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{
"cells": [
{
"cell_type": "markdown",
"id": "a39d7464-a111-4ac6-80b0-bcaa20aa81fa",
"metadata": {},
"source": [
"## Imports"
]
},
{
"cell_type": "code",
"execution_count": 118,
"id": "0dbb86a3-8915-43d6-b821-379ab76b2849",
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"import pandas as pd\n",
"import matplotlib.pyplot as plt\n",
"import scipy.optimize\n",
"from scipy.signal import medfilt\n",
"from scipy.optimize import curve_fit\n",
"\n",
"import warnings"
]
},
{
"cell_type": "markdown",
"id": "79273c57-b22e-4b9b-ad97-8b788969a4a6",
"metadata": {},
"source": [
"## Data Loading"
]
},
{
"cell_type": "code",
"execution_count": 70,
"id": "9a43783f-d1bb-4c79-ae93-843086a00a26",
"metadata": {},
"outputs": [],
"source": [
"# --- Data Loading ---\n",
"\n",
"def lpr_cor_import(filename):\n",
" \"\"\" Import cor file as pandas dataframe.\"\"\"\n",
"\n",
" try: \n",
" df = pd.read_csv(\n",
" filename,\n",
" skiprows=26,\n",
" sep='\\s+',\n",
" header=None,\n",
" names=[\"E\", \"i\", \"T\"],\n",
" ) \n",
" df.drop(columns=[\"T\"], inplace=True)\n",
" df[\"E\"] = df[\"E\"]*1e3 # Convert it to mV\n",
" \n",
" except FileNotFoundError as e:\n",
" print(f\"Error: File was not found.\")\n",
" print(e.message)\n",
" print(e.args)\n",
" return None\n",
" except Exception as e:\n",
" print(f\"Error reading the CSV file: {e}\")\n",
" return None \n",
" else:\n",
" return df"
]
},
{
"cell_type": "code",
"execution_count": 71,
"id": "6a2888b4-e151-4fae-97d5-7de521fb7b48",
"metadata": {},
"outputs": [],
"source": [
"HS1_1 = lpr_cor_import(\"HIPed_Stellite1_LPR/LPR_1.cor\")\n",
"HS1_2 = lpr_cor_import(\"HIPed_Stellite1_LPR/LPR_2.cor\")\n",
"HS1_3 = lpr_cor_import(\"HIPed_Stellite1_LPR/LPR_3.cor\")\n",
"HS1_4 = lpr_cor_import(\"HIPed_Stellite1_LPR/LPR_4.cor\")\n",
"HS1_5 = lpr_cor_import(\"HIPed_Stellite1_LPR/LPR_5.cor\")\n",
"HS1_6 = lpr_cor_import(\"HIPed_Stellite1_LPR/LPR_6.cor\")\n",
"\n",
"# Keep it in the same cell to keep df reproducible, even if Vi clicks it multiple times\n",
"area = 2 #cm^2\n",
"\n",
"for df in [HS1_1, HS1_2, HS1_3, HS1_4, HS1_5, HS1_6]:\n",
" df[\"i\"] = np.abs(df[\"i\"]/area) # Current density\n"
]
},
{
"cell_type": "code",
"execution_count": 72,
"id": "0ad5c189-9bd6-4291-bdee-8b75fdd5a3cd",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>E</th>\n",
" <th>i</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>-206.795</td>\n",
" <td>7.859750e-11</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>-206.805</td>\n",
" <td>5.445100e-11</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>-206.809</td>\n",
" <td>6.106750e-11</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>-206.795</td>\n",
" <td>5.972600e-11</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>-206.780</td>\n",
" <td>5.621750e-11</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3999</th>\n",
" <td>-166.870</td>\n",
" <td>7.752900e-11</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4000</th>\n",
" <td>-166.854</td>\n",
" <td>7.931000e-11</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4001</th>\n",
" <td>-166.857</td>\n",
" <td>7.781400e-11</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4002</th>\n",
" <td>-166.850</td>\n",
" <td>7.296700e-11</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4003</th>\n",
" <td>-166.846</td>\n",
" <td>6.987300e-11</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>4004 rows × 2 columns</p>\n",
"</div>"
],
"text/plain": [
" E i\n",
"0 -206.795 7.859750e-11\n",
"1 -206.805 5.445100e-11\n",
"2 -206.809 6.106750e-11\n",
"3 -206.795 5.972600e-11\n",
"4 -206.780 5.621750e-11\n",
"... ... ...\n",
"3999 -166.870 7.752900e-11\n",
"4000 -166.854 7.931000e-11\n",
"4001 -166.857 7.781400e-11\n",
"4002 -166.850 7.296700e-11\n",
"4003 -166.846 6.987300e-11\n",
"\n",
"[4004 rows x 2 columns]"
]
},
"execution_count": 72,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"HS1_1 "
]
},
{
"cell_type": "markdown",
"id": "e293bb10-9bb3-43ab-858b-7a9c42f1f5f6",
"metadata": {},
"source": [
"# Coding part!\n",
"\n",
"Separate code into analyze and plotting, with all answers in a dict.\n",
"Can't believe it took me this long to really do it this way :|"
]
},
{
"cell_type": "code",
"execution_count": 231,
"id": "06ac7ed7-98de-48bb-a6de-1c6571d2808d",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Anodic n = b_a*log(i/i_a) b_a = 5.08 mV/decade i_a = 5.21e-12 A/cm2\n",
"Cathodic n = -b_c*log(i/i_c) b_c = 6.96 mV/decade i_c = 4.18e-12 A/cm2\n"
]
},
{
"data": {
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",
"text/plain": [
"<Figure size 1200x600 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots(figsize=(8, 4), dpi=150)\n",
"data = HS1_1\n",
"\n",
"INITIAL_KERNEL = 29\n",
"FIT_KERNEL = 99\n",
"\n",
"# Plot the raw experimental data\n",
"ax.semilogx(np.abs(data[\"i\"].to_numpy()), data[\"E\"].to_numpy(),\n",
" marker='o', linestyle='', markersize=3, alpha=0.6, label=\"Experimental Data\")\n",
"\n",
"# 1. Estimate Corrosion Potential (Ecorr) using a median filter\n",
"ecorr_guess = data['E'].iloc[np.argmin(medfilt(data['i'], kernel_size=INITIAL_KERNEL))]\n",
"\n",
"# 2. Split data into anodic and cathodic regions based on Ecorr\n",
"anodic_data = data[data['E'] > ecorr_guess]\n",
"cathodic_data = data[data['E'] < ecorr_guess]\n",
"\n",
"# 3. Perform curve fit on E vs. i for each branch\n",
"medfilt_anodic_i = medfilt(anodic_data['i'].iloc[30:-30], kernel_size=FIT_KERNEL)\n",
"medfilt_cathodic_i = medfilt(cathodic_data['i'].iloc[30:-30], kernel_size=FIT_KERNEL)\n",
"\n",
"def log_func(i, b, i_0):\n",
" with np.errstate(divide='ignore', invalid='ignore'):\n",
" result = b * np.log(np.abs(i)/i_0)\n",
" return np.nan_to_num(result, nan=np.inf)\n",
"\n",
"max_calls = 50000\n",
"popt_anodic, _ = curve_fit(log_func, \n",
" medfilt(anodic_data['i'].iloc[30:-30], kernel_size=FIT_KERNEL),\n",
" anodic_data['E'].iloc[30:-30] - ecorr_guess,\n",
" p0=[0.05*1e3, 1e-11],\n",
" maxfev=max_calls)\n",
"popt_cathodic, _ = curve_fit(log_func, \n",
" medfilt(cathodic_data['i'].iloc[30:-30], kernel_size=FIT_KERNEL),\n",
" cathodic_data['E'].iloc[30:-30] - ecorr_guess,\n",
" p0=[-0.05*1e3, 1e-11], \n",
" maxfev=max_calls)\n",
"beta_a = popt_anodic[0]\n",
"beta_c = -popt_cathodic[0]\n",
"i_a = popt_anodic[1]\n",
"i_c = popt_cathodic[1]\n",
"\n",
"print(f\"Anodic n = b_a*log(i/i_a) b_a = {beta_a:.2f} mV/decade i_a = {i_a:.2e} A/cm2\")\n",
"print(f\"Cathodic n = -b_c*log(i/i_c) b_c = {beta_c:.2f} mV/decade i_c = {i_c:.2e} A/cm2\")\n",
"\n",
"p_anodic = lambda x: log_func(x, *popt_anodic) + ecorr_guess\n",
"p_cathodic = lambda x: log_func(x, *popt_cathodic) + ecorr_guess\n",
"\n",
"ax.semilogx(np.logspace(-10,-11, 100), p_anodic(np.logspace(-10,-11, 100)), label=\"anodic fit\")\n",
"ax.semilogx(np.logspace(-10,-11, 100), p_cathodic(np.logspace(-10,-11, 100)), label=\"cathodic fit\")\n",
"\n",
"# Configure plot aesthetics\n",
"ax.set_xlabel(\"Current (A)\")\n",
"ax.set_ylabel(\"Potential (mV)\")\n",
"ax.legend()\n",
"ax.grid(True, which=\"both\", ls=\"--\", linewidth=0.5)\n",
"plt.tight_layout()\n",
"plt.show()\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "fab64beb-db57-4c60-b9fb-2ce07ab639ba",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"id": "96009967-9972-4e11-9e72-15189c6a77a4",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"id": "e76574ce-46ca-4a5d-87e1-9d904bca1988",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"id": "a1feaa44-c2fd-4bd2-99a8-9f150a8c08db",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"id": "fcdf92cc-cff0-4883-98fd-6971415c668d",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"id": "0498fab4-2e2a-4b04-8775-856a62f25ed5",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"id": "b5a5be5a-7a45-4624-83a2-daf6e01af1ec",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"id": "533b5b34-9ea5-434c-85bc-73b857040979",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"id": "697cc70c-85f4-4a53-b16a-ffcfa55b125d",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"id": "6a9ca7c7-3b86-458b-8116-4961af6dc513",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "markdown",
"id": "bec9f9bc-b531-470e-9c27-a89b512e97ba",
"metadata": {},
"source": [
"## Analyze Tafel Data"
]
},
{
"cell_type": "code",
"execution_count": 232,
"id": "d87b07b6-f893-4d5f-b06a-09643d170939",
"metadata": {},
"outputs": [],
"source": [
"\n",
"\n",
"def analyze_tafel_data(\n",
" data: pd.DataFrame\n",
") -> dict | None:\n",
"\n",
" INITIAL_KERNEL = 29\n",
" FIT_KERNEL = 99\n",
" \n",
" # 1. Estimate Corrosion Potential (Ecorr) using a median filter\n",
" ecorr_guess = data['E'].iloc[np.argmin(medfilt(data['i'], kernel_size=INITIAL_KERNEL))]\n",
"\n",
" # 2. Split data into anodic and cathodic regions based on Ecorr\n",
" anodic_data = data[data['E'] > ecorr_guess]\n",
" cathodic_data = data[data['E'] < ecorr_guess]\n",
" if anodic_data.empty or cathodic_data.empty:\n",
" warnings.warn(\"No data in anodic or cathodic regions?. Ecorr guess may be incorrect.\") \n",
"\n",
" # 3. Perform linear fit on E vs. i for each branch\n",
" medfilt_anodic_i = medfilt(anodic_data['i'].iloc[30:-30], kernel_size=FIT_KERNEL)\n",
" p_anodic = np.poly1d(np.polyfit(medfilt_anodic_i, anodic_data['E'].iloc[30:-30], 1))\n",
" medfilt_cathodic_i = medfilt(cathodic_data['i'].iloc[30:-30], kernel_size=FIT_KERNEL)\n",
" p_cathodic = np.poly1d(np.polyfit(medfilt_cathodic_i, cathodic_data['E'].iloc[30:-30], 1))\n",
"\n",
" # 4. Calculate the tangent at the extreme ends of the filtered data\n",
" i_extreme_anodic = medfilt_anodic_i.max()\n",
" e_extreme_anodic = p_anodic(i_extreme_anodic)\n",
" tangent_slope_anodic = p_anodic.coeffs[0] * (i_extreme_anodic * np.log(10))\n",
"\n",
" i_extreme_cathodic = medfilt_cathodic_i.max()\n",
" e_extreme_cathodic = p_cathodic(i_extreme_cathodic)\n",
" tangent_slope_cathodic = p_cathodic.coeffs[0] * (i_extreme_cathodic * np.log(10))\n",
" \n",
" # 5. Calculate tangent lines \n",
" log_i_extreme_anodic = np.log10(i_extreme_anodic)\n",
" log_i_tangent_anodic = np.linspace(log_i_extreme_anodic - 0.5, log_i_extreme_anodic, 100)\n",
" e_tangent_anodic = (\n",
" tangent_slope_anodic * (log_i_tangent_anodic - log_i_extreme_anodic)\n",
" + e_extreme_anodic\n",
" )\n",
"\n",
" log_i_extreme_cathodic = np.log10(i_extreme_cathodic)\n",
" log_i_tangent_cathodic = np.linspace(log_i_extreme_cathodic - 0.5, log_i_extreme_cathodic, 100)\n",
" e_tangent_cathodic = (\n",
" tangent_slope_cathodic * (log_i_tangent_cathodic - log_i_extreme_cathodic)\n",
" + e_extreme_cathodic\n",
" )\n",
"\n",
"\n",
" # --- 3. Calculations ---\n",
" temp_kelvin = 25.0 + 273.15\n",
" R = 8.314 # Ideal Gas Constant (J/(mol·K))\n",
" F = 96485 # Faraday Constant (C/mol)\n",
" n = 2 # Number of electrons transferred in your electrochemical reaction. \n",
" \n",
" # Calculate the anodic charge transfer coefficient (alpha_a)\n",
" # This value represents the fraction of the potential that assists the oxidation reaction.\n",
" try:\n",
" alpha_a = (2.303 * R * temp_kelvin) / (1000 * tangent_slope_anodic * n * F)\n",
" alpha_c = -(2.303 * R * temp_kelvin) / (1000 * tangent_slope_cathodic * n * F) \n",
" except ZeroDivisionError as e:\n",
" print(\"Slope is zero, what happened?\")\n",
" print(e)\n",
" \n",
" \n",
" # 6. Package results into a dictionary\n",
" results = {\n",
" \"ecorr_guess\": ecorr_guess,\n",
" \"beta_a\": tangent_slope_anodic, \n",
" \"beta_c\": tangent_slope_cathodic,\n",
" \"anodic_tangent_i\": 10**log_i_tangent_anodic,\n",
" \"anodic_tangent_E\": e_tangent_anodic,\n",
" \"cathodic_tangent_i\": 10**log_i_tangent_cathodic,\n",
" \"cathodic_tangent_E\": e_tangent_cathodic,\n",
" \n",
" }\n",
" return results"
]
},
{
"cell_type": "markdown",
"id": "967c80c8-6271-405d-98e6-f2699a657fc5",
"metadata": {},
"source": [
"## Plotting code\n",
"\n",
"Plot the additional stuff only if you have results.\n",
"Use the same function for everything\n",
"Again, why didn't I do this earlier :|\n"
]
},
{
"cell_type": "code",
"execution_count": 233,
"id": "a49005dc-a2b9-4cf1-9ad8-e4f549bda1fd",
"metadata": {},
"outputs": [],
"source": [
"def plot_tafel(data: pd.DataFrame, results: dict):\n",
" \"\"\"\n",
" Generates and displays a Tafel plot from the data and analysis results.\n",
"\n",
" Args:\n",
" data (pd.DataFrame): The original experimental data.\n",
" results (dict): The dictionary returned by analyze_tafel_data.\n",
" \"\"\"\n",
" fig, ax = plt.subplots(figsize=(8, 4), dpi=150)\n",
"\n",
" # Plot the raw experimental data\n",
" ax.semilogx(\n",
" np.abs(data[\"i\"].to_numpy()), data[\"E\"].to_numpy(),\n",
" marker='o', linestyle='', markersize=3, alpha=0.6, label=\"Experimental Data\"\n",
" )\n",
"\n",
" # Plot the analysis results if available\n",
" if results:\n",
" \n",
" ax.axhline( # Ecorr line\n",
" y=results[\"ecorr_guess\"],\n",
" color='green', linestyle='--', linewidth=2,\n",
" label=f'$E_{{corr}}$ = {results[\"ecorr_guess\"]:.2f} mV'\n",
" )\n",
" \n",
" ax.plot( # Anodic tangent line\n",
" results[\"anodic_tangent_i\"], results[\"anodic_tangent_E\"],\n",
" color='red', linestyle='-.', linewidth=2,\n",
" label=f'Anodic Tangent {results[\"beta_a\"]:.2f}'\n",
" )\n",
" \n",
" ax.plot( # Cathodic tangent line\n",
" results[\"cathodic_tangent_i\"], results[\"cathodic_tangent_E\"],\n",
" color='blue', linestyle='-.', linewidth=2,\n",
" label=f'Cathodic Tangent {results[\"beta_c\"]:.2f}'\n",
" )\n",
"\n",
" bx = ax.twinx() \n",
" ymin, ymax = ax.get_ylim()\n",
" bx.set_ylim(ymin-results[\"ecorr_guess\"], ymax-results[\"ecorr_guess\"])\n",
" bx.set_ylabel(\"Overpotential (mV)\")\n",
" \n",
" # Configure plot aesthetics\n",
" ax.set_xlabel(\"Current (A)\")\n",
" ax.set_ylabel(\"Potential (mV)\")\n",
" ax.legend()\n",
" ax.grid(True, which=\"both\", ls=\"--\", linewidth=0.5)\n",
" plt.tight_layout()\n",
" plt.show()\n"
]
},
{
"cell_type": "markdown",
"id": "d83b0f6a-2961-4381-941f-2eda09ab713c",
"metadata": {},
"source": [
"# Funspace"
]
},
{
"cell_type": "code",
"execution_count": 235,
"id": "2f0f4d93-90bd-4ea0-b481-5d2d0c0d35c5",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"alpha_a 38.63008297021084\n",
"alpha_c -53.89894810425625\n"
]
},
{
"data": {
"image/png": 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Kzp07Y+rUqTAwMMC6devoASgASEpKQu/eveHo6IigoCCMHTsWAQEBaNOmDaKjo9GuXTusX79eZ2VWhvR0GWWviooKxMfHo6KiQqWGzUtTf+ras7HjWsv1NawrL76VW1fx1Mc2w0bPtY6rF19+j5FIJLhx4wYkEsXTbWoDXcTDdR5c+FPHB1sbNnomWr7VHV3Bt3LrKh6+tRt17bXVbrjW6RN8LHN9fNbwrc0w1fKx/hDqHnV2Y3IuuHnzJp49eyaXlpqaitTUVADKNyC3tbXF9evXsWTJEhw4cADHjx+HpaUlQkJCMGfOHPj7+8vpu3btiunTpyM2NhaJiYmIjo6Gubk5OnXqhFGjRmH69On08ZG6RCwWIzMzE/n5+SgrK1OpoygKZWVlePjwISenDGjqT117NnZca7m+hnUFvpVbV/HUxzbDRs+1jkuMjY1haWkJW1tbGBgY6CRPZaSmpqJTp061ln9VdBEP13lw4U8dH2xt2OiZaPlWd3QF38qtq3j41m7UtddWu+Fap0/wscz18VnDtzbDVMvH+kOoW9TrQaiUlBS17KysrLBixQqsWLGiRm2bNm2wdu1atfLRFmKxGM+fP2c0NVEgEMDS0pKzL4Ga+lPXno0d11qur2FdgW/l1lU89bHNsNFzreOSsrIyZGZmorCwEM2bN6/VgSgCgUAgEAgEAkEfqdeDUPWVzMxMlJSUwMDAAPb29jA3N4dQqHxlJkVRyM3NhbW1NWezOjTxp649GzuutVxfw7oC38qtq3jqY5tho+daxxUSiQSFhYVIS0tDSUkJMjMz0bhxY63nSyAQCAQCgUAg1CfIxuR6ApuN1x4/foyysjI0bdoU1tbW1WopioJYLIaBgQFnX6g18aeuPRs7rrVcX8O6At/Krat46mObYaPnWsc1ubm5ePXqFYyNjdGqVSud5SuFoihkZWXBxsaGN+1G2/FwnQcX/tTxwdaGjZ6Jlm91R1fwrdy6iodv7UZde221G651+gQfy1wfnzV8azNMtXysP6ogG5Pzl3q9MXl9RLrPCgCYm5szslE1S0pdNPWnrj0bO661XF/DugLfyq2reOpjm2Gj51rHJdJ+saysrNY2KzczM6uVfFWhi3i4zoMLf+r4YGvDRs9Ey7e6oyv4Vm5dxcO3dqOuvbbaDdc6fYKPZa6Pzxq+tRmmWj7WH0Ldgl/fEAlaR/ZLFdMveHl5eZzGoKk/de3Z2HGt5foa1hX4Vm5dxVMf2wwbPdc6LpHtF2tjEIqiKISHh/PmtD5dxMN1Hlz4U8cHWxs2eiZavtUdXcG3cusqHr61G3XttdVuuNbpE3wsc3181vCtzTDV8rH+EOoeZBCKQCAQCAQCgUAgEAgEAoGgdcggFIFAIBAIBAKBQCAQCAQCQeuQ0/EINcL1MeWa+lPXno0d19r6etQ738qtq3jqY5tho+dap2/Y2trWdghy6CIervPgwp86PtjasNEz0fKt7ugKvpVbV/Hwrd2oa6+tdsO1Tp/gY5nr47OGrX1GQSmuPcnE7QJLGN19A1d7SzxJL0B2UTkamhnBx8UGdhYiZBSU4kLSWySk5oCiKJiXWMKvoBSNrUw5iYmP9YdQtyCn4+kJTHf/l0gkePDgAQDA3d2ddxtHEwgEQm1C+kgCgUAgEAh8I/5ZFvbFv8DbvFIUlVUgr7gCL7KLUCGhUCGhIDIUoqGZEcyMDZCaVYzSCjGEAiFERkJYigzRtqkVpge1Qmdnm9ouis4gp+PxF/LpmlAtFEWhqKiI0038NPGnrn1NdgKBoMbXpEmT1IqH62vIBS4uLlo/VpVv5WYbj0AggIuLC2P/CxcuVKgzlpaWcHJyQnBwMBYuXIiUlBStx82VPVs7pnqudfoGRVFISEjgTbl1EQ/XeXDhTx0fbG3Y6Jlo+VZ3dAXfyq2rePjWbtS111a74VqnT/CxzPXxWVOdfezTTIRtuoaev1xA9+XnEbYxFguP3kP4vTTEpWQhPiULia/zkFdSgaIyMcoqJMgvqcDzrGIkvSlAYZkYFRKgTCxBQUkF3uaXIP5ZNrbHPENGQalGZeJj/SHUPcggFKFGysrKeOVPXXsmdmFhYQgLC8P7779P/1/6CggIUNsv19ewrqCrcjMdMNJFPJ6ennT9GTx4MFxdXREbG4tFixahVatWmDlzJus4VOmZDiZqs82oo+dap09QFIWUlBTefLjTRTxc58GFP3V8sLVho2ei5Vvd0RV8K7eu4uFbu1HXXlvthmudPsHHMtfHZ40q+59P3sfkTddw6WE6nmcX42VOCS4+ysCdl3nIKixDXkkFyiUsnk0AxBIKZRUSPH5biLiUbI3KxMf6Q6h7kD2hCAQZtmzZAoqikJubC2tra63PFqotzp8/j/Ly8toOQy8ZOnQovv76a7n6U1FRgT179uCrr77C6tWrkZaWhp07d9ZypAQCgUAgEAgEvhD7NBO7Yp+hqFzCqV8KQIWEQmFpOXKK6t8PfAT+QWZCEQj1kFatWsHDw6O2w6g3GBoaYsKECbh8+TIsLCywa9cuHD16tLbDIhAIBAKBQCDwhA1RT1BcLqb/5vKncLGEgrnICA3MjDn0SiCoBxmEItSIubm5RvYZBaU4ffc1dl97jtN336CE0mwCnrrxsLGrSTt79mwIBAKMHTtWQfv27Vs4ODjA0NAQV69epf1NnjwZAoEAkZGROHXqFAICAmBhYYGGDRtixIgRSEpKUpnf5cuXMXz4cDRu3BgikQguLi744osvkJ6erqCdNGkSnc+ZM2fQq1cvNGjQAAKBADk5OQCUL+NKSUmBQCBAUFAQCgsLMXPmTDg5OcHU1BTe3t44duwYrd23bx98fX1hbm4Oe3t7fPHFFyguLlZ6HQsKCrB48WJ06NABZmZmsLKyQmBgIA4fPqygl42huLgYc+fOhbOzM0QiEVxdXfHLL7/ITf/dsmULXY5nz57J7ccUFBRE627duoXZs2ejd+/e9DVs2bIlPv30U7x69UrldVcXVfXHw8MDX331FQDgzz//lHvv9evXWLFiBQIDA+Ho6AhjY2M4ODggNDQU9+/fl9NGRkZCIBDg2bNnAOT3NJNdlpicnIyFCxdiwIABaNKkCYyNjdGsWTN88MEHePjwodrl0FTPtU6fEAgE8PPz480sTF3Ew3UeXPhTxwdbGzZ6Jlq+1R1dwbdy6yoevrUbde211W641ukTfCxzfXzWKLNPzy8DVc0kqEYF2bAoLQL74SkBDIQCtGpsDh+XhqxiUkdDINQEGYQi1Igmx6THP8vCqvAH+C/uBY7ceol98S+w+sJjxD9TvR5ZW/GwsatJu2TJEnh5eeG///5TWFb14YcfIi0tDfPnz4efn5+Cv3379mHw4MEoKyvDkCFD0LRpUxw6dAjdunVDQkKCQl5//vknevbsiWPHjsHV1RUhISEwNTXFmjVr0LVrV7x+/VppjLt27cLAgQNRWFiIgQMHokuXLoz3D+rTpw+2b9+OTp060XENHz4c586dw+rVqzFu3DgYGhoiODgYYrEYa9aswdSpUxV8ZWRkoFu3bvjxxx+RnZ2Nfv36oWvXroiPj8fw4cOxfPlylTEEBwdj3bp1aNOmDXr16oWXL19i7ty5WLBgAa1zdXVFWFgYgMoBC9k9vAYMGEDrli9fjtWrV0MikaB79+4YNGgQKIrCP//8Ax8fH84HoqqrP2PHjgUAREdHy+15dOTIEcyZMwevXr1Chw4dMGzYMLpuBAYGIjw8nNY6ODggLCyMHqSRLffIkSNp3YYNG7B48WLk5+fDx8cHISEhsLKywvbt29GlSxfcvn1b7XJooudap280bKj6A2JtoIt4uM6DC3/q+GBrw0bPRMu3uqMr+FZuXcXDt3ajrr222g3XOn2Cj2Wuj8+aqvaNLI0hqObb+XeRmxD9z2R8dXknrIvzGecjFABezRtgYjdn2FmIWMWkroZAqBaKoBeIRCJKJBLVqBOLxVRiYiKVmJhIicXiGvUSiYTKzs6mJBIJ65jS80uoOQcSqPf+jKKG/X2ZCtsUSw37+zI1cHUkNWd/ApWeX8Lap7rx1GSHyuXSrPK4f/8+ZWpqSllaWlJPnjyhKIqi1q5dSwGgunXrRpWXl8v5CwsLo/NZt26dXGxz5syhAFDe3t5yeVy9epUSCoWUs7MzlZCQIGezePFiCgA1cuRIORvZfPbs2aM0dmdnZ6pq83/69CltFxQURGVlZdHvbd68mQJAubq6UjY2NtSlS5fo916+fEk1btyYAkA9fvxYLsa+fftSAKjZs2dTZWVl9HuPHz+mWrVqRRkYGMiVSzaGHj16UOnp6fR7169fpwwNDSkzMzMqPz9fLnYAlLOzs9KyUhRFnT9/nnr58qXcfRWLxdSiRYsoANTkyZMVbGryWZUff/yRAkD98MMP1dYfsVhMiUQiCgD14MEDOv327dty10LKqVOnKGNjY6pVq1YKPpXdR1muXr1KPXr0SCGeTZs2UQCoXr16qbRl29aY6rnWcQ3bPlIb+R8+fLhW8laGLuLhOg8u/Knjg60NGz0TLd/qjq7gW7l1FQ/f2o269tpqN1zr9Ak+lrk+PmuU2cc8yaDa/XCKcp5zXOHV4+P1VIVASFEARQFUvrEpNWH0YqVa2Ver745ToauOUGm5RZyUiY/1RxVMvx8TdA+ZCUXQGnEpWXibVwpDAwHc7S3RxNoU7vYWMBQC6fml1Z7OUFsIBAIIhUI0bNgQQqFQbplT1eVjHh4eWLlyJfLz8/HBBx/g3r17+Oabb2BhYYEdO3bA0FD5skN/f3989NFHcnn+9NNPcHJywo0bN+glfEDlDB6JRIJ169ahY8eOcjbz58+Hl5cXDh48iIyMDIV8Bg8ejDFjxrC+BgYGBli/fr3crxwffPABGjVqhOTkZHz++efo0aMH/V7Tpk0xfvx4AMClS5fo9Fu3buHcuXPw9/fH8uXLYWRkRL/XsmVL/PrrrxCLxdiwYYNCDEKhEBs2bICdnR2d5uPjg4EDB6KoqAhxcXGsytS7d280adJEIY8ffvgBjo6OOHLkCCt/miCtXwCQnf2uDXTo0EHuHkvp378/hg4disePH+Pu3bus8urWrRtatWqlkD558mR0794dkZGRyM3NZVkCAoFAIBAIBALXdG1hi3FdnWFmJFRYcPdpzD4YyKzVE1AU7ji4KvgwMxJAZCiEyECIFnZm2PGhLya6UjXOgCIQdAk5HY+gNbKLylFUVgFrUyN6GZhAIICViSEKyyp4eTqDdGlXWVkZjI3lN+5r3ry5gv7TTz/F0aNHER4eDn9/fxQVFWHjxo1Kv/hLkS7HksXIyAihoaH4/fffcfnyZfj5+UEikeD8+fOwtLREnz59FGwEAgG6d++OmzdvIj4+Hv3795d7PyQkhFGZq+Li4gJXV/mHmlAohLOzM9LT09GvXz8FG2l5ZZcGnj17lo5D2TLAgIAAAMD169eVxtC6dWuFdGmaqiWI1ZGZmYm9e/fi8ePHyM3NhVhcufFjeXk5srKykJWVBRsbG9Z+1YH6375WVa9LaWkpTp8+jWvXriE9PZ1erpeYmAgAePToETp06MAqr4KCAuzfvx8PHz5EdnY2fSri69evQVEUHj9+DG9vb02LRCAQCAQCgUDQkHmD2qBPm8b4J+IxnmQUQEJRkDx7jtC75+V0O7wGIcfUSsG+o1NDmBsbopGVCKM6N4OXUwMcY/cbJoGgdcggFKFG1N2XpaGZEcyMDZFdVAYHKxMIBAJQFIX8UjHsLI3VPp1Bm3tCbdmyBRRFoaCgABYWFoz2UFq7di3at2+PvLw8DBkyBFOmTKk2b2dnZ6V+pBtKS/cnyszMREFBAQConFUlRdlMKGWDZkxwdHRUmi7df0jZ+9L3SktL6bSUlBQAwNy5czF37lyV+SmLvVmzZkq1FhYWCvkwYffu3fj444/p66mM/Px8zgahqqtrEomEngElm9+dO3cQEhJCXzdVMbLhwoULGDt2rNIN7Jn4JHtC1Q4NGjSo7RDk0EU8XOfBhT91fLC1YaNnouVb3dEVfCu3ruLhW7tR115b7YZrnT7BxzLXx2eNKvuuLWzRtYUtwhPfYM7+BHwVewBGknen5pUYGmNDl+FKbf1a2sLdwQo+Lg1hZyGCRCIhzxoC7yCDUIRqEQgEsLS0VMvWx8UGkQ/TkZ5figdp+bA2NUJucTkkEKKRlaja0xm4joeNHVvthQsXUFJSAgBISkpCYWGh3KleTP1RMqe+AaBn6lhaWmLEiBHV2iob2DIxMakxT2UwOUmGCRJJ5ZThHj16oGXLlip1skvu2ObBhGfPnmHSpEmgKAq///47Bg8eDEdHR5iamgKoXB559epVheuvLjXd78TERJSVlcHMzIweeKQoCqNHj0ZKSgqmTZuGadOmoWXLlvRA6Lx587Bs2TJWMRYUFGD06NHIzMzEggUL8P7778PZ2RmmpqYQCAQYN24cdu/erdIn27bGVM+1Tt8QCoUIDAys7TBodBEP13lw4U8dH2xt2OiZaPlWd3QF38qtq3j41m7UtddWu+Fap0/wscz18VlTk/0Xu2/iaMIrNCrIwtiEcLn39nQMRrqF8u9RRWViDGjvoFac5FlD0BVkEIpQLRRFoaSkBCYmJqwHBuwsKqeBAi+QnleKwrIK2JgZw8bMECO9m6m1NlndeNjYsdE+fPgQX3/9NczNzdGvXz8cPnwYX3/9NdatW6fgT8qzZ8+U+nr+/DmAyj2WgMrBGZFIBCMjI2zZsoVJMXmFdMZUaGgovvzyy1qL4+TJkygrK8PMmTPx8ccfK9zXJ0+ecJofRVEoLi5WWX/27NkDoHI5onSGW1JSEpKSkuDj44N//vlHwd+jR49YxxEVFYXMzEyEhobiu+++Y11utm2NqZ5rnb5BURQSExPRtm1bXpRbF/FwnQcX/tTxwdaGjZ6Jlm91R1fwrdy6iodv7UZde221G651+gQfy1wfnzXV2YcnvsHRhMqVER9dOwSRuJx+r0xoiH+7hqr0m54vv1qAPGsIfIRsTE6oEbZLn2Tp7GyDb4LdMcrHCcM6OWKUTzNM7+6Izs7qH+2pbjxs7JhoKyoqMGHCBBQWFmL16tXYsWMH3NzcsH79eoVNzGX97d27V6mvAwcOAAC6d+8OoHIJXlBQELKysuQ2/K4r9O3bFwB0sum3kZERKioqlL4nXfrm5OSkcF8vXbqEtLQ0zuNRVX+SkpLwxx9/AIDcwJw0RmXLELOzs3H+/HmFdAD0vmXKyi7rs2o8ycnJuHHjRk3FYN3WmOq51ukTFEUhOTmZs5l5mqKLeLjOgwt/6vhga8NGz0TLt7qjK/hWbl3Fw7d2o669ttoN1zp9go9lro/Pmursv9t/BwDQsCgXE26dlHtvf4c+eG2luIpASiNL+R/5ybOGwEfIIBRB69hZiDCgvQPG+jZH/3YOsDFXby8ovrFw4UJcv34dgwYNwtSpU2Fubk6fivfRRx/hzZs3Su2io6OxadMm+m+KovDjjz/i+fPn8PT0hL+/P/3evHnzIBQKERYWhsuXLyv4evXqFf7++2/uC8cB3bp1Q2BgICIiIvD1118r7MckkUgQHh6utFxsadq0KdLS0pCTk6PwnnQz8507d6KwsJBOf/nyJaZNm6Zx3kyoqKjAzp070aNHDxQUFOCDDz7AoEGD6PddXV0hFApx4cIFuVlPJSUlmD59utwperJIZ809ePBA4T1puQ8dOiS371ZOTg4+/PBDeoNyAoFAIBAIBAJ/yPzf4U1T4o7CrPzdD3IVAiH+6TZKpV0jC2OEdla+ryqBwCfIcjwCQYZJkyYBUH063uLFiwEAly9fxvLly2Fvb0/PbAEAX19fLFiwAD/++CMmT56Mkyflf70AgOnTp2Pq1Kn4999/0apVK9y+fRv37t2DpaUlNm/eLKft2bMn/vjjD3z11Vfo0aMHOnbsCDc3N5SUlODZs2e4f/8+LCws8Nlnn3F8Jbhh3bp1GDVqFH7//Xds27YNnTp1QqNGjfDy5Us8ePAA6enpWL16NX1SnrqEhIRgzZo18Pb2hr+/P0xMTODu7o5vv/0WISEhaNeuHeLi4tC5c2cEBASgpKQEERER6NSpE/z9/XHlyhWOSlw58+vRo0cwNjZGSUkJ0tPTERcXh7y8PAiFQsyaNQvLli2Ts2ncuDE+/PBDrF+/Hp6enujduzdMTU0RFRUFsViMcePGYdeuXUrLffHiRfTp0we9evWCubk57OzssHz5cvj4+KBfv344e/YsfHx80KtXLwBAZGQk7OzsMHToUJ3MUiMQCAQCgUAgsMOqpABh8cfk0o60C0JqAwcAirOQjA0E+Kpfa7S2r3/7aRLqHmQQilAjZmZmvPKnrj0Tu61bt6p8z9PTE4sXL0ZeXh4mTpwIsViMjRs3KpxC9/333+P06dM4ffo0/vrrL3z++edyeY8ePRqDBg3Czz//jCNHjsDIyAhDhw7Fzz//jLZt2yrk+/nnn8PPzw+rV6/GpUuXcPToUVhaWqJZs2aYNm0aRo1S/YtIbePi4oKrV6/i33//xd69e3H9+nWUlZWhSZMm8PLywtChQzF69GiN85Fu2n3kyBHs3bsXFRUVCAwMxLfffgtjY2NERUVh3rx5OHXqFI4fPw5HR0fMmDEDP/zwg9yMJC5ISEhAQkICgMpTAxs0aICuXbuie/fumDRpksrTEf/55x94eHhg48aNOH/+PKytrdG3b18sWbIEGzduVGrzxRdfIDs7G7t378aBAwdQXl4OZ2dnLF++HEDlgNiSJUvw33//4dSpU2jcuDHGjh2LJUuWYNasWTWWhW1bY6rnWqdPCAQC+Pr68mafBV3Ew3UeXPhTxwdbGzZ6Jlq+1R1dwbdy6yoevrUbde211W641ukTfCxzfXzW1GQfFn8MVmVF9N8SCLCWngUlb9O6sRn+Gu+jdACKPGsIfERAkQWdeoH0JDTZDbCVIZFI6KU77u7uEAqrX5EpWz242sRPE3/q2rOx41or1UyePBlbt25FREQEgoKCagq5zsN13dEUXcVTH9sMGz3XOq5h20dyDUVRoCgKAoGAN+1G2/FwnQcX/tTxwdaGjZ6Jlm91R1fwrdy6iodv7UZde221G651+gQfy1wfnzXV2bf7eh8u/9+HaFiST6cd9+iBz4fOof+2MjFEkHsjfN7brdrZT/X5WcP0+zFB95A9oQg1kpubyyt/6tqzseNay/U1rCvwrdy6iqc+thk2eq51+gRFUTh27BhvNvzURTxc58GFP3V8sLVho2ei5Vvd0RV8K7eu4uFbu1HXXlvthmudPsHHMtfHZ0119kPuX5IbgAKAv/xkVw5IcOuHfvjzfe8al9+RZw2Bj5BBKAKBQCAQCAQCgUAgEHjAXs9gTB2xALeauAEAwt26IalxCxmFAFuvPK2d4Ooh8fHxWL58OUaMGAFHR0cIBAJ6lpUyFi5cSM8UU/aaO3euDqPnJ2RPKAKBQCAQCAQCgUAgEGqZC/fTQAmEOOfWFedcfdEj5SbeWtgo6FaFP8LkgFa1EGH946efflLrMJ/u3bvD1dVVIb1z585chFWnIYNQhBrhek8UTf2pa8/GjmutUCjE5s2bsWXLFsZ+9QFd76dTE7qKpz62GTZ6rnX6hqUlv0620UU8XOfBhT91fLC1YaNnouVb3dEVfCu3ruLhW7tR115b7YZrnT7BxzLXx2eNrH144hssPnoPL3Jk9i8SCBDVwluJpQCFZWK18uFCy8f6o038/Pzg6emJLl26oEuXLnBwcGBkN3XqVPrkdYI8ZGNyPUFbG5MTCARCfYL0kQQCgUAgEHTF/vhUfH/wDkrF7L+SpywfrIWI9AdtbUwuEAggEolU+l24cCEWLVqEzZs3k0EoFZBP14RqoSgKxcXFnG7ip4k/de3Z2HGt5foa1hX4Vm5dxVMf2wwbPdc6fYOiKCQlJfGm3LqIh+s8uPCnjg+2Nmz0TLR8qzu6gm/l1lU8fGs36tprq91wrdMn+Fjm+vis+ev8Q7SYewLf7Lut1gCUmREzHXnWEPgIGYQi1EhpaSmv/Klrz8aOay3X17CuwLdy6yqe+thm2Oi51ukTFEXhwYMHvPlwp4t4uM6DC3/q+GBrw0bPRMu3uqMr+FZuXcXDt3ajrr222g3XOn2Cj2Wub8+aPqsisersI1B4Z2tVUsAmd3zb34OZkjxrao0LFy7gq6++wrRp07BkyRLEx8fXdki8gewJRSAQCAQCgUAgEAgEgpb568IjPM4olEsTSsQ4tP0bvLVoiD/9x+Jq846AQKDSR3NzMcL8W6h8n/COsrIytGvXTul79+7d02re27dvl/t7wYIFCA0NxZYtW2BhYaHVvPkOmQlFIBAIBAKBQCAQCASClll36YlC2sAHV9Aq6wX8nt/B7j3f48COb2FTlKvU/sf3PDCro7ajJGiCq6srVq1ahXv37qGgoACpqanYuXMnHB0dceDAAUycOLG2Q6x1yEwoQo2YmZnxyp+69mzsuNZyfQ3rCnwrt67iqY9tho2ea50+IRAI4O3tDUE1v4DqEl3Ew3UeXPhTxwdbGzZ6Jlq+1R1dwbdy6yoevrUbde211W641ukTfCxzfXrW5JdUyHqBgJLg86t75TSmFaXIMrWSSzMxAJKWDgZFUXjxwpg8axhibGys9RlPVZkwYYLc3+bm5hg3bhx69eqFDh064PDhw7hy5Qr8/f11GhefIKfj6QnkdDwCgUDQHNJHEggEAoFA4JKHaflYf+kx9sW/VHivWW4a9u2YjSYFmXTa9KFzccojgP57uGcTrH7fWyex6hO1dTpedXz77bdYtWoVfvjhByxatIjTuOoS5NM1oVooikJOTg6nm/hp4k9dezZ2XGu5voZ1Bb6VW1fx1Mc2w0bPtU7fkEgkOHr0KCQSSW2HAkA38XCdBxf+1PHB1oaNnomWb3VHV/Ct3LqKh2/tRl17bbUbrnX6BB/LrM/Pmp2xzxCy5rLSASiAwgtrewR+sgHz+n+GVGt7PLJ1wml3fwgFwPBOTRA3v6/cABR51tRt3NzcAACvX7+u5UhqF7Icj0AgEAgEHsG3gTddxMN1Hlz4U8eHOoO9XGr5Vnd0Bd/Krat4+NZuNPmxRBt6rnX6BB/LrI/Pmodp+Zh/6C5qyrXM0Ai7Og3Efx36oUl+BiiBENe/7ws7C5Fa+WqiJ88a7ZKdnQ0AZGPy2g6gtigsLMT27dsxY8YM+Pr6QiQSQSAQYPny5SptFi5cCIFAUOPr0qVLCrYlJSX48ccf0bp1a5iYmKBp06aYMmUKXrx4oc1iEggEAoFAIBAIBAJBx8zel1DjAJQsFQaGSG3gAHNjgcoBKELdhaIoHDp0CADQuXPnWo6mdqm3M6EePXqEDz74gJVNp06dEBYWpvS9ly9f4ty5czAzM4O3t/ya3ZKSEvTp0wdXrlxBkyZNMHToUKSkpGDz5s04fvw4rl69ilatWqldFm3D9cZzmvrTZNPM2tLWlc37uIZv5dZVPPWxzbDRc63TN0xNTWs7BDl0EQ/XeXDhTx0fbG3Y6Jlo+VZ3dAXfyq2rePjWbtS111a74VqnT/CxzPr4rLnzUvkJd+9Q/jln0dAOGuWriZ48azQjIyMDJ0+exJgxYyASvRtILCgowDfffIPY2Fg4ODhg+PDhtRhl7VNvNyZ//Pgxli1bBl9fX3Tp0gUHDhzA0qVLsWzZMsydO5e1vzlz5mDFihUYP348duzYIffeDz/8gJ9++gl+fn4IDw+np9/99ttvmDVrFnr27ImLFy9qVB6yMTk3fP755/j777+r1RgaGiIvL490wFWIj4/H2bNnce3aNcTGxuLVq1eMN+2LiYnBypUrER0djczMTFhaWsLLywvTp0/HyJEjFfS//fYbLl++jDt37uDt27coKSmBg4MDgoKCMHv2bLRr1451/DExMVi2bBmio6NRUFCA5s2bY/To0Zg3bx6jU9qysrLg4eGB9PR0uLu7IykpiXUMXDB69Gjs27cPixcvxoIFC6rVXrp0CYGBgWjWrBmePXtG+gOQPpJAIBAIBAI3tJh7gtVMKCl7P+mGri1sOY+nvsHVxuQnTpzATz/9RP8dGxsLgUAAX19fOm3BggUYPHgwUlJS0KJFC1hZWaFNmzZo3rw5cnJycOPGDWRmZqJBgwY4fvw4unfvrlFMdZ16++m6VatW2LBhAz7++GN4eXnB0FD9SWEURWH37t0AgIkTJ8q9V15ejjVr1gAA/v77b7n1nzNnzkTHjh1x6dIlxMfHq52/NqEoCiUlJZxusqyJP3XtmdolJCQAAAYNGoSwsDClr2+++YYegGLil+tryFd++uknfPfddzh06BBevXpFp9dU7n379qF79+44ePAgnJycEBoaivbt2yMyMhKjRo1SOij8888/49SpU7CxsUGfPn0wePBgmJiYYNu2bfD29sapU6cUbKq7Dzt37kRAQACOHj0KFxcXDBo0CCUlJVi6dCn8/f2Rn59fY/lnzpyJjIwMOq/aajPSPmjnzp012ks148ePVxhsYZsvUz3XOn2Doig8evSIN+XWRTxc58GFP3V8sLVho2ei5Vvd0RV8K7eu4uFbu1HXXlvthmudPsHHMuvrs8bYQHl6y8wXcM5+pfxNAD8cvqtRvurqybNGOenp6YiNjaVfQOV1kE1LT08HANja2mLOnDnw8vLCixcvcPToUURHR8PBwQGzZs3C3bt36/0AFFCPB6G4JDIyEqmpqXBwcEDfvn3l3rt8+TJycnLQqlUreHl5KdhKZ3kcO3ZMJ7GqA9fHWmrqT137muwoisLt27cBAKtXr8bmzZuxZcsWhdeyZctYx8P1NeQjfn5++OGHH3Ds2DG8efOGkU1FRQU+++wzSCQS7NmzB9evX8eePXtw6dIlXL58GSYmJlixYgUeP34sZ3fkyBFkZ2cjNjYWBw8exMGDB/HgwQOsXbsWZWVlmDp1KsRisUJ+yu7DixcvaP2mTZsQFxeHgwcP4tGjRxg1ahQSEhIwe/bsastx/vx5bN26FR999BEA7jdsZFN/BgwYADs7Ozx48ABxcXEq7cvKyrBv3z4AwIQJEzTOl42ea50+QVEUEhMTefPhThfxcJ0HF/7U8cHWho2eiZZvdUdX8K3cuoqHb+1GXXtttRuudfoEH8usr8+aKQEtlabPi9iIC+un4fdjK+GW/kzh/cfpBRrlq66ePGuUM2nSJPoHZlWvSZMmAQAsLS2xfPlyREZG4sWLFygpKUFhYSHu3r2LVatWwdHRsXYLwxPIIBQHSJffvf/++zAwkB/yls6sqbpPlBRpulRHqD2ePn2KvLw82NjYoHHjxrUdTp1jzpw5WLRoEd577z3Y29szsklKSkJ6ejo8PDwwZswYuff8/PzQv39/UBSlMFOwe/fu9BRbWaZPnw5XV1e8evWKXlJVE1u2bEFJSQn69euHyZMn0+kikQh///03zMzMsHHjRmRmZiq1Ly4uxrRp09C2bVt88803jPLUJkZGRhg7diyAdzOdlHHy5ElkZ2ejU6dOaN++va7CIxAIBAKBQKgXzBnYBo7W8p9X26U9Rt/H12FASTAs8SLObvoMwQ+vymkk9Wd8h1BPIYNQGlJSUoIDBw4AUFyKBwDPnz8HADRr1kypvTRdqquJdu3aKX2VlZUBqNzPRPqSjlDLpkkkEtpX1RFcVWnK9Eztq6ar8leTD2X2NWmZlEP2devWLQBAmzZtGPtn4lfdeDXVqnuPuNIyqTvGxsbVXh8pDRs2ZHx9pAPBRkZGclpV+UgHuAIDAxXes7OzQ9u2bVFeXo4TJ04ojWHhwoV4/Pgx1q5dq7Csl+n9fPr0KQQCAYKCglBYWIivv/4aTk5OMDU1RefOnenlhRRF4b///oOvry/Mzc1hb2+PGTNmoKioSM6fdGbTnj175GaEyWqkg+cTJkyo9t7VVA5V17emOsHEr7K4a7qWXGir2inrQ6umcamVtalOWzWdrVZZbMq0Urj2K6uVtWHjV1mZudKqKkd1fquWo6YYlJWfiVbVva/qR5f1pDa10ve1VU+Y3iNda6XXgKs+Qta/OveIaf1TptNGPVF1fapqZeuPvtSTmu691B+f+ghN6x8TrbJ6qsm9V1aPqmp/G+Mp94X706v/QZYsUytcdukkl2YpMqjWr7KyVRcD19dS2T3TVT1hW6cI/KTeno7HFUePHkVubi7atWundLldQUHldEpVGxubm5vL6TRBIpHILevz9vaGk5MTjh8/TjdEU1NTODk5QSKRIDc3l94HxtTUFCKRCLm5lac4ZBRlQCAQwNLSEkXlRch4nUH7FZmIYCIyQV5enlwDt7a2RmlZKQzEBjA1rNwzycTEBCYmJsjPz4dEIkFmcSYoikKZYRnKK8pRXFRM2xuLjGFqYkprpVhZWaGiogJUOQVzo8rrVVxcDDMzMxQUFMh9ybaysoJYLEZhYeE7v8bGMDU1hVAopMsHVE6XpCiKvvbXrl0DUDkIpUwLQG5vIENDQ5ibm8PAwEBOa2FhAYFAIKeVXufi4mJ6wBAAbZ+Xl0enGRgYwNLSUqnW0NBQLi+hUAgrKyuUlJSgtLSUTjczM4OxsbFSbWlpqdwyp6r3Hqg8lcza2lqltuq9b9CgAcrKylBc/O5+SlGmLS8vR1FREWxtbeHi4oKkpCT8999/GDBgAH3vr127hjNnzsDFxQWenp50fCKRCKampkrv/ZYtW/DgwQO4urrC1tZWaT3Jzc2FlZUVJBIJCgoKaL/StlhYWIiKigrab8OGDQEA169fR0hICIDKAS5zc3Ncu3YNv/32G8aPHw9PT096TyhpPkBlPbGwsEBRURHKy8vp9y0sLCAUCpGXl0fXleLiYvTp0wePHz9G586dUVhYiCtXrmDixImwtbVFXFwcfvzxR3h5eaF37964evUq/vrrL7x58wbr16+n772vry/c3Nzw6NEjHD16FH369AEAup7k5ubixIkTEAqFeP/991Xee9lyVFdPZO99bm4u3e5V1RNZv1X7CCnW1tYKdVh675VpKyoqFNo9mz7CzMwMhYWFKCsrg1gsRn5+PoqLi1FeXo5Lly7R2mbNmqFz5864fv263LLTXr16AQAiIiLoNAcHB3Tt2hU3b97Eixcv6PSePXtCJBLh7NmzdFqjRo3g7++PO3fuAKjcBBOonPVnaWmJ06dP01obGxv06NEDd+/exZMnT+j0rl27ws7OjraVlrdXr164f/8+Hj16RKf7+PjA0dFR7plhbm6Ovn374uHDh3Ib6zs5OUEgEODEiRP0tTQxMUH//v3x5MkT3L37bu+KDh06oGXLljhz5gx9rw0NDTF48GA8e/ZMbtZv27Zt4ebmhgsXLtBlFggECAkJwYsXL3Djxg1a6+7uDg8PD0RGRsr1rUOGDEFaWhrdfwOVez56enoiOjoaOTk5dPqgQYOQnZ2Nq1ff/eIs7V+uXLkiN9uxX79+cHV1lbuWTk5O8Pb2xrVr15CWlkan9+nTB2KxGJGRkXQ5mjZtii5duiA+Pl5uj7ygoCAYGBjg/PnzdNr169fh5+eHW7duITU1lU4PCAiAmZkZwsPD6bSYmBgEBATg9u3bSElJodP9/PzQoEEDOn+gsr0FBgYiMTERycnJtNbX1xf29vZy997S0hK9e/fGgwcP5GaRqvocERwcjOTkZCQmJtJaT09PuLi44NSpU3QfamxsjIEDB+Lp06d03QaA9u3bo1WrVjh79iz9jDEwMMB7772H1NRU3Lx5k9Z6eHjA3d0dFy5ckGu3Q4cOxatXr+hlxydOnICbmxvatm2Lixcvyj1XBw8ejIyMDHovDwBo2bIlOnTogOjoaGRlZdHpAwYMQH5+PqKjo+k0Z2dndOrUCTExMfS+H0BlPSktLZXrIxwdHeHp6Yn4+Hit9BG3b9/Gs2fvlu9kZWXByspK4z5Cet+l77HpI7y8vODk5AShUEjbs+kjhEIhBAKByj7i3Llz9DNGIBDA09MTr169YtRHAMCbN2/k+ghXV1e0a9cOUVFRdB9x4sQJVn1EcHAwioqKcPnyZTqNaR8BgFUfYW9vj27dujHqI2xtbVX2EQ0bNsTJkyfptOjoaN70EdI6La0/2ugjAKBx48YQCASIjIzkrI84ceKE0j4iNg049MwIxWIK+N/25K4ZzzHwwRXIsqHLUBQZy86WotDHvhTHjh1T2Ue4ubmhpKQE586do9NU9RH+/v5o166dXLuvro9o3749o88Rb968YdVHNG/eHCdPntTK54iqfYT0c4RYLFZYpUTgB3X2dLyRI0fKVVgmbNu2TW4Xe1kWLlyIRYsWsT4dLyQkBMeOHcPy5csxZ84chfc/+ugjbNiwAfPnz5fbVV/Ko0eP0Lp1a7Ru3Zrx8iFlSJcmFRUV0WkCgQACgUBh5F/agbRu3VpuM2KBQEA/QISL1Z8kt2bgGnzW5TOlfhuvaoyMogxVptXyQ88fsDBooVK/NcFEO2LECBw+fBirV6/Gl19+yZlfXWp79erF+qTFCxcuoFevXgr5qYpBWbqyNKFQCJFIpDAwVVUbFRWFkJAQ5ObmwsfHB61atcLr169x+fJl+Pr6Ytu2bXB1dVXqY+XKlUhMTERhYSHu37+Pe/fuoWnTpjhy5Ag6d+5cbTmkTJgwAbt27cLs2bPxyy+/KGjbtGmDBw8eIDQ0lN5DCaj8hcXPzw9PnjzB/fv3YWtri5SUFLRs2RLu7u64f/9+jddSitQOqPwAeuDAAXrwa8uWLZgyZQpcXV2RlZWFQ4cOoUePHgCA169fw8vLC2/fvkVycjLtAwCWLFmCH374ARMnTsTWrVvlYti4cSM++ugj9OvXD+Hh4Zzfe11rVaGOViKR4OHDh6Aoij4dT1ndlu1XpfaA4i9v2tRKf41VV1v1+VAXtcrKrC2tNDY+aDW992y0fL33uqwn0vzqmpbce9JH6ELL13tfm33EB5uu4XKy4jYOvx3/FSPuvRuIzhOZo/v0TcgXmdNpLe3McG5moFK/bGJgotX3ey89SKo+7jHKd+rscryUlBR6NJ7pS3aAhgsyMzNx+vRpCIVCjBs3TqlGOoNGdmReFmlMsqfmaYJQKKRf0o5ENq3qoJPsSzZNEwTQkt//2VedicHkRVEUbadKI12O9/XXXytcM+lr0aJFrP1KY6YoinG8bMomqx0wYIDKU/1UvZo0aaI0P1UxMNVWvXeqtD179sTFixfRokULxMXFYe/evbh06RL9a4qjo6PK/MLDw7F161bs378f9+7dg5OTE3bt2gUfHx8FrWzdkfUlXYa3Z88elJWVyb0XGxtLDw7n5+fLvbdmzRpcu3YNK1euhJ2dnVx+0ochm/sJVP7Kt379etjY2NDpH3zwAezs7JCcnIzPP/8cPXv2pN9r2rQpxo8fD6ByME/W38SJEyEQCHDo0CG8fv1arv7t2rULwLslxKruXdXrVd29r6rX1K+qtqVu22CjrWqnrA+tmsaVFgC9/LImbdV0tlplsVXVApX7h0kkEk79ymqrlpmNX2VlpiiK/hW3Jq0qvxRF0TMGmN5PZeWoLl5ZPVutsnJQFCWXvy7rSW1qZa8Nm3rCRsvkfsrqmNY/Nn6raqXllvbtTK+lKm3V+sP2HkkkEsb1T1k5JBIJo3skvb4URTHyq+z6yGqr1h9d1RNta6u797JlZltPtNWWNa1/TLSA6ueZOvde9jrK3qODN18qHYByzn6FoYnyPxRv7jxEbgDKs5klLnzTq9p7Ly1H1Tagqp5U9zxT9vysSSstt3QwSJf1RJ3nA4Gf1NnleLJTK2uLvXv3ory8HL169YKTk5NSTfPmzQFAbgqlLNJ0qY5QO+Tl5SElJQVCoRATJ05EWVmZwn5FAPDee+/VQnTMYTOLjy/s3r0bkydPRrdu3bBnzx60a9cOr169wqpVq7BkyRKcP38eFy9ehJGRkYKtdBpyTk4O7ty5g8WLFyMoKAhLlizB999/zyj/8ePHY+nSpXj+/DmGDh2KVatWoXnz5oiOjsZHH30EQ0NDVFRU0A81AEhNTcX8+fMRGBhIn4bBBS4uLgqzvoRCIZycnJCRkYF+/fop2LRq1QpA5ayoqr4CAgIQFRWFkydP4sMPPwQAvHz5EhcvXoSZmRmGDx/OWewE7pBdDsoHdBEP13lw4U8dH2xt2OiZaPlWd3QF38qtq3j41m7UtddWu+Fap0/wscz68qxZeuK+EiUwPWY/DKh3M3YKjUyw2WcI/XcTKxGOfN5T7Xy50pNnDUEX1NlBKD4g3dhX2YbkUjw9PQFAbt26LNL0jh07chwdgQ3S9cWtWrXC5s2bkZubC2trazKKLoOywZZhw4Zh2LBhavt89OgRwsLCYG9vjxMnTtD7Mrm5ueHff//F69evcezYMWzevBkff/yxSj8NGjRAjx49cPLkSfj5+WHBggUIDg5Gly5daozB3Nwcx48fx3vvvYfTp0/L7avRvHlzzJw5EytWrKCXxwHAp59+irKyMvzzzz9ql10Zqo5tle4pp+x96TWT3RNMysSJExEVFYV9+/bRg1C7du2CRCLB8OHDOZuBSSAQCAQCgUAAsovKFdKa5r1F6N3zcmnbvQYhx9QKACAAcOyLHroIj0DgBWQQSk2ePHmCq1evwtTUFKGhoSp13bt3h7W1NR4/foybN28qbF6+f/9+APybYfP2m7cAKqfH5ufnw9LSkvGAjIWx6i+2iZ8mIi8vj5U/KWZGlV/E1R0Yqs5OOgglHQxkkwcTLRt/5eXlSmf9qEqXZfny5XIbATJh7ty58PDwqFG3detWhTQXFxeNBqH27NmD8vJyDBgwgB5MkWX06NE4duwYIiMjqx2EkmJkZIQxY8YgPj4ex44dUxiEUnUfOnTogKSkJOzbtw9xcXGoqKiAp6cnxo0bhyVLlgCoPJlSyvHjx9GgQQNMnz5dzo90zfmLFy/Q63+b0B4/fpzxYE9N9YRt3R81ahRmzJiBCxcuID09HY0bN5Y7FU/TeNTVc63TN5TNwqxNdBEP13lw4U8dH2xt2OiZaPlWd3QF38qtq3j41m7UtddWu+Fap0/wscz6/Kz5JPYAjCTvDkkpMTTGxi7DAQhgZgRsn+oHOwsR5/mqoyfPGoJOoAgURVHUjz/+SAGgli1bxki/aNEiCgA1duzYGrXff/89BYDy9/enCgoK6PRff/2VAkAFBASoHbcUkUhEiUSiGnVisZhKTEykEhMTKbFYrHG++sKHH35IAaAWL17Myi47O5v66quvKGdnZ8rIyIhq1qwZtXDhQvr9Fy9eUGFhYVSjRo0oKysrauDAgVRycjL9flFREWVgYECtXbuWGjVqFGVhYUGNGzdOZXpNBAYGSo/gYPyKiIhgVWamAKixTn788ccUAGrmzJlK3z9y5AgFgOrfvz/jfDdt2kQBoKZNm8YqXlV4e3tTAKjLly/TaWyub3Z2do15PH36lAJABQYGKn1fel+fPn2q8N7mzZspANSPP/6o1HbkyJEUAOqvv/6i7t69SwGg7O3tqYqKCgalr3+QPpJAIBAIBIK6OM85Lvfy+WwbVWJgRFEA/drUeQjlPOc49eGWWCo9v6S2Q9ZbmH4/JuieOrsxORcMHz4c3bp1Q7du3bBhwwYAwNq1a+m06vZL2blzJ4Dql+JJmT9/Prp27YorV67Azc0NY8aMQbdu3TBr1izY2tpi8+bN3BRIC1AUhdLSUsYnTGnbn7r2NdnJzoRimkdmZib8/f1x9epVrF27FklJSdi4cSOaNWsGoHK2XJcuXSAWi3HixAlcuVJ5JOuQIUPotdQJCQkQi8VYsWIFhgwZgoSEBPz8888q02siMjKSPjmC6SsoKIjpZVSL6q6jg4MDANV7vF2/fh1A5YwrpkhPB5TulSQbB9u6c/HiRdy4cQPt2rVD9+7d5Xwpez19+hRA5cmTEokEFEXRx6arC0VRCqd+sEE642nHjh3Yvn07AOD999+v8chatteLqZ5rnb5BURSePHnCm3LrIh6u8+DCnzo+2Nqw0TPR8q3u6Aq+lVtX8fCt3ahrr612w7VOn+BjmfX5WfPxtYMQid8t0SsTGuJf31Cc+aoH5vWwg605u1lF5FlD0Afq9SDUzZs3ERsbi9jYWLx8+RJA5YbD0rSbN28qtbt27RoePnyIRo0aITg4uMZ8TExMEBERgQULFsDMzAyHDx9GSkoKwsLCcPPmTYWNiPlGcXExr/ypa6/KTiwW4969ewDe7eHFJI8ZM2bAzMwMR44cwcCBA9GyZUsEBwfTe+9MmzYNnp6e2LZtG9zc3NC2bVssX74c9+/fp5fMSfcE27JlCyZOnIiWLVvC2dlZZbq+MXToUADApUuXFPZXiomJwerVqwEAI0eOpNOjoqKwd+9ehU0Ry8vLsWbNGmzfvh2mpqYYM2aM3PthYWHo0KEDDh06pBDHrVu3FPzduHED48aNg0BQeRIeG7h+MGsyCDVw4EDY2toiJiaGHmxnMngOsG9rTPVc6/QJiqJw584d3ny400U8XOfBhT91fLC1YaNnouVb3dEVfCu3ruLhW7tR115b7YZrnT7BxzLr67PGpigX42+dkkvb36Ev3lrZwa2xBa/aDFMtH+sPoe5Rr/eESklJUcvO19eXdcMzNTXF4sWLsXjxYrXyJGiPhw8f0l92Fy5cCABKT8fr0aMHPcD09u1b7N27F0eOHIFIpLiGOzU1FWfPnsX58/KbEEp9SjeRvnHjBnx9fREYGCinU5XOZ06cOIGffvpJLq2srAx+fn703wsWLMDgwYPpv729vfHNN99g1apV+PTTT/H333+jbdu2ePXqFa5evQqJRIKPP/4Yffv2pW0eP36MyZMnw87ODp07d4atrS0yMjJw584dvH79GiYmJtiyZYvCiZXPnz/Ho0ePkJubqxD7V199hcTERHTq1Al2dnZISUlBbGwshEIh/v33X3p/p7qIkZERhg8fjg0bNiAzMxNt2rSBt7d3bYdFIBAIBAKBoNdMiTsCs/J3B8dUCIT4p9tIqP/TIoGgH9TrQSgCAXi3FA9Qvvm2FNmNqW/dugWJRCI3wCLLnTt3ACieenjnzh0YGxujTZs2ACoHmwYOHKhgryqdz6SnpyM2NlYujaIoubT09HQFu5UrV8Lf3x//93//h/j4eDx48ACWlpYIDAzE1KlTMW7cODl9YGAg5s2bh4sXL+L27dvIyMiAsbExXFxcMHLkSHzxxResZxdOmDABO3bswK1bt5CTk4NGjRph7Nix+Pbbb9GpUydWvvjImDFj6FlQTDYkJxAIBAKBQCAw52FaPqZtf7e9hFVJAT6IPy6nOdI2EKkNHHQdGoHAO8ggFKFGTExMeOVPXXtVdmPHjsXYsWPpv6V70YhEIpWnc0lPqcvJyYGjo6PC+5aWlgCAwsJC2NrawsTEBBKJBCtXrkRoaCjMzMxQXl6Oe/fuYf78+XK2qtL5zqRJkzBp0iT6bybXUcrw4cOr3YNNlhYtWmDp0qWs44uIiKDjqcrUqVMxdepU1j6r4uLiAolEQs90Y2NX3ezKc+fOqbyOVa+7MgICAiCRSFifNse2rTHVc63TJwQCAdq3b8+bkwF1EQ/XeXDhTx0fbG3Y6Jlo+VZ3dAXfyq2rePjWbtS111a74VqnT/CxzHX9WbMz9hmWHr+HovJ3n+XC4o/BqqyI/lsCAdb6jdY4HvKsIegDAoos6NQLpF/WpEfEq0IikeDBgwcAAHd3dwiF9XpbMLXJy8tD69at4eXlhaVLl8La2hp37tyBRCLBiBEjUFRUhNatWyMgIACLFi1CUVERlixZghs3biA6OhpNmzbFjRs30LlzZ6SkpMjt96QqnUAgaB/SRxIIBAKBQGDKw7R8hG26hte5776DmZcW4fL/fYiGJfl02nGPHvh86BwAgEgIPPh5sIIvArcw/X5M0D3k0zWhWiiKQm5uLqeb+GniT117NnZMtFZWVjh58iTKy8vRq1cveHp6YunSpbC1tQUAmJmZ4dixY3j16hU6d+6M/v37o2HDhoiNjUXTpk0BVG6Mb2NjozDQpCq9rsF13dEUXcVTH9sMGz3XOn1DIpHgzJkzGm1GzyW6iIfrPLjwp44PtjZs9Ey0fKs7uoJv5dZVPHxrN+raa6vdcK3TJ/hY5rr8rNkXl4q0PPlBjvG3TskNQAHAXzKzoOYObsu7NsNUy8f6Q6h7kOV4hBrh+kugpv40+TLOpdbb2xtnz55Fbm4urK2tFaalenl54dKlS/SX6aqaDz/8kN7oXBZV6XURvg0g6Cqe+thm2Oi51ukbfPvFThfxcJ0HF/7U8cHWho2eiZZvdUdX8K3cuoqHb+1GXXtttRuudfoEH8tcV581GcWlkMh8XBGVl+Kja/InMZ917Yqkxi0AAMYGwOTuLSCRSHjXZphq+Vh/CHULMhOKQCAQCAQCgUAgEAgElthZyu81+n7CGTQqypFLW+M/5t37vnV7pQOBwAVkJhSBQCAQCDzCwMCgtkOQQxfxcJ0HF/7U8cHWho2eiZZvdUdX8K3cuoqHb+1GXXtttRuudfoEH8tcF581b0sMkFJSQP9tXFGOT2IPyGkuuXjhdpPW9N/XU7I0joc8awh1HbIxuZ5ANiYnEAgEzSF9JIFAIBAIBGVkFJRid+wzHLz5Ei+yi1Auln9/7K3TWH7mL7m0keN/QVyzdvTfLWzNEPFtL12EW+8hG5PzF/LpmlAtFEWhtLSU002WNfGnrj0bO661XF/DugLfyq2reOpjm2Gj51qnb1AUhefPn/Om3LqIh+s8uPCnjg+2Nmz0TLR8qzu6gm/l1lU8fGs36tprq91wrdMn+Fhmvj1rMgpKsenyE4z59yp6rYpA4MoL6LLkLLouPYdfzz7C0wzFAShDcQU+jdknlxbr1F5uAAoAmtuas45H3XKw1ZNnDUFXkEEoQo0UFxfzyp+69mzsuNZyfQ3rCnwrt67iqY9tho2ea50+QVEUbt68yZsPd7qIh+s8uPCnjg+2Nmz0TLR8qzu6gm/l1lU8fGs36tprq91wrdMn+FhmPj1r4p9lYfAfUVh8/D5in2bhaUYRnmUWI72gDGIF03cJIfcvonlumty7f/qPlfvbWAh82qsVq3jULYc6evKsIegKsicUgUAgEAgEAoFAIBDqNRkFpRi/7ipKxDVrq9Iu7Ync3zebuCPa2VMubVJAS3RtYatJiASCXkBmQhEIBAKBQCAQCAQCoV7z/cE7ag1AAcBPfT7CwMl/4rhHD0ggqDwRTyAAAJgYAHs/6YZ5g9pwGC2BUHchM6EINSLd1I0v/tS1Z2PHtZbra1hX4Fu5dRVPfWwzbPRc6/QJgUAADw8PCP73wbW20UU8XOfBhT91fLC1YaNnouVb3dEVfCu3ruLhW7tR115b7YZrnT7BxzLz5Vlz4cFbtl7l/rrfuCU+HzoHLj0mIKVhUwDAN8Gt8XlvN7XiUZojedYQ9AByOp6eQE7HIxAIBM0hfSSBQCAQCPWTlnNPQMKRL0uREFumdEVnZxuOPBLYQk7H4y/k0zWhWiiKQl5eHqcbX2riT117NnZca7m+hnUFvpVbV/HUxzbDRs+1Tt+QSCQ4d+4cJBKuPgZrhi7i4ToPLvyp44OtDRs9Ey3f6o6u4Fu5dRUP39qNuvbaajdc6/QJPpaZL88aY0PNZvcIATham2BWcGtEfNu72gEovrUZplo+1h9C3YMsxyPUCNedjKb+NPmAVFva+tpR863cuoqnPrYZNnqudfpGYWFhbYcghy7i4ToPLvyp44OtDRs9Ey3f6o6u4Fu5dRUP39qNuvbaajdc6/QJPpaZD8+ayd1b4J+LT6rVyCKEBA3MRGjZyAKDOjZBiGdT2FmIOIuHKzvyrCHwDTIIRSAQCAQCgUAgEAiEes2cgW0YD0I1NDXE2orL6Dp3AYTGxlqOjEDQL8hyPAKBQCAQCAQCgUAg1GvCE98w1no8vAm/JUsgaNsW2LgRKCvTYmQEgn5BNibXE8jG5NwRGxuLbt26AQB+/vlnfPfdd7UcUfUsXLgQixYtwubNmzFp0iQ6PSgoCBcvXsTTp0/h4uLCWX4uLi549uwZKxvSzajHli1bcPr0aSQkJCAtLQ0FBQWws7ODv78/Zs6cCX9/f6V22dnZWL58OY4cOULfq5YtW2L48OGYPXs2rKysWMdSWlqKNWvWYM+ePXj48CEkEgkcHR0REBCAxYsXw9HRkdbevn0b69atQ1xcHJ4/f47MzEyYmJigbdu2GD9+PKZNmwZDQ35OxCV9JIFAIBAI9ZM+v0bgcXoRI+32PfPR49mtdwnduwOXL2snMIJakI3J+Qv5dE2oFoqiUFZWxukmy5r4U9eejd22bdvo/2/fvl1jv1xfw9pm5MiRCAsLk3t5enoCAFq1aiWXPnHiRISFhdVyxJXo6j5UzScoKAgCgQApKSmsff311184cOAATExMEBAQgGHDhqFRo0Y4cOAAAgICsGHDBgWb9PR0dOnSBStWrEB+fj4GDBiA3r17Iy0tDUuXLkXXrl2Rk5PDqhxv375Fly5d8O233+Lly5fo27cvgoODIRKJsGnTJjx9+lROf+nSJfz999948+YN2rZtixEjRqBLly64desWZsyYgX79+qGshl8M9a3dMIWiKLx8+ZI35dZFPFznwYU/dXywtWGjZ6LlW93RFXwrt67i4Vu7UddeW+2Ga50+wccy8+VZ8zKH2WCF18sk+QEoAHj/fc7j4cKOPGsIfIQMQhFqpKiI2S8CuvKnrj0Tu/Lycvz3338QCARwcHDA/fv3cePGDY39cn0NmbBt2zbcv39fboYKF6xatQpbtmyRew0bNgwAEBAQQKdt3rwZf/75JzZv3sxp/pqgq/vAVT5///03MjMzERERgSNHjuC///5DQkICjhw5AgMDA3zxxRfIysqSs1m2bBkeP36M4cOH48mTJzh48CB27tyJJ0+eICAgAElJSVi9ejXjckgkEgwdOhR37tzB999/j9TUVBw8eBAHDx7E7du38fjxY3h4eMiVe9CgQXj8+DFSUlJw7tw57N69G+fOnUNKSgrat2+PyMhIbNy4kVH+9Q2KohAXF8ebD3e6iIfrPLjwp44PtjZs9Ey0fKs7uoJv5dZVPHxrN+raa6vdcK3TJ/hYZr48a5iejScAhQQHN/rvt+YNca3PMM7j4cKOPGsIfIQMQhEIMpw6dQoZGRnw9/fHRx99BKDm2VB8pXnz5vDw8ICRkVFth0JQk65du8LS0lIhPSQkBEFBQSguLkZMTIzce5cuXQIAzJkzByLRuxNaLC0tMWvWLADA9evXGcewZcsWxMTEIDQ0FEuWLFFYRteyZUvY2dkppLVs2VLBl729PebMmQMAiIiIYBwDgUAgEAgEgrZpbW/BSHfDsQ2GfvAbJo5ehGvN2mKd73D8HpWq5egIBP2BDEIRlJOeTr8EGRlyf2v6kvOXm6s6htxceVsdHAcqHXAaPXo0JkyYAADYvXs3xGKxUn2LFi3QsGFDAMCGDRvQsWNHmJqawsHBAZ988onKZU+ZmZn49ttv4ebmBhMTE9jY2GDAgAEIDw9XGdvFixcRFBQECwsL2NraYvjw4UhKSlKpr24ZWEZGBr777ju0b98e5ubmaNCgATp16oTvv/8emZmZKn2y5c2bN1ixYgUCAwPh6OgIY2NjODg4YMSIESoHQlxcXCAQVP4WxeaaPnnyBKNHj4aNjQ0sLCwQEBCAM2fOIDIyEgKBAJMnT1awoSgKW7duRc+ePdGgQQOYmpqiY8eOWLVqFcrLyzWKLSUlBQKBABcvXgRQWVcEAgH90hQDAwMAgHGVE1lkB55UYWNjwzifdevWAQA9gKUpquImEAgEAoFAqE3mDW7L/MuxQICoFt4YPX4FNvkMRfLbAm2GRiDoFWQQiqCcxo2Bxo0hsLeHtZsbBPb2dJomLwV/U6eqjmHqVHn7lSsBMPuSrYya7HJzc3H8+HGIRCKMGjUKbm5u8PX1RVpaGs6ePVut7ezZs/HZZ5/BysoKAwYMAEVRWLduHUJCQkBRlFzeL1++hK+vL1atWoWysjIMGzYMXl5eOHfuHPr37690qdSRI0fQp08fXLx4EZ6enggODsbt27fRtWtXJCcns7oOiYmJ6NSpE5YvX46srCwMGDAAQUFBKC0txc8//4w7d+6w8lcd4eHhmDt3Ll69eoUOHTpg2LBhaNq0KQ4dOoTu3btXO+hW0zWV5dGjR+jatSv27duHxo0bY8iQIRCLxRg0aBAOHDhA62Tvg0QiwZgxYzBp0iQkJCTAx8cH/fv3R3p6Or799lsMGzYMEolErdhEIhEsLCwQFhYGe3t7AEBoaKjcfllsqFp3z58/j4iICNjY2MDX11fuvX79+gEAfvnlF5SWltL2+fn5WLVqFQAwzr+srAxxcXGwtLRE165dcfXqVXz33Xf45JNPsHTpUty9e7faOKuSnZ2N3377DQAwYMCAGvNXt63XZQQCAdzc3DgZqOQCXcTDdR5c+FPHB1sbNnomWr7VHV3Bt3LrKh6+tRt17bXVbrjW6RN8LDNfnjWtGlmgQzM2h7dU+pIIDWAg1G7dV9eOPGsIvIQi6AUikYgSiUQ16sRiMZWYmEglJiZSYrFYtRDQzWvkSNUxjBwpr/3xR/YXhgXr1q2jAFChoaF02p9//kkBoMaPH6/UxtnZmQJANWnShLp58yadnp6eTrm6ulIAqPPnz8vZvPfeexQAauLEiVRZWRmdHhUVRZmZmVEGBgZUQkICnZ6Xl0fZ2dlRAKhdu3bR6eXl5VRYWBgFgAJAbd68WS6fwMBACgD19OlTORsPDw8KADVr1iy5/CmKom7cuEGlpqbWeK2q8uOPP1IAqLCwMLn027dvy5VFyunTpyljY2OqVatWlEQikXtPnWvap08fCgA1Y8YMuXq9bds2+vpUje2XX36hAFD9+vWj3r59S6cXFBRQQ4YMoQBQf/31l8axKbsPbNm0aRMVFhZGjRkzhvLx8aEAUFZWVtTp06cVtPn5+VTPnj0pAFTTpk2p4cOHU0OGDKFsbW2pxo0bUxs3bmScb0xMDAWA8vLyoj777DP6WkpfAoGA+vbbb1XaP3z4kAoLC6MmTpxIBQcHUxYWFhQA6pNPPlG473yBcR9JIBAIBAJBL3jwJo8a9c9lynnOcbVfn++Mr+1iEKrA9PsxQfeQmVCEOgVFUcjLy1NrE7+a7KRL8caPH09rx44dC0NDQxw6dAgFBaqn2S5evBidOnWi/7azs8P06dMBVC6jk/p78uQJjh8/DisrK/z5559y+zUFBARg2rRpEIvFWLt2LZ2+b98+ZGRkoF+/fnhf5uQNQ0NDrF69GhYWzNavA8DBgweRlJSEjh07YsWKFQr7RXl5eaFZs2aM/VUHRVFwdnZGhw4dFN7r378/Ro0ahcePHyvMppHy008/qbym0n2PACA5ORnnz5+HjY0Nli1bBqHwXbc2ceJE9OzZk/5beh8qKiqwcuVKWFpaYteuXWjUqBGtMTc3x/r16yESifDvv/+yjk32fnMBRVGIiIjA1q1bsXfvXsTFxaFhw4bYtGkT+vfvr6C3sLDA6dOnMX78eLx69QqHDh3CsWPHkJmZiW7duqFz586M83358iUA4M6dO/j777/xzTff4OnTp0hPT8f69ethamqKlStX4v/+7/+UtrG0tDRs3boV27dvR3h4OAoKCvDZZ59h/vz5jPLn8jrWFSQSCSIiIlTOwtM1uoiH6zy48KeOD7Y2bPRMtHyrO7qCb+XWVTx8azfq2mur3XCt0yf4WObafNbsjH2GAb9fwrWUHI38z+jjVrOIQTxc25FnDYGPkEEoQp1Dkw9IqkhJScHly5dhY2ODQYMG0dpGjRqhf//+KCoqwqFDh1TaBwcHK6S1bt0aAPD69Wva3+XLlwFUnh7WoEEDBZuJEycCAKKioug0qc3o0aMV9A0bNlSatyrOnTsHAPjoo4/kBmu0hUQiQWlpKY4cOYLvv/8eH3/8MSZNmoRJkybRy/4ePXqk1LamayrlypUrACqvqbm5uYLNqFGj5OIBgJs3byIjIwMBAQEKm2oDlRtou7m54e7duyguLmYdG9cP5j///BMSiQT5+fmIi4tDv379MHLkSHz88ccK2ufPn8PX1xenT5/Gtm3bkJaWhkePHmHLli24fPkyAgICFDYzV4V0X6yKigq8//77WLlyJVxcXGBnZ4epU6dixYoVAIClS5cCUGxjAQEB9KDfkydP8Ouvv2L79u0ICgpSuldZVerrB5y8vLzaDkEOXcTDdR5c+FPHB1sbNnomWr7VHV3Bt3LrKh6+tRt17bXVbrjW6RN8LHNtPGsepuXj+0N3IWHwe9eU60fg9yyhcn0GTeX/x3dtjtb2igfJsI1HW3bkWaMZ8fHxWL58OUaMGAFHR0cIBAKYmJjUaLdt2zb4+vrCwsKC/o4p/d5S3zGsWUKol7x9C+DdbAQrKytO1v4q+Ktuc+INGwCZGUEwM9M4f1Xs2LEDFEVh9OjRMDY2lht4mDBhAk6cOIHt27fTg0RVUTZ7SDpDqaysjE579eoVgMoNrpUhTZfqZP/fvHlzpTaq0pWRmlp5ckerVq0Y22jCvXv3MGHChGoHHPLz85WmV3dNpXsdAe+uj5OTk1I/yq6PNJ5Tp07VWK+zsrLg6OjIODbZ+801FhYW6Ny5M/bu3YuSkhKsX78e/fv3R2hoKK0JCwvD3bt3cfjwYQwdOhQURcHY2BgffPABLC0tERoaipkzZzJ6CMrOspsyZYrC+5MnT8aMGTPw4sULJCcny80ok8XAwAAtWrTAzJkz4eLigtDQUHzxxRc4duyYGleBQCAQCAQCQXNG/sNsQKBp3lt8F7kJRhIx4pt6YI3/GES29AEEQPsmFlg6XHHWP0F/+Omnn3DkyBFWNjNnzsTq1athamqK4OBglJSU4OzZswgPD8e+ffswfPhwLUVbNyCDUATlSL9MUhQoY2PA2hrgYgM6Nv6srZXaa4MdO3YAqNzwuUePHqioqKCPopcOeJw/fx6vX79GkyZNFOzV2VSwunTZ96XLkbjcAFAXmwlSFIUpU6YgJSUF06ZNw7Rp09CyZUtYWFhAIBBg3rx5WLZsmcrlVlxdU2X+pacdurm5wd/fv1q/yjbH5sNmjBMmTMDRo0dx5MgRehAqNTUVkZGREIlEGDJkiILN0KFDIRKJEBMTg5KSkhp/xZEdwHN2dlZ438zMDI0aNcLbt2/x9u1blYNQsgwbNgwWFhY4deoUysrKyCl5BAKBQCAQdE544hvklVQw0n4SewBGksrPjp1fJeH/Di+D//TNaNDYHEdn9NBmmAQe4OfnB09PT3Tp0gVdunSBg4NDtfoLFy5g9erVsLW1xdWrV+HmVrlU8+rVqwgKCsLkyZMRFBREn7BeHyGDUIQasVY2GFSL/tS1V2V37do1PHjwAEDl0jBVy8MkEgl27dql1lH10rybNm0KAHj69KlSnXSGjuxAl9Tm2bNnSm2eP3/OOA7pbCG2J+qpQ1JSEh4+fAgfHx/8888/Cu8/efKEk3yk10rVdZDO/gLe3QfpTKb27dtjy5YtnMQhiy7ajHQZYXp6Op324sULAJX7Wskut5TaGxgYwMzMDKWlpcjJyanxIdq+fXvY2toiMzMTWVlZCu9LJBLk5OQAqJw1xaTcAoEANjY2eP78ObKzs+nTA5XB9XWsCwgEAgwePJgXA52AbuLhOg8u/Knjg60NGz0TLd/qjq7gW7l1FQ/f2o269tpqN1zr9Ak+llmXz5pHbwuwM+YZ9sW/YGTXqCALYxPkT3M+5DMIyz/phd7ujfSmzTDV8rH+aJs5c+aw0v/6668AgPnz59MDUEDlYNa0adPw559/YtOmTWp9p9QXyJ5QhBqpqGD2K4Gu/Klrr8pOuiH5t99+C4qiIJFIUFZWBolEAoqiQFEUwsMrHz7SGVPq5h0QEAAAOHHiBP3lXRap/x493v2qIrXZt2+fgj4nJ4eOjQl9+/YFAGzYsEHrGz5nZ2cDUL50LTs7G2fPnuUkH+lMppMnT6KoqEjh/f3799P/l96HLl26wNraGhEREVpZ1y5b16QzfTSp98psL168CEB+aaV0UCkrK0tuoFNq//jxY2RnZ8Pc3FzpXljK8pXOqIqIiFB4/8qVKygrK4OpqSk8PDwYlfHJkydITU2FlZVVjTFw3ffUFTIyMmo7BDl0EQ/XeXDhTx0fbG3Y6Jlo+VZ3dAXfyq2rePjWbtS111a74VqnT/CxzNqKKfZpJsI2xaLbz+fhseAM+v8ehW0xz1FczmzfyY+uHYJIXE7/TRkZ4f19a9CvrYPetRmmWj7WH75QUlKC8+fPAwBGjhyp8L40rb5vSUEGoQg1UlhYyCt/6tors6uoqMDevXsBQO7kuara3r17o3Hjxrh165bK09yY5N2yZUsMHjwY+fn5+PLLL+mNn4HKKZr//PMPDAwM8Omnn9Lpo0aNgo2NDcLDw/Hff//R6WKxGLNmzar21L6qjBgxAq1bt0ZCQgLmzp2r8CX/1q1b9GwaTXF1dYVQKMSFCxfkZpeVlJRg2rRpSmfWqIObmxt69eqFrKwszJs3T25wbefOnfRgDfDuPohEInzzzTfIyclBaGio0llmt2/fpusGW2Trj3Qmm3S2HVMSExOxfv16FBcXy/mjKAp79uzBihUrIBAIEBYWRr/XokULdOzYEQDwySefIDc3l44nJycHn3zyCYDKJXHS5aYA8PLlS3h4eMDDw0OhHN988w0MDAywcuVK3Lx5k37v7du3+PLLLwFU7hdlbGxMx7lixQqlM90ePHiA8ePHg6IoTJw4EQYGBtVeA677nroARVGIjY3lzamAuoiH6zy48KeOD7Y2bPRMtHyrO7qCb+XWVTx8azfq2mur3XCt0yf4WGZtxfTzyfsYty4GFx9mIC2/FBUs/dsU5WLCrZNyaYLJk4FmzfSuzTDV8rH+8ImkpCSUlpaiUaNGSn+I9/b2BlD5PaM+Q5bjEeo1p06dQnp6Otzd3eHl5aVSZ2BggJEjR2Lt2rXYsWMHli9frnae//77L3r06IFt27bh4sWL8PPzQ3p6OiIjIyEWi/Hrr7/SAwkAYGVlhXXr1mH06NEYM2YM/vzzTzRv3hzXrl1Deno6xo8fj507dzLK29DQEAcOHEC/fv2wYsUK7NixA/7+/qioqMCDBw9w//59REREKO002dK4cWNMnDgRW7duhaenJ3r37g1TU1NERUVBLBZj0qRJnC2F++eff+Dv748//vgDZ86cgZeXF1JSUhATE4NPP/0Ua9euhZGRkZzNvHnzkJiYiN27d8Pd3R3e3t5o3rw5MjIy8OTJEzx9+hRDhw7FmDFjNIotJCQEW7duxbhx4xAcHEwvMduwYUO1dm/fvsXHH3+Mb775Bp06dUKzZs2Qk5ODxMREpKSkQCgU4tdff0WXLl3k7NatW4e+ffvi7NmzcHV1RdeuXVFeXo74+HhkZmbCxcWFPtVOSnl5ucpBsrZt22L16tX44osv4OfnBz8/P1hYWCA6OhrZ2dnw9vbGsmXL5GzWrl2L7777Dp6ennB1dQVFUXj27Bni4+MhkUjg7++vYEMgEAgEAoHAFbFPM7HukmZbP0yJOwKz8neH4cDAAGC5NItQu5SVlaFdu3ZK37t37x7n+Um3B1H1Xcrc3BwNGjRAdnY28vPzYWnJ/lRFfYDMhCLUa6RL8caOHVujVjpTaufOnRodHe/o6Ijr169j1qxZMDQ0xMGDBxEfH48+ffrgzJkzmDlzpoJNaGgozp49ix49euDmzZs4deoU2rZti6tXr8LV1ZVV/u3bt8etW7cwa9YsmJub49ixY7h48SJEIhHmz58vNwCmKb/++itWrVqFFi1a4Pz584iKikLfvn0RFxendKNrdXF3d0dsbCxGjhyJN2/e0CdYHD9+nF6uZ2trK2cjFAqxa9cu7N+/H7169cKjR49w8OBBJCYmwt7eHgsXLsQvv/yicWwjRozA6tWr0axZMxw7dgwbN27Exo0ba7Rr164dFi9eDB8fHyQnJ+PAgQOIiIiAkZERpkyZguvXr+Prr79WsOvatStu3bqFjz76CFZWVjh37hyioqJgb2+PuXPnIj4+np6dxZQZM2bgzJkz6NmzJ27evImzZ8+iSZMmWLRoEaKiohQeoEuXLsXYsWNRWFiIM2fO4MiRI3j+/Dn69euHzZs349ixY3In7xEIBAKBQCBwyTd7EzSytyopQFh8lSVT48cDLVtq5Jeg30hXqJhVc6q7ubm5nLY+IqDIXDq9QHrKVUlJSbU6iURCz3hwd3eX27xYGRRFobi4GKamppxsQKepP3Xt2dhxreX6GtYV+FLu6dOn4//+7/+we/duhISEaD2e+thm2Oi51nEN2z6SayiKwt27d9G+fXte9Be6iIfrPLjwp44PtjZs9Ey0fKs7uoJv5dZVPHxrN+raa6vdcK3TJ/hYZq5jyigohc+Scxr5mBG9G7Muy6w0EAiAxETgf1sX6FubYarlY/1RBdPvx2wRCAQQiURK/e7cuRMTJkxAQEAAoqKilNo7Ojri1atXePXqldJT1+sDZBBKT9DWIBSBUBcoKSnB06dP0aZNG7n0AwcOYOzYsTA3N8eLFy/I7BtCjZA+kkAgEAiEukHs00ysjUjGk/RClIslsDEzgpgCHqRpNsPEvLQIl//vQzQsyX+XOHo0oOZeoYTaoTYGoY4ePYqhQ4fCy8sLN27cUGrfsGFD5OTkIC8vjyzHIxCUQVEU8vPzOd34UhN/6tqzseNay/U1rCvostw5OTlo27Yt2rRpg5CQEISGhqJt27YYOXIkJBIJ1q5dC3Nzc53EUx/bDBs91zp9QyKRICoqSqMlv1yii3i4zoMLf+r4YGvDRs9Ey7e6oyv4Vm5dxcO3dqOuvbbaDdc6fYKPZWYSU0ZBKdacf4h+v0XCe9EZuM47gTH/Vm46nppdjDd5pUh8U6DxABQAhN0+LT8ABQDff8865urgW5thquVj/eETzZs3BwCVBz1JDwtq0KBBvR2AAsjG5AQGiMViXvlT156NHddarq9hXUFX5ba2tsasWbNw9uxZXL58Gfn5+bCxscHQoUPxzTffICAgABRF6Sye+thm2Oi51ukbXJ0cyRW6iIfrPLjwp44PtjZs9Ey0fKs7uoJv5dZVPHxrN+raa6vdcK3TJ/hYZlUxPUzLx/eH7uB6SjYHuVAA5JeQiYSAsZEhjAwEaGJtiq97NEPfzVPkzYYOBZTsmapvbYaplo/1hy+4u7tDJBIhPT0dL168UNigXDo7iss9eOsi9XYmVGFhIbZv344ZM2bA19cXIpEIAoGg2lPPFi5cCIFAUOPr0qVLcnZBQUHV6k+fPq3t4hIIeo2pqSlWrVqFhIQEZGVloby8HGlpaTh8+DACAgJqOzwCgUAgEAgEAkt2xj7DkD+jOBqAUqR/O3tEz+uLO4v648YPwTjxZQ/0jT4OvH0rL6wyC4pAUIWpqSl69+4NANi/f7/C+9K09957T6dx8Y16OxPq0aNH+OCDD1jZdOrUCWFhYUrfe/nyJc6dOwczMzN4e3sr1YSGhirdk8bR0ZFVHAQCgUAgEAgEAoGgb2QUlOLorZc4dPMl7rzM01o+zjZm+Heij3xiaSmwYoV8Wv/+QJcuWouDoH/MnDkTp06dwpIlSzB48GC4ubkBAK5evYp///0XVlZW+PDDD2s5ytql3m5M/vjxYyxbtgy+vr7o0qULDhw4gKVLl2LZsmWYO3cua39z5szBihUrMH78eOzYsUPuvaCgIFy8eBFPnz6Fi4sLRyWQR5un41EURc/a0hRN/alrz8aOay3X17CuwLdy6yqe+thm2Oi51nFNbW9MTlEUysrKYGxszJt2o+14uM6DC3/q+GBrw0bPRMu3uqMr+FZuXcXDt3ajrr222g3XOn2Cj2WWxnTndSF+Op6Iu69yIdbilkPOtqa4+G1vxTfWrwc+/lg+7dIloEcPBam+tRmmWj7WH1VwtTH5iRMn8NNPP9F/x8bGQiAQwNfXl05bsGABBg8eTP/91Vdf4Y8//oCZmRn69euHsrIynD17FhKJBP/99x9CQ0M1iqmuU2+X47Vq1QobNmzAxx9/DC8vLxgaqj8pjKIo7N69GwAwceJErkLkDfVxfxuyJxQ38K3cZE8o7dqRPaG4IT8/v2aRDtFFPFznwYU/dXywtWGjZ6LlW93RFXwrt67i4Vu7UddeW+2Ga50+wccyP3uThVVnHiDhhXYHoPq1aax8AKqiAli2TD4tMFDpAJQUfWszTLV8rD/aJD09HbGxsfQLqPz+L5uWnp4uZ/P7779j8+bNaNOmDc6ePYsrV66gT58+uHjxYr0fgALq8SAUl0RGRiI1NRUODg7o27dvbYfDOYWFhbzyp649GzuutVxfw7oC38qtq3jqY5tho+dap09QFIXo6GjenAqoi3i4zoMLf+r4YGvDRs9Ey7e6oyv4Vm5dxcO3dqOuvbbaDdc6fYKPZaYoCpvDr+P2yxyt+BcAaGFrhhltK/DvxM7KRbt3A0+fyqfNn6/Sp761GaZaPtYfbTNp0iR6hr6q16RJk5TaxcXF0SfinT59muxV+z/q7Z5QXCJdfvf+++/DwMBApW7jxo3IzMyEUChE69atMWzYMPoYRwKBQCAQCAQCgUCojzzPF6C0XPMpUAIATjamcGxgCseGpujawha9PBrDxswIx44dU24kFgNLl8qnde0K9OmjcTwEAkERMgilISUlJThw4ACAmpfiLVmyRO7vb775BgsWLMCCBQsY59euXTul6dK1uRLJu85bupeKbJrs/6Ujt7L6mka+q9OqsleVzkbLJCZt2HCtZeqPzXVgc911rZXCpJ5xUWamWlW2XMcgfZ8rv2yve032qnxUXeNfXTlUXV9N/aqKW9v1RKqv+guXLEKhUK4vldpXjVUTrfTf6rTK+nA22qrPB2VaVc8PTf0q00r/ZeNXWZmVxa5Kq8qvKh/V3U9l5aguBlk9W211z29ZP7qqJ7Wplb02bOoJG600PybaqvWAK79VtdJ/q+un2N57Wb9s71HV8lenVdbuZcuiSlu13NV95q3u+shqq9afqtdHW/VE29rq7j2T/oSNX67aMgQUBAIAGk6woQBIJMCioe3h1tiC0fNMsH8/BP/bD5L28/331d57tn2+LGyf90zagKoYqnueVb1HTLSy+TP1W1vPBwJ/IYNQGnL06FHk5uaiXbt28PLyUqrp2bMnpk6dCn9/fzRp0gSpqanYv38/lixZgh9++AFWVlb48ssvNY5FIpHIjfB7e3vDyckJx48fpxuiqakpnJycIJFIkJubS2+6a2pqCpFIhNzcXNpeIBDAysoKBgYGcukmJiYwMTFBXl6eXANv0KABysrKUFxcrKDNz89X6CDKy8tRVFRE/y0SiWBqaqqgtba2RkVFhdzSnOLiYpiZmaGgoEBu3xgrKyuIxWI5rbGxMUxNTSEQCOTKYWlpCYqiUFBQQKcZGRnBzMxMqRaQXwNtaGgIc3NzCIVCOa2FhQUEAoGcVvpgKS4uRllZGZ1ubm4OAwMD5OW9O/3DwMAAlpaWSrWGhoZyeQmFQlhZWaGkpASlpaV0upmZGYyNjZVqS0tL5TboU3Xvra2tVWqZ3ntjY2OlWjb3XpWW6b2vWk9yc3NhZWUFiUSicO/Nzc1RWFiIiooKOl1VPTE3N0dRURHKy8vpdOm9l+YDVNYTCwsLpVqhUMjo3hsaGoKiKKVaZffeyMhI4X4CYFRPZO+9bDmqqyey9z43N7fGPkLWr6o+wtraWqG+s+kjlN17oPp6UlhYiLKyMojFYuTn56O4uBjl5eW4dOkSrW3WrBk6d+6M69ev482bN3R6r169AAARERF0moODA7p27YqbN2/ixYsXdHrPnj0hEolw9uxZOq1Ro0bw9/fHnTt3AFRuggkA3bt3h6WlJU6fPk1rbWxs0KNHD9y9exdPnjyh07t27Qo7OzvaVlreXr164f79+3j06BGd7uPjA0dHR7lnhrm5Ofr27YuHDx8iKSmJTre1tQUAnDx5kr6WJiYm6N+/P548eYK7d+/S2g4dOqBly5Y4c+YMfa8NDQ0xePBgPHv2DAkJCbS2bdu2cHNzw4ULF+gyCwQChISE4MWLF7hx4watdXd3h4eHByIjI+X61iFDhiAtLQ3Xrl2j01q1agVnZ2dcvnxZrv4MGjQI2dnZuHr1Kp3m4uICT09PXLlyBZmZmXR63759YW9vL3ctnZyc4O3tjWvXriEtLY1O79OnD8RiMSIjI+lyNG3aFF26dEF8fDxevXpFa4OCgmBgYIDz58/TadevX4efnx9u3bqF1NRUOj0gIABmZmYIDw+n02JiYhAQEIDbt28jJSWFTvfz84O1tTWdP1DZ3gIDA5GYmIjk5GRa6+vrC3t7e7l7b2lpid69e+PBgwf0xvyA6s8RwcHBSE5ORmJiIq319PSEi4sLTp06RfehxsbGGDhwIJ4+fUrXbQBo3749WrVqhbNnz9LPGAMDA7z33ntITU3FzZs3aa2Hhwfc3d1x4cIFuXY7dOhQvHr1CnFxcXS53dzc0LZtW1y8eFGuvxw8eDAyMjLovTwAoGXLlujQoQOio6ORlZVFpw8YMAD5+fmIjo6m05ydndGpUyfExMTI7fvRr18/lJaWyvURjo6OcHZ2RlxcnFw94aqPuH37Np49e0anZ2ZmwtraWuM+Qtrmpe+x6SO8vLzQrFkzCAQC2p5NHyF9RqnqI86dO0c/YwQCAZydnfHy5Uu5eqKqj6AoCm/evJHrI1xdXdGuXTtERUUhJyeHLjebPiI4OBhFRUW4fPkynca0jwDAqo+wt7dHt27dGPURtra2KvuIhg0b4uTJk3Ta5cuXERQUxIs+4ub9ZBRVABUS6WcG2R+tZAcTBNWkvUtPyyvCgfgX+MDTiu4jgMr6DkC+j5BIEFJlFlROixZIdXZGB6DGPuLEiROs+gjp5wjZvgtg10c4ODiguLhYrp6o6iP8/PzQrFkzuXavqo/w9fWFk5MTo88Rr1+/RrNmzRj3Ec2bN9fa54iqfYT0c4RYLK52lRKh9qizp+ONHDlSrsIyYdu2bXK72MuycOFCLFq0iPXpeCEhITh27BiWL1+OOXPmsIonPDwc/fv3h7W1NV6/fg1TU1NW9rJId/+X/bKu6hckaQfSunVruZOf+DBzRpezYfRdy9f7Se49v7R8vfe1VU8kEgkePnwIiqLo0/Hq4i/dTLR8n+Gi7mwEPsyG0bZW03vPRsvXe6/LeiLNr65pyb0nfYQutJreo5upOVh2Mgm3UrNRwdGG5IZCAUI8m+LX0Z41x3DkCIQjRsjZS/buhWDUqDp570kf8U4r/W6t6el4BO6psxuTp6Sk0KPxTF+yAzRckJmZidOnT0MoFGLcuHGs7YODg+Hj44Pc3FzExMRwEpNQKKRf0o5ENq3qoJPsS1kaRVH0L481aZWlVU0HKjcbpiiqRq2q92V/Ca1Oy6QcutDWVGZ1rgPb614bWgD07CF1/XJ5fWTrjrave9V8NPFbXdxM/KrT5qQwKYeq66upXzZ9D9f3s6qdsj60ahpXWgD086AmbdV0tlplsVXVAsDVq1fpZRtc+ZXVVi0zG7/KykxRFK5cuaKgV6ZV5ZeiKHo2BNP7qawc1cUrq2erVVYOiqLk8tdlPalNrey1YVNP2GiZ3E9ZHdP6x8ZvVa203NK+nem1VKWtWn/Y3iOJRMK4/ikrh3Q5XE33SHp9KYpi5FfZ9ZHVVq0/uqon2tZWd+9ly8y2nnDdlrOKyrEx6ikSUnM4G4ACAEMDARpZimp+ngkEEP78s7xx27YQjhxZ472XvY7q3KOq9kzvvbQcVduAqhiqe54pe37WpJXGLR0M0kU9UVdL4C91dhAqLi6OHg1l+goKCuI0hr1796K8vByBgYFwcnJSy4ebmxuAyimNfEV2aRIf/Klrz8SusLAQq1evxsCBA+Hg4ABjY2M0bNgQfn5++OGHH/D8+XO1/LKJOSgoCAKBQG4ata7ZsmULBAIBFi5cKJc+adIkCAQCuSnl1cG03NIys3mpc324rsu6ykeXbUb2Q5ClpaXcByOBQKD016TffvsNoaGh8PT0RIMGDSASieDs7IywsDDcu3dPrXhOnTqFIUOGoGHDhjAzM0OHDh2wcuXKam0lEgl+//13dOjQAaampmjUqBFGjRoltxygLlD1mN/aRhfxcJ0HF/7U8cHWho2eiZZvdUdX8K3cuoqHb+1GXXtttRuudfoEX8ocl5KFu69y/7cMj7vFOXYWIoR2bqaQrlDu8HBAZrkeAOD77wEhs6/I+tZmmGr5Un8IdReyJ5QGSE/Fq2lD8urIzs4GULk/DKF2iYmJwYgRI/D69WuYmZmhW7dusLe3R25uLq5fv46YmBisWLECx48fR9++fdXOx8XFBc+ePWO8TKg+MGDAALi4uMilJScnIzo6Gvb29hgwYICCTX1uM5MmTcLWrVsRERHB+eA6ULmmf+TIkfSBB7IoW1v/888/o7CwEO3atYOnpycA4N69e9i2bRv27NmDw4cPY+DAgYzz/+WXXzB37lwIhUJ07doVjRo1QkxMDGbPno1z587hxIkTMDSUf3xRFIUxY8Zg//79aNCgAb0HzIEDB3DixAlERESga9eualwNAoFAIBAI2iC7qBxFZeKahSwwNRRiYjdntLa3rF5IUcBPP8mntWoFjB7NaTwEAkERMgilJk+ePMHVq1dhamqK0NBQtXykp6cjKioKQOXGfoTa4/bt2+jduzeKi4sxe/ZsfPHFF2jatCk9lVMikeDw4cOYPXu23MaA9Q3pnmnNmzfn1K+yfdi2bNmC6OhoeHh4YMuWLZzmR6geOzs7bN68Gbm5ubC2tq5xSvORI0fg7e2N0tJSOf0///yDTz/9FFOnTsXz588ZbQ55/fp1fPfddzAyMsKePXswfPhwCASVBwWEhIQgPDwcv/76q8IefJs3b8b+/fvh5uaGqKgo2NvbAwAOHDiAkSNHYvz48UhKSlIYvCIQCAQCgVA7NDQzgpmxATJrljKmuEKCfXGp8HFpiM7ONqqF5eWAjw8QHw9IZ3nPmweQzwkEgtaps8vxahvpLKihQ4fSJy0oIyYmBhEREQqzXlJSUjB8+HAUFhYiJCQEzZopThnlC9KT4fjiT117VXYURWHChAkoLi7GwoULsXz5cjg4OMhphEIhRowYgfj4ePj4+LCOh+trWFs0adIEHh4eMDMzY6TnW7l1FY++t5mqdO/eHSYmJgr66dOnw9XVFa9evZI7Tac6v//++y8oikJYWBiGDh1Kp1tbW2Pt2rUAgF9//VXuxDtpGgCsWLGCHoACgNDQUISEhODx48c4cuQIo/LUJgKBAP369ePNXga6iIfrPLjwp44PtjZs9Ey0fKs7uoJv5dZVPHxrN+raa6vdcK3TJ/hUZh8XG7Rvag1DoQAAd/Ekpxfi5xP3kVHw7kRghXIbGwO//w6kpACzZwNt2wITJjDOQ9/aDFMtn+oPoe5Srwehhg8fjm7duqFbt27YsGEDAGDt2rV02vDhw1Xa7ty5E0DNS/GSkpLQu3dvODo6IigoCGPHjkVAQADatGmD6OhotGvXDuvXr+euUFqA62VjmvpT116V3ZkzZ3Dnzh00a9YM33//fbVaa2trtG/fnv779evXWLlyJYKCguDo6AhjY2M4ODhgxIgRuH79ulzekZGREAgE9LGpsvvsVF2KJuXw4cPo1q0bzM3NYWNjg/fff1/lTKyioiL89NNPaN++PUxNTWFtbY2ePXtiz549Kq/J7du38d5778Ha2hrW1tbo16+f3NHEValuT6jCwkIsW7YM3t7esLS0hKWlJTp06ICvvvpK7qhYTcnJycGaNWvQv39/ODs7QyQSwdbWFgMGDJA7zlqWoKAgCIVCPH36lNU1ffv2LT766CPY29vDzMwM3t7e2LVrF1JSUiAQCFQuhTt27BgGDBgAW1tbmJiYoHXr1liwYAG9UXvV2KR7XKmKrepJIFu3bgUA9OrVi9E+WVy3GTZ66ewn2WV91fmNj48HUHldquratWsHOzs7pKen0xv/AsDTp0+RmJgIU1NTDB48WMHnyJEjAUDuGGE+U1paWrNIh+giHq7z4MKfOj7Y2rDRM9Hyre7oCr6VW1fx8K3dqGuvrXbDtU6f4EuZ7SxE+LBHC3g6NYAhx99Kb6bmICLprVya0nLb2wO//ALcuVM5MMUCfWszTLV8qT+Euku9HoS6efMmYmNjERsbi5cvXwIAUlNT6bSbN28qtbt27RoePnyIRo0aITg4uNo8unbtiunTp6NJkyZITEzEgQMHcPfuXXTq1Am//vorrl+/jsaNG3NeNk1JT3/3SkkplPtb05esv9xc1THk5srbSQ/FU/ZFngmq7E6cOAEAGDVqFL1Uh2keR44cwXfffYdXr16hQ4cOGDZsGJo2bYpDhw6he/fuCA8Pp/05ODggLCwM5ubmAICwsDD6Jf2SLMvatWsRGhoKiqIwYMAAWFhYYM+ePfSyQVny8/PRs2dP/PDDD3j79i3ee+89dO/eHdeuXcP777+Pr776SsF/bGws/Pz8cOLECbRs2RKDBg3CmzdvEBgYKPcFnwmvX7+Gr68v5s2bh2fPnqF3794YMGAADAwMsGbNGkRERLDyVx0xMTH44osvcP/+fbi5uWH48OFwd3dHeHg4+vfvj02bNqm0/fPPPzFy5EhG1zQjIwP+/v7YsGEDRCIRQkJCYG1tjYkTJ2L16tUq85g1axaGDx+OS5cuoX379hg8eDDKysqwZMkSBAUFyZ3uKIuq+92nTx+5DSDDwsLQqlUrAED//v3l6pGqfbLYtpnCwkIsXboUU6dOxddff41t27Yx8lFVs23bNjx48ACtW7dGy5YtGcUjvT4NGzZUqrOxqZxan5CQQKdJ/9++fXsYGRkp2EiXO8va8BWKonDp0iXe7Bmni3i4zoMLf+r4YGvDRs9Ey7e6oyv4Vm5dxcO3dqOuvbbaDdc6fYJvZe7sbIO1470Q4iSGu73F/2ZFaY6EAhJS333RqLHcDDcjZ+xPS/bkWUPQB+r1old1Tx/z9fVl3PDatGlDLyGpS7wbFxMAsObQs7y/kSOBffuUK6dOBfbvf/f3jz9WvrhGOtiozr5c3bt3R1RUFLp37y43LfXMmTMICQnBp59+iocPHwIAvbdRZGQkCgsLa9znaO3atTh79ix69+4NoHKmU79+/XDlyhXs3r0bU6ZMobXz5s1DfHw8+vbti0OHDtGDEUlJSQgMDMQff/yB4OBgDBo0CEDlHleTJk1CUVERvc+TlAULFmDJkiWsrsPEiRORmJiI999/H+vXr4e5uTkoikJubi7evn0LiYS7c3fd3d0RHR0Nf39/ufSbN2+id+/e+PrrrzF69GilAzKbNm1CeHg4+vTpA6D6azp37lw8fvwYw4cPx+7duyESiQAA58+fp69jVf777z+sXr0aHTt2xOHDh9GiRQsAQHl5OT7//HOsW7cOCxcuxMqVKxVsq7vfBw4cwGeffQagcq+sSZMm4fHjx5g7d65WNibPyMjAggUL5NJmzpyJrVu3Kp1pJOXPP//EkydPUFhYiPv37+PevXto2rQpdu3aJXckcXU0atQIjx49wrNnzxTusUQiQWpqKgD5/lt6aqWqZc3SdGWnWxIIBAKBQKhdsgrL8KIQKBKLweUpedz6IhAIXFGvZ0IRCACQmVm5HWKjRo1Y23bo0EFueZ6U/v37Y9SoUXj8+DHu3r2rVlxff/01PSABAGZmZpg1axYA4NKlS3R6YWEhNm7cCKFQiLVr18oNvnh4eGD+/PkAKgcIpERGRiIpKQmtW7dW2OD5xx9/ZLXx+LVr13D+/Hk4ODjQA1CyuLm5wcPDg7G/mmjRooXC4AQAeHl54bPPPkNeXp7KmVfTp09ndE0LCgqwc+dOGBoa4o8//qAHoACgT58+GDt2rFL/P//8MwBgw4YNckssjYyM8Mcff8DBwQEbNmxQOihX3f1mOzNNEz744AOcPn0aL168wIsXL3Djxg1MnDgRmZmZGDFiBK5du6bS9sKFC9i6dSv279+Pe/fuwcnJCbt27ULnzp0Z5x8YGAigchZVVfbu3UvPWMvPz6fTpTOmVO1VJq2T6s6iJBAIBAKBwD0ZBaWYuuUaBv5xGdcyhEjNLkYFd79boqNTA+6cEQgEziCDUIQ6h7LlNprYKZvVxiYPiUSCI0eO4Pvvv8fHH3+MSZMmYdKkSbhz5w4A4NGjR2rFrGypZ+vWrQFULn+TEh8fj+LiYvj6+sLNzU3BRrpvWXR0NF3Wy5cvA6hcglh1Y0FDQ0OlywNVce7cOQDA+PHjFQag1L1XNSEWixEeHo6FCxdi2rRp9DWXDj49evRIqV2/fv0U0pRd0xs3bqCkpATdunWDk5OTgs2oUaMU0t6+fYuEhAS0adMGbdu2VXjfxMQEPj4+yMnJURpfdff77du3Cu+xgc192Lp1K/r374+mTZuiQYMG6NSpE7Zt24bvvvsOZWVl9KCmMk6cOAGJRILs7GxcunQJ7u7uCAoKwtKlSxnH89lnn8Ha2hoxMTH4/PPPkZycjJycHOzduxefffYZvWRWdmaVtF7ryyaZfDuoQhfxcJ0HF/7U8cHWho2eiZZvdUdX8K3cuoqHb+1GXXtttRuudfpEbZY5o6AUv5xKRKdFZ+Cz5BzOJaX/b74St89wC2MD9PaQ3/LEtawMWLoUyMnhJA99azNMtfWxzRC4pV4vxyPUPQQCgcJAh6Z2dnZ2ePDgAb3vDps87t69i5CQkGqXdhYUFKgVs7IOXjrLSXZDwFevXgGAys3NGzRoAGtra+Tm5iIvLw/W1ta0jaoZT2xmQkmXR0n3KZKi7r2qiRcvXuC9996rdn8f2Vkysri5uSkMVFR3TZUNQAHKr4908/X79++r3JtJSkZGBtzd3eXSqrvfFRUVGp2+Ir0Py5cvR1JSktz7Hh4ecssxldkBwJw5c7BixQpERkairKxMbqPxqvoGDRqgR48eOHnyJPz8/LBgwQIEBwejS5cuNdYLR0dHHDp0CCNHjsTOnTvpQyAAoGPHjujWrRvWrVuHhg0b0unS0/ZU7bclTa/pvvABoVDIauaYttFFPFznwYU/dXywtWGjZ6LlW93RFXwrt67i4Vu7UddeW+2Ga50+UZtlPn8/DV/uuYmCUnHNYg35aXh72Fm8m8kuFArR7sgRYOdOYNUqYMYM4KuvADs7tfzrW5thqq2PbYbAPWQmFEEpb99WvtLSKDx5UoC0NIpO0+RV1d//DiVUyoYN8rbffls546GgoECtTfxU2XXq1AlA5eyXmrRVfY4ePRopKSn45JNPcOvWLeTl5UEikYCiKHz33XcAKmdKqROzOke2MtVoY+ZIVV/q3quamDp1KhISEjBixAjExsYiJycHYrEYFEXh33//pfNWRlFREat4VF0fZT7E4soPVE2aNMG4cePkNgyv+rK1tWWcl9S3JhtfSu/D6dOnsXXrVrnX6dOna7QDKk+GbNy4McrLy5GRkVGjHqic8TRmzBhQFEWfTMekXvTq1QvJycn4448/MH36dHz++efYvn07rl27hpz//XrZrl07Wi8dFFR1yqE0nc3gam0hkUgQGxvL6T5qmqCLeLjOgwt/6vhga8NGz0TLt7qjK/hWbl3Fw7d2o669ttoN1zp9orbKfOF+GqZtjdP6AJQAwHeDPDDcS/7HPcnDh6B27678Iy+vckbUmjVq56NvbYaptj62GQL3kJlQBKVIt0eiKMDYuALW1gAX4xVs/Fkr2Q+doipnhaiDKrvBgwfj77//xr59+7BixQoYGBgwyiMpKQlJSUnw8vLCP//8ozCI8OTJkxrz5oKmTZsCqDymXhm5ubnIzc2Fubk5PWNEaiOdvVMVNhs4S2cLJScnK7zHdbkLCwtx9uxZ2Nvb47///oOBgYHc+7LXXBnSgaKaaNKkCQDV10E6+0sW6UwmBwcH/P3337C2tuZskE/TgTzpfYiMjFTLDqj80JGXlwdA9YwiZffb7n+/MMqe8MekXjRo0AAffPCB3HWsqKjAxYsXIRQK0bNnT1rr6ekJoHJmYnl5ucJyP+kAc8eOHWvMlw+8efOmtkOQQxfxcJ0HF/7U8cHWho2eiZZvdUdX8K3cuoqHb+1GXXtttRuudfqErsucUVCKn0/eR3m1KgqaLMkzNRKiZ+tGmBXsjtb2lgrvC5Yvh0B24MTcHPjiC7XzA/SvzTDV1sc2Q+AWMhOKUO8ZMGAA2rVrhxcvXijsXVOVvLw83Lt3DwCQnZ0N4N2AjizZ2dk4e/asUh/SZUxcDdB07twZpqamuHbtmtK9hnbs2AEACAgIoL/MBwQEAAAOHDigMMBRUVGBAwcOMM6/b9++AICdO3eiqKhIrTIwJTc3FxKJBE2aNFEYgKqoqMChQ4c4ycfb2xsikQgxMTFKZ9fslz228X80a9YM7u7uuH37tsrBPa7gug4x4fTp0ygsLISrqyusrKwY2128eBGA4nJNddi5cyfS0tIwYMAAuaWSLVq0QJs2bVBcXIwTJ04o2Env13vvvadxDAQCgUAgENgRl5KFlCxuPiMaCQFnWzN0dm6IkZ0dsXJkR8TN74v7Pw3EvxN9lA5AAQD1+ed46e8PSvoD4aefAkpmphMIBO1DBqEI9R6BQIAdO3bAxMQECxcuxHfffaewtwxFUTh69Ch8fHxw/fp1AICrqyuEQiEuXbokN/hTUlKCadOmISsrS2l+0kGrBw8ecBK/ubk5pkyZAolEgs8++0wu9ocPH2LJkiUAgBkzZtDpvXr1QuvWrZGUlIRVq1bJ+VuyZAmrQRRfX1/06tULb968wSeffKIwEJWcnKywD5G6NG7cGNbW1rh79y6io6PpdLFYjNmzZ+Phw4ec5GNpaYlx48ahoqICX3/9NcrKyuj3IiMjsVs6nbsK8+fPh1gsxgcffKD0VMTHjx9j06ZNGsfHdR2Ssn//fqXX8OLFi/joo48AAJ9++qnce1FRUdi7d6/CgFh5eTnWrFmD7du3w9TUFGPGjJF7/6+//oKHhwe9bFWW+Ph4hcHRs2fPYsaMGTAxMcFvv/2mYDNz5kwAwOzZs+U2cj948CCOHj2KFi1aYNiwYdWUnkAgEAgEgjbILiqHRKL+rG4DAeDayBzrPuiMRz8PxsVve+HAdH+sGtUJo3yc5PZ+UkmnToibPRvUnTvApEnA/04gJhAIuocsxyPUiHQJF1/8qWtfnV2nTp1w7tw5hIaG4pdffsGaNWvg5+cHe3t75ObmIi4uDmlpaTAxMaFnYDRu3BhTpkzBhg0b0KlTJ/Tu3RumpqaIioqCWCzGpEmTsGXLFoW8Q0JCcPHiRfTp0we9evWCubk57OzssHz5crXKBQDLli1DTEwMzp49i5YtWyIwMBCFhYW4cOECSkpK8MUXX2Dw4MG0XigUYsuWLejTpw9mz56N3bt3w8PDA3fv3kVSUhKmTp2KDdVt2FWF7du3o3fv3tixYwdOnTqFgIAAGBkZITk5GQkJCdi0aRM8PDzULp8UQ0NDzJ49G99//z0CAwPRu3dv2NjYIDY2Fmlpafjss8/w999/q7Rns1H68uXLERkZif379+PatWvw9/fH27dvERkZiU8//RR//fWXwubcEyZMwO3bt7Fy5Up4eXnBy8sLLVq0QF5eHp49e4akpCR4enpiypQprMpdddbXkCFDsHjxYsyaNQtnz56ll7z98ssvSvebYtpmjh8/jlGjRsHNzQ0tWrSAlZUVkpOTcevWLQDA2LFj8eWXX8rZPH78GJMnT4adnR28vb1hZ2eHjIwM3LlzB69fv4aJiQm2bNkiN3PJ0tISGRkZePDggdyphFJCQ0MhFovRvn17NGjQAA8ePMDNmzdhamqK/fv3K2zqDgBTpkzByZMncejQIXh4eKBPnz7IyMjAxYsXYWJigh07dmjttEYuEQgE6NWrF29O+tNFPFznwYU/dXywtWGjZ6LlW93RFXwrt67i4Vu7UddeW+2Ga50+URtlbmhmBCMDAUorqhuIqnJasxDwbWGLL/u6oWsLzWcs0eW2tAQ2b+bOn560Gaba+thmCNxDZkIRCP+je/fuSE5OxsqVK+Hj44Pbt2/jv//+Q3R0NFxcXPDjjz/i0aNH6NOnD23zzz//YOXKlWjRogXOnz+PqKgo9O3bF3FxcXB2dlaazxdffIH58+fDwsICBw4cwMaNG7Fnzx6NYre0tMTFixexaNEi2NnZ4ejRo4iKioKPjw927dqFP/74Q8HGz88PV65cwcCBA5GcnIzjx4+jUaNGiIiIQPfu3Vnl7+joiOvXr2PhwoVo0qQJwsPDcebMGZSVleHLL79E7969NSqfLPPmzcPWrVvRsWNHREdH49y5c/D09ERMTAx8fHw4y6dx48a4evUqpkyZguLiYhw+fBiZmZnYvHkzxo4dCwBKB3x++eUXhIeHIyQkBC9evMDhw4dx8+ZNmJmZ4dtvv+VkJlTnzp2xY8cOtGvXDuHh4di4cSM2btyo8lRApowZMwbjx4+HgYEBrl27hsOHD+PVq1cYOHAg9u3bh927d0MolH9sBAYGYt68eXB3d8edO3ewb98+REdHw8bGBjNmzMCdO3cwevRoVnFMmzYNjo6OuHbtGg4ePIisrCx8/PHHuHv3rtxgqixCoRD79u3Dr7/+iqZNm+L48eO4c+cOhg8fjri4OPj7+6t9XQgEAoFAIKiPj4sNGpoxmK0kCwU0a2iCVo34f7ItgUBgh4Di+ugqQq1gYmICoHIpWHVIJBJ6CY+7u7vCF8qqUBSF3NxczjZZ1tSfuvZs7LjWcn0N6wp8KzeX8fzyyy+YO3culi9fjjlz5mgtHy786aLNsNFzreMatn2kNvI/duwYhgwZovO8ayservPgwp86PtjasNEz0fKt7ugKvpVbV/Hwrd2oa6+tdsO1Tp+orTK7fn8SFeLqvnaq3pjcQAA0thJhVrA7RnZ2UqqpCdJm6t+zhun3Y4Lu4XfNIRAIhFpEeqqaLJcuXcLPP/8MQ0ND1jN8CAQCgUAgEOoj4moHoGqwpYDXuaX4Zt9tTNgQy2FUBAKhNiB7QhEIBIIK/P390bRpU7Rp0wbm5uZITk7GzZs3AVTuGdWiRYtajpBAIBAIBAKBf2QUlCIuJQupWcVIzSoEV0tvLidnYH98as0zonJygD59Kk/BmzgRMCRfewkEvkBaI6FGDDnutDX1p649GzuutVxfw7oC38rNNp7vvvsOJ06cQGxsLHJzc2FlZYXg4GB8/vnnGDJkCGf51ERdaDNs9Fzr9A0HB4faDkEOXcTDdR5c+FPHB1sbNnomWr7VHV3Bt3LrKh6+tRt17bXVbrjW6RPqlPlhWj52XE1BUloBhKDgZGMOxwamyCosRWGZGAAgEApASShkFpTiRU4JisvF/8/eeYe5UV2N+50ZdW0vXtd17w1ccWi26RiDCS0U8/uAECAhIRiSEEIJJJQkBPgCgeQjEJIAppeAKQZsA6YYd+Pet7hsL1r1Kb8/tJJXWyXtrFa7O+/z7GPr6txzz525Zebo3nOpcQcIyEoMJcS+9f7JFXs7dkI98QRs2AA//CHcfz/86lf0nz495jJiobf1mVhl+2KfMdAXIyZUL6GrYkIZGBgY9CWMMdLAwMDAwCCaRz/exd8/249fVqPSRQEkUUDTQrEcNQAtFN2pK18wsx1mNt5zZtsCLhcMGwbV1cfSLr0UXnmlC60ySDWMmFCpi/F0bdAumqbhdrvRy1fZWX2J5o8nn96yel/DnkKq1TtZ9vTFPhOPvN5yvQ1VVVm/fj2qqnYsnASSYY/eZeihLxEd8eaJRz4W2VRrO8ki1eqdLHtSrd8kmr+r+o3ecr2JeOv86Me7+Mune1s4oABUDYKKhqxqKFros0rXOqAAMu3m9gWefjraAQWov/610Wd0kO2LfcZAfwwnlEGHBIPBlNKXaP548uktq/c17CmkWr2TZU9f7DPxyOst19soLS3tbhOiSIY9epehh75EdMSbJx75WGRTre0ki1Srd7LsSbV+k2j+ruo3esv1JmKt8+4yF//4Yn8XWxMmdtfVzfNHtf2lxwN//nN02gUXwJQpRp/RSbYv9hkDfTGcUH2MpkedGx5sAwMDg2iajotNx0sDAwMDA4O+xhvrS/AEUut9Ydbw7PbjQf3jH1BeHp12111da5SBgUFcGE6oPoYgCFgsFgDcbnc3W2NgYGCQWoTHRYvFYjihDAwMDAz6NOWuQHebEMEqwc1zR/DqDd9rW8jvhz/+MTrtrLNgxoyuNc7AwCAujMDkvYR4Aq+Vl5dTVVWFJEkUFBTgdDrbDL6raRqKoiBJki4vZJ3Vl2j+ePLpLav3NewppFq9k2VPX+wz8cjrLacXqqridrspKytDURRyc3Pp169fl5fbHE3TqK2tJSsrK2X6TVfbo3cZeuhLREe8eeKRj0U21dpOski1eifLnlTrN4nm76p+o7dcbyKeOj/0/nb+/vmBLrfJbhaZNDCNYXnpeIMKla4gsqpglkQGZduZPTyXeeP6kZdmbV/R//0f3HBDdNoXX8BJJxl9pg/ONUZg8tSlb55/3cfJzc3F7Xbj8/k4fPhwh/Kapuk6yHRWX6L548mnt6ze17CnkGr1TpY9fbHPxCOvt5ze2Gw2cnNzk15uGKu1g4fsJJMMe/QuQw99ieiIN0888rHIplrbSRapVu9k2ZNq/SbR/F3Vb/SW603EWueLpg/hP98U6bYlb1S+A4tJpLIhiKZpZDstLJw6kB/MHIJTUrHb7YnP+8EgPPxwdNrcuXDSSZGPRp/RR7Yv9hkDfTG24/VBJEmisLCQ3NzcyNa8ttA0jbq6Ol1P+uqMvkTzx5NPb1m9r2FPIdXqnSx7+mKfiUdebzk9sVgs5ObmUlhYiCRJSSu3KZqm8fHHH6dUv+lqe/QuQw99ieiIN0888rHIplrbSRapVu9k2ZNq/SbR/F3Vb/SW603EU+cxBen88OQRupW9t8LDBccP5tvfnM7au85g+a2n8tP5o8l1Wjp/H156CQ40W7X1m99E/mv0GWOuMUgdjJVQfRRJkujXrx/9+vVD07Q2BxJVVVm2bBkzZ85sc8tePHRWX6L548mnt6ze17CnkGr1TpY9fbHPxCOvt5xeCIKQUqv2DAwMDAwMUoElZ4wF4O+f7cMvd97x8NSKvcwb248xBemd1hVBUeDBB6PTZs+G007TrwwDAwPdMJxQBjG9fImiqOuLYGf1JZo/nnx6y+p9DXsKqVbvZNnTF/tMPPJ6yxkYGBgYGBh0DUvOGMt5UwbywjdFvLPpEHVeOWFd9X6ZN9aX8utzx+tn4BtvwO7d0Wl33w3Gj0sGBh3S0NBARUUFdXV1ZGZmkp+fT1paWpeWaTihDDokPz8/pfQlmj+efHrL6n0NewqpVu9k2dMX+0w88nrL9TZSrd7JsCfV+kyiOrqqz8Qqm2ptJ1mkWr2NuaZr8xlzTedJpM5jCtK5/4JJ3H/BJJZvP8rPXtqIT44/VpSmQYXLr4tNAKgq/P730WnHHQfnnqtfGW3Q2/pMrLJ9sc/0JmRZ5q233mLZsmV88cUXHDx4sIXM8OHDOfnkk1mwYAGLFi3CZNLXbWScjtdLMKL/GxgYGBgYGBgYGBh0Ja+vL+GO17aQ6FooUYDrTx6h30qod96BRYui015/HS66SB/9Bj0W4/04mtraWv7whz/w3HPPUVlZiaZpiKLIgAEDyMnJISMjg7q6Ompqajh8+HDkgKC8vDyuu+46fvGLX5Cdna2LLcYeB4N2UVWVTZs2oar6nIrRWX2J5o8nn96yel/DnkKq1TtZ9vTFPhOPvN5yvY1Uq3cy7Em1PpOojq7qM7HKplrbSRapVm9jrjHmmlSnM3W+9O9fcXsnHFAAeWlWLpo+WB+bNK3lKqjx4+HCC1uIGn3GmGv6Mn/+858ZOXIkf/jDH8jMzOSuu+7i008/pba2lpKSEjZv3swXX3zBli1bKCkpoba2lk8++YQ777yTjIwMHn74YUaNGsWf//xnXewxnFAGHVJUVJRS+hLNH08+vWX1voY9hVSrd7Ls6Yt9Jh55veV6G6lW72TYk2p9JlEdXdVnYpVNtbaTLFKt3sZc07X5jLmm8yRS5zve2My3B2o6Va7NJHLL6aNbDUqe0H34+GNYty467c47oY1Ykkaf0Ue2r/WZuXPnRmIot/b34YcfdreJHfKLX/yCk08+ma+//prdu3dz3333MW/evDZjP6WnpzN//nx+97vfsWfPHr788ktOOukkfvnLX+pijxETysDAwMDAwMDAwMDAoI9S2eBnxc4y1uyvptzlJ8Nmwm414fXLVDYEKKps4Kgr0Kkyhubaeebqmfqdiqdp8LvfRaeNHAk/+IE++g0MmnHRRRe16rQZNGhQN1gTHxs2bOC4445LOP+cOXN455132LRpky72GE4oAwMDAwMDAwMDAwODbqK0FF55JfT3zjswYID+ZYQdTat2lrN2j8jvNn+CioaqavhkDVlVCUcKVjXQI2iwJArMHp7DLaePZvbwXB00NuHzz2H16ui0X/8adA6gbGAQ5pFHHmHYsGHdbUZCdMYB1RV6jMDkvYSuCrymaRpVVVXk5uYi6HDMaWf1JZo/nnx6y+p9DXsKqVbvZNnTF/tMPPJ6y/U2Uq3eybAn1fpMojq6qs/EKptqbSdZpFq9jbnGmGviQdPg/PNh2TIiDqDHH4dbbtFH/+4yF898vo9PdpRT4wnqozRGbj9zDDfPHx2TbEL34fTT4dNPj30uLIQ9e8Bi0a8MvW3WIb8x18SOXu/Hc+fO5bPPPuPAgQM91gl19913c9VVVzF27NjuNgUwVkIZxEB6uk7LZnXSl2j+ePLpLav3NewppFq9k2VPX+wz8cjrLdfbSLV6J8OeVOszieroqj4Tq2yqtZ1kkWr1Nuaars3Xm+YaQYDs7GMOKICXXorPCRVe4fTZrgp2l7nwBBSCioZfVnD5ZNRuWG7wwIWTuHL20LjyxHUfvv462gEF8MtftumASqiMGOhtfSZW2VQbcw065oEHHuDBBx9kxowZLF68mMsuu4z8/Pxus8cITG7QLpqm8eGHH6LXgrnO6ks0fzz59JbV+xr2FFKt3smypy/2mXjk9ZbrbaRavZNhT6r1mUR1dFWfiVU21dpOski1ehtzjTHXxMvll0d//vZb2L+/pdzuMhd3v7OVcx7/nKm//YgJd3/AhHs+ZN6fVnL329tY9t1R9pS7OVTro9zlp87bngOqa+prEuD/rp4etwMq7vvwwAPRn/v3h+uu07eMDuhtfSZW2VToM93Fs88+y49//GNuvvlm/vKXv1BcXNzdJsXM//zP/5CRkcHatWu55ZZbGDRoEAsXLuSVV17RfSdVLBgroQwMDAwMDAwMDAwMDLqB00+HvDyorDyW9vLLoUPewry4poinVuzlaL0PJUXf/Z1WkTvPncCZE/p3bUEbN4b2Lzbl9tuhceuVgUFTAoEAEydObPW7bdu2xaXr97//fdTn22+/nbvvvpu77747YfuSxXPPPcfTTz/Nu+++ywsvvMCHH37IsmXLeP/990lLS+Oiiy7iqquuYv78+Umxx1gJZWBgYGBgYGBgYGBg0A2YzXDxxdFpS5ce+//uMhePf7KbQ3Wp6YASBTh/6gDe+vFJca+ASojmq6Byc+HGG7u+XIM+yymnnMJ//vMf9u3bh8fjYdeuXTzwwAOYTCbuuece/vd//7e7TYwJq9XKxRdfzNtvv82RI0d4+umn+d73vkdDQwPPP/88Z5xxBkOGDOGOO+7gu+++61JbjJVQBh2Sk5OTUvoSzR9PPr1l9b6GPYVUq3ey7OmLfSYeeb3lehupVu9k2JNqfSZRHV3VZ2KVTbW2kyxSrd7GXNO1+XrjXHP55fC3vx37vHVr6G/SJLjphfVUuAI6l9j5gNIWSeBnp42OOfh4R8R0H7ZtgzfeiE5bsgScTv3KiIPe1mdilU2FPhMrFosl7hVPzbn//vujPo8ZM4Y777yTGTNmcNZZZ3Hvvffyox/9CLvd3qlykkl2djY33HADN9xwA8XFxbzwwgu8+OKL7Nixgz/+8Y/86U9/YvLkySxevJjLL7+cgQMH6lq+cTpeL6GrTsczMDAwMDAwMDAwMOg6VBWGDoXS0mNpd94Jp155lB/9e33S7BCAdJuJyQMzGZhjxxuQqXQF8QaDeIMq6TYTEwdmctUJQxlT0A3BqT0eeOYZ+OMf4fBhyMqCoiLIyEi+LQYpTzLej2fOnMm6detYsWIF8+bN67JyksWmTZt44YUXePnllzl8+DCCICBJEoGAvo5wYzueQbtomsZ3332naxC/zuhLNH88+fSW1fsa9hRSrd7Jsqcv9pl45PWW622kWr2TYU+q9ZlEdXRVn4lVNtXaTrJItXobc40x1ySCKMJll0WnLV0KT3y6p8vKDDmcRPLTLAzNcTBnRA53L5zAitvn8uKPTuBPF0/lySum8/INJ/DOzSez/NZTeeOmE7n/gkm6O6Bivg8OR+jowP37Q0vHfv/7mB1QRp8x5pquYPTo0ErAI0eOdLMl+nDcccdx9913c9ddd5Gbm4umaSiKons5fdYJ5Xa7+c9//sNPf/pTZs2ahdVqRRAEHn744Q7zLl26lFNPPZWsrCzMZjMDBw7k0ksvZf36tn+p8Pl83HvvvYwZMwabzcbAgQO59tprKW36k0cKomka+/fv13XA7oy+RPPHk09vWb2vYU8h1eqdLHv6Yp+JR15vud5GqtU7GfakWp9JVEdX9ZlYZVOt7SSLVKu3MdcYc02iND8l78ABKNmp//YekwinDVBYc+d8vvvtOay96ww+++U8lv5oDteeOJy8NKvuZXZE3PfBaoUbboCf/KTryuhifanWZ2KVTaU+kwrU1NQAkJaW1s2WdI5AIMCbb77J97//ffr3789PfvITqqqqyMnJ4YYbbtC9vD4bE2rPnj1cffXVcef72c9+xhNPPIHZbOaUU04hNzeX7du389prr/HWW2/x1ltvcd5550Xl8fl8nHbaaXz11VcMGDCACy64gIMHD/LPf/6T9957j6+//pqRI0fqVTUDAwMDAwMDAwMDgx7EtGkwejTsabL4qX77AJhdpms5AzLtnD/M1S3OJgOD3kRFRQVffPEFANOmTetmaxJj1apVvPjii7zxxhvU1dWhaRoWi4VFixaxePFiFixYgNls1r3cPrsSKj09neuuu46///3vbNiwgd/85jcd5tm8eTNPPPEE2dnZfPfdd3zyySe88sorfPfddzz66KPIsszNN9/cIt+DDz7IV199xZw5c9i9ezevvPIKa9as4c9//jMVFRVce+21XVFFAwMDAwMDAwMDA4MegCC0XA1Vt7U/qPqWU9XgZ9VhgcoGv76KDQx6Id988w0rV65ssfLr4MGDXHjhhbjdbs4//3wGDx7cTRbGz3fffcevfvUrCgsLOe2003j22Wepra1lzpw5PP300xw9epQ33niDRYsWdYkDCozA5BF++9vfct999/HQQw9xxx13tCrz5JNP8tOf/pQbb7yRp59+usX32dnZ1NbWUlZWRr9+/QAIBoP069eP2tpaNmzYwPHHHx+VZ+rUqWzZsoV169Yxffr0hO3vqsBrmqZRVlZGQUEBgtD5kzQ6qy/R/PHk01tW72vYU0i1eifLnr7YZ+KR11uut5Fq9U6GPanWZxLV0VV9JlbZVGs7ySLV6m3MNcZc0xl27oTx46PTjr9hI9VZh3UvyyLBrWeM5aa5o3TXHS99ca5JtT4Tq2yq9Zn20OP9+Pnnn+eaa65hwIABjBkzhv79+1NaWsr69evx+XxMnDiRFStWRN79U5XS0lJeeuklXnjhhchpgZqmMWrUKK666ioWL17M8OHDk2ZPn92OlwhWa8fLViVJIjMzM/J59erV1NbWMnLkyBYOKICLL76YLVu28O6773bKCdWV5OXlpZS+RPPHk09vWb2vYU8h1eqdLHv6Yp+JR15vud5GqtU7GfakWp9JVEdX9ZlYZVOt7SSLVKu3Mdd0bb7ePNeMGwfHHQebNh1LC+4phJn6O6ECCvzhw11sKq7l71fP0F1/vLR5H379aygvD/07qnMOM6PP6CObSn2mq5k9ezY33XQTa9asYfv27Xz55Zc4nU6OO+44LrnkEm666Sbsdv1jt+nNsGHD0DQNTdPIzc3l0ksvZfHixZxwwgndYk+f3Y6XCPPmzcNkMvHKK6+wa9euqO8ee+wxamtrueyyy6KcVZs3bwba3icaTg/LpRqaprFs2TJdg/h1Rl+i+ePJp7es3tewp5Bq9U6WPX2xz8Qjr7dcbyPV6p0Me1KtzySqo6v6TKyyqdZ2kkWq1duYa4y5prM035K379ssTLq/sh2r7/LtZSzfflRn/fHR5n2oqIC//AWeew7GjoUrr4SDB/UtI0F6W5+JVTYV+0xXMn78eJ566inWr19PeXk5wWCQ2tpavv76a5YsWdIjHFAAJpOJCy+8kLfeeovDhw/z17/+tdscUGA4oeJi1KhRPPLII9TW1jJ58mROP/10LrvsMiZPnswvf/lLrrzySv7+979H5SkuLgZoc59oOD0sZ2BgYGBgYGBgYGDQN7nssujP3gYJ0+GBXVaeBvx1xd4u098pHn8cPJ7Q/1UVXnkl9K+BgUFcHD16lNdff50LLrigy+I8xYOxHS9ObrnlFgoKCrjuuuv49NNPI+kjRoxg/vz5LY5nbGhoAMDhcLSqz+l0Rsl1xMSJE1tNDwQCWCwW1CYDsyAICIIQlQYgimJkOV5HsmH00ts0T6w2hPcba5oW+S6crz3ZWOqRDNmm38Vqb1vXMh7Zzt77zsq2dY/i0dtanROVbdoG27uW8dyj1mRbq3e8epten6ZtPtZr2VRvIn0urLdp/o5km1/fzuoNE8vY09l2ErYtlWSbXp+2ZJMxRrQ3fuk9noT/7ewYEc/80Jbe9savtvS2Vo9Y5jNVVeOWbe36tDX29PS5RI+xJ5ljRGvPO3robS7bdG5ofs3CsvHe+6Z6471HzevfnmxnngvbmhPb0tva9Ynn2SAZc0llg5+VO8tZc6CaQ7U+gopKzojJVO/PiMi6tw/AMqgUpYsWn1S7AwnPO3r1ZWjW/oJBtGefJSrq0FVXoQ0fjpbAe0m8z+Md3ft4x/zmtsUz38fSB9qyIZ7n8VhkO3oXS6X5weAYWVlZ3W1CFD3WCXXxxRezdevWuPL8+9//ZtasWQmXqWkaS5Ys4fHHH+fGG29kyZIlDBw4kG3btnHbbbdx3XXXsX37dh555JGoPBA9QTfXqReqqvLuu+9GPk+bNo0hQ4bw3nvvRcqx2+2ceeaZ7N27l+3bt0dkp06dyrBhw/jggw+QZRkAi8XCWWedhc1mY9myZRHZSZMmMXLkSD7++ONIoDdJkjjvvPMoKSlh48aNEdlx48YxduxYVqxYgdvtjrL38OHDrFu3LvJ59OjRTJgwgc8++4z6+vpI+oIFC6isrGTNmjWRtG3btjFlyhS+/PJLqqurI+lnn302LpeLL7/8MpI2dOhQpkyZgiRJUfU444wz8Pv9fP7555G0wYMHc/zxx2MymaJk582bB8DKlSsjaf3792fmzJktZE855RSsVisff/xxJE2SJAC2bNlCUVFRJP3EE08kPT2dDz/8MJKWk5PDySefzNatW9m/f38kffbs2eTl5UWVlZGRwbx589ixYwd7mpzpO2PGDAYNGhTVHpxOJ6effjq7d+9m586dkfTjjz+ewsJC3n//fRRFAUKB/M466yz2798f1c8mT57MiBEj+OijjwgEAkBoeeeCBQsoKiqK2lY6fvx4MjIyWLFiBV6vFwj1g/PPP5/S0lI2bNgQkR07dizjxo1j1apVuFyuSPrChQspKyvj22+/jaSNGjWKiRMn8sUXX1BbWxtJP/fcc6mpqeHrr7+OpA0bNoypU6fy1VdfUVVVBcCyZcs488wz8Xg8rF69OiI7ZMgQpk2bxrfffktZ2bHjkE877TQURWHVqlWRtIEDBzJz5kzWr1/P4cPH4jTMnTs30tfD96mgoIATTjiBTZs2UVJSEpE96aSTcDgcLF++PJKWm5vLSSedxJYtWzjYZLm5w+FAluWodpKVlcWpp57K9u3b2bv32C+Ys2bNoqCgIOrei2Jo0euuXbuithK3N0bs27cvqh5tjRHnnHMOBw4c4LvvvovItzdGlJaWRulta4xYuHAhdrs9qr3HM0aMGDGCyZMnxzxGHHfccXzzzTdUVFRE0tsaI6ZPn87atWs5evTY9oW2xojZs2ezcePGSL2h9TEiPz+f733ve1HXEVJjjAgH9tR7jJgwYQKjR49mxYoVkTrrMUaMHDmSjIwMVq9eTV1dXSQ91jEC4PTTT8fhcERdy1jHiGXLlrU7RkiSFPUj1tq1a5kzZ05MY8Q333zT6hgxZ86cSDzKsM3xjBHp6enMnz8/rjEi1ueI5mME6PMcccEFF0Q9RyxbtiwlxohBgwaRkZHBunXrotqJXmNE8+eIqqoqMjMzOz1GhPt8+Lt4nyPCK/vD+eMZI8K0NUZ88sknUc8RGRkZHDp0KKqdtDVGaJrG0aNHO3yOWLZsWVxjRCzPEa4gbKsWcDsHcLjOR0V1bUTWajGTk5lJg6ueQ/UB3LJAUAWt0eWijSiG/ZMi8oe25DD4FAnRIje5YuF3C62VtLbSW3/vEAINkXvdHWNEeDwLt5/wGLHq8ccZ/OqrDP/gAyS/H+GOOxIeI8LlAbqOEcuWLUvoOaLp2AXxjRFOpxOv1xs1l7Q1RsyZM4e0tLSoft/WGDFr1izS09Njeo44cuQIgwcP7tZ3jbbGiPBzhKIokXcwg5ZUVFTw1FNP8dlnn3HkyBH8/tZPzBQEIfJeoBc99nS8GTNmsH79+rjyrFy5krlz57b6XSyn44Wj4y9atIi33nor6juXy8X48eM5cuQI27ZtY9y4cQAsWbKExx57jFtvvZVHH320hc7Nmzdz3HHHMW3atLjr05TwS4InvGSVnvELZjJWw4TL62myvf3X62Tc+57aTjp77+ORTdV7b4wRHcsa994YI5Ihm6r33hgjOpY17n3yx4h/fV3Ek5/uodYXRFVBFEDTIDp3xyhuC6V/PR20Y06lvIUbcE44EqemjhGBp686njMm9AdStJ1UVcEnnyBefnlKtpNweT1NtrePEeF4TXqfHt8b+O6775g/fz7V1dUt7ndrNL/GnaXHxoRat25dpCHG+je3DQdUrPznP/8BQquwmpOens7ZZ5+NqqpR3u7CwkKAKO91U8LpYbnOIopi5C88kDRNC6+IEAQhJllN09ixY0eUfGf0CoLAzp070TQtZhvCA0zT/K3Vt7ls83rs3LmzRT2SIdu0zrHa29a1jEe2s/e+s7IA27dvbzU9kXvfWdnwfQjLtXUt47lHrckCLdpEvHqbt58dO3bEdY/aan/x3M/m9ejo3je/vp3VG8/Y09l2ote910O26XWMp50kIhtLmwq3v9bGL73Gk+Z17uwY0dbYE087AVq0v47uZ2v1aM/epvLxyrZVj9bGnp4+l+gx9iRzjBAEIeb2F4/e5rLherd2zRK5983bT7z3qLXnoVjuZ7xzVPj6tpYe6/WJ59mgvXZS5Q7w/FcHufhvX3PCgysY/ZsPuO/d7VR5gihqaM2RkoADCkByBrANrYxKc+/omrhQ500dyFmTBnbrGAEdtL/8fMTGiO1dMZ8lMkbEO+a3Zlus831zne09F7aW1tZ81lpaR7JN+5Ye974rZQ3a5uc//zlVVVUsXryYzZs309DQENmi3Nqf3vRYJ1R3EHYYZWRktPp9OL3pks2pU6cCRG0raEo4fcqUKbrZqSeaprFnz56YPKTJ0Jdo/njy6S2r9zXsKaRavZNlT1/sM/HI6y3X20i1eifDnlTrM4nq6Ko+E6tsqrWdZJFq9Tbmmt4511Q2+Hlu9QEueupLpt2/nDG/Wcas33/C/e/tYENxLeUNft3jNTnHH4767N3fD8WnVyQVjSy7if+7ejp/ufx4nXR2wpo+ONekWp+JVTbVxlyDxPjmm2+YMmUKzz//PJMnT24zfnVXoWtMqIMHD/LFF1+wefNmKioqqKurIzMzk/z8fI477jhOPvlkhg4dqmeRSaV///7s3r2bdevWsXDhwhbfr127FgjtHw9z4oknkpmZyb59+9i4cSPHHx890L/++usAnHfeeV1nuIGBgYGBgYGBgYFB3Kwvquah93eyubSWYFdFBm8Fx5ijVC2fBEpjTBtVxLNrAOlTS9rP2AGTBmRwXr9qfnTZuVErkQwMDPoOaWlpjB49utvK77QTqqamhn/9618888wzkaV5rXlGw0vixo8fz/XXX8/VV19NdnZ2Z4tPKosWLeLzzz/n0UcfZcGCBVFBzp988klWr15Neno6Z555ZiTdYrFw880388ADD3DzzTezfPnyyIl4jz76KFu2bOGkk05i5syZSa+PgYGBgYGBgYGBgUHrVDb4efaLA2wuqSGo/46UdhFtMvYRFXj39I+keXYMjNkJJQGiCJIo0j/TxkXTB3P5rEJyHOaoYNIphd8f+kuxk7wMDHob8+fPjwran2wSDkzu8Xj44x//yJ///Gfcbjd2u50ZM2Ywa9Ysxo0bR05ODhkZGdTV1VFTU8OOHTv49ttvWbduHT6fD6fTye23387tt98eccokmwsvvJAjR0IB/kpLSzl06BBDhgxh4MDQnusBAwZEBSD3+XycccYZrF69GlEUmTNnTuR0vO3btyNJEv/85z9ZvHhxVDk+n4+5c+eyZs0aBgwYwMknn0xRURFr1qwhNzeXb775hlGjRnWqLuHA5HoHXtM0jcOHDzNw4EBd9tZ2Vl+i+ePJp7es3tewp5Bq9U6WPX2xz8Qjr7dcbyPV6p0Me1KtzySqo6v6TKyyqdZ2kkWq1duYa3rXXPPh1iM8+P4OSqq9bZwr17W4dwyg8r/TjiUIGoN//ClSWugUK7MAg3IcZNpNuPyhE+cK0m2cMbE/508dSF6atYXOVOsz0MSmd99F+NWv4Gc/g1tugbw8/csw+kynZFOx/bRFV70f9wb27dvHnDlz+J//+R8efvjhpK+KTNgJNWDAAMrKyjjrrLO46qqrWLRoUUzOJLfbzZtvvskLL7zAxx9/TP/+/aOOL04mw4YNizrCsjlDhw6NOgIZIBAI8OSTT/LKK6+wY8cOvF4v+fn5nHjiidx2222ccMIJreryer089NBDvPTSS5SUlJCdnc3ZZ5/N7373O4YMGdLpuhidzMDAwMDAwMDAwEA/ln5bzJ+X76KqIdAtTig1KFL65BlogWObV7JP20bGjIORz3lOC7eeOYYrZ/fckCcABIMwZgyE372cTnjsMbj++m41y6DnYrwft8/evXu54IILCAaDzJ07l0GDBrXqWBQEgbvvvlvXshN2ec2ePZv169fzwQcfcOWVV8a8msnpdLJ48WI++ugj1q1bx+zZsxM1odMcPHgQTWv7NL3mDigIba9bsmQJa9asob6+nmAwyOHDh3nttdfadEAB2O127r//fvbu3Yvf7+fo0aM8//zzujiguhJVVXnnnXd0i4rfWX2J5o8nn96yel/DnkKq1TtZ9vTFPhOPvN5yvY1Uq3cy7Em1PpOojq7qM7HKplrbSRapVm9jruldc022w4zDIsVkW1cgmlUco8oAEEwKjnGHsRTUR8lUugM8vWofu8tcMelMtT4DIZs23H77MQcUgNsNw4frWobRZzovm4rtxyB+gsEgDzzwADt37mTv3r384x//4L777uO3v/1tq396k3BMqLfffrvThU+bNi1qu5uBgYGBgYGBgYGBgUEqMGNYDpMGZnKk1pv0mFBh0qcfwD6yHPuoMkSL0qpMZYOfN9aX8utzxyfZOp1QFMY0HtYU4YQT4LTTusceA4Nezl133cW//vUvCgoKuPLKKxkxYkRSQyQl7IRqaGggLS1NT1sMDAwMDAwMDAwMDAxSgrw0K9edPJxylz/pp+OFsQ6swzqwrl0ZWdGocPmTZFEX8PrrpDUPz3LXXZDiMYcMDHoqL774Ivn5+WzevJl+/folvfyEt+OFvWbvv/++sRyvl6O3V7Sz+hLNH08+vWW7K/h+d5Nq9U6WPX2xz8Qjr7dcbyPV6p0Me1KtzySqo6v6TKyyqdZ2kkWq1duYa7o2X7LnmulDc/jF2WOZOTSbLLsJswACIAogJTeWb5uYJIH89JZByNsipfqMqiI89FB02vHHw7nn6l6U0Wf0kU2p9mOQEDU1NZx00knd4oCCTgQmD0dQFwSB/Px8fvCDH3DVVVcxY8YMXQ00iA0j8JqBgYGBgYGBgYGBvry4pohnVx+got6HJ6BEApQLQDcsjGqVwdl2nvufmYwpSO9uU+LnnXdg0aLotDfegO9/v1vMMeg9GO/HbTNr1iwsFgurV6/ulvIT9t8fPHiQBx54gPHjx1NeXs5f/vIXZs+ezbhx43jwwQdbDept0PPQNI1du3aRoK9Sd32J5o8nn96yel/DnkKq1TtZ9vTFPhOPvN5yvY1Uq3cy7Em1PpOojq7qM7HKplrbSRapVm9jruldc83uMhfPrj5ASbUHl19B0UBt/EsVB1Se08JNc0fG7IBKqT6jafD730enTZjQ0imlS1FGn9FDNqXaj0HC3HbbbXz77bd89dVX3VJ+wk6owsJCfv3rX7N161Y2btzIkiVLGDhwILt37+buu+9m5MiRnHrqqTzzzDPU1tbqaLJBMtE0jZ07d+o6YHdGX6L548mnt6ze17CnkGr1TpY9fbHPxCOvt1xvI9XqnQx7Uq3PJKqjq/pMrLKp1naSRarV25hretdc88b6EmrdARRVQ8/oRCKh7XxmSWj3ZUwSwGEWyXWYybabyLKZcFokbIIJ++EhXDx9MC/96ASunD005rJTqs8sXw7r1kWn/eY3IOq/z9HoM8ZcY3CMOXPmcPPNN3Puuedy//3389VXX1FUVERxcXGrf3qTcGDypkydOpWpU6fypz/9iZUrV/LCCy/w5ptv8sUXX7B69Wp+9rOfsWDBAq666ioWLFiA2WzWo1gDAwMDAwMDAwMDAwMgdErcuoPVVLsD7K0SmNPgRxRF1h2spqTaS2WDD7vZhDcoYzebcAdkyg8L+NaVIIgiiqqR7TAzY1gOAJtK6nD5ZTQN9HrllgTIdlqQRAGLJGI1iciqikkQqPcraKpKhsPCiHwnAzLtFOY4GJztYFphNutWW1m6FN5+Gxoa4N8/hTEFOhmWbDQNfve76KSRIxEuvbSbDDIw6DsMGzYMQRDQNI377ruP++67r01ZQRCQZVnX8nVxQoURBIH58+czf/58nn76af773//ywgsv8NFHH/Hmm2/y1ltvkZWVxaWXXsrTTz+tZ9EGBgYGBgYGBgYGBr2M3WUu3lhfwt7yBkqqvZTVity76WMy7GamDMli2pBs7BaJarefveVu6rxBPH4ZV41A0ZvfIQgCNe4gJTVufEGVgKwiiQKKqmExichBkdWVu7GaRbIdFgoybLy+vhSAw3VeFFXT1QF1zuQBnDImPxRTStXIcliYMSybvLT2A4trGvzsZ7Bv37G0pUth5kydjEs2n30GX34ZlaTdcQeCSdfXUwMDg1Y45ZRTELrx9MmEA5PHQ01NDS+//DL33HMPVVVVCIKAoihdXWyfoqsCr2maRklJCUOGDNGloXZWX6L548mnt6ze17CnkGr1TpY9fbHPxCOvt1xvI9XqnQx7Uq3PJKqjq/pMrLKp1naSRarV25hr9JtrKhv83PP2VlbuKscXVNt0BJlFgQFZNmRFwxtUyE+3MjDLzpHqBsrdMqqmIQoCflnFLyuoamhVk9hYnAAgCJglgWyHhSy7maP1oefpPKeFg9UegjoFgBrdz8nSH83p0OHUFnffHR1CaeBAKC4GSYpdR8r0mdNPh08/jXyUBw1C2rcPwZrYtemIvtBnOivf2+YaIzB56tLlTqgtW7bw4osvsnTpUg4dOoSmaZhMJgKBQFcW2+cwOpmBgYGBgYGBgUFv4K2Npdz/7jZqPLFtAZEEsFskVBX6Z1qZOiSb8nof3x2qI6io2MwSQUVDVVV8shrJZxJDAcZFQcBqEsmwm8mwmjhcF3qenjIok5IaL0XVnk7XySYJ/PT0Mfxk3qiEdWzfDhMnhv4vCDBvHrz0EhT0tC1533wDc+ZEp/31r/DjH3ePPQa9EuP9OHXRP+obUFJSwh/+8AemTJnC8ccfz5/+9CdKS0uZPHkyf/rTn7okuJVB16CqKu+99x6qqnYsnAR9ieaPJ5/esnpfw55CqtU7Wfb0xT4Tj7zecr2NVKt3MuxJtT6TqI6u6jOxyqZa20kWqVZvY66JPX9lg59nP9/H6Q++x7w/rWT+Iyu56KkvOe8vn/OLVze344Bq+fu5ooGsakiSgE9WqXD5OFpRiSgIgBD6TgQVGtNC/6oIaGpInySKyIqGT1YRBQFREAgoGv0ybKTbpMjKqUSQBDhxdB6XzRySuBJCB8ddfTU8/jgcOhRaSBSvAyol+kyzE/G0AQN4v3//PjXXpNrzWayyKdF+DHo8um26raur47XXXuOFF15g9erVaJqGpmkMHDiQK664gsWLFzN58mS9ijNIInpvneysvkTzx5NPb9m+uv001eqdLHv6Yp+JR15vud5GqtU7GfakWp9JVEdX9ZlYZVOt7SSLVKt3X51rSl0KD32wk8qGAP3SLVw0fQg5TgvrDlZT4wmS7TAzIj+N/RUNbCqp5cOtRymt8RBamBReaZT4iiNVBUGCoNwY9wkNVdMADZMoElQ0RGhMC/1rEkKOKQBFVTFJEjaTGJGxSAIIAulWM7KigQDeQHwv31aTyORBmfx43qiEt+E15V//6rSK7u0zGzfCsmVRSdrttxOMZ09hgqRan0m157NYZVNtzDXomGeeeYZrrrkGUydirsmyzHPPPcePfvSjTtvTKSdUIBDgvffe48UXX+T9998nEAigaRppaWlceOGFLF68mNNOOy3l94saGBgYGBgYGBgYGCTGS2uKeW6XhCIdIqiomCWRtzcdJs1qwiyFnDomUaDKHcAXVKjz6nvSEoRWG8mqBrKKOyDjlUESBQQhtPFD1TT8iho56U4UILwzT21cSaVpGoIgIDUue6rzyaTbTPjlUEwqu0nCZpKo8QTbtMNhFhmen0ZAVslLs3DmhP4sPG6gLg6oXkGzVVDk5cH118OKFd1jj4FBH+CGG27goYceYsmSJVx++eXk5ubGnLe8vJyXXnqJxx57jNLS0u51Ql1//fW88cYb1NXVoWkakiRxxhlnsHjxYi688EIcDkenjTNIDcL7aVNFX6L548mnt6ze17CnkGr1TpY9fbHPxCOvt1xvI9XqnQx7Uq3PJKqjq/pMrLKp1naSRarVu6/NNbvLXDz35UFqAwImk4LNJNLgD+KXNSrwY7OICIKAx6+0EVw83h+rW5dPs5mQVQ27JeQoEu0iY/Kzok7HM4uhAOXh0/GsJhFZlrFbzVgaT8frn2FjULYdCJ1I5w7IDMt1UuMNkO0w4wsqWCQRT1DGH1AINjqyHBaJi6cP5qenjU55h1O39Zlt2+DNN6PTbr0VnM4+Odek2vNZrLKpNuYadMyqVav4xS9+wc9+9jNuu+02zjzzTE499VRmzpzJ2LFjyc7Oxmq14vP5qK6uZufOnXz77besXLmSlStXIssys2bN4oUXXtDFnoQDk4ti6FeFqVOnsnjxYq644gr69++vi1EG8WMEXjMwMDAwMDAwMEg2D72/ndfXH8IbVOifYUXV4GidLxIA3CqFYit15UlIFklg9vBcctMtjOmXRo7TSpbDwoxh2QCsO1hDabWHigY/DouEJ6BE/s1Pt5JhNyMAiqq1yFfrCZDlsDAi38n+Cje1ngCiKLSQT3XHU0pw5ZWhSOphsrKgqAgyMrrNJIPei/F+3JK33nqLp556ihUrVkRWfoaRJClqq2X4+9NPP52f/OQnnH/++brZkbAT6le/+hWLFy9m0qRJuhljkDhd1ck0TWP//v2MGDFCt+NMO6Mv0fzx5NNbVu9r2FNItXony56+2GfikddbrreRavVOhj2p1mcS1dFVfSZW2VRrO8ki1erdF+eaW1/ZxKc7yhBQyUu34/YrVLv9BJTQK4ZAa6HE9cMswvzxBVx4/OCIM6ivzTWKArW1EMsOm26r8969MHZsKHhXmLvvhvvv75NzTao9n8Uq25P6jOGEapuDBw/y/vvv88UXX7BlyxbKy8upq6sjMzOTfv36MXXqVE4++WTOOecchg0bpnv5CZ+O94c//MFwQPUBNE1j69atJOir1F1fovnjyae3rN7XsKeQavVOlj19sc/EI6+3XG8j1eqdDHtSrc8kqqOr+kyssqnWdpJFqtW7L841/dItmCURb0BBUzUUVYsE9oZYHFDxlnlM3mEWWTB1IA9cOJmzJ/WPrEbqC3ONpsHatbBkCRQWwg9/GGu+bqrzQw9FO6DS0uCWW5JmUyr1mc7kN+YaAz0YNmwYP/7xj1m6dCnbtm2joqKCQCBARUUF27Zt46WXXuKmm27qEgcU6Hg6XhiPx8O6des4cuQIfr+/Tbmrr75a76INDAwMDAwMDAwMDDqgssHPuoPVlFR7qWzwYTOJfHdQYP8nu/HJKnlpNobk2COn2YVPt5sxLAcgcuKdJEKa1YwggKJBaa0XOBbwuyvJcZg5c1J/Lpk+uE9uhVu6NLS7Lcz774dWQ2VldZdF7VBUBP/+d3TaTTfFtnTLwMCg16GbE0rTNO655x4ef/xxPJ62j1cN7y00nFAGBgYGBgYGBgYGXcfy7Ud55MMdlNb6AY1huU6mDM5if6Wbo3U+ar0BNFUjqGioqshXFQewmkWsJolsh5mgqpHtMGOWRBwWE6+vLwVCp8mV1XupcQdBCD3faxoEuzj2U1OsZonbzxzbJx1QAOecA2YzBBsP6gsE4K234JpruteuVvnjH0FuciKizQa33dZ99hgYGHQrujmhfve73/HAAw9gsVhYtGgRI0eOxOl06qXeoJsQBIHJkyfrtue3s/oSzR9PPr1l9b6GPYVUq3ey7OmLfSYeeb3lehupVu9k2JNqfSZRHV3VZ2KVTbW2kyxSrd7dMdc0X9VkN5vwBmVW761k22FXVL7tR1xsP+JCAEQhtLFNjXiNBERNJahqBBWVOm8QAajzBBnXP51yl49DNaGVTv0zbNR6g9R6gyEFAoiCgJKQByqx0/HSrKY2HVB9Ya7Jzg45ov7732NpS5d27IRKep0PH4Znn41Ou/56KChIqk2pNtek2vNZrLI9uc8YpA4JByZvTmFhIfX19Xz99deMHz9eD5UGcWAEXjMwMDAwMDAwSC3CDqLw1jUQUFQt7v9nO8xRW+PC3+2vaGDroTpcXpkj9V58QZWArCIIKt5g+7YJgCCEYgtpNAaKFcBqEtAQCL8h5DjNjMpPR9U0vjtUB8DATBv1fhl/UMUvKwQVLXRanKahNnq1EnNIxYYAXDx9MH+6ZGrXFdIDePlluPzyY59FMeTzaeLf6X4efhh+/etjn81m2L8fBg/uPpsM+gTG+3HqknBg8uZUVlZy6qmnGg6oXoaqqnzwwQeoqj6b+zurL9H88eTTW1bva9hTSLV6J8uevthn4pHXW663kWr1ToY9qdZnEtXRVX0mVtlUazvJItXqraoqz76+jAeWbefy//ua8/6ymnve2crDH+zgvv9u4/fvbeexj3fxp4928dD7O/jzR7t46P2d/OnDnTz28S4eWLaDB5ft4M/Lj/3/fz/Zw11vb+Xip7/iofd38vyXB3j84z088M4WXl5bwsaSWnaWuXD5ZNwBmYDSsQMKQo6npmsZVMKrowQEBFRNQxIFFBX8skpA0RAFAVEQ8MkqsqJhMYlIYkhWVVUEBBDo8lUSWQ4z158yos3v+8pcs3AhOBzHPqsqvPZa+3mSXudf/hLefhtmzAh9vuaaFg6ovjjXpNrzWayyPb3PGKQGum3HGz16NC6Xq2NBgx5HIBBIKX2J5o8nn96yel/DnkKq1TtZ9vTFPhOPvN5yvY1Uq3cy7Em1PpOojq7qM7HKplrbSRapVO+X1hTz960aHq0Yt19pJT6SiqvZj/KCENnRBhw7+00I/7+JR6neJyM1bqPTNA1BDkYyaRxb2RQr4XK1RiWqJiAQiuskCsdWZFlNYsjR1KjcZhIJKCr+oIqihpxToZfS0IookwByW4U2wWoSkBUVRYvNaSUK4JQ0bjtjDGMK0tuV7QtzjdMJF1wQ2oYXZulSuPnm9vMltc6iGDLy/PNh+XIYN67bbEq1uSbVns9ile3JfcYgNdDNCXXTTTdx2223sXPnTsa1MbgYGBgYGBgYGBgY9EZ2l7l47suD1ARA0VpzQIVomi5wLCZT85VJbeVvus2tucMp3iAbWrNyVA18wVBqOL3CFSDXGQABJDFkoSCEtut5gwqaqiEKoHDsACINAUnQ2tySJ4mQ7bAwNMfB0cpq3JoZl0+OlGmRBDLsFvLTLZhEAW9QJd1mYsKADAZ593PF7ML4KtqLufzyaCfUV1+FDqMbOrT7bGoVQYCzzupuKwwMDFIA3ZxQN954Izt27ODMM8/k97//PaeffjoDBw7US71BN2Iy6dZMdNGXaP548uktq/c17CmkWr2TZU9f7DPxyOst19tItXonw55U6zOJ6uiqPhOrbKq1nWTR3fUOx316cU0x5S4/mibEFGr72AqkY2htpLetQU+EiA1NkVWNbYfrGZLjYPrQ7JCMFlrgIjRms5pEaus9SGYLsqZhatyO57RJqCqoqkZAVhFFGJzjZMGUAZw0Ko995S6++LaWqVPG4fGr7KtoAASmDslk3rh+LQKPh7YCFcdUm74y15x1VihIeU3NsbSXX4Zf/artPKlY574416Ta81mssqnYfgx6FroFJgfYvn07l156KTt27Gi/UEFAlmNZpGsQK0bgNQMDAwMDg9SlaYDqbIeZGcNydD9aXu8yOqsvkfzx5IlFtiOZzupYX1TNa+tLKa/3s7m0ljpPkNC2tqanzvUOLCaBJ6+YxrTCbNYdrKHWE0AUQw43RdUi/6/zBKlo8JOfbmVwtoMZw7J1b+sG0Vx/PfzjH8c+H3ccbNzYbeYYGKQExvtx6qKbE+rrr7/mzDPPxO12IwgCubm5OJ3ONuUPHDigR7EGjXRVJ9M0jaKiIoYOHapLkMnO6ks0fzz5NE1j0859HJWd1HrbfwiORa/e17CnkGr1TpY9fbHPxCOvt1xvI5Z6J+oYSCRfV96HsD3V7gCyu45zZo4hP93Wab3NbW5+fH1emo0hOfZ2659IvVvLEy57U0ktWw/VISAQVFUcFhP90q2cNMjEgtnjY5qXwrqr3IFW7+O6g9U8/9kOPJoFT0AOlZFh5ZLpg5k+NCfKnljaQFPnSlv62iOR/PHkaSpbXd9ATkZaC9mO9MVSXnsyQ3OdPLJ8F9sO1WOSBCpdfo7UeVHUWFcy9SxEAU4fX8D/XT2jxXfGXNO9rFgBp50WnbZjR+vhl5JS57KyuI7oS4ZNxvNZbO9Avem9xnBCHePaa69NOK8gCDz77LM6WqPjdrxf/vKXuN1u7r33XpYsWUJ6evvBAg16BpqmsXnzZgoLC3UbsDujL9H88eRbd7CaRz/YgT27AE9QwWExsWp3RasPwbHo1fsa9hRSrd7Jsqcv9pl45PWW6210VO/WXojbGp/0yNdV9yHKHr+Mq6aSbTUal84YEpODoz2a2ryhuIbX1peyp8xFSbU3EmR5SLaz3fonUu/mecJ1LK32srusHm9QxSKJDM114JcDVLh8FBXVMmvCcERRbNc5FNZdoaXz0rcl7C134fYrOK0So/qls3DKAD7afpTNxdXk5eSQ6TBT4wlQ4fIDpQzNdVJU5eaFb4pb5L3qhMIW16Cywc9r60vZXFyLX1YxSyLl9X5Kqj2UVns4dUy/iCMPaGE7EMnvDijIqoonoCArGl/uqWTe2HyumjMsKrB0uMywQyfT3rIO4WsSJSsKBDwN1EiWKNmwDW3pS7eZOyyvIx3TCrMpr/djkgTGFqQzIMNGrSeIyx8k1q1ykkCbcZM6pnkUqc7Svj5No7HurX1nzDXdyamnwoABcOTIsbSlS+G++1rKdnmdPR6YMgUmToS77oJ580LxoNohGffBeD7rWN54r2kbn8/HQw89xNKlSykuLiYnJ4ezzz6b+++/n8HNTntMRZ5//vmE86a0E2rTpk2ccMIJ3HvvvXqpNDBIOpUNfl7fUEqpG/KswVYf5I0l5QYGfZdkbKlqr+xYX9L1yBfOu7lKwL22hBynRZf6trDHZuaoDFtK6jhU441ycCSywmtaYRYQChL92Me72Vvuxu0PojaeHiYKAger3HgCMv5gKAaNotLp7VzV7gB7qwTmNPgRRTFSxzpvEE9AJSCrqKpGtTvAcUOyKKryUB+AV9eVUlrr7dBB6ArC3z7bz4bimshpZJUNGqU1XvaVu8iwm5EEGFuQhiCK9M+wsavMRUW9n5U7y/lo21HWF7XM6/IFefii6Daw7mA1e8pclLv8WEwCDX5QVJUGv0J5vY9yl5/B2Q5eX18KhLadNbV9SLadPWUuDtd6CSgqAUVDadyb1uCXeX1DKav3VXHdScO5cvbQSJlNHTqCIETVYd3BGs6e1L+lbL80iv3VFBaksau8ISILWrv63mh0grZXXkc6NpfU4gnIZNrNCIJApsPC2IJ0tpRUI2vQ2gHmIsdOw7OYRCySiIqG3OiJUjUNtNB2PlEInVOXKiurBAHy041noFREkuDSS+F///dY2tKl8Nvfduj/0Z9//APKy0N/K1fC974HH38MDkeSDTEw0Aefz8dpp53GV199xYABA7jgggs4ePAg//znP3nvvff4+uuvGTlyZHeb2S4rV67sbhOi0M0JlZaWxoABA/RSZ9CLcQXhw61HqfPJSX+J64h1B6upqPe3+SDf9CE42XTny6+BQaK05SDojI5w2+/qPlHZ4GfFzjI2l9QBYJFEth2pp94bJKCEVrWk20zMHZvPZTMLu7w/xvOSrke+9UXVvLquhK3lAtuDh3FYY1s9FXc9gIpyOOryU974NzjbkfAKr5W7ytGq4NX3drDzqAt3QEZVQyd25TrN+GUtFETZG2TNgSr2ljfgtEpRzp/jh2Q16q/hjY2H2nQQtVzRJeD+eDeFOQ7K6/34ZQVPQCagqGiaRkDRKHf5OVDpJtthoagWVu2uwB9UO3QQbqsR2F5Zjz+oYrOIWE0SflnBF1ApqvaQ67TiMBH5ZVoQQvrcAZlvDlSx/UjrebcfqWflznIumTEkcl1Lqr2UVHsJyCoIIiZRoMGvEFRUFDXkUCp3+ThU4wVgcLaD3DRLxPadR1wUV3lwBxTURodKU7wBlcM1Xp5dfYCZw3IYU5BOjScY5dBpXodaz7EjwWOR1aBdmQqXv9M6BMBhMVHjCdA/w4YgCIzq5+RwRRUByUpAVtGALLsZkyggieAJqphEAaskImsaeWlWrCaJdKvEzjIXVpNE/wwbZfU+GgIyAzJsyKrGwUo3tZ4gKqHVUxotY06FfQ1Nk0UhtIKpo7RYsJlFrjt5eJy5DJLF5ZdHO6H27IENG2D69CQa4ffDH/8YnZaRYTigDHo0Dz74IF999RVz5sxh+fLlpKWlAfDoo49y2223ce211/LZZ591s5Xtc+qpp3a3CVHo5oQ699xzWb58OYFAAIvFopdag25GEAQmTJig23LLDcW1fOXKwbfhUFxbQjprT6z5ajxBPEGFfllpCGL7D8Gx6tXjGia6laY70bvtdJZk2aN3OZ3V19V9pj35VtvtrgpOKBjeod6wvg3Ftby+oWXbnzwok+8O1enWJ5o7tMySyNJvi9l+uB5PUCEgK/hlFQEhckS5qmlIosChGi97yhtYfMJQhuY6O+UYa++6x/OS3rQ+Ww/VUecNxJSvaf7X1pey/XA9mtmBzSLptiq0eT18QZl6zUpAVtAaX6M7s8LrSK2HBq+doNaAX1YRBZA1EDSNep+CJAr4fXJoxQmhI+dz09KiyizMcTBg+Bje2HCIbYdj385Vb3aw/XA9+yvc+GUVl0/GFwg5oBBC2xgCssqhGg+qpmGy2iMOqNYchCt3lpNuM1HtDrDbl4bbH0SSBLIdFkDAYZEoV/wEFQ2/rGAzO9DQEBDQNI06b5Ach4WKej+egBKV12oS8QZ81HqCvLv5cNRJZJUNvpCzSdPItJnwBFRE4dj1MksimTYzRaoHRVHxBGSyFDNDcxwUVXuoavDjCYaucWuRR0UhFMi6rM7HIx/t4sHvTybbYW7h0PEGZIqrPFhMIgcq3VQ2+MlLsyKJAm6/zOEaH0FZxZGRicax+mY5LIDWQl/Ta5KfbqXWG2zz+1h0TBmShazVUOHys6vMRabdTJ03SJrTzoTBuQiCwN7yhkj7qPMGsVs0RvZzIhD6TlY1nJLAUZefNKuZiYMyuPbE4Tz35QG2HaonqGpk2s0MzLajaKEVU+k2E6Ig4PYFQAitpLJKIggCkiA0Oj8VRAHSbGZsJonKBn/j6XQCdouIJ6CgNC7VEgg7pNoel62SwFUnDGP28NxWv+/OuSYZcj2BWbNgxAjYv/9Y2ksvtXRCdWmdd+8GtdkawLvu6jBbMu6D8XzWsXyy3mt6EsFgkCeeeAKAv/71rxEHFMCSJUv417/+xeeff8769euZnlSPb89GNyfUww8/zGeffcY111zD008/TUZGhl6qDWJE0zQq3BUJ5U2zpGE321ukC4JA9qBsKj2VCel1mB04LaG4CuGtbiUNAiYpgM3i4WiDn9I6DY9cjdM+ilxnxy81WQOzaAg0kG5tPe5Yra+WoBJsNV9H9bCYvaEHTtmCpoWWMIcfONNsAZDqW1zjWPTmD8lvc7B2+V345LYD5lW5/fxrzV52HnFhkgQybGaONgQprdPwynUMzZ3V6guaO+DGE/S0a1dbCIJAniOv1e+8QS8NgYaY9LR2bfKd+a3K+mU/9f76+AxtQq4jF1EQW6QHlAB1vro27emIbHs2JrHlUCmrMjXemlZyxFZOpi0Ti9TSYa9qKlWeqrj1hcmwZmA1HWsPgiAwevRogLjHh6bltjVGAFR6KtE0LUq+vXbrUdIZV3EotHKjyRjRFEEQICuNf6/c0kJHUY3K6v0qVlHEahGjdTeOJYMyM2MeIzaX1vDfzYepdAXwBGRMosihOi+1ngCyqiEJ4A2qqBoImDCpTgSRyDICl19mQ1Et1Z5abBaNBp8ccYy9v93C+VMHMnVwdrvX2iyZybJlRd2vMOExQpDqESUX5e4AGY60yAtxubuBLLslMj41rY83qBEMOqh2B3D55KgX6SpPPek2tdVx7dNdZRTXHEURAowanIYgeMlwaOytaKC4xsOnuyQumz6x1bp0NEY0r8eRWh9erQG/JpNpM9MvPYvB2fYWK7WajxFNbRyem4YgyGQ4NNYX1+AKyphEAbtVoMEvI0gaiuLEEwitiBIaTy+TRIFMG2Q6m9Vvd2gsKa5tqT8s869vXBTXuBFFK2MLsqMcSL6gQq3HT52/ClECkwh+WWt0fGnUB0RMHiv90i2omg+rxYxXOXZqsNXi43CdmVfXBUm3mfEEZI64NXxBFZOk4VdrI/dRwQ8SSCYrskliy5ESMmxm6n1BZEVjiCOdoKwia7WoaChqNkFFalzRpyEQ2pL4yPJdnD7RxtTB2VgtblShFlVQqfSIKKqGT1HQBA0FEVFSONqg4g660TQ47KqnIZBOWp2DTLup0QnW6NwQQNHqotqAooW2pQVlWF/SwP3vNzB3dD5pDjeldS62HKlBQKOk2oeiWnCaHWw7XM8jy3cxeVAmaw9WU9UQoNpbTaVXxWGRSKurQRIFJMnM9qOQYTehCnUccbk4Ul+O3SzhCQTxBFWyHWaG5g2mwR+kvN5HnSdIbpqFqoYAflnBbPJQH7Szalc5G0qr8AVVDteZGJTtwCcrkes6pVAgJ92GR66m0hWg1ieTbrMztn8/LpkeihHy2vpSKur9uAMyabYA2WkC500NjXn/3VwbyeewmshLt3D6RBvZaT5OnxitN8tpo39GyMGuaeAOyDgtGeRnWBlVILHlUEXjGBbEYTEhCKZGWQ1PwEdWmkatL4jTIuEPBkmTVbwBGavZBEo6QUUjoChYJBEECMoqfsWD1RxkdL8MfjR3BNMLc9qdR5rOAfE8R8Q7NzcfI8M0HyNi1RuWi+U5IhESeY6IhebPEYIAP/gBPPjgMZmlLyv88rfViM2q1d61af4c0ZQOnyNG9Ifv1mB74WUcjz6BMrSQuuPGgLui3eeIKm9VQs9oQJvPEQDV3moUVYl8jqcMm8nW4XNEIjZbJAuZtsxW5/s6Xx0BpeUPQ81prdzwc0RzBEGgf2H/mO1srlsSJXLsx37ca2p3KrxrtEZb7xqJsHr1ampraxk5ciTHH398i+8vvvhitmzZwrvvvms4oeJAt9Pxrr32Wmpqavjvf/9LZmYmM2bMYNCgQa2+eHdFcKu+js1mwy/74e7E8j95zpP8ZNZPWqSrqkrOQznUyYlNvveeei+/nftbAD7ceoRX15Zw8Egls8YM4tm9F1Hp35eQ3ptm3MRTC55q9bu5z8/ls6LElkQuHPN9xlvu4ZudpeRkZZHpCP1yKSsae+T72VX/cUJ6p2RMYeMtGxGbPwUAP1n2E55a13pdOiLLPJyl53/V6laa3676Lfd91kpEyhjIc+RR8YvWHzT++u1fufmDmxPSC6Dd2/qQ89q217j09UsT1lt+e3mrk86qg6uY9695CevdetNWJvZr+bK9rXwbk56elLDelf9vJXOHzW2RXuGuoN8j/RLW++rFr3LJxEsin1VV5ZNPPuH0009H+p2UsN62xgiA/D/lJ+yobjpGNEVVVQY8PJzyYHFCen8848f8dcFfW/2uM2OEQzmRgsCvkUQBsXFFlM0kkmYzszN4H9Xq5wnpPXXoqaz6n1VR9ys8XnRmjMg0D+ek9H+12DZV5w2yzfUse3z/TEhvujmH+jurWv2us2PEz8dtxGaWOFLnxRdUWHTcIH4wq7DTY8Rg74tIZCIQ/oEh5IRyZuxii39JwnrP77+UCfkTQdMoPXQIKS0Xlz9Icf0u1vmuS1jvBPMj5JqmkZtmIdNmZltxBTUBAZk6iqxXJKx3GL/BLp+IX9bQ0DBJIv0zrGTaLbxXfXLCeocIN5OrLUQUBfqlW6l2+6l2B1FUjSLbFahCYj8y9OcqTsi/EQBfMLQiMbyV7UvX/8OrFSWkN0tdQKHw00aHi9a4xVbAZBLZq/4Cr/hdQnpPGrSAW/r/lO+fewaiKDauSqyh1hPgr1t+wupD7yWkd3LeHFb8v1BMj3UHa6hx+yneu4NrFp7KfV/cnvAYUZg+hj+c9DGZdhNH92yh/+gp1HllshwWVhx+kj99/UBCervyOeKjOR9FjZFhjOcI2LoVJk9uJvg/p8Kw2Oem5s8RTRHui331i0mBfDccaVyXkOznCICJT01ke8X2hPR21XPExRMu5rVLXmt1vr/ktUt4ffvrCekNP0c0R1VVFv3fIt4tezchvRPyJ7Dtx9ui9IXtvv/z+1P6XUOP0/Eef/xxbr31Vi655BJeffXVFt8vW7aM8847j0WLFvHWW28lXE53oGkaL774Iu+88w579uzB5XLRmmtIEAT27Uvsnb0tdFsJ1TTiem1tLZ988kmbsoYTqmehk5+ycQuGgk1UUnYJp9UkcvG0wRQXFWN3mvEElNCy/Qwr3no7uxJcqKMoSsdCCaBqtLqVxsCgKV6vt7tNSAhFp7FHb1TAJAiIAgSV0MoaqXF7kR7oeb/MosikgZn4ZRW3L7TSxhcMjWv9BCt7Enwu68oh3GaWWtkW1XnCJptEAZtZbNxuBkGltfDRsdPgD6JpGv6gQlmDjNfbQJbDzPB8J+tKOqFYC63mGVuQjj+okG5ScckmgokfpQaE7r+ohGIVmUSB/DQL0wqzKapO7NfsMKqmhbY/igKyqpGXbsXll9HkjvO2R6bdTJrFRG6ahS2lddR5g2TYTcwensuG3RLeBKdAWYX6oIxFhGAoFjheVUMLqqiWxK9xQYYNs3KsY+WlWSM/FL1RZINDienNcVoiq57PntQfVVV59+imTseiS7OZ+MGswpC+/Ws5a2L/yAvxN5W6vSboSk+d05LBpEkwfoLMju1N7t13l8flhNILWTrmgDJonWS1ZVnp5EDcjJ7UBwOBABMntr5ye9u2ba2mN6W4OPRjaFsn4IXTw3I9hUAgwIIFC1ixYkWb7/rhFdddgW6zS6pFXDdIPULxHiSOyvo5trqC6UOzWVCokjt2cOTXwBnDsrnpg9SLdSYK6PaCZmCQarRcN5gaCIROClM0oTGWikadLxjaapWC/nVBEBiUZcflCzK+fwaTBmU2rnLI5cvyxHSapa67Oyt2lAGQYTcztn86M4a1v5UxVkySgF2SGJ7nxGk1cbTeR1VDAHdA6VRjUxTYUFxDvS9InVtAlAIEFRWn2rkfCBwWiUybme1H6jlS68XjC62+kzrnMwOOnRKY47QwfkAmdouJTLu5UzoDikpQVRFU8MsqFpOEw2wClE51C5dPZl9lA4frJIKqSlBRMUsigiBE4noligYE1JBTNXxinYFBT+fCS/zsuK/JK972i+Hcn4KkryPCwKAv0NAQ2hboaCO4vtPpjJLrKfz5z3/m008/ZeHChTz66KPcf//9vPDCC/h8Pvbv388rr7zCI488wk033cQf/vAH3cvXzQmVahHXDXREp5eqGcNyWLmrnD2lArvKGgg2D1wYB76gwodbj3TZqVgZFiHq18DO0lUrvyRR0O0FzaD3kqorDzvCIgEJPjNXNCS+9LojIkF8Q0GiCMqhAM6aRMLjZbnLz4dbjzCtMEv3+9V0VdFJo/MjqzI6s8pBELruxM5Ktx9REPAEFTJsZt3G9lynhSy7nUmDQrE40q0mGny1BDUx/mPCmmA3i9Q1yNR7Q43VZpbwBBSqAp5OzZ/1PpktpXXIqkpQ0VBVkCQVUycdgFkOC5pHRNVCq3/TbaZIG+kMIqHVgOEq56eH4o/VuAOIfoFE1wMLQsip5fUrBNXQqZRBJRTPqLOr2CK2iwJKJ1eYNSVZY67e5fSUuaKn2NldLLrYx4P3NYmR5M2D/afD6A+7zyiDVumpbbkn2W2xWGJa8dQW4YUTbdU5lRdWtMcrr7xCTk4OL730Ek6nM/LOazabGTt2LPfccw/z5s1j3rx5jB07lmuvvVbX8nWLCWXQvdhsNjRNo7S6NKH8sQQdToTmwQLDp2VV1Pup9lVjNwvkpccWuDfM5tIalm2pos5tigT/7ZdhjZyK1VZg8lgIBwtsjViDBbZGW8ECoePA5NAycLLDEgpguui4IcwfM7LVPD0tWGAyApMnQrICioZpLTB5PHQqoGg7JDJGtNVum/b3jgKKbiiubFXH+AEZbCquDa1A8QaRRAGHxYTTasJqEpk4MI/fnDOtVQdG0zGiyu3nqVXRAdTrfUHqvTJ+WUFVQ1uMZDUUmNwuWbGa0vAFVXyyiqBpWM0SNrOEO1iPXwngMEuM6pcWCWA8bkA6P57b8uCFptfHF4QsW3bUWBYmnjHicI2PfRUufLKKWRQpzHFiFjORFY2JgzK4/cyxkWsSyxhR5fazqaSWek+QDIeZ44Zkkeu0sqW0lo+3eaNOJwzbPmGgPa4xYl9FA7e/vpkjtV40BGxiFrKqIaAxKNvB366azpiCdL7ef4Sl63ZFtQWhMYByrTcYSRuW5+TSGYMZnO2I2C6JAltKFPZXeKNOKvMFFLKcArNG2AjIKvsq3VGB5fPSLcwdnU+NJ8g7mw9RWuMlKKsh56OiIggCTikTp82KqmkMyLBR5vJT7wnikQPIWgNC43l1NrPAqH5p/L8ThnHymH6RtrettJ6KBj8BRQ2duCgIiCIEAjYUNTT2hJ59Qw/AdjMUZMoUZNo4/7iBHDcki00ltdR5gmQ2uUdhPt1Zxn83HabWG2BUfhqa6mDbIQ9H631IgkCWw4yAAAKMH6Qxc1g2K3ZWROTDy/H3VoQC4J82rh/bj9Tx4bajeIMaTrOI1Szh8ZvwBUxIgsDxQ7IYlOOgot5HcbUXu62BSYMzKar0sLssFHNCEARMokCdT0YACnMcPPj9yRyscvP6utJjctiQBBtuf+i0t3S7iTynFb+sUumpxCfLiIS2yWoa+IKxOaYEzIg4EAhtSww2WQal0oDWitvMJEJBpp2fnz66zeve1nNEZYOfz/YcpLLB0+p96ojOPke0RfOgw00xniNC9MTniFmzFdavPba68ZLLffz1GVdMeuN9jjBt3IyakY46ckS7epP1rtGU5oHJ4yGWwOSJkKrvGm3Rk8cIPWJCLVmyhMcee4xbb72VRx99tMX3mzdv5rjjjmPatGmsX78+4XKSTVpaGqeccgrvv/8+ANdddx3PP/88gUAASToWQ/bUU0/F7Xazbt06XctP+GdQWZYxmTq/kEovPQahzqznaQAQ8u56q7wMHjxYF6/3tMJszL46DgfzqfUURLa6xfpLd4XLxztr9nKwTsYkqS2OzA4d5Z3Vaj1KS0tjqkdbsq1NGLHoDctkDs5sVSbdmt7mJBfm9LH5HDdoaCS4aSzXzWlxtjkpdwa72d7mQ0RT4rnmAFaTlXyTvu0XQpN9vjM/bns6wiSaWu1vnS1HFMQovZ3V1zR/PONDPOXmOfJalW+t3U4fmoWvtoI8R167ejVNw13p5rQxo9ts+6+uK+ZwdTE2KcDQHAf56TasJpFdZS7q3abIqWrNafqQlu+E/zfbEXWC1YA0E1MGWjlzfAGV7gBbSmoBgZH5TtJsJhRVY/vher49WI07IEfKdnkz2VhSiwA0eC0MyXaQ3+iYGdcv+gGussHPJ9uOcKDMhEkyNxnLfLgb3BReeDz56aGHp47GiGhd6QzLSae4ykNAUSmvkxhbYGJQjp1Lpg+OGjNiGSPyHBpOvxZ1Xysb/Hy87QjbDtVHHDpNx+Hbc8eSnxZ7W3tmVQVutw2raKN/hhVBENE0laP1IWfOG+tLuf6UEbyzqSJyvbLsZqoaApTWeACRQdlZDMyzUucNcqRa5Z01VdxzYSE/mH4shkPTH0HcATkU769/6P4MzXXyyPJdHKkOYpKsZNnNVNS6cXkkHCaFaYW5ZFr8HFLrMaEhigJOk0C9T8YlawSUAJMHZeD3ByLOKREJQc3AYhIxiQJoUOOy8O0BhVNGZ3CgrJrKKhFVTSfN7MQvqGTaTdT5ZFRFRUZFQUUUQuOCKISdWSbspnRUxURRucSmouqIM1BUXGw6qHLJjGOOTE3xoiou+jklnI1j94h8kTpvAJdPocodwGIScZglFDmDynobqpIeJQ/Qz+mgwuXnw+881PsENCUTEyqKIqIIImYRZFHGIok0BGS2lNbiDSq4/Qr1fiv+gILT6mRkXjr13iB13iANfhlR00ADWbbz9gYXWXYzJiGTkXnplNf7qPEE8alKZOud3WxiULad0hovqOmkmUUcEvgUqPUGkRJY1iY324cnktaqnFkQmDaogH6OfJ5fXdbECSuzqUjlkumDmVaYQUlJSVSfCbe91uSbOpwhthWGlQ1+1h6oZv+hMkYMKmDm8Bzy09JbzT8iP439FQ2UVHupbPBhN5uo8gSobvBT1RBAAwZn25k1PIfxGQqTxwyL2B3Pc0Q8c0bT54h45zhN01pc3zBNnyNi1RuLXPg5Qm/aeo7oLKIgsvhKkfVrj6V98K6NNNGG3d6554oW9moa/PwO2LgRLr8c7rwTJkyI2+Zce66uz2hhmjpP9HwOzLJl6fp8Fs7flnOqo3wdydeW13bqHagtme5+10gGhYWFAJSWtr7QI5weluspSJJERsaxoG3hbYUVFRX073/s2XnQoEG8+25iQe3bI2Hvz+jRo7nzzju55pprEnIiBYNBnn32WR5++GEOHjyYqBkJ43a7efPNN/n2229Zs2YNmzdvJhAI8NBDD3HHHXe0m3fp0qX87W9/Y/PmzbjdbvLz8znppJP41a9+1erRjHPnzuWzz9o+QeGDDz7g7LPP7nSdugJN09iwYUObJx0mou/Azi0sXLgwoa1uaw9Us/9wJZb0HMYWpEcdid30KO/O1ENvWb2uYdPgpj0BvdtOT7GnK/pMZ/Qlmj/efG3JN2+3qqry7oqO9TbV11bbV1RwWiVy09IYkHnsYSXTbsYdkGMO2j99aA5Dc51tOnkvnTGkRZ6l3xazu9xF/0xbpGybWWJs/3QqG/xMGpjJmRP7t+ksXncw5DgwSUL0WHbUxf7Dlaw7WM05kwfGZH9ruobmONhcWovVJDFhYAbXnzIioW1trd3XNm3vYBxuiwqXH29AxmG1IDSuQhAEEZtJJKCoVLj8rZYpyypFjc6DLLuZAZn2dq9he/f5w61HovUD/uoyfGIOFfV+NpfUUubyoaEhSgJZdjMgIAhQ03gC3OE6H/gakAU7qqaGVnMJkG4zIQoCiho6jS58jWo8Acpr6jDbMnCrChaTiCCIISeOrCKKYBVDsY8EwKQqWO2hVc/1Xplsh4XvDtVR55VDzkCbmYPllbhkAdbT+KOMtTEeo4kaT4D+GaEtcmlWCVUDUQzFnirIsCEIUFbvxxtUMIsidd5gRF7TNKoaAtR4Arh8IpIYau/egBZZSZRpN3O0XkVAoKrBT1ABBA1N09A0aPDLBBSVXKeVMf3S2FBSi4iAKoDDKiGJsO1QPRl2E2ZRxK0omEQBEQGTCJoQ2oIOoWDas4bn8O2B6lDQdrWBStGBEGOsXJHQDsymJyV25LqymkQmD8rkoumDWb6jrE0n7JBse1SfqWzw89r60jblw/cJWnNWmVi1uyLKWRWRqfNRfKSMwiMBPtsTkgGi8gcVlRpPELMoUOMJ4pcVvAElEpQ/zJoD8PbGQxQ6Vf54ZQYzh+fGdiGb0N1zTVfL9TQuvRSWLIFw5IuGBli2DC6+WOc6f/QRhFd/vPgivPQSrFwJcYZpScZ9MJ7PUuu9pqcwdepUADZs2NDq9+H0KVOmJM0mPRg0aFBUMPVRo0YB8M0337Bo0aJI+pYtW0hLa/2Hmc6QsBNq+PDh3HDDDdxzzz1cfvnlXHHFFcyYMaPdPKqqsmbNGl566SVeffVVKioqmDcv8SNPO8OePXu4+uqr4873s5/9jCeeeAKz2cwpp5xCbm4u27dv57XXXuOtt97irbfe4rzzzms170UXXdTqTRw0aFDcdvRVar1B/Crk282RgU8QhLhfOg0MDHo+rb1cJ3qqWrxO3rbK9gYVhmQ7OHNi/3b1hU4LlclsZSwrrYNaT+zL/FvTZbeYGJrrxBdUGJ7n1DVmXnu2JzIO56VbMQngk1U0TY2shPLJKg6zRH66tdUyA40nEwpAQD4Ws6G9a9jWfW6hXws5kMJ1EggF8g7IKmlWExC63wFZw2aRUDWNgKwSkEERVTwBFU0DsyRgM0k0+GWsZpEM27FrlGU3YxXBo6iYRAG/rGI3qwQUFZMQCuctiuC0mgjKKoEAeAMKggB2SyggPgjRjrMa8IlilDNwxrAcVu2uoMLlZ1eZi0y7meIqD7Kq4bSYOGlUHnZLKC7UrjIXIgIaICtaRL6uceVS+MS+UflpfHeoLnQqoKyiaBpBRcPcGK/JEwhtWbRIoVVgWQ4zFpNAvVemzhvE7W+M5ySA0yyR47QweVAmRdWeSPl13iC1niCCCHZJQtMgy2HGYZVweWW+NzKPgKKy7VAdR6pAERVMkoAkhgKWq5qG3PgCLgCSGLLHapZwWCT6ZVixiCI7y1wEZBW7WcIdUPDL0dv5RAEGZNn44YkjWHjcwA6dsOuLordXxeq0jcVZBRyTEQUsYqjtVjQE8AeL0dDYV+7GJAk4zBJ7Kj24/TIaIAngV7Q2T/FUNDjQIHDp379hSI6dWSNy+dHJIxhT0P5KbYPUZMAAmDsXVqw4lrZ0acgJpRuaBr/7XXTayJFw4ok6FmJg0L2ceOKJZGZmsm/fPjZu3Mjxxx8f9f3rr78O0Ob7f6pywgkn8MYbb+D1erHb7Zx77rnceuut3HLLLVitVgYPHsz//d//sWPHDhYuXKh7+Qk7oVasWMGyZcu48847efzxx/nf//1fnE4n06dPZ+zYsWRnZ5Oenk59fT3V1dXs3LmTDRs24PV60TSN4447jueff55zzjlHz/rETHp6Otdddx2zZs1i5syZvPHGGzzwwAPt5tm8eTNPPPEE2dnZfP3114wdOzby3WOPPcaSJUu4+eab22yEjzzyCMOGDdOzGn2O8EN7nTdI/8zOvXQaGBj0bFp7ua7zBpEVjfwMa5cG7e9s2e050Kxi6GU7VvR0xnVHeRdNG8Q7a/dTr2gcrfdjM4n45FB8pAyHmYumD2Z/RUOLMi1SqFwNsJhCjindriGh96s6b5Acp4UpQ7I4WOXmUK2Xep+MIIQcX+EYTkOzHaTZTVRWeKhRQ84jTQk5xRr8MpoGNpOEIIDTYiLLYWFaYSYZFlBFkXqfjF8ObUGUhJBjyWIOOdicFgkvAl4/iJpGpt3M9KHZFGRY2VRS26bjLOwMzEuzNq6SObYV0WISsZtFBmU7sFvCcadCjg9fUOH4IVnUeINRWxdNooAnIJOXZsVuMTE8Lw1ooMYTRFZU7BaJ0QVpHKrxcqTeBxpYzSJ2s8TwvDRkVUUSfTgtJup9MrKiYTNLZDvMDM9Li5zQFy7fLyvU+4Kt6nEHZFRV45Lpg0OrtGpq8asadouJbIeZQVkOfEGFg1Vu/EGFUf3SOG/KwMh22vAquI+3l/H6+hJ8QRWnxRRajYbG9iMu/LJCYY6De8+fyOwmK4M6dsIGaXqGUljeYZY4VOPFL6tYTaH61HqDrN5TQY0nwMHKBg5UuHH7ZXKdFhRFo3+GlV1HG9hUXMszn++nIMPGtkN11HlkhuTY0ERwWERKqn2sL6rGapJQVI1cp4VqdwBRILICTwsv+eoADSiu9lJSXcqqHeXceuYYrpw9NOa+ZJA6XH55tBNq2TKorwfdFjV89hl89VV02h13gBFmxaAXYbFYuPnmm3nggQe4+eabWb58eWTr2qOPPsqWLVs46aSTmDlzZjdbGh8XXXQRH3zwAR9//DHnn38+o0aN4uc//zmPPfZYxJehaRpOpzP1TsdbsGABCxYs4Msvv+Qf//gHH3zwAZ999lmbW8/69evHpZdeyvXXX8+cOXM6U3SnGTlyJP/4xz8in995550O83zxxRcAXHbZZVEOKIBbb72V+++/n6KiIsrLy+nXr5++BncTgiAwduxY3ZZbdlbfzOE5DOmXySG3GteLXzzl6i2r9zXsKaRavZNlT6r1mUTzx5svVnk95Vp7uc5xWCJxmPRc/aN32W06sVSVIf0ymTGs9SCgcenSwRnX2n3Qu7yx/TO47Ph8lu3xUu8NElBCK6AyHGauO2k4YwrSyXFaWpbpkyPbs2q9QUx1Xl2vYQ12zKpKfoaV+eP6keu08MD7O6hw+XH5QtvnxEbnw/hBGVzzvWGs3rybCtXJxuJaDlaFgpwHFRWn1YQkCQgIkWuU67RwyYwhfFshsqesgZIaN6oaOqltSI6d7EZnnqZBrTeA06ySne5k3th8Lp1ZyLqD1ewua2jimIOMzEzKfC2dgc23Ih6odLPtcD3ugBwJEt7UkTh1SDYzhmVHbV2s9wX4cGtZpLz8dCtpVimy7fPUMflcf8oIVuws4z9fF1PrDcVqy7CZqfcGKa72kukwcc6kARyt9/HZ7gr8ssLkQZmRlVhNy89Pt1H21QEafAoZVhMj8tPIsJvZVeaK1G/60BwKcxx4XPWsPxIgIKvkOizkplmwmkSCqkqOI3SdQ/UJxUoKb77LdpjJtFtQtQAj8p34ZZWK+pCjbGCWjavnDGP28NyoOEsHKxsi2xXDscl8QYUylx+nRWLr4XqGOwaxp7yBA5Vuth6qo7zeT40ngM0soqihVVkev4LZJBKQVfZWNHC41ke5yxfajumXURtXmYV73odbj+IOyPiCoZVzu8pkvH4Je6CBoKLhCyoomobDHFp55wkoeIMhB6imgSJoMfigjvVzDah0B3h61T5mDsvpcEVUb55reirf/z78+MfQrx9cdlnIKZWeDqBTnX//++jPhYWweHFCqpJxH4znM+O9JlHuuusuPvnkE7766itGjx7NySefTFFREWvWrCE3N5d//vOf3W1i3CxYsIAjR45Epf35z39m5syZvP3229TU1DBmzBh+9rOfMXr0aN3L1/10vF27drFlyxbKy8upq6sjMzOTfv36MXXqVMaMGaNnUbry29/+lvvuu6/dmFDPPPMMP/rRj7jxxht5+umnW3yfnZ2Ny+XC7XZjtR57AZnbGBPqwIEDXbYSSo/o/z2F5sFlnRZT5MWveYBPAwOD3k/oBTH2oP2pUraeY1myx8WuKG93mYs31pdS4fKTn27loumDo158Wysz/Aysaeh+Dc2iiF9RyLJbyE+3MnVIFmZR4I0NpVQ2BFA1jYJ0G4Ny7JwxviASfyccDPqT7UdZuauCBp+MX1EQhdDWtNnDc5gzMjcScDrchkqrPVQ0hOo+ONsRcea11b52l7m46+3v2FvuRhQIncxmCsXUan4SYnMqG/w8snxX1NavsGF0XMoAANmPSURBVCMxnBdgxc4yNpfUATCycQve3vKGNvOE6xPW7ZcVXL4gbn8oDlGm3cysETmcP2Vgi7hKTXWdOb6A/245zLf7q6lrPP3SaZVIt5mxmqSo8tYXVfOfb4ralT1zfAHLd5S1OM0xnN6erTOH5fBdoyPJE5AxiSKH67z4ggr+oIqGhjcQOgnTbBIYku0gzWqmxhsg22EmqKjsLWvAr6iYpVAAeG9QIaCoSILAyPw0sp0WtpTW4QnICIJAtt2Ey69EgtynWSUUFfxy6JQvS+O2R6VxJZ5ZEvHJSsSJmW03UeuVIwHXBTqOedUWNrPI/5szjF+fOz5BDQbdydatoTjhCYRhbZ+vv4bvfS867amn4KabdC7IwCBx9Hw/9nq9PPTQQ7z00kuUlJSQnZ3N2Wefze9+9zuGDGkZO9SgfXRfLzl27NgWq4R6C/PmzcNkMvHKK6/w85//vMV2vNraWq644oooB1RTnn32WaqqqhBFkTFjxrBo0aKUj6SvqiqrVq1i7ty5CQUS11ufqqrU7dvEktPnsKG4LuYXv3jK1VtW72vYU0i1eifLnlTsM4nkjzdfrPJ6y0H3Bu3vTNmtBcqeVpjJ1nVfow6J7351FFw9Udq6D3qW17SM9l502yoT0P0abiqu4cONB/BiYbcSOiZ65a5yJgzI4NoThxNQtEh5FkkIOTjqfBwqr2JQv1z6ZdpCpyL2z+C5Lw9QUu2hyuNDFAU+2HqErYfqWbmrnJFCOT9cdFq7bejsSf0j1yhnwlwg5DB7etU+9pe7afAFUTWo98rYJJWZI/p1uBqvo5V8RVVunl61j+2H6/EEQ44Ph0ViYKadggxrxOnX2uq/sG5/sJg1B6qo98qIooDFJKKoGhuKahEQOG/KAIAW5Z/R6BjaV+7G2bh9zuWTqXIH8QVVThiRGymvssHPM5/v56s9ZWiChEYoTpdPVvEGVIbnObBKIs99eYDDtT7cfjlyDUqqQ9s1zxhfgD+oRmyVRIEMuxmnzcSuIy62lNZhlURsFiniLFOUkE2aqqECqgYqGooiUO0Jcqi6ARmROk+Q/DRLY/TzUEB0URSwmSVkRcMkieQ6Q987LRLeYCj+WEPg2JHy4bUGTouE0hhlOrTFLhR0WpRCny2iiF9TI/nFJosUOvNrs6xojXGp2qcvzDU9kUmTWqbpUufmq6AGDIBrrklMl142JbmM3vZ8Fqtsb+8zbWG327n//vu5//77u9uUXoGxaTcORo0axSOPPMKtt97K5MmTowKT79y5kyuvvJK//e1vbeb/fbMB+/bbb+fuu+/m7rvvjtmGiRMntpoeCASwWCyo6rGAmoIgIAhCVBqAKIqNp9VoHcoCuFwu3fSqqorL5QKI2Ybwck9N0yL5c52WyIN5GFVVo2RjqUcyZJvWub26NaWtaxmPbGfvfWdlNU1rcW3i1dtanROVDd+H9tqJKIpx3aPWZFurd7x6m16fsN3h9t+ebGt6E+lzYb1N69GRbPPr21m9EPvY09l2EratO2RzHGbOnNAvIivLcovr05be5vcz12nhrIkFUWmqqnaqL7c3fuWlWVuUF97aFW+/b1rn9mSbXq+m16dpWltjTyztJMdhZlphJh98d5gKr4oqBDFLIhpQ6w6wvqiGNKuJO88dF3GCPPrxHrYdrsMkCkiaHAom3eDHF1RAg8qGAA3+0FapoKwRVAQOVrlx+4MUaz4uqPdSkOWMae5TVZVqT5D/fF3E+qIafEEVi0lEVkMBp/2yhlmEIdn2du89wPFDshiSbWd9UQ21niDZTivTh4aOHX/g/R0h/bKKWRQi9fcGFE4YnsP88QXIqkaW3cT0oSHnY9N7f/yQLPaWudhb5kJRNMJn0alayHm3Zn8Vo/s5WXL66Ej5WQ4zM4fnsvZANeV1PkyiQGG2nb2ySkBRUAIqQUWjssGP2rjC5+63t/LJjrLGFT/HHDeSAA2qxq6jLg5UufEGVIKKiig03nNCWzg1TSPDakJAwySETj0cnu8kP92KVRJZc6CaWm+oDQy1OpAVlaHZdmrdgVBgcLNEms1EVYOfgBKqpscfck6JkoDFJOCTQ9vnFFFAFATSbCZMQui0RFEQCCgaAUXGGwydBqiqIT3heGOSKGA3S8iq1hh0/VgbFtAQEDFJodVQJkUgqGiRlU+SGFolKIoCqhJymLVP+MzAY5gkgfx0S4f9E1qO2V3xXNjWnNiW3rDORJ8Nespc0ly2vWeDpnVO6HlzwwbE99+P+k69/XawWCLH8SUy78TzzKH3fJbIvW9t7or3fsY638fSB9qyIZ7n8Vhkm5Yftqcjvd31XmKQuhhOqDi55ZZbKCgo4LrrruPTTz+NpI8YMYL58+e3evrdKaecwg9/+EO+973vMWDAAEpKSnj99df5/e9/zz333ENGRga33HJLp21TVZV333038nnatGkMGTKE9957L9IR7XY7Z555Jnv37mX79u0R2alTpzJs2DA++OADZDn0S6HFYuGss84CYNmyZRHZSZMmMXLkSD7++OPI8kZJkjjvvPMoKSlh48aNEdlx48YxduxYVqxYgdvtjrL38OHDrFu3LvJ59OjRTJgwgc8++4z6+vpI+oIFC6isrGTNmjWRtG3btjFlyhS+/PJLqqurI+lnn302LpeLL7/8MpI2dOjQyLGZTetxxhln4Pf7+fzzzyNpgwcPjpx60FQ2fIrjypUrI2n9+/ePBKFrKnvKKadgtVr5+OOPac6WLVsoKiqKfD7xxBNJT0/nww8/jKTl5ORw8skns3XrVvbv3x9Jnz17Nnl5eVFlZWRkMG/ePHbs2MGePXsi6TNmzGDQoEFR7cHpdHL66aeze/dudu7cGUk//vjjKSws5P3330dRQg/xNpuNs846i/3797N169aI7OTJkxkxYgQfffQRgUAo6K3JZGLBggUUFRWxefPmiOz48aEVDStWrMDrDZ2bLQgC559/PqWlpVFHnY4dO5Zx48axatWqyAMCwMKFCykrK+Pbb7+NpI0aNYqJEyfyxRdfUFtbG0k/99xzqamp4euvv46kDRs2jKlTp/LVV19RVVUFhO7VmWeeicfjYfXq1RHZIUOGMG3aNL799lvKysoi6aeddhqKorBq1apI2sCBA5k5cybr16/n8OHDkfS5c+dGHiLC96mgoIATTjiBTZs2UVJSEpE96aSTcDgcLF++PJKWm5vLSSedxJYtWzh48CBNkWU5qp1kZWVx6qmnsn37dvbu3RtJnzVrFgUFBVH3PsyuXbvYtWtX5HN7Y8S+ffui6tHWGHHOOedw4MABvvvuu4h8e2NEaWlplN62xojwSRxN23s8Y8SIESOYPHlyzGPEcccdxzfffENFRUUkva0xYvr06axdu5ajR49G0tsaI2bPns3GjRsj9YbWx4j8/Hy+973vRV1HSI0xIozeY8SECRMYPXo0Kxoj5y5btkyXMWLkyJEArF69mrq6ukh6rGPE5iqBPa5MVA0kFGyaAgL4hNBKni0Hy/jb6yVMzdXYXCVwRM1H0DRsvtrQqXW+GqoUC/vKwe324PIFUJTQSpj8dHvIIRX0U1XnQ7LBK5+u42cXnRrTGPHNN9/QkDWS74oq8PkDSAI4AEeanXq/gtcfYFvRUf72+hFOHZkZ8xhRkJ7O/Nnz2blzJ69+tZsNpQI+v4DVbCInzUpDQwNuFXx+he3FZVxw/GBGWl1s376RrxubYPMxYkOZgLtBQhRtePwyiixjEiEgQ42ssnJXBfkN+7CofhyAIknkTT6P/YfKKD5ShgAcqhDwaRJmswmLIBMMBtl7uIpH3/qKiWNH8NG2o6iRF41jDpSQ30tFVsEbVNAa01VNwyRoKBpoCByocvPO+oOoqoJbFrAIYJXSQJEpPnSUugaoDwiYJYGialDkAJKmImsaXlkgL8eJgIbbH4zEW1IJObmsgkK9W0bRQFZD6aqmUFXnJsusEQwKiKKILyhTWtWAx6+gaKEamCQptLIpKGMB5ICMKygSVBtP+iPkUNIAUdBIs5jx+nz4ldBqK00IxR9DA5ugIQgqfgSORZhq+nLWPK6LFpXuEBSy6/bw7rt72n2OGDx4MHBs7IpnjAjT1hjxySefRD1HABw6dCjqebOtMULTNI4ePdrhc8SyZctiHiOALn2OkCQp6h1Dj+eIOXPmkJ2dzftNnEerV69m7ty5MY0R6enpzJ8/n127dpHx058ykCbk5fHB4MHIjfLxvmucc845EVvD7UePd40LLrigxbtGGD2fI5YtW5bQc0TYrnCd43mOgND2sKbtJPwc0fxdIxyHuemzQVvPEbNmzWoh29ZzxJEjRxg8eHC3vmu0NUaEnyMURUGSJAxCjjlRFNm+fTtjxoyJ67oIghDps3qhe0yoZHHxxRdHNdhY+Pe//x3pXM2JJSaUpmksWbKExx9/nBtvvJElS5YwcOBAtm3bxm233cbq1au57bbbeOSRR2KyZ/ny5Zx11llkZmZy5MgR7HZ7XPVpSnjPq8fjiaTptRLq3XffZcGCBZEll51dCbVs2TIWLlwYWTXSkQ3Nf71ZtmwZ5513HpIkxfyLQ1v1SIZs0zo3p7evhHrvvfeirk28evVeCbVs2TIWLFgQGXi74ldJVVVb1LuzK6HCbT6cpy3Z1vQm0udEUURRlKh6dHTvFUWJur6d1Quxjz296ddrWZYj1zF8fdqSTcYY0d74pdd40rzOnR0j2hp7Ym0nL68t4ZnP91NW5ybTYcdhDY0XnoCCJ6CQ6zRz/ckjuGzmEF5eW8J/Nx/GZpbon26luLiYwsJCjtb7Kap2NzoURGo9oVhFDouEJyCjqKHTXlVfPdfMn8yVJwyLae5bsGABr204zP99vo8adxC7RcJhOWZfXYOXgmwnP2q0L5F2svTbYp75fD81nrB+E6BF1f9Hp4zksplD2r2WH249ylOr9lFc7cEkCWTbLWho1HlDwdqH5jr58dwRnDWxf5QNH3x3hNfWlXCgyo0voBBQNTJtJuq8MlaTiNUkkp9hZeuhOjyB8DVruYIHGh0yRLtcbGYRCXAHQ3kzbSYGZzsoqfEgKyr9M21MHZKFpmp8srMCb1DGJIhkO80EldC9CKpglgTSbWb8wdBWwZAF4W1yGqIoYhZBFARkVYvEZ7I0noynahoCAoIQivXkl1U0LXQdLSIE1ZDGxrtFo7lIIkiNK6ggtJrKaZHwBUMxorTGy9HUlWQSieRvn2PXUSAUuP3MiQVMGZxFlt3MjGHZ9Muwt9qmNE1rMWZ3xXNhW3NiW3rPO++8Fqsi4nk26KlzSUcrocJ1NplM8Y0RW7ciTJ4clc4DD6A2e3eKd36I95lD7/kskeeIps894bmrq+b7WPpAa7JhfbE+j8ci29G7WCq9l4TfrftCzOSOGDZsGIIgsGLFCoYPHx75HCsHDhzQ1Z4e64SaMWMG69evjyvPypUrmTt3bqvfxeKEev7557nmmmtYtGgRb731VtR3LpeL8ePHc+TIEbZt28a4ceNismnmzJmsW7eOFStWRDzgidBVgcnDnT3cybtbX6L548mnt6ze17CnkGr1TpY9fbHPxCOvt1xvI9XqnQx7Uq3PfLj1CE+u3EtxlQezJJJpNyMIUOMJICsaQ3Od/GTeKM6e1J8Ptx7h1XWl1HgCjC1IQ2h0Q+wqa0BWVEDA7ZfxBmUCSjNnillkeJ6TS2cM4exJA2Ku00fbjnZgn4OfzBudcKyyeOrfHpUNfm56YT3bD9c3Bgs3EWh0tFjNIgOzbFwyfQg/mFXYIt8jy3fxxe4K6rxBLJLY6JyAbKeZggwbByvdlNX7Qiue2sEshlYhNRWTRBARGp08oa2LM4blsLmklqP1jdsAcxx4AgplLh+yomE3S0hiaHtdnVdGECDNasIsCtR6Q7GqtCZlBhUNVQttg7ObQ6cohk+1QwCHWWJglh0EjUM1Pvyyis0k4m/cMuj2K6hq69vnRIhKF4WQo0vVQmUCcQcit0ghu9TQEjHMZpEsh5mhOU4cVhN13tDJg5IokO0wU+eVqffJZNhM5KZZqGoIUO+TyXWaOXNCfy44flDM8eGMuSa5HD4Mr7yi0a+fxhVXJFDnK6+El1469jkrC4qKICOjU3b1xbkm1Z7PYpXtSX2mLx3c1dPosdHE1q1bF+kEsf615YCKlf/85z9AaBVWc9LT0zn77LNRVTVqyWVHhI88bH5EYirRdElxKuhLNH88+fSW1fsa9hRSrd7Jsqcv9pl45PWW622kWr2TYU8q9ZkZw3IYlZ+GgIY3qFDZ4Kfc5ccXCL2Ej+qXFgmIPmNYDv0yrMhKyPF0sLyu0QGlMbJfGqP6pWE1iwRkjUBQ5Wi9H7+sRpwOaZLK9KHZcdVpxrAcRvVLQxKFZvYpCGiMzD9mX8L1b1V/y/q3R16alblj88m0hwKAK6qGtdG5kWYzkWW3kOWwtJrvkumDGZ7nxGqSCCgaVlNoJdLwXCfeoIKqQSzvPhqhmEotaEySRHBaTdjMEiPy08i0mxFFAU9AwWIScVokCnMd5KZZsJpFFBVsZgmnReJ7I3IZkGXHJInYTCJWk4DVJGK3mBqdVmASBUyiSJrNxIAsG6P6pTE4205OmoXzpw5k4ZRB5KZZGJhlY9yADGYNy8ZmlhAF2ozfFOWAAsySGAlCLjSmiYJAa9VuE0EgP83K8FwbA7LtWE0SVe4ga4uqWbGznPVFtWw9VM/mkjpW7qpkQ3Ete8sb2FBcy8fbyyOfvz1Qwx8/2sWN/1nP+qLqjsttxJhrup7PP4d582DwYFiyRODhh5WOMzVn7154+eXotJ/+tNMOqDB9ba7pTP6u6jOxyvaFPmPQtfRYJ1R3EN6Lm9HGYBtOb7pvuCNqamoAWo0llQpomsa3337bYmlod+lLNH88+fSW1fsa9hRSrd7Jsqcv9pl45PWW622kWr2TYU+q9Zm8NCtXzi5kiD1IVqNTQhIFspxmpg/N5qoTClucBDdxUAbZDjMVNbVkO8xMHJTB4hOGctUJhUwdksWwPEdoa5tZwmERGZbrZMqQLEYIZaHT0eKoU16alcUnDGX60Oxo+xwWhtiDXDm7sFOnIrapv5X6d8RlMwuZNSKHLEfIiZPtsOCwSthMEvkZ1jadWdOH5nDPwomMH5BOpt2M1SxSkGGjqnE1VpbDjN3SNJ5F6/da1ULBvJv6Y6TGVVWhbWoiw3MdjfW2kJtmYUi2g++NzOPUMfmMKcggzWpi8qBMRuSlMTTXQabdxNiCDM6aNIBLZgxmSLaD7DQLkwZmMnlQJqPy07CLQYblOijIsJFuNzEiz8m0wmwmDMzAaTUxJNvB4BwHQ3LsDM524LSaGJxtJyBriAJoWugBXYA2nUmh7zSy7GbMpqbbZgRMkoCliXOqI2RFpdYTpLjaS7nLT603SEBWUZp4vJpva2wNDQ2/rLKltJZnvzhAZUPHp+oZc01yCARg1apQ2wLYutXMzp1x1vmhhyKBxwFISwMdYtpC35xrUu35LFbZvtJnejvXXnstzz33XIdyzz//PNdee63u5RuByeOgf//+7N69m3Xr1rW6n3jt2rVAaM9lLFRUVPDFF18AoQDBBgYGBgYGBt3P9KHZ/GCkinnoKL4rrQcEpg7JZN64fi0cMNOH5jA018naA1V8FjjKqdMHM3N4bkRuaK6TdQdrKK3xUOHyk59mZXCOg2mFmXy98mCC9uXw8EVOVuwsZ0tJLSAweXAGwaKNMa+sild/W/Vvj7BDy2aWqKj34w7IOC0m8jNCzrv2dI0pSOfWM8bw2vrSSN4ch4X8DCuzh+fwxIq9eANu5FaWDIV9L6IgYBYFMIkEZRVJErCYJCxSaDteutXEUZcfr6xS5w0iIDBxUAY/PyO0Sv2R5bvYdqieomoPmXYz7oBGmtXMoBx7xIG2obiWbYfqCaoamXYTdZ4gNgkmDcoCAfaVu3EHFEyeAHXeILKiRTngVu2uoMLlZ1eZC49fweWTIw4fUWjb8RNOt1kk/LKCtzFB1TTMjY62mNHAJytoKghaTMGj2iWoaHyxt5LfvrONQdk27GYTVZ4AHn8osK3TIjEkx8mQHDvTCrM6XZ5Bx8ybBwUF0HQBy8svC9x3X4wKiorg3/+OTvvxjyE3VzcbDQwMksfzzz8P0KGD6csvv+Rf//pXTA6reDCcUHGwaNEiPv/8cx599FEWLFgQFeT8ySefZPXq1aSnp3PmmWdG0r/55hu8Xi9z586N2jd78OBBrrrqKtxuN+eff37kVBEDAwMDAwOD7ifdDAunD+GymR0vGs9Ls3LWxP4E9mucNbF/VEDXvDRrq/GTWgvGHw95aVYunTGES2cMieh79/DGTulsT3+ihJ106w7WUOsJkOWwMGNYdkzOrPbyegIKz64+QFmdF08gtLVIAHLTLOSlWREaVxT5ZQWn1Ux+uoUMmwlREMlPtzK+fzrfHKxu4eBq6hy7ZPpgoKUTrD2ZbKcZmx+unF2IKAqtOtHazO/3YDVJKIqGIIS2MAptBHgKr5IKBENBzUWRSEwov6wixuiICqsP+54kUUDpKNhWB2hAg0/mw21HsZpEgkooZlbYHlEIBezPdlpIt5rIVAS2frATp8WENyhjN4f+zUuzkekwAxp1HpniGg9uX5CSUoG172xjaG7IkTVjWE6nVv/1BSQJLr0UnngC0tM1ZswoYf78wbQW0L9V/vhHaHo6ls0GS5Z0ia0GBgapQyAQ6JITBhN2QhUXF3eq4MLCwo6FupgLL7wwEospvNXuqaee4u233wZgwIABUQHIb7rpJt58801Wr17NnDlzmDNnTuR0vO3btyNJEn/961/JycmJ5Nm5cyfXXHMNAwYMYMyYMfTv35/S0lLWr1+Pz+dj4sSJPPPMM8mrdJwIgsCoUaN0CzzXWX2J5o8nn96yel/DnkKq1TtZ9vTFPhOPvN5yvY1Uq3cy7Em1PpOojq7qM7HKplrbaUpbjrjO5L1y9lBmDsvhjfWlbCs6isOZzsQBGYwdkBFZZdSR4+ukMfntysTiQGspYybdZ2PGsBwEQYgrf2mNh1W7yjlU6+VwrQ+5SbDxMAIgNp6QZ5NEXH4l4tDJdlg4UOnGLytoNG5FbGwOitpSlygQOanPF1QRBAGluVBcHGt7WmOZ7kDrsYcCioIn4EUABCS+qy1C1RqdYKqGxSSGthY27in0BRWCioaiamiaxObqkihH1pRBmWjAtkN1lNZ6UTWNTLOVorS9XDF7aJtOqlTuN3pz441w6qlwzjlw4ICLCRNirPPhw/Dss9FpN9wQWlqlE31xrkm157NYZftSn+nraJrGhg0byM/P1113wqfjNT1KMu5ChdCRzN3NsGHDKCoqavP7oUOHcvDgwai0QCDAk08+ySuvvMKOHTvwer3k5+dz4oknctttt3HCCSdEye/YsYMnnniCNWvWUFJSQk1NDU6nk/Hjx3PJJZdw0003RY6P7AxG9H8DAwMDAwMDg57N+qJqXltfysaiGoqqPARVFVUNBVE3SSL90m2YJIE0iwmfrCAKAnlpFq49cThThmTxz9UH+GjbUbxBBatZJN9pw2wSGJRlZ3eZi4NVHoKyhtUk0C/DxtgB6VS5/Hx7sIagojauwNKnLuG3hFhfNMKrsprGwgrnTdQ3JgBjC9J54PuTmD40p0N5g1ZYsgQee+zYZ4sF9u0LRTk3MEhhjPfjaObPnx/5/6pVq+jfvz/jxo1rVVaWZfbt28fRo0dZvHhxZPueXiTshGq+vSxeVq5cmXBeg5Z0VSdTVZUvvviCk08+OWp7QXfpSzR/PPn0ltX7GvYUUq3eybKnL/aZeOT1luttpFq9k2FPqvWZRHV0VZ+JVTbV2k6ySLV662FPZYOfdQdr2HW0nm2H61E1FVEQmTgwg7H9MxiR72RfuYtvN29n1tQJUTHImuZvbfVVa99VuwNc/691HKrxIAgQ1MEJJYkgEFrVFHYstfbC0dTxBMdOPTSJAkrjK0pnnWICMG9cPn+8eGqLFVGp1n6SQVx1rqiAoUPB6z2WdsMN8Le/dZ9NKVJGb3s+i1W2J/UZwwkVTdP7JQhCh8HlzWYzZ599Ns8++yx5eXm62pLwdrxVq1bpaIZBKlNbW5tS+hLNH08+vWX1voY9hVSrd7Ls6Yt9Jh55veV6G6lW72TYk2p9JlEdXdVnYpVNtbaTLFKt3p21J7wFsb0tjKPynQT2r20Rg6xp/vZ0N0+7/uTh/OWjrSiSlQa/jL+1iO+tIBByOIXEQ+4kUQBJALnJ8qX2A6yH8oUdUJF4Vlpb+Zq6rdojJKcBW0rrWHewptXrkmrtJxnEXOfHHot2QEkS/OpX3WtTCpXR257PYpXti32mN3DgwAEgtM1uxIgRXHzxxfzpT39qVdZisZCXl4fZbO4SW4zA5AYGBgYGBgYGBgZ9mCtmF9JwcDM1mYOocAWQJIFPth2hxtt6TCcAq0nEJIYDoKuRQOqiQOTUwrgO6dNCK6FUTQvpVUGnnYHUeoLc+853LHl1EwIag7Id3H7WWE4f10+nEnohNTXw5JPRaVdeCcOHd489BgYGnWLo0KGR/997770cf/zxUWnJxHBCGRgYGBgYGBgYGPRxBjjgR2ePO7ay6uKpLN9+lDvf2EKlOwiACAzMsmIxmzCLAjWeIKqqYdFE5EAAm9WCommomoY/qCKJQpPT8TQU9ZhjShSOxXoKr21StdC/sqrp5oCiUV+ZKxD5vLusgRv/s57zpgzgNIeOBfUwXC54993QyXmm5m+FTzwREggjCHDnnUm1z8DAoGu49957u7X8hGNCtce2bdvYs2cPLperzb2GV199td7F9mm6as+rpmnIsozJZNLlFITO6ks0fzz59JbV+xr2FFKt3smypy/2mXjk9ZbrbaRavZNhT6r1mUR1dFWfiVU21dpOski1evfWuaZ5LKkR+U72V7gprfFQ4fKTl2Yl3SoiSiL1XpkKlx+HRcITUHBYJKrcATx+haoGPyU1bnxBFZdPRtU0gooWORUv/K+qaQQU3V9RWmAS4YnLpnL2lEEp0X6SgapqvPmmwquvSrz3noDXCx9+CGed1UTI5QrFgqqpOZZ22WXw8stdYlNfnGtS7fksVtlUG3Pbw4gJFRvFxcUcOXIEv9/fpswpp5yia5m6roT65JNP+PGPf8y+ffvalNE0DUEQDCdUD6KmpkbXoxk7qy/R/PHk01tW72vYU0i1eifLnr7YZ+KR11uut5Fq9U6GPanWZxLV0VV9JlbZVGs7ySLV6t0b55rWYkmNKUiP/F/TNCoqKsjPz+/wxTTs0Ao7sNSgD9Fsi3JavbflCPsrGuhqP5SswpMr9nD2lEFdW1AKIQjwwAMamzYdu09LlzZzQj39dLQDCuA3v+lSu/riXJNqz2exyqbamGuQGM899xy/+93vKC4u7lBWUdremp0IuoW0X7duHQsWLKC4uJgrrriCyZMnA3DHHXdwySWXkJ2dDcA111zDPffco1exBl2Mpml8/fXXHUbPT5a+RPPHk09vWb2vYU8h1eqdLHv6Yp+JR15vud5GqtU7GfakWp9JVEdX9ZlYZVOt7SSLVKu3Mdd0nD/s0PrhySP41dljmUQxvzp7LLecPoZfnzueW04fw/xx+dgtpjbCj8dqY2xyR2sbUqb9JANN05g2bWdU2ptvQtRikV27ojMtWgSN73ZdZVNfm2tS7fksVtlUG3MNEuOf//wnP/zhDykqKmLSpEl8//vf5+qrr27zT290Wwn10EMPIcsyH374IWeccQbXXHMN3333HQ888AAQiqJ/ww038N5777Fu3Tq9ijUwMDAwMDAwMDAw6EVcNH0IH24rw+2Xu7wsp6nvvUyfdNJh/vnPSWhayM3ncsH778P3v98o8Oyz8NOfwoMPwuuvd/kqKAMDg+Ty6KOPYjKZeOONN1i4cGHSy9dtJdRXX33F8ccfzxlnnNHq91lZWfz73/9GFEXuuusuvYo1MDAwMDAwMDAwMOhFjClI50enjGBAlg1Jt7eV1jljUN9zQuXk+Dj11Oi0pUubCR13HLz6Khw8CDNmJMkyAwODZLBnzx5OOeWUbnFAgY5OqOrqakaNGhX5bLFYAHC73ZE0q9XKySefzMcff6xXsQZdjCAIDBs2TLfAc53Vl2j+ePLpLav3NewppFq9k2VPX+wz8cjrLdfbSLV6J8OeVOszieroqj4Tq2yqtZ1kkWr1NuYa/eaaK2cP5flrZnHlrKFMGZTBgEwrg7JsFGaYGJBpjUV7TDacPz112k8yCF/zH/wgOv2996C+vpUMhYVJs6kvzTWp9nwWq2yqjbkGiZGTk0NaWlq3la/b6XiDBw9mypQpvP/++wDcddddPPTQQ2zatCkSHwpg4cKFrFixIso5ZdB5jOj/BgYGBgYGBgYGvZ3l249yw7/XxxwZqiOmF2YRVFR8QRmnzcLkgRlcNWdYVOD13khVFfTvD3KTHY///jcsXtx9NhkY6Inxftw2N910E++88w779u3DbrcnvXzdVkKNGjUq6lS8WbNmoWkaf//73yNpe/fuZcWKFYwYMUKvYg26GFVVWb16NaqqpoS+RPPHk09vWb2vYU8h1eqdLHv6Yp+JR15vud5GqtU7GfakWp9JVEdX9ZlYZVOt7SSLVKu3Mdd0/Vzz0DsbdXNAAawvrmXLoXp2l3vYWFzLv78p5szHPueEBz9hzYEqHUtKDcLXPDtbjT4Rj1a25CXZpr4016Ta81mssqk25hokxoMPPkhGRgb/8z//Q21tbdLL1y0w+bnnnssdd9zB1q1bmTRpEmeffTZDhw7l6aefZu3atQwePJgVK1bg8/m47rrr9CrWIAlUVek7AXdWX6L548mnt6ze17CnkGr1TpY9fbHPxCOvt1xvI9XqnQx7Uq3PJKqjq/pMrLKp1naSRarV25hrujZfnU8mtt/RNWLbkte63NF6P5f9/Rt+dMoI7jx3fFw2pjrha3755bBs2bH0jz+GykrIy+s+m3pSGT2lzxhzjUFzbrvtNiZMmMDrr7/O8uXLmTFjBoMHD251m6UgCDz77LO6lq+bE+rqq68mMzMzYrjFYuG///0vl156KWvXrmXt2rWIosgPf/hDbrnlFr2KNTAwMDAwMDAwMDDoIzgljeoklvfvL/dz2vh+zB6em8RSk8MFF4DdDl5v6LMshw7Du/HG7rXLwMCga3n++ecj/6+rq+PTTz9tUzalnVD9+/fnhhtuiEqbPHkyO3bsYOfOndTU1DBq1Cjy8/P1KtLAwMDAwMDAwMDAoA9x5mCN53aj65a89vAp8KN/reP0CQXMHpHD/HEF5KXFEhg99UlLg4ULQ4fghVm61HBCGRj0dlauXNmt5esWmNyge+mqwGuapuH7/+ydeXgUxfb3vzNZJiuBBAhLAiEsgbCHNRB2DCA7ooj+XC4oenlxvSouXFBQcUEvqIh6VVAvIiKCQtiEgECAkEDYJWwJJCwhG5A9mZl+/4gzZJKZpLunulMzcz7Pk0em+nuqz6muUzVTdleXlsLLy4vJWxDsrU+uvRQ71lrWbego8Ba3Wv64Ys5I0bPWORu8xa2GP7zljNw6lMoZsVre+o5a8BY3zTXqzDVzN57F78evSfbTXjQA3LSAt7sbWgZ6o29YoMNtYl69zTduBCZPvntcowGuXAFCQurPJ0c4h6PljCvONbQxOb8w25iccF6Ki4u5qk+uvRQ71lrWbego8Ba3Wv64Ys5I0bPWORu8xa2GP7zljNw6lMoZsVre+o5a8BY3zTXK2hUXF2PZgz3w1aO9ENLIS9SuT6wQAOiNQEG5AWdvFJo3Me/wxhbM+j4J57IKVPRGPlXbfMwYICDg7jFBANaurV+fHOUcjpQzLLW8jbmE4yF7EWrhwoVYtGgR8vLyzJ/F/i1atIhZAISyCIKA/fv3g9UNc/bWJ9deih1rLes2dBR4i1stf1wxZ6ToWeucDd7iVsMf3nJGbh1K5YxYLW99Ry14i5vmGvXmmtjIZtg/dwTS3huL5Hkj8eHUbpjaqyV6tW6E1kHe8HczIsDbHX46LRp5u8PHQwt3rbUtyO1vw3KDgB1nbmLy8gSsTrxsd31KUr3NdTrLO6EA9d+S54pzDW/fz8RqeRtzCfvIycnB0qVL8fDDD2PUqFH44IMPzMdOnTqF33//XZFFR9l7Qr355pvQaDSYNm0aAgMDzZ/FdEiNRoN///vfck9NEARBEARBEAQBAGjsp8P9vUNxf+9QAJWvkd+0aRPGj78HecUVSE7PR2Z+Ma7kFSOvqAzXb5chp7AUl3NLmPpRVG7AJzvPo09YoEM9ojd9OlBln2IcOQKcPw+0b19vLhEEoTA//fQTZs2ahaKiIgiCAI1Gg5YtW5qPnz9/HlOnTsWqVavwyCOPMD237EWolStXAgCaN29u8ZkgCIIgCIIgCIIHLmYXYs3hK0jLLkSFQYDOXYP84goUlesVOV9OURnWH8nEa/d2UqR+JRg+HGjaFLh5827ZmjXA/Pn15xNBEMqxb98+/N///R8aNWqEt99+GwMHDkSfPn0sNOPGjUNAQAB+/fVXfhahHnvssVo/E85DaGgoV/XJtZdix1rLug0dBd7iVssfV8wZKXrWOmeDt7jV8Ie3nJFbh1I5I1bLW99RC97iprlGWTspc8h7W8/if4cuo6TCWMtDd2x3lTIageyCMqZ1sqZ6G7q7A/ffDyxffrdszRrg3/+u3Ki8PnxyhHM4W86I1fI25hLSWbx4MTw8PLBz5050797dqsbDwwMdO3bE6dOnmZ+f2dvxrly5Aj8/PwQGBtaqy8/PR0FBAVq1asXitMTf0O7/BEEQBEEQBFFJYlouZq5KQmGZQdXzummBJ2LCHepOKABISABiYizLUlKAHj3qxR2CsBv6fWybwMBAdO/eHbt37zaXabVaPP744/j222/NZdOmTcOWLVtQUMD2pQvM3o7Xpk0bvPzyy3XqXnnlFYSHh7M6LaEwRqMRhw4dgtFo5KI+ufZS7FhrWbeho8Bb3Gr544o5I0XPWuds8Ba3Gv7wljNy61AqZ8Rqees7asFb3DTX8DPXfPjbEZRUqLsABQAGI5B4KZfbN+XZasPoaKB1a0utWhuUu+Jcw1vOiNXyNuYS8igpKUFQUFCdujt37kCjwO2QzBahBEGQtEs/4ThkZWVxVZ9ceyl2rLWs29BR4C1utfxxxZyRometczZ4i1sNf3jLGbl1KJUzYrW89R214C1ummuUtROrzy4sgyDqdzL73yXHMm8j9j97EfHGFiz47RRyCvl6PM9aG2q1wLRplmU//QSo9bPNFeca3nJGrJa3MZeQTuvWrXHixIlaNXq9HidOnEC7du2Yn5/ZIpRYcnJy4O3trfZpCYIgCIIgCIJwEfzdBWhU/6VjSZlBwHcHL2Pssn04cjmvfp0RwfTplp+vXAEOHqwfXwiCUI5x48bh4sWLWF51I7hqfPzxx7hx4wYmT57M/PyyNyYHgL1791p8vnHjRo0yE3q9Hqmpqdi2bRu6dOliz2kJgiAIgiAIgiBsMqyFgPRiNxSWq/9IXnWyCspw/4qDeDG2A+YMb1/f7tike3egUyfgr7/ulq1ZAwwYUH8+EQTBnldffRU//fQTnn32WRw6dAgTJ04EANy8eRObN2/Gxo0bsWrVKrRq1QrPPvss8/PbtTG5Vqs1PyMoCEKdzwuaNKtXr8aDDz4o97SEFZTaeE0QBBQVFcHX15fJ86D21ifXXooday3rNnQUeItbLX9cMWek6FnrnA3e4lbDH95yRm4dSuWMWC1vfUcteIub5hq+5ppP/szA/w6lo7iCzf41Vc8o9weUmwZ4f2o3TO1VP28Yq6sNFy4EFiy4+7lpU+Dq1co36NWXTzyew9lyRqyWtzG3Nmhj8to5e/Ys7r//fpw+fRoajcZiPUcQBHTs2BEbNmxAREQE83PbNZw8+uijZke/++47tG3bFgMHDrSq9fT0RIsWLTB+/HhERUXZc1pCZQwGtv8Hyd765NpLsWOtZd2GjgJvcavljyvmjBQ9a52zwVvcavjDW87IrUOpnBGr5a3vqAVvcdNco6ydlDnktXs7YkRkU6zYfRHHM28hv7jCpl6rqVxkMgq2F5gEVGrs2SbJIAAvrTuBHxMv49fZMXUbKEBtbTh9uuUi1M2bQHw8EBtbfz7xeg5nyxmxWt7GXN7Zs2cPhg0bZvN4v379cOjQIRU9qqRjx444fvw4fv/9d+zcuRPp6ekwGAwICQnByJEjMXXqVLi5uSlybruelF61ahVWrlyJlStXAgBiYmLMn6v/ffnll1iwYAEtQDkYgiBgz549zDaTt7c+ufZS7FhrWbeho8Bb3Gr544o5I0XPWuds8Ba3Gv7wljNy61AqZ8Rqees7asFb3DTX8DfX9GsThFUz+iJlfix2vDAY47s3R1N/Hfy93BHsr0PHAANGRzZFt5AAtG7sgwbe7vBw00CrqVyY0gJw0wKebhr4erpB566Fr6cb3O3cb+rolduI/Wh33ULG1NWG7dsDvXrd/azRAEeP1q9PPJ7D2XJGrJa3MdeRaNu2LR577LEaf2PHjq03n7RaLSZNmoTPPvsMmzdvxtatW/Hf//4X06ZNU2wBCrDzTqiq0GsaCYIgCIIgCILglQ7B/vh0+t3/IW40GrFp0yaMH98LecUVSE7PR2Z+Ma7kFSOvqAx3Sgxo4O2GQB8dgvw8UVxugI+nm/m/3+xPw51SvWx/zmUXo9O8Lfjr7XtZhMeMhx6qfFve9OnAAw8ALVvWt0cE4fjExMRg1apV9e0GAGDGjBmIiYnBjBkzatWtWrUKe/fuxbfffsv0/Ao+3UsQBEEQBEEQBME/jf10GN2lmSSbMV2b44EvDuBWifyFqBK9gLBX49CioRcGtg3Ck4PbokOwv+z6WPD888CLL9arCwRBKIhpMayuRaiEhAR89913fC9ClZWVYc2aNdi7dy+uX7+OsrIyqzqNRoNdu3axPDWhIC1atOCqPrn2UuxYa1m3oaPAW9xq+eOKOSNFz1rnbPAWtxr+8JYzcutQKmfEannrO2rBW9w01yhrx9Nc0yHYHy+P7ogPtp7FbTvuiAKAa7dKse7IVaw7chWD2wfh42k90dhPZ1edtqgrZq2djxrKwRXnGt5yRqyWtzGXUI7y8nJFHsuz6+14Vbl69SpGjBiB8+fP1/mMqEajoQ3NGEO7/xMEQRAEQRCE+pzLKsCn8eex/9xN3Cox2LVxeVUa+3mibRM/jOocjAk9Wiq2KEUQzggvv49NG5MPGDAAgwcPRm5uLho3boyYmBiMHj0a2npY9dVqtXj88cdrvcNJEAR069YNeXl5uHr1Ktvzs6ro5Zdfxrlz5xAdHY3169fj5MmTSEtLs/p36dIlVqclFMZoNCIpKYnZnl/21ifXXooday3rNnQUeItbLX9cMWek6FnrnA3e4lbDH95yRm4dSuWMWC1vfUcteIub5hrXnGtMe02lLBiNtPfGYscLgzGqc7BddQJATmE5EtPysHDzXxj50R7s+ivL7jp5yxnANeca3nJGrJbH/uMoHDhwAO+99x7++9//YvHixRg7dix69OiB8+fPq3L+4cOHm/8AYNu2bRZlVf8GDx6MkJAQnDlzBvfccw9zX5gtQm3fvh2tWrXCzp07MXnyZHTu3BmtW7e2+Uc4DteuXeOqPrn2UuxYa1m3oaPAW9xq+eOKOSNFz1rnbPAWtxr+8JYzcutQKmfEannrO2rBW9w01yhr5whzTYdgf3z5SG/MGhzOrM5bJXrM/C4Znf69Bfcu+xM7ztyQXZfcmJV8IZorzjW85YxYLW9jbm2Ul5ejc+fOVv/UIiAgAC+//DIOHTqE3Nxc5ObmYteuXejfvz9OnjyJe+65B7dv31bcjz179pj/NBoNbty4YVFW9W///v3IycnBuHHjsGTJEua+MNsTqqysDMOHDzff9kYQBEEQBEEQBOGqvH5vJ4zo1BQvrD2Ga7fYPBJUUiHgzPVCzPr+CCZ0b4FPpvdkUq8tBAFISQF+/BHYsAE4fBgIClL0lATBFVOnTsWpU6ck2Xz//ffo27cvAKBnz57o2dMyT4cPH479+/dj2LBh2LdvH5YvX47XX3+dmc/WSEtLA1D5mF14eDimTp2KDz/80KrW09MTjRs3hoeHhyK+MFuE6tq1KzIzM1lVRxAEQRAEQRAE4dD0axOEA6+OwJd7L2LxlrNM6/79+DWM694csZHS3uonFqMR6NULOHbsbtn69cCsWYqcjiCY4+npidOnT9tVR3p6OlJTUyXZFBcX16lxc3PD3LlzsW/fPmzfvl3xRaiqT6MtWLAAPXv2rLcn1JhtTL5x40ZMnToVu3btwpAhQ1hUSUhAqY3XBEHAnTt30KBBA2g0mnqvT669FDvWWtZt6CjwFrda/rhizkjRs9Y5G7zFrYY/vOWM3DqUyhmxWt76jlrwFjfNNTTXWCOnsAxrEi9j3ZFMZOSVMNu4HACCfD1x5N/i92yRGvP99wO//HL389ChwO7dMhxl6BMP53C2nBGr5W3MrQ1eNiavjXPnziEiIgLt27fHuXPn6tsd1WB2J1RUVBT+9a9/Yfz48XjxxRdxzz33ICQkxGbnbNWqFatTEwrD+rWM9tYn116KHWutEq+2dAR4i1stf1wxZ6ToWeucDd7iVsMf3nJGbh1K5YxYLW99Ry14i5vmGmXteJ5rdpy5gaV/pOL67TIIENDUTwcPNy2u5BWjoEyZN4PnFpVLtpES8/TplotQf/4J3LgBNGN885UrzjW85YxYLW9jriOTn58PAPDz86uX82dnZ2PlypXYt28frl27Bo1Gg+bNm2Pw4MF47LHH0LRpU0XOy2xj8rCwMCxZsgSFhYVYtGgRBg8ejPDwcLRp06bGX3g4u0365FJUVIQffvgBzzzzDPr27QudTgeNRoP33nuvTtvVq1dj4MCB8Pf3h5+fH/r06YOvv/66VpvS0lIsWLAAHTp0gJeXF1q0aIEZM2Zw/wijIAjYtWsXGN0wZ3d9cu2l2LHWsm5DR4G3uNXyxxVzRoqetc7Z4C1uNfzhLWfk1qFUzojV8tZ31IK3uGmucd255tk1KfjnD0dw5noh8osrcKtYj3M3i3D6eoFiC1BykBrzvfcCDRoAbdoAr70GHD/OfgHKFeca3nJGrJa3MdfRWb9+PQCgV69e9XLu9u3b47XXXkNcXBxSUlJw9OhRxMXF4dVXX0WHDh3w66+/KnJuZndCDR48mPtb8qpy/vx5PProo5LtZs+ejRUrVkCn0yE6Oho+Pj5ISEjAk08+iYMHD+Kbb76pYVNaWooRI0bgwIEDaN68OSZOnIj09HSsXLkSmzdvxsGDB9G2bVsWYREEQRAEQRAEoSI7ztxA3IlrMDjh73Ivr8o9ocLCAAf6qUcQ3PDll19i6tSpCKqyo78gCPjqq6/wn//8BxqNBk8//bSqPiUnJ2P69OkwGo2YPHkyHnnkEYSFhQEALl++jB9++AEbNmzA9OnTkZCQgN69ezM9P7NFqD179rCqShX8/f0xc+ZM9O3bF3369MH69evxzjvv1Gqzfv16rFixAo0aNcLOnTsRFRUFALh69SruuecefPvtt4iNjcW0adMs7N59910cOHAA0dHR2LFjh/l2u48//hj/+te/MGPGDPz555/KBEoQBEEQBEEQhGJ8Fn++3haghnZorPg52rRR/BQE4bQsXrwYzzzzDCIjI80bgZ88eRJpaWnQarVYtmyZ6ndCLV68GAaDAevWrcOUKVMsjnXv3h0TJkzAxo0bMWXKFLz33nv4peozuQxg9jieo9G2bVt8/fXXmDVrFnr27Al397rX41asWAEAeOmll8wLUADQsmVL8+sN33//fQubiooKfPrppwCA5cuXWzzv+eKLL6Jbt27Yu3cvjhw5YndMShEcHMxVfXLtpdix1rJuQ0eBt7jV8scVc0aKnrXO2eAtbjX84S1n5NahVM6I1fLWd9SCt7hprlHWjse5Jr+owu465HIq8zaGLtmNl9cdw7msAlE2vOUM4JpzDW85I1bLY//hmX/9618YNWoU7ty5g127dmHbtm0wGo34v//7Pxw6dAjPPPOM6j7t378fAwYMqLEAVZVJkyZh4MCB2LdvH/PzM3s7XnXOnz+PnJwcBAUFoUOHDkqcgilvvvkm3nrrLSxevBivvvqqVU2jRo1w69YtJCQkYMCAARbHioqKzAtMV65cQWhoKABg9+7dGD58ONq2bYsLFy7UqHPRokWYP38+FixYgDfffFO2/46w+z9BEARBEARBOBsTPtuHE5l36tsNAED/8Eb4adaAuoUE4eTQ72PbeHl54b777sPq1atr1T388MNYv3498zZkeidUSUkJ5s6di6CgIHTs2BExMTEWG32vXLkSUVFROHbsGMvTqkZRURGAysWo6vj6+kKn0wEAjh8/bi43/bvqnVNVMZVXteEJo9GIo0ePwmg0clGfXHspdqy1rNvQUeAtbrX8ccWckaJnrXM2eItbDX94yxm5dSiVM2K1vPUdteAtbpprXHOumTO8Pdw42S/p0KV89Hhru83jvOUM4JpzDW85I1bLY/8hpNOsWTNRazLHjh1DM9ZvIgDDRaiioiIMGTIES5YsgU6nw9ixY2vsmj948GAcO3YMa9euZXVaVWnSpAmAys26qnPjxg2UlZUBANLT083lV65cAQCEhIRYrdNUbtLVRefOna3+lZdXvp7VaDSa/0ztX7XMNGAIgiBam5GRwbTejIwMST4IgmChzcjIEK2tKw61tKaYpfhrrX2kaFlce3u11dtGar3WYrZHa/KntraUco1saavHbe+1N/V5uf1Eas6ZtFXjEHPtq7Yvi3rFjj329hOW156Ftnr71PcYYWv8YjmeVI2ZxRhhbeyR2k9sjV+11Vs9jrp8MOmlam1de2tjjzPMJfaOPWqPEWL7n9R6q2tNcwOrMULqmF9dK7b/WYtDyrW3Nifaqtfe7wZi+8nIjk0xtltzbhaibpXoseC3Ezb9FTOe1Hbt09KMeO89I5YvZ5fL9vY/MVop38fFXHupY351rdj5XkwO1OaDlO/jYrS1/Raz9xqx1BK2GTVqFM6ePYt///vfVttKEATMmzcPZ8+exejRo5mfn9nG5O+//z6Sk5Mxa9YsLFu2DDqdDlqt5RpX27Zt0bFjR+zcuROLFy9mdWrVGDJkCNasWYNVq1bVuBgrV640/7ug4O7z2IWFhQAAHx8fq3X6+vpa6OzBaDRi06ZN5s9RUVEIDQ3F5s2bzZ3L29sbsbGxuHDhAs6cOWPWdu/eHWFhYdi6dSv0ej0AwNPTE6NGjQIAxMXFmbVdunRB27Zt8ccff5hvzXNzc8O4ceOQkZGBlJQUs7Zjx46IiIhAfHy8+U4yE9euXUNycrL5c/v27REZGYk///wTd+7cvaV57NixyMnJQWJiorns9OnT6NatGxISEpCXl2cuHz16NAoKCpCQkGAua926Nbp161YjjnvuuQdlZWXYu3evuSwkJAQ9e/asoR02bBiAyscrTTRr1gx9+vSpoR08eDB0Oh3++OMPVOfEiRMWi5gDBw6Ev78/tm3bZi4LDAzEoEGDcOrUKVy6dMlc3q9fPzRu3NjiXA0aNMCwYcPw119/4fz58+by3r17o2XLlhb9wdfXFyNHjsS5c+dw9uxZc3nPnj3RqlUrbNmyBQZD5SuEvby8MGrUKFy6dAmnTp0ya7t27Yrw8HBs377dvPDp7u6OsWPH4vLlyxZ39HXq1AkAEB8fj5KSEgCARqPBhAkTkJmZiaNHj5q1ERER6NixI/bs2WORP+PHj0dWVhYOHz5sLmvXrh06d+6Mffv24datW+bye++9F/n5+Th48KC5LCwsDN27d8eBAweQm5sLoPJaxcbGori4GPv37zdrQ0NDERUVhcOHDyMrK8tcPmLECBgMBouXL7Ro0QJ9+vTBkSNHcO3aNXP50KFDzW8JNV2n4OBg9O/fH8eOHTN/+QGAmJgY+Pj4YMeOHeayoKAgxMTE4MSJExaL2QCg1+st+knDhg0xZMgQnDlzxuJR3759+yI4ONji2ptITU1Famqq+XNtY8TFixct4rA1RowZMwZpaWk4efKkWV/bGJGZmWlRr60xYvz48RY6QNoYER4ejq5du4oeI3r06IFDhw4hOzvbXG5rjOjVqxeSkpJw48YNc7mtMaJfv35ISUkxxw1YHyOaNGmCAQMGWLQjwMcYYYL1GBEZGYn27dsjPj7eHDOLMcL0ttn9+/fj9u3b5nKxYwQAjBw50uI6AOLHiLi4uFrHCDc3N+zatctclpSUhOjoaFFjxKFDh6yOEdHR0QgICLDwWcoY4e/vj+HDh0saI8R+j6g+RgBsvkdMnDjR4ntEXFwcF2NEy5YtAVS+eahqP2E1RlT/HpGbm4uAgAC7xwhTzpuOSf0eYfqfqiZ7KWOECVtjxM6dOy2+RwCVLwWq2k9sjRGCIODGjRt1fo+Ii4uTNEZY+x7xeEQoxnXvhfm/HMWNYgMA04qU6b9Vf+hVXa2yVm6/9oeD6YhCGoDKMaJRo0bYsmWL+fj+/fsxdOhQSWPEmjVXsHChP1JTAwEAoaF6zJ7tbvcYYRrPTP1HiTGiKizHiLi4OFnfI6qOXYC0MQKofAKp6lxia4yIjo62OA9ge4zo27dvDa2t7xHXr19HSEhIvf7WsDVGmL5HGAwGuLm5gajJv//9b/z6669499138dNPP+GBBx5AWFgYNBoN0tLSsHbtWqSlpSEoKAjz5s1jfn5me0JFRESgoqIC58+fN19srVaLxx9/HN9++61ZN2bMGBw7dgzXr1+363xTp0616LBi+P77783JVR0xe0KlpKSgX79+qKiowCuvvII5c+bAy8sLv/zyC1588UXo9Xro9Xq89957mDt3LgDgySefxNdff4158+Zh0aJFNeo8f/48OnTogA4dOlh88ZOK6ZnX4uJic5lGo4FGozGvCJvQarXm1fa6tACwadMmjB071ryoaE+9RqMRcXFxGD9+PDQajSgfTF84TKvfcXFxGDduHNzc3GrViolDDW3VmKtjq15bbSlFa++1t1crCAI2b95s0TZS67UWs1yt6TqMHTvWPEZZa0uxfcqW1mg01ohbar1V26dqnzfZ2NJaq1dOzmm1WhgMBos46rr2BoPBon3trRcQP/bY209MvvGg1ev15nY0tY8trRpjRG3jF6vxpHrM9o4RtsYeKf2ktvHLlg9Vc8AUh5j5bOzYsXB3d5ektdY+tsYeR59LWIw9ao4RVa9VXf1PSr3VtVXnBlNbWGsfsdde6phfvV5BEGqM2Up8L7Q1J9qq11r7SPluILef5BSW4bPdF7A2KRNl+vp7bOnSu2MASB9PTNqqaLVaHD0qoFcvy+8iBw4A/frZl8v29j975zM5Y4TUMb+6b1LmezE5YE1rqk/s93Ex2rp+i/E0P3h7ewOgPaFscfLkSTz88MPmNZXqfbBr165YvXo1unTpwvzczBahvL29MW7cOKxbt85cZm0Ratq0afjtt9/s7gy9e/eW/Ea53bt3Y+jQoVaPiVmEAoA1a9Zg5syZ5tVWE8OHD0fDhg3x66+/4ssvv8SsWbMAVL4B7z//+Q9eeOEFfPzxxzXqO378OHr06IGoqCi73pCn1MZrgiAgLy8PgYGBNQa6+qhPrr0UO9Za1m3oKPAWt1r+uGLOSNGz1jkbvMWthj+85YzcOpTKGbFa3vqOWvAWN801NNdU51xWAf536DJOX7uNglI9vD20EKBBYVkFSssNKC43wCAIMBiBcr0RBqMAJj/OAHz1aC/ERlru52JPzIIAdOoEVP3/5s88A3zyiX1+uuJcw1vOiNXyNubWBm1MLo49e/Zg37595ju3W7RogUGDBtlcN2EBs8fxfH19kZOTU6fOdFuXvVi7tVINpk+fjqFDh2Lt2rVITU2FTqfDkCFDMHHiRPPtjp07dzbrW7VqBQA1bqE0YSo36XjE1qOE9VWfXHspdqy1rNvQUeAtbrX8ccWckaJnrXM2eItbDX94yxm5dSiVM2K1vPUdteAtbpprlLVztLmmQ7A/Fk60fSdBTmEZdp+9ieMZt1Gq10Oj0eBWcTkuZRfhTnE5yo0CyiuMMBiNqDBC0gLVa+tP1liEAuTHrNEA06cDVV/o/fPPwMcfA+52/qp0xbmGt5wRq+VtzCXsY+jQoYouOFmD2cbkvXr1wuHDhy32M6jO6dOnkZKSYl6scVSaN2+O559/HitWrMDSpUsxefJk3Lp1CykpKfD397d4E1737t0BwGJvi6qYyk17FvGGIAjYsWNHjVtD66s+ufZS7FhrWbeho8Bb3Gr544o5I0XPWuds8Ba3Gv7wljNy61AqZ8Rqees7asFb3DTX0FwjlcZ+OtzfOxRvT+6CJff3wIdTu+O/j/bBrn8NRdK/Y3F8wSjse3U43pnSDff1aono8ECENxG3CJBbVI5zWQUWZfbGPH265eesLKDKtpmycMW5hrecEavlIWcIZSgoKLDYU09JmC1CzZkzByUlJZgyZYrF5nYmLl++jEcffRRGoxFz5sxhdVpu+PTTT1FRUYFHHnnE/PwpULmpbEBAAC5evGixiZ6JX375BQAwbtw41XwlCIIgCIIgCMIxMC1ULbm/B9bMikb8v4aJto39z1488V0SM186dACq/P92AMCaNcyqJwhCRTZv3owxY8YgICAADRs2RMOGDdGgQQOMGTPG6kuOWMFsEWr8+PF44YUXcOTIEURERKBLly7QaDTYsWMHevfujfbt2yMlJQWvvPKK6rd7scTaY4D/+9//8M4776Bx48Z46623LI55enqaF93mzJlj8daGjz/+GCdOnEBMTIz5LWsEQRAEQRAEQRCs2PnXTcS8F8+svup3Q61fD5SVMaueIAiFEQQBM2fOxMSJE7F9+3YUFBQgICAADRo0QGFhIbZv345Jkybh8ccfV+SuN2aLUADw0Ucf4aeffkLXrl1x5swZCIKAa9eu4ejRo2jbti1++OEHLF68mOUp7WLy5Mno378/+vfvj6+//hoA8Pnnn5vLJk+eXMOmT58+aN++PSZMmIAHH3wQHTt2xCOPPIIGDRpg69ataNy4cQ2befPmoV+/fjhw4ADat2+PadOmoX///vjXv/6FoKAgrFy5UvFY7YHFHl4s65NrL8WOtZZ1GzoKvMWtlj+umDNS9Kx1zgZvcavhD285I7cOpXJGrJa3vqMWvMVNc42ydjTXVOIu8Vdc5q0SfBZ/HoD9MU+bZvn59m1g2za7qnTJuYa3nBGrddScIe6ybNkyrFy5Es2bN8eKFStw+/Zt5OXlIT8/H7dv38aKFSvQvHlz/PDDD1i2bBnz8zN7O151srOzcfnyZRgMBoSEhKBly5ZKnMYuwsLCcPnyZZvHW7dujfT0dIuyF198EXv27EFaWhpKSkrQqlUrjB8/HnPnzkXTpk1t1lVSUoLFixfjxx9/REZGBho1aoTRo0dj0aJFCA0NtTsW2v2fIAiCIAiCIFyDV345jp+Trb/4yBYeWg3Ov3svk/MPGgTs33/387RpwE8/MamaIJhAv49tExkZiStXruDkyZNo06aNVU1aWhq6du2KVq1a4cyZM0zPz+xOqCtXriAvL8/8uUmTJujduzf69etnsQCVn5+PK1eusDqtXaSnp0MQBJt/1ReggMpH6I4ePYr8/HyUlpbi3Llz+Oijj2pdgAIAb29vLFy4EBcuXEBZWRlu3LiBVatWMVmAUhJBEHD8+HGmm/jZU59ceyl2rLWs29BR4C1utfxxxZyRometczZ4i1sNf3jLGbl1KJUzYrW89R214C1ummtorlGLD6Z2h4ebNJsKo8As5uqP5P3+O1BYKK8uV5xreMsZsVpHzhniLmlpaRgxYoTNBSgAaNOmDUaMGIG0tDTm52e2CNWmTRu8/PLLdepeeeUVhIeHszotoTCmxTiWA7Y99cm1l2LHWsu6DR0F3uJWyx9XzBkpetY6Z4O3uNXwh7eckVuHUjkjVstb31EL3uKmuYbmGjU5/85YyT/mHv/2MJOY778fcKuyCFZSUrkQJQdXnGt4yxmxWkfPGaKSJk2awNPTs06dp6en1e2G7IXZIpQgCJKSgSAIgiAIgiAIgpDPpffGonWgd93Cv/nzfA4+PG7/eZs0AUaOtCyjx/EIwjGYPHky4uPjkZ+fb1OTl5eH+Ph4TJo0ifn5mW5MLoacnBx4e4sfKAmCIAiCIAiCIAjr/PnKcEn6zGI3rD+aYfd5qz+St20bUGV3FoIgOOXtt99GeHg4hg8fjvj4mm/OjI+Pxz333IPw8HC8++67zM9v18bke/fuNf976NChGD16NF599VWrWr1ej9TUVLz44ovo0qULkpKS5J6WsIJSG68JgoDs7Gw0adIEGo2m3uuTay/FjrWWdRs6CrzFrZY/rpgzUvSsdc4Gb3Gr4Q9vOSO3DqVyRqyWt76jFrzFTXMNzTX1Rcx7O5F5q0y03k/nhlNvjbbrnHfuAE2bAmVVTvvVV8CTT0qrxxXnGt5yRqzWkXKGNia3zfDhw1FWVoaDBw9Co9EgMDAQrVu3BlC513dubi4AoH///tDpdBa2Go0Gu3btsuv8di1CabVac+cTBEFUx9ZoNFi9ejUefPBBuaclrKDkIpRer4e7uzuzAdue+uTaS7FjrWXdho4Cb3Gr5Y8r5owUPWuds8Fb3Gr4w1vOyK1DqZwRq+Wt76gFb3HTXENzTX2x48wNzPr+iCSb9PfG2n3e++4Dfv317ufhwwGpv09dca7hLWfEah0pZ2gRyjZarfwH4jQaDQwGg33nt8f40UcfNf8BQNu2bS3Kqv498cQTWLBgAZKSkmgByoEQBAFbtmxhuomfPfXJtZdix1rLug0dBd7iVssfV8wZKXrWOmeDt7jV8Ie3nJFbh1I5I1bLW99RC97iprmG5pr6IjayGQa2CxKproy364KtOJdVYNd5qz+St3s3cP26tDpcca7hLWfEap0pZ1yZtLQ02X+XLl2y+/zu9hivWrXK/O/vvvsOMTEx+Pbbb+31iSAIgiAIgiAIgpDA6if648nvk/DHmZui9AVlRsT+Zy+6tfTHt//oh8Z+urqNqjF2LODvDxT8vZYlCMDPPwPPPSe5KoIgVML06F19wWxjcqPRSAtQBEEQBEEQBEEQ9cR/H+2DtU/1l2Rz4moB+r69E0cuS99V3NsbqP7yrDVrJFdDEISKBAYGYsiQIfV2fkXejqfX63HkyBFs2rQJmzdvxpEjR6DX65U4FaECDRs25Ko+ufZS7FhrWbeho8Bb3Gr544o5I0XPWuds8Ba3Gv7wljNy61AqZ8Rqees7asFb3DTXKGtHc03d9GsTBLdaFTX38jECuG/FQeQUit/c3ET1R/ISEwGpT+y44lzDW86I1Tpjzrgaer0eISEh9XZ+uzYmr05ZWRkWLFiAL774AgUFls8X+/v74+mnn8abb75p3iSMYAdtvEYQBEEQBEEQBAB8Fn8eS3ack2w3tEMTrJrRV5JNRQXQvDnw9wu1AADvvAO8/rrk0xMEM+j3sW2io6Oh0+mwZ8+eejk/szuhysrKMGLECHz44YcoKChAt27dMGHCBEyYMAHdu3dHQUEBPvzwQ4wcORJlZdJX2In6QRAEnD59mukmfvbUJ9deih1rLes2dBR4i1stf1wxZ6ToWeucDd7iVsMf3nJGbh1K5YxYLW99Ry14i5vmGppreGHO8PYI9pe+x9Oec9mSbTw8gPvvtyyT8kieK841vOWMWK0z54wr8cwzz2D//v3Yv39/vZyf2SLUf/7zHxw4cAADBw7E8ePHkZKSgg0bNmDDhg04evQojh8/jkGDBuHgwYNYunQpq9MSCiMIAi5cuMB0wLanPrn2UuxYa1m3oaPAW9xq+eOKOSNFz1rnbPAWtxr+8JYzcutQKmfEannrO2rBW9w019BcwxOJb4xEeGMfK0dqj1fOG/OqP5J36lTlnxhcca7hLWfEap09Z1yFmJgYPPHEExg1ahSee+457Ny5E+fOncOVK1es/rGG2SLUmjVr0KRJE2zZsgVdunSpcbxLly7YvHkzGjdujNWrV7M6LUEQBEEQBEEQBGGF+JeGYe6oDpJsYv+zF//6+Zgkm5gYoPoWM7RBOUHwSVhYGP773/+ipKQEn332GUaNGoVOnTqhTZs2Nf7Cw8OZn9+dVUUXLlzAuHHj4OfnZ1Pj5+eHoUOHYvPmzaxOSxAEQRAEQRAEQdjgn8Pa4/4+rfDU90k4cuW2KJv1R6/iUnYRNvy/gaL0Wi0wbRrw0Ud3y9asAd5+G9DU3AedIIh6ZPDgwdDUY2Iy25g8ICAAgwcPxqZNm2rVjR8/Hnv37sXt2+IGQEIcSm28JggCbty4gWbNmjHpqPbWJ9deih1rLes2dBR4i1stf1wxZ6ToWeucDd7iVsMf3nJGbh1K5YxYLW99Ry14i5vmGppreCfs1ThJ+iX3d8PUXqGitEeOAL17V/7b1xeYNAlYsQLw96/dzhXnGt5yRqzWkXKGNibnF2aLUDExMUhJScGpU6fQpk0bq5q0tDR06dIFUVFR2LdvH4vTEn+j5CKUIAjQaDTMBmx76pNrL8WOtZZ1GzoKvMWtlj+umDNS9Kx1zgZvcavhD285I7cOpXJGrJa3vqMWvMVNcw3NNbxz79I9OHOjSLS+RYAXDrw2QpRWEIDZs4Fhw4Bx4wAfa9tRWbVzvbmGt5wRq3WknKFFKH5htifUU089hZKSEgwdOhTfffcdysvLzcfKysqwatUqDB06FKWlpXj66adZnZZQGEEQsGnTJjBaq7S7Prn2UuxYa1m3oaPAW9xq+eOKOSNFz1rnbPAWtxr+8JYzcutQKmfEannrO2rBW9w019Bcwzt3SvSoa2PyquQWldct+huNpvLOpwceEL8ABbjmXMNbzojVumLOuALnz5/HwYMHce7cOVXOx2wR6pFHHsGTTz6JjIwMzJgxAz4+PmjZsiVCQkLg6+uLmTNnIiMjA7NmzcLDDz/M6rQEQRAEQRAEQRBEHaxMSEPm7TJJNu5avu92IQhCHiUlJZg7dy6CgoLQsWNHxMTE4L333jMfX7lyJaKionDs2DHm52a2CAUAX375JdatW4eYmBi4u7vj+vXruHbtGtzd3TFo0CCsW7cOK1asYHlKgiAIgiAIgiAIog4+331Bsk1RuQHDluzGp7vOIadQ2gIWQRB8UlRUhCFDhmDJkiXQ6XQYO3ZsjbvbBg8ejGPHjmHt2rXMz8/s7Xgm7rvvPtx3333Q6/XIzc0FAAQFBcHdnfmpCJXwr2s3QZXrk2svxY61lnUbOgq8xa2WP66YM1L0rHXOBm9xq+EPbzkjtw6lckaslre+oxa8xU1zjbJ2NNfIp6jc8Pe/pN3dlJZTjI/+OI+P/jiP0EY6/Ht8F8RGNmPqmyvONbzljFitK+WMs/L+++8jOTkZs2bNwrJly6DT6aDVWt6f1LZtW3Ts2BE7d+7E4sWLmZ7f7o3Jt2zZgo0bNyIjIwM6nQ7du3fHP/7xD4SFhTFykRADbbxGEARBEARBEIQt+rz9B7ILxe/xVBtaAFGtG+Ll0R3Rr01QrdqiIuDWLaBlSyanJghR0O9j20RERKCiogLnz5+Hm5sbAECr1eLxxx/Ht99+a9aNGTMGx44dw/Xr15me367H8R5++GGMHz8e33zzDbZv347ff/8db7/9NiIjI/H777+z8pGoRwRBwNmzZ5lu4mdPfXLtpdix1rJuQ0eBt7jV8scVc0aKnrXO2eAtbjX84S1n5NahVM6I1fLWd9SCt7hprqG5hmdmD2vHrC4jgOTLtzDty0OIeX8nzmUVWBwvKwN+/x2YPh1o2hR4+WXbdbniXMNbzojVulrOOCtXrlxBr169zAtQtmjQoAHy8/OZn1/2ItQ333yDNWvWwM3NDY8//jg++eQTvPPOO+jfvz9KS0vx6KOP4vbt2yx9JeoBQRCQmprKdMC2pz659lLsWGtZt6GjwFvcavnjijkjRc9a52zwFrca/vCWM3LrUCpnxGp56ztqwVvcNNfQXMMz/xjYBu2b+kLK2/HEkJlfhtj/7MUbG06ay775Bpg4EfjpJ6C4GPjtt8o7oqzhinMNbzkjVutqOeOs+Pr6Iicnp05dWloagoJqv9NRDrIXob777jtotVps3boV33zzDebMmYPXXnsNCQkJeOyxx1BQUIBff/2Vpa8EQRAEQRAEQRCETLY/PxjdAw11C2WwOvEKBr0fDwC47z6g6k0WxcXApk2KnJYgCIn06tULhw8fRkZGhk3N6dOnkZKSgujoaObnl70IdfLkSfTv3x8jRoyocez111+HIAg4efKkFUuCIAiCIAiCIAiiPpgRAWx7Lgb9whpJ3KK8bjLySxD2ahyO595A1Z+Jbm5AairjkxEEIYs5c+agpKQEU6ZMwYULNd+aefnyZTz66KMwGo2YM2cO8/PLfmXdnTt30LZtW6vHTOV37tyRWz3BCRqNBlFRUdBo2ExR9tYn116KHWst6zZ0FHiLWy1/XDFnpOhZ65wN3uJWwx/eckZuHUrljFgtb31HLXiLm+Yammt4xxRzSLMGWPv0AOQUlmHN4Sv4KfEKrt8uhZHReWZ9fwTluhB0juqE2TM9MXVq5d5QtfnkSnMNbzkjVuuKOeOMjB8/Hi+88AL+85//ICIiAp06dYJGo8GOHTvQu3dvnDhxAnq9HnPnzsXQoUOZn1/22/Gs7Z4u5TjBFtr9nyAIgiAIgiAIueQUluH349ew5cR1nMi8hXKDffv+CAKg0QCjOgfjy0d6M/KSIMTBy+/joqIi/Prrrzh8+DASExNx/PhxlJeXY/HixXj11Vdrtc3MzMT8+fOxbds25OXloVWrVnjwwQfx+uuvm+Ozh59//hnvvvsuTpw4YVEeERGBefPm4eGHH7b7HNaw6+14hPNjNBrx+++/w2hk8/9F7K1Prr0UO9Za1m3oKPAWt1r+uGLOSNGz1jkbvMWthj+85YzcOpTKGbFa3vqOWvAWN801NNfwTm0xN/bTYcbANvjlnwNw7p178dWjvRAR7Ac3mTe9mG6W2X46Cyt2n5flEysoZ2iuqS/Onz+PRx99FJ999hmSkpJQXl4uyu7ixYuIiorCypUrERQUhIkTJ8JgMGDRokUYPnw4ysrK7PbtgQcewLFjx5CVlYXDhw/j4MGDyMjIwF9//aXYAhRg5yLUd999Bzc3N6t/Go3G5nF3d9lPARL1AOu3H9hbnz1voagvrau+QYK3uNXyxxVzRoqetc7Z4C1uNfzhLWfk1qFUzojV8tZ31IK3uGmuUdaO5hr7ERNzTmEZMvOK0dDHE62CfNA8QGfXD8fluy8ip9D2j2ZXnGt4yxmxWlfMGXvw9/fHzJkz8eWXX+Lo0aN44403RNnNmDED2dnZePbZZ3Hy5EmsXbsWqampmDx5Mg4ePIh3332XmY9NmjRB79690a9fP7Rs2ZJZvbawaxFKEARZf7RyShAEQRAEQRAEwR9HLufhsW8TsWjzX0hMy0NaTjGu3y6za7+oonIDktPzmflIEI5C27Zt8fXXX2PWrFno2bOnqBtykpKSsHfvXjRt2hQffPCBudzd3R0rVqyAh4cHPv30U1RUVMjyadCgQfjyyy+Rl5cny95eZC9CGY1Gu/4Ix8Hb25ur+uTaS7FjrWXdho4Cb3Gr5Y8r5owUPWuds8Fb3Gr4w1vOyK1DqZwRq+Wt76gFb3HTXKOsHc019lNbzDmFZfj3xlM4fa0ALO93EQDcKq58DMnaT0FXnGt4yxmxWlfMGbXZvHkzgMoNxHU6ncWx4OBgDBo0CPn5+UhISJBVf0JCAmbPno3mzZtj4sSJ+Pnnn1XdO0v2xuQEX/Cy8RpBEARBEARBEI7Jt/vT8HbcGRgZ/0LUuQFPdeqPtMQgrFsHHDoEhIWxPQdBVIXX38dvvvkm3nrrrVo3Jp80aRJ+++03LF++HLNnz65x/OWXX8aSJUuwdOlSPPfcc5J9SEpKwurVq7Fu3Tpcv34dGo0Gvr6+mDJlCh5++GGMGDECWq1y24fTxuRErQiCgPPnzzN79tfe+uTaS7FjrWXdho4Cb3Gr5Y8r5owUPWuds8Fb3Gr4w1vOyK1DqZwRq+Wt76gFb3HTXENzDe/UFfOe1CzmC1CCAOSsHoJ/PRKEzz4DsrKAn34S7xMbHyhnWGgdLWfKy8vRuXNnq388c+XKFQBASEiI1eOmcpNOKn369MHSpUuRmZmJP/74A4899hjc3Nzw/fffY/To0WjZsiVeeOEFJCUlyQugDmgRiqgVQRBw5swZpgO2PfXJtZdix1rLug0dBd7iVssfV8wZKXrWOmeDt7jV8Ie3nJFbh1I5I1bLW99RC97iprmG5hreqSvmUj37tmgd5IMhAyz3wVmzRrxPLKCcobnGkSgsLAQA+Pj4WD3u6+troZOLRqPBiBEj8O233yIrKwu//PILJk+ejNu3b2PZsmXo378/IiIi7DqHNeg1dQRBEARBEARBEAQ6BvvhcJr9mxW7aTVo7OeJKT1bYuagcJxK1mFDlYWnEyeAM2eAyEi7T0UQNvH09MTp06ftqmPq1Kk4deqUJJvvv/8effv2lX1O0yKfRqOp9ThLPD09MWXKFEyZMgUFBQWYO3cuvvjiC1y4cIH5uWgRiiAIgiAIgiAIgsD/RYdhy8kbyCkql2zr6abBpJ4t8cSgcHQI9rc4NmgQ0KIFcO3a3bI1a4BFi+z1mCCUJT09HampqZJsiouL7Tqnv39l/hQVFdVav5+fn13nqc65c+fw448/4scff8TFixcBoMbG6Cygx/GIWtFoNOjevbvNVVi165NrL8WOtZZ1GzoKvMWtlj+umDNS9Kx1zgZvcavhD285I7cOpXJGrJa3vqMWvMVNcw3NNbxTV8wdgv3xQmwH+OncJNddbhDwe0om8otrLmC5uQHTplmWrVlTuV+UK841vOWMWK0r5kxycjIEQZD0N3ToULvO2apVKwBAZmam1eOmcpPOHm7cuIGlS5eiT58+6NSpExYuXIiLFy9i8ODB+Oqrr3D9+nW7z1Edejuek8Dr7v8EQRAEQRAEQTgW57IKsHDTaey/kCvLXgMg0McDc0a0xz8GtgEAJCUB1Z9QOnwY6NPHTmcJwgq8/j4W83a8BQsWYOHChZg5cya+/vrrGsdHjBiB+Ph4xMfHY9iwYZJ9uHPnDtavX48ff/wRe/bsgdFohCAI6NatGx5++GE89NBDaNmypeR6xeKyd0IVFRXhhx9+wDPPPIO+fftCp9NBo9Hgvffeq9N29erVGDhwIPz9/eHn54c+ffpY7Rwmhg4dCo1GY/Nv27ZtLENjitFoRFxcHIxGIxf1ybWXYsday7oNHQXe4lbLH1fMGSl61jpng7e41fCHt5yRW4dSOSNWy1vfUQve4qa5huYa3hEbc4dgf/zvif5InjcSbZtY3xy5NgQAucUVeGvTGUz4dD8AoHdvoG1bS92aNa451/CWM2K1rpgz9cHYsWMBAJs2bUJZWZnFsaysLOzbtw8BAQGIiYmRVX+zZs3wxBNPYNeuXQgJCcHcuXNx8uRJHDt2DC+//LKiC1CAC+8Jdf78eTz66KOS7WbPno0VK1ZAp9MhOjoaPj4+SEhIwJNPPomDBw/im2++sWl73333WX1uU+mLbC96vZ6r+uTaS7FjrWXdho4Cb3Gr5Y8r5owUPWuds8Fb3Gr4w1vOyK1DqZwRq+Wt76gFb3HTXKOsHc019iMl5sZ+Ouz61zC8tv441iRZfzSoLk5cvY0Fv53CWxO7YPp04O237x5buxZ4/33XnGt4yxmxWlfMGbXp27cvBg4ciISEBMydOxdLly4FUNn2s2fPRkVFBZ555hl4eHjIqt/b2xuPPfYYHn74YdkLWfbgsotQ/v7+mDlzJvr27Ys+ffpg/fr1eOedd2q1Wb9+PVasWIFGjRph586diIqKAgBcvXoV99xzD7799lvExsZiWvUHnv9myZIlCAsLYx0KQRAEQRAEQRCEYiy+rzu2nLqO2yUGWfbfHbwMnYcbpk/vZLEIde0asG8fIycJglMmT55s3lvJtJ/T559/jo0bNwIAmjdvjg0bNljYrFy5EtHR0Vi2bBni4+MRGRmJpKQkXLp0Cf369cMbb7wh25+srCy4u9ffUpDLPo7Xtm1bfP3115g1axZ69uwp6iKsWLECAPDSSy+ZF6CAyjuZPvzwQwDA+++/r4zD9YinpydX9cm1l2LHWsu6DR0F3uJWyx9XzBkpetY6Z4O3uNXwh7eckVuHUjkjVstb31EL3uKmuUZZO5pr7EduzOueHmjXeb9LuIQC71x062ZZ/tNPGpeca3jLGbFaV8wZe0lJSUFiYiISExNx9epVAEBGRoa5LCUlpYZN+/btkZKSgscffxzZ2dnYsGEDNBoN5s2bh927d5v3vJKDae3DYDAgOzsbOTk5MBjkLTDLgTYm/xsxG4Q1atQIt27dQkJCAgYMGGBxrKioyPyo3ZUrVxAaGmo+NnToUPz5559IS0tT7E4oXjdeIwiCIAiCIAjCOVideBlv/XYK5TK3BAoL8sFowzC89trdssBA4Pp1gNY2CJbQ72PrZGRkYPny5di6dSvOnDlj3t9Lo9Ggc+fOGDNmDGbPns3kzXu2cNk7oeRQVFQEoHIxqjq+vr7Q6XQAgOPHj1u1/+abbzB79mzMmTMHn3zyCa5cuaKcs4wQBAGXLl0Cq7VKe+uTay/FjrWWdRs6CrzFrZY/rpgzUvSsdc4Gb3Gr4Q9vOSO3DqVyRqyWt76jFrzFTXMNzTW8Y2/MD/drjc3PDcaE7s2h1Ui3T88tRsTAfIuyvDzghx+uu9Rcw1vOiNW6Ys44E5999hk6duyIDz/8ECdPnoTBYIAgCBAEAUajESdPnsSHH36IiIgIfPLJJ4r5QYtQEmjSpAkA4PLlyzWO3bhxw7xzfXp6ulX7t99+GytWrMDy5cvx3HPPoV27dli0aJEkHzp37mz1r7y8HEDlGwtMf6bBoWqZaaXT1NHq0gqCYO6gLOo1GAw4efKkRWcX44NJa7I3na82rZg41NBWjVmsv7baUorW3mtvr9Y0kFVtGzn9j5XWdB2qD7bVfZNyjaxprcUttV5r/ae6Tmw/kZNzprKqcdR17au3r731Shl77O0nrK49C23VdpTST+RoxeRybeMXq/Gkesz2jhHV+5icfmKrjtp8sBZHbf5W1UvVWovDms9q9ZP61IoZe9QcI6r3A1b1VtdWnRtYjBHV+4/Ua2RtzBZzPaXOUbbmRFv1WmsfKd8NHHUuqe3aixlP6qq3XRNfLJ3WAxffvRcLxkdK/kG58fw5REdbLmL88INedv8To5X6fbyuay91zK/um5T5XkwO2PLBaBT/fVyMtq7fYvZcI9ZawpL3338fzz33HEpLS3H//fdj48aNyMjIQGlpKUpKSnDlyhVs2LAB9913H8rLy/HCCy9g8eLFivjishuTy2HIkCFYs2YNVq1ahdGjR1scW7lypfnfBQUFFscGDx6MJ554AgMGDEDz5s2RkZGBX375BW+//Tbmz5+PBg0a4LnnnrPbP6PRiE2bNpk/R0VFITQ0FJs3bzYnore3N2JjY3HhwgWcOXPGrO3evTvCwsKwdetW8xsPPD09MWrUKABAXFycWdulSxe0bdsWf/zxh/n2Rjc3N4wbNw4ZGRkWz7R27NgRERERiI+PN99JZuLatWtITk42f27fvj0iIyPx559/4s6dO+bysWPHIicnB4mJieay06dPo1u3bkhISEBeXp65fPTo0SgoKEBCQoK5rHXr1uj298PnVeO45557UFZWhr1795rLQkJC0LNnzxraYcOGAQB2795tLmvWrBn69OlTQzt48GDodDr88ccfqM6JEycsFjEHDhwIf39/bNu2zVwWGBiIQYMG4dSpU7h06ZK5vF+/fmjcuLHFuRo0aIBhw4bhr7/+wvnz583lvXv3RsuWLS36g6+vL0aOHIlz587h7Nmz5vKePXuiVatW2LJli/kLiZeXF0aNGoVLly7h1KlTZm3Xrl0RHh6O7du3mxc+3d3dMXbsWFy+fNniLsBOnToBAOLj41FSUgKg8jbPCRMmIDMzE0ePHjVrIyIi0LFjR+zZs8cif8aPH4+srCwcPnzYXNauXTt07twZ+/btw61bt8zl9957L/Lz83Hw4EFzWVhYGLp3744DBw4gNzcXQOW1io2NRXFxMfbv32/WhoaGIioqCocPH0ZWVpa5fMSIETAYDNizZ4+5rEWLFujTpw+OHDmCa9eumcuHDh0KjUZjPg8ABAcHo3///jh27BgyMjLM2piYGPj4+GDHjh3msqCgIMTExODEiRM1FrP1er1FP2nYsCGGDBmCM2fO4MKFC+byvn37Ijg42OLam0hNTUVqaqr5c21jxMWLFy3isDVGjBkzBmlpaTh58qRZX9sYYdqM0VSvrTFi/PjxFjpA2hgRHh6Orl27ih4jevTogUOHDiE7O9tcbmuM6NWrF5KSknDjxg1zua0xol+/fkhJSTHHDVgfI5o0aYIBAwZYtCPAxxhhgvUYERkZifbt2yM+Pt4cM4sxou3f7//ev38/bt++bS4XO0YAwMiRIy2uAyB+jIiLi6t1jHBzc8OuXbvMZUlJSYiOjhY1Rhw6dMjqGBEdHY2AgAALn6WMEf7+/hg+fLikMULs94jqYwTA5nvExIkTLb5HxMXFcTFGmN54nJycbNFPWI0R1b9H5ObmIiAgwO4xwpTzpmNSv0eEhIRY2EsZI0zYGiN27txp8T0CqHwpUNV+YmuMEAQBN27cqPN7RFxcnKQxQsnvEdXHCBbfI6Kjo9GoUSNs2bLFXLZ//34MHTrU7jHiHwPbwPP6SbyRrAFg+jNfgSr/vlt+5vJN9Oh8EgcP3t0cKjGxOX79dRt0OoMiY0RVWI4RcXFxsr5HVB27AGljBACUlJRY9BNbY0R0dLTFeQDbY0Tfvn1raG19j7h+/TpCQkLq9beGrTHC9D3CYDDAzc0NROVv53nz5qFRo0bYsGEDBg0aVEMTEhKCkJAQTJw4EXv37sWkSZMwf/58jB8/Hl26dGHrkOCg3HfffUJERISkv8TERJv1LViwQAAgLF682Kbm6NGjgoeHhwBAeOWVV4QrV64IN2/eFD7//HPBy8tLcHd3FwAI7733nqgYtm/fLgAQAgIChOLiYsltUBWdTifodDrBYDCY/4xGoyAIgkWZwWAQBEEQjEajKK3BYBA2btwoVFRUMKm3oqJC2Lhxo/mYGB+MRqNZa7LX6/V1asXEoYa2asxi/bXVllK09l57e7V6vb5G20it11rMcrWm61BRUVFrW0q5Rta01uKWWq+1/qPX62X1Ezk5JwhCjTjquvbV29feem3llhL9hNW1Z6Gt2o5S+okcrZhcrm38YjWeVI/Z3jHC1tgjpZ/UNn7Z8sFaHLX5W1UvVWstDltjj6PPJSzGHjXHiOr9gFW91bVV5wYWY4TUMb96vQZDzTFbzPWUOkfZmhNt1WutfaR8N3DUuaS2ay9mPJEzRnT591ah9dzNov7GLP1TuHbNIGi1RgEQzH8//qiX1f/EaKV+H6/r2ksd86v7JmW+F5MDtnyQ8n1cjLau32I8zQ+m38eEIMyaNUvQarXC1q1bRdts2bJF0Gg0wlNPPcXcH4e9Eyo9Pd1iJV4MxcXFdp2zZ8+e+O677zBz5kx88MEH+OCDD8zHhg8fjoYNG+LXX3+1umeUNWJjY9G7d28kJyfj0KFD5hVwe9Bqa94Qa61Mo9GY/29SbVpBENClSxe4ubnV0MupV6PRoEuXLmadGB+q192lSxezpjat2DiU1laPWYy/VeO1R2vPtbdXW1fbSL329mpN16GqP0r4oNVqrcYtpd6q7VO1z8vpJ3JzTkocGo0Gbm5uNfT21Ct17KkasyNrrbWjLa0aY0Rd4xeL8cRazPaMEbX1nepaW/XK6X9ic8DkQ9UxSarWWvvYyi1Hn0vq0kptdzH12qO1Ntco4UP1ucHeMULqmG+tDin9T+73wrrmRCnto+Z3A7W1dfWJusYTqfVqtVq0aeqLE5l3ahyzRrumfmjeXIvhw4GdO++Wr1unxfTp8vqfvfOZSSOmXkD6mC/GXowPYnPAhJTv42K0Vc9vK2Ze5gfiLvHx8ejYsWONp7lqY8yYMejUqRN2Vk1SRtDb8f5GzNvxTFy/fh1r165FamoqdDodhgwZgokTJyI6OhqHDx/G/v37MXCguFeYPvTQQ1izZg1Wr16Nhx56SLb/tPs/QRAEQRAEQRD1wY4zNzDr+yOi9envjcW33wIzZ94t8/QEbt4E/n66mCDsgn4f38XX1xfjx4/HTz/9JMnuwQcfxKZNm2psq2MvtDG5DJo3b47nn38eK1aswNKlSzF58mTcunULKSkp8Pf3R1RUlOi68vMr3w7h5+enlLt2YTQasX37dvMmb/Vdn1x7KXastazb0FHgLW61/HHFnJGiZ61zNniLWw1/eMsZuXUolTNitbz1HbXgLW6aa2iu4R2lYo6NbCZJ3/bVOEyZAnh43C0rLwc2bGDqlhnKGZprXBlPT0/zS9SkUFZWBo+qScoIWoRixKeffoqKigo88sgj8Pb2FmWTnZ2Nffv2AYCkhSu1Yb16bG99cu2l2LHWuuoKPG9xq+WPK+aMFD1rnbPBW9xq+MNbzsitQ6mcEavlre+oBW9x01yjrB3NNfajVMxDOgSJ1hoA9PswDmPGWJb/+CNbn6pCOcNG64o54+i0adMGBw8elPw/1w4ePIjw8HDm/tAilESsvWHhf//7H9555x00btwYb731lsWxQ4cOYffu3TVeE5meno7JkyejqKgIEyZMML9VhCAIgiAIgiAIwtF4Y2xneLqJ34unzAC4t8+wKNu1C6jyckGCIBgwduxYZGdn46OPPhJts2TJEmRnZ2PcuHHM/XHYjclZMHnyZFy/fh0AzK+9/Pzzz7Fx40YAlY/dbah2T2ifPn3Qrl07dOrUCT4+Pjh27BhSU1MRFBSErVu3onHjxhb6s2fP4h//+AeaN2+ODh06oFmzZsjMzMSRI0dQWlqKzp0747///a/ywdoB61db2lufXHspdqy1rvp6UN7iVssfV8wZKXrWOmeDt7jV8Ie3nJFbh1I5I1bLW99RC97iprlGWTuaa+xHqZg7BPtjwYTOeGPDKdE2x3AGPj4hKC6uXLwyGoF164A5c9j7RznDRuuKOePoPP/88/jss8/w2muvQa/X45VXXrF5HQ0GA95//338+9//RkBAAJ577jnm/rj0xuRhYWG4fPmyzeOtW7dGenq6RdmLL76IPXv2IC0tDSUlJWjVqhXGjx+PuXPnomnTpjXq+Ouvv/Dpp58iMTERGRkZyM/Ph6+vLzp16oT7778f//znP0U/vlcbtPEaQRAEQRAEQRD1zS9HMvDSuhOitBoA0VfGYs2au2UDBgAJCcr4RrgO9PvYkp07d2LcuHGoqKhAy5Ytcf/996NXr15o2rQpBEHAzZs3ceTIEfzyyy+4evUq3N3dsWnTJsTGxjL3xaUXoZwJpZJMEARkZGQgNDSUyasu7a1Prr0UO9Za1m3oKPAWt1r+uGLOSNGz1jkbvMWthj+85YzcOpTKGbFa3vqOWvAWN801NNfwjloxd39zG26XGkRpPxlwLyZOtPQlPR1o3ZqdP5QzrjfX0CJUTZKSkvDYY4/h7NmzVq+faWkoIiICq1atQr9+/RTxg/aEImpFEASkpKTU2NOqvuqTay/FjrWWdRs6CrzFrZY/rpgzUvSsdc4Gb3Gr4Q9vOSO3DqVyRqyWt76jFrzFTXMNzTW8o1bMJRXiN0Demp8CP79yizKJb5KvE8oZmmuIyq2Fzpw5g7i4OMyePRsDBgxAREQEOnTogAEDBmD27NnYtGkTzpw5o9gCFODie0IRBEEQBEEQBEEQbDFKWKPY+td1dO4ViMQ/w9CqFfDgg8D48cr5RhCuzpgxYzCm+qspVYQWoQiCIAiCIAiCIAhmBPp64GZBed3Cvynregn73m6FAQO00NKzOgTh1FCKE7Wi0WjQsWNHZs/82lufXHspdqy1rNvQUeAtbrX8ccWckaJnrXM2eItbDX94yxm5dSiVM2K1vPUdteAtbppraK7hHbVifmV0R0n6Qv8SDByoUWwBinKG5hqCH2hjcieBNl4jCIIgCIIgCIIXHvjyAA6n5YvSums1uPDuvQp7RLgS9PuYX+hOKKJWjEYjdu7cCaNR/OaCStYn116KHWst6zZ0FHiLWy1/XDFnpOhZ65wN3uJWwx/eckZuHUrljFgtb31HLXiLm+Yammt4R82Yf35qgGitYBRcaq7hLWfEal0xZwj20CIUUSdFRUVc1SfXXooday3rNnQUeItbLX9cMWek6FnrnA3e4lbDH95yRm4dSuWMWC1vfUcteIub5hpl7WiusR8eYzZAwB9nbih6DsoZNloe+w/hWNAiFEEQBEEQBEEQBFGvfL7nksXnjAzg008BuumGIJwLWoQiCIIgCIIgCIIgmNM60Eu0NiOvGEYjsGIFMHgw0KoV8OyzwP79CjpIEITq0MbkTgJtvEYQBEEQBEEQBE8kpuVi2peHROvT3xuLrl2BU6fulj39dOXCFEFIgX4f8wvdCUXUiiAIuHr1KlitVdpbn1x7KXastazb0FHgLW61/HHFnJGiZ61zNniLWw1/eMsZuXUolTNitbz1HbXgLW6aa2iu4R21Y+7XJgiP9G8lWj/o/V2YPt2ybN06oKLCPj8oZ2iuIfiBFqGIWhEEAcnJyUwHbHvqk2svxY61lnUbOgq8xa2WP66YM1L0rHXOBm9xq+EPbzkjtw6lckaslre+oxa8xU1zDc01vFMfMS+a1FWEqtKfjPxSBHS+Zi5t2BCYNAkoKLDPB8oZmmsIfnCvbwcIgiAIgiAIgiAI56V1oBcu54l7LGrF0ZOYN68F+vQBRo0CdDqFnSMIQlXoTiiCIAiCIAiCIAhCMd4Y11m0trBMj0WLgAkTaAGKIJwRWoQiakWj0aB9+/bQaDRc1CfXXooday3rNnQUeItbLX9cMWek6FnrnA3e4lbDH95yRm4dSuWMWC1vfUcteIub5hqaa3invmKOjWyGYRGNa1FY+tNn0Q6m56ecobmG4Ad6O56TQLv/EwRBEARBEATBM49+cwh7z+eK0rZs6IWEV0co7BHhrNDvY36hO6GIWjEajdi9ezeMRiMX9cm1l2LHWsu6DR0F3uJWyx9XzBkpetY6Z4O3uNXwh7eckVuHUjkjVstb31EL3uKmuYbmGt6p75i/n9lftPbqrVIs/P0Uk/NSztBcQ/ADLUIRdXLnzh2u6pNrL8WOtZZ1GzoKvMWtlj+umDNS9Kx1zgZvcavhD285I7cOpXJGrJa3vqMWvMVNc42ydjTX2E99xzwgvJGVUusP53x74DJyCssAALduARcuyD8v5QwbbX33H8LxoUUogiAIgiAIgiAIQhU+eaiXaK2xQoveM/7C5MlAcDAwZ46CjhEEoQq0CEUQBEEQBEEQBEGoQmM/HeYMaytKW3K+GS6v64GNG4HycmDnTiA7W1n/CIJQFtqY3ElQauM1QRBgMBjg5ubG5C0I9tYn116KHWst6zZ0FHiLWy1/XDFnpOhZ65wN3uJWwx/eckZuHUrljFgtb31HLXiLm+Yammt4h6eYx3+6FyevFtSqMZa7IfPTeyDo3cxly5cDs2dLOxfljOvNNbQxOb/QnVBEneTk5HBVn1x7KXastazb0FHgLW61/HHFnJGiZ61zNniLWw1/eMsZuXUolTNitbz1HbXgLW6aa5S1o7nGfniJedMzgxHZzK9WjdbTAO92WRZla9bIOx/lDBstL/2HcFxoEYqoFUEQkJiYCFY3zNlbn1x7KXastazb0FHgLW61/HHFnJGiZ61zNniLWw1/eMsZuXUolTNitbz1HbXgLW6aa2iu4R3eYt7y/JC//2XbH9/Iaxaf9+8HrlyRdh7KGZprCH6gRSiCIAiCIAiCIAiiXvjy/3rWety7TTa0ugqLsrVrlfSIIAgloUUogiAIgiAIgiAIol64J7IZWngbbB7XuBvh3eGGRdlnX5cp7RZBEApBi1BErWg0GoSHhzPbeM7e+uTaS7FjrWXdho4Cb3Gr5Y8r5owUPWuds8Fb3Gr4w1vOyK1DqZwRq+Wt76gFb3HTXENzDe/wGLNGo8GXU8IR4OVmU+MbedXi85VzOqSmSjsH5Yz9Wh77D+F40NvxnATa/Z8gCIIgCIIgCEemz6IdyC6qqFEuGIHMz0fAWORlLluwAHjzTRWdIxwKXn4fFxUV4ddff8Xhw4eRmJiI48ePo7y8HIsXL8arr75q066uhb6SkhJzjI4G3QlF1IrRaMS+fftgNBq5qE+uvRQ71lrWbego8Ba3Wv64Ys5I0bPWORu8xa2GP7zljNw6lMoZsVre+o5a8BY3zTU01/AOjzFX9Snp37FWNRot4NvxukXZf1dVQOztFJQzNNfUF+fPn8ejjz6Kzz77DElJSSgvLxdt6+vri8cee8zqn5ub7TsHece9vh0g+CcvL4+r+uTaS7FjrWXdho4Cb3Gr5Y8r5owUPWuds8Fb3Gr4w1vOyK1DqZwRq+Wt76gFb3HTXKOsHc019sNjzFV9WvtUf0z78lANjW+nayg40sb8+dplDxw7BvSsfV9zq+dggbPljFgtj/2HZ/z9/TFz5kz07dsXffr0wfr16/HOO++Ism3cuDFWrVqlrIP1AC1CEQRBEARBEARBEFzQr02Q1XLPFrfgFlAMw20fc9maNeIXoQiiPmjbti2+/vpr8+fffvutHr3hA3ocjyAIgiAIgiAIguAajabybqiq/PQTQE+GEYRjQRuTOwlKbbwmCALKy8vh6enJ5C0I9tYn116KHWst6zZ0FHiLWy1/XDFnpOhZ65wN3uJWwx/eckZuHUrljFgtb31HLXiLm+Yammt4h8eYq/t077I/ceZ6oVVt+U1/XF852KJs3z4gJkbaOVj7rJY9zTXi4WVj8uq8+eabeOutt0RtTN64cWM8//zzuHLlCnx8fNCzZ09MmTIFfn5+KnrMHroTiqiTgoICruqTay/FjrWWdRs6CrzFrZY/rpgzUvSsdc4Gb3Gr4Q9vOSO3DqVyRqyWt76jFrzFTXONsnY019gPjzGbfEpMy7W5AAUAHk0K4BFk6f+aNdLOwQpnyxmxWh77jy3Ky8vRuXNnq3+OQE5ODubNm4evvvoKS5cuxWOPPYawsDDExcXVt2t2QYtQRK0IgoCEhASwumHO3vrk2kuxY61l3YaOAm9xq+WPK+aMFD1rnbPBW9xq+MNbzsitQ6mcEavlre+oBW9x01xDcw3v8BhzVZ++3nepVq1GA/hEWj6St24doNeLPwcLnC1nxGp57D/OyqOPPopt27bh6tWrKCwsREpKCh555BHk5uZiypQpOHz4cH27KBvamJwgCIIgCIIgCIKod7IL6n59vW+na7i9L+KuTTawaxcwapSSnhGOiKenJ06fPm1XHVOnTsWpU6ck2Xz//ffo27evXef97rvvLD736NED33//PUJCQrB48WLMmzcPO3bssOsc9QUtQhEEQRAEQRAEQRD1ThN/zzo1Ho2K4dn8FsqvNzSXffLfUowa5aWgZ4Srkp6ejtTUVEk2xcXFCnkDzJ07Fx988AH27Nlj3p/L0aDH8Yg6ad26NVf1ybWXYsday7oNHQXe4lbLH1fMGSl61jpng7e41fCHt5yRW4dSOSNWy1vfUQve4qa5Rlk7mmvsh8eYTT49MShclL76W/L+iHNHXftPU86w0fLYf5QkOTkZgiBI+hs6dKhi/gQEBKBp06aoqKhATk6OYudREno7npPA6+7/BEEQBEEQBEEQYnl53TGsO3K1Vo2+QIern48AcPcNbR98UYCXn/JX2DvCUeD197HYt+PZwmg0okGDBigqKsLt27fRoEEDBbxUFpe9E+rs2bN4//33MWLECLRq1Qo6nQ7NmjXDlClTsG/fvlptMzMzMWPGDLRo0QJeXl7o0KED5s+fX2sHLy0txYIFC9ChQwd4eXmhRYsWmDFjBjIzM1mHxhSj0YgDBw7AaDRyUZ9ceyl2rLWs29BR4C1utfxxxZyRometczZ4i1sNf3jLGbl1KJUzYrW89R214C1ummtoruEdHmOu7tOH9/fAw31Da7Vx9y+DrlWeRdm7nxQhp7BM1DlY+6yWPc01xLZt21BUVIR27do55AIU4MKLUCNHjsSrr76K5ORkdOzYEZMmTUKTJk2wYcMGDBkyBEuXLrVqd/HiRURFRWHlypUICgrCxIkTYTAYsGjRIgwfPhxlZTUHvtLSUowYMQILFy5EYWEhJk6ciNDQUKxcuRJRUVG4ePGiwtHaR3Z2Nlf1ybWXYsday7oNHQXe4lbLH1fMGSl61jpng7e41fCHt5yRW4dSOSNWy1vfUQve4qa5Rlk7mmvsh8eYq/v0zpRuWPpAd3hoNTYsAN9OlndL3T7XBEs22/5dRTnDRstj/3E2fvnlF5w7d65G+Z9//oknn3wSADB79my13WKGyy5CRUZG4scff0R2djZ27NiBtWvX4uTJk/jiiy8gCAJeeuklnDlzpobdjBkzkJ2djWeffRYnT57E2rVrkZqaismTJ+PgwYN49913a9i8++67OHDgAKKjo3Hu3DmsXbsWiYmJ+Oijj5CdnY0ZM2aoETJBEARBEARBEIRDMCkqBAdfH4EeIQFWj/tE3AC0d+/IEfRu+Gkd3aFD8MfkyZPRv39/9O/fH19//TUA4PPPPzeXTZ482UK/efNmREREoEOHDhg1ahQeeOAB9OzZE0OHDsW1a9fw4IMP4rnnnquPUJjgsotQO3bswPTp02vsJv/UU08hNjYWBoMB69atsziWlJSEvXv3omnTpvjggw/M5e7u7lixYgU8PDzw6aefoqKiwnysoqICn376KQBg+fLl8PPzMx978cUX0a1bN+zduxdHjhxRIkyCIAiCIAiCIAiHpLGfDrOHt7N6zM27At5tLO/KyT0RrIZbBCGJlJQUJCYmIjExEVevVt7Bl5GRYS5LSUmx0E+bNg0PP/ww3NzccPjwYWzYsAHXrl3DmDFjsG7dOqxZswZareMu5dDG5FZ45ZVX8OGHH2LWrFn48ssvzeULFizAwoULMXPmTPMKZlVGjBiB+Ph47N6927wj/u7duzF8+HC0bdsWFy5cqGGzaNEizJ8/HwsWLMCbb74p22elNl4TBAElJSXw9vaGRmP7dli16pNrL8WOtZZ1GzoKvMWtlj+umDNS9Kx1zgZvcavhD285I7cOpXJGrJa3vqMWvMVNcw3NNbzDY8x1+TThs304kXnHqm3h6RbI3dzT/FnjZsCtPDdU3yqHcsb15hpeNyYnXPhOqNq4dOkSAKBZs2YW5cePHwcAREVFWbUzlZt0cm14w9o+V/VZn1x7KXastazb0FHgLW61/HHFnJGiZ61zNniLWw1/eMsZuXUolTNitbz1HbXgLW6aa5S1o7nGfniMuTaf8osqbB7zaZ8FjYceuhb5aDTyNFo+vRuD/7NN8jnk4Gw5I1bLY/8hHAtahKrGxYsXsXnzZgDAhAkTLI5duXIFABASEmLV1lRu0sm1qY3OnTtb/SsvLwdQ+cYC05/pJreqZaY3GQiCIEorCAL27t0Lg8HApF6DwYC9e/dCEARJPpi0JnvT+WrTiolDDW3VmMX6a6stpWjtvfb2ao1GY422kdP/WGlN18FgMNTallKukTWttbil1mut/1TXie0ncnLOVFY1jrquffX2tbdeKWOPvf2E1bVnoa3ajlL6iRytmFyubfxiNZ5Uj9neMaJ6H5PTT2zVUZsP1uKozd+qeqlaa3FY81mtflKfWjFjj5pjRPV+wKre6tqqcwOLMaJ6/5F6jayN2WKup9Q5ytacaKtea+0j5buBo84ltV17MeOJ2mNEXf2vkY8HbKH1NKDlP+PR7JEDaNArHW5+ZbhVYkDk/C2i5zM5117qmF89ZinzvZgcsOVD9bat7RqJ0db1W0zJfiJVS/CLe307wBN6vR6PP/44ysrKMG3aNPTq1cvieGFhIQDAx8fHqr2vr6+FTq6NXIxGIzZt2mT+HBUVhdDQUGzevNmciN7e3oiNjcWFCxcsNl7v3r07wsLCsHXrVuj1egCAp6cnRo0aBQCIi4sza7t06YK2bdvijz/+MN/e6ObmhnHjxiEjI8PimdaOHTsiIiIC8fHxKCoqsvD32rVrSE5ONn9u3749IiMj8eeff+LOnbu33I4dOxY5OTlITEw0l50+fRrdunVDQkIC8vLuvp519OjRKCgoQEJCgrmsdevW6NatW4047rnnHpSVlWHv3r3mspCQEPTs2bOGdtiwYQAqH6800axZM/Tp06eGdvDgwdDpdPjjjz9QnRMnTuDy5cvmzwMHDoS/vz+2bbv7f2wCAwMxaNAgnDp1ynxXHgD069cPjRs3tjhXgwYNMGzYMPz11184f/68ubx3795o2bKlRX/w9fXFyJEjce7cOZw9e9Zc3rNnT7Rq1QpbtmwxfyHx8vLCqFGjcOnSJZw6dcqs7dq1K8LDw7F9+3bzwqe7uzvGjh2Ly5cvW9zR16lTJwBAfHw8SkpKAAAajQYTJkxAZmYmjh49atZGRESgY8eO2LNnDwoKCszl48ePR1ZWFg4fPmwua9euHTp37ox9+/bh1q1b5vJ7770X+fn5OHjwoLksLCwM3bt3x4EDB5Cbmwug8lrFxsaiuLgY+/fvN2tDQ0MRFRWFw4cPIysry1w+YsQIGAwG7Nmzx1zWokUL9OnTB0eOHMG1a9fM5UOHDjXfmmy6TsHBwejfvz+OHTuGjIwMszYmJgY+Pj7YsWOHuSwoKAgxMTE4ceIE0tPTURW9Xm/RTxo2bIghQ4bgzJkzFo/69u3bF8HBwRbX3kRqaipSU1PNn2sbI0xv7TTFYWuMGDNmDNLS0nDy5EmzvrYxIjMz06JeW2PE+PHjLXSAtDEiPDwcXbt2FT1G9OjRA4cOHbJ444utMaJXr15ISkrCjRs3zOW2xoh+/fohJSXFHDdgfYxo0qQJBgwYYNGOAB9jhAnWY0RkZCTat2+P+Ph4c8wsxoi2bdsCAPbv34/bt2+by8WOEUDlG3SrXgdA/BgRFxdX6xjh5uaGXbt2mcuSkpIQHR0taow4dOiQ1TEiOjoaAQEBFj5LGSP8/f0xfPhwSWOE2O8R1ccIgM33iIkTJ1p8j4iLi+NijGjZsiUAIDk52aKfsBojqn+PyM3NRUBAgN1jhCnnTcekfo8w/U9Vk72UMcKErTFi586dFt8jAODq1asW/cTWGCEIAm7cuFHn94i4uDhJY4SS3yOqjxEsvkdER0ejUaNG2LJli7ls//79GDp0KBdjhMlXU/+pPkb08QVOwA2A6fGvqgsMGrh5V9QoLy4HXvnxEGL8bqI6LMeIuLg4Wd8jqo5dgLQxAgBKSkos+omtMSI6OtriPIDtMaJv3741tLa+R1y/fh0hISH1+lvD1hhh+h5hMBjg5uYGgkMEB+W+++4TIiIiJP0lJibWWufTTz8tABDCw8OF3NzcGsfbtWsnABB27txp1f6rr74SAAizZs0ylz3xxBMCAGHevHlWbc6dOycAEDp06CAh+prodDpBp9MJBoPB/Gc0GgVBECzKDAaDIAiCYDQaRWkNBoOwceNGoaKigkm9FRUVwsaNG83HxPhgNBrNWpO9Xq+vUysmDjW0VWMW66+ttpSitffa26vV6/U12kZqvdZilqs1XYeKiopa21LKNbKmtRa31Hqt9R+9Xi+rn8jJOUEQasRR17Wv3r721msrt5ToJ6yuPQtt1XaU0k/kaMXkcm3jF6vxpHrM9o4RtsYeKf2ktvHLlg/W4qjN36p6qVprcdgaexx9LmEx9qg5RlTvB6zqra6tOjewGCOkjvnV6zUYao7ZYq6n1DnK1pxoq15r7SPlu4GjziW1XXsx44naY4SY/jf9qwSh9dzNkv7C5m622tfEtGVd117qmF89ZinzvZgcsOWDlO/jYrR1/RbjaX4w/T4m+MNh74RKT0+3WIkXQ3Fxsc1jCxcuxBdffIHg4GBs374dgYGBNTT+/v4AUOOOnur1V30Dnhwbe7C2S761Mo1GY3Uzuepao9GIkJAQaLXaGsfk1mv6v2Vifahat8ne9O+6tGLiUENrilmsv6YyW+VitfZce3u1dbWNnGtvr9bkj0mjhA8ajcZq3PZce1Ofl3KNrPU/qddTbBwm36q3rz31Sh17qsfsyFprcdfnGFHb+MVqPKkesz1jRG19p7rWVr1y+p+1OMTMZ3K01trHVm45+lxSl1bs2GPSi6nXXq29/U+s1jQ31HaNpVx7KWN+9ToEQZDU/+z5XljbnCilfdT8bqC2tq5rX9d4IrVeFrlcV//78ckBePL7JPxxpuadTbYQYL2vsWh3OWN+XfZifRCbA4C07+NitXX9FuNlfiD4hd6OB2D58uWYM2cOAgICsGfPHvTo0cOqbtKkSfjtt9+wfPlyzJ49u8bxl19+GUuWLMHSpUvx3HPPAQCWLl2KF154Affffz9+/vnnGjZxcXEYN24cJk2ahA0bNsiOgXb/JwiCIAiCIAjCmUlMy8Vj3xxGqd4oSr/jhcHoEOyvsFcEj9DvY35x+Y3JV69ejWeeeQY+Pj6Ii4uzuQAFVD7LDMBin4qqmMpN+w/JteEJo9GIxMRE8yZv9V2fXHspdqy1rNvQUeAtbrX8ccWckaJnrXM2eItbDX94yxm5dSiVM2K1vPUdteAtbppraK7hHR5jluJTvzZBOPv2GAzp0NjqcUEAyq41RN7OSNw50hqj/rNX8jlY+8zSnuYawhlw6UWoLVu24PHHH4eHhwc2bNiAgQMH1qofO3YsAGDTpk01Xk2ZlZWFffv2ISAgADExMebygQMHIiAgABcvXrTYQNHEL7/8AgAYN26cveEoRtXNd3moT669FDvWWtZt6CjwFrda/rhizkjRs9Y5G7zFrYY/vOWM3DqUyhmxWt76jlrwFjfNNcra0VxjPzzGLNWn72b0q1FWfKEprn01FDd+GIiCI21QcDQMRgEIezUO649mUM4w0vLYfwjHwmUXoRISEjB16lQAwNq1axEbG1unTd++fTFw4EDcvHkTc+fONZfr9XrMnj0bFRUVeOaZZ+Dhcfc1op6enpgzZw4AYM6cORZ7Q3388cc4ceIEYmJizG9ZIwiCIAiCIAiCIKSh9aqA/pav+bM+zw8VNxsAAF7+5RSeO6jBW7+dQk5hma0qCIJQAYfdmNxexo0bh5KSErRp0wYbN27Exo0ba2hiYmLwxBNPWJStXLkS0dHRWLZsGeLj4xEZGYmkpCRcunQJ/fr1wxtvvFGjnnnz5mHnzp04cOAA2rdvj0GDBuHy5ctITExEUFAQVq5cqVSYBEEQBEEQBEEQTsc/h4RjxZ+XzJ91LfPh1qAYhjs+5rKiv1rAM/jO35+0+C4xA98lZmDOsLZ4aVRHlT0mCAJw4Y3JxeyY/9hjj2HVqlU1yjMyMjB//nxs27YNeXl5CA0NxfTp0/H666/D29vbal0lJSVYvHgxfvzxR2RkZKBRo0YYPXo0Fi1ahNDQUHvDUWzjNUEQUFBQAH9/fyZvGbC3Prn2UuxYa1m3oaPAW9xq+eOKOSNFz1rnbPAWtxr+8JYzcutQKmfEannrO2rBW9w019Bcwzs8xmyPTx3eiEO54e7n/D0dcSexLdwbFcK30zX4dr4Gj0DrbynvGxaIn5+OVt1ne+xprhEPbUzOLy57J5Q9a2+hoaGS717y9vbGwoULsXDhQtnnJQiCIAiCIAiCICo58NpI9H57p/mzf8/L8Ol4DZ7Bd1DXGsnh9Dz8ciQDU3vZf0MAQRDicdk9oQhxCIKA3bt327Vox7I+ufZS7FhrWbeho8Bb3Gr544o5I0XPWuds8Ba3Gv7wljNy61AqZ8Rqees7asFb3DTX0FzDOzzGbI9Pjf10mDs6wvzZPaAEuma2FqBq1r9ke6rkcwLOlzNitTz2H8LxoEUogiAIgiAIgiAIwiH559B2aOavk2WbW1TO2BuCIOqCFqEIgiAIgiAIgiAIh2THmRu4USDvjXd872pEEM4JLUIRddKsWTOu6pNrL8WOtZZ1GzoKvMWtlj+umDNS9Kx1zgZvcavhD285I7cOpXJGrJa3vqMWvMVNc42ydjTX2A+PMdvjk/hH6mouObVr6if7vM6WM2K1PPYfwrFw2bfjORu0+z9BEARBEARBEK5G1wXbUFBmsHm8It8HxWebo0GfNGjcjeZyDYCfnuqPfm2CVPCSUBv6fcwvdCcUUStGoxFHjhyB0WisW6xCfXLtpdix1rJuQ0eBt7jV8scVc0aKnrXO2eAtbjX84S1n5NahVM6I1fLWd9SCt7hprqG5hnd4jNlen6wtQAkCcCc5DNe/H4hrXw3Drb0dUXKpiYXmycHhshegnC1nxGp57D+E40GLUESdZGZmclWfXHspdqy1rNvQUeAtbrX8ccWckaJnrXM2eItbDX94yxm5dSiVM2K1vPUdteAtbpprlLWjucZ+eIxZrk+/HMmwWq7RAMXnmqH8ekNzWdFfLQAAIY28sPap/nj93k6yzmnC2XJGrJbH/kM4Fu717QBBEARBEARBEARBSOWjHedsHvPtdA1lGXfvdCq50BTrn4hBr3YBarhGEIQN6E4ogiAIgiAIgiAIwuHIK7L9VjyfiOuA9u5jY4LeHeNfSsO5rAI1XCMIwga0MbmToNTGa4Ig4NatW2jYsCE0GvtfYmpvfXLtpdix1rJuQ0eBt7jV8scVc0aKnrXO2eAtbjX84S1n5NahVM6I1fLWd9SCt7hprqG5hnd4jNkenyLnb0Nxue1NybPW9UHppabmz95ts9B0ajJGdmqKrx/rUy8+22NPc414aGNyfqE7oYg60el0XNUn116KHWst6zZ0FHiLWy1/XDFnpOhZ65wN3uJWwx/eckZuHUrljFgtb31HLXiLm+YaZe1orrEfHmOW61OfsIa1HvftdM3ic0laExhKPLDzr5vo+uY2Wec04Ww5I1bLY/8hHAtahCJqRRAE/PHHH2B1w5y99cm1l2LHWsu6DR0F3uJWyx9XzBkpetY6Z4O3uNXwh7eckVuHUjkjVstb31EL3uKmuYbmGt7hMWZ7fHpjbGe41/KL1qf9DWjcq9wpZdSiOLUZAKCg1IAeb26XfE7A+XJGrJbH/kM4HrQIRRAEQRAEQRAEQTgcHYL98dbELnCzcVyrM8C77U2LsqK/Wpr/fatUj8/izyvoIUEQ1aFFKIIgCIIgCIIgCMIhebhfa2x9YTB6hlp/6131R/LKrgRCX3D3kbLluy8o6h9BEJbQIhRRJ02aNOGqPrn2UuxYa1m3oaPAW9xq+eOKOSNFz1rnbPAWtxr+8JYzcutQKmfEannrO2rBW9w01yhrR3ON/fAYs70+dQj2x4b/F4PkeSPROtDL4ph325vQeFZUKdGg+GwL86eSCiPk4Gw5I1bLY/8hHAt6O56TQLv/EwRBEARBEARBADHv7ULmrbu/i3LiuqHoVKj5s2fzW2j+aIL5c/p7Y1X1j1Ae+n3ML3QnFFErRqMRx44dg9Eo7/8QsK5Prr0UO9Za1m3oKPAWt1r+uGLOSNGz1jkbvMWthj+85YzcOpTKGbFa3vqOWvAWN801NNfwDo8xK+FTmd6yruqP5JVfb4iKfB/z5ye+S5JUv7PljFgtj/2HcDxoEYqok8uXL3NVn1x7KXastazb0FHgLW61/HHFnJGiZ61zNniLWw1/eMsZuXUolTNitbz1HbXgLW6aa5S1o7nGfniMmbVPReUGi89eYbnQepdZav66+0jezr9uIua9eEnncLacEavlsf8QjgUtQhEEQRAEQRAEQRBOg6+n5fvyNFoBPh2vW5QVn2mBqhvTZN4qoTflEYQK0CIUQRAEQRAEQRAE4TTMHtauRln1R/Iqcv1Rke1vUfb5HnpTHkEoDW1M7iQotfGaIAjIzc1FUFAQNBpNvdcn116KHWst6zZ0FHiLWy1/XDFnpOhZ65wN3uJWwx/eckZuHUrljFgtb31HLXiLm+Yammt4h8eYlfJpyAe7cTmvuMp5gKsrhsNQ4G0ua9D/AhoNSTV/1gBIE7FJubPljFgtj/3HFrQxOb/QnVBEnfj7+9ctUrE+ufZS7FhrWbeho8Bb3Gr544o5I0XPWuds8Ba3Gv7wljNy61AqZ8Rqees7asFb3DTXKGtHc4398BizEj79+cowRDa/W69GU/NuqKK/LB/Jk7Ku4mw5I1bLY/8hHAtahCJqRRAEbNu2DaxumLO3Prn2UuxYa1m3oaPAW9xq+eOKOSNFz1rnbPAWtxr+8JYzcutQKmfEannrO2rBW9w019Bcwzs8xqykT1ueG4yvHu1lOhN8qi1CGW77oPxaQ/Pn4AY6UfU6W86I1fLYfwjHgxahCIIgCIIgCIIgCKckNrKZ+d+ewXfgHlhocbzqW/L0elpcIQiloUUogiAIgiAIgiAIwumx9khe8dnmEIyV/84uKq8HrwjCtaBFKKJOAgMDuapPrr0UO9Za1m3oKPAWt1r+uGLOSNGz1jkbvMWthj+85YzcOpTKGbFa3vqOWvAWN801ytrRXGM/PMastE+PRYeictvxmotQhiIvlF4Jklyns+WMWC2P/YdwLOjteE4C7f5PEARBEARBEARhnbBX48z/vr4qBuVZAebPft2uIGjMSQBAuoi34xH8w8vv47Nnz+K3337Djh07cP78eWRlZaFRo0YYMGAAXnjhBQwaNMimbWZmJubPn49t27YhLy8PrVq1woMPPojXX3/dHJ8jQndCEbUiCAJOnjzJdONLe+qTay/FjrWWdRs6CrzFrZY/rpgzUvSsdc4Gb3Gr4Q9vOSO3DqVyRqyWt76jFrzFTXMNzTW8w2PMas01Vam+QXlRanMI+sqfxjmFZaLqc6acEavlsf/wzsiRI/Hqq68iOTkZHTt2xKRJk9CkSRNs2LABQ4YMwdKlS63aXbx4EVFRUVi5ciWCgoIwceJEGAwGLFq0CMOHD0dZWd39lFdoEYqoFUEQcOnSJaZfcuypT669FDvWWtZt6CjwFrda/rhizkjRs9Y5G7zFrYY/vOWM3DqUyhmxWt76jlrwFjfNNTTX8A6PMas11wBG8+fqj+QJZR4oSWsCAHjp5+Oi6nOmnBGr5bH/8E5kZCR+/PFHZGdnY8eOHVi7di1OnjyJL774AoIg4KWXXsKZM2dq2M2YMQPZ2dl49tlncfLkSaxduxapqamYPHkyDh48iHfffbceomEDLUIRBEEQBEEQBEEQTk0Lr7sLJ+4NSqELyTV/1nhWwFCoAwDsOZetum+E87Jjxw5Mnz4dnp6eFuVPPfUUYmNjYTAYsG7dOotjSUlJ2Lt3L5o2bYoPPvjAXO7u7o4VK1bAw8MDn376KSoqKlSJgTW0CEUQBEEQBEEQBEE4NY9GWN6949c1Ez4R19BkcjJCn9kJ/55XzMeGL9mttnuEC9K9e3cAwLVrlnfmbd68GQAwfvx46HQ6i2PBwcEYNGgQ8vPzkZCQoI6jjKFFKKJWNBoN+vXrB41Gw0V9cu2l2LHWsm5DR4G3uNXyxxVzRoqetc7Z4C1uNfzhLWfk1qFUzojV8tZ31IK3uGmuobmGd3iMWa25ZtKwfhjc/u5b8Py6ZaLJpBT4dMiCxt1oob+UU4wdZ24o5jNvOSNWy2P/cWQuXboEAGjWrJlF+fHjlY+ERkVFWbUzlZt0jga9Hc9JUGr3f0EQYDAY4ObmxmSwsbc+ufZS7FhrWbeho8Bb3Gr544o5I0XPWuds8Ba3Gv7wljNy61AqZ8Rqees7asFb3DTX0FzDOzzGrPZc0+a1LaJsGvl4IGV+bJ31OUPOiNXy2H9s4eXlhfLycnTq1Mnq8dOnT6vskSUXL15E586dUVZWhuTkZPTq1ct8LCoqCikpKfjtt98wYcKEGrbLli3D888/jxdffBEfffSRmm4zge6EImpFEATExcUx3fjSnvrk2kuxY61l3YaOAm9xq+WPK+aMFD1rnbPBW9xq+MNbzsitQ6mcEavlre+oBW9x01xDcw3v8Biz2nPN0A5BdRsAyC+2vd+Os+WMWC2P/ccR0ev1ePzxx1FWVoZp06ZZLEABQGFhIQDAx8fHqr2vr6+FztFwr28HCIIgCIIgCIIgCEINljzQE73f3ilKm5iWi35txC1aEfzh6elp9x1PU6dOxalTpyTZfP/99+jbt6/N48888wz279+P8PBwfP755zWOmxb5arsjzZGhRSiCIAiCIAiCIAjCJWjsp8OcYW3x2e6LVo8bK7TQelTuEfXs6qNInHePmu4RnJGeno7U1FRJNsXFxTaPLVy4EF988QWCg4Oxfft2BAYG1tD4+/sDAIqKimqt38/PT5JfvECP4xF10qBBA67qk2svxY61lnUbOgq8xa2WP66YM1L0rHXOBm9xq+EPbzkjtw6lckaslre+oxa8xU1zjbJ2NNfYD48xqz3XvDSqo8UxY4UWRanNkL0hCpmf3gN9YeUbybIKy5FTWFZnffb6o6QdzTX2kZycDEEQJP0NHTrUal3Lly/HggULEBAQgG3btqFdu3ZWda1atQIAZGZmWj1uKjfpHA3amNxJUGpjcoIgCIIgCIIgCGej7atxMAAQjMDVL4bDUOBtPtZoxGk06J0OAPDQAuffHVs/ThKy4e338erVq/HII4/A29sbO3bswMCBA21qFyxYgIULF2LmzJn4+uuvaxwfMWIE4uPjER8fj2HDhinptiK47J1QZ8+exfvvv48RI0agVatW0Ol0aNasGaZMmYJ9+/bVapuZmYkZM2agRYsW8PLyQocOHTB//nybHXzo0KHQaDQ2/7Zt26ZEiEwQBAFnzpxhuvGlPfXJtZdix1rLug0dBd7iVssfV8wZKXrWOmeDt7jV8Ie3nJFbh1I5I1bLW99RC97iprmG5hre4THm+pprXojtAADQaAGvVrkW+qIzLcz/rjACsR/vYeozbzkjVstj/3EEtmzZgscffxweHh7YsGFDrQtQADB2bOWi56ZNm1BWZnknXlZWFvbt24eAgADExMQo5rOSuOwi1MiRI/Hqq68iOTkZHTt2xKRJk9CkSRNs2LABQ4YMwdKlS63aXbx4EVFRUVi5ciWCgoIwceJEGAwGLFq0CMOHD6/RSapy33334bHHHqvx17JlS4WitB9BEHD+/HmmX3LsqU+uvRQ71lrWbego8Ba3Wv64Ys5I0bPWORu8xa2GP7zljNw6lMoZsVre+o5a8BY3zTU01/AOjzHX11wzZ3h78799O12z0JdnBcBQ5Gn+fO5mEXacucHMZ95yRqyWx/7DOwkJCZg6dSoAYO3atYiNja3Tpm/fvhg4cCBu3ryJuXPnmsv1ej1mz56NiooKPPPMM/Dw8FDMbyVx2Y3JIyMj8eGHH+K+++6Dp+fdAebLL7/E008/jZdeegmxsbGIjIy0sJsxYways7Px7LPPYtmyZQAqO8MDDzyADRs24N1338Vbb71l9ZxLlixBWFiYYjERBEEQBEEQBEEQ4vjnkHCs+PMSvMJyoPUpg0fjQvh2ugqfiBtw866w0M795QRi5zerJ08JR2XcuHEoKSlBmzZtsHHjRmzcuLGGJiYmBk888YRF2cqVKxEdHY1ly5YhPj4ekZGRSEpKwqVLl9CvXz+88cYbKkXAHpddhNqxY4fV8qeeegq//vorduzYgXXr1mHBggXmY0lJSdi7dy+aNm2KDz74wFzu7u6OFStWYPPmzfj0008xb948h12VJAiCIAiCIAiCcAXmjumEr/ZegsFNQMundkPrabCpzS+usHmMIGxx69YtAEBaWhrS0tJs6qovQrVv3x4pKSmYP38+tm3bhg0bNiA0NBTz5s3D66+/bt7zyhFx2cfxaqN79+4AgGvXLG/L3Lx5MwBg/Pjx0Ol0FseCg4MxaNAg5OfnIyEhQR1HVUCj0aB3797QaDRc1CfXXooday3rNnQUeItbLX9cMWek6FnrnA3e4lbDH95yRm4dSuWMWC1vfUcteIub5hqaa3iHx5jre67Z+vxgAKh1AcrEZ/Hn66zPXn9Y2tFcU/8IQt1v01u1apVV29DQUKxcuRLXr19HWVkZLly4gEWLFsHb29uq3lGgt+NZYerUqVi/fj3mz59v8WjdpEmT8Ntvv2H58uWYPXt2DbuXX34ZS5YswdKlS/Hcc8+Zy4cOHYo///wT8+bNQ25uLrRaLTp06IBJkyYxe60ib7v/EwRBEARBEARBOAL/+vkY1h+9WqfO002Dc+/cq4JHhL3Q72N+oTuhqnHx4kXzHU8TJkywOHblyhUAQEhIiFVbU7lJV523334bK1aswPLly/Hcc8+hXbt2WLRokST/OnfubPWvvLwcAGA0Gs1/pvXFqmVGoxFA5YqsGK3RaMRvv/0GvV7PpF69Xo/ffvvNfEyMD6YV4qr2BoOhTq2YONTQVo1ZrL+22lKK1t5rb6/WYDDUaBup9VqLWa7WdB30en2tbSnlGlnTWotbar3W+o/BYJDVT+TkHIAacdR17au3r7312sotJfoJq2vPQlu1HaX0EzlaMblc2/jFajypHrO9Y4StsUdKP6lt/LLlg7U4avO3ql6q1loctsYeR59LWIw9ao4R1fsBq3qra6vODSzGCKljfvV6jcaaY7aY6yl1jrI1J9qq11r7SPlu4KhzSW3XXsx4ovYYYW//E6Ot6/v4kvsrn4Spi3KDvDG/um9S5nsxOWDLBynfx8Vo6/otpmQ/kaol+MVl94Syhl6vx+OPP46ysjJMmzYNvXr1sjheWFgIAPDx8bFq7+vra6EzMXjwYDzxxBMYMGAAmjdvjoyMDPzyyy94++23MX/+fDRo0MDizim5GI1GbNq0yfw5KioKoaGh2Lx5szkRvb29ERsbiwsXLuDMmTNmbffu3REWFoatW7eaJyVPT0+MGjUKABAXF2fWdunSBW3btsUff/xhXll2c3PDuHHjkJGRgZSUFLO2Y8eOiIiIQHx8PIqKiiz8vXbtGpKTk82f27dvj8jISPz555+4c+eOuXzs2LHIyclBYmKiuez06dPo1q0bEhISkJeXZy4fPXo0CgoKLB6JbN26Nbp161YjjnvuuQdlZWXYu3evuSwkJAQ9e/asoR02bBgAYPfu3eayZs2aoU+fPjW0gwcPhk6nwx9//IHqnDhxApcvXzZ/HjhwIPz9/bFt2zZzWWBgIAYNGoRTp07h0qVL5vJ+/fqhcePGFudq0KABhg0bhr/++gvnz583l/fu3RstW7a06A++vr4YOXIkzp07h7Nnz5rLe/bsiVatWmHLli3mCcXLywujRo3CpUuXcOrUKbO2a9euCA8Px/bt280Ln+7u7hg7diwuX76M48ePm7WdOnUCAMTHx6OkpARA5S28EyZMQGZmJo4ePWrWRkREoGPHjtizZw8KCgrM5ePHj0dWVhYOHz5sLmvXrh06d+6Mffv2mZ+xBoB7770X+fn5OHjwoLksLCwM3bt3x4EDB5CbW/nq3bi4OMTGxqK4uBj79+83a0NDQxEVFYXDhw8jKyvLXD5ixAgYDAbs2bPHXNaiRQv06dMHR44csXhsd+jQoebbk03XKTg4GP3798exY8eQkZFh1sbExMDHx8dif7qgoCDExMTgxIkTSE9PR1X0er1FP2nYsCGGDBmCM2fO4MKFC+byvn37Ijg42OLam0hNTUVqaqr5c21jxMWLFy3isDVGjBkzBmlpaTh58qRZX9sYkZmZaVGvrTFi/PjxFjpA2hgRHh6Orl27ih4jevTogUOHDiE7O9tcbmuM6NWrF5KSknDjxt235NgaI/r164eUlBRz3ID1MaJJkyYYMGCARTsCfIwRJliPEZGRkWjfvj3i4+PNMbMYI9q2bQsA2L9/P27fvm0uFztGAJVv0K16HQDxY0RcXFytY4Sbmxt27dplLktKSkJ0dLSoMeLQoUNWx4jo6GgEBARY+CxljPD398fw4cMljRFiv0dUHyMANt8jJk6caPE9Ii4ujosxwvTG4+TkZIt+wmqMqP49Ijc3FwEBAXaPEaacNx2T+j3C9D9iTfZSxggTtsaInTt3WnyPAICrV69a9BNbY4QgCLhx40ad3yPi4uIkjRFKfo+oPkaw+B4RHR2NRo0aYcuWLeay/fv3Y+jQoVyMESZfTf1HiTGiKrbGiE4NDPjrjukejaqPm1Vd0NDgg03H0VG4bPZZzveIqmMXIG2MAICSkhKLfmJrjIiOjrY4D2B7jOjbt28Nra3vEdevX0dISEi9/tawNUaYvkcYDAa4ubmB4BDBQbnvvvuEiIgISX+JiYm11vn0008LAITw8HAhNze3xvF27doJAISdO3datf/qq68EAMKsWbNExbB9+3YBgBAQECAUFxeLsrGFTqcTdDqdYDAYzH9Go1EQBMGizGAwCIIgCEajUZTWYDAIGzduFCoqKpjUW1FRIWzcuNF8TIwPRqPRrDXZ6/X6OrVi4lBDWzVmsf7aakspWnuvvb1avV5fo22k1mstZrla03WoqKiotS2lXCNrWmtxS63XWv/R6/Wy+omcnBMEoUYcdV376u1rb722ckuJfsLq2rPQVm1HKf1EjlZMLtc2frEaT6rHbO8YYWvskdJPahu/bPlgLY7a/K2ql6q1FoetscfR5xIWY4+aY0T1fsCq3uraqnMDizFC6phfvV6DoeaYLeZ6Sp2jbM2Jtuq11j5Svhs46lxS27UXM56oPUbY2//EaMV8H8+6XSy0nrtZaD13s9Dqlc1C8EMHBL8e6ULAwFRzeeu5m4V2r8VJHvOr+yZlvheTA7Z8kPJ9XIy2rt9iSo/5UrSm38cEfzjsnVDp6ekWK/FiKC4utnls4cKF+OKLLxAcHIzt27cjMDCwhsbf3x8AatzRU71+Pz8/Uf7Exsaid+/eSE5OxqFDh8wr4Pag1dZ8wtJamUajsbqhXHWt0WiEr68vtFptjWNy6zXdMSbWh6p1m+xN/65LKyYONbSmmMX6ayqzVS5Wa8+1t1dbV9vIufb2ak3+mDRK+KDRaKzGbc+1N/V5KdfIWv+Tej3FxmHyrXr72lOv1LGnesyOrLUWd32OEbWNX6zGk+ox2zNG1NZ3qmtt1Sun/1mLQ8x8JkdrrX1s5ZajzyV1acWOPSa9mHrt1drb/8RqTXNDbddYyrWXMuZXr0MQBEn9z57vhbXNiVLaR83vBmpr67r2dY0nUutlkcv29D+x2rq+jzdtULnZc8mlxsjd1g2GgsrPbr6lCBhwHpq/zSqMgqwxv7q/Yud7uTkASPs+LlZb128xXuYHgl9oY3IAy5cvx5w5cxAQEIA9e/agR48eVnVyNyavjYceeghr1qzB6tWr8dBDD8mOgTZeIwiCIAiCIAiCkEZOYRmS0/OQX1yBt347iYKbvrj29VALTdMHD8G79d1HMtPfG6uyl4RU6Pcxv7j8xuSrV6/GM888Ax8fH8TFxdlcgAIqn2UGYLFPRVVM5ab9h8SQn58PQPzdU2ojCAJSU1OZbe5mb31y7aXYsdaybkNHgbe41fLHFXNGip61ztngLW41/OEtZ+TWoVTOiNXy1nfUgre4aa6huYZ3eIy5PueaDSmZGP/JfsxefRSv/XoSpQbAI6gIHk3v7imo8dBDn+8jqj57/WFtR3MNwSMuvQi1ZcsWPP744/Dw8MCGDRswcODAWvVjx1aueG/atAllZWUWx7KysrBv3z4EBAQgJiZG1Pmzs7Oxb98+AJUb+/GIIAg4e/Ys0y859tQn116KHWst6zZ0FHiLWy1/XDFnpOhZ65wN3uJWwx/eckZuHUrljFgtb31HLXiLm+Yammt4h8eY62uu+XLvRbz083Fcv1MKY7VT+3XJhHe7G2g8/ihC5uyEf4+MOuuz1x8l7GiuIXjEZRehEhISMHXqVADA2rVrERsbW6dN3759MXDgQNy8eRNz5841l+v1esyePRsVFRV45pln4OHhYT526NAh7N69u0aipqenY/LkySgqKsKECRPMbxUhCIIgCIIgCIIglONcVgGWx1+AwcZaSoM+6Wh63xH4Rl6H1tOgrnME4eQ47Mbk9jJu3DiUlJSgTZs22LhxIzZu3FhDExMTgyeeeMKibOXKlYiOjsayZcsQHx+PyMhIJCUl4dKlS+jXrx/eeOMNC/3Zs2fxj3/8A82bN0eHDh3QrFkzZGZm4siRIygtLUXnzp3x3//+V8lQCYIgCIIgCIIgiL9ZfyQDBaV62fbvbT2Lzgz9IQhXwmUXoW7dugUASEtLQ1pamk1d9UWo9u3bIyUlBfPnz8e2bduwYcMGhIaGYt68eXj99dfNG6CZ6NevH/75z38iMTERZ86cQUJCAnx9fdGjRw/cf//9+Oc//wlvb2/m8bFCo9GgZ8+ezN4wYG99cu2l2LHWsm5DR4G3uNXyxxVzRoqetc7Z4C1uNfzhLWfk1qFUzojV8tZ31IK3uGmuobmGd3iMuT7mmpsF5bDngbJvE9Lwn/HtnSZnxGp57D+E40Fvx3MSaPd/giAIgiAIgiCIulm85Qy+2ptm10JUn7BGWPf0AGY+EWyh38f84rJ7QhHiMBqN2Lx5M4xGIxf1ybWXYsday7oNHQXe4lbLH1fMGSl61jpng7e41fCHt5yRW4dSOSNWy1vfUQve4qa5huYa3uEx5vqYa+7rFYrG/p521XkqI89pckaslsf+QzgeLvs4HiEeg4HtZnz21ifXXooday3rNnQUeItbLX9cMWek6FnrnA3e4lbDH95yRm4dSuWMWC1vfUcteIub5hpl7WiusR8eY1ZrrskpLMNPSZn4OekKcgrK7azRvgeKeMsZsVoe+w/hWNAiFEEQBEEQBEEQBMEdOYVlSE7PQ35xBRr5eKB3WCAA1Chr7KdDTmEZ1iRexpZTN1BabkCrIF/MHtYWbZv44fClXPx+WYMPlh/A1dtsHs9q5kW72hCEHGgRiqiT6put13d9cu2l2LHWsm5DR4G3uNXyxxVzRoqetc7Z4C1uNfzhLWfk1qFUzojV8tZ31IK3uGmuUdauXKvDtlM3cLtUb7EAIbdeWzprix/WzsMaVuetrZ662saWrdRysfHkFJbhTIEnipIyEOjradYcuZyHdUcycfNOGYrL9fDxdMcvRzIBAEYB5rI957LRtWUAfjhwGedvFsDw99rQ5dxiHLqYgzZN/NDY1xMpWW4oMrBZgNIAuK+9fT+left+JlbL25hLOB60MbmTQBuvEQRBEARBEM6MtUWJpg10uL9XCHq1DnS48yh1XnvqsWXbtWUATl69Lbr8/l4hAFCnH7bOF9spGDv+ysLpq3fg7qZBgLcHcgrLcDW/BAAQ0sgHQX6euF1SgdJyA26VVODG7VKrD8hpNUBwAy9kF5RBb2Tz09fHUwsNNNB5aDG+Wws8M6K9KouUhHjo9zG/0J1QRK0IgoBLly4hPDycyas47a1Prr0UO9Za1m3oKPAWt1r+uGLOSNGz1jkbvMWthj+85YzcOpTKGbFa3vqOWvAWd33ONfbcQeMIc01OYRnWJWfiaFo2fH28EODtgfzicmQXlAHIROsgX3O89sw1OYVlWHck02Lxw9Z5WMLqvKZ6jl+5hTK9ER5uWty8U4brtysXb1oF+uDOzatW28aWD9dvleBwWh50blp4ebrVWZ5dUIbSisvQQIMLNwttxgPg7/PdhqGiHE0b+Zs1GXnF0EIDdzcNIoL9odFoUKE34oqxGAAQ4OWO5gHeaNbAC4lpucgusFyA0uDujk1GASgp18PI8N6L4vLKjbmLyg347uBlbDx2FR8/0AMjOgWb2zI5PQ8ZeSXIKSxFYz8vhAZ6mx8nTErLw/kr19C+VQv0aWP97jBr+Wyrb1fXhzfxw6XsQlzJK8aFzJtoF9IUrQJ9bI4LOYVltfp0LqsA649k4OadMngYSzFzeGdENGvArD0J14IWoYhaEQQBp06dQps2bZj9OLCnPrn2UuxYa1m3oaPAW9xq+eOKOSNFz1rnbPAWtxr+8JYzcutQKmfEannrO2rBW9z1NddYu5tkz7ls0XfQOMJck5yeh5t3SlFeWoyosMbQaLVo1sALqVkFyL5ThuT0fIzu0kxSvdZ0lecps1j8sHUelrA6b3J6Hs5nFeBmQRk83TUoLAPctMDtEgHnswqQnJ6H8kvW28aWD4lpubhTokeAtwe6hzasszw1qwAXbxYC1RaRqscDCJXn02rhJxSjeYMmZk1uYTmMgoAWDb3NfpYbBGir/BsANBoNtBoN9FVe1lZ1AcqE3ghAEP4+Kg+dO1Cmr1pyt77bJXq8uv4E3r+vGwQAKxPScCWvBLeKy+GurWyH0Ea+dx8nNApIu5oF34vF8E5ww9CIJpjWp5XNxxBN+dwztGGNPltdX2EwIr+4Ah5aLfKLy1BcUgbvtEK0CvSxOi6Y7W+X4sr1LLS6acCf5+/qVidexjf703C7uAIVBiOM+gokXzuKmYPa4OF+rWW3J+G60CIUQRAEQRAEQTgo9XXnjtrkF1eguNwAH3eYf3xrNJXxFpXrcavY3jedVT1P5cKKkudR6rwZeSXIyCtBud4IaLTwdNOi3GBEud5YeSy/BMESffBw06LCUHlXlZjyAG8PXM4tggYatArysRmPAJjPV14GS02ZHlqNBrdLKtCsgRc0Gg083TTmu5k83SrrFAQBhaV6i4UnAZWP4FV98s7PUwtBDxTJeLGbFsDjA1pjV+pNXM4tsanLKSzHkh2pKCo3ILewHKUVBgh/L1Tp3LW4lFMIY3blQlojXw/kl2mQm1cMg1HA1fwSnL9ZiAndWtR4DLFqPoc28q52Tsv89/Fww/mcYhSV6SEAcNNWLtBpyg1IzylGcXllA5jGBQt7rQae2sp+kF1YDiATeqOAb/an4dqtEmg1Gni5a1FoBK7dLsE3+9PQJywQHYL9pTcq4dJo69sBgiAIgiAIgiDkUf3uleYB3ogI9oe7m6bKHSeOTyMfD/h4uqFYX7nwAFT+93ZJBXw93dHQx5Phedxxu6RC0fModd6cwlIYjAIMgoAAL3f4eLojwMsdBkGA0Sggt7BMsg+mhaYKg1FU+e2SCvjp3OGrqz0ey/PBQhPs74XGfjroDQJSswpw/XYJbpdWwE2rgZtWg9ulely/XYLUrAJoNIB7tRucqi5AaQD4e3sgUCfU+ePXQwN4aAF3LeDtoUVsp6Y4PG8k5k/ogjsl+lptBQDpucXIulOKCoMRWg2ggQZaAAajAEEQUK43Qm+sXDirEAD3v+MpLNPj6OVb+CYhDVfzSmzm85HLlvlcPf+1Gg083TXmBTmtRoMAD8DT3Q2e7hqUVRgtxgVLez809AQigv3M5/tm3yXcLq6AVqNBswY6NPL1RIBHZb13iiuw/u87uwhCCnQnFFErGo0GXbt2ZXZLub31ybWXYsday7oNHQXe4lbLH1fMGSl61jpng7e41fCHt5yRW4dSOSNWy1vfUQve4q6PuYbFHTSOMNf0DgvEntRsZOb6IPVmIQK8PXC7pAJ6g4AmDXToHdZIcr3WdL3DArHnXDayC8qQmlVQ63lYwuq8jf284KbF33cR6eHprkW53gitRgOttvJ41xDrbWPLBy93N2h8Ku/mEVOuNwho29TPvCdUbfFUnq8UtzU+uH6n1KxpGeiNezoF44+/spB9pwxF5XoE+3uhWYPKzaYFASgq1yPQxxO+nm4I8PZEem4Ryqo+l4fKBagWAd5oFeiLXDcBjRp54FJ2IYrKDRaP7Hm4AdFtGqNloA8EoXLhK9DHE1N6hZrvJGzg7Y784opqtVt+0hsFaAB4uWtRZjDCXaOB4e8VsVK9ERpUfi7TG+Hh7o5Gvp4oLjdULlJBsPoYokU+l+jRr0qfrZ7/ZXojDMbKRzArDALctIC3TocKQQuDUYCHm9ZiXLCw12oQGBgIjfbu+coqjKgwGOHlroVGowUgwNtbB0O5gHKD8e87tAhCGrQIRdSKRqNBeHg4N/XJtZdix1rLug0dBd7iVssfV8wZKXrWOmeDt7jV8Ie3nJFbh1I5I1bLW99RC97iro+5xnQ3SX5xufmxJdPdJIE+nqLuoHGEuaaxnw739w4BNDAvSgT6eKLJ329bq/rIoT1zTWM/05vdMus8D0tYnTc00BuhjXyRnlsEnbsWeqMAnXvl/T+hjXwRGuiD8HDre0vZ9KHZ3bfgiSqv9na82uIx6axperUORPfQhkhOz8et4nI09PE0L15VLQtv4otvE9Kg1QD5xeUoKNVDbzTCQ6tF3/BAvDqmEy5lF1noj2XcwomMWyjVG3AlrxgFJXoUlFfeXWVr8e+Z4e3x0roTNtvew00DNw3gptXCKFQuShmMAjQQoDcCnu5aCIIAoxEQtBr46DwgCEC53gidhxYNvDz+voPK8jHEqvncyMcT4eGtzOesnv86dy3ctIDBWLkQaTAC7u7uKCrVw9NNgwqD0eLOuur2/g0aWJyvgRdwJU+LkgoDBMEIjUYLd3d3lBaXwcfDDU38Hf9RX0J96HE8olaMRiO2bt0Ko9FYt1iF+uTaS7FjrWXdho4Cb3Gr5Y8r5owUPWuds8Fb3Gr4w1vOyK1DqZwRq+Wt76gFb3HXx1zTOywQTRtYPraUmlUg6Q4aR5lreoY2RE+3TEzt1RKTerTE/b1D8VJsRI3N1+2da3q1DsRLsRG4v3doredhDYvz9g4LRPtmfmjqr4POQ4uGPh7QeWjR1F+H9s38ENUqoNa2seXDw/1aSyrv1TpQVDy9WgfixZHt0c4tGxO7t6ihaeynw+guzfBg31YY3aUZGvvpapR1CPbH/b1C0L1VQ3RuEYCuIQGIadcE43q0wP8b1g4dgv0RG9kUAbmnERvZFB2C/fFA71C8PbkrltzfA3NHd0T3Vg0R6OOJ0goDAn080bllgxqLf1N7hSKmXWOr7eauBRr5eKKBl0flYpRWA6NQuQhVbqi8y0mDyoWoymMCbhWWmh9F9HJ3g0YDq48hVs3n6tevev4bBAHlesF8j5ZREHA1rxjlFQaU6wXoPLQW44KF/Y0CnLhwBak37p5v5qBwBPh4wCgIuHGnDPlFZbiaVwyjIKCBjwfu+3sRkSCkQHdCEXVSXs52A0Z765NrL8WOtZZ1GzoKvMWtlj+umDNS9Kx1zgZvcavhD285I7cOpXJGrJa3vqMWvMWt9lzD6g4aR5lrvFCBUZ2bQaut/f+l2zvXmBY61Mbe897tD3fvLvL1dLfoD3W1jS0fpJbXdayqJrJBBcb3Ca3zutqiV+tAtA7yrXHXVNX+bytuMbYm/vdEP/xyJAPvbz2L3MJSaN3cEOTjgQ7BDdDYX4eC0gpcyi7C7ZIK6Ny1KC43QKMBPLRatGvihyYNdCjXG3HhZiFyCyrfZOerc4ebmwYaaKw+hlg9n6vGYS3/wxr7WL4dz6iHt6cbQgN90P7vBTtTbFXtb94pxZXbRgT7eqBpAy/z3WgzY9rgm/1puFNcgXKDER5aAU0DvDEzpg1tSk7IghahCIIgCIIgCMKBkfIjmnB+ausPvNw1qAT2LOBJsZ3aKxRTerbEj79uQlBEL9wu0Zvb+HJuEdYdycTVvBJkFZRCMAJubkC/NkGIbtvYfAfST4ev4NeDZ+HbwAee7lo09K77MURb18/a9Q5v4otL2UXIyCvCwZTT6N8zHK0Cfa2OCyb7pLRc/Fl+A0N6haBPmyCz7uF+rdEnLBDrj2Qiu6AUt25k4JUHeqJj8wBZbU0QtAhF1Im7O9tuYm99cu2l2LHWsm5DR4G3uNXyxxVzRoqetc7Z4C1uNfzhLWfk1qFUzojV8tZ31IK3uOtrrrH3Dhqaa5yL2voDjzE74lzTyNu9xl15jf10ohaEZw9ti8a3zyGgXVuLRayqdyhJuX7W9B2C/WE0GtGi4CzGxLSp9S6zxn46jOrcDMYrblbvNOwQ7I/X7u309yOs1+gOKMIuNILpnZmEQ+PlVfmmiNLS0nr2hCAIgiAIgiAIgiDqD/p9zC+0MTlRK4IgID09HazWKu2tT669FDvWWtZt6CjwFrda/rhizkjRs9Y5G7zFrYY/vOWM3DqUyhmxWt76jlrwFjfNNTTX8A6PMbviXMNbzojV8th/CMeDFqGIWhEEAcePH2c6YNtTn1x7KXastazb0FHgLW61/HHFnJGiZ61zNniLWw1/eMsZuXUolTNitbz1HbXgLW6aa2iu4R0eY3bFuYa3nBGr5bH/EI4HLUIRBEEQBEEQBEEQBEEQikOLUARBEARBEARBEARBEITi0CIUUSsajQaRkZHQaDRc1CfXXooday3rNnQUeItbLX9cMWek6FnrnA3e4lbDH95yRm4dSuWMWC1vfUcteIub5hqaa3iHx5hdca7hLWfEannsP4TjQW/HcxJo93+CIAiCIAiCIAiCoN/HPEN3QhG1YjQasWPHDhiNRi7qk2svxY61lnUbOgq8xa2WP66YM1L0rHXOBm9xq+EPbzkjtw6lckaslre+oxa8xU1zDc01vMNjzK441/CWM2K1PPYfwvGgRSiiTkpKSriqT669FDvWWtZt6CjwFrda/rhizkjRs9Y5G7zFrYY/vOWM3DqUyhmxWt76jlrwFjfNNcra0VxjPzzG7IpzDW85I1bLY/8hHAtahCIIgiAIgiAIgiAIgiAUhxahiDphvfGcvfXZswFgfWlddfM+3uJWyx9XzBkpetY6Z4O3uNXwh7eckVuHUjkjVstb31EL3uKmuUZZO5pr7IfHmF1xruEtZ8Rqeew/hGNBG5M7CbTxGkEQBEEQBEEQBEHQ72OeoTuhiFoRBAEZGRlgtVZpb31y7aXYsdaybkNHgbe41fLHFXNGip61ztngLW41/OEtZ+TWoVTOiNXy1nfUgre4aa6huYZ3eIzZFeca3nJGrJbH/kM4HrQIRdSKIAg4evQo0wHbnvrk2kuxY61l3YaOAm9xq+WPK+aMFD1rnbPBW9xq+MNbzsitQ6mcEavlre+oBW9x01xDcw3v8BizK841vOWMWC2P/YdwPGgRiiAIgiAIgiAIgiAIglAc2hPKSTBtEKfT6ZjXbTAY4Obmxk19cu2l2LHWsm5DR4G3uNXyxxVzRoqetc7Z4C1uNfzhLWfk1qFUzojV8tZ31IK3uGmuUdaO5hr74TFmV5xreMsZsVoe+481ysrKAIDu2uIQuhPKSVDqLQWCIJj/eKhPrr0UO9ba8vJyGAwGSf46A6z7jr2o5Y8r5owUvVgd5Y3r5A1vOSO3DqVyRqyWcsZ1ckaJ89Bc4zrwljOAa841vOWMWK2j5Qy9yY9TBIKohbS0NAGAkJaWxkV9cu2l2LHWRkZGCpGRkeKddRJY9x17UcsfV8wZKXqxOsqbtPp2RRAEdfzhLWfk1qFUzojVUs6k1bcrgiDQXENzDf/wljOC4JpzDW85I1brijlDsIfuhCIIgiAIgiAIgiAIgiAUhxahCIIgCIIgCIIgCIIgCMWhRSiiVho2bIgFCxagYcOGXNQn116KnVJaV4O3tlHLH1fMGSl63voFb/DWPmr4w1vOyK1DqZyR64+rwFvb0FwjzZ7mGvXhsW1cca7hLWfs8YkgpEJvxyMIhencuTMA4PTp0/XsCUE4DpQ3BCENyhmCkA7lDUFIg3KGYAHdCUUQBEEQBEEQBEEQBEEoDt0JRRAEQRAEQRAEQRAEQSgO3QlFEARBEARBEARBEARBKA4tQhEEQRAEQRAEQRAEQRCKQ4tQBEEQBEEQBEEQBEEQhOLQIhRBEARBEARBEARBEAShOLQIRRAEQRAEQRAEQRAEQSgOLUIRBEEQBEEQBEEQBEEQikOLUARBEARBEARBEARBEITi0CIUQRAEQRAEQRAEQRAEoTi0CEUQBEEQBEEQBEEQBEEoDi1CEQRn7N27FxMnTkTr1q2h0Wjw5ptv1mmza9cuuLm5ISwsTHH/CIJHxObNL7/8gr59+yIwMBBeXl5o164d5s2bh/LycnUdJoh6RmzOrFy5EsOGDUOTJk3g7++PXr16YfXq1eo6SxCcIDZv5HyXIwhnREou7NixA7169YKXlxdatmyJefPmwWAwqOcsoRq0CEUQnFFYWIjIyEh88MEHaNasWZ36a9eu4bHHHkNsbKwK3hEEn4jNm8DAQLzyyivYt28fzp49iw8//BBfffUVXnrpJRW9JYj6R2zO7Nq1CxMmTMCWLVuQkpKCBx98EI888gjWrl2rorcEwQdi80bqdzmCcFbE5kJKSgrGjRuHwYMHIyUlBZ988gk+++wzvPHGGyp6S6iGQBAuTHJysrB48WJh8uTJQosWLQQAgk6nq9OupKREmD9/vtC+fXtBp9MJzZs3F/7xj38IGRkZTP1r3bq1sGDBApvH9Xq9MHjwYOGDDz4QFixYILRu3Zrp+QnCGo6eN9V5/vnnhS5dujD1gSCq4mw5M2bMGGHKlClMfSCI6jhL3kjNL4KQiyPnzEMPPSRERUVZlC1btkzw9vYWCgoKmPpB1D/u9boCRhD1zKJFi/Dbb79JsiktLcWIESNw4MABNG/eHBMnTkR6ejpWrlyJzZs34+DBg2jbtq1CHlvy+uuvw9fXFy+99BLeeustVc5JEI6eN1X566+/sHXrVrqTkFAUZ8oZALh16xZCQ0Pr5dyE6+BseUMQSuPIOZOQkIBHHnnEomzs2LF47rnncOTIEQwZMkRxHwj1oEUowqWJjo5G9+7d0adPH/Tp00fULdPvvvsuDhw4gOjoaOzYsQN+fn4AgI8//hj/+te/MGPGDPz5559mfV5eHvLy8mqts0GDBmjatKkk3+Pi4rB69WqkpKRAo9FIsiWI/9/enQfXfP1/HH/duLJYSpCQiqWhtKQoIkVMoxTTpKVtTFEtOinGNm21jC6RQRW1tZapLoQGtafSxNjKFEUaS5N27MYSElSrCLL5/P7wu/frNgs3yc294fmYyYx7zvtzzrl/vEe8nXM+JVGe88aiSpUqysnJUXZ2toYMGaJZs2YVaxzgfjwIOWOxePFiJScna+7cuSUaB7iXBylvgLJQnnMmPT1dfn5+Nm2W9Z8/f96usVAOOHsrFuBKdI9tq9nZ2Ub16tUNScb+/fvz9bdo0cKQZCQnJ1vbxo8fb0gq8mfAgAEFzlfYttWzZ88aPj4+xrZt22zm4TgenKG85M3djh07ZqSkpBgLFy40fH19jaioqPv6rkBpKI85YxiGERcXZ3h4eBgLFy68ZyxQ2spr3nAcD85SnnLG3d3dmDdvnk1bZmamIclYvnz5vb8syhUuJgfssHPnTl25ckWNGjXS008/na8/IiJCkhQfH29ti4qKUk5OTpE/CxcutGsdycnJunTpkrp27Sqz2Syz2awJEybo9OnTMpvNdo8HOJKr5M3dGjdurKeeekqDBg3StGnTNGnSJGVmZhZ7PKA0uWLO/PDDD3rttdf01VdfadCgQcUeB3AUV8wbwJW5Us74+fkpPT3dps3y+b87pFD+cRwPsMPvv/8uSWrdunWB/ZZ2S5wkubm5yc2tdOu9Xbp0UWpqqk3b/Pnz9eOPP2rjxo2qW7duqc4HlISr5E1RDMNQTk5Omc0HFMXVcuabb77RyJEjFRMToz59+jhkDqCkXC1vAFfnSjnTsWNHbdiwQRMnTrS2JSYmysvLS23atCn1+eBcFKEAO5w5c0aS5O/vX2C/pd0SVxzXr1/X8ePHJUnZ2dnKyMjQwYMH5e7urmbNmkmSqlatqsDAQJvnfH19VbFixXztgLO5St5Idy7tDA4OVkBAgAzDUFJSksaOHauePXuqevXqxZ4fKE2ulDMzZ87UmDFjNG/ePIWGhiojI0OSVKFCBfn4+BR7fqC0uVLe3G8c4EyulDOjR4/WM888o9GjRysyMlKHDh1SVFSURo0aZb2nCg8OilCAHa5fvy5JqlSpUoH9lStXtokrjuTkZHXu3Nn6ecGCBVqwYIEaNGigU6dOFXtcwFlcKW9u3rypkSNH6uzZszKbzWrYsKHeffddjRo1qthzA6XNlXLmyy+/VF5enoYOHaqhQ4da2/k7Ca7GlfKG3+VQHrhSzrRu3Vrx8fEaN26c5s6dq5o1a2rYsGGaMGFCseeG66IIBdjBMAxJKvRtdJb+kggNDS3WONHR0YqOji7x/EBpc6W8mTx5siZPnlzi+QBHcqWc4R/MKC9cKW+K+7scUJZcKWckqXv37urevXuJ54Tr4xA0YIeqVatKUqEXGN+4cUOS2DYK3IW8AexDzgD2I28A+5AzcBaKUIAd6tevL0lKS0srsN/SbokDQN4A9iJnAPuRN4B9yBk4C0UowA4tW7aUJO3fv7/Afkt7ixYtymxNgKsjbwD7kDOA/cgbwD7kDJyFIhRgh44dO6patWo6ceKEDhw4kK9/9erVkqTw8PCyXhrgssgbwD7kDGA/8gawDzkDZ6EIBdjB3d1dI0aMkCSNGDHC5gz1zJkzlZKSopCQEAUFBTlriYDLIW8A+5AzgP3IG8A+5AycxWTw6gY8xBISEjRx4kTr571798pkMqldu3bWtk8++URhYWHWz7du3VJoaKj27t0rPz8/derUSadPn9bevXtVs2ZN7dmzR40bNy7T7wGUJfIGsA85A9iPvAHsQ86gvDA7ewGAM126dEl79+61aTMMw6bt0qVLNv2enp7atm2bPvvsMy1btkxxcXHy9vbWgAEDNHHiRNWrV69M1g44C3kD2IecAexH3gD2IWdQXrATCgAAAAAAAA7HnVAAAAAAAABwOIpQAAAAAAAAcDiKUAAAAAAAAHA4ilAAAAAAAABwOIpQAAAAAAAAcDiKUAAAAAAAAHA4ilAAAAAAAABwOIpQAAAAAAAAcDiKUAAAAAAAAHA4ilAAAAAAAABwOIpQAAAAAAAAcDiKUAAAAAAAAHA4ilAAAMBpMjMzNWvWLHXu3Fm1a9eWu7u7vL291b59e0VFRenMmTPOXmK5kpubq6ZNm6p9+/ZFxk2dOlUmk0kmk0m7d+8uNC49PV1eXl4aPnx4aS8VAAA8hChCAQAAp9izZ48ef/xxvffee0pKSlJgYKAiIiLUoUMHnThxQhMnTlSTJk20ZcsWZy+1TGzfvl0mk0kDBw4s9hgLFizQ0aNHNX78+CLjYmNjrX/+/vvvC43z8/PT4MGD9fXXX+vIkSPFXhcAAIBEEQoAADhBSkqKnnvuOaWnp2vs2LG6ePGitm7dqmXLlikhIUEZGRlas2aN/P39lZaW5uzllgtZWVmaMGGCWrVqpR49ehQad+DAAf3xxx+qU6eOTCaTVq5cqZycnELjx4wZo9u3bysqKsoRywYAAA8RilAAAKBMGYah/v376+bNm4qOjtaUKVNUuXJlmxg3Nze98sor2rdvn9q2beuklZYvq1ev1sWLF/Xmm28WGWfZ+TRkyBB16tRJly9fVmJiYqHxdevWVefOnbVu3TpduHChVNcMAAAeLhShAABAmdq4caNSU1Pl7++vjz76qMjYatWqKTAw0Po5NDRUJpNJp06dyhd76tQpmUwmhYaG2rRHR0fLZDIpJiZGSUlJCg8PV82aNWUymXTw4EGbY3AZGRmKjIyUv7+/zGazZs+ebTP+kCFD1LBhQ3l4eMjHx0cRERFKSUnJt5aYmBiZTCZFR0frzJkz6tevn3x8fOTl5aW2bdsqPj7eJn7gwIHq3LmzJGnx4sXW+5osY9yPb7/9ViaTSX379i00Ji8vT8uXL5ck9e/fX/3795dkezyvIP369VNOTo5iYmLuay0AAAAFMTt7AQAA4OGSkJAgSerdu7fM5rL7VeSXX37R4MGD1aRJE3Xr1k3nz5+Xm9v//j/u0qVLCgoKUm5urkJCQnTr1i1VqlRJkrRz506FhYXp6tWrat68uV566SWdO3dOa9euVWJiohISEqxFpLudOnVKQUFB8vT0VEhIiC5cuKDdu3erV69e2rBhg7p16yZJCgkJUUZGhjZu3KhGjRopJCTEOkarVq3u+d2uXbumHTt26IknnlCdOnUKjdu8ebMyMjIUHBysxo0bq1atWho5cqTi4+N15coVVa9evcDnLIW9hIQEjR079p7rAQAAKAhFKAAAUKYOHDggSWrdunWZzrto0SJNnTpVY8aMsWnfvn27JCkxMVEvv/yyli1bJk9PT2v/1atX1bt3b928eVOrVq1SRESEtW/Lli0KCwvTG2+8oZMnT8rd3d1m7MWLF2vkyJGaOXOmteD2xRdf6J133tGkSZOsRajIyEg1btxYGzduVEhIiN07jnbt2qW8vDwFBQUVGWc5imfZAVW9enWFhYVp7dq1Wr16tSIjIwt8LiAgQLVq1VJSUpKysrLk4eFh1/oAAAAkjuMBAIAydvnyZUmSj49Pmc4bGBioDz74oNB+Dw8PzZkzx6YAJUkLFy5URkaG3n//fZsClCR17dpVw4YN07lz5/TTTz/lGzMgIEAzZsyw2fE1fPhweXt7a8+ePcrOzi7ht7rDciSwadOmhcZcv35dcXFxMpvN6tOnj7XdUpAq6i15lrGzsrJ4Sx4AACg2ilAAAKBMGYbhlHlffPFFmUymQvtbt26tunXr5mvfvHmzJKlXr14FPmc5Ovfbb7/l6wsNDVXFihVt2sxmswICApSTk2MtyJXUxYsXJUne3t6FxqxZs0Y3btxQjx49VKtWLWt7WFiYatSooR07duj06dOFPl+jRg1Jd44tAgAAFAdFKAAAUKYsBZCyLmbUr1+/WP2WS9CDg4NtLgy3/Fh2R/3111/5nvX39y9wzCpVqkiSsrKy7nf5Rfr3338lSVWrVi005r9H8Szc3d3Vu3dvGYahpUuXFvr8I488YjMXAACAvbgTCgAAlKlWrVpp165d2r9/f76CSEncvn27yP7/HrO73/68vDxJdy5St1xUXpDg4OB8bUXtvCpN1apVk3Tn/qqCnDt3Ttu2bZMkTZ8+XXPmzLHpt+ykio2N1YcffljgGJbik2UuAAAAe1GEAgAAZSosLEzz5s3TqlWrNG3aNLvekGe5+Pv69ev5+s6ePVtqa7ybv7+/jhw5oo8//lgtWrRwyBwl5evrK0n6+++/C+xfunSptUiXnJxc6DiHDh3Svn371KZNm3x9//zzj6Syv8sLAAA8ODiOBwAAylSPHj3UvHlzpaWl6dNPPy0y9urVq/rzzz+tn/38/CRJR48ezRe7adOm0l3o/+vataskKS4uziHjW1gKbLm5uXY/27JlS0nS4cOHC+yPjY2VJCUkJMgwjAJ/LDugLLH/dfjwYXl6ehZ5+TkAAEBRKEIBAIAyZTKZFBsbK09PT0VHR2vcuHHKzMy0iTEMQ+vXr1fbtm1tLvx+9tlnJUkzZszQjRs3rO1btmzR7NmzHbLeIUOGyMfHR5MnT9aiRYvyXayemZmpJUuWKC0trUTzPProo5JUrLfPdejQQRUqVFBSUlK+voMHDyo1NVU1a9bU888/X+gYffv2lSQtX77cegTR4sSJE7p8+bLatWsnDw8Pu9cHAAAgUYQCAABO0KpVK23ZskW1a9fWlClT5Ovrq65du+r1119XeHi4/Pz81LNnT509e1b16tWzPte3b181bdpUv/76q5588klFREQoODhY3bt317BhwxyyVm9vb61bt06VK1fWW2+9pccee0zh4eF69dVXFRQUpNq1a2vAgAEFXkxuj4YNG6pFixZKTk5Wu3btNGjQIEVGRmr9+vX3fLZq1arq1KmTjh07lq8YZrmQPCIiIt+b+u4WGBio5s2b68KFC9Y3Alps375dkvTCCy/Y+a0AAAD+hyIUAABwio4dO+r48eOaPn26goKClJKSopUrV2rXrl1q2LChxo8fr2PHjqlLly7WZ7y8vLR161b17dtX165dU2Jiom7fvq0VK1Zo+PDhDl1ramqqRo8eLS8vL/3888/atGmTrl69qvDwcK1YsULNmjUr8Txr1qxRr169dPLkSS1ZskTfffed9u/ff1/Pvv3225Lu7GSyyMvLs37u06fPPcewxFgKVxbLli1TxYoVNXDgwPtaCwAAQEFMxn/3lAMAAKDcycrKUoMGDeTr66uUlJRSGzctLU0NGjRQRESEVqxYUWrjAgCAhw87oQAAAB4AHh4eioqKUmpqqhITE0tt3M8//1xubm6aMGFCqY0JAAAeTuyEAgAAeEDk5uaqefPm8vb21p49e0o8Xnp6ugICAjRo0CDNnz+/FFYIAAAeZhShAAAAAAAA4HAcxwMAAAAAAIDDUYQCAAAAAACAw1GEAgAAAAAAgMNRhAIAAAAAAIDDUYQCAAAAAACAw1GEAgAAAAAAgMNRhAIAAAAAAIDDUYQCAAAAAACAw1GEAgAAAAAAgMNRhAIAAAAAAIDDUYQCAAAAAACAw1GEAgAAAAAAgMNRhAIAAAAAAIDDUYQCAAAAAACAw/0f5239lm6uNG0AAAAASUVORK5CYII=",
"text/plain": [
"<Figure size 1200x600 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# =============================================================================\n",
"# --- Main Execution Block ---\n",
"# =============================================================================\n",
"\n",
"# 1. Analyze the dataset\n",
"analysis_results = analyze_tafel_data(HS1_1)\n",
"print(f\"alpha_a {analysis_results['beta_a']}\")\n",
"print(f\"alpha_c {analysis_results['beta_c']}\")\n",
"\n",
"\n",
"# 2. Plot the results\n",
"if analysis_results:\n",
" plot_tafel(HS1_1, analysis_results)\n",
"else:\n",
" print(\"Analysis could not be completed.\")\n",
"\n",
"#print(analysis_results)"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "7a6fb1f0-efb2-4c23-83d7-1079955624a7",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"id": "cf05eadf-1b38-403c-854f-59cd2a3a8fde",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"id": "2b5b05ad-31cd-4142-818f-003967634f80",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"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": "3.10.16"
}
},
"nbformat": 4,
"nbformat_minor": 5
}