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bio-performx/notebook.ipynb
T
2025-09-23 18:47:10 +01:00

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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "63f43af5",
"metadata": {},
"outputs": [],
"source": [
"import pandas as pd\n",
"import seaborn as sns\n",
"import matplotlib.pyplot as plt\n",
"import numpy as np"
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "b0ee2af1",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_58338/2213558655.py:3: FutureWarning: errors='ignore' is deprecated and will raise in a future version. Use to_numeric without passing `errors` and catch exceptions explicitly instead\n",
" df = df.apply(pd.to_numeric, errors='ignore')\n"
]
}
],
"source": [
"df = pd.read_csv('data/Pnoe_20250729_1550-Moran_Keirstyn.csv', delimiter=';')\n",
"# Convert all columns to numeric where possible, coercing errors to NaN\n",
"df = df.apply(pd.to_numeric, errors='ignore')\n",
"df['VO2 Pulse'] = df['VO2(ml/min)'] / df['HR(bpm)'] # VO2 Pulse in mL/beat\n",
"df['VO2 Breath'] = df['VO2(ml/min)'] / df['BF(bpm)'] # VO2 per Breath in mL/breath\n",
"# Display column names and data types to verify conversion"
]
},
{
"cell_type": "code",
"execution_count": 16,
"id": "fbd292c3",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"22.369999999999997\n"
]
}
],
"source": [
"print(df['VO2 Pulse'].max())"
]
},
{
"cell_type": "code",
"execution_count": 17,
"id": "ef8bc7ac",
"metadata": {},
"outputs": [
{
"data": {
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"text/plain": [
"<Figure size 1800x500 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"first_unique_phase = df.drop_duplicates(subset='PHASE')\n",
"phase_times = first_unique_phase['T(sec)'].tolist()\n",
"\n",
"plt.figure(figsize=(18, 5))\n",
"ax1 = plt.subplot()\n",
"\n",
"# Plot VT with step-like appearance\n",
"line1 = sns.lineplot(data=df, x='T(sec)', y='VT(l)', label='VT (L)')\n",
"ax1.set_xlabel('Time (sec)')\n",
"ax1.set_ylabel('VT (L)')\n",
"ax1.set_title('Respiratory')\n",
"ax1.grid(True, alpha=0.1)\n",
"\n",
"# Plot speed as step function on secondary y-axis\n",
"ax2 = ax1.twinx()\n",
"ax1.set_xticks(np.arange(0, df['T(sec)'].max() + 200, 200))\n",
"line2 = sns.lineplot(data=df, x='T(sec)', y='Speed', color='green', ax=ax2, \n",
" drawstyle='steps-post', linewidth=2, label='Speed')\n",
"ax2.set_ylabel('Speed')\n",
"\n",
"# Remove default legends first\n",
"ax1.get_legend().remove()\n",
"ax2.get_legend().remove()\n",
"\n",
"# Combine legends from both axes in the top left\n",
"lines1, labels1 = ax1.get_legend_handles_labels()\n",
"lines2, labels2 = ax2.get_legend_handles_labels()\n",
"ax1.legend(lines1 + lines2, labels1 + labels2, loc='upper left')\n",
"\n",
"# Add colored background regions if you have phase information\n",
"ax1.axvspan(0, phase_times[1], alpha=0.2, color='lightblue')\n",
"ax1.axvspan(phase_times[1], phase_times[2], alpha=0.2, color='purple')\n",
"ax1.axvspan(phase_times[2], phase_times[3], alpha=0.2, color='lightgreen')\n",
"ax1.axvspan(phase_times[3], df['T(sec)'].max(), alpha=0.2, color='blue')\n",
"\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 18,
"id": "06244aa2",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1500x800 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"\n",
"# Group by speed and calculate mean for numeric columns only\n",
"speed_groups = df.groupby('Speed').mean(numeric_only=True).round(1)\n",
"\n",
"# Drop the first and last row from speed_groups\n",
"speed_groups = speed_groups.iloc[1:-1]\n",
"\n",
"# Filter data to only include speeds in the desired range\n",
"filtered_data = speed_groups[(speed_groups.index >= 3.5) & (speed_groups.index <= 7.5)]\n",
"\n",
"# Create figure with specific size\n",
"plt.figure(figsize=(15, 8))\n",
"plt.style.use('default')\n",
"\n",
"# Create stage labels and positions\n",
"stage_labels = [f'Stage {i}' for i in range(1, len(filtered_data) + 1)]\n",
"x_positions = np.arange(len(filtered_data))\n",
"\n",
"# Calculate fat and carbs energy expenditure from percentages\n",
"fat_ee = filtered_data['EE(kcal/min)'] * filtered_data['FAT(%)'] / 100\n",
"carbs_ee = filtered_data['EE(kcal/min)'] * filtered_data['CARBS(%)'] / 100\n",
"\n",
"# Create the main axis for the stacked bars\n",
"ax1 = plt.gca()\n",
"\n",
"# Create stacked bar chart with colors\n",
"bars_fat = ax1.bar(x_positions, fat_ee, color='#1f77b4', alpha=0.8, width=0.6, label='Fat')\n",
"bars_carbs = ax1.bar(x_positions, carbs_ee, bottom=fat_ee, color='#ff7f0e', alpha=0.8, width=0.6, label='Carbs')\n",
"\n",
"# Set labels and formatting for primary axis\n",
"ax1.set_xlabel('', fontsize=12)\n",
"ax1.set_ylabel('Fuel (kcal/min)', fontsize=12)\n",
"ax1.set_ylim(0, 20)\n",
"\n",
"# Add individual values on each bar segment\n",
"for i, (fat_val, carb_val, total_val) in enumerate(zip(fat_ee, carbs_ee, filtered_data['EE(kcal/min)'])):\n",
" if fat_val > 0.3: # Fat value\n",
" ax1.text(i, fat_val/2, f'{fat_val:.1f}', ha='center', va='center',\n",
" fontsize=9, fontweight='bold', color='white')\n",
" if carb_val > 0.3: # Carbs value\n",
" ax1.text(i, fat_val + carb_val/2, f'{carb_val:.1f}', ha='center', va='center',\n",
" fontsize=9, fontweight='bold', color='white')\n",
" # Total EE\n",
" ax1.text(i, total_val + 0.5, f'{total_val:.1f} kcal', ha='center', va='bottom',\n",
" fontsize=10, fontweight='bold', color='black')\n",
"\n",
"# Add speed labels below x-axis\n",
"for i, speed in enumerate(filtered_data.index):\n",
" ax1.text(i, -1.5, f'{speed:.1f} mph', ha='center', va='top', fontsize=9)\n",
" ax1.text(i, -2.8, f'{speed*1.609:.1f} min/km', ha='center', va='top', fontsize=8, color='gray')\n",
"\n",
"# Create secondary y-axis for heart rate\n",
"ax2 = ax1.twinx()\n",
"\n",
"# Plot heart rate line (no manual offset)\n",
"hr_line = ax2.plot(x_positions, filtered_data['HR(bpm)'],\n",
" marker='o', linewidth=3, markersize=8, color='red', label='Heart Rate')\n",
"\n",
"# Set heart rate axis formatting\n",
"ax2.set_ylabel('Heart Rate (bpm)', fontsize=12, color='red')\n",
"ax2.tick_params(axis='y', labelcolor='red')\n",
"\n",
"# Dynamically adjust HR axis to float above bars\n",
"max_bar_height = max(filtered_data['EE(kcal/min)'])\n",
"ax2.set_ylim(0, 220) # ensures HR line is above bars\n",
"\n",
"\n",
"# Add HR values above the points\n",
"for i, hr in enumerate(filtered_data['HR(bpm)']):\n",
" ax2.text(i, hr + 10, f'{int(hr)}bpm', ha='center', va='bottom',\n",
" fontsize=10, fontweight='bold', color='red')\n",
"\n",
"# Set x-axis formatting\n",
"ax1.set_xticks(x_positions)\n",
"ax1.set_xticklabels(stage_labels, fontsize=11)\n",
"\n",
"# Add title\n",
"plt.suptitle('Fuel Utilization Report - Institute of Science, Health and Performance',\n",
" fontsize=14, fontweight='bold', y=0.95)\n",
"\n",
"# Create legend\n",
"lines1, labels1 = ax1.get_legend_handles_labels()\n",
"lines2, labels2 = ax2.get_legend_handles_labels()\n",
"ax1.legend(lines1 + lines2, labels1 + labels2, loc='upper left',\n",
" frameon=True, fancybox=True, shadow=True)\n",
"\n",
"# Add grid\n",
"ax1.grid(True, alpha=0.3, linestyle='-', linewidth=0.5)\n",
"ax1.set_axisbelow(True)\n",
"\n",
"# Adjust layout\n",
"plt.tight_layout()\n",
"plt.subplots_adjust(bottom=0.1, top=0.9)\n",
"plt.show()\n"
]
},
{
"cell_type": "code",
"execution_count": 19,
"id": "0c3f01d0",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Index(['T(sec)', 'PHASE', 'HR(bpm)', 'VO2(ml/min)', 'VCO2(ml/min)', 'RER',\n",
" 'VE(l/min)', 'FEO2', 'FECO2', 'FETO2', 'FETCO2', 'PETO2 (mmHg)',\n",
" 'PETCO2(mmHg)', 'FIO2', 'FICO2', 'VT(l)', 'BF(bpm)', 'EE(kcal/day)',\n",
" 'EE(kcal/min)', 'CARBS(kcal)', 'CARBS(%)', 'FAT(kcal)', 'FAT(%)', 'MET',\n",
" 'CUMULATIVE EE(kcal)', 'BP(kPa)', 'Watts', 'Speed', 'VO2 Pulse',\n",
" 'VO2 Breath'],\n",
" dtype='object')"
]
},
"execution_count": 19,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df.columns"
]
},
{
"cell_type": "code",
"execution_count": 20,
"id": "8a1878a0",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1800x500 with 3 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"first_unique_phase = df.drop_duplicates(subset='PHASE')\n",
"phase_times = first_unique_phase['T(sec)'].tolist()\n",
"\n",
"plt.figure(figsize=(18, 5))\n",
"ax1 = plt.subplot()\n",
"\n",
"# Plot VO2 Pulse\n",
"line1 = sns.lineplot(data=df, x='T(sec)', y='VO2 Pulse', label='VO2 Pulse (mL/beat)', color='blue')\n",
"ax1.set_xlabel('Time (sec)')\n",
"ax1.set_ylabel('VO2 Pulse (mL/beat)')\n",
"ax1.set_title('VO2 Pulse, Heart Rate, and Speed Over Time')\n",
"ax1.set_ylim(0, df['VO2 Pulse'].max())\n",
"ax1.grid(True, alpha=0.1)\n",
"\n",
"# Create second y-axis for heart rate\n",
"ax2 = ax1.twinx()\n",
"line2 = sns.lineplot(data=df, x='T(sec)', y='HR(bpm)', color='red', ax=ax2, \n",
" linewidth=2, label='Heart Rate (bpm)')\n",
"ax2.set_ylabel('Heart Rate (bpm)', color='red')\n",
"ax2.tick_params(axis='y', labelcolor='red')\n",
"\n",
"# Create third y-axis for speed\n",
"ax3 = ax1.twinx()\n",
"ax3.spines['right'].set_position(('outward', 60))\n",
"line3 = sns.lineplot(data=df, x='T(sec)', y='Speed', color='green', ax=ax3, \n",
" drawstyle='steps-post', linewidth=2, label='Speed')\n",
"ax3.set_ylabel('Speed', color='green')\n",
"ax3.tick_params(axis='y', labelcolor='green')\n",
"\n",
"ax1.set_xticks(np.arange(0, df['T(sec)'].max() + 200, 200))\n",
"\n",
"# Remove default legends first\n",
"if ax1.get_legend():\n",
" ax1.get_legend().remove()\n",
"if ax2.get_legend():\n",
" ax2.get_legend().remove()\n",
"if ax3.get_legend():\n",
" ax3.get_legend().remove()\n",
"\n",
"# Combine legends from all axes in the top left\n",
"lines1, labels1 = ax1.get_legend_handles_labels()\n",
"lines2, labels2 = ax2.get_legend_handles_labels()\n",
"lines3, labels3 = ax3.get_legend_handles_labels()\n",
"ax1.legend(lines1 + lines2 + lines3, labels1 + labels2 + labels3, loc='upper left')\n",
"\n",
"# Add colored background regions if you have phase information\n",
"ax1.axvspan(0, phase_times[1], alpha=0.2, color='lightblue')\n",
"ax1.axvspan(phase_times[1], phase_times[2], alpha=0.2, color='purple')\n",
"ax1.axvspan(phase_times[2], phase_times[3], alpha=0.2, color='lightgreen')\n",
"ax1.axvspan(phase_times[3], df['T(sec)'].max(), alpha=0.2, color='blue')\n",
"\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 23,
"id": "7361fb05",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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EFsljcfHFF+Piiy9Gc3MzfvjhByxfvhwrVqzA2Wefjc2bN8NkMsnLBm9LEAQMHDhQ1V+A2OfD4/GgsbERL7zwAl544YWwy/H6C3v37sXAgQNDjtGQIUNi7hu/XhK9vnj+/VtvvSUPnr311lsYM2YMBg8eDECKhWGMYe7cuZg7d27EfejZs6f8OLj/porgvlNQUAAA6N27d9jneZ9qzT4RBEEQBEEQoZAgTxAEQRAEkQHGjRuHoUOH4p///Cfuvfde/POf/wRjDLNmzVItN2zYMGzYsAEulwtGozHsujZt2gS9Xh8iiLrdbpx//vnYtGkTPv/8cznburUEi56iKEIQBHz66adhnb3B4r/SAd5acnNzMX78eHzwwQew2WzIycmJuH7ufl+8eDHGjBkTcX2A5P5ftmwZbr31VkyYMAEFBQUQBAEzZ85UZWjHIpLDWSnwh2Pt2rU455xzcMIJJ+Dvf/87SktLodfrsWzZMqxYsSJp22kt+fn5mDJlCqZMmQK9Xo9XXnkFP/zwAyZNmhT3OuI9HzwH/9JLL40o3o8ePTqxHQhDQUEBSktLsWnTpqjLbdq0CT179kR+fj4AaaYHz0z/+9//jurqanz77bd4+OGH5ffwfb3jjjsizkgYOHCg6nEyro94iNR3YvWp1uwTQRAEQRAEEQoJ8gRBEARBEBli1qxZmDt3LjZt2oQVK1Zg0KBBOProo1XLnHXWWVi3bh3eeecdXHrppSHr2LNnD9auXYvJkyerBD1RFHH55Zdj1apVePvttxMSTjk7d+5UuXZ37doFURTRr18/AJJjnjGG8vJy2RmcDrxeLwDAarWqBPlgeKRLfn4+Jk+eHHWdK1euxBVXXIHHH39cfs7pdIYUpg3nVk8G7777LkwmEz7//HPVwMuyZctatb7u3bvDbDbLrnQl27dvb3U7AeCoo47CK6+8gsrKStXzwdtijGHXrl2yeB7v+ejevTvy8vLg8/linre+ffti8+bNYIypzk28+3jWWWfhxRdfxDfffIPjjjsu5PW1a9diz549uP7661XPX3TRRXjllVewatUqbN26FYwxOa4GAPr37w9AmiUSax/aCx1xnwiCIAiCIDIBZcgTBEEQBEFkCO6Gv//++/HLL7+EuOMB4Prrr0dxcTHuvPPOkBxyp9OJq666Cowx3H///arXbrrpJrz11lv4+9//jvPPP79V7Xv22WdVj5955hkAwOmnnw4AOP/886HVarFgwYIQZzZjTHY6J5PDhw/ju+++Q48ePVBcXBx12XHjxmHAgAF47LHHYLVaQ16vra2V/63VakP24ZlnnoHP51M9xwcAgoX6tqLVaiEIgmp7e/bswfvvv9/q9U2dOhXvv/8+9u3bJz+/detWfP755zHfb7fbsW7durCvffrppwBCY2FeffVVVfzLypUrUVlZKfeXeM+HVqvFBRdcgHfffRebN2+OuBwAnHHGGTh06BBWrlypanukqJtg7rzzTpjNZlx//fUh/fXw4cP44x//CIvFgjvvvFP12uTJk9G1a1e89dZbeOutt3DMMceoBq+Ki4tx4okn4vnnnw8ZuAjeh/ZCR9wngiAIgiCITEAOeYIgCIIgiAxRXl6OiRMn4oMPPgCAsIJ8t27dsHLlSpx55pk48sgjce2112L48OGoqqrC8uXLsWvXLjz11FOYOHGi/J4lS5bg73//OyZMmACLxYLXX39dtc7zzjsvqrOcU1FRgXPOOQennXYa1q1bh9dffx2XXHIJjjjiCACS4/nBBx/EPffcgz179mDatGnIy8tDRUUF3nvvPVx33XW444472nKIsHLlSuTm5oIxhkOHDuHll19GQ0MDli5dGtOtrtFo8NJLL+H000/HiBEjcNVVV6Fnz544ePAgvvrqK+Tn5+Ojjz4CIDmlX3vtNRQUFGD48OFYt24dvvjiC3Tr1k21zjFjxkCr1WLRokVoamqC0WjEySefHHNwIBZnnnkmnnjiCZx22mm45JJLUFNTg2effRYDBw6MGakSiQULFuCzzz7D8ccfjzlz5sDr9eKZZ57BiBEjYq7Tbrdj4sSJOPbYY3Haaaehd+/eaGxsxPvvv4+1a9di2rRpGDt2rOo9Xbt2xXHHHYerrroK1dXVWLJkCQYOHIjZs2cDSOx8/N///R+++uorjB8/HrNnz8bw4cNx+PBh/Pzzz/jiiy9w+PBhAFIh1L/97W+4/PLL8dNPP6G0tBSvvfYaLBZLXMdo0KBBeOWVVzBr1iyMGjUK11xzDcrLy7Fnzx68/PLLqKurwz//+U9VAV1Acomff/75ePPNN2Gz2fDYY4+FrPvZZ5/Fcccdh1GjRmH27Nno378/qqursW7dOhw4cAAbN26Mq43ZREfcJ4IgCIIgiLTDCIIgCIIgiIzx7LPPMgDsmGOOibpcRUUFmz17NuvTpw/T6/WsqKiInXPOOWzt2rUhy15xxRUMQMS/ioqKqNuaN28eA8C2bNnCpk+fzvLy8liXLl3YjTfeyBwOR8jy7777LjvuuONYTk4Oy8nJYUOHDmU33HAD2759u7zMpEmT2IgRI+I7KIo2KP9ycnLYhAkT2Ntvv61a9quvvmIA2DvvvBN2XRs2bGDnn38+69atGzMajaxv375sxowZbNWqVfIyDQ0N7KqrrmJFRUUsNzeXTZ06lW3bto317duXXXHFFar1vfjii6x///5Mq9UyAOyrr75ijDHWt29fduaZZ4Zsf9KkSWzSpEkx9/nll19mgwYNYkajkQ0dOpQtW7ZMPg5KALAbbrgh5P3h2rpmzRo2btw4ZjAYWP/+/dnSpUvDrjMYj8fDXnzxRTZt2jTWt29fZjQamcViYWPHjmWLFy9mLpdLXpYf/3/+85/snnvuYcXFxcxsNrMzzzyT7d27N2Td8ZwPxhirrq5mN9xwA+vduzfT6/WsR48e7JRTTmEvvPCCarm9e/eyc845h1ksFlZUVMRuueUW9tlnn6nOTSw2bdrELr74YlZaWipv6+KLL2a//vprxPf897//ZQCYIAhs//79YZfZvXs3u/zyy1mPHj2YXq9nPXv2ZGeddRZbuXKlvMyyZcsYALZ+/fq42qrknXfeibiffL3K6z1SHw3XpyoqKhgAtnjx4oT3iSAIgiAIgoiMwFiKKj8RBEEQBEEQ7ZL58+djwYIFqK2tRVFRUaabQ2Q5q1evxkknnYR33nkH06dPz3RzCIIgCIIgCCKroQx5giAIgiAIgiAIgiAIgiAIgkgDJMgTBEEQBEEQBEEQBEEQBEEQRBogQZ4gCIIgCIIgCIIgCIIgCIIg0gBlyBMEQRAEQRAEQRAEQRAEQRBEGiCHPEEQBEEQBEEQBEEQBEEQBEGkARLkCYIgCIIgCIIgCIIgCIIgCCIN6DLdgGzA6/Viw4YNKCkpgUZDYxQEQRAEQRAEQRAEQRAEQRDZiCiKqK6uxtixY6HTtT95u/21OAVs2LABxxxzTKabQRAEQRAEQRAEQRAEQRAEQcTBjz/+iKOPPjrTzUgYEuQBlJSUAJBOYmlpaYZbk168PhHVzS0wGEzQZsnsALfdjcr1B1GYY4DBpM90czo9jDF4mRc6QQdBEJK2XpfHhcOGwygeWgyDyZC09RLphTEGj8sDvVGf1P5BdByojxCxoD5CRIP6BxEL6iNELKiPENGg/pE+bHYRP/+oR7GpCyzG9iNHMsbAmAuCYMyqPuJ2S3/HHguYzZluTfqprKzEMcccI2u67Y32cwWkEB5TU1pail69emW4NenF4xOhaWqG2WiGTpsdgrzT6oZY4UX3brkwWkiQzzSMMXhED/Sa5H5Bcbqc0EGHnj17wmQ2JW29RHqhL7BELKiPELGgPkJEg/oHEQvqI0QsqI8Q0aD+kT5abD7sKdKgV2E35Jrbj9bDGIMoOqHRmLKqjzidQEsL0LMnYLFkujWZo71Gj7fPVhMEQRAEQRAEQRAEQRAEQRBEO4MEeYIgCIIgCIIgCIIgCIIgCIJIAyTIEwRBEARBEARBEARBEARBEEQaoAz5OPH5fPB4PJluRtLx+ER43W54oIGozY4sLI/HA+hE+AQvvMiONnVmGBh88EHw/5csfIK0Tq/bC4+Q4mtLkHLFNDpNVmW+EQRBEARBEARBEARBEJ0LEuTjwGq14sCBA2CMZbopSYcxBh9jsENAtuiUTGQwlDI4NHY4NVnSqE6Mst8nU8xmWgYzzLBX2eEQHElbbzR0Zh3ye+RDq9emZXsEQRAEQRAEQRAEQRAEoYQE+Rj4fD4cOHAAFosF3bt373DuWpExeH0+CIImawR50cfgtXug02lABvkODAM88EBv0kNI9cALk2Ze1NXU4fDewyjqX5T6bRIEQRAEQRAEQRAEQRBEECTIx8Dj8YAxhu7du8NsNme6OUlHZAwenw+aLBPkPV4NdDoNiaZZAgNLalwNIDnvNdBAb9JDo0l9OQuT2QSdTod9e/fB5/FBZ6TbH0EQBEEQBEEQBEEQBJFeqKhrnHQ0ZzxBdEb4AE9HjJ8iCIIgCIIgCIIgCIIgsh8S5AmCIAiCIAiCIAiCIAiCIAgiDZAgTxAEQRAEQRAEQRAEQRAEQRBpgAR5gkgha75eA2OuEY2NjQm/d9kry3DGOWckv1ExmHLaFPz5rj+nfbvRmHzSZPz51shtcrvdGFQ+CD/976c0toogCIIgCIIgCIIgCILIZnw+H+bOnYvy8nKYzWYMGDAADzzwQEbjjEmQ74CcffbZOO2008K+tnbtWgiCgE2bNgEAHA4HFi5YgOHDhiLHbEaP4mLMnDEDv/32m+p9L734Ik6cNAndu3VD927dMPXUU/Hjjz+mfF8SYfDwwTDmGmHMNcKcb0a/gf1w/Zzr0dDQkJbtJ1PIdjqdWPDAAvz1nr+2eV3GXCM++OiDqMt8vfZrDBgyoM3baitrVq+BQWNIeADDYDDgtj/fhnvvvjc1DSMIgiAIgiAIgiAIgiDaHYsWLcJzzz2Hv/3tb9i6dSsWLVqERx99FM8880zG2kSCfAfkmmuuwX//+18cOHAg5LVly5bhqKOOwujRo+FyuXDqlCl4ZflyLFi4EFu2bcOH//43vF4v/jBhAr7//nv5fWvWrMFFM2fiv6tWYe2336JXr14447TTcPDgwXTuGgDA4/FEfG3eX+dh7+692LVtF5a/vBxrv12L2++8PeLyPp8Poiimoplt4l/v/wt5eXmYOGFiWrb30ccf4YzTW+/Gd7vdSWxN67h41sX49ptvQwaTCIIgCIIgCIIgCIIgiM7Jd999h3PPPRdnnnkm+vXrh+nTp+PUDBuNSZBPEMYY7G5vRv7inUpx1llnoXv37li+fLnqeavVinfeeQfXXHMNAGDJkiVYt24d3nv/fVx44Qz07dsXxxxzDN5euRJDhw3D9bNny9t87fXX8ac//QljxozB0KFD8cKLL0IURXy5alXEdixcsADjjjwSLzz/PMr79kV+bi4uvugiNDU1qZZ7+aWXMGrECORaLBg5fDiWLn1Ofm3P3j0w5hrxzsp3MHnqZOR3y8c/3/pnxG3m5uWiR0kP9CzriRMnnYjLLrkMG37ZIL/+6uuvorhnMT76+CMcMe4I5HXNw779++ByufCXe/+C8kHl6FLcBcedeBzWfL1Gfl99fT0uu/IylA8qR2H3Qhx5zJF46+235Nevvf5afP3N1/jb3/8mu/T37N0jv/7zhp8x4fgJKOxeiEmnTML2Hdsj7gMAvL3ybZx5xpmq5669/lpMnzkdixYvQu/y3ijuWYyHHnkIXq8Xd993N3r07oH+g/vjlddeibrucPz7k3/jrDPPkh97vV7ccvst6F7WHWV9yjB/4XxV/xs8fDAe/r+HcfXsq1FUWoQ5N80BAHz73bc4ecrJKCgqwIAhA3DbHbfBZrPJ73vjn29gwvET0K1HN/Qd0BdXX301ampqAAB79uzBlJOnAACKuxbDoDHgmquukd8riiLuvutulHQrQe/S3lg4f6FqH7p06YKJf5iIt998O+H9Jwii49Ds8OL213bihVUH4fJk34ArQRAEQRAEQWSKD7d+iOOXHo+xT49N+99xL43DPb8dj9XV72b6MBAdiJaWFjQ3N8t/LpcrZJmJEydi1apV2LFjBwBg48aN+Oabb3D66aenu7kyuoxtuZ3i8Pgw/P7PM7LtLQunwmKIfcp0Oh0uv/xyLF++HPfddx8EQQAAvPPOO/D5fLj44osBACtWrMDkKVMw+ogjVO/XaDS45ZZbcPlll2Hjxo0YM2ZMyDbsdjs8Hg+6du0atS27d+3CypUr8d4HH6CluRnXzZ6NG2+4Aa+9/rrUhjfewIL58/HU009jzNix+GXDBvzx+uth0hpxxWWXy+u5b959ePThR3HEEUfAZDLFPAYAcPDQQXz86cc45uhjQtr++JOPY+mzS9G1a1cUdy/GrX++FVu3bcVry19DaWkpPvjoA5x93tn46YefMGjgIDhdTowdOxZ33H4H8vLy8Olnn+Kq2Vehf//+OPqoo/H4o49j566dGD5sOObNnQcA6F7UHXv37gUAzFs4D4seXoTuRd1x4y034vo512P1F6sjtv27dd9h1sxZIc+vXrMaPct64ovPv8C679fh+jnXY90P63D8H47H2q/WYuW7K3HDzTfglJNPQa+eveI6Tlu2bEFtbS1OmnSS/NzrK17HlZdfiW9Wf4OfN/yMOTfNQZ/efVQC+ZNPP4l7774X991zHwBg9++7cfZ5Z2P+/fPx/HPPo66uDrf++Vbc+udb8eLSFwFIsxvmzZ2HwYMGo6amBnfecydmXz0bH33yEXr37o23Vr6Fi6ZfhM3bNiM/Px9ms1ne3muvvoZbbrsF33z/Db5f9z2uvepaTPzDREyeMlle5qijj8K333wb134TBNEx+bmiBd9ub8K325uwanMD/npeP4zqk5vpZhEEQRAEQRBExlm8ZjF21u/MaBv+8ft8nNVvZkbbQHQchg8frno8b948zJ8/X/Xc3XffjebmZgwdOhRarRY+nw8PPfQQZs0K1d3SBQnyHZSrr74aixcvxpo1a3DiiScCkOJqLrjgAhQUFAAAduzYIb8WzNBhwwAAO3fsCCvI33P33SgrK8MpkyeHvKbE6XRi2fLl6NmzJwBgyVNP4Zyzz8bixx5Djx49sHDBAjy6eDHOO/98AEB5eTm2/LYF/1j+skqQv2nOTZh27rSY+33f3Pswf+F8+Hw+OJ1OHHP0MXj0kUdVy3g8Hjz95NMYPWo0AGDf/n145bVXsGvbLpSVlgEAbr/ldvznv//Bq6+/igfmP4CeZT1x+y2B6Jsb/nQD/rvqv1j5r5U4+qijUVBQAIPeAIvFgh4lPULateD+BTjh+BMAAHf8+Q5Mu2AanE5n2MGFxsZGNDU1obS0NOS1rl264snHnoRGo8GQwUPw+JOPw2F34C93/gUAcNcdd2HxE4vx3XffYcaFM2IeL0CKq5lyyhQYDAb5uV49e+GxRY9BEAQMGTwEm3/bjKf/9rRKkD/xhBNx2823yY//eMMfMXPGTNx8w80AgEEDB+GJxU9g8mmT8cySZ2AymXDl5VfKy5f3K8fixYsxadIkWK1W5ObmygM8xcXFKCwsVLVz1OhRmDtvrrTuQYPw3LPP4ctVX6oE+bKyMuzbuy+u/SYIomPicAdc8XtqnZj94jbMOLYYf5rSE2aDNoMtIwiCIAiCIIjMYnVbAQAaQYOS3JK0brvaWg2RibD7rGndLtGx2bJli6w5AoDRaAxZ5u2338Ybb7yBFStWYMSIEfjll19w6623oqysDFdccUU6mytDgnyCmPVabFk4NWPbjpehQ4di4sSJ+Mc//oETTzwRu3btwtq1a7FwoTrmozUVhR9dtAhvv/UWvvjyy5hu9T59+qgujGMnTIAoitixfTvy8vKwe/duXDd7Nv54/fXyMl6vF/n5Bar1jDtyXFxtu/2W23HZpZeBMYYDBw7g/gX3Y9r0aVj1+SpotdLxMxgMGDVylPyezb9ths/nw8gxI1Xrcrlc6Na1GwApa37R4kVY+a+VOFR5CG63Gy6XCxazJa52KbdX2kMS2mtqa9Cnd5+QZR1OBwCEPbbDhg2DRhNImiopLlGNBmq1WnTr2g01tTVxtQuQBPk/Xf8n1XPjjxkvz6zgj5c8vQQ+n08+jsHnZNOvm/Dr5l/x5ttvys8xxiCKIir2VGDY0GH4ecPPeODhB/Drr7+iobFBzu/ft29fyKhmMKNGjVI97lHaA7U1tarnzGYz7HZ7nHtOEERHxOmPqTmyXy5Kuxjx8YZ6vLWuBntqnXj6ysEZbh1BEARBEARBZJ6S3BJsuHlD7AWTyBFPjUG1tSqt2yQ6Pnl5ecjPz4+6zJ133om7774bM2dKMzNGjRqFvXv34pFHHiFBvr0gCEJcsTHZwDXXXIObbroJzz77LJYtW4YBAwZg0qRJ8uuDBw/G1m3bwr5329atAIBBg9XixROPP45HFy3CZ//5D0aPHt2m9lmt0qjo0uefxzHjx8vPiz4G5lLn/ubk5MS1zm5F3TBwwEAAkkP7MctjOOHkE7D669U45aRTAEiirVJstllt0Gq1WLd2nSw2c3JzpZiDJ5Y8gb/9/W947NHHMHLESFgsFtzxlzvg9sRXzFSv18v/5tuOVEy2W9duEAQBDY0NUdfD1xXuOZHFl5tcWVWJXzb+gtOnJp6bZclRD0ZYrVZce/W1uOFPN4Qs26d3H9hsNpx17lmYMnkKlr+8HEXdilBxoALTpk2LqyhsPPt5+PBhFHUvSnhfCILoOPDc+G55Btx/QTmOHpCP+SsrsLvakeGWEQRBEARBEARBEOnGbrerzK2AZGiNpMulg/ahLBOtYsaMGbjllluwYsUKvPrqq/jTn/6kEqJnzpyJ++67D5s2bsSYMWPl50VRxFNPPYXhw4fjCEW+/GOLF+ORhx/Gx59+iqOOOiquNuzbtw+HDh1CWZkUBfPD999Do9Fg8JAhKCkpQVlZGSoqKnCJIrdJ9DF4rPEJ3bHgArvDEVmIOeKII+Dz+VBbW4vj/nBc2GW++/47nH3W2bhk5iVSG0URO3ftxLChw+Rl9AY9fD5fm9tsMBgwbOgwbN22FVNOmdLm9UXj408+xoTxE0JqAfy4Xl1p+of1P2DggIEhAxZKxo4Zi63btsoDIsFs/m0z6g/X48GFD6J3r95gjOHHDert8Nic1h7H3377DWPGjmnVewmC6Bhwh7xRL33ejeiVo3qeINoTa7Y24OlPD2DhjHKM6EW1EAiCIAiCIAgiUc4++2w89NBD6NOnD0aMGIENGzbgiSeewNVXX52xNmliL0K0V3Jzc3HRRRfhnnvuQWVlJa688krV67fddhuOOeYYnH/eeVi58h3s27cP69evx4zp07Ft61Y8/+KLsoC/+NFHMe/++/HiSy+hX79+qKqqQlVVlexyj4TJZMLVV14pVTBeuxa33XorLrzwQvToIeWs3z9vHhb93//hmWeewY4dO/Drr7/ilVeW45lnn27VPltbrKiqrkJlVSXW/2897rnvHnQv6o4J4ydEfM/gQYNx8UUX4+rrrsb7H7yPij0VWP+/9Xj0sUfxyWefAAAGDhiIVV+uwrrv12Hrtq244eYbUFOjjoXp26cv1v9vPfbs3YO6uro2jbRNmTwF3333XavfH8yevXuwcdNG1Z/NZsO/P/k3zjzzzJDl9x/YjzvvvhPbd2zHW2+/heeWPocb59wYdRt33H4Hvv/he9xy+y3YuGkjdu7aiQ///SFuuf0WAEDvXr1hMBjw96V/x+8Vv+PfH/8bixYtUq2jT98+EAQBH//7Y9TW1sbsX8F8u/ZbVaY8QRCdD+6QN+mlrzgmg/R/ZbY8QbQXVv/WiAOHXfh+Z3Omm0IQBEEQBEEQ7ZJnnnkG06dPx5w5czBs2DDccccduP766/HAAw9krE0ZFeS//vprnH322SgrK4MgCHj//fdVrzPGcP/996O0tBRmsxmTJ0/Gzp3qatCHDx/GrFmzkJ+fj8LCQlxzzTUJi3gdmWuuuQYNDQ2YOnWq7FLnmEwmfLFqFWZdeinu/+tfMXTwYJx1xhnQarX45rvvcOyxx8rLPr90KdxuNy6aMQO9e/aU/554/PGo2x8wcCCmnXcezjnrLJx+2mkYNWoUnnn22UD7rr0Wz7/wAl5ZvhxjjzgCp5x0El579RX07du3Vfu74MEF6DugL/oN7Ifzpp8HS44FH3/4Mbp16xb1fS8ufRGXXnwp7rr3LowaOwoXzrwQ//vpf+jTS8p4v+euezBmzBicNe0snHr6qSgpLsE5Z52jWsdtt9wGrVaLMUeNQc9+PbFvf+uLi151+VX47D+foampqdXrUHLX3XfhmInHqP5++vknfLX6K5x1xlkhy8+6eBYcDgeOO/E43PLnW3DDn27AtVdfG3Ubo0aOwheffYGdu3bi5FNPxvg/jMfCBxfKhXK7d++Ol5a+hHffexdjjhqDx554DA899JBqHT179sT98+/HX+/5K3r16IVbbrol7n38ft33aGpqwgXTL4j7PQSRDVQ1ujDrmd/w/vra2AsTMQk45P2CvP//PpHB4yVRnmhf2N3SjDGPL/GaPwRBEARBEARBSDnzS5Yswd69e+FwOLB79248+OCDckpDJhBYa6p6JolPP/0U3377LcaNG4fzzz8f7733HqZNmya/vmjRIjzyyCN45ZVXUF5ejrlz5+LXX3/Fli1b5IKXp59+OiorK/H888/D4/HgqquuwtFHH40VK1bE3Y4DBw6gd+/e2L9/P3r16qV6zel0oqKiAuXl5TELmLZHRMbg8fmgETRQpNkkhYULFuCDDz7ATz//nFib/JE1Op0GgibJjWpHXHzpxRg7ZizuuuOulKz//Q/ex7yF87Dxp40xl2VgEJDcc8EYgwce6M36kCyv1nDJzEswevRo3H3v3RGXcTqd2FuxF4V9CqE36SMuR8QPYwwelwd6o14ViUXEzycb6rDg3T0Y1TsHL10/LPYb2hnp7iOPfrQX7/5Qi2tOKsV1p/SExyviuPnS59AX941BnpnS+rINuo9E5qZlO/Dj7mZcelwJbjqtd6abkxGofxCxoD5CxIL6CBGNztY/xj49FpUtlSjNK81YUdciY098NuVAWrfdFhhjEEUnNBpTVvURpxNoaQFOOAGwWGIv39GIpuW2BzL6q/T000/H6aeHLybJGMOSJUvw17/+Feeeey4A4NVXX0VJSQnef/99zJw5E1u3bsVnn32G9evXy5nmzzzzDM444ww89thjIY5wgmhPPPLQI/j4k49Ttv6c3Bw89MBDsRdsB7jdbowcORK33Ba/o54gsgWXVxoXr2vxZLglHQOnP5rGqJMG+vQ6DbQaAT6RweERkWfOZOsIIjEcfoe8mxzyBEEQBEEQBNFhyFqbWEVFBaqqqjB5ciAPuqCgAOPHj8e6deswc+ZMrFu3DoWFhaoCo5MnT4ZGo8EPP/yA8847L+y6XS4XXC6X/LilpQWANAgQPGGAPw73GpE66EgD/fr2ww1/uiFl60+oYCwDkmyQB1Oe5TaecIPegHvvuzf2uvyv0fWcPPixpOPZenjmeb3VA1EUs8p1kQzS3Udcisgavk2TXoDNxeBw+aivZiF0H4mM3eWPrPGKnfb4UP8gYkF9hIgF9REiGp25f2Ryn9vT8c7WPsKY+q+zkW3nI1GyVpCvqqoCAJSUlKieLykpkV+rqqpCcXGx6nWdToeuXbvKy4TjkUcewYIFC0Ked7lccDqdIc9l68WXDBhjYCID04gAS64INHfu/Zg7934wMbHjJh1nphZsiczB/OJ5skV5/3ql/peec82vY6/bm/QBhs4KYwwet+Ts7mhCcrpwOKXj5/YyHG5yIr+DRaqku484XF4AgA4iPC5puya9BjaXiBabG548rbzs0/85BINOwB9PLk15u4jI0H0kMlyQd7l9cn/ubFD/IGJBfYSIBfURIhqdrX8oTadp/27BAv8QRWe0JbMKxgBRdAEQkh713BZEf3kslwtIQgpwu0NptG6PdKxf/XFyzz334Pbbb5cfHzx4EMOHD4fRaAybEy8IgvzX4RAECIxBSEGGfGsRGAAI8n9EhhEAsOR/OWGClEsvaNJ3bfHrWGfQQW+kDPlkwL/QdZbMxVTgU9znmlxAt8KO1TfT3Uf8iTXIsejl69xs0ALwwguN/Fyzw4t3fqwDAFw3uZdcBJZIP3QfiYzdP+PDy4RO+7lF/YOIBfURIhbUR4hodLb+wfdREDLw3UII/EOjaT81GrlpVKMxZlUf4SK80Qh0wJKXMTEajZluQpvIWkG+R48eAIDq6mqUlgaca9XV1RgzZoy8TE1Njep9Xq8Xhw8flt8fDqPRqDpxzc3NABBWdFferLLpwksW2er673hHup2TghOiGmxJ1wn3b6ejXs+ZokMPWqYBjyIbut7qxYAeHe84prOP8Mgak14rb89skL6tOj2BSCCnJ3DcPT4Gk6HjHff2BN1HwuPwjzB5faxTHxvqH0QsqI8QsaA+QkSjs/aPTO5vezvW2dhHBEH919nIpnPRGrLWDlZeXo4ePXpg1apV8nPNzc344YcfMGHCBADAhAkT0NjYiJ9++kle5ssvv4Qoihg/fnza20wQBEEQieL2BoRhKuzadlwenhsf+IrD/+30i/XScoF/K88BQWQLXp8o902PT4yxNEEQBEEQBEEQ7YWMOuStVit27dolP66oqMAvv/yCrl27ok+fPrj11lvx4IMPYtCgQSgvL8fcuXNRVlaGadOmAQCGDRuG0047DbNnz8bSpUvh8Xhw4403YubMmSgrK8vQXhEEQRBE/Li8AaGt3urOYEs6Bk5FUVeO7JB3iyHLAYDbS2InkX3YFf1VOZOGIAiCIAiCIIj2TUYF+f/973846aST5Mc81/2KK67A8uXLcdddd8Fms+G6665DY2MjjjvuOHz22WeqnPc33ngDN954I0455RRoNBpccMEFePrpp9O+LwRBEATRGtwecsgnk0BkjcIhb5AKuTrIIU+0I3hBV4D6KEEQBEEQBEF0JDIqyJ944olRM8wFQcDChQuxcOHCiMt07doVK1asSEXzCIIgCCLlKN3ZJMi3nXAOeTmyxh0QOJWCvIsc8kQWonLIUx8lCIIgCIIgiA5D1mbIEx2XPXv2QK/V4pdffsl0UwiCIDKOKrKGBPk2w4+n0iFvDpMhT5E1RLajdMhTZA1BEARBEARBdBxIkO/A1NbW4k9/+hP69OkDo9GIHj16YOrUqfj2228z3TSCIAjCjzKKopYE+TbBGFM45AX5eZM/Q97hDu+KpzgQIhtxUIY8QRAEQRAEQXRIMhpZQ6SWCy64AG63G6+88gr69++P6upqrFq1CvX19ZluGkEQBOHHTQ75pOHxMfAkPFOYyBplhryywCs55IlsRJ0hT32UIAiCIAiCIDoK5JDvoDQ2NmLt2rVYtGgRTjrpJPTt2xfHHHMM7rnnHpxzzjkApIz+5557DuecdRbyc3MweOBAvLtypWo9+/fvx8UXXYSirl1RXFSE86dNw549e1TLvPzSSxg1YgRyLRaMHD4czz33nOr1H3/8EUeNG4dciwXjjzkGv2zYkNJ9JwiCaE8ohTaHW4RNIcIRiaGMoTHqFJE1foe8ixzyRDtCmSHvJYc8QRAEQRAEQXQYyCHfCo564ShUWavSvt0euT3wv+v+F9eyubm5yM3Nxfvvv49jjz0WRqMx7HLz7r8fDzz0EJ54cglWvPE6Zl1yCYaPGIFhw4bB4/HgzNNPx/hjj8VXa9ZAp9Ph4YcewllnnIGff/kFBoMBK954Awvmz8dTTz+NMWPH4pcNG/DH669HjsWCy6+4AlarFdPOOQenTJ6MV159FXsqKnD7bbcl87AQBEG0a1xBYnB9iwc5Rm2GWtO+4YVatRpAp1VG1kjH00EZ8kQ7Qu2QJ0GeIAiCSA0fbv0Qi9cshtVtzXRTMgZjDIIgxF6wA1Btrc50EwiCAAnyraLKWoWDLQcz3Yyo6HQ6LF++HLNnz8bSpUtx5JFHYtKkSZg5cyZGjx4tLzd9+nRcfc010AgaLFi4EF988QWe/dvf8Ldnn8Xbb70FURTxwosvyh9OL//jHyjq2hVrVq/GlFNPxcIFC/Do4sU47/zzAQDl5eXYunUrXnzxRVx+xRX454oVEEURL770EkwmE0aMGIEDBw7gxhtuyMhxIQiCyDaCxeC6Fg/6FJlSsi1RZDhs86Aoz5CS9WcaOT9ep1H9qJIja5QOeRLkiSzHrsqQpz5KEARBpIbFaxZjZ/3OTDeDSDO5htxMN4EgOjUkyLeCHrk92sV2L7jgApx55plYu3Ytvv/+e3z66ad49NFH8dJLL+HKK68EABw7YYLqPcceeyw2btwIANi0aRN27dqFLgUFqmWcTid2796NiTYbdu/ejetmz8Yfr79eft3r9aLA/55t27Zh1OjRMJkC4lLwNgmCIDozbo/kfDXoBLi9DHUpzJF/6rP9ePO7Gjx/7RCM6ZeXsu1kCpdc0FWdyGf2P3Z5Ao5jpUM+eJYCQWQDSoc8FXUlCIIgUgV3xmsEDUpySzLcmszQmRzygCTG3zXprkw3gyA6NSTIt4J4Y2OyAZPJhClTpmDKlCmYO3curr32WsybN08W5KNhtVpx5LhxePW110Je6969O6xW6YN76fPP45jx41Wva7UUt0AQBBEPbr/ztUehAfvqXKhvcadsW7urHACAXdWODinIc5HdFCzIG8I55AMCJznkiWzE4aY6BwRBEET6KMktwYabO1+9N8YYPC4P9EZ9pxLlCYLILFTUtZMxfPhw2Gw2+fEP33+vev2HH37A0KFDAQBjx47Frp07UVxcjIEDB6r+CgoKUFJSgrKyMlRUVIS8Xl5eDgAYOnQoft20CU6nM+I2CYIgOjNcaCvrItX6SKVDngvWNmfHLBwbySHPH0fOkCexk8g+lA55n8ggitRPCYIgCIIgCKIjQIJ8B6W+vh4nn3wyXn/9dWzatAkVFRV455138Oijj+Lcc8+Vl1u5ciWWL1uGHTt2YMH8+Vj/44+Y4893v2TWLBQVFeH8887DN2vXoqKiAmtWr8att9yCAwcOAADunzcPi/7v//DMM89gx44d+PXXX7F82TI8+eSTAICLL7kEgiDg+uuuw5YtW/DpJ5/gySeeSP8BIQiCyFK4OzsdgjwXpG2ujinIOyNF1vgd8qqYGsqQJ7IcZYY8QLE1BEEQBEEQBNFRoMiaDkpubi7Gjx+PJ598Ert374bH40Hv3r0xe/Zs3HvvvfJy8+fPxztvv41bbroJpaWleP2NNzB8+HAAgMViwZerV+Oeu+/GhdOno6WlBT179sRJJ5+M/Px8AMA1114Li8WCxx9/HHffdRdycnIwctQo3HzzzXI73vvgA9wwZw6OHjcOw4YPx8OPPIIZF16Y/oNCEASRhaRTkOeCtLWDCvI8Cz40skaKUXO6IznkSZAnsg+7W32denxiyGATQRAEQRAEQRDtDxLkOyhGoxGPPPIIHnnkkajLlZaV4eNPP4VG0CBcXFqPHj2wbPnyqOu4+JJLcPEll0R8/dhjj8VPP/+ses7j65hiEEEQRCJ4fQz+CHmUdTEASK0g73J37MgaLrgbdWrRkgv0joiCPDmPiezD4QoW5KmfEgRBEARBEERHgGw2BEEQBJEhlM5s7pCvT0tkTcd0hLv8x9NkCBLk5cgaHxiTRE1lZI2LHPJEFmILiqyhgSOCIAiCIAiC6BiQIE8QBEEQGSKcIN/i9Knc28nE2Vky5IMc8ma/Q94nSrMSlMsCgNtDQieRfTiCI2to4IggCIIgCIIgOgQUWdOJYYxBZIziYwiCIDIEzzzXaQXkm7Uw6AS4vQyHWzwo62pM6ra8PlEWoztqZA13vQdnyCsfOzwi9DqNyhXv8ZHQSWQfdhcVdSUIgiAIgiCIjgg55AmCIAgiQ3CHvEEnQBAEdMvVAwDqrMmPrXEqXOAd3iGvVxdF0es00Gqk53iOvFMVWUNCJ5F9hBZ1pX5KEARBEARBEB0BEuTjhGfOEgTRfpGv4zAFjAkiE/BMaB6xUpTnF+RTkCPv9ATEvY4qyEdyyAOA2Z8jz5dxqYq6kkOeyC4YY/LgkdHfn6mfEgRBEARBEETHgAT5GGi1WgCA2+3OcEsIgmgrTrsTDAxanTbTTSEIAEqHvPRx3I0L8s3J/8xxKgpEWjt4ZI0xnCDvf46LnCpBPkWZ/QTRWpweEXwMucAsfWaRQ54gCIIgCIIgOgaUIR8DnU4Hi8WC2tpa6PV6aDQdawxDZAxenw+CoIGQJa5h0cfgdXvgEzXkZO7IMMADD0RBhKBJ7YlmjMFpd6K2phamAhM02o51HRPtFy4KG3TSNdA93wAgVQ55ZWY6g9srygMBHQVnFIe80cAFeWkwwkWRNUQWw/PjBQHIM+tQ0+yBh/opQRAEQRAEQXQISJCPgSAIKC0tRUVFBfbu3Zvp5iQdxhh8jEGAkDWCPBMZvC4ftBoh5UItERtlXJOQxE7CGIMPPmj12qSuN+L2wGAqMCGvOC/l2yKIeOGOVzmyJjd1kTWOIBe4zeXrcIJ8PA55p0eEKDKVCE9FXYlsg+fHmw0aecCO+ilBEARBEARBdAxIkI8Dg8GAQYMGdcjYGo9PRG2LFSaDCVptdojfLrsHVT8dRNdCCwxmfaab0+lhjMEreqHT6JIqnLvcLtShDsW9i2E0GpO23rAIgFanJWc8kXW4vGqHPI+sqU9BUVeXO0iQd/rQJadj3WP58YyWIe/0iCFZ3G5yHhNZBnfI5xi00Gu5IE/9lCAIgiAIgiA6AiTIx4lGo4HJZMp0M5KO1idC53JDbzRClyVipejRAF4NtEwHHXXRjMP8/+mgg5DEDCEv80rrNeigN3UsUZAg4oULwYa0FHVVi9DWDljYlefkG8M4/02KDPngY+GiYplEliE75I0a6LW8qCsJ8gRBEARBEATREcgOBZYgCIIgOiFuT/iirvXpiKzpgIVdZYe8IYwgb5AKYzo9IlwetbBJRV2JbMPuHzCzGLTQ+2fQeCmyhiAIgiAIgiA6BCTIEwRBEESG4NEpRr0kuHGHfIPNm3TxzRkcWePqeOIed76Hc8jLGfJuX4hDnpzHRLbh8F+vFgM55AmCIAiCIJS4vD54fB3PXESkln79+kEQhJC/G264ISPtoTwQgiAIgsgQvLAoF9wKLTpoNQJ8IkO91YuSAkPSthUsQts6YGQNd76Hy5BXRtYER9QEZ8oTRKaRHfJGraKoKwnyBEEQBEF0bryiiJs+Ww2zXoclp56Q1Dp3RMdm/fr18CkGcjZv3owpU6bgwgsvzEh7SJAnCIIgiAzhDirqqtEI6JqrQ22zB3Ut7iQL8moB3toBI2v4oEP4yJpAUVenJ3Dc3V4GNwmdRJZh9zvkzQYteIkfD0XWEARBEATRyWl2uVHvcAIOwOXzwaQjWZOIj+7du6se/9///R8GDBiASZMmZaQ91HMJgiAIIkPIkTWKiJWiPL1fkE9ujnxoZE3HE+Rd0SJr/IK8wyPKy+WZdKi3euD1MfhEBq0m+Q6bb7Y3YvVvjbjjrN5yjj1BxCLgkNdA9F+6FFlDEEQ6+HDrh1i8ZjGsbmumm5JUGGPkpI1AtbU6000giLjxiIHfNDaPlwR5Ai0tLWhubpYfG41GGI3GqO9xu914/fXXcfvtt2fss4F6LkEQBEFkCB5ZY9ArBXkDAHvSC7t2hsga2SEfJbLG6Q445PMtWtRbpePs8YrQpkAw/8dXlfjtgA3jB+VjyqiuSV8/0TGxyxnyWnngzkszOQiCSAOL1yzGzvqdmW4GkQFyDbmZbgJBxEQ5Y9Dm9qCb2ZTB1hDZwPDhw1WP582bh/nz50d9z/vvv4/GxkZceeWVqWtYDEiQJwiCIIgMERxZAwQKuybbIe/wi9CCADDW8QR5xpicDW8MJ8j7xXZnkEOe4/IymJKXECTT5PACAPbWOpO/cqLDYncrHPJMEuKp1gFBEOmAO+M1ggYluSUZbk3yIId8dHINubhr0l2ZbgZBxMSrcMjbPcn9vUS0T7Zs2YKePXvKj2O54wHg5Zdfxumnn46ysrJUNi0qJMgTBEEQRIbgERSGoMgaIPmCPI+sKbTo0GDzwtbBMuTdXga/bhlWkDcrirpyh3yOSQONAIgsdWInP85760iQJ+LH7gpkyPP7BBV1JQginZTklmDDzRsy3YykwBiDx+WB3qgnUZ4g2jnqyBoS5AkgLy8P+fn5cS+/d+9efPHFF/jXv/6VwlbFJvQXK0EQBEEQacEtZ54Hfhx28wvyyY6s4a5wvv6O5pB3KQR1kz70x3YgssanyprngyGeFORzM8bk4rkkyBOJ4PA75HOMGui0Un8mQZ4gCIIgiM6OMrLG7vFmsCVEe2XZsmUoLi7GmWeemdF2kCBPEARBEBnCJUfWpN4hzyNr+Po7mkOeu961GgE6bfSirsqseR4X5EqBQ97lZbKIur/OCcZIUCXigxd1NRu0MPgFeYqsIQiCIAiis6NyyLvJIU8khiiKWLZsGa644groMlwQmAR5giAIgsgQXKxVCvK5JinrPNkOdh5Z0y2XO+SzT9wTRYb/7W6G1Zm420V2vYdxxwOAyS/IKzPkjXoNjP5j706BQ1456GF3i6hN8iAL0XGRi7oaNdCncBZHe8fpETHrmd/w8Ht7Mt0UgiAIgiDSgFcMfL+2kUOeSJAvvvgC+/btw9VXX53pppAgTxAEQRCZgjtelZE1PFqFi8bJwhkUWWPNQof819saccOyHXj60wMJv1fpeg9HILIm2CHPBfnkD1AEH+N97bCwq08kETgTcIe8xaCFniJrIrK31old1Q589HOdHPNDEARBEETHxe2jDHmi9Zx66qlgjGHw4MGZbgoJ8gRBEATx0peHcPajG1Hd6E7rdl2eUIc8d2y7kuyGdQZH1mRhhvyOSjsA4FCDK+H3KnPhw2E2SDMPHG5Rjqcx6jXQpzCypiXI6d/ecuTfW1+LUx7cgA0VLZluSqfDoXDI81glZWYqIcF/lIsM2HrQnuHWEARBEASRarwiZcgTHQMS5AmCIIhOz9dbG1HT7ME32xvTul3uyjYoXN1GfSBaJZmERtZknyBf5R8Q4XEdiSC73g0xHPIeUT4WJkVkTSriQIId8u1NkP+5ogUOt4gNe0iQTzc2RYa8Xpu6WKX2jltxn9y835rBlhAEQRAEkQ6UBgXKkCfaMyTIEwRBEJ0e7o7efii9DktZkNcGImt4BrrLIya1CKgcWeMX5D0+lnVFIiv9znh7K6InYjnkAxnyPvlYGBVFXVNxLIIHPfa1M0GeR6RYs3DwpqPDHfI5isgaLznkQ1DG+Gzeb8tgSwiCIAiCSAeqoq4UWUO0Y0iQJwiCIDo9XMzdlnZBPjSyRpmBnkxHLBehu/oFeSD7cuQr/Q55RysKzsbKkDf7n/eJgf1WZsgnOyIICGyHF+rdV5d4FE8m8XJBPsv6SUfH4xVlodlsDMQqkUM+FOUx2bzfltRBTIIgCIIgsg8PRdYQHQQS5AmCIIhODxdzd9c40uoa5858g6Koq9Lhnaxcc8YYnB5/kUijBhajtI1siq3x+hhqmnlkTWsc8pIQZ4wkyCuibBrt0pd3o04Dgz51DvkWv5A9vKcFAFDZ6Mq6WQnR4I5sGwnyaUUZ2WQxaOTIGirqGopy2nq91SPHXhEEQRAE0THxUmQN0UEgQZ4gCILo9HDh2+tj2F3tSNt2ubtTKSLrtAI0fn3elaQcea+PgX93Nek1yDFKju1sEuRrm91yG9uUIR9BkNdpNdD6DywX5E2GQIZ8KoRy7izvU2RCjlELkQEH6tuPS54iazKD3X+8DToBOi0VdY1G8KyBzQcotoYgCIIgOjLkkCc6CiTIEwRBEJ0e7q4G0htbI2fIK1zxgiDIAn2yBHllgVilIJ9NUSSVCmertxX59nxQJZJDHgi45JtsAYc8dx+nIrLGpois6VtkBNC+CrvyyBpyyKcXnh9vMUjXKc+Qp8iaUDxB9wkq7EoQBEEQHRvKkCc6CiTIEwRBEJ0ayT2uEOQPps9hGS6yBgjE1iRLJHb4BXmtRoBep5EzzbPJIc8LunIcCbrkXe7oDnkgkCPfosqQ97uPU+iQzzVp0afIBKB9CfLkkM8MNn9kEx9A0vvvB16KrAmB3yP57Jdf95FDPl38/T8HcM3zW1UDvgRBEASRajy+wPdSjyjC7aPvqUT7hAR5giAIolMTnNO+vTK5Dvnfqx2Yv7IC++tDhdhwRV0BJN8hHyRWy5E1zuwRUiqDsp8THSxwxuGQNxmCj3NgNkIq3MctsiCvkwX5fe1IkKeirpmBFzXm12nAIZ8912u2wGN8hvnrNOyotNNxShOfbKjH5v027KxKbzF0giAIonOjdMgD5JIn2i8kyBMEQRCdmmDRe1eVI2luaZ/IMPed3/HpL/V4f32t6jVRZLLgaQx2yPsLjSY7siZEkM8i53NlYxsd8jEy5MO9ZtJrZYd8sgroKrE5pWgcKbKmPTrkqahrJrAHOeT5gB0VdQ2FD6SVdzej0KKDx8eSPqjaVhjrmOfN7e+PrlbU/CAIgiCI1hJcU4dy5In2CgnyBEEQRKeGC7l6rYB8sxYeH8PvNckRTT/6qQ67qqQisfVW9ZdFt0JcC3HIy5E1yRXkucAXcMhnj9Ba2aB2yNsTHCzg5zF4cEOJOYxD3pDKoq7+fcg1alUO+fYi0Hn9UU52t6iKdSJSi93vkLcEOeRJkA/Fo4j9Gtk7BwCweX/2xNas2dKAUx78BWu2NGS6KUmHCyIOiqwhCIIg0og32CHvJoc80T4hQZ4gCILo1HDR26TXYEipFHuw7VDbBR2r04elXxyUHzfY1F8WlQJwuiNrsjJDPsghz13C8SLPAjBEc8hrgx5rYEhhwUw5Q96sRZ9uUlHXZocPjfb24eTxKI5JNvWVjk6wQ14W5CmKJQQ+sKnXCRjVOxdAdhV2XbezGTaXD6s2dzxBns/wSnQ2E0EQBEG0hdDImvbxvZoggiFBniAIgujUuDz+2Bi9BkPKJEF++6G2Rx68sqYSDTavXGywwRbkkPfyQquAThu+qGuyiuXx9RjlyBrp/9kisvpEhuomacCiR4EBQMAlHC8Bh3wiGfKa1DrknQGHvMmglfdtb237iK1RFhGlHPn04fAL8nKGvH/Wh9vH2s3sinTBB40MWo3skP8tixzyfPBtd7Ujwy1JLowxeRCTiroSBEEQ6SQ0soYc8kT7hAR5giAIolPDHfJGnQZDe0qCzrY2CvLVjW7887tqAMAVJ/QAADQGC/L+gQC9NvSjmAvHyXLIO4IctzlZ5pCva/bAJzLotAL6FElOckdrHfJRMuTNIRnyGhhSVNSVMSYfXz4job0VdvWQIJ8RbC51xBS/RzAG+Ej7VMEH0vQ6AcN65UAQpALRdS3uGO9MD43+mVEVtc4ONcNBGWHlTPBeTRAEQRBtIcQhT5E1RDtFl+kGEARBEEQmkZ3VegFD/Q75nVV2eH0idGHE8nhYt7MJHh/DyN45OPvIIvxjdSUabB4wxiAI6iKihjCZ54EM+eSIxMEFT7nzNltE1kP+uJoeBQbkmKSvJrbWOuSjFXUNdsjrNHLmfLId8g63KIunXJDv292EH3c3t5vCrl6F6JZN9QY6OnwwimfIK+8RHp8InVYb9n2dET6QZtBpkGPUon+xGburHdh20I7jhhoy3LqAQ94nMuypc2JQD0uGWxQ/H279EIvXLIbVHRoBxBhDrUkSQP76jRaPrM98n1R+vhJto9panekmEARBRIRnyOs0GnhFkYq6Eu0WEuQJgiCITo1SyO3V1YhckxZWpw8Vta0XT7YckCITjizPQ5dc6aPW7WWwu0VZDOdCUriIFS4qJzuyJlsz5HlB1x6FBlj8onmiRV3jccgrXzPoBGg0gaKuySqgy+EFXbUaQd5uX+6Qr3dFfF82oXLIZ0lf6QzIRV2DMuQB6ZyYM9Kq7IRPW+eDFkV5euyudqApS+o0KGdG7a5ytCtBfvGaxdhZvzPyAv5u2eyW/oiOR64hN9NNIAiCCMHt/+wvMBpQ73DCRpE1RDuFBHmCIAiiU6OMrBEEAYNLLfi5ogXbDtpbLZ78dlAS5Ef0yoHZoIVRr4HLI6LR5lUI8lxICiPI+8Wl5EXWqAue8jZkjSDvd8iXFhrlNiZaKFA+j9EiaxQOeT4QImfIexKbjeD1MXy2sR5H9stDWVdjyOtWRyCuhrs2CyzS165smZkQC68iH6W9tLkjYA9yyGs1AgRBiqzxpKD4cHuGD2zyWB9+zOxZUGhUFJlqYGBXAjnyOyrt2F/vxCkju6aiaXHBnfEaQYOS3BLVa6LIUGeVBBCLQSsP8mYScsgnl1xDLu6adFemm0EQBBECd8gXmowkyBPtGhLkCYIgiE4NL+rKhdmhZX5B/pANZ48rSnh9DrcPFTWS8DLMn0nfNUeHykY3Dts86OkXb+XIGn2YyBp9cl3bwe5xWZB3Zl60AoCqRsleWdrFIA9C2FqZIR9VkNcHRCN+LAytjKz5fmcTHvjXHpwwrBCLZw0MeZ07ynONgW0a9ckdaEkloshUeeUkyKcPu5whL/UdQRBg0ApweVlKig+3Z4Id8nxWQTYMNrY4fVCkPmFXVXy1STxeETcv34EGmxdv3WJGv+6ZnRNRkluCDTdvUD1X2eDCtMd/BQCcN6o77j63byaaJsMYg8flgd6oJ1GeIAiig8M/+wtN0m8qmzs7ZsURRKJQUVeCIAiiUxPsrOY58ttbWdh1+yE7fKIUnVCcrwcAFOZI49/K+AJl9nEwsiCfosgaOUM+C0QrQBJ3AKC00CA7XB0JZ8hLxzNaZI1R6ZDXBznkfYk5j6uapEGE+pbwrhwuYCudo9yV3x5EVWV+PEAZ8umEZ8jnGAP9ldez4DFCr35dif/+ejj9jcsygh3yvGB1opFXqSC4kHe8DvlvdzShwf/emqbw95dM30OUcVbJilYjCIIgiHjgRV0LjFKtGHLIE+0VEuQJgiAIAJKAyFjni0NQFnUFgKFlkqt9R5UD3gRFWgDY6o+rGd4rR3bqcUG+QSXI86icKEVdUyXIKzLks+GcV3KHfKExkCGfEod84LW2OuRbHNK5dERoJ389nCCf7Lz6VOAJ6vvZMnjTGQh2yAOBfurxMRw87MKz/zmI//tgb0bal024g4pj5xiyJ7KmwSYJBF389//aZk9c2fb//rle/ne4625HpR2TH9yApV8cTFJLE0f52RjpHkgQBEEQqcAjqh3yVNSVaK+QIE8QBEFgd7UDpz78Cx7/eH+mm5J2ZEHeL5b27maExShlvu+tcya8vt8OSM764T0D+fNdcySnfIM14ODg243qkE9SXrRTzpCXxCrukPf6mOwwzRSiyGS3eWkXgyIDOjGRhx9PU5jjyTGHccgbW5kh3+J3jEfKuueRGSpBXt+6bWWC4MEoiqxJH3KGvEHpkA8MHB32C71Wp6/Tu5ODZxpZjK0rCp0KuPhe1sWI0kLJxRcrtqbe6sF3Oxrlx+Guu60HbXB5GX6uaEleYxPErciz6ux9kCAIgkgvXrmoqz+yhhzyRDuFBHmCIAgCOyvt8IkMv+6zZropaYe7lbljWqMRMKRUEtO3+d3uiaB0yHPkyBp7fJE1phRH1iiFvkxnLddZPfD6GLQaAUV5Blk0tycQWcMYCzjkDZG/2ijjbEIiaxJ2yEvHLZITN1xkDXfxtgeHPAnymYP3fYui/oDBH8ni9TE0K+4j8TiuOzIhGfJZVLCaz4jqkqPDQH+B8N0xYmv+s7FeVbvB5gw9v3wQkM/CyQSqyJosmI1AEARBdB48ovQZX2CSBrvtbhLkifYJCfIEQRCELBBykbEz4QoTdTLEnyO/rTKxHPkmuxcHDkt56LygKxCILFBG1gQLSUqMSRZugwV5jUaQnaSZFlp5fnxxvh46rSC79xOJQVDOJDBGccibDKGRNfpWHuvmGJE1/LjmhHHItwdB3uNTt9Hq6tzCbzpxhHHI6xXRSsr7dGcX5AMZ8ryoK8+Qz/w1xgdgCyw6DOwhFWbdVRVZkGeMyXE10e7PTnfmP689inuugxzyBEEQRBoJjqyxUWQN0U4hQZ4gCIKQRenmDDruMgUXc5VCLs+R33YwMUF+ywHJHd+7mxH5Zp38fBceWWNTRNaE2S4n6UVd/QKfMrIlN0ucpJUNPK5G+lLdGof83lopWijPpFUVwgxGmckdHFkTnJkeCy6Uub1Mnjob7vU8lUOen9fsj6wJPh5U1DU9iCKTZ12YFQ55Ljh7fEyOSwJIkPcEzTTi13+ikVepoFHpkC/xC/JRHPI7Kh3YVe2AXivg1FFdAUB1rjl8gLU5g9ekcsCOHPIEQRBEumCMyZ9BPLLG5fPBK9JnEdH+IEGeIAiCkB27VpcPopj9YmEyCS7qCgBD/Q75Hf4on3jZ4o+rGaGIqwEiFHWNkiGf6sgaQF3YNZNUNkoOeZ6x3JoMeR4TNLTMIhfSDYcpqUVdA+0LlyMfLrKGb9MnslYVDE4nIYJ8FjiOOwPKPO4cxQCaQTFwpBThGzu5IM+vW31QZE02ZMjzc1OYE3DI7652RPyM/feGOgDApGGFKPMPUIZzyDs80nMuj5i0z4hEUUXWkEOeIAiCSBM+xsA/gQqMBvl5KuxKtEdIkCcIgiBkxy5jkijfmQgXWdOnyASzQQOnR8S+BAq7coe8Mq4GCBR1bVQK8t4okTX+tiRL6AgryGeLQ77R75DngnwrIie2HZJmMgQf92BUGfL+486FTp8YmpseDeVsknA58vw6yjWGZsgDiQ8ApBvKkE8dHq8IxsL3NT4QpRHU9yS9oqhriyJXXHlP6Yy4/f2UZ+zzqJdsGEBq9M+IKrTo0aurCUadAKdHxEF/TJcSj1fE5xsPAwDOPLJIHsgLd39WOtJbwmTMpwNVZE0WzEYgCIIgOgcehRPeqNPCrJNMT1TYlWiPkCBPEARBqITf5k7muOSzA5TRMVqNgEH+Inxc7I0FYywOh7xHFuKiFXXlbUlW1jh3cCsz1GVBPuMZ8urIGi6oOT1i3LMTZId8T0vU5ZSRPfxYGFspkiujJMIJUrJDXhFdpDzXJMh3ThptHpyxaCPuf6ci7Ot8IMps0Kpme3BB3utjlCGvwBM0sBkY0Mt8f1U65HVaAf2KI+fI/3tDPZrsXnTL1eOYAfmyIB82Q175eZ2hHHlyyBMEQRCZQBkTqddokKP3C/JU2JVoh5AgTxAEQaimvYfLrO3IhHPIAwFxd9shW1zrqW5y47DVK4n5pWphmBd1dXsD+dCuOBzyycoaD+eQ54JPg82LRz/ai0/8cQnpJjiyRpnzHi4KJhi3V5RzmYeVJeKQ50VdExfJRZGpnKtRI2sUDnmtRoDOL6xme448z+e0KDK5O1ucVSrYVe1As8OHH3Y1h33dHqagKxDop24vU83O6OyCPHfI8+OjjLyKNAshXfDZC3xAVs6Rr1IP8tZbPXj28wMAgMtO6CEVt44iyCvvNy0ZqvuiFETcXpZQtBtBEARBtBbukNcA0Go0sBikWchU2JVoj5AgTxAEQagE+c4m8EQS5If5c+S3x+mQ/80fVzOwxKwSfgFJZObPcZEmqkO+DRny2w7ZcNOyHbJrXLmecJE1H/yvDu/+UIuF/9qDH3Y1Jby9tiCKDFVyZI3kkDfqBPjTJ+KKQthd7YDXx5Bv1qK0iyHqsiqHvP9YaDUCtBq/SO6NT1SyunxQan3h3LjhMuSB5M9+SBXcAVtokcRExrKjUGZ7hzvgm+xe2d2txOHiAyHqfhMo6iqqXNGdOUNeVNRi4AObvKirT4z/ek4VskPefw0N6hG+sOvTn+5Hi9OHIaUWXDi+GEBgIC+WQ74lQw55d9CxJZc8QRAEkQ64IK/z/1jgDnk7RdYQ7ZCsFuR9Ph/mzp2L8vJymM1mDBgwAA888IDK8cIYw/3334/S0lKYzWZMnjwZO3fuzGCrCYIg2h9KcbDTOeT9woIxSBgf4ndbb6+0x+UM3npQEu6H9wrv0uYu+cP+XGHuxlYWk+XwGJXWiLb/+qEWP+5uxkc/SY53xhgcnkAMBocL8nv9GfmMAfe/XYHqJnfC22wth20eeHwMGgEoLpAcLoIgyO2MJ0eeRwoNLcuJWtAVkL68c4e6MUyefDiBNBzBIli8RV2l7bb+3KYTLnTmGLXyMaPYmrajnFlx2Boqptv8gx7mEIc8F+TVDvnOnCGvjE3R+3+YK+9xmYytcXpE+b7A7/0DSqRB3p2VAUH+x13N+GzjYQgCcPe5feVrLc8fdRXLIZ8NkTWAOteeIAiCIFIFn8Gp1/hnxum5Q54EeaL9kZAgv3XrVsybNw8nn3wyBgwYgNLSUowePRpXXHEFVqxYAZcrtEhRW1i0aBGee+45/O1vf8PWrVuxaNEiPProo3jmmWfkZR599FE8/fTTWLp0KX744Qfk5ORg6tSpcDrjL8JHEATR2enUGfKe8MJ43yITjHoN7C4R++tjf75xh/zwCDnmPLaAC2iByJroDvlEYxe4+5IXS3V7mezmNqoc8urt9u5mRKPdi/ve3K2KI0glPD++ON8gO12AQFxHPI7sePPjOdwZr5wtYFDEgcRDc1BMRHBRV1FkctsjOuSz3FEacB5rorp1icRQisR11tDBLy62BjvkedFSt5cy5DnKiCnukNdqBHkwI5OCfJP/Pq/TCvLg55AyC/RaAQcbXPi5ogUuj4hFH+0FAFw4vlg1mCtfc67Q6B2nJ7BfGSvqGvQZQQ55giAIIh14RS7IS5+TOX5B3u7uvN+HiPZLXIL8zz//jMmTJ2Ps2LH45ptvMH78eNx666144IEHcOmll4Ixhvvuuw9lZWVYtGhR0oT57777Dueeey7OPPNM9OvXD9OnT8epp56KH3/8EYDk+luyZAn++te/4txzz8Xo0aPx6quv4tChQ3j//feT0gaCIIjOgMohnyHHXaZwhinqCkhCymB/xECsHHmfyORlIjvkpS+MDQlE1ogstLhmNESR4fcaSZCv8mezK4USVWSNQige3tOCp64YjFyTFr/ut+EZf55xqjnU4M+PD4qakXOg4xDUuEN+WM/o+fEcs/8YGFWCfGKu9WBhOjhax6aItAl1yCcm/mcK7oDVaoSoBSaJxFAOMtW3hP545H0+JENeG5jF0dIJMuRbHN6YIq9b5ZAPDKjKhV0z6NpusEtOvUKLTp65U2DR4ZxxRQCAf3x1CMvXVOJAvQvd8/S4fnJP1fv5/dnrYyHRO9kwgO4JalM88WIEQRAE0VbcPunzRo6sMfiLupJDnmiH6OJZ6IILLsCdd96JlStXorCwMOJy69atw1NPPYXHH38c9957b5sbN3HiRLzwwgvYsWMHBg8ejI0bN+Kbb77BE088AQCoqKhAVVUVJk+eLL+noKAA48ePx7p16zBz5syw63W5XKpBg5aWFgCSwJ/pAlDphu9zNu07YwwM2dWmzkyq+ged5+xClSHv8MZ9TrLt/tEaZIe8TgjZjyFlFvy634Zth+w4dXTXiOvYW+uA3SXCpNegb5Ep7PHgDvkGqweMMbj92zVoQ7drUIhLTo8oxxjEorLRJTtsqxrdEEVRFkr0WimbnW8rR+HAnTK6K8q6GHD/+f1w14rdePO7GozunYuTR3aJa7vRiNZHeH58jwKD6nWlQz5a33J7Rez2zwgYUmqOqx+a/OtWnm+DLrEZCcEimD3IxcpdqwadAH3Q+eXn1unJfNHJaPD4Hn1QgclUtDmR+8hPv7fgP78exs1Te6kGldoLykGNuhZ3yD4rBXnlazyyxur0qQTaRnv89+v2gtMjYvqTm9ElR4cVNw0HEP47unwP9R8b/rrFqEG9FbA5M3ds+EyoAotO1YZLjy/B+/+rxfrfW/DzHun3x21n9EaOUX2+zXoBgiBFiVkdXhh1evm14MiadOxj8DaCHfKODBfR7QjfRYjUQn2EiAb1j8zQmuPNP38MGulz06ILRNak8vxlax9hTP3X2ci285EocQnyO3bsgF6vj7nchAkTMGHCBHiSNDp19913o7m5GUOHDoVWq4XP58NDDz2EWbNmAQCqqqoAACUlJar3lZSUyK+F45FHHsGCBQtCnne5XJ0u6sYrMnjdbngEDURNdpQU8Lg9EOGDl3mhoRmwGYcxBq8o/bCMlc+cCF7RCxEivG4vPBoa0c40DoUTucnqhscV3zlhjMHjlpZNZv9IJ1yQ1zAxZL8HdpcKjW49YI16TDbtaQYADOlhBvN64QljWsw3SsenvtkFj8sDp18o1yJ0uwJjEAAwAFabC0Yh9mcwAGw/0CL/2+4W0dDkhNUvHhv1GtV2TBrpC4wA4MTBefC4PJjQPweXTOiOFetq8eB7e9C3qx59uhnj2nYkovWRwy3S4Hi+Kahtfhd5S4y+uP2QHV4fQ4FZiyKzEFe/NfmjiXQCk5fX+3VduyO+vt/Qop4JaLV7VO9rbJZezzFqQ9bHxUO7wxP3dZYJnC6p32gFhhz/MWuyulLS5kTuI8tWH8L/Kqw4so8FJw8vTHpbUo3VHjh+tY2hx7PF/7pJp+7PWkjXa12zuu85PSJarK6QQtKxWLm+Du/+WIcnZ/VHj8LoxZDTzaHDLjTavWi0e7G/xo4eBfqw/cPukAb09Fr1seKzYJpt8X+WJZu6Run3RIFZfQ8oMmtw+uiu+Pcvh+ETgWMH5uG4gTlh25lj0MDqEtHQ7ES+4hQp89qbUriP/EcuYyxkG86g2UtWW2bvZx3huwiRWqiPENGg/pFGWOAfopi49ub2Su/RaQBRdMJfcgU2t6tV64sXxgBRdAGQBsyzBX+CD1wuIEvkvLSSaDrLwYMH8Ze//AWffvop7HY7Bg4ciGXLluGoo45KUQujE5cgH48Y35blI/H222/jjTfewIoVKzBixAj88ssvuPXWW1FWVoYrrrii1eu95557cPvtt8uPDx48iOHDh8NoNMJkMiWj6e0Gj0+EzuCC3mBU5fdmEtEjQAMtdIIOek1y+hLRevgPMr1Gn9QvKD6NDxpooDPooDfSec40ytnmVjeL+5zI/cOY3P6RTnh0SG6OIWS/R/TNAwDsqHJAq9dBowm/jzuqpS8DI/rkRjx2RQWSsN3sFKE36sFNrmaTPux7DHoBLg+DqNHGfT721KsFkToHA4OkNpv1GtV6hvbJg1YDnDisC0qLAvnrc6b2xtZKBzbsseL+d/fi5T8OS1jsUxKtj/D44/wc9THgzmeXKETd9521kiA3tGcODKb4RMWLJpRg1eYGHD2oEHr/LAGjX5FncR7r4JQIlwjV+1z+HwR5ptD18W35oMnqex/zf6s36LUw+weTHL7o56PV20rgPmL3D6C5Y/SNbEWZ+tPg8IXsA9c5c8zqz0ajf0p2g11aoMCihdXpg08E7D4BebmJHYvV25pxoMGNzZVO9C6JL+4pXbhZ4D62q9aN3sXS/Sm4fzANn4miadX9I5VYPVKf7pIben+/6qQyfP5rA3RaAXed0zfivSvXrIPV5YZTVO+fMrImkc/rROHHWhBCj6MI9XXqQWavx47wXYRILdRHiGhQ/0gjQuAfGk3i2puXSZ/xeq0OGo0JuUYpXtTuEVu1vniR+giDRmPMqj7CRXijEehkUiYAwGiM3zjW0NCAP/zhDzjppJPw6aefonv37ti5cye6dGn7jPDWEpcgH8yqVauwatUq1NTUQBTVFuZ//OMfSWkYANx55524++675eiZUaNGYe/evXjkkUdwxRVXoEePHgCA6upqlJaWyu+rrq7GmDFjIq7XaDSqTlxzs+RsFAQhqy6udMD3OZv2XRAECMiuNnV2UtFH6DxnF+oMeW9C5yTb7iGJwBiT992o14TsQ/9iC4w6ATaXiEONbvTuFv6bzpaDgfz4SMdBzpC3S8fXHWW7AGDSa+HyeOHysriP7e81amdIVZMbBX7riNGg3k7fIjM+/ssRyDFqVc/rdQIevKg/Lv3bFuyuceJ/v7fg+KGFcW0/EpH6iNXFC5/qVK/xOB2HR4y679vl/HhL3Mfo7HHdcfa47qrnlEVd+Xq8PhYxKig0Q17dTqtL9O+XNqRdygz5bL5meO0CZVFKm9OXsjbHex9x+YVOty+7j18kbK7AvbauJfRey+NIgq9LPrPisFUSofPNOug0GtRbPWh2+NCjMLFjwV3WzhjXWCZQ1o7YesiOk0d2gSAI+O2ADe/+WIc5p/ZEcb5BrnOg1wrh7x/uzO1bo03ahy45upA29OpmwvI/DYNeq0HPrpF/PfPaDTaXT3Vf8iiy81scqbsmlQRvwyMG59pn/npsz99FiPRAfYSIBvWP9NOaY+2VzYLS75pcA4+sSez3a2vIxj4iCOq/zkYi52LRokXo3bs3li1bJj9XXl6eimbFTcKC/IIFC7Bw4UIcddRRKC0tTWlntNvt0ATNu9BqtfIgQHl5OXr06IFVq1bJAnxzczN++OEH/OlPf0pZuwiCIDoaygz55k5UuNHjY3LeXnBRV0ASIwf2sOC3A1KOfDhB3u0VsbNKyjEfEaWwqJwhH0dRV6k9/kKjMQobKtldLQnUOUYtbC4fqhvd8n6Zw7jc+SBBMEV5BozsnYO125pQ35K6GAKbkwvy6ixwMy/K6Iq+77v8+fGDSy1Rl4sFP9Z8kKTB5sHMp37D+IH5WDijf8jyLf52G/UauDyiKtMZCAj2wfsFJF5ANlMExE5NIEM+jiK7qYbXRHBn+fGLhFJsPmwNvbZ4IVKzUd139P5ZjPX+9+SbdTDoRNRbPXJeeULt8B/HRAuffrj1QyxesxhWtzXhbcaLyyuiySTt0+M/a/DydimHvcnug9sn4p8VWliMWnh8IhpMXlR6BIx9OnAva3Z44TSJuOsrLeZ/l5k6Ay0OLxwmES9u02JFReva0GDzwGNiuOpDnTxLSWQMdaZAv6msU+97Mqm2Vkd8Lbioa6wCvARBEASRDLwir3EkfS5a9IEMeaLz0tLSIhutgVATNgB8+OGHmDp1Ki688EKsWbMGPXv2xJw5czB79ux0N1cmYUF+6dKlWL58OS677LJUtEfF2WefjYceegh9+vTBiBEjsGHDBjzxxBO4+uqrAUijIbfeeisefPBBDBo0COXl5Zg7dy7Kysowbdq0lLePIAiio6AS5IPzODowyv02RohlGVrmF+QP2jBlVGhh151V/hxziw6lXSLHpnT1i99cPHMFFSQMhrcnXqHD4xWxt06Kzjl2UD5WbW5AZaMbJQVSmxKNncn3O+sbU9gfuHCdEyQ+WoyBoq7RONQg7W+vKC7TeDD4jw0vlrm7yoFGuxdfbG7A3ef6YAlqX7NDOiYlBXrsq3OFiJryfplCv2aZZId8dgtYXjHgPs5VOOQzDb8e3J72WcRJKcjXhRnsChR1DRLk/fcJfj3mm7XyPaI116jskE9QkF+8ZjF21u9MeHsJ478tOkTA0aJ+vskt/fHHPgCVLaHvVy2XCQSg2S39tWUdDU4ATvVzHB8Ls+9JJteQG/JccFFXZ4x7NUEQBEEkA/75o/Mbd3P00ndte7gCXkSnYfjw4arH8+bNw/z581XP/f7773juuedw++23495778X69etx8803w2AwtCkSvS0kLMi73W5MnDgxFW0J4ZlnnsHcuXMxZ84c1NTUoKysDNdffz3uv/9+eZm77roLNpsN1113HRobG3Hcccfhs88+63RZ8ARBEG3BpXC7tWSB6NZW1u1ogkmvwdjyvKjLcZeyIEjCYziGlknu623+eJRgthyQnh/eK3psSsAh7wFjLLZDnovEcQrye+qc8IkMuSYtRvfJxarNDahqdMNRKr0/UUGet7cplYK8K7yT3BKHQ97pEeXZBm0tShmIrJG2xwV2n8iwaZ8Vxw4qULfbf40U5xuwr84lu7YDr0vtygvrkE/svGYKr1chyHOHfBbcG7gg78zyAY1I2BSCfL1Vuhco7xu8L1kM6uuV9xs+oyfPrIPJP4uhNdeow38cg/tuLLgzXiNoUJJbkvB248Hh9qk+h7rm6uHzMTT5B8IsBi1yTVrJSW/3QqcR0FWRoW91+mB3++Tl2gJjAAODJsEZwQ02Dzw+hnyzrtU1OJodXjg9InKNWnlQ0CcyeZYEIGnz3fNTV5Q315CLuybdFfK816ceEAueJUQQBEEQqcDDHfIatUPe7iaHfGdmy5Yt6Nmzp/w4XLa8KIo46qij8PDDDwMAxo4di82bN2Pp0qXtR5C/9tprsWLFCsydOzcV7VGRl5eHJUuWYMmSJRGXEQQBCxcuxMKFC1PeHoIgiI4IY0wlDjrcIjxeEfoIQnG2Y3V68efXd8Gk1+CL+8ZELMQKBPKojbrwOe6AVDAUkPLKg8UzANhyQMqPjxZXA0hZwoAUVWN3i4EM+YiRNdy1HZ/Q8bs/vqV/sRmlfoG6qtElC5gmQ2LCVKElDYJ8hGgX7pCPJhbW+K2vFoMG+ea2iW4GrTqyRrndnypaQgT5FkdAkAdCBw6iRdYYg9z42YrsQFIK8hmOrGGMyY7ubJ9hEAllX/H6GJodPhRYAl/HecZ88KyM4HoGeWYteBmnRK9RxpgsoLZWSC3JLcGGmze06r2xeG1tFf72+QH58YKzyrF5Xwve+bEOAHDB6O6465y+WLOlAXet2I1RvXPw0vXD5OVf+vIQXvzyEKaNLMI90/q1qS1XL92KA4ddeO2G4fJso3i46KnN2FPrxLMXD8ZRA/Jbte3FH+3Fyh9qcdWxpfjjZOlH5s4qOy792xYYdYJ8D1nzlyPbVHi7NfABZUGQBi0osoYgCIJIB/z7KY+syfEXvbd7vfAxBm1nDFInkJeXh/z86N+3SktLQ5z0w4YNw7vvvpvKpkUlLkH+9ttvl/8tiiJeeOEFfPHFFxg9ejT0enVu4RNPPJHcFhIEQRApJZww2Oz0oVtu+xTkD1u98IkMNpcPTo8YImwp4QMRkeJqAKC8uwl6rYAWpw+HGtzo2VU94s4Lug7rFV2QNxu0MOk1cHpENNq8sqAYK7LGFWc0B89TH9jDjBIuyDe5A4J8goINFwlTGVljixBZwzPkbVEc8pWNUlxNSaGhzfVslEVdAXWu9k+/h+ZBBCJrpOMc6pAPv19A62oDBOPxitBqhKiDTW2FR9bossgh7/Ex8FqS7iwf0IhEcAxTXYtHJcjbIznkgwT5fLMO8B+CRK9Rj4/B5z+Q2ehstgcN/Gw9ZMOPiuuQX59uXucgaFAzEHnV9n3bUWmHx8ew8vsa3DC1V9zv44MkBTkJe59k5KKuiuuOD0h1zdWjuskNkUl59SZ96lzy4eA1JvJMWjQ7fCTIEwRBEGkh4JCXPiMtCj3S4fHKRV4JIpg//OEP2L59u+q5HTt2oG/fvhlqUZyC/IYNagcML6C6efPmpDeIIAiCSC9KYdBi0MDuFtFs96Jbbvv8QqOMhLC7Q/O/lbhkl3pkYVOv02BgDzO2HrRj2yGbSpC3Or3YWyeF+w6P4ZAHJJd8ZaMbh60eeSDEEEEoN+oTE253+wX5ASVmlBZKbTxs9criccKRNVyQb0XByHjwiUwWzEIja2I75KsaJYd8W+NqAMCgj+yQ33bIBpvLpxLXZYe8LMgHOeT9fTAvjHPfkODMh2D21ztx+bNbMGVUV9x7Xr9WrSMeAkVdBXnfM50hrxT93O1QAGSMyfenPJMWLU4f6ls8GFBilpdxRHDIB4vO+WatPBCV6DWq7K+OLDyOfFCie54etS0efLOtCQcOu+TX+fXpiTCoyftrsLCfKKLI5OvgvfW1uOrE0qifJ8r3cUG+SxIEeeVAGL8GLEYpjqfZ4UOLw4furTPhtxruUMwz6dDs8GXlwA5BEATR8fAEFXXVazQwarVw+XyweTwkyBMRue222zBx4kQ8/PDDmDFjBn788Ue88MILeOGFFzLWpri+JX711VepbgdBEASRIbgwqNUI6JKjh93tatc58lwsBfzxEFFi5J1xOOQBYHAPC7YetKOixql6fttBOxgDSgsNqgzjSBT6BfkaRZW/SIMBiUbW7K7yC/LFZuSbtTAbNHC4ReytldpsNrTOIc9zm5ONcuAkWJCPR1DjgjwffGgLxmCHvMKZ7xOBX/a04A9DCgFIoiq/PooLpHMeIsjzyJpwDnle1LWVRUm/+q0BdreI//56GH85ty+0KXLJcyFS6ZC3ZTiyRinIt3ZAI5O4vAy8FmafIhN+O2ALKezKxejg6zW4xkWeSSfH2DTZE8tNVRZyzcZinDan1L5x/fPw2cbDKjEeCFxvLrnOQbBDPjmCvFuRk97i9OHfP9dhxoTYufktTp88k6PA3HpBPscovVcZFcX33aTXIN8sieHNKbpHR8PjP/Z5Zi3QQJE1BEEQRHrw+KTPRJ4hDwAWvQ4unw92D+XIE5E5+uij8d577+Gee+7BwoULUV5ejiVLlmDWrFkZa1PCeQRXX301WlpCp2/bbDZcffXVSWkUQRAEkT4CsS2C7OhtTmFMSapRihexBMR4ImuAgDgdHNnB42qGx4ir4XTJkQRcnn8ORC7qakqgqKvV6UOVf50DepghCILsHK/wC/KtLuqaIoc8d1sbdELIMeBiZLTICS7IJ5LrHAnusHXJRV3V5/nnisD3HodblOM+YkXWhM2QD9pWovC22N0i9tQ6Yyzdery+gNiZLZE1SiG5PUbWKAXiXv6ZNsoCnUCgz4c65IMiayzawKCZPbHz4vAoZxFln5DKr79hPXNU0T18JgEXpT0RZjjx99jauG/B9943v6uRr/1oNNikc5pr0rapFot83SkEd36vkQR5/+e1I/3XJR+w421ItDgwQRAEQbQGr98hr1MI8jn+2Bqbu/3+fiXSw1lnnYVff/0VTqcTW7duxezZszPanoS/Jb7yyitwOBwhzzscDrz66qtJaRRBEASRPmRRWic57oDM/MBPFkrRMKYgH6OwKkeO7Aha328HEhXkpeNbpRDkg52vHNkhH4cg/3uN9LncPV8vn8MefrF4nz9SJ9agQzBc7Gtx+mRxNpnwgZNwOevxOFyr/BnypUmIrOEOWx6DwgU/Lpr+pBDk+QwMnVZAV/8Ai8MjQlQIdXKGfJSirq0pSur1ifhlr1V+/Nt+a5Sl24ZX4ZBX9n/GMieEqyJr2qFDnt8/LAYNivKlvlOvcMi7vaJ83IMz5IPvE/kmXSBWKsEBVIfKIZ99x5Ff97kmLYaUWeTnTxxeCCAg/kbOkE+SQ97fxzSCJDwfbHBh7bbGmO/jEUKFlta74wEp1ghQDzLzzwOzQYM8/72+JRMOeR5Z428DOeQJgiCIdBAcWQMECrvayCFPtDPi/nXe3NyMpqYmaap2Swuam5vlv4aGBnzyyScoLi5OZVsJgiCIFMBFaaXjrsXZfh0GNkXb7VGKggKBgqmxxOqcCJEdW7ggH0d+PBBwndc0SV8YjTohYkFSoyH+yJpd/riagYos6h7+KBfuZEw0sibPpANvWioiEaK5yC0G7rqM4pBvSl6GPM/r58eKC3nHDS0AAGw/ZIfV36+a/f/PM2nl4pGMqc8Td//nmUIFOUMCAy3BbD1kVx2TzfttCa8jXpQZ8vwciSyzjur2Lsjz+1GOUYuiPEmQV0bWKM8tL2zMMQTFsuSZtUkR5JVu+WzBphisG+a/t+YaNRhXLuWPBTvkgwveBiKvkuOQN+k1OP+Y7gCAFd9Wx3wfj7QKV0MiEcLNTOGZ/yaDJjCjLQMzV5RFXYHsHNghCIIgOh58QFgdWeN3yJMgT7Qz4v51XlhYiK5du0IQBAwePBhdunSR/4qKinD11VfjhhtuSGVbCYIgiBTAf0gb9Rrk+wWebImsYYxhwcoKPPrh3rjfo8y/j+WQVMb1RCPHL7wqBfnDVg9qmj0QBKhcnNHgkTXVfjE5UlwNAJhk4Ta2I5k75PurBHm1UJ1oZI1OK8hiS6KCXzzYognyRh5ZE96R7RMZqv2DGj0K2p4hH1xolQt+fYvM6N3NCJEBv+yR3OhWR0BsM+o08qCFUqhuiRZZw6OIWhG58vPvklOfC458hkYq4D94dFoBJr0GXA/OZGyNMhajNccv0/D7kcWolYtmKyNr+P3FqBPkfHhOaGSNDgX+AT6XR0woC155HLOxGKddLmyrwYRB0qDYpGEF8v2It5nHFgUfG4shcP9oC3z9Bp0G08cXQ6cVsHGvFb8diD4zRT7PhrYJ8jnhBPmgDHkgMw55rxxZI7UhG4sDEwRBEB0PHlmjFOR5IVeriwR5on0R91zKr776CowxnHzyyXj33XfRtWtX+TWDwYC+ffuirKwsJY0kCIIgUgcXtox6jSx4ZMJxF44muxef/FIPALj5tF4wxSFwKMWLWIJMwpE1inVzUb0oTx82diUcPLImHkE+INzGFjp2V9kBqB3ywVEuiQrygBRb0+zwpSRHPlrhU+4O9omSKBY8YFLX4oFPZNBqBDn6oy0Ygoq6csHSYtDgyPI87K934aeKFhw3tFDhkNdBoxFg1mtgd4twuHxArh5enyg7ucMJ8nJefSsELB6dc8H47nj16yrsrnHA5vLF3f8SwatwyAuCFFvT7PBJ10BB0jcXF+3dIS9H1hg16JYXGlnjiJAfD4QWLs03aWHUa6DTCvD6GJrsvrjuj4D6OGajIG9TDFyM6p2LN28egSKzgAaX+vrkLu3g+yg/frzeQ3Dh460Hbdhb68RpY7pFbYf8+aDXoHu+AVNHd8XHG+qx4ttqPHRRbsT3Bc5j6/PjAaiKKTPGIAiCfO7MBq088NCSgYg5fv1xl35rHfLLV1fi0431WHrtEHnAOhPw40sQBEFkN27ukFd8Lyo0SeacRpcr7HsIIluJW5CfNGkSAKCiogK9e/eGRtO2L5kEQRBEdqDKkM8yh7xSOLK64hOc1BnysSJrAm7DaMgRCArRobZZEtK658UvInBBnrtiDbrIAgAXoaMJHU12L5atrsTGfZJTekBJwKkf4pBPMLIGkDKQ99e7UuKQlzPkw4jWyngdu9sXEinEBzSK8/UhYltr4EUh3XJRV7/o5Y/J+OB/dfjJ707n4hePdzIbtLC7Rfk9yj6XE0aQM8rif2ICltcnYqM/P/7U0V3xn42HUdXkxtaDNhzVPz+hdcW3PZ4hL7U31yQJ8tY25nK3hUwVdfX6GAQBbe5ryigWHlmjdMhzZ3W4eCmlC1yvFWDUayAIAgotOtS1eNBo96IkzvgmVWRNFgry/Fri991+3U3wuDyw+E+5wyOCMSYL5sH5+soBDYfbh9yg6KiF71bg9xonBpdZ0L/YjEjwzwd+n545sQQfb6jHV781oLLBhdIu4Wfn8AGD4NihROGDlT5ROk8Wo1a+Bsz6QIZ8KiLFYuEJcsi3NkP+04312FPrxC97rDhpRJektS9eGGO47dWdOGzz4vlrh7T5nBEEQRCpxRPGIc8F+QYHCfJE+yLhX+d9+/aFRqOB3W7Htm3bsGnTJtUfQRAE0b4IiNIC8k08Qz47HPLKuJZ4XYDKWJm4I2tiOOQtYRzydS1+h3x+/Bnm3AHIU1iiOuR1kR3yTrcPy9dU4rzHf8U/v6uGT2Q4ZWQXDOqhiKwJinJpjUOeZ943pUKQjxLrotUIcnsdYQZVKhukL9zJyI8HFA55f39QRk6M6y/lVu+osqPJ7pXjIbgYZvaL7lyE4/tlNmhkMVtJtPMajS0H7XB6RBRYdBhQbMaI3lK2dqpy5JUZ8kD4POt0o5xVkOjxay2iyHDlc1tw2bNb4BPbNghgVzjguSBvdfpkMZPP6AnnkFfmpOebdbKbN5AjH/80baUI7xOZnMWeLcgDF0HiKB9UZEzqCx5veIe8USfIEUvhBmUb/DN+ahTFtcMRPINqcKkFR/fPg08E3v6+JuL7+PFNtG5HMGaDIirKf0yccsyaBgU8Qz4DDnl+7LlD3tHKeCD+2XLYmpmYAYdbxLqdzdh+yI731tdmpA0EQRBE/PDIGuV37C7cIe8kQZ5oX8TtkOfU1tbiqquuwqeffhr2dZ8vO0QcgiCIZODxitDHEGvbO8pp+dnmkFeKbvE6c1sVWROnQ14p9rfGIc8Fbk50h3z44p+b9llx75u75e0P6mHGjVN7YfzAfNWU+yK/e5yLiK2NrAHSnyEPSHEPTo8IW5hzWNXIC7q2PT8eCLiPXXJkTUBQK8ozoHc3I/bXu7D1oC1QsNHfbh4bwd/DCyKHi+IBAufVHUdtACU8P35sv1xoNAJG9s7Bqs0NKcuR98gOeb8gb8y8IK/MqXanKbPa7vZhp79ocqPdK2e/twY5isWgQY5RC6NOgMvLcLjFg7KuxkB2ejiHvOKHp7JYqHyNJhArFSyeOjzZ8znn9ory7IzgyBflPczuFuVZJsH3UUEQYDFo0eL0hR2U5bMrYg00uhVxbpyL/1CC9b+34IP/1eGak8rC3r/kyJo2uq2VUVFWpw/F+Ur3fcAhn4kM+UBR19Y75Bljsru/IQWxaPGgnF3w+tpqXHBMcczvAwRBEETmCFfUtdBkAgA0OJ0ZaRNBtJaEv3HceuutaGxsxA8//ACz2YzPPvsMr7zyCgYNGoQPP/wwFW0kCILICE9+sg+TH/oF++s79oe70iWel3UOeYUgH6cLUNl2mzO6SBBOcAlHjilQ1JUXGa3zZz8XtSKyhhOXQz5I6Hjms/2obfagtNCA+dPL8eqc4Th2UEFI/q1WI6BYka/emsgaLvalxCGviO8IBxezwkVq8MiaZDnk+bHmX/LtQYJar26S8F/T5JZnauQpImuU7+GCdbgoHiCx2gBKeH48j6cZ0UtyyP+23xa28G1b8coZnVK/yvELb5kU5JWRNekq6qoUGttaS8Gu6POCIMg58nV+d7AjikNeGVmTH0aQT8QlHXxNhZuFkimUAnpwfIhy5ozTLQZmcYS5j1rkmLFwgry0v7GOWTjBf8KgAvTrboLN5cNHP4V3VPNttuaeG4ycI+9UO+RNeo18D8rE5zW/P+RbpDa4vSzhGSRWpw/+1WTMId9kDxy7eqsHH/5Ul5F2EARBEPERLrKGHPJEeyXhb4pffvklnnjiCRx11FHQaDTo27cvLr30Ujz66KN45JFHUtFGgiCIjPDLHiucHhGb/LnNHZVwDvlUCLCtoTUOeVsiDnl5MCJ6NjQXjUUWEERqmyVRuHsCkTVmg1bl8oy23XDCLWMMu6olt+4Tlw3C6WO6QRMl11pZ2NWsT9ytWRijP4htiPCIFlkDBNyx4RyuldwhX5DkyJrgoq7+NhTnSdupafbIjkruTpUd8v522oIc9KHb4m78+EVQj1fEpn3SfejIcilCZ0hZDrQaAfVWD6oa3bA6vUm9br3BDnm5wGTm7g2ZKOqqHARo60wR7oDn9xM+mMcH93i8Srgca31QZA2Hz7pptMUvaAa7mR0eqc+6vSIe/NcerN7SEPe6kg0/RiZ/wdpgeAyM3e0LCOZhlsuR7x/qfRVFJgv5sbLXXYp4GI5GI+DiiSUAgLfW1cjXiZKAQz55grw1SJA3GzRyP0h3hjxjDG6eIa/I50/UJa+8ng5ngUMeAF5bW5V1EU4EQRBEAB5Zow8TWdPi9siCPUG0BxL+pmiz2VBcXAwA6NKlC2prJXfIqFGj8PPPPye3dQRBEBmE/9ivaY6eM9ve4YKTSa+Rf1y3OH0pcd0misohH6cLUBVZE0PEd4YRXMJh0mvAdW8eO1HrF9G65ycWYaF0yRuibDcQWRM4D9VNbthdInRaAX2KYse1lCgiXVqVIR8lsuazX+px0gMb8PwXB1slzPPjGCnaxRLkPFdS1ZjsDHm/SO4R4fWJsjDPhVF+jmub3XL/4vUWIjnkIw00hDuvsdhy0AanR0ShRYf+xdK0XJNeI9cM+NPL2zHloV9wxqKNOHg4Oe6gbMyQz4gg70meIC9H1vjF4q7++Jv6liCHfNiirsrImsA9pDWxUiEOef/jnyta8NHPdfjHV5VxryvZWIOOUTBckHd44nTIB30GuBUCulKMbbB5YHWqj6ErQkb9aWO6odCiQ2WjG9/vagrZtlwUOgkFQvn9kbvg+bkyGbSBGW2O9H5e+8RAHZQckxZ8cla0AuThUA4gZs4hL7VhRK8cFOXpUd3kxscb6jPSFoIgCCI2fDarThP4jM016KHzfxg1kUueaEck/Ot8yJAh2L59OwDgiCOOwPPPP4+DBw9i6dKlKC0tTXoDCYIgMgUXzGqaM/NDMV24FLEtfAq818fCRoWkG2UsRbBYEg7GmMpJH66gn3r9PJIg+schz/IFAjE4dc2JR9YAQYJ81MiaUCf1br87vm+RKWzB0GCUgrWxDZE14fKpP9tUD6dHxD9WV+KeN3cnXNQvVrSLOYJDnjEmZ8iXJilDXumQV/Z7LozyWRCSQ94vuPOirnKGvPR8S6zIGv+2fCIL664Nx0/+/Pgjy/NU0USj++YCkGYMiEy6brccTE6mvJwhr8meDHmlOO4TEffxawvK6y+RnPZwyMWCgxzyXJCXM+TDRdYoXODKDHk+aLZuR7N8f4hFSIa8v89zcTLWzKJUEnyMguEit8MlynUEwjnk+YBe8GeAciCn2c5Fbh9mLNmMK57bqlo2UtFvk16DU0Z1AQB8sy1UkI82sJIowVFRygF0PjDj8bGQaLNUwuNqAKlfygW4E+w3SkG+IYEZHsmEt6EoT49Zx0kzHyi2hiAIInsJF1kjCAIKKbaGaIck/E3xlltuQWWl5JyZN28ePv30U/Tp0wdPP/00Hn744aQ3kCAIIlPIDvmmju2QV4oOZkMgJqAlgUziVJGoQ97lVYucsSNr4suQB9SFXd1eUXakJhJZAwCFOQEBP9Girr/XSIJb/2JzXNtSR9a0IUM+aFo/Ywy/7ZeEX0EAVm9pxPUvbVcJNbGIVdQ1xxDe4dri9MkO1JKC1hfYVMLPg9sryuvWaQXZeVvsj8apbXbLRVu5Qz6QVR3kkI9U1FVxzuN1ef/sz48f1z9P9fxVk0px3SllWHhhOSYMlrLl65I0o8crqt3HOdngkHdHFlfTsc0me3yioccrhq09wgsUB0fW1LZI58weRcjVagTwMbgChUP+lJFd0DVXh4MNLlz53Ba8831NTLd0qENe2i4fbGpNgc5kwa+jnAju8oBD3ie73cPNNJIjr4I+A1SCvP++tr/ehWaHDwfqXaq4kkhFYwHguCGFAIBvtzeGHG8+sGKOcA9IhLygqCg5skavQY5RI/eJpjR+XitnGRh0ilz/BPuN2iGf2ciaAosOY/tJ99eOPiuSIAiiPePxSZ93hiBjEhfkG0iQJ9oRCf86v/TSS3HllVcCAMaNG4e9e/di/fr12L9/Py666KJkt48gCCJjuDpJZE0gJ1eAIAiyANAchyM91SjF6HgK1wW76GNF1kRyQIZDmWnOHa16raAqsBgPSod8tO2GEzl+r5ZEPh5bEguVQ741kTX+tgYXs+QCllEn4NmrBsNi0GD7ITs274/fnR0r2iVHjpxQizzcHd8lRwdTEiIhAIVD3scCDl2FKBqIrPEoirqGd8jzWBJlrEi4bQGhOfKrtzTgyU/2qQaV3F4Rm/zHlefHc7rm6nHNSWWYekQ39CuSBml4lFJb8XrDR9bY4qzlkAqCBb+0CPKtiKxZ9OE+TH9ys5z7z+Gza/ggTjGfedEU5JCP0K95XqrSId8934A3bhyBiYML4PYyPPbvfVjw7p6o7QsW5Pk+8vtnOt3Wwdjkwrfh71eBmg2iLJ6Hz5CPEFnjCY2sqWwM/HhXRmSFy5DnHFmeB6Neg5pmD3ZWqWcmOD3Jc8gHR0U5FAVjpc9rf8xcGnPkPYr7k7LQrqMNgrzV6Ut5v/P6GP63u1nl5OdFXQssOlUR82yI7CMIgiBC4Q55nYYEeaL90+pvim63G9u3b4fBYMCRRx6JoqKiZLaLIAgi4/AcaS6WdFSURV2BgCu6OQsKuyoFS1tcgrx6mWAxN9L6jfroRV0BtUOeF2EsytOrIkTiIe7ImjBFXXf7HfIDSuJzyPfsIn05NRs00EYp/hoJ3hdanD6V+50L70PKLBjXPx9l/u24vfGLGFY5Qz68cG0xhheAuSCfrPx4IDAwIjnkuZgWED25cNpo98qiLBdFlQIhEJhZEskhr9EIssjtDsqRf+6/B/HmdzVYtzMQg/HbARtcHhFdcnQo7x55IKYoXx1/0lY8EYq6ZtIhz4uPclwJ9LfWotxGvJE1e+uk63T7Ibvq+WAHfEkBj0KS+nRwMeFguFM7z6S+Zrrm6vHEZQNx+5m9AQCf/lIftR84g44jF+j5oGc6jmskYkXWmBQ1G9xyhnyYyJoIA3rK+ykXY/k9BVDHrvD7WbiBU5Neg2MGSANk325vVO+DnCGfjMia8EVduQjO70PpnNHmUcwcEARB3s/EM+TVbW5rJFQsPvmlHjcs26GqkcAHBfLNWvmz2e1lYWuXEARBEJnHE6aoKwB0MUvfkSmyhmhPhP8VHAW73Y6bbroJr7zyCgBgx44d6N+/P2666Sb07NkTd999d9IbSRAEkW4YY7L7stHuhcsjtsph3NY2HLZ60S3BjPJEcQa5xOVCcRkU3jhKB2x8DnlpGa1GgE9kMd280RyQweQoHMLcIJhoQVegNZE10sZ8IsMeHlkTpyDfq5sJ151SlnCsDifPpIMgSAX8mhw+dMuV2rT5gOT8HdlbyjDX+kVbT5yRNaLi3ER2yEvbChXkpS/aXMxMBvw8MBYQtswKUTTfrIVBJ8CtiETKi1TUlTt8I+yXtD0NPD5fiEOeO3Y37rXi+KGFABRxNUH58cF0zwu4+JNBoGhW9Az5D7d+iMVrFsPqVrvBE4UxFnNwq8HmgccUEIunLNO3aqApEZweEc0m6by8uluDD5+O/dX5sNUDr4nh3q+1ePjHQD+ob/HAZ2K49t866LUa+ESGepMHB1uAsU8b0Gj3wm0Scf+3OjyyPvSeVAcPRBPDHV/pcN/a8PesWpMbDMBJL0c+Nrx9AgAG4I4vtZj7jRbNDi+cJum8j306/PVVba2Ouf9tIZYgzwcznB4fPLzoaph6Gnw5mzt4ECc0skYpyCuFWGeUyBoA+MOQQqzd1oRvtzfhqhPL5Of54FxSirpGEOS5CJ5v1gFwpXVGW/BgHd/PRCNrgmecHLZ5UJLEgdZgKhukz46K2sCMBmVkjUmvgVEnwOVlaLJ55UF4giAIInvgBiF9JIe8IzQykCCylYQF+XvuuQcbN27E6tWrcdppp8nPT548GfPnzydBniCIDoFPZBAVJsG6Fg96dk1OAcl4eWHVIfxjdSWeumIQjh1UkLLtBIvS+dnkkFc4iONx5vJluufpUdXkhsfH4PGKcg52yPr9gospjsiagENelLdTlJe4eBB/UVdl8U8RlY1uuLwMRr1GdqTHwzUnlcVeKAI6rRRh1OzwocnuRbdcSfTlDvmRvXOk5fzCn1eMz1lrd4vgiQCRhOucCBEplUku6AqozwN3aSod8oIgoDjfgAOHXf7Hgf5gCY6s8QtjkQYaAGlGhs0VGlnD3bwb9wbEbWVB12jwPPK6ZEXWiOEja4Kvw8VrFmNn/c6kbDMuFNpoTXLq18a9TYcPcLTE/54Wj/QX/HydXf0YACpbAo8bXdJfpPUejla71b++mMdGcRxV2wtuTwRyDbkxNtA6eBHWSGIod4bbXaI8YBvNIR88s0o5i6fZIUWTVEZyyMcYsJ04WPpc3nzAhgabB138g618HclwyCsHwnwik9vPRfCMOOT5zAT/QIhRLura+sgaQBooSiV8wEA5e4S3ocCik4oC5uhR3eRGg92DsjR/5yMIgiCiwxgLW9QVABV1JdolCQvy77//Pt566y0ce+yxKifTiBEjsHv37qQ2jiAIIlM4g6IkaprcaRfkd1RKqs3Wg7a0CPLyFHg5Qz7zDnllpmw8kTVcvC0ukAR5QBJ/CyIJ8ok45BUCD3ddFrXCIa8W5GM75AGpP/5eLalw/bqbUu4KVlKYo5MEeb9Q7XT7sKtK6psjevkFeb9oq8w+jwY/lzqtoCpyqiQnQmRNdVPyI2uU54G7NoPFtO75elmQzzNpofGfA3OEoq550QR5XWjBXp/IZMFo60Gb/Nrm/ZI4H1zQNRg+OMQLhLYVb5DoFul8cGe8RtCgJLek1duLxyFfb/XApxj06ZKjlwcMUoXd5ZNnPWgFIa4ZS3UtHoiMwaDToNASuN55NE233IB7vbbFDcaArjl6NDu88IoMhRZd2ME6p0eEx8ei9i1+jCKtQ9k+vVaAx8eQY9Aix6RFo80Lt995VpSnhybC+cg15OKuSXfFPA6twSY75CNkyBsDbmwuTofbz5yg65LjVl1z0gBAlWL0w6GIuIm2fkCapTO41IwdlQ6s29GEM8YWQRSZnKUeqRZAInDB3er0qRzoRvnzOgMZ8vLMBO6Q55E1iX1nCBXkU7sPfMCgXrEdXsg431/zo9CiQ3WTO+XxOQRBEETi+BgD/xaoC46sIUGeaIckLMjX1taiuLg45HmbzZZwji5BEES2ElwsMBOFXbmQkOofqTwvOBsd8s4EI2taFD+ujXoNXB4RNpdPzkIPhjvwExLkFRny3VsRJ9RFFVkTzSEf+Ex1eUXs9gvyA4rji6tJFgX+SAQuVG87ZIdPlAQ7HhsjO+TjFOQD+fHaiN8dciI4XFORIS8IgixOBgR5tZimjP1RZngHF3Xl/TRaZA3vb0q3rtKZ6/ExbD1oA2PS9dktV4++RdEL+fLBIbtLhN3lixj5EQ+MsZBYCuWMBcYYGIM8KAEAJbkl2HDzhtZvz+WB3hi9JsO0xzap3MzPXzoEY/pFH6hoK8tXV+K5Lw4CkGZDfHXzkTHfc9IDP8PuEjGk1IJXbxgOQPpMOX7+zwCAL/48Ri76O+tvv2FXlQNLZgzCYx/vw4F6F164bAiO6Nu6/br82S3YXmnHkzMGyQ7uSO07cXghVm9pxCXjSnDL6b1x+d+3yLn3H940OqmxUPESKKocvv/y683u9smxSuEGNvnMleCiruFioiJF1sgzqKJ8PvxhcCF2VDrw7XZJkHd5A7N/kpIhzx3yLp+c0S4Igc+HfIv0elNaHfL+OCsuyIcpQB4PXJAvytOjrsWDBluaHPJWjzwAqHTIA4FC5iTIEwRBZB/cHQ+EOuS7UFFXoh2S8DfFo446Ch9//LH8mP9weumllzBhwoTktYwgCCKDZIUg7xcSUj2N2xWUIZ+fRRnySgdxXJE1ilzySIKMav1e9b5Hw6LINK/zu5BbE1lTqHDIR3KHA9LnK3/d5RHxe42UiRhvfnyy4O3lwsXmA4G4Gv4dgAszvjgja6xxxLrIkRNBDtdKv5s1mYI8EBgc4QNRljAOeU6uOdBuLhw6ghzyUSNrwjjkbUHFJzfuteKnikBcTSzTQ44x0OfbGlvjEyGLisFFXX0i8PXWRpz0wAZ8sqG+TdtJFC6o8XGARIoIt3WbgCTWumKIjowxWThVngflfUg52MNF7+omt7xMW7LHgweIwrWP91UeQcW3a1WIurH2M1VwQTwngkNeWUDUHS1DXi7qGjmyBgBqm91oUIiv6qKu0TPkAeAPQ6VBj3U7myGK6mKg0YT8eOHXnc3pk9tm0mvk+0F+JhzyQcV02xpZw4tVp94hLx0/r4+h2eGDKDJFhrx0nPmMluB8e4IgCCLzeH2RBXllZA1jqf9+SBDJIGGH/MMPP4zTTz8dW7ZsgdfrxVNPPYUtW7bgu+++w5o1a1LRRoIgiLQT/KO9pim1ong47P4fj4dT7NTiLnSjnjvusschrxYspQzdaHEtSjE0x6hFg80bElkQbv1836OhdMjXcod8myNrogs2Rr0GLq8PLo+I7ZWSED4gzYJ8QZBAEZwfDwRyxuOOrOE50VFE63BFXV0eURZtkpkhD0iim80FWZwLdpgXKxzy+Yp2m4MGfmwK93+0bQHqgb9g4XDTPqvcd2Plx3OK8vXYV+dCXYsHfWI46qOhrAXAz63FoIFGAEQGvP19DZweUS44my749Zpv1kkFUL2pF42DXb9NDi+K9ZEHg9zeQP2RBptHvmfx+gBGvUYe5AAC/aqm2S0Lmm0pJqkUrMPh8jJ5sIXfi/g+tigKgybqdk4W/PqJdAyURZS5UztchnzEyJqgPrOjUh3Ir3LIBw1Wh2NQD4vcbrtbhEMeVNGoZpC0Fj4bp9kRiKxRCv0ZyZAPGgiRB4ES6DOMMTT5xfDyYjPW/96SNoc8IOXI8/sZoIisIYc8QRBE1uIWuTFDgDaCIO8RRdg8XuQaEv+NRhDpJmHrxnHHHYeNGzfC6/Vi1KhR+M9//oPi4mKsW7cO48aNS0UbCYIg0k7wtPZMOOR5lm3aHPJBmbTNafyBH4nggZFobncgEG+Sa9LKjvZI7/GJgViOxCJrRNQ1S+ekqBWRNWaDVhZUYgry/terGt3YV+eCIKiF8HTABXnuZvzNn2k+olegqKOcIR+3Qz666KZ8TRlZw/PjTXoN8s2tFy3DwY91tAx5Do8bAdQOeZci1zovSvuMYSIegt2lG/da5fz4o2Lkx3PkHPk23q9UDiT/uRUEQT4nG/ZIQny8MyKSAWOBbG4e0xF8n04FwduIJdQpz6nIAstbZaFZ3a9KCqR+VdUYEOTbEnViMoQXouX2KRzgXXJ5EVIRoshUs5DScWzDIUfWRBLk/deOzekF76bh7qOR7v+uoM8UHtHDUTrk+bKGKJ8PRp0AbtB3uH1yH01GXA0AdMmV7jU2l0++ByvXze9Fzc50OuSDImv8fS6RWRUOxQyH8mLukE+xIK+4JupaPKrjyfsQOeQJgiCyF3kgXhP6GWvQapGj99/Dnc60tosgWktCDnmPx4Prr78ec+fOxYsvvpiqNhEEQWScYBddbXP6HfK8cGhDip1aIZE1Fh5Zk/kfpMGiUIvTpxJDg2lRCvKG8EUoOcpzHE9kDXdzH7Z65O20xiEPSM7UykZ31CgEICDc/ri7GYCUH58fZf9TQaFCkK9ucqOmWXIWDutpkZdJOEM+jliXnDCRE8r8+GTXrTH4Z0k0RYisUTrklWK7mQt/blEWXQUhekFHLv4oB5z4fvYpMqKmKdDHivL06N0tvtkAfICorZE1HsV5VLq5c01atDh9shAa7wBMMnArnN35/roGLk8aImuChO3gQpTBBEfF1Fs96Janjyg08361ty7w47Et+f+83zo94e97XPQ36gIDLA63CLtbhPJ0Ziyyxj8QHVGQN4Zmpocr7GuJUIQ41CGvFuTtiugofgyi3acFQYDZoIXV6YPdJcrHNxkFXQGpODSvb3GoITAgycnPgEOe3+f5cTG1IrKGX0cGnYCyLtL9LdWzAZUO/nqrBzkmqd0Fis/UQn+Nl1R/7yIIgiASxytKn3XhBHkA6GIyweaxosHpQq/81NYYIohkkJB9Q6/X4913301VWwiCILIGtyc4sia9Dnllzm+T3atyrCabYIc8F3yb7Zl3yAeLQrFy5APOa51CkIkQ3aBYdyIO+T21knBmNmhaHS3RzS+cxhLeeLt+2CUJ8kf0y422eEpQOgZ/8+fHD+xhVuVcJ+qQt7n8GfLRHPIm7oJm8PhFtCp/fnxpkvPjgUD8Anc0m4PapnLIKwYSuADqExka/A5Pi0EbNa6Cn1flgBMfgMsz6TCiV2AWxLg48uM5yRbktRpBte3giKF4B2CSgdJ5zu9RmYisieWcDRYl+bmQs9GDhFqeIc/vKxohem2JWJgM0cVRLkqaDFpV3rw1aAA2Y5E1bl7UNfw9mT+vjFQLJ5jnRJgpENxndtcER9aEZsibYgzYWhSFZu2KyJpkIAgCuvpnMhxscPnXHehD/F6UTkHeLRd8lvbRFKNuQTh4XE2BWSfvXzod8vVWj/wdh5sQAGXNlPSbMAiCIIjo8KKuujC1YwB1jjxBtAcS/rY4bdo0vP/++yloCkEQRPbAhTJe9K7O6kmpKB6M0yNCWY8mVdOnGWPytPxAZE0WOeSDRCFbDEHe5m9znjl2ZA3fb51WiJpLzwnONC/K07fapX3dKWW44JjuODpGFAl3Hu6ulkSjMX3T7/YoUGTqhourASAfv2Q65JUOUy6qVfkHxriImUy4qMeFomBBUDrf0r+VszRM+kA7ufiaF2W/AKiK9XK4MzfHqMERfQPHN978eCAwaNBWQZ6fx2DncfAASjod8lxM02kF+dpOhyCfaGRNJEHeFiGyptjfl/k1YTFq2zT7wxzDrcxFU7NeE3A2e8SQiLJMOeT5PT5SfQneZu6w1ggIe//mfcTrY6p+ErxfvK+Hc3m744iskbYVmM2TjNihYLr5Y2sOHnap2gooar6ks6irV31/MIeJ4IoFP38FFh265gY+Y8QU3lOUAwb1isgapUO+C0XWEARBZC3RImuAgCDfQII80U5IeN77oEGDsHDhQnz77bcYN24ccnLUWbY333xz0hpHEASRKbgIU1KgR5PDC6+Pob7Fi5IUOHPDYQ9ydR+2euV86GSizNPlP/L5D/wWpw+iyJJSmK61hIusiYZVUVAzXOSJat1xFOxTEuyG796K/HjO+IEFGD+wIOZywU5ZpVCbLrhY0eTwhi3oCgQc8p4EBfloRV11WkEqausRYXP5UGDRyZE1yS7oCgRiZLhAZw5yMuu0GnTN0aPe6lHl1+u0Aow6AS4vQ40/2iraQAMQ6HPhirpajFrVeR4XZ348EMiQr2tzhnwEQT4LHPImvUY+fsF54CnZrl9gzfPH9SQaWXOYO+QjRtao7yNtFXLNipoG4dvHHfIauS1Otxgy+ygdcUDhiDSTgGMJKtaq12nCDmAor1+7yydf35H6TL/uJmw7ZFd9XsT7GaEsICsPeCQpsgYIzKiSBXlFH8lX1HxhjCU9yiscXBAJjqxJRJDnA1sFFp08C0tk0udMl5zUFOILLuraXBhoA6eAiroSBEFkLdwhHzGyxkwOeaJ9kbAg//LLL6OwsBA//fQTfvrpJ9VrgiCQIE8QRIeAO+NMeg265+lR2ehGTbM7qiD/c0ULuuToUF5sbvP2g3NvUzWVWxXbwjPk/aIbY5LAne7MciVcFDLoBLi9LO7ImlyTViWShF23l0f1xCdgBAtpRfmpH5xRRumUFhpS4gyPBZ/Cf+iwSxaEIgnyyXTIA5KbmAvyAFCpyJBPNsGFIS3G0C/7xQVckFdfE2aDFi6vV462ijbQAAQct0rR064Q8o7om4ueXYzonq9Hr67xDz7wyJraJEXW6LJQkDfrNYoM/vRF1pQUGNDidMSOrAkSJeus0QV5k0GLfLNWdqi3NgaLY44RH+KUM841Kld48IyoTETWeH1M/kwKd/0Banc4ABjC5McD6gE9u0tEof+WxftMjlGr+pwdUGLGtkN21UAG/4yIVeuDH3O7yyd/3iTTId/VL1Af4pE1imPA61n4RCnmri31B+LFEzGyJv4+w/t7gUUHnVaDAosOTXYvGqxpEuStAYd8vkKQ75ITGODw+ljIPZAgCILIHN44I2saHCTIE+2DhFWWioqKVLSDIAgiq3ArctW75xtkQT4S1U1u3LhsO7rk6PHBHaPb/CMu+IftYWtq3FpccNBqBLnNep0GZoMGDreIZrs3o4K8WxEdVNnoDsk5DkbpvLYoRJJwtNUhX9QGh3y8KAX5Mf0yU5xI6V4EgBkTitGvu3rQSS7qGneGfGAmQzRyjFoctnrlGItqvyCfipkqwQMz4YoyXnZ8D3y28TDGD8xXPW82aNBoB2r994jYDnl/ZI3KIR8QIs0GLd69fSQAJOR45X2yvs2CfCAeRklIhnw6I2v8RUqNBo0skKYlsoYL8oUG7Kp2xHTOBheBrZcjawJCcDAlBQY0O6RYqpQ75CNkyAdnkAfPTkoHyvz2SMJysFCvjyKWWwySIG9VfAbwwfbu+XrYagPP84F05UBGcJxbxO0o6pU45Az85AnjXfPUhUaVDnmzQQOdVoDXx9Bk96ZVkJcja/z72trIGkASwpvsXhy2etC/pO2mhmB8IlMV0a63euTCwMrImnyzDoIgGRKaHF45tpAgCILIPPFG1pBDnmgvtOlbP2MMjGVmSitBEEQq4T/EDToNigukH2TRCrseOuyCT5Tygn87YG3z9oNF5MO21Drkg8VI7shraxZ1W+E/8PmU/WgOecZYQOg1aRUiSQxBPo6CrkBo9nP3/DQI8orBgjEZiKsBJMHkyH65GNjDjGevGow/n9knZJnUOeQD51AUGaqbeWRN8gV5fZDbJpwwesrIrlg8a6AqQ165bG2cGfKB+AyFIO8X8nhUhyAICcdPcEHe7hYj9vt4iBRZ06ebCQAwrKdFtVw6kKNWFJE17nRE1vjPUQ//7JRYxR5jZciHn3kR6M9tFXLNsYq6KoqO8m05PCJagjLIM5Ehzz/39FohZMYKJzgKxhDBJQcgbGwZH2xXRgXptAJ6d5N+xHOHO2OB7PlYg7YWxcCGnCEfweHfGoJFYeUsAUEQ0LdIui63HLQlbZvR4EW2+f1BjqxJwCHPZ5rwAV+5sGuKomKCr4f6Fo9cGFhZ1FWrEWQTQlOK2vLAvypw26s7U5qXTxAE0RHhkTWRPvu7mKTPwwanM21tIoi20Kpviy+//DJGjhwJk8kEk8mEkSNH4qWXXkp22wiCIDKGW56qrkGxP5qE50OHQxlj8N2OpjZv3xYUN9CQ4siaYMGBO5Cr/5+97w6XpKq3XVWdw8l5zplwJs8wM+QkAipRUUxXBTE+BO8VTKgYrxjhYrii3icoZr2K8kQvYOCCBMkgDDDD5BxOTp27qiu8P6r2rl3V1d1VfbpPmlrfx8ecc7qrd1fce/3Wb60yRYiZgDVcN12GZMyJCkjubgNDyJe2rNHVjw4V8n4fbyLv6+Hpb4VZIT87hDzHcbj1A2vx39ceh1NWNNq+hhAzThXT7gl5RQ9WVuHj67PvrbYUbohRQhI6tawhx1VkLWsYhXy1iDLZCWNl7leVYChgzWN52xmd+Nm/rsN7z+kBoKlOZwqCybKmuMOgbp+r3z8IaV7JsoYUEa3dCtSyxua8Yq2opnP8gcqWNTlmPxKltaoC4+nZt6wxroHS10+RZU0ZyzEa7G1jQ8PeQ7oag/S6IcRtQVZpsHolyxq7UNeaKuTjxRZZLE5doXVPPbMnWbPPLIdihXz5c84OhkJe+y6tulXMTNjzAZolDSmgNlkKrKRIMFkHIYSsqLj3+XE8sStBLYg8ePDgwYMz0A7OUh7ynkLewzyD61n/F7/4RXz0ox/FG97wBtx5552488478YY3vAEf//jH8cUvfrEeY/TgwYOHGYfIeMcSIqacZc0ko6R6fOf0CXm7UNd6gA1KZEEUyMSze7ZAPLapQj5XesFPyHofr30folrMlFDVl+oOKAdWJT+dUFenIMRtc9RPVZBzEcSyRnaomCZq4UrENdvlQOxqOhqCdfH1tRZm3FiHkHNtlIS6VrCNIMdVKBHqOh2Qzo3RVPXXrlTCQ97Hc1jfF6Pjn61QV+ohPwPBo6yHPFA57JGQkr269/94uqB37+iWNTbnPKvWrplCvgShThXcQZ/pvm/tAJsNhXyG2r2UvvZ8PGcqVJZTyJN9mbWxrGln9nl3c9DkA6+9jslXqWRZEzSI/yzTgVArlFPIA8BpeqH0mb0zS8iT67CaUFerZQ1VyNeJkDfCdnl6X9s/kjONgYDkplQqvlU3DrOPvQcPHjx4cI5Koa7EsiYlFuhrPXiYy3BtDHzrrbfi9ttvx+WXX05/d+mll2LTpk348Ic/jK985Ss1HaAHDx48zAZYOxNClowkyijkGSXV7qEcRpIiVdZXA6vSrB5KLaC0bQshn2ZTIS/JKlXgOlHIU//4kA8cxzGhrrXxkCfbJsWR9hmwrCFEx/FL467tS2YSVVvWVPSQN0iyega6AkbQKoEbYjyiv5YQOE495FnSL1Mj7+m2eAAHRvPT8pEvRcgT0ALMDCrkqWVNkKfHakY85IssaySoqlryeiTj7GsN4cWDaeQLCjKCwlgS2VjWMM+KmnnIC/b7Js+Ejvp4DiE/B0FSacGZBKHOCiGfd1aoi+hjBMp7yJPtmAl57X1sQbW7OWjY9+j7hxSDOa7YuskKtnDIhubWCq1WQt6y7ROXNcDHcxiYFHF0QqDFoHqBWNb4rZY1Ls6ZKRsPecAsbqglaGdIkEejj8dwQqSf1Wgl5PWfKxXfqgHJwgBm3xLQgwcPHuYbKCFfohgfDwbg5zhIqopEXkB7tPaZJB481BKuZ4uFQgGnnHJK0e9PPvlkSFJ9JlEePCwEDGVFfOLRvXhmeGYUTB6mB5F6yBsK+dFyCnmLkurJadrWZAWzpUf9Ql3tQ+u6qUJ+9lr+WPUwUchbgwdZWG1QDBuBUpY17jzkAXMg40yEur5yTROWdYTxltM66v5Z04HfhWWN1eu/HAihlhFkDOnnYt0I+SLLGvcKeYJ4uLzegRSBWNKzFpY1AKuQr4VljT0RSdZBMxvqalyvdqG49QAbBElsvARJLUs8kr+1xgP0WE6kC2U7IMyWNbVSyJeyrNF+T0hdQuCT7g5CVM+KZY1Duxe2aFFqUc5uJ8Ookgkh3xjx0/O7h1HIk2K4wNjWVSqGRhm7mywtHNXOsqbN8qyJ2BQPNy6OAZgZlXwpyxpRUh0X6ZIzrJDPMxkUbRYLoFKWNfVQyLPzkemGb3vw4MHDsQaJWtbYP2N5jkOTZ1vjYR7B9arv3e9+N2699dai3//oRz/CFVdcUZNBefCwEPHYQAJPDiXxP/vGZ3soHhxAYMLcWA/5UiFcRElFVF7Tta0h9gZ9utKt7qGufntCfngWLWtY9Svx0C0XVFlMyJstCKxwG+qqbdNHP8Pq41sPnLCsAb/76Aacsaqp7p81HRDFtBOFfL5geP27CXUdStRZIc9cA34fh4CLzomWmJkwq/S9gtSyxthfuRop5EmhaHoe8ubQRivcdkTUAnnqfe4zLGvqHOrKFkxaYn5atCmnnCX3G434M8KxqU2TDeFuDnWdpkK+QsAmUc6T19FAYr3gTM6fmfDntyJL91EFixhmH5bzd7d7BrBFaEIGdzWH6DYFSYUks4GulTuToozdTc6B7Y5bRIO8yabGalkDAKfqtjXPziAhTy1rmHuW00JOKcuaeink6f0j6CsqcDRFzdcktaypMJbJTAH3b5lw1anD7h/PssaDBw8e3KGSZQ1g2NZMeoS8h3kAR7PF6667jv7HcRx+/OMfY8OGDfjABz6AD3zgA9i4cSNuv/128GUuDA8ejnXk9Al7fhYWuR7cw1DIa6QKz2lqyVKLRbJwu3BTKwBtUTwdOwWyqCeE/GRGs0moNQTqy2wmHbqbtM8dmhLr8rlOQMYW9HNo1BXHqXzpBbJByGuvpWRuKcsayb4YUQ5kmzOhjp9P8OsqVSeKaXKciNd/OdBjmFcwRC1r6mPHEGTIZ7dk2hKLv39ly5r6KeTb9QJiTTzk+blHyIeDjId8nZ+nLHkW8hsEbjnlbJ6xxqDFkVSh7PE1echPWyGvq7ULiu29m7XuAAylPCGqKSE/K6GuznIU2PtGWcsaJmyVgH2ukP2+rCNsUt3nRJla1jh5PtiFutayYMtxnCnY1WpZAwCnrTQI+VLCARZa90d1x7ggmS2tQn4OpImgVCGIhSgZnQREjd4Sr2+oa86kkLcWUKvzkP/R3wfwhd/twwNbJl2Mw7Os8eDBgwen+P223bjpsWch6UR8JcsawAh29Qh5D1Z86UtfAsdxpv/Wrl07q2Ny5CG/efNm088nn3wyAGDv3r0AgPb2drS3t+Pll1+u8fA8eFg4EHXFoegFjMwLUHVcgIPfx6EtHsBoqoCRpFikrgKAqay2sDp9ZSPu3zKBibSEFw+mqWrNLchidZFOyEuyilReRmPEdfRHWZSybSH2DFlRqcvnOhobQ4gQ65J0iYBW9m9Wy5qcqNh6PtPtu7Ks0V47E4Gu8wk+nbgtOCBorV7/5WBSyOuEfM8MeMi7JdOWtpuLBBUV8nYe8rUKddXPzZp4yJcgO/288wJMrcBaTth58NcDRgcRB57n0Bz1YzRZoOpeO+QYj3byrBhPF8oe33DQh8aID8mcPG0ilxDLqqqN32qdYiWMrfYnJBtjVjzky3QRsGALZuUIczZslUBkCrGfe/My7DiapXYvPp6DrKjIigoT7O6AkCcB4sz7aqmQB7RsiIFJ7R5od46s740iGuKRzMnYOZjFut5Y2e396493YGhKxJ0f2+DaXsfaQcNxHMIBHjlR0Qnn8s9Hcv34eONe2aZ3GU1kymc0VAs21JWdwzWEfUVZGc1R7e9TFToTic3TmIvipynU1SPkPXjw4KEs/rx7P9JiAQemkljZ2oyCrN3LnSjkPcsaD3Y47rjj8MADD9Cf/f6Z5zhYOPr0hx56qN7j8OBhwUPUiQthBhWFHqqHYFmMdzYFNUI+IdoudIlyvjUewCtWN+He58fx+M5E9YS8Tkw0R/2Ih31I52VMpAs1J8bzJSxrwgEeLTE/JjMShqbE2SHkmWPQQLzEyxDyGUEP1NTJnBhDTOVEpYgIMyxrnC/8SWGgfRqBvQsRhNDYl3oQZ9/2fqTFtOnvLMFSkBVMhiX4wOHE75UnbvIFBcmwhDsO8CjICtQwcNWfAyWV29NBTpSRCmvn12Ch8thYKIqKsbBBrlxxV/kxipKCqbCEwaTxOaOyCDUMvPWOAC1wVAO67RF334EF2Rd3D/B45HvF174kq5gIFzAgcZDTE1WP1Q2oQj7A0yIaKarV+zPJ5zkJezSUuD6qxN0/nEMyZ7bosKKrKYhkLlfRrqUSWPV4Viwm5PMMMan93/z39gbt3pav8761g9MuEfY7lfWQt1HI0+63AI9V3VGs6o4arw/ySOVlXSHv/PlgFH9lqh6PTPM4WsEGu9p1Fvl9PE7ub8CjOxJ4dm+yLCGfE2W8dCgDANgznMOGxXFXY7Fa1pAx5UTFkWUNIeQbI376XCAKeaGgqecrFWXcgr1/sAp5u+vRqUKeXEs5B10BBCZC3rOs8eDBg4eyyBe0+zBRuztSyEe0rtXJXL7Oo/Mwl5BKpZBMGrZ9oVAIoVBxV7Xf70d3d/dMDq0sHDMsS5YswRvf+EZceumlePWrXz3rlQQPHuYbBKKQl2dedebBPQjRQxacJChxxMaXWVVVStA0R/2UkH9iVwIfe93iqj6fhtuFfGiN+3VCXsKyGmd7lvNR724OUkJ+dU+06O/1BkuIEBWdIGlt9naqRRL4Sl4bCvDgOUBRgawoFxHy+Sosaxa3aZO8ld0Rl99mYYOQzy8lfoyUdKjyGzhABjCYcrBxDsgp2v8BYDRT7SidfRYAyKrDsdm8F3A4Rs7yOfr7R2rx/azbrnIbWRnIltqGfgyh87bxoDtSzy3sLGvq7XNuJeSbHBB1+YJBeBP7l7+9NAFZAVb3RGgmiRXnb2zFVHYEG12So1bwPIdQgIdQUGztQ4zQUbOHPMFsWtZkHOYosOrz8h7ypMPG+C5Gobf4fdGQTyfklaKifPnxGAHihKyudcYIq+q2HjOC01Y0UkL+Pef0lNzWIJMNc2hMqJqQZ5XlpEiQc3DeTGWLi1ORoA+RoEbqT6YL9SPkmesSABojxZ9DsoAq+dmTbboJQGYJec+yxoMHDx5Ko6AokHTrPUKu0w4tTyHvwYL169ebfr7hhhvwpS99qeh1u3fvxqJFixAOh3HmmWfipptuwpIlS2ZolMVwzKr/6le/wt13340PfehDGB0dxUUXXYRLL70Ul1xyCZqbm+s4RA8eFgYIES94hPy8gDXQjYTujSSLW5MzzCK8JebH6Ssb4eM5HBzL48h4Hn1t4aL3VAL10g3yaIkFcGhMwGQdgl3LEfJdTUFsP5rF0NTsTGjYsWn2JpraPZ2X0RovHm9aMBPyHMchGtK6CzJ5Be0NpbfvFG87vRMb+mJY1zvzBYq5DOLjXFByAACe49EV76J/ZxXymbyMjCgjEuDRUKHzQpQUE/nJc1zd/PvzBYWqmIM+nqoknWI8XYCsd0J1NATKWi5IsoqJTIF+H0VVKTnT0RDEdNwaVFXFqL6t9oYA+Co2lhVkpAUZ4QBv2x0jKyrG0wVwADoag4gH47j+3OurH7QDEMuJcIC3tfypBwRGVQswCnmnljVxM7l94aa2ku9737k9eO853TWx6ogGNULejhwl1k8duhLe6kc+m6GupAMqVsHyiSWkSwUPA4yVjI1C3q4QS7abFWTqqe+IkGfCY4mNUz0sawhKZW+QjrwXDqaRLyglXzdsIuTdKwjtQp/JvnPiIW8NdCVoifmRE0VMZCT0lb5UqgK9LgM+tDaUV8iT3yWy5e1zqiPkjXNxKiNBVtRpdUR58ODBw0KFIDH3S51clxyEurZ4hPwxiW3btqG3t5f+bKeOP/300/Hzn/8ca9asweDgIL785S/j7LPPxtatW9HQ0FD0+pmA49Xmueeei3PPPRff/va38fLLL+Puu+/G97//fVx55ZV4xStegUsvvRSXXnopli9fXs/xevAwbyHqhK3oWdbMC4gWb3WiahxJFBPyZHEZDvC0lf74pXE8vz+FJ3Yl8PYzp0HIh3y0VX0iXV6tVQ0I6WC3cO/RwzOHbL7zTIANXeV5DtGgDxlB1gn5YlI2Y/GQBzRSJJ2XkbUJdq2GkPf7OGxcUl8l8HyEYc+inU9d8S5s/oiWP6OqKgpCAYGQRlJ//nd78cCWSXzkVX244pXlWwa3H83gfbdupz+vWRTFLz+0vsw7qsfft07gc3fsAwCcvbYZ33rXSlfvv+anO/HPfZqc/KnPn1yWWD08nse/fGcrokEeD33kJAwnRFz6zZfg4zk8/pGTpk3Knv+1zUjlZdxx9XHo73TfzfGrRwfxX/cdxSXr2vDFt/YX/X14SsSl33oJfh+Hxz9y8rTG6hTkeo0E2FBX58/TdF4CrxfpnCJfgpAv6yHPWmMwxB/HGaHfpVAr32wyXut9LyPI1CZjcZt2f48EzPdLokyelVBX0hlWQV3Oqs/LEeZ2oa5imc4oQqLnRAViicBzO1BrHIaMrrVC3hTqWuKZtawjjI4GLe9my6HSGTYmhfx4FYS8ft2ZCXnt+zqzrNGOh5UMb9V98ifrYOWStymU2Y0BMBTyoqSWtc8h17qTIoT1PYDWvTeZKVCbKA8ePHjwYECQjLmW1bLG74W6erCgoaEBjY3lrYJf+9rX0n9v2rQJp59+OpYuXYrf//73uPLKK+s9RFtUJd847rjj8NnPfhZPPfUUDhw4gMsvvxx///vfsWHDBmzYsAF//vOfaz1ODx7mPQRPIT+vIFrUcZ1lLGuIcr2FUdS+YnUTAOCJXYmqPt8gJni06tudqMMi1QgttFHI6+GZQ1OzRcibQ1fjFYJdraGuAGtZYEPIl1FKenAHayheORwe0ybIS9orF6qsREi9Al0BM7FXjbqVLRJVIlapB7p+DmZpmCVfE1KWBHNWGxpoR7ixIMdbrjLUVZIVfPQXu3DDnfscv4e1nAhRQt7Z8zRfUHDF97fhfbdudzVma9GuOUbCHstY1jB2Yywhf+LSOLqaZoZ4I/c9K1F4ZFy79pqjftqdwnqdx8M++l3dqH5rBfY6KAeTQt6BZQ1bmKBhrTZEOyGV3Ya6xmzuF6VsZaoFSyKX2jbHcZSEf2Zv0vY1AExdb9Up5PX7A7NvyHnjxE89kdXuS00Rq0KehCDXXnxQykPergOIDY5OlLnWBdG9Qt56TXq2NR48ePBgjxyjkKeEvEvLGlWdeSHkYDqDJ48Mzspne3CH5uZmrF69Gnv27Jm1MUx7ttjd3Y2rrroKv/vd7/C3v/0NX/3qVxEMepV+Dx6sEHQSQKySwPAws7D6zFKFvI1lDSFnWKXVWWs0Qv65/SlIVRRh7BXy9bSsKSYnemabkLcUC0iwaypvv0C2I+QNhWTxMbB2QXioHkQhX2nuqaoqVWQucWDlZCXku+tKyBfbL7iBm7GRc1pWVEiySgnDSspgp2jX7xmj1RLyNh7RLMjvVbU6Uv6f+1J4ancSf3txwrZYZgfWz50cK8GhQn770QyGEiIOjuVdEZBWhTy5x5ezD8sy1jqsvdKFx9fYg6MMSinkD+vXHlHHA1rHAUFDxE+JyFlRyDPPvXKImDzky4W6EisZ7btIsgryOLZ7H3l9TpSLCsLlQPJKCHw8V9ZKpxqwNiulFPKAYVvzzJ7ShPxwglXIC1BcXsMFMj+ytaypfD0ThbzVFox0AdTDno9aXgW1UGgyn7BTyHMcR4tvk9nSYyH3h1zB2T0MKL4mqy2aevDgwcNChyAXW9YUHFjWEEK+oCjIFmpf4K2EHzz7Er715PPYO1mdKM/DzCGdTmPv3r3o6Smdu1Nv1IyF2L17N1796lfjzW9+My644IJabdaDhwUDz0N+fsGqjiMe8qMJsajiTYK/WIX8svYwfDwHUVIxnnI/GWBb950GjFUDoQwpTdScs07I62OLOVTIsyRulPEELrn9MgpLD87gVCE/liogJyrw8cCilsoEdtSilO2uo8LYpJCvIlDwirO60NMcxDvP6qr4WvacEyWFEobW71st2vUC4liqumtXIgrYEi3B7K+lKmzYHt42Rf/tlJAiyttwgEcwYCjknSiQth42knJ3DWYdj9PqIb9U7+rYOZClpCQLVVVN1hhNET96W0JojvrxmuNaHH/udFHKz9sg5MNFrwW0oifxlBcc7ttagoSvVgr0NFnWlLn3WC1r2I4KO0KeVci7CXXlOM40pmiwNp0uLEiRzceXLxKcukLzQN05mC1prcRa1ggFBaM2nX/lYFewi7jorDA85M3HuTVWP/EBGRc530n3ih0hDzB5EWXmXcR+RrDpCpBkxfZ7WK9Jj5D34MGDB3vkWcsaPdRVcmBZE/T5EAvoa+e8+y6w6YKo+RPC7KyfPZTGJz/5STzyyCM4cOAAnnjiCbz5zW+Gz+fD5ZdfPmtj8mSBHjzMEAgRX1BUKF4L05yHWDDbmRhBdyqSOTO5O6UrqIiiCgB4nkOH/p4Rl6SYqqpUzRUN8XVVyOfLWNYQxe94ulD38EQ7CJZgXaJoy1Qg5BsijEI+XGxZQLdvIds8VA+qkK/wOqJO7mkJmewOSiFsUZ52NxcH9NQKoWla1jTHAvjjJzbio69dXPG1LMknSIpjZbBTkHuPW6KNgARTlrSsYQ6K5FJdqygq/rF9iv48atN1ZAeBIdTIPUFVnRUEth5O03+7IeStCvlV3RG0xPzIigq2MCQ/gSipILsjEtSyL372b+vw3x9eX5L4qwcIOWy1DzmsW9aYFPIMkdwQ8THdG9UVW6YD4zoof/1FTZY15RTyBsGuKKqZkLc5t02hri4LtuyYa21XA2jP47ef2YkPvHpRWbK/ozGI/s4wVBX45z57lTwpspPNHHRpW0Mta5h96MayhoQiWy1rDIV87cUHRkFPOydIB2CpkHCi3i9FyEuyQq8Pu/Dkz/9uH17/jZdwdMLsYWzdP55ljYf5iqMTAn75j8GSIhkPHqaLvCXUVVVVR5Y1gKGSnw0feaLsJ8UDD3MHR44cweWXX441a9bg7W9/O9ra2vDUU0+ho6Nj1sbksRAePMwQ2DBXL9h17sNqWRMK8FSpbrWtsVPIA0BHY3WkmCAZbfWReivkywSbNkf99Pd2Ybb1hnVscWpZU4KQ18mceMg4DsQCJGNjWVOuO8CDO1ClZIVb2yGdEHRiVwNoylNWLTtjljVVEuNOVbE8Y2khFlRTZkQtMG0PeYeWNYB70nbrkQwNFgWcE1IGOe6zFDTKf76qqlUr5POWexDPczh9pWYJ8tTu4lZkVh1MiL+mqH/GQxsjNJy0hGVNu71CPh72m+6HwgwXYjMOrZvCJsuaMgp55nW5ggKhYBDJPF/8vihTyDC85p1dk+yYa1VYY8FxHD5xyRL8n1cvqvja03Tbmmf3por+JskqLYKtWxQF4D7YtWDJ2AGYc06/BhJZCekS9nJUIW+ZM7XMgPiAFNc+fPFiXHtRH7UXtIIq5Et0GeQLKvPv4uvkpUNpyIpaVOwg4oBGXTgwXofv6sHDTOBHfz+K//u/R/HAlonZHoqHBQpWIS+pKtJiAQVFu4cGfeWfs6yP/ExDlDxCfq7ijjvuwMDAAARBwJEjR3DHHXdgxYoVszomj4Xw4GGGIDI3ZdG7Qc952LWrUx95CzlNFFTNUSshr9vcOFSAErD2KtFgfRXy5Qh5juOoRchs2NaILkJdFUWlXtTmUFftvbahrpYuCA/Vg3qKV3gdUcgvaXeudJ85Qn56Cnm3MIJda6+QJ6rPqj3kJdISbE92+qahkH9426TpZ6djZC1rWGVupe6dkUTBRPrvGsw5tmKx66I5faVG4D1l49FNCPCAj3MVdFxrGIR8ZYV82OQh79PIan3oMxnsqigqtW6qZFnDkt+lbJUAs7d7VpAr2tBQhbwou34+1Fsh7wYGIV98jo4mRSiqdm2fsEyzt3GvkC++P5BOixcPpPCxX+zCxTe9gHd+f5ttxkQiV0IhX0fxQY6xkgKAFV0RvPvs7pLnQiWFfJ7xjbfa0IiSggk9mNaaxUCuqb5W7Rr0FPIe5iuO6N0fpUQyHjxMF4JkPrcm84Lx/KmgkG8Jh+l7ZhpEIV9NxpKHYw+O+2fvvvvusn/fv3//tAfjwcNChsCoCD0f+bkPKxkMAJ1NAewcBEYsineioLIGlFWrkGcXjjzPUUI+KyrIizLCNQp+BAx1aSnblu7mIA6O5TE0mwp5f2VCPivKNFA0Fi5WKpb1kPcU8tOGz0ZtaofDLgJdCWJhH5DQjpO16FVLmENda69wLfV5gqTUPtRVJ+TH6mRZw3EcfDxHQ2mdQlVVPKL7x/e2hHB0UnA0RlVVDYWr7s8d8nMQJLUiIb/1iGZX098ZxqGxPKayEkaSBZqRUQ5WhTwAqpDfOZDFZKaAFsaqzEr6zRasamUASOclSnSaPeQZy5qwT9u3AR450VCUzwTYscYqWNZEHCrkOY5DNORDOi8jKyh0IV/qPeR5kRMUQD89HFvWMPtxJu4f5XBifwN8vEaYDUwIWNRqFGDIs7yrMYhlHdp5cLgGljVkDvH8AcMeajghIiPIaLQQ74kM8ZC3WtbUUyGv3WOdXpsVFfIMCW8tXLGiDSshT+4Rva1hbDuarct39eBhJkCEOpK3pvVQJ7AKeUAn5B2EugKzp5CXVZWO0VPIe3ACxyvbN73pTRVfU+sAIw8eFhJEZsIieJY1cxosycQuxisq5IsI+eoU8kTNTRaOsRCPoF8LiJ3ISFhUS0K+jIc8gFlVyOeppYx2DMoR8uR3fh9nOmYxEtJXxrKmHKHjwRkCVCFf/t52aEy3rGl3TsgTtXpPc7Cu84wZV8jrnycUFGqpVKtQ144GI9RVVVXX+02yIdys8Ps0Ql528TzbO5zDkQkBQT+HS05qw4/+PuBIIcra0hDiL+jnIUgyLZ6WArGrOam/ATzHYe9wDrsGs1UT8m0NAazqjmD3UA7P7EniouPbil4/27kUkUCxhzxRx7fG/bbB14CR0xHyE0J+5haTpGjKc5WLpKZQ1woK9miQ1wh5pmhb6nkXZRTy5JJxEuoKmLtbZuL+UQ6xkA/H9cXx0qE0ntmbxJtaDW9U8izvbg7Swmi1HvLsvlmj298sagni4uPb8MtHhyDJKrIWQl6SVaqotc6ZCCGfzMkoSIqjnBGnYDtsnIBkApVS67MFJCshzwoYrLZPpIumr81TyHuYvxAlhZ67M5014uHYQV62KuTzBiFfpjsOAFqIh3xuZgl5kRmzR8h7cALHMx1FUSr+J8tey5IHD6Vg9pD3btBzGQU2+I1ZEBLFe7GHvDYpZZWSANBJXu9SXW61r+A4Dq2xYuWYUoNWOCvpbQWxCJkNQr5YIa8t3tM2anca6KorPAkIwVku1NVTyE8fTjzkJVmlLc6uFfKAIwJ1OjD7Iddf4UrOO1FSa25Z08aEUFcTuGZ4yJe+NkiwqxvLmod1dfzpKxtpUWbMQei1YPJmNwh5oLLPOQl03dAXx+oejTR06iNPFOJWEu+MVbptzW6zJQgh/erhIe4Gdh7yhl2N+dpj/dgbdOKUfF+WaNw5kMWRCl7jLx5MuS5AE2QFY99VKiA5VciT7QFaobtSbkjE5CFf3CVX9nOCM3v/qITTVmh2NFbbmqEp7Tzobg5iia6QH5wSXQW322VMnL22Gf/7uRNw13Ub8cHze2nRJ2uxc0kxvvINYTMh3xD20W6ryRLK9GrBdtg4ASkWJLL2hHneQsizNljDU5UV8kt0Qn48VXBsoeXBw1wB2/lb8Ah5D3VC3mJZM5UTaEdGRYV8ZHYU8qLkEfIe3MFjITx4mCEInkJ+3oBVY9p7yFssa0p4yNPXu1RAkQVbjFnUt8TN3qrDCRFvu2UrPvPbva62bUUlUtog5GfBg69gDtWjCvlc8UKdkI6sXQ1QwbLGC3WtGfwOLGsGpgTIiopwgKfFLScgxE49/eMBczdMrZTq5T/PUMhT7+waEXmhAE9DA6vxka8U6sr+zY06jvjHv2p9iyufe0IsB/0cJewIEVuOSCxICnYMaOT7hsUxrOmJAHBOyJdSvJ+xSrOteWT7lCm4khT+Zl0hb+MhTwNd20KW15otawAm30D//iNJEVf+cDve/X+30RwIK/YO53D17TurfiaRzrBK/vHamI39W66Lg91eRpCNoNaSljVGIUOs4Ddf/F7Wsmb2nymnEh/5fSlT8Z5VyLfGtG4JVQWOjDt/xhdK7MemqJ8WU2i3geXZSwJdG8K+ovsLz3M0xL7WVi7EYoZ0j1RCS7S8n73AXFuqap43DpdRyOepZU1I/7tqm3HjwcNcBrsm8Ah5D/VCOcuayh7ys0PIC6xC3iu2enCAqsxYBwYG8Nhjj2FkZASKpfLzkY98pCYD8+BhocELdZ0/IAtxH28mpDp1hS6rkBcKClWAtZTxkHdjG0FIHXZRz3qryoqKG+7chyMTAgZ1ktOph7cVFS1rmrUJzax4yBOFoj42QhbZKuRJoGvInpDPWCxrJFkBqZF5oa7Th5NQ18NjRqAk7+J8bdPP/aUubG6qAXut18rLvRxYD3lCOEdqWAhobwggmZMxlixgeWfE1XsdWda4VMgPTAjYPZSDj9fUtCm9sDaWrKwQtSPGDdK49Ht3D+UgSioaIz4sbgthla6Q3zkwPUL+pGUNWN4Zxr6RPP7w9Cjee26P9vo54yFf2rJmcav5Ooow3y1OCXnj3ASA5/alUJBVFGQVn71jL37ywXVF+2TPkLZPtx/NVmU3YnSJVH6fW8sabfsKeI4UcyqFuiqIhsixd+ghP4dCXQGtABUN8khkJewaymLtohgA41ne3RwCx3FY2h7CtqNZHBrPY3lX5fuErKggl3w5ywCqkLc8e4mAoSlmvwRtjfsxlipgMl1bhXzOpUK+iSrkK1vWANpcilwTJssay/2JvK8lFkAs5ENGkDGWKtAOQA8e5gPYrlnPssZDvUBCXRuCAaTEgtlDvqJlDQl1dWfJNl0InmWNB5dw/fT/+c9/jg9+8IMIBoNoa2szEUwcx3mEvAcPNpAUFex8xQt1ndugymzLop0q3hlCngR++XiOkhkE7frrhYKCVL442KwUMkzrPgEh+yfTEn728CA268FpsqKR9MSv3i0qKuT1IsRwQoSiqK6I1OlCtCjYifo9lbMh5PXfWY9BzGJZ88Xf78Oe4Rz+4/IV9DWeQn76KKekJjhEAl1dEuvvOacbi9tCeN2J7VWNzSk4jkNz1I9ETipJFtUSrAo5U+NQV0DLsNg3ksfRSffqINoSXOa4krWQ7JCQf2znFADghKUNaIr6aUdCXvfQD5U5hey83J0o5KldzeI4OI6jljWDUyJSOYlatJSCoAdBWu8RPM/h3Wf34Mt/2I87nhzGO17RhbAehAo4J/3qBUII502WNbpCvt2ikGeI5FKWNZv3p+hr9gzlcMtfDuMzb1xq2g5RBcuKigNjeazqjroas5trwI1Cnu2SIudMqaBW8tk5QYEYdqmQZ8Y9EwW9SvD7eJywrAFP7ErguX0pg5AnCnn92b6kXQsXLdX5YAWrhi13348Ezc9egoReiGsqce1pBdgcbr77IK56zSJcfEJb1YIDAklWKGnotFhC5lzJnAxJVorsu6y+8TlRpiG1wyVCXVVVpcXXcJBHe0OAEvLLOtwVTT14mE2wRSdPIe+hXsjphHx3PIbUxBSm8nnnljW6Qj4lFlBQlIqvrxUEk2WNd214qAzXZ+a///u/44tf/CISiQQOHDiA/fv30//27dtXjzF68DDvYSXgRW/yMqchWpTZBETxnhUUapHC2tVYFfBh1jYi6bz9mizYWMUdUcg/unMKP3loAIBBiFk97Z1CVVVDhV6ClO5sCoDjtH1Sa0/XSjDU+9p+JQp5u/ZuqpAvYVmTycuYSBdw30sT2DucwxfvNJ5XpcgZD87hxLKGED5u/OMBjVh++5ldRce2HrjxsuX4+juWU1V+PUEJeUll/LNrt2BY36sRcC8cSFV4ZTHqYVkzMKndp9b3aeMKB330mFYKNrQLZAw58JAnga7H6Z/ZGPGjR7c+KmdbQ75TvoSHPABcuKkF3U1BTKQl/Pn5Mf317mwx6oUwo/QmKOUhzyrk2VBXwLgHP6+fQ+84sxMA8Kd/jpqsegAzQbNnKOd6zJm8btvk4Brw8UZ4d0WFPPUyl6laOVjSQ94gkSs9G4s/Z24p5AHg5OWaj/xzekFFVVWTZQ1gnA9Og11NGTtl7g/REgr5RFZ7VjdF7Qn5d57VjfaGAAanRHzlrgN45/dfNhWEqkHeJoOiEhojfhrsm7ARAeQt3vjsZ7Dq4TyzvwqySjvzIgGeZn2Me8GuHuYZhj2FvIcZgKBb1vTEtQL/ZE6gLgOVFPLxYAA+/SaemEHbGk8h78EtXM8Ys9ksLrvsMvAzVGXy4GEhwGpR4ynk5zaEEv6o0ZCPEhYkuM4IdLVfXBJVvZugO9q6z6jsWvXtbz2cgaICl5zYhnU64Wb1tHcK1vO01CLV7+Op1/NM+8gLFrsI6iGfl4ssLkiBpEghHzSC5TYzxOT2oxoZF/Jzjq2EPJSGE4U8IQSXWBS6cwknL2/EeRtaZ+SzCJE4khCRyTv3z3YKlowrZwmTzEn48YMDGJgs9oStJSFPuolYIo7cWyoFu5J7gTnM0wjFtcPh8Tz1rD9haZz+vlKw641/PIDX/scLODyeL7oHsfD7eFzxyi4AwK8fG4IkG+rX2SZkybODkITJnEStN/pazddfKMCjtyWElpifEoRs98ZYSsThcQEcB1z1mkXobgpCVYttf1iCZu+we0I+SwvRzq4BYvFRaV8Tgj8jKBV94aOM1U+peUApmBTysxzqS3Byv3YPeOFAGpKsIpGV6DlBQrKX6sGuh8acPd+dKuTZQggLEpJqzdwhOG1lI/7w8Q249qI+NEZ8ODCax3/+5ZCjsZUCKej5+ModFQQ+nqNdjVM2PvLFCnntZ1VVMVJCIc9aSEWCPC38jtfYL9+Kh7dN4q5nRuv6GR6OLZgV8t6a1kN9QEJde+LaencsZ8wtAnz55yzPcVQl78RHfsfYBJ4+OlTtUClEhpCXPULegwO4XjFceeWVuPPOO+sxFg8eFiysinjRm7zMadBFuw0JY/WRpwr5EoQ8UdWPuPBgt1PLtjKK3cVtIXzi9UuqIvtZsAvFcj7qpLWdVX3NBKyhq8QfXlHNyk8AlNAsVsgbwXLE5qe3xSCkPLua2sCNQn5xnb3g5wuIt/XtDw5gj05g1pLI27g4hoCPw2iygCMTpRcj37rnEG5/cADf+9sR+jvDQ7709eHWQ37KhojraDByNsrBzss9qHt7i4Xi56mqqrjpTwchSCpOW9FAixMAS8gXk8aqquLBlyeRzMm465lRW6scFpee3I7mqB8DkyL+vnVizlnWkOIusatpbwgUnWMcx+GX16zH7z66gRLVrGUNuW+u7o6iIeLH2l5t/+2wEPImhfywM49+FlkXoa4A8OGL+3DFK7uwrKP8/YS1rKlEshP7nnxBQU6Y36GugHauN4Q1n/Jdg1l6jFrjfnpOk44lt5Y1fl/5YnbpUNfyCnlA655599nduP3qtQCAg6N5UzCtWxgdNj5XBXhyr5rKFN+f8gXZ8rP2Gam8bJqfmAl57T0BH2cSO1TqEJoOsoKML/xuH26++2DFwqdTTKQL9LssdBTKdGAdy/A85D3MBIjavFsn5Fn+xIkFDSHkJysQ8plCAV/5xzP45hPPYTzrXlDAwrOs8eAWrmeMN910Ex555BG86lWvwoc//GFcd911pv88ePBQDKsiXvAmL3MapSxrAJZg1xZQRPVZmpAnBL7zBZedly7Zjt/H4atvX45YyGeMxcW2WQg0vJYrq3Sjwa4zTcgTewH9OIQCPB0nUcQTVAp1LcgqntmTBABcc1EvXnNcC92mh+mjkkJeklWM6qTDopa5q5CfSVz2ii6ctqKBFo2Cfs5ULJouwkEftWp5bp+95cP2oxnc99IEAODp3QlajHQU6upSIZ+wKV6SnI1KhFS+rGVN8ef/zz/H8Nz+FMIBHp954zITCVdOIT+SLCCl31v+snmc3mdKdRCFgz5q4/LLR4co8ReZ5fuK1QOeDVS2QzzsMxGkhp2SQu1CTlimdRms073IrYS8SSFfhWVN1iY7pRxee0IbPnLx4ooEK+2SYhTypQrQDWE/LQiQ7AWnFidRhoSfK4S8j+dwwjLSKZOkz/CeZuM8IOfEVFYqGWDKghCU5exqgNKhrgnaKVP5OPe1huH3cRAkdVrB8nmbDhsnIPeqKZv9YrWsIcS7dZ7E3p9yltDntgZt+/W0rHnpUJoWUWpB/CdzEt7yn1vwju++jMEq8knmE7YdyeC8r23Gzx8ZnO2hzCmoqup5yLtEOi9R73MPzpHTLWtaIiEELQIRa66HHZwS8k8cHoQgy1ABjOWmFwLrWdZ4cAvXqWU33XQT7rvvPqxZswYAikJdPXjwUAyrQl7wbtBzGuVUdNZgV6KQb4nZe053NhIFqPPFZM5GIX/C0jjef24PNi6JUasaotavViFPFpShQPl7N/Ganc6CuBoYgbPa+DiOQzzkw1RWQjovo6vJeG2qRKgrW9QgHrknLmvAqSsaocJsZeGhenAcVzZ4byJTgKpqBFFLGWXksYTVPVF8//1rtBDM0bzJU7hWOHl5A144mMbz+1N406kdpr+pqmpSxWdFBc/vT+GMVU2GCrbMMXWrkCfKWDuFfEUPeaKQZ65nw7LG/Dy9f8sEvnGPZnHxwfMXoddi0bJGJ+T3j+YgFBRTUW4fY7XCknDlSNl/OaMTv3p0CHuGcvTeHZnlUE/WegVgAl0d5jcYljUq9Y8/Sbc/MRTyGfr6dF6mhQxAK2wkc5LjIHPAyAaJ1pjMjjLB3tYirxV+H4d3n92F2x4YoL+rRiE/F0JdCU5e3oBHd0zhuX0pSmCQZzqgjbujMYDRZAGHxvPYGC3/THRiZwUYpHPGoqQ2rKsq3+v8Pg6L20LYP5LHobE8Leb+5vEhPLp9Ct9810pqXVQOdh02TmAo5IsJ+VwJy5phyzyJVcgbhQHt/GiLa8ehnoT8c4z/vpOCSyUcnRCQExXkRBEf/vku/PCqtTOSuTIbeOFgCoKk4tm9Sbzv3J7ZHs6cQSIrmc5rj5Avj1ROwqXfeglrF8Vw65VrZns48wpEbR72+9ESDmM4owkBeI6j/vDl0OLQsuahA8ZceLp+86wI0yPkPTiB61nvt7/9bfz0pz/F9u3b8fDDD+Ohhx6i/z344IP1GKMHD/Menof8/AKZaNotxDstFjTEQ76UHypRto+6WHBlbRTyPM/hXy/oxVlrmo1tN7i3w2EhVFALElBCfrYsa5jxxSPER968sEwL2s/Wxbnfx5lCW5d1hNEaD6Ax4sd/XL4Cl72iqy5jPxZRjqAZT2vHpy3uB+/A3uZYgo/nsKIrgkWtte8cICSqnY/8YzsTeH5/CkE/hzNXNQIAHt+ZAGB4wvrL+GfXwkOeFCDGqrGs0cfGEvJ3PTOKf//9PsiKigs3teIdZxZf351NATRF/ZAVYN+IWcm9d8Re2V2OyGuM+PHm07RiB1FVz7ZCmljmFGQVkqxQy6JSCvmi9+vfd3BKwP4Rjcwnxcu1izRC/tCYQO/DhIRsjPioxZlblXzGpWWNU7CWNaIDX/jLXtFFrUQA56HfbAF9ti2LWBAf+RcPpnFUPw+IfzwBsa057MC2hpBvTsN0c9NQyAPAUt3i7MCoNjZVVfHLfwzh+QNpPLk76WgbxF7F7XEpq5C3EPLk53KEPLHvIfcHcp7V00P+eYaQtyssuAVrQXR4XMDHfrGraD62UDCpz1sma7DfFhKs4hxP+V0eA5MisoJiKmJ7cIa8rpAP+XyUXAec2dUAYDzkSz/bjqbS2Dk+SX9OCNNb65IgWsCzrPHgDK5laqFQCGeddVY9xuLBw4KFlYC3KuY9zC2Us6wxPOSdWta4V8jTUNcKxAQdS5XqqnKBhSwIwTLskpC/e/vd+OYj30RaTFc1vlFZhBoG3nJHgKqvJ3IFSGEVl//Bbzo+k5kCCmEVn37Yjy8+bv4+Y4ECFL92TMfzPE78nqfQrgdGfSJkTNr+jSig22usAPdQHhsXxxH0cxhLFXBoTKABjpKs4r/u0xRBl53ZhY1L4nhydxKP7pjCdZcsdmZZ40IhX5AUSriyhDy5P46VIaRkRcX9uq0OeT1g3J/J/frBlydx890HAQBvPa0Dn3z9EtviD8dxWN0dwbP7Utg1mKUdR4BBIr/2hDb89YVx47Mq3CMvf0UXfv/kCCUrZ5uQZ1XmOVGhgcqOFfL6vn1at/la3hlGs94F1hwLoLspiKGEiJ0DWZy8vJEGfnc3B9HZqP1tz3AOJ/Y32H+ADYjvdq0DUcn2tFBX/dle5nhGgj5cfd4i3Pgn7Vyyy5Kx/Zzg3FTIr+yKoDHiQzIn4xE95Lin2UzIL+0I47n9KUp6lwMp1lUKR42VDHUtLsyVw5J2s8f9aKpACdL9JQpoVuSrtJIqp5C3WtZQhbw+TyLXiMAUDHOWOVdbnT3kM4KM7UcNEjCZm77ve0YvsPQ0B5EvKNg1mMMnfrUH33//asfdJPMF5DybqHPo7nyDVZzjeciXB7lnZgUFiqJ6ohQXMBTyPkquA84JeULiT+ZKq94fZtTxAJAQpquQ9yxrPLiDa1biox/9KL7//e/je9/7Xj3G48HDgoTVM95TyM9tUJ9ZGysXa5DqJLWsqaCQd+HzTomJCqQOHUtChKqqrm3DhAqBhQREIT845W6S8s1Hvond47tdvccE/euMWEUlHDBhtw7ngIk8ADtOQd9WWgLS9nbaHqYL5vSLB822B0QhTzzDPcwMQgEeGxbH8fz+FJ7bn6KE/N3PjeHAaB5NUT/ee243fDyHoJ/D4JSI/SN5SiyXDXV1oZBP5LTjz3NAA2MrRUMNyxQs73pmFC8fySAW8uGdZxmK9yD1kNfuY49unwIAvP6kNnzqDUvK3g9XL4pSQp4FUci/an0zBicFvHBQKyZWukd2NAbxuhPa8D/PjQHQwiNnEwE/Dx/PQVZUZEWFsaxxppAnzz7y3LIS62t7oxhKiNihE/JEFdzVFMLyzjAe25nA3mF3Cnkj1LXGljUkXFSUK3rIE1xyYjse3jYFUVLQ7tCOg1XIz3ZBhgXPczipvwEPb5uiQoLuZvN5sKIrAgDY7aCroSA5s6wpHeqqixgcEvJEIU8s53Yx2QVOCghA9R7yLS4U8oIe8krUw0vawxohz1rWWOZ25P6XzGnn5k8eGsA/96XwnfescmX3VAovHUyDXW7UwrKGHM/FbSFce9Fi/NtPduKFg2n870sTeP1J7dPe/lwCCSJPZCXIilrWlu9YAiHkg34OoqR6ljUVUGBzJApKzbvAFipkVaUOA2G/Hy0R47nlxD8eAFoi2vOjlGWNrKp4+OBRAMCihhgGUhkk8tNVyHuEvAd3cP20f+aZZ/Dggw/i3nvvxXHHHYdAwDxRveuuu2o2OAA4evQoPv3pT+Ovf/0rstksVq5ciZ/97Gc45ZRTAGitizfccANuv/12TE1N4ayzzsKtt96KVatW1XQcHjxMB6KnkJ9XICo6W8saq0I+U35xSSxuJjMSRElxpCByqpAnizlBUpHMyY4VZwRCmU4AFoSQT+ZkZAXZsYKRKON5jkdX3J01jAqj6NHeEACvk2uJrARBUtAQ9pl8msdSBSiqipZYoEi5N5EuUBVvWzzgLarqBHIMepubcf251xf9DfAU8rOBk/sbdEI+ibec1oGMIOP2B7UFyJWv7qE2T6csb8QTuxJ4dMcUJdnLeciT60h2oJAn/vFNUbNlUUeDEepqtdQBtHvAD+7X1EvXXNiL9gajoGO1rCG2Dycta6hYnFxjE+wqKyoO6IT88s4ILj25nRLy4Qo5GwDwrrO7cffzY1DVuUHIRoI80nkZIwmRKmP7HNoiWbumTlpmIeQXRfHwtika7EoImu7mICV39wwVh+aWQ70sa8j2Mnm5bD4MC7+Pw3fe424dYVLI17ioMF2crBPyBN0WhTwJOt5tE3RshVPLmgjTmUCgqiqSOXcKeVJEJIQ8GybsVCGfo3k57s4t4nM/lSkWVBBCnhS+8pZQ1yXtITyzFyaFPBFbkCyMxogPfh8HSVbxwJYJ/PyRIQBacfGSGpDbrH88YF9YcIsMMz9dsyiKd5zZiZ8+PIgndyUWHCE/oQsJFFULsy2VFXWsgRRgF7WEcGA07xHyFcDun4wge4S8Q7DWL2G/Dy1ho8Mv6NKyplSo60vDY5jI5REPBvCaZYvx6y07kJymZY3oech7cAnXhHxzczPe8pa31GMsRZicnMRZZ52FV7/61fjrX/+Kjo4O7N69Gy0tLfQ13/jGN/C9730Pv/jFL9Df349///d/x0UXXYRt27YhHHbWmuvBQ70hKp5Cfj7BWLQXP/CJZUIiKyFfUOgCp9REvSnqpyqSsWTBkU901ibU1Q6hAI+WmB+TGQkjSdE9Ie9QIR8P+xEP+5DOyxhOiOjvjLj6nK54FzZ/ZLOr92QEGa/5qvaeRz59EiWIvvvXw/jN48N4+wmd+MTrl9DXv/orzyMrKrjzXzfQFneCD96+Ay8cTKOvLYQ/fGyjq3F4cI5Lv/kShhMifv7mdSYbEIBRyHuE/Izj5P4G3A7NS1hVVdz51Agm0hL62kJ4CxP0esYqjZDfcjjNKORr4yFPCC3rPaqNKSqm8zJaLdO2//zzYWQFBcf1xfBmSyht0GJZQ2wFnATjriIE5JAR7Hp0QoAgqQgFePS2htDRGMCvHxtCSyzgSI21pD2My1/RhftenMDGJbGKr683CCG/UydZOxsDplDccrA+E060EPLk+iaeuIZCPohV3dq+3TuSc9W55bQQ7RbUQ15Uyhbbp4tIkMfqngiyooJmB4GlM4mTlzeafrYS8iu6IuA4zQ5mIl1Aa5muAKehrkQFnmMsa9J5mSq2HRPy+vN8NFlARpBNRbRD4wIkWa04llyVCvmyHvI6ud4c9WM8XaCkP8n0IeMmQcLae8we8hzHoS0ewHBCxLfuPUxf9/yBVE0IeeIfv7ongl2Dudoo5EVz4ezM1U346cODeGZvcsGpyFmrosm0R8gTkKLT4jaNkPcsa8qDJWitHUMeSiOvK815jkOA502WNU4V8s1MqKvdfOShA9p995wlvWjT1fS1tKyRbYQmHjxY4ZqQ/9nPflaPcdji5ptvxuLFi02f2d/fT/+tqipuueUWfOELX8Ab3/hGAMAvf/lLdHV14U9/+hMuu+wy2+0KggCBudhSqRTdnp1CayGDfOe59N1VVYWKuTWm6SIvmR/AoqzMm+9Wr/NjLh9nI9SVKxpbPMQjHOCRLygYmhSo2qsx6iv5PToaAjg6KWI4KaKnpbJlB1nwRAJ8xX3T0RDQCPmEiJVd7ojyvN5iHQoUf08rupqCSOdzGJwSsKzDYM2cnh9uj3GeWcQHeOP9q7q177hrMEt/R2wZACAeLt5npLBx4rL4nDvXFhIIx1WQzPc3VVWpQr4tHvCOwQxjfV8UIT+HibSE/SM5/GWzZqvyvnO64fcZ135vi7ZwGU6ItKPE5yt97RLipSAr+NwdexEJ8vj8m5baErCE2GiK+k3bC/o56m89miqgpcm4tzy2cwoPvjwJHw985o1LwHEoei+g3a9VVaUK+daYv+I5tqQtRD/3/bdtx1ff1k8VuP0dYfCcphL/9TXrwfOV748EH76oFx++qBcc5/w99QLxyyYEZl9byPGYWMJ6SVsIrXHzPiUdBofGBKRzEiVoupoCWNwWgt/HISsoGJgUsKjFmSqfFKIjweJ7+HTmIZEgp29fLvtsrwV++sF1UFUVPt79M6+e6O8I0eJ9NMgjHjLv42iQR19rCIfHBewazOL0lY0lt1WQDA/5ct+Rtawhr5vUC3PRIF/x/QQNYR8d+6HRHC0wAVox8Mh4Hks7wmXPkZxOgoUdzKlYNOvBs5MZqeh9OX3+1Bz1YTxdQL6goCApGE0ZljWAcX8CDKU+e463NfgxnBCREWTwnKbG3mwTwu0WmbxMC2avXt9CCfnpbjedJ4Uz7TusWxRFPKzdS7cdSWPD4niFLdQPeVHBZ367F+t6o/jg+b1Ff3d7H5lkOiMm0gX0d3pCPwA0M4R0XBXm0Zq2HOq13i0wXTLpvLwg9lUtUWp/5Ara9Rf2affh5pCxfg7wzu7lTfp7CoqCjFhALGgU1dJiAc8cHQYAvGppL1Kidu9OCGLJbTs5R1hl/0xdG6pq/u9Yw3y/puZ0st3dd9+Niy66CG9729vwyCOPoLe3Fx/60Idw1VVXAQD279+PoaEhnH/++fQ9TU1NOP300/Hkk0+WJORvuukmfPnLXy76vSAIyJdJYV6IkBQVkiiiwPFQHLb/1BsFsQAFMiRVAr9AhOQ5yaxKyckyCsr8CAlSVRWSoo3frUd5OUiKBAUKJFFCgZ9b+yKf176vn1NREIrH1tHgx+EJETuOpOiDL+qzfy0AtMc1Qn5oPIdCt3OFfABKyW3SbTf4sWsIGBzPoSBEK26bRUb3xwzyqPg5XY1+7B0GBsZyKCwxPkdVVRRE7b3W84M8IFW19L4phWxW96j0cZALEgg9v7xNm1ztGsxCyIvgOQ6pnHF9hbjifba8PYQndgHnrGpwPQ4PzkEI2ny+YNrPGiGvHc+WCOcdgxkGB+C4vhieP5DGbx8bwsExAUEfh1eujJuORWtEO37DU6KheJPkkseLh/aasYSAv2/VwiLfd1YHupqKi47jSW0B3xjmi7bXFvcjmZMxPJlHf0cYHMchJyr45t2HAADvOL0Dy1oCRe/z65+fFyTkcyIl/RuCle9nAPDltyzBl/94CHuHc3j/bduxSVe1L2sPmd4/X/VspKtopx7q2NscdHztBWBMvo5fEit6X8wPdDUGMJws4OVDSUrQtEd5qJKEpW0h7B3JY9eRNDqizuaWaZ00Ddrcw8s9ZyohqH+XgqwirT8rfGrlZ+t0UJDn3llzwpIYHtqeQFdTAJJYrJRe1RXG4XEB2w+ncNLi0sX9XF7bb36u/HUW5LTrMyMY95DxhH4fiPhc7f/FrUFMZiS8sD9Jiz+9LUEcnRSxZzCNRY2+sudIJqf9PuRzdm8gINFAiYwEMS+atpvX52lNEb0DIy9haDwLWQF8PNAR0zMuCsa5lraZc7UynQLXXrAI/3X/AI5OijgykrG9lzrFc3uTkBVgUXMQy9u17UymC9M+71NZQpIZz/JT+uN4eHsCT+yYwppOZwW4euDxnQk8tSeJp/YkcVp/DBv6zJ1Kbu4jgqRQoQcAjEzlURA8Qh4wFPI9TRq5WZDcz/HnIqbznCmHXN643ybTAgqCl6UE1fiHothzb7mCZkkW8vNQlDyaQ8Yx8fMo+T4WAQ6IBvzIFiSMZ5OI+I17wmOHjqCgKFjaFMfSxiAO6t1NibxQctuqCiiKAIBDqVMkLxnXgqRIjsY5XRBnHEEA5gidN6MQptnV4AQvvfSS49du2rTJ1bYdEfIXX3wxvvSlL+GMM84o+7pUKoUf/OAHiMfjuOaaa1wNxA779u3Drbfeiuuuuw6f+9zn8Oyzz+IjH/kIgsEg3vve92JoSPPa6+oyexN3dXXRv9nhs5/9LK677jr689GjR7F+/XqEQqFjzuamICvwBwUEgiHH7T/1hlLgwMMHP+dHgF8Y7YGyar5rSwrmzXcjpGqAD9R0giLzMnjw8Af9CITm1r4gHcaRkP3YuppDODwhYu+o9vBujPgQiZSeYHU2B4HDGUzklIrfVZQUqk5tagghECp/m+5qDgFIYSJbedtWSNCu+XCJ78mipyUMIIWRtGx6LT0/QsXnB/mZ4zjXY5M5ot7nTe9dsUizAMqKCsayKnpbg8hnSVAfh2i0eDF4zcWL8fazumkIrof6gNibqD5f0TkykdGOZ1dLZM5d78cCTlnRiOcPpHHPCxMAgFesaUJzo3m+s6hdz2nIGWRiJBIoeQ8K6n7MbAf2rlERfZ3Fdi0pUbtPtMSDRce/ozGI/aMCpvIqvY/c9tARDCcL6G4O4qrzexGwsVqJ6N73BQXIyBwUVQuN7WiJOLJNOHNtK/772gbc8P/245/7Unh2n+YXv6onuiDOUWLVsk8Pvlza6fzaizKWKyctb7R939reGIaTU9g5LGBU74Dp7dD23aqeKPaO5LF/XMSrHHymqqrU2kR77gWK/g7YP2cqoclvnL/k3NbO6/l/jN3gjNXNeGh7Av0lzoM1i2J4cFsC+0aFsvtG4bR5Q9DybLaiIa49l3OiMTchjilNMXf7f1lnFC8dzuLB7QkAmjL3uL4Yjk5O4MhkAYFQoOw5oou6EY+4m292tOi2WLKKAuczeT8Ta8OWhiCADAQZmMhrY+hsDKIhFqSv8wf94DgOhN+NMePo1jtINi6O4bKzuvHAy1PYdjSLLQN523upU7x4RCOzTl7RgDa98yiZl6d93hNusSFqHMMzVzfj4e0JPLs/jasv6JvW9qeD7YMG8fWDB4fwow+sMZ0Lbu4jE5Zgx6SgHnP3DDsIBQUTevF7aacmzpGUhbFvpvOcKbtdzuBXBMX9emhBgjP+wfP23Jsga91QYb8fPB9GS9Q4JgHeX/J9VrSEQ8gWJCRFmN7z8EGijl8Mny+CFl2UkhJEgAvR7DIW2jmigudDJc8RpsEbkgLH45wOCAkfCgHHGJUJAAiF6l8IPuGEE2j3a6X7g+xSlOGIkH/b296Gt771rWhqasIb3vAGnHLKKVi0aBHC4TAmJyexbds2PPbYY/jLX/6CSy65BN/85jddDaIUFEXBKaecghtvvBEAcOKJJ2Lr1q247bbb8N73vrfq7YZCIdOBSyaTADTSqJY34PkA8p3n0nfnOA4c5taYpgsS4hrkOYiKCkFW5tV3q8c5MpePMzleoQBvOzZC7O7SQ+taYuUnbx2NRnAhx3H4574kBiZFXHpysUdonvEbjYb8FfcNGcuovm03IGGI4RLfkwXxnB1OiEWvdXJ+uB5biWMQ8HNY3hnBjoEsdg/l0NcWpqFxsbDP9nM4jkNX0+ypto4V+HWbC1kxH29JVjGpL+A6moJz7no/FnByv+YBTjp6LtzUWnQcmqJ+hAI8tfUANOuSUseL+DaTcGgA2H40i/M2tBa9llh7NUeL72nk/jielsBxHHYP5XDHk9pC6fo3LEG0REGA+JyLskrD95pjflfigvbGIG55zyp8+Q8HcP8WrVixoiu6IM5R4lNNfNOXtIUdf68wE355cn+j7fvW9UbxyPYpPL4zoauCObQ3aNf3ut4Y/vbiBJ7bn8L/efWiip8nSCr1Fo+VeO5VOw8J+DmE/BwEybgPlXq2L2S8QZ9vnLbS/niuXqSRv7uGcmX3DXFfKHdvAEDDosmx9fs46mFudx8oBxLs+tIhrdtjdU+U2ofsH82biv9250iWzhHcfW4k6KPnTjIr0+8EGL70xGdeKCgYTmiFqe7mIM1rUFTtmRjwc/Q90aAxV3nHmV1QVeBdr+yGz8fjxP4GbDuaxQsH0njdidX7yBP/+JP7G+kYk1lp2uc9DV9m5ltnrmoCALx8JINUXkZjZHYa8LceztB/bzmUwcPbE3jNcS2m1zi9j0xmzF0kU5np77uFgJGk3iER4GkmUEF2nhUy11GP9a7E5MjlxPm1/p8JlCS2Fd1qzK/dt5vCIfAAFAABn/NneHM4hKOpDKYEgb7ncDKFPZMJ+DgO5y7VbAYbdb95BUCmIKExZC/iqnSOiBYP+Zk43hxn/u9Yw0zs4/3799N/b968GZ/85CfxqU99CmeeeSYA4Mknn8S3v/1tfOMb33C9bUerliuvvBL79u3D5z73OWzbtg1XX301zj77bJx66qm46KKLcPvtt2PJkiV49tln8bvf/Q5LliypvFEH6Onpwfr1602/W7duHQ4d0tqYu7u7AQDDw8Om1wwPD9O/efAwF0BCXRv0CbroBeDMaYiF8sFvnXqbJvHmJYudUujUg2BHkiKygoxP/XoPvv7HA6ZwMgKy2An5uYpBZYBBZo0k3afCOw11BYDuZm2iQlpVa4WcKOP6/96De54bsx+bzTFYrfsXk/1HPE3j4dqGAXpwBz9vH/I5mSlAhdbG3+IyeNhDbXBcX4xamESDPM5a01z0Go7j6L2KoBy5TY53nmnrf/lIxva11EPe5l5JFvVjugf8N+85BFkBztvQYjtOAhrqWlBooGu5MMpSCPh5fPlt/Xj/uT04d10zTupvqPymeYCIpatgcZtz2RQJxl3aHkZXs/2idK1O4L54SOss6GoK0M6EV67RCLrNB1K0GFMObNBd1GXwphOQbgESzmn3XFno8PEc3nRqR0lP/9U9mk3NobG8KcPFCuKH7DTUFTCCXQkh7zaAfqklqH3NoigNlz8wWtkOwAgidXfcOY5Dsx7kOZktQFVVpHWJeF6fo5BnWk5UMKxb8nQ1BU3nGFHTsx7yBEvaw7j+0qVYpPtxn6QHKD9/IOVqrCzSeQk7B7T50Un9DXR/a8HG0/MCpcUNplugqzmI/s4wFBV4dm9yWtuvFpKsYLv+nc/foJHwP3lwoOrtTVkI+YlMaUsWRVHxpf+3H794ZLDqz6sGT+5K4MY/HXB0j60VSIB3d3MQAX1+4IW6lofIiBaIgMhDZZD8vbBfu9f4dFIe0DzknaJZl4xP5g1bk4cOHAEAnNTTSbfp53nEA9r9PjkNCxQ21FVSvOO9ULB06VL634033ojvfe97+OAHP4hNmzZh06ZN+OAHP4hbbrkFX/3qV11v2/HZHAqF8K53vQv33HMPJicnMTk5iYGBAeTzeWzZsgXf+ta3sG7dOtcDKIezzjoLO3fuNP1u165dWLp0KQAt4LW7uxt///vf6d+TySSefvppWq3w4GEuQNClXw0BbVIsejfoOQ2yYAn57RecRJVOVJktFQh5QpqPJgt4eNsU9aXcMVBMyBNiIhpyRi6T4sBo0r1/I1G2OiEnWIV8LfHMniQe2T6F3z5hLqwaxQIbJZ9OyO8eMhPyDWGP7J1NEIKGVQMBoIGurfEAeAdWIh5qj4Cfx6YlWtjeOeuaKTlvBetZzHFaEaUUyPHOMYr6HUczkJXixTmrjLWCEvIpLXT2pUNp+H0cPv66xWW/EyHkBUmlhHxbFYQ8oJGV/3pBL75xxUpHBcr5AJb04zigt9V5l9Dyzgi+9a6V+OYVK0u+Zm2vdh8mXRfdzLnT1xbG8s4wZEUjjSqBFKIjQb4u94ioXpwg52apYvuxjPaGIFrjfigqsGc4V/J1BZ18C1ToRAn4eWpjRkjcRFa3JZouId8TpeHyB0bzUGzuOSwyeULIuy/ak3vWVEbCN+85hAtvfBG7h7J0jkII+3xBYcKNgwj6DY9hoWAOdQ3bWHARHL80Do4DDo8LNHvFLV44mIaiakHOXU1BxEM+ei8n9+JqkaFzVPPxP2OlVoR7avfsEPK7h3IQCgoaIz5ce5Fmm3NgLF912J9VIW/9mcXhcQF/fWEcP3l4cEbDBX/496P4n3+O4fa/V194cAtyjmuEPAl29wj5cpBkY46UEdxZWRzLMAh543nRTAh5F52QLfp7phhC/vnBEQDAuUvN4c+NYW0ekxCqX+uaCXnv2liI2LJlC/r7+4t+39/fj23btrneXtUz0qamJnR3dyMQqJ8P1sc//nE89dRTuPHGG7Fnzx785je/wY9+9CPqT89xHD72sY/ha1/7Gu6++25s2bIF73nPe7Bo0SK86U1vqtu4PHhwC0E2K+QFb/Iyp0HUTKUW7R0WL/JKi8tOnagYSYj46wvj9Pe7bRTyZMEWLbNgsxvLSBVEOVlQliLnWBBCfiQp1lQNc3RSmyCRBTNBvswxWNWtKeN2DWqkQXoai20PtUMphTwh5Anx6mF28L5zu3FSfwPe/6qekq9hcxb8fPm2bULI5wvGtZsVFRy0UaxOlSPkqWVNAQ9s0cJhz1jZWHSftYIU60RJwfg0FPILFWGGkO9qDLouNJy9tplahdihJRYwkfBdzWbC/+y1zQCAf+yYqvhZdqrbWsJKHtoVej2w3WflCHnybK68D0lRKKMr1MvdB8phUUvQlAuxelEUfa0h+H0c8gWlolCAiCCqIuRjBiH/xK4EZEXFc/tS1GKppYRlDcdxRtFQn2uRzoNImWuxIeLH6m7tODy/P+16vACwVbf2OWGpVoTleY7ayEyXkDe6Dcz78oxVjQCAJ3cnZpSUJiB2Ncf1xehzQJJVOj90i8mMYc0CaIG4pUD2iVBQ6Bx+JjAwqZ33dz07iiPj9Q+OBAxRTldTEH6/R8g7gVkh7xHyTpGX9I42n3GvaaEKeef3cvKeyZy+3hQLOJzU7q3r280Wi026pXUiXz0hL0qeQn6hY926dbjpppsgisZ5IooibrrppqoE6nNaInLqqafij3/8I377299iw4YN+OpXv4pbbrkFV1xxBX3N9ddfjw9/+MO4+uqrceqppyKdTuNvf/vbMRfO6mFuQyQKeUrIezfouQwyeapkWUNQUSHfYFjWPLvPUA8RhTcLqhR02FpNCLRUXqZt4U5RToVuRVtcsyOQFWA85V6NXwpHJ7QJUtYydnIM7EiklfpidTghIpGV6D7zLGtmF1Qh7xHycxInL2/ErVeuwbKOSMnXsPe2QAVLCkKQCRYCws62ppxVRQdVyBeoj/sFG4t96K2gljWSivGUtv22uNclQ8AWdRe31SdDg6jkAbNCHtA6MQDgyV1JanNSCtkSqttawdpx5ink7UGIYLu5CUFBfzY7sdQjpC05vtVa1vh9PD2HOxoCaIsHTL+rZFuTcdl5yIIUDwYmBQzq6mD288jfcwXZZFkDGF2WRGBACgOV5ncn9mtE+uYqbWvIPfi4PiMUluzzqekq5EsIIE5Y1oCQn8NosoD9IzNDDrPYoltnbVgcRyjAU8ukcsr2ciCWNSSroNx28kyXmNXqpl7IiTK9niRZxQ9nSCU/OKWd4z2MQl5W1FkpwswXsAWLrEfIO4Zgo5BviWjXoxuFfLNFIb9rQhN+dMej1K6GoClEFPK1sayRPUJ+QeK2227Dfffdh76+Ppx//vk4//zz0dfXh/vuuw+33Xab6+3N+Rnp61//emzZsgX5fB7bt2/HVVddZfo7x3H4yle+gqGhIeTzeTzwwANYvXr1LI3Wgwd7EIuaeIB4yHs36LkMUSqvAOu0KDdJy3IpECJSVrT2fvLz7qFc0SQ261IhHw/7KInh1rYm78JD3sdz6NLJOjIhrwWIQt6qKirnIR8P+9Cr++DuHswipftneoT87KKSZY1HyM99sJY1lQg36iFfMF+7244WE/JTZYg4cl4MJQo4NC4g5Odwtk7mlkOIEvKGh3ybd45RsJ1Pi9vrI1JZu8gg5K1e8+t7Y2iLB5AR5Ip+2JQwdfjcc4sihbxHyNtitX48d9rY6REYljWVCXlCgJPnOyEQGyPuj/MS/RxezZxzpLi4f7S0oh+YpmWNLrh4/oChVj+of57fxyGmzzvyosLYeWjzEzK3ogp5/f+RQPlxUB/5/e4JeVVVsV2/B6+3IeSnr5C37zYIB3iav/HUnso2VbXASFKkog6ikN+wWPvOtLOhyu9LCPjlelbBRBmFPBuEPpmtnWClHEhxiDyn//elCewYsM9wqSWGqS1TyHQP8HzkS6Ngsqzx1v9OkdMV8sRDHgDadEKe/V0ltETMhPyOMY2QX9vWUvTaJs+yxoMDnHbaadi3bx++9rWvUQ/5r3/969i3bx9OO+0019vzZqQePMwAiEVNo2dZMy9QycqlOeo3TUQrBVUG/LxJRf/+V/XA7+OQzst0Uk2QE9yHj3VWaVsjSKVJbzsQBSRpWX1qdwJPOPAHLodBveW2IKsmFWWlwNlVegDdrqEs0p5Cfk7As6yZ/2CLjZUUSIZlTXmFvCgp1JLELgDbSqK/cm2zI+KMFEwF1rKmQnH0WAJLQtdNIb/IIPysCnme5/DKtZqv9KM7yj8nMkJ9bcdiQatC3rOssQNRyO8ZztlmQQAGIe+ky4ColKerkAcM+5VTVzTS3/UTH/kKimximVNNBwZRwG89bBDy+3WFfDjAU1ueRFZCMqd9DhEvWAl50sUYqRBcfIJOyB8YzZclgu1weFxAKi8j6OewssvohjII+eoVuqqq0mNpd62evkq73p+ZgWBXVVXxgR/uwDu//zK2HErj6KQAjjMI+RYSxlsmjLUcyPuW6/swKyolw45NhPwMKeRJ8WdZRxgXH691lP3f+47W/3OZUFc/YyPl2daUhqeQrw6E2GbJ9/P7F+PiFUtx8YpljrdDFPKTee2+vXNcI+TX2BHy1LKmOuGZqqqeZc0xglgshquvvhr/+Z//if/8z//EVVddhVgsVvmNNvAIeQ8eZgCiJdTVs6yZ26hkWcPzHDoaDeLHjmSyghBdQT+Hiza10oWktTWctjS7UAp2NhJLHHcLj0qktxVE9TU4JWJoSsDHf7kbn/rvPZRwdQtFUTEwaUx62HBIWiwoYafDet0Sj1CPkJ9d+Jn2ZRbk/PDUy3MfnVUo5In6tUG//vbo4XoEhITz8UDchsQJ+nk0RY3fO7GrIe8DdMsaTyFfhHCAtaypk0K+t7RCHgDOIT7y26fKWhrQzrC6ech7ljVO0NcWQjjAQygoOFzCk5qoPZ1Y1pB5TEYwK+SdzJmseMeZXfjx1Wvx9jM66e9IsKudQl4oKEjmJCiKOq2MAtIByfpAE9I1HOCpcEPQ/x4L+RDXA+bDNHiaEPJkflf+/GuK+imZ7ta2hqjjV/dE4WeKqk3UQ756BXe+oIA83u2KGyTfhwgt6omsqGUH5AsKPnfHXgDa+UD2Pev9Xw3IMV7caijBS5HtbFF6Mj0zhPzgpGEdc/V5WjDlM3uTdSV8VVWlgpzupqDp/PII+dJg943nIe8cJNQ1xFjWtEUjuOqkDehrjDveDiHkU2IBgixj98QUAGBNezEh36hb1iSrVMhLigLF8rOHhYlf/epXeOUrX4lFixbh4MGDAIDvfOc7+J//+R/X26p6RiqKIo4cOYJDhw6Z/vPgwUMxREuoq+j57c1pCBUsawCzktTJ4pIQ+GevbdZCu3RCebclPC1ThZcuDXZNulTIuyTkCeEynBDxl83jUFTNhueZfdX5nI6lC6ZFbk6wUciXIE6M/Zel7egeIT+7CFAPefME1FPIzx+wljWVLCmsCvne1hBaYn7IiopdTKFxitpU+MHz9ttsb9A+NxricebqJkdjJfeGnGiEOnqhrgZY0q9eCvmWWAAXH9+KE5fFscSG9D9lRSPCAR7DCRG7h0rbimSr6AxzA+vz1CPk7eHjOazUSdVStjVUIe/IskZXyIsyVFVFQreXI+SwG/h9HDYuiZvCXft1O5EDo/miOfW//WQn3vStLaZ5UVUe8mXmd+EgXySe6GYKU4ZCXhtbzoXggti/bGascpyAdCixdjWA8T2mo5An81Oes+8gbWfyQOqNdM74HkSMsnGxQdKRzobpesi3xAO0w9UJIT81Q5Y1rD3SohbjnMsV6kcATmQkiJIKjtPyZnw8QHLfPcua0ihInkK+Ggg2ljXVoCEYhE8/UbcMjyEvyYj6/ehrbCh6LVXIV0nIWwWXksf1LEjceuutuO666/Da174Wk5OTkPVujpaWFtxyyy2ut+d6Rrp7926cffbZiEQiWLp0Kfr7+9Hf349ly5ahv7/f9QA8eDgWIFhCXQGNlPcwN0E95MsQ1ayStCVamQR67QltWNwWwnvO6QZgKImsCvkcba12o5DXxjLqlpAnwakuLWsGJwXc+/w4/f1Te6oj5AcmzC2BGaYduFKxgLTW72dauu3Utx5mDoQosSqlxikhX6yg9TC30Bjx0SDCigp5CyEf8HE0RHAbY1vjxKaCBLu+al1zSaswK4IBoyMjKyjobgpiaXt9iOf5CGIXwnPAopb67Zcvv205bvvAWtvzJRzgcfpKzWLkt48P44u/34dv3XsIimX+M53QTSewetOHPMuaklhDit0lCijVhrrmCwotwFdjWWMH4iufzMkmollVVewYyCAjyHjxoEZo+3iuquNezpIwHOCL5ihsMDb5PFFSoCgqvVeGKyjkAeDE/up85Kl/fK+ZkCddSNMJdc3kjU4Wjivel+QZn87LdC5bL6Tyxd+D2NUAoCR69Qp5bd7SHPWjRS/0TpSwv8nPgmXN4JRhHfj8Yl4AAMEpSURBVMNxxrkt1pGQJ/7x7Q1aqDLHcYwQw1vTloLnIV8dcjahrtWA5zga3vrU0SEAwKq2ZkrSszA85KuzrGH94wFAUVXIHim/4PD9738ft99+Oz7/+c/Dz5yfp5xyCrZs2eJ6e67P8Pe9733w+/2499570dPTY/tA9uDBgxnWUFdAs7EJuUgJn+9IihImBQlLG+rTOl9LiA6IareWNedvbMX5jBXDqm57hTxprY46WLBZx1LKsiYnynh+fwrP7E2C5zhcc2Ef/D6uole+FUT59dz+FERJBc8Bigo8uz8NSVYRcLnYZe1qyDgJKh2DzqYAGsI+pPIyduhKPk8hP7vw2yzMZEWlBRNPIT/3wXEcOpuCODwuuA519fs4rO+L4bGdCVtCvrkMsXXhplYcGsvj8ld0OR6rVeX82TctNbXQH+sgZGh3c3BWFeFnr23GI9un8JcXjCLucX0xvPaENvrzdCxFnIAl+jnOGZl8rGIVtYOzV8gbpHLlY0X2e1ZUKDEa9HMVLVucIhzg0dEYwGiygCMTAtZ0anOUjKCAcGCksBAL8VWtWZss87uWmN9kWRPyc+A4gHAu3U1G8Yv1kBeYjBwn87sTl2lq773DOUxlCtQ6pxwkWaGdDcdZFPKGZU31hHFWLJ/1EAtpnvo5UcFYqoDFbfWbk6V0hXxT1I+sIKMgqzh+KaOQn4aHvFBQqI1WS8yPVqKQL2FHkxcZhfyMecgbljWAdq4Jkmw6z2r+mYxdDYHfx0GUVBPp7MEMTyFfHQRCyPumfx9pCYcwkcvj2YFhAPaBrgDQRCxr8lUq5PUx8wC1rpEVBb4afAcPcwf79+/HiSeeWPT7UCiETMZ9uLZrQv6FF17Ac889h7Vr17r+MA8ejlWQENdYwEdv0oKsorhZauHiU4/tw7aJDH7/2uPQE5vbSlnRhWVNNFiskHICsug9OikgnZcpmUyVgm485JvsFfIDEwK+cc9BPLsvZSJJT1negLPWNNOFdSmfdisIIU/I8ktObMc/dkwikZWx9UgGJy5zd0YftSjkWcuafAUPeY7j0NUcRGooRxdOHiE/u6CEPKN+ncwUoKiaSrelCt9gDzOPzkaNkHdqWUOIKD/PUVUmG+xKCIpyhcvXndiGC9Y3IhByXrRh1a6XnNiGM1Y5s7o5VrBpaXxO7Jez1zYhHvYhI8hY1R3BrsEc/u99R3DuumaDsKXPvfoUDlgCMeivjpg9VrBaD0zfMZCFoqhFNlNujlWECXVl7Wpquf/7WkMYTRZwlCHkkzmDFCVdiNUWe9jnVndTEItaQ5jUVeuRgHYuhQM8taNhyUpKyEsGwQs460psiQXQ3xnG/pE8XjyUxrnr7AkkFvtG8hAkFfGwD32t5q6Yptj0CXliD1jKUpHjOLQ3BHB4XMBYslBVdsVdz4xg30geH7m4r2whMaWPpa81hA9d0IuJjIRlHUaILVXIV/F9yTPL7+MQD/uoFVopcn82FPLEsqZHz3bS9pVM7ZHqgWG9CMDmhfhLdEZ6MFDKQz6dl6suFB4LyNfIsgYwfOTTonYN2/nHA4ZlTbpQQEFREODdzUlEXSEfDQSQLmifJSkKgh4hv6DQ39+PF154AUuXLjX9/m9/+xvWrVvnenuuZ77r16/H2NiY6w/y4OFYBrGsCfl4BHUFn3iMBX3sT+Yhq8C+ZGkf2bmCSv7lgEGCVxNOBmiqHhLGuoexrclVEW5HigMjCWOx8Ny+JN5323Y8uTsJSVbR0xykCzSiXnUd6tpkLqRceko7Tl+h2RE8uSvheLwEA5bgL3bB6uQYsF0KAGiYl4fZAVmYscWfUb1royXmN3n/epi7IPe2ioS85Xj6/Rz1LT48LlDiZ8qBZU018PEcTlvRiBVdEXzsdYtruu2FgKCfxxff2o8LNzkLya0XmmMB/Pqa9bjruo348dXr0NsSwmiqgF/+Y4i+pt6WNaw3vWdXUx6ru6OIh31IZCW8eKjYv9xNAG8sSAouhkK+1veBXn1ec2TCCKFNMf7iROlfLSHfGPFTn+zlXRHTPIhYz7BdhixZSeYvQkGhKupwgC+ZpWEFUbnvKuHnbwX1j++NFn1GLRTymQoKeYDxkU+7V6bnCwq+/efDuPOpEfzgf4+WfW1KL7o0RHw4ZUVj0X2uuYLvezkQa5qWqFY8cuUhX4Ui3y0KkkL3LxHKhGjIef3WloOWIgAABPQ1rUfIlwbbPZAVNfuqLYfSuPDGzfjhAwOzOLK5DbtQ12rREjbOWQ7AqtZm29fFggHw+g0/VYWPvEAJeWPMsmdRPKfxH//xH+A4Dh/72Mccv+e6667DNddcg9/97ndQVRXPPPMMvv71r+Ozn/0srr/+etdjcMTCJJNJ+t/NN9+M66+/Hg8//DDGx8dNf0smk64H4MHDsQAS6hrkOYR0ksMa/LGQISkq0gXtITU6Q4FH1UJVVeqtXs5DftOSGFpifrxyTXPVn7XaxquVtARXY1kzkSlAkhX84ekRfPjnu5HISli7KIrffuQ4/PETG3GZbgfxsu4xSlpbnXrIh4M+ajuxtD2MjYtjNICxGkL+aBnLGifFgk6LJ7mnkJ9d2Cnkx71A13mHLt0DuZL9i7XA4ud5NEX9tPBHvIydeMhXA47j8P33r8avr1mPxipCIj3MHHpaQljUEkIowOOjr+0DAPz340P0np+pIjvFDdjtOn3eHasI+Hmcu64ZAPD3rZNFfyfHzIntDBvqSsjM1nhtr9XFrZoKm+24YxXyE7rNSClVdyX4eI7eX1Z0RUyEe1i3oTQR8nYK+YLqar8RkDnirjKByCy264T8Oot/PGDcf6enkK9sLUV85MdcZhoBwMuH07Sg/9snhsvOK4lCvtS8bzoe8tauLuohX6LIIMywQn44IUJVtfOLfE+SqSLU00Net6yxC3/3PORLw1qsyIoKXj6SgawAL9kUPT1oyMvatRSpoUIeAJY0NSAasF+T8ByHRmJbUw0hT2x2An5KskrHmABzPuHZZ5/FD3/4Q2zatMnV+z7wgQ/g5ptvxhe+8AVks1m8853vxK233orvfve7uOyyy1yPw9GsoLm5GS0tLWhpacEFF1yAp556Cueddx46Ozvp78lrPHjwUAyihjcp5I+hyUtCNCaoo7m5TcizE6dySrr2hiD+8unj8YnXL6n6swwfeUP9lK1CKdgc9SPg46CqwBd+vx/fuOcQZEXFhZta8cOr1mJ5ZwQcx2F9n/Z5249ktcKDS4U8ACxq0SYqrz+pDRzH4YxVjeCgLRjdhsqSUFdC1poU8sRDvszY2osU8h4hP5uwVcjrhHxbjUkYD/UD6bhxallDQF5PyCCS7eDEQ346cKo29TA3cM66ZkSCPERJpQU7w0O+PmQ5W+CeTT/9+YLzNmjruQe3Thap+4ycGzce8jIlM1sceKG7QW+bRrQcLkHIE0wnn4Dcu5Z3WhTy+vyEDWm1s6zJSwrtfnRFyNvMEcuBiC2s/vGAQS6n8nLV5GnWQeGMCETIs98NNh/QyEliF/nlP+zHeAkSnCjkSxVjW6LaOKYyBaguQxWJNQ05V4mH/EQpD/kZJuSJXU13U5DandBujBoo5PMFBR/6yU787GGzentEJ+TZ4GK/n1jWzCzp+NDLk/jpQwNFAeFzEayHPKBdR+QeNZ0C2bfvPYTP37HX9fk9X2Ao5GvjIU+wpoR/PAEh5KsJdiUK+ZDPB79ud1PwCPk5iXQ6jSuuuAK33357VRz2FVdcgd27dyOdTmNoaAhHjhzBlVdeWdVYHK2OHnrooao27sGDBw2GZQ1Hg1yPJYX8lGBMOEZy2oTuL8N/wbf2fgvCk8Kc8s9TVBVjYW0y/sofBlHPoeULCpJhCT/czuHOw4YCRwqruPY+P4J/d75wGw8WIKsqfrUXQBiIh3y4d8iHe281XqOqwGhYxBEFOP67AYz7C4AfeO0vjRa9ShAlBUKjgv/c7MN3XtDeMxEtQFJUnP0jv2mxOZweLrkdoaDQBduq7gjGUgVT2BEpFpQjTzoazQr5epE5HpyhrEI+7ink5wvOXd+MB7ZO4o2ntJd9nZWQJz+v6Arj/i3AgVHNQmKqzoS8h/kFjuMQD/mQExWk9Xs+uffPRKhr0GFmyrGM01Y0oiHsw3i6gJcOpnFiv5EPY5CybjzkFUrIt9b4WUA6cswK+eLgxOl0X7zuhDbc99I4zljVaAq7JUR8RCfeOc5spUdEHUKBJeSdj2OV7uc/OCUimZPKdgLlRBn7RzQl/XobQr6BsfRL5iQMTgn4xt2H8JGL+3Dy8kZH4yEe8uXmWtSyJumekH/hgObN/28X9OLe58exdziHb9x9EDe/c2XRaysp5EkBQpBU5ETF1fEnpDpRn7dUCIhlCfl8QUFelB2FHlcLYh3T3WyXVzB9cnbr4TSe25/CvpEc3v+qRfT3YzYdj7OhkFdVFV//4wGk8jLWLIrirGl0Ks8ErMWKTF6mtlrVZBwAmg3K758aAQB85LUFU9fCQgFVm9fAsoZVyK8t4R9PQIJdE1UEu4oWQl5UFNOayEN9kUqlTI4toVAIoVDI9rXXXHMNLrnkEpx//vn42te+5vqzJEnCww8/jL179+Kd73wnAGBgYACNjY2Ix+MV3m2GozP83HPPpf8+dOgQFi9eXESgqaqKw4cPu/pwDx6OBaiqaljW+HgEdTXfMaWQNxHy2oTulr234GDm4GwNqTz029vQTHQScoCsAoMp8+/Gq7HaZ27LCVH7r9RrRjLGv4er+J5FoiUOmBK0/6yIB4sfTIP6C6NBHt26H2XO1kO+NHnCLnwjQb6ixYaH+sLeQ147CT2F/PxBe0MQt165puLrrB7yZGHe36mRSIQcot7RXqivBx2xsA+jqQLSOilRfw95c6irh/II+Hmcs64Zf948jge2TpgIeZpz44BwjDGhvURdXGvLGkLIT6QlZEUZTaEAkjYk13SKPe97VQ/e96oeAGa7DkLEE6V8ezyAAHN+saGuuYJ7y5p42I+e5iAGp0TsHsyWJc53DmQhK0BHQ6BIrABoBdOGsA+pvIxEVsJvHx/BjoEsHtg66ZiQd6KQJ2StW4W8JCvYclhT+J++sgmblsRx5Q934Jk9SaiqWsQ7pHVCvqEEIR8J8gj5OQiSiqmM5OreUmxZ49xDnryup66EvDZ/NhHy+lxZrIFlDblWp7ISJFmB38dDUVSM679vjxdb1sykh/xwQqQFmb9vnZwHhHxphfxUVrI9vyuBPedYMdNCgaKqVG0erkEgakvECJhe01Y+V4cEu1alkGdU/UQhL6vHjgBztrF+/XrTzzfccAO+9KUvFb3ujjvuwPPPP49nn322qs85ePAgLr74Yhw6dAiCIOCCCy5AQ0MDbr75ZgiCgNtuu83V9lzPivr7+zE4OIjOzk7T7ycmJtDf3w9ZXng3BQ8epgNJVUEexZqH/DGokGcsa8Z0Qj4jaRNvnuPRFe+alXHZQVZUjKcL4FCswK4HRpMiVGiqMT/PYSxVgKKqaI0FihSo5SBIWmhYLOwrIspYpHIScgUF4QBPJ3QdjUFMRzMoSgqmshI4AO2WbcWDcVx/bnHACVGzLWoNmXxm2W0CZm9WKzoYD/l4nYgcD84R8BcT8qTd3POQX3jwWRXy+n1nWYe28Dk4loeiqHXzkPcwf0FINEMhX9mbejqIeqGurnH+xlb8efM4Hnx5Ep98/RJwHAdVVSn548xD3gh1JeriWivkGyJ+NEZ8SOZkDEyKaGoIU7KORa3OLTtVckjfF50WlSob6prTz/GIC4tAQPORH5wSsWsoV5Y4J5kddup4gqaYH6m8Zh/09B7Nn90NmZdxcJ2SZ/24S0J+x0AW+YKCxogP/R1hSmJmRQXJnFz0/CBdEA0lugY4jkNzLIDhhIjJbAGLWu1VknYgoa6tujLeUMhLUBS1yCYtL5rXc1NZCT0tzj+Phd32rRii4ap2Cvnpry3JtaqqwHhaQldTEMmcRO2r2KKanRCj3tg7bCiWHtk+BVFS5nSh1WpZk8kr9B4lySoyguLacpM953LiwuMTBIZPrIVCviceg5/n0RGNoCsWKfvapjCxrKk+1DXo89GcJc9Dfuawbds29Pb20p/t1PGHDx/GRz/6Udx///0Ih8NFf3eCj370ozjllFPw4osvoq2tjf7+zW9+M6666irX23N9hpeq4qXT6aq/lAcPCxkC60nu4xEkoa7H0A06wUz4R7LmB1xnrBObP7J5podUEgdH83j7d7eiMeLD/R85se6fd+UPt2Pr4Qy+eulyXLipFWd/6TmIkoo/XbOx6gl9Odz7/Bi+etcB9EVDOJIS4OM5PPGRk6venqqqyOdEvPGWbUhkZdz2rjU4cVlDxfcNTGrnQW9LiCrtTAp5EjhbjpBnFPIxzz9+1kEWZqzn8GiSeMh7hPxCg7XwR7xk+1pD8Ps45EQFwwmx7h7yHuYfCPlA2varCTN3A1bNPZeJm7mEU5c3IOjnMJGWcHRCQF9bGIKkgtzenSiOyfHUPOTNNiC1xOK2MF4+ksHRSRHrlsBWIV9tqKsVkaAPTVE/ElmJsazR9gVL1gOWUFddAOHWymR1TxSPbJ8q6SOvKCq2D2Tw4MtaAO96m0BXgqaIH0cg4PFdCUpoZ0uQed+45yCmMhK+/o7ldN3vxLKGCFlGU+7IrBcOaq2axy9tAM9zCPEc2hsCGEsVMDApFBHy6bx2jEsp5AFN4T6cEF37ulsV8sRDXlZUpPLFxQErCV4q/LUSth/N4IM/3on/c67RkWGHQUrIG2uEIFP8mS7Y8Y+nNDsUYlfTHPWbukBIZ+p0FfKqqmL/aB5L28NFgfFW7BsxCPl0XsYze5J45drmaX1+PWGnkE8xOReJrOSakM8xAiZWzLRQkJe0/cMBNHtvOmgMBXHLRecg4vdX7EagCvl8bTzkPcuamUNDQwMaG8t3fD333HMYGRnBSSedRH8nyzL+8Y9/4L/+678gCAJ8FboyHn30UTzxxBMIBs3P/GXLluHo0aOux+14VnTdddcB0CrO//7v/45oNEr/Jssynn76aZxwwgmuB+DBw0KHyCjhAyaF/LFzg2Y95DOSgkxh7k4eyMR6phbtq3ui2Ho4g92DWbzmuGaIupKiXq37ZLF2RFeoh2rgp+vjOZy2ohH3b5nEiwfSDgl5XSHfEmJ8ZlkPeT3UtcxxaI764fdxkGTVC3SdA7BbmFEP+QaPjF1oKPKQ1xfRfh+PJW0h7BvJY+dglhI+HiHvgSCu+1mnBRkFSan7cy8S5MFxmuLTI+SdIeDnsbIrgm1Hs9gxkEVfW9hEApXrXiMghZCsWD8PeQDobQ3phLw2r0joZFcs5KN2SLXsvuhuCiKRlYosa6w+zqxqOV9l0Yn4yLPe9fmCgn/uS+LR7VN4bGeCkqUAcPzS0t61hEi+78UJ+rucjUJelBT84elRAMA1F4ro1dXlhPgrty/bdIV8VlCQEWTH+534x5+4zBh/T3OQEvLrLIWGFFXIl94+Kf5MuSTkrR7yAT9P7X4mM4UiQp50m/p4DrKiuv48gj89OwqhoOAfO6bKEvJDtpY1tfOQZ8NrtcJKjJ5jbZZux1pZ1vzx2THcfPdBXHtRL959dunvDgB7h7V8GtLpe/+WiTlNyJOOX3IOZfKyKediKlug15hTmC1rFp7Aj7V+qVXOXE+8dLGSBfGQT1ahkBfpuHmGkF94x2c+47zzzsOWLVtMv3v/+9+PtWvX4tOf/nRFMh4AFEWxdYU5cuQIGhoqcyBWOJ4VbN68GZs3b4aqqtiyZQv9efPmzdixYweOP/54/PznP3c9AA8eFjoI8R7kOXAcRyu94rFkWSOYJ6ejuerUIzMBg5Cfmbb2Vd3aYmv3UNakVKqXUnBpR9i07XKEtxssbtM6pEaSziYwxLKmtzVEQ85sPeTLLPp5nqNhoR4hP/vwWVqXif0T4CnkFyJKecgDho/8Cwc01aOP965RDwbIuZDJy6bnXr2CuTmOo4XfmXq2LwQQEpTYoRDiJxzgK6pYAUOVLhQUTGSIh3ztnwVGsKs2/yBk7dpFhnislsWelfq8jXQxntivdROctsKszGMta8h5HnY5t1vdrX2H/aN5FCQFQ1MCLv3mS/jEr/bgT/8cw1iqgGiQx3kbWnDjZctxwrLShDwpirIEvp1CnlVIs/8mCvly+QGxkI/OMZ3a1iiKihd1hTwr6CD7lyjCWaSoh3zpQi/5vm4V8sSypZnp5iA+8hNpCfdvmcCPHxyAqmpzHUKOdupdm5NVBHUqiorHdmo2QkSwYgdZUTGc0MbHKuSNbozaWdYARjgvOZbWuZydVWE1IJkzT+j7oBz26ZY1bztDs0/+x46pmnzveoHsG5KjkxUVeo8C3BeMANCOG8Csll8oyJNAV9/MCzkaQ9O3rNEU8p5lzVxEQ0MDNmzYYPovFouhra0NGzZscLSNCy+8ELfccgv9meM4pNNp3HDDDXjd617nekyOz/KHHnoIgFZB+O53v1uxHcCDBw8aiFc8UcaH9Bv0seQhnxDNk42xOUzIk0CkmVLRrerRFlu7BnNUIR7wcaaW0FrCx3NYuyiK53WizInKzQmIfcxI0tmxNRTyQRrOZVLIO7CsIZ87lBA9sm8OgCimSXvmVEaCogI8Z17YelgYKFLIs4S87iP/wkFN9dgYqdwm7OHYAbWsyUtUwRzyc3UN5o4FfcgKSs2K0McC1vbGAIxi+1FNnW2EejrbhywJTqzM6mFZQwl53QqPBCau7Y3iuf3aPaiWCvnrLlmCN57Sjo2LNfL70pPb8boTWovOX9KBKBQU6vnsJtQV0FTQRFm7fzSPLYfSSGQlNEZ8uGBTK85Z24yT+hsczVntcjzs7C5YAtuOvK9kEdjeGMChMQFjqQKWtFe2s903kkMyJyMS5LG6xyiiEI/0QRuCOqVb1pSb+xHv96mMuzXHFFXIG+RzS0z7TiMJETf+z0EIBQUXbGzF0o4wBH2/9LSEMDglliVYVVXFfz8+jFXdEZy+son+fudglu7ryYyEvCjb2huNpQqQFRU+nkM7Y9tICo1iDTzkWYU8GdMY7Xa0V8hL01zTkmt229EsJFktmaElySr2j2qE/KUnt+O+F8cxkizgqT0JnLuuZVpjqBdI90Bz1I8j4wIyeZmevwCorZ8bsB7ypWyn5jOIZU3YP/Nru6bwNEJdGQ95z7Jm4eLb3/42LrroIqxfvx75fB7vfOc7sXv3brS3t+O3v/2t6+25nhX97Gc/c/0hHjwcyxAVQshz+v+JQv7YuUFbFfIjOfdV55kCaZ2fqUX7yq4IOE4LvySqcbcLNrdY1xejhHwlwtspOnXfUCcKeVVVaWt5b2sIh8a0f2dtFPKV1IyaX2nGC3WdA7CGexEP2ZaYv2zQsIf5CatClj3GRCFPbBa8gowHFoRES+dlWoitl10NQSzsw2iq4FnWuABRmO8czEJRVNrFVk4hzSLo56mtHKBZNtRj//e1EUJem0sQOwjW5qSW3RfxsA/HLzW3pdsVk1jLGqJojbj0kOc4Dqu6I3j+QBq7B7N46ZA2d3v7GZ246rzeCu82oylqfHY0yCMrGmGzLMZZD3FWIS84s91pbwji0JiAUYcdk5v1+ejGxXETEVtKIS/JKu3WaCxjWUOeO24U8nmmm4EtHpF/P7M3SeenYykRSzvCVCFPCgiTZQoAOway+P7fjiAa5HHP9Zuofdc/tk+ZXjcwJWJ5Z3H4JLGr6WwMmJ7BtQx1ZbsiKCGftifkyRima1lDrtl8QcHe4RzWMN0tLI5OCBAlFaEAj77WEM7f2IrfPD6MB7ZMzllCnnTEk46NiUyBrjUBLQTYLXLiAlHIqyoG05kiOxmqkK9BoKtbUMuafBUKecZqx7OsmT94+OGHXb2+r68PL774Iu644w689NJLSKfTuPLKK3HFFVcgEikfGmyHqs7yf/7zn/j973+PQ4cOQRTNJ+tdd91VzSY9eFiwIMQ7saohoa7iMXSDTuiEfEvIj0lBmtOWNeIMW9ZEgj70tYZweFygLbu1VHLZ4bg+Y+JTq8IDUcg7WYAlshJdTPU0h2hLLDupJD6YlQoGPS3axKnFs0SZdVCFvH7Po4qqxmDJ93iYv7Aq2AIMIUUIeSKa8/zjPbBgCXmD5Kvvc4+QiLXITTlWsLwzjJCfQzov48iEQIsnbkQD0SBPybZ62NUAQF8rscwroCApNDBxZVcEPl67D9W74GOHMGtZQ/ZdFSKIVT1aV+OuIYOQ37iktDVNKTRFjf1/zrpm/O3FCVuFPKuQZm1nqB9/BYV8h07ajjm0rLHzjwdKK+QzTDdleYW87iHvgvAkanq/jzNtm5y7j+6YMl6rb5cQ8t2UkC/9eaS4kBUV3PPcGC4/q7tou4DWRWpPyJNAV0tegX6usUTvU7sTWNIexqIW5/7kqqpSeynAOIYTJT3kaxPqyoacbjmcLknI79WtbZZ3hsHzHM7b0ILfPD6MR3dMIV9Qatb1W0tQyxp9HjScMK+TqrKsYUNd57GHfLog4dq/PoxvX3A2ljUb7hvU+mU2FPJ6qGtelpGXJFdFAcMVwbOsWejw+/1417veVZNtub5r3XHHHXjFK16B7du3449//CMKhQJefvllPPjgg2hqaqq8AQ8ejjEUWdYci6GuumXNymZtcjkyhwl5p0RwLUFadF/UF1r1XjiyqrFafU9CyE+kJRQqKHSIiq2jIYBQgEdEV64RxYckq7S9vVLB4B1nduH95/bgrad1TGv8HqYPq2UNKbS0e8WSBQlr14OPIegXt4XACkbtrBI8HLsgHU2aQl5XXdfJP56APFc9hbxz+H08tdXbfjRDlcNu5ihsoaUedjUA0Br3IxLkoajA4XGBjrM1HsDqnih4Dq5IyVrB8PVWKWlbTQckmSM+tTuJgUkRHAdsWOwsoJAFq5A/f2MrAHu7i8kKCvlKopE2F4S8qqp4QRejnLDM3HWwiFHIE792wLA3iQb5sjZXzVWEutJA16jZZo2cu2wY52RGgiSrlIzu1j3dy30eW+D43ZMjkBUVQ1MCdg/lwHNGKO/gpL24hXTSdjebz2fWHgnQcqk++ovd+OLv91X6yiZkRcXkxz6mdzrWO9SVZAIAwNbDmZKvI/7xpFhxXF8M3U1B5EQFT+6q7D8/01BVlRZJyPlo7fioRiHPHiO7otp8ASGr90xMmX6fm0XLmrDfh6Cubncb7CqaPOS1bcieZc2CxM6dO3HttdfivPPOw3nnnYdrr70WO3bsqGpbrmcFN954I77zne/gnnvuQTAYxHe/+13s2LEDb3/727FkyZKqBuHBw0IGaVUL6uTFsRjqmtAn8at1Qn62FPJ3PzeG+14cL/saQyE/c4t2EuxKlE/1tqzpaQ7SxUW4RmrB5qifTswrLcIG9IXGIt33lbRwk4Uh23JbqWDQ1RTEv17Qq1vXeJhNWC1rSi3gPCwMFCvkjZ+Dfh69rQZh4BHyHljEIwwhLzoj+aYLQiJ7HvLuQAr4OwayyDm0LGHBFlrqpZDnOA69Onm77ahB5sXDPnznPavw39ceh66mmZ8jmCxraKir+/OcEPIHRvMAgBVdEWp14gad+j7oaAhQ4leS1SIRxQRjuULsS0yWRRWuVSLQKDUXHJoS8JvHh/DjBwdwy18PYyxVQMDHYX2fuchAjllOVEw+2yR3qFJ2EPGAL2chYwUh0602a3bn7lRGMs1XnVjWsIT84JSIR3dM4dEdGpG8YXEc6/XrrVSwKyleWBXkQaYbAzAI/b0jOVMxoxJYuxoAGE1aLGusoa418pBnj++Ww+mSr9urE/IrurR1E8dxeM0GzarmiTlIyLNkLOkUHLYQ8tV4yJtDXecvn6BC2z8j2Zzp94ZlzcwT8hzHoVH3kXdLyHuWNccG/vCHP2DDhg147rnncPzxx+P444/H888/j40bN+IPf/iD6+25fprv3bsXl1xyCQAgGAwik8mA4zh8/OMfx2te8xp8+ctfdj0IDx4WMkTFbFlDvORrHeo6JUi4e/8YXtXbjCUNlUOUZgp5SUFe/64rm3RCPjvzHvIHR/P4+h8PgOeAM1Y1lSSInHqX1xJEgUaVgnVu3ec4Dut6Y3hiV6JmCnmO49DRGMDApIiRpEi9P+1AFD5E/UQW96QFk1V+hGbwOHiYHgJWhby+8OzwCPkFCatC3krQ93dEaD6EZ1njgQWrkM8I7lXX1YA8ZwLeM8UViI/8jqMZ+sx244POHtfWeP3uA72tIewZztEA2njYBx/PoSUWMIVzziRCDElK5jduihkE/R1hkxf/pirsagBgQ18Mn3z9EqxdFDXNM7OigiamUGVnWZMrKCC8bqXiWXuDRkyXsjD8xj2H8PhOM3m6cXGsyG4kFODR3hDAWKqAwSkRzfpxJAr5hkj584k8d9wp5LXva+3msOvumMpKtPMBMAoIZRXyOrEdD/uQzsu444lhOg8/Z10TJdatKmpAEwwRQv7UFY2mv9FzTVdjp/XQ0KygIJ2XK+4rAkLIR0M8soKCqawESVboeWAVWPj9ZiFGNVBV1aSQPzIuYDJTsL1u942YCXnA6BYhZP1cAmshRM9HCwFfnWUNo5AX5q9CnmAkkzX9LFCF/OzMHZtCQYxlc66DXdlQVx/nWdYsVFx//fX47Gc/i6985Sum399www24/vrr8da3vtXV9lzPClpaWpBKaV5vvb292Lp1KwBgamoK2Wy23Fs9eDgmYVjW6Ap5vj6hrn/cO4bbtgzivffvwB/2jLpSRNQTCd2uxs9xWNaoFQpmQyH/6M4pAICiAlsOmdUX7ESSKORnUkW3qtusdKl36z5g+Mi7DRgrBxLsShQ1pTCgE/K9uv87GYMoqZBko1025OdMLcMe5jYIISt7CvljAuUU8gDQ32kUhr1QVw8sCDlk8pCv83PvNce1oK8thDNXefaabsAq5DN598fKbFlTv2cBCXbdrivky4V9zhSojYhJIe/+PA/4efR3GPfTagl5juPwtjM6sXGJFp5KBA9WQs8u1JNcpz6+slCCeKkT8YUVRCF89tomvOPMTrz/3B585o3LbF+7SJ8nsopxopBvqKCQJ6r2rGgURPYM57DjaGlLFGpZYzlXW23O3clMAQI5rgGeFpyyomIi6lmQ/Xn5K7rg4zlsPpDGs3uTAICz1zbTopedQv7lwxkIBQWtcT+Wd5qFV4Y9kva5LME9lHAugiLfv78jAh/PQdVtoMj5aw11rYVlTb6g0HUYKWq8bGNbIxQUHB43ukQISGbN/lF33QAzAXa/NFnmQUT4RQj6f+5N4t9+vIPa8pRDniXk57FCnsBKyBOFfMg3O/fxRj3YNeEy2NXOssYj5BceBgcH8Z73vKfo9+9617swODjoenuuZwXnnHMO7r//fgDA2972Nnz0ox/FVVddhcsvvxznnXee6wF48LDQYQ11NTzka3uDPpoW9O2q+PbmI7ju0b1zIjx1Sg90bQ750KkHSk0IEm1Tmyk8zgQmEYUJAPzh6RGcdcNzeHqPptYh6pKZtKzpbAyYFo/1VsgDwJtObcdFm1rx9jM6a7ZNYhszUiHYlSw0iKUFqxjLigptAfa8fucXiGK6QAl57TywLuA8LAxYCXmrYr6/w1gwewp5DyyIQj6VlykZWG/LmnPXt+APH99YZIvhoTyWtocRDvDIigp2DGqkiZs5ykxY1gBAnz6f2D2kkVmNDhXB9QQhSUVJpdZM1YS6AmbhRrWEvBVEDGG1vGBDSScyEhRFNV2nlYQSyzqMkN10vli9S373/lf14LpLluBfL+jF0g77zt6eZsNHniCl+7g3VCi6xEI8Vd2PpQqQZBUf/fU+XP3jnSXV+6Usa1qY7g4yX5/KGAr5cIBHLOSjz8WpErY1RCG/tjeK83SrFVnRCkpL28Mlg2wB4Nl9GnF/yvLGomNAyF0iKkoxXvdDNmr7UiDFmLaGAJ277RzQrvtIkC/qZLLO+6oB8eX38RxOXaHlCNjZ1hwcy0NWtP3PziuXtIXg93HICkpRYOpsgxQaeA5otNhMkTUQsaz59WNDeP5AGg9snai43VzBOL65BaCQH86UsqyZLYW8fmxKWNZkCwV856nN+OfAsOn3tpY1c6xI5GH6eNWrXoVHH3206PePPfYYzj77bNfbcz0r+K//+i9cdtllAIDPf/7zuO666zA8PIy3vvWt+MlPfuJ6AB48LHQI1ENeu9yCxLKmxiEfhHw/s7sRQZ7D08MpvOu+7dgyXloJMhMgCvmmkB/NQT8C+uRtJjNOkjmJBqYCwIsHU/Tfdz49AgDUw5F6yNfIW90JOI6jHqHAzCjk2xuC+Mrbl2NjjRZ2ANDZpE2QKynkSagrsbUJ+HmqsskJCm3xnMlgXQ/TBw11tSjkPUJ+YaKiZU2nQcg3eoS8BwYxXdkqKyolgOpNyHuoDn4fh9U92rW8eb82d3KTc8OS9211tKwhhDwhBueEQp4RFSSypLugunGRY9Aa91PV+HRBjqM1FJJVyEuyZidCO1kcFGMaI3763D8wWqz2TVGFe+XzoaelmKBO6XYsld7PcRwdx1iqgPF0AcmcDFFS8fetk7bvmShpWWPMY85a0wzAbFkTDvDgOA4t+rNusoQNyQTpHIwHcNkrDEHMOWubwXEcnRcnc3JRMeOf+7Tr75Tl5vBbwJxXAMD0XneEvDbu1phxDHfqhTi7bseALjKbjmUNsSBqjPiwcbG2JrELdt3LBLqyBQm/j8cSvUNmrtnWkDVlwMcVXfuL27QiVCIroSApeFEXiznxlM8tMIX8VF6gdi8AkJ/FUFcAaArrCvkSljXPHB3GY4cH8Mcde02/FzyF/DGBSy+9FJ/+9Kdx7bXX4te//jV+/etf49prr8VnPvMZvPnNb8bdd99N/3MC1zOj1tZW+m+e5/GZz3zG7SY8eDimYLWsqZdCnhDyl6/uxIeP78WXnz6AnVM5/GL7EL71yhU1/Sw3IAr5pqBf8xmPBDCQEaHMYMX4yV0JyIo2wZ7MSNh2NIt8QcFYUsT+Ea398aAelkXJ4BlWZ6/qjtLJdr29dOsFqpAvo1CRZJUqWNjQx0iQRyGnBfwZljUeIT+f4Gc85Fmirb3RI+QXIooU8pafl7aHwHGAqnoKeQ9mRIM8eE4rzBOyyCPk5y7W9sbw0qEMtVaoViHfUkeFPDufAOaWQh4wSEerT7pTnLOuBT9/ZAhvPLmjZlZ+ZK5J8osAbY5GjrOP19Tb46kCfU2sgk0MQX9HGGOpAvaP5LFhsSH8kBWVkvtOtlVOIR93UHRpawjgyISA8VQB7JTy/i0TuOwVXUWvnyphWdMQ9iEa1DpFXrW+GX99YVwLdS2YrYiaY36Mpgq2vuCyolLCv70hgI7GIE5b0YDn9qdw4SaNX4mFfGiK+pHIShiYFKhYJyvIlKQ+dXlj0bbJfJmsYUjRAoAr1TgtSMQDaG/QtkEsfqyBroDx3J+OQp4cz8aIn/rBbzuSgayo8DGF/33Dxf7xBMs7I9g3kse+kTzOWlP1UGoOsl8Cfh4xi9iKFBEVFXh2X4oS66R4Vw5s1pa1oDZfMZrJoq9RKzYRYnu2CPnGoLaeTQn2ArOjKa14khLN1xbrIU9EKx4hv/DwoQ99CADwgx/8AD/4wQ9s/wZoRWFZrnx9VjUr2Lt3L77whS/g8ssvx8iIpi7961//ipdffrmazXnwsKBhDXUlCnmx5oS8bg8RCWBZYxjXHN8LADiSchdIUmsk9Il3c0hbHHVEtAndTCrkSXjUG05qR1s8AElWsf1IBo8yoVKHxjRCXpgFD3nAUD8B1YV+zQV06sTrSBmF/EhChKxo7bXs5D7KtE5TQn4GuxQ8TB9k4STJKsbTBciKtqC38171MP/hq6CQDwd9OKW/AU1RP7Uw8OABAHieowQ86ZgqFbTuYfaxbpHZ5seVhzwb6lrHLImupqCpa8dpiGU94eM5el8kGhQ33QUseltDuO9zJ+BfL+it1fDoXDPHEHqJnARV1Sw2+lq1+/Z4usAo5J2Nv7/L8PVmwfrVxx0U4ewV8s485AGYFPIjCWNuuvVwhuYZEYynC9ijWx5ZFfI8z+Fr71iOr7ytn14PU1kJOTpf5U3vs1PIJ7ISZAXgOIPw/8YVK3HnxzbSrAbA8M0fnDLG98LBNGRFRU9zEIssxSf288n8mVXIs9upBKKQb4sHqJhi56C2T+y6HQOWzshqkKIhvT70d0a0QFlRwV3PjEJhFot79UDX5TaEPPWRH5lbCnlKyNso5FvjAfocfOhlo2ODFO/KgVXI54T5R/iymryeuHbus7Y1RCEfmiXLmnhIO9ethDvB0ZRWpMoUzMdKtLOsmUnCw8OMQFEUR/85IeOBKgj5Rx55BBs3bsTTTz+Nu+66C+m0ViF68cUXccMNN7jdnAcPCx5iSYV87W7QmYKMjE4kE8K7L64HA2VEyLPoX8Za1gDG+GqcaVsSkqziyd0a8f7KtU04fqmm1HnhYAqPMb7yQwkROUadHawQWlVrrOxmLWvmp1LQCHUtrcYh5MuilhB4ZvEcCRmt03nJvMDxMD/AKuSPjmvHubspVETUelgYsFrWkNZ1Ft9732rc/alNiDuwJvBwbCGuk2mEFPOCf+cu1vaag+fdhMGzBG49PeR9PIeeZmP7c8GyBigWd7jZd/UGGQtreUE625qifnTohKymkHeuageMDBHShUpAyPSQn3M0x2MV8iSw0/CQr3zPIDYr46kCRlPmuSnr1b1nKIv/c+t2DCVENEX9dK3A4qw1zbjo+DYazinJKrXmC1NCXvu8qWyxMIW8tjnqp/OiSNBX1N1hBLsa4/2n7h9/6opidTxgnGc01JXxkB+uwkO+Ne6nohlSjGm1I+T9RCFfPSmcYDIBfDyHV6/XvPW/de8hvPfWbfinHnpbViGv/27fHCDk86JMbWfIfvH7uKIusMaIj3YPPrJ9iv7evWXN/FPIG976HPoatWttlAl2NTzkZ1chnyzhIT+Y1gl50bjOFVWFqBDOx7OsWYh48sknce+995p+98tf/hL9/f3o7OzE1VdfDaGEzVE5uGY7PvOZz+BrX/sa7r//fgSDhofda17zGjz11FOuB+DBw0IHId4JER/Sb9C1VMgTu5qon0csoD28OiIBBHgOkqpiJDt7ITc01DVICHntvuHWskZVVewcyKIgudtvWw6lkczJaIr6sWFxHCcs0x78j+1MYPMBraBIyPfD4wJt9wzOMBnc3xGmE/SZCHWtByghnyqYVC0sjk4Q/3izByr5zllB8Sxr5in8jEL+8IQ5uNfDwgPPc2A5eStBT15TrUWDh4UNQsiTIHXP1mjuYml72KTsrkYhHwrwVavDnaK3xXjezJXcCmunX733gRuQ48iq1g1CNoA2nZDVFPK6ZY1DwUh/p6autyqWiXLbKbHfrYec5kSFEpVp6iHvQCEfZxTySYMQBzTbGgB4YlcCV92+A0MJEYvbQvjx1WvRXKazL8ycy8O6+pw855rLKOTZwNRysAt2/efe0v7xgLGOsfWQd2NZQ45/LID2RvM83c6yphYe8kQh36QXWD596VJce1Ef4mEfdg3mcM3PduFjv9hFbYuWd9pZ1pDzLV9y/TETODCaw798Zyve8p9bkBFkFCSjSz7o50ydhQ0RPz1fWBLeCSGfZ0Nda+ghn8hK2Hak/tlzsn6MfByHrphW8DUr5HVC3jc76+GGkG5ZY6OQV1QVQ2mteFBQFGpTw3rghxjLGtkj5BcMvvKVr5gcYbZs2YIrr7wS559/Pj7zmc/gnnvuwU033eR6u65nBVu2bMGb3/zmot93dnZibGzM9QA8eFjoEC2hrkQpX0sP+TGdkO+MGJMnH8ehJ6b9fDQ9e4R8gnjI65P4ziosa1RVxTfuOYT3/GAbfvLQoKvPf3TnFADgFaub4OM5qnrZeljzJ+zvDGPtIm0ycHAsTwN4ZpoMDvh5OqFsmCPKLrdoa/CD47SJ+WSJCeWAvsBgF86AsUjVuhT0CaxHyM8rmBTyE5oqbnGbR8gvZLDdDwGvE8KDC8QtZJpnWTN34eM5rGGD510p5LXXtsb8NfM+L4XeVmMO3OiQ8K032Lmkj59b98morULeCPVsY+xe3IS6AgZpOjglmgj/tItAV0CbB3bo4yCK8SSjqK4E1rJmVCem33hKO3w8h12DOXzvb4fxiV/tRlZQcFJ/A37ywXVY0l7ZYo2Q+oQkDlsta9LFc2CnQfdWhXwiK2HXkEYAnmLjHw+woa7FHvJjqQIkh2tOUkhoifvpfiewGzchmCt5yEuySjscrLB2PIQCPN59djf+8PENePsZnfDxHJ7crankOxoCts+KvtYwAj4O+YLiKsS2ljgwmsOHfrILo6kC0nkZg5MC4yHPgeM4k498Y9hn+i7k9phwaVlTkFXXYrVS+OKd+/D+27Zj50C28ounAYkS8jw6Ytq9YoRRyAtUIT8784IG6iFffC6NZvMoMCQ7UckTuxpAK1T5PMuaBYcXXngB5513Hv35jjvuwOmnn47bb78d1113Hb73ve/h97//vevtumY7mpubMThYTIht3rwZvb2187Xz4GGhwPCQ5/T/86bf1wLEP57YwRAQ25oj6dnzkZ/SLWuKPeSdf/9fPzaEu54ZBQBqP+MUxD/+lWuaAGjhqay66+y1zXTyfXDUIORn2rIGAD580WK89bQOnL7SfsI91+H38VRRVcq2hljWWJXTNFxMVIyiiKesnVdgvUSPeAr5YwKsKt6zJvLgBlYbI8+yZm6Dta1xo/JujOpdmzMQ7j03FfLGvooEfXUvSrgBsQpkPeQnM4ZCnlgMTTAe8rGws2PfFPWjNa4dg4Njhm0NIYqtBbly6LF4qrsh9allTbqAUZ0QX9kVofPs/35sGIqqZUx9772rHBcGCfE+ZCHkm8tY1ozrn99Wwbqpp4XY9Gjf97n9KaiqpgIvpa43Ql0VqKpqUsirKkz++aUgFBT6vlbGQ57A7rMDDkJdtx/N4JwvP4efPWwvqEqW6HhojgXwidcvwR0fOQ6vWt8MADip375DwO/jsFTPqnFqW6MoKr7718O486kRR68vh4OjefzbT3ZiPG3s51ROpusZsp/YDpOGiN/UGbZRDz/OCkpFgj1fMP89WyOVPLGY2jlQX5U8VcjzhkJ+xGRZo4dgz5JlTYPuIZ8pSEUK98GUuViR1gl5I9CVB89xnmXNAsTk5CS6uoww8EceeQSvfe1r6c+nnnoqDh8+7Hq7rtmOyy67DJ/+9KcxNDQEjuOgKAoef/xxfPKTn8R73vMe1wPw4GGhQ6Ae8uZQ11oq5IlljZWQ741pk7qjmdkj5KlCnljWRLWJtVPHu6d2J/Bf9x2lP+8eyiHv0C/v8HgeB0bz8PEczlilTb59PIdNSwxvyLPXNtPAwYNj+VlVZ5+2shHXX7p0TnmMugVZdJea/BO/4EUWhTwbLkaDdb1Q13kFQsjKioojuod8n0fIL2iwJLxHyHtwgyKF/BwI4fRQGmywq5ucm9NXNOLtZ3Tig+fVX7TVy1jhObEzmQmwCvnIHBMZsFaBBFQhHw9QRTTrIe+mO8LwkTcI0oxO+Loi5JvNinESeulkGyaFvG5Z09EYwAUbWwFoquRrL+rF59+8FAEX835CvBNC3kmo67hDyxoS6jowKUBVVeqhXkodr32+ER4sSgYhTwRITmxrSDHG7+PQEPYVKeLLh7qWXtM+tz8FWQF+9+SIrbVNMquNtVTuw5L2MG5+50r86RMb8cW3Liv5OaQrwykhv+1oBr95fBjf+cvhaSnMVVXFDf9vHybSElZ2R6hdUzIn0e9rT8j7TIXoc9c3U5V8Ml9+nZu3EPC5GvjIq6qKKf0cODpZX96AcNQ8x6GTKuQZyxp5dhXy8UAAZEabFs3r2YG0mZDPFMyEfEi32aE2nh4hv2DQ1dWF/fv3AwBEUcTzzz+PM844g/49lUohEHAvPnB9lt9444245pprsHjxYsiyjPXr10OWZbzzne/EF77wBdcD8ODBinv23IWbdtyAPHLAAljfJwUZQljBV/f58M1DPBQVGA8XwAE4+YHaKIbSooxcWMGvx3344wPGhDInKUiHZdxymMdPR6axOFFR9bEYFyQoYRVXv+SHfytHv7+sTjra5r3PjwPQ1CtP7EpgPF3AjoEsTlhmr5Jg8Ziujj9xWdykxjt+SRxP7U6iJebHcX0xOgk9OJqnyi9PnV0dOhuD2H40W1IhTxZUVkI+wiwMSXeC5yE/v8CqpQ/piri+tsqt3x7mL3yeQt5DlWDJtEiQ9565cxzrehlC3oVCPhz04ROvX1KPIRWBJeTnjkLeuC+G55B/PGB0OrChkMRDvCXmN3nIEz9xp97vgOYj/9z+lCnYNUXV7c63s4hRjLPqbyfBvYRETmQlWlTobApi45IGDEwK2LA4hjNWNTkeCwFRNg8n7S1rpuwIeYcK+W69AJEVFCRzMv65T/ePX1F63cOKiKYyErUFXdkVwUuHMo5sXKhdjW4v1RTRwmcJqWyrkPcbnZGlQM6pqayEzQdSRcG0pGuisUJRtqelvMCD2H7uswQJl8LWw5oKXFZUHB4XKJHuFg9tm8L2o1lEgzy+997V+PqfDmD/SB6JnEzPc1LsYTu0GyNmy5pTlzeiIexDMqeFwpY7T3JWhbwwfdI3KyrU8ujoRH1tf8jZwgHo1BXy6UIBmUIBsUBg1hXyPp5HLBBAulBAShTRFDbOvQGLQp5Y1hCbHYOQ9yxrFhpe97rX4TOf+Qxuvvlm/OlPf0I0GsXZZ59N//7SSy9hxYoVrrfraraiqiqGhobwve99D1/84hexZcsWpNNpnHjiiVi1apXrD/fgwQ7ffOZrOCDsn+1h1BYcMCUBkIyfAWDI2ZzB8WekZO0/6++zKpCt5We5gf5dx8Ti3wFALBhDKaiqiuf3axPR153YhmROwiPbp7D1SMYZIb9jCoBhV0Nw0fFtuPf5cbzl9A74eA5LdcuaQ+N5qpafDcuahQCqkLch5NN5GVO6t3wxIW8o5EVJV5LMEYWbB2dgCVnSPttrCe/1sLDgech7qBYsIe8Fus59LG4LobspiGROqqjwnS30NAfh4wFZMYjR2QYrLHCjLp8JkE4H1o96grGsMexeJNce8gDQb6NYdhvqChjzyrFkAYKkUnsUq+2VHZqiBqlM3tfeEIDfx+EDr1nkeAxWEGUzIaINQl4b63QU8uGAZv84ni7gxYNpHBzLg+eAk8qsewI+DhynKeTH9NywgI/DkvawTshXVjyPM4G+gBbK3h4PYCghwsdztl1MZA4wlZVwaCyPRS2houI866f/wJaJYkLe4iFfLahCftiZQv5lJrx0/2iuKkJeklXcdr/Wxf3Os7rQ1hCgJHwyJyGkryWtCnme064l8uxrCPuwsjuCxqifEvLlQK5Zcm5na6CQZ4tIA3VWyKuqCnAABw4Rvx+NwSCSooiRTBbLmhoNcnuWCHlAC3ZNFwpICmaF/KBFIZ+2KOSDfish7ynkFwq++tWv4i1veQvOPfdcxONx/OIXv0AwaKxzf/rTn+LCCy90vV3XhPzKlSvx8ssvY9WqVVi8eLHrD/TgoRIyYhoAwINHZ7hzlkczfUwJEgqKisagHyEfp02W8vYWM9ViMi9BUlU0Bf3UEgfQFiUTgqbGb5/OZ1WpkDd913CAbmM8J0GBiq5IDJ94xSdKvv/wuIDxdAFBP4fj+mLYsDimEfKHK3vbpfMSNh/QzqVXrm02/a23NYS7PrGR/tzXGoKP55ATFRzVLVU8dXZ16NBVVKQ1mAWZ4DVF/UWtxlGq1FIg6MqPSioiD3MLrEIe0Ba94aCvZJCXh/kPk4c87xHyHpyDfQZ4ga5zHzzP4Wf/tg6ipMxZW72gn8dnLl2KRE5Ce8PcKAaznR9zTSHPWgUSGJY1frTpHvCJrEQJQjaUshL6dYELq5BPV6GQZ33gU7pdDc85GwvHcWiLBzCsW7Y0RX01saS0FnxC1ENe+31G0PzD2c+ioa4O5rY9LUGMpwu4+7kxAMDaRdGyhDXHcQj5eeQLCv2ceNhH7X6cWNawx56grUEj5NvifvA2z/hIQDuO+0byeNstWxHwcVjcFsLyrgg+eF4vlrSHaRcyADy8bQqfeoNqIu2JBZGTkN5yIAWgA6M5yIpq6uCzw8vMWnLfcA6vOa7F9Wf+ZfMYDo7l0RT14/KzugEY3TmpnIQW/d+EkCdFsHjYB57nsKpHG/M565pp0eMIBCTLEPIFSaEe7K0xP0aSBVNRrVpMMMeJrIXrBboq0A9RZyyiE/I5LIrH6d9ny7IGABqCAQwCSInma4dY1rRHwhjL5Y1QV6tlDedZ1iw0tLe34x//+AcSiQTi8Th8PvM9684770Q8Hi/x7tJwdZbzPI9Vq1ZhfHzcU8R7qDs6Q5147vznZnsY08bVD+7C1vEMbjqpH+f2NkOQFbz6rhcBAP978SbEA9Nf2Fx6zxaM5SX89JVrsLbFCN4SZQWvuetFKADuuWAD2sLuCU5VVVFQCgjwAddhVAMZAf/yl20I+Tg89IYT6O//zwM7sWMyi09siuF1q/tLvv85XR2/oS+GUIDHBj3wZuvhdMXPfmp3ErKiYml7GIsr2Gb4fTx6W4M4NCYgmSMVbo9cqgadOiE/YjP5HySBrjaq6QgJdRUMZYhHyM8vWFVRnn/8wofP85D3UCVYQs4LdJ0faJ0Hz+Q3nNw+p4JTzaGuc4uQJ4WVjMlD3lBJN0b88PGcKRcm5iI/YHmXRjYOTAnIizLCQR8l5N14yLcx4bIp5v1Oj3N7g0HId9aou4N4yBOQYktD2Ef32WRGQleTMd91qpAHtC7SrYczeGLXFADglBWl/eMJgn4O+QIwnjIIbvL5w0485MmxZ74b6U6w848HgOOXxvHW0zuw5VAaB8cECAUF+0by2DeSR2PEj09fuhQTjPLazraGrLsqWdZUQm9rCCE/B0FSMTAplF37TWYKJp/0/aPu28jzBQW3PzgAAHj/ud30nCadBMmcDJF4yOuFGXL9kO96XF8c91y/Ca36M5AUpxO50op31q6mJR7ASLJQE4U828kwlZWQzsuurlOnkBkLF3IFd8Si2DOZwEgmS+1qAIPcng00hLRrJyUY105ekjCe086bVW0tGDsy6MCyxiPkFxqamuxtzlpbW6vanuuZwX/8x3/gU5/6FLZu3VrVB3rwcKxBtIa6MhV7sQbBrpKiYlz337Mq7oM+Hp16iOrR9MwHu07pga7NQfMki4xzIlf++xO7mpP6tTbNdb1R+HhNfV1pckn841+51pk3JLGtIZiNUNeFgE598j6aKlbIk8nvIhuilrRB50SFLlpKLQA8zE1wHAcfc9n0eoT8ggerig/4vHumB+fwLGs8HAswhbrOsc4C4mdNFPKqqlKrldZYADzPUbU0mZe5IeRbYgE0R/1QVeDgmDb/Mwh159d8a9ywziEKeTfkLUuA12peab1nEcsajuPo31gLkJwoU59vJ4R8T7O2diPLxFOWV7bpJMWf8ZS2PmoI+9Gtb8eJhzxrV0RA9lepMYcCPK5/w1L86prj8PC/n4g/fmIj3n12t+kzCdG/pkcTjD2wZYK+X8sEIMd0eteHj+ewTA8S3jmQLfvaly2d1k6DYFn84ekRjCQL6GoK4i2nGR39ROmfzBaHupJrju0G6GwMwq/PnyghX0Yhn9cJeU1RXxzMXC2mMpbw0jrZ1ohMgC6ZQXYxwa55RmnOz2JxtUG3Ikkxoa4DKe28aQwG0cV43wNMqKvFskb2uoQ9VIDr1dN73vMePPPMMzj++OMRiUTQ2tpq+s+DBw9mCJSQ1x4qHMdRUl4oE4LjFOP5AlQAPg5oCRVPUHvjs0fIJ3RCvskyrk5CyOdLf39VVbFZJ+RP1An5SNCHlV3aA5BVye8azOIb9xykyh5ZUfHELp2QX9PsaKxWQt6zrKkOnU2lFfKkBbLXJpiJbZ0m6p656lProTRYgtZTyC98+D2FvIcqwRJ7nmWNh4UKk0J+jgUXs0IIQCPLCYHYohPxVgI76oKQB0B9uffrhGdaJ9TdKG9JUUAoKJTkdfN+9jt01GheabWsCTPHlvyNtWohga7hAO8oFJnNWQr4OBy/pLINAlm3jKeNfcwS8pXsA+0sa5boa6NKncaAZmu1qCVERVSjSdFU5PmXMzTS+uFtU/Q8ywgKLTpM10MeMIJvH3x5suzrtur+8aTQcWhMKBtMa0U6L+EX/xgCAFz1mkWm67yRKuQlSj5bPeQbShSkGhkyvxTy+vUaCfJMDsT0FfITltyDehHyeTaQVifcSbDrMKOQn03/eABoDGn3iiSjkB9Ma+fNooYY4kHt71Qhr5/IQU8h78ElXN/5brnlljoMw4OHhQvSrhbkjYd1yMdDVGR6854ORnO6mjgSsK0k98VDeG4kjSPp+iam22FKnyBYCXknCvnD4wJGUwUEfBy1qgGADYtj2DmYxdbDGZy3oRWKouJL/28/9g7nUJBUfP7Ny7D1cBqJrISGsA+blpQOjWVRRMjPsYXTfAFpb82KSlG7I1XI2xDyEV01ks7LdBHjWdbMP/h8HCBp97w+Bws4D/MbJg95j5D34AKsQtBTyHtYqAgFjPvi3LOs0cZDAluJqCUeNnzWrfMwNx7ygObrvflAmiqQ04J7D/lI0IdoiEdWUHBwLO/6/ex3IHPU6cJqs2VHyLMKeeof3+DM/rOHsXbcuDiGsIPuCqqQZ44jsZHMFxQkczItfoqSghcOpPHErgSe2pNALOSjRClrWfPGk9vREgvgjFWVLXMIyD4eSRaQzss0TPf8DS34v/cdMdnWkI6HoJ8z7cNqceGmVvz3Y8N4bMcUMoJcsqODKORffVwLth3JICsqODyeR1+Ts2fRbx4fRiIrYVlHGK89oc30N0qq54zvTjoISdGhVOi0E4U8KaBFAjztusnWwEN+ykLI18tHPm8zVkLIj2Sy1PolPMuEPFHIpxkPeaKQ72mIIaYT8mniIW+xrCEZBh4h76ESXM+A3/ve99ZjHB48LFiICqmYGhOwkI9DqmD8bToghHxHxD7AqjemkZ9HM7OnkLcq9zt0G52JfOnvv/mA7h+/OGaapG1YHMMfnhmlwa7/2DGFvcPaRP+vL4zj6vMWUbuaM1c30TbASlhSZFnjkUvVIBL0oSHsQyovYyQhIh6O0L8NTmqTGjsrE6LUGpwSoahaYJfnKzz/oC06tOvaU8gvfJgU8l6oqwcXiDPzAk8h72GhwmxZM7cIeatC3jbU00rIu/SUXq4HbRKP7lQVHvJkHFlBwEF9O27U1DOtkCf+8iaFfLrYDqYcWOGKE/94wFi3jDOhrqEAj9a4HxNpCYfG89i3LYdHdyTwz33JkkGgLczxDwd9uHCTOwcEUgRIZCUaJhsNaWru01Y24n9fmsCOgQxOXdFI/eNLKcbdYk1PFEvaQzg0JuCRbVN43YltRa9RFBXbjmpryI2L4+jvjODlIxnsH8mjr8lZICNZZ773nJ4iMQKrkCeqe3JsLtzYiv0jObzltA7b7Roe8uUIeZ2wDhrdFjmhBh7y+vkaCvAQCorJY7+WEKTi8461rMkRQt43u/MC4iHPKuSP6oT8ongM8YCukC9ox6qUZY2keJY1HspjWjMDVVXx4IMP4s9//jMmJ8u3BnnwcKyC2NKEGGI4qP+7FpY1ozntQWH1jyfojeuE/Cx6yDeV8pAvQ8gT//gTl5l9E4lafudABgVJwU8fGgSgVaILsorfPzmCx3ZMAQBeucaZfzwALOvwPORrBbKQOMKoKxRFpe2PdpY1ZKFKWlubY36qLvAwf8CSsp6H/MKHp5D3UC3iXqirh2MA5lDXueshr1mLFId6tlota1x+h/4Os2VNpkpCnhDZB6pQyNeDkI+FfKZnnr1ljUGqkmKHUw/77qYgyOP1VIeEPLWs0Ql5so96mrW52Od+uxc3/ukgHt0xhZyooC0ewOtPasMNb+3HknZjvjbd8ObGiA8hnYDePZg1bbNbt7UcTWpjpJkA0dpcGxzH4cKNWgHhf7eM277mf54bQzovIxTgsaIrbNgqjTr3kSfjXtxWPM9tZENddfKZnCttDQF87k3LsHaRffc2IeTLWtbonQzhgGFZUwuFPDlf1/dqavWBeinkC8Vj7YhGwEEjtUcy2jkz+wp57ZxNicWWNb0NMcR0bsOwrPFCXT1UB8eM09TUFN773vdi48aNuOqqq5BMJnH22Wfj/PPPxxve8AasW7cOL730Uj3H6sFDzfG/hybw0X/socRxPSBSTzGzZQ37t+mAKOQ7SxDyfbqH/JHZDHUt5SGfU2w9DVVVxXM6IX9yv5mQX9wWQmPEB0FS8fNHBrFzMItIkMdn37gUAPD7p0awbyQPHw+csco5Id8cC5gChUKeQr5qkG4D0loMAGPpAkRJhY83fOZZWBd5nl3N/ARZdDRGfJ7q9RgAOd48B6+A5sEVWELOu1d4WKhgCfnwHFPIkwKBrACCpDIKeWP+xc7F/D7Odfdov66QPzohQCgoVCHvVhFNxnGYEPIuAkDZPKJaWdaw4a0AEAqyCnk7yxqxaCzlEPDz+OD5vXjLaR04rs+Z9abVsobs4y6S7ZQsIBTgcfV5i/DLD63Hvddvwr+/pR+vO7ENP7pqLU5aFseKrkiRhadbcByHDl0lv0MPV23V90m7vv8JIZ+s8nwohws3aar4Z/akioJK73pmBP/xPwcBAJed2Qm/j6fn6L6RPJwirY/brmOEFBfSeZmqwQMOBQtNEaKQL614zzEe8kTMlK2hQp6cb/VSyNtZ1gR8PrREtPPuUEJb/8+2hzxRyKcEbb+oqmq2rNEV8jTUVVf2Gx7ynmWNB2dwPDP45Cc/iSeffBKXXXYZtmzZgosvvhiyLOPJJ5/E008/jXXr1uHzn/98PcfqwUPNcefuUTw7nMJzI6m6bF9VVYgK8ZA3W9YAqKmHfCmF/CLdsiYhykiJ9Ss82CEhklBX80OVjFWQtUAfK45OCBhNEv9480SU4zgcp//uZ49o6vh/Ob0Tl5zYhmUdYVp537Qk7nqRz05CA55Cvmos1ZU2hxhCnigtupqCtkpaayu3UxWRh7kFMgH11PHHBsi17HSx6cEDQSjA0/PGI+Q9LFSYLGvmWDYRO+/KiTIlclnLEpZAjgZ5R/7nLFrjfjRGfFBUYNdQllp4uLW+IeMQ9IwaNwQuS8LXcm7JdvbYKuQZlfN4Svt3W9z5uN93bg8+felSx8Vu0tlLfMvjetGC+NGHAjy+8+6VuPLVi7BmURQ8s92WWAC3fmAt/vva9TXpEO7U9/kuXSHfonddEKKeFCioQt5FgaUSlnaEsWZRFLKi4rt/PUKFX79/chg3330IAHDZKzrxbxf0AjBslQ6MOFPIq6pKcxfsOjXYc5MUuZyuKQmZX85D3lDI+wzLmloo5PWxkk70wUkRch3sVuwsawCgM6odh8NJjZMJ+2fZskb3kE/qCvmpvICcJIED0B2LFoW6ip5ljYcq4fhM/+tf/4rf/OY3OPfcc/G+970PixcvxoMPPojTTz8dAHDzzTfj0ksvrdtAPXioBxK6D1stiHE7iMxN2GRZwxOFfC0sa4xQVzvEAj60hPyYFCQczYhYG6ztA05WVWweSeO4tigilmo2VchbPjPi9yEe4JEuKBhLFdDeYt4msatZ32cfZLShL44ndyUhK9oE851ndYHnOVzxym58/Y8HAABnrWl2/V2WdoSx5XAGfh/nqT2nATuF/OHx0nY1AGjbJcF0W2Y9zA4IQdvX6gW6HgsgBRifR8h7qAJvPKUd+0by1NbCg4eFhrlsWePjtSDNfEFBTlBoqCtrWcMS2KUCMsuB4zgs64jgpUNpbDmUBqB1VEVddgu0Wmyt4m4U8vEALjmxDUE/58rqphJaoqUIeW2fserssTRRyNvnfdUCbIAwYJDFbzqlAyOJAv7l9A6cYLEBtcJtwaUUCPG+a1AjuUmRglgGUYW8Tsi7yQRwgmsu7MXHf7kbf3lhHEvaQ2iK+vHtPx8GALz77G5cc2Ev/a7k+XNwXIAkq6i0+siJCghtYHc++X0cDSEm9kGuFfJZCaqq2h4PViFvWNZMTyGvqiotIK3piVIb2LFkAV3NtT1n7SxrAC3Ydcf4JFXIz7ZlTaOukM+IBciqigHdrqYzFkHA56OhroIso6AojGWNdi/wLGs8OIXjp+Hw8DBWr14NAOjt7UU4HMbixYvp35csWYLR0dHaj9CDhzqChI6KdapeskR/yMayprYK+dIPzL46+sj/78EJfOQfe3Dtw3toEAtBQlcQNIWKJ1rtYX1SlioU/Y3Y1ZzUbz9xZFXzbz61nZK3Fx/fip7mIAI+Dq9a3+z6uxCFfMhTx08LS/XJLauQ/4fu67+u17711ro4c9rW62FuwSDkPYX8sQBSuPQCXT1Ug0+9YSluvXKN4/B1Dx7mG1j7w7kW6goYY8qKMvWQLmVZUw0hDwDLdY/ulw5phFY87DOps53AOid0Q6xzHIcvvrUfn750qavPrIRmpnBhDnXV1jwTrId8FQp5t7CuXYgt2JL2ML72juUVyfhagnQlECV5Szxg+v1oqgBVVWmoay0V8gBw+somfOKSJQCA2x4YwLfu1ZTx7zvXTMYDQHdzENEgD0lWHdm0ENslH8+ZCm4sCLFOuk6cWj2RbrGCrJZUvecL2udrljU6IW/Tbe4G6bxMu1daGwLo0Un4etjW2FnWABrRDQAJPUR1thXyRAGvQiPljUBXzWM/GjCu/4xYoJY1IYtlTT26DDwsLDieGSiKAp/PuFn6fD7TzaxWFVUPHmYK/7+9+w5vq7zbB36foy1Zsrwd27GTkJ2QQcIIK0BCwiiUQltKKWWU9m2bACEtpdBS6Axt39LBG0b5UWZbeNu3UEaBMkIgJTsESALOIDuxncRLtrZ0fn+coS3Zjpbt+3NduWIfHUuP5Mca3/M99xMMS3ApL2rZyHJPRu2AFwFEHxw3Kt/090BAm9uPG99sxnO7jgKQj2iri7qmypAHgHolRz4XBfmPO9za/3ev2RNzalanP3mGPABUKqf0HXXFnpYnSRLe3yN30ZyU4s3j1JE2WI0izAYRXzmzVttu1Iv4f/81EU8umoyRFf3vuFMLyf3NyKRYjcpj39EbRJdb/vfe9i4AwAUzKpL+jEEvxkTZMEN+cGJkzfASiawpvkITEVGhmWM65IvveVJdv8ftj+qQjyoaR38dfyZjX6kZ3VuUDvmBFPbj3xNmu6N6IDJF1sRmyCtnM+e0Qz52fhXyMVI75FVahrxyYCUYktDpDsKlFeSzP9YrTq3GVafXAJDXSVg4rRzfnF+fULOSz+JQF3bN/Dm5xxuJq0lV/1Lvj9oh39eDzhZjJMpNPXsgnlqoNxnEqMia4+uQVw/GWU3yZ+s65WzmgzlY2FWNnYpXY7PGfF/oDnm9KMJqkH+PLr8fh1zy89cIuzxOnSBol/cGAlqHvDEhsoYd8pRev579/t//+38oKZFzpYLBIB5//HFUVlYCAFyu3GRwE+WKKxB5oQvkuEPepIvNXTQOsEP+hd3HsK3djX0uHy5oKkMgLMGnFP1TRdYAQL2SI5+LhV33uyLXuepwN367+QC+O7MBEoBu5QyE0iQxORVqQb4ntkP+UIcfrV1+6HUCTmxM3k1dYtbjj9+YCF3UwkGqSrsRlQNsApnSYINJL/D0+eNkNelQ5TDgSHcA+4560XxYzg2dMMKKE2osqX/OKGrdMuyQH5xOGm3HgXYfZo3JXycWFY56ACbZuhBERMOdqcgL8hZTZFHISEE+8v7LYtRp8Rs208DGP1rpkFfPiO3Pgqyq+BjDgVxHtjkzRNb0eEMIBMMIhiWtU7qmNHfvbVN1yBdCdWlcQV75/el1IspsenT0BnGkOxAVWZObsd50QQMEQS44f//SxpQF9NHVFmw76Maeo5kXdu3xymNO9/iq90ftpjf28T2SIAgotepx1BVAlzuEWmfiPt6kkTXHV/RVF3Qts8q/p/pyE7ArNx3yvjSRNdFMusL/jduNRrgDQbh8fm1BV7VDHgBKDAa4A0H0+gORDHkdC/LUP30uyDc2NuKRRx7Rvq+trcVTTz2VsA9RPnT5grAaRBjEgb+57YpakTwbWe7J+JUn4fgXYnVR1/525q86JHcZ9wRCeHN/JyaVyy8KpUZdTCROPC2yptffr9vri/1Kkf8LY6vw951H8Nyuo6iyGPC5MZVQ7138oq5ApEP+WFyHvBpXM7neljZvc1ytNeVlA1VpN+K5705DyQC7gCiiqdKMI90B7D3qxb/ePwYAuHBGedqfsRh1WkG+kh3yg9KSi0Zi8cIGFmiHCS7qSkSUWsyirkWWIQ9EOuQ9/nAksiYur72ixAC3zzfgyBq1Q141kPfYCR3yBSw2q9ROeJ0Ye1DabtZBJ8pd2Z3uoLawp9Oqj4m5ybb4s3sL+RhFL6QLRB4rAKh2GJWCvF9b1LU/i/T2h04UcMuFIzPup87RPUcyF+TVInu6gnx8x39/3iM5LDqlIJ+8Q17NYLcYdJHIKV8Id/3vp/jkUC8e/9bkfv+tqn/76oLO9eXyAZVDSTrkfYFwyqievlAjd+KpkTUqS4EjawA5R7611w2XPxBVkI+M02Y0AG4PepJF1igHf1iQp0z6PNP37NmTw2EQ9V2HL4DLX96KaRUl+P3csQO+HnXBUSBSOM82tdBvjCuWq4u6+vpxIKDV7cf2zsgK8M9/ehSVlhEAgKo03fEAUF+Smw75QDiMFqXIf83EGtTZjPj9Bwfxxy2H8d7hbgCATZ/8wEmkQz72Dcf7Wn58SVbH2leMSsmOpkozNnzqwqrmLmw90AudCCyYljyuRhXdPcYO+cGLxfjhgx3yRESpRReuzMdRxMoVq9L1fqwnoEVhlMW9D64oMWD/Md+AI2uq7AaUmHVa1EfJAOJJyuKy13NVwO0PNbLGpI89C1oUBTgschd4R28Qe47In91G5fjs24TImkJ2yMdF80TPqUqHAc2HoXTIK5E11sIeYKlVMtPjP5Mm0xsVWZNKfCZ+f9ZJUXPkuzJE1piNonZA7agrgH9/2A4A2H7YjZn9XC9AK8grc1qLrInrkP/bmjb89l/78Ourx+KMCc5+3YbKF0he+6iwmCEKAsKSfLmpwJE1QCRHvsPjRWuvHNFbZ4+cvW9TcuSjI2tM8ZE1kpRygV4ioB8Z8kTF4lCPH76QhB1RxemB6PJHFeRz1CEfHVkTbSCLuqrd8aMdZugFAdva3fiPsi3dgq5ApEP+iCeQlYVkVQd7/AgDsOpFVJj1uHJ8NRZNq4NeELDlmHwkOdmCrkCkIH8sblHXTRkWdKXBQc3jX7G1AwBwylhHxiJ79MKu8acnE1HxUQvxLMgTESWKLpJaBxj5kktq176aFR2dS61Sc78H2iEvCLFRkAMpFBv1YkyRs5BxLCo1miZZt7D6HrazN4jdStd1U44L8saoszH0utQLjuZDhV2P6HV7o8+6qFLm01FXIKcZ8v2hjq+jN3NBXu2Qt/WjQ74/a5NpBfkUHfKeqEVd1eeU6OTdvtyHeB1KpJI6p9V1oOIz5N/5uAOhMPDB3p5+34bKmyKyRieKqLRG/kYKvagrIHfIA8CO9k6EJQlmvQ5l5kjNxaYU7Hv8UQX5uMgaAAhJXNiVUiu+dwZEGah57+7g8S1g0uWLzpDPcYe8GPtCrEbYDKQgf2FTOc5pKAUgZ8oDmTvkS4062JQ3aod603fJH+7147W97X168VDjahpKTNqR36sn1OCx8ydgYpkcKVNnS36woNKsvCGL6kY41OFDS5cfOlHAtMbCdMhTdjRVxn7wuHB6+u54ILJgmMkgDjirlIjyR6cW5EUW5ImI4pmiCnFmQ+GLyPHU4vsBpfBWbtMndHKqhWS1i3ggomNr0hUy01GL3CZ9YYvNqhNqLCi16jG9KfHzipov39EbwF6lIJ/r9amiz8BIt+BoPuh1ovb70omxBWp17a+2bn8kQ77AB1jUsbb3oZjd41E75FMXjOM7/vsTWVOqPFbdqSJr1A55g5g0BquzN5CwDQD8wTC+9+ed+O7TOxCMa0TsUG5LPeujodwMUcnejy7K72z1KLfR/6K/Nv4UBXkgdmHXQi/qCsgZ8gDQfExuLqsrscX8Xakd9L3+APxBpQlTn1iQZ2wNpVP4VzOifgoqhWJ/WELwOBZj7Ypakbw/0TH94dMy5JN3yPv7OP7eQAgb2+Sj0WfWleKyMfJiyurBiUwFeUEQomJr0ufI/3bzAfx43V6sUSJn0tnvkt9kjlSuW3VCqQV/PG88lp0+Gnee3JT0Z7UO+Z4Awsr92KTlx1uLMmuT+q4xqiBvNYmYO8mZ8WfU33lFSeIHQiIqPmohnhnyRESJot/LFuOirmojhFp0S3Z24jVn1eI314zF506uGvDtqAu7AgMvvqqRkvYCd1OrSq16vPS9abj3qhMSLiuL6rhWI2uaqiwJ+2VTdBf2QA96ZJOaI++0GiBGHbRXt7d1+dHjK5IO+ZLIQrxqYTUVdcz9ypDX9/1v39HXyBqDmPQ5pT1F7M7vX9mPlR934t1PuvDR/tgO946e2PUjSsw67Uz1t7bKUTgdvQHtujtSHCzoi1SLugKxC7sWRUHeJM+Lg0p+/IiouBogElnTE0jskNdFzfnjqVdRdj344IOYNm0aHA4HHA4H5syZg1deeaWgYyq+dwZEGUQ/qR1Pl3w+OuQjkTXH1yG/trUbQUnCyBITmuwmzKwqQaM9UgTPVJAHohZ2zZAjf1jpoD+QoZMeiGTSN9hNCZfpRQFz652otSbvqClXomzURY8AxtUMJbWlRq0z7LwpZTD34QCL2qlVyfx4okGBkTVERKmVl+jx2dmVuPbs2pgCTbFQC3qRgnxiYdRi1OHMCc7j6kofE9UhP9C4GTX2sBjialTGuPx4ldppfMwVwL5j8mOb8wx5fWyHfKFVK53w8fn/aof8niNeqCdj2y2FHa/DotPex2SKfFEXok03D+MPGvWrQ17pru9yJ69xaIu6GnXQiYJ2ZsQI5QyWziTF8tc/asff1x7Rvn/3k86Yy9Wu+rKoRYfnTS0HALzxkdwdvqvFk7B/PH8wjKfePZwQdZNs/MlEL+xq0hX+wJvaIa+qK4ktyEd3yCcU5KOeF0LskC8aDQ0NuPfee7Fx40Zs2LAB5513Hj772c9i69atBRtTv15Zg8EgnnzySbS2tuZqPEQZRRfke9M8qWeSjwz5VIu6ah3yfSzIq3E1Z9aVQhAECIKgdckDQHWKone0+j4W5NXFbo95kr/YRtvnkq+rsSSxIJ+JXhTgMMovVkeVHHkW5IcOURQwZWQJBAG4dFZl5h9A5IMh8+OJBgcdO+SJiFISBAF3XjYK317QUOihJKU2QqhFsnJbbt5/ja6KLsgPrNCmHiwohmJzJmphc+uBXgRDEkwGEbWlA4/86QuTobgK8monfHR+PBBpujncKZ+xbTaIMfn3hSAIgnZWQ3tP+s+/2uLE/VjUdSCRNaky5CMFefkxu/rMGpw3pUw7g6Ujbvx7j3jxi+f2AACmNMgF5fiCvHoQwhn1uzpnshOiAHxyyI2D7T4triZ6/3jPrm7D/7x2EL9+cW/K+zcYI2tU9fbYeCqbQfld+fzaYrRGZdyCIEQWdmVBvmhccskluOiiizBu3DiMHz8eP//5z1FSUoI1a9YUbEz9evbT6/X45je/Ca/Xm6vxEGWUiw75vkbH9JdacDfFdcWYRHVR1/S3e8Tjx5OftOCdg5GCvOqiUeVaNv2IFDnt0eqVfQ6kKchLkqQV5Nu9mU9Hi3TID6zro8wsPw5Huv041OHD4U4/dCKYHz9E/OyLY/DYNydhelPfDrCop05nWvyViIqDGlmjY0GeiGjQscYt1JqrhojqUoNW/B9wh3yRRdakoxZ3txyQoy6aKk0xsS25EB1ZM9CDHtk0okxu1qq0x35GrXbEzrFCd8ertBz5FJEvKjWyJt1Bj8TImv4v6tqdMrJGvn2z8vf0jXn1WHbVCdoaD9HFcq8/hDue2QW3P4yTRtvxu2vHQa8TsO+oT1vbAADalY736L//8hIDZkXF1uyM6ZBPPrZVSqF/025XymiawRhZo0qIrFE65Ns9kcdS7ZAHIu+RA4ysyQuXy4Xu7m7tn8+Xvgk1FArhmWeeQW9vL+bMmZOnUSbq97P1Kaecgs2bN6OpKXkuNFGuBWIK8sfTIR8p5ve1U72/1IK7KaFDXkh5u75QGCsPduJfe9qxodUFdY9xTgtOrIi8EDiMevzi9NFocfvR1IeCuBZZ05s6Q74nEIJ6jOCYN32HgDcYRpvSRT+QDnkAKDML2Nstn9KpvrhPqrclfECgwanCbuhXcX3h9HJsP+zGJSf1raOeiApLi6wRmYBIRDTYxK/XFB8vki2CIGBaUwnW7OhGY8XAPjOcfIIDNlMLThvnyPLosk/tNFaLj6NynB8PFF+H/GdmVuCYK4BL4s6SLbXqYdAJCCgfOAudH68q72OHvEtZ1LUkzYGE0oTImgFkyKfokI/OkI/m1NYtkMcvSRJ+9eI+7Gr1oKLEgJ99cQwcFj1OGmXHul3deLe5E01VtQiHJe22nHFnM5w3tRzrP3XhjY86EH08yeUNIRgKQx91v7o9QS2b3heU8NG+Hsw+IfFvNW1kjTXyd2LWF35eJI+sifxe1MiaY0pBXhfVFQ8AekEEEGKHfJ5Mnjw55vu7774b99xzT8J+H330EebMmQOv14uSkhI899xzCT+bT/2e6d/+9rexdOlS7N+/H7NmzYLNFnukaNq0aVkbHFEy6qKuAOAOZCtDPkcd8ikWdVW/Vwv2kiRhS7sb/9pzDG/s60Bv1IGGGZUluGhUOc4b6dSOtKpOH1GKvlIjaw73+hAMSwnXBUTiaoDMBXm1O95u0KHUNLAXTa1D3hXAoQ75+k4axbia4WpinQ3Lb5hQ6GEQUR+pBXlG1hARDT7WuEUhcxkZ+LMvjkFLlx9ja62Zd05iUr0Nb/xgRs47zbOhLC76J9f58UBshny6YnG+OG0G3HLhyITtgiCg0m7QImvi410KJdIhn/7zb6+6qGua5rH4rv+cRNbEFeTVOad2yL/8/jG8/P4xiALw0y+O1hqkzp7kxLpd3Vj1SSe+cmYtXN4Q1P7AMmvs5/lzJjvx6xf34pND7oS1gjrdwZizH9bs6EZ0n+HaXd39Lsg7zSY0ltrhDQbhMOU24qkvosdQbjbBYtAjHI78XtRFXbt98lyO7o4HIs0qIYkF+XzYtm0b6uvrte9NpuQHfydMmIDNmzejq6sLf//733Httddi5cqVBSvK97uK9qUvfQkAcPPNN2vbBEGAJEkQBAGh0MALpER9Ecxah3x0hnxunigjGfJxkTVqhnw4jG5/EEve2YVPOtza5bVWIy4aVY4Lmsq1zvbjVWUxwCgK8IcltLr9WoE+WmxBPv0pe/uVgvzIJAu69pVakD/qCjA/nohokFEXEVNPlSYiosEjIbLGlruuVLtFf9xxM4OhGA8kdhrnpSBfZB3y6VQ5IgX5YokgUtcoaM+4qKsSWZNm3BajCL1OQFCpA/RvUVf5euVCuRSzGLQkSTGLukZTY5K63EGEwxKeeU9e8/Hr59Vh1phIYfzMCaX475eAD/b2oMsd1Drq7WYdDPrEA3SzRtux/lMXgiEJRr28iGy3J4TO3tiC/H+aOwHI7wsPd/qxbmc3Fi1IvH/pImsEQcB/zz8TIUkqijMv7cbIgbX4uBog0iGvMurjC/Ly7y7IyJq8sNvtcDgyn0FlNBoxduxYAMCsWbOwfv16/P73v8fDDz+c6yEm1e9nwN27d+diHER9lo0M+ZAkoTs6siZHT5Q+NUM+oUM+Elnzyp52fNLhhlkn4twGJy4aVY6ZVSUQhey+6RQFAXU2E/a4vDjY60takO+IKsh3+oIIhiWkeg+x3yWfnjXyOA4YqAX5Lft7cKhDyY9vYn48EdFgcO7kMvzpmxMxtmZgHY9ERFQ4ljx2yA8nZQkF+TxE1kR3yBdBhnw6VQ4jADlfv1gOHvS1Q75HaVhL1yEvCAIcFp2WRx9f6E5HPWNAkuQFZEujuta9gTDUoABz3N+uU9kvLMnxMQfa5ca5+SeWx+w3osyEsbUW7Gzx4D/NXVpjRfxBJJUaWwPIizP7Q2GtIK8KhSWs3tENAFi0sAE/fPZTNB92o8sdjBk/kL4gDwA6UURxzAjAoNPBrNfBGwwlLOgKRDLkVak65BlZU9zC4XDGvPlc6vezNbPjqdBiCvIZntRTcflDiC7B5y5DXomsievoMEYt6vrmgU4AwDdPHIEvjqvOyThU9SVG7HF5caDHh1NqEi+P7pCXIBfoK1O8qctGh7zTLD8u2w/LC8VMrLPBxvx4IqJBQRQFTGngQVQiosHIaszPoq7DjcOihyDIRVVRAEYOMDe/P6IXdS2WIncqlVHrSxVPhnzmRV39wTB8QbmCkCkWyGHRRwry/eiQN+hFWE0i3L5wQkH7SLd8sMBiFBPipgx6EXazDi5vCLtaPfD4wxCE5GcwnjXRiZ0tHqxq7sS8qWUAEmOWVOdOkWNrwhIwttaCwx0+7AbQERWps+1AL7rcQZSYdTh3shNjqs34tM2L9bu6Ew4IpIusKUZ2oxHeoAd1STrk1cgaFQvyxe+OO+7AhRdeiMbGRrhcLvzlL3/B22+/jddee61gYxrQuSBPPfUUzjjjDNTV1WHv3r0AgN/97nf45z//mdXBESUTiHpSG2iHfHRcjXyducqQVyNr4hd1VbLTPQFsOSZ3CJzb4MzJGKKpXfEHe5Iv7NoZ97i0p8mRVzPkjydSR+2QVzGuhoiIiIgo96ymyPtwnSgUfSF3sNCJgtaxXFdugrEfHdIDFR1ZUwwZ8unIHfKy4smQT1zUtaM3gOsf3IZHVxwCIHesqzI1kEXfr+iDJX2h5ch7Yj+Xt3XLn9+rHUYISc6kV7vct+yXaws1DmPSuXf6eHkNuvf3uLTM+fizOlRlNgNmK5E3E+qsKFUK99Ed8h/skxdznT3GDr1OxClj5f3/b22bFomjytQhX2yqbfLZLaOciVEoelGEOaoIb4qLrNExsqbotLW14atf/SomTJiAefPmYf369Xjttddw/vnnF2xM/X51ePDBB7F06VJcdNFF6Ozs1DLjnU4nfve732V7fEQJYhZ1HWCGfPSCrkDuO+RTRdZ4lcunVdhQZcl9Bm+DVpBPflpOZ9zjkm5h130u+Toa7QPPRWRBnoiIiIgo/6I75Mtt+kGT0T4YqMXR0XnIjwcQU3gt9gMr1Y5IZ3HxZMgrHfJRBeR/vX8M2w668fz6IwAiBXmrSYzJdk8muvNfr+tfyc1hTb6wa1uXXJCvKU3eza52uW85IBfk68uTN82NH2GFTpTPBth+2K38bOrfwx2XNeFb59fjs7OrtP2iC+09Sq5+tXKg5YLpFdCJwKY9Pfji77Zg1SedAGIz8AeLb846ETefMh1TqyqSXh4dWxPfgMkO+eLz6KOPYs+ePfD5fGhra8Mbb7xR0GI8MICC/P33349HHnkEP/jBD6CLOiI0e/ZsfPTRR1kdHFEysZE1A+2QV15Q9eriqjnqkFcja1Is6qo6d6QzJ7cfr94mv1Ae6HNBPvlpe72BkJY3fzwZ8qUmAer7GVEApjUy+oCIiIiIKNeiM+TLSoqjMDpUlClF1abK/BTkzYboyJri/l3GRtYUx8EDtUO+yx1CUPn8/uaWDgDAUVcAwVBYK8j35fGNPtDQn8gaINIh351QkJeL4NFnGEQr0zrk5Y71hhQFebNBxOhqufN79fYu5WdTx1XVlZlw3dwRMBtE7cyP6A75Xl/kQAUATKq34ZFvTMS4Wgu6PSE8tvIwACAQkjDYmsXr7CWY29SQ9IwEILYgnyqyxh8aWL2Khod+F+R3796NmTNnJmw3mUzo7e3NyqBSuffeeyEIApYsWaJt83q9WLRoESoqKlBSUoIrrrgCra2tOR0HFVbsoq7H1yFfrXSl+0O5KsjL12sS4yNrYp/Uz6135uT242mRNb0+SFLifVYL8galSp6qQ17Njy836WEzDPyNlCgIKFfePEyss6KkyDs6iIiIiIiGAnNUzAnz47NrdI1c8MxXs5FOFLQDLKkW6CwW0QXlYumQL7XooX487+gNoqXTh61Kp3lYAtq6A3CpC7r24fOqeqBBJyJjN33CWFJ1yHerHfLpC/Jqdn1dioI8AEyqsynXKX/W7+sBuUiHfGJBPjrGZ0pDCb7zmcaY+zHY4mr6oiQqRz4+smZEifwY7+nszuuYaHDpd0F+9OjR2Lx5c8L2V199FZMmTcrGmJJav349Hn74YUybNi1m+6233ooXX3wRf/vb37By5UocOnQIl19+ec7GQYUXW5A/vgz5Kov8JBpIcSpRMCzhkw530uJ1X0Qia1J3yJ9YYUO1NfdxNQAwwmaECHkx2aNJut/VgvwoJYYmVYb8PpcXwPEt6KqqULokZjKuhoiIiIgoL0RR0BaHLE/TIUv9d/MFI/Hof03E2ZOcebk9QRBwz+dH4weXNRX9wZUqR/F1yIuioB3IaO8J4q2tHTGXt3b6tQ75vhXk5evqb1wNAJRa5evv8sTWOVqVyJrqlAX52N97qg55AJhUb037s6k4tQz5SI0g0iEf+7ioj4FLuR+DLa6mL9J1yI+vcAIAdrR35nFENNj0+xli6dKlWLRoEZ599llIkoR169bh5z//Oe644w5873vfy8UY0dPTg6uvvhqPPPIIysrKtO1dXV149NFHcd999+G8887DrFmz8Nhjj+G9997DmjVrcjIWKrxATGTNwJ7Y1cKzWpAPSckX3Pi/nUdwwxvNeGjL4QHdTqpFXY1RHfPn5WExV5VBFFGjFP+T5ch3Ki+oY0rlgvxRT/LImmws6KqaPdoGg07A+XGrsBMRERERUe5YlBx5RtZkl9kgYurIkpRRF7lwzuQyXDq7Km+3N1AWo06LrUkVv1II5bbIwq5qXI2qpcsfFVnT9w75+NjavlA75BMia7RFXVNkyMf9DafKkAfkWJmYn+3jWRXqfp1RY3Mn6ZAHALvyGLi8QUiSpHXID6WVKkpiMuRj7/+ECrluueNYJ8IDbO6koa/fr7w33ngjLBYLfvjDH8LtduPLX/4y6urq8Pvf/x5f+tKXcjFGLFq0CBdffDHmz5+Pn/3sZ9r2jRs3IhAIYP78+dq2iRMnorGxEatXr8Zpp52W9Pp8Ph98vkgx0uVyAZAXmhhoJ/Rgpd7nYrrv0aNINqbownlvMDSgcauRNZWWyJOoPxSCToh9It3V5QEAPLO9DZ8dXY4Rtv4VoNUOeYMoxIzTIAJOow69wTDm1pfm9bGvLzHisNuPAz1eTK+MfTFWD1ScUBrpkE82P9QFXUeWmAY8dkmSIEHCjXOr8fX5I2E2iEUzB6nviu35g4oP5whlwjlC6XB+UCacIwNn0Trk9UP68eMcKS6//PIJOOYKoNphKIrfiSRJWrF524FebNnfC0EATj3BgTU7u3G4wwejEvFkM+kyjlktRut1Qr/vn1rM73QHY35W65B3GJNep5rvrqovS74fAJxQY4ZeJyCoxOs6rX37+1e79zt6I2Pr9cn1Dqsx9rO8XSnQh8JyF73HrxTkow5SFcPvvq+SPYdY9ZHH3KSLnRcNdhvMOh3cwSAOdLkwsjQ3aQCSFPtvuBlMcyiZAR0Kv/rqq3H11VfD7Xajp6cH1dXV2R6X5plnnsGmTZuwfv36hMtaWlpgNBrhdDpjttfU1KClpSXldS5btgw//vGPE7b7fD54vd7jHvNgEgxLCPr9CAgiwmL/T6nKCeWPSpIkBMKJkSnRC2O4A6Gk+2TS4VPy0kyRF4TegB96UZ90v0BYwkNbDuGHJzf063Z8ylj1QjhhnL8+swmBsIRyszCg+zBQI5RTzfa5PDG36w2G4VUOIDQpXQtHvQEEwgEEw3KhXn0B3a9E1oyw6Qc89mA4iDDCCAVCMOlCCPi44MlgJEkSAn55DuSzC4gGD84RyoRzhNLh/KBMOEcGzmKUHy+HSUTAl7/PI/nGOVJcxlcZgSpj0cw5SZJQapFrIU++K58ZP6PRhokjzHJBvt2rFextRiHjuNWGc4Mu874JP6ss0NvZE9B+1hcIo8stf1YuNyPpddqjTjawm3Uwi1LK2xYAjKkyY3uL3HxYYki9bzS1Cb/bHYTP64coCOhRYnBNcbcnSpJ8/0MSOrq86HHHn3kvIRwePLU3SQLCYR8AAepTiC1qMWWDGHt/BAAnlNmx9WgnPjl6BPX23ERJqcnLPh9QLOW8fIputB6MBnxuWltbG5qbmwHIL2pVVdk/PWr//v245ZZb8Prrr8Nszt4K5XfccQeWLl2qfX/w4EFMnjwZJpMpq7czGARCYeiNPhiMpgFlnOWE8gwnCAIMYuITVzjqRCdPKJx0n0xcyhHaKosZOkGOrJGgT7iubn8kEueN/V24anwNJpbJmWsbWl1Y3+bCdZNqYNEnP3XNr9SYLXpDwnVPLi9Mvt/IEguADrS4gzFjOhaQj7obRAGjHHLnfLs3CL2gB0TAIBogCPJR/gM98r6jHdYBPf4AEBJDECFCb9TDYCrurENKTT0qbTAZ+AGHkuIcoUw4Rygdzg/KhHNk4KY32bH3qA/TRzuG9PtxzhFKR5IkVCoVbW9AgigAN184EjuVgnVbTxBGJd7JbjVk/FtprJY/S1c6Mu8br9whn5Hv8oa0n23pkQu9FqOIslJz0jlc6YzUsRoqTBlvd3KDTSvIVzot0PchXqdSiWUJSYA3LKLUqtc630tLjAm3WWLWoaM3CE9IQEiQa02CACUSQYAoDp7am/wcIkEUTdrjX2KyaJebDcaE+zO+ohxbj3ZiZ0cPzj8hN/dVLcKbTMAwK2UCAEym449QLqR+F+RdLhe+/e1v469//SvCyuEYnU6HK6+8EsuXL0dpaWnWBrdx40a0tbXhpJNO0raFQiG88847+J//+R+89tpr8Pv96OzsjOmSb21tRW1tbcrrNZlMMb+47m555WNBEIbdC7R6n4vpvkePItmYgnEZ8gMZt7qoq9Okh1EU4QmFEZSkhOtSo21Glpiwv8eH5R8ewu/OHotHth7GU5+0AgDqSky4bExl0tvxK38jZr2uaB5fdSHWAz3+mDF1KkcPnCY9KpQoH28oDE9IglEXmSNd/hBcAXnfhpLkbwj6QhAECCiuuUcDU2zPIVR8OEcoE84RSofzgzLhHBmY736mETctbIDZWByLa+YS5wilE70Y7pVzajC5oQQ9XvmzfGuXX1v41G7RZ5xDo6otWH79eNSXm/o939TFZbs9Ie1n27rlzvNqhxFiijboipJIi3xfbndSvQ3PbziKUqseBn3fGjONBh1KzDr0eEPodAfhtBm0yBqbOfFxcVj06OgNoscXTpohP9j+FuOfQ6Iz5E36xPtf5ygBABzz+HJ2XwUh9t9wM9jmULx+t0TfeOONWLt2LV5++WV0dnais7MTL730EjZs2ID/+q//yurg5s2bh48++gibN2/W/s2ePRtXX3219rXBYMCbb76p/UxzczP27duHOXPmZHUsVDxiCvIDzpCXC8qlJj0MytFgfyjxetTC/S0z6mEUBWw60oNr/v2xVowHgG3HelPeji+kLupaPE8U6kK27d7Y09I6lVPMnCY9rHodrMoLc7s39vSy/cqCrtUWA8x9fPEmIiIiIqLiIgjCsCjGE2UywikXtGtLjfjGvDr5a2VbS6dfi2bpy6KuADD7BAdGlPW/e9dhkQvyXZ7IZ/C2LrUgn7rrXc13B4CGNAu6qk4abYdOBE6o7l9btXrAQM2Rd/uTL+oKRC3s6gnCqxbki6csctxiCvK6xPuvZsx7gvFxPUSyfnfIv/TSS3jttddw5plnatsWLlyIRx55BBdccEFWB2e32zF16tSYbTabDRUVFdr2r33ta1i6dCnKy8vhcDhw0003Yc6cOSkXdKXBLxhVgA9JgD8swdSPgndYktCtFNpLjXKHPBDSutkj1y2hW3mBmVhmxRfGVeHPzW3Y6/LBphcxv7EM//z0GLa1u1Pell/JZDcVSxwQgDLlVLIOn/wiqh5VjO6QB4AKswHuHh+OeQOojVrM9oCSH6922hMRERERERENVmeMd+DWixpw+ngnrEpxubpULsh7/GEc6pAjW0v6WJAfqFJlcVaPPwx/MAyjXkSbuqBrqTHlz+l1IhwWHbo9IdT34UBAY6UZz9w8NebMgL4os+px4JgPnb1BePxhbSFRqymx3qEW5Ls9IehEtV4zdCryNkP6grzFwII8pdfvgnxFRUXSWJrS0lKUlZVlZVD98dvf/haiKOKKK66Az+fDwoUL8cADD+R9HJQ/gXBsJ7s7GOpXwbsnEIJaei816bTu9fgOeZc/BHWLw6jHNRNrsKHVBatBhztmN8KsE/HPT49hd7cXvYEQbIbEJ2H1OvtzwCDXypSCeyAsoTcYRoky7k4lnke9vNysx36lIA9EXtT3KR3yI0tYkCciIiIiIqLBTS8KuHJOTUwEhtkgoswmx67sOSI3peW6IF9i0kEUgLAEdLmDqHIY0daduSAPACOcJnR73BhdbUm7n6qxsv+h404luqejN6h1x4uC/FjFc5jluoLLG4RZqTkM2Q75JGsKWtQO+QAL8pRcvwvyP/zhD7F06VI89dRTWk57S0sLbrvtNtx1111ZH2C8t99+O+Z7s9mM5cuXY/ny5Tm/bSoOwfiCfCCM/pwNpubCW/UiDKKodMgDgbgOebVAXWLQQS8KcBj1eOz8iTH71FgMaPUEsL3TjZlV9pjLQpKkdfMbi2jJa7NehFUvwh0Mo8MbSCjIlxojHfJAYmTNAZdSkLcPw1VDiIiIiIiIaFgY4TSiozeIkFKDyHVBXhQFOCx6dLqD6PaEUOWAVpCvyVCQ/+Hlo/DJITemjrTlbHxlSmRNlzuAXiVj32pKvl5edIf80OuPj+2QN7JDngag3wX5Bx98EDt37kRjYyMaGxsBAPv27YPJZMKRI0fw8MMPa/tu2rQpeyMlUiQU5IOhfv18fDSLmiHvi+uQj8TapH7RnVRuQ+vBTmxrTyzIq3E1QHFlyAPyfXcH/ejwBTFSGbZakI+OrAGAo3FZ8/vZIU9ERERERERDXI3ThG0HIxG1dnO/S2j9VmqVC/JdbvnzeasaWZMmQx4Axo+wYvwIa07HFp0hny4/HpAXwAXkDHl17bmh1CFvy5Ahr3bIewOxUcFEqn4/m1x22WU5GAZR3yUW5MMp9kyuWyk8O5ROcKOSZxYfhRNfoE5mcrkVbysF+XjRETjGIsqQB+RYmkO9ckFe1REXWVOhvNmI7pCXJAn7lQ75BhbkiYiIiIiIaIiqjetKL7HkfhFkh3IbakFeXdQ1U4d8PjiVjPvO3iB6vXJBPll+PBC5Hy5PCHazsqhrHsaYL0adDkZRhD8cTh5Zo3TIByUJgXA4aRc9DW/9LsjffffduRgHUZ9FL+oKAO5Afzvk1UK7/ISoFsujO9oBoEs54qsW7pOZXC4fgd7W3ptwmU+5Pr0gQFdkR0PVont0Qb4r7gBEuRZZE+mQP+YNwhMKQwRQX1L4NwREREREREREuVDrjCvIp+gGzyZ1YdcudxDeQBidSmE+U4Z8PpRFdcj3ZuqQ1zLkQ/AGlFpLkdVFjldjqR17u1yosibm9pv1kTqSJxjEs1u3o9Prw6KTp0McYo8DDUzuz7chyrLERV371yHflaJD3j+ADvkJZVYIAFrdARzzBrSYl+jrK7a4GgAoU8bZEdX9Hn9/Ky3yPseiivZqXE2tzQhDEeXiExEREREREWVTdEHeqBdgSrJ4abZFF+SPKPnxZoMIe47z6/tCXdS1MzpDPkXEr13rkA/CFxx6HfIAcM85p8EdCMJhSjxYohMEmHQ6+EIh9PqD+Gfzp5AAXDxuNMaUleZ/sFR0WFGjQUeNrDEphe5+F+QTMuSTd8hrGfJpjoLbDDqMcsiLm34cF1ujdsibiiyuBkjeIR9fkC9Xjmgf80Q65A/1ygX5esbVEBERERER0RAWHROTqhM829SC/FFXAG1dkQVdiyGDPKZD3qd0yKc4UKAeQHB5Q/D6lYJ84e9CVln0elRYzKkvV2Jr2j1eqO2fO9s7cz8wGhSKr1JIlIG6wrna4d7vyBqfulir/POmTBnyaSJrAGBSitgatSBflB3yWkFeLrYHwxJcgdgDFWq3f6cviJASE3SoR35DUG8r/OlyRERERERERLkyIqpD3p6H/HgAmFgn1xde2HgUm/f2AMi8oGu+xGTIqwX5FBny6qKu3Z6gFllTfJWR3FIXdj3q8WjbdrAgTwoW5GnQUQvnpcqpUf1e1DWu892gFMwTMuTVaJs0kTVAJEc+vkNeXdTVVITRLmVK97saWaMefBABOJTH1WnSwyAKCAM43CsX4g8qHfJ1NnbIExERERER0dBVatVrMTVqJnqunX9iOWaOKoE3EMajKw4DKI78eCDSIR8ISTjqkpv7rCnOHIhe1DWSIZ/7MRYTq9Ihf9QdKchvZ0GeFMVXKSTKQF3UVeuQDw6sQ96pZcgrkTVxHfJatE2GDvnJ5TYAwLZ2N6SoBWf94cETWdMZdfBBXWBEJwgY75QXJ/mkQ34BOaQU5uu4oCsRERERERENYYIgaF3y+YqsEUUBd142Cia9oKUDFEtB3mzUwawcoDjYLjfrpVzU1RIp3ncpC9MOs3o8zHr5sTnm9mrbDnb3wB0IpPoRGkb6VSk8fPgwnn76afzrX/+C3++Puay3txc/+clPsjo4omQCCZE1/e2Qlwvtaue7MUOHfGmGDvkTSs0wigJcgRAO9kb+LnyhIl7U1RSJowGATuWsgbK4+zqlQj3YoBTklUVd69khT0REREREREOcmiOfr8gaAGisNOPG8+q076sdxVGQByKxNYc61IJ88rKi1ShC7U1Uu+mLIQc/n7TImqgOeQnAro6uAo2IikmfC/Lr16/H5MmTsWjRInz+85/HlClTsHXrVu3ynp4e/PjHP87JIImiRTLk5RfE3ix1yCdkyPvVRU7Tv/AaRBHjlE7y6Bx5v5YhX4Qd8srpdl1KPnx8rr5qSnmkIO8JhtCu7FfHDHkiIiIiIiIa4mqVgnxJnjrkVV8+oxaT6+V43EnK/8XAaYsvyCd/XARB0GJ+tIJ8HsZXTLTIGo83Zjtz5AnoR0H+zjvvxOc+9zl0dHSgtbUV559/PubOnYv3338/l+MjShCMK8j3J0NekqSUGfJqRzsAhCQJLqWTPr5InUx0bI1KLcibirBDXr1PYciZ+tpBirgO+akV8gv/zk4v9nTLL7h2gw72PjwmRERERERERIPZjFElAICJ9ba83q5eJ+DBr03A04snY1KebzsdNUfeH5TrJ1Zj6gMV6lkFalPlcKvIm5UO+WNRHfIAsONYZwFGQ8Wmz1W1jRs3Yvny5RBFEXa7HQ888AAaGxsxb948vPbaa2hsbMzlOIk02qKuJjWypu8d8j2BENS6uyOhQz5S2Hf5Q1DL844+FeTlwnV0QV6LrCnCRV31ogCHUYdufwgd3iA+UcYd3/leazWizKRHhy+Itw92AgDqmR9PREREREREw8BFMysxZ3wpymyGvN+22ajDuNri6Y4HAGfc42Azpy7IOyx6AD7t+2FWj4dF6ZDvDcgNkCMdJdjf3YOd7JAn9KMgDwBeb+xpFt///veh1+uxYMEC/OlPf8rqwIiSkSQpyaKufe+QVxdqtehEbbHVSIZ8pENe7Ri3G3TQi5lfNiYpBfntHW4EwxL0ogBfWI2sKc6XnTKTHt3+EI54Anj3kJxhdkZdacw+giBgSrkVqw534439HQCAOubHExERERER0TBRiGJ8sVI75FVWY+oGxJK4Yv1wy5C36mMfqxOrK3HQ1Yt2rw/H3B5UWC0FGhkVgz637k6dOhXvvfdewvbvfve7uOOOO3DVVVdldWBEyUTVzKMia/reIZ9soVa1g90f1SHf5e/bgq6qhhIT7AYd/GEJu7rk05HUAr+pCDPkgcjCrisOdMIVCMFp0mNaZeKpcOrCri1uOfeN+fFEREREREREw4+6qKsqXYd8/EK4w6scD5gNsY9VmcWEplI7AGA7u+SHvT5XCr/61a/iP//5T9LLvve97+HHP/4xY2so54JRC69qHfKBvnfIqwu1lkblnBnSdMiXpslDiyYKAibGxdb4inhRVyCysOvr++TO97PqSqFLcsR6SnnsKXJ1JeyQJyIiIiIiIhpuEjvkM0XWRAyzBvmEDnmbwYCx5U4AYGwN9b0gf+ONN+Kpp55Kefntt9+O3bt3Z2VQRKmocTXAwDrku5N0yJuUSJroDPludUHXPnbIA9E58r0AgCMeuaPcbsjvaux9VabcN49y4ODs+tKk+00ss8YcyWaHPBEREREREdHw058MeXuay4YDiyGxID9OKcjvYEF+2OtXhrzqww8/xPbt2wEA48ePx7Rp07I6KKJUoovmaoe8JxiGJEl9yiPrVArtzqhCu0HpYE/WIe/sw4KuqsnlcrTLx0qHvFqYn1ReXIuwqMqiHgOrXsTsanvS/WwGHUY7TPi0W16MhRnyRERERERERMOPM65D3pYmQ94e3yGfkxEVL3N8h7xRj0aLXHfZ1d6FkCQlTSmg4aFfBfl169bha1/7GrZt2wZJ6VQWBAFTpkzBo48+ipNPPjkngyRSqeu36gTAZpCf+CXIXd5Wfeajr2qGvMMYnSGvRNZExeEky5rPZFKZXHjf3e3FUU8An3bJiyBPKU/MZS8GamQNAMypdaTNup9UbsGn3T6IAGqt7JAnIiIiIiIiGm6iM+R1ImAypK4jOKIy5I16Ad5hVnu2JumQr3eUwKzXwRsM4UC3C02ljgKNjgqtz5E127Ztw7x582CxWPD0009j06ZN2LRpE5566imYTCbMmzcP27Zty+VYiRBUOuT1ogCLTtSOsPY1R15drNVpinph0DrkI9eRLGs+k0qLATUWAyQAz396FBLk4nWlpThXZFcXdQWAs+udafdV43hqrEboxWH2KkpEREREREREMRnyNpMubVJBdIe8SV+ca+vlkiWuQ95q0EMnCBhb5gTA2Jrhrs9/Effccw/OP/98rF27FldddRVmzJiBGTNm4Mtf/jLWrVuHefPm4Z577snhUIkii7rqBQGCIMCiPKn3NUe+y6dkwyfpkA9Edcgny5rvi0lKN/xzu44CAKZUFGdcDRCJrDGIAk4fkf6o7Fl1dkyrsOHz46ryMTQiIiIiIiIiKjIlZh30OrmGkm5BVwBwRGXIm9N00g9VyTLkAWgLu+441pnnEVEx6XO1ccWKFXjllVeSHv0SBAF33nknLrrooqwOjiieuqirQZSfzK16HdzBMNzB/nXIlybJkPfFdMgnZs33xeRyK94+2IkOpaA/tUjjagBgaoUN5zU4MbncCluGhWcdRj0ePHdcn3L6iYiIiIiIiGjoEQQBTqseR12BtAu6AkBJVGSNKU3W/FCV0CFvlAvy4yucANghP9z1+S/C5XKhpqYm5eW1tbVwuVxZGRRRKmoXu3q2k1U5yuoO9K1DXl2sNTqKJlmHvJYh349FXYHEBVynVBRvQV4vCvjZnNH48oTUf9dERERERERERCp1YVdrhiK7I2rdOvNwjKyJ65A3Ko2laof8/i4XvMFgvoc1LC1btgwnn3wy7HY7qqurcdlll6G5ubmgY+rzX0RTUxPWrVuX8vK1a9eiqakpK4MiSkWNrNEpRXR1Ide+dsh3J+mQNyqnW8VkyGuRNX3PkAeAiWVWLddeLwgY57T06+eJiIiIiIiIiIpVmbKwa6YOeXt0h/wwjKzRxSUMqIkDFRYzyi1mhAHs6ugqwMiGn5UrV2LRokVYs2YNXn/9dQQCASxYsAC9vb0FG1Of/yK+9KUvYenSpdiyZUvCZR999BG++93v4sorr8zq4IjiqQX5SGRN3zPkJUmK6pCPiqxRrkvtkA+GJfQEErPm+8Jm0GGUwwwAGF9mgUk3/F50iIiIiIiIiGhoKtU65NMX5OVFX+Wvh2OGPACUmU1Jt48rLwUA7GRsTV68+uqruO666zBlyhRMnz4djz/+OPbt24eNGzcWbEx9rjbecccdeOONNzBjxgycf/75mDRpEiRJwscff4w33ngDp5xyCu68885cjpUoZlFXALAq2efuQGKHfG8ghA+O9uC0WgdEQYA7GEZISaWJLrSblA55NUPeFQhCDa9x9LMgDwBTyq3Y3e3F1CKOqyEiIiIiIiIi6q8ym5yFbsuQKCCKAuxmHbo9oWHZIQ8A5RYzOry+hO3jysuw9mArc+SzwOVyobu7W/veZDLBZEp+IETV1SWfmVBeXp7TsaXT578Is9mMFStW4Oc//zkOHz6Mhx56CA8//DBaWlrws5/9DCtWrIDZbM7lWImiFnVVI2tSd8g/vOUwvrvqU7zw6TEAkRgas06MyS9TO+RDEhCSJHT55OuyG3TQi/1fxPSGKSNw5bgqfHUis9mJiIiIiIiIaOgYVytH8zZVZa4B2pUc+eHaIX/J+NEAgEmVZTHbxyod8jvaGVlzvCZPnozS0lLt37Jly9LuHw6HsWTJEpxxxhmYOnVqnkaZqM/tv1u2bMHUqVNx++234/bbb8/lmIhSCsRlyNvSZMh/cLQHALC6pRuXnVCJLn/igq5AJEMeAAKhqFgbU/+74wGg1mrELTMaBvSzRERERERERETF6tJZlZjWWIKmyj4U5C06oGP4FuTPHFmHcosZo0odMdvHljkhADjq9qDD60UZG5wHbNu2baivr9e+z9Qdv2jRImzZsgWrVq3K9dDS6vNfxLRp03DqqafikUceQU9PTy7HRJSSFlmjdsgbknfIB8MS9nR7AciF+bAkoStFoV1d6RoA/OFwysI9EREREREREdFwJggCRldbIPYhUcChLOw6XCNrBEHAlKoK2IyGmO0Wgx4jHXYAwI5jnQUY2dBht9vhcDi0f+kK8osXL8ZLL72EFStWoKGhsI20ff6LWLlyJaZMmYLvfOc7qK2txbXXXot33303l2MjShAKx0fWJM+Q3+vyat303f4Qdnd70eVPvlCrToj8IfhDkcK9c4Ad8kREREREREREw53dMrwja9KJxNZ0FnYgw4AkSVi8eDGee+45vPXWWxg9enShh9T3gvxZZ52FP/3pTzh8+DDuv/9+7NmzB3PnzsX48ePxy1/+Ei0tLbkcJxGASGSNtqhrigz5XV2emO83H+mJ6pCP7XwXBAEGJbYmEA6j0398kTVERERERERERMOdQy3IG1mQjzeuQs6VZ0E+9xYtWoSnn34af/nLX2C329HS0oKWlhZ4PJ7MP5wj/f6LsNlsuP7667Fy5Ups374dX/jCF7B8+XI0Njbi0ksvzcUYiTTqoq6RyJrkGfI7OuU/KjUe/oOjPVFRNImFdjW2xheKLOqabD8iIiIiIiIiIsrs0lmVOGNCKRZMKy/0UIrOOKVDfld7F8JKrYty48EHH0RXVxfOOeccjBgxQvv37LPPFmxMx1VxHDt2LO688040NTXhjjvuwMsvv5ytcRElFYjPkFc75OMia9QO+XMbnHhjfyc2H+lFiVK8T9b5btQJQEDukNcK9yZmyBMRERERERERDcTkBhvuu2ZcoYdRlBoddhh1ItzBIA65etCgZMpT9klFeMBjwOeMvPPOO7juuutQW1uL2267DZdffjn+85//ZHNsRAlCqQrycZE1OzvlBV0vHVMJvSDgqDeAbe1uAMmz4dUO+ZgMeXbIExERERERERFRlulEESeUqTnyXRn394VC+Mk7a/G/W7fnemiUB/0qyB86dAi/+MUvMH78eJxzzjnYuXMn/vCHP+DQoUN45JFHcNppp+VqnFRkmltc+PlL23DU5cvr7QbjF3VNElnT6QviqDcAAJhUZsXkcisAYLsSY+MwJna+qxny/rCETh8z5ImIiIiIiIiIKHfGlTsBADvaOzLu+/GRdnzQehR/+3gnurz5rcVR9vW54njhhRfijTfeQGVlJb761a/ihhtuwIQJE3I5Nipif169Fy9+cAhNFTZ8ZU5T3m435aKugUiH/E4lrqbeZoTNoMOMqhJ8eKxXuzxZh7xJ65APo8vPDHkiIiIiIiIiIsqdsWpB/lhnxn3beuXUh7AkYdX+Q5g3cnQOR0a51ueKo8FgwN///nd85jOfgU7HbO3hzqV0oKv/50vCoq76xA75XUon/FinBQAwo6oET37Sql2erNCudsgf6PHhmEe+T8kK90RERERERERERMdL7ZDf2+WCLxSCKU29tbXXo329cu9BFuQHuT5XHF944YVcjoMGGbfSRa7+ny/B+Ax5g9zZ7g2FEZIk6AQBO5QO+RNK5YL8iRU2iADUkn3SRV2VDvn73j8ACUCN1YA6mzF3d4SIiIiIiIiIiIatKqsFTpMJnT4fdnd0YWJlecp91Q55ANjV0YVDrh7YUZKPYVIODHhRVxrePEpEjKfQBXl95OihR+mSVzvkxykd8jaDDuPLLNp+pWky5CXl5x44ZzyMOv55EBERERERERFR9gmCgLHl8sKuOzMs7KoW5M1KHWzVwYO5HRzlFCuONCBqId4bKExBXl3U1SgKUGrpcAdCCIYl7O72Aoh0yAPA9MoSbX9zkkK72g0/b6QTD587HiPYHU9ERERERERERDk0vqIMALDlyLG0+7UpkTUXjR0FAPjPgYMIK7HONPiwIE8D4vYHAeS/Q15d1FWnLOoqCEJMjvz+Hi/8YQlWvRgTOTOjSi7IO016CMrPRlsyowGPzZ+An5w6CmY9/yyIiIiIiIiIiCi3Zo2oBgBsbjkCTyCYdB9PMIhuvx8AcNG4UbDq9Tjq8WBXV3vexknZxcojDYiaHe/Jd4e8FNshD0Ry5N3BEHZ2yt3xY0otEKMK76fVOnBugxPXTKxJer0mnYgJZdakxXoiIiIiIiIiIqJsayq1o7bEikA4jE0tbUn3UeNqSgwGlJnNOK2hFgCwppWxNYMVC/I0IJ4iWdQViOTIuwNh7FQWdB1bao75OZNOxM/njMYVY6vyNFIiIiIiIiIiIqLUBEHAnIYRAIDVBw4n3UeNq6m2ydHMc5saAACb2g7DF8xvXY6ygwV56rdQWIJPWUC10Iu6AoBViZjpDYawU1nQdazTkvjDRERERERERERERUQtyG86fCRpgb1V6ZCvtlkBAJOrylFhscATCmLF9uRd9VTcWJCnfosuwuc9siZZQd4QyZDfpXXIsyBPRERERERERETFbYzTgWqrBb5QCO8nia05onXIywV5URCwYFQTzq0fhXHKmok0uLAgT/2mLugKFG5RV31U1rtN6ZBv6fWjzRMAAJzAgjwRERERERERERU5QRC0XPjVB1oSLlc75GtskVrXZ8aegCvHTcEJVfb8DJKyigV56reYDnl/8hWgsyEsSejwBWK2JV3UVcmQ/+hYDwCgzmaETemaJyIiIiIiIiIiKmZqbM3Gw23oDcTWwtriImto8GNBnvrNHRdZIylF8mzr8IXwldc+gS8U1rYFw/LXsZE18jTeckx+gmJ3PBERERERERERDRZjy50ot5jhCQbx1ef/jW+9/BYefX8rJEmKWtSVBfmhggV56rfo3PiwBPiD4TR7D1wYEjp8Qezu9mrbki/qKnfD9yjjGscFXYmIiIiIiIiIaJAQBQFXTRkPp8kEAGhze/CvnXvwUdsxeIJyOkWVjfWuoYIFeUrg8gTwv+v2ob3Xn/Ryd1xMTa4Xdt3R6dG+Vmv/sQX52GnMDnkiIiIiIiIiIhpMzhs9Eo9eOh+PXXo+ptdUAgBe2bkHAOA0m2DSMZ55qGBBnhI8s24/lv3rEzy9em/Sy+MXcnXneGHX7R1u7euAGlkTtairRR/7hDS21JzT8RAREREREREREeWCw2TEaUqm/IZDrQBiF3SlwY8FeUqwv10ugLd2eZNeHl+Ajy/QZ1t0h3wo2aKuhsg0NutE1JeYcjoeIiIiIiIiIiKiXDmptgoAoIZEMz9+aGFBnhK0KpntXZ5A0svjC/LeHEfW7OzyIKwU4gNpMuQB4IRSM8So7nkiIiIiIiIiIqLBpNJqQWOpXfueBfmhhQV5SnDE5QMAdKcoyMd3xOe6Q94dDONgjzym5Iu6RqYx8+OJiIiIiIiIiGiwO6m2Wvu6mpE1QwoL8pSgLUOHvCfPi7oCwHYltiZSkI9MXash0iE/zsknKCIiIiIiIiIiGtxOGlGlfV3DDvkhhQV5itHjDaJX6XhP1SEfH1mT60VdgUiOvFaQF9ghT0REREREREREQ9OEijI4zSYYRBENjpJCD4eySF/oAVBxaXNFFnLt9gYQDksQxdhM9nwu6lplMeCIJ4DtnfJCs8Eki7raDLEZ8kRERERERERERIOZXhTx03NOgzsQRJmZ9a6hhAV5itHW7dO+DktAjy8Ih8UQs09CQT6HkTWzqkvw6t4OrUM+2aKuNRYDFjaWodJigN3IKU1ERERERERERINfnZ2d8UMRq5cUQ82PV3V5AgkFeW9AzpAXAEjIbYf8jMoS/HtvB455gzjmDSRd1FUQBNx96qicjYGIiIiIiIiIiIgoG5ghTzHaXL6Y75PlyKsd8k6rXKiPX+Q1m6osBoy0mwDIOfLJCvJEREREREREREREgwEL8hQjWYd8PLUgX1EiF8pzGVljN+ox3imvJL290510UVciIiIiIiIiIiKiwYAFeYrR2h3bId/lTizIqxE15TZjzPe5YDfqMM5pAQA0d3gQVrYb2CFPREREREREREREgwwL8hTjiEvukDcb5KmRvENejqipKFEK8lnukJeivrYbIgX5be292nZG1hAREREREREREdFgw4I8xWhTOuTHVsurOCcryEc65OXIGneWO+SlqIp8dId8a1S3PgvyRERERERERERENNgUdUF+2bJlOPnkk2G321FdXY3LLrsMzc3NMft4vV4sWrQIFRUVKCkpwRVXXIHW1tYCjXhwCwTDONbrBwCMq7EDSL+oq9Yhn/WCvFyRFwAYRBHlZgMqzYaYfViQJyIiIiIiIiIiosGmqAvyK1euxKJFi7BmzRq8/vrrCAQCWLBgAXp7I9Elt956K1588UX87W9/w8qVK3Ho0CFcfvnlBRz14HWkR+6ON+gENFXIC6nGd8gHgmFtYdUKW/YiayRJ0grxak68gEjRfXyZRftaAKDjoq5EREREREREREQ0yBR1Qf7VV1/FddddhylTpmD69Ol4/PHHsW/fPmzcuBEA0NXVhUcffRT33XcfzjvvPMyaNQuPPfYY3nvvPaxZs6bAox982rrl/PgquwmlFrnYHl+Qj46nKVMK8t4sdMj/9MVtOOeXK3C40xPpkI+quauxNQAXdCUiIiIiIiIiIqK+eeedd3DJJZegrq4OgiDg+eefL+h49AW99X7q6uoCAJSXlwMANm7ciEAggPnz52v7TJw4EY2NjVi9ejVOO+20pNfj8/ng8/m0710uF4DYLu3hQr3PkiShVSnIVzvMcFjkqdHlCcQ8Jr1+uUBv0Amwm+V9PIHQcT1u7b1+vPD+IYQkCSubj0BpwIeISHzNuNJIQV4nCsPu91RI0XMk69eL3Fw35U+u5gcNHZwjlAnnCKXD+UGZcI5QJpwjlA7nR2EMpse7WOeIJMX+G276+/vo7e3F9OnTccMNNxRFssqgKciHw2EsWbIEZ5xxBqZOnQoAaGlpgdFohNPpjNm3pqYGLS0tKa9r2bJl+PGPf5yw3efzwev1ZnXcxS4YlhD0+xEQRBxul6OAKm0GWHXyxO5y++GPOnjR3SM/PhaDDnrInfG9vmDMPv316odyMR4A3t97DOGoDvlAWD4AMNoRyZDXC4K2nXJPkiQEw0EAgJDFqKBgOIgwwgj6gwiI/H0OVpIkIaAcqMvm/KChg3OEMuEcoXQ4PygTzhHKhHOE0uH8yCMp8kU4PHhqb5IEhMM+AAKKaYqElbxnnw8Qizr/JDfURmuXy4Xu7m5tu8lkgslkStj/wgsvxIUXXpi38WUyaAryixYtwpYtW7Bq1arjvq477rgDS5cu1b4/ePAgJk+eDJPJBLPZfNzXP5gEQmHojT4YjCYcc8tF1xFOKypKbQCAbm8QxqiJHIT8pGk16eGwyV3r3kA4Zp/+evOTo9rXHx10aUf2RAgwiHIhvtGuh1Uvwh0MwyBGtlPuqUcdDaIhq29QQmIIIkTojXoYTPx9Dlba/DBld37Q0ME5QplwjlA6nB+UCecIZcI5QulwfuSREPlCFAdP7U2eIxJE0VRUc0QtwptMwDArZQKAVnSfPHlyzPa7774b99xzTwFG1D+DoiC/ePFivPTSS3jnnXfQ0NCgba+trYXf70dnZ2dMl3xraytqa2tTXl/80RL1SIogCEX1x5UP6n0WBAFtLj8AObLGaZXz4bs9AUgSICq57Z6AfAjOYtDBapSnj1dZ1HUgj11Llxfv7+uEALkj/nCXF6GSSIe8ep06QcA4pwUfHO2FXhx+v6dCi54nWb1OZP96Kf9yMT9oaOEcoUw4Rygdzg/KhHOEMuEcoXQ4P/JvsD3WxThH5JpZ5N9wo/4utm3bhvr6em17su74YlTUJzVIkoTFixfjueeew1tvvYXRo0fHXD5r1iwYDAa8+eab2rbm5mbs27cPc+bMyfdwB70jLiVD3m6CQ8mHD0tyJI3K7Ze/thp1sBp1AOSzjrxKob6//r1Fjhaa2VSGcTV2AIA/JF9X/BPdOKcVAKDnoq5ERERERERERETDmt1uh8Ph0P4NloJ8UXfIL1q0CH/5y1/wz3/+E3a7XcuFLy0thcViQWlpKb72ta9h6dKlKC8vh8PhwE033YQ5c+akXNCVUote1NVk0MFsEOENhNHlCcBukSNF3H65G95q1MFs0Gk/6/EHYTHqEq80g1eVgvwFU2uxs60HzS0uOUNeSDxaNN4pR+SwIE9ERERERERERESDUVEX5B988EEAwDnnnBOz/bHHHsN1110HAPjtb38LURRxxRVXwOfzYeHChXjggQfyPNLBT5IkHHHJCyJUO+SjSaUWA7wBH7o8AahBQR6lIG8x6iGKAsx6Ed5gGB4ltiaTrQe78OGBLjiVAv/Hh7uhEwTMm1yDEpMe/7t+v7Zv/Ck3s2vsMOtETCyzHsc9JSIiIiIiIiIiIiqMoi7Iq4trpGM2m7F8+XIsX748DyMaujrdAQRC8uNdVSIX5B0WA1q7fej2BLT9PFEd8gBgNurkgrw/c0HeHwzjW09thMsbjNl+6gnlKLcZMX2kM2Z7fB98rdWIly+dCpOuqJOWiIiIiIiIiIiIqEj09PRg586d2ve7d+/G5s2bUV5ejsbGxryPp6gL8pQ/bUpcTYXNCINeLnirXexdUQV5t9YhLxfkLQYdOhHoU4f8hwc64fIGYTPqMKW+FB1uP4IhCTecKa8NMMJpRpXdhAPKzYlJVqWw6Psfi0NERERERERERETD04YNG3Duuedq3y9duhQAcO211+Lxxx/P+3hYkCcAQFtcXA0gd8gDiOmQj17UNfp/dx865Nd+2g4AOHtCFX5xxbSEywVBwPSRTrz/qfJ9f+8EERERERERERERUZRzzjmnT0ks+cLsDwKAqPx4s7atVCnIdyaJrLEY9cr/upjt6az79BgA4NQxFSn3iY6t4dqtRERERERERERENJSwIE8AgNZupSBvT98hr0bTWKMia6K3p+LyBrD1YDcA4JTR5Sn3mxFVkBfYI09ERERERERERERDCAvyBAA44pIz5JN1yCfLkNcK8n3skN+4pwMhSUJThRUjnJaU+00YYYdBWbQ1SYQ8ERERERERERER0aDFgjwBiI6s6VuGvNoZbzbI0TXeDB3yan58urgaADDoRJQpt0tEREREREREREQ0lLAgTwCiI2siHfJOq9ohH9S2RTLk+7eo61otPz51XA0RERERERERERHRUMaCPAFI3yHf5fZr2yKRNX1f1LWt24vdR3shCsDsUSzIExERERERERER0fCkL/QAqPDCkoQvn9qIIz0+1GbIkPfEZ8j3YVFXNa5mcp1DK/ITERERERERERERDTcsyBNEQcDX546BXhd7wkSpliEfhCRJEARhQIu6qnE1p4xOnx9PRERERERERERENJQxsoZSUrvZQ5KEXp9ccPcoi7qa+5ghL0lS1IKujKshIiIiIiIiIiKi4YsFeUrJbNDBrJenyCeHuxEIhRMy5M1KZI03EEx6HZ8e6cXRHh9MehHTRzpzP2giIiIiIiIiIiKiIsXIGkrLZtLDG/Tj609swBWzGiAp2/saWaPG1cxsLINJKd4TERERERERERERDUfskKe0QmFJ+/r/Nh7QvlY74zMt6rpuN+NqiIiIiIiIiIiIiAAW5CmDK2Y3oMQUeyKF2SBCJwoAIh3yyTLkg6EwNmgFeS7oSkRERERERERERMMbC/KU1uJ547Dy9nNx/uQabZslKnrGmiayZuuhbvT6Qyi1GDCh1p77wRIREREREREREREVMRbkKSNRFHDW+Crte3VBVyB9ZI2aH3/K6HKISkc9ERERERERERER0XDFgjz1yZnjKqGW1NWueCASWeNN0iG/9lPG1RARERERERERERGpWJCnPimzGTFtpBNApAgPRDrkvcFwzAKwbl8QH+7vBACcwgVdiYiIiIiIiIiIiFiQp747W4mtiV7k1RIVX+ONiq3ZtK8DwbCEOqcZDWWW/A2SiIiIiIiIiIiIqEjpM+9CJPv87AZ8eqQHl86o07aZDSIEABLkhV1tSrE+Oq5GEJgfT0RERERERERERMSCPPWZw2LAzy4/MWabIAgwG3TwBEIxC7uqC7oyP56IiIiIiIiIiIhIxsgaOm5qprxHWdj1WI8PO1p7AAAnj2Z+PBERERERERERERHAgjxlgbqwq1spyK/bLcfVTKi1o9xmLNi4iIiIiIiIiIiIiIoJC/J03KxKh7y6qOs6LT+e3fFEREREREREREREKhbk6biZoyJrJEnCGubHExERERERERERESVgQZ6OmxpZ4wmEsL/dg5YuLww6ATMbnYUdGBEREREREREREVERYUGejlv0oq5rle74aQ1OWIz6Qg6LiIiIiIiIiIiIqKiwYkrHTc2Qd/uD+GB/JwDG1RARERERERERERHFY4c8HTc1ssbtD2H9bi7oSkRERERERERERJQMC/J03NTImk17O9DtDaLEpMfkOkeBR0VERERERERERERUXFiQp+Omdshv2tsBAJg9qgx6HacWERERERERERERUTRWTem4mZUO+WBYAsD8eCIiIiIiIiIiIqJkWJCn42Y1xq4NzII8ERERERERERERUSIW5Om4qZE1AFBtN2FUpbWAoyEiIiIiIiIiIiKKWL58OUaNGgWz2YxTTz0V69atK9hYWJCn46Yu6grI3fGCIBRwNERERERERERERESyZ599FkuXLsXdd9+NTZs2Yfr06Vi4cCHa2toKMh4W5Om4RXfInzKmvIAjISIiIiIiIiIiIoq477778PWvfx3XX389Jk+ejIceeghWqxV/+tOfCjIefeZdaDg4/6nT0dbbOqCfDYTC6DD7AQC3vWvC7auOr0O+1d1yXD9PRERERERERETFp913GBe90VDoYfSLJElFlwYhSUA4DDTuqcWmb24o9HAKxuVyobu7W/veZDLBZDLF7OP3+7Fx40bccccd2jZRFDF//nysXr06b2ONxoI8AQDaeltxuOfgwK9AeV5q7c3OeADAprNl78qIiIiIiIiIiKggbIYSAEAYYbR5j6P+RDFMWazDDUaTJ0+O+f7uu+/GPffcE7Pt6NGjCIVCqKmpidleU1ODTz75JNdDTIoFeQIAVNtqMu+URkiSIAqAgCwcMZQkmIIm3DrmO8d/XUREREREREREVFBLTr8Ny978NQKSB2JxNZtnVMwd8jW22kIPpaC2bduG+vp67fv47vhixYI8AQBev+Y96HXFsaSAt8eP/av2oKqipNBDISIiIiIiIiKi43ThuM/A0XIpRjkrUGIxFHo4fSZJEsJhL0TRXFRFea8XcLmAs88u9EgKy263w+FwpN2nsrISOp0Ora2xUd2tra2orS3MAY3iqMASEREREREREREREWWR0WjErFmz8Oabb2rbwuEw3nzzTcyZM6cgY2KHPBERERERERERERENSUuXLsW1116L2bNn45RTTsHvfvc79Pb24vrrry/IeFiQJyIiIiIiIiIiIqIh6corr8SRI0fwox/9CC0tLZgxYwZeffXVhIVe84UFeSIiIiIiIiIiIiIashYvXozFixcXehgAmCFPRERERERERERERJQXLMgTEREREREREREREeUBC/JERERERERERERERHnAgjwRERERERERERERUR6wIE9ERERERERERERElAcsyBMRERERERERERER5QEL8kREREREREREREREecCCPBERERERERERERFRHrAgT0RERERERERERESUByzIExERERERERERERHlgb7QAygG4XAYAHD48OECjyT/gqEwWrtdMBrN0InFcXzG7/aj9WgrfJ4OGM2GQg9n2JMkCUEpCL2ghyAIWbteX8CHdmM7cBAwmo1Zu17KL0mSEPAFYDAZsjo/aOjgHKFMOEcoHc4PyoRzhDLhHKF0OD/yp9cdRvtRA/Q9XlhNg6ccKUkSJMkHQTAV1Rzx++V/Bw8CFkuhR5N/ag1XrekONoPnLyCHWltbAQCnnHJKgUdCRERERERERERERJm0traisbGx0MPoN0GSJKnQgyi0YDCI999/HzU1NRCLpEs8X1wuFyZPnoxt27bBbrcXejhUhDhHKB3OD8qEc4Qy4RyhdDg/KBPOEcqEc4TS4fygTDhHilM4HEZraytmzpwJvX7w9ZuzID/MdXd3o7S0FF1dXXA4HIUeDhUhzhFKh/ODMuEcoUw4Rygdzg/KhHOEMuEcoXQ4PygTzhHKheHVDk5EREREREREREREVCAsyBMRERERERERERER5QEL8sOcyWTC3XffDZPJVOihUJHiHKF0OD8oE84RyoRzhNLh/KBMOEcoE84RSofzgzLhHKFcYIY8EREREREREREREVEesEOeiIiIiIiIiIiIiCgPWJAnIiIiIiIiIiIiIsoDFuSJiIiIiIiIiIiIiPKABXkiIiIiIiIiIiIiojxgQX6YW758OUaNGgWz2YxTTz0V69atK/SQKA+WLVuGk08+GXa7HdXV1bjsssvQ3Nwcs4/X68WiRYtQUVGBkpISXHHFFWhtbY3ZZ9++fbj44othtVpRXV2N2267DcFgMJ93hfLg3nvvhSAIWLJkibaN84MOHjyIr3zlK6ioqIDFYsGJJ56IDRs2aJdLkoQf/ehHGDFiBCwWC+bPn48dO3bEXEd7ezuuvvpqOBwOOJ1OfO1rX0NPT0++7wrlQCgUwl133YXRo0fDYrHghBNOwE9/+lNIkqTtwzkyfLzzzju45JJLUFdXB0EQ8Pzzz8dcnq258OGHH+Kss86C2WzGyJEj8atf/SrXd42yJN0cCQQCuP3223HiiSfCZrOhrq4OX/3qV3Ho0KGY6+AcGdoyPY9E++Y3vwlBEPC73/0uZjvnyNDVl/nx8ccf49JLL0VpaSlsNhtOPvlk7Nu3T7ucn2+GtkxzpKenB4sXL0ZDQwMsFgsmT56Mhx56KGYfzhHKJhbkh7Fnn30WS5cuxd13341NmzZh+vTpWLhwIdra2go9NMqxlStXYtGiRVizZg1ef/11BAIBLFiwAL29vdo+t956K1588UX87W9/w8qVK3Ho0CFcfvnl2uWhUAgXX3wx/H4/3nvvPTzxxBN4/PHH8aMf/agQd4lyZP369Xj44Ycxbdq0mO2cH8NbR0cHzjjjDBgMBrzyyivYtm0bfvOb36CsrEzb51e/+hX+8Ic/4KGHHsLatWths9mwcOFCeL1ebZ+rr74aW7duxeuvv46XXnoJ77zzDr7xjW8U4i5Rlv3yl7/Egw8+iP/5n//Bxx9/jF/+8pf41a9+hfvvv1/bh3Nk+Ojt7cX06dOxfPnypJdnYy50d3djwYIFaGpqwsaNG/HrX/8a99xzD/74xz/m/P7R8Us3R9xuNzZt2oS77roLmzZtwj/+8Q80Nzfj0ksvjdmPc2Roy/Q8onruueewZs0a1NXVJVzGOTJ0ZZofu3btwplnnomJEyfi7bffxocffoi77roLZrNZ24efb4a2THNk6dKlePXVV/H000/j448/xpIlS7B48WK88MIL2j6cI5RVEg1bp5xyirRo0SLt+1AoJNXV1UnLli0r4KioENra2iQA0sqVKyVJkqTOzk7JYDBIf/vb37R9Pv74YwmAtHr1akmSJOlf//qXJIqi1NLSou3z4IMPSg6HQ/L5fPm9A5QTLpdLGjdunPT6669Lc+fOlW655RZJkjg/SJJuv/126cwzz0x5eTgclmpra6Vf//rX2rbOzk7JZDJJf/3rXyVJkqRt27ZJAKT169dr+7zyyiuSIAjSwYMHczd4youLL75YuuGGG2K2XX755dLVV18tSRLnyHAGQHruuee077M1Fx544AGprKws5jXm9ttvlyZMmJDje0TZFj9Hklm3bp0EQNq7d68kSZwjw02qOXLgwAGpvr5e2rJli9TU1CT99re/1S7jHBk+ks2PK6+8UvrKV76S8mf4+WZ4STZHpkyZIv3kJz+J2XbSSSdJP/jBDyRJ4hyh7GOH/DDl9/uxceNGzJ8/X9smiiLmz5+P1atXF3BkVAhdXV0AgPLycgDAxo0bEQgEYubHxIkT0djYqM2P1atX48QTT0RNTY22z8KFC9Hd3Y2tW7fmcfSUK4sWLcLFF18cMw8Azg8CXnjhBcyePRtf+MIXUF1djZkzZ+KRRx7RLt+9ezdaWlpi5khpaSlOPfXUmDnidDoxe/ZsbZ/58+dDFEWsXbs2f3eGcuL000/Hm2++ie3btwMAPvjgA6xatQoXXnghAM4RisjWXFi9ejXOPvtsGI1GbZ+FCxeiubkZHR0debo3lC9dXV0QBAFOpxMA5wgB4XAY11xzDW677TZMmTIl4XLOkeErHA7j5Zdfxvjx47Fw4UJUV1fj1FNPjYks4ecbOv300/HCCy/g4MGDkCQJK1aswPbt27FgwQIAnCOUfSzID1NHjx5FKBSKeaIAgJqaGrS0tBRoVFQI4XAYS5YswRlnnIGpU6cCAFpaWmA0GrUPOaro+dHS0pJ0/qiX0eD2zDPPYNOmTVi2bFnCZZwf9Omnn+LBBx/EuHHj8Nprr+Fb3/oWbr75ZjzxxBMAIr/jdK8xLS0tqK6ujrlcr9ejvLycc2QI+P73v48vfelLmDhxIgwGA2bOnIklS5bg6quvBsA5QhHZmgt83Rk+vF4vbr/9dlx11VVwOBwAOEdIjkrT6/W4+eabk17OOTJ8tbW1oaenB/feey8uuOAC/Pvf/8bnPvc5XH755Vi5ciUAfr4h4P7778fkyZPR0NAAo9GICy64AMuXL8fZZ58NgHOEsk9f6AEQUWEtWrQIW7ZswapVqwo9FCoS+/fvxy233ILXX389JleRSBUOhzF79mz84he/AADMnDkTW7ZswUMPPYRrr722wKOjYvC///u/+POf/4y//OUvmDJlCjZv3owlS5agrq6Oc4SIBiwQCOCLX/wiJEnCgw8+WOjhUJHYuHEjfv/732PTpk0QBKHQw6EiEw6HAQCf/exnceuttwIAZsyYgffeew8PPfQQ5s6dW8jhUZG4//77sWbNGrzwwgtoamrCO++8g0WLFqGuri7hjHGibGCH/DBVWVkJnU6XsCJ0a2sramtrCzQqyrfFixfjpZdewooVK9DQ0KBtr62thd/vR2dnZ8z+0fOjtrY26fxRL6PBa+PGjWhra8NJJ50EvV4PvV6PlStX4g9/+AP0ej1qamo4P4a5ESNGYPLkyTHbJk2ahH379gGI/I7TvcbU1tYmLCIeDAbR3t7OOTIE3HbbbVqX/IknnohrrrkGt956q3bWDecIqbI1F/i6M/Spxfi9e/fi9ddf17rjAc6R4e7dd99FW1sbGhsbtfeue/fuxXe+8x2MGjUKAOfIcFZZWQm9Xp/xvSs/3wxfHo8Hd955J+677z5ccsklmDZtGhYvXowrr7wS//3f/w2Ac4SyjwX5YcpoNGLWrFl48803tW3hcBhvvvkm5syZU8CRUT5IkoTFixfjueeew1tvvYXRo0fHXD5r1iwYDIaY+dHc3Ix9+/Zp82POnDn46KOPYt7Yqh+O4t/s0OAyb948fPTRR9i8ebP2b/bs2bj66qu1rzk/hrczzjgDzc3NMdu2b9+OpqYmAMDo0aNRW1sbM0e6u7uxdu3amDnS2dmJjRs3avu89dZbCIfDOPXUU/NwLyiX3G43RDH2baZOp9O61DhHSJWtuTBnzhy88847CAQC2j6vv/46JkyYgLKysjzdG8oVtRi/Y8cOvPHGG6ioqIi5nHNkeLvmmmvw4Ycfxrx3raurw2233YbXXnsNAOfIcGY0GnHyySenfe/Kz7/DWyAQQCAQSPvelXOEsq7Ai8pSAT3zzDOSyWSSHn/8cWnbtm3SN77xDcnpdMasCE1D07e+9S2ptLRUevvtt6XDhw9r/9xut7bPN7/5TamxsVF66623pA0bNkhz5syR5syZo10eDAalqVOnSgsWLJA2b94svfrqq1JVVZV0xx13FOIuUY7NnTtXuuWWW7TvOT+Gt3Xr1kl6vV76+c9/Lu3YsUP685//LFmtVunpp5/W9rn33nslp9Mp/fOf/5Q+/PBD6bOf/aw0evRoyePxaPtccMEF0syZM6W1a9dKq1atksaNGyddddVVhbhLlGXXXnutVF9fL7300kvS7t27pX/84x9SZWWl9L3vfU/bh3Nk+HC5XNL7778vvf/++xIA6b777pPef/99ae/evZIkZWcudHZ2SjU1NdI111wjbdmyRXrmmWckq9UqPfzww3m/v9R/6eaI3++XLr30UqmhoUHavHlzzHtXn8+nXQfnyNCW6XkkXlNTk/Tb3/42ZhvnyNCVaX784x//kAwGg/THP/5R2rFjh3T//fdLOp1Oevfdd7Xr4OeboS3THJk7d640ZcoUacWKFdKnn34qPfbYY5LZbJYeeOAB7To4RyibWJAf5u6//36psbFRMhqN0imnnCKtWbOm0EOiPACQ9N9jjz2m7ePxeKRvf/vbUllZmWS1WqXPfe5z0uHDh2OuZ8+ePdKFF14oWSwWqbKyUvrOd74jBQKBPN8byof4gjznB7344ovS1KlTJZPJJE2cOFH64x//GHN5OByW7rrrLqmmpkYymUzSvHnzpObm5ph9jh07Jl111VVSSUmJ5HA4pOuvv15yuVz5vBuUI93d3dItt9wiNTY2SmazWRozZoz0gx/8IKZ4xjkyfKxYsSLp+45rr71WkqTszYUPPvhAOvPMMyWTySTV19dL9957b77uIh2ndHNk9+7dKd+7rlixQrsOzpGhLdPzSLxkBXnOkaGrL/Pj0UcflcaOHSuZzWZp+vTp0vPPPx9zHfx8M7RlmiOHDx+WrrvuOqmurk4ym83ShAkTpN/85jdSOBzWroNzhLJJkCRJylX3PRERERERERERERERyZghT0RERERERERERESUByzIExERERERERERERHlAQvyRERERERERERERER5wII8EREREREREREREVEesCBPRERERERERERERJQHLMgTEREREREREREREeUBC/JERERERERERERERHnAgjwRERERERERERERUR6wIE9ERERElEfXXXcdLrvssoLd/jXXXINf/OIXebmt73//+7jpppvycltERERERIOBIEmSVOhBEBERERENBYIgpL387rvvxq233gpJkuB0OvMzqCgffPABzjvvPOzduxclJSU5v72jR49izJgx2Lx5M8aMGZPz2yMiIiIiKnYsyBMRERERZUlLS4v29bPPPosf/ehHaG5u1raVlJTkpRCeyo033gi9Xo+HHnoob7f5hS98AaNGjcKvf/3rvN0mEREREVGxYmQNEREREVGW1NbWav9KS0shCELMtpKSkoTImnPOOQc33XQTlixZgrKyMtTU1OCRRx5Bb28vrr/+etjtdowdOxavvPJKzG1t2bIFF154IUpKSlBTU4NrrrkGR48eTTm2UCiEv//977jkkktitj/wwAMYN24czGYzampq8PnPf167LBwOY9myZRg9ejQsFgumT5+Ov//97zE/v3XrVnzmM5+Bw+GA3W7HWWedhV27dmmXX3LJJXjmmWcG8nASEREREQ05LMgTERERERXYE088gcrKSqxbtw433XQTvvWtb+ELX/gCTj/9dGzatAkLFizANddcA7fbDQDo7OzEeeedh5kzZ2LDhg149dVX0draii9+8Yspb+PDDz9EV1cXZs+erW3bsGEDbr75ZvzkJz9Bc3MzXn31VZx99tna5cuWLcOTTz6Jhx56CFu3bsWtt96Kr3zlK1i5ciUA4ODBgzj77LNhMpnw1ltvYePGjbjhhhsQDAa16zjllFNw4MAB7NmzJ8uPGhERERHR4MPIGiIiIiKiHHj88cexZMkSdHZ2xmy/7rrr0NnZieeffx6A3CEfCoXw7rvvApA72UtLS3H55ZfjySefBCBH4YwYMQKrV6/Gaaedhp/97Gd499138dprr2nXe+DAAYwcORLNzc0YP358wnief/55fP7zn0cgENCy7v/xj3/g+uuvx4EDB2C322P29/l8KC8vxxtvvIE5c+Zo22+88Ua43W785S9/wZ133olnnnkGzc3NMBgMSR+H7u5ulJaW4u2338bcuXP79yASEREREQ0x+kIPgIiIiIhouJs2bZr2tU6nQ0VFBU488URtW01NDQCgra0NgLw464oVK5Lm0e/atStpQd7j8cBkMsUsPHv++eejqakJY8aMwQUXXIALLrgAn/vc52C1WrFz50643W6cf/75Mdfj9/sxc+ZMAMDmzZtx1llnpSzGA4DFYgEArbufiIiIiGg4Y0GeiIiIiKjA4gvagiDEbFOL6OFwGADQ09ODSy65BL/85S8TrmvEiBFJb6OyshJutxt+vx9GoxEAYLfbsWnTJrz99tv497//jR/96Ee45557sH79evT09AAAXn75ZdTX18dcl8lkAhAptqfT3t4OAKiqqsq4LxERERHRUMeCPBERERHRIHPSSSfh//7v/zBq1Cjo9X17Sz9jxgwAwLZt27SvAUCv12P+/PmYP38+7r77bjidTrz11ls4//zzYTKZsG/fvpRRM9OmTcMTTzyBQCCQskt+y5YtMBgMmDJlSr/uIxERERHRUMRFXYmIiIiIBplFixahvb0dV111FdavX49du3bhtddew/XXX49QKJT0Z6qqqnDSSSdh1apV2raXXnoJf/jDH7B582bs3bsXTz75JMLhMCZMmAC73Y7vfve7uPXWW/HEE09g165d2LRpE+6//3488cQTAIDFixeju7sbX/rSl7Bhwwbs2LEDTz31FJqbm7XbePfdd3HWWWf1qZueiIiIiGioY0GeiIiIiGiQqaurw3/+8x+EQiEsWLAAJ554IpYsWQKn0wlRTP0W/8Ybb8Sf//xn7Xun04l//OMfOO+88zBp0iQ89NBD+Otf/6p1s//0pz/FXXfdhWXLlmHSpEm44IIL8PLLL2P06NEAgIqKCrz11lvo6enB3LlzMWvWLDzyyCMx3fLPPPMMvv71r+fokSAiIiIiGlwESZKkQg+CiIiIiIhyz+PxYMKECXj22WcxZ86cnN/eK6+8gu985zv48MMP+xytQ0REREQ0lLFDnoiIiIhomLBYLHjyySdx9OjRvNxeb28vHnvsMRbjiYiIiIgU7JAnIiIiIiIiIiIiIsoDdsgTEREREREREREREeUBC/JERERERERERERERHnAgjwRERERERERERERUR6wIE9ERERERERERERElAcsyBMRERERERERERER5QEL8kREREREREREREREecCCPBERERERERERERFRHrAgT0RERERERERERESUByzIExERERERERERERHlwf8HGC13BhL1Fn8AAAAASUVORK5CYII=",
"text/plain": [
"<Figure size 1800x500 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"first_unique_phase = df.drop_duplicates(subset='PHASE')\n",
"phase_times = first_unique_phase['T(sec)'].tolist()\n",
"\n",
"plt.figure(figsize=(18, 5))\n",
"ax1 = plt.subplot()\n",
"\n",
"# Plot VT with step-like appearance\n",
"line1 = sns.lineplot(data=df, x='T(sec)', y='VO2 Breath', label='VO2 per Breath (mL/breath)')\n",
"ax1.set_xlabel('Time (sec)')\n",
"ax1.set_ylabel('VO2 per Breath (mL/breath)')\n",
"ax1.set_title('VO2 per Breath and Speed Over Time')\n",
"ax1.grid(True, alpha=0.1)\n",
"\n",
"# Plot speed as step function on secondary y-axis\n",
"ax2 = ax1.twinx()\n",
"ax1.set_xticks(np.arange(0, df['T(sec)'].max() + 200, 200))\n",
"line2 = sns.lineplot(data=df, x='T(sec)', y='Speed', color='green', ax=ax2, \n",
" drawstyle='steps-post', linewidth=2, label='Speed')\n",
"ax2.set_ylabel('Speed')\n",
"\n",
"# Remove default legends first\n",
"ax1.get_legend().remove()\n",
"ax2.get_legend().remove()\n",
"\n",
"# Combine legends from both axes in the top left\n",
"lines1, labels1 = ax1.get_legend_handles_labels()\n",
"lines2, labels2 = ax2.get_legend_handles_labels()\n",
"ax1.legend(lines1 + lines2, labels1 + labels2, loc='upper left')\n",
"\n",
"# Add colored background regions if you have phase information\n",
"ax1.axvspan(0, phase_times[1], alpha=0.2, color='lightblue')\n",
"ax1.axvspan(phase_times[1], phase_times[2], alpha=0.2, color='purple')\n",
"ax1.axvspan(phase_times[2], phase_times[3], alpha=0.2, color='lightgreen')\n",
"ax1.axvspan(phase_times[3], df['T(sec)'].max(), alpha=0.2, color='blue')\n",
"\n",
"plt.show()"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "report_generation",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.12.3"
}
},
"nbformat": 4,
"nbformat_minor": 5
}