1390 lines
2.9 MiB
1390 lines
2.9 MiB
{
|
||
"cells": [
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 2,
|
||
"id": "ea7d1a2b",
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": [
|
||
"import pandas as pd\n",
|
||
"import numpy as np\n",
|
||
"import matplotlib.pyplot as plt\n",
|
||
"import seaborn as sns\n",
|
||
"import holidays\n",
|
||
"import glob\n",
|
||
"import os"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 3,
|
||
"id": "181190f4",
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": [
|
||
"pfad = \"../data/tageswerte_pro_Jahr/*.csv\"\n",
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"\n",
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"dateien = glob.glob(pfad)\n",
|
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"dfs = []\n",
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||
"for datei in dateien:\n",
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" df_temp = pd.read_csv(datei, low_memory=False)\n",
|
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" df_temp[\"year\"] = os.path.basename(datei).split(\"_\")[2].split(\".\")[0]\n",
|
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" dfs.append(df_temp.astype({\"year\":int}))\n",
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||
"\n",
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"df = pd.concat(dfs, ignore_index=True)"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
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||
"execution_count": 4,
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||
"id": "d3f4c318",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"operator_name 0\n",
|
||
"domain_name 0\n",
|
||
"domain_id 0\n",
|
||
"counter_site 0\n",
|
||
"counter_site_id 0\n",
|
||
"counter_serial 1593\n",
|
||
"longitude 0\n",
|
||
"latitude 0\n",
|
||
"timezone 0\n",
|
||
"iso_timestamp 0\n",
|
||
"channels_in 26510\n",
|
||
"channels_out 26559\n",
|
||
"channels_unknown 220492\n",
|
||
"channels_all 0\n",
|
||
"site_temperature 20642\n",
|
||
"site_rain_accumulation 20642\n",
|
||
"site_snow_accumulation 20656\n",
|
||
"year 0\n",
|
||
"dtype: int64\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
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",
|
||
"text/plain": [
|
||
"<Figure size 640x480 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"# Daten bereinigen\n",
|
||
"\n",
|
||
"# replace various forms of 'na' with np.nan\n",
|
||
"df = df.replace([\"na\", \"NA\", \"Na\"], np.nan)\n",
|
||
"\n",
|
||
"df_backup = df.copy()\n",
|
||
"print(df.isna().sum())\n",
|
||
"# TODO Find if temp rain and snow values are missing in a pattern or at random\n",
|
||
"# convert numeric values to corresponding dtypes\n",
|
||
"df[\"site_temperature\"] = df[\"site_temperature\"].astype(float)\n",
|
||
"df[\"site_rain_accumulation\"] = df[\"site_rain_accumulation\"].astype(float)\n",
|
||
"df[\"site_snow_accumulation\"] = df[\"site_snow_accumulation\"].astype(float)\n",
|
||
"\n",
|
||
"# Mannheim subset, saved to file\n",
|
||
"df_ma = df[df[\"domain_name\"] == 'Stadt Mannheim']\n",
|
||
"df_ma.to_csv(\"../data/processed/daily_bikes_mannheim.csv\", index=False)\n",
|
||
"#print(df_ma.isna().sum())\n",
|
||
"\n",
|
||
"\n",
|
||
"\n",
|
||
"# Wie ist das verhältnis über den gesammten Zeitraum von Regen und Schnee?\n",
|
||
"\n",
|
||
"\n",
|
||
"labels = [\n",
|
||
" \"Januar\", \"Februar\", \"März\", \"April\", \"Mai\", \"Juni\",\n",
|
||
" \"Juli\", \"August\", \"September\", \"Oktober\", \"November\", \"Dezember\"\n",
|
||
"]\n",
|
||
"df2 = df.copy()\n",
|
||
"\n",
|
||
"\n",
|
||
"df2[\"iso_timestamp\"] = pd.to_datetime(\n",
|
||
" df2[\"iso_timestamp\"],\n",
|
||
" errors=\"coerce\", #If 'coerce', then invalid parsing will be set as NaT.\n",
|
||
" utc=True\n",
|
||
")\n",
|
||
"\n",
|
||
"df_ma = df2.loc[df2[\"domain_name\"] == \"Stadt Mannheim\"]\n",
|
||
"df_ma = df_ma.dropna(subset=[\"iso_timestamp\"])\n",
|
||
"df_ma[\"month\"] = df_ma[\"iso_timestamp\"].dt.month.astype(int)\n",
|
||
"df_ma[\"site_rain_accumulation\"] = pd.to_numeric(df_ma[\"site_rain_accumulation\"], errors=\"coerce\").clip(lower=0)\n",
|
||
"df_ma[\"site_snow_accumulation\"] = pd.to_numeric(df_ma[\"site_snow_accumulation\"], errors=\"coerce\").clip(lower=0)\n",
|
||
"\n",
|
||
"monthly = (\n",
|
||
" df_ma.groupby(\"month\")[[\"site_rain_accumulation\", \"site_snow_accumulation\"]]\n",
|
||
" .sum()\n",
|
||
" .reindex(range(1, 13), fill_value=0)\n",
|
||
")\n",
|
||
"\n",
|
||
"rain_sum = monthly[\"site_rain_accumulation\"].to_numpy()\n",
|
||
"snow_sum = monthly[\"site_snow_accumulation\"].to_numpy()\n",
|
||
"\n",
|
||
"x = np.arange(12)\n",
|
||
"width = 0.35\n",
|
||
"fig, ax = plt.subplots()\n",
|
||
"\n",
|
||
"rects1 = ax.bar(x - width/2, rain_sum, width, label=\"Rain\")\n",
|
||
"rects2 = ax.bar(x + width/2, snow_sum, width, label=\"Snow\")\n",
|
||
"\n",
|
||
"ax.set_ylabel(\"Akkumulation\")\n",
|
||
"ax.set_title(\"Monatliche Summe Regen vs. Schnee (Mannheim)\")\n",
|
||
"ax.set_xticks(x, labels, rotation=45, ha=\"right\")\n",
|
||
"ax.legend()\n",
|
||
"\n",
|
||
"ax.bar_label(rects1, padding=3, fmt=\"%.1f\")\n",
|
||
"ax.bar_label(rects2, padding=3, fmt=\"%.1f\")\n",
|
||
"\n",
|
||
"fig.tight_layout()\n",
|
||
"plt.show()\n",
|
||
"\n",
|
||
"\n",
|
||
"# IDEE: Man könnte noch zeigen wie akurat Schnee / Regen sind, in dem man farblich darstellt ob die Temperatur > oder < 0 war."
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 5,
|
||
"id": "eb082a0d",
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": [
|
||
"# Shorten der Labels für bessere Lesbarkeit im Plot\n",
|
||
"max_length = 15\n",
|
||
"df_ma[\"short_labels\"] = df_ma[\"counter_site\"].apply(lambda x: x[:max_length] + (\"…\" if len(x) > max_length else \"\"))"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 6,
|
||
"id": "ea13a213",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"name": "stderr",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"/tmp/ipykernel_1603716/1295171260.py:7: UserWarning: set_ticklabels() should only be used with a fixed number of ticks, i.e. after set_ticks() or using a FixedLocator.\n",
|
||
" axs[0].set_yticklabels(range(0,3501, 500))\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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|
||
"text/plain": [
|
||
"<Figure size 1500x500 with 2 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"avg_per_year = df_ma.groupby(\"year\")[\"channels_all\"].mean()\n",
|
||
"years = avg_per_year.index.astype(str)\n",
|
||
"fig, axs = plt.subplots(1,2, figsize=(15, 5))\n",
|
||
"\n",
|
||
"sns.barplot(x=years, y=avg_per_year.values, ax=axs[0])\n",
|
||
"axs[1].set_yticks(range(0, 3501, 500))\n",
|
||
"axs[0].set_yticklabels(range(0,3501, 500))\n",
|
||
"axs[0].set_xlabel(\"Year\")\n",
|
||
"axs[0].set_ylabel(\"Average channels_all\")\n",
|
||
"axs[0].set_title(\"Average daily observations per year (Mannheim 2014-2025)\", fontsize=16)\n",
|
||
"\n",
|
||
"\n",
|
||
"# WICHTIG Hier kommt der Abfall des Mittelwerts dadurch, dass mehr Zählstationen hinzugefügt wurden, die nicht an einem Hotspot standen, also Mittelwert sinkt.\n",
|
||
"plot_data = pd.DataFrame({\n",
|
||
" 'Year': years,\n",
|
||
" 'Average': avg_per_year\n",
|
||
"})\n",
|
||
"\n",
|
||
"sns.lineplot(x='Year', y='Average', data=plot_data, marker='o', ax=axs[1])\n",
|
||
"axs[1].set_yticks(range(0, 3501, 500))\n",
|
||
"axs[1].set_yticklabels(range(0,3501, 500))\n",
|
||
"axs[1].set_title(\"Average daily observations (Mannheim 2014-2025)\", fontsize=16)\n",
|
||
"axs[1].set_xlabel(\"Year\", fontsize=12)\n",
|
||
"axs[1].set_ylabel(\"Average Number of bikes\", fontsize=12)\n",
|
||
"\n",
|
||
"plt.tight_layout()\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 7,
|
||
"id": "cf4ab2b6",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 1000x600 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"y = df_ma.groupby(by=\"year\")[\"counter_site\"].nunique()\n",
|
||
"plt.figure(figsize=(10, 6))\n",
|
||
"sns.lineplot(x=y.index, y=y.values, marker='o')\n",
|
||
"plt.title(\"Number of counting stations per year in Mannheim\", fontsize=16)\n",
|
||
"plt.xlabel(\"Year\", fontsize=12)\n",
|
||
"plt.ylabel(\"Number of stations\", fontsize=12)\n",
|
||
"plt.tight_layout()\n",
|
||
"plt.show()\n"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 8,
|
||
"id": "f938cd69",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 1000x500 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"# sollte man das normieren?\n",
|
||
"sum_per_year = df_ma.groupby(\"year\")[\"channels_all\"].sum()\n",
|
||
"\n",
|
||
"sum_per_year = sum_per_year.sort_index()\n",
|
||
"\n",
|
||
"plt.figure(figsize=(10, 5))\n",
|
||
"sns.barplot(x=years, y=sum_per_year.values)\n",
|
||
"\n",
|
||
"plt.xlabel(\"Year\")\n",
|
||
"plt.ylabel(\"Total observations in millions\")\n",
|
||
"plt.title(\"Total observations per year (Mannheim)\")\n",
|
||
"plt.tight_layout()\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 9,
|
||
"id": "2993be48",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 1000x500 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"df_ma[\"timestamp\"] = pd.to_datetime(df_ma[\"iso_timestamp\"])\n",
|
||
"df_ma[\"year\"] = df_ma[\"timestamp\"].dt.year\n",
|
||
"df_ma[\"month\"] = df_ma[\"timestamp\"].dt.month\n",
|
||
"df_ma[\"date\"] = df_ma[\"timestamp\"].dt.date\n",
|
||
"\n",
|
||
"df_2024 = df_ma[df_ma[\"year\"] == 2024].copy()\n",
|
||
"\n",
|
||
"monthly_avg_2024 = (df_2024.groupby(\"month\")[\"channels_all\"].mean().reset_index())\n",
|
||
"\n",
|
||
"\n",
|
||
"plt.figure(figsize=(10, 5))\n",
|
||
"plt.bar( monthly_avg_2024[\"month\"], monthly_avg_2024[\"channels_all\"], color=\"steelblue\" ) \n",
|
||
"plt.title(\"Average Daily Bike Counts per Month (Mannheim 2024)\") \n",
|
||
"plt.xlabel(\"Month\") \n",
|
||
"plt.ylabel(\"Average daily bike counts\") \n",
|
||
"plt.xticks(range(1, 13)) \n",
|
||
"plt.grid(axis=\"y\", alpha=0.3) \n",
|
||
"plt.tight_layout() \n",
|
||
"plt.show()\n"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 10,
|
||
"id": "46d1936b",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 1000x500 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"df_ma[\"timestamp\"] = pd.to_datetime(df_ma[\"iso_timestamp\"])\n",
|
||
"df_ma[\"year\"] = df_ma[\"timestamp\"].dt.year\n",
|
||
"df_ma[\"month\"] = df_ma[\"timestamp\"].dt.month\n",
|
||
"df_ma[\"date\"] = df_ma[\"timestamp\"].dt.date\n",
|
||
"\n",
|
||
"df_2023 = df_ma[df_ma[\"year\"] == 2023].copy()\n",
|
||
"\n",
|
||
"monthly_avg_2023 = (df_2023.groupby(\"month\")[\"channels_all\"].mean().reset_index())\n",
|
||
"\n",
|
||
"\n",
|
||
"plt.figure(figsize=(10, 5))\n",
|
||
"plt.bar( monthly_avg_2023[\"month\"], monthly_avg_2023[\"channels_all\"], color=\"steelblue\" ) \n",
|
||
"plt.title(\"Average Daily Bike Counts per Month (Mannheim 2023)\") \n",
|
||
"plt.xlabel(\"Month\") \n",
|
||
"plt.ylabel(\"Average daily bike counts\") \n",
|
||
"plt.xticks(range(1, 13)) \n",
|
||
"plt.grid(axis=\"y\", alpha=0.3) \n",
|
||
"plt.tight_layout() \n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"id": "579dfd5b",
|
||
"metadata": {},
|
||
"source": [
|
||
"### Höhere Fahrradzählungen im Jahr 2023: \n",
|
||
"Einfluss der BUGA‑Saison auf den Radverkehr in Mannheim?\n",
|
||
" (14 April bis 8 Oktober)"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 11,
|
||
"id": "69ff22d9",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<Figure size 1200x600 with 0 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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bL1y4oL/++ku1a9eWv7//Nf/f9QcffFDnz5/XunXrdObMGa1bt67QS/fsPZeIiAjVqlXLfN2kSRP5+vpe8TKYy11NDIvFon79+um///2v1aqN999/Xy1btlRoaGiRx/Xy8lJCQoISEhK0YcMGvfXWWypfvry6dOli85PtPvjgA/Xu3VtPPvmk3nrrLfPm3CdPntSWLVv04IMP6syZM+aKrL/++kuRkZE6evSofvvtt0LjZmRkSJIqVKhQZA5//PGH9u7dq/79+6tSpUrm9iZNmuiee+7Rp59+atO5FORavr95Nz3/+OOPlZube9U5XGrQoEFWl4PdddddysnJ0S+//GJzjIceekg//vijdu/ebf63sJ8Hd3d386bgubm5OnnypC5evKhmzZoV+HPZu3dvVaxY0So/SQXWa/DgwVav77rrrgLHFRXzWueaJJUvX95q5WTdunXl7++v+vXrq3nz5ub2vD8X9f3PW0l3ad6Fefnll7Vp0ya98sorVjfKv9IN2b28vHT+/PlCYy5btkwLFy7U008/rTp16hQ6Ljc3V/369dPp06cLfKrf5Xr06KEyZcpYPflu//79OnjwoHr37m1u8/f314EDB3T06NEiY9rrSjmfP3++wIdXeHl5mfsLExsbq4MHD2r27NlWly/n6du3rxISErRs2TLz56WweBUrVtSff/5p8zkBQGlFUwoA4BS//PKLQkJC8jUQ8p7GZ8s/mM+fP69x48aZ93G66aabFBAQoNOnTys9Pf2a8gsICFBERISWLVumNWvWKCcnR7169SqWc6levXq+GBUrVtSpU6dszu9qYzz66KM6f/68eXnSkSNHlJSUZPMlb+7u7oqIiFBERIQ6duyoQYMGadOmTUpPT9eYMWOKfH9ycrIefvhh9ezZU2+++aZVs+THH3+UYRh64YUXFBAQYPU1fvx4SVJaWlqhsfMuvynqMinp/74nBd1Hq379+vrzzz919uzZIuMU5Fq+v71791arVq30+OOPKygoSH369NHKlSuvqUF1eT55TQ975tvtt9+uevXqadmyZXr//fcVHBys9u3bFzp+yZIlatKkiXlvoICAAMXHxxf4c2lrfl5eXlaXsOaNLeg8iop5rXNNkqpWrZrvnmJ+fn6qVq1avm0FnU9hjMvuQ3e5FStWaOzYsRo4cKCeeuopq33e3t6FPl0yMzMz32Vjeb788ksNHDhQkZGRmjx58hWPP2TIEK1fv14LFizQbbfddsWx0j+XtXXo0MHqEr4VK1aoTJky6tGjh7lt0qRJOn36tG699VY1btxYI0eO1Pfff19kfFtcKWdvb29lZWXle09mZqa5vyCvvfaa3nnnHb344ovq0qVLgWNq1KihiIgI9e3bV++//75uueUWRUREFNiYMgwj33wCgBtR/hY/AADXqSFDhmjRokUaPny4wsPD5efnJzc3N/Xp06dYVpk89NBDeuKJJ5SSkqLOnTtbrUi4Fu7u7gVuL+ofo8URo0GDBgoLC9PSpUv16KOPaunSpfLw8NCDDz5o87EvV7VqVdWtW1fbtm0rcmyVKlVUpUoVffrpp/rmm2+s7n2T9z175plnFBkZWeD7a9euXWjsevXqSZL27dtnrowpDoX9Q7GwG2xfy/fX29tb27Zt0+eff674+HitX79eK1asUPv27bVx48ZCY19Jccw36Z+fh3nz5qlChQrq3bu3ucLtckuXLlX//v3VvXt3jRw5UoGBgXJ3d9eUKVP0008/XXV+9px7UTGvda5d6RhXW+/KlStLunLzKiEhQY8++qiioqI0f/78fPurVKminJwcpaWlKTAw0NyenZ2tv/76SyEhIfne891336lbt25q1KiRVq9eXeCKnzwTJ07U3Llz9corr9jcyJakPn36aMCAAdq7d6+aNm2qlStXqkOHDlb3YWrTpo1++uknffzxx9q4caMWLFigGTNmaP78+Xr88cdtPpa9OVepUqXAVXF//PGHJBVYs8WLF2vUqFEaPHiwxo4da3MuvXr10jvvvKNt27blm3enTp264go1ALhRsFIKAOAUNWrU0O+//55vVUveE74ufXJSYU2B1atXKzo6WtOmTVOvXr10zz33qHXr1jp9+nSx5Hj//ffLYrFo586dhV6qlJerrediK0f+H/NHH31UW7Zs0R9//KFly5YpKirKpkuGruTixYv6+++/ixzn5eWldevWqU6dOurUqZMOHDhg7rvlllskSWXLljVXY13+daVL8+69915J/zRFipL3PTly5Ei+fYcPH9ZNN90kHx8fSf+ssiloTtlz+dvlrvT9tVgs6tChg6ZPn66DBw9q8uTJ2rJlS76n1znbQw89pD/++EM//PDDFX8eVq9erVtuuUVr1qzRI488osjISEVERJgrT64H1zrXHCGvqZqcnFzg/l27dun+++9Xs2bNtHLlygKbR02bNpUkffPNN1bbv/nmG+Xm5pr78/z000/q1KmTAgMD9emnn6p8+fKF5jdnzhxNmDBBw4cP16hRo+w4M6l79+7y8PDQihUrtHfvXv3www8FPjSiUqVKGjBggD744AP9+uuvatKkiSZMmGDXsezNuWnTpvrhhx/My3/z7Nq1y9x/qY8//liPP/64evTooTlz5tiVT94KqctXDF68eFG//vqruboWAG5kNKUAAE7RpUsX5eTkmI8DzzNjxgy5ubmpc+fO5jYfH58CmwLu7u75Vh+8+eabha5gsVf58uU1b948TZgwwWx4FMSec7FVXkOkuBpsl+rbt6/c3Nw0bNgw/fzzzzY/da8wP/zwg44cOWLTpTzSP5czbdiwQYGBgbrnnnvM1TOBgYFq27at3nrrLXOVwqVOnDhxxbjh4eHq1KmTFixYoLVr1+bbn52drWeeeUbSP6sjmjZtqiVLlljVeP/+/dq4caPV5Ti1atVSenq61aVEf/zxh01PaCtMYd/fkydP5hub94/igi4xcqZatWpp5syZmjJlivlksoLkrRS69Gdz165dSkxMdHiOtrrWueYIN998s6pVq5avoSRJhw4dUlRUlGrWrKl169YVeklZ+/btValSJc2bN89q+7x581SuXDmrpyWmpKSoY8eOslgs2rBhQ75LIy+1YsUKDR06VP369dP06dPtPjd/f39FRkZq5cqVWr58uTw8PNS9e3erMZc/ObR8+fKqXbu21bxPT0/X4cOHbbo829ace/XqpZycHKunOGZlZWnRokVq3ry51eWY27ZtU58+fdSmTRu9//77ha4WLGz+LFy4UG5ubvmesHjw4EFlZmaqZcuWRZ4XAJR2XL4HAHCKe++9V+3atdPzzz+vY8eO6bbbbtPGjRv18ccfa/jw4VY3ig4LC9OmTZs0ffp0hYSEKDQ0VM2bN1fXrl313nvvyc/PTw0aNFBiYqI2bdpkXgZTHKKjo4v1XGwVFhYmSXr++efVp08flS1bVvfee6/ZzLgWAQEB6tSpk1atWiV/f3+rf6gW5eLFi+ZKpNzcXB07dkzz589Xbm6ueS8eW9x0001KSEhQ69atFRERoe3bt+vmm2/WnDlz1Lp1azVu3FhPPPGEbrnlFqWmpioxMVH/+9//9N13310x7n/+8x917NhRPXr00L333qsOHTrIx8dHR48e1fLly/XHH3/o9ddfl/TPPWE6d+6s8PBwDRw4UOfPn9ebb74pPz8/q9UZffr00ahRo3T//fdr6NChOnfunObNm6dbb731qm+oX9j3d9KkSdq2bZuioqJUo0YNpaWlae7cuapatapat259VccqTsOGDStyTNeuXbVmzRrdf//9ioqKUnJysubPn68GDRrYtJrOWa51rjnCfffdp48++sjq/kJnzpxRZGSkTp06pZEjRyo+Pt7qPbVq1VJ4eLikfy7/fPHFFxUTE6MHHnhAkZGR+vLLL7V06VJNnjzZ6qb+nTp10s8//6xnn31W27dv1/bt2819QUFBuueeeyRJX3/9tR599FFVrlxZHTp00Pvvv291/JYtW5orz66kd+/eevjhhzV37lxFRkbmuxy6QYMGatu2rcLCwlSpUiV98803Wr16tWJjY80xH330kQYMGKBFixapf//+hR7LnpybN2+uBx54QGPGjFFaWppq166tJUuW6NixY1q4cKH5nl9++UXdunWTm5ubevXqpVWrVlnFbNKkiZo0aSJJmjx5sr766it16tRJ1atX18mTJ/Xhhx9q9+7dGjJkSL5LQxMSElSuXDmz5gBwQ3P+A/8AADeCmJgY4/K/Zs6cOWOMGDHCCAkJMcqWLWvUqVPHeO2116weX28Y/zxqvU2bNoa3t7chyXzs/alTp4wBAwYYN910k1G+fHkjMjLSOHz4sFGjRg1zjGEU/Ej3gixatMiQZOzevfuK42rUqJHv0eW2noskIyYmpsCYl+ZsGIbx4osvGjfffLNhsVgMSUZycrJdMfLOJ+99l1q5cqUhyRg0aNAVz/VS0dHRVo83l2T4+voaHTp0MDZt2mQ1tqCa33333UbDhg2txv34449GlSpVjPr16xsnTpwwDMMwfvrpJ+PRRx81goODjbJlyxo333yz0bVrV2P16tU25Xnu3Dnj9ddfN+68806jfPnyhoeHh1GnTh1jyJAhxo8//mg1dtOmTUarVq0Mb29vw9fX17j33nuNgwcP5ou5ceNGo1GjRoaHh4dRt25dY+nSpcb48ePzzelr/f5u3rzZuO+++4yQkBDDw8PDCAkJMfr27Wv88MMPRZ53Yd//y+ezrT8PeeeX930pzOXnnJuba7z88stGjRo1DE9PT+P222831q1bZ0RHRxs1atQwxyUnJxuSjNdee63AmOPHjzdfR0dHGz4+PoXmeDUxDcO2uWbrXDaMgj8b8o5d0Ly43J49ewxJxpdffpnvnAr7unxeGYZhvP3220bdunUNDw8Po1atWsaMGTMK/Cwq7Ovuu+82x+XNo8K+Fi1aVOR5GYZhZGRkmJ/hS5cuzbf/pZdeMv71r38Z/v7+hre3t1GvXj1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|
||
"text/plain": [
|
||
"<Figure size 1200x600 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"df_22_23_24 = df_ma[df_ma[\"year\"].isin([2022, 2023,2024])].copy()\n",
|
||
"\n",
|
||
"\n",
|
||
"monthly_sum = (df_22_23_24.groupby([\"year\", \"month\"])[\"channels_all\"].sum().reset_index())\n",
|
||
"monthly_pivot = monthly_sum.pivot(index=\"month\", columns=\"year\", values=\"channels_all\")\n",
|
||
"\n",
|
||
"\n",
|
||
"plt.figure(figsize=(12, 6))\n",
|
||
"monthly_pivot.plot(kind=\"bar\", figsize=(12,6), width=0.8)\n",
|
||
"\n",
|
||
"plt.title(\"Total Monthly Bike Counts in Mannheim (2022 vs. 2023)\")\n",
|
||
"plt.xlabel(\"Month\")\n",
|
||
"plt.ylabel(\"Total bike counts per month\")\n",
|
||
"plt.xticks(range(0,12), range(1,13), rotation=0)\n",
|
||
"plt.grid(axis=\"y\", alpha=0.3)\n",
|
||
"plt.legend(title=\"Year\")\n",
|
||
"\n",
|
||
"plt.tight_layout()\n",
|
||
"plt.show()\n"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 12,
|
||
"id": "5e75d24f",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 800x500 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"df_ma[\"t\"] = pd.to_datetime(df_ma[\"iso_timestamp\"], utc=True).dt.tz_convert(\"Europe/Berlin\")\n",
|
||
"df_ma[\"metric\"] = pd.to_numeric(df_ma[\"channels_all\"], errors=\"coerce\")\n",
|
||
"\n",
|
||
"def buga_sum(y):\n",
|
||
" start = pd.Timestamp(f\"{y}-04-14\", tz=\"Europe/Berlin\")\n",
|
||
" end = pd.Timestamp(f\"{y}-10-08\", tz=\"Europe/Berlin\")\n",
|
||
" return df_ma.loc[(df_ma[\"t\"] >= start) & (df_ma[\"t\"] <= end), \"metric\"].sum()\n",
|
||
"\n",
|
||
"vals = {y: buga_sum(y) for y in [2022, 2023, 2024]}\n",
|
||
"\n",
|
||
"\n",
|
||
"plt.figure(figsize=(8,5))\n",
|
||
"bars = plt.bar([\"2022\", \"2023 (BUGA)\", \"2024\"], [vals[2022], vals[2023], vals[2024]],)\n",
|
||
"plt.bar_label(bars, padding=3, fmt=\"%.0f\")\n",
|
||
"plt.title(\"Bike Counts During BUGA Period (14 Apr – 8 Oct)\")\n",
|
||
"plt.ylabel(\"Total bike counts\")\n",
|
||
"plt.tight_layout()\n",
|
||
"plt.show()\n"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 13,
|
||
"id": "a7193c9a",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 1000x600 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"df_ma[\"year\"] = df_ma[\"t\"].dt.year\n",
|
||
"df_ma[\"month\"] = df_ma[\"t\"].dt.month\n",
|
||
"\n",
|
||
"df_buga = df_ma[df_ma[\"month\"].between(4, 10)]\n",
|
||
"\n",
|
||
"monthly = df_buga.groupby([\"year\", \"month\"])[\"metric\"].sum().reset_index()\n",
|
||
"\n",
|
||
"plt.figure(figsize=(10,6))\n",
|
||
"for y in [2022, 2023, 2024]:\n",
|
||
" subset = monthly[monthly[\"year\"] == y]\n",
|
||
" plt.plot(subset[\"month\"], subset[\"metric\"], marker=\"o\", label=str(y))\n",
|
||
"\n",
|
||
"plt.title(\"Monthly Bike Counts (April–October)\")\n",
|
||
"plt.xlabel(\"Month\")\n",
|
||
"plt.ylabel(\"Total bike counts\")\n",
|
||
"plt.xticks(range(4,11))\n",
|
||
"plt.legend()\n",
|
||
"plt.grid(alpha=0.3)\n",
|
||
"plt.show()\n"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"id": "0dc459ff",
|
||
"metadata": {},
|
||
"source": [
|
||
"Im August gehen wohl viele in den Urlaub aber im September hat 2023 deutlich mehr Fahrradzählungen als 2022 und 2024"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 14,
|
||
"id": "f3c0497b",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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74eXlxQ1ENjU1RVFR0Vu1+L3K8uXLERsbi++++w6mpqbc9hcvXvB+2/IMDAxeeQ7YsWMHtmzZgnnz5qFt27bVlquoqICfnx/y8vKUzl4jytEsM1IjWlpa6NOnDxeUnD9/HhYWFtwJq0+fPvj5558BgAuM2IDo5s2bYBim2gNYV1eXKweAd4GvKj8/nxf0eHl5wdLSEsePH1c48bIXjarvq6uri1atWim89rZt27B69Wpcu3aN191TtRtr3LhxmDlzJu7evQs7Ozvs2bMH5eXlGDt2bLX1lte0aVMMGjSIezx06FC0a9cOH3/8MSIjI197Mfvll1/w/PlzREREcF0KLPY7HDBggNLnmpiYvPK1TUxManyxZ7/fdu3a8bbr6emhVatW3P7asLW15T1m/+bPnj177XO/+uorxMbGonfv3mjTpg0GDx6MTz/9lDeerbaeP38OALWe7fSmXaKv+x7Y75g9Dlnm5ua84+R1mjdvzvtNDhs2DE2aNMH8+fPx+++/w8vLq8avxQZw7HfEfmfyNm7ciMLCQuTm5ip0M+fl5eHo0aOYOXMmb9xY3759sW/fPty4cQMODg6vrIOPjw+++eYb/Pfff3jnnXdw+vRpPHz4kDd9f8aMGdi9ezc+/PBDvPPOOxg8eDBGjx6NIUOG1PizVmfXrl0IDAzEpEmTMH36dN4+Q0NDlJWVKX1eSUkJF7BVdfbsWUyaNAnu7u4ICwt75fvPmjULx44dwy+//IKuXbvW7kOIELUQkRrr168f8vPzkZqayo0fYvXp0wd3797Ff//9h3PnzsHGxoYLOioqKqClpYVjx45xd6Hy/9iBpWzrz/fff6+03IkTJxSCnpEjR+L27ds1HnBZnejoaEyYMAGtW7fGli1buLoOGDBAoVXK19cXurq63HtGR0ejZ8+eCoHBmxg4cCAAIC4u7rVl+/btC0tLS/z8888KY5nYum7fvl3p93fw4MFXvnb79u1x48aNak/YtVVdy5lMJlO6XSKRKN1ek9aKDh064Pr169i5cyf69euHffv2oV+/fggODq55hauRlpYGCwsLLrB8089V3cWuOm/zPbwtZb/JV7VgsDmLDAwMAABSqRTW1ta8sYUsZ2dnDBo0SGmQumfPHpSWlmL16tVo27Yt9y8gIAAAanSs+/j4gGEYLmXA7t27IZVKecGOhYUFkpOTcejQIQwbNgynTp3Chx9++Mobspo4ceIExo0bh6FDh2LDhg0K+62trSGTyfDw4UPe9rKyMjx58gQ2NjYKz/nnn38wbNgwdOrUCXv37n3luK6QkBCsX78e3333XY1v0kglaiEiNSafj+j8+fO8/C89evSAvr4+Tp8+jYSEBHh4eHD7WrduDYZhYG9v/8o7u9atWwOobKWQv1t9le+//x46OjqYMWMGGjdujE8//ZTbx866uHnzJq/FpLy8HFlZWbw7p71796JVq1bYv38/7yKn7CJqbm7ONd/7+fnh/Pnzb50g8OXLlwCU301X1aZNG6xcuRL9+/fHkCFDcPLkSe5unP0OLSwsavwdyvPy8kJ8fDxvQGt12O/3+vXrvBa3srIyZGVl8d7fzMxMaULHu3fvKm2tq4lXdU8aGxvDx8cHPj4+KCsrw0cffYSwsDAsXLiQu2C/qfj4eNy+fZvXosG2wuTl5fG6Rd6mdexNsH+DW7du8Vqfnjx5UqPWtFdR9pu0s7PDX3/9hRcvXigEd9evX+fVCahs/YyMjERiYiJ69+5do/eNiYlBp06dlB57GzduxI4dO16bV8fe3h69e/fGrl27MHPmTOzfvx/Dhw+Hvr4+r5yenh68vLzg5eWFiooKzJgxAxs3bsTixYsVWt1qIiEhASNGjEDPnj2xe/dupYELO5D+0qVLvPPkpUuXUFFRoTDQ/vbt2xgyZAgsLCxw9OhRpV2QrPDwcCxZsgRz5szh5TMiNUMtRKTGevbsCQMDA8TExOC///7jtRDp6+uje/fuCA8PR1FRERc8AcBHH30EiUSCkJAQhTtbhmHw5MkTAJVBVevWrbFq1SqlgUHV6cZA5UVx06ZN+PjjjzF+/HgcOnSIV99mzZphw4YNvBaPqKgohYszeycuX7+EhATEx8cr/S7Gjh2LjIwMfPnll5BIJG+drO/w4cMAUOPm7S5duuDo0aO4evUqvLy8uLt2d3d3mJiYYPny5UpneSn7DuVNmzYN1tbWmDdvHm7cuKGw/+HDh1i2bBkAYNCgQdDT08OPP/7I+962bNmC/Px8DB06lNvWunVrXLx4kfd3+P3335WmXagpY2Nj5OfnK2xnf08sPT09dOzYEQzD1Hrm2927dzFhwgTo6enhyy+/5LazAah8K0pRURG2bdtWq/d5UwMHDoSOjg4iIiJ429nu67eh7Dfp4eGB8vJyrlWXVVFRgYiICOjp6XEtS0BlpmkjIyNMnDiRlwqDVfV88O+//yIuLg6jR4/Gxx9/rPDvs88+w61bt2o0Y9DHxwcXL17E//3f/+Hx48cK2a6r/k60tbXRpUsXAJWz3IDKm6dr167hwYMHr32/q1evYujQoWjZsiV+//33alsDBwwYAHNzc4W/WUREBIyMjHjHTU5ODgYPHgxtbW0cP34czZo1q/b9d+3ahS+++AJ+fn5Ys2bNa+tLFFELEakxPT099OrVC2fPnoW+vj6XwZjVp08frF69GgB4AVHr1q2xbNkyLFy4EHfu3MHw4cPRuHFjZGVl4cCBA5g6dSrmz58PbW1tREZG4sMPP4SjoyM+++wzvPPOO/jvv/9w6tQpmJiYcCdpedra2oiOjsbw4cMxevRoHD16FAMGDICuri6WLVuGzz//HAMGDICPjw+ysrKwdetWhVYJT09P7N+/HyNGjMDQoUORlZWFDRs2oGPHjkqDs6FDh6JJkybYs2cPPvzwQ1hYWNT4e/zvv/8QHR0NoLI15Z9//sHGjRvRtGnTNxoM6+LigoMHD8LDwwMff/wxfvvtN5iYmCAiIgJjx45F9+7d4evri2bNmiE7OxtHjhxB3759X3mxNDMzw4EDB+Dh4QEnJydepuorV67g119/haurKwCgWbNm3JTvIUOGYNiwYbh+/TrWr1+PXr168VpSJk+ejL1792LIkCEYPXo0bt++jejoaC6gqI0ePXpg165dCAgIQK9evdCoUSN4eXlh8ODBsLKy4roWr169ip9//hlDhw6t0difK1euIDo6GhUVFcjLy8Pff/+Nffv2QUtLC9u3b+cumgAwePBg2NraYtKkSVxw/H//93/cd17XLC0tMXv2bKxevRrDhg3DkCFD8M8//+CPP/5A06ZNazTIHwBu3LjB/SaLi4tx8eJFbNu2DW3atOF1u7Df79y5c5GYmIg+ffqguLgYhw4dwvnz57Fs2TLeRbtt27bYsWMHPvnkE7Rr147LVM0wDLKysrBjxw5oa2ujefPmACoHDTMMg2HDhimtp4eHB3R0dBATE/PaqfyjR4/G/PnzMX/+fJibmyu0mE6ePBlPnz7FgAED0Lx5c9y9exc//fQTnJyc0KFDBwCVx2qHDh0wfvx4REVFVftehYWFcHd3x7Nnz/Dll18qTCho3bo1d9wYGhpi6dKl8Pf3x6hRo+Du7o6zZ88iOjoaYWFhMDc35543ZMgQZGZmYsGCBTh37hw3qQWo/Nt/8MEHAIDExESMGzcOTZo0wcCBAxW6Ffv06VPrllhREWBmG6nHFi5cyABg+vTpo7Bv//79DACmcePGSqey7tu3j+nXrx9jbGzMGBsbM+3bt2f8/f2Z69ev88olJSUxH330EdOkSRNGX1+fsbOzY0aPHs2cPHmSK6MsU3VxcTHz3nvvMY0aNWIuXrzIbV+/fj1jb2/P6OvrMz179mTi4uIUpntXVFQwy5cvZ+zs7Bh9fX2mW7duzO+//86MHz++2mzIM2bMYAAwO3bsqOnXpzDtXltbm7GwsGA++eQT5tatW7yyr5t2zzp48CCjo6PD+Pj4cNPfT506xbi7uzNSqZQxMDBgWrduzUyYMIG5dOlSjep5//59Zu7cuYyDgwNjYGDAGBkZMT169GDCwsK4Keesn3/+mWnfvj2jq6vLWFpaMtOnT+dNM2atXr2aeeeddxh9fX2mb9++zKVLl6qddr9nzx7ec9kp8Vu3buW2PX/+nPn0008ZU1NTBgD3d9q4cSPj5ubG/X5at27NfPnllwr1rop9D/afjo4OY25uzjg7OzMLFy5k7t69q/R5ly9fZpydnRk9PT3G1taWWbNmTbXT7pVlKWf3KZt2//fff/PKsd+PfAbjly9fMosXL2asrKwYQ0NDZsCAAczVq1eZJk2aMNOmTXvlZ2YYxWn3EomEad68OTN16lQmNzdXoXxJSQmzZMkSpn379oy+vj5jbGzMuLi4MNHR0dW+x61bt5jp06czbdq0YQwMDBhDQ0Omffv2zLRp03iZvzt37szY2tq+sr79+/dnLCwsmPLy8td+tr59+zIAmMmTJyvs27t3LzN48GDGwsKC+9t9/vnnzIMHD7gy7G/idekLqv52qv5T9vxNmzYx7dq1Y/T09JjWrVsza9euVUjb8arXlD9u2N9Ldf/kjxtSPS2GUcPoPEIaoLlz52LLli3IycmBkZGR0NUhhJOXlwczMzMsW7YMixYtEro6hNQLNIaIkFooKSlBdHQ0Ro4cScEQEZSyWV/sIH9lSz8QQpSjMUSEvIGHDx8iNjYWe/fuxZMnTzB79myhq0REbteuXYiKioKHhwcaNWqEc+fO4ddff8XgwYNVknuJELGggIiQN5CRkQE/Pz9YWFjgxx9/fO1aVITUtS5dukBHRwcrV65EQUEBN9CanQ1ICKkZGkNECCGEENGjMUSEEEIIET0KiAghhBAiejSGqAYqKipw//59NG7cuMaJzgghhBAiLIZhUFhYCBsbG2hrv7oNiAKiGrh//z5atGghdDUIIYQQUgv//vsvlxG9OhQQ1QCb7v/ff//lVrkmhBBCiGYrKChAixYtarRsDwVENcB2k5mYmFBARAghhNQzNRnuQoOqCSGEECJ6FBARQgghRPQoICKEEEKI6NEYIkJInZPJZCgvLxe6GvWarq4uJBKJ0NUgpMGigIgQUmcYhkFOTg7y8vKErkqDYGpqCisrK8qHRkgdoICIEFJn2GDIwsICRkZGdCGvJYZhUFxcjIcPHwIArK2tBa4RIQ0PBUSEkDohk8m4YKhJkyZCV6feMzQ0BAA8fPgQFhYW1H1GiIrRoGpCSJ1gxwwZGRkJXJOGg/0uaTwWIapHAREhpE5RN5nq0HdJSN2hLjORkMlkSElJwdOnT2Fubo4uXbpQkzshhBDy/1FAJAJxcXFYv349cnJyuG1WVlaYMWMG3NzcBKwZIYQQohmoy6yBi4uLQ3BwMFq1aoXw8HAcPXoU4eHhaNWqFYKDgxEXFyd0FQkhhBDBUUDUgMlkMqxfvx6urq5YtmwZHB0dYWRkBEdHRyxbtgyurq6IiIiATCYTuqqE1EsymQwVFRVCV4MQogIUEDVgKSkpyMnJgZ+fH7S1+X9qbW1t+Pn54cGDB0hJSRGohoSozi+//IImTZqgtLSUt3348OEYO3YsAODgwYPo3r07DAwM0KpVK4SEhODly5dc2TVr1qBz584wNjZGixYtMGPGDDx//pzbHxUVBVNTUxw6dAgdO3aEvr4+srOz1fMBCSF1igKiBuzp06cAAHt7e6X72e1sOULqs1GjRkEmk+HQoUPctocPH+LIkSOYOHEizp49i3HjxmH27NnIyMjAxo0bERUVhbCwMK68trY2fvzxR6Snp2Pbtm3466+/sGDBAt77FBcXY8WKFYiMjER6ejosLCzU9hkJIXWHAqIGzNzcHACQlZWldD+7nS1HSH1maGiITz/9FFu3buW2RUdHw9bWFv3790dISAi+/vprjB8/Hq1atcIHH3yApUuXYuPGjVz5OXPm4P3330fLli0xYMAALFu2DLt37+a9T3l5OdavX48+ffqgXbt2lGeJkAaCAqIGrEuXLrCyskJMTIzCOIeKigrExMTA2toaXbp0EaiGhKjWlClT8Oeff+K///4DUNnFNWHCBGhpaeGff/5BaGgoGjVqxP2bMmUKHjx4gOLiYgBAbGwsBg4ciHfeeQeNGzfG2LFj8eTJE24/AOjp6dExQ0gDRAFRAyaRSDBjxgzEx8cjMDAQ6enpKC4uRnp6OgIDAxEfH4/p06dTPiLSYHTr1g1du3bFL7/8gsuXLyM9PR0TJkwAADx//hwhISFITk7m/qWmpuLmzZswMDDAnTt34OnpiS5dumDfvn24fPkywsPDAQBlZWXcexgaGlKCREIaIMpD1MC5ubkhJCQE69evh7+/P7fd2toaISEhlIeINDiTJ0/GDz/8gP/++w+DBg1CixYtAADdu3fH9evX0aZNG6XPu3z5MioqKrB69WpuEkLV7jJCSMNFAZEIuLm5oW/fvpSpmojCp59+ivnz52Pz5s345ZdfuO1BQUHw9PSEra0tPv74Y2hra+Off/5BWloali1bhjZt2qC8vBw//fQTvLy8cP78eWzYsEHAT0IIUSfqMhMJiUSCbt26YeDAgejWrRsFQ6TBkkqlGDlyJBo1aoThw4dz293d3fH777/jzz//RK9eveDi4oK1a9fCzs4OANC1a1esWbMGK1asQKdOnRATE4Nvv/1WoE9BGiKZTIakpCScPHkSSUlJlANOw2gxDMMIXQlNV1BQAKlUivz8fJiYmAhdHULqhZKSEmRlZcHe3h4GBgZqfe+BAwfC0dERP/74o1rft64J+Z2St0NLKAnjTa7f1EJECGkwnj17hgMHDuD06dO8MXOECImWUKofaAwRIaTB6NatG549e4YVK1agXbt2QleHEIUllNgB++wSSoGBgYiIiEDfvn1pKIPAKCAihDQYd+7cEboKRAOVlJS81RIrtra2te6iZJdQWrx4cbVLKPn7+yMlJQXdunWrdR3J26OASCRkMhnNMiOEiFJ2djamTp1a6+dv2rQJDg4OtXouLaFUf1BAJAJxcXH4+eef8fDhQ26bhYUFZs6cSYP5CCENnq2tLTZt2qR03927dxEWFoZFixZxMw6VPb+25JdQcnR0VNhPSyhpDgqIGri4uDgEBQUpbH/48CGCgoIQGhpKQREhpEEzMDB4bQuPnZ1drVuBXkV+CSX5MUSAZiyhJGR3ojxN6MWggKgBk8lk+O677wAAZmZmmDRpElxdXREfH48tW7bg2bNn+O6772gwHyGE1BF2CaXg4GAEBgbCz88P9vb2yMrKQkxMDOLj4xESEiLYOVjI7kSWpqQkoICoAbty5QqKi4vRuHFj7NmzBzo6lX9uT09PDBkyBCNGjEBhYSGuXLmCXr16CVxbQghpmDR5CSUhuxOB/6UkcHFxgY+PDwwMDFBSUoLExEQEBwer9fuhgEgg6mge/PPPPwEAn332GRcMsXR0dDBhwgT89NNPXOZeQgh5W5rQ9aGpKioqeI81IVO1kN2JbEoCBwcHZGZmIj4+nttnaWkJBwcHtaYkoIBIAOpqHnzx4gX32sqw29lyhKhDbm4u8vPz1fZ+UqkUlpaWans/MdOUrg9Nw47l1NfX523Pz88X9VhONiVBTk4O+vTpg6CgIF534oULF7hy6khJQAGRmrHNg66urli8eDHvj6/q5sHOnTvj3Llz2LJlC1xcXBQG823ZsoUrJ2Z0R6s+ubm5GDN2HMrLStX2nrp6+oje/kuNg6Jvv/0W+/fvx7Vr12BoaIg+ffooJHosKSnBvHnzsHPnTpSWlsLd3R3r16/n3uOff/7Bd999h3PnzuHx48do2bIlpk2bhtmzZ3OvsX//fkRERCA5ORmlpaVwdHTEkiVL4O7urtovQE3UeW6rT2QyGdasWQMA6N69O8aMGcN9N9HR0YiPj8eaNWtEOZbz8ePHAABnZ2elSSsXLlyIhIQErlxdo4BIjeQzloaEhCAtLQ3x8fEwNzdHSEgIgoODVdo8OGLECGzcuBG3b9/GN998g7Fjx3IH4vbt25GZmQltbW2MGDFCBZ+ufqI7WvXKz89HeVkpXrR6DxUG0jp/P+2SfCDzDPLz82scEJ05cwb+/v7o1asXXr58iW+++QaDBw9GRkYGjI2NAQBz587FkSNHsGfPHkilUsycORMfffQRzp8/DwC4fPkyLCwsEB0djRYtWuDChQuYOnUqJBIJZs6cCaDyt/fBBx9g+fLlMDU1xdatW+Hl5YWEhIR6l6CPsjFXLzk5GXl5eejcuTPCwsJ4301YWBhmz56N1NRUJCcno0ePHgLXVr3y8vIAAO+++67SpJX9+vVDQkICV66uUUCkRmzzoJeXF8aOHatwEfby8sKFCxdU1jyop6eH0aNHY+fOnUhMTMTFixe5feyPb/To0dDT03vr96qP6I5WOBUGUlQYNxW6GkodO3aM9zgqKgoWFha4fPky3NzckJ+fjy1btmDHjh0YMGAAAGDr1q3o0KEDLl68CBcXF0ycOJH3Gq1atUJ8fDz279/PBUQ//PADr8zy5ctx8OBBHD58uN4FRJSNuXrJyckAKsdyKvtuJkyYgHnz5okyIDI1NQUAnD17Fh4eHgq9GOfOneOVq2sUEKkRm4k0MjJS6Yj6yMhIXjlVmDZtGgBg9+7dCvt8fX25/WJDd7SkptjxTmzivMuXL6O8vByDBg3iyrRv3x62traIj4+Hi4tLta/zquR7FRUVKCwsrJcJ+igb8+sxDCN0FTRO06aVN0WJiYlKUxIkJibyytU1CojUiI1yW7RooXREfYsWLZCdna3yaLhjx45o1qwZcnNzuW3NmjVDx44dVfo+9Qnd0ZKaqKiowJw5c9C3b1906tQJAJCTkwM9PT2F49TS0pLX6ivvwoUL2LVrF44cOVLte61atQrPnz/H6NGjVVZ/daFszNVzcnLC9u3bERUVhS5duiAtLY0br9ipUydERUVx5cSGTVoplUqRmZmpkJLAwcEBBQUFaktaSQGRALKzs+Hq6sobUc8OrlM1tluoardYXl6eqLuF6I6W1IS/vz/S0tK4pvvaSEtLg7e3N4KDgzF48GClZXbs2IGQkBAcPHgQFhYWtX4voWh6NmYhOTk5wdTUFKmpqfD09ERp6f8mFOjr66O0tBRmZmaiDIjkk1ayvSbsd8IO81Bn0koKiNSophdXVV2E2dkNDMOgW7ducHZ25n5sCQkJuHjxItauXatx3ULqmPVFd7TkdWbOnInff/8dcXFxaN68ObfdysoKZWVlyMvL47US5ebmKqS4yMjIwMCBAzF16lQEBgYqfZ+dO3di8uTJ2LNnD68brj7R9GzMQpJIJBgyZAg3I1Ee+9jd3V2U3w3AT1op3yggRNJKCojUiB0pP2zYMCQmJio0Dw4bNgyHDh1S2Yh6dnaDra0t7ty5wxtUbWVlBVtbW2RnZ2vUYD51zfqiO1pSHYZhMGvWLBw4cACnT59WaEXs0aMHdHV1cfLkSYwcORIAcP36da7ll5Weno4BAwZg/PjxCAsLU/pev/76KyZOnIidO3di6NChdfJ51JVWQpOzMQtJJpMpDNSv6vjx45gyZYqog6K+ffsKnv6EAiI1Yu8mc3NzsX37doW+ZPYOUlVjiNjZDf/++6/SmVRsNK4pAZE6Z33RHS2pjr+/P3bs2IGDBw+icePGXHAulUphaGgIqVSKSZMmISAgAObm5jAxMcGsWbPg6urKDahOS0vDgAED4O7ujoCAAO41JBIJmjVrBqCym2z8+PFYt24dnJ2duTLse6iCutNKaMqFTZOwN6YA4OLiorSl/tmzZxpzHhaKRCIRfLwmBURqJD+iPigoCL1794a+vj7u3LmD3bt3q3xEPZsmvmPHjkpnUs2cORMZGRkK6eSFIMSsL7qjFY52iXoyVdfmfSIiIgAA/fv3523funUrJkyYAABYu3YttLW1MXLkSF5iRtbevXvx6NEjREdHIzo6mttuZ2eHO3fuAKhcFPPly5fw9/fn/f7Gjx/PDbR9G0KlldCEC5smuXLlCoDK8/Dy5ct5rdHe3t7cefjKlSuiDog0AQVEasR202hrayMxMZHXXyqRSGBtbQ2GYVTWTWNiYgKgMquuTCbDP//8w2uRKikp4ZUTklCzvuiOVr2kUil09fSBzDNqe09dPf03anGpyfRoAwMDhIeHIzw8XOn+JUuWYMmSJa98jdOnT9e4Tm+K0kpojocPHwIABg0apPTcNnDgQGRkZHDliHAEDYhkMhmWLFmC6Oho5OTkwMbGBhMmTEBgYCC0tLQAVJ6cgoODsXnzZuTl5aFv376IiIhA27Ztudd5+vQpZs2ahcOHD3N3bevWrUOjRo24MikpKfD398fff/+NZs2aYdasWViwYIFaP69EIkH//v2xc+dOSKVSdOvWjctDlJSUhPv378PX11dlJyh2QPDt27cxdOhQlJWVcfv09PS4x5owcFjIWV90R6s+lpaWiN7+C61lVscorYTmYGcNxsbGYvjw4QrjFU+ePMkrR4QjaEC0YsUKREREYNu2bXB0dMSlS5fw2WefQSqV4osvvgAArFy5Ej/++CO2bdsGe3t7LF68GO7u7sjIyICBgQEAwM/PDw8ePMCJEydQXl6Ozz77DFOnTsWOHTsAAAUFBRg8eDAGDRqEDRs2IDU1FRMnToSpqSmmTp2qts8rk8lw+vRp2NjYICcnh3eHKJFIYGNjgzNnzqhscJ1819vLly95++Qfqyvp1avQrC/xsLS0FF2Aom6UVkJzdO/eHTExMcjIyMCiRYsU1jLLyMjgyhFhCRoQXbhwAd7e3tzsipYtW+LXX3/lxtIwDIMffvgBgYGB8Pb2BgD88kvlIo2//fYbfH19cfXqVRw7dgx///03evbsCQD46aef4OHhgVWrVsHGxgYxMTEoKyvD//3f/0FPTw+Ojo5ITk7GmjVr1BoQsXdtWlpacHFxQe/evXmZqi9evAiGYVR21+bo6AiJRAIdHR1e6xBQ+d3q6+vj5cuXSgMQdaNZX4SoDt1gaA42D1FeXh6uXLnCGyqhr68PAKLNQyRPExbZ1n59kbrTp08fnDx5Ejdu3ABQuUL0uXPn8OGHHwKoPGhzcnJ4uTmkUimcnZ25H1V8fDxMTU25YAj4X19tQkICV8bNzY2XnNDd3R3Xr1/Hs2fP6vxzstgVe3v37o2wsDCMGDECH374IUaMGIGwsDD07t2bV+5tpaenQyaTobS0FKamphg9ejRmz56N0aNHw9TUFKWlpZDJZEhPT1fJ+70NdtZXfHw8AgMDkZ6ejuLiYqSnpyMwMBDx8fGYPn16nRwgMpkMSUlJOHnyJJKSkiCTyVT+HoSok/wNRtVJE3V9g0HHE59EIkFAQAC0tLQUxqcxDAMtLS3MnTtX1GO54uLi4Ofnh7lz52Lp0qWYO3cu/Pz8EBcXp9Z6CNpC9PXXX6OgoADt27eHRCKBTCZDWFgY/Pz8AICbKlq1eV0+RX5OTo5C36uOjg7Mzc15Zao2HbOvmZOTAzMzM96+0tJSXgKtgoKCt/2oANS/si8bWLVt2xYFBQW89cysrKzQtm1b3Lx5U2UB2NsSYtYXrXZPGiKh0krQ8aSc/LlN/rtp0qQJpk+fLurvprrVFJ49e6b21RQEDYh2796NmJgY7Nixg+vGmjNnDmxsbDB+/HjB6vXtt98iJCRE5a+r7pV92cCqQ4cOXGsZi2EYdOjQATdv3lRZAKYK6pz1Ravdk4ZM3TcYdDy9mpubG1xcXHDw4EHcv38fNjY28Pb2VggExER+NQVlLZkMw6h1NQVBA6Ivv/wSX3/9NXx9fQEAnTt3xt27d/Htt99i/PjxXBr83NxcWFtbc8/Lzc3l+lutrKwUpiu+fPkST58+5Z5vZWXFW9iUfQ12X1ULFy5EQEAA97igoAAtWrR4y0/7v8HLCQkJSu/a2KBFVYOc2cDq0KFDCvtyc3O57apeTPZtqWPWF01LJmKgrouw/PEUEhKCtLQ0xMfHw9zcHCEhIQgODhb98aSs9Wzfvn2ibj2TT1qprNcEgFqTVgoaEBUXFyt8CRKJhIsU7e3tYWVlhZMnT3IBUEFBARISEjB9+nQAgKurK/Ly8nD58mXuC/vrr79QUVEBZ2dnrsyiRYtQXl4OXV1dAMCJEyfQrl07he4yoHKgGzvYTZXkV/a9ffs2767NysoK7dq1U+nKvvIDJnV0dDB69Gh4eHjg6NGj2L17NzfTTIwDK2laMhEDdV2E2ePJy8sLY8eOVegy8/LywoULF0R7PLGtZ71794aDgwOeP3+ORo0aobS0VNStZ2zSSqByll3VGXjsWGF1Ja0UdFC1l5cXwsLCcOTIEdy5cwcHDhzAmjVrMGLECACAlpYW5syZg2XLluHQoUNITU3FuHHjYGNjg+HDhwOo7A4aMmQIpkyZgsTERJw/fx4zZ86Er68vbGxsAACffvop9PT0MGnSJKSnp2PXrl1Yt24drxVIHdh+/Rs3bqBVq1aYPXs2FixYgNmzZ8Pe3h43btxQ6cBhNuDR1taGmZkZduzYgTFjxmDHjh0wNzfnAoGqU/LFgKYlk4aOvQi3atUK4eHhOHr0KMLDw9GqVSsEBwerdMAqe5xERkYqfb/IyEheOTFhW89MTU2RkJCAuLg4XLlyBXFxcUhISICpqSkiIiJEOfic7alp2bIlQkNDUVZWhvj4eJSVlSE0NBQtW7bklatrgrYQ/fTTT1i8eDFmzJiBhw8fwsbGBp9//jmCgoK4MgsWLEBRURGmTp2KvLw89OvXD8eOHeNyEAFATEwMZs6ciYEDB3KJGX/88Uduv1QqxZ9//gl/f3/06NEDTZs2RVBQkFqn3LPUubJvbGwsgMq+2DZt2uDTTz/l1tBJTEzkuhpjY2O51jSxoGnJwsnNzaXEjHVM3V3CbLd7p06dlL7f7NmzkZqaqnHd8+rAtp4BgK6uLkaNGsW11O/Zs4eb6SzW1jOgsrdozJgxvMDH0tKyRlnjVUnQgKhx48b44Ycf8MMPP1RbRktLC6GhoQgNDa22jLm5OZeEsTpdunTB2bNna1tVlVLXwOEXL14AqExcefLkSYUA7NNPP8WOHTu4cmJCeY+EkZubi3Fjx6C0rFxt76mvp4tftkfXOCj69ttvsX//fly7dg2Ghobo06cPVqxYgXbt2nFlSkpKMG/ePOzcuZO3lhn7Hv/88w++++47nDt3Do8fP0bLli0xbdo0zJ49m3uNc+fO4auvvsK1a9dQXFwMOzs7fP7555g7d+5bf2Yhu4SVLRMkZmwwpKOjgyNHjnDjt6ZOnYoJEybAw8MDL1++5HUzigV7vDx8+JBbnYL18OFDLiBS1w0NrWVWx0pKSpCdna10n7GxMYyNjQFULq+hjK2tLa817E107twZ586dw8WLF7F9+3akpaXxTlKff/45V05saLV7YeTn56O0rBzTOhbCxrjuuwjuF0mwIaMx8vPza3xSPXPmDPz9/dGrVy+8fPkS33zzDQYPHoyMjAzueJ07dy6OHDmCPXv2QCqVYubMmfjoo49w/vx5AMDly5dhYWGB6OhotGjRAhcuXMDUqVMhkUgwc+ZMAJXH/8yZM9GlSxcYGxvj3Llz+Pzzz2FsbPzWrdfq7hJmB8ampqbC09OTl7aEbZWWLycm7OzhAQMGKAxm19PTw/vvv48TJ07wcvCJhZOTE2JiYmpUTh0oIKpj2dnZb3Vy27RpExwcHGr13BEjRmDjxo24ffs2goKCMGbMGLi6uiIrKwtBQUHIzMyEtrY2N2ZLbGi1e+HYGMvQsrFmjpk4duwY73FUVBQsLCxw+fJluLm5IT8/H1u2bMGOHTswYMAAAMDWrVvRoUMHXLx4ES4uLpg4cSLvNVq1aoX4+Hjs37+fC4i6devGa51p2bIl9u/fj7Nnz751QKTuLuGavo4Yu6DZYPDRo0eoqKhQaI1m88DJB5FipCxppbpRQFTHbG1tsWnTJqX77t69i7CwMCxatAh2dnbVPr+29PT0MHr0aOzcuRMJCQm8LjP2oBw9erSo82DQavfkddjxTuzF/PLlyygvL+dl0G/fvj1sbW0RHx8PFxeXal/nVQFBUlISLly4gGXLlr11ndXdJcwuE2RiYoKYmBgcOXKEm+Y/dOhQ+Pn5oaCgQCOWCVK35s2b49KlS0hKSlLaGp2UlMSVE5uUlJQal+vVq1cd14YCojpnYGDw2hYeOzu7WrcCvc60adMAgJelmuXr68vtV7dXdSXW1Nt0J8qTyWS4desWdwJnT+6EVFRUYM6cOejbty83FiYnJwd6enoKA4TlM+hXdeHCBezatQtHjhxR2Ne8eXM8evQIL1++xJIlSzB58uS3rre6u4TZZYKePXuGESNG8Fo7IiMjucfp6emiGzj8+eef47fffoNEIsGtW7d4rdEWFhbcKg3sEAYxkZ/hrKenx1tzU/6xumZCU0AkAtOmTcPEiRM1KkPq23YlAm/XncjasGED9uzZw5vyumHDBowaNUqwYJFoDn9/f6SlpXHjQGojLS0N3t7eCA4OxuDBgxX2nz17Fs+fP8fFixfx9ddfo02bNvjkk0/eptoA1NslXNOxSGKcdm9oaIi+ffvi/PnzCkmE2cd9+/aFoaGhENUT1PPnzwFUDjg3MzPjzTIzMzPDkydP8PLlS65cXaOASCT09PQwatQooavBeVVXIlD33YlAZeCzc+dOmJmZYdKkSXB1dUV8fDy2bNmCnTt3AgAFRSI2c+ZM/P7774iLi+N1Z1hZWaGsrAx5eXm8VqLc3FyFzPcZGRkYOHAgpk6disDAQKXvww5w7ty5M3Jzc7FkyZJaBUTKWl2trKywZMkS3Lx5E/n5+ZBKpWjbti20tbW5RbVZb9Piyn4PnTt3xvfff4/Dhw9zN19eXl748ssvRTvtHqhcTJwdcF/dfjFiA+SXL1+irKwMo0ePho2NDe7fv48TJ05wLUPqCqQpICKCqElXIlB33YllZWXYs2cPzMzMsGfPHujoVB4Knp6eGDJkCEaNGoU9e/Zg4sSJoh5jJUYMw2DWrFk4cOAATp8+rTBTq0ePHtDV1cXJkycxcuRIAMD169eRnZ0NV1dXrlx6ejoGDBiA8ePHIywsrEbvXVFRUevBtUJO4GDl5+dj/PjxvDv9vXv31knm//qCzQnVp08fLFq0CJs3b8a9e/fQvHlzTJkyBWFhYaJd1kS+VezZs2dKh3ZULVeXKCAionTw4EHIZDJMmjQJWlpaSEpK4g2qnjhxIlavXo2DBw9qVMsaqXv+/v7YsWMHDh48iMaNG3PjgqRSKQwNDSGVSjFp0iQEBATA3NwcJiYmmDVrFlxdXbkB1WlpaRgwYADc3d0REBDAvYZEIkGzZs0AAOHh4bC1tUX79u0BVGaWXrVqFb744ota1VvICRzsdPrs7OxX5pMR47R7+ZxQxsbGmDNnDm+/mJcJatOmDZdA+FVjiNq0aaOW+lBARETp/v37ACoTf/r5+SmsvTRmzBheOaJa94vUcydcm/eJiIgAAPTv35+3fevWrZgwYQIAYO3atVxWfPnEjKy9e/fi0aNHiI6ORnR0NLfdzs4Od+7cAVDZGrRw4UJkZWVBR0cHrVu3xooVK2o9uFbICRzyXWGvmj4txi4z+ZxQMplMYUarmJcJkl9L1MjICMOHD4e1tTUePHiAP//8kwuIlK05WhcoICKixK5z9/3336NPnz5YvHgxbxbOqlWreOWIakilUujr6WJDRmO1vae+ni6kUmmNy9ck/4mBgQHCw8MRHh6udP+SJUuwZMmSV77GrFmzMGvWrBrXS5OxC3IDgIuLC5ydnWFgYICSkhIkJCTg4sWLCuXEgk21cODAARw+fFjpwrfy5cSkoKCA+/+8vLxqu8zky9UlCohEoqysTKNmmQnN09MT4eHh0NXVxZIlS7jvwtHREUuWLMHQoUNRXl4OT09PgWvasFhaWuKX7dG0llkDk5yczP2/lpYWHBwcuBuMxMREXjl15JPRJF26dIGpqSk2b96scM59+vQpNm/eDFNTU1EuE8S2GLZt2xbPnj3jklQCQLNmzWBqaoqbN2+qrWWRAiIRoKnliq5duwYAKC8vh4+PDz744AOuqfbEiRMoLy/nyomtX7+uWVpaUoDSwLDTxz08PHDlyhWFaf4ffvgh/vjjD4Vp52LBnk+MjIy48WbsjNaysjJuv9g0bdoUAHDz5k2FgfcFBQV49OgRr1xdo4CogaOp5cqx/fUuLi64ePGiQlOts7MzEhISRNmvT8ibsrCwAADcuXMHUVFRCtPuAwICeOXEJDk5GUVFRbC1tUVpaSlWr17N7bOysoKtrS2ys7ORnJyMHj16CFhT9WNbz1412F6drWcUEDVgNLW8emx//cWLF3mLTwKVi1EmJCTwyhFCqte9e3fExMQgIyMDw4YN480W2rx5M/e4e/fuQlVRMGx34oABAxTWyQOA999/H9u2bRNlQCSvW7ducHZ25s7H7NizqrMW65L264uQ+kp+ajkbDLF0dHQwceJEyGQyHDx4UKAaCsfR0ZFb36l79+4IDw/H0aNHER4ezp20tbW1Rbn2kqoJsUhjQ6Wp36WTkxOMjY0BQKH7h31sbGystlXLNVFUVBRatWrFO9e0atUK27ZtE7pqgklJSUFeXh6mTJmCO3fuYN26dVi5ciXWrVuHu3fvYvLkyXj27FmN1zx7W9RC1ICxU8ZdXV2VTvdkk8iJcWp5amrqa2e8VFRUIDU1VdR3bW9DV1cXAFBcXCzKZQnqQnFxMYD/fbeahK2Tnp4er8WVfayJdVYHtruncePGCA0N5W5OHR0dERoaihEjRqCwsFCUg6rZIQkjRoyAr6+vwjWqtLQUkZGRlKmavD12yvi2bduQmJioMN2zd+/evHJiwjZjT5gwAceOHVMYBDp+/Hhqxn5LEokEpqam3EBaIyMjtTZ/NyQMw6C4uBgPHz6EqampxmU0lr/Trzq13NzcHJ6enti8ebMokw+yLdGFhYVYvHgxxowZw83Ai46ORmFhIa+cmLBDErKysuDo6Kjw28jKyuKVq2sUEDVg3t7eiIiIwKFDh+Dq6srLtRMdHY1Dhw5BW1sb3t7eQldVMJ07d8bYsWMV7kzkpxGT2mPX9hLr7CJVMzU1VVgvTRPU5E5/8+bNopykID9g+MqVK4iPj+cey8+sEmMW7y5dusDKygoxMTFYtmwZLyisqKhATEwMrK2taVA1eXsSiQSGhoYoKirC1atXkZmZCUtLS2RmZuLq1asAKteI0bS7TXVwcnLC9u3bERUVhXXr1vHuTCoqKhAVFcWVI7WnpaUFa2trWFhYiHZqsaro6upq7LEqf6fPLkUiT913+pqE/cxTpkzBoUOHFFZ09/T0RGRkpCi/G4lEghkzZiA4OBiLFi1C7969uUHViYmJuHjxIkJCQtT2u6eAqAFLSUlBUVERBg0ahFOnTvGme0okEgwaNAixsbGibMZ2cnKCqakpUlNTsWjRIoVm7NTUVJiZmVFApCISiURjL+bk7bF3+j/++CPy8/MVuuelUqla7/Q1CfvdpKenIzo6GmlpaVzrWadOnRAcHCza7wYA3Nzc4OPjg927d/NazyQSCXx8fODm5qa2ulBA1ICxzdMBAQFYsGCBQqbqly9fIjY2VpTN2BKJBAEBAQgODlbajK2lpYW5c+fSRZyQGpBIJOjfvz+X82z06NGwsbHB/fv3ceLECVy/fh2+vr6iPJ7kW0GCg4Ph5+cHV1dXZGVlITg4GPHx8WptBdE0cXFxXE48eTKZDDt37kTHjh3VFhRRQNSAVR2wVnXV9ps3b/LKiY2bmxtCQkKwfv16hUGg06dPV+udCSH1mUwmw+nTp2FjY4OcnBxeolNtbW3Y2NjgzJkzmDJliigv/PLnmqoTOEJCQkR7rpHJZFixYgWAyu51+bQS7OMVK1agb9++avndUEDUgGnagDVN5Obmhr59+yoMAhXjSZuQ2kpJSeFuKlxdXRXGgrAtsGLsnpdXNY+UGBe7lXflyhUUFRUBqFwdYOzYsdzQhe3bt+PixYsoKirClStX1LIGnvjm+YkI21QbHx+PwMBApKeno7i4GOnp6QgMDER8fDymT58u+ou/RCJBt27dMHDgQHTr1k1jvw+ZTIakpCScPHkSSUlJvLXpCBESuyins7MzwsLCMGLECHh4eGDEiBEICwuDs7Mzr5zYxMXFITg4GK1bt+YlZmzdujWCg4MRFxcndBUFcfz4cQCAvb09li9fDkdHRxgZGcHR0RHLly9Hy5YteeXqGrUQNXDUVPt6ZWVlCuOrNG0pk7i4OIWuPSsrK8yYMYP+hkRw7JTxd999VyGfjra2Nvr164eEhARRTi2XyWRYv349XF1deS31jo6OWLZsGQIDAxEREaG2biFNwp7P3N3dwTAMkpKSeC317u7u2LhxI++8V5coIBIJaqpVbsOGDdi9ezfv+4iIiMDo0aM1ZtFb9u6yai6pmJgYBAcHU2BLBGdqagoAOHv2LDw8PBS658+dO8crJyZsd+LixYuVXvT9/Pzg7+8vyu5EKysrpKWlYf/+/Thw4AAvJYGlpSV33VJX7i3qMmvgqKm2ehs2bFA6uwEAdu7ciQ0bNqi5Roqq3l3KNykvW7YMrq6uiIiIoO4zIqimTZsCABITE5V2zycmJvLKiQk7i/f+/fvw8/PD3LlzsXTpUsydOxd+fn7c0klinO3r7u4OoDJxa1lZGebNm4e9e/di3rx5KCsr4xK6suXqGrUQNWDUVFu9srIybiZM7969la6yvHv3bkycOFHQ7jP5u0tlXRFivrskmoOdwCGVSpGZmanQPe/g4ICCggJRTuBgZ/GGhYWhT58+Cq28YWFhvHJi0rVrV242WX5+Pi9XHnu+09LSQteuXdVSH2ohasDYi6mfn1+1F9MHDx6obSVhTXLgwAFUVFTA0tJSYZXlO3fuwNLSEhUVFThw4ICg9WTvGu3t7ZXuZ7eL8e6SaA52AseNGzdgb2+P2bNnY8GCBZg9ezZatmyJGzduiHYCh6OjIyQSCczMzBAcHIyysjLEx8ejrKwMwcHBMDMzg0QigaOjo9BVVbv09HSuW6zqMA72McMwSE9PV0t9qIWoAaOLafVSU1MBVDbVuri4wMfHBwYGBigpKeFSxrPlfHx8BKtn1VxSVYl5SQSiWdgJHOHh4bxEp1ZWVqIe55aeng6ZTIZnz55h2LBhKC0t5faxrdJsObG18rLXnkWLFmHz5s28NQ8tLS0xefJkhIWF0Wr35O3RxbR6BgYGAIBmzZohMzOTdwK3tLREs2bN8PDhQ66cUITOJSWTyShHE6mxjIwMPHr0iLft4cOHyMjIEG1AVNOLuRhvTNlrj42NDX799VeFc821a9d45eoadZk1YPIXU2XNkWJOzNimTRsAlSfrVq1a8Qact2rVirtTYcsJRchcUnFxcUoHgYp5ID6pHjtJQSqVYv78+di3bx/mz58PqVSqMZMUhMDOrOvcuTP279+P4cOHo2fPnhg+fDj279+Pzp0788qJiaZdo6iFqAGTX0MnMDAQfn5+vMF8Yl5Dx8zMjPv/9PR0nDlzBjdv3sT9+/d5/dXy5YQiRC4pmupP3kRZWRn27NkDMzMz7NmzBzo6lZcWT09PDBkyBKNGjcKePXsEn6QgpAcPHsDLy4u78F+6dAmHDh0SZQs9S/4a5enpqdCdWFZWRqvdE9WhxIzKFRQU8P5ffu2l6soJSZ1LjNDsRPKmDh48CJlMhkmTJkFLS0sh187EiROxevVqHDx4UGFNxYaOTUb5+PFj6OrqwsfHBx4eHjh69Cj27t3LZe8WY9JKVtU8ea/bXlcoIBIBWq9LkXzztK6uLsrLy7nHenp6KCsrUygnNHaJkbpGieTIm2Jz6WhpacHPz08ho/qYMWN45cTExMQEAGBoaAgTExP8+uuv+PXXXwFUfjf5+fl48eIFV05M2JuvPn36ICQkBGlpady5plOnTggODlbrzRcFRESU5Jupe/TooTQPUdVyYiGfSG7p0qUKF7dJkybxyhFiY2MDAPj++++V5tpZtWoVr5yYZGZmAqj87Bs2bFC46H/++efIzMxEZmamWhYw1STyN1+6uroKN1jqvvmigEgE4uLiEB4erpAW3d/fX7RdZixbW1vcuXOHC4CAyu5EW1tbZGdnC1gz4bBB4PLly5WOIVq+fDmvHCGenp4IDw+Hrq4ulixZwo0TcnR0xJIlSzB06FCUl5fD09NT4JqqH3tDcfv2bQQHB8PPzw+urq7IyspCcHAwFzCpa70uTaJpqWFollkDFxcXh6CgIIX+6by8PAQFBYl2xhD7fWRnZ6Nly5YYOXIkPD09MXLkSNjZ2XHBkBj79dlEcqampggNDeUtFxIaGgpTU1PRJpIjyrHTo8vLy+Hj44PDhw/j8ePHOHz4MHx8fLguabacmLCtYsOGDeOyeHt4eMDf3x9ZWVnw8vLilRMT+dQwyqg7NQy1EDVgMpkMa9asAQB0794dY8aM4e70o6OjER8fjzVr1ohycCx7gA0aNAh//fUXb8qnRCLBoEGDEBsbq1GtIOrKCSSfSC4oKEhhduKzZ8+4cjSGiAD/u4MfOXIkfvvtN94SDBKJBCNHjsS+fftE2c3q7e2NDRs24OzZs9i5cycyMjK4Y7hjx47w9fWFRCKBt7e30FVVO6HzrFVFLUQNWHJyMvLy8tC5c2eEhYXx7vTDwsLQuXNn5OXlITk5Weiqql2XLl1gamqK2NhYhfwXMpkMsbGxMDMz05gcTerMCSSfPVbZHe2iRYt45QhhbxzMzc3RpEkT3r4mTZpw6Ss06QZDXfT09DBq1Cg8e/YMvr6+uHfvHrp27Yp79+7B19cXz549w6hRo0SZjkDIPGvKUAtRA8YGOp999pnStcwmTJiAefPmITk5GT169BCghsJ68eIFAEBHRwejR4/mpsLu3r0bL1++RHFxscA1rMTmBKp6wnz27Fmd5ASSzx4bExMjePZYovnYG4zNmzfD1dUVwcHBvNboyMhIjbrBULdp06YBAHbv3q3Qeubr68vtFyNNSg1DAZEIMAyjtLtFzK5cuYLS0lIYGBjA1NQUO3bswI4dOwBUzqTKy8tDSUkJrly5IujMD7bbk2GYars9165dq9Juz6rN2PLdYmLPcE5ej2EY3LhxA3fv3kVpaSmXS0bdOWU0UdXvoGrrtFhpSmoYCogaMCcnJ2zfvh3r1q1DWVmZwvRptsXByclJoBoK588//wQATJ06Fd7e3goH4m+//YaffvoJf/75p6ABUdVuT/kkiWFhYZg9ezZSU1NV2sonnz120aJF6N27N5eSgF34VqwZzolyKSkpyMvLw6BBg3Dq1CnerE2JRIKBAwfi5MmTos1dxS5rYmZmhkmTJsHV1RXx8fHYsmULdu7cCQCibiXSFBQQNWBOTk4wNjZGdnY2TE1NMX/+fO5AjIyMRE5ODoyNjUUZELHdZdbW1koTHlpZWfHKCYXt9pwwYYJauz3d3Nzg4+ODPXv28Ba+lUgk8PHxEX26BsLHjieLjY2Fq6urQhB98uRJXjkxoWVNXi8uLg7r169XuGmfMWOGWs81NKi6gdPV1QUAFBcXY9WqVRg5ciRWrVrFXejZ/WLDLqgYGRmJ8vJyJCUl4eTJk0hKSkJ5eTm2bNnCKyc0LS0ttb5fXFwcdu3apdAKJJFIsGvXLtGmayDKyS9gGhoaipYtW0JfXx8tW7ZEaGioqBcwlV/WhA2GWDo6Opg4cSJkMhkOHjwoUA2FxY6RVLbIdnBwsFrPNdRC1ICxzdhTpkzB4cOHedG3ubk5PD09sXnzZlE2Y48YMQIbN27E7du3lS4qWFpaCm1tbYwYMULAWv6v23Pr1q1wcnJSmJYaFRXFlVMV+XFLPXr0UMu4JdIw5OfnY+zYsdV2z4sRu1yJq6ur0rGcrq6uvHJiomnrJlJA1ICxzdMjRoyAr6+vwoFYWlqKzZs3i7IZW09PD66urjh//jwvGALAPXZ1dRX8RO7k5ARTU1OkpqZi0aJFCsFJamoqTE1NVRoQCTFuidRv8olOzczMMHr0aNjY2OD+/fs4ceIEFyCJMdEpm3Bx27ZtSEhIUFgxwNnZmVdOTOSX7lA2JICW7iAqI58F1NHRUeEHpe4soJpEJpPh9u3bMDMz4xINyjMzM0NmZiZkMpmgrSASiQQBAQEICgrClStXeON59PX1AQABAQEqraNQ45ZI/cV2hTVt2hRPnz7F7t27uX3a2tpo2rQpHj9+LMouM29vb0RERODQoUPcMcvKy8vDoUOHoK2tLcrEjJq2dAcFRA2Y/PRpZSsJi3n6NHtnAgAuLi545513UFpaCn19ffz333/cLBlN6E50c3NDaGiownp0ZmZmdTroUN3jlkj99/jxY7i4uMDZ2RkGBgYoKSnhLZYsRhKJBLq6uigtLYVMJsPAgQPh4OCAGzdu4MyZMwAqx3KKsfu56k17VbR0B1EZ+enTysbJlJWViXb69OPHjwEAzs7OWL58ucLYnIULFyIhIYErJzQ3Nze4uLjg4MGDuH//PmxsbODt7V0nXXpCjFsi9Zv8HbyWlhYcHBy4rt3ExESl5cQiOTkZpaWlaNy4MQoLC3Hy5Elu1h0AbrsYW1w1bekOCohEoLqEaGJOlMaOZXj33XeVdgv169cPCQkJGjPmQdm01H379tVJC5EQ45ZI/cYeJ8OGDUNiYqJCxmEvLy8cPnxYY44ndWK7oAsLC1/ZGi3GgEj+pj0wMFBh3cT4+Hi13rRTQNSAsSP4+/Tpo7TLLDg4WK0j+DUJO5bh7Nmz8PDwULgzOXfuHK+ckNhpqa6urli8eDHvhFEXS3cIMW6J1G/scZKbm4vt27crnGsCAwN55cSEzUbdsWNHpa3RM2fOREZGhmizVmvS0h2Uh6gBY8fJ+Pn5VTuC/8GDB0hJSRGohsJp2rQpACAxMVHpooJsMz9bTihVp6XKL9C7bNkyuLq6IiIiAjKZTKXvy45bkkqlvO2mpqYIDQ2lxIyER/54YtfdY2dpBgcHa8zxJAQTExMAUJjNyiopKeGVEytNWNaEWogaMLa//v79+1i6dKlCbpBJkybxyokJ23ctlUq5Fd1Z1tbWcHBwQEFBgeADzoWellr1PWmgNVGmvhxPQmAHBN++fVtpF3RmZiavnNiwLeAuLi7w9fXlZTivixbwV6GAqAFjD7CwsDD06dNHobslLCyMV05M5PuuXVxc4OPjo5HrdQk1LVXd3XSkfpM/npydndG3b1/eOJmEhASNOJ6EIN8qVl0XdNVyYsG2gDs4OCArK4v33VhZWcHBwYESMxLVcHR0hEQigYmJCUJDQ7m08Y6OjggNDcWoUaNQUFCgdLqjGMj3XcsfiEL0XVdHflpq+/btFZJr1sW0VPluOnbsWXx8PMzNzRESEiLqsWekevLr31Vd3FXM69/Jt57l5+fzWurNzMwglUpF23rGtoDn5uZWe2PKMAwlZiRvLz09HTKZDHl5eQgKClIYwZ+XlweGYZCeni54rh2hqHM6e22wJ9Mff/xR4WTKnmRVPS2VPUl5eXkpXYbB09MTFy5c0IgcTURzsOvfubi4KCzuumvXLnTs2FGUQVF9aY0WApvWpE2bNkpbiNq0aYObN2+qLf0JBUQNGNuN8s033yAyMpLXr29lZYVvvvkGYWFhohxDxFLndPbakEgk6N+/P3bu3AkzMzPMnz8frq6uiI+Px5YtW3D9+nX4+vqq9GTK/h42b96stKs1MjKSV44QZa2KT58+hbW1NTw9PUXfqlgfWqOFwKZhuHnzptJzzYULF3jl6hoFRA0Y242SkJCAhw8f8vbl5uYiISGBV05s5Afz+fj4cJl1hRjMVx2ZTIbTp0+jXbt2yMvLw6pVq7h9VlZWaNeuHc6cOYMpU6ao7EIjv3K5sgUX2bXMxDiFmign36o4ZswYhfW6hg0bJvpWRU1vjRYCO7OOnb1adVjHxx9/jLy8PLXNwKOAqAHr0qULjIyMEBsbC21tbd60Ri0tLcTGxsLIyEiUfdfyg/lu377Nu2uzsLBQ+2C+6sjPMlM2hujatWtqXfyQEGXkWxWrys3N5baLuVVR01ujhVBQUAAArxzWIV+urlFA1IDJZDK8ePECgGKOB/bxixcvBF/AVAhsoJGTk6Ow4GJ+fj7XoiZ0oCE/y0wikSjUpS5mmbEnobS0NCxatEhhPEhaWhqvHCHyrYVaWloKN1/sY7G2KtaH1mghsL+Htm3b4vbt2wrDOtq2bYubN2+q7XdDAVEDduDAAe5EpKuri7KyMm4f+5hhGBw4cAA+Pj5CVVMQ8oP0qgsWq5YTghCzzNjXGjhwIE6dOsVrPZNIJBg4cCBiY2NF29VKFL18+ZL7/969e2PcuHHcnf4vv/zCdc/LlxML+dbozMxM3vFkaWmpMa3RQmBTDdy8eRPOzs5o164dCgsL0bhxY5SWlnK/G3WlJKCAqAFjM1C3b98eP/zwAw4fPsz1XXt5eWHOnDm4du0aUlJSRBcQybeo9OjRQyFZGnvSErqJX4hZZl26dIGpqSliY2OVrlweGxsLU1NTUXa1EuVOnDjB/b+WlhZu3LiBu3fvorS0lJfM88SJE3B2dhaiioKRb43u06cPgoKClA4cFro1Wgjs+U0++JFnZmYGAwMDWtyVvD02VbyZmRkmTJig0HfNdrdUl1K+IcvPzwcANGrUCEuXLuUN5lu6dCmGDx+O58+fc+WEIsQsM2WqtqJRxmoijz23dOnSBX///bdCHqIuXbpwgYHYsK3Mzs7OSicpLFy4EAkJCYK3RgtBIpGgdevWOH/+vNL9z549U2vLGQVEDZiDgwMuXbqE+Ph4hb7rhIQErhXEwcFB4Jqq36NHjwAAz58/VzqY7/nz57xyQhFilllKSgry8vIwaNAgnDp1SuHiNmjQIMTGxoryjpYoZ2VlhbS0NKSkpChtVWR/Q1ZWVgLXVP3YsXbvvvsuXr58qTDLrF+/fkhISBDlmLyysjLuOqSnp8cb1sE+jo+PR1lZmVpm4wkeEP3333/46quv8Mcff6C4uBht2rTB1q1b0bNnTwCVd6bBwcHYvHkz8vLy0LdvX0RERKBt27bcazx9+hSzZs3C4cOHoa2tjZEjR2LdunVo1KgRVyYlJQX+/v74+++/0axZM8yaNQsLFixQ++dVp27dumHHjh0AgIsXL/IubFXLiY2lpSUAoHnz5krXXmrevDnu3bvHlROK/CyzVq1aYePGjbh37x6aN2+Ozz//nKu7KoMTtpswNjYWrq6u6N27N28QaGxsLK8cIR988AH3uwAqb7LYGwz5rpAPPvhAiOoJih0QHBMTg9WrV/NaW9evX88FiWIccH7gwAFUVFRw51n5dA1mZmbcNnWNcxU0IGKbw95//3388ccfaNasGW7evMl9EQCwcuVK/Pjjj9i2bRvs7e2xePFiuLu7IyMjAwYGBgDArdp+4sQJlJeX47PPPsPUqVO5YKCgoACDBw/GoEGDsGHDBqSmpmLixIkwNTXF1KlTBfns6lB1Yc63LdeQdOvWDdHR0bh3755C9lj5O1qhg0U26Pjrr78wa9YsbgXoS5cu4dChQxgxYgSvnCrI5yEKDQ3lkuyxWaoDAgIoDxHhYbucAXDZl1ny5xf5cmLBDgh+8OCBwj6GYbjtYlzLLDU1FUBl0FN1tm9eXh43nCM1NbXhB0QrVqxAixYtsHXrVm6b/CKWDMPghx9+QGBgILy9vQEAv/zyCywtLfHbb7/B19cXV69exbFjx/D3339zrUo//fQTPDw8sGrVKtjY2CAmJgZlZWX4v//7P+jp6cHR0RHJyclYs2ZNgw6IanqRFOOdvpOTE0xNTZGXl4crV67wTuBs06ypqSmcnJwEqmEldibXvn37lAau+/bt45VTpfz8fKVLd4g5kRxRTr67hw3alT0WY7dQ+/btuf9nb7qUPZYvJxZsowZQeU5u3rw51z127949rnVRvlxdErRp4NChQ+jZsydGjRoFCwsLdOvWjZfYKysrCzk5ORg0aBC3TSqVwtnZmet3jI+Ph6mpKRcMAcCgQYOgra3NfZnx8fFwc3Pjncjd3d1x/fp1PHv2TKFepaWlKCgo4P2rj+RPPlUvYvLRuBhPUhKJBAEBAQDA67eWfxwQECD4NFj5k2SvXr0QHh6Oo0ePIjw8HL169VJa7m2xv4fs7GyUlpZi/vz52LdvH+bPn4/S0lJkZ2fzyhHCBuRTpkxBs2bNePssLCwwefJkXjkxOXToEPf/3bp1w+zZs7FgwQLMnj2b1wItX04sWrVqBaBykkZCQgL27duHw4cPY9++fUhISOAmb7Dl6pqgAVFmZiY3Huj48eOYPn06vvjiC2zbtg3A/2YuVB3HYWlpye3LycmBhYUFb7+Ojg7Mzc15ZZS9hvx7yPv2228hlUq5fy1atFDBp1U/+bTo+/btw/Dhw9GzZ08MHz4ce/fu5bo81JUWXRNpaWkpDRY1ZRaV/EmSnc58+vRp3Lhxg1dHVZ5M2d+Fra0t9PT0sGrVKowcORKrVq2Cvr4+bG1teeUIYadPx8XFKdxEaGtr4+zZsypPD1FfsN1Cfn5+uHPnDtatW4eVK1di3bp1uHv3Lj799FNeOTEpKioCoDiLlcVuZ8vVNUG7zCoqKtCzZ08sX74cQGX0nJaWhg0bNmD8+PGC1WvhwoVc6wFQOQapPgZF8mnRvby8uO2XLl3Cb7/9plBOTKpbjNLc3BydOnXSmMUo2ZPku+++iwsXLijM+Hr33Xdx9uzZOuljl0ql+P777xXyV3355ZcqfR9S/2lKeghNZGhoCABo0qQJYmJiFJKrsuditpyYVBcI1bbc2xI0ILK2tkbHjh152zp06MCNi2BH3+fm5sLa2pork5uby43tsLKyUli49OXLl9wgULaM/Oh19jXk30Oevr6+wgCv+qimd/BivNOXn72lq6urMHjaz89PI9YIY0+SZ8+e5WZ8yS+jcfbsWV45VWC7wlJTU+Ht7c0b8xAZGck9pi4zwpJPD/H06VNeeggLC4s6SQ9RXwwePBgnTpzA1q1b8cEHH+DMmTPcTNE2bdogKiqKKyc2Nb0ZV9dNu6BdZn379sX169d5227cuAE7OzsAlQOsrayscPLkSW5/QUEBEhIS4OrqCgBwdXVFXl4eLl++zJX566+/UFFRwWVEdXV1RVxcHMrLy7kyJ06cQLt27Xgz2hoa+UBHKpVi9OjRmDNnDkaPHg2pVKq0nFjIrxGmTF2sEVYb7Pg5iUSCoKAgtGzZEvr6+mjZsiWCgoK4i4v8OLu3JT/Oo2rSTvnHYhwPQpRjbzD09fUVcnc9fPgQenp6ePDgAZc9X0y6d+8OY2NjFBYWwsvLC7/99hvXSu/l5YXCwkIYGxuje/fuQldV7e7cucP9f9VhCvKP5cvVJUFbiObOnYs+ffpg+fLlGD16NBITE7Fp0yZs2rQJQOUXMmfOHCxbtgxt27blpt3b2Nhg+PDhACpblIYMGYIpU6Zgw4YNKC8vx8yZM+Hr6wsbGxsAwKeffoqQkBBMmjQJX331FdLS0rBu3TqsXbtWqI+uFrdu3QJQOaDawMAAu3fv5vZZWVnhxYsXKCsrw61bt3gDdMVAfo0wR0dHhf11sUZYbbDTlGUyGTw8PKpdNFOV05kdHR2hra3N3VS4uLhweYguXryIhIQEaGtrK/3eiDixNw7VBTxs16/QNxhCkEgkaNGiBa5du1ZtmRYtWoiu5QxAteezqo9F0WXWq1cvHDhwAAsXLkRoaCjs7e3xww8/wM/PjyuzYMECFBUVYerUqcjLy0O/fv1w7Ngx3jS8mJgYzJw5EwMHDuQSM/7444/cfqlUij///BP+/v7o0aMHmjZtiqCgoAY95R4A0tPTAQDl5eVo1aoVfH19ed0tbLchW05M2EGgMTExvHT6QOXYtpiYGI0YBCrfLfWqRWhV2X2VmprKTZXW1tbmJdlLTEwEUPkdpaamokePHip7X1J/ySfBNTU1xeTJk7kxRJGRkdzvU76cWLx48YILhqpmY2bPx9euXcOLFy9EN47I3t6eu/68Kl1DdS35qiZ4lixPT094enpWu19LSwuhoaEIDQ2ttoy5uTmXhLE6Xbp04cZbiAV7cH344Ye4cuUKb5Vla2trDBkyBH/88YfoDkKg8q5txowZCA4ORmBgoMLSHfHx8QgJCRH8rk1+xldpaSlvLJylpSX09fWRnZ2t0m7P5ORkAMCECRNw7NgxhSze48aNwy+//ILk5GQKiAgAcOdWbW1t7N69m5u56enpicGDB2PIkCGoqKjA2bNnRbe4a0REBADgnXfeQVRUlMIEjvHjx+P+/fuIiIjgTeYRA/kZztra2ujatSuaNm2Kx48f459//uGCInXNhBY8ICJ1hx3Md/bsWezatQtHjhzhZgsNHTqUm5UkxsF8AODm5oaQkBCEh4fzLvpWVlYICQmBm5ubgLXjk0qlWLNmjcLJtK5PoFVbpSoqKjQmJQHRHP/88w+Ayt9HcHCwwuB/9sLGlhMTdpzslClTFJKramtrY/LkyQgNDVUYTysGVVvmk5KSXluuLlFA1IB1794dRkZGKCwshKenJ68JMiIiAhUVFTAyMhLlYD5WRkaG0kGgGRkZGhEQsV0NaWlpCAoK4i40d+7cwe7du5GWlsYrpwpOTk7Yvn07oqKi4OrqiqCgIK71LDo6mssTJnQWb6I52DFsbdq0QWJiIq81WiKRoE2bNrh165Yol+5guwmPHz+ODRs2KGR+Z7uDxNid2LhxY5WWe1vi+3WKiEQiwbBhw7Bz585q+2eHDRsmeLeQUDZs2ICdO3fC1NQUgwcPho2NDe7fv48///wTO3fuBABMmzZN0Dqyg7oHDhyIU6dOKVxoBg4ciNjYWJUO/u7cuTM3qLo62tra6Ny5s8rek9RvH3zwATZt2sRN0GC7eNku3b///psrJzajR4/G5cuXER8fr5AE9unTp1yANHr0aCGqJyj5rn52qSR2AkdycjJ3o6eumdAUEDVgVXODyLeEWFhYwMzMTLS5QcrKyrBnzx4YGxsrnYFnbGyMPXv2YOLEiYKu3dWlSxeYmpoiNjYWenp6kMlk3D6JRILY2FiYmpqqdPB3eno6FwxVHXvG5ueqqKhAenq64IvfEs0wYsQIbnbw33//zQVAysqJjfwxUlZWhh49eqBbt25ISkripYsR47Ek37L94sULnD59mnssxPJS4lvmXETY3CBffPEFdu7cibVr12Lx4sVYu3Ytfv31V3zxxReizQ1y8OBByGQyFBUVoVWrVrw1wlq1aoWioiLIZDIcPHhQ6Kpy+bOMjIx464oZGRnx9qsKOzV60aJFCndmZmZmWLRoEa8cIa+aUl6bcg1J1SU5Ll++jMjISF4wpKycGLAJF5s3b87LjQdUtgo1b96cV66uUUDUgNWX5INC+O+//wAAPXv2xLJly+Do6AgjIyM4Ojpi2bJl3GLBbDmhJCcno6ioCLa2ttDX1+etK2ZgYABbW1sUFRVxM8NUge1+e/jwoUK3mUwm4zLDC52jiWiOx48fA6ichahs4DC70gBbTkzkj01dXV3ePvnHqjyG6wv2t3Lv3j2FFSdyc3Nx7949Xrm6Rl1mDRh7wTpw4AAOHTqkMGWbXd9MzBc2BwcHpSfwtm3b4tKlSwLV6n/Yk+Ts2bPh5OSksA5ScnIy5s2bp9Ip8Gw33ebNmxX2PXr0CJs3b1Z5Nx2p39guDT8/PwwePBgHDx7kZrR6e3vj+PHjWL16tSiXe2Fnanbs2BFr1qxRWBswICAAGRkZaks+qEnYCRzAqxMzqmsCBwVEDZj8ha3q2mx5eXmIjIyEmZmZKC9sHTp0wG+//YajR49i4sSJvNkvL1++xB9//MGV0wRaWlqQSCRqG2dQXFz8yv0vXrxQSz1I/cB2rZ49exYeHh4YNWoUt6+iogLnzp3jlRMTdobUkydPMG7cOF5LyJ49e7g0FuqaSaVJ5Ncy7d27N1xcXLh0DWxW/Krl6hJ1mTVwbFbU6safVF2rSiwsLCwAVAaGo0aNwuHDh/H48WMcPnwYo0aN4u5k2XJCYe+Mtm7dqnSmILswpCrvoK5cucL9bqpr4i8tLcWVK1dU9p6kfmvatCkAICEhAYGBgUhPT0dxcTHS09MRGBjIXdjYcmLCtsDn5uYqdBk+fvyYa7kXY0v977//zv1/cnIy1q1bh5UrV2LdunW8LkT5cnWJWogasOTkZBQXF8PW1hYlJSW8FagtLS1ha2uL7OxsUWYcZpfu0NbWxoMHD7B69Wpun7a2NmxsbMAwjOCtZ05OTjA1NUVqaioWLVqEMWPG8HICpaamctNVVeX48eMAKoNBLS0tXlerubk5Kioq8OjRIxw/flx0a+AR5djjSSqV4tatW7xEp5aWlmjXrh0KCgoEP56EUNNAR4wB0f379wEAX375JbZt28ZrPTM1NcXYsWOxatUqrlxdoxaiBoyNsAcMGKA0u/D777/PKycm7NIdDx48UGgF0dHRwYMHDzB9+nTB0xFIJBIuG/WVK1fg7+8PDw8P+Pv7cy00AQEBKq0nmxfl4cOHaN26NW8GXuvWrbn0DfIJ5oi4scfTjRs3kJ+fz9uXl5eHGzduaMTxJAS2ZdfQ0FChhaxZs2bc0kmvyvvVULELsF+/fl3pNerGjRu8cnWNAiIRiIqKUhjMmJeXx2UcFjOGYRQOxKqD+4Tm5uaG0NBQpVPgQ0NDVZ5R29LSEkDlCTw0NJQ3Ay80NJQ7gbPlCGFVd9xo0vGkbmxakxcvXqB169aYPXs2FixYgNmzZ6NVq1bceDwxpj/x9vaGtrY2Dh06pPQadejQIWhra8Pb21st9aEuswZMvnm6W7duGDt2LNfdsn37dly8eFGhnFjIZDKsX78effr0QUhIiMIaYcHBwYiIiEDfvn014q7Wzc0NLi4uCrN36iJpZJs2bXDy5Em8ePECgYGBCr8b9gTepk0blb83qZ/q2/EkBHax5KqLbI8fP160N6cSiQS6urooLS2FTCbDJ598Ag8PDxw9ehR79uwBUDluUV2/GQqIiCixSSsXL14MXV1dhdlbfn5+8Pf3R0pKikZkkI2Li0N4eDhvPM/evXvh7++v8hYi+Wb9hIQELnAGwGtNE+MAWXkymUwhDYJYL/b17XhSJ3Zq+eXLlxEVFaUw7f7LL7/kyolNcnIySktL0bRpUzx9+hS//vorfv31VwCVYzmbNq1c+V5d41wpIGrA5Jtgk5KSeBc2+Wn4KSkpohscK5+0UtmFTZOSVsbFxSEoKEhp6oSgoCCVd5vJBzpVuzrkH4s5IIqLi8P69esVFuqcMWOGRiwKrG716XhSN/mJEcOGDeNmcALA5s2bUVZWBjMzM9EGRACwcOFCdO7cWaEFPDU1VeV51l6FAiIRYJtq5U/e5ubmGDx4sGibauWTVh4+fFjhwqYpSStlMhnWrFnzyjJr1qxRaVeE/Ay8nJwc3mBPbW1tWFlZacQMPKHExcUhODgYrq6uWLx4MdedGBMTg+DgYISEhIguKHrd8eTp6ckrJyYSiQRDhgzBzp078fLlS94+9rG7u7toWxeBypZnPT09Xv4qIdCg6gaMveNgm2r9/f0xYsQI+Pv7Y+vWrdwsJTHemcgnrWzZsiVvoGPLli01Jhuz/IrP3bt358346t69O4DKliJVzhSUSCTo378/7t+/D6lUitGjR2POnDkYPXo0pFIp7t+/j/fee0+UJ3B2rIyrq6vSJV9cXV0RERHBW4RXDOSPJ3t7e97v1N7eXtRJYOUX2a6a18zCwgLt2rXDmTNnRPebAYTJs/Yq1ELUgMk31Xp7e/OSMEZGRqK0tFTlOWzqo+q6E5VNA1W3pKQkAJWZWsPCwrhlRhwdHREWFoaZM2ciIyMDSUlJKmtSlj+BP3v2DLt37+b2sTllzpw5gylTpoguKJIfK6NsyRcxj5V5HbHONJP/zbRv316hO/HatWui/c0IkWftVaiFqAFjm2oBxYzU7OMhQ4aI7qIGVJ6kXreu0rNnzwSfCssOoh40aJDSC/DAgQN55VSBPYG7ubkpvKeWlhbc3Nzw4MEDwb8bIdCCycqxx9OUKVOQlZXFy5d1584dTJkyBXl5eaL/zbDL7wwcOBDdunWDRCIR7W8GECbP2qtQC1EDJpPJcOzYMQCVUxfLy8u5fezj48ePi/JOn02h37ZtW+Tl5XHJBgHAxMQEpqamuHnzpuCrc7O5fmJjYzF8+HBegFJRUYGTJ0/yyqkCe2KOjIyEi4sLfHx8YGBggJKSEiQmJiIyMpJXTkzYMTBZWVlwdHRU2J+VlcUrJxbsb2HEiBHw9fVVaAUpLS3F5s2b6TdDvxkFbJ61qrNozczM1D5JgQKiBowdf9K5c2esWbNGITdIQEAAUlNTRbl0B9s6dPPmTYVcPvn5+VyAJPTq3N26dUN0dDQyMjKUNilnZGRw5VSFTQDZokULZGZm8vKmWFpaokWLFsjOzhblQp3sgPOYmBgsW7ZMIUCNiYmBtbW16MbKVL3oV/09iu2iX1JSguzsbACVCU6bNGmCjRs3YsaMGQq/mY0bN6Jp06YwNDTkMjPb2trCwMBAkLrXNfnvhmVlZYWQkBDcvHkT+fn5kEqlaNu2LbS1tbnvhFWX3w0FRA0YO9B2woQJSnODTJgwQa1TGjWJiYkJ9//KMlUrKycEto89Ly8Ply5d4gUnbCBXV33s2dnZcHV1RVBQEC8Ik6+DplBXTiB2iYrg4GAEBgbCz8+PN8ssPj4eISEhomtxpUCRLzs7G1OnTuVte/LkCaZNm1btc+T3bdq0CQ4ODnVWPyEp+27eRF1+NxQQiYAmDA7WNPItP0ZGRpg1axZcXV0RHx+PLVu2cGOshG4hYvvYg4KCeF2eALh8JqruY69pt4amdH+oOyeQm5sbQkJCsH79et4iptbW1qKccg/wA8VFixahd+/e0NfXR2lpKRITE3Hx4kVRBYq2trbYtGkTb9uVK1ewZ88ePHnyhNvWtGlTfPzxx9yMUfnnN1TKvhvW3bt3ERYWhkWLFsHOzq7a59cVCogaMDZD6tatW+Hk5KRw16buKY2ahA10DAwMoKuri1WrVnH7LC0tuTEzQgdELC0tLejq6vKSuunr6/Meqwr7mYcNG4bExESFi/6wYcOUrj0kBKFyArm5uaFv376UqVqOm5sbfHx8sHv3bl4rora2Nnx8fEQVKBoYGCi0Yjg4OGDUqFE4evQoVq9ejXnz5sHDw0N0vxll301VdnZ2grSQUUDUgGnalEZNwg6WLikpQbdu3fDJJ5/w7mjZE7rQg6rl896oa40odmxQbm6u0qUGgoODeeWEUjUnkHxKgmXLliEwMLBO189iZwyRSnFxcdi5cyd3HLF0dXWxc+dOdOzYUVRBkTISiQTt2rUDALRr1050wZCmo4Cogak6YM3X1xcbNmyodvyJr68vbt++zW1vyIP55LEJ0po3b46srCzed2NlZYXmzZvj3r17ConU1E2INaLYJTkSEhKqzV8lX04oQucEorXM/keIjOqEqBoFRA1MdQPWqht/smHDBt72hjyYT1737t0RExODe/fuKcwye/r0Kff9VO3bVzch8t6wWYdf1SWmCVm8hcwJpGyxXUtLyzpZbLc+qJpRvWprdHx8PJdRXWwTOEj9QQFRA1PdgLWKigqcO3cO0dHRGDNmDPr166dwV80+XwycnJxgbGyMoqIihWCRfWxsbCx4d6L8dGZlWW7rejpzt27d4OzszHWDJCQk4OLFixoxUF+o/C7qXmy3PhAiozohqkYBUQPzqgFr2traiI6OhpubmyhagV5HV1cXAKCjo8MLitjH7H4hsdOZf/zxR+Tl5Sm0SJiamqp8OrN81uHDhw/zljWxtrbG5MmTERkZKfhSA0JM9ZbvGqquJUSMXUM1yaiekZGh0ozqhKgaLd1BRIm96Hfp0kVpC1Hnzp01YqkBdqHV69evo7S0lLfQamlpKa5fv67yhVblsw7HxMRg7dq1WLx4MdauXYvo6Gh89NFHvHJCYad6x8fHIzAwEOnp6SguLkZ6ejoCAwMRHx+P6dOnq/S7kU92GhYWxlvcNSwsjPvdqHKx3fpAPqO6skU66yKjOiGqRi1ERJTYi3lKSgrMzMzwwQcfwMbGBvfv38eJEyeQmprKKycUdqFVGxsb5Obm8hZalUgksLGxUflCq/Up67C6cwKxgc5nn30GhmGQlJTE68IUU7JT+QkczZo1AwBkZGRg9uzZ8PDwwDvvvIP//vsPR48e5TKqN2vWjJd5WCyTOEj9QAERESU2A3Xjxo2xZ88e6Oj871CYOnUqRowYgcLCQsEzVbMzqbS0tODs7Ix33nkHZWVl0NPTw3///YeEhAQwDKPS7qv6lnVYiJxAKSkpWLlypUIySHd39zp7T01T3QSO1NRU7oaiqrVr1/Iei2USB6kfKCAiopSZmQmgcvp91Tv9Tp06oVmzZigsLERmZiZ69eolWD3ZPEht2rRBVlYWbzyPpaUl2rRpo/JFaOvj8hTqygnEJjuNiopSSAYZHR2Nbdu2ceUauqoTOK5cuYINGzYoLCStp6eHsrIyTJs2TVQZmUn9QwERESX2zv727dvw9PTk5dqRTywn3wIgBPlFaPv06cNbVywmJgYXLlzglVMVWp5Cuc6dO0NbWxsVFRVgGIa3j32sra2Nzp07C1E9tao6gcPBwQE2NjYK6QjMzc3Vvmo5IbVRq4Doiy++QJs2bfDFF1/wtv/888+4desWfvjhB1XUjZA6Y2Njo9JydYXtsjM1NUVoaCjXtefo6IjQ0FB8/PHHyMvLq7OuvaoX/aoDZsUmPT2d+w6SkpJ4LXbsNPyKigqkp6eLMos1230p9uUpSP1Uq4Bo3759OHTokML2Pn364LvvvqOAiGg8T09PhIeHQ1dXF/v27cMff/zBLU/x4YcfYsSIESgvL4enp6eg9SwoKADwvxw3Vbuv2JYhtpyqsGuEubi4wNfXl7esSV2uEVZb6soazQ6yX7RoESIjI3ktIWZmZpg0aRLCwsIEH4wvJCGXp8jNzUV+fv4bPefu3bu8/74JqVRKM+cakFoFRE+ePIFUKlXYbmJiIvjaT4TUxLVr1wBUTrEfNmwYr+UjIiKCe3zt2jVB7/TZ9cLatm2L27dv87qvrKys0LZtW9y8eVOl64qxa4Q5ODgoXdbEwcGhTtcIe1PqXO2enVn38OFDpckpHz58yCtH1Cc3Nxdjxo5DeVnp6wsrERYW9sbP0dXTR/T2XygoaiBqFRC1adMGx44dw8yZM3nb//jjD7Rq1UolFSOkLsnfwSvLm6KsnBDY9cJu3bqltLWG7bJR5bpi7My23NxcpavIx8fHq3xmW22pe7V7dlmTzZs3w9nZGX379uVm/d27dw+bN2/WiGVNxCg/Px/lZaV40eo9VBgo3rCrmnZJPpB5Bvn5+RQQNRC1CogCAgIwc+ZMPHr0CAMGDAAAnDx5EqtXr6buMlIvsC0qtra2KCkp4e7sgcqZZwYGBsjOzhZ8RXd2CrxUKlVorbG2toaDgwMKCgpUegFmW3l79+6tdBX5hQsXIiEhQfDWYPnV7kNCQpCWlob4+HiYm5sjJCQEwcHBddqSlZCQgISEBIXtmrCsiZhVGEhRYSzswsOkfqpVQDRx4kSUlpYiLCwMS5cuBQC0bNkSERERGDdunEorSEhdys7OhouLCz755BOF9bo0gfwUeBcXF/j4+Ci0EKl6Cjw7Lundd99VmnywX79+SEhIUPnMtjfFtmR5eXlh7NixCl1mXl5euHDhgkpbstgM5wC42WYs9vGzZ880ovWMEPJmaj3tfvr06Zg+fToePXoEQ0NDNGrUSJX1IqROyXeFXblyhRcA6enpKS0nFPkp8FVbiOpicDPbKnbw4EFER0crBBqNGzfmlRMK+7eJjIxU2mUWGRnJK6cKbEuiqakpdu3ahYyMDC5Y7NixI3x8fJCXl8drcSSE1A9vnYeITdlOSH0i37pRVlbG2yf/WOhWEJY6szGz45Fu3rwJMzMzzJ8/H66uroiPj8eWLVu4AEmV45Zqgw3IOnXqpLRrb/bs2UhNTVVp4Hb16lUAgIeHB/T19RVagT788EP8+uuvuHr1qqiyVhPSENQ4IOrevTtOnjwJMzMzdOvW7ZX95FeuXFFJ5QipK/J5e5ydndG8eXPe4Fh2bIgQS3fIrxFVlbGxMYyNjQFUJpVU5m3Xh3J0dIREIoGBgQF0dHSwatUqbp+FhQWMjY1RUlICR0fHWr9HfXfjxg2Ul5cjLS2Nl+H85s2bQleNEFJLNQ6IvL29ucRjw4cPr6v6EKIW8i0/SUlJvMGx8l1mQrQQVbdGVE297fpQ6enpkMlkKCoqQlFREW+ffFeQ0MkH2b9Namqq0iVG2PW0VPk3fOeddwAAly5demWGc7YcIZqCcjS9Xo0DouDgYACVMzvef/99bvopIfVRYWEh9/9VWzvlH8uXU5eqa0TJu3v3LsLCwrBo0SLY2dlV+/y3IT/mprqBw1XLCYHN9TNlyhQcPnxYYYmRyZMnIzIyUqU5gby9vXl5qpTR1taGt7e3yt6TkLdFOZpq5o3HEEkkEgwePBhXr16lgIjUW/JLUnTt2hUGBgYoLCxE48aNUVJSgsTERIVy6lJ1jShl7Ozs6myVcLabsHHjxti7d6/CwOGPP/4YhYWFgnQnymNTEqSnpyMqKgqHDx/mso17eXkhNDQU1tbWKk1JIJFIYGhoiKKiIl7rEADusaGhoUYkrCSERTmaaqZWg6o7deqEzMxM2Nvbq7o+hKgFezE3MjLigh95RkZGKC4uFvyiL4TMzEwAleOFdHV1ed1iFRUVaNasGQoLC5GZmYlevXoJVU0uJUFQUBC8vb15AUpkZCRKS0sRGhqq0uAkJSVFoRuxqqKiIpp2TzQS5Wh6tVoFRMuWLcP8+fOxdOlS9OjRgxvkyRLjRYTUL2w3SnFxsdL97HYxLsHAziLLzMxUOjYnKyuLV05o1U3wqIsEifLJKF81GF/opJWEkDdXq4DIw8MDADBs2DDeSYdhGGhpaUEmk6mmdoTUEfnuXi0tLV7XmPxjMXYL29jYAAC8vLyQmJioMDbHy8sLhw4d4soJRVmmavkZX3WRqZodN9W6dWssW7ZM4T0///xzZGZmCj6+ihDy5moVEJ06dUrV9SBErdgp63p6ejAzM+OtWm5paYmnT5+irKwMt2/fFrRbSAje3t7YsGEDzp49i507dyqMIfL19YVEIhF84DCbqXrx4sUKXXsA4OfnB39/f5V2XxUUFACozFXl5+ensOQLO0ORLUcIqT9qFRDZ29ujRYsWCk3SDMPg33//VUnFCKlLaWlpACovbK1atVJYNJXtDmLLiYmenh5GjRqFnTt3wtfXFxMnTuQSM4aGhuLZs2fw9fXlpScQAtsKU91YRna7Kltr2OSP//77L/f/rMePH3Ozz6ruI4RovloHRA8ePICFhQVv+9OnT2Fvb09dZkTjGRoaAqjs/r1y5YrCkhgffvgh/vjjD66c2EybNg0AsGfPHqxevZrbLpFI4Ovry+0XEju+KysrS2mSSHaskyrHgcnPWNPV1eUN5JZ/TKvdE1L/1CogYscKVfX8+fO3ypBLiLoMHjwYJ06cwNmzZ6udWs6WE6tp06Zh4sSJOHjwIDed3dvbW/CWIRY77T4mJoa3dAdQORsuJiZG5dPu5XXr1g3Ozs4auSgwIeTNvVFAFBAQAKBy0OnixYthZGTE7ZPJZEhISICTk5NKK0hIXejevTuMjIxQWFiotFuosLAQRkZG6N69u9BVFRTbfaaJ2Gn3wcHBSmfDxcfHIyQkROXT7llJSUm8AIjN5M+WE9vYM0LquzcKiJKSkgBUthClpqby7hT19PTQtWtXzJ8/X7U1JKQOSCQSfP311wgKCsKzZ8943UKsr7/+mhLsaTg3NzeEhIRg/fr1CrPhQkJC4ObmVifv279/f5w5c4a3raysDO+9957CdkJI/fBGARE7u+yzzz7DunXrKN8Qqdfc3NwQGhqKn3/+mTdbyNLSEv7+/nV2MSW1p2zhWysrKyxZsgQ3b95Efn4+pFIp2rZtC21tbdy4cYNX9m0XvnVycsL27dtx+vRp3tplQOVNIRsMUUs5IfVPrcYQbd26FQBw69Yt3L59G25ubjA0NKx2bBEhmqC6i2loaKhaLqbk7Qm98G3nzp25PFVGRkaYNWsW19W6ZcsWlJaWQktLC507d671exBChFGrgOjp06cYNWoUTp06BS0tLdy8eROtWrXCpEmTYGZmprT7gRChCX0xJW9P6IVvU1NTuaSdz58/x6pVq7h9urq6AP43pKBHjx5v9V6EEPWqVUA0Z84c6OrqIjs7Gx06dOC2+/j4ICAggAIiopGEvpiStyf0wrfJyckAgPfffx9xcXG8fRUVFejfvz9Onz6N5ORkCogIqWdqFRD9+eefOH78OJo3b87b3rZtW9y9e1clFSNE1YS+mJKG4/Tp03BxcUHv3r1hYGCAkpISJCYm0oBqQuqxWgVERUVFvCn3rKdPn/KmnhJCSEPC5jRq1KgRli5dCh2d/51Cvby8MGLECBQWFlJiRkLqoVoFRO+++y5++eUXLF26FEBlXqKKigqsXLkS77//vkorWB/k5uYiPz//jZ/HtqbVplVNKpXC0tLyjZ9HyJuQyWRISUnhklZ26dJF1KkI2OSPhYWFCAwMVEjMWFhYyCtHCKk/ahUQrVy5EgMHDsSlS5dQVlaGBQsWID09HU+fPsX58+dVXUeNlpubizFjx6G8rPT1hasRFhb2xs/R1dNH9PZfND4oomCx/oqLi8P69eu5dd2Ayll5M2bMEG1Kgry8PO7/L168WG1mavlyhJD6oVYBUadOnXD9+nWEh4ejcePGeP78OT766CP4+/vD2tpa1XXUaPn5+SgvK8WLVu+hwkCqlvfULskHMs8gPz9foy/8FCzWX3FxcQgODoarqysWL17MywAdHBxcp0kPNZn8umhV8xDJP1bl+mmEEPWoVUAEVA5Q/eCDD9C1a1duhee///4bADBs2LA3fr3vvvsOCxcuxOzZs/HDDz8AqMwbM2/ePOzcuROlpaVwd3fH+vXreRe67OxsTJ8+HadOnUKjRo0wfvx4fPvtt7y+/dOnTyMgIADp6elo0aIFAgMDMWHChNp+dKUqDKSoMG6q0tes7yhYrJ9kMhnWr18PV1dX3hphjo6OWLZsGQIDAxEREYG+ffuKrvvM0dEREokEJiYmiImJwZEjR7h13oYOHQo/Pz8UFBQoXWxWVWrT6kotroS8Xq0ComPHjmHs2LF4+vQpl5ODpaWl9car3f/999/YuHGjwkDEuXPn4siRI9izZw+kUilmzpyJjz76iOuWk8lkGDp0KKysrHDhwgU8ePAA48aNg66uLpYvXw6gcsXroUOHYtq0aYiJicHJkycxefJkWFtbw93dvTYfn7whChbrl5SUFOTk5GDx4sUKY2G0tbXh5+cHf39/pKSkoFu3bgLVUhjp6emQyWR49uwZRowYwWshioyM5B6np6fXyXfztq2u1OJKSPVqFRDNmjULo0ePRlBQ0FsfJM+fP4efnx82b96MZcuWcdvz8/OxZcsW7NixAwMGDABQmSG7Q4cOuHjxIlxcXPDnn38iIyMDsbGxsLS0hJOTE5YuXYqvvvoKS5YsgZ6eHjZs2AB7e3suN1KHDh1w7tw5rF27lgIiQpR4+vQpAMDe3l7pfnY7W05MavqZ6+q7UXerK7W4EjGp1VSI3NxcBAQEqOQA8ff3x9ChQzFo0CDe9suXL6O8vJy3vX379rC1tUV8fDwAID4+Hp07d+bVw93dHQUFBUhPT+fKVH1td3d37jUIIXzs+JesrCyl+9ntYhwnY2pqCgBo2rQpysrKePvKysrQtGlTXrm6wra61vk/NXV1E6IJahUQffzxxzh9+vRbv/nOnTtx5coVfPvttwr7cnJyoKenp3BisbS05Ga95OTkKARl7OPXlSkoKMCLFy+U1qu0tBQFBQW8f4SIRZcuXWBlZYWYmBhufCCroqICMTExsLa2FnWuncePH0MqlWL+/PnYt28f5s+fD6lUisePHwtdNUJILdWqy+znn3/GqFGjcPbsWXTu3Jlbw4f1xRdfvPY1/v33X8yePRsnTpzQuAUzv/32W4SEhAhdDUIEIZFIMGPGDAQHByMwMBB+fn68WWbx8fEICQkR3YBqALyAp0OHDrC3t4ehoSHs7e3RoUMHruWZAiNC6p9aBUS//vor/vzzTxgYGOD06dO8Fe61tLRqFBBdvnwZDx8+RPfu3bltMpkMcXFx+Pnnn3H8+HGUlZUhLy+P10qUm5sLKysrAJU5URITE3mvm5uby+1j/8tuky9jYmICQ0NDpXVbuHAhAgICuMcFBQVo0aLFaz8TIQ2Fm5sbQkJCsH79evj7+3Pbra2tRTvlHgCuXr0KoDI57c2bNxW+m379+uHcuXO4evUqjVEkpJ6pVUC0aNEihISE4Ouvv651RtaBAwciNTWVt+2zzz5D+/bt8dVXX6FFixbQ1dXFyZMnMXLkSADA9evXkZ2dDVdXVwCAq6srwsLC8PDhQ1hYWAAATpw4ARMTE3Ts2JErc/ToUd77nDhxgnsNZfT19WkJEiJ6bm5u6Nu3L2WqVuLFixeIiorC4cOHuWn3Xl5eCAwMFLpqhJBaqlVAVFZWBh8fn7dKT9+4cWN06tSJt83Y2BhNmjThtk+aNAkBAQEwNzeHiYkJZs2aBVdXV7i4uAAABg8ejI4dO2Ls2LFYuXIlcnJyEBgYCH9/fy6gmTZtGn7++WcsWLAAEydOxF9//YXdu3fjyJEjta47IWIhkUhEN7X+Vd555x0AwKVLl+Dt7V3ttHu2HCGk/qhVRDN+/Hjs2rVL1XVRsHbtWnh6emLkyJFwc3ODlZUV9u/fz+2XSCT4/fffIZFI4OrqijFjxmDcuHEIDQ3lytjb2+PIkSM4ceIEunbtitWrVyMyMpKaswmpAZlMhqSkJJw8eRJJSUlvnGOsofH29uZuBKvmYGNpa2vD29tbndUihKhArVqIZDIZVq5ciePHj6NLly4Kg6rXrFlTq8pUnblmYGCA8PBwhIeHV/scOzs7hS6xqvr374+kpKRa1YkQsaK1zBRJJBIYGhqiqKgIhoaG6NOnDwwMDFBSUoKkpCSUlpbC0NCQuhUJqYdqFRClpqZyzehpaWm8ffIDrAkh9ROtZaZcSkoKioqK0KVLF6SkpCjcxHXu3BmpqamizOJNSH1Xq4Do1KlTqq4HIURD0Fpm1WMzUKekpKB3794oKSlBfn4+pFIpDAwMuFmvYsziTUh9V/tR0YSQBoldy8zPz6/atcwePHiAlJQUgWooHPlM1ZcuXUJKSgru3r2LlJQUXLp0SW2Zqgkhqlfr1e4JIQ0TrWX2eo8fP4apqSkmT54MV1dXxMfHIzIykhIyElKPUQsRIYSH1jKr3usyVSsrRwipHyggIoTw0Fpm1ZPPVJ2VlQV/f394eHjA398fd+7cQb9+/XjlCCH1B3WZEUJ45NcyW7RoEXr37g19fX2UlpYiMTERFy9eFO1aZqwXL15g+/btSEtL47J4d+rUCQsXLhS6aoSQWqKAiBCiwM3NDT4+PtizZw+3YClQGSz5+PiIcso9wM9UHRwcDD8/P7i6uiIrKwvBwcG4dOkSrxwhpP6ggIgQoiAuLg67du2Ci4uLQgvRrl270LFjR1EGRd7e3tiwYQMMDAyQmZnJW9zVysoKxsbGKCkpoUzVhNRDFBARQniqy0MEVAYEYs5DpKenh1GjRmHnzp3Q1dVF//79uUzVycnJKCoqgq+vL/T09ISuKiHkDVFARAhBSUkJsrOzAQDXr19HTk4OJkyYgFu3bimUfffdd3HhwgUcPXoU7dq1AwDY2trCwMBArXUWyrRp0/Dvv//i/PnzCpmq+/bti2nTpglTMULIW6GAiBCC7OxsTJ06lbftu+++e+VzVq9ezf3/pk2b4ODgUCd10zRxcXG4cOECnJ2doa+vj8LCQjRu3BilpaW4cOEC4uLiRNmdSEh9RwERIQS2trbYtGkTgMoWotWrV+Prr79Gq1atcPfuXYSFhWHRokWws7PD7du3sWLFCsybN4/XQiQGbHeig4MD7t69q7DwrYODg2i7Ewmp7yggIoTAwMCAa+Fp3bo1YmJiEBcXh8GDB3Nl7Ozs0KZNG0RFRcHa2hoeHh6iu+izy5rk5uYqXfg2Pj4eDMPQ4q6E1EOUmJEQwsPmIYqPj0dgYCBu374NALh9+zYCAwMRHx+P6dOniy4YAv6Xgbp3795YtmwZHB0dYWRkxC1827t3b145Qkj9QQERIUSBm5sbQkJCkJmZiRUrVgAAVqxYgaysLISEhIh2jExeXh6AyoHlyha+ZTNVs+UIIfUHdZkRQpRyc3ND3759cfToUaxevRrz5s0TZTeZPHYV+7Nnz8Ld3V0hU/W5c+d45Qgh9QcFRISQakkkEm7gdLt27UQdDAFA06ZNAQAJCQnw9PREaWkpt49NXilfjhBSf1CXGSGE1FCXLl241h+GYXj72MdmZmaiXPiWkPqOWogIIaQWunXrhubNm6O0tBT6+vq4d+8eEhISFAIlQkj9QAERIYTUUEpKCvLy8jBo0CCcOnUKCQkJ3D6JRIKBAwfi5MmTNO2ekHqIAiJCCKmhp0+fAgBiY2Ph6uqqsPDtyZMneeUIIfUHBUSEEFJD7Pihzp07IywsTGHh29mzZyM1NZVmmRFSD9GgakIIIYSIHgVEhBBSQ2zCxbS0NAQGBiI9PR3FxcVIT09HYGAg0tLSeOUIIfUHdZkRQkgNmZubAwAmT56Mw4cPw9/fn9tnbW2NyZMnY/PmzVw5Qkj9QQERIYRUo6SkBNnZ2dxjQ0NDNGnSBAkJCQgKCsLt27eRn58PqVSK1q1bY8OGDWjatCkMDQ1x48YNAICtrS0MDAyE+giEkBqigIgQQqqRnZ2NqVOnKmx/8uQJZsyYUe3zpk2bxv3/pk2b4ODgUCf1I4SoDgVEhBBSDVtbW2zatElh+5UrV7Bnzx48efKE29a0aVN8/PHH6N69u8JrEEI0HwVEhBBSDQMDA6WtOw4ODhg1ahQtfEtIA0KzzAghpBZo4VtCGhYKiAghhBAiehQQEUIIIUT0KCAihBBCiOhRQEQIIYQQ0aOAiBBCCCGiRwERIYQQQkSPAiJCCCGEiB4FRIQQQggRPQqICCGEECJ6FBARQgghRPQoICKEEEKI6FFARAghhBDRo4CIEEIIIaJHAREhhBBCRI8CIkIIIYSIno7QFSCEEEJIw3P37t1alX/T5wGAVCqFpaXlGz9PHgVEhAgkNzcX+fn5b/SctzlhAKo5aRBC/qe+XfTVQau8GFpgEBYWVqvn1+Z5+nq6+GV79Ft9PxQQ1WN0INZfubm5GDN2HMrLSmv1/NqeaHT19BG9/Rf6WxLylurrRV8dtF6WgYEWpnUshI2xrM7f736RBBsyGiM/P58CIrGhA7H+y8/PR3lZKV60eg8VBlK1vKd2ST6QeeatTxqEkPp70VcnG2MZWjau++9GVSggqofoQGw4KgykqDBuKnQ1CCG1VN8u+qR6FBDVY3QgEkIIIapBAREhhJBXUud4RYDGLBJhUEBECCFEKSHGKwI0ZpEIgwIiQgghSql7vCJAYxaJcCggIoQQ8ko0XpGIAQVEhBBCGgztF3lqeR+t0kK1vA9RHwqICCGENBiGWXFCV4HUUxQQEUIIaTBe2LuhwtC0zt9HkvcvDO4n1fn7EPWhgIgQQkiDUWFoqpZkp+rqmiPqQwERIUTjqHvhW8p7QwihgIgQolGEWPiWFr0lYkADzl+NAiIVUWfzaX39samTOjPrUuuCaql74Vta9JaIBQ04fzUKiFSEfmiaQYjMupRVt27QwreEqBYNOH81CohURF0/NKD+/tjUQd2ZdSmrLiGkvqAB56+mLeSbf/vtt+jVqxcaN24MCwsLDB8+HNevX+eVKSkpgb+/P5o0aYJGjRph5MiRyM3N5ZXJzs7G0KFDYWRkBAsLC3z55Zd4+fIlr8zp06fRvXt36Ovro02bNoiKilLpZ2F/aOr4x+g3VmndGyI2s25d/1PXcgaEEELqlqAB0ZkzZ+Dv74+LFy/ixIkTKC8vx+DBg1FUVMSVmTt3Lg4fPow9e/bgzJkzuH//Pj766CNuv0wmw9ChQ1FWVoYLFy5g27ZtiIqKQlBQEFcmKysLQ4cOxfvvv4/k5GTMmTMHkydPxvHjx9X6eQkhhBCimQTtMjt27BjvcVRUFCwsLHD58mW4ubkhPz8fW7ZswY4dOzBgwAAAwNatW9GhQwdcvHgRLi4u+PPPP5GRkYHY2FhYWlrCyckJS5cuxVdffYUlS5ZAT08PGzZsgL29PVavXg0A6NChA86dO4e1a9fC3d1d7Z+bEELeBs0WIkT1NGoMEZt3xNzcHABw+fJllJeXY9CgQVyZ9u3bw9bWFvHx8XBxcUF8fDw6d+7MG7/h7u6O6dOnIz09Hd26dUN8fDzvNdgyc+bMqfsPRWgGHiEqRpM4CFE9jQmIKioqMGfOHPTt2xedOnUCAOTk5EBPTw+mpqa8spaWlsjJyeHKVB3Myj5+XZmCggK8ePEChoaGvH2lpaUoLf1fDpSCgoK3/4AiRidvQlSLZgsRonoaExD5+/sjLS0N586dE7oq+PbbbxESEiJ0NRoMmoFHiGrRbCFCVE8jAqKZM2fi999/R1xcHJo3b85tt7KyQllZGfLy8nitRLm5ubCysuLKJCYm8l6PnYUmX6bqzLTc3FyYmJgotA4BwMKFCxEQEMA9LigoQIsWLd7uQ4qYuk7eAJ3ACSGE1I6gs8wYhsHMmTNx4MAB/PXXX7C3t+ft79GjB3R1dXHy5Elu2/Xr15GdnQ1XV1cAgKurK1JTU/Hw4UOuzIkTJ2BiYoKOHTtyZeRfgy3DvkZV+vr6MDEx4f0jhBBCSMMlaAuRv78/duzYgYMHD6Jx48bcmB+pVApDQ0NIpVJMmjQJAQEBMDc3h4mJCWbNmgVXV1e4uLgAAAYPHoyOHTti7NixWLlyJXJychAYGAh/f3/o6+sDAKZNm4aff/4ZCxYswMSJE/HXX39h9+7dOHLkiGCfnRBCCCGaQ9AWooiICOTn56N///6wtrbm/u3atYsrs3btWnh6emLkyJFwc3ODlZUV9u/fz+2XSCT4/fffIZFI4OrqijFjxmDcuHEIDQ3lytjb2+PIkSM4ceIEunbtitWrVyMyMpKm3BNCCCEEgMAtRAzDvLaMgYEBwsPDER4eXm0ZOzs7HD169JWv079/fyQl0WBbQgghhCjSiEHVhBBCCKlb2iX5ankfrbLnankfVaOAiBBCSINBF31FUqkUunr6QOYZoaui0SggIoQQUu/RRb96lpaWiN7+C7caRE3dvXsXYWFhWLRoEezs7N74efUNBUQqoq67EqB+3ZkQzXP37t1alX/T5wGVF6mqWeIJqQt00X81S0vLWh+LdnZ2cHBwUHGNNA8FRG+J7kpIfaFVXgwtMLU+idfmefp6uvhlezQFRUQt6KJP3gYFRG+ptnclgHjuTIhm0HpZBgZamNaxEDbGsjp/v/tFEmzIaIz8/HwKiAghGo8CIhV4m7sSgO5MiHrZGMvQsnHdB0Sk7tDAYUJUjwIiQgipJ6iLnpC6QwERqXM04JwQ1aCBw4TUHQqISJ2hu1lSn9RmFp0QM/Bo4DAhdYMCIlJnaMA5qQ/edvYdQDPwCGkIKCAidYoGnBNNp+7ZdwDNwCNEE1FARAghoNl3hIgdBUSECEj7RZ7a3kurtFBt70UIIfUNBUSECMgwK07oKhBCCAEFRIQI6oW9GyoMTdXyXpK8f2FwP0kt70UIIfUNBUSECKjC0BQVxk3V8l7q7J4jhJD6RlvoChBCCCGECI0CIkIIIYSIHgVEhBBCCBE9CogIIYQQIno0qJoQopHUNQic8jM1fCUlJcjOzla6rybr0dna2sLAwKBO6taQ3S+S1Kv3oYCoHqtvPzZC3gTlaNIc6jwH1MV7ZWdnY+rUqa8s86r16DZt2lTtEkJ0Hq7ehozGQlfhjVBAVI/Vtx8bIW9CXTmaKD/T69X3c42trS02bdr0Vs+vTn3/buqSutYHZNcGfFsUENVj9e3HRsibUFeOJsrP9HpCLHyrSgYGBnW2SDSdh6tX39YHpICoHqtvPzZCSP1E55rq0XfTcNAsM0IIIYSIHgVEhBBCCBE96jIjREDaJflqey+tsudqey9CCKlvKCAiDZKmT4WVSqXQ1dMHMs+ouEaEEEJqgwIi0iBp+mwMS0tLRG//Bfn5b9ZCdPfuXYSFhWHRokWws7Or1XMJIYRFSSv/hwIi0iDVh6mwlpaWsLS0rNVz7ezs6mwaMSFEPOoyaWV9QwERaZBoKiwhhLxeXSatrG8oIKpj1BxJCCFEU9Vl0sr6hgKiOkbNkYQQQojmo4CojlFzJCGEEKL5KCCqY9QcSQghhGg+ylRNCCGEENGjFiJCiEZSVxZvyuBNSN3Q9AS5VVFARIjIaPpJirJ4k/pE048nIUilUujr6ao1Qa6+ni6kUulbvQYFRPUYHYikNiiLt/LnEfIm6utFXx0sLS3xy/ZotWbil0qltU50y6KAqB6iA/H1KFisHmXxJm9Knb/z+nJM1deLvrrUx2OYAqJ6iA7E6lGw+HqUxZvUlBDHE1B/jqn6eNEn1aOAqJ6q7wfiqzJ4A7XP4k3BIqmt+t4KUhdZ8YU4ngA6pogwKCAigqhJBm+gdlm863uwSISh6WOrXqeusuLT8UTEggIiIoi3zeDNvgYhqqKusVXA242vqg5lxSfk7VBARARBGbyJpqnvY6vomCLk7VCmakIIIYSIHrUQESIylJKAEEIUUUBEiEhQSgJCCKkeBUSEiASlJHi1+j7tnhDydiggIkTD1EU+GRZNoVZEyQcJIQAFRIRonLrKJ0OUq23LGSCe1jNCxIACIkI0DOWTUb+3aTkDGm7rGSFiQgERIRqG8skQQoj6UR4iQgghhIgeBUSEEEIIET0KiAghhBAiehQQEUIIIUT0KCAihBBCiOhRQEQIIYQQ0aOAiBBCCCGiRwERIYQQQkSPEjMSQuqNulznjRAibhQQEULqDVrnjRBSV0QVEIWHh+P7779HTk4Ounbtip9++gm9e/cWulr/r737jIvi6sIA/iyIBAugYm/RiCKiiAVLREARUGNUVDTWJGIv0dhLNHYjJmosGAsxNuzRBCzB3ktUNBoVrNgQIl2Uts/7gd9OdhXyaqIs7J7/F2V2drl7uHPnzJ079wohXpOs8yaEeFeMJiHavHkzvvzySyxfvhyNGjXCwoUL4eXlhRs3bqBUqVL6Lp4Q4jXIOm9CiHfFaAZVf/fdd+jXrx8+++wz2NvbY/ny5ShUqBACAwP1XTQhhBBC6JlR9BClpaXh/PnzmDBhgrLNxMQEHh4eOHXq1Cv7p6amIjU1Vfk5MTExV8r5Nsig05xJbHImscneP8UFkNj8lzoDSGxyYqhxAfJ2bFQk+U4+OQ959OgRypcvj5MnT6JJkybK9rFjx+LIkSM4c+aMzv5ff/01pk2b9srnJCQkwNLS8p2X978IDw//v4NO/4khDzqV2ORMYpO9/xoXQGLzTyQ22TPUuAC5H5vExERYWVm91vlbEqJsEqLseogqVqyYLxKi/3dF+/8Y65XJ65DY5MxQY/Nf4wJIbP6JxCZ7hhoXIPdj8yYJkVHcMrOxsYGpqSmePHmis/3JkycoU6bMK/ubm5vD3Nw8t4r3Vsmg05xJbHImscmexCVnEpucSWxylpdjYxSDqgsWLIj69evjwIEDyja1Wo0DBw7o9BgJIYQQwjgZRQ8RAHz55Zfo06cPGjRoAGdnZyxcuBDPnj3DZ599pu+iCSGEEELPjCYh6tq1K2JiYjBlyhRERUWhbt262Lt3L0qXLq3vogkhhBBCz4xiUPV/9SaDsoQQQgiRN7zJ+dsoxhAJIYQQQvwTSYiEEEIIYfQkIRJCCCGE0ZOESAghhBBGTxIiIYQQQhg9SYiEEEIIYfQkIRJCCCGE0ZOESAghhBBGTxIiIYQQQhg9o1m647/QTOadmJio55IIIYQQ4nVpztuvsyiHJESvISkpCQBQsWJFPZdECCGEEG8qKSkJVlZW/7iPrGX2GtRqNR49eoSiRYtCpVLpuzhITExExYoVcf/+fVlb7SUSm5xJbLInccmZxCZnEpuc5aXYkERSUhLKlSsHE5N/HiUkPUSvwcTEBBUqVNB3MV5haWmp98qWV0lsciaxyZ7EJWcSm5xJbHKWV2Lz/3qGNGRQtRBCCCGMniREQgghhDB6khDlQ+bm5pg6dSrMzc31XZQ8R2KTM4lN9iQuOZPY5Exik7P8GhsZVC2EEEIIoyc9REIIIYQwepIQCSGEEMLoSUIkhBBCCKMnCZEQQgghjJ4kREbq5bH0arVaTyURIn+S51HEv6Vdd6QevRnNuepdxE0SIiOlWYJk/vz5uHLlCkxMTOTAFP9Iu35IAv33MRQVFaXnkuQ9Uj/+mfYSUCqVStreN6BZfuP27dtv/7Pf+ieKfCMlJQU7d+7E999/j8zMzDyxTltukN6xf0dTPxYtWoSzZ88CkNgtXrwY48ePByBX+to0J63ffvsN0dHREptsLF26FJ9++ikAGE3b+7bs2bMHzZo1w927d9/q50pCZMQKFSqENm3a4MKFC3j27BkA42jUNY3P2rVrERkZ+X8X/BO61q1bh1mzZgGA0ceuVKlS2LhxI8LCwuSkpkWtVuPKlSvw9vZGRESE9IK8JCMjA3Fxcbh79y4SExP1XZx8p3DhwihWrBgePHgA4O1dmBl3a2ZEcqowI0eORHR0NObNmwfAeK5Ubt68iblz5+Lw4cMAgMzMTP0WKB/Q1KHx48cjOjoaly9fBmAcSTTw6rgPtVqNVq1awdPTE7/++isA6THTMDExgYODA3x9fTF37lwkJycbTdvyOgoUKIDOnTvj999/x9atW/VdnDwtu2OqefPmqFGjBkaPHg3g7V2YSUJkJDQVZv369di/fz9SUlIAABYWFhgyZAhOnz6NmJgYfRYxV1WrVg01a9ZEYGAgAMDU1FTPJcp7Xk50NHWoefPm+Ouvv5SG3FhOdJrvmZSUBJVKBRMTExQvXhyOjo5YuXIlXrx4YbRj8V4+aaWnpwMAPvroIzx8+BCPHj3Kdj9jZmdnh1GjRmH9+vV4/PixvouTZ2naneTkZJ3t48ePR0ZGBvbu3Qvg7VyYSUJkRJKTkzFjxgxMmDABTZo0QWhoKKKiotCnTx+cO3cOR44c0XcR34mXG2FNb9CsWbNw//59BAUF6aNYeZ4mAdi8eTOWLVumbC9VqhQmT56MzZs3K71ExmLNmjXw9PREcHCwcgExa9YslChRQrmNaCwJojbNSevQoUN4+vQpzMzMAAA9e/ZEamqq3GIFMGPGDIwePRr79u1Ttrm5ueH27du4c+cOAEkYc7Jq1SpUrVoVU6ZMUdocBwcHWFhYYNu2bQDeznFnvLXTCLx8cBUpUgRhYWFYtmwZGjRogOHDh6Ndu3YIDg7Gxx9/jMWLF+Pp06d6Ku27o2mEf/nlFyQnJysJkY2NDWrXro2jR48CMJ5bP2/ir7/+QmBgIPz9/eHk5ITly5fjzp07aNu2LaysrJTGyVhuOZqYmMDR0RG9evXCp59+imnTpiExMRHNmzfH7du3jSYO2Tl06BCGDBkCBwcHrF69GmfOnAEATJs2DREREbh48aKeS6hfNjY2OHHiBEaMGIG2bdvi0KFDcHd3R+vWrTFu3DhkZmYadcL4T7p06YLPP/8cly9fRuPGjTFy5EhcvnwZ/v7+CAkJwfHjx9/K75HFXQ2UWq1WDq4///wTBQsWBEnY2toq+5w5cwYXL17E9OnToVKpEBsbiyNHjsDZ2Vnn/YYgIiICdevWRY0aNVC/fn2MGjUKdnZ2OHr0KLy8vBAaGopmzZrpu5h6l93fPSEhAZmZmRg/fjzu3r2LCxcuYMGCBVi6dClSU1Nx8uRJWFhY6KnE784/HQOnT5/G0aNHsWjRIjg5OUGlUiEkJASbN29Gly5dcrmk+kFS56o8IyMDd+/exdq1axEaGoro6Gh06dIFjo6OmDx5MqZOnYrevXvrscS5J6e68+TJE0RGRmLSpElISEhAamoqXF1dceDAAQQGBhpk2/um/un7JyUlYd++fdiwYQMuXboEKysrREdHY8SIERgzZgwyMzP/0/AHSYgMkHZD9fXXX2Pbtm1ISUmBubk5pk6dim7duuns//jxY5w6dQpz585FsWLFdLp086uXG2sga5qBgIAAHD16FAcOHMBnn32GBg0a4NixYyhRogTmzJkDwHi79bUboitXriA9PR2lS5dGuXLllH2ePHmCTZs2YdeuXXj8+DFu3LiBTZs2wdfXN9uY51fasdi+fTuioqKQlpaG3r17o1ixYsprz549w+LFixEeHo41a9agffv2WLNmDSwtLQ0mFtnRjs/z58/x7Nkz2NjYKK9HRETg+vXrmDhxImrVqoUtW7agSpUqOHjwICpXrqyvYucK7djs378fjx8/hqWlJVxdXWFtba3sd+HCBWzfvh1r167Fw4cPMWTIECxevFhPpc4btGP3008/4cyZMyhcuDDq16+vc96Kj49HdHQ0Zs6ciZMnTyIlJQVhYWEoVarUfysAhUFRq9XK/6dOncpSpUpx3759vH79Oj/55BOqVCquWrVK2ScjI0P5/969e1mnTh3euHEjV8v8tmVmZir/j4qK4tOnT5mQkEDy7/isW7eOgwYNYqlSpahSqVi5cuVX9jEm2t/5q6++YtWqVVm1alUWLVqUa9eu5dOnT3X2j4yM5JkzZ+jo6MjWrVvndnFzzbhx41i6dGl6enqydOnSbNGiBffs2aNTxzRWrVrFYsWK8fLly3ooae7R/u5z5syhh4cHK1WqxNGjR/PKlSs6+8bExPDgwYMcMGAAixcvzq1bt5LUbXcMifZxNG7cOH7wwQesXr06XVxc6OrqypiYmFfeEx4ezgULFrBatWr8/fffc7O4eYp27MaOHcty5cqxd+/e7N27NytUqMAFCxYor6enpyv/v3DhAps3b668/l/ab0mIDMSpU6eYmpqq/Pz777/T1dWVBw4cIEkGBwfT2tqarVu3pkql4urVq5V9NRUoKiqKZcqU4dGjR3O38G+RdmM9Y8YMNm/enBUqVKCfnx9DQ0N19k1NTeWtW7c4ZswYVqlShePGjcvt4uYJ2ienadOmsWzZsty3bx/VajW7d+9Oa2trfvvtt0rCSP5dZ65evcrSpUvz2LFjuV7ud0G7/ixcuJAVK1bk+fPnSZLbtm2jSqVis2bNuHv3bmVf7fi5u7tz5MiRuVvoXPLyiWbSpEksU6YMFyxYwJ07d9La2prdunXj8ePHs31/r1696OzsnBtF1bv58+ezbNmyPHXqFEly9uzZVKlUrF27NqOiokhSp72+efMm7ezsuGXLFr2UV59eTo5Xr17NqlWr8vTp0ySzLl7NzMxobm7OadOmKftp4qdWq9mtWzd27979P5dFEiIDMH36dFasWJHbt29nWloaSfLevXucO3cu09PTeeDAAZYtW5YBAQFMSkpiy5YtqVKpuGjRIp3PWbduHS0sLHjnzh09fIu3a/LkySxRogQ3bdrETZs2sWXLlqxZsyaDg4OVfTSxev78OSdPnkxPT0+dKw9Dt3PnTp2fr169Sg8PD/7666/K68WKFWO7du2oUqn47bffMjY2VtlfrVYzNjaW9vb2PHjwYK6W/W0bM2YMz5w5QzLre8XFxXHMmDFcuXIlyaxkyNramv7+/qxTpw7r1KnD4OBgpTHXJAvu7u4cM2aMfr7EOxQfH0/y75PX7t27WaNGDZ44cYIkefbsWRYoUIAlS5Zkq1atlJMZ+feJ69ChQ6xfvz4fP36cy6V/twICAvjgwQPl58jISHbo0EHpDdu9ezeLFCnCMWPG0MnJiXXr1lV6irTbm6ZNm3LSpEkkjaeXuk+fPty+fbsSh7S0NE6ZMoXz5s0jSf7yyy+0srKiv78/J0+eTBMTE52eIk2chg4dyhYtWvD58+fSQ2TsUlJS6O3tzQYNGnDr1q188eIFSSpX9J9++ikHDx6sVLp+/fqxXr16bNasmVJ51Go1g4KC+Oeff+rnS/wH2idpMuvWX61atZRGef/+/XzvvffYuHFj2tnZce/evcq+mpiEhYWxZMmSvHbtWu4VXI9WrFjBqlWr0t/fX9l27949BgYGMi0tjUePHmW5cuW4ePFikmTnzp1ZvHhxTp8+ncnJycp7NmzYQJVKxdu3b+f6d3hbLl++zKZNm7Jhw4a8ePEiyayG+fjx44yOjuaVK1doa2vLhQsXksyqX2ZmZnR0dFR6Q9RqNS9dukSVSsWwsDB9fZV3YtKkSaxXr57Ss5Gens7jx49z6dKlJMk9e/awWLFi3LBhA69du8aCBQvS19eX+/fv1/mcYcOGsUyZMoyLi8vtr/DOhIWFUaVSccCAATqJXnBwMO/du8fff/+dlSpVYkBAAMmsHliVSsVSpUrp3IbetWsXS5YsyatXr+b6d9AnFxcXlipVirt371YS57i4OEZERDAyMpI1a9bkt99+S5I8duwYCxUqRJVKxR9++EH5jEuXLukcu/+FJET53PPnz0lmdfV7eXnxww8/5JYtW5Tej8TERDo6OnLChAkks5InHx8f7t69W/mM7MZD5BeDBw9mjRo1+OjRI2XbjRs3OHr0aJJZV2c2NjZcuXIlz507x8qVK9PW1la5etOYO3cuy5cvzydPnuRq+fXl7t27HDJkCBs3bsw5c+Yo2zWNdL9+/fj5558zLS2NarWagwcPZp06dfjhhx/qJNFnz541iCTywIEDbNeuHevXr6/cItMcQ4GBgWzSpImSEGzZsoU9e/bkwIEDX+nuj46Ozt2C54I1a9bQ1dWV3t7eykk/NjaWjx8/ZkJCAl1dXTlz5kySWTFzcHCgiYmJ0uaQWXVl4sSJSi+cIdAcB6GhoTQzM2P//v0ZGRmps4+/vz87derElJQUkuSPP/7Irl27cty4cTp15/bt2wbRM/+6tM85HTt2pI2NDUNCQvjs2TNl+549e+jg4KC0yefPn2fPnj35888/v3LcvTzG8d+ShCgf065UISEhnD17Ns3MzOjg4MAdO3YoDfrkyZNpZmbGIUOG0NnZmU5OTq909edX4eHhtLW1ZfPmzfnw4UNle2JiItPS0timTRtOmTJF2e7p6Uk7Ozv26tWL5N/ff9y4cW/lCiM/0NSLp0+fcsSIEWzWrJlON3RKSgrd3Nw4fPhwZVvHjh156dIlnWTIEGhiQZJbt26lt7c3nZ2dlcHBarWac+fOZc2aNXnhwgXGxsby448/Vrr0ScMdIKxt27ZtbN26NVu1aqWT9D158oS1a9fmhg0bSGYddwMHDuShQ4cMPi7at7t2795NExMTjhkzhvfv31e2f/nll6xYsSKfP3/OtLQ0duzYUWccjDHdotemfe5KSUlhvXr16ODgwJCQEOWYPHr0KC0sLLhy5UpGRUWxTZs27N27t9L2pKenv/WLeUmIDMDEiRNZokQJLlmyhN988w0dHBxYs2ZNbt++nRkZGXz69Cm//vprenp6Klf9ZP5vyDWNyd27d1mjRg22aNFCpzGKiYlh5cqVlds+T58+ZdeuXbl161bloMrPvWP/hnYis3XrVg4YMIAlS5Zk2bJldcaUTZo0iQULFmTPnj1Zr1492tvbK/E2lGRI+3vMnDmTHTp0YN26dalSqXS64O/du8cKFSqwUqVKrFSpEh0dHXUSKUOlfWzs3r2bX3zxBQsWLMiPP/5YSYru3r3LKlWqsHfv3ly5ciW9vb3ZqFEjJbb5vY3JyctP886cOZMlSpSgSqXioEGDlIuzU6dOsV69eixbtiwdHR1Zs2ZNgzuO/osRI0awTZs2bNGiBYsVK8ayZcsqSVFCQgJHjhzJ9957j1WqVGHdunWV4+5dxU4Sonzuzp07fP/993WeTnj+/DmbNWvGDz74gDt37lQOQE23LZn/r0y0G+vffvuNixYtokqlYtu2bZUBjklJSezWrRtdXFz43Xff0cPDg02bNlXea2zJkLaJEyfSxsaGy5Yt4w8//MCmTZvSycmJc+fOVfb5+uuv2bVrVw4YMMBgkujsLF68mEWKFOH+/ft59+5drl69mi1atGCDBg2Ux6AjIyMZGBjINWvWKMdOfj+GXteIESNob2/PYcOGsWXLlixXrhy9vLyU22e//fYbbW1t6eTkxBYtWrzzk1ZeMnfuXBYrVoz79+9naGgoAwICaGpqyv79+zMmJoaZmZk8deoUZ86cyTlz5ih1xhCPoze1Zs0aWllZ8cKFC4yKiuKTJ0/Ypk0b2tjYKA+/JCQk8Pz58wwJCVFi9i6PO0mI8pmXG5mHDx+yatWqyhNDmgHVz549Y4UKFdi0aVP+9NNPOle0htRQjR07lhUqVOC0adPYvXt3li5dmi4uLsqYor1797Jr1650cHBgu3btlDgYWzKk/Td/8OABa9asyaCgIGXbvXv32LdvX9aoUYPff/+9sl1Tn0jDTAAyMjLYs2dP9u/fX2d7cHAw69aty0aNGvHSpUvZvs8YHD9+nGXLltWZimP16tVs0qQJvby8lHFVjx49YkxMjM7tDEOXmZnJNm3aKOMVNXbt2kUTExMOHTo02yfqjKXu/D9z5syhm5sb09PTddqnVq1asXLlygwJCVHGyGq869hJQpSPaJ/ENU9qpKSksGbNmuzbt6/yWlpaGjMyMuju7s7ChQu/0tjnV9rzdpB/Pxm2Z88enW1VqlRhs2bNlMb6xYsXjIuLM6rGWpt2vXnw4AETEhJoa2ur3ErUnoeqSpUqrFq1Kr/66iu9lFUfBg0aRHd3d53kjyQnTJigTNppCAPH/409e/bQ2tqat27dUralpaVxwYIFtLCwYPv27XXG7pGGe7Hx8oVkSkoKGzduzBEjRpDMOllr2pYhQ4bQ1NSUffr0MZoHNf5JdnXiq6++4vvvv6/8rEl+QkJCqFKpaGFhoUzrkFuMc42CfEh7SvNvv/0Wo0ePxs2bN2FhYYH58+dj48aN+OqrrwAAZmZmUKlUqFSpEn777TcEBATos+hvhbu7O0JDQ3W2PX/+HABgZ2cHIGu5DkdHR6xbtw7nz5/H4MGDERkZCXNzc1hbW0OlUkGtVqNAgQK5Xn590tSbUaNGYcyYMYiKikL58uVx8eJFPHv2DEBW7EqXLo1GjRqhSJEiSExMNLjFbnNaSbxOnTp4+PAh9u3bhxcvXijb7ezs0Lp1a/Tv319nDUBDpf331vy/QoUKqFChAn7//XclfmZmZvjss89QsWJFnDhxAt98843O5xji0jdqtVpZiuXq1atIS0uDhYUFfHx88OOPP+Ls2bMwNTVVvnvp0qXRokUL3L59W2dJE2Okfe7at28fzp8/DwDw8/MDSfTv3x8A8N577wEAChcujFGjRmHo0KFo1KhR7hY2V9Mv8Z+NHj2apUuX5rp165SrtuTkZC5dupTm5uZs1aoV+/Xrx6ZNm9LOzi7b2XTzo1mzZilX8JrvEh8fTxsbG37zzTc6+z5+/Jh2dnbK/CCC/PPPP1m7dm3liis0NJQmJiacOHEi//rrL5JZPWldunThTz/9ZHBPk2lfof7888/ctGkTf/nlF2XbRx99xGrVqnHdunW8e/cu4+Li2L59e3711VcGP0CY1I1PWlqacrWekpJCDw8PNm7cWGeyxcjISPr4+HDz5s0G2yOkof39pkyZQk9PT27bto1qtZo3b96kr68va9WqpcxK/ezZM3700Uc6k8Aaeoxy8vJSJvb29ly+fDnj4uKYkpLCH374gTVq1GD37t157949Xr58md7e3hw6dKjyvtw87iQhykc2bdrE8uXL89y5c8q21NRU5cmqc+fOsUuXLvT19dV5miw/H4wvl33WrFlcuXIlk5KSSGY9DVW/fn2dpUgSExPZp08fhoWFGfRJ7HXNnj2bffr0YZ8+fXTGkm3evJkFCxZkq1at2LFjRzZp0oS1atVSYpaf64027UZ59OjRtLS0pJ2dHc3MzHSmFvD19WXt2rVpbW3NmjVr0s7OzuieCJo9eza9vLzo4eHBzZs3k8y68KhduzYbNmzIiRMnMigoiO7u7vT29jaqBxTGjx9PGxsb7t27V+c22MWLF9m1a1cWKFCA9evXZ7Vq1eRpspdMnz6dJUuW5NGjR3XaoPT0dG7atIm2tra0tLRkxYoVWb9+fb09xSkJUR72ciOzZMkSuri4kCSvXLnC+fPn087OjlZWVspcOy8ffPl9vIx2DDIzMzl8+HCamJhw/fr1JMlbt26xX79+tLW1pZ+fH5csWUJXV1fWr1/fYHrH3lR2SaRKpaKDg4PSG6SpJ2fOnOH48ePZo0cPDh8+3CCS6Jw8fPiQzs7OvHTpEiMjI7lt2zYWKlSIn3/+ubLPmTNnGBQUxKCgIKXeGHL9eXmh1pIlS3LUqFHs0qULVSqV8tRhQkICBw4cyMaNG7NWrVr08vIy6LryshMnTrBatWo8e/Ysyaxe+du3b3PTpk3KMbVjxw7OmzePixYtkqfJtGiOu+3btys/Hz58mEOGDNGZcfrQoUM8c+ZMrjxNlhPjGkyRz2juu06YMAHFixdHjRo1EBERAR8fH1y9ehUNGzaEn58fLC0tMWDAAPj6+qJWrVrK+0nm6/EyJJUYjB49GrGxsQgMDIRarUbfvn2hVqvRq1cvTJkyBc7Ozli4cCGuX78Oa2trhIaGwsTEBGq1Gqampnr+JrlLE7P79++jfPnymDhxIooXL47Bgwdj1apVGDt2LFQqFUjC2dkZzs7OOu/PyMjI1/UmO3PmzMH58+fh4OAAOzs7FCxYEBUrVsR7772Hrl27wsTEBCtXrnwlHpmZmQZdfzR1JTw8HObm5ggKCkLLli2RkZEBFxcXjBgxAiQxfvx4LFmyBOnp6YiPj0fp0qWhUqkMsq5kx8zMDGlpaShYsCCuXbuGVatWYdeuXUhJSUFmZib++OMPdOzYUec9hl53Xpe1tTUA4MSJE7C2tsaKFStw69YtFClSBMuWLcPjx48xdepUuLm5Ke/JzMzUT73K9RRM/F/aV1y7du1i1apVee7cOUZFRTEwMJAff/wxV69ezbt375LMGh/SpEkT3rx5U19Ffuu0n1w5ePAg69atq7OK9uDBg2lubs61a9fqdNtrP6aZ33vH/otVq1bR1taWhw4dUuIzf/58mpiYvLKor3Z9M5Tu/Ze/k+apqPr167+yb3BwMC0tLenr65ubRcwzDh48SJVKxZIlS76y/tjixYtpamqqMzO3hqH2DGX3vcLDw+nu7s5atWrR0tKS/fv357p163j//n1WqlSJK1as0ENJ857sYpeens6pU6eyfv36LFCgAEeNGqXUs88//5yDBw/O7WLmSBKiPGzfvn0cMGAAZ8yYobNduys/OTmZbdu2pbu7u8E0UIsWLWKlSpWYmZnJHTt28NNPP+WQIUNIUifhGTx4MC0sLLh+/XplTJGGoZzY/624uDg6ODiwSZMmPHLkiE5SZGpqqjPXkCHTzAPz4sULrl69mgUKFODUqVNf2W/btm1s2bKlwRxDbyI2NpbTpk2jmZmZsmCr9vGzdOlSqlQqZXkOQ6b99z958iR37tzJ48eP88WLF7xz5w4DAwO5b98+Zc2thIQENmjQQJkHzphpx27jxo2cOHEip0yZwtDQUJJZc1W9vHhts2bN8tQUH5IQ5SHay0lERESwZs2atLCw0Bn4qal0z549Y1BQEN3c3Ojk5GQw9/OXL19Oc3NzZdJADw8PWlhY0N3dXdlHez6ioUOHUqVS6axgb2xy+psnJCSwbt26dHZ21kmKvv32W6pUKp3ZzQ3R2rVraWVlpYz7yMjI4LJly2hqasrp06fn+L78fgz9k5y+W3JyMseOHUsTExNu2rTplde3b99uVD2uY8eOZY0aNWhra6u0sZoZ8MmsNigyMpJt27Zlw4YNZayQljFjxrBcuXLs06cPe/bsSUtLS86ePVt5PTk5mRcuXKCXlxfr1KmTp+qVJER5kCYx2r9/P52dnVmrVi3+9ttvOvtERUVx6dKlHDdunMEsJbBixQoWLFiQP//8s7ItMTGRHTt2ZM2aNblkyRIlNtpJ0fz58/P9d38b1q9fryxKqhEfH886deqwbt26PHr0qHJC3Lhxo8HHLC0tjU2aNKGtra3yZKYmKSpQoICyQrux0E6GgoKCOG/ePE6ZMoWXLl1SjqfRo0frJEWG9pDG61i6dClLliypPEY/Y8YMqlQqZZqGtLQ0Ll26lN7e3mzcuLFBL2vzpoKDg1mpUiUlduvWreN7773HwMBAZZ+goCB27NiRnp6eeS52khDlMYGBgezevbtSUUJDQ9m4cWN26tSJhw8f1tlXe22yvFKh/q1Dhw5RpVLprARNkl988QWHDh1KHx8fNmvWTOfx+pdnFjaGxlpDrVbr/M1TUlJYsGBBurq68vr16zr7xsfHs1SpUvTy8uLevXt1TnKGErOXT9zas5K7uLiwSpUqOklRQEAAVSoVf/zxx9wuql5ox2fUqFEsUaIE27Rpw7Jly7JWrVqcMmUKnz17RrVazbFjx9LMzEznJGYsMjIy6Ofnpzxdt2vXLhYpUoQrV64kmdUzn56ezrNnz3LlypV6fSIqL1q8eDFbt25NMqtXsWjRosqTZImJibx8+TJTU1N57NgxJUHPS7GThCgP0Qw+c3Jy4qBBg5SkaM+ePWzSpAk7d+7MI0eO6LmU70Z4eDhdXFz48ccfKycuHx8f2tra8tmzZ4yJiWGnTp3YvHlzo2yoXxYREaH8f+XKlYyMjOT9+/dZrlw5tmzZUicpSk9Pp7u7O1UqlcEs46JNOzEODAxUHjbQToo0ix1r6lZ6ejp37NiRpxrj3PDLL7+wfPnyPH/+vLJt7Nix/PDDDzlv3jxmZmYyMTGRgwYNYrNmzfRY0tyhOSlrJ4zdunVjQEAAg4ODWaRIEQYEBJDMSpZWrFjBNWvW6HxGfr8YfRs08fvpp5/o5+fHbdu2sUiRIly+fLmyz65duzhq1CjGx8cr2/La7WlJiPQou8qQnJxMf39/NmzYUGeV8T179rBZs2Z0d3fnxYsXc7mkuSM8PJze3t5s27YtmzVrxnr16vHOnTvK648fP2aXLl1oZ2enMwussbl06RILFCjAdevWcdy4cbS2tuaNGzdIkvfv32fp0qXZokULZQCjWq3mkCFD+Mcffxhc471v3z7OmzePp0+fZmJiIkuVKsV69eopk5VqGuq4uDi+//77bNq06SvrIxlyUrRv3z6dRXyXL19Oe3t7xsfHK7FJSUlh//796eTkpNQPTW+RsQgPDyeZVV9GjhypzO+2bNkyZZ/o6Gh6eXnR399fX8XMM3JKZPbt28fChQtTpVLpxO7Zs2f08vLiwIED83S9koQoDzh27JjOz8nJyZw3bx4bNmyo01O0c+dODhgwIM9l1W9TeHg4PTw8aGVlpTPoVxODhw8fcuLEiQZ3Yn8Tjx8/5owZM2hhYUErKys+evSI5N9P4N2/f58VK1Zko0aN2Lt3b7q7u7N27doGN1FlYGAgy5cvz0GDBikDpyMjI1mrVi06OzszMjJS2VfTIKtUKnbu3FlfRc5Vx48fp0qlYoMGDfjTTz+RzBrTUaVKFUZHR5P8+7i6d+8eTUxMePDgQZ3PyMsnr7dl9+7dtLCw4LZt20hm3dqpU6cOK1WqxGvXrjE2NpYPHjxg69at2ahRI4NOoF+Hdp1Yu3Yt58+fz2XLlinty/fff0+VSkV/f38eOnSIp06dYqtWrejo6JjnZ++WhEjPQkNDWb169VceBU5MTOSECRNYsmRJfvnll6+s9G7ISdHNmzfp5eXF1q1b6ySLL0/nbign9n9j5cqVVKlULFSokHKyI/++fRQVFUU/Pz927NiRPXv2NJinEDWCgoJYqFAhbt68mQkJCTqv3b9/n7Vr12b9+vUZGRmpfOe+ffvy5s2bBhOD/2fnzp1UqVRs3rw527dvzy1btjApKYmlSpVinz59dPb9448/aG9vz0uXLumnsLlI88i8xuXLl/n555/z/fff59atW0lmzYBfpUoVVq9enWXLlmXTpk3ZsGHDPDcIOLdlNxbNycmJVapUYePGjZW4zJw5k++//z6tra3p7OxMb2/vfBE7FWlgS1rncSSVVZMB4MmTJ5g1axbOnz8PLy8vTJkyRXnt3r17+PDDD5GWloaRI0diwoQJr7zfUEVERGD48OEAgMmTJ+PDDz/Uc4n0S/N318x+GxkZiSdPnmDfvn2YN28e/P39MWDAADDrIifbFccNZVbhmJgY+Pr6onPnzhgyZIiyPTk5GVevXoW5uTmKFy+OHj164N69e/Dw8EBERASSkpJw4cIFmJiYGM0swr1790ZkZCRKlCiBmJgYjB07FtbW1ujYsSOaN2+Ofv36wdraGjNmzEBsbCxOnDhhkKvVa6xZswb379/HpEmTdL7ntWvXsGDBAuzZsweLFi2Cj48PXrx4geDgYMTHx6NSpUpo2bIlTE1NDeY4+i9iY2MxaNAgTJ48Ge+//z4uXryIgQMHwszMDBcuXICpqSlu3ryJ1NRUFC5cGJUrV84fM5vrMRkzOi9nxtpX8yNGjKCzs7PO/Cg3btxgjx49+NNPPxnNVa228PBwtm3blg0aNDCKK9ecaP/tk5OTderR3bt3OWnSJBYtWlR5EobMWr9McxuJzLtd1P9GdHQ07e3tdaZnWLZsGTt37kyVSsWyZcuydevWTEtL47Bhw+jr68tevXoZXC/ZP9G0LevXr2e/fv14+vRp+vj40NXVlRs2bOClS5fo6OjIChUqKHPtGHp8fvjhB6pUKp48eZLr16/noUOHdF6/evUq+/Xrx/Lly3PXrl3ZfkZe7t14V/744w+Sf7chAQEBrFatGlu3bs2nT58qr50+fZo1a9ZknTp1so1TfqhXkhDlgpcfg/b396evry99fHyUAZ7R0dEcOXIkGzZsyN69e3P//v309PRkjx49lIpojAfjn3/+yS+//DJfHEzvgvb3XrBgAT09Penh4cFBgwYp2yMjIzl58mSam5tz2LBh9PDwYPXq1Q22vkRHR7NChQr08/PjgQMH2KlTJ9auXZuDBg3ib7/9xq1bt7JixYqvLFFCGvYA6oMHD3LVqlU62x49esTy5cszMDCQjx8/po+PD5s3b849e/YwMzOTkZGRvHLlSp58BPptWrt2Lc3MzBgcHMy4uDi2bNmStWrVemWAfVhYGGvVqsVy5coZ/MSlr0MzS7lmbFlaWho3bdqkJNPa1Go1z5w5w9q1a7Ns2bL58iJMEqJ3bMGCBVSpVMo6XFOnTmXJkiXp5+dHd3d3mpiYcOPGjSTJv/76iwsXLqS9vT2rVatGd3d35aotP1aut81YkyKSHD9+PMuUKcM5c+YwICCANjY2bN++vXICi4qK4rJly9i0aVOdeawMNWb79++nlZUVq1atSkdHRx44cEBZdTw2NpZ169bl5MmTdd5jyMeQZj0ylUpFLy8vBgQEKFf2QUFBbNeuHZOSknjlyhV26tSJbm5uryRPhlpXfvzxR6pUKrZq1UrZtn//fvr6+tLR0VFnjUSS7Ny5M+3s7Ojj45PbRc1zoqOj6efnx0KFCinrjyUnJ3PXrl0sX748vby8dPZXq9U8duwYe/TokS8vyCQhesdu3brFgQMHskiRIjxx4gSnTp2qDBROSUnhuHHjWKBAAWWdoPT0dCYlJfHGjRsGf9UmcqY9t87OnTtpb2/PkydPksyaz6Nw4cIsVKgQmzVrpjPYPDU1VWf+HUMWHR3N27dvv7I9NjaWLi4uyoRwxiAiIoLNmzdnixYt6ObmxmHDhrFEiRJcuHAhv/vuO7Zo0UJpd65evUo3NzcOHTrUoJNEMmv2exMTE/r5+bFcuXLKmohkVhLZqVMnOjk58fTp0ySzTva9evXijh07DD42/4/m+yclJXHYsGG0sLDQOXft3LmTH3zwAdu2bZvt+8j8d1dDEqJ3aP369fz6668ZGRnJHj160NzcnB988AHPnDmj7JOWlsZx48bRzMxMZ74QDUO9ahM508yto6knW7du5axZs0iSISEhLF68OJcuXcqDBw/SzMyMHTt2fOUpRGNtzKOjo9m2bVs2atQo3zXG/9WNGzfo4+PDdu3aMTQ0lHv37qWPjw9bt25NlUrFDh06KDG5c+dOtpMSGhJN7/zu3btJZs3BZGNjw6FDhyr7HDx4kL6+vrSysmLv3r3p7OxMZ2dnJU7G2v5qf+8VK1Zw1qxZVKlUtLS0VG6fpaSk8Oeff6atrS3btWunr6K+VZIQvSOaAXyaRUefPHnCYcOGUaVSKSsja/cATZw4kSqVSumWFMZJe24d7cT53r17TEhIYOPGjTljxgySWeNDatSoYbAzUL+JmJgYzpkzR1lsMz884vsuXL9+nd7e3vT09OS1a9eYkZHBq1evsm/fvgwLCyOpmwAZ8gn/8OHDOheZ8fHx/OGHH15Jiq5du0Z/f39+9NFHHDx4sMHfbn4T48ePZ7ly5bhixQpOnTqVLVq04Hvvvaecp1JSUpTlTUaPHq3n0v53khC9A5oBfCEhITrbo6Ki2KdPHxYqVEgZzKdpnNLS0hgQEGDwtzlEzv5pbh0y6/ZrhQoVeOHCBZJZEzT26tWL586dM7oT/8suXrzIjz76iF988YXBLHb8b4WHh9PT05Oenp48evSozmvGeJLXTgATEhKyTYpI3QWjjbXuaHv48CHt7OyU4Rxk1oVZr169aGFhoSwj9ezZMx49etQg2iBJiN6y7AbwaR9c0dHR7NmzJwsXLvxKUpTd/sI4REdH083NjUuWLNHZnpSUxDNnzvDs2bOMjY2lg4MDO3TowCNHjtDDw4MtW7Y0uBmo/624uDijfiJTm2YZHG9v71dmwjd2mqSoZMmSHDFixCuvG+otxDd1+/ZtFipUiL/++quyTa1W8/r166xatSpLlCih3AHRyO/HnSREb9HLA/iGDx+uvKad5MTExLBXr160tLR8ZS4MYZxeZ24dFxcXbt++nTVr1qStrS1dXFykez8bckLLIvN45SwhIYErVqygSqXiwoUL9V0cvcvpmPH29qavr68y35Bm3/bt27Ns2bJ0dXXNpRLmDsOdkjSXLVy4EAMGDEBwcDBWrlyJKVOmYOPGjfjiiy8AAAUKFEBGRgYAwMbGBt999x1cXFwwc+ZMfRZb5CGJiYkICQnBwYMH0blzZwQEBKBkyZLYt28fvv/+e0RHR+PatWs4ffo0du3ahcOHD8PMzAwZGRkGPbvwmzKGmdxfh62tLfz9/dG8eXM4ODjouzh5iqWlJbp06YKff/4ZQ4cO1Xdx9EqtVivHTGRkJK5evYq4uDgAQLdu3XD79m0sWLAAKSkpAKD8u379ehw6dEg/hX5HZOmOt+TIkSN4/PgxunXrBgBISEjA5s2bMWnSJHTv3h2LFi0CoLt8QkJCAooWLSonMwEAOHDgADp16oQSJUqgaNGi+O677+Do6IgSJUogLi4O7u7u+PjjjzF9+nTlPWq1WuqPeC1SV3KW55eUeEeotRTU5MmTERoaimvXrsHV1RV169bFjBkzMG3aNISEhCA9PR0uLi44deoUMjMzce7cOZiamhpUvTK+GvCOuLq6Avi7gllZWSnJ0aRJkwAAixYtQoECBZCeng4zMzNYWVkBkIZKZGnZsiUiIiKQnJyMKlWqvPK6paUlKlSoAODveib1RrwuqSs5M8ZkKDY2FsWLFwcAzJ49Gz/88AOCgoLg4OCA4cOHY9GiRejRowemTp0KZ2dn7NmzB/fu3UO9evWwZMkSmJqaGtyagNJD9I4lJiZi06ZNmDx5Mnr06IEFCxbou0gin4mJicFnn32Gv/76CydOnDCoBkgIkfuOHj0KHx8fXLt2DSVKlICHhwcGDRqELl26IDQ0FB07dsSiRYvQt29fnfdpLuYBw+xVk0uGd8zS0hLdunXDrFmzsGjRIuXWmRD/z19//YW5c+fis88+Q3R0NI4dO6ZclQkhxL9VpkwZFC9eHNOnT0diYiJSU1NhZ2eHX3/9FT4+Ppg/fz769u2L1NRUrFq1CidPngQAJRkCDLNXzfC+UR6kGcBXqlQpfPTRR/oujsgnHjx4gBMnTqBatWrYuXOnMjDfEBsiIUTuqVq1Kj755BPs3LkTR48eRWZmJiZPnozjx49j3rx5GDhwIICsQdbbtm1D//799Vzi3CG3zPRATmridcXHx8PKygoqlcrg7tcLIXLP9evXYWdnp/wcHx+PBg0awMvLC71790arVq3QvHlzBAcHgySSkpLwySef4Pnz5wgNDTWKtkcSIiHyAe2nQYQQ4k38+uuvaN++PVq3bo1ly5bB2toaVlZWOHToELy9veHv7w8bGxv07NkTrVq1AgCkpqYiLi4Ov//+O8zMzIzigkwSIiGEEMKAXb58GW3btkVCQgJcXFzw4Ycfok2bNqhbty4GDRqEa9euISAgAElJSQgKCgJJVK1aFYMHDzaqW/WSEAkhhBAGRjOdS0ZGBjIzM7Fo0SIkJibCysoKkZGROHDgAObNm4eCBQuif//+GDx4MMaOHavzJBkAo+gZ0pCnzIQQQggD8/DhQwBZT4OZm5ujbt26OH78OBo2bIjFixdjxIgR8PPzw6VLl1CmTBl88803uH79uk4yBMBokiFAEiIhhBDCoJw7dw6VK1fGmDFjcOPGDQCAp6cnXFxc8Mknn+Dx48fo378/du3ahQcPHsDCwgJxcXFYvny5nkuuX3LLTAghhDAg8fHxWLduHaZPnw57e3t4eXlh4sSJAIBPP/0UhQsXxty5c1G0aFHExsbi1q1bWLt2LRYsWGAUY4VyIgmREEIIYYDCw8MxZ84cHDlyBGXKlMHixYsRFhaGY8eOYeDAgWjcuPErT7AaywDq7EhCJIQQQhiohIQEhIWFYfz48YiJiUGbNm2wd+9eeHh4YNmyZfouXp4iCZEQQghhBCZNmoQrV67g6NGjSEhIwI4dO9ChQwd9FyvPkIRICCGEMGCaR/AB4OzZswgODkZoaCiOHTtmtLfHsiMJkRBCCGHgcprt3pjHDL1MEiIhhBDCCMmSQLpkHiIhhBDCCEkypEsSIiGEEEIYPUmIhBBCCGH0JCESQgghhNGThEgIIYQQRk8SIiGEEEIYPUmIhBBCCGH0JCESQgghhNGThEgIYbTWrFkDa2vrN3rP4cOHoVKpEB8f/07KJITQD0mIhBBCCGH0JCESQgghhNGThEgIkWcEBwfD2toamZmZAICwsDCoVCqMHz9e2cfPzw89e/YEABw/fhwuLi6wsLBAxYoVMXz4cDx79kzZNzU1FaNHj0b58uVRuHBhNGrUCIcPH87x98fExKBBgwbo2LEjUlNTAQC7d+9G9erVYWFhAXd3d9y9e1fnPU+fPsUnn3yC8uXLo1ChQqhduzaCgoKU19euXYsSJUoon6fRoUMH9OrV61/FSQjx9klCJITIM1xcXJCUlISLFy8CAI4cOQIbGxudJObIkSNwc3PDrVu34O3tjU6dOuHy5cvYvHkzjh8/jqFDhyr7Dh06FKdOncKmTZtw+fJldOnSBd7e3oiIiHjld9+/fx8uLi5wcHDAtm3bYG5ujvv378PHxwft2rVDWFgY/Pz8dJIzAHjx4gXq16+PkJAQXLlyBf3790evXr1w9uxZAECXLl2QmZmJX375RXlPdHQ0QkJC8Pnnn7/N8Akh/gsKIUQeUq9ePfr7+5MkO3TowFmzZrFgwYJMSkrigwcPCIDh4eHs27cv+/fvr/PeY8eO0cTEhM+fP+e9e/doamrKhw8f6uzTsmVLTpgwgST5448/0srKitevX2fFihU5fPhwqtVqZd8JEybQ3t5e5/3jxo0jAMbFxeX4Hdq2bctRo0YpPw8aNIitW7dWfv72229ZtWpVnd8lhNCvAvpOyIQQQpurqysOHz6MUaNG4dixY5gzZw62bNmC48ePIzY2FuXKlYOtrS0uXbqEy5cvY8OGDcp7SUKtVuPOnTu4ffs2MjMzUb16dZ3PT01NRYkSJZSfnz9/DhcXF3Tv3h0LFy7U2ffatWto1KiRzrYmTZro/JyZmYnZs2djy5YtePjwIdLS0pCamopChQop+/Tr1w8NGzbEw4cPUb58eaxZswaffvqprDYuRB4iCZEQIk9xc3NDYGAgLl26BDMzM9jZ2cHNzQ2HDx9GXFwcXF1dAQDJyckYMGAAhg8f/spnVKpUCZcvX4apqSnOnz8PU1NTndeLFCmi/N/c3BweHh4IDg7GmDFjUL58+Tcqr7+/PxYtWoSFCxeidu3aKFy4MEaMGIG0tDRlHycnJzg6OmLt2rXw9PTE1atXERIS8ka/RwjxbklCJITIUzTjiBYsWKAkP25ubpg7dy7i4uIwatQoAEC9evXw559/olq1atl+jpOTEzIzMxEdHQ0XF5ccf5+JiQnWrVuH7t27w93dHYcPH0a5cuUAADVr1tQZ+wMAp0+f1vn5xIkTaN++vTLQW61WIzw8HPb29jr7+fn5YeHChXj48CE8PDxQsWLFN4iKEOJdk0HVQog8pVixYqhTpw42bNgANzc3AEDz5s1x4cIFhIeHK0nSuHHjcPLkSQwdOhRhYWGIiIjArl27lEHV1atXR48ePdC7d2/s2LEDd+7cwdmzZzFnzpxXemdMTU2xYcMGODo6okWLFoiKigIADBw4EBERERgzZgxu3LiBjRs3Ys2aNTrvtbW1RWhoKE6ePIlr165hwIABePLkySvfq3v37njw4AFWrlwpg6mFyIMkIRJC5Dmurq7IzMxUEqLixYvD3t4eZcqUQY0aNQAAderUwZEjRxAeHg4XFxc4OTlhypQpSu8OAPz444/o3bs3Ro0ahRo1aqBDhw44d+4cKlWq9MrvLFCgAIKCglCrVi20aNEC0dHRqFSpErZv346dO3fC0dERy5cvx+zZs3XeN3nyZNSrVw9eXl5wc3NDmTJl0KFDh1c+38rKCp06dUKRIkWyfV0IoV8qktR3IYQQwhi0bNkStWrVwvfff6/vogghXiIJkRBCvGNxcXE4fPgwOnfujD///FPp5RJC5B0yqFoIId4xJycnxMXF4ZtvvpFkSIg8SnqIhBBCCGH0ZFC1EEIIIYyeJERCCCGEMHqSEAkhhBDC6ElCJIQQQgijJwmREEIIIYyeJERCCCGEMHqSEAkhhBDC6ElCJIQQQgijJwmREEIIIYze/wDqzyvaAxXj2wAAAABJRU5ErkJggg==",
|
||
"text/plain": [
|
||
"<Figure size 640x480 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"df_ma[\"weekday\"] = df_ma[\"t\"].dt.day_name()\n",
|
||
"\n",
|
||
"def buga_period(y):\n",
|
||
" start = pd.Timestamp(f\"{y}-04-14\", tz=\"Europe/Berlin\")\n",
|
||
" end = pd.Timestamp(f\"{y}-10-08\", tz=\"Europe/Berlin\")\n",
|
||
" return df_ma[(df_ma[\"t\"] >= start) & (df_ma[\"t\"] <= end)]\n",
|
||
"\n",
|
||
"df_buga_2023 = buga_period(2023)\n",
|
||
"df_buga_2022 = buga_period(2022)\n",
|
||
"\n",
|
||
"sns.boxplot(data=pd.concat([df_buga_2022.assign(year=\"2022\"),df_buga_2023.assign(year=\"2023\")]), x=\"weekday\", y=\"metric\", hue=\"year\")\n",
|
||
"plt.xticks(rotation=45)\n",
|
||
"plt.title(\"Weekday Bike Counts During BUGA vs. 2022\")\n",
|
||
"plt.show()\n"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 15,
|
||
"id": "eed0fab8",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 640x480 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"sns.barplot(df_ma[df_ma[\"counter_site\"] == \"Renzstraße\"],x=\"year\", y=\"channels_all\")\n",
|
||
"# sns.barplot(df_ma[df_ma[\"counter_site\"] == \"Kurpfalzbrücke\"],x=\"year\", y=\"channels_all\")\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 16,
|
||
"id": "ab084d8d",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 1000x700 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"station_sum = df_ma.groupby(\"short_labels\")[\"channels_all\"].sum().sort_values(ascending=False)\n",
|
||
"year_counts = df_ma.groupby(\"short_labels\")[\"year\"].nunique()\n",
|
||
"year_counts = year_counts[station_sum.index] # Reorder year_counts to match the sorted station_sum\n",
|
||
"\n",
|
||
"plt.figure(figsize=(10, 7))\n",
|
||
"sns.barplot(x=station_sum.index, y=station_sum.values, hue=year_counts)\n",
|
||
"plt.xticks(rotation=75)\n",
|
||
"plt.xlabel(\"Station\")\n",
|
||
"plt.ylabel(\"Total observations (2014-2024) in millions\")\n",
|
||
"plt.title(\"Total observations per station (Mannheim)\")\n",
|
||
"plt.tight_layout()\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"id": "c4a88437",
|
||
"metadata": {},
|
||
"source": [
|
||
"### Größtes Radverkehrsaufkommen nach Städten\n",
|
||
"\n",
|
||
"Da die Zählstellen zu unterschiedlichen Zeitpunkten in Betrieb genommen wurden, wurde für vergleichende Analysen ein gemeinsamer Beobachtungszeitraum definiert. Hierzu wurde für jede Zählstelle das erste Jahr mit verfügbaren Messdaten bestimmt. In der Analyse wurden ausschließlich Zählstellen berücksichtigt, die spätestens ab dem Jahr 2018 Daten aufweisen."
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 17,
|
||
"id": "65437931",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 1000x600 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 1500x600 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"station_coverage = (\n",
|
||
" df.groupby(\"counter_site\")\n",
|
||
" .agg(\n",
|
||
" first_year=(\"year\", \"min\"),\n",
|
||
" last_year=(\"year\", \"max\"),\n",
|
||
" n_observations=(\"year\", \"count\")\n",
|
||
" )\n",
|
||
" .reset_index()\n",
|
||
")\n",
|
||
"\n",
|
||
"station_coverage.sort_values(\"first_year\")\n",
|
||
"valid_stations = station_coverage[\n",
|
||
" station_coverage[\"first_year\"] <= 2018\n",
|
||
"][\"counter_site\"]\n",
|
||
"\n",
|
||
"df_common = df[\n",
|
||
" (df[\"counter_site\"].isin(valid_stations)) &\n",
|
||
" (df[\"year\"] >= 2018)\n",
|
||
"]\n",
|
||
"plt.figure(figsize=(10, 6))\n",
|
||
"sns.histplot(station_coverage[\"first_year\"], bins=range(2013, 2026))\n",
|
||
"plt.xlabel(\"Startjahr der Zählstelle\")\n",
|
||
"plt.ylabel(\"Anzahl der Zählstellen\")\n",
|
||
"plt.title(\"Jährlicher Zuwachs der Fahrradzählstellen in BaWü\")\n",
|
||
"plt.show()\n",
|
||
"\n",
|
||
"# Top 10 Zählstellen\n",
|
||
"avg_df_common = (\n",
|
||
" df_common.groupby([\"counter_site\", \"domain_name\"], as_index=False)\n",
|
||
" .agg(avg_daily_counts=(\"channels_all\", \"mean\"))\n",
|
||
")\n",
|
||
"\n",
|
||
"# Top 10 Zählstellen basierend auf dem durchschnittlichen täglichen Fahrradverkehr\n",
|
||
"top10_common = avg_df_common.sort_values(\"avg_daily_counts\", ascending=False).head(10)\n",
|
||
"\n",
|
||
"# Visualisierung der Top 10 Zählstellen\n",
|
||
"plt.figure(figsize=(15, 6))\n",
|
||
"sns.barplot(\n",
|
||
" data=top10_common,\n",
|
||
" y=\"counter_site\",\n",
|
||
" x=\"avg_daily_counts\",\n",
|
||
" hue=\"domain_name\"\n",
|
||
")\n",
|
||
"\n",
|
||
"plt.ylabel(\"Zählstelle\")\n",
|
||
"plt.xlabel(\"Durchschnittliche Fahrradfahrten pro Tag\")\n",
|
||
"plt.title(\"Top 10 Zählstellen mit dem höchsten durchschnittlichen Fahrradverkehr\\n(2018 und später)\")\n",
|
||
"plt.tight_layout()\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 18,
|
||
"id": "d239120a",
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": [
|
||
"# TODO welche Station hat den größten Messwertsprung innerhalb eines Jahres erlebt -> woran lag das"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 19,
|
||
"id": "ad8639cd",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"['Kurpfalzbrücke', 'Renzstraße', 'Konrad-Adenauer…', 'Jungbuschbrücke', 'Schlosspark Lin…', 'Neckarauer Über…']\n",
|
||
"6\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 2000x1000 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"Renzstraße - Höchster Wert:\n",
|
||
"date 2018-04-10\n",
|
||
"channels_all 7638\n",
|
||
"Name: 239807, dtype: object\n",
|
||
"Kurpfalzbrücke - Höchster Wert:\n",
|
||
"date 2018-04-10\n",
|
||
"channels_all 10558\n",
|
||
"Name: 245866, dtype: object\n",
|
||
"am 11.04.2018 gab es in Mannheim einen Warnstreik im öffentlichen Dienst und mehrere tausend Menschen nahmen an Demonstrationen teil.\n",
|
||
"Das erklärt die Ausreißer bei den Fahrradzählungen an diesem Tag.\n"
|
||
]
|
||
}
|
||
],
|
||
"source": [
|
||
"max_length = 15\n",
|
||
"\n",
|
||
"top5 = station_sum[:6] # oder besser: station_sum.head(5)\n",
|
||
"top5_names = top5.index.tolist()\n",
|
||
"print(top5_names)\n",
|
||
"\n",
|
||
"mask_top5 = df_ma[\"short_labels\"].isin(top5_names)\n",
|
||
"df_ma_top = df_ma[mask_top5]\n",
|
||
"\n",
|
||
"print(df_ma_top[\"counter_site\"].nunique())\n",
|
||
"plt.figure(figsize=(20, 10))\n",
|
||
"sns.boxplot(data=df_ma_top, notch=True, x=\"short_labels\", y=\"channels_all\")\n",
|
||
"plt.xticks(rotation=0)\n",
|
||
"plt.ylabel(\"Fahrradpassagen\")\n",
|
||
"plt.xlabel(\"Stationen\")\n",
|
||
"plt.title(\"Tägliche Beobachtungen der sechs beliebtesten Stationen in Mannheim (Stadt Mannheim - 2014-2024)\")\n",
|
||
"plt.tight_layout()\n",
|
||
"plt.show()\n",
|
||
"\n",
|
||
"\n",
|
||
"\n",
|
||
"\n",
|
||
"df[\"timestamp\"] = pd.to_datetime(df_ma[\"iso_timestamp\"])\n",
|
||
"#Renzstraße\n",
|
||
"renz = df_ma[df_ma[\"counter_site\"] == \"Renzstraße\"]\n",
|
||
"renz_max = renz.loc[renz[\"channels_all\"].idxmax()]\n",
|
||
"print(\"Renzstraße - Höchster Wert:\")\n",
|
||
"print(renz_max[[\"date\", \"channels_all\"]])\n",
|
||
"\n",
|
||
"#Kurpfalzbrücke\n",
|
||
"kurp = df_ma[df_ma[\"counter_site\"] == \"Kurpfalzbrücke\"]\n",
|
||
"kurp_max = kurp.loc[kurp[\"channels_all\"].idxmax()]\n",
|
||
"print(\"Kurpfalzbrücke - Höchster Wert:\")\n",
|
||
"print(kurp_max[[\"date\", \"channels_all\"]]) \n",
|
||
"\n",
|
||
"print(\"am 11.04.2018 gab es in Mannheim einen Warnstreik im öffentlichen Dienst und mehrere tausend Menschen nahmen an Demonstrationen teil.\")\n",
|
||
"print(\"Das erklärt die Ausreißer bei den Fahrradzählungen an diesem Tag.\")\n",
|
||
"\n"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 20,
|
||
"id": "de88a7d7",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 1579.86x1500 with 42 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"df_ma['day_of_week'] = df_ma['timestamp'].dt.dayofweek # 0=Monday, 6=Sunday\n",
|
||
"df_ma['month'] = df_ma['timestamp'].dt.month\n",
|
||
"df_ma['is_weekend'] = df_ma['day_of_week'].isin([5, 6]).astype(int) # 1 if weekend, 0 if weekday\n",
|
||
"# You can manually add holidays or use a library like `holidays` to check if the day is a public holiday.\n",
|
||
"de_holidays = holidays.Germany(years=2023) # For Germany, for example\n",
|
||
"df_ma['is_holiday'] = df_ma['timestamp'].dt.date.isin(de_holidays.keys()).astype(int)\n",
|
||
"\n",
|
||
"\n",
|
||
"variables = ['day_of_week','month','is_weekend', 'is_holiday', 'channels_all', 'site_temperature', 'site_rain_accumulation']\n",
|
||
"\n",
|
||
"# Create the scatterplot matrix using Seaborn's pairplot\n",
|
||
"sns.pairplot(df_ma[variables], diag_kind='kde', plot_kws={'alpha': 0.5, 's': 50}, hue=\"is_holiday\")\n",
|
||
"\n",
|
||
"# Customize the plot\n",
|
||
"plt.suptitle('Matrix Scatterplot of Bike Counting Data', fontsize=16)\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 21,
|
||
"id": "121023cc",
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": [
|
||
"# is_weekend und channels_all vergleichen\n",
|
||
"sum_weekdays = sum(df_ma[df_ma[\"is_weekend\"]==0][\"channels_all\"])\n",
|
||
"sum_weekends = sum(df_ma[df_ma[\"is_weekend\"]==1][\"channels_all\"])\n",
|
||
"num_weekdays = len(df_ma[df_ma[\"is_weekend\"]==0])# Since each row is an hour, divide by 24 to get the number of days\n",
|
||
"num_weekends = len(df_ma[df_ma[\"is_weekend\"]==1]) \n",
|
||
"avg_weekdays = sum_weekdays / num_weekdays\n",
|
||
"avg_weekends = sum_weekends / num_weekends\n",
|
||
"\n"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"id": "6e6c3493",
|
||
"metadata": {},
|
||
"source": [
|
||
"# Korrelation zwischen Temperatur und Fahrradnutzung"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 30,
|
||
"id": "95626fa7",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 1500x500 with 2 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"Pearson: 0.202\n",
|
||
"Spearman: 0.223\n",
|
||
"Pearson: 0.195\n",
|
||
"Spearman: 0.272\n"
|
||
]
|
||
}
|
||
],
|
||
"source": [
|
||
"fig, axs = plt.subplots(1,2,figsize=(15, 5))\n",
|
||
"sns.scatterplot(data=df_ma, y=\"site_rain_accumulation\", x=\"channels_all\", ax=axs[0])\n",
|
||
"sns.regplot(data=df_ma, x=\"site_rain_accumulation\", y=\"channels_all\",scatter_kws={'s': 10}, line_kws={'color': 'red'}, ax=axs[1])\n",
|
||
"plt.xlabel(\"Site temperature\")\n",
|
||
"plt.ylabel(\"Bike counts\") \n",
|
||
"axs[0].set_title(\"Temperature vs. bicycle counts (Stadt Mannheim)\")\n",
|
||
"plt.tight_layout()\n",
|
||
"plt.show()\n",
|
||
"# Pearson\n",
|
||
"pearson_ma = df_ma[[\"channels_all\", \"site_temperature\"]].corr(method=\"pearson\").loc[\"channels_all\", \"site_temperature\"]\n",
|
||
"\n",
|
||
"# Spearman\n",
|
||
"spearman_ma = df_ma[[\"channels_all\", \"site_temperature\"]].corr(method=\"spearman\").loc[\"channels_all\", \"site_temperature\"]\n",
|
||
"\n",
|
||
"print(f\"Pearson: {pearson_ma:.3f}\")\n",
|
||
"print(f\"Spearman: {spearman_ma:.3f}\")\n",
|
||
"\n",
|
||
"# Drop all nan values in site_temperature from big dataframe\n",
|
||
"df[\"site_temperature\"] = df[\"site_temperature\"].replace([\"na\", \"NA\", \"Na\"], np.nan)\n",
|
||
"df = df.dropna(subset=[\"site_temperature\"])\n",
|
||
"pearson_all = df[[\"channels_all\", \"site_temperature\"]].corr(method=\"pearson\").loc[\"channels_all\", \"site_temperature\"]\n",
|
||
"spearman_all = df[[\"channels_all\", \"site_temperature\"]].corr(method=\"spearman\").loc[\"channels_all\", \"site_temperature\"]\n",
|
||
"\n",
|
||
"print(f\"Pearson: {pearson_all:.3f}\")\n",
|
||
"print(f\"Spearman: {spearman_all:.3f}\")"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"id": "3fe1513a",
|
||
"metadata": {},
|
||
"source": [
|
||
"#### Die insgesamte Korrelation zwischen der Temperatur und der Fahrradnutzung in Mannheim beträgt nach Pearson 0.202.\n",
|
||
"#### Betrachtet man jedoch die Korrelation der einzelnen der Messstationen so ergeben sich folgende Werte."
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": null,
|
||
"id": "46404807",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
" counter_site pearson_corr\n",
|
||
"1 B38. RI. AUS 0.011942\n",
|
||
"15 Lindenhofüberführung 0.235979\n",
|
||
"25 Theodor-Heuss-Anlage. RI. AUS 0.393459\n",
|
||
"21 Renzstraße 0.445103\n",
|
||
"19 Neckarauer Übergang -Schwetzinger Str. 0.486533\n",
|
||
"5 Feudenheimerstr. stadteinwärts 0.510540\n",
|
||
"27 Theodor-Heuss-Anlage. RI. IN. 0.510875\n",
|
||
"7 Feudenheimstr. stadtauswärts 0.533080\n",
|
||
"13 Kurpfalzbrücke 0.548310\n",
|
||
"9 Jungbuschbrücke 0.557844\n",
|
||
"11 Konrad-Adenauer-Brücke 0.568114\n",
|
||
"17 Luzenbergstr. 0.584917\n",
|
||
"3 Fernmeldeturm. 0.619432\n",
|
||
"23 Schlosspark Lindenhof (Richtung Jugendherberge) 0.629848\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
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",
|
||
"text/plain": [
|
||
"<Figure size 1000x500 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"corr_per_station = (\n",
|
||
" df_ma.groupby(\"counter_site\")[[\"channels_all\", \"site_temperature\"]]\n",
|
||
" .corr(method=\"pearson\")\n",
|
||
" .reset_index()\n",
|
||
")\n",
|
||
"\n",
|
||
"# Nur die Zeilen channels_all vs. site_temperature extrahieren\n",
|
||
"corr_per_station = corr_per_station[\n",
|
||
" (corr_per_station[\"level_1\"] == \"site_temperature\") &\n",
|
||
" (corr_per_station[\"counter_site\"].notna())\n",
|
||
"][[\"counter_site\", \"channels_all\"]].rename(columns={\"channels_all\": \"pearson_corr\"})\n",
|
||
"\n",
|
||
"print(corr_per_station.sort_values(\"pearson_corr\"))\n",
|
||
"\n",
|
||
"corr_per_station_sorted = corr_per_station.sort_values(\"pearson_corr\")\n",
|
||
"\n",
|
||
"plt.figure(figsize=(10, 5))\n",
|
||
"plt.barh(corr_per_station_sorted[\"counter_site\"], corr_per_station_sorted[\"pearson_corr\"])\n",
|
||
"plt.xlabel(\"Pearson correlation (site_temperature vs. channels_all)\")\n",
|
||
"plt.ylabel(\"Station\")\n",
|
||
"plt.title(\"Correlation between temperature and bicycle counts by station\")\n",
|
||
"plt.tight_layout()\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"id": "faf7f222",
|
||
"metadata": {},
|
||
"source": [
|
||
"An den meisten Stationen ist die Korrelation positiv (d.h. wärmere Tage → mehr Radverkehr).“\n",
|
||
"„Die Stärke variiert jedoch deutlich zwischen den Stationen (von ~0 bis ~0.63).“\n",
|
||
"„Insbesondere an Stationen X, Y, Z ist der Zusammenhang besonders stark.“"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": null,
|
||
"id": "56606822",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"name": "stderr",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"/tmp/ipykernel_1589771/3267416270.py:14: FutureWarning: \n",
|
||
"\n",
|
||
"Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `x` variable to `hue` and set `legend=False` for the same effect.\n",
|
||
"\n",
|
||
" sns.violinplot( data=df_ma, x=\"rain_category\", y=\"channels_all\",palette=\"Blues\", legend = False, ax=axs[1])\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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7VlGs/17e12vy008/FQGICxcudLdxOp3iiBEj6pzjfv36icnJyWJxcbF72b59+0SZTCbecccd7mUNnffmvJ5EFHwczoUojP7f//t/dZbV7A1rtVpRVFSESy+9FADwyy+/NLrPnj17YujQoe7HSUlJuPDCC5Gdnd3gdiNGjEBiYiJWrVrlXlZaWooNGzbglltucS+LjY3FmTNn6h0Swh+DBw9G//793Y87duyIcePGYf369XWGk5Bs2LABFRUVePzxx+uMzVizZ8Qdd9yBnTt34tixY+5lK1asQHp6OoYPH96kfdW2evVqxMTEYNSoUSgqKnL/6d+/P/R6PTZt2lTvtoWFhdiyZQvuvvtudOzY0esxnU4nvv32W4wfPx6ZmZnu9ampqbjtttvw008/wWg01nuMhvh7nQBw9+T56quvYLfbm3Tc4uJixMXF1Vk+atQobN++HX/961+xb98+vPjii8jKykL79u3x5Zdf+rTvmn937HY7iouL0bVrV8TGxnr83fnmm29w6aWX4pJLLnEvS0pKwqRJk5r0XBoSFxeHq6++Gh999BGA6l5Ml112Wb2TLtWs3Ww2o6ioCJdddhlEUfT6lc7avzuGDh3q9bW75ZZbPM639Jp7a9vYPptzvUvuuOMOj97qgwYNgiiKdYYCGjRoEE6fPg2Hw+GxXHouRUVFjR6LiIiIfPfGG29gw4YN2LBhA/7zn//gyiuvxD333OPTNw0B4MCBAxg+fDg6deqE7777zuP+Y/Xq1Rg6dCji4uI87iFGjhwJp9NZZxjHmny5T//5559RUFCABx54wKPNtddei+7du+Prr79uyqnw0JR7qdpiY2NhNpuxYcMGv449fvx4j57Hl1xyCQYNGoRvvvnGveyOO+5ATk6Ox33YihUroNVqMWHCBJ+OE0nvST/99FMIgoCnnnqqzrqa78tq1id9i2L48OHIzs5GeXl5o/X5ek2uW7cOSqUS9957r3tbmUzm7u0uyc3Nxd69e3HnnXciPj7evbxPnz4YNWqUx2sm8XbeA/F6ElHwMEQnCqPOnTvXWVZSUoKHHnoIKSkp0Gq1SEpKcrfz5YagdiALVAdPjY3RrVAoMGHCBPzvf/9zj0X82WefwW63e4Tof//736HX63HJJZegW7dumDZtGrZu3dpoXQ3p1q1bnWUXXHABKisrvY5nDsAdijc09AdQfeOrVquxYsUKANXn8KuvvsKkSZPcN2K+7qu2o0ePory8HMnJyUhKSvL4YzKZGpwQU7qBbOiYhYWFqKysxIUXXlhnXY8ePeByuXD69Okm1Szx9zoBgOHDh2PChAmYO3cuEhMTMW7cOCxfvtzrGNbeiOe+JlrbwIED8dlnn6G0tBS7du3C7NmzUVFRgRtvvBGHDh1qdL8WiwVz5sxxj2uYmJiIpKQklJWVefzdOXnypNdrztt5bo7bbrsNGzZswKlTp/DFF180OCzQqVOn3Dfd0pjk0oc8tf/eS2ND1lTfa1f7dZbeBNZu68s+m3O911dPTEwMACA9Pb3OcpfLVee5S9dOY18hJiIioqa55JJLMHLkSIwcORKTJk3C119/jZ49e2L69OmoqqpqdPuxY8ciOjoa69evh8Fg8Fh39OhRrFu3rs79w8iRIwE0PIm8L/fpJ0+eBOD9Xq579+7u9f7w9V7KmwceeAAXXHABxowZgw4dOuDuu+/GunXrfD52fe+Rao4/PmrUKKSmprrf67hcLnz00UcYN24coqOjfTpOJL0nPXbsGNLS0jyCaG+2bt2KkSNHusceT0pKwj/+8Q+f6/P1mjx58iRSU1Pdw0JKunbt6vG4oWuwR48eKCoqgtls9lju7bwH4vUkouDhmOhEYVR7DGYAuPnmm7Ft2zY89thj6NevH/R6PVwuF66++mqfJt6pb3b0+oLLmiZOnIi3334ba9euxfjx4/Hf//4X3bt3R9++fd1tevTogSNHjuCrr77CunXr8Omnn+LNN9/EnDlzMHfu3EaPEWpxcXG47rrrsGLFCsyZMweffPIJbDZbk8d39MblciE5Odl9k1Nb7VAymOoLFevryd+c60QQBHzyySfYsWMH1qxZg/Xr1+Puu+/Gyy+/jB07dkCv19e7bUJCQqM3zyqVCgMHDsTAgQNxwQUX4K677sLq1au99kip6cEHH8Ty5cvx8MMPY/DgwYiJiYEgCJg4caLPk1YF0l//+leo1WpMnjwZNpsNN998s9d2TqcTo0aNQklJCf7+97+je/fu0Ol0OHv2LO688846tdf32nnj6+vsyz4Dcb3Xdxxf65SuncTExEaPRURERP6TyWS48sorsWjRIhw9erTRcawnTJiA999/HytWrMB9993nsc7lcmHUqFGYNWuW120vuOCCgNXdGEEQvN7vBuOeOTk5GXv37sX69euxdu1arF27FsuXL8cdd9yB999/v2mF10Mul+O2227DsmXL8Oabb2Lr1q3Iyclp0nudSHtP2phjx47hqquuQvfu3fHKK68gPT0dKpUK33zzDV599VWf6ouEa9LbeQ/E60lEwcMQnSiClJaWYuPGjZg7d67HhHpHjx4NyfGHDRuG1NRUrFq1Cpdffjm+//579yQsNel0Otxyyy245ZZbUFVVhRtuuAHPPfccZs+eXedrlr7w9vz++OMPREVF1RvMSZNJHjhwoE5PgNruuOMOjBs3Drt373ZP1FLzjUBT9lW7hu+++w5DhgzxehPUEGl4lgMHDtTbJikpCVFRUThy5EiddYcPH4ZMJnP34JV6xZSVlXlMnNScnjeN9fa99NJLcemll+K5557DypUrMWnSJHz88ce455576t2me/fuOH78uM81SJMH5ebmNlrXJ598gsmTJ+Pll192L7NarSgrK/Nol5GR4fWa83aem9PjWavVYvz48fjPf/6DMWPG1Bv8/vbbb/jjjz/w/vvv44477nAv9/erv8HSnOs9UKRrR5roloiIiIJHGlbNZDI12vall16CQqHAAw88gOjoaI9v4HXp0gUmk8ndy7cpfLlPl4bLO3LkCEaMGOGx7siRIx7D6cXFxXkdUiRY98wqlQpjx47F2LFj4XK58MADD+Dtt9/Gk08+2ej7jvreI9WeoPKOO+7Ayy+/jDVr1mDt2rVISkpCVlaWX88FCO970i5dumD9+vUoKSmptzf6mjVrYLPZ8OWXX3r0ePc2tGB9r42v12RGRgY2bdqEyspKj97of/75Z512gPf3E4cPH0ZiYiJ0Ol2Dx5IE+vUkosDhcC5EEUT6xL72J/SNzVgfKDKZDDfeeCPWrFmDDz/8EA6Hw2MoF6B6TOuaVCoVevbsCVEU3eNjV1ZW4vDhwz6PW7x9+3aPsfVOnz6N//3vfxg9enS9vRhGjx6N6OhozJ8/H1ar1WNd7fMnBZgLFizA5s2b63yS35R91XTzzTfD6XTimWeeqbPO4XDUCW9rSkpKwrBhw/Duu+/i1KlTXo8pl8sxevRo/O9///P42mZ+fj5WrlyJyy+/3P11WekNRs0xJc1mc7N6uUg3erWfR2lpaZ3z0q9fPwBodEiXwYMH48CBA3Xabdq0yeu5lsYPrPnVSJ1O5/XcyuXyOvtYvHhxnZ5F11xzDXbs2IFdu3a5lxUWFnrtYV3fsXz16KOP4qmnnsKTTz5Zbxtvf+9FUcSiRYv8Pm4wNOd6D5Q9e/ZAEAQMHjw46MciIiJqy+x2O7799luoVCqfPrwWBAFLly7FjTfeiMmTJ3vMaXPzzTdj+/btWL9+fZ3tysrK6syBUpMv9+kDBgxAcnIy3nrrLY97zLVr1+L333/Htdde617WpUsXHD582GPIyH379jVreMr67plrv2+SyWTo06cPgMbvmQHgiy++wNmzZ92Pd+3ahZ07d2LMmDEe7fr06YM+ffrg3//+Nz799FNMnDgRCoX//SXD+Z50woQJEEXR6zeca75Hql1feXk5li9fXmeb+u7lfb0ms7KyYLfbsWzZMvd6l8uFN954w2Ob1NRU9OvXD++//77H8Q4cOIBvv/0W11xzTQPP2lOgX08iChz+TSSKIAaDAcOGDcOLL74Iu92O9u3b49tvv21Sz93muuWWW7B48WI89dRTuOiii+rcNI8ePRrt2rXDkCFDkJKSgt9//x2vv/46rr32Wvc4bbt27cKVV16Jp556Ck8//XSjx+zduzeysrIwY8YMqNVqvPnmmwDQ4PAwBoMBr776Ku655x4MHDgQt912G+Li4rBv3z5UVlZ6hMdKpRITJ07E66+/DrlcjltvvdXvfdU0fPhw3HfffZg/fz727t2L0aNHQ6lU4ujRo1i9ejUWLVqEG2+8sd7n8Nprr+Hyyy/HX/7yF0ydOhWdO3fGiRMn8PXXX2Pv3r0AgGeffRYbNmzA5ZdfjgceeAAKhQJvv/02bDYbXnzxRfe+Ro8ejY4dO2LKlCl47LHHIJfL8e677yIpKalOSO+rfv36QS6XY8GCBSgvL4darcaIESOwcuVKvPnmm7j++uvRpUsXVFRUYNmyZTAYDI3eII4bNw7PPPMMNm/ejNGjR7uXP/jgg6isrMT111+P7t27o6qqCtu2bcOqVavQqVMn3HXXXe62/fv3x3fffYdXXnkFaWlp6Ny5MwYNGoTrrrsOH374IWJiYtCzZ09s374d3333HRISEjxqmDVrFj788ENcffXVeOihh6DT6bB06VJkZGRg//79Hm379++PJUuW4Nlnn0XXrl2RnJxcp4dTQ/r27esxHJI33bt3R5cuXfDoo4/i7NmzMBgM+PTTT30aazOUmnu9B8KGDRswZMiQOq8pERERNc/atWtx+PBhANXjQa9cuRJHjx7F448/XmeM8/rIZDL85z//wfjx43HzzTfjm2++wYgRI/DYY4/hyy+/xHXXXYc777wT/fv3h9lsxm+//YZPPvkEJ06cqPcbe77cpyuVSixYsAB33XUXhg8fjltvvRX5+flYtGgROnXqhEceecS9v7vvvhuvvPIKsrKyMGXKFBQUFOCtt95Cr169YDQa/Tp3/fv3BwDMmDEDWVlZkMvlmDhxIu655x6UlJRgxIgR6NChA06ePInFixejX79+Pn0w0bVrV1x++eW4//77YbPZsHDhQiQkJHgdguSOO+7Ao48+CgDNHvojnO9Jr7zyStx+++147bXXcPToUffwMT/++COuvPJKTJ8+HaNHj3b38L/vvvtgMpmwbNkyJCcne3x7Faj/Xt7Xa3L8+PG45JJL8Le//Q1//vknunfvji+//BIlJSUAPHu6v/TSSxgzZgwGDx6MKVOmwGKxYPHixYiJifHpPXFNgXw9iSiARCIKuaeeekoEIBYWFtZZd+bMGfH6668XY2NjxZiYGPGmm24Sc3JyRADiU0895W63fPlyEYB4/Phx97KMjAzx2muvrbPP4cOHi8OHD/epNpfLJaanp4sAxGeffbbO+rffflscNmyYmJCQIKrVarFLly7iY489JpaXl7vbbNq0qU699QEgTps2TfzPf/4jduvWTVSr1eLFF18sbtq0yaOdt+criqL45Zdfipdddpmo1WpFg8EgXnLJJeJHH31U5zi7du0SAYijR4+ut5bG9jV58mQxIyOjznZLly4V+/fvL2q1WjE6Olq86KKLxFmzZok5OTmNPv8DBw64X2+NRiNeeOGF4pNPPunR5pdffhGzsrJEvV4vRkVFiVdeeaW4bdu2Ovvas2ePOGjQIFGlUokdO3YUX3nllWZfJ8uWLRMzMzNFuVwuAhA3bdok/vLLL+Ktt94qduzYUVSr1WJycrJ43XXXiT///HOjz1cURbFPnz7ilClTPJatXbtWvPvuu8Xu3buLer1eVKlUYteuXcUHH3xQzM/P92h7+PBhcdiwYaJWqxUBiJMnTxZFURRLS0vFu+66S0xMTBT1er2YlZUlHj58WMzIyHC3kezfv18cPny4qNFoxPbt24vPPPOM+M4779Q5V3l5eeK1114rRkdHiwAa/XskXc8N8fb3/9ChQ+LIkSNFvV4vJiYmivfee6+4b98+EYC4fPlyd7vJkyeLOp2u3n1Kjh8/LgIQX3rpJa811vy76es+Jb5c77WvJel3wurVqz32JV2fu3fvbvQclZWViSqVSvz3v/9dpyYiIiLyj/Rvcc0/Go1G7Nevn7hkyRLR5XJ5tK99H+Ht3+zKykpx+PDhol6vF3fs2CGKoihWVFSIs2fPFrt27SqqVCoxMTFRvOyyy8R//etfYlVVVaN1+nLPv2rVKvHiiy8W1Wq1GB8fL06aNEk8c+ZMnX395z//ETMzM0WVSiX269dPXL9+fZ37/KbcSzkcDvHBBx8Uk5KSREEQ3PdPn3zyiTh69GgxOTnZfX9+3333ibm5uQ0+15rHfvnll8X09HRRrVaLQ4cOFfft2+d1m9zcXFEul4sXXHBBg/uuKVLfkzocDvGll14Su3fvLqpUKjEpKUkcM2aMuGfPHnebL7/8UuzTp4+o0WjETp06iQsWLBDffffdJt3L+3pNFhYWirfddpsYHR0txsTEiHfeeae4detWEYD48ccfe9T+3XffiUOGDHFfp2PHjhUPHTrk0aah8y7x5/UkouATRDEAMzsQEUW4ffv2oV+/fvjggw9w++23h7ucNu3DDz/EtGnTcOrUKY/x24kasnDhQrz44os4duxY2MZkJyIiIopERUVFSE1NxZw5cxocRpAC44svvsD111+Pn376CUOGDAn4/vl6EkUmjolORG3CsmXLoNfrccMNN4S7lDZv0qRJ6NixY52xBInqY7fb8corr+CJJ55ggE5ERERUy3vvvQen08nOQkFgsVg8HjudTixevBgGgwF/+ctfgnJMvp5EkYljohNRq7ZmzRocOnQIS5cuxfTp032eFZ2CRyaT4cCBA+Eug1oQpVLp99j+RERERK3V999/j0OHDuG5557D+PHj0alTp3CX1Oo8+OCDsFgsGDx4MGw2Gz777DNs27YNzz//fMA7d/D1JIpsHM6FiFq1Tp06IT8/H1lZWfjwww/dk58SERERERG1ZFdccQW2bduGIUOG4D//+Q/at28f7pJanZUrV+Lll1/Gn3/+CavViq5du+L+++/H9OnTA34svp5EkY0hOhERERERERERERFRPTgmOhERERERERERERFRPRiiExERERERERERERHVo9VPLOpyuZCTk4Po6GgIghDucoiIiIioFRFFERUVFUhLS4NMxv4pwcD7eSIiIiIKFl/v51t9iJ6Tk4P09PRwl0FERERErdjp06fRoUOHcJfRKvF+noiIiIiCrbH7+VYfokdHRwOoPhEGgyHM1RARERFRa2I0GpGenu6+56TA4/08EREREQWLr/fzrT5El77yaTAYeNNNREREREHBYUaCh/fzRERERBRsjd3Pc+BGIiIiIiIiIiIiIqJ6MEQnIiIiIiIiIiIiIqoHQ3QiIiIiIiIiIiIionowRCciIiIiIiIiIiIiqgdDdCIiIiIiIiIiIiKiejBEJyIiIiIiIiIiIiKqB0N0IiIiIiIiIiIiIqJ6MEQnIiIiIiIiIiIiIqoHQ3QiIiIiIiIiIiIionowRCciIiIiIiIiIiIiqgdDdCIiIiIiIiIiIiKiejBEJyIiIiIiIiIiIiKqR9hD9LNnz+L//u//kJCQAK1Wi4suugg///yze70oipgzZw5SU1Oh1WoxcuRIHD16NIwVExEREREREREREVFbEdYQvbS0FEOGDIFSqcTatWtx6NAhvPzyy4iLi3O3efHFF/Haa6/hrbfews6dO6HT6ZCVlQWr1RrGyiNHbrkFh3KMyC23hOUYueUWbDlSiC1/FAS1hqYIxTmhpmtNr0trei5ERERERERERNQwRTgPvmDBAqSnp2P58uXuZZ07d3b/LIoiFi5ciCeeeALjxo0DAHzwwQdISUnBF198gYkTJ4a85kjy49FCrNmXA5PVAb1GgbF90zC0W1LIjvHj0UIs23IM2YVmAECXZD3uGZoZ8BoCVS+FT2t6XVrTcyEiIiIiIiIiosaFtSf6l19+iQEDBuCmm25CcnIyLr74Yixbtsy9/vjx48jLy8PIkSPdy2JiYjBo0CBs3749HCVHjNxyC9bsy4EoAplJeogisGZfTkB7xjZ0jNxyC1btPoVTJRboNUpEaxQ4WWzGf3efDlvv3FCcE2q61vS6tKbnQkREREQUKU6dOoXXXnsNNpst3KUQERF5FdYQPTs7G0uWLEG3bt2wfv163H///ZgxYwbef/99AEBeXh4AICUlxWO7lJQU97rabDYbjEajx5/WqNRsh8nqQIpBA7lMQIpBA5PVgVKzPSTHKDXbUWa2Qy4TEK1RQK9RQi4IKK2sCmgNgaqXwqc1vS6t6bkQEREREUWKF154AatWrcK6devCXQoREZFXYQ3RXS4X/vKXv+D555/HxRdfjKlTp+Lee+/FW2+95fc+58+fj5iYGPef9PT0AFYcOeJ0Sug1CuQbrXC6ROQbrdBrFIjTKUNyjDidErE6JZwuERVWB0xWO5yiiLgoVUBrCFS9FD6t6XVpTc+FiIiIiChS7N+/HwBQVlYW3kKIiIjqEdYQPTU1FT179vRY1qNHD5w6dQoA0K5dOwBAfn6+R5v8/Hz3utpmz56N8vJy95/Tp08HofLwS43RYmzfNAgCkF1ogiAAY/umITVGG5JjpMZoccvAjugYr4XJakeF1YGMBB1uHpge0BoCVS+FT2t6XVrTcyEiIiIiIiIiIt+EdWLRIUOG4MiRIx7L/vjjD2RkZAConmS0Xbt22LhxI/r16wcAMBqN2LlzJ+6//36v+1Sr1VCr1UGtO1IM7ZaErsl6lJrtiNMpgxLkNXQMad3RPBMgiOiWEh32MDEU54SarjW9Lq3puRARERERRRJRFMNdAhERkVdhDdEfeeQRXHbZZXj++edx8803Y9euXVi6dCmWLl0KABAEAQ8//DCeffZZdOvWDZ07d8aTTz6JtLQ0jB8/PpylRwypV3i4jhGK4zdVJNZEret1aU3PhYiIiIgoUgiCEO4SiIiIvApriD5w4EB8/vnnmD17NubNm4fOnTtj4cKFmDRpkrvNrFmzYDabMXXqVJSVleHyyy/HunXroNFowlg5EREREREREREREbUFYQ3RAeC6667DddddV+96QRAwb948zJs3L4RVERERERERERERERGFeWJRIiIiIiIiIiKAY6ITEVHkYohORERERERERGHHMdGJiChSMUQnIiIiIiIiIiIiIqoHQ3QiIiIiIiIiIiIionowRCciIiIiIiKisOOY6EREFKkYohMRERERERFR2HFMdCIiilQM0YmIiIiIiIiIiIiI6sEQnYiIiIiIiIjCjsO5EBFRpGKITkRERERERERERERUD4boRERERERERERERET1YIhORERERERERERERFQPhuhERERERERERERERPVgiE5EREREREREYScIQrhLICIi8oohOhERERERERERERFRPRiiExERERERERERERHVgyE6EREREREREYWdKIrhLoGIiMgrhuhEREREREREFHYcE52IiCIVQ3QiIiIiIiIiIiIionowRCciIiIiIiIiIiIiqgdDdCIiIiIiIiIiIiKiejBEJyIiIiIiIiIiIiKqB0N0IiIiIiIiIiIiIqJ6MEQnIiIiIiIiorATRTHcJRAREXnFEJ2IiIiIqJXZsmULxo4di7S0NAiCgC+++MJjvSiKmDNnDlJTU6HVajFy5EgcPXrUo01JSQkmTZoEg8GA2NhYTJkyBSaTyaPN/v37MXToUGg0GqSnp+PFF1+sU8vq1avRvXt3aDQaXHTRRfjmm28C/nyJqHUQBCHcJRAREXnFEJ2IiIiIqJUxm83o27cv3njjDa/rX3zxRbz22mt46623sHPnTuh0OmRlZcFqtbrbTJo0CQcPHsSGDRvw1VdfYcuWLZg6dap7vdFoxOjRo5GRkYE9e/bgpZdewtNPP42lS5e622zbtg233norpkyZgl9//RXjx4/H+PHjceDAgeA9eSJqcdgDnYiIIp0gtvJ/rYxGI2JiYlBeXg6DwRDucoiIiIioFWkJ95qCIODzzz/H+PHjAVSHVWlpafjb3/6GRx99FABQXl6OlJQUvPfee5g4cSJ+//139OzZE7t378aAAQMAAOvWrcM111yDM2fOIC0tDUuWLME///lP5OXlQaVSAQAef/xxfPHFFzh8+DAA4JZbboHZbMZXX33lrufSSy9Fv3798NZbb/lUf0s4x0TUPEOGDAEATJ06FZMnTw5zNURE1Jb4eq+pCGFNREREREQUZsePH0deXh5GjhzpXhYTE4NBgwZh+/btmDhxIrZv347Y2Fh3gA4AI0eOhEwmw86dO3H99ddj+/btGDZsmDtAB4CsrCwsWLAApaWliIuLw/bt2zFz5kyP42dlZdUZXqYmm80Gm83mfmw0GgEALpcLLperuU+fiCKQNIyLKIr8e05ERCHl6787DNGJiIiIiNqQvLw8AEBKSorH8pSUFPe6vLw8JCcne6xXKBSIj4/3aNO5c+c6+5DWxcXFIS8vr8HjeDN//nzMnTu3zvLCwkKP4WaIqPXo0qULRFGEUqlEQUFBuMshIqI2pKKiwqd2DNGJiIiIiChizJ4926P3utFoRHp6OpKSkjicC1ErlZ2dDVEU4XA46nyAR0REFEwajcandgzRiYiIiIjakHbt2gEA8vPzkZqa6l6en5+Pfv36udvU7g3qcDhQUlLi3r5du3bIz8/3aCM9bqyNtN4btVoNtVpdZ7lMJoNMJvPlKRJRCyOKontyUf49JyKiUPL13x3+60RERERE1IZ07twZ7dq1w8aNG93LjEYjdu7cicGDBwMABg8ejLKyMuzZs8fd5vvvv4fL5cKgQYPcbbZs2QK73e5us2HDBlx44YWIi4tzt6l5HKmNdBwiIuD8mOhERESRiiE6EREREVErYzKZsHfvXuzduxdA9WSie/fuxalTpyAIAh5++GE8++yz+PLLL/Hbb7/hjjvuQFpaGsaPHw8A6NGjB66++mrce++92LVrF7Zu3Yrp06dj4sSJSEtLAwDcdtttUKlUmDJlCg4ePIhVq1Zh0aJFHkOxPPTQQ1i3bh1efvllHD58GE8//TR+/vlnTJ8+PdSnhIiIiIjIbxzOhYiIiIiolfn5559x5ZVXuh9LwfbkyZPx3nvvYdasWTCbzZg6dSrKyspw+eWXY926dR5jQq5YsQLTp0/HVVddBZlMhgkTJuC1115zr4+JicG3336LadOmoX///khMTMScOXMwdepUd5vLLrsMK1euxBNPPIF//OMf6NatG7744gv07t07BGeBiIiIiCgwBFEaeKyVMhqNiImJQXl5OSciIiIiIqKA4r1m8PEcE7V+Q4cOhcvlwr333os777wz3OUQEVEb4uu9JodzISIiIiIiIqKw49joREQUqRiiExERERERERERERHVgyE6EREREREREREREVE9GKITERERERERUdhIU7W18inbiIioBWOITkRERERERERERERUD4boRERERERERERERET1YIhORERERERERERERFQPhuhERERERERERERERPVgiE5ERERERNQG5ObmYubMmTh58mS4SyHyIE0oKghCmCshIiLyjiE6ERERERFRG7B8+XLs3LkTS5YsCXcpRERERC0KQ3QiIiIiIqI2oLy8HABQUlIS5kqIvJN6pBMREUUahuhERERERERtAANKinQczoWIiCIVQ3QiIiIiIqI2hGE6ERERUdMwRCciIiIiImpD2NuXiIiIqGkYohMRERERERFR2Egf7PBbEkREFKkYohMREREREbUBDCop0vFbEkREFKnCGqI//fTTEATB40/37t3d661WK6ZNm4aEhATo9XpMmDAB+fn5YayYiIiIiIioZWNQSURERNQ0Ye+J3qtXL+Tm5rr//PTTT+51jzzyCNasWYPVq1dj8+bNyMnJwQ033BDGaomIiIiIiIiIiIioLVGEvQCFAu3atauzvLy8HO+88w5WrlyJESNGAACWL1+OHj16YMeOHbj00ktDXSoREREREVGLx+FcKFLx2iQiokgV9p7oR48eRVpaGjIzMzFp0iScOnUKALBnzx7Y7XaMHDnS3bZ79+7o2LEjtm/fHq5yW5TccgsO5RiRW26p9+fa7QJ5zNaotT+/puC5ICIiImqZOJwLRSpem0REFKnC2hN90KBBeO+993DhhRciNzcXc+fOxdChQ3HgwAHk5eVBpVIhNjbWY5uUlBTk5eXVu0+bzQabzeZ+bDQag1V+RPvxaCHW7MuByeqAucoBURShVythstkhCAJ0KgX0GgU6JUThRHElTFYH9BoFxvZNw9BuSc0+ZnP3FYla+/NrCp4LIiIiopZH6uXL3r5ERERETRPWnuhjxozBTTfdhD59+iArKwvffPMNysrK8N///tfvfc6fPx8xMTHuP+np6QGsuGXILbdgzb4ciCKQYlDjZLEZp0os0KkUOFViwcliM1IMalRWObD65zMw2xzITNJDFIE1+3L86llc85jN3Vckau3Pryl4LoiIiIiIKBj4AQ8REUWqsA/nUlNsbCwuuOAC/Pnnn2jXrh2qqqpQVlbm0SY/P9/rGOqS2bNno7y83P3n9OnTQa468pSa7TBZHUgxaGBziJALAuQyAaYqB+QyAXJBgM0hQq9SwmJ3IlqjhFwmIMWggcnqQKnZ3qxjNndfkai1P7+m4LkgIiIiIqJg4HAuFInsdr7XJaIIC9FNJhOOHTuG1NRU9O/fH0qlEhs3bnSvP3LkCE6dOoXBgwfXuw+1Wg2DweDxp62J0ymh1yiQb7RCrRDgFEU4XSL0KgWcLhFOUYRaIcBUZYdWKUeF1Q6nS0S+0Qq9RoE4nbJZx2zuviJRa39+TcFzQURERERERG3BW2+9hb/+9a8wm83hLoWIwiysIfqjjz6KzZs348SJE9i2bRuuv/56yOVy3HrrrYiJicGUKVMwc+ZMbNq0CXv27MFdd92FwYMH49JLLw1n2REvNUaLsX3TIAhAvtGGjAQdOsZrYa5yoGO8FhkJOuQbbYhSKXDTgA7QqRXILjRBEICxfdOQGqNt1jGbu69I1NqfX1PwXBARERG1TOzlS0TUNB9++CGMRiNyc3PDXQoRhVlYJxY9c+YMbr31VhQXFyMpKQmXX345duzYgaSk6gkKX331VchkMkyYMAE2mw1ZWVl48803w1lyizG0WxK6JutRara7ewh7+zk1RovccovH40Ads7WFqq39+TUFzwURERFRy8UwnYiIiKhpwhqif/zxxw2u12g0eOONN/DGG2+EqKLWJTVG6xFuNvRzoELQQO4rErX259cUPBdERERELYs0aSMnbyQiahr+3iSiiBoTnYiIiIiIiIiIKJLwGzxExBCdiIiIiIioDWAIREREROQfhuhERERERERtAIcjoEjHa5QiFa9NImKITkRERERERERhx29LUKTitUlEDNGJiIiIiIjaAPakJCIiIvIPQ3QiIiIiIqI2wGKxAABcLleYKyHyjh/0UKTitUlEDNGJiIiIiIjaAClEt1qtYa6EyDsOmUGRitcmETFEJyIiIiIiagOkEL2ysjLMlRB5knr5srcvERFFKoboREREREREbYDJZAIAmM3mMFdCRNSy8AMeImKITkRERERE1AbUDNGdTmeYqyE6j0NlUKRjiE5EDNGJiIiIiIhaObvdDpvN5n7M3ugUSRhQEhFRpGOITkRERERE1MqVl5d7PDYajWGqhKguqSc6vyFBkcrlcoW7BCIKM4boRERERERErVztEL2srCw8hRA1wOFwhLsEIq/4AQ9FmuzsbOzduzfcZbQpinAXQERERERERMElhebaKB0slWaG6BSR7HZ7uEsg8oo90SnSPPDAA6ioqMDWrVvDXUqbwZ7oRERERERErVxpaSkAoH16hsdjokhSVVUV7hKIvGJPdIo0FRUV4S6hzWGITkRERERE1MoVFxcDADp26gIAKCkpCWc5RB6kiUXZE50iFUN0ImKITkRERERE1MpJoXl6p0wAQFFRUTjLIfKKPdEpUnG8fiJiiE5ERERERNTKSaG51BNd6plOFAkEQQDAEJ0iF3uiExFDdCIiIiIiolausLAQgiAgtUM6FEolCgsLw10SUR1WqzXcJRB5xRCdiBiiExERERERtXKFhYWINsRAoVAiNi6Bw7lQxBBF0T0mus1mC3M1RN5xOBeKVC6XK9wltBkM0YmIiIiIiFoxURRRWFiI2PgEAEBcfCKKiovZs5IiQs3JRNkTnSIVQ3SKVAzRQ4chOhERERERUStmNpthsVgQl5AEAIhLSIDL6XRPNkoUTjWDc/ZEp0jFEJ0iFT8QDx2G6ERERERERK1YQUEBACAurroneuy5/3NcdIoElZWV7p8tFksYKyGqH0N0ilQM0UOHIToREREREVErJoXl7uFcEhI9lhOFU82e6AzRKVIxRKdIxRA9dBiiExERERG1MU6nE08++SQ6d+4MrVaLLl264JlnnnFP7gdUj6M9Z84cpKamQqvVYuTIkTh69KjHfkpKSjBp0iQYDAbExsZiypQpMJlMHm3279+PoUOHQqPRID09HS+++GJIniOdJ00iGuvuiR4PgCE6RYaawTlDdIpUNcfuJ4ok/IAndBiiExERERG1MQsWLMCSJUvw+uuv4/fff8eCBQvw4osvYvHixe42L774Il577TW89dZb2LlzJ3Q6HbKysjx6jU6aNAkHDx7Ehg0b8NVXX2HLli2YOnWqe73RaMTo0aORkZGBPXv24KWXXsLTTz+NpUuXhvT5tnW1e6JzOBeKJDWHc7FarR4f5hGFU80evgzRKVIxRA8dRbgLICIiIiKi0Nq2bRvGjRuHa6+9FgDQqVMnfPTRR9i1axeA6l7oCxcuxBNPPIFx48YBAD744AOkpKTgiy++wMSJE/H7779j3bp12L17NwYMGAAAWLx4Ma655hr861//QlpaGlasWIGqqiq8++67UKlU6NWrF/bu3YtXXnnFI2yn4DrfE726B7oUpkvLicKpZoguiiIsFguioqLCWBFRtZrBOUN0ilQcziV02BOdiIiIiKiNueyyy7Bx40b88ccfAIB9+/bhp59+wpgxYwAAx48fR15eHkaOHOneJiYmBoMGDcL27dsBANu3b0dsbKw7QAeAkSNHQiaTYefOne42w4YNg0qlcrfJysrCkSNHUFpaGvTnSdWKi4sBnA/RDTFxAKqH4yEKt5ohurfHROFSMzivqqoKYyVEnmp+Y4cf8IQOe6ITEREREbUxjz/+OIxGI7p37w65XA6n04nnnnsOkyZNAgDk5eUBAFJSUjy2S0lJca/Ly8tDcnKyx3qFQoH4+HiPNp07d66zD2ldXFxcndpsNhtsNpv7sdFoBAC4XC64XC6/n3NbVlpaCqVKBY02CqIoQqFQQB9tQGlpKc8phV1lZSUEQYA6Sg9bpQlmsxnx8fHhLosINpsNgiAAqA4q+fuSIoXdbndfm1VVVbw2m8nX88cQnYiIiIiojfnvf/+LFStWYOXKle4hVh5++GGkpaVh8uTJYa1t/vz5mDt3bp3lhYWFHuOxk+80Gg169eoNS8X53v89evSEzVqJgoKCMFZGVB1UZmZmIjo+ERUlRSgoKIBarQ53WUQoLS1FZmYmgOoPifn7kiKF9HsTAMrKynhtNlNFRYVP7RiiExERERG1MY899hgef/xxTJw4EQBw0UUX4eTJk5g/fz4mT56Mdu3aAQDy8/ORmprq3i4/Px/9+vUDALRr167OmzaHw4GSkhL39u3atUN+fr5HG+mx1Ka22bNnY+bMme7HRqMR6enpSEpKgsFgaMazbrsOHjyI5NQOiDKc791rNJnx55FDSExMhEzGUT4pfIxGI7Kzs9FBqcOZ7GwIglDnWy5E4WCz2ZCdnQ0A6N27N69LihjS700AUKlUvDabSaPR+NSOIToRERERURtTWVlZJziVy+Xur7N27twZ7dq1w8aNG92hudFoxM6dO3H//fcDAAYPHoyysjLs2bMH/fv3BwB8//33cLlcGDRokLvNP//5T9jtdiiVSgDAhg0bcOGFF3odygUA1Gq1116oMpmMYa8fqqqqUFlZCZ1O7/7qNwBE6aPhdDpRWVnJDycorMxmM0RRRJQhBqIoev39RBQOdrvdPfZ0VVUVr0uKGA6Hw31tOhwOXpvN5Ov541kmIiIiImpjxo4di+eeew5ff/01Tpw4gc8//xyvvPIKrr/+egCAIAh4+OGH8eyzz+LLL7/Eb7/9hjvuuANpaWkYP348AKBHjx64+uqrce+992LXrl3YunUrpk+fjokTJyItLQ0AcNttt0GlUmHKlCk4ePAgVq1ahUWLFnn0NKfgKi8vBwDooqM9luujq4PzsrKyUJdE5EGaSDTKEOvxmCjcak7YyMkbKZJw0tvwYE90IiIiIqI2ZvHixXjyySfxwAMPoKCgAGlpabjvvvswZ84cd5tZs2bBbDZj6tSpKCsrw+WXX45169Z5fOV1xYoVmD59Oq666irIZDJMmDABr732mnt9TEwMvv32W0ybNg39+/dHYmIi5syZg6lTp4b0+bZl0jifOp1niK7T6QEAJpMp5DUR1cQQnSJVzUmua/5MFG41g3N+wBM6DNGJiIiIiNqY6OhoLFy4EAsXLqy3jSAImDdvHubNm1dvm/j4eKxcubLBY/Xp0wc//vijv6VSM0mBpCYqymO5Rlv92Gw2h7wmoprcIXp0jMdjonCrGZyzty9FEn5LIjw4nAsREREREVErJYXkWq1niK6NYohOkcFisUAmV0AdpQPAEJ0iR83gnCE6RRKG6OHBEJ2IiIiIiKiVcvdE12g9lqvVWo/1ROFisVigVKuhUKrdj4kiQc3gnMO5UCRhiB4eDNGJiIiIiIhaKSn4UapUHstV5x4zGKJws1gsUCjVUKqqQ3Sr1RrmioiqsSc6RaqawbnD4QhjJW2LX2Oim81mvPDCC9i4cSMKCgrgcrk81mdnZwekOCIiIiIiIvKfFJKr1GqP5UqG6BQhLBYLFCoVFOeuSfZEp0jBEJ0iVc3gnD3RQ8evEP2ee+7B5s2bcfvttyM1NRWCIAS6LiIiIiIiImomKfhRKJQey5VKlcd6onCx2WzQxOrdITo/2KFIwRCdIhV7ooeHXyH62rVr8fXXX2PIkCGBroeIiIiIiIgCxOl0AgDkcs+3fjK5HADqfKuYKNRsNhv0ChXkCoboFFkYolOkqhmcM0QPHb/GRI+Li0N8fHygayEiIiIiIqIAOh+ie771kx5L64nCwel0wuFwQK5UQiaXQxAEhugUMTh5I0Uqhujh4VeI/swzz2DOnDmcyZ2IiIiIiCiCST3NBcHzrZ9MVt0TnSE6hZPUu1euUEIQBMiVKoboFDHYE50iVc1/uxmih45fw7m8/PLLOHbsGFJSUtCpUycolZ7j6/3yyy8BKY6IiIiIiIgCgPNYUQRyh+jnMgWFQskevxQxpGtRUKh4XVJEqRmic1i20PErRB8/fnyAyyAiIiIiIiKitqRmT3QAkCkU7IlOEUMKzmVKFZyWKjidTsjPzSdBFE41Q3R+oyx0/ArRn3rqqUDXQURERERERERtSO0QXa5UctgMihjStSgo1ABMsNvtDNEpIjBEDw+/QnTJnj178PvvvwMAevXqhYsvvjggRREREREREVHzCdIwLqLY8HqiMJBCSoWiOpqQK5Sw2Tj3GkWG8z3R1QCqr1eNRhPOkogAeA7hwhA9dPwK0QsKCjBx4kT88MMPiI2NBQCUlZXhyiuvxMcff4ykpKRA1khERERERER+kEJyUfQcM/X8hKMM0Sl8pKFb5EoVAEChVKKygj3RKTLUDtE5LjpFCvZEDw9Z403qevDBB1FRUYGDBw+ipKQEJSUlOHDgAIxGI2bMmBHoGomIiIiIiMgPUkjuqtMTXfRYTxQOUoiuODexaHVPdI6JTpFB+qYEQ3SKNAzRw8Ovnujr1q3Dd999hx49eriX9ezZE2+88QZGjx4dsOKIiIiIiIjIf/UN5+JyMUSn8KvdE12uVMHpdMLhcLiHeCEKF3eIrtJ4PCYKt5rBec2hXSi4/OqJ7nK5oDz3SXFNSqWSLx4REREREVGEqTskuvcx0olC6XxPdJXH/9kbnSJB7Z7ovC4pUnBM9PDwK0QfMWIEHnroIeTk5LiXnT17Fo888giuuuoqv4t54YUXIAgCHn74Yfcyq9WKadOmISEhAXq9HhMmTEB+fr7fxyAiIiIiImorGutpzp7oFE4WiwUAoFBVh+fKc/+XlhOFk81mgyCTQ5Ar3Y+JIgGHcwkPv0L0119/HUajEZ06dUKXLl3QpUsXdO7cGUajEYsXL/arkN27d+Ptt99Gnz59PJY/8sgjWLNmDVavXo3NmzcjJycHN9xwg1/HICIiIiIiapu89zwX63ZRJwoZq9UKAFCo1B7/l5YThZPVaoWgUEFQMESnyOJwOLz+TMHl1yBj6enp+OWXX/Ddd9/h8OHDAIAePXpg5MiRfhVhMpkwadIkLFu2DM8++6x7eXl5Od555x2sXLkSI0aMAAAsX74cPXr0wI4dO3DppZf6dTwiIiIiIqK2QPrKtyDz7D8lCH71pyIKKHdPdGk4l3MhemVlZdhqIpLYbDYICgV7olPEYYgeHn7P1CEIAkaNGoVRo0Y1u4hp06bh2muvxciRIz1C9D179sBut3uE8927d0fHjh2xfft2ryG6zWbz+MVmNBqbXR8REREREVFLJPU0F+A5bMv5+UbZE53CRwrRlerqiRuV5yZwZE90igRWqxWCXAnZuZ7oHGaIIkXN4Nxut4exkrbF5xD9tddew9SpU6HRaPDaa6812HbGjBk+F/Dxxx/jl19+we7du+usy8vLg0qlQmxsrMfylJQU5OXled3f/PnzMXfuXJ+PT0RERERE1Fq5Q3SZZ4guk8kBcCxVCi+px7nyXA90pbr6/wwrKRKYKyshUxkgKKq/KcFvSFCkqBmcsyd66Pgcor/66quYNGkSNBoNXn311XrbCYLgc4h++vRpPPTQQ9iwYQM0Go2vpTRo9uzZmDlzpvux0WhEenp6QPZNRERERETUkkhvruVyz7d+snPDuzBEp3Cq3ROdw7lQpBBFEZbKSqh0iZApeV1SZKkZoldVVYWxkrbF5xD9+PHjXn9ujj179qCgoAB/+ctf3MucTie2bNmC119/HevXr0dVVRXKyso8eqPn5+ejXbt2XvepVquhPvfpNRERERERUVsmheRyuecY6DI5e6JT+EmhpBSeKxmiU4SwWCwQRREyhRrCuRDdbDaHuSqiajWHsWaIHjp+zSYzb948r/+oWSwWzJs3z+f9XHXVVfjtt9+wd+9e958BAwZg0qRJ7p+VSiU2btzo3ubIkSM4deoUBg8e7E/pREREREREbUZ9PdGlx/waOIVTnTHR1RwTnSKDFJjLVBp3T3SG6BQpagbnDNFDx68Qfe7cuTCZTHWWV1ZWNmk88ujoaPTu3dvjj06nQ0JCAnr37o2YmBhMmTIFM2fOxKZNm7Bnzx7cddddGDx4sNdJRYmIiIiIiOg86SvfinMT40mUSqXHeqJwcIfoquoxp6Ue6RwTncKtoqICwLkQXaX1WEYUblJPdFGm9OiVTsHl83AuNYmiCEEQ6izft28f4uPjm11UTa+++ipkMhkmTJgAm82GrKwsvPnmmwE9BhERERERUWsk9VBTKGr1RD/3mCE6hZPFYoFcoYDs3DcjpIlFOZwLhZvRaAQghejV35BgiE6RQgrOXXI1Q/QQalKIHhcXB0EQIAgCLrjgAo8g3el0wmQy4f/9v//XrIJ++OEHj8cajQZvvPEG3njjjWbtl4iIiIiIqK1x90RXevZEl3qm82vgFE4Wi8Xd+xwAFEr2RKfIIAXmcpW2ejgXQeYO1onCzWq1AoIcokzJ4a9CqEkh+sKFCyGKIu6++27MnTsXMTEx7nUqlQqdOnXiWOVEREREREQRQgrJlUqVx3LpMUN0Cier1eoOzoHzE4uyZyWFW1lZGQBApo6CIAiQq7XuZUThZrVaIcoUgCCHxcpv7oRKk0L0yZMnAwA6d+6Myy67zD2OHhEREREREUUed4iu8gzRVSqG6BR+VqsVihrXpvQze6JTuJWXlwMA5OooANVhOkN0ihRWqxWiIIcoU6Cq0gaXywWZzK9pL6kJ/BoTffjw4e6frVZrnRsvg8HQvKqIiIiIiIio2aQevbV7okvDu7DHL4WT1WqF2nB+XjUpROfwBBRupaWlAACZRlf9f3UUjEWn4XQ6IZfLw1kaESwWC0SZoro3Oqr/LddqtWGuqvXz62OKyspKTJ8+HcnJydDpdIiLi/P4Q0REREREROHnDtFr9UQXBAEqFScko/Cq0xP93Ic9vC4p3EpKSgAA8nMhulyjh8vl4rjoFBGqe6IrgHMhOj94DA2/QvTHHnsM33//PZYsWQK1Wo1///vfmDt3LtLS0vDBBx8EukYiIiIiIiLyg9VqhVKp8vo1b5WaITqFj8PhgMPhcAfnACCTKyCTyxkIUdjVDdF1HsuJwkkaE10UGKKHkl8h+po1a/Dmm29iwoQJUCgUGDp0KJ544gk8//zzWLFiRaBrJCIiIiIiIj9YrdY6vdAlSpWaY09T2Egf4CjqDDWkYiBEYVdSUgK5OgqCrHroFrlWDwAoLi4OZ1lEcDgccDqdQI3hXPg7MzT8CtFLSkqQmZkJoHr8c+mTuMsvvxxbtmwJXHVERERERETkN4vFArXG+ziparUaFgvfeFN4SB/gKFR1Q3R+uEPhVlhUBNm54BwA5NpoAEBRUVG4SiICcD4wFwU5h3MJMb9C9MzMTBw/fhwA0L17d/z3v/8FUN1DPTY2NmDFERERERERkf8qKyuhqSdE12i1sFgqQ1wRUTUpKFeqNR7LFWo1LAyEKIxsNhsqjEZ3cA4AinM/FxYWhqssIgDnv8VTPZyL3GMZBZdfIfpdd92Fffv2AQAef/xxvPHGG9BoNHjkkUfw2GOPBbRAIiIiIiIi8k9lZSU02npCdI0WFosFLpcrxFUR1eyJ7hmiK1UaVJr54Q6Fj9TbXFEjRGdPdIoUVVVV1T8IcoboIabwZ6NHHnnE/fPIkSNx+PBh7NmzB127dkWfPn0CVhwRERERERH5x263w2azQaON8rpeG1U9UZ7JZILBYAhlaUSorKwOypVqtcdypVqDUkslRFGEIAjhKI3auIKCAgCAPOr870XFuZ+ldUThcr4nuhw4N2a/O1inoPIrRK8tIyMDGRkZgdgVERERERERBUBFRQUAQK+P9rped255RUUFQ3QKufMheq2e6GoNXC5X9QdAGo23TYmCSgrKFVEx7mUylQYypZohOoWdZ090mecyCiqfQ/TXXnvN553OmDHDr2KIiIiIiIgoMKQQXVdPiB6l03u0Iwol6bpTa3Uey1XnvjlRUVHBEJ3CIj8/H8D53ucSeZQBeXn54SiJyM1utwNAdYB+bjgXaRkFl88h+quvvupTO0EQGKITERERERGFWVlZGQBAp9d7Xa+PNni0IwolKURX1Zr4Vn3usclkQlJSUsjrIsrLywMAyHWxHssVUTEw5v4Ji8UCbT1zTRAFmzswF+QM0UPM5xD9+PHjwayDiIiIiIiIAqi4uBgAEBMb73W9ISbOox1RKLlD9Fpj9tfsiU4UDu6e6LoYj+XS4/z8fHTq1CnUZREBAJxOZ/UPgsw9nIvD4QhjRW1HQMZEp7pyyy0oNdsRp1MiNca3Tygb2kZaZ3c6oZTL3f+X2tbe1p/jN1bb0fwKQBTQrZ3ep302t4ZAP4dIO15LwfMSOjzXREREFEjuED0uzut6aTlDdAqH8vJyAIBG5/lNCXWU3mM9Uajl5eVBrtFBplB6LJd6pufm5jJEp7DxHM6FIXoo+RWi33333Q2uf/fdd/0qprX48Wgh1uzLgcnqgF6jwNi+aRjareGvoTW0jbTueJEZRRU2KOUC7E4RiXoVOifp0SkhCieKK93b1n7sy/Ebq+3fP2bjWIEJAJCZpMO9w7o0uE9/zkEgt2+qUB+vpeB5CR2eayKitu306dMQBAEdOnQAAOzatQsrV65Ez549MXXq1DBXRy1VUVERgPM9zmuTeqhL7YhCSRpGSBPlGaJLoXppaWmoSyKCKIrIzc2FXJdQZ53iXIguDfdCFA7nA3MBIqpDdHfvdAoqmT8blZaWevwpKCjA999/j88++6zNj6eXW27Bmn05EEUgM0kPUQTW7MtBbrnFr22kdZVVDpisdtidLuQbbbA7XTDZnCgy2bD65zOorHIgM0mPyioHVv98Bmabw+fjN/Z8/rv7NE4WmxGtUUCvUeJUiQWrdp+qd5/+nINAbt9UoT5eS8HzEjo810REdNttt2HTpk0Aqt+cjxo1Crt27cI///lPzJs3L8zVUUslBT0JSSle18cnJnm0Iwolqae5uk6IHu2xniiUysrKYLPZ3IF5TdJwLvydSeFUczgXCILnMgoqv0L0zz//3OPPV199hezsbNxyyy249NJLA11ji1JqtsNkdSDFoIFcJiDFoIHJ6kCpuf5B/hvaRlqnVylhd4owaJRwuEREa5WwO11QymWw2J3Qq5SQywToVUpY7E5Ea5Q+H1+SW27BoRyjR3BXarajtLIKckGAXqNEtEYBuUxA2bnaAnUOArl9UwXreN7OZ0sS6tchkoT6tWvL55qIiKodOHAAl1xyCQDgv//9L3r37o1t27ZhxYoVeO+998JbHLVYubm5UCiVMMTEel0fFaVDlE7PQIjCorS0FCqNFnKF5xfkpRCdPdEpHKTfh7XHQwcAhT4WQPXvVqJwkQJzDucSegEbE10mk2HmzJm44oorMGvWrEDttsWJ0ymh1yiQb7QixaBBvtEKvUaBOJ3S7230GgVMVXYo5QKMVjsUMgEVFjuiNdVBulYph6nKjkSXGqYqO7RKOSqsdiTq1T4dH6h/KIk4nRJxUSqcKa2EyWqHCAFOl4hYnbLeffpzDgK5fVMF43itYWiOUL8OkSIcr11bPddERHSe3W6HWq0GAHz33Xf461//CgDo3r0736yT33Jzc5GQmAyZrP6+U4nJKcjJyYEoihDO9WgjCoWSkhJo9YY6y7X6aPd6olCT/s2VAvOa5Bo9BLmCHzxSWLkD8xo90Rmih4ZfPdHrc+zYsTb/wqXGaDG2bxoEAcguNEEQgLF90xqcJLChbaR1UarqoVSUchlSDGoo5TLo1XIk6tW4aUAHRKkUyC40IUqlwE0DOkCnVuBgTjnKLVUY0jWxweM3NJREaowWNw9MR0aCDhXW6iFlOsZrccvAjvXus/bzsdgd6NMhttFzJ/X+Baqfv8XuwN5TpbDYHY2ew+bw5zXzVrfUa7m1DM3R3PPSEnl77VbtPoUtfxQE9fVr6ee6pX/rgogoEvTq1QtvvfUWfvzxR2zYsAFXX301ACAnJwcJCXXHZSVqjNlsRklJCZLbpTXYLjklDRaLhYElhZTL5UJpaSk0DYTo7IlO4eAO0XV155IQBAFyXQw/3KawOp+7ytxjorf1LDZU/OqJPnPmTI/H0sQLX3/9NSZPnhyQwlqyod2S0DVZj1KzHXE6pU9BWEPb1FxndzqhlMvd/5fa5pZbPLb9394z+Hp/HuxOF7b+WYR4nare3rTSUBKZSXr3UBLZhSaUmu1IjdG6j380vwIQBXRrp2/0OUnbbDxUgJ3Hi7HtzyLsP1NWb6/e2r1/OyVEQYCA6v+C3yPGn9cM8N5rOUGnbvB8tiT+npeWqvbfBZvdib2nylBWaUdarDaovdJb6rluDd+6ICKKBAsWLMD111+Pl156CZMnT0bfvn0BAF9++aV7mBeipjh9+jQANB6in1t/+vRpfmBDIWM0GuFyuaCNrhuiy+QKaKL0/GCHwqKh4VwAQBEVi5K8Y7DZbO5vkBGF0vnhXAQO5xJifoXov/76q8djmUyGpKQkvPzyy7j77rsDUlhLJ/UiD9Q2je2v5vrccgu2/lmMGK3SPTTEmn056JrsPfz2ZSgJf54PAOw/WwaNUt5gHbV7/x4vMmH1z2fQq70B/dLjGq0/UJr6HGvXLdU5aVDHVjU0h7+vfUtU8++CTqXA/rPlUMgFdEvWw2RzBv06bGnnur6/A8H+u0pE1BpdccUVKCoqgtFoRFzc+d5vU6dOhU6nC2Nl1FJJIXpKIyF6Smr1+lOnTqFfv37BLosIwPmhWrwN5wIAGn00Q3QKi/M90WO9rq85uWhGRkaoyiJy8xzOhSF6KPk1nMumTZs8/mzcuBEff/wxpk6dCoUiYMOsk5+aOklhsIaS8LWO2u2iNUqPyVIjdZLF+p6fUi5v0UNztGU1/y78WVABh9OFvumxMGhVEXsdhhMnRCUiCpwRI0agoqLCI0AHgPj4eNxyyy1hqopaspMnTwIA2qV1aLBdyrn1p06dCnpNRBIpII+K9t7bVxsdg/LycgZDFHJ5eXmQq6MgU6q8rpfGSue46BQudvu599uCHKIgB8AQPVSYeLdC/kxSGIyhJHyto3a7CqvdY7LUSO3J3dDz65lmaJFDc9D5vwtH80xYvec0VHI5nC4xYq/DcOKEqEREgfPDDz+gqqqqznKr1Yoff/wxDBVRS+cO0dunN9hOCtml9kShUFxcDKD+nuhR0QaIoojS0lIkJXGoQAoNURSrQ/Qo7x/uAIDi3Lr8/PxQlUXkQQrRxRo90b3dQ1Lg+dUTvbi4GNOmTUPPnj2RmJiI+Ph4jz8UXv72LE+N0aJnmiFgga+vddRup1MrPCZLjdSe3I09v0CfTwqd1Bgthl2YhJsHpvMbBQ1o6ROiEhFFgv3792P//v0AgEOHDrkf79+/H7/++iveeecdtG/fPsxVUkt08uRJaLVRiImtOzleTVFROsTExuPEiROhKYwIjQ/notXHeLQjCoWKigpYLJZ6h3IBzg/nwhCdwsVms1X/UKMnurt3OgWVXz3Rb7/9dvz555+YMmUKUlJSIAjBn/iRmiZSJin0tQ5v7WpPlhqJIuU8U3Dw9W0czxERUfP069cPgiBAEASMGDGiznqtVovFixcH5dhnz57F3//+d6xduxaVlZXo2rUrli9fjgEDBgCo7pH31FNPYdmyZSgrK8OQIUOwZMkSdOvWzb2PkpISPPjgg1izZg1kMhkmTJiARYsWQa/Xu9vs378f06ZNw+7du5GUlIQHH3wQs2bNCspzomoulwunT59GWnonn96rpaS1x5+HD6KqqgoqlfchDIgCyd0T3VD/cC4AQ3QKLSkYl0d5/3AHYIhO4Sf1OhdlckBWHaK7g3UKKr9C9B9//BE//fQT+vbtG+h6KIAiZZJCX+uo3S5S6m9MS6mT/MPXt3E8R0RE/jt+/DhEUURmZiZ27drlMWyBSqVCcnIy5HJ5wI9bWlqKIUOG4Morr8TatWuRlJSEo0ePeozJ/uKLL+K1117D+++/j86dO+PJJ59EVlYWDh06BI1GAwCYNGkScnNzsWHDBtjtdtx1112YOnUqVq5cCQAwGo0YPXo0Ro4cibfeegu//fYb7r77bsTGxmLq1KkBf15ULT8/H1VVVWiX5tu3GNqltscfh37DmTNnkJmZGeTqiKp/BwHVw7Z4o9VHA2CITqElBeNSUO6NXGsABIFjolPYeOuJzhA9NPwK0bt37w6LxRLoWogiUkvoEU9EREQtU0ZGBoDqnsOhtGDBAqSnp2P58uXuZZ07d3b/LIoiFi5ciCeeeALjxo0DAHzwwQdISUnBF198gYkTJ+L333/HunXrsHv3bnfv9cWLF+Oaa67Bv/71L6SlpWHFihWoqqrCu+++C5VKhV69emHv3r145ZVXGKIHkTRJaEpqw5OKSmpOLsoQnUJB6omu0dUTop/riS61IwqFgoICAOfHPfdGkMkg1+rdbYlCTQrMRZkCOBeiW63WcJbUZvgVor/55pt4/PHHMWfOHPTu3RtKpeckcgZD/V99IWpJfjxaiDX7cmCyOqDXKDC2bxqGduPENkRERBR4R48exaZNm1BQUFAnVJ8zZ05Aj/Xll18iKysLN910EzZv3oz27dvjgQcewL333guguod8Xl4eRo4c6d4mJiYGgwYNwvbt2zFx4kRs374dsbGx7gAdAEaOHAmZTIadO3fi+uuvx/bt2zFs2DCPIUKysrKwYMEClJaWevR8l9hsNo8eVUajEUD1Bw2h/rChpTp9+jQEQUBKu1SIotho+5R2aRAEAWfOnOE5ppAoLS2FRqev/qaNl2s0KtoAQRBQXFzMa5JCJj8/H4IgQBFlgID6f3cqo2JRWJgPp9PJ4Y0p5CwWS/VQgDIFZDIBglyJqqoq/q5sBl/PnV8hemxsLIxGY51xG0VRhCAIcDqd/uyWKKLklluwZl8ORBHITNIj32jFmn056JqsZ490IiIiCqhly5bh/vvvR2JiItq1a+fxplwQhICH6NnZ2ViyZAlmzpyJf/zjH9i9ezdmzJgBlUqFyZMnu7+mnpKS4rFdSkqKe11eXh6Sk5M91isUCsTHx3u0qdnDveY+8/LyvIbo8+fPx9y5c+ssLywsZE8rH5WUlCAzMxMJ8fGoNDY+HEZcbAwyMzNRXl7O3pUUElFRUbigew8o7Wav6+N0GmRmZsLpdPKapJCxWq3IzMxEYnIsZOr6QzVt1y6wFapw/PhxjzlAiEJBo6n+/WhO1UOUKaBzdIXBYODvymaoqKjwqZ1fIfqkSZOgVCqxcuVKTixKrVap2Q6T1YHMJD3kMgEpBg2yC00oNdsZohMREVFAPfvss3juuefw97//PSTHc7lcGDBgAJ5//nkAwMUXX4wDBw7grbfewuTJk0NSQ31mz56NmTNnuh8bjUakp6cjKSmJ33j10bFjx5CdnY3k9hmI0jUe8Ci10Th+/Dji4+PrfDBCFGgOhwO//fYb0rr2gF2p895IrsXxEydgMBh4TVLIZGdnI/v4CTgHRkGwyuptV1JmhTE7Gw6Hg9cnhVxubi6ys7NRproMEFyIPnEGlcZSXovNIM310xi/QvQDBw7g119/xYUXXujP5kQtQpxOCb1GgXyjFSkGDfKNVug1CsTplI1vTERERNQEpaWluOmmm0J2vNTUVPTs2dNjWY8ePfDpp58CANq1aweg+qvtqamp7jb5+fno16+fu03tXk8OhwMlJSXu7du1a+eeqK3mPmoeoza1Wg21Wl1nuUwmg0xWf6hB5+Xm5kIbpYPu3OSMkn+//hLycs6gXVoH3DP9MfdylUqFmNh4nDlzhueYgq68vByiKEKjr56g0RtBLodGF43CwkJekxQyeXl5kGl0gEzewGAugCzKAFEUUVhYiO7du4esPiIAqKyshCjI4YIMEAGXoIDZXMnflc3g67nz6wwPGDAAp0+f9mdTohYjNUaLsX3TIAhAdqEJggCM7ZvGXuhEREQUcDfddBO+/fbbkB1vyJAhOHLkiMeyP/74wz3RaefOndGuXTts3LjRvd5oNGLnzp0YPHgwAGDw4MEoKyvDnj173G2+//57uFwuDBo0yN1my5YtsNvt7jYbNmzAhRde6HUoFwqM/Px8xCfWnccnL+cMTh0/hrycM3XWxScmobCwkGOqUtAVFRUBqB73vCFR0TGcWJRCRgrFFdrGv/GkiKpuw+EzKBwqKyurJxWVyJSwWCrDV1Ab4ldP9AcffBAPPfQQHnvsMVx00UV1Jhbt06dPQIojCreh3ZLQNVmPUrMdcTolA3QiIiIKiq5du+LJJ5/Ejh07vN5fz5gxI6DHe+SRR3DZZZfh+eefx80334xdu3Zh6dKlWLp0KYDqcdgffvhhPPvss+jWrRs6d+6MJ598EmlpaRg/fjyA6p7rV199Ne6991689dZbsNvtmD59OiZOnIi0tDQAwG233Ya5c+diypQp+Pvf/44DBw5g0aJFePXVVwP6fOg8k8kEk8mEzAt6Nt64hviEJBz743eUlJQgMTExSNUR1QjRDQ1/kBZliEXR2ZMwm83Q6eoZ9oUoQMrKymC32xEV1XiILj8XtBcWFga7LKI6Kisr4RLO3yeKMiUcDgeqqqo8JnKnwPMrRL/lllsAAHfffbd7mSAInFiUWqXUGC3DcyIiIgqqpUuXQq/XY/Pmzdi8ebPHOkEQAh6iDxw4EJ9//jlmz56NefPmoXPnzli4cCEmTZrkbjNr1iyYzWZMnToVZWVluPzyy7Fu3TqPcSNXrFiB6dOn46qrroJMJsOECRPw2muvudfHxMTg22+/xbRp09C/f38kJiZizpw5mDp1akCfD50n9YyMT6jbE70hUs/1/Px8hugUVFLwqDPENtgu6tz6oqIihugUdNJ1KY+KbqTl+Z7oDNEpHMxmM0TZ+bBclCndyxmiB5dfIfrx48cDXQcRERERUZsVjvvr6667Dtddd1296wVBwLx58zBv3rx628THx2PlypUNHqdPnz748ccf/a6Tmkbq5RsXn9Ck7WLPtefwGRRs0jWqNcQ02E4K0QsLC91DTREFi3RdKrSNh+hyrR6AwOFcKOREUYS5shKi5vwHi6L8fIjOofKCy68Qnf+AERERERERRR4pCIqJa2KIHhfvsT1RsEiTC+ti4htsp4upDoMYVFIonO+J3vhwLoJMDrlWx9+XFHJWqxWiy+XufQ6c74leWclx0YPNrxD9gw8+aHD9HXfc4VcxRERERERtUc1hEr159913Q1QJtXTnQ/Sm9UaLPRe6c3gCCraCggJAEKBrpCc6Q3QKpab0RAcAuSaaITqFnMlkAoBaw7moPNZR8PgVoj/00EMej+12OyorK6FSqRAVFcUQnYiIiIioCUpLSz0e2+12HDhwAGVlZRgxYkSYqqKWSAp1pJ7lvoqJrQ4sOZwLBVtBQQGi9AbI5A3HEbrYeHd7omBz90T3NUSPikZlaS4nvqWQknqbS0O41PzZbDaHpaa2xK8QvfZNPgAcPXoU999/Px577LFmF0VERERE1JZ8/vnndZa5XC7cf//96NKlSxgqopZKCsENMU3riW5giE4hIIoiCgoKEJPSvtG2Uk90afgXomCSfvf5MrEoII2LXr0dQ3QKlYqKCgC1e6IzRA8VWaB21K1bN7zwwgt1eqkTEREREVHTyWQyzJw5E6+++mq4S6EWpLi4GHK5HDq9b0GQRKVSQxvFMX4puMrKylBVVQV9bOPflFCq1NBE6RmiU0gUFxdDplRDplA13hjVw7lI2xGFihSUe46JzuFcQiVgIToAKBQK5OTkBHKXRERERERt1rFjx+BwOMJdBrUgRUVFMMTGQyZr+lu9mNg4BkIUVHl5eQAAXaxvE9/qYuORl5cHURSDWRYRioqKINPofW6vONdjnR88Uii5x0SX1+iJLmeIHip+Defy5ZdfejwWRRG5ubl4/fXXMWTIkIAURkRERETUVsycOdPjsXR//fXXX2Py5MlhqopaGlEUUVRcjPSMzn5tHxsXj8M5Z+BwOKBQ+PVWkahBUojuS090qV1xzilUVFTAYDAEszRqw1wuF0pLS6FMTPd5G7mmegiXkpKSYJVFVAcnFg0vv+6Mxo8f7/FYEAQkJSVhxIgRePnllwNRFxERERFRm/Hrr796PJbJZEhKSsLLL7+Mu+++O0xVUUtTUVEBe1UVYuJ86+Vbm7RdcXExUlJSAlkaEYDz45vrfeyJrj93Tebl5TFEp6ApLy+Hy+VyB+O+kHqtM0SnUGqoJ7o0XjoFj18husvlCnQd5EVuuQWlZjvidEqkxmgbbXs0zwQIIrqlRLvb55ZbcDS/AiUmOyCIiI9So1s7faP7a2ptjT0OtkAdL9R1twQ8J+QPXjdERE2zadOmcJdArUBhYSEAINbHXr61xcUnuPfDEJ2CITc3FwAQHZ/oU3t9XHW7vLw8XHDBBUGri9q20tJSAGhSiC61lbYlCgWj0QiAw7mEC7+jF6F+PFqINftyYLI6oNcoMLZvGoZ2S6q37bItx5BdWD3BQJdkPe4ZmgkA+PeP2Th4thwVVgdEUYRBq0TPNAPuHdal3v01tbZOCVE4UVxZ7+OGag+EppyrUOynNeE5IX/wuiEi8l9hYSGOHDkCALjwwguRlMTfn+S7goICAEBcgm8BZW2xNUJ0omCQQnR9nI/DuZzriS5tRxQM7hBd3fQQvaysLBglEXkl9TYX5Wr3Mmk4Fylgp+Dxa2LRCRMmYMGCBXWWv/jii7jpppuaXVRbl1tuwZp9ORBFIDNJD1EE1uzLQW65xWvbVbtP4VSJBXqNEtEaBU4Wm/H+thN4f+sJHCswweZwwiWKcAGwOVzILjJj1e5TXvfX1NoqqxxY/fMZmG0OZCbpYbZVP66scjRaeyA05VyFYj+tCc8J+YPXDRGRf8xmM+6++26kpqZi2LBhGDZsGNLS0jBlyhRUVlaGuzxqIaTw298QPT6h+kMbKYwnCrTc3FyotFFQaaI8lv/w8TJ8sfgZ/PDxMo/l0QzRKQSkEF1W67psiCBXQpAr2BOdQsodotcYEx2CAFGuZogeAn6F6Fu2bME111xTZ/mYMWOwZcuWZhfV1pWa7TBZHUgxaCCXCUgxaGCyOlBqtnttW2a2Qy4TEK1RQK9RQi4IKDLZUGS2nWslgyAAcplw7rGAMrPd6/6aWptepYTF7kS0RnmuhurHepWy0doDoSnnKhT7aU14TsgfvG6IiPwzc+ZMbN68GWvWrEFZWRnKysrwv//9D5s3b8bf/va3cJdHLYQ03nSsn2Oix50bYoMhOgWDKIrIycn1OpRLWWEeis+eQllhnsdyqW1OTk5IaqS2qby8HID3nuiFWz9DztqlKNz6mcdyQRAgU0exJzqFlPShTc3hXADAJVPxWgwBv0J0k8kElUpVZ7lSqeQnHwEQp1NCr1Eg32iF0yUi32iFXqNAnE7ptW2sTgmnS0SF1QGT1Q6nKCJRr0aiTvp6hwuiCDhd4rnHImJ1Sq/7a2ptpio7tEo5Kqz2czVUPzZV2RutPRCacq5CsZ/WhOeE/MHrhojIP59++ineeecdjBkzBgaDAQaDAddccw2WLVuGTz75JNzlUQsh9USXepQ3lTQmOkN0CoaysjJYrRZEx/n+TQmVJgpqbRR7olNQSSG6TF13Lie7sQhVpbmwG4vqrJOro5iBUUiVl5dDlGsAwTPOFRUalJWVQxTFerakQPArRL/ooouwatWqOss//vhj9OzZs9lFtXWpMVqM7ZsGQQCyC00QBGBs3zSvk/Olxmhxy8CO6BivhclqR4XVgYwEHSZf1gmTh3RChzgt5IIMAqpfbLVChsxEHW4Z2LHO/nLLLTiUY2xw2IXUGC2GdE1EuaUKB3PKEaVS4OreKbA7XTiYUw6dWoGbBnRAlErRaO2B0JRz1dBzbOp+WipfXmNJWzknDWnK+aJqvG6IiPxTWVnpdSLH5ORkDudCPpPCb2ls86bSG2KgUCg4JjoFRVMnFZVExychJyeX4RAFjRSEy1W+D+cCADKVFiaTCQ6HIxhlEdVRWloGV43x0CUuuQYOhx1mszkMVbUdfk0s+uSTT+KGG27AsWPHMGLECADAxo0b8dFHH2H16tU+72fJkiVYsmQJTpw4AQDo1asX5syZgzFjxgAArFYr/va3v+Hjjz+GzWZDVlYW3nzzzTYxU/zQbknomqxHqdmOOJ2ywQBKans0zwQIIrqlRCM1RosfjxYiKVoDpwjIBAEXd4zBZZlJ6NZOX2d/vk4E+OPRQmz9swh2pwilXIYEnRLFZrv78ZCuCRjXrwNyyy0+1R4Ivp6rxp5jU855S+TPZI+t/Zw0hJNj+q8tXzdERP4aPHgwnnrqKXzwwQfQaDQAAIvFgrlz52Lw4MFhro5aisLCQkQbYqBU+vcNMJlMhtj4BPewMESBJA3Jom9CT3QA0McnoujsSZSVlSEuLi4YpVEb11BP9IbI1NWhe0VFBa9NCjqHw4GyslK4tHUzUVFRfe0WFxdDr9eHurQ2w68QfezYsfjiiy/w/PPP45NPPoFWq0WfPn3w3XffYfjw4T7vp0OHDnjhhRfQrVs3iKKI999/H+PGjcOvv/6KXr164ZFHHsHXX3+N1atXIyYmBtOnT8cNN9yArVu3+lN2i5Mao/U5fKrdVprcT6OUY1DnBOQbrSgx270G6LUnAsw3WrFmXw66Juu97lMUgV5pMThRbMK6A/nomWZAr7QY5But2PpnMS7pnNCk2gOhseP5+hxDXXeo+Pr8vWmt56QhzTlfVK0tXjdERM2xaNEiZGVloUOHDujbty8AYN++fdBoNFi/fn2Yq6OWoqioCHEJyc3aR0xcAk4e+wOiKEIQhMY3IPKRFKIb4pvWMaXmuOgMKikYpMkaZaomhugqjXt7XpsUbKWlpRBFES5F3evUVSNEz8jICHVpbYZfIToAXHvttbj22mubdfCxY8d6PH7uueewZMkS7NixAx06dMA777yDlStXunu7L1++HD169MCOHTtw6aWXNuvYrZ00uV9mkt49uV92oQmlZnudYMvXtrXb1Z5UtKFjhFtTzkdr1Naff1PxfBERUaj17t0bR48exYoVK3D48GEAwK233opJkyZBq+W/PdQ4q9UKk8mETl27N2s/sbHxOOZwoLy8HLGxsYEpjgjnQ/QmD+cSdz5E79WrV8DrIqqoqIAgk0OQNy0ik9cI0YmCraioelx+sYEQXWpDweFXiL579264XC4MGjTIY/nOnTshl8sxYMCAJu/T6XRi9erVMJvNGDx4MPbs2QO73Y6RI0e623Tv3h0dO3bE9u3b6w3RbTYbbDab+3FbneSh5uR+KQZNo5OT+tK2druak4om6tURPYFgU85Ha9TWn39T8XwREVE4REVF4d577w13GdRCSW+cY+Pim7WfmHO9KYuKihiiU0Dl5uYCggB9XNPG7K/ZE50oGEwmE2QqbZO/fSP1XGeITqEgzXviUurqrJOWcU6T4PJrYtFp06bh9OnTdZafPXsW06ZNa9K+fvvtN+j1eqjVavy///f/8Pnnn6Nnz57Iy8uDSqWqc+OWkpKCvLy8evc3f/58xMTEuP+kp6c3qZ5IFqxJIX1tW7tdlKp6ElGd+vwkokO6JqDUbI+4iRgjebLDUExeGcnPPxLxfBERUajNnz8f7777bp3l7777LhYsWBCGiqilKSsrAwBEG2KatZ9oQyyA6q+NEwVSTk4OdNExkCua1jEl+tzwLwzRKVgqKircQ7M0hbSNyWQKdElEdUjzlbgUXkL0c8saykup+fzqiX7o0CH85S9/qbP84osvxqFDh5q0rwsvvBB79+5FeXk5PvnkE0yePBmbN2/2pywAwOzZszFz5kz3Y6PR2CqCdF8nOaw5oac/k5M21tZbO+mYRwsqsPXPIqw/kB+REzFG4mSH/ryujY39Xl+7SHz+kYzni4iIQuntt9/GypUr6yzv1asXJk6ciL///e9hqIpaEin0lkJwfxnOhfBSKE8UCE6nE/n5+UhM79zkbfWx8YAgMByioDGZTJDpm55dyJQczoVCR/od6FLWnThU6onOicGDy68QXa1WIz8/H5mZmR7Lc3NzoVA0bZcqlQpdu3YFAPTv3x+7d+/GokWLcMstt6CqqgplZWUevdHz8/PRrl27BmtTq9VNqiHS+TrJYX2BrL+Tk/raTvp5659FET8RYyRNdtjc17U2X9pF0vNvCXi+iIgoVPLy8pCamlpneVJSUvUQCESNON8T3dCs/egZolMQFBYWwul0usc3bwq5QglddAx7olNQ2O122Gw2aOKbniOxJzqFkvQ70KWqG6JDroIoV+Ps2bMhrqpt8Ws4l9GjR2P27NkoLy93LysrK8M//vEPjBo1qlkFuVwu2Gw29O/fH0qlEhs3bnSvO3LkCE6dOoXBgwc36xgtjTTJYYpB457k0GR1oNRsd7epHciKIrBmX07IhlXxpUbyFMjXNdyvPxERETVPeno6tm7dWmf51q1bkZaWFoaKqKWR5oKK0kc3az+6c9u31bmlKDikHpRNHQ9doo9LRH5+PpxOZyDLInIH4FKv8qaQKdUe+yAKppycHIjnwnJvnEo9cnJy4HK5QlxZ2+FXT/R//etfGDZsGDIyMnDxxRcDAPbu3YuUlBR8+OGHPu9n9uzZGDNmDDp27IiKigqsXLkSP/zwA9avX4+YmBhMmTIFM2fORHx8PAwGAx588EEMHjy43klFWytfJjmUAtnMJL07kM0uNKHUbA9JT1pOxNh0gXxdw/36ExERUfPce++9ePjhh2G32zFixAgAwMaNGzFr1iz87W9/C3N11BJIwwnodF56qDVB1LntOTwBBZI0xID/IXo88k/+iZKSEiQlRc6QodTyuUN0VdN7ogtK9kSn0BBFEWfOnIVTWf8H5S5VNKqMxSgqKkJycnIIq2s7/ArR27dvj/3792PFihXYt28ftFot7rrrLtx6661QKn0PTQsKCnDHHXcgNzcXMTEx6NOnD9avX+/uzf7qq69CJpNhwoQJsNlsyMrKwptvvulPyS2aNMnhmn05yC40uYfqqBmOhjvE9qVG8hTI1zXcrz8RERE1z2OPPYbi4mI88MADqKqqAgBoNBr8/e9/x+zZs8NcHbUEUugd1cwQXccQnYLA3RM91r8QXXduu/z8fIboFFDN6ol+bjgXs9kc0JqIaisqKoLNZoXLUHfoP4lTVT0c2+nTpxmiB4lfIToA6HQ6TJ06tVkHf+eddxpcr9Fo8MYbb+CNN95o1nFag8YmOYyEEJsTMTZdoF7XSHj9iYiIyH+CIGDBggV48skn8fvvv0Or1aJbt26tbq4fCh4pxNFG6Zq1H21UFAD2rKTAknqi62Li/Npe2i4/Px+9e/cOWF1E50N0/8dE54eOFGynTp0CADhV9c974jq37vTp0+jfv39I6mpr/A7RAeDQoUM4deqUu7eM5K9//WuziiLvGpvkMBJCbE7E2HSBel0j4fUnIiKi5tHr9Rg4cGC4y6AW6HyIHtWs/ag1WgiCwJ6VFFDuED023q/t9ee2k/ZDFCjnh3Np+vtnmVwBQa7gh44UdL6E6NK6kydPhqSmtsivED07OxvXX389fvvtNwiCAFEUAVT3oAHAyT7CiCF26+Tr68rXn4iIiKhtqqyshFwuh1KpatZ+BEGARhuFysrKAFVGVD0UgUobBaUf404DQJQhzr0fokCSepFLvcqbSqbUsCc6BZ0UjLvUMfW2kYZzkQJ3CjyZPxs99NBD6Ny5MwoKChAVFYWDBw9iy5YtGDBgAH744YcAl0hEREREREQNMZvN7l7kzaXRaNkTnQKqsLAQUYZYv7fXxcS690MUSM0O0VUaGBmiU5BJIXpDPdEhV8KliGJP9CDyK0Tfvn075s2bh8TERMhkMshkMlx++eWYP38+ZsyYEegaiYiIiIiIqAFmsxlabfOGcpGwJzoFUlVVFcrLy5sVomui9JDJ5eyJTgFXXl4OAJCr/Pv9KVNrYSwvd4/QQBQMJ0+ehEupA2TKBts5VTHIy8uDzWYLUWVti18hutPpRHR0NAAgMTEROTk5AICMjAwcOXIkcNWR33LLLTiUY0RuuSXcpUQcnpvm4fkjIiIiijyVlZXQBChE10ZpGaJTwBQXFwMAdNH1D0PQGEEmQ1R0DHuiU8BJIbpM7d+wqDJVFJxOJ39nUtBYLBbk5+e7h2tpiFNtgCiKOH36dAgqa3v8GhO9d+/e2LdvHzp37oxBgwbhxRdfhEqlwtKlS5GZmRnoGqmJfjxaiDX7cmCyOqDXKDC2bxqGdktCbrnFr0kn/d2uvn0ACNvkl/WdG38F4ty0JIE8f23t3AUCzxkRUev24Ycf4q233sLx48exfft2ZGRkYOHChejcuTPGjRsX7vIowpkrK5GQnBqQfak1UbBarXA4HFAo/HrLSOQmhejN6YkOANroGBTnn4UoigEZtogIAMrKygAAcrV/H0LKNdXblZaWQqfTBaosIrfzk4o2HqK7VLEAgBMnTqBr167BLKtN8uuO6IknnnCPkTdv3jxcd911GDp0KBISErBq1aqAFtiSNTXwaqh9zXUFRitOl1iQHq9F3/Q4j3b7Tpfiw+0noJTLkJmkR77RijX7clBirsLWP4uaHH4GIpCvuY8Ssw1VThfUCjmiNQpc2ycN4/q1b7SO+vhaR265BUfzTFi95zQ0SrnHuemarG/wfNe330AH8pEut9yCNftyIIpwn79Vu09BFEV0S4luUqgbCeeupQXSkXDOiIgoeJYsWYI5c+bg4YcfxnPPPQen0wkAiI2NxcKFCxmiU4PsdjvsVVWB64murb43qqyshMHQwPirRD6Qeo9rm9ETHagO4QtPH0dFRQWvSwqYkpISCHIlBKV/k97KNXoA1SF6hw4dAlkaEYAak4o2NB76OU41JxcNJr9C9KysLPfPXbt2xeHDh1FSUoK4uDiPT4TPnDmDtLQ0yGR+jRrTojU18Gqofc11p0vNKDDaIAgCtEo5bhrQAQ9c2c3d7sPtJ7H/TDniolRQymXoEBeFgznl+Hp/DmK0qkbD45q8habVgbwNW/8s9um51dyHw+nCb2eNsDucUCvlUClkOJpvAiBiXL+m/2Pj6zmW2uWUWnCi2Iz+neIglwlIMWiQXWhCqdnucR582W9956axc9qSlZrtMFkdyEzSQy4TYLM7sfdUGcoq7UiL1foc6kbCuWtpgXQknDMiIgquxYsXY9myZRg/fjxeeOEF9/IBAwbg0UcfDWNl1BJIwwhoNIG5L5DCeIboFAiB6okubV9UVMTrkgKmuLgYco3O7283SCG6dJ0TBZq7J7rah+FczgXtDNGDI2Dpdnx8fJ1fOj179sSJEycCdYgWo3bgJYrAmn059Y4h3VD7muv0ajmyCythsjmRHK2GCBGrfz6DfadL3e1UCgFxUUpY7A4cyavA8SITlHIZ7E4RKQaNOzw2WR0oNdsbfB5SaFpzu8IKG77en+fzc5P2oVMp8GehGRBFiIIAUQQgAha7E1/vz2vy+Nq+nuOa7bomR0Mhl2Hf6TIYLVXIN1qh1yjcQ8w0Zb/ezo0v57Qli9MpodcokG+0orzSjv1ny6GQC+iW3Ph1UFO4z11T/35GgnCfMyIiCr7jx4/j4osvrrNcrVa7vwFKVB/pGtFoAxSinwvjee1RIEiTgTY/RK8OkBhWUqC4XK7qEF0b7fc+5NrqEJ3j9VOwNGU4F1ERBVGmcPdep8AKahfxtjo7cVMDr4ba11xXYXMCEKGUC3CJQIJeDYvdidMlFne7Tgl6dE81QKuUo7SyCnanC9f2aYekaDXyjVY4XaLX8NibmqGptJ1SLsDudPn83KR9nC2rhNPlAoTq60KrkqHK6YJWKYPd6WpyGOjrOa7ZLiZKiT7tY+BwijhaYIIgAGP7pnn05PV1v97OjS/ntCVLjanubS4IwJ8FFXA4XeibHguDVtWkUDfc564lBtLhPmdERBR8nTt3xt69e+ssX7duHXr06BH6gqhFCXRPdPW5MN5iidxOBtRyBCxEj4712B9RcxUXF1fP/aDzf6ghhS4WAJCfnx+gqog8nTp1CqJMCVHhw7/xggCnylC9TRvNZIOp7Y2zEgJNDbwaal9zXbRaDkCA3SlCJgDFJhu0SjnS47Ue7drHRqFLsh59OsRi2pVdMa5fB3f4mV3oPTz2RgpNLXYH9p4qhcXuwLV90poUyEv7UCtlcLpEaM8N42KyOSETgGSDBknR6iaHgb6e49rt1Eo5+nWMxdRhmXhk1AV1hvDwdb81A+WmnNNIlVtuwaEcY6O9sYd2S8Ijoy7A1GFdcHHHOKjk8iaHuuE+d+EIpH09v/UJ9zkjIqLgmzlzJqZNm4ZVq1ZBFEXs2rULzz33HGbPno1Zs2aFuzyKcFLYHeie6FI4T9Qc7hA9AGOi19wfUXNJwXfzQvTqbfPy8gJSE1FNoiji1KnTcKqiAR+HHHKpDLBarfxdGQScaj0IpMBrzb4cZBea3GMu1xd4NdZeWmeyOpGZFIUCow0FFTb3mOjS5KK193HLwDT3uqHdktA1We/XRIoCBFT/JyBep2rSc6t57I2HCrDzeDFOFptRZKpCUrQaGQk6v8JAX8+xt3a3DOxY7/jXTXntmnNOI0lTxwdPjdEiNUYLQYYmXQc1hfPcNfXvZ3MFavz11nK9ERGRd/fccw+0Wi2eeOIJVFZW4rbbbkNaWhoWLVqEiRMnhrs8inBS2K0OVE90jcZjv0TNUVhYCI1OD7miefGDFKJz2AwKlJycHADne5P7Q6aOgqBQuvdFFEhFRUWw2axwGdr5vI007MupU6eQlBS5c7+1RAzRg6SpgVdD7WuvKzBacbrEgvR4rTsk9+WYUvjpK2nsaI1Sjn7pce7JDB8ZdQEeGXVBk8K81Bgt/m9wBq7qmYxSsx12pxNKubxZYaCv5ziQr4W359WSw8zmTFjZ3FA3nOcuVIF0oCcEbenXGxER1c9oNGLSpEmYNGkSKisrYTKZkJycDAD4888/0bVr1zBXSJHMarUCAFRqdUD2p1ZXh+g2my0g+6O2rbCoqNlDuQCAjiE6BdiZM2cAAIroBL/3IQgCFPp4nD5zBqIo+j1BKZE30jUqTRjqC5eqeoz/s2fPon///kGpq60Kaoje1n95NDXwaqh9zXWpMZ7heXOO2RBp7OjMJL177OjsQhNKzXb0TDNERAjo6/4C+Vq0Jg29xsE4r5EkFLU39/wSEVHbce211+K7776DWq1GVFQUoqKiAABHjhzBVVdd5X4TReSNO0RXBSZEl8J4ab9E/rJYLDCbTIhr37nZ+1JpoyBXKDlEAQWMNGGj0uB/iA4AyugEVJ7OR2lpKeLj4wNRGhEA4PTp0wCqh2jxlRS4S9tS4HBiUaoXJzNs/fgaBxfPLxER+Uqv1+P666+Hw+FwL/v9999xxRVXYMKECWGsjFoCqcd4oHqiS2E8Jxal5pJ6jQeiJ7ogCIiKiWVPdAqYU6dOQVAoIddGN2s/SkN1cH7y5MlAlEXkdvbsWQCAU+n7Neo615YdMAIvqCH6oUOHkJGREcxDUBBxMsPWj69xcPH8EhGRrz777DOUl5dj0qRJEEURBw4cwBVXXIFbb70VixYtCnd5FOGkEF2pVAVkfwpl9Qf+VVVVAdkftV3FxcUAAJ2heZOKSqKiY1FcXAyXyxWQ/VHb5XK5cOLkSSgNic0eRUFpqB53+sSJEwGojOg8aax9aYgWX4hyNUQZx+kPBr+GczGbzXjhhRewceNGFBQU1PkHLDs7GwCQnp7e/AoprDiZYevH1zi4eH6JiMgXWq0WX3/9Na644grcfPPN2LJlC+644w689NJL4S6NWgC73Q7gfPjdXApF9X5qfjOCyB9SiK6NDlSIboDL5UJ5eTni4rwPcUrki7y8PNisVujaNX/iRWUMQ3QKjrNnz0KUKSDKNb5vJAhwKvXIycnlOP0B5leIfs8992Dz5s24/fbbkZqayheklWvJ416Tb/gaBxfPLxEReWM0Gj0ey2QyrFq1CqNGjcKECRPw5JNPutsYDL6PhUltjztEVwRmyisle6JTgJSWlgIAtPrA/A6TwviSkhKG6NQsx48fB3A+AG8OpSEREAT3PokCJScnFy6lHmhi7upSRaOy4hSMRiNiYgLzISb5GaKvXbsWX3/9NYYMGRLoeoiIiIiI2oTY2FivnVFEUcRbb72Ft99+292DyOl0hqFCaikCHaJLPdGl/RL563xP9ACF6OfC+OLiYnTp0iUg+6S2SQq8VQEI0WUKJRS6OGRnM0SnwLFYLKioMMKla9/kbV0KHQAgPz+fIXoA+XWXFRcXxxmHG5FbbvF5+Ib62krLc8srYalyIT1ei77pcY1u529t/tRsdzqhlMvDOkxFQ3X7e47CLRR11zwGgBZ5noiIiFqyTZs2hbsEaiXOh+iBGs6l+m0ih3Oh5pK+TaOJ0gdkf+ooncd+ifzl7okemxyQ/Sljk1B65gjKysoQGxsbkH1S21ZQUAAAcCl1Td5W2qagoAAXXHBBQOtqy/wK0Z955hnMmTMH77//PqKiogJdU4v349FCrNmXA5PVAb1GgbF90zC0m/dPN+trKy3fe6oUOWVWKOUCYqNUuGlABzxwZbcmHaMpx2tKzccLTSgyVSExWo3OiTqfawikhur29xyFWyjqrnkMc5UDoihCr1a2qPNERETU0g0fPjzcJVArIYXdgQrR5edCdPZEp+Yym80AAJU2MLmBtB9pv0T+On78OAS5EgpdbED2p4pJguXMERw/fhwXX3xxQPZJbdv5EN3778+os1sgryqHUxWDyvbDPNbVDNEpcPwK0V9++WUcO3YMKSkp6NSpk3vMPMkvv/wSkOJaotxyC9bsy4EoAplJeuQbrVizLwddk/Vee0l7a2vQKLBmXw6KTTbkllvhFEUoIcDudGH1z2dwYbtorD+YD1EEUgxqnCm14v1tJyC6gG7tqo9TuyfzvtOl2H+mHJv/KERclMrr8ZpSs9nmgMnmhAgRJqsdlVUO9zaA917NTe0x3tgyAPXW3dC6QPS0DlZP8aZcP4E4RopBjU1HygEIuOKCaJhrvI6tpUd6S/02QkvEc01E1DT79+9H7969IZPJsH///gbb9unTJ0RVUUskjV0uD9RwLkoO50KBYTKZAAAqTWDuDdWaKI/9EvlDFEWcPHkSSkNCwOb4UxqqO6KdOnWKIToFRElJCQDApfAeosuryqGwlnhdJyq0HvugwPDrLmv8+PEBLqP1KDXbYbI6kJmkh1wmIMWgQXahCaVme51Qqb62p0ssMFkdKLPYUVnlhFwAzC4R0VoFLHYnjuabYLI6oFQI2Hm8HKXmKpRb7Mgts6BX+xh0SojCieJKd09mURTx84lSGK12WKqc6JMeg7RYbZ3jNaVmg1YJu9OFBL0a5ZV26FVKGK12bPy9APvPlDWpp7u3dQAaXdanQ2y9dQPw+Tk1VbB6iueWW7DnRCkKK2zolRYT8LolNa+7EnMV5IIACAKqnK6gHC+cWuq3EVoinmsioqbr168f8vLykJycjH79+kEQBIiiWKcdx0SnxkghukqlCsj+lMrq/dhstoDsj9ous9kMmVwBeYC+JaE8F8azJzo1R2FhIaxWK3QpiQHbp9JQva+TJ08GbJ/UtkkBuCjXNHlb17ltGKIHll8h+lNPPRXoOlqNOF31kBj5RitSDBrkG63QaxTuntO+tE2P10IuE3C21AJBAFwAZKKIwooqJOrV6Jaix8EcI/adLoNCJqCyygFBEGBzuFBksmH38RL0am9AZpIeh3LLsSu7BLFRSqTFapFdaMaBM0Z0jIuCCMF9vKbWXGG1QymXodhkg1Yph6nKDrlMwI7sImiVCp97ugN1e4yv2n0KAgRolPIGl+3ILoJcJtRbt6/PqSmC1VNcCiALK2w4UWSG0+VCnw5xAau7pprXnV4th1MUARFQyWVBOV64hKJXP1XjuSYi8s/x48eRlJTk/pnIX1LYrVSpA7I/KYyXwnkif9nt9oB9QwIA5HIONUTNd/r0aQCAIjohYPtUGhI89k3UXGVlZQAAl6LpIbp4bpvS0tJAltTmycJdQGuTGqPF2L5pEAQgu9AEQQDG9k3zGiTV17ZvehwGdU6AQiYgWq2AIAgQZAIEAFd1T8ZVPdphUOcEOJwirHYRLhFIja3+C6KUy2CxO6FXKSGXCVDKZbC7XDBolIhSKZAaq4HDJeKPAs/jNbVmnVoBvVoOAQL05/Y9qHMCXC4gxaBx96I2WR3unu61l5ea7e5e0TXXlZntKK2sanSZywUM6pzgte6mvA5N4a1e6bn4q2YA2SstBh3itDhdYsHBnPKA1V1TzXOTb7QhI0GHjvFaFFRYg3K8cAnGa0Xe8VwTEfknIyPD/TXyjIyMBv8QNcRqtQIAVAEK0aUw3mKxBGR/1HY5HA7I5PKA7U/aFye9pebIy8sDACj1sQHbp0yphkytde+bqLmkYatEWdO/ZSbKqjtGVlZWBrSmts7nj4Tj4+Pxxx9/IDExEXFxcQ2OG9XWvy4wtFsSuibrfRobuL62V/VMxo7jRbDZXVDJZSg226BTK3DfFV081hstduSUCXA4XdAqFbA7Xe6e4YkuNexOF5QyGYzW/8/em8fXVdf5/8+z3f3e7Gub7im0QMsOFYtswswgg8Io47jhNgMCo6AiOurgijIgoyOiol8Y/MEIzDg6ZYdSoWCBUuhe2rRpmqTZk5u7L2f7/XFzL9mb5WZrPs/HA9Kc+zmfz/u8z8nNzeu8z+ut43YqGKZFmc/Bte9ZwjnLSnLrTTRm3TTRFCVXubzzaO+wlfWjVYUPfq3QqyEhHXObz6Vy8epyLl5dPmzc4zmmsTKeJw3GymBbn7U1RaiKzNWnL+SMJUXjinusntSDc5ON43jysp6KcyUYHpFrgUAgmDzd3d2UlLxbxXb//feTSCT427/9W9avXz/D0QlmO9FoFEmScbrGX602HIqi4HS5he+0YNIYhoEs519EFxZXgsnQ2toKkLemollUTyGtra3Ytp03r3XB/CVrW2UrE7Bqk2RsWRO/x/PMmCvR77nnHvx+PwD//u//zj333DPif4JMte/q6sCYBMnhxlYVuLnmrEUUeR3YwKISL9eetzQ3Jvt6ZYGbIq8zUxHuVCj1OfnwmQvxOFTqO6OU+pz89SmVaIqcsYdB4qPnLOKDpy0cEttEYl5bU5TbZ7TK+pGqwofb55qzFvGRs2qOua3/HCPFPZ5jGgtTUeHeX4A0LZv2cJIyv3PcAvrmuk7uef4AP3+xjnueP8Dmus5jHkv/c5fPPM0GpuppBMFQRK4FAoFg4uzatYslS5ZQXl7OiSeeyPbt2znrrLO45557+PWvf82FF17IH//4xymP40c/+hGSJPGlL30pty2ZTHLDDTdQUlKCz+fj6quvpr29fcB+jY2NXH755Xg8HsrLy/nqV786pEL0z3/+M6effjpOp5MVK1bw4IMPTvnxzDcikQhujwdZzt+Dxh6PV/zxLZg0lmXlV0zsm8uyrPzNKZh3dHR0AKB4C/I6r+otIJFIEIlE8jqvYH6SrSK35YlZYtmyJirR88yYz8SnPvWpYf8tmDqOVUk9UkV4VYF7SEXyjqYgTT0JaordrK0pmvaYRzuWkV4b67bpJt8V7lkBcsOOFuo7o7mmjOOtQBee1EOZiqcRBMMjci0QCAQT49Zbb+WUU07h4Ycf5ne/+x0f+MAHuPzyy7n//vsBuOmmm/jRj37EBz/4wSmLYevWrfzqV79izZo1A7bffPPNPPnkkzz++OMUFBRw4403ctVVV/Hqq68CmUrQyy+/nMrKSv7yl7/Q2trKJz/5STRN44c//CGQ8Xq//PLLue6663j44YfZuHEjn/vc56iqquKyyy6bsmOab4TDYTxeX17n9Hh9hEPz+wljweRRFAXbzp/gbfeJ50oeLWIE84+sT7Ti8uZ1XtnlATJe1oFAIK9zC+Yfub4k0sTe72xJFv0j8sykO3wkk8khDWfEm0X+yFYJZxksjg9+faT91tYUjVs8H6s1yEhxDRcTkPNJHlx5P1xl/Fi2TSf9j3N1df6u88kKkIMtYSoCLva0hNjWEOSMJcxrQXOmr5m5znjeB0SuBQKBYPxs3bqVF198kTVr1rB27Vp+/etf84UvfCFXUXzTTTdx7rnnTtn60WiUj33sY9x///18//vfz20PhUL89re/5ZFHHuGiiy4C4IEHHmDVqlW89tprnHvuuTz33HPs3buXF154gYqKCk499VS+973v8bWvfY3bb78dh8PBL3/5S5YuXcrdd98NwKpVq3jllVe45557hIieJyzLoru7myUrTsjrvAVFRRxtaiCVSuF05sdrXTD/UBQlr1XjWRE9n09dCOYfvb29SIqGrE7AJmMUFKc3N/+iRYvyOrdg/pERwCWQJvh+JymiQXiemZCIHovF+NrXvsZjjz1Gd3f3kNeFP9nUsLmukw07WogmjVy18vrashlfa6xjpzP+qWCq45+MADnYk3pHU5DmYIL/eauZl+s651yuBbODuf4zKxAIBHOBnp4eKisrAfD5fHi9XoqK3i18KCoqmtLHwm+44QYuv/xyLrnkkgEi+rZt29B1nUsuuSS37cQTT2TRokVs2bKFc889ly1btnDKKadQUVGRG3PZZZdx/fXXs2fPHk477TS2bNkyYI7smP62MYLJ0dvbi2maFBWV5HXewr75urq6WLBgQV7nFswfFEXJCd/5wLLM3LwCwUTp7e1Fdua/+Ed2ZirRQ6FQ3ucWzD8Mw5i4gE6mEl00Yc4vExLRb731VjZt2sR9993HJz7xCe69916OHj3Kr371K370ox/lO0YB02vXMZ61xjp2rtuNzPb4+1vC7GkJ0RzMWPecVF0w62IVzA1m+zUvEAgExxOD/YKnqxnZ73//e9566y22bt065LW2tjYcDgeFhYUDtldUVNDW1pYb019Az76efW20MeFwmEQigds99HdKKpUilUrlvg+Hw0Cm4lr4IA+lo6MDSZIoLC7Gtu3RB9vvfj3W2KLiEiRJoqOjg6qqqvwEK5h3qKqasXMZx7U52ljLNJAkKe8V7oL5RTKVQnG4kDjGdTmIY41XNAeSJBGPx8X1KcgLkiQhj/CxUOr3dbgxkughMWbGmqMJiegbNmzgoYce4oILLuDTn/4069evZ8WKFSxevJiHH36Yj33sYxOZVjAKw9l11HdGCcb0vAta41lrrGOnM/6pYC7En7WE2dYQ5H/eauak6oJZG6tg9jMXrnmBQCA4Xrj22mtzdhnJZJLrrrsOrzfzSHh/MTmfNDU18cUvfpHnn38el8s1JWtMlDvuuIPvfOc7Q7Z3dnaSTCZnIKLZzZEjR1i2bBk1NTXEw6N7mFuWkft6rLELFlSzbNkympubhYgumDCVlZWk0mk0PTbqOKnPN12yrVHHemSLZcuW4fF4cs0hBYLxUllRgenwUuw6tnDWIdukAU22qTzG+MKyAgqWLSOZTIrrUzBpysrKWLYsTbR8eNuh7kYZA3CqMtXDjHFbNfg1S1yLY2CsT31OSETv6elh2bJlQMb/vKcn8wHsve99L9dff/1EpjxuGY+f8GhzdEWTyDI5u472cBKfS6XIq00ojv7fAwNeG2wN0h7OrN0VTdIaGngcw40dLq6xjpvIsRxrez4YLf7JrNsaSlDXFgXJprbCn5cmpWcsgZfrOvOS6/EwlfmfT8yWPObzZ3YmmC15FAgEgmPxqU99asD3H//4x4eM+eQnP5n3dbdt20ZHRwenn356bptpmrz88sv8/Oc/59lnnyWdTtPb2zugGr29vT1nP1NZWckbb7wxYN729vbca9mv2W39xwQCgWGr0AG+/vWvc8stt+S+D4fD1NTUUFZWJnovDUNrayv19fVcUVSOJ1A86lhZVnNfjzW2sLSK+vp6mpubufzyy/MWr2B+EQwGOXTwIOernlGfsrH7LAtsSUbXRm72GElZ1NfXc+GFF1JeXp73eAXzgwMHDqAWLyC9+thWGbol5b62JUcfHwul6ayvJ51Oi+tTMGk6Ozupr6+n17Fu2Nd9hoUCpAyLAx1Dvc99DU0UOUxxLY6BsRaUTEhEX7ZsGYcPH2bRokWceOKJPPbYY5x99tls2LBhyCOf85l8+An3nyOWNggndGKpd+cbizg0OI4lJR4auuNEkwbRlI4kSXgd6oAYs9Yg9Z3R3Jjfv9E05Dj624jUd0ZHjGus48Z7LNlYpsOvfLj4D3ZEJ7zu5rpO7n/5EPWdmUqL5eU+Prd+2aTjzleux4Pwzs4PsymPM3Ed5YvZlEeBQCA4Fg888MCMrHvxxReza9euAds+/elPc+KJJ/K1r32NmpoaNE1j48aNXH311QDs37+fxsZG1q3L/DG3bt06fvCDH9DR0ZH7A+35558nEAiwevXq3JinnnpqwDrPP/98bo7hcDqdwzaylGVZNBMchqamJmzbpqJ64bGtgPo9+32ssRVVC7Btm6amJpF3wYRRFAXbtrFtG2m066i/L8Eo16Zlmdi2jaqq4roUTBjLsjLOQYzPPu2Y4yU5d72L61MwWWQ5cz1ZI7gI9XfBGnaMbSHLkrgWx8BYczQhEf3Tn/40O3bs4H3vex+33XYbV1xxBT//+c/RdZ2f/OQnE5nyuGNHU5DfbTmCQ5XG5Cc8uGpyR1OQnc0hXjrQiUuTCbg0ZBkkJD58Rg21le/Ok91XN000RRlQeTnY17ihO8rjbzazrMyL16FyuCuGIktceEI50ZSZi3FFuY8PnFJNTzzFxn0duDQFn1OhOZjksa1NA44jayMyUqX7aOPGw0gezWnD5NGtzWPO9UQZHD/APc8fmJBndGsowaNbG2nsSeBzaUjYHOmODcnt4H3GmrvJ5no8zCbv7LlcfTyb8phlOq+jfDEb8ygQCASzEb/fz8knnzxgm9frpaSkJLf9s5/9LLfccgvFxcUEAgFuuukm1q1bx7nnngvApZdeyurVq/nEJz7BnXfeSVtbG9/85je54YYbciL4ddddx89//nNuvfVWPvOZz/Diiy/y2GOP8eSTT07vAR/H1NfX43A6KSopzeu8Pn8Anz/A4cOH8zqvYJ4yTb0eBIKxYNs20jgF9PHOLxBMlszN7klcS7aNJIkmzPlkQiL6zTffnPv3JZdcwjvvvMO2bdtYsWIFa9asyVtwc5XNdZ38bksDO5tDFHk0NEVmQaFnRD/hwVWTtm3zZkOQcDLjSRxwqxS4HWiKhM+lUep35ubI7nu4K0ZXJEWpz8HSMl+u8jLra1wRcNIcjBNJGvTE0oCNYdn0xnV8TpWUYeNzKtR1RPnft46ytzVEb0xHliGhW1QXunj9cIiUbpIyLDbu6+Dj5y7OHUNVgXtITMNVgfYfN176ezQndANFktjXFqapJ8bhrviYcj1Z+se/tyU8Yc/oYEynN6ajyBIuVUI3JWzbJBhPj+kaGUtl7WRyPR5G8s6ua49Mq/g616uPZ6sH+XRdR/lituZRIBAI5iL33HMPsixz9dVXk0qluOyyy/jFL36Re11RFJ544gmuv/561q1bh9fr5VOf+hTf/e53c2OWLl3Kk08+yc0338xPf/pTFi5cyG9+8xsuu+yymTik4w7DMDjc0MDCRUvzXmkmSRILFy3hwL7dJJPJWeedL5gbZMXEfDVMFo3yBLOavutTiOiCfCDL8rGbMh8Dcf8yv4xbRNd1nb/6q7/il7/8JbW1tQAsXryYxYsXH2PP+UG2ClJTZIo8DhK6wTutYXTTGtZPeHDV5L7WEK/X91Do0SjzO+mN6/TEdEp9ThK6SVK30E1zwL7xtEE0qWNjE02ZxFJGrvKyyKsRSxs8tauHWMpAN210y0ZTJKoK3fTEdCJJg+ZgjMaeOEnd4p3WMIqcEexTuknSsGjtTeB3qWiqgmnDa/VdXLyqfIgoNZVVoFmP5p3NQTojKYLxjFi2otw7plznm8l4Rhd5NQq9GnUdEboiSUzLBqScJ31/Zntl7XB5iKUNHnuzCctiWgTt2Z6jsTDXPchnCyKPAoFAMHH+/Oc/D/je5XJx7733cu+99464z+LFi4fYtQzmggsu4O23385HiIJBNDU1oafTLFy0ZErmX7BoKe/s2cnhw4dZtWrVlKwhOL7Jt4guREpBPsjYZOT/Rozdd3NHUUT1ryBfTOa9TtgK5ZtxZ1PTNHbu3DkVsRwXZKsgl5b6OKHSj1tTCcZ10oY9rJ/wu5XiLhRZQlVkdMvC79ZQZRmXmjlFPXEdt6ZS6nOg9b0hZ/f1OTR006bE50Q3LfwujWjSIBjTAUjqBtGUCZKEpshgZxoPRJIGxR4NTZV4py0KSCwp8RBPZ8R6n1PB59LQDZOkbpI2bWQJ1iwowLLIzT/a8VQEXANimQxVBW7OW1FCU0+CcNLArSk4NZmUYbOo2H3MXOebrGe0JEF9ZxRJYszrVhW4ef/qCgB008740jsVHOrQD5dTmdN8MDgPST3jU+jWVJaV+bBt2LCjhdZQYspimO05GguTuZ4E7yLyKBAIBIL5RF1dHQALFy+dkvlr+ubNriMQjBfDMJDl/AmKWUFI1+fO53zB7ENVVZiKpxls8935BYJJkpebj6IUPa9M6Cf74x//OL/97W/50Y9+lO945jz9qyAXFnnQTQvddHPDhctZW1M07HhZhv1tYRYUejBMC02WCcbS+F0qFuBQZdYuKEBTZbzOdysqddPEsCyagjFMy6I9lMTv0ogk9VzlZTCmo8kKpT5HxirGgsaeGA5VZnGJB8uySRsmli1xUnUBvYk0e1rCmJaFYYGEjcehsqjYTcDtYEGhh1jawCUxbGXnVFeB1pYHWFLqpSLgAmzebOihO5aitsLHsjLvgFxPhz/2ZDyja8sDrK4uwO9SkSSJIreDjkhyiO3EXKis7Z+HrkiK329tHCBoT7WdxlzI0ViYix7ksxGRR4FAIBDMFw4cOADAoiXLp2T+7Lz79++fkvkFxz+xWAwtj1ZAmtOdm1cgmCiKqmL0Cd75JFuJLkR0QT7IPHEzSRFcPLWTVyb0k20YBv/v//0/XnjhBc444wy8Xu+A1+dzc9FsFeSGHS3Ud0ZzVhbDCegABzuiRJIGhzqi7GsNs6zMy2mLCnm7sZdgPI0EVBY4UZWMgJ6tqMz6Pzd0x2kJJrDJNMbwOJQB4wAKvRrNvRJmnyjudaqYls3+tgiqLLGwyINbk4ilDQrdDjwOhVjKJJrUkSRYWennqtMX8urBLjoiydwxDSdMjXT8+RKxirwZmxvTsknpJpGkQTRp8MbhHlZW+Pj8+RkBfTr9sSfqGZ09FttmVOF3qnOaL7J5aA0lpl3Qnis5GgtzzYN8tiLyKBAIBIL5wP79+5EkmYWLpqYSvXJBDaqm5cR6gWC8xGIxHK78fSbLzhWPx/M2p2D+4dC0nE1uPrFNIzO/w5H3uQXzD9M0J1lJLmGaon9EPpmQiL57925OP/10gCEfqPLmdTaHGWsVZNbHudzvYlmpl+ZgMmOD4VA4Z1kxqiJjmBYeh8qHz6ihttKXEymzXuiKBIV9DTWrC114nRofO2dRTrSvKnBzzVmLCCcOUd+ZuVu/tDRz08PvcrCwyEU0ZdIRSZLQDWIpgxMq/aQNC7XP1/0jZ9WwvraMs5cWj6mycyqrQLNi6aNbG9ne2IvbobC2phDblnBpMivKfXPGH3s8wu9cqqydKUF7LuVIIBAIBAKBYLLYts2BAweoqKrGOUVNP1VVZUHNEg4ePIhhGKK6UjBuotEomq8gb/NlRfRoNJq3OQXzD01zYCeNvM9rW2bf/HPriWjB7CTTQHniGqstyVhW/m8WzWcm9Clo06ZNYxrX3NxMdXX1vDSyH0sVZNbHeVmZD0WWOMGpsb0xSNIwObWmCEWWMC2b+s4opX5nbr7sfgFXxgu9osBFKK5TU+wlnNBznulZsuJiXVsUpMyjHL9/oym3rtdpE0sZfOTMGkp9rlzF8GAxcjyVnVNZBbq+tgzbtumN69SW+wi4Hbk8ZT2w++d1OuxEJsp4hN+5VFk7U4L2XMqRQCAQCAQCwWRob28nGo2yes0ZU7pOzeKlHKmvo6mpiaVLp6biXXB8kk6niUQiVFcszNucDpcbWVEIBoN5m1Mw/3A4NOxYKu/zZivRhYguyAe6rmNLk9BTJZm0nv/rfD4zpaUEq1evZvv27Sxbtmwql5mzDOfjXOjVkJBGtcLI7hdN62iKRHc0hVtTB3ihD6a/uDiS3UZthX+AADmbxcjaCj/VhW6iKROv0x6Sp7nkj328Cr/H63EJBAKBQCAQzAamuqlolpoly3LrCRFdMB46OzsB8BYU521OSZbxBAppb2/P25yC+YemaTAVFbp9cwo7F0E+SKVSIE9ctrUlhXRKiOj5ZEpLxO15bmDfGkqwtyVMaygx7Pa9LSHK/E56YinqO6MkdINzl5Vy5pIiQok0e1pCSBLDWmEsKclUnTtUBdO0MS2LSFLnvBWlQ8Zm19vRFGRvSxjIzClJUN8ZHXGN6WSkXI1E1jJkuGMY7TWBQCAQCAQCgeB4ICui10y1iL44I6IfPHhwStcRHH90dHQA4CvMn4gOGVG+s7Mz4xcsEEwAh8ORs17JJ6ISXZBPUqkU1mQq0WUF0zQxjPxbF81XhKndFDFSY8vs9u1NvbQEE6iKhN+lcWKlH5es8Ke3m+mKpgm4NSoCLs5bUTKgIebmuk5+s7meQx1RDCvTJNShyvQmDMLJKP+zrYliryO3T3a9w10xuiIpSn0Olpb5uGJtNTe/f+Ws8I+eaBPQ0SxDhD+2QCAQCAQCgeB4pqGhAYDqmsVTuk7VgkUD1hMIxkq2WtxbWJTXeX2FRbQ3WHR1dVFRUZHXuQXzA1VVsS3hiS6Y3cTjcZAnfi3ZffsmEgn8fn++wprXzD+z8mlgcGNL24YNO1rY0RRkw44WuqMp2kMJbECRJXTTYsuhbrpjKaIpExubtGHiUCVePdidq85uDSV4bGsTR7pj+F0qXqdKayhBayhJwKVQ6HHQ2JPg0a2NfdvfbUAaTerY2ERTJrGUwYYdLQCsrg7MeAX6cLkaT0X6SMcw2msCgUAgEAgEAsFcpqGhAbfbQ2FRyZSu4/X5KCgs5vDhw1O6juD4o7GxEYBASX6F7ux8zc3NeZ1XMH9QVRUsK/8T25k5lUF96gSCiRCLxXNC+ETI7huLxfIV0rxHiOhTQLbxZ0XAlWtsGU0aNPUkiCYNVEXGsMDvUrBs8GgKumVhA7ppUeJzops2PodGNGnkmmUGYzrBeBpFkvC5NFyajGWBZds4NRW/S0WRJXpjemZsXxw+R6YBaWZeC79r4LwzyUi5mg2xCQQCgUAgEAgEsxHTNGlsbKRyQQ2SJE35elULa2htbc34swoEYyQroheWV+Z13oK++Y4cOZLXeQXzB0VRsO38i+i2ENEFeSKVSmEYOrY8cX/97L5CRM8fUyqiT8cHutlI/4ahpvVu08uaYjc+l4phWqgyRJImsgRx3USTZSRAU2S6oyk0RSKaHtgotMirUeRxYNo20aROUreQZZAliZRuEEkamJZNoVfLjB2mAammyMM2IB2vJ/lU52q2NgEVCAQCgUAgEAhmms7OTnRdp6KqelrWq6isxrZtWlpapmU9wfHBkSNHcLo9uLz5tREoLBMiumByyLIMtp3/Pn6W/e78AsEkiEQiAFjKJET0vn2zcwkmj2gsOgWM1NhybU0RV6ytpsTnpKLAjQSYlo1bU/jrUypZWOTB51SQyFSaexzqgIaYVQVuPnJWDYtLvESSBindZFmpl+XlPpK6RTSps6jYzTVnLRrQYNPjUPG5tMy8TgWvc+C8m+s6uef5A/z8xTruef4Am+s6ZzxXwoJFIBAIBAKBQCAYnqNHjwJQmucK35HIriNEdMFYMQyDpqYmCsqq8l5cV1BaAZIkfPoFE2bqCj7tKZ5fMF8Ih8MA2IpzwnNk983OJZg8k2osevDgQQ4dOsT555+P2+3Gtu0BbxZ79+6lunp6qiNmGyM1tuy/vTUUJ5G2qCl2s7amiNZQgmBMRzdNNEUZ0hCzNZSgxOvklvevJJTQwZaorfQBUNceyX0/UoPN4ebt70leEXDSHEzy2NYmVpT7plTIzh5rkVcbNsbWUGLIsc/nJqHz/fiPd8T5PX4R51YgEAgEU0FWzC4TIrpglnL06FF0XaewIv96gOpw4i8qFT79AoHguCWfInooFMpLTIIJiujd3d1cc801vPjii0iSRF1dHcuWLeOzn/0sRUVF3H333QDU1NSMOs8dd9zBH/7wB9555x3cbjfvec97+PGPf8wJJ5yQG5NMJvnyl7/M73//e1KpFJdddhm/+MUv5kQX7mw1+EjbV1cHxjQeMtXiG3a0ZDzOXZlK8vUrywbsO9444F1Pck2VeP1wiJRukjIsNu7r4OPnLh7LYY6bYY+ltoyDHdFht480fr4w34//eEec3+MXcW4FAoFAMFW0t7cDUFw6Pb9XSvrWya4rEByL+vp6AIqmQETPztu4bwfhcJhAIHDsHQSCfmRdE/JfMS4NmF8gmCjBYBAAW3FNeA6rT0Tv7e3NR0gCJmjncvPNN6OqKo2NjXg8ntz2a665hmeeeWbM87z00kvccMMNvPbaazz//PPous6ll146wPT+5ptvZsOGDTz++OO89NJLtLS0cNVVV00k7DlL/2rxZWU+bBs27GjJi395kVdDkSV2NPVi2zaaqqAqMq/Vdw2YP1+e6SMdy46m4Ji2x1IGv9vSwI6m4GQPfcLxT6d3/FSe+9nMTHn0Tzfz9fzOB8S5FQgEAsFU0tXVBUBRcem0rFfYt052XYHgWGSrxKdKRM9WuItqdMFEsCwLpsJyRZbenV8gmARZ4dtSJy6i22qmmDYryAsmz4Qq0Z977jmeffZZFi5cOGB7bW3tuJp7DBbcH3zwQcrLy9m2bRvnn38+oVCI3/72tzzyyCNcdNFFADzwwAOsWrWK1157jXPPPXci4c96Bj/+n60Wz9itxLFsm0jSIBjTqSpwD2sX0BpKUNcWBcmmtsI/YiV6VYGbc5aW8HZjkLRs41Ql1iwoIJIy2NYQ5IwljFghPjhWYFjbmP5jsseyrMyHIktUBFzUd0Zp6kkcc3tzME59Z4xgPM29mw7xiXWL81LVOVa7hZmoKh0pX9lzP1cYj6XFfKreHen81rVHhAXIHOd4+dkVCAQCweykszPTw6iwuGRa1gsUFCDLcm5dgeBYNDY2AlBQNjWWQ/2bi65du3ZK1hAcvxiGgSQreZ9XkpTc/ALBZMhPJXpm356enrzEJJigiB6LxQZUoGfp6enB6Zy4X0/Wp6e4uBiAbdu2oes6l1xySW7MiSeeyKJFi9iyZcuwInoqlSKVSuW+n2sG+sMJiCvKffTE0rx+uJtE2sQGAi6Vuo4I3bEUG3a00BlJoSkSl6+pptjr4P6XD1HfmanoX17u43Prl7G+tmxYMfOUhQGWlXmxbVhe5qe+K0JTT4L/eauZZ/a0EkkalPtdLCvz0R5OsmFHCyvKfQPE9VjaIJk2iKZMwgmdykI3S0u9LCnx0NAdzx3PeStK8blU2sNJKgIu2sNJfC6VmmL3qNsPd0Wp74yR0A2KPBoOVcrFMRlBaqyC7Y6mIL/bcgSHKg3Jw1QKYkVeLZcXr0PlaG8cpybnblrMBcYjig+u3p2uPM8U/c9v9rqPpQ0ee7MJy+K4v4lwPDPcufW51Dn1sysQCASC2UtPTw9utweHY+J/e40HWVYIFBTS3d09LesJ5j5NTU2oDgfeQOGUzF9QVpFbRyAYL7quI0kTMmYYHTkzpxDRBZMl++SXpU5cB7H7qtjF7+78MaF3jfXr1/PQQw/lvpckCcuyuPPOO7nwwgsnFIhlWXzpS1/ivPPO4+STTwagra0Nh8NBYWHhgLEVFRW0tbUNO88dd9xBQUFB7r9j+bLPJkZ6/P+53a0c7IjQG9dJmxYSmZ7P/7f9KI9tbaK1N0FbKMmeljB3PfsOP3l2P409CXwuDZcmU9ce4T9fbeBP25u55/kD/PzFOu55/gCb6zrZXNfJw683ktAtmoMJ3mrsoaknwcIiNydVF5DSLQ51RPE5lVw1ZTRpUNceGdCQdF9riF1HwxzuitEVS9PcE6M7muLxN5uJp43c8bx6sIvzVpQgSVDfGUWS4Iq11aytKeKKtdUkdZPX67tpDyc5b0VJbrtuWgTjadyawolVAZaU+Ij2VePnO9+D7RY213Vy76aD7Gzu5VBHlKO98VweJrP+SDH1tzGpKnBzxdpq2sMJXtjXxr7WMJGkwcGOaF7XnSrGa2nx7lMXrgHX23jyPJesYLLnN/vzkNRNbNvGralzzgJkLuV9Ohh8brPvdcfjzSCBQCAQTD89PT34CwqndU1/oFA8Ei4YE7Zt09TURKC4HEmeAqESKCjNVKI3NzdPyfyC4xtd15GUCdWUjkp2Tl3Pr04gmH+8K6IPLWAeM5KMpbqFiJ5HJvSuceedd3LxxRfz5ptvkk6nufXWW9mzZw89PT28+uqrEwrkhhtuYPfu3bzyyisT2j/L17/+dW655Zbc9+FweM4I6cM9/r+nJcQzPXFkWcLrkJEkGVmScGsK3dE0YVUnmjSRJKgscNHUE+dITxy/S8WyLHrjBgnd4O2mIMF4mmVlvlyF76NbG5GQcGkK5ywtoaE7Snc0jdepsramCEWWWFDoYV9rmOZgkhOcWq6aElsaYLOSSFsYlo1p2cgydEbTdIRTJHQTn0MbYGdQWx7g7KUlw9pVdIQTHOmJI0sSf3jrKMVeJ+trywi4VO7ddAiHmokpH1WdY7FbyIrAmiJT5HGQ0A3eaQ2jm1beq0pHqtheUe6jwO1gVZXKwiIX0ZQ5Z6qzx2tpMdnq3bloBZM9x8GYTlckxe+3Ng64iTAXLEDmYt6ng/7nVljzCAQCgSBf2LZNMBhkyYoTpnVdf0EBTUfqSafTOByOaV1bMLfo7e0lFotRtnTqrlGnx4vT483ZxggE4yGVSsEUiujJZDLvcwvmF11dXdiyBsrkNCdLcdPR0YFt21PQSHf+MaHbwieffDIHDhzgve99L1deeSWxWIyrrrqKt99+m+XLl497vhtvvJEnnniCTZs2DfBZr6ysJJ1OD+kk297eTmXl8N5qTqeTQCAw4L+5Qn8B0bRs2sNJNEVCkqDApSHJMqoMumWhmzYlPgduTSWc1HE7FBJpk4BLRZIgkjRoDSXRTRNFllBlmZbeBBI2zcE4vYk0h7titPWJlYossaTEh0tT8LtU9raGeKctTGMwxrIyLy5NHlBNWVvpy8Vq2za6mRHQFVnKlMkDreEEmiwRTeuEE2n2t0VQZCknJq2uDgwQqx/d2kh7JE2x10mRR+NIdyxTaR9KUB5wcX5tGUndYntTkKRuHrOq81iVscPle7BgmxWBl5b6OKHSj1tTCcZ10oad16rS0RqubmsIEk0ZnFDpJ+B2jLk6ezZUBo8lx/2ZTPXuXG7kmP156P9zNZZ8TQXjvW7mct6ng8HvdSMxG35eBQKBQDA3iEQimKZJIFAwrev6+2w5Bv9tJhAMpr29HQBf0dQ2vvUVldDR0TGlawiOT1KpFNIkxcnhkPvmFCK6YLK0trZiad5Jz2NpXhKJBJFIJA9RCSZ0662xsZGamhr+5V/+ZdjXFi1aNKZ5bNvmpptu4n//93/585//zNKlSwe8fsYZZ6BpGhs3buTqq68GYP/+/TQ2NrJu3bqJhD6ryQqIG3a0UN8ZxedSuXxNNa8e7MK0bHoTaUIJA1mCmiIX1563lJ5Ymn9//gBtoSQBl4pLU9AUk3jKIJY2cSiZatYTKv28daSXF/Z1EE8b6KaNIkOB24Fbk1le5qM5mMTnVLFsm78c7ES3LDRZ5q9PqeSWS08YUk153opSntzZQiRp4HUqRJI2mgxpCzRJRpVlLl5VweHuGNsbewFYVublYEd02IajvTEdRZbwuzKXZdrIWLhs3NfBzuZeDndGM8fp0Sj0DPyFN9jrfSyVscPle7Bg218EXljkQTctdNPNDRcuZ21NUd7O/XAV268f7ubeTQfRTZuGrhimZbFmYdGwwupEjj8fHKth6FhyPJiJVu/2z2E8baDIEu3h5Kyv4u7PRPKVTyZy3YgGmpNHVPILBAKBYDxkRWz/NIvoWdG+t7eX8vLyaV1bMLfICtvegvz9vTQc3kAR3UcbicVieL2TF5sE84d4PI7s8Od9XknNPKUjRHTBZEgkEoTDYSzvgknPZWk+IGOXPZeKjGcrExLRly5dSmtr65APT93d3SxduhTTNMc0zw033MAjjzzCn/70J/x+f87nvKCgALfbTUFBAZ/97Ge55ZZbKC4uJhAIcNNNN7Fu3bphm4oeDwwnIB4NxnlpfwfhpIEEVBa4+YdzF/cTWWye3NlGNKXT2pukttxHVYGLlw50AnDO0mLiugnYxNMmhmUjS6DIErZts7c1Ql17FEWWKPM7aelNUOjRCLg0wkmdNxuCdISTA0TjzXWdvHqwC9208bs0/uaUSv68v4uUYVHuUCj0OFhY5OZDpy/g/s31rKoKsKDQQyxtsGFHCz2xFK8e7O7XcLSEQq9Gc2+CSNJAwsa0bVyawmv1Xdg2RFMmiiJhWZlS9+EanGbnevVg95iaUx5LsB1J1MyngA5DbUwauqN0RVKU+52srPBhmBZNPQkUWabM7xwgrA4W4MZz/JNhrMLfRETxqgL3uGPN5nBHU5CuaJpwUsehyNR1hFldPXd+WcyUBchEm7qKBpqTY7410xUIBALB5Mn6kk+7J3rfesIXXXAspk1E75u/o6NjSEGeQDAStm2TSCTQvPl/UkLWMs2eY7FY3ucWzB9aWloAMB2+Sc9l9c3R0tLCypUrJz3ffGdCdi4jeelEo1FcLteY57nvvvsIhUJccMEFVFVV5f579NFHc2PuuecePvCBD3D11Vdz/vnnU1lZyR/+8IeJhD1n6P/4f2sowd7WMJoqU13gpqbYDdi8sLcj99j/lacu5DtXnsQ/nL2YJaVe1tYUUVXo4ZylJWiKTEsoSdqwqfC7KPRquB0qRR4HLlVBVWRs22ZxiZdLVlXiVBVCCYMirwO/W6OiwEVCN2nqeddioL/oc1J1AQVujZRh87n1Szi1poAlpV5qK3x85KwaNEXBsuCEygAFHo2KgIvOSIond7YNsH949WA3719dyaJiN9GkTiRpsLjEywUry7Es8Ls0dNOixOdEN218Di3T4LQtOsRK4smdbXRGUmNuTnksu4X1tWXc/P6V3HhRLTe/f+WUVIgOtjFJGzalPgdLSzPVvWtrilhS6uXq0xcOiGE4K43xHv9EGK+Fx1gtLSZDVYGb81aU0hxMEE7qBFwqNcVuXj3YPecsMqYjX4OZaFNX0UBzcuSjma5AIBAI5hc5EX3a7Vwy6/X09EzruoK5R2dnppjL02cBNFV4+m7sZNcTCMZCMpnEsqyc4J1PpL454/F43ucWzB+yvR4sx+R/z5uOwIA5BZNjXJXo2YadkiTxrW99C4/n3S6xpmny+uuvc+qpp455Ptu2jznG5XJx7733cu+9944n1OOGrM2JU1Uo9mYeDeqJpgjG0wPsEqoK3JyxBF6u68xVhDo1hVMXFfKRM2socGvcv7meUKOODKQMExuwbXAoMquq/ATcGouK3exs7qU7msJRKNMdTeHWlD7x/t2YhrNvOGtJKZeeVDWggrY1lBhSpaopErppDWmeWFvu58d/t5a6tihINrUVmcerdh7tJZLU0ZR344mm9UyDU8keEktXNIWmSHmtjJ1IZfR46V+BrJsmD7/eOOAYyvxOzlhSNCCO4c7FVBz/YGarhUdtuZ8lpV4q/C68LgW3ps6KuOYCk6koFw00J46o5BcIBALBeMkKhoVFJdO6bmFRMZBpdiYQjEbWcsjtm9qnQbPzi6cjBOMh6w0ta2MvAB0rWWFe+E8LJkNW8M4K4JMhK8QLET0/jKsS/e233+btt9/Gtm127dqV+/7tt9/mnXfeYe3atTz44INTFOr8pMirUejVMC2bSNIgmtQxbZsij2OIyDJcReg1Zy3i/JXlrK0p4pqzFrGszIuqSOimjUNVWFrqYWWln2jKxLRsbCSWl/tQJImjwQQSEh8+c+EA+5LRmkUOrqAdLqbL11RT5neOuP/5J5Rx/srynHB9xdpqvE4Vn1NBQsLn0vA4MvYhtRX+IbGU+Z1cvmZuVsZm87e2pmhM1b3DnYvpOP7xNgydLoq8GmV+J6Zt49bUWRPXXGCyFeUzUT1/PCAq+QUCgUAwXrIidlbUni4K+kR7UfUrOBZZUdvty7/ndH/cXiGiC8ZPKBQCQHbm//O24vQMWEMgmAiHDh0CwHROvhLd0rwgq7k5BZNjXJXomzZtAuDTn/40P/3pT4Up/TRQVeDmmrMWEU4cor4z46u1vDxjlTKcyDJaRWj2tbq2KD3xFMVeB7UV/pyneNbz+9a/OpGAS6WpJ0FNsXuI//d4mx8OF1Ox1zGh/XXTRFOUAcc2XCzra8s4e2nxnK6MHUt170jnYqqPf6YbYM61uOYKoqJ8ZhB5FwgEAsF4yPpNFxZPbyV6UXHpgPUFgpEIBoOomgPVkX+7jP64fL7cegLBWAmHw8C7gnc+kfvmzK4hEEyEAwcOYCtObDUPDZMlGcNZRH39YQzDQFUn1BpT0MeEsvfAAw/kOw7BKPQXv7M2J6OJLKNZjwz3WlWBe1gBJyuet4YSQ14br+gzeN3J7t+fkeaaDguWqWYsxzDcTYbWUGLKj3+2Cn8TjWu463w+cjz83MxFRN4FAoFAMFaam5vRNMe027l4vF48Xh/Nzc3Tuq5g7tHd3Y3L5x+2j1o+ydq5CJ9+wXjIXi9TIqKrGpKqiWtSMGHi8TjNzc0Y7krI03uo4SzGSHRSX18vmotOkjGL6FdddRUPPvgggUCAq666atSxx3vjz8nSX6wDqGuL8nZTD90xnWWlHi47uSonpmTH6qYJkk1PVOf1WDfYEkg2xR4ntZW+AeJL/31CcWNSwvvmuk427GghmjQGVDmPts9Y6QgnM9Xu5uTFo9kgQE2FCDvWOasK3LknCoY7V1PFbMj7cIw3rtGuc4FAIBAIBILZgm3bNDY2Ul5ZjSyPzZnz9ltvIBrOWAtEoxmf3ubGBr5y3cfxBQq4/c6x9Z6SJInK6gU0HTmMaZooijKxgxAc19i2TU9PD0VVi6Z8Lbe/EMiI9gLBWMlaYinuqbEbUlx+usQ1KZgg+/btw7ZtDHf+bpSb7hLohT179ggRfZKMWUQvKCjI3UkOBAJTflf5eKW/WNcTS9EZTdHUHSdtZV6XgAf/0sD3PngKAI9ubeRwV4yOcIqkbpDSLUwrM1CVJfwuldXVAT5//nLW15bl5j/cGaWxJ45pgUuTWV7u43Prl7G+tmyAyD7YGqU/raEEG3a0YNuwrMxHezjJo1sbse1ji/LH4heb6nj8zWYSuolbU/jwmQv5woW1E54vn0xEDJ8KEXZzXSePbm2kN6ZT6NW45qxFI8453LnasKOFFeW+KRO5j5fK7ZnInUAgEAgEAsFE6OnpIRqNsnL1mjHvEw2HCId6B2yzTHPItrFQUbmA+rr9tLa2snDhwnHvLzj+iUQi6LqOxz95L99joWoaDrdHiOiCcZET0T1TY0+sePz0dDWJm42CCbFz504ADHdF3uY03OUA7Nq1iw996EN5m3c+MmYRvb+Fy3333YdlWXi9GX+ehoYG/vjHP7Jq1Souu+yy/Ed5nNBfrDNMi53NIeK6NWCMDTT1JPjZxgPIkkRLb4KemE5SNzHtgQMt0yZlWNR3xXh0ayMBl8qGHS3EUgbBuE40ZaLKUOhROdId47GtTfTEUrx6sJvDXTG6IilKfQ6WlvmGFX2DMZ1o0mBZmQ9FlkjpJtsbe+mN61QXuicsFO9oCvL4m83Y2CwoctMdTfH4m82ct6J0iP/6dDMRMXwqRNjWUIL7Xz5EY08CRZZo7k0QThwacc7B56oi4KK+M0owpk+JEHw8VW5Pd+4EAoFAIBAIJsrevXsBWLx0xYysv2jZCrZsfpF9+/YJEV0wLFmB0h2YehEdwOMvEM1uBeOira0NAHWKRHTVEyBlWXR2dlJZWTklawiOX7IiuunJn75iOQLYqovtO3bkbc75ytieARzElVdeye9+9zsAent7Offcc7n77rv54Ac/yH333ZfXAI8nsmKd16FysDOGaVnDjjNtaOlNcrgrhirLyKMU/Vt2piy9N6bT1JMgmjTwuzRShommSEiShFNVUSSJtnCCJ3e2EU8bRJM6NjbRlEksZbBhRwutocSAuYu8Gj6XSns4SSius/NoCFWRqC33YdsMu89YaOpJkNBNSnxOVFmmxOckoZs09Yx/rnwyWAwf6zFmz2tFwJUTYaNJg2BMn3AsdW1R6jtjuDSFYq8Dl6ZQ3xnL+OIPQ/9zZVo27eEkPpeaswzKJxPN02xlOnMnEAgEAoFAMBl2794NwLKVJ87I+strM+vu2rVrRtYXzH6OHj0KgL+odFrW8xWVEgqFiMVi07KeYO5z9OhRZM2ZawKab1RfcW4dgWA8pNNpduzYieEswlby2JhZktDdFbS3tdHS0pK/eechExLR33rrLdavXw/Af//3f1NRUcGRI0d46KGH+NnPfpbXAOcqO5qCPLGjhR1N73YKz4p1R3vjIwroWbwOBdOyiacNAGx76BgbMExIpk2cmkxNsZtQIs3bjUF000Y3bWzbJmUYmLaNW1PRTYtU2qInlkaVJaIpA92wONwZ44W97QOE0KqCTLW5JMHBjghJ3WRxiRdZlvA5FVp6E9S1R2gNJXh5fyd/fLuZP751lJcPdIwoqLaGEnRFk9g2tIeSGJZFdzSFW1OoKX7XB35vS3hcomx2nx1NQV4+0MHL+zvHLepOVAyfjAjb/1j7/7snniJtWhimCYBE3wUg2cPu2/9c1XdGkSS4Ym31qJXUY83z4HGTvWkwkfM7lYw1dzMV92zL12xA5EQgEAgE85WdO3ciyzJLls2Mp+nCxctwOJy5SjmBYDCNjY0AFJTmz4pgNLLrNDU1Tct6grmNbds0Nzej+oqnzKJY8wsRXTAx9uzZQyqVxPBW5X1uvW/ON998M+9zzyfGbOfSn3g8jt+facLw3HPPcdVVVyHLMueeey5HjhzJa4Bzkf5+35oscfGqCv7pguU5se7RrY2Ylo3HoZJOGAzWxzUJwkmdcNLANG1sGDImS8q0sRNpOiIp7np2P9uO9JIyMgK9KoPb7SCpWywv93HV6Qu5/+VD1HfFSOoW7ZE0MpkGn0jQFIzz/N62nL86wPraMlaU+3jo1cPUdUTZ3xahvjNK2rDQFJlfbDpINGXQFkoRSepYgEeTWVVVwA0XrRhg8fGn7c089JcjHO1NkNANQnGLUELHpSn81cmVrK0pmpBNSH8f+KZgAsO0cGkKy8q8A45lMK2hzE0AbInaSt8AMbwi4BqzGJ49rxt2tFDfGc3FfSwrkP7HGk3pSJKE16ESSxskdQPLgrZQiljKwKkpLC/3UVvhH7Jv/zytKPeNyad8rHkebtyKct+wedJNk70t4VHXnq02MMfK3UzFPVvzNZOInAgEAoFgvhIMBtm9ezfLak/E6XLNSAyqqlK76mT27NhGW1ubsCoQDCErZgfKpklEL3tXRD/xxJl5QkMwd+js7CSRSOAtXz5la2iBTEPIw4cPT9kaguOTrVu3AqB78i+iG/1E9L/927/N+/zzhQmJ6CtWrOCPf/wjH/rQh3j22We5+eabAejo6CAQmBpfqblCf79vn0ultTfJY2820dyb4FPvWZIT6zbu7eDPBzrYcrCLRJ/obdmZxqKFXgedkTS2DYoMxghF6xLgVCUqA07aQkn2toRRZAmHArqZmW/9yhI+dNpCaiv8dISTdEXTYEs5Vd4C0qaNS5NwaTIHO2I8+OrhAd7bbxzu4Zk97aQMk7RhYVg2miJz8gIPh7tihJMGskSm8h2IWiY7m3u598W63Dx/2n6Uu549QFc0haZIFLgcBO00KcNEkSVeqevix0/vpTumj8tbPGst0hVN0R5OEUroaIpEocdBY0+CR7c2Drv/5rpOfrO5nkMdGXuUrOA+ETEcji3CjhS3bUO538Xe1jBgc/aSYva2hgCJ02oKeac9TMqwWVHu51PvWUJVgfuYHuzjWXu0PI807ub3r8zlaU9LCE2RWV7m5eHXG0cVNqergedEG56OlLuZajwqGp4OReREIBAIBPOZl19+GcuyOOPc985oHGeccx57dmzjpZde4pprrpnRWASzj8OHDyPLyrTZuRSUZW7k1NfXT8t6grnNgQMHAHAUTd1NHq2gHCSJurq6KVtDcHyydetWkGQMb/6vT0vzY2k+tm7dimVZyPKEjEnmPRPK2re//W2+8pWvsGTJEs455xzWrVsHZKrSTzvttLwGONfI+n37XRq9cR2XlklxNPmu73hVgZuPr1vMJ89dwmmLivjrkyo5Y1ERbi1jk+JUM/vYgFOTcfa71TH4gSPLzgjhhmVlGo/aNrIs49IkbBsOdcSorfBTVeDOeY4vKHLhc6kUOJWcEC9LEsGYTiihs+toiI17O4CMaPXkzhbCSR1FlrBsG9OykSWbo8EkoYROyrBI91P6FVnCtm3qu+I5u5cnd7aQMiycioSmKISSaRJpE0mSqC5wY2Pzp+2tNAfj47IJCcZ0DndGOdwZozOawjAtTAucqowiZ7ziB+/fGkrw2NYmjnTH8LtUfC5tgOB+8/tXcuNFtdz8/pXjqnCtKnCzujowJjGvvyVK2rRQZAlFkoikTBRJQpElygIuLj6xkpXlPj557pJcLJO1Uxnr/qONW19bxnkrStEUiUhS55ndbbT2Jkb1SJ8K7/jBbK7r5J7nD/DzF+u45/kDbK6bfJOh6Yh7Nq07mxE5EQgEAsF85sUXXwTg9LPeM6NxrD3jHGRZZtOmTTMah2D2kU6n2b9/P8XVNSjqhOr1xk3pgsUgSezZs2da1hPMbbLCtqNw6p6ikVUNLVBKXV0d9nC+vALBMITDYfa98w66uxzkKejPJkno3mrC4TD79+/P//zzhAmJ6H/3d39HY2Mjb775Js8880xu+8UXX8w999yTt+DmIjXFbtyaQnefoKubFg5VZlGxe4jYU1vpo7rIjcepUl3oQkJCksCtKUBGRNdkGbufdN5fRM9o5jbBmI6EhCxlqtYlbHTLRpFBU+XcmtnYEmkTTYZ03xjbtknpFpZto8oSDkXm9cPd7GgKsq0hSFc0jWHaGJaN36ViA7GURbqvilwCTCsj5tuAZdvIMpiWRU80I2Lrpk2BW8WWJLAtUoaNZYNblXFqmeaiumllvNLH4S2umyZd0TS6aeHSZCwbUnqmWapp2RR6tdz+WR/lurYowXgaRZLwuTT8LnWA4D4eMXyi9LeOcSgypmVj2jZ+p4LZd6PCocjE0gbVRW5qK33D7juRRphj3X+0ca2hBM/vbcO2ocznJG1adEXTxNPGiMLmVDfwnKqGp/mKe7w+3qLh6VBETgQCgUAwX8n+7VV74kkUlUxPhe9I+AMFrF5zGrt27cpVdQoEkKny1XWdisVjs8r4wz2388j3v8wj3/8yPa3NAPS0NvPI97/MH+65fUxzOFxuiiqq2bt3L2ZfPymBYCT27t0LgKM4/3YZ/XEUVRGNRoVXv2DMbNu2DduyMLzVU7aG3jf3G2+8MWVrHO9MuH6/srKS0047bcAjAGefffa89yFbW1PEh89ciCJJJHULy4ITq/zYSEPEnv4NDcNJg4Bbw60pWLaN16EgSxBPm6iylDtR/Z1dXGqmYlk3bZaWeTlzcSGyBEndBhuqC10sL/Pl1szGpikyFpnK5wq/E59LQ5Yz8nyBW+WMJUW0hRLcu+kQ//NWM22hJJZtofYdk0xGLA+nTEDC4xh4GRkWpI2M9L/xnXbqOsKU+Z1UBlwUuDUSekZu12RwagqyLNEdTeFzqvzVSRXjao6pKQqlfid+l4pLVXBpMrIsEddNFhW7ueasRVQVuAdUKD++rQndtDBtm2hSJ5IcKrhPNf3PfUckyaJiN4tLvERTmeati4rddESSw+ZgIk1ER1p7tP1HG7dxbwfbG3up74rxTlsYmYyPfzxtjihsTjbuYzFVVcr5iHsiFfJTna+5iMiJQCAQCOYrjz76KACX/M2VMxxJhov/OhNHNi6BAGD37t0AlC8am4iejEVIRMMkomFsK/OXrm1ZJKJhkrHImNctX7ScRCLBoUOHxh+0YN5gmibbd+xAC5SguLxTuparfBEA27dvn9J1BMcPOT/0KWgqmsXwZp7A2LZt25StcbwzPc9YzTO+cGEt560o5bk97exvj+BQ5BHFnv5e2nUdYV7Y20EwnmZ1dQGFHpWDHTEAoimdo8EkumWhGxYLizycvqiQ1lASSZL48qUrWVtTxM9e2M8L+zrQVJmqAhdrFhYOG1tTTwK3Q6aqwENrKM5//uUItg0ryr10RFJ0RdNUFLhYWVFAPG2w56iOLEsUOjQ0RSapm5T4HDhUhXjawKlmKs174zrhlIEqS5y+uAiXpvDqwW7OW1HKqwe7UBWZJSVezllaQjSV5pnd7RwNJpCAs5YUc+qiIi49uWrMntZFXo2lpV7iaQOfQ6MzmkQ3ba46bSHnLC8e0UPcpSlUBlw0BzNVwcvKvDnBfSxM1He7P4N91IFh/z3c/OP1YJ/o/sONaw0leP1wN6oi4VAkbCTSpo5DkWkPJynzO0cUNicb92iMtzHseM7hZOKejI/3VOZrpFina62JMt05EQgEAoFgpunt7eXpp5+mrKKKtWecM9PhALD6lNOorlnMCy+8wHXXXUdZmWjyLXi3urFiae20rlu5tJb9b7zM1q1bWbly5bSuLZg7HDx4kHgshm/FCccce/TJ+zBTGS3GSmU0g3RvO41/uAvF6WXB5dePur+rfDEAb7/9tmjiKBgTW998E1txYrqKp2wNW3FiuErYsWMnyWQS1ww1KZ/LCBF9ilhbU8TamqIxiVLZhoarqwOcvbRkiGCZ/b4jnKSpJ0F3NMme1gjRpEFVYaYyc21NEQD/fMkJfPisRWzc28Hrh7v5y8Eudjb3Dmj0mI0ty+rqAA5VYcOOFtrDKQzLotTvZEmJD0WWOGtJCUndwuNQMEyb1lCClZU+wgmDlG5iWjYVBS5WlHvZfqSXWNpEJtNotCLgor4zSm25n7OXFg/JxV+dXMVvNtez7UgvbzT0sOtoiA+fuZAvXDi2D17ZytQNOzK+7SU+55CmltkK5WVlvlyFcixl8Nn3Ls0MsCVqK8femHBzXScbdrSM2kRzrAxuZjnSv8ey72TXHuu4YEwnmjJYXOKltTeJaZloisxHz1nEBSdUHFPYnGzco8071sawEzmHE417uOuvvjOasw4ay3FNh1Ccz+t6qpmunAgEAoFAMBt48MEHSaVSvP9vPogsKzMdDgCSJHHp5Vfx4C/v4be//S233XbbTIckmGFisRjbtm2jdOFivIHCaV275oRTkGSZzZs387GPfWxa1xbMHbKVvq7yJccca6ZiWMnYwI22NXTbCKj+EhS3n61b3xRNHAXHpK2tjZajR9H9i0Ca2mtF91ahdneza9cuzjrrrCld63hEiOhTzHjFnuFE1ez3VQXunPh9LHF+59FeXJqSq8g9VuVr/+pO3TR5+PXGARW9J1T6+dg5iwjFDR7f1oRLU/BVKjQHk5lmGRLsaOpFUyWcqoxh2TT1xPA6lVw18Ei52H00jEOVKPG56I6mePzNZs5bUTpA6B+NY1WmjlShnG24Oh4mU1V8vFDXEaGhK0batHBrMgG3g4VFbj50+sIZz8FYqpSn+xyOt0J+JhDXtUAgEAgEs5OGhgb+53/+QEXVAt570aUzHc4Azl1/AS88/UeeeOIJrrrqKlEBPM954403MAyDRatOnfa1nR4vlUtq2b17N8FgkKKisf0dKZhfbN68GSQZd/WKKV9LkiTc1bUED73F3r17Ofnkk6d8TcHcZceOHQAYnqlreJvF8FRC92527NghRPQJIG6HzVFGa345UW/o7Jxra4qG9R1eW1PE+SeU8ZGzapAkaA+nKPJqfOq8JVywshzDtLGRKHCrFHsdRFMmacMe1bO4qSdBQjcp8TlR5UyD0YRu0tQzvmaQo+Ujnz7KU+W7PVdoDSV49WAXC4vcBFwZf/veeJpLVpfPGrH1WI1hp/sczgUf7/l+XQsEAoFAMBuxbZv/+I//wLJMPvzxz6Gqs+cGPIAsK1zzyc9j2zb//u//nimsEcxbXnrpJQAWrVo7I+svWrUW27YzQqlAMIienh727NmDq3wximN6/g7zLMzYxohrUnAs3hXRK6Z8LcNdBkjCr3+CiEr045B8VL6OVtE73GsryhO8driLlG6xoNDT501uccOFy0etKK8pduPWFLqjKUp8TrqjKdyaQk1xfn+x5ctHeS5UFU8lWbF1bU0R8bSRayRaWx6Y6dDGzEycw9nu4z3fr2uBQCAQCGYjzz//PK+99honrTmdU047c6bDGZYTVq/h9LPfw1tv/IUNGzYI7995SiQS4aWXXqKgrJLiqoUzEsPSNWfwxlOP89RTT4nrUDCEP//5z9i2nRO2pwNX5TJk1cGmTZu47rrrkCRp2tYWzC127tyJLWuYzsKpX0xxYDiL2LN3L4ZhoKpCFh4PohL9OCRfla/Zil6AvS1hWkOJEV8DuOasRRR5HRzpiaGbFpevqR5VQG8NJdAUhb86uQIJiaPBBKZp876VZZQH8t/g4FgVyscia6Fz3orSWV1VPJX0F1s9DhXTsinzO8cktraGEkOuo5lgpirDJ3v9TSXD5eS8FaUEY/qMny+BQCAQCOYjbW1t3H333bjcbj72uRtmtfjy95/6J7w+Pz/92c9obm6e6XAEM8ALL7xAOp3mhLPeO2PXqregmAUrT2LXrl00NDTMSAyC2ctTTz0Fkox30UnTtqasqLhrVnH06FF27do1besK5haxWIyGhgYMV+mU+6FnMd2lpFMp6uvrp2W94wlxy2GK6O9ZDlDXHqEnqtObSKHIMmsWFuQaj75+qIdoSueUhQUAvFLXDdicWOWnqsCDbppoijJss9GxeJyPpfJ1R1OQpp4ENcXuAcL3aM0G+7+myBLnLC3hpCo/r8Z1dNPi1YNdFHsdwzYnHDzvte9ZTEckzY7mXg52RvnWH3dzwcpyLp4lNiGD4z1vRQm15YFZWVU8lYyneWd/ZlvTytleGT4exvJ+MBb656SuI8yrB7t4dnfbrDhf85V8nVuBQCAQzC0sy+IHP/gB0WiUa6+7mdKyqX+8ezIUFpfw8c/dwK/+/Ud897vf5Re/+IWobJtnbNiwAVlWWHH6uhmN44Sz1tO8fzdPPPEEN95444zGIpg9HDlyhH379uGuXoni9k3r2r5la4kd3sHTTz/NmjVrpnVtwdzgnXfewbZtDHfptK1puMtw9h5g7969op/JOBGfbqaA/oJhNKUTjOu09iboTeiYFmiKRJFH4/yVZexrDVPfGcOyQZElDNNEt8C2QZWhPODCociU+hwsLfOxpMRDQ3d8WDFysOCSFV2yvsYjiTC/2FTH4282k9BN3JrCh89cyBcurB212SCQe01TJXY09bK1oQdNllha5mXNwqIh4/vfVBg879YjQboiKdrCSVK6RSRpsL0xyGuHu7jmrEUzKuANl4dXD3Zz9tKSITmdD6LXeAXo2dq0crxNf2cj+b45kc3Hqwe7Z935mm/MthtPAoFAIJg+HnroId566y1OO/s9rDv/opkOZ0yccc57OXf9hby2eRP3338/119//UyHJJgmdu/ezf79+1l80mm4fTNr8Vhz4hrcPj9PPvkkn/nMZ/B4PDMaj2B28H//939ARtCeblzlS1C9BTz/wgvceOONeL3eaY9BMLvZt28fkKkOny6ygv2+ffv44Ac/OG3rHg8IET3P9BcMy/0udh3tpTuaxsbGtDJjbNsmnDD4v+1HkWUZTZHBtginTOBdjx3dgtbeJKV+B0TBocbZeriHkxYEhohbBzuiQwQXYMi2weLnjqYgj7/ZjI3NgiI33dEUj7/ZzHkrStEUhWjSYFmZL9dssL4zmhPlOyMp/C6Vd1ojuDUFw4KUYdIZSZHQjdz4jXs72Hm0NxfHmgWFQ+Z9+UAHzcEEAZeKblrIMqQMi1BcH1aIn04xL+sDPlwe+scxUdFrLgrv4xGgx5q/LHMxHzPBVN2cGO/5EuSf2XrjSSAQCARTzyuvvML9999PaXkFn/jcjbPaxmUwH732ehoO1fH//X//H7W1tVxyySUzHZJgGvjP//xPAE45/9IZjgQUVWX1ey5m23N/5E9/+hMf/ehHZzokwQwTj8fZsGEDits/rX7oWSRJwrfiTHp3bOSpp57iwx/+8LTHIJjdvPPOOwAYrpJpW9NyBLBlNbe2YOwIET3P9BegemJpbFvCsm1AwsZG6fscLElgmKBi43UrxNMAVu61bHN7CwgndGIpM9PIUTeRJWmAuFXXFuWJXe8KLvtaQ9zz/AE8DoWqAjcVASfNwST3vngQn1MlaZi4VIULTiwHGxK6yYIiN6osU+Jz0tgdZ8uhbtYtL8HnUmnojiJLEsFYGqem0BVJcbg7SkNXjFjaIJ4yKPI6cWsyLlUmnDQyQno6gW3bvH64G5em5MSg1w93I8vkmhjubA7SHk4RSxukDQsbG5emkDYsirwOokmDjfs6eK2+i96YTqFXO2Z1ej6F2LE0XZyo6DUR4T17bINtfqaCfORxPE0rZ6r6di4K91MldosmozOPuJEhEAgE85OGhga+853v4HA6+cIt38TnnzuN2wHcHg9f+PI3ueObt/DDH/6QRYsWicfEj3MOHDjAX/7yF6qWnUDF4hUzHQ4Aq9ZdyK6Xn+WRRx7hqquuwul0znRIghnk6aefJhaLUbjmQiRZmZEY/CtOJ7T7ZR5//L+5+uqrkWXRmlDwLu+88w6W6sZWp/HJGUnGcBZz+PBhUqmUeJ8cB0JEzzP9BSivQ0WSbGQpI6BLgGWDLL1r1yLLEqGEQdowc3OY9sA5k4aNQ7EIJSx002ZrQw+SBA5FwedSQbJzgstbjT3sORoirpsokszS0hSSJBFLGbSFk3gcCk5FJpIy2d7cy4mVfmzbpjuaosTnpLknTiJt8tKBTuq7Yti2zZsNQXrjOpZt49FkOiMpwgkdr0NBkSWiSYOeWJrzlpeQ0E0OtEfYergHRZYoDzhRkjLnLC0ZIAa9Z0UpO5t72dMSoqknweISN45eie5YmrRpYdtQ4nVgWjaKLLFhRzPt4TSKLNHcmyCcODSiQD0VFhfH8gGfiOg1EeE9e2yHO6N0RdOU+p0sLfVOidicrzyO1Ud9pqpv56ptxlSJ3RP1vRfkD3EjQyAQCOYfwWCQr33ta8Tjcf7xi7excPHSmQ5pQlRWL+SzN36Ve+/6Lrfddhu/+tWvKCub/Z+rBBPjoYceAmDthX8zw5G8i9PtYdW6C9mx6SmeeOIJrr766pkOSTBDGIbBo48+iqSo+FecMWNxKE4P3qWncPTgW7z88stccMEFMxaLYHYRDAZpbW3F8C3MVNNOI6a7FDPRQV1dHSeffPK0rj2XEbfA8kxWgJIk6IgkWVrqZXm5D69DRenLtiRJBNwqf3vqAhYVu0kZJpY9+rxpMyMmB1wKEhLbGoIkdZMr1lZTW+HH51LZ1xpiz9EQhgVeR+b+yIH2KPGUgW5mBPikbpIybWQJokmd3niaIo9GyrCo74gSSRosKfFwxuJiYimD1+q7kZAo8zvQFImUadMZTpLQTZKGxfIyH2sWFuB3qQQTaSQJqgvd1Fb4OH1REUUeB22hBDuagoQTaRq6oxiWzSkLAnzsnEWcs7SYygIXZy8t5YwlxVQXunFrCn6XRmWBC69T5cTKAEeDSVyaQrHXgUtTqO+MUdcWHZKnwUKsbWcsbXY0BdnbEqY1lJjQeV1fW8bN71/JjRfVcvP7V7Ki3Ddgvv6il2nZYxK9ssJ7RcCVE96jSSNnlzPSscVSBtGUiY1NNKkTTxs8trWJl/d3Tvj4RlprcB7HO39rKMHeljAryn187JxF/M0pVXzsnOGfIhhvPiZDNq4dTcG8HOd0kY27NZQY8F5T3xlFksib2D34el9fWzZgbcHUMpXnViAQCASzj3g8zle+8hWam5v5wFUf5cxz3zvTIU2KNaefxVUfvZb29na+/OUvE4lEZjokwRSwfft2Nm3aRPni5VSvWDXT4QzgpPMuQXO6+O1vf0s4HJ7pcAQzxHPPPcfRo0fxLT8dxTWzXuQFq84DSeaBBx7AsqwZjUUwe9i7dy8Apnv6bzYbfWvu3r172teey4hK9ClgcONFgLr2CD1Rnd5ECkWWWbOwgLU1Rbx8oIO7n9uPqsgcao8SThpk31IlMlXrmgJpE3xOlRKfk5OrA7T0JvnwGTU5MfKKtdX8YtNBkoaFz6lS6nOSSBs09ybpTejopo1tQ9qwMS0D07IxbTjYEUVTZRYUugm4NHpi6Vw1td+lEU9nmo3KkkTatLEtm2BCx6lKhBM6ScNElWUKXCpuTSWhmzT1JHBrMk4tSUo36U3o7Dci7GuLoEiwqNjDT54/gG3bKLJMWyjJjqYga2uK0E2LZWVerjmrhqoCD0Vejbr2CP/1RsYQJ5OXvjsO0tA7D8NVhL9e38W9mw6hytKkK6qrCtwjVi6Pt3p3vNWm2WMLuDV006LE5yQU14kkDQ51RAnG0lQXufNSSZ0PO4n+eYqlDWzbxufMHHM4aQyJcbqqb/vHZVgWwbg+5EmJ2WibMdJ1N54mr+Ohv+/9XK3Wn8tM5bkVCAQCwexB13X+5V/+hXfeeYf1F13GFX/3DzMdUl649ANX0RvsYePTf+K2227jJz/5iXhc/DjCMAzuuusukCTW/e1HZ513v9vn5/RL/pbXn3yMX//613zlK1+Z6ZAE04xhGDz44H8iyQoFq8+b6XDQ/MV4l5zCwYM7eOWVVzj//PNnOiTBLCArYBszIqKXDohBMDZEJfoUUVXgZnV1ICdEnb+ynA+evoBrz1vGJ9YtYW1NEQC1FX5OqAxQ6NYwbRtJyti8ANiAU5UAGYlMBXtthQ8bieoiN7WVvtx662vL+Nz6pRS6NVRZwqnKWDY4FAlVkSjzOXBrUkZINzMCuiKBIkvEUyahuM7ahQV4nQo7j4b6xFkdj0PBtG26Yynoi0+SIJ7OWK4Ypk0sZdDRZ/Hi0mTiuklPXEdVMvYshmVTW+7DoUhoiszSUi9HumM09iRYXOylpthNczDBnpYQXqfKJ9Yt4eJVlbn81Vb4WV7uI6Gb9ERTJHST5eU+aiv8Q/I+uCL8cFeUtlCSpG5Q7ndNutJ4tArt/tW7HztnESVe56jrjLfaNHtskaSOpsh0R1NIwKGOKKois6Lcn7dK6olU1venf54qAs7c+R7tHIwlH5Othh58/jRFpiuSoqE7OqHjnC4Gxx1PG/xuyxF2NAUHvNdMx9qzvVr/eGKqz61AIBAIZhbTNPnBD37AG2+8wdozz+UfPvOFWSdGThRJkvjwxz/L2e95H9u3b+df//VfMQxjpsMS5In//u//5vDhw6w6532ULlg80+EMy+r3XEhRxQL++Mc/iuZ585Cnn36ao0eb8S0/HdUzO/pLFJ60HiSJX99/P6ZpHnsHwXHPtm3bMv7krtJpX9tWvVial7feeks8HTEOhIg+w2SFQ0WWUWUJl6agyhKanKlEVxSFMr+Ti04s56wlxeiGPaLY6lAVygNOIkmDA+1RdNNifW0ZLjXjXV7md1Hs1ZDJVLi7HQpa37qKLKEqCmtrCjFMi4MdEbxOlY+evYjqAjeGmRHcHaqMx6FiA16ngmFahJM6wYTBzuYQb9T3oBsmlm3THkqSNi1My+JIdxzbBqemEEmZKH3NUdOmxZqFRSwp9XL16Qtz1hGDc/S59cs4ZUEhVYVuTllQyOfWLxtWWBosxLaGEiR0i6O9Sd5o6Calm5OyCDmW5UhVgZvuWIqHX2/k5y/Wcc/zB9hc1znifMPZZoxE9ti8ThWfM2Pr41AzzVHWLCigwKPlzQJlsnYS/fOUMuwB53u0GEezzdlc18k9zx8YU17HEpciSywt9VHqc5A27Fltm9E/7qO9cQ51RNnZ3Mu9mw5OKA8TXXuqbXYEAoFAIJgvmKbJD3/4Q55//nlqTzyJz9/0VRRlZpreTRWyLHPt9V9i9ZrT2Lx5M7fffrsQ0o8Dmpub+c1vfoPL6+OMSz840+GMiKyorLvyH7Btmx//+Mek0+mZDkkwTcRiMX79618jqw4KTp49Fd9aoATf8tM4XF/Pk08+OdPhCGaYcDjM3n370N1loMxAEZ8koXurCYVC7N+/f/rXn6MIO5cZojWUyD2mH3CpLCv1cKQrhtshE3BpRFImqgxXnrqAU/qsX1pDCZ7d3Up9Z4y3jvRgW1BbmWm6mK0WPbGygFWVARp7EvicKjdetILfbD5Mb1yn2KvRFU1xsCOGjY3HoYJtoUdtJCScqoRuKpy2qIgPn1GTm/u8FaXc/dx+bBsqA24aemLsORpCVWRSholuZG1WwLRsbDKNUx2qjMOQ0RQJVZbo7atO9zsz1e3Y4FBk2sNJyvxOzlhSlDuWwRYG47E2yI6ta4vy0GsN9MTSOBQJy4adR0OcvCAw4UrjY1mO9K/aLfdnBM9HtzaO2BxzuGMdjf550E2TUELnsTebcGpK3iupJ2Mn0T9PvkHnO+uLr49w93042xxFlggl0lQE3JNqOjrc+VtalvFr1xRl1tpmZONu6I5yqCNKQjcp8jjQFHnKm6+KJpcCgUBwfHLHHXfwhz/8gXfeeQe328173vMefvzjH3PCCSfkxiSTSb785S/z+9//nlQqxWWXXcYvfvELKioqcmMaGxu5/vrr2bRpEz6fj0996lPccccdqOq7f2b8+c9/5pZbbmHPnj3U1NTwzW9+k2uvvXY6D3dWYVkWP/7xj3nmmWdYvnIVN936rzgcx6fViapqXH/Lv3Dvv32XTZs2oSgK3/rWtwZcH4K5QyqV4lvf+haJRIILPvp5nJ6Z9Zk+FlXLVnLC2eez/42Xuffee7n55ptnOiTBNPDwww/T09ND4ZoLUd2+Y+8wjRSdciHxI7v51a9/zcUXX4zXO7t/hgRTx9atW7EtC927YFz7Ber/hGQkAZDMFABKMkjBgUexVRfhZVeOeS7duwBnbx2vvfYaq1bNrt4WsxXx6WUKGU4gbQ0l2Livg9fqu7CsTJVvY0+clGFh2RkhWlUkvE6FZaU+/G41Z/3yk+f2s2F7CykzI1R7NJkzlxTx+fOXY9sZ65LqAjcuLVOR3tqbJBQ3WFXl5/E3m6nrMNEUiTULCwgn0hztzfzgLSvz4HVo1HVEKfI4+MhZNTnxtCOcRFMUrj6jhuf3ttEaSiBjU+Z3Ylk2Id3KOpRnvNxtUOTMf4ZlU+J1IMsSiiLj0mTK/C6iKZPFJV5s26YjkhzgHz6S9/J4xeaqAjfBmI5DkVlbU0hde5S0bmKYFucuKz3mHCOtl63QfmxrE9ubgrl8AextCdMVSRFNGqiyxJ6WECnDIqWbbNzbwcfXDXzUcaI+0/29qiHzuOx4vNjHcpwjrTVWsnnasKOF9nAqd773tIboiqQo9Tl4+PXGYb3Rs3H1txDZ3xahvjPGslL/pLzL+8fVP1/Zn7GsXcxsE9Ozcf9uyxGCcZ0ij4MTKv0sLPJMuYf7SDmbTfkRCAQCwfh56aWXuOGGGzjrrLMwDINvfOMbXHrppezduzf3R/3NN9/Mk08+yeOPP05BQQE33ngjV111Fa+++iqQqaa+/PLLqays5C9/+Qutra188pOfRNM0fvjDHwJw+PBhLr/8cq677joefvhhNm7cyOc+9zmqqqq47LLLZuz4ZwrLsrjzzjt58sknWbriBP75a9/B5fbMdFhTitPp4oavfJv/uPN2XnjhBSRJ4pvf/KYQ0ucgP//5zzlw4AAnnnM+y9eePdPhjIlzr7iGzsZ6/vu//5tTTz2VCy+8cKZDEkwhzc3N/Nd//Reqp4DAietmOpwhKG4fgdXvpXfHizzwwAPceOONMx2SYIZ49tlnAdD9NePaTzKSyGZy4DZsJDPJeE1ZdG8VyCrPPfcc11577XFjKTeViE8uU8R/vlrPM3vakSRYWOThirXVADy2tYm3G4OoiozPqfBOe3TAfjbv+ow3dMf49+frAIm0YfJ/21syzT37xsZ1i+1NIX701D5006KhO87bjb1IAJKEIkn88Km9FHg0lpV56YwkaQml2HU0xIpyHxevKmdpqZd4yuQv9d0E42miKYP/e/soScOiLZykK5LC78rYt8RTBrppkewT/DVFwq0ppPqEdLnv500BVpT7KHA70BQJr0OlN5FmVZWfz69flqv4BQYIuDuagvxuyxFMy6LM56IzmuR3W45Q3xnhzYZegvF0TrQei9icraC1bThnaTHNwSQuTeaUBYFRhdKxiNuJtEk0ZeBSFXY19w6omO6OJWkPp3FpCg5FwrQkXj/czcWrywfcTOkvEreHkzy6tRHbtqmt8A8Yd6ybB4Or0zVFoTWUOKbIma8bFiMxuJJ9b0uI32yuZ2mZl9VVBaNWkw9ubLqwyMW+1hBHe+P4XIFJVUOPVGE/3psag/OUr7yNFnfApXLvpoNoiszCIs+APEzl+nOhyeVU518gEAiON5555pkB3z/44IOUl5ezbds2zj//fEKhEL/97W955JFHuOiiiwB44IEHWLVqFa+99hrnnnsuzz33HHv37uWFF16goqKCU089le9973t87Wtf4/bbb8fhcPDLX/6SpUuXcvfddwOwatUqXnnlFe655555J6IbhsEdd9zBM888w5LltXzx69/F7Tm+BfQsTpeLG2/9V372o3/l+eefxzRN/vVf/1UI6XOIjRs38oc//IHiqhrO+cDfz3Q4Y0bVHFz0sX/iTz//AT+84w5qa2tZuHDhTIclmAJs2+bf/u3fSKfTlJ19JbI6O5+cDZy4jlj9Dn7/6KO8//3vH/AEmGB+0NPTw5YtWzBcpVjOwpkLRHGQ8i2isbGePXv2cPLJJ89cLHME8allCvjx03v53ZZGDMvGqUqEEzrxtIGERFK3cKoykiRR1xEddn8LSJsQiuvopsVDWxpoDyVJmfaQseGkwZ7WCBIw8FUbA5tDnVEkScKjyUTTJrad8Tbf2xLindYwmiITSxukDRvTsjAt2NEUotCt4neppPrE9ISeuaclAw5Vwu9SUSWFsGFg02fl0heAIkuoskxFwMmbDUESuolbU/jwmSW5it8s/QXM321pYGtDEMuyUGQZ07IAiW1HelBlCZ9TpTkYJ5zUx2RfMbgausirsaTEw8OvN44olA4nbvcXeltDCX6zuZ4j3TEUSaIrkmJ3S4gzlxTlxhsmJHUTRcp4wK+tKUQ37AHVwoNF4pRusr2xl964TnWhO3fTZayiblWBm4Md0TGPH+k4e2JpXj3YNe7q+NHOQfYJg0e3NnO4K06Rx0HApY1aRT3YQiSayjSTdWpyXqqhB1fYH+u8D2aw4L6kxENDdzxveRuJtTVFfGLdkiFV4eM59xNlok8lTAcTfapDIBAIBO8SCoUAKC4uBjLNrnRd55JLLsmNOfHEE1m0aBFbtmzh3HPPZcuWLZxyyikD7F0uu+wyrr/+evbs2cNpp53Gli1bBsyRHfOlL31pxFhSqRSpVCr3fTgcBjJV3HO1+ZVhGHzve99j06ZNrDhhNTd89du43R5se+jn++lmumJwOl3c9LXbue/uH7Bp0ybS6TTf+c53cDgc07K+YOLs3r2bH/7whzhcbi762D9mbn5Mx3WTpzUKSis470Mf56VHf8tXv/pV7r33XgoLC/Myt2D28Oyzz7Jt2zY8NSfirTkRiYlfP6PV40owqbkVRaH07A/Q9uJD3Hnnndx3333ihuI846mnnsK2bfSi5bli1Hwx3vmMohW4Iof5v//7P1avXp3fYOYQY/18KX5S88yOpiB/2t6KZdsUelQSukVTTzzTlFNRKPRq6JaNbVlY1shvvFLf/2IpkwNtkWO+RdtkBO7+p12VwbLJ2K6YJrIEkgS6aRNPm0iShCybxFNWToRXJDBsiKcNUoaFqkikjHdntchUyifSFktLnURSOoVuFbcm0xM3AJvKgItCj8abDUGWlnkp97uIJHX2toZ5+UAHtRV+4N0qdMiIxaZlY5hWphmpaaIoEjISSd3GqclUFrhJGyaHOqLUtUeGCHrH8lLXTZOHX28cVSgdLG4Ptg2pa49wqCOK36Xic2l0RZJ0RdPIfY0zKwIuuqIpvE4Vp6qwsMhFRyRFNGVwoC2Si62/SOx1qOw8mvnDtcTrIJYy+M9XG0ibJn6XNiZRd7wi8HDHuaclxJM7WyhwOyblOz5SbA5VosijkdAN9rdF0E0Ln0tFN80hTwYMZyFy1ekLKHI7QRpYrT/ceuOtSD7WeR/ueLK5buiO8vibzayuDuQ1byMxuCoc4J7nDwx77rPHdjxXZ4/32hcIBALBUCzL4ktf+hLnnXdergqpra0Nh8MxRGiqqKigra0tN6a/gJ59PfvaaGPC4TCJRAK3e+h79R133MF3vvOdIds7OztJJpNDts92dF3nkUce4ciRI6x/30VcftXfg5EiHk4de+c8MJpIbts28XDPtMSR5TPX38TTf3ycxsMHueuuu/jkJz8phPRZTGtrK/fddx8LF9Zw2sUfoCTgAz2Wp9lH+yvXRsvbOnDi6pNQr/wIh3e9yb/927/xT//0T7hcrrzNL5hZQqEQf/zjn1i+ciUlZ/4NstNm9OtrdJolGL6DV0akrHRN8obu4hqKz7uEZGs9//M//yNshuYRyWSSV199laUrTiBWtRrk8cmynXUS1ggXpypLrCwf5+9TezEe1ykcOHCAffv2UVJSMr79jxMikciYxgkRPc809STQTQtNkYn0eWMndYtYyqApliDabGD1Nd8cRUPPvG5lROtoykSRj7324Ldx286sIUmZr2a/3yMpI/ONLGU25UKRQLIBSeoTtN99Ue77p21nKq0PtEdJ6hbFPgeWaaHIICGxtMxHmc/FnpYw5X4XFQEX8ZTBW41BeuN6n5gvoZsWtg1rawqIJg0M0879Z9pgGjaKZPcJ/5BIG8hyJhE9UX2A8JqtRO2MpNAUicvXVHPlqQsGCKp1bSlagglWlI/sq50Vtw93RfG7NCJJfaBtiC31nZ/MV1mWkSUIxtIsKrZzTVLPW1HKqwe72H00RFMwgWFa1HdGWVbm5fPnL2d9bVlOJD7YESGS1HGqCm819mJaNrGUjqrIlPtdOeuO+s4odW3RYUXRkUTguvbIAJuX4UT8bLNITZHRTYuKgGtSvuOD6R+bpsi80xomGE+jm+5RnwzoLxbXdUQGVchLE7biGY7xNM8cnGufQyOhm6iyRE8sjc+p0B5OTZlP+eCbBHtbwsOe+417O9h5tDcv1dmz0SolG1NXNDnmGyACgUAgGJ4bbriB3bt388orr8x0KAB8/etf55Zbbsl9Hw6HqampoaysjEAgMIORjZ9kMsk3v/lN3njjDU5aczofvvb6aW8iOprHqSRJeALF0xhNhqs/8U/89ud38swzz9DW1sYdd9whGuzNQlpbW7n99tvp7unhfR/5DIElq9DzusLo9b66lt9rYtHZF3G0tZXNmzcTj8f50Y9+hNN5fDb1nU9kmzXv2bObkrMvx7R9MMn7raNpNZYNbckxCDTHwKw8jda33+CXv/wlp556qrB1mSf87ne/Y9euXSTKTiOlWUB6XPv7LZuRrj7DsjnQMb75ALRYEd6ju/jf//1fvvGNb4x7/+OBsd5UFSJ6nqkpdqObFqGkMWB7OGEQSerox7hhKQEOGXTrXVHcBowJ3Og0+t74hys+Gel3QnYdw7SRJQnLtnN2Ldn9TDJCe0q38Dkzvt+SomIj4VBklpR46IymcGsKkaSOS1XYeTSEqkhUF7h4oyFIbzyNaVnoJuxo7qWqwEnasPsq3/utZWfi1y2To70JfE6VMr+Tje+089zeNnwuNSdYt/Ym6IqmCSd16tqjvNMapjuWJpo0iKZ00oZNczBOc2+CNQsKcGrKEKG0qiAj7D7+ZnM/G5qFOTGuttLHsjIvjX03S0zLZlmZl0KPY4C9xvraMpaUeLj7uQOoskSRx4mNRGNPgke3NrKi3JcTiV8/1MMPntpLKKGjSDaxdOYJgKpBVdvRlM7j25owLXuIKDqcCBxLGzz2ZhPtoUy1fKnfydJSb26/wZXel6+p5NWD3WMSksdD/9gWFHrQTYu0YXPNWQt5dk/7qBXE2a+vHuw6ZqXxZCqSx9M8c4jVTDrzp8S2I0Gcqoxp2ywu8U46b8Mx3E2CFeW+IedeluH1w924NGXS1dmz0Sqlf0yyDLG0kffrViAQCOYLN954I0888QQvv/zyAJ/gyspK0uk0vb29A6rR29vbqayszI154403BszX3t6eey37Nbut/5hAIDBsFTqA0+kcVtiSZTlXUDEXiMVi3HrrrWzfvp1TzzyXz//z19C02ff7aSYaiTkcDj7/z7fx4H338MZfXuLmm2/mJz/5yZy7SXI809nZyc233EJXVxfrrvwHlp96zvQHkedrU5Ikzr3yYyTjMd58802++93v8t3vfndW/lwKxs5jjz3GG2+8gXvhCXiXnZ4reJsMoz8jQV7WkB1uis+9kvaNv+M73/kODzzwwIi/FwXHB93d3Tz8yCNYipNE0YmTeVhiREa7ATQSKd9inI5CnnnmWT7ykY+wcuXK/Ac2yxnr58u58yl0DmENUq1lCYLxNKY1/L12GVD7XlhY6MLpUKbiZ2lEnMq7UUl9saiyxAmVft67ooRir4YiZ45DlSDgVCjxaiwocuF1qqiyREI3WVDkYlm5l/ZwCo9D5cNnLkSSYHtTkKRusramEFVRMEyLSNLARqLQo4INnZE0Kd1ClSUkaWCe5L4YXZqCLGW80bPioG3DkztbaOqJ0xVNI0lQWeAioZv8aXsLsZRBud9FY0+CtnCC1dUBwOatxiAJ3RgilO5oCrK9qZdlZV4uWFnOSQsCNHTHaQ0lgIzY+vnzl3PyggBVARcnLwjwtb9exTcuX8WNF9Vy8/tX5gRGTVGwbBunKuNzafhdKoos0RvTCcb03HzFPg3btlFksPs+KMqSRHWRB7emEIyniSR1JEkacNyPbW3i5f2duSaiV6ytRpKgvjNKUjexbRvbzjzJYGMTTWa8+TfsaKE1lGB9bRk3v39lLu4rT104YA5JYlK+41kGx+ZxqHxi3WKqCjxEk8aAyvdo0sjlJku28jtf4/qf6yd2tLCjKQgwJB+j+c8PyBMSpT4HqiL3fdCXpsRbdPBNAtvO2CABQ87buctKMS17zLkY75rZn4eZYHBMbk3Ftm2SupnX61YgEAiOd2zb5sYbb+R///d/efHFF1m6dOmA18844ww0TWPjxo25bfv376exsZF169YBsG7dOnbt2kVHR0duzPPPP08gEMj5aq5bt27AHNkx2TmOV8LhMF/84hfZvn07Z5/3Pv7xi7cJoW4QqqrymRtu4b0XXsq+ffu46aabCAaDMx2WADh69CjXX389R5ubOe2SK1i97vixmpBlmfdd81kW1K7m5Zdf5utf//qAHgyCucW+ffu4775forh9lJ79tzNyU3AyuCuWEli1jqamJu6+++5Z0SdDMDXYts2dd95JLBolXnoayLPoM4EkEa84C9u2+P73v4+u5/eZo+MJUYmeZ5p6EmiKjNeRqeRWZYl42shVeA/3lmjx7t2inliaEyr97G0NkzQGjpYAhwIpM+N3LgPpYSrUFamfH7r9bsPPkcg2HlBl8DlUSgNOeqJpTq4uoKLARUo32dsawaUp6KbFCRU+IimTlGFhWhYVASfVhSoXnVhGocdBscdJbaWPgx1R9rVG0BQZTZHpiaYpKnOSMjI2Lm5NxrDAqcmYlo3HqZJIG6hyxr7FqWbUdJeq4HOqnLSggLbeJEnDQsLOWWd0RTMHGE7qGQE9nakgj6YM/C6NtGmh9PnWlPpcFLo1DnREuWRVxQChNNPc9Ag7m0MUeRz4XRpLSnxDrCHW15YRcKk09SSoKXbnmqUO1xyzyOOgORgnmtSxkTAtm0KvNrBK1s6I44UeB7IEraEkpmVT6nVS7HWQNmz+5pRKntvTnhNF06bJ241B2kIJiryOnH1N1v6kK5Li91sb8bs0dNOiwKXRE9eRJSknpmYbRfaPe7Df9lh858fCcD7edW1RFFk6ZgXxsaxWsjHppjlmS5ZfbKob8rTBFy6sHXPzzP7Hk811ud9F2rRwKDIdkeSIfuoTtUUZzbd9uPzubO6ddHX2eLzip4vhYoqlDD58Rg2lfuesspwRCASC2cwNN9zAI488wp/+9Cf8fn/Ow7ygoAC3201BQQGf/exnueWWWyguLiYQCHDTTTexbt06zj33XAAuvfRSVq9ezSc+8QnuvPNO2tra+OY3v8kNN9yQqyS/7rrr+PnPf86tt97KZz7zGV588UUee+wxnnzyyRk79qkmFArxxS9+kbq6Ot574aV8/HM3IMvKTIc1K5FlhY9/7kYcTicvPrOBG2+8kZ/97Gfz1pN1NlBfX8+XvvQluru7OfOyD7H2wr+Z6ZDyjqJqXPLJG9n0yK/YsmULt9xyC3feeaewFJpjBINBvv71r2OYBhXn/z2KyzPTIU2IojUXkepo5Omnn2b16tVcddVVMx2SYAp47rnneOWVV9C9VaQLa2c6nCEY3iqShSdw6NB+HnzwQT7/+c/PdEizEiGi55maYjcSkNQtJAlsC2QZfE6FhG6RPoaiHdMt9raF0Y2h42zAzNqtjGDvokhQ4NaIjsE6BjICe6JvLcOC3qRBJGWgKRLvtIU40BFmR1MIy4Z4ykSSYdfRMCVeje6YntmeNnGqMgfaI0hAdaGb960sZXdLBIcqcc6yEnY2B2nqSaAqMgsL3USSOrFUpnloMm0iyxLBWCpzA8KpEUroGKaNQ5VRZAm/S6MtlKAtnBHR69qj+J0KLofC4hIv65YXc6Q7ztFggiKPRnnACWGIJHXKfC5MK/PQVVckyYGOKIZpsXFfByU+J+try0ZsftkRSWLbNq2heF8V+0ArCUWWOGdpmItXlw8R7qoK3HzkrBrCSZ1DHVEAlpV5ueasRQPG9reIUWQJjyPzR1ZXLIXPqXH5mkrOXlrCXw5lrFZ8ToUdTb2kTYtgXKcllKSuPQrYXHlqxnqmNZTA51KJJHXSpkVrZxIJm7eOBFle7htVTB1JSB7oOy9z+ZpKrjw189j3WMTh7Lz98xdN6YSTErGUMaKFymhWK4OtRpaUeGjojo9qybKjKcjjbzZjY7OgyE13NMXjbzZz3orS3A2RsZA9nmyuY2ljVMF6srYo2ZsJDd1RfA6NaHqgX3//89YaSrBmYSGv1Xcd055mLGtmr7vmYBKXJs+oVcpIN1VqK6e+kehs9IYXCASCiXLfffcBcMEFFwzY/sADD3DttdcCcM899yDLMldffTWpVIrLLruMX/ziF7mxiqLwxBNPcP3117Nu3Tq8Xi+f+tSn+O53v5sbs3TpUp588kluvvlmfvrTn7Jw4UJ+85vfcNlll035Mc4Evb29fPGLX+TgwYNccOnlfPTa6+ZcZeR0I8sy13zyH9E0B89u+B9uuukmfvazn1FaWjrToc079u3bxy23fJlwOMS6K//huKpAH4yqaVz88et46bEH2L79Df75n/+Zn/zkJxQUFMx0aIIxYBgG3/rWt+js7KTo1EtwVy6b6ZAmjKQolK3/MK3P3M+///u/s2LFCtasWTPTYQnySENDA3fddRfIGrGq9+TdqipfJCrOwBE7ykMPPcRpp53GmWeeOdMhzTqEiJ5nygMuqgpd9Mb1nNCtSBLra0vpjKTY2xolnjZylefDSerpYQT0LKYNWp9nen9koKbIxUfOXsyhjjB/eLt1wsdg2iBZNvvbo+iGhU2f3YyUqaROWBbNvZkGniVejWDCoDeho/VZsXTH0uxpCeFUFaoLM40xl5f5SOgWF59YwcWry3noL4f5w1tH6Y5mmh44VYWEbpLUTQIuDZcmkdIzeUjpFsFYimjKzDS/NEwsG2JpUBWZ7miKuvYYZX5nTuBdXOLlfSvLaOiO0xFJsqjYTdqw2NsaRlUkzlhShENRcj7Rde0RWnoT1Ja/2/yyqSdOQ5eNy6Hw/Sf2sb8twodOX5izktBUiR1NvbzdGOS1w11cc9aiIaLoinIfnz1vGT3xVK5CfziR+PPnL+fRrY30xnQKq/zUFLk51BlDNy1ePdhNsdeZE5LrOjINXZ2qgkOVKfBotIWSPLmzjbOXluTE1CvWVvPY1iZifSbzfpeGqsgTekQse5OhLZSgM5IinDSoa48AEsVex5jF4eF8yxO6wUfOrKG2wj/E4zwrWA5XIT/cXA3dcT52zqIBTVQH09ST6LMfcqPKMiU+J0eDCZp6EkNE9LHeHDiWn/pk/Nr7rzOaX3+WwTd53rO8ZNibPGNd84q11fxmcz1bDr17I+hgR3RaROTh8j8e//p8Mhu94QUCgWAyjOXzgMvl4t577+Xee+8dcczixYt56qmnRp3nggsu4O233x53jHONYDDIF7/4RQ4dOsRFf3UF13zyH4WAPkYkSeKqj16LLMs8/afHuemmm/iP//gPIaRPI1u3buUb3/gGiWSS8z/yGWpPP74tlwBkReV913wWzeninTde5vrrv8BPfnJ3rqeDYHZi2zY//elPefvtt/EsOonAqvfMdEiTRvUEKHvv39H+4kN84xvf4P7776eqqmqmwxLkgVAoxFe/eivxeJzogvdha76ZDmlkZI3ogvMJHHmWf/mXb/Kb39xPTU3NTEc1qxAiep4JxnRKfS5qik3iuolHk/sq0OEbl68mFDeo74rwp+0tHO6MEUoaA4R0CcDOfNUUCQmwLBvDztiuOFUJl6oQTLzbuFTJ7ILbofLeFSU8vatl2NgUaaC1i8TIfQw0RUJTJNIGeDQlY4kiZcR7VX63Ir4zksa2M/OkzEx7jUzsYFo2kaTBmw09YEvY2Lx2uIvFpR6+9terqQi4+NnGgwTcKh6HwjutUSwglNBJ9/nHF3ocFLpVOqNp3A6FMr+Tpp44Dhk8Do1VlQH2tYVJ6hbra8to6I6SNmw+ds4i1tYUDRDh6toj/FhKszwAAQAASURBVPrlemrLfQTcDkzLpr4zysZ9HbxW30VDV4zmYJy1NYUU+5w0dMcp8GgDqpWrcz7eTl4/HMKtKaRlm5RuDRFFhxPdRhL6+ovEumny8OuNFLgduUrbDTtauPn9K7n5/Supa4/wm831HOqM4XYoJNImAZeKblpDbGdsC4KxNFUFbjRVHtVqZDSCMZ3OSIrOSApJkqgscNEWSvI/25oocDvG3MByJHuQUp9rwPiRBMv+Y0aaS1OU3FMDw1FT7MatKXRHU5T4nHT3NcGtKR5ZjD6WaHosG5x82KK0hhI0dGeeiPC7NCJJPefX378CfbBYv/NoLxevLh/TGsOxotyH36WyqirAgkIPsT5f/Yk0KR0Po+X/WPnON/m4CSIQCASC45tIJMKXvvQlDh06xMV/fSUf+cTnhIA+TiRJ4oPXfBJJknnqj4/yz//8z/ziF78Y0NhWMDU8/fTT3HHHHSDLXPSx61hy0mkzHdK0Icsy533o4zjdHna+9Ayf//znufvuu+dlY725wsMPP8wf/vAHHEWVlJ4z93zQR8JVvpjiM/6a7q1Pcsstt/CrX/1KNFue4xiGwTe/+U1aWo6SKF2LHlgy0yEdE9NdlqmWb9nMV7/6VX7961+L67AforFoninyahnx2bQo8mikTRuXKqGbFpqicP4JZVx73jKuPr0Gl0NBG3QGbMDrlPG4ZCTb7uv8DJos4XXIOBQFY1C7XUXJjGnuTfD0rjbSI3i9uDUZjyaT7SM6ev2RhM+ZORZJsrFtm1RfhbwEqIqEU5UxbTD75sqK8hbg0lQ8DhlJkuiMpEmbJsvLMnfcso0Jl5X58DgUVFkiljRz8WTDlwFFlkgYFrqR8ZpOpDPVtYm+UvyuWArDsllYlPEKX1LiQ5UlNCVjiVJV4GZ1dYCqAje1Ff4+j/Ik4USahu4o0ZTBpnfacWsqpy8qAiS2NQRJ9lnU9K9WTugm0VTGQuNgR4xwQieezjTwLHQ7BjRuHGtDxtZQgr0t4ZwQuro6gKYoIzbIrCpwc/7Kci5eVYFtw9FgAtu2KfM7Kevzg+5PbaWP6iI3SFDsdRBLGxPyxs5c1zLhpNFPuNdIpE2C8fSYG1j2t+IwLXtY65P+ufM6VBq7Yzz46uEhuRvLXMOxtqYo0/QWiaPBBBISHz5z4YAq9GOdv/7nLUv/a20ixz0S2bXq2qJEkwZLS31UBFwsLfUNyfV4m6uOhWBMx7LghMoABR4tL3Mei9Hyn80HMGK+881U5FUgEAgExw/JZJKvfvWrHDx4kAsv/YAQ0CeBJElc+ZGP81d/+3ccOXKEL3/5y8RisZkO67jFtm0efPBBvv/976M53fz1526ZVwJ6FkmSOOuvr2bdlf9AMBjkC1/4Aq+//vpMhyUYhmeffZb77rsP1VtI+QX/gKw5ZjqkvOKvPZOC1e+lsbGRW2+9VTS9ncMYhsF3vvMd3nrrLdL+xSRL1850SGMmXbCMRMkpNDU18ZWvfEX8Hu6HqETPM1UFbi5fU81fDnbR0pvMCc4uLWMvka2MPmVhIGMjYtt0RdKYffurEpT4nOimTbeRQpEl3C6VNTUFdIRTtIaSJAd5uaT7do6mTP7rjcZMQ85hKPQ4ME2Lnngas28fWSJXSd4f27Yp9ztwqNARSWNYmTEyGQuVYo9GOGUgS5nmpWo/ixkJUGQIuDWcqkIooePWZI70xJHIbA/GdGor/PhcKke646T7bGMgYw8l2yDJGeG/M5oiZVhY6KRjNoZpYdrQEUkSTek4VYVDnVGWlfo52hvHOYxnc2sowca9HXREkhwNJni7sQdVkSnxOggldE5fpLK0zEex18nBjgiXrKrgP7c0DKlWrip0cbAjyqHOKJ3RFJZlE3CpbDncRbnfid6X2LFUHg/0GJdyzUH7C65ehzrkmDbXdbKnJUypz0FXNI1DVajss7gYj5/4eMhc15XUtUdoCyUJuDRKfQ4KPBoSx24OOlI8GU/5dxtHtYYSbGsI0hlJkUgb7GuLYJiZmzi/+vMhbr/y5Lwc2xcurOW8FaVDmsNmyVbeV/hddEWTuQaowZjOwY7ouG09hov1vBUlORF2pJgHW7NEU/qouT5WE9aJMBVzHov++U/oRu7nZ+O+DnY29067pcpM5EAgEAgEc4NsldmuXbs4570Xcs2nhIXLZJEkiQ/9/aeIxaJs3vgMt912G3fddVeuWa0gPxiGwV133cWGDRvwF5dx2af/mYKy+W1jsnrdhXgDRfz59/fzla98hVtvvZUrrrhipsMS9LFlyxZ+8MMfojjclF/wD6hu/0yHNCUUrr0IIx5m166dfPvb3+YHP/gBqiqku7mEYRh897vf5cUXX0T3VBKrfu+s9UEfiWTZachGnD179vDlL3+Zu+++WzRfRojoU8KbDd3E0lauijxt2jR0x/nFpoOkDIto0qApGKehK5obp0qZnynDgpbeJA5FwuNQ8ToVAi6NA21RkkamWemCQjcd4QS9yaEV5+FB9jBZZDI2KaZlo6kKlm1mKr5t8LsUdNPGqcikLYNUOmPF0h5JUepzkExbJPV3bVss0wJJosLvQnebdEbTqIqErJsZP3XAsGx6YjqmlSaRNunBRpMl4rpFZyTF1oZuCj0OgrE0lm1j9+3X/21FkyWCcR3dsCn2aYQTBinDQgJcfQkzTRtbsdnZHOJAexRVllhe7hvg2by5rpNHtzbyZkMQWZKoKXLRFEwiS3BSdYA3GnrYeTREsddJLG1QXeTmslMqiesGj7/ZzNFgAremcOaSIv737aNsb+zFxsbrUEgZFkndzHxNW9y/uZ5rzlrEinLfqKJbttK2tTdBVzRNOKkPaA56xdpq7n/5EPWdmTt+2WMCchW6568s53BXFN20cvY1w5Ev64tME1GJJ3e2oJuZ6vcr1lbnYhqrkJ2N53/fOspr9V1sfKednUd7c01BOyMp3mkNE4xnbhC4VImkARvf6eBDpwcHHOdkjm1tTdGIOdva0M3+tghvNwYz/vdKprnt1sNd7GmNjMnWY7Cfd/9Y6zoivHqwi2d3t48oBg9nIRJOSiR0Y8RcT4Vf+Ex4kNd1RGjoinGgPULApVLmd1LgdvBafRduTZ12S5WZ8mEXCAQCwezGtm3uuOMOtmzZwprTz+JT//RFZFk86JsPJEniY5+5nng0yrbXX+G73/0u3/ve90R+80QsFuNb3/oWr7/+OqULl3DptTfh9onH9QEWn3Qqf/35L/P8f/6cH/3oR7S1tfG5z4mnS2aa119/na9//evYSJSf//c4Co7f3kSSJFF6zt9ipmK88sor3H777dx+++1CSJ8jGIbB97//fTZu3IjuqSRaczHIc/DcSRLxqvcANrt27eKrX/0qd911Fx6PZ6Yjm1Hm4Jmc3exoCvLM7vYh203L5pndbaxZWIAiSRzqiGLZmUrrRNrCssGhSOiWjWHaODWZpG4QSerEUgbFXicuTSaSNFEVBVVR0eT0kAajg/3VvU4ZVZKIpk1kScLllImmMo05izwqCd1ClSVUWebMxUUc7IwRTxsk0iZORaapO0E4lWmEmrVrMWzwORWKvU5qij04VZmN+zrwOFT8LhWnItMSSmJZNom0gW6BnjRxKBJep4Jtw5+2t6ApEqoiUxVw0RZOkq1111QJ3bCpKfFQ4nXQEUmRNkxcmoJpZarQ06aN36kgSeDWFDqjaZaW+ji1poBoymTDjhYCLpVQQuexN5to6U0QSxmYlkVvPI1TlfE6VdKmzcoKP9ubQuxpCVFR4OTcZZkGRv2rld0OmWf3tJPSLZyaQlo3SZsWFX4nHdE0JV4Nh6rkvNFvfv/KUUW3bKVtVzSNJJHzGM82B11R7qPA7WBpqUSxVyOaMvjdliP8zclVAyrcl5b6cj7gWUZqxpgPwe/KUxdw9tLiIfOPVcjOxrb1cBePv9lE2rQIuDRiKZ2th3s4aUGAk6oLaA0laI+kcCg2kqywoFAjnDSGbf450WMbnKf+sT34lyMkdINYKmNW5HEolAecvHqoB920OKm6YMgTBkBuvpGq1bNxvnqw65hC/LsWIk56Yml8ToVYSuUjZ9aALYFks6J8aFOSqfALn04P8tZQglcPdrGwyJ27wZTULc49s4TdR8MDLFXG6yt/rHVHO77p9mEXCAQCweznd7/7Hc888wzLV67iH794mxA48owsK3zmhi8Ti4b585//zG9+8xv+8R//cabDmvN0dnby1a9+lbq6OhatWssFH/08mkNU+fenfNEyrvjCbTz7wE958MEHaWtr47bbbkPTxFOIM8G2bdu47bbbMCyb8vf9A67yRTMd0pQjKQrl66+h46X/YtOmTSiKwre//W2Ufn/3C2YfyWSSb3/727z66qvongqiNRfNTQE9iyQTrzoPbNixYwc33XQTd911F0VFwxcjzgfm8NmcnTT1JEjq5pBqcNOCRNqgvjNGvK9y2aFKWJaUq1hP9nmOW0Akaf7/7J13nFxlvf/fp00v23t6gYQSpAVFQARsgF6xYC8IKJargkivV+FeEdAr3KviT7EXLjYEUUA0IUAIgSSQhGST3STb6/SZ05/fH2d2sptsQhI2mSTM+5W8kt2ZOfM9z3NmZvfzfJ7Pt/TY0bxNOm8jKxISgmxRDNYUGcudPP+c4jGzxvbbU7qNX5GwHC9rPa3bIMByXBRZYutojkTeIF2wcQTe84iJxwOvOWnGcJhRq3Hq3Fqqg35e6UvTHA8R8sv0pXQ2DGY9l/i4ekxHIBfF/M6hLLIsIUuQtl0sR+AIUHAJ+zXm1of46jnz6RzO8t3HN5EsWKXomLFMd9v1BO0x+/q0miCxoI+wX7C8c4R7n9xE3nTYNJjFdV1M28URAscV5C2XtG6zZOMgcnERoWDZDGcknt40zJruZEn4XDStmnW9abK6TWtViI0DGZIFC9106UvppcUFWYKqoI/eRIH2/iynH7Fr0W0sOz+tWzTFAzs1BwXoTxXIGg6bh7LkDBtJAt3yRN2BtE7Er9Cd0AnsEPWyt1Eju2NPBfk9EbLHx9ds6M9g2C4z60IUTIehjEnWsIn4NBRZ4piWKrYM5/FpCq3xACndmrT5576y4ziNd8GP1dYcD7LVzqMqElG/yqzaCAMZHU3ZOb6mfTDNsk0jpdiVVMGkMRacVCTf0yaj1WGNnGnz5IYUiiThCMGM2jCJvFl6rl3N8VQtmuzpMV9NgN4bxsZn0bRq8qZN3nQYSOsc3VLFlpH8folU2dPXzf4Y10OVqZzzChUqVDgU+de//sUPfvADausauOzy6/BVRMj9gqZpfPYr1/KfN17BT3/6U2bOnMnb3va2cpd1yNLR0cEVV1zB4OAgC055C6e8+8MVd/8uiNU2cP5lV/PYz+7l0UcfZWhoiNtuu41IZGcTS4X9x4oVK7jqqquxHJeG0z9EsGlWuUs6YMiqRsMZH2Lgn7/i8ccfR5Ikrr/++sqC7UFKKpXiyiuvZO3atVjhVrJtZ4B8GCy8STL5llNBVnnllVe49NLPcvfdd9HW1lbuyspC5RNzign6ZCxnZ2HbBSxXoFsONSHvhWTYAle4k8av7IiNJ0IbDuRMB932hOC9xXIEslx0lLueq9x2QbiCzqEcibwnnCuvslutoNsMZQx+tXwbP3t2C30pneWdwyxrH2bFllEsR1BMi5mAaQtcIYgHNTRVJqPbWLZbEusdIKtbWI5LPKjx2LpBbzyLdbpie+NRR4BPlREC4kEVtyiQbxnJMpwx0BSZeQ0RLNtlKGthOKKU7T72+NG8zWjOoi7kI2s49KcLNMb8OzWSHMtEHs55DntXgF+TcYXAcAQjWZNEzmRJ+yBbRnI8sLKLpe1Du2w2OZad71Nk+lP6Ts1BLcdhOGuS0S0My8Z2vXPTLRvTdukazfHYugHW96VIFUw2DWb3uJnprtixWebS9iHufmwj9/yjndseXs8vntm6x8ea7NhjtTXGArhCYDsO6YLlNSq1HDRFJmt6kUNIMLchTFBTGMgYkzb/3Fd2HKe8afPr57roS+rEAmqptoLpEFBlLNtFUySypkV91M+5x7YgSdAxlEWS4NS5dSzbNFI6nm65dAzlCPvUSZtQ7thkdMtIFtsVpTz98QhRbNkreWFHumnz+LrBfZ7j/cH46+TuxzaytH3oNR1v/PiEfCqO67025jVFOH/RxLGfikiV1/q6eT0y1XNeoUKFCocamzZt4tZbb8UfCPKFK28kFq8qd0mHNeFIhC9eeSOhcJjbbr+ddevWlbukQ5IXXniBz33uMgYHBzn5Xe/nje/5SEVAfxUC4ajXbPXo41m5ciWXXeaNX4UDw7/+9S++9rUrMW2b+tM+SLB5TrlLOuDIqo/GMz6Mv346jz32GNdee22l2ehBSG9vL5/93OdYu3YtRnxO0YF+GAjoY0gy+aZTKNQdR29vD5d+9rOsX7++3FWVhcoS1hTTHA8R1BR025709rzp5XqrstcQ1NhZN9uvuEDUp5A3nQmNQC13ouDtvIqynzZs1vUmkSWZOQ1h2qqDrOlJY9pmSeSeDFkCTZGZVR/BdQXPdo54oimg4DUTVWSZ4azJPU9s4vkto57wjrfiI0mgyhL1MT8za8MgoCqssbA5xpaRPB1DniBZF/Exqy5CwbJR5J3F/AljIqAnXSAW8KHKEoYtJnUHH9taxd/X9WO5guZ4gPqon76U7sXDKDIp3UKWZd48t4qAprxqXvN7jmsFBA+v6cdy3FLG+JhbuS7qZzhjkLAFMt4CQG9Kx3a881vQHKO1KkTOtHlodS/nHdu8Rw5n8ITD9oEMCIl5TZGd4kdOnVtbEoY1VWJ1V5IXtyV4tnOYC0+avtfu9vHu67xpUx3yYTlenvxozkSVZc5a2IBhu6X4m6veuYBYQC3F6TTHQ/SlClPmdB4bp0xxQUgIQX9awafKWE7xFwoJZEkiFvQR8m13KI+PtEnkLP72cn/peG3VAdb3pehJ5okEYjs5ppvjQU6dW8vDa/rZOJAhXbCoi/j45fJtpHW7NLaJnEXEr/GW+VFMx8WnyGwazJDImxw3rXq/RJrsLZPltr/WnPLd5Y83x4NTHqmypzsDKnjsjzmvUKFChUOJbDbLddddh67rfOFrN9A2fWa5S3pd0Njcyme/cg3fuf1GrrvuOn7yk59QVVVV7rIOGf75z39y0803I1zBmR++lNmLTip3SYcMqubjrR/5LMsfeYC1Tz3O5z73Oe6++25mzJhR7tIOax555BFuu/12JEWj8YwPEWicWe6Syoas+Wk882MMLf0dy5Yt4/LLL+db3/pWpcnjQcKqVau45tprSadSFGqPQa9/wyHXRHSPkCT0+kW4ahD6n+Wyz3+e66+7jrPPPrvclR1QKiL6FGM5Dq7YWbKVgJqwD9P2csKrw/5SdMfe+8lfG27R0T3Gnjjhd8QR4DigSC4b+zMEfQq27TCJCR/wzt+vSkT8KpoqE/WrjOQMVNnLPwdP4NckLxzFsF1e7E4gSRKKjOf+BgKKRFM8SE3Yx7FtVcxvjLB4di3N8SCruxIT8ssH0jqK5Ll4fYpUOoY7yQnnDRufIhP0KfhVaYLwOT7qQVMkWquDNMUCRAMancM5/KrMWFtU1/XmtCUeYjCj71LAHhMB33NcGzNrw3SNFphWE6QhFmBdbxrLcWiKBZAkMCybhO7VF1Bl8q7LcNbkxBm1KAooksRARgch7bKZ6dhzWo7DSz1p/rK6h+6E57RtrQ4Q0FQaooGSKDYm7M+sDbG8M0VQUzBlUcp8HxPMxsZ8Wk1wty7x8e7ixliAuoiPRN4sNov18u63jea54Pg25jVEJwikad2eNGpj/DgCeyysjq8l4lfY0J8BQJElhBBkdZuAptBcFWCeP8qpc2o4aVYdluOgKUpJyB//POPPLWs4tFUHMWyHtb2pCYsj4Ll4l20aIaN7ufht1QGOaonTndD53Yqu0tiO1Zkz7dJ8VoU1JHaOk5mKSJN9YX8J0KfNqy8toOx4bU11pMqO12a5x/Rgp7LoUKFChdczQgi++c1v0t3dzbkXfIhFJywud0mvKxYcfRzvvfAT/P7X93PLLbfw7W9/u5IPvAf8+c9/5o477kDRfJzzqS/QMufIcpd0yCHJMqecdyGhaBUr/vp/XHbZZdx5550sWLCg3KUddggh+M1vfsM999yD4g/R8JaP4q9tKXdZZUdWNRpO/xBDz/yBVatW8cUvfpFvf/vb1NbWlru01zV//vOf+fa3v43jCnLNb8KsmlfukvY7ZvV8XC1MtHcJN910Ex0dHVx88cWvm51NFRF9iknlbQrWzvZyvyIhio02dctFljzx8EAL6AAZc+rs747w/pr67o/pVyWm14TwawqDaZ0l7UPkTduLaCneR+DFzaiKQm3YR6pg0VodpHs0X3LNuwLyusVwxqBrNE/Er/KBEwsc01Y1acb1QEbHr8pUhTRkSWIka0wqogsk6qN+aiN+BtJGSawFdnJdWo6LLEms702R1i1sRxTz7QWOEKzrS9GfLjCrLryTELerLO6sbpMzbYQQRPwaWcMikTdJ5CzylovjCIJ+GZ+qMLs+wrreNGt6EhRMh3RRYE8UzEkdvGMu886hLP1pg6zhRcLUhDTCAY2uUR1XCGbXhUui2HDWQFMkuhM6huWgqd7iQmvV9sWBP7zQzQPPd1OwHIKawgdObOPzZ07+obGju7gq5KMp5mcwY1IX9eNTJLaO5Hh83QAnz6opiXG7cr2O5oxSLvj4cduTHPjxtTzXOUq6YBHyKQxnTRzXBSRaqgK865gWzlrQQHM8uNvM7B3PLWtY+DUFWZLQFJlT59aW7jv+fGbUhNk2mqc/bZDID+O63uLRE+sH+dgpMyZ1ZF940vTSNTlZw9oDzf4SoHcc7/EO/almd873CjtTWXSoUKHC65lf/epXLFmyhAVHH8f57/twuct5XfK28y5g88b1PPfccu6//34+85nPlLukgxYhBD/72c/44Q9/SDAS422f/jJ1rYd/Q8b9ybFnvJ1AOMJTv/8ZX/ziF7n99ts5+eSTy13WYYNt23z3u9/l97//PWooRsOZH8MX3z+/AxyKSIpC/ZsuYNQXYOPGlVxyyaXceee3mTXr9ZMTf7Bg2zb33HMPDzzwAEINkJn+FpxQY7nLOmDYkVZSM95FtPsf/PSnP6Wzs5Prr7/+dbE7oiKiTzEdwxnsSfRkF8+tqioyA2mdrOlwGG7w2AkZaIr7ufDE6dRGfDy5YZBoQPUarJoOEgK/4kXbSIAiw5y6MO8/oZX7n96KbjoEVAXbsXEF+BSJ0bxFVdjH9NoQAymdnz69lXmNIzTHgzTG/HQndApmhotPm4WmKLQPZnhwZRfr+zKlmsYvXmiyxLQar5HpwpZ4ybGdyts8sW6AoYzBjJowozmTsE8l4tc468hGHnm5D8cVbB3New1LhShltDsuSDts4elLFfjdii50y6WtOsBgxuCB57s5qjVGY8zPY+uSuALeMK2KjqEcrhAcP72atG7RPphjbn2E5rifRN7L5h5KG7hALKBRF/GxbNMwXz1nPl89Z/4Eh/bdj20kZ9gk8ha65VAwLRRZpmC51ERkNMVrqtqd0GkDuhM6Eb/K2QsbeXzdAEYxs/7Y1jg50xM1+1J5Hni+G4GgtTrISNY7l1Pn1k1wDY93i582b3uj1eGMwQ+XbCZjOET8ipdVL5zSwsGYgDmZ63Vtb4oHV/bgVxWqQyovdadwhODNc2tLedavFi0x5nS+8+8bSRUsAprMQNrAlSQao35m1IZ5tmOY6TVBBovCvRDQEA3Qk8zz2xXbJjzH2Lm192d5YGUXAU0pCYzLNo1w8qzanZqKFiybkKbQkyxQG/ahKN7K7bMdwyXxfvxxkUTpOac60mRf2R8CdDniQsZfm+PHtNI8c2f2Zc4r41ihQoXDgdWrV/P97/+AqppaLv7SlcjyoeWA/uEPfzjp97925dcPcCWvDVmW+dTnvspt132Fn/zkJxxzzDEVEXMShBDce++9/PrXvyZaU8c7LvoqsbqGcpd1WDD/xFMJhCL849c/4Morr+Tmm2/mzDPPLHdZhzz5fJ6bb76ZZcuW4atuouGMj6CGouUu66BDkmVqTjoXNVLFwKon+OxnP8vtt9/OCSecUO7SXjeMjIxw4403smrVKhx/Ndm2t+L6Xn8Nh11/nPTMdxHu+RdLlizh4osv5j//8z8P+6irsoroS5Ys4Y477mDlypX09fXxhz/8gX/7t38r3S6E4KabbuK+++4jmUxy6qmn8r//+7/Mm3fwbpFQZWXSeBRNkcgZDnnLKXVz3ZcYlUONiF+mMRpg5bYEqbzF1pEcqiKR0i1sxxsDt7joIMswvTbEN957NIumVZMzHX7x7Daypo0kScQCCj5FRrdNGiJ+coZNwbSL+ewutut68SCWg2G7vNRTy8dOmcHClhgg+NnTW7FdQVBTMCybnOliOy5hv0JNSONvawfwqd4vRPct2UzHUA7bFaVYjmhAw3EF02uCJAsGgxmdmfVhDMf1RGphURf2oakyJ86oJms4EwThJ9YP8uK2BH5VpieZpyHmp2A5RHwaW0byJPMmAolnO4bJmy6yDOv6MhzdEqOt2iVnWjy9OQt4zTmrwz4WtsQJ+RRCPrUUqTC+kem63nTJrT2Q1pElyRt34WJIDqmChSTBrNoQGd3ksXUpAGbXh6kJ+7j23AU8sX6QZzuGsV1BoNjMMZW3yBo29RE/riuojfjpSRToGi2URPRdubeb40H6UgWqwhrtgxmGM0bJAd4cD2A5Dut601SHtUldr2ndoidRIOxTyJkOybyJIks8vzXBMW1xLFvsUbSEpihE/ConzKzmxW1JLMdFkb28fkWSeGFbgmTeIuRTSeQMmuNB1vamMGwXw3J4Yt0gH3vj9g+IMZHccb1M/cmiLnY8n0hAw3ZyDOdMJCAe8jGQmhgDtGkwy19emnwcx7OjUHmghMtdCdD7SrniQnaMidnd7oPXO3sz55VxrFChwuFAIpHgpptuAgSX/vtVRGPxcpf0uiYciXDpl6/mv276Grfccgv3338/9fWVz5YxXNflrrvu4g9/+APVja284zNfIRSrKndZhxXTFy7iHZ/5Ko/d/z1uvPFGbrjhBt72treVu6xDlsHBQa666io2btxIsHku9W9+P7LmL3dZBy2SJBFf+GaUUBUjz/6Rr15+OVd9/euce+655S7tsOfll1/m2muvY2RkGDM2k1zzmw6vBqJ7iVD8ZKedTXDwBbZtW8tnPnMxN9xwPWeccUa5S9tvlFVEz+VyLFq0iIsuuogLLrhgp9u/9a1v8d///d/89Kc/ZdasWdxwww28/e1vZ926dQQCgTJU/OoULHtScbw5HiRvOlQHNYZsF8P1vNBeAvjhS8ZwWdOdIqDJCEC3tnvAxQ7/juWpN8S8uf38mfOoj/r51qMbUGWJhqifnmQBIaAvpSNwsRwIqAqqIvFyd5qmuB9NVXDEdkcvwLJNIzRXBcibXtxOyOdnWo1CX0rnqNY4C5vjDKR1frtiG7rpsm20UBQ4PZFWl7wIF02W2Taa5wdLOkjkLDYNZJlWE0SWpNJcHtMWRyBNiDjoSxV4tmMYJC+SxrQdNg1k0RSZoaxO92gegYQsgW67mI6LX5KwHIcXtiWYWRvGAmbVRZjbEGYoa7C2J01Gt6iL+HcZqVAd1pBl2DyURZYkBAKfJuO4otTYc35jhPedMI0/r+qhrTrItOowSJ6j+6vnzOdjp8zgrAUNEwSznz7dSc6wSesWQU3Gr3pCftAnlzLdX81NvLA5zrObR4ritUTIp5A1bH60tBPHFSXBbbzrVZElVAkCmoIkSWR1C8sRaIqMLMHqriTHtFbtNlpifD58JKDSnyogF+dOCIFtu6wZTqEqEvMaIgxlDfrTOn0pnUhAw6dIOK7E8s4RzlrYMEFAfLWoix1dvLVhH36fjO2AqsikCxbbXBfL8VaWVncl+PkzW/Gp0m5d2buLCToQwuVU5pQfDHEhleaZr86ezHllHCtUqHA44Lou//Ef/8HQ0BDv+8inmXvEwnKXtE9ceumlk34/Fq86sIVMETNmz+WDH7+EX/3kf7n55pv57ne/i6pWNlk7jsN//ud/8sgjj1DbOp13XPQVAuGKm3d/0DRzHu+4+HL+9v++w6233oppmpx33nnlLuuQY+3atVx99dWMjo4SnXsCNSe+C+l1kq38WonMPBo1FGVo6W+57bbb6Ojo4POf/3ylV8R+QAjB73//e7773/+N4zjkG0/CqF5weDYQ3VskmULjidjBOuh7mmuvvZaPfexjXHLJJYfl53JZz+id73wn73znOye9TQjBd77zHa6//nre8573APCzn/2MxsZG/vjHP/KhD33oQJa6xyTz1qTfb6kKlJzNsixRG1JJFmyEODxFdBnwqRKGLXCAnOWiSN65ypKXo74jqgx9SZ2fPd3J+YvaqA5rNMYCNMQCJHIGHcM5LMdFCMgYFq4LAU3m6LYqfIrM8s5RdFsQU73oEdv1HMlAydmqKTKv9KVLkSjTa0IsbI6XHK+rtiXImjaKLBENqORNr9mkJEnFuRL0pQxqwz7aaoL0JXW2juQ5fkY1Zy9oZCRnYtkCv8qEiINEzqJrJI9luyQME1mS8Ksy5x3bQm9KJ2PY1EZ8mJZDxrCRJRBCYjRnYjkCxxWYjktN2EdtxMfM2ggDaQPLcXcbqdAcD3LK7DpWbUsS8nkRLvGA97J/+1FNvPXIRuY1RXhi3SAb+jP4NYW0bjO3PlIavzGxbHzExRPrB/ApElnTJVVw0BSHo1vj/G3tAFndxnZdEnmLxbNqd3ITj2W09yYLqIrMsa0RmqqCaLLMMx3D6JbLEU3RkuA2PqJmOGPwmxXbaIwFebk3jUBCUyTCPhWBhO24LC5Gp+xIX6rAE+sGWd45UhLpa8MaKzpHsVxBbdiPbtms60+jKTKLZ9cQC/oI+zU6h/MMZXQs28GvKSyaVjWp431Poi7Gu3g3DqRZ1ZUE4eW6y5LAcb3eCkvbh/j5M1tY052iOqShKTKtVaGdXNk7CpVbRrI88Hw3C1tiB6Vw+WoO+YMho7zSPHNqqIxjhQoVDgfuv/9+li9fzrHHn8Q557633OVUGMcZ57yLja+8zPPPLOUHP/gBX/jCF8pdUlmxbZtvfOMbPPbYY9RPn83bP/1l/MFQucs6rKlvm8m7Lv0af/3RXdx+++0YhsH73ve+cpd1yPC3v/2N22+/Hct2qDnxnUTnnbRTJGqF3RNomEHT2y9h8F+/4Te/+Q2dnZ3ccsstRKOVxbOpIpfL8a1vfYvHH38coQbITjsLO9xU7rIOOqzYTFL+KiLdT/KLX/yCl19+mVtuuYW6urpylzalHLTLAp2dnfT393P22WeXvhePx1m8eDHPPPPMLkV0wzAwDKP0dTqd3u+1jsenTv6mP78xSjzoI5k36RrNkbdc6iJ+Qj7PFZzIm5iOi2FPftyDybEu4QnelgsRn0zOdD1xnKKbt3ifMefzGGNZ5IpUPB8B4+PjVUXGtF1+tbyL57cmkYv3G8kapHULvyLjCJmAJogFNXTTQVUk2qpCjOYN4kGN5niAmTVhto5msV1BXyrPwpY4kYDKlpEsEZ9GS1WQaTVhLjypjT+82MOG/jStVSFypk1VWCOgKSTzFhndi4uxXfDL0BDz058qYDmCeFAjFvQR1BR6kwXeflQTH3/jTFZ3JegaLTCtJjghG/zxdX1sHMwiBAR9MhIQ1BTee3wrAPc+uQlNkQn7FP61cZiMsGmI+XAcwWDGIJE3AUHe9KJqLMelKRbgrAUN1IT8zGvyMrjGYlDGC1RnLWhgeccIuuVSHVJJ5G0Cmsxn3zKnFPvxz42DuEIgIXAFrOlJcXRrbFL3b3t/lo6hHE1VIXK6xXDOxHYEL/ekmN8YZdG0ajqHswxnDLaMZIuCv+cmHu9Qn9cQoTuRpz9jcGRznJ5kHoC26p2jUMYiavpSBSIBFSFgQVOUjG6hyCqnz6sjkbfwazJnLdw573Fp+xC/XbGNVduSqIrEomlVCAFrezPEAipBn8JIzkRTJC+mJurHcQUDKZ2saTG7LkxzLIAkSbRVB8gaDn6VCeMzJg7HAirnHdMCkmBeY3SXQnFzPMhwVi++RqTiX2+hZjRv8PTmETRFpjrko2DZvNKXxnLcnVzZOwqVEZ9GwXKIBrQpFS6nIh5mT6M9xi80WI6Dpij0pQoHTHg9GNzwByt7cx1UxrFChQqHOk8//TQ//vGPqWto5NOXXY5ccUceVEiSxCcu+RLdWzv51a9+xcKFC1+32dS2bXPTTTfxz3/+k6ZZ8znnU1/C5z84d24fbtQ0t3HuZ6/kr/fdyV133YVt21x44YXlLuugxrZtvv/97/PrX/8axRek8cwPEWyaXe6yDlm0SDXNb7uIoaf/wPLly7n00ktfF9nUB4KOjg6uve46urZtwwo2kGs9A6FVFid3heuvIj3zPML9T7Nq1So+9alPccsttxxWmf0HrYje398PQGPjxA63jY2Npdsm4/bbb+eWW27Zr7XtjjdMqyGggr6DGL6hL8Olb5nDfUs2M5q3yBmefCxL4FMVLGf3lvSDRUAfQy6uFViuQBnnLB8T+x0gPy66RcIT0EXxX3uSEyoU75/SbV7uToIkEfarzK0P88K2JLrpDWpQkzBtl4AmkyzYPLquD02WiYc0to3keLkniWkLFFniqgfXcN4xLdSGNZ7ZNEzecvCpCm9f2EjWsMnoNpsHs6zvSzO7Pswlp88BvEz0jQNZTNslqCnEgirJvOVFx8g2qYJNyK+S0S1iAY1j2+I7CYRp3ea0efX8aVUPv1nRjeMKEALdBJ8qUxPxoykK1WGN0+c1sLxzhKzh0FodYNtoAUWScGVwhUAIUGUZy3bpSxbwqTK1YY2/rx1AlqEu7Kc7UUC3HKrCGheeNL0kTjbHg3zwpGml2qrD2gRn7xPrB3mlL40QMJw1CWoyiixzyuy6yUUyyZs823EoWC4+xbsYbNd7/FBGJxrQiAVUTFtMcBNrijJB8F00rYqVWxJsGsxQFdaY0xAhaziE/WJSwW3MpTyWWS+EJ0Bv6M/QGA9wzsKmSbPCH1rdi2G5+DUF23FZuSVBS3WQrpE8puOiWy41IR+RgIIkgWU7rO5KYjlehv4HTmzjmLYqHlrdy0Da2MkdPTb3nUNZhrMmdVE/s+rCnL9ImlDPjgJkPOg5zHXLRZMFlguaIoOQJuye2NCf8RbabMGFJ010Ze8oVGZNC02W2DyUJW/aJdf9axEupyLXem+jPZrjwdKuhQOdp30wuOEPRvb2OqiMY4UKFQ5lenp6uOWWW1BVjcu+eh3hSMXVdzASCIa47PLruO36y/nmN7/JrFmzmDlzZrnLOqBYlsWNN97IkiVLaJm7gHM+8QVU36GTJ72rprdfvvxrB7iSfaeqoZlzP/t1Hrnv2/z3f/83QoiDdud8uUkmk9x4442sXLkSLVZHwxkfRovWlLusQx5Z89Nw+oUk1/yDbWuf4jMXX8yNN9zA6aefXu7SDln++te/cscdd2AYBnrt0RTq3wBSZTH9VVE0ci2nYwcbYXAFX/7yV7jkkov5+Mc/fliYEQ5aEX1fueaaa7j88stLX6fTaaZNm3bAnn9eU4TZdRHW9WcnfP+5LaO8O9WCT1UIagoBVSZjeK5ix3FBCEx3Fwdl/zvR9+b4AjAd0BRQJAlFlTFth4AqU7BdpEnWAxQJFBkUJMJ+hbzhIEmgT6amAwXbc0Wbtkky7MN1BS6eeF+wBXnLoj7qIx5USRUsLAQhn0LesDEsQdCnAILRrMUvlm/Fr3q53bIskcqb/HFVD0+sH2BWfZg3zall22gBn6qUBL3RnMGDK3sYyuj0p3TypkPE74nFDVEfliPYNpIn4lf5wIltNMQC3Ld0HYblllztD63uJRZQeXhNL64QRP0KpiOKCycy8aDKPzcMsnLrKOmCjSwJTj+ikc+eMZvv/WMTI1kTy3HodkGWJWJFYd6wXYbSBrYjsGxBT1JnNGegKQrxkIo/qZAubJ4gTk7WCLAvVaB9IMOTrwygKjKRgELYccibLkc2x0p58jsyrzHKnIYI6/vSZA0bVYaasI+gJjOY0Xmu08F0XHyKzAXH13DSrLoJzynLlNz/PkXhDdOr+cAJ05jXFCmJprsT3OY2RIgHfSxoVmmrDrCuL0XXqE44oLJs0zA1Yd8EYW/Mqd1aFWJVV5JE3sRxoTepEwuqHNkcZU1XikTeIOALMr8xyrreNLPqwrRWh8joFltG8rz3+DY+unj6TjsNxsThnGGTNRwEgqxuMZI1+PkzW4gFVBZNq55UgKwN+5lWEyKZM9Ftl4AqUxX2URPZLoy3VYewHBfLCfKFM+dM2OEAOwuVWcMCCV7qTrGmO0lVUOOC41tL0UZ7K2BOVa713kZ7lDtPe6obpr4WDlST2FerYV/m42AaxwoVKlTYU3K5HNdccw3ZbJZPf/5yps2sOCQPZppbp/Gpz32FH3zndq666iruu+8+YrFYucs6IFiWxQ033MDSpUtpmbfQE9A1X7nLel0Sq2vgXZd+jUfuu5Pvfe97OI7DRz/60XKXdVDxyiuvcM211zI4MEBo2gLqTnlPpYHoFCJJEtWLzsJX3czIs3/immuu4ROf+AQXX3xxJSd9LygUCtx111088sgjCMVHru1MrOj0cpd1aCFJGDVHYgdrifT8ix/+8Ie8+OKL3HTTTVRXV7/64w9iDloRvanJyxgaGBigubm59P2BgQGOO+64XT7O7/fj95fvjbg5HiQW2NnxaTiCFVsSbBvJkypYSJKEbnkxKPpkAeE7sL+d6Ht7fK8J49j/vQgQF69p5mTHsgVEfCqxoMYRjVGe7RjBEWPhL7t+DkfAKwPbFyTccXdP6zYBRUaVvbzy0ZyJbrm4eE11DKfofHfBNl0KpotflbzYGEeQtxy2DOfoS+m4rqA74fLE+kHOWtDAsk0jXpNJ14tQsV3hOa6LDUTbakL4FJl3HN3IJ980m188s5XntyRQZZmtIzmObIphu4KXutMkciYRv4qpyqBb5EwXVRFkdJsfP9VBtpjhI0tSsRmkSX+qQMdQDssVxagc4S24uAJFhpBPwbBdXupNI+M5mBXZxbRdwj6VjqEc7f3ZnfK6x77+06puHl7TTyJv0pcs0FYdJK3bpeamb5nfsEuxqzkeZPGsGjYOZHGFwEVmWk0QIaA/ZVBQHCJ+hWjAx/Nbk7zt6ObSsTYNejEvHcM5XupJMb8xwiWnz5ngmn81wS2Rs3BcwRFNUfKmTbrgLchMrw7jCLGTsDfm1N6WyJEqWNju9usrbzrUR/y0VgdJFSwWNMcoFFez5tRHiYc06iJ+OoayPLF+kDXdyZ12GoyJw7GghuW41Eb89CYK6JZLwXK498nNnHtsU/GamihAfnTxdGbVhcnH/ER8GlnTIuRTmdcY5fxF0k4LCuOF+/FjNCZUtvdnufvxDSRyFrIEsiRTsBz+srqPV/qz1Ef9e+3mnqpc672N9jgY8rSnsmHqvjIVuwCmgtcyHwfDOFaoUKHCnuI4DjfddBObN2/mrHe+hzee9tZyl1RhDzhh8amc+94LefgPv+W6667j7rvvPiwbmo3HNE1uuOEGnnrqKVrnLeTsQ1RA31XT22Dk0FsIidU28K5LvsZf7/s2//M//4Prunz84x8vd1kHBQ8//DB33HEHlmVTtegs4gtPreSf7yfC0xeixeoYWvpbfvazn/HKK69w8803E4/Hy13aQU9HRwc33HADW7ZswQ7UkWs9A9cXKXdZhyxOsJ70rPMJ9S5jxYoVfOKTn+TWW27hDW94Q7lL22cOWi/9rFmzaGpq4oknnih9L51Os3z5ct74xjeWsbLd05cq0JXIT3rbtpEsW0dz6LagUBTQD2VsFwzbRULg12R2L4mDKkteRIkQaIpUEiv3BQkIKHJRZBaYrkBVtn8I687Otbh4LnbdcnBdgV+VGcqa2I6LpiqoisyzHcO0D2QYyhj0pz0Hul+VCWgKsiwT0rz7zauP0lYdYm1vhtVdCf6yxhO5knmDgbTO8s4RRnMG/9wwSF9KJ61bCAGaqhAPakyvCRHxq+RNB8f1FiF8qkyqYPPA8z0k8xbNVUGaYn58CsiKjKZIKDI0RP0EfArpgolbbFQrAY4rsItNSL1Bmnw2/rSqh+881s7a3hSJnNectD9tcFRznNl1YY6bXjVprjh41/eSDUOs78twwowq3ji7ltqwRvdoAb+qMLs+zBFNUWRJJl0weXFbgifWD5Yee88TG9k2WkBTZGRJwrBd5jZM/FBqjgdLGeiTMV6MzZsOad3LIQ8HFC/ORLdLrusxsfnUuXUk8152uypB1K+gSmC7gnTBoSkWIOxTyeheXvzs+jC5YhTKQFpHkSWe7RguieBCwEOre+lLFUr1ZHQLTZEZKO5csByXqF+lYNrFXQ0GjbHtee9Z3UZTFM5f1ELIp5LWPQF9zH1/2rx6vnrOfL741nl89Zz5JeF0afsQdz+2kXv+0c7dj21kaftQadyQBD3JAiCIhzQ0RSJvOuQth8ZoYELde8r48R4bj32JhxlzzEsSdAxlkSR2G+0xVc97KLOj+3tf5m+qqMxHhQoVXi/cc889PPPMMxzzhpP4wMcuKnc5FfaC89//UY5ffCovvPACd955ZzH27/DEMAyuvfZannrqKdqOOJqzP/HFQ1JAPxyJ1dbzrkuvJFpdx/e//33uv//+cpdUVgzD4L/+67+47bbbcCWVxrd8hKqj3lwR0PczvqoGmt5+CcHW+Tz33HN8+qKLWL9+fbnLOmgRQvCXv/yFz3zmYrZs2YJes5DMzHdUBPQpQCh+cm1nkm84kdHRBF/60r/z4x//GMdxXv3BByFlXZ7PZrNs2rSp9HVnZyerVq2ipqaG6dOn85WvfIVvfOMbzJs3j1mzZnHDDTfQ0tLCv/3bv5Wv6FehfSBDesdA9CL9KQPXFagyJTfsoY4jvFz0iK+Y674bsoZNQ9GB6sVe7Dnjc9cBFFnCr8noBRufKqO6AtcVBH0yrhAUrJ0bmo7hCtAkPOFfCExHEPTBsa1xbFeAkBjO6HSNFlBlMGyBpnjZ5CndojbsIxxQCGoqHUNZXupO0Z3IUx3SKFguumWT1m2yhs20mjAnzKxmdVcS3XKZ3xhh8ew61vakPNFf8hz9kgS24yJJ3sJEwCdTE/Z+ENZNB8sRVId9BH0qs+pCSJJEX7KAJHkO9oAqYToupuNiO4I5DRHmNe6c3dmXKvDwml4KlkNN2IfluPhUGcNy6EsVaKkOcurcukmjP8Ycsb2JAltGcpwws5rjplczqy7CpsEMFxzfyhPrB3mpJ0lQU5BlBUfAsx3DnLWggT+s7OalnjSSJKEpEkFNoSdR2Mkx/2qMjy8ZSOv4FJn6qJ+gpk4Q9nZ08C5sibGuN42myET8Ko4Aw3JI5g2OaI7x/hOnUR30gSRI5C2WbRouucAXz6rl6c3DE0Tw8U1Px+qJ+BVSBQtZ9hz9huPSmyyQMx1aq4OTurAXtsT2OO7iVSM1hIQsSSiy16R3bHdISFMmXLO7i1DZsY6pzLXem2iPSp72/nfj701MTGU+KlSo8HrgwQcf5He/+x2t02ZyyZeuRJYr298PJWRZ5tOXfZWRoUH+/Oc/09bWdljGaRiGwdVXX81zzz3HtCOP5ayPfQ5FrSxqH0xEa+p412e/xiM/vJP77rsPx3G46KKLXnfCcV9fH9dddx0bNmzAV9NM/Zs/iBapKndZe8yu8vo/9+9fPcCV7BuKL0DD6R8ite4pBtY8yec+dxmXX/5V3v3ud7/ursXdkcvluOOOO3jsscdKgm8lvmWKkSSM2qOwQw1Eepbw//7f/+OFF17gpptuor7+wO+yfi2UVUR//vnnJ3RQH8sy/+QnP8n999/P17/+dXK5HJdeeinJZJI3v/nNPProowQCB3GncSGxq/cjp+h+VhUF23HIvgYn9oHk1fLSHQcKpoO5GxFdkfByzQX4FBlNlnBdURKRHeGJ3VUhldH8zosQ8g4iejzoXboz60LUhn20D2ZxHMGM2hBBv8rLPSl008baYXFLwmvcKAF5wyWgKQgBrfEgfk0hIEHnSIa+lI7luNiu99yWgxfDA2QUm6G0gV/zxNmIX8N2vQaUDQGVguW5koM+pSS61oR8vNyb4m0LmzimLc7WkRx506YqqNFvFvPNHS+qRZHBdry4l5xukbdcwj6F5niQo1qijOQshjIG9VE/PkVGkiQSeRPJ9GJmjmiM8sGTpu0yCmUgpVMwHbqMPD5FBgmOaolz8ZtnkygYLNs0zN9e7p8QHTFevJ3bEKU7WWB1V5KakI+c6dBSHWTx7Fp6Ep4LXwgI+9XSwkR7f5ZnO0exXYHruhg2ZIoRKLtyzO/IeMFvvBjbPphm2aaRCcIesJPYnMrbzKgJ0Z3USes2EjCjNsgHTpzOMW0x0ro9QXQ/dW4t8xpiJaftmp5kSQTvHM5iuy5WcfV0fD19qTw/fXorHUNZon4FgURAgOO6DKR1hrNGKVZlvFC943ztKkN9d6LqvKYI8xsjbOjPFN3wAp8s0VId3GmRYUd2FxuyO/F7b/O69yba42DK0y5HLvneRuDsDfsSE3MwzUeFChUqTDVPPvkkd999N/Gqar545Y0EgqFyl1RhH/D7A3zhazfwnzdewf/8z/9QW1vLO97xjnKXNWXous7Xv/51Vq5cyYyFx3HmRz6LcpjH1hyqRKpqOfezXkb6j3/8Y2zb5tJLL33diJfPPPMMt9xyK5lMmsjc46k54Z3ISuVaPdBIkkTVUafhr21leNmDfOtb3+Lll1/miiuuOLh1tQPE+vXrufHGm+jt7cEKNpBrPR2hhctd1mFLKd6l72lefPFFPvHJT3LD9dfzpje9qdyl7TFlfRd7y1vestttdpIkceutt3LrrbcewKpeG/OaIkyvCfFyb2bC9yVASF6DSNP2sqf3d7PQqcKngLGbnRYuXq777n4cGBPA0wWTPsNrPCkABS8vfew44wX08eMzXkCXgaxuI/Dc2VG/iusK0rrN2r40QU2hOqSRVWRSeROruFbhVyAaUJEkL0rk6NYYkYDK6q4kL/V6+dxnLWhk2aZh/JrCtBqV4axZFP8FM2vDTK8NsXEgw3NbRplRE+L0+Q1sG81i2g6JnIEiy4R8CnMawjREtzuPvSxwkydeGWRNT4rasI9k3iQe9DGSM7FsL/vccUG3XCQsdMvBtF2iAZVT5tTiUxRGchYfXTwdTVFoH8ywbNMwQxmD2fVhZtSGqA37mdcY2aUYZjkOo3kTRQYZiYLlIEsSZx1Zz7ymCHc/NrnLeUdH7LGtcV7YlqB9MEt1yMeC5ih/WNnNi11JZEnCcgStVdsXJpAEtus10HWKuT8CsGyHePDVBcFdCX5j0S8nz6qdIOyt603vJDav7U1x9lFNrNqWIGc4eJEnPp7ePMzyzhFSBZPGWJDZ9RG2jGR5eE0/XzgzTHPcy2Mcc+Eu7xhmOGsSC2rc++Qmzj22hfcc11qqdWFLnLctbOL7/9qE6Qj8qkR1SKMnWUDEoTEW4NS5dbsVLHflOP/o4um7FVWb40EuOX0Ov12xjYGUQdAnc1RLnJGcydreFJoic+6xTTuJn3vSNHJH8bsvVeCJdYMs7xzBccVe5XXvrQO63GLt0vYhfreii0TepDrk44MnTZtUTJ5qoX1/ub93nO8tI1l+/szWUhPcV6up3PNRoUKFClPNqlWruOXWW/EHAvz7VbdQWz95rF2FQ4Oq6hq+fPWt/NdNV3LbbbdRXV3N4sWLy13WayaXy/H1r3+dVatWMfOYEzjzQxdXRMmDnHC8hnddeiV/ve9Ofvazn2FZFl/4whcOayHdcRx+/OMf89Of/hRkhdpT3kN09nHlLmuf2FVevxw49ETWYNNsmt9xKYNPPcAjjzzCxo0b+eY3v0lbW1u5SysLruvy29/+lv/9/vdxbJtC7bHo9YtAOmgTrw8bhOIj13oGVnIjDK7gyiuv5MILL+Rzn/scPt/BH0tW+dSdYprjQd4wvWonEV0AvQm9JArLkhfr4oqJAvFUI4/FhTAx0mRvMPcwqujVTkORJRI5k4K9/Z7jz33HRYXx/w/5FGRJQsZrKGo4AkWCjqEcr/RvbzyqAgXTJuJXeesR9bQP5mgfyKDKoNsuBctFk6G1OsSC5jiKLFEwHFZ1JylYLss2jTCQ0okFNCQJZtVpdCfyyJLEKbPriIc0EPDcllE2D2XZMJBBtxwkScIRYBdzeo6fXsORzTEeXtNLdyJPf0qnKqThU2XaBzKsyFs0xQNUhTRqQp6gbtieE12VZUI+lfqo52I/fnoVsaAPxxV0DGXRFIWFLbGieFxDImfx0OoeHn25n4LlENQUNvRn+PyZ83aag5d60hQsrwGpwFtUaIoHOWlW3W6jI3Z0xPo1heOmV7GwOcaSjUOs2DJKumARDajMqg/Tn9JZ35fmuOlVXHjSdOY2RFBlGSQJVRG4rhdho6kyqUl2HoxnTwTeHdmx3tVdCboTXo50TdjPm+bEeKU/TUDzdgts6M/QMZRjdl2UnmSezYNZEnmrJJLPa4gytyHCRxdP594nNyPLkC44rO1N0z6Q5fktIwykDSxHUB/1c+rcWo5oipIzbFxXsLYvgxCCfNChYDos2zTMybNqdln/ruZiLEN9d6LqZG7hP63q4eE1vViOd43XhP0TxO69jQ1Z2j7Eb1dsY9W2JKoisWhaVSmve3fzMvbYg6FR5p7Slyrwo6UdbB3JoUgS3Yk8W0ZyzKgN4bqUzmE0ZxbHWOxTA9ddsT/c3+Pne8fr/eNvnHlQz0eFChUqTDUdHR1cddVVuI7Ll668iWkzZ5e7pApTQHPrNL709Zu46xvXcd1113HvvfdyxBFHlLusfSabzXLFFVfw8ssvM3vRSZzxwc8gK5W4oUOBcKyKcy+9kr/+6E5+/etfY5omX/nKV5Dlw0+sSyaT3HzzzaxYsQItUk3daR/EX91U7rIqFFHDcZrP/hSjL/ydTe0r+PSnL+KGG67n9NNPL3dpB5TR0VH+4z/+g+eeew6hhshOfyt2uLncZb2+kCTM6iOwgw1Eepfw29/+lhdeeIFbbrmFGTNmlLu63XL4vXOXmb5Uga0jkzcWBQhoMpoCCE/gbooHCGkyquRFnowxVRMzJqBPJnDv6fr3VGn8tiMmCOjjkaXdP0/WcMjoNkndLi0GOIKdImRsFywXTNslYzi0VgcwHZeC7aIpMm4xf7y5KlCM+LBY15dGlSVm1YZwXJehrIlflRACRnMmEb/G3IYwwzmdzqEsL/WmsB1BxK9gOwLTFtiOS0BViPhVwn6V5zpH+fOqHhI5C8N2yRo2Gwcy/GvDEC91pxjJGcyoDRPyKSTzFq4AVaEoxrtIkoQQgnhQI2s4u2zk1xwPYjkOj77cj0DQWh1EIHjg+W5WdyUmjE1fqsCzHcNE/J5w3hAN4FMUpteEqA5rr9o48Ni2KgqWXWoKec7CJtb3ZehP6wQ1GVn2nO0jWZOTZ9Ywsy7MB0+cVnKMH9UcRZYkVEkiGlCpj/jwqwrbRnO7bZQ4Jvjt2JRzLLd9skab45tYru1N0Z0oMK0myFEtcQKawuruBFlj+zHbqr2tbB3DGV7pS1OwHCJ+lZ5Egf98ZD03/ellvvnwOl7qTmM5LumCgyRBXdjHcNbgged7WNOdoj+l05cs8PsXesgZNltG8qzpSWE5Lm3VQTRFZjhrMpQxSvVPxu7mYlcNR8czvjlrX6rAsk3DxIM+jmqJT9qccm+aRo4tahiWi19TCGoK7QNZIn5lwrxMxr42yuxLFVjXmy5LQ832gQybB7MENYWaiB9Vltg8mCWVt5hdHyFn2Hzrr+v5z0fWs7Y3XboGprIB6Ks1291bxuZ7y0i2dL1Xh3xoily2xqUVKlSoUA4GBga44ooryGazfPqyr3Lk0YvKXVKFKWTO/AVc8u9fRzcMrrjiCnp6espd0j6RSqX493//d15++WXmHf9Gzrjw4oqAfogRjMZ45yVfo6Z5Gg8++CB33HEHrntoRLvuKWvXruVTn/oUK1asINR2JE3vuLQioB+ESIpK7Unvou5NF6CbFtdccw3/8z//g23v3th2uLB8+XI+/vFP8Nxzz2FG2kjNOr8ioJcRN1BNeua5GFXzaW9v59Of/jQPP/zwQd0YvCKiTzGJnMWG/sykt0kAQmA64OBFpCRyBqbtYu/gSJ+qj1RRPNZkl+CBvix3d07uHhSzp/W6ApIFkzXdSZ5qH8ZyBLYjSo5xRZaYVx8mVbB4evMQozkTASzvHGVjf4aCaTOYMfGpMke1xPja24/gjPkNrO1Js2zzMImchaZIhAMaiuxl4DsC/KrX1DSgyXQMZVnfl2E0b9IxmGUoa1IwXVzXxRWQNx36kgWvAaXsNQd13O258amCxUjOxLQdBtKFknA9lvc9XlB8qTtNWreIBTRUWaY24idr2DyzeWSCGJbIWbiu10DVp3qit0CweFZtKaJhTHge/3ybBrPc/dhGnt40jITEm+bU8dVz5jOvIUoib6JIErGgj4Dq5csXTIdE3qalKlhqbrq0fYiuZIGgTwFJwqdIpTl/4pXBkvg9GbsTeHcnyo6Jze87vo2ZdWHm1EeKiyJeE1xNkUvHzBoOcxoigEQib+G4kDdtNg9lGcwYdA7neLknzUNrenBcl7RuYTsuHcM5coYXu+NXvGuhP62zoT9DNKBxbGscv6agKRICCPoU0rp3/ewu13qyuTh1bi3t/Vn++GI37f3ZPXYlv9oixK6eb1exIWPHa60K4VdlBBKG5dCdePW87j2pZUcmWyTZn+wk2AtvuXEssMpxvfeY6rCP7kSejQMZNgxkSeRNgj4FSWKPFkrKydh8m7bXRDeoqRzRFGVWXeRV56NChQoVDhfS6TRXXHEFg4ODfOBjn+HkU88od0kV9gPHnXgKH/n0ZSQSCS6//HISicSrP+ggIpFI8KUvfYkNGzZw5OLTOe39nzosHcyvB4KRKO+65Arq2mby5z//mW9+85uHhXAphOBPf/oTn//8FxgaHqH6uLOpP+2DKL5K3vbBTGTmMTS9/WK0WB2//OUvD8n3x73BsizuueceLr/8cpKpNPnGk8m1vRWhVq7TsiOr5JvfSLb1Leg23Hbbbdx8881ks9lXf2wZqMS5TDF9qTxDGXPS2wTs5MTOWwfvCsuhjUQyb2HaXhZN2KcgyxK242I5guVbvA+IVMEi5FcJ+xSGMga2C83xANNrQ6iyxBfOnEtDLMDdm4ZZ2BJDkSVWbBklU/CafoIXU+O4gpzp4FdlNEUiZzoEfQp+VcJwvOUDRfHc7QKB7cLqrgSmK3BcgSpJyJLnpBcCgj6JxbNrPEErb/HWIxp5+zFNJUF7LApjZm2IF7YmyRk2GweyNMX8FCwvMuRfG4foGM5x/qIW5jZEGM7qyDL4NYWTZ9bSk8zj12TOWrg99/O0efXEAipdo55zuyEW4O7HNk6IUlnTk+SshQ2eez3kCYmm7RDQZAqWg+16CwljIuyY0B3UVE6bW8eLXQmyhoMiw5w6zx2+u4iW8bnQa3tTOK7glFk1wKvHkDTHg5wwEx5Y2cWTGwZRJAlHCGbUhjn32KYJDUkvPm02pu1w75Ob6UsVUCUJ2xFeU1vXRZUlehIFzlvUQudwnm2j3o4TVS7m+RevpZGs6TUXFtA5msN1vaax6YJF3nTwKTLnHruzQL1jnvbE5qkZHlzZxbreNHnTIeRTWdgS5X0nTGNeQ3S3gvqeNqfc09iQsePlTJu59RHW9KS8nRjj5nxXVIe9hacN/RnaqgNkDWe3wvu+RPnsij3JK58samZeU4TZ9WG2jRaKzYZd4kGVrGHTl9TJGQ6q7C3ODWUMpteEGM2ZTKsJvqYGoPu7kenYa/3eJzehKTJt1aEpbVxaoUKFCgczluW57zo7OznnXf/GOee+t9wlVdiPnHH2O0kmRnj497/hyiuv5N5778Xv95e7rFdlTEDv7OzkqFPPYvF5Fx7WWdqvB/yhMO+8+HL+/pP/5tFHH8VxHG644QaUQ3RngWEY3HXXXfzlL39BCYRpPOP9BBtnlrusCnuIL15P89svZvjZP7Ny5UouuugibrvtNhYsWFDu0qaUrq4ubrrpJjZs2IDjj5NrOR0nUFPusl4TP/zhDyf9/sWX/fsBrmTqsGIzSAXrCPcu5fHHH+fll1/mlltu4eijjy53aROoiOhTzCt9mV06rg+nH3kUPDf9wYgMzKkPk9ZtRrKeD99yBQoC3XKRZUFvskBQU7Bdr/HjmJtYVWSm1YSYXh1m02CGzuEcXaMFhjIGR7V4GeoIWLppmGTexhUusYBKLKihWy5+1YvrsBzBQMogVbCxijnpMhDyKyQKNjLegooiQViT0R1PjI8EFAzbpTbko2e0QPtglrzl0DmcZU1PAlVRyJs2sYDGUFZnRecoDTEf0YDGSM5k62gBVYYjGqOcMKOGgbTOfUs241MUdMvBdl18qkXEr1Ed9k0QPcc3ihzJGQgBi9qqdilSL2yJcfbCRnpTBXoSBVRZ4uiWKOcf18ZZCxpKx91R6NZthxVbRrEdQbpg05PM01oVmjSDe0xInNsQ4dS5dfzsmS30JAq80p/moTW9vPPoJiIBlc7hLNGARka3JhUBhRDYrsDGE8Qzus3M2vCEhqSbBrP8be0AhuWQylv4VRkk0Iqueae45fJNc2oZyRg8tKYXkBASBFUJy/ac6RISQU1mTU+S6rCfqqDGaN5CAHPqI7zvhNYJjUhh941TAR5b10/HcA7LEaiKhOU4rOtL0/noK8xtjO6Uwb2jALunzSnHz9n4r3e8z9jxbFdwdGuMU2bXTZjzXQnAz3WO0pPM05vUWd8nMachwsWnzd6lSNw+kKE3WWBew55lte+KPclh35Vg/9Vz5peatSZzFlVhjYXNMVZ1JUnkTaJ+FVXxI4QgmbcYSOuEfeqEhZK9FcQPVG78omnVfPyNM4v59gmqwhoXnjS90ji0QoUKhz333HMPq1at4sQ3nsb7PnpRucupcAB49/s/SnJ0hGX/fIw777yTa6655qAWpJPJJP/+5S/T2dnJ0ae9jZPf9f6Dut4Ke44vEOTtF32Zv/3kv3nsscdQFIVrr732kBPSBwcHueaaa3jllVfw1bbScNoHUUOxcpdVYS+RNT/1b34/6fVPM7j6CT73ucu48sqvcd5555W7tCnh0Ucf5Y477kDXdYyqeeQbTwa5IoMerAgtTHb62wgMr6G/fw2XXXYZl1xyCR/72McOml1Ylatnitmdr3x6bZDOkcMja/ZgFdDBcwUPZgwUCUxb4LJdABV4CwDVQY2C7ZAzHLK6IOJXcQXFRqM2T7zST8Fy+a9HXyHiV9FNB8d1ObatuhhhAo4MKgp1UT9nzq8n4FP4wwvdGJZTinjJFbuySoDtCjKGJ6D7NTwHuiKjKApxTcJyPEHfdgR9KZ3+tI4jBLYDqbzNn1b1URPSqIv6sRyB47qMFsVOTZEJajIFy0UgUR32ocgSYZ/K2t40ftWLFLEcQUPMzwXHt1ET8jO3IQJ4ot1Pl21hTU/SE9sdF1dIrOpK0hD1FZusRugczmK7LpbjsLR9iMfXDSBLEjNqQ5wxr573ntC2kwA33gkd8StsHMgQ9qkENIWC5fDi1lG2juSoDvkmiN/jhUTTdhlI6yTzXoxKqmAxnDXpHNnMnLoIad3GclyCmsIHTmybIF6u3JIgmbcIqAqpgoVuOXSY2QlNFMcLqCfNrCWlW2QLNookoVsCw7JRZIlZdWEsx0W3XeoifjRFwrBckroFAqpCGse2VTGcNdjQnyGgKUSDGrPqw6QLNhe8oW0nAf3V3NaJnEUyZwFeXEzIp5LTbfKGgyxJNEYDZE2L+5Z0MJIxkWTBsk0jJQH21Ll1zGuI8tHF09EUBctx0BSF1V0JNEWZIOzuqXi7O9f6ro7xp1XdfOexdkzHJeJXiQa8v2PX4PjxGHPfP7auny3DOboTeRZNq8KnKHvtlN5TN/vudjVMdr6ruxLc++RmfKrnQl/dlSTsV5nfGJ2wULK3gvhUuu/3FAkJ70/ll/MKFSoc/vztb3/j//7v/2ibPpNPfvbLB80vZRX2L5Ik8ZGLPk9P11Yefvhhjj76aN797neXu6xJGctA79i8maNOPbsioB+GaP4Ab//0v/O3H3+XRx99FEmSuOaaaw4ZIX3Dhg1c+fWvMzI8TGTO8dSe+E4kpSItHapIkkR84an4apoZXvYgt99+O11dXXz2s589ZD8jx++SQPGRbT0DKzaz3GVNGZdeeunkNyiHQTyNJKPXH4cdbibcu5Qf/OAHvPjii9x0001UVVWVu7qKiD7VNMZ2vTVwKGvssslnhdfO+LEd2SHTd/zuAMMRbBjIegKo4yUdpw0vB9so2KzclkRRJBQgD2R1G78qs643TTJvMZQxUGSJoKKS0k06hnJ0DGXxKQo50xPQg6qMbrulnHtRrM+vKgjhAl4eec50MG2HcEAjZziE/Z5zeTBrYNgCgRcX4lMkCpZgOGeBJDG9NsRASse0XYazBobl4Agvq1kIwYotCQKqgm570S4+RSZnuOi2w0jW4EdLO5heEy6JrL9evpXNQ1nSBRvD8RzyEb9M1nDoTemYToL2gQyWI6iL+rlvaQdbR/JkdKsUkbJ8yyjvPaFtp3kZ71xuH8xiO4Ljp1cjyxJPtQ8xmrfoSRpUhTR+9nQn5y9qw3KckpCoqRKrulIMZ81i5I0XsaIAhiVY35ehLuJjQUuMaEBly0ievlSBTYNZHlrdS9dono6hHAGfgihm0ssCsobNz5/ZQiygoinKBAF1QVOMJRuHcIVg7HeWnOkJ9b9d0UUib3HCzGraB7K4wsanyMTDKmce2UQ8pJHKW/SldJrjQWIBlY2DWWzH5YlXBqiN+iY4xlduSUzY6bCj27o6rFEV1mBUIATkDBu3ONexgEqyYLKuN8VgxmRtbwpVljiiKcqxbdWs7krwncc2MrMuTH3Uz8zaEFtG8nQOZRnOmtRF/cyqC5cif/ZGvB2LyxnPmAA8tlsia1o8tLqXWEDl4TX9mI5LUzxAwXTQLZec4UxwlY8JzkMZgy3DOdqqgxw/vZo1PSlWbknwhunVfPCkaXslJr9a5M8YrxZ7s+P5ei7uGSWB/JjWKhbPquWshRMd+XsriO9pvVPBWH0BTeG4adUHRLCvUKFChXLS0dHBt771LYKhMJ+7/Dr8/sPgl80Ke4ymaXzuq9fwjWu+zF133cW8efMOutiCTCbDl7/8ZTZv3szCN53F4vM+WBHQD1M0f4C3XfRl/vb/vsNf//pXFEXh6quvPujn+6mnnuKmm25CNwxqTngHsSMWl7ukClNEsGk2TW+/mMF//opf/OIX9Pb2cv311x8S8Vfj6erq4vrrr2fTpk3YgVpyrW/B9UVe/YEVDirsUCPpWecT6n2K5557jk996lN84xvfKHu8y6G5rHQQs7orucvbdMPLDa6wf1DG/bzxaqPs4onpY/eznO3NTS1XgOuSs1xMx8V2XBRZIms4ZA0b03ERQN6yUWQZx/Eyzu3iAYQA03EnNIrVZFAVCUXGc5/LEooEkgSWC6bt4gjBaM7EEYK5DRHvdkCTJYxilr7AE/X7kjoBTSHs99zcZrHZoSKBLIHruqzuSWLaDn5NIW86JUHedgVDGYOGaAAh4L4lm1nVlSJvOjjFLshjLnpFllBlidqwj6zhMLs+zOJZtQymDdoHsiCgJuInqClsHszSPjB5U92xJp+Xnj6b46ZX4QhBzrBJ63ZxcUEio1v8ZNlW/uMva7n3yc10DmWJ+BXaB7KEfAqa4jVuLabjYLvbF05URWYoY1Af8ZPVbdoHMiXxckZtGL8mUzBtCpZLQPXGvy+ls6Y7xb1PbqZ9MD2heWmy4C3C1Ec8kTmoKUjAzLowOcNmy3CO4axJW3UQyxH4VBnTFazuTpDKW+RMm/mNESJ+lXV9aUBwwsxqAppSanw61jDzwRe62TKcY3VXYkLjVMtxWNebBuDCk6Yzuy6MLHu7KxRZIh5UqY342TyYZSTnxc+ENIWMbrNtJEf7QIa+lI7puDRGA+RNmwee72Y4a5A1HASCrG6RN21vgaM/u9dNP3ckkbPoHM6xeTDLs50jrO1Js6E/Q1cxTzwWUCkU+wWkdQvHdRnO6vSlChME58ZoANNxGc6ahPwKx7bGqQn7OHlWzU7O9Vdjd41px7Or5qowsZHvZNf1F986j2vPXcDH3jhjUnf73ozpZPUqssRwxpi0htfCvtRXoUKFCocy99xzD7qu8+nLLqehsbnc5VQoAzW19Vz8pa9jWRbf/e53EeLgsTe5rss3vvEN2tvbWXDKWzjl/EoG+uGOzx/g7Rd9mfpps/jLX/7C7373u3KXtFt+//vfc/U112DaLg2nf6gioB+GaJFqmt52EYHGmfzjH//gS1/6EqlUqtxl7TH/+te/uOiii9i0aRN69ZFkZryzIqAfwgjFT67treTrj2doaJjPf+ELPPDAA2X97K440aeYzuHcLm9zAA3PVWw6B88PbAc7e5q/PtazVaIoJO/BEEswaYa9NU6odVyBm7eQZS/D+eXuNKN5A1mS8BWVbkXyBGrFJ5M33ZLQC2wXyx2Bpniir+u6KLKMJHmNThuifvLFhqCZotPYr3nHGt+MVgaCPqUY5WKT0e3Scwm2n7NflakK+vjw4hn8/NmtrO9NIyGwhZfxHdBUTMcl7FPpSRZwhYtPUlBlqbQY4ApQJU+gbokHGc6a1EcC9CTz9CULJZHTr8k4rrdwMJqbvKkubHfyvtyTKom5piMIqBJhv8ZozsARAr8q41MlepI6Gd0mY9hEAxq1YY28KTOcsyim5JQc/o7rYlgO3QndE0eFVHLz5k2bhmiA4ayBT5FwBBRMB8t2qQ5p+FSJZZtGOHVuHcs2DbO8Y5htowUE3kKCVpxjVZZoH8jSmyyQM21WbhnFp8rUhP3MiAfpGMqxod8Truc3Rrjk9DkIIfjhkg5a4gFUxWs0O5A2aO/P8peXPMH4qJY4juvSOZRDt1wa434WNsf45fJtDGUMNEXi3GNbeN8JbYBEqmASD/o4qiXK5qE8mwazyJK3CyboUxjKGvSnDfJWkrRuEQ+oIAkiPo2C5aApMpbjUhvxk8pbRHwaad3y7rMHDUjH6EsVaO/PgiSY1xilOR7EchyGMwZ508Z2XPKWy1DGoGM4S33Uj+N6X/endGzHxbRdfvNcF5GAyrHj8vcLlk0soDKU0Vne4S22GJbL/63s5qWe1F5lhI+J479b0cWqrgTVId8u3ew7xrbs2Mh3suedzJE/xp42dZ2s3rEM+5xpI4TgJ093oiky5x7bxHuOa5uSxqP7Ul+FChUqHKqsW7eO5cuXs/DYN3DciRXh5/XMwmOO4w0nvZEXVzzDiy++yPHHH1/ukgD45S9/yVNPPUXrvIWc8u4PVwT01wm+QJBzPvFF/vi9/+Dee+/lyCOPZNGiReUuayf+9Kc/ceedd6IEozSc8WH8NZWFyMMVxRek8S0fY2TFX1i7dhVXXHEF3/3udwmHw+UubZcIIfj1r3/NvffeC7JGtvV0rNiscpdVYSqQJIy6Y3CC9UR6l/Cd73yHbdu28ZWvfKUsEVgVW/QUM6tu128sMuA4Ls6eqLsVSuxt/rrEdkF9X4+94xRZrqA6pKFIEqriCeuG7VKwXLRiJrIiy8QDKkGfTNgve6J6Ucw3Hc/drchgOS6GLTBtB9MWOC70pXQSOZN0wUa3XIKazLyGCEFNRh3387MkgWE7jORM8qaDqsiM39ww5jYP+jyhdFZdmE+8cSa1ET8+TaEu4iMe1JAk8Ckyq7sT6JYXcZIxHPRxA+cKz60fUGRSBZOgpjCU1XmlL40AAqrnDN826jUWNSwvgmVp+9Aux7svVWDLSJ6jWmMc1RJDlryxNG3PKS9LnpN/20ie4azB5uEs/Smd/mSe46ZVs3h2LbXjBD7PxQ5ZwyFvOgQ0mfMXtTCvKVISB0M+lWjAc7LHgj5kSULgLSbMqA0zszZCVrdLueHVYT9zG8JUh1Qsx2U4Z+IKgabKdCfy2K4gHtCI+FVM22VOfZhUwaYm7CtGpoSJB33MbYgwrzGKIks8t2WU5R3DPLlhkJxpgyQmOICrgj4sV2C5Lrrl8mzHCH3JAv0pnbW9ab796Cv8evk2GmMBjp9ejV9V6E7oXHhSG0e1xIkHtdJuCQBZkrAdB9t2SeQtnt8ySudIlqCmYDkumiIzkvUE+qzpNWONBzWOba3yMuPHObEnE2iXtg9x1f+t5to/rOHa37/E1Q+uYWn7EJqiEA2o6JaL6QhCPgW/JvNyT4pT59bSFA/SFA8ypz7CzLow02rCzK6PIAQ82zGMIksMpHWC2vZmvVnDwXYEYb+CaTsl5/yYK7svVdilU3w8AoH3Z/dvDmMROu0DGX67YlspikUIJjzvnrArd/urid5jDvcPnTyNaMBb6+5PFVjbm+I7j7XzX39dz92PbeSef7Rz92Mbd/ua2x/1VahQocKhyE9/+lMAzn3vhWWupMLBwLv+zbsO7r///vIWUuT555/nhz/8IZGqGt7yoUsO2RziCvtGMBrjrR/5LELADTfcwMjISLlLmsDjjz/OHXfcgRKI0HTWJysC+usASVGoXfxuInOOZ/369Vx99dUYhlHusibFcRzuvvtu7r33XlwtTGrGOysC+mGIHW4iNfM87EANv//977nuuuvQdf2A11Fxok8xM2p3LaIHfTKuAE3ynLO6fQALex0xmbN8b5EliAY8t7bren7nmrCPrSM5hPDEJ032nMo1Yb/nonYFsixzbGuc0+fV89j6Adb3pbGKuw5kwHE98danyli2i+uIooPcE2lNx0GTJRpjfgYyXrRLyK+Q0Z2Sw14U2//5VBmB54bPmW4pKzziV2mIBon4FTRF4eRZNXz45Gk82zGKIku4QiCEYOtojv60gV+VQQhc16tFBjTFE9ldQFFkBjMm7zi6kc1DeRJ5i+qQj2k1IbpH8/Sm9KJw72fzUI77lmzeKVN5zDU7nNVLbuPGWICN/RmSuk3OdBACAqrE5qEsfSnvzbAlHiBnOuiWw1DWoC7iZ0ZtGCFySAjytoMqyQQ0hQuOb+Njb5wBQHt/lpm1Ydb1pVjeMey56KN+GmMBFvhlnu1IULBcNg9mGUgbtFV7wmkiB4mcF3eiyAqK7F1NM2pDOC50DGeJ+FTqon78qszGgSzdCZ2cYRXjdVSmVYdKLu15TZHiVqPidoRiZn08uN0BHPaprOlJEdBk3jCtiu6Ezvq+DAFNxq8pNMUDXq77cJ5YUGNtr7dgYdgui2fXcsnps/nR0g429GcwbC8q5ZjWON0JHb/q5dqndRvHhXcc3cRIziRTbLAaCWiEfCoza0P8cvk2srqNLMOb5tZx1oKGScXUvlSB367YxrbRApGAhoRg60iO363o4uLTZtEUDzKYMagO+7AdF1WWsRzBvIYYJ8+q9a6DjMFvVmwrLSJE/Ap9qQJvmlPLlpE8HUNZ4kEfs+vDNFcF2dCfoTbim+CcT+SsUu797pziY/Ualsvchii5ogi/q9zvsVz23mSBLcM5jp9e/ZqyyXfXhHV3jDWVzRkOQxkDSZJoigfoSRT406pejp9RNSWNR/e1vqlmKpz1FSpUqLArstksTz31FLPnHcm8I8ubpVnh4GDG7LksOPo4Vq5cydDQEPX1e7bDbX+QzWa56aabkCSZt370cwTCleiB1yONM+dy0rvez/K//JZvfvOb3HXXXeUuCYDly5dz6623Iml+Gs/8KFqsttwlVThASJJE7Unn4loGL7zwAjfeeCO33XbbQdUA17IsbrzxRpYsWYLjryYz7SyEdvA65iu8NoQWIjP9HUR6/snSpUv50pe+xJ133kksFjtgNVRE9ClmVy7zqoDCgpY4AkFvooBuuciG515Fgu7EgV9BORzZm8atPhnMXSjuiiyhWy6aDA3xAFG/RsinsHEggysg5FOI+H1EAxqXnD6HaTVBUnl7QrRFLOjjnifbPWe8I0CCRN5ECM8trikyhi2KcSRgF4VkEGwb1XFcF1WWMKwxd7HnDtdNByTI6k4pSkaRQFUlYkGNU2bX4riCsF+lfTDNsk0jZHWbeFArNT4E+MWzW1nfl0aRJSxX4FO9mKGYX8F0BNNqwuRNmyOaYpiOyxvn1HFEoye+RgMqqiLRXhwPVfEyuiVJpmMoR3t/tiSE/WlVNw+v6cdyXMJ+hZxpM5DWvQUD1XPSBzSFqqCK4XgObSEgoEkUbJe26iB9KZ0z5tezsDnOt//+ihexIwQBVcF1BQuao3zsjTPYNJjlviWb6RjyYpXqo35kSeKo1hgzayNsGcny4rYUbdUB+tMGPckCUMCnwqbBLLGAynDWRCBorgrgJgSOK/jkm2ZSE/Zxwx/XegsVAZWRrEHQJ5PIG6QLNoosMb0mwIqtoxiWw4+e6uCU2TVE/BpvmR/FdFx8isxgRkdTlFJkx6bBDLbjcsLMamJBH1KyQEa3SRUEUb+KaXlZ4mnd5uWeFPGghqYqOEX39lkLFnLB8W08uLKbVMFkNGcVF10E8ZCfSMBlVm2YRMHkjXNqmdcYJZGzsBwHTVGwHIdfLt9GzrCJBTUyusWa7iRnLWiY9LWRyFkkcxaKLJVc0qbtksibaIrCucc20T6QIV2wiAU06iKeQ39MHG2OB1ndlcB2BVtGsiiyxOquJLYjqAppnLOwiXkN0Ql1BTXFG29NKTnnxzef3Z2Y/MS6QVZtS+LXFHqSBebWR7BdMakYPj6XfV5DhO5EnjU9KWrCfnKmXYo62VvBd3eRL7ujOqyhKTJp3S41ZA1qClnDJuLTpqzx6L7WN1WMLVzsbjGkQoUKFV4LjuP9LFVdU1fmSiocTFTXetfD2PVRLp599lmSySRvOOt86qdV3JOvZ4469Sy2rn2R5cuXMzw8TF1ded+zCoUC3/jGN3CRaTzjI/iqm8paT4UDjyTL1L/xvQxYOk899RR//etfOe+888pdFuCZ0+68806WLFmCFW4m2/oWUHzlLqvC/kbRyE47i1DfM6xbt47rr7+eu+66C1U9MPJ2RUSfYmojvkmF3DOOqKcrUWAwbaDIEpIkMa0myEkza/nV8m3lKPWwRODleO9JnMuuBHSAaEBBlWWyhs1AyiDWqKHbTilTOuRXGM1525kKlo2mKMxrCtAcD/LA89tY0TlKLKgxpz5M3vScpAXLE8kV2YsTMSy3GCsCYZ+MbnlRP4Yl6E/r+BQvJsZ0innnFJunSpQyEm1HFCNpJKbXBGmtCmI7Xrb1US0xHlzZgyg2Ks0aDmt6kiURfetIjoDm5aBnDQvL9pzoGd3BBbaMZAn5VAbSBSRJ4q6/byRZMBFC4NcUknkLkPCrEhJe1ndVsBi1Ign6UgX+8EIPv16+FReIBVRiARXL9YTpLcM5NEXmDdOr0S0H3XaRLC+6QwAFS2A7JrbjlurtTuTpTuSRJC8aqWAJVFnixJk1/O3lPv5vZTe9SR2p2JR122geRZKoifhYtmmI4azBaM5iWk0Qw/JEbYEgmbe549FXmFEbImfaWI5Lf6qAKyQUSeLXz3XxnkXNHD+9iiXtQyTzFgFNJuRTqAr6aI0H6UvrbB0poCgSwhWs7krwSn+aaEBl62iOlqogritQZBnLcZjbEOFNc2p5fkuC4azB1pE8edNhdVcSRQbHFqR1b9Hi6LY4AU2hJ6lj2AaKJNFaE2TrSJ4b/vAy63qTaIrM9JowUnGsbNdriBvUFJ7uGEZC4q6/b+C9x7dx0kzPQbJxIM0LW5Os6BxBCMhb3o6HaEDl8XUDOK5LznCwXZeasJ+WqgCaIqPbDumim92neDEywbzJY+v6mFEb5u1HN/Hs5mGSeYvBtEtd1M8T6wbwazL/fGWIVV0JsoaNYXnXWsinMqs2TCpv8di6fk6eVQNoHNtWxZOvDCADhu0S9mtISJy/qIVUwaI3WWBeQ8R7T0WwcSDL/1vagV9VqI/6CPtVfrtiG1nD9mpVZZ7tHKGtOkRfKs/CFm/F+r4lm3m5J0V9xM9QxkCVJIayguk1ITYOZFnVlaA24uPMIxv5+9o+nlg/RMF0iAVVzjyykea4n4LpMq0myKJp1aWdCKN5g5qQn3lNnqMskbPoS+UpmC5Bn4wmKxMW3sYzJtSfOqeG9oEM/SmdWECjPur9YJg1Lepc/2vOMS+3A3z8wsVUOOsrVKhQYTLGojFcMRX7FSscLriu91N0uV2Vy5YtA2DWsSeUtY4K5UeSJGYefTz9nRt55plnOP/888tazwMPPMDo6ChVx5xBoH5aWWupUD4kRaHulPfQ+9D3+NGPfsQ555yD3+8vd1k8+OCDPPTQQ9iBWrJtbwW5Im++bpBk8s1vQnItVq5cyT333MNXvvKVA/LUlatsitEUeVIn9NL2YWRZpmA6KLLAtAUp3WTDwK4bkVbYM/xK0cktipEpUxA5P5LbnrUjAf3pAiNZC0eAbjtkhvKleJX//OsrzK6PEA9qvNKXoju5PStMk71YlILtokje/TVF8iJeZJAdUCQJ3fKuCVmCoKaUBFDH3Z7gLARYnqEdnwLN8QAp3UJCwrRdgprKWQsaOGlmHe2DaX72zFbW9qRRZdg6mucN06uwbM+BC+C6xfiUpIHtbF/4GfPi5C1B3rIYLt5/RzQZaiN+VFmmYDm4ppfnPa8xQiJvcdvD61ne6bngW6qD5Ayb3qSOT5WZVhNCBnyawsaBLBndLp3r+OkzXTAL3lz8ekX3pHXYruD7/9zsLUBMMvky8Ni6wQnfW9I+MWcwpWcBWNOT3uHRXkUvbkuyuiuJK7bXly12N+1LGvg1mek1IUayBvnxw6U7DGa8ZqtrezNoisSs2hB3/n0DibzFluEsOcPdbQSR7bp0jRaI+hVSeat038Gsd9yX2F7z1kl2tCTYfi2v7k6ztmcd02pDjOZMMro94ZzGGMiY3Pyntbhsv03Ga4ocDqjkDAfT3l63BAxnTdb2Zkq7LHRr++0bBnP84cXeXZ6jWbB5sTtVbDKr8oN/biZvOXQO5+hP6UhjzyIEAsHTm4ZY25th02CW7kSeoKbQNVogbzms6kqVatrVW0G6YPGNv6xnQ3+GR9b0sbYvU7rv2Ot67P8hv0LedBgZyNIxlKMvWSguaEleLZuHkSQZnyJRHfJx4sxqBtI663oz5E2bkE+huSpAdchHf0qnN+nNke24+DSZWEBjTkOEi0+bXXJf7+jM9qKUcliOoD7q5y1HhEqxN2PO7X0RnPfFAT7Vont7f5beRIG5DdEpc9ZXqFChwo5omrfQODw4gOu6lbzpCgghGB4cALZfH+XAtm2effZZItW1VDW0lK2OCgcP0448lmcf+g1PP/10WUX0dDrNL37xC5RAmNiRbyxbHRUODtRglOgRixla+xQPPvggH/nIR8paz6pVq/jud7+LUINk286sCOivRySJXMupKFvSPPDAA8yfP593vetd+/1pK1faFNOdmLzp3Gjepj6i4VdlEnlrjyNHKuweTYaasI+C5ZIq2FOSh74jAhjM7Cwkjwm+edNh82CGjG5j7VCA5YLABeGJ/AKwTBdZ8hzziiwR9CmeQF50XOdMB00B2xa4RdE8oMkUigcfa1bamyp4QrvjZapvGszyv//sgDPg+a1JehIFVFlCkiCZN1m5JcGRzTGGMwbxkIphO3QldAKqjCW5E5qK7gmWCwNpY4L4KElg2Q6PrxsoNkhVKJgOfUmvVssR1IR9BDWZ0bxF0O+S1S3vPKWdG7ruKfkdB34cU3FNCHa9OOMCuuXSPpDd5XPJxfvZjiBvOmwczJLMmViO2KP6RrIGqbz0ms9F4C3EdI/msb3L0mvuOsm57bix2cVrNKvnLPyqhCKDAhOueVH82nL3rVLLFuSw+fu6ARY0R8nqFkII0rpNNKBi2C7t/Rn+sX6QWFBDkyXSBYttowUUSZpw/ezuUlIV7/V239IOEnlvkWFsjrweBd7rzBYUm6Q6CCEYSBuYjkBVvMUbV3hjF1BdFE2lYDk8vKavFDejKhKG7bJ5MEckYFAwHRwhsIsLEI7pUB3ylTLl5zZ4jvUdndkjOYsvnDkXTVFK4vVrFbP3xQE+1bErS9uHeGBlF1tGcnQnCxzbGsevKa/JWV+hQoUKkxEIBDjzzDN58skn+cejD3H2u95T7pIOKJFYvPT/bDaD6zjIikIkEp1w2+uJp/7xNzZtWMcpp5xCVVVV2ero6uoinU4ze9FJpZ2mFV7fRGvqCEZivPTSS2Wt45lnniGXy1G16K3IWvldxxXKT3zBqaRfeZbHH3+87CL6z3/+c1zXJTPtLZUM9Nczska27a3EO//MT37yE975znfu98/Sig1jion4d70dMJG3SFYE9CnFdmEgbWLsRkTdn4iiyJbI29i7KMF2meDoBU+kC/tVqkIqtivIGdtzzwFMx3PXS3jXVH3EV3KyB30KigSWA6YtcBEEfQphn0yqYPHn1X1s6E+TM2wEAtN2MWyXrGEzmvMaOv5y+TbCPhXHFV6murxvbzTjzymgSTRGfYzmLfrTOm3VAU98dl0KllvK6T6iKcq0mjBasaGpLbzzOlR+bdjxTXPM8by7K1CRiw5n8Fz7rrfwMfb43aHKYDpitwsFe8t40VzZi4Efu6sme7lCflWe9PZ9RvLy8Q3bQVW8hqSxgIbtCiQJ+lI6W0fz6LYLQhDweZn4brGXwJ4ihEQsoJEvvu4UCcabEn2KRMSvosqAEBQsl1hAwy1eq47rbbctTiFBTcEV3mvTcl1sRyBJnqsevNe75QhsVxDSFG/xQvYeryoyiiSRyJskcl7D1Kxul5quNsYCZHUvMmphS6wkcDfHgxO+3lt29TyJXew82VF0FwJ+u2IbSzYO0peafPF4/GPX9aYn3G/seAFN4YSZ1YDghW0JCpa9z876ChUqVNgdV1xxBTU1Nfz+N/fT2/36ilK8+Vv38u3v/4Jvf/8XtE2fCUDb9Jl8+/u/4OZv3Vve4srA0EA/v/v5j4hGo1x99dVlraW1tZW6ujq6N7yMUciXtZYKBwd9m1+hkE1z3HHHlbWOsXxh2Vf5mayCh+wLAFLZI7DS6TQrVqzADtThhCbv41Xh9YPri2BEptHb28vGjRv3+/NVRPQDiKio51POmHhZsN2yLE6IHf7uKRJelElV0IcQXq53xK8gSVJJSJdlT7DzqzK67XoNPCVoigWoj/oJahKaIuFTZCJ+FRcJIQRDGZ3RnOfuDqgymioXI2BkmuNBZtdHyBebe8aCKiG/RnM88JreDBTJWywoWC6y5OVwD2WN4kXvNQ9VZfBrKk2xIBndoiqoUR32eS58d89y7A8GdpSyVaXY2FX2YnZ2JyQLPMHVm1tPRH210x5bSZ2q4ZHwcvjH2BtpfqwGyxVICIziytG+vAYmw6dKBDSFkE/Bdlw0RSKtW8gSjGTNYhNegRAwlDUZSBXImu5eLwQpMqR1i1Bx0dMRXrzRGI7wFqe8HgYyQU0mrVtoiufAlyRvV4GEN/e67e0uKZgOmiyjKt5rMWcUXe7FGCdVlkq5825xYcCwbAqWS0DzXObVYY1IQGUgreO44jVnnu+KvX2eHUX3VN7kuc5RvvePTdz92EaWtg9N+ril7UPc/dhG7vlH+4T7jT/ezNoIZx7RwMy6MB88cVqlqWiFChX2C9XV1Vx11VXYlsX/3vVNurZ2lLukCmWgr6eLe+/8DwxD52tf+xr19eX9zPH5fHz4wx/G1Ausf+bJstZS4eBg1ZOPAPCJT3yirHWEQiEAhG2WtY4KBw/CdRGOVbo2ysXSpUtxHAczNqOsdVQ4eLCK18KTT+7/z9GKiD7F5IxdS1ICT7ypUEEAIxmD9qEcWcNzihcsB1nynOcRv0JLPMC8xihN8QCFYv627cKWkRz9aR3b9SIlCpbLSM4klbcwbEF/2ig2O5UwbOE5djWF+qifWXURepJ5XulLs2koS1CTcYUga3hNEkOavFfO5AnnJAQZw2ZGTZD3ndCKaQsyhlNs4uU1Sc2bNis6Rwj7vZzngumWXNqHihN9RxzHywBf0BzjnIVN+IuLFuAJ66rsibSKDLGgSnM8wPyGCE3xAK8WySrjNfmsDav75BifjJAmM702QiyoIhcjdMbGf/xfdYfjyIBfkagNa0WhWEYIL1Jpx9r25RpS8BqMzm+M8OGTp1Mb8RMJaGiKTE3IE3b9qledJntObt12EUIwrTpAQFMmfKCNP5fxdWkyKLKCpshcctpsjm6OeqL2uPN0BWQNh4AqMbcxQn3Ua6jaHA9QFfIRDajEgio1ER9N8QCK5PUvCGoK5x7bzJFNUTRFwXYEflVmTkOYI5uiNBfv69cUNFlCU2RGcxam7WDaDpsGszTHg5y/qAVJgo6hLJLEfnFmT/Y8p86tKzY/3dlZPl50X9+XYtnmETK6TSJn0F90le/4uMnc62P321HEzxoOLVVB5jVGp/Q8K1SoUGE8b37zm/nkJz/JQF8Pt19/OX976MFSc8kKhzeu6/KPRx/iG9d8md6urVx44YWcffbZ5S4LgHe/+93E4nHWLnscPZctdzkHlEA4SjASIxiJIRV/MJZkmWAkRiD8+vuZoG/zBvo2v8Ipp5zC/Pnzy1rLWMxRoacdsY9RjRUOLwq9nsu3urq6rHVks977pFAruyQqeLjFa2Hs2tifVDLRp5jW6sAub1Nlzy3pumKnvOEKBzfVQZW0bu+UHT1eLNzbhqZjzmsF8Gkytu1iFv28DVEfM+vCxIM++lMFApqCX5XJGhaG7TlbGyIaqqzQn9GxHM/VGlQV/KpERrexHUFtWCMa9HnCn19lfV+Kl3tSpHUbVZYwVZl4UOWkmTWMBZPolsPa3jSKLNE1mke3HISAaFAjY9jYttcAdCzGJBbwMt19qiesnnFEI/MaYpw00+D5LaOARCSgYFgOtivwaTIfXTwdTVF4fmsCURT5LcdhKGOiKZLn0gYifi9yZihr4LqgKFAd1JAkiVTBKuW4j+VZg9cs1RPsXSTJ+1oglTLlx9zDTtEF7lfG3OEyecvGsgRih3x2RYbakEZLdQjddHjLEfWEfArLNo+S1S2aq4J88k0zOW1ePQ88v43ntyRoqQrwliMa6BzO0Z0o0FYdJBpQ6Uvq2I7gqc3DTKsOkcybbB3NY9guwhVoioxfUwhoMk3xAB8+eTqPrRvguc5RHCEwLRdXCGRJwq9KmI7XpJLiGDTFAsxriGDYDqu6kpi2d20oEvg1mWPbqvjsGXOIBzU6h3O8sDXJqq4ERzTGSOsWuuWSMSze+4ZWHNclZzjYrktN2E9LVYDmeIi+VJ72gSx/XzfA/MYoOcNiOGOwdTSPX1WY1xBhXV8a3XKKOfjeroMjmqK8sDVBMm+hSBKt1UGOaIoytyFCVchHTchPPKSiKd71MPZvKm/zs2e3kNVtOoYyGLYXjRILqOi2w7zGONUhlW2jBQqWw3FtVcyqDzGtJkRfUmcka6IqEq1VIaJBhYLpMq0myKJp1Xz+zHnct2QzKzpH6UoUqI/6EEBWd6iN+PjwydMomC5Bn0xzPFSqB0kQD2poikJfKj/hmH2pAu39WUbzBjUhP/OavKxzT6D27luw7JLAPKc+Ss60S5nkp82rZ25DZEobeE7G+OdpH0yzbNMwf3yxB02ROPfYFt5zXGvpvmOi++9WdLGqK4kQgraqIJoqM5QxUGR5p2agY27z2fWRnZqGLmyJcf6iFh5a3fuaG6RWqFChwt5w6aWXsmjRIr75zW/y4K9+wksvruDTl11ObX1lS/jhSnJ0hPt/8B3WrXmRqqoqrrnmP3jzm99c7rJKhEIhPvyhD/GDH/yAP3z3Fk7/wKdpnbew3GUdEC746s2l///xe//BSM82aprb+Lcv3VC+osqAcF3WPv0Pnn/0QSRJ4lOf+lS5S+LII4/kjDPO4F//+hfJl/5J9aK3lrukCmXEyowy/Oyf8PsDZd8lsXjxYgC0TDdmfE5Za6lwcKBluoHt18b+pCKiTzGLZ9dSE1IZLTarG4+myBi2izRe8auw14yJt/vjsWO3e/EnXpRGLKgymrUmFcld4S2ORPwqyYK9V3Wp0rhmo7ZLLKgR8SvEgz4CmvdvbdjH8s4RUgWzlMc8Vmc06EOTJQxHI12wim5zH4mcjSpTFIVdkoU8QgiSOYPBjEGyYHuCql8hbzgMpQ02DeZwiseP+BVm1IY4sinOSTNr2DSYw7QdokGN/lSBrcO5UnxFUzzI/MYY1SGVvpROMm/x9OZhHn6pj+GMQd60sV1BVhfF8RJsGcnz15f7edOcWuIBH0OKgaZI2K7nPqmP+pnTEGHbSIFE3uTYtipOnVPDYMZkdXeSLcM5VEWmpTrIqm2p0nyNCeO2K7AdT+gXwssT1xRvvMfmUJIkgirkLYHlgF8VXoNTd/tFEFBlHNfFdsGvyMxtiHFEU4SBtMG7j2tjYUuMD5w0sbnj0vYhVmxJkNVt2gez1EYCnLWggX8r3vajpR1sHsxiOi6OKzhhRjXbRu3inEo4CBwh8KkyflXGceGolip8qkL7QJaC5VAXlokHNUZyXtNNCUjrNkZxTtqqAxzTVsXqrkRpcWUs6sRyvIz8ukiAhS0xFk2rZvHsWu5+bCNCwLzGKANpnUbJz9kLG3cpaC5sibGwpUDHcA7HFciyRF9axxWeoD+UNVEkik5yiVPn1DOY0fn4KbP497Pm71IcXto+xC+Xb9upcWVfqsBb5jfwz42D+FQFnwZz6iNE/CoZ3SKgyWQNh+m1oX1qdnnJ6XMIairf/9cmTMfFr8rMrY/Ql9b57YouVFnebSPNhS2xCV83x4OTjt1YjjnAut40T74yVBKYIwG1JDCPPf5ACMpjz7Fs0wh9yQLDWZO0btE+kAUE7zmurXTf0+bVI1zoTxVI5C00VSboU+hP6UyrkXeKghnvNm+MBXaKjDlQiwUVKlSosCOLFy/m5z//Od/+9rf5xz/+wa1XfZF3vOcDnHHOuwiFKg3KDhd0vcCSx//KX//0ALlshlNPPZVrrrmm7C7KyfjoRz+Koij88Ic/5NH/dzdHnXo2J77jAlSt0mj7cCeXGmXJA/fTu2k9NTU1XHvttRxzzDHlLgtJkrj22mvZvHkz3WuX4q9tJdR2RLnLqlAGXNti6Knf4Zo6V914I7Nnzy5rPTNmzKC1tY3uvh4kK4/QyhsvU6HMuBa+zBZ8Ph8nnXTSfn+6iog+xTTHg9SGfZOK6F5juTIUdZgh8CIZXLwGf3v72B3xyWC622+vKkZuaIrEUS1xnlg/OGlet0+GgE/BtN29FtDH1lGkcf/qtsP0miB1kQC65ZA3bYYyOpbtYhW3LtjF+zoCehJ5ZEnCtF1cV6Dj0pc0sF0Xv6YQC2oUTBtdCNKGQ6Zg4bqeO1sAad1Bkbc74seE6Jzh0J3QaYwGyRkyzVUBZtaGePKVIQzLpakqWIyhMKmN+AhoMp0jefpTBZJ5C2fY2zIryxISUjEvXSAXxzerW/zsmS08vWmYkE8BAb3JgpfhrslepENDDFWWsZwgXzhzDoumeb/sLNkwxA+XbGZuQ5S+dB6f6kXWuIBUjCWx3e1NPN3i14os0RD3kzdscoaNX/WiQJSiYJ4x3JIYLxUXNiTJ2yEQkrzFr22jOXpTeWbUhksi4Hihc3x0hSpLrOlJsWpbkuUdI5y9sJHH1w2wdSRHNKBSMB0GMgbPdSawbAdVkfBrMlbBxXAFOdMmXRAMZUxWdA7zyVNnk8wZPLp2AEmCtuoQM2tDLO8cZfNglqBPYU5DmMWzahjJWXQMZRnMeKK2AERRTHfwFkrGi51jDuO9dQSPdya/uC2BqsicPLOGZMFkXV+GrG4hSxK1ET+bhzI0VwVLQulkx94x+mMgrfPQ6l5GcybLNg2T1W0CmszZCxoZznk7E8J+lQ+dPP01C7F9qQLLO0dQFQmfIuEKeLErAQIaijFIY/XMbYhMidj7agLzgSSRsxjKGAxnTSQJmuIB+lM6D6/p5+RZtRPOd15ThFn1EQJFwb0/peNTZM49tmmncdmTa+tALRZUqFChwo7E43FuvfVWTj31VL7zne/wh9/8lEf//H+c+bbzOOud7yYai5e7xAr7SC6b4R+PPsQ//vYQuWyGcDjMVVddxfnnn1/qNXOwoSgKH/3oRznppJO45ZZbWLvscXo3reOMCy+mtmVaucursJ/oWLOCp//wS4xCjtNPP52vf/3rB9UiTyQS4bbbbuPiSy5hcOnviC94E/FjzkBWDn8ZSfFvX1B1jQIIFyQZ2R+ccNvhjj64lZHlf8bKjHLBBRfw9re/vdwlIUkSF1zwXr73ve8R2/Y30tPfhtBeP3NSYRyORaTrcRQzzbnvfS+BwK6TQaaKw//d7wDzxPp+to5M3lnddvdGZq2wOwKaQtbY91AcTfYaCYpiQ8wxJCBn2KQKNq4QhEfyaLsIeD6y2Ysj+MG/NmO71qQLJGOZzDvepMmAJGEVVU5FlrxcZQHVYR8Rv8L6vgwdQ57revwxJO+hOEVrugQE/Qo+RfbiVhxBJKBQF/azPmOgKTIxv0K6YHqubNnLb3Zg0lUFIcCwXeY2hDm6tYqRnM6KLQm2jubI6DbTqj3BqzrkIx70cdaRjTzyci+W7TKS9RrPuAICiowhXIKqQlK3cdgu1Fu2y2DGwHZcEnnP5a9IENRkEnlrguDWEAuwrjdNdVhjXlOEqrDG5qEMfSmdqqBG1rCRZQnT8oR7w3JLTS69/GtYPLuGOfUR2vszLN8yisDLo476FdK6g2m728e1OCaO6xL2abhCePNTzGkUQjCY1ncSbceiKxqiAdb2pryIGgl0y+XhNb0kclYxOxsyhl3MorcAUBWVeEBFN21MB0xbEFC9WJtlm0epCvtZ25choCmes3tuHe85rpX3Hl+gfSADQmJekyfujkWJ3PtkOz4lj+0KXOHNiSbDkc07iwLjHcFjMSp9qcKriptjzuREzmRuQ5R4SCNdMGkfyDKjNoLjOhQsl+5EgfefOG23x5ss+uOFbaP85rmt1IT9JWE9bzlcctpsNEWZMP6vRYhN5CwcV7BoWhXtA1lMy8GwBfURH7Pqdo4i2Vehfvw1syuBGShd7wdKXK4Oa6UmrmM9GGIBFctxdzrf8XWrisy0muBO0S/jqbjNK1SocDAjSRLveMc7OO200/jjH//Ib37zGx754295/JE/ctpb387bzruA6tq6cpdZYQ9JJkZ5/JE/8q/H/4qhF4jHq7j00ku54IILiEYPjXzt+fPn8+Mf/5j//d//5YEHHuChe2/jiJNPY+GpZxGvayx3eRWmACEE/R0befmpx9i2fjWBQICrr76a884776Bc5JkzZw5333UX37ztNnrXPUW+az21i99NoGF6uUvbr7See1np/71//SFmog9fVSMt77y0jFUdOFzLILHqcTLtzyPJMh/5yEe49NKD59wvvPBCstksP/nJT4ht+xuZ6W/D1SLlLqvCgcQxiXY9jloY4m1vextf+cpXDsjTVkT0KWbl1kTJ1bwjUkVDnzIyr0FAB8/x7LhQKAquYwjAcmE4azC9Jki6YDGU3bkjuSLB2QsaaI4Hi7naMq7r7iSWCzxHtCp7/yqyjKqALMnIkoRPlQhqMmndiz3ZNpInUzCRJBnTdkgWTGRJQpG9xe8xh7QqSyxsiREL+ljbk0S3XHyqQoNPwXEFNWEfXYkCpiOQJYHluMh4OeO1ER9p3SZvOBOaLo6dO0DedPjd8908XWweOK0myKK2Kp7ePEJ3okBrdZCmWID6qJ+aiEYiZzKSNTBsr1Go7YDtCC9+Rpr4HI7rCduJnAGME62FNx89iQKfefMsFs+uZdNglrsf21iK95hZGyKj26zrS5PRberCmifkClixdZSAIpPAizkBiARUgqpCNKAynDHYOJgBITBt7/opWBKuENt3BYy7GGwHUrpNVVDjTbOrqI8F8Ckya3uT3PvkZtRiBMdYxMeYs7gn6eWb+xSvgWRbdYAtI3mCPgUj5ZLWDUAioCr4VBnLdgn4FSRJQpJkZMl7rO2CKgu6E3keXtNLPOjjqJY4A2mdZZuGOXlWDQB1kcBOYnIiZxHyqzTEAiTzJq4QGLZL2K+ybTTP3Y9t5NS5dcxriE4QdTcNZnlodS9DGWPSXOzJmNcU+f/s3XecFeXZ8PHftFO3smyh9y5FUJAgFkBRkahRUEMUNcZXo6aYaDTGaGKMGmNijBqf5HkUTTSWGLtSBFREpCm997q9nD19yv3+MbvHPcsuLAgs5f5+PivunDkz95mZPXv2uq+5Ltrn+okk3XO0qTSMLQSDO2aR6TeIxG22V0bQFGW/gXnTdmuvby0P061tBit2VbGtPIppO7TNsDA0lY65AbaUhTE0bZ8SKt9E/bkTAkZ0a8OuqjgCgc9QD0um+LyNZby7fM8+ZWoaB5gbX++HUprmULTLdgPhG0vCFNfEyfLp5Gd6yc/0Nvl6DzYwLrPNJUk61gWDQaZMmcIVV1zBBx98wEsvvcTs6e/w8awPGHHmOZw97kK69uh9TAa4JNi+dROfzp7Ogk9nY5kmBQUFfPfm/8fEiROPSlba4eb1evnJT37CyJEj+cNjj7FmwVzWLJhLxz4DGTBqLB169ZfX4nHIMk22LFvI6s9nU7nXrd87ZMgQ7rnnHjp27HiAZ7euIUOG8M8XX+R///d/eeXVVyn+6Hkye51GzuCxaJ7j72dMap4QgtjuDVQu+QArGqJHjx7cc8899OvXr7WHlkZRFG688UZ0Xecf//gHWds+JFJwGmZWVzdgcgITuu/rBEs7gYJAoCA0L0I/OX4e9cheAiUL0RI1XHTRRdx9991omnZ09n1U9nISKcj0NvuYrORy7IgkHfZ3Y0DSFpSHk8SSNslGxdB1BTq18TOkUxsqowk8uko0abvv1Q1WVfm6hjkCNE0FRWDZCj6PQmGml2jSojiUwBa4DWeFG7gF8OpuWYmk7ZZCga8z232Gxu6qGI4jqI1bdWUzPJTVJurKu0CnNgE0FcIJu65Mg0BTFDeY6tGwbDew2lyd+GjSpjpqkrQd9lTHOKVDDkM75bC+tJacgEFOwMOgDjmYtkN52G2J6pZJcbcWN21E3bFuSOBm/zeeBqkPYofiJrurYgCp8h4FmT62lNeyYFM57XJ8ZPp0auMWlVGL4poYiqKCgHDSImE6qaB41wwP3x7cgaXbq1i2s5pY0qYwy4fX0CivTRAz3QI5jdsUuMfYvQOgQ46PnKCHNkEPW8vDlIeTZPkN2gR8hJNmWomPUT3zeGPpbiIJi4Sq0KmNG5jODhic17+QFz/fTnk4iaFBTsDg1C65bCgOpyZiMrw6m8vCWI4gYLiNWqujJtl+g96FWWiqQtCjs6m0lv8u3c32ykiTAdfcoEF+phfLdtirq1REktgOdMkLMKB9Nst3VvHErA10bRskP9PLxMHt6VmQwbvL96TqYldFk6zaHaI6mmDqt76ue7e/jOqFWysorolhO4JF2yoZ3CmHyrqSH298uYtPN5Y1GRiuDzJXRU2Ka+JsLKklnLBpEzCIWzYx02L1nhoqwklyAsY+gd3GY9qfptZt+BpKQglyg0YqK/ybNr5cvrOKfy7YhqGpaWVq6q+Z+q/mytnsr3zMwbzuAz3fnSwRvL+iGNN2UtcFNJ0ZLwPjkiSdiLxeL5dddhkTJ07ko48+4p///Ceff/IRn3/yER06deXMMedzxpnnEsw4PrKaT2TRSJhF8z9h3tyZ7Ny2GYCOHTtyzTXXMH78eIwToJb4iBEjePWVV5g3bx6vv/46y5cvZ9f6leQUtGPAqLH0PPUMdE/zf3tKx4ZIqJq1C+ayftGnxCNhNE3jvPPOY9KkSQwYMKC1h9diPp+P2267jbFjx/L73/+eLRuXENm2gozup5LZ5wyMjJzWHqL0DQjbJrJjNaF1C0hWFaPrBjfddBNTpkxB14/dsOF1111HIBDgmWeeQdnzKVbVOqKFp2P7T9y7yELdL0n9f+bWd9Hjldi+XGq7TWzFUR0dajKEv2QJnvBOFEXhyquu4tZbb0VV1QM/+TA5dn8ajlPjT2nH795b22QNbV39OtNXal0tqaxTHdu3rj2Aqip4dJUXF2zDo6tk+3TCcQtTce820FUIeHQKs7wkLIeSUJykJVLNOA1NwacrlIcThOJuWQ/H2XeSJWEJ9Lr3AoGb/R706VDXTLK0NklprRu89qiCrWVhEpaD7UB1zCTbp5PpN+peS33ZEAjFrLq5SqXJ4LmGOxbTcggnLAxNYU91nEiiAkdArt/gtC5t2FBSy9vLdhOKm0SSFknTJm6JtGPrlqjZdy/1NcsbBtLr17Id+HRjOdkBD+G4ha4qrN5TQyhmURZOuI0fDQ2vplCbdFi2K0RddRwUwGu4AXWvrpAX9BKKm5SGEm6ZFyHQNZXcoIeqaBLHVPCoiltqqW4AKtA20+M2RbUhZgrW7q1hW0UYv6Fj6Cp7qmNsLotgOw5+Q2djSS2Ltlbw/opiwgl3zDUxk/IdSVQFehQEaRP08uuJ/Xl8ptvEs122l6Xbq9kbiuHTNXyGxqieeWiqQm3crbGvq0rqmikJxUmYNit211ATTbJydw0dcv2M6VtISSjOq4t3IISgV6H7h/2gDjnEkjahuEVNzMSjKyQtwcaSWneCyLTrGr1G+MenW/jO0A6putiRhEnCsokkbJ6Zu4WcgIdLhnTcb0Z1lk/n6bmbyPTp2LZgc1mYhVsqMTSVbm0DqSz6xoHhhsHj9jk+9lbH2FsTJ2naJC0br6GRtGxq4zY1MZNubYP8d+luBnbMoldhZip7viXZ202Nvz6jumdBBlNGdGZnZcy986KuDv83KUUyb2MZ/1ywnRW7asgNeNKy6RuXSWmqnM3+ysc0dy4OZmyNn3/JkI4M75bX6pnxkiRJrU3XdS644ALOP/98vvzyS959910++eQTXn3h77zx8vMMPf1bnHnu+fTuP/Co/uF2shNCsHHdaj6bO4OlX8zHNJNomsY555zDxIkTOf30049aJtrRous65557Lueeey7r16/ntddeY/bs2cx/818smf5feg8fTb8zziUzN6+1hyo1IISgbOdW1nw+m60rluI4NtnZ2Vw5dSqXXXYZ+fnH7+epfv368dxzz/HGG2/w6quvUrp+IaENiwh06kd235F42x7bWfVSOjsZI7xpKbUbFmNFQ6iqynnnncd1111H165dW3t4LTJ58mRGjx7NM888w5w5c8ja9j6J7B7E8ofKpqMnCjuJv3wFvqq1IBxOPfVUfvzjH9OrV6+jPhQZRD/M1uypaTKADtAu24cjYHd1/KCaUErHlqQt2FwaoTpq0j0/SNxyEAj8huY2ykSha54fr6HxxZYKLBs8uttk03QcCrO85AQ8bCqtxbIFXl0h1kxUv77OusCtVW47Do5QsG3bLROjK5iWAEUhZjoYqhvJtwV1GepuJnqybj9FWT72VMdJ2uAz3O033nN9YFvg1kZ3HLAch/JwAkdAVTTJSwu3owKRpL3PxFB9VrcjSJVVaSzDo5K0Bba97+MCSFo2X2wpJ2k5rCwJoat1bUkFVEVNAoadNung1D8R8ABeQwMEK3bVsHR7FY5wy8sIYEdllOpokpjpZuGbjpM2bk11m58qikrAo1JSEyNmWvgNnfxMD7UJGyEE0aQbZAa4542VWI6D5QiSllM3mSHIrcvYr43bvLp4B/dO6M8PzurO/87bwsfry6iIJNE1hbygB9Nx+GJLBX0Ks+jURiUct9hQWovtQNBrkTDD7K6OUxVNEk26ZYhCe2sxbYd+RVks21FNddREUxWEEGR4DRJ1TUsHdcxmT7X7OjaU1FIdS5IwbRZuqcC03ZrvlZEEXkOr275FzLQRDtTETF78fDtd84L7zZQ2NI2qSJJwwsa0HXyGhnAEbTK8DOqY22xguD54XJjlZeHWGnyGSlnYwaybDPKaNqbtHss+RZmsKw6xclcNWX6DrnkBvIZGQabvgNnbTWV6/+PTzWT7Pdh1zVzrj1uGTycUtxjdK/+QM67r9+fRFXIDBjHTYn2xe76aKgtzMI1GDyVr/WCef6iZ8ZIkSScaVVU57bTTOO2006ipqWHGjBm88847LPr8ExZ9/gltC4oYdc55nHHmueTlF7T2cE9YVZXlLPzsY+Z/PIuSvbsB6Ny5MxMnTuTCCy88phoxHkl9+vThvvvu49Zbb+Wtt97iv2++ycpPZrDykxkUdu1FjyHD6XrKMPzyTolWU11WzJZli9iyfBE15SUAdO/RgysnT+a8887D6z0x7hwwDIOrrrqKK664grlz5/Lvf/+b9evXEN2xBm9+J7L6jiTQoQ+KnGQ8Zpm1lYTWLySyZRmOlSQQCDLp6qu54oorKCoqau3hHbR27drx4IMPcvnll/OXv/yFDRs24K3dRiKzO4k2fbF9bVp7iNIhUJO1eKvW4a3ZhGInad++PbfddhtnnXVWq5U1k0H0w+zTDeXNPlYTMwl6dQxN2adEiHT8CSdsVu0J4dc14qaDqiiYto2uaWwui1CbcJtEuj/aAqEoqQaPlu0GbhWFuh/+A18PDhBNulFvB7dUjBACVf06QKxrbo1vta5hamXUzaZXcLOZKyJJDE3BtAWWLZot5VI/tqRlYylKffwav6FhOQ61cbvuVe1LVfaf6a8BloBEMz8DCrC3OkZOwEOmV6c8nMS03KBx/djDSRtdVdKeU781RwgsxyGatNEU0DUVy/66Xr0toCpmpZqc1k96aQrkeHVipo2maeiq2wDUrBunIyxiVTY4AlVTiTeYPdgbiqMCmX4dUTcGUV+Kp+48VUfMVMZzpk+nMMtHbcLCb2hUxUzaZ/sorU3QpyiT7ZURVu8JETdtMn1uYDvTq+P3aOytcevO19+9sKk0QlUkSYZPp322j0XbKgGFc3pnsrs6SklNnEEdssnyG6zbG6IklCBWX85ICJS68VVEkhRmebEdQTjhHruARwdFsLs6xspdoWYzpQE2lIQoromjaQqZPoOKcAIhoFvA2G9guD54vKvKzbRP2gLbEfg9CknbvTPBcgQdcvzsrYmTMN2gv99Q2VEZdYO8bYOpMa3eU8PSbVV0ahNPaz7aONM76NHZUhahXzud3IDOsp1VqKrCuL5FRJJWWmb/oQSNG+7P0FTW7Q1RFU1i2v4my8I012i0qX0fbNb6oTz/m+5DkiTpRJOdnc3kyZOZNGkSa9as4d133+Wjjz7i7df+yduv/ZPe/U7hjNFjGDpiFIFAsLWHe9yLx6J8uWgBX3w2h/WrVyCEwOv1cuGFFzJx4kQGDRp00tYFb9OmDTfccAPf+973mDNnDh9++CFLly6lZNtGFrzzbzr07E/3IcPpMuBUPN6Toz5uawpXV7J1xWI2L19Exe4dgFv65LzzzmPixIkMHTr0hL1WdV3nvPPOY9y4cSxfvpx///vfzJ8/n7J5r6H5Mgh2OYVg98F4c4+/oOyJyEnGiexYQ3jrchJl7rVaWFTE5EmTmDhxIsHg8f+7a8iQIfzf//0fH374IS+++CK7dm3EW7MR019Aok0/zMzOoMjJnWOaEOiRPXir1uEJu/0j2uTlcdWVVzJp0iQ8Hk+rDk8G0Q+zUGzfJpT1IgmbmOmgnpi/Q08qtnCzsDXFLXtiO+DgNqjEsgk3aHwqgLgFCm7ms9sw1K1HbgvSgrEH4qkLkift+mC8u1xV3UCyLQRmg+zyhv+GE06qx6fD141K69UHohWgINND3LSJJm18Hg3TdDAdQdK28egacav5xq6GBpaVvv+GBJDYz2tWgKqYSTRpURqKY9pOKtAtLIFHd4+B3SBS33A/pi1QFAelrvxN3LSbvDtENHieBmiqQnbAwEiqKAqU1ybTst3N+vR6cCPYfF333hZuBn80YRP0asSSdcc8brHTdidY2mW7DUCrIiZOXX3yrRURTNtBE255H7+hcf6AQraWR1i0tZKibC+5QS/huNvg1m9oOAK8moIpRGpyoyZm0jkvUJcl706mJG2HDjkB1u4NsasqTp+iTEzbISfgobgmRkltkqSVPhmR4TEY2MHDpxsr0FQFQ1cIGAYCQYZPS8uU3lYRJpyweHf5LnZWxaiOmsRMB0xBWW0C2xF4dJVcv4GikAoMj+rZNhV4b1hT/YXPt1GbsHAct4yNpqpkaAp+Q6MymkSgEEva2ELg1VV8hk48mSDpCPf1eQ1W7KpiZ2WMf3y6mVDcom2ml25tg6myLQ3Hv7s66l5vimDJ9q+z+LdXRsj06qnM/vY5/oMqY1JfZ9y07dT+OuQEMG2HpCW49dweqVIxjR2oYWdT2z6Upqe5QQNVhfXFITrkBFJNYZua3DgcjVUlSZJOJIqiMGDAAAYMGMDtt9/Oxx9/zIwZM/jyyy/ZsHYVLz//NwYPHcEZo89lwOCh6Lp832wp27ZZs/IrFs6by7IlX5BMuk3ohwwZwvjx4xkzZgwZGRmtPMpjh8fj4YILLuCCCy6gvLycOXPmMGvWLNasWcWuDavQdINO/QbRY/BwOvYZiH4C1Ik/VsQjtWxduZQtyxdTvHUD4AaUR40axfnnn8+oUaPw+0+epANFURgyZAhDhgxhx44d/Pe//2XWrFlUr/+C0Pov8OQUEuw2iGDXgeh+eafE0SQch9jezYS3Lie2ez3CtlAUheHDh3PxxRdz9tlnH9M1zw+FqqpMmDCBCy+8kMWLF/Of//yHBQsWYOwuxdEDJHJ6k8jtjdBPnp/R44KdxFuzGW/VOrRkCICBAwdyxRVXcPbZZx8zvU5OrJ+WY0BVtPkguiVAqcv+lY5vqfrdAuy6CO2BcskFbsDVp6uU1CZSpVpaGkLXlLoAcYNl9c91HDBUt373/vYvGn3fmO4mnVMVTWLZ7v87joNQQOBmV2sHuICbKSW/z5j393jSElRFkuyojGE76Y/V14q3mtmQI9wMaq+uEUta+z0m9cnwNqAIgWkLOuT42FYebVHJpfoGpvXrmragKmqlTV4IIQj6dDx1Be5zgwbhhMmOyhiGphCKWaiqQqZPZ9JpHRncKZeaqIVHU9Hr6nrWn/Usn143KfP16DTA59HYUBymJBSnKmrh01Us2y2r0j0/iM9QU0Hs84YXMmtNCbHtVVRHBKblgAJVkSSbCdcNXJC0BT5HRSiCgrpgdF6GN9VAdEdFhKTtsGRbJZk+ncEdc/AZKqW1cRRFwbIFpm0zd30pt4/txeld89hYGmL+pnJmrCrep8a2z1DJz/RSGU7i0VUcB4I+DY+h0qswk7ygh701MYRwj/me6him7RDw6oTiSVbvqWFnZYz8TA+VEbeme1UkQWGWO+afntc7LdPba7j1yTeU1KKrCoamYDmwtSyMJQS6ptCrIINwwm5xGZPGdca75gXYVhFNHfsrT2/fbAC9XnPlY+q3XVabwNBUeuQHqIiYh9T0dFNpmNq4xebSMGv3huieH+QHZ/XYp3FoSzPjJUmSTlbBYJAJEyYwYcIESktLmTVrFtOnT2fpws9YuvAzMjKzOG3kaM4YPYZuPXqfsNmo34QQgh1bN/PFvDksWvAptTXVAHTp0oXx48dz/vnn065du9Yd5HGgbdu2TJ48mcmTJ7Nr1y5mz57NzJkz2bZyKdtWLsXj89NlwKl0H3Q67Xv2RdVkGOBgJeNRtq9Zzpbli9mzcQ2OY6MoCsOGDWPcuHGcc845ZGVltfYwW13nzp35yU9+wm233cbChQuZPn06n86bR9VXs6ha9hH+oh4Euw0i0LEvqpxkPCKEECSrS4hsXU5k2yrsuPs3XteuXbnooos4//zzj+u6/C2lqiojRoxgxIgR7Nq1izfffJN3330XtXwZ/vLlmMH2JLK7Y2Z2AlVei61COBjh3XhqtuAJ7wRh4/F4OP/ii7n88svp3bt3a49wH/K352FWGkoccJ0WVu+QTkQC9tbEqYtbHvRlYAs3+7kpTl1T0+aCy/D1Puvrf3s1SKRKzrjbV3CD/V5dwXQElgOZPp2k6RC33KxwlbqgfhMvoP7536RikQC2VUTd0jTs24DUrJs0UBUlrSxMfYPRmqjJeQNyWbCp8oD78mpuvXkUhQ45PoZ3z2NH5Q68upIWrG6OU3fMFMWt9R5Julnwhqbi01W8hsaA9lkkLIeNJbVk+w0iSRvLdsjyGSAgw6fzo7G9mHRaZwB6FWXQPT/Ijko3UByOm9iOoKQ2gV9372yov2ugUxs/tuOWY0lYAsdxCMdtPt1YTte8ABcP7sDADlnURC1Q3PIkbYJeymrjVISTqYkAyxGU1CRoEzTo1jbIrupYXZNUlXDc5vGZGxjbL59v9chjQ7E7M5zhNUiYCSIJm41lYfKzvOypiaMg0FTw6hrRpM3stSUM6ZTD/E0VqRrb2yrC/HPBdpKWzYzVJfgNnXP7FLKtIsye6nhdfwHIDXiYfHonehZkMHttKf9ZuoMNxWEEkJ/hoV2OHwR0bhMgbtp4NJWSUG2qQWuHXDe7vSpi7pPpPXtNKc9+ssnNevcZWLZDTczE0FWG9cgjy+8h6BUtKmPSuIb4toowy3bWcOXpHWmXHTikxqT1291YHOb1pTupiSUpq3UbEm8sqeW6UV05vWveQW27fpwFmT66tw2yqyqOz1DpWbBvZt+BMuMlSZIOxtNPP81jjz1GcXExgwcP5q9//SvDhw9v7WEdNgUFBUyZMoXvfve7bNy4kZkzZzJz5kw+nvk+H898n8L2HRk5egwjzjyHvLayfnp9nfMFn85hb10JjNzcXCZNmsT48ePp27evnHQ4RB07dmTq1Klce+21bN68mVmzZvHR7NlsXPo5G5d+jjcQpEv/U+k2aBjte8iA+v7UB863rVzKrg2rcWw3W6hfv36cd955jBkz5qQIRh6K+sz8UaNGEQqFmDNnDtOnT2flypXE9m5C1T34O/Qm2GUA/nY9UeR1+I0la8qJ7lhFZPtqzJBbZjgnJ4fzJk7iwgsvpHfvk3cyt2PHjtx+++3ceOONzJw5kw8++IBVq1ZhRHaDapDI7EwyqztWsEiWeznShECLl+Op2Yw3tB3FjgPQrVs3LrzwQi6++GKys7NbeZDNk+9Uh1lRtp81xeFmH8+qKy/RVENF6fhS/9ba8mIsbjDYPpgnNKG5p9t1qebqftapp6luORezLoCuKenZ9XELPJoblAewHcGgTjkIR7B6b4gYbmPPoKEQqYukq9SVlMEtO6NrKpGEfVDHJ+31OAJNAbuZ2Yb6QLrG10F2RQG/oZK0HYqy/OQGDarj+0+Nd4SCrinoKvg9GqFYkmjCIt7Cn1FVccuPZPp0OuYGKA7F3ePgCBKWTUU4wWcbywl4dZ6es5Go6bCnOoauKoTiFqYFUTPBK4t2UpTtTzWz/MFZPXh18Q5KahIkTZu2OV5CcYvcgEFV1CRZN1vSpyiLVXtqKMj0IIRCjl/HtN1zt7U8wgcr9zBz9V4Uxa0DXp9RfHbvQjYURwgn3DImAUOjKuY2FC00VLq2CbCxLEzctNhbY7O9IsKirRXkBT1URJJujXrVcpvPCrBr4qgKGKqCokC230g1Wo0lHXZWxlI1tndXR9lcGqYqalIbT2I5MKJbHpqq0DUvA8eBq07vTNtMb6p8SFXEZGCHLBCdeH3pLrrkBUhaDqt311AWTrK5LIyi1PcEcJurKgpsKY0wpHPOPmVISkNxOuf56VOUSWUkiQKEHYFH12if48Ojae7ERQvLmDSsId7w9YHgmpFd6d++ZZlJ9SVbcoMGm0rDvLt8D3uqYmwqC+PRFDJ8BkXZPopr4szfVM75A4oOKrjduNZ5H6+x30mCQ22sKkmS1NCrr77KHXfcwbPPPsuIESN44oknGD9+POvXr6eg4MQKKCuKQu/evenduze33HILS5YsYcaMGXz88ce89eqLvP3aP+nTfyBnjB7L0BHfwuc7ed5jE4k4yxYvYMG8OaxduRwhHAyPh7Fjx3LBBRcwfPjwE66sQGtSFIWePXvSs2dPbr75ZlavXs2cOXOYM3cuG5Z8xoYlnzUIqJ9G+x59ZEAdSMZj7Fi7nK0rlqQFznv37s2YMWM499xz6dixYyuP8viSlZXFpZdeyqWXXsquXbuYPn06H330ETu3ryKyfRWqx4e/Qx+CXU7BX9QNRdVae8jHDTNcRWR7XeC82m1m6/X6GDNmDOPHj+eMM86Q76sN+P1+LrnkEi655BJ27drFzJkz+XD6dPbs3oy3ZjOO7ieZ1Y1kdndsb5u6DFjpcFCTITfjPLQFLVkLuD0+zj//UsaPH0+vXr2Oi0ke+dN0mF04sIg568uafMyrAqTXcpaOX98wFn7w+xMtC9zv7zFVcQPcVl3zUUe4ywxdJWBoZPo0tle6M4G6CqqiYjmCnvkZTBzcjmfmbibLr+M3VIpDiVQAHepKv9T9f9wS6M7+A+gHysS3hTtWj6oQTja9JbPRz5ItIJx08GgKcdOmPJzY736yfG6g1BHuBJihqXy8rgxdb1kqvYrb7NQRgqhpUxZOUBu38BsqhqYQMx23ljoCETdZWxzGtB0cR6Qy6FXFPRbbKyK8tnhnqmxIfRbw0m1VvPHlLrq0CbJoWwWOgKBHo122n/LaOHtrYqhAbtBHKJZE1zRiSZPKiIlpC3ZWREnaDn6PxvCubaiKmLzw+bZUkFkId2KnOu6WoYkmHbaXR1AVBaeubr6hqsSFjW1DZdStZ27XNaetP0wJy6EynKRjmwAlNXEiCQtNVQl4NAqzvXRq4yfDp7OtIszm0jAx0yY34MHv0dlaFmFbRZiueRmpoHV2wP31tGhrBfM3VbC1PEJxTQy/rhGzbHyGSkU4QWXUxKur5AQMKiMmsaRNhlcj6bjHSSAY0S2Pdtl+3l62i/dXFFNcE6O2rma6prilYXRNJTdgkJ/pBSBu2gdVxqS+hnjj12do6iGVg9FUhZpYksIsPz0LMtlSHqEsnCQ34CGWtMnyGW75oINs9ClrnUuS1Br+9Kc/8YMf/IDrr78egGeffZb333+f5557jrvvvruVR3fkaJqWupX8Zz/7GR9//DHTp0/nyy+/ZN3qFbz8/DMMHf4tRp41lj79B6GqJ172m+M4bFy3mgWfzmbpwvkk4jEABg0axIUXXsi5555LZqaskXykKYrCKaecwimnnMJtt93GmjVrmg6oDxhKt4HDTrqAesPA+e6Nq7GtrwPn5557LmPGjJGB88OkY8eO3HjjjXz/+99n48aNzJ49m48+mk3x1uVEti5H8wbwd+xLsMsp+Aq6oJyA74vflBUNEdm+msj2VSQr9wBgGAZnnXUWY8eOPelq8h+qjh07csMNN3D99dezevVqZsyYwUcffUSocg2+yjXYniySWV1JZnXF8e6/JKfUNDUZxqjdhie0FT3uVgnw+Xycc8EFjB8/nmHDhqFpx9ek2cnzm/Eo2VMda/YxR0BNvPmGjNKJoyXZ4A0Zal3jyv1wcGuWq6pbb/pgg/gqbvNMVVUwUFE0gVfXUhnRCcumptpMBZyjpkiV5TA0lVW7Q1THknTODeDz6Pg9mltyxalrVNpwXwr7LVmjADl+jVDc3m+sOmEJgl6VDI9KNOk0+5obH28hBNNXFRNOOM0G0Lvk+tA0jZJQHF2FjjkB8jN8LDOrUZWWnUFdU1AUBeGAT9fw6SoZXg3LEW5plboXpwBJB5JxCxXQG/yecOrqzFdHTZbvrGL2mhLG9i9MZQAP6wqfbiwjkrTomZ/Bit01WLYDdbXWbUfQNtOLR1dIWA4J28FyHGxHEPS4TVLDCYuk7fDF1koUoDZuke038BkatQkTp24iof581Zek0VX3jy5NBaXuUdsR5AYMKsLJ1LkLGCqZPh1VUTi/fwFz1pVRUhPH0FX6FGVy5emdGdwpl20VEV5ZtJPycJK2GV76FGXSMTdAbcwkaYlU0DovaPD4zA3URE0qowna5/gprolRGTFRFROPrrKpNIzjuJNBhVlesgMeTFsgcCdEuuQFSFgOXkNlYMcsHv1gDf/9ao/bmNdy8Bkq4bhbh11VFIZ1ySU/04vf0NlSFmbSsE6pTPiWBKnra4j/c8F2qqImuQFP6vUdSjmY9cW1bCmL0L1tJtkBgwHts5i/qZy9oQR5QQ9tMzzkN8jUb6kD1TpvmAnfktd9sOsfbcf6+CTpZJBMJlm6dCn33HNPapmqqowbN44FCxa04siOrob104uLi5kxYwYffPABX8ybyxfz5pKXX8hZYy9g1NnjyMo5/v9Yrw3VsODT2Xw6+0NKi/cC0L59ey688Lucf/75MiDZilRV3SegPnv2bOZ+/DEbFs9jw+J5+AIZdB10Gr2GjiS/U7fjIjvwYNmWxa71q9j05QJ2rl8hA+dHWcO7dm6++WbWrl3LRx99xOw5cyjf/CXhzV+i+TMIdh5AsOtAPG3an5DXYUvZiSjRHWsIb19FonQ74E7Ujhw5knHjxjF69GiCwWArj/L41HCS8Uc/+hFffPEFs2fPZt68eWjlK/CXr8D25pDMrA+oH7ulRo4FihnBU7sdT2gbesxNMNZ0nTNGjWLs2LGcddZZx/UkjwyiH2YbS5sv5bKf/obSCeZgAtz1GeEtYQnAFng0xW2E6RzcvhQhiCcFuu4GRQ1NIWk5JC2HeBPrC9xg+PzNFXyxuQIbCMdD5Gd6sR230WhT6murG0pdCZtG63Vp4+e+if35w/QNbC6rbbaOu15X93x073wWbqmgLGI2uV59Nnf9fgTg0dVUpnXjdRHgNTQGd8xl/uZyVAW6tg1QFk6gKQrV8ab305hpi1Qpl3H9CtA1Dcu2WV9SS3U0SXXMRGm0fwFojRoj1I97R1WcR6avY9baEr4ztCO9CjLJDRqpoKflCE7pkIVf15i9rpRI0kJT3P23z/Eztl8hy3dWsa0iiqYqBH0GKhAz3ZIqsaSNgoItBOGESdCr0ybgoTycTI0t6FEpzPRRHXOD60nHIWY6WI6oux4EZbVJVNV9gqFCQaYXFIXKSIJZa0oJxUx0TaVNwOCM7m3pWZDBvI1lzN9UAbiTMpk+jY65AbaWh8kNelK1wxdvq+CZuZuorSvDYzuCWNImmrQxNAVQyPQZRBIW7XLrximgvNbNftdVhbJwgqpoku75QU7tnMPv31/D8l01brNUXUHglu+JmQ45fg+aqhBLOvgNPS0Tvjwcp7zW7XPRkgDs6F75ZPl0np67CUNzG5ceSjkYTVXomOtj7d4adldHyfBlkRPwMLBDFl5DR1MV8jO9h9zos6la53trYsxeW8oXW8pxHPZp/NpUMLpxI9WG6x9uhxIMP5rjkySpeeXl5di2TWFhYdrywsJC1q1b1+RzEokEicTXfYZCIbcXh+M4OM7Rvhfw8CsoKOCaa67he9/7HmvWrOHDDz9k1qxZvPXqi7z7n5c59fQzOGvshfTqd8rhDxo16H4umvsgd6ibFoItG9byyezpfLloPpZp4vP5uPjii7nwwgsZOHBg6vWcCOfxRNG/f3/69+/Prbfeypo1a5g7dy5z585l/cJPWL/wE7Lzi+h56gh6DBlBRk7ekRtIg2uz2T8yvukuhKB8z3Y2L13AlhVLiEfdv9179uyZKtXSoUOH1PryOj16+vbtS9++ffnhD3/IypUr3Tsl5syhZsMiajcsQs9sQ7DLAIKdB+LJPoLX4QEoR7G5nWMlie7aQGT7auLFmxCOg6IonHbaaYwZM4azzz47rZmtvF6/OU3TUrX84/F4KqC+YMEC9IrlBCqWY3nbYGZ1xczuimPs21fqaFIa/Ku24hyTYsUxardhhLZjRN2yQqqqctqIEYwZM4YzzzzzmL9WWzomGUQ/zELRZGsPQTrO1Gcit0R96NURgnH9CvhyexVlYbNFv8rdOt11gXELNFVQU5cBfKC3C4EbDK9v6rmnJoFWF/zXNXCauMFCAMkmBqYCQY/OrqoohuZmxwshmsxIV1U3u3p3dZzu+UHKItVNvq76/p/1x8dy3FIvTR3W+gmLjaURwgmLTrl+fB6dbRVRymrjKEp6I9P9EUDUdLCFw7yN5XRu42d3dZyk7eDRVYRoOhM/0UzDUgWIJ22W7ahi3d5aOrbxkxf0MmFQEVNGdGZnZQy/R+WJWRuoibmBfkeBinCS6qhJdTSZ2rZXV0mYDjWxJCqgagpJWyCEwGcoWDaEEzYKdtpxSloOcdshL8ODoriTNaXhBAmLVK3xugo1KLjXw47KGNRNWEQTEbyGilfX2FUd58UF2/h8Uzkxy6Yoy0ffokzipsPemjjzNpQSqiurMmN1CaN65jF7bYlbEsfjltqJJCyqoiZCQMJyrxcjbmJoKhcNbM/by3axvSJaV5pIoUuenz5FWVRFkjgCPl5fxvaKGKqqoAtI2m72eiTpEPA6VEWTdMj14zPUVGZ217wAf5q1gc2lYSxH0D7Hx9RvdeOSIR1orHFwd3CnXK4Z2ZXXFu9k4dZy/IbO5cM6trgcTEkoTtCjs7s6RsdcP94G47ptbO9v3Oiz4Xjr67TP21jGa4t38tWOKnRNZVCHbIQgVYamvjZ7w2B0z4KMtMz5klC8xWVrDlbjYPionnn0Ksja7zFonNl/JMcnSdLh9/DDD/Ob3/xmn+VlZWXE401N+x+/8vPzufbaa5k8eTJfffUVX3zxBXv37uGtf/8fuW3acsqQYfTpPwjfYcrachwr9W80dOAG7C2RSCTYsGYFq5YtpaK8FIDThg1j5MiRDB06NJVxVlbWdMlL6dhRUFDAlVdeyaRJk9i8eTNLly5l1apVVG1ayZLNq2hT2J52PfpR2KUHmnF4S8Epwkn9a5iRw7rtRDTMns3r2bt5PZEa97rv06sHQ4cOZejQobRr1y61bmlp6WHdt3Tw2rVrx5QpU7jqqqvYtGkTX331FatWrSIZ3Q3rdqNn5OIr6IKvoAuqN3DEx1OqCpKAoQqKfEc4+CccEpV7SZTuIFGxiyzbIssHnUaPZsiQIQwePDgVjIzH4yfc78RjTf0k4w9+8APWrl3L8uXLWbd+PY5dDc4ybJGNGSzC9hcgtKNfHrNih4qF+7d/+wLP0d25Y6PHyjGixWh2JQQESjCD7t0HMXjwYE455RQyMtxJhuPhWq2trW3RejKIfpiFDtDEUJKa0tI+sw2DxIu2VhFN2rQJGFRE982cblyQpHFg2HZoeQo8+waD68dsHkKFos3lYZ6YtZFAXSZ0zLSJJGxsIdKG5Dc0PLpKeThBUbaXoEcl1qCsi4Jb4qb+Lo+GY6xqJmu9ofJwku75GeQFPSzeVklJKJHarlZXFr0lRyhhwd5Qgr0hd3KhIMvN1G8qE17Q/Dbry/qE4jaRpE04YeIzNFbsqqZLGz95GT7CCYvtlVEE9UFsd2uWLSgJJcj06WT6dGJJm6qo2wA0L8NDwrSpiduoipsJL1SanECxBVSGEyS9OrqmEjBUfIaG7UCGVyOcsHGEQyThfD2pU//CcCc0nKRDpK42vWk7rC+pJRQ32VERxdAU/IZWV3pGMKBDFl3zMthaHuaVRTupiibR6qbR/R6NaMJCCFBV91iatqAqapLtN1i9u4bauE3Qq6OrCuGkRXFNgoRZje0Iauuem7Tdsbp3Xri13DXVfb/eWh6he36Qcf0L6VWQiWnb/O+8rWyviKAAsaTNur21/HH6OkBwyZCvb+ttLrhbGUlSWhtje0UUIeDFBdsAmgzC16svs/KPTzezpcz9w7FHQQbn9S9MCxjvrWm+ZBjsP2O7qczs+mB43HTw6iqGrrGpLMzwrnmU1sbZWBzmvZVfB6O3lof554JtXHRK+7TM+cIsX4vK1hysxsHwFbuqeGLWRrq2Daay8ZvKLm+c2X+kxidJ0oG1bdvWLZ9WUpK2vKSkhKKioiafc88993DHHXekvg+FQnTq1In8/Py0TKYTTefOnfn2t7/NmjVreOutt5gzdy5LlyzC4/HyrbPHcf7E79Am75vdUdO+Y1dUVaeofUcCWW2+0baqqyr56P03mTdnBolEHMMwOPvss7nkkksYNGjQSV164URQVFTEqFGjiEQifPrpp8yYMYMln8+Dz+ehezx0HXAqPU4dSfvufQ5L3ersgvYIRSU7vwjT+OZlKaxkgm1rlrHpqy/Ys2ktCIHX62X06NFccMEFDB06VDZcPA60a9eO0aNHE4/H+fzzz+uygr/AWrEUUPC1605m91MJdOx95BqSZrTF4yiQkUdx/MjUaDdDldRuWUpk60rsuPu3QOfOnTnvvPMYN25c2h0SUuvo3Lkz48ePp7a2lnnz5vHRRx+xdOmXCPEVKCrJYHs3Qz2zE6hHJ6DuVzPRfA5JNZOK0qOQ0CtsjPAejNBWPOFdUDcx379/f8477zzOOecc8vJa706Rb8Ln87VoPUUc7vv4jjGhUIjs7GxqamqOyofuiU9+yso9LZvBkKTD4WDrrx9t+2vsWZjpwaNrdTW3oTZuEzPdL01xg6hndM/DtAVj+xbw3oo9bCmLUBVNYjluuRf7IEva1NPqmqzmBj2UhBKpSQFDdecWWjqx0ZTOuT5UVWFHReyQz42mQMDj1qyPmjYBj8Yp7XKojCbZUBJKlcBpOEy/7jby9Hs0FEUhmrQJeFSSlkN1zGw2Ax6+Pk+GBjiQ6TcQQhCKWzgCPLqCV3cnMQQidVdDw+c2xacrZPsNymrdX+qaqpCX4XEblwrB6J75lEcS7KyMUhMzURVImDYCBdtxsAXoqkKHHD/bqyIowl1uaCpJ20FVVDq38btNVCuj6JpKxzZ+9lbHEYDfUKiOuk1TVQUcBwxdwaOrZHoNBrTLIifoQVHgp+f1pipi8vsP1rCzMkokYde9VoFHVxnSKZffXDIgFcz+86wNCAGFWT5W7KpiZ2WMomwfu6qiJCwHj6ZSG7cwbYe8DC8/H987LQjf2N6aGL9/fy1x06Fjrs+9U6BuXG5j1N28v2IPpi0IejXO6N6Wsf0KWlRepfF4S0LuXRcXD2zPK4t3UJjlZeHWSoQQJG1B97ZBcoMeLh7UjlcW7aR7fga7qqKsL66lKpqkd2EmICjM8qdtr36sh8uaPSGemrOR7vkZxEyLzzeVE4pbjO6Vn5qoamqfzb3ewz0+SYKj/1nzeDRixAiGDx/OX//6V8C9ZbZz587cdtttLWoserIe41AoxAcffMAbb7zBnj170DSdb509lgu+PYn8wqYnII6GivJSZrzzBp99PBPLNCksLOTyyy/noosuIjf3+K/nLjWvvp7/hx9+yM6dOwHIzi9i0Fnj6XHqCDS99RuVxyO1rPl8LmsXzE2VaxkyZEiqka2sG338C4VCfPLJJ3z44YcsX74cAM0XJNhtMJk9hmJkHR9BPMcyie5cS+3mL1N1znNycrjwwgs5//zz6dWrl5yMPMaVl5czZ84cZs6cydq1a92Fqk4ioxPJ7B5YwfZwvJ9DIdDi5XirN+Gp3Y5iu4mHnTt3Yfz48xk3btwJ0T+ipZ815dTrYZbha/0PDtLJ5VgOoANoQHP3Z5TUBVYVoCDTQ7scH7qqsK445NbjtgTbyyPkBD3sqooSN208uorP0KlNWAdsxro/iuL+pzycSAuYf5Nt1isOJdxmnQ2WNZzsqP812lzgWcEN5PsNlaqYiWVDwrL4fEt5WvmaxpK2QyLm4AiBqioEPBpBj05ZbQSnbtKhqfrzDYPgKgqooChuMLU+c97N4HYbwWpK+nP2N99gOxBJWhi6gmkJHCEIJyyGdsph5e4aZq8rIVE3qDYBg/a5fraVR9xGp4pKplcnnLCojJqoKKgqJG1QHbBsMDSHPTVx2mZ4UFS32WskYaEq7vFTVRWv4RCvb5aqKXTNC2LZDoausbsmRofcAKW18VQGd27Aw5ayMHHTwmtoCCDLpxNOmCzdVsWwrumZzjHToqw2QdJ2yPIZJCyHSMLC1DV0TUVBkLBs3li6GyGgTcBLr6KMfZp5ltcmsB1Bn6JMt6a9V6SypxdtreCJWRvrJg4UEpbNsh3VLNxSweTTOx2wvMrGklr2VMfoVZCemY0iyPDphBM2vQozWL6zGssWeA01lame4dPZWh5mS1mEmGmRGzDI8uvUxi1iptVkg9KWOlCt84ZlbjTFbYKc5TMIeDQCHr3Z7PIDNVCVJOnouuOOO5g6dSqnnXYaw4cP54knniASiXD99de39tCOaVlZWVx11VVcccUVzJ49mxdeeIF5c2Yw/+NZjBh1DhdcMol2HTodtfGUFu9h+jv/YcGns7Ftm44dO3Lttdcyfvx4mdF7kigqKmLq1Klce+21rFmzhnfeeYcZM2Yw740XWDrrbQaMGkffEWfh8R3937e1leWsmjeTDUvmY5lJcnJy+O5VN3DhhRfSvn37oz4e6cjJyspi4sSJTJw4ke3bt/Puu+/ywQcfULP2c0JrP8dX0JWMnkMJdOqHqh17703J6hJqN31JZNtKnGQMRVEYPnw43/72tznzzDMxDnOpJOnIadu2LZMnT2by5Mns3LmTWbNmMXPmTHbu3Io3tBXHyCCR05NEdk/EYbjD5mhS7ASemi14qzegJaoBaNs2n/POG3dST/LITPTD7OevfcV/vtxzxPcjSSciTalrEqoomHUBXHAD0Fpd1rnfo2I5Yr9Z1S1R33zjm2ScHw666mZHO+w/oxtIq11e///7i/k3Dtx7DWiqZ6rG1+V+CjINbBtq6wLR8UbHWQMy/TpBj0Zxgwx+rdGxrB+fproTFh5VSW0rJ2DQLtvHptIwjiAVtM32G5zVqy1l4SRj+xaS4dOYvbaUmliSHRVR9tTEsWyBoYHfo7vls+r2qWsKKtCpjZ8sv4edVVF0VcHQVLeMi+3WNt9cGmFkjzxW7qohYdk4ArrmBQh6daZ+qyvZfoOVu0O8sXQX64vdRnZ5QQ/ZAYNIwqZr2yAZXp2OOT5W763F0BR0TWX5zmpyAx4Gd8pmybZKdlXFUBUFv6FiCQh6NOKmg64peDSV7vlBfnBWD4BU9rimKtTEkvtkd08Z0Zmn525m9Z4a8oIetldGcRxB0KvTqyCTdjm+tIxxTVWwHTcAf9uYXlREEry6eAfLdlSjawqDO+Xg0bRUZnbDmueaqjCiWx4DO2ZhaBq5QYNNpW4JlxW7asgNGPRtl0WHnABbysJcNbwTCAUUQa/CzIMKUre08Wf9emW1CbaVR+iY69ae3192eX1w3rTt1OuQAXTpSDlZs6QP1lNPPcVjjz1GcXExQ4YM4cknn2TEiBEteq48xi7btvnkk0+YNm0amzdvRlEUTv/WWVwx5fvk5H6z0iz7E6qp5r//nsaCT+cghEPXrl2ZOnUqY8aMkcFzifLycl5//XX+++abRCMRPD4/fc84hwGjxhLIzD7i+6/Ys5OVn05ny4olCMehffv2fPe73+Wiiy7C6/Ue8f1Lx4ZkMsm8efN45513WLJkCQCaN0Bm3zPI6j0c1Wjda0EIQbxkGzWrPyVesg2AvLZtuXjCBCZOnJhWl186vgkhWLduHe+++y4zZ84kFosBCsmMDiRzemNmdADlyJQF+saEQI+V4KnaiDe83a17rhucffZZTJw4kaFDh6JpR6hsUitr6WdNGUQ/zG7711K+/HwFD814GkvVsFUNS9WxVNX9f6V+mYatqlipx7/+vn49S9PSvrdVDVPTsJUGy+u3qzZc9vW/9dtJ33fD57hjcxT1+L/NRDphaDSotX0EKIBXd3urf9Ng/OFQ36S1JeVRADwa+AyNhGmTsN268A2bq9LM8/e3XRXIDuiMH1DEhpJalu2sabJkvqa4WdkBr44QbnNa03LwGlpd+RN3YkDUbbMo20dZOOnWmVcVkpabSR30aQgBBRletlZEMeuaseYGDHoVZvLI5YOoipg8NWdj6u6E0toENTELXQWfRyNhOiRtUXc+VTy6gmULbOEua5vhrXvdCt0LguiqwpayCB5dZWdllJjpIHBLzuQEPGT5dExb0DbTS1GWD5+hUhJKYDkOe6vjdMz10ybDw4LN5YTjNqqqYNWN23Gga9sA5/QpZMWuKtbsCaXKseQGDJK2IJa0aZftRdc04qZNj/wgAY+Oz9BSQfPS2jiZPh3HIRVYzgt6eWzGOoprYiQsh+Kauua1mkqHXD85foPbx/RO1S5vHIB/aeEOtzGrabNidw2W7XBq51wmn94prdxLfUZ4U41Es3w6T8/djEdX6JqXkdr+qJ5tmb+p/ICB8MYOttxK/fg2ltYecH8tDc5L0uEiA7xHnjzG6YQQzJ8/n+eff55169bh9we47OrrOGvsBaiHoTZ12n4+nsUbLz9PJFxLz549ue666zj77LMP636kE0M4HObtt9/m1VdfpaKiAlXT6TVsJKeO+zbBrJzDvr+ynVtZOuttdm9YDUDv3r2ZMmUK55xzjpzcOcnt2rWLd999l7fffpva2lpUj4/M3sPJ6jMC7Sg0Im1ICEFszyZqVn9KonwX4JY4+853vsMZZ5whr9UTXDQaZfbs2bzzzjusWbMGAEcPkMjpRSK3L0JvWR3uI86x8FZvxFu1Di3pJpJ17tyFSy75NhdccAE5OTmtO76jQAbR6xztD92XPf0ZsaXLmP787Ud8X4eb2TD4rjYO4KtNBOlVLFX/OjCvaJha3feKuk9A31ZVzNT6ddtUNCxNT/u++X00sw11fxMLetr3tqqlvU5xrM4AnuR0FRDNly05LPsAcjMMysIHbkB6uDTO1j5U9ZMAhqYiBHh0laqoiajbB7R8Px7NzVrO9OkM7JBNz4IM5q4vJRSzCMXMtHOg4u6rSxs/hdl+ysMJKsJJAh6N3KCHqkiCuOlQEzNRFPAbOhMGtnODzkk3wO7VVVQFMr060bqGslWRBAnLrTueEzToXZDBz87vQ03M5IXPt7G5LILP0LBsmz01CTyagkdXKA+bKEB+phfHEZRHkuQGDAqzfFRFkjgCTmmfyYbSMKYtMDSF9tk+Vu4O4QhwhEDUNbPNC3pIWA4Bj4bP0OieHyQvw8uUEZ3ZWRnjjS930TUvwGebyikNJbAct9CNI9xgfV7QoCZmpRpejuqZx9o9tSzeVkk0aVMciqErCl3z3Q7llZEkmV6dDJ/OkE65qezx1XtqGNu3kM55/lRmd33Aubgmxo6KKDur3Oaindv46xrMKjxx1RBCcWuf4HFe0JuqKa6pCjVRk02ltdx0Vg/O6rNvYHl/we1NpWFeW+w2f80NeBjXv4D5myoOqe54w1rnjTPn+7ff/+/q/ZWAkbXQpdYgA7xHnjzGTXMch/fff5+nn36a2tpauvfqw/duvJ2Onbt+423v3b2Tf/3v02xct4pgMMjNN9/MJZdccsJmoEmHTzKZZMaMGbz88svs2LEDrz/AiIuvpOfQkYfl1n/LNPly1tusmjcTIQTDhg3je9/7HqeffvpJWVpAal4kEuGtt97i5X//m+qqKlTDQ0bP08jqOxLdn3FE9y2EILprHTWrPiVZVQzAOeecw7XXXkufPn2O6L6lY9PmzZt55513mD59OuFwGFSdeE5v4m0GIIyjO7mTYifxVa3DV7kWxY7j8XoZO2YM3/72txk4cOBJ9Z4qa6K3Ep+mknTsA694DDIcG+M4HfuhclD2Cb67Qfr0SYO0yQAlPYB/oED9189ruM19n/P1pEXdODQ97TmNvz/QBEXa942ed6zfddBU3e7Dvg84qgF0tS7bvDkHyj5vqL5GuSNsOub6cQRURt3XIkTLM/gNzc2S1lSVq4Z3YldVjFV7aogmbXoXZrCrOsbeqjh23fgc3AmONhle+rfL4p3le1AU8BkqQrgldjq08dPbk0lNzMSyHTaXh6mMJokkbXy6iuNotMvx4dNVtlWEqY07qfFqKu7y8giPz9yApioU18SpiSbRgh68hsagjlnsqowR8GiEYm7D1YRpE0m6DVC9hoojBEnLpjZhs2J3iO5tA/gMnc1lYdYXh0naDjkBA9MS6JpCddTE0FW3PAwi7V9D0xjWNZdPN5axqypObdwiaTvoqoKqKKkPFn3bZVMSinP50I4M65rLptIwldEKTNuhMpLAsgVxx2FXZYTsgBfbEeRleAh43HrfDZuTzl5XQn6ml4mDFdpl+9Pqe8dMt0msV3PLGnl1laDX4LON5WT5DcYPKKRddiAVYN5bE0vVFC/M8hFJWrTP9dOrqOk/HBrWeq+vnb56Tw1Lt1VhC4HAvWVCIKiN2/usu6UszMaS2lSQG2BjSS0IJa0OfMNa5/XB7gyfnnpOvb01MTYWh9PKxdR/tXT8zdVNlyRJOt6pqsrEiRM588wzefLJJ5k5cyYP/fLHjJ94Bd+e9F1U9eAD3o7j8OFbr/H+m69gWRZjxozhRz/6Efn58o4eqWU8Hg8TJ05kwoQJvPfee/z1qaf49PXn2bpyKaO+c803ykov3bGZT1+fRk1ZMZ06deKee+5h8ODBh2/w0gklGAwyZcoUrrjiCt555x1eeuklytZ+Tu2GRWQPGE12/1Eoh/A+eSCJit1ULHqXZFUJiqpy/vnnc80119C9e/fDvi/p+NGjRw9++tOfcsstt/Dee+/x0ksvUVq6Bl/VOhLZPYnnnYLjyTwqY1GsON7KNfiq16HYJpmZWUye7P6syGSF/ZOZ6IfZVc/OZ+PqbVy0/jN0x0ZzbHTHqfvX/TIcC9Vx3MeFXbeek1pupJ5npz0vtUy429RtC0046I61zz70xtsQx3r7Seloqg+qNx+IVxtl9zd3F4DOPncANFGyqLk7HJoqWdSSCYnGJYvS95M+QdHSkkUHE8Q+FEdi+5oCmT6dTK9OZdQkbtoHFUQHt5nnjaO78cNze/H2sl28vHAHG4rDaJrbZLQmbqaVvNFVyM/w4vdoVEVN8oIG4YRNJGFiO24QX1HAcQS6ppITMEhYNqG4he0IdFUh02eQ6dXYXR3HdERqcsFQ3ckGy3FLxmT6dJK2IBQ36ZaXQbf8AOW1SXRN4YqhnXhhwVbW7g1hOQIh3Ox7Q4MMj54q8+L3aGT7dVRFIZq0qYwkidfN0ng0BXBLsmQHDEIxtya4V1cIeHR0TeFn5/dhRPc8NpWGeWrORpbvrEmVngGBqqi0y/bRpyiToFfnp+f1pjQU5/GZG4ibNlXRJKGYSW3cxHLAdgRBr0bPggymfqsbbYKeFtf73lsTY2NJLU/P3cie6jhCKMQti1jSxnHc6yvb79Z2/+G5vVLnrKnyJj0LMprM5l6+sypVtiU/w8uynTWUh+N0zA1QXBNPG1/MtFBQmi1HE06YVEVNqiJuA+H6OvD1pVUOVHZl3sYy/vHpZraURQDoUZDBjaO777c0i8xEl1qDzJI+8uQxbplFixbxxz/+kd27dzPktDO48fY78XhaXgfYNE2m/e3PLF7wKYWFhfzsZz9j1KhRR3DE0smgpKSERx55hEWLFh1yVnrD7HOAK6+8kptuuknWPJcOimmafPjhh/zf/z1HeXkZRk4BbUd8G29eh8OyfcdKUr18LqENC0EILrroIqZOnUrHjh0Py/alE4tpmsycOZMXX3yRXbt2AQqJ7B7ECoYi9CP0d4tj4i9fga9qHTgWbdq04bvf/S6XXHIJgUArZcMfI2Q5lzpH+0P3WY/OZkdV/Ijv56AJ4QbcU4H3xgF+KxXM14WNbltfB+OF0yio7zRYP/37+m24gXt7P4F99zmGbaOKBuNo+Bw7/XutbuJBd6wG/2+nnqfbdqNtOGhy8kBqIC0gr+wnwN9wYiBVcih9YqHJuw2a6HPg1E0WmPWTBi0oWdTwjofUREMzJYscVUOoGsIw8Pk9xIRCVZLU8/ZXskhX3MDkLef0oFvbIH+atYG1e2uojVkkbJEKiIsG9dpVBYKGSjjppNVwBzeor6uQsL9elu3XSViOG1gX0CnXT3XMJGHamLbAEWKf5qW6Wl/2RaFdto+ysJvJXb9+lk/nhjO7gYAn52xEURR8uoZp2URMB1UBv6HRrW0QyxFURBKoikosaYECwhGEEu5dNxqQEzRQUKiOJt2a7pqCpihoqtuEs32On1E92/Lu8j3sqopRGY5Tm7BxhCDTq9OtbZBu+RlMHNwegCdmbWD1nlDd3QcCQ3PPQVG2j+KaGB5do09RJh1zA6mA9tJtVbzx5S4GtM8mZlpE4jY7qiJ8d3gXhnXNTQuk3/3GCrZXRBACSmsTdWVoVLy627y0TcDgqSlDGdwpN3VMD1TzfHSv/FRQe2tZmJ1Vbv31hGmT4dPpV5TFprIwWT6DkT3yCHh0tpSFGdA+m+W7qjBtQYZXTzVGDXp0PlpXTHXEpKhBHfhTOmRx74T+6RMDjTLN65c/9P4aVu0O4TM0FAQx02Zghxx+OaHffgPisia6dLTJAO+RJ49xy0UiEX71q1+xaNEiuvfqy60/v4/MrAM3d4xGwjzzp4fYsGYlQ4YM4ZFHHiEz8+hkxEknPiEE7733Hk/+9a9EIxG6DDiVc6/+AZpuHPC5tVUVzHjuiVT2+b333svAgQOPwqilE1UkEuHZZ5/lv//9LygKWb1HkDP4XFTdc8jbjO3dTMWi97Ai1XTu3IW77/6FvEtCahHbtvn444954YUX2Lx5M0LzEi0YRjK752GtIGDU7iRQshDVjFBYWMQ113xPNmBuQJZzaSXqsVolQ1Gw64J3JxOlbsJAbRB0rw+8G46NKhwM22oQfHe/V0VT61tNbqd+oqFxgL/hcxrfXVC/78Z3DKSv9/U2U5MTIn2/6eNwJyI8jtXah/2YJUsWqU1OGji/c4Pw91BXSkhRMZvthbDv1/4mJho+V+g6Xp8HdJ1aGxJCIYlKstHEgq1qCM2980H1GGSrGhEbFEPH0XWSQuXdd0q47pyedLbCKIYOQqfSESRt3MkFIaiqC4o7DiRti6TlkOXXqYyYqIChKRRmeUnaDuGEjV03aeDXVWKWAw7kBAz2Vsd5cvYGauMWmV6dnICX7vkebCGYMqIzvQuzUmVIfv/+WkpCcTy6giMgkXRIWDaZXg3TdlAVFUNTaZvhpSpi8trinfxyQj/8HpW4aTN/Uxlx06a0NumWqYlv5tONWalAcFXEJOjRObdPAcWhBJGtFSQsB5+hoSoKqgLhhMXOylhaEL2+BMrynVX8c8F2PLpC93y3Qeiri3dQEU4we20pPkPjlA7Z7K2JY6sKgYBBpt/D3poYfkMlFDeJJm1q4xbhhMm64hDhhIUQ0KcwE9sRFGb5qIwkAQVHCLy6TqDu9VdHzLTSKptKw7y3ct+Ad1XEpDpioqkKmT73o0rScqiKJg9YmmV0r/xmM+0lSZJOdMFgkMcee4xHHnmEDz/8kD88cBc/vvs3tC0oavY5VZXl/OWR+9mzcztjxozhvvvuw+M59GCSJDWmKAoTJ05k+PDhPPTQQyxdupRPXnuec6+6EWU/TWrjkdpUAH3SpEnccsstMuAjfWPBYJCf/exnnHfeeTz88CPsWP8F0d3rKTj7ajzZB5d4IRyHyi9nULthEZqmcd1113HttdfK61RqMU3TGDt2LOeccw7vvPMOzzzzDMrez/FUbyLabiSON+cbbV8xIwRKFuOp3Y6m61x7/fVcc8018ho9RDKIfpjFTZn5fCwRioqpqaBBorUHc7TU3XXQ5B0Btt2gBFDzdxaklQ6y7UZ3L1ip59Tvw2gU2NfEvpMA9dtpPAGQ2k7DOxJSdyk0nJDYdzJDa/S4tC8V4U6snIiTK0/Alc085Ab0v87yb9zQ2KnL1DfrSws1UaLI0TRE3V0ESVQcTcPwehCGTkKoZGX6GbGsgGDQB7pOWczm3K1VnGoKhKZTlXSIOiqmpoHmTiCYioruMVDW6liKRhyF15Z8yq7aJP6EjbBV/B6dXN1A9ehkxv1kxDJZsHc7faK9IG4RrCwjGjHI93rwJ+N4LZto1MZCwxZuFn9FeN87ouZtLOOfC7axYlcNGV6NaMJGUxTWFofYVRWjpCZO76JMTNuDV1fRVDcbX0FgC8j2G9iOSUkoTtCroSgKNbEkVZEkobjF9ooobYIeVBXaBn245W4UEpaFLQS2I8gJGqkJh701Md5dvgchSAX0312+h54FGeQGDXKCBruqY9TGrboxCHIDnn3qpjdlf3XTJUmSTnS6rnPvvfdSUFDACy+8wFN/fJBf/u5PTZZ2sSyTZx5/iD07t3PVVVdx6623ou4nqClJ30RhYSGPPfYYd9xxB8uWLcYfzOCMb1/dZGkXMxFn5rS/UlNWzDXXXMPNN9/cCiOWTmSDBg3ihRemMW3aNF544QVKPppGwTnfbXF5F2HblC14k+iO1fTs2ZNf//rX9OjR4wiPWjpRaZrGZZddxujRo/nLX/7CnDlzyN76LtH8oSTa9D+krHQjtI2MvZ+DYzJkyBDuuusuunTpcgRGf/KQ5VwOs373vU/s6PUqlCSpXn3Jon16CtQH/Btk+Iv6SQUr9f0+dwrU9SloOLHQ+Pv659UH/I3G+2lqcqKuXFL9REfj5+yzjybueJD9DqTmmHUlftB1DK8H1dBB17E1nWpTkEQlJhRMpX6CQU3dIVCdFFiqhuYxMHGXBwJed7mikp0doF1eJtmZfqIOrCyNEjIFjqYTFwrVSSe132DQh+oxqLWg1hIkFY3MTD+j+7Xj9J4FoOvsqEny1spiCvMyUHQDU9XYGUoy6Yxu9Gifw5Ldtbzy5W62VicxUWmbG+SKM7py0amdQde//tK+vsOqYdkaGUSXjhZZauTIk8f40D3xxBO8/vrrnHP+BL57/S37PP7Gy88z4903uPjii7nnnntaYYTSySgcDnPrrbeyadMmhp1/KUPGTEh73LYsZr34FLs3rObiiy/m7rvvPqga6pJ0sD744AMefvhh0HTyR1+Jv2j/TUAdK0npp68RL97MqaeeyqOPPkowGDxKo5VOBgsWLODRRx+lrKyMeG4fYoXDYT+lWtMIgbdyNYHSpQQCAX7yk59w0UUXyffR/ZA10esc/SD6B8TME/qQSpJ0DFEa3nXQOMO/7rHmSwB9PWnQ8M6CtBJFtoW+T18EO63sUVPP0ZooibTv5IKTNlb3boXG5Y0a9m2QJYukJihK3USBhllXkkjoOobXwOvzpgfc678MI/3fxsv395yWLj/QY82t09LnyA/BxwwZ4D3y5DE+dIlEgptuuolNmzbxw5/dx5DTRqQeW7NyGU/8/ld07tyZ5557Dr9fTj5KR095eTk333wze/fuZfwNP6Zj71NSjy2e/l9WfPwho0eP5ne/+x26Lm+gl468efPmcd9992HZDgXnfLfZQLqwbYrnvEiibAdnnXUWDzzwgCyNIR0RZWVl3HnnnWzcuJFkRkciHc4C9QB35QoHf8lifFXryC8o4E+PP0737vufFJJkED3laH/o7n/fh0RlSRdJkqQUFfgm74oqbr+Jhv1HDcXBcBxyDIVIJI4ubFTr60bFDe8CqL+zwIsbgBfW14H5r7P700sD5XogHkui2jZBTeARDnYyiW7bZBoKunDwKQI7mcQQDk4yiTAtdGFjCAcsC8129+dRBIZw0B2HLtkeQuEYqmXhwSEWTSAsa7+THHrqLgf5u0VqQFXTg+qatm+wvX5ZSwP19dvxeFo26XA4Jwdasr6mHZOTBzLAe+TJY/zNbNu2jRtuuAGvz8/Df30ewzCwbZtf/eQHhGqq+Pvf/07v3r1be5jSSWjTpk1MnTqVwi49ufiWXwCQiEZ45ZFfkJudzauvviKDk9JR9dVXX/GTn/wUYfhof9HNaN7APutULZ9NzerPGDduHPfdd5+c5JGOqEgkwn333cfChQux/AXUdjkflGZ6HQpBYM9neENb6NWrF4899hj5+QdX5/9kJRuLtpKEDKBLkiSl+abvioqy7zYcVLKzfVTFLGLeg2+YrKtuw9GDGZumuM1IM7w6hq4SS1iEEjZOg+C+roLlgAY0rNJvqOAzNPq1y6J/uywqIkmqokm2lUewHEFxaN+uDR4V6n+lqAo4jtgn+193bDzCRrG/ngDI0BwKAgbdsj1kGiptfRobd1exaW81XuEgTBPNcVAdm6DiPle1bAxh4VNBtS2wbAzhTjQoZt1kg3BLH+XokONR0WyLZMIkHkug2jYGNh4hUC2TbEOhU5aHiuoosWgcDw6qZaILB6Vu26pj41MEhmPhUwReBJpj45gmWBaKbYNposjJg6Y5DiST7tfJpKnJgoYTBh4PjB8PTz3V2iOVpGNG165dmTRpEv/617/4ctF8Row6hxVfLqKivJTLL79cBtClVtOzZ09Gjx7NvHnzKN66gaJuvVn9+WysZIIpU74rA+jSUXfqqady000/4JlnnqFi8fvkj7oirQRGvGwHNWvm06FDR37xi1/IALp0xAWDQf7whz/w4IMP8tFHH+EvWUqsaHiT63qr1uMNbWHgwIE8/vjjssTQEXBc/MQ//fTTPPbYYxQXFzN48GD++te/Mnx40xdNa5OtDSVJkg4vu4n7pWwBe0OHHjy0HDfDvV5LsuWFANsRhGImpgNN3cZl1W2k8e8C03EfXLm7hnXFITq3CXBq5xws22FdcajJ/SUbDMgWgKJgK27T0/0xNNjtNYgWZTKsSxtKVYVoxyhLl+/FdhxUVSFpCRxAwQ3QNzzGmuJ+WfuZZPBq0CboQVNVEpaD39AoDsVI1r3wDI9Kh1w/hVk+9lTHqI3bVEUTqCiYdbMOmqowskceBZk+FAV+el5vNpWGeXf5HsJxiwyfzqieeczfWI5iWbQLGpRXR0gmkpzTLZc2XoVuuT52lNTw4bJdbNhVBWYSr+JOBPgUwcgu2YQjcZKxBEEN+hcEaB80yNAh16OCaUJdsL6mNkYsmiCgCbI0wLL2/apfv6nldcH/tGUHek5z+7BkyaJm2bb7lWi+XXis/ynIohSSlO7SSy/lpZde4uOZ7zNsxCg+nvUBAN/5zndaeWTSye6aa65h3rx5LPrgP3QfPJw1n88hOzubiRMntvbQpJPUVVddxeeff86yZcuIdlpNsItbasixLcoXvIWiKPz61/cRCOybpS5JR4Ku69xzzz1s3ryFrVvXYgUKMbPSG4RqsQoCpYvJycnlwQcflAH0I+SYD6K/+uqr3HHHHTz77LOMGDGCJ554gvHjx7N+/XoKCgpae3iSJEnSccpp5v/3t/43SYo2bYFpC2ImrNpTy6o9tYe+sf3uByqjJst2VLK7MgoKRJI2luO4wfwGqfOCfScpbNH0xEVDCTt9EkNrFIgPJx3Wl0TYUBJBoeHx/Xol2xZ8vqmcoFfDq2tsLg2zrSKCEIJMr47pCGatLibg1aiNmcTq0vL9hsb7O3ejKio5foOYaWNomfjaZ7GnOoHlCAKGRsCjsciEnp0yyQt6WFccojJi0sHw0zkjwGldc1AVlUyfjqIovLNsNxXhJHkZHq4b1Y3RvdxbH+ublZq2jaFp7K2JEks6+D0q7bIDaU1MG69b/29TjU4P2ATVcQ4cdK8P3rc0SL+/9RsG/BtOADRe3nC7DbfVcNuNlzdev6nH6pcdBuvLY9RuLEudQ0mSoF27dowcOZLPP/+cH15zGeBmXHbt2rV1Byad9AYMGMBpp53GkiVLKNu5FYCpN92Ez+dr5ZFJJytN07j33nu56qqrqFkzn0DnASiKQnT7aqxwFVdffTWnnHLKgTckSYeRz+fjoYd+xw033IAo/pyaQCFCr3ufFA4Zez5FQfCb3zwgS7gcQcd8EP1Pf/oTP/jBD7j++usBePbZZ3n//fd57rnnuPvuu1t5dJIkSZJ0bIpZsKM6flT21VzQXdB0xn4904HqmA3YlNR+HZSvjH4dTK2KpQdWzUR9nr9NbaLp+79qkza1dWnxlZGK1L4AQtEkm0pqmb5qL6qqoCoKQgiEAF1T2VgKJaE4PQsyUpnxW8sjlNcmSFo2NTELIQSKotA+18+QTjlMHNwewF23LEx5OImhKZi2oG2ml25tg0wc3D4V1J23sSwt477hYymq6pYm8Xj2cwRPMEKkB/gbB/ybye4vr47w2hdbUS2LPK/KLiODvcv30LMgo+kJCkk6Sf3gBz9AVVUsy0LTNKZOndraQ5IkAB588EFWrlyJEALDMBg2bFhrD0k6ybVv356zzz6bOXPmkKjYja9tR2o3LkFRVSZNmtTaw5NOUl26dOHmm2/miSeewFu1jnj+EACM0DbUZIjLvvMdTjvttNYd5AnumA6iJ5NJli5dyj333JNapqoq48aNY8GCBU0+J5FIkGhwi28o1PRt8pIkSZIknfgatyqxBSTrFmYaKqbtELcEmgLZfo245bClLMKMlcWsKQ4RTVqE4yZx06Y8nERT3WR+TYWSmhgVuX5eW7wTgRuIDydsTNuhMmKR6dMJx02iSYt364K64AbbhYDu+RmUhOKpx076gK+ifF3j/CCU7gmxqiST7vkZxFQF2xGEy8JURUx5TCWpgd69e/Poo4+29jAkaR9ZWVmMGjWqtYchSWkuu+wy5syZQ/nn/0ULZJGo2MWZZ55JYWFhaw9NOolNnDiR5557DlG1jmRmF1AU/BWrUFWVKVOmtPbwTnjqgVdpPeXl5di2vc+bVGFhIcXFxU0+5+GHHyY7Ozv11alTp6MxVEmSJEmSjgcNUuMNTcGrq2kPGXVB8rJwws0U9xiYtsBvaDhC4NVVhICAR8Ny3Oz1qmiS6ohJps/AtB0y/QaWI8jyuc/N8BiE4xZVEZOqiEk4blGY5UNTFQqzfKnHpEOTGzTI8OmUhOLYjqAkFCfDp5MbNFp7aJIkSZIkHadOPfVUTj31VKxwFYnS7Xi9Xq6++urWHpZ0kvP5fEyaNAnFTpC99R2yt7yNlqhi3LhxFBUVtfbwTnjHdCb6objnnnu44447Ut+HQiEZSJckSZKkk5iG2+xV4esYuoIbLDfratEIIGFa2EIhJ2AwtEuOG0hPmhiaQnXCQlUUEpaDokA0aePRFCzbITfgQSCojZsYmkptzERXFUJx081GT5ppQd36gG9hlk8GfA+Ddtl+Jg5uz7vL97ClLJwqkSOz0CVJkiRJOlSKovDUU0+19jAkaR9XXXUViUSCWCwGgGEYXHnlla08qpPDMR1Eb9u2LZqmUVJSkra8pKSk2RkWr9eL1+s9GsNr0rZHJtD17vdbbf+SJEmSJLlUIDugY9kOSVsgHIHfo5Pp0wjHLeKmg6pAYaYH2xEIINujc/XwToztV4RH13h3+R4yfAZx06Eg05NWE70w209ehjetJnqGVyNu2hRmed0sdJ9BwJMe1JUB38NvdK98ehZk7L9ZqyRJkiRJkiQd5wKBALfccktrD+OkdEwH0T0eD8OGDWP27NlceumlADiOw+zZs7nttttad3D7IQPpkiS1hvps25ZomJF7sHQFLPH1djTFLWUsHHf/DbfbeEyeunUTDepU64CuQdIG5wBja7w9pW6Zprs9CS3bHY/fo+IIiCcdt0SHDh5NJZp0UmNXAVUBr6HgCIGKSqZfp3+7bCojCfZUx/F7NIZ0ysayBZvLwoTiFh5VpSjHR2kozt6aOAIoyvLStW2Q4poE1dEkXl0lJ+BhZ2WUUMICAQGPSnbAQ7ZPJ5KwiZgW8aSNoasUZvrIDXrw6hqWbbNqdw2RpI2uKmQHPAzqkE2Wz2Dpjiqqoia6Bh5NozDLS+c2AbaXR6iIJvFqKklbEE1atAl66dcuk6pokljSJttvkOX3EI6blIUT7KiMYjuCmGnh2ODzaBRkegEFVQFDV2nj92AJh2jSDSBXRJLsqoqRsGwSlkBXoSjLR2GWn52VEWoTFsIROLjnI9Onk+X3AAJdVfEZGpriBpaTpk15XQmTzm38gEJFJIEQgky/gVdT2VMdx0Fg2YLKSBJNUzi9ay7tsv1k+Qw8uspXO6pJWg792mXSpyiL9cUhSmsTZHp1zuqTT7bfoCZqURl1+6W0CXjpVZRBaSjOil01ZPp0RnTPozQUZ2dljE5t/AzulAukB2ZN28bQNPbWRIklHfwelXbZgbSAbeN16/9tHNSVAd8jo122Xx5LSZIkSZIkSZKOCEUIcahxlKPi1VdfZerUqfzP//wPw4cP54knnuC1115j3bp1LWroEAqFyM7OpqamhqysrKMwYkmSJEmSJOlkIT9rHnnyGEuSJEmSJElHSks/ax7TmegAV155JWVlZfz617+muLiYIUOGMH36dNkRWZIkSZIkSZIkSZIkSZIkSTrijvkgOsBtt912TJdvkSRJkiRJkiRJkiRJkiRJkk5MamsPQJIkSZIkSZIkSZIkSZIkSZKOVTKILkmSJEmSJEmSJEmSJEmSJEnNkEF0SZIkSZIkSZIkSZIkSZIkSWqGDKJLkiRJkiRJkiRJkiRJkiRJUjNkEF2SJEmSJEmSJEmSJEmSJEmSmiGD6JIkSZIkSZIkSZIkSZIkSZLUDBlElyRJkiRJkiRJkiRJkiRJkqRmyCC6JEmSJEmSJEmSJEmSJEmSJDVDBtElSZIkSZIkSZIkSZIkSZIkqRkyiC5JkiRJkiRJkiRJkiRJkiRJzZBBdEmSJEmSJEmSJEmSJEmSJElqht7aAzjShBAAhEKhVh6JJEmSJEmSdKKp/4xZ/5lTOvzk53lJkiRJkiTpSGnp5/kTPoheW1sLQKdOnVp5JJIkSZIkSdKJqra2luzs7NYexglJfp6XJEmSJEmSjrQDfZ5XxAmeNuM4Dnv27CEzMxNFUY7afkOhEJ06dWLnzp1kZWUdtf1Kh588lycOeS5PHPJcnjjkuTxxnKznUghBbW0t7du3R1VlpcQjobU+z5+ITtafU+nYJ69N6Vglr03pWCWvzcOnpZ/nT/hMdFVV6dixY6vtPysrS17MJwh5Lk8c8lyeOOS5PHHIc3niOBnPpcxAP7Ja+/P8iehk/DmVjg/y2pSOVfLalI5V8to8PFryeV6my0iSJEmSJEmSJEmSJEmSJElSM2QQXZIkSZIkSZIkSZIkSZIkSZKaIYPoR4jX6+X+++/H6/W29lCkb0ieyxOHPJcnDnkuTxzyXJ445LmUpGOf/DmVjlXy2pSOVfLalI5V8to8+k74xqKSJEmSJEmSJEmSJEmSJEmSdKhkJrokSZIkSZIkSZIkSZIkSZIkNUMG0SVJkiRJkiRJkiRJkiRJkiSpGTKILkmSJEmSJEmSJB3QAw88wJAhQ1p7GNJRpigKb731VovX//jjj1EUherq6iM2poN13XXXcemll7b2MKQj4Fi83o6Wbdu2oSgKy5Yta+2hSCeBadOmkZOT09rDaFUyiH6EPP3003Tt2hWfz8eIESNYtGhRaw/ppPbwww9z+umnk5mZSUFBAZdeeinr169PWycej3PrrbeSl5dHRkYGl19+OSUlJWnr7NixgwkTJhAIBCgoKODOO+/Esqy0dT7++GOGDh2K1+ulZ8+eTJs27Ui/vJPWI488gqIo/OQnP0ktk+fx+LJ7926+973vkZeXh9/vZ+DAgSxZsiT1uBCCX//617Rr1w6/38+4cePYuHFj2jYqKyuZMmUKWVlZ5OTk8P3vf59wOJy2zooVKxg9ejQ+n49OnTrxhz/84ai8vpOFbdvcd999dOvWDb/fT48ePXjwwQdp2HZFnstj06effsrEiRNp3759k0GSo3neXn/9dfr27YvP52PgwIF88MEHh/31StKx7LrrrkNRFB555JG05W+99RaKonyjbU+bNg1FUVAUBVVVadeuHVdeeSU7duw4qO38/Oc/Z/bs2d9oLNKx50AB5r1793LhhRce1n22dELmgQceSF27mqbRqVMnbrrpJiorKw9qf3/5y1/k5/lWUP++dvPNN+/z2K233oqiKFx33XVHf2CH6HBOJNZf14qikJWVxemnn87bb799UNvo1KkTe/fu5ZRTTjksY5Ka1tx75PEygVM/zvqv/Px8LrroIlauXHlQ27nyyivZsGHDERrl8UEG0Y+AV199lTvuuIP777+fL7/8ksGDBzN+/HhKS0tbe2gnrU8++YRbb72VL774glmzZmGaJueffz6RSCS1zk9/+lPeffddXn/9dT755BP27NnDd77zndTjtm0zYcIEkskkn3/+OS+88ALTpk3j17/+dWqdrVu3MmHCBM4991yWLVvGT37yE2688UZmzJhxVF/vyWDx4sX8z//8D4MGDUpbLs/j8aOqqopRo0ZhGAYffvgha9as4fHHHyc3Nze1zh/+8AeefPJJnn32WRYuXEgwGGT8+PHE4/HUOlOmTGH16tXMmjWL9957j08//ZSbbrop9XgoFOL888+nS5cuLF26lMcee4wHHniAv//970f19Z7IHn30Uf72t7/x1FNPsXbtWh599FH+8Ic/8Ne//jW1jjyXx6ZIJMLgwYN5+umnm3z8aJ23zz//nKuvvprvf//7fPXVV1x66aVceumlrFq16si9eEk6Bvl8Ph599FGqqqoO+7azsrLYu3cvu3fv5o033mD9+vVMmjTpoLaRkZFBXl7eYR+bdGwrKirC6/W22v4HDBjA3r172bFjB88//zzTp0/nlltuOahtZGdnn/QZlK2lU6dOvPLKK8RisdSyeDzOyy+/TOfOnVtxZF9LJpOtst/nn3+evXv3smTJEkaNGsUVV1xxUIFNTdMoKipC1/UjOErpRLF+/Xr27t3LjBkzSCQSqbhIS/n9fgoKCo7gCI8DQjrshg8fLm699dbU97Zti/bt24uHH364FUclNVRaWioA8cknnwghhKiurhaGYYjXX389tc7atWsFIBYsWCCEEOKDDz4QqqqK4uLi1Dp/+9vfRFZWlkgkEkIIIe666y4xYMCAtH1deeWVYvz48Uf6JZ1UamtrRa9evcSsWbPE2WefLX784x8LIeR5PN784he/EGeeeWazjzuOI4qKisRjjz2WWlZdXS28Xq/497//LYQQYs2aNQIQixcvTq3z4YcfCkVRxO7du4UQQjzzzDMiNzc3dX7r992nT5/D/ZJOWhMmTBA33HBD2rLvfOc7YsqUKUIIeS6PF4B48803U98fzfM2efJkMWHChLTxjBgxQvy///f/DutrlKRj2dSpU8XFF18s+vbtK+68887U8jfffFM0/rPtP//5j+jfv7/weDyiS5cu4o9//ON+t/3888+L7OzstGVPPvmkAERNTU1q2V133SV69eol/H6/6Natm/jVr34lkslk6vH7779fDB48OG3Ml1xyiXjsscdEUVGRaNOmjfjhD3+Y9hzp2Fd/HpvT+PfD/PnzxeDBg4XX6xXDhg1LXaNfffWVEEKIuXPnCkB89NFHYtiwYcLv94uRI0eKdevWCSHc6xFI+3r++eeb3Hfja04IIe644w6Rm5ub+t6yLHHDDTeIrl27Cp/PJ3r37i2eeOKJ/b7Gs88+W9x+++3izjvvFLm5uaKwsFDcf//9BzpU0kGqP+6nnHKK+Ne//pVa/tJLL4lBgwaJSy65REydOjW1PB6Pi9tvv13k5+cLr9crRo0aJRYtWpS2zffff1/06tVL+Hw+cc4556Sup6qqqtQ68+bNE2eeeabw+XyiY8eO4vbbbxfhcDj1eJcuXcRvf/tbcc0114jMzMzUGPb3Hri/67aqqkp8//vfF23bthWZmZni3HPPFcuWLdvvsWn8cxUKhQQg/vKXv6SWffjhh2LUqFEiOztbtGnTRkyYMEFs2rQp9fjWrVsP6mdPOjTNvUfWH++DufZefPFFMWzYMJGRkSEKCwvF1VdfLUpKSoQQbuywQ4cO4plnnknbz5dffikURRHbtm0T119//T6fmZPJpMjPzxf/+7//2+T4mxrnO++8IwCxfPny1LLHH39cnHLKKSIQCIiOHTuKW265RdTW1qYeb/xZov79+cUXXxRdunQRWVlZ4sorrxShUKjZY3m8k5noh1kymWTp0qWMGzcutUxVVcaNG8eCBQtacWRSQzU1NQC0adMGgKVLl2KaZtp569u3L507d06dtwULFjBw4EAKCwtT64wfP55QKMTq1atT6zTcRv068twfXrfeeisTJkzY51jL83h8eeeddzjttNOYNGkSBQUFnHrqqfzjH/9IPb5161aKi4vTzkV2djYjRoxIO585OTmcdtppqXXGjRuHqqosXLgwtc5ZZ52Fx+NJrTN+/HjWr19/RDL9Tkbf+ta3mD17dur2vuXLl/PZZ5+lbv2W5/L4dDTPm3zflSSXpmn8/ve/569//Su7du1qcp2lS5cyefJkrrrqKlauXMkDDzzAfffdd1ClKkpLS3nzzTfRNA1N01LLMzMzmTZtGmvWrOEvf/kL//jHP/jzn/+8323NnTuXzZs3M3fu3NQdfrJsxokrFAoxceJEBg4cyJdffsmDDz7IL37xiybXvffee3n88cdZsmQJuq5zww03AG5JgJ/97GepDPO9e/dy5ZVXtmj/27ZtY8aMGWm/UxzHoWPHjrz++uusWbOGX//61/zyl7/ktdde2++2XnjhBYLBIAsXLuQPf/gDv/3tb5k1a1YLj4R0MG644Qaef/751PfPPfcc119//T7r3XXXXbzxxhu88MILfPnll/Ts2ZPx48enyvfs3LmT73znO0ycOJFly5Zx4403cvfdd6dtY/PmzVxwwQVcfvnlrFixgldffZXPPvuM2267LW29P/7xjwwePJivvvqK++67D9j/e+D+rttJkyZRWlrKhx9+yNKlSxk6dChjx45tcdkhy7L4v//7P4C0azsSiXDHHXewZMkSZs+ejaqqXHbZZTiOs9/tNfezJx1ZLbn2TNPkwQcfZPny5bz11lts27YtVdJIVVWuvvpqXn755bTtvvTSS4waNYouXbpw4403Mn36dPbu3Zt6/L333iMajbb4fbSmpoZXXnkFSL/eVFXlySefZPXq1bzwwgvMmTOHu+6664Cv+a233uK9997jvffe45NPPtmnLN2JRN7zcZiVl5dj23ZagA6gsLCQdevWtdKopIYcx+EnP/kJo0aNStUOKy4uxuPx7HOLX2FhIcXFxal1mjqv9Y/tb51QKEQsFsPv9x+Jl3RSeeWVV/jyyy9ZvHjxPo/J83h82bJlC3/729+44447+OUvf8nixYv50Y9+hMfjYerUqanz0dS5aHiuGt9Spus6bdq0SVunW7du+2yj/rGG5WOkQ3P33XcTCoXo27cvmqZh2zYPPfQQU6ZMAZDn8jh1NM9bc++79duQpJPJZZddxpAhQ7j//vtTQZWG/vSnPzF27NhU0Kd3796sWbOGxx57bL+1hWtqasjIyEAIQTQaBeBHP/oRwWAwtc6vfvWr1P937dqVn//857zyyiv7/SM6NzeXp556Ck3T6Nu3LxMmTGD27Nn84Ac/ONiXLh0HXn75ZRRF4R//+Ac+n4/+/fuze/fuJs/3Qw89xNlnnw24nxUmTJhAPB7H7/eTkZGBrusUFRUdcJ8rV64kIyMD27ZT5cT+9Kc/pR43DIPf/OY3qe+7devGggULeO2115g8eXKz2x00aBD3338/AL169eKpp55i9uzZnHfeeS07GFKLfe973+Oee+5h+/btAMyfP59XXnmFjz/+OLVOJBLhb3/7G9OmTUslYvzjH/9g1qxZ/N///R933nknf/vb3+jRowePP/44AH369GHlypU8+uijqe08/PDDTJkyJdU3q1evXjz55JOcffbZ/O1vf8Pn8wEwZswYfvazn6WNc3/vgc1dt5999hmLFi2itLQ0Vfboj3/8I2+99Rb/+c9/0krcNXb11VejaRqxWAzHcejatWvaNXv55Zenrf/cc8+Rn5/PmjVr9lsHvbmfvfrXLh289957j4yMjLRltm2nfd+Sa6/hhEb37t158sknOf300wmHw2RkZDBlyhQef/xxduzYQefOnXEch1deeSV1bX7rW9+iT58+/POf/0z9bn7++eeZNGnSPuNrrGPHjgCpssbf/va36du3b+rxhr3munbtyu9+9ztuvvlmnnnmmWa36TgO06ZNIzMzE4BrrrmG2bNn89BDD+13LMcrGUSXTjq33norq1at4rPPPmvtoUgHaefOnfz4xz9m1qxZ8gPACcBxHE477TR+//vfA3DqqaeyatUqnn32WaZOndrKo5MOxmuvvcZLL73Eyy+/zIABA1K9BNq3by/PpSRJ0iF49NFHGTNmDD//+c/3eWzt2rVccsklactGjRrFE088gW3baZnlDWVmZvLll19imiYffvghL7300j5/5L766qs8+eSTbN68mXA4jGVZZGVl7XesAwYMSNtnu3btDrpZmXT8WL9+PYMGDUr7LD58+PAm123Yu6hdu3aAexfEwdbB7tOnD++88w7xeJx//etfLFu2jNtvvz1tnaeffprnnnuOHTt2EIvFSCaTB2wA2bi3Urt27WQfsyMkPz+fCRMmMG3aNIQQTJgwgbZt26ats3nzZkzTZNSoUallhmEwfPhw1q5dC7jvfyNGjEh73siRI9O+X758OStWrOCll15KLRNC4DgOW7dupV+/fgBpd9HVO5T3wOXLlxMOh/fpFxGLxdi8efN+n/vnP/+ZcePGsWXLFn7605/y5JNPpu6WB9i4cSO//vWvWbhwIeXl5akM9B07duw3iH64fvakr5177rn87W9/S1u2cOFCvve976W+b8m1t3TpUh544AGWL19OVVVV2jnt378/Q4YMoV+/frz88svcfffdfPLJJ5SWlqb1MLnxxhv5+9//zl133UVJSQkffvghc+bMOeBrmDdvHoFAgC+++ILf//73PPvss2mPf/TRRzz88MOsW7eOUCiEZVnE43Gi0SiBQKDJbXbt2jUVQIcT/31UlnM5zNq2bYumaZSUlKQtLykpadEsu3Rk3Xbbbbz33nvMnTs3NQsHbrOcZDK5T1flhuetqKioyfNa/9j+1snKypLZy4fB0qVLKS0tZejQoei6jq7rfPLJJzz55JPouk5hYaE8j8eRdu3a0b9//7Rl/fr1Y8eOHcDX52N/76dFRUX7/JK2LIvKysqDOufSN3PnnXdy9913c9VVVzFw4ECuueYafvrTn/Lwww8D8lwer47meWtuHXlepZPVWWedxfjx47nnnnsO2zZVVaVnz57069ePO+64gzPOOCOtOeOCBQuYMmUKF110Ee+99x5fffUV99577wGbjhmGkfa9oigHLDUgnRwaXhuKogAc0rXh8Xjo2bMnp5xyCo888giapqVlnr/yyiv8/Oc/5/vf/z4zZ85k2bJlXH/99fLaPcbccMMNTJs2jRdeeOGIlhcJh8P8v//3/1i2bFnqa/ny5WzcuJEePXqk1mt4Fw4c+ntgOBymXbt2aftbtmwZ69ev584779zvc4uKiujZsyfnn38+zz//PFdeeWXa56qJEydSWVnJP/7xDxYuXJgqlXcw1/Y3+dmTvhYMBunZs2faV4cOHdLWOdC1F4lEGD9+PFlZWbz00kssXryYN998E0g/p1OmTEmVdHn55Ze54IIL0iZprr32WrZs2cKCBQv417/+Rbdu3Rg9evQBX0O3bt3o06cPU6dO5cYbb0wr/7Jt2zYuvvhiBg0axBtvvMHSpUt5+umn9xlbYyfb+6gMoh9mHo+HYcOGMXv27NQyx3GYPXv2PjOk0tEjhOC2227jzTffZM6cOfvcVj5s2DAMw0g7b+vXr2fHjh2p8zZy5EhWrlyZ9ktt1qxZZGVlpQKBI0eOTNtG/Try3B8eY8eOZeXKlWm/lE477TSmTJmS+n95Ho8fo0aNYv369WnLNmzYQJcuXQD3l3xRUVHauQiFQixcuDDtfFZXV7N06dLUOnPmzMFxnFSWysiRI/n0008xTTO1zqxZs+jTp48s/3GYRKNRVDX9I4WmaakPUPJcHp+O5nmT77uStK9HHnmEd999d5/eAP369WP+/Plpy+bPn0/v3r2bzUJvyt13382rr77Kl19+CcDnn39Oly5duPfeeznttNPo1atXqvSCJNWrL5+RSCRSy5oqs3ggHo9nn1IILfWrX/2KP/7xj+zZswdwr/9vfetb/PCHP+TUU0+lZ8+eB8wAlo6+Cy64gGQyiWmajB8/fp/He/TogcfjSXt/M02TxYsXp/5O69evH4sWLUp73hdffJH2/dChQ1mzZs0+Ac+ePXum1X9urCXvgU1dt0OHDqW4uBhd1/fZX+Ns+/0ZPnw4w4YNS90hVFFRwfr16/nVr37F2LFj6devn+wBdIw70LW3bt06KioqeOSRRxg9ejR9+/ZtMmv7u9/9LqtWrWLp0qX85z//SZXIrJeXl8ell17K888/z7Rp05rsL3Ag9RUa6oP4S5cuxXEcHn/8cc444wx69+6deo+VGmjVtqYnqFdeeUV4vV4xbdo0sWbNGnHTTTeJnJwcUVxc3NpDO2ndcsstIjs7W3z88cdi7969qa9oNJpa5+abbxadO3cWc+bMEUuWLBEjR44UI0eOTD1uWZY45ZRTxPnnny+WLVsmpk+fLvLz88U999yTWmfLli0iEAiIO++8U6xdu1Y8/fTTQtM0MX369KP6ek8mZ599tvjxj3+c+l6ex+PHokWLhK7r4qGHHhIbN24UL730kggEAuJf//pXap1HHnlE5OTkiLffflusWLFCXHLJJaJbt24iFoul1rngggvEqaeeKhYuXCg+++wz0atXL3H11VenHq+urhaFhYXimmuuEatWrRKvvPKKCAQC4n/+53+O6us9kU2dOlV06NBBvPfee2Lr1q3iv//9r2jbtq246667UuvIc3lsqq2tFV999ZX46quvBCD+9Kc/ia+++kps375dCHH0ztv8+fOFruvij3/8o1i7dq24//77hWEYYuXKlUfvYEhSK5s6daq45JJL0pZdc801wufziYZ/ti1dulSoqip++9vfivXr14tp06YJv98vnn/++Wa3/fzzz4vs7Ox9lk+ePFlMmDBBCCHE22+/LXRdF//+97/Fpk2bxF/+8hfRpk2btOfdf//9YvDgwfsd849//GNx9tlnt/BVS8eCqVOninPOOSf1+6D+a8eOHUIIIQDx5ptvCiGEqKmpEW3atBHXXnutWLNmjZg+fbro27evAMSyZcuEEELMnTtXAKKqqiq1j/rfM1u3bhVCCPHSSy+JYDAovvrqK1FWVibi8XiTY2t8zdUbPny4uPXWW4UQQvzlL38RWVlZYvr06WL9+vXiV7/6lcjKytrvtdr4bwghhLjkkkvE1KlTW3zcpANrfNxrampETU1N6vvGx/zHP/6xaN++vfjwww/F6tWrxdSpU0Vubq6orKwUQgixfft24fF4xM9//nOxbt068dJLL4mioqK062358uXC7/eLW2+9VXz11Vdiw4YN4q233kpdL0II0aVLF/HnP/85bawteQ9s6rp1HEeceeaZYvDgwWLGjBli69atYv78+eKXv/ylWLx4cbPHpuHPVb0PPvhAeL1esWvXLmHbtsjLyxPf+973xMaNG8Xs2bPF6aefnva8rVu3CkB89dVXQoiW/exJB6+p33VC7Hu8D3TtlZaWCo/HI+68806xefNm8fbbb4vevXunncN6o0aNEoMHDxaZmZlpcat6M2fOFB6PR2iaJnbv3r3f8Td1XQghxF133SUGDhwoHMcRy5YtE4B44omXIjU1AAAQgElEQVQnxObNm8WLL74oOnTokPa8xp8lmnp//vOf/yy6dOmy3/Ecz2QQ/Qj561//Kjp37iw8Ho8YPny4+OKLL1p7SCc1oMmvhn9sxGIx8cMf/lDk5uaKQCAgLrvsMrF379607Wzbtk1ceOGFwu/3i7Zt24qf/exnwjTNtHXmzp0rhgwZIjwej+jevft+/6CRvrnGH4DleTy+vPvuu+KUU04RXq9X9O3bV/z9739Pe9xxHHHfffeJwsJC4fV6xdixY8X69evT1qmoqBBXX321yMjIEFlZWeL6668XtbW1aessX75cnHnmmcLr9YoOHTqIRx555Ii/tpNJKBQSP/7xj0Xnzp2Fz+cT3bt3F/fee69IJBKpdeS5PDbVf6hu/FX/B+3RPG+vvfaa6N27t/B4PGLAgAHi/fffP2KvW5KORU39kb5161bh8XhE49yn//znP6J///7CMAzRuXNn8dhjj+13280F0RcsWCAAsXDhQiGEEHfeeafIy8sTGRkZ4sorrxR//vOfZRD9JDB16tQmfxd8//vfF0LsG+ybP3++GDRokPB4PGLYsGHi5ZdfFoBYt26dEKJlgbx4PC4uv/xykZOTs8/fZQ01F0T/97//Lbxer9ixY4eIx+PiuuuuE9nZ2SInJ0fccsst4u6775ZB9GNAc8HHeo2PeSwWE7fffrto27at8Hq9YtSoUWLRokVpz3n33XdFz549hdfrFaNHjxbPPffcPtfbokWLxHnnnScyMjJEMBgUgwYNEg899FDq8aaC6EIc+D2wues2FAqJ22+/XbRv314YhiE6deokpkyZkpqIakpTQXTHcUTfvn3FLbfcIoQQYtasWaJfv37C6/WKQYMGiY8//lgG0VtBS4PoQhz42nv55ZdF165dhdfrFSNHjhTvvPNOk0H0Z555RgDi2muvbXJMjuOILl26iIsuuuiA428uiL5jxw6h67p49dVXhRBC/OlPfxLt2rUTfr9fjB8/Xrz44osyiN6IIoQQhze3XZIkSZIkSZIkSZKkk8FLL73E9ddfT01NjewfJEmSdBSEw2E6dOjA888/z3e+853WHs5JQ2/tAUiSJEmSJEmSJEmSdHx48cUX6d69Ox06dGD58uX84he/YPLkyTKALkmSdIQ5jkN5eTmPP/44OTk5fPvb327tIZ1UZBBdkiRJkiRJkiRJkqQWKS4u5te//jXFxcW0a9eOSZMmpZohSpIkSUfOjh076NatGx07dmTatGnougzrHk2ynIskSZIkSZIkSZIkSZIkSZIkNUNt7QFIkiRJkiRJkiRJkiRJkiRJ0rFKBtElSZIkSZIkSZIkSZIkSZIkqRkyiC5JkiRJkiRJkiRJkiRJkiRJzZBBdEmSJEmSJEmSJEmSJEmSJElqhgyiS5IkSZIkSZIkSZIkSZIkSVIzZBBdkiTpGLFt2zYURWHZsmWtPZQWOeecc/jJT35yxPfT+Lh8/PHHKIpCdXX1Ed+3JEmSJEmSJH0TR+szsyRJknRkySC6JEmSJEmSJEmSJElSA9dddx2KoqAoCoZh0K1bN+666y7i8fhBbee///0vDz744BEaZcs88MADDBkypFXHIEmSdLzTW3sAkiRJkiRJkiRJkiRJx5oLLriA559/HtM0Wbp0KVOnTkVRFB599NEWb6NNmzZHcITHJ9M0MQyjtYchSZJ0UGQmuiRJ0lHmOA5/+MMf6NmzJ16vl86dO/PQQw+lHt+yZQvnnnsugUCAwYMHs2DBgtRjFRUVXH311XTo0IFAIMDAgQP597//nbb9c845hx/96EfcddddtGnThqKiIh544IG0dRRF4X//93+57LLLCAQC9OrVi3feeSdtnVWrVnHhhReSkZFBYWEh11xzDeXl5c2+rmeeeYZevXrh8/koLCzkiiuuaNHxmD59OmeeeSY5OTnk5eVx8cUXs3nz5hY9V5IkSZIkSZKOFK/XS1FREZ06deLSSy9l3LhxzJo1K/V4Sz+bNyzn0rVrV37/+99zww03kJmZSefOnfn73/++33Ec6O+HX/ziF/Tu3ZtAIED37t257777ME0TgGnTpvGb3/yG5cuXpzLrp02bBkB1dTU33ngj+fn5ZGVlMWbMGJYvX56279/97ncUFBSQmZnJjTfeyN13352W1e44Dr/97W/p2LEjXq+XIUOGMH369NTj9aUZX331Vc4++2x8Ph9///vfycrK4j//+U/avt566y2CwSC1tbX7PR6SJEmtQQbRJUmSjrJ77rmHRx55hPvuu481a9bw8ssvU1hYmHr83nvv5ec//znLli2jd+/eXH311ViWBUA8HmfYsGG8//77rFq1iptuuolrrrmGRYsWpe3jhRdeIBgMsnDhQv7whz/w29/+Nu0DP8BvfvMbJk+ezIoVK7jooouYMmUKlZWVgPuBesyYMZx66qksWbKE6dOnU1JSwuTJk5t8TUuWLOFHP/rR/2/v/mOqrv44jr+43KHuwg2zH1fWuoy8KSHRrlhrNMtAaGuaaQ6dNCLbXGohkIl5tR/mlhBL2JwWEak5cMvaquWvVLbGLYckUnp3I8aPNkj74cbQ0gXn+xc3r3C57Cuifzwf22fj8/mc8/6cc/7hfc4+93z01ltvye/368CBA5o1a9aIxuPChQsqLCzUiRMndOTIEVksFj399NPq7+8f8ZgCAAAA19NPP/0kr9erqKiowLWR5uZXKysrU2pqqk6ePKkVK1boxRdflN/vD1k+3PwhJiZGH3/8sc6cOaPy8nJVVlbqvffekyRlZ2erqKhISUlJ6u7uVnd3t7KzsyVJixYt0rlz57R//341NjbK7XYrPT09MCfYs2ePNm/erC1btqixsVF33323tm/fHtS28vJylZWV6d1331Vzc7OysrI0b948tbS0BJUrLi5Wfn6+fD6fFixYoMWLF6u6ujqoTHV1tZ555hnFxMQMO34AcEMYAMCY6enpMePGjTOVlZWD7rW1tRlJ5sMPPwxcO336tJFkfD5fyJhPPvmkKSoqCpw/+uij5pFHHgkqM3PmTLN27drAuSTj8XgC5729vUaS2b9/vzHGmE2bNpnMzMygGL/++quRZPx+f+A5+fn5xhhj9u3bZ+x2u+np6Qk3BGH9/vvvRpL58ccfjTH/jcvJkyeNMcYcO3bMSDLnz5+/5mcBAAAAQ8nNzTWRkZHGZrOZcePGGUnGYrGYTz/9dNh6Q+XmAzmzMcY4nU6Tk5MTOO/v7zd33HGH2b59+5Dxhps/hFJaWmpmzJgROH/99ddNSkpKUJlvv/3W2O12888//wRdv+eee8z7779vjDHmoYceMitXrgy6n5aWFhQrLi7ObN68OajMzJkzzYoVK4wx/+XyW7duDSpz/PhxExkZabq6uowxxpw9e9ZYrVZTV1c34n4CwFjiTXQAGEM+n0+XLl1Senp6yDL3339/4O/JkydLks6dOydJ6uvr06ZNm5ScnKxbb71V0dHROnjwoDo7O0PGGIgzEGOoMjabTXa7PVDm1KlTOnbsmKKjowPHtGnTJGnIrVbmzJkjp9OphIQEPfvss9qzZ48uXrwYdjwkqaWlRUuWLFFCQoLsdrvi4+MlaVCfAAAAgLE0e/ZsNTU16fjx48rNzVVeXp4WLlwYuD/S3PxqV+bhERERcjgcg3L1ASOZP+zdu1dpaWlyOByKjo6Wx+MJ24ZTp06pt7dXkyZNCsr529raAvm+3+/Xgw8+GFTvyvOenh51dXUpLS0tqExaWpp8Pl/QtdTU1EFxkpKStHPnTknSJ598IqfTOeJfswLAWOPDogAwhiZMmBC2zJUf2YmIiJCkwNYmpaWlKi8v19atW5WcnCybzabVq1fr8uXLIWMMxLl6e5ThyvT29mru3LlDfjRpYGH/SjExMfrhhx9UV1enQ4cOaePGjXrjjTfU0NCg2NjYYfs7d+5cOZ1OVVZWKi4uTv39/Zo+ffqgPgEAAABjyWazacqUKZKkjz76SCkpKaqqqtKyZcskjTw3v9pIcvUB4eYP3333nZYuXao333xTWVlZuuWWW1RbW6uysrJh6/X29mry5Mmqq6sbdC9c/v7/sNlsg6698MIL2rZtm4qLi1VdXa28vLzA/AcAbja8iQ4AY8jlcmnChAk6cuTI/1W/vr5eTz31lHJycpSSkqKEhAT9/PPPo9xKye126/Tp04qPj9eUKVOCjqESYEmyWq3KyMhQSUmJmpub1d7erqNHjw77nD///FN+v18ej0fp6elKTEzU+fPnR70/AAAAwLWwWCx67bXX5PF49Pfff0sam9w83PzB6/XK6XRq/fr1Sk1NlcvlUkdHR1CZqKgo9fX1BV1zu9367bffZLVaB+X7t912myRp6tSpamhoCKp35bndbldcXJzq6+uDytTX1+u+++4L27ecnBx1dHSooqJCZ86cUW5ubtg6AHCjsIgOAGNo/PjxWrt2rV599VXt2rVLra2t+v7771VVVTWi+i6XS4cPH5bX65XP59Py5ct19uzZUW/nypUr9ddff2nJkiVqaGhQa2urDh48qLy8vEEJuCR99dVXqqioUFNTkzo6OrRr1y719/dr6tSpwz5n4sSJmjRpkj744AP98ssvOnr0qAoLC0e9PwAAAMC1WrRokSIjI7Vt2zZJY5Obh5s/uFwudXZ2qra2Vq2traqoqNDnn38eFCM+Pl5tbW1qamrSH3/8oUuXLikjI0MPP/yw5s+fr0OHDqm9vV1er1fr16/XiRMnJEkvvfSSqqqqtHPnTrW0tOjtt99Wc3Nz0Nvia9as0ZYtW7R37175/X4VFxerqalJ+fn5Yfs2ceJELViwQGvWrFFmZqbuuuuuURw5ABhdLKIDwBjbsGGDioqKtHHjRiUmJio7OzvkHohX83g8crvdysrK0mOPPSaHw6H58+ePehsH3ijp6+tTZmamkpOTtXr1asXGxspiGfyvIzY2Vp999pkef/xxJSYmaseOHaqpqVFSUtKwz7FYLKqtrVVjY6OmT5+ugoIClZaWjnp/AAAAgGtltVq1atUqlZSU6MKFC2OWmw83f5g3b54KCgq0atUqPfDAA/J6vdqwYUNQ/YULF+qJJ57Q7Nmzdfvtt6umpkYRERH6+uuvNWvWLOXl5enee+/V4sWL1dHRoTvvvFOStHTpUq1bt06vvPKK3G632tra9Nxzz2n8+PGB2C+//LIKCwtVVFSk5ORkHThwQF988YVcLteI+rZs2TJdvnxZzz///CiNFgBcHxHGGHOjGwEAAAAAAICb25w5c+RwOLR79+5Ribd7924VFBSoq6tLUVFRoxITAK4HPiwKAAAAAACAIBcvXtSOHTuUlZWlyMhI1dTU6JtvvtHhw4dHJXZ3d7feeecdLV++nAV0ADc9tnMBAFw3nZ2dio6ODnl0dnbe6CYCAAAAGMKVW77MmDFDX375pfbt26eMjIxrjl1SUqJp06bJ4XBo3bp1o9BaALi+2M4FAHDd/Pvvv2pvbw95Pz4+XlYrP4oCAAAAAAA3LxbRAQAAAAAAAAAIge1cAAAAAAAAAAAIgUV0AAAAAAAAAABCYBEdAAAAAAAAAIAQWEQHAAAAAAAAACAEFtEBAAAAAAAAAAiBRXQAAAAAAAAAAEJgER0AAAAAAAAAgBBYRAcAAAAAAAAAIIT/AajMx/bOhdF4AAAAAElFTkSuQmCC",
|
||
"text/plain": [
|
||
"<Figure size 1500x500 with 2 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"Spearman (Mannheim): -0.100\n",
|
||
"Spearman (alle Städte): -0.114\n"
|
||
]
|
||
}
|
||
],
|
||
"source": [
|
||
"#rain category\n",
|
||
"df_ma[\"rain_category\"] = pd.cut(df_ma[\"site_rain_accumulation\"], bins=[-0.1, 0, 2.5, 7.6, 50], labels=[\"No Rain\", \"Light Rain\", \"Moderate Rain\", \"Heavy Rain\"]) \n",
|
||
"\n",
|
||
"fig, axs = plt.subplots(1,2,figsize=(15, 5))\n",
|
||
"\n",
|
||
"\n",
|
||
"sns.regplot(data=df_ma, y=\"site_rain_accumulation\", x=\"channels_all\",scatter_kws={'s': 10, 'alpha':0.5}, line_kws={'color': 'red'}, ax=axs[0])\n",
|
||
"\n",
|
||
"plt.xlabel(\"rain accumulation\")\n",
|
||
"plt.ylabel(\"bike counts\") \n",
|
||
"axs[0].set_title(\"rain vs. bicycle counts (Stadt Mannheim)\")\n",
|
||
"plt.tight_layout()\n",
|
||
"\n",
|
||
"sns.violinplot( data=df_ma, x=\"rain_category\", y=\"channels_all\",palette=\"Blues\", legend = False, ax=axs[1]) \n",
|
||
"axs[1].set_title(\"Bike counts by rain category\") \n",
|
||
"axs[1].set_xlabel(\"Rain category\") \n",
|
||
"axs[1].set_ylabel(\"Bike counts\") \n",
|
||
"axs[1].grid(axis=\"y\", alpha=0.3)\n",
|
||
"plt.tight_layout() \n",
|
||
"plt.show()\n",
|
||
"\n",
|
||
"# Spearman\n",
|
||
"spearman_ma = ( df_ma[[\"channels_all\", \"site_rain_accumulation\"]] .corr(method=\"spearman\") .loc[\"channels_all\", \"site_rain_accumulation\"] ) \n",
|
||
"print(f\"Spearman (Mannheim): {spearman_ma:.3f}\") \n",
|
||
"# Gesamtdaten bereinigen \n",
|
||
"df[\"site_rain_accumulation\"] = df[\"site_rain_accumulation\"].replace([\"na\", \"NA\", \"Na\"], np.nan) \n",
|
||
"df = df.dropna(subset=[\"site_rain_accumulation\"]) \n",
|
||
"spearman_all = ( df[[\"channels_all\", \"site_rain_accumulation\"]].corr(method=\"spearman\").loc[\"channels_all\", \"site_rain_accumulation\"] ) \n",
|
||
"print(f\"Spearman (alle Städte): {spearman_all:.3f}\")"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": null,
|
||
"id": "80a7ede1",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"{2020: np.int64(1688124), 2021: np.int64(1525185), 2022: np.int64(1789267), 2023: np.int64(2262742)} 2022 vs 2021 %: 17.31475198090724 2022 vs 2023 %: -20.924833675248877\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 640x480 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"#Auswirkung df_maer Einführung df_maes 9-Euro-Tickets vom 1. Juni 2022 bis zum 31. August 2022 im Vergleich zum Jahr df_maavor undf_ma df_maanach\n",
|
||
"\n",
|
||
"#In Mannheim\n",
|
||
"\n",
|
||
"df_ma[\"t\"] = pd.to_datetime(df_ma[\"iso_timestamp\"].astype(str).str.strip(), errors=\"coerce\", utc=True)\n",
|
||
"df_ma = df_ma.dropna(subset=[\"t\"])\n",
|
||
"\n",
|
||
"\n",
|
||
"df_ma[\"metric\"] = pd.to_numeric(df_ma[\"channels_all\"], errors=\"coerce\") \n",
|
||
"\n",
|
||
"def win_sum(y):\n",
|
||
" a = pd.Timestamp(f\"{y}-06-01\", tz=\"Europe/Berlin\")\n",
|
||
" b = pd.Timestamp(f\"{y}-09-01\", tz=\"Europe/Berlin\")\n",
|
||
" return df_ma.loc[(df_ma[\"t\"]>=a) & (df_ma[\"t\"]<b), \"metric\"].sum(skipna=True)\n",
|
||
"\n",
|
||
"vals = {y: win_sum(y) for y in [2020, 2021, 2022, 2023]}\n",
|
||
"print(vals, \"2022 vs 2021 %:\", (vals[2022]/vals[2021]-1)*100, \"2022 vs 2023 %:\", (vals[2022]/vals[2023]-1)*100)\n",
|
||
"\n",
|
||
"fig, ax = plt.subplots()\n",
|
||
"bars = ax.bar([\"2020\", \"2021\",\"2022 (9€)\",\"2023\"], [vals[2020], vals[2021], vals[2022], vals[2023]])\n",
|
||
"ax.bar_label(bars, padding=3, fmt=\"%.0f\")\n",
|
||
"ax.set_title(\"Mannheim: Juni–Aug Vergleich 2021/2022/2023\")\n",
|
||
"ax.set_ylabel(\"Summe channels_all\")\n",
|
||
"plt.tight_layout()\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": null,
|
||
"id": "47cc2917",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 640x480 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"# Monatliche Beobachtungen im Jahr 2021, 2022, 2023 in Mannheim als Liniendiagramm\n",
|
||
"\n",
|
||
"years = [2021, 2022, 2023]\n",
|
||
"labels = [\"Jan\",\"Feb\",\"Mär\",\"Apr\",\"Mai\",\"Jun\",\"Jul\",\"Aug\",\"Sep\",\"Okt\",\"Nov\",\"Dez\"]\n",
|
||
"\n",
|
||
"# --- 1) vorbereiten + filtern ---\n",
|
||
"d = df_backup.copy()\n",
|
||
"d[\"t\"] = (pd.to_datetime(d[\"iso_timestamp\"], errors=\"coerce\", utc=True)\n",
|
||
" .dt.tz_convert(\"Europe/Berlin\"))\n",
|
||
"d = d[\n",
|
||
" (d[\"domain_name\"].astype(str).str.strip() == \"Stadt Mannheim\") &\n",
|
||
" (d[\"counter_site\"].astype(str).str.strip() == \"Kurpfalzbrücke\") &\n",
|
||
" d[\"t\"].notna()\n",
|
||
"]\n",
|
||
"d[\"metric\"] = pd.to_numeric(d[\"channels_all\"], errors=\"coerce\").fillna(0)\n",
|
||
"\n",
|
||
"# --- 2) Tageswerte -> Monatssummen je Jahr ---\n",
|
||
"daily = d.groupby(d[\"t\"].dt.floor(\"D\"))[\"metric\"].sum().reset_index(name=\"metric\")\n",
|
||
"daily[\"year\"] = daily[\"t\"].dt.year\n",
|
||
"daily[\"month\"] = daily[\"t\"].dt.month\n",
|
||
"daily = daily[daily[\"year\"].isin(years)]\n",
|
||
"\n",
|
||
"m = daily.groupby([\"year\", \"month\"])[\"metric\"].sum().reset_index(name=\"month_sum\")\n",
|
||
"\n",
|
||
"# Pivot für Plot (Monate 1..12 als Index, Jahre als Spalten)\n",
|
||
"sum_pivot = (m.pivot(index=\"month\", columns=\"year\", values=\"month_sum\")\n",
|
||
" .reindex(range(1, 13), fill_value=0))\n",
|
||
"\n",
|
||
"\n",
|
||
"daily = d.groupby(d[\"t\"].dt.floor(\"D\"))[\"metric\"].sum().reset_index(name=\"metric\")\n",
|
||
"daily[\"year\"] = daily[\"t\"].dt.year\n",
|
||
"daily[\"month\"] = daily[\"t\"].dt.month\n",
|
||
"daily = daily[daily[\"year\"].isin(years)]\n",
|
||
"\n",
|
||
"daily[\"is_holiday\"] = False\n",
|
||
"\n",
|
||
"m = (daily.groupby([\"year\",\"month\"])\n",
|
||
" .agg(month_sum=(\"metric\",\"sum\"),\n",
|
||
" holiday_share=(\"is_holiday\",\"mean\")) # Anteil Ferientage im Monat\n",
|
||
" .reset_index())\n",
|
||
"\n",
|
||
"sum_pivot = (m.pivot(index=\"month\", columns=\"year\", values=\"month_sum\")\n",
|
||
" .reindex(range(1,13), fill_value=0))\n",
|
||
"hol_pivot = (m.pivot(index=\"month\", columns=\"year\", values=\"holiday_share\")\n",
|
||
" .reindex(range(1,13), fill_value=0))\n",
|
||
"\n",
|
||
"\n",
|
||
"x = np.arange(1, 13)\n",
|
||
"fig, ax = plt.subplots()\n",
|
||
"\n",
|
||
"for y in years:\n",
|
||
" ax.plot(x, sum_pivot[y].to_numpy(), label=str(y))\n",
|
||
"\n",
|
||
"\n",
|
||
"ax.set_xticks(x, labels)\n",
|
||
"ax.set_xlabel(\"Monat\")\n",
|
||
"ax.set_ylabel(\"Summe channels_all\")\n",
|
||
"ax.set_title(\"Mannheim: Monatssumme + Ferienanteil\")\n",
|
||
"ax.legend()\n",
|
||
"plt.tight_layout()\n",
|
||
"plt.show()\n",
|
||
"\n",
|
||
"# Prognose berechnen für Wachstum im Jahr 2022 mit bezug ob das 9$ Ticket gedämpft hat"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": null,
|
||
"id": "6d892782",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"Städte mit Messstationen ab 2015:\n",
|
||
" \n",
|
||
"['König-Karls-Brücke Barometer', 'Wiwilibrücke', 'Thedor-Heuss-Brücke Querschnitt', 'Neckarufer', 'Erbprinzenstraße', 'Barometer Kirchheim u. Teck', 'Untere Hartmattenstraße / Hauptfriedhof', 'Kurpfalzbrücke', 'Unterführung Steinlach/Karlstraße Südseite - Steinlachallee']\n",
|
||
"28366\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<Axes: xlabel='year', ylabel='channels_all'>"
|
||
]
|
||
},
|
||
"execution_count": 26,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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|
||
"text/plain": [
|
||
"<Figure size 2000x1000 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"\n",
|
||
"grouped_df = df_backup.groupby(\"domain_name\")\n",
|
||
"print(\"Städte mit Messstationen ab 2015:\\n \")\n",
|
||
"biggest_stations = []\n",
|
||
"for name, group in grouped_df:\n",
|
||
" first_year = min(group[\"year\"])\n",
|
||
" if first_year <= 2014:\n",
|
||
" # city has station with first year before 2015\n",
|
||
" # print(group[\"domain_name\"].iloc[0])\n",
|
||
" means_2015 = group.groupby(\"counter_site\")[\"channels_all\"].mean()\n",
|
||
" \n",
|
||
" biggest_station_in_city = means_2015.idxmax()\n",
|
||
" biggest_stations.append(biggest_station_in_city)\n",
|
||
" \n",
|
||
"print(biggest_stations)\n",
|
||
"df_with_biggest = df[df[\"counter_site\"].isin(biggest_stations)]\n",
|
||
"print(len(df_with_biggest))\n",
|
||
"# remove entries from before 2015\n",
|
||
"df_with_biggest_after_2015 = df_with_biggest[df_with_biggest[\"year\"]>=2015]\n",
|
||
"len(df_with_biggest_after_2015)\n",
|
||
"fig = plt.figure(figsize=(20, 10))\n",
|
||
"\n",
|
||
"sns.barplot(df_with_biggest_after_2015, x=\"year\", y=\"channels_all\", hue=\"counter_site\")"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"id": "13aeefb6",
|
||
"metadata": {},
|
||
"source": [
|
||
"# Poster\n",
|
||
"### Einleitung\n",
|
||
"Der Radverkehr gewinnt als umweltfreundliche und flächeneffiziente Verkehrsform in Städten zunehmend an Bedeutung. Um Infrastruktur und Mobilitätsangebote bedarfsgerecht planen zu können, werden in Baden-Württemberg an zahlreichen Standorten automatische Fahrradzählstationen betrieben. Im Rahmen einer explorativen Datenanalyse werten wir Zähldaten aus mehreren Städten in Baden-Württemberg aus, mit einem besonderen Fokus auf die Stadt Mannheim. Die Analyse umfasst sowohl Tageszählwerte über den Zeitraum von 2014 bis 2024 als auch stündliche Zählwerte für ausgewählte Mannheimer Stationen. Ergänzend stehen wetterbezogene Variablen wie Temperatur, Regen- und Schneehöhe zur Verfügung. Ziel ist es, zeitliche Muster und Trends im Fahrradverkehrsaufkommen zu identifizieren. Sowohl im Tagesverlauf (z.B. Berufsverkehrsspitzen) als auch über die Jahre hinweg und den Einfluss von Standortunterschieden und Witterung auf das gemessene Radverkehrsaufkommen besser zu verstehen.\n",
|
||
"\n"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": null,
|
||
"id": "ee13f17d",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"Ausgewählte Stationen (Top 5 Städte): ['Wiwilibrücke', 'Unterführung Steinlach/Karlstraße Südseite - Steinlachallee', 'Plöck', 'Erbprinzenstraße', 'Renzstraße']\n"
|
||
]
|
||
},
|
||
{
|
||
"name": "stderr",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"/tmp/ipykernel_1589771/3805953305.py:43: SettingWithCopyWarning: \n",
|
||
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
|
||
"Try using .loc[row_indexer,col_indexer] = value instead\n",
|
||
"\n",
|
||
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
|
||
" df_with_biggest_after_2015[\"counter_site_short\"] = df_with_biggest_after_2015[\"counter_site\"]\n",
|
||
"/tmp/ipykernel_1589771/3805953305.py:49: SettingWithCopyWarning: \n",
|
||
"A value is trying to be set on a copy of a slice from a DataFrame.\n",
|
||
"Try using .loc[row_indexer,col_indexer] = value instead\n",
|
||
"\n",
|
||
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
|
||
" df_with_biggest_after_2015[\"city_station\"] = (\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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r1q2laa1atRKZmZkW6zQfgyNHjhSOjo6iTJkyonv37qJFixZCq9VK21EYO3fulOonP99//70AIEqUKCGCg4NFz549xWuvvSb0er0AIBo0aCDS09OtljPn/8knnwiZTCYaNWokevToIapXry4ACJlMJtauXWu1XEGOV3Pew4YNE3K5XDRu3FiEhYWJevXqiStXrgghhPjss88EAOHv7y9ee+010bNnTxEcHCydK507dxYmk8lq/atXrxZ2dnYCgKhSpYoICwsTjRs3FjKZTLz33nu51pt5+rvvvitkMplUpipVqggAQqFQ2NzeQYMGSedH69atRY8ePUSDBg2k8/zdd9+1WmbFihVCJpMJmUwm6tWrJ3r06CHat28vgoKChJ2dnRg5cqSU1mg0itdee00AEI6OjuL1118XYWFhokWLFlJdHz9+3CL/opxTQggxdOhQ6Rw1HyuVK1cWdnZ24v333xcARHBwsNVyz8p5UdTvkeDgYOl7Ui6Xi0qVKomePXuKJk2aSPvxvffeK1RZ8hIXFycdozt37rSY16VLlzzX9+DBA2k//vvvv3mux7xd33//fZ7pzPuiX79+4r333hNDhgwRH374oVi7dq3Na0NxMt9D2DoOv/nmG2l/1axZU4SFhYmGDRtK9TVp0iSrZczbPnToUKHRaISfn5/o0aOHaNWqlXSt6dq1q81rTX7M6509e7YYOnSoePvtt8Xnn38ujh49WpRNF0L8dz23s7MT27dvL9AyZ8+eFeHh4cLLy0sAEK1bt7b4jtuzZ4+Utly5ckKlUomaNWuK9u3bi86dO4tKlSpJ18A1a9ZY5W80GkXHjh2t7jH8/PyERqMRb7/9ttU9xvTp03O9D3v//fct8jdfe+Ryuahbt67o1q2bqFevnpDJZMLOzk58++23harDb7/9VgAQffr0yTXNjBkzpP1Xr149ERYWJurUqSMAiLFjx1rdRwjx3/1F6dKlRfv27YVKpRKvvfaaCAsLE9WqVZPSffzxx9J3aKNGjURYWJioUaOGtF+XLVtmVZ6Hz+WzZ88KrVYrvL29xcGDB63Sm+91y5UrJwCIRo0aWdTxunXrpLQ3b94UVatWFQCEq6uraNGihejUqZP0/eLn5yd9Lz+KS5cuSd8JY8aMyTVdcd8TCiHEqVOnhKOjowAgAgMDRefOnUW3bt1EgwYNhF6vF9WrV5fSFvRYLuy9WEHvTXPbBiGEOHz4sHB1dZWOyx49eoiQkBDpvr5169YiIyPjsdRlfnK790pMTBRNmzYVAIRerxfBwcGia9euIjAwUAAQbm5u4tixYwVej/neUa/Xi1OnThVomcL8DrCzsxM6nU7Url1bdO7cWbRv316ULVtW+k24b98+q/yL8rvx/fffF40aNRIARLly5SzKM336dKt1dO3aVQAQP/74Y4HrioiI6HnCwDgREREVyvr166UHCw8//BBCiBYtWggAYvz48dK0LVu2CJlMJtzd3cWuXbss0p88eVKULFlSABAREREW88wP0ezs7MSGDRtslie3wHhiYqLYsGGDVRkzMzPFuHHjBADRpk0bq/wKGxg3MwcWbT1cz8/o0aOlQNjNmzel6SkpKaJDhw7Sw5+Ht/FJ1mte5s2bJwAIHx8fce7cOWm6wWAQI0eOlMr7cGD85MmTQq1WC41GI3777TeLeVeuXJEepK5cuTLfMly9elX4+PgIAGLBggUW8/78809x69Ytq2X2798vHB0dhVKpFDdu3LCYZ35wZ36w9+DBA2nevXv3pIfM06ZNs1gurweI+R1LMTExws3NTchkMrFw4UJhNBqleXfv3hXNmzcXgPXLDeZjEID46KOPLF5AOXXqlPQgbv/+/TbXa0thAuNnzpwRBw4csJp+79490apVKwFAzJw502q+OX9nZ2erB+/m8/iVV16xWq4gx6s5b0dHR5tlEyL7ga6th5o3b96UgvOrV6+2mBcTEyMcHBwEADFnzhyLedu3b5ceBucVGNdqtWLHjh0W82bOnCkFXGNjYy3mRUREiEuXLlnld+7cOemcPnTokMU8f39/AcAiIGUWGxtr8RB4165dUqAvMTHRKv2RI0fE3bt3LaYV5ZzasGGD9DD54Qe7s2fPlurn4Wvms3ReFPV7xBx0snXNiIiIkAL1W7ZsKXBZ8vLBBx9I1+SHy2oOAOX28oIQQgrY/PHHH3mup7CBcVt/Pj4+YvPmzQXfuCcst8D4yZMnhUKhEDKZTHz33XcW8/78808pyL1161aLeTm3/e233xZZWVnSvNOnTwsPDw8BQCxatKjQZc2tTgGIkJAQcfv27ULnmZSUJEqUKCEFVps2bSo+++wzsWnTJnHnzp08lzUfDw+/jJHTunXrxL1792xOVygUws3NTaSmplrMW7BggRQUPHPmjDQ9KytLetnG1j1GQe7DvvnmGwFAlC9fXpw4ccJi3q5du4SDg4NQqVQiKioq9w1/SJ8+fQQA8b///c/m/GPHjgk7OzthZ2dn9TLU6tWrpZcvcguMAxAlS5YU58+ft8p78+bNAoDQaDRWx+LSpUsFAKFUKsXp06ct5j18Lo8fP14AEJ9//nme25rbPbCZyWSSgm+DBg2y+I7JysqSXkpo1qxZnuvJT0pKiqhWrZoAIFq0aGFxvX/Ys3BPOGDAAAFATJkyxaocqampVvfwBTmWi3ovlt+9aW7bkJ6eLi371ltvWbycdunSJeHn52f1+0+IotdlfnK79+rVq5cAINq1a2d1fzV37lwBQAQEBOR5zOR07do16T5QoVCINm3aiBkzZoht27blG8zPr66FEOLnn38WycnJFtNMJpP43//+JwCIypUrW71IVdTfjeZ9YevF5YfNmTNHOo+JiIheRAyMExERUaFkZWUJb29vAUD8+uuvFvOuXr0qPeDL2YquXr16AoDNlkFCZD8YBLLfqM/J/EBh4MCBuZYnt8B4fnx9fYVcLrcKDD3twHhqaqr0wMVWsCAmJkYKvj28jU+yXvNibsmwePFiq3kZGRnSQ/aHH7z06NFDABCzZs2yme/hw4cFAFGrVq0815+QkCC1OMurlZAt5mDWww+wzQ+L7O3tbT5A/fnnnwUA0bx5c4vpjxIYNwezhg0bZnP+jRs3hFKpFB4eHhYPxczHYK1atWy2OnzrrbcEAPHpp5/azNeWnIHx3P5yexCe0/nz5wUAUadOHat55nzmz59vNS89PV04OTkJAOLatWsW8wpyvJrzLsw25/TXX38JAKJbt24W06dMmSIAiPr169tcLueLILmVadSoUTaXrV27tgAgpk6dWuByLl682OZxr9PphJOTU4HyMF8Xcuv1o7ByO6fMAexx48bZXM7cWvLha+azdF7kJ7fvEXPQqWbNmjaXMweHWrZs+chl2LZtm9Ra3FbLroCAAAFALFmyJNc8zC3g82sZVtDA+Jw5c8S8efPE6dOnRWJiooiNjRVbt26VWlsrlco8g6lPU26BcXPPDZ07d7a5nLkHi4f3ofk49PHxEWlpaVbLffXVV1JgprB69eol1q9fL65cuSLS0tJEVFSUWLBggXBzcxMARNWqVW2uMz/nzp2T7ice/qtRo4b4+uuvbQaRChIYz0tYWJgAIDZt2mQxvXz58gKA+Prrr62WSUtLk+5BCxsYNxqN0rH+zz//2Exjfmnp4VbmealcubIAIP7++2+b8wcOHCgAiLCwMJvzzS0z8wqMP/xyhpm594/ceoQw9+4zZMgQi+kPn8ujRo2yme5h+QXGzYH6GjVqWLwUYmY0GqVeUwra+tYW8/1kmTJlrF7kKoyndU/Ypk0bAaDALZUf5WVbIfK+FytqYNzcQt3X19dmzx9r1qwRAISDg4PFdaiodZkfW/deZ86cETKZTPj6+tp88U+I//bF77//XuB1HThwQFSoUMHq+iiXy0XDhg3Fzz//bHO5ggTG89KgQQMBWPbm8ii/GwsTGDffF+d2H0NERPS8U4CIiIioEBQKBcLDwzFjxgx8++236Nq1qzRv+fLlMJlMCA4ORvny5QEAd+/exeHDh6HVahEaGmozT/PYZvv377c5P+c6CuvEiRPYsWMHoqOjkZKSIo0jbDAYYDKZcPHiRdSsWbPI+T+qY8eOISkpCe7u7ggJCbGa7+3tjVatWmHjxo0W04urXm/cuIHLly8D+G9s2pxUKhW6du2KefPmWUw3mUzYvHkzAKBHjx42865duzb0ej2OHz+O9PR0aDQaqzSZmZno2LEjzpw5g549e2LGjBk284qPj8emTZtw+vRpJCQkSGPnXrhwAQByHbevdu3a8PHxsZpesWJFACjSOIi52bRpE4Dc66NEiRIICAjAmTNncOHCBbzyyisW89u1a2dzfMVHLWt4eLjN6eZzGgCMRiMiIiKwf/9+xMTEIC0tDSL7pVsAudcvAJvHq1qtRtmyZXH8+HHcvHkTpUqVskpTkOM1vzQZGRnYunUrjhw5gjt37iAjIwNCCCQlJdkst3kcyN69e9vMLzw83OpYt5XGln79+uGff/5BREQExo8fbzEvOTkZmzdvxvHjx3H37l1kZmYCAGJiYmyWs27duoiIiEC/fv0wcuRI1KxZE3K53OZ6g4KCYGdnh2+//RavvPKKNM5ufgpzThkMBum6k1vd9erVy+YYw8/ieVHU75F+/frZzC88PByzZ8/G3r17YTQaYWdnV+gyAcCpU6fQrVs3GI1GDB8+HGFhYUXK53F79913LT47ODigZcuWaNGiBTp16oQNGzZg1KhRiIyMLJ4CFoD53O/fv7/N+YMGDcKCBQuwZ88em/uwe/fuNr/DwsPDMXz4cFy4cAG3bt2Cr69vgcu0atUqi88BAQEICAhAmzZtULNmTZw6dQqLFi3CqFGjCpwnAAQGBuLgwYM4fPgwNm3ahEOHDuHYsWOIi4tDZGQkhg4dit9++w2bNm2CSqUqVN4AcOvWLWzatAnnzp3DgwcPYDAYAAD//vsvgOxrR5s2bQBkn58XL14EAPTp08cqL41Gg+7du2P+/PmFLsfx48dx69YtlCtXDrVq1bKZJr/7JlvMYxC7ubnZnG8eiz23a2Hv3r2xZs2aPNfRpUsXq2kGgwH79u0DkPdx+scff2Dnzp155t+rVy8sWLAAS5YsgdFoxBdffAFXV9c8l7HFfP3u0qULFArrx41yuRxNmjTB6dOnsX//flSpUqXQ65g1axZ++eUXaLVarFu3Ltd6z6m47wnr1q2LP//8E0OHDsXkyZMRHBxs8/pQWI9yL1ZY5mtiz549oVarreZ37twZLi4uSEhIwNGjR9GoUSOL+U/j/vrPP/+EEAKvv/46HBwcbKZp2rQp/vzzT+zfvx/t2rUrUL7169fHv//+i127dmHLli04cuQIjh07hgcPHmD//v3Yv38/Nm/ejBUrVhSp3BcvXsSWLVtw8eJFJCUlSWO1m68t58+fR6VKlQAU/XdjYZnPK3MZiIiIXjQMjBMREVGhDRw4EDNmzMDWrVtx8+ZNlChRAkII6YHAoEGDpLTR0dEQQiAtLc3mg5Sc4uLibE738/MrdBlTUlLQt29frFu3Ls90iYmJhc77cbpx4waAvLfR39/falpx1au5vO7u7tDr9QXONz4+XqprW0FPW+lLlChhMU0Igf79+2PXrl0IDg7GihUrbAbAlixZgnfffRcpKSm55p/bfi9durTN6Y6OjgCA9PT0fMteUOYXDF599dV808bFxVkFAJ9UWfN7sHfhwgV06tRJCmrYktd5VdRyF+R4zSvNwYMH0aNHD1y7di3XNA+X23y82zoH85pekDTm6eZ1mP3+++8YMGAA4uPjC1zOhQsXol27dvj+++/x/fffw8HBAXXq1EHz5s3Rt29fizovV64c5s6dizFjxmDYsGEYNmwYypQpgwYNGqBdu3bo1q2bVfCrsOfU3bt3pf2Y2z7JbfqzdF486vdIfvs+LS0N8fHx8PT0LHCZzM6dO4cWLVrg/v37GDBgQK4vaJiDA3ntu+TkZAD/1dGTIpPJMHnyZGzYsAEnTpzA9evXC/R9sH79eqxfvz7PNB07dkTHjh0fT0HxX5Amt31Yrlw5ANnHk619mNtyDg4OcHNzQ3x8PG7cuAFfX1/s3bsXS5cutUpb0G3y9/fHgAED8OWXX+L333+3CIzbCpi6u7tj1qxZVtPr1q2LunXrAsj+vj1+/Di++OIL/Pzzz9i+fTvmzZuHMWPG5FuenCZPnoypU6dKgUhbcp4/BbnHKMh11xbzteXSpUs27x1yyu2+yZYHDx4AyP38ye8+L7/vNk9PT+h0Oqvp8fHx0vUsv+M0v6BjnTp1sHHjRgwaNAjffvstNm7ciPnz5xf6ZRtzHU+YMAETJkzIM21h6thsx44d+PDDDwEA33zzTYFebH0W7gnHjBmDvXv3Yvv27QgJCYFSqUT16tXRpEkT9OzZE3Xq1ClQPjk96r1YYeV3TZTJZPD390dCQoLN4+1p3F+bj79ly5Zh2bJleaYt7PEnl8vRrFkzNGvWDED2SwkHDhzAp59+im3btmHlypVo27YtunXrVuA8jUYjhg0bhsWLF0svM9hi6xpZ2N+NhWXeLwkJCY+cFxER0bOIgXEiIiIqtFdeeQWvvvoq9uzZg++++w7jxo3Dzp07ceXKFTg5OVm02jS3rNPr9TZbvBSEVqst9DLjxo3DunXrUKFCBXz++eeoU6cO3N3dpYBPw4YNceDAgTwfRNhi3p7iVlz1apbXQ2Vb83LWW24taHOyFez/8MMP8dNPP6FSpUpYv369zTRHjx7Fm2++CTs7O8yYMQOhoaEoXbo0dDodZDIZvvnmG7z55pu57vfcWtk+CeY66dq1K+zt7fNMa6tF1NMsa05du3bFv//+i3bt2mHs2LGoVKkSHB0doVQqkZmZme+LGkUtd0GO19zSpKamomPHjoiNjcWAAQMwdOhQlC9fHo6OjrCzs0NUVBQCAwMLfT14HHKu8+bNm+jRowfS0tIwduxY9O7dG35+ftDr9ZDL5di6dStat25tVc6KFSvi/Pnz2Lp1K/7++2/s378fe/bswd9//41PP/0Uy5Yts2h9OXz4cHTv3h0bN27E3r17sXfvXvz888/4+eefMXHiROzZs0dq2fWo51RucruGPEvnxZP6HsmpKMtGRUWhefPmuHPnDvr164elS5fmWp9+fn44duxYri+EJCYmSg/di/KyVGGZWwcC2Q/4CxIYj4yMxMqVK/NM4+fn91gD40+Ded9fvHjR5vYVZpvM9frwiza28i1TpozNwHhOMpkMQUFB+Omnn5CamoqNGzdi/fr1hQqMr127FpMmTYJer8eCBQvQvHlz+Pr6QqvVQiaTYfz48Zg+ffpTu+6ary3e3t5o3bp1nmnd3d0LnK+zszPi4uLyDULmdo7mF6R/lHu1wnj99dcRFRWFGTNmYObMmejVqxeioqIwceLEAudhruPGjRtLQfncVK5cuVDlu3r1Knr27Amj0YiRI0fa7FHgYc/KPaFOp8O2bdtw5MgRbNmyRWpl/M8//2DOnDl4++238b///a9QeT7qvdjT9jTuWc3HX40aNVC9evU809arV++R1mVnZ4fGjRtj8+bNqFu3Lo4dO4b169cXKjA+b948LFq0CN7e3pgzZw4aNmwILy8vqTeBXr164aeffiqWe1PzCz8uLi5Pfd1ERERPAwPjREREVCSDBg3Cnj17sHz5cowbNw7ffvstgOwu9nI+xDM/9JbJZPj222+fWjBv9erVAIBffvkF1apVs5pv7j7xYeaAh7lr5YddvXr1MZUwm7lV9JUrV3JNY2tecdWrubxxcXFISUmxGbiyVV53d3dotVqkpaVh1qxZhXroDGS3iJ05cyZ8fX2xefNmODs720z366+/QgiB4cOHY+zYsVbzc9vvxaFUqVK4cOECPvjgA9SuXbu4i1Mg586dw8mTJ+Hp6Yl169ZZdZX6LNVvTrt370ZsbCyCgoKka1VOuZW7RIkSOHfuXK7nZ17nrVl0dDRq1KiR67IlS5aUpv3+++9IS0tDp06dbA4TkFf9KhQKtGnTRuqSODExEXPmzMHkyZPx5ptvolOnThbnq5eXF4YMGYIhQ4YAyN63AwcOxIEDB/Dhhx9KAbWinFNubm5Qq9XIyMjA1atXpS5AbW3/w56l86Ko3yNm0dHRNqebt12j0RSoG+CH19msWTPExMSgT58+WL58eZ7X/6CgIKxduxb//POPzfnm6fb29lat75+EnD0h5NbV7cMmTZqESZMmPaES2VaiRAlcunQJly9fttnds7llokajsdnldG77PikpSaoD87nfv3//XLvCLihzng/X6eMIqJi75b17926hljOfP1OnTsUbb7xhNd/W+WO+x7h79y6Sk5NtthovyHXXFvN9k5ubW5G7PLbF09MTcXFxufbyUaJECVy+fBlXrlwp1LUwPzmvs5cvX7Z5jTIfpw/3wJMbvV6Pzz77DK+99hqaN2+OKVOm4K233oKXl1eBljfXcYcOHTB69OgCbkn+0tLS0LlzZ9y9exfBwcH5vthh9qzdE9apU0dqHW4wGLB+/Xr069cPCxcuRNeuXaXWyPkpjnsx8zFkPqZsMV/3Cnq8PW7m469Ro0ZYsGDBU1mnnZ0dmjdvjmPHjhX5Grl48WK0b9/ean5e18jC/m4sLPP1rKDnPhER0fOmeJqZEBER0XOvW7ducHR0xIULF/DHH39g7dq1ACy7UQcAX19fVKtWDUlJSdiyZctTK9+9e/cAZLeMethff/2V68ML8wOHs2fPWs27ffs2jh079hhLCdSqVQt6vR53797F1q1brebHxsbanF5c9VqqVCmpVeFPP/1kNT8zMxO//fab1XQ7Ozu0bNkSwH8Pggpq48aNGDFiBBwcHLBp06Zcu2ME8t7v6enpNsv2pJhfsjCPp/qw119/HUDh66M4mevX19fX5vihP/zww9MuUoGYy53bsZNbuYODgwFYj+1r9t133+W77u+//z7P6eYxbXOW09bxK4TAjz/+mO/6zBwdHTFp0iQ4OzsjNTUVUVFReaavUKECPvjgAwCwGPu5KOeUUqlEgwYNACDXMtu6fgDP1nlR1O8Rs9yOK/Nx07hxY5vnUW4uXbqEZs2a4datW+jTpw9WrlyZ70tR5hbH+/bts9lq3Lx/QkNDoVQqC1yWovr5558BZB+fgYGBT3x9RWU+L3MLoJpfsHn11Vdt7sNff/0VGRkZVtPN53358uUfW/DIZDJJ54u5K/SCKkjg3Hzc5HyJB8j/Oy6v8+fOnTvYtm2b1fSSJUuibNmyAGxfOzIyMvDrr7/aXF9+5TH3+HDmzJk8u58urKCgIADAmTNnbM5v0qQJgNyvhYW5ruekUCjQuHFjAPkfpwUNuJo1bdoUXl5eMBgMFi95FPS+xhyQflzefPNNHDt2DCVLlsTq1asLfN18lu4JH6ZQKNC1a1ep94Kc37sFPbeKci+WX965MV8Tf/nlF5vdnq9btw4JCQlwcHBArVq1CpX342I+/jZu3PjYhj4qrmvkv//+a3FMmBX1d2NBypPT6dOnpfURERG9iBgYJyIioiLR6XTS2IMDBw5EWloaqlatanOcvClTpgAABgwYgN9//91qvhAChw4dyvWHfFGYuxX96quvLKafP38eb731Vq7LtWjRAgAwY8YM3L9/X5oeFxeHfv36SWOxPi5arVZqSfXuu+8iJiZGmpeWloahQ4ciLS3N5rLFUa8AMGLECADAxIkTLYJtJpMJ48aNw/Xr120uN3HiRKhUKowZMwYrV6602S396dOnpZcsAODw4cMICwuDXC7HmjVrbLa8zcm831euXGnR6j89PR1vv/12rq34ngTzA7LcHsCPGTMGzs7OmDNnDmbPno3MzEyrNNHR0c9UsPmVV16BnZ0dTp06hYiICIt5v//+O+bOnVs8BcuH+bjYsWOHVfDim2++wS+//GJzuUGDBkGv1+PAgQOYP3++xbyIiAgsWrQo33V//fXXVnU1d+5cHD58GA4ODhYvE5nLuWbNGotrgdFoxCeffIL9+/db5Z+amoo5c+bYHC9zz549uH//Puzs7KTj8e+//8aff/5pNeavEAJ//PEHAMuHtEU9p8zXifnz5+PgwYMW8+bNm4dDhw7ZXO5ZOi+K+j1idvToUcycOdNi2t69e6Uuc999990ClyU6OhrNmjXDzZs30bdv3wIFxYHs7oo7dOgAo9GIQYMGWXyfbN68GStWrIBcLse4ceMKXJa8REZGYuPGjVYP3k0mE5YtW4bx48cDyD4+nkYgvqhGjhwJhUKB9evXWx1rW7duxeLFiwEg11axt27dwujRo2E0GqVpZ8+exaeffgqgcPseyH455/z581bT79y5g969eyMyMhJKpRLDhw8vVL4LFy5EeHi4zWuLEAJr166VWl727NnTYn5+33Hm8+ebb76xOI8fPHiA8PBwqaveh5nHSJ80aRLOnTsnTTcajRg9ejRu3bplczlzeS5cuGBzTHOlUomJEydCCIFOnTph7969VmmMRiP+/vtvq2tWXsxB5wMHDticP2zYMMjlcvz888/YsGGDxby1a9c+UnD2/fffB5D9PbNjxw6LeStWrMDGjRuhVCoxcuTIXPO4d++e1f3YoUOHEBsbC7lcbjFecX77vEOHDqhTpw4OHz6MAQMG2PxeSkhIwKJFiwocmJ0/fz6+//57qNVqrF27Fp6engVaDnh27gkXLlxo8/y9ffu21GtHzu/d/I7lR7kXy28f5qZbt24oXbo0bt26hffee89i/0VHR0vH4vDhw6WuwJ+2mjVrokuXLrh+/To6d+5ss+V0SkoKVq1ahdjY2ALl+dFHH2H48OE4efKk1TyDwYDFixdjzZo1AIp+jfzf//5ncQ7GxMSgX79+Ns+RR/ndaC5Pbi/x5GT+TmjevHm+aYmIiJ5LgoiIiKiIDh8+LABIf19++WWuaefNmycUCoUAIMqXLy/atm0revXqJVq2bCk8PT0FAPHBBx9YLFOmTBkBQERHR+ea78SJEwUAMXHiRIvpv/32m5DJZAKAqFq1qujZs6do3ry5UCqVonnz5qJhw4YCgNi5c6fFcgkJCdJ6PT09RYcOHUSLFi2Ek5OTqFq1qujYsaMAIJYvX26x3M6dOwUAERwcXICas5ScnCzq1q0rAAi9Xi9CQ0NFt27dhLe3t3BzcxP9+vWzuY1CPLl6zYvBYBCvv/66ACDUarUICQkRPXv2FOXKlRNarVa8/fbbAoAYMmSI1bKrV68WOp1OABAlS5YUrVq1Er179xavv/66KFmypAAgevToIaVv3ry5ACD8/f1FeHh4rn9mOfefm5ub6Nixo+jSpYvw9PQUDg4OYuTIkQKAxTJCCLF8+XKb082io6MFAFGmTJkCTRdCiAULFkj7tHPnzmLQoEFi0KBB4ty5c1KaXbt2CXd3d+l4a968uejdu7do166dKFeunAAg6tWrZ5FveHi4zWOwoNtii/n4LcjPA3MdyuVyERwcLMLCwkRQUJAAID7++ONc88kv/+DgYJvnZEGO14KUvUOHDgKAUKlUolWrVqJnz56iQoUKQiaTiY8++ijX/fjTTz8JOzs76VoSFhYmmjRpImQymXj33Xfz3d5Ro0YJmUwmmjRpIsLCwkTVqlUFAGFnZyd+/fVXi2WysrJErVq1pOOmbdu2onv37qJMmTJCqVSKDz74wOo6k5CQIO2P6tWri65du4qwsDDRoEED6Rr4ySefSOnnzp0rAAhHR0fRtGlT0atXL9GpUyepnp2cnMTx48ct8i/KOSWEEG+88Ya0rU2bNhVhYWGiSpUqws7OTqq7li1bWi33rJwXRf0eMR/LI0aMEHK5XFSuXFmEhYWJ4OBgIZfLBQAxcuTIApdDCCFq1qwpXXP79u2b67Vwz549VsvGxsaKgIAAAUD4+PiI7t27i6ZNm0rbNm/ePJvr/OOPP0S9evWkPwcHBwFAlCtXzmJ6TuvWrRMAhIuLi3jttddEr169RJs2bUTp0qWlcyIsLExkZWUVavufFPM9hK3v7sWLF0v7KygoSPTq1Us0atRIqrdJkyZZLWM+Dt966y2h0WiEv7+/6Nmzp2jdurVQqVQCgOjUqZMwmUyFKqf5+hUQECA6dOggevXqJRo3biz0er0AIHQ6nVi9enWht998PQAgPDw8RKtWraR95ufnJ83r06ePMBqNFsv+8ccf0jW1Xbt2YuDAgWLQoEFi3759QgghLl++LJydnQUAUaJECdGlSxfRvn174eTkJHx8fMTAgQNt3tsYjUYRGhoq5d26dWvRs2dP4e/vLzQajRg6dGiu53Lt2rUFABEYGCh69+4tBg0aZHUPNGbMGGm7KleuLDp06CB69uwpmjZtKpX366+/LnAd3r59WyiVSuHj4yMMBoPNNNOmTZPWWb9+fdGrVy/pvu/999+X9m1Oed1f5GT+3pXJZKJx48aiV69e0neynZ2dWLZsmdUy5mvU999/Lz777DPh6uoqWrZsKcLCwsRrr70m3VeOGjXKYrkTJ04IuVwu5HK5aNGihRgwYIAYNGiQ2LBhg5Tm5s2bokaNGgKAsLe3Fw0bNhQ9e/YUnTt3FjVq1JC+T9PS0vKt27Nnz0plKVeuXJ73gc/yPWH16tWle9nQ0FDRu3dv0apVK6HVagUA0bx5c6trYn7HclHvxfK7N83ruDt8+LBwdXWV5vfo0UO0adNGaDQaAUC0bt1aZGRkPJa6zE9u25eYmChee+016fpRp04d0b17d9GtWzdRp04d6Tp89uzZAq3HXM/m61ibNm1Er169ROvWrYW3t7c0b9y4cVbL5lfXBw8elMpTvnx50b17dxESEiK0Wq2oXLmy6NSpk837mqL+bszIyBC+vr4CgKhZs6bo16+fGDRokJg5c6ZFuszMTOHu7i40Go2Ij48vUD0RERE9bxgYJyIiokdiDvKoVCpx9+7dPNOeOnVKvPHGGyIgIEBoNBqh0+lE2bJlRevWrcX8+fPFzZs3LdI/SmBcCCF2794tXnvtNeHu7i50Op2oUqWKmDp1qsjIyMg1CCeEEDdu3BD9+vUTnp6eQqVSCX9/fzFmzBiRlJSUa/DlUQLjQgiRkpIiJkyYIMqVKydUKpXw8vISvXv3FtHR0XluoxBPpl7zk5mZKWbOnCkqVaok1Gq1cHd3F506dRKnTp0Sn376aa4PiYTIfgj27rvviipVqgh7e3uh0WhEmTJlRNOmTcXnn38uLl68KKU176f8/nKKi4sTb7/9tihXrpxQq9XC19dX9OnTR1y4cCHXB3RPIjBuNBrF9OnTReXKlaWHhraOudjYWDFhwgQRFBQkHBwchEqlEiVLlhQNGzYUEydOFCdPnrRIX9yBcZPJJJYtWyZq1aol9Hq9cHJyEo0bNxY///yzECL3h5X55f+kA+OZmZniiy++EFWrVhU6nU64urqKVq1aia1bt+b7YHbPnj2idevWwtHRUeh0OlGzZk2xePHiAm/v119/LWrUqCG0Wq1wdHQUISEhUvDoYUlJSWL8+PEiMDBQaDQa4enpKTp27Cj++ecfm9eZrKwssWjRIhEWFiYqVKggnJychFarFeXKlRNdunQRO3bssMj/4sWLYtKkSeK1114TpUuXFhqNRri4uIhq1aqJDz/8UFy/ft2qTEU5p4TIPlaWLFkigoKChEajEc7OzqJVq1Zi9+7d4rvvvpOCpLY8C+eFEEX7Hsk5fceOHeK1116T9kvt2rXFihUrClUGIf47D/L7y237Hzx4ID788EMREBAg1Gq1cHV1FSEhIWL79u25rtNcZ4W5/l6+fFmMGjVKNG7cWJQoUUJoNBqhVqtF6dKlRdeuXcWmTZsKve1PUl6BcSGyAxddu3YV3t7eQqFQCDc3N9G2bVuxdetWm+lzHofHjh0ToaGhws3NTajValG5cmUxZ86cIr0UsHbtWtGnTx9RpUoV4e7uLhQKhXBwcBA1atQQ77//vrh8+XKh8xQiO4i0fv16MXz4cFG3bl1RsmRJoVQqpWtIWFiY2Lx5c67Lm89v8wtvDx+D0dHRonfv3qJ06dJCrVaLMmXKiLfeekvcvn07z3ubrKwsMXv2bOkew83NTXTo0EFERkbmeS5fvXpV9OrVS/j4+EgBVVvX9X379onevXuLMmXKCLVaLRwcHMQrr7wiOnbsKJYuXSru3btXqHrs1auXACD+/PPPXNOsXbtWNGrUSNjb2wsHBwfRuHFjsX79erF7924BQDRo0MAifWEChps3bxZt2rQRbm5uQqFQCG9vb9GtWzdx6NAhm+lzBsZXrFgh/P39hU6nE3K5XDg7O4smTZqIFStW2HyBY926daJRo0bCwcFBeknk4X2Ynp4uFi1aJJo1ayaVydPTU9SoUUO888474q+//sp3m4SwvDcpzF9Oz8I94R9//CGGDh0qatasKTw8PKTvs6ZNm4qVK1eKzMxMq3XkdywX9V4sv3vT/I67a9euiXfeeUeULVtWqFQq4eDgIBo0aCC+/vprm9e2px0YN2/jjz/+KNq0aSO8vLyEUqkUbm5uokqVKmLAgAFi3bp1Nuvclrt374qff/5ZDBkyRAQFBUn7w97eXlSoUEEMHDhQ7N+/P9dy5Pc74OTJk6J9+/bCx8dHaDQaERAQIMaOHSsSExPzvK8p6u/GU6dOifbt2wsPDw/pxa+Hv//Wrl0rAIgBAwYUqI6IiIieRzIhHuPAP0RERET00mvevDl27tyJ3377DZ07dy7u4hAVC5lMBgCPdZzVF8nAgQOxfPlyzJ49G++9915xF4fosejfvz9WrlyJ5cuXo3///sVdHHpKjhw5grp166Jz586F7hr9008/xcSJEzF8+HCrITuIyFpqairs7e2h0+mQkpJS3MV54YSGhmLTpk04duxYvkNYERERPa84xjgRERERFVpkZKTV2L+ZmZmYNGkSdu7cCU9PT7Rp06aYSkdEz4J///3X6qG1yWTCkiVLsGLFCmg0GoSFhRVT6YiIHo86deqgV69eWLdunc2xiC9cuICEhASr6Rs3bsT06dMhk8kQHh7+NIpK9Nw7ePAgACAwMLCYS/LiOXLkCP744w+Eh4czKE5ERC80RXEXgIiIiIieP6NGjUJkZCSqV68OHx8fJCQk4NSpU4iJiYFGo8HKlSuh0WiKu5hEVIy++OILrF69GjVr1kSJEiWQkpKCM2fO4MqVK7Czs8PChQvh4+NT3MUkInpkM2fOxIYNGzB+/Hj88ccfFvNWrVqFadOmoWbNmihVqhSysrJw/vx5nD9/HgAwadIk1KpVqziKTfTcWL9+PVauXIlt27YBAAYMGFDMJXrxjBs3Dg4ODpg+fXpxF4WIiOiJYmCciIiIiAptyJAhWLVqFU6ePInDhw9DCAFfX18MHDgQ77//PipVqlTcRSSiYtajRw8kJibi6NGjiIyMhMFggKenJ3r06IFRo0ahfv36xV1EIqLHokSJEkhOTrY5LyQkBBcuXMDBgwdx9uxZpKenw83NDaGhoXj77bcREhLylEtL9PyJjIzEH3/8gTJlymDIkCEYNmxYcRfphbN9+/biLgIREdFTwTHGiYiIiIiIiIiIiIiIiIjohcYxxomIiIiIiIiIiIiIiIiI6IXGrtSLmclkwq1bt+Dg4ACZTFbcxSEiIiIiIiIiIiIiIiIiei4IIZCUlARfX1/I5Xm3CWdgvJjdunULpUqVKu5iEBERERERERERERERERE9l65fv46SJUvmmYaB8WLm4OAAIHtnOTo6FnNpiIiIiIiIiIiIiIiIiIieD4mJiShVqpQUc80LA+PFzNx9uqOjIwPjRERERERERERERERERESFVJAhq/PuaJ2IiIiIiIiIiIiIiIiIiOg5x8A4ERERERERERERERERERG90BgYJyIiIiIiIiIiIiIiIiKiFxrHGH9OGI1GZGVlFXcxiIgoFyqVCnI53zcjIiIiIiIiIiIiInoWMTD+jBNC4Pbt27h//35xF4WIiPIgl8vh7+8PlUpV3EUhIiIiIiIiIiIiIqKHMDD+jDMHxT09PaHT6SCTyYq7SERE9BCTyYRbt24hJiYGpUuX5rWaiIiIiIiIiIiIiOgZw8D4M8xoNEpBcTc3t+IuDhER5cHDwwO3bt2CwWCAUqks7uIQEREREREREREREVEOHAz1GWYeU1yn0xVzSYiIKD/mLtSNRmMxl4SIiIiIiIiIiIiIiB7GwPhzgF3yEhE9+3itJiIiIiIiIiIiIiJ6djEwTkRERERERERERERERERELzQGxomIiIiIiIiIiIiIiIiI6IXGwDjRM87Pzw9ffvnlU1lX//790bFjx6eyrkcxadIk1KhRo7iLQURERERERERERERERM8JBsaJCikuLg5Dhw5F6dKloVar4e3tjdatW2Pfvn1SGplMhvXr1z+R9T/JvOfNm4cVK1ZIn5s2bYpRo0blu1x0dDR69eoFX19faDQalCxZEh06dMC5c+cAAFeuXIFMJkNkZGShy2Rre0ePHo0dO3YUOi8iIiIiIiIiIiIiIiJ6OSmKuwBEz5suXbogMzMTK1euRNmyZREbG4sdO3YgPj6+uIv2yJycnAq9TFZWFlq2bInAwECsXbsWPj4+uHHjBjZv3oz79+8//kIC0Ov10Ov1TyRvIiIiIiIiIiIiIiIievGwxThRIdy/fx979uzBjBkz0KxZM5QpUwZ169bFuHHj0L59ewDZXZ8DQKdOnSCTyaTPly5dQocOHeDl5QW9Xo86depg+/btFvnfuXMHoaGh0Gq18Pf3x6pVqyzm55b3w8wttFevXo1XX30VWq0WderUQVRUFI4cOYLatWtDr9fj9ddfR1xcnLRczq7U+/fvj127dmHevHmQyWSQyWS4cuWK1br+/fdfXLp0CQsXLkT9+vVRpkwZNGrUCFOmTEH9+vUBAP7+/gCAmjVrQiaToWnTpgCAI0eOoGXLlnB3d4eTkxOCg4Nx7NixfLf34a7UTSYTPv30U5QsWRJqtRo1atTAli1brOpj7dq1aNasGXQ6HapXr44DBw5Iaa5evYrQ0FC4uLjA3t4elStXxp9//gkAiIiIgEwmw44dO1C7dm3odDo0bNgQ58+fl5YvyP718/PDlClT0K9fP+j1epQpUwYbN25EXFwcOnToAL1ej2rVquGff/6xWG7v3r3SfixVqhRGjBiBlJQUm/ueiIiIiIiIiIiIiIiIrDEwTlQI5pbK69evR0ZGhs00R44cAQAsX74cMTEx0ufk5GS0adMGO3bswPHjxxESEoLQ0FBcu3ZNWrZ///64fv06du7ciTVr1mDhwoW4c+dOvnnnZuLEifj4449x7NgxKBQK9OrVC2PHjsW8efOwZ88eXLx4EZ988onNZefNm4cGDRpgyJAhiImJQUxMDEqVKmWVzsPDA3K5HGvWrIHRaLSZ1+HDhwEA27dvR0xMDNauXQsASEpKQnh4OPbu3YuDBw8iICAAbdq0QVJSUqG2d968eZg9ezZmzZqFkydPonXr1mjfvj0uXLhgke6jjz7C6NGjERkZiVdeeQVhYWEwGAwAgHfeeQcZGRnYvXs3Tp06hRkzZli1Sv/oo48we/Zs/PPPP1AoFBg4cKA0ryD7FwDmzp2LRo0a4fjx42jbti369u2Lfv36oU+fPjh27BjKlSuHfv36QQgBIDvgHhISgi5duuDkyZP45ZdfsHfvXgwbNsxmXRAREREREREREREREZENgorVgwcPBADx4MEDq3lpaWnizJkzIi0trRhKRrlZs2aNcHFxERqNRjRs2FCMGzdOnDhxwiINALFu3bp886pcubL46quvhBBCnD9/XgAQhw8fluafPXtWABBz584tVN7R0dECgFi6dKk07aeffhIAxI4dO6Rp06dPF4GBgdLn8PBw0aFDB+lzcHCwGDlyZL7bsWDBAqHT6YSDg4No1qyZ+PTTT8WlS5esynP8+PE88zEajcLBwUH8/vvv0jRb2ztx4kRRvXp16bOvr6+YOnWqRZo6deqIt99+22L9Oevj33//FQDE2bNnhRBCVK1aVUyaNMlmuXbu3CkAiO3bt0vTNm3aJADkeX7m3L9CCFGmTBnRp08f6XNMTIwAICZMmCBNO3DggAAgYmJihBBCDBo0SLzxxhsW+e7Zs0fI5XJeG54xvGYTERERERERERERET1decVaH8YW40SF1KVLF9y6dQsbN25ESEgIIiIiEBQUhBUrVuS5XHJyMkaPHo2KFSvC2dkZer0eZ8+elVoUnz17FgqFArVq1ZKWqVChApydnYtc1mrVqkn/9/LyAgBUrVrVYlrOFulF9c477+D27dtYtWoVGjRogF9//RWVK1fGtm3b8lwuNjYWQ4YMQUBAAJycnODo6Ijk5GSrVtZ5SUxMxK1bt9CoUSOL6Y0aNcLZs2ctpuWsDx8fHwCQtn/EiBGYMmUKGjVqhIkTJ+LkyZNW68pr+fz2r608ctsnOfM9ceIEVqxYIfVWoNfr0bp1a5hMJkRHR+dbP0RERERERERERERERMSu1ImKRKPRoGXLlpgwYQL279+P/v37Y+LEiXkuM3r0aKxbtw7Tpk3Dnj17EBkZiapVqyIzM/OJlVOpVEr/l8lkNqeZTKbHsi4HBweEhoZi6tSpOHHiBF599VVMmTIlz2XCw8MRGRmJefPmYf/+/YiMjISbm9sTqxNb9WHe/sGDB+Py5cvo27cvTp06hdq1a+Orr74q8PIF3b8F2Sc5801OTsabb76JyMhI6e/EiRO4cOECypUr9wi1QURERERERERERERE9PJgYJzoMahUqRJSUlKkz0ql0mq87X379qF///7o1KkTqlatCm9vb1y5ckWaX6FCBRgMBhw9elSadv78edy/f98iH1t5PykqlapI65LJZKhQoYJUJyqVCgBs1smIESPQpk0bVK5cGWq1Gnfv3rVIk9/2Ojo6wtfXF/v27bPKu1KlSoUqd6lSpfDWW29h7dq1eP/997FkyZICL5vf/i2qoKAgnDlzBuXLl7f6M9crERERERERERERERER5Y2BcaJCiI+PR/PmzfHDDz/g5MmTiI6Oxq+//oqZM2eiQ4cOUjo/Pz/s2LEDt2/fRkJCAgAgICAAa9eulVr89urVy6K1dmBgIEJCQvDmm2/i0KFDOHr0KAYPHgytVmtRBlt5Pyl+fn44dOgQrly5grt379psXR4ZGYkOHTpgzZo1OHPmDC5evIhly5bh22+/lerE09MTWq0WW7ZsQWxsLB48eAAgu06+//57nD17FocOHULv3r2LtL1jxozBjBkz8Msvv+D8+fP48MMPERkZiZEjRxZ4W0eNGoW//voL0dHROHbsGHbu3ImKFSsWePn89m9RffDBB9i/fz+GDRuGyMhIXLhwARs2bMCwYcMeOW8iIiIiIiIiIiIiIqKXBQPjRIWg1+tRr149zJ07F02aNEGVKlUwYcIEDBkyBAsWLJDSzZ49G9u2bUOpUqVQs2ZNAMCcOXPg4uKChg0bIjQ0FK1bt0ZQUJBF/suXL4evry+Cg4PRuXNnvPHGG/D09LRIYyvvJ2X06NGws7NDpUqV4OHhYXPs75IlS8LPzw+TJ09GvXr1EBQUhHnz5mHy5Mn46KOPAAAKhQLz58/H4sWL4evrKwXMly1bhoSEBAQFBaFv374YMWJEkbZ3xIgReO+99/D++++jatWq2LJlCzZu3IiAgIACb6vRaMQ777yDihUrIiQkBK+88goWLlxY4OULsn+Lolq1ati1axeioqLw6quvombNmvjkk0/g6+v7yHkTERERERERERERERG9LGRCCFHchXiZJSYmwsnJCQ8ePICjo6PFvPT0dERHR8Pf3x8ajaaYSkhERAXBazYRERERERERERER0dOVV6z1YWwxTkRERERERERERERERERELzQGxomIiIiIiIiIiIiIiIiI6IXGwDgREREREREREREREREREb3QGBgnIiIiIiIiIiIiIiIiIqIXGgPjRERERERERERERERERET0QmNgnIiIiIiIiIiIiIiIiIiIXmgMjBMRERERERERERERERER0QuNgXEiIiIiIiIiIiIiIiIiInqhMTBOREREREREREREREREREQvNAbG6bnn5+eHL7/88rHmOWnSJNSoUQMAUKNGDUyaNMliftOmTTFq1KinXi7KW2pqKrp06QJHR0fIZDLcv38fwH/7IjIyEjKZDFeuXJGWuXLlCmQyGSIjI4ulzM+aotRHzvPlcVixYgWcnZ0fOR+ZTIb169cD4H4mIiIiIiIiIiIiInrZMTBOj11cXByGDh2K0qVLQ61Ww9vbG61bt8a+ffukNDkDVo9bfnmvWLECMpksz7+uXbtix44dAIAdO3Zg9OjRhS7HkSNH8MYbbxR1M55ZuQVBixJ47N+/Pzp27PjYyrZy5Urs2bMH+/fvR0xMDJycnAD8ty+qVKmCmJgYlCpV6rGts7hER0ejV69e8PX1hUajQcmSJdGhQwecO3cOQNEDwaVKlUJMTAyqVKnyBEpNRERERERERERERERUPBTFXQB68XTp0gWZmZlYuXIlypYti9jYWOzYsQPx8fHFXTQAQI8ePRASEiJ97ty5M6pUqYJPP/1Umubh4QE7OzsAgJubW5HW4+Hh8WgFpQLLzMyESqXCpUuXULFiRaugbs594e3t/cjrMxqNkMlkkMuL592irKwstGzZEoGBgVi7di18fHxw48YNbN68WWolX1R2dnaPpY6IiIiIiIiIiIiIiIieJWwx/hwRQiA101Asf0KIApXx/v372LNnD2bMmIFmzZqhTJkyqFu3LsaNG4f27dsDyO7WGgA6deoEmUwmfb506RI6dOgALy8v6PV61KlTB9u3b7fI/86dOwgNDYVWq4W/vz9WrVplMT+3vHPSarXw9vaW/lQqFXQ6nfT5ww8/RJcuXSyWGTVqFJo2bWoxzWAwYNiwYXBycoK7uzsmTJhgUU8Pd6Uuk8mwdOlSdOrUCTqdDgEBAdi4caNFnhs3bkRAQAA0Gg2aNWuGlStXWnQJDgB79+7Fq6++Cq1Wi1KlSmHEiBFISUmxWO+0adMwcOBAODg4oHTp0vjmm2+s6uFJM3eH/ddff6FixYrQ6/UICQlBTEwMgOyW5ytXrsSGDRuklvoREREAgOvXr6N79+5wdnaGq6srOnToYNH9ubml+dSpU+Hr64vAwEA0bdoUs2fPxu7duyGTyaT9ZasHAWdnZ6xYscJi2uXLl9GsWTPodDpUr14dBw4csNqWjRs3olKlSlCr1bh27ZrNLvU7duyI/v37S58Lsj/279+PGjVqQKPRoHbt2li/fn2erb3//fdfXLp0CQsXLkT9+vVRpkwZNGrUCFOmTEH9+vUBAP7+/gCAmjVrWtQHACxduhQVK1aERqNBhQoVsHDhQmnewy3NIyIiIJPJsGPHDtSuXRs6nQ4NGzbE+fPnbZYNyG6h37JlS7i7u8PJyQnBwcE4duyYRZr79+/jzTffhJeXFzQaDapUqYI//vjDIk1ux05B15Gf06dP4/XXX4der4eXlxf69u2Lu3fvSvNNJhOmT58Of39/aLVaVK9eHWvWrCnUOoiIiIiIiIiIiIiI6NnAFuPPkbQsIyp98lexrPvMp62hU+V/uOj1euj1eqxfvx7169eHWq22SnPkyBF4enpi+fLlCAkJkVpmJycno02bNpg6dSrUajW+++47hIaG4vz58yhdujSA7IDorVu3sHPnTiiVSowYMQJ37tzJN+8nYeXKlRg0aBAOHz6Mf/75B2+88QZKly6NIUOG5LrM5MmTMXPmTHzxxRf46quv0Lt3b1y9ehWurq6Ijo5G165dMXLkSAwePBjHjx+36sL90qVLCAkJwZQpU/Dtt98iLi4Ow4YNw7Bhw7B8+XIp3ezZs/HZZ59h/PjxWLNmDYYOHYrg4GAEBgY+sfqwJTU1FbNmzcL3338PuVyOPn36YPTo0Vi1ahVGjx6Ns2fPIjExUSq7q6srsrKy0Lp1azRo0AB79uyBQqHAlClTEBISgpMnT0KlUgHI7uLe0dER27ZtAwD4+Pjgww8/xOnTp7F27VopXUF99NFHmDVrFgICAvDRRx8hLCwMFy9ehEKhkLZlxowZWLp0Kdzc3ODp6VngvPPaH4mJiQgNDUWbNm3w448/4urVq/mOX+/h4QG5XI41a9Zg1KhRNo/zw4cPo27duti+fTsqV64s1ceqVavwySefYMGCBahZsyaOHz+OIUOGwN7eHuHh4XnWz+zZs+Hh4YG33noLAwcOtBgeIaekpCSEh4fjq6++ghACs2fPRps2bXDhwgU4ODjAZDLh9ddfR1JSEn744QeUK1cOZ86csdiOvI6dgqwjP/fv30fz5s0xePBgzJ07F2lpafjggw/QvXt3/P333wCA6dOn44cffsCiRYsQEBCA3bt3o0+fPvDw8EBwcHC+6yAiIiIiIiIiIiIiomcHA+P0WCkUCqxYsQJDhgzBokWLEBQUhODgYPTs2RPVqlUD8F+31s7OzhZdNlevXh3Vq1eXPn/22WdYt24dNm7ciGHDhiEqKgqbN2/G4cOHUadOHQDAsmXLULFiRWmZ3PJ+EkqVKoW5c+dCJpMhMDAQp06dwty5c/MMjPfv3x9hYWEAgGnTpmH+/Pk4fPgwQkJCsHjxYgQGBuKLL74AAAQGBuL06dOYOnWqtPz06dPRu3dvKXAaEBCA+fPnIzg4GF9//TU0Gg0AoE2bNnj77bcBAB988AHmzp2LnTt3PvXAeFZWFhYtWoRy5coBAIYNGyZ1Wa/X66HVapGRkWGxr3744QeYTCYsXboUMpkMALB8+XI4OzsjIiICrVq1AgDY29tj6dKlFgFwnU4HlUpVpH0/evRotG3bFkD2CwyVK1fGxYsXUaFCBWlbFi5caHGMFlRe++PHH3+ETCbDkiVLoNFoUKlSJdy8eTPP46hEiRKYP38+xo4di8mTJ6N27dpo1qwZevfujbJlywL471xwc3OzqI+JEydi9uzZ6Ny5M4DsluVnzpzB4sWL8wyMT506VQoGf/jhh2jbti3S09OlYy6n5s2bW3z+5ptv4OzsjF27dqFdu3bYvn07Dh8+jLNnz+KVV14BAKncZnkdOwVZR37MLwZMmzZNmvbtt9+iVKlSiIqKQpkyZTBt2jRs374dDRo0kMq4d+9eLF68mIFxomdchjEDKrlK+h4hIiIiIiIiIiIiYmD8OaJV2uHMp62Lbd0F1aVLF7Rt2xZ79uzBwYMHsXnzZsycORNLly616GL6YcnJyZg0aRI2bdqEmJgYGAwGpKWl4dq1awCAs2fPQqFQoFatWtIyFSpUgLOzc1E365HUr1/f4oF7gwYNMHv2bBiNxlxbqptfDgCyA7uOjo5Si/fz589LAX+zunXrWnw+ceIETp48adGFvBACJpMJ0dHR0ksCOdcjk8ng7e1t0bI+p1WrVuHNN9+0mr5582a8+uqrNpcpKJ1OJwU2gexW3bmVw+zEiRO4ePGiVavf9PR0XLp0SfpctWrVQrcKz0vOOvPx8QGQ3XW/OTCuUqks0hQ174f3x/nz51GtWjWLAPPD+92Wd955B/369UNERAQOHjyIX3/9FdOmTcPGjRvRsmVLm8ukpKTg0qVLGDRokEXg3WAwwMnJqcDbkLN+zL055BQbG4uPP/4YERERuHPnDoxGI1JTU6VzOTIyEiVLlpSC4rbkd+zkt478nDhxAjt37oRer7ead+nSJWRlZSE1NdWqLjMzM1GzZs0CrYOInr4MYwZuJd9CTHIMHFQO8LL3govaBUo7ZXEXjYiIiIiIiIiIiIoZA+PPEZlMVqDuzJ8FGo0GLVu2RMuWLTFhwgQMHjwYEydOzDMwPnr0aGzbtg2zZs1C+fLlodVq0bVrV2RmZj69ggOQy+VWY6pnZWU9lryVSssH8zKZDCaTqcDLJycn480338SIESOs5uUMUBZmPe3bt0e9evWsppcoUcJmekdHRzx48MBqunkc9JwBVlvlyG+8+uTkZNSqVctq/Hjgv1bQQPaLBQVha5229mfOsppfeMhZZ1qt1qrlYUGPlUfd77lxcHBAaGgoQkNDMWXKFLRu3RpTpkzJNTCenJwMAFiyZInVPs9v2IH86ien8PBwxMfHY968eShTpgzUajUaNGggnctarTbfbcvv2MlvHflJTk5GaGgoZsyYYTXPx8cHp0+fBgBs2rTJ6lywNUQEERUvkzDhbtpdXE28igcZD6BX6XEv4x7upN6BXqWHj70PXDWu0KusX4YhIiIiIiIiIiKil8PzEWWl516lSpWwfv166bNSqYTRaLRIs2/fPvTv3x+dOnUCkB24unLlijS/QoUKMBgMOHr0qNSy+vz581JANq+8C8PDw0MKiplFRkZaBeoOHTpk8fngwYMICAgo8rjmgYGB+PPPPy2mHTlyxOJzUFAQzpw5g/LlyxdpHbY4ODgUaExms8DAQNy4cQOxsbHw8vKSph87dgwajcZmC+LcqFQqq30VFBSEX375BZ6ennB0dCxwXrnx8PBATEyM9PnChQtITU195Hxt5W00GnH69Gk0a9aswHkEBgbihx9+QEZGhhRwfXi/F4RMJkOFChWwf/9+AJBa0+esXy8vL/j6+uLy5cvo3bt3oddRUPv27cPChQvRpk0bAMD169dx9+5daX61atVw48YNREVF5dlq/FHWkZ+goCD89ttv8PPzk8aRz6lSpUpQq9W4du0au00nesYlZibieuJ1xKbGQmmnhJe9F+QyORzgAJMwITkzGVEJUVDbqeGudYeHzgPOamco5LwNJiIiIiIiIiIiepnIi7sA9GKJj49H8+bN8cMPP+DkyZOIjo7Gr7/+ipkzZ6JDhw5SOj8/P+zYsQO3b99GQkICgOzxsteuXYvIyEicOHECvXr1smiRGhgYiJCQELz55ps4dOgQjh49isGDB1u1PrWVd2E0b94c//zzD7777jtcuHABEydOtAqUA8C1a9fw3nvv4fz58/jpp5/w1VdfYeTIkYVen9mbb76Jc+fO4YMPPkBUVBRWr16NFStWAPivhe4HH3yA/fv3Y9iwYYiMjMSFCxewYcMGDBs2rMjrLazWrVsjMDAQYWFh2L9/Py5fvow1a9bg448/xsiRIwv1YoCfnx9OnjyJ8+fP4+7du8jKykLv3r3h7u6ODh06YM+ePYiOjkZERARGjBiBGzduFLq8zZs3x4IFC3D8+HH8888/eOutt6xeciiq5s2bY9OmTdi0aRPOnTuHoUOHWr2okR/zcf7GG2/g7Nmz+OuvvzBr1iwAyHVs3MjISHTo0AFr1qzBmTNncPHiRSxbtgzffvutdJ55enpCq9Viy5YtiI2NlVr5T548GdOnT8f8+fMRFRWFU6dOYfny5ZgzZ07RK+IhAQEB+P7773H27FkcOnQIvXv3tjhPg4OD0aRJE3Tp0gXbtm1DdHQ0Nm/ejC1btjy2deTnnXfewb179xAWFoYjR47g0qVL+OuvvzBgwAAYjUY4ODhg9OjRePfdd7Fy5UpcunQJx44dw1dffYWVK1cWqj6I6MnINGbi6oOrOBV3CrEpsXDVuMJV4wq57L/bW7lMDke1I3z0PtApdbidehsn404i8k4kbibfRGrW43lRioiIiIiIiIiIiJ59DIzTY6XX61GvXj3MnTsXTZo0QZUqVTBhwgQMGTIECxYskNLNnj0b27ZtQ6lSpaTxeufMmQMXFxc0bNgQoaGhaN26NYKCgizyX758OXx9fREcHIzOnTvjjTfegKenp0UaW3kXRuvWrTFhwgSMHTsWderUQVJSEvr162eVrl+/fkhLS0PdunXxzjvvYOTIkXjjjTcKvT4zf39/rFmzBmvXrkW1atXw9ddf46OPPgLwX9fN1apVw65duxAVFYVXX30VNWvWxCeffAJfX98ir7ewFAoFtm7ditKlSyMsLAxVqlTBxIkTMXLkSHz22WeFymvIkCEIDAxE7dq14eHhgX379kGn02H37t0oXbo0OnfujIoVK2LQoEFIT08vUgvy2bNno1SpUnj11VfRq1cvjB49GjqdrtD52DJw4ECEh4ejX79+CA4ORtmyZQvVWhzI7pr+999/R2RkJGrUqIGPPvoIn3zyCQBYjDueU8mSJeHn54fJkyejXr16CAoKwrx58zB58mTpmFEoFJg/fz4WL14MX19fKWA+ePBgLF26FMuXL0fVqlURHByMFStWwN/f/xFqwtKyZcuQkJCAoKAg9O3bFyNGjLA6T3/77TfUqVMHYWFhqFSpEsaOHVuonh4Kso68+Pr6Yt++fTAajWjVqhWqVq2KUaNGwdnZGXJ59lfjZ599hgkTJmD69OmoWLEiQkJCsGnTpsdaV0RUeCZhQlxqHE7FncKF+xeyW4nrvfIdR1yj0MBT5wl3rTsyjBk4G38Wx+8cR1RCFBLSE2ASjz7EBRERERERERERET27ZCK/AX/piUpMTISTkxMePHhgFfRLT09HdHQ0/P39cw2Q0Ytt6tSpWLRoEa5fv17cRaGnaNWqVRgwYAAePHhQqFbQVLx4zSZ68pIzk3E96Tpup9yGQq6As8bZooV4YQghkGZIQ1JmEmSQwUXjAm97b7hoXKC2Uz/mkhMREREREREREdGTkFes9WEcXJHoGbJw4ULUqVMHbm5u2LdvH7744oun2k06FY/vvvsOZcuWRYkSJXDixAl88MEH6N69O4PiRET/L8uYhZiUGFxPuo50Qzpcta5Q2akeKU+ZTAadUgedUocsYxaSMpMQnxYPe6U9PO094aZxg6PKMddhLYiIiIiIiIiIiArDaDIiOSsZWoX2kZ9tUdEwME70DLlw4QKmTJmCe/fuoXTp0nj//fcxbty44i4WPWG3b9/GJ598gtu3b8PHxwfdunXD1KlTi7tYRETFTgiB+PR4XEu8hntp9+CgdoC33vuxr0dpp4Sr1hVCCKRkpSD6QTRuJN2Aq8YVnjpPuGhcoJTn3VU7ERERERERERHRwwwmA5Izk/Eg4wHupN1BmiENAc4B8NH7FHfRXkrsSr2YsSt1IqIXA6/ZRI9XSlZKdrfpybchk8vgqnEtcrfpRZFpzERiZiIMRgMcVA7wtveGm9YN9kr7p1YGIiIiIiIiIiJ6/hhMBiRlJuF+xn3cTbuL5MxkmGCCVqFFalYqKrlVgq/et7iL+cJgV+pERERE9FzKMmXhdvJtXEu6hnRjOlw1j95telGo7FRw17rDJExIzkxGVEIUNEkauGvc4aHzgLPaGXZyu6deLiIiIiIiIiIievbYCoYLCGgVWrhqXaGQZ4dk07PSi7mkLzcGxomIiIio2AkhcC/9Hq4nXcfdtLvQq/Tw1jz+btMLSy6Tw1HtCEe1I9IN6YhJiUFMSgwcVY7w0fvAReMCrUJb3MUkIiIiIiIiIqKnzGbLcGGCTqmzCIbTs4N7hIiIiIiKVWpWKq4nXUdMSgxkMhm87L2earfpBaVRaKBRaKQfPWfiz0Cr0MJT5wkPrQcc1Y7PZLmJiIiIiIiIiOjxyBkMj0uNQ3JWMoQQDIY/J7h3iIiIiKhYGEwGxKbG4lriNaRmpcJF6wK1nbq4i5UvhVwBF40LhBBINaTieuJ13Ey+CWe1M7ztvYut+3ciIiIiIiIiInr8DCYDEjMTs1uGp961CIa7a9053N5zhIFxIiIiInqqhBBIyEjAtcRriE+Lh06lg7e++LtNLyyZTAZ7pT3slfbIMmYhMTMR8WnxsFfaw8veC25aNzgoHSCTyYq7qEREREREREREVAhZpiyLluGpWakQQkCr0jIY/hxjYJyIiIiInprUrFTcSL6BmOQYCAh46DxeiB8SSjsl3LRuMAkTUrJScPn+ZVxPug43jRs8dZ5w1jhDKVcWdzGJiIiIiIiIiCgXeQXD3bRuL8QzrJcdB0Gk556fnx++/PLL4i6GBZlMhvXr1z/RdUyaNAk1atR4out4Uq5cuQKZTIbIyMgnkn///v3RsWPHJ5L382L37t1o0KAB9Ho9ypYti//973/FXSQieskZTAbcSr6Fk3EncT3xOvQq/QsTFM9JLpPDQeUAb7039Co94tLicDLuJI7HHsf1xOtIyUop7iISEREREREREdH/yzJl4V76PVx+cBnHYo/hxJ0TuHL/CkwwwU3rBi+9FxxVji/cM6yXFQPj9NjFxcVh6NChKF26NNRqNby9vdG6dWvs27dPSvMkA8cFzfvhdFlZWQgLC0OJEiVw+vTpJ1K2F82kSZMgk8ms/ipUqFCs5Zo3bx5WrFhRrGUojIiICMhkMty/f/+x5Hf37l20b98etWrVQmRkJBYuXIiPPvoIu3fvfiz5ExEVVkJ6Av6N/xdn4s/ABBO87L2gUWiKu1hPnNpODQ+dBzztPWEQBpxPOI/IO5E4d+8c4tPiYTQZi7uIREREREREREQvnSxTFuLT4nH5PoPhLxt2pU6PXZcuXZCZmYmVK1eibNmyiI2NxY4dOxAfH1/cRctVamoqunTpggsXLmDv3r3w9/cvUj6ZmZlQqVSPVJasrCwolc9PV6uVK1fG9u3bLaYpFLlfWjIzM59YWYxGI2QyGZycnJ7YOopTQY+vAwcOIDk5GbNnz4ZarYZGo0GlSpWwZcsWNGnS5CmUlIgoW5ohDTeTbuJWyi2YhAkeOg8o5C/f7adcJoeT2glOaiekGdIQkxyDmOQYOKmd4G3vDReNC7QKbXEXk4iIiIiIiIjohZVlykJiRiLup9/H3fS77Cb9JcUW488TIYDMlOL5E6JARbx//z727NmDGTNmoFmzZihTpgzq1q2LcePGoX379gCyuz4HgE6dOkEmk0mfL126hA4dOsDLywt6vR516tSxCrjeuXMHoaGh0Gq18Pf3x6pVqyzm55Z3fmVu2bIlbt26ZREUj4+Pl1qQ63Q6VK1aFT/99JPFsk2bNsWwYcMwatQouLu7o3Xr1lb5Z2ZmYtiwYfDx8YFGo0GZMmUwffp0ab5MJsPXX3+N9u3bw97eHlOnTsWKFSvg7Oxskc/69eshk8ms8v/+++/h5+cHJycn9OzZE0lJSdI8k8mE6dOnw9/fH1qtFtWrV8eaNWvyrZPCUCgU8Pb2tvhzd3eX5vv5+eGzzz5Dv3794OjoiDfeeEOad+7cOTRs2BAajQZVqlTBrl27pHnmVtSbNm1CtWrVoNFoUL9+fYvW/OZ62rhxIypVqgS1Wo1r165ZdaXetGlTjBgxAmPHjoWrqyu8vb0xadIki3xstXzPmWbp0qWoWLEiNBoNKlSogIULF0rzzF3Dr127Fs2aNYNOp0P16tVx4MABKc3Vq1cRGhoKFxcX2Nvbo3Llyvjzzz9x5coVNGvWDADg4uICmUyG/v37S+W2dXzNmTMHVatWhb29PUqVKoW3334bycnJ0rri4+Oh1+uhVquxc+dOBAUFoXv37ujXr5/Fvstrm4iIHoXRZMTtlNs4eeckriRegb3S/qUNij9Mq9DC094TrlpXpBpScebuGRyPPY6LCRfxIOMBTMJU3EUkIiIiIiIiInohmFuGX0q4hGOxx3Ay7iSuJl2FgGDL8JcUn04+T7JSgWm+xbPu8bcAlX2+yfR6PfR6PdavX4/69etDrVZbpTly5Ag8PT2xfPlyhISEwM4u+4KTnJyMNm3aYOrUqVCr1fjuu+8QGhqK8+fPo3Tp0gCyx46+desWdu7cCaVSiREjRuDOnTv55p2b27dvIzg4GHq9Hrt27bIIRqenp6NWrVr44IMP4OjoiE2bNqFv374oV64c6tatK6VbuXIlhg4datFVfE7z58/Hxo0bsXr1apQuXRrXr1/H9evXLdJMmjQJn3/+Ob788ksoFAr8/fffeVf0/7t06RLWr1+PP/74AwkJCejevTs+//xzTJ06FQAwffp0/PDDD1i0aBECAgKwe/du9OnTBx4eHggODi7QOh6HWbNm4ZNPPsHEiRMtpo8ZMwZffvklKlWqhDlz5iA0NBTR0dFwc3OzSDNv3jx4e3tj/PjxCA0NRVRUlNSqPjU1FTNmzMDSpUvh5uYGT09Pm2VYuXIl3nvvPRw6dAgHDhxA//790ahRI7Rs2RI9evRASEiIlDYiIgJ9+/ZFo0aNAACrVq3CJ598ggULFqBmzZo4fvw4hgwZAnt7e4SHh0vLffTRR5g1axYCAgLw0UcfISwsDBcvXoRCocA777yDzMxM7N69G/b29jhz5gz0ej1KlSqF3377DV26dMH58+fh6OgIrVZrUe6Hjy+5XI758+fD398fly9fxttvv42xY8faDGzPnz8fPXv2xKhRoyymF3SbiIgK6376fVxPuo7Y1FholVp423vbfLHrZaeQK+CicYFQC6QaUnEt8RpuJt+Es8YZ3rrsVuQqu0frhYaIiIiIiIiI6GWTZcxCYub/twxPu4sUQwoAQKfUwV3nDrmMbYZfZgyM02OlUCiwYsUKDBkyBIsWLUJQUBCCg4PRs2dPVKtWDQDg4eEBAHB2doa3t7e0bPXq1VG9enXp82effYZ169Zh48aNGDZsGKKiorB582YcPnwYderUAQAsW7YMFStWlJbJLe/cjBw5EmXLlsW2bdug0+ks5pUoUQKjR4+WPg8fPhx//fUXVq9ebREYDwgIwMyZM3Ndx7Vr1xAQEIDGjRtDJpOhTJkyVml69eqFAQMG5Fveh5lMJqxYsQIODg4AgL59+2LHjh2YOnUqMjIyMG3aNGzfvh0NGjQAAJQtWxZ79+7F4sWLH1tg/NSpU9Dr9RbT+vTpg0WLFkmfmzdvjvfff1/6fOXKFQDAsGHD0KVLFwDA119/jS1btmDZsmUYO3aslHbixIlo2bIlgOwgccmSJbFu3Tp0794dQHbX8wsXLrQ4dmypVq2aFJgPCAjAggULsGPHDrRs2RJarVYKRl+6dAnvvPMOpk2bJq134sSJmD17Njp37gwA8Pf3x5kzZ7B48WKLIPLo0aPRtm1bAMDkyZNRuXJlXLx4ERUqVMC1a9fQpUsXVK1aFUD2vjBzdXUFAHh6elr1FGDr+MoZ5Pbz88OUKVPw1ltv2QyMu7q6Ytu2bbh58yZKlChhUa8F2SYiooJKN6TjVvIt3Ei+AaPJyBbiBSSTyWCvtIe90h6Zxkzcz7iPuNQ4OCgd4GXvBTetG/RKPV8uICIiIiIiIiLKRZYxCw8yH+B++n3Ep8VbBMM9dB4MhpOETyufJ0pddsvt4lp3AXXp0gVt27bFnj17cPDgQWzevBkzZ87E0qVLpS6ibUlOTsakSZOwadMmxMTEwGAwIC0tDdeuXQMAnD17FgqFArVq1ZKWqVChglUgsTDatWuH9evXY/HixXj33Xct5hmNRkybNg2rV6/GzZs3kZmZiYyMDKsAes7y2NK/f3+0bNkSgYGBCAkJQbt27dCqVSuLNLVr1y5S+f38/KSgOAD4+PhILegvXryI1NRUKbhrlpmZiZo1a9rMb9q0aZg2bZrV9DNnzkit9h8WGBiIjRs3WkxzdHS0+Jzb9pkD9kD2SxW1a9fG2bNnc03j6uqKwMBAizQqlUp66SIvD6fJWVdmDx48QLt27dC2bVuMGTMGAJCSkoJLly5h0KBBGDJkiJTWYDBYjWWecx0+Pj4Asrv/r1ChAkaMGIGhQ4di69ataNGiBbp06VKgcts6vrZv347p06fj3LlzSExMhMFgQHp6OlJTU62Oz2nTpqFjx46oWrUqVq5cidDQ0EJtExFRfowmI+LS4nAt8RoSMxPhpHaCrhD3DfQflZ0K7lp3mIQJyVnJuHT/Eq4lXYObxg1e9l5wVjvzZQMiIiIiInpqhBAQEAwoEdEzicFwKgo+WXueyGQF6s78WaDRaNCyZUu0bNkSEyZMwODBgzFx4sQ8A+OjR4/Gtm3bMGvWLJQvXx5arRZdu3ZFZmbmEytn37590b59ewwcOBBCCLz33nvSvC+++ALz5s3Dl19+KY3nPGrUKKvy2NvnvU+CgoIQHR2NzZs3Y/v27ejevTtatGhhMdb3w3nI5XKIh8Z1z8rKssrb3J24mUwmg8mUPTapeczpTZs2WbQUBmCzi3sAeOutt6SW2Dn5+ubehb9KpUL58uVznQ/kX0ePQqvVFqgVXV51BWS/CNGjRw84Ojrim2++kaab63HJkiWoV6+eRR4Pd9Wfcx3mMpnXMXjwYLRu3RqbNm3C1q1bMX36dMyePRvDhw/Ps9wP192VK1fQrl07DB06FFOnToWrqyv27t2LQYMGITMz0yow7uXlhX379mHatGno1KkT9u3bBz8/vwJvExFRXh5kPMD1pOu4k3oHajs1u01/TOQyORxVjnBUOSLdkI47aXcQmxoLB5UDvHXecNO68eUDIiIiIiICkB28NgkTTDBBCAGjMFpMM5n+/1/x0Pz/n2Y0GWE0GWGAIftfk0GabhAGAICjyjH7JWiFDvZKeyjtlPmUiojoycgtGG6vtGcwnAqEgXF6KipVqoT169dLn5VKJYxGo0Waffv2oX///ujUqROA7ICkucttILt1uMFgwNGjR6Wu1M+fP4/79+9b5GMr77yEh4dDLpdjwIABMJlMUvfp+/btQ4cOHdCnTx8A2QHOqKgoVKpUqcB5mzk6OqJHjx7o0aMHunbtipCQENy7d0/qQvthHh4eSEpKQkpKihQYjYyMLNQ6K1WqBLVajWvXrhW423RXV9dcy/QkHDx4EE2aNAEAad8OGzbMKo25tXpCQgKioqIsus9/XN59912cOnUK//zzDzQajTTdy8sLvr6+uHz5Mnr37v1I6yhVqhTeeustvPXWWxg3bhyWLFmC4cOHQ6XKHkO2IMft0aNHYTKZMHv2bMjl2V/yq1evznMZuVyOjz/+GEuWLMGuXbtQr169x7ZNRPRyyjBmZHebnnQDWaYsuGnd2JL5CdEoNNAoNDCajEjKSsL5hPPQJmnhrnWHh84DTion2Mn5UhMRERER0bPOJEyWQWvz3/8HtB+eL5AdxDYHtA0mA7JEFkym/4LWRpMRRljmaV6XOQ/zNCEEZJBBQEAmy/4XAoAs++VcuUwOGWSQyWTZnyGXXny+k3YHt1JuQQ45NAqNFCi3V9pDp9RBbWe7EQ4R0eNgDoYnpCdIwXAZZAyGU5HwCSY9VvHx8ejWrRsGDhyIatWqwcHBAf/88w9mzpyJDh06SOn8/PywY8cONGrUCGq1Gi4uLggICMDatWsRGhoKmUyGCRMmWLToNXdF/uabb+Lrr7+GQqHAqFGjpLGh88o7P3379oVcLkd4eDiEEBgzZgwCAgKwZs0a7N+/Hy4uLpgzZw5iY2MLHRifM2cOfHx8ULNmTcjlcvz666/w9vbOswv4evXqQafTYfz48RgxYgQOHTqEFStWFGq9Dg4OGD16NN59912YTCY0btwYDx48wL59++Do6PjYxpE2GAy4ffu2xTSZTAYvL698l/3f//6HgIAAVKxYEXPnzkVCQgIGDhxokebTTz+Fm5sbvLy88NFHH8Hd3R0dO3Z8LGU3W758ORYuXIh169ZBJpNJ26PX66HX6zF58mSMGDECTk5OCAkJQUZGBv755x8kJCRY9DKQl1GjRuH111/HK6+8goSEBOzcuVMK8JcpUwYymQx//PEH2rRpA61WazVuu1n58uWRlZWFr776CqGhodi3b5/FeO45Xbx4EdevX0e5cuVw9OhRxMTEoEaNGgDwWLaJiF4+JmFCXGocriVdw4OMB3BSO8FV+fReqHqZ2cnt4Kx2hrPaGalZqbiZfBM3k2/CWe0MH3sfuGhcoFFo8s+IiIiIiIhyJQWURY6gNB4KZJuD1iaj1TwpWP3/La8NwiBNF0JYBL3N/+ZsxQ1kP1cTQgAyQCayA9NCJqTAtVyWHbA2B67N0xVyhcXnh9M/CgdkD+VoNBmRbkxHfHo8YlNiIZPJoLJTQa/Sw1XtCp1SB51SB42dhr2JEdEjyTRmIjEzUQqGpxpSAWS3DPfUeTIYTkXGwDg9Vnq9HvXq1cPcuXNx6dIlZGVloVSpUhgyZAjGjx8vpZs9ezbee+89LFmyBCVKlMCVK1cwZ84cDBw4EA0bNoS7uzs++OADJCYmWuS/fPlyDB48GMHBwfDy8sKUKVMwYcIEizS28i6I3r17Qy6Xo2/fvjCZTPj4449x+fJltG7dGjqdDm+88QY6duyIBw8eFKpOHBwcMHPmTFy4cAF2dnaoU6cO/vzzT6m1ry2urq744YcfMGbMGCxZsgSvvfYaJk2ahDfeeKNQ6/7ss8/g4eGB6dOn4/Lly3B2dkZQUJDFvnhU//77rzSetplarUZ6enq+y37++ef4/PPPERkZifLly2Pjxo1wd3e3SjNy5EhcuHABNWrUwO+//y61sH5cdu3aBaPRiPbt21tMnzhxIiZNmoTBgwdDp9Phiy++wJgxY2Bvb4+qVati1KhRBV6H0WjEO++8gxs3bsDR0REhISGYO3cuAKBEiRKYPHkyPvzwQwwYMAD9+vXL9UWI6tWrY86cOZgxYwbGjRuHJk2aYPr06ejXr59V2rt372LgwIG4desWfH19MX36dGl8+8exTUT0cknMTMT1xOuITY2F0k4JL3sv/ggpJuaHTQaTAYmZiTgTfwY6pQ6eWk+469zhqHLkQygiIiIiemHlDF6buwO3CFqbA822AtpCwCAM2d2Fm0wwwACD0QCjMFq0zpaC1uYAtvjvX4HsoDUAyCBDdsNrIbW8llpdQy4Fpc2f7eR2UMgUUsD64Vbazzo7uR3s5fawV2b3cGkSJqQb0pGYmYi7aXcBABo7DeyV9nBRu8BeZQ+dQgetomBDIRLRy80cDL+Xfg/30u5ZBMPZMpweF5l4eCBjeqoSExPh5OSEBw8ewNHR0WJeeno6oqOj4e/vb9G1M9HLICIiAs2aNUNCQkKereuJnhW8ZtOLKtOYiVvJt3Az+SYyjZlw0bhwPLlnjBACKVkpSM5MhkKugIvGBV46L7hqXLmviIiIiKhYWHQXDhutsG0EtaVppuwuxQ2m7IC11ApbGKV/IfBfvraC17L/ug3H/z/9Nncfbqu7cKvPuQSuGZTJm0mYkGnMRJohDZmGTAgIqBVq6BQ6OGuc4aB0gE6ZHShnXRIRYDsYLoNMahTwIl4rYpNjUcGtAnz1vsVdlBdGXrHWh7HFOBERERFZMQkT4tPicTXxKu5n3Iej2hHOGufiLhbZIJPJoFfpoVfpkWnMREJGAuJS46BX6eGt84ab1g16le0hOoiIiIjo5SUFr2Gy6M5bCmabrIPaOQPaUpfh+K/7cHPw2iAMuQavBQRMJhOELDtoLfv/5tdSS2wBi2C1ze7D5XIooMi1W3G2Ti4ecln2GOTmYZ6EEMgwZiDNmIb7D+7DJExQ2amgU+jgonaBXqXPDn4pdLCT2xVz6YnoackrGM6W4fSkMTBORERERBaSMpNwI+kGbqfchkKuYLfpzxGVnQruWneYhAnJWcm4eP8iriVdg7vWHR46DzirnaGQ8ycAERER0fPEJEyWQescLbHN03LOF7BsmW0wGZAlsrJbYptytMCGZZ7mdeUMZAPZwU2p9bU53iwgdR2eV/fhCtl/wWtbrbDpxSaTyf4LlKuzp2UaM5FuSMfVpKsQQkBpp4TaTg0XjQscVY5SoJy/W4heLDmD4fFp8UjNSoVcJmcwnJ46frsQ0TOpadOm4EgPRERPV5YxCzEpMbiedB3phnS4al2hslMVd7GoCOQyORxVjnBUOSLdkI7bqbcRkxIDR5UjfPQ+cFG7QKfUFXcxiYiIiF5KmcZM3Eu/ZxHkloLVpuwuxA3CIE0XQlgEvaXxr3O04gb+v6twkR28lon/b4UtE7m2ujb/XyFX5Nl9ONHjpLJTQWWngqM6u6vbLGMW0oxpuJl8E9dN16GQK6Cx08BJ7QQntZMUKOcwUUTPnwxjBhIz/r9lePo9i2C4p70nv2OoWDAwTkRERPSSE0IgPj0e1xKv4V7aPTioHeCt9y7uYtFjYm6hYTQZkZSZhLPxZ6FVaOGh84CH1gNOaif+GCUiIiJ6SjKMGbiQcAG3U25DDrnUCjuvVtdyyGEnt4NCpvgvwJ0z0M17OXqOKe2UUNop4ajKDpQbTAakG9IRmxaLG8k3YCezg1ahhYPaAc5qZ+gUOtgr7fkSN9EzymYwXC6HTsFgOD0bGBgnIiIieomlZKXgetJ1xCTHwE5uBy89u01/UdnJ7eCscYYznJGalYobSTdwM+kmXDQu8Lb3hovGBWo7dXEXk4iIiOiFlW5IR1RCFO6k3oGHzoNdRRPZoJAroFfpoYceAGA0GZFuTMfdtLu4nXw7u3t2Ow30Kj1cNC6wV9pDp9BJ45oT0dOXWzDcXmnPYDg9c3j3RURERPQSyjJl4XbybVxLuoZ0YzpcNew2/WWiU+qgU+pgMBmQmJGIu2l3Ya+0h5e9F9w0bnBUOXLMRyIiIqLHKDUrFVEJUYhPi4enzhN2crviLhLRc8FObgd7uT3slfYAAJMwId2QjgcZDxCXFgcZZFDbqWGvtIerxlXqel2r0PI3DdETlDMYHp8Wj1RDavb5ymA4PeMYGCciIiJ6iZi7Tb+eeB3x6fHQq/Tw1rDb9JeVQq6Aq9YVQgikZKUg+kE0rideh6vGFV72XnBRu3AsPyIiIqJHJAXF0+MZLCB6RObxiXVKHYDsQHmGMQPJWcmIT4sHkD2clFahhYvGBXqlHvZKe2gUGp57RI8o3ZCOxMz/bxmedg9phjSpZbiXmj0Q0vOBgXEiIiKil0RqVmp2t+kpMZDJZPCy548WyiaTybK7K1TpkWnMxL2Me4hNjYWjyhHe9t5w1bhCr9IXdzGJiIiInjvJmck4f+887mfcZ1Cc6AmQy+TQKrTQKrQAsl8GzzBmIM2QhvsP7kMIAZWdKjtQrnaBg9pBalHOnhuI8pdXMNxTze81ev4wME5ERET0gssyZeFO6h1cS7yG1KxUuGg5ljTlTmWngrvWHSZhQnJmMqISoqBRaOCmcYOHzgPOameOh0lERERUAImZiYi6F4XEzEQGxYmeEplMBo1CI405LoRApikT6YZ0XEu6BlOiCUo7JbQKLZzVznBQOUjdr/N3DlE2KRielj1muDkYrlfq4ajm0Gv0fOPdGD33/Pz88OWXXxZ3MXDlyhXIZDJERkYCACIiIiCTyXD//v1iLdfT9HAdFNbD+1Imk2H9+vU2837U+u3fvz86duwIAHB2dsaKFSsKvOzLuG+J6PkkhMC99Hv49+6/OBd/DpAB3npvBsWpQOQyORzVjvDR+0Cr0CI2NRan4k7hxJ0TuJl8E6lZqcVdRCIiIqJn1oOMBzgXfw5JmUnw1DEoTlRcZLLsMcid1E7wtPeEt94bDioHGIQBN5Jv4N+7/+J47HEcjT2K8/fOIyY5Bg8yHiDLlFXcRSd6qtIN6biTegfn4s/haOxRnIw7iZjUGCjtlPCy94KnzhM6pY5BcXru8RUoeuzi4uLwySefYNOmTYiNjYWLiwuqV6+OTz75BI0aNQKQfUOybt06KTD5OBU0b1sX8EaNGmHv3r1FWm+pUqUQExMDd3f3Ii3/LNmyZQtef/11xMTEwNv7v3FnfXx8oFarceXKFWnalStX4O/vj+3bt6Np06aPVAdHjhyBvb29zXmPu37nzZsHIQQAICoqCg4ODo8lXyKiZ0VqVipuJN9ATHIMBAQ8dB7sJo6KzNziwmAyIDkzGWfjz0Kr0MJD5wEPrQec1E582EtERET0/+6n38f5e+eRZkyDh86DQQSiZ4zKTgWVnQqOKkcAgMFkQJohDTEpMbiRdAN2cjto7DRwVDvCWe0MnSJ7THOVnaqYS070eOVsGR6fHo80Qxrs5HbQK/VwUjvx+4teSAyM02PXpUsXZGZmYuXKlShbtixiY2OxY8cOxMfHF3fRrCxfvhwhISHSZ5XK9s1NVlYWlEplnnnZ2dlZBJGflMzMzFzL+bg0btwYCoUCERER6NmzJwDg7NmzSEtLQ2pqKq5cuQI/Pz8AwM6dO6FWq9GoUaNHrgMPD49c5z2O+jUajZDJZJDL5XBycpKme3p6PlK+RETPEoPJIHWbnpKVAmeNs9SFHNGjUsgVcNY4w0k4Ic2QhptJN3Er+Rac1c7wtveGi4bd9BMREdHL7V76PZy/dx4Zxgx46HJ/zkFEzw6FXAEHlQMcVNkNZwwmA9IN6YhLi8Ot5FvSOOYOSgc4a5yhU+pgr7Tnbx96LqUZ0pCY8f9jhv9/N+kMhtPLhM06niNCCKRmpRbLn7llbX7u37+PPXv2YMaMGWjWrBnKlCmDunXrYty4cWjfvj0ASAHVTp06QSaTSZ8vXbqEDh06wMvLC3q9HnXq1MH27dst8r9z5w5CQ0Oh1Wrh7++PVatWWczPLe/cODs7w9vbW/pzdXWVuuz+5ZdfEBwcDI1GI61n6dKlqFixIjQaDSpUqICFCxdKeeXWjfi+fftQrVo1aDQa1K9fH6dPn5bmTZo0CTVq1LBI/+WXX1qU29zl99SpU+Hr64vAwEAAwP79+1GjRg1oNBrUrl0b69evf6RuzHMy139ERIQ0LSIiAo0bN0ajRo2sptevXx8ajcaqDmrXro1Zs2ZJaTt27AilUonk5GQAwI0bNyCTyXDx4kUAeXeLX5T6XbFiBZydnbFx40ZUqlQJarUa165dQ9OmTTFq1CiLfDp27Ij+/ftLnzMyMvDBBx+gVKlSUKvVKF++PJYtW2azbKmpqXj99dfRqFEjqXv1vI4VIqInJSE9Af/G/4sz8WcgIOBl7/XSBcUzjZlIyUop7mK88GQyGXRKHTztPeGsdkZSZpLUBWH0g2gkZiYW+P6RiIiI6EVxN+0uzsafRaYpk0FxoueYQq6AXqWHu9YdPnofeOg8oJArcC/jHqLuReHEnRP45/Y/iLwTiWuJ1xCflt3Slr+B6FmVZkhDbEoszsafxbHYYzgdfxqxqbFQ2angbe/NbtLppcIW48+RNEMa6v1Yr1jWfajXIeiUunzT6fV66PV6rF+/HvXr14dabf3W3JEjR+Dp6Sm11razy+7WNTk5GW3atMHUqVOhVqvx3XffITQ0FOfPn0fp0qUBZAeJb926hZ07d0KpVGLEiBG4c+dOvnkXxYcffojZs2ejZs2aUnD8k08+wYIFC1CzZk0cP34cQ4YMgb29PcLDw3PNZ8yYMZg3bx68vb0xfvx4hIaGIioqKt8W6Dnt2LEDjo6O2LZtGwAgMTERoaGhaNOmDX788UdcvXrVKtD7qJo1a4Y1a9ZIn3fu3ImmTZvCaDRi586dUhA5IiICAwcOtJlHcHAwIiIiMHr0aAghsGfPHjg7O2Pv3r0ICQnBrl27UKJECZQvX77I5cyvflNTUzFjxgwsXboUbm5uBW4d3q9fPxw4cADz589H9erVER0djbt371qlu3//Ptq2bQu9Xo9t27ZBp9MV+VghIioqc8vdm8k3YYJJ+tH+MjGYDPjryl/4Leo3pBnSUNWjKpqUaILa3rVfupcDnjalnRKuWleYhAkpWSm4fP8yriddh6vGFV46LzhrnKGUF/y+h4iIiOh5FJcah6iEKJhggrv2+R9mj4j+I5fJoVPqpOfjJmFCuiEdSVlJuJd+DwICGjsN7JX2cFG7wF5lD51CB61Cy0AjFRtzy/D49HgkpCcg3ZAOO7kd7JX2bBlOL7WX64kpPXEKhQIrVqzAkCFDsGjRIgQFBSE4OBg9e/ZEtWrVAPzXXba5tbZZ9erVUb16denzZ599hnXr1mHjxo0YNmwYoqKisHnzZhw+fBh16tQBACxbtgwVK1aUlskt79yEhYVZBM9/+OEHqQX3qFGj0LlzZ2nexIkTMXv2bGmav78/zpw5g8WLF+cZ7Jw4cSJatmwJAFi5ciVKliyJdevWoXv37vmWz8ze3h5Lly6VulBftGgRZDIZlixZAo1Gg0qVKuHmzZsYMmRIgfPMT7NmzTBt2jTExMTAx8cHu3btwpgxY2AwGPD1118DAC5fvoxr166hWbNmNvNo2rQpli1bBqPRiNOnT0OlUqFHjx6IiIhASEgIIiIiEBwc/EjlzK9+s7KysHDhQotjKz9RUVFYvXo1tm3bhhYtWgAAypYta5Xu9u3b6NGjBwICAvDjjz9K+6eoxwoRUWEZTUap2/SkrCS4aFxeuiCwEAJHY4/ihzM/4HbqbWn6ybiTOBl3Eho7Der51EOTkk1Q0a0ix8F+guQyudT9YIYxA3fT7iI2JRYOKgf42PvAVesKe6V9cReTiIiI6LG7nXIbFxIuQC6Tw1XjWtzFIaIn7OFAuRACGcYMpGSl4F5adqBcrVBDa6eFi9YFeqUe9kp7aBVa/ialJ4rBcKL8MTD+HNEqtDjU61CxrbugunTpgrZt22LPnj04ePAgNm/ejJkzZ2Lp0qUWXVU/LDk5GZMmTcKmTZsQExMDg8GAtLQ0XLt2DUD2GNcKhQK1atWSlqlQoQKcnZ2LulmYO3euFPgEAB8fH8TFxQHI7gbcLCUlBZcuXcKgQYMsgs8Gg8FirGpbGjRoIP3f1dUVgYGBOHv2bKHKWbVqVYtxxc+fPy91H25Wt27dPPOYNm0apk2bZjX9zJkzUov8nBo2bAiVSoWIiAhUr14daWlpCAoKgslkQlxcHKKjoxEREQGtVov69evbXOerr76KpKQkHD9+HPv370dwcDCaNm2Kzz//HACkYPujyK9+VSqV9FJGQUVGRsLOzi7foH3Lli1Rt25d/PLLL9ILFo9yrBARFcb99Pu4lnQNd1LvQKvUwtve+6X7gXM18Sq++/c7/Bv/LwDASe2EnoE9UcG1Avbd2ofdN3bjTuod7LqxC7tu7IK71h2NSzRGk5JN4Kv3LebSv9jUdmp46DxgEiYkZSbhfMJ5aJI0cNe6w0PrAWe1M+zkRe/Zh4iIiOhZEZMcgwv3L0AhV8BJzd/9RC8jmUwGjUIjvaguhECmKRNphjRceXAFAgJKuRJahRYuahc4qByyA+sKHX8X0f+xd+fhUZXn/8ffs++TfQ8kYQtBIeCCKBDUn1paS9W640Yttrb1a63VYt26uFatttbWtlq3amsXlVq3Vq02iAtqBUEgYc9CQrbZtzNzzvn9MWYksoqQIcn9ui4vyZwzJ08yk5k55/M89/25RZNRgkq6Z7iE4ULsmQTjQ0h/L8ehwG63c+KJJ3LiiSdyww03sHDhQn70ox/tNhi/6qqrePnll7nrrrsYN24cDoeDM844A0VRDtg4S0tLdyjj3R+Mu1yfrGjq74n9wAMPcNRRA8vZf55y7UajcYfeM8lkcof9th/Lvrr00kt3ukq9vHznwYDT6WT69Om89tpr9PX1MWvWLEwmEyaTiWOOOYbXXnuN1157jZkzZw4I7beXm5tLfX09r7/+Om+99RYnnngiDQ0NnH322TQ3N7Nu3brPvWJ8TxyOHUsW7en37nDs3USQk08+maeeeorVq1czefJk4MA9V4QQol88FU+XTY+0o2rqiCyb7k/4+WvTX3mt5bXMBYaTx5zMKeNOyUzmO2PCGZw+/nSafc00tjXy1ta36In1sHj9YhavX8zY3LE0VDZwTPkxeKyeLP9Ew5fRYCTHlkOOLYdYKkZHuIOOcAdeq5cydxl59rzPNAFTCCGEEOJgoes6WyNbWe9bj9VsxWv1ZntIQoiDhMFgwGayYTPZ4ONOo4qqEE/FaQ23omkaZqMZu9lOrj2XHGsODrMDl8U14s7vxb7pD8N7Y734E37iqThmk1nCcCH2grzKikExadIkFi9enPnaYrGgquqAfZYuXcqCBQs47bTTgHTAuHnz5sz2iRMnkkqleP/99zOl1JuamvD7/QOOs7Njf14lJSWUl5ezceNGzjvvvM9037fffjuzItvn89Hc3Jwp/15UVERnZye6rmferJYvX77HY9bW1vL444+TSCQyfdzffffd3d4nPz+f/PzPVs7ruOOO48knn8Tn83Hsscdmbm9oaOD111/nv//9L5deeulujzFnzhxee+01li1bxi233EJ+fj51dXXccsstlJWVMWHChM80pk/b3e93V4qKiujo6Mh83V/qvb8k/OTJk9E0jf/+978DKgp82u23347b7eb//b//x+uvv86kSZM+13NFCCF2R9VUumPdtARbCCpBcu25Iy5QVFSFFze9yOL1i4mlYgDMKJvB/Lr5FDuLd9jfYDBQm19LbX4tFx1yEf/b9j8a2xpZ3r2cDf4NbPBv4LGPHuOw4sOYXTmbw0oOk4sQB5DD7MBhdpDSUoSUEGt612A32ylxllDoKMRr80pZQSGEEEIMCbqu0xZqY4N/Aw6LA7fVne0hCSEOclaTFavJipf0JJqkmiSuxtka3kqr1orFaMFusuO1ecmx5eCypPuUW0yWLI9cHCwkDBdi/5Arf2K/6u3t5cwzz+Tiiy9mypQpeDwe3nvvPe644w5OOeWUzH7V1dW8+uqrzJw5E5vNRl5eHuPHj+fpp59m3rx5GAwGbrjhBjRNy9yntraWuXPn8s1vfpP7778fs9nMFVdcscPq3p0de3/4yU9+wuWXX05OTg5z584lkUjw3nvv4fP5uPLKK3d5v5/+9KcUFBRQUlLCddddR2FhIaeeeiqQ7sHd3d3NHXfcwRlnnMFLL73Eiy++iNe7+1nG8+fP57rrruMb3/gG11xzDS0tLdx1110A+/UN8LjjjuOmm26is7OTq666KnP7nDlzuPPOOwmFQrvsL97v2GOP5Ve/+hVFRUVMnDgxc9t9993HmWee+bnHuLvf764cf/zxXHnllTz//POMHTuWu+++e8AEi+rqai666CIuvvhi7r33Xurr69myZQtdXV07rLq/6667UFWV448/ntdff52JEyfu83NFCCF2JZAI0BpqZVtkG3azfcSVTdd1nXc63uFPa/9EV7QLgDE5Y7jwkAuZmD9xr45hNVmZUT6DGeUz8Cf8vNn+Jkval7ApsIl3t73Lu9vexW1xc0z5McyunM243HEj6nc8mMxGM3n2PHRdJ5qK0hJsoT3cTq49lxJnCfn2fKymnVejEUIIIYTINk3XMqG4y+rCZfn8Vf6EECOPxWTBYrJkKpiltBTxVJyuWBdbI1sxYsRutuO1esm15+I0p3ua20y2LI9cDCYJw4XY/yQYF/uV2+3mqKOO4p577mHDhg0kk0lGjRrFJZdcwrXXXpvZ7+c//zlXXnklDzzwABUVFWzevJm7776biy++mGOOOYbCwkIWLVpEMBgccPyHH36YhQsXMmfOHEpKSrj55pu54YYbBuyzs2PvDwsXLsTpdHLnnXdy9dVX43K5mDx5MldcccVu73f77bfz3e9+l3Xr1jF16lT++c9/ZkqP19XV8Zvf/IZbb72Vm266idNPP52rrrqK3//+97s9ptfr5Z///Cff+ta3mDp1KpMnT+bGG29k/vz5A/qOf15HH300NpsNXdcH9HY/6qijSCaTuN3uzOr9XZk9ezaapg0omX7sscfyy1/+csAq9H21u9/vrlx88cWsWLGCCy+8ELPZzPe+970dAv7777+fa6+9lm9/+9v09vYyevToAc/h7d1zzz0DwvF9fa4IIcSnJdQE7eF22kPtJLUkhc7CEbeieaN/I4+tfoy1fWsByLPlcW7ducyqmLXPq4tzbbl8acyX+NKYL9EabKWxvZE32t7Al/Dx7y3/5t9b/k2Zq4yGygZmVcyiyFm0P38k8TGDwYDLkr6YnFSTBBIBuqPdeCweil3FFDgK8Fg8cqIvhBBCiIOGpmtsCW5hU2BTpkewEELsD2ajGbfVjZt0BQpVU4mrcXrjvXRGOjGQ7mPutrrJs+fhNDtxWVyZvuZi+JAwfHhLqAk+6v2IUlcp5e6dt7kVB5ZB/3SjXTGogsEgOTk5BAKBHVYJx+NxNm3aRE1NzX4NO8Xw9MQTT/C1r32NQCCw1z2yhRD7j7xmi/1J0zW6o920hFoIJALk2HJG3EW3vngff1n7FxrbGtHRsRqtzBs7j3lj5x2QE39N11jVs4rGtkbe7XyXhJrIbJtUMImGygaml04fcY/DYNN0jUgyQlSJYjaZKbAXUOIqIceWg8UoJQSFEEIIkT2qpmZC8Rx7zohraySEyC5N14in4sRTcRRNwUC6j7nL4iLPlofLmi697jA7JDgdgnYXhttNdnlMhzBd19ka3sry7uUs71rO2r61JLUk3z3suyycvDDbwxs2dpe1ftrIWnIkxDDy2GOPMWbMGCoqKlixYgWLFi3irLPOklBcCCGGuKASpDXYyrboNqwmKyWukhHVd1lRFZ7b+Bz/WP+PTDg9q2IW50w8h0JH4QH7vkaDkSlFU5hSNIVYKsayjmU0tjWyund15r+HVj7EkaVH0lDZwOSiySPqcRksRoMRj9WDx+ohoSbojnWzLboNj9VDqbOUAkeBTE4QQgghxKBLaSk2BzazObiZPHuerNAUQgw6o8GI0+LMnA9pukZCTRBOhumL9aGjYzPbcJqd5NnzcFvcOC3poFzOXQ9O/WF4T6yHQCKQCcPdFresDB/iYqkYq3pWsaJrBcu7l9MT6xmwPd+WD7JkOWskGBdiiOrs7OTGG2+ks7OTsrIyzjzzTG655ZZsD0sIIcQ+UlSFreGttIXbSKpJ8u35WEwjZ4Wsruu8tfUt/rT2T5kThvG547nwkAsZnzd+UMfiMDuYM2oOc0bNoSfWwxvtb9DY2sjWyFaWbl3K0q1LybPlMbNiJg2VDYz2jh7U8Y0UNpONImcRmq4RUkI0+ZpwhBwUOgopchaRY83BZDRle5hCCCGEGOZSWooN/g20hdrId+RLf18hxEHBaDDiMDsy1St0XSehJoipMfwBP5quYTPZcJgd5NnycFvduCwuHGaHnEdlUX8Y3h3tJqAEiCfjWMwW3BY3ufbcbA9P7CNd12kJtWSC8Ka+JlRdzWy3GC3UFdRRX1TP1OKpmHQTdYV1WRzxyCal1LNMSqkLIcTwIK/ZYl9pukZPrIeWYAv+hB+vzYvL4sr2sAbVOt86Hlv9GOt86wAosBcwv24+x5Qfc9DMkNZ1nQ3+DTS2NfLm1jcJJ8OZbdXeamZXzmZmxUxybbnZG+QIEE1GCSkhDBjIseVQ5iqTVVtCCCGEOGCSWjIdigfbKHAWYDVZsz0kIYTYa4qqEEvFiKfioIPZZMZmspFnz8Nr9aZXoJudmI2yfvJA0XWdWCq2yzBczmWHrkgywsrulSzvXs6KrhX4Er4B20udpUwtnkp9UT2TCicNmFi3LbyNiQUTpcf4fvRZSqlLMJ5lEowLIcTwIK/ZYl+ElBBtoTY6I52YjWZy7bkjqsRZb6yXP6/9M2+0vwGkVwifMu4UTh5z8kG9Eielpfig6wOWtC3h/W3vZ2YBGw1G6ovqaahs4PCSw+XC6QGU0lIElSCJZAKnxUmJs4RCZyFeq/egmUwhhBBCiKEtqSZZ719Pe7idQkfhiKrmJIQYnhRVIa6m+5RrmobZaMZutpNrzcVr82ZKtVuM8nr3eei6TjQVJZj4uEy6EiCRSmTKpEsYPjRpusbmwGZWdK9geddy1vnXoelaZrvVaOWQwkMyYXipq3SXx5JgfP+THuNCCCGEEAexpJqkI9JBa6iVRCpBniNvRIWo8VScf274J//c8E8UTQGgobKBcyaeQ749P8uj2zOz0cyRpUdyZOmRhJQQb219iyVtS1jnX8cHXR/wQdcHOM1OZpTPoKGygdq8Wglr9zOz0Uy+PR/dphNJRtgc3ExbuI1cey6lztIR14pACCGEEPtXQk2w3reejkgHRc4iWU0phBgWrCYrVpMVrzUdGqW0FPFUnI5oB63h1nRQbrLjsXnIteXiMrtwWpwj6nrFvtpVGG4xWXBZXOTZ87I9RLEPgkqQD7s/ZEXXCj7s/pCAEhiwvcJdkQnCJ+ZPlL+VIUI+1QkhhBBCDBJd1+mN97IlsAVf3Jc+2XTnZntYg0bTNd5of4Mn1z5JX7wPgNr8Wi6cdCFjc8dmeXT7xmP1cFL1SZxUfRJbw1tZ0r6EJW1L6In18J+W//Cflv9Q7CxmdsVsZlfO3u2MYfHZGQwG3FY3bqsbRVXwJ/x0R7vxWDyUukrJd+TjtrhlYoIQQggh9lo8FWe9fz2dkU4JxcWIpeka8VSchJrAYXbICtdhymw0Z86n4JOgvCfWQ2e4E4PBkA7KrR7y7HmZ0uvyfEjbPgzvinURTARJqAmsJquE4UOUpmts8G9geddylncvZ6N/IzqfFN22m+xMLpxMfXE99UX1FDmLsjhasa+klHqWSSl1IYQYHuQ1W+xJWAnTFm6jI9yByWgiz543osqmN/U18dhHj7EhsAGAIkcR59Wdx1FlRw270FLTNdb2raWxrZF3Ot4hlopltk3Im0BDZQMzymZkLj6I/UvTNcLJMFElisVkocBeQImrhFxbrlzYFkIIIcRuxVIxmn3NdEe7KXYWYzKasj0kIXarP8iMq3ESqUT6/2oiE2pn/r/99k/tt7Pbkloy8z0MGKjJqWFi/kTqCuqoza/NrDgWw1v/BIl4Ko6iKhgMBmwmGy6Li3x7Pk6LE5fFhd1kH3bn9buypzBcJg0MPf64P10evXs5H3Z/SCQZGbB9tGd0ZlV4bX7tfrmuIKXU9z/pMT6ESDAuhBDDg7xmi11Jakk6w520hFqIp+LkO/JHVGml7mg3f1r7J97a+haQnl172vjT+GLNF0fE7yGhJniv8z0a2xr5sPvDzExjs9HM4SWH01DZQH1RvQS2B0g8FSeoBNF1Ha/Vm15F/vEFHCGEEEKI7UWTUZp9zfTGeil2FY+oSaziwNJ1HUVTdgimB/z7U0H2HsPtj29XdfWAjt2AYcBqyX6Vnkrq8uvSYXl+HfmOg78llvj8NF0joSaIpWIoqU+CcofZQZ49D4/Vg9PsxGF2DKugXNfTLbyCSpDuWLeE4UNcSkuxzreO5d3LWdG1gs3BzQO2uyyu9Krwonrqi+sPSMs/Ccb3PwnGhxAJxoUQYniQ12zxaf1l01uDrfTGe3Fb3XisnmwPa9DEUjH+sf4fPL/xeZJaEgMGjht1HGfVnkWuPTfbw8uKvngfS9uX0tjWSGuoNXO71+plZsVMGiobqPZWD6sLCAcLVVMJJUPEkjEcZgeFjkKKnEXk2nLlorcQQgghiCQjNPU14Yv7JBQfwbYvH77TgPpTAfYuV2fv5L47C5f3J5PBhN1sx2ayYTfbsZs++feA/5vs2My2XW/fbj+72Y7FaKE33svavrWs7V3Lmr41tIfbd/j+xc5i6vLrqCtIh+UlzhI5rxkBdF0f+DzXdawmK06zkzx7Hm6rG6fZidPiHHKvq7sKw20mGy6rC5vJlu0his+gN9abXhXetZyVPSsHVPYDGJMzhvrieqYWTWVc7rgDXjFGgvH9T4LxIUSC8c+vurqaK664giuuuCIr3//111/nuOOOw+fzkZubu9N9HnnkEa644gr8fv9eH9dgMPDMM89w6qmnsnnzZmpqavjggw+YOnXqfhn3wWRnv58f//jHLF68mOXLl3/mx3hfft9CfF7ymi22F01GaQ210hHpwGAwkG/PH3IngftK0zUa2xp5cu2T+BN+ACYVTOLCSRdSnVOd1bEdLHRdZ0twC41tjSxtX0pACWS2VXoqaahoYFbFLFl1cYBEk1FCSggDBvLseZS6Ssmz58mFDSGEEGKECikhmvuaCSQCFLmKRszn9qFsQPnw3QTTeywf/qn7bF8+/ECxGq2fBNN7CKh32Lb9fT5138GsQBVMBFnblw7J1/atZXNg8w7Bf54tj4kFEzOryis9lfK3NQL0V0foL7+u6zoWkwWH2UGuLReP1YPL4sJpdh6UrSq2D8O7ol0ElSCKqkgYPgQl1SRrfWtZ0bWCFd0rBixOAPBYPEwpmsLU4qlMKZpCji1nUMcnwfj+91mCcanZKPa77u5ubrzxRp5//nm2bdtGXl4e9fX13HjjjcycORMYGPrub3t77F3tt2DBAvx+P4sXL96r73fMMcfQ0dFBTs7gvngOJQsWLODRRx8FwGKxMHr0aC688EKuvfZazOadvwxdddVV/N///R8A7777Li6Xa9DGK4QQ+6q/bHprqJVYKkaeY2SFbat7V/PYR49lylCVOEs4f9L5HFFyhKwW2I7BYKA6p5rqnGrOqzuPD7s/pLG9kfc636Mt1Maf1v6JP6/9M4cWHkpDZQNHlh4ppdn2I6clvWIhpaUIKkF6enpwWVyUOEsocBTgtXrl+SqEEEKMEIFEgGZfMyElRLGrWD4D7Ed7Uz58tz2xs1w+/NNh9N6uut5+W//t2+8zHMJhr83L9LLpTC+bDqQnnjb5mjKrytf71+NL+Hhr61uZllouiytTdr2uoI5qb/VBGYyKz6e/tLrNZMsEjYqaDsrbwm1omobZaMZutpNryyXHloPD7MBpcWIxWrIy5t2F4W6re0Rd0xnquqJdLO9azoruFazqWUVCTWS2GTAwLndcplf4mNwxw+L1WOwbCcbFfnf66aejKAqPPvooY8aMYdu2bbz66qv09vZme2gHhNVqpbS0NNvD2CeKomC1Dk5/17lz5/Lwww+TSCR44YUX+M53voPFYuGHP/zhTvd3u9243W4AioqKBmWMQgixr3Rdpy/eR2uold5YL06rk1L30Hxv2BfbItt4Ys0TLOtcBoDD7OD08afzheovYDFl5+R2qDAZTUwrmca0kmlEk1He7nibJW1LWNO3hpU9K1nZsxKbycZRZUfRUNnApIJJcvK2n5iNZvLt+ZkLIZuCm2gNtZJvz6fEVUKeLU+ev0IIIcQwFkgEaOprIpqKUuwcuaF4f8/g3QXTexNW7+z/g1o+fLsgelflw3e16vrTYbbFaBmxz4d94bQ4mVY8jWnF04B0ELrOty4dlPetpdnXTCQZ4f1t7/P+tvcBsJlsTMibQF1BHXX5dYzNHYvVNDjXKMXgspqsWE1WvKRXcCbVJHE1Tkekg9ZQK2ajGYfJgdfmJceWg9PsxGVxHdBzMV3XCSfD6TLp0W4Jw4coRVVY3bs6UyK9I9IxYHuOLYf6onqmFk9lcuHkEdXeUOyeBONDiK7r6LHYnnc8AAwOx159IPT7/SxZsoTXX3+dOXPmAFBVVcX06dMz+1RXVwNw2mmnZbZv3ryZDRs2cOWVV/L2228TiUSoq6vjtttu44QTTsjct6uri69//eu88sorlJaWcvPNNw/4/rs69uehaRo/+9nP+P3vf09nZycTJkzghhtu4IwzzgB2Xkr9kUce4cYbb6Snp4cvfOELzJo1a4fj/uMf/+AnP/kJq1evpry8nIsuuojrrrtulyuoAdauXcu3v/1t/ve//zFu3Dh+/etfZ37PAKtWreLqq69myZIluFwuTjrpJO655x4KCwsBOPbYYzn00EMxm808/vjjTJ48mddee41nn32W73//+7S2tnL00UezYMECFixYsNvy8J+VzWbLTCD41re+xTPPPMOzzz67y2D8/vvv56677qK1tZWamhquv/56Lrjggsx2v9/PokWLWLx4MYFAgHHjxnH77bfz5S9/eYdjdXd388UvfpFRo0bx5JNPYrPJhxshxP4TTUZpC7fREe5AR6fIWTRiZr5Hk1GeWf8ML256kZSWwoCBE6pO4MwJZ+K17b5skdiR0+Lk+NHHc/zo4+mKdrGkbQlL2pbQGe2ksa2RxrZGCuwFzKqcRUNFAxWeimwPeVgwGAy4rW7cVjeKqtCX6KMr2oXb6qbMVUa+PR+31Z3tYQohhBBiP/LFfTT1NRFTYxQ5ioZECPrp8uF7WnW9u/Lh299X0ZQDPvb+8uE762H96bB6t6H2p+47mOXDxd6zmqwcUngIhxQeAqSfu5sCmzJB+dq+tUSSkcxEYEhPWh2bOza9ojy/jgn5E3CYHdn8McQBYjFZsJgsmZCy/7WtK9ZFe7g9M+HFY/GQa89Nl163OD93WL3LMNxsw2P1yMSMIUDXdToiHZkgfHXv6gEtMIwGI7V5tdQX11NfVE+Vt0oWFoidkk8PQ4gei9F02OFZ+d61/3sfg9O5x/36V/kuXryYGTNm7DSAfPfddykuLubhhx9m7ty5mEzp8CAcDvOlL32JW265BZvNxmOPPca8efNoampi9OjRQLok99atW3nttdewWCxcfvnldHV17fHYn8dtt93G448/zm9/+1vGjx9PY2Mj559/PkVFRQNC6X7vvPMOX//617nttts49dRTeemll/jRj340YJ8lS5Zw4YUXcu+99zJ79mw2bNjAN77xDYAd9t3e1VdfzS9+8QsmTZrE3Xffzbx589i0aRMFBQX4/X6OP/54Fi5cyD333EMsFmPRokWcddZZ/Oc//8kc49FHH+Vb3/oWS5cuBWDTpk2cccYZfPe732XhwoV88MEHXHXVVZ/797YnDodjl1UEnnnmGb773e/yi1/8ghNOOIHnnnuOr33ta1RWVnLcccehaRpf/OIXCYVCPP7444wdO5bVq1fv9PFubW3lxBNPZMaMGfzhD3/YL88JIYSA9MlbV7SLlmALkWSEXHvuiCl3reka/2n5D39t+itBJQjA5MLJXDjpQkZ5R2V5dMNDsbOY0yeczlfHf5VmXzNL2pbwVsdb9MZ7+cf6f/CP9f9gTM4YGiobOKbiGLxWmYiwP1hNVgodhWi6RlgJ0+xrxmayUegopMhZRK4tVy7ACiGEEENcb6yXpr4mknqSYmfxoH9/Xdd5t/Nd2sJte1x1Pdjlw3fV6/rT5cA/HWDvrk/2cCkfLvad2WhmfN54xueNZ97YeWi6RmuolTW9azK9yvsrODT1NbGYxRgwUJNTky6/XlBHbX6tnPMMU2ajOT1RmfRkZFVTiavxzIRlg8GA1WTFbXWTb8vPtMaym+x7nNQkYfjQF0/F+aj3I1Z0rWB593K6ol0Dtufb85laNJWpxVM5tPBQnJY9Z1hCyFUdsV+ZzWYeeeQRLrnkEn77299y2GGHMWfOHM455xymTJkCfFIWOzc3d0AJ8vr6eurr6zNf33TTTZlVxZdddhnNzc28+OKLLFu2jCOPPBKAP/zhD9TV1WXus6tj78q55567Q1CaSCQ4+eSTM/++9dZbeeWVVzj66KMBGDNmDG+88Qa/+93vdhqM//KXv2Tu3Ln84Ac/AGDChAm8+eabvPTSS5l9fvKTn3DNNddw0UUXZY5500038YMf/GC3wfhll13G6aefDqRXVL/00kv84Q9/4Ac/+AH33Xcf06ZN49Zbb83s/9BDDzFq1Ciam5uZMGECAOPHj+eOO+7I7HPNNddQW1vLnXfeCUBtbS2rVq3illtu2ePvb1/ous6rr77Kv/71r0wP8U+76667WLBgAd/+9rcBMpUE7rrrLo477jheeeUVli1bxpo1azI/15gxY3Y4TlNTEyeeeCKnnXYav/jFL4bEDHAhxNDgi/toCbXQHe1O9yZ2lYyY15iVPSv540d/pCXUAkCZq4wLJl3AtOJpI+Z3MJgMBgO1+bXU5tdy4SEX8r9t/2NJ+xKWdy1nY2AjGwMb+ePqPzKteBoNlQ1MK54m5b/3A6PBiNfmxWvzEk/F6Yx20hHpwGv1UuYuI8+WJyfcQgghxBDUE+uhqa8JTdcodBQO+vfXdI1HVj3Cv7f8e5+P8eny4bvqdb3Lntg7KR9uM9uwGq3yeV4MCqPBSJW3iipvFXNr5qLrOp2RTtb0fRyU966hO9adOd95YdMLAFR6KqnLr8v0Ks935Gf5JxEHgslowmV04bK4gPTrZjwVJ6gE6Yn1AGA32XFZXOTZ8nBZXTjNThzmdMVbCcOHNl3XaQu3ZXqFr+1bS0pLZbabDCbqCurSJdKLplLpqZT3LvGZSTA+hBgcDmr/937WvvfeOv300zn55JNZsmQJb7/9Ni+++CJ33HEHDz74IAsWLNjl/cLhMD/+8Y95/vnn6ejoIJVKEYvFaGlJX3hfs2YNZrOZww//ZNX8xIkTP1ep73vuuWdAqXaARYsWoarpWbjr168nGo1y4oknDthHURSmTZu202OuWbMmU8q939FHHz0gGF+xYgVLly4dED6rqko8HicajeLcxer8/nAe0pMQjjjiCNasWZM55muvvZbpy729DRs2ZALk7X9/kA6P+yca9Nu+9P3OXHrppTz++OM73B4Oh3d5n+eeew63200ymUTTNObPn8+Pf/zjne67Zs2azAr6fjNnzuSXv/wlAMuXL6eysjLzM+1MLBZj9uzZzJ8/n1/84he7/XmEEGJvxVIx2kPttIfb0dAodhaPmLLpHeEOHl/zeKYnnMvi4vTxp3NS9UmygnaQWE1WZpTPYEb5DAKJAG9ufZMlbUvYGNjIe9ve471t7+GyuDim/BgaKhsYlztOThD3A7s5vSJK1VRCSog1vWtwmB0UOYsochSRY8uRVVBCCCHEELAtso11/nUAWQnUVE3ltyt+y5L2JRgwMLNiJh6r5zOF21I+XAxHBoOBMncZZe4yjh99PJCexLK2by1re9MrytvD7bSF2mgLtfHylpeBdJWtuvw66grSYXmJc+RMWB9JjAZjZpU4pINyRVUIJ8P0xfrQ0bGZbThMDnJtuYSSIQnDh5hoMsqqnlUs717Oiq4V9MYHVpktchQxtTi9KvyQgkNGTLVGceDIJ6khxGAw7FU584OB3W7nxBNP5MQTT+SGG25g4cKF/OhHP9ptMH7VVVfx8ssvc9dddzFu3DgcDgdnnHEGinLgeh2VlpYybty4Abd5PB78fj/wSdD7/PPPU1ExsI/n5+lTHQ6H+clPfsJXv/rVHbbZ7fv2wh4Oh5k3bx4/+9nPdthWVlaW+bfL5dqn42/vpz/96Wcut37cccdx//33Y7VaKS8v320v9T1x7MVEDZvNlinDfvXVV+/w+AkhxGehamqmbHooGSLPnjdiPoiHlTBPr3uaf23+F6quYjQYOanqJE6fcHqmJ5gYfDm2HL5Y80W+WPNFWkOtLGlbwhvtb9AX7+PlLS/z8paXKXWV0lDZwKyKWVkpEzrcmIwmcu255Og5xFIx2kJttIfaybPnUeoqJc+e97n73gkhhBDiwOiMdNLsa06/n9tyB/37J9Ukv/rgVyzrXIbRYOTbU7/NrIpZgz4OIYaKQkchsypmZf5Ogolgpuz62r61bA5spivaRVe0i/+2/ReAPFseEwsmZlaVV3oqZQLrMGQ0GDOTlyG9wjihpttSbAltyfQvlzD84KXrOluCWzJBeLOveUC7EIvRwqSCSelV4cVTKXOVyaQXsV9JMC4GxaRJk1i8eHHma4vFklmV3W/p0qUsWLAgs9o6HA6zefPmzPaJEyeSSqV4//33Myucm5qaMiH27o79ecZts9loaWnZadn0namrq+Odd94ZcNvbb7894OvDDjuMpqamHUL5PXn77bdpaGgAyPwuLrvssswxn3rqKaqrqz9T6FxbW8sLL7ww4LZ33313t/cpLi6muPizXWB3uVx7/fPW1dWxdOnSTKl5SD8/Jk2aBMCUKVNoa2sbUCL+04xGI3/84x+ZP38+xx13HK+//jrl5eWfacxCCAHgj/szZdPtFjulrtIR8YFc1VRebXmVvzX9jVAyBMC04mmcX3c+FR6ZbHQwGeUZxfy6+Zwz8Rw+6vmIxrZGlnUuozPSyV+b/spfm/5KXX4dDZUNHFV2lJQA/5wMBkNmxUJSTRJSQvTGenFZXBS7iimwF+C1ekfE64QQQghxsNN1nY5IB+t867CarHhtg9+jOKEmuPu9u1nRvQKz0cwVh13BEaVHDPo4hBjKvDYv08umM70sXeUymozS7GtOB+W9a1nvX48v4eOtrW/x1ta3gHSVs/6y63UFdVR7q0dMxbeRxGAwfBKUyzzlg1ZYCfNhz4es6FrBiu4V+BP+AdvLXGWZIHxSwSSZ2CAOKAnGxX7V29vLmWeeycUXX8yUKVPweDy899573HHHHZxyyimZ/aqrq3n11VeZOXMmNpuNvLw8xo8fz9NPP828efMwGAzccMMNaJqWuU9tbS1z587lm9/8Jvfffz9ms5krrrhih9XDOzv2vvJ4PFx11VV873vfQ9M0Zs2aRSAQYOnSpXi93gHBbb/LL7+cmTNnctddd3HKKafwr3/9a0AZdYAbb7yRL3/5y4wePZozzjgDo9HIihUrWLVqFTfffPMux/PrX/+a8ePHU1dXxz333IPP5+Piiy8G4Dvf+Q4PPPAA5557Lj/4wQ/Iz89n/fr1PPnkkzz44IM79FLv981vfpO7776bRYsW8fWvf53ly5fzyCOPAGTtgu7VV1/NWWedxbRp0zjhhBP45z//ydNPP80rr7wCwJw5c2hoaOD000/n7rvvZty4caxduxaDwcDcuXMzxzGZTDzxxBOce+65HH/88bz++ut71XteCCEA4ql4umx6pD3dg9BZOGLKFq7oWsEfV/+RtnAbAJXuSi6YdAH1xfVZHpnYHaPByOSiyUwumszXU19nWecyGtsa+ajnI9b0rWFN3xoeWvUQR5YeSUNlA5MLJ8uFoc/JYrKQ78hH13UiyQibAptoC7WRb8+n2FlMnj0Pi1F6vgshhBDZoOs6baE2NgQ2YDfbs1LtKJqMcse7d7C2by02k42rjriKyUWTB30cQgw3ToszU1oZQFEV1vnWpcuv962l2ddMJBnh/W3vZ9qB2Uw2JuRNoK6gjrr8OsbmjpXwTYgDRNM1NgU2sbxrOcu7l7Petx4dPbPdZrJxaOGh1BfVU19UT4mrJIujFSPNyLi6KwaN2+3mqKOO4p577mHDhg0kk0lGjRrFJZdcwrXXXpvZ7+c//zlXXnklDzzwABUVFWzevJm7776biy++mGOOOYbCwkIWLVpEMBgccPyHH36YhQsXMmfOHEpKSrj55pu54YYbBuyzs2N/HjfddBNFRUXcdtttbNy4kdzcXA477LABP8/2ZsyYwQMPPMCPfvQjbrzxRk444QSuv/56brrppsw+X/jCF3juuef46U9/ys9+9jMsFgsTJ05k4cKFux3L7bffzu23387y5csZN24czz77LIWFhQCUl5ezdOlSFi1axEknnUQikaCqqoq5c+diNO66bFBNTQ1///vf+f73v88vf/lLjj76aK677jq+9a1vfa5y8Z/Hqaeeyi9/+Uvuuusuvvvd71JTU8PDDz/Msccem9nnqaee4qqrruLcc88lEokwbtw4br/99h2OZTab+fOf/8zZZ5+dCcc/62p3IcTIomoq3bFuWoItBJUgufZcHOY9t3AYDtpD7fxx9R9Z3r0cAI/Fw5m1Z/L/Rv8/CVCHGLvZTkNlAw2VDfTEeljavpTGtkbaw+28ufVN3tz6Jrm2XGZWzKShsoEqb1W2hzykGQwG3FY3bqsbRVXojfeyLbINj9VDqauUAkcBLsvnb2cjhBBCiL2j6zqtoVY2+DfgtDhxW92DPoaQEuK2d25jY2AjTrOTRdMXUZtfO+jjEGIksJqsHFJ4CIcUHgJASkuxKbApE5Sv7VtLJBlhZc9KVvasBMBsNDM2d2x6RXl+HRPyJ4yYc38hDoRAIsCH3R+yoju9KjykhAZsr/RUMrVoKvXF9UzMm4jFJJPIRXYYdF3X97zb4AmHw9x555288847LFu2DJ/Px8MPP7zT3tRr1qzhe9/7Hm+88QZWq5WTTz6Zu+++m6KiogH7aZrGXXfdxf33309HRwcTJkzghz/8Ieeee+6gHHN3gsEgOTk5BAIBvN6B5Zzi8TibNm2ipqZmn/tOC7EvbrnlFn7729/S2tqa7aEIMWTIa/bwEEgEaA21si2yDbvZTo4tZ0SUQw4pIZ5qfop/b/k3mq5hMpiYWzOX08adlpWLiOLA0HWdjYGNLGlbwtKtSwecpFZ5q2iobGBm+Uxy7bnZG+QwoukaYSVMJBnBbrZTaC+kyFlEri1XJpoIIYQQB5Cma7QEW9gY2IjH6slKGxlf3Mct79xCW6gNj9XDtUddS01OzaCPQwiRpukaraFW1vSuyQTlny7lbMBATU5Nuvx6QR21+bV4rYPffkGIoULVVNb712d6hW8KbBqwKtxhdjC5cHJ6VXhxPYWOwiyO9uCyLbyNiQUTKXdL69f9ZXdZ66cddCvGe3p6+OlPf8ro0aOpr6/n9ddf3+l+bW1tNDQ0kJOTw6233ko4HOauu+5i5cqVLFu2DKv1kzIo1113HbfffjuXXHIJRx55JP/4xz+YP38+BoOBc84554AeU4ih4De/+Q1HHnkkBQUFLF26lDvvvDPTu1wIIUaChJqgPdxOe6idlJYaMWXTU1qKf2/+N0+te4pIMgLA4SWHc17defLhfBgyGAyMzR3L2NyxnD/pfJZ3LaexrZH/df2PLcEt/HH1H3l89ePUF9XTUNnAEaVHSGnBz8FoMOK1efHavMRTcToiHXREOvBavZS5y8iz58mKFCGEEGI/03SNzcHNbPJvwmvzZiUU74p2ccvbt7Atuo08Wx7Xz7ieCk/FoI9DCPEJo8FIlbeKKm8Vc2vmous6nZHOdI/yvrWs6V1Dd6ybjYGNbAxs5IVNLwDpFa51+XWZXuX5jvws/yRCZFdfvI8Puz9keddyVvaszFxL6lftraa+uJ6pRVMZnzd+RFxbE0PPQbdiPJFI4PP5KC0t5b333uPII4/c6Yrxb3/72zzyyCOsXbuW0aNHA/DKK69w4okn8rvf/Y5vfOMbALS3t1NTU8M3vvEN7rvvPiC9WmbOnDls2rSJzZs3Z3ovH4hj7omsGBcHg+9973v85S9/oa+vj9GjR3PBBRfwwx/+ELNZ3riE2Fvymj00abpGd7SbllALgUSAHFtOVi6eDTZd1/mg6wMeX/04WyNbARjtGc0Fh1zA5ELpeTjShJUwb3W8RWNbI+t86zK3O8wOZpTNoKGygdr8WoyGXbdmEXsnpaUIKSHiqTgOs4MSZwll7jIpsy6EEELsB6qmsimwiS3BLeTac7GbB/+8bGt4Kze/fTN98T6KncVcP+N6ip3Szk2IoaAn1pNeTd67ljV9a2gPt++wT7GzOF16vSAdlpc4S0ZElTkxcqW0FE19TZny6FuCWwZsd1lcTCmakukVnmfPy9JIhxZZMb7/fZYV4wddML693QXjJSUlzJkzh7/+9a8Dbq+trWXUqFG88sorQHol7He+8x0++ugjJk2alNnvz3/+M/Pnz2fJkiXMmjXrgB1zTyQYF0KI4UFes4eeoBKkNdjKtug2rCYrObacERH8tQZbeWz1Y5m+al6rl7Nqz+L40cePiJ9f7F5HuIMl7UtY0raE7lh35vYiRxGzK2czu2I2Ze6yLI5weNB1nWgqSigRwmlxUpNTIxfVhBBCiM8hpaXYGNhIS7CFPHteVkLxLcEt3PL2LQSVIBXuCq476jpZXSrEEBZMBNOryT9eVb45sHlAmWiAPFseEwsmZlaVV3oq5bxaDHk9sR6Wd6XLo6/qXUUsFctsM2BgTM4Yphane4WPyx0nz/l9IMH4/jekS6nvjfb2drq6ujjiiCN22DZ9+nReeOGFzNcffPABLpeLurq6Hfbr3z5r1qwDcsydSSQSJBKJzNfBYHBPP64QQggh9iNFVdJl08PtKKpCvj0fi8mS7WEdcMFEkL81/41XtryCjo7ZaOaLNV/ktHGnjYhV8mLvlLnLOKv2LM6YcAZNfU00tjXydsfbdMe6eXrd0zy97mnG542nobKBo8uOlh70+8hgMOCyuHBZXPgTflb3riaQCFDlrcrKhXwhhBBiKEtqSTb6N9IaaqXAUZCVVjDrfOu4fdntRJIRqr3VXHvUtXht0ptYiKHMa/MyvWw608vS1/yjySjNvuZ0UN67lvX+9fgSPt7a+hZvbX0LSK+e7S+7XldQR7W3GpNx7yrLCpEtSTXJmr416VXhXStoC7cN2O61eplSNIWpRVOZUjRF3t/EkDckg/GOjg4Aysp2XK1SVlZGX18fiUQCm81GR0cHJSU7rr7ov+/WrVsP2DF35rbbbuMnP/nJ3v6oQgghhNhPNF2jJ9ZDS7AFf8KP1+YdESWeUlqKlza9xNPrniaaigIwvXQ68+vmU+oqzfLoxMHKaDBSV5C+mPO1Q7/Ge53v0djWyIruFazzrWOdbx2PfvQohxUfRkNlA1OLp0rvsH2Ua8tFMSu0hloJKSFqcmoocBRke1hCCCHEkJBUk6z3r6c91E6BMzuh+KqeVdz57p0k1AS1ebX8YPoPpE2KEMOQ0+JkavFUphZPBdKT7tf51qXLr/etpdnXTCQZ4f1t7/P+tvcBsJlsTMibkD63yq9jbO7YrLxOCfFpnZFOVnSvYHnXclb3riahfrKY04CB8Xnj06vCi+qpyamRVeFiWBmSV69isXTpBpvNtsO2/vK1sVgMm82W+f/u9jtQx9yZH/7wh1x55ZWZr4PBIKNGjdrl/kIIIYT4/EJKiLZQG52RTswmMyWukmH/oV7Xdd7b9h5PrH6CzmgnANXeai485EImFUzaw72F+ITVZOWYimM4puIY/HE/S7cupbGtkS3BLSzrXMayzmV4rB5mls9kduVsxuSMkZLgn5HVZKXEVUJfvI9VPasY7R1NpacSi3H4V7MQQggh9lV/KLU1spUiZ1FWqkC9v+19fvH+L0hqSSYXTub7R3xfqr8IMUJYTVYOKTyEQwoPAdKT0jcFNmWC8rV9a4kkI6zsWZlpZWY2mhmbOza9ojy/jgn5E3CYHdn8McQIkVATrO5ZnQnD+68T9cuz5VFfXM/UoqkcWnioVIcTw9qQDMYdjvSbxfYlyfvF4/EB+zgcjr3eb38fc2dsNttOQ3UhhBBC7H9JNUlHpIPWUCuJVII8R96ImJ29JbiFxz56jI96PwLSK1LPrj2bOaPmDPsJAeLAyrXncvKYkzl5zMlsCW6hsa2Rpe1L8Sf8vLT5JV7a/BIV7goaKhuYWTGTQkdhtoc8ZBgNRgodhUSTUTb4NhBUgtTk1OC1Spk6IYQQ4tMSaoJ1vnV0RjopdhZnpXLNm1vf5Ncf/BpVVzmi5AguP+zyEXGuIYTYObPRzPi88YzPG8+8sfPQdI3WUCtretdkgnJ/wk9TXxNNfU0sZjEGDNTk1KTLrxfUUZtfK5//xX6h6zpbI1vTvcK7V7Cmdw1JLZnZbjKYqM2vpb6onqnFUxntGS0T3MWIMSSD8f6S5f3lz7fX0dFBfn5+JnwuKyvjtddeQ9f1AX/Y/fctLy8/YMcUQgghRHboup4pm+6L+/DYPOS6c7M9rAPOn/Dz17V/5bXW19DRsRgtnDzmZE4Zd8qImYWu6zpxNY7VaJVebgdYlbeKCyZdwPyJ81nZs5LGtkbe7XyX9nA7f177Z55c+ySHFB5CQ2UD00uny+qpveS0OLGZbPTEeggrYWpyaih1lcqkFiGEEOJj8VScZl8zXdEuipxFWQnF/9PyHx748AF0dGaWz+RbU78lbWWEEAMYDUaqvFVUeauYWzMXXdfpjHSme5R/HJR3RbvYGNjIxsBGXtj0AgCVnsrMivKJ+RPJd+Rn+ScRQ0UsFeOjno9Y3r2c5V3L6Yn1DNheYC/ItAM4pOAQnBZnlkYqRHYNyU9sFRUVFBUV8d577+2wbdmyZUydOjXz9dSpU3nwwQdZs2YNkyZ9Ujb0nXfeyWw/UMcUQgghxOALK2Hawm10hDswGU2UuId/2XRFVXhx04ssXr+YWCrd0uXo8qM5d+K5FDuLszy6wRNNRgkkAjjMDkJqCB0dl8WF0+Ic9s+BbDIZTZmT62gyyjsd79DY1siavjWs6lnFqp5V/MH0B6aXTqehsoFDCg+Rx2MPTEYTJa4SgkqQNb1rCCQCVHmr5MKFEEKIES+ajNLsa6Yn1kOxszgrEyFf2PgCj61+DIATRp/AxZMvls82Qog9MhgMlLnLKHOXcfzo4wHoifWkQ/LetazpW0N7uJ22UBttoTZe3vIyAMXO4nRQXpAOykucJbKyVwDphQGtodbMqvC1fWtRdTWz3Ww0U5dfl+kVXuGukOeOEAzRYBzg9NNP59FHH6W1tTXTo/vVV1+lubmZ733ve5n9TjnlFL73ve/xm9/8hvvuuw9Iv2D89re/paKigmOOOeaAHlMceNXV1VxxxRVcccUV2R7KfmEwGHjmmWc49dRT9/kYxx57LFOnTuUXv/jFfhuX2LOWlha++93v0tjYiNls5vTTT+fuu+/GbpcVckIMhqSapDPSSUuohXgqTr4jf9iXMtR1nXc63uGJNU/QHesGYGzOWC485EJq82uzPLrBk1AT+GI+bGYbY3LHUOIsydzWHeumK9KF0WjEbXHjMDvkRPAAclqcHDf6OI4bfRxd0S7eaH+DxrZGOiOdLGlfwpL2JeTb85lVMYuGygYqPZXZHvJBzWv14jA52BreSkgJUZNTQ6GjUJ7DQgghRqRoMkpTXxN9iT5KXIM/+VXXdZ5e9zR/a/4bAF8e82XOqztP3peFEPus0FHIrIpZzKqYBUAwEWRt39rMqvLNgc10Rbvoinbx37b/Aule0BMLJmZWlFd6KmVyzggSSUZY2b2S5d3LWdG1Al/CN2B7sbOYqUXpieuTCiZJ5TYhduKgDMbvu+8+/H4/W7duBeCf//wnbW1tAPzf//0fOTk5XHvttfztb3/juOOO47vf/S7hcJg777yTyZMn87WvfS1zrMrKSq644gruvPNOkskkRx55JIsXL2bJkiU88cQTmEyfzCw9EMccibq7u7nxxht5/vnn2bZtG3l5edTX13PjjTcyc+ZMYP+Ev7uyt8fuP3F56623mDFjRub2RCJBeXk5fX19vPbaaxx77LH7fYwH2tNPP43FYsnqGBYsWMCjjz4KgNlsprKykjPPPJOf/vSnB01QvL+fh+eeey5Go5HXXnuNVCrFwoULueOOO7jxxhv3y/GFEDun6zq98d5M2XS31U2puzTbwzrgNvo38tjqx1jbtxZInxyfW3cusypmjZiT4pSWoi/ehwEDFZ4Kyt3lmX5sLouLfHs+o72jCSgBemO99MZ6CSpBzEYzbotbThAPsGJnMV8d/1VOG3ca6/3raWxr5M2tb9IX7+PZDc/y7IZnGZMzhtmVs5lZPhOvTXrp7YzFZKHEVYIv4WNVzypGe0Yzyjtq2E/8EUIIIbYXVsI09TXhT/gpdhVnJRR/Ys0TPLfxOQDOnHAmXx3/VQnFhRD7ldfmZXrZdKaXTQc+qZKxpm8Na3vXst6/Hl/Cx1tb3+KtrW8B6XPfifkTM6vKq73V0lZsGNF0jS3BLSzvWs7y7uWs861D07XMdqvRyiGFh2R6hZe6hv/1MCE+r4MyGL/rrrvYsmVL5uunn36ap59+GoDzzz+fnJwcRo0axX//+1+uvPJKrrnmGqxWKyeffDI///nPM73A+91+++3k5eXxu9/9jkceeYTx48fz+OOPM3/+/AH7HYhjjkSnn346iqLw6KOPMmbMGLZt28arr75Kb29vtoe2g1GjRvHwww8PCMafeeYZ3G43fX19WRzZ55Off3D0npk7dy4PP/wwyWSS999/n4suugiDwcDPfvazbA9trymKgtW65wvPoVCIN998k1deeYUpU6YQDoeZMWMGL730kgTjQhxAkWSEtlAbW8NbMRqNWblINtj64n38Ze1faGxrREfHarQyb+w85o2dN2KCXk3X8Cf8KCmFQmchle5K8u35O70waTFZKHQUUugoJJ6KE0gE6In14E/48cf9WEwWPFaPhIwHkMFgYHzeeMbnjefCSRfyQdcHNLY18kHXB5l+eo+vfpypxVOZXTGbw0oOk8fjUwwGA/n2fOKpOBuDGwklQ1R7q8m152Z7aEIIIcQBF1SCNPc1E1SCWfm8r+kaD618iFdaXgHgwkkX8qUxXxrUMQghRianxZlpWwXpNmrrfOsyPcqbfc1EkhHe3/Y+7297HwCbycaEvAnUFaT7lI/NHSvnV0NMUAmmV4V3LefD7g8JKIEB28vd5ZkgvC6/Th5fIT4jg67rerYHMZIFg0FycnIIBAJ4vQNXycTjcTZt2kRNTQ12ux1d10kp2i6OdGCZrca9mgXr9/vJy8vj9ddfZ86cOTvdp7q6esDEh6qqKjZv3syGDRu48sorefvtt4lEItTV1XHbbbdxwgknZPbt6uri61//Oq+88gqlpaXcfPPNXHfddZlS6rs69s4YDAauv/567r33Xjo7O3E4HACcdNJJzJgxg5tuumnAivFFixbxzDPP0NbWRmlpKeeddx433nhjZmX2j3/8YxYvXsz3v/99brjhBnw+H1/84hd54IEH8Hg8QLrE+ZQpU7Db7Tz44INYrVYuvfRSfvzjHw8Y1wMPPMDzzz/Pv/71LyoqKvj5z3/OV77ylcw+q1at4uqrr2bJkiW4XC5OOukk7rnnHgoLCzPfZ/tS6tXV1SxcuJDm5maefvppCgoK+NWvfsXRRx/NwoULefXVVxkzZgwPPfQQRxxxxB4f572xYMEC/H4/ixcvztx2+umns2nTJv73v/8BoGkaP/vZz/j9739PZ2cnEyZM4IYbbuCMM84A4PXXX+e4447jlVdeYdGiRaxevZqpU6fy8MMPU1tbm/nZtn/M++m6jqIoXHnllTz11FP4fD5KSkq49NJL+eEPf7jL50r/43jZZZdxyy23sGXLFjRN46WXXuLmm29m1apVmEwmjj76aH75y18yduxYADZv3kxNTQ0ffPAB5eXlTJ8+na985SucffbZmUoJAG+88QY//OEPee+99ygsLOS0007jtttuw+Vy7Zffu8ieT79miwMrqSXpDHfSGmolloqR58jDZrLt+Y5DmKIqPLfxOf6x/h8k1AQAsypmcc7Ecyh0FGZ5dIND13VCyRCRRIRcey6jPKModBTu02z4/n7kXbEuAokAiqpgN9txW9xYTNmtujJSBJUgb7a/yZK2JWwIbMjc7rK4OLrsaGZXzmZC3gRZifUpmq7RG+vFbDRT5ami3F0uK0KEEEIMW4FEgKa+JiLJCEXOokH/XKBqKvevuJ832t/AgIFLplyS6Q0shBDZltJSbApsygTla/vWEklGBuxjNpoZmzs2vaI8v44J+RNwmB1ZGrHYGU3X2ODfkOkVvsG/AZ1PYju7yc6hhYdSX1xPfVE9xc7iLI5W7A/bwtuYWDCRcnd5tocybOwua/20g3LFuNi5lKLx++/+Nyvf+xu/nIPFtucLbm63G7fbzeLFi5kxY8YOK+0B3n33XYqLi3n44YeZO3dupvR8OBzmS1/6Erfccgs2m43HHnuMefPm0dTUxOjRo4F02Lp161Zee+01LBYLl19+OV1dXXs89q4cfvjhVFdX89RTT3H++efT0tJCY2Mjv/71r7npppsG7OvxeHjkkUcoLy9n5cqVXHLJJXg8Hn7wgx9k9tmwYQOLFy/mueeew+fzcdZZZ3H77bdzyy23ZPZ59NFHufLKK3nnnXd46623WLBgATNnzuTEE0/M7POTn/yEO+64gzvvvJNf/epXnHfeeWzZsoX8/Hz8fj/HH388Cxcu5J577iEWi7Fo0SLOOuss/vOf/+zyZ73nnnu49dZbueGGG7jnnnu44IILOOaYY7j44ou58847WbRoERdeeCEfffTRATnRXLVqFW+++SZVVVWZ22677TYef/xxfvvb3zJ+/HgaGxs5//zzKSoqGjCx4rrrruPnP/85RUVFXHrppVx88cUsXboUSD/mqqoCoKoqZ5xxRmaywr333suzzz7LX//6V0aPHk1rayutra2Z++3qubJ+/Xqeeuopnn766cztkUiEK6+8MrMa/MYbb+S0005j+fLlGI0DZ6v/+c9/xuv1cu+99w64fcOGDcydO5ebb76Zhx56iO7ubi677DIuu+wyHn744f31qxZiWNN1nb54H62hVnpjvTitzmFfNl3Xdd7c+iZ/WvMneuPp6ivjc8dz4SEXMj5vfJZHN3j6g2yXxUVtfi0lrpLPNSvaaXHitDgpdZUSTobTIXk0HZKntBQOiwOXxYXZKB+XDxSv1cvcmrnMrZlLe6idxvZGlrQtoS/exystr/BKyyuUOEtoqGxgVsUsSlwl2R7yQcFoMFLkLEqXlPU1EVSCVOdU47LIJDshhBDDiz/up6mviZgay0oonlST3Pu/e3l327uYDCa+M+07HFN+zKCOQQghdsdsNGeqc80bOw9N12gNtbKmd00mKPcn0q+lTX1NLGYxBgzU5NSky68X1FGbX5tpSSYGjz/h58PuDzOrwsPJ8IDtoz2jqS+uZ2rRVGrza+XahBD7kfw1if3KbDbzyCOPcMkll/Db3/6Www47jDlz5nDOOecwZcoUAIqKigDIzc2ltPSTMKO+vp76+vrM1zfddBPPPPMMzz77LJdddhnNzc28+OKLLFu2jCOPPBKAP/zhD9TV1WXus6tj787FF1/MQw89xPnnn88jjzzCl770pcxxtnf99ddn/l1dXc1VV13Fk08+OSAY1zSNRx55JLNC/IILLuDVV18dEIxPmTKFH/3oRwCMHz+e++67j1dffXVAML5gwQLOPfdcAG699Vbuvfdeli1bxty5c7nvvvuYNm0at956a2b/hx56iFGjRtHc3MyECRN2+nN+6Utf4pvf/CYAN954I/fffz9HHnkkZ555JpBeEX/00Uezbdu2vf7d7clzzz2H2+0mlUqRSCQwGo3cd999QLqX+6233sorr7zC0UcfDcCYMWN44403+N3vfjcgGL/lllsyX19zzTWcfPLJxONx7Hb7gMfqu9/9Lh0dHbz77rsAtLS0MH78eGbNmoXBYBgQyu/uuaIoCo899tiAY59++ukD9nnooYcoKipi9erVHHrooQO25efns27dOt544w1mzZqVuf22227jvPPO44orrgDSj/+9997LnDlzuP/++2WVsRB7EE1GaQu30RHuAAMUOYuG/SrJdb51PLb6Mdb51gFQYC/gvLrzOLr86BGzilZRFXxxHxajhWpvNeXucpwW5347vsFgwGP14LF6KHeXE1JC+ON+umJd9MX60HUdp9WJy+Ia9mX6s6nCU8G5E8/l7NqzWd27msa2Rt7peIdt0W38rflv/K35b0zMn0hDZQMzymbs1+fAUOW2urGb7XRGOgkpIapzqilxloyY1wYhhBDDW1+8j6a+JhRNoci54zWaAy2eivPz937Oyp6VWIwWrjj8Cg4vOXzQxyGEEJ+F0WCkyltFlbeKuTVz0XWdzkhnukf5x0F5V7Qr09LqhU0vAFDpqcysKJ+YP5F8x8HRpnM4UTWVZl8zK7pXsLxrOZuDmwdsd5qdTC6anC6RXjRVHgMhDiAJxocQs9XIN3658/Lkg/G999bpp5/OySefzJIlS3j77bd58cUXueOOO3jwwQdZsGDBLu8XDof58Y9/zPPPP09HRwepVIpYLEZLSwsAa9aswWw2c/jhn5yITJw4kdzc3H39sYB03/prrrmGjRs38sgjj+ywyrffX/7yF+699142bNhAOBwmlUrtUJKhuro6E4oDlJWVDVjRDmQmCOztPi6XC6/Xm9lnxYoVvPbaa7jd7h3GuGHDhl0G49sfs6QkveJq8uTJO9zW1dW102D80ksv5fHHH9/h9nA4vMNt/Y477jjuv/9+IpEI99xzD2azORMwr1+/nmg0OmBCAKRD6WnTpu1y7GVlZZlx9lcSAPj973/PH/7wB958881MoL1gwQJOPPFEamtrmTt3Ll/+8pc56aSTdjneflVVVTtMjli3bh033ngj77zzDj09PWhauq1BS0vLDsH4/Pnz+e9//8uxxx7LjTfemOkxvmLFCj788EOeeOKJzL66rqNpGps2bRowyUMI8YmUlqIr2sWW4BaiySi59txh30u7J9bDk2uf5I32N4B0j7BTxp3Cl8d8ecT0jlI1FV/Ch67plLnKKHeXk2PLOaDf02gwkmPLIceWQ4WngqASxBfz0RProTvajQEDLqsLp9kp4eMBYjQYObTwUA4tPJSLD72YdzvfpbGtkVU9qzIXch5e9TBHlB5BQ0UDU4qmDPsJMrtjNpopdZfiT/hZ07uGoBKkyls17FtLCCGEGN56Yj009TWh6mpWWgZFkhHuWHYHTb4mbCYbVx95NYcWHrrnOwohxEHGYDBQ5i6jzF2WaQPRE+tJn1v1ps+v2sJttIXS/7285WUAip3F6aC8IB2UywTcfdMb680E4at6VhFNRQdsr8mpYWrRVOqL6xmfO35En9sKMZgkGB9CDAbDXpUzPxjY7XZOPPFETjzxRG644QYWLlzIj370o90G41dddRUvv/wyd911F+PGjcPhcHDGGWegKMoBHWtBQQFf/vKX+frXv048HueLX/wioVBowD5vvfUW5513Hj/5yU/4whe+QE5ODk8++SQ///nPB+zXX8K7n8FgyASo+2ufcDjMvHnz+NnPfrbDz9IfGu/M9sfs/yCzs9s+PZZ+P/3pT7nqqqt2efydcblcjBs3DkivsK6vr+cPf/gDX//61zOB+vPPP09FRcWA+326BP+exvnaa6/xf//3f/z5z38eEKIfdthhbNq0iRdffJFXXnmFs846ixNOOIG///3vexz3p82bN4+qqioeeOABysvL0TSNQw89dKfPT5PJxIMPPshpp53GOeecg8vl4vvf/z7hcJhvfvObXH755TvcZ/uQXwiRpus6voSP1mAr3bFuXBYXJa7hfTIWT8X554Z/8s8N/0TR0q8vcyrncPbEs8m3j4zZwpquEUwEiafiFDgKqPRUUmAvGPTH3Ww0k2/PJ9+ez2jvaAJKgN54L73RXjoTnZiN5vSKXZN9WD8ns8lutjO7cjazK2fTG+tlaftSGtsaaQu38dbWt3hr61vk2HKYWT6ThsoGqrxVI/axyLXlkjAnaAm2EEqkV48XOAqyPSwhhBDiM+uKdrHOtw4NLSvvZcFEkFvfuZXNwc24LC6umX7NiGpfJIQY/godhcyqmMWsinSVy2AiyNq+tZlV5ZsDm+mKdtEV7eK/bem2rnm2PCYWTMysKq/wVEhFtZ1IaSnW9q1lRdcKlncvpzXUOmC72+JmStEUphZPZUrRFHJtudkZqMgaXddRNAVVV7M9lBFNgnExKCZNmsTixYszX1sslkxf6H5Lly5lwYIFnHbaaUA6AN68eXNm+8SJE0mlUrz//vuZUupNTU34/f4Bx9nZsffk4osv5ktf+hKLFi3aaV/y/t7Y1113Xea2LVu2fKbvsb8cdthhPPXUU1RXV2M2D96fcHFxMcXFxft8f6PRyLXXXsuVV17J/PnzmTRpEjabjZaWlgFl0z+r9evXc8YZZ3Dttdfy1a9+dYftXq+Xs88+m7PPPpszzjiDuXPn0tfXR35+/l4/V3p7e2lqauKBBx5g9uzZALzxxht7vN/JJ5/MV7/6VV599VW+//3vc9hhh7F69erMZAEhxK7FUjHaQ+20h9vR0Ch2Fg/rmbOarvFG+xv8ec2f8SV8AEzMn8iFky5kTO6YLI9u8ISVMCElhNfqZWzhWAodhQdFHy2LyUKho5BCRyEJb4JAIkBPrAdf3Ic/5sdqtuK2umWV7gFU4CjgK+O+wryx89gc3ExjWyNL25cSSAR4YdMLvLDpBUZ7RjO7cjYzK2aOmIkk27OZbJS4SuiL9/FR70eM8oyi0lOJxWjZ852FEEKIg0BnpJN1vnUYDcasvJf3xfu45e1baA+347V6ufaoa6nOqR70cQhxsNF1fcROQB0JvDYv08umM71sOpBuY9fsa04H5b1rWe9fjy/hy0xOhnTAW5tfm1lVXu2tHtbXbHanK9rF8q7lrOhewaqeVSTURGabAQNjc8cytXgq9UX1jM0dKxMKRhhN14in4sTVOEoqvQDGZraR78gf9tUwD2bZv9IohpXe3l7OPPNMLr74YqZMmYLH4+G9997jjjvu4JRTTsnsV11dzauvvsrMmTOx2Wzk5eUxfvx4nn76aebNm4fBYOCGG24YsCq4vxz2N7/5Te6//37MZjNXXHEFDodjwBh2duw9mTt3Lt3d3TuURu83fvx4WlpaePLJJznyyCN5/vnneeaZZ/bxt/T5fOc73+GBBx7g3HPP5Qc/+AH5+fmsX7+eJ598kgcffHCnwf7B4swzz+Tqq6/m17/+NVdddRVXXXUV3/ve99A0jVmzZhEIBFi6dCler5eLLrpoj8eLxWLMmzePadOm8Y1vfIPOzs7MttLSUu6++27KysqYNm0aRqORv/3tb5SWlmbK7+/tcyUvL4+CggJ+//vfU1ZWRktLC9dcc81O900kEjz11FMcdthhdHd388Ybb3D22WcD6T7uM2bM4LLLLmPhwoW4XC5Wr17Nyy+/nOm9LsRIp2oqXdGu9KrHZIg8e96w/6DY1NfEox89ysbARgCKHEWcV3ceR5UdNWIuPsRTcfxxP3aznQl5EyhxlRy0IbPNZKPYWUyxs5hoMkpQCbItuo1AIkCf2ofdbMdtcWMxSRh5IBgMBmpyaqjJqeG8uvNY0b2CJW1LeG/be7SEWnhizRP8ac2fmFI0hdmVszmy9MiD9rl0IBgNRgodhUSTUTb4NmR6j3utO/+MK4QQQhwsOsIdNPuasZgsB7x9zs50Rbu4+e2b6Yp2kW/P5/oZ11PuLh/0cQjxWei6jo6OpmsD/42ebt23/b/5eJ/t//3x/uiAgfT/+fjfbPf1x7eZDCbsZjs2k23EtPgaiZwWJ1OLpzK1eCoAiqqw3r+eNb3pFeXNvmbCyTDvb3uf97e9D6TPkyfkTaCuIL2ifGzu2GH7HFFUhTW9a1jevZwVXSvYGtk6YHuONYf64nrqi+qZUjQFj9WziyOJ4SilpTJBeEpNYTQYsZqseCwe8tx5mfZ8DrNjxFzzOxhJMC72K7fbzVFHHcU999zDhg0bSCaTjBo1iksuuYRrr702s9/Pf/5zrrzySh544AEqKirYvHkzd999NxdffDHHHHMMhYWFLFq0iGAwOOD4Dz/8MAsXLmTOnDmUlJRw8803c8MNNwzYZ2fH3hODwUBh4a77Vn3lK1/he9/7HpdddhmJRIKTTz6ZG264gR//+Mef6fezP5SXl7N06VIWLVrESSedRCKRoKqqirlz52I0HtwzzsxmM5dddhl33HEH3/rWt7jpppsoKiritttuY+PGjeTm5nLYYYcNeK7szrZt21i7di1r166lvHzgCauu63g8Hu644w7WrVuHyWTiyCOP5IUXXsj8nvb2uWI0GnnyySe5/PLLOfTQQ6mtreXee+/l2GOP3WFfVVW56aabWLt2LTk5OXzlK1/h+uuvB9K90v/73/9y3XXXMXv2bHRdZ+zYsZngXIiRzh/30xJqoTvajcPioNRVOqw/JHZFu/jTmj/xdsfbADjMDk4ddypfrPnisD2B/LSkmqQv3ofZaGaUdxQV7gpclh3bWRysnBYnTouTEmcJkWSEgBKgK9JFIBFA1VTsFjsui+ugWPU+HJmNZg4vOZzDSw4nrIR5u+NtlrQtocnXxIruFazoXoHdZGdG+QxmV8ymrqBuxMzOd1qc2Ew2emI9hJQQNTk1lLpKR8zPL4QQYujQdZ2tka2s863DZrZlZTJXe6idm9++GV/CR7GzmOtnXE+xc98r5gmxPwNrg8HwSXCd+QaffG00GDFgwGAwfPLv/q8xYjAYMBvNmIwmjBgxGU2YDWaMRiNmgxmTwYTRaMRoMGb2N/DxsT4+JqQnM4cSIfyKn5ASIqklMWDAZrJhM9uwmWzyWXOYspqsTCqYxKSCSUA6+NsU2JTuU/7xf5FkhJU9K1nZsxJIn6uNzR2bKb0+IX8CDrNjd9/moKXrOp2RzkwQvrp3dab1HaT/BsfnjWdqUXoyQZW3Sv4WRhBFVYirceKpOJqmYTKasJvsFDoKybXl4jQ7M+fn4uBh0HVd3/Nu4kAJBoPk5OQQCAR2WK0cj8fZtGkTNTU12O3De7WcEEIMdfKave/iqXi6bHqkHU3XyLPnDesgMZaK8Y/1/+D5jc9nLiYcN/o4zqo9a8T0l1I1FV/Ch6aly+RXuCvItedme1j7haZrhJQQgUSArmgXISWErus4rU5cFpecIA+CzkgnS9qWsKR9CV3RrszthY5CZleke5aPpBVgQSVIVIlS7i6nyluF0+LM9pCEEEIIIB02tIXa2ODfgMPiwG11D/oYNgU2ces7txJSQlS6K7l2xrUjsiXLSPFZAusdguvt7vfJARmwulpHBwMY9O2C6u2CZiATQGNI/9tkMGE0fBxSG9MhtZn0v00GU+Y4/aH39oF1f5D96e2Zffjk3/uLqqnEUjGiqWh6cnAiQCQZQVEVNF3DbDJjN9mxm+3D+rxefELTNVpDrek+5R+vKvcn/AP2MZCu/DUxfyJ1BXXU5tce1FWt4qk4H/V+lOkVvv15JUC+PZ/6ovSq8MlFk4fUBH+x73RdJ6EmiKfiJNQEOjoWowWH2UGOLQev1YvD7MBpcUpLsyzYXdb6aRKMZ5kE40IIMTzIa/Znp2oq3bFuWoItBJUgufbcITuDeG9ousZ/W//LX5r+kjlJPKTgEC6YdMGI6V2o6zoBJUAsGaPAXkClp5ICR8GwDYtVTSWoBPElfHRHu4kkIwC4LC6cFuew/bkPFrqu0+RrorGtkbe2vkUsFctsG5c7jobKBo4uP3pElLZTVIXeWC9eq5eanBoKHYXDuiKHEEKIg5+ma7QGW9kY2IjL6spKqNDU18TPlv2MaCrKmJwxXHPUNQd1UDOcbR9E7+vq6v5/p7NpA7phu3+PgMA6W/qDov6wPJgIElSCxFNxVE0FQ7qfrt1kx2qyyjnQCNC/wnpN35rMivJPB8sAlZ7KzIryifkTyXdkb1KSruu0h9szvcLX9K0hpaUy200GExPzJ2Z6hY/yjBoWf79i91RNzQTh/VUC7CY7DrODPHsebosbpyVdFl1e27JPgvEhRIJxIYQYHuQ1+7MJJAK0hlrZFtmG3WInx5ozrE8qVveu5rGPHmNzcDMAJc4SLph0AYeXHD6sf+7thZUwISWEx+phlGcURc6iETWDNqkl033I4330xnqJJqMYjUbcFrf0lhoEiqrw/rb3aWxrZEX3inRpStIXOA4rOYyGygamFU8b1qtadF3Hl/Chaiqj3KMY7R2NxTRy/gaFEEIcPDRdY0twC5sCm/BYPVmpZrKyeyV3vXcXCTVBbX4ti45cJFVVdkICa7EvUloqHZQno0RSEfxxP7FULL3CUtexmCzYTDZZVT6C9MR60iF5bzoobwu37bBPsbM4HZQXpIPyEmfJAf1bjCajrOpZlWnD1RPrGbC90FGY7rVeNJVDCg8Z1gs5RFpSTaaDcDVOSkthxIjdbMdtcZNr/6Qsut1kl/eJg5AE40OIBONCCDE8yGv23kmoCdrD7bSH2klpKfId+cP6RLgz0smf1vyJZZ3LAHCanXx1/Ff5QvUXRkwgFU/F8Sf82E12yt3llLnKsJtH9t9IQk0QSATojfXSF+8jnopjNplxW9wj/nczGPwJP2+2v0ljW2NmsgqAx+Lh6PKjaahsYGzu2GF7ohtPxfHFfRQ6CqnJqSHHlpPtIQkhhBhBVE1lc2Azm4KbslYx6r3O9/jF/35BSksxpWgK3z/i+0Oy9+fn7V+9vwPr/v7VJoPpk/9//G+zwbxXgfWnw+mdhdli6NF1nbgaJ5qMEkvFCCQChJQQCTWRDp+MxkxQbjVah+3ncPGJYCKYLr3et4amviY2BTalX3e2k2fLY2LBxMyq8gpPxed6DdB1nZZQC8u7lrO8aznNvmZUXc1stxgt1BXUMbVoKvXF9ZS7yuW5OIzpuo6iKcRT6f7guq5jNpqxm9OLd7w2byYIt5qs2R6u2AsSjA8hexOMV1dX43DIjCQhhDiYxWIxNm/eLMH4Lmi6Rne0my3BLQSVIDm2nGG9IiOajPLMumd4cfOLpLQUBgycUHUCZ044E69tZJRnTGkpfHEfBgyUukqpcFdkpW/kwS6ajBJUgnRHu/En/CTUBDazDbfFLSdfg6Al2MKStiW80f4GvoQvc3u5q5zZlel+5IWOwiyO8MDQdI3eWC9mo5kqTxXl7nJMRlO2hyWEEGKYS2kpNgc2szm4mTx7XlYmBC5tX8qvl/8aTdc4svRILp92eVYmrGq6RlgJo+na7gPr/lBm+17W233dHzJnwmsMA0Jng8GACdNuA+vtg+29XU0tgbX4vJJaMhOUh5Uw/oSfuBonkUqAAaxGK3azHZvJJp9TR4BoMkqzrzldfr13Lev96weE1gBui5va/NrMqvJqb/UenxthJczKnpUs71rOh90fDjjnAyh1laaD8KJ6JhVOGpKTpMTe0XTtk7LoKQUNDZvJli6LbsvDbf2kLPpwXsAznEkwPoTs7sFSVZXm5maKi4spKCjI0giFEELsjUAgwNatWxk3bhwWy8hYCby3AokAbaE2tkW3YTVZybXlDttZt5qu8Z+W//DXpr8SVIIATC6czIWTLmSUd1SWRzc4NF3DH/eT1JIUOYqo9FQO68d8f9F1nUgyQkAJ0B3tJpAIkNJS2C3psl1yYnZgabrGyp6VLGlbwrKOZZn+YQYMTCqYxOzK2RxVdtSwK5/X3+KgzFVGdU51Vvq7CiGEGBlSWooN/g20hdrIc+RlJXx4dcurPLjyQXR0ZlfM5tL6S7MSuKW0FN3RbnJsOViMlnR5cKMJM2aMRuOOK6wlsBYjgK7rmT7lsVQMf9xPOBnOrCo3GU3YTXbsZjsWo0XOL4c5RVVY71/Pmt50n/JmXzMJNTFgH5vJxoS8CdQVpFeUj80di9loZlNgU6ZX+DrfugEr0W0mG5MKJmV6hZe6Sgf7RxODJKWl0qvB1TgpNYXRYMRqsuKyuMiz5eGyunCandjNdnmvHCYkGB9C9vRgdXR04Pf7KS4uxul0ypu+EEIchDRNY+vWrVgsFkaPHi2v1R9TVCVdNj3cjqIq5Nvzh3X58JU9K/njR3+kJdQCpFecnj/pfKYVTxsRzwld1wkpISLJCHm2PEZ5R1FgL5DZ/ftA0zXCyTCBeIBt0W2ElBCaruG0OnFb3HLSdoDFUjHe6XiHJW1L+Kj3o8ztVqOV6WXTmV05m8mFk4fN45DSUvREe3BZXNTk1FDsLB4Rr1lCCCEGT1JLpkPxYBsFzoKsVMV5fuPz/HH1HwE4sepEvnbo17LyXt4fipe6ShmfN15WJwqxG0k1mQnKg0qQQCKQXu2pKhgwYDFbMmH5cPlsLnauv+LImr50UL62by2RZGTAPmajGbvJTjgZHnB7pbuS+uJ6phZNpTa/ViqzDVOKqhBX02XRVU3NPB88Ng+5tnTrlv4gXAxPEowPIXt6sHRdp7OzE7/fP/iDE0IIsdeMRiM1NTVYrfIBW9M1emI9tARb8Cf8w75s+tbwVp5Y8wTvb3sfAJfFxRkTzuDEqhNHzCrfaDJKIBHAbXEzyjuKYkfxsJ4EMZhUTSWkhPAlfHRFuzIn/y6LC6fFKReADrDuaDdvtL9BY1sjHZGOzO15tjxmVcyiobJhWFSD0HWdQCKAoipUeCqo8lbJhXohhBD7RVJNst6/nvZwO4WOwkH/jKjrOn9v/jtPrXsKgHlj5zF/4vysTAJLqkl6Yj2UucoYnzdewhkhPiNN14ilYsRSMSJKBF/CRzQZJa7G0dExGUyZ8uvy9zW8abpGa6g13af841Xl/oQfALvJzuTCydQX11NfVE+Rsyi7gxX7na7r6bLoH7df0NGxGC3YTDZy7bnkWHPSQbjFicUo16ZGCgnGh5C9fbBUVSWZTA7iyIQQQnwWVqsVo1ECqpASojXYSme0E4vJQq4td9gGd2ElzNPrnuZfm/+FqqsYDUZOqjqJMyacMWJ6aSuqQl+sD5vZRrm7nDJX2bArNX0wSWpJgokgffE+emI9RJIRTEYTbosbh9khq3wPIF3X2eDfQGNbI29ufXPAKoRqbzUNlQ0cU3EMubbc7A1yP0ioCfpifeTZ8qjJrSHfnp/tIQkhhBjCEmqC9b71dEQ6KHIWDfqkUV3XeXzN4zy/8XkAzq49m1PHnZqVz0yKqtAb7aXSW8nYnLEyiVSI/SShJogl0yXYQ0oIf8JPQk2Q1JIYMGA1fdKrfLhemxAfLy6MdBJOhqnJqRkxixRGCk3X0mXRU3EULV0xor8/eK49F7fFjdOc7g8uVQtHLgnGh5DP8mAJIYQQBytFVegId9AWbiORSpDvGL5l01VN5ZWWV/h7098JJUMATCuexvl151Phqcjy6AZHSkvhi/sAKHWVUu4ux2uVzzGDSVEVAokAvbFeeuO9xFIxLCYLbotbSoMdYCktxQddH9DY1sj/tv0PVVcBMBqM1BfV01DZwOElhw/ZVSqartEX78OAgdGe0VR4KmSWvRBCiM8snoqzzreObdFtWQnFNV3jwZUP8p+W/wBw0SEX8cWaLw7qGPr1Tzwb5RnFmNwx8r4qxAGkampmVXk4GSaQCBBJRlBUBU3XMJvS5ZVtJtuwvWYhxFC3fX/wpJrEaDBiN9lxW93k2fJwWpw4LU7sJrssEBAZEowPIRKMCyGEGMp0Xc+UTfclfHisnmG9Wnp513IeX/04beE2IN2r6oJJF1BfXJ/lkQ0OTdcIJAIkUgkKnYVUuivJt+fLiUiWxVIxAokAPbEe/Ak/8VQcm9mG2+IesuHsUBFSQry19S0a2xpZ71+fud1pdjKjfAYNlQ3U5tUOyb+R/hYJxc5ianJq8Fg92R6SEEKIISKWitHsa6Yn2kORs2jQV2+ltBS/Wf4b3tz6JgYMfGPKNzhu9HGDOoZ+8VQcX9xHlbdKVjEKkSXxVJxYKr2qPJgIElSCmT7EGMBmtmE32bGarLKqXIhBpus6iqaQSKVLo2u6htlgxm62k2PNwWvz4jSng3C5viF2R4LxIUSCcSGEEENVWAnTGmqlM9KJ2Wgm1z58y6a3h9r54+o/srx7OQAei4cza8/k/43+fyOiTJOu64STYcKJMLn2XCo9lRQ5Bv8ip9g9XdeJptJhZle0i6ASRFEVHGYHbqtbLsQeYFvDW1nStoQl7UvoifVkbi92FjO7YjazK2dT6irN4gg/O1VT6Yn1YDPZGJMzhhJXybB9nRdCCLF/RJNRmn3N9MZ6KXYVD/r7hqIq/PJ/v+T9be9jMpi4bNplHF1+9KCOoV8sFSMQD1DtraY6p1o+OwtxkEhpqXRQnowSSUXwx/3EUjESagJ0MJvM2Ew27Ga7nEMJsZ9pupbuD55K9wcHsJqs6bLotlzcVnd6RbjZKX9/4jORYHwIkWBcCCHEUJNUk3RGOmkJtRBPxcl35A/bWZshJcTfm//Oy1teRtM1TAYTc2vm8tXxX8VlcWV7eIMilorhj/txWVxUuispcZUM28d7ONF1nVAyRCCeDslDyRCqruI0O3FZXHJh9gDSdI01vWtY0r6Et7e+TVyNZ7bV5tUyu3I2R5cfPaReQ4KJINFklApPBVXeKhxmR7aHJIQQ4iAUSUZo6mvCF/dlJRSPp+Lc9d5drOpZhcVo4crDr2RaybRBHUO/aDLd77gmp4Yqb5VMLBPiIKbrOnE1TjQZzVTjCith4mqclJbCYDBgN9uxm+1YjdYhWQ1KiGxRNZW4mu4PnlJT6SoNJhsui4s8Wx4uqwun2YndbJf3SvG5SDA+hEgwLoQQYqjQdZ3eeC8twRb6Yn14bMO3bHpKS/Hvzf/mqXVPEUlGADii5AjOqzuPMndZlkc3OBRVwRf3YTFaKHOVUe4ux2lxZntYYh+omkpICeFL+OiOdhNJRtDRcVlcOC1OOfk8gBJqgnc732VJ2xI+7P4QnfSpl8Vo4fCSw5kzag5Ti6YOiYtriqqkX/utHsbkjqHAXjAkxi2EEGJwhJQQTX1NBBNBilxFg/75IpKMcPuy21nnW4fdZOfqI6/mkMJDBnUM/cJKmGgyytjcsYzyjJL3SyGGoKSW/GRVuRLBn/ATU2MoqoKOjtVozZRgl0nHQnxCUZVMEK5qKmajGbvJjsfqIceWk1kNbjfbsz1UMcxIMD6ESDAuhBDiYJXSUiiqQkJNpEPShI+OcAdGo5F8e/6wDNN0Xed/Xf/j8dWP0xHpAGC0ZzQXHnIhhxYemuXRDQ5VU/ElfOiaTomrhHJ3OTm2nGwPS+wnSS1JMBHEF/fRE+shkoxgNBpxW9w4zA65cHsA9cX7WNq+lMa2RlpDrZnbjyg5gkumXDIk/s50XccX96HqKqPcoxjtHY3FZMn2sIQQQmRZIBGg2ddMSAlR7Cwe9M8TgUSA2965jc3BzbgsLq6Zfg3j88YP6hj6hZQQsWSMcbnjqPRUymcrIYYJXdczfcr7q6qFk2ESaoKUlsJkNGE3pVeVW4wW+dsXI4Ku6+my6Gq6LLqu61hMFmwmG7n2XHKsOTjMDpxmp5w3igNOgvEhRIJxIYQQ2aTrOor2SfidUBPpGdHJCIlUAkVTSKpJdHQMBgN59rxhW0a7JdjCH1f/kZU9KwHIseZwVu1ZHDf6uGE5CeDTNF0jmAgST8UpcBRQ6amUFaHDnKIqBBIBeuO99MZ6iafimE1m3Ba3zN4+gHRdZ0twC6+3vs7LW15G1VU8Vg+XTL6E6WXTsz28vRJPxfHFfRQ6CqnJqRkSob4QQogDwx/30+RrIpaKUegoHPTPjr2xXm555xa2hreSY83h2hnXUuWtGtQx9Asmgiiqwvi88ZS5yuRztBDDXFJNZoLyoBIkkAgQT8VRVAUDBixmSyYsHwnXFMTwp+ka8VScuBpHSSkYDAZspnTlhDxHHm6LG6fZicPskEoKYtBJMD6ESDAuhBBiMCS15IDV34lUgnAqTCQZIakmSWmpdO8sDBiMBixGCxajBavJitloHtYnccFEkL82/5VXt7yKjo7ZaOZLNV/i1HGnjpjS4WElTEgJ4bV6Ge0dTaGjELPRnO1hiUEUT8UJJAL0xHrwJXzEU3FsJhtuq3vYToY5GGwJbuHXH/yallALALMrZrPg0AVDov+4pmv0xnoxG81Ueaood5fLxQ8hhBhhfHEfTX1NxNV4VkLxbZFt3Pz2zXTHuimwF3DdjOsod5cP6hj6+RN+VE1lQt4ESl2lWRmDECK7+kPDaOrj8uuKn4gSIaEmUPV0Sen+8utyjiWGgpSWygThSTWJ0WDEbrLjsqb7g/eXRZfqc+JgIMH4ECLBuBBCiP1F07WB4beaIJqKEk1G07OWNYWUlkLX06u/zUYzFpMlE4KPtCA0qSZ5afNLPL3uaWKpGABHlR3F/InzKXGVZHl0gyOeiuOP+7Gb7YzyjKLEVYLNZMv2sESWRZNRAokA26LbCCrplU8OswO31T3iXicGQ0pL8ffmv/OP9f9ARyffns+l9ZcypWhKtoe2V/on1pS5yqjOqR4Sob4QQojPrzfWS1NfE0k9SaGjcNC/f1uojVvevgVfwkeps5TrZlxHkbNo0McB6XYpBgxMyJtAsbM4K2MQQhycFFUhmvxkVbk/4SehJkhqSQwYsJqs2M12bCbbsF6QIA5+uq6T1JKZIFzTtEx/cK/Nm+4PbnbitDhlYoc4KEkwPoRIMC6EEOKzSqrJdPitKSiqQjwVJ6yEiaQipLQUSS2JqqsAGA1GrEbrgAB8pM/i1HWddzvf5Yk1T7Atug2Aam81Fx1yEXUFdVke3eBIqkn64n2YjWZKXaVUuCskzBI70HWdcDKMP+6nK9pFKBlC1VWcZicui0tWB+9nzb5mfrP8N3RGOgE4qeok5tfNHxJl7VNaip5oDy6Li5qcmqz0lxVCCDF4uqPdNPua0XSNfEf+oH//TYFN3Pr2rYSSIUZ5RnHtUdeSZ88b9HFAeoKAyWCiNr82KxMEhBBDi6qpxFIxYqkYkWQEf8KfaWWno2M2pYNIm8kmPZnFAdW/uCaeipNQ0/3BrSYrDrODHFsOHqsnsyJcJsiLoUCC8SFEgnEhhBA7o2pqJvhOqInM6u/+MlxJLUlSS4IOGNgh/JbAauc2Bzbz2OrHWN27GoBcWy7nTDyHhsqGETE7W9XUTJnHYmcxFe4Kcu252R6WGAI0XSOkhPDFfXRFu4gkI+jouCwunBbniPj7GQzxVJw/r/0z/9r8LwBKnaV8a+q3qM2vzfLI9kzXdQKJAIqqUOGpoMpbJRUohBBiGNoW2UazrxmDwZCVMHpt31p+tuxnxFIxxuaM5ZqjrsFj9Qz6OAB6Yj1YjVYm5E2gwFGQlTEIIYa+eCpOLBUjmooSTAQJKkHiqTiqpoKBAeXX5bxL7CtVU4mrceKpdFn0/v7gLouLXFtu5tzeYXbI80wMSRKMDyESjAshxMjVX6aov/S5oirE1BhhJUwsFSOlpVBUBV3X0dExGU1YTJZ0CP5x6XNZkbd3/HE/f2n6C6+3vo6OjsVo4ctjvswp404ZEqsxPy9d1wkqQaLJKPn2fEZ5RlHgKJCTHbFPUlqKoBLEF/PRE+shkopgNBhxWVzSW2w/Wdm9kvtX3J8pzfqVsV/hjAlnDIlVIwk1QV+sjzxbHjW5NeTbB38loRBCiAOjM9JJs68Zk9FEri130L//h90fcte7d6FoCnX5dVx95NU4Lc5BH4eu6/TEenCYHNTm18pEUyHEfpXSUumgPBklkorgj/uJpWIk1AToYDKZsJvs2M12WckrdimpJjNBeEpLYTKYsJvteCwecu25mdXgNpNNzuHFsCDB+BAiwbgQQgx/qqYO6Pvd32MqnAxnVn+ntBQYwIBhwMpvmRH8+SiqwgubXmDxusXE1TgAx5Qfw7kTz81aD8LBFklGCCaCeKweRnlGUeQswmI8+MM1MTQk1SQBJUBvrJfeWC/RVBSz0Yzb6sZhdmR7eENaJBnh0Y8epbGtEYDRntF8Z9p3qPJWZXlke6bpWibUr/JUUe4pl9cdIYQYwnRdpyPSwTrfOqwmK17b4F+/erfzXX75v1+S0lLUF9Vz5RFXZqUyia7rdEe7cVlc1ObXkmPLGfQxCCFGFl3XiavxTFgeUAKEE2HiapyUnsKAIdOnXELOkUnXdRJqgrgaT5fl13UsJgs2k41cWy5eqzcThA+FydZC7AsJxocQCcaFEGJ40HV9QOlzRVWIJWOEkqFM+K2oCjo66GA2mQeE3zLLd//SdZ13Ot7hiTVP0B3rBmBs7lgunHThkChJvD/EU3H8cT92s51ydzllrrIRsTpeZE88FSeQCNAT68Gf8BNPxbGYLLitbimp/Tm82/kuD3z4AEEliMlg4szaM5k3Zt6QaJkRTUYJJAIUO4upyanJWqlbIYQQ+07XddpCbaz3r8dhcWTltXxJ2xLuX3E/mq4xvXQ6lx92eVbOnzRdoyfag8fqoTa/Vt7XhBBZk9SSn6wqV9K9ymNqLHPdyWq0ZkqwD4XzBvHZaLpGPBUnrsZRUgqQLrnvMDnIs+fhtrpxmtNl0eXxFyOFBONDiATjQggxtPSXN+/v+62oCpFkhEgy3fs7paXSq78Bo9GYCb/7V4HL6u8Db4N/A4+tfoymviYA8u35nDvxXGZWzBwRv/+UlsIX92HAQKmrlAp3BW6rO9vDEiNMfyDaFevK9J22m+24LW6Zob4PAokAD658kHc73wVgfO54vj3125S5y7I8sj1LaSl6Y73YTDbG5IyhxFUyIl6LhRBiONB1ndZQKxv8G3BanFn5TPnylpd5aOVD6Og0VDbwzSnfzMpFfk3X6Ip0kWfPY0LeBPl8LYQ4qOi6nulTHkvF8Mf9mSqFKS2FyfhJ+XWL0SKryoeYlJbKBOEpNYXBYMBusuO0OMm352dWg0trMzGSSTA+hEgwLoQQB5/+EkTbrwCPJqPp8DuVvj2pJtOrv0mv/rYarZnwW1Z/Z0dfrI8nm57MlB22Gq18ZdxX+PKYL4+IldKaruGP+0lqSYocRVR6Ksm15cpJkcgqXdcJJ8PpkDzaRUgJkdJSOCwOXBaXvF5+Brqus6R9CQ+vephYKobVaGV+3XxOqj5pSATNwUSQWCpGubucKm+VlNoXQoiDnKZrbAluYVNgEx6rJyu9vP+54Z88seYJAL5Q/QUuOuSirLzn9YfiBY4CJuRNyMrvQgghPqukmswE5UElmPk8rqjpFcZWszUTlg+F84mRRFGVTBCuaRpmoxm7yY7H5iHHloPT7MRpcUplNiG2I8H4ECLBuBBCZE9/efNM/+9UgnAqTCQZIakmSWpJVE3FgAGD0YDVmC553l/6XE4cDg4JNcFzG57j2Q3PklATAMyumM05E8+hwFGQ5dEdeLquE1JCRJIR8mx5jPKOosBeIOWyxEFH0zVCSgh/3E9XLB2So4PT6sRlcclr6l7qifXwuxW/Y2XPSgAmF07mm/XfpNBRmOWR7ZmiKvTF+vBYPYzJHUOBvUAm7wghxEFI1VS2hLawyb8Jr8076EGwruv8rflvPL3uaQBOGXcK59Sek5X3DFVT6Yp2UeQsYkLeBJnYJYQYsvrLb0dTUaLJKL6Ej4iSrn6o6ipmozlTft1qsmZ7uCOGpmuZIDyhJtB0DavJisPsINeWm5mc5jA7sBil+poQuyLB+BAiwbgQQhxY/R8wM+G3miCSihBLxoin4iiaQkpLoekaRoMRs9GMxWTJhOCymvHgpes6S7cu5U9r/kRfvA+A8XnjuWjSRYzLG5fl0Q2O/nLVboubUd5RFDuKpUy1GBJSWoqQEqIv1kdPrIdIKoIBAy6rC6fZKWHpHmi6xstbXuaJ1U+gaApOs5MFhy5gdsXsg/53p+s6vrgPVVcZ7RnNKM8oed0SQoiDiKqpbApsYktwC7n23EGvvKTrOo+tfowXN70IwDkTz+HUcacO6hj6pbQU3dFuSl2ljMsdNyKqUAkhRhZFVYgmP1lV7k/4M9fPjAYjVpMVu9mOzWSTicz7iaqpJNRE5pqkAQM2kw2XxUWOLQe3xZ0JwuV3LsTek2B8CJFgXAgh9o+kmsz0/U5qSWKpGBElQiQVIaWl0qu/dRUAk8E0oO+39Fcaetb51vHYR4+xzr8OgEJHIfPr5nN02dEj4rFUVAVfzIfVbKXcXU6Zq0xWr4ghK6kmCSgB+uJ99ER7iKaimI1m3FY3dpN9RPxN76ut4a3cv/z+zGvhkSVHsnDKQnJsOVke2Z719z4sdBRSk1MzJMYshBDDXUpLsTGwkZZgC3n2vEEPgjVd44EPH+C11tcA+NqhX+ML1V8Y1DH0S6pJemI9lLnKGJ83XlZPCiFGBFVTiaVi6WtqyQj+hD/TVlBHx2xKl/S2mWwyuXUvJdUkcTVOPBVP93s3mLCb7bgtbnLtuZmy6HLuK8TnI8H4ECLBuBBC7D1VUwf0/U6oCaJKlEgqkgnEk1oSXdcxGAwD+n5bjBYpLT0M9MR6+POaP7N061IAbCYbp447lZPHnDwiLlaltBS+uA+AUlcp5e5yvFb5/CCGj4SaIJAI0BPrwRf3EUvGsJqtuK1u6Z+2C6qm8s+N/+RvTX9D1VW8Vi8LJy9ketn0bA9tjzRdozfWi9lopspTRbm7XN6rhRAiS5Jako3+jbSGWilwFAz6Z+uUluK+D+7j7Y63MWDg0vpLmTNqzqCOoZ+iKvRGe6nwVDAud5yEP0KIES2hJj5ZVZ4IElAC6WtwahKDIb3a2W5Ol18f6SucdV1H0T7uD56Ko+t6uj+42U6uNTfTnsRpdsp7ixD7mQTjQ4gE40IIMZCu6yS17VZ/q0liaoywEiaWiqXDbzUdfvfPVjUbzekQ3GjBbDTLDMthKJ6K8+yGZ3luw3OZUlNzRs3h7NqzybPnZXt4B5ymawQSARKpBIXOQirdleTb8+W5Loa1aDJKUAnSFe3Cn/CjqEpmZr1cRNjRluAWfv3Br2kJtQDQUNnARYdchMviyvLI9iyshAkpIcpcZdTk1Ax6L1shhBjpkmqS9f71tIfaKXAOfiiuqAr3vH8PH3R9gMlg4vLDLueosqMGdQzbj6U31ssozyjG5I6Rfq5CCPEpKS2VWVUeTobxx/3EUjESagJ0MJlM2E127Gb7sG9P2N+3Pa7GUVIKADazDYcp3R/cbXVngnCZACzEgSXB+BAiwbgQYqRKaSkUVRnQ/zuSjKRLNH28+julpdDRMRqMmb7f/SvAR/os1JFC0zWWtC3hybVP4kukV0rX5ddx4SEXUpNTk+XRHXi6rhNOhgknwuTac6n0VFLkKJITKjGi6LpOJBkhoATojnYTSARQNRW7xY7L4hr2F1s+i6Sa5O/Nf+fZDc+io5Nvz+db9d9ictHkbA9tj1Jaip5oDy6Li5qcGoqdxTL5RwghBoGiKqzzrWNrZCtFjqJBn3wWS8W46927+Kj3IyxGC98/4vtMLZ46qGPoF0/F8cV9jPaOZkzOGPmMIYQQe0HXdeJqnFgqRjQZJaAECCfCxNU4KT2FAUOmT7nNZBvSn/FTWioThKfUVKYPu8viIt+enwnBHWbHkP45hRiKJBgfQiQYF0IMZ/0lhPqDb0VViCVjhJIhEqkEST2Joiro6Bh0AyaTKVP23GqyyoWIEW5t31oe++gxNgY2AlDsLOa8uvOYXjp9RJxgxFIxAvEATouTSnclJa6SEVEuXojd0XSNkBIikAjQFe0ipITQdA2n1Ynb4pZJUx9r6mvi/uX30xntBOAL1V9gft38g74cva7rBBIBFFWhwlNBlbfqoB+zEEIMZQk1wTrfOjojnRQ5iwb9/CushLl92e2s96/HYXbwgyN/QF1B3aCOoV9/KF7jraE6p1omogohxOeQ1JKZoDyipHuVx9RY5hqg1WjFZk4H5QfztT9FVTL9wTVNS5dFN9nx2Dzk2HIy/cHlnEWI7JNgfAiRYFwIMRz0r/7uL3+eSCWIpqKZ1d8pLUVSS2LAgNFozITfsvpb7M6HRH4AAQAASURBVExXtIs/rfkTb3e8DYDD7OC0cacxt2buiAiGFVXBF/dhNpopd5VT7i6XssJC7ISqqQSVIL6Ej+5oN5FkBACXxYXT4hzx7y3xVJw/rfkT/97ybwBKXaV8Z+p3GJ83Pssj27OEmqAv1keeLY+a3Bry7fnZHpIQQgw7sVSMdb51dEW7shKK+xN+bn37VlpCLbgtbn541A8Zmzt2UMfQL5qMElJCVOdUU+2tHvGfIYQQYn/TdT1Tfj2aiuKP+4kkI8TVOKqmYjQasZvs2Mw2rEZrVhZD6LpOQk0QT8VJqAl0dCxGCw6zgxxbDl6rF4fZgdPilDYbQhyEJBgfQiQYF0IMFZquZcLv/h7g0WQ6/I6n4p/0/kbHYDBgMpoGlD4/mGeAioNDLBVj8frFvLDxhcxEiuNHH8+ZtWeSa8vN9vAOOFVT8SV8aJpGibOECk8FObacbA9LiCEhqSUJJAL0xfvojfUSTUYxGo24Le4RX8buw+4P+e2K39IX78OAga+M+wpnjD/joO/TrulaZsxVnioqPBXyWUIIIfaTaDJKs6+ZnlgPxc7iQV8d3RPr4Za3b6Ej0kGOLYfrj7qeUd5RgzqGfpFkhIgSYUzOGEZ5R0koLoQQgySpJommosRSsUxVsFgqvaocwGq2psNyk+2AvE+pmpoJwhUt/T3tJjsOs4M8ex5uS7o/uMPskPcGIYYACcaHEAnGhRAHm6SWHND3O56KE0mle38n1WSm97cRIwajYYfwWz4sis9K0zVeb32dvzT9hUAiAMAhBYdw4SEXUuWtyu7gBoGmawQTQWKpGIWOQio9leTb8+VvSYh9lFATBBIBemO99MX7iKfimE1m3BY3drM928PLikgywiOrHmFJ+xIARntG851p3xkSr7HRZJRAIkCxs5ianBo8Vk+2hySEEENaJBmhua+ZvkQfxc7iQf/M2Rnp5Oa3b6Yn1kOho5DrjrqOMnfZoI6hX1gJE0vGGJs7lkpP5YieSCeEENmm6RrxVJxoKko0GcWX8BFR0pUoVV3FbDRjM9uwm+z7VE0wqaYX+cTVeOa6pt1sx21xk2vPzZRFt5vs8n4gxBAkwfgQIsG4ECIbNF0b0Pc7oSbS4bcSSd+mKaS0FLqeXv1tNpqxmCzpENxokX5rYr/5qOcj/rj6j2wObgag1FnK+ZPO5/CSw0fEiUhYCRNSQnitXkZ7R1PoKJQVkULsR9FklKASpDvajT/hJ6EmsJltuC3uEdGa4dOWdSzjgZUPEFJCmAwmzqw9k3lj5h307+spLUVvrBe7yU5NTg0lrhKZPCSEEPsgrIRp6msikAhQ5Coa9NfS1mArt7xzC/6En1JXKdfPuJ5CR+GgjqFfUAmipBTG5Y2j3FU+Is49hBBiqFFUhWgyvao8qAQJKIH0Cm9VwYAh06fcbrYPeE/TdR1FSy/2iafi6Lqe7g9utpNjzcFr82aC8JF4XijEcCTB+BAiwbgQ4kDqnw2ZWf2txokoESKpSKYvuIYGgMlgyqz87v9PLg6IA6Uz0skTa57g3c53AXCanZw+4XS+UP2FEREMx1Nx/HE/drOdUZ5RlLhKsJls2R6WEMOWrutEU+mVx13RLgKJACkthd2SXiEwEl53+vkTfh788EHe2/YeAOPzxvPt+m9nbbXeZ9FfXaPcXU6VtwqH2ZHtIQkhxJARVII09TURUkIUOQc/FN/g38Bt79xGOBlmtGc01864NmvtkvwJP6qmMiFvAqWu0qyMQQghxGenaipxNU40ud2q8mR6Vbmma5iNZjRNQ0PDZrKly6Lb8nBbPymLPpLO/YQYSSQYH0IkGBdCfF79PXH6+34n1ARRJUo4GUbRlHTvby2Z2X/70udWk1VWXIlBFU1GeXrd07y46UVUXcVoMHLC6BM4o/YMvNbh/z6YVJP44j5MRhOlrlIq3BW4LK5sD0uIEUXTNcLJMIF4gG3RbYSUEJqu4bQ6cZldB/3q6f1B13Ua2xp55KNHiKVi2Ew25tfN58SqEw/6zwWKqtAX6/v/7N15fFx3fe//9zmzj0Yz2r1I8m45ZA9JSFiaC4FSoL0ta1huw1pCE6AtFyglQNv7KFu5hVtumwTCWsJlCXu3tOzll4QskI2QECfeZTvWNpp95sxZfn/MYkmWbdmW5mik1zMPM9LoaM7XxpY08z7vz1fJSFKbU5vVG+3lQj4AOIlMJaPHph5ToVpQf7y/5V83H518VB+792Mq2SVt69qmv3jaXygRTrR0DQ3pclqe52mke0RrOtb4sgYAwOKpOJVmqzxn5RQNRNUR7lA8GD+mSQ5g5SIYbyME4wAWwvO8WcF3o/2dt/Iq2aXmvuDyJE+egoHgrOZ30AzyojF85biOfnzgx/rGY99Q1spKks7vP19Xn321hjuHfV7d0nM9V+lyWo7rqD/er6HEkLqiXX4vC1j1HNdRzsopXUlrrDimQrUgSeoIdSgeiq/4F1EmShP61IOf0sMTD0uSzus7T2+54C2+jbVdKM/zlC6n5XquhpPDGk4MKxQI+b0sAFiW0uW0dk7tVMkpqS/W1/LnhQ+MPaBP/OITslxLZ/eerXdf+m7fJn5MlaZkGqZGukfUH+/3ZQ0AAABYfATjbYRgHMBMjfHmjX2/LcdSvppXoVrb+7vqVmW7tiTJMIyj+37XG+Ar/QV8tKeHxh/SLY/cogO5A5Kk9Yn1uvopV+vCgQtX/AUbnucpa2VVqpbUHe3WcOewemO9/FsFlqGqW1W2ktVUeUoTpQkVqgUFzIASoYRiwdiK/Xrleq6+v/f7+sqjX5HlWooH43r9ua/Xbw3+1rL/PZfskqbL0+qL9WlzarNSkZTfSwKAZWWyNKmd6Z2yXMuXi57uPny3/u99/1eO5+iigYv0jovf4dterhOlCYWMkHb07FBvrNeXNQAAAGBpEIy3EYJxYPVwXEe2Z8txHVXdqhzPke3asl1bpWpJuWpOFbvSHH/uyZPhGQoEAs3mdzgQZi8ctI1D+UP68iNf1n1j90mqNTBfMfIKPW/j81bF3+NCtaBsJavOUKeGk8Pqj/crZNJoBNqB5VjKVDKaLE1qsjypsl1WMBBUIpRQNBj1e3lL4lD+kG584EY9Mf2EJOnStZfqzee9WcnI8n6O4nquJkuTCpkhbejcoPWJ9atiHD4AnMxEaUKPTT0mx3N8CYJ/Nvoz3fTATfLk6fJ1l+ttF73Nl+cAnudpvDSuWCCmHT071B3tbvkaAAAAsLQIxtsIwTjQvjzPk+3Vgm3HrYfcjfc9R1WnqopbkWXXGuCNjzueI9dz5XiODM+QJ0+maR4TftMoRbvKW3l96/Fv6ft7vy/HcxQwAnr+pufrZdtf5ttegq1UcSpKl9KKBqNan1ivdR3rVmyQBqwGJbukTCWjidKEpivTKttlRQIRJcIJ31pvS8VxHf3zrn/WN3d+U47nKBlO6s3nv1mXrr3U76WdVN7KK2fltK5jnTanNiseivu9JADwzVhxTDvTO+XJU0+0p+Xn//7e7+vzD39ekvTs4WfrmvOv8eX5red5Gi+OqyPUoR09O5gsAgAAsEIRjLcRgnFgeXFc52iTe57Qu+rM2OfbteS4tZC7EYY3v6TWJ482Au6gUb+tvx8wArSZsOLYrq0f7vuhvrnzm8pX85Kkpw48VX949h9qfWK9z6tberZrK11Oy5ChtR1rNZgYXBUXAgCrhed5KtpFZSoZjRXHlLWyshxLsWBMiXBiRU3C2JvZqxseuKG5BcYVQ1fo9ee8ftmHzbZra6I0oUQwoU2pTRqIDyz7cfAAsNieLDypnemdChgBdUW7Wn7+7z3xPX31N1+VJL1g0wv02nNe60so7nquxovj6gx3akfPDiXDvOYGAACwUhGMtxGCcWBpNVrdjXB75vjyua3uilNphuGNRrfjOjJkyDNqY80N06iF2kZApnls4E3LG6vV/WP365ZHbtGh/CFJ0lDnkK4++2pd0H+Bzytbeq7naro8rapbVV+sT8Odw+qKdBHGACuY53nKVXPKlGshea6ak+M5igfj6gh1rIiL36pOVd/Y+Q39y65/kSdPvdFe/fGFf6zz+s7ze2kn5HmeMpWMLMfSYOegNiY3KhKI+L0sAGiJw/nD2pneqVAg1PJ2tOd5+vpjX9d3n/iuJOkl21+iq0au8uVnYtdzNVYYU1ekSzt6dnCxKgAAwApHMN5GCMaBU9doaM8MumcG3pZrybItlZ2yLNeS69ZD7voxnufVnpx7kmd4zaA7YM65pdUNnNRoblS3PHKLHhx/UJLUGe7UVTuu0pXDV674fz+e5yln5VSoFtQd6dZwcli90d4V//sGMJvjOspZOaUraY0Xx1WoFuTJU0eoQ/FQvO0vmnts6jHd+MCNOlI8Ikn6nU2/o9c85TXLPmwu22Wly2n1RHu0KbXJl1HCANAqnufpUOGQHk8/rkgw0vJ2tOu5+tKvv6T/2PsfkqTXnPUa/f6232/pGmauZaw4pt5or0a6R5b9tBMAAACcOYLxNkIwDtTMDbdnhd6uo7JTro0vdyxV3Wpz5LnruXJcR57hSY0p5oYxf8hdf7/dX6AGloOsldU3H/umfrj/h3I9VwEjoBdsfoFeuv2l6gh1+L28JVes1sYpJ0IJDSYGtbZjrUKBkN/LAuCzqltVtpJVupzWRGlChWpBpmkqEUooFoy17SSJsl3W/3v0/+kH+34gSVrXsU7XXXidtndv93llJ+Z6riZLkzINU5uSm7Q+sX5FjbwHAKkWio/mRvXE9BOKh+Itb0e7nqtPP/hp/dfof8mQoTec+wY9f9PzW7qGBsd1NF4cV1+sT9u7txOKAwAArBIE422EYBwrVSOwnrVPt2fPCr4rdkVlp9wMum3Pbo4vd+XWHsirBd2GYdTGls8zvjxgBNr2hWag3diurf/c+5/69uPfVqFakCRduuZSveYpr9G6xDqfV7f0LMdSupRWOBjW+o71WpdYp1gw5veyACxDlmMpa2U1UZrQZGlSZbusYCCoRCihaDDq9/JOy4PjD+rTD35aU+UpGTL0B9v+QC8fefmyD5sL1YKylazWxNdoU2qTOsOdfi8JABaF67k6kD2g3Znd6gh3tPwCVdu19Y/3/6PuOnyXTMPUtRdcq98a+q2WrmHmWsaL4xqID2ike6Rtv9cCAADg1BGMtxGCcbSTZnjtOrUwe0aj23ZtWY6lsluu7dvtVGbt0+24jrxmpVsyZBwzspxWN7B8eZ6n+8bu0y2P3KInC09KkjZ0btBrz3mtzu071+fVLT3btZUupyVJa+JrNNg52PIRlQDaV9kuK1PJaKI0oXQlrbJdViQQUSKcUDgQ9nt5pyRv5fXFX39Rtx+8XZK0MblR1114nTYmN/q8shOzXVuTxUlFg1Ft6dqigfgAP28CaGuu52pfdp/2ZPaoM9zZ8na05Vj6xC8+oQfGH1DACOhPn/qnetq6p7V0DQ2NUHxdxzpt69627Lf7AAAAwOIiGG8jBOPwk+d5sxvdrn30fc+pBdxuRRW7oqpTbX68OcLcc2R4RjPwNk1z3pC78TatbmD58zxP05VpjRXHZv06kKs1USQpFU7plWe9Us8efvaKDxVcz1WmklHFrqgv3qehxJB6oj18PQNw2hpbMRwpHlHWysp2bfXGepd963quuw/frc8+9FnlqjkFjICu2nGV/vvW/77svy9kKhmV7bLWJ9ZrY3IjUz8AtCXHdbQ3s1d7snvUFe1q+deykl3Sx+75mB6delRhM6x3XvJOXTBwQUvX0GA5liZLkxpMDGpb1za2NwIAAFiFCMbbCME4Fltj7+1ZIfeM0NuyLVmuVduv27VqY8s9txmGN78k1DOfxrjyuePLG7cA2k+xWmwG3uOlcR0pHKndFo9ovDiuqlud9/OCZlAv2vwivXjbi1fFfn05K6d8Ja9UNKXhzmH1x/oVMAN+LwvACuF5nrJWVvuy+zReHFcinGj5vrBnaroyrc889Bn98sgvJUkj3SO67sLrtLZjrc8rO7FGiJKKpLQ5tVl9sT6/lwQAC2a7tvZk9mhfdp+6o90tHxmet/L6yD0f0a7pXYoFY3rP096js3rOaukaGizH0lRpSoOdg9ratVUhk1AcAABgNSIYbyME4ziZRqu7EW47njNrT27bsWvjy+3a+PJGGD5zjLkhQ57hyfAMGaZxbJu7fmsaJmE3sALYrq2J0kQz6J7b/s5X8yf8fEOGemO9WhNfo/54f/P2rJ6zVkV4ULJLypQzigVjGu4c1pqONW036hhA+7BdW4fzh7U/t18Vp9J27XHP8/Rfo/+lf/r1P6lklxQJRPQ/nvI/9Nsbf3tZT9fwPE9T5Sl5nqfh5LCGE8O0DAEse1W3qt3Tu3Ugd0A9sZ6WjwyfLk/rQ3d/SAdyB9QZ6tR7L3uvtnRtaekaGipORelSWsPJYW1JbWmr750AAABYXATjbYRgfHVqNLSbo8lnhN62a8tyLVm2pbJTluVact16yF3/eOOfbSPwPtH4ctqNwMpzvHHnjQb4ZGmyucXB8XSGOzUQH6j9ig0cfTs+0HahzGKxHEvpclpBM6j1Heu1PrF+VTTjASwPmUqmrdvj48VxferBT+nXk7+WJJ3ff77ecv5b1Bvr9XllJ1ayS5ouT6sv1qfNqc1KRVJ+LwkA5lV1qtqV2aXR7Kh6470tv3BzojShD971QT1ZeFLdkW5df/n1Gu4cbukaGsp2WdPlaW1MbtTm1GZe9wAAAFjlCMbbCMH4ytEIuptjzGe87biOyk65Nr7csZqN78Ze3bZrS0Y96PY8mWatuX1MyF1/n1Y3sPIVq8VZY87nBuDHG3feEDbDs8Lumc3vgfgAe6rO4LiO0pW0XNfVQHxAQ51DBCMAfDGzPW45lnpjvW31Yr/rufrPvf+przz6FVXdquLBuN5w7hv0rMFnLev2uOu5mihOKBwIa2Nyo9Z1rGurP3cAK5/lWNo1vUsH8wfVF+tr+YSLw/nD+uBdH9RkeVJ9sT69//L3+7ZtRrFaVLaS1eauzdrYuZGv1wAAACAYbycE48uX67lHx5U39umuv227tqputdnqrrrVZhDeGF/uyq09kCcZhiHDMGr7dJvH7tcdMALL+sVCAIuvMe583tZ3cVy5au6En98Ydz4z/J7ZAE9FUnxdOQnXc5WtZFWyS+qL9Wmoc0g90R4uPgLgu0wlo73ZvRovjqsz3Nl27fGD+YO68YEbtWt6lyTpaWufpj8674+UjCzv5zs5K6eCVdDajrXanNrM1BAAy0LFqeiJ9BM6XDis/nh/yyc77c/u14fu/pAylYzWd6zX+y5/n2/TQArVgvJWXltSW7QhuYGf2wEAACCJYLytEIy3ViPcdtz6Pt0zGt22a6viVFRxa61uy7Fm7dPtuM7R0cT1dveJxpfzBA1Y3WaOOx8vjtf2+57RAF/wuPPY7LZ347Yv1rcqx50vlryVV87KKRlOarhz2JcXGQHgRBrt8X25fao61bZrjzuuo+/t+p6+tfNbcjxHqXBKbz7/zbpk7SV+L+2Eqk5Vk+VJJYIJbe7arP5YPxeaAfBN2S5rZ3qnxopjvvy8+kT6CX3kno+oUC1oY3Kjrr/set8mK+WtvIrVorZ1bdNQ5xBfmwEAANBEMN5GCMaXRt7KK2NlVHWqqrgVVeyKqk716J7e9RHmjufI8IxmOGWa84wvn/E2T7wAzNQYd3681rflWif8/Ma488Z487m/GHe++Br7EUaDUQ0lhrQ2sVaRQMTvZQHAcbV7e3xPZo9ufOBGHcgdkCT9t6H/pted87pl3cZuXNxWdaoa7hzWcHKY7xUAWq5kl7QzvVMTxQn1x/tbfnHUI5OP6GP3fExlp6ztXdv1nqe9x7fvQVkrq4pd0baubRpMDPLaDAAAAGYhGG8jBONLY392vx6ZfEShQKg5rnzu+PLGLQAcz/HGnY8Xa2H4aY07n9EAZ9x561SdqtLltAJmQGs71mowMaiOUIffywKABam61ebe47Zrqyfa01bt8apT1a07b9W/7vpXefLUF+vTH1/wxzq371y/l3ZCZbusdDmtnmiPNqc2qzva7feSAKwSxWpRO9M7NVma1EDHQMtfu7h/7H594hefUNWt6pzec/TuS9+taDDa0jU0ZCq10sNI94jWJdb5sgYAAAAsbwTjbYRgfGnsz+7X49OPa23HWr+XAmAZ8zxPmUpGY6UxjRXGarczAvAFjTsPdR638c24c/+5nqt0OS3HddQf79dQYkhd0S6/lwUApyVTyWhvZq/GS+NKRpJtd4HPb6Z+oxsfuFFjxTFJ0gs2vUCvfsqrl3Ub2/VcTZYmZRqmNiU3aX1iPd/bASypQrWgx6YeU7qc9iUUv+vQXfqH+/9Bjufo4jUX60+f+qcKB8ItXUPDdHlarudqe/d2Xt8BAADAcRGMtxGC8aVBMA6goWSXjml7Hykeaba+TzbuPGSG5g29B+ID6o/1L+tRsKuZ53nKWlmVqiV1R7s13Dms3lgvk0IAtL2qW9Wh3CHtz+2X4zlt1x4v22V9+dEv64f7fihJWtexTtddeJ22d2/3eWUnVqgWlK1ktbZjrTYlN7XdSHsA7SFn5fTY1GPKVrLq7+hv+c+uPz3wU336wU/Lk6enr3+63nrhW327GGiqNCXTMDXSPaL+eL8vawAAAEB7IBhvIwTjS4NgHFg9GuPOZwbezeC7NKactbBx5/2xfq3pWKP+2Oz2d1eki3HnbaYRXnSGOjWcHFZ/vF8hM+T3sgBgUU2Xp7U3u1cTxQklo+3XHn9g7AF9+sFPK11Jy5ChF297sV428rJl3ca2XVuTxUlFg1Ft6dqigXjrm5wAVq5MJaOd6Z3KWTkNxAda/hzkP/b8h7746y9Kkq4cvlJ/dP4f+fY1bqI0oaAR1I6eHeqL9fmyBgAAALQPgvE2QjC+NAjGgZVj1rjz4rG/GHeOhopTUbqUVjQY1frEeq3rWOfbXogA0Apz2+PtNhkjb+X1hYe/oDsO3SFJ2pTcpLde+FYNJ4d9XtmJZSoZleySBhOD2pjcqFgw5veSALS56fK0Hks/ppJdUl+sr+Wh+Hce/46+/tjXJUkv2vwiXX321b5cHOx5niZKE4oGohrpGVFPtKflawAAAED7IRhvIwTjS4NgHGgvjXHnc8ecjxXHNF4aV8WpnPDzZ447n9n8btwy7nxls11b6XKtcbimY40GE4PqDHf6vSwAaJmZ7fFUNNV23/fuOnSXPverzylXzSloBnXVyFX6va2/t6xDfsuxNFmaVCqS0ubUZhqNAE7bVHlKO6d2quyUWx6Ke56nr/3ma/reru9Jkl62/WV6+cjLfQ3FY8GYdnTvUFe0q+VrAAAAQHsiGG8jBONLg2AcWF5s19ZkaXJ223tGA3wh4857oj3H3es7FUkt6xfPsTRcz9V0eVpVt6q+WJ+GOofUHelm9D2AVanqVnUwd7DZHu+L9bXV98bp8rRufuhm3Td2nyRpR/cOXXvhtcv653nP8zRVnpLneRpODms4MaxQgK07ACzcRGlCO6d2qupVW36Bjeu5+uLDX9T3931fkvSHT/lD/d7W32vpGmauZbw4rs5wp0a6R5SKpHxZBwAAANoTwXgbIRhfGgTjQGt5nqeMlTna8p6z3/dCxp0nQomjre94v9bE19TGn8dq4855oRkNnucpZ+VUqBbUHenWUOeQ+mJ9CpgBv5cGAL5Ll9Pal93Xlu1xz/P00wM/1Zce+ZJKdkmRQER/ePYf6nkbnresL3oq2SWlS2n1x/u1ObWZQAfAgowXx7UzvVOu56on1tqR4Y7r6NMPfVo/G/2ZDBl603lv0vM2Pq+la2hwPVfjhXGlIimN9Iww+QkAAACnjGC8jRCMLw2CcWDxle3yvHt8j5VqQfhCxp03gu75Wt/t9MI9/FOsFpWpZJQIJTSYGNTajrVcNAEAc1SdqkbzozqQO9CW7fGx4pg+9eCn9MjkI5KkC/ov0FvOf0vLg6NT4biOJkuTCgfC2pjcqHUd67hgC8BxHSkc0c70ThmGoe5od0vPXXWq+of7/0H3PHmPTMPUdRdep2cNPqula2hwPVdjxTH1RHo00jOijlCHL+sAAABAeyMYbyME40uDYBw4dc1x56UxjRVmjzofL44ra2VP+PnzjTuf2fzuinS11YvyWF4sx1K6lFY4GNb6jvVal1inWDDm97IAYFlrtsdLE0pF2qs97nqu/mPPf+irv/mqqm5VHaEOveGcN+iZg89c1u3xnJVT3sprMDGojcmNbfVnDqA1niw8qZ3pnQqYAXVFulp67opT0Sd+8Qk9OP6ggmZQf/bUP9Mlay9p6RoaHNfRWHFMfbE+jXSP8PUSAAAAp41gvI0QjC8NgnHgWI1x5zPHnM9sfk+WJ+V67gkfoyPUcXTEeSMArzfAGXeOpWC7ttLltCRpTXyNBjsHlQzz/RIAFmpme9z1XPXGetvqQrWD+YO68f4btSuzS5J02brL9Kbz3rSsvxdUnaomy5NKBBPa3LVZ/bH+ZR3mA2gNz/N0uHBYj6cfVzgQVjLS2q9jxWpRH7v3Y/rN1G8UCUT0zkveqfP7z2/pGhps19Z4cVwD8QFt797OBa8AAAA4IwTjbYRgfGkQjGO1Ytw5VgrXc5WpZFSxK+qL92koMaSeaA/BAgCcpnQ5rb2ZvZosT7Zde9xxHX33ie/q249/W47nKBVJ6Zrzr9HFay72e2nH5XmepivTqjpVDXcOa0Nyg8KBsN/LAuATz/M0mhvVE9NPKBaKtXwf7ZyV00fu/oh2Z3YrFozpL572F9rRs6Ola2hohOJrO9Zqe/d2RQIRX9YBAACAlYNgvI0QjC8NgnGsVDPHnc9sfjduFzLuvDvafWzru/6LcedYDnJWTvlKXqloSsOdw+qP9bNPKwAsgqpT1YH8AY3mRtuyPb4ns0c33H+DRvOjkqRnDz9brz37tcs65C/bZaXLafVEe7Q5tbnlewkD8J/neTqQO6Bd07sUD8WVCCdaev50Oa0P3f0hjeZG1Rnu1PWXXa/Nqc0tXUND1alqojSh9R3rta17GxcMAQAAYFEQjLcRgvGlQTCOduV5nrJWdv7W9ymMO5815ryjdtsf71d/rJ9x51i2SnZJmXJGsWBMw53DWtOxhhfLAGAJTJWntDezV1PlKXVFu9pqhK3lWLr1sVv1b7v/TZ489cX6dO0F1+qcvnP8XtpxuZ6rydKkTMPUpuQmrU+sV9AM+r0sAC3geq72ZfdpT2aPOsOdLb+QZ7w4rg/e9UEdKR5Rd6Rb77/8/RrsHGzpGhosx9JkcVJDySFtTW3leSkAAAAWDcF4GyEYXxoE41iOHNdRrppTtpJVppJRxsooU6nt+T1eOrrf94LGncf61R/vbza/ZzbAO0IdLfodAYvDciyly2kFzaDWd6zX+sT6Zd3+A4CVwHKs2t7j2QOSIfVEe9qqPf7o5KO66cGbNFYckyS9cPML9eqzXr2sL6gqVAvKVXJa07FGm5KbWt4aBdBajutoX26f9kzvUSqaavlFSIfyh/TBuz6oqfKUBuIDet9l79OajjUtXUNDxakoXUprqHNIW7q2KGQSigMAAGDxEIy3EYLxpUEwjlbwPE8lu6SsVQu6Z95mK1lNV6abb2esjPJWXp5O/iW3Me58vj2+B2ID6ooy7hwrg+M6SlfScl1XA/EBDXUOKRVJ+b0sAFhVJkuT2pfdp8nypLqj3W3VHi/ZJX35kS/rR/t/JEla37Fe1114nbZ1b/N5Zcdnu7Ymi5OKBqPa0rVFA/EBfq4DViDHdbQns0d7s3vVHe1WNBht6fn3Zffpw3d9WBkro/WJ9Xr/Ze9XT6ynpWtoaGwpsSm5SZtSm5iYAQAAgEVHMN5GCMaXBsE4Tpft2rPC7Jnt7mwle0wIXnWrp/T4hgwlwgmlwimlIil1hjub7e9G+M24c6x0rucqa2VVqpbUF+vTUOdQ2zUVAWAlsRxLo7lRHci1Z3v8/rH7dfODNytdScs0TL1424v10u0vXdbhS6aSUdkuazAxqI3JjS0PzQAsHdu1tTuzWweyB9Qd61YkEGnp+R9PP66P3vNRFaoFbUpu0vWXXa9kxJ/XmxpbJW1ObdbG5EYFzIAv6wAAAMDKRjDeRgjGlwbBOBo8z1PRLs4Ks2e2upvhd32seaFaOOVzRAIRpSIpJcPJ5m0ykmyG3423k5GkOkOdvBiAVS1v5ZWzckqGkxruHFZ/vH9ZBxcAsJo02uNT5SlfGo5nIm/l9fmHP687D90pSdqU3KS3XvhWDSeHfV7Z8VmOpcnSpLoiXdqU2qS+WJ/fSwJwhqpuVbumd2k0N6reWG/Lt3f49cSv9bF7P6aKU9FI94je87T3+LbVVrFaVM7KNUPxdrrgCgAAAO2FYLyNEIwvDYLxla3qVGcF2vM1uWe+7XjOKT2+IWNWmN28nRN+N27b6UVjwC9lu6zp8rSiwaiGEkNam1jb8vYMAODkLMfSgewBjeZH27I9/vNDP9fnfvU55at5Bc2gXrnjlfrdLb+7bH8Pnudpqjwlz/M0nBzWcOcwe+8CbarqVPXE9BMazY2qL97X8lD8viP36f/88v+o6lZ1bt+5etcl7/LtuWreyqtYLWpr11YNdw7LMAxf1gEAAIDVgWC8jRCMLw2C8fbieq4K1cIxDe65Y8wbt0W7eMrniAVjxwTdc8PvRrs7EUos2xdPgXZTdapKl9MKmAGt7VirwcSgb60VAMDCNMLavZm9SlfSbdceT5fTuvmhm3X/2P2SpB09O3TdBddpTccan1d2fCW7pOnStPrj/dqU2qRUJOX3kgCcAsux9Hj6cR0uHFZfrK/lW2PdeehO3XD/DXI8R5esuUR/8tQ/aXkw35CzcirbZW1NbdVQ5xChOAAAAJYcwXgbIRhfGgTj/rMc67gN7pm3jbb3qba6A0bgaGs7kmy+fbyWt18vCgCrleu5SpfTclxH/fF+DSWGlIqkeGEMANpIxaloNDvalu1xz/P0kwM/0Zd+/SWVnbIigYiuPvtqPXfDc5ft9yLHdTRZmlQ4ENam1Catja9lCx6gDVScih5PP64nC0/6sk3Qj/f/WJ956DPy5OmZ65+pay+81retirKVrCzH0vbu7VrXsW7Zfr0FAADAykIw3kYIxpcGwfjicz1XeSvf3Iv7ZO3uslM+5XN0hDqO3Z977ujy+sc6Qh08yQaWIc/zlLWyKlVL6o52a7hzWL2x3rYJUgAAs3mep8nypPZl9rVle3ysOKabHrhJj049Kkm6oP8CveX8t6gn1uPzyo4vZ+WUt/IaTAxqY3Kj4qG430sCcBwlu6TH049rrDjmSyj+77v/XV965EuSpOdueK7edN6bfPu5e7o8LcdzNNI9wmsxAAAAaCmC8TZCML40CMYXpmyXj9vkntnybrS6PZ3al4ugGZwVcM9tcs9td/t1VTuAxdHYEqEz1Knh5LD64/3skwoAK0TFqTT3HjcNU93R7ra56Mn1XN225zZ97TdfU9WtqiPUoTee+0Y9Y/0zlu2FllWnqsnSpBLhhDanNqs/1r9s1wqsVsVqUTvTOzVZmlR/vL+lEx48z9N3nviObn3sVknS7275Xf3hU/7Qt68TU+UpGTI00j2igfiAL2sAAADA6kUw3kYIxpfGag3GHddRzsrNanIfr92dtbKqOJVTPkdnqHPW6PLmCPN52t2xYIwX8IBVoOJUlC6lFQ1GtT6xXus61rVVmxAAsDCN9vjezF5NV6bbrj1+MHdQNzxwg3ZndkuSLl93ud543huVDC/P52Ge52m6Mi3bsTXUOaQNyQ1sDwQsE4VqQTundmqqMqWB+EBLLxTyPE9fefQr+pfd/yJJesXIK/TS7S/17bn3ZGlSASOgHT071Bfr82UNAAAAWN0IxtsIwfjSWCnBuOd5KtmlBe3TnalklK/mT7nVHTJDzfb2zFHl87W7E+EErW4ATbZrK11Oy5ChNR1rNJgYVGe40+9lAQCWWDu3x23X1nef+K6+8/h35HiOUpGUrjn/Gl285mK/l3ZcZbusdDmtnmiPNqc2qzva7feSgFUtb+X12NRjylQy6u/ob+nXP9dz9fmHP68f7vuhJOnqs6/W72753ZadfybP8zRRmlAkENGOnh3qiS7fLSoAAACwshGMtxGC8aWxnINx27Xn3597xj7dM0Pvqls9pcc3ZDTHlh+zP/c87e5IIEKrG8ApcT1X05VpVZ2q+mJ9GuocUnekm68lALCKtHt7fPf0bt34wI0azY9Kkp4z/BxdffbVy3Y/b9dzm63MjcmNWp9YzwWrgA+yVlaPTT2mnJVTf7y1objjOrrpwZt0+8HbZcjQm89/s67ccGXLzj9TIxSPBWLa0bNDXdEuX9YBAAAASATjbYVgfGm0Mhj3PK+2r+4C9unOWBkVqoVTPkc0ED2myX28dndnuLNtGjsA2ovnecpVcypaRXVFujTUOaS+WF9L91MEACwvZbusA7kDGs2NKmgG1R1tnwulLMfS1x/7uv5997/Lk6e+WJ+uveBandN3jt9LO65CtaBcJac1HWu0KblJiXDC7yUBq0amktFjU4+pUC2oP97f0q91Vaeq/3vf/9W9R+5VwAjorRe+Vc8YfEbLzj+T53kaK44pEUpoR88OpSIpX9YBAAAANBCMtxGC8aVxpsG45Vizwuy5+3TPDb8dzzmlxzcNs9bqPs7+3HPD70ggclq/DwA4XbZrH/3l1W6rTlWJUEKDiUGt7VirUCDk9zIBAMtAoz2+J7NHmUqm7drjj04+qhsfuFHjpXFJ0gs3v1CvPuvVy3Y/b9u1NVmcVCwU0+bU5pbvbwysRulyWjundqroFNUfa20oXrbL+vgvPq5fTfxKITOkP7v4z3zb/sH1XI0XxpWMJLWjZwfbKAEAAGBZIBhvIwTjS2NuMO56bq3VXclqujJ97P7cc8Lvkl065XPGg/F5G9zJcFJdka5Z93WEOnjxCoBvXM89JvS2XVuu69YOMKSgEVTQDCpoBBUKhBQPxhUPxdUX61u2Y2YBAP4q22Xtz+3XodwhBcxAW7XHS3ZJtzxyi368/8eSpPWJ9XrrhW/V1q6tPq/s+DKVjMp2WYOJQW1MbmyrixGAdjJZmtTO9E5ZrqW+WF9Lz12sFvW39/ytHks/pkggondd+i6d13deS9fQ4Hquxgpj6o52a0fPDnWEOnxZBwAAADAXwXgbIRhffP+++991257bdKhwSGW7XAu/raxczz2lxwkYgRPuzz03BKc5CWC5mK/tbbu25EkyJENGM/QOBoKKB+KKBWOKBCMKmSGFAqHabf0Xo9IBAAvV2Hd2b3avMpWMemI9bTX96P4j9+vmh25WupKWaZh6ybaX6CXbX7Js9/O2HEuTpUl1Rbq0KbWp5aEdsNJNlCb02NRjcjxHvbHelp47a2X1kbs/oj2ZPeoIdeg9T3uPRrpHWrqGBsd1NF4cV2+sVyPdI1woCwAAgGWFYLyNEIwvvk/84hP6wq+/MO/HOkId8+7PPV/4HQ/G26bhAmD1OF7be+a384ARqAXfZlBhM6x4MK5oMKpwIHxM6B00g3ytAwAsukZ7/GDuoIKBoLoj7dMez1k5ff7hz+vnh34uSdqc2qzrLrxOw53DPq9sfq7nKl1Oy/M8bUhu0FDnkEImF+0CZ2qsOKad6Z3y5Kkn2tPSc0+Vp/Thuz6s0fyokuGkrr/sem1KbWrpGhoc19FYcUz98X6NdI8oFoz5sg4AAADgeAjG2wjB+OK798l7dcfBO1RxKhpODs8Kv5dr0wMApFrLzvGcY4Jvx3XkyZM8yTTMZugdNIOKBWK0vQEAy1KjPb4ns0dZK9t27fE7D92pz//q88pX8wqZIb1yxyv1oi0vWrZbIhWrRWXKGfV39GtTcpNSkZTfSwLa1pOFJ7UzvVMBI6CuaFdLzz1WHNMH7/qgxopj6on26H2Xv0+DicGWrqHBdm2NF8e1tmOttnVtY8sGAAAALEsE422EYHxpzN1jHACWg1lt7xnhd2OrB0PGrLZ3JBBRLBCj7Q0AaGslu6T92f06lD/Udu3xdDmtmx+6WfeP3S9JOqvnLF17wbVa07HG55XNz3EdTZQmFAlEtCm1SWvja7lIDjhFh/OHtTO9U+FAWMlIa1+nOZg/qA/d9SFNlac0EB/Q+y9/vwbiAy1dQ0PVqWq8NK71Heu1vXu7woGwL+sAAAAAToZgvI0QjC8NgnEArXZM27seeh+v7R0yQ4oGorS9AQCrgud5Gi+Na29mr3JWTj2xnrYJWTzP04/3/1i3PHKLyk5ZkUBEV599tZ674bnLNuDPWTnlrbwGE4PamNzIfsDAAniep4P5g3pi+glFghElw619jWZPZo8+fPeHlbNyGkoM6frLr2/5CPcGy7E0WZzUYOegtnVtUyjA9gwAAABYvgjG2wjB+NIgGAew2Gh7AwBw5ma2x0OBkLoiXW3z/XCsOKabHrhJj049Kkm6sP9CXXPBNb4FVydTdaqaLE2qM9ypTalN6o/1t82fNdBqnudpNDeqJ6afUDwUVyKcaOn5d6Z36qN3f1RFu6jNqc1672XvbXkw31BxKpoqTWm4c1hburYoZBKKAwAAYHkjGG8jBONLg2AcwKmg7Q0AQOu0c3vc9Vzdtuc2fe03X1PVraoj1KE3nfsmPWPwGX4vbV6e52m6Mi3bsTXUOaQNyQ1t82cNtIrruTqQPaBdmV1KhBPqCHW09Py/mviV/u7ev1PFqWhHzw6959L3+DbloWyXlS6ntSG5QVtSWxQ0g76sAwAAADgVBONthGB8aRCMA5iJtjcAAMtPyS5pX3afDucPt117fDQ3qhseuEF7MnskSZevu1xvOu9N6gx3+ryy+TXCrt5orzanNqsr2uX3koBlwfVc7cvu057MHnWGO1seSP/iyV/o7+/7e9murfP7z9f/vPh/KhqMtnQNDSW7pOnytDYnN2tTahMX+gIAAKBtEIy3EYLxpUEwDqwetL0BAGhfnudprDimvdm9ylv5tmqP266t7zz+HX3nie/I9Vx1Rbp0zfnX6Klrnur30ubleq4mShMKGkFtSm7SusQ62qBY1RzX0d7MXu3J7lF3tLvlgfQdB+/QDQ/cINdzdenaS/UnF/2Jb3t5F6tF5aycNqc2a2Nyo0zD9GUdAAAAwOkgGG8jBONLg2AcWDlO1vaWp2boTdsbAID2VKwWtT+3X4fzhxUOhJWKpNrm+/Wu6V268YEbdTB/UJL0nOHn6Oqzr/ZtFPLJ5K28clZOazvWalNyU8v3UgaWA9u1tSezR/uy+3wJxX+070f67K8+K0+efmvwt/THF/yxbxfnFqoFFayCtnZt1VDnEKE4AAAA2g7BeBshGF8aBONAe6DtDQAAGlzP1Xixtvd4vtpe7XHLsfS133xNt+25TZ489cf6de2F1+rs3rP9Xtq8bNfWZHFSsVBMm1ObNRAfIAzDqlF1q9o9vVsHcgfUE+tRJBBp6fn/bfe/6ZZHbpEkPW/j8/TGc9/o27+/vJVXqVpqhuLtckESAAAAMBPBeBshGF8aBOPA8nBabe9gTPFgXKFAqBmGNwLwoEHbGwCAla7RHj+UP6RIINJW7fFHJh/RTQ/cpPHSuAwZeuHmF+pVZ71q2Qb805VpVeyKBhOD2pjc6NvexkCrVJ2qdmV2aTQ7qt54b0v/bXqep289/i19c+c3JUn/fet/12vOeo1vX9+ylawsx9L27u1a17Gubb7OAgAAAHMRjLcRgvGlQTAOLL3TansHo4oH40fb3nNCb9reAABAql1cN1Yc077MvrZrj5fskm759S368YEfS5IGE4O67sLrtLVrq88rm5/lWJosTaor0qXNqc3qjfX6vSRgSViOpV3Tu3Qwf1B9sb6W7ufteZ6+/OiX9W+7/02S9Modr9SLt73YtzB6ujItx3U00j3C6yYAAABoewTjbYRgfGkQjANn7rTa3qGY4gHa3gAAYHEUq0Xty+7T4cJhRYIRpcLt0x6/78h9uvmhmzVdmZZpmHrJtpfoJdtfoqAZ9Htpx3A9V1PlKcmTNiQ3aKhzSCGzdaEhsNQqTkWPpx/Xk4Un1R/vb+m/Q9dz9dlffVY/3l+7WOa1Z79WL9ryopadf650OS1J2t61XWs61vi2DgAAAGCxEIy3EYLxpUEwDpzY8dretmM3jwmYgVrobdTb3qH63t6BY9veITPEvpQAAGBJNNrjezN7VagW2qo9nrNy+tyvPqe7Dt8lSdqS2qLrLrxOQ51DPq9sfsVqUZlyRv0d/dqc2qxkmOeoaH9lu6yd6Z0aK461PBS3XVs3PnCj7jx0pwwZuub8a/ScDc9p2fnnmixNKmAEtKNnh/pifb6tAwAAAFhMBONthGB8aRCMY7VzXKcWdM9pfGvGV/xgIKiAEVhQ25vGEAAA8Fs7t8fvPHinPvfw51SoFhQyQ3rljlfqRVtetCwvLHRcRxOlCUUCEW1ObdbajrXLcp3AQpTsknZO7dREaUL98f6Wbt1kOZY+ed8n9csjv1TACOhtF71NT1//9Jadf66J0oTCZlgj3SNsmQAAAIAVhWC8jRCMLw2CcaxknucdbXjPCL0d12keQ9sbAACsRLPa43ZBvdHelu4TfCamylP69IOf1oPjD0qSntLzFF174bUaiA/4vLL5Za2silZR6xPrtTG5UfFQ3O8lAaekWC1qZ3qnJkuTGugYaOlznrJd1t/94u/08MTDCpkhvePid+ipa57asvPP5HmeJkoTigViGukZUXe025d1AAAAAEuFYLyNEIwvDYJxtDPa3gAAACc2sz0eDUaViqT8XtKCeJ6nH+3/kW555BZVnIqigaiuPvtqXbnhymXZfq86VU2WJtUZ7tRA/GiwaMiQ6ss1ZDTXbsg45r6Guced7OPzHXeijzfum3vcfJ8zc+0LWRvaT97Ka2d6p9LldMtD8UK1oL+952+1M71T0UBU77703Tqn75yWnX8mz/M0XhxXR6hDO3p2tM3XSgAAAOBUEIy3EYLxpUEwjuXI9VzZrj371qs1vWl7AwAAnJpGe3xPZo+K1aJ6Y+3THj9SOKKbHrxJv5n6jSTpooGLdM351yzLJqfnecpUMio75eZ9hgzNeinBqIfMnuTJk2EY8mrvHD2kfp/h1UJnz/BmPc7cz5k3wDaMeQPwmeuaLyg/0cdnnmfmYxoz/6vfN/PnbtMwj37crH9cR+9T/dCZ9xnm0cc83kUGc3+fC76IYOYFBKv8IoOcldNjU48pZ+XUF+9r6fOlbCWrD9/9Ye3N7lVHqEN/8bS/0Pbu7S07/0yu52q8OK5kOKmRnhElw7zmBAAAgJWJYLyNEIwvDYJxtILneXI8p/bLdY5523VdSfUXDg1PASMg0zBrTW8jWGt2B0KKBCO0vQEAAE5ToVrQvkytPR4LxdqmEel6rv5t97/p6499XbZrKxFK6I3nvVHPWP8Mv5e2LDReqvBmpOsLvq/+9syXOzx5mvvyx3HvazyWN+Oxjnefp1kfX8h6Z77PRQZH3zZlnvlFBpIOFw4rX81rID7Q0mB+sjSpD939IR3KH1IqnNL1l1+vjcmNLTv/TK7naqwwpu5ot0a6R5QIJ3xZBwAAANAKBONthGB8aRCM43Qdr9XdeF+SDK/+QpQMBcxA7Vc99I4EIgoFQoqaUYUDYQXNYLMBHjACCpmh2vtG7X4AAACcOddzdaRwRHuze9uuPX4gd0A3PnCj9mT2SJKevv7peuO5b1RnuNPnlWGlWG0XGYQCIfVEe1oaih8pHNEH7/qgxkvj6o326n2Xv0/rE+tbdv6ZGqF4b6xXI90jiofivqwDAAAAaBWC8TZCML40CMbRcKat7oAZUDgQViQQUSQQqY04b/wygrPGngfNIPsRAgAA+KhQLWhvZq+eLDypeCiuZKQ9nmPZrq3vPP4dfeeJ78j1XHVFuvSW89+ii9Zc5PfSAJzEaG5UH7rrQ0pX0loTX6P3X/5+9cf7fVmL4zoaL46rL96nke4RxYIxX9YBAAAAtBLBeBshGF8aBOMr28w293yB99yxgcdrdUfMo2H3zFZ3I/huvA0AAID24bhOc+/xkl1SX7yvbX6m2zW9Szc8cIMO5Q9Jkq7ccKWuPvtqwi1gmdqT2aMP3/1h5aychjuHdf1l16s72u3LWmzX1nhxXGvia7S9e7uiwagv6wAAAABajWC8jRCMLw2C8fZysla359XH8tXL2KbMZtA9q9VtRhQJnrjVHTADs/azAwAAwMqUt/Lal63tPd4R6mib9rjlWPrqb76q2/bcJkkaiA/o2guu1VN6n+LzygDM9NjUY/roPR9VyS5pS2qL3nvZe33bAqERiq/rWKdt3dsUCUR8WQcAAADgB4LxNkIwvjQIxv3neu68IffJWt2N0DscCB8NuwOReRvdtLoBAABwIo7r6EjxiPZm9qpsl9Ub722bnx1/PfFr3fTgTZooTciQoRdteZFeueOVCgfCfi8NWPUeGn9IH//Fx1VxKjqr5yz9+aV/7tte3pZjabI0qcHEoLZ1bVMoEPJlHQAAAIBfCMbbCMH40iAYX3xzW92u58r2bLlu7XYhre6QGVI0EFU4GFbIDB0TbgeM2jG0ugEAALCYGu3xJwtPKh6OKxluj+dexWpRX3rkS/rpgZ9KkoYSQ7ruwuu0pWuLr+sCVrN7n7xXn7zvk7JdWxf0X6D/ecn/9K2h3QjFhzqHtLVrq0ImoTgAAABWH4LxNkIwvjQIxhfmpK1ur1npluEd2+oOmSFFghGFzbCigSitbgAAACxbjfb4nsweVexKW7XHf3nkl7r5oZuVqWQUMAJ6yfaX6MXbXtw26wdWittHb9eND94o13P1tLVP09svertvDe2yXVa6nNaG5AZtSW3h6wEAAABWLYLxNkIwvjRWazDeaHW7nivbtU/Y6jbq/zVa3QGjFno3Qu5QMKSwGabVDQAAgBUlZ+W0L7tPRwpH2qo9nrWy+tyvPqe7D98tSdqS2qK3XvhWDXYO+rwyYHX44b4f6nO/+pw8ebpi6Aq95fy3KGAGfFlL2S5rujytjcmN2pza7Ns6AAAAgOWAYLyNEIwvjZUUjB/T6p7Z7F5gqzscCCsSiBy31T0z9DYMw9/fMAAAALDEHNfRk8UntTezt63a457n6Y5Dd+gLD39BhWpBITOkV531Kr1w8wu5aBVYQv+y61/0/x79f5Kk5298vl5/7ut9+zdXrBaVs3LalNqkTclN/NsHAADAqncqWevyf+YPrDDztbpnht2u50qe5Bme5EmmYc5qdQfNoGKhmGKBGK1uAAAA4DQEzIAGE4NKhpPNvccT4YQ6w51+L+2EDMPQswafpbN7ztanH/q0Hhx/ULc8cot+8eQvdO2F12ogPuD3EoEVxfM8fWPnN/Ttx78tSfqDrX+gV531Kt8uKC9UC8pbeW1NbdVwcpjn+wAAAMApojHuMxrjS6PVjfGFtLoNw5CnWtgdNIO1wLs+vnxmqzsSiJxwn25a3QAAAMDicVxHhwuHtS+7TxWnot5Y+7THf7T/R7rlkVtUcSqKBqJ67Tmv1XOGn8PzBWAReJ6nLz3yJd225zZJ0qvOepVevO3Fvq0nb+VVrBa1rWubhjqH+HcOAAAA1DFKvY0QjC+NMw3GPc872uSeE3I37jM847itbtM0m3t1h4PhZqu7GW6bAQWNo6E3V3kDAAAA/mrsPd4u7fGGJwtP6qYHbtJj6cckSRcNXKRrzr9G3dFun1cGtC/Xc/WZhz6jnxz4iSTp9ee8Xi/Y/ALf1pO1sqrYFW3v3q71HesJxQEAAIAZCMbbCMH40pgvGJ+v1e26rmyvNs7cdV2p8dzyeK1uM6xwMKyIGVEoEJq31d0IvXmiCgAAALQX27V1OH9Y+3P726o97nqu/m33v+nrj31dtmsrEUroTee9SU9f/3S/lwa0Hdu1dcMDN+jnh34uQ4becsFb9OzhZ/u2nkwlI9u1tb1ru9Yl1vm2DgAAAGC5IhhvIwTjS2N/dr8ennxYUTNaG1+u2n58zfB6Rqs7EogoEowoZIZq+3LT6gYAAABWtayV1b7MPh0pHlFnuFOJcMLvJS3IgewB3fDADdqb3StJesb6Z+iN576xbdYP+M1yLP39L/9e943dp4AR0NsversuX3+5b+tJl9PyPE8j3SNa07HGt3UAAAAAyxnBeBshGF8a0+VpZSoZBQNBBY1gs/E9N/Sm1Q0AAABgPu3aHrddW99+/Nv67hPfleu56o5065oLrtFFAxf5vTRgWSvbZf3ve/+3fj35a4XMkP7nJf/T1383U6UpmYapke4R9cf7fVsHAAAAsNwRjLcRgnEAAAAAWL6yVlZ7M3s1XhxXIpxom/b1E+kndOMDN+pQ4ZAk6bkbnqurz75a0WDU55UBy0/eyutv7/lbPT79uGLBmN596bt1du/Zvq1nojShkBHSSM+I+mJ9vq0DAAAAaAcE422EYBwAAAAAlre57fG+WJ8CZsDvZZ2U5Vj66m++qtv23CZJGogP6No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qqqvmDcUlqaOjQy996Uv11a9+VR/96EfV1dWlF7zgBfrWt751JqcFAAAAWm7m6PNKtRZ0lyxb+bKjknXi0efRaJDR52gLAdNQT0dYjutpumjpwQNp9SYiGu6Jqy8R8b2ZBwBYXRzX08F0UXsmC7JsV2s6o75frHVgqqhP/uhxPXYkJ0m6YCilt125XWuTJ293AoCfQgFTvYmIehORkx7reZ5KVWfOnujzj3WfLlWVrY91z1Vs5Sq2RtOlk54jaNb2a593nHts9rj3JGPdASySMwrGx8fHVa1WT3iMbdsaGxtrvr9u3To5jnMmpwUAAACWTNU5uud3xXZUqTrKV2xGn2NVCZiGehMROa6ndNHSgwem1ZsIa7g7rl4CcgBAC+TKVe0eL+hwpqzOSFA9yZMHOUvJcT19+75RfeWe/bJdT7FQQG961mY9/+w1NB4BrDiGYSgeDioeDmpd6uTbQziup3zFPnacez1YP/p2LUwvWI5s19NUwdJUYWFj3WOhwKzm+axQPRZSd0dYazqjTLwCcEJnFIxv3bpV3/jGN/SXf/mX6u3tPebjk5OTuvXWW7V169bmfYcOHVJPT8+ZnBYAAAA4I43R5xXbaYbg+YqtQqU2+rxq19rfc0efhwOmOuoBOLAaBExDfYmIbMdVuljVZH5a/Z0RDXXH1dsRlklADgBYZK7r6XC2rN3jeRUtRwOdEd9/9tozUdD//dHjemI8L0m6eGO33vrsberv9DesB4DlImAazYBaPScfD1113Dn7oFvzjnNvjHuvOrUGe6nq6Mls+YSPbRpSbyKigc6I1nRGNZCccZuMMgkLWOXOKBh/+9vfrmuvvVZPfepT9c53vlPPfOYzNTAwoLGxMd1xxx36+Mc/riNHjuiv/uqvJEmu6+rHP/6xLr300kVZPAAAAHA8Jxp9XrRsVR23Pvq8tm9a0Kjt9R0KmopFwwoFDNo/WDKu58nz1DYvyAQDpvo7I6o6rqYKlibyFQ10RjXYHVNPnIAcALA4ChVbeyYKOpguqiMS0voFtBSXUtVx9Y1fHNCtvxyV43pKRIJ6829t0XN29PNzIgCcgVDAVF8ior4zGOs+s4E+XapqMm9pPFeR5bgaz1U0nqvo18oe83imIfXVg/OBZFRrGrf1t5mQBaxsZxSMv+Utb9HBgwf1kY98RO94xztmfczzPJmmqfe+9716y1veIkmamprSu971Lj3jGc84k9MCAAAA8ypUbE3kK8qVq8pXam3wqtsYfW7IlKFQwFA4yOhztIbneZouVbVvsqh9kwXtm6rd7p8qynE9PfesNXrZxUNtsy9pKGBqoDOq6owXm2oN8ph6OsKEBACA0+K6no7kyto1XlChUlV/Z9T3lvgTY3l98kc7tXeyKEm6fEuPrv1v29TTEfZ1XQCw2pzKWHfP8zRdrOpIrqyxbKV5O5Yr60j9tup4GstVNJarSIeOH5yvSUZrrfNkVGuSEQ3UW+e9HQTnQDszPM/zTn7YiT3++OP6yle+ooceekjZbFbJZFIXXHCBXvWqV2lkZGQx1rliZbNZpVIpZTIZJZNJv5cDAADQlgoVW4czJR2cLqlUcRQOBhQOHt3/2+8XVrE6FC27HoAXtW+q0AzDs2X7hJ9nGtKzRwb08kuGNNx98rGDy4llu0oXa3sCDiQjGu6OqyseIiAHACxYyXK0ZyKv0XRJ0VBAXTF/v49Ytquv3rNf375/VK4nJaNB/fF/26pnbevj+xsAtDm3HpyPZcs6kqvUbme8PZaryHZPHJnVtpsK1xvmtbB8oPNoeN7TESY4xwkdzpR09vqkhtrs+f9ydipZ66IE4zh9BOMAAACnr2jZOjxd1sHpkooVW6l4WInIGQ1FAk7Ksl2Npov19vfRJvh4rjLv8YakdamoNvZ2aGNvvHbbE9d0qapv/OKA7j8w3TzuGVt79YpLhrW1P9Gy389iqNiOpotVyZDWJqMa6o4p5XOwAQBY3jyv1tjbM17QdKmqvkRYkWDA1zX95nBWn/zx4xpNlyRJV2zv0zVXbK3tmQsAWPFcz1O6YGksVzkmMD+SLWt8AcF50DTU33n8Ue3dHWGZPE9a1QjGFx/BeBshGAcAADh1swJxy1YqGlYiSiCOxeW4np7MlGe1v/dNFXVouqTjvRbS2xE+GoD31ELwoe6YoqHjv9C/80hO3/jlAd21e6p53yUbu3XVJcN6yrr2eo5QrjqaLlkKmIbWJqMa7IorFSdMAADMVq462jtR0IF0SSHT8H07jnLV0Zfv2qd/fvCQPEnd8ZCuffY2PX1Lr29rAgAsP47rabpo6cl6WD42Jzwfy1XkLDA4b4xqb4TnjfcJzlc+gvHF1/JgvFwu695779WhQ4dUqczfknjta197pqdZkQjGAQAAFq5kOc2R6YUKgTgWh+d5mixYR8Pv+ij0A1MlWY477+ckIsFZ7e9aEN5xRn8f900W9I1fjur/e3y8GbyfN5jSVZcM64KhVFu1r8tVR1NFS+GAobWpqNZ3xWnbAQDkeZ4m8pZ2jec1XbTU2xE54cVjrfCr0Wn9w0+e0OFMWZJ05VkDevOztvAzJgDglDmup6mCNWtP87Fso31ea5yfJDdX0DSOBuYzG+f12654iOC8zRGML76WBuM33HCDPvCBDyiTycz7cc/zZBiGHMc5k9OsWATjAAAAJ1eyHD2ZKWm0HognoyElIsG2CgqxPOTK1Vnt70YIXqjM/3wlHDS1oSd+NPyuB+FL2Ww7NF3SN+8b1U9+M9Yc0zeyJqGrLhnW0zb1tNXf+5LlKF20FAmaWt8V07quqDqjBOQAsBpVbEf7J2tbkQSMWkvczxf2i5atL965V7c9/KQkqS8R1lufs02XbOzxbU0AgJXNcT1NFioaq4fmR+qheWNU+0T+5MF5KGDM2tN8IBlp7nW+prMWnLfTc8bViGB88bUsGP/2t7+tl7/85TrvvPP0+te/Xu985zv14he/WJdddpl+9rOf6bbbbtPLXvYy/d7v/Z5e97rXne5pVjSCcQAAgOMrV+uBeLqkPIE4TkG56ujAjOC7FoYXNVW05j3eNKTB7mMD8DXJqAKmP3/fxnMVffv+UX3/10eazfVNvXG94uJhPXNbn2/rOh1Fy9Z0yVI0GKgH5DElIjTxAGC1mMxXtHuioMl8RT3xiGJhf1vi9+1P6x9/8oTGc7XJly84Z63e8MxNiof53gQA8I/jeprMz97ffOao9oUE5+GAqYF6aL5mxm1jVHsqRnDuN4LxxdeyYPyKK67Qzp07tXv3bsXjcZmmqb/+67/WX/7lX0qSvvKVr+h1r3udfvCDH+jZz3726Z5mRSMYBwAAOFa56uhItqwD6ZLy5ao6IyF1RgnEcSzbcXUoU541An3fZFFPZso63hOdgc6INvbGtam3o9YGr+8DHgqYLV37QqWLlr73wCH9+68Oq1StNdvXp6J6+cVDevaOgWW77vkULVvpYlWxsKnBrpjWpWLqICAHgBXLst3ahWpTBXme1JeI+NoSz1dsff72PfrBo0ckSWuSEb39Odt1wXCXb2sCAGChbMfVRMGqBeXZio7kjt4eyVY0VVhAcB40m2PZB+p7m6+Z8XaS116WHMH44mtZMN7V1aWrrrpKN998syTJNE194AMf0P/6X/+reczv/M7vqFqt6sc//vHpnmZFIxgHAAA4amYgnitXlSQQR53reRrPVWYE4LVx6KPpUnPc+FxdsZA2zArA49rQE2/bNli+bOtfHjqkf3nwkHIVW1ItYHjZUwf122evUSTob/vuVOQrtjJFS/FIUINdMa3vivneHgQALK50wdLuibzGcxV1x8O+f/+9Z8+UbvjpE5oqWDIk/d7563T15Zv4/gMAWDGqjqvJvFUPzGe0zuuj2yfz1nEvIG+IBM3mnuYzA/PGvucE52eOYHzxnUrWekY/kVarVfX39zffj8Vimp6ennXMBRdc0AzOAQAAgPmUq47GmoG4rUQkqMFUjCdbq9R00TpmBPr+qWKzLT1XLBTQhp64NvXGtaG3ozYKvSeurni4xStfWoloUK9+2ga9+MJB3fbwYX33gYOayFf06Z/t1td/cUAvvnBQLzx3re/Bw0IkIkElIkHly7YeH8vpUKak4e6Y1qZiioYIKACgndmOq9F0UXsnirJdT2uTMV+3/8iWqvrM/7dbP905Lkka7Irp7Vdu0znrU76tCQCApRAKmFqbimptKjrvx6uOq4l8ZVbLfGaAPlWwVKlPezkwVZz3MWKhQD0kP7q3eW1cey08p9yA5e6MXjFZv369Dh8+3Hx/48aNuv/++2cds2/fPgWDy/+FGQAAALTefIH4+lSUJ1GrRNGytX9G+7vRBM+UqvMeHzQNDXXHag3w3rg29nRoU29c/Z2RVfV3JhYO6KVPHdLvnb9eP3j0iL5136jGcxV98c69+uYvR/X7F6zX752/Tp3RkN9LPalENKiOSED5iq3fPJnT6HRZw90xrUlGCcgBoA1lSlXtGc/ryWxZqWhYvVF/XxO844kJfeq/dmm6VJVpSC++cFCvuWyD71NWylVHubIt76S9vWWmzZYrteWSl+WaA4ahgFn/ZRgyTTXfDpjGqvpZHGhnoYCpdanallbzqTquxnO1Pc7HZtw2wvOpgqVS1ak9hz9BcN7Y23xmeL4mGdWazqg6IgG+ZsBXZ/TT6aWXXqr77ruv+f4LXvACffKTn9RHPvIR/f7v/75uv/12ffvb39bznve8M14oAAAAVo6K7WgsW9GBqaKy5aoSkRCB+ApWrTfHGu3vvZMF7Z8qaixXmfd4Q9LaVHRGAF4bh74uFVWwjfbTXmrhoKnfPW+dfufsNfrpznF985ejOjhd0lfu2a/v3H9QLzpvrf7gwkF1L/PmvGEY6oyGlIgElS3bevRwTqPpWoN8TSrqe3gBADg5x/V0MF3UnsmCLNvVmk5/v2eni5Y+/V+7dMeuSUnShp64/vS52zWyptO3NUm1rWHSBUtV19NAZ0ShwEJ+9j3zn49b/SP2Ypyv1c8KFuN8rX4u06rTeV7t53nL9lSxHTmuJ8vx5FQ9OZ4n15Fcz531+zeNmSG6MStED5iGTKP1f14ATi4UMLW+vtXVfCy7HpzX9zYfq7fOawF6WeliVaWqo72TRe2dnD84j4cDs8azr0lGm6PbB5JRJSIUbbG0zmiP8e985zu6/vrrddttt2nTpk0aHx/XJZdcotHRUUmS53lKpVL62c9+pvPOO2/RFr2SsMc4AABYTRqB+Gi61gruCAeVjIVk8qLIiuC4no5ky9o3WdDeevt7/2RBB6dLOs424OrtCNf3/q6NQN/U26GhbsZpnw7H9XTnrgnd+osDzRchwgFTzz97jV7y1EENdM4/Tm+58TxP2bKtfKWqVCyk4Z64BjqjCge5KAIAlqNcuard4wUdzpTVGan9bOcXz/P0XzvHdfPPditXsWUa0isuHtYrLx1WyOeL60qWo6liRV3xsLb0day6iTdYORzXk+269VtPjlO/nXG/Zbuq2I6seqDu1D/uup5sr3Y7VyM4N+eE6LUg3fB1SwYAC1OxHY3njo5qn3s7XZx/OtxMHeGABmaE5muao9prtx0rIDhnj/HFdypZ6xkF4/NJp9P67Gc/q927d2vjxo26+uqrNTg4uJinWFEIxgEAwGpg2a7GcmWNTpWUKVmKE4i3Nc/zNFWwmu3vWgBe1P50UZbtzvs5HZFArQHeE9fG3toI9A098bYY991uPM/TvXvTuvUXB/TYkZyk2qjLK3cM6OUXDx336v/lxvU8ZUtVFSxbXfFwPSCP+B5sAABqXNfT4WxZu8fzKlqO+hP+fo2ezFd040936Z69U5KkLX0d+pPnbtfW/oRva5Jq388m85ZcedrQHdeG3jgXAGJV8TzvaIjuHhui244n23FlOa4qtivLdlV1am10x3Xlup4ct/ZvSY0NCLxaWG6aOm6I3ngbwPJRrjoab+xxXm+ZH6k3z8eyFU0fZ1u1mToigeZY9oF6y3xmeB4PL//gnGB88fkajOPUEIwDAICVzLJdjecrOjBZ1HQ9EE8RiLeVfNnWvql6A7w+An3fZFH5ij3v8eGAqQ09tRd9N9X3Ad/YG1dPR5hWVIt5nqeHDmZ0670H9NDBjCTJNKRnbevTKy4e1qa+Dp9XuDCu5ylTrKpk20rFwtrQU9tXnoAcAPxTqNjaM1HQwXRRHZGQUj63xH/46BF97vY9KliOgqahVz1tg1520aDvW7AULVtTRUu9HWFt7kuoL8HPQ8BCeN6cIN2Z01J3PVVnBOmW48q2PTle/Zg5I94bAYhpGOyXDixj5aoza0/zmbdjuYoyCwjOOyNBDcxpmTea5/2dyyM4JxhffL4H49lsVnfffbei0aie9axn8c3kBAjGAQDAStQMxKeKmi4SiLeDctXRaLpUa4BPFrW/HoZPFax5jzcNabArpg319vfGehN8TTLKmMNl6DeHs/r6Lw7oF/vSzfsu29yjqy4Z9n2/1YVyXE+ZUm3Pup6OkDb0dKgvEfY99ACA1cR1PR3JlbVrvKBCpar+RNTXC5XGsmX9w0+e0AMHpiVJ2wcS+tPnbtfGXn8v/nJcT5P5igyztr/5cE9ckSAtcWApufO10eeE65bj1IL0+n7p9jwj3pthiVfbx5390oHlo2Q5tXb53PC8Pqo9V57/Av6ZOqPBWtu8HpqvTUaao9sHOqOKhZf++zXB+OJrWTD+mc98Rl/+8pf13e9+V93d3ZKkBx98UC984Qt15MgRSdLTn/50ff/731c8zv/B8yEYBwAAK0nVcTWeq2j/VFGZkqVYMKhUnEB8ObEdV4cytX3AGyPQ904W9GSmrOM9MRjojGhDT23/7429cW3sjWuoO05jtw3tHs/r1l+O6s4nJpr/f1843KWrLh7SuYOptnhRz3E9TRctlW1HfYmIhnvi6ktEuCADAJZYyXK0ZyKv0XRJ0VBAXbGQb983XM/Tfzz8pL54516Vqo7CAVP/47IN+oMLB33/fpCv2MqULPUlItrSn1BPR9jX9QA4voXul16uztgvfc6Id8f1pOaXHU+GDPZLB3xStGyN5yrN8exHsrNHteeOM/lupmQ0WB/PHtWaxqj2zqPh+WJsh0IwvvhaFoxfccUVsixLd911V/O+5z3vefrpT3+q17/+9Tpy5Ij+/d//XR/72Mf0zne+83RPs6IRjAMAgJVgZiA+XawqFgooFQvxhN9HnudpLFfRvsmi9k3VWuD7JgsaTZdku/M/BUhGgzPC7w5trI9EXw6jxrC4DqSL+uYvR/XTx8bU+OvwlLWduuqSYV28sbttAvJ00VLVcdWbCGu4O65eAnIAWHSe52k8V9Hu8YKmS1X1JcK+tp8PTZf0Dz9+XA8fykqSzl6X1J9cuV2D3THf1iTVvi9N5CsKmoY29sY12B1XOMhFhMBKstD90itOfcS77ao6Y8S743lyXcnxPBnslw60XNGya/ubN/Y2r49oP1IPzo+3ZdxMXbHQMaPaB5KRZgt9IT8jEYwvvpYF42vXrtUf/MEf6NOf/rQkaXJyUgMDA3rzm9+sT33qU5Kkyy+/XJZl6b777jvd06xoBOMAAKCdVR1XE/WR6VMFAnG/TBct7avv/b2vOQq9qFLVmff4WCigDT3xZvu7EYJ3xWk0rTZHsmV9675R/fDRI6o6taeGW/o7dNXFw3r61t62eAHOdlyli1XZrqv+zogGu2Pq64jI5OsQAJyxctX5/9n78zi5zvJM+L/OXntV73trseQF2caLLGNsbGwDZjOExTZ23jATDwGGEELyMpkfM78wTCYBkgxkgJkhmWAgTIyJjQEDDpuNjZHxvmNjW4sl9Sb1Wnud/Xn/OKeqq6WW1FK3uqqrry+fpms5Xedpubu66lznvm/smw5OrFNlCe3xxs3I9nyBHz47jv/78H7Yrg9DlfFvLtmIt53b1/C/VwXTQcFy0J2MYFNnnK+piKhmKfPSbTeYl+54QXV6NUSvhemcl060KkqWG1aaWws+T+YtHMqbKNmLH2Opl4lpC1q199SF5l3JIDhnML7yTiRrXVbpRzabRVdXV+36r371KwDAu9/97tptl112Gb72ta8tZzdERERE1GRcb36G+GzJQUSV0cvZ0qdc2XZxoD4AD1uhZyvOotursoTBtmgt+N4QVoN3JY2GH0Cm5tCTiuAjr9+C9100jO89NYafPD+BvVMlfO4nL2KwLYrrLhzE5Vu7mnqOt6rI6EoacDwfsyUb00UL3ckIBtqiaI/pDMiJiE6CEALTRRt7porIlm10xFemdejJGpkr40v37sKLBwsAgHMH0/ijK7eiNx1p2JqA+ZNEDU3Gmb0pDGSiTf03k4hWnyRJ0BQJJ/IUutR56VZYlW65wTaOu7x56Xw/T+td3FCxyUhgU2di0fuLlrtgtvlkwQrbtQchesXxkC07yJYdvHSosOhjtMU0tMV0/O5rhvHvLtt8Kr8dOoplBeMdHR2YmJioXb/33nuhKAouvfTS2m1CCDjO4gfqiIiIiGhtcT0f00UbI3NlzJZsGAoD8VPB8XyMzlVq1d/VVuiTBWvR7SUAvelIUP3dPt8KvT8d4cFZWpL2uI5/d9kmXHfhIH7w7Dh+9Ow4Rucq+Lt7duHWRw7gvRcO4g1n9TT1XHlNkdGdjAQhRcHCVMFCV9LAYFu0oRWORERrjeV6ODBTxv7ZMhRJQl862rAT6jxf4LtPjeK2Rw/A8QSimoKbL92Ea7b1NPx5PVdxULJd9KYi2NgZRzqqNXQ9RNQ6ZFmCXnuPvbREfSnz0i0nDNPr5qXbnsd56URLlDBUJLoS2Nx1ZHAuhEDJ8sK27EFQXm3RXq0+rzge5soO5soOiubx27bTqbGsVupvectb8Nhjj+H+++9HJBLBxRdfjHPPPRf33XdfbZv3vOc9eO655/Dyyy+vyIJbDVupExER0VqwIBAvWjBUBZmYzjfBy+T5AofyZtgGvRqClzGerQQHJRbRHtfD6u/5FuhD7bGGVnFR6ynbLu5+bgJ3PT2OXNiRoD2u413nD+DN23rXxM9btYIcALpTBgbbYmiLaQ0PUoiImtlM0cLe6RJmihbaYjpi+rJqapZl33QJX7x3F3ZPFQEAF25owx++fgu6kkbD1gQEf1+mChZihoJNnXH0paN8TUxEa85S56WbYVW67flwOS+d6KQJIVC0XBzKW3jxYB5XndmNizd3NHpZLWPVZozfd999eMMb3rDgtu9///u49tprAQC+76Ovrw9XXXUVbrvttpPdTUtjME5ERETNzPNFbYb4DAPxkyaEwGzJPiIAPzBbhu36i35NXFdqrc+rAfhwewwpViPRKjIdDz974RC+99QopotByJyKqHjHeQN42zl9SBiNC0yWynZ9zJVtQAJ6UxEMtkWRjjIgJyKqZ7s+RmaDLjXCBzoSRsNe7zmej+88MYrbHx+B6wvEDQV/cNlmXHVmd0Ofu4UQyFYcmI6HvnQUGztjSEb4uoyI1g+/bvb54fPSnboW77YbVKRbLuelEy2GM8ZX3qrNGL/yyivxgx/8AF//+tcBAO973/tqoTgAPPjgg+jv718wc5yIiIiImp/nC8wULRyYDVqma4qMnhSrYZaiaLq11uf1QXjRWrxNlq7IGGo/cg54B1s/UxOIaAre8ep+vOXsXvzixUnc+eQoJnIm/vnh/fjuk6N42zl9eOd5A03dPlZXZfSkIjAdDxO5CiYLJnpTEQxkYkjHmnfdRESrJVsOZolPFRpfJb57sogv3vsy9s2UAQAXb2rHR16/Be1xvWFrAoL28tNFC4mIhrMH0uhNRSDzdTERrTOyLEHG8ualu4u0eA/mpHvzLd6PMy8dwGEh+vxlTZE4ToyIjmlZFeO0fKwYJyIiomZSDcRH5sqYKQaBeCaq8Y3lIizXw8hsOAd8thwE4TMlzIStmw8nS0B/pj4Aj2FjRxw9nNFOa4jnC/xq1xRuf2IUI7NBaGGoMq7Z1ot3nz+AjkRj29suhel4mC3b0BUJvekI+jOxpg72iYhOFdfzMTpXxr6ZMlxPoLOBVeK26+Pbjx3AnU+OwhdBd5IPX3EaLtvS2fAq8bmyA9vzMBC+jouvgW4pRERrmecLOJ5/1Bbvnh9Uo1thm3fHq1alh5fDsWSyJEFXZGiKBE2RoSky33tTU2DF+MpbtVbqRyOEwO7duxGJRDA0NLTSD99SGIwTERFRM/B8gZmShbG5CqYKFlRZRluMgTgQ/NuMZysL26DPlHAwb+IoY8DRlTQWVH9v7IhhIBODrvLfkzBfEeH6MFQFcUNZc90BfCHwyN4Z3P74aG32qypLuPqsHrz3gkH0piMNXuHxVWwPc2UbhiqjLxNBfybKlrhEtG7kKg5emSriYN5EOqIjEWlc2PviRB5f/MUujM5VAACv29qJD11+WsNPWjIdDzNFC5mYjo2dcXQnDVaJExE1ISHmA3Sr7r1WxfZQsByYdjAj3XEFBHwIIUENw3JdkaGrMlS2a6dVxGB85a1aMP7d734X3//+9/HFL34RbW1tAIB9+/bh2muvxQsvvAAAuO6663DrrbdCUU6gv8Y6wmCciIiIGsn3BaYZiAMI3kxPFawF1d/7Z8sYmS3DPUoCnoqo2NgRx3BHDBva49jYEcNQe4yVRFTjeD5MZ76aARKgKRIiqoK4oSJvOihZLhKGhmREhbzGDsYIIfDUgSxuf2IEz4/nAQTdES4/vQvXXTiE4fbmf6Nftl1kKzYMVcFAJoq+THRNzE4nIjoZwQl/ZeydLsF2fXTGjYa97jMdD//88H784JlxCACZmIaPXHEaLjmtsyHrqfKFwFzJhusLDLYFVeJRncc1iYjWqlqFuRME5Jbjo2g5KNkeLCdo4e56Qbt2WQJUWa6F5mzNTqcCg/GVt2rB+Bvf+EYcOnQIzz77bO22d73rXbjrrrtw1VVXYWZmBs8++yz+/u//Hn/wB39wsrtpaQzGiYiIqBF8X2CmZGN0rozpogVZktAW06Gtkzd8uYqzoPq7GoZXHG/R7SOajA3tQQC+MQzBhztiyEQ1nlVONU54kKXa1k8A0FUJhqogYahoi+mI6DKimoKopkBVZJRtF1OF4OSUguXAUBRkYvqabPH3/HgOtz8+gicPZAEAEoDXbO7A9duHsKU70dC1LUXZdjFXdhDV5SAgT0d5kgsRtZSC6WDvdAkTWRNJQ0WqgRXZz43l8OVf7MJEzgQAXHVmNz5w2aaGd+6o2B5my0GV+OauOLoSBl/rERG1sPpuXpYbnNRctFyULA+25823ZhfBjHU9DMxVRYKuymvuxGZqDgzGV96qBeMDAwN4y1vegq9+9asAgEKhgI6ODrznPe/BbbfdBsdxcP755yOZTOKhhx462d20NAbjREREtJqqgfjYXBlTRQsyJLTFWzcQr9geDsyWsX92YQieLTuLbq/KEgbbohgOq783dMQw3BG2zuQbXqrjeMGBE8vxYHk+AEANK8EThop0VEXMUBeE4MdiuR5misHJKtmyA0Veuyer7DpUwB1PjOKhvTO12y4YbsP12wexrT/dwJUtTdFykSvbiBlqWEEeQUxnQE5Ea5fvC0zkTeydKqJse+hKGA37+1K2XfzTQ/vxr89NAAA6Ezr+8Mot2L6hvSHrqaqOFRIANrQHHYAiGqvEiYjWK98XQXV5GJxbThCaFywHFduHU2vNLiBE8F5QD+eYszU7HQ+D8ZV3Ilnrst7dz87Oore3t3Z9586dcF0XN954IwBA0zS88Y1vxK233rqc3RARERHRMvm+wGzZxthcBZMFCzKAjnjjDoqeCkIIPDuWwzMj2SAEny3hUN5adFsJQG86guH2GDaGc8CH22MYyETZJo2OcGQILqAqMgw1qO7OxFTEdBURXUFsCSH4YgxVQX8miu6kgdmSjfFsBdNFGwICmai+pg7Ob+1J4j+99SzsnynhO0+M4oFdU3jywByePDCHs/tTuH77EM4byjTtgaKEoSJhqCiaLnZNFjCeq2CoLYredHRN/XcgIgKAkuXilekSxubKiBsa+tPRhq3lqQNz+J/37cZkIXh9ds22Xvz+azc2vDtHtWNIR0LHps44OuJ60/6NIiKi1SHLEiKyEr7+X9jNxPXmW7JXR2YVLQcF04Xj+ShXXDheEJrLkMIK8/l55muxOxhRK1nWK89UKoWZmfkqgPvuuw+yLON1r3td7TZN01AqlZazGyIiIiI6SYcH4hKAjharEBdC4JnRHL71yH789mDhiPvbY/oRLdCHWQVER+F68y307DAEl2UZES0IwWuV4HpQCb7Sv0uqIqM7FUFnwkC24mAiW8FkwcRs2UIqoq+p2dcbOuL4f990Bm66eBh3PjGKe1+cxG/G8/jND57H1u4Ert8+hB2b2pu2G0MioiJuKChaLl48WMBo1sRQWxQ9qQifP4io6fm+wKGCib1TJRQtB13JSMNe/xUtF1978BX8/IVDAIDupIGPXbUVrx7KNGQ9VZ4vMF20oMjA1u4EBtujMFQ+vxMR0bGpYdAd04+8r9qavRqYV+ygNXvZ9lBxXeRNAdcXkAAo8nyVuaZK0BS2ZidaDctqpX7FFVdgz549eOaZZ6AoCs4++2wMDAzgkUceqW1zww034LHHHsPevXtXZMGthq3UiYiI6FQQQmC2ZGN0roKpsCqnvcUCcQB4djSLbz16AM+P5wEAuiLjdVs7sbU7geGOODa0xxo6P5Oam1trjRccvBBCQFFkRFQZMUNBW1RHzFAR0RTE9JUPwZcqV3EwmTcxkTNRtl0kDA3JiLrmDppMFy1876kx/OT5g7DdoP38hvYYrts+hMu2dDZ15YQQAnnTRdFykYyoQUCejjBAIaKmVLE9vDJdxOhcBRFVQSamNawC+tFXZvG/79+NmZINAHj7uX14/2s2Iqo39vmzaLrImzY6kwY2dSbQHl8k3SAiIlohtdbsjg/LC1qzl+3g/YXp+HBcPzwxGxAANFmGFs4x18LwnFoHW6mvvFWbMX7nnXfiuuuug2EYtcrwW265Bf/23/7b2jYbNmzABRdcgO9973snu5uWxmCciIiIVpIQAnNlB6NzZUyGbcTbYjp0tbXeRD03FlSI/yYMxDVFwpu39eK9Fw7xwCYtyvMFLNeD6fiwPQ9CALIkwdBkxA0F6YiOeF0leDP+zpRtF5N5E2NZEwXTQVRTkY5qTR0oLyZbtvGDZ8bxo2cnUHE8AEBfOoL3XjiIK8/obuqDPvMBuYN0VMNgWww9qUhT/rwQ0fojhMBUwcLeqRKyFQedCb1hJ/DkKw7+cede3P/SFACgPx3Bx67eim396Yasp8r1fMyUbKiKhI0dMQy0xZr67w4REbW+6gnbdt1J28XwpFw7bNvu1VqzB4F5dZa5prA1+1rEYHzlrVowDgBf+cpXcMsttwAA3ve+9+ETn/hE7b5f/vKX+J3f+R187nOfw4c+9KHl7KZlMRgnIiKilbBeAvHnx3P41qMH8OxoDgCgyhKu2daL6y4cREfCaPDqqFlUQ/DqzDcfAkoYgke1oHIuYWiIagoiurzmqn4t18N00cbYXBlzJRuaEnxPa+3AftFycfez47jrmXEUTBcA0Jkw8O7zB/CmbT1N/d/FFwL5ioOy7SId0zHUHkNXwmi551wiWjtMx8O+6RJG5ypQZQntDZyT/eDuafz9L/cgW3EgS8A7zxvA71483PDn9XzFQcFy0JuKYFNnAukYuwoREVHzEiKsMq8LzSu2i5LloWx5sD0PjifgCQFAQJGCOeaaGlabK3LDXgvQsTEYX3mrGozT8jAYJyIiouUQQiBbdjCWreBg3gQEkIlpDT/wuNJ+O5HHtx49gKdHsgCCQPyNr+rBdRcOoSvJQHw9O1oIrqsyYnoQGMcNFTFNXZMh+LFUq97GsxXMFIMWtemotubmX1dsDz99/iC++9Qo5soOACAT1fDO8wbw1nN6EdObd666LwRyFQcVx0U6qmO4PYaupLHmTlIgorVLCIHpoo09U0VkyzY64kbD/g5kyzb+/pd78OCeGQDAUHsMf3zVVpzRm2zIeqocz8dU0UJEk7GpI47+TBQqn6eJiGgN831RF5gHM83LtouC6cJ0fbhha/Zq+KfJ1Qpzia3ZmwCD8ZXHYHwNYTBOREREJ+PwQFwIgbZY49plniovHSzgW4/ux5MHsgAARZbwhrN6cP2Fg+hORRq7OFp1tRA8PFve9wUUOQjBo7qCTFRDIqIGleDhx3rg+wJzZRsTOROTBROOK5COBicErCW26+Oe3x7CnU+OYrIQdL6IGwquPbcf157bj1S0eSv7PL8akHtoj2u1CnIGL0R0KlmuhwMzZeyfLUORgipxuQGVYUII/PLlKfyfX+1FwXQhS8B1Fw7hhouGGn7gPVdxULQc9GWi2NQZRyrSvH9LiIiIVoLjLWzLbjkeipaLouUF93lBcA4JbM3eIAzGV15DgvGRkRGMj4/DsqxF77/88stXYjcth8E4ERERnQgRVieOzVVwsGDC9wUyUb3lAsCXDxXwrUcP4In9cwAAWUIQiG8fQg8D8XXBFwKW48MMg3BfCMiQoGsSYrqKTBj8xvQgADdUtokTQiBfcXEob2IiX0HF9pAwNKQi6pr6t3E9H798eQp3PDGKsWwFABDRZLzl7D6867wBtMX1Bq/w6DxfIFu2YboeOhMGhtpj6EwYPLhERCtupmhh73QJ00UL7TG9Yd01ZooW/vf9e/DovlkAwKbOOP746q04rSvRkPVU2a6P6ZKJuK5iU1cCvakIn4uJiGhdq2/NbjlBQF6xXRRNDxW7vjW7DwBQpSAo19SwRbsiran3lc2MwfjKW9Vg/Ic//CH+w3/4D9i1a9cxt/M8bzm7aVkMxomIiGgpqoH4eLaCibwJzwsqxFstEN89WcS3Ht2Px/bNB+JXndmNG7YPozfNQLxVVUPwajW4K3zImJ8Jno5qSEaCmeBRnSH4UpQsF1MFE6NZE0XTQUxTkYpqayoU8HyBh/bO4PbHR/DKdAkAoCkS3vSqXrz7/IGm7hpRDchtz0dHQsdQWwwdDMiJaAXYro+R2TL2z5YgfDTsuUUIgXt/O4mv7tyLku1BlSW876IhvOeCwYZ2y6h2VTJdD/2ZKDZ2xpFYYx1UiIiIVpvni1pb9mq1edFyUbKC1uyOG4TmAoAE1NqxV2eZs1PWiWEwvvJOJGtd1ivD+++/H+9617vQ29uLj370o/jyl7+MK664AmeeeSZ27tyJ559/Hm9/+9tx4YUXLmc3REREROtaruxgLFvGwbwJt0UD8T1TRdz26AE88kpQbSRLwOvP6MYN24fQn4k2eHW0knwham+0TceDJ3xIkGCoMiKagu6UgUQYgscYgp+0uKEibiTQm45iumhhdK6CQ/kKNCWYu97o1rZLocgSLtvSiUtP68Dj++dw++MjePFgAXc/N4GfPH8Qrz+9C9ddOISBtuZ7jlBkCR0JA67nY67sYKaYRVfSwEBbFJ1xAzIDciI6CdlyMEt8qmAhE9UbNjJjsmDif/5iN54ayQIAtnYn8MdXb8WGjnhD1lNluR6mizaSERXn9KbRk4zw+ZaIiGgJFFlCVA9ORD+cE1aZV4Nz0/ZQtF2UrODE9oLlwvN8QJIgSxK0cNxZNTznycHUbJZVMf7mN78ZDz/8MF566SX09PRAlmV8+tOfxqc+9SkAwGc/+1n85V/+JR588EGcd955K7XmlsKKcSIiIjqaXNnBWK6MQzkTtifQ3oKB+CvTJdz26AE8tHcGQBCIX356F963fbgpwy46MUKI2jxwy/Hg+D5kKQjBjbASPBUNK8E1BRGNIfip4ng+Zks2RufKmC05kACko9qaek4RQuC5sRxuf3wEz4zmAATVCpdt7cR1Fw5hU2djA5ljcTwfc2UbvhDoShgYbI+hPaYzsCGiJXE9H6NzZeybKcP1RMNGNPhC4KfPH8TXH9yHiuNBUyT8PxdvwDvPG2joQW8hBGZLNhxfYKAtgo0d8Ya1liciIlovqu/3bc+vdYCr2B5Kloey7QazzD0BX/gQQoIqS3Vt2dd3a3ZWjK+8VWul3tHRgWuvvRbf+MY3AACyLONTn/oUPv3pT9e2ueyyy9De3o4f/OAHJ7ublsZgnIiIiA4XtEwv42ALB+L7Z0r41qMH8Os9QSAuIQjEb7hoCEN8Y7AmHRmCC8gSoIeV4EE7dDWsBFcZgjeI7wvMlm2MZyuYLlpwXIFMTFtzAcKLB/O44/HR2kxbANixsR3Xbx/CGb3JBq7s2BzPx1zJhg+gO2lgsC2K9rjO3wUiOqpcxcErU0UcKphIGToSkcY8X0/kKvjyL3bjubHgxKSz+lL42FVbGn5A13Q8zJSCCvpNXXF0Jw0+pxIRETVYfWv26kzzku2iaLnB8QLPX9et2RmMr7xVa6VeLpcxMDBQu24YBvL5/IJtXvOa1+DrX//6cnZDREREtC7kTQfjcxUczJmwXB9tMR2di7SxWssOzJZx26MH8ODu6doboMu2duJ9Fw1juJ1vCNaKBSF4OGtMklBrh94ejyAZ0RALW7FFVIWVsU1CliV0Jgx0xHXkKy4mchUcypuYK9lIRoKTF9ZCoHBmbwp//vZX4ZXpEu54YgQ7d03j0X2zeHTfLF49mMb124dwzkC66b4XTZHRnYrA8XxMFSxMFSx0pwwMtsXQFtOabr1E1DieLzCeLWPvdAm266M7EWnIQWLPF7j7uXF886H9sFwfhirj/ZdsxNvP7YPcwOcsP6wS93yBTZ0JbOiItdyJpERERGvVsVqz27Uqc692Yn3BOqw1ux/U88qSFFaYS9AUGboqN/T1B7WGZQXjvb29mJqaql0fGBjA888/v2CbmZkZeJ63nN0QERERtbT6QNx0PbTFdHQkjEYva0WNzJXx7UdH8KtdU6i2K7r0tA7cuGO44fMo6diEELXWaKbrwfUEIAGGIsNQFfSlgxA8qgczwRmCrw2SJCEd05COaRhsj2Eyb2I8Z2I8V0FMV5GKaGtiFtymzjj+7JozcdOOMu58chT3vTSFZ0ZzeGY0hzN7k7h++xC2b2hrusBZU2T0pCKwXR+TeQuTBQu9qQgG26JIRxmQE613BdPB3ukSJrImkoaK9lRjXheOzJXx5Xt34bcHCwCAcwfS+KOrtqI3HWnIeqrKtou5so32uI5NnQl0Jth5g4iIaK3Q1SDgThgL48nDT8C3XR8V20PBcmDaQcV5tiwgELZmr4blYWCuyuu3NTudmGUF469+9avxm9/8pnb9yiuvxD/90z/htttuwzve8Q7s3LkTt99+Oy688MJlL5SIiIio1RRMBxPZIIiyXA+ZaOsF4mNzFXz7sQN4YNcUwhN+ccnmIBBv5nnA65UQAo4nYIZnbju+BwjAUBUYqoKelIF0VA/O/A7ngjMEX/sShopEVwL9mSimChbGshUcKpjQFRnpqAZtDbSxG2yL4Y+vPh03XjSM7z41hp+9cBAvHizgL370AjZ3xnHd9iFcsrmj6cJ+XQ0Ccsv1gur9gom+VAQDmRjSMa3RyyOiVeb7AhN5E3uniihbHrqTRkOegz1f4HtPjeFbj+6H4wlENQU3X7oJ12zraegBZ88XmClagAxs6UpgsJ1V4kRERK1CkiRENCX8277wvZDni6AtuzM/07xoOSjZHizHQ7niwg1bs8sSoMlBO/ZqaN5s7wOpsZY1Y/xrX/saPvrRj+K3v/0tNmzYgFdeeQUXXnghcrlcbRtVVfHzn/8cl19++YosuNVwxjgREdH6Ux+Im05QIb7W5vsez3g2CMR/+fJ8IH7xpnbctGMYm7sSjV0c1VRnfpnOfAiuq0EleCqqIh0N5tvH9ODNKd9Mrg+O52OmaGMsW8ZsyYYECZmYBkNdO+HDXMnG958ew7/+ZgKm4wMABtuieO8Fg7ji9K6mnVlnOh5myzZ0RUJvOoL+TAzpKANyovWgZLl4ZbqEsbky4obWsN/9fdMlfPEXu7B7sggAuGC4DX945WnoTja2SrxkuchWbHQmDGzqjLfcyaRERER0cuy6CnPL9WE6Hgqmi7LtwfaC0W+eLwARtHivVplranC5Ea3ZOWN85Z1I1rqsYHwxe/bswRe+8AXs3bsXGzZswIc//GGcd955K7mLlsJgnIiIaP0oWi4mshWMZyuotGggPpGr4F8eG8F9L03WAvEdG9tx445hbOlmIN5IjufXKsFt1wckQFMkRFQFiYiKTLUSPKwGZwhOnh/Mb53IVTBVtOB6Apmotqaet/IVBz98dhw/fHYcJSsY8dWdNPCeCwbxhrN6oKvNGZBXbA9zZRuGKgcBeVsUqQgDcqJW5PsChwom9k6VUDAddCcjDakSdzwf33liFLc/PgLXF4gbCv7gss246szuhleJTxctqLKEofYYhtpjTfvcTURERM3D98OxcGFwbjlBa/ai7aBi+3BcH44nEPwPUGWpVmGuKae2NTuD8ZXX0GCcTgyDcSIiota3MBD3kYlqiBtrJ1haioN5E7c/NoJ7XzxUC8S3b2jDjTuGcXpPsrGLW4ecupng9SG4oSpIGCraYjoiulxrh96s1bPUHIQQyFWcoNV33oLp+EhFVCQMdc3McCvbLv71uYO46+kxZCsOAKA9puNd5w/gzWf3Nm0r3rIdVEgaqoKBTBR9megRs/iIaO2q2B5emS5idK6CiKogE9Ma8ry6e7KIL977MvbNlAEEXX4+8votaI/rq76WegXTQT48WWBTZxxtDV4PERERtQbXm2/JXg3OS5aLgunC9nw4XhCaAwISgsBcCz9WojU7g/GV17Bg3HVdFAoFJJNJqCrfrC8Fg3EiIqLWVbJcTOQqGMtWULFbMxCfzJu4/fER3PPiZNCaCkHLzZt2DOOMXgbiq8GpvZnzYHk+hAA0NawEN1SkoypihsoQnFZEwXQwmbcwkaugaHmI6wqSEW3NdBgwHQ8/f+EQvvvUKKaLNgAgGVHxzlf3423n9jdt6Fy2XcyVbUT1MCBPR1vu7wnReiKEwFTBwt6pErIVB50JvSHjKmzXx7cfO4A7nxyFL4Lnww9ffhpet7WzoSc+uZ6P6ZIFXZGxsTOO/ky0IVX0REREtL4IIeB44Tzzamt220PRclG2PNi+B8cV8MR8a/ZaaH4CrdkZjK+8VQ3GPc/Dl770JXzjG9/A888/DyEEJEnCtm3b8Pu///v46Ec/ypD8GBiMExERtZ6S5eJgzsRYtoKy5SId05s2bDlZkwUTdzw+int+ewhuGIifN5TB7+4Yxpl9fE1zqjjVNmBOEIIDgBpWgierIbiuIqIriDEEp1PIdDxMFSyMzVWQrTiIqDLSUW3N/Mw5no/7XprEd54YxUTOBADEdAVvO6cP7zxvoGnnehctF7myjZihhhXkkTXV2p6IgufPfdMljM5VoMoS2uN6Q0LoFw/m8aV7d2FkrgIAeN3WTnzwdZuRiTW2KjtXcVC0XPSlI9jYGW/a52MiIiJaX2qt2auFCa6Psh1UmVtu0JrdDo/TCACaLENTpFpr9vqT/BiMr7xVC8aLxSKuueYaPPzww5BlGUNDQ+jp6cGhQ4cwMjIC3/dxySWX4Kc//Sni8fjJ7qalMRgnIiJqHWXbxUS2tQPx6aKFO54Yxc+eP1gLxF89mMZNF2/AqxiIryjX82GGIbjt+RAQUGQZEU1BQg9C8LgRhOBRTWElFTWE7fqYKQUB+WzJhiJJyMT0NTP/1fMFdu6exh2Pj2D/bNBCWFdlvHlbL951/gA6E0aDV7i4oukiZ9qIGyoGM1H0pqOI6s3ZDp6IAkIITBdt7JkqIlu20RE3GjLGwXQ83PrIAfzgmTH4AsjENHzkitNwyWmdq76Weo7nY6pgIaor2NQZR186smZOtiIiIqL1za3NMvdhh63ZC6aDkhUcz7E9H144z1yGDNvz8OqhDIPxFbRqwfif/umf4n/8j/+Bm266CZ/5zGcwPDxcu+/AgQP45Cc/idtuuw1/8id/gs9//vMnu5uWxmCciIho7Svb8xXiJctFOqIjEWmtQHymaOE7T4ziJ3WB+DkDady0YxhnD6QbvLq1r/5NlOV6EEJAUWREVBkxQ0FbVEfMUBHRFMR0huDUfDxfYLZkYzxbwVTRgu8LpKPamqlm9oXAo6/M4vbHR7BrsggAUGUJV5/ZjfdcOIi+dLTBKzySEAJFy0XedJAwVAy1x9CTijTtvHSi9cxyPRyYKWP/bBmKFFSJL6XN5kr7zVgOX/rFrlqnjKvO6MYHXrcJyUjjqrKFEMhVHJRtF32ZKDZ1xhu6HiIiIqKVIkRYZV4LzH1UbBcly8NgWxQdTXoi9lq0asH44OAg+vv78eijjx51m4suuggTExMYHR092d20NAbjREREa1fF9nAwV8FoGIinIhoShtrQmYwrbbZk484nR/Hj30zA8YKXjdv6U/jdHcM4ZzDT2MWtUZ4fzKsyHR+258H3q5XgQQiejuiIGyqiYSX4Wqm8JQKCN/7ZsoOJfAWTeQum44U/08qaeG4UQuDpkSxuf3wEvxnPAwBkCbh8axfee+EgNnQ0Xyc0IQQKpouC5SIZUTHUFkU3A3KipjFTtLB3uoTpooX2mN6QE4Yqtod/emgf7n5uAgDQEdfx0Su3YPvG9lVfSz3b9TFVNJGIaNjUGUdvKgJFbv6/FURERETUXE4ka13Wq/GZmRm8//3vP+Y2b3jDG/DFL35xObshIiIiaioV28OhfAWjcxUUbRcpQ0N/OromQp+lmivbuPOJUfz4NwdrM5LO6gsC8XMH0y31vZ5K1RDccnyYrgcBQJEkGJqMuKFgMBYNQnBNQVRnCE5rnyRJaIvraIvrGGpzcChvYiJnYjxnI66rSEW1hlRJLpUkSTh/uA3nD7fh+fEc7nhiFE/sn8P9L0/h/pencMnmDly/fQhbuhONXmqNJElIRTUkIyryposXJvIYy1Yw2BZDd8qAoTIgJ2oEx/PDKvEShA/0paINCX2fHsniy7/YhcmCBQC45lU9+P1LNyHewHE/QgjMlR1Yroeh9hg2dsQbuh4iIiIiWj+W9apz69atmJycPOY2U1NT2LJly3J2Q0RERNQUTCesEJ+roGi5SBoa+lOtFYhnyza++9QY7n5uArYbBOJn9iZx045hnDeUaanvdaXVh+CW68OHqIXgMUNBf1sEcUNFTFMR0WWGVdTykhENyYiGgUwMUwUT41kTB/MVGIqCdFRr+tmx2/rT2Nafxu7JIu54YgQP7ZnBQ3uDjwuGM7h++xC29TfPKAlJkpCuBuQVBy+M5zA2p2OoI4auhMETb4hWUbYczBKfKljIRPWGhL4ly8XXHnwFP3vhEACgO2ngj67aivOGMqu+lnqm42GmZCMVUXFGbwbdSQMyq8SJiIiIaJUsq5X6Lbfcgo9//ON4+OGHsW3btiPuf+6553DJJZfgS1/6Em6++eZlLbRVsZU6ERFR8zMdD4fyJkbmKiiaDpJGEDy0Ukicqzj43lOj+NGzE7DCQPyMniAQP3+YgfjhaiG468NyfPhCQJEl6KqMqK4gE9WQiMxXgjMEJwpa5k4XLYxlK5gr2VAkCZmYvmYC2wOzZdzxxAgeeHkKfvguelt/CtdfONSUz5N+OLe34rhIR3UMt8fQlTSgNfkJCURrmev5GJ0rY99MGa4n0JkwGlIl/ti+Wfyv+3ZjpmQDAN5+Th/ef8lGRPXGvR7xhcBcyYbjCwy2RbCxI9HQ9RARERFR61i1GeMPPPAAPv/5z+NnP/sZ/s2/+Te47LLL0NPTg0OHDuFXv/oVvvnNb+Kaa67Bn/7pnx7xtZdffvnJ7ralMBgnIiJqXgsDcRcJQ0WqxQLxfMXB958ew4+enUDF8QAAW7oT+N0dw7hwQ1tLfa8ny/MFbDdohW65QQguQ4KuSYjpKjJRLagE1xVENIVzfYmOw/V8zJZtTGRNTBUsCAikI/qaCUgO5kx858lR3PvbQ3DDhHxLdwLXbx/CxZvam65VvOdXA3IP7XENQ+1BBXmzV+wTrTW5ioNXpoo4VDCRMnQkIqtfJV4wHfyfX+3F/S9NAQD60hH88dVbG97domJ7mC1byMR0bO6Moytp8DUmEREREa2YVQvGZVmGJEmoPkT9i9rFbqvned7J7ralMBgnIiJqPqbjYTIMxAstGogXTAfff3ocP3xmvBaIn9YVx007NuCijes3EPeFCFuhByG4K3wokKFrEqKaErYp1uoqweV1+29FtFzVGbMHcxVM5i2Yrod0VEdcV9bE79VM0cJ3nxrDT54/WBs9Mdwew3UXDuJ1W7saUiV6LJ4vkC3bsDwf7fGggrxR1axErcTzBcazZeydLsF2fXTGG3Piya/3TOMrv9yDbNmBLAHvPG8AN+0YbugJe74QmCna8CEw3BbDcEeMJxASERER0YpbtWD805/+9EkfsPgv/+W/nOxuWwqDcSIiouZhuR4m8xZGZsvIt2ggXrRc3PX0GH7wzDjKdhCIb+6M48Ydw7h4U3tLfa/H44uwEtwJQnBP+JAgwVBlRDQFmZiGRERDjCE40SmXNx0cypmYyJko2y4S4ciKZqu+Xkyu4uCup8dw93MTtefVvnQE77lgEFed2d10rctrAbnroTNpYKgthg4G5EQnpWA6eGW6hPGsiaShIhXVVn0N2bKNv39gLx7cPQ0AGGqL4o+vPh1n9CZXfS31yraLubKD9riGTZ0JdCZ0vo4iIiIiolNi1YJxWj4G40RERI1XDcRH58rIVRwkDK3lAvGS5eIHz4zjrqfHUAqDm40dMdy0YxgXb+5YE+HTclRD8GAmuAfH9yFLQQhuaMFM8GQ0rATXFEQ0huBEjVC2XUwVLIzNVVCwHERUFemotiZC26Ll4u7nJnDX02MomC4AoDOh413nD+JNr+ppuipJ1/MxV3bg+j66kgYG2qLojBuQ18C/NVGj+b7ARN7E3qkiypaHrqSx6ifBCCHwwK5p/MMDe1AwXcgS8N4Lh/C+i4YaekKO5wvMFC1IctBFY6g9BkNtruc/IiIiImotDMbXEAbjREREjWO5HqYKFkZnK8hWbMT1oNKnlULisu3ih8+M43tPj6FkBYH4cHsQiF9yWmsG4kKIIAAPQ3BXCEgA9LASPGiHriKmqwzBiZqU5XqYLtoYmysjW3agyBLaYnrTVV8vxnQ8/OT5g/jeU2OYLdkAgHRUwzvP68fbzulDTF/9ucPHUp357guBroSBgbYYOuI6A3KioyhZLl6ZLmFsroy4oSHdgCrxmaKFr/xyDx55ZRYAsKkzjj++eitO60qs+lrqFS0XuYqNzoSBzV0JtMf1hq6HiIiIiNYHBuNrCINxIiKi1We7PiYLZi0Qj+lBRWIrhcRl28WPnp3A958aQ8EKKheH2mO48aIhXLqls6W+1yrX85GtOLBcDxFNQURTkIoEJztUZ4JHVIVhD9Ea4no+Zks2xrMVTBfnQ+Zmq75ejOP5uOe3h3Dnk6M4lLcAAHFDwdvP7cc7zu1vSMvlY3E8H3MlGz6A7qSBwbYo2uNsfUxU5fsChwom9k6VUDAddCcjDakSv/fFSXx1516ULA+qLOGGi4bwngsGG14lPl20oMoSNnTEMNAWg642/4lMRERERNQaTlkwLssnV00jSRJc1z3hr1sPGIwTERGtHtv1MVUMZohny60ZiFdsD3c/N4HvPjVaa+U7kInixh3DuGxL55poR3yiqoG44/loj+sYbIshFVUZghO1EN8XmCvbmMiZmCqYsD0fqYiOhNFc1deL8XyBX748hTueGMHoXAUAENFkvHlbH951/kDTVVQ6no+5sg0hgO6UgcG2GNpiGgNyWtcqtodXZooYna0goirINOB3YrJg4n/dtxtPHsgCALZ0J/Dxq7diQ0d8VddxuILpoGAFJwps6owjE2uu5zQiIiIian2nLBh//etff8QL/7m5OTz77LNQFAVDQ0Po6enBoUOHMDIyAs/zcO6556KtrQ333XffyX03LY7BOBER0anneD4mC0EgnqvYiKoq0rHWCsRNx8O/PjeBO58cRT4MxPvTEdy4Yxiv29rVsoF4dT5ue1zHUHsMnQmjJb9XIpqXqziYzJsYz1VQsT0kjGA8QrM/p/tC4KE9M7j9iRHsnSoBADRFwhvO6sF7LhhETyrS4BUuZLtBQA4J6E1F0JkwoCoSVFmCIktQZbl2naE5tSohBKYKFvZOlZCtOOhM6Ks+L9sXAj99/iC+/uA+VBwPmiLhdy/egN85b6Chr3kcz8d00YKhydjUEUd/Jgp1DYy7ICIiIqLWs2qt1EdHR3HppZfida97HT7zmc9geHi4dt+BAwfwyU9+Eg8++CB27tyJwcHBk91NS2MwTkREdOo4no+pgoUD1QpxLWir3UrBqel4+MlvDuLOJ0eRrTgAgL50BO+7aAhXnN7dUt9rVX0g3pEIKsQZiBOtPyXLxVTBxFjWRNF0EF0jz/FCCDxxYA63Pz6K307kAQCKLOGK07tw3YWDGGyLNXiFC1muh2zZgS8EhBBQZBmyDChSEJArkgxNlaCrMgxVhqEqYWAuhwG6dMR1dvOgtcB0POyfKWNktgxVlhoyWuBgzsSXf7ELz47lAABn9Sbxsau3Nvx5IldxULJd9KYi2NgZb8icdSIiIiKiqlULxt/3vvdh3759ePjhh4+6zWte8xps2rQJt91228nupqUxGCciIlp51UB8ZK6MuZKDqKYgvQbCkhNhuR5++vxBfOeJUcyVg0C8J2XgfRcN48ozWjsQd3wfnQkdQ20xdDAQJ1r3TMfDTMkOuoKUbWhK0Oa4kfN2l0IIgd+M53H74yN4eiQLAJAAvHZLJ66/cBCbuxINXd/R+ELA8w/7EAK+L+D6IgzQAUkKvkdZkiErQZCuhkG6qkrQFRmGJsNQZKhKUH2uyBI0WYZSV5muyTKDdFpVQghMF23smSoiW7bRETcQ0Va3StzzBe5+bhzffGg/LNeHocp4/yUb8bZz+hpeJT5VsBAzFGzqjKMvHeXrMCIiIiJquBPJWpc1kO2ee+7Bhz70oWNuc9VVV+Ef//Efl7MbIiIioiVxvfkZ4rNhIN6birTUATvb9WuB+GzZBgB0Jw3ccNEQrjqjuyVbWB5eIc5AnIjqRTQFA5koepIGZko2xrMVzBSD58d0VFv1QGupJEnCOQNpnDOQxsuHCrj98RE88sosHtw9jQd3T+OijW24fvsQzuxtrhOoZUmCrEhY6j9rfZBevVyxfZR8txaqC4HgrIDwk6JIdRXpQcW5oSq1qnStLkivVqJrh10nOhmW6+HATBn7Z8uQIaEvHV31MQ2jc2V86d5d+O3BAgDgnIE0/uiqLehLR1d1HfWEEMhWHJiOh4G2KDZ2xpEwlnVIkYiIiIioIZb1KtY0TUxMTBxzm/HxcVQqleXshoiIiOiYXM/HdNHGyFwZsyUbhiK3XCDueD5+9sIh3PH4CGZKQeDTlTRww/YhXHVmd9NXRp4Mxwvm23q+YCBORMelKjJ6UhF0JQzMlW1M5ExMFkzMlmykoxriTRzinN6TxP//ba/CvukS7nhiBDt3T+OxfXN4bN8czh1M4/rtQzh3IL0mZ3mfaJAuxHwVejVQtxwfZcur3SYQJOnVfw1ZlqBKQYv2aqV5EKTPB+pK3X2qItfNSpda8qQyOnEzRQt7p0uYLlpoj+mI6av7nOH5At9/egy3PrIfjicQ1RT8/qUbcc223lUP5+tZrofpooVkRMPZA2n0piLs4kBEREREa9ayWqlfccUVeOyxx3DvvffikksuOeL+X//617j66qvxmte8Bvfdd9+yFtqq2EqdiIjo5NUH4jNFCxFVQSamt1Rw6ng+7vntIdz++CimixYAoDOh4/rtQ3jDWT0tH4h3JQ0MtEXREWcgTkQnRgiBfMXFobyJiXwFFdtD0tCQjKhNHzCPZyv4zhOj+MVLk/D84C37GT1JXL99CBdtbGv69a+mw4N03wc8IeB6ftjiPahar6XoAgtmnSu1ID2oRtdVGbqiQFEkaHJdFXrY3r0aqPO/QetwPD+sEi9B+GjISXj7Z0r4H/fuwu7JIgDgguEM/vDKLehORlZ1HfWEEJgrO7A9DwOZKDZ0xJv6BCMiIiIiWr9Wbcb4zp07cfXVV8PzPFx77bW47LLL0N3djcnJSfzqV7/Cj370I6iqinvvvReXXnrpye6mpTEYJyIiOnGu59fmyc4ULRgtGIi7no97X5zEvzw+gqlCEIi3x4NA/E2vau1A3BcCnQkG4kS0ckqWi8m8ibGciaLpIKapSEW1pn9+mSyY+N6TY/jZC4dgez4AYFNnHNddOIjXntbZ9OtvRkII+AJHzEivvx4E6SLM0iXIkgRFRhikB9XmenVOuqrAUJUFc9HVRarSGaQ3p2w5mCU+VbCQieqrHvy6no/vPDmKf3lsBK4vEDcUfOCyzbj6zO6G/syYjoeZooVMTMemrji6EgarxImIiIioaa1aMA4A9957Lz74wQ/ilVdeCR5QklB9yE2bNuH//J//g6uvvno5u2hpDMaJiIiWzvMFpsMZ4jNFC7qqoK0FA/FfvDSJf3lsBJPVQDym470XDuKabb3QVQbiREQny3SClsCjcxXkKg50RUY6qjX9yUZzJRt3PTOGf33uICqOBwAYyETx3gsH8frTu9gK/BRbLET3fQE3vO6Hx0AkCAgEc9FlGWE1ugxFCmagG6qMiFbf2j2Yla7KR85LZ5B+armej9G5MvbNlOF6weuP1X7dsXuyiC/9YhdemS4BAC7e1I5/f8Vp6EgYq7qOer4QmC0FXXsG24Iq8ai+xDkIREREREQNsqrBOBCccb1z504888wzyOVySKfTePWrX43LLruMb+aOg8E4ERHR8Xm+wEzRClum29AUGZmo1lJBgOcL3BdWiB/MmwCATEzDdWEgbqitd1DS8XzMlWz4mA/EO+OsSCKiU8/xfMwUbYxly5gtOZAQPOc2+3NtwXTwo2cn8INnxlG0XABAd9LAuy8YxBvP6mnJk6fWomrVeTVMd8Mg3atr+w4E3d2FEFBkOQjSpbC1uyRDUyXoYXt3Q1XCAL1uVroiQau7zr+dS5erOHhlqohDBRMpQ0cisrpV4o7n49uPjeA7T4zAF0AyouJDl5+Gy7d2NvQYWsX2MFsOqsQ3h1XiPKZHRERERGvBqgfjdPIYjBMRER1dfSA+XbShyTLaYq0XiP/y5Ul8+7ERTOTCQDyq4T0XDOLNZ/ciojV3SHMy6gPxroSBgbYYOuI6D+oT0arzfYHZso3xbAVTRQuuJ5CJaojpzT1Ht2y7+MlvDuJ7T48hW3YAAG0xDb9z3gDecnYfKzzXGP+wVu7V8Lxale4LASEASQqCdFmSIStBkK6GQbpabe2uyTAUOWjlrgRBu1Y3I72+Mn298XyB8WwZe6dLsBwfXQlj1V9TvnSwgC/e+zJG5ioAgEu3dOLDl29GJqav6jrqeb7ATMkCJGC4LYah9lhLvv4kIiIiotbFYHwNYTBORER0JN8XmC5ZGJurYKpgQW3RQPyBXVP49qMHMB4G4qmIivdcMIi3ntPXkgck5wNxoCuhMxAnoqYhhECu4uBgzsShvImK7SEV1ZAw1KaumLRcDz9/4RDufHIM08Vg/EbSUHHtq/tx7bn9q14JS6ujPkivXq5VpYehuhBAOCQdEgBFkeoq0oPP1bbuhipDqwvS6yvT6yvV17KC6eCV6RLGsyaShopUVFvV/ZuOh1sfOYAfPDMGXwQdKj58+Wm4dEvnqq7jcCXLRbbioCOhY1NnHJ0NbONORERERHSyVj0Yf+ihh3DPPfdgfHwclmUduRNJwi233LLc3bQkBuNERETz6gPx6aIFWZLQFtObfvbrifB8gZ27p/Htxw5gNKwWSkZUvPv8QbztnNas8nM8H7MlGwJBy9/+TJSBOBE1raLlYjJvYjxbQdHyENMVpCJaUweDjufj/pcm8Z0nRmsnW0U1BW87pw/vPK+/odWo1HhCLJyPvtjMdIEgSa/+lMuyBFUKWrRXK80NVYGuVj/XtXWXpaBCvVaRLjXNyYy+LzCRN7F3qoiy5aEraaz668rnx3P44r27ap2BrjyjCx+4bPOqh/P1qlXisgQMt8cx1B7jKAYiIiIiWrNWLRh3XRc33ngjvvvd70IIAUmSUP9w1euSJMHzvJPdTUtjME5ERBQctJwp2RibK2OqRQNxXwg8uHsatz16oNY+M2GoeNf5A3j7uX1N37b3ZDAQJ6K1zHQ8TBUsjGUryFUcGIqMdLS5u5d4fvC35o4nRrBvpgwA0BUZb9rWg3efP4iuJKtB6fgOD9J9H/CEgOv5YYv34HVNLUUXWDDrXAk/dFVCJAzRdUUJ56LXVaWH7d2rgfpKd2coWS5emS5hbK6MmK6u+gkiFdvDNx/ahx89NwEA6Ijr+MMrt+Cije2ruo7DFU0XOdNGV9LA5s4E2uI8cYaIiIiI1rZVC8b/+q//Gp/85Cdx88034yMf+Qi2b9+Oj3/847jhhhvwwAMP4HOf+xze8IY34K//+q+xcePGk91NS2MwTkRE61l1tuvYXAWTBQsygLZ46wXiD+2ZwW2PHsD+2SCkiBsK3nXeAK59dX9LB+IA0JU0MNAWRXuMgTgRrU2O52OmaGN0roy5sg0JEjIxDYbavB0+fCHw2L5Z3P74CF4+VAQAqLKEq87sxnsuGER/JtrgFVIrEULAF1i0Er1+XjokEWbpEmRJgiIjDNKDanO9Oic9DNMXq0Kvv360IN33BQ4VTOydKqFgOuhORlb9teXTI1l8+Re7MFkIuiq+6VU9uPnSTYgbjXvd53o+pksWNEXGxo4YBtpiLfWam4iIiIjWr1ULxs8991wAwLPPPgsAkGUZn/70p/GpT30KAPD8889jx44d+MIXvoAPfehDJ7ublsZgnGj9EELA9nzYbvBhuT4sx4Pt+dCUYK6fHM78k2XMzwAMP+S6mYAMl2itWy+B+MN7g0C8WrUX1xW887wBvOPV/Q09MHqq2K6PuTIDcSJqTZ4vMFuyMZ6tYLpkwfME0lGtqU9wEkLgmdEcbn98BM+N5QAAsgS8bmsXrrtwEBs64g1eIa1Xi4Xofjgr3RPB7HQAkCAgUPceKQzSFUmCpkjQVRlRrb61u4zZcjCWx1AUZGLaileiH0vJcvH1B1/BT184BCDomPPRK7fg/OG2VVvDYvIVBwXLQW8qgk2dCaRjjWvjTkRERES00k4ka13WO/jdu3fjAx/4QO26JElwHKd2fdu2bbj22mvxla98hcE4Ea0LRwu/S7aLouXB8fzwo3qgB5AlCb4QEAK1doS12X6SBEkGFISfZRkKgoNCmipBk2XoahCqq7IMWUbtczVYr4bttZCdwTo1kBBBqDA6V8FUWEHT0WKBuBACj7wyi9sePYC90yUAQExX8I5X9+Od5w0g0aKB+GzZhgQG4kTUuhRZQlfSQGdCR67iYCJXwaG8hbmyg1RERcJQVzWAWwpJknDeUAbnDWXw24k8bn98BI/vn8MvX57CL1+ewms2t+P6C4ewtSfZ6KXSOlN9b7JUnh+E5dUw3fUFHNdHwXRr91XfTgkBdCT0Ve/q8Pi+WfzP+3ZjJuya87Zz+vBvLtmIqN647hKO52OqaCGqKXhVXwr9mWhTj4MgIiIiIjrVlnVkVtd1xGKx2vVEIoHJyckF22zYsAE//OEPl7MbIqKmcjLhtxoG2LoiI66rx2z9V6968Mevm+XnCwHbFTAdwBcufD9oXejjyAYgyuHBujRfea6pQUWFpsgw1PlgXTksSK8P1mVpfnYg0YmoBuJj2Qom80Eg3hbToautc2BOhG1rv/XoAeyZCgLxqFYNxPuRjLReZU59hXh30sBgWxRtDMSJqMVJkoRMTEcmpmOwzcFk3sJEroLxnIm4riAV1SA3WUAOAGf1pfBfrt2GPVNF3PH4CH69ZwYP753Fw3tncf5QBtdvH8LZA+lGL5NoUYosQYEErQknGBRMB1/91Sv4xUvB8bC+dAQfu2prw3+fsmUbJdtFfyaKjZ1xpFrwtSgRERER0YlaVjA+NDSEkZGR2vUzzzwTDzzwAIQQtcDn4YcfRnt7+/JWSUS0ypYafrvefGXCyYbfxyJLEmTl5B/DD+f5VWf+VYN1xxOwHB++qFZYhMG6ACQJtYhdDgN1VVoYrMty0Lqw2gK+evnwqvTq5+osQLkucKf1QQiBubKD0blySwfiT+yfw62PHsDuyWCOa0STce25/fid8waQirbeQcjDW6YPtkXRHtebrlKSiOhUS0Y0JCMa+jNRTBeD9s0TORMRVUY6qjVlZeZpXQn8/95yFkZmy/jOE6O4/+VJPDWSxVMjWbyqL4Xrtw/hguEMn9OJluChPdP437/cg2zZgQTgnef143cv3oBIAxN82/UxXTIR11WcM5hBbyrC919ERERERKFlBeNXXHEF7rrrrloQfsMNN+ATn/gE3v72t+Otb30rdu7ciZ07d+Lmm29eqfUSEa2YY4XfJSuY/b0a4feptJLBejVU93wB1xOwq8G6mL+/+g8lhRekWqU6aqG4XBeW62Gluq4GwXp1G1VeGKzXbmOwvmasl0D8yQNZ3PboAbx0qAAAMFQZbz+3H+86fwDpFg/Eu1MGBjIMxImIACCqKxhqj6EnFcFMKQjIp4oWlLC6vBn//g21x/AnbzwdN148jO8+OYqfv3AIL0zk8ekfPo8tXQlct30Qr9nc0ZTV70SNli3b+IcH9mLn7mkAwFBbFB+7eivO7D32PMNTSQiBbNmB6XoYyMSwsTPekiN8iIiIiIiWQxJCHNl7d4mefPJJ/OM//iP+83/+zxgcHITjOHjPe96DH/3oR7VtduzYgbvvvhsdHR0rsuDF1vDpT38aO3fuhGma2Lx5Mz74wQ/iYx/7WG2bX//61/izP/szPPnkk0ilUrj++uvxmc98BolEYsFjWZaFT33qU/i///f/Ym5uDueeey7+8i//Em984xuP2O9SH/N4TmQgPBGduMPDb9vzYdpLC7+rVdDNHn43s8WCdd9HEKZX5wSGwXr1z1Hw3yGYuS7VKs9RC9Trw/NqtXp1znp9cF7f9n2+ij2cwS6B/01PkeoBubFsBQfzJiCATExb9RmPp5IQAk+PZPGtRw/gxYNBIK6rMt52Th/eff4AMjG9wStceZbrIVt2ADAQJyJaCs8XmClZmMiamCpa8H2BTFRv6Kzh45kpWvj+02P48W8OwnJ9AEF4ft2Fg7h8axdPTCRC8DrwV7um8Q8P7EHedCFLwHsuGMT7Lhpu6AkwluthumgjGVGxuSuOnmSEo22IiIiIaN04kax1WcH40Tz++OPYs2cPNmzYgB07dkCWT82bg5/97Ge49tprcf755+OGG25AIpHAnj174Ps+/uZv/gYA8PTTT+OSSy7BWWedhQ9+8IMYHR3Ff//v/x1XXnklfvzjHy94vBtvvBHf+c538PGPfxxbt27FN77xDTz22GO47777cNlll9W2O5HHPB4G40TLJ6qtwV2P4XeLEXXV6PWz1r1ayL4wWBcQkCDVvlaqtX5HrfpcDm+bbwU/3xK+1gq+vjpdkqAo88F6dd46f14Wqg/EDxVM+L5AW0xvuUD82dEcbn30AH47kQcA6IqMt57Ti3dfMIi2dRCID7bF0BbT+PNPRLRE1b+PE/kKJnMWTNdDOqIjbihN+1yaqzj4wTPjuPvZcZRsDwDQnTSwqTOOTExHW0yrfW6L6WiL6cjEtIa2jiZaDbMlG//7/t145JVZAMDGjhj++OrTsaX7xAokVpIQArMlG44vMNgWwYaOOGI6q8SJiIiIaH1ZtWD8m9/8Jnp6enDNNdec7EOctHw+j9NPPx2vfe1r8Z3vfOeo4ftb3/pWPP3003jxxRdr/xhf/epX8Qd/8Af46U9/ije96U0AgEcffRQXX3wx/vZv/xaf+MQnAACmaeLss89Gd3c3fv3rX5/wYy71+2AwTnR8DL/pZCwarNfPW/cX3g8p+JNYDdcB1IL1aqBeq0ZXJGiyDE2VoMkSdFUJ7ju87Xs1UK+rXG+lYF0IgVzFwXi2gom8WauIa7WD48+NZnHrowfw/HgQiGuKhLec3Yf3XDCI9ngLB+JSEIYwECciWr686WAyb2IiZ6JkuUgYGpIRtWlblZcsF3c/N4G7nh5D3nSPu31UU4KwPK4vCM4zdQF6W0xr2tnrREcjhMC9L07iqzv3omR5UGUJ128fwnsvHITWwJ9l0/EwU7KQienY1BlHd9LgazUiIiIiWpdWLRjXNA0f/ehH8Xd/93cn+xAn7e///u/x7//9v8cLL7yAs846C6VSCdFodEFAns/n0dHRgT/5kz+pVZADgG3b6OjowA033ICvfvWrAIA/+7M/wxe+8AXMzs4u+Ef77Gc/i//0n/4TDhw4gKGhoRN6zKVgME4072TD7/pW2gy/aSUdLVivtYE/rE08gFrVugiuhGH5fLAuyxIUSFDVIFhXFUBTgrn1qiLXzVYPfr7rg/X6NvLN8HOeKzsYy5ZxMG/C9YIK8VYLxH8zlsO3Hj2A58ZyAABVlvDms3vx3gsG0ZEwGry6lWe5HubKNiRJQm8qgv5MlIE4EdEKq9geJgsmxuYqKFgODEVBJqY3baty0/Hw7GgWMyUb2bKDubIdfJQcZCvBZ9vzT+gxUxE1CMrj9cF5tRJ9/nIznzhA68NkwcT/um8PnjwwBwDY0p3AH1+1FRs74w1bky8EZoo2fCEw3B7DcEes5V6DExERERGdiBPJWpfVX6mvrw+ue/wzx0+Fe+65B6lUCmNjY/id3/kdvPzyy4jH4/i93/s9/N3f/R0ikQiee+45uK6L7du3L/haXddx3nnn4amnnqrd9tRTT+H0008/4h9sx44dAIL26UNDQyf0mIuxLAuWZdWu5/P5k/r+idaq5YbfcV1tmlCQWp8kBfPNFUg42WNN84F6XZDuC5i2j7LwFoTuIvyhl4AFwbokB2uQ5flgXQkD9fpW8KosL9r2fbH28MuZOZgrOxjLlXEw17qB+AsTeXzrkf14ZnQ+EH/Ttl5cd+EgOlswEDcdD9lKEIj3paMMxImITqGormBDRxy96QhmijbGshVMFkwosoS2mN7QCtTFRDQFOzZ1HPV+IQQqjoe5Ul1oXnaQrbs8Vw5C9WzZhi+AvOkib7rYP1s+5r4VWUImWld5Hg9bt0erl+fvi2rN256e1h4hBH7y/EF8/cF9qDgeNEXCTTs24F3nDzT0JJay7WKubKM9rmNTZwKdCZ0/90REREREJ2BZwfg73vEO/PznP4dlWTCM1T1IvGvXLriui3e+8534d//u3+Gzn/0s7r//fnz5y19GNpvFbbfdhomJCQBBgH+4vr4+/OpXv6pdn5iYOOp2ADA+Pl7bbqmPuZjPfvaz+K//9b8u8bskWpuOF347XnAbw29aD5QwyD5Z9cG6789Xr7uOQMX2j2gJX78rCUGlejVYl6phuSRDlhG2gZehqWHFuiwv2va9WsXuegLjYSBuewLtLRiIvziRx62PHsDTI1kAQSD+xlf14LoLh9CVbN1AXJaDQHwgE0WGgTgR0aowVAX9mSi6kwZmSzYmciamChYE1tZYEkmSENNVxHQVA23RY27rC4GC6WKudOwAfa5so2C68HyBmZKNmZJ93HUYqryw8jyu10L1tvjCtu7NdvIBNZeDORNfvm8Xng1PkDyzN4mPXb0VQ22xhq3J8wVmihYgA1u6EhjqiMFQ18ZzBBERERFRM1lWMP5Xf/VXeOihh/Dud78bf/M3f4Nt27at1LqOq1gsolwu48Mf/jC+9KUvAQDe/e53w7Zt/MM//AP+4i/+ApVKBQAWDe0jkUjtfgCoVCpH3a56f/3npTzmYj75yU/iT//0T2vX8/k8hoaGjvk1RM3Kdv0F4bfleChaSwu/Ywy/iZZkucF6NTj36oJ1Xwg4HmA6PnzhzgfrEPPV6iEZEmQlCNY9CLhuUCHeqbfWgbiXDxVw6yMHam0yFVnCG87sxvXbh9CdijR4dSuPgTgRUfNQFRndqQg6EwayFQcHcxVM5i3Mli2kIjoSxrLetjcVWZKQjgZzxjfi2K2oHc9HruKEIXo1ND8yQM+WHVQcD5br42DexMG8edx1JAy1rtq8vo37fJCeielIRbSmbXFPK88XAj96dgLffGgfLNeHrsp4/2s24O3n9jf056BkuchWbHQmDGzqjLfkOB8iIiIiotWyrHfY559/PizLwtNPP42f/OQniEQi6O7uPuKgqiRJ2LNnz7IWerhoNDgT/cYbb1xw+0033YR/+Id/wEMPPYRYLDibt751eZVpmrXHqD7e0bar31/181IeczGGYax6dT3RctSH3gy/idYeWZIgK9JJ/8Gvr0gHAF1trQqrXYcK+NajB/D4/iAQlyXg6rN6cP32IfS2aCA+V7ahKAzEiYiajSxLaI/raI/rGGhzMJk3MZEzMZYrI6Fr627etqbI6EwYSxphUrGDE77mykGQvliAXq1Od32BouWiaLkYmTv2ie2yBKSjxwjQYxoyYXv3uM5W7mvZ2FwFX/zFLvx2Ihh3d85AGn901Rb0pY99jOdU8nyB6aIFVZawtTuJofZYy70WJyIiIiJabcsKxn3fh67rGB4eXnC7EOKY11dCf38/nn/+efT09Cy4vbu7GwAwNzeH0047DcB8+/N6ExMT6O/vr13v6+vD2NjYottV91fdbqmPSbRWMPwmoqOpBuutZvdkEbc9egCP7psFEBz4vvKMbtxw0VBDD4CeKvWB+EAmioG2KNJRBuJERM2qWlU90BbFVMHC2FwFE7kKopqKdJRVzIeL6gqievS4f8OFCELxamgehOjzs9Hrq9BzFQe+QLitA6B0zMfWFCkMy4OW7YcH6G0xPQzRNbbAbiKeL3DX02O49ZEDsD0fUU3B71+6Edds623oiSgF00HedNCTimBjRxxtcb1hayEiIiIiaiXLCsb37du3Qss4cRdeeCF+/vOfY2xsDGeccUbt9uos8K6uLpx99tlQVRWPP/44rr/++to2tm3j6aefXnDbeeedh/vuuw/5fB6pVKp2+yOPPFK7H8AJPSZRMzk8/LZdHwXTOW74rSkMv4modeydKuJbjx7AI6/MB+KvPz0IxPszrRuIq4qEwbYo+jMMxImI1pKYrmJDh4redATTRRtjc2VMFkyosoxMTOOs7BMkSRKSEQ3JiIbh9mPPi/Z8EbRyr4bmpbrLdS3es2UbJduD4wlMFixMFo7sLne4mK4smHmeOTxAr6tO50kQp87+mRK+eO8u7JosAgDOH8rgo1duaegYHdfzMVW0YKgyzupLoT8T5e85EREREdEKksQyyrlvvvlmnHPOOfiTP/mTlVzTkjz11FO44IILcNNNN+HWW2+t3X7TTTfhjjvuwP79+9Hf34+3vOUteOaZZ/DSSy8hmUwCAG655RZ84AMfwI9//GO8+c1vBhAE4K95zWvwt3/7t/jEJz4BIGiXfvbZZ6OjowMPP/xwbR9LfcylyOfzSKfTyOVyCwJ5opNxIuE3AGh14beuygy/iahl7Zsu4VuPHsBDe2cABCcAXXF6F264aAiDbcc+ML4W1QfivakIA3Eiohbhej5mSzbGshXMFG0AQXV5RGMFciNZrndEy/ZacF6xMVcXqjve0g/BSABSUa0Wkh8eoNeH6smIyr/zS+R6Pu58chTffmwEri8Q1xV84LLNuPqsI0cDrqZcxUHRctGXjmBjZxzpqNawtRARERERrSUnkrUuq2L8W9/6VkNCcSCYb37zzTfja1/7GlzXxRVXXIH7778fd9xxBz75yU/WWpr/1V/9FV772tfiiiuuwAc/+EGMjo7i85//PN70pjctCLAvvvhiXHfddfjkJz+JyclJbNmyBf/0T/+Effv24ZZbblmw76U+JtGpcLzwO/hYPPxm5TcRrTf7Z0q47dEDeHDPfCD+uq1deN+OIQy1aCA+W7ahsUKciKglqYqM7lQEnQkDc2UbEzkTUwUTs2UL6YiOuLGst/h0kgxVQU9KQc9xKo2FECjb3sIAvRwE57UZ6WF1erZiwxdBWJqrOMBM+ZiPrcrSghbumTA4bzuiKl1HVF+/J1LsmSriS/fuwt7poDX+jo3t+MjrT0PHEmbZnyqO52OqYCFmKNjWH1SJs1MAEREREdGpsayK8W3btuGiiy7CN77xjRVc0tI5joPPfOYz+PrXv47x8XFs2LABf/iHf4iPf/zjC7bbuXMn/uN//I948sknkUwmcf311+Ozn/1srdq7yjRN/Pmf/zn++Z//GXNzczj33HPx3/7bf8M111xzxL6X+pjHw4pxWsxi4XfJclG0XNjuscNvVn4TEQEjs2Xc9tgB7Nw1XXuuvGxLJ9530RA2dMQburZToWJ7mKsEgXhvKoKBTAypKCvHiIhanRACedPFoZyJiXwFFdtDwtCQYvXwmuf5AgXTmQ/LF4TpddXpJRsFyz2hx45ocq1leyaqoS2+cB56pq4avVXaeDuej28/NoLvPDECXwBJQ8UHL9+MK07vatjvihBBu/6y7aIvE8WmzjiSEVaJExERERGdqBPJWpcVjH/+85/H5z73OTz99NMYGBg42YdZ1xiMr1/V8Nt2fViux/CbiGgFjMyV8e1HR/CrXVO158/XntaBGy8axsbO1g3EdUVCTzqCgXQM6RgPqBIRrUcly8VUwcRY1kTRdBDVVKSiGitP1wHH82ut3I8aoJdtzJZsWK5/Qo+dNFRkwuA8Ew0D9PiRVenJSPP+rL10sIAv/mIXRmaDqvtLt3TiQ5dvRltMb9iabNfHVNFEIqJhc2ccPalI0/77ERERERE1u1ULxvft24ePfvSjeO655/Bnf/ZnuOiii9DT07NoWDc8PHyyu2lpDMZbG8NvIqLVMTZXwbcfP4AHXp6CHz6pXrK5AzfuGMKmzkRjF3cKVMI2rLrKQJyIiBYyHQ/TRQujcxXkyjY0RWmpyl9ankqtlbtdF6bPz0CvD9U9f+mHi2QJyER1ZOJ1AXpMR1tcq1WnV2+L6cqqvM+1XA+3PnIAdz09Bl8AmaiGD19xGi7d0nnK9300QgjMlR1YrofBtig2dMQ5AoGIiIiIaJlWLRiXZRmSJEEIccw3NZIkwXVPrLXXesFgfO1bSvhtuyIYbItg9puuyNBqHwy/16N8xcF4roLJvIWorqAzYaArYSBurM5BIqJWMZ6t4F8eG8H9L0/WAvGLN7Xjxh3DOK2rtQPx3nQE/ZkY0lEG4kREdCTH8zFbsjGerWC6aEMCkI5qiGjrd740LZ0vBIqmu6QAPV9xcCIHlnRFrs08z9S1cG+LLwzQMzENhnpyP6/Pj+fwpXt3YTxnAgBef0YX/uCyzUg18HWT6XiYKVpIxzRs6kygO2lAZpU4EREREdGynUjWuqzTUt///vczwKF1YTnhd1RTGX6vU0XTxXiugvFsBRM5E+PZSnjdRPEocwAjmozOhFELyjsTOjqT9dcNRHUezCQ6mDPxL48fwC9enA/EL9rYhpt2bMCW7tYLxMu2i2zZgaHKGO6IMhAnIqLj0hQZPakIuhIGZss2DuZMTBZMzJZsZGIaYjqrVOnoZElCKqohFdWwoePY27qej1zFqYXlhwfo9aF62fZgez4mCxYmC9Zx1xHXlWAWen2AXp2BHp+/nA7HBlRsD998eB/ufnYCAkB7XMcfvn4LdmxqX5l/mJPgC4G5kg3XF9jQGcPGjgTf0xERERERNciyKsZp+Vgx3jxOtO05K78JCGY51oLvMAQfzwaXC+axO2V0xHX0piOo2B6mitZxt6+KG0otJO9MGOhMGuhK6PPXEwZ0la0yqTUdypv4l8dH8IsXJ2vtPbdvaMONO4Zxek+ywatbefWBeG86gr5MlIE4ERGdFCEE8hUXE7kKDuVNVBwPSUNDMqLyfQytGtPxkK04yJZszFXCqvPSkQH6XNmG4y39cFW1I4InRO191Rtf1YObL92ERANblVdsD7NlC5mYjs2dcXQlDf6+ERERERGtsFVrpU7Lx2B8dR0t/C7ZHizHY/hNiyrbLsazJiZyFYyHld8T2eByruIc82vbYzr6MhH0Z6LoS0fQn47WLh/exjJorWdjumhhqmhhumhhumBhKrxtumihbHtLWnM6qgXV5tVK82Q1NA9u64jrUDlnktaQyYKJ2x8fxT2/PVQLxC8YzuCmHRtwRm+LBuIVG4aiMBAnIqIVV7RcTOVNjOVMFE0HMV1FKhJU3BI1AyEESuEImWzJRrYSBuYl57BW7jZyFQf149C7kgb+6MotOH+4rWHr94XATNGGD4HhthiGO2IcY0BEREREdIowGF9DGIyfGrbr1yq9Lddj+E3HVbE9TOSObHk+nqsgWz52+J2JaWHgHUFfGHz3p4PLK90ir2y7mCpYmK4P0AthiF60MVW0YLv+cR9HAtAW09GZ1Be2bk8G4XlXwkAmpvPgKDXcVMHCHU+M4OcvHIIbHvE8byiD390xjDP7Wu/v5uGBeH9bFKkIA3EiIjo1TMfDdNHC6FwFuYoDXZGRjmrQeAIlrSGeL5A3g6C8ZHnY0p1oaAhdtl3MlR10JHRs6oyjI67zGAMRERER0Sm0qsH4Pffcgy984Qt47LHHkM1m4ftHBjKSJMF1l9YieL1hMH5qHJgp48WDeYbftIDpeJjIhZXf2fnW5xNZE7Nl+5hfm45qQdgdht5B1XcQhjfTfEYRtg6sBuXVSvP5AD24zfWP/9SvyBLa49Wqc/2w1u1BgJ6OavxdolNipmjhjidG8dPnD9Z+Xs8dTOOmHcPY1p9u8OpWXi0QVxX0phiIExHR6nI8HzNFG2PZMmZLDiQEJ38aKitciZbK8wWmixZkGRhuj2GoPcbfISIiIiKiVXAiWeuy0pw777wTN9xwA3zfx4YNG3DmmWdCVZsnIKL1yw/P9+hPRxu8ElptluvhYM7EeM4M2p1n59ufz5SOHX4nI+rild+ZaEPn0p0ISZKQimpIRTVs7lp8G18I5CpOrdK8vlV7tXX7bMmC5wtMFSxMFSz89ij70xSpbrZ5GKInjQVV6HFDYXhOSzZTtPCdJ4NAvDpX8pyBIBA/e6C1A/FNHQn0ZiIMxImIaNVpiozedARdSQNzZRvj2QqmihZcz0YmqjXViaBEzahouchVbHQlDWzqTKA9rjd6SUREREREtIhlvbv9i7/4C0SjUdx111246qqrVmpNRETH5Hh+XeV3ffW3iZmihWPVQicMdT74Diu/gwA8ikRkfRzwkyUJbTEdbTEdW3sWn83s+QJzZTsMyutatdfatlvIlh04ngj/W5hH3V9Ekxe2a0/odTPPg+s82EpzJRvfeXIUP/nNQdhe0H1mW38KN+0YxrmDmcYu7hQIWmzaiGgMxImIqHkocnDSY0dcR67i4GDOxKG8ibmyg6imQJUlqIoEVZahKhJknvxI65zr+Zgp2VAVCWf0JDHYHuMoAiIiIiKiJrasJOKll17C7/3e7zEUJ6IV53g+DuZNTNS3PA8rv6cKxw6/47pSa3neF4be/ZkI+tNRpKIMnpaielC0M2HgzKNs44QHgeYrz8NW7XXXC6YL0/ExOlfB6FzlqPuL60qtTfuC1u1h2/aOhM42hC1qrmzju0+O4l9/cxC2GwTiZ/Wl8Ls7hnHuYLrlug2UrKBCPKop2NyZQF8mgiQDcSIiajKSJCET05GJ6Rhsj2EybyJbsWHZArbno2y78HzAq5vMpkhSGJzLCwJ0RW6tv+VEVfmKg6LtoCcZwcbOODIxVokTERERETW7ZQXjHR0diMViK7UWIlpnXM/HobwVVH5X535ng8tTBQvHGoMd1ZQjWp5Xq79TEbXlwrRmpCkyelMR9KYiR93GdDzMhK3ap4oWZupbt4cBesn2go/ZMvbPlo/6WKmIWjfffL7avNq6vSOuQ2V1xpqRqzj47pOjuPu5CVhhIH5GTxI3XTyM84cyLfc7zECciIjWqoShItGVAAD4voDj+3A9Acfz4YSfXU+g4rio2D5M14Pr+TBdAdcT8IWAACAhCNw1WYJSH6CH11vtbz+1LsfzMV20YGgyzupNoT8T5fsQIiIiIqI1YlnB+Hvf+17cc889cF2Xs8WJaFGeLzBZMBeE3uPZoA36obx5zPA7osnoT0fRVw2901H0ZYLLmajGg2drQERTMNAWxUBb9KjblG23Vmk+37Z9Yet2y/WRN13kTRd7p0qLPo4EoC2mozOpL2zdngwD9ISBTExn1VKD5SoOvvfUGO5+bhymEwTip/ckcNOODbhguLUD8dO6EuhNMxAnIqK1S5YlGLIC4xhv/4UQcP2FwXk1PDcdDxXHQ8X24PoCZduDKwQ8T4RfG4z9UWoV5/Nt2xWZrdup8XIVByXbRW8qgk1dcY7CISIiIiJaYyQhxLE6Eh9TqVTCm970JvT29uLv/u7vMDw8vJJrWxfy+TzS6TRyuRxSqVSjl9My9k2X8PKhAvrSRw/jaOV4vsBU0QranWcrGA9bno9nKzhUsOAdI/02VBl96brK77DleX8mirYYw28KDq4WLTeoOi/YteB8qlZ1HtzmHussi5AiS2iP6wvbtde1bO9M6EjzpItTomAGgfiPnp1AxfEAAFu6Erjp4mFs39DWcv/mQSDuIKrJ6M9E0ZeJInGsFIGIiGidcT0frh+0Znfc8LIbhOhlOxjHY4e3u74PzwN8CEgSABG8rlPlI9u28yRIOhUcz8dUwULMULCpM46+dJQ/a0RERERETeJEstYTCsY3b958xG2O42B8fBwAkMlkkE6nj9yJJGHPnj1L3c26wmD81GAwvvI8X2CmaC0IvavV34fy5jFDSV0Jw++60Lva+rw9rrdcIEarzxcCuYpTN998PkAPKtFtzJaO3Z6/Sq3NV9ePaN3eFVajJwy261+qouni+0+P4QfPjNcC8c1dcfzujmFctLG95f4di5aLXMVBVA87XjAQJyIiOmmev7Di3PF8OL6A7XgwXR8Vx4XlVIPzoFK92rodOHLuuSJL0BTOPaelE0IgW3FgOh76M1Fs7IzztR0RERERUZM5kaz1hF7N+75/xAFsVVUXVIovlrMvoyidiFaRLwRminYYeM+3PB/PVnAwb8Lxjv67rCkSetNB4B1Uf8+3P+9I6Gx7SKeULEloi+loi+nY2pNcdBvPF5grH96yvT5AtzFXtuH6AgfzJg7mzaPuz1DlMCgPA/RFWrfH9PV9wKxoufjB02O465lxlO0gEN/UGceNO4bxmk2tHYhv6Y6jN81AnIiIaLmCCnAFEU056jZCBFXnR5t7bjo+Kk7Qut20PbiegFc7RiEgS/Ozzuvbtquce77uWa6H6aKFZETD2QNp9KYikHlSBRERERHRmnZCR2z37dt3ipZBRKtFCIHZkh1WfC+c+30wZ8L2/KN+rSpL6E1HgpnftdbnQRjekTBYeUFNTalVghs48yjbOJ6P2ZIdtm1fGJxXW7fnTReW62MsW8FYtnLU/cV1pdamfUHr9rAKvSOhw1CPfpB3rSpZLn7wzDjuemYMJSsIxDd2xIJAfHNHy50kw0CciIiosSRJgqGe+NzzapBuuR7KtgfLDVq3V+eeu66AJAkIIUGSsKBte33leau9tqH598yO72O4PYaNnfF1f9IrEREREVGr4Ct7ohYkhMBc2VkQeo9nK0H1d86E7R49/FZkCT1JY0Ho3Rde7mL4TS1OU2T0pCLoSUWOuo3lepgp2nUzzutat4fXS7YXfMyWsX+2fNTHSkXUI9q1dyb0sBLdQEdch6rIp+JbXXFl28UPn53A958aQ9FyAQDD7UEg/trTWjQQL9uIGgq2dAdzJuMMxImIiJqSJEnQlCDMPpb6uefzFehBYF5xPFRsD7brw3J9lGy3NvccEJAgBa3bw8Bcq1Wes3X7WmI6HmZKFjJRHWd1pdCdNNg5gIiIiIiohfAILtEaVZ11Np6tYCJrzrc/zwXtz03n6OG3LAE9qbqW57Xq7wi6kxEeuCE6BkNVaieOHE3ZdoNq8wVt24MK9KkwPLdcH3nTRd50sXeqtOjjSADaYjo6wmrz+tbt1bbtbTG9ob+zFdvDj54dx/eeGkMhDMSH2qK4cccwLt3S2XqBuOkiV7ERM1Rs6UkwECciImohqiJDVXDM1u1+NTj3BRzXh+MHVeiuF1Sbm44H0/Fhez48O6hU93wfkCRAoNamvRqgq5x73hT8sErc8wU2dsSxsTN+zJ8DIiIiIiJam1bkSO5DDz2Ee+65B+Pj47As64j7JUnCLbfcshK7IlpXhBDIm24473th6/OJrImK4x31a2UJ6EoaC0Lv6uXupLFmqlCJ1qKYrmK4XcVwe2zR+4UQKFpu2LJ9Ybv2meJ8K3fXF5gt25gt29g1WVz0sWQJaI+HrdqTRt288/nW7emotuIBtel4uPu5CXz3yVHkzSAQH8hE8b6LhvC6rV0td3C3aLrImTZiuoqtPUn0piMMxImIiNYhWZYQkcPA1Fh8GyHEgpbtQZDuw3EFTMdFpW7uuWV7YXguIAEQEJARzDrn3PPVUbZdzJVtZGI6NnfF0ZVglTgRERERUauShBDiZL/YdV3ceOON+O53vwshBCRJQv3DVa9LkgTPO3qAt57l83mk02nkcjmkUqlGL6dl7Jsu4eVDBfSlj17R2UzyFWe+5XmugolscHkiV0HJPvrvjoQw/M5Eg7nfmWgYfgetoI/XKpCImpcQArmKE1SZ17Vpr2/dPlO04C/hr7ham6+uH9G6vSsZBOgJQ13SAUDT8fDj30zgzifHkKs4AIC+dAQ37hjG5S0eiA9kogzEiYiIaMUsCM7r5p9bbtC23Qznnrt+UKHueUHb9qBxO+eeL5fnC8yULEAChttiGGqPsUqciIiIiGgNOpGsdVlHdj//+c/jzjvvxM0334yPfOQj2L59Oz7+8Y/jhhtuwAMPPIDPfe5zeMMb3oC//uu/Xs5uiFpC0XTn253XVX9P5MzaPN6j6UwYdRXf8wF4TyoCXWX4TdSKJElCJqYjE9OxpTux6DaeL5Ath8H5Yq3bCzbmyjZcX+Bg3sTBvHnU/RmqfES79vqW7emohvtemsSdT44iW54PxG/YPoTXn9HdUoF4taI/bzqIGyq2difRl4kgpjMQJyIiopWjKTI0BYji6GGs58/POq+2bLfDueem46Fse3BcAcv1UbZduJx7viQly0W24qAjoWNzZxwdiaOU/xMRERERUUtZ1hHeW2+9FWeffTa++tWv1m7LZDK4+OKLcfHFF+Otb30rduzYgauuugof+tCHlr1YohNy8s0QTlrJchdteT6eq6BgHjv87ojrYeAdBN994eXedASGyrPWiehIiiyhI2Ec80Ce4/mYLc23Z58uLmzdPl2wkDddWK6PsWwFY9nKcffbkzLwvu3DeP0ZXS01loGBOBERETUbRZagyMpx557Xzzq3vYVzz62wdbvj+agsce559Xqr8XyB6aIFRQa2dicw1B7jyeZEREREROvIso707t69Gx/4wAdq1yVJguM4tevbtm3Dtddei6985SsMxmlV+QcnoL/4CjDYC8QTQDwO6CtzBnjZdmttzsezde3Pc2atrfDRtMd09GUWtjzvTwetedmyjYhOBU2R0ZMKxiscjeV6mDmsZXt9u/apooWS5aE7aeD67UO4+szuljpQenggfno4Q5yBOBEREa0FsizBkBUca9pLde55ddZ5/dxzyw0qz03Hg+ML2HbwebG554osQQsrzqtz0NfKPO7qiJyupIHNnQm0xfVGL4mIiIiIiFbZso746rqOWCxWu55IJDA5Oblgmw0bNuCHP/zhcnZDdOJcF8rsFOBWgkHchgEkkkCmDYjFg6BcOfqPf8X2guC7WvkdVoFP5Cq1FsJHk4lpC0Lv/kxwuTcVRVRn+E1HEkKsmYNJ1JoMVQmfq6JH3cZ0PBiq3FI/q4cH4mf0JNHDQJyIiIhakCRJ0FUJOmTgGHnwseaem46HihO0cbddD6595NzzI4PzIFBv5Nxz1/MxXbKgKzLO7E1ioC0GrYVO8iQiIiIioqVb1pHfoaEhjIyM1K6feeaZeOCBBxaEPA8//DDa29uXt0qikyA0HejuAXwfsCwglwOmpwBFASJRmPEUJqQoxm0Z4xUPEzmr1vp8tmwf87HTUQ396UjQ7ry+/TkDFTqKw+cCOp4IZ//NkwDoigxVkaErMnSVs/+oebRSVwshBAqmi4LlIBEG4r1pnrxEREREtJy5544btGyvOB5sJ5x77i+cew5IUKVw1rkihy3bT93c83zFQcFy0ZsysKkzgXRMW/F9EBERERHR2rGsBO+KK67AXXfdVQvCb7jhBnziE5/A29/+drz1rW/Fzp07sXPnTtx8880rtV6iE2J5AgfLPsbLMsbLEYyXNYyXXEyUTczY5jG/NhlR5yu/a63Pg/A7fqwedbQuCRHM6qseHLLdoDVhNfpWlaByQlNkJCM64oaCqK5CV2TIEmC5PkzHQ8F0UbY9VFwXeVPAEwJCCKhyEJZravhZWTstC4maxeGB+Jm9SfSwmwcRERHRCTnZueduWH1ecTyYdvDZ9X2YzpFzz2VZgiYfFqCH15fyPsjxfEwVLUQ1Bdv6k+hLR1tqFBAREREREZ2cE0738vk8IpEIdF3HzTffDM/zMDY2hsHBQfzRH/0R7r//fvzoRz/Cj3/8YwDAjh078LnPfW7FF050NN965ADueHAc+2cNzL40c8xtE6qE/qiEfkOgX/XQZwD9SQ39bXEkujuDtuuxGKDxrHICfDEffFcrJFw/iL4lBOF3EFrLyMR0xHUVhqZAV4Pqb12Rl9SK2veD1oWWE7QstFwfZdtFwXRhuj7ypg3HE2G9RbWqYz4w5wEfooUYiBMRERGtrpOZex4E6UGAboaV5xV74dxzP3z/JQQg1yrPpTA4D9q2lywXZdtFXyaKjZ1xpCJ8P09ERERERAFJCCGOv9k8RVHw6U9/Gn/+539eu+2RRx7BI488go997GMAgMcffxx79uzBhg0bsGPHDsgyQ5qjyefzSKfTyOVySKVSjV5OS/jcj1/E3/9yT+16XJXQF1PQH1PQH5PRH1Nq11P6YT+bQgCWCZgmYFuAJAPRKJBKBx+xeHBdYZjSqqptAavVDLbnwxM+JAASwuBZDQLuuK4gbqgw1IXh96ms5g7m+wVz/SzXg2l7KFguSpYH2/PgeAKeLwARVHJUg3pNlaApckNn+xGttsMD8cG2KANxIiIiojWmNuvcD9q1u74I55z7qDguKk5wu+P78HwBXVWwqTOO3lSEo6mIiIiIiNaBE8laT7hiXIRtfev95Cc/wV/8xV/UgvHt27dj+/btJ/rQRCvibef0IWMWoE2M4IzNfUhpJxBSShIQiQYfAOB5QVA+NQkcHAdULQjG0xkgmQqC8kgk+DpaM9zDqr5rlQcSoEhSrfI7EVUQ1w3EdLUWelcDcK1BVdnV6nAYC28XIpjhZ4WBueXMV5lbro+i6cH25lu7a3L1+5Bqc82JWoUQAnnTRdFykIhoOLM3mCHeSnPSiYiIiNYLVZGhnsDcc1WWeSIkEREREREtioOSqeWcM5hGfDqJ0ayP9OEV4SdKUcJ26vHguuMAZgUYHw2qy3UjuC+TAeKJ4LKuL/t7oOU5fN539QCJQFhJHVZ167IStDw3gvl4hibDUOarv9dSdYEkSYho1Tl/C1sFup5/WGjuoWi5KFpBm/aC5QZV5gjaEerVtuysMqc1Zj4Qd5GIqDirL4WeVISBOBEREVGLW8rccyIiIiIiIgbjRCdC04KPZCpsu24B5RIwNwvIEmBEgvvSmWA2eSzOtuunSHUeXa3qO5xNV62IVhWpVhWdigbzviO6Uqv6NsIKcHkNhd8nSw0rwuPHqDKvtmav2B4KloOKHVSZB7PMg3nm9VXmtcp1oiZwZCCeZCBORERERERERERERAswGCc6WZIUtFGPRILrvh9Uk8/OAJMHAVUN7ku3A8kkEI8HLdpZfbtkvjis6jucJ1f9J6wGtLoqoy2uIK6rMDQlCL3rZn6fqnnfa93CKvOF3HC+uuXMV5oXTAdFK2jJXrRduK4PSBJkSEEFfthiXldZZU6roz4QTzIQJyIiIiIiIiIiIqJjYDBOtFJkeWHbddcNgvKJUWBMALoGRGNAW3vQdj0eD1qxr3P1s+CqAbgnfEgAJATVyaoqI6YriCcNxKvzvuuCb11l5fJKq1aZxw6bDCCECAJztxqaezAdD0XTQ9l2UbJdZMsCvvABzM9rr4bmrDKnlXB4IP6qviS6GYgTERERERERERER0TGcVDD+z//8z3j44Ydr13fv3g0AeOtb37ro9pIk4e677z6ZXRGtXaoKJJLBhxCAYwOVCrDvFUBC0HY9kQAybUGYHo8DSmueq+IeNuvb8QSqTc8VSapVfiejCuK6gVgYfht14bfKQLUpSJIEQ1VgqAoQWXif54twhvl8tXnRclC0XFhuUGXuha3ZZcgLKv41ZW3NdKfGYCBORERERERERERERCfrpFK43bt318Lwej/5yU8W3Z5tjGndk6SgOrxaIe77wXzyXA6YngrmkEeiwWzyZCoIyqPRoAp9DRBCwPUPa3vu+cFkagEoShCC6rKCtriOuBG079ZVGYai1Kq/GYyubYosIaarR1SZA6jNMK/ONK/YLopmMNO8bLvByRLChxASVFmCVtcNQJUl/h1Z53whUDCDjgQJg4E4EREREREREREREZ24Ew7GX3nllVOxDqL1RZaD4DsaDa57LlAxgUMTwPgooOlALBZUkycSQDQ+P8u8QXwh4B5W9e34PoCgAF4Nq381RUYqqiNhBPO+dUWGoYUhpyJDZvi9LlVPfkgedrvni4WhueOjZAcVwZbjoVwJQvOgyjxoy84q8/XDFwL5ioOS7SIV0XBWLwNxIiIiIiIiIiIiIjo5JxyMb9iw4VSsg2h9U9QgAE8kguu2HcwnP7AvuG4YQCwRzCevtl1XV77tenXed30A7voC1WLdauvriK6gQ1cQN9QFc76rl1ndS0ulyBKiuoKofmTQWR+Y266Piu2haLkoW/NV5p4QAARUSYYWhuV62KGAP4dr1+GB+Lb+NLqSBgNxIiIiIiIiIiIiIjpprTnQmGit0/XgA+lgPrllAsUCMDsNyEpQPZ5KBx+xeFBdvsS2655/WNW358P1fUiSBEWSapXfMUNB3DAQD+d918/81jjvm1bB0arMfV/UZphXg/Oi5dZmmedNO6wyB2QJUOX5wJwt+5vbYoF4d8oIZtoTERERERERERERES0Dg3GiZidJwfzxSLXtuhcE5VOTwMFxQNWAaAxIp2vzyR1Nh+MLOJ6AGwbgPgQAQJGkWuV3OqrV5n1XQ+9q1bfK8JualCxLiMhKWD2sLbjP8fywJXsQmJtOUGVesjxUXBd5M6gyF0JAlcPqcpVV5o1WH4inowzEiYiIiIiIiIiIiGjlMRgnWmsUBSIagxeJwvV8uJYDr1CGPzkDIXxANyAl4pDbOqAmE0imU4i3xxDRlKDqW1FgaJzPTK2pOuc+YSz887ZYlXnZdlEwXZhhlbnrC/gCkOoeR1MknihyCvlCIFdxULFdpKM6A3FaHiEAKw+UZ4HCIUB4gCQHH7Iyf1lSFl6XleAkNEjhbeFnSMe5fNjXHO3yEV9DREREREREREREjcBgnKhJCSHg+sG8b9cPL/tB1beEYDazqshQDQ3JZDuimgJNkaC6DhTbhFqZhOZMQzZjUMw01LY2yIkEZCMOSWHoROvL8arMg3nmQWhu2h4KlouyHQToBcuF5wtABL93tTnmanBZZtB1wqqBeNl2kYnq2DwQzBBnIE4nxS4BlTkgPxF8di1AjwYBuPCBsGMKhB+E5xBH+Vz9XZbmv2YxUvX/6sPxagCO8LZFwnBJDr9WCcafyEqwRkjzl6XDLi85qJcP289Sg/q6ryMiIiIiIiIiImpxDMaJGsgPA2/PF2EA7sMVIjzcLkGVJSiqDEOTkdE0RDWlNgO8Gs6pSnjAuyYKIAUAEJ4H3zThTk7BGR+HpKqQozEoHe1QUmkoiTikWIzto2ldq/4+xY2FtwshwrA8rDJ3girzku2iYvsomh5sz6/FZ5ocjCJglfnRMRCnFePaQGUWKE4CpSnALgOqDkTSgGoc/+uX67gh+2GfhQgq2H0BwAHc+vv86oOGj1t3GUv4+yxJwbYLAnksXt2Oaji/SNX7gqr68DrkxavrlxzUL6G6/pgV+URERERERERERCuHwTjRKebVV317QfDth/2aFUmqVX5HDBkxTUNEU2szwDUlrAqXTy5gkxQFSjwOxOMAAOE48CsV2AdGALEfkm5AjsWgdnZASSbDivJVCBSI1gBJkhDRFq8yd6uzzN2g2tx0XBQtF0WrrsrcC4IqWQqC8uqJLLq6/qrMfSGQKzsoOy4yMR2bu9LoTkagqzx5gE6A7wGVbBCEFw8BViEIUiMpINq2ukFqrfq7idSCeH/+eu1yWDkvAKAa6tfd7gNwq9scL+g/zjokaf7xj1tdLy+8//Cq98Or6I9WXS+fSFB/nOr6Y4X+6+y5m4iIiIiIiIio1TAYJ1oBQctzH64PeJ4fzioODgorSlD5rckykhENUV2GrirQq+G3Kq9aO2ZJ06BoGpRUCkIICNuGXy7D3r07uD8ahZJOQ8m0QUnEIScSkFQ+TRAdTg0rwo9WZV4/z7xieyhYDiq2j5LtIVsWCP4XVJlrYVherVxvJdVAvOIGM8RP68mgK2EwEKelEwIwc2Gr9LHgMgSgJ4FU33zASgsD3mZyvOr66uVFq+vtxYP+BdX11cc/yuuo+qC++rUnW11f/brFquulw+fYHytoPyyQV3VAiwHKwpOwiIiIiIiIiIhoZTHxIlqCYN53WPHtB5c9f76FsipLUGUZqiwhHgtanhuaDE0OwrNqCN5MLcslSYJkGLUKceH7EJUK3JlZOBMHISkK5FgUSls7lEwacjwOORaDdJLV60TrwYIq88jC+zxf1FqyV9uzF0wHJStoyV60XbhuWGUOaUFgvtaqzD1fIF9hIE7LYJeA8ixQOBi0THctQI8DiW5A5svXNWVNVNcvUkW/WHV9Nbh3lxr0L7LvI4J6BD/TWhQwkkAkE/ysa9EwLOfPOxERERERERHRSuGRFqJQEH7XtT33gxAcCI7nqmHLc02RkIqqiGoKdFUOb5sPv5vv6O/SSLIMKR6HXG277rpB2/XRUeDAfki6DjmegNreDiUVtl2PRI7zqERUpcgSYrqKmL7wdiFEUGHuBlXmtuejYrsoml5tpnlQZe5DCClox67ItdBclaWmOemGgTgti2sFleGFQ0A5nBuuRVZvbjitH81WXe/Zwc9/eRrIjwe3KRqgRgAjBUQzC8NyWWnocomIiIiIiIiI1ioG47Su+HWBdxCA+/CECKdbBi3PFVWGocnIaBqi1XnfahCIBxXg1RabrU1SVSjJJJRkEgDgWxZEpQJ7757g/kgEciIJtbMDcjwOJZGApLEFKNGJkiQJhqrAUI9eZW6788F50XJQtFxYro+S7cLxgspEGeHzVF1orsir81zl+QK5igOTgTidKM8FzCxQmg6qw+1CEPoZaSDazpnOtD4oevBhJOdvc63gozQZjBGoblc9WSSSBrT6sJzPt0REREREREREx8NgnFqW6wO5sg1XCPi+ACRAkaRa5XfMkBHVNESq4bcyHyopPLh4BNkwAMMAkAnarlsWvFwO7tQkJEWBFI1CTaehtLUF1eTxONuuEy3T0arMAYRhuRe2ZQ+qzEuWh7IVVJo7noAvwipzOTjBp1ppvlJV5tVAvOJ4yMQ0bO3JoJOBOB1PdW54eTYI/KwCgrnhCSDV3zxVvESNpBphp4RUcF2IsLLcBAoTQHakbrtI0II9klpYWc4TS4iIiIiIiIiIFmAwTi1JlSUkDQV6REPMkKGrSljxrUBTg/B7Lc3rbTaSLEOKRiFHowAA4XnwKxU4hybhjI0Bmg45HoPa0QE5kQiqyaPRpmn3TNQKdDUIuZOH3e77ojbD3HJ92K6PouUGVeaOh3KlWmUe9L7QFfmEq8yPDMQT6Eoa4TgJoqOwimGr9HGgPAeKdjMaAAEAAElEQVT4Tjg3vItzw4mOR5LqwvJ0cJsQgGcFYXl+FMh6we2qEYTjkTYgkqyrLI8yLCciIiIiIiKidY1HIakl9aYjSPckofceHhnRqSApCpREAkgkAAC+bUNUKrBeeQXwBaSIASWRgNLRASWZhByPQ9YXKYElomWTZQlRXUFUP3IGbbXK3K5VmXsoWu6CKnNPBK3ZVUkOx0jIYXguwReoBeJtcQbitASuFVSGFw8F85Orc8OjmRWfGy6EgLDsYPSH5QRnfkgyJFkK2kxLEiQl/CzLi99GtJZIUlAtrkbmR3EIf74Ne24/MOcHvwtqBFBjwe9eJBVUlGvR4HaG5URERERERES0TjAYp5bF6uTGkXUd0HUo6XQQVJgmvEIR7vQ0JEmGFItCSaeh1rddV44M8YhoZVWrzA/n+wK2F8wwr1aaFy0XJcuF6frIm3atypwV4nRcnhtUhperc8NL4dzwFBDrWJFdLAjBTRteqQyvUIJv2YDjQIj5rghChLmfJAVt2iXMh+KyBMgSJMiALAGqEowHUeTg75KiQFKVWpAuHRamQw4DdUle9Das0NgCoiWT5PnqcGSC24QfVJW7JjC3L7guSYAabhdtC+aba9Ggi8MKn7RCRERERERERNQsGIwT0SklSdKRbddNE+7kFJzxcUiaBjkShdLRDiWVhpKIQ4rFGCQQrSJZlhCRFUQ0BYC24D7HC6rLLceDJwTaYjoDcTqS7wNWdW74OGDlg0Q6kgJSfcuaG37MENx2ICAAWYasa5CjBqRUfNHqbyFEsE4hwssiuOz78/eZLvz67XwRhIg+gkAdgCQkCKkavAdBOCABShC8S2E4Xl+ZLikyJFUNLtfCdwVQ6raXZUiSDChS8Ll2mxRud9htREslyWGFeAyIhrf5XlBV7pSBymx4BokchOV6FIi2A0YiDNnjgMpOP0RERERERES09jEYJ6JVJSkKlHgciMcBAMJx4FcqsA+MAP4+SEYESiIOpb09aLueSEA2WLlE1ChaOIM8YfAlAy3CKgTV4flxoJIFfBfQY0Ci+6TmhgshIGwHvmkGIXi5Ai9fXDwEj+hHDcEXEwTMQXeSlYqVhQjC9WrAjgWBu4DwPcCthu1ByC786tcAwf9JkASCsP3w6vb6gD2sdA+CdLlW2V6rag8/14fpbCVPRyUrwe+qHpu/zXeDsNwuAuWZMCxXgvEHejwIy/X4fGW5oh398YmIiIiIiIiImhCPchNRQ0maBkXToKRSYVWgFVQDzs4G90fr2q7H45ATiaDqjoiIGsMxgwrT4iGgNA04lbAdc+aEWjAfLQQXtgNh2UHorJxcCL5aJEmqzWdeyZEg9SH74ZXuwhdB2G7btVAetap3AQlScAIBDmslj2pAjvlQXAoq3Re0kq+ramcr+XVGVgFdDULvKt8NWrCbOaA4CUAE26nRoKI82jYflmtxQOFrNCIiIiIiIiJqXjxyQURNQ5IkSJEI5EgEQBAMiEoF7vQMnImDkBQFciwKpa0dSiYNOZ6AHIs2XVBCRNRyqnPDi5NAaRKwikEAFkkB8c7jfvl8CG5BmFYQghdKQQBu20HYq0iQdR2SoUFOxtb1c3vte1dWuLp9kVbytWr3Ba3k66vbw1bysgQIcepbyVeD9fq28dVQnq3kV5+sAnoi+KjynCAsr8wCxYPBz4uiBeG4kQxOktHqKsvllTtphIiIiIiIiIhoORiME1HTkmQZUjwOudp23XWDtuujo8DIgWA+eTwBtb0dSipsux6G6kREtEy+D5jZ+VbpVj643UgC6f6jzg1fEIJbNrxSBV6hOB+CCwHIDMFX26luJR9Ut/uHtZL3j2glPz+7Hai1kgeCKveTbiUvQ1LUha3ka1Xuda3k5fqQfZHbaGkULfgwkvO3eXbQhr00FTxfAICiB10kjBQQawvnnEeDzwzLiYiIiIiIiKgBGIwT0ZohqSqUZBJKMjgQ61sWRKUCe++e4P5IFHIyAbWjA3I8DiWRgKRx/iUR0QmxCkB5FihMBKG45wYtkxeZG35ECF4OQ3CTIfh6UN9KfkWr2w9vJV/XLr7aSl44Tt12fm07SRzWSj5sLr+kVvKKXJvVXmslXw3g61rJ11e1L2gbv9ht66W6XdGDj/qw3LXCsHwSyI8Ft6lG8BHJAJF0EJLrsaA1O58biIiIiIiIiOgUYzBORGuWbBiAYQDIBG3XLQteNgd3cjI4kB2NQm1rg5JOB9Xk8eabT0tE1BScShCCFw4C5Zn5ueGx9iDsQjUEt+FXGILTqXXKWskfNo/9iFby7ilsJV8/s73aSj4M0ZV0EnLEWKHvtIlUQ3CkgutChJXlFaAwDmQP1G0XCeaVR1JhZXlYXb5eTiwgIiIiIiIiolXBYJyIWoIky5CiUcjRKABAeB78chnOxEE4IyOApkOOx6B2dEBJJoOQPBpdP5VcRESH85xwbvhUMDvcKQVzw40kRKwjqMgt2fDNwpEhOGeC0xpTq26X5SZpJR+E6/AFlLYUIpuGoSRiK7SyJiVJdWF5SAjAswDHBHIjwJwX3K5FgrA8UheW67HgNr52IyIiIiIiIqKTxGCciFqSpChBy/Vq23XbhqhUYO3dG8wwjRhQksmg7XoiASUeh6TrDV41EdEpVp0bXpoBihOAmQckCb4UgUAKftmGNz07H4I7DoTnB5XgBkNwonor0Upe+D7c6SzM3a/A2DQMNZ08/he1EkkKwm41Mn+b8MM27CaQ2x+E5ZIUtFtXo8G8ciM5X1muGgzLiYiIiIiIiGhJGIwT0bog6zqg61DS6aAdsGnCyxf+P/b+PEyy9CwPPu/3rLFkRu5Ze3VXdVWWlpZoqRuJRZ9YPGDwZ/xhYwQMYA9GloFBGBmBUAu4vKmlT0KMNIOwLcAWiy0u2wiPjWAYI9uDZIxa6kULre7aq7q23DMjMpazvO87f7wn4pyIjFwiKjMrI/P+XVdWRsQ5ceJkVmZE5LnP8zyI5+db1eb2yAicsbG07bptP+jdJiK6f1qbueH1ZaB8B6o8D11vQGkHMrIhqzXoxgJ0FAFSQ1uA8FxYvscQnGiXCcuCMzUGubSCxsVr8M+egjsx9qB368ESlmmj7ubT27QyQXlUB5ZWACUByzaBupsHChOAVzSXvWJ7VToRERERERERUYLBOBEdOkKI9W3XGw3Ec/OI7tyBcF1YhQLssTHYpRHYQ0WIQoFt14losER1qOV70As3oVZnoSqrkA0NpWzoWDMEJ+qXTtqiQ7Xao6eXFQCzXLStt8FlywPyR+BMjCFeraBx+ToQSzjTE3zfkSWstEK8SUlTWR5VgcUl8z0VjgnL/QKQGwf8YqaynJ2BiIiIiIiIiA47BuN0MK3NA0tXgII0lSPNFo2CB/xpPWHbsItFoFgEAOgogqrXEd58GVDXIfwc7KEi7IkJ2ENDpqLcZyUSEe0vKgyhK2WolXtQC7cgZ29BVVehYwC2D+36EJ4Hy3dhDbvsinFQ7GRIm9xfdLn/+uvZ9fSmjy+63r/z8TPrta3T+fjJY2/6taT3EZs+Zvs+i7b9774PAmrn/wstD2roFNzhhxG7xxB+5TbUhdfDO36UJ6tsxrLN3HEvG5bHJiwPKkB1wYyPsJOw3BsCCuPpvHK3ANjug9t/IiIiIiIiItpzDMbpYIrrwNossJQcvLRdwPYBbxjIDaVBueOjv4mQdJAJ14XturBLJdN2PQggqzXIpSWzvFvbdYdPp0S0d1QYQtfrUPU61FoFcv421PIc9Mo9IKhCWzbEUAnWyFFY/iEKwbWCVb4CUZ/bMFgVm4akW4S0G4SsBymkpZ2hYZm518ICYJnPQqy/LGsQMoBdvgKUr7T+ONNXXeiRM8DxV0NMvxKYmgFGTpkwmDZmOYDnmHbqTSo2LdgbK+bvA2jAcpPK8mEgP5YG5W7BBOlEREREREREdCDxr346uCwXGJoCNAAZATIAqrPA2l0AAnBcwM4BuVLSXjEblhMZQgiIXA5WLgcA0EpB1+uIFxYR3b0HYduwCnnYY+OwR0dgFYdgFfKs8CKiHdMWgtdqkCsrULU69NoKUF+Fri9BIILlWbBGSxC5Y8Bheg5SMayVl2AvPAN74TmIcPVB79G+o7sGsxYA0bpdtwLcbJjbPdjV6+7fPfTVmwbD7ffXHfuzUZisN7j/uu217b/ofp/kctevp8vXr1v70uV7tO7+2/3PURD1WViVG7Aq1yEq12Gt3YCQAcTKRWDlIvDCH5h1nRwweR6YvGCC8qkLJixnR6TNWY4JwP3h9DYZmZnl9UWgctecfOJ47WF5trKcJyQQERERERERHQgMxungEzAhuOMC/pC5TWsTlMchsHo7mUlopcF4biRtwe7mzQE1IgDCsiCKRVjNtutxbNqu37oF3LwB4fuwCkU44+OwS8OmojwJ1YmIttIKwRsNqGrVhOD1OnQQAkpCxyEEQlhyDZaqQzgRMF4A3OLhqnJUEaylv4S98KwJw+Nqa5G281Cls4Cwu4S5Gwez64LSLUNaC3qTYDYbmm4rpE2u6y737/b460LaTYNd2reEBV04Blk4Bnnk68xtWkHUZiFWrgCLF+HEs7BqL0PEDeDel81Hk5sHJmfMx9QF83nkJP/ft2K75qMtLA+BqAFU54HynWQ9L/3bID+aVpW7hcN1AhIRERERERHRAXGIjqASZQiRVogjOSCmZFI9UgNWVgFoc1DR9k07Rn84Cct981mwcoQA4Tiwh4dhD5ufIxUE0PU6wqtXzPJcHlZpGM74OKxiEfbQEITLeZZE1BmC1yBXV6BqtTQEFwLC82E5Fqw8IIIqEC8DUc2ENfkhU+F4WMgA1tKXYc8/A3vxixCy0Vqk3WHIyddBTj4ONfZKntBGg01Y0MVj5uPo1yNYWIYzOgx/QsBeuwksvATMvwQsXjYtwu9+0Xw0uQVTWT51IakuvwCUjjMs34rtmQ+UzHWtTVgeN0wL9pWXTRhuJ5XludG085RXAJw8w3IiIiIiIiKifY5HDYmaLNt8uJnqXhmbA2LBKlBbSNbLVJj4Q+YgmJszAToPOB56lu8Dvg9g1LRdbzQgl1cQz85C2DZEPg9nbAz26CispPKcbdeJDj4dhqYVejMEL6+aELwRQMsYsCwTgnserOIQhC2AoAI0VoHyggm/AMAvAv4R0w3lMIhrsBe/CHv+GVhLX4FQYWuR9kYhpx43YfjIebY6pgNJ2DacqXHECyvQMg//zNfDmfl2s1BJYKUZlF80nxcum5Nn1oXlRdN+PVtZXjqRdCGgroQwJ8Rmxyy1wvI6ULkNrFwHINITZ3NjQG7YfL/dfHIyLb/HRERERERERPuF0FrrB70Th1m5XMbIyAhWV1dRKpUe9O4cGOEXP4PGc/8T7sPnd37jcTKvXEaAis1ttmsqR7xhE1q0zSvnwTAytJRQtRpUvQ7EkQnBigXYIyOwcjkI2wYcF8J1TIjuOIDrmss2Ax+iQaHD0ATg9Xp7CB4E0HEMCAHh52B5HoTvm991c08grJowvLpggnHoJFw5RG17wwrsxedNGL78AoSOW4tUbhJy6gnIycehS2cAYUFFEaK78whv3UV46x6iW/cgqzUIxzHPp+s+2xCum7mcLEuWY7vrZz7DsiAYftEu0lpDLq1AuC5yZ0/DGR/tvqKKTVg+n1SVL1w0leUyXL+uN9QelE9dAIaPMcjtVXNEU9Qw1eXJyU4mVM+beeX+sOlA1RzVxO8xERERERER0Y7pJWtlMP6AMRjfHbsajHfSSCpHQkA2zMExCNPe1skBftJi0U3CcvsQtb2lTbXaKAeBqfpKCA3AtgHHhrBsCMcE5lbOh/A8E6I7DmA7DNGJHrA0BG9A1aqQq9sNwTPiOtAop2G4DAHXP1xzw4MVMy98/hlYKy9BQLUWqcKxVmV4rMYR3r6H8OV7Jgi/fQ/RvQVAqU02vgeESMPyTJiObkF6D4F7e2C/yfrNy4fl5IlDLF4pAxrIPXwSzvTE9k7IUDGwfCMNyudfApYum5M8O/nDHTPLLwDDRxnk9korE5LHgfmspOks5eTM3wX5MdN5qjWzPLf1NomIiIiIiIioKwbjA4TB+O7Y02C8G6VMsNEMzKEA2EmbxWQmoZNLw3LOQqUOWkpoKQEpTbimFHQcm9uyITpg2gc7dhqKO64Jzz13fYjumCAdrssQhahH60PwMlStakJwaX4vhefD8v2NQ/AmGSVjOpaBxrKpNLRdU1F4SOaGi/oC7IVnYM0/A6t8BQLpW1JZOIW6eBUa9SMI5hsmDL91D6q81nVbViEP7+RRuCePwjt5DM5oyTxnRrH5HMfQkcxcziyLYqDtNgkdR+n6mfXSz+b5ed+xrO7V7l2Cd7Su2xDOFoF7W2C/fn1k17dtvrbsMrlWhW6E8B46Ae/YdH/fbxUDS9fSoHzhIrB4BVDdwvJSR2X5DDDEsLxnSqZBedwwfy9YdtJ1qgDkx81rgJeE5dkW7kRERERERES0IQbjA4TB+M5b+Bf/Aksf/zcQng1nfBx2aQjWcBF2aQj2cBH28BDs4fQ2y3P3ZseUTILyIK3QEUlY7hVNhU6zvaKT47xy2jbdEZ4jCdWbwXqzmz9DdKLt01FkWqHXG1D1GuTKahqCNyvBPROAW1uF4K2NSlMRXl8BaotmDjCEqRp0codi8oao3YU9/yzs+S/AWrsBAJCBQGPFRb1xDI3qGIJFjXB2CYi7BM9CwJmegHfiKLyT6Yc9NrLnrcx184SlLgE6ugTpOooyl+P2kL7zc+Y+iDcJ6KM46VSzzzj2JlXyXYL3rtXxm6zXFvp33y5s+0C3t1f1BlSlCvfkMfinju1MtxgZAcvXk6A8acW+dDUdHZTll9KK8qkLJiwvTjMs75WKM2F5YH6fRRKW+8UkLC+kleWH5MQpIiIiIiIiol70krWyTJUOnHh+HnK1klxe2XJ94Xut0NwaHoJdSsNzuxmeJ4G6Vcj1Hw5aNmDlTfjdJGMTlteXgeq8uc12Tbt1r2QOiLXCcs4rp+56aZ++LkRvNBBXqwzR6VBbF4I326E3GutCcHu0YFpkb3/rQLAGBGXzPB+soTU3vDh58EMkrSGqt0yL9NkvIJ6bRX3FRWPFRWNlHMFqHnG1GexGAOZadxU5H96JI/BOHmsF4O7xI7D8/REMCcuC8DzgAe+OlnJ94L5B8I6NAvoN77f5+shW0GcD+lia9RvBg/vGABvMjN9GQN9ZHd9cf6Ptraumz5wYsEvjTax8DrAshC/fBeIY/kMnzf7dD9sFJs+bD/x1c5sM11eWL101z2m3Pm8+mnKjJiCfvJB+Lk4d/Oe5+2E5gOeYk2SbVGyC8qAMrCXPiZZt5pX7Q6YNu1tIA3N7j07yJSIiIiIiIjoAWDH+gLFifOfJlRXU/uyPUX/2f0HkRyArVcjKGlSlCllea12X5SoQd6mA2YxldYTlmRC91AzWk0B9qNj7AUoNU60jA3Mgstky2/EA2zfVOV4xrSpni0XaRaxEp4NIR5Fph16rt4fgQWCqcyFMG3TfN3PBewrBM+I60FgFqosm3JChCcO9ovl9Oci0hp6/iPir/wvRtZcQzjfQWHERrDjQsvvvuzMxCrcVgJvPzsQonx8GhNY6Gf2RhOdR1EPwHqeV8Ruuv71Av2uXgQdNiA1DeDg2nPFRjP+tvwpnYqyvzasoglxahTM1gdyZU3tz4ogMTTjeNrP8mumK0Sk/1h6UT80AhUNwUtBOUzEQ1ZPq8uSEE8sxryv+sDkpwUtOqHULgM3z34mIiIiIiOjwYCv1AcJgfHdsZ8a41hq6EWTC8maAbkJzE56bZapSharVe94Pq5AzYXkrQC92b+1eGoLI+d1bfmqdziqPA0Ar02bd8U04nislrRVz5mAY55XTA7AjIbrvpS2pmy11k4/WdYZk1INWCF6vQ9U6QvA4BjQgPA8il7u/ELxJhiYEry0BjRUTYtge4A0BzsGs6NNaI15cRvjyXcRXXkB4/SrCe6uI1rr/rgrXgXv8SFsA7p08aqpfie6TVsq87mwnoO82f77b+lF7ZfyW8+cj81rYC7s0hOmf/DvwTx/v7+uWEvHiCpzREfhnT8Eu5Le+006LAxOWtyrLm2F5l+9FfjwTlCdzy4uTe7/Pg645oilumL8TAFM97uTMybT50faw/KCflEVERERERESHFoPxAcJgfHdsJxjvlY5jyErNBOadFeitAD0N03s9KArHSYLyNDS3SpmW7tmq9EIOAtJUlseROeho2aaq3CuYg2Fu3oTnbt7MKiTaJ1oheiY4bwvRAUAkIbptmzmxDNFpC20heL1uQvBqOhNcAIC7gyF4k4qBcM3MDa8umEpxIZIw/GDNDVdhhOjOLMJb95KPOwhfvgsdRF3Xd4oWvOOTcM+cg3f6FNyTR+FOT/B3kw687c6fV0GElT/8NKLbsxC+h6kffQsKr31F348pF1ZgDReQO3Madmloh7+qPsQBsHTFBOXzF01Yvny9e1hemDABeTMon7pgbqPeNCvK44bpQgWYE7TcHJAbMR9uNizn8zERERERERENPgbjA4TB+O7YjWC8F1prqFrdhOVt4fla+23J9Z5ncAoBq5BvD9CHCrCLOdhFH3bBgzVcgF0ahj0yCqs0btosOnlzYMz2TdU50T7Xf4huAnIrl4PIJS2xGaIfGDqOWwH4uhA8ikz3Ddcz7dB9f+dC8HQPzKzwxipQW8jMDU9mvg54i2CtNeRKBeGtuwhvmxA8unUP0exC+xzpJkvDL8XwxzW8E0fgnnsUziveCHtkdM/3nWjQqHoDcx/7BBpfvQIIgfHv/+sofdMb+9qW6eCwCst3kTtzGs74yA7v7Q6IG8DilbSqfP4isHJjg7B8sj0on5wBCuN7v8+DrNV5qpGE5ckYqVbnqVHTfSpbWT7gr2FERERERER0+DAYHyAMxnfHgw7Ge6XCyFSbd8xBV82W7pllaq3WPZjYhPAc2EMFWEOFpCJ9GPboGOzxCVij47DHJmBPTMEujcAaHmZISANHa72ujTtD9INBx3EyE7xmgvByGXJtbQ9D8IyoZlqlVxeAoAKoyAQLAzw3XMcxwrvziG7dzVSC34Oq1rqub/sKudEI/miE3GgEb8qDc/ZroI4+ATX6Co7zIOqDlhKL//b/jbU/fxYAUPq2N2Hsb35736838XIZAJA7cwru9ABUXUd1E5YvZCrLV252D8uLU5mgPJlZnu9vPvuhpXXSdaoBRA1AJe+R3FwSlo8BueFMZXmeYTkRERERERHtawzGBwiD8V0QVBD+5dNofOnzAxOM90IrBVWtZyrQswF6NQ3Qk1npOure4nZDQsAqDcMeGTHheakEe3QU1siIuS3zYY2MwPK83flCiXbJfYformsC2FwSxNo2Q/QdsnEIHkJH4d6G4E0yBBploL4ENJZNi1rbM4HBgM0Nl5WqqQJvBeB3Ed2d7z76wxJwJ4rIjcbIFReQGwngj0ZwcgrwxyCnXg859QTUyHl2ICHaAVprrP7x/8DKf/40AKDw+kcx+X/7Hlhef88zslKFDiJ4D52Ad2xq8F6PohqweNkE5fMvmdnlKzcBdPnTtThtgvJWdfmMqYSm7dMq04a9bl4XBEy3KSdnTj7wh5PK8oIJ0YmIiIiIiIj2CQbjA4TB+C748/8X9H/9x1DuJPTkq6BKZ6FKZ6Hz04fu4L3WGjoIu1egJ5fNrPSKafFerff8GKJQaIXndqlkAvTksj062grQ7ZERWMWiCbaIBoTWel14viMhuuuadbJB+qCFFvepGYLrTDv0NASPTHHaXofgTa254ctAdTGZG24lgcD+DwO0lIhmFxHevttqgx7euge5Wum6vsjn4J08Cu/YOHIjDeT928iJi7Bt2VpH5aYgpx6HnHocevjMoXs9Jdora597Hgu//QeAlPDPnsb0T/wg7KFiX9uStTr0Wg3e6ePwThyDsAf89zZshuXNNuwvAau30DUsHzrSXlU+OWPma9P2aZW0YA9MZblWpnLcyZuxIflxwB9KqsqLgMOTZYmIiIiIiOjBYDA+QBiM74L/9H8Hnv/ddTdrpwA1fKYVlKvhs4A3/AB2cP/SUkKu1aBWy5ArKyaoWq1ArtUg1+pQ1QZktQFZqUFW1oA47u0BHMcE5pmK87Yq9NFRWJmQXThsyUuDY9MQPY7TqtxDGKK3heCNhnluqVTWh+CeZ1ra72UI3tpJZcLwRhmozgNhFYBO567u05N6ZK3eCr6b1eDR3TnoqPvzszM1YULw5sd0AZ68BGfhWVgrL0FkAiZVOG7C8MnHoYdO7dvvAdFBU3/pKub/1b+DqjXgTE3gyE/+MNwjk31tSzUCyNUKvONH4J8+AeEesPdWYRVYuGQqypuV5asvd193+GgSlGfmlvv8W6AnSqZV5XFg3tvYTjJWZMjMgG9VlRfMMiIiIiIiIqJdxmB8gDAY3wVaI/xfv4/4uf8Mz69DlK/CWrsBoda3FFe5qbagXA+dBuzBao27Z2RsWgrHAaBiaK2hIgVViyAbArIetUJztVaFXFk14VfZhOy61n1e7WasoaHuAXrnbaOjELkcq9FpYPQXojsQtgVhOxCeC+HtzxB9fQhehlqrQDWC/ROCZ2XnhjfKgJbJAf7CvpobrpVCvLDcFoCHt+5BLq10XV/4HrwTR+CdPAa3GYIfPwIr50PU52EvPANr/hnY5Stt91NDD5k26ZNPQBeP7cFXRkTdhHfnMPerv414cQVWsYDpn/gh5B453de2VBRBLq3CmZpA7swpWP4Br+wN10xY3gzK518Cyre7rzt8vL0F++QMw/JeqdjMiY8DM7tcaVM97uQAvwTkR9vD8gE7uY+IiIiIiIj2PwbjA4TB+O4Iv/gZNJ77n+mMcRVDVG/DKl81H5WrsGp3191PCxt66BTU8NlMC/YjrJLrRgOQkTkAJkNTQQKYA2G2bw6EeUVzUMzJQWsrqUBPP1T2+soKZLncuq3rzNtNCM9rqzZvtXHPXG6F6sPDJkgkGgD7OUTXUkLVG9D1WtcQHNDmsb2kJbq3T8KYOACCClBfAOor5rrj75u54aoRILwzm2mDfhfh7VnoIOy6vj0+Au/kMRN+nzAhuDM13vb/Kap3YS98Afb8s7DWbrTdX5YegWpWhuendvVrI6Lti1crmPu130V44zbgOJj6kb+N4uOP9rUtLSXihWU4Y6Pwz56CXcjv8N7uc0Glo7L8JaB8p/u6peNpZfnUBWDyvKmGpu2ToWm/HjfM3wtCALaXzivPldKgfB93ZSEiIiIiIqLBwGB8gDAY3x3rgvFuohqsyrU0KC9fhYjWz1/VTrGjBfsZtmDfiNZJVXlSWQ4NQJjAycmlB8GSsHyj6nytFFS12mrnrjoC9c7bdKPR234KAWt4uD0sbwbqmRnpVjNc9/37/tYQ7YWtQnShFXTya7lhiO776VxvxzHt3l3XXBYCutFIZoInIXgQQIeR2WZSCb6vQvAmFZtgpLZkZodHNVMR7icn8DwAWmvI5VVT/f1yWgUeLyyZ59NOjgPv+HTSBt0E4e6Jo7CLXQIurSGqL8Oefwb2/DOwamkApCGgRi8kbdJfD/hju/hVEh0iGmYsA7T5HdY6uVGly5q3aZjboQFhm5MKbTd5ck6pIMT8b/571L/0IgBg7G/9VZS+7U19dcnRSkEurMAaLiJ39hTs4UMe9gaV9hbs8y8BlfUnzgIARk6m7dcnk8pyr7/Z74eS1uZk2rhhAnMZm8pxJ2dmlhfGTKV+Kyx/MK/LRERERERENJgYjA8QBuO7Y1vBeCetIRqLaUjOFuw7QykTlssAiCNzUNhKDgB7BVNZ7iZBuZs3B4d7fYhGw1SbJ1XnrfnozduygXql0j1w2oTI5Taei569bXQUVrE4cPOf6XDqFqI3K9A3DNGFZSrBBSCcNEQXrrs/Rxl0nRsO89yzxxVqKooQ3Zlrhd/hrbuIbt+DqnU/sccuDcE9eQzeqaQN+oljcI9MbN7tQmuIytUkDH8WVmMuXSRsqLFXQk4+ATn5GODxPQcdElqngXTr9T8bUDeXA2mInQm125YB5hmx831E87bkOUUIQFjJZwHA2mCZbT7LMPmIzXYs21TXJmG51gpL/+GPUPnvfwEAGH7zGzD+ff97X91vtNamPXvOQ+7MaThjIz1v40BrrCaV5S+lgXnlXvd1R061zyufOG9eX2h7tEqD8jgw3acs2wTlXh7IT5iT19yCOQmBf2sRERERERHRBhiMDxAG47ujr2C8GxVDVG9lWrBf26QF++m2ynK2YN+EkskcwtC0VwQAyzEHgf0hUzHi5NNKc7FzQbOWEqpSaa9AX1mBKpfbWro3w3VE60+M2JRtm2rzkZG2lu4bheoPfL4y0TY0Q3RobVqu7/fntqiahOELZn64ksmB9fyuzw3XWkOW10zw3QrB7yGaXeg+IsKy4B6baoXfXjIP3C5ts5JTK1irl0xV+MIzsILldJHlQo0/asLwia8x3wOiB61rVXXzOjqqqpvLkK6bXd7SLazOLhOZQBrJ+4rkvUUzvG4F1ZZ5TyKs9MOy0xC7GWojE3w318s+DtBxu9Vx/8zzqJYmIIyTitqgCoSVzPskDVgOVj/zRSz/p08DGsi/5gKmfvQtsHL9dbWJl8uAEMidOQl3aqKvbRwajZV0Zvn8RROar812WVEAo6cyleUXgMlzfO7thYrT34M4ML/rzbDcHzZt2L2iObnNK+76azoRERERERENBgbjA4TB+O7YsWC8G7Zg3x1xlKmYas4idNN55X46rxyOj3W9RneB1hq60Ugr0Ldo667W1np+DFEomAC9VDLz0IeHzedSybR7z34ulWAVCvs/lCR6EOJG0ip90YQYcQg4npkLazu78pBaSkT35ttbod++B1Wpdl3fKhZawbd38qipCD86BeH2uH8qhrXyoqkMX3gOIiqn+2T7kBNfAzn5ONT4ax5Ym3gaMOuqqjPtv9dVVXdpFd62LBv6dv6ZodGqnm4G1J1V1c3XuGxVtZUE1sIx7ZctC4ANWJ2hdCZ07nZ53W2Z2/fgfUVPmtW0HWF59bkvY+F3PgUdS3gnpzH9998CZ2LMnFzY4/sDWV6DDmN4D5+Ad2ya7y96UV9Jqsovpp+rc11WFMDo6Y7K8nMm2KXtkVHyu9Awr+1AMq/cB3IjQH4UcIumWt/JJ88PREREREREdJgwGB8gDMZ3x64G4520hmgstIJyUb62SQv2aajSmbQF+/BpwGLFcFca6bxyGSTVZUiryP3mvHLfHFy0H/w8Yx1FkJVKWoHe2cY9G6iXy0Ac9/4gtt0Kyu3h4dasdGt4eMNQnTPS6cBSsakIry2nc8NtJzk4vrOBsFyrIbyVzgGPbt9DeHcOiOX6lYWAMz0B71RSAX7CzAS3R4f7D55kBGv5KyYMX3weIq61FmmnCDnxGOTU41Bjr2a72YNgo6rq5tv2blXVrWWbVVVnHwDty7IBcdeq6my4nK2qzgbXnQF09rbs9ju2h24BNsOtdbQCZIDgxa9i9kP/T6jKGuyxEo687XvgTY3AzCsX5qRCJzm5cIvnHFmtQ9fq5vnqxDEIm9/3vtWXM0H5S+ZzdWH9esIyYfnkhczM8nM8kakX2aryZvep5t8EuTEgN5wJy3Ps4kVERERERHTAMRgfIAzGd8eeBuPddLZgL1+FVV8/n7DVgj0JylXpDFuwb0brZFZ5Epg3K88c38wp90fMAbHmzHJrd6pEd4LWGqpaNYF5uQxZqZjP5bJp9V4ut99eqUDX6309lsjlWsH5tirTh4b6mltKtCe0MpXhjVWgtpDMDRfJ3PDCfRd9aqUQzS0mbdDTIFyulLuuL3J+Jvw2Abh7YhqWtwMn68QN2EtfgjX/LOylL0LIIN1PtwQ5+XoTho9e2NfPdwdC16A6U1XdPHmrp6rqps7q6mxVdbb9d0dVdbbSWtimSrKtqjrb/jsbSncLn7vdvlGATftBdO8eZp96CvGdOxD5PKb/4U8g/4oz7W3Y4xDm580yHTTs5KOjolY1AsjVCrwTR+GfPg7h8Plkx9QWzZzy+YvpzPLaRmH5Q+sryx2e3Lgtzb8RogYQ183oEiHM3wNuwbRg94fTFuz8vhIRERERER0oDMYHCIPx3fHAg/FuomrSgv0aW7DvJCXTFuzNsFw45oCXV0zmlefSsFwMbuCrwhCqUmkF5xuG6M3bK5X+qtKFgFUsrgvON2rvbg8PQ+TzbMFKu0ibADyoANV581kr0zL1PuaGq3oD4e17ba3Qoztz0NH6jh8A4EyOwTt5LGmDboJwZ2JsZ3/2oxrsxefNzPDlr7R1H1H+OFQzDB85z4rahFYKOoqTjwgII0BG0FpCoBlKoxVe664hNgAIcz3z35lG1klY3WzD3QwWs1XVVjZEtiGaQXWrmjqprLYyIbOV3L95PytTPW2Z28S6SuxMNXZrPzp+BlvtyNPbxSbLNrtf9nrXn/UetsfXiZ0lKxXM/Z//J4IXXwRsG5M//uMY+uZvBqAzFbUNIKyZ583myYVamZ+jTFiuYgm5vAp3ehL+mZM7c3IPdVdbTOaVJ0H5/EtAfWn9esICxs6kQfnUDDD+CEPd7WqOI4iS3wOtkr8RcmZEU37c/K3QPLGO3VaIiIiIiIgGFoPxAcJgfHfsy2C807oW7FdhVW5A6PVBpmnBbirK2YJ9G2ScBOWBabUMmO+X45mTDPwhUzGyh/PKHwStNXS93h6cVyqmlXvmcjNEV+VyX3PSAQCOkwbmXarRu4bpLn+GaQtxA2iUTYgQrJrfaTdn2qP2MDdca414YTmp/r5rqsFv30O8sNx1feG6cE8caVWAm4rwI7Dyu9TmNizDXngO9sIzsJa/CqHT9uwqNw059Tjk1OPQw2cOdUcRrXUr/NZhDB3HEEkxLCzAEhEsV8Aq5mEVSoCdqZaGnYbQlp1+FpkW4EnVtAbaq6uzc68zt+m2WdpmHa1h1m1WirfN6NbJ1WzL847l2dsAU/XYvEvrLXumEj37Nl63X+j6Fj/72Fvdp2PZ+vtstqzj9q7LOm4WyRUh0PEgXV6lRXKyQmbVzpWS/weBdHvrviXbCPXXhfnZ69s4ISFdtPFJB1ah0HeVtgpDLH70o6j+z/8JABj53u/F6Fve0uUkhGZYngTmUd2MomjeBg0dK8SrNThTU8idPwurONTXPlEfqgvtQfnCS6Y1eydhA+MPZ9qwXwAmzu6LkUIDQcVpC/aoAUCbvxHcvDmZNj9mQvJmWN7niXdERERERES0txiMDxAG47tjIILxbvpuwX4WOj99qAOTTWmY+YMyMIG5igGIpFLKN/PKvYKpPm2F5YeTlhJqba1rK/eNKtN1EGy94S5EPt+9pXtHq/fmZatYNBWYdLC15oYvAfUVIK6ZNuHbbH2qwhDR7dlWC/Tw1l2Et2ehG91/Tu2xkgm/W63Qj8KZntj9n7Vg2cwLX3gW1spLSWVz8jUUTqRhePHkoXtu11oDsYSKIhOEh5EJOIUAHAeW60LkHNieBcuOIRwLVmEIYmgMonTUPKf7w0n1n1jXNvog0usC727BdPttuvP2ze6vuwXL23/MdX9ubGf/thXEb/aYW9wnuay7nMTQ9v3c7ASH1rKO5V3u03rozhMclIJcXYU9MQnL7+/9h1YKK5/4BFb/4A8AAMVv+iZM/tiPbeMENJ2Mp0mCwrgOXVuBnJ2FlXeQe/go7KGCee51/H0/puZA0dp0SFm42B6YN1bWrytsYPysqSifbFaWMyzfNhmlJ4s055XbnjkRLzcK5EbMexA3n4xsOVyvyURERERERIOAwfgAYTC+OwY2GO+m1YL9alpdHq2v6tVOsVVR3mzDDpeVPhvSOm2/LoPkQLVID/zmSubgl5O0YGd7xQ2pINh4Tnq3tu+VSqsKsieWBWtoqHuIPjwMe2RkXcW68H227h0E2bnh1XkgqgFbzA3XWkOulNPwOwnC47nFLmWhABwb3rHppA36sdZccHuosOtfXpOozydh+DOwylfalqmhhyCnnoCcej104die7dODpqWEDk0ArsIIUBqAhnAcCM+B5fuwh4qwfA/CVrBEDGEpCMcGvCGgMGEq/HIlc52/7zRgdBQhuHoN4c2b5nWtWOx7W5X/+l+x+Ou/DiiF3KOPYupnfxZ2H9vTcYD47i1YrkDu9BE4eW3asccN05VHiPawnO+R9kYzLG9WlDcD88bq+nUtx4TjzaB86oJpy87/q621/kZIWrDLCIBIxzLlmq85xeRvBZ+vPURERERERA8Yg/EBwmB8dxyoYLxTvy3YS2ehh9iCfVNKJfPKAyCOAGjTMtf2TUDnl9KDYqya6ptWCqpWa2/lvkWYrmu1vh5LeN76uegbVKY3Q/V+29lSr3QyN7xsWsg2KgBUWpGVqfLVUYzw7pyZAX7rHsLbJghX1XrXLVvDxfY26CePwT06CWHvfUtUUb2ThuFrN9uWydI5qKnHIScfh85P7vm+7SUtZdsccB1L8xRr2xCeA+F7sIeKsPM5CM+D8F1YjoDQARDWASXNPHl/GChOmwq+VlU40WDTSiG8eRPh1asQfg72yEjf26o99xzmP/Qh6EYD7smTOPKe98CZmuprW/HiImAJ5GZm4E6MmpOWoroJyevLQLhmgsNWJx6G5XtOa2Btdn1leVBev67lmrbrzZnlkxeA8TN8P7sdWqVjCOKGeU0Sluk25RaAQnZeedF0pSIiIiIiIqI9w2B8gDAY3x0HOhjvRsUQay/DqjRbsF9jC/adoqQ5ECZDUzGitTnYa3vmAFiulLRgTw4Ei4PfsvdB0FEEuba2cWV6x+2yXAbi9SeLbIdVLG4vRE9utwoFVqX3onNuuAzN708yN1yW19oqwMNb9xDdm+/eZcCy4B6dTNqgH0uqwY/CGRne+6+rSWuItZuwF56BPf8MrNrddBEsqNELpk365OsAf+zB7ecu0Uql4XcUA5GEhoawbAjXgfBc2MWCmQPueyYE91xYnmuCh6huTpiQYdpCvzhlqsL9YbaxpQNLa4343j00Ll0GlII9MdH3a0tw7Rrm3vc+yKUl2KOjmH73u+E/8khf25IrK9BxBO/cOXgnTrTvUxymYXmUhOVBJiwXMO+XmmNq2Np7b2gNrN3rmFl+0XRm6WS7wPgjSVDerCx/mGH5djT/Rojr5rPWpq29m0s6moxnWrCb9zhERERERES0OxiMDxAG47vj0AXj3bAF++6RcXtYLixzsKs5r9wvplXljo+ufaBpV2mtoRuNbYXoqlIx1yuV7i24t2LbrWrzDcP0jlC93zmyA0tGpnqtvmw+4jq0thGt1BHeXUwD8Ft3Icvrn6cAwCrkW8F3qwr82BSsLWfo7gGtIMrX0jC8MZ8uEjbU2Kshp14POfE6wHuAof0O0lqnAXhoKsGFBmABcE3QbRVysItFCN+D5bsQvgfhuh3BWmACtbCWtGfOm2rwoSkThHvDDBPoUImXlhBcvAhZrcKZmoaw+jvhLl5cxOxTTyG6cQPC9zH1jneg8MQTfW1LVirQtSq8M2fhPXR68+4bMmqvLG+smEC21ZIaJoxtvkdyDtnr4YOiNVC5mwnKk1bsYXX9urYLTJxL2rAngfnYQwzLt0PFybzyhulApbSpHndy5m+E/Gjagr2jOw4RERERERH1j8H4AGEwvjsYjHehNURjPgnJr7EF+07SSELy0IQ8SmbmbyYHwpozCN08K6b2KS0lVLXaHpo3Q/Rs2/fMct1o9PVYwvfXBeYbheh2qQRraOiBtAG/L1qaysHGCuT8ywhvvIzo7gLC2WWEtxcQ3p3rXtUvBJyp8ST8TivB7bGR/VWZrxWslYtJGP4sRLicLrI8qPFHTWX4xNcAzt7NMd9pWmsgllBJBbhO5oALSwCOA8s1AbhVLMDKmQpwUwnudg/0lEyC8KoJEJrdN4pHgHzSHt3N7/0XSrSPyEoFwcWLiJeWTDje54gPVath7pd/GY0vfQmwLIz/vb+H0nd8R3/bqtchV5bhnX4I/tkzEL2clCTjTGV5FaivJGF5cpIhkITlzTbsHjtD7AWtgcodE5DPX0zC8ovm/6iT7QMTj2TasJ9nZfl2ydAE5dmTQ5o/67lR89rXDMrdPH/2iYiIiIiI+sBgfIAwGN8dDMa3aV0L9quw6rPrVtPCgR46xRbsvdA6mVUemg9omPmbOdNi0R9JWismB4Ah0u+nEJnr/B7vZyoM189Iz1akd6lM76vFuxCmxXtnYJ587lapLvL5PQ+StZKIX76G8MpLCK9cQnjzNsK785Ar3avAhe8lbdCPJtXgx+CdOALL36cnj6gY1sqLsOe/AHvhOYgobUur7RzkxNdATj0ONf4aEyIMGB3HrTngqhmAQwOOA+E5sHwf9nARVi5n2p83W6HbW1S8xQ0ThEcN87zmFoDChGkz26wKZ9UcURvVaCC4fAXx3Tuwxif67jSi4xiLH/sY1v7bfwMAlP7G38DYD/1QX5XoKgggFxfgHj8B//y5++t+0haW14DGqvlohuVaA46bduBhWL43tALKdzJV5RdNlXlUW7+u7SVt2GdMYD45Y8JyzpffnNbJybR187rYdkJtPn1tbIXluQe9x0RERERERPseg/EBwmB8d4Rf/Awaz34W7kPneLC9V2zBvnuUNJUizcAcGhBOcgAxc7C3a0COZH55cl1Y6TxzYQGwktuby0TmNqAtaG8dWM4E761lm63bbZ+6hfjd7r/RuoeL1hq6Vmufh75RiJ58VmvdQ+UtOU4amHepQu8WsPdSAajqdYQ3bpiPa1cQXbuG8NZt6CDsvjsToyb4PpkG4c7EWN9tgveMDGEt/6UJwxe/CBGn4YB2ipCTj0FOPg419uqBCQO0lK3qbx3H0LFMno6SOeC+B3uoCDufM+3PmyH4dqtWVWyC8LBmOgc4OXOQvzgN5ErmMtsnE21JRxGCq9cQ3rxpnquLxf62ozVWP/lJrHziEwCAwtd9HSbf/va+gm0dRYgX5uFMTSM3cx5WYQc7YjQ7SnQLy+PArGM7mcpyn2H5XtAKWL3dHpQvXOpeWW65wMTZNCifnAHGz7Bb0la0MieRxUEallu2Ccq9PJAfB/whE5R7xYF5v0FERERERLRXGIwPEAbjuyP88l+g8cX/BXe0AEAlM6BzZsab7R3WTK4/2RbszTbsG7Vgz08nQTlbsG+bjE2IBADQ6Yxrrc11ND/pzAfQNgu7dVmn92stbt6nnx96kT4eOgPy5J+2QB2Z0Lsj/F4XpDfvv1HYnw32k3Ws5ja3Gfj3G/avu22TwH8Pwn4tJdTaWls1ere27tmKdR12D6e3IvL57q3cSyXYQ0OQKysIr19HeOMG4nv3um/DdeAeP9IWgLsnjsIuDFB77LgOe+nLsOa/AHvxyxAqaC3SbsnMC598HGr0wr5uI6uVyswBj4BYQUNDWEkA7rmwiwVYxXyr+tvyPQi3x69J67RFchwAwjYH7guTQGHMjJPwigywiPqglUL48ssIr1yF8H3YIyN9b2vtz/4MC7/2a0Acw5+ZwfS73tXX9rSUiOfnYI+OITdzHvZu/g2jZPL80gzLy2ZueTNEBJIAMTOzXOzzE64OgrbK8ktJWH4RCLuczGc5wPhZ0359csbMLh8/wxOktqJk8nOe/KwrlZwYkjcnmOXHAK+QhuXWgI3cISIiIiIi2kEMxgcIg/HdEd64gcZXX4A7OWLa1AVVIKyks920Nmfa2545KGPv32BjX+qnBXvShp0t2AdUM5zXXcL5bDCPLsH8uhB/G4F/z2H/Zj9T3V7mmvfPht7Nz/2E/Z33zQT8O1nd37lvG6yrggBqrQpZWYOqrJkAfc3MT5eVNahyJZ2dXqlAVdbMAdce2aUivONT8E4dh3vqJLxTR+FOTwzePHQAiKqwF5+HPf8MrKWvtJ38o/wJqGYYPnJu34UuWutMAG5aoQutzckkrgvLc2EV8rCLBQjfg+W7phLcdftvty9DUxEe1UxA4hZMAD40ZT77w6xoI9ohWmvEs7NoXLoESAV7YqLv393GX/4l5j7wAahqFc7RozjynvfAPXas931SCvH8PKxCHrkLF+CMj/e1P31RKmlDXTfdKYJKe1iuFGBnw/LcvnvePpBaM8svpkH5wkXz/9NJ2CYcb1aVT82YtuwMyzenYvNzHzeSkQMwr7VODsiNAPlRwC0m45oK7JxGRERERESHBoPxAcJgfHeEN26gceky3KNH0xu1Mi2so0YSlleAYM0cVGhW7NpuEpR7POu+V9EarMr1NCgvX4WI2YKd9rHNwv62y1sE/j2H/R2P2xb43+8XtM2wH2gL/LUCVCOAWqtB1upQa3XIas18rtXN7dU6rHwO3tExeMcn4J0+BXtscrAPuoZl2AvPmjB85UUILVuLVH4acvJxyKknoIcf3hcn9Git2+aA69Cc6CWEABwHluvCKuRgDRXaK8A99/5b1mtlQvCwZkZB2K6pUCtOmao1f9hUrhHRromXlhBcvAS5VoEzfaTv3+vw1i3MPfUU4rk5WMPDmH7Xu5B7xSt63o7WGnJxEcKx4Z+fgXtkuq/92RHZsDyqAY0K0FhOK261NmGsm4Tlts/3+ntBa6Byrz0on38JCMrr1xUWMHYmrSyfugBMPGJCX9pYc9RA8wRwID0hJD8O5IZNWO4VkpNEHvz7GSIiIiIiop3GYHyAMBjfHV2D8W5UnB4wixpmjmFUT1ozSgCWab/ueJxj2Ku+WrCfTVqwn2ILdqJ+7UR1f/a+2W1CmFmXgxwmNJbSMHz1IkTm61TFE2kYXjzxQJ/zswG4CiNAabOvrgPhOrB8H/ZwEVYuB+G7sDwThAt7B09UiANTjRnVzXW3CORHTBjuD5uPQf5ZIBpAcm0NwcWLiBcX4UxOQbj9vV+SKyuYff/7EV6+DLgupt7+dhS/4Rv63paOI/jnzsM9cbz/ThQ7rTXmIQnLgwpQXzEBeisst9IQ0WFYvie0BqpzSWX5S0lYftFU/XcSFjB62rRfn0qqyyceMdXQ1J3WmZPBk3nlAqYFu1tIT2Zz8+YEN1bpExERERHRAcBgfIAwGN8d2w7Gu5FRUnHSSA6ildPWjFoncwyTShPb3a2xwgdTswV7+Wrahp0t2Ilol4n6HOz5Z0wYXrnatkwNP5yE4Y9DF/p4zbhPWspW9beOImipAA0IxzaV3p4Le6gIO58z7c99D5bnQji7MAKk2aI1XAOkNK913hAwfCRtj+6yco/oQVONBoLLVxDduQ17YhKW31+wpRoNzH/kI6h//vMAgLEf/mGU/sbf6CvYlpUKdK0K78xZeA8/dP9dKnaL1skJsc2wfA2oL6ftqbUy7zfbwnKOXNp1WgPV+UxVeRKa15e7rCySsHwmE5afZ9eSzWiVngie7aDg5AC/aCrLvWIalnMUChERERERDRgG4wOEwfjuuK9gfB2dtqeLG+YAWlAxZ+I329VZTtqCnfPKe7PtFuxDpgV76SzU8JmBbcGulTKVoLEEYmkuK22qPC0r89k2B5Vta/8eXCbax0T1dhqGV19u3a4hoEbOmXnhU6+Hzk3uyf5opTJzwCMgVtDQEJYN4TomAC8WYBXz7W3Q3V18TWkGRGHVHCy3LFMVXpzMtEcfGux2+UQHlI4iBNeuIbxxE3apBKtY7G87UmLpt34LlT/6IwDA8Ld/O8Z/9Ech7N4rp1WtBrm6Cu/0afhnz/Rdzb7ndPJeP6qZgLw5szxshuVxprI8CcwZlu+N6kLafn3hkrlcW+iyogBGTpr2681W7JPnzWsYddfqnJZUl0Objl1ODsiV0nnlXiGZV85uCkREREREtH8xGB8gDMZ3x84G4100z7pvVpwEFRMsxIE5eAaRtl+3XR5I6MWAt2DXSkHLZugt0xBcA9DKHGh2HAjHgnBd2Pk84NhptWgUQysJSG22oxSglOlsLYQ5eGsLsx0G6UQprSHWbpowfOEZWLW76SJYUKMXIKeegJx8HeCP7uJu6EwAblqhC60BSwCuC8tzYRXysIcKSfjtmkpw192b9sMqNhXhYc08v7jJAfDidFoV7ni7vx9EdN+0UghffhnhlasQvg97ZKTvbZU/9SksffzjgNbIv/71mHrHO2Dl8z1vRwUB5OICvBMn4J0/D8sb4OeTZveoqG7e5zeWgaCWtKeO08pyN8ewfC/VFjNV5clHdb77uiMnk5B8Jg3L/eG93d9BIqP0b9w4BKDN37NuDsiNALlRE5J7BdOanX9zEBERERHRPsFgfIAwGN8dux6Md9M86z5qhuWrmXZ1KlNp4pnKcrYF376eWrCfToLyM7vSgl1rDchm6J0JvlXS/lgIwLVNUO26sPI+rJyfzP817Y+b1aHdqrFa25dJwN58LKlal1VScbppkA4AYJBOB5xW5vmgGYY30ioyLRyosVdBTj1uwvAd7jChtTa//2GcfI5MOC8E4DiwXBdWIQdrqADL9yE8N6kEd/f2d06rNNSJQxPc+EWgkFSF50rmIDdfk4gGVnTvHoLLl6GjGPbkZN8n2VQ/9zksfOQj0GEI78wZTL/73XDGx3vejo4ixAvzcKankTt/HlbhALW4bqssT8LysJrOcgbaK8vZknpv1Jfbg/KFi8Da+r8VAACl4x1h+Yx5LaT1tAZkmIblMjlR2fFN2/Vc8j6i2YbdyfH9BBERERERPRAMxgcIg/Hd8UCC8W5kmM4sjGpAY9W0YI9Ds9yyk/brnFfes2gNVvkarMq1Hlqwm8B8q4BMdwTfkBI6khAQgNCAbZuA27Ehcj6sfC5peexCuEkg7rqAY+96BSiDdDp0lIS1ejGpDH8WIlxpLdKWBzX+GhOGT7wWcHYmjNGxqfxWofkdgtIQ0IDrmN9334M9XISVy0H4bnIijGd+fx6EZnAT1sx1t2AqvYqTyQHsYY79IDpg4uVlBBcvQq2twZ6c6qsVOgAEFy9i9v3vhyqXYU9O4siTT8I7fbrn7WgpEc/PwR4dQ+7CDOzhA1ylG4dpWB7VTEgbrGUqy2He7zdnltsDXEU/SOorwOKldF75wkWgcq/7usNHk5D8QjK3/Lypjqb1mmNY4gCI6+aEEGGZCnI3DxQmTFDuFUwrdnahISIiIiKiPcBgfIAwGN8d+yYYXyczr7xZaRKWzQE1lcwrt90kLOe88p50tmAvX4VYu9m9BXtuGmroYcjiQ5C505DuEWgtknbnSNqd2xCODcvzkqrvHIRnQjDhOOay4wxcSLxlkC6lCf96DdIty5wwwCCddoOKYS2/AHvhWROGR+lJMNrOQU48Bjn1ONT4o+ZEoz5pKc3PfPPnP5YAhDkJxnNh+T6sYh52Pmfan/vJHPA+A6gdo2QSytTM64njm4PSxWkzI9QfNgeriehAk2trCC5dQrywAGdyqu8Z39HsLGbf+17Ed+5AFAqYfuc7kX/ta3vejlbKhOPFIfgXZuCMjfW1PwNJRu1t2OsrZoxF3DDLAPOevxmWO/2/dlEPGqvprPJmO/bKne7rDh1JK8qnks/5Q/Qz3Asl06A8DpJuaY5pwe4NAYXxtAW7W+TfuEREREREtOMYjA8QBuO7Y/8G411ombZgjxtmXnmwZirLtYKZV+4mVeUeZ7ltg9bazPiOGhDlG7Aq12GtXYNdvwk7XFi/vnCgSw9DT8wAk68Apl8JMXbqwVZ87hN7FqQnYTqDdGqRIaylr8BeeAb2wvMQst5apJ0hyMkkDB97FWD1Fv5opTJzwCMgVtBaJyMQzKgDe7gAK59P2p8nAbi7jw7kxg0TtkQN07bULZgD9sVJE4R7w3y9IDqEVKOB4PIVRHduw56YhOX3F7jKSgVzH/gAgq9+FbBtTPzYj2H4W76l5+1orSEXFiBcF/7MebjT033tz4GQDcujmgnLg0qXsLzZhp2jl/ZEUEnD8vmXTJX56q3u6xankqD8gqkqn5wxFdK0XnbMWByY2yzHnKjnD5v3LM0W7G6R71mIiIiIiOi+MBgfIAzGd8dABePdqDjTgr1uqhuaLevMIGsTlDtJG/ZDeMwsbXeezPiOY0BqE7xaIgldTchl5XzT8jznQ+g6rNWrECuXIZYuQsy/CATl9Q/gl4DpV6YfU6/k/MFtYJBO9yWuw178kpkXvvglCBW2FmlvBHLy9SYMH7lgRlFsQSvVaoOuQ/NZNJ9DXReW58Iq5GEPFUz1t+eaSnDX3fUxCD1TsWmNHlbNCVVOUoU1dMQ8N/nDrDgkIgBmxndw/TrC6zdglUqwi8W+t7Pw0Y+i+tnPAgBGvvd7MfqWt/T1/BgvLwNSInf+HJzjx/ffc+yDIuMuYXnZvOeXyWsgw/K9F65lKssvmcB89RaALodOCpNJZfn5JDCfMSep0XoyTMa91NOTQZodE9rmlRdMYM6fdSIiIiIi2iYG4wOEwfjuGPhgvJtmC/ZmlWBQbq8wyc4rd/prnbmfmEArmfHdCsAVmgekhGXanVuOY2b6Ntudu66p+Exm/wrX2fzgq9amheLcV5OPF4CFy2lr+6yRkyYgb4blE+fMwUrq230F6UoCkkH6wIvWYC9+Efb8M7CWvtI2/kD5E1BTj5swvPSImWHZhdbaPEeEcevnBFpDQACeC8txYBVysIYKph2670F4rvnYrz8PWpuWpGHVPP8L2xwsLkwChbGkKnyIB42JqCutFMJbtxBeuQLherBHR/vezsrv/R5WP/lJAEDxm74Jkz/2Y321aZeVCnS9Bu/sWXinT+/f598HrTUeIwnLG6vJSbJJWK61aUXdCst9vhbshbCWmVmefKzcRNewPD/e3oJ9csZUm/P/qZ3WSVietGCXyXtAN2dmlueTsNwtJB+5B7u/RERERES0bzEYHyAMxnfHgQzG19FpFXlUT1qwV0xQ3jmv3PG3VV25l1rtzpOK71YIrgFAm4OljgPhWBCuCyuXM+G356Uzvpvzvne63bkMgcUraVA+/2L3loqWC0yeA6ZflYblw8d50GsXaa1NEB5LBumDLFyFvfCcCcNXXoTQsrVI5Y9ATj0BOfl66OGH1/0+NSvAVfJ/DAVTBZ6cDGP5HuzhojlRxnfNc8agjEWQUdIevWZ+Nt0c4I8AQ1Omi4U/zJNxiKgn0ewsgkuXoKMY9uRk35Xalf/6X7H4678OKIXco49i6md/tq9KdFWrQa6uwnv4IfhnzkA4+2hExX6mZBKU14GoCjTKHR2lYN7rZ2eWb3AyGe2gqAYsXk6qyi8CCy+ZsFyr9evmx9L265MXTGhenObfDZ20Sk8IjxrJvHIr6ZRTMCcd+ENpWO54D3qPiWiQZA+Btx0O1/d/W9vt272tl8fJLu71cXbi6xbp8cXm+w2+hhER0T7CYHyAMBjfHYcjGO9CJwfNWmF52VQ3tOaVI22/vgfzyttCbylNFadSSed3AbjNdufNiu8k+PaSwLtZ+b0fDpo2ysD8VzOV5V/t3oI9N5JUlb+CLdj3AQbp+4doLMFaeMaE4auXTJidUMWTkFOPQ04+Dl08AQjRes5o/d9IZSZJODaE55rK76EC7Jxv2p/7yRxwe3+dBLQprcxB9bBmTsixXFMVXpwC8qMmDPcKD3oviWjAxcvLCC5ehKpUYE9N9/08WXvuOcx/6EPQjQbckydx5D3vgTM11fN2VBBALi7CO3Ec3vnzsDwGW31Rqr2yPKgAjZX0bwGtAbsZlucYlu+VqA4sXTXt15uV5cvXu4fluZG0orz5MXyUQUMnJdPOaXFgfvZtx1SV+0OZeeVJWG7vg78dD6Juhw43PJzIdTdct+v6G4WW3W7bb2Ftl9u07ti+7nJbxz5ondmX7Pqd+9dtnY5tdj52a1nHPq/7Wrrd1nnf7JWtvt/dtrnV93ubj9N23+Q1Q4j1j73lbaLzQbe+zbKTTpW+OXHbH86cmJe85+AxESIiegAYjA8QBuO749AG493IKD2Q0GzHGAcd88pzSWDu9TSvXMtm4J1UeyeXIZLN2LYJuB27NePbyvlJi/MkEHddwLEHb9ak1kD5dhqSz391my3YXwVMPMKqz32qa5AuzfXeg3SYvx0PcZAuarOwF56FPf8FWJVrbcvU8BnIqccRT7wOyh5PWqFHQKygoSEs25wY47mwhwuwCgUzA9xLAnB3QA96xkHSHr1ufj7cIpAfMfNIm1Xh+6zDBxENPrm2huDSJcQLC3Amp/pqhQ4A4fXrmH3qKcilJdijo5j++Z+Hf+5cz9vRUYR4fh7OkWnkZmZg5fN97Q91UMq8vrTasFeAxnL6t4DW7ZXl9v7rKnUgxQGwdCXThv0lYOm6Oam5k1/KVJYn7djZkWo9FScngTTMyYVKm79nnZw54cAbWn+fzpAtXbA+ONpwXXQJvbrcv2ughY7QrnPd7exvt1Ase30boW3XdTfa36471u3GTcLh7a670XZ72IeN/n+3vQ8bbfZ+t7udr22L/4+2IBPdA8822w08s4u3G6x2bkan62b3sW1/OzeQ2f76FTqWbXSfLtvc8D5dbut6n26Pv82vZ6PHXre9bTz2Ztt80K8HKgbi0BTgyDAdgyGs9LiiN2Rez9xce2jO42BERLSLGIwPEAbju4PB+GZ0GozHdSCoAmElOagQA1q1WrBry4WGMC3Po9iE4HEMJAUPwjZzvoVjw/I8E3znc6bNuZO0Om9ePsDhX0tnC/a5r5rwvFO2BfvUK0xlqOWYA5OWk/nocl103Pag/yg65LYTpOsohgrCwxGkaw1RuwN7/hkThlfTEQQaAqr0COKRr0E09CiUGDZV48nYBMt3YeXzsIcKafW355rnkUH+OW/Oig2r5kQlJ2cOFLSqwoc5M5OI9oQKAgSXLiO6cxv2+ASsXH/PPfHiImafegrRjRsQvo+pd7wDhSee6Hk7WkrEc7Owx8aRe8UF2ENdgiy6f1pn2rAnleX1jrBcWO2tURmW7744AJaumZB84aIJzZevmcChkzeUqSo/D0xdAErH2QGgkwxN+/W40XGy8iYh2rZu3io028a6277/Btvo6b3wDuxvL9+H+93fXr4P+/b/rZfH6rpil/W3CoKJ9hklk6A889E80GEngbmbS7qiFdP3HG4+KdLhzzkREd0fBuMDhMH47mAwvj1mzncMHYXQjWrysWaqS8IahI4AoU3Ft5+HNTQMa6gEK5dP25y7rvk8SO2L91JjFZh7MZ1VvlEL9n4Ja5Mw3d48cBfZ69sI5be73c2C/K22e8AP8B3IIF1riLUbSRj+DKz6vXQRLMjiI4iGXwNZehS6MAHLdWDlc7CGCqYdetIGXbgH5AQardMOHWHdBP9uESiMA4UJE4R7Q2wvR0QPhI5jBNeumVB7uNTXnHDAzAqf+9CH0PjiFwHLwvjf+3sofcd39L4/SplwfHgY/swMnLGxvvaHetR6rcqG5StpBa5W5gB1W1g+oJ1aBokMk7A8CcoXLwKLV7t3pHKLaWX5VBKaj5w88O+liYhowGi9PjBXCoA27y2aHSz9khmPwbbsRETUJwbjA4TB+O5gMJ4yQVvS9jmOgThOWx0BgJPO87byeYhCwQTftoAQEpaIIXQAEVWAcM2cha/jpLIkl7ZG4kGY7elswb5w0RyEVHHmQ5rPWrbf1m024UEjrN0J3HcryN9qnfv8vbj/IF0DSraCdAEBbeH+g3StYJWvwpr9POzFZ2EFi+kiYUMOX0A8/nqoo0/AHp2ClctB+C4sz4PwPPO4B4mKTUV4WDW/4815a0NH0vboDmfoEtH+oJVCeOsWwitXIFwP9uhof9uJYyz++q9j7dOfBgCUvuu7MPbDP9zzSU5aa8iFBQjPhX/+PNzp6b72h+7TurB8LQnLa0lYLpMRTMlcUcc3FV60u2RkZpQvvAQsXDKB+dJlc3snNw9MZMPyCyYsZwcAIiLaj1RsOqi0QnO2ZSciov4xGB8gDMZ3x2EKxpvtzZuhtwnAo3TMk2ObNsWuC5HLwcrnYRUKJpxy3fbPW7UuikMgqgJhpg1jVDMt2ZUGbCd5s8pWSLtCq/Xhedv1brdtI3Df8j7bWEdv87Hb9uMQBf3bDty7Be8bXBfrK/21ZQOwoGEByYeGBa0FoIW5LAEtdfJhWpxDWdAAtLLMmERhme0LB9qyIGwXsB04tWuwF5+FU/4KrDjtfKAtD2rqMeiT3wCceiPE0KipBD+onSSabWnDNfO8aDmAV0jao48lVeFFPgcS0b4Wzc4iuHQZOopgT072NbZCa43VT34SK5/4BACg8HVfh8m3vx2W7/e8rXh5GVASufPn4Rw7NthjNA6SKOmCEtXNCWCNFfO3QNxI237bbjrf2fZ4wuxuU3ESll8C5pNW7IuXTajQyckBE+dM+/VmK/bR0+wAQERE+9e6tuxROus+25Y9NwK4hfaiHR6LJCI6tBiMDxAG47vjIAXjabvztOpbx2moKJL5vKaluQerYIJvy/fTwLsZfu90SNWsLAlrJjBvlDMzCwOzju2a6gWe0UmdtOoemPcVuO9Q2K/vY7uHIejP0E4B+uQbIc5+E8TDX2d+xw8yGSZV4TVz3c0DuVGgOGmCcL9kTg4iIhog8fIygkuXoMpl2FPTfb9XXPvMZ7Dw0Y8CcQx/ZgbT73oX7JGRnrcjy2XooAHv7Fl4p04djBEbB5GMkrA8Cc2Dsvk7IG4kM0WVOcGuGZazFfvuUzGwcjNtw94My+PG+nVtH5g8l5lbPgOMPcT/IyIi2t+6tmWXZpnlJl1t2JadiOiwYjA+QBiM745BC8Z1q9I7bl2GkjDnOIok+HYgPA9WLgerWDSVOG6mNbHrQrj7IHhWKjlQVjMhUn3ZVJdH9WQ+nmhvgcQDMHRQaL3NIL+P6vrdqtrfbB0t13+Nfgl4+E3AmW8CTrzuYLdQVTJ9Losj8we2VwSK0+bM9FzJhONERANOrlURXLqIeGERzuRk3+8nG3/5l5j74Aeh1tbgHD2KI+95D9xjx3rejqpWIctleA8/BP/MGQiH7xUHglKmi1QzLG/+HRA1ANlID1zbbvp3AKu6dpeSwOrLSVCeVJYvXNogLPeAiUdM+/Xm7PLxM/xbjYiIBoOMOkJztmUnIjpsGIwPEAbju2O/BeOtdudRlGl3HgMCEBqAY5tg23Ehcr6p+C4UMq3OPQjPBN8D2VZSxmkL9rAK1JeAoJq0YJemHXT2jSnbLxI9eK2gPxOWe0MHe05l3DDPUVHDHKh3C6Y1emHCBOHeMM8yJ6IDSQUBwsuXEd6+A3t8HFauvy4g4e3bmHvvexHPzcEaHsb0u96F3Cte0fv+NBqQS0vwTp2E/8gjEN4BPhHroIuD9uryxqo5abY5UxTahK+tueX+wX6v8aApCZRvpVXlzbA8qq1f13aB8UeSoPyCmVs+doYBAhERDY5e2rJ7xY7AnCfwERENEgbjA4TB+O7Y62BcK2WC7s6qb2hAw7SlbFV9+7ALeVjF4vpW5553eFpGxkESQCXzymtLaZUJYFoSN9sd8c0oEe0GFaejIJQyfwB7Q8BQUhXuD5vbiIgOAR3HCK5fR3T9OsTQMOyhob62I1dWMPv+9yO8fBlwXUy9/e0ofsM39L4/UYR4fh7OsaPInTsHK88uHQeGjNury4M1M7u8OY5JS3OirO1lAnOeHLFrtAJWb2eC8uQjrK5f13KA8bNpC/apGXOd/z9ERDRIOtuyx2HSNU+Y1zq2ZSciGjgMxgcIg/HdsdPBeGvOdyb01lGUzvkWzXbnbtLuPJnzncvM+W5+ZjvI7rQ27dabrRcbZaDRbL8YwLSU9zJhOSsViKhHWpsD8WHNHHwXtjkrvDABFMZNEO4N8UQcIjq0tFIIb99GeOUKYDtwxsb62o4KAsx/+MOof/7zAICxH/ohlP6P/6PnzkdaSsSzs3AmJ+DPzPQd1tMA0Nq8Nkd18xHWzN8CYc38LSAjs57tJi1RfXaa2k1aAeU7aUX5wkumyjxcW7+usE3b9ckZYOpC0ob9LE8uJCKiwdR3W/a8KfIhIqIHgsH4AGEwvjv6Cca1lK3AW8cxEMfpmx/ABN+Oa6q+m3O+c/kk8E5mfbsuMKjtzvej5ozfMJnzW182gXmzBbsQHWdssu0iEXWQUTrKQWvzh6tfMlXhfsmE4TzRhoioTTQ7h+DSJegogj052dd7Wy0lln7rt1D5oz8CAAx/+7dj/Ed/1HRS6mU7SkHOz8EaGkLuwgXYo6M97wsNMBm1t2IPysnfA8nJs1qbYLZ1Aq3Pudi7RWugcjetKG+2Yw/K69cVlmm73qwqn5wxM8yd/sY0EBERPXDbacvu5QF/BPAKbMtORLTHGIwPEAbju6NbMK6Vagu9dRRByxhQ5ldA2DbgOrCaVd/FYvuc72bVt+sennbn+5GMMi3Yq0B9Ma3+1Mq0M2oG5U6ObzyJDhutkkqzqvlj1XLM2dzFKSA/aoJwt8DnBiKiLcTLywguXYIql2FPTfccaDeVP/UpLH3844DWyL/+9Zh6xzt6bouutYZcWIDwXORmZuBMTfW1L3RAKNXeij2sAvUV8/ovG2ZUihCA5aYHpXlAendoDazdM1Xl8xdNZfnCRTNLvpOwgNGH0qB8cgaYOAe4HJNAREQDrGtbdtNhlG3ZiYj2DoPxAcJgfHeEN26g/pcvQPh+e7vzZrDterAKSbvzZuidbXfe54E/ekCaB8WimqkgqS+ZA2NxYJbbbuZNJ1v6ER04cWAOisd1mLELeROCFydNEO6X2FGCiKgPcq2K4PIlM+t7csp0R+pD9emnsfDhD0OHIbwzZzD97nfDGR/veTvx0hIAjdz583COHmWXJmoXB2kr9qhu5pYHleQgdfJ3gWUnQXnSip3vD3ae1kB1Pm2/3qwwry+vX1dYwOjpJCg/D0xeACbPmZMYiYiIBl3PbdnzmSpzdsAhIuoFg/EBwmB8d0Szc4jnZmEVixCe39bqvBmA0wGmdXsL9saKqSKJA/NGVMC8+XRypkKB7RaJBktrzELVVIXZfqYqfCT9o5KIiO6bCgKEly8jvH0H9vg4rFx/z6/BxYuYff/7TQX65CSOPPkkvNOne96OLJehG3V4jzwC79QpdnKizTXfM7Rasa+Zvw3ihvnbQEtzcNr2kgPRSXU57SytgdpCJih/yVSZ1xa7rCyA0VNpVXkzNPeKe77bRC1am+cLJU3xRfaykptc7/ycXa7SqlLopCWzTh+vdVu35c1/Muu0luvMcjz47baOOm9ju9n7P9Dtdt6+0fchu43NHju7jS77tO6x+9nuRo+xQ9v1isDIKfMxesqc1DRyEihMsiNLP7q1ZVcqOV6ZvB9x8+bYBtuyExFtC4PxAcJgnGiPKJm0YE9aLNeXTAVJ3OiYV55n9QjRfqO1+V1tHtgWlqkkKoybD79kgnGGI0REu0LHMYLr1xFdvw4xNAx7aKiv7USzs5h973sR37kDUShg+p3vRP61r+15O7Jaha6U4T78MPyHH4ZweJIj9aD1viKpLA+TE2nDqplbLiOznu20V5cLvs/YcbVFYD5pv75wyQTm1YXu646cTIPyqQumDbs/vLf7e1hoDRP+bhYAbxX4yk2ud37uM2huLtvq+paPudU+JLcR0XpuPgnMTyah+WkTnJdOmkCXesO27EREfWMwPkAYjBM9QHGYtmAP1syBmahu2jFrncwrz5vKU9vnGZlEe0nF5gB1WDN/CDq+OfhZnAZyI+ayw4ouIqK9orVGeOsWwitXANuBMzbW13ZkpYK5D34QwQsvALaNiR/7MQx/y7f0vB3VaEAuL8E7eRL+I49AeHxNoPskozQsj+tmTnajbMLyuGGK5pqtT5sHodl5aufVltL26wsXTZV5da77uqXjSfv1mXR2eT9heVs18GaB71YB8B4Hvq3r2w18t9rnzD7R9gnLnFgvkg8r+RBWej27TtsyC6ZEtLktYa63jj2IzG3J9eb6QrTfp3OddcvRvo7o3FbH47bdvtl2Rbr57Wy3bfl2trvZfm32fcI2t9vH9190uc+2v7fb2O5++z8DzGvi6svAysvA6k1g9RZQvrP5SSOFSROSt1WanwKGjrIYpR89tWXPd1SZ8/0KER18DMYHCINxon0kWz0SVs2BsMayuS5DcxDBabZgz7HNItFO0jo5GF0FosAcaPYK5o/pwrg5yOkVOw4oEBHRXotm5xBcvgQVhHCmpvqa862jCAsf/Siqn/0sAGDke78Xo295S8/bUmEIOT8P5/gx5M6f77vNO9GGlDIhebMVe1hNqsvrgGyYE/mEACw3PQDNFqc7r77SHpQvvASszXZfd+iICQS2HW5LtFoF09aEhbbAtzMAXhcId37uEhC3QmUrs43OkLlz+Vb7sM3H7Ho9+7nza+kIu4XN33c6vGQEVO4kYfktYOWmCc9XbwH15Y3vZ7nmxKZuoXludM92/8DobMseh+b4ikDaep1t2YnoEGAwPkAYjBPtc82DYWHNBHa1ZSAomwC92WbR8U1QzqoRot7I0PxuhVVz3c2bavDilAnC/RLPbCYi2ofi5WUEly6ZeeFT0xB271U/Wims/N7vYfWTnwQAFN/8Zkz++I9DuG5v24ljxPNzcCYn4Z+fgT3EOcS0B+IgrS6P6iYsDyrJAenArGNZyUFnn6OadkNjBVi4bELy5uzyyt2df5xNw9lNKoS3rBjebJtbXd+Bx1y3fLMAOLtttuklom0IKpkK88zn1VvmtXIjfsm0ZR89BYwkbdlHTgKlE+a1lLZvW23Zk858bMtORAcAg/EBwmCcaADJOG3BHlZNu79wzVSS6DhpY5RLw3IePCAytEp/b+IIsF3zB1i2PTrnkBERDQRVraJx6XISSk/1HGg3Vf70T7H4sY8BSiH36KOYeuc7e55hrqWEnJ+DVSohNzMDe3S0r30hui9KdrRir5jwNm62YlemKstutmL32YFqpwUVYOmaqQTfqo31tiqE+XccEdGO0gpYm0vD8pWkLfvqyxt3AgEACGD46Poq85FT5sR6Vj33Zrtt2XMjaVDOtuxEtM8xGB8gDMaJDog4NBXlYc0ckKkvmwAwbpiqc9tJgvI8WxXR4RIH6YkjgGmHnh8DChPJmcnDrKAiIhpQKgwRXrqE8PYd2GNjsPL5vrZTf/55zP3yL0M3GnBPnsT0k0/CnZ7uaRtaa8QL87B8H7mZGTiTk33tC9GOyo5qipIuVI0Vc5KgDJKqOWH+VnD8tHqLgSwRER02cQNYvZ2E5jfTFu2rN9Muc904OVNVng3Lm589dhLqSbYtexyYAF1rwBLmPQrbshPRPsZgfIAwGCc6oJoHwZot2BtlE5bHjbS9ou2aN5TNShEhYIYAIfNmUmxwO9E+peL0515Kc0KINwQMTZs/nnIltkAjIjpAdBwjuHED0bVrEMUh2MPDfW0nvH4ds089Bbm0BGt0FEd+/ufhnzvX83bixUVACOTOn4N77Fhf+0K062TUUV1eBhqrJiyPG2bktRBpZTlHNhER0WGltTmetpppy95szV6+Y7qEbCQ/nmnL3gzPT5vqc76ubl+/bdndvFnGtuw0yJQCoM3PvE4+d15v3aY3Xqfb9cKkOU5KO4LB+ABhME50iCjV3oK9vpzOImw9FScvoNDmgFjztuaH1miF5W1P38Jk51vehuS2ZLut0F2kyzrDeCC93hbMd4b2zX861tvRx+CJAfuO1uaAblgzJ30Iy5yVXZgwleG5kgnG+X9HRHRgaa0R3rqF8MpVwLbhjI31tZ14cRGzTz2F6MYNCN/H1DvegcITT/S8Hbm6Ch0E8M49Au/kSQgejKNBoFRaXR7XgWDNVJdH9aQLlTRviS03PeDM6iwiIjrMVAyU76ZV5s227Cs3zTG3jQgbKB03IfnIqSQ0T2aa50b52tqLrm3ZtfkeO54Jxr2hpEiCbdmpB72GzHo762SuK2WeQ7QyJ9gomV7WKr3eFnhrABuF4Dp9jNbx7tZB+PVkCJx8wjwP0Y5gMD5AGIwTHXIyNpUhrRfPbgF55ml6W+v1eFv2RVx1vJnIvmnAVut1PhY6bks+tz7QsV7H5db6mftteGIAergN6bazob3IrNBraJ+972YnBtzXY+yjP8xklIwOqJv/fzdnqsGLU+mscLu/WbNERDS4ork5BJcuQQUhnKkpiD5eu1Sthrlf+RU0nn8esCyM/8iPoPSd39nzdmS1Cl0pwzt7Ft5DD0HYHNtBAyoO0uryqG7C8ubJtc1OVJaVHGBOKrY4poaIiA67cA1YSVqxZ9uyr9wyx+E24g11b8s+cpLd73qh4vYKcxmZ2wW2bsvO7/ODlz1evK1gGum62wmmVTaIjtPLbeF057aB9lC6ue3mMeXm8esuf4N2Hh/uLNpqjjESVvttAgCS29qOz252n23+Dbx6Bzj2GgbjO4jB+ABhME5EB0rbGxJ0hPH3cxt2eHuZ27Jv9LLraIXWm6pub/LWrYeOx0LHYzX/6fXEgM4TDjY763C7tyXb6zW018r8UWM5piq8OA3kR00Q7hb2V3hPREQPhFxZQePSJajVVdhT030F0jqOsfjrv461T38aAFD6ru/C2A//cM+V36peh1xehnf6FPyzZyE8r+d9IdqXlOxoxV4xgXncbMWevHdttWL30/FNREREh5lWQHU+bcfe/Lz6MlCZRffjJwAgzIi40dOZmebJ5aHpNCSjzWnVXmW+VVt2N5+pMD8kbdk7K5+3DKb1+uUb3Ud1qY5uhdJxUggl0+12HkttOz7avL35WJt8TdlguhU2I/m92SB0zt4mRA/3GRAMxnccg/EBwmCciOgA2akTA7asvt9ovT5ua5uV0/EGF6q9O4BlA4Xx5A+UEquRiIioK1WtonHpMuL5OTiTUxBu711EtNZY/eQnsfKJTwAACl/3dZh8+9th+b1VkKgwhFyYh3v8BPxzj8DK5XreF6KBoHVSXV4z4XhYM2F5WDXXm5VatpME5cmBZx7IJyIiMuIAKN9O27KvvJxWnIdrG9/P9k1APppUljfbso+eMhXotD3r2rI3q8zt9CS/3W7Lvuk86W6tu7sF1RvcpxlKtyqjO8LpbqF0ZzV0WwgObCuUbtHtoXJb8Jypfu4MnXu6D20bg/Edx2B8gDAYJyIiIiKig0aFIcIrVxDeugV7dAxWPt/XdtY+8xksfPSjQBzDn5nB9LveBXtkpKdt6DhOQvpJ+OdnYA8V+9oXooEko47q8jLQWDVtZOOGOZAqRKa6PGcqtoiIiMjQ2rx2Ztuyr9w0VeblO6bSdiP5sY6W7Mnl0nG+3m5Xr23Zm50T20LpDaqkd2KetLCQdnjcKGrrDKW7teHeoE33lvfhSY4DicH4jmMwPkAYjBMRERER0UGk4xjhzZsIr16FKA7BHh7uazuNF17A3Ac+ALW2BufoURx58km4x4/3ti9SQs7PwRoZQW5mpudwnehAUcqE4s2wPFgz1eVR3dyupFnPdjOVWB4rgYiIiDqpGKjcS9uyZ1uz1xY3vp+wTDjeCs1Pp1Xn+XG+5m7HRm3ZtzNPumsbbmDTedKD3rqb9hcG4zuOwfgAYTBOREREREQHldYa0e07CC5fBmwbzthYX9sJb9/G3Hvfi3huDtbQEKbf9S7kXvnKnvclnp+Dlc8jNzMDZ2Kir30hOrDisKMV+yoQVpLZ5YFZx7LSOZ+Ox2o3IiKijYRVU13eCs1vptfjxsb3c4tpW/bR05nw/KR5DSaiwcdgfMcxGB8gDMaJiIiIiOigi+bmEFy+DNVowJmahuijukKurGD2/e9HePky4LqY+smfRPEbv7Hn7cSLi4AQyM2ch3v0aM/3JzpUlOxoxV4xgXncSFqxK7NeqxV70tKUiGg71h2W1r0t35FtrtvANtbvXGeL5b3uw3Yes9d9uJ/vpRDmRCjbMx+WvfV9aWNaA9X5pLI805Z95WVTfb7Z/01xOm3Lnv1cnOb/C9EgYTC+4xiMDxAG40REREREdBjIlRU0Ll2CXF014bjd+8E7FQRY+MhHUHv6aQDA2A/+IErf/d09B+1ydRU6DOCdOwfv5Mm+gnqiQ0trU0HeVl2+Yirj4oZpa6o14LhJZXnywRmYNMg6Z8t2zqKF6riM7a2PjtefzUbUAutbBG95hy7rbLWNXXkMrF++7v6bXe9y27pVOpdvsc3tvPb3vJ897uN29mPLr6PzSpf1s9votr11y0X7cmjznN9qVy3N7ZZtgnKnGZi7bC19v+LAzC1vtmNfyXwOyhvfz3aB0skuoflpwO9vnBER7SIG4zuOwfgAYTBORERERESHhapW0bh8GfHsHJypKQjX7XkbWkos/fZvo/KpTwEAhr/92zH+oz/ac9Au19ag1yrwzp6F99BDfQX1RJQho3ROeVQz1eVBs7o8MCGZEJnKct8cyCfqhVZppwLdDJd1x+UuIfZmy7qGsMiEuzo5sSMJEDe9jGTurGVCQ2GZSlthAcI2t1l2cjl7skiPoe521rnf5XvxGDsRTvf1GLv9dezB93KvA2il0m4hcQDIAAiqJqyNG8mc5yjZNyTV5W6mypyjN+5bYzUTlGfasq/eBlS08f1yI2lIPnIKGD1pZpqXjvN1mOhBYTC+4xiMDxAG40REREREdJioMER45QrCW7dgj47Byuf72k75U5/C0sc/DmiN/Oteh6l/9I963paq1yFXluGdPg3/7Nm+gnoi2kQzSGm2Yg/WTHV5M0BX0qxnu0lgnjMBCisO97ddqZ7ObL+t2jhTiSya/1hJEJ2E0a0K1+ztzQ8nE1LbXT5baZDd2l4z7O68XWxwe7f1+TNMh0gcmqA8DpLn/IYJzMNqR5U5zO9cMyxvfvD35f4oCazdA1ZuAas3k/A8uVxd2Ph+wgKGj61vyz5yCihM8P+FaDcxGN9xDMYHCINxIiIiIiI6bLSUCG/cQHjtGkShCHu4vxaP1aefxsKHPwwdhvDOnMH0u98NZ3y8p22oIIBcXIB7/AT88+dg+X5f+0JEPYjDtBV7VAPqq0BYSUKVpLrctpNW7DnTppfVhuv1Wz290foPunp6w0DaWr/tLUPsZpBNRA+MUklg3khD86Bqnu+jZpV5mHYUsd20LTurzHdGVEvmmHe0Zl992ZykthG3AIycXN+WfeSEWUZE94fB+I5jMD5AGIwTEREREdFhpLVGfOcOGpcvA8LqOdBuCi5dwuz73w+1ugp7YgJHnnwS3kMP9bYvUYR4YR7O1BRy58/DKhb72hciug9KtrdiD9ZM29ionoTlSbVhqxW7Zz4/aFsGz6yeZkBNROvIqD0wjwOgUQbCtW1UmbvpyTfUH62B2mJ7W/aVl02VeeVe+lrWTXHStGIfac40P20+Dx0xrydEtDUG4zuOwfgAYTBORERERESHWTw/j8alS1CNBpzJKQir9wOd0ewsZt/7XsR37kAUCph+5zuRf+1re9qGlhJyfg7W6BhyM+dh8+8zogdPaxOWNKvLw5ppxR5Wk5m2yUxV20mqy5O55TtRPQ3dHlBnsXqaiGh3aJ0JzJPQPGzOMg+SKvMgfX7OzjFnd5GdIUOgfDdty56tMm+sbnw/yzUV5dkq8+bl3Mje7T/RIGAwvuMYjA8QBuNERERERHTYydVVNC5dglxZgTM1DWH3Xm0iKxXMffCDCF54AbBtTPyDf4Dhb/3WnrahtUY8NwerkEfuwoW+q9iJaJfJuL0Ve6MCBKtJWB73UD0tknCa1dNERPuejDuqzBtAUDFV5s0550rCnLRkt7dlZ5X5zmiU05A8G5qXb6Unq3Xjl9bPMR85ZYJ029u7/SfaLxiM7zgG4wOEwTgRERERERGgajU0Ll1CPDsHe3ISltf7QTIdRVj46EdR/exnAQAjf/tvY/T7vg+ixyAqXlwELIHczAzcI0d63g8iegC0Nm3XVcTqaSKiw6TZXaQZmsvAdBgJyuZ1ITvLHMhUmWc+0/1RElibM1Xm2bbsKy8D1fmN7ycsYOgoMHoyM8f8lGnTXpzi6zUdTFoDK7eB468Bxh5+0HtzYDAYHyAMxomIiIiIiAwVhgivXEH48i3YY2Ow8vmet6G1xsrv/R5Wf//3AQDFN78Zkz/+4xBubwc95coKdBzBO3cO3okTPYfrRERERPSANavMZdheZR5UgDhKqsxjs66w0rC8WW3OKvP7F9VNWL76chKa30wrzqPaxvdzcu0V5tlKc6+wd/t/mDXHzrQ+pPmsOq63bpPt6yu5/v5qJ7and/+x+r6/3sa2k1E+b/454Fvf82D/jw+QXrJWDt0gIiIiIiKifcHyPPgzMxC+j/DaNeg4hj083NM2hBAY+4EfgDM1hcWPfQzVP/szyMVFTP3sz8IeGtr2duzRUchKBeFLLwFhBO+h0321eCciIiKiB8R2ALvL+z+tM2F5c5Z5zQTmUQ0I1jqqzJ1MW3ZWmffEzQOT581HltZAfSltx56dZV6+Y/5PFi+Zj06Fie6heXEKgO49qNy1AHeL7TX37YEEuFvsK3Qa4NLu4Pf3gWHF+APGinEiIiIiIqJ2WmvEd+6gcfkyIKy+Z33Xn38ecx/6EHS9DvfkSUw/+STc6emetqHqdciVZXinH4J/9kzPledERERENECU7JhlHpigPCins8y1NKGmEO1hue0BFk+kvG8yAip3gJWk0nzlZlp1Xl9+0HtHWcIChG0+W1b79dZtmevCMr8j2evCztx3i+017w+x89u+n+0J0dtjrc0BJ59Yf8II9Y2t1AcIg3EiIiIiIqLu4vl5NC5fhqrV4UxNQVi9t7MMr1/H7FNPQS4twRodxZGf/3n45871tA0VBJCLC3CPn4B//hws3+95P4iIiIhogLVVmSefo7oJzMMqoCJze7MK1HYAy03bslsuZ2bvhKCShOW30jnmzTbtMtzgTmLj4HO3A9ye7y/2Pmze1vY2WEb9Wb0DHHsNMHr6Qe/JgcFgfIAwGCciIiIiItqYXF1F49JlyOUlONNH+mpnHi8uYvappxDduAHh+5h6xztQeOKJnrahowjxwjycqWnkZs7DKnC2IREREREhqTIP2ivNgzUgXEtnnMvIrCvQ0ZadVeY7QitzgkLXQJgnJNA+w2B8xzEYHyAMxomIiIiIiDanajU0Ll1CPDsHe3ISluf1tY25X/kVNJ5/HrAsjP/Ij6D0nd/Z0za0lIjn52CPjiE3cx42/4YjIiIios3EHbPMowYQVkxoLsP2KnPLNkG5k1SY2x5DXaKDiMH4jmMwPkAYjBMREREREW1NhyGCq1cRvvwy7NExWPl879uIYyz++q9j7dOfBgCUvuu7MPbDP9xTi3atFOL5eViFPHIXLvQ9/5yIiIiIDjGlksC8kbZoD6rJLPOGqTBvtgZvVZm7mSpz54HuPhHdBwbjO66XrJXPnkRERERERLTvCc+Df/48hOcjvH4NOop6rtgWjoOJH/sxOEeOYOXf/TuU/8t/QTw3h8mf+qltzw0XlgVnehpycRGNF16Af34G7pHpfr4kIiI6pHQUIV5eBprlSpmCUNGsDu38vNFtG91vq20kD9q2qe1sI7NMdK6zxfrNy4IVsESm3bdXMB+dZLS+yrw5yzxqAPUyoGW6nc7W7PwdIyLaECvGHzBWjBMREREREW2f1hrx3btoXL4MaMCZmOhrO2uf/SwWfvVXgTiGPzOD6Xe9C/bISE/biJeXASnhnzsH98RxHugnIqIt6TBEcOkSwjt3TXYlBNYfnhWA1iZ5ThaJ5mXRsV7mU0fK3b6sbfk2lmVX22RZ99C9836bPGbzo/3sgNb3pm2/RLLNzvtk1hWd207ul92W6FzWeszM421yMkH7Tds9gaH96xdbrX+/J0F0eexNT4LYZFtCCAjXXbcf9AAoBciOWeZhzYTmUXOWeZiub7umLTurzIn2F1aM7zhWjBMREREREdGBJISAe/w4hOehcekSotlZOFNTPbVDB4ChN70Jzvg45j7wAQQXL+Luk0/iyHveA/f48W1vwxkbg6xUELz0InQUwnvooZ73g4iIDg8dhmhcvITozh3z2rUDYWMrVM+G651B+2bLNtpG5/rbXKYzy3TbMp1+2sa+6ux+3cf+pIu2cb/m5c4TEswlaHS5b7KstY1W/p3ZSHPTrdUz62e7BrRvotuF7Z0EcR8nSHQ9CcK24IyOwp6YgD0ysu0uO7QLLAuw8oDbZaRQW5V5Epo3ymaWeZRcVhtVmbuA4HtYIjocWDH+gLFinIiIiIiIqD+yXEbj4iXI5SU400cgbLvnbUS3b2P2ve9FPDcHa2gI0+96F3KvfGVP21C1GuTqKryHTsM/exbC4TnoRETUbjdCcTo8dLeTCXbz5IDsIimhqlVAKVjFApyJSTjjY7BGRmB5Xi9fBj0IWqdBeavKvDnLPEiqzIP0JI3sHHOHVeZEu4IV4zuul6yVwfgDxmCciIiIiIiof6pWQ+PKFcR37sKemurrAK1cXcXs+96H8PJlwHEw9fa3o/iN39jbfgQB5OICvBMn4J0/zwPFRETUosIQAUNxGnBaKah6HWptzYTkQ0U4ExNwxsdhl0oQfO8zeGTcHpjHDVNhHlSAOAnMm1Xmwmpvy84qc6L+MRjfcQzGBwiDcSIiIiIiovujwxDBtWsIb96EPTIKq1DoeRsqCLDwkY+g9vTTAICxH/xBlL77u3uaG66jCPHCPJzpaeTOn+9rP4iI6GBpC8Wnp9lVhA4ErRRUtQpVq0JoDVEswpmagjM2ZkJynvwx2DqrzGWQmWVeT2eZN6OlVpV55jMRbYzB+I5jMD5AGIwTERERERHdPy0lwhs3EV6/BpHLw+7j7ystJZZ/+7dR/tSnAABD3/ZtmHjrW3tq0a6lRDw3C3tsHLkLM7CHh3veDyIiOhhaofjdO3CmGIrTwaSlhKrVoKprEELAKhbhTE/DHh01ITl/7g8WGZugPFtlHlSSKvMoqTKPzbrCSsPyZrU5q8yJGIzvAgbjA4TBOBERERER0c7QWiO+exeNy5cBDTgTE31tp/ypT2Hp4x8HtEb+sccw9TM/Ayuf3/5+KIV4fg52cQj+hRk4Y2N97QcREQ0uFYZovPQS4nv3GIrTodGcR65rVUAIWENDcKamYY8lIXkPJxvSgNHaVJG3zTKvmdbsYTWtMlcKEAKwnUxbdlaZ0yHDYHzHMRgfIAzGiYiIiIiIdla8sIDGpUtQtbqZ5Wr1XplSe/ppzH/4w9BhCO/hhzH97nf3FLRrrSEXFiBcF/7MebjT0z3vAxERDSYVBGhcvMhQnA41LSXU2hp0vQZYlgnJp6fhjI7CGh5mSH6YKJkJzJPQPFgzrdmbs8y1NOG6EO1hue0BFn9W6IBhML7jGIwPEAbjREREREREO0+Wy2hcvAS5vNR3KBFcuoTZ978fanUV9sQEjjz5JLyHHuppG/HyMiAlcufPwTl+vKeZ5URENHgYihOtp+M4nUluO7BKJThTk2lI3sdJjHQAtKrMM4F5VDeBeVgFVGSCc63M+rYDWG7alt1yTZBONGgYjO84BuMDhME4ERERERHR7lD1OhqXLyO+exf2xCQs3+95G9HsLOaeegrR7dsQ+Tym3/lO5L/ma3rahqxUoOs1eGfPwjt9mgd/iYgOKIbiRFvTUWRC8noNwnFgDZfgHj0Cu1SCNTTE90lkKJmZY56pMg/XzGUZAjIC0FFl3m2G+bYjsB1eb9vJ23a3t9Nfx3Y318v2dvpreVCPu8v/x3EAnHyCwfgOYjA+QBiMExERERER7R4dhgiuXUN482XYIyOwCoWetyHX1jD3gQ8geOEFwLYx8ba3Yfiv/JWetqFqNcjVVXgPPwT/zBmGJUREB4wKAjNTfHYWzvQRtokm2gYdRZBra9CNBoTrwC6V4EwfgT2ShOSsBqZu4swscxkAYR0IKyY07yXu2vbP1zbX67patxs32l7H7RvtX7/7ve3t3ef+bXW/je6/4fa2uX/b/Tp29fu32bYzy4QAhqaA3Mg294W2wmB8gDAYJyIiIiIi2l1aSoQ3byK8fh3C82GP9H4AQkcRFn7t11D9zGcAACPf8z0Y/f7v7+mArQoCyMVFeCeOwzt/Hpbn9bwfRES0/6ggQOPFFxHPzTEUP4C6HT7f8Ii67nqxv/ttsLLe4IruusLWj939fu0r27aA4whY9u4F1SoMzUzyIIDwXNilEtzpaVgjI7CKRYbktDWlsP4XYLuh9g6vR0R7isH4AGEwTkREREREtPu01ojv3UPj0mVAazgTE31tY+X3fg+rv//7AIDim9+MyR//cQjX3f42ogjx/DycI9PIzczAyud73g8iIto/VKNhKsV7CMWV0pCx7hpIbpJNmpu2CjfbrqS37laQu+HiTXZUa73xY20S9GpsvHzd1687r+quy5pXWjdnlm/roHm3/6MtlgMbfF+3+r/oYR/aH2vrH5rmRSHSK1opQMaA7cBybTg24HoWPB9wXQuOs3thuQoCE5KHAYTvwy6NwJ2eglUagT1U3PHHIyKiwXZog/H3vve9+IVf+AW8+tWvxle+8pW2ZX/+53+On/u5n8Ozzz6LUqmEt7zlLXjqqacwNDTUtl4QBPilX/ol/M7v/A6Wl5fx2te+Fv/8n/9zfNu3fdu6x9vuNjfDYJyIiIiIiGjvxIuLaFy8CFWrmfmvfcyxrHz601j8V/8KUAq5V78aUz/7s7B7+DtQS4l4bhb22Dhyr7jQ032JiGj/6CUU11ojDDQaDYlaTSEOtxegdm5j/Y3rL2bDzbZVs11cWytn7te2kezjZu6XudBt/8UG92vdbRsZ6lbrtC9fv/K2CjpF14s7tzzZEa01oBSElCZkljGQXNaZy83bdRxn1pVmHSWBuGPdONmGSi+3th3H0M37JJ91875x9vFl+32y+xPH6X9gcQj2ax6HeO0boM6+GtpyoAFYljBhuZuG5bZrwnJ7B8PyVkgeNCByedijI3CnpvoekUNERAfPoQzGb926hQsXLkAIgYcffrgtGH/++efx9V//9XjlK1+Jt73tbbh16xZ++Zd/Gd/yLd+CP/7jP27bzg/8wA/gP/7H/4if/umfxvnz5/Hxj38cn//85/Hf//t/x5ve9Ka+trkZBuNERERERER7S1YqaLx0EXJpCc70dF/zvuvPP4+5D30Iul6He/Ikpp98Eu709Lbvr5Uy4fjwMPyZGThjYz3vAxERPTjbCcW11ohCjSDQqK3FCAJTLe64Aq4r2kLmbrbIfw9Va2kTMKcBsc4Euun1TGDcbXlnKBzHrUC5db1LkLxVgNy2XMbQbSG27G3m8X6Xy8N57eNwHnsDxIXXQtlu8m01X6NlCdgO4LoCni/SynJ3Z8JyVa9DVavQUQiRy8EZG4MzOWlCcnbhISI6tA5lMP793//9mJ+fh5QSCwsLbcH4X/trfw3PP/88XnzxxdY35Dd+4zfw9//+38ef/Mmf4Nu//dsBAE8//TTe+MY34oMf/CDe+c53AgAajQYeffRRTE9P48///M973uZWGIwTERERERHtPVWvo3H5MuK7d2FPTMLy/Z63EV6/jtmnnoJcWoI1MoIj7343/HPntn1/rTXkwgKE5yI3MwNnaqrnfSAior2nGg00XnwJ8fz6UFxrjSjSCBoatapEEGgoqeE4Aq63s5W0/dBap4GxWh/i6lZY3BEQJ6Gz7qxM3m6A3BZGdw+QdUdVtI4loDKB9kEhBOA4gO0Atg1hO+3XHQew7OS2ZLltrgvbTtZz2q93WRdWsq3MfdqvN5dnL9vr9kO+fA3yuacRP/956PJK+nX4PpxXvw7O698I+1WPQeRyUFJDSp38CGgIACIJyx1XwN+hsFxrDd1omEryOIKVz8MZG4PdDMlzuR35ryIiosFw6ILxP/uzP8O3fuu34rnnnsPb3/72tmC8XC5jYmIC73jHO/CBD3ygdZ8wDDExMYHv+77vw2/8xm8AAH7u534Ov/Irv4KlpaW2b9z73vc+PPnkk7h58yZOnTrV0za3wmCciIiIiIjowdBhiODadYQ3b/bdjjNeXMTs+96H6Pp1CN/H1E//NApf+7W9bWN5GVASufPn4Rw7dqgqAImIBo2q19F46eK6UDwKlakMr0oEDQ0ZKziuBdcVsJ3253V54wrU7N2tq5e7Lu8SIHe0ydbdwunmfdQBCpgtOw2B1wXImYDY7giUNwqBMyHzhgH0hsG1Azh28lhpUN167Oz1Psa47AdaKairFxE/9znEzz0NvbKULnRd2K96DM7r3gDnNa+HyKfvqZTSkLEJy6U0094tIZL/HgE/n4bldjK3vKf90hq6WUkeR7DyBTgT47AnJsz7uz5OfiQiosHSS9bae7+4fUZKibe//e1461vfite85jXrln/5y19GHMd44okn2m73PA+PPfYYnnvuudZtzz33HGZmZtZ9097whjcAMO3TT5061dM2OwVBgCAIWtfL5fL2v1giIiIiIiLaMcLz4J8/B+F7CK9ehY4i2CMjPW3DmZjAsX/2zzD/oQ+Z9uof+ADGf+RHUPprf2372xgbgyyX0XjpJXhRBO/UqYE9aE5EdJCZUPwlxPPzcKaPIFYWwrpEraoQ1BViqWHbpjI8X+h+2DX8//5nhP/pE3u851toVRg7EE63ALlbxXKXCua26md7XYXyuoA4EyZ3Xd61gjnZvmXxtXKPCcuCfe4VsM+9At73/DDUjasmJH/+aeiFOcgvfh7yi59H4DiwX/EaE5K/9glYxSFYnoCb2ZZSJiiPIo1GQ0FradqwJz8Cnm/B9dITS2x749EBQgiIQgFWoWBC8loN4d17wK3bsAp5OBMTcCYmYI2MwPK8vflmERHRvjXwwfi//Jf/Ejdu3MCf/umfdl1+9+5dAMCxY8fWLTt27Bg+85nPtK270XoAcOfOnZ632el973sf/sk/+ScbLiciIiIiIqK9IywL3kMPwfJ9NC5dRry4CHt8vKeqbSufx/TP/zwWf+M3sPanf4qlf/2vEc/NYezv/J1tH7S3SyWoqo3g4iXoKIL/8MN9zT4nIqLd0QzFG/fmIYcnsbqo0KjHiGMN2wZc10KusPlzfvhHn0T4h/8BAGA9cgEil+9asdwKiK0+2mdvVMHctZLaNu222amEeiQsC/aZc7DPnIP3N/+vULeuI37uaVNJPnsH8ivPQX7lOQTWb8CeeZVpt/41T8AaNicgWpaAZZlZ5E3tYbkEtDRt2DvC8rQN+/qwXAgBUSzCKhZNhXu9jvD2HYQv34I1VIQzPmGqyUslCIbkRESH0kD/lb24uIhf+qVfwi/+4i9iaoNZbPV6HQDgd2mZksvlWsub6260XnZbvWyz07vf/W78o3/0j1rXy+UyTp06teH6REREREREtLuEEHCPHYPwPDQuXkQ8NwtnarqnSjThOJj4B/8AzpEjWPm3/xblP/xDxPPzmPypn9p2C0+rWARsG+HVa0AUwX/kER60JSLaB8JyFeUvvYjK3SXE+THECwqWBXieBT8ntgyWtdYI/8u/R/T/+U8AAO+7vhfed/6tPdhzot0nhIB96gzsU2fgfddboO7egkzaras7L0O++GXIF78MfOI3YZ97JezXvQHOY18La3S8bTvdwnLdDMvjJCyHGQVg2wKOa8JyrxmWO2aWefP3UVgW7GIRdjMkr9UQ3noZ0c2bEENFOFNTZi55qQThuiAiosNhoIPxX/iFX8D4+Dje/va3b7hOPp8HgLb25U2NRqO1vLnuRutlt9XLNjv5vt81UCciIiIiIqIHy5mYQP7RRxFcvIh49p4Jx3uo2hZCYPRv/k04U1NY+NVfRe1zn8O9f/yPceTnf37bLdqtXA5iagrhy7eg4hi5c+dgbfI3JhER7Q4ZKTRqEarzZZS/eg2NxVU4Y6PwHAt+fuswvElrjfAP/h2iP/1DAID3N38Q3rf99d3cdaIHRggB+/gp2MdPwfvf/zbU7N1Wu3V18xrkpRcgL72A8N9/HNbZGdNu/bE3wJroXvQmLAHHApwuYXkcawQNCa1j87i2gO0CvpeE5W4mLLcs2ENDsIeGoKU0Ifn164iuX4c1NARnehr26KgJydmxh4joQBvYZ/lLly7hYx/7GD784Q+3WpwDJpiOogjXr19HqVRqtTtvtj/Punv3Lo4fP966fuzYMdy+fbvregBa6/ayTSIiIiIiIhoc9vAwcq9+NRqXLyO+cwf2xOS2K76bht70Jjjj45j7wAcQXrqEu08+iSNPPgn3xIlt3V+4LpzpacR376ERRfBnZmAPDfXz5RARUQ+kVAiqMeprIWrlEMFKFdHdO7DrFQyfGIdl2z1tT2uN8D/8FqL/8ScAAO97/y68b/mO3dh1on3JOnIM3nd8N7zv+G6ohTnEz5t26+raJairFxFevYjw938X1umzcF7/RhOSTx/ddJtdw3KtIWNAxhprgYRSEkKYynLbAfykstx2BRzHgjM0BHt42ITk1SrCq1cBy4JVLMKZmoY9loTkPf7OExHR/rf9vnD7zO3bt6GUwk/91E/hzJkzrY/Pfe5zuHjxIs6cOYN/+k//KR599FE4joMvfOELbfcPwxDPP/88HnvssdZtjz32GC5evIhyudy27uc+97nWcgA9bZOIiIiIiIgGi5XLIX/hAryHHoZcWoKqVnveRu5Vr8Kx977XBNyzs7j7nveg8cIL276/cBw4R49CLi+j8cILkCsrPe8DERFtTUmFeiXE0t0q7l5awb2rqyjP14GgAXflDnJxBbnpPkJxpRB84jdbobj/Az/KUJwONWtyGt7/5a+j8LP/FIX3/iq87/27sM69AhAC6uZVhP/pE6j943eg9tTPI/yjT0LdvbXtbQth5o77OQuFoo2hYRuFoqkaVxJYq0gszEeYuxNi9naIe3dCLM1HWKsCoTMEPX4E1vgEdCwRXr2C+nPPofbMMwiuX0e8vAwt5S5+Z4iIaC8JrbV+0DvRj4WFBXz2s59dd/sv/MIvoFKp4CMf+QgeeeQRvOY1r8F3fud34otf/CJeeuklDA8PAwB+8zd/E29961vxx3/8x/iO7zBvSj/3uc/h677u6/DBD34Q73znOwGYdumPPvooJiYm8Bd/8Retx9nuNrdSLpcxMjKC1dVVlEql+/qeEBERERER0c7RSiF8+WWEV65A+Lltt0PPkqurmH3/+xFeugQ4DiZ/8icx9KY3bX8ftEY8Pw8r5yN3/jycqe6tRomIaPuU0ghrpjK8uhoibMSABlzfhpezgSBAcOM65Ooq7PEJCKu32iKtFILf/Rjiv/j/AULA/6G3wf36b96dL4ZowKnVFcgvfh7x809DXnwBUKq1TBw9Ydqtv+6NsE6c3vYIg41obdqwy1hDSg2dPJRtC1iOmVnu+xZsIWEFNYioDtu2YQ2bduvO6Cis4eGenxOIiADzHKSkhowVHM+GZd3fcxqleslaBzYY38g3f/M3Y2FhAV/5yldatz377LP4hm/4BrzqVa/C2972Nty6dQsf+tCH8OY3vxl/8id/0nb/t7zlLfiDP/gDvOMd78C5c+fwW7/1W3j66afx6U9/Gm9+85v72uZmGIwTERERERHtX1prxLOzaFy6BEgFe2Ki54OyKgiw8JGPoPb00wCA0R/8QYx893f3tJ14aQmANuH40aP3fWCYiOiw0UojqMdoVCNUVwKE9RhaAW7OgptzWgendb2B4Pp1yHKfobiUCH77XyD+/P8ELAv+3/0JuF/7jW3rSGlCubZnciHS65kFInNdbLaMrwt0AOi1CuIvfQHxc09DvvhlIFOpLaaOwHld0m79obM79jPfCsulhow1lAag0zbsnq3gyAasuAHXs+COluAdTULyoSGG5ETURkoFGalWAC5jcz0KJOJAQkoNpTTGjxUxPJ570Lt7YDAY7wjGAeCzn/0s3vWud+HZZ5/F8PAw3vKWt+B973tfq9q7qdFo4Bd/8Rfxu7/7u1heXsZrX/ta/LN/9s/wV//qX133WNvd5mYYjBMREREREe1/8dISgosXIdfW4Ewf6SsoWf6d30H5D/8QADD0bd+Gibe+tafZlXJ1FToI4J17BN7JkzwQS0S0Ba00wkaM+lqE2mqIoBZBKd2qDLfs9ufRZiiuKmVYY+N9PNfHaPzrX4V87nOAZSP3994O5/VvBABEocLs3Qh3Xg4xdy/KFsXuPNH2CRBYF7p3vZ4JGjcL5DtWRXs+KTZZtn5fxLpl7TvYfT+775fouLHzsbe/X6LLfm28z+v3q8vX0MO+iI2+hp7/X8XmJ1Nsssw8trnieQKlURulERuut3fvPXStivjLz5qQ/IUvAnGU7tv4JJzHkkryM+d2/D2Rqeo0YXkcayhlvjVCS4ioAVcH8AsOvNFh5I5NwZ8YgzMyzBNUiA4BKRVUnIbeSmrEkUQcKESNGFJpqFhDSQUTv5rnBcsWsB0ByxJo1GJMnR5GaSL/YL+YA+RQB+ODhsE4ERERERHRYJCVCoKLFxEvLcGZmoZwnJ63Uf6jP8LSv/k3gNbIP/YYpn7mZ2Dlt39ARFar0JUy3Icfhn/mTE/BOhHRYaC1RtiQCJLK8KAeQ0kFx7Xh5mzYTvcATdcbaFy/Dt1vKB5FaPzmRyC/9Axg28i99aehX/l63LtjwvD52V0Ow4n2QL5gYWTUNkH5qIPSiI3ikLXrgbBu1BF/5XnI5z+H+CvPA2HQWiZGxuA89rWwX/dG2OdesWsnDmbDcik14iCGDgKIOIDjOfDHhjB0YhLe+Ai80WG4/vqTb4ho/1NSmd/zbNV3JBEFClEoTRjeDL6VTs5g0rBsy4TftmhdFhu0Sl9bDjB5aojB+A5iMD5AGIwTERERERENDtVoILh8BdGd27AnJmH5fs/bqD39NOY//GHoMIT38MOYfve74UxM9LQPcnkJ3smT8B95BMLzet4HIqKDRGuNKJBJm/QQYT2CjBRsz4KXczYMw5tUUinedygehmj8+v8D8i+fR5Qbwcrf+hnM6qOYn41aM4wBYGjYwvFTHo6d9DBcSk5s0kDr4Gz2cnK99SlzCFevW9a2ettGdMeNuuuy9svd9st80hsu22y/Or+GzmVb7Uvb19B1vzbb5y5fQ0/73Lnt7t+D3r4fuuuy1mF6rduua61bt2Wvp+s3b8suhylSbL/YsX/tpePpItF2W6OuUS4rNBroynaA0oiD0qiNkZEkNB9x4Li7E5brMIB84UuIn/sc4i8/CzTq6Z4PlWA/9rVwHnsD7AuvgrB7P4mxp33Rppo8qoeIaw3IRgjhOHCGi/AnxuBPlJAbH4KXc+B4NhzPgs2wnOiBUkon4baCjDPBd2janTdvzwbfQgDCErDs9MO2rQ2D760wGN95DMYHCINxIiIiIiKiwaKjCMHVawhv3oRdKsEqFnveRnD5Mmbf9z6o1VXYExM48u53w3v44W3fX4Uh5Pw8nOPHkDt/HlaO8+mI6PAJGzGCWozaaoBGNUYcSThuEoa72wuf7jsUDxoo/6tfxeyKh7kjj2N57BXITg8fLtk4dtLF8VMmDGer5cGRBtJJEN0s+e+4vW2dja4nPxXNcFqI9ssAkgsCsASSFCZtq968rXnZsiFsC0JYgGWZn1vbMp1kLDtZP7m/EIBlJeFO5nJrW1bb5VYwblmAsABo6FoN9aUKlm8sYnW+gfKqRGXNQqWKDTshFIasJChPQvNRG/nCzlaX6yiCfPHLiJ97GvGXvgDUqpkdKMJ57RNwXvcG2K94DYTr7tjjbkaFIeJqDbIeQjo+kCvALpXgDBfhDhfg+Tb8ggPXd+D4DMuJdppSOgm30+BbSYWwkcz4jk1FuIpV24lYrdDbErCcpOq7z+B7KwzGdx6D8QHCYJyIiIiIiGjwaKUQvvwywitXIXwf9shIz9uIZmcx99RTiG7fhsjnMf0zP4P8Y49tfx/iGPH8HJzJSfjnZ2AP9R7QExENmihM2qSXAzTWYsShhO1Y8HI2HK+38RL3E4oHDYW716u49fQVLPsnoEX62MMjNo6f9FphOO2MNGQGoFR7CJ3c1nm5rQq7eZ9kuRCAFqJ1n87guhVEC5iA2DLXTbgs2pfbyUkPtg1h2UlYnQbYsJIAWzRD72Zw3SWczobizXC6dVk80JMrtAZ0owFVXYNcXUW8WkZlJUSlaqNSt1FeEyivSgSN7pGD4wqUkqryZmg+PGLDce7/a9IyhnzpBcTPPw35/Oeh18rpwlwezmteD+d1b4T9qtdCeL13/OmHCkPoWg06CqFcHygMAcUStF+A5bmwbAu2a8H1beSaYblnwfE2HvtAdNjppOI7bXduQvAolIjqmeBbKtO1RZsndctCq8W5ZQtYzu4F31thML7zGIwPEAbjREREREREgyu6dw+NS5cAqWBPTPR8sFqurWHuAx9A8MILgG1j4m1vw/Bf+Svbvr+WEnJ+DlaphNzMDOzR0R6/AiKi/S8OpakMLweoVSIThtsCXt7pOQxvUvU6gus3egrFGw2Fe7dC3LkVYmEubltWysc4/sgwjp/0MHSIwvDOKuq2610qrLtVXbcF3JmX0bagGsgEyugIl5FWRTc3kK2qtqwksM5UV7dVVYvWZQi0V1W3Lltmy9mq6szlw9oIQAcBZLUGVV6FrFSg63VoAJHIoRK4qJQVVlekqTAvy7bRAi0CGBqyWjPLR5L55bl8/ycBaKUgL78I+dznED//NPTqSrrQ8+E8+hjsx94I59HXQexR1x0VBCYkj2NYOR9WqQQxPALtF6CEDRmb3wXLFnBcG262styz4Hr2tjthEA0yrTSkTNqZZyq/ozBGHCjEoUyDbwlooSEgICzAzgbfyazv/YjB+M5jMD5AGIwTERERERENtnhpCcHFS1DVNdiTU6aNaQ90FGHh134N1c98BgAw8j3fg9Hv//5tHwzWWiNemIfl+8jNzMCZnOz5ayAi2m9kpNCoRahVQtTLEeIghrBFMqv3/toxt0LxtQqs0bFNQ/FGXeFuEoYvLsRtM5qHKzcwtfyXOP3XvxGlV5zpe3920oatvDs/gPaq6s77JMvXtfwWojXDuq2qulXpvEFVdTOoblZHW3ZH+2+rFW63qqqz4XRzWbf23yINtVsh9iENqh8kHcVQtSrU2hripWXoRgNaSQjPh8jnActBpSJRXjEfq6sxyisSYdA9nnA90RaUl0ZtDJds2HZv/7laKahrl81M8uefhl5ayDyIC/uVXwPndW+A89rHIfKF+/kWbG9/tIYOAnMSgZKwPB/2SAnWyCjs4SFoy0YcKchIJWG5+bE2M8qTyvKkQwbDchpEzeBbNed7J5/jMEaUCb610lBSQ0NDaAFhozXbe78H31thML7zGIwPEAbjREREREREg0+urSG4eBHx4iKcyame51hqrbHye7+H1d//fQBA8X/73zD5Ez/R03bixUVACORmzsM9erSnxyci2g9krBDUYtQrAWrlCFEgIQRMm3R/Z+Zzq3odwbVrUGtrsMe7d/qo19IwfGmhvTJ8dASYvPI/MHX5vyFvB8j/1Htgn3q49/0Iw7SqOhtUA+uqrtvagW9UVQ1AaHRUVWfbf6O9qjrb/jvT7rtZTb2u/XcrhG5v/w1kK6w72n8DaYjNpPpQ0VJC1WpQa1XEKyvQtSp0LCFcFyKfh+V5rXUbdYXyamwqy5OPtYpEt9RCCGBo2LRiz4bmfm571eVaa6gbVxE//zTi5z4HPT+bLrRt2K94TRKSPwExNLwT34ot90c3GlD1OqAUrJwZz2ONjMAeGoZwHQAwraIjhTg2YaJW5lfMdm24noVc0W2F5Y5nwXEPT9cK2n+01mnoLRVkZKq7oyBGFCrEgYRS5udaSd16ERMWzGxvy4LtmOBbWA92fMRuYTC+8xiMDxAG40RERERERAeDajQQXL6C6M5t2BOTsPze51dWPv1pLH7sY4CU8F/1Kkz/3M/BHhra9v3l6ip0EMA79wi8U6cO5IEkIjpYpFQIqjHq1Qj11QBhw4Thrm/Dze1MGN60WSher0ncuRXhzsshlhfbw/CxCRvHTno4OtqA9bGnoO7eghguIfcPfwH28VM97YPWGnJ5GcJJKqYzVdbr2n9bmc+2vUH7b9HR8nvjCmt0m2FNtMu01tC1GmS1BrmyDFWtQYcBhO1A5PMQvr/u91xKjUq5GZTHKK9KrK5IRGH3KMPzRTK33FSWl0ZtDA/bsDapLtdaQ92+ifi5JCS/dztdaFmwZ14F57E3wH7sa2GVRnfiW7EprRR0EKQheT4He2TUVJMXh1oheZNSZr6yjBTiyJxAY1kCtmvCcb/owvNNVbnjmVnmfF9IO6EVfCezvZsheBQpRI0YMpSQshl8K0ALaKFhibTK27IFbOfgBt9bYTC+8xiMDxAG40RERERERAeHjiIE168jvH4DVqkEu1jseRv155/H3Ic+BF2vwz1xAtNPPgn3yJFt319Wq9DlMrxHzsJ76KGeW7sTEe02JRWCeoxGJUJ1NUAYSECbynDXT9pt7/Rj1moIrl+HqlZhj41DCIFaVeLOrRB3b4VYXpRt649POjh20sPxky7yBRtqZQn1j7wXevYOxMgo8v/wF2AdPdHTPmilIJeXYBWL8E8/ZGYbs/03HSJaw1RIV9cgV8tQlQpUEACWBSuXg8jlNhxtoLVGo65RXolbc8vLKzHW1lTbiIMmYQHDJVNZXhq1MZLMMPdz3bev7t76/7P332GSpmd9L/55Q72VOqfJcXfCKu4q7I4OOgYb+7JlwD8wBoMIBusgYQlJ5iIYiyAJsCxjuDCLkcA2QdjYpAP4YBMOcAAb0GyQdhXQ5pnZndy5cr3heZ7fH89bqcNMV3X3THfP/bmu3a6qN1ZPddVbz+e5v7eV5E8/jr7ycteOHNz7zuA/9Aj+Qw/jjk1sxa/ilhit7e+p2cQxGiefxxsbwxsZwS0WcXx/ze3WkuWO47QrybMFnyDniywXbokxNsK8W3qrxL6m4jAhidKYf20fN2l2SUd8d+S3692b4vt2iBjfekSM7yJEjAuCIAiCIAiCIOwtjNZEV64QvfgSThDgjY31vY/o5Ze5+ZGPoBYWcEdH2fcv/yXZ++/f8Pa60UAtLREcO0r2xAmcrshSQRCEu4HWhqie0KxG1MoRYd1WZWeyLpmcj7sNMrx97C4p3syMcv1qzPUrEcuLq2X4wSMBBw4F5AsdeaYX52n81I9i5m7ijE9aKT7TX8sKozV6aRFneITs8WO4eRkMFwQTRahaDV2uoMolTKMBgJPN2WryDUzuS5JWdbntWd6S5km8tvbI5hwrycc6kexDw17Pe5CevZHGrT+Ofvmlnu3dE6ds3PpDj+BOTm/i2W+MtiRv1G2HhHzBSvLRVJLf5ndktLE9yxMrzI024Dh4GZdM4JEteAT5jI1gDzx8keV7nlXiO43qV7EmjhRxqNDKxp+rxGAABzvJQsT31iBifOsRMb6LEDEuCIIgCIIgCIKwN4lv3iR84QVMnOBNTfU9aJQsLDD7r/810aVLOEHA9D//5xQefnjD2+soQs3PkTl4iOz99+Hmcv0+BUEQhE1htLGV4bWY2nJI1EjQxth436yH661dubmV6Hqdxc+9xLVXmtyY9yktd8lwByanfA4eDjhwOCCXX30+en7WSvGFOZzJGfL//Af6lmG9Uvw4bl7ejwVhJSZO0PUaulolWVrCNJoYrXCCrO1LnslsfF/G0Kjrrr7lNo69VtVrru+6MDza6lvekeZB4KIX5kiefoLkqcfQF57v3e7oCfwHU0m+78Cmnv+GnlcqyU2jbtsm5PL4ExO4I8O4hcKGU4KMNu0K4I4stz3L/YxLruiTaVeWp7J8GycvCVtPS3a3BHhrYkQcKpJQoVRHjnciF5x2b28R39uLiPGtR8T4LkLEuCAIgiAIgiAIwt4lWVoifP55dKWCNz3Td6y5bjSY+4mfoPH00+A4THzrtzLy9//+hrc3SUIyN4s/NUXu9GncAaLdBUEQ+sEYQ9RICOsJ1eWQsB5jtMEPPILcnZHhAJWFJpc/d5PLfz1Pudw1/OnA1LSV4fsPB+TWiVUG0LPXafy7H8UsL+LM7Cf/vh/AnZjs6zyM1qjFBbyxMRufLlJcEG6LUQpdr6OrNZLlZUy9jkkSnEzGSvIBk3CS2FAupZXlpVSalxJUsvb6+YLbjmIfGfMYdmtkn38C/fTjqBefsdnwKe7BI/hveATvwYdxDxzedplotMY0Gphmw0ryQsFK8qEhW0m+TiT9uvszph3BrmKN1jaO3vNd/IxLttgdwy6y/G6jVG/MuVaGJFYkYdrnW9s+4FrZSH3bt4N2b2/XTeW3L+L7TmCMIW4q6pWIRjli6Wadkw9Oc/RV/V1TCOsjYnwXIWJcEARBEARBEARhb6OqVcIXXiCZn8efmsbpo+IJ7ODwwn/6T1T/6I8AGPmyL2P8m79541VBSqHmZnFHR8mdPo03Otr3cxAEQbgVrQHfVmV42EhQiSETuGRyHp5/Z2R4eb7BlWeXuPLsEqW5Rvtxx4GpmVSGHwrW7THcjb5+1VaKl5dx9h8i//7vxx0d7+t82lJ8fJzssWM42Wzfz0kQ7nWMMZh6HV2vkywto2s1TBTieL6NW89mNyX2jDHUqrrds7ycRrHXa2tXl3teWl1e1AyVX6Fw8dMUnvkL/LjeXsfZdzCNW38Y9/Dx7ZfkSmEaDXTYxHFcnGIBf3wCb2gIZ6g48PFbsrxVXW7SX4nnu/iBS5D3yeb9dg/zTOCJLN8itNIoZXqrvmNFHNq481YMuladeHwwPZXeXnpb/k22nzhU1MsRjUpkf5Yj6q3blZh6OULFve8pb/qy4zzyFSfv0hnvPUSM7yJEjAuCIAiCIAiCIOx9dLNJ+OJLxNeu4k1O4fYpR4wxlH/nd1j6lV8BoPDww0y9//0b3o8xhmRuFjefJ3f6NP6kVCcIgrA5jDHEoSKsJ9RKIWEtRsUaL2NlyZ2Q4cYYyvNNrjy7yJVnlyjPN9vLHAemJuDgiQIHDgUE2Y2fj7ryMs1HP4KplnEPHiH3/u/HHe5vUpFRCrW0iDcxYaV4WuFqjCGJNEms1tzO4RYCY0C3MbiTW3/Dgfc56NMb8IDbc5476N/oFhuuu2SAY+2UilJjgGYTVa+hSiV0uYIOQ3Bd3FwOJ5fru1J6PeKoJctbfcsTKiWFWvtPl7wXMVS/RvHmswyVX2GoepV8cwF3atrGrb/hEdxj922/JE8SK8mjEMd1cYpD+ONjeMPDOIXCpo9vjGnHcietGHZje5Z7vkO2mOmR5X7Q279dsGjd6vFt+3i3xXdk485bj2ul0dr293YccNzuPt9Wfov43l6SqFXpHbcrvrsleL0Sk4TrvDGsIMj7FEYyBDmfB77oAK/5G4e3+ezvHUSM7yJEjAuCIAiCIAiCINwbmDgmvHSJ6NLLuCMjeAPEmlf/4i+Y//f/HpKE4NQp9n3f9/VVAZ4sLIDrkDt1isz+/X0fXxAEIQ5tZXi9FNKsJSSRspWCOQ8/01+7iEEwxlCaa3DlmSWuPLdEZaFLhrsO+44U2DceMj2akJ8Z71sCqVcu0vjpj0CtinvkOPn3fgBnaLi/c2xJ8clJsseOge+ThIooVGjVipX3cVw6rV3Xea72xi3WudWDawz73nIg+BbDxNsxgnzrc7nFogHPZeBh8IGf+9obbsv5D7zPWy7t/D8tSPV81/6XcXdE72ETRahaDV2uoMolTMMmRTjZnK0m77OFzW2Pp211eSmNY29J82Zjnepy1WSoerX937BbYfT0EXIPvRH35Oktk/jrnm+SoOt1W2Hv+ziFIv5kWkmeL2xi0syK43TJchvDbqO77evFIVvIkC3cW7Jca5PK7Y741koTNdMe34mtCNeJ7vk7dF1wfddGnftp3Pke/13dTVSsrezuqfSOeyq+4+bGpHcm51EYDsiPBBSGM+nPgMKIfSw/nGlfJ0mP8a1HxPguQsS4IAiCIAiCIAjCvYPRmujKFaKXXsLJBHhjY33vo/mFLzD7Yz+GrlbxZ2bY9/3fT+bQoQ1vr0olTBQS3H8/weHt74EpCMLuJ44UYS2hXg5pVGOSSOP5DkHO9prdbowxLN9scOW5Ra48s0R1KWwvcz2HfSdGOHJ2gn0Hfcy1y+hmE298ACl+6UUaP/1RaNRwj99H/ju+D6cw1N+5JglqaQlvagpn3yES5dge61mf/JBPfjhLtmj79O50BhWxA8v3W2432DIz4IkOLu23Xr7f8ckMK7YzxpDEmiRUhM2kI/USu6LjkFYLWwnqenemdcJKTJyg6zV0tZr2JW9gjMbJBLYveZ+tbPohCm11eWm5E8deKSv0Wr7caPKNeYbCWUZHPUZPzjB29jiFYX9br8l0HNue5FGE4/u4Q0W88Qm84SGcXH7LJHkLY2yP6ySNYldK42D7W3t+GsNeyLQj2P3AvWuvnUEwacV3J+7cPs84UsSNLvGt0gh6Y2eXuC49cectCS5sPVrpdox5T8x512NRI9nQvvzAtYK7JbrTn4WRjgDv53pIxPjWI2J8FyFiXBAEQRAEQRAE4d4jvnmT8IUXMHFi5Umfo5Hx1avc/MhHSG7exB0aYuZ7v5fcq1614e1VtYqpVghOniQ4dmzLK6oEQdj9JHEqwyt2EDkOEzzPIZPz8QN3++OAjWHpRr3dM7y23CvD9983yuEz4xw8NUYm66GrVcKLlwaX4i89R+Nn/g00G7j3nSH/7u/FyRf62oeOY8K5JczoJP6Bg2QKWfLDGQrDQbtaUhB2O1rZCO1WS4C4mRA2FEmkUYlqR2u7fkeCepntf8/oxiiFqTdQtSrJ0jKmXsfEMU4Q4ORyfbe0GQStDdWK6lSWL8WUF0JC5a+5vm8iRoqa0QMjjIz7jIz5jIx4eP7W/950FGGaTUwY4gQZ3KFh/PEx3KFhG0e/Tf9Uxhi0MulrxcpyTNqzPOOSyXvkChn8wLvrstxog1JpnHlX5XccJSShJolUR3wrOwnHcRwcl3Zv785/u0f47xa00jSrcVrV3anwbsWc1ysRYW1j0tvLuGmld6ZT8Z3K7lb1dya39t/toIgY33pEjO8iRIwLgiAIgiAIgiDcmyRLS4TPP4+uVPCmZ/qW06pU4uZHP0r0wgvg+0x9x3cw9Na3bnh73WiglpcIjh4le/IkzjZWUgmCsDtQsaZZj9u9NJMwwXEdgvwdlOHXa1xOZXi9FLWXub7DgftGOXx2ggP3jZLJdt4zdaVKeOkSOmzijfUvxZPnv0Dz4z8GYYh36lXk/tn34ORyGztnbYhjQ9SIUeUS+QMzjJ45Tn48b2X4HYiXF4SdgO05rdrSPGokRI2YJLEVtQaD66R9ke9gHLsxxvbcrtVIlpbRtZqNFvd8K4Gz2W2PNO8mbGpKCxHLL16ldK1EJQyo5fZh3LXfK4aGXUbGfEbHPEbGPEZGfXL5rfu96ShKK8lDnGy2Lcm94hBOfmPvg5ulu2e5TgxgcFuyPOeRLWTIZL12FLu3BaK5Jb51q793+jOJEuIu8W20rXw3jsExDo5Hu7e3iO/twWhjW7b0VHrHnZ7e5YhmLd5QCwnXc3orvVP53f1YJufd8QQtEeNbj4jxXYSIcUEQBEEQBEEQhHsXVa0RvvA8yfwC/tRU33JahyHzjz5K/bHHABj7hm9g9Cu/csODOzoMUQvzZA4eInvq/jtSQSUIws5CJZqwntCohNQrMXFT4Ti2V2Ymu/2DxcYYFq/WuPJcKsPLHRnuZdxUho9z4L7RNSuurRS/iG6GA1WKJ898lubP/gTEEd7Z15L79u/CCW79Xqi1IYkNUWRwAM9JCMIyI/cdYvjsffgFeS8VBLCCK0k0qlVdHirCRlcce2zAuXNx7MYAzSaqXkOXSqhKBd0MwXVxczkryu+gJAcwKiF+7hlKn3mW0isLVPxJqkOHqBYPEQfDa24TBE4qyb22NB8a8fC8zb1f90ryHN7IMN7YGF6xuOHJQltFu2d5K7bfWFnuZVwyWY9cwSeT9ds9yz2/99+tFeXeqkxXsa3ujsOEOLKtAbS2lcdambZkdVw7Ect1W69FB8fd/gkc9wrGmLQ1S1eFd0+ld0yzEm2oFYTjOjbKfDjoqfTOD2fSmPOAIL+9LQoGRcT41iNifBchYlwQBEEQBEEQBOHeRoch0YsvEl27hjc+gdvnwKNRiqX//J8p/4//AcDQ3/7bTH7bt224At3EMcn8PP70FLlTp3CLxb6fgyAIuwutrAyvV2MapZCoJcOz3h2pnDLGsHC1ypVnlrjy3BKNStxe5mVcDt4/xuGz4+y/b+SWFdebluKf+zTN//jvIInxXvMQuW/75ziZYO1jaUMcGZK0r3ImcMjnXQIvwastkT9+jOx9J3H8rY1bFYS9yEBx7L6Ls8W9mE0UoWo1dLmCKpcwzSYYg5NNJfkd/ns2WqNfeo7kqceIn36CsK7akrw6cpTqxEnq3ih2Sk4vjgNDI1aW2+pyn5Exj1xuMNGvw9BG0CcJbi6LOzLSkeR3aSLlSllujMH1HBu9nvXIFny0hriZoCKFUi3xrcE4GKeTWtDq8+35Ir63CmMMUSPpVHqX4x753ervbfTtlaTjQG7YxpjbSu/uaHMrvbPFnSm9N4KI8a1HxPguQsS4IAiCIAiCIAiCYJKE8OJF4pdfxhkaxhsa6nsf5d/7PRZ/6ZdAa/IPPsj0d30Xbn5jgy1GKdTcLO7YOLnTp/Dk+6kg7Dm0NoT1mGY1prYcEoUKjJXhQc7bcuG0EqMN81eqtmf4c0s0qx0Z7gepDH9gnP0nRvEytxc5qlIhunQJE0Z44+N9n0/y9BM0f/6nQCm817+J3Dvev0qCdctwx3HIZCBfdMnmPLKBA1HTtqQ4fty2pOizJYYgCL2sGcfeTEhiK0SNsX+L3bLc9bdGapo4QTfq6EqVZHkJU29gtMIJsrYvebD2pJntwmiNfvklkk8/RvL045iFOQCU61MbPkL91CPU9j9ANTtNuQJxtLbmCbJOjygfHbXV5e4G3/ONMZgospJcJbjZHN7oCO7oGN7w0F1vxdOaZNES5o7T29u7dXu3CtSdgjGGuKl6483Ttivdj2m1Md2YG+pUddtI80w72rwwEpArZrb9uuRuImJ86xExvosQMS4IgiAIgiAIgiCAHQCNrlwheukl8DP4A4ie+hNPMPeTP4mJIjLHj7PvX/5L/MnJDR8/mZvDLeTJnTmDPzHR9/EFQdhZaG2rt5rViFopImokGA2ZnEsm529YjAyK0Ya5yxWuPLvE1eeWbU/QFD/rceiUrQzfd2JkVQzurdisFI+f/CThL/170Br/DefIfut7cDwrxbUyRLGNSnddh0wA+YJLLucRZJ3270w3GqjlZYKTJ8gePy5SXBC2iVVx7JEiqifEoWr3hYY0jj2NYrf9ywePRDdaY2p1VK1KsrScVk7HOJnAVpIHwR0VrcYY9OWLJE89TvLUY5jZG52Frod79jUkr/0i6odfSznMUl5WlEoJtYpec3+ua6vLR7vi2EfGPLLZW//OjDGYMETX66AVbi6HNzqKOzqKNzSMk5HEjN1K3EyoV+Kunt6rK71VvPbraSXZot/p491d6Z32984NZe75vuwixrceEeO7CBHjgiAIgiAIgiAIQjfxzVnCF17AxDHe1FTfA6/hiy9y86MfRS8v401MsO8DHyA4fnzD2yfz8+C55E6fJrNvX59nLwjC3cZoQ9hIaNZi6qWIsB6jjSET2Mrw7R6M1tow90pLhi8R1pP2skzO4+CpMY6cHWfmeH8yvMWmpfhj/5vwlz8OxuA//H+S/aZ3oXHbleGu65DJQqHgks32yvD2c6zX0eUSwcn7CI4fu+M9iQVB6K0UTmJNFCqiWmwfSzQ60RgHPNfp6l/efxy7MQbTaKBrNZLlErpatT24Pd9K8mz2jr4HGGPQ1y6TPPUY6qnH0devdBa6Lt6pB/AfegTv9W9GF0eplBSl5YRySVFeVpRLiiReWwnl8g4jo2lleVplXhxy15xEZYzBNJvoRgO0xs3n8EbH8EZGcIeGRJLvIJKou9J7hfxOfybRxqR3kPe7Kr0zXRXfaaX3UGagz/Z7DRHjW4+I8V2EiHFBEARBEARBEARhJcnSEuELL6DLZbzpmb4rEePZWWY/8hHiK1dw8nlmvuu7yD/44Ia3V8vLmCQme/8pMocOSvykIOxwjDFETUVYi6kuh0SNBK00/p2S4Uoz+3KFK8/ZyvCo0ZHhQc7j4OlxWxl+fHhT57JpKf5Xf0r4K/8RjME79yXw1e9AaRuzmw0gX/DI5lwywWoZ3j6HWg1TKRPcfz/B0aMixQVhh6GSVv9yhYo1YSMhatg4dp1ojAYcBo5jN80mql5HLy+jKhV0MwTXxc2lfcnv8HuCvnHVVpI//Tj68qXOAsfBve8M/oMP4z/4MO6ETRAyxlCv6bYoLy0nlJcV9do61eUejIx4jIx5PdI8E3Sep9HaSvJmE8donHze9iMfGcEtFu94r/Z7CRVrK727enk3uiV4JSJuqg3tK5PzrOBu9/LOpJXe6WPDwYZanQi3R8T41iNifBchYlwQBEEQBEEQBEFYC1WtEb74AsncHP7UdN89HFW1yty//bc0//qvwXWZfNe7GP7SL9349pUKpl4jOHGS4NhRiQkWhB1Gq99nsx5TW7aV4SrR+IFLkPO3vWJLK83NS7Yy/NrzS0RdA+9B3ufQmTEOnxln5tjmZHgLVakQXbyIieLBpPj/+iPCX/0Fe+fcl+L8w28hl/MoDNmq8CC4vRhT1ap9X7z/foIjR2TSkCDsEowx7cryJNIkUULYSIibm4tjN3GMrtZQlTKqVMI0m2AMTjaV5HdYCOv5m+24dX3ppZ5l7vH78R96GP+hh3GnVicCxbGhUkooLbcqy22VuUpWrQrYFhOtnuWtKPbikAutSvJmA8eYVJKP277khYJI8j5Qie6q7I574s3t43HPRLRb4Wc9CisqvFsx563qbz+Qa/07hYjxrUfE+C5CxLggCIIgCIIgCIKwHjoMiV58kejqNbyJCdxcrq/tTRwz//GPU/tf/wuA0a/+asa+7us2LHPaPXQPHyI4fhw3L4M3gnC3iZoJYT2hVgoJawlJrPAzqQzf5koulWhmL5W5/OwS115Y7qlCyxZ8Dp2xleHTR4e3tH95W4rHCd7YWF/bJokh/OPfw/w//wUA70vexug3/RNyaWX4Rt8PVaWCadQJTp0iOHxYpLgg7AG0Nu3K8s3GsZsksW0WKlWS5SVMo4FRCifI4uRyuEFwZ5/b4jzJ04+TPPU4+sLz0KWB3CPH8R96xEryfQfX3YcxhlpVW1G+nFBKq8wb9bWryz2Pnp7lIyMuw7kYL2kC4OTy+BPjuCOpJL+HJ11qpWlU4rb4tpXevTHn3a1IboWXcXuizTs9vTsSPJO9d3/XOxER41uPiPFdhIhxQRAEQRAEQRAE4VaYJCG8dIn40iWcoWG8oaH+tjeG5V/7NUq/+ZsAFN/6Vqbe8x7wfTtGasBgx0tNeqN9G1BRhF5aJDM6TO7kcYJ9M9seyywIQi9xqAjrMbVSSLNqZbjnuwR5Dz+zvYPdKtHcvFi2leEvLBOHXTK86HO4JcOPDPfdu3dDxy+XbXz6BqW4MQaVQBxrlAL3z/8H+vd+FYChr/j/MfFN34DbZ9SxKpcxYZPc6dP4B6W9hCDsdW4Xx661rS53vTSOPWN/tt4bjNaYWh1Vr6GWltD1OiaOcTKBrSQPgjv6PqJLS6innyB5+nHU81/oleQHj+A9+DD+Gx7BPbCxST9xZKPY29XlywnlskKvk9hdKLpWmBc1w7mYkWGHwmSezMQE7vCwjVvfQ20ptDY0q3G7urun0rts482b1XhD+3J9pyvavLvSO9N+LJPz5HNplyFifOsRMb6LEDEuCIIgCIIgCIIgtDDaYNpi2rTFtVaK6Oo1wosXMa6PNzq2SmC3bhtjTbc2Bq3BaPt49Jd/SvTffh60wrnvAfx3fCdOvojBHqNnX+3HUmsOmEYVVysy+6bJHdpPMJTDz7h4Gc8ODHu2R6fnubiesy2CTBDuJZJI0awlNMoh9WpMEiq8jEuQ87Y97lTFmhsXS1x5ZolrLy6TRJ3qwNxQpi3Dpw4PbevfuiqXbaV4om4pxY0xJImVNVqD7zsEWQf++Lep/85vADD6NV/D2Nd+bd/yQJVKmDgmd/oUmYPrV1YKgrC3WTOOvZkQN9I4dqVBG3Cctij3fBvHbpoNdLVGsryMrlYxUQiuh5vP42Szd1QKm0qZ5LNPkjz1GOrZv6bbZjszBzqV5EeO9/V+qXWrujyNYy9ZYd5srK2ffB+Gi4aRYYeRyYDxw6OMHx4nMz68oyWvMan0TqPM2xXeXb29m9WYjVg313PID3dVenfHnA8HFEYyBHl/R/8+hLUx2qC1QStjb6uu++ms5JljIwxP9JcGJqyPiPFdhIhxQRAEQRAEQRCEnUtHTvfKaqNNWxy3q66719Gt+13raSuqtdZ2eTpgYtIBk/b20CWqu49jSJZKRNeuQZLgjozYciXAaW2Tnndr/Kzz08FxQD/3OfQn/h2ETZg5SOZd34M7OWMH3Jx0P07v9o7jYFLJrpoRSakMQ8P4M/twCq3qdQM4eL6D47q4LviBh5dxyQSr5XnrtshzQegliRVhPWn3E03CBMdzCHI+fuBu6+B4EituvGQrw6+/1CvD88OpDH9gnMlDQ3dkkF6VSrZSXGm80dFVy40xJLEhjg3agO855PIu+YKNSK/95q9S+q3fAmDs67+esa/+6r7PIVlaAq3InTlDZv/+TT8nQRD2Hlq3hLkiiXSa8GGTPVSs0cpeKDquleWuiiBqQqWMKpfRzRBcBzeXt9Xkd1KS16skn/20leTPfA6SThWzMznT6Ul+7L6BzysMW1Hstm95aVlRLSv02mnsFIsOo9M5xvYXGTs0yvi+AvmRO1Nhb4whrCdrVHrHXb29Y/s94DY4DlZ6tyu9OxXerZjzbEGk926j9d2tR3p3C2/AwUkTJex3HdcFz3fxAy+dVGwnEeeK0td9KxExvosQMS4IgiAIgiAIgtAf3QIaveL+OoJ65eOt+1q3qqo1RnXJar1aVnfvC1bvC+PYxx370yGN02zfNh0BnYpqK6OdtozeyHJVrRBfvoyp1XDHJ/oeqFRXX6H5M/8Gs7yIMzxC7p99D97x+zf++9caXSqB45DZvx9/3wyO79vfp+r8Z6sjdNfAp5Xnrufgelaeexk7SJQJXNy0sqpVcd6qPhd5Lux1VKJp1mKaVVt9FjcTHNexleHZ7Y1HTSLF9ZdKqQwvoeKOqSiMBBw+O87hM+NMHCre0cF7VSoRXbyE0b1SvCXDo8i+9/oZh2zOyvBs1sXP2Ik8S7/8y5R/93cBGP/mb2b0H/yDvs8hWVoCY6wU3zezZc9NEIR7A6U0KupEskdhQlRLSBKDihXagElinGYTJ6xBtYwThThonGzOSnLfv2Pnaxp1ks8/ZePWP/80xFF7mTM2gd+KWz95etPyXmtDtWJleakVxV5ShM21VVUm6zI6U2BsX4GxmQJjM3lGpvJ4mY2fhzGGqKE6Pb27enm3qr8blSidyHAbHMgPZdrV3d39vVuP5YoZuYbdRdxKeNsve+lkZPd2wjv9HuN1JgJLktadQcT4LkLEuCAIgiAIwuBo1RVlFyviZkLU6IqCc9eQTS3B5KaVka6LAx0B1ZJROO2KSboqLmmte7vlrcfaJZitx7uqO7u366zWc569jztd1ZzyxUrYWbQlMqyS1WtVWK+S1bpbZnfL6U6FdbewhtXR4W1Z3dpXl5A2LTGd/mxJbLoF9Fq3uc1yp/NecEd7RTaaRJdfQS0t4Y2N9z1wqpcXaX7sx9BXXoZMQO6fvhf/9W/qbx/NJrpSxpuYIDh4EHcDvc+75Xk7VlBptLbSvFXzbgeV3M6AU9bDD9yuWNLu6nMXVwabhF2GUpqwltCo2kH5uKlwHMjkPDLbLMPjsCXDF7nxUhmVdMnwUSvDj5wdZ/zAnZXhLdTyMtGll9tS3BhbFR63ZHjgkM+55PIuQc7F9zvnaLRm8Rd/kcrv/z4AE+94ByNve1vf55AsLOB4LrkzZ/Cnp7fsuQmCcG9jjLH9yyONijVxpIjS/uUqjIkqNXS1jqqWcaMmrlF4+QC/kMcNgjt3nmET9YXPkDz1OMnnPm2ThlKckVG8178Z/6FH8E49gONtXcVrs6nbPctLSwnlpZhqzWDM6s8ix4GhiZwV5fvyjM4UyA9l0ljzrgrvtgSPez7vbkWumCE/ksabd1V9tyq9c0MZufbcJfQKb91zH1hXeLeSr/ygNWlXhPdOR8T4LkLEuCAIgiAIwu1Zs59bPSEOFSrRqNjKuJZAaXuvdmPc1n7ouWFWLUvlWmsQ2IBxDF0qu72yccAxjv3Jim3X2K5bovcK9q59ryHXOhWjvbSFHIDbK8wdt7Of9rHcrv24Li5A+quyX+bWP8/O4x0p2Hm8dzKAs+Jke85z5XatVVvbtdZpP+50NpHJAAOxVr/qHqm8hqxuV0W3t08fVwatdVpdbdqCsx0Zvo6s7o0T75XV3XIax4DuldXd4rlTSQ2t1+K6y7sf28OYOCa+fJl4dg53ZAQ3m+1v+2aD5s8/ivrrp8FxCP7RNxP8zb/X3z60Ri0v4/g+mYMH8KenN11F1HltdVWgp4NZ4KR156Y9eOV5TqdaI9tVdd7V79z1RZ4Ldx+tNGE9oVmNqZVCopYMz3pkctsvw6+9sMyV55a4caGETjrDgcWxrK0MPzvO+P7CXX3vbElxrRQ6P0Ic2/PMZGxMei7vEmR7ZXgLozUL/+E/UP3jPwbHYfKd72T47/ydvs8hmZ/Hyfjkzp7Fn5zc9HMSBEG4HUYb+123FcfeiGgsVIhKNaKFJZJqHRPHuEEGv5jHzwV4vnNHrm1MHKGe+RzJU4+RfPbT0Kh1FhaH8F//ZvyHHsY785ptqXBXylBeDCnPNyktKyo1h3LVsZOlBiBb8Duiu7u3d9djrnfn4uyFwVgpudcU3k4qvN30+4ALXmZt4e21Jtum4nuvf4/ci4gY30WIGBcEQRAEQehFJZ24ORVrwnQGfRJrdGKrRnHA851O5aC/c7+4tC+32wWtpmsZXcvWl/jtLVZK/PX203WFv2o/q5atmAxAp7a2bbKNASddrT0Z4NaTCHr+OVZNBnB6ltnH1xDz3btwOje6pXpPKgBOKvs7X4Jb+3bakwjWqAS+zXn2JACseZ5O1/Ku81zj+a2cDGC6KpzXEtT21792v2rdXU3digA3a/er7pbdq2X1CkHdel04ztoR4O1/h14ZveHlO/RvdbdilCK+dp3k+jWcfAG3UOh7+/DXfpHkL/4EgMzf/HsEX/1NfcttXa+j6zW8yUmCQ4dw8/m+tu+XdrJAjzhvyfNWNsDG5LnruXgiz4VtQmtDVLeV4bVSRNRMwFgZHuS8ba00ipoJ118ocfnZRW5eLPfEww6NZzn8wDiHz0wwti+/I96b48Ul6i9eIgoN3vAwmcAhV3DJpzLc89Y/R6MU8x//OLU/+zNwXabe/W6GvuRL+j6HZG4OJxtYKT4xMfiTEQRB2AKU0iShIipViZdK1G8s0FyqkjQiFB4EOdwg05Wm4+B523e9bZIE9dznSZ5+nOTpJ6BW7SzMF/Bf+0b8NzyM98DrcDLbU+Guowhdr9OsxVSaGSphhmrdp7ScEDbUqkhzW+ndeczzRXrvVHqSw1YKb9X6ftoaB1gtvP3Axc+k7Zl6KrxFeN8LiBjfRYgYFwRBEAThXmXlrPgoVET1xArxJJXgDniug5fpxOdKVNXOpufrxYrJAD3fPAaV+LfZT++y3v10lq1R3e+01utMBjBdleytCtXu7exkgTUmA6yQvz2TAbrnBDjOmhHg9vAdWd3br9p07WSdftVd8n695T3R3yKrdz3GQDJ7k/jKFXA9vD6/WxpjiP/od4l+578B4L3+zeS+9T04QZ8V6EmCLi3j5HJkDh7Em5y8q6+t9eW5ofPXa9p9zFtyPBOsjm23A2ydwTVBuBVGG8JGQrMWU1sOiRoJxtgeqZmcv60TMKJGwrUXlrn87BI3L5bbnysAwxM5Wxn+wDij0ztDhmuliUNFc3aJ+No1fM8wtG+UXN4jyDq3lOEtjFLM//RPU/uLv7BS/H3vY+itb+3rPIwxJPNzuLmcleLj44M+JUEQhG1F1WpES2Wi2QXCxRJJtUEYOyg/h/azaNP5rmKvXdKf7tZe8xulUC8+g3rKSnJTXu4szObwX/sQ/oOP4L369TjZ3JYdtxsdRZhGw/ZDD7K4w0P4Y2N4xSGc/PYcU+ifnmtyvfJ2uk76f9d1rPBOExFa1d2+L8JbuDUixncRIsYFQRAEQdjr3LKPWmJQiWrLRi+TVvRlXBEPwq6huxK7/WMDkwGMYbWsvkv9qoW9QbK0RPzKK+goxhsf7/s1FD/5ScJf/hgkCe7x+8j9s+/BHR7t+zx0tYoJm/jTM2QO7MfJ7dyBydvJc4yDcVbLcz9wyaRRjK7n2vjFrmot+Qy79zDaEDUTGtWYeikibMRoZdqV4dv5mgjrCddeWOLKs0vcvFTpkeEjU6kMPzvByFRuR3y2aKWJmoo4UriOgxdWcWdfIRs4FPZN4G5AhrcwcczcT/0U9fPnwfOY/s7vpHjuXF/nY4whmZ3FGyqSO3MGb2ysz2ckCIJwd9BhiK5USJaXSebmiMp1VAI6k0P5WWLtkcQGpWyCCSattO2qLt+KyVpGa/SF523c+lOPY5YXOwszAd6rH8R/6GH81zyEk+8v3Wij6DDENBqYOMLJ5nCHhvDHrSQnl2MHfPztOTYivNM1O/27vRXCO+OlUebuKtntuiK8hY0jYnwXIWJcEARBEIS9hFbdfcAVcZgQ1hVJrFGxQttE7vYXn5YIly87giAIW4OuVAkvv4KpVnHHJ/qORFcvPkvj534CalWcyRny3/EvcPcd7P884hi9vIxbLJI5dCgV9X3vZkdwK3luMDjdPQxbsexeKs+DFfK8p/pc5PluxxhD1FSEaWV42EhQiSYT2J7h2xnXGtZjrj6/zJVnlph9udwzEWt0Ot/uGT4ytb1tDTaKSmxleBwqXNchyPsURwO8Rhn98gu4jtN3dLmJY2Z/4idoPPkk+D4z3/3dFN70pv72YQzJ7E284WFyZ8/2nbghCIKwUzBxjKpWUaUSydycnaiYKEwmwGSLaC9AJYYo1sShJkmwwtzYDB13hTAf9Du60Rr98oWOJF+Y7Sz0fbyzr8N/w8P4r3sjTmFoa578CtaU5GNjuENDOCLJb8u6wluZ3hQ2WCW8W3HmfuD1Sm4R3sI2I2J8FyFiXBAEQRCE3YjRhiTRqMhGocehImwkJKGNQVeJrbRznK4Y9Iz0bhUEQbgTmEaT8PJl1NIi3tg4ju/3tb2+eY3Gz/wbzPwsFIrk3/VdeKce6P88jEFXKqAS/H37yOzfj5PJ9L2f3cDKAcT24KE2dsDZpC0OPNoDg57r4Gc92/d8DXluB6dFnu80jDE2+ruWVobXY1Ss8QKXIOdvqwxv1mKuPrfEleeWmHu50iPDx/blOXzGVoYPT+6MlAaVaOKmIokVjuuQzWcojAbkihmCvI+an6P53HOA03d0uQ5D5v7tv6Xx9NM4QcD093wPhYce6msfRmvU7E3csTFbKT483Nf2giAIOxWjFLpaRVUqJHNzqEoFwhAyAW6xiJPLoTUkiUElhiQxRJEhCjVagVKtFlKbi2M3xqCvXCJ56nEryW9e6yx0Pbwzr7aV5K9/M87w9riR3rj1ALc4hD8+fk9KcmO6rk9XSO/1hLfXqvC+hfCWdkPCTkDE+C5CxLggCIIgCDsdlbSqwNNe4I2EqJmkVeAag8F1nK4qcFd6PAmCINxlTJwQX7lMPDuLOzyCm+2zX3ilTONnfxx98QXwfbJf/U34f+PvDPTerqMIXS7hjowSHDyAN9p/PPteQSu9WpwrK88BHONYeZ72VvRcBz/w8LIemVSe28/btPLGF3l+p4iaCWE9oV4KadYSkkjht2R4Zvv+DRrViKvPLXPl2SXmLlfa7TgAxvYXOHJ2nENnxhme2CEyPNbpdaLB821leGHEyvBs3sdJJ0nGs7M0n30OnAGkeLPJ7Ec/SvPzn8cJAma+7/vIv+51fe2jI8XHbaX4ULGv7QVBEHYLxhh0rYYul4kXFtClErrZBNfDLRZx8/l2wpBtg5YKc2WIY00cQhxrVCrMHQaLYzfGoK9fQaWV5Pra5c5Cx8E79QDeQ4/gv/5NuGP9JYhslJYkN1GIk82mkrxVSZ7ftZL8tsK7pQDTcZvbCe/ePt4ivIXdgYjxXYSIcUEQBEEQdgpaG5JIoWIrwqNQEdViK8ATjU40xgHP7aoC9932AKcgCIKwszBKEV+/TnLtGk6+gFu4fU9HK23twKdqRtR/87+gnv08mbhK7vQpct/4LtzRsf7PRWt0qQSOQ2b/fvyZGZxMf5Xs9wr230D3DnCmA5ut6PZWbLvrd8VWZv1UnjtdAr2zjkxY6584SmPSyyHNqpXhnu8S5Gyl/3bRqERcec72DJ+/XO1ZNn6gYGPSz0wwNN7fhJftIolVWhmu8TN2skBxLEu24BPk/FXXivHNWVspPogUbzS4+ZGPED7zDE4ux74PfIDcq17V1z6MUiRzs/gTE+TOnMEtihQXBOHeQTcaqHIFtbRIsriIqdcxgFso2mpyb/Xnm9atynLWjmPXaZWxSyrL0zj2W4wV6JvX23Hr+vLFzgLHwT152laSP/gw7sTUVv8K7PFbkjyOcDKZtCf5+I6S5GsJ79Z928N7HeGdtvTxAg/f70huEd7CXkbE+C5CxLggCIIgCHcaOwu81Qdck0QJYSMhbipUYpcBOA6p/Hba/VEFQRCE7Udrg050uzVFa3JS67ZKrDRViU3uUKp7fbte9/ZJrUFSraO0g3Y8O7ipsPtIBzOVskL8ViMEjk4Ikiq54Rz5yWGyOZdc3iWbc8jlXLJ51/7MOetWDulmE10p442PExw8hDu8Pb0l9zoteW5WRbeDcQwODo7TiW13vVSeBx5+xutUnLfkebqOyHNIImUrw8sh9UpsZbhnK5+3U4bXyxFXnrUx6QtXemX4xMFiKsPHKY7tEBkeKaKmnVDpBx7Zgk9hNCBbyBDkvHVfS5uR4qpWY/Zf/SvC55/HKRTY9/3fT+7Mmb72YZQiuXkTf3rKSvENTBgSBEHYq9hUnzLJ8jJqfh5dq2GMwc3lrSS/TQscpcyqOPY40qjELmtdV7ZEeSuWfeVnhJ6fJXnaxq3riy/0LHOP34f/4MP4Dz2CO71vS59/+/jtSvIIJ8jgFot44xN4Q0WcfGHLJbnRvZJ7PeHd6t3tuK7tAe/b6u5Vwttf0ctbiheEexAR47sIEeOCIAiCIGwnSrX6gNso9ChMiGqJ/fIaK7RuCXCnXQHu+jIwLgiCYLTpEc09clpZId2W02vI6Pb6yqTyWqOT7vVX3reiUyV2UGwn4KYxmQ4Qx/2dU5B1rDjPOak8T6V53iEbOLYCveCRP3IAf3p6zeokYXNobaw4XxXfDmDAWUeeZ1z8wO+R592DrnvxGkHFmmY9pl6JaJRjkjDB8RyCnI8fuNv2nGul0MrwZ5dYvFbrWTZ5qMjhsxMcPjNGYfTuy3BjDEmkiUOFSjR+xiNX9CmMZsnmfTK3kOEtrBR/Fhy3fyleqXDzR36E6MIF3KEh9v3AD5C9//7+noNSJLM38WdmyJ0+jZvP97W9IAjCXsbEMapaRZVKJPPz6GoVEydp5Hhxw2151oxjj9I49sROzDSk4xA9wtx+huilBZKnnyB56jH0S8/1zNp0Dx+zleQPPYK7/9B2/BqsJG82rST3fdxiAW9ickOS/FbCu902pz15cbXwthMYe9N/RHgLwsYQMb6LEDEuCIIgCMJWYLSx8ju2fcCTUNkq8DQaXSsDGButlQpwLyNfrARB2NmslNM94lmtUUW9lmhOK6rXXqfrfiqwd5qcdlrtK7pisdvv437rMRfPW3F/xYQnz3dx4ghdWsAJG2RGR+zytHKn3WfQS3tGur3xl1oZGtWI6h//EfXPfI4oGCEaO0jyqkeIgmHChqbZ1IRNc8uq85V4niGX98iP5siPZMkVM+SG7H/5oQy5oYBc0SfI+3tSyN5tOlHtK+R5qx/lSnnughd4ZAIrz1dWKe0mea4STVhPaFRC6uWYOFQ4DjYmPXt7yTsotWUrwy8/u8jS9XrPsqkjQxw+M87hs+Pkh4NtOX4/tGV4M0Epgx+kMnzExqRn+vg9xTdv0nzuORzXwxsb6+s8VKnEjR/5EeJLl3BHRtj/Qz9EcPx4f88lSWx8+v795E6dws3tjJ7sgiAIOxGjNbpSQVUqJHNzqEoFwhAyga0kz+X6/pxsx7ErG8ceR5ooNCRpgpFJhXl3HLtTW0Z/9kmSpx9HPf8F0Lq9P/fAIduT/MGHcQ8d3ZbP7ZYk12GIcX3IF3BHx3ByBUw2Z5N6WF94e35HdnsivAVhWxExvosQMS4IgiAIQr+olgCPbRR6VI+JmglJbFCJojX92st0y5O9HYOeRIryfIPSfJOonuC4aTybY386rv2S6qQD/D33b7Wu27VNet9KgrWXde+/vb81lrW2aa0jCDuZjpxerwp6A3L6VpHg3eurXvm9W+S067np8vT+KnHdtb7n4mXSbVbK7ZUy23Nv2ZtxEEyjSXjlMmphEW98HMfvv8938vwXCD/xMczSgu0Z/ve+iuDvfxWO52OMIQpNKsk1zYaxP5uasGEft7c1Sm38mI7rWFneJc5zxZY879zPFX1p/bHF9Pa11O3bRtOu4rJRn27a29LKcz9wyQRe+7Xe09/yLqXTKKUJawmNWkyjFBI1FI4Lmay3oYrnQakuNts9w5dudMlwB6aPDHP47DiHzoyRH9ohMjy0MenGGLyMR2EoQ37ExqRnsv2nO8Q3b9J89lkcz+9biidLS9z84R8mvnwZd2yM/R/8IMGRI33tw8QxydwcmYMHyZ66f8NVj4IgCELa57pWR1fKJAsLqOVldKMBrmcryQsFHHfway87gTWNZFcQhZoojWPXGltpbcBtVnGe+RTms4+jn/s83ReSzsz+NG79YdyjJzf8ed66ntGmVe2dPl/dnh9o9+84oBKImhBH9hpnuEhu/xSZsRH84SJexl/Vy3urr+MFQVgfEeO7CBHjgiAIgiCsh1a6Lb+TWBE3E8KGrQhXibLCyDipcHHaVeB7WbQmsaIy36Q036A8Z0V4eb5BvRTd7VMbnPWE/UrBfhu5j7PW8lTKs2ICwDrL1hT3rXXXOT/HSY/d3sfmJx+seew1Jxh07/PWv8fefe6+CQndcnrtKuh1ZLPSqHiDcrprvztWTq9RBT2onF61/Yr1t1NO321MnBBfuUI8exN3eGQgSWTqNcJf+0WSJ/4SAPfYfeS+5T24+w5sbPs0ZrPZ1DQbmsZynWYtJvYKRE6OZkPRrMY0qzFRsw+DDmQLfkeUtyrP17i9nf2i7zW640K7q89Nq7DLmJ4+mZ4HXsbDz3bkeXfF+VbKc600YSOhWYmplUKi0E4iDHKerXjepr/vykJLhi+yfLPRWeDAzNGWDB8nV7x1/9Y7gTGGOFTETXt96Wd98sMZ8kMB2aJPZhN/K20p7mfwRkf72jZZWODGhz9Mcu0a3sQE+z/4QTKH+ovOtVJ8luDQIYJTp3CDuz/5QBAEYTejGw1UuYJaWiRZXMTU6hgH3EIqyQeYdLkSY6wkbwnzJNZEXXHsqlqFZ56Czz8Bz30Wkri9rTMxhffgw7ivfxiO3g84VrBrm4jT/mZjwE2/G7ouOGmluu87eD72WsS169iftNNzTBzbfuzNJk7Gxx0axp+Zxh8dxR0e3tREAUEQBkPE+C5CxLggCIIgCMaYtArcSvA4SojqSbuHo4pNKv+w0qdLAu1VVKwpL1jpXZ5vUJprUJ5vUlsO190mW/QZncqTG7IDzCad7W3/s4P2rWjY9ZZ136d1X3c9bkzvuumyNdfdITJRWJ9bSfO+5P7tJiqsMxEAWFtOrxEbvlNeTxuS06tk8zrrb0BOu2l19V6U03cbozXJ9evE167h5PK4hcJA+4mf/CvC//YL0KhBkCX71d+I/9YvHUho6jhGl5ZxC0Uyhw7ZinYnjbyuxTSqMc1a3Bbmje7b1ZiwFvcV4+4H7ipZbqvSg54q9CC/fZXE9xK98tygtV4lz3Hse0wrgtQPbiPP16nG0toQ1ROatYhaKSKsJ2Agk3PJ5PxtiywtzzfaPcNLcx0Z7jgwc2ykXRmeLewAGa5TGR4qjLFV87nhDIXhgGze35KJI/GNGzY+fRApPjdnpfiNG3hTU+z/0IfI7N/f1z50FKHm5wiOHCF73304IsUFQRC2FB1F6HKZZHkZNb+ArtcwWuPm8jZyPbO1n3drxbGHpTrx559CPf04PPMZiLvGDEbHcV/3Zvw3PEJw+ix+4N5SeA90/RpFqSRv2J7kwyMiyQXhLiBifBchYlwQBEEQ7i1U0hLgtvd32EiIGglJbCs4jQYceirAd0uvzkFQiaaSCnBbBW5vV5fDrqncvWQLPiNTeUamcoxO59PbebKFzc9M32puJc07Ir4TR7umpO/etlvYr7GseztueczW/VudX+8x1j2/nokCXcdeZ9kgkw+gj+fSOoc9zLpyelVE9y3kdFd1tcjpexdjrHyKL18G18Ub8DupXlwg/M8fRz331wB4r3kD2W/8NtyRsQHOyaArFUgS/JkZMgcPbHhQ1RhDWE/WFOfNllhP/1OJvv0OU1zP6Yjz7srzFfezxYz0iNwkxnSJ81SeG2W6WooaYA15Hrhp/04PlWhqyyFRI0EbQ5C1leHbMaHQGEN5vsmVZxe58uwS5flme5njOswcG+bIA+McPLVzZHjUVCSRwmjI5D0KwxlyQwHZgo+f2boUhfjGDZrPPoeT6V+KxzdvcuNDH0LNzeHPzLD/wx/Gn57uax86DFELCwRHUym+xXJGEARB6MUkCapSQZXLJHPz6GoFEyc42ayNXN/GNhbtOPZ6k/DznyV84jzhU5/CNDqT1NzRUQoPP0zx3Dlyr371llS2r8TEMapa7ZXk01MdSe5JWpEgbBcixncRIsYFQRAEYW+iten0Ao80UaiIajFJ3Ik9Ng54rb61qYjaq9JJK01lMUzjzxvtn9Wl9QV4kPMYScX36FSekekcI1P5HRE5Kux8biXN15b6KycyrDH5oGvZ+lJ/45MPgP7kdHp7r75PCHcPtbRMdPkVdBilVdr9v8aM1sR/+vtE//1XIUlwhkbIfuM78V/3xoHOyVYglXBHRgkOHuhbrN3yXI0hiXRaaR61xXmr8ry7Kn0zMe7d/c9XVqVvpYC811gpz02r93mXPPcDjyC3fTK8NNepDK8s9MrwfSfSyvBTYwT5uz9pT2tD3EyIQw0OBFmP/EhgY9LzPl5m639H8fXrNJ97fjApfu2aleKLi/gHDrD/Qx/Cn5zsax86DFGLCwRHj5G97+S2yA9BEARhfYzW6GoVVa6QzM2iKpU0djywleT5/LZP/jdxTOOzn6V+/jz1J55AV6vtZe7QEIU3v5nCuXPkX/e6bZk81Ypb180GjuvhDg/hz8yIJBeEbULE+C5CxLggCIIg7G5sj1Qbga5iTRwporQKXKWxyOg0GjTj4LerwPdmnJZWmupSmEaf2/jz0pwV4OtFQWdyXiq/rfgembYiPFv092ylvCAIwk5DV6uEr7yCrlbxxicGjn1UV18h/MV/j752GQD/i/4W2a/+Jpxcru99Ga3R5TJgyOzfjz+zDydzZwWXSnRHlHfL8xWV6H3HuGc98sUMuSGfXBrdvlYVeiYnMe47AWMMyzcbXHnOVoZXFzsxra7XkeEH798hMlzptGe4BtfK8OJolmwxQ7bg4/nbdx1qpfhzOJmgbykeXb7MzQ9/GLW8TObwYfZ98IP44+N97UM3m6ilRYLjx8mePCniQRAE4S5jjEHX6uhKmWRhEbW8jG40wHVtJXk+v+3v1SZJaP71X1M7f576Y4+l15cWp1Cg8MY3Wkn+4IPbUtneluSNOo7nW0k+PY03Ooo3MiKfVYKwBYgY30WIGBcEQRCE3YNWnT7gSaSIw4SwrmwVeKys/4Z2/0svk1Z37sEBba0N1aVmO/q8VQVeWVxfgPtZryO/p/KMtirAhzJ78nckCIKw2zDNJuHly6iFRdyxMdwBq2dMHBH9P79O/Cf/EwBnej+5b3kP3on7B9qfbjbRlTLe+DjBwUO4w0MD7Wc7MdoQNtaOcV9Zhd53jHu3LO+qOu+uSpcY963HGMPyjTqX08rw2nKvDN9/cjSV4aNkcjtDhkdNRRwpXMchyPsURgJyxQxBwce7A5My42vXaD7//GBS/NIlbvzwD6PLZTJHj7L/gx/sex+60UAtLxOcOE72xAkRDYIgCDsQ3WigyhXU0iLJ0hKmVsMAbqGIWyhse8qHUYrw2WfbklwtLraXOdks+Te8geK5c+Tf8AbcfH7rjx/H6HrdSnLXxR2yleQiyQVhc4gY30WIGBcEQRCEnYfRhiTRqMhGocehImwkJKFCJRqVGMDgOF0x6Bl3Tw5IG22oLoe2+nuuQWm+mQrwJlqtI8ADl5HJTvT5aFoFnh8WAS4IgrDTMXFCfOUK8c2buCMjm6qaSZ77POEnPo5ZXgTXJXjbV5H5e1810ICf0Rq1vIzj+2QO7Mefnt6VA4fGGJJQrd//vKsqPe43xr3or45wLwa2Kn0oQ64YkB/KbEt09l7BGMPS9ZqNSX9uidpy1F7m+g4H7hvl8JlxDtw/RiZ7919/Kkkrw0OF61oZXhwNyBUDgvz2RMmvR1uKB1m8Pse3wgsXuPnDP4yuVglOnmTfD/4g3vBwX/vQ9Tq6XCI4eZLg+PGBUy8EQRCEO4eOInSlgiqVSGbn0PUaRimcXN5WkwfBth7faE34wgvUz5+ndv48am6uszCTIf/gg1aSv+lNeMXi1h8/STqV5C1JPjWNNz6GNzwsrUAEoQ9EjO8iRIwLgiAIwt3FxqCrdiV41EiImklaBa4xGFzH6aoCd3E9Z88JXmMMteWwHX1uY9AblBea6GTty0Uv4zIymWtHn49M2duFkWDP/X4EQRDuJYzWJNevE1+7ZgcmC4XB91WvEv7qL5I8+VcAuMfvJ/ct78adOTDQ/nS9jq7V8KYmCQ4e3NS57XR6Ytyra8jzroh3+hjZyWS9nn7na0W454r3Toy7MYbFa7V2z/B6uSPDPd/lwP22MvzAfaP4wc6Q4VEzQcUax3XI5jMURtPK8Lx/VyZqxteu2fj0bK5/Kf7889z40R/F1OsEp06x7wd+oG/5oGs1dKVMcP/9BEePihQXBEHYhZgkQVUqqHKZZG4eXa1g4gQnsH3J3QHa8vR1fGOIXnqJ+mOPUfvkJ0lu3Ogs9H3yr30thXPnKLz5zX1/1m3o+KkkN406OI6V5NMzIskFYYOIGN9FiBgXBEEQhDuD1oYkUqjYxqFHoSKqxVaIxwqjDMYBz3Px/FSC+y7OHqsCN8ZQL0W9PcDnG1Tmm+tGu7q+w8hkntHpVH5P2duFURHggiAIewFjDJjUrRqDMWA0JPNzRFeuYBwXf3gExwXXZaD3/viJvyT81V+ARh2CLNl/9E34X/S3BtqXUQq9vISTzZI5eAhvavKe/jzqjnHv9D+PaNaS9H7Urkpfb7LbWnTHuHdXoa+6X8jsuuslYwwLV6ttGd6oxO1lXsblYCrD95/cITI81u2Jm57v9sSkZ/P+Xf39x1ev2krxAaR485lnuPmv/hWm2SR79iz7PvCBvie7qGoVU68R3HefleL38HuBIAjCXsFoja5WUeUKyfw8qlzGhE0cP4NbLOLk89v6fm+MIX75ZWqPPUb9/Hniy5c7C12X3KtfbSX5ww/jj49v/fHXlOTTeGNjNm5dJLkgrELE+C5CxLggCIIgbC3GmLb8tr3AE8JGQtxUqMS05a/jkMpvJ60C31uVJcYYGuXIRp+3Y9CtCFfxOgLccxiezLWjz0em7O3iWHbXDXgLgiDsJlpfy42hLaatqE6Fdffj6frdt3vWgZ774IBrwDh2uQPg4GCXGQwODo5jV3Wc9DYOOKDLJaKrVzFhhDM8gsHtnCsdUe62pLnr4DrgrCHQ9eI84Sc+jnrhCwB4r3sj2W/4Ntzh/voIt/dXraKbTTLTU2QOHsTZ5kqi3c5aMe4r+5+37vcV4+5AtuC3K81zQ0HX7d4q9LsZ4260Yf5qlSvP2Jj0ZrUjw/3A5eD9Y20ZvhPi5pNYETdtqpGfcQlyPsWxLNmCT5C7uzK8RXz1Ks3nnsfJ5/uOPm98/vPM/ut/jQlDcq95DTP/4l/03ctVVSqYhq00Dw4fFikuCIKwBzHGoGt1dKVMsrCIWl5GNxrguraSPJ/f9vY60dWr1M+fp/7JTxJdutRZ4Dhkz56leO4chUcewZ+a2vJjG6WsJK/X7HMuFGxP8rG0kjyT2fJjCsJuRMT4LkLEuCAIgiAMjlKtPuA2Dj1sJsT1hDjW6ERjNODQUwHu+nsrBt0YQ6MSt6PPS3PN9u0kWluAO65jI9CnbB9wG4Oepzie3ZN90gVBEG7HIGK6tX6PmGa1qMbpyGdI99klptOt2p9NjtsrpjuPd9a269j1HNdJK7ndVEaDk952XWfN/Tqp83McJ91v61jp8boFuQO6UqF54RLRzVmc4THI5tA6TWNJDCqBRGmMwj5urIRsxXsbSMW5A2jMn/8+6n/+GiiFMzxC9hvfhf/aNwz2b5ckqOUl3EKRzKFDeOPj7KGP+buGSnRHlq/XD70a06wPEOPe7n++fhV6Jrs1Me5GG+YuV7jy7BJXn1u2sfMpftbj4P2jHHlggn0nRvD8HSDDI0XUtAlHfuCRLdrK8GwhQ7DDou03JcWffprZH/sxTBSRe/3rmfne78XNZvvaR6t6MHvqNJlDB3fU70YQBEHYPnSziSqXUUvLJIsLmFoNACdfsNXk21xNHd+40Y5bj158sWdZcOqUleTnzpHZt2/Lj90jyR0Ht1jEm5rCHx+3leQiyYV7GBHjuwgR44IgCIJwe4w27cjzJNIkobJV4Gk0ulbWYDhuR4B7GXdPSV5jDM1qvEp+l+ebxOHaVV2O6zA8kbUCfCrP6LSV4UPj2T1XIS8Iwu6nXQW9oWrobpF96wrqtcS0vZ2KaQM4vWIaOoK4dbtHTLfEseu0xXRLVtuq6Y6Yho7Abu9rRXV2R0avLaZXPnY3BJCJY6LLV4heeQUAb2JiVR9frQ1apT9156dKNEqBSiBONMaAvvwy6lc+Bjev2I3PfSl8+dfj5XJdv8e0Er3r97fmuRmDrlQgSfBnZsgcPCADg3cIow1hvTuyPaFZjXor0QeJcfedXlm+ov95qyo9W1hdOa21Ye6VlgxfIqwn7WWZnMfBU2McPjO+I2S4MYYk0sTNBKXAz7jkij6FUVsZvlUTBLYSYwzx1WuEzw8mxetPPsnsj/84JAn5N7yB6e/+btwg6GsfqlTCxBG506fJHDzY17aCIAjC3sFEke1LXiqRzM+jqzWMSnBbknybrweT+fm2JA+fe64zUxYITpygcO4cxXPnyBw6tOXHNkqh63V0rWq/IxQK+NPTVpIPD+P0+dkqCLsdEeO7CBHjgiAIgtCLagnwtAo8qtsodBuDrlKB4eBluiT4Dqjw2SqMsQPM3dHnrdvrxZo6DgxNpL2/p3JpDHqe4QkR4IIgbJyOUN5gTDemR0zb9VdWUPfGdadb4RgHnF4xvZZAtje6hXD60C3EtJOKaXeFmO7s59ZimtvJam4tafc6ycIC4cVLqKVFvInJvqs8jTEYDUqDaoaUf+2/Uf+D/wmAu+8AuW95D+bwSZSy62mdvq50+hrD/pu4rUr5rtskEaZSxh0eJjh4EG9sbGufvDAwxhjiUK1bed7okuj9xrjnCp1Kcz9wmb1UIWr0yvBDp8c5fHacfceH7/q1UUuGR80ErQx+4JEb8ikM71wZ3qIjxZ/DyRf6luK1xx5j7id/EpKEwsMPM/2d39m3tFDLyxiVkDtzhsz+/X1tKwiCIOxdTJJYSV4uk8zNoytlTJLg5PI2cn2bRXGytET98cepf/KTNL/wBXsRm5I5cqQjyY8e3fLP+R5JDjjFIn53JblIcuEeQMT4LkLEuCAIgnCvolVXH/BYETcTwoatCFeJSiNYHVzfafcB93x3xw4UDkJYjynN9crv8nyzZzC3BweGxrPt6PORaSvChyZye2pygCDcq3SLaXv/NjHd64jpVsV1t5hOt05vp/2mnVbUdUdSrxTIAOuJaVIx3ZKSbenspWK6FfN9SxG9Rm/rdo/rTvy3gwNpxXb3tsLdQYch0aWXia9egUyANza2qX+Pxmc/y/y///eoxUVwXca+5msY+aqvwjgeWrWqz7sq0JUmidNKdE1boGttMFqjK1WMYwhmpgmmp3GzGVzXwfXsf05XxLyw81Cx7ojzlf3P21Xpt45xD/I+h07bnuEzx3aIDA9tTLrRBj/rky/65NOY9Ex2e3ujbgXGGKKrV4mef34wKf6Xf8ncT/0UaE3xi76Iqfe+t++422RpCYyxUnzfTF/bCoIgCPcO9nqwgqpUSG7eRFWqmDjGCQLcoaG+J3b2iyqXqT/xBPVPfpLG5z8PSWeMxz9woB23Hpw8uX2SvF7DMcZK8slJ/IkJkeTCnkbE+C5CxLggCIKw1zHGpFXgtgI8jhRhPSEJlR3Qjk27Iq8lvz3fuesDmFtJWE+6eoCnIny+0RPtuZLiWJbR6TwjU2kl+HSe4UkR4OuhlU5TBdJo/TUucTd80bsNV8cbv+Le4Iq3Wm3QL9a33Gf3auuv2HPoWz6VbRRSt/tl9zyX263qbHTFflbrXTMV08axFdWrJDFrCGR6xXSryrrVT9rx7Pqu4+B4/Ylp6Mjo9m3SZSKmhS6MMSSzs4QXLqBrNfzJqU3FVapKhYX/+B+p/9VfAZA9fZqp973vthWhLVlu2tI8/VlvEi0tY4bHcab34RaG0ip0g1atCp7Wa56OOHft343rikDf6RhtaNZjmtUkFeYxYT1hfH+R6WPDd72lTqtKPu6W4cMZCsMBQcEnE+x8Gd7CGEN05QrRiy9aKT401Nf21T/7M+Y/9jErxb/4i5l697txvP6ef7KwgOO5ZE+fJjMjUlwQBEHYGEZrdK2GKpVJ5mZRlQqm2cTJ5nALBdx8fluPr6pVGk8+Se38eRqf+QzEcXuZPzND4ZFHKJw7R/bUqVVtijZLjyTXBmeoiD8xiT8xjjs6uu1V9IJwJxExvosQMS4IgiDsJVTSEeAq1oSNhKiRkMQanWi0tj1cPd/p9AH39s6gc9RMBfhcM63+trebtXjdbYpjQacH+FSekekcw5M5/MzuGSy9Uxhj0Kn8Vkqjk07cs60CdPF9h0zOx9nAr++2r7ru1+UtXqPOOrcHX3HF4lsde8N/OhtbcVv+FDe4z+14H9jq309f++zzedv+1alwTmV09+31Yr0F4W6jazXCi5eIr1/HHRrqu4q0G2MMtf/9v1n4T/8JU6/j5HJMfOu3MvS3/tZAr3ejFMnCPI7v4x85ir/vQLsKXSk7kUorTRyliTWxvVbRiUFrjdGdZgBAjzR3PbfnviCAlfVxqIhDhTGQyXrkUhmeLfi78vquLcVfeAGnUOxbilf+5E9Y+NmfBWMY+tIvZfJd7+p74D+Zt3/HubNn8Kem+tpWEARBEFoYY9C1GrpcJp6fRy2XMGETx8/gDg3h5HLb+h1LNxrUP/Up6ufP03jqKUwYtpd5ExMUHnmE4rlzZM+e7XsC2e0wSqEbDXSthmO07Uk+OSWSXNgziBjfRYgYFwRBEHYjWqdV4JHtBR6FiqgWk8TaVuwmGuOA5zpdVeDununJGoeqK/q8I8Kb1fUFeGEkaEeft2LQRyZz+LuoWuhO0ar+7vw07QToVqKAn/XI5HwygYuf8fAyLr7v4vp7Z6KFIAjCbsEoRXz9BtGli+gwxJ+a3tRgXjI3x9xP/zThF74AQOHhh5l817vwRkcH2p+qVtGVMv6+fWRPnFhX3htjrBhX6X9pComdjKWJU3muYoVStKvPTVqA3kp+cNvyPG030FWBLuw9jDZETSvDwfY0LwxnyA0F5AoZvMzuTfvZrBQv/8EfsPif/hMAw3/37zLxjnf0L8Xn5nCyAbmzZ/EnJvraVhAEQRDWwxiDqddt3Pr8Amp5Cd1sguvhFYs4hcL2SvIwpPHUU9TPn6f+qU9hGo32Mnd0lMLDD1M8d47cq1/dd+uR22G0TnuS10Br3GLBRq1PTOCNjm571LwgbAcixncRIsYFQRCEnYLRBm1sxKhJI0mNMWnfTvt4HCmitAq8FVuNMeA4+Bm33Qt8r8SgJ5FK48+bXTHoDRqV9QV4fjjTjj63leBWhO+G3pF3EmOsdLATKezPVu9kx3PwfA/PdwhyPkHew/M9+xpL/5PqPEEQhJ2HKpUIL14imb2JNzaOWygMvC+jFOXf/V2WfvVXIUlwx8aYeve7KbzhDYPtL0lQC/M42RzZE8fxDxwYOK6y9RnW/hxriXSle9rHqESnMe92HWNI2z04NiXCXVuiywSvnY/WhriZEIcaHAiyHvnRLPlihmzB3xOtb4wxRJcv2/j04hBesdjX9qXf/V2WPvEJAEa+/MsZ/yf/pK/XtjGGZG4ON5+zUnx8vK/jC4IgCEI/6EYDVS6jFhZIlpbQ9Qa4Lm6xiFsobHnMec+xo4jmZz9L/bHHqD/xBLpabS9zh4YovPnNFN7yFvKvfe2mWhetxSpJXsjjT06KJBd2HSLGdxEixgVBEITNYIwdZDWpuG7d1l1S26SyW+uW5E5jzVXrtmmLb2PsQB+ms51JB3BT/43rtWLQ7c+9MHibRIryQpNyKr5LaQ/weilad5vcUKYdfd6OQZ/Kkclt7Uze3Y6NpLVJAq3qb4PBgbb89jIeQc4lk/Vt5XdLgO+R15cgCMK9hIljostXiF55BbCxkJsZSAwvXGD+0UeJr1wBbNXp+Dd/88CDdKpUQtfrBAcPEBw/jtun7OsHk1afd2LbrTzXyhDHGpUm7+hEd/U/N7RjUuhce7XFeZdEl8/IO4tWOu0ZnsrwnEdxNEu2mCFb9PH2yMRQ6JLiL7yAMzTctxRf/u3fZvlXfgWA0a/6Ksbe/vb+pfjsLF6xSO7sGbyxsb6OLwiCIAibQYchqlRCLS2TLC5gajWM4+AWUkm+xTHn3Zgkofn5z1N77DHqjz2GLpfby5xCgcIb30jh3DnyDz645dLaaG3j1qvVjiSfmMCbmMQbHcHN5bb0eIKwlYgY30WIGBcEQbg36UjnbpHdW6XdkdmpsFY6/Y/2AKtR2m53K6ENOMbQbliL7fNtB1Tp/HS673f1ud1DfWxVrCkvrOgBPt+gtry+AM8W/VR653ui0IO8CPAW7cq5dGBftfrJY187rt/p/R3kPPzAa4tvfw8lDAiCIAgdkoUFwouXUEuLeBOTmxq402HI0q/8CpXf+z0A/IMHmX7/+8ned99A+zNxTDI/hzs0RPbkSfyZmbt6raPTSHadrBTpnbY1SaTbMe9G23XAoXXWjkun+rzV+9yThJXNopW2MemRwnUcgrxPYSQgN5Qhm/f35DXMZqS4MYbSb/wGy7/+6wCMfe3XMvo1XzOAFL+JNzxM7syZgVsoCIIgCMJWoKMIXS6TLC2RzM9j6nUwBqdQxC0Wt1eSK0XzmWdsJfn586ilpfYyJ5cj/9BDFN/yFvIPPYSbz2/tsVuSvFYDpXDzefyJcbzJKZHkwo5ExPguQsS4IAjC7qItnTWd2PGuiu1WVXa3nNaJQenOYKfWHaGt03XpqvzWxuAYsGYaeqqG3JUCm17J7TjtddhDQrtfVKKpLHTHnzcpzTWoLYfrbpMt+O3o804Mep5sQQR4C6NNV+W3TqP0AcfB860A93yXIO8RpNXfLfm9l3rMC4IgCBtDhyHRpZeJr16BTIA3Nrapa5PG008z/zM/YwcFPc9Kt6/8yoEGJI0xqOVliEIyh48QHDu64wf4tLIT0Lorz21LEk2SWHmuIoXWpNecGqPSje3FZVuWt2Pcpf/5KlSiiZuKJFY4qQwvjgbkigFB3tuTMryFMYbolVeIXnwRd2i4r0QFYwzL//W/Uvrt3wZg7O1vZ+wf/sP+jq81am4Wd2SE3NmzeMPDfW0vCIIgCNuJiWMbt14qkczOoWtVjDG4+YKtJN/imPOeY2tN+Pzz1B97jNonP4man28vc4KA3OtfT/Etb6HwxjdueSJSux97rQYqwc0X8MfH8Kam8EZGtlzKC8IgiBjfRYgYFwRBuDP09M/ujh5v9c9eI3a8e9CxVQ2rtcFAe11MR4ZjoC2xHdK4aCusWSGtV8ntFZJb2Bgq0VQXmzb6vB2D3qC6FKb/HqsJ8r6V32kFeEuEZwvb9wVmt9Hql9oabNcKjAOug5XfnkMm5xHkfPygt/f3XooRFQRBEDZPKxI5vHABXavhT05tatBQVSos/NzPUT9/HoDs2bNMvfe9ZPbtG2h/OgxRiwt4Y2NkT5zAn5oa+Nx2At39zzvyPJ3Qpqw8TyKFilv9z+0yY+y1K4DrOPdc/3OVaKJmQhJpO8kv51MYDcgVMwR5/56ovG9L8RdewB0e6VuKL/3yL1P+3d8FYPyf/BNGv+Ir+ju+1qjZm7hj4zY+fWior+0FQRAE4U5ikgRVqVhJPjeHrlQxWuFkc3hDQ9sryY0heuklaufPUz9/nuTGjc5C3yf/2tdSOHeOwsMPb/kks5Yk1/U6Jolx8wW88TF8keTCXUbE+C5CxLggCMKt6Ujr3nhxTO+y9mNKozSpzOtIbdMttLv32W7jaFKlnQ56GbNCWjur5faq6u29P2B2t9BKU1kMbfT5XKcHeHWxyXpXMpmcl/b+znXFoOfJFn35tyKtlEtskkGrCrxFp4+8awV41u+R375UfwuCIAh9oms1wouXiK9fxx0a2tQgnTGG2p//OQs///OYRgMnl2PiHe9g6Eu+ZKDPeKO1rULXiuDYMYLDh3GCYODz2w3cqv+5ijVxrGx8e6LTCnS7rH3hlV4Dr+x9vpv6n6s4leFxKsPzPkNjWYK8Tzbv31PXOsYYopdftpXi/UpxrVn8hV+g8gd/AMDEO97ByNve1t/xlSKZm8UfHyd39uyWV7oJgiAIwnZilEJXKiSlEsncPLpawcQJTi6HWyhseS/wnmMbQ/zyy21JHl+50lnouuRe8xoKjzxC8ZFH8MbGtvzYJo1bt5I8jzc+jj85aSV5obClxxOEWyFifBchYlwQhL2IMavjxXtFdkdO63bVdqcyVbdix7v7a9+ifzZpZXZLcK8XLW4rt7vF9t7qn70X0NpQXWpSnmu2q7/Lcw0qiyFGr33J4me9jvyeyjM6bW/nhjLyb0s6WaQdfW7SQW3Awcpv38HPemRzPn7W60Sfp/HngiAIgrBVGKWIr98gunQRHYb4U9Ob6ssY37zJ/E//NOGzzwJQeOQRJr/92weW7rrRQC0t4k9NEZw4gT8+PvC57RXa/c9Ted5KldHKkMTKVp+n/c9VOhlVK51u3WkF5HZVoDtd8e13+lotiRRxaPu2+xmXIJ+hOBqQLfgEuXtLhrfokeIjo30NYhutWfi5n6P6J38CjsPkO9/J8N/5O/0dXymS2Zv4U1PkzpyRQXRBEARhV2O0RlerqHKZZHYWValgwggnm8UtFre9dU905Qr1VJJHly51FjgO2QceoPjIIxTOncOfnNzS464pycfG8adEkgt3BhHjuwgR44Ig7CS6q6jb/bK7Y8e7H2+J7bTSxCjaFSet/tm3E9qOMel4mQOsENrdYrurIttxaVeoiPTcvRhtqC6FXfLbivDKYtOK2zXwA3eV/B6ZypMfFgHe7mWf2JhUnZh2QZet3nLxfYdM3ifIeXh+b/z5vRAPKgiCIOwcVKlEePESyexNvLHxTQ2UGaUo/ff/zvKv/RoohTc+ztR73kP+wQcH3l+ysIDje7Z6/NAhHN8f+PzuFXrk+Yoq9Diy1ec2vt2kE2C1nSxLZ6prR5q7qyT6ZkgiRdRUqETjZzyyRZ/CSECukCGT8+7p60ijdSrFX8Id7VOKK8X8xz9O7c/+DFyXqXe/m6Ev+ZL+jt+S4tMz5M6clvhVQRAEYU9hjEFXq+hymXhuHlUuQRhCJsAtFnFyuW29Dolv3KB+/jy18+eJXnyxZ1n29GkKqSQftCXRehhjMM0mulrFJDFOLoffXUkuyTDCNiBifBchYlwQhK2gO2q83Ud7lcjuldM6MahWZXY7blynMrvTP7u9D2NwDLT6Z7dLTmHtaPF1qrYRoX1PYYyhthxSmmtQTvuAl+YbVBbWF+BexmVkMteOPh+ZsrcLI8E9/9pZq/rb9rIHz/ds9Xfgkcn7ZAIXP+O1o89df3fEmgqCIAj3BiaOiS5fIXrlFTAGb3ISxx08qSS8cIH5n/op4qtXARh+29sY/8ZvHDi6UtVq6FIJf98M2ZMnt7w/471IKy1KK5MmRXWJ9EQTp/JcxQqluvqfazD2iwgOncj2VtV59+3WcZJIEzcTlAI/45Ir+hRGs2QLPpnsvS3DW7Sl+Esv9V8pniTM//RPU/vLv7RS/H3vY+itb+3v+Eli49P37SN3+vS2V9AJgiAIwt3EGIOu1dHlEvHCAmp5GdNs4vgZK8nz+W29Pknm5qg99hj18+cJn3uu0x4HCE6etHHrb3kLmYMHt/S4bUleq2HiCCeXwxsdJTM9jTcyglMoyHWZsCWIGN9FiBgXhHuXds/rFVXabcHdHTve1UdbpRXZrahx2/evq392KrRbMrwVL46xUtqkseM2Vnyl0F6rb7b0zxZujzGGeilKBbiV4KX5BpX5JirRa27j+S7DU7mO/J7KMzqdpzB6bwvwdhJDV/9v+3cNjue0BXiQ9cjkPPzAa8ee+xkX15P4c0EQBGH3kCwsEF68hFpaxJuY3FQPRh2GLP2X/0Ll938fgMzhw0y9731kT54caH8mSUjm53BzebInjuPv37+p6HdhY7SuhVZGt2tlxXkSaxvhnvY/NzpNrbJfrjCAH3jkhnwKw9l2TLrQwWhNdOllogsDSPE4Zu7f/Tvqjz0Gvs/0P//nFM+d6+/4cUwyN4d/8AC5U6e2tfeqIAiCIOxEdL1u49YXFlBLy+hGHTzfxq3n85uaMHo7kqUl6qkkb37hC7ZCKiVz9GhHkh85suXjc7oVtx6FOLk83tgomakpez1SFEkuDI6I8V2EiHFB2D5aIsl03W5HetO53VqnVR1t76dSuXs/6Uama7vW8k5VNZBWXbeFdndPbezP9rGgI7TbIrxzHjgmrct2Wie5WlavlNurxLZcUAhbhzGGejmiPNeR3+W5BuWFJipeW4C7nsPwZCrAp638HpnKURzN3pN9HFu0JrZ0D/gabcBx8HwH17eV3kHeI5P1beV3V+9v+dsWBEEQ9go6DIkuvUx89QpkAryxsU19ztWfeoqFn/kZ1PIy+D5j//gfM/oP/sHAUluVy+hajeDgAYLjxyX+cYdg9NrR7eC0K8OF1fRI8dGxvuLLTRwz+xM/QePJJ8H3mfnu76bwpjf1d/w4JpmdJXPoENnTp3CDoN+nIAiCIAh7Ct1ooMoV1OICyeIiut4A1+1I8m2cmKlKJepPPEHt/Hman/scKNVe5h88aHuSv+UtBCdObI8kr9chCiGbwxsZITMzLZJcGAgR47sIEePCbqcjjdeWzUZ37O+q+91y+BbyuecxZdDYL/OtauhV8rm9ba98bu3LrHhwTdENOKYTGW5rrLE7SD+UDaZnHbqrsKG9XuexlsQmfbyz3HG7Bbf0zxa2H6NNu99jHCqSUKX3FXGkO/dDez8OFbWlkPJCgyS6hQCfSHt/T7cqwfMUx7P3bA/rdsVTolGtqidto88dpyW/HfycR5Dz8TO9vb89qf4WBEEQ7hGMMSSzs4QXLqBrNfzJKZxMZuD9qXKZhZ/7OVvVCmQfeICp976XzMzMYOcXxyQL87jFItmTJ/FnZuR6Xdh1tKR4+NJLeGP9SXEdhsz+239L8+mncYKAme/9XvIPPtjX8XUUoebmCA4fInvqFI5IcUEQBEHoQYchulwmWVwiWVzA1GoYwC0O4RYK2yvJq1UaTz5J7fx5Gp/5DMRxe5k/M2N7kr/lLWTvv3/LK9p1K249bNq49ZFRMtNTuKOjNmperruF2yBifBchYlzYCG2B3JLP2krZtUTverK5d53O/ZXyWWsDrT7VphPF3eox3brdU/1Me9erqqxbS9YU3bQqoU3LJKeymdQerxbUa8nn9uei0yub2+u27t9GVHfvSz5shZ1Iu19imArsMBXbkVolsjuiu2t51/rrVXdvBMd1GJ7IdvUAtyJ8aDx37wpwbaV3d/9vuwBc38HzregO8h5BWv3dij73fPeerpwXBEEQhG50rUZ48RLx9eu4Q0Ob6u1tjKH6p3/K4i/8gu3hmM8z+Y53UPziLx7oet8YY6vQo5DM4cMEx45JX2Rh12Cl+CXCly70L8WbTWY/+lGan/88TjbLzPd9H/nXvrav4+swRC0uEBw+bAfUNzHxRRAEQRDuBUwU2bj15WXU/Dy6VgNjcPIFK4v97WsVoxsN6p/6FPXz52l8+tOYKGov8yYmKJw7R/HcObJnzmy5rG9L8ijEyWZtJfn0tEhy4ZaIGN9FiBjfObRE76o47a747XTxqnVuK6h1Z9ve6mbd0xe6p8+0AVrR2l1/paYtlldXOXc/1pLPqT7uVDobME67/pm1BHX7w2WVaKYd3d157Daieq0qaZHPwj2EMQYV646U7q7M7npsfdGt2+uvV6m9GRzXIZP1yGRd/MAjE3j4WY9M4KY/bQ/rTNYlPxwwMpVneCJ7z/axbklv2/9boxUYB1wHXN/F8+zvM8j5+FmvI79TAS4IgiAIwu0xShFfv0F06SI6DPGnpjc14BbfvMn8o48SPvccAIW3vIXJd75zYOluBd8i3tgo2RMn8CYn5buNsKPZlBSv17n5kY8QPvssTi7Hvg98gNyrXtXX8dtS/OhRsvfdt60D+YIgCIKwFzFxjKpUUMslkvk5dLWK0Ro3l7eyeBsnnOlmk8bTT1M/f576pz6FaTTay9yxMYoPP0zh3Dlyr3711kvyMLTPNQxxsgHeyAj+9Aze6Aju0JBcgwttRIzvIkSMbw/NWkyjGqE1tt8zYNQakduwZr/nW0Vu09qGLvm8MnLbljlDl3xeKaj7qmTup0racVrF1+lj8uEgCP1ijBWfSdglraPVEnuluF4lutPK7a3GcZ0V4tolk20J7PR+W3CvL7r9wBNZuwatf3/dEuCq8/7veg6uZ+PPM3k/jT/vij733Xu2al4QBEEQthpVLhNeuEgyexNvbBy3UBh4X0YpSr/zOyz/+q+DUngTE0y95z3kX//6wfanNWppCbQic+QIwdGj0itZ2JFsRoqrWo2bP/qjRC+8gFMosO8HfoDc6dN9HV83m6ilRYLjx8meOCFSXBAEQRA2iUkSK8lLJZK5VJInCU4qybfzmlRHEc3PftbGrT/xhK1iT3GHhiikkjz/2tduuaxfJcmHh/Fn9okkFwAR47sKEePbw/JsndmXy2QCr79K5tay21VJd8lnecMVhJ2BMQadmN448basXktad1Vwd4vsdF22+tPRoSOvA7ctsXtEdrfY7hHdvWLb9R15AQYKLgAAULJJREFU79kCWtXfnZ+mPY/J810837G/85xvf/8ZDy/j4vuu/BsIgiAIwh3CxDHR5StEr7wCxtjq7E30NAxffJG5Rx8luXYNgOEv+zLG3/523Gx2oP3pRgO1tIg/OUlw8iT++PjA5yYIW43RmvDiRaILF/uX4pUKN3/kR4guXMAdGmLfD/4g2fvu6+v4utFALS8TnEil+Db2RRUEQRCEexGjFLpSISmXSWbn0NUKJk5wslkryQe8xt3QseOY5l//NbXz56k//ji6XG4vcwoFCm96k5Xkr3/9lp+HDsO0J3mIk8ngjQzjz8zgjaSSfIt7oAs7HxHjuwgR49vD8mydxWtVhsal35sg7HRU0pLRuiOsV/bJvpXo7lre3fN+q2hXW68lrQMPP2ul9poV26372bSPtIjUO05rwoRKNErZKvBWywnHc/B8D893CHI+Qd7D872eCnCp/hYEQRCEnUGysEB48RJqaRFvYnJTg2s6DFn65V+m8od/CEDm8GGm3v9+sidODLQ/oxTJwgKO7xEcO0Zw6JBUxQp3HaM14YULRBcv9S/FSyVu/PAPE7/8Mu7ICPt/6IcIjh/v6/i6XkeVSmTvO0lw/LgMUAuCIAjCNmO0RlerqHKFZG4WVS5joggnSCV5bvtciVGK5jPP2Lj1xx6zyUopTi5H/g1voHjuHPmHHurrmmQjiCQXQMT4rkLE+PYgYlwQthetdK/I7hbbobq96O5artU2yOzAXSWubxk73hMx3nnMy4jM3i1obdCJtgI8rf62zS1oy28v4xHk7b+1l+nt/S3/zoIgCIKw89FhSHTpZeKrVyAT4I2NbeozvP7pTzP/sY+hl5fB9xn/uq9j5Cu+YuCqVlWroUsl/H0ztve4fMcX7hJGKVspfvES3vh4XwPhydISNz/8YeIrV/DGxtj3wQ8SHDnS1/F1rYaulAlO3kdw/JgMSAuCIAjCHcYYYz+PSyXiuXkryZuNtiR3crltGwszWhM+/zz18+epnT+Pmp9vL3OCgPyDD1I4d47CG9+IWyxu6bF1FFlJ3mziZHzcoWH8mWn80VHc4WG5JtnDiBjfRYgY3x5EjAvCarQ2JCt6X8e3iRhfS2THkUInW//R4WXcXnHdLbLX6pN9C9EtknNvYowV3j39v42V347j4Ppp7++cT5Czr4mW+PYzLq4nF7+CIAiCsNsxxpDMzhJeuICu1fAnpzbVv1CVSsz/7M/SeOIJALKvehXT730v/vT0YOeXJCTzc7i5HNkTJ/D375f4aOGO0pHiF/HGJ/qT4gsL3Pjwh0muXcObmGD/hz5E5uDBvo6vajVMtUJw//0ER4/KdzNBEARBuMsYYzD1OqpcJllYQC0voxsNHD+DWyjgFArbJ8mNIXrpJRu3fv48yY0bnYW+T/51r6PwyCMUHn4Yb3h4S4/dkeQNnExGJPkeR8T4LkLE+PYgYlzYKxhtVvW+XrM6u1tsr4oYVyShraTdalzfWREj3l2pvZbIXrE8Fdl+4ElktdDGaNNV+Z2+dg3gOHh+S4C7tvo76/fIb6nyFwRBEIR7A12rEV68RHz9Ou7Q0KYG0owxVP+//4/FX/xFW11SKDD5f/1fFP/P/3Pg6wpVLqNrNTIHDpA9cXzLq2EEYS2MUjY+/dKl/qX43Bw3PvQhkps38aamrBTfv7+v46tKBdNsENx3H8GRI3JdLgiCIAg7EF2voyoV1Pw8yZKV5Lgu7tAQbj6/bcLYGEP88sttSR5fudJZ6LrkXvMaiufOWUk+Nra1x45jVLVqJbnv4w6P4E9PdSS5TGTd9YgY30WIGN8eRIwL24nRpt2ruP1zhcRbtUylMc8r1080SdwrtbsrtlW8DTLbc9btl90W22v20l4hugOpwBUGp1X9rdO/D5VotDaAg+uA67t4nkMm5xHkffxMb+9vT157giAIgnDPY5Qivn6D6NJFdBjiT01valArvnGD+UcfJXz+eQAK/8f/weQ734k3NDTY+cUxycI8brFoq8f37RNRKGwbPVJ8YhI3m93wtvGNG9z40IdQ8/P4+/ax/0Mf6js1QVUqmEaD7OnTZA4dlNe6IAiCIOwCdLOJKpVRS4ski4voWt1K8kLBVpNvozCOLl+2ceuPPUZ86VJngeOQfeABK8kfeQR/cnJLj9uW5GETx/NEku8RRIzvIkSMbw8ixvcuxpg1xXMrXrkvKa06crpbdHceW9mz2P40+s6/bTqu05HSbVndLamt1O4R2asixu06IrOFO0nP32z6t2QX2MQBz7ei2/b+9nvkt++7OJIkIAiCIAjCbVDlMuGFiySzN/HGxnELhYH3ZZSi9Fu/xfJv/AZojTcxwdR3fAf5171usP0Zg1pehigkc/gwwbFjfVXxCsJGaEvxi5fwJvuU4levcuPDH0YtLuIfPMj+D36w7wFoVSph4ojc6dN9R68LgiAIgrAz0GGILpdJlpZIFhYwtRoGcAtF25d8G4VxfP16W5JHL77Ysyx7+rTtSX7uHJmZmS09rolj24u9UcfxfNzhIfzpabzRUbyREZHkuwgR47sIEePbg4jx7cEY0yWb16qY1qv6/64lpTsSe4WA3qFS+pY4WLHn2Xhnz3dwPRvr3Ip8bi/z1nrMwe8W3anEXlmx7XqOzLgXdjStv1H796/RKl3Q+hvx7Ws9m/Pxs15P9Lnny2QNQRAEQRA2h4ljostXiF55BYzBm5zcVAxk+MILzD36KMn16wCMfPmXM/b2t+MGwUD702GIWlzAGx0le+IE3tSUXN8LW4JRivCll4guvdy3FI8uX+bGhz+MXl4mc/gw+z74Qfzx8b6Or5aXMSqxUvzAgX5PXxAEQRCEHYiJIlSlQrK0hJqfR9froDVOvmAlue9v27GTuTkbt/7YY4TPPtuzLDh5ksK5cxTPndvyyXgiyXc3IsZ3ESLGt4e9KMYHkdJtAX3L2O9bS+luib3rpHSPiHY71aneCjmdPr5SWNvHnHTb3n221pe+2MK9xFrvQ62rCNezfx++75DJ+wQ5D8/vjT+XvxdBEARBELabZGGB8OIl1NJi33HSK9HNJouf+ATVP/ojADJHjzL9vvcRHD8+0P6MMajFRVCKzNEjBEePDizaBQFSKf7iS0SvvNz36z26dIkbP/zD6HKZzPHj7P/BH8QbHe3r+MnSEhhN7swZMvv29Xv6giAIgiDsAlrR42ppmWR+Dl2tYVSC25Lkmcy2HTtZXKT+2GPUH3uM5he+ALrTdjRz9KiNWz93jsyRI1s66dTEMbpet5I87b/uT03jjY/hDQ9v68QAYTBEjO8iRIxvD1stxm8npW8d470xKb26wrq3YnrHSWlI+/yultJuKpVXVUffSkqvVU3dLaVXre/guFJFLQi3wphUXBuD0Z37Jr0P6z0OBoOD0/7Zol39HXhk8r5NOsh47ehz15e/S0EQBEEQ7i46DIkuvUx89QpkAryxsU1dn9SffJL5j38cXSqB7zP+9V/PyFd8xcAV6brRsLHVU5MEJ0/2XaErCAAmSQhfujCQFA9feombP/Ij6GqV4ORJ9v3gD+IND/d1/GRxERysFN/iWFNBEARBEHYmRilUuYwql0nm5tGVMiZJcHJ53GJxWyd9qlKJ+uOPU3vsMZqf+xwo1V7mHzzYluTBiRNbK8mTpFNJLpJ8xyJifBchYnzruXGxxOVnFqksNMkEXq+cXjPG+9ZSWiuDVjvvz8TLrBDQA0rpdWO/RUoLwh2nLai1AdN7v1te034svY8DpD8N4BgwDjgGx+n6e3XAcRxaY7iua5e5voPrurge9mcqt+12tLd303X9jPSqFwRBEARhZ2OMIZmdJbxwAV2r4U9ObaqaRZVKzH/84zSefBKA3Gtew9R3fAf+1NRg56eUrR53HYJjxwgOHdrWahthb9GW4i/3H5/efP55bv7oj2LqdbKnTzPz/d+PVyz2dfxkYQHH88idPTPw34AgCIIgCLsbozW6UrGR6zdvoipVTBzjBAHu0NCmkptuh6pWaTz5JLXz52k8/TQkSXuZPzPT7kmevf/+TbVXWklLkptGHRzHSvLpabyxMRu3LpL8riFifBchYnzr+YvffIHP/PHlbT3G2lL6FjHe3cJ6E1K6tU+R0oKwM1gprI3GVmebNaqwe8S2k7psg3EcHGMg/Zt2XCuvWyLbbclpBzsr0bOC2knfG1zXyuxugd3ah+t29tHZV7pc3kcEQRAEQbgH0LUa4cVLxNev4w4N9V0V240xhuof/zGLv/RLmDDEKRSYfOc7GXrrWwfep6rV0KUS/r4Z23tcxgWE22Cl+EtEL7/SvxT/whe4+ZGPYJpNsg88wL4PfAA3n+/r+MncHE42IHfmDP7kZL+nLwiCIAjCHsRoja7VUKUyydwsqlLBNJs42RxuodD39UY/6Hqd+qc/Tf38eRqf/jQmitrLvMlJCo88QvHcObJnzmxpn/BVkrw4hD+TSvLhYZn0eocRMb6LEDG+9TzzV9d5/vEbqFgTFPyNSekeid21TKS0IOwZ2pXWWxYrbnqqqnG6pDOpeHadtsjuVGU7a4jq7srs1YK7/bi89wiCIAiCIPSNUYr4+g2iSxfRYYg/Nb2pQbH4+nXmHn2U6IUXACi+9a1MfNu39V11231+yfwcbjZLcPwEmQP7t3TQTtg7bEaKNz73OWY/+lFMGJJ7zWuY+b7vw81tvP2cMYZkbg43nyN39qy0ABAEQRAEYU2MMTZ6vFwmnp9HLZcwYRPHz+AODeHkcts2xqmbTRpPP039k5+k/qlPYZrN9jJ3bIziww9TOHeO3KtfvbWSXCkryeu1VJIX8aam8MfHbSW5SPJtR8T4LkLE+Paw1T3GBUG489w6VnyF6O6KG+83VrwlsvuNFV8lrV0H13HABTd9XBAEQRAEQdg5qHKZ8MJFktmbeKNjuAOKbLCDX6X/+/9m+Td/E7TGm5pi6ju+g/xrXjP4+VUq6GqVzIEDBMeP4w0Nfn7C3mNTUvzpp5n9sR/DRBH5Bx9k+nu+p6/trRSfxSsUyJ09izc2NsAzEARBEAThXsMYg6nXbdz6/AJqeQndbILr4RWLOIXC9knyKKL52c9S++QnaTz5JLpWay9zh4cpPPwwhUceIf/a126puL6lJB8extnGPuz3MiLGdxEixrcHEeOCcOfZilhxHKfzkz5jxVv/DRIrLiJbEARBEAThnsDEMdHlK0SvvALG4E1ObqrvYPj888w9+ijJjRvgOIx8+Zcz/va3Dzy4ZuLYVo8PDZE9cQJ/ZmZL+yIKuxOTJIQvvkj0yit4U9O4fQyo1p98ktkf/3FIEvJvehMz3/Vdfb0+jTF2MsnwMLkzZ/BGRwd5CoIgCIIgCOhGA1UuoxYWSJaW0PUGuC5usYhbKGzbda+JY5p//dfUPvlJ6k88gS6X28ucQoHCm95E8dw5cq9//Zb2RjdKoet1dK1qE0aLRfyWJB8bk57kW4iI8V2EiPHtQcS4INyatautNxArbkzqsW2sOGmwuMHYaum2eL59rLjj2nYFK+W1xIoLgiAIgiAI202ysEB48RJqaRFvor/q25XoRoPFT3yC6h//MQCZY8eYft/7CI4dG3ifankZ02yQOXyY4Nixbe3LKOxsTBxbKX75ct9SvHb+PHM/+ZOgFIVz55h+//v7k+JapwkLo7ZSfHh4kKcgCIIgCIKwCh2GqFIJtbRMsriAqdUwjoNbSCX5NrUWMkrR/MIXqJ8/T/2xx1DLy+1lTi5H/g1voHjuHPmHHtrSa/AeSe665B54gMyBA1u2/3sdEeO7CBHj24OIcWGvMViseLpxK0q8j1hxx+3ti+144PUZK9693JVqbEEQBEEQBGGHocOQ6NLLxFevQCawVRubmHxZf+IJ5j/+cVuBkskw/va3M/JlXzZw5YsOQ9TiAt7oKNkTJ/CmpmRy6D3GZqR49S/+gvlHHwWtKb71rUy99719DTAbrVGzN3HHxsmdPYM3NDTIUxAEQRAEQbgtOorQ5TLJ0hLJ/DymXgdjcApF3GJx+yS51oTPP0/9k5+k9thjqPn59jInCMg/+CCFc+covPGNm2rDtJL45g3yZ8+SOXRoy/Z5ryNifBchYnx7EDEu3CnaQtresTK6S1BjTLosXdc+1CWyO9t1YsVbO0x7ZW8kVtxxcH0XxwXXc3FdcH1XYsUFQRAEQRAE4RbYmOhZwgsX0LUa/uTUpnoMquVl5j/2MRqf/jQAude+lqnv+A78ycmBz08tLoJSZI4eITh6tC85KuxeNiXF/+zPmP/Yx6wU/5IvYeqf/bP+pLhSJHOz+OPjZM+clX73giAIgiDcMUwc27j1Uolkdg5dq9oh8nzeVpJvYT/wnuMaQ/Tii9TSSvLkxo3OQt8n/7rXWUn+5jdvOkVHxPjWI2J8FyFifHsQMX7v0S2d1xTUrJDRrKy0Zg2J3VVl3ZLULXHdtayn4trBLuu63yrqaAnsVqy449KuxnZcF8+1P9eS16uqsiVWXBAEQRAEQRC2DF2rEV68RHz9Ou7Q0KYGu4wxVP7f/5elT3wCE0W4xSKT73wnxS/6osHPr9FALS3hTUyQve8k/vj4wPsSdj7dUtyfnulrALjyx3/Mws/9HBjD0N/+20y+8519pRYYpUhmb+JPTZE7cwa3UBjkKQiCIAiCIGwakySoSsVK8rk5dKWK0Qonm8MbGtpeSX7pko1bP3+e+OrVzkLXJfea11A8d47Cww/jjY31vX8R41uPiPFdhIjx7UHE+N3jVoK69fhagvrWVdYrBHXrsbUENZ0Y75WCOr27pqDuRH6nsrrrsV7Jvd79jS8TBEEQBEEQBGHnYZQivn6D6NJFdBjiT01vKrYxvnqVuUcfJXrpJQCKf+NvMPmOdwwcw2iUstXjrkNw7BjBoUPbNhgo3D02I8XLv//7LP78zwMw/La3MfGt3zqYFJ+eIXfmtPS2FwRBEARhx2CUQlcqJKUSydw8ulrBxAlOLodbKOBms9t27OjyZernz1M7f5745Zc7C1yX7NmzVpI/8siGU6JEjG89IsZ3ESLGtwcR45Ye0TyIoKa3d3U73nstQd21rB9BTSqo3TUEdat62t2AoB5kmSAIgiAIgiAIwkpUuUx44SLJ7E280bFN9RM0ScLyb/4mpd/6LdAab2qK6fe+l9yrXz3wPnWthiqX8KdnyJ44jjc6OvC+hJ2FiWPC558nunq1byle+t3fZekTnwBg5Cu+gvFv/ua+vveaJCGZm8OfmbaV4rl7ezxFEARBEISdi9EaXa2iymWS2VlUpYIJI5xsFrdY3NbrmPj69bYkb02AbZE9fZrCW95C4ZFHyMzMrL8PEeNbjojxXYSI8e1hp4nxbrncls+s1WMaVgpqu/3qyG+bsZ1Ge6f3bcp3bzV1q780rJbCjmsFtb29QlB3RXa7KwV1a/3bSGi6ZPStlgmCIAiCIAiCIOwkTBwTXb5C9MorYAze5GRflbcraT73HPOPPkpy8yY4DiP/4B8w/nVfN3DFt1GKZH4ON5slc/w4wYEDm6puF+4+JooIX3hhICm+/Fu/xfJ//a8AjP7Df8jY1399f1I8jknm5/D37yd3+vS2VlwJgiAIgiBsJcYYdLWKLpeJ5+ZR5RKEIWQC3GIRJ5fbNgeRzM3ZnuTnzxM+91zPsuDkSQpveQvFc+fIHDjQs0zE+NYjYnwXIWJ8e1hPjK8S1KwWzoMIauMYnFYFteOkyd69y9YS1K3bawlqxwHXc3oEteO6adT3akENHaFtH19HQndFe4ugFgRBEARBEARBWJ9kYYHw4iXU0iLexOSmhKFuNFj8pV+i+id/AkDm+HGm3/9+giNHBt6nqlTQ1SqZAwcIjh/HGxq8ul24ewwqxY0xLP/6r1P6jd8AYOwf/2NG/9E/6l+Kz82ROXiQ7OlTuEEw0HMQBEEQBEG42xhj0LU6ulwinp9HlUqYZhPHz1hJns9vnyRfWKD++OPUz5+n+cwzoHV7WeboUYpveQuFc+fIHD5MMntTxPgWI2J8FyFifHsozdWZe6WC47lWUDsOho6g7lQub0xQtyupHQfH6xXU3VXZtxLU7X1upC+1IAiCIAiCIAiCsCPQYUh06WXiq1cgE+CNjW3qe1vt8cdZ+PjH0ZUKZDJMfOM3Mvy2tw1ckW7iGLUwj1Mskj1+HH/fvk1Vtwt3lrYUv3IVf6ZPKf5f/yul3/5tAMa/4RsY/aqv6u/YcUwyN0tw6BDZU6dwRIoLgiAIgrCH0PW6jVtfWEAtLaMbdfB8G7eez2/bNbMqlag//ji18+dpfv7zoFR7mX/wIPnXvZaxr/kahr7oi7bl+PciIsZ3ESLGt4eomRA1FE76vtaW3quqrNePBBdBLQiCIAiCIAiCIICVkMnsLOGFC+haDX9yauAYdIBkaYmFj32MxlNPAZB73euYes978CcnB96nWl7GNBtkDh0iOH4cN58feF/CncFEEc3nXyC+dg1/erovKb70iU9Q/h//A4Dxb/kWRr/8y/s6to4i1PwcwZEjZO+/f1OvZ0EQBEEQhJ2ObjRQ5QpqcYFkcRFdb4DrdiT5NrUlUpUK9SefpH7+PI3PfAaSBIDxb3g7+3/wB7flmPciIsZ3ESLGBUEQBEEQBEEQBGF3oGs1okuXiK5dxx0awhseHnhfxhgqf/iHLP3yL2OiCHdoiMl3vYviW94y+PmFIWpxAW9khODECStbZdL3jmRgKa41iz//81T+8A8BmPi2b2Pk7/7dvo6twxC1sEBw7CjZ++7D8f2+z18QBEEQBGG3osMQXS6TLC6RLC5gajUM4BaHcAuFbZPkul6n/qlPUf3zP2P63e9m6G/8jW05zr2IiPFdhIhxQRAEQRAEQRAEQdg9GKWIr98gunQRHYb4U9ObGjyLrl5l/qd+iujCBQCKX/zFTP7Tf4pbHKxfuDEGtbgIKiFz5AjBsWPSN3qHoaOIcEApvvBzP2f71DsOk9/+7Qx/6Zf2d+xmE7W0SHDsGNmTJ0WKC4IgCIJwT2OiyMatLy+j5ufRtRoYg5Mv2L7k23CtFN+8IT3GtxgR47sIEeOCIAiCIAiCIAiCsPtQ5TLhhYskszfxRscGFtlgez0v/+Zv2n7RWuNNTzP93veSe9WrBt6nbjRQS0t4ExNkT57An5gYeF/C1jGwFFeK+Z/5GWr/63+B6zL1nvcw9MVf3N+xGw3U8jLBieNkT5zYtmooQRAEQRCE3YiJY1SlgloukczNoms1jNa4ubyV5FvUekbE+NYjYnwXIWJcEARBEARBEARBEHYnJo6JLl8heuUVMAZvchLHdQfeX/PZZ5l/9FGS2VlwHEa/8isZ+9qvHXgQzmiNWlgAxyE4dpTg8GHpJX0X6Ujxq/gz+zZcgWSShLlHH6X+V38Frsv0+99P8Yu+qL9jp1I8e99JguPHN/U6FQRBEARB2OuYJLGSvFQimZtDV6uYJMFJJflmEplEjG89IsZ3ESLGBUEQBEEQBEEQBGF3kywuEl64iFpaxJuYxM1mB96XrtdZ/MVfpPqnfwpAcOIEU+9/P8Hhw4Pvs1ZDlZbxZ/aRPXEcb3R04H0Jg6GjiOZzz5HcuIE/PbNxKR7HzP3kT1J//HHwfaa/8zspPvJIf8eu1dDlMsF99xEcPyZSXBAEQRAEoQ+MUuhKhaRcJpmdQ1crmDjByWatJO/z2l/E+NYjYnwXIWJcEARBEARBEARBEHY/OgyJLr1MfPUKZAK8sTEcxxl4f7Xz51n42Z9FV6s4QcD4N34jw29728D7NEqRzM/jBBmC48cJDh6UKO07xKBSXEcRcz/+4zQ+/WnIZJj57u+m8MY39nVsVathqhWC++8nOHp0U69JQRAEQRCEex2jNbpaRZUrJHOzqHIZE0U4QSrJc7nb7kPE+NYjYnwXIWJcEARBEARBEARBEPYGxhiS2VnCCxfQtRr+5NSmosuTxUXmP/Yxmk8/DUDuwQeZeve7N9UvXFUq6GqFzIGDBMeP4w0N3htduD06DGk+/3z/UjwMmf2xH6P5mc/gBAEz3/u95B98sK9jq0oF06hbKX7kiEhxQRAEQRCELcQYY5N5SiXiuXkryZuNtiR3crk1r79EjG89IsZ3ESLGBUEQBEEQBEEQBGFvoWs1okuXiK5dxx0awhseHnhfxhgqf/AHLP3n/4yJItyhISa//dspnjs3+D7jGLUwj1MokD1xAn/fPonX3gYGluLNJrMf/SjNz38eJ5tl5l/+S/KveU1fx7ZSvEFw+hTBoUMixQVBEARBELYRYwymXkeVyyQLC6jlZXSjgeNncAsFnEKhfT0mYnzrETG+ixAxLgiCIAiCIAiCIAh7D6MU8fUbRJcuosMQf2p6U9Hl0eXLzD/6KNHFiwAM/c2/ycS3fituoTDwPlWphGk2yBy01eNuPj/wvoReOlL8Jv709MaleL3OzY98hPDZZ3HyefZ94APkHnigr2OrUgkTR+ROnZIBV0EQBEEQhLuArtdRlQpqfp5kyUpyXBd3aAhdLpN/1QNynbaFiBjfRYgYFwRBEARBEARBEIS9iyqXCS9cJJm9iTc6hlscPLrcxDHLv/7rlH7nd8AY/JkZpt73PnJnzw68Tx1FqIV5vJERghMnrMSV6uJNocPQ9hS/eRN/Zt+GJ0SoWo2bP/qjRC+8gFMosP8HfoDs6dN9HdtK8ZjcmdNkDhwY5PQFQRAEQRCELUQ3m6hSGbW0SLK4iGk2yZ09S+bgwbt9ansGEeO7CBHjgiAIgiAIgiAIgrC3MXFMdPkK0SuvgDF4k5Obii5vfuELzP30T6Pm5sB1Gf3Kr2Tsa75m4H7mxhjU0hIkMZkjRwiOHsXNZgc+v3sZ3WxaKT47258Ur1S4+SM/QnThAu7QEPt+6IfInjzZ17GTpSUwmtyZM2T27Rvk9AVBEARBEIRtREcRulzGLRYlrWkLETG+ixAxLgiCIAiCIAiCIAj3BsniIuGFi6ilRbyJyU3JZ12rsfALv0Dtz/8cgODkSabe/36CTUQy6mYTtbiINzFB9uQJ/ImJgfd1LzKwFC+VuPHDP0z88su4IyPs/6EfIjh+vK9jJ4uL4GCl+MzMAGcvCIIgCIIgCLsTEeO7CBHjgiAIgiAIgiAIgnDvoMOQ6NLLxFevQCbAGxvbVHR57a/+ioX/8B/Q1SpOEDD+zd/M8N/9uwPv02iNWlgAxyE4epTgyOGBK9HvJQaV4snSEjc//GHiK1fwxsbY98EPEhw50texk4UFHM8jd+Y0/vT0IKcvCIIgCIIgCLsWEeO7CBHjgiAIgiAIgiAIgnBvYYwhmZ0lvHABXavhT05tSj4nCwvM/8zP0PzsZwHIP/QQk+9+N/74+MD71PU6ankJf2aG7IkTeKOjA+9rr6ObTZrPPkcy16cUX1j4/7d35+FVVff+xz/7zJkPmRMgJEhIKkPBChS9v1LrgBanqwhWRXpvW62g2Kq19SoFqajUoRWpt9gfz89WcR7q0NbZ1mpF5KK1eEEqJDJlnscz7LN/f+SSaxqwOeckOTkn79fz5A/3Xvu71zo+z3rC+WStperVqxWsqpI9M1P5q1eHfdZksK5OhsspT3m5HFlZkXQfAAAAiGsE43GEYBwAAAAAgNEp1NEhf2Wl/IeqZEtNlT0tLeJaViiktj/8QY0PPSQFArKlpyvru99VyuzZkdc0TQXr62W4nHIVF8tVWDjg0He0CHV1qfvj3WGH4oHaWtWsXq1gba3sOTk9oXgY54JbliWzvl6Gx90TikfxRxAAAABAPCMYjyME4wAAAAAAjF6WaSpQVS1/ZYVCPp8c2TlRhc/+/ftVd889ClRWSpJSTz5Zmd/8pmxJSRHXNNvaFGpvkyM/v2f1eGpqxLUSSU8o/rGCtXVy5IURildXq3r1apn19XLk5yt/1aqwtkC3LEvBulrZk5PlLisjFAcAAMCoRjAeRwjGAQAAAACA2doq394KBWtrZM/wypaSEnEtKxBQ06OPqvW55yTLkiMvT9krVshTVhZVTbOhXkZystwlJT1BsM0Wcb141xuK19WFt1L84EFV33yzzMZGOQoLe0LxMLZAP7wNvz01RZ7ycra4BwAAwKhHMB5HCMYBAAAAAIDUEz779x+Qf98+ybJkz8qKKnzu/ugj1d17r8z6eslmU8Z558m7cKEMhyPimmZLi6yuTjnHjpVrwgTZkpMjrhWvQl1d6t61S8H6+rBCcf/+/aq++WaFmpvlHD9e+atWye71Dvi9Vij0P384kSFPWZnsfI8EAAAAEIzHE4JxAAAAAADwWcHGRvn2VshsapQ9M0s2tzviWqGODjVs2qSON9+UJLkmTVLOihVyFhZGXtPvl9lQL3t6ulzFJXLk5sgwjIjrxZNQZ2fPSvFwQ/HKSlWvWaNQa6ucxcXKX7kyrNXeVigks7ZGNu8YecrL2M4eAAAA+B8E43GEYBwAAAAAAPyjkM8nf+WnChw8IDldsnu9UYXPHW+/rYb771eoo0OG260xl16qtNNOi7imZVkym5okMyjnuHFyFRVFFeDHg0hDcd8nn6jmllsUam+X65hjlHfTTbKnpQ34vZZp9qwUH5PZs316auTb7AMAAACJhmA8jhCMAwAAAACAIzl8nrRv716FOjrkyMqW4XRGXC/Y0KD6e+9V944dkqSk445T9rJlYW3n/Y9C3d09K9vHZMpdUhzWednxJNT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|
||
"text/plain": [
|
||
"<Figure size 2000x1000 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"# 1. Sicherstellen, dass wir mit df_backup arbeiten\n",
|
||
"df = df_backup.copy()\n",
|
||
"\n",
|
||
"grouped_df = df.groupby(\"domain_name\")\n",
|
||
"\n",
|
||
"city_best_station = [] # (city, best_station, mean_2015)\n",
|
||
"\n",
|
||
"for city, city_df in grouped_df:\n",
|
||
" # Hat die Stadt eine Station vor 2015?\n",
|
||
" first_year_in_city = city_df[\"year\"].min()\n",
|
||
" if first_year_in_city > 2014:\n",
|
||
" continue\n",
|
||
"\n",
|
||
" city_2015 = city_df[city_df[\"year\"] == 2015]\n",
|
||
" if city_2015.empty:\n",
|
||
" continue\n",
|
||
"\n",
|
||
" means_2015 = city_2015.groupby(\"counter_site\")[\"channels_all\"].mean()\n",
|
||
" best_station = means_2015.idxmax()\n",
|
||
" best_mean_2015 = means_2015.max()\n",
|
||
"\n",
|
||
" city_best_station.append((city, best_station, best_mean_2015))\n",
|
||
"\n",
|
||
"# 2. Nach mean_2015 sortieren und Top 5 nehmen\n",
|
||
"city_best_station_sorted = sorted(\n",
|
||
" city_best_station,\n",
|
||
" key=lambda x: x[2], # sortiere nach best_mean_2015\n",
|
||
" reverse=True\n",
|
||
")\n",
|
||
"\n",
|
||
"top5 = city_best_station_sorted[:5]\n",
|
||
"\n",
|
||
"# 3. Nur Stationen der Top-5-Städte\n",
|
||
"biggest_stations = [entry[1] for entry in top5]\n",
|
||
"print(\"Ausgewählte Stationen (Top 5 Städte):\", biggest_stations)\n",
|
||
"\n",
|
||
"# 4. DataFrame nur mit diesen Stationen\n",
|
||
"df_with_biggest = df[df[\"counter_site\"].isin(biggest_stations)]\n",
|
||
"\n",
|
||
"# 5. Nur Jahre ab 2015\n",
|
||
"df_with_biggest_after_2015 = df_with_biggest[df_with_biggest[\"year\"] >= 2015]\n",
|
||
"\n",
|
||
"df_with_biggest_after_2015[\"counter_site_short\"] = df_with_biggest_after_2015[\"counter_site\"]\n",
|
||
"\n",
|
||
"df_with_biggest_after_2015.loc[\n",
|
||
" df_with_biggest_after_2015[\"counter_site\"] == \"Unterführung Steinlach/Karlstraße Südseite - Steinlachallee\",\n",
|
||
" \"counter_site_short\"\n",
|
||
"] = \"Unterführung Steinlachallee\"\n",
|
||
"df_with_biggest_after_2015[\"city_station\"] = (\n",
|
||
" df_with_biggest_after_2015[\"domain_name\"] + \" – \" + df_with_biggest_after_2015[\"counter_site_short\"]\n",
|
||
")\n",
|
||
"\n",
|
||
"# 6. Plot\n",
|
||
"plt.figure(figsize=(20, 10))\n",
|
||
"ax = sns.lineplot(\n",
|
||
" data=df_with_biggest_after_2015,\n",
|
||
" x=\"year\",\n",
|
||
" y=\"channels_all\",\n",
|
||
" hue=\"city_station\",\n",
|
||
")\n",
|
||
"ax.set_ylabel(\"Fahrradpassagen\", fontsize=14)\n",
|
||
"ax.set_xlabel(\"Jahr\", fontsize=14)\n",
|
||
"legend = ax.legend(\n",
|
||
" title=\"Stadt mit Stationsname\"\n",
|
||
")\n",
|
||
"ax.tick_params(labelsize=12)\n",
|
||
"\n",
|
||
"ax.set_title(\n",
|
||
" \"Verlauf der gezählten Fahrradpassagen ab 2015 – Top-5-Städte (größte Zählstation je Stadt)\",\n",
|
||
" fontsize=16\n",
|
||
")\n",
|
||
"plt.tight_layout()\n",
|
||
"plt.show()"
|
||
]
|
||
}
|
||
],
|
||
"metadata": {
|
||
"kernelspec": {
|
||
"display_name": "dat (3.12.3)",
|
||
"language": "python",
|
||
"name": "python3"
|
||
},
|
||
"language_info": {
|
||
"codemirror_mode": {
|
||
"name": "ipython",
|
||
"version": 3
|
||
},
|
||
"file_extension": ".py",
|
||
"mimetype": "text/x-python",
|
||
"name": "python",
|
||
"nbconvert_exporter": "python",
|
||
"pygments_lexer": "ipython3",
|
||
"version": "3.12.3"
|
||
}
|
||
},
|
||
"nbformat": 4,
|
||
"nbformat_minor": 5
|
||
}
|