1005 lines
833 KiB
Plaintext
1005 lines
833 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# PID Control Testing for Maglev Pod\n",
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"\n",
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"This notebook provides a feedforward + PID control interface for the `LevPodEnv` simulation environment.\n",
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"\n",
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"## Control Architecture\n",
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"- **Feedforward**: `MaglevPredictor` estimates the equilibrium PWM needed to hover at the current gap height\n",
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"- **Height PID**: Corrects residual gap error → additive PWM correction for all coils\n",
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"- **Roll PID**: Corrects roll angle → differential left/right adjustment\n",
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"- **Pitch PID**: Corrects pitch angle → differential front/back adjustment\n",
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"\n",
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"The outputs combine: `coil_pwm = feedforward + height_correction ± roll_adjustment ± pitch_adjustment`"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 37,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Target Gap Height: 16.49 mm\n"
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]
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}
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],
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"source": [
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"import numpy as np\n",
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"import matplotlib.pyplot as plt\n",
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"from lev_pod_env import LevPodEnv, TARGET_GAP\n",
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"from pid_controller import PIDController, DEFAULT_GAINS\n",
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"from pid_simulation import run_pid_simulation, feedforward_pwm, build_feedforward_lut\n",
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"\n",
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"# Set plot style for better aesthetics\n",
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"plt.style.use('seaborn-v0_8-whitegrid')\n",
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"plt.rcParams['figure.facecolor'] = 'white'\n",
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"plt.rcParams['axes.facecolor'] = 'white'\n",
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"plt.rcParams['font.size'] = 11\n",
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"plt.rcParams['axes.titlesize'] = 14\n",
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"plt.rcParams['axes.labelsize'] = 12\n",
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"\n",
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"print(f\"Target Gap Height: {TARGET_GAP * 1000:.2f} mm\")"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"---\n",
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"## Load PID gains (JSON or defaults)\n",
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"\n",
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"Try to load `pid_best_params.json` (saved by Optuna in this folder). If missing, use `DEFAULT_GAINS`. You can override any value in the **PID Gains Configuration** cell below."
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]
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},
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{
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"cell_type": "code",
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"execution_count": 38,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Loaded PID gains from /Users/adipu/Documents/guadaloop_lev_control/RL Testing/pid_best_params.json\n"
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]
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}
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],
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"source": [
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"import os\n",
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"import json\n",
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"\n",
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"try:\n",
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" import optuna_pid_tune as _optuna_tune\n",
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" _best_path = os.path.join(os.path.dirname(os.path.abspath(_optuna_tune.__file__)), \"pid_best_params.json\")\n",
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"except Exception:\n",
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" _best_path = \"pid_best_params.json\"\n",
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"\n",
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"if os.path.isfile(_best_path):\n",
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" with open(_best_path) as f:\n",
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" _best = json.load(f)\n",
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" HEIGHT_KP = _best[\"height_kp\"]\n",
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" HEIGHT_KI = _best[\"height_ki\"]\n",
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" HEIGHT_KD = _best[\"height_kd\"]\n",
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" ROLL_KP = _best[\"roll_kp\"]\n",
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" ROLL_KI = _best[\"roll_ki\"]\n",
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" ROLL_KD = _best[\"roll_kd\"]\n",
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" PITCH_KP = _best[\"pitch_kp\"]\n",
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" PITCH_KI = _best[\"pitch_ki\"]\n",
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" PITCH_KD = _best[\"pitch_kd\"]\n",
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" gains = dict(_best)\n",
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" print(f\"Loaded PID gains from {_best_path}\")\n",
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"else:\n",
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" HEIGHT_KP = DEFAULT_GAINS[\"height_kp\"]\n",
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" HEIGHT_KI = DEFAULT_GAINS[\"height_ki\"]\n",
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" HEIGHT_KD = DEFAULT_GAINS[\"height_kd\"]\n",
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" ROLL_KP = DEFAULT_GAINS[\"roll_kp\"]\n",
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" ROLL_KI = DEFAULT_GAINS[\"roll_ki\"]\n",
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" ROLL_KD = DEFAULT_GAINS[\"roll_kd\"]\n",
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" PITCH_KP = DEFAULT_GAINS[\"pitch_kp\"]\n",
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" PITCH_KI = DEFAULT_GAINS[\"pitch_ki\"]\n",
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" PITCH_KD = DEFAULT_GAINS[\"pitch_kd\"]\n",
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" gains = dict(DEFAULT_GAINS)\n",
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" print(\"Using DEFAULT_GAINS (no pid_best_params.json found). Run Optuna to save best params.\")"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"---\n",
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"## PID Controller Class"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 39,
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"metadata": {},
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"outputs": [],
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"source": [
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"# PID controller and default gains live in pid_controller.py (imported above).\n",
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"# Override gains in the next cell; they are passed to run_pid_simulation via the gains dict."
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"---\n",
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"## PID Gains Configuration (optional overrides)\n",
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"\n",
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"Constants are already set above from `pid_best_params.json` or defaults. To **override**, uncomment and edit a line in the cell below (e.g. `HEIGHT_KP = 50.0`) and re-run that cell; then run the simulation."
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]
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},
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{
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"cell_type": "code",
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"execution_count": 40,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"PID Gains (used by simulation):\n",
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" Height: Kp=80.05607483893696, Ki=0, Kd=7.09266287860531\n",
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" Roll: Kp=-0.600856607986966, Ki=0, Kd=-0.1\n",
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" Pitch: Kp=50.3415835489009, Ki=0.02319184022898008, Kd=0.017632648760979346\n"
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]
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}
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],
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"source": [
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"# Optional manual overrides: set any constant below and re-run this cell to use it.\n",
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"# Otherwise the values from the \"Load PID gains\" cell (JSON or DEFAULT_GAINS) are used.\n",
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"# HEIGHT_KP = 50.0\n",
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"# HEIGHT_KI = 5.0\n",
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"# HEIGHT_KD = 10.0\n",
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"# ROLL_KP = 2.0\n",
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"# ROLL_KI = 0.5\n",
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"# ROLL_KD = 0.5\n",
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"# PITCH_KP = 2.0\n",
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"# PITCH_KI = 0.5\n",
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"# PITCH_KD = 0.5\n",
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"\n",
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"# Build gains dict from current constants (used by run_pid_simulation)\n",
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"gains = {\n",
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" \"height_kp\": HEIGHT_KP, \"height_ki\": HEIGHT_KI, \"height_kd\": HEIGHT_KD,\n",
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" \"roll_kp\": ROLL_KP, \"roll_ki\": ROLL_KI, \"roll_kd\": ROLL_KD,\n",
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" \"pitch_kp\": PITCH_KP, \"pitch_ki\": PITCH_KI, \"pitch_kd\": PITCH_KD,\n",
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"}\n",
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"\n",
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"print(\"PID Gains (used by simulation):\")\n",
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"print(f\" Height: Kp={HEIGHT_KP}, Ki={HEIGHT_KI}, Kd={HEIGHT_KD}\")\n",
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"print(f\" Roll: Kp={ROLL_KP}, Ki={ROLL_KI}, Kd={ROLL_KD}\")\n",
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"print(f\" Pitch: Kp={PITCH_KP}, Ki={PITCH_KI}, Kd={PITCH_KD}\")"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 41,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Loading maglev model from /Users/adipu/Documents/guadaloop_lev_control/RL Testing/maglev_model.pkl...\n",
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"Model loaded. Degree: 6\n",
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"Force R2: 1.0000\n",
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"Torque R2: 0.9999\n"
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]
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},
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{
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"name": "stderr",
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"output_type": "stream",
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"text": [
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"/Users/adipu/Documents/guadaloop_lev_control/.venv/lib/python3.13/site-packages/sklearn/base.py:463: InconsistentVersionWarning: Trying to unpickle estimator PolynomialFeatures from version 1.7.2 when using version 1.8.0. This might lead to breaking code or invalid results. Use at your own risk. For more info please refer to:\n",
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"https://scikit-learn.org/stable/model_persistence.html#security-maintainability-limitations\n",
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" warnings.warn(\n",
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"/Users/adipu/Documents/guadaloop_lev_control/.venv/lib/python3.13/site-packages/sklearn/base.py:463: InconsistentVersionWarning: Trying to unpickle estimator LinearRegression from version 1.7.2 when using version 1.8.0. This might lead to breaking code or invalid results. Use at your own risk. For more info please refer to:\n",
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"https://scikit-learn.org/stable/model_persistence.html#security-maintainability-limitations\n",
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" warnings.warn(\n"
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]
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},
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Feedforward LUT ready. At target gap (16.49 mm): PWM = -0.0000\n"
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]
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}
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],
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"source": [
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"# ============================================================\n",
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"# FEEDFORWARD USING MAGLEV PREDICTOR\n",
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"# ============================================================\n",
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"# Builds gap → equilibrium PWM LUT in pid_simulation (used by run_pid_simulation).\n",
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"build_feedforward_lut()\n",
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"print(f\"Feedforward LUT ready. At target gap ({TARGET_GAP*1000:.2f} mm): PWM = {feedforward_pwm(TARGET_GAP * 1000):.4f}\")"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"---\n",
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"## Simulation Runner"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 42,
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"metadata": {},
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"outputs": [],
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"source": [
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"# run_pid_simulation is imported from pid_simulation (see imports).\n",
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"# It accepts gains=... (dict with height_kp, height_ki, ...), plus initial_gap_mm, max_steps, etc.\n",
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"# The gains dict is built in the \"PID Gains Configuration\" cell above."
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"---\n",
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"## Plotting Functions"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 43,
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"metadata": {},
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"outputs": [],
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"source": [
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"def plot_results(data: dict, title_suffix: str = \"\"):\n",
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" \"\"\"\n",
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" Create aesthetic plots of simulation results.\n",
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" \n",
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" Args:\n",
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" data: Dictionary from run_pid_simulation()\n",
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" title_suffix: Optional suffix for plot titles\n",
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" \"\"\"\n",
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" fig, axes = plt.subplots(2, 2, figsize=(14, 10))\n",
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" fig.suptitle(f'PID Control Performance{title_suffix}', fontsize=16, fontweight='bold', y=1.02)\n",
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" \n",
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" target_gap_mm = TARGET_GAP * 1000\n",
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" time = data['time']\n",
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" \n",
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" # Color palette\n",
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" colors = {\n",
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" 'primary': '#2563eb', # Blue\n",
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" 'secondary': '#7c3aed', # Purple\n",
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" 'accent1': '#059669', # Green\n",
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" 'accent2': '#dc2626', # Red\n",
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" 'target': '#f59e0b', # Orange\n",
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" 'grid': '#e5e7eb'\n",
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" }\n",
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" \n",
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" # ========== Gap Height Plot ==========\n",
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" ax1 = axes[0, 0]\n",
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" ax1.plot(time, data['gap_avg'], color=colors['primary'], linewidth=2, label='Average Gap')\n",
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" ax1.plot(time, data['gap_front'], color=colors['secondary'], linewidth=1, alpha=0.6, label='Front Yoke')\n",
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" ax1.plot(time, data['gap_back'], color=colors['accent1'], linewidth=1, alpha=0.6, label='Back Yoke')\n",
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" ax1.axhline(y=target_gap_mm, color=colors['target'], linestyle='--', linewidth=2, label=f'Target ({target_gap_mm:.1f}mm)')\n",
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" \n",
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" ax1.set_xlabel('Time (s)')\n",
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" ax1.set_ylabel('Gap Height (mm)')\n",
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" ax1.set_title('Gap Height Over Time', fontweight='bold')\n",
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" ax1.legend(loc='best', framealpha=0.9)\n",
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" ax1.set_ylim([0, 20])\n",
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" ax1.grid(True, alpha=0.3)\n",
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" \n",
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" # Add settling info\n",
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" final_error = abs(data['gap_avg'][-1] - target_gap_mm)\n",
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" ax1.text(0.98, 0.02, f'Final error: {final_error:.2f}mm', \n",
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" transform=ax1.transAxes, ha='right', va='bottom',\n",
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" fontsize=10, bbox=dict(boxstyle='round', facecolor='white', alpha=0.8))\n",
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" \n",
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" # ========== Roll Angle Plot ==========\n",
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" ax2 = axes[0, 1]\n",
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" ax2.plot(time, data['roll_deg'], color=colors['primary'], linewidth=2)\n",
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" ax2.axhline(y=0, color=colors['target'], linestyle='--', linewidth=1.5, alpha=0.7)\n",
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" ax2.fill_between(time, data['roll_deg'], 0, alpha=0.2, color=colors['primary'])\n",
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" \n",
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" ax2.set_xlabel('Time (s)')\n",
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" ax2.set_ylabel('Roll Angle (degrees)')\n",
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" ax2.set_title('Roll Angle Over Time', fontweight='bold')\n",
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" ax2.grid(True, alpha=0.3)\n",
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" \n",
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" ax2.set_ylim([-4, 4])\n",
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" \n",
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" # ========== Pitch Angle Plot ==========\n",
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" ax3 = axes[1, 0]\n",
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" ax3.plot(time, data['pitch_deg'], color=colors['secondary'], linewidth=2)\n",
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" ax3.axhline(y=0, color=colors['target'], linestyle='--', linewidth=1.5, alpha=0.7)\n",
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" ax3.fill_between(time, data['pitch_deg'], 0, alpha=0.2, color=colors['secondary'])\n",
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" \n",
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" ax3.set_xlabel('Time (s)')\n",
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" ax3.set_ylabel('Pitch Angle (degrees)')\n",
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" ax3.set_title('Pitch Angle Over Time', fontweight='bold')\n",
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" ax3.grid(True, alpha=0.3)\n",
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" \n",
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" ax3.set_ylim([-6, 6])\n",
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" \n",
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" # ========== Current Draw Plot ==========\n",
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" ax4 = axes[1, 1]\n",
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" ax4.plot(time, data['current_FL'], linewidth=1.5, label='Front Left', alpha=0.8)\n",
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" ax4.plot(time, data['current_FR'], linewidth=1.5, label='Front Right', alpha=0.8)\n",
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" ax4.plot(time, data['current_BL'], linewidth=1.5, label='Back Left', alpha=0.8)\n",
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" ax4.plot(time, data['current_BR'], linewidth=1.5, label='Back Right', alpha=0.8)\n",
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" ax4.plot(time, data['current_total'], color='black', linewidth=2, label='Total', linestyle='--')\n",
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" \n",
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" ax4.set_xlabel('Time (s)')\n",
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" ax4.set_ylabel('Current (A)')\n",
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" ax4.set_title('Coil Current Draw Over Time', fontweight='bold')\n",
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" ax4.legend(loc='best', framealpha=0.9, ncol=2)\n",
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" ax4.grid(True, alpha=0.3)\n",
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" \n",
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" # Add average power info\n",
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" avg_total_current = np.mean(data['current_total'])\n",
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" ax4.text(0.98, 0.98, f'Avg total: {avg_total_current:.2f}A', \n",
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" transform=ax4.transAxes, ha='right', va='top',\n",
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" fontsize=10, bbox=dict(boxstyle='round', facecolor='white', alpha=0.8))\n",
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" \n",
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" plt.tight_layout()\n",
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" plt.show()\n",
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" \n",
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" return fig\n",
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"\n",
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"\n",
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"def show_current_slice(data: dict, t_start: float, t_end: float):\n",
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" \"\"\"\n",
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" Plot coil current draw over a time slice (same as bottom-right graph in plot_results()).\n",
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"\n",
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" Args:\n",
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" data: Dictionary from run_pid_simulation()\n",
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" t_start: Start time in seconds (inclusive)\n",
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" t_end: End time in seconds (inclusive)\n",
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" \"\"\"\n",
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" time = np.asarray(data['time'])\n",
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" mask = (time >= t_start) & (time <= t_end)\n",
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" if not np.any(mask):\n",
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" print(f'No data in range [{t_start}, {t_end}] s.')\n",
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" return\n",
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" t = time[mask]\n",
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" fig, ax = plt.subplots(figsize=(10, 4))\n",
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" ax.plot(t, np.asarray(data['current_FL'])[mask], linewidth=1.5, label='Front Left', alpha=0.8)\n",
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" ax.plot(t, np.asarray(data['current_FR'])[mask], linewidth=1.5, label='Front Right', alpha=0.8)\n",
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" ax.plot(t, np.asarray(data['current_BL'])[mask], linewidth=1.5, label='Back Left', alpha=0.8)\n",
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" ax.plot(t, np.asarray(data['current_BR'])[mask], linewidth=1.5, label='Back Right', alpha=0.8)\n",
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" ax.plot(t, np.asarray(data['current_total'])[mask], color='black', linewidth=2, label='Total', linestyle='--')\n",
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" ax.set_xlabel('Time (s)')\n",
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" ax.set_ylabel('Current (A)')\n",
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" ax.set_title(f'Coil Current Draw ({t_start}–{t_end} s)', fontweight='bold')\n",
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" ax.legend(loc='best', framealpha=0.9, ncol=2)\n",
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" ax.grid(True, alpha=0.3)\n",
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" avg_total = np.mean(np.asarray(data['current_total'])[mask])\n",
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" ax.text(0.98, 0.98, f'Avg total: {avg_total:.2f}A', transform=ax.transAxes, ha='right', va='top',\n",
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" fontsize=10, bbox=dict(boxstyle='round', facecolor='white', alpha=0.8))\n",
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" plt.tight_layout()\n",
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" plt.show()\n",
|
||
" return fig"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 44,
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": [
|
||
"def plot_control_signals(data: dict):\n",
|
||
" \"\"\"\n",
|
||
" Plot the PWM control signals sent to each coil.\n",
|
||
" \n",
|
||
" Args:\n",
|
||
" data: Dictionary from run_pid_simulation()\n",
|
||
" \"\"\"\n",
|
||
" fig, ax = plt.subplots(figsize=(12, 5))\n",
|
||
" \n",
|
||
" time = data['time']\n",
|
||
" \n",
|
||
" ax.plot(time, data['pwm_FL'], label='Front Left', linewidth=1.5, alpha=0.8)\n",
|
||
" ax.plot(time, data['pwm_FR'], label='Front Right', linewidth=1.5, alpha=0.8)\n",
|
||
" ax.plot(time, data['pwm_BL'], label='Back Left', linewidth=1.5, alpha=0.8)\n",
|
||
" ax.plot(time, data['pwm_BR'], label='Back Right', linewidth=1.5, alpha=0.8)\n",
|
||
" \n",
|
||
" if 'ff_pwm' in data and len(data.get('ff_pwm', [])) > 0:\n",
|
||
" ff = data['ff_pwm'] if isinstance(data['ff_pwm'], np.ndarray) else np.array(data['ff_pwm'])\n",
|
||
" ax.plot(time, ff, label='Feedforward', color='black', linewidth=2, linestyle='-.', alpha=0.7)\n",
|
||
" \n",
|
||
" ax.axhline(y=0, color='gray', linestyle='-', linewidth=0.5)\n",
|
||
" ax.axhline(y=1, color='red', linestyle='--', linewidth=1, alpha=0.5, label='Saturation')\n",
|
||
" ax.axhline(y=-1, color='red', linestyle='--', linewidth=1, alpha=0.5)\n",
|
||
" \n",
|
||
" ax.set_xlabel('Time (s)')\n",
|
||
" ax.set_ylabel('PWM Duty Cycle')\n",
|
||
" ax.set_title('Control Signals (PWM)', fontsize=14, fontweight='bold')\n",
|
||
" ax.legend(loc='best', framealpha=0.9)\n",
|
||
" ax.set_ylim([-1.2, 1.2])\n",
|
||
" ax.grid(True, alpha=0.3)\n",
|
||
" \n",
|
||
" plt.tight_layout()\n",
|
||
" plt.show()\n",
|
||
" \n",
|
||
" return fig"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"---\n",
|
||
"## Run Simulation\n",
|
||
"\n",
|
||
"**Configure the simulation parameters below and run the cell.**"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 45,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"Loading maglev model from /Users/adipu/Documents/guadaloop_lev_control/RL Testing/maglev_model.pkl...\n",
|
||
"Model loaded. Degree: 6\n",
|
||
"Force R2: 1.0000\n",
|
||
"Torque R2: 0.9999\n",
|
||
"Starting simulation: initial_gap=14.0mm, target=16.49mm\n",
|
||
" Impulse disturbance: 8N at step 5000\n",
|
||
" Stochastic noise: std=0.8N\n",
|
||
" Feedforward: enabled\n",
|
||
" Recording: video=True, telemetry=False → recordings/\n",
|
||
" Applied 8N impulse and 4.00 N·m torque at step 5000\n",
|
||
"Video saved: recordings/sim_20260221_225018.mp4 (2500 frames, 60fps)\n",
|
||
"Simulation complete: 10000 steps, 41.66s\n",
|
||
" Final gap: 16.55mm (target: 16.49mm)\n",
|
||
" Final roll: 0.137°, pitch: 0.011°\n"
|
||
]
|
||
}
|
||
],
|
||
"source": [
|
||
"# ============================================================\n",
|
||
"# SIMULATION PARAMETERS\n",
|
||
"# ============================================================\n",
|
||
"\n",
|
||
"INITIAL_GAP_MM = 14.0 # Starting gap height (mm). Target is ~16.49mm\n",
|
||
"MAX_STEPS = 10000 # Simulation steps (240 steps = 1 second)\n",
|
||
"USE_GUI = False # PyBullet GUI often hangs in notebooks; keep False. Use recording instead.\n",
|
||
"USE_FEEDFORWARD = True # Use MaglevPredictor feedforward for base PWM\n",
|
||
"\n",
|
||
"# Recording (headless: no GUI window; files saved to RECORD_DIR)\n",
|
||
"RECORD_VIDEO = True # Set True to save MP4 of each run (e.g. recordings/sim_YYYYMMDD_HHMMSS.mp4)\n",
|
||
"RECORD_TELEMETRY = False # Set True to save 4-panel telemetry PNG per run\n",
|
||
"RECORD_DIR = \"recordings\" # Output folder for video and telemetry (created if missing)\n",
|
||
"\n",
|
||
"# Impulse disturbance (one-time force at a specific step)\n",
|
||
"DISTURBANCE_STEP = 5000 # Step at which to apply impulse (e.g., 500). None = disabled\n",
|
||
"DISTURBANCE_FORCE = 8 # Impulse force in Newtons (positive = upward push)\n",
|
||
"\n",
|
||
"# Stochastic disturbance (continuous random noise each step)\n",
|
||
"DISTURBANCE_FORCE_STD = 0.8 # Std dev of random force noise (Newtons). 0 = disabled\n",
|
||
"\n",
|
||
"# ============================================================\n",
|
||
"\n",
|
||
"# Run simulation (gains from \"PID Gains Configuration\" cell)\n",
|
||
"results = run_pid_simulation(\n",
|
||
" initial_gap_mm=INITIAL_GAP_MM,\n",
|
||
" max_steps=MAX_STEPS,\n",
|
||
" use_gui=USE_GUI,\n",
|
||
" disturbance_step=DISTURBANCE_STEP,\n",
|
||
" disturbance_force=DISTURBANCE_FORCE,\n",
|
||
" disturbance_force_std=DISTURBANCE_FORCE_STD,\n",
|
||
" use_feedforward=USE_FEEDFORWARD,\n",
|
||
" record_video=RECORD_VIDEO,\n",
|
||
" record_telemetry=RECORD_TELEMETRY,\n",
|
||
" record_dir=RECORD_DIR,\n",
|
||
" gains=gains,\n",
|
||
" verbose=True\n",
|
||
")"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 46,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"{'time': array([0.00000000e+00, 4.16666667e-03, 8.33333333e-03, ...,\n",
|
||
" 4.16541667e+01, 4.16583333e+01, 4.16625000e+01], shape=(10000,)), 'gap_front': array([14. , 14.03629254, 14.06206169, ..., 16.51789156,\n",
|
||
" 16.5189227 , 16.52334894], shape=(10000,)), 'gap_back': array([14. , 14.03557628, 14.06362381, ..., 16.5680811 ,\n",
|
||
" 16.56757083, 16.57236683], shape=(10000,)), 'gap_avg': array([14. , 14.03593441, 14.06284275, ..., 16.54298633,\n",
|
||
" 16.54324676, 16.54785789], shape=(10000,)), 'roll_deg': array([-0. , -0.0063606 , -0.00985093, ..., 0.06098434,\n",
|
||
" 0.09360473, 0.13733665], shape=(10000,)), 'pitch_deg': array([ 0. , -0.00016298, 0.00035545, ..., 0.01142037,\n",
|
||
" 0.01106963, 0.01115377], shape=(10000,)), 'current_FL': array([10.2 , 3.61615276, 9.26194954, ..., -0.23376757,\n",
|
||
" -0.02632114, -0.47107261], shape=(10000,)), 'current_FR': array([10.2 , 3.50690985, 9.29036903, ..., 0.14049685,\n",
|
||
" 0.24760121, 0.09100197], shape=(10000,)), 'current_BL': array([10.2 , 3.62781906, 9.22587299, ..., -0.65815306,\n",
|
||
" -0.4023335 , -0.89536881], shape=(10000,)), 'current_BR': array([10.2 , 3.51857615, 9.25429249, ..., -0.28388864,\n",
|
||
" -0.12841116, -0.33329433], shape=(10000,)), 'current_total': array([40.8 , 14.26945686, 37.03248215, ..., 1.31630611,\n",
|
||
" 0.804667 , 1.79073787], shape=(10000,)), 'pwm_FL': array([ 0.67413193, 0.6058077 , 0.6137705 , ..., -0.01598036,\n",
|
||
" -0.01105637, -0.02465034], shape=(10000,), dtype=float32), 'pwm_FR': array([0.67413193, 0.60034555, 0.6106397 , ..., 0.01637118, 0.0182341 ,\n",
|
||
" 0.01486682], shape=(10000,), dtype=float32), 'pwm_BL': array([ 0.67413193, 0.606391 , 0.61245275, ..., -0.05389049,\n",
|
||
" -0.04753972, -0.06153234], shape=(10000,), dtype=float32), 'pwm_BR': array([ 0.67413193, 0.60092884, 0.60932195, ..., -0.02153895,\n",
|
||
" -0.01824925, -0.02201518], shape=(10000,), dtype=float32), 'ff_pwm': array([ 0.47465297, 0.46793458, 0.4629016 , ..., -0.01003434,\n",
|
||
" -0.01008556, -0.01098962], shape=(10000,))}\n"
|
||
]
|
||
}
|
||
],
|
||
"source": [
|
||
"print(results)"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"---\n",
|
||
"## View Results"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 47,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
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",
|
||
"text/plain": [
|
||
"<Figure size 1400x1000 with 4 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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jjTfmrt0jjzzSPkZGv3HQIH4LgdnqztkD9913n/2SnHrqqdYZhcMBMd29e3frOPJnjvM3fh2/hFnkPXr0sKniofdKvbw/r5x7NW5snqIoilI8NLKtKIqi5EC0IFgQsxjjRK4RRkT4qP9kHJEfpSYVlRRzIrjMD6bul/RpxC2dl6mdLXbtMSnYt99+u009poM3ApTjpDszc52JLPJ72SSNx5B+TlowAps6ZKKoCJ04QVMIRAypX2ZOMpF4zgfnkkgqkXQZAc4K7+nqq6+2WQg4SBDeiKqscD6oSaZ8gHOw3377pX4s55lzybnmtTmXRG9vvvlms9lmm9m/wdEgMwZkGjV/62rdN9lkk1z0lfcUqhn34dpyDc7kGDE3biwtXOOMNON98Hx8IYDpHi5nYWch6zHwWSL+eU+cS44BZwaN4+iPEAfnkNFmZCdwnfF4MhRIw8epwL0s09DJHnBZEMWeRa8oiqLUpVVVQ81NURRFURRFKRI4hKhHxgkka7SVaMiwOOuss6yDhjFr2iBNURSltGhkW1EURVGUZtljwEWSZdq2Es37779v/08WgwptRVGU0qNiW1EURVGUZgdp3swpZ1QXs9yVeGiMRn03c7WPO+44PV2KoigNgIptRVEURVGaJdTEU6NM93wlHmrTyQAgjTw0G15RFEUpPlqzrSiKoiiKoiiKoihFRiPbiqIoiqIoiqIoilJkVGwriqIoiqIoiqIoSpGpHmzZgigvLzeTJk2ys0flfFVFURRFURRFURRFqQ+VlZVm1qxZpmvXromTHVqc2EZoDx48uLEPQ1EURVEURVEURWmhLLvssmaBBRaYs8Q2EW335jt16mSaKlVVVWbq1Km2I2irVq0a+3AUJQ+9PpWmjF6fSlNGr0+lKaPXZ8MHAb/77jv7fyXd9Tlz5kzTsWPHkukjotEbbLCBmXfeeQt+jhkzZtjgrtOdc5TYdqnjCO3OnTubpnwxMYKDY1SxrTQ19PpUmjJ6fSpNGb0+laaMXp8Nl2Z84403mjfeeMNUVFTYVGMtb01/jZZKG/G5UHLMZ7HbbruZSy65JDENPI40n2mLE9uKoiiKoiiKoiiNxa233mpef/11c+qpp5pdd93VLLjggvphpBTaOCfatGlTMsE9fvx48/7775u77rrLvs6ll15qSol2EFMURVEURVEURSkCpBgT0T722GPN4YcfrkK7iTH//PObgw8+2Jx88snmnXfesWW9pUTFtqIoiqIoiqIoShH4+eefbafqHXfcUc9nE2aHHXawJb0//PBDSV9HxbaiKIqiKIqiKEoRmDx5sv3/wgsvHPk3r776qll55ZVN9+7dS5aO/eyzz6b++3Hjxpn33nsv1d9+++239tiz8s8//5i11lor8bjvu+8+s9VWW5kNN9zQnHnmmTbt22f27Nlm9913t8cS4sILL7THOGTIkMjXWmihhfI+r1KhYltRFEVRFEVRFKUIIBghruaY9OWll17appuXAjqgX3311ZlqzD///HNTKkaMGGFOOOEEG/GP48UXX7SOiFtuucU6C0aPHm2bmEl4jrPPPtv8/fffwefg9x999JE9v9TNR0G9tvy8SoWKbUVRFEVRFEVRlAaAKHKvXr3MKaecYvr06WOGDh1a9NfIKiBLKTg//vhjs++++5r27dsn/u0XX3xhdt55Z7PRRhuZlVZayda9f/PNN7nf9+/f3/zf//1fbMQap0G7du1sXTZiu9RiOgkV24qiKIqiKIqiKA0AnbC7dOli9txzT5tq7qLbZ511lrngggvy/vacc87JRXYR5UceeaRZe+21zR577GEee+wxs+2229Z5/n///dc2ZgNSqV2qNRHjXXbZxaZyI36JfsM999xjXnvtNfvlng9Re8wxx5h1113XrLnmmla4DhgwIPh+DjvsMJu2HcVnn31mzjjjjDoR6hDMvkZwjxo1ys7bJgNg1VVXzf2+d+/eZuONN7YR8CjefvttO0d7m222McOGDcu9z8ZCxbaiKIqiKIqiKEoDgIDceuut7YxmxK2LvjL3+dNPP7VNu1xdMv/m58yGJg17nnnmMa+88oo5/vjjzb333ht8/sUWW8wKaOjZs6cVzAjta665xj4Hr7fZZpvZ50DUHn300VaE8/Xyyy/bWdQnnniiWWKJJawj4IUXXrDjuEjtDsFrxQnpa6+91hx44IGpzg0dwknvpmZ7vfXWs5H/22+/Pfd7RP/FF19sOnXqFHz8tGnTbGQbob3sssuaFVZYwToRGhMV24qiKIqiKIqiKCWG2mW6X2+//fb233QsJ2L9/fffmy233NIKXReJRih37NjRRnJJpeax119/vfnPf/5jI9uHHnpo8DUQq127ds01ASN9++mnn7YR6L333tssv/zy5txzz7Vp2s8884yZa6657OvwxVgsIsqIY6LV1D2vvvrqZp999rHR7qhoNJH6YjBs2DB7HA888IA95kUXXdSK6ywp6zgrENuu4/gHH3xgx7E1Fiq2FUVRFEVRFEVRGiCq3aFDB7PFFlvYf1ObjDAm+oooRoR/+OGH9nf8f6eddrLi+c8//zTLLbecmXvuuXPPtc4666R+XVLA/U7gPD6UGt65c2dz0EEH2Qg4QhfhjcjHEVBKqqqqrMA/4ogjrFhef/31zZ133mm+/vprO04t7fklIo7TwDkziHa7c9oYqNhWFEVRFEVRFEUpMYhBIscIydVWW80K4EmTJtk6bn6+6667mk8++cSmkPfo0cP+GxDcfqOvLI2/EPg+pIaHBDTi9H//+5+tfSYKfvrpp5vzzz/flJrx48fb6L0cK0ZK/HzzzWcj3klMmDDBCnNSzzm3fO2///72d3FdyUtN20Z7ZUVR6gVpRtSxkP6D1xHvnaK0REh9oylKCGrN/IYyxYR0NMaP0JQmBI1otttuO/PUU0/ZVL9CIWXuiSeesK/Hc5FGh3FBXZ9SfKiTlMYbnWupT8Qwo/ttsSBKw+uQDpkGah/9OkyMbOo0idZcdNFFZqmlliroubmPeI833nhj5N+QyooBT3MhRVGKy6BBg8zvv/9uLr300rz9gvRsmqMxroq6aUQw+wH7gLsXV1xxRTN48GAzderUXHT7t99+i3wtf+wYUXGiwy59Hfi3e37+3ol39ltGbr311lumbdu2uZT2Unf17tq1q43uE23n/ToBPnHiRLPkkksmPp7oNc4D9myZ1k7WwJNPPmlGjhxp09IbGhXbitJMYTF66aWXcqlAKraVlgwGiGvAwoY/ZcoUu5mS7lZK8OzfcMMNkWK7GPBe7rrrLtuQBrFHd1pSB6mRU7FdOnDU8AVElPr27WuNYBrvHHLIIaaxwBikSZEDB8wff/xhmxtxjXBNYhhzP2CUFxOaD3G9q9hWlNJEtalvPuCAA/LGYFE7fd9999noK7XY2HMPPvig3Q+caN50001tlPeyyy4zp556qp0xjWPW1Wb7uAZiv/76qxWu7GGsGTQMo5s5Tdb69euXc77x9zwnDdM4xunTp9v65zXWWMOOKUPAyhR2CWIYp2AhdduzZ8+2kX3SvhH2dEln5vcCCyxgj+Omm26yx0tH9CRYG//73//arAEJ751zRbM3GsQ1NJpGrijNFNJ8HES3FaUlg4efRi/ui42Y/0dt/sWiIeZzTp482b7OJptsYiOPRFmV0oOjxl1PRIvp+IuhixHamGC0ymt98cUXt9kTZ555po2AUbsJGLYYo4qiNB+xzRoTmjdNjTQp0Ihd1iLELv930LmczBd+v9dee5n777/fCtOo/YJU7M0339xmPtKdm3R0oud33323HTlG9Prxxx+34ht4TiLv/I4ADjPAr7rqKvtvOplffvnldj44r+9z2mmnmeuuu66gc/Ljjz/a+nXSx4HsHaLvNHAjG4esHt6rH6n34bhIHyf93WeRRRaxa2hjdSXXyLaiNFNUbCtKLWzKjPnAU4/BgGGAkUCkAIOC9LsFF1zQbsR4thE0LgUc4+PRRx+10UOiyvyeyAMGBhu/M1wKTRXHc0/k+s0337QpgEQZqIHDwKAcxM1DpSkMzXJIDeaLdGIMorRpwkpxnDoSIi6Mu8FYJZ0Rw49rhgiRixz9888/NjrEZ0VkhpE6GJ+hiBMGKdck83H9ZkVJOAPdGdd+GjkRLKLS/J9rnbm2/A3pqO66Zd/gmiZdFQcPnXq5V3A8uDpJfs97iUs3VxQlO++9917k7+gs7rqLIw6dU82B0B0+fLh57rnncj9j32LPilov2Psk7DVuv/EhekyquIPoOV+S/fbbL3h8afeojTfeuM778n9Gbfl5551n164kgS0fxzGxh0fBPt9YqNhWlBYgtkl9TDvDUJmzwcCeVV7ajqJxdGjbOnEDLZTu3btbYYRoICJIjdZtt91mN208/NSnXX311baJipwJikAhNY9UPoTJlVdeaQUTkQBSvOnCihESla6XBOKFsg9S4zAImJtKOjBimtfhuEkXJGqB2KbmjBRyXr8xUt4KuaaqZs1qlNdu1aFD0a4n0shJQ0QoO7h2iJjwWZFNwcgeuvMyeofURLISSDnnmuvWrZuNPiFeub6kUQw333yzTWPkGiM1MwsYlUR3SKWk9tKHY8RZgyOAaBQinOvYTzOnppFrD0cSKaNEukhNRZhzjeMA4v0RMVMUpWlx0kkn2fuTGdQ4+VhzuJ+Vpo2KbUVpAWIbQ/6KK66wRpaixImi81/ua/qNnNJoJ2nVxbqYm/ZbK7NAolELszIdrokTnv3cc6+6qk3Rc79/5JFHbKTA1d8S+aa2DEFOZNmBaEKkAOKD2jSE+e67756rQUO8FwIGEQKOaCbHB0cddZSNwBPdpCbbjShBzLu0YCLvRBubepow53nEJZeaWV60oqHosMrKZrFrry1IcD/00EO5yA910XwR3XHXEOCk2XDDDXNRX5r0MJf2r7/+sv9+99137VpMs0rnjLn22mttKjoZDY477rjD/gwHEB1y4yB6te666+b+zfNQLkFTNyI+CHqfF1980V6rRM6JfOMMwAl78skn5/0d0XSucWB+Lu+PSLi8xnmeYs3MVRSlOODsYwwWWVI4iMleYX+jz4LStGk2YhtD5eGHH7aD39kgSG2gYY6izKlIsQ1E7FRsK0mUKKhcchAa1HDJBmm+AF5mmWVy35PyO3bs2DqNUogcI6oGDhxojRdwNWvgRAZ/UwzoPAu+QcTzk5LcImim1xTZQJQfQHl5uXWMIIpxzpBtQBomnxvjd6j1oxSBmmnKDxiHA4hunDgy6wFhTr2jS/v+6aefzHfffWedKkSRkyAt1KVlIrxJ58bxcvbZZ+ccM6HrjGi5rN/ESeDDsUo47jQjdRRFSY9z/hV7LjW1zLKbuFI/WPch5MCc48Q2aVekZJE6QZc5Ggyw6dCxU3p/FWVOFtuKksYAIKrcHNPIaQLoxDRim1paP61b1ttGNTZzxo8bZwKhZjXFaozmnodoud/IsNQbfEPAZ0lkuTmmkXP9SAcNThd+hsCmUdGWW25p0/hJtybLgbT+1Vdf3ZYcOOR1FAVCmc7C55xzjo16U9oQB8/pjov/kwGx9957m+OPP95GsEPXK5kQaQx7/k5RlNLinGI4sihPUpomODOBOd6lpMnv9BgqpExQ0I+3mag2NQvUuUXNXVWUOVVsF9uLqrQ8ECYd27VptK9S1Wv7kGLHF3ODJXQrJfrHXpKG+h6vmxU6ZswYK5zcFzWzfLUEOEetO3ZslK9iX0/OOcJaSrOdL774wtogZFXQcI/rZsiQIbm/I12biDeZFg5m3+688852pitgbBMYoIaakgLG6WSB65j0cKLXUU1+VlllFft7mZFBl19FURoeylEo/aD8SWm68PnQ6NLPgJvjItt0lcUzJGuoAE+voszJhMQ2nY5bTGqqotSTY445xqYFM9aJ2lQaYNHoik7jpIsTHU/CzfGmrhVh5XerdvDcs7zoLs3QSCneZpttbE8FGmchvt9//31bL0zdXRREwRFxpMIjtpTiw2gdnCCAeEZE0wyPNG5m2tL8jCgzHYSJVFHvT4Sax7h6bGwTGpdRS81oLtISEdVEycm+kxApJ0LO70nxztJwj4ZIiH2aqxFh9+u+icbzO6Luxx13nG2YxlxuyOKQ4HqnBwhNBEsd7VGUlgoOXUpUHnjgAbsmUPZKCYlmliTDWkxjR85VKZzzPDfrI/vwCy+8YI4++mjbAd3M6WLbbYoYTnhuaVBCdJsaPkWZU6FuB2PopZdesl2OMRBLvWAoSnOCTZSUWzq2IqIQPwgR9pK0MPuaKAX1vTRWi+oVwj3oQ0dx6m0R/HwhthH4REeJVPL7KDDUbrrpJpvCzMgwpfjQHM01SCOln2Z0NN3jsyTawRefH13iKQOgRwAN7WioRx038Dc4/3GccI3gjEEY+43JHJTEcQ2RTs71lAVK6egYTuMzasol9B+gWSDXOfNyudaZ20sH9Cxz27lneB4EN44FRVEKg3uJdYWpBP79qsRDZlGpy6xwdlKag01QalpVFaswrYT12ueff74V2DRFI1WKjrRsAnhx8T5LEOWkfvF3LiLRFJE1hw2VVqkoadHrU2nK6PWpNGUa4/qkcRuR+PXWWy/3M8aUEfFm1FyaxmzKnIGunw0LkVSmT5AtoqV+6a5PMjfJ7irF+omIZ20mO6g+mQboTT5Xpowk6c0mH9l2HlkiES4KwBsjwh0S2zKdtljdZEt1MfFBgYptpamh16fSlNHrU2nKNMb1SSSaxrFEvakPp/yAbArEN4ZgmpIJZc5A18+Gh4AhX0r665N1q5TrJzqxPvhlY81abFPzBn43P2rnPvvss8jH0ZigqUe2QSPbSlNEr0+lKaPXp9KUaYzrc6eddrJCm5FhpLTTk4BSOzqgZ6kNV1o+un4qTZmqZqKPnEO1RYhtxmyQSvDzzz/bWioHsy3jusnyATXlD0keY1M/TqXpQcMNyimYq0qdIXNfSSGkKQ+128VAr0+lKaPXp9KUaYzrk5Rxf567ooTQ9VNpyrRqBvooy7E1ebFNs5Fjjz3W3HfffTbKvdZaa9k521999ZV58sknG/vwFKVRuPrqq3OdZiU0gmJMnqIoiqIoiqIojUuTF9tAV086flJ/RLt2ond0B914440b+9AUpVHwZwc75KxXRVEURVEURVEaj2YhtuGoo46yX4qiGDNjxoy8e4NmgUAquaIoiqIoiqIojU9ph5gpilKymm3H/vvvn/teI9uKoiiKoiiK0jRQsa0ozZDZs2fnvl9ggQVy3zPHUVEURVEURVGUxkfFtqI0Q9x8v/bt25vll18+9/N+/fo14lEpiqIoiqIoiuJQsa0ozTiyjdhecMEFzeKLL27/zYg8N6NQURRFURRFUZTGQ8W2ojRjsd2hQwf7f0biuTTyYcOGNeqxKUqxOeyww8zKK6+c+1pllVXsNAr+f9NNN5X0hJeVlSWOmZTH5r7WXntts+uuu5qnnnoq93f//vuv/d23336b6rX5O/6ex0Uxffp08+yzz2Z4R8qFF14Y/MzkVxzDhw+3I0jT8uqrryY+p6IoitIyaTbdyBVFqaV169b2i8g2rLnmmub999+33//xxx9mySWXLNnpInpO9/MjjzzSrLPOOvqxKA3CLrvsYi655BL7PdkbNAPs0qWL6dy5c0lf9+233zY33HCDvd7juPjii624dowfP948//zz5rrrrrPZJ/xuscUWMz179jRdu3Yt2vE9/vjjVswdcsghRXvOlg7X0TnnnJP79xZbbFHn84vjggsuMEsssYTZbbfdSniUiqIoSktAxbaiNEP+/PNP+/+Kioo6TdKIdJWyVny77bYz48aNM5999pn56aefSvZaiiLp2LGjWWihhXJiG0cTorVVq1YlPVFpyzIQ/u74gO+vuOIKK67fffddK+TatGmT9zcNeXxK/mfFV9znpyiKoijFQNPIFaUZg/EOZ555pp29XVlZafbaa6+SGenPPfecFdoNVR9O+uwvv/xS0teY4+AzK5vReF8lumZINb/sssvsKLwNNtjAvPnmm/bnr7/+utlzzz1tqcW2225r7r///pyTyqV1f/DBB/Zxa6yxhv2bF1980f6eiPFFF11kv8+S/u3AEYBToG3btsE0co7jjjvusJFVskROP/10GwnnvUg+//xzs/vuu9vjI5qKowvuuecec++999rSkaR0cyU9nN//+7//M+uuu679bMhsmDlzpv0dn03v3r3Na6+9Zq8Vl1Z+1llnmU033dSsvvrqZquttrKfC+uxoiiKMmejkW1FaQG42u20YCwiQDAmqT0kJT0N7733Xt6/Ed6kyJaCkSNHmhVXXNEauW+99ZYVG0o9Qei+caoxo35tvFO56BrG7HkvSrToT929e3dzyy23WOFJlJJa69tuu83W6G6++ebWQXT11Vfb3gYuJR0QUwj1lVZayZZIXHnllWazzTaz0WjS1a+//vrM6d9kmDzzzDNmwIAB5rzzzgv+za233mpF2zXXXGOnCuDMevrpp82GG26Y93fUfXPcCy+8sH0MzrWvvvrKHH300fZ1iJy//PLLZv755zeNxe23326/klhvvfVyjhAHa9EPP/yQ+Nizzz7bfjn4bB555JG8n9WXjz76yDo9TjvtNNsPYODAgfZ6GDp0qHXU4OA48cQTzaKLLmouv/xy+5iTTjrJXm9cO3PNNZf55JNP7DVFX4EddtihaMemKIqiND9UbCvKHEifPn1s6jkGO6ngGMBp+PHHH/P+TUSnVGIbw9ZFk/bYYw8rNhBESj0pbdZ1ycDhQgTaQVYFEexHH30097NVV13VXivu9wixQw89NFfPvOyyy5qJEydaQY6gclCPTXkEEKGk4RjCHAePSzdOSjEmZRzR7F6bkgsauN15551mm222qfP3ZKIgromcO0F26aWX1rnHgHpihBuccsop5uOPP7Yinmg9NeulSE/PyuTJk1M1Z1xqqaXq/GzMmDGpHstrSDjP/s/qy8MPP2w/j5NPPtn+e7nllrOvw3nv37+/+c9//mPatWtnyxpwbrBGkU1ETwFq8uGII44wDz30kPnrr79UbCuKoszhqNhWlGYGqYkYfqSnEvk99dRTMz/H6NGjze+//26/HzVqVKrHYNRibPpi23VCLzZ+7TlRJBXb9YRoMlHl8monRqPQtmNBUW1Sds8999y8Bmm+wFxmmWXyGpSNHTvWrL/++nl/s9FGG9kO40QsXa+DFVZYIfd7J675mywg3nfccUdTXl5uM0Aee+wxm4qMCAuBWEaoySaDpJ1zvP369cv7WwSfY5555rH/d46opgLHRdOwJEJOAX6W5rHuvcvz5f+sviCQ/cZnXDPud4htCaIbhw4NKvv27Wv++ecf21OD68+VKyiKoihzLiq2FaUZjv168MEH7ffUBiK2Me66detmDfCddtrJfsUho9FEldIga6c7depkI41pI+JOIGVpZkX0SCkBfAbtOjW7U0t6rhPTXEuTJk2qk9aN8HFE9RNwdbSujhpcV39J1n4ECHd3fM4BRvoxxxjqcu1eP83rhMo8mlpjND/FOwt+WnlacIwUM4U86ryGrhnpFERss/buvPPOZp999rHTIQ4++OCiHpeiKIrSPNEGaYrSTGdsS5FANIUaQZotff3115miS2nFNsL6t99+y3UhJ+12vvnmS/XY77//3iy99NI2xTdttGfatGl1fkZqrqKkAYcSX1x7fgkFjhyuxzQU2u2cOl6i1qSXk0nigzDHOeB39Cd9PQul7sY+p0G9v18/zjXjZ0A4qOVnXaSunuwGHCtzzz23jWw3NYeIoiiK0vCo2FaUZiy2XWM0GdGjFjSOIUOG2O7GDlJt00A0e7XVVrPRdBpJZYE6WDolM7P4lVdeSfWYkBOA1GFFScsxxxxjm5RRG41DimwMukQfcMABdUY/ReHmeP/666+ZUrepo6azOPejq+X27yc6W9999922BnvQoEG2IVdWsc3xEeXn8VlT35W6HHvssebDDz+0PSM4p59++qn9/Ki7d2KbLAtqzGniSKM0F53nZwhzynwoJ9DPQ1EURVGxrSjNDBnddZFtKbaTBAGR7wceeCBzZLs+fPnll8Hv4wgdV7GbISktG7p1X3DBBbbEgjrcu+66yxx33HG24VhaNtlkE7P22mubAw880AqvLFDfS+dqxBtdrn3OOOMM24mbxmh77723GTFihM0YCaW1R0GdOJkqPI/rw6AUDiU4dFWn7p5MHDITuHZodOfgWqB+m3POqC+a3BHZpj6f7+kmz+eiYwsVRVGUVlUtLM+J+qk//vjDdqV1EYmmiKw51DRAJQtEWxgTBAcddJCN2tGYB0EAiAk66kaB4GB0kAOD8Y033kh9fVK/SMdk0iQRBUS6kyAC7yLyW265ZV5kPQoaWBEN32+//XLRd15XNpRS5kxayvqJAKchmhzZhYOAaCnjxpTmSUu5PpWWiV6fSlOmqpmsn1n0pjZIU5QWULOdJbLtdx9PG9l+/fXX7Xxi6mAR6MDope+++y72cdRouwZDgGMgDTgU+GJ+MA3g6Dqcts5WUZoDdCzHWXb++efbOl/mM3/zzTfm8ccfb+xDUxRFURSlCKjYVpQ5LI28ULFNaqVLAceLh1cP8Z0ENatE61y0nTnHND+j7jENRM7TRM8Vpblx6623mhtvvNHO+ea+Je2czBNS1xVFURRFaf6o2FaUFtAgjWZLaRuk+WKbOtE0Y7mcKCcCR5orM7dJJU+Cv3/ooYfM1KlTbRQPaCSUtcmaorQ0llxySduwTVEURVGUlomKbUWZg9PIqe9ebrnlbKp3aIZsSGzTjMmN/CJKTYp4aA6wz3nnnWebRSEwllpqqcSO6e+8845NG6cWnccoiqIoiqIoSnNCxbaiNDOYcw1rrbWWHcVVqNheeOGFYxupSRDULopNzbZr6OQaWaSZt52lsVnv3r3NySefbL+/7LLLzCGHHGI7kXPMzCdWFEVRFEVRlKaOjv5SlGYEc6YvueSSnMBmjjAQlabL9w477GDHzsQxevRo+/9FFlkk9esiqN3gAoS27J6cJpU8K0S2HXQkX2WVVcxGG22U2jmgKIqiKIqiKI2NRrYVpRkxbty4vOivg3rrNOO0aK7mGqyliUY7SBd3zDvvvHmPTWqSxkxjuisj0J9//vnciLI4hg4dmvueObYNORNcURRFURRFUYqBRrYVpRnhNzGj1joLdAF3tdk0LgPSs5NErBTUCO0ske2RI0fa1HXmEb722mvm0UcfNe+++27sY4hmO7bZZhvTrl07+z3zwGXNuqIoiqIoiqI0VVRsK0ozwhfX//zzT6bHI5LLyspsdPuaa64xXbt2tV8XXXRRarFNZLtLly55qe1xSDF+1VVX2aZs999/f+xj6FzuoIHb3nvvnUuBd+PHFEVRFEVRFKUpo2JbUZoR5eXlef++9tprC3oeupgToSaq7SLeadPIeZybkU3EOSnSLFPfZQ14HMzwdjDTW84dHjt2bOxjlZbHtttua1ZeeeXc15prrmn+97//mccee6yor3PhhReaww47rGR/H1Uysd9++5k11ljDnHHGGdYZ9uSTT9brORVFURRFaRpozbaiNCNoakYTtI8++sj+++CDD8797qCDDjK//vqrTTXv27dv4nM5wexHkkO0adPGLL/88lZ0Ex0/4ogjzPHHH59L704T2eb1cBYQVU8rthkphmNAHmuSY0BpmRx99NH2y3Xc79Wrl7nhhhvsjHm61TdXnnnmGVtqQYkEWSNvv/22fV9HHnlkYx+aoiiKoij1RMW2ojQjSPn+4IMPbESP7uBE/Bz9+/e3YhuByu/8+m4fV7OdRsCSxu1SubPiItuIdIQ2qeAuop4ktolq8z5UbCtcC8x4B67vHXfc0fzyyy/mlVdeadZim3uBUokVVljB/tt1/VcURVEUpfmjaeSK0sxAfB577LG29hlh7XB11MzEnjFjRvCxP/zwgzn11FNt+uuPP/6YE+RJke1CQTi4yDZiG2cBpI1sO5GtYlsJQVRbwnV16aWXmv/+97+2i/2mm25q/y3vB/ocnHTSSWb99dc3G2+8sTn77LODpQ5w3XXX2VF6aTJFouCewxmw1lprma233tr2LXD3Gynor776qvnuu+9sejzfu/4J/Pvbb7/VD15RFEVRmjEa2VaUFoLftIxIoM/vv/9u7rvvPvv9kksuaUUshn+pUrN5bmpQYYEFFsilnRPNi4u+I8x5LI8BFdvFg/M+q6J6/Ftj0KFNh8SsizRwLZNyfdppp+V+hhOJzvf33nuvvXYQuoye+89//mPTsrnuEL4I2W7dulln1eWXX27OPPNM8/TTT+c9/80332xTu5944glbT10I/fr1M0cddZQV9wh3+g3wvKTDv/jii+aee+4xV155pU0j5/uOHTvae/f66683PXv2zDmnFEVRFEVpnqjYVpRmBKJ4wIABtoaalNqFF14497t55pkn9z2igvpuH9k5HHHuxHbWyPaIESPMnXfeaY+H6GBUkyjZiRwB7UQW0XdeUzoIJN9//33evzlORpbxfxnNV7IL7cu/vtz8NeGvRjt1K8+3srlqs6syC+6HHnrIzmsHHDh8MbN9jz32yP3N5ptvbiPRiGnnUKIm+q+/qt8vI+e4Zm+//fackKXJ4DvvvJPX6O+OO+6w6ek0KltttdUKfq+Ue3BMJ554ov33sssua2677Taz/fbbm969e9t7B4GNE8qlyLt7wv1bURRFUZTmi4ptRWlG/PTTT2aLLbaw359zzjnm1ltvzf0uzTguKaqp2eaLSGCS2L7ssstsPTh//8ADD9h0XSJ07jnTim1EtoPniBLbPptttlkuQq7Uj1am/lHlxuDAAw/MXWdcC8xtf/jhh22kunv37raRHg0De/ToYee5Dx482PYxYGY7zf0A0Y3glRHjVVZZxX7Je4y0bq7XxRZbrN7Rd9LW11133Tq/w2mG2FYURVEUpeWiYltRmunoL6LbEilcoxqQ+WLbpWcnpZEz2/rzzz/PRRjTpnUvs8wy5uWXX7Y1sSuttJJN3ZVim8hjGoqRdqxUn0eiys0xjRyBzPXkIvQLLrigWXzxxa3A/vrrr82WW25pTjjhBPP333+b3Xff3ey66662bhtHkYPsiCQov3jwwQetM4uoN5HoQsG5ROTdRbYliHlFURRFUVo2KrYVpZnAuCNGAkUJB5lGniWyDXQJR8hHiREnqBFJNKVKOzYMQcEMYcd7771nU98RThUVFbHvVykNfIYd23ZsEafXde5G1BLp/uKLL8xLL71k08tdBHzIkCFmqaWWsv+mdpsoOPeHc0799ttvtuEg0XDAKUQkmlpqmhDusssuNu27EFZccUUbXXdOAhfRvuWWW2xjtlBmhzqWFEVRFKXloGJbUZoJRNgY+1WfyLZfs81z0vkb0R1XC+3ENiK7PqO4brrpJvsVB02kiFDyGtS78r2icJ2OGTMmT1zffffd1nlD13GueZxFOHRw8jATngg1j3H12ESZ77//fnPeeefZpmg4mBDVCOxFF1007yQTKSdCzu+pA49qVsbrIPJ9NtpoI9sIjTR3OpAfeuih9hj5HscZ6ewhXGNDyjZwDlDTrSiKoihK80TFtqI0E6644oq8fxcjss04ojRIsQ3UxyL2iU4Xu5M5dd6MQHKRS8Q2/z/jjDPs8S+xxBLmmmuuKeprKk0fmqO5Bmk4hhC/G2ywge1bQLYFXzfeeKPt6v3ss8/aBmOM2qILOXXcwN/QtIwMEWrAEbL8zQUXXBB8zUsuucRGtkknJxodgjpwIuA+n3zyiVlnnXXMo48+au666y6zzz77WCGNY4DX4x4Ksckmm9jIPMfHa/L6iqIoiqI0T1pVuTy8FhT9IOKx6qqrBkcfNRU47dSsYjBq2qCSBoQB6d4OBABiwEE67FtvvWUj1ltttVVwXNGee+5p/wZojCa7mcddn9THUndNoynSYIHfEamj8zMjjkJwL/I8RBqJ5EUJDAkNqlxDKYQ20UknlIgI4iD4+eefE59Habno+qk0ZfT6VJoyen0qTZmqZqKPsuhNjWwrSjPBTxv3I9s0g+IrDhnZTtsJPBTZdt8jtuMi23QsZ3yScwakGaPEAuaQCxivh9gu1UxwRVEURVEURSkmKrYVpZmKbf/faWDUUIcOHaxgJVJO8yai0vybaLhftwqkiiNyQ2Ib4sTvhAkTct/PN998dn42ab88hjFO+++/fyaxTXRdxbaiKIqiKIrSHFCxrSjNBJotUfuZZYyRj+xmDs8884xt2ATvvvtusD5Uil8ptl0n8zjxK3/H348ePdq88MIL9t/rr79+8DFxYjvp9RRFURRFURSlqaBiW1GaCXQ1pt564MCBwcg2HZqJ/NIcjQZSUd2OJU4wx4lY+XMptmn0RCTcjfEKRdp94Zymi3mS2CYVnpqeplzLoyiKoiiKoigqthWlmcD4IcYBkZqNuPVHEdHF2zU822233czbb7+d+Jxp5mXT1Oz000+34pjuyg5GKCXhhDOp64jx+oht0tABoU2teNQoJkVRFEVRFEVpCqjYVpRmhBtxFEJ2+pZdy+sb2aaTuExfz4J7Tiea6yO26YguZ3Gr2FYURVEURVGaMq0b+wAURUmG8VekTR9wwAHm008/tWMRfIgeO2bPnl3n9zNmzDBLL7207Qh+0kknpY5s1wcnnJ1oluK5vmJbURRFURRFUZoyGtlWlGaAE8cvvfSS/erRo4fZZptt8v6mXbt2sZFtxPTQoUPt9yussELqyHZ98EeGpYlsMx+cZnCIbll3vsACC+S+V7GtKIqiKIqiNHVUbCtKM2Tbbbc1f/zxh1lllVVyP6MpGoK7rKwsGNmWkWsnstNEtmm8RlTdb0j29NNP2+7mRNkfeOABs+eeeyZGttOI7V133dV++ay55ppmr732shHu0IgyRVEURVEURWlKaBq5ojRTfv7558hU8qjItqNLly6pI9uM6mLMGI955JFH8oQ0gn/48OHBSHN5eXlO9DuRzfHhFIh7vSj23Xdf8/rrr5tHH300cmyYoiiKoiiKojQVNLKtKM2U0Kgt1yQtFNlmJJjDiWwptqMi24hiotv8Xka3ZYOyUA05x4cgd48HHo/w5lh0XraiKIqiKIrSklGxrSjNFKLNhUa2ZRq5E8Cy5jvNnO0ksc3zhrqnH3744TbqveSSSya+R0VRFEVRFEVprqjYVpRmAOO3mKNdn8h2SGwvssgidma3X4+dRmzPO++8ue8nTpyY+r3ce++9ienin3zyia3zZq64bIymKIqiKIqiKM0FrdlWlGaAFLnFiGy7mu1Q47NiRbYLheeaPHmyGTlyZN44M46faDjie4899ija6ymKoiiKoihKKdDItqI0A4YMGWKbgv3www+xke233nrLVFVV5YnUkGj2U7tLIbYHDx5sm5kRod58883NVlttler15JxteZy8p2HDhtnvJ0yYkPr4FUVRFEVRFKUxULGtKM2AZ555Jk9oR0W2V1pppcjnmDlzZlHFtvxeCmTHwIEDzXXXXWe/v+iii+qIbZwC4EfW3XN17Ngxz6FATTnvmXrvGTNmpD5+RVEURVEURWkMVGwrSjPgpptuqvOzUGQ7ju22287cf//9Vqiuu+66uZ8jiIlC83wPPvhgarEtBXtIbEc9bv/99zfvvPOOFf/jxo0z8803X+xsbgk/I8U89HqKoiiKoiiK0pRodjXbgwYNskLh1VdfbexDUZQGw82mTopsx7HWWmuZk046yZx99tl5EXDmaJPu/fTTTwcfFyWaacbmotKhSLMUxFI4u8g0kW0ZbU8jtp3AV7HdtPjzzz/NeeedF5z9riiKoiiKMqfSrCLbZWVl5txzz1VDW5nj6Nu3b96/EbqhpmkfffSRTd+mG/lxxx1nU7GTcJ3JEbDMw/aFfZTYRmjfddddNr178cUXTy225TFlFdvuZ5pG3rT4v//7P3uNPvXUUzZLIkuZgqIoiqIoSkulWYnte+65JycMFGVOxdU6R90jNEmDAw44IJXYlqIW8euLXFLYR4wYYUW3/7vTTjstc414McS2RrabDn/88UfOGTR69GibJRF3XSiKoiiKoswpNBux/d1335kXX3zRvP7662brrbdu7MNRlCaJ7ELuj/+ikzcRYcTuoosumktD92uvfZG7wQYbFHQsUkjL45Ji2z9GUszdjPCkNHKcDkljy5TS45w7jnPOOcfssssu5j//+Y+efkVRFEVR5miaRc02DZHOP/98c+mll5rFFlussQ9HURqVCy+80EycODH4O9LLHU60Oi644AKz4oormqWWWsqm+jqkqC1mxFgKaSmw4yLbMj08LrKN0Pbfn4Tfvfbaa6Zfv362/KS5MH78eLPDDjvY+ufmAmULEs73G2+80WjHoyiKoiiK0lRoFpHtK6+80jZF22OPPVI/BmM8Lt22sXHH15SPUWmakNZNg7OjjjoqVmwjZOX1JYUsgtf9TopaUsXltZl0fY4cOdLO2EZY04BNIl+PyLZ7Lhnldo3S5PG/8sor9vkWWmihOq/vH6t8v5K///7b7Lvvvvb7gw8+2I5OS8vtt99ufv/9d7PeeuuZnXbayb4GDoqG4IorrjAff/yx2X777ZvN2oCDwOerr76yjfhKha6fSlNGr0+lKaPXp9KUqWom+ijL8TV5sU3aeJ8+feqkKiYxderUJh3R4kNyUURNhVWycswxx5hNNtkk2JhMiiCEsGPKlCl5kV/3OzlCjJpbskfk9Yn4Q5zPP//8ZvXVV897jT333NPen+715LUsX5v0cPdv+TeM/pJ/B9tuu23wOYCmb3vvvbcV3fI9+Hz//fe57xdccEHz7LPPWvEcd74cL7/8svnmm2/M448/bv+97LLL2hnnpb5PcTw88sgj9vt3333XHHLIIc2iR8UWW2xhP4+xY8eaMWPGmI033thss802kZ9NMdD1U2nK6PWpNGX0+lSaMlXNRB/5ZZDNWmwT5cIg9+u0iQBhkNKMJwRGaigNtal5RLp27dqkLyal6ULEletH0qVLl9z3dAmXv6+oqMh9v8gii+Tuj3nnnTf3czqR8xh3fc4zzzy20Rr/3mijjawIlUgxSMRa1n9Ts7vpppvaCPuSSy6ZOxZ5TAh9/z3Esc8++6QeEei4++677f8ZbbbqqqsmPlam2Lt/c65LvZ4MHz48t3gvscQS9qs50BjN0HT9VJoyen0qTRm9PpWmTFUz0UdZyi6bvNi+9dZb69R17rjjjub000+3UbUo+ICa8ockj7GpH6fSNEFM+9eOrIcm8it/L9O6EcXud343cvdz/i9T0Rn75b+eFNd+J/NTTz3VfvnIxyAui339k9Hy5JNP1vn5gAEDEl+L0WdEaEN9I0Kj1orJkCFDct8vt9xyui4koOun0pTR61Npyuj1qTRlWjUDfZTl2Jq82CYCF2KBBRaI/J2izAnI9O80DdKc04q/kbO0SQ13qdmkXKeZsR0SzmlnX++66662BhrHwDrrrFNH1P700082Sk5kl4h4Vnr16pWLTvMcdGGH/v37Jz6WxnOkvPuQEl3q5oz//PNP3veklJOWTXNI1zleURRFURRFaT6oBacoTZyoJgwhARY3+suJYX/29oEHHmi/QmQR22lTauiIzleIX375xWy11Vb2exps3XbbbXm/p6Yc8cxrkRJOHbkPAlXWeNNgMa3Y5vlDlLL+OCS2GXNInTkce+yxZuGFFzZN9drEOUGWhcPV0lPSkGbOu6IoiqIoSkulWYz+8vnzzz9znYYVpaWDoAld76HINuKTqDH10n6nbhfZlgI5iVJEtguZze148MEHbaMzmnL59eMyOu5gnriLjtOhPAkp1BtabMs0cjnbPMoB0BQYNWpUrncAjo1rrrnGfm44Bz799NPGPjxFmSPhPjzllFOsozGUqaMoiqI0HM1SbCvKnAQp3zQKZAxVUmQbAwvRhrBkXnNIyGaJNtZHbNM4i47pNDeUndALmc2dZSa4FMY0eFtllVXs9zRalII2hBS2lKqEBHwaCjFwZWR7/fXXT3QANKWxX5wf3rNsmNcQDgpFUepy7733mvvvv99cddVV5oEHHtBTpCiK0oio2FaUZsDll19uPvjgg8TIdhxRaeRJI/QKFdu//fab+fbbb83nn3+ed6yIsJ49e9qRYn/99Vek2A5FttOkrUthTMR1s802y5v/HIcUtjLVPYtw7NatmxX5J510kilEbFM3v8wyywSPqSnP2J5vvvnyOsur2FaUxkE6DTXDRFEUpXFRsa0ozQA5N9qRtWkW4peItz+zHgFK92saDt5www1Fi2xHCWcaoP33v/+1kffHHnssUxp5msg2x8n7IaUe8UfKuePLL780aY1UUvELEY6MJST1v3fv3pH19j6MZXPCFaG90EILNQuxLY+NY1axrSiNC2uO7JLrjzJUFEVRGhZtkKYozQDZPbxQsR01t5lxV84gmzBhQtHEthPOHKeMbMvIuj/WLymNXKYpy6i75JxzzrFfDtLH5fivOBDY+++/v31uOqU/88wz9udp0+A5By5CzblLOxqC88NrIPb5v4z4N2WxTc22A2eNim1FaVxwDEonn4ptRVGUxkXFtqI0cRCkb7/9du7fhx12mI3ahsT2d999Z26++WYr+vi7Aw44IPH541Kz3RxsjLeQ2KZT9v/+9z/7HLLG2R13SDSnFduhyDYdrh1pBbAUgH6Hdp+DDz7Yfrlj4xzy+NCx+FCzLEen0S09C5xnBCtf0unRlBukyWOjKRrp8w5NI1eUhsd3zrGWcC/KdVBRFEVpOFRsK0oThxRjCWKaLttRhtbLL79sv99oo41SPb9Mzfaj00cccYT9QniGousIbF9kl1Jsy8h2WrGNU4IUbR4rR1QlwXFmqW8nTV86K2QaelaaSxq5L7Y1sq0ojUtovSC6vfbaazfK8SiKoszpaM22ojRx/Lpf0r6jiBKyCNM77rjDdqilMVmWOmgirkSu00R3Q8LZf1yc2E6q2ZaR7ag08hA078oitAvB71iOk+Tnn38u6LlUbCuKUgi//PJLnZ9pKrmiKErjoZFtRWlmYpsIxciRI4PdyKOELHXLZ599tv2e1PLtt98+U9OxQqhvZDsUVU6TRs68Z94vgvWhhx4yDYV/PDg3+GLcGLPP46BpHY3qeH+HH364/Xu+SN2XncmbemRb1qhnHZemKEr98RtggoptRVGUxkPFtqI0cfxI9tixY4Mp3XENy+LSs+sjtv/991/zxhtv2NcibX3LLbesl9i++OKLrVOAn8uU8Sxp5B999JFtUkbtc1axTZf0QYMGWaH+448/2m7pNFWbPXu2ufXWW2MfG3U83bt3zzk6ouCY77nnHvs9jhCEdtJM8KbUII3PhesIxxAZBGVlZVqzrSgNDPdfjx496vxcxbaiKErjoWJbUZo4ofFRUV2uo4QsYtHRvn371A3Snn76afPDDz/YCOsZZ5xho5cSRomdeuqp9vsLLrggT2wXkkZOtJ7XCjVjAxqQDRs2zEaAo/7GRVRls64nn3zS/P777zb1/O67747s5M5z8+WO/fbbb7eP45hvueWW2O7i2267rfnkk0+s6CZ9nBFg0K9fP5OEFOoyep+FPn362OPefPPNTUPx/PPPm+HDh+e61nN+3n//fSu8ZbM4RVFKD00acexRt81a99xzz+UctIqiKErjoGJbUZo4cTXaPlFCNi6yjcBFgCPIfbH9wQcf5Ay2o446qo7Yjoqk4yC46qqr7OsSYZZIse+L7SSI6C+++OKRv+d1Q2IbUfjhhx/a76+77jpbwx3C1YG7CDqvhdjmOCdOnBj5OCAajuCGrbfeukHFNuJ+ww03tN9/9tlnZquttjINAePR+JK4c6AoSsNCVsm1116b60JO34h5553XbLLJJvpRKIqiNBIqthWlGUa26yO2/cg2EIlEbPvdyAuds02Ek5TwEPyO4+T4kkZxZQXR6rq3S2HsN1ZLEtvu7+VsciK4cWJbQlfuxRZbzIwYMSKV2JbN3goR2zfeeGPu+9NPP73gxmyKorQMWKteeOGFxj4MRVGUOR4V24rSzMR2XFftKPEr08hDXb5JlwY/9bdQsZ2msRaC20/nfvHFF82vv/5qj/GUU05JLW4dcj61fGyaWm9SMN17kJFtB8J59dVXT30sq6yyin0MKZ2MHmM2ehTymNxrd+vWzUbkyTagnjtudE+WzuyKoiiKoihKw6BiW1GaWRp5VHO0QtPIXYp4CCm2ZSO1+ortqOjta6+9ZgU3HHbYYUGxTf01DX9wIFx//fWpxHaakWHyvbq/l2KbWu44vvvuO9swjMfSLA6x/emnn9rf/fnnn2bTTTdNFNvSAUFjNtL4/a7fIWT6v3vNQiEzINTpPnS+qFHHCUNDt5VWWsn+nMZy1PJPmjTJHHjggQXXoCuKkg3WAfaH0CQHRVEUpXHQOduK0sRBrMiu2nFiGyF99NFHm5NPPtnss88+qRqkxeEENNH0UFOxKLFNN2oEokzrTkPSnG1gVjj14KRO+46INJHtKLEtf+7+Xkb65XOHIDtgjz32sPXajGZbeeWVc79LSiV3YlsKU+nckI4AH86v60DMe46LoMdBY7ODDz7Ypr8zOi2JoUOHmr322st2T6cO3nHnnXfa8XLHH3+87VavKErDwL3Hmsw64hx1LmtHURRFaSaRbRbt3r17m169ellDCiMRA48IEJ2I11tvvdiOvYqiZAPjCeFCKjEp1nH3F79jXJVPUmQ7Cve4qEhJlNimqZhrnMXc64cffjjT68W9phOkpNcTyZFCWgpiGgP5j4lLIw+lcqd5XGiuNI8jsl0fsS3T9uNGssmxYiuuuKLJCpkENI97/PHHcz+78MILzSOPPBL7uKgSA+rVHUS3FUVpGChZcY5D1rC9997bfPzxx/ZexQEaNYVBURRFKR2pV14iY3QlJoWTqA0GFQIbY5t/0wGX6BvdijGuiWxkiaApihLNSSedZIV2IbOwXZSUSCtiNhT5JEWaumKee/3118+lEUfNyk4S2/L7UPr5gw8+aFPBMQBvu+22TE4BP0odJbajItuvvvqqjcimaVKWptY79Hsev9pqq5ltttnGim7md5cqst2zZ8/c9/vuu6/JChGwJ554oo4Ax0ES59hRsa0oTVNsu+kIrK/uPmWago7jUxRFaaJiu2/fvub888+3qaSkGe68885m6aWXrvN3f/31l/n888/NM888Y5566ik7l9YfC6MoSv2gljkru+22m/2K4oQTTjDvvPNOzmBbYIEFYmdly5R2fsffyRRw6RAIiW2cdt9++639/tZbb82JujRp5PL5/NFhCNyzzjrLiu411lgj93P3foC16b777ssT0sWMbONk5NipY3bp3XGQBr7ddtvZ55eR6bSRbWlgM2ubRmo4R9z5TWLgwIG57xkfRu05x0JUWmYHFCK2ZbRfUZTSIudpI6zl/atiW1EUpQmL7QsuuMCce+65tjYvDhrk8EVkm2gJqYjUASqKUjhEJ2iw5TjzzDNTPY4067QlHVLAIuycOE2KbMOqq65qM19WWGGFvOcIRb8d8vkQ6u7fTtzj2IuqTZci3BfbNCELNSLbdddd6whUX2zzPnAUEuF2nb8xWLfYYgsrupM6kTthmbUhGFkE7777bp2fp41s09yOkh7+ngwjMiBCDo4oyDAAMh5wViC2XU12fcW2ppErSsNBdhKw7nPv+mJbURRFaaJi+80334wdNxRip512Mttuu22hx6UoipjvLDtM+03BfOiEzZxlRGnayKIUxFIoE3HFSKNpVhR0n/ZJimz7XdN9sR1XVx7VcT0OUsp/+eUXG/lBGIbez6KLLmoOOeSQvJ+RwfPll1+meg0XYS5WqmbayDbN4hzO0cDfp+kqTg8O18RsmWWWsdF4Bz9fc801Ix+rYltRmhausSHrHc5KKbaTGjwqiqIojSi20wptIiIvvPBCrgYzq0BXFCV5znaS2EZAEWn2HxeHFMSy3pra3UIaHibVbEcJZvd9scU2yLTyYsP7dTXf9K3wwelBc6IsEee0kW2JjNYjuJOi7DhyXLf4ZZddNk9sE9mOQx6TfF2NbCtK40a2XV8O6fiT5SaKoihKMxr9RW1ft27dbD0otaTvvfdecY5MURSLL5qTZi47MUr6uRNSzz77rE2lpjvtDz/8kJhGXl+yRrbTdj/3fycbqkFWJ0OpGhM5nn76aZuSjwClMVspItuSNCPOJP/880/uez+ynUVsaxq5ojQuOFldqrgrAyJbx0EjW0VRFKXhKXgOxE8//WSjXohrjGUMtdNPPz3Y5VdRlMLxI9nMco4TlL4YRewyeso5wk455ZQGFdtJNdtSbNOgC8EnBWvax8KOO+5ovvjiCys6cUrEifaQ8CQNk8eSPp7lsVJsy8g2z+WiTa422oc0dUa78bd0nWdOOiyyyCLmtNNOs5/NJptsEnwszgUyD1wWkd/QLS793zW1dPiRbSnEQ6jYVpSmg6zJdpFtef+r2FYURWkGYhvjivptRDYNmzBGMeZvuOEGs88++5TuKBVlDiZrpFaKRNKbEWuIMkdoJF99xPbFF19svv/+e/tazHTl+QtNI08T/cWxt/HGG9tUcz9Nmmgu54u1yk9FHzBggK3b5thoeiaFJdx77722Mzog2N24rt13393079/fvpZrHubD62HgIqyl2F5iiSVy348YMSL4WJwCbg637CaM2L777rtjz8Xzzz9vjjzySFubyRz2rJFt2bF83XXXtU3uqPXEwcOs9KRIGjXhZE/4kW0+X/4vf64oSunrtUEj24qiKM1MbGN0UYv99ttvW0OVKMvNN99sDd4tt9zSLLnkkqU/UkWZQ0mq0faRItOJ7KT51SGxjQgk0szfM+7PCVEfxk199NFH9nvWB8R2oWnkaaD7Nl8hnMBEdPq15q+99po577zz7Pfdu3evI7alOJWiFaGNc3GeeeaJPCbWQYxdUvcRoVIwO0aNGpVqPncW3HMS1eK8ZxXb33zzjf0/opn56mQhMBaNNT2pxv3aa68111xzjb3GqEd3LL744nnOFkVRSg/ZOL1797brkKvVlmnkUc4+RVEUpQmI7X333ddGPEhxJMrjUpOS5s4qitLwkW0ZuXZiOymyHepGjmBCaEJcV2pfqBPRpKRkv/32s/8OPbY+YjsOKbbjXjMkBqNEr/veRc3jGsaRzi0bQ5ZabMvUdCL+ckRcGrFN+vrXX39tI/MuCn3iiSemfn3ORVwzO0VRGgbWcJyjEtbiJ5980opuykQURVEKgfGk7PUbbLBBXhNUpYhim4Wa+r2ePXtaQ3LPPffM1QQpitKwYjskJJPEdlJkOxQNlyI4TlBJgegEHmuGjKr4/Oc//zFbbbWVFcBxEeNiim3pUAgJ/KjItnt/ZBjgPMiSGu3SqZk3XajY5vPg8wv9buDAgbnvl1tuubzjTuMMPfXUU+2XoigtD5xhRxxxRGMfhqIozZyLLrrI9O3b12bB/f3337ZcTsvEityNnBm/Dz74oK0Duv32223K5Mknn2w++eSTgsYCKYpSeBp50hxnKbZJa04T2f7f//5nhg0bZtOs+f9DDz2U95i4ZmFSLKed633ssceazz77zLz//vtmvfXWy4nDddZZx5annHvuuSYrrla7GJHtkNiOen9//PGHueyyy8x1112XS8uWuOh2GrHtHzcbmvMmh3Bim02PpnLUonMc1HpTg60oiqIoilIo2C6//vqr/Z4eLcsvv7zVf0qRI9sIaow4vjA2aZJGI6MLL7wwN96GOkVquVV8K0ppI9s0sCp2ZNt5KG+55Zbczz788MPYx9RHbIcgavzzzz/XSb8Ode++4IILbHSaqKzr3s17dfXS9Ylss4bJ1HgZoccR4Xf4pqcF9cvu3Pudw3kvdP3m3PC6vuMiLrLtPstQ0zo2PZdGzubHcZNG6qeSZoUoPA3v6LBOBgK13CHOOusse75JX/edIzTNZHPG+fH666/X63gURUmG5o2DBg2yWYcbbbRRUTOGFEWZc6Fnlx/0SRoNqtRz9BcL+KGHHmq/6KD78ssv28ZpNEgi8k0jpUsvvTTr0yqKEsGKK65oRZWruUsS2yeccILZZZddbMkHqcVpItshAZo2sh2K/BKxplEPopU+D7KOOQrpEIh7PcRpr1697Pf//vtvYhp46DlDYtuJXhwP8hy7c+giyX6UWUbJQ2PO/LptxGnodUNi24l+OWbLMXz48FzmgjzGtCCUeZ/+9YRI3m677XKCOkpsd+vWzUyYMMEKcl9s8/nT0R1CDgZFUYoL9yPNDYFGac7pxjqBrcbor2222SZxHKCiKIqEKTM+0vZSipRGHsUqq6xihTWRpjvuuMOsuuqq1gOiKErxQBxLr6IcDxWCVGz6KiC4XSOLpMi2L66z1GzLCIoTjjfeeKN1yNFckQhsGtIcY5xoThLbUgiH0sjd433BS9TYQeTIRx5DSFTKUWB0ePeJE9su4yAU2ZazvQsxoB999FF7bZF+/sorr+R+Lmech47XCXWEdlRZg2ygQqS8oTNBfvvtt9TXnaK01NFf7j7HeXbIIYfYjBVFUZQshGxOjWyXQGy76EkURK2IaD/yyCOmR48eqR+nKEo6nnvuudz3jHnKyt57721OO+00G/UOjeJi4ST1t5BIcyiNXIrDkHAmE4aa4tVWW81GZBpCbKeNbPuPlWJbNiQLPVcoss0Uhw8++MB2/cYh6SOPOyqyzbnxxaNM2ZfiFrFJV/Kk9G1mgvOcbKRydJd0DkhBH2XYNzWxTSd8xpb93//9X4O+rqI0JtzPDtnAVjriiG4riqJkwdmcsky4VGL7gQcesJl6OAjp6zNHpZHvscce5vzzzzfbbrtt4t86Q400QqLdGJmKotQPmerri+I0ILLjYNrAPffck/czIiGF1my7KDmPC/VxQNj+9NNPeY3D0kbS5e+kQCc9m2aOiNdQpDdtZNvvsOmnkfvI5wo5JRB+cTOrTznlFLPTTjvZc+ILfXksODCimrXJz2Drrbe2KdxcM2ySUePEpGCWxjlCGQcqztKoyLb0dIfEtnwfoRT4UnLvvffa/9NXJGlUm6K0NLHNfS/Xg0JmbXPf0Oxx3nnnDToIFUWZ88T2kksuae0U/l2qNPKhQ4dae5Qv14NnjhHbN998s22Gdtddd9n6yx133LFO3SHQDv7zzz833bt3t2mvPE5RlPqB4OHek+UbcbAIDhgwwAretdZaK7bZmCOppjousr3SSivZRmUYeJtuummeCI4SzSHBnDaSHhWhRuAhNOMex+vy/1DdOgIS4ew3AkGIUgvJ40IiPimyncRee+0V+TuZhYBolcL5v//9r/nqq6+s6F5hhRXyrg/ENu+D5m10d0+KhMm0U8QpqeTUekZFtpPEtnQSNKTY9j87HChZZ5crSnPEOc9Yr6RzVorttJFtgiW77rqrzXihuWMhPSEURWlZYhvnG19ObLPfJvUQyspo4eBPY7u2KLGNwU5K4rPPPmuefPJJO/4Lw3qJJZawxiXGHtEpPB4s9Iz1Ofjgg2OjU4qipPf0ybFRvqAwdCsX0Tv6JjDCC2hguN9++yW+RlTTNFKgMbQ222yzyMeSCu5HxV1kO+p5k8R2IWnkSSBC4/6eiK5Mf5bik1GHUSRFtuuDH9mWzDfffMHPRRrXcSUHUZFtcGKbjS8UHZZiWwr1UGRbpsmXGrlR77bbbiq0lTkG5zzz7+WsYpvSEoQ2EFnC0XjrrbcW/XgVRWn6YDM5uwmhzd7+yy+/WBsPO0CWnRWDUcLWLfZzN4tu5BjNRx11lG16RHrRt99+a0UAhhSLOV0uN998c9upl6HniqKUZvRXntj+5Gpjxg8yZt+HjWnTrk6U2oneJA9klCimoy33fVYKiWynTSMvVGwXEwzSH374wRqjjNyJi2wjavv06WOdkiuvvLJ1XqbFj2ynIe0otqgaT1h66aXtGDZSyZkjjkNFIgV0aMRQY4ltHASOxRdfvMFeV1EaE9Yh1xvBv5dldChNGvkRRxyR9+85qfcO6zQOCRyb2vNBUaqd/GQv4rhH/ErnOhqw2IJ4dI3DHAd/yJE/x4z+wpAnfZEvRVFKjx/JZs79//73v+p/9P+k+v8j+hqz5PqRc7YZz0QNzFJLLZWbzZwmjdzvUJ6W+ka206aRy8dQT03aNIKXGulSpiDx/phlG3dsDmrTaSAJF110UR2xzXHzOASqL1zjItv1FdvOOOd8+Z/TVlttZd566y37/SeffFJHbCd9VoWKbTzmZAqEzm0SvI7rAwBkXinKnIDMYPHFNvc2RitOvzSRbTIYJY3l0GwMKIcikATsscVOkW1qcD2QtUCgjMkhiuLDekLDVce1116b+55U8qjRoIWy77772j4R2C6ycWtzp+W8E0WZQyLbTz/9tHnqqafy/6iytpFESGwjjhDtUeOQokSx/9pxx8hrYJiRapQU2Zav5/4WQXf99dfbf2+xxRaRryWfUxqCiMMzzzwz1739oIMOMlmMjgcffNBGktk83Jxpualg0PJ6ZO+E0rNJtw9FeWXNsBzz5cBrzOey3nrr1RnNQ2M7+mRwXL7gZdY4kVxek3RyJ8zTim1Zh+Uj3z99OOhkL0lK+S+kZpt0VYxdoAspgj8LfOayEWBL8oorTZ/GnCcfNz4QyD50YjuuaWCocSRO2jkFee5w3oXW8+YGQumcc86x2af8X0J5FCWilIYSUZRjHxUlBCXCBFsJ3NAwrdhccMEFdo1q6CkmpUbFtqI0cerUaEPZDGP6PFH77/fON2bHa4xZbsug2E6KNEdFtkmVTurozO8RVxhqCFVS8QpJIyfFmshvEkRiL730UmvYyrFcMvIb1agM0Yj4I8XY99BeddVVue7gvtgmpRBx61I2Q04LRh/KRmVpxDYpmu65QiPZ8PBGdQNGnLooFM0pyV4oJLIdEttkBmB4RdWx41jAA43AYNP1WXHFFe2mTIQ7TTdjDFsntOHtt9/OLLb9zdk5COTzKkopoLfFY489ZjvhH3/88UWpW+T+5h5waxH3OPd2KGOHdYRGhaxtobGHiG1mz7NGsyaE7umoNHMmyvTr1y+xMWdzh3X9448/zlurW4LYpncFDVPfeecdu2bLZney5FM6UBUlCmwuaXcp6VCxrShNnGB0+ftuxvR9Mf9nH15mzAmf5wlqV2+XJdLsC0hEzIsveq8lQIi7TdtFRkg9QohFGXVR47vSwGtdc801sVGZKLFNVgDvh2iyFNtSqIdEr/wZrxP6THjOENJg88V2GgdBGnEpXyON2Ebgu2MJfUakb0WN/QKi7XxFsckmm9ivtPz444910smzEvKE09CT6E1LTwdVSgvrKCMXcdKRYUIvC643BC5rAVkxQGZFMcT2McccY8UR6xyvg9OTyCQglsjaue666/LWHjc5ILQ2IbZZc/k/GS1ZxDZcffXVNnOkJeOX6YSykJojCG3HkCFD8sS2zAxLk5VB5tXll19uU+wL6eWiKHMqKrYVpTmK7Z+fj/z7QiLbUT8P1QCGQIwSnXQGi2xUVWyxHUUasc17wXiVnbjTiF75M/42lG0QiihB1GzstMcchXwuaTynjWz36NHDGt7+XPHGwE+f9/9dqNjmeag532GHHep1fMqcBZku1P8jTslWIWJ8xRVX2N/RqZtxWPS+oHTFieBigtCWYknW0w4aNMj0798/8rGhLCSi7jgak2bOR63b9JVo6fhim4wc9rSmsD4WC9/pmFVsM0YSR+27775rHT6NVTahNByUGbB+kAFHlljUKNFiMHLkSHtNRTkDmzOZ3f103o2qwcOwk5uEoij1xxd2my4fn9rmi21XT52U1r366qubddZZJ/i7JJxQDNX8hWDhJjJDcxbnISeSQHSGdSSqtjyONMLV1fFOmDAh77zKx6aJbIeOLyoVX4pwP1qS9Lqkk2LYMMKNVM6QuOTzlp9RGrFNdgAiYZ999jE77rijaUzYT26++ea8n5F1kNUJI+vozzrrrNz3ffv2LcJRKnMSOGj22GMPG8EmoitFKOUkiF3SjnfZZZc8wVEqp47vSMraOIj1IUlo+5Htxx9/3D6ODJU5wVkVakB55513mpaEPykoq9iW+17ahp1K8wbNR1nXM888Y/dY1r2XXnrJPProo+bVV18t6mtdc801dqQpZWi+vTPHie3DDz88Ly1FQifgNDWXiqIUHtlunWAz+aO/WByTIthstIx6ContKBEpcUIx7QZMtODiiy+2DVswap1hwxgJvJrvvfde7ON5HUZXye66WcQ2QlsasElp5Gki24jWUBYC0QQnuLOmkX/99de25m7//fc3b7zxRt7vnJD2vcB04Sb6RfSeDbKxSWqyxzFKI59rkFTcNE4eifw8Zb13XBRQUULI65HothTbcZHOrNdsFJQ+OFhr/PXGz8wpFvJ9Mv4PMYZzIVS209IIRfUZe9jcOfLII3Pf33PPPXn75FdffZX7ftNNN80kntI2T1WiwelPn4em7BBmvJfD9Wc54IADzHHHHWduu+22or7Wzz//bP+PxlxsscVMS6Jt2u5wbvPhBrvyyiuDKZOkVVHDpChK8UCEkcronFxJYtuPbCd1jpb1rXz5pImiZI1sh0g7+gsYn8X5YL1xtYpJUWK/QzUGK15U/7Eh0etHtv0IAWCURkWPSCUnJTFrGnnc6C8nLv0mPnxeyy67rKkvbKR0IsebjdB35wrOP/98W8fP9YTX269X59xS20rUevvtt7epaFHQfA6BTQMozgFjv9JE4eLEthxHEuUcVpQQ3McyaOCPgCLFPIq4cpwsJHXzp2mZXxLC2s06xZxshFMhyLGQc1ITJNa4ljTOFhGHY9fPenrhhRds1JBmoL179857DI1N6ZWRdgRYsHGrkgkCDvR7oOkhXf+L5awrJnK9o/s49gXrDPZIXJlaIYypseWiGrO2+Mj2TjvtZEW29GS5f7svNiMMJpqIKIpSPEhlpJNs7qZNECIYDYg4Ito33nhj3qzsOGPQNVOrT2Sb1yRCQCQWj/rDDz9s0pLWKSB/L9Pg0jQbk/XnMjqUNbKdNc3dCeI4sZ2Uvi6NbtZc91yFdMzFW41I/vLLLyMboVHvTE0qf0MWgZ/eTrMdBHIInCU8L8ec1GgIEU8d2KGHHmr222+/YHfzNMi0eqL7brPWyLZSaCQnq7CQYrU+yPue9WbttdeO/XuyCqnJfuihh4LOJYIl1FseeOCB5u677458nueff94+ntT5YjjsionM0Co2pMy3JEFJtHSZZZax0UHGKErIUsAmwK7P6izaa6+9ct8XUurVHLjsssvsuWN/LDWusSL7aSEO5oZcD7EznK0RZc/Ulyk1tkJLmAJQUGR72223tV9w2GGH2ch2aMSNorQE2KgwWoiektXB/xsb6YXuNSh+gSPqGjXSI07ESlFeqNgGhI7ckKO68yJ2EcsIRzymWcS2i3xLsZ0ljdy9fqE121mNMIQfx0RGEI91kbIkB0FUZJv37YzPQjzA1KS6Wvn777/fji7ykSPB/Lni8ryHPiveC8YDny0R/ULhPaatT5Vzw3ltRqHhMCBigCMpzXWsKGlG1UVB1/BiIK9VHFYIX5diGUI64kLrF2sro8SA9ef0008PPg/3TdRon6QRkKWkW7dudo1izXLvIy0ImVdeecVG/KNKAKLWc0RXc0Tu5UcffbR1nsjrJyrzIWnflWtxSxTb7LFuSgnlbaVOlcf5jyOb+7tYWTHFhPfvItvSCY4YpoSv2GJ7cs3zyaayc2zNNt5TFdpKSwYD/ddff7UbVJQAbWiIXDhml2fbAIgcknZIlPLCCy+M/Lszzjgj+PMsaeRZNm/WEUS2a75TiNhGjDnRKY3BNGJbRmuTRK8facoqtqmN43HDhg3LS0nNkr4uDeqosV8O5m9ff/31uQ7KPvLxUWJd/txv0JSU8s97dIZtVrHN57juuuvaz4qU8rSP8WvYnXHAZxU3xkxRJHElDw3B+++/by699NLcvxGJlHHEOX3l2hASlLK8b+zYsamPhUg3accYv3HjH0sNWVKslTgG00a4cQiee+65dlzbKaecEhup3Hrrrev8jDIYMjWbY22y7B5PwMB31PijFh0EGeKQtkApMw0ai0Imo5x22mnWQfftt99mehz7orNB6I/QFHEBEcBWc8jIdrHuj4qKitw6NsdGtiWc+AceeMB8+umnwQgPxu7HH39czGNUlAbFNatAMNChuykgDah7DojJKunb3Zi19s/7EWKoPh2ns0a2JXHeWieo3QaXFC2VSIHH4zECPvzwQ7vw4yCJet2oyDbpdqTrI4hDo878NHJqrG666Sb72swdTSLKYYGj4c8//7RrKc3h0ka23d8jgkNi+a677rJdRFmPyUTyI1IyUi0j2MWKbANRfAyKqOkVwOdFpIpsCIz6NdZYwx4rggBDJG00msfggceIdHVffEYyuiUzLhQlijvuuCPx5JA1wbUaJcxp0Me1v8oqq2SaT839TIdzibt/4pooJYltfsaayX2bRWyzB7oyjIYsxyATheZka665pr23cTTw/llr0jh/WZd5rDxmJjrQ2CnEeuutl/dv1synnnrKzqRGCNG7ormMaKKfBn0HCoGRdnFssMEGdh/iM2iK9cX1JasDgSAImZCufC9LcEaWqzTVDIpQczQphtF/rD1RY0/9e7pv37623DjU80Y65VtiZDuz2GZcD4sWEQe8Of7cPkVpzuCpI6oNbPJvvvmmrZemoUhjpdARaad8w1EZ50jsda+ZsNT2dqQWCz8GBxME6kMawYP3/JhjjrHNsCRxG7Jfd11IzbZ7nDMw+YziHrvyyivbenKcAzJD58QTT7RfcZEVGsfwOMQtkYNDDjnECjjGYHDNHHzwwSYrHLffXCxNZBsjEAEZlc7nNkPEbGgzTBPZjhPbaZrZpYlsY/gTGYCdd94514WeaBTimYh02hRwztXmm2+e+zfXPf9GdCOOFCUJjEf/WneNpdgHXFduHEQ4MLGB/BE19Djgy3dKpSGLEM4itlkXiW5zTzlnlM9rr71m0+BxPNIUDmeejKbHpbEXG2qDWQuITN9yyy25DKCojCUfHI2+c4DSGdbKkKHv27F77rmnraclVbaQaGdjwBhHIIIfl31KphsN1AqBc0ivDhzSdOlvaWTNZJTTUKJ63kRBeZOD++6JJ57IlXY1RbEdimw7mzmN2D7kkENM9+7drS2LI8tH9nbRyLYxNnrEDNOoOkxFac6QKucWXDZmGsoAiyACpzHwjaPKhLQdxA0pxIDRVB+xTdQ1TYoTDXxCG1WWyHYhaeRZDVq6VCOOs4LwdOKTlPAtttjCvjdGbGEUYoTI5jHFIq4buSNkPCZthmki23Fp5PKcR33G7jXjxLZs3iMNRBeFxlmAQVNI07TNNtvMfmEwINpb4gauFBeuc5cWSaQK5yGOHyKiODAdZLNQlhOaBbvlllvmvic6ixFNcCJNlpQ0aAExn2b8lFwbouqSndhG0Ifqr3Esu2kUvAfENo5ABC5i96effjINAcfmnG6cc8Sha8QYlUEVl0btQGAiashgCoFjmm7crGdE36ijZe2huRzrXZo51D7vvvuuFac4onEY8t7Yz0NZTPVBZpgihOOCYPVJ++VzoIGezBBrymDDsTeTYZLGjsnqWKlPx2wptnHk0UcBp35TapQmO5HLPVi+b+wL1sg4qqqqrNB2pcghsS3rv1tiZDtzWBrvTVNoGKUopQCDw0GkzUHDmPo0eqoP/uYYG9kOjP4iHdcJwpAREgdZLGmNjNBGlSayHRLbSa9ZqNguBoyqcucWUfjoo4/ausoo0QqU3TA7F+9ultouPktnOMWlYyeJbZ9iRbYxIKMMOye2+duo9Dzp+Nh7771z38vNmzr3+jiLEAx8ffPNNwU/jzJnICN+3NuI6mOPPbbOWsY97NJHk6BBFQZm1vs9rgmV38QtKbINCy20kP0/96LvPGMtk2Mf3YxbHHmkywOR4obYA/3xkZdccknu+7SRbRnV3n333XPfRzlaWd+cw4JzQZRNOtelMEoLjhhem8ZubioH2RBk2pDNU8xzKZ+LlPiQA9YRytzwHQRRuHU8bdPKxoa54nRdx8ke5ayWyPflmkLHIdO/d9ttt3ql7PMZhma9NyaUDdCdnWCT1H3SvkiTJTFOlOxFOXxkZFvFtjE2ovPFF18U/ukpShPGbdJ40PEySt55551GOSZ/Ybrlw1pv45ips8zwSTON/Iv2IuXW1cnsuuuuNkrzyCOPlKyGKRTZjhPbzilQrMg2Dd7OPPNMc/vtt5tS4htJlBgkbcx4rul1Qf2m3GQRgPycbrtEUHzwciNaMTKzdCtNEtvFqtmOc4okzQp2JRJuc5VNiqQRQ/ZAmkZO1KkTRZTpfBi1ruN9qa8LpfkjDUc5V95PGc1K2vRw7nd5T0XV0PoiPI3YlvezP47Pb6Qo+1bIEgxXulJK4pyKRFVJEc8itqlhdmsnDoVQui+1znJkGuJAjj4rZKQba5Lbuxm7htPQ9TPCUUP0vFgdvX2hUp/yzjjR6I43Tsw3JcjCdfcfDu8kiH7zmZEBQQYCjfXikOVNWeu9cQT7hDJlGhMycq6++mo7Gg/h7WdP0Lk9TcbOUG+cYsgmoSEhWYMEho477jjT0sjsnsJoZ2EmWkbqaMjTKCMUitJcIBXLGfZstDIdEEgxi2qwUurjkoycXCtqJ06vNhymzCw3XTq2Na08sY0AziJifdJuIHj+6XheSBo5r8F7xPuPqON4kyIYfoM0oMaO98u6dPbZZ5ssnHDCCbbuGmFLdoN/nljviIqQjhzaKEgVjCNKuNLUhkZr0KNHj1xEyRcAvvFEXR4lD4hqNiYMt0Ii2xhNUcZ5mm7kcdeTTF3HQRGKoDsRQiRbRhVkSnlobrAPxuvXX39tv3f9DbiuPvroo0bLgFCaH3JCgS+2cai58hwJEx5uvPHG2OfNItTTRA0LEdv+RAVfbEpkKqs8D4XW+mYhKeKL4R6VCu6Lbd4Hf0uWGus66w3CmWaMUY5iateJakuxnTUjLOQ08BsHs66RIUGpS33x611L1UvJpRUTgaUZJVMjmgtZxDAZCFwr2HxkphAZL7Q7OwIaUcooMTJScMKQCRcS1gjw7bbbzjQEZJBgRxWStk55IvZxmuh/KBAzduzYOvYATiJ3L+Dw8G2OOU5sEzlyRmKoEycfnIrt5g+bOQKiseqUGwMii05EkDaO8EFgubThuG6wpSRNjdWoyTNNeWV7M3/n9qZ929Z5i5xc6OLEr5v5KKEhEO/fpRJGgSETmt2aJo0cOO9ZRgqec845NvOAzQLDievVvc+4uj7EMml2bDRsqGx8QD0is8xZv0LNuDAyQ7OoHUkbVpRwTTMbPGQ4Yeg888wz9nu6F8eJbfd6GHYIdPptOMHPcUUdO+mOpNDiKPBHcDESh2slThiQaYBzCtEd6vDu0jXBrwHMKrbd83A9uGPyN3gED0ZzaIawovgRaP+axLA89NBDc/edQ3a9jyLtPFqyBpP+lvsR5+TFF19sHUsY8Nhc1FQSjYtqJhgnthHUrjeI72RuTLHNe/WzavyofAi3ZnBOWBOkHcP7jBPbzpFLM83Q6M20kFVz22235f7tZ8oVc3yWvGYo/apP87K0UxvSpGU3NpQg0NQZsohKuQ6QkYDNwDn2BWIasU0aO7Y04zgdlJ6dd9559roikutGUzbUiEp6b7FmYDew5mQtC0iyB6WD++abb7ZrCk4LIuQuc2ROGyGdWWxT96m0fPAE44nFk3/RRReZOQGZruo25/322y83wqixxHbUTGdfgo+bOtuKbbQ2GwsiHTGXNrJNTY5sWOXAA5u0uIYELs4KabAkie209XjAQi0XaxlFiHsenA2uBlgaju7xvI+QuK1vQ5uoyLYU22mb//jGVajxVyiyvckmm9j/05zEGQ1xDV4QyFFlB84BFYdvtPtIx44vbKQgziK2Za0X55ONnjRSIP0U4yKt8FHqwn1CV2qupZY4iUSmSfsimjWVLuS+2E4jQNOmkae5Nlk/+MLhxRc2Gc7HJDbeeGN7n3Bf+KUj8r5hlnWU2PadsaVAruU4+RAGWcQ2x+iO06XAy/U7JGjkHukc0jI9lqwnBALOuqSouiyFYV46Uc0oyMIqBvKccP4Q+YUGvdKWK1FSSoQ7lI3VVJCfexonDfg9VbC/eK/sHzirXdd3/2+jxsOFst5YD9y+xJg2F9FNqqeX1yMCmcZvhYDTENuD16Zx2UEHHRT8O+4VbIRCx7wRwPBLVOozdaE507oQr5f8osMlKYDyZ8WGC5BGJRhveJi4MPr06VP011Gq4SZ0KU94z+cU2PgQm9R9ui7kGJTUkrhU6cZIRY2KbEfFu1tVVeQ826TcpY1sR0VE0ng9faGIEKZOGa9uWrFdH6SXPU5sy99JoeuiKVEjLFzddLHFdtrjzjqTMi6NHKMRAYsnviHH+cQ1TWEfkfCenKFUqNgGogdSuPN3Wce7KLWQ4sg4NbcvkBFC8xwEH925mXzAfd8SxXbUvUbasSNKePgNgqIoZH8hpTMNpK7SqO2hhx6qk7HG+kQDNd6zX4Mps1IaIrLNWkAzSa6lUDQ4STTJ9cI5ZKnFxfFLh/lQmn1oj+Q4nKMBu4B/77DDDtHO76oqK8hkevA222wTu//Vp5t13Dmpj3M4zZhFRyibrSkhz28aIYv4dE5pB1qDEiVq/Rn/GXW/+tkSkGZ/jeuNEgLnE07jqOBI1gk3jCylhC10PTMdgUwPHHWFIPt7HXDAATY7EAdUKGOWYNYrr7xiS78aYp1paApqKYh37+6777YXIEYfnhFSVzBq5DzgYkH9JRcHDW6IgLBhMEqBTU5TAotPU04PYqPjZkRMFssrLA2prbbayn5JqN2iUQ2eahaBhvbk+pv7/9ZbMFJtzyyvNB0ry+19QVo8xqOMRsR5KIlWMv7EbySVZvP1hSJNVvyaR5877rjDpnhxTNzXpOyzobH5ZO3smSYd2xlSMurvR1Oi6h15DAZMVFfaUqaR00ANUcN9SaSZzU/eo6GIOPcHmzGi2xleOE0Q2K7Ojnrtxuz6GZey62rwOeY091uU2PZfxwmfphyNKSYIX/boQo0lfx1ykRwivNQp06mWNEics66ek0aSacVlU4NgwaabbmojOqFxNtzniFJprFLXKe+7UKNDzkdo3JaD+xKHYyENyJIySNLg1xNLaFxIuQ3redr00fpANJrry0FPCylaksQ2ex/HS902wRkXyeMrCim25R7p112zdvO8TDfwQfi4Glb2USLgvA+eL+RMTjObOC3+Ock681lCTTv3eprMFcqZmjJSyKapAQ7NoOezTNM7wb++cHL7tqRD1oBnEdusITg4eF2+0EFcj1nrrrEB5GfHPebXX2NjuOsoZGNQUvzCCy/Yv8M+8bUY1xCZAI7rr78+Vq/RJNbZnmQJtLSpV5nFNjMfGV+DcUTBP911neHGyWQBkWkW9QXjlg51vI67QNngv/zyS+tJpy5QKe3oDRaAuLFGDQmeL0QhRjibQjEyKZI2FtIGs3h7Sx3Zbl2zsFYF1PbQ8dPNipUV1qPPfQPS0x4X2aY+N9QALk1k2xepaVLR/Jod7mXqanFqJIlt15UWzzKRNumQiEvHZlNC1LJBZIlsA1EfJ7ZZA2UNVinTyBEvrhM+mxFiO6khEhun71V3hkHW+iwehzHn3gPXIwKD40DMR9UHInL5nDi3pLv59yrXCMIGIRKagZp2H5F9CUJiG6cc+8WcJrZptsN75/NDELtRhnwuZO8QdZMdZpNgjeSLe82NniKNlOeX81izphojbIkaNoW0dLpG8xUHhqDLdvKRdZvsGdwfXG+cI95nVH034i1N1/0QRNTSiqNCIArV0L1bcMT27NnTro9E3RAUzmGUJLaxTV1mWlpCaeTAfUIASe4vOFNCYps9wcH6yBeRPLJBQuO0ohy7heCfE/YH7PFCMhNdL400UfemPm9bBg4QhKx9fhaVJJT15KfjY0Mgynke6dTw91XEdpTAd+so/8/iEGCNkF3MCXyyx8qJAWlgP5S2TigbKW4yg7vGnHMwNEEABx7p7rDpppsmBkalg7apX1eFkHl1xgOCd5PNm1peJwRIDSCdKTSsvD7wIdOlWHqXuNj50tq7hhHbTamLr6sVxahJO+c0jltuucWmyTGPMYrGFNrAQrrnWrWLT+saJ2Zk37QRP5n11l3X1hmRiifFelLtTchgS/P+fZHDa2fFXWdp6oNYyCknIYXVGWVp07Hd791jMITda8cZQDI1L4vQBjY2532WG2qaNHJ5TO7vkyLbISPCXQdZxrYQ1cKIYPNzBifnDRFHWiYpaHGOMVLyGDnn1126DZjsKIwHmgkVStJ8Tjfj1tFco65Z4X07Bwv3iYPvqRck8pY1pd4ZlM7IDK0NWRrf0CgIZw3XSHMBR0PUaBrSLrk3EMA4yGQaNE0kowg5J0Odz0MQXWLNpBmYX0/e3MBpwzVBNuOrr75q7Ux6bMj7uhRdiqNKrVjfcJLIutOobumh9Zt7jEhkqMcFtbx///13EY6+OkVXrsXc+4xCLJSodcF3rEbV+jYmXB84ajknMo2ZDFycJHHRYz8DgX2Je8t3wrtu975zTRIXoCJQwFrK35AVzPOTMRPqvyLxS6pw4hTiOMamkJHskDMoSWxLuyMktmXGzwknnJB4TCq2PfAOsYFwofipC4wFK2QeYRxcfKRiyAWQEUNEmKi/iQLDUr8KOwfyxiHaiTceMYKB1djnVOLSgevzhdHJ4syGiCDg2uIaR1g09nt1X6TT3Lb/8nliuyqulrvHteb03de0Gw1zReXMYjaEuNcKCTHu9aRj9EUO3mA2KTJh0r5POU4q6W+lIOfalOKTiGvcY51RxGP4tzSe2PSiHsdmGEXStcjvXaSAzd79XDoJot633NQ4Vn7mi+2418ZYlFFlSiLoDHruuedap0XcY50Bwf2AqOVn0skZd76kk8A9thRffrM4//c4BaRwIbpRqmNpSl8ynZmMEYS3f707J0zcF+s+awnXnLse3F4QEtsYtGmPEdHK/5mBi+3Q2Ocs7VdU01B+R3kb2URkDbhMIRwQGK9RzxdyMOJkTeO0RKBi9PN/nKVRr8Fx4TDknsW53NjnMPRFd2bfkcH+JzMJKCPEYcQ1XYzXZD1mn3Rga8rf44z3e2CEnsc1vJKw1zD1IioIRXZmMd4DxyhTlpkUVJ+Z6FHrgptGJOdYYx8QbCPK2tjXD180pOP9U5bmwz2I0I16rC+2KXPj574IdteAdErw+cv9NMnpz99ge3L++D+fF8cd997kCDoaGZKtlLT/yy+yjjg/OLTo1I4DkOufYGbob6XYTmOXyC+Zkr/kkkvm3W/vv/9+HRtbiu3Q6zXVr5KlkbMpREU6OYlpOxkWCsPm2ehYwIi6RMGHX5+6lVIjDeZC5tyVEnmTsBAgQGkMgcFOSldj1nlKEFXF9HKTxoyRxCKJN70pfS5f96/1xj733RjT7ciVzAQ7Y7vuzY7hVfHHB2bmgtVlFxjZGMXcD/wu7pyFxldwvxdyntmIOIdRjyXNmTQjNjgcdW6jc5tPHLJWinVH1uVicMY93o124f7j7+QMXNavqMfGRb05v0nHzIgu3iMbj/tbJ3y45qIydWR6mhPO7m95rwj2uOwTOhXL88MmSnqkOxdxqcRyQyUSQ/RMpgzz+7hUOQevn/Ua4nPF+GY9IpooUzfl+kkqs9yfQq8jPzuaBra0GZ5p6ilp/kNWmrxWuHaSxg8RZeR6IY3XOWJJO+QcRq2Rac+vW5fcYxrzc+G1WY8oS0kCY5DZ1NRMSjAiv//+exux4vpEZBMFc2mRoffHtRyadEHTuVANaRxR1z/w2bnnw7CVa9CJJ55o72VK9fwoFMfHtcT9yOcVF+SoL6ERgSEQx5x7t5b7ETXWTJ4L54K7RnEwcu+zFsixtTgdk/Y7fw0OnWN/9rlb193fIthCzSqLdc1nyVhKguMK7XehtYL3jSilc3zaz6+UvP3227G/5x6IOud+1Jvz4JecAcKY5/A/TxrosR85oc09ldQDiWsrbZauLAnk2s567XBvUIbrGibeeeedOdHv46a2+Ndx6HoLndPQvnzeeefZ8V8IbdZJmVru1ib0BeesqeojSZbGvpnFNhsRzdFoPOEiPZwMFnJOomthXwrwGrEw8tq33npr7N/ivc0ySqehcR6RuDm3jQWGAQY4CwzNwRAJgNFAhCMudbTUUD+FZxtImWOhv/LKK4vy3G4kCKlSMgWIz4rrDsOfa4r02IamXdvahW3ezm3N1NmVZtIMNr66106r1m1Mh46dTYeaSOqFF15oLrjgArugIybTduuWhmWhXVNJp4yqJSR1idFMLnrh0pQ5x0mv52/qCNi99torl+Ic93hnRGBU8XdyFEzce42q9UKAYmwkHXMo9RzhTNQXozHq8TKFy0XI3SLPewmlq3Eu8XqzweHJj4ImUEnjvxx8jvytNCrZA6IeLzMBeEzWa4hMExcZpHxJjtyR6ydGLJ8555EsjtDrcH042MSL1QW4qcJaJQ0zxAXRC86VrD9lrU/af5xjxh+JwzmUtfCONPevg9GKpEE7I6sxPxfGJRH1oRyOWk95zYSI+v0bb7yR61rM+0lqFBkVFKBreFZYo9KsX1wD7u8Q264nBGLKj9ByrzlnKBFmV4dZCqJq4UNwXKH3Sp00ziD2MpmlRwouTg3EDdeoy8rAaeLgc2fP8jM2/LWM5yV9V947oXWY9dMdY0hQcb6Ldc2nmfeelqhO6XE9TYrZXb0+JN1vEHWcvsOCXgUE9fzu2O7+CWX2cD9jQ7Jupmk2nLQHS2S2Eut51vMtS66i9kqHdMpyrft/69tg/u/l9b788svb33Ne3P6DmHfNWsGdY/YkOZq0qemjQptJZxbbeCYwgDDkaHrDiaArKYX7LH5+J+NigbDCoOV1MbySIuiurrsp446xqR0nzgwMdDYUjCEJBpdsBFIM2HCImHPjxaXqgvQwUu/EcRbr/Lm0GTYt+Zx8T/0YpQsunaihP7Ml5q293o/fYlEzfXZdL7qjyh2f9x7SNLkLecfZUJLeb1S2Q5y3XUYl5MLMpp30etIpgBHINSujFWkey+NYs9icMbK53hFtUa9NEy9GblBmIJ2P1IIV2nArVMucVLPN8e2+++52s436bDjvNMjzPfI+SWJLfq6cHz9TgXMX9fjQY/2abTZezrlfV+3XBxJJ8B/v1k7Og/xMkoQGm3pTW3OLjXRGs2/iiHK41Efus/o01Yo6hzgj055fmT5NxAXhE4pWNgRE/oEaSsoOkt5DqEmWs1Wo8eWaS7O/p83AY19KSg1mbYt6PbmOsC64v5OCVPaWcPBvjGVKghCsrJmlasaWxXhFOITeq8viceffQXYMYht7g3Tc0IxiPtOQbSnTiK+++mqbLUSDYFmHHyoFoK9M3Ofv1vP6Qpq67wxLA5F+nMU+nCP/uPjc45pcuUy2xobMC3cvZz3noVr10ExoHFQ8RyibAfid77TiuELOybg9NKpmm7/nOiXTF7uViHoa5PrhnEVoN7JXcXTJyQYyyo+w9o9ROl7keuKQWTkL1tyLck+X+zB2gBTbUhs1hWsqiizHllls8wHhuSWN55tvvrEGKBcvxh91NPWZ7xcFncivueYaG9WkzqApn/zGhg2RdE9uvkI3RBYQzjGbsz/GhM+82Fx11VVW7FCjRrOkuOP2xQMNVLLC6DA226h5sCEPMbNHEduIQtJjSjFPPi4ieuhttWmGFZWheHb+pvjnv+PNniuvbL2TdGbFQZUG/9zT4CpN2QDijhoi5qOmRRonvthOQhrkWRv4UV/Gwu5ENw4e1pUkWN/44r067yxpl6XubB1qkJbm88RATBLbSWl/ckN1Ke9yE47zjIceK4050sgQGlGfny+260PcsbREqMt3+M3nnGMCZxNZHaXYs9NA5JZxL3KfZ50tpINyMXBGNQ6sNN19yfrCkRFaO4iOsnemiTzFpSJiX/FcZP6Qop50H8Q5KmSmnxS1SZMNnAjFtuBYEWiyD0gxIZiTllCkWNZ++plIUlwjUnCK+FHQqPVSrh84GxE61FtzPtx+Ja9l4HOj3NFBRp4/GjfUWKoQsI9d064sRAWtQqKTc7PnnnvGpijjgGhskuyBuHMeet+hmc8uQhxylPEzrgu/ESf7WahDPGsEeoqAE6+F4znKpuCxOBJYW7DrnIOF10wzZUTa87wGDUpd2QzXphTb8n2H7IRQgzR69aAPJWQ7t6+5zuTzyJpw7ilnU7XETuQFiW0M6p122sk2RmgI8LpwgSIeqSWSXiY2lqZSP9wU4NwQ5UEsc/NSk5EV6jG5OdhAevfubTcUvtw4FAw1buxiduhGaAObBYJWjhmhrhdjhkX++OOPDy6kjGKJmmcYgvm9RKqjCKUL4/VzHRsR6Q0ptv0525UJTRn+GTfdTG1bkTO4ZZp0En4kmvT5tN2F/Y1HPq5yxgxTOXOmaSuMmyixnSayJR+bpW4Gss7wjvs8GsLxJw3gLMYZYjvJOE9KuZNGpjMwZGQ7LltCHrcvcLnP3fWCUZrk9JJ19YWAoY1h4rq+tnSoZyWSwnmP2yMxCAsV21nvO6AxD6UjNN6ktMWH3zWW2JYiLe19zbEigkMRK7dHEuFh7yJtEuclZXiSuI7wCHrK5/gcGYcVAqPZGdFxJUL1FdsO9pVSie2ksV7sTy6aiLjzR3yxj7i6Yt9od+PqXP126PqNEjn+PeQ+Mym2cR5K9t9//7zriDnMlOE98sgjRRXbrKOuMTHOGWxlmRofR5QdFxKRUVHcpkbIYSJ7Q2QV26G+CfSNQpyG+kZho4b2K67dUBo+eyi2tiuPxAaPug7psu5GYkrHBrZ/1AhOiTwuXoNMPY6J9YUgVJZu5CG7hPIlCRlVMuNwfiG2pTOipXcih9aFeKNlg5xSQ3oDNwkXAp055RdeZaUWaubdgkjHeDxk3MBZOubhWcZzjfBF5LJ4n3LKKbnRFXwWxRpXEcJf0BHZ1JPhaCGiFpq9y4KXJf1MdnQMEVpYpCBws5YbCv/zq7R54vGPGTy+1imB44Xmb76Rl0ZsZxnl5xsvslHJkOOOM0OPPc5UCKHWWJHtYsJ4Fa6Xzz77LPFvWa+oz2KTypIhEmUkJ5EmqlbfyHac2I6LJsvIa1Q6Ls4C9znXN7LNOaSBD9cZ6xkCqbnBOkDmCPOxk2YyIyYo7yKNFWMRJynv2V9fcSIWUhsMhaR702ma/SMktCHLXlVMeF2ZfpyFqPXKraUIYAxOSp5wHmdxWvB5cb/FGdIyolWqyLbc/+S9W2ySsk7kmkYQhi72EhmM8T9H6SCPOudRtg0TDXDWISZkAz259/jrWChqjG0lKYbYJpPRORhY4/x1P+56jlr/Q6IzqZFiY927PiF74L777kt1zgna+JMGopxh9GwI9Rjg9UNZk/SmYOpN6L6U12ZafSWdpGkDKjKyzZrCNerGKiPEpZOFDECcAOwbXP+h4/bXE9/Z59srCwghLSPbfCb8jrW0KTTZaxJim/SqpI2+mNAlk9Ti0BfGhBK92CFQmbOcxbCUG+kDDzyQ89jTxdYRlX5dKNL76xuDbCQOFoOomqEsxrhf34lgIGPDEbrZ5c8aumOuH9m+q8ewJK1dZ6NHaKfxdvtp5EkbrEQaMNSyybS9qhnVG+AskeomjVQWZRZ/hGvSrMmQ2GaUDdcGaahkOmQ18BAkhUTqAGOYpjxJ8Pxsdq4LOsdN4yEaMt1www2RjyPTA6cTUZy4mjkfeR6jDK5ii+2KygrTZ2QfM2X2lLzH+gZOGrHNuuCi23GRbTJx+Eozq5s6cWrsXdPH5gIGGPcHazKOHdb1tCC86YfBew7VHyZFknHAMgc7bUZAfSaS4AyJiuCWEu5JZ6RnjaxQyuSiUiG4D9y9KDv8OuLWHRxD2FtxAkHuD/UV21ENsIiwO/zSsoaKbLM3+eskGRJpxXZccy9HVBkUTgiELNFxHKYhYeffHyEnjG+jce7rK1KlgwD73HeY0NXeQdAkTSO1lhTZxrHN+8ZZQnM/pitEveeePXumarAWB7Zo2uw5Zl2zz8lmi6E1Ikls4zBNygqRQl7WT0sbQO7t/J6mpGQyh2wyRDo2JUE97JjQVAVfbM8fkUZO3xbuXWfLtUQyi2286jRBI02NlC885/JLepCU0oMYIi2Jzof+2AJHls/EX6jdDYGIcbBwFfOGwBiMWuTlwoj3LiqKUJ90Xs4bTU/iBIj0Fked51JRyGbcoX3d9LA0xrLvec0itmXkXBqAeccvvpefJZ5djDiutzSRNjyobABsOFyzXBsYpUQe4tIygZp7Uv7YWNmguHd4HgxV6vjimpOw/hV6/clrCLGNoYWhTkMpmplFQR0VdVDPP/+83fhIuULkcs78mbQSuUESUaO5ZNzfJKVPOrEtnU1+FOWdQe+YW/rcYq74+gp7Pt158TddaSBGpZGDMwh4zyEDkOuTiCF1bFmdLPWBa9p3gpUSxLWMXnDtpkVGRUNOi6QGXezzZJb5tXhRuBnchRJlDJeSOJGWBJHlpHpJZ0xjSPvnJkpsM5aHZrRJja/k85Uqsi3XCcrKSpVNFCcYMOSpXZf417M04P19PKqcQpZEJjmKqI3GWRf67Px9J/RcftoxjrM0o+bikLXarKX+ZyivTX7ni2aai0pwylHukFVsN5XItl8+iXOBfQpnCXZslDONDEAaG4bmpWfNxk0DWaMu+y9NZBtHAeUCziaT9hzBIrJZk3DBK1LIk+qok8DpRI025wyxHcp4iRPb47yadkdL7cmVWWwjqFlUMA5JW/bFNl9Kw3rxqAdDsEZFLrmp0yLH68i0EIx8PHYukoUoSzsbsD4pwdILy+tHbYZZ3mMIuWmHPJsygtfQkW1/Eztik2TPdMcOdcV2mtpMvz6bbtlp36+sbZLe5SqMb1NlKqsqi1Z3TaSF4+KaYM2RrxdXt+hG/DDajppW5sfK6ziuvhVjI026eBTSYMWolBtR0jFLMI557zgN4j4bKYSZkRzKcElqoki5Dg4BMlzcyD/OH/cLo6WkEw56DqsWgcOmVs+p55rgnvbT5tNEtuX9zz0Qqp3j/TvjI9RVVyKNZChULPPZ4YkniuSnhZYKP102SewizJ2IThLbaY3ktI43nq+5RMFChl9WsQ00D5P4o0mdMc29IA1a1gBfQDpoxsj9mXSPkkH04osv2gZdceNO5Roj1x65/kU532RUGNF70EEHmVLgHHoICXldcg5Ya3znnh+tlu/F/9uotZ3ndX1i4kqYcHBdfvnleT+T9orvtArZKgh7MpkkWRubca1xzEyK4Z6Uj2dNks39cPLIumz+3ncKuLFvDlKGQ/tRc7inuX7895c2LTlNxq4bUxhH2r0c4ev+VoptP7LNPsV1TXYb1ynXNT/z7bm4PkR+LbnsuVCo2IY+ffrYJoDY8KH55thXsp/FPPPMk1vPsr7WHCe23fzOqC9/01HSgzHIJpZljqU0gKK82gjltPgGqNu88Yhyk8uorkzxLhSav8jIe5zYJqKOQPLBc1uMUSRuo21qkW35mSw6T3tzx/7JqcQd2tc1GtKkR6beUGfH1w478Tx6+mhz2ocnm0GTBpnBkwebGWUziiK2fbKIbX9jizPQJPVtxigNWdIfpYMoq9hOikT5rxfylhM5SwIPOBFxRLdr2sLnxn0ZNMo83ebqsHxvtRPbOLHixE1SR3IZCUtKEyUbS1LoNUcqK82ZMM4o1Wks/NpCWebD54OxT2q9XEPZY0JzlNOQdkRV1N/6rxMVDfYjbYXAPkJGCGm/OETYq+LW7fpEtgGHt3s/OLX86Lx0BMmUcxxXUbj9PGlvIyOIvZHsh7hRizwP0buXXnopzxmQZrqAv/alHbOYFXc/u3uZDCRKCemaHNrD/OONy7qJWr+5j53Qiqt9pcGZj7RX/HrzkNhmLeQeRIQ4nEMyLQh+7HDEFZNKfLGNCOde44trX95n3JdJEfiopmlJzrY0DbpKDfch75/9hkj2LbfcktsHOf64NYyJSkmkeY/sM+wPstFvCJneHyW2qZnmnuZadtcoEWXu5axTULi3tttuO5v9ILPJfLGNLUUglabIOPHisqgQ7zj5WINYV0LINal169a511OxnQDelSxediUdLIBsmHjOqONIi1w8osR2mpEADn/Rl8Y0G4Wsi6xvo7zQfMA4sR1FsTqjU3uCxz/U2VxGthszjfzavZYx883F+41PtWnXtk2d85JGLIbEdp3z2+8dY57YxZiHtjLm29qU73333Tf3PZFjeOH358yS39U2lBtxww1mVk2DOo6HzxfRmaaeLo4sUeI4sR2XVh13jGlSn+KeO4vYlu81LpKVlCLumh4WEzIY0uDqPvns484dxg0bNP8P1a1KAzfp+pbXNtd0oeuGNG6T5nuznpEdUopxY1E9S1xnYnfNSgOR7CcyItKKbc4ZxhH3aZaxPqFSDj5nMgKSjPcs90IUlIYQUSEAQOYEmTB8hbIjnEHo7qVCuuGypuBAYqSUHPfkIB3cIfuDcHxRuOszTkCn+b2fYkuXbJm6TD0/5SisB7I2W+LfW3HrDveHf42lxd0n7vVwvNCngMwcIJrH9equET8SHbeWYx+RBk5PABldTuuoDzVGlQ47//dxjlC6QMtrIostxRx4B2JIluSEBJi0/7AvfRvLtw+5dwup2SZ7Ker+aigotQKuEY6HaSru2MkqwLHAOhTqC5EmOzJJbJNxgJClxxGNeBlnGIKGtdLO51p19oUU2yEB60R81okAZIsQ3GKdkmPqpNgmWMq+gsOAIBh9YkJN3UJrNY6BELLfk3NG4iyS5TFkV+AspPeNdES1JDKHAzGSirEZKvlIQ1IuWJxvP+VUIhfFqE6aSWJbGlt+cwn/s5Zpo4zsqk9qUcjQkBsUG2KaRkYcM4tSfbukY4iwAISMcMQ2nj46NB5yyCGmIclLp0tZz1JpWtUxRNIIWn90Q/D6+fxm+7/yyipT+eNzeSPVWCwxjtx1snDvgWajr2RtTpUZUZOKh5cVzyhGCg2uWNj5DPy0tjTI6zbOEATZjAQjJ63YjjOe0hD33DR8jALDlYgFhhTlInKtiHuvRPWICkWRput7VvxSgRAYqE6MxXUzd9Fb/pZ1kOg6sOY4ozxLZFuKO6IfaZ2QONdYW4hWcK1I50BSVJj7gcyiuPm0xYT3KCc2UBIjr/fQuhuXTs/+wggYIn7sQWkNvKgIEg7NUnQ595FlCogLPieins4Y98HwxTg+88wzg51304ARjHANOY8Q4K5hJBEqd86dGPDhvnXPwz4Yt3Yk3UNJ0MyJzwXh5joTh16DawuRGOcoIRCDc4P1KsvEBfecTggmOc6iomN8fpQE8Fn6PSo4n+zf/A39NxwI8DREjXkKwcijJDtBiru0TYf99YZMP3mth669OKciezDXlpxvzoQNRKl/bpNsPRx5RJYbCzeaNeTA4LzIElfuPzJIsTvcZISkSDGdx5PWP7KKsGPcvkSmKv1E0oh2V4Mtz3toj3YOsaSyqbRIsc114E+tiWsYl7RWU9Ptr13rr7++tU1kzTk9Zcj4wYZsqNKsJi+28W6TipRldq9S2GzAyy67zKaMcLFiMIXq7dLU0cUttqRncdPiZWUh91OofbEtDTfq9nv06GEKJTSrms64NGAhZZTGUWnh+EM1I1khLSsEmw9N4diY/dmepSZvrnPuu3gjv6KqVZ2FMI3YDtX9hERJeVWVGTR2mhk4tjZix+JJ1EYKvK6D63Y/dp3JJQhujD1GjaXtdk8KLwYNG0R90sjjUg8lRECiBHd9I9txs8w5/xiH3P844tKmkXNucHxENeBJI7bd2MXXXnstV69OAzvS89gYHbMrZpsBEweYf6fmR2jYQLmn8Y47Aca5IvKIUZfUxZ1rWEbuMG4xejCMaIyWJbIt18o0Y9EcGGkICGprmZMrHY5xDeqAvRLqmw0WFcX2jW8pIoD1nHTKuL0mzmHgR6jT1m1HGeb+sYQohjM/6lqI6jPiOt8T8SpVp3p3j3MOnf0UdZyyASl/43f5lZDmibAt9pQQ//xwH7o9hesi5KQhksf1xDVG53/u87RkcZwR8aaJl4t4y7WSax7HR9x6UIj9GuqJI8W23APS3CeyV0Wcs1Xijz7FVnIQDAgR5VRkTrTr44Ho9PFH66YpuylVeUESZFP4HcClM8PPXkCw8vcIYRpAIvZCY/kk7DtpHIHYMdIGCu2zIZvciVqcm25NDr2e7C/gOwgK6UPi2/x+5mac2E5aq9Pa8FPFPl7fLMcWI7ZJUWNxJ9WWxRTPmPxiRIhSHLFN5NjBDRjywKapo6NbeZy3FsFBZBjhTaf5tGIb0o6DCRFK18Ogp36ukHrwYqSTJxnPjQGdHt89dQ3z9imrm+1WqY5iJJVZVlRW2tpSIi2hRezNAW+aB39+0IydMTbP2A6lJIbS7GaVVS/q9qH/9mGVDx9Iq/ASM/bBhyI38rQRV6JUGHd4tLOIbTm6JUtku75121HPTWokaWU5+nY35oeng4IaoZ1FYMZtwGnOM8YkUTlKBJzxRb0ndb+XXHKJ/ffk2ZPN0R8cbS7uWXeEFJ8P1yHiwR03jis6pyLAszquHn30URvJ4TzQQCqLge5KGyBLBEZeT0TN5OvgoW8ISL+WaadRRr3fMI89mfuXGjyHL8qSItuSNGNp6AWQpvwnCpymoWhQFqKaItU3+6k+hOoyo65ZXyAlRdSwxYgiJUHEF2GOA41rB+cdTq+0vXak8R8SX/5oOedsSgNGPWsx9uWFF14Y+7eMluQaSWoKFUVoMgPQDDIKf+wi64JMkZVCOI0wlRkUacQ296KcCMB9TaYB54H08JtuuimTXcS+4/b7UNkHdofcJ/104DTOgIYCZ3AWsHmkjUnqMhHXOLKMvGPfcw7W0D4bqufn/mVfInjg1vXQZydrwcnElA6npEksIci8kk4x3y4vVGzTlyZtica0lAGE5kz6Yt4a8KRkqd1S0iHFAqmiIc9oyLBL40GN61gsjanQ2A3/wvdTV+pjbEYZ+xggWeZmZxXbLABRBmZSCnJjgId26TXyjUeptd9c6gKz59D8jbayssIudhgvrgaG82qbpkwZap79ozqC/+nQT80Rqx1hdl1+19T1f9NnV5jhE4Vz6J1zjNnmYmNWqtuIr5W32Lqa3ikffWQWPPGEYISgznUxdbQxHbsa07ZDHcOPa5bHZqnZZqPD0CC6gdHrDHN+niRA67MRhMQ2c3RJ27KbUvlsY/5635heNeluK+9izFwL1ukinNULHBW5TJNGLe8H97rus3KG97cjvjVllWWp5nTXd4apTDHjs5O1l0mOB9n4ihRCohtpOtXK2b7+eBXWbVKBMcSjZvTKz6HQsSaIA8oJMBClEMWol+uejEpw/zvDjGZhZI1g1PjZBFnEdn3WYRwVaebRu7+tD6QKy5FOTUFsE+1CjCC6XYOiLFEcroHQRAFHmqgb0U8nKBHGnCeEAfcB/467PnHSyGkMrAP+Wuvvn1nPN/dwfUdhxcF+wT0SyhTAMR0lwh2MfnQiivte1rizTrha4DSiR4ptsmcoNeFxHENoH8aOw95yjhHWAZcpEhrV5Yia4CKPMXSfu+wfPnc/gyCK+jY6LZTQXha319C3IKsTMet8eXfe00a2yWRNY99LsY09jiOVe5H7P250HcE7SvQoCaEe2zmPuOfl2uEL5LgssChbi95Ofjq6dBBw/3Evkl1BwG5OiGxnFtvS8FBKI7a5efz6EwjN+E1jDPnjeaLGk7gotWssQTTLN2BZwKgTovkM9U/1qftkgeRG98UAC4Krz3Rpq3j8aMAgF32OTToIiLQldQcmvTHOuIwTahwnixqbNTU3jTkP0J2zW7ucbzp0qDunuKqiepFmQeVzZDFjYf5x9I/mpu/yhXm337vlxLa/0IbE5TAptNlgyytN+4GfmVYpxHaFqOklLRqDmA1aduDPu6Ym/GPMS4cb03VJYw7MT/F3GwSfibt/MFLSOF3w3iK2+SzdRp0mtTjKoE3TQRmxTW0kKcFEmIDPJnfOf+hmzI9izvegz41ZdU/Tuk07e13yHhFLWaK5GAj1mRDhGkch8t3r+mK7VUyzPl9sFwLRbKKdfFZx927SuZDXMr0BmIeKyCCiEXcvxwk/IvauSRr1rv60BLdWurU6aY5vCAwjBBGP9SO+GF5E+p1hKR2rrkbYpTDzFcoYkqOCwM3UJtuikPppsh7otIu4RORjyLIO4fjzx69FgUOfewPxUuhYR9c/Ikn8IWApiWJ9pCOxzHwpJjLLyHH11VenfnzSXp/ms5L3CPeza+BEnSjXUFzzz7zsmwhhRRnWM888Y20O1h3WH+77hjKgWV+J1rOW8/n7ohVnh+wCLUlzb+JQc2Lbd57KvZNyE6LVcfX/flaga6zH5xI6XzgL6anCGshekNbxy97BOuHXhbN2kdUQtca5/ZBzFmpOGaKQyGoxCH12WdYN+f5wYPjNvljDXWYKHfLJ4CXbNAr2TLJNou7LNNcaQjuUaeE3MSS9PQ3cj66Pgr+PSpvLb3IXd51FrTlxuuDpp5/OTSDCHieSPydEtus/L0kpCGpbiMq4mme/0UaoPjuUsp0msh268Hk92RRDbuYIWhaXUGQAo5TNikX/qquuMvWB1whF3RDb8v27lEQ/vcWPxEc1kfM3RAwAfwxQmsg2BiC/xxiLW2gbAnfaykw7Uxk4h1WVFbnUJOpmEBYs/kSyQ4ybMS5Y0+gL11s/qJvuNmT8dDNiUsToEk/EjJsx1kwpq/7cZkyZYtPfSAGTRrC8XssHVB/v9LH/mEe/HGie+3ZITuy7v+NaxtFCdMB3IEXhnEgYgs7ATEohj9pcqF9OM0YLw48yBcQ29WIIEF4/dx0P9kZsfHW3MX0ez7su/ch2UjQX51N958I7o8s9Txax7afAO8MOzzZ1+qHyGR8cMYi/zz//PG9mp4/sdJ10LC59bsMNNzRXXnmlKQQ+E9mNnFo9H3n/ZIkSk/JO6jCGH9FISnxCM96JRsqISNIYJ2kMs5YjfmXTMowfjH6MIa7RQoxnPmfSe+nMzftA5FPvmvW5eA6i84WCkPXXL86Xb2hi0BL14V5xTrCGgL07bvRX6O/rW+su1wvWHVlbmrRO+CI1qjkY15WMtDZkNgHXsmuCFkphjVsv0wigqAgc5Xf+/pGUncF5ogNz1uhwXO+QKJLWntB4J9d4T043aKqR7ZCD3d+r47JC5DouAz3yZy6ijGPdH5/og0PGXX8EZijTlM+b5lpj/XIj7+Se48/XThLYjIqjl4fcG/yminGOujhHWdSaEye2u4h7kPPo915pqZHtzGIbbzmpLHFfSjJ47dm8XI07N1BcHSELM2ITQ4EUGJr14DlNUxMR2qRDiy/GEJ5bPJl+uqT/fHhF2SgKFdxEqkIjthwyjdx1bkwyhNI0h+A88nxR0Ys4sS0XuYbsmIgo+ej3CebjPyaYUZOrDVYnrytatbHCu0tHb7OpLLfn0HVRduemdUQN9cmfnBzcLP1N7PO/wqM9ENwhWgXS4cZMr36O9hHXrluo+7z/tBn8/j1m6IQZZtiEGaay14PmxW8HmQtf6Zu3QXDM3E+kZGNkpcEt+FwPRPLw+Mr5t1H4xj8lH2SBpElHdnD/0qWU65mutbFNhP6oboDjjCuEDPcnESkMS9cdOIpidBxPEttxU+jkxuocOdz7CGM89GkaKKXptkxtcpLYjorwZ4kuxjn3WBdpGidrogsV20RPiEJjiCRlK8laQwQyRmXUCEkpeKl5x+FL9NkhIwysHYWkkTsQ8i5jhfumkOfi3swCa4FrEkckMJTK6H9uci0vNIqeBa5/rjn6FWRpaFSMyLa8HzFwQ9H2tMTNhpbNv9KIba5L1lIirX369El1XWA/kJUhm5q6NQrhG8pWiRPbaTKicJi69Yj91dWon3POOXXORxpBRRYj97hMXy9FdDjp2gm9d+riAedFWuKcoWkodLpNqP+PLwRxrpJxELc3YP/5zxVag5L2Veno5Jphz6fHDM9FMCmUperPQg/1aMJBH7quWfdY6wisyAAWawzPQ4aVdJr4e2rc+4lz7ESJbbRBlPOui3cP4uyeEyLbmdPIMWj9D5sThRcb4yBqlIUSD+lG3BBRo1G4gVjYWczcnMWDDz7YGmVEDvwutEkLbUiAs8m5tLu4ehfSbt3fUV91xRVXZP544+r+ub5kZNuJ7SQPa9IYHplVEDXuIy46IGtlSMlKMu6LBZHfs+7+xX7//DGrmAM3rJ41CpWmtamorDKLzNPBLDxPBzN1ZrkZNXmmqawst9eHy5zAsGIRixLbUfjZD9vO/Dj4d9F6K/o3UaaIW/i7fnendSrMLKvegLeZ9YkZ1WZh03v6JnXSyLPCpoSBweedpRyASJCsOy3UOJAbUWxEvebY3AaEUMji1CyG2HYbM5EwjAC3dnD+B00aZB7u+3Aqo4P3zHUru5inSd2PWotIL3fOjzTODtZXOdszCY6VeygtrE+UvOCU43u/k3p9hKuPFPSISgx2HE28JoYOafISPjMMe1lmw79xUsj36KeLsr8Uiu/cKEREhLokR4FwJVMB5yJQA4td4uOnNTsnLo7rUqWQu+Njzm2hPW9kqU0xxDb3c9Rc7STIuPDHFyGUaaBKQGaHHXaw1z616S6dNulacY43rseoqSAO1kEnnGR6tHPoRa2p9RXb1JiyZuEkRSTwGKYtFLr2co7I/pDrYCmiw27t4fPmmHGAyMa5oZpnnEJkAJZiRGRUNBjnH+s0Nk+WfZlRjtjHrDHuHvZHl0WJclmzjS0ts/twWIaaPicdW8hBzL3hNxiW4EAn4MYaHOUAZtqLD2scWajufqCrOsE49i/Xm4BsTldzztrnf95xa0ec+HX13+hCiSufCNnkXbx7kOd30wFYg4sx+rFFiG0K36MgJYANgQtfyS4Ko2qJHCx8cuNyhkRSU6tQs7GQ4Yd31hF3wTuRQgpo1CiVJPB8y/mQEmpGcCq4em6XRs5GR8fNKMdC6LySyoVxRcQCY5+OynHR67gNVxomaedilmLOdmVNnbQT26SRs/Tz1drtAZWVeZ8hgpRFrU2rNrGvI1+L8y+dZ/xu95m1o0YkUXtP3JYUJbbjrr35KyfU+TsEL2Ii7dzkrKOf4ogT26Tm0xBuwU61jbkQYVzfcnPKHUvoJNY4R9w1y0acpdFWlKGUtnY27/i8kTmc/8u+uiz1Y0kLJgNBkiZ1PyS2afaFQe+geVgSpNNh0PvpnVGOC9ZIIsRpoVTDnSMiGDjjZO+NtJ1Zs4LIprO7SzkMZQwhTkL9LHA88pm4e8m/9w499NCCj0tGkLEJCnE2ZDG4sT2c0HaROcQ66ZMyTVF+zzE6EUu2QJY1pJD3QnStUCiTCaUdFyq2KcuQ2XRRM7ajbBEpKDjHLquICScIp6TuzlFpvEnZOiCdIu7eZy125V1R2TBRYsvdnxWTJpkpH39s5t5mG9M2woEn11QnjBFl/hjULP0Z5N9GOaUY5UhXcJoU44xI08zU4YQn+w+2AOdMrquh6945hBtKbLtMHEqGcB6mGRPof7YuGg+hJnhRTlm3NhFQwXmC2GedwKEbQmYD+XDcshmn/AzYv/l8QxFqrgHn7GSv8unWrVvQ+cheKCP2bn2LKtEK3Rtp075Daw7ZsIygi0vTj3s+bAT3vrFRQ32cWgJF3f1Jbww19lLy4WJyYxSk8EsyRlj8Qn+TZCC4piVZ6r+SInbOSC5UbCd1/cRBgPFKnYs0BOOaPYVuUOooEclspGwu1PTGpY3GGXd+ZLuhkKmGZZMrzAjRoKyiRmznaFXbIE0uoEQYMCzjItvlVeWx56K8MnoBXGjGQGNmB5qolFcUHNkO4Y7ghnf/yPs7sjJwwvjNPQqFa2lWzLEn3SeVVZU2Nf+UT04xsypqIxWkSvpGRKzgnDHRmHEDcusE10KWCGHUuSzUMSEdd9yPUV3I4YV+L+Q91l+D/OfOIraZqyqdk3z2SRs0m3yopj+q10MhGRMODEb5vJTlxBn69YHIrCyfIHrqE1UHh9NFjk/iXMsU4GJBxKiQyHaWzyC0NzK+iOi8Sw/nupdGKL9z93DajsuFUt+Gmjib4/bN0OceZ+hef/31dm90s3ox2uNwWXdcS//3f/+X9zu5H/ojstIgHehpGj6FxqjxHO4a8Jv+OfxovIS1dcx995kJzz1vRkeM0QLfiR21hmcR2yEB70PTLkQVdlEWoQ0ubZmMF17Lz2gIlfNga+G8StMLJw1ZssDiGvVFQU8LMg5C14gjKQMKG4/PkvdO+Z60+dLuW1z/oc8HpybrENdmaC2MyyYlyIS+Cj2v72Rzxyadyjg7XdZmSGxHOepCDvIQ9L1IU+4VuldwnNGYkjVFfn4tjaKKbdLI0zTsUmpFNhu/MxKTxDbCNnR+0xjObNSAF1921IwiqftkfcV2migHUXy872kjzyFjRkY6oiCy5Ud1G0Jss7mTFkRKftxry99N7DvDjt7K/c60NhsuW7uBtK5R21VTx5jZVbW3Nx5/Ntk4g6+soixvMfevq/KaaHqITuWTjXk9f6wPs7z/Gdc/8jGtKiryXo+oDbOE4wwix9cDxpk27drnXStsYmlmzUooVyCdjgYmNP1z3PbhX+Z/D/QyD34+wIwUzd/8TZI6LBmVgYqJE82o++41a3833iw1eJqZNCs+ZdwaWv/0MmZ89TXFWc470y9X14XjZcdxRgoxzgV6NiTVfEZtolmijHITleUdSZG01/q/ZkxCUCRNfVZoE8dhJqOuHFeacVGhMpFSiG2izNLTn2WkYKGlCQ6ygjDM5fPERdWJmDm4B9JkCWTl5ptvjo0GRZGmgZ4jtBcRCcJ50K9fPytiuO5ZJxDZ3Dtyf4kbn+TW4fIGaIwZEgmOuPU7zXUTcrqQXopTIimijKOQa5qMOv+erK/Ylk7SNDPaKdVw17S7XmVpRdQElrjn5vzN+L46W3BW/wGZxHZIfBU7su3W3jT7Y8j5hyCSJTySkP3B65GOTPPRtEQ1CiXowTWTNC3GkdWZEJrxTrQ1dJ7jIrXOCcG1FWdX8xxkE2XZN3AQhzLE0jgCcJZEHbfvUHfXokyj5753a2nayDbHk2VueloHSRfvfaBp2B+4RtL0zWmutC0klcmHTYsbk6h2XOG/UtfosxG0WbPsIojBnxTZlt4vaqUxqvBM07mWpktJNYYYH9Rq+SNRfOJGVvhiu5D5sWmcMtQVZWngEkqxkYsa9ZShxR4vJk1A6EgbB+eZBZhjTzOXMQlSVF06MZ3m5czg6DTy/N/tsuai5sDNljWmX/W/3cewVMUQM33olDobWEVNl/IQRCnplu1mhfrHU84c6DgY0yX44aX7zX/7h8c98Y6qZpfZRR6xQ6YHaVI1b9iY9y9K/rz/u6VZeMEFrAHtOkGnFTU0RKNRCUaIc8hceOGFudGGrhHcO31HmM/+HG1eOL66fCM0JxhjVRqqYx95xEzv1ctsPLla/PXe6jOz02r7mHZt2gXFtr133r8wd17+GTfNkESw3IJz5byh1J86qGlz3WNZO+KMOrmJ4oggbTir2Gbzdtc975X0UAwKDJN/zb+xj11w0brpdGmFhSPNbG7W0zSe9ZCDICoboj61k5yvs88+O+/40lKMmk2itBhXWYxWBCj1o02JtE5NovuhhnDu/cj9ljp1RqhR5yjTTvm55Mt/vzS/jvvVHLfmcaZt67Zm/GOPmcnvvW8WOvssM3eJZkFjA/gzgP33ExoHlLY0JMpgT+P04lriusLWw8GIzeHuTdm81Ilt7Az2cMrFiMjH3Z9yn07TbZn7C9GJ0MbxyHPLPhguc9AnSqjiuKPp64RjahtgVkydatoEnBN+FBr7lzrZUka2SQ126cGFiG0+96RswmIQtf/SqAvc6MvQms416II89F7IAs8rbTsymKJsRzKM/Ek2jrTnlmsUxwLXjO+oiFq/pc34448/2lGDafY5ynPj7ok0kW0ZSAjdh9zLBOLkfZP2+mWNzjLWs4u3BtXHqd2iI9uIbf+L6NyHH35oGwlk6Vw4p4IRRO2NA7EhI8mkUYUidAhb6b2mLoTNj7QivHihGaoSFoWoRcYnKWrlRIP1BmeIPjjSGPtRNd1RhDzCcsGJErNpwdvpUkHTRNGSkGNfQl1zHTJ66Y9Z2nmd5UzHdm2MWbc6yiedHqt1qTuPeXZF7Tlq7d3+iG15ffmGenlZtjTQ/34yOvo9VVWaqtmzc0ZG3gZVNt2Yf/JHXnTpWO0XrK5Or+boE0+3nlA3KzSLqMFAw7kiMx/cJuVvntNmVcR6gP2oYdnQf22ttuP1vi+YZ/6oTqH2xTZOFilweOnyiipTWVllRk2aGUzddxsbm2HShiiP1wltiGrEGIJ0U2fIX3DBBTZdj405zdiiNdde0zajC6UV87mlMW7SiG2iuWkyfKKuj1Bkp1AjAMHk9y3JEtkuVoOkrI1mGDHW1Ei7t/gNepxz1DfsMAzdrHKcii59GdvFRbW4Ft4b9J6596d7zWdDPzOHvHuI+eLfL6zQhgnPxDfviiMp6pvkhI7aw6gFd3Oa7fNUVJq7P/m7zvSIqBKBtON2aKpHJhhCRnZpRjz475HsExxzBAH8euY4h1doxGkIKab8zsdZItucU/YRK0LEnjf8gguD64If2ebLz24qdmQ7NJ2lmGQZQRdH1HuWTlUcx+wj/rl1f8M+nKaXh8Svz467j+LKeeQ9lERUbXHUBAlJ6HFR+xwp5IjhKEIjzsjkkZFtyjFdVmgog4ff+ZH1tNcvGUtkQPjgiAjRRcV2OvgQQ18Yr3iTSlWX1pIgDUvWKCG2pVGBERoSxaRpYLRhFLAh+Y6NpG6aRMTSklZsF5pKHqrf9CFFN0RUPVZok3ILDqIjzmhPGwFyjS/8lKVCkNHKuM7meU3LxM9v7XK+adu+RkxtdJwxXRbN+/0hGy2UO1eumZSsH27fpn2dNPK41NNJ06IN37hZyyEqqypM1exZEWJ7Rn4aNSKpfd3Px9VUy3snrdgORXi4pqfOKjdXPPKS6Vo50XSqmm52nvmuWaQiPnXav3YqTKWZOCs/perLYdUjUXwjgnVTCuJKIdI5ltFT6govtzakMZCjarZl+izncYYoTfBBxLp0Mu6nNLWhjtmVs/NSz2WNYFQang97Stx6hPHpN2NCHN3Y+0YzHceNIOp5QmtHFrGNgCN6Q6otjlI/NZ3pB6HoV9pjyUqoqzbNIePWmKTSocYgbVO5UFkUDh3fAPe7tDt22WWX3Pe9RvQyT/72ZN7v7/vpPlMM4tIkuc6TahajRIQvwHr0G20++n2UufWDP/N+jlDGGPejnGnH7YRSqLle6VzthJITwTRKc4RmxIci26xpadfwUCaDExZ0RA8REqrO8T/hhReJHuR+Xj5ypCkfPSb2HJCNFZrLnLa7ub9OI+BCgYjQdJZigqON9xI1GistUe9ZptmTlUXasJuq4zuR49K8o/DX6rjyKgKEOI/9TEaaolnByWOn1N2z0pJ2X/PhfYfWOzLwcGxFBaj8PY3aZzL2pNjG+cT+RLmIbIQs8aPTBO/IdIwa4RX1+q40KapkYG7PbiGLoRSlS80+sh0yQOKaVil18Y0ahIYvGB577DE7Vos6Vjd6AIMIAwLvPJuT3/EwKZX7q6++KprYlqkoWYzvLGnkcrMOdf2VsFG4cV6k1hMpZpFwEWgMmbjzgxfeN85CuHOOMV3fxiFSYMeNhIhKIx/eZgnTro24hasq8xpaLzh3O2vgs1C7USqtxk40Bz0+yKz5wwTToU2H1JHtv0ZNMVd0jxmblLH3DyKIyDYbAJ1tZd0okW0iuxLeJ2nVbU3tdTOzrDJRbFfOnm3KRtWNsIc85/ysd++vzWGjbjZXTL7CXDfpIrPjzA/M+VNusqnkUfeFv0EOnTwkr0576UHTTOuKyuDr+nN9fYf39NnlucgP0WS85m6ERxqjJEpsO3HBtXX4Y73NAQ/3MrMjavJ9L3ycyO88rdzs8NZws8SQ6TkHTkhsp82wceecMhuECP0mfELHgzj6cfSP5qgPjjLvD66tnWZNZXybT+he9ve6uOg0nwXOQdZtDM6QAzJtql0xItsh5x1ddokyhkAwlbITd6FgNMdl/cSJRZl6SeSL2lNXfuFAKJGFIJuj/TslvjQCyseNMzPj7J4pI0zHz682ZsRPdUqd/CayGMc44AlaJGVARO2bbgSeY+L0stiO6H5aan3ENo4md70z1sxFxDi3bs+lbCcOF9lOG9WOCh4gTHC8RDlpWCsY/ycj7U7ETAyk4U96440665+/psqovnR2ZSkdIXDCcbD/4hhnfWS0GOOgGkJs85lha3JO5UiwrFx2WXg6RciRRzp5oU5kCbYw625asU1kl2wGP1iV24s/vc6Y5w4wZmB+v6A00BspTXZvKLjjmvj6ZZE0DyPiHrUvhGwSbATucbTDeuutZ1PWcTKQARtl24f2ZPrEFNIZHHsuyvGyzDLL2N+7SPpRRx1lsxpwdrRkUottmvGwKfldC1lk+TmGUEN2aG7OyIWHFE1Eni8YuCAxDBCRNI1ycMPgtSJV0R+BJWsE0xCXhZDUVV7OCo1KFwE2Pur42XQxmDEo4mqq6IhK1I2bPFQf69LU/OsQjyx1sxi0GE5nnHGGnREtxXYSsu4sCrIOqG0kJTcqEsRCT41MkkMhZLhEPV+Upm3XRvwkUDuP8caCyzU1evpoM9+735guk8vNpl+MtTXEvtiW15Rc3Ht81ctcOiU8m7wQxs8cb8pmTLepnHzWlAzwGWGkTBwzMq/DetdO7Uyndm1M29atTLuqsjqRbel59Q2c4eecY/49+WQzy1ubQkIV7/u8E2trmxwMW6Nh2uSZZanE9qTZ+UJr88/GmLW/rDaWktLj/I3N/fOWm2+2o3noZO6EoW8g48CYOrta0OHI4LmItIYMaWfQlFVU2YZ7vA7z2UP4JRNxjZg2/3SMWW7ANLPbq8PMur3H28i2cw5IMHaydJwlIsk9x0xP/15Ocjo88esTeUYO/SrkWkm9f6jBkX9PxjnX/LpvRuz4pK2TL8ZEj6joSlR33aYkttnv5Dg21vKkyEfoGpefAc2JiKb50GmXCBtOmEi4OaqqTEVVhZkye4opGz3KDD3+BDPi0svMzD8jSp16XGfaDuttzFtnGtMv//OUUVcyRrj+iAaHxgWluYZY8/3oalILFf96L0Rsu/1BnmfptOA1nDCUZXM+7JMuCpemXtvh/y1rI5G7pOuYv5MZDtxvRPp7BNapKR98YKZ/+23mkhAaJGbpY4Mw4bh5DPs9/UOuuuoqK0pwssooZamzR3HckLpcCNhQIaHr1k7sWhfUwAEmHZAIfa4v9gX0RlroveCT1OwvJCBze3P/muDRj8nZlyEnZ9Tn7pwYlLdEpas7sU0wy99no8RryKFOfTgZVgRasFd5Pd5fXKaQ61fjk7Q2yMZvccfkZ7bS7d3BddGSO5GnFtsslHi9SJ31N2suAAr4uUFozhWa6azkI0Wau5DjonMYzPImYoOWArwQSLuMS6uOuvGkkUJaIuJTzmL2cTWegHjGiKK+0vdquufEM0gNCNHOuBvWnwmKZ5OFWzaCYHFzBkHSyIcsiynRYhYyHAahmkI2ctJ2uDcweqO8rGnFtr8xuLV89cXnMZ3bC8Ni9X1iA8zMRG5TIZ6rotIsPGKmaVUTRUZsyxRWWYezzpjaet8Qac2KudvNbWd9U9M8dNgfed3SMSgQZu1aldsGYdC2TSuzcJcOuedvX1V7fL2/6WUdL3L2vH/vlA2vNqCmf/ONmfHbb2ZGTY12aONiM2oVsxnNKqsMblZpShBW+2GcqaqsDIttUnhnV5gxU2fl3rdPp4517wVp9FEDTxT3mA+ONjPGjzX/HH6EGX3jjXbTDmVNuHtrdk3EPQ5EgByXh2HK5o1IoHGUY6GRM81yoiHehl+PM2VjxwRnlRbS58Hh30/OgRfHwIn5jrTbb7899z1rEp+r/7yhezKqyZMsK3FjCwtJD8ewjnIypgWjJaoZUtTIGpy+aWoN0xKV4psG9je5joP/b59QDwKX6RQXLQvZK9JYXnjEDHP4Q4PM8Xf1txHvMTPGWEehY+YfgeP65gFjRlXP7rZ8fpMxs2sdNTgUWQdwgiY1NA19TqH9wb92k4ReMcS2uz9k4ye/4aEbK8Z5jnLSsRZQUsU6nmbGthTbhfTrAF+Qc7/e0y+cqTD9++/rnLu4/gY4El2NLRlhX/5d64ijXKffyOqmsj4EUTgu9hP6IDkQTDJTJsphy/4y+99/izKjOOuMa7+un2OWDgLnjERguSAE/3eZJji8CMxwTRHFxyGFQzTNe3HRfwcOCpwuwOO/G/mdGTN9TOJaXOe8xoxJjSKuzhmblrIxuuZH/Z2zyQkgkIFRaFmCFLJp8dP6C3ndLI+ZKhwt3PfStprRt68p65fe4dIcSHU1sZFhZBDm9zdxFjhmiPJBYcDR8VmJR0ZI5Agwhx894yJ0jT3wItd3McWzSMpMlAcYT2+cgHabOWmJiMm47ql0I/UhihlabLK8LzzmfhMUmr9EzUotpjfYOT9IXwoZqLIenah/VHMYGa3x007xjBOJYcMi/bH/Fqubv7ZY3Wwzf5dctPOS3WqjP5a1DzLl69SOQ3KNchzUEVcJG+zIT6rM3i8ONZt8WS0UXv7rZVPVqvYzkAZclck+ikNS2YoU+DZm4c4Lm7naVRt2s15+w8waOKiOsOlgynKR7dae0bjp7K/N5rOq65/7ja+ok00TFXWoKq8wIy+/woy88ipTOX263cx9kWw9vzE2KscUlf6VR8DQbU3Ds2uvDRtKY/40wyfOsKmfE6fXNQIqqqpM54517xe5Tswom2F2fmO42bP7v2b0px+YyrLZZnqf7yOjYU5sl4nU8bx57RF/78CYsqMeK2uzN/Z/qW5kqHxWtBOpjgCaONSYiuTyEt9o94W7PCbHRT0vMt+O+NY6JXzcZ8Jny7rmokusuf66gVM5FH0j+ir3xFAjpjSRbdl0qhBY06UjwSeq0U7I+VkoRDqyNODzCc1ZDu0jceL+ySefzKvD9q81HMVkOPiN7PKoqjI7vjXCdJxZfb0R2YZpZQm17T+/UPdnojEl99LQoUPtZ521aWdUdoWfRdUqYV/1nUZpU3flOuDWbJwHW221le0P4pfFOLFtZ1hHdP0nMwWhyZ4XNZoqBPeZHP+XRWyH1nHWWccCxx1r5qrJdpj5+x+mqrzcZgvJfZ0AVOiYZLO+c1762dz8/p+m/+jqFN3L3vjVnNe9r9nz3q/MB7+NrDstJOCQYD2S9kGUw2zcw4+YYWecaSaLDvuFwufpz1KXxHWWp84XZyzlfOFgQau8+xThiw3pr+NkvRXiAESDuNdAaN/a51Zzao985wjXm0+dvXlMP2OGxJc/+McXJ7Y5pqQgFxkFlCPJKQmOqKh06PlCmVUNSah0zF+vyNwIZafN+OVXM+qaa83kQKf3Fi+2qckhtSQuOkitDSIkS13wnErWyDYgKoguJTUrSDNuCmOIYfVRETmMlGKkFOK5CqWKIlLrK7bxoMc1/PFx1259MwKSZpmGPKb+rPCQgSujc9TOkNZIVgA1qizSiM62NULA0aGt9/kxG3LJ/EZRM706XCe2F+m8iFmwf7XIXvPH6s/ol7G/mJ/H/lznvX47cJwZOjG+WdSs8sq8qCxedkn3w5cxL55ffWyuVpxI+qS3qjcVl4Fg51tWlZmKmicrb5N/L7Rp3crsN6PaA/v3jLnqRHDkvTNo0qCcgTzlww9zP0dsI4Z8Ty5GTKsYbzY1zaH7Qm6CvO92ont57ufc4z/3rbuhjx9ozGsn1KlDlwyfONN0mtAvXmzPnGJrwxcdPtNM79PHDJ402IycXr3hhcoZXA2ljGxH1WxHeap7j+1to9k7vjXcrFu5lHWk+FCzTc1Z6NjzzuXAz4x58VBjPo0fv5fmHowSQ7d/f7vpMaSu4yvkoEEYk9kRilCHXl86zviMP/nkE+uEluI2TWRbRva4roiCSOOdNcNvBudHc+M6XmPUltohznE7kZUWjpvMJt6fn7WUJrLNfkI0jlTU0047zWYXybXBj9yytpIBEKptd80et31/lOk8Pf5aS50q7DmAsnZbTtojZakG/S5GipIQSkVKmUbOdU72Gg4R/9qU10GonKS+SLspLr1brm0ImVDqqzu1rTp2NPPsvLNZ8MQT7J5Ko7TBBxxohp54oikX0dpQ+Qp2cqjXzNDxM8wVb/xq/hxZWxd7b4/aY6BmP6p5H/cTY+mw/wiCRDWInVLjqJvwYvwI2TRwXSP6ZDlHVHPXKNhjXZMtCdeIK5kgO4o05yiS7vskhxCj+0L4ZYj+43K8d0HsazFJRKY/OwdDoVByybUgyzSTwF5nXeDLlZPg2Gqohpf0A/Ltg6TIdquastLQejiBYFVVlemw4QaZRwo3e7GNOHJjMeIgspjk0VDyxTZpZESapScrJLb52eWXX16018YjhyEXoljeJLz3Iai9DN2MWV4Xz53f7CYuUnLmmWfa70lTDxlzsmN3HH63Tr/pEe+Bxib+sSZ2GReLiozWuvnRIfLqtWto27adbSTmmFmWbyxW1byOE7yLzZXftXjcrHF1RMW17/yRN3IrBK8zdEJt1KXKa+ZR3ra1OX29082CJ51o2tSkHjPz+8hu3azR4jZcu+GVTbd1xP+0XdZ8tFF+45Ol5u+cCxy3adfBdJ4vX+C5ewehfeGXF5p/Jv9jv8qm1W3+QSmASzeDeSb/bZb9q+4m7CirqAxet9JpNfLaa02HyXVTpKuqKs3YGWPzUt7tyK8RP9d5jdC57TSyT6zhO316rRNuVJ+eNk2fGm7SyUIjAd29L43Q8dOixWDIOTZ4xmCbGbHsgGnm0C9bmQ5tOtZpulc+e2aw4U6dSNqPNeOUBtTtKp20TviR3J7DoteFl/6sNkTp5yDXYEpbJE5IYBiSFikJ1e1TYykh68bvuJ4msi17WWBUI9DlDGKMEllWlDU9H8P9+OOPt5FG1kKgYVaxyTLqDOFDUyFGxCGCwa3XWZqwknbJ+pymoRr3BBFZ1psokfOfP1M08XOLEc2Uuh9pzPiIvjUV6efaO7h/fxr9U16mBsZ4kni499P+5v1fR9bpbSHxS0vS1krLax9nN6nwRCCjKLXYlpH+qMh2t68Hm/0f/NoMGDM1tsdMRc0kiCXuqF5PWnfubDqK+vqKSZPNlA8/is0GiGo+RTr5D0Oie1T4o5ok2AaU1tF87JZbbklu5BqXnpUB1gq5P2Zt9kgqPPeZ37yM+1yW3ZDREEUheiJNoEjaWyuuuKLdUwoVdvJeiuqJkYX6iGTp3OX6xJkYt18kEWom6sP+SRmgs1U5ht122y32MW0CWYVQPmaMmYUjrFUr07lmAsocJbaJCsoNPwpOeFSKixJ9M8nGXAjDQr3eabjzzjutqIyryUnbNZe/Q0hSwxxKb6NOyy1gMl0P71+oIU0WsU0dKKPm0kAHXpdyziJAY46QsA55O5NSduRnSUQaY5lz7DrIg5zlLJGfs+wmK42GvC7dAk5rcHNoXd1IjAgwuJFO7ty6yLaL4HZq29F0alv7eoN/qnUMyIZCSWLbF25EjyWnb3iWWW2B1UyX7bc3HTavnvNYXlVuZldV5V1vGL+Vs6ebabPKzdjWC5pNVsjvTtuudSszT8dawdtxri55BotL7ftlTF/boAuIbiO4Z9aMPasSglamys/z1bV587El68z+0UbvQxu5bGw0uNeHwTRmmDx7shWtjB1hBJB1nrVOVw/VuX3roGFHmtxDPz9kpk6vNeRcNB9+9+aPOtiEx06dZS5/o9rz37qqwjz55ofmiz/DPTe4X3wjtU37NsZVHZQNHGSvkCXmzq/Z/Hv072ahhReqk46dZ6iO7W/MWK/R1G+vG9PzzuoxLB6yfISRQ1LQDpk8xDz1+1Mmivk7VWe4MPbFRQGYpoAxK5FRaLqlSoic+sdDSU0I6ZwhqyZqbSUyTraRvL4ot6Fsy804B4xUsl38dN2stfCsHYhtxKl8/sYg5MDyy2qSmunhrCYtO2q82sorr5xbu0n5l8Z+1u7H3N9Ty6o/x/HdnjLTSSX96PJqof1JbW+DqDTytDC67obeN5jX+r+W2AxQXjeM/JLc9H6/Ok48risXDeMrjaM5JCbJ4OA6jRPbGNY8rhhim2MdMHFAbqSfDBhEOXhe/v5fm3X11NeDYwXxPDQpW2xR0044HjqtnT8/eJrI3AxdNx3at8uFyF12FpRHNeNIkX6cJT2+2LCfhgTkJ198kvhY9tZQp3b/s4q7LqICNpKQ82Rm+UwzYuoI89HgcFlOXjZaPYNLOJ1wSpCZI524aflu8Hhz8Wu/5BqU1kds+zYhtm6aniZujfSvO9k7IA4yYyg7QMvgGM1a592lZl0jKw86rLKKad3CtGQqsc0cNAyBJIhYhuqtlHxCNxObH40euLhDIqoYs1ed8Esa1eUiOd//M958WjPyKARRCBZiUh9D6T6kUxEhQpCnSfmOG9dQ35RzH5laS5om0eTQ3/nwXmWamDSeEetEaTAMMZ5J2acEw4+aOeSmL9OGZBdwxCdzUa8fNMLcMHCkGTSjJt06ygvbqtpj6H7tItszK2bmiW35eDkju5Uo6pZ11JUZpgRS20a3Xkn7LrWOhfY1kV/qZ9t7dUi839nTJ1lDZVarDma1xeo6nvJS6TvXRvHx+Dvh26HvANugSzJ8ak0jn/KyvBQsno8RZO3btq4zestx+PQnzZUv9TJLrbZe3s/pEUDaLu+l22/d6sx1Dh07dZrUGtrPvE27yKZokg5izjhRQJyfpGFRj9ZjaA9ze69w99iJt4QdUnihH/p8gBk7dbaZr3K8OWXavebsKbea7996sM7YNZe15KdHdpwvfjwg/DS8j3nl71fqrGl52R6vHJP/oKG9jel5hzG/vVZXhNeIVgQ2X6yb0ks+Ylq8Qe8a5WDcYhzFrW1R65EfxSaTJUoE+UZ0qDaa1yFNFIfkFVdcEdnACwMRJykTG0LZCmkdpax9GLHcL0TP6zvC0E8dZcxMqHGR/97ihIZcG1mXo8ZAIq5J9yeVkzpRmhCF4PlIdaaWHEeLTCOW46YY2ReXGeFgsoNbU0fdKO692dOKFtn+c0J1g6BPh9Rme0SVfvFz9sRr3q67D/88dJL55I/kYEka2O/9csK4LupkD5AhRaop9wh7o1+Gwb3GdUgJQFxtfu8Rvc2B7xxoLu55sf3yeyUkRfDcGhQltq9ZZ13TukP+7+bZdVcz91ZbmvkOq64NL58wPj6y/ffbxrx9ppk5abS5/aPaBk/lgVT+uBRmMkmxp997773EKKGP3M+TePeXEaZ7n2hBy70VyiCcNDa5nBEHWNRUBBloYM2yWV4Fim32Az4LziFBHEqXjvnwGHPmZ2eaSlO7ht/1w102mw7kfpRnS6boGeJDgJGRc0Tsk7pwh7j6rd/NL/9OsmUFOEtxYBVq/4Z6QHAPpsE/du7JrNF+1odCnEPz1FwPs2ru/05rhqcVNWdSWdB4wEnRwlAIzXpDCBIFw0seFYlT4sU2CyoRWBpThPANl1Li6sKvfPN3c/uHf0WOBJJZDFG15Hi4SCvBWE+6cbOIbSJaafFFNH0F6HzpIM0pTZlEKAotjVv5Pc4HNgFmOkYZ4jIKJd+7L7bZ7B79d5x5ZNhYM3xmtdEWeSprUrSdmCYaC04Ekka+zDzL5Ats8WSdOtculNKoShPZrnkjZtbAgXZEjqPbCcvblG9Hx4UWzb1+a7EZwtyd2ps2P1WnFFe06WgFcJ23KA6l01xzB+dEth0zIfIQq0Q6L8YA6Xvu/orz4XQ0M80zP9RGxOwx1hiOvYb3Mu8Oyj6yaWqZyaU3xjFx2qy8KBYCQUaL25SHD5xMAB86ouLFHjNllmlVVWkum3yVWa68Ortm+5kfmcvf/NWOObvv0/55NYb+2r/wmsmpp3S/f3vg29k27T/eqv1+Wt2mSuecc47NHqHBit80xhlTPgt2qhYERCTJMEjqIo/Dkd9jBLB+4JBD6IbGzMSlDvoe/lCUgYww9/O4MYo4SEiZj0p7Bpp++aPafIgkERlHbHP9F0tsI3ixE1yUlf2MiA8pypzDqNcJRUGkwcb7jspi4v3KzKG4MXAIB+pHMcxlF3ApFq/4+opEh41j+NThuWyZHFMjprH80C1aiGcg6pplrZ48s9z0HhRORZ46K7uIkJSPHWsmvfW2mbdTJ+usJzPHgfOCe4OpND6kveN84TpjPyS7wL+HGDfJF/tcXIT3tu9vy33vPiOZwhsl2Bwu2yskBh7fbHOzIg0yxf7nUskXOv1002X76sh/1YyZpnLWLDtjfS4h2m+77TYz+pfPzembzW3M8J/M9Mf2MqN+qxWpH/8RP6XHf9+sz26qANkBpFOHHBVBUq61NMR88PMB5qle/5jRU6J7shQiIEFmj/hwvRCcwAGGs5KSrhDMhabsJa6MhL2QvZ/gANfQyGkjg9llXw//2jbJBLlv5NmdIWd5xJ5SDBDZsoyLtSxuTB5MfPllG8wg5doHBz5Zn7Jbflqx7TuhUl1rRaJLzbo96+9qJ2j7iL4EzZlUYpsa14suusgusHiYacnPpk/9CAsnP+PGwcuId1KJB8NBjqxw407iwMPZULDIy+gWXZKzim02H2580iuJ8mJsu6ZMUUQ5GupLUsQ6axoRGyGCm7pC2WBHRkggqZmdFNsYIRiOIbGdP2e7Kt57XbOJOLH97/hqITe9vHoTade2gx29JZGp03sfu3duHqM0qFJHtl852oyePdaOyLGPa93KzOpEanttmuP8hx1q2rSuPobWXtr23K1m5LrCtmoX0Vnc/qf6bzp1nrtO6mlVRYVpPyx6ox//7HOmQjhG6KzqxGBUGjm0qaowZV6zMbchTZgVLe4l03/IT6v7bVj+4y7serN5t+NudeymTu1qz39ItLSNGOHVzrtMME6pQ37mm3/MgDHTTHuTnzHTsWqG+XfwAPPw5wNt3ee53WvTcuV1efTJR6ey6Zi3vcD48jpiO6rJj2WQ6IswPV44+kwpC9fZ0rxt/o7z50W3ZflO5PNNmWLXL4xehKTf7AejJq5hmV+uExKWaeeNY5B/KBr9RREVuQsdA00CQ/NNiajHdRz2oXETkTi/2zkRH54rzoDkeHCAVYpMGik+4lLjfQdQ3AjFKGRzsLRCO/d65dXHNn1YQuYZ1/Q36VIyfeS9IyPyMnUch4ErGUrb3yMLzBQf/+STZtwTT9iZ4L6QogdMqOkYewlp5m5vC0WEZRoxU0ZmlM+wpTE/jwmXBEikc0U6W+PEduj+WKxGgLfqGI7KtZ6rM54O+/3EF1+y52OZvr9Yu5isPZwKCy04v+nSsfozKausMtvPSp4s4GwPX9D66wQ2NjZCqqkqMeMrp8wsy00okdH2mbOjAx1xDpCscO55rzREpLEeNh/XMeuq7B2BjnBRcXp+4JAMQVdxynzSpko7Oygysl0WWGue3seYmfllLcWAz4L0cen88FO5Q0x4/gVTMX68GXriSWZKj/weJ9htZM3JQElase3bwQ0pthdZZBFbelhW02i0Q1JfgmZI6txQItakr7HQkuZAOhYRQaLZpJmTMpummF6pFlZ+JLXYgrBQiOAgIF1EFKKM6jixTeSY6DPzul3KNhEgHDV+A7EosVqs8+E3g/HrbrNE1J0HnQ2AxjCy1tM39Pxmaj7SiGRhoxbTF1NE8OR7dftjUmTb/fqhT/+yUQ0X2W4vRK9DPv88881jU1RprCXHqIUi2+NaB9IHxw8yU4b+UHs4NU4bKbbbzj+/6b9TdblJG5O/oM/duWNuBFXbduFNnt93MNVGdvtOtYYyDqzLP7rcPHnBHmb21/kzKiUzfvjBjPNHzPz9sTWQxk+LTvdEmLbyrhU+N87tDyO+N1v0SE7VHHXddWbGTz/l/t1W1FfD7FYdzGcdtjG92m+WZxR0EGLbXTe2qUtllekyqcxs8344ctLOM7zcvfjid0Otw2LZ8roNnS6Zco35/K98rzn3txxz0rZjW9NudvgeXKBjvkG49ZtD6ojt1JkpPz5jzKz8yD/Hwb1COr2cfjFuxjjz3B91M4C6tOtijlnjGPt/eOyXx8yoaaPyUu5cY64onIEujWLuj7hINNDDQfZ5CBmuUYZkoUZvUiTKX/9CPSWIRhMlogYx6j2SzUaUkCh51JqOGMZOYBxiVHrklO4vm8EHHmT+OexwU1lzbcvPNa4ECSe/dBZE1WzHEZfhkJZRn001lRHZJTn+je667PPM77XjIyWyBlaWQv0zYbY57qm6TRR9oVkIM37+ORdFm1HjLAxFLaP69XDvSMPdzz5wc7oRCFy7b/R/w5bGXP9t3Zniklu+u8XM3WXu2BKK/CakJjKy7dbJVhG1pqxfbWqOe1LN2KgVR42yqetEXblPDj+tOrV9RnmFmTyjzKxQ3t8sUBHt9JW13P69jYMKJ4RzxDlHclTmRkUKhx09Og5+5Ftzxgs/1ZlEkXU9aT93YQKctQb7giwTd78SuacUS44L5HqRJTSkh/t9flhbqClnfBgC061jsyujHV8uSCGnPuT15JgdyDKbOcmYgcmNO7PiZ5tg10TdQ1ElT2Pvuy+YuUbnesd66+WXvlm+uMWYt8/O64nijzELTTEpJmvVXAPcjzizmREPbeaf37RpYfXakGlqOx58aoq5QeggSKMrughj5IZGaCjRbLbZZjkDjsUiCTy+DYGre4obA+SQkQ9fbP/66685z7ar4UNME/Gmds8fT0MjB78RUTEMJJwY/gLmG5t0CY6aAZqE3MxPOumkvN/hwWd8Blkg9957r/0ZGwpOB9JUQ1EYPLR+s5q8yHbNyyXVbM+s6UDbzpTZdGHn0e1YGRbbiDY3jovz5Tt/KoMjscLGZevAJi7Ftj2OubvWSSMnS+bCQ7bLNZZZyNSkRG6aPyOTU96pqtoob9uxc/5czgHfmaV/Su5gOq3XN2ayixKWzzamxzVm2IQZsU6c9lWzbD25f91e9NpFZlavb81qfZPr2OwIsF9rm/q0NXXFfXmrduaVTtVC0NnIqy7aybx+38U2m4KGVgiQL3t+aXZ4Z4Q56InBZr7xYQNDZuETwevWrVvu3xuWfWdOmBYx19Y7D/QdcB2iiUqceMGJZtfXq41kvyla1w5dTdcOtWvD3FPy3yPppDkPflItK2nkPfLHgWHcUq9+3333mZ+E4+LOH+7M1dFKHt7xYbNklyVN55pMiQGTBtjGUxhv3JfMNvXv3TRim0h3GmS/jfqI7TTpnKyLSd14k5rXuKwrGr8hqEkHlxANR/QhMBAERDSjRkchEsgCohSNkTY+Kyy6qJn5zju1JSg1NXsyYh0VrUZoEw2T63taO0T2lkns7pySqojmCxjVQ8ZPN9MDY/2Cfz97qnlroCilELh9BKST4cM/w+njDppmFgIp0yOvvqb2BzX7Tmi/jGrsSuM6mbnHPeA68/N/V5frsiJGTR9V53xc901dh0ufUX3MiHG1UXEcxA7W8aHjp5uTnqm95trE1Gx3rLEnKqdHp/q36Vr3/RF9dY6kp19+y77uv+Nn5Dku43BBDf/eRvgQkcRRx/3lxLa71hHXbu43rznkmGMTu5H3GVx9jXAt+k3bps0uT71ebHTmRmauRdONigvVccvO90S3EXWUVrrPH/HFNSLFdqhrOb935wUdQnkRzPJLOxICOzlblHrtl6Pq/os7gmri9NnmyZqGfQ73cZxwQn6/m6SeTTjv/z3tdDOzJrrvR7IpZazDH28bM+x7Y8b8EdlPpNSR7Y419yHrO9dwec3n3a6BtE6TFtsSvJCl7Jrd0iEdiMWDGcyug3IcRHEQtyzKSRHTYtwAs8SNVlY2y8zofoKZ9WV+hEMaOTIV0jXgcWMVQvWa/hicrN0LQ+OEkkbpOELGaNZzykJEPSJRcze2iudl06XTJiOeiHqTZsom4MYTsZDSHIpGPqH0yNBcy5B3vjwqGl+Tnt2uTetc6jNpY272cIequk4KUqdJ961+3vCmy/NIiLy6lHafVhWBkWSt8s9557mro31tRD0Ukcbd118yF9ke07WmE+xa+xuzW+14pw5tW5vjpz1kBeGqW+bPo+zQJV6QjJtZa5SOe6jGk15ZY/glePrbV5WZ+Rdfvs61+veEv02n6em8wDRpKzO1f9umKvy4Si/Vn9r1PwcNtZkO1O+xHnzU4yM7divtAo/Ta8tttrWp4fNXjjMHTa8ZtxXg6imXmnkqq50HXD/yPXPvzpw+xSwyYqbpGBj3VafMoVX1nNg8cUOU79UTjBkR7pZuVhLjqIb0yqubkzXLcr71XxNqm6kdsuoh5uKNLzZXb3a1aV3jKOrSvkteujDrEpk81JomefGdMVxISiUje+LKhYKRhwBpXjsuhZzSINaStrOio2CcW7/buqxvpKEgjdxcZIg9IG7tjjMSKTHqedLJeY7DmX/+aWfVyzIDyo8wIOVn1KNHD+sYJq0e5wvp+tgjaSdUvPTSS/a8k43nImbUejrIFsmMWA5ZwybOKDP/jJtuRkyaaUXV32OSa+NZp7v/ld8dnpGBAycNzJX00Q+EL9mRPsn5HJq1nYZKv79MzUclo5COqKic70yi5MDtt9gJzpkcmg//yT+f2GZXfceG14nvvqqNxiF6Ha/9OMyc/OwPZtjEGXUcDv490rVdO7N4TXfsyqnR62nrgL3rl/T0HZatLp+xZNyTcY40yjNdnx+u8bJRo624Hn7xJfb7EV7DxsrJU8yMX0LzpVtFXhPnv9zX9Pw7HIX37bclN1/STOifzkHoIzNPEMvSWQo4gzmnZEbKEaghfDGOw4+9+KpeV0U/qOatyGsg58yL6rdgH1ewVApy58d/m6/7jwvaeWQSSYcE5XxkiEYx8pprbfq1c4rJcXtQR6dJ27Gq9nv2QXkPNpTYrqqqsjZFWc2Yt7aLLmJaIsW9gpRMEOGkNiVN8yBuPjYmIgmlGq+Gl9Z5/GRke8bfPc2//fqYfz+vjYqBTI+Uo+E4RreBuqh2khGWVWyTyk10hQh6XGQiNFM7zRzGJIjuUEePsS874G677ba2QRFpkBhALiOBjcGPmqYd0xNKc4/sbloj0haZp3ohW6RypDX0Jsys3hw7VIbF9uL/zshFtkPIdO/hbRY33TsfEHm8rQNZEa5G2zHX3PPWEds2mjVzskHz9m6/sRm7oKh3XXJ9YzavruHq2qmdWaHtGDNX1VQzzxIr2jIW+9ZbtTLt5o6/jibNmpg3GitLp+D2ZpbpMFcXG83Oo1Vtl/ck8Lr/Pr7Wm9ymKvq1+QzlJfPHX4PrjN5KokJspmRNdGrfznzZ4yNz6eSIEUU1zF051Ww163P7/SnP/WDatK09r7NmzzLf/t0jb4Qc3XoXvbxWVOataa1aWScB0XHEEQ1vzDtnGzOmX/X/fTovYMwy3mjAUSHjMVpkkDK+9kJrm5Xnr62Bc5FtCRE6mvSwliDeXGpb1HqVNeWYa5oURwxH1oXQ3Focr3vuuWcqsZ2U/RMcGzP0O1Px/KHmykdfMjd/8Kdp2+eR4BqJwU+Wlb8fkaFDSjmORJphZSFu5rV1uHqvNfGFF83El7rbiLrMrmFPkeulTG0nCsjUBz7L0EjJEETtcZK6WuLZFbPNGZ9Wd7ZeYMwsmy2SGlfnKe5VsokmTC/Lc+B1njHCTB+SLy58nvj1CfP+4Pfr/PyiLy/Kc8jyJc/B5NHxTZXSZKqlE9vRC11U8CXUtds5yaSgCjUafPiXuqJeIu9HJw6YK/7EV3U/v0//HGOj3X4aeblYZCtj6r6rZuZHTNnP/dnYff6p+/gjpz1uG1GGoC/Gb8OrR0JG8e67tY03F190UVs7D7MHDTL/nnyymdV/QJ3HjAyUdciAN/XCj32df83cJrqnx9E60LQ0RMiBIO2+0MhBd62QNSQzFfx1g3Pvi+3KdpXm0q8ujT0mpoYAdi5rANm6uQzNWcWvy47i9+HRr4UtLKcvoBFCQSOfqppsIEQsZT3cT9S01yEioMK674JCEDetoxistNJKNhOJciw+0/JR1Rqi7cKLmHt/vNc83q96KlJLQcV2M4KFCIGb1HirEBDFpA+yCDHj+J5PapudDBpdvTDYiOPzBxszbWzuZnFIASLHNfhiG+FI6o+/UGYV20B0hQUzrtmS37AnSmxnqQHHaGZUlBTYEhY7Z7DS+AHw1vo1ZVHje/yokjy21jWu2R4dtot4QLXx0bFta1vne8rUe820ScPs+CXo2rpu+pd7flLJQ2J7hfK/zYazeycea+75ymo31IqaxjztvHnSc89d3cCjrTBCECbTpk4y46bOMj+2W8906eQZIGtUz2rnGefr3M50qiJiVJHrvtx13q6mdU1EP/b4/M86YvPxaV812/D0q6yySt7PW1krJn2a2WxxjltFCP0Nl53fzNOxbV7uwAar5PceeGdoTfptDPMx99Vj9fK644FCtKmJwA+fONNMFfXZf435y/z1b7VoICq55P33m3n33tu0EWUleWejdSu7rjDXmhKJ0D2Zx9oHGdM1/72aScNije3Hf83fmOdqV/c6n7tdXaOfCArNjfbff39r0GDkhcSBE36svy6qS3OkJHC6kf2C4RMXdQ0aRQHjlecIZb/E8u65ZtroQeawUTeb3n8NMx3KJ5s911ogV3rhjE3uv9C0EdZmRCzrXNoovENOfSDbRxpzUfO9J3bvbs83GUBy7BFijnWVzsV+My7Kk0KC5d8J02Mbhznk9IRl+ydPB6ilypiJ1eu4W8rGTJ1lpswMrykjnxbpvgF+G1dbYpIEXYfdeVluo/g52Wnrc30qI0bJhca4RQUBQnXGzjkvmxTGdfWPYrf/q70+nEA55dnwbGcg2s1aRMado0w4s+feZpvIx5aNyi9PGjVzZp1+ByEn+FplP5tVy6O7aTP5IW2W6Nlrr2Om906/F0ukEw1nRF9P8MWNoJT9W1q1aWXmXjw8mx7R5IIwoXVUNsENBWLcY6JGfuEgI4BBsMVvuvjr5LBD1h/Zx/6Pc5NADfXNud4dM2Lq3if9Gz+qJCsBc0HOZZeOirf/fNvub9jO4x5LJ0C5P7m3gk7cChnoqutYDX1fCh555BGb2UDmElkJ5TX317T5Opqew3ua70Z/12C9qhoCFdvNkFKIbcnT3/xjfh9RuxCXi8tk0ujBpvL7brlSAtfojZuGxQDPpVwo/eZkGIqhTbkQse0IpbS5lMdQ/Uua6JTr2BmCNHHJ9ttvn4t241GkBtQJQFlr79fmY+RKh0UI55xwsF9+0mF783aniEiYiCA7YT557K+2w+saf802iw6p63l3HbjbllfVSSMn9RTBLmlTU2cdkpcYmtT5OV4/MJzZME+X6gyKLRad19bfklpII5JBf1YbL9NbdTad2wcyEBZaOWc4ULdN1N6d63nnS989uaDIdtXsYK38kkOmm80+T1/z76LBUJW38dWyAA1oNjk5L1o2lxfJ3qB3cqfuDm1amUc3rW625tiqLDz33We9sh/M3JXV10vbdrWfxWuPvWbG/Vr9fmctMq9pt0h1ylu7pZc2c2+7Td2u7mnHfnFedrq+2qmywArG7HSdMQvX1NZOCzef414mWvHB4A/yfi7nq8aJbXkv4xDDUUYTRykUiMq7dY7rjtIfvqhdT8JPv68PiEnWXBqOZYHGf+NqRsddPKU6Mv36SauZETdtYuvw04xwLJT8EphWtmTKpaWfvttuec0CQ07RkMGHY8KPeoWauPUfPcXW7J74TPrGZNUHmuFvxfsb/cVUUz6tMnJ6hzOocWZHPl3MNAQfshzINiA1t2PnuYoe2bYpypfWZqvI8hCMefrOpBHboc/QOdtlZDuURp7EqRefapv3kpVHbwEb8YwYVeqgf4B0FriSrI6rrWbm3Td6Ksz8h+WX+3UOOO2jTnOoN0fud61bm48GzzIv9PwjzznlQ1BhMT+rqsDLevC4QElDjLBxEWmi2tzH/738v6brMvmfN/c19yw2EALWH0FIfbYcmxoat+p6P0Q1gsPWIpuA/g84CiWThyZHpt8c8KZ5+e+XzYRps82nf442vQaMs1koXDcTJoyJvvt+ft6Y758wxSJUVi9fm4ZhbuLN+8Pet/vbgF7vm8k1WQ5k59HbwPXiyYS0Ofq9ndeAlP0QRwYZXmm7mBeLspHVa8LYLlW5CSJZ53w3ZVRsN0NoUldsEMgPPfRQLhoAh03vZm6feKbZ4K/aRW305Flm0Kjaeh260wOLLA2L8MjJqK/vvYxaRAuZ5YgQxYsaFSmj/ick4pPSyN/4aZj5v4d6md+GTzJm+nhjxtTWgoZqvlxk/dVXX7Wzfy+88MJcDbuLbIMbZSGN76QxPTKCASw901t3NpftXtvgJw8RKXbr1JSan235/rDgyLCFOlUL37bllXUi22/8PDz0Iva/HdrWfa4xg2eYyc9Vj6kb9J+5zbiFqj/Xzm3zHRRd56nuZL50h7Z2USdit8s+B5pne4/Jie2KUF36DlfnNqvOVdPM5AkTcgJh7JjqjIvKhPWZMV0yvZqa7fHTE0b3GGO2m/WxGTN+ghk5aWZeg5WtemRrrtd2WnVDEKiiOZvg6r1WN/9dcUFz6CbLGLP2AWZmq9po3Vwd8t/YvDOSDWiE6LZeDVfazsQIbVsbT43+4HwRNm14tQivmqs2JZONcaFTTjGL33Jzvkd62nTz+rcpDJWj3jVm2c1rR9csu4UxS9dEVKaOCdZsEykJ9RlYa8G66eB+tJs6WCm2XQq2TA1lpjA1kxKiUPRjSOO0k9FWonnScSbToD/4IN9Z4Ef7MGRdU7k4xyR10D7DJ87IRdzmqZyc+6wW7dq+TqPLtGPICoHXJGUecYhg3n3YcGs0jpg2MtdTwjH6ttsiO0cDBr08t2QmSEiTpS7Sza/9cUh0jSkNuJ7v97ypL7PGlZsx3yTX7B748DfRgjBDIIdrgmwDREuSTZrUjyJqckIdal6Iz9IvuciSRu4i234a+TsD37HzkNPSpWsXW6tNVh7nY0ZZ3SyGRSpGmLaiXIf7nNIOR2WN4J5riy1Mq5h07i7bbmMWOOH43L87B+7/pecP2zFxozP/Hj3FvPTdUPPMD2Nju+nXt0muvEZwRNU5xphrj1KbPZ/a0+z68K7WWdR5sbnNOsfVdvQGdz/uuOOONvDgIEuF/YCGhtL2IoXYlhQJ5qqcakz5LLuuh8SeXJ8YKScpi3FySV7+62Vz/it9ze0f/mWuf/cPc/ST35mr3vrdPPHxT7Zj+6j51jXDJ820Tso8CDJlnFwTRcgOmz67IrdvMsoPuw9H78APq7M/pk+u3ZfGzxxv10zZZ8L1vEhE7pd/vmfMO+cYM3taLvuI/Yjr0E3HaQgqZ8+248xgWMfqspzFOzes2C81KrabIaWauf3ss8/mPK2w7mw6edZdgccIQ+H66683AwYMsE1QZG2Rw5/VKjdkZzRiRMq5gGnBcxpnHPoR6LRi+9EvB9nmIRe+8osZ+9j+xrx6nDEfXW7M5Grh6XvbnIdW1hS61/ZTG6X3nhrDNGLbsWnXuczcbdqYVcunm42WizhfHbrmRX9hGl027c0evt07te1kFui0gGlblh/ZHjJhhnniq7pNSuggfu5OK5tfOuXPEIYJP5WZyTXe1vIaMX7PtveYdm3yBcK8XaudEG1ml5vxk2o3kbk7tMmJ7fnmChg+XRY1ZtE17Hujk3bZL2/mfjV1ylSbCl8uxmRFpYyOrZkDzuZGDfK4qXXFNk3JJPNXjjd7zHzTjtiRI9+yDg7q+tXv1c3ZBn9lFh+aPwJr3aXnM+fvvIqtS4dWQrT65ejtPdHcyXNouE3Z1ak5IjvZB1iyojpLpeeA/PusY02RemXnutdvh+WXN2O3yE917nKJiDx+Vd3tug7tAsJqroXrNK8hZZi5rIw3oZ6NelvJ4zs9HqzP5jr362A7duqYl9aGV192fC5kXcp7S0IYMzoTI9Kv86QLLJEMn7///jvXKEf2bYiq70RshMZk+VHNyYO+r13V3z4rzzDGuVDKyDaQrk96I/sM1+eM8uk2SkMjMCI1RHenfd3LZshEiW0cl2QiEC2jDt5P6b/ktV9tczLH5W/8Zm7/8E8rvH0e+eUR8+WwdNkeSZRPTddUyB+tV0hkOwtylGcaaFJXNmxY3aOR65EnovMi21yvPe805ut7gw52F9nGMc19gfNkYKuB5qnfn8p0nP7aNnlGvuNt/f9n7y3g5KrO9/Hn3nFZ981u3IWEQPCQQHB3d2uhUCpIoZSWAqVUoECRIoUWd7cQJIEAIe6um826zo7Pvff/ec+5PndmN7TfX0v/PP1s2czOzPVzzvu+z/s8qUW4MfJ7HJ0w1ibxpPUeOKK2lt2Loj93wl9StUWCe++tv6atkzScNrUcx01yHi+UPEvtF74xmICa44MTqnbDGpXts21tROO+T0lAtGuW5AElrT5d18osNv0lfqRCHib4R84dPaYELK2ptFZCuy2co46ECirwmBMfoU9/BbxxFVsXEVtS02MZyDpO2Q0RQEqYm7F4exfTKSFWyvvbOPuEKt5ZeOPKfwud3GkKpnaXe9UEobm3XeuRT6rsCBojzW0vZjTd/MvdZ/KRdsrT/4f92UTBX/I0kMpdhdeUyMVAADsUfv/UBK1Fgu86vg+2/38CyljRxJZvMCcBI21QziXowf9u/E79qxRA0kLKPsjSJEvbzRVsa7TKfIq1+ZAvaKZtOy3U0lKaVVfscKTMELWou5tlfHvXfIz0m0aFyxxwa9QvszKptm3qBzWDBIaoj5O2Rz2sq1cPrEev1OPCPycNxcigD9Uf5Mn80wLgpEcs1ymmCviY6ctZHxNEXtk2DcQ9toWLfmxuETNGV2BuwbF4KnQJflloKGXG2Cb4ZCSpwTbRgewgNXLK7rokBS0dRnY26OX7qHiCOGpCjky+N6xPVjOlry1/OvHFnfCm+l9YEq2eIZOBZOox10DBbn1pdsA2Nr02245tN6lO9PbIRx8h9d4vWCZdw0Nhq8WZ3Rot5LFO8l5bf3rIIcC0HKtp+/kQ9mU/V6LL+lpA3a2E3/me0hItWaDztuq1/Dtg2RmVGbJzoT5Z0/NLizRNNdte2bazKPIFMi41uUOg8UtzFiAQa+ZfDbbtPWe0gNTsFbWxz25pY27BoeCfqpcUjGsCULkq22a2hQ5i5thAVVW9p7hxCU45Zta/ROXd3WBb/xsUi01Pb6qXVWoo6KbF5F/e+oXl+tgTrcQsoGrZu+++yypBZmxtj7Lxe1J6OSqkVl0gixJl5meOsLYjdz9tf/g2JMdB0s6cn/u2PYr9JdAGGmx3PvccWu7+A+Ib1iOaiWFbz1b0pEwtZe3taH+Ezy9muzcKinRaMGm6vHgusPp1YOXLCIupnME2VTeJ1n3Zzy/DUxv6t0C144V1L6Aj3sHOG/U+d9kYSufGnmb/PSTJBR2HZraifbnBItmrMIiH9+XWSILPz3rmv2n6honUaYH8nO1zcM575+DKOVdiXt8y1N5tWCT9+aKL2DG8ddUEvHzF+Jxzgbmy/m1ASbqJQ/P3tCs2PRBSLE9t28YCncTnf8U3qzfgrp4b8ZM+QzehP1Dl956PNuCJL3jSXRs3SAMgUGasr24YN07vg7fTx0mrhgJ/YqvEHWjwZhX5kE8EOjbp4xlV1M1CvGbYHSSmXGattO8uSHCV0COo9mpOpX4KTAfYdvZtnldKbDgF2xXNCXgffM6xmj1gEDts6zxbz7aKTP7WC1oX5nKq6RdvXAUsfBxY8DDw5QPAi+cBSWuyIKMrkVdje4RrYNSG/rcq2/+6LPP3+HZI9sK97TNg/BGA13lxmAtkc0Ie57sDolTTYEgDFFFT8sHtEizq03YEd32JtZu3Y9yIITkzmC+++CITL8tX2daQL9jWxbscBqd8dEozXZMGp2JfMdZ3rcfvF/weF028iA3gZksSc+A+OLMNB6W+wBwfF51pjybRE0vDF9+Gwd88BtTvi08//hgzVWE0WgiTGi792Cvb5AP7wgsvsO8nyxwCXQOiPufL+NrRmZYQy8jwUCKkvxWemnHXzlkiHXMc4Msuvwwdj3GKOgW+VNkmi5W5DXNxcN3BebxZ+SLk5L2H4uHPct8nmjia4y4GAhA9HnTGYvj4XaPqEPCI6BJLcenBI+DOJXbmDev96HuNqsSkSXtg7bo1mH79vqhcsHs9TEomg4xDsB3wulgmkv5rFlhKCP6sYHt3M5akDB/yhLGT+Xrz194KnIhNbkO0R0OxX0REjZU9sCn4265PgZcEpES0xaz9zbkU5nMh6HUxD9aEiZIp2hJbfvXwYzmKQaPLx2IHHIJIh32JJDPMi7gkLcHvsQVXYVMA+dldwMHXA37rGJKSrecl14LXSTRNducOQmjR+K/2jDl5RGtjIDGJzFUdM0iEjVprzFX2b4WnnXtQiW5LAnyE+26/CfAXsXYcGq/+XwTbiiSxcdnOSiBQoE3/69m8FjvizjcYJUbMLTp2+JU4q2ZOT3KLqbsLbsKxiXfwie9QXPykjNevOkAfX8z7NXxDBHt9nd+z2oyuZA+CUODZjbD755E/4m/fiDh4dAVzHKCqKVV013auRU8qd898Y18jHlz6IE4dfSr2qtrLco4dAwPbIv74PWowqsq5jUtDz6s8EbZq2UdAlAdNHfF2FHmNZy7y0RyU//CHjEZ+xhlnsKCbmAa65dCaN3UWGCGI7GfA7F7Ctpv8dloBO/t24u6Fd6MufTk+WtOSP8BVFPy47y/45J9GxXdxb0y/crsy7fjtV/dYlOF/ttfPGPOBQCyMv634Gw497kWesVQUnNwbwbVz58L14kmWFi47PKae7cumD2PsuYGC7AKpRa37jTfQ9bSzQjeBJ6l6UeovZesdQuPPr0PNlF1o82RQLPIgpk7KrVz/+tKd+HBVC/YdXoojJlRjVSNfR727ZjUKbN16JJSmwezZTVZ8ZtB6p+uFFxlbhX6KTj0FgcmTEZgwIWv7NP+bQesoYq/Y+7PNIAu8O+67A2+7nL3pndDjnYOiFNfa0RBS+HosKoTwWOgHuCZltO9ZQAlC9+5bQGp4dfFO9MRzz8nERLJYykkKTn6hARHRmzXXOYHGA8u8RWPwl/fvXpLbBBqffvbZz1hB5t5D7tWtNAeMhPpsb5sPxNRETMMCYORhFn0IhopSbO/hCZkRhbldhr6L+L6y/Z/CnNvg//JP/CEwgxbxJjskJxDtanftv7TA1Kln0A4RCkZmOJ3FCT4lid4XslVVte+mqi1NwhRs22Gm3/YXbJM41/WvrMCv3lzlmPEfiIUX9WWSpcv1867HfUvuY8JJpOxoz4qav+v82D+xd2ohfhH5Hft3n5rNTaZlYOkzwFvXYEZFl6XqRRX8iGobQnRO7XzToHfmmWfqgTaBqtm7E2hr2J7g52mgyzptvI1LPFozD5IVP74GBaaFNQu21erHQ8sfyrsdjdp89MRqXHGwtRImmUaUTB6LEMHtRs/IKizpjGD2R/Msle0/h69zFkfT4A3px5Z2h3DCb/6JS1+5FEMnWhffr547GK1V+Wn6SjoNKZM98WnHXlscQMAUACYEns2njLv+3m8Rj+2MNFhE+DJwThxVhr0oCqr3ki0w8ZpojFXBKrbPBZ4w6sJ1qA5V6wsue0baqXi202UIGdI9W19iYoXQ5C1ar8foLXwx4Ao7L97LfKVsP7LgEFwRpe91HIq3ljnoAxTWkXk6/52y8i9fyHr6zEj3RVDUlWKWTfmwZ+WemFlvWKoQMu7c2fp/hziLE4uGgm1qObH7WZtBiVHz9omdcMfXdzDfYafvJGSNkbbzlOsz5eVlLPCnlqB/tyCNuU1G0+XIxGP48rzjsxgXdtD13BIz1KrNeOONN/JWganFRAu0CTdG7sLE9Er8uI+3MFz6j0XYodLMzf2Th723e1Ujqn42iqYga4Cnry66mvndE+btnMcqqdt7cwdSBJq/Nvdsxh8W/sH6+scbGbW3P5bKz17K3Q9MUMzzcFt+8UU692QNREn1v//977pCP0OztXopJjotVXCtsm1ORLlUy8pvAzpv9kCbUCM1Wf5dqvAkSndcckwAbk9lX/t7FmdXgVnF22wXRoGRyJ0jWh2ox6SRcU7sWeboceGUIpw4xbC0GwjIIYDONyU5NJtFJ1CgTdBsPtk+xrvQ9FGEJU7NAX8u/P2Lbcyb/LUljfjh05zlkxE60RJ4VKdea/N/TYtxrJKisAQawd7SQQydjKnaTQmd5lt/rT+/1A5E2GfcYBQHs+d9XS3cBkq2EZuCGJl7Td9rt8auqGchFEiMUk9shyMT72N0hvc7R8RCrPXk0MRhJ+TbMTE1PPVlfltBEpk1i28KH/M2g1yBtn0U7Hr6Geuz3LhkYIF2jn500rhpjbeiOdack74+IMQ6cu40+YSzbRUSl09mOkIlPmdGw3cV3wfb/yk0LjYECsx480fAY4fyvkbVYssO6nEmX9jdgSbmY+8XtOOZr7cjvfY9XRgpF6h/VQNVbq+++mo0NnJ7nnw2FqRGaw+SqXfZCTRxrW+OYHlDjyMNbiAK5guaFvDvirVaRHjswTZVBDe2RPDOil0ok60LDcc13fz7EPQ4D+6UjXUa+Km3nXoVzQuTG2+8EbfcckuWnZQGc6WJsvB8Xwc2qWjV36RKETJ/zjtiJBdJUv04mUd12nqgWQIhKirU5mH6zLBy6yIq4x5YZZsQ22N4Vt+x3+ti/dqhHPRRBk9QX9MmBB+WN0YQKAjAQ8kQE7pLPFgw3Tkw0dBy1++RiWcnPrRzRQOkx5Q00CrbZtVmJ6GcgUCen9IXHBnBOblAp6dY7d+uTFntUEJuvt1B4UGWqq3X5WVUas1ubSCV7YyQ+1m6NvoXBApLMOLAY7Oq6vuOOSzHF0pZffqs71Gl4NGtFU1J7B5b4t0LH/iOxtdbOizVdH4CROCcl6y0aFP/dmL1akSu+CnO/Md2nPrsDhwYcvbJZl8liLhy8pXWfXIPvH8xF5Jbt2LXL25ypEjSc20XWCMhSeqTNjNraFw0w64K/t6W97CyfSXzHX6r5S28/sbrWduyC1ZFejrQnaOCQoJZLfP6sOuDXigOyaZ/F8zWXZRc+LrhCzzw6+OQaOs/qK3bHsvpJU9j5vPP5xY1G5LJv6Cl3u2/zNmA5Q3daO5Hvbo/0KijaNaYA0S13IzeKN9uR6J/VwFCrmD847XOSv2EnNoeDpB2IwGsODA29ECkdS07H1tThWih4DPWgRtuuIGJh+rbkiRWrSWNALJgivT+C4t4B5DezE/7uMhegcrguKWXB3Ue+7zUuZV5pecTRzPDHnAwL3LRxSqSuSqWFQU+XJJ+ASev/tFuHwtp4bz87LM61bbwiCMMEcl8iLUDfca9Ua/qb+wuUi7+OWIflbbEcfPzTZi+MoKpi4zxK5KKoufNt1ivvx1P3X034kuWZH8vUdzVZ5kEueY9cJXj2sapb5vWUOTVTvZWVNmOqey93UEQO/Db3lsY2+HIxAfwKGl0iGVY79Y0b3J80NT68n+BVtt45E1Ku6Vb0PPmm+gx6ycNlDWS47jMrYVXfHQFtnQ7J0B3CwmrnkBqM28d2FHCj3VsqfN6+LuM74Pt/xBoMrIEkDRJUfapVfXApd/nZHtZmlW+R4wYOM1Cs1sh5ex8/rAvLmzAPgP1VFZ7gWnCpAVkf4rjmriPE/2PFHNfXtRgoeyaFy9OwTYlEKgPnXp77DYk+VQfFVmxiJlFonEs7Stgmf8nPlufJWaSS7QmCOcBPpeoD1Ef337bSnUi32HKYhL1yrwY0TBp0iT997u2NmNrPLnble2EGmybBdIENVERmDSRWZ5wGrncr2coLRqqjr81p7I1VbYFW892LrhGDIfPtmhgojuCkL+yrU4KdHxaRZglC2y92hTsJ/z5A+Hkhg1IfM4TMmZYWVgmKqx6bJrXMd3r9t7pgUKJUOWBf186V0fPmKMhqueYqKLLfnsQPj7iCLwzc28MDwdQHiiHz+VMtXXvRrC9x2Cj57V90KHAob+yBC4lQgQ+f9ASbFMvftV0Z793RZaynr2Gyy5HpoMnECnAoWd+W3sUDa56KJTsau3D7e84eIDb22xUWlrs/Q/Q/GtKFqmtJhBw3F+XILZoEQaKtOtfDzRb//RnJDduRPNtfDFvh1PbjrlP+5NPPmG2gCSU5hRsEzvnpQ1GwuGj7R+hcloluy/JNk/DOeecY2xAUfDRB285i/zQuUtm0L0tgVSnhOSWgVNaB4LuWApvLG1EbzQKrykhSgymRff8CnssGZjieVF3GiOGlmDPH3DHCzto7DSDmCJL129BNDGwaxpNZfDjdx9EQ0+bzl7afajPryQjJSlMWHMgIOGuc+PPsIVyU9Ragc0FEn90wvj0ahwffytLZ4WUnb2i9K09tZ+5fBjWj3dOnEsqiysL3zzKGBVpfym+jNWjN55G5tO7cevV5+PWW29leiXkPLFjxw5W2aZrSHPcGy+/YXyHomDQjhgCsW97TbiTigZ7AFddaNyTRWrCkhICsm9g9qN65dihsp0LlDCtKwnApdLPbziKB3QDxZZ169h/xVAIYg7hVwZzwkdVmNaU6KmCu7tIiTvR7TMCtyMX98KXlnH4kh5s7jPWUI9u2oauZ59FVNX9MfdjD1dbE+zo++QTi7K9zzznf/RrneFp99PWtC/I+1ujrG/szs3EtEOr0HcEHsF2j/WeX+jdF2nVAeSb0hz2qv30N9udDqhFgv47UKxtomdr4FV62UHwLr0jf2KlvS+FLe1R7OiMIZaW+L2bgwllZyD9YZGVWZMXuRKQCWMOoCp8Uk28rCrk7IwxJbv3fHwX8H2w/R8CLYLIXoCpo9INueQfukpvPCMxKk/31qVsQQpSk940x1LppuowZQOJkkzKvPlAgYFZAIzogiRKYv47UaK/+OKL3TqG2D/PYAG3ndZormzTgjC1s9GS8bRT4IlGdO0LS/HPr7bjyS/5hLC2qRc/UGlMhKSDpQfhrrvuYpQ0u/ULYfa22Xh90+uOwbYZN76+Bq8v4wueMrkdAmQk1QomPwbjvVSNy+V7nEsFnSYLEkVy6oc0U9GdLFKoMqRdO9qNErdLbRfrf1FHk1hcULAmtZot1MwCaYLXWFgIPp9jsEqTtH0Bpxx3H9yDDRVye193hk6JLLFgK6dIlopQ/RCMKw1jaCiAUCCAXx5dj6ryYr1vOCfSfLKrKwky72uqVND/soTRBAFd5T58dbBVPMm6wwn4V76adz/ThUazmlfhE5KoVrM10apvDXUhKOUKtg+8Fu6p5yOk0kFrgxmUeRX4XXy7Tv1T7spKBKZOhUcVNSMa+WC/UbWpKbIuKgeVBFA1zGj56CudAIw6zEJBpeOWTXR0ryBCOeYQuBzuWQaHwCDd1Ymed/jCzew1nIKxbyt29uBHzy1hytEWe6SDTMKO275g91jsxRfZse1SgxW36Gb3AbEV+ubPx0AQR7xfhkzH449j54+vhWyr5tEim8Y1ySQMKQ2gTUdTGtdAC016/ojlooEqNmbVdDuof9SuTK6141DQ2bPmI+yxNUfPIUExXSIHwZ/uV15hQli7K9j1wMcbcfsj/8Tg985D5K+HYGLsS9aXTuMfVaDGrcxfZQkeeTiaa/16+8dEtw8jjx1pSdCSQvuvfvWrLEG4z957HuGXTsc/H7B6Q+cCJQr7vDzpMdAgORf6BEUXjtqd6utDyx7CF43qvKsoKOhJ46CPW7NaIqbPacH5j26F3yEAvSz6KA5Jfoy904uY2jT9lMiduL33lzipkVd3BwJWoVWxbmIhYiE35h1Wya5H1nvNwXbzKmD2r4D2Tehb+ira+lLYMeFKdIvFRtL85YuAbx7DASWd+PnPfsaoxc1qpZZQWGasGUZs6MOxrzXitGd4j/G/irbCCdjoHq3/e+8hYZw2qQyD/R48NdEY2xN5KpZDCodgiNq0TNZRZsjr52YJPpmRdWdJaRw0shxXH8otQ3PBnEwqU59zl7ZecHouaXyWklDkjIUt8a/c2u2Bp62bME039memLd6G1vvvx28mT2b/rq2uxnE2to0ZvR/O1qvbTLF6jeEsgi2f8XG+cwsSbdswcUI2rXvRokX46KOPsK1nG97YZErW5EE6I7MKvYbZBdbntUu9Z+n8Phmfga9rrYyj3aGRz2+cj0tnX8qqwfTf/sbSE6fwdd6nXy3A+BOMNf0lI2p3q7JtQfNK1rJqBu0FCQlS8p6KWKQsT/FGLuE3e7BNyaZ/rDaSWQMpyGUhbgTbCZoLMxKEcBgrFZ5Y+b6y/T3+baCML4EF24/OhLL0GeazR5P1zs44+50CchZwrnwJ+Ph24NXL+MT2zs/YIER9UOPHj+93wU9BtD27qymBEyg7SPYpBx54IMuSD89sHtAxNO7ahcj2ZVlKsObKduSDD9B47bVof/hhJkZlD7ZJ7I0WTgm1qrqigS/Gfv8+z+QORE2Vjs3Jp/uJVU84v99EI6NAlrJ7GqpkTlFtFSvxqS+7akfJD9mmnN1fsE09V6Saa6eGEsxKm06MAFIzDwYDuHV4DR6jniYPBRR5MoYmUBz8RqGEmBKHO6NYBNK0ytUWvbIAAPCaSURBVDb73edlQcqMOa0o7jAmEqrU2Pu8XD4rbVyruppp5GzPpHS/NPKSYDkSlQH884DJaHn5Udx+4jDEwBd2eSvb4Uo90PeRIYakoHQXX6BpICszDSun5un9iTQ5phzNp7fqxN/qVlx+LdgW/8VgW5uw1Q2lc9G4yQ5r1BE6rT4uu5gQjgbR1uvoHToUdX99AFU334Ty08+El6reioLhIeP58NtEaFxD9gP2vgQFfg88LhFjhvBe6+oiv570CChxC92YKtvuPAwWJ92JHZEd6HjjVfSsswWttoQB9dKScjSNAasae/D019uRGXsiMORA/oblL0BZxinEtKhU1MWGeYxruye3oI6dEkrPJVXbcqH3/Q+YDVL0yy9Zb1mmrY39e/v5F3A/aNN2d1x8yYAC1HVqpYoEJM0Jt4svvjjLS9wJWh++U7D99Afz0fraTfn3w3x5HBZZXc+/wHpEGy69FKnt+XuJdSR6sXDVWvww+jAK5F42hx1S0YFjrrkTjzz6WF4bH0KsogD7X3833jqjHk11nB104KdtOPexrfjjzTexCigxmCi5qvV5mjFo5cPsv4clPhrQ7lqYF4qCw98ZWIXZCZ2ub2fb9eLq2frvR73VhLOf3IbxK3tYS4QZ41b1wp+Q2H+1tqi3Nr9loc+eHXuWqU3f0XszpqYWY2h5CCW96wZ+DO07WX/mkmAb5h3GkxuKKCARIMHEDKvQaQt7S1Lpo19xPYVXL0VTZy/WJMvx0OYKuNSKm57UIb2TeX8EtvHqpznYLlaTrIShm3kVMBD7dmOrR7EGQ/WDh+FdP29nIAFGGicePnkEPps2BpML+FztKQ+jJ5w9EVA7zj7V++CsMWehiGw1qfrZshDRaQbNVV7ILVNzoTxspae3f3kvfjD7cnzT/m7We4eNNCp6lJzSUKy23rlzBNtpGg+0ZKic1gXn/t1Gckk1gU4SuoODxpwypSTMx9JkD84fPgIvz5iJLx55BJ2/uc3SP66NNZQQhiSh7a8PsnGq70/nofH9HsSb04aFF7EkXr4Y45b+BiuvKYeyazkWLLCy0GgNvLjFKMoMLhiM0SU8sUIir/fOvJfR+yPxDLP3tJ8Pl+2FbqEYkzYtwuVv3YvynhbctXUkUDvlW1W2H13xqPVjcibvmHzo2EqUSu24IfJ73F3wLKZcezWOvvFAjCoIstaw3Qm20407ed/2m9kOJ057QIxSOUdg7KSt8d7W93D1x1ezxBO5AeRCT1c7W5/FyEOcXigfZRVNYz38vNghTR6DlJKG3+VHbfh/S4mc8H1l+78E1OtD2SWzNyihPrMDWKD2T9NgRT3d1O/9wc36e/pb8DvZ19h7lil4oKoEZcl3B+3NOy2VbaJCky2Phk7Vu7vvk0/RcNVViK9ejftMtEqymiEhNA3agoXUcs14dsEO/OSFpXhzmRFQmXH00Ufrv5MgGYHsEmZ+2IxjXmvEyHVG5pkmW8qI/vCHP2QUTjM0pc5G1yC84z8Os/3Z/rfa/joF23Xj69BX1ocb5t2ATV28DyWXoBHBrNaeyz+3u7sH59aUYp8iHuiytb3t+jmB3rfEr7CJjsTPLDRy07ZEn19feO6xpMtS2XYrtu3Y+nAZLc5BII3OkNJPb3mhrxBdpV4okJHe1ciegTj4BJ63Z3uPM5nfNiUP/Aqf+Pb4wEgQhT1hFHnzCwjSBEV+lcbeWiG5Q8DhvwXOfQXe6rEoOfH3ujggYfOmjXoiJVevppPXs2kPLJvOwIXLbWJzxheV6ue5211umXjNCRQxHEbFT66F4OILSu+QIQhrvdymS2FWjmW7cOBPmOhc9bE3YciBZ8A37AD9I5rXeECOYfvKbyz94p4Cq9OA5Tsz/PklmrtxyBn0JDrRudg6xik5KHObWvtw02sr8dLCBswmASS/cU0z83giLWMK6u20dYtIjAmnjjpVP++7+naxto+B2A+2P/gQdl7zYzT88Er0vs+1NmJfL2Aie7kqhLlw5ZVX4qqrrmJVX3OS4IknnmAU2z/+8Y95P7+5ezNbvBEr6ac//Smrik+dOpUt5g5aktvekaD0ypDmJLMSP6R2vPOaawxlWHoOenrR+LOfQ7JRjO3o2PgNtt87C7/qtVZRGjpjGPnRJfjw6/ziXGa4BTc6ytVKnqQgHJMwo7ODUUfNnuAMyT6+/5kUq+juDsxJ1mR7HIM3fIu+YRNj69sENrQI1ZTEB2+13jeF3dn35LQvO5hi+jWfXINn1z6Lf6zJrjBRkEvK65QQo1urUmqxzF1NPc6L6mcXP86qVn0e69yraImyRIfOqGi5407jvlft5bRx5VPfodjYGsVyD69wZo2PHZst9l+EUGm2U4AjFAV126N5KeZ/CT+NkZVh9jO8IoSikkpccvJRqCn26/3adk/mQRfvjz4p+7m946A78PO9f46pVVP1Yye0nXkIfKNHs/2RUwoS7Rm0ftALeWOGPV+vBU7TWUNFfuuc+cqGV9HTtQVftmYH21W1hngazS0aStV2K1eZcw9+g2qXZEZPHkcZGs+/DdJasK34sF9ZIY6tLcOeJWHcMG6w3rJE49leZWUIae0pJIrZtY31jwuR7fAOGYyaO25nCf/U1q1o/OnP0Da3g7W0NH8cQdPHEaPabcaX92cVMijYNrO7yN3gtgNuw+NHPI4fTfkRunvDaOiQ0BJJsGqu+ZmnO8C+yugWS3DIkg8QSMZw6OL3IFMy+zhbG9Db1wLtfP7fHeYPCZzlYtCQQv3wijDOHsqPnc5haHwQVbWc8aHprzhBcqCRJzdtRvNdhiWrGbn2OZJj3solZElMhpc3vIy/LMlukyL3nsfmbcFNz32BbR1RztSNpYGSYRYaOe1LfBW3v00dyZPpJOy624rn3wH87x3RdxCJjMwr3A4gkQ9SGs1iZVJFTgUFjUQLP/fcc7M+n6tCssQmWDH3i/l8QbubSLZvs1S2qY+aaH5OC2Cpo5OpUIrLlumvud0e/ORF49+7uhP4YqNRuQvJETYxzN/Ujs1tUatlBtHuv34ka2LSqtxklzB6bQR1O2I49AOrIM9hhx2Ghx9+mInNmTGYkhtU1RsxGQVBLxZ6sqsx2uLBieq8/+/3x/437s/EbO5ccKdOq8+lHm+m3FvsHkxwu12WhASd04EM8jwY5QmMsSt79UU9TXSiKdimwFv7W9LU42yvbFN1tzBk7UfP6tk2nRKxHzuaAm8Bq5pIisxoicTk0Oj7fq2XzgnUw3vYb9hCkmjksAX22rFoGe5c4H6VAqve2JE46AZg+AzdespdwhdB5XIbsxUyX6tMjmvhpBfAYXq/ulY/ctIgnDA5RzbXV4CWKWqGWkpZlHvN/dqDn3oS3vp6Y/sejx6Y3zCuFu8eMAZX3TIe7eW2arhPXcCMPxHCjOsN8Z39rtLfc3riFSR7+HM5vDSEUp8H3qLcwXbRCcez/xaqdmT8WOVv5UtMYO005mA7plVYcp/vjEmATAM9R3sWHw2563BGn1vUsghbe7bmD7ZpYcDGW+O6RT411OjtkLp7GOVcU+d1AtHEyaHggQcesLzOlOBN1zAXvmn+hlUVKMC+5557WL83MZNaepN5n0+CvNamTp9K6iq26V1N6H7xxazP7LjwImRyiGvOXd+Kxa/8gVWQnFAsd6F0zT/7PSZtT88ceyY6Kq1MJap4kO6Ibi9FWPQk8NSxkB8/HMoThw9YoEzz3TZDVIze1gGDKon2ZOS3hMvh3J311HYc98pOljQ2w6yYvrJtZd7vpWeCXDW0Y37os0244p+LHdW7kz38+ib91mXh8r2NAM9IUALNd97JVaaL6pjQIXmbz/XNxGIvnzN3ugfjA/8xlrmL0NjWjZdeeon9aAiXGu0oKiPfEUQxP+b1XTj96dwU8+LIBnYv0Q9LUrp92GtoOcKVw/S5QbYFPcKO+eiJZLshmBWRRxQbGjkpIQPv8GHs+kspGU2ze5HuliBvymDn12X4wjedvc/JPpP3xzonhtwePl5Ta4vZf7pIvTf1yrbl+5xPWIec1tsb7Liz92ZLEmag8GYUuJRCdl/Rubx2TB3+uEc9Kh1iwajWlkgCdKoLRd1xBRh0zz1wl5UhuD/3N083WPuLk205nilFztLDoWC7O2lQkmfUz2CBGq0tCF9sakN5/Dx4JScFeCGrst0jGnOMqCXSnIoGX9yL9r89ip1XX8N79h0C1ISUcPCqzn7Oj5pYrSvUHzWxljmgEGo6ZJz9hrbOd5451+xR5BhsExIrnMeGnMsy8sB2oMj35xqxoWtD1msPfrYJby3fhWLFmIN7SUujZg8LjVwh7SR1nowWeHJadP4v4Ptg+78AlP3P55NJPSaUlcuF/fbbj9mBmQdnbSDK5alt7glk28gleNIPyre8hjLTA0UiYBqSmzdDNgmRaej53OgNJwFsmqTNuPuDdYzWQj6Zt/fegjt7b8rqHUZfGxeRW/48E3YwB9u5KsRmUFXAMWsuNbAg+rAZBzOBsA5XOe4PWytFUp7KtmxaNNHChLLhtEikKlY+4bp8KuMukfdpG2/MbdOgI1TB3haSgZLuDKZ91cEmIap++lVxL32fE3E9UKHgVwP1fpJCp4bKAh9gy7DaF/O0aNX/1k+zGAVitLAjgQ+pj9OK4qq1lp2engU3VeOBoMCve9qU+NCOhTxSHe2nzHA45zVFfma5ZXmbqUp9bd9fHFXfs746V2hpPi3qZSzw9XO8lbxnzZVJ6IkWbvfFP1f929uy7x+3Gy5V5ZxswkhVnXzaXyy23juiJ4c92uQz0Vg8TQ+YvOrKRFIXft7C3MG2p7YWQ559pp+kA8cuV/9WOOw+I0q9ikxUfW4ckiz6e0xjkYZXl+xkQoixnuFIJUNs4bGsdVkW00cDO9eRFkaRZlXU/tSYadxbtxY7LrkU7Q8+qC/EKCg2g+yS3ler43aQFdQTK59g7Itknj5S0qP4cNuHltc2tESy7mWNnaDDdjkyy96DEjMWrJJDuwuh4fIrkFjP7XF0yDK2v3E7hvUjvtTW0YGVTbn9fdm+hnggfdzw4zBrn7Mtf0s5tewsfooFeVva+xgLYqBFppsid+KoxPvwKeZF8reoS6usCst2bef2meD5eMfPE0+5kGyJ4eIHnVu3anfGWdI4F/p7trSxYo/0cvYMfbiaB1jPLchuDfAm+XOdtLGKWmv8+McPhmdtL7FyFZrvuIONxSS4R5jtt+qSbHcNZgmgjmiKadEQvli+SWefaRB9/PqWdCQxfKMzi4L6/We9zxMN/jhnBHRFUyzJQ+woSehla4YsoW6NXn3ig5yxRPe47XH/ADEs2fiWpZeUEHAbY86549RihpRGdNETEFc/B3TvRM+qBLt9FJURR/obtF5xuwTWlpMLYb9Ht5VMig1Ii6341b2PMaaiPflXorIIXKVleruQBsfEOwtuZSTV+1puzA7IDkx/jd2FPyXDpdA5VJMWsqze/3w7RCXvHJq7bctlmucCJvHXAUGWsoJt2SMz2zzCxLKJOH649Vmj+9WjVKI8cQHK4xdl74/t3ynB1y/jiqFlNSLvvc0U4pt/9ztdMJCuxSc7PsFFH1zkXNnO9D/OkBYQtXTNWLFGH5XMe7JpTAFeOn8IOu68CrIosGr+QEDfReNlew7RTFfLcmCVjTnEtAx2362B2r/oxjgiwdtk+sQwXiy9EqieZLAWlj0HKdKnF3yiAj+O74Pt7/EfBVW+qQK+O/jZz35moSnnhQAckeCDVi6UBLODWBI6Klv7lP7vHZs2MeELOZXCrhsMwR8zzNk9qmzn3J5sBPFe2AYU8yI0HceQIUOY9yr5fuYSjBu1thehCFUjFNbvRoOUeaIqUnoQVGKMUi+UDtcrHdvcKvVFxc6uODa19TkmPCWTgBrhx5/8mP2XLL/sKCstATbO0QPnXBUtl8sWztHE3l8V5sQHORVJFuCLZjitm47VYaelrm7D6sqU9CExkVPjr+SnkduDbdPhi/0E25R91hbRiUgvC7CT8OFPp3P6YV54+aLJp94XKZMXtpbpL/GX4JxxXKF5w7g8/cW2hTYTI7MdpznQq5KabUkSfCukqOqgXkZfPxUyf4BXflxygvlQ8u2aFi4OnvaCxwu32luugSyBza9QXyctlnMh6TIqTrR4NFeFAkX5bYVE1WPZKSCQFvNn7/HQ5djp6r+SyypEqrouId3Fk3iWHJS9pcGhEkvWhmzf4EUwM5klDsg/lBwBetd8gpW/3hvbPvm7wVwwU8SpgkC9ZpoYEu2PtpBnSq78vHT+82koyST65s7DjiuuQKqhgakwm1tdCHZWjYYHlz2I2dtnsx97MG3H31f9nQXkyYyERds69eMjUNKQelSHjLGpeZtOE2mEtM3ehI5fX6a/Fjcxj6xQ0PSzqxGf/zH7V6QvArxwDvZPGcrquUBaIJe8dxnT3qBx1R4fEHWQ1O0JlBScWrM3W1Tq+9nrrGBOrSe7qeHGQHPdiXFDPNNtG04pkMtXKW+sN5Jv2rvs7/7asw+ztfvMd4jjd1CIOKYhjh8+0wBpN+d2zRKov2On6x/wuuBBxpLQd2I8VLQmHSvb7LWACwsOLMuynGKqx6koG7vvC/8UccFK840KlNBS2PqloSmGRFsaJx2yN446ytqeRfRjX0LKW7Ge/nFrlqo0BfFEDW4K3Y2W4IOQxXVZrU2UeOYnowjb6k5wpJE/6VYDCrIVjLSgyB3C3dPvtowp1LN9wogT2HsW9G6GpET1iq0GzcnEJWUweMaFWSMfzU0RgV9rugR3nTEIktCHjsAzaAs8gQc+24ZOotva4Gnjx+6p5QmpyjMPgre6NHdlWy1OaH+RV6ShJKzvK1AiOCT5CY5OZNPZcyGQsrUg2W5AembnY5NjH3HhaB/Xy1EzHZ5Bu+c3TmNvwKbl8vHGt3SV/sOHHm6xmyStierP3oEnze9rr2xixTgUB14KnmX5W1VXE4oinVnMDB1EjadnY+06tKhOEl/t+gp/W+Fsm0v3uJOAolOyhOa7KjTomTxay5T6eaJlV30A3WVejBw6FYpguM04Wr+ZQIKj5P5hFogzQ6JnwkbdJ7vcF9a9oP/74okX60lRDU4Ud3pswkofBqltmY+GfohNgT2A4iHMYYXdnwv+Bnkrdw4RC8LoS/PAO+zNIbr6Hcf3le3vWAXcgh0Dz0ySqBLRDjXhjHnz5ln+LsoZlu3PB6cJmrLKJW6jev3aO+/g3TvvRPcL2VREDdt7jcrJnA9zb1M09RxpdGEdZpuCdJzRtE888UScccYZTIin/dHHsr7vkA9bcO4TW7HvF1zQgYJtcw9NucwHpz5vGQu27L2tbFOqLQSNgb8+tg6zxhblDbZpgCVK+V82ZTMMrj+kCsmXfw1lHZ/sSKTuuOOOY0qtg0wTkdvm48zm/3wKlISCKmD4TEhkjyWqfeakYu7ANJDY9eDXNhjlyYgvd32JYHQrxmRslSxbL412T/yp4Iasyau7ND/DgNSjEeJBczLSw/t3hACzF+sXaoDogYSI50N0wFrRo0qvvg1SKj6iCjuGOvVQC1kkAaFuGkA/ZniClv1646N5OPaYI3HLxKHZi7sBotUNJNTJNFlkVCqc4A/y8+SWk/rkLKjDt6AGtXYIHqpsW++daStl+E2LLuaXncezNeUykgxavyOblGmfivN7mOv7oZ0f9T+UXVdaZSCqYI1n4oC+gwkkDtrL2K8OqiZZ7cWyaOStbfrv1IZyzmNfWyh0LqWYBWstqm937L1b4HPJcH3zMFMO6PtiPraZXBtYhTvSDPTuAsjKhRYmnVuAeKfak9iS1bOtxBNo/9vf4JUkDBtmTdqNHj2aicF9tbkDm1ojiNgsq55c9aQzA8cGEqh5dXEjbnt7DVq6o+yZHFYewqDiAD8je5qOgZ8oHXQ+WACwgCwPqf8vx7hCSQU63kgzmm/+KV5bvAN3/+0p9LQNTDE6Jii4eG4DrzzKKWRspUWqIJoZryRM9fmhlegu4Qu5TE8Ou7B/QQGqXt6cxcKhwJCCUmbllSMA/nxWJVZM5UnsfMHu836+eGd9nw6B9r1lEs79hM9F/XTcZGHPeW0496+bULE8v3gdXWqipVL7ixlmrQdCYsMGvWecVMidsHxaKT785SEoPMaaNJKSEbaAT5iqghqooqW/b24STbMjUBpa8Oabb+r2idQCl+7rxYWPWNl2NHYdWKuKIjrAruvCtuf5hh+brwA44g5g/Al8ca99p2ojSAlDmt8lUoAfZd3vY6Ix3KeUY6jDmMzoyXIG2wQJH/qtz2vaa1R03VIGrgOuBqYZSSzCo64EFovGvX/z/OuREo1niCr0//iSB3FnncXvn8NmzYKk6iiwNqGm5fAsvRe1k9bBP2li3payXijo1SZlW1V1r8wSZhl3eGI2SuVskSvFoec7lOTrnWcOn4aHTimGC1z4inahp8iNT46uZuw4WvOwgLub35/hET6UTVPpwc+dAax4ibGfGExe4HkR70JgMRdB1LDHc1/h4DmtWZR/AmlNVM//CKfMfQa+FF/3uOUKi42nKWWOr737Z23ywvcfyivOqyG5bn2/FmREI3dqVbFcPjV5u9ibQbNPgqBkUBGsQNEBB6HYV8T0aGicpICX2uRIhJbWmNQ/3RJr5R7wVIjq2ARErdc00o+9IVvv2ooMz619TqepnzTyJBw19CjGGDRbc9H2l7YutXzOpciYkuZJ24QQMBLq9GzOuBGo25sfbgtnRJGrCQX2hO8r29/j34dvk4p3wvs3Ahtm55TsN2dlf//N75mYwQNLeY/g9OnTrVQuh0VWcdD64NGavL40iMGlQbaY+7LyLGx2j2CD/VETjIGuI5lETO0JJwoKDbxa1opQrQZYhANmOPv0EnymANscbD85fyvklCnxYOspkbq7Efkwd0Vo8uIujFvRwypC5kyjNuFEvJVZl+mp0CVY5ZmEZ4PnWc7vnvUh7DnR6A3+6u6vsrb3+IIHcND8bGG3lqWd2PVBL+Kfvql/H/lwk0DSZNU+Q+uD10Cxkdfn1/tc8iEU8IOS6FM2kTe3iw3UmiK8GWUXXaQvviYs78HBH7fi/qX3oz1lXaAx2ES/tJ40ogK/Lx2FUjWPsm6YiG0jQhZRNie4VeuoFAu2yXqjNEstO19lm3Y76llkuVZtew7RK70ktqS90dyProEtFOyn8tg/kbeXbUd9zCtVowUOGjEWjz/yF8yscqbMDS0cmrMtwAy6q58OXgilIL/6ZjDIzxMdp+arya6Zy4Wa2293/IyhOK/o56e8GzhooelZPzebNmZGWjSC7W5VHXhXnAf8vnB+ETpC2aWXZL2mV9h2YxiMJiWgfh/gaO7xmerOIJWJW3pI7cF2z1tv6YHvX+ZsyFpsuOUSdMfTWNHCF4Q9arBLLSzNt/8WbX/8HUl8O+9Qj/o804mllhb2QWf6NVU+tl98Cby2Z295j5/ZnP3uvbX46YvLcdZj83DAYz/Kqd+RC7TQ2tymKjgrcVQV+o1e0WmXAsOmo2ZMPiVw/t7WWAu2927j46KcMuiDbPG2GdDGXEVB7QeXoExZwvzS84GCypU+GXeUpDFqOxEzOTnTpTE56Pwp2b38PrcPaZ/IFu+ETHc3Xlm8Eze/vpJV8TX8KzNpxrRVl3pPMkpyP1+6dlIRBNZSYKvysSTowESTqAui2f3t937Sgg5mO7fPR9YAVQN5OmsQTYlk/TW7O8kuo195wzhnb22Cx+WFh1SymejVdpZsam7lPuW0qLajTzAxitTLFlu7lbV6ffbZZyzofvTRR+HaYdVUGV40nNltXe6bxezQ7FVtx/56BaiQW/mxUXVs2HRg+s8tAYRH1QJJpWQWXGQCQMm0AHhTEsfJkg+BHVbVaw3mQGCNzzRx+IuQ9BlMHzc5N9B+aFV1FZ+4bM+2AHT53zQdQkYfp6jV5N1338Vz5HigKBALC+AipmIbD+xofqm59VZkKPHn4P7AHi0KuLWpLM90ZG4XI1w+fRjaAwZjkRBOHYBQgs9DMa8HYdFgDnUVAO/OTLKeX3oOKIGXpsJOOsGSGWV7m9YNsQ7gqwfh8shAspcL/9pACdlW0nCxXWffVs6q0eAn94w1vXr11wlVnU04/wOu7VMevwAio8HzYNtrsrfMhQQldY6xulXQ/GNH1wtGBdgJNKYu3ZGdNNQTbZTIpb5pAI8FU0h7+DWMxGUIakKcBEenD5qOW/a7hVWAG/YfhljQxYLsaLqPzQVsPlLvh2THwDUlWOHJpnq+sHmh/juphBMGFw7Gbw/8Le6afpclvqBkAuHReZuxd/f7OEVlRWqtgdrcH6HKeoivsaVuvuYWQ6bKtuf7yvb3+HchR3CsgSZrJUKTvmL9t5p9p/9viSTZQhGf3gk8fhi31cgBEjhoiPC+r5XtK1kwGl9pFU9wWh8UBjwoM/euKiRcJcLnFuE+/FZMPPISRIUwy/w9c/FYHD6uGDOrqjGzupoFg/FMgqn9UmaMrEo0TExn8Kcrr8Rp512M6OQzmeJ6rZQdjJrVZX8U/SvrGyV8vnApYi//0DidnS1o/Pl16NYsBLq6LMG9E6Z/0op1zWvxmzdXZVe2fYanq4YVnsn4e+gy9AjWAOOK6dW47/br9IBYoqDAhor3F2Pcxmylx5jqCx1Zbj12mkTNPaQuUTToYMFyCL4Ci295Tohu7POVhCkbUwi6ynL29wUmT0bR8cfr9KCxqr1Mb8bmGXza3wG3dTA291bvPWeuvoVlY0W22PjDDB4c5YK3gJ/PlBoUdYhl+cXR9A272MRACysRMlNb15E2TTCmQ3bUihEGJjanccW1Nepdby7Brs7cnsFEhS3xlzKKFdEP10wy3zdG8Esz7Xb3EL1qnAs+f4AzE2gsUIMeuk8qf/oT+Eiopx+Yj3BQk+lfqgBcLlQ52OGw7xg2yaJonwuFxxyDZLD/BU1/iKYy7ORLpROwa64AOaFgVzx/RUTu60N0IV8suB2q9y6ZVye3d7di8fZWFgworRKUjILkF+8AXTt4heDfAUnCHrbb7MMt1iRh1PMNkq5tLNgmV4p8NGaqLphZSxTsEM6aXMp6/nSUclGn8GkP6W0AxjNBS2JjG1ploSfVi52RnWzsjiS7oXSqXrgmzA23Y27hYnwYzj8OvYEMdqxP4YqXHIKBdIIH8lIKAgnQmRK+pf5SHD7kcCRUyz0lEsGT81diya4N+GRtK9CrCQftfsDa6lLwYVhCn1rxE8gar8lgSjmJGOn7rJ07VYHbDPqUElUYZVfzmNbwcMhZs+NfAQULTgj73HovMCaczP7DBNJM95OdpaZpEGwdGWZJjlwgphAT6SIWB9FXpTRTVCckVHHLQ8ZW4g+n7cF8gzNOloYqrZeEVKm9yufxwLPDWayLBFXJDs3uz06L9h+822rRBQkgxtxE2LH5nBfsGgtZo+3HCwS86kohoZ7Lv6TCKMyTIC7wUPKAn7vmStM5FN2Wq0GVbQatzcSOHIlYBWnDASIQYGw3P4nQ0b7XqdVBk6f34gX3YVd0F7P7yoduF9XMFbwblrDc51BdhYCJg3iSpaiwB2+1/hrlJdb53yOVw5dOwoMUZI/EgkENCyeJ6A0JLHD2sDWQwuzIXEERpVMCEFUVcwv+cQL8AYeEPp3b7jhjHVHLnhn2BLZfHdenVEzR21DYKcpIjPnAFLApWZ2IMmo/tQ955HL9+ZFdAktO5kOCknv104Axx/B/t6XR+G6vESCr6H75FQgObAsNq3Z14pG5Vm2GErkTJ2/9NfDaFcBzZ7JrS2Oymrdj6EvKmLtiJwqOPx7+oUNxyOk/010+Cspr8Mzl9vnfuBOpmJOJD6xFhSWwbMG2WbPAbj9GCTEzNKG6t5c34QBTa5EWbLdGkrj+leU457EF6BN4wkPu4Wt6saDg+8r29/g/QD8+fcraDDJfJPFxSwrLdqSQ+iAB6YsU5MVpfeFJPt2k3qzjm8cYtfraSw1hmcljx6L9kb/hl09aVcp3/uSnaP7NbVxJVNumw8KOAplSU582CSzpGHowRlQWMJoYo5KHPJh97R74+4EHIuR2s0x5E00COXBKSyvc069AYcjHFNevi/wBP+77C/MZZNtWJEzKGAkBCrRv7f0Nqz6fF3va0n8Wue9apDauRddzzyO5aRMarrvOEtznwu/n/wlLO+az38ulNkanIkwca3ho2pFyWDwkejt0+zWvTViLUNnCr/ewsDGol7hd8GkLHocqtdnOjYJt/XWNKjWgYNuFQTs1i6n8wZy7pMSibG3fLyaOVmaosWowf6tZUEQSBRw99GjUF+Tvx9VEtuQ4P0e93or+xdE0FNaqvUERJKNpU++k8yJ082i+AOst8iDtUSvycoJVOQaEyWfpR0gWYAs351dzdQsudvxl/jLUXnk1Zh9n9DqZYm1kSFCnnyq46HLxio2stnlTpQMiPGZ1ZjvUe6TSVHFh2A3W+7hSVxbDhTD0mp//6/ZIuxEnaX1mPa+/gWRbSvd0t36daeE9hXujpnfsyNkCIyIIl8yTIL+c/RyiG1NoW5ZCbE4CqRzPV1JQeK99Pxj6yssY/Pcn2CJCwwn77ouKCp7cCJRUQRBdGFdTgBEVqmiTYOpJl2Q9gCbcceAdqA7yKu8BtQdg35p9WTCq0cg7VQHNCeW2QEGlzRItaY1P9YtVT0WzG9jlMc4b6Rqsm1hoCcraYm3oUHtMNRD1Vt6QxrjNMj735mfYTJ2TwYRNzufL/KqYSSHkWmZUz8kOZ9JluOJAfp9lMin0uB9EW+DvaO5ei9QzZyCaMhbTu4N7yzOYE5LxWCmfa6avjOCoRbkTZ4RoyI0FB5XjhYs4tbgv5NwWEhcUyLsUPBK60vK3jR5rf752ZTXVbJp/c/aG5kN/z3LNZLaAJsZDhYlKbh9jST2foI2LGkiszvI+YiFQ24qpkqqtHVLwoiTkxQ9nDMe4mkK9DUuzwWLvZUmWVJane/X7hlfyoHDuXt6KQIV+3wxqT2HmigjTGSG7sxK5GyG/m7G/WGXbAV718IgcFBMVfBWS8YqLr6OKFAE1ZkWL1myPcnM/aTQkoHqW+ny7PJY1lEcrqPQTBNuhCOmsxGv0a94u6Ce21urXgSWGsv+La59BWh0HNwy3Pvvmu6lPBBb5FXwWkvFMcfYze93ho3DdEWNYgmTQkAWsUkraJdSKomHS1k0Iy32oklowXf6YiXNpoCGRNF7S5J09JA5JSaF7QhnqTyqC6CRuqKJqZgHv47ZVteMJ1aPd9kzINiq8Xx2baKz4+xdb8bMXl7G54nc3PczcJsy44s0/o7KzCXWtEdR0pFDgE7FWzKDNNL6JDgyBFxc28GurXsvoDtM1NWt40G0Qzy1ouaYpO0F3Tdki1MmNOluB0EdXThDgydAcJTOGZzQSRdfRpzAld9EkEseCbloX0P5RayX9mFmfNM7PiSAdkQYWbNsYfZKaLHKnZbhe/whJm7CyGWZV+KSppSSuJuEkWcHGFl4EW9et6r9E+LgrhkN6sP19Zft7/PuQSUKJypDXZotW0L8z2zPodAEjV8ko3iChycPFlJQOOX+cNec3KG7mwSMh/eVX6P1oNo590VqZaGvj//aZVGdLPdkJAG0IJOo4Zf+CWrac+pDcXhQHvZBV6k5H1DrIOC0b7K9RDBmSjQXm0MxW3BK5HT/qewA3R+7AQcnPs77jlt7fokzusAQnjFXbvYP1TpIdg9JfP7MKbyyDPg+ni01JL9V9MUsH5+4jTSM7mO7tNBYx3gLj70VdKZz83A5UtPBzc8bgKtw8nC+YuzISRgT4gKSkk4zummncAmXpc+h4+AEkW1stAmkatOPuVyCNBrR0j3rOlX5XZWb7L/01NdgmdgPZfjnBqWKoBdsD8UoMFJRwr1Im9qMg5jP5MveHvS9hASgtJD0ZY7G67RBn4antw0N4/ax6vHZOPRMKo0paUk6jY3OKWbb0i/2uRMrFg5cfRh+Grx9LjPKrf8T+6yoqwimjTsHxU7lYm6VFS+bB9kBti+Q+Lo9G7y7+2Y8tqrR2aJNyQPTB73C7DKTVXBwxgwkjbvXIGHwAf9b3LS1EmzqBDgTm2JTuSK2iqInDDQRa4JlubgJcboSGe/HiqVa6K31r1S9uxKC/3Ivgvvuw11LbtjMaIFVJsvYLAsJp3qfXjZXo2ZFCTATa3MAOl4JeGnNN76enoVGQsdMWfJoRKOpB7V2/Y88SXXdzwioW6UVbGx8rSotCOCbxDkZXhnD+/kPUdzh/78z6mRhVMgq3H3Q7zhx1EQ6u5O0/lMQhPLbseeykPnK6J9y2xZ6J9vpm4TlY5tHE0hRkGN0T0D7RXeLF8r1KWAXMDDoPdrrh3qsUHPq1jNM/kLLmMA3kNzxQhA4IoZjYMC9fxHriN7ZEcNd7a3Hb283o8XLF3dI+vqdzl7/JKv/MDm43sdon64GuNibuvy63LzoTc6MK/Vn1WL53CSJFfBzsLBXx6UHZDJweF2fntLqy2VHmhM18solgmhNp9uOC7Cie9G0q21ntNuW8zWmwZPR3pzKSJZBREqqrg62F57xx52FSuaEavbpjNV5MfQVPmSnboHUECCKOmlCNoE3EimywzIFo76KtFtp6z+uv638vC5RlJ31NIno+V4jtu4YZK3px7DfdqJJbWMCt0+NtVTgNUtlI9t8YFLbGMltVVim2+er1H2QttjQqLcELAYFqD0r2DLCklvlqUBWVoZ7bWw0UVNk2x5fk5hJfxj3qQxOHAF9ka7+8coIH8/Z34fMD8jPCIjnG+8FlQYz74hqURTfhsikhKHFDJIvE9ahlMOR148CVa5joFSFj21RMjf/kVBzjfQr+eaYba8c0ZCeRi1R3kJGz2DqSKt6eIut5Z4WUHLFhrCGFLdMnYuXBEzBnxjgEVUYhJUFeX9qIja19eGPOchz09TtZn/Vk0jhrzhO4ePY6XP1eG7S80m/CCT3BQe+x4+O1rVhJ6tq5VL9NfWiuWEoXbMuCkL3GmFaWyuJRtAoKfEkF9c38eyqkDrhzsGGJAcR6s5lgMEtlZY0K6V4JzZ9GoPSTzKPznjC5+kQiHTj0kUU49P1mTFnYhbq567Hreq7N01+wTYk3DU7tJZKXz93SjlVMyM3VsQJRVQD1+57t7/HvQyYBeUEK8jYJ8jLrAyx9mmSTQNz2BGpON+3bEhY1QZoKehMZlg3E9i9RGHBjcKkPtbW18PZw0Sk7NJG0qaaH77KDeBBohjZOEnW80K9OoCc/Akw1BHemjeWLfVrMyg4ZMcth27K8hdFuxwXDiMwmlMrOnq7smG1BnK4/09eG1JYtOSubdlzxfCNG7OpjqrTHqIqccsEgYBC36RmuVpzGVJtUcVWBNDOenmskBZI9xmBFFiaawivh8JpSXFBXhkX7jcW7e47A8ZWqyE4yip3X/BgNF56NyNP3off5RzExYhz/yUceZhyrNnc5ZGDt+HWbkXhR7AsJGwTmTW6bGNVraO/vM4Mm48umk98o78fUTn1GFJhlWX8IFJXptOqIUgivd+BBHPN3Zf2eCjwqnfDD42sQLTMN7uZbQRDQVu1Hyufiquvq5ElvkTcOrLcprQqGFchN2NjyfN73hmfMQPVtt7HgjxYd1VpftlkIamka4b6evNZ/Gkg5W/5SHS8UBYUH5BYP0tRei088CmLvTisDQf1HXYmTYJwNtXsivfcV6BIVXDOmGvdOHoKbxw/F5zt2wypQ7cul1gc6ym71tpDk/PfH5PoiTKrjlecY0cg1WyrRg2CtF9GQzJInGnoHFSE4bRoTEfIO4eNSfPly7Hg7t8uC5r8qiT1I227zNsjoUgNr2nqzKci2X61BxxZh6FklqN43Bd+wwcb7TO0gW03e3HuEO3FY4iOcvvwS7BVoxfn7DYEiWJ9pot1R/zglBSjoe+6rNjw5uwC3vr6J9WhvbgwzRWaincfd65jdUNncW3Kq6EeFIN4KnMCuvzafELTDpsCDgi2nZGWPKeA2j6/ENKU5y4xdbgVvSmkkvzRep9HByWVdm57Cgz0QqFJG9OTnz8Yn/7gdX27uwNTEZnQUJtn9M6KtlyVaB6sKt7uLhKDgKYeqXr4nj6mS04/DrbpxxADaXRzwXljG3KDNfi9XdJEDbhAldgC+9XQtq7ht4FDJSLrv6k4wrQCz/SMhYwu2adwyU0kJ7zd+hLqL92XzrqL5d6oImKqYp0412S6qh8femYqh6eabrbupiz7mPiKisXb0kYuB9fVp66Ms0Na/n+2TcwLFU7cnng5eoO+yJBqfmSE7BOhRK0OuPFiutzsE1A96Cl2QBTdjG+rb0YKjwhrgPN7elgulIWO7ipCxMFoY+1CSIIaC8M63urtQwmC7ICFSIGDdaBcTy8oHapewY2hZED4tmf/BTXj/hROxvXmJxeaQWEFXjD8JwxhVXoBrbw8G0Ymje/lgEd9MEtFQzbc9IyFjsCIyhsQWFyWG1W3ueR5w7D3AaU8Cl30MzLoVGG1VpDdDabE9D1MvACadrlOi9adHPWSvqZI695vcImUErWfbpbYzUCFrSFkQj1+4N3568BDu0GE5bzK6iEFj94sz3sG/R05h7cL3ccHftuDAT7OZlZv6vmY9+Ra0Z3tUtwoyTn4vg3AMIFkHOtPbq0c4CrWx58WmOu7EvEpHZMhf9a8F0ttnXPfHnr8eRd1pjFwfwZHSWATVxC2JKbbe+xeWMLtu7+sscQXZxRKSpnWyuWdbQ0YNtqnIQskCsW0JeqK8NSik6vH8r+F7NfL/VGVbXYco3Qo+9c2yTDiJPFelbW4fet7o06vcHX1JJulPSuX0MJ6zTzk23rk/Ghsbsd/QoY4WDITGvl2WkpOTUmFWkHXwdUCl1aN5wvDBIHFNaUMaLV9FeIWZCV9mLx5SctqyP2e99mdc3JqtGt4fRPsx2c6XViXUaMM5IQBHLWzCwclP9ZeSQw/VI9pbjh2PM/auw01Hj80bbM9fu8Yx2D618ois99JZLvW4MS5sDEDpnjSkrUvZIqRjEacAXVZdgNULv8HmzZvxk0vOV3OWgh5sxxYvydu3ze8l1c6LBbOKHgA6ngqvL2uZI6vBaH8V0BOnDGITuUaJZJ+llmoHFV47CsKlkMkNhHIlmRB8JguvfkH+rmqQT5VtbbF45FDD69VsBWKGduszdthu0DdTakX37QIZbencCSG2DVFEYOIEuArVLK4+WSsWet+sr98a2D7QvGS6171i/z3TJWVrs3gNKREoKPKxJNpAINZORmmTjMmbgQlFQXhFAb6C3ZgQ6SSTzZ7t5U86DzYqQA74zfETcNVM3rqgJRhlCrZdHrj8RKnPsORJPMjvmfbRRv+5d5hR8V/+4lvsv1M2LMBxX7yEYbs26HYwfzqVJyxkIZ4VdSnqgpbuzQZRYhVJ89/M8Ba7DDqkiVYY3G9f/fddXYYQUJXKgGHCz6//AD3il4i7Df0IDY3dcRbcvreyCe+u0PqUgZcX7cTclQFkovz8FCsb8Oeen7IAzLpjIctl6BZLsdxbii7TY5YidXhaDNb0Iu0myyut9YR6FnjQoFHJ6X1N/bTgf96SwuRPM2g3bSMN+pBDsA3grcNc8KoLfrJyauiK49Dkx6iTGnBh7Hl0lSpQpAxGtvahoi+KFYGNWOaXWW+90sEZMYTngtZ2KTuSts3rbSc5xjcBar84JaaKhqDMWwwkye4tf2DM+l83L0EgEbVQ8lvUavdqv4xwVHEMfgYKQ8UjG2EtMR4s5TRystuxWWkSFmztdKhsZ5+McaXWOZ9BzjBvbBYAmHLoAY9xc5B7w+9OVqvikjXxJu0ytBBI5FATOhQc2FBEKye6bDLpYVajojKAJKEpWDRjREUYyohZenIzzqxHFUyXPThEdpgrulWPcxKiffZ0FC54HNcpJZb7KXj5fVg0aQYypv7xk+c+i3SL2mYUKgcO/ZX1e6mKl+jVg22yaGOnSYiwY9Qg9/L3pHwC3haTMJqlgBs9uXVpnG6tDZ7sFy2V53QcT2kWaGmViixLcEU6ceAvHkOB0oeMzwOhwoVpcQHHR0RsrRexcA+uz0I4J+bFeNkNDwRsFSSc4+3FEyP3Afa5HKjbi2u+uLT7kzNzLCxFslwVPJBXZ3RmzNrOMVj7/Aak645CuuxAlihJk3YJm7tV3ZuIQZ0O2GjUdgRkoJa0wJLGjUt7QOzNfWqDWeudiq5m+FwCWl5fhravcrNgGiONTBndl5SZ0GzW3xNr0ecxHITCcoSLxdEGL/mQq+erSd6iXoXtZxVJlZS6sHDcgZb7QkNNmLeRfTTTeO6IfUXtLHYovc5jBjEXmd0pzVEdRp9+T6Jbp3UX7erVR++mm25G9IsvWMA9rXoaDhvMi0HvbHkH3Wo7YNLEfHNaM6fcvICVifF9ivmBlmgza40bXGAkq/+X8J0ItumBuv/++5mC9pQpU5iPckODOgh+B6Fk4izjRwtn+u+nvkMw1zczL62S3stNFjikRTwQ6mpNQvo0gfS2NPOb7O1IYUcXv+H7MlHsiFitWYo7+eeSUgI1fuDHY8fhJ4fWYHKddfFMfZrCAEZwFmCtyUDeJKFvU4oN2J0d69Hc56C+HW3Gtt5tvDdDzqAy04Sqtuz39YegEtXpfU4gKZCBQhbTeLbIWDy5/SHLYuH8/YeiLOzLoseYGQOSqefXpYoTnVo4A575S3UhC/29DvsgxeQs0TwKyEcGZAwfPhwhqjqrm9MctzuffBJ9Nvs2M5iSsCbqBQXhTBfz6Cy/ytpLqEH0WQdECv4au3qN7GkOWp7+eZZckVngTFBEZUCV7SJ/MfrCVNdRIPUKhrDPQINtWYGoKHCrC51r9v0ZplROMbzVi0fh4LqDc37F7i53tfVUg4e2u3uWX26Lw7XxXAcS2zFhUP/K3rSzWlWYiagMhAdOPWW255bs4K4L5V+QmOHxhWwMOAXe8AAWvBoomLOdaMp2j96yBgeu4OqyTnZvbpeoty+QGjkF3FI3r2yL5AXMetRSeO3swczabev+RoAter2oueN2lnjzdrazc3D46o8xfNcGHP/FS5i16F0cu0cNJlRXQlDUZ9rhdNJIul00Rl4WKxgEDmeQwq6KsksvRXjWofy7TJTykFdkLSuUWN1CNkJb/pHz66I9dXj8c26RomHNknWYsGUpgmneMjFENlRjc7kHaNegVfRCMk39bS4Fiw53Ie5JItO7GYoWTNpokzTKtZuecQ10drpNnn/7LlXZALb3fbhvdoVje62AQLHIhK7oG6hKz9R/qUqW5EyAg91uFqCN3qbgotclFqi+FMxAXpSC9E0aX+7aFzcV3Y1FXt46YIZWhd/pVvC7CutiVdu9XI+xqN4XhN8efCceooe1d+eARPMOXfw+fvDu/ThIvb8JHw/5OXrFQozYKuPCNyTM+MZ5nqJ7dqDjkn3XyeaLBNIYzn6RMxsCJSyQ0CjAjtvUerZNlWmtok3Jy0Pr+T2sI9kLzehB2WkkPMjb3c58IqzPGI4d+rhE90hXF9pMlTltfjODaOWF3kJeXWRK9oVwqdXJnMiVZBUEXH7QUIhdfH/TLhd7Lq7OBOFyqqq/dx3v3SYhWrKoWvMmRif42EmianLNFAiD98Ez5ZwNZ0bXM4ZorTJyFh4rMimzE0gUUEWhlzsJCN7H0BVfxc5nRs5AivBrtjq1Hc+4E3jSxa/TciHDKqC54HT/OI74rFUmR9MfMdu6tqKcxOsSEXhiraQuwgKz0qAPB8es17pE5mNMBUT8IMODLfrmOT1rmVfz02ueRm/KJLqmtqCV7hXU39salRBRFeyVCN+vvneWY+fC5Vh6zxNobBVZGwuzj2RvorVTCq0/ukpP3Ibiue9zWmkMEtrhpySC6fR1q8Gp1NeXdQ+eNefvkJYtQWxTO/q2JLM82rV1lv08irb30bsSLmPs+OsJqt4KsSU8fl3Uj64rE9RX117iUBfK0ImYg/jazLqZmCi7sXWIiKhpeCWZtYGCdJkK1ATd9pYOdu9R2w7FCARaw8qx7LuHWKQEEoAlNPTuwplPcz0Bao3Tz4MTU0rhz28myo9pUyEl5NMYXjyc2+v9D+I7EWw/9NBDeO6553D77bfjhRdeYMH3ZZddhlQuW5b/ckipBNrdYHTxbZ5C9IkFeNt/AlvNmKsndrSYKwrq/SuvyYBEuykTKK9LQ5qXQpKCXprgug2KyozZLYzacsY/jb6tKp+EC4ZX46qZ2cF2RdiHl10JPOLilZWcqBgDpV2l9lDvLet/lCBncl+bllgLlM7NnHac5w7MF0vQoox+pKSMmEmwgmxrSEWXsHbiAAIYmrj8xvG5fc6TuBYEXnDgCChJBfKnSWxeV4dMQkbNFGM7xXtXoyxxFqY98BmUVIpVd+ccU20Rv+gz94Lm6Wtu/PGPIHW0WehL5nMSX7Qo52cTmQSqmo3zEpR64Rs1CgItXHPSyKFfx60dUbjUkgXb5klWf0s7RFlGr8sYkCUKtgdQ2aZF1LZhPpaEcDclB2b7pcHjh9snorZFQWmEn6OakiHW4xIE/GgK753Ohd0JmV3qBMSSTHlyOv49jD5HDUOG7+k4kfh8qZw98WYUhwbgP26HwGtg5mOURerTVTiVbwAQfUFLjx7dvYl+2hIsu+AQPGjtIxO3LMU+w0rx13O0XmIrCvwe1Bbzhdva7W180qfET0g9X11bEQ3I2DC+EBmXdSvUz04FLFKiPeejx1HgM87x6IY1bGHIequVELeichjmLPR7NcjWfgYSbJN/aPmVVyJ00EE4uLwY1w6uxLnDyyAeV4Yrg3241NuLmzx9zHvaCZW9+8H3t89Qp/qRaiArG0oYTFZF+ro8DgmLirHMsk6DDAmCnEFpJAmJOeQaF/VVlV6tCILOaLGjA7KFTq6BNEVe70lhq1vCRm/uh2JHlQuPn2Zsc9sgAR8cJOLSLjdLFNtpkpNVn1ZvuYh2k7j30EYF574tQe7i7x+0eivGb+Dv1bDdPRRRQcGdFRm8XSDh2eIMwhFrNZnsjkb17UCZTW/EDqJGbqcEdusaZgtF4F7c/S9op65fAH+Sj4u/PncWQrNuwF7L+H47CceRqBgJjtI2meaRQ6LKDHcc2LjJ2H8Kdtk9e/hvDeeIQDFrA6vzOx8nWfY0tG/KopH/aj9ejaWk6YkjTzR9IA6lfQOrbBPkHRLaZwcxqG27Y7AdjvUiML8TUSFkeW6IIr3zSqtK+0DSDJxq7jy3kODVPDEFTDforXb4Z7+DeFcBZIiIuvz4OZXVzEyQfQ2nE71323xMplEhMcpo8TKOQUZpgQLZtD4lN5g5aSvdV4csozC2A9XoYBo2qfg/cMW7v8bVH1+NeFcbCyg7Fc5K+NiVwrOuBH7nyV1hzXW/MJ0SfR/5/+72xPFLT5TTvc2LC/oOsvuTJXhMdYDB+1ahtshslMZRIAM/6HQjTT3tE0/BdNmLh1MFus/865teZ5XP+5fcz9xx9GLFCffDX+HGkDNKED4gYGVYugB5i/HvnsVL0bZ8Nds1ybyrsozW5g7sve5LHPPlKzh08Xs5zw1rvWAOJmTPRueE78cPygvR1tuMppt/6bjuDD3xoG7jRn3jA0Goz5rc4/Mwv2/rSwMo01olC1R9B3Vt0KIuLDSldYpbfxH5HdJ92RZp9GxepiY25piq23YYyWLFIl6m76uaoEsnk+iNZ9CV6II3RW0qubV3hADfLjmuaK2kaXGX3uaiIYttBaBbCfGEUlQGfAXYXsAF6MaX8ZaX/0X81wfbFFCT3+CPf/xjzJw5E2PHjsW9996L5uZmzJ7N1aO/a0iHapBi4jTUMBRHTXsDvMkE5OUpJs6TC/aKgtIu6XRy9vetqrfeuiRe/vQzlG4xaGLkRWihtlC2KZNEV5/V31KjodFATCqdn7pS2J4vqiiqg6QKsND4ORClXm3hRjSs50olRgl0orCPrAij3FRVtoOC7ZbP+nQvwXZBRmOE9/N9dGwNdtUHsHg/mxKzGUr2OXX5nannD503ldHJSa1zZ1M10ik3/Ds6EJmbxJ7TSjH4oFKUz6jH4AOugrI8ioRKUaKAMxZyo6eYmyYSvYcyl510TgMlQHEete50EjvOPwupHTuNwdo8E+TJRlCwfeKbnAZEdCTF4rucP9jWvGYFNdjurZ0OlHNhmVxwyRIybJmhLsAGGGxT8Ll9sIcF256uxMBsvzS4/QiFvTh5DvW18mN0mY4jHzKqFYn9DJKabt5NynzBWtKt4OT3sic/DdW3Zgey7tISTL7/iazX/QkJskmYJBfkA681/jFgCmr2PVIQBfbZUMxFagYCTwAZSz+golcfB4Q8+0rB3f7Dy5io0l5DnH1Sx9cUse+QfqHaXQkC0mGTOJpKefS7rf3+SZcX7aqoVmVvKzw2+xnt8cmIXaiVmhyTLoqpmm1/PSdUeqixHQFl116DrgkduGRwOS6sq8TkRQrM8l6C5JxwOWxZF8buWI1T5j7ruKm6th4U+j1IegR4Am4jyL78E54gUw+SFrg73H/FrAU3oqQ3m+JotvHJ0OLI4ZrZhdLMOGSBDOGDFD5wEKLT0BcUkfQZZ3nJeBEZlbZMm7PfU27Vi9svCHhjljEuzFgoIxTnSuoUJGTEDhyw4k3r8cCDL0IyekRgXlDGsM0yzn9LwqxFCqu5lPTwi0oVZkr8kECZHYKpOvOTl1ew/54l8XuMKMO5Wj8k27h3xZv36CrH21OtWdoA2tbYZ9XvpP+SfREF3fmsyAiebba/Dz0IGG5qF6J5hv4j9WbbEbWtxnnvn4fVjVwgNK0+IzdMuwEjig33CYtoWfcONjOEhnnRJlZip6ueWYAe/s1bWSrnZEM3uoECJJE5l5jR9c8noKRJ60W2CJBRgoGSL06ihgPBg0UhoDK3o0j01VdYT2kGLihCBUanTctgsneacjZw9N05P0+PCvtE8WAsChchkjD2kzGOPJ3oTrVhW8IQgctovvJOUJNbWtueF3EsaV2MrmQXGprWA9F2ZMiTWsVbqnq6E7oKc8vmVXYYySZZ/VkhZrBZkLCL1iPEFNKgUogJBabLUFLP5zz6lh6xGJMTAgu0b2h3o0wScL3rRsxe3cycAkoh4kiiGFPVVgVZz170wUV4ZAX3veZtDoMhegQIFSJSHtN91ipDXm8PWGU0u2UmZKmBhiXStth39TyM3JmtIG+H1u5GVO0LXkjjwOVhlmRZs2G+xfbWsl06YGKJlI+CZBeEtFVuk2oSivzhCV3RNFurUi++NqawRF1EbTMoUCvcamVbU0fXRx917hV6nVmgQXXsaKkU8cR5nqw1rXEA/ML9MXwDJI2WokJUe/NJrLE9mmRiZ96knJedKAaCujsGuUJ0kTic4svybae0rh09kg/SpMuAUDXgC6KDalxSBiWa287/IP7rg+1169YhGo1i//25aiyhsLAQ48ePx0LVQ/W7hlSgCil42GBPOP2Tf2D68jlQ2nZPjVRaSDe0woRfaNEhCQraXQraPDK8t/8kP81UFb+yD8y04Csv9OEL0XhYKIjib3beP19BsR7sJBwWaZT5sgdetHAjv1Ni5plp3Bq0ahbR2YkCRwtKJyTbM9bFoLqPO4YF2UJz8X68L0hTbixR1dN51YAokdZz5M4RbFPQf8DIckZtXRA6FM1iDWJihKnPHr0E2PPswThqxkjc9OIbOOUzgz4mii7WU/reyYPQMLZYX7hThSglC/j61KuhUE9XLqRjaHnoCRakUzbXuru5r29ciuvvKFNPb95g28EzWRD4PSA5eaXaoFGFtGqZ4uJe0wMJtslGhz4tJCUEdqOy3ZeJ45femH4W/GLYkjTIh3dPMPp7tTvWszSDMgebKzM8Mq9s77sgd7BZHarO+ez5BpVn2cHQW3f++Mf97nMiWMMTdKyqngE2GRTVnLCLCTJLWC+mLt4NgTN3wKKWTt+heev2BwoaMmbfcxvMdnE3HzOOWWHZMaG2kFXH0t1GsJAOlWQd40UTLrJ87uXFDbrYkEsQmKIuJVPIb5qKBqdM5eJoQ0P5s+lO1WxKKtK4K/VT2Sas71yPy2dfhmdDUbSodOvBTQoOXKRACKuieVLSkUpfbBKssYMEHI/fow7Dy8r1ZKO+aKNFkskpYHHLYhSlejCy0ew6YRyR2caH99ibxM0ckg25cPynznPEp5ML0aP2jz97nAvvzhDRZPYppkWmamVJ6tWvBU7VX6eGpoRfwOqR1vfTLkVYK1YKktDLAp1WkYsydbgEfGESIZu0kv8+bqOMI76Ucc47EsZvpvYT8zeK8MgV8MhV8Mjk2SvmFOU074MZ1J+YUXu9zfCqGgGPtrzk+D369zmcaHtMn+9asDM09ljri35OCyjzKRic2YbTYy9ibJrrjPxtxaMYsrkPgxpiWTRyM+wK4UShFoZ70BUqtSZcbdV+qmxL6oKdEiApxVjk933yCdN20QT5BhcOYT7eFJhQwtdibZoHXqSxz3LzhexfDFTQaMOiF4uGXMacLRjTh3qLCfX7Aqc+4UhHp2qfi/rgPQE8uPxBbGjlFeunjr4MSXeLqvIA7Ey2oKmvCWs6iEWT7wHif9OmjGbVUYBdd3r+M3EkB6AbSkmK547OfewHLpVx1XMShjXw9Ia9zcOJVUA17CvifOOBWo/JpkvBevcYnNvjwi/b3MgIhbir4JeIigVY3FvMnAKI6n30vj/X2xHo2mr4rOEz45yo55jmTLeJESk38vNoTh8oQhJpkYuyEXwKULl72oLqdwJTl0vwpoEJK/kYm+jptFidmq1uyW2HWdnROBA2/Lz5TimWZEprNT9fBZE0ex7os+yelmQkXdvQ4X8BbZn3oCxQ2YJhtbLtI7aFgjb1/vFo/S3q0jlXglsLtgkkkvePs3OvYeQvUoinA3g5cHrW32heHJ9ejcy62SzY9iVkuGxBuRlSZyezpasKVSHROVW3rmP7bhJyWO3OdvchwdNMyd6Avwju8jL00iFIaRT6rA4j/0v4rw+2qYJNqLH5yVZWVup/cwI9yP+tP5Sx1qBlM8duX4He3bgaRDfPCGSjA0ZJJ4/PNhcXV6NnlHpYB0qP3bosYYiz+QTc6Y7hr8RP08GHu1zHQ0JQtK7rcClo16of6sZJ7GBQuC5n4OVST8VKn7EwqisJMMEQbYilfpLKwuyFqJLmvTsWUCBDAiw28aeKYAWKfMUsc0bWAprNiqAqADeR7COrjHJ6S76fyw4dw/otKYsvuDyoalVwyscpnPtpQqcJabvlEkRW2SbLmJ6pfXj2RBc+3k/EqpECLj+tGo9F12P5RTczOj6rctuDtFQUsWSveo1t6rPMXtF5H+OqSAgfKgUodFN4vLmvoUOwzai1NOH6/f2eEyd/SiXe1e/nCjwFiPv5NE/WFEES0hrgc/Tlri/1QIu0X0KuYsDrfIwWpBNoCTTjk+n87Gh/TbdKyIw6I+82XWqgzO5b2/dWBaswvGg4qk48Lfd3fPVXx7Ko1M57pfL9JGK9+nP15pEuKF/en/8znVuhtHK6tHq78NtLPWcDHrNEN4ImxgFlqpMJTgXs72fhsuVwOdCSe1wkmKawyjZXo1eY/cqYqgI9tNW+g4Lt8p4WJMiuSD2Y5DR1UcwORMbvp/+enX/ztjc0R/DuAaeisWKwHneWhbwYWhbCsPIwMn/4HWtJunfWNRbBqYGMm82QWTWoQZDgr/FYAnIl0WvZj1vnXINo01JEg9ZvnrhewNAdErMcGpOWMaJwWPZ9oVL01APVf2qK/GzuKPC5UE72L2o/Nfur2+F57ezBdS8350wC7XTVsetsr9aaqfP/Cj6bXMAC0XZXObqLBGyryz3ZUaC9yLu35bWE4EOvVrlnVTn+eTOddJ+VT6HnkyTmd6TxcvEOJAQgEKexSbFUe0aoleCpq01aG5AQlihpTDRs6tp0oULqhV8hWy4PuykSGZkpxOeLm/Rko/pvxaRpQdeBFrRMdd0GmmHdA1Akp+8zrx+y/n7CA1Dq97Nee7of3D5G8b6r+A3sn/oSV0T/hmK5k80LR75t9A5rNPLKQKXlOxhVlIJi9eAXiBlc7u9Dtz9usaicWFto+xwdGf1wEm2jUKUrEdPcllbHBrfoQSwpI5rKZN2Dml+3GaJCARzJKfG/TVtleo8g5B2TyCecRKFo/pZcXvx112h0jzsbyohDobjU+YPOZdkIKEX11mdb/UmbqrVbSBMCCtqL0lg11GiclTwu/OSzn+C2r27D5u7NuS+oCVRd1F7sjqUQ7WzjSSVt+UPBSC5bM2JbuPo3hDtmnsyKBGWFxjH83NOHtSY3hAJFYL3Av9/hQ/JrNXHvVteBNNaEx+KNwEk88QABb/pPQJuLEtgKvvbuiw/9R2HZlNuxs82Lqyfeimv3vBYPzXoII4sNhhxRlSVZwkNCL55x0dqJriulKqyFmZhg0p2AjK2VAWyo5+NiWYYYMMbz9N7+pyCjCbA5QDs79IlyffAQUNqexJw1b6Iz0cn6lem/1dRIr21XIQX/uIUpokGOd2JHj9GeGSnk+1bYnc5eezDG1VZElDlYKPIylhJW5y13AJ2UTlfjVP0sqL+kkzHH+5n66M1wEjnUniElqmDfNfNwycU/xObBp7FCFtuHCSfrNq7Vi/+k08jdpso2PTell1wCTx1PUhNa//gnNocaYpIpjMqsZza+hLm+GVjmmYwDR3LXGe2HxN7Sqg2mu7qOF8oyCRS4AgNfl/yX/AwU/eiK/ucRj/Mb3GsLBnw+H3pMPtF29PX1IZ3+djSk/2t0mBSraYHpdccRTaUHGGwrjIam0c296rU2ZylJ+EGgiZv6vajflxbXln4cJuOoD8pCu4L2qIRPa4GlwQxPAJjuIUmSmDBUMhZF2nbOqV8mHY8jU1CNeKxJ/3qvIKA0UAVBERC++kfoe/k+eDeqYm1s0ua/apWFfxZL+H0LKR+6QfM9bTM14Qx4V5srAaYMp6RAmpPUA1q2y+qfP5segpThokacEq3AK3iRzmRYPwrRJFngBIktpugxuKcsg592uFCVlLnica6zn0ohsWkD20e3adE0ok1BXA5CVpMNkUQKXtHDFreHDzkRX2xsRUVyM7rCAvuZM7oWEqi6+CE+cgex74knIPba60DxUK526/JA7N7OkgfReId+9DSwaWeBPBFzPQPtHZRh17JpjNyGRCaT8/1SMsnOuTZ48P+mWQ912O/J+6wxpA0bLf07v/wreupOQL8QFaQ8gE8S4O3r6n9bKlJxQ+GaqhtCJoZIPA7BgXZJ94MGIRll1LOM+rzRdzSLVQgGAigdfixceba/0L0n9kov5tM+PUaSrN8HftEP34knwHXccTmPIdiyPvtFKiRKUr/H3U39+0QXKwP29LkQy4hZz6MZ4RfOz6pYsMuqXuOu7q4BsQ8IEvU2q79Te2/PinexdVIVSvthAkg7vsGGoQITtzIjJdAzyAjLiEZj+rEfPqoQC7e24eARpfprfkVBXayd3ZMtPQmM/PWNaHMVQ/aGIab62BiXjCbRo1jPBT3fG2pGsZ/jutejdpnVAiy2ciW6tm5FUUDBjz7eLdtvhmdP8WDsJhkHDPWz66fjq4cRrTkQilpRVEhYidGoFYs6t5eEhCrOQn3yOdYHGxt8Nj7YyOnKGjICJR3VKpxpG363wP6dTCRQvHM5u6QPuGO4JxFCUBKQsN0X6VV03/HgJ6VXH43xi469KR1mfYSkRu7EGP9XAm52bilhZPJfJVzRJVq++Yvik9hxReHFM/6zcW7iecz37I9WcQvagkRt5fRWYoXRIj/CVG/52LPX+kVsyVe/VEJ8Qga13QrOfUdiz4t+DHkOolJuYdXXZrGanZqAkkCA5RtjqEltR0OM98nSnJIP2vXimgD8X0N2rkf7ilqMWdmLUNS5M5n3NjrRNo1FXZ6GDJZI6vHWAKqCtRlhunckCcF4s/4ttant6E1bF4wJUcEPx/4QBXKBZTzyrHkFSpthqfQYabkoCrqD7ajoUuBWSjGuOoxUvA8pNSZJLl3K1hmuVC8yYhsExQ+XUoDIfgegfMmHUOQedFeHoWwisUkXc1XRqOfaGersS6Ij5tQjK8AjVUB2GYmCsZtlbBslsLVKR1eHpZJqhsRE0STGdiHKP91vn61uwMxRphtFO+5hR8LX9lfIBbUQI7sc55NNLc2QJGqFkuAmhXzVynJXtAlShrNOVjSt4BV8e21AykCgHy05T5aZCk8W9HbFEZ/3BdqkNOI+eo0KKS4ohfUQO3ME7wPEnyoluMSYRR3wNndUfz4eTHDBuB0fG3RyuBR9DPq87kJEtxiJAVqXaH+j/3/PczjeW0B/W8mKJfedOg5yTMb1E6/HLd/cguZYM+5feD8ao43oEjIQ/S54S69EMZ5hibUuoZhfG7hUNWsFzx16EaZsfB5v7ZuAT0jAqyRN6xu+H60FZXjyyCtw2XsPOh53TYEXSh9/76h2Eqfknz/16e1YOrUYXYluFmgSMt4MigOF6FLbGSjJpR2jOTmbkdSg2uXFon1KkAjQ/aWgpDXB7DqdAjK3ksQrYhoj0oAnNFRfczal0rjgtTSz/NKDUzYkKEj0djquEejZtm9i+1QPKhZn2D4pmZSFmeZOJSBkktjvxCuBziMQ7dkBxVcAF7sJFbT1JdH1zSJMWNoFwVugH3PZPX+G4vMhfOABaL/oYv37uhsaoEj8mCUliSv7jHM/cd/Dccoek1hMsXBLO+JqdX7J9g68tWotpmUycBWWo0cUmTCnu2U7evwj2HfFVFG2AQnB/oeQHED733cm2Kaqmta7rf2uHWQgkK1uqiEcDiMY3A3F3P+H6FI9IOkeohspjQi8HpfG7O4HAtID6ItmQhDJHhZ0s/ZsUqCVqXokwiWnshaWPTskrKgjaykeuJoh0WcUFwKjZ8Dv9UI0nfeWu36PZF8XmtJd3JpKHYSqRT88Km2w8tBDMO7T2Wjc0oSiTBqiJIG6VeixO3CJjJ3VAnoKBDxcKuOXbj9cNIT6ChA4+Bog2gA0fMO+JzP+NLy5VcCp8VfU9RXfUVo88ooB36eNE0jwKIW2SAo9GRekdCn6kuRVyz0sZZfESPy0ryQWpWFnSMTBpVXki5TzvLb8/m5kFi3iVW3tRAlAAUSUyk2sQkQvRBISC2RGX305/NIe2H/HfZiQklFRBqz3kN2VoX0ad7Wg4rirsOvjTyD39cE3ZgwKjjsWN61/GGc/udgyIbpdxmLM7/OhqMh5X11t5OjIazQEujaBgoKc76dr0UvfrR4TnRZRyLC2gkCoEIEcn9P3y6GvP56Sc27PjDLBzawfgkmylnIP6DOEwr5CCGrmlbbullMoKi9nTAs7jh5xNGZvVzUeyGaIkjOasjc7ZF6BKSwogDvP9l8Nno6pPUuhqBUI7ZliX+tyoXDMGIRKcvcd9cgevHiUC2d8YArOKJB1ufo9bu4lKyAgCtg35sIml4A98n1GvVfCBwUR/zzK+tx4ZZtfY1/Ih6BJrToX3t3yLhZ5PZguJBCUBYRkICzEcc9nDXjgbGdhMw2UJC0c68EqTxoTNyrZQkeiiElDK1FEfZbUxlIEPHx+9qJ3ohhl7/9o9EEYt9e+8CZ3sGvPxlAoKC0qRVHQOBfrmyNYsjPCziuhZ5+DUbH/UHQ+arUa9Ld3IDC8GMVNpKOA3UK0QMDiPV3wUqaI+ulJYXnxU+xvhW9eCGXS6Xi1rEofT8nDurlMREUHH2eHFw2DZ9Ey9Hj9KBmRREGmHePLJmJt52r2/lB6byiuiO49TEkdhQY5ShSqx5VZsADDp7RjWR1YD/hffUn8KlwMn+2+8Ab8SFLFz+xowUYHqhXxsUyvKFH1T3MV+FdL2mpiQR8rTcJ6ZB00KmWMZx1iGY698AZM7YnjljdWYYlrX2zxjsZvzpyOv753HroCPlbRpuc06nchRLGZ4CxW5I15ccIcvlir4rlKBjY2qEGP+XKXsMeR6jMZ+JFU1XSNd1wfu3fAUoraLMipyvzqnbf5E6y57jnMICE8U2I4//e4mPK2JHSbzp/zBx8tkXC7xwtfSZmzlgexlPS5g/99EFoxb2ccp5osJWW/GzNHzMz+/MqnYXfwSRQMQdLbCoXZ5snsWdfGMFJ17vorX3QfH+tGp0tBRooCYgm6z/kZpozdDqWnGatXNsEny3C7vfp9nmbFAv57Zyyd03u7SOlBj4kNMOtrGd9IAlbs74IYEFHkdx4bo2TFuIsHtmXFhdjmcrG2Psfxd+oZQHElXMQ8+/g2oG09s6xyaUwfBVjUOR+i62CIoggvS2Tx54narLX3NSdVVonpUM6W/CivPwIPrHjY8rpHFCHIAvbbQMGwgj5qlPC7IfgLIYTKjBaRHG19/d2l9HdaL/FkkMPfmKe5xokz3uDyufRxRwiUwOWK4BvvfhiR2Yw1vsl6q+BVM0fioc9M1m5pBZe/sAajqwrwmxMmYGTZSLSl2rC2l/u8u7w+xFGLJ5p8uE7dHtHR7cfjGzkKLw0agqR7C0ozARRP7AGWZSz7GSkshyKK6CiuQnl3tte1lzEejWNi6wd14Th6Y5Rdo41jCzBqXYT5ZodcovUc2J4hDs7d2DymAEsPrEB1Y5x9T0VHmt0TTsGiW85gu0vGH4eMwl2DDTHVVT1+iEovPN4whGScWSJy/3QBlYnNKCosYEKNbE1M3uXEcnC5cLzswzumXv7ZkwQcGPUjtUkb8fk+9IhFbAysKivh+gpFRP+eCuxaihQ7Nh64lz33Cdtv8rbXjrm40qDPxyZORHItv36BWAwukVozaA2e0bdF3uUjxw0FinnS+e7TpuDmN1YhnuLXbNvOdkzKACXlZejzBiAk06hKtrDnUEtQ0O//zcG2lhD4n6CRa/Tx1lbrg0P/rqpSex0cwC78f+lPOuVQcTdRePqjj5tvvXzxeUr1ulZMwitkmeWE4p0yDv+Kk/M8ZGRoglQ9EcK5r6Djn29gx/kXIN3QwB8AoisvXozWWPag5iGxDcoeZBIQXr4Q/s1zMSgRRziTAemhudXd8GSAU2er4jEeBY+545zuevTd/HxRlUV9fMedejP2mqb27isKC2y7RB7YMCsIBZi3n4tbdHTvQGFiF0oTsyAqHnRFU3qfKWX5nMhWJQEPBG8o77XTFMAl3UdcQICq94oAam1uGDJc/76tnkIUn3ACalo+w/TkPAQVAWd2j0JUtCqeBz1+eEpLMfiJxzHs1VdQ+7s70TV+FBbJLYgJlFfIsTJjiRHn/UySx6vpAacjpox+rve7bIkpokkLFK7T393qQJrnh9TI7ehLUcaeW1Tl+ymVFcR8PGAe7udqoQP5IbqX9izI6jGKOY7xkomXYK+qvfRrxq6hqbJNvdBsfJfyb/+4vUdjvu+gnAsaWl/n+/zqljjaygQsnmCqKioS2uJt/Y8bMd5bpiUJulM8iMn5o/Vol4nwD3Wj0qaccsmHF6M93t7vdp9e+zRcXlqIchVXAlX9tnfE+v0sXZP9Mi6MGeRcAR9ZVYjhFeF+v2dSkvdFtpXUoC8pYVnbMmOlGO+Eb+VLlvdf/wpViLUzIDAanac8WxshtW0blI5mVuXS7gyNLeSEHTXZV56su/pGH8766LUt0hLnzTXP4JWlRpafvvZvR1exIJf6Adk1bWxE78puxHemIXRuwUNH/QonDb0I1dGfoyh1OCSXWxed8qWScGfSTIlcE7ikm3aUyvAhrBYpmejNOn8aj96+95+PL8J9J/I5VlaD7c/2V6nQ/VmcDQAUwJtnrHzNTbQwrSz0Y3J9CR6/cBrbW/IFryzmOhoZl8gq2nT+OguNIN0sykWVadrmuR9G4UuIFm0UM+iUFJna4UOmZ6NCbkONZFRM84EU1Z2gvTqoOICRlWFkEON9nbSwF+3ET/PnjDNOftKiYhQYaN6yK7Zr2OyW8YmYYgtpx2do8ln6valtnB+jCMkUwBONPNdYcmvaNG+JLnQmjOsZCESRkdPGWKXaAmkBDiWKWNVWymBN9yrE9/sBZntTWO2VWCLATFdN98Mc0FCgWHUnaE/qGilSF/HAsgf4a07H4vfpi/liJsgloJfEq5zeS+dz5KEQigZBmPVrCKOPhHDsn/Vtkh3ZtvhC9HrnsX5VqmxrMP/e0Ge1qv1LKoyTJB8OWvSc9aCIhYc0gh4BBTGDadZS7QUKa3igrb7v/wp+Wss4jBWumjH66weMJ9cPAS8Ez8GdBbcgKVABhrQwRBw5oRoX7D8Ug0tDljF4Q0sf/vnVdhw97GhmyWlGY3cc7YF/QM6RPNs8aAxuPX4CyosTqC8J4pjyIxCqNWqFg0uDGFwWhMLOj+CosVDizRi+6RpM7Iewqh6e8Lvw7KVDVSXu/gM9rRbCg2Kgo9ynq5EfssXB3YbaK9Se5q2ZPsv91jHxaMpqwKNqJND2q0r4GDCufTaE5c9DePNqCEv+CeHtayFsn8/O7vmSHzWmRGZEUDDbkwLC1UgUDEWbWIFG1yAgUIoTpgxCetMmxJcuNbbt9sFnar1MpFVGsallwbyfVddfB1cpb19KNzVDVIXRSD+Dv5c+K1rWjiOrCvD7Uybp94OfRKGpGh7yQ1bbMoraNg14/fff8vM/E2yT+jhVqRcsWKC/1tvbizVr1mDaNJqQv3tIRbU+p93P2BB93ByWOyoPqnAmOPCMph3U+z10l4JLnk3j4ufSTG2ZweVFap/LEVu7DW0ff4iORAe63nyD/Unq6rIEntqNR+rXpKJK1hEVE9qBru0oGm0ScbA5fgVMmj0dVCE98k6gagJ/YU9OhcWYo9l/3FXj8UzwfPzDT2JIgtrPoyAiKpizn4jlw43jOzgm4qGOZ7F8Cvdfnb3XsTkHSgLbpwFU+sj/kqw82GcEkQ1y7GsKRezccySeP/xSbKsegQ/2O5m9p7TToIbS/hYmrXYhHtGHl9a/hPtXPIiMJGHFzm784JkFeqXJfL0tBMR8194p2M7zuFPP9qC/3Kuvrl2yAh8omOL3QH8QHdRW2VdlzIJMzihOZhALkJc3EL3/Pshq60h/IIVll7qgoedg5dixuvq0HXRvjisdZ3mNRGhZfK3uq4/1L+Snl5y/3xDUlfMKCCkYZ1+C/IsgWe3BNTMqCJFUhLVk5AL50Qaf45YmmtZghmxW+gEFmeRPTbtlX+KTFcz7W9/HQMB61KmSrP67UM6mqjpBOxthv4g5+5sEpyi5ISisRYG9L8fiseOpp7D1jDMhtbQwccLmsjr8Y+FivLT+Zcv05VmeX3iKqL+BPfdE4THHWF/fvh2ZpgaVyZHfbpBAx7BxiIA3DhWRTMusleBmTx8um30ZXicFW3WR96grgRfIEzfOaZh0eJToTIg+SB7qNTX3/Xi5BUrnFhTKaRw37GCIKt26wi9iSCkfk/bcsADDGzegJNIJUItJ1zYglS2gtlW2Pj+J9etR8NhrWe/7yynVeH9aMdrIKcHUb7xupIhHL/TiMZNN178Nec6v+dyT9SQJwFE1TPON3lrtY/u6fHiQtTWYK4Haopg/zyIKVf9W80btrdK2QmNOuA60jn+jyEpExXszRDTn0bekPmmyo+xKGOJLLNjOsW1KDQTkIka3FlUvWvKBl/uxGhu1TUFykiEqlwWysyrnAc6wshA7X4OkBpzw5aZ++z01TFDcGKpm+tIZiVFCKTlA35WSE2hq5QE2jWPd1BKlwlwZlMRuvLHjIfxgw5N4qrIWfWH+vFDfbdrtwQuHXYJvAxNhhz2DJEq2pYfvz9yGufjF579giUUNmgJ6oRqgkJpyvygaBBxyM1A6DOeOO9ciWhX1LESn/yV4JDof/O3hSAaCud9cE8KiRIdDAmjiGgnnv5RGSZeEg5IR+KnooShYMNWFuOrKcvd0Z5V0rZjy70Cup16oGAZMPpvdSxMGleChc1VvcdOz+Myl+7Dk1+l71+PBc6fi7WsOwu0nTcSYal6pXrOrF2NKx+COg+7A88c+j1mDZ1mE8HaUR5jYoSREIAtxVBd50R0ugevyK1FT5ENBKMbm6XP33pPp+oh7eiAUCag47WQMu/8veO7yfdn3cC0QA8TQK820ORxU9kuJoAvRAj4mDijY1v6rvjftExEr8qEmVIPDFknwZQxVf+0Z59sWifpgmf8606TLIugtEINPK4ZLDeKpWJT66m/GF7WuBT78pf5Pe7nujT1qsZP09QQXktRuI4hMhDPkdaPp5pvRcufvkNaKmC4fs/+ic0qd5M1FfH+8Ih/7/BPU9bgKV1ERgntzXY3OD2dDVIUPRYGv9/Tp3CasWFcSxKhKnjz1p+Is2O52p9i6m8T4PDsXActfwP8i/uuDbaImnXfeefjTn/6Ejz/+mKmT//SnP0V1dTWOOOIIfBdBPc7/CrpdVpGYfLCPwS4lyAMLh3U9oxCpT+yUlRJ8SQXBuIL09h1Y9evr0BTdhZ5kDzZ28L7TdHMz6+8zg9QhiZJHi/yyGSGEh/CHLVjrQf3Jxag5opDTFB32lQbpRhIdSpsy1rVTgAveBGbcyL/fLWKJd280g1djqCIZF8D63SMhawVA27PBdU145KTrsGbYFGysI0sQ46TUtAGDmlWxNNqrPOIaGiKm/TP3vIYDbtRJO1n17a2Dz0Z7MffXllOGJ6ZbUHDbrPPgkg2alCyLeHLFi3hn42e45b3ZuOn1Jej1fsqub1wdqzpUn1n7+c6FlLpNjTRFE0F/FQPPIEP4YmRbL2rlnTwoGEiw7SSQxtiL/fS0RJpRkk6y4FNLzCY3GP7w+ZCQEnCZFqBNw+rx6zc5BdcJRw07ii2S7h5xJvt3ShMFFMnypg29mSZk1N7zXKB7NFmQQa/q6WxW3ewX697D0MQ6HNUnOvfEZpwDfbLHabv/fqbcyxaV6uQrqxNhPlCgzeiC1PrFytxGhZnO3UB7tl2UPKMFgMsLcbgLxbKpl28A4w8l4NYPV0Wt1Oqk4O5ETIqj89ln0XD5FUisW2dJOGQ6O9H79jus15QdS1kVkl4/Ptu8Du19KcQz3JOYgtiO3iTeWWH0VNpB/XZUpSq79BIMfvLvKDqRawlIHe3ItDQhpAjwCm4UBivhc1CT1hAPCJh9kAs7a/ixmJ+pF7a/j6cOuABry4cyy0T7YrhFrGTP4fNHVWLoPrP0fWDWanEZmTVfYPtJh6D+4WuYxeBPDhuFQ4cXs4ogiUbO2LIAZb1tTNQGmmpvvBthBahpMfZjl2pPp4G8Y52SGWmLnRtX3I6JRrLRbNP1bdBfgs8OczBMz9m9Z0zBH0/bQ0/ikl3fAydU4tXppZYkKf2ZC0uZv+vfRz0UCq3HcF63C3uQ+po6rpKoqAZq3ikJC2zRSt7WhMY+Z8ueXAgqGbiUsB6kuuRiZCTjWXeyKZvxlQvBjtxtdewkFXLle1ZldrmQ7GnG5C1tlrk45RtYgkV/Tk1U5Ew8xhKl0c8/R2LVKjZPUhJR3wViAlQqzCKoJRJluiQbRvkQH+aGcvzRePTEn6MnnMeq0wGqrqnpOA0BSEqKEx5a/hC29mzFM2u4S4iSMoSrwlqwHR+Yd7KGE0acgOmDpquShGAJIRJejNQF9XuvpjGOw981MSTIOqost4XmAQslVng4YEEG+y3pxp6boqzqn6TbyOVjzh1Di4Y6ftasAv+vht2aNZ19zBCJ/bbfD7k1GvOKthYmqDe7wME1Zkp9MW44agz7fSeplKvsSpp7Dqs5B8mIwQZ89tAyxL1xSEIfMkI3etPt2P/og3DGgTX448I/MnaIW3CjPFTFgkax2gX/9ABKzzoN3sGD9e1vqLcGhySIl5+DYoAq2/ox28YZJ9ifxqePfhpH3PMCU2FP9fTCl7Y+U27i31Drmbqumr1tNi6ffTlLDnX38YSQh2wsPX64fCJ8JnFSiw+5Q1LdrCex0y3i74dcrDM6KZhm96bpQEhRnO+Uj52J0pCXuQRRwE3Xh4L+knPORuUNN2Rt0ztkMPtvcv16DG3iiQwBtuKK2xpse90i7jlzCk6YXItAMsbWB8/seI3d32EtzfP1w7od3v8S/uuDbQJ5bJ922mm45ZZbcPbZZ7OJ4oknnoAnj5XRfzPKSTrZIdPeH7S3cxK0qccuB8xDZWeBGw+eUAVRKWBWUJodVC6M2iLjwhfSOO/5GLYtm2eZNCNJ/numpQXdyR7L/pGLl57J9lsP0B0U4a9wQyihyo4BOg9HfiUzsTjCdSsfxpbuLfjJpz/Bs2ufxeZkhz5A8J4bwCMZQU5UDTo072QuAmVk+lLwIuXlVcAP9j8F2yvVyFXFSR+zJjG4iKY1AJj33py19/pEHBnaBLfJY/DWN1exipU24B983s04eHSF2ZUHsUwMrZEEs4f4unEVmkN/RsK9ju3Tq4d7sHSiiNcP01TOTUN7ngVlMqGKS5he29VlBP1OoGBEq7ieP6cLYlzt3XTnD+rSLS048+N/Ov5N7i/YblqBkoyAVcO95GfFP5PoX3SCFgJkq+KmBj9GfQN8Qpr5s+YCKerSImlosAp1istSXabFOjE0euKmClQOPJokFXTra6Rw3y/m8qrErKgLQ5NqsGaSzSDxPSc0/fo36FqyED3Jbktl2zuA1hNtYUP+5YKvwKAhUiVlWbdj0O8EjUEQGTMEwmg365fsD809CXy2ljtGFMsCziYJXDVJSJM+nfPmxg3oee11xpJp+uUtaHuA0z8J0fmG7ymhcyj3ziWvUvK27U1yP3ha98cTafxt7hZdZMkOojbqx1JYiNABB7Dfk5s2I7p0DXui67xFKA+Uo8ztYd6x3wbvb/sAHw3biy+sTSCxn5TAFx7R+uEY/rs/oPSCC1B68cVsQSIlRPRuTEBOyIh8vRZnowGHjqlgCQcCBW+1RX6c2b6MLWp1pOPMGutH7yk4JMpfb5KtzwDd12TlwmHcuFbvdI4YApbF+8tHffvqtvneNiOj2slU2ryHqI/dDAq4NYp4SeIk7U363wj2INv4LuN31pPOXhQd3xfezWtN7UD7xLO/S0shdyabWXKkPNR/MmwgoOYNopTn8q3lVH1g2aJ3sKsvd8IJpODvL2Q2VzvcQ/BqiFIhhuDmc5cMZWrW+ZDUxN/UY11fZ7Br6Jneft75aLv/ATZPtcXaWHuMZou0s8aPF2fwYJrmOvJGPj5Vh6P2KYY0ZjBrmaDq9kCg+TFXZZi+pg2Cznwyg+ZZtu8pEoziFz2x/9SBV7ZtoOBXU04na1Lqg152cAW6S4xjGLrZNufaLFAJP8pYx4pBzQpGryTxVhcrXhCPamb5ZNy8783s77894Ld5Q+q3Dh3Asj4PDZ35RND8+qGVpi/msdWkyvXdp+6R8+/EVCGWB52vBnWOJrX1295eozM4CJGgC5/tUWBJqHuCHtz4+Y1Y0rqEf1eQ1k8ubgtb5GfOMHYG3bJR++CTvTgbclg5Z3IMlEia9GvnT8g6ZTSnmeEKioipl3TnkKBOvfYNGYJuWWRV+5qeqdZzESB6uhGIPrHqCZaYemT5I+jRgm1KipO9HPtdYMeaj8FALBNi97H5kMRfCwaxwa3b36h/Rk9Amgsj2mtq4E9r8PjSNEbtisAn+lB0yskoPvVUuMLZ65uCww6DWFjA1hjFffyaZsQO5ixEln/m77Uj6HOxyrYky4gHuIbOPkNNjM/2gRVcvkv4TgTbFFxff/31+Oqrr7B06VI8+uijqKsjIarvJiq9VKF1WdSsBwqa5GgRQz/0CHEhl/5BPqotJbQsoyqTIZyVBYvVDEdo5TbrPihcYTEyfz56UnzRXR6oQJ0rAK9achBHuyEUON9e7qk+ve9Uw+itslGlFIDfffM7NEWb8Nbmt3DzFzfrWWr9OzJ8cqQcXK8oOJ4HzdlhanoxqtQePBIYqoU7a4L2uFzITLvM+Zzox23sn4ZdwwtRdOppEMKFKJlailC6A3um+aRA2L5tMwIpvmBeddhzCA8an7UYXNrxmf57xGv8TugpUjB/ssiqTPQRi99xjmA7Lafx+dZP2O+a1i/dN++v7L8P0ey364vw/uX+Kttdzz5nsWZ75Ujj4mZUf9mcaFmJogwt2oJorOMDupLsn3pOtPv5u+azIJCufCkESqlgQJAzuCEddGZ35KFqmtX+g6Z1XMAdZLZTBN/o0Tk/R72RWvBLNH1N7MlcwXYCZY67k7xlg11JdUHsMiV1sqDeJxr11CoLwzHtyw4ULTV6K/OBKOfsGOoq2T1RLHc5iuLRYuTnLy3H/E3tLNFkrvxPJQqBbZloZ2pE533O/htftgydT/3D8rfWvaern0/r9zThhIghYtMbz7ZbOXXqIBwyxuqN6jKJ2EWX8om9YO/RqPjJtax/u0QNzObvmXuK7BTVKlyhwQhhn9k1HyioYf1x+vZ0jQegwmtUcshjlPWUK8WQU8Z+t/7xbuy67nqkTL2v+Sq29AyMVBmBTSkrxb8l2mJq9aGxTq38OcTRTIDNtKhrLROQ/BY57XyJYFL7PqXXhTEmOjaBevdz4dhRM1CaMGjS1H5Ac6h2LPbzYg7CKUErUE+gwzhWrAiodAiA+oOSY14m0JaJAZZ/JHG+ryhZHVBIt2T3xa/Sgowb5mVXoHSQteQFbwF7XYiNrpGqawlvzC/0FiIadqMunH9dFddsqdxk8wQsHxHE64dVsH5V0tDYFd3FWs0owJ4/swJ9BW70qsn5r/cuYcGUuU9X6A6jJ57GyJX3Ynx6FWTRhWeO/IH+nlSORO+q4VyYkZ578lmmW7RSETFMNkQ+KVCznjs1GZ9Msnn0zTPqUFjFxwXah/6woSWCjr4kS+jd9NoKfLymXe+h15LnxAxYcFCevgLahRKrxd/BshdPpgpRogisX5qxbGhYkTwsIXVC0o0r9/4Zs5UkEA17iH0BZQKxbl49Iv89ne8+YistGUh2WNdcgjd7ICAqOYme/en0yVmVbstnBYFV/gmkp7GzK4aH525mSZfC1MGW9/rD1mu+qn0VuvT5T0XRYAi1U1DoI/caAVj7jv6nM6fVM5G09YMn2saC7KMuUW0TNfQUe7B9ON/PVSeMhywIePeA07KYYr5yN3w1bnxxmAcPn+LCh4e6sXm0dfzalOFrouIYUB5X2yHpXtGqtrbxqDPeibRaJHHb/N21cc6sr2CGWV+D2Fbb1CmgI/g+YmoSX9MlUZysA9UkPN3HXpUlFXL5EJiY7ZGtQXC7Edh3PzR1JxBO8G1Q8u6ZEgnVmq0cVegdULZrKyq6W9ATT6KLHlkIOH/m74AhB/I3UF96zGj7+F/AdyLY/l8DUa2c1kz9hd5M58b2JqeuUTuIwtlblIaoyKiV8mS+6eFnSpemwJU8dtepll0qfIvWYPGTf0LrN/NY4E0qlJTlHXLqJC7IVOeCOMLNPEl39SSylg2yF2gdmz0ZuLSxXfRYKukEmsjNwYNb7a1Ni/RAEmVcwA5fNetP0RaKklq28yhp3Bj5Pfu9QO7F6HQDakzzCNtnUcSTa/6BT3d8mvP0KCr9Xwt4KYM996halF77awx5ex48ex/NBr1y2Rgk9kt9xf67wT0G/rChdlpb3H+/LSHOhEd45ZbtwwBo5CtWfIyTX6CecrI3M+4PYSC+gCaLGRIQY/dbfzRyRWE0OtZTW+pBS7lKc2YU+n5aJqId8EmUMnEj5dEq2/0H269t4j2oroyMQoWqpNTCMEAbBimNKog42sFrT1aTOPlw2ts9CJuKh9pCv/7Rv8GtioY4garu2r2pstAtIHpjLrg01XWyftGy27lYA1Tq/ez31sp2NU+02eHf1X8ln21fXVT6wsWoqqph53q/xPwsGyRSoaVF6e/fX4emngQLHJygnTOnhBGNj82336H/O3Tggai+7Ta4VYEzTURHG/uma6UFdXywi0hNGawqr5qPR1VIRbSNq4jTse0xDeHp01F/z+3w1LjxzkwRy8aLeOx0F5aPFSw95+yjYoj7U3uzg0SPJ4i7jnqcKRcTEh7+7Acy4zHEa2TwtWPKuGuQUm2CGFJR1k9O9yrrzVb3MR+q5yZY3+dXvZsRVR0vnIIOWnzSs+pU2XaaT4RvSR/PlQwk6vXkhEGTJtQU+1FMPe85cNUhI3DIWKsgqvnr6Xefx8V/3C52f9EClbxjrYG4dZ8CJtG/fzXYNm+CAs7tkW1ojnJmRxYoiDTtV10aqEnT/EQCfSkm0pa1TY2y5QBKKFCilBKteaFus1kphY8Jo3PbpLJAGX594G247YDb8n6csecDpUi6Avq13Dg8hGcu5wFkIpNgiQZiUuwYFsJzlw5DQlVD7SyzziNuuQwSCljARTTuy6LcKaCziAfy7PsdnCUaKwajL1Cgn3Pq966VRCZSOjwuosTLn+03N72JXlPiSWuZySQTTMyN3AEqwoV6ks7u723GlrY+lkS86MmFuOwfi7CqsRfbOo1nUgtkzF7lufCDqddkvRaEgBJFRK0iokrh92yYCWUA84MHIBHiLQAafj7ocF0Qy2lKt2uC5EqeZu1HTMGgXTJkk7ibDvL4toEC7L2G5HbfMON4og57XGzOeOizzVi8jQfQIgIGc4VV0F3sftYEu1r7rM8QUz2n++L4+wDV8QYLHwf6+DNz3n5DcONRYxlTgiqo+VDiK0aRz2A6vnFmPSR1u58OiSD2wI3YzFoPDRAXpPaYctx7pIg3yzKIhgRsr6c+Rut+xkJ8zC+IkSuQMbaJ5EjgQLGm6jYVnOj49GJYyVBLwoDcdBIO7YD0DDtd0jSxPdWkuIQkOhKdkCwFEAGphgZkki6gdk9EyFJX3bRX8DNv7XxIhjgLYa/1y1HUl0Kl1MrmFr2QaEsaaKh+5hH1NwXbU2nGDGTPJ7WNqnBvn4f/JXwfbP8HIBQVOr9uY7o4LVXMCxR7Nj/XVOEtFlEzRsAFnXUQHapRxpertwMF25SRInEDE+3UjJ7nnkdHvAON9QH2oLA5uL4AQ04rhjCRB+s0eZF5/Y6OGJLqop95EysK3Cb1Xw2UaUdRvWPftBZsl6tZT7dOI+dH/dFeRWgt8aJJrEW7WMaC1FYclH0uFFUtMesv/HseWaENAtlINzVZqnHLppWix8P3QyB7hGApG/QKZJ4oEBUJ+6S4sN+XvgMs9M/64mIUB/unGWpq66XqCGh0ojsfRXz1arh/RTY1HLQAoTU1r2AoSKi061xg10D9bhIQ40rG/bAnyCNRnfElW1BjHdgdkOyFL0OJEVEPtpXkwPt13NR3zPYBGJ3ZYKHw54R274QFkwWS2hfaT882LZ4r260Z/3QqgbjogViSv9/Q3Ffn9Bg2/fpWR3G4vnQf+lQhLKLatki83UFKJ5w9f7fOBTZ8wJkv6jYLhnpRfLhD1X2Ava3afSH6Agjvcx679SakV2XR6mjRqmG/5Jc4ImH1tiZQAKSJvjjBTh8vPOpIBCZOQEhdOCkqg0G98hYkMhLueHeN5TVa4NkhrHoFiHcBMTXZ4HIjMJMLGronHwX59y9g0WBe9Up5BXyxl4v1nFNPMyX0tOeSgo3NbX1Z9L7acC2GFw8HQuWQCuvRrvBFSVHyCMRpYWMLtqWePiT7wlxxmJBWsznRVpZUcWWyHR/s8CkC6/skPL3m6bzvfe/MepSooktmMFV+AJdSueFfAAW6uxOk0z2RDxRAHz6ukgXklQU+bBjHz2dXqRefHFlltOuamZEsqWDbCxrLTHRyCtTywTXVebFo/tjXk3Pvu0ZddgJXs9X/pSZGBcs8RWgqG4TVw/ZmV8br4D9Cx0lrAU0NeSBoEYv1YJv/CBhXNg5hh8SRGQnWpG29tvR70u/CBycaAWGPV0akkM8bz106lFHUEyHrPHJkzWWICaGssZEQ9/EqaUPlULx0KImhGnh15vk8cexwh6XTpThxNk80UQ8s9cLq+ykIWP/MI9i1az1jehSESzGlahxLKNPjm0tck7BIDQzNoBSxhl9M+5X+u9bO5oSzxpyFQwcfav0eomx/bC0uEMiCjr6p3VuOj9a04Kn5W3VBtqqZt+AXe/4Eiq+Q9evuLnIF22e/msaxH2XQu8F2LkIVUEqtQl+7i4NGleO3J/Fe6pU7eyxJUVExqPSSh9/PWrKOWhEIJ488GSW+ElyxxxXGl5r0cGgtYd7WX8+fhpoi9XvJocZBV4bgMa1vkgHruHfvqnvx+IV7Y96Uw/XXWLHlpIeww97GRds3ZT6iIb7OD8d6IagCYvwLMjlZpKRgryXWGY67lzFSzGt9ouHTVijoNl96p6GMdDk0Ud2edCtrRWv+fI7+98js2Wj8yU/RcPnlwPF/QaPEdWFIC4E8wsX+gu0gP0ZPJoMfzu3gLCLL4OD8LLhU9qIiyIj7RFasY5hwMlDMe8Fdbbn1d76L+D7Y/g9Aqa3E8xc7CF2oD702iWiVbGMK5i9qVRptIaGrVqu9cHZE9/JgsuLCUYklECqcL7njIzGAhXjDkXtg1B/uQ91DDwF7XYxAyI2KAusDStW1xi4eRGRUYRWqRNrVf900BnmdqUjkeUgYVVWAH8wYbgq2OT6fqD6sAhAXg0hnzoUvk91DRAR88xGbF2f5QBTfXTfcyKpEWu8sKbcaFmCUFi5jC59ChQ/64zJrmWpznxjGavdEXVWXcM2e18BvslowY8+yGZZezxZXJa9sC4KFdts3dy5SO63iO823/lrPcYZcfm7lxha+ClrKBiGmehzmQqmPL/61Gopgm8ScILj4Al3LqNPxDjTYVpIReCVKIbiQ8fLjkxMDFxB0eUtVETcBVVIzLko+2/+HZE5DFj0C/nESdUAak5ukCU85gISOrv302qzXU2IUf9zrVLy82GYrYkbHZss/nXql021t6H0/Ozg1W+vR/TWpiFeRaqUm/OGtRdmHl+hlrJKOPupNVNkdbhcKRhsVI30/Bhpsa3RJjxdi+Sh2zouVLvzouSWWgN/8fWfEX8z6nvcP8LNA2yD2ZW8/tnSp5d9u1eJRE4pR1Mo2jZMTktbPk0De8oae/ME2VUC+fogvwDQU1enbIYRKByOhskrM6BBK0eSqtdzjBEoqmmGm4+7oVaCdIgE+zDBdB6qw+8Zw8SCCWFSG2qMKeQ8iPevqArFwdO5+SQ00upSr1a5FzYvyiik2D6KabjbonI5Pi4zifW3HwFqU7BBMgS4tEj86zlqVo4XnC0EusqRhIB1VtAgtL/ChMODBprEFePu0QXjrjDpsGleIJ64ewQK6/neOt8UQVZcqg/kY8q5pHghVzkmHUUlB9eYGOkoE3HfWADQbnHanH6s5wsuzLkZnTS2GpDMYlOZMtf5agPrDyJFD4FWnwop0hjsWOIHGj/d/Ydtpp6YUsEr2oz8ZhVfOG4w3z6rXJ1YKxPsKPZaA4ad7/gLXz9offSYbzDR5Z6p4adZFWDDhYHy897FoLq9j1k/G9jVLUOPE6VThQCnK1juzCRa3LMbOpx7VmR771B+IkDeAoeV8H5bs6MZNr63ESwut4zgl0rZ1ZOudBDOcyu7LDEe5WuFj77cF2wd82qoHYb7eBPrmzYNicpJIdUpINDsniSkHFfEU4tF5W/DqkkY88/V2/gdfGNV7XoCq8MVMAX13cdZrafgTSs6kavcK6xwsVtTr6tP/CkZWhC0sIy2BKiKYs4ikzZXHDj8Wjxz+CKPRO0JtVzBX3evIYYVAidUc0OasFy/gPdJ2UK/5stH7MkYFgQ2rpOyvCg5aYBpz42ple7/V87DHZu5J7VbIDlXLXDuwO4nlpwbj1bf+ihVwsM8VWdoU9LxS0L2rh18n1qut/i2haoOw19nnrNfZzH7p+8zattikipGSrJREgbc/j+giHWOQz4NetwtlXZK+lra45tggR6P6PbBy2DAkvSLCnrBRCVfFkF1ta/9PLe7+X+P7YPs/AKrSRoo8FtVDfjXcem8Z+dNp0AUEiT7jcjP/OqLLaQtVqsyRn6hTpYdgjunESR6II93MMsE8yX8b8VbKpJ1/1I0onjgZHup9IgrI6U86itbQhEWb26kG3YJD9tdn6lm0oyvRhSdXPckmzOP2qNVp5LkQzExBQs2aazgq8R7Ojz2tjz0krqIdt9iPUrfUywNOswBNxi3iqslXGW8KlDI1zNEFfDAbJO1k/13jnsASIebK9ojiETht+KWO2zplolVQQ5DGA0NmQXB5sxbQjddmB39alVkkdoJ6H6WmlqChahgT0siHoCvEbGfYEE1id/SLTewpC2zS0Kj7Aqv6pQQPyiQBcjo/JTwT7QYvaLuZJRIdnzIAgTQC2arMnBeHQllR9R6fnF7e/wcl7lxOS7u+kHoDqP+R8tDIl7RovfjWe7e1SoAc8OCNpc4tGkrHFuAVm6UNO11K1nWT47krYYTqUA32vPAs/UuOWntT1nvWt8ZYDyKp/uoqpKoKsR2N0V3Y3rs9J9311Q2vsvNc1q72fXm8QLiSBfElpEiuKHj8iy36Yr2/YWTuyBqsnWS0UzghtXmLY3+1Vj3Wgm1SbD5TFV0j5GI1+L22cVHtBSNxGwavD7V//ovlLQGPG6G05suOfgdKOtfm6lx9Qb3+u9ZnV5I4GYeMqcIR4w2xNkLh0Ufpv3uHj4Knfgi/NUy2XqGhXpRfczX6QwH1IKeCKF3XhPWd3DUiF5xGW69Uix/0UMuBgDqbgFk+WN6pjamCgEWzqtA0rtBCEa+MXYVVnj3wx4IbjY/YVHKdsEfFHhhbOhZHDz0a+w7aH011QRbIEYj6mbBVpXKBmFhE1Q30U9UmK8dcoDP0i3ZjPE9/u7wEPIqAivxTGcMFsX+o872Aoqypih+HOMCFKbUYfIHHEUhzcTEK3u0MFUsAs4O3QhGuywThdXkw0n26/pp9q53lPrQ7qM6ZyQvjKivYXFleWmb6HpE9wy4lg2nuRWgcSwtxPvd8stcxWDNsMl6cdTF8SgIzAp/rwTbRjc1XMpfDgmgLSsOq8jnZyxEe/HQTVjX24GktoFXx6uKd+Hxjdv+oV65BVexHKE2ehrBGZ1b94M2YuLwHgxr4uqfyD8+i7b770eM72ThuJT/jo9drMCFnr2mx0N2F6BSUxa5Hddo4jwMBqZ5PXi3lZMhYUDqMtUj1V+UcCIhibN7/P58xhdlpapVt8qW3P0rrx6sVYi0gywWHVhtvfX3OirYGbR3dU+rMNNSSvEnVC5po5Ik0PbQO44dpfRYpNK7JrEWfwCelUCs3mSzqnFopFZT5y1Bw+GEITJ7MXxw6Hakxx1vepz2vJDIYS0tMiO2oiIu1NrWLds0AJ8l+Z7SoDFRe2ZYg+vMneaM+ft+72DNnbOc5VxLyiX/NKajrEgTGXnlvP56wCrpN17ZiDEt+K9SC9W90lfhP4/tg+z8AjRL93AX1eOGiIXjjTKsoCQWrjhUnVvk2KrJfzyjHjpHGTZrrttSEAdl7vALEUdwyoTzDM1jfFpQsGFxsqyaEKuD32KgkKsiCQO9ZDWRXAk55X8TZf9+K4RuyKVW3fnkrPtj2Af6w8A9INzZixtLZefeNOvG4B7eBIxIfolZqtCx0NFz4Qgr+WO5VjxzJ3qcjRh2LGfUzLJVteqDGFaVx58kTMaWCW8D0ioWscmO3xQg6BLFUhR5bZtC1vNJglCZPwdDaoWzg6bfn2tRTztR9C/jC3lXr1QfnfFA/qf9DpAFv2Mz8GzQFcVp1Zc94EaYkBGxo7MjdC6coyMSpn4l8JUPIeNVgewACaUF3EMM39qGwJw0XJRTUe3xAY7NEIieKhUKq/Zb600NIbrZWobNg2wbPHRPjJPutn65vxV+ffQl9NkZBPMSneLOtB30LKXPHVxi+7NEvv7R8zn/91QgONwR2ihwsuJJa05WKElXJ1KkjpDXRxkSVqGJvV++VZAkvbXgJ+81rR1kbT4CIXh97xgleJcl6st9f2YxH5/ZzzlRQ4E9CTAayL1imzehXJX9PUslnr8syMkIP+jy8NaM4OdoSMN0a+Y1jwG2pbDcsBF7/Ifu1ZlYBSvYMYMiPZ8A3wkqRpOtSlDqC2WENBNQrToJPGsaXjc/eD2ksDhxZntU/rimjs/dMmQxxnEpZTHDPVYLoFlAwcyZ8I0fk7d8WCmtwzkvdOPLtJmyY8yrk5AB1DGg/0vugJHGahRJfqpnQ54FgY2GRUrAB/mGqSJPXrT8zFi7wsb9NNCr87JRMOS/vdsiGhnqKL5p4kWPVfqA0aic2hR2uQ31srswHc4g3UIaIHV6H/XFkn5nERlmPcrr/YDIXPm/8nF2vQMq8AMzxWZsuxDTZg6f2uBYBaZz+2kBZzKOKJum/VxfwPtmzpw1CTZFfH09uiNyNGcnPcEziXfws8if9/XF/CHOmHQ9XMXBXz42oL9qlU/ztZz5XF74/YZ37CkI8iTeuxqhKazAzwF5dwpPmTnAphawBgOYjDRkHr3JvUoYnJUOM8jEivmEXcIDau53n/NE3Hb2/IVJF87eWRNXQ4B6G1e79mH6EjhzfaWbyOVHJaT1IiSjjhQAv/nj/Pcr6misLgRS2Kbg+eeogXDNzEhNQIxVrc4vVs5cORVu1f2DPmK2yrTPKOqxe8rsLzSVn3p5HoLWkGu2nX4xzn/jCUcH+jMGGHXGkyJwAEVCSjOpuOmwydjicIYFahL0FECiprX9UgDjJEGmzQ2ONJuRZ8MRvRHXMnoBXrW2tdYUsbD31NAx7m38XPVmkFC4E8hdaen08/qA5rdjl133l3/LKWOSg19L20EPYdf0NbLzvCRVDEdTtmdfqVN0+45+IHfFn/C/h+2D7PwCNEk3Klb3FXrTWBPC+qd/JgPFYlCkiinzWihD1C352cn710I8OIKqc8T2aJD89HNQ3TVntb507sgQK2msBVnmngbOiwJoV0yYJGmSr9zjCasVCIlyCiILeDA57z6iyjV/ejTGrrYvLtgcfGtDu2YPtfPBkgNFrswdr6qGNfPIJGn9+Xdb8VRKyZRBVMSQSXdpDXofp9R7UlwRwwcw98I9L9smq+IdUOzIz6P31BcY1dctFGFZexDwb2f7kUKk1Q6OR88mJb9OjzqzRPME2BaBU+SYfV9bpQx85+Lp+vccFkaxntJ5t/tresXK2GF2xeD4+Wdvi/MF0XK8k+9xhtkih/uSBBAiU5fapiycSt/Nr/bz9Lfw2fwIsf55VIdOOZtcKWv+UPciT6M+nDZ86Lmhr0gITH7Qvmkmr4J7ZGxBLKUyx04yGUSJWjPVakgNaIqX5NrJ2ARJr1qD1z/dYPldQXMn0FCho1WDv23bbnkuqJhAEc8tDDvaIGSTyRJi0zAjoWWXb42cZdEKJwj/zzTa197mfwYSEsFZOLcamMXyBm2v95K6pxuCnnkT1Lb+0BM1dPi6MR0gI1vEwLPdZxAk1UMJLx6d36r96Cl0oHh+AWGhVKidoi6IWsYop0g4EmhgdYXTJ6JyURDtI72HQvfeg6OSTUXjsscAwVZ3XlPzQmEA1156fJcRjga8QYYWPu13LFmLnT3+a+72mW7k8fhGKUrOgCEUWxdvrTNVbJ9hbgQRaKDloPPzuoN/hgOqZrGddQ0bw4JdFd+GXhXdBOv1pYPSRGCgs7Tva4QyQRs2OzjZ2awtqgjjFA+Ff9BgfGHL0M+7thVBlXZoJfgGug7x5v0Z38+gH5FNMlomjt5r8hHNFZ5p2gHn/3AHdu5d/dmBl/UGFPLilebAkoPZ6hkoQ9BqfL5fbUC/lbsc5JMldNghE8adrZQfr93XIAPjj1numMMQr2weNzG6vOfNvX+vVw0pNWTkPgp5gThq5dm0ufmizKVlu7J8ueJkDh+81Bn87fy997UYsoifnb2WOD0lVWdonDWfrQQ1dOchD/Q1lxfarqRYEtITnvwMkXja5vgh3njRJLzAcPbEORw7jwpG76vk240EXogX8+u5bs2//X2xvd9v+ZTajzIyiun4pz2b0horxwuGX4Q9dpYink4imrL7WJ0k+nFC5P2NI/Oat1dgmWpM4XrP7Qo4kbo2nnCdEbLbGQZWunQ/vBE6CC+VZVoF0fDTv5hMl1ZBWmZBU2ZZlKWs/nILtbdUjmC5QqehDSVz97oIa/Hnxn7GweSHkVArJjRuhyDL6PlZdckQB3eEgelX3HVmyVdDp/PQnzPsdw/fB9n+wsm1GwzCHni+Tkl+RA+XN/lJbMdmBWV/cMEy0VK+rCv2swkA+oFX7hZnFjf9bhtsBNatl3Wc+VBNl1R5calVVmjTIxqIoWGEIsdkGnzP+sR1FXSkc9GkbZnzUaglyVm6ar2qo8oFuo8nrM5SeirL42RYl7yz0M7ZShW91x2pWPWm87no03n8vdkR2YGvPFouiql+wDQYBk3/3+zcCmz7m+1RU5iiGFvZZJ/GSoJcNQh7Tdff7BPzu5In6ZE7VxqzDIbEY1TZKUmTE1AUSy/Crl8CrBtv5erbnb+pAZ18KJbIadMnZipm5BdLU39XtZVjNBpiZ/BSNK/h5yEKyl1UEyXc35C1k6rCkYtvZ3b9FGV19bVFDFS8XmUzarNEcMec2pGWFKYMPSgvMx1Sz1dC+16myftc3d7GebY9NYI4qf1UpAT/t+zMqVXs5AlUHqZ+Z7ZPDMCu7Bbx/kFVd2TzpE3uDqVHbUEhKvW6fXg0iEO3RzB5QbC0W+nPo1GNmgjlZsKJtBa75JFs1V1QrHGk/D1bIAkzr2aL7MNmPAN/FEy5mar2fHM0ZF9Sf5qSgHJ4xA66CAktF5aQ9BwFeo886gzD+VHC95XP28Y90EszX1xEOmgR0zuizMorQbqrA9gcSiLvzwDv1BY1ou/ZOwTbBO3gwSs87l1M1VeYAU5VPqc8yfYwqDX274CvLH9xoVbb6hQ3YuOHrrL+/dbq2yDRtX1aF2VRhSw2UqN0tqbQci0hqm7l95rX46SxDbZYQF4I4d8YEeMuG7BZlcCAMn1wo8ZcYiVEVRGukBaM41QOx5luIwylWsbIBQXRnUZ6FGuPfmvaH/jdTdVvYDdErM5r6mpht4gRKoAlGiJ1TQDudXZ3a2ZOwVPVcGBi9uDRAieMQr2CqyWMMPRjikP0MX17WCrTM8fMkOFokWxPvdK28xdbrRed01vvNWQG3lpzVUKCqa1Ni7edHZCfH3lzWqPtBE47dw3hGzDhn38GW60jtZXbUb4saStra/Vu/D//dSfnbsuMFqC0O6K0Yc9a24rUljczxYZeaxPVLY1GaMKqfpCfz+Gm7fx/rnyDKdLgi6zn5d2BcTSHuOGkSBpdZiyGa8Bn19z976TCma+R3+XHjtBvxwz04GykL5BuvYcHfrNooH2S3WOmgXmhviAlUugQ3FhxY1m9xzAxqZeLuLkZ7Ez2TX61rwAermrF4exdSpmIKza0FKVPgmmP88qmWbnYmgZhDyygXzFZjc6aOg9/CthCyEpdsPaVIXIlcdLGYQZblnL7eGiLJDN46+GzIRcWMQh+MK0CoUk/S/GnRn9B2333Y9YubEPnwQ8t4WzzeiHneW9nSL+vyu47vg+3/kmDbESy742NVbSdowXZU7VtbPyQI0e1FGh6LhYsWbK/wTGaehKTm6nOJKB7tR/mEAAbR9+cQV8sFmjSGVhtUMgv25QOjZt1gh4eypKKb9abw48xeOhR3pXDoB0YFxxzk9AoJ+HxJpMUWrBwWxLOH8O8pTM5CUepI+OShuk1Si8vaH8k2V+S8GNIKnfcsuge//eq3+GDrB8g0NzOBKk20wtwX6C+1LcIpSNYWymb4ndPMBWo/GjveoBelIS9OG22lC5WFPIx+PijMvXxTDoHJttNOx7azzkbb/fdjV1+jHrzwRZ8akKrcLE3N1Amfb7TazTS4FMT6qYYSopkoGvs41U6jgMkm6aGRvdkLfoZkhFGDiYEQ9Hp1+l1vhFdU+3uG3GkFpf5SeKiXXe33z8gCyyzn3V+1v9gNAbd0eCxJIR7wZt8fW3u28s+kbQs49XiDSgxndj9hqXLukV6Oi6J/x2nxl7K+b5F3L6RNQiYE8pXX6LE7f3wtq/CbA/CQJwx3uIDT+tTsMOHNJQ2Yu8G4dpLNbo09hbV7MqGVfAt08sbV8MzaZ+AERa2aTxjLn/1BaltGVzSFE/46nyUxCJNy9M4fNewoHDf8OMtrDZHsSlbxiSey/3YnurGybSX7nZ6DwSYvV1Eh9wHrAthtU2t+8uJp1i829VbqmKz1wCPrs+Xx8yApdUyHoNWVXQE3w58ZDbH5agwtNHy0p1Zx/QW3zKtoAVMVLyd8BfBVGIut+pOKefCuJtEqDgqxHm4mpOYAWvh7c1QF5s2qZOJou4O+4Lev8rZXmhacgoDDx1fh6Uv3wW9OGI/T9qrDI+fvhROnWH3KB4Jzxp7DFuL28bI/kHCdV1MB9lkrT4GDAxAqv+2SSME/DyvvP7Fjgs/tR2nREH2eFOtdECeqLR91LhTKPWgty56/cgbbA6hs/+ar36An1cNYXHQ9WI7SDcw/0vAw76+y/eAn1vF1SEkeX2lbz/3w4qE4oHZ/o7pGa4GDb2DBpJ0JZ8clsScwMrPR8lqhn7RqrKDAhlqMahrj+SvbJiurcgdl/ndWNOH5b3boiYWzptXjnjPUPloVEwcV4ux9uHBWPjXyUesiTOld3yYFW8WDIZ/8BPq2SznHqOpZNN7zeyKsar58vSV7fqRj9kujLK8lVXaGth7MUChtV8A2+SCfLPkQ1BaVxUOYBk2u5Nn/FQo8/JmMFrhZUvbPM//MxlAzc8CCEx+yjunv/jzrLcUTncY7AeFZh6Lu4Ycw8q+PYMiZF+bcJ7KzM0NGEu2BfyJlK7akFAXfbLC2HLQVGwn1QztNFmI5xCt9qmdbVkXZE8y5nnaCWylFOM3ZAAvGVWBtxrxfCls/kVAgBdik2UJzcFoVHfYIlCKmO0rB5rZsYUAzIgl1vi0sYr3xXnrkbCyI2Ne87avjcWN9RKidOEhPTHqloWjszq9X813H98H2fzDYHhQaxChd+VAWKNWr2kFPCB0VPn0wb6znA9DfT6zCW/uXYPNBo9kkRplaCW4sGydgWlxkliIdYjmeCtkoNVMvYLRv8vKrKHDO2uYCCQDV/ejHzn+ccjZwzB8ZnZx6cqpNVTgCW5Colch8qGgx6MTmIIcqoCEfryA0l3j0PmHBgc725/B1Wa8JI9wQBjnc+mq2cUU775mdvfVDvVqsIeUT8e7Jg/DpkVXwDHKoFJ713ICDbTON/Nq9fogXj3sBp4/mwjMaDWhC2WSL4FI6T6Kmb+48S5XQQiNXgxAz/c8ObQGkXRmy+Xxy+/voD0vbjcBKE+nJmCaitCuHUm+CV7bJ/iWNHnZd2b72Ux2lgDQpJeFNyUzsiK6bot4fMTHAMstaNcICVWncnNuxL7FYxcGW/DELTRH90rzUZb+pt2ZItXxjm8qkWaBNAbcT0iAWCtBkCnwooWP2he16+hlLBa8yWAGReqhUtoGWI6AAU1MlJUhO/tuH3sKqABNv4f7bGiYv7sLQTVyIq1+PXlNfbHDYPowhMzbDVVbNILXVi6N/z/kduQSMLN+hZvavm3cd7lhwBxNGJPhMQaSgeKHYvstjskzKopATzNZGU84BLngDqDZ6Se2fpUVLRfxSCJljkbQlR+woSZ4CEV6LsvNlE69AQepglCZ4QB/KUdm2QBBQcVgdQsO8qD26EO6QaAQ+cgaesAuVB4azK9yqPkM+MSHRVKkYErRWmZ1Ax7x2fy92VQLvH2o913T/ZV1J07Pz4fE1joE9JRb3GlKKCw8YyuaHb4P6wno8ceQT+nhph2Y7lb17ovV8mQJuV4nrW/VeU19/j1iMTYN2T0CK7OFIYV3XSxrs0tsFhEoXXNO9ePfggScTNBq52WPdDmIOsfeEKdXIr5drhg8dVJnqp7JNFlMNXXF0ijxxRC0BU2uH4fp9r9TfM6nceJbGlY7DzPqZlgT93dPvxk/2+ol1G94Qu4+ocksK0rkwPm21AqIkaVWhL4uppiUofQl1HlHHUL/2bxW63RBV3UPOyannFuxg/yVlfQrsyQ3l2lnmoNaBcSgK/1975wHnRJ2+8Sc9m2R7L2xhgaVI76AUKYIUBRSRIk2xY8Pe7tQ/6mEvqKhnxzs9252nZz3bnb23EytVpZftJfl/3t/MJDOTmZQtbBber/LZ3dRJMpn5ve15oHSPSLewiE6+nKScYPdQ3f++w+5nn8XOZ/+Nqn2F2gAltRDO7r1QfEwakvJCQVeyPDpkKmZH4yvVY8O3R3QBUZcOFTlIZFc6jlX84IcXoeLAnKaWC6C1lCtHXBms/hOUUItIWidgSMjeTaiOV2lHidL6uJHeT3uc8XQvRNapp4r2eFenTpjXc37MwXaV42P4LdWiI+93WyiY3lHTgIG7XhQdGArPjpob/H10gTtqsO2U5/DCZuStVhSle0y7Zh7xnBB2WX6KnNjxfqnZS2lNsalykxD7pUBbWXvsqpO71Cx0HKRjux8rnvw8oiWeYvVpTaPKdhNcNTSXGltHxd48n/jeUZLa3dQZO6tisG3twHCw3Q6kuaQTW3ZSNopTtFlRPUl2r1CDRGZn0XrVK+sQPHZiGZ44oQTzxp6Nftn9kFyUjC2Ds5CXJS2waMHw5eBMvNRvBGbvtYmMmGFVZvBSYNBSsXinjCIFdNSSGw06SRXdcANcXbWZVA3UInXS6/B0HRU8SagXaba0lFBLXwyUr9sXzNxTxlPM7IX5kofPl9BcoBr6clvIkqab7rY671Bi945N2CUWJ6GzeZ3Lhs0lHnQ78niUpBhYRdidMQfbWV6fOIFT0DI4v49moXfn+JtwdPGpWHHY9ODCjBCtPjFUm4MtrPJj0qmWqK4zv68UvKnsVPzA26pA2hTZLkI8RrCyHTrg1ttMFlB1e8TMU5XFA7u9UXyu4uEiCKTRieLK/14psrIkOiMWL3ZXsLJNrV1EmPcoteSunS3dRvVJ6/f2HbU70ah6f+kkROJ8Co5Gv8amSP2WURx+66tS5aWxPvLcOW15ksOK52cVos4VOgyrEzvS7VTKs/SfyxWciVVOvI5AA9yqOe0mo+eWqyO5YyaiLkn7qic+L7W/K5lt5bkMt1up3HUaKnat0sb1Qh1YjSNor2fy2uXX+OLRoWSVOtC3ZYT8yvfVSwmMD377QPxU+wAHDGbu1f7EJNSofeImrbgYJSWSoh9/RAtgwwgkNfaKejtNtl8kB7xIbhgJe0A6BqjbZSPhSPchZ4QPrgzVZ7XhvbBKY86hvlDbp+o4Q/oe1PWhh5K1CklqER4T/i/5ckwIJGHPCCeOUd1eLNzlRbsZ68ujzxm2BOVcNSBH695ANOgV6GU0wTQF3qo21DicszRsthaKhXe80P7i6tYNOaN9sPa0w6JTP7f4rOJcFbQK0t3bLNhe8tKSYCeWGZ4q6fq3jvAIIbju1R8hYKTaLAfbu6ob8PP2KjzgOA5bbFIngrdxINYccbtGeX9sp7G4ZcwtGFU0CnN7zNW0/9L33jCZoRpVogR9S1GOCj2/2I1pT27C0jt+FG3zVNl2yJXdHVnO4O9q0S4zMuQRL2J8z1zMoJEWAItGhARizxkY0kdQJ5nMEjiUTBWttRScUCWZvsNi1MeCjDMugW3q1cAxoaSlUtmOxLe2Y1FanxqD/Z0LTr8Ls574DZaMLjH4SOwfaF86qXcoeHarKu+mqL22iU8fBb57UfP+25J04zzdC2NOrClWcQoB1flNqW7TsqM2EEBR0yZMq/27RtiPZppJpygLqkSw2zi5ZZVn8I0E6cS62eAg9aFzCD51hjtnHDugXIxtFJDXuOpUqU7oq1EEUjPsHvF6vDl1cAdq8OPWkCuGmt/31uL9nyWtFkdmplhjeemjsNqQVNUoLO/Sd0QI1L1W8b6UpErfpZ1VMXb8dlA42G4HKCu/atQqLO2+FGcNOAv9cyT5ez0UYIl2QPonnxg6n3K2sDvZnSHZQF089GJxEvC4bJqKUUq3PnA1HI97vKfA22UEnkg6TrQ8KaIQCuo2VTr55HlD1RGXQVYxx5MjkgRWXwwLKcqiTlopPZauBcbdfzgyFi1Euis9NL8VgWFvb8eIN7YF/X4r6ytFsOGqV3n8BrQno/E9tDOxRKbXKXxalXOLaJui983qwJD/7EDK7np0+3ov5t33Mwo31GBXrSz8JKO0Op/Q64TYqyAmwTZ1NeSkuET7nL5NakhJJ1w+fiqS5HYieo+UxWUsFUhCvX026u+WBdDMUA7kSgxDzcqeKJ+NUPWWs5sEWckQblXQ02g1PmHWV+9Bg98v5jZP7nOKmDMj/LXmwTadENbtWidtXz0t3iihYIWfFitim+vDxKqkjagNem1qPjad8EGjvwEb5ZZ4sY26TgKlw0I554negUJ5Dg8WvEpicFXb4fr3HxGJnlmlosJHVRC1P65+jwrIC21amKcde6zGIkkpelNwG1Q5FTbiBic41cJSSUjoUS/QzarP2Ur1NDkPdTYfLPAjw78jYnXZLNjeWOoVc3nreiTj5ukW1E0cLj3HGaeH3Uf5HGh/owy/2EZ/eBJH+fyJlTN0Fet/XQTsU+kBFOlazKOQVjcNjqa8sMsIhz+UzNxbK+sn+AP4079CXRG0sIg5mDDqTnj7RmC3VGlT8JY4kdrLLdoM1Yj9xZUGlyogfnN6CX4vCH2fp1QMFHPppONh1KJIQVWlNRk/2PtjcqUNjSgULakkoRiw2oVqrs2qLAqlBbyaU/tKFU/92EBrc0b/M8IC7n0pjriVyDN9LsPFbCT2WMglIvT3f8bEPt9P2FKS4S1ywlpiHEj9Ye8VGFH/H9P7i3ESRR9AlWCMVN0mPFXSeWBuqpTsH137Ohr/9y/giyeAN1dJycnqncDrV4vrlerWh86QUBWtJ+h4pN7H6LiR78vH6f1OFyKBdP2YojEoSS5Br0yTZJXqgExvP425KfhU3UIK6XIVOqztXNaLoa4O+pzJbotaySkJ0eOrPfDtaxSjON93T8bzx4ccHRDmChGOvuK+eGQpnjh5OCryQtXxYfnD8PiUx3H+IL2ORAzQGo/OYXKnhYW0GzqPAVTOJD5XZLEqha1Ny5HV2Em4oNx2dLax/7r8nlMC4pjHNsGSXo6AXATS21YUKl7V7UAsxR+UjZa2WelS+foZ4A1tB5earGFe+HpHLnLpK9ur5w0wLOo4mvKR6beIokHvWuk9HVYfssoj6pxusQ/seuNraf1Ax2qah9eRu6UG9s+k84WZMJlezO0rR2886w7ZyKlJd3ul4xn9H6PEBcUbNGbjyLTB0c+CmTVPCWsxI974TtJPSUmyoySjVliqDviiCYWb6jHqta3C8u6YRzcYCtDlr1yJaiW4T5I+N0rmkXsL2e8diHCw3Y4ZPAqgcj25uGjIRSIbrD/I6FtoStY+hqReoROWXpmaTnSVC6Zg88BOmHbslaKl8TtHD6TNugW3nzhRiFJg4jVAfl9gmvR8qVOmSNUyg8VIki6rmJWUFWxPtHlNWoONGHsJclPdohVLnCBn3CMEKlKnab0Do9Hzyz2Y/uQmYaEhtsFqQaYqKBhRrl0Ik6ruaWO0lj5KFtuXRH7lFuQErGLRqJx8jnpiE8a88ju8lY2amXEFtS1FzJjMG3lVs0aiHToKJORhJpJmhCSQJi/ELBYcXftM1DZymtNRms+pjVw912bEjjX3IuvLzWFt5GQJFdxu3Rytwq6d28VKpMmZjDElwzCg0zDpigjBtjrR4KxrCi400xZKbVT2QKOoBDXoRWdU1Wr1Na94phjOoBs9n3hd1dr3zzrYCUue3PpF30d6/W/fCNuWDxGJ0/sfiTndj4uqIhz0TLdYkT5Hur2CIgZ35d4r4a/eibfWbcMr5MOqansLCnKpZ3gNRE8KN1RrRxDk40DXb0NZcErE5TlC1dIqpzSrmaEI6plUthXrrb/mS/N06tb4fakOvHFEHnZmu/DeiAwU339fyF9UBY0NfLr1U9HqRhVrX/1QOP0FppVtavWklk8NG6XquOCwc4FieX+LEXpPSE5SDc1i51WdLdS8g6+pthHv/7QDR9/5HyGUo3DvCYNiT9CZjYt881z4ZcXDTYWM3Kpk2fqu2u/y4SWjccVhy3H3xJtF0k/hN5s0UvSZQ2ozfzZpBp7wzMG3A67Em5PzsSfNjZ8OLUHZxJnITekEOz2HcJPQvjZqIb5r/F2Y3yOypVdLoWOnYsFI4z2bOyXhvcOM54iN3n1fmVPMxpKeSYlOtCkSf0uaDU/tmbAGQsfur/uliQRSrHgGGni565hV87eIThDKXK16ZjuSgFzvT3YJG6xsTza6qHRH/OteBt69E/jf88CvnwLvRA6yLp8q2dtRK7yCugVY4dR+p+JPo/+kEf6MBHV6pcp2hXfjajGnra7uU8KcKnbBjrmioUByrhSsyp6/panazyBjez16fLlHrGnGjFqAW464M+x5ya7TiN5FqThVt46g77FRlwodpwfmDtSs3dTJiFgR40I6fLLjRjT2WfOxMbAAe6yp2JLqw3vdpf3TTE8gfWc9Uvc0obbnCqnTJy0UiCb16yd5VScy1Eq+4BnghL+LkUgj1LtlcrkLlgjRp34Eh8RR89OcOKxrVnhRx9KEM7fZcOZOG7rJauMussT0hzqQ6h3SqENTZS2WrG1A2WbJeUfPia9Z4ZCTC4ZWa/P+hjXpK3Bd8iXBi55Mmo0aa/gx68HFgzWdX2YJdj1iX7VY4CYLNosFg+o/DLaK66FuF+KY0nq4NzyvPBOmPPc7sn+T1iC0CRv2btSsuahQ567ohupG6T1KS5Le7xe+/FW4t1z89JfmdrEdGA62EwTKBisBV1KXbui/Zi18oyULGFtmBrKXnwmrKigm1O1bStvwUQuvxgnXP4ei9HSccXgXnH9EhWS14XVKWS5qSZ9+mySYRIvF7GyUPPiAprpNB5sUZ+QgK5r/noZuR8DVaQDKMr2SomZO96iZX7OZQ5rjpoqm2Ab6wpeFbpekU86mas3k3vnBgIOqOARZnuXJVgj0BfCpPDL1wRSh9nSlwGhiSci+xpD+qsVlp6GmKrv0Xq+ZsEb8iyWD+9VJh4mfMbeRyzPbtJCk30fVvRlx/oYUIoXll/K3n3yYdwoFWzP2vUx+57J3Os35yG9VEmoiV+moArhb6hpw+aRWXqec4QzU1kWdnyr6pQrl6ypFAJQ+dy4yVIkbqm4qlihB5BZpmqf9XZ55ey7paLzimojtqtZaosHfGJwRVle2k6obMeGfv8onSrkLII085S1B66kFNQ8DezZFrWa4XF7M7DozrCJlFGSK59HvQ1Nu0jxHzvrn8fALb+Dn529E8eZ/BhdXQb0E1YLYaJ0x5enNqN+jDZpp8T72pd81KtdkUxV8HLnKHVSvl3HqvK5pG9YPvgLLjpsZ0b6O5udsNPslow7+aR+87oNQtcLXEB4o0z5O8pBE2EuUVb2DdJkQk/r1vKHaCkhK3QRYAg7dUTdJo9n9zvfbcc0/tbPsyW57+Px4JIxM0c0oGKRZvDmKQt1L6a40ofXhXHlpWPcMHX/GFY8To0wXT+4RrBje6T1D6Hu87hon/u5dlo/jTzgVJ00ciIEzluDpkzrjsOXXIOecs+FOz0JxahnyfFrNj1ePlPYNamVvrgd1PCjJoe97pOCfs4pQmWx8PHV1DonXEZ2uWo7sEb7gbGwsHtzEQ55F+K9rpPjsnU3abjFKID1wWniSVw2NIOWcvwK+w6X3OFasPeyweCywjXGhzGvXOJbQuTE4aqUSO9Qz/C1pppXUXGw+6dxAWLZ8EvreUBfQb5J2iRnq0RX162oW3bVJz2yfC6VZXqS6HTit8g7cuCfUoi003dTVWqpoU1uu6hxq9jlaLTZ0mTDLcMSiT1F4a++V03qKDhnq/ogV2t/XTFwjOhOTnSnISYqv28HUaiuu75FWuZ4+40hdGxk76vDb9bcCvhxNYtZwtKCNIZuvVGdqbHZf6u5Bes9M7AOpe8Sd50Bab3ndajCaQQWv0/qehrvH3x3WTUeJ3lpZSyZgadS0lLuagOIGSVJMYVF1aE1d55Aq22KMiazcXg5ZaapJblTtv06DxJQvGz/bSkRnkYJapI3OMeouHfUafl3PyOt5BdFJSyOVfinp1WBxYq9qLEqNEoQX1v8Eu5fG+eQuXCo7qPa1pkAj/Ko1q9K5Rjav6sq2Gqpwb9LZpXZ0ONhOIHI8ueiUXIzS1BKklHZB9vLlKH7oQRSvWSOscBRuGHUDVgxaEeblmpmkrW4c0SsPo7pFP9BTFq1o9Z2aVnGqYqtnmtSQ/23cvotdJA9FddZUgTLRCk6rE8XJxWIbzCClcuKTIRn4qWso2B7TLQ/9i9NESy1Zm5F6qLLYp5OlunqjTcDHnkVLd6Rg8SGLI99o4GLg6LuApa8Ak6+PeFOardT7p5sR6FoqZs30c72RTvqOggKxkFSy8J9u2GVq/0XHxzeHTgpq11FigWaGz35DJ2ijgiqNSssiPV+K/Dw0R6ywZcce3P2mypJDprZSOum4fdIix56eLrq6LdW1aPg9ZPGkRgl+J/09lAAgoTorzbspfwcaUKfznlZOdL+qxGV2WDNBXV3/OLYIuzJCJy1fZSPeXnV+WMBX+qOqNdPmRDa9jbqvQf/6T0BFdbJQi4TdqWq91FS2Qycpeu5tNduMF49FA7HDEpo3rqqtx4X7rsPYuteCFhrUtkwJFBT007ZqmgT3TbtD7VvenTU4/oFfNNf7Dh8Ld+9Qa3bnsnKRyEr37zRt5RavtbAfxk+chpxkd1jySo3+NSoWdsSWqi2a62yW8MUvfe+7NXwnBGoyvLpjlzxCEES2JonGnCHFmrlMRyALudVnRbyPWhlegXzd42LsZbHdjio6ukW4LT1NU2mrWHAqDhsyS5wzqJOKjl+U4FOPClCb7I3HSh0FVVafcK4gNwfiymm90DnbJ8aVZlfMxkOTHkLvbHk/CGjtxojd6U781C18AbU/UYT89KRMlBbjVo8H+deuhD1dd+yNMZ4hB4UQAcOZ8bUnFOPNCTlYuyS82kYVYO+wYbAYaXxEwFpqF4JmyekOlE9LE0G9UsXP+b0WY17+PUx/QY27SeWtTclVpzu4+5DqNqkPi1Gjqu2oravH+p3VGsE/zbaoFtS3jb0N14y8Brne8NGtmBh1vqYqSY9MnQaxYQ07TqlRBx3uqUeI80ys9CqI7dxsVCGk6nZ2UlZsrdA6bDQDq6M2Lmsk1XsX4dAjjQpacMxrJoGNPmm9H6Ck4Orxq3HOgFCCJWaoa9MA0j7IH5eM9D7mwTYVvKhDxujzou+T0kkWUJ3f/Bbj71lx04bgnJe9qUE6Dwf8SDaw8DXcXpM28vnDSlBplda8LocVK6ZIr5eEAvXFa+qwGF8srbs/GJmJd0dFdg2g84F0HLfA3xQQyRkSyNy0sxq/7qkRM9pq9sjBdrKlRhLxtCchRV7LUmeomvV716OmsRa5l1wMz+DBeHLdk/hmxzfiOp9BV+etr32Pq1+M7CrT0eBgO4Fwd+sm2kh8Yw8PXmYzmI2mme/BeaF5w4uHXIw+WX2wtPfSZj+3IzdXmhNSQe3V6gxwsOKZ3IyFVMUUUY3DUeHtW2QBRicnCrCLkotiPjl93yNZzLyWZHjEHCdVZq466hA8deoI3DV/oMjuie2lINBtlw54MupqSyCOr0F9r/LoasqUac/tKWX6WrGqQ4sGqkqqs4Rqwi1QrAjQ7J1c5Rcq9Y2N+Hxj+EwMKZxSNnFDUTnQWXr/qY082iFiV602iKFqOPFUUkhF99C6t/HZp7q26rp9SPtdsgTzJMuV7ZRUoc5Nlc/q99+LWOlVB4y0cKb3mbKw4nFQj3r9zLaBYJBQaPUHxML4d7VSKFXzPtuNjXs34pw3zhEtUTRP1aRRRiOPbp1Cn8zP280XqApO1SJbmXMn1PNN6mDTcJ9TVSB+3houehLc9aZqR1TcJm2NL//4gtBCeG39ayj8+4dhJ8zs00/XJNnsKXkiiTW27nVN25xdV9kWSuiq+5m1uOpfoyLYYsQfphkriE/2fIuL8j7CgGLdgrpGmxCI53vZp0i74I7FedqhC/bCOi2iUTRQGreJBvnF6haONrJhkUk9+mikHXNM0Ov6tsNvw6TSSYYJvljnlTWiRSaf5WVDY0wWtBJhr8fk86VusYI/XY9O964R51t9B0HzjtbG78HeVAe+65UqfIMpSWpIvElr1VNarBZx7FJXkbp8ty+ov/D2prexYa9uxl9udRUPMWe6SEIqnzstnum7+dveWmzd8gt++n23mEVVJyjNoCC7a3oEwdRoCPnj6N8rGkXTk3mq1oM5c8kSJPUP6eDUluWJ8YJ7l3dBzsLIifIR5ZkaMdVYBQ1bk05r7oFVtxYTl2c0T7lffX7Rk+/NQ+fUMsNKv1ozZH9Da8BmdcRkhfulGxLhddHzLuuttcm89dNbUdFZUu4OqAJstVha6DKrEA1NCUjn5EJnAOlui+iuywpYkaJSwQ8+pz4B3mi8fpjSOx83zRuBkmWPo+ikJzCsPFvYKK6c2dvwfLqolzTe1GS34qt+adhpchyixBAVuaQCWwAZ/T3iuFAPB/774w4se/hjnPjQRxrf7d1ysO1DDWxJkvYRFfzoWGz0yW2v2QZHkVQA+9u60GjMgE7GCbrJPePvCElkONhOIPKuuBz5V1+F5IkT4rpfv5x+uHTYpaIa3ZrQF4ZEdpRFcDSxrIjQooIWkCr1V/WBlXykzVrHzVAUZx12q5jjjDSnZoonA3aDKtc3fcIXo2Rls7tPM9vkWjHYNpvZ1gtRUOVCmYsXlQKbVczTGgWCJz/6sbDhIhupZIsF6X4L3BTXykfNWN9bZTboJ3s5/pEkKakT5+1bpb3hy5fBIquIJqdJCxzSMNhQ5hXPVfe9cVazzl8XXMgGn1OebyLxJvFaqu5CvV7Uw0BUrkmlIOw3OLGT7RRVnWf8ZWNwlj/s9Rrcb58skBUJhzwSMrl0MmpU3u20uKFugZ21OzXt1kbvf/f8UAXThvB9QrSHUlugbhvzk/LgNAi4ez39BZY/tRD3fXYPsrZFVlMXpHUKtqAOa3jPUBFc2jhtln5iqfEYxi97f9G07SszXUZQB8tVU8IXVjQqMrzylfDPhcSeFI74P8QDzX5fNLm7JollDUjHDLs/tDinOVKFSYfk4dhBofbiZo2gpZeEkip9jze9mX7fsCaHjqNpx82G1Wj+z+jpPI4wUck75hqLd0bC7UgKVb73ExXpFWE2YG+OzzGsGLnKy0PBTOFAIKdn6PoWbAM5S5jx9NxiMUtO+O02FNygPR5SJxYlROlnPMzuNtuwin/bp7fhjs/uwPlvacW6rFVSAiuQ7EX3404EGmtEQK3nh0/fjCp02OpEaVmmxb8ijqiGdGxKH1+LottvE2JeNO+cuWRxUHi1qOcQLFl2J645bKW5X7MMjd6dPLoz7po/APcsiD5PHwm1Fk482A2q2gR9N+m40ppEC2h9I0eiQ0HnmqJB0W+XrR1l1DOuJHy849lfHsKzp4/UVLbVgTfxXNIMbLdJn19uk6T5c9QFJ8Jas121pk4PS1KGacGYaCLR51Wc6YEztxusmZLIH9koUteYkRCZWidhbMk4PDXXWBjOZaexSmk9nTP3cHgKHOL75oJ2HaAW2FXayL2oFtuVdcxoye/dQFj5nzML8fbxPeDIDT8m5/pS8ejSoWEdZUf3bWaXTILCwXYCQScJd8+e8bdotxKeQcYHKcp40Xw4Zb0sSfvHizHzlJOjJg8UX2Yiz5OHLmlkYREFUiCWFdlplhnebFFVz0rKFpV1ysxtLU3FO4fnYM1ZXfD03E5YX+bFx0MzJCub5vrDtAIiY0jBtkllu0lXvU2aNB7JkyYF/6ZNp6qjkSI5VXjpusm1L4ijgjMAlP/sR7dv9sY3J65at9WFuVir2PJZsPqcni5l1elzqHNbRZuxmSK5EoxVe0MBqj1L2k88ASl4z27ahqYaXfXeoK2S7LeCv5t85SRfbWOs/cwUQ6PvI0ob+aJDFuG/s0Mnfnrt1C1AfrjqrgGj9z/FieBohFGwHaD2LOom0T83rKK90UgoZ/Qrv2Pys1vCTv6GIyVFQ4JxfLI/VFlX5qaDqMXZ5LnOG0bfEPZwX27/Eqs+DAUhNSqP31iqx0F02g2CalkxvWwUUHoo4mVklyzcMifkS51bfQbyqs4Dpa8UFAEd4sje+ThheOxCWYZQEnDh36VWcWEJZEzKhAlhXUqps2Yifd68mANtghZMZ43vioElUlfA8nFdUZIZhxCm8jjtYCNE235Mt2Nw3WHXYU7FHFw69FJ8d0gqPh2crrGsDDu30mJ0xl0tfn6vU3KWMIM6sF6Zko83JuSi7M8PwFVWFiYiWJzhCYoJxgrpPowqDfdW3rAvVNFWRmGo2u2URY26dOonCZs11hk+Z3ZT+BjPg94o41MtJUoVlWZIzVrLKeFKI1OKmJc1JUUIOtKxJjUtV/hcd0mPvj5IdjswtU+BCOrj0lgwoOBayYmltbDbrFgyUrvfxFrZNutaifRdzTr9dCQfYTwDndBMkBT0I2rqdJsc9WHUnvEKz/zwFAZ1DlWmPQ19cLPvPLzgnoIVqTfhTdcYbLVKQWKuX/oOecpKUHCcfI53p8Juc+KuMXdoHjd5b+icmXniUrh69EC89MyXW7h1Qno0NjQ0b6hokafjULSuMns/6b2hRLrXX4UF1Q8Fr1NG1Gi9qATbbrmrLXl4fxEf6DtTd2Y6sbnYg+2l6aIz8bcqrfBwkiNJKJorHD+kGHOHxK4W31HgYJsJkrXsJHiGDTX8IorFts2GgmuvbdV3zFEcrnSZfc45YgFJlVyy6jCj0R46cNw89mZztdNyeTHSdQJw5CoRYBOKKA5BrT1UWc8bPAqzb/mHdKHFgu05brx0VAE+Hm6cbd6fSLNnAcPAi4K0jfs2ai5zd63QZK7FDDcaUWti5UDtwH0aPtf4lwdnAGO0G1O3dzfoPM612ytZIxHpGVKQQpUISqDQbFTAJNhW2shtstp46owZwWBbTWN9bdQ2clIuJ2iW1W8QuGVtrcWiu38y3A5KvljzjRdjWQ3a+WIj7PbQe7Mt143nZhdFTGoYzjn7Q2rsI+rC7YG29T9TUmrVESlhVrShGoUbq8O+/9R5EobVCsvgE7Xq87LXaKRgmyDLPyO+2P4Fftz9I2766Cb8tEf73iudLzSLpoYWOxqMOnCUNnIT1e5YKM/2CcEkwiJSFk4RVCuQPgZVHU4fW25YgWsWJPzj8gEVk4E+x0kLRaU611nS8XAUFgptDwVbRiYy5s5F2kxjS5hoXHJkD9x8XD+M72Gum6GgFswjS0iaRe5SYKzqvD8oSy3DjK4z0CNDWqx+OCIT74/MDG5fLJDWQTR2W9X7ryWmbvB6tw3HLrk+/P1ZKJ9vmgEd0zOpeyUCJ79yMnbX7hbHTrJ6IhypcudWQw2ydBZaRvoCpHr8haxO32YYHCeC2hNWiwi2Y4VGiyiQFOro7SRs7CwpQdbpp7XqY1IHX7wkO21hwTYVMgq8Bsd0Fd4Rw9ut8NMinJ4wi1sNh8yKaXyD7OtIQ0gNzRpnJsujeU2lSKkfh432YrzqnhjUuFCC7Sy/rLfS1AC7VdZ7kTs7U/0uQx0i9yGHIGXy5Ga10C8f1wUzBxTixtna7ymNDZ076Fx47eaJU5J3C/6eniv0hpRdhnRo9MF2ZT2JnkmXuZrk1+ZKQaCmVhRN1PpRTfI63WKx4JK3L8FZ/9ZqngjhVYtFqP4TsZx3OiId8JvEtBXUupJ61FGm11PGrbVtIApWroRNJ1hizwj9nenOMLXOUGfpIs5Rj7pAsjw7bIXUUhvhtrkXXSjm5P84IrJPcnsgKjMmbeRKEKrG6dIGHfR2CfEwk2C7sEm28CI3Gf0IkUGwakSVL5ShbFRV/QTfvSjfaEfQB5sWAb4UqbJN7UdSsO2Hv84k2JaVze1ysE3WJEY01euqok3hFX27XA0m/YNeBm2vo18xFmmj2adPhhrPuBFGbZmGlj3KpqkCbLNg26hFjFrjlWDbiEZVm7yavEsvRTzQgiN9xkyTK73wuuzBYLtfw2eYWPsv7W0MNBgi2QBd+d8r8f5v7+PRbx8NVhiW9VmG60ddjzvH3YlzBkrCOUnywpMWO+qRBaGVoOfXz6Wfvpa1pg0qzcBtx/c3nKOk+fU75w7ApEO0ytytAr1fw08DhpwELHpesm4cG/oc6ZhFjhXJEyeKRXJLIG2HLjm+mBZ8ORdeoDk+dek+DGXnXIj2JmhHZbFgh85tIBqkhB1JffphzyJss4UWhCn1h8NljU3t1xCD0apopKgCT5sjcvcCCVi+suEV4eTgqpWOL/ZkOdi2u+G2WzXB2KvuCcJfnRTpr065Eo955uN9Z3w2ec1idGhf0n8eNKKhUSCPQsIEibJmSmsRaxBmDYSSfU6d5Ve2J0ck7slPOeJzxdEVk3BE0v2JURMo3Z2OOd3nGHZg0biSp6GvSLjq2Skn4jL8O2GjhP4TJ8BaJyfg5YBc37k3sF5KfDhLm98NleZxYvHIMhSmGY+iRLTeU8vR0IiN3Sk6OxS7OMV6r7pBWgd+uUnqHKT3wVYvqYoHfc4pmeAMjWE22kP736ZKbSL+0MJDg6Mdf5zeC48sHYKcOJT/OxIJckRiEgUzFcS2bJ13dDLPQirz3PrWlF/KvfFlOssOAxTFavrdpMqlnGC6Z0Se6WkPFFVVoyqn/iRMdj4Op/agRYGZHQ144qNN+Gzj7rDgsEmRaCd7bl2rfiyVbQoHSYjGtLL9xnXAlk+BR2cGg21xMCfbFll4qdFB5mN+kSHVQ/ZPqz9fLX63N/qFTYXVZbwgSN7+mbTQ+e1L4OMH0fTt89i0SxuAb7AV4wq5Umk1UAnNNJhbplEDmr08tb9kX9Ec8obPMU1kNMWzOGuiYNv86owU40W8u0cPFN4Y3sZthu2Q7shYYOKV7EpGfqo7GGyPqf+35uoCOvEbLBDNnA6M9jVKJJFFFVVj1C4JOckuLD1Uaqv0q0XLdq0HXlfNZW/9H/DrF9IiS3FFaAF5qsVA97xknDuhG1Yd2wf7DQokybpR1y5PjhVZJy/br4GGu6ICne67N/h34Y03ikp7e6NOvlILI50v0o7VznRHggQ1g7Z5Oj5zaufY7YF0jEsLed9GotnWWCpIOd5Lwl2ZUlt0gAQ5o0BVXhrBIX9ti8UKmzLXP2qF+KEE23d5T8ML7qm4IuUaoUi/y5qBj52Dg1W7NiW7Aphk3Dlnepib81jUh7VnmidG25qAXqgzCmmzZ0e9DSX0omEPpCK99mjx+64sfbIpeqmfii4Jk7BoDpHE9uJQhzfTEaJk3Mz+xi39O63SuvKQhi9xXuE3wL5fxfosZzSNIUrvqb861D02vXw6BjfIwXZJ22kCxSo8rFgMk7VnQZp0DHSjVlPZ/suHUhel0BCo2xdcCzjLtdaKBK3piM2VcjFHhtyUzqTuOxlaC1LC4EClA3+bmAMh2Ca8g0PK6oQtQzo5qluwFE/xr/umCruTl6e2oHrU4yip0j3rvrD29URGqWxTldPMPknBTlVN3SKMYh6H3Dp9+bNfBQ+e8+97XztrLPuPUzWtwSldple1NeL5YwqxNy10sGyAwcF9g/RcJMZGvNX53GAlkoJtCu4p+KypDlfXvv+r+4O/ewNOFHgLNCI0/3GFZnHTPr0LVR8+Ajx3BvDRA7AoVXWZW3zn4OgRvTG4VNrXFNX2WE6+lw2/Qsw/NZfk8VrRIupU2J7jEl0B5ElphKF+gb/RtNJBAXC2z/y77AzYUJoSPYtOyYViX4RuFqdP7DVKsF2vyvRTZlwEBQZEVfRXYdbZQhzVrxCzB3eCK1CHLJ/qRP09+b/LbHhX+lk6UniVthTtrLgFY7vnoHuecWKD2vqUme8DFbJSSl8wH5lLlyRkNYw6oOzLT0T6nOPMb9QnPMiJ1DUSTvTbrh63Omabx6j7H7XJTr9dusDA71oPJaxqm2rhqvGLllFrsry/ZpYDxz0SzIdVW+Of0W9VInzXwyDRwAjtwsLHfNzhSB4Xn5d5qxKjT3XJIw+jZO1jSD8uerBNoypqfQgzkpp6wFc/At/0TsWHcY7BZZywAB2aSMmhSBVeHS4j/Q95LTW6WwH+b8YhppVt6vg6bPtfNV7fjgJpf91y/gW4euDlQmeChB0b1m9ocWU7Gl4Diy2j/IslSa6MT78jeAwkdXV1sK3YgE0ssQKVsnCsKxk550nJOzUNqsq2vnPgYCJ+A0DmgCZim1IbzT6RCAcF2IG6OhEgOvIkxc3kww9H1bvvoeaTT0RmPteTh390tQVVyJsNZRfl6jYF9NvvXI3ss5bDd2hiK29SMKrM1lC7sTpgMWojtzi0X286cKr9r4lvft0TbK8OBts2qkq7RC95vfxeX/vBtbhg8AWaedldfwmdSAjFgsbulwKaRqOZbfnkpVS27bkhIRCyH1Eq6dt2bYLeSGZfvZxBpX0DknqmenH/tHsW+jR8ERTrWv/GQ6hIDQjhz22VdWHZZ42NTIzBNo1a+Hq3bhWzkQJsuxWPLy7FibdrVdgdVicKfQXGwWlTg+kS3+O0A43mlj2O4mLYkjxAeE5DE+BTciHMlkQNzRPTvkkn4wDtQaH3US/U0lzm9ZgX8foFw0rQ6M+H/Uvd89FnSt/1zR+FxBFbAXXLbTRrIPJF7dcpDT3yW9Bm3AFIO1qqoiUSZIm5vWa7qCaTQFZEhp8O7PgR2Pxxs54rllOjeo6xxeforK5SxxZhsphV8/cf/y40PdL0lW3C6QsuqrX+4c0QJ2wpJsFNGIfMBAYtiXgT8jGnf+2J2ZiTGlp7CPvKOCDVdNKFePyDDcFKq94HmUhpGI1DS1Lxtv1tDH5XFok8GGilynak8Tkae8vNDq98r1wwDvaHb9aIfilYPHLAGwggefUTmHnhBQjs2gt/ZaU4VzmL2q4riDRxrhpxFTbdEu5sYbc6REcSOSIFOxp82bB6qOuwCu6AtH6qrm8SnZBK0J35ya2hB3Elw5GWhowli7Hzzw8ELybdDCNykg7M2WwzuLLNxE5zrLVigER26KRIbZBhAW9TKDOcWliKeVMuMRTFaS4U0Jc8vha+UaOi3paEHI6riFAd2Q8oLbRNqsr2ztpd2FGzw1y8aPSFoTZyvQeyKlxrUlpx/aHFozqx8ebGN4O/1/3wA3Y9+WRYsJ3vzUd2zeKwKiexjyzH5BOdEmxnpadpMq/jukpKmCLxokOxcqH90CarhKsr26leF3bILVxEbWMAv2yvxrZ9dais1Z40qWVemUcS2x6j2nrxgw+I0QfC527dXKWRSFuOJ9u8CuxvMFeZpYvlNlMjSKW6+M+hToFIYwskQmeKU1psZDnrMa/mUZQ3/ihtd4qrVVrCxhePj+n7bfcZVHooOUOVpa3fSn8XRG+/jDXYOW1MOeYNLTadj1Ogfax/cXqLlY2Z+CFLzPEl44X/c3CGOxJxVLyMTo3UDtoa88qRVM0Ji+5c7NfN5Jrx6dZPRRu5VNlODutOiSfYNvL13a/Bdvk4Y22GBMORn4+i1atR8ugjhuMVGYsWxbT2MEqmzh1aLCqrN83ui0MKtck8tYWffmSH1jEHPMPPML8ujo6VnpkhW0CjjivSO9CTk5mBDI8DdoPnCdSGRtlqv/kGux55BPW//CL+pv2jrTuDKjIqwi5Ld2cga+ihKLj+ujCxWavTG0qmk9/4a99j/Q5JEI3WHo6tUoekwCXtg4qtYoozFY8sK8OeDOPXRG4BBxMcbDMahDiCKftf1tPVLVTfLLrjdvh1BzcK7q4YdkWLniMWe5y/Tv0r7j/i/nY/QDjkgFgR0tpRuwO760IWURrscjDY/Uggt5fURg5t0KkO1qjBUNAYCHY4BHRq5gr1e3djk079nPxeRau7vI16ga7f9tRi5559Yi+qk+fEO+WEgm3xN7U1ijs3IdDQYNhObGsKCDsT/Wd325z+cLlDCwmqcJOyuZGveCPsmupMrG3k6jk2mt31RKlsxsJZ/bXqnGqUQJus8MJwpwnRIJrh1M+XWkhAK4JdlHjsKD6wdCwoums1PAP6Rw22S5MDGBn4VOM53Bonl5jbbnseFe6dWrsXqNwqBdwUSCW3nnDZ5N75wguUObiosRgnV6b2yRcdGGsmrEGvzF7xP3D3KcCk68SvqW6HEKgzE2mTj8zBv9PjGI0gNXI6d9jUwbbdiedKL8NtvrNRZ4kuTvTA4sGmYxNtpUje7NslAOQtLBK0qnNH5rJlwhM8ZeqUFj12n6I0dM2lc642sOtTlIrh5ZmY0idfY4lamlomKbQf6OQdAizWjo41B+q2u3nMzYbX0XqE7NgMkbUQ9DTu0q7V9r36WjDYdpa23by2mi1F2mNYuisNSX37BosIGmTxMrfiNgJg1UvfBV0CLErCa+pNof1bLvJkJWWia4F5F2C+tw2ERBMYDrYZDfbMTKQfH67AKIhjzrK1SJ05E+lz56Lw5ptEpVY/q0wnEkXNsK2JZ860rRCz2KJDtgk1jTXYU6fzk1ZhUdlLUbBh1EZOwWjwd/n1WW0WqQ2ZsrS/1SJ/kyTmoT5J/7z3lzAhK6rMBgIBjOgiVZcb9GrkVDmp3I1Gf0DYflHsXpKlbcNK8skicAhg1xNPGM5Pke2Xos6trmyne53IzdQG72ZQFV9d2Q6oOihihZY3ZpVlM152h3zPFUYUjsA1I68xfg6LVahM672UBbKYEGXXk112jUIxcmOrPJn5rIpZ7TX3wJETpdVLznw7LH4UpSfBZbeKBEQs78qVw6+MepsUOVseFdo3Dr9Me1ntbuDD+0Iq5B1Z8IdpV/7tOhyPeBbi+uSLw64jBd1DClODyaGpnac270k6DQXKDxe/WmSRNtMqt+q4nePOEt/XWHDV+uGjtnGdeOJ2Txf8Yo/eQXL3goHI8sWn7t4mle0WdCG0F2qbvJQjJgpnl+ZYPBk+tv5hLJKF3ymjyzG2eCxO7H0iSoZP0Fg8HfDQmEVJy0cDjQosNGed7YmQ5OoxDegW7lFuJPy694UX23xeW837x/UKC7hNCVa2Q52Gv+6RXkO62xoSR0sPHTssKq0gu8P8+5zrbZkzSEeDVx9MGGnHHBN2maOoCL5Rsor3foQql2mzZsJZLFWR+mT30agqKq2ubYGiHEuqiYmCXW6HpCD716pfI95WM7Ntcwnlaruusq22qVIq20U9fXCmuoTaNzHtb5vDkg0Wg+w4VbYpGXLRpO6iKmPks53+ywuoa5S9Xm1WuHTiPi6XdHAPBPzY8/Qz8FfJHo4iwSArmDf4pSSBzQaLUr1XtsEa22KNXqsm2I5ByCarSD9FHh8vuKcAAxcZXqcIAP7URZt8oMWRaWtZTg9gyk3G18WgUEwUJXcKC7hJuIRmtWk+PSoOUhuX7UFkpWShQB5ji16aKy2m5FJM6JNuJI73w6utYvnFHAR0C0+EKbzinohPnQOw1xreadFqCrqUDBqvTUBRlZus2CIRqG/QqCbnbdbZHqrw1pGdZqawilMTS8xHQoDRxiZaTKwV61iD8gSC9GGsPh8yTzqx1R97VDdt4HdIQWg/pfP2hJIJKL9K6pw4qJi00lThviVFFhI2i0qqTlh0zEWwGSjjN+3ZA3tODpLHjMH+4I9jrsWeorSYg20agVLUyNXkuRqkpB8dPGRHGUJt5UtFk0hdAwcTHGwzUfEMG4qiW28xbjPZz9Bc75+P+DOW91+OATkDMLOrif9vK0CCYLO6zsK5A89FovDbAqnCWe+vN72Ny+YOy6RTq6DFoLKtDratsriV1W5B9qQuyPfka6rZ0Sr7NLNNFWd6HmpvNqps03FZeU6qghqJwInHkjsY1H6UpKZLB/djH9kgrtcH2uI2gRgrHrSN6jbyKOruLl8aDrktZHHUHLp06YaTR8tt8gav+9rDrsVrR+YJa7HQZlojt7irFp3pHum1p6or3FEoOPsc2EqLNer+1nhOC/SByiJp4k+9LvNRd0T9jkUirvlCCvxNH6h1xKmYA5jOY4Cj7zK8KqhnEQNK101rQckrCuipc6RzdngCzJGvrbxNf3ITbKrjuoK1KYCkBunbqZnZjoHybC/OHteyZGOrBttxiFwlCq7OnYXmR8ok86ROcyERxtuP74+HlwwRbf7ZyeHJCFFFj0G5/oCjZARw4mtApyHAIElPpq1YNkolxFhxZOj3I28AKiYj96KL4RkyBPkrV2ruR/PStrQYA+AWQkKN3dJi/C47PCLB1iU9fE0QqNkV8tdWdY25e/UUOi9ZZ56B8jTj9c7iXosTolN0f3JwvVombuy5uchZYTx/0l7QrMzIwpG4cMiFoiWurSA15tkVsxPKosDVvRv+utB8toeqlHlKe446GCVPagtwTM0T8Pml1h9q+a6uD1W67bLtlKim2khZmoJme3Chpj44KjPTavy2UJBMC856S/jCiRKhjbLtl7qyrJBkS9JkRAPqYLuxFq46P5z1fiH6YiSiVksbESNO1fP7bJGruLvLMmDT+1ZXSGJusdIpM8V8xosyxZ48YVO0L9WhE0OKbXFKr6c822e40DKDRAkbLj8duzJDjxN3a6PPRMdg5hogL3I7O52Mbxhl7Pld5CvC4Lw4FMTlRI0htebjFgwjoP2eukUMgubjh5ahgjzVJ2q7nPp2Sm2xfV00HFYLsn1OJDlssAW/m6FtI1Ej/eLdUR8ebLvqSBzNKlk76ivbUbaB/HStcY7MNAvqTolg5xWiY7ZDt1bbuBGlWV4xShWxzT+Ss8SBDHV6HbnKtLOsNVg+rium9VXppHgzgdkPS/PbhZKLi6tzGXIvvECjReTs3Dl8bdHG6MX6TP29nR6xbjyk6r0wgeQ8p7z+UlW1lX08Y/48Uak/usvRouVez6Sy1k84JTocbDMRcRQVtukJgomPYfnDYFXPYusggTKlGq3xTLe5gp/j4XWviZ9vfLcNd/77x9BNILdSW6gqLqt9y4sampNWV7ktBjPOATmAV87pZP11v/ck7W0CgZDtl4H6tlLZDugq2499+xi+37UOzjq/WLimmQhnpRvYbcQCZXrpvYtrkTL6QmxOiSAepkMtNmeE8to/HpqJyuTQ63B1jZCF1lXk6cQY77d1bKexmFQRUlKmzzxlWhxzp+kGJ2oSTMkOVz41QhH703PVyKvgiGc2M9JMdr+5sT8Oc/CiFoRUfZOOHVKKG47ti7EVOUHvdPp59VGHGI5HkC2QQr/sfqYiS81Gt/B1V2iTAI6GgKE4mgi0vV6N0CMR6dB08eTumNhzPwmD0nZRgKJgpMdCs7DeA9e3viM6yhzM3DV/gAi0x3XPMT430vx22Pct9IWzZ+z/Ys7IY5Zj95HDkLJkIbLPPhtJvcOPY+pkfklgC7o2rhO/U4fN6G7ZmJW1XrpNknlFnkYRqeX+rAgisAcLHa8Xh9kv5F15Bfb+8wVkLtMGS0z7QkI4h+T0BaD1YzY6iOvbyJXCRL+Gz/CGayxuekU6eAZvIreY00PoR7LtTf5gZdtfV4fAR5+HPTfZhPlVPsvE1w7tQVwE4X7zyrYScIrbIiCCbXq+bfffj/nf78O/J+aJjgOzFqRuOUnY8pMNtbJ3eCTU8XNSUSfxuGov76iLFIsF+TnZqNoa9amUB4l4rfKaqpLtWLu0DO7qRtw74lahZmtKFMXxWCBbpCndZ+Ad3C7+rpswDBknnBD7A6QZBNuxqogDKPQVItmRjH0N+1qtGqjh2AeAjCg+ywyjg4T+vC67NDOtOq4uHF6Kcd1zxaLTKBFNFoX3TrgXm3dsxvbAdgzMHdj6LZPpkcWU7AZt5CSOJkQdU8KTiorPtp6RXbIwost+DmzVNm1G79vYcPtPJkY42G4WKwatwL9+/pdIDOsFEMnvnP7FS/LEidj3+mtInz8f+xunw4VZ566OfkO5s5GOg+f3tSJ1+DBJPLdyG/DYM9Jt3NHP9SMKR+DWT1We3AchXNlmDEnq0we5F18k1MmZxCI5yfzgphG7Ui+g/E2iBZEUq9P8u3DBvuvD7muXK9uijVzuE1fCQ9/exuCCccc99wD//Vhz3ycXFKPJbg22kZ+na7dUIBXyYGXboC1RHWBRdbthyxasnzsPvT/bDU9VEyY/uzlip4UNAWR4Y5v7U6rwRMr06UidOs30tk6dV6lCfqpLiILFQrwV51qPHc6icG9WDe4U4LhH0VIcKsu0poLssMpXRNIMLLAc0S2Egje1OXDX+PBZWbUQYsz0OU6qhuX3lXzG+8/nQJuJD9pn5O9rQaobWbrjCbVTF2d6IrZV0z6d7krHoNxB8QfaBirGKBwALHgGOOpOoM/s4DaaYTeobCdV0/GdWsjDg+1hnY3P8xdN1tnp7W+4q65VcXUJ2YCZ4eikE/ZixDjT5cMvxx9G/AGD8ga1yjtChaySBx8UqvQJS8+jxQ860uW76oIuNdi7KXSb/H7ttHEdCw62GaaDkUyCFCYogSjZSGjUpGUxi9xkaicHPIGQyrd6ZptUxEUrcnAoW/o54y8b4f75N/F75ZtvhSXId2W6NAEs+bCunjcg7Dm2V9ZJ97UAtn7Hh11PC9O3p0gnH7I2++amq9DgD82V02YpAl5Wj0GQ66ekgOnbo71pQKt6n7FooWkrVIWJIj0lN4yE3oxvG18L39C8obHdMC1c9bQtvOZNUc25BonTji+udvFIDD8NWPIiMP024Jj7gSHcmcPESXvvM2MuDs54CpLzJA9uT4bkHzz89MhigCaV7ZQ9DWLRbM8OtyyittArp/VEwpGcD3RvppUaE0bOivPgqqiIGGjnXa6zUGTaBFqrJYLocERS8oFhp0m/q1v4qndIP7O7A72PiVF7wiF+RnMgOVDhYJthOhiRROGUynbBqj9pq5OKcmSETjI7GoS3q3gciyJ0FqLqny/ix90/RlTcVV8eybLma+9w2Iafanjdll65WF/mxdbqrahqqMLGfRu0r1GuFJGCZ/gG+GPWGNCLG5ndj9qcXWaWYtkVsVes42jh65zaGWcPPDvm26N8rPRz8p/iFm7TkxavIKAvR6ooxypWxjCJjjqYVbc17w/oOCT72wrmrI3J6kqtOWE0s522s16cO/TiSARV6QeVJpAVz7RbgaLBwLgrgNHnSwkHpsVQoiXzxKWm16fNOJq7GRktij7Clk+BRtkFp3pX3GNsfxzxR/TO6o2LhsRfDDgQ4GCbYToYvmTzGTolYAxrA45Btd2mnrcOVpNDi7ayHypx4zPn4ffq31HfVB9V7MoWocTs9+aYtgi67C40OszvS/OF3hHD4SgwONB3GR9TZXvtSUNDLVEG3ur6BIbVk2TeZqUPNE2IJShXhJWGFwyPr/308CuAeX8DimOshhtQkNoJ2UnZKB8s2cvFxbBTpYWxAgfbTEdm+u1A8XBJwXjh8+27LTEG+/TdTZKt8uwN0rHcaXWKTiASaRtr7yX8uEn01IyrjuoVetr21EUt6AdMuSHUtaN0G6jtlJhm4SwqgsXd8XzKmXbCJ7vbVO8E/nsbsHsD8O4dcVtqlqeV47Jhl6EstQwHIyyQxjAdjNTkLDw2txNmrt0Y+51GLgf+Mi/iTRSBNAEFw9gUpuk167ENkBrQw9vQBarbG81kBx8+QvsUVbQbHOaBphT8mrQpFw/DviNXA49EtvhwO4wXsKS4TkGuMnsuOgWsVnPBMLIU6TsHePX+iM+3z5GJHgPHIxo3jL4BX23/CocWHYq4oOSKL7w9NB66PfQY/Hv3RhZkM4MSJ+WHA7+8I52A45n5lpnfYz4e/bbl8+cM02KyugKTDTpn9hvNU41WhM6Ume3zBp2HvtkkqAlsuGOhSKdSsGVG/+J0/OmYPrj3rZ9w4mEJJCrYZTyQ2xvwtuwYxwAWpxOd/vxnbH3+edSufZzfEiYy6u/ct/8Atn8f+juOYPtghyvbDNPBSHGmYHuOO741GnmXDlpi+pij695AUdOmkN2DPPdr1i5uRqyV7aQos0pmwbbX4Ytc7bFYYM/tji8c0gLTiB/sXU0TAZnLliHfmy9U0fO8eaLSXXTLzYZzjkGs9oivleiz4gUkeaN3F2R7sjG2eGxwvml/YvP5jLsFYoUW+uOvBEac0ay7TyufhtsPvx1ehzdM8ZVhDipaqBqdvE9KnHZJ64LG337Drkcegb+6WiTBHPn5Ee/bIz8FNx3XDz0L9q/3b1SSc5uVxGOMNTqSxo2Db4I2AezqZqxNwhzkwbYSVJMg627Z8ovgYDtm+MjFMB0MCkbMiBgcR5j7O6rmmdDMMnkkN9NSSv38irVXoyW8gcYSoTVyVtdZaLIbBa8W5Hqkqmugrs70/iRY9qBnseF1G+wluNt7qul8dsoRE4UieoG3AB67R2rljuBrLrDaUZrpjVg9t9u5iShWa7v7Jt6HBT0XxHR7hjkgKRkp/Ywghqkn7ZhZIhFLjPywGndmnA7rV+uw6Ywzsee5v4vL7bk5orLJMHoKb7k5aiKGOQihBNes+6Tf6yq1+gmtJWx6EMDBNsN0MMhSJpJSdcGqVcZXUMXaBGFnkyFXmxXVyJUr4962k3qfpAk2z53QDTf6VsCvmz/O9pofpGdXzEauy2guPRTIB+rNg20nBfkmwfQeSyr8ehPxKFic0YNtoeCue8po1W7G5O1sbU9ihulodJsEHLESmP1wzHdJP/545EyaiuLkYuT78lHz8OPY+fAjmts4C81byJmDD1fXrsHfE9qCimlf3GmS5z2N1+38ORRok64FExO8qmGYDgZVZc8ddC5ePTJcoXXXkcPg6mwiQBFBtCrT65SCVFW20l6Qj+0F5lV0PVeNuAoDcrV2X2O75+B3Wz6ecc8MXkZe391yIltDuZoiB6r2CO3Oiv9tnSX89VrVInAxYnFED7YN78exNsMwza0mlY6U7L7iuZvXK/zpSWuCKtjUQh5X4pA5qPCNGYPMU04WVW2GiXg8cmvdW0Qi0MGuI7HCwTbDdFB+6paMj4dpF2NFyeZKs7A7YxsRVLUGWdRm1FHwmHgr/2F6T40SNwX20YJeReBHTarsz2jLzEDajBlRt2e19/QWe12L+0Rru5TnCPVjlsHkBcMwzH7A4gotfhs2b0agoUGT9XN16cKfAxPaX6xWpEyYwFVtJjoq+1hBUpwWoQc5vBpkmA7M9myXxg+aZl5Nsbk0/teWgB/WQBNOqVwNu00VDqvEuUq9sbeWkZK3EQNLMjCpZ5a28iyrfZtRVZYT5iGbIfs/Z51yKqxRBNbumj8AG+3FuDB1FWotodtWWqKLlOmxNHPeOt3jRGqSA4XpkbeVYRimrbClpqLwphuRPm8eUqay8CDDMM0gSSp2BHHwuiYeONhmmA7M+s5evDkhB5nuTCHsFdHNWRZIK0xLQm6KG3+a0R1X9dmOYa6f4XPZDWe7s10Zwr+1JcE20eT3aw86qZGD+NHHn4+v+oUO7kn2JMmGS1Rvogv8FKVLVfYGixNXpFyNB71L8D9HDzzvnoZ4CfMsjwGfW5rjzkl2wWNiM8YwDNOa+Csrwy4L1NfDWVKCtJkzYLHxsYhhmGYw4Sp+21oAB9sM05GxWLBrUFekunTzNBGCbbK9SnHb0f23v6Pvd7eJtm5NiK5qIw80+eGIUXHSFkFh3O8PWYJh+OlA2eiIj9UptRgLz7gn+LcSaBNWd3xzQo0Wh7ACW+M9BZXW6Oq+6cfPaXHbZX6Kaht7cDWJYZi2x18VHmwLyy+GYZiWkN8XWPyi5JQwagW/l3HCfjQMc7Agt5EH+eQRk9upKsf+Jk2g29zKdqbXgUbljz6zY3o8r894JsjiMrcwaw1SZ82Cd/hwyVs71hbyiiOBrU+EX06KwiUjWn0bGYZh9HiGDEHlm2+FiWAxDMO0GKcHmBS/Sw3DlW2G6fBE9NaO0Wdb0yqkUpi0ZWRGbk2P0bKptOcQ0breKSOyCrkam2ou26lKFFjbONgmtXdHYaEQRou5hXzMhUFfcasiSDRnraQozLLkDMPsBzxDhyLrzDM0nTkZixfze88wDNOOcBs5w3RQemT0ED/HFY+DQ7bCosVWi4Ltztr27qzTTo0aK1Z5o1d/Lfl9kTLrVrgXGFR/ze7jdgvP2EJfERwqey26PBZInGx/UpDmFrPaRYogmje2WXeGYZjWShR6VecAEkSz+WK3b2QYhmFaHw62GaaDcsHgC3Dp0EsxvXw6Cm+8AZ3uXQNnUWHsbeQx4MjLg+e8UKVET6XPjmfnFInfvY4oi7qiQUBKfszPTWI+5BnrUre1x1HZvuqoXtifOI+8Tsxqu2S1dzP/bYZhmLZCnYyMRUySYRiGaVs42GaYDgr5WvfJ7iOEyajl2Z6h9dwOoxmq2oRd5d2q5+u+qcgsKMf9E+8XgXFrYzN6TY7YKtads3344/4MuKllfOpNLX6/GYZhWlLd9gwaBHtuLpL69uU3kmEYpp3h0gvDHCyQYnl2BbDtu7ju5lDNcOvpnFyG6SP+KAL/tqDozjuw/vi5YYvJWAnOT6u4b+EgtBnRqvsMwzBtTM5FFwKBQLNsCxmGYZjWhY/EDHOwQAuvo++O+262CJXtgpzObRZoE1antg2y6PbbWvR4A0vShVBbm0HJjG6TgIEL2+45GIZhIkAJSQ60GYZhEgOubDPMwUSkSoeJgJrTZRxM/9zFh8Jh+3cuWhGCS1iokj724vbeCoZhGIZhGCYB4Mo2wzASM4yr3k63BwW+8CD3lan5aLLH3tLNMAzDMAzDMAcTHGwzDAMMPRnI6Gz4TlgcDrhtxq3XgUCMHt/tBKcCGIZhGIZhmPaCg22GYYSYjhkUbJvhD/gT+t0ryWy7eXKGYRiGYRiG6fDB9q+//opzzz0XI0eOxODBg7F06VJ8//337b1ZDHMAEaFCbbO1a7CdefIy8TNjyeK475vmceLuBQODf2d42XeWYRiGYRiG2T8kfLBdX1+PZcuWYdu2bbj77ruxdu1aeL1eLFy4EDt37mzvzWOYA76ybfX54Bk82PC6zKRMtDUpEyei+KEHkTplSrPuX5iWhCun9cSI8kwsHFHa6tvHMAzDMAzDMB0y2P7oo4+wbt063HDDDejduze6du2KVatWobq6Gq+//np7bx7DdDzSS8Iv8+VGtJHJJd9WFd/0TsX08uk4tPBQ7A9sPl+L7j+oNAMXH9kDqUnmLfEMwzAMwzAMc1AF2xRcr1mzBrm5oWDAKtsX7d27tx23jGE6KFNuBjwZob/7zQW6jI/57jUeG94Zl4N5PebBakn4QwjDMAzDMAzDtAsJ77OdnZ2N0aNHay575JFHUFtbK2a4zSCV5ERWSla2L5G3kTlAoUC7+zTgk4ekv4csC2slj7R/+slLugMokTMHLnz8ZBIZ3j+ZRIb3TyaRCXSQ+Cie7Wv3YHvTpk0YN26c6fXvvvsuMjJCVbhXXnkFN954IxYtWoSKigrT+1VWVqKhoQGJ/CFRK7zSpssw+xNnbS2cTU3i98o9e2LaP8n+q6axBgEE0NTYhD0G92OY/QEfP5lEhvdPJpHh/ZNJZAIdJD6qq6vrOME2tYe/8MILptenpqYGf3/88cdx9dVXY/r06bjgggsiPq6PRJ08noTPiNDrS+SdiTlAyS0HvrGFfcci7Z89zr4M391zI/4x2Qub3WZ4P4bZH/Dxk0lkeP9kEhneP5lEJtBB4iMlIdAhgm2Hw4Hy8vKotyNRtPvuuw+LFy/GhRdeGPUDoOsT+UNSb2OibydzANJlArB7A5DXh3bEmPbPjMlHYtCE8fji6wdwXFZv3m+ZdoWPn0wiw/snk8jw/skkMpYOEB/Fs23tHmzHghJoU5C9ZMmS9t4chun4kMjgkJPivpvD7sTJfU9uk01iGIZhGIZhmAOJhA+233//fRFoL1iwANOmTRN+2wrUJk6e2wzDMAzDMAzDMAyTSCR8sP38888HFcjpn5ozzjgDZ555ZjttGcMwDMMwDMMwDMN00GCbBNHoH8MwDMMwDMMwDMN0FKztvQEMwzAMwzAMwzAMc6DBwTbDMAzDMAzDMAzDtDIcbDMMwzAMwzAMwzBMK8PBNsMwDMMwDMMwDMO0MhxsMwzDMAzDMAzDMEwrw8E2wzAMwzAMwzAMw7QyHGwzDMMwDMMwDMMwTCvDwTbDMAzDMAzDMAzDtDJ2HGD4/X7xs6amBolMIBBAXV0dqqurYbFY2ntzGEYD759MIsP7J5PI8P7JJDK8fzKJTKCDxEdKnKnEnQdVsE0fEPHLL7+096YwDMMwDMMwDMMwByAUd/p8voi3sQQohXAA0djYiD179sDlcsFq5S55hmEYhmEYhmEYpnWgijYF2qmpqbDb7QdXsM0wDMMwDMMwDMMw7Q2XfhmGYRiGYRiGYRimleFgu43ZvXs3rrjiCowaNQoDBgzA8ccfj48++ih4/bvvvouZM2eib9++mDRpEv75z3+29SYxTMz7p8L69evRr18/bNq0id89JmH2z6eeegrTpk0T++bEiROxZs0aNDU18SfEJMT++cgjj4j9snfv3pgyZYrYXxkm0c7v1OC6dOlSLFiwgD8cJmH2z8WLF6OiokLzr6PuowecQFqice6552Lbtm246aabkJmZKU6+dFB75plnxAHu5JNPFjvUqlWr8MYbb+CCCy5ARkYGhg8f3t6bzhzk+2fnzp3FbX788UcsW7Ys4RX+mYNr//zqq69w5ZVX4vLLLxfHS/qbfq+vr8cZZ5zR3pvOHOT754cffogbbrgB11xzjUgGUWKd9k+a7xs/fnx7bzpzEBDL+Z146KGH8M4772DIkCHtur3MwcW5UfbP7777Dn/4wx80x0uHw4GOCM9styFUDaSs9tq1azFw4EBxGQXYdNnUqVOxY8cOfPvtt3jyySeD9znvvPNEtuf+++9vy01jmKj751lnnYV77rkHd999N8rKyvD111/jtddeQ1FREb97TLvvn++99x7Ky8tFMKNw5513iuMpJS4Zpj33T6/XC6fTiRNOOCF4n6OPPhr9+/cXSSKGae/zO0EBzfz580VwQ/srBTwM09775/z58zFixAgRePfs2bPDfyBc2W5D0tPTRVsjtZApkGcc/du7d69ol9BnuIcNG4b/+7//EztdIvvLMQf+/km8+uqruPbaa8Vt1YtGhmnv/XPFihWiC0gNOVCQGwXDtPf+qQQzRENDA1555RXRJcRdF0yinN9JSZmOo8uXLxfJ9M2bN/OHwyTE/vndd9+J36nQcyDAM9ttSEpKCkaPHi2yhQovvfSSyOgcdthh+O2335CXl6e5T05OjmjX3bVrV1tuGsNE3T8JqhKSlgDDJNr+Sdlw9Yl43759ePzxx4P7LsO05/6pQEn1Pn364JxzzhH6AuPGjeMPhkmI/ZPGF2nNSVVEhkmk/XPdunVITk7GVVddJWa6aR16yy23iDGxjggH2/uRTz75BBdffLFokxgzZgxqa2s1Oxqh/N1RdyjmwNk/Gaaj7J9VVVU47bTTRKWGdC8YJlH2T0oIUSskjTu8+OKLYo6bYdp7/3zrrbfwj3/8AytXruQuSibh9s9169aJ8zklKu+77z6ceuqpovhz2WWXoSPCwfZ+gtpxlyxZIoRSlJOty+UKC6qVv5OSkvbXpjGM4f7JMB1h/ySBFVIopbYzOimzpgCTSPsnCf90794dxx57LE455RQ8/PDDnExn2nX/3LlzJy655BIhPpWbm8ufBpNwx8+rrroKb7/9tlAo79atG4466ihceumleO6557B9+/YO94lxsL0fePTRR3HmmWdi7NixQmyKgmwiPz8fW7du1dyW/vZ4PKJ9gmHac/9kmETfP2kGdvbs2UJs8rHHHtPMfzFMe+6fVDn84YcfNLcl6xpKqJMIKsO01/755ptviiQlBdwk2Ef/qMpNIw/0+5YtW/jDYdpt/yTsdrtwblDTtWtX8ZNGcDsaLJDWxpDS3tVXXy0qL5SVUYueDRo0CB988IHm9qSwS35zJPTDMO25fzJMIu+fGzduxMKFC8XsF7k3UPKSYRJl/6T5wtLSUmFro/D5558jLS0NWVlZ/EEx7bZ/TpgwQawz1VBFkYIY+klz3AzTXvsnQZdRlxoJ9Cp8+eWXwvqLjqsdDQ6225Cff/5ZzMPQgY38tNWtD263W+xMM2bMEAc3+knZxn/961+iFZJh2nv/5O4KJpH3T6rKUJWQghnKglOlRiE7O7udtpo5WIi2f5544onCR5aCGhL8ef/990VSiDQFOJnOtPf+WVJSork9WdUZXc4w7bF/HnHEEeJ6mtk+9NBDRaD9pz/9Sfhw+3y+DvehcLDdhpCynmL5Qf/UUHB93XXXYfXq1UIR8qGHHhJZHPp9+PDhbblZDBPz/skwibh/jhw5MtgVRLNcemh+m2Ha+/hJ19977724/vrrUVBQgMsvv1zMbjNMW8Pnd6aj758Wi0X4vlPQTQn0RYsWYdmyZeiIWAJk6MwwDMMwDMMwDMMwTKvBg8EMwzAMwzAMwzAM08pwsM0wDMMwDMMwDMMwrQwH2wzDMAzDMAzDMAzTynCwzTAMwzAMwzAMwzCtDAfbDMMwDMMwDMMwDNPKcLDNMAzDMAzDMAzDMK0MB9sMwzAMwzAMwzAM08pwsM0wDMMwDMMwDMMwrQwH2wzDMAyTIFx00UWoqKiI+G/BggV4+umnxe+bNm1q1+196aWXMHfu3JhuW19fj0mTJuGzzz5r8+1iGIZhmETAEggEAu29EQzDMAzDABs2bMDOnTuDb8Xq1avxzTff4I477ghe5vP5kJGRIW7bs2dPOJ3OdnnrduzYgWnTpuHee+9Fr169YrrPq6++ilWrVuG5556D2+1u821kGIZhmPbE3q7PzjAMwzBMkOLiYvFPgYJqCqb79esX9i7Rde3JXXfdhT59+sQcaBPjx4/HLbfcgscffxyLFy9u0+1jGIZhmPaG28gZhmEYpoOhbyOn9vOlS5fir3/9qwhoKQieM2cOfv75Z/z73/8WFei+ffvi2GOPxbfffqt5rI8++gjz588X1w8ZMgQXXnihprpuBF3/t7/9DVOnTtVc/tBDD4lW8d69e+Owww7DH/7wB1RWVmpuQ9vywAMPiLZyhmEYhjmQ4WCbYRiGYQ4APv30Uzz66KMi8L722mvx448/YtmyZeL3k08+GTfddBN+/fVXrFixInifDz/8EIsWLRIt3VRxvuSSS/DBBx/ghBNOQG1trelzvfzyy2hsbMTYsWODlz3//POiRXzevHm4//77cfrpp4t28auvvlpzXwrGf//9d/E8DMMwDHMgw23kDMMwDHMAUFVVJQLm8vJy8TcFs3/5y1/w4IMPYvjw4eKy9evX4/rrr8fevXuRkpKCG2+8EWVlZbjnnntgs9nEbajCPWXKFDz11FMicDbivffeE8/j9XqDl9HzFRUViftYrVZRJfd4PNizZ4/mviUlJUhNTcW7776LQw89tA3fEYZhGIZpX7iyzTAMwzAHABTAKoE2kZWVFQyeFdLS0sRPCrZramrw+eefY/To0SCtVKpU079OnTqJx/nPf/5j+lwbN24UgbWaYcOGibb1mTNnCkG3L7/8UrSMk3q6noKCgnZXUmcYhmGYtoYr2wzDMAxzAEAq5UZQddkICrj9fr9QE6d/elwul+lz0Rx2UlKS5rIjjzxSPN7atWuFivrtt9+OwsJC0bZO16mh++pnuRmGYRjmQIODbYZhGIY5CKEWcIvFIma2qW1cjz6YVpOeno59+/aFXU6CafSPrnvnnXdEEH/++edj4MCByM3N1QT6VN1mGIZhmAMZbiNnGIZhmIO0Ek4+3T/99JNQD1f+de3aVVSl33//fdP7UqBMYmtqzj77bCGKRiQnJ2Py5Mk47bTTRGv61q1bg7ejlnUSSKOqN8MwDMMcyHCwzTAMwzAHKeeee66oQJ933nl488038frrr+PEE08U4mWR/LNHjhyJ77//XlPdppntV199VQiw0f1feukl3HrrrSgtLUX37t2Dt1u3bp24H1mDMQzDMMyBDLeRMwzDMMxBCqmBk00XCZotX74cDodDBNnkg92vXz/T+5Hll91ux9tvvx2cxyZf74aGBqGATnPbZCdGKujURk6Pq/DWW28hOzsbAwYM2C+vkWEYhmHaC0uA+rkYhmEYhmHigPyzqbr98MMPx3wfWnIcccQRmDt3rpgVZxiGYZgDGW4jZxiGYRgmbk455RT873//wxdffBHzfV5++WU0NTWJKjjDMAzDHOhwZZthGIZhmGbxwgsviMo2tY5Ho76+Xvhur1y5UqiTMwzDMMyBDgfbDMMwDMMwDMMwDNPKcBs5wzAMwzAMwzAMw7QyHGwzDMMwDMMwDMMwTCvDwTbDMAzDMAzDMAzDtDIcbDMMwzAMwzAMwzBMK8PBNsMwDMMwDMMwDMO0MhxsMwzDMAzDMAzDMEwrw8E2wzAMwzAMwzAMw7QyHGwzDMMwDMMwDMMwTCvDwTbDMAzDMAzDMAzDoHX5f9cdfINJIecnAAAAAElFTkSuQmCC",
|
||
"text/plain": [
|
||
"<Figure size 1000x400 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 1000x400 with 1 Axes>"
|
||
]
|
||
},
|
||
"execution_count": 47,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"# Plot main performance metrics\n",
|
||
"plot_results(results)\n",
|
||
"show_current_slice(results, 20, 25)"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 48,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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|
||
"text/plain": [
|
||
"<Figure size 1200x500 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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|
||
"text/plain": [
|
||
"<Figure size 1200x500 with 1 Axes>"
|
||
]
|
||
},
|
||
"execution_count": 48,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"# Plot control signals (optional)\n",
|
||
"plot_control_signals(results)"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"---\n",
|
||
"## Compare Multiple Initial Conditions\n",
|
||
"\n",
|
||
"Run this cell to test the controller with different starting heights."
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 49,
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": [
|
||
"def compare_initial_conditions(initial_gaps_mm: list, max_steps: int = 2000):\n",
|
||
" \"\"\"\n",
|
||
" Compare PID performance across different initial conditions.\n",
|
||
" \n",
|
||
" Args:\n",
|
||
" initial_gaps_mm: List of starting gap heights to test\n",
|
||
" max_steps: Maximum steps per simulation\n",
|
||
" \"\"\"\n",
|
||
" fig, axes = plt.subplots(2, 2, figsize=(14, 10))\n",
|
||
" fig.suptitle('PID Performance Comparison: Different Initial Conditions', \n",
|
||
" fontsize=16, fontweight='bold', y=1.02)\n",
|
||
" \n",
|
||
" target_gap_mm = TARGET_GAP * 1000\n",
|
||
" colors = plt.cm.viridis(np.linspace(0, 0.8, len(initial_gaps_mm)))\n",
|
||
" \n",
|
||
" all_results = []\n",
|
||
" \n",
|
||
" for i, gap in enumerate(initial_gaps_mm):\n",
|
||
" print(f\"Running simulation {i+1}/{len(initial_gaps_mm)}: initial_gap={gap}mm\")\n",
|
||
" data = run_pid_simulation(initial_gap_mm=gap, max_steps=max_steps, gains=gains, verbose=False)\n",
|
||
" all_results.append((gap, data))\n",
|
||
" \n",
|
||
" label = f'{gap}mm'\n",
|
||
" \n",
|
||
" # Gap height\n",
|
||
" axes[0, 0].plot(data['time'], data['gap_avg'], color=colors[i], \n",
|
||
" linewidth=2, label=label)\n",
|
||
" \n",
|
||
" # Roll\n",
|
||
" axes[0, 1].plot(data['time'], data['roll_deg'], color=colors[i], \n",
|
||
" linewidth=2, label=label)\n",
|
||
" \n",
|
||
" # Pitch\n",
|
||
" axes[1, 0].plot(data['time'], data['pitch_deg'], color=colors[i], \n",
|
||
" linewidth=2, label=label)\n",
|
||
" \n",
|
||
" # Total current\n",
|
||
" axes[1, 1].plot(data['time'], data['current_total'], color=colors[i], \n",
|
||
" linewidth=2, label=label)\n",
|
||
" \n",
|
||
" # Add target line to gap plot\n",
|
||
" axes[0, 0].axhline(y=target_gap_mm, color='red', linestyle='--', \n",
|
||
" linewidth=2, label=f'Target ({target_gap_mm:.1f}mm)')\n",
|
||
" \n",
|
||
" # Configure axes\n",
|
||
" axes[0, 0].set_xlabel('Time (s)')\n",
|
||
" axes[0, 0].set_ylabel('Gap Height (mm)')\n",
|
||
" axes[0, 0].set_title('Average Gap Height', fontweight='bold')\n",
|
||
" axes[0, 0].legend(loc='best')\n",
|
||
" axes[0, 0].set_ylim([0, 20])\n",
|
||
" axes[0, 0].grid(True, alpha=0.3)\n",
|
||
" \n",
|
||
" axes[0, 1].axhline(y=0, color='gray', linestyle='--', linewidth=1)\n",
|
||
" axes[0, 1].set_xlabel('Time (s)')\n",
|
||
" axes[0, 1].set_ylabel('Roll Angle (degrees)')\n",
|
||
" axes[0, 1].set_title('Roll Angle', fontweight='bold')\n",
|
||
" axes[0, 1].legend(loc='best')\n",
|
||
" axes[0, 1].set_ylim([-4, 4])\n",
|
||
" axes[0, 1].grid(True, alpha=0.3)\n",
|
||
" \n",
|
||
" axes[1, 0].axhline(y=0, color='gray', linestyle='--', linewidth=1)\n",
|
||
" axes[1, 0].set_xlabel('Time (s)')\n",
|
||
" axes[1, 0].set_ylabel('Pitch Angle (degrees)')\n",
|
||
" axes[1, 0].set_title('Pitch Angle', fontweight='bold')\n",
|
||
" axes[1, 0].legend(loc='best')\n",
|
||
" axes[1, 0].set_ylim([-6, 6])\n",
|
||
" axes[1, 0].grid(True, alpha=0.3)\n",
|
||
" \n",
|
||
" axes[1, 1].set_xlabel('Time (s)')\n",
|
||
" axes[1, 1].set_ylabel('Total Current (A)')\n",
|
||
" axes[1, 1].set_title('Total Current Draw', fontweight='bold')\n",
|
||
" axes[1, 1].legend(loc='best')\n",
|
||
" axes[1, 1].grid(True, alpha=0.3)\n",
|
||
" \n",
|
||
" plt.tight_layout()\n",
|
||
" plt.show()\n",
|
||
" \n",
|
||
" return all_results"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 50,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"============================================================\n",
|
||
"Data structure: results (from run_pid_simulation)\n",
|
||
"============================================================\n",
|
||
"Number of time steps: 10000\n",
|
||
"\n",
|
||
"Key Shape Dtype Min Max \n",
|
||
"------------------------------------------------------------\n",
|
||
"current_BL (10000,) float64 -2.039 10.2 \n",
|
||
"current_BR (10000,) float64 -2.018 10.2 \n",
|
||
"current_FL (10000,) float64 -1.859 10.2 \n",
|
||
"current_FR (10000,) float64 -2.037 10.2 \n",
|
||
"current_total (10000,) float64 0.0448 40.8 \n",
|
||
"ff_pwm (10000,) float64 -0.0345 0.4747 \n",
|
||
"gap_avg (10000,) float64 14 16.67 \n",
|
||
"gap_back (10000,) float64 14 16.77 \n",
|
||
"gap_front (10000,) float64 14 16.74 \n",
|
||
"pitch_deg (10000,) float64 -0.08188 0.08608 \n",
|
||
"pwm_BL (10000,) float32 -0.1535 0.6741 \n",
|
||
"pwm_BR (10000,) float32 -0.1528 0.6741 \n",
|
||
"pwm_FL (10000,) float32 -0.1432 0.6741 \n",
|
||
"pwm_FR (10000,) float32 -0.1681 0.6741 \n",
|
||
"roll_deg (10000,) float64 -1.069 1.21 \n",
|
||
"time (10000,) float64 0 41.66 \n",
|
||
"------------------------------------------------------------\n",
|
||
"\n",
|
||
"Sample (first and last time steps):\n",
|
||
"\n",
|
||
" Step 0: t = 0.0000 s\n",
|
||
" gap_avg=14.000 mm roll=-0.000° pitch=0.000°\n",
|
||
" pwm: FL=0.674 FR=0.674 BL=0.674 BR=0.674\n",
|
||
" ff_pwm=0.475 current_total=40.800 A\n",
|
||
"\n",
|
||
" Step 5000: t = 20.8333 s\n",
|
||
" gap_avg=16.524 mm roll=0.388° pitch=-0.005°\n",
|
||
" pwm: FL=-0.020 FR=-0.020 BL=-0.004 BR=-0.004\n",
|
||
" ff_pwm=-0.006 current_total=0.546 A\n",
|
||
"\n",
|
||
" Step 9999: t = 41.6625 s\n",
|
||
" gap_avg=16.548 mm roll=0.137° pitch=0.011°\n",
|
||
" pwm: FL=-0.025 FR=0.015 BL=-0.062 BR=-0.022\n",
|
||
" ff_pwm=-0.011 current_total=1.791 A\n"
|
||
]
|
||
}
|
||
],
|
||
"source": [
|
||
"# Show simulation results data structure in a readable format\n",
|
||
"def show_data_structure(data: dict, name: str = \"results\", sample_rows: int = 3):\n",
|
||
" \"\"\"Print keys, shapes, dtypes, and a small sample of the simulation data dict.\"\"\"\n",
|
||
" print(\"=\" * 60)\n",
|
||
" print(f\"Data structure: {name} (from run_pid_simulation)\")\n",
|
||
" print(\"=\" * 60)\n",
|
||
" n = len(data[\"time\"]) if \"time\" in data else 0\n",
|
||
" print(f\"Number of time steps: {n}\\n\")\n",
|
||
" print(f\"{'Key':<18} {'Shape':<14} {'Dtype':<12} {'Min':<10} {'Max':<10}\")\n",
|
||
" print(\"-\" * 60)\n",
|
||
" for key in sorted(data.keys()):\n",
|
||
" arr = data[key]\n",
|
||
" if isinstance(arr, np.ndarray):\n",
|
||
" sh = str(arr.shape)\n",
|
||
" dt = str(arr.dtype)\n",
|
||
" mn = f\"{np.min(arr):.4g}\" if arr.size else \"—\"\n",
|
||
" mx = f\"{np.max(arr):.4g}\" if arr.size else \"—\"\n",
|
||
" else:\n",
|
||
" sh, dt, mn, mx = \"—\", \"—\", \"—\", \"—\"\n",
|
||
" print(f\"{key:<18} {sh:<14} {dt:<12} {mn:<10} {mx:<10}\")\n",
|
||
" print(\"-\" * 60)\n",
|
||
" print(\"\\nSample (first and last time steps):\")\n",
|
||
" if n >= 1:\n",
|
||
" sample_idx = [0, n // 2, n - 1] if n >= 3 else list(range(n))\n",
|
||
" for i in sample_idx:\n",
|
||
" t = data[\"time\"][i]\n",
|
||
" print(f\"\\n Step {i}: t = {t:.4f} s\")\n",
|
||
" print(f\" gap_avg={data['gap_avg'][i]:.3f} mm roll={data['roll_deg'][i]:.3f}° pitch={data['pitch_deg'][i]:.3f}°\")\n",
|
||
" print(f\" pwm: FL={data['pwm_FL'][i]:.3f} FR={data['pwm_FR'][i]:.3f} BL={data['pwm_BL'][i]:.3f} BR={data['pwm_BR'][i]:.3f}\")\n",
|
||
" if \"ff_pwm\" in data:\n",
|
||
" print(f\" ff_pwm={data['ff_pwm'][i]:.3f} current_total={data['current_total'][i]:.3f} A\")\n",
|
||
"\n",
|
||
"show_data_structure(results, \"results\")"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 51,
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": [
|
||
"# Compare different starting heights\n",
|
||
"# Uncomment and run to test multiple initial conditions\n",
|
||
"\n",
|
||
"# comparison_results = compare_initial_conditions(\n",
|
||
"# initial_gaps_mm=[10.0, 14.0, 18.0, 22.0],\n",
|
||
"# max_steps=2000\n",
|
||
"# )"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"---\n",
|
||
"## PID Tuning with Optuna\n",
|
||
"\n",
|
||
"Bayesian-style optimization (Optuna TPE sampler) tunes all **nine** gains (height, roll, pitch × Kp, Ki, Kd) **jointly** so loop coupling is respected.\n",
|
||
"\n",
|
||
"- **Run optimizer** (script or cell below): saves `pid_best_params.json` in this folder.\n",
|
||
"- **Use new params**: re-run the **Load PID gains** cell at the top, then the **PID Gains** cell and the simulation."
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 52,
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": [
|
||
"# Option A: Run Optuna optimization (slow). Saves pid_best_params.json next to optuna_pid_tune.py.\n",
|
||
"# from optuna_pid_tune import run_optimization\n",
|
||
"# study = run_optimization(n_trials=50, timeout=1800)\n",
|
||
"# print(\"Best:\", study.best_params)\n",
|
||
"\n",
|
||
"# After running Optuna: re-run the \"Load PID gains\" cell at the top of the notebook\n",
|
||
"# to pick up the new pid_best_params.json, then re-run the PID Gains cell and the simulation."
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"---\n",
|
||
"## Test Disturbance Rejection\n",
|
||
"\n",
|
||
"Apply a sudden force disturbance and observe recovery."
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 53,
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": [
|
||
"# Test disturbance rejection\n",
|
||
"# Uncomment and run to test disturbance response\n",
|
||
"\n",
|
||
"# Example 1: Impulse disturbance (one-time force)\n",
|
||
"# disturbance_results = run_pid_simulation(\n",
|
||
"# initial_gap_mm=16.5, # Start near target\n",
|
||
"# max_steps=3000,\n",
|
||
"# use_gui=False,\n",
|
||
"# disturbance_step=720, # Apply at 3 seconds\n",
|
||
"# disturbance_force=-20.0, # 20N downward push\n",
|
||
"# verbose=True\n",
|
||
"# )\n",
|
||
"# plot_results(disturbance_results, title_suffix=' (with 20N impulse at t=3s)')\n",
|
||
"\n",
|
||
"# Example 2: Continuous stochastic noise\n",
|
||
"# noisy_results = run_pid_simulation(\n",
|
||
"# initial_gap_mm=16.5,\n",
|
||
"# max_steps=3000,\n",
|
||
"# use_gui=False,\n",
|
||
"# disturbance_force_std=2.0, # 2N standard deviation continuous noise\n",
|
||
"# verbose=True\n",
|
||
"# )\n",
|
||
"# plot_results(noisy_results, title_suffix=' (with 2N std continuous noise)')"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"---\n",
|
||
"## Summary Statistics"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 54,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"==================================================\n",
|
||
"SIMULATION SUMMARY\n",
|
||
"==================================================\n",
|
||
"Duration: 41.66 seconds (10000 steps)\n",
|
||
"Target gap: 16.49 mm\n",
|
||
"\n",
|
||
"Gap Height:\n",
|
||
" Initial: 14.00 mm\n",
|
||
" Final: 16.55 mm\n",
|
||
" Error: 0.056 mm\n",
|
||
" Max: 16.67 mm\n",
|
||
" Min: 14.00 mm\n",
|
||
" Settling time (2%): 0.196 s\n",
|
||
"\n",
|
||
"Orientation (final):\n",
|
||
" Roll: +0.137 degrees\n",
|
||
" Pitch: +0.011 degrees\n",
|
||
"\n",
|
||
"Current Draw:\n",
|
||
" Average total: 1.85 A\n",
|
||
" Peak total: 40.80 A\n",
|
||
"==================================================\n"
|
||
]
|
||
}
|
||
],
|
||
"source": [
|
||
"def print_summary(data: dict):\n",
|
||
" \"\"\"Print summary statistics for a simulation run.\"\"\"\n",
|
||
" target_gap_mm = TARGET_GAP * 1000\n",
|
||
" \n",
|
||
" # Calculate settling time (within 2% of target)\n",
|
||
" tolerance = 0.02 * target_gap_mm\n",
|
||
" settled_idx = None\n",
|
||
" for i in range(len(data['gap_avg'])):\n",
|
||
" if abs(data['gap_avg'][i] - target_gap_mm) < tolerance:\n",
|
||
" # Check if it stays settled\n",
|
||
" if all(abs(data['gap_avg'][j] - target_gap_mm) < tolerance \n",
|
||
" for j in range(i, min(i+100, len(data['gap_avg'])))):\n",
|
||
" settled_idx = i\n",
|
||
" break\n",
|
||
" \n",
|
||
" print(\"=\" * 50)\n",
|
||
" print(\"SIMULATION SUMMARY\")\n",
|
||
" print(\"=\" * 50)\n",
|
||
" print(f\"Duration: {data['time'][-1]:.2f} seconds ({len(data['time'])} steps)\")\n",
|
||
" print(f\"Target gap: {target_gap_mm:.2f} mm\")\n",
|
||
" print()\n",
|
||
" print(\"Gap Height:\")\n",
|
||
" print(f\" Initial: {data['gap_avg'][0]:.2f} mm\")\n",
|
||
" print(f\" Final: {data['gap_avg'][-1]:.2f} mm\")\n",
|
||
" print(f\" Error: {abs(data['gap_avg'][-1] - target_gap_mm):.3f} mm\")\n",
|
||
" print(f\" Max: {max(data['gap_avg']):.2f} mm\")\n",
|
||
" print(f\" Min: {min(data['gap_avg']):.2f} mm\")\n",
|
||
" if settled_idx:\n",
|
||
" print(f\" Settling time (2%): {data['time'][settled_idx]:.3f} s\")\n",
|
||
" else:\n",
|
||
" print(f\" Settling time: Not settled within tolerance\")\n",
|
||
" print()\n",
|
||
" print(\"Orientation (final):\")\n",
|
||
" print(f\" Roll: {data['roll_deg'][-1]:+.3f} degrees\")\n",
|
||
" print(f\" Pitch: {data['pitch_deg'][-1]:+.3f} degrees\")\n",
|
||
" print()\n",
|
||
" print(\"Current Draw:\")\n",
|
||
" print(f\" Average total: {np.mean(data['current_total']):.2f} A\")\n",
|
||
" print(f\" Peak total: {max(data['current_total']):.2f} A\")\n",
|
||
" print(\"=\" * 50)\n",
|
||
"\n",
|
||
"# Print summary for last simulation\n",
|
||
"print_summary(results)"
|
||
]
|
||
}
|
||
],
|
||
"metadata": {
|
||
"kernelspec": {
|
||
"display_name": ".venv (3.13.9)",
|
||
"language": "python",
|
||
"name": "python3"
|
||
},
|
||
"language_info": {
|
||
"codemirror_mode": {
|
||
"name": "ipython",
|
||
"version": 3
|
||
},
|
||
"file_extension": ".py",
|
||
"mimetype": "text/x-python",
|
||
"name": "python",
|
||
"nbconvert_exporter": "python",
|
||
"pygments_lexer": "ipython3",
|
||
"version": "3.13.9"
|
||
}
|
||
},
|
||
"nbformat": 4,
|
||
"nbformat_minor": 4
|
||
}
|