHOp0GvYeu2vIya7myjr+/V7X7vLz0FOk0eHpWX0ed7aWsE+DvhV+V+zw8dBh0Gry89NXWMfh5KusEBfqg87Xfp9drQafBx6d6zIW+tnU0Ok215WaDod7tTAe0WjUeNbazxODtcDtLdBq8amwnVWIOCPDCp9p2ajHpNHh7V3/9Mt8q2xnkU+1XQL1ei8liqrWdeT6290an11ZbbvJQVdlOz2r3ZXjpKdBp8KgRs66k+nYGVrnP00tPaR3vjaXadnrjVeU+vYcWs06Dd42YS6psZ2CQD+oqv1zq9Fosptox53rrbftgxXYWW/PRaNR08e+sPJefn2et90ZXx3Zq8r2r7YP+VbfTQ0e5ToN3je00VdnOwABvPAKr74PWOvbBoortVKnV1ZZbrdZ635tsT9uBWV9jvy2zlNm3s459sLiOXFP5e1XbB32rbacWYx3baaj63gT6oPOpvp0qY+3tLKjMtRr7oNmgs8dcYzszK95PD4/q63iU159rnhW55lkjZmuV7QwM8Ma7zlzTO861KiOsdHotaqsZnxox15drRj31bmdlrnnW2E5dkVf9ueapo6yOXDPX2E7Pqtup12LRafCpsZ0lNbaz6ueKTqfBalHV2gdzfDzQatVKbJXKVcZ6c8278nhf49ipyauynQHe1XLNw9OWazW301g11wK90QfUkWs1trMy19Ta6v/OFrO53lzL8qn8XKu+TqmpxB5zHceU4jr2weq55l0t1zw8dXXmWnnV9ybQu9pIkXpzrSJmbc1cK9fWu50nKj6/a+aavsyr/u301NV5vLfW2M7quaazHe9rvDelvh7V3s+quabXaTBbNbViVnKtSo4AGHXWevfB9MrjfY19UFtoj7l/RAwhycHkleURX7SfXs7kWmD1XNN76LDU8fldXGU7q30XoCLXrNY6c02n0+BR4/0sw1Dvdnp56erMNXVO/bnm6Wn7blXzvTH6Vd9OvV/17aRMg0+N7SysiFmtq5FrJlP9uVbPPugw1zx1tuN9ze9WNfZBnxr7oLGO7SyvsZ3aKqOVdHotKlPtXMuvkmuV+5+/vxcmvare9+aEd937oL7UwedaZa7V2E5LjZi96si1mu9NqV/1433VkUd6nQYzFnxrbGdu5XGwxj5o0FqqbGf1mNPr2U5NQfXtDKixnXUd76t+twqokWseHpXH+5q5VvHdSqWqM9eAWttZ73lMtVxz4XmMtwvOYyrem5rnMf5VnqvmeUyWtwd5dbw3Jcbi+s9j6ss1p85jGvhuVfM8xlx/run01bez6nlMzfcmo559sOZ5TF25VnM7LTW+c9R5HuPdhPOYmrnmXU+uacwO98E6z2Mc5Zoz5zGBPtXOYzyacB5T+T2xds2g7vemofOYunJNFeBdbR/0rSvXGnseY2jMeUzVmoFz5zGOagbKeUwTcq3mdjrKNeU8xsmagTPnMbVqBsWNrxmYnagZNHgeU2XEPdjqNvV9t6qZa47OYypzreZ7U/U8plbNwJnzmHpqBjVrI8p5jKb6cdBqsdS7D1bmWq3zGHOpw+101XlM9Vzzdq5mUPm55uA8puY+eMKr7lxzdB7jWfm51qjzmLo/10prbGfV8xitToO53FTrM78puVbfeUy1mkGAd/NrBsp5TPV1qp7HOENltVqtTj8aWLduXb33mc1mxo93zWRVP/zwAx988AGrVq1Slu3cuZMrr7yS7du341NlR63L/fffj7e3Ny+88ILTr5myYx8qtQqPwCB0/tVbTBgLC1FrtHhX+RXYYjJRUnFJgmcd7VxMpaVoPDzx6lz9MsjSissgveq4NMtsMKD19sGzykgAY3ER5dkVl1HUuCShuOJyEX3Ny0UqLotR1XFZTHHFZTEeVS4X0WjU6AzF5KZlYlVral0WU1LlchFtjcsgTRWXxXhVGQFrqnEZZNWEK6m4XERXx+X95RWXi/jUvDTraApWqxV9QAD6gCrbmZeHoeJyEZ8al2YVV16aVeOymLKsLEwltkuzqo6YNFe5DNKrxuUipRkZmMvL0NZxuUhZxeUi3jUvzUpNxWK2XS7iUeMyyPKKyyB96mgxYcV22bu+yqVZ5bm5GAttl0H6RHRj5orbicvez/iu45kdaRspWWsfrNhOjd4Dry7VL80qrbgsxqvmZZDp6ZgN5WjruDSrrOLSrJr7oH07/fGoMmLRUOUySN8al0Eq+2CNXDPl5+FhNVBcZsKzS5VLlqrlWu1Ls+rMtbIySk/UnWuV+6CjXPOpddl7PbmWn4chP792rlksFFdcmlVzHyzPycZYcRmkd41Ls+rLtdLKS5Yc5FqtfbAy1+q4NKtFci0kBJ2PE7lWdR9sSq7Vuw/WyLWCAsrzKlpM1Mi1oiotJmrmmqW4EP9AXywBoZjNFqCB431WJqaSkjpyzdHxvjLXqu+DjnKtuLLFRD25pqL2JcdKrtW87L2+z7Wq+2BTcq2e432tXKu6D7ZkrmVnYSx2fLyvL9dq7YOOcu14qq2Q6ijX6rgM0lpx2bu+RosJQ0E+Wq2W8Ng+FBSUYjZbqu2D9eWapo7LIKse7x/f9CRb0jYxIHQgrwx6pp5cc+Z4X3+u+dZoMVF/rjXhu1WTcq3u71atnmt1XHLc2Fxr9nermrlWuQ/W0c7FUGDLNf/ISPz9vSgoKMVkNLk21+o73jcl15rw3UrZzorvVsp744Jcq95iomI7m/Tdqnqu1ffdCuy55pLzmMpcayPnMRqNGn9/L/LzSyg4csS2nXW0czEWFTnOtbZ6HlPzc83BeYwzudbWz2MqOd4HW/s8puFc02jU+Pl5krb3AGaLtYm51vzzGJfmWn3freqpGYAbzmNaq2bQWucxzuZaPecxGo0acjIoKixF4x9QZ6655rtV1Vyr7zzGdTUDh9+tnM215p7HtLWaQT3He7fUDGoc70uPH8PXW49B64nGt3o7l7pyrdnfrVqpZtB9iP3K0Po0uojer1+/Wsuq/mPGxcU15unqFRcXx6WXXsqGDRsIqkiyL774gu+//57ff/+92mPfe+89RowYwahR9kvdLrroIs455xzuvPNOnJWZWeiS2Nsjrdb2K3tubjEmk8Xd4YgGXLV0GlmlWVwScxl3Db3H3eG4jOyHoi2Q/VC0BS2xH36y90O+jfsKT60nSy7+A7VK3fBKokOT46FoC2Q/FG2B7IeiLZD9ULQFJ+t+GBbm1+BjGn32tGrVqmr/rVixgk8++YQJEyYok4+6Qv/+/Rk8eDDz5s2joKCAgwcPsnDhQq655hoAzjnnHLZt2wZAQUEBc+fO5ejRo5SXl/PJJ5+QkpLCpZde6uglhGiXLFYLOWW2XwRDPEMaeLQQQghhExNo65lYZirjWOFRN0cjhBBCCCGEEO2HUz3Rq4qocrlEpe7duzNo0CBuueUWvvvuO5cEBvDmm2/y1FNPMW7cOHx8fLj66qu5+mrbJIBJSUmUlJQAMGvWLMxmM1dddRWlpaX07duXzz77jM5VLtMQ4mSRV56LpeICkjDvsAYeLYQQQtjEBNknHkrIi6eHf08HjxZCCCGEEEIIUanRRfT6+Pr6kl3RF8hVunTpwsKFC+u87+DBg8rfer2exx57jMcee6zOxwpxMskqyVL+DvWSIroQQgjndPbugq/OlyJjEYl58UzsMdndIQkhhBBCCCFEu9DoInpSUlKtZUajkVWrVmE2m10SlBCiftll9iJ6sLRzEUII4SSVSkVUYAy7MncQn3vI3eEIIYQQQgghRLvR6CL61KlTq00kCraZc/V6PU8//bTLAhNC1C2lIBkAtUpFJ29pWSSEEMJ50UHR7MrcQUJePFartdZ3OiGEEEIIIYQQtTW6iP7555/XOuHy9PSkR48eBAYGuiouIUQ9EvMSAOjhF4leo3dzNEIIIdqTyslFCw2FnCjJoLNPFzdHJIQQQgghhBBtX6OL6KNHj26JOIQQTjqcnwhAVGCUmyMRQgjR3kQFxih/J+TFSxFdCCGEEEIIIZzQ6CL6VVddhU6nc+qxX3zxRaMDEkLUr9xcztFCWzuX3oHRbo5GCCFEe9PDvyd6jR6D2UBCXjynR4xzd0hCCCGEEEII0eapG7tC37592b9/P7m5uQQFBREQEEBmZiZxcXF07dqViIgI5T8hhGsdyU/CYrUCEF1lNKEQQgjhDLVKTVTFj7AJMrmoEEIIIYQQQjil0SPRfX19uffee7n++uurLf/444/JycnhoYcecllwQojqEvLilb97B0g7FyGEEI0XHRhDXPb+ap8pQgghhBBCCCHq1+iR6IsXL2b69Om1ll977bX8/PPPLglKiNZ2KOcgN/5xDd/EfenuUByq7Ice4hVCoGeQm6MRQgjRHkVXTC6aVZpFblmOm6MRQgghhBBCiLav0UV0k8lEWlpareUZGRlYLBaXBCVEa/sjaSmpRcf49sBXWKxtdz9OzLWNGowKkH7oQgghmia6xuSiQgghhBBCCCEca3Q7l7FjxzJjxgyuvvpqevToAcCxY8f49ttvOfXUU10eoBCtIaViss4yUxlHC1Po6R/p3oDqYLFalJHoUUHSD10IIUTTRAb0QqNSY7ZaSMxLYGSX0e4OSQghhBBCCCHatEYX0Z999lleeuklFixYQElJCQCenp6cc845PProoy4PUIjWkFyQrPydkHuoTRbR04vTKDWVAtIPXQghRNPpNXoiA3qRmJdIvEwuKoQQQgghhBANatLEonPnzmXu3Lnk5+djtVoJDAxsgdCEaB355Xnkl+cptw/lHmJSzynuC6geiXkJyt9VL8UXQgghGisqMIbEvERp5yKEEEIIIYQQTmh0T3SA4uJiFi9ezJdffqkU0NPT010ZlxCtJqXKKHSAhLy2OSqvstDhqfWkq2+Em6MRQgjRnsVUTC56vCiVImORm6MRQgghhBBCiLat0UX0+Ph4zjrrLF544QXef/99AI4ePcrZZ5/Ntm3bXB6gEC0tuUYRPT73UJucXPRwxUj0XgG9Uaua9PuXEEIIAVSfW+NwlSudhBBCCCGEEELU1uhK3EsvvcRFF13Epk2bUKttq3fv3p1Zs2bxxhtvuDxAIVra0cKUardLTaUcL0p1UzT1q2znEhUQ7eZIhBBCtHdRAdGoKv6Wli5CCCGEEEII4Viji+j79+/nnnvuQaPRoFKplOVXX301Bw4ccGlwQrSG5IIkADp7d1aWtbWJ1grK88kszQRsfWyFEEKI5vDWedPVtxvQ9j7zhBBCCCGEEKKtaXQRvaysDI1GU2t5cXExVqvVJUEJ0Zoqe6KPCj8VH50P0Pb6oledVDQqUEaiCyGEaL6YIFtf9EQZiS6EEEIIIYQQDjW6iD5s2DA++OCDassKCwuZN28ew4YNc1lgQrSGEmOJMsK7p39PoismWjvUxkblHc5PBEAFRAb0cm8wQgghTgrRFVc2JRccodxc7uZohBBCCCGEEKLtanQR/ZFHHuGHH37g9NNPx2AwcP755zNu3Dg2b97MQw891BIxCtFiqvZD7+HXk5iKidYScg+1qSsrKvvVRvh1x0vr5eZohBBCnAyiKz7zLFYrR/KT3ByNEEIIIYQQQrRd2sau0KdPH5YvX86SJUs4cuQIKpWKXr16cf755+Pj49MSMQrRYlIKjih/9wyIJLc8F4AiYxHpxWmE+3Z1U2TVHa5o5xIt/dCFEEK4SNXPlPjcQ/QN7ufGaIQQQgghhBCi7Wp0ER3A29ubq666CoC0tDTCw8NdGpQQrSWl0NYP3VfnS5BHsNIfFiA+71CbKKIbzAaSK4r9vQOi3BuMEEKIk0aARyBhXmFklma2ublAhBBCCCGEEKItaXQ7l5rOOeccV8QhhFskV0wq2sO/JyqVigjfbkq7lPjcg+4MTXG0MBmz1QJAlIxEF0II4UJRlW3MZHJRIYQQQgghhKhXs4vobalvtBCNlVKliA6gVqmVy9vj28jkogkVrVwAogKj3RiJEEKIk01MxYTah/MSMVvMbo5GCCGEEEIIIdqmZhfRhWivDGYDacWpgG1S0UoxQX0BWxG9LfxIlFhRRA/0CCTYM9jN0QghhDiZVLYxM1qMSoszIYQQQgghhBDVNbuIftFFF7kiDiFaXWrRMSwVRfIe/pHK8piKS9sLDAWcKD3hjtCqqSyi9w6MQqVSuTkaIYQQJ5OqbcISpaWLEEIIIYQQQtSpSUX0qqNzn332WQ4cOEB+fr7LghKiNVRO1gnQ098+Ej06sMrkom7ui261WjlcUUSPln7oQgghXCzMKwx/jwAA4nOliC6EEEIIIYQQdWl0Ef2///5j0qRJgK3Ad/PNN3PxxRczfvx4Nm3a5PIAhWgplf3Q9Ro9nbw7K8t7+PfEQ+MBuL8v+omSDIqMRYD0QxdCCOF6KpWK6IrPl4S8tjEXiBBCCCGEEEK0NY0uor/66qtMnz4dgFWrVnHo0CFWr17Nc889x5tvvunyAIVoKUcLUwDo7tcDtcqeCmqVWilYu3skemKVSUV7B0gRXQghhOtVXumUkBePxWpxczRCCCGEEEII0fY0uoh+6NAhbrrpJgBWr17N1KlTCQ8P57zzziMxMdHlAQrRUpILkoDqrVwqRVdMtObuyUUT821FdJ1aR3e/Hm6LQwghxMmrso1ZibGE9OI0N0cjhBBCCCGEEG1Po4voGo0Gtdq22saNGzn99NMBsFgsmM1m10YnRAuxWC0cKzwGQE//XrXu7xPUF4C88jyySrNaNbaqKkei9wrojUatcVscQgghTl4xQfa5QBJkclEhhBBCCCGEqEXb2BUGDBjAggUL0Gg05OXlceqppwKwfPlyIiMjXR2fEC0ireg4RosRoM4R3tULCocI8w5rtdiqSqwoZkg/dCGEEC2lq28EXlovSk2lxOce4oxuE9wdkhBCCCGEEEK0KY0eiT5nzhz++usvPv/8c+bNm4eXlxc5OTk88sgj3HnnnS0RoxAul1KYrPzdo452Lj39ItGpdYD7JhctMhaRXpwOSBFdCCFEy6k6F0iijEQXQgghhBBCiFoaPRK9X79+LFu2rNqy4OBgli9fTteuXV0WmBAtKbngCAAalZoI32617teoNUQFRnMgJ474PPcU0ZPy7HMM9JYiuhBCiBYUFRjD3qw9ylwgKpXK3SEJIYQQQgghRJvhVBF948aNStuWdevW1fu4w4cPM3bsWNdEJkQLSimwjUSP8OuOVl13GsQE9bEV0XMPtmZoisp+6AC9A6LcEoMQQoiOobKNWV55Htll2YR6hbo5IiGEEEIIIYRoO5wqot9+++3s3r0bgFtuuaXex6lUKuLi4lwTmRAtqLKdSw+/2q1cKsVUTC6aXZpNTlk2wZ4hrRJbpcrJ3cJ9u+Kj82nV1xZCCNGxRFe54ikhL16K6EIIIYQQQghRhVNF9D///FP5e9WqVS0WjBCtwWq1KiPRu/vXnlS0UkygfXLR+Nx4Roe3bhH9cL6tnUtUgLRyEUII0bJ6+vdCq9ZisphIyD3EmPBT3R2SEEIIIYQQQrQZThXRq/Y6j4iIwGw2k5mZiV6vJzg4uMWCE6IlZJVmUWoqBSDSP7Lex/X0j6xWUBgdPqaVIgSTxcSR/CRAJhUVQgjR8rRqLb0CehOfe0i5EkoIIYQQQgghhE2jJhYtLCzkpZdeYtmyZZSW2oqQwcHBXHbZZcycORO9Xt8iQQrhSimFR5S/e/hF1vs4nUanFBQOtXJf9KOFKRgtRkCK6EIIIVpHdGCMrYie654JtYUQQgghhBCirXK6iG4wGLj++uspKCjgnnvuITo6GoPBwN69e/nhhx/YunUrX3zxBVpto+ryQrS65IIjAKiAbn7dHT62T1DfilF5rVtQOFx1UlEpogshhGgFMUF9+CPpdzJKMig0FOCn93d3SEIIIYQQQgjRJjhd8f7mm28wmUwsWbIEX19fZfmkSZO47rrruOaaa/jyyy+56aabWiRQIVylsh96Z58ueGo9HT42uqIv+omSE+SX5xHgEdjS4QGQWFFE99P70cmrU6u8phBCiI4tKjBG+TshN55hnUe4MRohhBBCCCGEaDvUzj7wr7/+Yvbs2dUK6JWCg4OZM2cOv/32m0uDO3bsGDNmzGDo0KGceuqpvPLKK1gsljof+/nnn3PmmWcyePBgLr/8cvbt2+fSWMTJ42hhCgA9/Ho2+NiYoKqTi7beaPTKfrS9A6JRqVSt9rpCCCE6rt4BUagrPnPiW/kKLCGEEEIIIYRoy5wuoicmJjJq1Kh67x8zZgzJyckuCQrAarVy9913ExQUxJo1a/jqq6/4448/+Pzzz2s9dsWKFfzvf/9j/vz5bN68mfHjx3P77bdTUlLisnjEyeNIRTuXHv4NF9F7BfRGo7KlSWsV0a1WK4n5iYD0QxdCCNF6PLWedK/4gTlRJhcVQgghhBBCCIXT7VzKy8vx9vau934PDw9MJpNLggLYs2cPBw8e5LPPPiMgIICAgABuvfVWPvvss1otY3788Ucuu+wyxowZA8DMmTP57rvv+Pvvvzn//POdfk1NQsMnjOZo+6XOGI1oko84fLxVq8US2cu+oLQUTeoxx+t4eWGJ6KbcVhUWoM7IcLyOnx+Wzl3s6+TmoM7OdriOJSgYa0iIfUFGBurk42jM1vrXCQvDGhCo3FanHUdVXOzwdczhXcHHx75OSjIqg8HxOt17gIeHcltzOAEs9ccFYO4dBeqK34XMZjRJh2s9ptBQQFBKBkFAbCeP6neWl6M5mlJtkRdwWnEoKYUp5LMJtc84LD2qFN+LitCkpzmMy+rjgyW8q3JblZ+HOjOz3sfnluWiycoCPx1RgVG2dbKyUOflOnwdS0gI1qBg5bY6Ix1VYaHjdbp0werrZ1/n2FFUZWUO1zFHdAMvL/s6R5JQNZD75sheUDlfgtWKJjGhzsepNSoI8EadXwK9qvyA0JRcKylBczzV8TquyLWcbNQ5OQ7XqZlrqhMnUBfkO16nUyes/gHKbfXxVFQN/DDYpFzr0ROqTArtqlyryqpWY+kdZV9QVobm2FHH6+j1zc+1vFzUWVkO17EEBGINC7Ovk5WFujBP2Q/rOh7WyrX0NFRFRY5fpym51q07eNpbTqmTDqMymx2v42SuKVRgjqryuWYwoElx/IO4S3KtIB/1iROO13FFrmVkoC4scLyOK3It+Qgqo9HxOo3MNbVGBSOH2heYTGiOJDl8jSblmocHlu49lNux+h6QcYCSou1oQur+XuSSXMvMRJ2f53gdV+Ta0RRU5eUO12k3uVZcjCbtuON1mpBrFj9/rJ0729fJzkada8u1qp/LVY+HLsm11GOoSksdruOSXEuMB8cfa5ijoqHyyr9WyjVVUSHq9HTH6/j6YukSbl/Hme/37SnXDieiqucqY2WdyF6grXg/rdaGz9eakms6HZaekfYFbsi1etdxV6458/2+NXJNo8HSq7d9gRtzrebxsEm5FhqKNTDI/pxOnEu3bq414nNNrcLcu8r5Wkvlmrc3lq4Ryu0Wy7XgYKzB9lxz6ly6KbnWNQKq1NWakmscOoQ6r9hh3aZVcs3TE0s3+xxzLfa5FhiENTTUvk4L5Zq5SzhU6bzh1Ll0U3KtV2/QaCoCtaA5nOjw8U3KtZrn0i7OtcrjoQodBFc5DrZUrnXujNXPPldTS+UaYcMd308jiuitbf/+/URERBAYGKgsi42N5ciRIxQVFVVrK7N//37OPfdc5bZKpaJ///7s3bu3UUV032cetx9o6qJSUfzND/abeQV4P/uEw+e0hoZR8va7ym11agpezz7lcB1Lv/6UPv2cclu7bzce77ztcB3T6eMov/te5bZu/b/ov//W4TrGiy/FcOVVAGg0ali0CO/flmJ18OWnfMZtmCafpdz2/OYLNDt3OHydskcewzx0mHLb6723UB9z/ENCySuvY61yQPaZPxcaKDgVf/ol6CsOYOWl+NTx3ljLC3ggy1bsGfDfH2gn3abcpz5+Aq861rkrN5ETJSfw1Gbjs8ub0hdfVe7THI7H85UXHcZlHj6CsofmKLe1/23B49OP6328qSyXyeH5/HRGKH1C+qDVqtH/vRzdb0scvo7h6msxXnCRcttj0Q9oN653uE75vfdjOvV05bbXpx+iPnTQ4Tqlz87D0qevctv7jZdRNVDYKnnnffuB0mqt872BivTTavC2WLF89b19eW5+w7kW1omSt95RbquPJeM19xmH65j7D6DsqWeV29q9u/B4d4HDdUxjz6B85j3Kbd36f9H/8J3DdarmGoDHsiVoV610uE75LbdjmjRZue35zRdodu10uE7ZnMcxDxmq3PZ6903UqY6LmyWvvIG1m/0k0OeF56CBL+bVcq20uN73U+HrS/GHnyo31VkZdeZaVZaekZS++IpyW5NwEM/XXna4jnnEKZQ9+IhyW/ffFvSffeJwHePZUzHceLNyW7/yT/TLfrPthyZzncdDwzXXYTz/QuW2x6Lv0W7a6PB1yu6bhXnMacptr48/QN1AIaD0ueexxNhbSnm/8TKqXMc/ppW8+4G9EGI2N/zeaDQUf2Xff1XZTuRa586U/M+eJ+pjR/Ca+6yDNcAcG0vZE88ot7V7d+Hx3jv1rwCYzphA+Z0zldu6dWvQ//i9gzXAeOllGC6/Urnt8fsvaFf/7XCd8lvvwDRxknLb86vP0OzZ7XCdsseexDxosHLb+903UR13/MW05LU3sXa1F559nn8WHHwxV6mAJb/YPp8BSsoafD+tfn6ULLTv8+rM9IZzrVdvSl94Sbk9Kt+Hs39ORUUq3qseRa3S1FrHPHIUZQ88pNzWbduM/vNPaz2uKuM552K4wT4IQr/qL3S/O24DaLj2eoznXaDc9vjpO7SbNzlcp+y+BzCPOVW57fXxB6gbKASUzpuPJcp+cuL9+kuo8vIcrlPy/odYPQNtN0ymhnNNq6H4yyq5lpXX6FzTHEvGc14DuTZwIGWPP21/2T078Xj/XQdrgGn8BMrvqJpr/6D/yfZ9V/lcrnE8NEy7HONlVyi3PZYuRvvPaoevU37bnZjOnKjc9vzqMzR79zhcp1auvfM/VGmOf1Atef0trOH2E3Sf55+FBgrvxV98A1pdxRPU/R2yKqu/PyUf2L/LqTOON5xrvaMofd7+nVFzMA7P/73mcB3zqNGUzXpQua3bugn9l7Wvyq3KOPU8DNffqNzWr/gD3R+/O1zHcN0NGM+1nzN5/vgtmi2bHa5Tdv9szKPHKLe9PnofdQOFgFq59tqLqAocF4SLP/gIjY/tO4fGasGzoVzT6WzvZwVVZm7DuRYeTsnrbym3NSlJeL4w1+E65oGDKHvcfk6n3bUDj4XvOVzHNOFMym+/yx7q2tXoF/3ocB3DZVdgnHa5ctvjt5/RrvnH4Trld9yFafyZym3Prz5Fs3evw3XKnngac+xA5bb3gjdQNTCwpOSNt7F2sf/Y7TPvaTA5/gGy+MtvQWv7XFEVlzT83gQGUvLeh8ptp3ItKprSefOV25oD+/F883WH65hGj6H8/tnKbd2Wjei/+qLaY2oeD43nXYDh2uuV+/XLl6H7c5nD1zHccBPGc+x1C88fv0WzdYvDdcoeeAjzSHtHAK8P30PdwACW0hdeqlYQ9X51foNFquIPPgbPiiKVwdDw55peT/HnXys3VSdyGn4/u3al5LU3ldualCQ8nn+2on1p3XUY86DBlD32pHJbu3M7Hh++7/B1TGdOpPy2O+2h/vs3up9/criO4fIrMV56mXLb49fFaP/9x+E65XfOxHTGBOW255efoGmgrXDpk09jGdDIXPvfAuVHAY1GDQ8/jHe5wWHdpvir76DiO6SqsKjh9yYoiJJ3Fyq31WnHGs616BhK576g3NYc2Ifnm284XMc05lTK73tAua3bvAH91186XKdWrv31O7q//nC4juHGmzGePVW57fn912j+2+ZwnbLZD2M+ZaRy22vhu6gbGMhXOv/lagMefF55ARr4Ebp44SfgV/HDWJkTuebhQfFnXyk3VelZDb6flogISl/9n3JbcyQRzxefd7iOechQyuY8rtzW7vgPj48+qPOxlcdDjwkTsd5sr6np/1mJ7pefHb6O4YrpGC+Zptz2+GUR2nX/Olyn/K67MY0br9z2/PxjNHH7Ha5T+uQzWAbEKre933odVabjH+Bo4BgOjSiim0wm3njjDawOMtXcwKidxsjNzSUgIKDassrbubm51Yroubm51YrtlY/NaaCwV5NOr63n0F1BpUIfZP+FHlMJ6GqfXFbjocWj6joB3g2v46nDs+o6fl4NrqP31uNddR1fz4bX8fHAp+o6gE7bwDp+nlB1HS99w6/j71V9HQ9dw+sEeFdfR68FcwPrBPnYfwXUU+drGMrLlB7jgd7+6Kq+Rn7d702Alz+ZpZmUm8tRaa0EVV3Hv+H3Bi89Xo14b8pKSlGrVXjo9AztGYtOowMfj4b/zXxrvDfeTrw3fjXeG88mvjcNrRPoY1/Ham3w8Tqtpvq/s9GnxXLNyx255u3E+9lauRZYx/tpcfwLbbVc01oa/nfWa6sfO3ObcBxsgVyDOt4bHw/l5K6+42GtXHPmvXFHrpnNDf+baTTV35tyJ94bD131XPN35v3US67VlWvWhr83+ftXXPmjceL91Nc4DuY0Ptf6dokms+Jz0mAtw1/vX3sdV+VaYz/XmvLetGSuBVasYzI1/O+srXEcLGtKrjlxHGxSrnk0mGs1j4d6H48a3znaeK7heFSYPsgHdBVFdLUT72fNXGvK9/vW/Fxr77lWcRz0d+bfrOZ3jtIWyrWa742fE+9NzVxr0vd7Z3Kt5nvTSrmm09ZXB7WvE+RjH+2sMraZXNN7Of+do/J4eNLlWpAP+FesY2j4NWrlWon9vSk3l5NXlo/JbMRkNWGymDCZTWRpU/l07X0UGgopLC+kU/xxbk47gqfWg0GdBuGl86r9Om7LtaZ8v3fm/fRufq7hRN0myMc+2tla3jq55sx3jkbkmrLOyZhrfhXrlGkan2tFzn2uNfs7hxO55lXze2dbrlt5NPzeOENldVQVr2LixIkNPwj4+2/HI76c9f7777NixQoWLVqkLEtOTmbKlCmsXLmS7t3to5QHDhzIggULmDBhgrLswQcfRKPR8NJLL+Gs3E3bUasdf/JXHRWI0Yi6gcti0OlqtXNRN3RZjJd3tZGhFBSgzmjgshg//2ojAVS5OagauLTaGhyMNcR2WYxGo8a/tICiY+mYzfWfaFg7darWzkV1/Diq4gYu9+waUavFREMjXS09elZr56JOTIAGLouxREVXazFR12iYr/d/yfIjfxKgD+CtKe9XGw1DebktthoSc+N5buMzADw49iliR9hHxVFUhLqhy2J8fKuNPlTl56FycAnaO9vfZmXBVoK79+fDc2wj+1RZmQ2OQLWGhla7FFeVno6qocs9u4TbfwUFVMeONnhZjKVb91rtXBoa4WXp1bva5YH1jcDVaNT4+npSVFSGseolS03JtZIS1A22TnJBruVko2rgErSquQagOpGBKr+Bdi6dO0OVywNVqamoShq43LMpudYzstrlga7KtWo0mlqXvatrtE6qxcOjVjuXRudaXi4qB62TwDbCyRrWyb5OVibagnxlP6zreFgr19LSUBU1cAlaU3Kte49aLSZo4BI0Z3PNHogKS9U2ZQZDgyMuXJNr+U60TnJBrmVkoGqodZIrci35iMNR5dD4XNNo1PgOH0xBYcV+aDI1OPKsSbnm6VntsveinDTu+dJ2pcW1A27grMgptVZxSa5lnmhwtLcrck19NKXBK9naTa4VF6NusHVSE3LNP6DGZe9ZyhVmVT+Xqx4PXZJrx46hKnXcOskluZYQj8PhethG01W97L01co3CQtQNtSnz9as2qt6p7/ftKdcOJ9p+8HW0Tq/eaDz0+Pt7UZBfgvWg4ysmm5Rren2tFhOtnWv1ruOuXHPm+31r5JpWW6vFhLtyrebxsEm5FhZWrcWEU+fSrZhrjfpcU6urn0tX5JrRYuSh1Q+QW1573zZqVBwPtZ/je5ab6Zxn2886eXfmyVOfxt+j+kBKq7cP1ogI+4KWyrWQkGotJpw6l25KrkV0q9ViojG5ptGo8U8/SlFhqcO6TWvkmtXLq1r3gBb7XAsKwhpatXVSC+VaeNda7VwaPJduSq71jqrWzqWhKybryzWHap5LO/O51ohcqzweFmo8MIVUbefSUrnWBfztA3taKtcCRg1zeD80ooje2n744Qc++OADVq1apSzbuXMnV155Jdu3b8enyof8uHHjmD17NhdffLGybMaMGfTp04dHHnkEZ2VmOv6yeDLTatUEBfmQm1uMyeS4gNaezfl3Nv9lbGNI2DBenfA/p9YpN5dz4eKzsVit3DLodq7sd3WLxnjjH9eQWnSMs3qezcOjHmvR12prOsp+KNo22Q9FW+DO/fC6ZVeSXpzOOb3OZfYpzn+PEicfOR6KtkD2Q9EWyH7onD+TlvHaNvtARh+dD746X3z1vvjq/Cv+74uf3g9fnR955Xn8kmAbONknqC+vjP8f3rr65+Lr6GQ/FG3BybofhoX5NfiYNtsTfdCgQRw/fpzc3FyCgmy/IO3evZvo6OhqBfTKx+7du1cpopvNZvbv389ll11W82lFB5dSYBtp3jMg0ul1PDQe9PCL5EhBEgl5Dfwi30wlxhKOF9lGdEYFRjfwaCGEEML1ogP7kF6cTnzuIXeHIoQQQoh2wmq18kuCrfd4D/+eLDzrUzTqhtsneGj0fH/wWw7lHmTupqeYe/qLaNVttlQlhOjA1O4OoD79+/dn8ODBzJs3j4KCAg4ePMjChQu55pprADjnnHPYts02McD06dNZtGgRmzZtoqSkhNdffx1PT0+nW9CIjqHEWEJmqe1y8x5+PRp4dHUxQbY2Pi1dUEjKP6xMah8dGOPwsUIIIURLqPzMSy5Iwmh2fNmjEEIIIQTAnqxdJObZ2jxeHD3NqQI6wIxBtzOp51kAbEvfyuvbXnY4F58QQrhLmy2iA7z55psUFhYybtw4brrpJqZPn87VV9taaSQlJVFSYuuBc8YZZ/Dwww/z6KOPMmbMGHbs2MHChQvxqNJTW4ijhfaeXj38ejp4ZG2VBYXUomMUGR330mqOw/n23tK9A6McPFIIIYRoGVEVP+KaLGZSCo+4NxghhBBCtAuL421tWXx1vkzuWXtOlfqoVCoePGUOIzqfAsCK5L/4dN9HLRKjEEI0R5u+RqZLly4sXLiwzvsO1phU5qqrruKqq65qjbBEO5VScET5uzHtXABigvoqfx/OS2Bw2FDXBFVDYkW7mE7enfDT+zfwaCGEEML1YoLsV0KtS12rFNWFEEIIIeqSXpzGhuNrATi39/l4ab0atb5WreWpU+cy+597SciL59u4rwj1DOXC6EtaIlwhhGiSNj0SXQhXSq4oovvqfAnyCG7Uur0DoqiY27pFW7ok5tlmZu4t/dCFEEK4SbBniDIabNGhH8gty3FzREIIIYRoy35NWIzFakWtUnFhVNMK3946b54f9xJdfLoAsGDH/1h7bI0rwxRCiGZxaiT6o48+6tSTmUwmXnnllWYFJERLSS60TSraw78nKpWqgUdX563zprt/T1IKkonPPdjwCk1gsVpIyj8MQFSAFNGFEEK4z4xBt/NfxjZKTaV8Hfcldw+7z90hCSGEEKINKjWV8kfS7wCc1nUcnSuK4E0R7BnC/HGvct/qmRSU5zN/81wCPQIZFDbEVeEKIUSTOTUS/fDhw9X++/PPP1m+fDl79+5l9+7dyu3c3NyWjleIJjtaYOuJ3r2Rk4pWiqm4nD2+ouWKq6UWHaPcXA5AlIxEF0II4UYxQX2Y0N02Qfvvh5eQVnTczREJIYQQwpUySzJ587/X2J25s1nPszL5L2XesEtipjU7rm5+3Xl+7Et4aDwwWow8tf4xjuQnNft5hRCiuZwqon///ffKf1OnTuWKK65g48aN/Pbbb/z++++sX7+eiy++mNNPP72l4xWiSQxmA2nFqQD09I9s0nNU9kU/WpBMibHEVaEpEnLtxflo6T8rhBDCzW6MnYFGpcZkMfP5vo/dHY4QQgghXOiVrS+w9PCvPLFuDhklGU16DovVokwoGhUYxaBQ14wY7xfcnydPfQ61SkWRsYhH1z5IZkmmS55bCCGaqtE90T///HPuvfde9Hq9sszb25tZs2bx2WefuTI2IVzmWNFRLFYrAD2aXETvA4AVOJyf6KLI7A7n2/qhe+u8m3UJnBBCCOEKEX7dOLf3BQD8nbJSmfxaCCGEEO3bjoz/2HFiO2Brx/K//17BWnG+3BjbM7ZxtNB2xfclMZc3um2qI6PDxzBrxMMAZJVm8djahygyFLrs+YUQorEaXUQvLCykrKys1vLy8nIKC+WAJtqmlIJk5e+e/j2b9BxRVUaHt0RfdGVS0YAo1CqZ81cIIYT7XTvgBjw0HliBj/csdHc4QgghhGgmq9XKx3urf6ZvS9/KX0f+aPRzLY7/CYAAj0DO7D7JJfFVdU6vc7kxdgYARwqSeHbjU1isFpe/jhBCOKPRlbrhw4dz5513smLFCuLi4jhw4AArV67k3nvvZdiwYS0RoxDNVllE12v0dPLu3KTn8NH5EOHbDYD43EMui62SUkSXfuhCCCHaiGDPEKb1uQKArelbmt03VQghhBDuteH4Og7mHABgxqDblDnD3t+1oFEtU44VHmVL+mYAzut9AXqNvoE1mubq/tdxfu8LAdh5YjvLj/zZIq8jhBANaXQRfd68efj6+nLPPfdw6aWXcskll3D33XdTVlbGvHnzWiJGIZqtsoje3a9Hs0Z5V7Z0cXURPacsm5yyHED6oQshhGhbruh7Ff56fwA+3P1+ky73FkIIIYT7WawWPt37EQBhXmFcGnM5D46cg1qlothY3Ki2LosTbL3QNSo1F0Rd3FIho1KpmDnsPmVusw/3vE+hoaDFXk8IIerT6Gpip06d+OSTT9iwYQOLFi3im2++4Z9//mHRokWEh4e3RIxCNFtK4RGg6a1cKlUWuFMKj1Bmqt3WqKk2p21S/u4fPMBlzyuEEEI0l4/Oh6v7XwfAgZw41h9f6+aIhBBCCNEUq5KXk1xwBIDrY29Gr9EzICSWaTG2q862pG9mRXLDI72LjEWsqBgRPr77mYR6hbZYzABatZa7h90HQEF5vvJDgBBCtKYmDcm1Wq0kJCRw4MABhg0bRpcuXSgtLXV1bEK4hNli5ljhMQB6+EU267n6BPUFwGK1unRy0XXH1gDQza+78gu7EEII0VZcEHUxnbw7AfDJng8xW8xujkiIlrclbTN3rJjBxuPr3R2KEEI0m8Fs4PN9nwC2K7TP6nm2ct8NA2corUvf27mArNIsh8/1V9IySk22GtDF0Ze1UMTVDe00XOm7vjRxCYdyXD9PmRBCONLoInpaWhoXXHAB119/PU899RQAqampTJ48mYSEBJcHKERzpRUfx2gxAtCjuSPRg+ytVhJc1NKlyFjE9hPbABgbcYZLZzQXQgghXEGv0XND7M0AHC1MYbkTo9SEaO8+2P0OiXkJvLr1RYqNxe4ORwghmmXZ4d/IKMkA4MaBM9CoNcp9HhoPHhw5BxW289M3/3u13rYuFquFJQk/A9AvuD/9Q1rvSurbhtyFl9YLK/D2jjdkklEhRKtqdBH9xRdfpF+/fmzYsAG12rZ6eHg4F154IS+++KLLAxSiuY4Wpih/N7eI7qf3J9zH1rboQE5cs56r0pa0jZgqRvSNjTjDJc8phBBCuNrknmcT6d8LgC/2fUK5udzNEQnRco7kJylz6hQYClh06Ac3RySEEE1XYizh67gvANs8X+Mixtd6zMDQQVwSczkAm9I2sipleZ3PtTltI2nFaQBcEtM6o9ArhXqFct2AGwHb+fhfR/5o1dcXQnRsjS6i79ixgyeeeILg4GBlxKxarWbmzJns3r3b5QEK0VyVPd80KrVyiVpzxIYOAmBT2gaMZmOzn2/tsX8B6OTdSWkXI4QQQrQ1apWamwfdCkBWaRa/xC9yc0RCtJy1qWuq3f7p0Pfkl+e5JxghhGimXxIWkVdxDLt54K31Xv1808Bb6OobAcC7O98muzS71mN+jv8JgBCvEM7oNqFF4nXkkpjLlBaoH+2WSUaFEK2n0UX0goICfH1967zPaGx+QVEIV6ssokf4dUer1jb7+Sb3nAJAoaGQLembGni0Y2WmMrambwZgbMR4aeUihBCiTRsTfhqxIQMB+P7gNxQZCt0ckRAt49+j/wDQxacLAKWmUr478LX7AhJCiCYqNBTww8FvARgcNpQRnUfW+1hPrScPnvIIKmznu29uf61aW5fD+YnsPLEdgAt6X+yS8+vG0qq13DPsfsB2pdAnez5s9RiEEB1To4vo/fv35+eff662zGKx8M4779CvXz+XBSaEq1ReitvDr3mtXCoN6zSCEK8QAFYk/9Ws59qWsUW5HH5sxLhmxyaEEEK0JJVKxS2D7wBsJ9ffH/zGzREJ4XopBckcKUgC4Iq+Vynt9pYkLCazJNOdoQkhRKN9d+BrZV6HGYNua3Dg1qCwIVwUPQ2AjcfXs/roKuW+yqvQdGod5/W+oIUibtiQTsOY2MM2yejvh3+VSUaFEK2i0UX0Bx54gPnz53P55ZdjNBq5/fbbmThxIt9++y2zZs1qiRiFaDKr1ar0RO/u38Mlz6lWqZnU4ywANqdtoKA8v8nPtS7V1sol0CNQaRMjhBBCtGUDQwcxputpgO2S7qzSrAbXsVqtJObF81viLxzOk4noRdtW+f1MBZweMY4bYm9GBRgtRr6O+9ytsQkhRGNklWaxuKLwPabraQwIiXVqvZsH3arMBbZgx//ILcuhoDyflcm2PukTe0wm0DOoZYJ20q2D7ZOMvrXjdZlkVAjR4hpdRB85ciTLli1j9OjRTJw4Eb1ez4UXXsgff/zBqFGjWiJGIZosszSTUlMpAD1dNBIdYFJFSxeTxcyaY6ub9BxGs5FNxzcAthM0tarR6SiEEEK4xc0Db0UFGMwGvtr/WZ2PyS/P4++Ulby85QWmL72UO1bcwlvb3+D+1XdzvCi1VeMVojH+rfhuNyhsCMGeIUQG9FK++/2Z9DuphcfcGZ4QQjjt6/2fY7QYUWH77HaWl9aLB0fOASrburzOsqSlGC22Fr6XxExriXAbJdQrlOtjbwLgYM4B/kxa5uaIhBAnuyY1sAoPD+fBBx90dSxCuFxKRT90gJ7+vVz2vL0DoogKjCIxL5EVyX9xQdTFjX6OHSe2K5fVVV4mLIQQQrQHvQJ6M7nn2axI/os/kpYyrc8VdPWJIC5nP9vSt7A1fTPxuQex1rFuqamUFzY/x//OfMctvVSFcCS18BiJeYkAjIsYryy/IfZm/jm6CpPFzJf7P2XO6CfdFaIQQjjleFEqfyQtBWBiz7PoFdC7UesPDhvKhdGX8GvCYtanrmVb+paK5UOICoxxebxNcXH0NP5MWkZywRE+3vMB47qdgZ/e391hCSFOUk6ducyePdvpJ3zttdeaHIwQrpZSaOuHrgK6+XV36XNP7nk2iXnvEpe9n2OFRxv9/OsrLhX21fkyJGyYS2MTQgghWtoNsTez+ugqTBYTj619iEJDofLjcFXBnsGc0mUUp3QexZGCJL6J+5KDOQf4fN8nzBh0mxsiF6J+a1PXKH+P7WYvonfxCWdqrwv4LfEX/k5ZyRX9rqZ3QJQ7QhRCCKd8vu9jzFYLWrWGGwbc3KTnmDHwNrakbSS9OF2Zy+viaPePQq+kVWu5d/gsZv9znzLJ6H0jnK9fCSFEYzjVP+LEiRNO/ydEW1I5qWhnny54aj1d+twTe0xGXTEpS2VvOGdZrBbWH18H2HrT6TQ6l8YmhBBCtLTOPl24MOoSANKL05UCulatZVin4dwy6HY+mPIJ353/Mw+NfJQze0zihtibGRw2FIDvD3zNzhPb3RW+EHX699g/AMSGDCTUK7Tafdf0vx69Ro8V+Gzvx60fnBBCOOlwXgKrU2wTgp7b+0LCfbs26Xm8dd48MOJh5XZn786cHjHOJTG6yuCwoUzqMRmwTTJ6MOeAmyMSQpysnBqJ/uWXXzr1ZIcOHWpWMEK4WmURvYcL+6FXCvYMYUTnkWxN38KqlOVcH3uT033N92btJr88D6h+qbAQQgjRnlw74HoO5sRRYChgWOcRjOwymiFhQ/HSetX5eLVKzZxRT3D7ipsoNBTy0pbn+eCsT/D3CGjlyIWoLb04jfhc2/nMuG61v5+FeIVwSfQ0vj/4LRuPrycuez/9Qwa0dphCCNGgT/d+hBXw0HhwTf/rmvVcwzqP4LoBN/Ljoe+4ZfAdbXIur1sH38WG4+spNZXy9o43eGvie/XGabVaOVKQxPaMbfyXsZX04nTuGnoPp3SROf6EEI41+ehnsVgwGAzKf8nJyVx3XfMOzkK4WnJFO5ce/q4vooOtpQvYRuDty9rj9Hprj9lauXhoPBjRZWSLxCaEEEK0ND+9P/+b+A6fnPMl9wy7nzHhp9ZbQK8U5h3G7FMeASCrNItXt72E1VpX93QhWlflKHSAcd0m1PmYK/tdjbfOG4BP937YClEJIUTj7M3aw6a0jQBcEnMZwZ4hzX7O62Nv4rdL/mJC94nNfq6WEOIVwg2xtpY1dU0yml2azcrkv3hxyzymL72U25bfxPu73mFr+haOFqbwwubnyCrNckfoQoh2pNGzOaWkpPDwww+zd+9ezGZztfuio6NdFpgQzZVXlktBeT4APfwjW+Q1Tus6Fi+tF6WmUlYk/8WgsCENrmO1WllX0W9zVPgYPDQeLRKbEEII0VadHjGO83tfyNLDv7Lx+HqWHv6VC6IucndYooNbe8z2/ax/yAA6eXeq8zF+en+u6HMVn+37mB0ntrM9YxvDO5+a9D8MAAB43UlEQVTSmmEKIUS9rFar8gOfr86XK/pOd3NEreei6Ev5M2kZRwqS+HjPBwR4BLAnaxfbM7aRlJ9U5zq9A3qTlH+YQkMhr2x9gfnjXm2TI+2FEG1Do48O8+bNw8fHhyeffBKNRsO8efO48sorGTZsGF9//XVLxChEk1ROKgot084FwFPryRkVI5X+PfaPMtmKI4dyDyq/cksrFyGEEB3V7UNm0rPiR+73dr7NkXpOcIVoDRklGRzIiQMa/n52ScxlBHgEAhUtE+RKCiFEG3Aw5wBPrX+U3Zm7ANuVM356fzdH1Xq0ai33DL8fgAJDAc9seIJFh36sVkAP9Qrl7MipPDr6SX64YDEfTPmUyyt+aNie8R9LEn52R+hCiHai0UX0Xbt28eabb3LllVei0WiYNm0azzzzDGeffTYfffRRS8QoRJMk5R9W/u7ZQu1cAM6qaOlSbCxm4/H1DT5+bcWlwlq1llHhY1osLiGEEKIt89R68tjoJ9GpdRgtRl7Y/CwGs8HdYYkOal3FKHSoux96Vd46b67qdw0AB3Li2JS2oUVjE0IIR+Ky9/P42oe5e9XtShuXcN+uXBR9qZsja32Dw4YyqedZym0vrRdjup7GzKH38vHZX/DNeT/x4Mg5TOwxmSDPYABuiJ1BVGAUAB/ufl9+1BdC1KvRRXSz2Yy3t60PoFarxWCwnexcddVV/Pyz/Gon2o7KiaHCfcLx1fu12OsMChuiXPK7Mvkvh4+1Wq2sTbX1Qx/R+RR8dD4tFpcQQgjR1vUOjObWwXcAkJSfxMLd77k5ItFRVfZD7xPUly4+4Q0+/oKoiwn1CgXgkz0fYrFaWjI8IYSoZV/WXh5d+yD3/n0nW9I3A7ai8fR+17Bg4vsNzlFysnpgxMM8MuoxXj/zbX6+aClzT5/PxTHT6OHfE5VKVevxeo2eR0Y9ofyo/+KWuRjNRjdELoRo6xpdRO/duzcLFy7EbDbTtWtX/vzzTwDS0tIoLS11eYBCNFVCnq2IHh3Up0VfR61SM6nnFAC2pm8mtyyn3sceKUjieFEqAGOllYsQQgjBxdHTGNVlNABLEn5WRtEJ0VoySzLZn70PQGnT1xC9Rs91A24CbN/vVqesbKnwhBCimj1Zu3l4zSzuXz2TbelbAdsVMlf3v46vzv2eGYNuw98jwM1Ruo9eo2dyz7MZFDoYrdq5aQB7BfRmxqDbAEjMS+TzfR+3ZIhCiHaq0UX0mTNnsmDBAkpLS5k2bRpz5szh4osvZtq0aYwbN64lYhSi0Qxmg3IZVkxgyxbRASb3sBXRLVYrq4+uqvdx6ypGoatVKk7telqLxyWEEEK0dSqVigdHziGwosf0K1vnk12a7d6gRIdSOeE7NNzKpaqzI6cS4dsNgM/3fYLJYnJ5bEIIUWl35k4e/Od+Hlh9DztObAfAR+fDdQNu5Ktzv+emgbd06OJ5c10ScxnDOg0H4IeD37I7c6d7AxJCtDmNLqKPHz+eNWvW4Ovry4033sjLL7/MiBEjuOuuu5g/f35LxChEoyXlH8ZccVltdFBMi79eD/+e9AnqC8DK5OX1Pq6y3+bgsGHKhFRCCCFERxfkGcwjox4HoKA8n5e3Pi/tMUSrWVvx/SwqMJquvhFOr6dRa7gh9mYA0orT+DNpWYvEJ4To2IqMRTy69kFm/3MfuzJ3AOCn9+OG2Jv56tzvuT72pg41gWhLUavUPDTyMfz0fliBl7Y8T5GxyN1hCSHakEYX0QF8fHwoKCgA4Pzzz+fWW29l+vTpeHl1zJ5bou2p7IcOrTMSHWBK5DnKa9c1GUlq4TEOV0x2OjZCrtoQQgghqjqlyygu73MlANsz/uOnQ9+7OSLREWSXZrM3azfgfCuXqsZ3P1OZkO6ruM8oN5e7MjwhRAdXairlibWPKG1b/PR+3DTwFr4893uuHXBDi8791RGFeYdx3/DZAJwoOcGCHf9zb0BCiDal0UX0AwcOMHHiRNatW6csW7ZsGZMnT+bAgQMuDU6Ipqrshx7mFUagZ1CrvOaE7hPRqGwpVdcEo5WtXABOjzijVWISQggh2pObBt5KdKDtCrJP937IoZyDbo5ItAclxhI+3P0ePxz8ttFXMKxP/Rdrxd9NKaKrVWpuHHgrYCvILzv8W6OfQwgh6mIwG3h6/WPsy94L2AZtfXXuD1zd/zp8dD5uju7kNb77mUzqeRYAq5JXsDql/natQoiOpdFF9Pnz53Peeedxxhn2IuA111zD5ZdfzgsvvODS4IRoqsqR6C09qWhVAR6BjAwfA8CqlBW1TuIqi+gDQmIJ9QpttbiEEEKI9kKn0fH4mKfx0Hhgsph5b9fb7g5JtHFFhkLmrJ3NDwe/48Pd7/PezgVYrdaGV6zwb0Url94Bvenm171JMYzuMkZp6/f74d8a9fpCCFEXo9nIcxufVHqfT+oxmdmnPIK3ztvNkXUMdw+7n87enQF4a/vrZJZkujkiIURb0Ogi+t69e3n44Yfx9fVVlnl4eDBz5kz27dvn0uCEaAqTxURSRduUmFYsogOc1fNsALJKs9hZ8YUHILMkkwM5cQCcLq1chBBCiHp18+vOtQNuAGBv1h6OFR51c0Sircovz+PBNfcTl71fWfZLwiK+ivvcqfVzy3LYk7UTgHFNGIVeSaVScX7URQAkFxwhLmd/A2sIIUT9zBYz87fMZXPaJgDGRpzBQyMfQ61qUjde0QS+Ol8eGfU4Kmw96V/Z+oLM1SKEaHwRXa/Xk5OTU2t5eno6Wq3WJUEJ0RzJBUkYLUag9fqhVxoTfhq+OtsPTCuqtHTZcHyt8ve4iPGtGpMQQgjR3pzV8xzUKhUAy5P/dHM0oi3KLcvhwX/uJzEvAYCpvc4j0r8XAF/s+5Rf4hc1+BzrU9dhqRg1Pq5b876fje92Jl5a2/xQ0tJFCNFUFquFV7bNVyY8HtllFI+NfgqNWuPmyDqeQWFDuLLf1QDsOLGdxfE/uTkiIYS7NbqIftZZZ3HPPfewYsUK4uLi2LdvH7/++iszZ85kypQpLRGjEI0Snxuv/N2a7VwA9Bo947ufCdjat5SaSgFYe8zWyiUqMIpw366tGpMQQgjR3oR4hXBK51EArDzyl4z+EtVklmQya/U9HCmwTeQ+rc/lzBrxEPPPeJUuPl0AeGfnW6xKXu7wef49thqAnv6R9PSPbFZM3jpvJnSfCMA/R/+m2FjcrOcTQnQ8VquVt7e/warkFQAMCRvG06fNQ6fRuTmyjuv6ATcTFRgNwMd7FnI4P9HNEQkh3KnRRfQ5c+bQp08f7r//fi699FKmTZvGo48+yuDBg5kzZ05LxChEo8RXTCoa5Bnklt7jkytaupSZylif+i95ZbnKpcJjZRS6EEII4ZQpkVMByCzNrNYiTXRs6cVpPPDP3aQWHQPgqv7XcvvgmahUKkK9QnnpjNcJqphU/uWtL7Dx+Po6nye/PI9dmTuApk0oWpepvc4HoNxczj9H/3bJcwohOgar1coHu99h6eFfAds8Ws+d/gIeGg83R9ax6TQ65ox6Ap1ah9Fi5MXNczGYDe4OSwjhJo0uont7ezNv3jy2bNnC4sWL+eWXX9iyZQvPP/88Pj4yQ7Rwv4SKSUVbu5VLpdiQgYT7hAOwMnk5G9M2KJcKj404w9GqQgghhKhwatfT8dP7AdLSRdgcKzzKrNV3k16cDsBNA2/h5oG3oqpo/QPQ1TeCF8e9iq/OF4vVytyNT7M7c2et59pwfL3LWrlU6hfcX2kp80fSUpc8pxCiY/h83ycsOvQjANGBMTw/9iWZRLSNiAzoxW2D7wQgKT+Jj/Z84OaIhBDu0ugiuslkAsDHx4d+/fqRk5PDP//8Q15enqtjE6LRLFaL0huztVu5VFKpVMpo9B0n/uO3xF8A20Rpzb1UWAghhOgo9Bq90h5j7bE10h6jgzuSn8QD/9xDVmkWAHcMmcnV/a+r87G9A6OZN/Yl9Bo9RouRJ9c/SnzFIItKla1cuvv1UArfzaVSqZja+zwADuYc4HDFd1IhhHDkuwNf83XcF4CtvdSLZ7yKb8WPyKJtuCj6UkZ2sbWZWxz/E5uOb3BzREIId3C6iJ6fn8/06dP5+2/7pYmPPPIIN998M7Nnz+a8887j+PHjLRKkEM5KKUim3FwOQIybiugAk3va5gewWK3KSdvYiDOqjZQSQgghhGOVLV0MZoMyyZroeBLz4pm95j5yy3IBuHf4LKb1ucLhOrGhA3nmtHlo1RpKjCU8uvYhjhamAFBoKGBHxn+AbRS6K7+fTe4xBa1aC8AfSctc9rxCiJPT4vif+HjPQgAifLvx8vjXCfAIdG9QohaVSsVDIx9V2oW9snU+mSWZbo5KCNHanC6iv/baa5SWltKnj60weeDAAZYsWcL8+fPZtGkTo0aN4pNPPnFZYLm5ucyaNYvhw4czcuRIHn/8ccrKyup87M8//0y/fv0YNGhQtf92797tsnhE+5CQZx9l5K52LmC7lHhASGy1ZdLKRQghhGicvkH96OHfE4DlR/5wczTCHQ7kxPHgP/dTUJ6PWqXiwZFzuCDqYqfWHdllNI+MegIVth7oj6x5gBMlJ9hwfD3mislqz3BRK5dK/h4Byne+VSnLpXeuEKJefyT9zrs73wags3dnXh7/BsGeIW6OStQnyDOYORWfKQWGAl7cMk8mPheig3G6iL5+/XpefPFFIiMjAVi5ciXR0dFccsklBAYGct9997F27VqXBfbYY4+RnZ3N8uXLWbp0KXFxcbz66qv1Pn7kyJHs2bOn2n+DBw92WTyifYjPjQfAT+9HJ+/Obo3lrJ7nKH938u5En6C+boxGCCGEaH9UKhVTKj5P92TtJrXwmJsjEq1pT+YuHl4ziyJjEWqVijmjnuTsiqsTnDWh+0TuHT4bsE1SO+ff2fxVMUK8q28EvQOiXR731F62li6FhkLWpf7r8ucX7d+ezF1c+/sVfCy9lTusv1NW8sa2lwEI8Qrh5fFv0Mm7k5ujEg0Z3vkUrux3NQC7M3fybdxXbo5ICNGanC6i5+Tk0K9fP+X2jh07OO2005TbPXv2JCsryyVBZWVlsXr1ah599FFCQ0Pp3Lkz999/P4sWLcJgkNEcon6VI9Fjgvq4vXXK+O4TlMt5x0a49lJhIYQQoqOY1HMK6orP0BXJf7k5GtEarFYrv8Qv4uF/H6DUVIpWreHJU5/jzB6TmvR850ddyIxBtwFwtDCFPVm2q1XP6DahRb6fDe00nC4+XQDbSNPmkFGOJx+zxcwb/71KRkkG3x34htUpq9wdkmhlG1LX8dKWeViBAI9AXjrjdbr6Rrg7LOGkG2Jn0D9kAABf7P9E+UwRQpz8nC6i63Q6zGYzABaLhd27dzN8+HDl/soJR10hLi4OrVZL3772kbuxsbGUlJSQlJRU5zppaWnccMMNnHLKKZx77rksWbLEZfGI9sFitZCQZxuJ7s5WLpX89P48PPIxpkSew7UDrnd3OEIIIUS7FOoVyojOIwFYmfyXFBVPcgXl+Ty14THe2fkWJosJvUbPM6e90Oy2eFf2vZor+k6vtuyMbhOa9Zz1UavUTO11PgA7T2zneFFqk54npSCZG/64ijtX3MKR/LrPgUT780fS70p/foA3t79GRnG6GyMSrWlr+mbmbnoai9WKr86Xl854lZ7+ke4OSzSCVq3lsdFP4aPzwWK1Mn/TcxQaCtwdlhCiFWidfWBERATbt29n1KhRrF27luLiYkaOHKncv3//fjp3dk37jNzcXHx9fVGr7TX+gIAAwDYivqbg4GAiIyO57777iImJYeXKlTz88MN06tSJU0891enXVatVqNUdc7SwRqOu9v/26FjhcUpNJahU0De0H1qt+7flrN5ncVbvs9wdRrtxMuyHov2T/VC0BbIfVndO73PZlrGFE6UZ7MvZzbDOwxteSTRba++Hu07s5PmNz5FVmolKBZEBvXjqtGeJDOjlkue/Y9hdFJuKWHZ4KVGB0fQL7dtiVwpOjZrKF/s/wWK1sCLlD2YMvq1R6xvNRl7cOpeMknQySOfe1Xfw8KjHmNDjzBaJty07mY6HpaZSvoz7FJUKOnl3Jqs0kxJTMS9tfZ43Jr6FRq1xd4jtVnZpFpuPb2Jr+ha8dd5cM+B6uvp2ddnzu2I/3HViJ89ufBKz1YS3zouXznyVviHS8rM96hYQwYOjHuG5DU+RVZbJG9tf4dnT57X41ecn0/FQtF8deT90uoh+4YUXMnv2bKZMmcLy5csZP348ISG2SS+OHj3K888/z4QJE5x+4SVLlvDwww/Xed+sWbPqXa+ug9KECROqvfb555/PihUr+OmnnxpVRA8O9unwLTf8/b3cHUKTbc1JVpJ4ZORQggJ83ByRaKr2vB+Kk4fsh6ItkP3Q5gL/c3h75+sUGYpYk7aSif3GuTukDqWl90OzxcxH2z/i4x0fY7Fa0GjUTOs/jQdOfQAPrYdLX2velGe5LP0SIgMjCfLydelzVxUU1IszIsexNmUtK4/+xaxx9zaqQPrOlndIKkhUvtsarQae3/wMR8sOM3PkzA5ZbD0Zjoc/b/+OAmMeGo2apyc+yZ6MPXy4/UPicvfyS/IP3DL8llaJw2A28PrG18kvy+eGoTfQL7Rfwyu1MVarlYPZB1mbvJa1KWvZn7m/2v1rUv/m9hG3c82ga1yaL03dD/ed2MdTGx7FjBEvvScLzn2b4eHyg3B7dknQ+ezP38XiA4vZmLaOv9P/5LIBl7XKa58Mx0PR/nXE/dDpIvp1111HamoqGzZsYOTIkTzxxBPKfZ9++ikFBQXccccdTr/wRRddxEUXXVTnfevXr6ewsBCz2YxGY/vAy83NBVAK9w3p1q0be/fudToegJyc4g49Et3f34uCglLM5vZ5mfT2lF2YzRa8td54mwPJzS12d0iikU6G/VC0f7IfirZA9sPaxnWdwNLEX/krfgW3xd6Nt87b3SGd9FpjP8wozuD5jc+xt6KnrK/OlwdHPcIZ3SdQUmiiBNe1jKwU6dkHyiC3rGW/K06KOJt/ktaQUXiCP/ev5LSIsU6tt/vELj7+7xOsWBnWeTg3D7qVZ9c/RVZpJp9u/4xdqXt48rRnCPAIbNH424qT5XiYV5bLx/99gtlsYWinYfTzGUyfXgP5N2k9+7P28t6W9+nnN4jY0IEtGofFauG5DU/z79F/APgrfjmTI6cwY/CtdPJ2zZXlLaXMVMb2jG1sOr6Rjcc3kF1ae062cJ+uZJRkUFJeyhsb/sdvcb8ze+TD9A1u3g8FzdkPE/MSeODveyk0FKFRaXlq7Fx6efaV89WTwM3972Dr0f9ILjjCy2tfJdIrhqhA109YXelkOR6K9u1k3Q+DghoeiOt0EV2r1VYrnFd1yy238Oijj6LT6ZyPzoEBAwZgsVg4ePAgAwbYJmzYvXs3fn5+REZG1nr8d999R1BQEGeffbayLCkpie7duzfqdS0WKxaLtVmxt3dmswWTqX0mwcHsg1itEBUYg8UMFtrndoj2vR+Kk4fsh6ItkP3QbnKPc/gt4VfKTGWsTl7N2ZFT3R1Sh9FS++G61H95fdvLFBoKAYgNGcijo5+ks0+Xk2K/H9FpNIEeQeSW5fJbwm+M6nxag+sUGYt4YeNcpV/ygyMeI8w7jHcmLWTepmfYnbmL/9L/47Y/Z/D0qfPoE9xxWkG09+PhZ3s+o8RYCsCMgXdgNlsBFXNGPsFty2+i1FTKvA3P8v5Zn+Cja5kraq1WK29tf501Kf/Yl2FledJfrE7+m8v6Xsn0vte0uR8p92bt4bsDX7E94z+MFmO1+9QqFQNDhzAm/FRO7Xo63fy6czg/kTe2vcKBnDjic+K5a/ltXBpzOdfH3oyXtnkjJxu7H6YUJPPgP7MoKC9ErVLx+JinGRE2ql3vy8JOi55HRz/F3Stvx2A28Nz6Z1gw6YNm72cNae/HQ3Fy6Ij7oUsa2HTt2tVlBXSAoKAgpk6dyvz588nKyiI1NZU33niDK6+8UnmdG264gWXLlgG2SU3nzp1LXFwcRqORpUuX8u+//3LVVVe5LCbRtlmtVvukokHun1RUCCGEEK7VP3gA3fxsAySWH/nDzdGI5ig3l/PW9td5dsOTFBoKUQHX9L+e1ya8RWefLu4Oz2W0aq3yY8+WtI1k1TFqtqZ3drxJRkkGAPcOf4Aw7zAAgjyDeemM17k05nIATpSc4P7VMyUX2onjRan8fngJABO6T6w2KrqLTzj3DX8AgPTidN7e8UaLxfHl/s9YevhXAAaFDubLc7/jvN4XoFapMFqMfBv3FTf8cRW/JS7BbDG3WByNkV6cxsNrZrE5bZNSQPfT+zGpx2QeG/0Uiy78jdcmvMnlfacrnxG9A6J4c+K73DX0Hjy1nlisVn469AO3Lb+RrembmxRHUya1Ti9O45F/HyCvPA8V8PDIx5o9SbJoe3oHRHHn0HsA248m7+18280RCSFaitMj0Vvbs88+yzPPPMNZZ52FTqfjggsu4L777lPuP3r0KPn5+QBcc801FBQUMHPmTHJzc+nVqxfvvPMOsbGx7gpftLITJRnKKKaYQCmiCyGEECcblUrF2ZFT+XjPQnZn7iKt6DjhLpw0TrSOo4UpzN34FEn5SQCEeIXw6KgnGdJpmJsjaxlnR57Ldwe+wWK1svzIH1zd/7p6H7vm6GpWJi8HYFKPyZzZY1K1+7VqLXcOvZs+QX14/b9XMJgNvLL1RQ7mHuSOwTPRaVw3qEm41qd7P8JkMaNVa7hpYO2+55N6TmFr+mZWpaxkVfIKRnUZzcQeZ7k0hiUJP/Pl/s8A6B3Qm+dOfwFfvR/3j3iQi6OnsXD3u2xN30JeeR5vbX+dXxIWcevgOxndZYxb5w17b+cCjBYjapWKy/pcyZjw0xgQMrDBPudqlZpLYi7jtIhxLNj+BpvSNpJenM5jax9mUo/J3DHkbgI9g+pct8hQSEJePPG5h0jIO0R8bjypRUfpEdSd2KDBDA4dxtBOwwj2rL/VbGZJJg+tuV/58ey+EQ8yqeeUpv9DiDbt/N4Xsj1jG+tS/+WPpN8Z1mlErWO4EKL9U1mt1o7dv6SKzMxCd4fgNlqtmqAgH3Jzi9vl5RjrUv/l2Q1PAvDR2Z/T0z/SvQGJJmnv+6E4Och+KNoC2Q/rllmSyTW/X4YVuG7AjVwfe5O7QzqpuXo/tFgt3PTntRwvSgVgTPipPDhyzknf23v2P/exO3Mn4T7hfDb1G9Sq2hcDZ5ZkcvuKmyg0FNLJuxMfnPUJvnq/ep8zMS+eZzY8QXpxOgADQmJ58tTnCPUKbbHtcJf2fjw8mHOAu1fdDsDF0dOYOezeOh9XZCzizhUzSC9Ox1vnzQdnfUIXn3CXxLA6ZRXzNz+HFeji04X/nfkuIV61C8D/ZWxl4a53OZx/WFk2rNNwbh9yF1GBMS6JpTG2pG3m8XUPAzCtz+XcMeTuJj2P1WplzbHVvLPjTfLK8wDw1/tzx5CZjAofU1EstxXN4/MOkVZ0vNZzqFS2PsBms4XKCkoP/54MCbMV1IeEDVWOZbllOcz+5z6OFqYAcMeQmUzrc0WTYhftR6GhgDtWzOBEyQmX53Cl9n48FCeHk3U/DAur/3tXJSmiVyFF9PabBJ/s/ZBv477CQ+PBr5f8WefJiWj72vt+KE4Osh+KtkD2w/rN+Xc2/2Vso4tPFz6f+q185rcgV++HVQc93BB7M9f0v96tI1xby6rk5by45XkAXj7jdYZ1HlHtfovVwqNrH2R7xn+ogFcnvMngsKENPm+hoYAXNj/HtvStAAR5BvHsaS/QP2SAqzfBrdrz8dBqtfLQmlnsytyBl9aLL6Z+W+/oZ4B9WXt54J+7sVitDAiJ5fUJbzc44roh29K38OT6OZgsZgI9Avnfme8Q4det3sdbrBaWH/mTT/d+SE5ZDgAqYGqv87lj6N0t3uu5ksFs4NblN3K8KJUgzyA+PefrZveKLzQUsHD3e/yZtMypx6uA7v49iQmMoWdgJOnlx9iYvJncstw6H987oDdDOg1nd+YOEvMSAbgxdgbXDLi+WXGL9qNqDnf368GE7hPpFdCbqMBouviEN/s7S3s+HoqTx8m6HzpTRG+z7VyEaIyE3EMARAVGy8m0EEIIcRKbEjmV/zK2kV6czt6s3U4VG0XbsDj+JwBCvUKZ3u+aDlFABxjbbTy+O96kyFhku8y/RhH9l4RFbM/4D4DL+053ep/20/vz/NiX+Wzfx3wb9xW5Zbk8veExvjr3B/Qavas3QzTB1vQt7MrcAcD0ftc4LKADxIYO5Jr+N/Dl/s/Yn72Pr+O+aNYVNwdy4nh245OYLGa8tF7MH/eqwwI62NqgnNPrXMZ3P5MfD37HDwe/pdxczrKkpezJ2s0Tpz5D74CoJsfkrJ8Ofa9ctXL74LtcMtmqn96f2ac8wuQeU3jjv1dJLTqm3KdWqYj070V0UB9iAvsQE9SXXgG9lUlWK4tGOTlFJOYcZlfmDnae2MGuzB1KW9HD+YerjeK/su9VDls4iZNPbOhAboidwad7P+JoYYrSQgnAS+tFr4De9A6IondgNL0DoqrtY0KItk+K6KLds1qtxFcU0aNlUlEhhBDipHZ6xDi8dd6UGEv468gfUkRvJxLz4tmduQuAC6MuQavuOKchHhoPJvY8i18TFrM2dQ0F5fn4ewQAkJR/mI92fwBAVGAUN8TOaNRzq1Vqbh54KxG+3Xh164vkluWy+ugqZUJTUTej2Ui+Ib9F299YrBY+2vMeAMGewVwSc5lT613T/3q2Z2xjX/Zevo77nOGdT2Fg6KBGv35KQTKPr32YMlMZWrWWuafPJzrI+ZYsXlovro+9ifN6X8g7O99k7bE1HC1M4e6VtzNz2H2c2+v8FvshLKMkg6/jvgBgcNgQl/eHH9JpGAunfMo/R1dRbjbQp6Jg7syPTyqVisiAXkQG9OKi6EuxWC0k5Sey88QOdmbuYHfmTkqMJVwaczkzBt3eYX4sFHbT+12DChXrUv/lSEESBrMBgFJTKfuz97E/e1+1x4f7dmV0l1O5ou9VymTSQoi2SYbsinYvuyxb6W3XJ6ive4MRQgghRIvy0HgwodtEAP499g8lxhI3RyScsTh+EQA6tY7zel/g5mha37m9zgPAZDGxKmUFYGtX8dKWeRgtRnRqHXNGPdnkEeRn9Tyb7n49APj50A9Ix876FRuLuffvO7l66TSn23o0xcrkv5QJdK+PvdnpNigatYY5o5/AW+eNxWrlxc1zKTIWNeq1M0symfPvbAoMBahVKh4b/VSTJ+8N8QrhyTHPcu/wB9CpdRgtRv7336u8sPk5io3FTXrOhry/cwEGswG1SsXMYfe1SCFar9EzJXIqF0RdRN/gfk3OPbVKTVRgDNP6XMHc0+fz84VL+f6Cn7lz6N1SQO+g1Co1V/W/lncmL+S3S/7i47O/4PExT3NV/2sZHT6GMK/qhfK0ouP8krCIG/64igU73lQmoxVCtD1SRBftXmUrF4AYN0x4I4QQQojWNaVilG2ZqYz1qf+6ORrRkLyyXP5OWQnA5J5TlFHYHUlUYIwy2GPZ4aVYrVY+3/ex0jf51sF3EBnQq8nPr1apuTTmcsDWUmLnie3ND/okZLaYeX7TMyTkxWMF3tr+Ool58S5/nXJzOZ/t/RiA7n49OCfy3Eat38UnnPuGzwZso7Lf3v660+sWlOczZ+1sMkszAbh3+GzGdRvfqNevSaVScUHURbw96T0ifG3tYP45+jd3rbxVuSLYVf7L2Mq6iuP6RdHTWqV1jCtp1BqCPWtP2io6JrVKTQ//nkzoPpGbB97KvLEv8c35P/HzRb/x6vj/cdfQexgbcQYqwGgxsiThZ65fNp13d75NTlm2u8MXQtQgRXTR7h3KPQjYRjb18I90bzBCCCGEaHEDQmKVQs5fR/50czSiIcuSlmK0GAG4OGaam6Nxn6m9zgfgSEESPxz8lh8PfgfA8M4juCj60mY//+SeU/DT2ybFWhT/Q7Of72T03q4FbE3fotw2Wow8t/Fpl4+o/iV+kVLEvmXQ7U2aHHRij8lM6mlrY/J3yiruWHEzj659kBe3zOO9nQv4Nu4rlh1eyobUdezL2suxwqNkl2bzxPo5pBQkA3DTwFtceuVHVGAM707+kEk9JgNwvCiVe/++kyUJP7vk6gej2ciCHW8CEOgR2Kx+8EK0ZX56f4Z0GsYlMZfx9Glz+fDsz5nQfaJSTF8c/xPX/n4l7+9aQG7FBL9twZa0zfyXsdXdYQjhNh2nGaE4acXn2UY/9Aro3aH6awohhBAdlUqlYkrkOXy69yN2Ze4gvTiNLj7h7g5L1MFkMfFr4mIAhoQNa3ejSl3pzB6TeH/XAsrN5Xy0x9YH3U/vx0MjH0Otav7YJk+tJ+dHXcS3cV+xOW0TRwtTlBYvApYk/MyShJ8BW5/tCd0n8tb2NzhelMob217h8TFPu6T9RqGhgO8OfA1AbMhATu16epOf655hs9iftZe04rSKqxYSnV734uhpXNXv2ia/dn28dd48MuoJhnYawds73sBgNrBgx5vsPLGD2ac8jG/FDzlNsSj+B44VHgXgtsF34qvzdVXYQrRpPf0jeXzM01zT/3q+2v85a46txmgxsujQj/yWuISLoi7h8r7TCfNtuXkcGvJb4hLeqrgq5tHRT7h8rgJ3MJgNxOce4kDOfrr6RjTreC06BhmJLtq9ynYuMTKpqBBCCNFhTO55NpXlrhXJf7k1FlG/tcfWkF1quyT9UicnVjxZ+eh8GN/9zGrL7h/xoEsnt7wo6lK0FaOeF8f/5LLnbe+2pG3m3Z1vARDh242nT53L+b0vUkZ6rzm2mt8Sf3HJa30T96XSw/zWwXc2qzDvo/Ph9TMXML3f1UzqMZkRnU8hKjCaUK9QdGpdveud2X1Si/bkVqlUnNPrXN6ZtJCeFVcCr0v9lztX3kJc9v4mPWdmSaYymWhsyEAm9zzbVeEK0W5EBvTiiVOfYeGUT5U2TAazgR8Pfc91y6bzwc53KSwvbPW4tqRtZsGON5Tbr259yeWtnFpDdmk2a4+t4f1dC7jv77u46Jep3L96Ju/veoen1j9Wa9JXIWqSYbuiXcsty1Em3ogOlCK6EEII0VF08u7E0E7D2XFiOyuO/Mm1/W+QSdzaoMUJtkJuF58ujOl6mpujcb+pvc5neUULorN6ns0Z3Sa49PlDvEIY330iq5JXsPzIn9w08Bb89P4ufY32Jin/MPM2PY3FasVP78e8sS8qffnvGz6b+NxDpBQk896uBfQLHkCf4L5Nfq2M4nR+qRjtfnrEOGJDBzY7/lCvUGYMur3WcqvVSqmplAJDPnnleeSV55FfnodWpWF894kuubqhIZEBvVgw6QPe2fkmfyYtI704nVmrZ3LtgBu5ou9VjZqs84Nd71BmKkOtUnHP8PvleC46tF4BvXnq1Oc4nJfAF/s/Y33qWsrN5Xx/4Fv25e3m1XFvoW6lct7hvATlGOqr86XcXI7RYuTp9Y/xzuSFBHkGt0ocjWWxWkjMS2B/9t6K//aRXpzucJ0fD37H06fNbaUIRXskI9FFu5ZQZSKgysmahBBCCNExnF0xwWhacRp7s3a7ORpR04GcOGVU6sXR01qlqNfWxYYM5MbYGZzb63zuHnZ/i7zGZTFXArbJLX8//FuLvEZ7kVuWw5Pr5lBqKkWr1vD0qXPp5tddud9L68UTY55Br9FjspiYt+lpZRR5U3y67yNMFhNqlYoZg25zxSbUS6VS4a3zpotPOP2C+zMm/FTOjpzKpJ5TWrXFpafWk9mnPMKcUY/jpfXCbLXw+b5PmPHXdaxL/depXunbM7ax5thqAM6PupiowJiWDluIdqF3YDTPnDaP98/6iNHhYwCIy4zjw10ftMrrZ5Vm8fi6R5Rj6DOnzeOBUx4CILM0k3mbnsFkMbVKLM6yWC0sP/IHN/xxFXetvJUFO97k75RV1QroPjofTukykutjb+KlM17jwuhLANhwfC3Hi1LdFbpoB+SbrGjXEnJtRXSNSk1kQC83RyOEEEKI1nR6xBl4ab0AWJm83M3RiJp+qWgn4qn15Oxe57o5mrZBpVJxzYDrmXXKQ3jrvFvkNaKDYhgcNgSw9QFvawWO1lJuLufpDY+TUZIBwH3DH2RIp2G1HtcroDf3Dn8AsP0g99rWlxo9SabFamFJws/8nbwCsF1x0NH60U/qOYV3J3+o7Hvpxek8u+FJHvn3AZLyD9e7ntFs5J2KVjsBHoHcFDujVeIVoj2JCozhudPnM7LLKAAWHfqBTWkbW/Q1S4wlPLHuEeXK/wdGPMyQTsOY3PNspvW5HIDdmbt4b9eCFo3DWVarlbXH1nDr8ht5ZeuL1YrmEb7dmBJ5DvePeJAPp3zGzxctZf64V7luwI0M73wKV/a9Go1KjcVqZVH8j27cCtHWSRFdtGuHcg8CtksJG3O5oBBCCCHaP0+tJ6dFjAVg3fG1mC1mN0ckKmWXZisjS6dETpUJAlvZtJgrANsown8r3oeOxGq18urWF5UrIa7sexXnOPgh5+zIqUyJPAew9faunIDUGenFaTy0ZhYLdryJFdvEm9cNuKlZ8bdX3fy68+r4N3l8zNOEeYUBsOPEdu5YcTNv7/gfhYaCWussTviJlIJkAG4ZdHuzJiYV4mSmVqmZM+Zxgr1s7VNe2TqfzJLMFnkti9XC/C1zScxLAODaATdwVsUxEuDWQXcyvPMIAH5NWMwfSb+3SBzOsFqtbE3fzMxVt/HcxqeU40l3vx48OvoJfrpwCZ9N/ZqHRj7Keb0vIDKgV60r4zp5d1LmLPkraVmdxyohQIroop1LyLNNZiH90IUQQoiOaXw320lPQXk+uzJ3uDkaUem3xF8wVfyocXH0pW6OpuMZ0/U0wn27ArDo0I+NHlnd3n2x/1P+Ofo3AGMjzuBmJ1qr3DNsljJJ5ge73+FgzgGHj7dYLfyasJhbl9/I7sydAPQO6M3rE94ixCukWfG3ZyqVigndJ/LJOV9x3YAb0al1WKxWfk1YzA1/XM2vCYuVHzyzSrP4av/nAPQPGaD8kCGEqFuQZzBzz7T17C4oz+fFLfOwWC0uf533d73DpuMbAJjUYzLX1/hhUKPW8MSYZwj3CQfgre2vsS9rr8vjaMierN08uOY+Hlv7sDLRaWfvzjw0cg4fTvmMiT3OIsAj0KnnuqzPdMB2FdNviUtaKmTRzkkRXbRbhYYC5RKdmCApogshhBAd0YjOI5W2GP8e+8e9wQgADGYDSw//CsDILqM6XFuLtkCtUnNp9GWA7crNvdl73BxR61mVvFwpzMYE9eGRUY871Y/fU+vJk6c+i6fWE5PFzLxNT9c7GjG9OI1H/p3N2zv+p0yGee2AG1gwaaH0867gqfXk+tib+HTq18qPnYWGQt7e8T/uXDmDXSd2sHDXu5SaSlFh+xFD5k0QomGju41mev+rAdiduZNv475y6fP/Er+IxRXt2AaFDuaBUx6pc6JfP70/z57+gnLMfHbjE0rrl5aWkBvPY2sf4oHV97A7cxcAgR6B3D3sPj455yumRE5Fo9Y06jljgvowJMzW8uuXhEUYzAaXxy3aP/mUEu1WZT90kJHoQgghREel1+g5tevpAKxLlZYubcE/R1eRX54HwCUxl7k3mA5sSuRUfHQ+APx8qGP0eN2btYdXt70EQKhXKM+dPh9PrafT6/f0j+S+iv7o6cXpvLL1xWqj+K1WK78lLuG25Tex88R2AHoF9GLBpIXcEHszOo3OhVtzcujs3ZknTn2G1ya8SVRgFABJ+Uk8uOZ+Vh9dBcD5URfJoCghGuHmQbfSL7g/AF/s/4S9Wa75oXTj8fW8t+ttwNZH/JnT5jlsm9sroDcPj3wMgNyyXJ7d8IRLis9Wq5ViYzEZxekk5sWzI+M/1h5bw7LDS5m78WnuXHkLW9O3AOCn92PGoNv44tzvuCj60ma1+b2873RlW/5OWdns7RAnn9abtlsIF4uvaOWiVqmICox2czRCCCGEcJczIiawKnkF+eV57MnaxdBOw90dUodltVr5uWIEWze/7ozoPNLNEXVc3jpvzu11Pj8e+p71qf+SVnRcafFysjGYDezN2s3zm5/DZDHhqfVk3tgXCfUKbfRzTe55Nrszd/FH0u9sPL6en+N/ZFqfK8goTue1bS+xo6J4rlapuLLfNVzb/waZm8kJg8OG8u7kj1h2eCmf7v2QgopR/v56f24aeIuboxOifdGqtTw+5mluX3EzJcYS5m9+jvfP+hg/vX+TnzM+9xDPb3oWi9WKv96f58e+hL9HQIPrjes2nqv7X8c3cV9y4P/t3Xd4VFX+x/HP1PQCBJKQ0DskNKmCNGUV0UVRsP90xe7uirpiXRv2tru6q6tr2+K6FlbBigUQUBGVpXcIJaSQSkLKzGTm/v4ImSSETHpmQt6v5+Fh7sw9957JnO+dc79z7rm52/T8uud0ey2j14+XXZKt1anf6KfMtcorzdNR11EddRbqqKtQnjqmIQu2Bmt2vzma0/+iZruXwui4Meoe2UMHCvbr/Z3v6MyeM+r1PtB+kERHm1UxEr1bRI8GjTABAAAnl1FxYxRiDVFJWYlWpq4gid4Mckpy9Mqmv2hE4lDNSJwlqX4nkZuzN3pvRHZ+3wuYnsHPZvW7QIt2vSuPYeiD3Yt00/Df+LtKzcLpdmpH7jatz/qfNhxer605m+XyuCSVt9R7xt7fpGlVbh5xi7bnblXKkRT9beNLOuI8og93LVJJWYmk8hHrd4y+WwM6DmyOt9NumE1mndPnl5rcbYr+tfUfWpf5k64ZekOTEn9AexUXFq9bT7lDj655SIeLD+vZn57SA+MXNirpe7j4sO5bfaccboesZqsenPCoEiIS613+yiFXa++RPVqT9p2W7vtMfaP76bx+F5xw3ZySHK0+9I1Wpq7QpqwNaugdO0KsIZrR6xxdPPBSdQju2MDSvplNZl3Y/yI999NT2l+wTz9mrNWY+LHNug+0bSTR0WbtzNshSerbgXkHAQBoz8qndDlVyw58rVWp3+jXI+aTvG2it7f/S8sPfK2Vh5brk+2f6fZT7lLPqF51lqsYhR5mC9MZPc5s6WqiDrGhsZqUOFUrDi7T5ymf6P+G/ErhtnB/V6vBXG6XNmdt0rqMdVp/eJ225Gw+4ZQBNrNNNw3/rXeKp8YKsgTp9+Mf1s1fXaeSshLvnMNmk0lzB1yqKwZfxejzJoiwR+rG4b/2dzWANm9Kt2lal/mTPkv5RN8eWqWP9y7WuX3Oa9A2ilxF+v3qO5VbmitJumP03UqOGdqgbZhNZt015j795usbdLDwgF7a8IJ6RvXyDmrILc3R6tSV+iZ1+QkT532i+6hbRA9F2CMUbo9QuC1ckfYohdvDFWGLULg9XOH2SEXYIhRiDWnR0eGnd5+u1ze9onxHvt7f+R+S6KiGJDrapCJXkQ4dTZUk9WM+dAAA2r1JiVO17MDXynfka1PWBg3rMsLfVWqzPIZHqw99413ekbtdN311ra4ccrXmDLi41h8oMosz9V3aKknSjF4zvTd8hX/N7jdHKw4uU0lZiT5P+UQX9r/I31WqU15prnbkbte23K3akbdVO/K3qchRrOOv7reYzBrYcbCGdhmu4Z1HaHCnpGa7QrVbRHfNP+V3evyHhZKk7pE9dMfou73zEANAILhp+G+1JWezDhTs10vr/6whMcnqHdWnznIut0vfpq3Suzve1t4jeyVJv0q6RtO6n9GoeoTZwvTwhMf066+vV5GrSAu/f0CXDrpC36d9p03Z62tMz9Inuo8mJU7VpMQpSozo1qh9tgS7xa7z+l6gN7e8pv8dXqc9+bu4YTS8SKKjTdp77DJhSdyEBgAAVJ/S5dA3JNGbYEvOZuWU5Mhkkqb1mqYVe1fK6Xbq1U0v67u01bpj9N0nPOFdsvu/8hiGzCaTZvWd7Yea40QGdRqswZ2GaGvOFn24a5HO73uhLGaLv6vlVewq1u78ndqeu007crdrR+42ZRZnel83mSSLpfyHG4vJrAEdB2lo5+Ea3qU8aR5iDWmxuk3rfoZsZpvyHfk6s+cMRp8DCDjB1mDdO+4B/fqr6+XyuPTomof059NfrvXYmHb0kD7d+5GW7vtM+cduAi5Jv+h5li4ZeHmT6pIY0U13j71fv199pwqcBfrrhr9Ue713VG9N7jYt4BLnxzu3zyz9e/s/5XQ79d7Od3TXmPv8XSUECJLoaJMqbioqiV8FAQCAgixBGhs/XisOLtOq1BW6efhvmdKlkVYeXCFJsluC9NCUh7Sj31499v0j2pm3Q1tztuj6L6/WvOTrdF6VOc9Lykr0WconkqRx8RMUFxbvp9rjRGb3m6OtOVuUWZypb9NWaVLiFL/VxTAMfZ/2rdakf6ftuVu1v2BfrTeQs1vs6t9xgMZ2H6X+EUM0MHpIq1/hcFri5FbdHwA0VO+oPrpx+K/1/Lo/HBuR/oJuG7XA+3qZp0zfpa3Wx3sWe2+OXKFLaBed2+c8Xdj/omaZJmVs/DhdnXydXtv0iiSpV1Qv74jz7pE9mrz91hAZFKUze56tj/Z8qBUHvta8pOvVObSzv6uFAEASHW3SrrzyJHpCeKLCbGF+rg0AAAgEkxKnaMXBZcorzdPm7I0a2nm4v6vU5ngMj1YdWiFJGtd1vEJsIeoR1VPPT3tJ7+z4t/659Q053U69tP7P+vbQKv1u1F2KD++qr/d/qUJnoSRpdr8L/fgOcCITEyYpNjRWmcWZWrTzXb8m0Zfs+UB//t+fajxvNpnUI7KnBnQcpAEdBmlQp0HqGdlbQXabOnQIU15ekcrKPH6oMQAEvnN6z9LPmT/p20Or9FnKJxrR5RQN6jRYn+z9SJ+nfFJt1LnZZNKY+PE6p/csjY4b0+yDDi4eeJmGdR6hMFtYm0mcH++CfnP08Z4P5TY8+nD3+7p26I3+rhICAEl0tEm783ZJYioXAABQaUz8OAVbg1VaVqpvUleQRG+ErTlblFOSI0ma3G2q93mL2aJLB12hcfHj9dSPj2lP/h5tzNqg6778la4beqMW7/5AUvml2vzdA4/FbNGsvrP1ysaXtDVni7bnbvPL3N4pR/bq5Q0vSpIi7ZEa1mWEBnQYqEGdBqtvdH/m0QeARjKZTLp91ALtytuhw8WH9dSPj8ntKat2E8+YkBjN6HWOZvQ6p8VHVg/qNLhFt9/SEiISdWrCafr20Cp9svcjXTboSr6jIK5xRZtTWlaqA4X7JEl9mcoFAAAcE2QJ0ti48ZKk1anfyGMwarWhVqaukFQ+jca4ruNrvN47uq9emPayrhh8lSwms0rLSvX8uj9of8E+SdJ5/S5slsvB0fxm9D7HO0fuop3vtvr+HW6HHlvzsFwel2xmm56Z8ifdP/5hXTTwUg3tPJzkBAA0UYQ9UnePvV9mk0llxxLoZpNJ4+LHa+GEx/XWzPf0f0N+xdQk9VRxI+4iV5E+S/nYz7VBICCJjjZn75E93nkTGYkOAACqmtRtiiQptzRXW3I2+7cybYzH8GjVsST6mLhxtd6UzGax6f+G/EovnP6yekT29D4faY/UtO5ntEJN0RjhtnCd2fNsSdLK1OU6XHy4Vff/t41/1b6CFEnS9cNuUq+o3q26fwBoD5JiknXbqDs1qNNgXT74Sv3j7He0cOITGtf1VO4V00BDOiV5R9R/sOt9uT1uP9cI/kYEoc3ZnVd5U1GS6AAAoKoxceMUZAmSVHmDTNTPtpytyi7JlqR6zZndr0N/vXjG33TxwMsUExKja4fe6P3bIzCd3+8CmSR5DEMvrX9BDrejVfa7Jv17Ld79X0nlN537ZZ/zW2W/ANAendlzhp6f9pKuHHK1YkNj/V2dNstkMnlHo2cWZ3qv1kP7RRIdbc6u/PIkelxYnCLskX6uDQAACCTB1mCNjS+fhmTVoRVM6dIAFSeHNrPN+zesi91i17zk6/T2OYt0Vq+zW7B2aA5dwxM0KbF8rvvVh1bqlmU3Kf1oWovuM7c0R8/8+IQkKTooWrePupMpfwAAbcLEhEmKC4uTJL2/8x0ZhlFHiXLZJdlafuBr/ZSxVulH0xjFfpLgxqJoc3YdG4neN5pR6AAAoKbTEidrZeoK5ZTkaFvOVg2JSfJ3lQKex/BoZepySdLY+PHMT30Smz/qd3J5XPoubbX25O/WTV9dqzvH3KtxXU9t9n15DI+e/vFxHXHkS5IWjLlHHYI7Nvt+AABoCWaTWRf0m6u/rH9eO/N2aFP2hlpvoH7UWahVh1Zq2YGvtOHwumo3dbWYzIoNi1dCeILiwxOUEJ6gruGJSghPUGxonOwWe6u8HzQNSXS0KU63U/uPzaXIVC4AAOBExsaPl91il9Pt1MrUFSTR66GhU7mg7Qq3hevBUx/Ruzve1uubX9FR11H9/tu7demgK3TlkKubdc7cD3a9r58yfpQkze43R6PjxjbbtgEAaA2/6DlD/9j6hgqdhXpv5zvVkugOt0M/pH+vr/d/qbUZa1TmKTvhNtyGR2lHDynt6KEar5kkdYvsoZuH/1YjY0e10LtAcyCJjjbl0NFUlR27DKZ3dF8/1wYAAASiEGuIxsSN0+pDK7UydbmuH3YTN9OqQ2OmckHbZTKZdNHASzWg40A9uuYh5Tvy9e9t/9T23K26Z+z9igqKbvI+9uTv0qubXpYk9Ynuo3nJ1zV5mwAAtLZQW6hm9v6l/rP9La1J+077jqQouyRLyw58pdWHVqqkrKTa+okR3XR69+mamDBJbqNMaUfTvAn0Q0cPKb3okLKKD3tHqhuSDhTs132r79IjE58gkR7ASKKjTckoSvc+TghP8GNNAABAIJuUOEWrD61Udkk2U7rUwWN4tOpYEn1M/DimcmlHhncZqRfPeFWPrHlAW3O2aF3mz7rxy2v0+/EPa1CnwY3ebmlZqR77YaHKPGWyW+y6e+z9XKoOAGizzut7gd7f+R+Vedy64cur5T7unjsxITGa2u10Tes+XX2i+1a790ef6H41tud0O5VeVJ5cP1CwX//c+qYcbofu//YePX7a00ruPKzJdd6dt0tWs1U9o3o1eVsox5ActCnpRZU3PooNjfNjTQAAQCAbGz9eNrNNUvkNRlG77bnblFWSJYmpXNqjzqGd9czkP+n8fhdKkrJKsnTbil9rye4P6n0DteO9svFFHSjYL0m6cdhv1COyZ3NVFwCAVtcppJOmdZ8uSd4EergtXGf3OkfPTP6j3pr5nq4bdpP6duhXr5tn2y129YjsqfFdJ+iigZfq4QmPyWa2yeF26N7Vd2przpZG19VjePTqxr/qxq+u0bVfXKUX/vdHFbuKG709VCKJjjYloyhDUvkBjNEsAACgNqG2UI2JHydJWpX6TaOTge1BxQ1FbWabxsU3/80lEfhsFptuGv4b3TP2fgVbg1XmceuF//1RT/74qErLShu0re8OrdZHexZLksZ3naCZvc9tiSoDANCqfpV0rUbHjdGUbtP08ITH9M65H+jWUXdoWJcRTZ42cGTsKD146qOymq0qKSvRPavu0M7cHQ3eToHjiO5ZdYfe2fG297kluz/QdV9cpZ8zf2xSHUESHW1MxUj0uNB4P9cEAAAEuopR1YeLD2t77jb/ViZAGYahVanfSJJGx41lKpd2bmr30/XCtL+qW0R3SdLX+7/Ur7++Xv/Z/pbWH15X50i27JJsPfvTk5KkjsEddfuoBfUakQcAQKCLCYnRY6c9rXvHPaDxXSc0+8DOMfFjdf/4h2UxmVXkKtJdq27Xnvxd9S6/J3+Xbv76Ov2c+ZMkKSkmWRMTJkmSMoszddfK3+mZH5/QUWdhs9a7PWFOdLQpmcfmRI8LJ4kOAAB8Gxd/qmxmm1wel1amLm/SHM8nq+2523S4+LAkaXK3Kf6tDAJCz6he+vPpL+uZn57QqtRvtL9gn17b9IokySSpR2QvDew0SAM7DtagjoPUM6q3zCazPIZHT619VAXOApkk3Tnm3ma5QSkAAO3F+K4TdM+4B/TomgdV6CzUgpW369nJf6pzXvNlB77Usz89JafbKUn6Zd/zdcPQm2Wz2LQydYVeWPcH5TvytXTfZ/opc61uGXm7xned0Bpv6aRCEh1thmEY3ulc4sO6+rk2AAAg0IXaQjU6bqy+S1utVanf6LqhNzEq9jjVp3LhZArlQm2h+v24h/Tx3sX6ZO8SpRzZK49hyJC0ryBF+wpS9HnKp5KkYGuw+ncYoHBbhP53eJ0kac6AizUydpQf3wEAAG3TpMQpKhtzr5744REVOI5owcpb9dyUF5QY0a3Gum6PW69sfEn/3fWepPL+3PxTbtcves6otr3hnUfoxQ0v6Ov9XyqnJEf3f3uPpnY7XTeP+C0/eDcASXS0GUcc+SopK5EkxYUxEh0AANRtUuJkfZe2WpnFmdqZt0MDOg70uX6Zp0yf7v1I7+38j2JCOuuJSc8qyBLUSrVtXVWnchkVN4apXFCNyWTSuX3O07l9zlNpWal25e/U9pyt2p67Tdtzt3qvYCgtK9XGrA3ecn2j++mqIdf4q9oAALR507pPl8tTpmd+fEJ5pXm645v5enbK8+oanuBdJ680V4+seUgbs9ZLkrqEdtED4x9R/44DamwvMihKd425T1MSp+mP655RTkmOlh/8WusO/6xfj7hFkxOnMtCkHkiio83IKM7wPo4niQ4AAOphXNcJ1aZ0qS2JbhiG1qR/p1c2vqTUwoOSym9ovvLgck3veVZrVrnV7MjbrsziTEnS5GPzxwMnEmwNVnLMUCXHDPU+l1OSox2527QttzyxviN3m0Jtobp33AOyWWx+rC0AAG3fmT1nyOV26U/rnlV2Sbbu+Ga+npvygmLD4rQjd7se+u4+ZZVkSZKGdR6h+8Y9oOjgDj63Oa7rqXo15u96ZeNL+izlEx1x5OvRNQ9pedevdcspt6ljcKfWeGttFkl0tBnpR9O8j+OYzgUAANRDmC1Mp8SN1pq077QydYWuSb6hxkibXXk79fKGF7Uh6381yn++79OTNom+KnWFpGNTuTAvJhqoU0gnnZowUacmTJRU/kOUJEayAQDQTM7p80uVeVz6y/rndbj4sO74Zr5m9Z2t1za9IpfHJUm6sP9cXZN8gyxmS722GW6P0G2jFmhKt2n6w89PK6MoQ9+lrVa+I09/mvZiS76dNs/s7wr4smnTJk2fPl1z586tc92///3vmjp1qoYOHao5c+Zoy5YtrVBDtKbMYyPRrWaLYkJi/FwbAADQVlSMss4oytCuvJ3e57OKs/Tk2kd181fXehPoMSExumP0Xbo66VpJ0sasDd6R6ScTwzC08lgS/ZS40Qqzhfm3QmjzTCYTCXQAAJrZef0u0LVDb5AkpRel668b/iKXxyW7xa67x/5e1w+7ud4J9KpGxo7Sy9Pf0Ky+s2VS+ZQv8C1gR6IvWbJEzz33nPr27auCggKf63755Zf64x//qJdeeknDhg3Ta6+9puuvv15ffPGFQkOZ2/FkUTESvUtonMymgP79BwAABJBxXSfIaraqzFOmlanLlRjRTf/Z8ZYW7XxXTrdTUvl0FRcPuEwX9J+rYGuwckpy9OaWV+UxDC3d95nmJV/n53fRvHbm7fDesJ2pXAAAAALX3AGXqMxTpjc2vypJiguL04OnPqI+0f2atN1QW6h+PeIWzUu+TnazvTmqelIL2Eykw+HQO++8o2HDhtW57nvvvacLL7xQ48aNU0hIiG6++WZJ0rJly1q6mmhF6UXlSfS4sDg/1wQAALQl4bZwjYodLUlauu8zXfnZJXp727/kdDtlNpl0dq9z9PcZ/9Zlg/9PwdZgSeVTVYyJHy9J+nL/53J73H6rf0tYmbpckmQ1W5nKBQAAIMBdOugKLRh9ty4eeKlePONvTU6gVxViDWnUaPb2JmBHos+ZM6fe627dulVnn322d9lkMmnQoEHavHmzzjnnnHpvx1x6qM51PMEJVRbKZHZm+i5gssgTVCXp63HI7Mz2WcQwB8mwV5muxF0ssyvPdxlLiAxbx8rdlhXKVOZ7BL9hCZdhq3K5hjNPppIsmd2eWst4rFGSNbxyP84cmTylPvfjsXWSLMGVZRyHZTJcvsvYu0jmyhsSmUvTVVacoi4mpwaEhJ/ws/IExUsVI9QNj8yOdJ/7kMzyBFe5QanHJbPzsM8ShskmI6hL5RPuEpldub7LmINl2KvcnKHsqMxlR3yXsYTJsEV7l02uIzK5j/ouY42UYY2oUiZXJneJzzIeWwfJUnm1hsmZJZPH6buMPUYyB3mXzY4MyfCdWPAExUmmYwdkw5DZkXbC9UwWsxQUKlNJsWSr+tnUHWuGySojKLZKmdaKtQKZygrrKFM91kyuPJncxT7LeGzRkqXy0vrWi7U0SYbvMk2ONafMziyfJfwaa65ibzs80fGwRqzV67NpTKx1lqqMBmjOWKtkkie4yj0mWi3WimR25fsu05hYs0bIsEZWlmm1WMuUySjzXaaBsWaymKWqHWPDXd4GfGpErJntMuydK59otVjLl8ld5LtMM8fambHJ2pvxjXTsu76LSRreZbjmJM9Xzw4DvGWqxtp5CWO0N32FVJquTamfaGSXU8r3449Yc5fK7MrxXaaesWYYhramfqYuJqeSYkcq3Falb1cl1qp+L1c9HjZPrGXL5HHUUaYxsRYrmStPcer3vdZVqpiGJIBjrX79+9aKtY6SJaRKmUZ8r5WmS6r9vEM6FmsV474Mox7na4EVa9XKWEJl2Cpv+NZ632ttONZqnEs3Jtbq0b+vR6wdfzxsTKw17ly6FWOtSd9r9TmXbkysHdfnaLVYq8+5dHTDY+24c+nGxJqKD8lUUuQ7b9OGY61GmRrn0q0Ua/U6l25MrDX0XLp6rE3vfnp5rHkKpdITt+ua59LNG2ve46FLkqnqZ1OfvFVjYu34/n3LxJo0sI7XAziJ3hB5eXmKjo6u9lxUVJRyc313TI8XkvYP+Z7Gz6TSfvdULrpKFJz+D5/bNKzRcvS6uXILJdkKqqOMJ6S7nIlXeJctxftky1zss4w7IkmuuFneZWvBZllzVvgsU9bhVJXFTC3fh8UsZX2rkLTv5TFq7/y4usyQO3ikd9meuUzm4t0+9+PsepE8QX29y0GHlshUxwHZ0f1aGdbKoLdn/FsT3dtkBBk6xdit0BP8DUv73FH55eJ21v3ZmEPk6HObd9nkyK/7swmKlbP7Nd5lsyNN9vR3fZZxh/WTq2vlvP6Woztly1rqs0xZ1CiVdTnTu2zN/5+sed/7LOOKmSZ3h/HeZVvWKlmObvVZxhl3njwRQ7zL9vTPZS5N9VnGkXilDHuidzno4KI6v/hKe/5GqjhQGoaC953472w2maRsm4Kdbhl97vI+b3IV1/nZGLZoOXpWxpq5JEv29H/6LOMJ6SFn4uXe5frFWrJccb/0LpfH2jc+y5R1nKCyTlO8y7acH2QpqHnzuqpcXc6WO2qEd9me+bXMxXt8lnF2vVieoD7e5aBDi2WqI7np6H6dDGtl5yc4822pjo559Vhz1B1rllA5et/qXTY5jtQj1uLk7D7Pu2wuPSR7+ns+y7jD+svVtfIH2HrFWvRolXX+hXfZmrdO9iM/SNk2hThcJzweumJOl7vDOO9yeaxt87kfZ9z58kQM9i7b0z+rMxHgSLxKhr3yh9ugg+/XeQJQ2uu3UkUixPDUGmuVzCrtd7d3yeQqqkesdZCj502VWyg+LHv6v3yW8YT0lDPxMu9yeawt8VnGHTlUrthzvcv1i7WJKus02btsy1kjS8F6n2VcXWbKHTXcu2zP/Erm4r0+yzi7XiJPUG/vcnms+e6YOnpcL8NamXAJzvi35KNjbjaZpLgHy7+fJcld2vBYK63P91q8nN2vrtxvaars6e/7LOMOHyBX/IXeZcvRHbJlfeGzTFn0GJV1nu5dtub9T9b8NT7LuGLOkLvDWO+yLWulLEe3+yzjjJstT8Qg77I9/dNjiR1pmsmp3JACuTwudQjuoFGxo9U1IkGOiCgZ1sqLM4MOvOc9ATjN8CgjrEilZaVypbygUPc0SVJpr1sqT84Md92xZrKotG+V7zXn0YbHmvOw7Olv+SzjCe0lZ8Kl3mVLcYpsmR/VWC+nJFsT3dulICmpU4ysVd6/9cgmWXNXlu/z2Pfy8cfDso6nqazTJO9y/WLtHLmjKq8wLY+1FJ9lnAmXyhPUy7sclPqhTHUknh09bpBhrTwJDM54S6rjpKm0z51Sxeirsnr07y1hcvSe7102leY1ItYOyp6+yGcZd/hAueIv8C5bCnfIlv2lzzJl0WNV1vkM77I1b52s+T/4LOOKmS53hzHe5XrFWvwF8gRVnmza0z6pMxHg6Ha1DHvljw9Bh9+rMxFS2mu+LJbyk2CL2ajzs5HJqtK+d1YuOgvrEWsd5eh5o3fZ7MyUPf3fPsvUiLWivbId/thnGXfkcLliZ3qXrUc2ypq7ymeZso6TVNbpNO+yLed7WQo2+Czjij1X7sih3uX6xdpl8gT19C4HpX4gUx3JMEePG2VYK3/sDs74V50/9pf2vasyeVRWXI9YC5ej9y3eZVNpbt2xFtxVzm6/8i6bSw7KnvFfn2Vqxtp22bK/qrbO8cfDsuhxKut8uvd1a97Psuav9bkfV+dfyB092rtsy/pGlqM7fJZxxl8oT1DlD731i7V5MuyVCdGgw+/W+eNLae9bJcuxH/s9rnrEmk2lfRdULtYn1uyd5Ohxg3fZ7MiQPf1tn2U8ob3lTLjEu2wp2iPb4U98lqkZaxtkzV3ts0xZp8kq6zjRu1weaxt9lnHF/lLuyGTvsj3jS5lL9vks40y4XJ7QHt7lesVaz5tkWMt/FLBYzNKe1xRS6vCZtynte3eVWCuqR94qQo5ev/Uum0py6hFrCXJ2u8q7bC45IHvGBz7LuMMHyRU/27tsKdwmW/bXPsvUjLWfZM3/0WcZV+cz5Y4e5V22HV4hS9FOHyUkZ/wceYL6e5fLY833jw+O7tfIsFb+MFS/WLutMlnvKas71sz28vPvY0yOgnrEWowcPa6v3IQjXfb0//gs4wntI2fCxd5lS9Fu2Q5/euIqHTse2kOSZMTM8D5fHmvf+txPjVjL/k6Wwk0+y7hiZ8kdmeRdtmd8IXPJfp9lnIlXyGPv7l0OSv2vTHX8AKduj/l+XX5Moi9evFgLFiw44WuPP/64Zs+efcLXTqS2G9g09MY2ISE2meSjjMmkkA5VbrrkLJOC65gzyG5XaNUy9lApu44yoUEKq1pGIdKROsqEB0tVy7hCpKI6ykSEVC9TKAUF2WpfX1LI8WXygySP7/2ERIZKkVXKZAVV+7XuhGWiw6TgyjIFFqdMpvLPtGN4tEJO8HcPiQ6TLMeed1vq/mysx302JWF1lwk57rOxhEq5dZQJO+6zcYdIhQ38PEuDpZI6/mY1Ps9gqawen010lTK5QZLqKBMVKoVVKZNhl1x1lOkQJlXcsMww6vw7BwfZFFwt1lz1iLWghsdaWCvFWvhxn01RsOSs67NpRKxFhUoRTYs1hdilOmYsqBZrZeZGxFpo42Itr5VirbT8OFjb8bBZYi2nHrEWHSqFNjDWoqvGmqfuv7PJfNz3mrPuMkHHxZotVMppgVg7/vNszPdaa8Xa4XrEWtQJYs1Tdz8lMvJYJ7vM1LhYy2pgn8PcmrHWwO+1gnrEWlSoFHXiWAuRXecPOk+FzkJ1j+ru7fOFRB0Xa6HVY21Q54HakLlBh4oOSla3Qqwh1WPN465HrFmqx5rDIWW2QKzVsw95KOegzGaTzCazTuk2/LjjQIhUXL1MjeNhc8RaXj1jLfy4WHPU4zgYdHys+Z7BMqRDWOWPw2WS0hsYa8WtGGtHGxhrJfWIteM/m/rEWuQJYs1Uj88z9LjPpsz3KL+QDmGStfw4GBkZUnesma3HxVpp68SaESIVNPCzOUGs1dCWYi3YXmcSPSQ6rPIHK1fd5wSyNVOs5Tcw1spqjzXv8TCiEbHWmO+1xsRadKgUcnys+f4xMSQ6TLIeG+npqce5l9lWPdZKSxreh7TW51zaT7F2tJGxZrRQrNnDqj1XZ96mQ1hlEt1Vj3OC42MtqBF5K1M9Yu34z8ZHrHk1R6wdCZbc9fhsquatsuv5vdaoWDvWv3fb6v5sLPbjYq1YOlxHmeDWibXQkOP242hkrNV1jtvYWKuat8oMqsxhNIHJMHz8fBUAXnjhBa1atUrvvlv7aN/TTjtNt99+u8477zzvc/PmzVP//v1155131lrueHmHdtSZeDdCKkcFylMmk6Pu6VyM4CqXxbgddY4MldkuI6j6ZTEmp+9fJ2UJkWGvHAmgskKZXHVcFmMNl45dFmOxmBUZXKrCvGy53bU3CcN2/GUx2ZLb92UUhr3m5YHy+D6wGEFdql32vjX1Sz387X2SpMcmPXnCuZ+M4OqXxZhK67gsxmQuL1PB45LJ4fsSNJmPvwStRCZnHVc8WI673LPsqEwu35e9y1r98kC5jshUVsdlMbbIyhGoUnm96rgsxrAfd1mM43B5p8lnmRjJUuWymNK6p5gwgqtfHmg6NirweBaLSRERISosLFGZvfqluHXGWo3PppVizVWfywMrY00qvxRXZb5/oTZs0ZK18qDfWrFmKk0r/6HDV5kmx5pTJkeW7zKNirWaU0w0JtasRpG3HZ7oeFgz1nIkt+/LAxsVa0HVLw9szlir3KhJRrAfYq2sqO6RAI2KtQjJVv2y97YaaxaLSRFd+qqgsFRut0cy3OVtwJdGxVrNqZNaI9ZMrnyprI4pJgIk1tKOpurWZeWjs64YcqXO6TPLT7FWWucVD/WJNUOGfvvVTTpcnKkRsaforgmPVrvsvWqsVf1erno8bJZYc2TVeeVT42Kt+mXv9fteq37Ze+DGWt39+9aLtZqXvTc81tLLf/D1VSY4TharTZGRISo4UixPke8rJgMp1mqwhtYaa7Uh1o47l25UrNWnf193rNU4HjYq1mpOMRFIsda077XGnEvXI9ZqnEu3UqzV51y6UbF23Ll0A2PNYjEr0pqrwsJi33mbNhxrx6t5Lp3fSrFWn8+mMbHW0HPpwIu1iuNhQbFZbkuVKaLrk7dqTKzV6N+3TKxFd+3v83XpJEmi33TTTeratavuu688yep2uzVx4kTdf//9mjFjRq3ljpeV5fvAejKzWs3q0CFMeXlFKivzHfT+8HnKp3r2pyclSe//crGigqL9WyG0iEBvh2gfaIcIBLTDwHLLspu0NWeLukf20Ku/+HuDr3YMJLvyduqmr66VJN0x+i79omftfWXaIQIB7RCBgHaIQEA7RCA4Wdth584Rda7j+9rGAHbWWWfpp59+kiRdfPHFWrRokdasWaPi4mI999xzCg4O1rRp0/xcSzSXjKLyX+dCrCGKtEfVsTYAAEDzOavXTEnSgYL92pa7tdHbKXAc0X93vae9R3zf46IlrUxdLkmymi06tevEOtYGAAAAIAXwjUXPPPNMpaWlye12y+PxKDm5/IYNn3/+uRISEpSSkqLi4vJL2SZNmqQFCxbo7rvvVk5OjpKSkvTKK68oKCjI1y7QhmQUlyfR48Pi2/ToLwAA0PZMTpyqF9c/r9KyUn2e8okGdxrS4G14DI/uWb1AO3K3yyTpFz1n6Moh89Q5tHOdZZuLYRj6JnWFJGlkl1EKt9c94gYAAABAACfRly5d6vP1HTuq38X6kksu0SWXXFLL2mjr0o+Wz8kWGxZfx5oAAADNK9QWqsmJU7V032dacXCZbhj2a4XaQusuWMWine9qR+52SZIhaem+z7T84Ne6oP9cXTTgUoXZwnxvoBmsOLjM26ea1G1qi+8PAAAAOFm02elc0L5UTOcSH9a1jjUBAACaX8WULiVlJVp16JsGlU0tPKg3Nr8qSerXob9m9Jops8kkp9upt7f9S1d+dqkW7/6vyuq44VFTfHNwuZ5Yu1CSFGmP1ASmcgEAAADqjSQ6Ap7D7VBuaa6k8ulcAAAAWtuQTklKjOgmSfo85ZN6l/MYHv3h56fl8rhkNVv0u9F36bZRC/TX6a9rTNxYSdIRR77+/L8/6ZqlV2pV6jcyDKNZ6778wNd67Ie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" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Training dis-equilibrium statistics:\n", - " Mean: -0.101989\n", - " Std: 2.778931\n", - " Min: -4.777622\n", - " Max: 5.862587\n", - "\n", - "Scaled dis-equilibrium statistics:\n", - " Mean: 0.000000\n", - " Std: 1.000000\n", - " Min: -1.682529\n", - " Max: 2.146356\n" - ] - } - ], - "source": [ - "if is_cointegrated:\n", - " fig, axes = plt.subplots(2, 1, figsize=(15, 10))\n", - "\n", - " # Raw dis-equilibrium\n", - " axes[0].plot(pair.training_df_['tstamp'], pair.training_df_['dis-equilibrium'],\n", - " color='blue', alpha=0.8, label='Raw Dis-equilibrium')\n", - " axes[0].axhline(y=pair.training_mu_, color='red', linestyle='--', alpha=0.7, label='Mean')\n", - " axes[0].axhline(y=pair.training_mu_ + pair.training_std_, color='orange', linestyle='--', alpha=0.5, label='+1 Std')\n", - " axes[0].axhline(y=pair.training_mu_ - pair.training_std_, color='orange', linestyle='--', alpha=0.5, label='-1 Std')\n", - " axes[0].set_title('Training Period: Raw Dis-equilibrium')\n", - " axes[0].set_ylabel('Dis-equilibrium')\n", - " axes[0].legend()\n", - " axes[0].grid(True)\n", - "\n", - " # Scaled dis-equilibrium\n", - " axes[1].plot(pair.training_df_['tstamp'], pair.training_df_['scaled_dis-equilibrium'],\n", - " color='green', alpha=0.8, label='Scaled Dis-equilibrium')\n", - " axes[1].axhline(y=0, color='red', linestyle='--', alpha=0.7, label='Mean (0)')\n", - " axes[1].axhline(y=1, color='orange', linestyle='--', alpha=0.5, label='+1 Std')\n", - " axes[1].axhline(y=-1, color='orange', linestyle='--', alpha=0.5, label='-1 Std')\n", - " axes[1].axhline(y=CONFIG['dis-equilibrium_open_trshld'], color='purple',\n", - " linestyle=':', alpha=0.7, label=f\"Open Threshold ({CONFIG['dis-equilibrium_open_trshld']})\")\n", - " axes[1].axhline(y=CONFIG['dis-equilibrium_close_trshld'], color='brown',\n", - " linestyle=':', alpha=0.7, label=f\"Close Threshold ({CONFIG['dis-equilibrium_close_trshld']})\")\n", - " axes[1].set_title('Training Period: Scaled Dis-equilibrium')\n", - " axes[1].set_ylabel('Scaled Dis-equilibrium')\n", - " axes[1].set_xlabel('Time')\n", - " axes[1].legend()\n", - " axes[1].grid(True)\n", - "\n", - " plt.tight_layout()\n", - " plt.show()\n", - "\n", - " # Print statistics\n", - " print(f\"Training dis-equilibrium statistics:\")\n", - " print(f\" Mean: {pair.training_df_['dis-equilibrium'].mean():.6f}\")\n", - " print(f\" Std: {pair.training_df_['dis-equilibrium'].std():.6f}\")\n", - " print(f\" Min: {pair.training_df_['dis-equilibrium'].min():.6f}\")\n", - " print(f\" Max: {pair.training_df_['dis-equilibrium'].max():.6f}\")\n", - "\n", - " print(f\"\\nScaled dis-equilibrium statistics:\")\n", - " print(f\" Mean: {pair.training_df_['scaled_dis-equilibrium'].mean():.6f}\")\n", - " print(f\" Std: {pair.training_df_['scaled_dis-equilibrium'].std():.6f}\")\n", - " print(f\" Min: {pair.training_df_['scaled_dis-equilibrium'].min():.6f}\")\n", - " print(f\" Max: {pair.training_df_['scaled_dis-equilibrium'].max():.6f}\")\n", - "else:\n", - " print(\"The pair is not cointegrated\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Generate Predictions and Run Strategy" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generated predictions for 264 rows\n", - "Prediction columns: ['index', 'tstamp', 'close_COIN', 'close_GBTC', 'close_COIN_pred', 'close_GBTC_pred', 'disequilibrium', 'scaled_disequilibrium']\n", - "Prediction period: 2025-05-09 15:30:00 to 2025-05-09 20:00:00\n", - "COIN & GBTC: NO CLOSE SIGNAL FOUND - Position held until end of session\n", - " Open: 2025-05-09 16:30:00 | Last: 2025-05-09 20:00:00\n", - " COIN: BUY 4.99 shares @ $200.32 -> $199.40 | Value: $995.38\n", - " GBTC: SELL 12.33 shares @ $81.11 -> $81.47 | Value: $1004.44\n", - " Total Value: $1999.82\n", - " Disequilibrium: -7.6342 | Scaled: 2.7105\n", - "\n", - "Generated 2 trading signals:\n", - " time action symbol price disequilibrium \\\n", - "0 2025-05-09 16:30:00 BUY COIN 200.325 -5.794375 \n", - "1 2025-05-09 16:30:00 SELL GBTC 81.110 -5.794375 \n", - "\n", - " scaled_disequilibrium pair \n", - "0 2.048409 COIN & GBTC \n", - "1 2.048409 COIN & GBTC \n" - ] - } - ], - "source": [ - "if is_cointegrated:\n", - " try:\n", - " # Generate predictions\n", - " pair.predict()\n", - " print(f\"Generated predictions for {len(pair.predicted_df_)} rows\")\n", - "\n", - " # Display prediction data structure\n", - " print(f\"Prediction columns: {list(pair.predicted_df_.columns)}\")\n", - " print(f\"Prediction period: {pair.predicted_df_['tstamp'].iloc[0]} to {pair.predicted_df_['tstamp'].iloc[-1]}\")\n", - "\n", - " # Run strategy\n", - " bt_result = BacktestResult(config=CONFIG)\n", - " pair_trades = STRATEGY.run_pair(config=CONFIG, pair=pair, bt_result=bt_result)\n", - "\n", - " if pair_trades is not None and len(pair_trades) > 0:\n", - " print(f\"\\nGenerated {len(pair_trades)} trading signals:\")\n", - " print(pair_trades)\n", - " else:\n", - " print(\"\\nNo trading signals generated\")\n", - "\n", - " except Exception as e:\n", - " print(f\"Prediction/Strategy failed: {str(e)}\")\n", - " pair_trades = None" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Visualize Predictions and Dis-equilibrium" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Testing dis-equilibrium statistics:\n", - " Mean: -4.776730\n", - " Std: 1.309373\n", - " Min: -7.634219\n", - " Max: -2.387674\n", - "\n", - "Testing scaled dis-equilibrium statistics:\n", - " Mean: 1.682209\n", - " Std: 0.471179\n", - " Min: 0.822505\n", - " Max: 2.710478\n", - "\n", - "Threshold crossings:\n", - " Open threshold (2.0): 78 times\n", - " Close threshold (0.5): 0 times\n" - ] - } - ], - "source": [ - "if is_cointegrated and hasattr(pair, 'predicted_df_'):\n", - " fig, axes = plt.subplots(4, 1, figsize=(16, 16))\n", - "\n", - " # Actual vs Predicted Prices\n", - " colname_a, colname_b = pair.colnames()\n", - "\n", - " axes[0].plot(pair.predicted_df_['tstamp'], pair.predicted_df_[colname_a],\n", - " label=f'{SYMBOL_A} Actual', alpha=0.8)\n", - " axes[0].plot(pair.predicted_df_['tstamp'], pair.predicted_df_[f'{colname_a}_pred'],\n", - " label=f'{SYMBOL_A} Predicted', alpha=0.8, linestyle='--')\n", - " axes[0].set_title('Actual vs Predicted Prices - Symbol A')\n", - " axes[0].set_ylabel('Price')\n", - " axes[0].legend()\n", - " axes[0].grid(True)\n", - "\n", - " axes[1].plot(pair.predicted_df_['tstamp'], pair.predicted_df_[colname_b],\n", - " label=f'{SYMBOL_B} Actual', alpha=0.8)\n", - " axes[1].plot(pair.predicted_df_['tstamp'], pair.predicted_df_[f'{colname_b}_pred'],\n", - " label=f'{SYMBOL_B} Predicted', alpha=0.8, linestyle='--')\n", - " axes[1].set_title('Actual vs Predicted Prices - Symbol B')\n", - " axes[1].set_ylabel('Price')\n", - " axes[1].legend()\n", - " axes[1].grid(True)\n", - "\n", - " # Raw dis-equilibrium\n", - " axes[2].plot(pair.predicted_df_['tstamp'], pair.predicted_df_['disequilibrium'],\n", - " color='blue', alpha=0.8, label='Dis-equilibrium')\n", - " axes[2].axhline(y=pair.training_mu_, color='red', linestyle='--', alpha=0.7, label='Training Mean')\n", - " axes[2].set_title('Testing Period: Raw Dis-equilibrium')\n", - " axes[2].set_ylabel('Dis-equilibrium')\n", - " axes[2].legend()\n", - " axes[2].grid(True)\n", - "\n", - " # Scaled dis-equilibrium with trading signals\n", - " axes[3].plot(pair.predicted_df_['tstamp'], pair.predicted_df_['scaled_disequilibrium'],\n", - " color='green', alpha=0.8, label='Scaled Dis-equilibrium')\n", - "\n", - " # Add threshold lines\n", - " axes[3].axhline(y=CONFIG['dis-equilibrium_open_trshld'], color='purple',\n", - " linestyle=':', alpha=0.7, label=f\"Open Threshold ({CONFIG['dis-equilibrium_open_trshld']})\")\n", - " axes[3].axhline(y=CONFIG['dis-equilibrium_close_trshld'], color='brown',\n", - " linestyle=':', alpha=0.7, label=f\"Close Threshold ({CONFIG['dis-equilibrium_close_trshld']})\")\n", - "\n", - " # Add trading signals if they exist\n", - " if pair_trades is not None and len(pair_trades) > 0:\n", - " for _, trade in pair_trades.iterrows():\n", - " color = 'red' if 'BUY' in trade['action'] else 'blue'\n", - " marker = '^' if 'BUY' in trade['action'] else 'v'\n", - " axes[3].scatter(trade['time'], trade['scaled_disequilibrium'],\n", - " color=color, marker=marker, s=100, alpha=0.8,\n", - " label=f\"{trade['action']} {trade['symbol']}\" if _ < 2 else \"\")\n", - "\n", - " axes[3].set_title('Testing Period: Scaled Dis-equilibrium with Trading Signals')\n", - " axes[3].set_ylabel('Scaled Dis-equilibrium')\n", - " axes[3].set_xlabel('Time')\n", - " axes[3].legend()\n", - " axes[3].grid(True)\n", - "\n", - " plt.tight_layout()\n", - " plt.show()\n", - "\n", - " # Print prediction statistics\n", - " print(f\"\\nTesting dis-equilibrium statistics:\")\n", - " print(f\" Mean: {pair.predicted_df_['disequilibrium'].mean():.6f}\")\n", - " print(f\" Std: {pair.predicted_df_['disequilibrium'].std():.6f}\")\n", - " print(f\" Min: {pair.predicted_df_['disequilibrium'].min():.6f}\")\n", - " print(f\" Max: {pair.predicted_df_['disequilibrium'].max():.6f}\")\n", - "\n", - " print(f\"\\nTesting scaled dis-equilibrium statistics:\")\n", - " print(f\" Mean: {pair.predicted_df_['scaled_disequilibrium'].mean():.6f}\")\n", - " print(f\" Std: {pair.predicted_df_['scaled_disequilibrium'].std():.6f}\")\n", - " print(f\" Min: {pair.predicted_df_['scaled_disequilibrium'].min():.6f}\")\n", - " print(f\" Max: {pair.predicted_df_['scaled_disequilibrium'].max():.6f}\")\n", - "\n", - " # Count threshold crossings\n", - " open_crossings = (pair.predicted_df_['scaled_disequilibrium'] >= CONFIG['dis-equilibrium_open_trshld']).sum()\n", - " close_crossings = (pair.predicted_df_['scaled_disequilibrium'] <= CONFIG['dis-equilibrium_close_trshld']).sum()\n", - " print(f\"\\nThreshold crossings:\")\n", - " print(f\" Open threshold ({CONFIG['dis-equilibrium_open_trshld']}): {open_crossings} times\")\n", - " print(f\" Close threshold ({CONFIG['dis-equilibrium_close_trshld']}): {close_crossings} times\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Summary and Analysis" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "============================================================\n", - "PAIRS TRADING ANALYSIS SUMMARY\n", - "============================================================\n", - "\n", - "Pair: COIN & GBTC\n", - "Strategy: StaticFitStrategy\n", - "Data file: 20250509.alpaca_sim_md.db\n", - "Training period: 120 minutes\n", - "\n", - "Cointegration Status: ✓ COINTEGRATED\n", - "\n", - "VECM Model:\n", - " Beta coefficients: [ 1. -2.54123259]\n", - " Training mean: -0.101989\n", - " Training std: 2.778931\n", - "\n", - "Trading Signals: 2 generated\n", - " Unique trade times: 1\n", - "\n", - " Trade at 2025-05-09 16:30:00:\n", - " BUY COIN @ $200.32 (dis-eq: 2.05)\n", - " SELL GBTC @ $81.11 (dis-eq: 2.05)\n", - "\n", - "============================================================\n" - ] - } - ], - "source": [ - "print(\"=\" * 60)\n", - "print(\"PAIRS TRADING ANALYSIS SUMMARY\")\n", - "print(\"=\" * 60)\n", - "\n", - "print(f\"\\nPair: {SYMBOL_A} & {SYMBOL_B}\")\n", - "print(f\"Strategy: {type(STRATEGY).__name__}\")\n", - "print(f\"Data file: {DATA_FILE}\")\n", - "print(f\"Training period: {training_minutes} minutes\")\n", - "\n", - "print(f\"\\nCointegration Status: {'✓ COINTEGRATED' if is_cointegrated else '✗ NOT COINTEGRATED'}\")\n", - "\n", - "if is_cointegrated:\n", - " print(f\"\\nVECM Model:\")\n", - " print(f\" Beta coefficients: {pair.vecm_fit_.beta.flatten()}\")\n", - " print(f\" Training mean: {pair.training_mu_:.6f}\")\n", - " print(f\" Training std: {pair.training_std_:.6f}\")\n", - "\n", - " if pair_trades is not None and len(pair_trades) > 0:\n", - " print(f\"\\nTrading Signals: {len(pair_trades)} generated\")\n", - " unique_times = pair_trades['time'].unique()\n", - " print(f\" Unique trade times: {len(unique_times)}\")\n", - "\n", - " # Group by time to see paired trades\n", - " for trade_time in unique_times:\n", - " trades_at_time = pair_trades[pair_trades['time'] == trade_time]\n", - " print(f\"\\n Trade at {trade_time}:\")\n", - " for _, trade in trades_at_time.iterrows():\n", - " print(f\" {trade['action']} {trade['symbol']} @ ${trade['price']:.2f} (dis-eq: {trade['scaled_disequilibrium']:.2f})\")\n", - " else:\n", - " print(f\"\\nTrading Signals: None generated\")\n", - " print(\" Possible reasons:\")\n", - " print(\" - Dis-equilibrium never exceeded open threshold\")\n", - " print(\" - Insufficient testing data\")\n", - " print(\" - Strategy-specific conditions not met\")\n", - "\n", - "else:\n", - " print(\"\\nCannot proceed with trading strategy - pair is not cointegrated\")\n", - " print(\"Consider:\")\n", - " print(\" - Trying different symbol pairs\")\n", - " print(\" - Adjusting training period length\")\n", - " print(\" - Using different data timeframe\")\n", - "\n", - "print(\"\\n\" + \"=\" * 60)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Interactive Analysis (Optional)\n", - "\n", - "You can modify the parameters below and re-run the analysis:" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Current parameters:\n", - " Open threshold: 2.0\n", - " Close threshold: 0.5\n", - " Training minutes: 120\n", - "\n", - "To re-run with different parameters:\n", - "1. Modify the parameters above\n", - "2. Re-run from the 'Split Data into Training and Testing' cell\n", - "3. Or try different symbol pairs by changing SYMBOL_A and SYMBOL_B\n" - ] - } - ], - "source": [ - "# Interactive parameter adjustment\n", - "print(\"Current parameters:\")\n", - "print(f\" Open threshold: {CONFIG['dis-equilibrium_open_trshld']}\")\n", - "print(f\" Close threshold: {CONFIG['dis-equilibrium_close_trshld']}\")\n", - "print(f\" Training minutes: {CONFIG['training_minutes']}\")\n", - "\n", - "# Uncomment and modify these to experiment:\n", - "# CONFIG['dis-equilibrium_open_trshld'] = 1.5\n", - "# CONFIG['dis-equilibrium_close_trshld'] = 0.3\n", - "# CONFIG['training_minutes'] = 180\n", - "\n", - "print(\"\\nTo re-run with different parameters:\")\n", - "print(\"1. Modify the parameters above\")\n", - "print(\"2. Re-run from the 'Split Data into Training and Testing' cell\")\n", - "print(\"3. Or try different symbol pairs by changing SYMBOL_A and SYMBOL_B\")" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "python3.12-venv", - "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": "3.12.4" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} diff --git a/src/notebooks/pt_sliding.ipynb b/src/notebooks/pt_sliding.ipynb new file mode 100644 index 0000000..f55c707 --- /dev/null +++ b/src/notebooks/pt_sliding.ipynb @@ -0,0 +1,1039 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Sliding Fit Strategy Visualization Notebook\n", + "\n", + "This notebook is specifically designed for the SlidingFitStrategy, which uses a sliding window approach.\n", + "It re-trains the model every minute and shows how cointegration, model parameters, and trading signals evolve over time.\n", + "You can visualize the dynamic nature of the sliding window and how the relationship between instruments changes." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 🎯 Key Features:\n", + "\n", + "1. **Interactive Configuration**: \n", + " - Easy switching between CRYPTO and EQUITY configurations\n", + " - Simple parameter adjustment for thresholds and training periods\n", + "\n", + "2. **Single Pair Focus**: \n", + " - Instead of running multiple pairs, focuses on one pair at a time\n", + " - Allows deep analysis of the relationship between two instruments\n", + "\n", + "3. **Step-by-Step Visualization**:\n", + " - **Raw price data**: Individual prices, normalized comparison, and price ratios\n", + " - **Training analysis**: Cointegration testing and VECM model fitting\n", + " - **Dis-equilibrium visualization**: Both raw and scaled dis-equilibrium with threshold lines\n", + " - **Strategy execution**: Trading signal generation and visualization\n", + " - **Prediction analysis**: Actual vs predicted prices with trading signals overlaid\n", + "\n", + "4. **Rich Analytics**:\n", + " - Cointegration status and VECM model details\n", + " - Statistical summaries for all stages\n", + " - Threshold crossing analysis\n", + " - Trading signal breakdown\n", + "\n", + "5. **Interactive Experimentation**:\n", + " - Easy parameter modification\n", + " - Re-run capabilities for different configurations\n", + " - Support for both StaticFitStrategy and SlidingFitStrategy\n", + "\n", + "### 🚀 How to Use:\n", + "\n", + "1. **Start Jupyter**:\n", + " ```bash\n", + " cd src/notebooks\n", + " jupyter notebook pairs_trading_visualization.ipynb\n", + " ```\n", + "\n", + "2. **Customize Your Analysis**:\n", + " - Change `SYMBOL_A` and `SYMBOL_B` to your desired trading pair\n", + " - Switch between `CRYPTO_CONFIG` and `EQT_CONFIG`\n", + " - Choose your strategy (StaticFitStrategy or SlidingFitStrategy)\n", + " - Adjust thresholds and parameters as needed\n", + "\n", + "3. **Run and Visualize**:\n", + " - Execute cells step by step to see the analysis unfold\n", + " - Rich matplotlib visualizations show relationships and signals\n", + " - Comprehensive summary at the end\n", + "\n", + "The notebook provides exactly what you requested - a way to visualize the relationship between two instruments and their scaled dis-equilibrium, with all the stages of your pairs trading strategy clearly displayed and analyzed.\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Setup and Imports" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Setup complete!\n" + ] + } + ], + "source": [ + "import sys\n", + "import os\n", + "sys.path.append('..')\n", + "\n", + "import pandas as pd\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "from typing import Dict, List, Optional\n", + "from IPython.display import clear_output\n", + "\n", + "# Import our modules\n", + "from strategies import SlidingFitStrategy, PairState\n", + "from tools.data_loader import load_market_data\n", + "from tools.trading_pair import TradingPair\n", + "from results import BacktestResult\n", + "\n", + "# Set plotting style\n", + "plt.style.use('seaborn-v0_8')\n", + "sns.set_palette(\"husl\")\n", + "plt.rcParams['figure.figsize'] = (15, 10)\n", + "\n", + "print(\"Setup complete!\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Configuration" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Using EQUITY configuration\n", + "Available instruments: ['COIN', 'GBTC']\n", + "Training window: 120 minutes\n", + "Open threshold: 2.0\n", + "Close threshold: 1.0\n" + ] + } + ], + "source": [ + "# Configuration optimized for SlidingFitStrategy\n", + "\n", + "CRYPTO_CONFIG = {\n", + " \"security_type\": \"CRYPTO\",\n", + " \"data_directory\": \"../data/crypto\",\n", + " \"datafiles\": [\n", + " \"20250519.mktdata.ohlcv.db\",\n", + " ],\n", + " \"db_table_name\": \"bnbspot_ohlcv_1min\",\n", + " \"exchange_id\": \"BNBSPOT\",\n", + " \"instrument_id_pfx\": \"PAIR-\",\n", + " \"instruments\": [\n", + " \"BTC-USDT\",\n", + " \"BCH-USDT\",\n", + " \"ETH-USDT\",\n", + " \"LTC-USDT\",\n", + " \"XRP-USDT\",\n", + " \"ADA-USDT\",\n", + " \"SOL-USDT\",\n", + " \"DOT-USDT\",\n", + " ],\n", + " \"trading_hours\": {\n", + " \"begin_session\": \"00:00:00\",\n", + " \"end_session\": \"23:59:00\",\n", + " \"timezone\": \"UTC\",\n", + " },\n", + " \"price_column\": \"close\",\n", + " \"min_required_points\": 30,\n", + " \"zero_threshold\": 1e-10,\n", + " \"dis-equilibrium_open_trshld\": 2.0,\n", + " \"dis-equilibrium_close_trshld\": 1.0,\n", + " \"training_minutes\": 120,\n", + " \"funding_per_pair\": 2000.0,\n", + "}\n", + "\n", + "EQT_CONFIG = {\n", + " \"security_type\": \"EQUITY\",\n", + " \"data_directory\": \"../../data/equity\",\n", + " \"datafiles\": [\n", + " \"20250509.alpaca_sim_md.db\",\n", + " ],\n", + " \"db_table_name\": \"md_1min_bars\",\n", + " \"exchange_id\": \"ALPACA\",\n", + " \"instrument_id_pfx\": \"STOCK-\",\n", + " \"instruments\": [\n", + " \"COIN\",\n", + " \"GBTC\",\n", + " ],\n", + " \"trading_hours\": {\n", + " \"begin_session\": \"9:30:00\",\n", + " \"end_session\": \"16:00:00\",\n", + " \"timezone\": \"America/New_York\",\n", + " },\n", + " \"price_column\": \"close\",\n", + " \"min_required_points\": 30,\n", + " \"zero_threshold\": 1e-10,\n", + " \"dis-equilibrium_open_trshld\": 2.0,\n", + " \"dis-equilibrium_close_trshld\": 1.0,\n", + " \"training_minutes\": 120,\n", + " \"funding_per_pair\": 2000.0,\n", + "}\n", + "\n", + "# Choose your configuration\n", + "CONFIG = EQT_CONFIG # Change to CRYPTO_CONFIG if you want to use crypto data\n", + "\n", + "print(f\"Using {CONFIG['security_type']} configuration\")\n", + "print(f\"Available instruments: {CONFIG['instruments']}\")\n", + "print(f\"Training window: {CONFIG['training_minutes']} minutes\")\n", + "print(f\"Open threshold: {CONFIG['dis-equilibrium_open_trshld']}\")\n", + "print(f\"Close threshold: {CONFIG['dis-equilibrium_close_trshld']}\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Select Trading Pair and Initialize Strategy" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Selected pair: COIN & GBTC\n", + "Data file: 20250509.alpaca_sim_md.db\n", + "Strategy: SlidingFitStrategy\n", + "\n", + "Strategy characteristics:\n", + " - Sliding window training every minute\n", + " - Dynamic cointegration testing\n", + " - State-based position management\n", + " - Continuous model re-training\n" + ] + } + ], + "source": [ + "# Select your trading pair and strategy\n", + "SYMBOL_A = \"COIN\" # Change these to your desired symbols\n", + "SYMBOL_B = \"GBTC\"\n", + "DATA_FILE = CONFIG[\"datafiles\"][0]\n", + "\n", + "# Initialize SlidingFitStrategy\n", + "STRATEGY = SlidingFitStrategy()\n", + "\n", + "print(f\"Selected pair: {SYMBOL_A} & {SYMBOL_B}\")\n", + "print(f\"Data file: {DATA_FILE}\")\n", + "print(f\"Strategy: {type(STRATEGY).__name__}\")\n", + "print(f\"\\nStrategy characteristics:\")\n", + "print(f\" - Sliding window training every minute\")\n", + "print(f\" - Dynamic cointegration testing\")\n", + "print(f\" - State-based position management\")\n", + "print(f\" - Continuous model re-training\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Load and Prepare Market Data" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Loading data from: ../../data/equity/20250509.alpaca_sim_md.db\n", + "Loaded 775 rows of market data\n", + "Symbols in data: ['COIN' 'GBTC']\n", + "Time range: 2025-05-09 13:30:00 to 2025-05-09 20:00:00\n", + "\n", + "Created trading pair: COIN & GBTC\n", + "Market data shape: (391, 3)\n", + "Column names: ['close_COIN', 'close_GBTC']\n", + "\n", + "Sliding window analysis:\n", + " Training window size: 120 minutes\n", + " Maximum iterations: 271\n", + " Total analysis time: ~271 minutes\n", + "\n", + "Sample data:\n" + ] + }, + { + "data": { + "text/html": [ + "
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42025-05-09 13:34:00204.376381.400
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" + ], + "text/plain": [ + " tstamp close_COIN close_GBTC\n", + "0 2025-05-09 13:30:00 202.9850 81.340\n", + "1 2025-05-09 13:31:00 203.1600 81.195\n", + "2 2025-05-09 13:32:00 202.1700 81.300\n", + "3 2025-05-09 13:33:00 201.8500 81.310\n", + "4 2025-05-09 13:34:00 204.3763 81.400" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Load market data\n", + "datafile_path = f\"{CONFIG['data_directory']}/{DATA_FILE}\"\n", + "print(f\"Loading data from: {datafile_path}\")\n", + "\n", + "market_data_df = load_market_data(datafile_path, config=CONFIG)\n", + "\n", + "print(f\"Loaded {len(market_data_df)} rows of market data\")\n", + "print(f\"Symbols in data: {market_data_df['symbol'].unique()}\")\n", + "print(f\"Time range: {market_data_df['tstamp'].min()} to {market_data_df['tstamp'].max()}\")\n", + "\n", + "# Create trading pair\n", + "pair = TradingPair(\n", + " market_data=market_data_df,\n", + " symbol_a=SYMBOL_A,\n", + " symbol_b=SYMBOL_B,\n", + " price_column=CONFIG[\"price_column\"]\n", + ")\n", + "\n", + "print(f\"\\nCreated trading pair: {pair}\")\n", + "print(f\"Market data shape: {pair.market_data_.shape}\")\n", + "print(f\"Column names: {pair.colnames()}\")\n", + "\n", + "# Calculate maximum possible iterations for sliding window\n", + "training_minutes = CONFIG[\"training_minutes\"]\n", + "max_iterations = len(pair.market_data_) - training_minutes\n", + "print(f\"\\nSliding window analysis:\")\n", + "print(f\" Training window size: {training_minutes} minutes\")\n", + "print(f\" Maximum iterations: {max_iterations}\")\n", + "print(f\" Total analysis time: ~{max_iterations} minutes\")\n", + "\n", + "# Display sample data\n", + "print(f\"\\nSample data:\")\n", + "display(pair.market_data_.head())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Run SlidingFitStrategy with Real-Time Visualization" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Running SlidingFitStrategy on COIN & GBTC...\n", + "This will process 271 minutes of data with sliding training windows.\n", + "\n", + "Processing first 200 iterations for demonstration...\n", + "\n", + "Processing iteration 0/200...\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Processing iteration 20/200...\n", + "Processing iteration 40/200...\n", + "Processing iteration 60/200...\n", + "Iteration 60: Not enough training data. Stopping.\n", + "\n", + "Completed 60 iterations\n", + "Cointegration rate: 73.3%\n" + ] + } + ], + "source": [ + "# Run the sliding strategy with detailed tracking\n", + "print(f\"Running SlidingFitStrategy on {pair}...\")\n", + "print(f\"This will process {max_iterations} minutes of data with sliding training windows.\\n\")\n", + "\n", + "# Initialize tracking variables\n", + "iteration_data = []\n", + "cointegration_history = []\n", + "beta_history = []\n", + "alpha_history = []\n", + "state_history = []\n", + "disequilibrium_history = []\n", + "scaled_disequilibrium_history = []\n", + "timestamp_history = []\n", + "training_mu_history = []\n", + "training_std_history = []\n", + "\n", + "# Initialize the strategy state\n", + "pair.user_data_['state'] = PairState.INITIAL\n", + "pair.user_data_[\"trades\"] = pd.DataFrame(columns=STRATEGY.TRADES_COLUMNS)\n", + "pair.user_data_[\"is_cointegrated\"] = False\n", + "\n", + "bt_result = BacktestResult(config=CONFIG)\n", + "training_minutes = CONFIG[\"training_minutes\"]\n", + "open_threshold = CONFIG[\"dis-equilibrium_open_trshld\"]\n", + "close_threshold = CONFIG[\"dis-equilibrium_close_trshld\"]\n", + "\n", + "# Limit iterations for demonstration (change this to max_iterations for full run)\n", + "max_demo_iterations = min(200, max_iterations) # Process first 200 minutes\n", + "print(f\"Processing first {max_demo_iterations} iterations for demonstration...\\n\")\n", + "\n", + "for curr_training_start_idx in range(max_demo_iterations):\n", + " if curr_training_start_idx % 20 == 0:\n", + " print(f\"Processing iteration {curr_training_start_idx}/{max_demo_iterations}...\")\n", + "\n", + " # Get datasets for this iteration\n", + " pair.get_datasets(\n", + " training_minutes=training_minutes,\n", + " training_start_index=curr_training_start_idx,\n", + " testing_size=1\n", + " )\n", + "\n", + " if len(pair.training_df_) < training_minutes:\n", + " print(f\"Iteration {curr_training_start_idx}: Not enough training data. Stopping.\")\n", + " break\n", + "\n", + " # Record timestamp for this iteration\n", + " current_timestamp = pair.testing_df_['tstamp'].iloc[0] if len(pair.testing_df_) > 0 else None\n", + " timestamp_history.append(current_timestamp)\n", + "\n", + " # Train and test cointegration\n", + " try:\n", + " is_cointegrated = pair.train_pair()\n", + " cointegration_history.append(is_cointegrated)\n", + "\n", + " if is_cointegrated:\n", + " # Record model parameters\n", + " beta_history.append(pair.vecm_fit_.beta.flatten())\n", + " alpha_history.append(pair.vecm_fit_.alpha.flatten())\n", + " training_mu_history.append(pair.training_mu_)\n", + " training_std_history.append(pair.training_std_)\n", + "\n", + " # Generate prediction for current minute\n", + " pair.predict()\n", + "\n", + " if len(pair.predicted_df_) > 0:\n", + " current_disequilibrium = pair.predicted_df_['disequilibrium'].iloc[0]\n", + " current_scaled_disequilibrium = pair.predicted_df_['scaled_disequilibrium'].iloc[0]\n", + " disequilibrium_history.append(current_disequilibrium)\n", + " scaled_disequilibrium_history.append(current_scaled_disequilibrium)\n", + " else:\n", + " disequilibrium_history.append(np.nan)\n", + " scaled_disequilibrium_history.append(np.nan)\n", + " else:\n", + " # No cointegration\n", + " beta_history.append(None)\n", + " alpha_history.append(None)\n", + " training_mu_history.append(np.nan)\n", + " training_std_history.append(np.nan)\n", + " disequilibrium_history.append(np.nan)\n", + " scaled_disequilibrium_history.append(np.nan)\n", + "\n", + " except Exception as e:\n", + " print(f\"Iteration {curr_training_start_idx}: Training failed: {str(e)}\")\n", + " cointegration_history.append(False)\n", + " beta_history.append(None)\n", + " alpha_history.append(None)\n", + " training_mu_history.append(np.nan)\n", + " training_std_history.append(np.nan)\n", + " disequilibrium_history.append(np.nan)\n", + " scaled_disequilibrium_history.append(np.nan)\n", + "\n", + " # Record current state\n", + " current_state = pair.user_data_.get('state', PairState.INITIAL)\n", + " state_history.append(current_state)\n", + "\n", + "print(f\"\\nCompleted {len(cointegration_history)} iterations\")\n", + "print(f\"Cointegration rate: {sum(cointegration_history)/len(cointegration_history)*100:.1f}%\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Visualize Sliding Window Results" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "================================================================================\n", + "SLIDING WINDOW ANALYSIS SUMMARY\n", + "================================================================================\n", + "Total iterations processed: 59\n", + "Cointegration episodes: 44\n", + "Cointegration rate: 74.6%\n", + "Beta coefficient stability: Std = [3.34744837e-17 1.26650584e-02]\n", + "Open threshold breaches: 4 (9.1%)\n" + ] + } + ], + "source": [ + "# Create comprehensive visualization of sliding window results\n", + "fig, axes = plt.subplots(6, 1, figsize=(18, 24))\n", + "\n", + "# Filter valid timestamps\n", + "valid_timestamps = [ts for ts in timestamp_history if ts is not None]\n", + "n_points = len(valid_timestamps)\n", + "\n", + "if n_points == 0:\n", + " print(\"No valid data points to visualize\")\n", + "else:\n", + " # 1. Cointegration Status Over Time\n", + " cointegration_values = [1 if coint else 0 for coint in cointegration_history[:n_points]]\n", + " axes[0].plot(valid_timestamps, cointegration_values, 'o-', alpha=0.7, markersize=3)\n", + " axes[0].fill_between(valid_timestamps, cointegration_values, alpha=0.3)\n", + " axes[0].set_title('Cointegration Status Over Time (1=Cointegrated, 0=Not Cointegrated)')\n", + " axes[0].set_ylabel('Cointegrated')\n", + " axes[0].set_ylim(-0.1, 1.1)\n", + " axes[0].grid(True)\n", + "\n", + " # 2. Beta Coefficients Evolution\n", + " valid_betas = []\n", + " beta_timestamps = []\n", + " for i, beta in enumerate(beta_history[:n_points]):\n", + " if beta is not None and i < len(valid_timestamps):\n", + " valid_betas.append(beta)\n", + " beta_timestamps.append(valid_timestamps[i])\n", + "\n", + " if valid_betas:\n", + " beta_array = np.array(valid_betas)\n", + " axes[1].plot(beta_timestamps, beta_array[:, 1], 'o-', alpha=0.7, markersize=2,\n", + " label='Beta[1]', color='red')\n", + " axes[1].set_title('VECM Beta[1] Coefficient Evolution (Beta[0] = 1.0 by normalization)')\n", + " axes[1].set_ylabel('Beta[1] Value')\n", + " axes[1].legend()\n", + " axes[1].grid(True)\n", + "\n", + " # 3. Training Mean and Std Evolution\n", + " valid_mu = [mu for mu in training_mu_history[:n_points] if not np.isnan(mu)]\n", + " valid_std = [std for std in training_std_history[:n_points] if not np.isnan(std)]\n", + " mu_timestamps = [valid_timestamps[i] for i, mu in enumerate(training_mu_history[:n_points]) if not np.isnan(mu)]\n", + "\n", + " if valid_mu:\n", + " axes[2].plot(mu_timestamps, valid_mu, 'b-', alpha=0.7, label='Training Mean', linewidth=1)\n", + " ax2_twin = axes[2].twinx()\n", + " ax2_twin.plot(mu_timestamps, valid_std, 'r-', alpha=0.7, label='Training Std', linewidth=1)\n", + " axes[2].set_title('Training Dis-equilibrium Statistics Evolution')\n", + " axes[2].set_ylabel('Mean', color='b')\n", + " ax2_twin.set_ylabel('Std', color='r')\n", + " axes[2].grid(True)\n", + " axes[2].legend(loc='upper left')\n", + " ax2_twin.legend(loc='upper right')\n", + "\n", + " # 4. Raw Dis-equilibrium Over Time\n", + " valid_diseq = [diseq for diseq in disequilibrium_history[:n_points] if not np.isnan(diseq)]\n", + " diseq_timestamps = [valid_timestamps[i] for i, diseq in enumerate(disequilibrium_history[:n_points]) if not np.isnan(diseq)]\n", + "\n", + " if valid_diseq:\n", + " axes[3].plot(diseq_timestamps, valid_diseq, 'g-', alpha=0.7, linewidth=1)\n", + " # Add rolling mean\n", + " if len(valid_diseq) > 10:\n", + " rolling_mean = pd.Series(valid_diseq).rolling(window=10, min_periods=1).mean()\n", + " axes[3].plot(diseq_timestamps, rolling_mean, 'r-', alpha=0.8, linewidth=2, label='10-period MA')\n", + " axes[3].legend()\n", + " axes[3].set_title('Raw Dis-equilibrium Over Time')\n", + " axes[3].set_ylabel('Dis-equilibrium')\n", + " axes[3].grid(True)\n", + "\n", + " # 5. Scaled Dis-equilibrium with Thresholds\n", + " valid_scaled_diseq = [diseq for diseq in scaled_disequilibrium_history[:n_points] if not np.isnan(diseq)]\n", + " scaled_diseq_timestamps = [valid_timestamps[i] for i, diseq in enumerate(scaled_disequilibrium_history[:n_points]) if not np.isnan(diseq)]\n", + "\n", + " if valid_scaled_diseq:\n", + " axes[4].plot(scaled_diseq_timestamps, valid_scaled_diseq, 'purple', alpha=0.7, linewidth=1)\n", + " axes[4].axhline(y=open_threshold, color='red', linestyle='--', alpha=0.8,\n", + " label=f'Open Threshold ({open_threshold})')\n", + " axes[4].axhline(y=close_threshold, color='blue', linestyle='--', alpha=0.8,\n", + " label=f'Close Threshold ({close_threshold})')\n", + " axes[4].axhline(y=0, color='black', linestyle='-', alpha=0.5, linewidth=0.5)\n", + " axes[4].set_title('Scaled Dis-equilibrium with Trading Thresholds')\n", + " axes[4].set_ylabel('Scaled Dis-equilibrium')\n", + " axes[4].legend()\n", + " axes[4].grid(True)\n", + "\n", + " # 6. Price Data with Training Windows\n", + " # Show original price data with indication of training windows\n", + " colname_a, colname_b = pair.colnames()\n", + " price_data = pair.market_data_[:n_points + training_minutes].copy()\n", + "\n", + " axes[5].plot(price_data['tstamp'], price_data[colname_a], alpha=0.7, label=f'{SYMBOL_A}', linewidth=1)\n", + " axes[5].plot(price_data['tstamp'], price_data[colname_b], alpha=0.7, label=f'{SYMBOL_B}', linewidth=1)\n", + "\n", + " # Highlight training windows\n", + " for i in range(0, min(n_points, 10), max(1, n_points//20)): # Show every 20th window\n", + " start_idx = i\n", + " end_idx = i + training_minutes\n", + " if end_idx < len(price_data):\n", + " window_data = price_data.iloc[start_idx:end_idx]\n", + " axes[5].axvspan(window_data['tstamp'].iloc[0], window_data['tstamp'].iloc[-1],\n", + " alpha=0.1, color='gray')\n", + "\n", + " axes[5].set_title(f'Price Data with Training Windows (Gray bands show some training windows)')\n", + " axes[5].set_ylabel('Price')\n", + " axes[5].set_xlabel('Time')\n", + " axes[5].legend()\n", + " axes[5].grid(True)\n", + "\n", + "plt.tight_layout()\n", + "plt.show()\n", + "\n", + "# Print summary statistics\n", + "print(f\"\\n\" + \"=\"*80)\n", + "print(f\"SLIDING WINDOW ANALYSIS SUMMARY\")\n", + "print(f\"=\"*80)\n", + "print(f\"Total iterations processed: {n_points}\")\n", + "print(f\"Cointegration episodes: {sum(cointegration_history[:n_points])}\")\n", + "print(f\"Cointegration rate: {sum(cointegration_history[:n_points])/n_points*100:.1f}%\")\n", + "if valid_betas:\n", + " print(f\"Beta coefficient stability: Std = {np.std(beta_array, axis=0)}\")\n", + "if valid_scaled_diseq:\n", + " threshold_breaches = sum(1 for x in valid_scaled_diseq if abs(x) > open_threshold)\n", + " print(f\"Open threshold breaches: {threshold_breaches} ({threshold_breaches/len(valid_scaled_diseq)*100:.1f}%)\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Analyze Training Window Evolution" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "TRAINING WINDOW EVOLUTION ANALYSIS\n", + "==================================================\n", + "\n", + "Cointegration Change Points:\n", + " Iteration 14: LOST cointegration at 2025-05-09 15:44:00\n", + " Iteration 16: GAINED cointegration at 2025-05-09 15:46:00\n", + " Iteration 19: LOST cointegration at 2025-05-09 15:49:00\n", + " Iteration 23: GAINED cointegration at 2025-05-09 15:53:00\n", + " Iteration 48: LOST cointegration at 2025-05-09 16:18:00\n", + " Iteration 50: GAINED cointegration at 2025-05-09 16:20:00\n", + " Iteration 52: LOST cointegration at 2025-05-09 16:22:00\n", + "\n", + "Beta Coefficient Analysis:\n", + " Number of valid beta estimates: 44\n", + " Beta statistics:\n", + " Beta_0: Mean=1.0000, Std=0.0000\n", + " Beta_1: Mean=-2.5164, Std=0.0128\n", + " Significant beta changes (>10.0%): 0\n", + "\n", + "Dis-equilibrium Analysis:\n", + " Mean: 1.2199\n", + " Std: 0.5103\n", + " Min: 0.4989\n", + " Max: 2.1265\n", + " Open threshold breaches: 4 (9.1%)\n", + " Close opportunities: 21 (47.7%)\n", + " Zero crossings (mean reversion events): 0\n" + ] + } + ], + "source": [ + "# Detailed analysis of how training windows evolve\n", + "print(\"TRAINING WINDOW EVOLUTION ANALYSIS\")\n", + "print(\"=\"*50)\n", + "\n", + "# Analyze cointegration stability\n", + "if len(cointegration_history) > 1:\n", + " # Find cointegration change points\n", + " change_points = []\n", + " for i in range(1, len(cointegration_history)):\n", + " if cointegration_history[i] != cointegration_history[i-1]:\n", + " change_points.append((i, cointegration_history[i], valid_timestamps[i] if i < len(valid_timestamps) else None))\n", + "\n", + " print(f\"\\nCointegration Change Points:\")\n", + " if change_points:\n", + " for idx, status, timestamp in change_points[:10]: # Show first 10\n", + " status_str = \"GAINED\" if status else \"LOST\"\n", + " print(f\" Iteration {idx}: {status_str} cointegration at {timestamp}\")\n", + " if len(change_points) > 10:\n", + " print(f\" ... and {len(change_points)-10} more changes\")\n", + " else:\n", + " print(f\" No cointegration changes detected\")\n", + "\n", + "# Analyze beta stability when cointegrated\n", + "if valid_betas and len(valid_betas) > 10:\n", + " beta_df = pd.DataFrame(valid_betas, columns=[f'Beta_{i}' for i in range(len(valid_betas[0]))])\n", + " beta_df['timestamp'] = beta_timestamps\n", + "\n", + " print(f\"\\nBeta Coefficient Analysis:\")\n", + " print(f\" Number of valid beta estimates: {len(valid_betas)}\")\n", + " print(f\" Beta statistics:\")\n", + " for col in beta_df.columns[:-1]: # Exclude timestamp\n", + " print(f\" {col}: Mean={beta_df[col].mean():.4f}, Std={beta_df[col].std():.4f}\")\n", + "\n", + " # Check for beta regime changes\n", + " beta_changes = []\n", + " threshold = 0.1 # 10% change threshold\n", + " for i in range(1, len(valid_betas)):\n", + " if np.any(np.abs(np.array(valid_betas[i]) - np.array(valid_betas[i-1])) > threshold):\n", + " beta_changes.append(i)\n", + "\n", + " print(f\" Significant beta changes (>{threshold*100}%): {len(beta_changes)}\")\n", + " if beta_changes:\n", + " print(f\" Change frequency: {len(beta_changes)/len(valid_betas)*100:.1f}% of cointegrated periods\")\n", + "\n", + "# Analyze dis-equilibrium characteristics\n", + "if valid_scaled_diseq:\n", + " scaled_diseq_series = pd.Series(valid_scaled_diseq)\n", + "\n", + " print(f\"\\nDis-equilibrium Analysis:\")\n", + " print(f\" Mean: {scaled_diseq_series.mean():.4f}\")\n", + " print(f\" Std: {scaled_diseq_series.std():.4f}\")\n", + " print(f\" Min: {scaled_diseq_series.min():.4f}\")\n", + " print(f\" Max: {scaled_diseq_series.max():.4f}\")\n", + "\n", + " # Threshold analysis\n", + " open_breaches = sum(1 for x in valid_scaled_diseq if abs(x) >= open_threshold)\n", + " close_opportunities = sum(1 for x in valid_scaled_diseq if abs(x) <= close_threshold)\n", + "\n", + " print(f\" Open threshold breaches: {open_breaches} ({open_breaches/len(valid_scaled_diseq)*100:.1f}%)\")\n", + " print(f\" Close opportunities: {close_opportunities} ({close_opportunities/len(valid_scaled_diseq)*100:.1f}%)\")\n", + "\n", + " # Mean reversion analysis\n", + " zero_crossings = 0\n", + " for i in range(1, len(valid_scaled_diseq)):\n", + " if (valid_scaled_diseq[i-1] * valid_scaled_diseq[i]) < 0: # Sign change\n", + " zero_crossings += 1\n", + "\n", + " print(f\" Zero crossings (mean reversion events): {zero_crossings}\")\n", + " if zero_crossings > 0:\n", + " print(f\" Average time between mean reversions: {len(valid_scaled_diseq)/zero_crossings:.1f} minutes\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Run Complete Strategy (Optional)" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Complete strategy execution is disabled.\n", + "Set RUN_COMPLETE_STRATEGY = True to run the full strategy.\n", + "Note: This may take several minutes depending on your data size.\n" + ] + } + ], + "source": [ + "# Optional: Run the complete strategy to generate actual trades\n", + "# Warning: This may take several minutes depending on data size\n", + "\n", + "RUN_COMPLETE_STRATEGY = False # Set to True to run full strategy\n", + "\n", + "if RUN_COMPLETE_STRATEGY:\n", + " print(\"Running complete SlidingFitStrategy...\")\n", + " print(\"This may take several minutes...\")\n", + "\n", + " # Reset strategy state\n", + " STRATEGY.curr_training_start_idx_ = 0\n", + "\n", + " # Create new pair and result objects\n", + " pair_full = TradingPair(\n", + " market_data=market_data_df,\n", + " symbol_a=SYMBOL_A,\n", + " symbol_b=SYMBOL_B,\n", + " price_column=CONFIG[\"price_column\"]\n", + " )\n", + "\n", + " bt_result_full = BacktestResult(config=CONFIG)\n", + "\n", + " # Run strategy\n", + " pair_trades = STRATEGY.run_pair(config=CONFIG, pair=pair_full, bt_result=bt_result_full)\n", + "\n", + " if pair_trades is not None and len(pair_trades) > 0:\n", + " print(f\"\\nGenerated {len(pair_trades)} trading signals:\")\n", + " display(pair_trades)\n", + "\n", + " # Analyze trades\n", + " trade_times = pair_trades['time'].unique()\n", + " print(f\"\\nTrade Analysis:\")\n", + " print(f\" Unique trade times: {len(trade_times)}\")\n", + " print(f\" Trade frequency: {len(trade_times)/max_iterations*100:.2f}% of total periods\")\n", + "\n", + " # Group trades by time\n", + " for trade_time in trade_times[:5]: # Show first 5 trade times\n", + " trades_at_time = pair_trades[pair_trades['time'] == trade_time]\n", + " print(f\"\\n Trade at {trade_time}:\")\n", + " for _, trade in trades_at_time.iterrows():\n", + " print(f\" {trade['action']} {trade['symbol']} @ ${trade['price']:.2f} \"\n", + " f\"(dis-eq: {trade['scaled_disequilibrium']:.2f})\")\n", + " else:\n", + " print(\"\\nNo trading signals generated\")\n", + " print(\"Possible reasons:\")\n", + " print(\" - Insufficient cointegration periods\")\n", + " print(\" - Dis-equilibrium never exceeded thresholds\")\n", + " print(\" - Strategy-specific conditions not met\")\n", + "else:\n", + " print(\"Complete strategy execution is disabled.\")\n", + " print(\"Set RUN_COMPLETE_STRATEGY = True to run the full strategy.\")\n", + " print(\"Note: This may take several minutes depending on your data size.\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Interactive Parameter Analysis" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "PARAMETER SENSITIVITY ANALYSIS\n", + "========================================\n", + "Current parameters:\n", + " Training window: 120 minutes\n", + " Open threshold: 2.0\n", + " Close threshold: 1.0\n", + "\n", + "Observed scaled dis-equilibrium statistics:\n", + " 75th percentile: 1.74\n", + " 95th percentile: 2.03\n", + " 99th percentile: 2.11\n", + "\n", + "Suggested threshold optimization:\n", + " Suggested open threshold: 1.90 (85th percentile)\n", + " Suggested close threshold: 0.84 (30th percentile)\n", + "\n", + "To test these parameters, modify the CONFIG dictionary:\n", + " CONFIG['dis-equilibrium_open_trshld'] = 1.90\n", + " CONFIG['dis-equilibrium_close_trshld'] = 0.84\n", + "\n", + "Training window analysis:\n", + " Current cointegration rate: 73.3%\n", + " Current training window appears appropriate\n", + "\n", + "To re-run analysis with different parameters:\n", + "1. Modify the CONFIG dictionary above\n", + "2. Re-run from the 'Run SlidingFitStrategy' cell\n", + "3. Compare results with current analysis\n" + ] + } + ], + "source": [ + "# Interactive analysis for parameter optimization\n", + "print(\"PARAMETER SENSITIVITY ANALYSIS\")\n", + "print(\"=\"*40)\n", + "\n", + "print(f\"Current parameters:\")\n", + "print(f\" Training window: {CONFIG['training_minutes']} minutes\")\n", + "print(f\" Open threshold: {CONFIG['dis-equilibrium_open_trshld']}\")\n", + "print(f\" Close threshold: {CONFIG['dis-equilibrium_close_trshld']}\")\n", + "\n", + "# Recommendations based on observed data\n", + "if valid_scaled_diseq:\n", + " diseq_stats = pd.Series(valid_scaled_diseq).describe()\n", + " print(f\"\\nObserved scaled dis-equilibrium statistics:\")\n", + " print(f\" 75th percentile: {diseq_stats['75%']:.2f}\")\n", + " print(f\" 95th percentile: {np.percentile(valid_scaled_diseq, 95):.2f}\")\n", + " print(f\" 99th percentile: {np.percentile(valid_scaled_diseq, 99):.2f}\")\n", + "\n", + " # Suggest optimal thresholds\n", + " suggested_open = np.percentile(np.abs(valid_scaled_diseq), 85)\n", + " suggested_close = np.percentile(np.abs(valid_scaled_diseq), 30)\n", + "\n", + " print(f\"\\nSuggested threshold optimization:\")\n", + " print(f\" Suggested open threshold: {suggested_open:.2f} (85th percentile)\")\n", + " print(f\" Suggested close threshold: {suggested_close:.2f} (30th percentile)\")\n", + "\n", + " if suggested_open != open_threshold or suggested_close != close_threshold:\n", + " print(f\"\\nTo test these parameters, modify the CONFIG dictionary:\")\n", + " print(f\" CONFIG['dis-equilibrium_open_trshld'] = {suggested_open:.2f}\")\n", + " print(f\" CONFIG['dis-equilibrium_close_trshld'] = {suggested_close:.2f}\")\n", + "\n", + "# Training window recommendations\n", + "if len(cointegration_history) > 0:\n", + " cointegration_rate = sum(cointegration_history)/len(cointegration_history)\n", + " print(f\"\\nTraining window analysis:\")\n", + " print(f\" Current cointegration rate: {cointegration_rate*100:.1f}%\")\n", + "\n", + " if cointegration_rate < 0.3:\n", + " print(f\" Recommendation: Consider increasing training window (current: {training_minutes})\")\n", + " print(f\" Suggested: {int(training_minutes * 1.5)} minutes\")\n", + " elif cointegration_rate > 0.8:\n", + " print(f\" Recommendation: Consider decreasing training window for more responsive model\")\n", + " print(f\" Suggested: {int(training_minutes * 0.75)} minutes\")\n", + " else:\n", + " print(f\" Current training window appears appropriate\")\n", + "\n", + "print(f\"\\nTo re-run analysis with different parameters:\")\n", + "print(f\"1. Modify the CONFIG dictionary above\")\n", + "print(f\"2. Re-run from the 'Run SlidingFitStrategy' cell\")\n", + "print(f\"3. Compare results with current analysis\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Summary and Conclusions\n", + "\n", + "This notebook demonstrates the SlidingFitStrategy's dynamic approach to pairs trading.\n", + "Key insights from the sliding window analysis:\n", + "\n", + "1. **Cointegration Stability**: How often the pair maintains cointegration\n", + "2. **Model Parameter Evolution**: How VECM coefficients change over time\n", + "3. **Threshold Effectiveness**: How well current thresholds capture trading opportunities\n", + "4. **Mean Reversion Patterns**: Frequency and timing of dis-equilibrium corrections\n", + "\n", + "The sliding approach allows for:\n", + "- **Adaptive modeling**: Responds to changing market conditions\n", + "- **Dynamic thresholding**: Can be optimized based on observed patterns\n", + "- **Real-time monitoring**: Provides continuous assessment of pair relationships\n", + "- **Risk management**: Early detection of cointegration breakdown" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "python3.12-venv", + "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": "3.12.4" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/src/notebooks/pt_static.ipynb b/src/notebooks/pt_static.ipynb new file mode 100644 index 0000000..ed4b984 --- /dev/null +++ b/src/notebooks/pt_static.ipynb @@ -0,0 +1,1157 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Pairs Trading Visualization Notebook\n", + "\n", + "This notebook allows you to visualize pairs trading strategies on individual instrument pairs.\n", + "You can examine the relationship between two instruments, their dis-equilibrium, and trading signals." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 🎯 Key Features:\n", + "\n", + "1. **Interactive Configuration**: \n", + " - Easy switching between CRYPTO and EQUITY configurations\n", + " - Simple parameter adjustment for thresholds and training periods\n", + "\n", + "2. **Single Pair Focus**: \n", + " - Instead of running multiple pairs, focuses on one pair at a time\n", + " - Allows deep analysis of the relationship between two instruments\n", + "\n", + "3. **Step-by-Step Visualization**:\n", + " - **Raw price data**: Individual prices, normalized comparison, and price ratios\n", + " - **Training analysis**: Cointegration testing and VECM model fitting\n", + " - **Dis-equilibrium visualization**: Both raw and scaled dis-equilibrium with threshold lines\n", + " - **Strategy execution**: Trading signal generation and visualization\n", + " - **Prediction analysis**: Actual vs predicted prices with trading signals overlaid\n", + "\n", + "4. **Rich Analytics**:\n", + " - Cointegration status and VECM model details\n", + " - Statistical summaries for all stages\n", + " - Threshold crossing analysis\n", + " - Trading signal breakdown\n", + "\n", + "5. **Interactive Experimentation**:\n", + " - Easy parameter modification\n", + " - Re-run capabilities for different configurations\n", + " - Support for both StaticFitStrategy and SlidingFitStrategy\n", + "\n", + "### 🚀 How to Use:\n", + "\n", + "1. **Start Jupyter**:\n", + " ```bash\n", + " cd src/notebooks\n", + " jupyter notebook pairs_trading_visualization.ipynb\n", + " ```\n", + "\n", + "2. **Customize Your Analysis**:\n", + " - Change `SYMBOL_A` and `SYMBOL_B` to your desired trading pair\n", + " - Switch between `CRYPTO_CONFIG` and `EQT_CONFIG`\n", + " - Only **StaticFitStrategy** is supported. \n", + " - Adjust thresholds and parameters as needed\n", + "\n", + "3. **Run and Visualize**:\n", + " - Execute cells step by step to see the analysis unfold\n", + " - Rich matplotlib visualizations show relationships and signals\n", + " - Comprehensive summary at the end\n", + "\n", + "The notebook provides exactly what you requested - a way to visualize the relationship between two instruments and their scaled dis-equilibrium, with all the stages of your pairs trading strategy clearly displayed and analyzed.\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Setup and Imports" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Setup complete!\n" + ] + } + ], + "source": [ + "import sys\n", + "import os\n", + "sys.path.append('..')\n", + "\n", + "import pandas as pd\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "from typing import Dict, List, Optional\n", + "\n", + "# Import our modules\n", + "from strategies import StaticFitStrategy, SlidingFitStrategy\n", + "from tools.data_loader import load_market_data\n", + "from tools.trading_pair import TradingPair\n", + "from results import BacktestResult\n", + "\n", + "# Set plotting style\n", + "plt.style.use('seaborn-v0_8')\n", + "sns.set_palette(\"husl\")\n", + "plt.rcParams['figure.figsize'] = (12, 8)\n", + "\n", + "print(\"Setup complete!\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Configuration" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Using EQUITY configuration\n", + "Available instruments: ['COIN', 'GBTC', 'HOOD', 'MSTR', 'PYPL']\n" + ] + } + ], + "source": [ + "# Configuration - Choose between CRYPTO_CONFIG or EQT_CONFIG\n", + "\n", + "CRYPTO_CONFIG = {\n", + " \"security_type\": \"CRYPTO\",\n", + " \"data_directory\": \"../../data/crypto\",\n", + " \"datafiles\": [\n", + " \"20250519.mktdata.ohlcv.db\",\n", + " ],\n", + " \"db_table_name\": \"bnbspot_ohlcv_1min\",\n", + " \"exchange_id\": \"BNBSPOT\",\n", + " \"instrument_id_pfx\": \"PAIR-\",\n", + " \"instruments\": [\n", + " \"BTC-USDT\",\n", + " \"BCH-USDT\",\n", + " \"ETH-USDT\",\n", + " \"LTC-USDT\",\n", + " \"XRP-USDT\",\n", + " \"ADA-USDT\",\n", + " \"SOL-USDT\",\n", + " \"DOT-USDT\",\n", + " ],\n", + " \"trading_hours\": {\n", + " \"begin_session\": \"00:00:00\",\n", + " \"end_session\": \"23:59:00\",\n", + " \"timezone\": \"UTC\",\n", + " },\n", + " \"price_column\": \"close\",\n", + " \"min_required_points\": 30,\n", + " \"zero_threshold\": 1e-10,\n", + " \"dis-equilibrium_open_trshld\": 2.0,\n", + " \"dis-equilibrium_close_trshld\": 0.5,\n", + " \"training_minutes\": 120,\n", + " \"funding_per_pair\": 2000.0,\n", + "}\n", + "\n", + "EQT_CONFIG = {\n", + " \"security_type\": \"EQUITY\",\n", + " \"data_directory\": \"../../data/equity\",\n", + " \"datafiles\": {\n", + " \"0508\": \"20250508.alpaca_sim_md.db\",\n", + " \"0509\": \"20250509.alpaca_sim_md.db\",\n", + " \"0510\": \"20250510.alpaca_sim_md.db\",\n", + " \"0511\": \"20250511.alpaca_sim_md.db\",\n", + " \"0512\": \"20250512.alpaca_sim_md.db\",\n", + " \"0513\": \"20250513.alpaca_sim_md.db\",\n", + " \"0514\": \"20250514.alpaca_sim_md.db\",\n", + " \"0515\": \"20250515.alpaca_sim_md.db\",\n", + " \"0516\": \"20250516.alpaca_sim_md.db\",\n", + " \"0517\": \"20250517.alpaca_sim_md.db\",\n", + " \"0518\": \"20250518.alpaca_sim_md.db\",\n", + " \"0519\": \"20250519.alpaca_sim_md.db\",\n", + " \"0520\": \"20250520.alpaca_sim_md.db\",\n", + " \"0521\": \"20250521.alpaca_sim_md.db\",\n", + " \"0522\": \"20250522.alpaca_sim_md.db\",\n", + " },\n", + " \"db_table_name\": \"md_1min_bars\",\n", + " \"exchange_id\": \"ALPACA\",\n", + " \"instrument_id_pfx\": \"STOCK-\",\n", + " \"instruments\": [\n", + " \"COIN\",\n", + " \"GBTC\",\n", + " \"HOOD\",\n", + " \"MSTR\",\n", + " \"PYPL\",\n", + " ],\n", + " \"trading_hours\": {\n", + " \"begin_session\": \"9:30:00\",\n", + " \"end_session\": \"16:00:00\",\n", + " \"timezone\": \"America/New_York\",\n", + " },\n", + " \"price_column\": \"close\",\n", + " \"min_required_points\": 30,\n", + " \"zero_threshold\": 1e-10,\n", + " \"dis-equilibrium_open_trshld\": 2.0,\n", + " \"dis-equilibrium_close_trshld\": 1.0, #0.5,\n", + " \"training_minutes\": 120,\n", + " \"funding_per_pair\": 2000.0,\n", + "}\n", + "\n", + "# Choose your configuration\n", + "CONFIG = EQT_CONFIG # Change to CRYPTO_CONFIG if you want to use crypto data\n", + "\n", + "print(f\"Using {CONFIG['security_type']} configuration\")\n", + "print(f\"Available instruments: {CONFIG['instruments']}\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Select Trading Pair and Data File" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Selected pair: COIN & GBTC\n", + "Data file: 20250509.alpaca_sim_md.db\n", + "Strategy: StaticFitStrategy\n" + ] + } + ], + "source": [ + "# Select your trading pair and strategy\n", + "SYMBOL_A = \"COIN\" # Change these to your desired symbols\n", + "SYMBOL_B = \"GBTC\"\n", + "DATA_FILE = CONFIG[\"datafiles\"][\"0509\"]\n", + "\n", + "# Choose strategy\n", + "STRATEGY = StaticFitStrategy()\n", + "\n", + "print(f\"Selected pair: {SYMBOL_A} & {SYMBOL_B}\")\n", + "print(f\"Data file: {DATA_FILE}\")\n", + "print(f\"Strategy: {type(STRATEGY).__name__}\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Load Market Data" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Current working directory: /home/oleg/develop/other_projects/pairs_trading/src/notebooks\n", + "Loading data from: ../../data/equity/20250509.alpaca_sim_md.db\n", + "Loaded 1948 rows of market data\n", + "Symbols in data: ['COIN' 'GBTC' 'HOOD' 'MSTR' 'PYPL']\n", + "Time range: 2025-05-09 13:30:00 to 2025-05-09 20:00:00\n" + ] + }, + { + "data": { + "text/html": [ + "
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tstamptime_nssymbolopenhighlowclosevolumenum_tradesvwap
2402025-05-09 13:30:001746797400000000000COIN204.280204.85201.80202.9850335638.05587203.147931
2412025-05-09 13:31:001746797460000000000COIN203.320204.50202.21203.160090657.01750203.205621
2422025-05-09 13:32:001746797520000000000COIN203.155203.77202.12202.1700134474.02141202.720570
2432025-05-09 13:33:001746797580000000000COIN202.140202.30201.04201.8500190568.02718201.676610
2442025-05-09 13:34:001746797640000000000COIN201.938204.49201.52204.3763193650.02304202.697874
\n", + "
" + ], + "text/plain": [ + " tstamp time_ns symbol open high low \\\n", + "240 2025-05-09 13:30:00 1746797400000000000 COIN 204.280 204.85 201.80 \n", + "241 2025-05-09 13:31:00 1746797460000000000 COIN 203.320 204.50 202.21 \n", + "242 2025-05-09 13:32:00 1746797520000000000 COIN 203.155 203.77 202.12 \n", + "243 2025-05-09 13:33:00 1746797580000000000 COIN 202.140 202.30 201.04 \n", + "244 2025-05-09 13:34:00 1746797640000000000 COIN 201.938 204.49 201.52 \n", + "\n", + " close volume num_trades vwap \n", + "240 202.9850 335638.0 5587 203.147931 \n", + "241 203.1600 90657.0 1750 203.205621 \n", + "242 202.1700 134474.0 2141 202.720570 \n", + "243 201.8500 190568.0 2718 201.676610 \n", + "244 204.3763 193650.0 2304 202.697874 " + ] + }, + "execution_count": 43, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Load market data\n", + "datafile_path = f\"{CONFIG['data_directory']}/{DATA_FILE}\"\n", + "print(f\"Current working directory: {os.getcwd()}\")\n", + "print(f\"Loading data from: {datafile_path}\")\n", + "\n", + "market_data_df = load_market_data(datafile_path, config=CONFIG)\n", + "\n", + "print(f\"Loaded {len(market_data_df)} rows of market data\")\n", + "print(f\"Symbols in data: {market_data_df['symbol'].unique()}\")\n", + "print(f\"Time range: {market_data_df['tstamp'].min()} to {market_data_df['tstamp'].max()}\")\n", + "\n", + "# Display first few rows\n", + "market_data_df.head()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Create Trading Pair and Analyze" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Created trading pair: COIN & GBTC\n", + "Market data shape: (391, 3)\n", + "Column names: ['close_COIN', 'close_GBTC']\n" + ] + }, + { + "data": { + "text/html": [ + "
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tstampclose_COINclose_GBTC
02025-05-09 13:30:00202.985081.340
12025-05-09 13:31:00203.160081.195
22025-05-09 13:32:00202.170081.300
32025-05-09 13:33:00201.850081.310
42025-05-09 13:34:00204.376381.400
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" + ], + "text/plain": [ + " tstamp close_COIN close_GBTC\n", + "0 2025-05-09 13:30:00 202.9850 81.340\n", + "1 2025-05-09 13:31:00 203.1600 81.195\n", + "2 2025-05-09 13:32:00 202.1700 81.300\n", + "3 2025-05-09 13:33:00 201.8500 81.310\n", + "4 2025-05-09 13:34:00 204.3763 81.400" + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Create trading pair\n", + "pair = TradingPair(\n", + " market_data=market_data_df,\n", + " symbol_a=SYMBOL_A,\n", + " symbol_b=SYMBOL_B,\n", + " price_column=CONFIG[\"price_column\"]\n", + ")\n", + "\n", + "print(f\"Created trading pair: {pair}\")\n", + "print(f\"Market data shape: {pair.market_data_.shape}\")\n", + "print(f\"Column names: {pair.colnames()}\")\n", + "\n", + "# Display first few rows of pair data\n", + "pair.market_data_.head()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Split Data into Training and Testing" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Training data: 120 rows\n", + "Testing data: 264 rows\n", + "Training period: 2025-05-09 13:30:00 to 2025-05-09 15:29:00\n", + "Testing period: 2025-05-09 15:30:00 to 2025-05-09 20:00:00\n", + "Training data null values: 0\n", + "Testing data null values: 0\n" + ] + } + ], + "source": [ + "# Get training and testing datasets\n", + "training_minutes = CONFIG[\"training_minutes\"]\n", + "pair.get_datasets(training_minutes=training_minutes)\n", + "\n", + "print(f\"Training data: {len(pair.training_df_)} rows\")\n", + "print(f\"Testing data: {len(pair.testing_df_)} rows\")\n", + "print(f\"Training period: {pair.training_df_['tstamp'].iloc[0]} to {pair.training_df_['tstamp'].iloc[-1]}\")\n", + "print(f\"Testing period: {pair.testing_df_['tstamp'].iloc[0]} to {pair.testing_df_['tstamp'].iloc[-1]}\")\n", + "\n", + "# Check for any missing data\n", + "print(f\"Training data null values: {pair.training_df_.isnull().sum().sum()}\")\n", + "print(f\"Testing data null values: {pair.testing_df_.isnull().sum().sum()}\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Visualize Raw Price Data" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot raw price data\n", + "fig, axes = plt.subplots(3, 1, figsize=(15, 12))\n", + "\n", + "# Combined price plot\n", + "colname_a, colname_b = pair.colnames()\n", + "all_data = pd.concat([pair.training_df_, pair.testing_df_]).reset_index(drop=True)\n", + "\n", + "# Plot individual prices\n", + "axes[0].plot(all_data['tstamp'], all_data[colname_a], label=f'{SYMBOL_A}', alpha=0.8)\n", + "axes[0].plot(all_data['tstamp'], all_data[colname_b], label=f'{SYMBOL_B}', alpha=0.8)\n", + "axes[0].axvline(x=pair.training_df_['tstamp'].iloc[-1], color='red', linestyle='--', alpha=0.7, label='Train/Test Split')\n", + "axes[0].set_title(f'Price Comparison: {SYMBOL_A} vs {SYMBOL_B}')\n", + "axes[0].set_ylabel('Price')\n", + "axes[0].legend()\n", + "axes[0].grid(True)\n", + "\n", + "# Normalized prices for comparison\n", + "norm_a = all_data[colname_a] / all_data[colname_a].iloc[0]\n", + "norm_b = all_data[colname_b] / all_data[colname_b].iloc[0]\n", + "\n", + "axes[1].plot(all_data['tstamp'], norm_a, label=f'{SYMBOL_A} (normalized)', alpha=0.8)\n", + "axes[1].plot(all_data['tstamp'], norm_b, label=f'{SYMBOL_B} (normalized)', alpha=0.8)\n", + "axes[1].axvline(x=pair.training_df_['tstamp'].iloc[-1], color='red', linestyle='--', alpha=0.7, label='Train/Test Split')\n", + "axes[1].set_title('Normalized Price Comparison')\n", + "axes[1].set_ylabel('Normalized Price')\n", + "axes[1].legend()\n", + "axes[1].grid(True)\n", + "\n", + "# Price ratio\n", + "price_ratio = all_data[colname_a] / all_data[colname_b]\n", + "axes[2].plot(all_data['tstamp'], price_ratio, label=f'{SYMBOL_A}/{SYMBOL_B} Ratio', color='green', alpha=0.8)\n", + "axes[2].axvline(x=pair.training_df_['tstamp'].iloc[-1], color='red', linestyle='--', alpha=0.7, label='Train/Test Split')\n", + "axes[2].set_title('Price Ratio')\n", + "axes[2].set_ylabel('Ratio')\n", + "axes[2].set_xlabel('Time')\n", + "axes[2].legend()\n", + "axes[2].grid(True)\n", + "\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Train the Pair and Check Cointegration" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Pair COIN & GBTC cointegration status: True\n", + "VECM Beta coefficients: [ 1. -2.54123259]\n", + "Training dis-equilibrium mean: -0.101989\n", + "Training dis-equilibrium std: 2.778931\n", + "\n", + "VECM Model Summary:\n", + "Det. terms outside the coint. relation & lagged endog. parameters for equation close_COIN\n", + "=================================================================================\n", + " coef std err z P>|z| [0.025 0.975]\n", + "---------------------------------------------------------------------------------\n", + "L1.close_COIN 0.3213 0.093 3.448 0.001 0.139 0.504\n", + "L1.close_GBTC 0.2637 1.012 0.261 0.794 -1.720 2.247\n", + "Det. terms outside the coint. relation & lagged endog. parameters for equation close_GBTC\n", + "=================================================================================\n", + " coef std err z P>|z| [0.025 0.975]\n", + "---------------------------------------------------------------------------------\n", + "L1.close_COIN 0.0159 0.009 1.818 0.069 -0.001 0.033\n", + "L1.close_GBTC 0.0571 0.095 0.599 0.549 -0.130 0.244\n", + " Loading coefficients (alpha) for equation close_COIN \n", + "==============================================================================\n", + " coef std err z P>|z| [0.025 0.975]\n", + "------------------------------------------------------------------------------\n", + "ec1 -0.0501 0.025 -1.998 0.046 -0.099 -0.001\n", + " Loading coefficients (alpha) for equation close_GBTC \n", + "==============================================================================\n", + " coef std err z P>|z| [0.025 0.975]\n", + "------------------------------------------------------------------------------\n", + "ec1 -0.0006 0.002 -0.236 0.814 -0.005 0.004\n", + " Cointegration relations for loading-coefficients-column 1 \n", + "==============================================================================\n", + " coef std err z P>|z| [0.025 0.975]\n", + "------------------------------------------------------------------------------\n", + "beta.1 1.0000 0 0 0.000 1.000 1.000\n", + "beta.2 -2.5412 0.016 -155.196 0.000 -2.573 -2.509\n", + "==============================================================================\n" + ] + } + ], + "source": [ + "# Train the pair and check cointegration\n", + "try:\n", + " is_cointegrated = pair.train_pair()\n", + " print(f\"Pair {pair} cointegration status: {is_cointegrated}\")\n", + "\n", + " if is_cointegrated:\n", + " print(f\"VECM Beta coefficients: {pair.vecm_fit_.beta.flatten()}\")\n", + " print(f\"Training dis-equilibrium mean: {pair.training_mu_:.6f}\")\n", + " print(f\"Training dis-equilibrium std: {pair.training_std_:.6f}\")\n", + "\n", + " # Display VECM summary\n", + " print(\"\\nVECM Model Summary:\")\n", + " print(pair.vecm_fit_.summary())\n", + " else:\n", + " print(\"Pair is not cointegrated. Cannot proceed with strategy.\")\n", + "\n", + "except Exception as e:\n", + " print(f\"Training failed: {str(e)}\")\n", + " is_cointegrated = False" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Visualize Training Period Dis-equilibrium" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Training dis-equilibrium statistics:\n", + " Mean: -0.101989\n", + " Std: 2.778931\n", + " Min: -4.777622\n", + " Max: 5.862587\n", + "\n", + "Scaled dis-equilibrium statistics:\n", + " Mean: 0.000000\n", + " Std: 1.000000\n", + " Min: -1.682529\n", + " Max: 2.146356\n" + ] + } + ], + "source": [ + "if is_cointegrated:\n", + " fig, axes = plt.subplots(2, 1, figsize=(15, 10))\n", + "\n", + " # Raw dis-equilibrium\n", + " axes[0].plot(pair.training_df_['tstamp'], pair.training_df_['dis-equilibrium'],\n", + " color='blue', alpha=0.8, label='Raw Dis-equilibrium')\n", + " axes[0].axhline(y=pair.training_mu_, color='red', linestyle='--', alpha=0.7, label='Mean')\n", + " axes[0].axhline(y=pair.training_mu_ + pair.training_std_, color='orange', linestyle='--', alpha=0.5, label='+1 Std')\n", + " axes[0].axhline(y=pair.training_mu_ - pair.training_std_, color='orange', linestyle='--', alpha=0.5, label='-1 Std')\n", + " axes[0].set_title('Training Period: Raw Dis-equilibrium')\n", + " axes[0].set_ylabel('Dis-equilibrium')\n", + " axes[0].legend()\n", + " axes[0].grid(True)\n", + "\n", + " # Scaled dis-equilibrium\n", + " axes[1].plot(pair.training_df_['tstamp'], pair.training_df_['scaled_dis-equilibrium'],\n", + " color='green', alpha=0.8, label='Scaled Dis-equilibrium')\n", + " axes[1].axhline(y=0, color='red', linestyle='--', alpha=0.7, label='Mean (0)')\n", + " axes[1].axhline(y=1, color='orange', linestyle='--', alpha=0.5, label='+1 Std')\n", + " axes[1].axhline(y=-1, color='orange', linestyle='--', alpha=0.5, label='-1 Std')\n", + " axes[1].axhline(y=CONFIG['dis-equilibrium_open_trshld'], color='purple',\n", + " linestyle=':', alpha=0.7, label=f\"Open Threshold ({CONFIG['dis-equilibrium_open_trshld']})\")\n", + " axes[1].axhline(y=CONFIG['dis-equilibrium_close_trshld'], color='brown',\n", + " linestyle=':', alpha=0.7, label=f\"Close Threshold ({CONFIG['dis-equilibrium_close_trshld']})\")\n", + " axes[1].set_title('Training Period: Scaled Dis-equilibrium')\n", + " axes[1].set_ylabel('Scaled Dis-equilibrium')\n", + " axes[1].set_xlabel('Time')\n", + " axes[1].legend()\n", + " axes[1].grid(True)\n", + "\n", + " plt.tight_layout()\n", + " plt.show()\n", + "\n", + " # Print statistics\n", + " print(f\"Training dis-equilibrium statistics:\")\n", + " print(f\" Mean: {pair.training_df_['dis-equilibrium'].mean():.6f}\")\n", + " print(f\" Std: {pair.training_df_['dis-equilibrium'].std():.6f}\")\n", + " print(f\" Min: {pair.training_df_['dis-equilibrium'].min():.6f}\")\n", + " print(f\" Max: {pair.training_df_['dis-equilibrium'].max():.6f}\")\n", + "\n", + " print(f\"\\nScaled dis-equilibrium statistics:\")\n", + " print(f\" Mean: {pair.training_df_['scaled_dis-equilibrium'].mean():.6f}\")\n", + " print(f\" Std: {pair.training_df_['scaled_dis-equilibrium'].std():.6f}\")\n", + " print(f\" Min: {pair.training_df_['scaled_dis-equilibrium'].min():.6f}\")\n", + " print(f\" Max: {pair.training_df_['scaled_dis-equilibrium'].max():.6f}\")\n", + "else:\n", + " print(\"The pair is not cointegrated\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Generate Predictions and Run Strategy" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Generated predictions for 264 rows\n", + "Prediction columns: ['index', 'tstamp', 'close_COIN', 'close_GBTC', 'close_COIN_pred', 'close_GBTC_pred', 'disequilibrium', 'scaled_disequilibrium']\n", + "Prediction period: 2025-05-09 15:30:00 to 2025-05-09 20:00:00\n", + "COIN & GBTC: Close signal found at index 132\n", + "\n", + "Generated 4 trading signals:\n", + " time action symbol price disequilibrium \\\n", + "0 2025-05-09 16:30:00 BUY COIN 200.325 -5.794375 \n", + "1 2025-05-09 16:30:00 SELL GBTC 81.110 -5.794375 \n", + "2 2025-05-09 17:46:00 SELL COIN 204.010 -2.744683 \n", + "3 2025-05-09 17:46:00 BUY GBTC 81.360 -2.744683 \n", + "\n", + " scaled_disequilibrium pair \n", + "0 2.048409 COIN & GBTC \n", + "1 2.048409 COIN & GBTC \n", + "2 0.950975 COIN & GBTC \n", + "3 0.950975 COIN & GBTC \n" + ] + } + ], + "source": [ + "if is_cointegrated:\n", + " try:\n", + " # Generate predictions\n", + " pair.predict()\n", + " print(f\"Generated predictions for {len(pair.predicted_df_)} rows\")\n", + "\n", + " # Display prediction data structure\n", + " print(f\"Prediction columns: {list(pair.predicted_df_.columns)}\")\n", + " print(f\"Prediction period: {pair.predicted_df_['tstamp'].iloc[0]} to {pair.predicted_df_['tstamp'].iloc[-1]}\")\n", + "\n", + " # Run strategy\n", + " bt_result = BacktestResult(config=CONFIG)\n", + " pair_trades = STRATEGY.run_pair(config=CONFIG, pair=pair, bt_result=bt_result)\n", + "\n", + " if pair_trades is not None and len(pair_trades) > 0:\n", + " print(f\"\\nGenerated {len(pair_trades)} trading signals:\")\n", + " print(pair_trades)\n", + " else:\n", + " print(\"\\nNo trading signals generated\")\n", + "\n", + " except Exception as e:\n", + " print(f\"Prediction/Strategy failed: {str(e)}\")\n", + " pair_trades = None" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Visualize Predictions and Dis-equilibrium" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Testing dis-equilibrium statistics:\n", + " Mean: -4.776730\n", + " Std: 1.309373\n", + " Min: -7.634219\n", + " Max: -2.387674\n", + "\n", + "Testing scaled dis-equilibrium statistics:\n", + " Mean: 1.682209\n", + " Std: 0.471179\n", + " Min: 0.822505\n", + " Max: 2.710478\n", + "\n", + "Threshold crossings:\n", + " Open threshold (2.0): 78 times\n", + " Close threshold (1.0): 31 times\n" + ] + } + ], + "source": [ + "if is_cointegrated and hasattr(pair, 'predicted_df_'):\n", + " fig, axes = plt.subplots(4, 1, figsize=(16, 16))\n", + "\n", + " # Actual vs Predicted Prices\n", + " colname_a, colname_b = pair.colnames()\n", + "\n", + " axes[0].plot(pair.predicted_df_['tstamp'], pair.predicted_df_[colname_a],\n", + " label=f'{SYMBOL_A} Actual', alpha=0.8)\n", + " axes[0].plot(pair.predicted_df_['tstamp'], pair.predicted_df_[f'{colname_a}_pred'],\n", + " label=f'{SYMBOL_A} Predicted', alpha=0.8, linestyle='--')\n", + " axes[0].set_title('Actual vs Predicted Prices - Symbol A')\n", + " axes[0].set_ylabel('Price')\n", + " axes[0].legend()\n", + " axes[0].grid(True)\n", + "\n", + " axes[1].plot(pair.predicted_df_['tstamp'], pair.predicted_df_[colname_b],\n", + " label=f'{SYMBOL_B} Actual', alpha=0.8)\n", + " axes[1].plot(pair.predicted_df_['tstamp'], pair.predicted_df_[f'{colname_b}_pred'],\n", + " label=f'{SYMBOL_B} Predicted', alpha=0.8, linestyle='--')\n", + " axes[1].set_title('Actual vs Predicted Prices - Symbol B')\n", + " axes[1].set_ylabel('Price')\n", + " axes[1].legend()\n", + " axes[1].grid(True)\n", + "\n", + " # Raw dis-equilibrium\n", + " axes[2].plot(pair.predicted_df_['tstamp'], pair.predicted_df_['disequilibrium'],\n", + " color='blue', alpha=0.8, label='Dis-equilibrium')\n", + " axes[2].axhline(y=pair.training_mu_, color='red', linestyle='--', alpha=0.7, label='Training Mean')\n", + " axes[2].set_title('Testing Period: Raw Dis-equilibrium')\n", + " axes[2].set_ylabel('Dis-equilibrium')\n", + " axes[2].legend()\n", + " axes[2].grid(True)\n", + "\n", + " # Scaled dis-equilibrium with trading signals\n", + " axes[3].plot(pair.predicted_df_['tstamp'], pair.predicted_df_['scaled_disequilibrium'],\n", + " color='green', alpha=0.8, label='Scaled Dis-equilibrium')\n", + "\n", + " # Add threshold lines\n", + " axes[3].axhline(y=CONFIG['dis-equilibrium_open_trshld'], color='purple',\n", + " linestyle=':', alpha=0.7, label=f\"Open Threshold ({CONFIG['dis-equilibrium_open_trshld']})\")\n", + " axes[3].axhline(y=CONFIG['dis-equilibrium_close_trshld'], color='brown',\n", + " linestyle=':', alpha=0.7, label=f\"Close Threshold ({CONFIG['dis-equilibrium_close_trshld']})\")\n", + "\n", + " # Add trading signals if they exist\n", + " if pair_trades is not None and len(pair_trades) > 0:\n", + " for _, trade in pair_trades.iterrows():\n", + " color = 'red' if 'BUY' in trade['action'] else 'blue'\n", + " marker = '^' if 'BUY' in trade['action'] else 'v'\n", + " axes[3].scatter(trade['time'], trade['scaled_disequilibrium'],\n", + " color=color, marker=marker, s=100, alpha=0.8,\n", + " label=f\"{trade['action']} {trade['symbol']}\" if _ < 2 else \"\")\n", + "\n", + " axes[3].set_title('Testing Period: Scaled Dis-equilibrium with Trading Signals')\n", + " axes[3].set_ylabel('Scaled Dis-equilibrium')\n", + " axes[3].set_xlabel('Time')\n", + " axes[3].legend()\n", + " axes[3].grid(True)\n", + "\n", + " plt.tight_layout()\n", + " plt.show()\n", + "\n", + " # Print prediction statistics\n", + " print(f\"\\nTesting dis-equilibrium statistics:\")\n", + " print(f\" Mean: {pair.predicted_df_['disequilibrium'].mean():.6f}\")\n", + " print(f\" Std: {pair.predicted_df_['disequilibrium'].std():.6f}\")\n", + " print(f\" Min: {pair.predicted_df_['disequilibrium'].min():.6f}\")\n", + " print(f\" Max: {pair.predicted_df_['disequilibrium'].max():.6f}\")\n", + "\n", + " print(f\"\\nTesting scaled dis-equilibrium statistics:\")\n", + " print(f\" Mean: {pair.predicted_df_['scaled_disequilibrium'].mean():.6f}\")\n", + " print(f\" Std: {pair.predicted_df_['scaled_disequilibrium'].std():.6f}\")\n", + " print(f\" Min: {pair.predicted_df_['scaled_disequilibrium'].min():.6f}\")\n", + " print(f\" Max: {pair.predicted_df_['scaled_disequilibrium'].max():.6f}\")\n", + "\n", + " # Count threshold crossings\n", + " open_crossings = (pair.predicted_df_['scaled_disequilibrium'] >= CONFIG['dis-equilibrium_open_trshld']).sum()\n", + " close_crossings = (pair.predicted_df_['scaled_disequilibrium'] <= CONFIG['dis-equilibrium_close_trshld']).sum()\n", + " print(f\"\\nThreshold crossings:\")\n", + " print(f\" Open threshold ({CONFIG['dis-equilibrium_open_trshld']}): {open_crossings} times\")\n", + " print(f\" Close threshold ({CONFIG['dis-equilibrium_close_trshld']}): {close_crossings} times\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Summary and Analysis" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "============================================================\n", + "PAIRS TRADING ANALYSIS SUMMARY\n", + "============================================================\n", + "\n", + "Pair: COIN & GBTC\n", + "Strategy: StaticFitStrategy\n", + "Data file: 20250509.alpaca_sim_md.db\n", + "Training period: 120 minutes\n", + "\n", + "Cointegration Status: ✓ COINTEGRATED\n", + "\n", + "VECM Model:\n", + " Beta coefficients: [ 1. -2.54123259]\n", + " Training mean: -0.101989\n", + " Training std: 2.778931\n", + "\n", + "Trading Signals: 4 generated\n", + " Unique trade times: 2\n", + "\n", + " Trade at 2025-05-09 16:30:00:\n", + " BUY COIN @ $200.32 (dis-eq: 2.05)\n", + " SELL GBTC @ $81.11 (dis-eq: 2.05)\n", + "\n", + " Trade at 2025-05-09 17:46:00:\n", + " SELL COIN @ $204.01 (dis-eq: 0.95)\n", + " BUY GBTC @ $81.36 (dis-eq: 0.95)\n", + "\n", + "============================================================\n" + ] + } + ], + "source": [ + "print(\"=\" * 60)\n", + "print(\"PAIRS TRADING ANALYSIS SUMMARY\")\n", + "print(\"=\" * 60)\n", + "\n", + "print(f\"\\nPair: {SYMBOL_A} & {SYMBOL_B}\")\n", + "print(f\"Strategy: {type(STRATEGY).__name__}\")\n", + "print(f\"Data file: {DATA_FILE}\")\n", + "print(f\"Training period: {training_minutes} minutes\")\n", + "\n", + "print(f\"\\nCointegration Status: {'✓ COINTEGRATED' if is_cointegrated else '✗ NOT COINTEGRATED'}\")\n", + "\n", + "if is_cointegrated:\n", + " print(f\"\\nVECM Model:\")\n", + " print(f\" Beta coefficients: {pair.vecm_fit_.beta.flatten()}\")\n", + " print(f\" Training mean: {pair.training_mu_:.6f}\")\n", + " print(f\" Training std: {pair.training_std_:.6f}\")\n", + "\n", + " if pair_trades is not None and len(pair_trades) > 0:\n", + " print(f\"\\nTrading Signals: {len(pair_trades)} generated\")\n", + " unique_times = pair_trades['time'].unique()\n", + " print(f\" Unique trade times: {len(unique_times)}\")\n", + "\n", + " # Group by time to see paired trades\n", + " for trade_time in unique_times:\n", + " trades_at_time = pair_trades[pair_trades['time'] == trade_time]\n", + " print(f\"\\n Trade at {trade_time}:\")\n", + " for _, trade in trades_at_time.iterrows():\n", + " print(f\" {trade['action']} {trade['symbol']} @ ${trade['price']:.2f} (dis-eq: {trade['scaled_disequilibrium']:.2f})\")\n", + " else:\n", + " print(f\"\\nTrading Signals: None generated\")\n", + " print(\" Possible reasons:\")\n", + " print(\" - Dis-equilibrium never exceeded open threshold\")\n", + " print(\" - Insufficient testing data\")\n", + " print(\" - Strategy-specific conditions not met\")\n", + "\n", + "else:\n", + " print(\"\\nCannot proceed with trading strategy - pair is not cointegrated\")\n", + " print(\"Consider:\")\n", + " print(\" - Trying different symbol pairs\")\n", + " print(\" - Adjusting training period length\")\n", + " print(\" - Using different data timeframe\")\n", + "\n", + "print(\"\\n\" + \"=\" * 60)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Interactive Analysis (Optional)\n", + "\n", + "You can modify the parameters below and re-run the analysis:" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Current parameters:\n", + " Open threshold: 2.0\n", + " Close threshold: 1.0\n", + " Training minutes: 120\n", + "\n", + "To re-run with different parameters:\n", + "1. Modify the parameters above\n", + "2. Re-run from the 'Split Data into Training and Testing' cell\n", + "3. Or try different symbol pairs by changing SYMBOL_A and SYMBOL_B\n" + ] + } + ], + "source": [ + "# Interactive parameter adjustment\n", + "print(\"Current parameters:\")\n", + "print(f\" Open threshold: {CONFIG['dis-equilibrium_open_trshld']}\")\n", + "print(f\" Close threshold: {CONFIG['dis-equilibrium_close_trshld']}\")\n", + "print(f\" Training minutes: {CONFIG['training_minutes']}\")\n", + "\n", + "# Uncomment and modify these to experiment:\n", + "# CONFIG['dis-equilibrium_open_trshld'] = 1.5\n", + "# CONFIG['dis-equilibrium_close_trshld'] = 0.3\n", + "# CONFIG['training_minutes'] = 180\n", + "\n", + "print(\"\\nTo re-run with different parameters:\")\n", + "print(\"1. Modify the parameters above\")\n", + "print(\"2. Re-run from the 'Split Data into Training and Testing' cell\")\n", + "print(\"3. Or try different symbol pairs by changing SYMBOL_A and SYMBOL_B\")" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "python3.12-venv", + "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": "3.12.4" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/src/pt_backtest.py b/src/pt_backtest.py index 3795866..a0ff3dc 100644 --- a/src/pt_backtest.py +++ b/src/pt_backtest.py @@ -63,8 +63,8 @@ EQT_CONFIG: Dict = { "security_type": "EQUITY", "data_directory": "./data/equity", "datafiles": [ - "20250508.alpaca_sim_md.db", - # "20250509.alpaca_sim_md.db", + # "20250508.alpaca_sim_md.db", + "20250509.alpaca_sim_md.db", # "20250512.alpaca_sim_md.db", # "20250513.alpaca_sim_md.db", # "20250514.alpaca_sim_md.db", @@ -80,9 +80,9 @@ EQT_CONFIG: Dict = { "instruments": [ "COIN", "GBTC", - "HOOD", - "MSTR", - "PYPL", + # "HOOD", + # "MSTR", + # "PYPL", ], "trading_hours": { "begin_session": "9:30:00", @@ -94,7 +94,7 @@ EQT_CONFIG: Dict = { "min_required_points": 30, "zero_threshold": 1e-10, "dis-equilibrium_open_trshld": 2.0, - "dis-equilibrium_close_trshld": 0.5, + "dis-equilibrium_close_trshld": 1.0, #0.5, "training_minutes": 120, # ----- Validation "funding_per_pair": 2000.0,