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A Fair Price for Darth Vader's Medidation Chamber? A Lego Price Analysis
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{
"cells": [
{
"cell_type": "markdown",
"id": "fefd7c9c",
"metadata": {},
"source": [
"---\n",
"title: A Fair Price for Darth Vader's Medidation Chamber? A Lego Price Analysis\n",
"tags: Lego, Python\n",
"---"
]
},
{
"cell_type": "markdown",
"id": "0c346ab6",
"metadata": {},
"source": [
"Earlier this week I was taking a break from work and browsing [lego.com](lego.com) (as one does), and came across Darth Vader's Meditation Chamber ([75296](https://www.lego.com/en-us/product/darth-vader-meditation-chamber-75296)), which is newly available for preorder.\n",
"\n",
"<center><img src=\"https://www.lego.com/cdn/cs/set/assets/blt234378cdb80fb126/75296.jpg\" width=600></center>\n",
"\n",
"My first thought was \"this looks nice, but $69.99 feels a bit steep for 663 pieces.\" Being both a Lego and data nerd, I decided to see how good or bad this price actually is compared to other sets.\n",
"\n",
"<center>\n",
"<figure>\n",
"<table>\n",
"<tr>\n",
"<td><img src=\"https://austinrochford.com/resources/lego/IMG_5696.png\" width=300></td>\n",
"<td><img src=\"https://austinrochford.com/resources/lego/IMG_5698.png\" width=300></td>\n",
"</tr>\n",
"<tr>\n",
"<td><img src=\"https://austinrochford.com/resources/lego/IMG_5702.png\" width=300></td>\n",
"<td><img src=\"https://austinrochford.com/resources/lego/IMG_5699.png\" width=300></td>\n",
"</tr>\n",
"</table>\n",
"<caption>Most of my Lego collection</caption>\n",
"</figure>\n",
"</center>\n",
"\n",
"I searched for a freely available source of data on Lego set prices, but didn't find any that were suitable to answer my question. After a few hours of frustration, I wrote a small Python script using [Beautiful Soup](https://www.crummy.com/software/BeautifulSoup/) to scrape [brickset.com](brickset.com)'s historical data on Lego sets dating back to 1980. Out of respect for the hard and excellent work of the Brickset team, I won't be sharing the scraper code, but I have made the data set (scraped on June 1, 2021) publicly available. This is the first post in a series analyzing this data."
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "d42a4a85",
"metadata": {},
"outputs": [],
"source": [
"DATA_URL = 'https://austinrochford.com/resources/lego/brickset_01011980_06012021.csv.gz'"
]
},
{
"cell_type": "markdown",
"id": "50b95669",
"metadata": {},
"source": [
"First we make some standard Python imports and load the data."
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "b148a5bb",
"metadata": {},
"outputs": [],
"source": [
"%matplotlib inline"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "77459e24",
"metadata": {},
"outputs": [],
"source": [
"import datetime\n",
"from functools import reduce\n",
"from warnings import filterwarnings"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "7a97313d",
"metadata": {},
"outputs": [],
"source": [
"from matplotlib import MatplotlibDeprecationWarning, pyplot as plt\n",
"import numpy as np\n",
"import pandas as pd\n",
"import seaborn as sns"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "451a62a3",
"metadata": {},
"outputs": [],
"source": [
"filterwarnings('ignore', category=MatplotlibDeprecationWarning)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "7f07f347",
"metadata": {},
"outputs": [],
"source": [
"plt.rcParams['figure.figsize'] = (8, 6)\n",
"\n",
"sns.set(color_codes=True)"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "c657d5b2",
"metadata": {},
"outputs": [],
"source": [
"def to_datetime(year):\n",
" return np.datetime64(f\"{round(year)}-01-01\")"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "c48d63f8",
"metadata": {
"scrolled": false
},
"outputs": [],
"source": [
"full_df = (pd.read_csv(DATA_URL,\n",
" usecols=[\n",
" \"Year released\", \"Set number\",\n",
" \"Name\", \"Set type\", \"Theme\", \"Subtheme\",\n",
" \"Pieces\", \"RRP\"\n",
" ])\n",
" .dropna(subset=[\n",
" \"Year released\", \"Set number\",\n",
" \"Name\", \"Set type\", \"Theme\",\n",
" \"Pieces\", \"RRP\"\n",
" ]))\n",
"full_df[\"Year released\"] = full_df[\"Year released\"].apply(to_datetime)\n",
"full_df = (full_df.set_index([\"Year released\", \"Set number\"])\n",
" .sort_index())"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "c2ee81f6",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th></th>\n",
" <th>Name</th>\n",
" <th>Set type</th>\n",
" <th>Theme</th>\n",
" <th>Pieces</th>\n",
" <th>RRP</th>\n",
" <th>Subtheme</th>\n",
" </tr>\n",
" <tr>\n",
" <th>Year released</th>\n",
" <th>Set number</th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th rowspan=\"5\" valign=\"top\">1980-01-01</th>\n",
" <th>1041-2</th>\n",
" <td>Educational Duplo Building Set</td>\n",
" <td>Normal</td>\n",
" <td>Dacta</td>\n",
" <td>68.0</td>\n",
" <td>36.50</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1075-1</th>\n",
" <td>LEGO People Supplementary Set</td>\n",
" <td>Normal</td>\n",
" <td>Dacta</td>\n",
" <td>304.0</td>\n",
" <td>14.50</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1101-1</th>\n",
" <td>Replacement 4.5V Motor</td>\n",
" <td>Normal</td>\n",
" <td>Service Packs</td>\n",
" <td>1.0</td>\n",
" <td>5.65</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1123-1</th>\n",
" <td>Ball and Socket Couplings &amp; One Articulated Joint</td>\n",
" <td>Normal</td>\n",
" <td>Service Packs</td>\n",
" <td>8.0</td>\n",
" <td>16.00</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1130-1</th>\n",
" <td>Plastic Folder for Building Instructions</td>\n",
" <td>Normal</td>\n",
" <td>Service Packs</td>\n",
" <td>1.0</td>\n",
" <td>14.00</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" Name \\\n",
"Year released Set number \n",
"1980-01-01 1041-2 Educational Duplo Building Set \n",
" 1075-1 LEGO People Supplementary Set \n",
" 1101-1 Replacement 4.5V Motor \n",
" 1123-1 Ball and Socket Couplings & One Articulated Joint \n",
" 1130-1 Plastic Folder for Building Instructions \n",
"\n",
" Set type Theme Pieces RRP Subtheme \n",
"Year released Set number \n",
"1980-01-01 1041-2 Normal Dacta 68.0 36.50 NaN \n",
" 1075-1 Normal Dacta 304.0 14.50 NaN \n",
" 1101-1 Normal Service Packs 1.0 5.65 NaN \n",
" 1123-1 Normal Service Packs 8.0 16.00 NaN \n",
" 1130-1 Normal Service Packs 1.0 14.00 NaN "
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"full_df.head()"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "1ef1cb37",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th></th>\n",
" <th>Name</th>\n",
" <th>Set type</th>\n",
" <th>Theme</th>\n",
" <th>Pieces</th>\n",
" <th>RRP</th>\n",
" <th>Subtheme</th>\n",
" </tr>\n",
" <tr>\n",
" <th>Year released</th>\n",
" <th>Set number</th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th rowspan=\"5\" valign=\"top\">2021-01-01</th>\n",
" <th>80022-1</th>\n",
" <td>Spider Queen's Arachnoid Base</td>\n",
" <td>Normal</td>\n",
" <td>Monkie Kid</td>\n",
" <td>1170.0</td>\n",
" <td>119.99</td>\n",
" <td>Season 2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>80023-1</th>\n",
" <td>Monkie Kid's Team Dronecopter</td>\n",
" <td>Normal</td>\n",
" <td>Monkie Kid</td>\n",
" <td>1462.0</td>\n",
" <td>149.99</td>\n",
" <td>Season 2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>80024-1</th>\n",
" <td>The Legendary Flower Fruit Mountain</td>\n",
" <td>Normal</td>\n",
" <td>Monkie Kid</td>\n",
" <td>1949.0</td>\n",
" <td>169.99</td>\n",
" <td>Season 2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>80106-1</th>\n",
" <td>Story of Nian</td>\n",
" <td>Normal</td>\n",
" <td>Seasonal</td>\n",
" <td>1067.0</td>\n",
" <td>79.99</td>\n",
" <td>Chinese Traditional Festivals</td>\n",
" </tr>\n",
" <tr>\n",
" <th>80107-1</th>\n",
" <td>Spring Lantern Festival</td>\n",
" <td>Normal</td>\n",
" <td>Seasonal</td>\n",
" <td>1793.0</td>\n",
" <td>119.99</td>\n",
" <td>Chinese Traditional Festivals</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" Name Set type \\\n",
"Year released Set number \n",
"2021-01-01 80022-1 Spider Queen's Arachnoid Base Normal \n",
" 80023-1 Monkie Kid's Team Dronecopter Normal \n",
" 80024-1 The Legendary Flower Fruit Mountain Normal \n",
" 80106-1 Story of Nian Normal \n",
" 80107-1 Spring Lantern Festival Normal \n",
"\n",
" Theme Pieces RRP \\\n",
"Year released Set number \n",
"2021-01-01 80022-1 Monkie Kid 1170.0 119.99 \n",
" 80023-1 Monkie Kid 1462.0 149.99 \n",
" 80024-1 Monkie Kid 1949.0 169.99 \n",
" 80106-1 Seasonal 1067.0 79.99 \n",
" 80107-1 Seasonal 1793.0 119.99 \n",
"\n",
" Subtheme \n",
"Year released Set number \n",
"2021-01-01 80022-1 Season 2 \n",
" 80023-1 Season 2 \n",
" 80024-1 Season 2 \n",
" 80106-1 Chinese Traditional Festivals \n",
" 80107-1 Chinese Traditional Festivals "
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"full_df.tail()"
]
},
{
"cell_type": "markdown",
"id": "a5a2f9f8",
"metadata": {},
"source": [
"Most of the fields are fairly self-explanatory. `RRP` is the recommended retail price of the set in dollars.\n",
"\n",
"For fun, I have also exported my Lego collection from Brickset and load it now."
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "92679acf",
"metadata": {},
"outputs": [],
"source": [
"MY_COLLECTION_URL = 'https://austinrochford.com/resources/lego/Brickset-MySets-owned-20210602.csv'"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "4201ea54",
"metadata": {},
"outputs": [],
"source": [
"my_df = pd.read_csv(MY_COLLECTION_URL)"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "ed24c87a",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Index(['8092-1', '10221-1', '10266-1', '10281-1', '10283-1', '21309-1',\n",
" '21312-1', '21320-1', '21321-1', '31091-1', '40174-1', '40268-1',\n",
" '40391-1', '40431-1', '40440-1', '41602-1', '41608-1', '41609-1',\n",
" '41628-1', '75030-1', '75049-1', '75074-1', '75075-1', '75093-1',\n",
" '75099-1', '75136-1', '75137-1', '75138-1', '75162-1', '75176-1',\n",
" '75187-1', '75229-1', '75243-1', '75244-1', '75248-1', '75254-1',\n",
" '75255-1', '75263-1', '75264-1', '75266-1', '75267-1', '75269-1',\n",
" '75273-1', '75277-1', '75278-1', '75283-1', '75292-1', '75297-1',\n",
" '75302-1', '75306-1', '75308-1', '75317-1', '75318-1'],\n",
" dtype='object')"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"my_df.index"
]
},
{
"cell_type": "markdown",
"id": "76d19073",
"metadata": {},
"source": [
"We add a column to `full_df` indicating whether or not I own the set represented by each row."
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "7cf48bd5",
"metadata": {},
"outputs": [],
"source": [
"full_df[\"austin\"] = (full_df.index\n",
" .get_level_values(\"Set number\")\n",
" .isin(my_df.index))"
]
},
{
"cell_type": "markdown",
"id": "66aaed52",
"metadata": {},
"source": [
"## Exploratory Data Analysis\n",
"\n",
"First we check for any missing data."
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "e9b5fa36",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Name 0.000000\n",
"Set type 0.000000\n",
"Theme 0.000000\n",
"Pieces 0.000000\n",
"RRP 0.000000\n",
"Subtheme 0.241825\n",
"austin 0.000000\n",
"dtype: float64"
]
},
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"full_df.isnull().mean()"
]
},
{
"cell_type": "markdown",
"id": "b7b6af5a",
"metadata": {},
"source": [
"About a quarter of the sets do not have a `Subtheme`, but each set has data for every other column. We see below that most sets are classified as \"normal\" building sets, but there are some books and other types of sets present in the data."
]
},
{
"cell_type": "code",
"execution_count": 16,
"id": "1b3c2a3c",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 576x432 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"ax = (full_df[\"Set type\"]\n",
" .value_counts(ascending=True)\n",
" .plot(kind='barh'))\n",
"\n",
"ax.set_xscale('log');\n",
"ax.set_xlabel(\"Number of sets\");\n",
"\n",
"ax.set_ylabel(\"Set type\");"
]
},
{
"cell_type": "markdown",
"id": "ea98d62a",
"metadata": {},
"source": [
"For simplicity, we will focus only on \"normal\" sets."
]
},
{
"cell_type": "code",
"execution_count": 17,
"id": "925f1d73",
"metadata": {},
"outputs": [],
"source": [
"FILTERS = [full_df[\"Set type\"] == \"Normal\"]"
]
},
{
"cell_type": "code",
"execution_count": 18,
"id": "8136921f",
"metadata": {},
"outputs": [],
"source": [
"df = full_df[reduce(np.logical_and, FILTERS)]"
]
},
{
"cell_type": "markdown",
"id": "1131d34b",
"metadata": {},
"source": [
"We still have information on over 8,000 sets."
]
},
{
"cell_type": "code",
"execution_count": 19,
"id": "e58f4cd6",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"count 8163.000000\n",
"mean 265.848095\n",
"std 489.269642\n",
"min 1.000000\n",
"25% 34.000000\n",
"50% 102.000000\n",
"75% 310.000000\n",
"max 11695.000000\n",
"Name: Pieces, dtype: float64"
]
},
"execution_count": 19,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df[\"Pieces\"].describe()"
]
},
{
"cell_type": "markdown",
"id": "e21bc172",
"metadata": {},
"source": [
"The set with the most pieces is the recently released World Map, ([31203-1](https://www.lego.com/en-my/themes/art/world-map))."
]
},
{
"cell_type": "code",
"execution_count": 20,
"id": "1aadd087",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Name World Map\n",
"Set type Normal\n",
"Theme Art\n",
"Pieces 11695.0\n",
"RRP 249.99\n",
"Subtheme Miscellaneous\n",
"austin False\n",
"Name: (2021-01-01 00:00:00, 31203-1), dtype: object"
]
},
"execution_count": 20,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df.loc[df[\"Pieces\"].idxmax()]"
]
},
{
"cell_type": "markdown",
"id": "781da79d",
"metadata": {},
"source": [
"<center><img src=\"https://www.lego.com/cdn/cs/set/assets/blt6e4605758d75ce41/31203.jpg\" width=500></center>"
]
},
{
"cell_type": "markdown",
"id": "fd922fda",
"metadata": {},
"source": [
"I love the idea of a Lego world map, but I'm not in love with the ocean color, so I'll probably pass on this beast.\n",
"\n",
"We see below that here are many sets with very few pieces (presumably replacement parts, minifigures, and promotional sets)."
]
},
{
"cell_type": "code",
"execution_count": 21,
"id": "9d7bfd43",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 576x432 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"max_pieces = df[\"Pieces\"].max()\n",
"plt_max_pieces = 1.1 * max_pieces\n",
"\n",
"ax = sns.kdeplot(data=full_df, x=\"Pieces\",\n",
" label=\"All sets\")\n",
"sns.rugplot(data=full_df, x=\"Pieces\",\n",
" c='k', alpha=0.1, ax=ax);\n",
"\n",
"THRESHES = [1, 10, 25, 50, 100]\n",
"\n",
"for thresh in THRESHES:\n",
" sns.kdeplot(data=full_df[full_df[\"Pieces\"] > thresh],\n",
" x=\"Pieces\",\n",
" clip=(thresh, plt_max_pieces),\n",
" label=f\"Sets with more\\nthan {thresh} pieces\",\n",
" ax=ax);\n",
"\n",
"ax.set_xscale('log');\n",
"ax.set_xticks(THRESHES + [10**3, 10**4])\n",
"ax.set_xlim(0.9, plt_max_pieces);\n",
"\n",
"ax.set_yticks([]);\n",
"ax.legend();"
]
},
{
"cell_type": "markdown",
"id": "6f4e7109",
"metadata": {},
"source": [
"We filter our analysis to sets with more than 10 pieces."
]
},
{
"cell_type": "code",
"execution_count": 22,
"id": "80931033",
"metadata": {},
"outputs": [],
"source": [
"FILTERS.append(full_df[\"Pieces\"] > 10)"
]
},
{
"cell_type": "code",
"execution_count": 23,
"id": "97918889",
"metadata": {},
"outputs": [],
"source": [
"df = full_df[reduce(np.logical_and, FILTERS)]"
]
},
{
"cell_type": "markdown",
"id": "b08da62e",
"metadata": {},
"source": [
"Note that by using `FILTERS.append` the order of execution of cells in this notebook becomes very important ([notebooks are bad](https://www.youtube.com/watch?v=7jiPeIFXb6U), etc., but I love them anyway).\n",
"\n",
"We now examine the distribution of sets across themes."
]
},
{
"cell_type": "code",
"execution_count": 24,
"id": "d4423c4c",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"count 134.000000\n",
"mean 52.992537\n",
"std 94.157163\n",
"min 1.000000\n",
"25% 7.000000\n",
"50% 19.000000\n",
"75% 52.500000\n",
"max 556.000000\n",
"Name: Theme, dtype: float64"
]
},
"execution_count": 24,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"(df[\"Theme\"]\n",
" .value_counts()\n",
" .describe())"
]
},
{
"cell_type": "code",
"execution_count": 25,
"id": "575410ee",
"metadata": {
"scrolled": true
},
"outputs": [],
"source": [
"n_theme = df[\"Theme\"].nunique()\n",
"\n",
"N_THEME_PLOTS = 12\n",
"N_THEME_COLS = 2\n",
"n_theme_rows = N_THEME_PLOTS // N_THEME_COLS\n",
"\n",
"n_themes_per_plot = int(np.ceil(n_theme / N_THEME_PLOTS))"
]
},
{
"cell_type": "code",
"execution_count": 26,
"id": "1f5ce7c7",
"metadata": {
"scrolled": false
},
"outputs": [
{
"data": {
"image/png": 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nMTHxofubM2cOCQkJWRihiIjIE1gUedWqVUDKf5T7+voSEhLyuA/52BQoUICjR49y48YN8ufPT2xsLPv27aNo0aKZ2v+rr76ifv36FC5c+JHiWLt2LQULFqRMmTLptsmTJw9ffvkl/fv3v2fbBx98kKnjdOnS5YHiKliwoHF9IyIimDx5MsHBwQ/UR1JSErt37+bWrVs0bNjwgfYVERERySqzZ8+mQoUKmM1munbtyvfff0/Lli0fqq+5c+fSs2dP7O3tszhKERHJybLtLVc7duzgs88+IyEhgVy5cuHv74+7uzuQUrBYvnw5ZrMZJycnAgMDKVu2LMHBwWzYsIF8+fJx7NgxnJ2dmTNnDi4uLhw5coTRo0dz+/Zt4uPjef3113n77bcBuHjxIoMHD+by5cuULFkSgIYNG9KtWzdiYmKYOHEiR44cIT4+Hg8PD/z9/bG1tU0z7hYtWrBhwwa6du3Kli1baNasGd9++62x3dPTk/nz51OhQoVUn3/44QeioqLw8/PDwcGB6dOnc+nSJWbOnEl8fDxms5l3332XVq1aASkjaqpUqcLvv/9OVFQULVq0YNCgQaxZs4aDBw8ybtw4Zs6cyZAhQ6hfv/49cfbp04fZs2fzxhtvUKhQoVTbhg4dSpUqVejWrRtz5szh1KlTREdHc/bsWUqVKsWsWbPIkycPc+bM4datWwwZMuS+5zcjd4p5ERER93y+8+du3bqxa9cuWrZsyYoVK0hOTmbXrl20atXqnuTpjz/+YNq0acYIJD8/P5o2bcqVK1cYOHCgMQqqXr16BAQEZCpGERERkbTEx8cTHx9Pvnz5iI2NZdy4cRw4cACANm3a0KdPHwC++OILNm7ciNlsxsHBgcDAQF5++WVGjx4NQOfOnbGxsWHJkiVs3ryZoKAg7O3tSU5OZubMmZQrVy7bfqOIiFinbCnonDlzhnnz5rF48WKcnJw4duwYvXv3Zvv27ezdu5fNmzezbNky7O3t2bFjBwEBAaxYsQKAAwcOsH79eooVK8bw4cNZunQpAwYMoHjx4saNMTY2lo4dO9KoUSPKlSvHuHHj8PDwoF+/fvz99994e3sboz8mTpxI7dq1GT9+PMnJyUbR5PXXX08z9vbt2zNw4EC6du3KunXrGDFiRKqCTnr69u3LqlWrjKc9AC4uLixfvhxbW1suX75M+/btadiwIfnz5wfgn3/+YdmyZcTGxtKsWTM6dOiAr68v69ato2fPnrzyyivpHq9o0aL4+Pgwf/78DIsaBw8eZPXq1Tg7O9OrVy9CQ0Pv+f33O7+P6vr165QrV47333/f+HynkAQpBaA7bt68yahRo1iwYAFFihQhKiqKDh06sGHDBkJDQ3nhhReMaWI3btx45NhEREQkZ7rzEO7MmTM0bNiQhg0bMnXqVJKTkwkNDSU2NpZOnTrh6upKkyZNaNu2LT179gRg165djBo1im+++YZRo0axfPlyVqxYgaOjIwBTpkxhw4YNFCtWjISEBMxmc3b+VBERsVLZUtD56aefOHPmDF27djW+S0pK4vLly2zbto3Dhw/TsWNHACwWCzdv3jTa1ahRg2LFigHg5ubGrl27AIiLiyMwMJAjR45gMpmIiori8OHDlCtXjoiICIYPHw6kFCbq1atn9Ldt2zb279/Pl19+afRzvylUJUuWNApNt2/fNoozD+Pq1asEBAQQGRmJra0tN27c4NSpU8ZIJS8vL2xsbHB2dqZcuXKcOXOG0qVLZ7r///73v7Rs2TLDkTQNGzYkX758AFSrVo0zZ87c0+Z+5/dROTg40KJFi0y1/e233zh37hy9e/c2vjOZTERGRuLm5saXX37J5MmTqVOnjqZsyTPJxcU5u0OQu+h6iDy77jyEi4+P5/333ycoKIiwsDACAgIwmUw4OTnRqlUrwsLCaNKkCQcPHuTzzz/nxo0bmEwmTp8+nW7fdevWxd/fn1dffZWmTZsaI8hFngTdu3IuXftnT7ZNuWrUqBFTpky553uLxYKvr2+667w4ODgYf7a1tTWeaHzyySe4uLgwadIk7Ozs6NmzJ/Hx8RnGYbFYmDdv3gPdSNu2bcvgwYONESV3s7W1JTk52fh8vxgCAwPx9PRk7ty5mEwmmjdvnqp9er81swoUKGBMq7qffx8nrZgf9vwC2NnZYbFYjM//3i9PnjyYTKZM9WWxWHB1dWXZsmVpbl+3bh27du0iJCSEBQsW8PXXX2eqXxFrcelSdHaHIP/j4uKs62GlbGxMFC7slN1hiJVwcHCgadOmbN++HYvFck/OYjKZSEhI4IMPPmDp0qVUrlyZixcv0rhx43T7nDt3LgcOHCA8PJw333yTwMBAmjRp8rh/igigXCKnUt5inTLKWbLlteUNGjTgp59+4tixY8Z3+/fvB1LWnAkJCeHChQsAmM1mDh48mGGf0dHRPP/889jZ2XH06FH27t1rbKtTpw5r164FUqYxhYeHG9s8PT1ZsGCBUSy5evUqZ8+eve+xWrRoQa9evfD29r5nW6lSpYx51WFhYVy+fNnY5ujoSHT0//+XKDo6muLFi2Mymfjll1+IjIzM8Hem1c/9vP322/z8889pjrp5EPc7vxl57rnnSExMNH7fhg0b7tveyckp3d9XvXp1IiMjU13D/fv3Y7FYOHv2rPG0zN/fnz///DNVcU1ERETkQSUnJ7Nnzx5Kly5N/fr1Wb16NRaLhZiYGDZt2kS9evVISEggKSnJGEW+fPnyVH04OjoSExMDpIxKP3v2LNWqVaNPnz40aNCAQ4cOPfHfJSIi1i9bRuiULl2aqVOnMmzYMOLi4khMTKRGjRpUq1aN2rVr8+GHH9K3b1/MZjOJiYl4eXlRpUqV+/bZt29fBg8ezPr16ylVqhS1a9c2tg0bNozBgwezadMmypYtS40aNXBySqlyBQQEMHXqVHx8fDCZTOTKlYuAgID7jthxdHQ0FsD7tw8++IChQ4eyatUqatSowQsvvGBse/PNNwkICCB37txMnz6dgQMHMnr0aBYuXIirqyuurq6ZOn+dOnVi8uTJfPHFFwwePDjNRZHvyJs3L//9738ZO3ZspvpOz/3Ob0bs7OwYNmwYPXr0oHjx4hm+grxZs2aEhITg4+Nzz6LI+fPnZ968eUydOpUJEyaQmJhIyZIlmT9/Prt37+bLL780RkmNHj0aG5tsqVmKiIiIlbuzhk5iYiLly5fnvffew87OjrFjxxoP9dq0aWOMxPHz86NDhw4UK1bsntE5PXv25M033yR37twsXryYoUOHEh0djclkolixYgwcOPCJ/z4REbF+Jsvdc2GeUXFxcdjZ2WFnZ2csohsUFETZsmWzO7SnWmBgIC+88EK6xatnTa9x3xF17XZ2hyGSrtDpPhoq+xTR0GXrpSlX8ixQ3iIPQ7lEzqW8xTpllLNk2xo6T9Lp06cZMmQIFouFpKQk+vfvr2JOBgICAjh06BD//e9/szsUEREREREREfmXHFHQqVixIiEhIdkdhlWZMGFCdocgIiIiIiIiIunQAiMiIiIiIiIiIlYmR6yhIyLyLIiLTyL6ptZLeFpoLrr10ho6IpJTJSSauXH9VnaHIdlAeYt10ho6Ipl05UoMycmPVt/UX5Q5k667iIg8aY+at+jelTO5uDhndwgikoU05UpERERERERExMqooCMiIiIiIiIiYmVU0BERERERERERsTIq6IiIiIiIiIiIWBkVdERERERERERErIwKOiIiIiIiIiIiVkYFHRERERERERERK6OCjoiIiIiIiIiIlVFBR0RERERERETEyqigIyIiIiIiIiJiZVTQERERERERERGxMiroiIiIiIiIiIhYGRV0RERERERERESsjAo6IiIiIiIiIiJWRgUdEREREREREREro4KOiIiIiIiIiIiVscvuAESeFoULO2VJPy4uzlnSj1iXJ3Hd4+KTiL55+7EfR0REnn5ZkbcoZ8l5EhLN2R2CiGQhFXRE/qfXuO+Iuqb/WJanV+h0H6KzOwgREXkqKG+RhxE63Se7QxCRLKQpVyIiIiIiIiIiVkYFHRERERERERERK6OCjoiIiIiIiIiIlVFBx8p5enri5eVFmzZtaN26NRs3bszukPD09KRhw4aYzf9/0bU1a9bg6urK0qVLAfj6668JCgrKpghFRESefXfnCP/5z3/o27cv+/btS9Vm//799OjRg1dffZXWrVvTvXt39uzZc09fCQkJBAYG0qpVK7y9vWndujWhoaFP6qfcIzg4GD8/v1Tf/fjjj3Tv3v2xH/vnn3/mjTfeoFmzZrRv356OHTsSHBwMwMWLF+8bQ1pxi4iIPKxMLYpssVhYtWoVGzZs4Nq1a4SGhrJnzx4uXbpEy5YtH3eMkoHZs2dToUIF/vrrLzp37ky9evUoVKjQEzl2UlISdnb3/mPk4uLCzz//TJMmTQBYt24dlStXNrZ36dIlS+NITk7GZDJhMpmytF8REZH0WEN+dCdHAPjuu+/o06cPixcvxs3NjSNHjvDf//6XKVOm0KhRIwAiIyM5fPjwPf189dVXXL9+nfXr12Nra0tsbCyXLl16Ir8hvVwjq5jNZmxtbTPV9ueffyYgIIDZs2fj7u4OwJkzZ1i9ejUARYsWZcmSJWnum5SUlCXxioiI3JGpu+OsWbPYtWsXb731FqNGjQLg+eefZ+LEiU9NwiJQqVIlHB0dOXfuHNHR0YwcOZKrV69iZ2fHgAEDaNy4MStWrODIkSOMGjWK/fv307FjR1atWkW1atUIDAzk5ZdfplOnTvzxxx9MmzaN2NhYAPz8/GjatCnnzp3D19eXbt26sWvXLtq0aZNmcaZdu3YEBwfTpEkTzp49y+3bt42EEmDOnDncunWLIUOGEBwczIYNG8iXLx/Hjh3D2dmZOXPm4OLiAsDChQv59ttvMZvNFC1alLFjx+Li4sKcOXOIjIzk1q1bnD17lq+++opZs2YRHh6Ovb09efPmZcWKFU/m5IuISI5jbfnRa6+9xv79+1m8eDGzZ89m4cKFdOjQwSjmALz44ou8+OKL9+x74cIFnnvuOaPw4ejoiKOjI5D6nv7vz3PmzOH48ePcunWL8+fPU7ZsWSZMmICzszMJCQnMmDGDPXv2kJiYSIUKFQgMDMTR0ZGhQ4fi6OjI6dOnuXbtmjEC5kHs2LGDzz77jISEBHLlyoW/vz/u7u5EREQwYcIEatWqxYEDB+jbty+FCxdm/Pjx3Lp1i7x58zJs2DCqVat2T5+ffvop/fr1M4o5AKVKleKjjz4CMPKkiIgIAFxdXfn444/ZsWMHNWvWpFSpUsZ+J0+exN/fn9u3b5OcnEy7du3o1avXA/9OERHJuTJV0Fm7di1r166lUKFCBAYGAlCiRAnOnj37OGOTBxQeHk58fDylS5emV69evP7663Ts2JHjx4/TtWtXNm/eTL169YypTmFhYVSvXp3w8HCqVatGWFgYPXv25ObNm4waNYoFCxZQpEgRoqKi6NChAxs2bADg+vXrlCtXjvfffz/dWDw8PFi+fDk3btxg7dq1tG3bloMHD6bb/sCBA6xfv55ixYoxfPhwli5dyoABAwgJCeHMmTN888032NjYsHz5ciZNmsT06dMB2Lt3L8HBwRQqVIi//vqLsLAwNm/ejI2NDTdu3Mi6kyvylHBxcc7uEOQuuh45mzXmR25ubmzbtg2Av/76Cy8vr0zt17FjR3r16kVERATVq1encePGNGvWLFP7/vrrr6xbt47nnnsOf39/5s2bx5AhQ1i0aBHOzs7G6JapU6eyYMECBgwYAMBvv/3G0qVLyZs3b5r97tq1Cx+f//8K5piYGF544QUgZdTMvHnzWLx4MU5OThw7dozevXuzfft2AI4ePUpgYCAjRowgISGB1157jQkTJlC/fn3CwsLw8/Pju+++w97ePtUx//rrL0aOHJmp331HcnKyMWrn7sLU8uXLady4Me+99x6A8hZ5YnTvyrl07Z89mSromM1m4ynMnSktsbGx6d5g5cny8/PDwcEBJycn5syZg42NDYcOHcLX1xeAl156iZdffpnff/8dT09P4uPjuXDhAmFhYXz00Ud89tlneHt7k5iYSKlSpdixYwfnzp2jd+/exjFMJhORkZEULFgQBwcHWrRocd+YTCYTLVq0YOPGjWzatImvv/76vgWdGjVqUKxYMSAl2dy1axcA27Zt4+DBg7Rr1w5I+WfRycnJ2K9x48bG9LKSJUtiNpsZNmwYHh4evPLKKw9xNkWebpcuRWd3CPI/Li7Ouh5WysbGROHCThk3zIA15kcWiyXNP2fE1dWVH374gT179vDrr78yduxYdu7cyZgxYzLct2nTpjz33HMAdOjQgXHjxgEp9/iYmBi+/fZbIGWdnooVKxr7eXl53fdc1q9fn9mzZxuff/zxR7744gsAfvrpJ86cOUPXrl2N7UlJSVy+fBlIGYlUvXp1AE6dOkWuXLmoX78+APXq1SNXrlycOnUKV1fX+/42Pz8/Tp8+zZUrV/jll1/SbHMnh/m32rVrM3nyZBITE/Hw8KBu3br3PZZIVtG9K2dS3mKdMspZMlXQadKkCRMnTiQgIABISQBmzZql/2B+Stw9Px5SnlCl5U6yWbduXbZv386VK1eoU6cOY8aMYfv27Xh4eAAp19fV1ZVly5bd08e5c+fIkydPptaqubNQYJ06dShYsOB92zo4OBh/trW1NRZUtlgs9O3blw4dOqS5351EGsDZ2ZmNGzcSERFBWFgY06ZNY+3atcbULRERkaxkjfnRgQMHKF++PACVK1dm//79mR5p4+DgQMOGDWnYsCFNmzalR48ejBkzBltbW5KTk4128fHx6fZhsViMHMJisTBq1Cjq1auXZttHLYw1atSIKVOm3PP9iRMnUvV9d0x3S+u7l19+mQMHDvDyyy8DKTlYbGwsNWrUSDeO9H5H8+bNcXd355dffmHhwoWsWbOGadOmZfi7RERE7sjUW678/f2JioqiZs2aREdHU716dc6fP8+gQYMed3zyEJycnHj55ZdZu3YtkJK4HD58GDc3NyCloLNgwQLjyVSNGjVYuHChkVBVr16dyMhIwsPDjT7379//QE/yIGXEzIABA+jXr99D/xZPT09j6hakPL1La7FGgKtXrxIXF0fjxo0ZNGgQzs7OT/WwdxERsW7Wlh9t3bqVr7/+mh49egDwzjvv8M033xijYiFlXZe03pi5d+9eY3QLwJ9//kmJEiWAlDVk/vzzT5KTk4mJiTGmNd2xfft2rl69CqRMU7vzAMnT05OgoCDi4uKAlAdSJ06cyJLf2qBBA3766SeOHTtmfLd///4025YtW5aEhAQj7wkPDycpKYnSpUvf07Zfv358+umnqfq6ffv2Q8UYGRmJi4sL7du357333uPAgQMP1Y+IiORcmRqh4+TkxLx587h8+TLnz5+nWLFiGvXwlJs2bRojR44kKCgIOzs7pkyZYkxNqlu3LoMHDzYKOHXr1mXlypXGUN/8+fMzb948pk6dyoQJE0hMTKRkyZLMnz//gePo1KnTI/2Otm3bcv36dbp16wakPEXr0qVLqiHZd/zzzz+MGDGCpKQkzGYzjRs3TrVooYiISFayhvzIz88Pe3t7bt++Tbly5ViwYIFxb6xYsSLz589nxowZjBw5kjx58lCwYME0X6t97tw5xo0bR2JiIjY2NhQuXJipU6cCKYstb968mVatWvHiiy+meqslpExhCggI4OzZs5QpU4ahQ4cC0KdPH+bOnUuHDh2MN1X279+fcuXKPfLvLl26NFOnTmXYsGHExcWRmJhIjRo10lzo2N7entmzZ6daFHnWrFn3rJ8DKVO9x4wZw4QJE7h06RLPPfcc9vb2mZp69m+bN28mNDSUXLlyYTKZjJFeIiIimWWyPMCwi5iYGOOtR3cULVo0y4MSyQ69xn1H1LWHe8om8iSETvfR3OeniOaiW6+sWkPnDuVH6fv3G7Ak6yhvkYehXCLnUt5inbJkDZ1du3YxYsQIzp8/n2rajclk4tChQ48epYiIiIiVUX4kIiIi2SlTBZ1hw4bRr18/WrZsSe7cuR93TCIiIiJPPeVHGXv//fezOwQREZFnVqYKOvHx8bRv3x5bW9vHHY+IiIiIVVB+JCIiItkpU2voLFiwAIvFQp8+fTL1umoREcl6cfFJRN/UeglPC81Ft15ZtYaO8iMRsTYJiWZuXL+V3WFINlDeYp0yylkyVdA5ffo0vXr14tq1axQsWDDVth9++OHRoxR5Cly5EkNy8oO9mv3f9BdlzqTrnjPpuluvrCroKD+S7PSoeYv+DsuZdN1zLl1765QliyL7+flRq1YtvLy8NEdcREREBOVHIiIikr0yVdA5d+4c69atw8bG5nHHIyIiImIVlB+JiIhIdspUBvLqq68SHh7+uGMRERERsRrKj0RERCQ7ZWqETkJCAn379qVWrVoULlw41bYpU6Y8lsBEREREnmbKj0RERCQ7ZaqgU758ecqXL/+4YxERERGxGsqPREREJDtlqqDTv3//xx2HiIiIiFVRfiQiIiLZKVMFHYBffvmFjRs3cvXqVebPn8+BAweIiYmhXr16jzM+ERERkaeW8iMRERHJLplaFHnJkiUEBgZSunRp9uzZA0Du3LmZNWvWYw1ORERE5Gml/EhERESyU6YKOv/3f//Hl19+SZ8+fYxXc5YtW5ZTp0491uBEREREnlbKj0RERCQ7ZaqgExsbS7FixQAwmUwAJCUlkStXrscXmYiIiMhTTPmRiIiIZKdMFXRq167NggULUn331Vdf4eHh8ViCEhEREXnaKT8SERGR7GSyWCyWjBpFRUXx7rvvcv36dS5evEiJEiVwcnJi/vz5uLi4PIk4RR67K1diSE7O8F+H+3JxcebSpegsikisha57zqTrbr1sbEwULuz0yP0oP5Ls9Kh5i/4Oy5l03XMuXXvrlFHOkqm3XBUpUoQ1a9awf/9+zp8/T7FixahWrZoxX1xEREQkp1F+JCIiItkp068tN5lMuLm5UbVqVeO75ORkJS0iIiKSYyk/EhERkeySqYLOn3/+yZgxYzhy5Ajx8fEAWCwWTCYThw4deqwBioiIiDyNlB+JiIhIdsrUGjre3t688sor+Pj4kDt37lTbihcv/tiCExHJaeLik4i+eTu7w5BM0Fx065VVa+goPxIRa5OQaObG9VvZHYZkA+Ut1ilL1tD5+++/GTBggPFKTpFnUa9x3xF1Tf8hLdkrdLoPutWKWAflR5KdlLfIwwid7pPdIYhIFsrUBO///Oc//Pzzz487FhERERGrofxIREREslO6I3Q+/vhj44lTQkIC/fv3p2bNmjz33HOp2k2ZMuXxRigiIiLylFB+JCIiIk+LdAs6L774YqrPL7300mMPRkRERORppvxIREREnhbpFnT69+/Phg0baN269ZOM55Fs3ryZzz//HIvFQnx8PJUrV2b69OnZHVYqERER9OnTh9KlSwMprzbt27cvLVu2vO9+586dw9fXl4iIiAyP8ffffzNmzBjOnz8PQK5cuZg0aRIVKlR45Pgf1dChQ9m1axcFCxYkLi6O//znPwwaNOih+wsKCsLb25vChQtnYZQiIiJpy8r8yNPTE3t7e+zt7Y18oFWrVsyaNYvy5ctnmBv8282bN1m5ciW9e/d+5NgyY9++fYwcORI7OzuGDh1K3bp1jW2HDh3i1KlTqX6Dq6sr+/btw9HR8ZGO+9NPP/Hpp59y9epV7OzsKFmyJB999BGurq4P1M/d53nOnDncunWLIUOG3NPufttERESy030XRR45cqTVFHSioqIYPXo0a9eupVixYlgsFg4fPpzdYaWpXLlyBAcHA3D8+HE6duyIl5cXNjaZWtIoQ6NHj6ZRo0Z0794dgIsXL2Jnl6n1rx9ZUlJShsfq06cP3bp1Izo6Gh8fH6pXr86rr776UMf76quvqF+/vgo6IiLyxGRlfjR79mwqVKjAX3/9RefOnalXrx4ffPBBmm2Tk5MxmUzpLsJ88+ZNFi1a9MQKOiEhIbRt25Z33nnnnm2HDh1i+/btD1yUysjPP//MsGHD+PTTT6latSoAf/31F5cuXXqggo7ZbE73PIuIiFiL+/6XdybeaP7UuHz5MnZ2dhQoUAAAk8nEyy+/bGx3dXWlf//+/PLLL1y7do2PPvqI5s2bA7Bz504++eQTzGYzhQoVYsyYMbz44otEREQwYcIE3Nzc+O233zCZTMyYMYNy5coBMGPGDDZt2kSBAgWoU6cOYWFhRqFm7dq1LF++HLPZjJOTE4GBgZQtW/aeuKOjo3FycjKKOfv372f8+PHcunWLvHnzMmzYMKpVq2a0nzx5Mnv27CE+Pp5Ro0ZRq1ate/q8cOECzz//vPG5aNGixp8vXrzI4MGDuXbtGiVKlMBsNtOoUSO6detG9+7d6dmzJ6+88gpAqs9ffPEFGzduxGw24+DgQGBgoHF+XV1d+fjjj9mxYwc1a9bknXfeYeLEiRw5coT4+Hg8PDzw9/fH1tY2VZzOzs5UrVqVU6dOERoayldffUViYiIAQ4YMoV69ekDKE0wfHx927drFpUuX6NmzJ926deOzzz4jKioKPz8/HBwcmD59OqdPn2bWrFnY2NhgNpsZMWIEHh4eGf7zIyIiklmPIz+qVKkSjo6OnDt3jilTplClShW6devGnDlziIyM5NatW5w9e5alS5cyf/58du/eTWJiIgULFmTChAkUL16cMWPGGA9L8uTJw4oVK4iKimLcuHGcP3+e+Ph4WrVqxbvvvktycjJjxowhPDwce3t78ubNy4oVK+6J6/Lly4waNYozZ84A0KtXL9q2bcuiRYvYvHkzuXPnJjQ0lJUrVxqvbr927RqzZ88mJiYGHx8fateuzfDhwwFYsmQJ33//PdevX2fw4MFGLvbHH38wbdo0YmNjAfDz86Np06b3xPPpp5/Sr18/o5hz59zdMXDgQE6dOkViYiKlSpViwoQJ5M+f38jpatWqxYEDB+jbty/ffvutcZ4Bzp8/T+/evTl//jxly5ZlwoQJODs733dbQkICM2bMYM+ePSQmJlKhQgUCAwNxdHR8qNxGRETkQdy3oJOcnEx4ePh9E5c7N6bsVrFiRapVq0bTpk3x8PCgRo0a+Pj4ULBgQaONyWRixYoVnDx5ki5duhjFkMGDB7N06VJeeuklVq1axaBBg1i1ahWQMoJm4sSJjBkzhs8++4x58+Yxffp0tm3bxo8//khISAi5c+fGz8/POM7evXvZvHkzy5Ytw97enh07dhAQEGAkSidOnMDHx4f4+HjOnz9vLJyYkJCAn58fEyZMoH79+oSFheHn58d3330HwPXr13F1dWXIkCHs3r2bjz76iK1bt2Jvb5/qXLzzzjsMHjyYypUr4+bmRvPmzY2i0Lhx46hduzb9+/fn7NmztGnThkaNGmV4ftu2bUvPnj0B2LVrF6NGjeKbb74xticnJ7NkyRIAhg0bRu3atRk/fjzJyckMGjSINWvW8Prrr6fq8+LFi+zbt49OnTrx8ssv07p1a0wmEydPnuTtt99m586dRtu4uDhWrlzJuXPn8Pb2pl27dvTt25dVq1YZTzcBPvroI6PQZTabuX1br/MU6+Pi4pzdIUgm6VrlTI8jPwoPDyc+Pt6Ykn23vXv3EhwcTKFChQDo3bu3Mf1n1apVTJs2jRkzZjBy5Eh8fX0JCQkx9h0yZAj9+vWjdu3aJCQk8Pbbb1O1alUKFixIWFgYmzdvxsbGhhs3bqQZ17hx4yhfvjyffvopUVFRtG/fnkqVKvHOO+9w/PjxVAWROwoWLIifnx/bt29n9uzZqbY5OTmxZs0afv31Vz788EOaN2/OzZs3GTVqFAsWLKBIkSJERUXRoUMHNmzYQL58+VLt/9dffzFy5Mh0z+OwYcOM8zRjxgwWLlxoTO0+evQogYGBjBgxAoBvv/021b6//vor69at47nnnsPf35958+YZ5zm9bYsWLcLZ2ZnVq1cDMHXqVBYsWMCAAQNo2LDhA+c2jzodTSQzdO/KuXTtnz33LegkJCQwbNiwdBMWk8nEDz/88FgCe1A2NjbMmzePo0ePsmfPHrZu3crixYsJDQ01Ru107NgRgLJly1KpUiV+//13TCYTFStWNBY19PX1ZfTo0cTExABQpkwZ48mPu7s7P/74I5CyFk6LFi3ImzcvkFLwmDdvHgDbtm3j8OHDxvEsFgs3b940Yr17ytWJEyfo3r071atX5/r16+TKlYv69esDKclgrly5OHXqFI6OjuTKlYs2bdoAUKdOHXLnzs3JkyepWLFiqnNxp0gTFhbG3r17eeuttxg7diytW7cmIiLCeEpWsmTJTCecBw8e5PPPP+fGjRuYTCZOnz6danu7du2MP2/bto39+/fz5ZdfAikJy92jhBYsWMCqVauwtbXlnXfeoX79+uzfv5+BAwca08MuX77MpUuXcHFxATCGbJcoUYJ8+fJx4cIFY6TU3erWrcukSZPw8vKicePGT8W6QSIP6tKl6OwOQTLBxcVZ18pK2diYKFzY6aH3z8r86M4oUycnJ+bMmXNPAQOgcePGRpECUkYWL1++nFu3bpGUlJRu37du3WL37t1cvXrV+C42NpYTJ07Qrl07zGYzw4YNw8PDwxid+29hYWEMHToUgCJFitCkSRMiIiIe+v56537u7u5OVFQU8fHx/Pbbb5w7dy7VVDGTyURkZGSqkTiZERISQmhoKImJidy6dStVgezFF1+kevXq6e7btGlT421lHTp0YNy4cRlu27ZtGzExMUZxKCEhwcjLzp49myW5jUhW070rZ1LeYp0yylnuW9DJkyfPU1OwyawKFSpQoUIFunbtSsuWLdm9ezevvfbaPe0sFgsmk8n4//TcPfrFxsbGSJzut5/FYsHX1zdTc7PLlStH8eLF2bdvH2XKlEmzz/sdJ71tBQsWpGXLlrRs2ZLnn38+Uws42trakpycbHyOj48HUpKTDz74gKVLl1K5cmUuXrxI48aNU+17p7B1J6558+ZRsmTJNI9zZw2du3300UcMHTqUZs2akZycjJubm3F8AAcHh1Rxms3mNPsOCAjgyJEjhIeH88EHH9CjR497RgaJiIg8iqzMj+4eZZqeu0dt/P3330ycOJHVq1dTsmRJ9u3bl+7LBe6subN69Wpy5cp1z/aNGzcSERFBWFgY06ZNY+3atUax4W7/zjXulzdl5M79/M407KSkJCwWC66urixbtizD/StVqsT+/ftTTau/Y+/evXz99desWLGCQoUKERoammo08d25SkYyyvPubLNYLIwaNSrNB2RZlduIiIikJ2tW4X0KXLx4kd9++834fOHCBa5evUqJEiWM79asWQPA6dOnOXToEG5ublSvXp1Dhw5x4sQJIGXtm0qVKuHkdP8ndx4eHmzZsoXbt2+TnJzM+vXrjW2enp6EhIRw4cIFIGXhvYMHD6Yb9+nTpyldujRly5YlISGB8PBwIGX4dVJSkvF0KTExkdDQUCAlaYmPj6dMmTL39Ll9+3YjYTCbzRw5csQ4D3Xr1jXOw9mzZwkLCzP2K1WqFAcOHABSppodOnQISCnoJCUlUaxYMQCWL19+33Pj6enJggULjMTk6tWrnD179r77REdHGzGuXr2ahISE+7a/w9HRkejo/19pPnnyJK6urrz11lu0adPG+D0iIiLPgpiYGHLlyoWLiwvJycmp1r1xcnIiLi7OePjk5OREzZo1WbBggdHmn3/+4dKlS1y9epW4uDgaN27MoEGDcHZ2TvNeXa9ePVauXAnApUuX2LFjR6bWpnNyckp1f76f6tWrExkZaeQ/kLKmYFojoPr27cu8efP4888/U7XdsWMHN2/exMnJiQIFCpCQkGDkO5m1fft2YzTT2rVrU/3O9LZ5enoSFBREXFwckHJ97uSUD5vbiIiIZNYzsyhyUlISc+bM4e+//yZ37twkJyfz4Ycfplooz97ens6dO3Pt2jXGjBljvBlpypQpDBo0iKSkJAoVKsTUqVMzPN6rr77Kb7/9ho+PD0WLFsXNzc2Yf167dm0+/PBD+vbti9lsJjExES8vL6pUqQL8/zV0IKVI88EHHxhPmmbPnp1qUeRZs2YZo4QKFChAZGQkHTt2JC4ujk8++eSe9XMgZTrY5MmTsbOzw2w2U6VKFWO00LBhwxg8eDBbtmyhTJkyNGjQwNivd+/efPDBB+zcuRNXV1fj3Dk5OeHn50eHDh0oVqzYPaNz/i0gIICpU6fi4+ODyWQiV65cBAQEpDtiB8Df359+/fpRtGhR6tSpY0yTy8ibb75JQEAAuXPnZvr06cyYMYPIyEhsbW3Jly8f48ePz1Q/IiIimZWd+ZGrqyteXl60atWKF154gdq1a7N3714gJU/w9vbG29ub/Pnzs2LFCqZNm8bEiRPx9vYGUh6EjB8/nri4OEaMGEFSUhJms5nGjRvj7u5+z/GGDx/OyJEjjf0HDRpE+fLlM4yzXr16fPHFF7Rp04Y6deoY073Tkj9/fubNm8fUqVOZMGECiYmJlCxZkvnz598zSqZx48aMGTOGMWPGcP36dezs7ChRogQDBw6kbNmyrF+/nhYtWlC0aFGqVKnyQA926tWrR0BAAGfPnqVMmTLGVLP7bevTpw9z586lQ4cOxhvI+vfvT7ly5R46txEREcksk8WaqjaPwNXVlX379mXpYnMxMTE4OTmRnJzMsGHDKFKkCAMGDMiy/p+EoUOHprmgYU7Ua9x3RF3TIsqSvUKn+2h+s5XQXHTr9ahr6Ig8DZS3yMNQnpFzKW+xTo+0ho7c35AhQ/j777+Ji4ujcuXKqRbzExERERERERF5XHJMQefIkSNZ3uenn36a5X0+aZMmTcruEERERERERETkAT0ziyKLiIiIiIiIiOQUOWYNHRERaxAXn0T0Ta2JYA00F916aQ0dEcmpEhLN3Lh+K7vDkGygvMU6aQ0dkUy6ciWG5ORHq2/qL8qcSdddRESetEfNW3TvyplcXJyzOwQRyUKaciUiIiIiIiIiYmVU0BERERERERERsTIq6IiIiIiIiIiIWBkVdERERERERERErIwKOiIiIiIiIiIiVkYFHRERERERERERK6OCjoiIiIiIiIiIlVFBR0RERERERETEyqigIyIiIiIiIiJiZVTQERERERERERGxMiroiIiIiIiIiIhYGRV0RERERERERESsjAo6IiIiIiIiIiJWRgUdEREREREREREro4KOiIiIiIiIiIiVscvuAESeFoULO2VJPy4uzlnSj1iXrLrucfFJRN+8nSV9iYjIsysr8hblLM825RQizz4VdET+p9e474i6ppueZK/Q6T5EZ3cQIiLy1FPeIhlRTiHy7NOUKxERERERERERK6OCjoiIiIiIiIiIlVFBR0RERERERETEyqig8wxydXUlNjY21XceHh6cO3cOAE9PT44ePQpAcHAwp06dytLjT5kyhSpVqnD16tUs7fffbt68ycKFCx/rMURERAQ6duyIj48PLVu2pFKlSvj4+ODj44O/v3+m++jevTs//vgjAEOHDmXp0qWZ3rdLly5s2rTJ+Dx58mTq1auHxWIBwGw2U7NmTc6cOZPpPjOKY86cOUyePPme77PiXIiIiGQFLYqcw61du5aCBQtSpkyZNLebzWZsbW0z3V9SUhLr16+nRo0ahISE0KNHj6wK9R43b95k0aJF9O7d+7EdQ0RERGDVqlUAnDt3Dl9fX0JCQu5pk5SUhJ3d40kt69SpQ0REBC1btgRg9+7dlChRguPHj1O+fHn++usvnJ2dKVWqVKb7NJvNDxVLZs7Fw0hOTsZkMmEymbKkPxERefapoJODrVmzhoMHDzJu3DhmzpzJkCFDuHDhAhs3bqRQoUKcOHGC8ePHExYWxsaNGzGbzTg4OBAYGMjLL7+cZp87duygVKlS+Pn5ERgYmKqg8+233zJjxgxy586Nl5cXM2bMYN++fTg6OvLHH38wbdo0Y2SRn58fTZs2NZKlzp07s2PHDm7fvs348eOpVasWY8aMITo6Gh8fH/LkycOKFSuYO3cuGzZswMHBAZPJxFdffUW+fPmeyPkUERHJaTw9PfH19SU8PJySJUsybNgwxo0bx4EDBwBo06YNffr0uW8fW7duZdasWdjY2GA2mxkxYgQeHh6p2tStW5cxY8YAEBMTQ3x8PO3bt2f37t2UL1+e3bt3U6dOHQB27tzJJ598gtlsplChQowZM4YXX3yRiIgIJkyYQK1atThw4AB9+/ZNdYzo6GiGDRvG8ePHKVasGIUKFeK5557L9LlYt24dixcvBqBUqVKMGTOGwoULM2fOHG7dusWQIUMAUn2eM2cOkZGR3Lp1i7Nnz7J06VLy58+f6WOKiEjOpoJODubr68u6devo2bMnr7zyCpAyBWvfvn2EhIQYT7mKFi1Kz549Adi1axejRo3im2++SbPPNWvW0L59e2rVqkViYiL79++nWrVqXLlyhZEjR7Jy5UpKly5NUFCQsc/NmzcZNWoUCxYsoEiRIkRFRdGhQwc2bNgAwPXr13F3d2fAgAGsX7+eadOmsWLFCkaOHJnqydiNGzdYvHgxYWFh5M6dm5iYGHLnzv24Tp/IY+Pi4pzdIUgm6VqJwKVLl1iyZAkAU6dOJTk5mdDQUGJjY+nUqROurq40adIk3f1nz57NqFGjqFWrFmazmdu3730Vd/Xq1Tl37hyXL1/mzz//pEaNGtSqVYtFixbRtWtXdu/ezWuvvcaVK1cYPHgwS5cu5aWXXmLVqlUMGjTIGFVz9OhRAgMDGTFiBJDysOmOTz/9FEdHRzZt2sTVq1dp3749LVq0yNQ5OHr0KNOmTSM4OJgiRYowc+ZMxo4dy8yZMzPcd+/evQQHB1OoUKFMHUvkQaR1n9K9K+fStX/2qKCTg2R2CG+NGjVSDVk+ePAgn3/+OTdu3MBkMnH69Ok097ty5Qq7d+9mypQpALRt25bVq1dTrVo1fv/9dypVqkTp0qWBlGLSxIkTAfjtt984d+5cqqlTJpOJyMhIChYsSN68eY2Ck7u7e5rz2QGcnJwoU6YMH3/8MY0aNaJp06Y4OTll6jeLPE0uXYrO7hAkE1xcnHWtrJSNjYnChXV/yCpt27Y1/hwWFkZAQAAmkwknJydatWpFWFjYfQs6devWZdKkSXh5edG4cWMqVKhwT5vcuXNTrVo1du/ezZ9//kmdOnWoXLkyhw4dwmw28+uvvzJ8+HD++OMPKlasyEsvvQSk5BujR48mJiYGgBdffJHq1aunGUdERATDhw8HoFChQvznP//J9DmIiIigSZMmFClSBIDOnTvj4+OTqX0bN26sYo48Nv++T+nelXPp2lunjHIWFXSeQYUKFeL69es4OjoCKXPaY2JiMp0s3NkPICEhgQ8++IClS5dSuXJlLl68SOPGjdPcb926dZjNZtq0aWMc9/bt2wQEBGCxWNItKFksFlxdXVm2bNk9286dO4e9vb3x2cbGhqSkpDT7sbW15ZtvvmHfvn2Eh4fTvn17Fi1aRMWKFTP1u0VEROTB5c2b1/hzWvf7jB4oBQQEcOTIEcLDw/nggw/o0aMHr7/++j3t7qyjc+jQId58801sbW0pVaoU69evJ1++fJQsWZKjR4/e93h3x/pvdxZYfhj3y3NsbW1JTk42PsfHx6fafnfeJSIi8iD0lqtnUP369Vm5cqXxeeXKlbi5uZEnT5572jo6OhIdnX6lNiEhgaSkJIoVKwbA8uXL020bHBzMp59+yrZt29i2bRs7d+6kWrVqfPvtt7i7u/Pnn38SGRlptL2jevXqREZGEh4ebny3f//+DBMrJycn4uLijAJPTEwMV69epU6dOvj5+VGhQgWOHTt23z5EREQk69SvX5/Vq1djsViIiYlh06ZN1KtX7777nDx5EldXV9566y3atGljrL/zbx4eHvz000/ExsZStGhRAGrXrs38+fON9XOqV6/OoUOHOHHiBJDy8odKlSplasRuvXr1jPzk2rVrbN26NdO/u169euzYsYNLly4B8M0331C/fn0gZT2dP//8k+TkZGJiYti+fXum+xUREbkfjdB5Bg0bNozx48fj7e2NjY0NxYoVM6ZB/VunTp2YPHkyX3zxBYMHD75nu5OTE35+fnTo0IFixYqlOzrnjz/+4MaNG9StWzfV997e3qxZswYfHx8CAwPp06cPBQsWxNPTk1y5cpEnTx5sbGyYN28eU6dOZcKECSQmJlKyZEnmz59/399ZoEABvL298fb2Jn/+/MycOZP333+fuLg4LBYLlSpV4rXXXsvkWRMREZFH1a9fP8aOHYu3tzeQsihyernDHdOnTycyMhJbW1vy5cvH+PHj02xXvXp1Ll26lGoqU+3atZkxYwb//e9/gZRRylOmTGHQoEEkJSVRqFAhpk6dmunYAwICaNmyJcWLF6dBgwaZ2g+gfPnyDBw40FhzsGTJksYizq+99hqbN2+mVatWvPjii1SuXDnT/YqIiNyPyfIo40tFHkBMTIzxhGzNmjWsXr2ar7/+Opuj+v96jfuOqGv3LsQo8iSFTvfR/GYrobno1ktr6MizQHmLZCStnEL3rpxL1946aQ0deWosWbKELVu2YDabyZ8/P+PGjcvukERERERERESskgo68sT07duXvn37ZncYIiIiIiIiIlZPiyKLiIiIiIiIiFgZraEjIvIUiYtPIvqm1kSwBpqLbr20ho6I5ARp5RS6d+VcuvbWSWvoiGTSlSsxJCc/Wn1Tf1HmTLruIiLypD1q3qJ7l4iI9dOUKxERERERERERK6OCjoiIiIiIiIiIlVFBR0RERERERETEyqigIyIiIiIiIiJiZVTQERERERERERGxMiroiIiIiIiIiIhYGRV0RERERERERESsjAo6IiIiIiIiIiJWRgUdEREREREREREro4KOiIiIiIiIiIiVUUFHRERERERERMTKqKAjIiIiIiIiImJlVNAREREREREREbEyKuiIiIiIiIiIiFgZFXRERERERERERKyMXXYHIPK0KFzYKUv6cXFxzpJ+xLpk1XWPi08i+ubtLOlLRESeXVmRtyhnebYppxB59qmgI/I/vcZ9R9Q13fQke4VO9yE6u4MQEZGnnvIWyYhyCpFnn6ZciYiIiIiIiIhYGRV0RERERERERESsjAo6IiIiIiIiIiJWRgWdu3Ts2BEfHx9atmxJpUqV8PHxwcfHB39/fyIiImjfvv0jH6N79+78+OOPWRDt/+fp6cnRo0cfaJ9r167RuXNnfHx8WLRoUaptN2/eZOHCham+y4q4IyIicHNzw8fHh9atW9OtWzdOnDhhbB82bBh79+59pGOIiIjI43Pjxg2qVq3K+PHjM9V+69at7N+/3/h84MABBg4cmGXxrFq1infeecf4fPToUVxdXdm+fbvx3ZgxY5g5cyYArq6uxMbGZtnxsyo/FBEReRgq6Nxl1apVhISEsGDBApydnQkJCSEkJISJEydmd2gGs9mcJf2EhYWRL18+QkJCUiVCkFLQ+XeRJ6uUK1eOkJAQNmzYgJubW6pzO378eGrVqvVYjisiIiKPLjQ0FHd3dzZu3EhCQkKG7f9d0KlatSrTp0/Psnjq1KnDr7/+SlJSEgB79uzBzc2NiIgIo83u3bvx8PDIsmNmhazK50REJGfTW64egNlsZuTIkfz222+YTCZmzJhBuXLlAFi7di3Lly/HbDbj5OREYGAgZcuWzXTfO3fu5JNPPsFsNlOoUCHGjBnDiy++SEREBBMmTKBWrVocOHCAvn374uzszOjRo3FwcMDd3R2LxZJuvNOmTeOnn34CoFGjRgwaNIg9e/YwZcoUYmJi8PHxYcSIEakKKWPGjCE6OhofHx/y5MnDihUrgJSEaMGCBURFRdGiRQsGDRoEQFRUFOPGjeP8+fPEx8fTqlUr3n333Qx/c506dVI9QevevTs9e/bklVdeYejQodjb23P69GkuXLiAu7s7kydPxmQycfHiRQYPHszly5cpWbIkAA0bNqRbt26sXLmSoKAg7O3tSU5OZubMmcY1EhERkUezZs0aBg8ezOeff862bdvw8vIC4OLFi4wbN47Tp08D0Lp1aypVqsS2bdvYtWsXq1atokePHhQrVozJkycTHBwMwLp161i8eDEApUqVYsyYMRQuXJjg4GA2bNhAvnz5OHbsGM7OzsyZMwcXF5dU8bz44ovkz5+fP//8Ezc3N3bv3k3fvn2ZN28eAFevXuXMmTNUr17d2GfJkiV8//33XL9+ncGDB9O8eXMA/vjjD6ZNm2aM4PHz86Np06YA7Nixg88++4yEhARy5cqFv78/7u7u95yf9Nqllc9FRUUpZxERkUeigs4DOH78OBMnTmTMmDF89tlnzJs3j+nTp7N37142b97MsmXLsLe3Z8eOHQQEBBiFkIxcuXKFwYMHs3TpUl566SVWrVrFoEGDWLVqFZAyfDgwMJARI0aQkJDAq6++yrRp0/Dw8GDTpk0sWbIkzX5XrlzJoUOHjKSpd+/erFy5kjfeeAM/Pz+2b9/O7Nmz79lv5MiR+Pr6EhISkur7f/75h2XLlhEbG0uzZs3o0KEDpUuXZsiQIfTr14/atWuTkJDA22+/TdWqVWnQoEG6vzk5OZkffviBli1bptvm2LFjBAUFYTKZaNeuHbt27aJBgwaMGzcODw8P+vXrx99//423tzcNGzYEYMqUKWzYsIFixYqRkJCgJ2AiIiJZ5PDhw9y4cYO6dety6dIl1qxZYxR0Bg0aRJMmTZgzZw6QUkgpVKgQnp6eVKlShW7dugGkGjlz9OhRpk2bRnBwMEWKFGHmzJmMHTvWmB514MAB1q9fT7FixRg+fDhLly5lwIAB98RVu3ZtY1r3n3/+yfTp05kxYwYxMTHs3r2batWqkTt3bqO9k5MTa9as4ddff+XDDz+kefPm3Lx5k1GjRrFgwQKKFClCVFQUHTp0YMOGDVy/fp158+axePFinJycOHbsGL179071UArgzJkz9213dz4HULNmTeUsIiLySFTQeQBlypShUqVKALi7uxtrymzbto3Dhw/TsWNHACwWCzdv3sx0v3/88QcVK1bkpZdeAsDX15fRo0cTExMDpDx9uvNk6eTJk+TJk8cYOtyyZUtGjhyZZr9hYWG0a9cOe3t7ANq3b8/WrVt54403HvSnA+Dl5YWNjQ3Ozs6UK1eOM2fOUKRIEXbv3s3Vq1eNdrGxsZw4cSLNgs6JEyfw8fHh4sWLFChQ4L5Fr2bNmuHg4ABApUqVOHPmDA0aNCAiIoLhw4cDULx4cerVq2fsU7duXfz9/Xn11Vdp2rSpMYJHxJq4uDhndwiSSbpWkpOsXr0aHx8fTCYTr732GuPGjePixYs4OTnx22+/8eWXXxptCxUqlGF/ERERNGnShCJFigAYa/vdUaNGDYoVKwaAm5sbu3btSrMfDw8PtmzZwquvvsqLL76InZ0dNWrUYO/evezevZs6deqkan/nYZK7uztRUVHEx8fz22+/ce7cOXr37m20M5lMREZGsn//fs6cOUPXrl2NbUlJSVy+fDlVvz/99NN9292dz4FyFnky0rpP6d6Vc+naP3tU0HkAdwojADY2NsZ8bYvFgq+vLx988MFD9WuxWDCZTOluz5s3b5b1e7/jZOROcQXA1tYWs9lMcnIyJpOJ1atXkytXrgz7KFeuHMHBwSQkJPDRRx8RGBhoPInLzPEyMnfuXA4cOEB4eDhvvvkmgYGBNGnSJOMfJ/IUuXQpOrtDkExwcXHWtbJSNjYmChd2yu4wrEpCQgKhoaE4ODgYI3gTExNZu3Yt3bt3f6g+M8p/MpsHeHh4MGHCBMLCwqhduzbw/0ft7N692xgR8+9+bW1tgZSii8ViwdXVlWXLlt3T//79+2nUqBFTpky5Z9vdL3cA7tvu3/mcchZ5Ev59n9K9K+fStbdOGeUsWhQ5C3h6ehISEsKFCxeAlLVrDh48mOn9q1evzqFDh4ykYO3atVSqVAknp3svXNmyZYmLi2PPnj0AbNmyhejotP/FrF+/PmvXriUxMZHExETWrVuXajRLepycnIiLizMKVhm1rVmzJgsWLDC+++eff7h06dJ997O3tycwMJCdO3dy6NChDI9ztzp16rB27VrjWOHh4UBKQnb27FmqVatGnz59aNCgwQP3LSIiIvfaunUrZcuWZefOnWzbto1t27bxxRdfEBwcjKOjI9WrVycoKMhof2fkrpOTU7p5Sr169dixY4eRM3zzzTfUr1//gWMrWbIkBQoUYMmSJcZonNq1a/PDDz9w9uzZNNe6+bfq1asTGRlp5BSQUsixWCw0aNCAn376iWPHjqXa9m+ZbQfKWUREJGtohE4WqF27Nh9++CF9+/bFbDaTmJiIl5cXVapUSbP90KFDUz11WrBgAVOmTGHQoEEkJSVRqFAhpk6dmua+9vb2fPLJJ8aiyHXr1uWFF15Is22nTp04c+YM7dq1A1IWDn799dcz/D0FChTA29sbb29v8ufPn+FaQNOmTWPixIl4e3sD4OjoyPjx4+9ZuPDfnnvuOXr27MncuXP59NNPM4zrjmHDhjF48GA2bdpE2bJlqVGjBk5OTiQnJzN06FCio6MxmUwUK1YsS1+NKiIiklMFBwcb9/k7qlevTnJyMnv27GHatGmMHj2a1q1bY2NjQ+vWrenTpw9t2rTB39+fLVu2GIsi31G+fHkGDhxIz549gZTCzJgxYx4qvjp16rBlyxaqVq0KYEzjqlatWqqcKz358+dn3rx5TJ06lQkTJpCYmEjJkiWZP38+pUuXZurUqQwbNoy4uDgSExOpUaMG1apVS9VHZtsByllERCRLmCzpvSJJ5CkVFxeHnZ0ddnZ2xqKFQUFBD/RWsbT0GvcdUdduZ1GUIg8ndLqPhsNaCQ1dtl6aciXPAuUtkpG0cgrdu3IuXXvrlFHOohE6YnVOnz7NkCFDsFgsJCUl0b9//0cu5oiIiIiIiIhYExV0xOpUrFjxnleqi4iIiIiIiOQkWhRZRERERERERMTKaA0dEZGnSFx8EtE3tSaCNdBcdOulNXREJCdIK6fQvSvn0rW3TlpDRySTrlyJITn50eqb+osyZ9J1FxGRJ+1R8xbdu0RErJ+mXImIiIiIiIiIWBkVdERERERERERErIwKOiIiIiIiIiIiVkYFHRERERERERERK6OCjoiIiIiIiIiIlVFBR0RERERERETEyqigIyIiIiIiIiJiZVTQERERERERERGxMiroiIiIiIiIiIhYGRV0RERERERERESsjAo6IiIiIiIiIiJWRgUdEREREREREREro4KOiIiIiIiIiIiVUUFHRERERERERMTKqKAjIiIiIiIiImJl7LI7AJGnReHCTlnSj4uLc5b0I9blYa57XHwS0TdvP4ZoRETkWZcVeYtylmeb8gyRZ58KOiL/02vcd0Rd001PnpzQ6T5EZ3cQIiJilZS3SEaUZ4g8+zTlSkRERERERETEyqigIyIiIiIiIiJiZVTQERERERERERGxMiroSJa6ceMGVatWZfz48Y/1OFu3bmX//v2P9RgiIiLyeHh6euLl5UWbNm1o0aIFq1ateqT+XF1diY2NzVQ7b29v2rRpg7e3Nz/88EOm+vfx8SEuLi7NbZ6enhw9evSB4hUREckKWhRZslRoaCju7u5s3LiRjz/+GHt7+8dynK1bt1KlShWqVav2WPoXERGRx2v27NlUqFCBo0eP0r59exo3bkzRokUf+3FXrFiBo6MjO3bs4MMPP2TPnj3Y2d0/JQ4JCcnSGJKSkjI8poiISEZ0J5EstWbNGgYPHsznn3/Otm3b8PLyIjo6moCAAI4dO0bRokUpWrQohQsXZsiQISQkJDBjxgz27NlDYmIiFSpUIDAwEEdHR4YOHYq9vT2nT5/mwoULuLu7M3nyZH7++We2bdvGrl27WLVqFT169KBatWr4+/tz+/ZtkpOTadeuHb169cru0yEiIiIZqFChAvny5ePixYsULVqU/fv3M378eG7dukXevHkZNmyY8QDnxx9/ZM6cOSQlJWFjY8OkSZOoWLGi0VdycjKTJk3i8uXLTJo06b4Pljw8PLh16xY3b96kUKFCfPHFF2zcuBGz2YyDgwOBgYG8/PLLQMrInn379uHo6MjevXsZPXo0Dg4OuLu7Y7FYjD5PnjzJhAkTuHbtGomJibz11lv4+voafXz88cfs2LGDmjVr0rhxY8aOHUtycjJJSUn07duX1q1bP45TLCIizygVdCTLHD58mBs3blC3bl0uXbrEmjVr8PLy4tNPPyVfvnxs2bKF69ev0759e5o3bw7AokWLcHZ2ZvXq1QBMnTqVBQsWMGDAAACOHTtGUFAQJpOJdu3asWvXLho1aoSnpydVqlShW7duAIwbN47GjRvz3nvvASlTv0REROTp9+uvv1KwYEEqVqxIQkICfn5+TJgwgfr16xMWFoafnx/fffcdf//9N8OHD2fZsmWULl2ahIQEEhISjH7i4+Px9/enePHiTJ8+HZPJdN/jfv/999StW5dChQoB0LZtW3r27AnArl27GDVqFN98802qfRISEhgwYADTpk3Dw8ODTZs2sWTJEiBl1M2gQYOYOnUq5cqVIyYmBl9fX9zd3SlXrhyQUnC6075v37689dZbtG3bFovFQnS0XjAtIiIPRgUdyTKrV6/Gx8cHk8nEa6+9xrhx47h48SIREREMHz4cgAIFCtCsWTNjn23bthETE8O3334LpCRKdz9pa9asGQ4ODgBUqlSJM2fO0KBBg3uOXbt2bSZPnkxiYiIeHh7UrVv3cf5UkSzj4uKc3SHII9D1E3l4fn5+WCwWzp49y9y5c7G3t+fIkSPkypWL+vXrA1CvXj1y5crFqVOn2Lt3L40bN6Z06dIA2NvbpxqB884779CqVasMR+h27tyZ2NhYrly5wtKlS43vDx48yOeff86NGzcwmUycPn36nn1PnjxJnjx58PDwAKBly5aMHDkSgNOnT3PixAk++ugjo31iYiInT540Cjrt2rUztnl4eLBgwQLOnz9PgwYNcHNze4CzJ5I5ad2ndO/KuXTtnz0q6EiWSEhIIDQ0FAcHB2OeeWJiImvXrsVisaT7lMxisTBq1Cjq1auX5vY7xRwAW1tbzGZzmu2aN2+Ou7s7v/zyCwsXLmTNmjVMmzbtEX+VyON36ZKeyForFxdnXT8rZWNjonBhp+wOI8e7s4bO5s2b+fjjj/n222/TzRlMJlOqqU1p8fDw4KeffqJLly7kzZs33XZ31tBZvHgxfn5+bNmyBZPJxAcffMDSpUupXLkyFy9epHHjxg/0eywWCwULFrzvejt3x/X222/j6enJrl27GDt2LA0aNDBGKItklX/fp3Tvyrl07a1TRjmL3nIlWWLr1q2ULVuWnTt3sm3bNrZt28YXX3xBcHAwHh4erFu3DkiZCnX3GyU8PT0JCgoy3hwRExPDiRMnMjyek5NTqqHJkZGRuLi40L59e9577z0OHDiQtT9QREREHosWLVrQoEEDFixYQNmyZUlISCA8PByA8PBwkpKSKF26NA0bNmTnzp3GyJmEhARiYmKMfvr370/9+vV55513Un2fnp49e1K4cGFWrFhBQkICSUlJFCtWDIDly5enuU/ZsmWJi4tjz549AGzZssXIR8qUKUPu3LmNnAfgxIkT6cZy6tQpSpUqRefOnXnzzTeVu4iIyAPTCB3JEsHBwXh7e6f6rnr16iQnJ9OsWTOCgoJo1aoVxYsXp0aNGjg5pVQZ+/Tpw9y5c+nQoQMmkwmTyUT//v2NocnpadOmDf7+/mzZsoUePXpw4cIFQkNDyZUrFyaTiYCAgMf2W0VERCRrDRw4kPbt29O7d29mz56dalHkWbNmYW9vT+nSpRk7diwDBgzAbDZja2vLpEmTcHV1Nfrp06cPuXPn5u2332bRokUUKFAg3WOaTCaGDBnCgAED6Ny5M35+fnTo0IFixYqlOzrH3t6eTz75xFgUuW7durzwwgsA2NnZMX/+fCZMmMDixYtJTk6mcOHCzJw5M82+lixZQkREBLly5cLe3t6Yni4iIpJZJktG41dFHlFiYiLJyck4ODgQExNDly5d8Pf3N+bHPy16jfuOqGu3szsMyUFCp/to6KsV09Bl66UpV/IsUN4iGUkrz9C9K+fStbdOGeUsGqEjj93Nmzfp3bs3ZrOZ+Ph4Wrdu/dQVc0RERERERESsiQo68tgVLlyY4ODg7A5DRERERERE5JmhRZFFRERERERERKyM1tAREckmcfFJRN/U+gfWSnPRrZfW0BGRnCCtPEP3rpxL1946aQ0dkUy6ciWG5ORHq2/qL8qcSdddRESetEfNW3TvEhGxfppyJSIiIiIiIiJiZVTQERERERERERGxMiroiIiIiIiIiIhYGRV0RERERERERESsjAo6IiIiIiIiIiJWRgUdEREREREREREro4KOiIiIiIiIiIiVUUFHRERERERERMTKqKAjIiIiIiIiImJlVNAREREREREREbEyKuiIiIiIiIiIiFgZFXRERERERERERKyMCjoiIiIiIiIiIlZGBR0RERERERERESujgo6IiIiIiIiIiJWxy+4ARJ4WhQs7ZUk/Li7OWdKPWJeHue5x8UlE37z9GKIREZFnXVbkLcpZnm3KM0SefSroiPxPr3HfEXVNNz15ckKn+xCd3UGIiIhVUt4iGVGeIfLs05QrEREREREREREro4KOiIiIiIiIiIiVUUFHRERERERERMTKaA0deWienp7Y29vj4OBAfHw8tWrVYtSoUeTKlSvdfYKDg6levTplypR5gpGKiIiINUtISOCTTz5h69at2NnZkTt3bvr370+zZs2yOzTD1q1bKVKkCNWqVbtvu3PnzuHr60tERMQTikxERJ5VKujII5k9ezYVKlTAbDbTtWtXvv/+e1q2bJlu+7Vr11KwYEEVdERERCTTAgMDuXXrFhs3bsTBwYGjR4/yzjvvkD9/fmrXrv3I/SclJWFn92hp8datW6lSpUqGBR0REZGsoilXkiXi4+OJj48nX758hIWF0alTJ9q2bYu3tzcbN24EYM2aNRw8eJBx48bh4+PDrl27CA4OpmfPnnzwwQd4eXnx1ltvcfz4cfr06UPz5s0ZOHAgFosFgNDQUDp27Ejbtm1p27YtYWFhxvE9PT2ZNWsWnTp1wtPTk6VLl2bLeRAREZGs9ffff7N582YCAwNxcHAAoEKFCrz77rvMnTuX1157jcOHDxvtlyxZgr+/PwAnT57knXfewdfXlzZt2rBmzRqjnaurK4sWLaJ79+7MnTuXTp06sX//fiClgNSqVSsgpdjj4eHBrVu3OHLkCG+88Qbt2rWjZcuWBAUFAfDTTz+xbds2FixYgI+PD+vWrQNg9erVtGnThjZt2uDr68vly5eN48+YMYO2bdvSvHlz9u7d+9jOn4iIPLs0QkceiZ+fHw4ODpw5c4aGDRvSsGFDbty4wfLly7G1teXy5cu0b9+ehg0b4uvry7p16+jZsyevvPIKkDIF68CBA4SGhvL888/z3//+l4EDB7J06VLy5MlDu3btCAsLo379+jRs2JDWrVtjMpk4efIkb7/9Njt37jRiiYuLY+XKlZw7dw5vb2/atWuHo6Njdp0aERERyQJHjx6lVKlSFChQINX37u7uzJo1izfffJO1a9caRZw7f05KSmLQoEFMnTqVcuXKERMTg6+vL+7u7pQrVw6A5ORklixZAoDFYiE8PJxq1arx66+/4uDgQFRUFH///TflypUjb968FC9enKCgIOzt7YmNjaVjx440atSIRo0a4enpSZUqVejWrRsAERERfP755yxfvhwXFxdiY2Oxs7MjLi6O69ev4+7uzoABA1i/fj3Tpk1jxYoVT+6kiojIM0EFHXkkd6ZcxcfH8/777xMUFESTJk0ICAggMjISW1tbbty4walTp3B3d0+zjxo1avD8888D8PLLL1O8eHGcnZ0BqFixIpGRkdSvX5+zZ88ycOBALl68iJ2dHZcvX+bSpUu4uLgAGFO9SpQoQb58+bhw4YKRsIk8rVxcnLM7BHkEun4ij9+dkbrpadeuHa+//joff/wxJ0+eJDo6mlq1anHixAlOnDjBRx99ZLRNTEzk5MmTRn7Qrl07Y1vdunX5/PPP8fb2pkCBAtSpU4ewsDDOnTtHvXr1gJSHR4GBgRw5cgSTyURUVBSHDx9OM9/Yvn07Pj4+Rp5y90OmvHnzGg+33N3dmTx58kOeHZH7S+s+pXtXzqVr/+xRQUeyhIODA02bNmX79u38+OOPeHp6MnfuXEwmE82bNyc+Pv6++95ha2t7z2ez2QzARx99xNChQ2nWrBnJycm4ubml6je9/USeZpcuRWd3CPKQXFycdf2slI2NicKFnbI7DMmkChUqcObMGa5fv55qlM7vv/+Oq6srL7zwAuXKlWPnzp3s3r2btm3bYjKZsFgsFCxYkJCQkHT7zps3r/HnmjVr8tdff7F9+3bq1atHnTp1WLNmDefOncPPzw+ATz75BBcXFyZNmoSdnR09e/a8b46THnt7e+PPNjY2JCUlPXAfIpnx7/uU7l05l669dcooZ9EaOpIlkpOT2bNnD6VLlyY6OprixYtjMpn45ZdfiIyMNNo5OjoSHf1wf5FER0dTokQJIGVOekJCQpbELiIiIk+vEiVK4OXlRWBgoFE8OXr0KPPnz6d///5AykibVatWsWHDBmPUTZkyZcidO7exng3AiRMniImJSfM49vb2VKpUiYULF1K/fn3c3NzYt28fR44cwc3NDUjJRZ5//nns7Ow4evRoqrVvnJycUuU4r7zyCiEhIca6ObGxscpdREQkS2mEjjySO2voJCYmUr58ed577z0OHjzI6NGjWbhwIa6urri6uhrtO3XqxOTJk/niiy8YPHjwAx3L39+ffv36UbRoUerUqXPPXHoRERF5NgUGBjJ9+nRatmxJrly5cHBwYNiwYdSpUweA5s2bM3bsWKpWrcoLL7wAgJ2dHfPnz2fChAksXryY5ORkChcuzMyZM9M9Tr169Thw4ABVqlTBzs6OUqVKUaJECWNETd++fRk8eDDr16+nVKlSqd6w1aZNG/z9/dmyZQs9evSgbdu29OnThx49emAymbC3t2f+/PmP7ySJiEiOY7JkNDFZJIfoNe47oq7dzu4wJAcJne6joa9WTEOXrZemXMmzQHmLZCStPEP3rpxL1946acqViIiIiIiIiMgzRgUdEREREREREREro4KOiIiIiIiIiIiVUUFHRERERERERMTKaFFkEZFsEhefRPRNLWhprbS4oPXSosgikhOklWfo3pVz6dpbp4xyFr22XOR/rlyJITn50eqb+osyZ9J1FxGRJ+1R8xbdu0RErJ+mXImIiIiIiIiIWBkVdERERERERERErIwKOiIiIiIiIiIiVkYFHRERERERERERK6OCjoiIiIiIiIiIlVFBR0RERERERETEyqigIyIiIiIiIiJiZVTQERERERERERGxMiroiIiIiIiIiIhYGRV0RERERERERESsjAo6IiIiIiIiIiJWRgUdEREREREREREro4KOiIiIiIiIiIiVUUFHRERERERERMTKqKAjIiIiIiIiImJl7LI7AJGnReHCTlnSj4uLc5b0I9YlM9c9Lj6J6Ju3n0A0IiLyrMuKvEU5i/VTbiGSs6mgI/I/vcZ9R9Q13RDl8Qmd7kN0dgchIiLPBOUtAsotRHI6TbkSEREREREREbEyKuiIiIiIiIiIiFgZFXRERERERERERKyM1tB5xnl6epKQkMCOHTuwtbUFYM2aNQQEBDBixAi6dev2QP11796dnj178sorr2R43Pnz51OhQgXjuyNHjjB48GAAbty4QUxMDMWLFwfg9ddfp2vXrg8Ui4iIiDzdOnbsSEJCAomJiZw+fZry5csDUKlSJZ5//nnKly9Py5YtH9vxT506xbRp0zh8+DB58uQhb9689OnTh2bNmj1QPwcOHCAoKIjp06c/pkhFREQenAo6OYCLiws///wzTZo0AWDdunVUrlz5icfh6upKSEgIAMHBwWzfvp3Zs2c/8ThERETkyVi1ahUA586dw9fX18gDnoSoqCi6devGxx9/zKeffmp8t2vXrnvaJiUlYWeXflpctWrVLCvmJCcnYzKZMJlMWdKfiIjkXCro5ADt2rUjODiYJk2acPbsWW7fvp1q5ExsbCzjxo3jwIEDALRp04Y+ffoAcPz4cfz9/UlKSqJcuXLEx8cb+0VFRTFu3DjOnz9PfHw8rVq14t13332oGBcuXMi3336L2WymaNGijB07FhcXF8LCwpg5cybx8fGYzWbeffddWrVqBaSMFqpcuTL79+/n77//5s0336Ro0aIsXbqUqKgoPv74Y1q0aPGwp01EREQeo6FDh1KlShW6devGnDlzOHnyJDExMZw+fZrKlSvTp08fJk2axPnz5/nPf/7DkCFDgMznH8uWLcPDw4O2bdsa3xUpUsT43L17d6pXr84ff/yBg4MDvXr1YvLkyQQHBwMQERFhfL77z1euXGHgwIFcuXIFgHr16hEQEACkn8/MmTOHyMhIbt26xdmzZ/nqq6+YNWsW4eHh2NvbkzdvXlasWPEYz7aIiDyLVNDJATw8PFi+fDk3btxg7dq1tG3bloMHDxrb582bR3JyMqGhocTGxtKpUydcXV1p0qQJgwcPpnv37rRr147ff/+dLl26GPsNGTKEfv36Ubt2bRISEnj77bepWrUqDRo0eKD4QkJCOHPmDN988w02NjYsX76cSZMmMX36dCpVqsTy5cuxtbXl8uXLtG/fnoYNG5I/f34ALly4wNKlS7l06RKvvfYab7/9NitWrGD//v30799fBR156ri4OGd3CJKFdD1Fss6ff/7JmjVryJs3L+3atWP69OksWrSIpKQkXn31VTp16kTp0qUznX/89ddfGeYkR48eZfHixdjZ2REREZGpOENDQ3nhhRcICgoCUqaRw/3zGYC9e/cSHBxMoUKF+OuvvwgLC2Pz5s3Y2NgYfYg8jAe9F+nelXPp2j97VNDJAUwmEy1atGDjxo1s2rSJr7/+OlVBJywsjICAAEwmE05OTrRq1YqwsDBq1qzJ0aNH8fHxAcDd3d0Y2XPr1i12797N1atXjX5iY2M5ceLEAxd0tm3bxsGDB2nXrh0AZrMZJycnAK5evUpAQACRkZHY2tpy48YNTp06hbu7OwBeXl7Y2NhQtGhRChQoYMyJr1y5MhcvXiQ+Ph4HB4eHO3Eij8GlS9HZHYJkERcXZ11PK2VjY6JwYafsDkP+pWHDhjg7p/zHhqurKxUrVsTe3h57e3vKlCnDmTNnKFKkSKbzD4vFkuExvb297zvVKi1ubm58+eWXTJ48mTp16tCwYUPg/vkMQOPGjSlUqBAAJUuWxGw2M2zYMDw8PDJcm1Dkfh7kXqR7V86la2+dMspZVNDJIdq3b0/Hjh2pU6cOBQsWTLXNYrHcM4/7zuf05nffmf+9evVqcuXK9UixWSwW+vbtS4cOHe7ZFhgYiKenJ3PnzsVkMtG8efNU077uLtbY2toan+8sAJ2UlKSCjoiIiBVI755+57PZbH6g/KNy5crGdPL05M2bN9Ux7i4C3Z1v3K169eqsW7eOXbt2ERISwoIFC/j666/vm88AODo6Gn92dnZm48aNREREEBYWxrRp01i7di0uLi73jVdERORuem15DlGyZEkGDBhAv3797tlWv359Vq9ejcViISYmhk2bNlGvXj2cnJwoX748oaGhAOzfv5+jR48C4OTkRM2aNVmwYIHRzz///MOlS5ceODZPT09jShhAQkIChw8fBiA6OprixYtjMpn45ZdfiIyMfOD+RURE5NnwIPnHG2+8QVhYmJHHAFy8eJFvvvkmzb5LlizJ2bNnuXHjBhaLhY0bN6bZ7uzZs8aIZn9/f/7880+Sk5Pvm8/829WrV4mLi6Nx48YMGjQIZ2dnzp49m+nzICIiAhqhk6N06tQpze/79evH2LFj8fb2BlIWRW7cuDEAU6ZMwd/fn6CgICpXroybm5ux37Rp05g4caKxn6OjI+PHj3/gp0tt27bl+vXrxivULRYLXbp0oWLFigwcOJDRo0ezcOFCXF1dcXV1feDfLSIiIs+OzOYfRYsWZcmSJUybNo2ZM2eSN29e8ubNS+/evdPst2jRovTo0YP27dtTokQJqlatyrFjx+5pt3v3br788ktsbW1JTk5m9OjR2NjY3Def+bd//vmHESNGkJSUhNlspnHjxsZ0chERkcwyWTIzwVgkB+g17juirt3O7jDkGRY63Udzl58hmotuvbSGjjwLlLcIPHhuoXtXzqVrb50yylk05UpERERERERExMqooCMiIiIiIiIiYmVU0BERERERERERsTJaQ0dE5AmJi08i+qbWO3hWaC669dIaOiLyrHjQ3EL3rpxL1946ZZSz6C1XIv9z5UoMycmPVt/UX5Q5k667iIg8aY+at+jeJSJi/TTlSkRERERERETEyqigIyIiIiIiIiJiZVTQERERERERERGxMiroiIiIiIiIiIhYGRV0RERERERERESsjN5yJfI/Njamp6ofsS667jmTrrt10nWTZ0FW/HOsfxdyJl33nEvX3vpkdM1MFovl0d7TLCIiIiIiIiIiT5SmXImIiIiIiIiIWBkVdERERERERERErIwKOiIiIiIiIiIiVkYFHRERERERERERK6OCjoiIiIiIiIiIlVFBR0RERERERETEyqigIyIiIiIiIiJiZVTQERERERERERGxMiroiIiIiIiIiIhYGRV0RERERERERESsjAo6IiIiIiIiIiJWRgUdEREREREREREro4KOiIiIiIiIiIiVscvuAESeFteuxZKcbHmkPgoXduLKlZgsikisha57zqTrbr1sbEwULOiY3WGIPJJHzVv0d1jOpOuec+naW6eMchYVdET+JznZ8sgFnTv9SM6j654z6bqLSHbJirxFf4flTLruOZeu/bNHU65ERERERERERKyMCjoiIiIiIiIiIlZGBR0RERERERERESujgo6IiIiIiIiIiJVRQUdERERERERExMqooCMiIiIiIiIiYmX02nKR/ylc2ClL+nFxcc6SfiT7xMUnEX3zdnaHISIikq6syFuUs2Q/5Rwi8ihU0BH5n17jviPqmm6oAqHTfYjO7iBERETuQ3nLs0E5h4g8Ck25EhERERERERGxMiroiIiIiIiIiIhYGRV0RERERERERESsjAo6Vm7GjBmMGjXK+Pzjjz/i6urKsWPHjO/++9//smrVqgfqNzg4GD8/vzS3RURE0L59+zS3DR06lMaNG+Pj40Pz5s0ZO3YsycnJD3RsERERkafBDz/8gI+PT6r/NWzYkAYNGmR3aCIiIiroWDsPDw92795tfN69ezdubm7Gd2azmV9//ZW6detmus+kpKRHiqlPnz6EhISwZs0adu7cyZYtWx6pv8x41JhFRERE/u3VV18lJCTE+N+XX35Jrly5GDZsWHaHJiIiordcWbsaNWpw7tw5Ll++zHPPPceePXt47733WLt2LV27duWvv/7CycmJkiVLEhkZyciRI7l69Sp2dnYMGDCAxo0bA+Dq6srHH3/Mjh07qFmzJqVKlUp1nBkzZrBp0yaKFi1K1apVMxWbk5MTlStX5vz58wAcOXKE0aNHc/v2beLj43n99dd5++23AYiOjmbChAkcPHgQk8lErVq1GDlyJAkJCcyYMYM9e/aQmJhIhQoVCAwMxNHRkaFDh+Lo6Mjp06e5du0ay5YtY8iQIRw/fhw7OzvKlCnDrFmzsu5ki4iISI5lNpv56KOP8PLyomXLlsyZM4dTp04RHR3N2bNnKVWqFLNmzSJPnjyEhYUxc+ZM4uPjMZvNvPvuu7Rq1QqA7t27U7FiRQ4fPsyFCxdo0aIFH330UTb/OhERsUYq6Fi53LlzU7VqVXbv3k3jxo25ffs2jRs3ZuLEiUDKiB0PDw8ABg0axOuvv07Hjh05fvw4Xbt2ZfPmzRQqVAiA5ORklixZAqRMubpj27ZtbNu2jXXr1pE7d27ee++9TMV25coVjhw5wvvvvw9A8eLFCQoKwt7entjYWDp27EijRo0oV64cEyZMIG/evISEhGBjY8PVq1cBWLRoEc7OzqxevRqAqVOnsmDBAgYMGADAb7/9xtKlS8mbNy/ff/89N2/eZNOmTQDcuHHjkc6t5GwuLs6Ptb08G3TdRXKO6dOnYzabGTRokPHdwYMHWb16Nc7OzvTq1YvQ0FBef/11KlWqxPLly7G1teXy5cu0b9+ehg0bkj9/fgBOnDjBl19+SXx8PJ07d6Z69eq88sor2fXTJJs96XuJ7l05l679s0cFnWeAh4cHERERODo6UrNmTWxtbXnxxRc5duwYu3fv5rXXXiMmJoZDhw7h6+sLwEsvvcTLL7/M77//jqenJwDt2rVLs/+IiAhatmyJo6MjAB06dGDevHnpxrNgwQJWrlzJqVOn6N69O+XKlQMgLi6OwMBAjhw5gslkIioqisOHD1OuXDl+/PFHgoODsbFJmQV4p8i0bds2YmJi+PbbbwFISEigYsWKxrG8vLzImzcvABUrVuTkyZOMHj2aOnXq0LRp04c9pSJcuhSd6bYuLs4P1F6eDbru1svGxkThwk7ZHYZYkW+//ZZNmzaxZs0abG1tje8bNmxIvnz5AKhWrRpnzpwB4OrVqwQEBBAZGYmtrS03btzg1KlTuLu7A9C2bVvs7Oyws7OjZcuWhIeHq6CTgz3Je4nuXTmXrr11yihnUUHnGVCnTh3GjBmDs7MztWvXBqB27dqEh4fz66+/MmLEiHT3NZlMxp/vFEb+zWKxPFA8ffr0oVu3bpw8eZIuXbpQt25dmjRpwieffIKLiwuTJk3Czs6Onj17Eh8ff9++LBYLo0aNol69emluvzvmkiVLsmnTJsLDw9m5cyczZswgNDQUBweHB4pfRERE5I4TJ04watQoFixYQOHChVNtuzvHsLW1NfKawMBAPD09mTt3LiaTiebNm6eb81gsllT5mIiISGZpUeRnQI0aNfj777/57rvvqFOnDgC1atVi6dKl5MuXjxIlSuDk5MTLL7/M2rVrgZTk5PDhw7i5uWXYf7169di8eTO3bt3CbDazZs2aTMVVtmxZ/Pz8mDlzJpCyTs7zzz+PnZ0dR48eZe/evUbbV155hcWLFxvFoztTrjw9PQkKCiIuLg6AmJgYTpw4kebxLly4gK2tLc2aNcPf35+rV69y/fr1TMUqIiIi8m8xMTG89957DBgwgGrVqmV6v+joaIoXL47JZOKXX34hMjIy1faQkBCSkpK4desWW7ZsMabHi4iIPAiN0HkGODg44ObmxsWLFylatCgAVatW5eLFi3h5eRntpk2bxsiRIwkKCsLOzo4pU6YYU5vu55VXXuH333+nbdu2FClSBA8PDy5evJip2Dp16sRXX33F1q1b6du3L4MHD2b9+vWUKlXKGE0E4O/vz4QJE2jdujW2trbUqVOH4cOH06dPH+bOnUuHDh0wmUyYTCb69+9vTOO625EjR5g+fTqQsh5Qnz59jPMhIiIi8qCWL1/OmTNnWL58OcuXL0+1rV69eumOrBk4cCCjR49m4cKFuLq64urqmmp75cqV6dGjh5GrabqViIg8DJPlQefTiDyjeo37jqhrt7M7DHkKhE730Ro6kiFdd+ulNXQkO3Xv3p2ePXs+chFHecuz4UFzjkele1fOpWtvnTLKWTTlSkRERERERETEymjKlYiIiIjIE7JkyZLsDkFERJ4RGqEjIiIiIiIiImJlNEJH5H8WD38tu0OQp0RcfFJ2hyAiInJfylueDco5RORRqKAj8j9XrsSQnPxoa4RrsTERERF5Eh41b1HOIiJi/TTlSkRERERERETEyqigIyIiIiIiIiJiZVTQERERERERERGxMiroiIiIiIiIiIhYGRV0RERERERERESsjAo6IiIiIiIiIiJWRgUdEREREREREREro4KOiIiIiIiIiIiVUUFHRERERERERMTKqKAjIiIiIiIiImJlVNAREREREREREbEyKuiIiIiIiIiIiFgZFXRERERERERERKyMCjoiIiIiIiIiIlZGBR0REREREREREStjl90BiDwtChd2ypJ+XFycs6QfyT5x8UlE37yd3WGIiIikKyvyFuUs2U85h4g8ChV0RP6n17jviLqmG6pA6HQforM7CBERkftQ3vJsUM4hIo9CU65ERERERERERKyMCjoiIiIiIiIiIlZGBR0RERERERERESujgk4Os3nzZtq2bYuPjw9eXl4MHDgww318fHyIi4tLc5unpydHjx595LhcXV3p0KFDqu9mz56Nq6srP/744yP3LyIiIo+fp6cnXl5eRp4xfPhwEhMT023fu3dvzpw5c98+hw4dytKlSzM89uHDh+nevTs+Pj60bNmSzp07c/nyZQC6d+/+wPlEUFAQV65cybBdcHAwfn5+D9S3iIhIVtCiyDlIVFQUo0ePZu3atRQrVgyLxcLhw4cz3C8kJCRL40hKSsLO7t5/9JKTkzl+/DgvvfQSFouFTZs2UaFChSw9toiIiDxes2fPpkKFCpjNZrp27cr3339Py5YtU7VJTk7GZDKxcOHCLDvuwIEDGTRoEK+88goAp0+fJk+ePA/d31dffUX9+vUpXLhwVoUoIiKSpTRCJwe5fPkydnZ2FChQAACTycTLL78MpIyQmTNnDp07d6Z58+Z8++23xn6urq7ExsYCsHfvXry9venQoQPjxo3DYrEY7U6ePMk777yDr68vbdq0Yc2aNan6WLRoEd27d2fu3Llpxte2bVuCg4MBiIiIoEKFCkasAKGhoXTs2JG2bdvStm1bwsLCjG2enp7MmjWLTp064enpmakneSIiIvL4xMfHEx8fT758+QCYM2cOgwYNol+/fvj4+HDz5s1UI30vXrzI+++/j7e3N97e3nz++ef39BkeHo63t3eao4MvXLhA0aJFjc+lS5fG0dHxnnYbN27E19eXCxcuEBUVhZ+fHx06dMDb25v58+cD8NlnnxnbfHx8OH78OAkJCUyePJnWrVvTpk0b3nvvPaPPmJgYPvzwQ1q1akXnzp25dOmSsW3hwoV06NCBdu3a8e677xrbtm7dire3Nz4+PrRu3ZqIiIiHOc0iIpKDaYRODlKxYkWqVatG06ZN8fDwoEaNGvj4+FCwYEEgpcCzYsUKTp48SZcuXahVq1aqp1IJCQkMGDCAadOm4eHhwaZNm1iyZAmQMupm0KBBTJ06lXLlyhETE4Ovry/u7u6UK1cOSHkad6d9Wlq0aEHXrl0ZOHAga9eupV27dnzxxRfG9oYNG9K6dWtMJhMnT57k7bffZufOncb2uLg4Vq5cyblz5/D29qZdu3ZpJnIimeHi4vxY28uzQddd5F5+fn44ODhw5swZGjZsSMOGDY1te/fuJTg4mEKFCt2z36BBg2jSpAlz5swB4OrVq6m2r1+/nv/7v/9j0aJFqQo3d7z77rt07dqV6tWr4+7uTqtWrYwc5I6FCxfyyy+/EBQUhLOzMz169KBfv37Url2bhIQE3n77bapWrUrfvn1ZtWqVMdoIYO7cuZw9e5bg4GDs7e1TxXfgwAHWr19PsWLFGD58OEuXLmXAgAGEhIRw5swZvvnmG2xsbFi+fDmTJk1i+vTpzJ49m1GjRlGrVi3MZjO3b+sV5DnVk76X6N6Vc+naP3tU0MlBbGxsmDdvHkePHmXPnj1s3bqVxYsXExoaCkDHjh0BKFu2LJUqVeL333/n1VdfNfY/efIkefLkwcPDA4CWLVsycuRIIGVY84kTJ/joo4+M9omJiZw8edJIptq1a3ff+PLmzYu7uzvff/89+/btY/z48akKOmfPnmXgwIFcvHgROzs7Ll++zKVLl3BxcTHiAShRogT58uXjwoUL9yRyIpl16VJ0ptu6uDg/UHt5Nui6Wy8bGxOFCztldxjPrDtFkPj4eN5//32CgoJ4++23AWjcuHGaxZzY2Fh+++03vvzyS+O7u9sFBwfj4ODA//3f/+HklPa16927N23atCE8PJywsDB8fX1ZuHAhtWvXBlJGCL3wwgssWLAAe3t7bt26xe7du1MVZmJjYzlx4gQNGjS4p/8ff/yRoUOHYm9vf098NWrUoFixYgC4ubmxa9cuALZt28bBgweNHMhsNhvx161bl0mTJuHl5UXjxo01zTwHe5L3Et27ci5de+uUUc6igk4OVKFCBSpUqEDXrl1p2bIlu3fvvqeNxWLBZDJluk+LxULBggXvu95O3rx5gZRhzFu2bAHA39+funXrGm3atWvHhx9+SPv27e9ZZ+ejjz5i6NChNGvWjOTkZNzc3IiPjze2Ozg4GH+2tbXFbDZnOn4RERHJWg4ODjRt2pTt27cbBZ2HHTnr6urK3r17OX78OO7u7um2K1q0KD4+Pvj4+ODg4MC3335rFHTc3d355ZdfOH/+PKVLlzbW8Vm9ejW5cuXKMIa7p5n/W3o5iMVioW/fvve8+AEgICCAI0eOEB4ezgcffECPHj14/fXXM4xDRETkDq2hk4NcvHiR3377zfh84cIFrl69SokSJQCMNW9Onz7NoUOHcHNzS7V/2bJliYuLY8+ePQBs2bKF6OiUKm+ZMmXInTs369atM9qfOHGCmJiYe+Lo27cvISEhhISEpCrmQMrTqv/+97907dr1nv2io6ONWFevXk1CQsKDngIRERF5QpKTk9mzZw+lS5fOsK2joyPVq1cnKCjI+O7ukTOVK1dm7ty5fPzxx2k+iIKUNWmSkpKAlPV7Tp48aeQNAI0aNSIwMJA+ffpw7NgxnJycqFmzJgsWLDDa/PPPP8YaN46OjkaeAynr9f3f//2fkX/8e0pYWjw9PVm+fDk3btwAUqav33khxcmTJ3F1deWtt96iTZs2HDhwIMP+RERE7qYROjlIUlISc+bM4e+//yZ37twkJyfz4YcfUqlSJQDs7e3p3Lkz165dY8yYMfe81cHe3p5PPvmE0aNH4+DgQN26dXnhhRcAsLOzY/78+UyYMIHFixeTnJxM4cKFmTlz5gPFaDKZ6NmzZ5rb/P396devH0WLFqVOnTqpFkwWERGRp8OdNXQSExMpX758qsWD72fatGmMHj2a1q1bY2NjQ+vWrenTp4+x3dXVlfnz59O3b19GjBhBo0aNUu2/ZcsWpk6dioODA0lJSdSvX/+eB0T16tVj4sSJ9O3bl1mzZjFt2jQmTpyIt7c3kFLEGT9+PC4uLrz55psEBASQO3dupk+fTp8+fZg+fTpt27YlV65cvPjii8yePfu+v6lt27Zcv36dbt26ASkjdrp06ULFihWZPn06kZGR2Nraki9fPsaPH5+p8yQiInKHyXK/8aOSY7i6urJv374cvYhwr3HfEXVNCxIKhE730Ro6kiFdd+ulNXTkWaC85dnwoDnHo9K9K+fStbdOGeUsmnIlIiIiIiIiImJlNOVKADhy5Eh2hyAiIiIiIiIimaQROiIiIiIiIiIiVkYjdET+Z/Hw17I7BHlKxMUnZXcIIiIi96W85dmgnENEHoUKOiL/c+VKDMnJj7ZGuBYbExERkSfhUfMW5SwiItZPU65ERERERERERKyMCjoiIiIiIiIiIlZGBR0RERERERERESujgo6IiIiIiIiIiJVRQUdERERERERExMqooCMiIiIiIiIiYmVU0BERERERERERsTIq6IiIiIiIiIiIWBkVdERERERERERErIwKOiIiIiIiIiIiVkYFHRERERERERERK6OCjoiIiIiIiIiIlVFBR0RERERERETEyqigIyIiIiIiIiJiZVTQERERERERERGxMnbZHYDI06JwYacs6cfFxTlL+pHsExefRPTN29kdhoiISLqyIm9RzpL9lHOIyKNQQUfkf3qN+46oa7qhCoRO9yE6u4MQERG5D+UtzwblHCLyKDTlSkRERERERETEyqigIyIiIiIiIiJiZVTQERERERERERGxMiroiMHT0xMvLy/atGnDf/7zH/r27cu+ffsA+PrrrwkKCsreAEVERHKYjh074uPjQ8uWLalUqRI+Pj74+Pjg7+9PREQE7du3z5LjmM1mGjVqRL9+/bKkv0cxdOhQGjdujI+PD97e3vTo0YN//vkHgAMHDjBw4MBM99W9e3d+/PHHTLcPDg7G1dWVZcuWGd9ZLBZeffVVPDw8Mv8j0jBs2DD27t37SH2IiIjcTYsiSyqzZ8+mQoUKAHz33Xf06dOHxYsX06VLl2yO7P7MZjO2trbZHYaIiEiWWrVqFQDnzp3D19eXkJAQY1tERESWHWfnzp0UKVKEX3/9lcuXL/Pcc89lWd/w4PfpPn360K1bNwCmTJnC/PnzGT16NFWrVmX69Olp7pOUlISd3aOntpUqVWLdunV07doVSDnP+fPnJyYm5pH6HT9+/CPHJiIicjeN0JF0vfbaa3Tu3JnFixczZ84cJk+eDKQ8verZsycffvghrVq1onPnzly6dAlISdgmT55M69atad26NZMnT8ZsNgOwcuVKWrRoYTxxO3HiBACTJ0/G19eXNm3a8NZbb/H3338D3PPk8e7PERER+Pj4MHbsWF5//XV27tyZbv8iIiLPKrPZzMiRI/H29qZNmzap7n1r166lY8eOtG/fnjfffJOTJ0+m28+aNWvo3LkzzZo1S1U0ut89PyEhgREjRtC8eXO6dOnCmDFj8PPzM/br1asXH3/8Me3bt+fPP/+kdevWqY7Zpk0bYyRwepKTk4mNjSV//vxA6lzg3LlzeHh4MGfOHLp06cKqVas4fvw4HTt2pF27dgwaNIj4+Hijr7lz5+Ll5YWPjw9t27bl5s2baR6zZMmSODg4cPz4ceM8/nsk1M6dO2nbti3e3t689dZbREZGAvDWW2+xdetWo922bdvo3r07kHq0UExMDMOGDaNDhw54e3szbtw4I18SERHJLBV05L7c3NyMhOZuBw4cYMiQIWzcuJGXXnqJpUuXAilFm0OHDhEcHExwcDB//fUXK1euBFKesH3xxReEhISwZs0aXnjhBQB69+7NmjVrWL9+Pa1bt2batGmZiu3o0aO0bt2ab775hldeeSXd/kVERJ5Vx48fp3PnzoSGhtKiRQvmzZsHwN69e9m8eTPLli0ziisBAQFp9nH16lUiIiJo0aIF7du3Z82aNam23++ef/78eTZu3EhQUBAHDx5Mtd++fft4//33CQ4Oplq1auTNm5fdu3cb8dnY2FCjRo00Y1qwYAE+Pj40atSI8PBw3n777TTbXb9+nXLlyvH111/TpUsXBg8ezBtvvMHatWvp1q0bBw4cAODGjRssXryYdevWERISwtKlS8mbN2+657Vt27asXbuW2NhY9u3bR6NGjYxtV65cYfDgwUybNo3Q0FBat27NoEGDAGjXrh3r1q0z2q5duxZfX997+p84cSK1a9dm9erVhISEcPXq1XvOu4iISEY05Uruy2KxpPl9jRo1KFasGJBS9Nm1axcAYWFhtGvXDnt7ewDat2/P1q1beeONN6hbty7+/v68+uqrNG3alJIlSwIpT7mWL1/OrVu3SEpKynRsL774ItWrVzc+p9e/yMNwcXF+rO3l2aDrLtmtTJkyVKpUCQB3d3djBMi2bds4fPgwHTt2BFLu5+mNSAkJCeGVV17BycmJmjVrYjab+f3333F3dwfSv+ffGS1rZ2eHnZ0drVq14tdffzX6rVGjBqVKlTI+d+/eneXLl1OnTh2WLVtmTGlKy91Trj799FOGDx9uFKvu5uDgQIsWLYCUUS9Hjx7Fx8fHOB93ppE7OTlRpkwZPv74Yxo1akTTpk1xcnJK9/h3ilulS5emWbNmqaaL/fHHH1SsWJGXXnoJAF9fX0aPHk1MTAzNmzdn4sSJXL16FZPJxO7du40Rznfbtm0b+/fv58svvwQgLi6OokWLphuPPNue9L1E966cS9f+2aOCjtzXgQMHKF++/D3fOzg4GH+2tbU1hglbLBZMJlOqtnc+z507lwMHDhAeHs6bb75JYGAgL730EhMnTmT16tWULFmSffv2GU+5bG1tUxWU7h42DdzzZC2t/ps0afIIv15yskuXojPd1sXF+YHay7NB19162diYKFw4/f+YtyZ3HqAA2NjYGA9GLBYLvr6+fPDBBxn2ERwczNWrV/H09AQgOjqaNWvWGAWdB7nn383R0THVZy8vLz755BP++usvIiIimDBhQqZ+o5eXFwsXLkxzW548eVLFkF48tra2fPPNN+zbt4/w8HDat2/PokWLqFixYrqxu7m5MW3aNJYsWZJq2/1+d548eXj11VfZuHEjAK+++mqaI4EsFgvz5s3TwycBHizneFS6d+VcuvbWKaOcRVOuJF1bt27l66+/5v+xd+fxNd35H8ffN4kECUWaqha1Jqr2IrXUEi0heyyhSpUypRUURaq1RVrbtMSoRpVpEWsiYpka1VZbQQ1TTC2108UWIrFku/f3R+r+pGJN5OYkr+fjMY+He8853/M599txPj7n+/2eV1999Z6Pad68uWJjY5Wenq709HStXr1azZo1U0ZGhk6dOqV69eppwIABatGihfbv36+UlBQVK1ZMbm5uMpvNWrp0qbWtSpUq6dSpU0pKSpLFYrEmRzm5XfsAABRFXl5eiouL0x9//CEpa62dv06JkqQ9e/YoOTlZ33//vTZv3qzNmzdr7dq1+te//qVr167d8Ryenp5as2aNMjIylJqaqg0bNtxx/2LFiqlz584aOHCg/Pz8VKJEiXu6lm3btqlKlSp33c/FxUU1a9ZUfHy89doOHTokKWv0TmJiopo2barQ0FC5u7vrl19+uWN7AwYMsO57s4YNG2r//v3W9YpiY2NVu3Zt64if4OBgxcbG5rj2zg1eXl6KioqyFscSExN16tSpu14jAAA3Y4QOsgkNDZWjo6OuXbum6tWrKyoqSg0aNNB33313T8eHhITo5MmTCgoKkiS1bNlS3bp1U2ZmpkaPHq3k5GSZTCZVqFBBw4cPV9myZeXt7S0fHx898cQTatKkifWVnuXLl9err76q4OBgVaxYUXXr1r1t8mU2m3NsHwCAoqhJkyYaOnSoBg4cqMzMTKWnp8vb21t16tTJtt+qVavk4+OTbcRJ+fLl9fTTT+vLL7+84zm6d++uAwcOyMfHRxUqVNAzzzxz1yJQ165dNXv27Lu+PTMqKkorVqyQ2WyWi4uLPvjgg7tccZapU6dqzJgxWrhwoZ555hnVr19fUlZBZ/Dgwbp+/bosFotq166t9u3b37GtGjVqWKdV3axcuXKaOnWqRowYoYyMDJUrV07Tpk2zbm/cuLH1jViNGzfOse2wsDBNmzZNAQEBMplMKlasmMLCwhixAwC4LybL7RZJAYqYfuEbdfbinRNRFA3xMwKYcoW7ot+NqzBNubK1lJQUubi4KC0tTQMHDpS3t7d13Z6cxMXFad26dYqKisrHKAsn8pbC4X5zjtzi3lV00ffGdLechRE6AAAAeCCvvvqq0tLSlJqaqubNm1tH6OakX79+OnnypD7++ON8jBAAgMKLgg4AAAAeyIoVK+553/nz5z/ESAAAKHpYFBkAAAAAAMBgGKED/Gn+2Dsvjoii43pqhq1DAADgjshbCgdyDgC5QUEH+NOFCykym3O3RjiLjQEAgPyQ27yFnAUAjI8pVwAAAAAAAAZDQQcAAAAAAMBgKOgAAAAAAAAYDAUdAAAAAAAAg6GgAwAAAAAAYDAUdAAAAAAAAAyGgg4AAAAAAIDBUNABAAAAAAAwGAo6AAAAAAAABkNBBwAAAAAAwGAo6AAAAAAAABgMBR0AAAAAAACDoaADAAAAAABgMBR0AAAAAAAADIaCDgAAAAAAgME42DoAoKBwdXXJk3bc3ErlSTt4eK6nZij58jVbhwEAwAPLi7yFnMX2yEkA5AYFHeBP/cI36uxFbqhFQfyMACXbOggAAHKBvKVwICcBkBtMuQIAAAAAADAYCjoAAAAAAAAGQ0EHAAAAAADAYCjoINf69eunpUuXZvvOYrHIy8tLvXv31s6dOyVJo0eP1qJFi245fu/evRo+fHi+xAoAAHBDWlqaPvjgA73wwgvy9vZWQECANmzYkKs2Y2JidOzYsTyKEACA22NRZORa586dtXDhQnXv3t363fbt2+Xg4KDPP//8rsfXrVtXM2bMeJghAgAA3GL8+PG6evWq1q1bJycnJx06dEj9+vVTmTJl1KxZswdqMzY2VmXLllXVqlVz3J6ZmSl7e/vchA0AgCRG6CAPvPDCCzpx4oQOHz5s/S4mJkbBwcHq1auXvv7661uO2bZtm/z8/HTo0CFt375dwcHBkqTTp0/L09NTH374oQIDA9WhQwfrCB9JWrRokdq3b6/OnTtr1qxZ8vT0lCRduHBBffr0kZ+fn/z8/BQREfGQrxoAABjZr7/+qg0bNmj8+PFycnKSJLm7u2vgwIGaPXu2IiMjNWXKFOv+N39OSEhQSEiIAgMD5efnp3Xr1kmSVq1apX379ik8PFwBAQHaunWrYmJi1K9fP40cOVLBwcE6dOiQtmzZYj32lVde0YkTJ/L/BwAAGB4FHeSao6Oj/Pz8FBMTI0lKSUnRpk2bFBQUlOP+a9as0bRp0/Tpp5/K3d39lu2XLl1SgwYNtHr1ar3xxhuaPn26JOnAgQP65JNPtHTpUq1atUrJyf//ksf4+Hg98cQTio+PV3x8vN54442HcKUAAKCwOHTokCpXrqwyZcpk+75BgwY6dOjQHY+tXbu2lixZotWrV2vBggWaMmWKkpKS1LlzZ9WpU0djx45VXFycmjdvLknatWuXBg8erJiYGD322GN6++23NX36dMXHx8vX11cjRox4WJcJACjEmHKFPNGlSxe99tpreuutt7RhwwY9++yzKl++/C37xcTEyMnJSf/85z/l4uKSY1slS5ZU27ZtJWUlVTeehu3YsUOtW7dWuXLlJGVN9VqzZo0kqX79+taEqmnTpmrZsuXDuEwUIm5upQp0ezAG+h0wLovFctttJpPpjscmJiYqLCxMJ06ckL29vZKSknTs2DE1aNAgx/0bNWqkypUrS5J++ukn1apVSzVq1JCUlc9MmDBBKSkpt82NULjl972Ee1fRRd8XPhR0kCdq1aolNzc3fffdd1q1apX69OmT434eHh7auXOnDh8+fNukx9HR0fpnOzs7ZWRkSMpKvG6XYDVs2FCrV6/W1q1bFRcXp6ioKEVHR+fqmlC4nTuXfPed7pGbW6k8bQ/GQL8bl52dSa6u/MO5qHN3d9fJkyd16dKlbKN0/vvf/6phw4ayt7eX2Wy2fp+ammr98/jx4+Xl5aXZs2fLZDKpQ4cO2bb/lbOzs/XPd8pnUDTl572Ee1fRRd8b091yFqZcIc907txZkZGROn78uLy8vHLc55lnntHs2bM1cuRI7dix477a9/T01LfffqvExERJWYsO3nDq1Cm5uLjIx8dHY8aM0f/+979sSRgAAMDNKlasKG9vb40fP95ajDl06JD++c9/aujQoapcubI1n0hJSdE333xjPTY5OVlPPvmkTCaTfvjhh2xr4Dg7O2ebFv5XDRs21P79+3XkyBFJWflM7dq1GZ0DALhvjNBBnvHz89PUqVMVEhKSbZTNX3l4eGju3LkaOHCg3n333Tvue7NatWrptddeU/fu3fXoo4+qefPmKlUqa9jgjh07tGDBAuvTtAkTJsjOjnolAAC4vfHjx2vGjBnq1KmTTCaTzpw5o+XLl+vpp59W9erVtWHDBvn4+Oipp57SM888Yz1u+PDhmjBhgubNmycPDw95eHhYt4WEhGjKlCn67LPP9Pbbb99yznLlymnq1KkaMWKEMjIyVK5cOU2bNi1frhcAULiYLHeaQAwUMDfPL4+MjNSJEyesiybnVr/wjTp78VqetIWCLX5GAFOukGv0u3Ex5Qo5SUtL07hx4/THH39o7ty51jdfFVTkLYVDXuckd8O9q+ii743pbjkLI3RgKDNmzNCuXbuUnp6uSpUqaeLEibYOCQAAFAKOjo56//33bR0GAAD3jIIODGXcuHG2DgEAAAAAAJtjkREAAAAAAACDYYQO8Kf5Y9vbOgTkk+upGbYOAQCAXCFvKRzISQDkBgUd4E8XLqTIbM7dGuEsNgYAAPJDbvMWchYAMD6mXAEAAAAAABgMBR0AAAAAAACDoaADAAAAAABgMBR0AAAAAAAADIaCDgAAAAAAgMFQ0AEAAAAAADAYCjoAAAAAAAAGQ0EHAAAAAADAYCjoAAAAAAAAGAwFHQAAAAAAAIOhoAMAAAAAAGAwFHQAAAAAAAAMhoIOAAAAAACAwVDQAQAAAAAAMBgKOgAAAAAAAAbjYOsAgILC1dUlT9pxcyuVJ+3g4bmemqHky9dsHQYAAA8sL/IWchbbIycBkBsUdIA/9QvfqLMXuaEWBfEzApRs6yAAAMgF8pbCgZwEQG4w5QoAAAAAAMBgKOgAAAAAAAAYDAUdAAAAAAAAg6GgAwAAAAAAYDBFrqCTnp6umTNnqkOHDvLx8VHHjh31wQcfKD09/Y7HjR49WosWLZIkRUZGasqUKQ8cw/79+7V+/fp72nf79u0KDg6+7213Mnr0aHl4eOiXX36xfnfq1CnVqlVLoaGhkqS9e/dq+PDhd23rzJkz6tWrl/Xzpk2b1LFjRwUGBuro0aMKCAjQ9evX7ztGAACQd7y8vOTt7a2AgAB5e3tr7Nixd8197tfw4cPVsmVLeXh46MqVK9m2/fe//5W/v786dOigvn376sKFC/fcblJSkurWravJkydn+/7mfOyrr77KVW6Wk169eqldu3YKCAhQQECAhg4dmqftAwCQW0WuoDNmzBgdPnxYq1at0rp167RmzRpVrVpVaWlp+RbD/v379a9//SvfzpeT2rVrKzY21vo5NjZWtWvXtn6uW7euZsyYcdd2ypcvry+++ML6eenSpQoNDdXq1atVrVo1xcXFqXjx4nkWd0ZGRp61BQBAUTJr1izFxcVp3bp1Onz4sP7973/naftdunRRXFzcLd9bLBaNHDlS7733nr788ks1btxY06dPv+d24+Pj1aBBA61bt+62+Vq7du00atSoB479dsaOHau4uDjFxcXpo48+uq9jyVkAAA9bkSroHD9+XJs2bVJ4eLhcXFwkScWKFVNISIicnZ2VmZmpKVOmyNfXV76+vpoyZYoyMzPv2u68efPUpUsXBQUF6fXXX9e5c+ckSWlpadb2/P399cYbb+jixYuaNWuWtm7dqoCAAIWHh0vKeqoVHBwsPz8/vfHGG0pKSrK2n5GRoTFjxigoKEhdunTR4cOHc4zj22+/Vffu3RUcHKyQkBD997//vW3MHTt21KZNm5SZmSmLxaL169fL19fXuv3m0T+nT5+Wp6enPvzwQwUGBqpDhw7auXNntm2SFBERof/85z+aPn26ddTOzU/pdu7cKT8/P/n5+Sk8PFxt27bVoUOHbtnvr589PDz06aefqlevXpo9e7ZSUlL0zjvvqEuXLta2bvTT7NmzrU8gAwMDdfny5bv2HwAARUlqaqpSU1NVunRpSf+fr3Tp0kUBAQEaOXKk9R48evRovffee+rdu7fat2+vt99+WxaLJcd2mzVrJldX11u+37t3r5ycnNS4cWNJUvfu3e/rwdaqVas0aNAgubu7a/PmzTnuExMTYx1lLGU9qOratauCg4PVu3dvHT161Lpf3759NXToUPn4+Kh79+7WvO1e7dmzRyEhIfLz81NISIj27Nkj6f9zosjISPXo0UMrVqzQmTNnNHjwYGv+88knn0jSHXMZAADulYOtA8hPP//8s5566ik98sgjOW5ftmyZ9u/fr5iYGElS//79tWzZMr300ku3bTMuLk4nT57U8uXLZWdnpyVLluiDDz7QjBkzFBUVpVOnTikmJkaOjo5KTExU2bJlFRoaqm+++UazZs2ytvPOO++oXLlykqQPP/xQ8+bN04gRIyRJBw8e1NixY9W0aVPFxsbq7bfftsZ4w8mTJzVnzhzNnz9fLi4u+uWXX9S/f3998803OcZdsmRJNWjQQN9//72cnJzk7u6uMmXK3PY6L126pAYNGmjYsGFas2aNpk+frqVLl2bbJywsTPv371ffvn3Vtm3bbNvS0tL01ltv6e9//7saN26sf//739lG9tyN2Wy27v/OO++oSZMmmjx5ssxms0aMGKFVq1apQ4cOmj9/vhISElS8eHGlpKTk6eggFC5ubqUKdHswBvodRhIaGionJyedPHlSLVu2VMuWLSVJn376qUqVKqWVK1dKkqZNm6aoqCgNGzZMkvTLL79o4cKFMplMCgoK0tatW9WiRYt7Pu/vv/+uJ554wvq5XLlyMpvNunTpksqUKaP+/fsrNDRUdevWveXYAwcOKCkpSc8995zOnTunVatWydvb+47n27lzpzZs2KDFixfL0dFR3377rcLCwqx5y969e7VmzRpVqFBBY8eO1aJFi6zX+lfh4eHWkTm9e/eWn5+fQkNDFRERoebNmyshIUGhoaHauHGjpKx8qXr16ho8eLCkrGlbrVu3VmRkpCQpMTFRkvT+++/nmMt069btnn9XFB75fS/h3lV00feFT5Eq6NxNQkKCgoKC5OjoKEkKDg7Wpk2b7ljQ2bx5s/bt26egoCBJUmZmpnX0z9dff63Ro0db27tRsMlJXFyc4uPjlZ6erqtXr6pKlSrWbU899ZSaNm0qSQoICNC7776rlJSUbMd/9913OnnypHr27Gn9LiMjQ+fPn9ejjz6a4zmDgoK0fPlyOTo6KigoSBcvXrxtfCVLlrQWaRo0aHDf89SPHj2q4sWLW5/Ovfjii9Yng/fixu8rZf3me/bs0YIFCyRJ169fV/ny5eXi4qKqVatq5MiRev7559WmTRtrXwB/de5ccp615eZWKk/bgzHQ78ZlZ2eSq2vRuz/MmjVL7u7uSk1N1eDBg7Vw4UL16dNHmzdvVkpKir788ktJWQ9hatWqZT3uhRdekJOTk6SsKdsnT568r4LO3cybN++221auXKmAgACZTCa1b99e4eHhOnPmjMqXL3/bYzZv3qwDBw6oa9eukrKmfN08YrdRo0aqUKGCJKl+/fraunXrbdsaO3ZstodUBw8eVLFixdS8eXNJWaOSihUrpmPHjsnZ2VlOTk7q2LGjJOnKlSvavXu3NV+R/j8XvF0ug6IpP+8l3LuKLvremO6WsxSpgk7t2rV14sQJJSUl5ThKx2KxyGQyZfvur59zOmbgwIHq0qVLjtvuxc6dOxUdHa2lS5eqXLlyio+P1/Lly+/p2Js9//zzmjp16j3v/9xzz2nixInKyMjQ5MmTtWbNmtvue6MoJUl2dnYPNC/8Tr+lvb299fdKTU29ZXvJkiWtf7ZYLJozZ44qVap0y37Lly/Xrl27tG3bNgUHB+vTTz/NlpQCAFDUOTk5qU2bNvrmm2/Up08fWSwWjRs3Ts2aNbvt/jfY29vf99SgChUq6LfffrN+TkxMlMlkuuPIYCmrsBQfHy8nJyfr2jzp6emKjY3V66+/ftvjLBaLOnfurCFDhuS4PTfXk1OuKP1/jlOiRIm75o432rldLgMAwL0qUmvoVKlSRV5eXnrvvfesI1wyMzP1z3/+U1euXFHz5s0VGxur9PR0paena/Xq1bdNbm7w8vLSkiVLrGvepKWl6cCBA9Zt//znP60L+N0YZuvi4qLk5P+vjl6+fFkuLi4qU6aM0tLStGrVqmznOHHihHXNmvj4eLm7u98y8qRFixb67rvvsr256sac7tsxmUwaM2aMxowZIweHh1vbq1atmq5evar//Oc/krLehnXz07JKlSpp7969krKu8U68vLwUFRVlTcASExN16tQppaSkKDExUU2bNlVoaKjc3d2z/R4AACBrGvOPP/5oHQ3s5eWlhQsXWt9KmRU9MyIAAK3OSURBVJKSoiNHjuTZ+erUqaPr169bc5mlS5daR7HcyaZNm1StWjVt2bJFmzdv1ubNm/XZZ5/dMu38r7y8vBQXF6c//vhDUlaut2/fvtxfiLLymbS0NG3btk2StG3bNmVkZGQbWX2Ds7OzGjZsqIULF1q/u5EL3i6XAQDgfhSpETqS9MEHH+gf//iHOnfurGLFislsNqt169ZydHRUSEiITp48aZ3e07Jly7vOZQ4MDNSlS5f08ssvS8p64tKjRw/VqlVLAwYM0IwZMxQYGKhixYrpqaee0qxZs9SsWTN99tln8vf3V9OmTTV69GitWbNGHTt2VPny5VWnTh1rcUOSnn76aa1du1YRERGys7PLcRROlSpVNG3aNL3zzju6fv260tPT1ahRI9WrV++O8bdq1ep+f8IH4ujoqBkzZmj8+PEqXry4nnvuOT366KMqVSprHmdYWJjee+89ubm5qU2bNndsKywsTNOmTbMOwS5WrJjCwsJUrFgxDR48WNevX5fFYlHt2rXVvn37fLg6AAAKvhtr6KSnp6tmzZp64403JEkDBgzQ7Nmz1aVLF5lMJplMJr355puqXr36fbX/5ptvWh8meXt7y93dXfPnz7fmLuPGjVNqaqqefPJJTZs2zXrc7dbQiYmJkZ+fX7bvGjZsaC1I3U6TJk00dOhQDRw4UJmZmUpPT5e3t7fq1KlzX9eTE0dHR82aNUuTJ0/W1atXVbJkSc2cOTPbSOabTZ8+XRMmTJCvr6/s7Ozk6+urAQMG3DaXYcQOAOB+mCz3Oi8IyKWUlBTryKJt27Zp9OjR2rx5s+zsCsZAsX7hG3X24jVbh4F8ED8jgDV0kGv0u3EV1TV0ULiQtxQOeZ2T3A33rqKLvjcm1tBBgbFx40YtXLhQFovFOmKnoBRzAAAAAAAwEgo6yDfBwcEKDg62dRgAAAAAABgewyMAAAAAAAAMhhE6wJ/mj2UB5aLiemqGrUMAACBXyFsKB3ISALlBQQf404ULKTKbc7dGOIuNAQCA/JDbvIWcBQCMjylXAAAAAAAABkNBBwAAAAAAwGAo6AAAAAAAABgMBR0AAAAAAACDoaADAAAAAABgMBR0AAAAAAAADIaCDgAAAAAAgMFQ0AEAAAAAADAYCjoAAAAAAAAGQ0EHAAAAAADAYCjoAAAAAAAAGAwFHQAAAAAAAIOhoAMAAAAAAGAwFHQAAAAAAAAMhoIOAAAAAACAwTjYOgCgoHB1dcmTdtzcSuVJO3h4rqdmKPnyNVuHAQDAA8uLvIWcxfbISQDkBgUd4E/9wjfq7EVuqEVB/IwAJds6CAAAcoG8pXAgJwGQG0y5AgAAAAAAMBgKOgAAAAAAAAZDQQcAAAAAAMBgKOjAEJKSklS3bl1Nnjz5jvstXLhQFy5cyKeoAACALXh5ecnb21v+/v568cUXNXDgQO3atUuSFB0drYULF9o2QAAA8gEFHRhCfHy8GjRooHXr1iktLe2W7WazWRaLRZ9//jkFHQAAioBZs2ZpzZo1+ve//62goCANGDBAP/30k3r06KE+ffrYOrwcZWZm2joEAEAhYriCjsVi0fLly9W7d2/5+flJkn788UetX7/expHhYVq1apUGDRokd3d3bd68WZIUGRmpESNGaNCgQQoICNDcuXN19uxZhYaGKiAgQIcPH7Zx1ACAwop8pGBp3769unfvrvnz5ysyMlJTpkyRJO3atUtBQUEKCAiQj4+P1q5dK0lKTk7WmDFj5OfnJ39/f02cOFGSdOXKFY0ZM0a+vr7y9fVVVFSUJGnnzp0KDAzMds7g4GDt2LFDkhQbG6uuXbsqODhYvXv31tGjRyVJMTEx6tevn0aOHKng4GD973//k6+vb7Z2/P39raOLAAC4H4Z7bfnMmTO1detWvfLKKxo3bpwk6fHHH9f777+vTp062Tg6PAwHDhxQUlKSnnvuOZ07d06rVq2St7e3pKwEKyYmRuXKlZMkrVixQrNmzZK7u7stQ4YBuLmVKtDtwRjo96KLfKTgqV+/vjZv3qyaNWtav5s3b55eeeUVBQYGymKxKDk56wXRERERKlmypOLi4mRnZ6fExERJ0pw5c2Q2mxUfH68rV64oJCREHh4eat26ta5evaoDBw6oVq1aOnTokC5fvqwmTZpo586d2rBhgxYvXixHR0d9++23CgsL09KlSyVlFZXi4uJUuXJlSVLJkiW1Y8cONW3aVDt37pSdnZ0aNWqUz78WCpL8vpdw7yq66PvCx3AFndjYWMXGxqpcuXIaP368JKlixYo6deqUbQPDQ7Ny5UoFBATIZDKpffv2Cg8P15kzZyRJrVq1shZzgPtx7lxynrXl5lYqT9uDMdDvxmVnZ5Krq0uu2iAfKXgsFsst33l6eioqKkq//fabWrRoofr160uSvv76a8XExMjOLmuw+o1cIiEhQWFhYTKZTHJxcZGPj48SEhLUunVrBQQEKDY2VmPGjFFMTIyCgoJkMpm0efNmHThwQF27drXGcfnyZWsMjRo1shZzJKlXr15asmSJmjZtqsWLF6tnz54P7TeBMeTnvYR7V9FF3xvT3XIWwxV0MjMz5ezsLEkymUySsobHlixZ0pZh4SFJS0tTfHy8nJycFBcXJ0lKT09XbGysJFn/WwAAID+RjxQ8e/fuzTY6R5L69OkjLy8vbd26VZMmTVKLFi00bNiw27ZhsVis/XnDjc9BQUHq1q2b3nrrLa1du1bLli2zHtO5c2cNGTIkxzb/mqt4e3vr73//u37++Wdt375dERER932tAABIBlxDp3Xr1nr//fetC+NaLBbNnDlTbdu2tXFkeBg2bdqkatWqacuWLdq8ebM2b96szz77TDExMTnu7+zsbB1ODQDAw0I+UrBs2rRJ0dHRevXVV7N9f+zYMVWuXFndu3dX7969tXfvXklS27ZtNX/+fOuonhtTrpo3b66VK1fKYrEoJSVF69evV7NmzSRJTzzxhKpXr67w8HDVqFFDTz75pKSsN27FxcXpjz/+kJRV7Nu3b99tYy1WrJg6d+6sgQMHys/PTyVKlMjbHwMAUGQYrqAzZswYnT17Vs8++6ySk5PVsGFD/fbbbxoxYoStQ8NDEBMTY11s8oaGDRvKbDbrxx9/vGX/3r17KywsjEWRAQAPFfmI7YWGhlpfW75y5UpFRUWpQYMG2fb54osv5OPjo8DAQC1atEhDhw6VlNV/V65cka+vr/z9/TVnzhxJ0qBBg2SxWOTn56fu3bvL399frVq1srYXHBys5cuXKygoyPpdkyZNNHToUA0cOFD+/v7y9fXVV199dcfYu3btqjNnzqhHjx5582MAAIokkyWnCccGcP78ef3222+qUKGC3NzcbB0OCoF+4Rt19uI1W4eBfBA/I4A1dJBr9Ltx5cUaOjeQj+BBxMXFad26dda3aD0I8pbCIa9zkrvh3lV00ffGVOjW0LmhePHiKl++vMxms3WB3PLly9s4KgAAUJSQj+B+9evXTydPntTHH39s61AAAAZnuILO1q1b9e677+q3337L9jYDk8mk/fv32zAyAABQVJCP4EHNnz/f1iEAAAoJwxV03nnnHQ0aNEidOnVS8eLFbR0OAAAogshHAACArRmuoJOamqrg4GDZ29vbOhQUMvPHtrd1CMgn11MzbB0CAIMjH4GtkbcUDuQkAHLDcIsiR0VFyWKxaMCAATKZTLYOB4XIhQspMptz938HFhsrmuj3ool+N668WBSZfAS2ltu8hb/Diib6veii742p0C2K3L59e/Xr10+ffPKJypYtm23b3V4RCQAAkBfIRwAAgK0ZrqATGhqqxo0by9vbmznrAADAJshHAACArRmuoHP69GmtXr1adnZ2tg4FAAAUUeQjAADA1gyXhbRr107btm2zdRgAAKAIIx8BAAC2ZrgROmlpaRo4cKAaN24sV1fXbNumTp1qo6gAAEBRQj4CAABszXAFnZo1a6pmzZq2DgMAABRh5CMAAMDWDFfQefPNN20dAgAAKOLIRwAAgK0ZrqAjST/88IPWrVunxMREzZ07V3v37lVKSoqaNWtm69AAAEARQT4CAABsyXCLIn/xxRcaP368qlSpoh9//FGSVLx4cc2cOdPGkQEAgKKCfAQAANia4Qo6//znP7VgwQINGDDA+qrQatWq6dixYzaODAAAFBXkIwAAwNYMV9C5cuWKKlSoIEkymUySpIyMDBUrVsyWYQEAgCKEfAQAANia4Qo6TZo0UVRUVLbvPv/8c3l6etooIgAAUNSQjwAAAFszWSwWi62DuB9nz57V66+/rkuXLunMmTOqWLGiXFxcNHfuXLm5udk6PBjYhQspMptz938HN7dSOncuOY8iglHQ70UT/W5cdnYmubq65KoN8hHYWm7zFv4OK5ro96KLvjemu+UshnvL1WOPPaZVq1Zpz549+u2331ShQgXVq1fPOn8dAADgYSMfAQAAtma4go6UNVe9fv36qlu3rvU7s9lMEgUAAPIN+QgAALAlwxV0/ve//2nixIk6ePCgUlNTJUkWi0Umk0n79++3cXQwstwOv7/Bza1UnrSDh+d6aoaSL1+zdRgADIx8BLaWF3kLOcvDQ64BID8YrqAzevRotW3bVhERESpevLitw0Eh0i98o85e5MZbFMTPCBAziAHkBvkIbI28pWAj1wCQHwxX0Pn11181bNgw6ytCAQAA8hv5CAAAsDXDTfJ+8cUX9f3339s6DAAAUISRjwAAAFszxAidkSNHWp+ApaWl6c0339Szzz6rRx99NNt+U6dOtUV4AACgCCAfAQAABYkhCjpPPfVUts81atSwUSR4GLy8vOTo6ChHR0ddu3ZNNWrUUP/+/dWoUSNFR0crNTVVffr0sXWYAIAijnzkVjffw81mswYOHCgfH58c9w0ICNCyZctsuubQxYsXNXDgQF27dk1+fn567bXXsm338PCQu7u7TCaT7OzsNGrUKDVr1ixPzj1z5kzVrFlTnTp1ypP2AAAwREHnzTff1Nq1a+Xr62vrUPCQzJo1S+7u7pKkjRs3asCAAZo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"text/plain": [
"<Figure size 1152x2592 with 12 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, axes = plt.subplots(nrows=n_theme_rows, ncols=N_THEME_COLS,\n",
" sharex=True, sharey=False,\n",
" figsize=(16, n_theme_rows * 6))\n",
"\n",
"theme_ct = df[\"Theme\"].value_counts()\n",
"\n",
"for i, ax in zip(range(0, n_theme, n_themes_per_plot),\n",
" axes.flatten()):\n",
" (theme_ct.iloc[i:i + n_themes_per_plot]\n",
" .plot(kind='barh', ax=ax));\n",
" \n",
" ax.set_xscale('log');\n",
" ax.set_xlabel(\"Number of sets\");\n",
"\n",
" ax.invert_yaxis();\n",
" ax.set_ylabel(\"Theme\");\n",
"\n",
"fig.tight_layout();"
]
},
{
"cell_type": "markdown",
"id": "4d297c72",
"metadata": {},
"source": [
"Unsurprisingly, the Star Wars theme has the most sets historically. That Duplo comes in second is interesting. We filter out Duplo sets, service pack, and bulk brick sets from our analysis."
]
},
{
"cell_type": "code",
"execution_count": 27,
"id": "251f7a3f",
"metadata": {},
"outputs": [],
"source": [
"FILTERS.append(full_df[\"Theme\"] != \"Duplo\")\n",
"FILTERS.append(full_df[\"Theme\"] != \"Service Packs\")\n",
"FILTERS.append(full_df[\"Theme\"] != \"Bulk Bricks\")"
]
},
{
"cell_type": "code",
"execution_count": 28,
"id": "98843d07",
"metadata": {},
"outputs": [],
"source": [
"df = full_df[reduce(np.logical_and, FILTERS)]"
]
},
{
"cell_type": "markdown",
"id": "b8dbf6d1",
"metadata": {},
"source": [
"## Set Price\n",
"\n",
"We now turn to the question that prompted this work, whether or not Darth Vader's Meditation Chamber is overpriced. Our set data spans 1980-2021, and we see that the number of sets released has been increasing fairly steadily over the years."
]
},
{
"cell_type": "code",
"execution_count": 29,
"id": "992ab9b3",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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kyFF3h+ESvpqb8vI+vpqbp+W1cfcRbHaDAYlhnY7L03Jzlrbyig4L5HDxUY4cOYrZbHL4hrdL+vyrq6spKCho/frTTz8lMjKS2NhYUlNTyczMBCAzM5PU1FRiYmLa3CYiIr4hK8dKUICFlF6R7g7FK3V0rH+X3PnX1tZyxx13UFtbi9lsJjIykueeew6TycTixYtZsGABS5cuJSIigoyMjNb92tomIiLezTAMtuWUktovGj+Lpp3piB+O9Q8McLykd0nxj4uL48033zzhtpSUFFasWNHubSIi4t0KS2uwVtZx6cR+7g7Fa/1wrH/POMdLuj5qiYiIW2TlNA/d1hC/juvoWH8VfxERcYttuVZ6xIQQFxXs7lC8VkfH+qv4i4hIl2totLErr5wRA3TX3xkdHeuv4i8iIl1u96FyGpvsjOivVfw6w2w2ERMRqDt/ERHxfFk5pfhZzAzpG+XuULxeXGSw+vxFRMTzbcuxMqRvFIH+FneH4vU6MtZfxV9ERLqUtaKOAmsNI/WUv1O0jPVvstkd3kfFX0REulTLKn7DB6i/3xliI5qf+C87Wu/wPir+IiLSpbJySomJCKRnbIi7Q/EJLcP9VPxFRMQjNdnsZB8oZUT/WEwmk7vD8QktE/2o+IuIiEfKya+ktt7GSI3vd5qo8AAsZlO7ir9blvQVEZHuxTAMKmsaWZddhNlkIrWfir+zWMxmosMDVfxFRMQ9qmobKSqroai0hqLS2v/+u/n/dQ02AIb2jSIkSOXHmeIigyhV8RcRka7y/a5iPlyXR2FpDdV1Ta2vm0zNRSkxOoSBvZJIiAmmR0wIKT0j3Bitb4qLDKawrMbh96v4i4hIp6xZl4e1oo7ThyaQGBNCYnQIiTHBxEUG4++nR8u6QlxkELsPlTv8fhV/ERHpsNr6JvYXHOWSiX254uwUd4fTbcX+d7ifo/SRTEREOmzv4QrshsGQvtHuDqVbi1PxFxGRrrIzrwyL2cTAnpHuDqVbaxnr7ygVfxER6bDdeeX07xlBYIAW6HGnlrH+jlLxFxGRDqlraCK34ChDtSyv21nMZiJCAxx+v4q/iIh0yN5D6u/3JDHhgQ6/V8VfREQ6ZGdeufr7PciIdqySqOIvIiIdsiuvTP39HmTSyCSH36viLyIi7dbS3z+kT5S7Q5EOUPEXEZF2a+nvH6r+fq+k4i8iIu3W2t/fS/393kjFX0RE2m1XXhn9k9Tf761U/EVEpF1a+/s1vt9rqfiLiEi7qL/f+6n4i4hIu6i/3/up+IuISLuov9/7+XXFScrKyrj77rvJy8sjICCAfv36sWTJEmJiYpg6dSoBAQEEBjZPSzh//nwmT54MQG5uLgsWLKC8vJyoqCgyMjJITk7uipBFROQEWvr7Lz6jr7tDkU7okjt/k8nEz3/+cz766CPef/99+vTpw+OPP966/amnnmLVqlWsWrWqtfADLFq0iLlz5/LRRx8xd+5cFi5c2BXhiojISew9rP5+X9AlxT8qKooJEya0fj169Gjy8/Pb3MdqtZKdnU16ejoA6enpZGdnU1pa6tJYRUTk5Hapv98ndEmz/w/Z7XZef/11pk6d2vra/PnzMQyDtLQ05s2bR0REBAUFBSQmJmKxNPcpWSwWEhISKCgoICYmpqvDFhERYKf6+31Clxf/Bx98kJCQEK699loAli9fTlJSEg0NDTz88MMsWbLkmC6BzoqNDXPasTxJfHy4u0NwGV/NTXl5H1/NraN51dY3sb/gKFecO9BjvzeeGldnOTuvLi3+GRkZHDhwgOeeew6zubnHISmpeRWigIAA5s6dyy233NL6elFRETabDYvFgs1mo7i4uPX9jrJaq7DbDecm4mbx8eEcOXLU3WG4hK/mpry8j6/m1pm8snKt2OwGfeJCPPJ7092vmdlscviG16E+/2+//ZaDBw8CUFxczD333MNvf/tbjhw54tBJAJ588kmysrJ49tlnCQgIAKCmpoajR5sTMgyD1atXk5qaCkBsbCypqalkZmYCkJmZSWpqqpr8RUTcRP39vsOh4v+73/2ute89IyODpqYmTCYTDzzwgEMn2bNnD8899xzFxcXMmTOHGTNm8Ktf/Qqr1cp1113H9OnTSU9PJzc3l0WLFrXut3jxYl599VUuvPBCXn31VX73u991IEUREXGGnXllJCeFExTQ5T3G4mQOXcGioiJ69uxJU1MTX375JZ9++in+/v7HDMtry6BBg9i1a9cJt61cufKk+6WkpLBixQqHziEiIq5T19Dc33/RBI3v9wUOFf+wsDBKSkrYs2cPKSkphIaG0tDQQFNTk6vjExERD7D3cAU2u6HFfHyEQ8X/2muv5corr6SxsZF7770XgI0bNzJgwACXBiciIp5B/f2+xaHi/8tf/pLzzz8fi8VC377NTT6JiYk8/PDDLg1OREQ8g/r7fYtDD/zdcsst9O/fv7XwA/Tv35+nnnrKZYGJiIhnaOnv15S+vsOh4r9u3boTvr5+/XqnBiMiIp5H/f2+p832mz//+c8ANDY2tv67xcGDB+nZs6frIhMREY+g/n7f02bxLywsBJon4Gn5d4ukpCRuu+0210UmIiIeQf39vqfNK/nII48AMGbMGGbNmtUlAYmIiOeob7BpfL8Pcuhj3KxZs9i3bx8ffvghVquVhQsXkpOTQ0NDA0OHDnV1jCIi4iat/f19otwdijiRQw/8rVmzhmuuuYaioqLWGfmqq6t59NFHXRmbiIi42c68MswmEwN7q7/flzh05//UU0+xbNkyUlNTWbNmDQBDhw5l586dLg1ORETca1deOf3V3+9zHLrzLy0tbW3eN5lMrf9v+beIiPie+gYbuQWVDNH4fp/jUPEfPnw4q1atOua1Dz74gFGjRrkkKBERcb+W/v6hGt/vcxxqx7nvvvu46aabeOutt6ipqeGmm24iNzeXl156ydXxiYiIm6i/33c5VPxTUlJYs2YNa9euZcqUKSQlJTFlyhRCQ0NdHZ+IiLiJ+vt9l8NXNDg4mEsuuQRont2vvLxcxV9ExEe19PdfOF7j+32RQ33+8+bNY+PGjQC8/fbbXHrppVx66aWsWLHCpcGJiIh7qL/ftzlU/L/55htGjBgBwMsvv8yyZctYsWIFL7zwgkuDExGRrme3G3y68RAWs4kUzefvkxxq9m9sbCQgIICioiLKy8tJS0sDoKSkxKXBiYhI1zIMg+Wf7GbTnhJmnTuQ4ED19/sih65qamoqf/3rXzl8+DBTpkwBoKioiLCwMFfGJiIiXWzVl7ms3XiYiyf01Xz+PsyhZv+HH36Y3bt3U19fz5133gnApk2bmD59uitjExGRLvTv7w/x3lf7OWtkEldOSXF3OOJCDt359+3blz/+8Y/HvHbRRRdx0UUXuSQoERFHlFfVU13bSK94tUJ21vodRbz2r92MHhjHDRcP0QyuPs6hO38REU/TZLPzxzc2k/HaJppsdneH49Wycq288H42g3pH8v9mDMdiVmnwdbrCIuKVMr/ez+Ej1VTVNpKVU+rucLxWTn4lz76TRc+4UG6/chQB/hZ3hyRdQMVfRLzOweIqPvjmAKcPTSAs2J9vswvdHZJXyi+p5k8rthAR6s+8WacREuTv7pCki5y0+M+aNav1388880yXBCMicio2u52XVu8gJMiPay8YzOlDE9i8p4S6hiZ3h+ZVSivreOLNzZjNJn4zezSRYYHuDkm60EmL//79+6mvrwfQAj4i4jE+Xn+QA4VHueb8wYSHBDBhWCINTXY27dG8I46qqm3kj29spra+iXmzTiMhOsTdIUkXO+nT/tOmTePCCy+kV69e1NfXc80115zwfcuXL3dZcCIiP1RgrebdL3IZMyiO04cmADCwdySxEUF8u72IicN7uDlCz1db38SfVmzhSHkdv5l9Gn0Tw90dkrjBSYv/I488woYNGzh8+DDbtm3jyiuv7Mq4RESOYTcMXl6zkwA/M9dd+L+haGaTiQnDEvlwXR6VNQ1EhAS4OVLP1WSz8+jfvyO3oJJfzRzJkL7R7g5J3KTNcf7jxo1j3LhxNDY2MnPmzK6KSUTkOGs3HmbPoQp+dkkqUT/qnz5jWCKrvz3Ahp3FTB3b200RerbKmgaeW5nFzrxybrx4KGMHx7s7JHEjhyb5ufLKK/n2229ZtWoVxcXFJCQkcNlllzFx4kSHTlJWVsbdd99NXl4eAQEB9OvXjyVLlhATE0Nubi4LFiygvLycqKgoMjIySE5OBmhzm4h0HyXltbz1n32M6B/DpJHHN+33TgijV3wo32YXqfifwP7CSp55ZxtHaxq56+qxjOwX5e6QxM0cGuq3YsUK7rrrLuLj4zn//PNJSEhg/vz5vPnmmw6dxGQy8fOf/5yPPvqI999/nz59+vD4448DsGjRIubOnctHH33E3LlzWbhwYet+bW0Tke7BMAxe/nAnmOCGi4aedOa5M4YlsvdQBSXltV0coWf7OquAR15tXpL9t9eOZeq4Pm6OSDyBQ8X/xRdfZNmyZcybN485c+Zw11138be//Y0XX3zRoZNERUUxYcKE1q9Hjx5Nfn4+VquV7Oxs0tPTAUhPTyc7O5vS0tI2t4lI9/Hl1gKy95cxa0oKsZFBJ33f+NREANbtKOqq0DyazW7n9U/28GLmDgYkRbDwhtNJ7hHh7rDEQzjU7F9eXk5KyrGLPAwYMICKiop2n9But/P6668zdepUCgoKSExMxGJpnlHKYrGQkJBAQUEBhmGcdFtMTEy7zysi3qfsaD3//HQvg/tEcc6YXm2+Nz4qmIG9IlmXXcSlE5O7JkAP9cP+/fPSejNr6kD8LJrTTf7HoeI/duxYHn30UebPn09wcDA1NTU88cQTjBkzpt0nfPDBBwkJCeHaa68lOzu73fu3V2ysby74ER/vu8NzfDU35dU+hmHw3HvZ2Gx2fnNNGokOLN5z3vi+PPfuNqqbDJKTOn+X643XbO+hcn7/j+8pP1rPXVePYeq445fl9ca8HOWruTk7L4eK/+9+9zvmzZvHuHHjiIyMpKKigjFjxhy30t+pZGRkcODAAZ577jnMZjNJSUkUFRVhs9mwWCzYbDaKi4tJSkrCMIyTbmsPq7UKu91o1z6eLj4+nCNHjro7DJfw1dyUV/t9m13I+uxCZp07EH8Mh84ztE8kZpOJNV/mdHpJWm+8Zt9sL+TlNTsJC/ZnwTVj6Z8UcVwO3piXo3w1N0fzMptNDt/wOlT8ExISePXVVyksLGx92r9Hj/ZNpvHkk0+SlZXF888/T0BA8zjc2NhYUlNTyczMZMaMGWRmZpKamtrarN/WNhHxXZU1Dbz2rz30T4rggtMdf0AtIiSA4f1jWJddxBXnDMDcTZaltdntrFi7j4+/O8jgPlHcevkIIkI134GcnEPFv0WPHj3aXfQB9uzZw3PPPUdycjJz5swBoHfv3jz77LMsXryYBQsWsHTpUiIiIsjIyGjdr61tIuK7XvvXbmrrm/jZJUMxm9tXwM8YlsgLmdnsO1zBoN5RrgnQg1TXNbL03Sx2HChjWlpvZqt/XxzQruLfUYMGDWLXrl0n3JaSksKKFSvavU1EfNPmvSWs31HM5ZP708uBfv4fGz0ojgA/M99mF/l88a+pa+KJNzZzsLiKmy5NZdLI9nWLSvelj4ci4lE+Xp9HXGQQl5zRr0P7Bwf6MXpQHN/tKKbJZndydJ6jtr6JJ9/cTF5RFbfOHKnCL+1yyuJvt9v55ptvaGho6Ip4RKQbK6moZWdeOZNGJnWq6XrCsESqahvJ3l/mxOg8R11DE0+u2ML+wqPccvkIRg+Mc3dI4mVO+dtlNpu59dZbWx/SExFxlW+yCgE4c0TnVucbOSCW0CA/1mUXOiMsj1LfYONPK7aSc7iSmy8brjn6pUMc+mh9+umns3nzZheHIiLdmWEYfJ1VyOA+UcRHBXfqWH4WM+OGJrBxdwn1jTYnReh+9Y02nnp7K3sOlfOL6cMY999ljUXay6EH/nr27MkvfvELpk2bRo8ePY6ZW/uOO+5wWXAi0n3sO1xJUVktl0zsWF//j50xLJHPNuezeU8JE4YlOuWY7tTYZOOZt7ey80AZP08f5hM5ifs4VPzr6+s577zzACgq0rzZIuJ8X2UVEOBvZtwQ59zNDuoTRXR4IOuyi7y+UDY22XnmnSy27y/jp5cMZWInu0VEHCr+jzzyiKvjEJFurKHRxvodxaQNjic40DkjkM0mExNSE/nXhoNU1TYSFuzvlON2tSabnb+szGJbjpUbLhrC5FE93R2S+ACHH6fdt28fzz77LEuWLAEgJyeHnTt3uiwwEek+Nu8toba+iTOdPFxtwrBEbHaDDbuKnXrcrtJks/Pcqu1s3lvCtRcM5pzRbS9uJOIoh4r/mjVruOaaaygqKmLlypUAVFdX8+ijj7oyNhHpJr7aVkh0eCCpfaOdety+iWEkxYawbrv3dVfa7Haefz+bjbuPcPV5g5g6tre7QxIf4lDxf+qpp1i2bBlLlixpXWJ36NChuvMXkU4rr6onK9fKmSN6tHsq31MxmUxMGJbI7oPllFbWOfXYrmQ3DF7M3MGGncXMOncg549zfH0DEUc4VPxLS0sZOnQoQOuT/iaT6Zin/kVEOuLb7UUYRufH9p/MGcMSMYD1O7yn6X/T7hLWZRcxc3J/Lppw/JK8Ip3lUPEfPnw4q1atOua1Dz74gFGjRrkkKBHpHgzD4KusAgb0jCApNtQl50iIDmFAzwi+9aIJfz7deIiYiECnDXsU+TGHHqu97777uOmmm3jrrbeoqanhpptuIjc3l5deesnV8YmID8srquLwkWquu2CwS88zYVgir3+yh/ySanrGueZDhrMUWKvZcaCMK84egMWs5VfENRwq/ikpKaxZs4a1a9cyZcoUkpKSmDJlCqGhnv1LJCKe7attBfhZTJye6tpx+OOHJvDPf+/hq6wCrpoy0KXn6qy1Gw9jMZuYfJqG9InrODygNjg4mLS0NHr37k1iYqIKv4h0SpPNzrfZRYweGOfyMfiRYYGMHhjHmm/zqKlr4qopAwkJ6pIVzdulvsHGV1kFnD40gchQraciruPQT39+fj7z589ny5YtREREUFlZyahRo3j88cfp1UvjTkWk/bbts1JV2+j0sf0nc/Nlw1n1ZS4frs9j677mCXNGpXjWanjfZBdSW2/j3LH6uyqu5VCH0j333MPw4cP57rvv+Oabb1i/fj0jR45kwYIFro5PRHzUV1mFRIT4M6J/TJecL8DfwlXnDuT+68cREujHn1Zs5YX3s6mqbeyS85+KYRh8+v1h+iSEMbBXpLvDER/nUPHfvn07d999NyEhIQCEhoYyf/58srKyXBqciPimqtpGtuwt4YzhPfCzdO1Dbf2TIlh44+lcNimZ9TuKuP/FdWzY6f5hgHsPV3DoSBXnju2lYdTicg791o0ePZqtW7ce81pWVhZjxoxxSVAi4tvWZRdhsxsuG9t/Kv5+Zi6fPIAHbhhHdFggS1dmsfTdbVRUN7glHmh+0C840I+Jw7Roj7jeSfv8//znP7f+u0+fPvzyl79kypQp9OjRg8LCQj777DPS09O7JEgR8S1fbSugT0IYfRPD3RpH38Rw7r8hjQ/X5bHqy1x2HChj7vmDOaOLVwGsqG7gu53FnDu2F4EBli49t3RPJy3+hYXHTohxwQUXAM2z/QUEBHD++edTX1/v2uhExOccLqlmf+FR5kz1jCF3FrOZSycmM2ZQPMvW7OCF97NZl13EvGvSuiyGL7bkY7MbnDtGD/pJ1zhp8dcyviLiCl9vK2hebne4ZzVv94wL5bfXpPHJ94d457N93Lv0KxZcM9blwxBtdjv/2XyYYcnRLpvlUOTHHB7oWltby4EDB6ipqTnm9bFjxzo9KBHxTXa7wTfbCxk5IMYjx7GbzSYuOL0P/ZPC+cPrm3nm7a38Zs4Y/P1c91Di1r1WSivruXqaa2c5FPkhh4r/ypUrWbJkCf7+/gQFBbW+bjKZ+M9//uOq2ETEx2TvL6W8qoG553XN2P6OGtQ7ijvnjOHx5d/z8pod/Dx9mMuewP904yGiwwMZPSjWJccXORGHiv8f/vAHnn76aSZNmuTqeETEh32VVUhokB+nDfSsyXVO5Jyxvdl3sIx3P88hITqEGWf1d/o5Cktr2L6/jJmT+2sef+lSDhV/f39/xo8f7+pYRMSH1dQ1sXH3Ec4ameTSZnRnSp/Yj+LSGlZ9mUtCVDATnTw0sWUe/7M1j790MYd+A++44w4effRRSktLXR2PiPioDbuKaWyyc+ZIz3rQry0mk4kbLh7K0L5RvLR6B7vyypx27PoGG19uKyBtSDyRYYFOO66IIxwq/snJyXz66adMmjSJ1NRUUlNTGTp0KKmpqa6OT0R8xFfbCugRE8KApAh3h9IufhYzv7piJPFRwTzzzjYKS2tOvZMD1u0oora+ialjezvleCLt4VCz/913382MGTO45JJLjnngT0TEEcVlNew5VMFPzhnglVPXhgb5c+es03j4lQ38acUW7rsujfCQjo9WaJ7H/xC940MZ1Fvz+EvXc+jOv7y8nDvuuIPBgwfTt2/fY/4TEWnL0ZoG/rJyO34WExM9bGx/eyREBXPbT0ZRWlnPM+9so7HJ3uFj7cuvJK+4iqlje3vlhyHxfg4V/yuuuIJVq1a5OhYRcYEmm51lq3ewLcfa5ecuO1pPxmubyLdW8+srRhIT4d0thwN7RfLz9FT2HKpg2eodGIbRoeN8uvEQwYEWzhjetdMIi7RwqNl/69atLF++nL/85S/ExR07RGf58uWn3D8jI4OPPvqIw4cP8/777zN4cPNkFlOnTiUgIIDAwOaHXebPn8/kyZMByM3NZcGCBZSXlxMVFUVGRgbJycntyU1EgF0Hy/liawHfbC/ktp+MYuSArhlPXlJeyx/+uYnKmkbuuuo0hvaL7pLzutr41ESOlNfy9mc5JEQHc/nkAe3av7K6gQ07izlndC+CAhyeZ03EqRz6yZs1axazZs3q8EmmTZvG9ddfzzXXXHPctqeeeqr1w8APLVq0iLlz5zJjxgxWrVrFwoULeeWVVzocg0h3tWVvCX4WMz1jQ3j67W3cceUohvePcek5C6zVPP7PzTQ02vi/OWMY0NO7HvI7lUvO6EdRWS3vfbWf+KhgJo10fNKiL7bm02QzmDpW8/iL+zhU/GfOnNmpk4wbN65d77darWRnZ7Ns2TIA0tPTefDBByktLSUmxrV/tER8iWEYbNlbwrDkaH6ePozHXtvEU29v5c6rTiPVRXfieUVH+eMbmzGZTNwzdyy9E8Jcch53MplMXH/hEKwVdby8ZifWyjoG9Y4iuUc4wYEn/7Nqtxv8Z9NhUvtpHn9xL4eK/1tvvXXSbVdeeWWnApg/fz6GYZCWlsa8efOIiIigoKCAxMRELJbmpS0tFgsJCQkUFBSo+Iu0Q4G1hiPldVw0oR9hwf7Mv3o0f3htE39+awt3XXUaQ/o69wPA3sMVPPnmFoIDLcyfM4YeMSFOPb4n8bOY+dXMEfz5ra2s/CIXAJMJesWFkdIrggE9I0jpGUmP2BDM/32ob8u+EqyV9cyZNsidoYs4Vvx//LBfSUkJBw8eZMyYMZ0q/suXLycpKYmGhgYefvhhlixZwuOPP97h451IbKzv3XUAxMe7dx10V/LV3NyR1xdZzUtzn3t6P+Kjg4kHHvn1Wdy79Cv+/NZWlvzyTFI72QXQkteW3Ud44o3NREcE8dD/O5OEaO8v/I5csyfumsLRmgZ255Wx60AZu/LK2LDrCJ9tzgcgNMiPQX2jGdIvms27jxAbGcT5E/tjsbhvlkNf/R0D383N2Xk5VPz/8Y9/HPfaW2+9xb59+zp18qSk5n6ygIAA5s6dyy233NL6elFRETabDYvFgs1mo7i4uPX97WG1VmG3d+yJXE8VHx/OkSNH3R2GS/hqbu7K66vNh+mTEAZNTcecf96s08hYvpGFz3/Nb+aMJqVnx8aat+S1eU8JS1dmkRgTzPzZozE12bz+Orb3mvWNDaFvbAjnj+2F3TAoKq0hJ7+SffmV5Byu4M09RzAMmHn2AEpLq10Yedt89XcMfDc3R/Mym00O3/B2+KPnFVdcwdtvv93R3ampqeHo0eZkDMNg9erVrTMGxsbGkpqaSmZmJgCZmZmkpqaqyV+kHapqG9lzuOKEi+hEhQXyf1ePITzEnyfe2EJuQWWHz/NtdiHPvLONPgmh3DN3rKaqBcwmE0mxoUwamcT1Fw5h8c/G8+xdZ/PADeO4eILmRxH3c6j42+32Y/6rrq7mjTfeIDzcsWaIhx56iLPPPpvCwkJ++tOfcumll2K1WrnuuuuYPn066enp5ObmsmjRotZ9Fi9ezKuvvsqFF17Iq6++yu9+97uOZSjSTW3LsWIYcNrAEw/ti4kI4u6rxxIa5McTb2zmQGH775g++vYAL7yXzcDekcyfM4awYP/Ohu2zggL86J8UgZ8bm/tFWpgMB2apGDp06HGzUCUmJvLggw+2jsv3VGr29y6+mps78npuVRY7D5TxxG1ntT5wdiIl5bU8+tpG6hts3D13bHM3wQk0NtnJKzra3IydX0FOfiUlFXWMHBDLrTNHEOhvcVUqbqGfRe/jq7m5otnfoT7/f//738d8HRwcrCZ4EQ/WZLOzLaeUtMHxbRZ+gLioYO6+egwZr23iD69v4p65Y+gZF4q1oo59+ZXs+2+hzys6SpOt+YN0TEQgA3pGcsW5gxg3KFZ3syJexqHi36uXJqMQ8SZ7D1VQW990wv7+E0mIDuH/rh5DxmsbeXT5RiwWM5XVDQAE+JlJ7hHOeeP6kNIzggE9I4kOb+7X99U7LRFf12bxv+6669pcdMJkMvH3v//d6UGJSOds2VeCn8XEsGTHx/H3iAnh7qvH8Pq/9xAREtBa6HvFh+rOXsTHtFn8L7vsshO+XlRUxD/+8Q/q6upcEpSIdM7mvVaG9I1uc7a5E0mKDWXerNGuCUpEPEabfxmuuuqqY74uKyvj+eef58033+SSSy7hV7/6lUuDE5H2Kyytoai0hvPSers7FBHxUA7dFlRVVfHiiy+yfPlypkyZwrvvvkvfvhqrKuKJtuwtAeC0lK5ZvU9EvE+bxb+uro6///3vvPTSS0yYMIHXXnuNQYM0J7WIJ9uyt4Re8aHERQW7OxQR8VBtFv9p06Zhs9n4+c9/zogRIygpKaGkpOSY90ycONGlAYqI42rqGtlzqIILx6tlTkROrs3iHxjYPJzn9ddfP+F2k8l03BwAIuI+Wbml2OwGox0c4ici3VObxf/TTz/tqjhExAk27y0hLNifAT0j3B2KiHgwDd4V8RE2u51t+6yMHBCL2dz2rH4i0r2p+Iv4iH2HK6mua2L0IDX5i0jbVPxFfMSWvSVYzCaGJ2vdDRFpm4q/iI/Yss/K4D5RhAS1b1Y/Eel+VPxFfEBxeS35JdUOL+QjIt2bir+ID2iZ1W/0QM3qJyKnpuIv4gO27C0hKTaEhOgQd4ciIl5AxV/Ey9XWN7Err5zTUtTkLyKOUfEX8XLb/zur32lq8hcRB6n4i3i5LXtLCA3yY2DvSHeHIiJeQsVfxIvZ7QZbc5pn9bOY9essIo7RXwsRL5ZTUMnRmkZGqclfRNpBxV/Ei23ZW4LZZGLkABV/EXGcir+IF9uyt4RBvSMJDfJ3dygi4kVU/EW8VElFLYeOaFY/EWk/FX8RL7V1nxVAQ/xEpN1U/EW81Oa9JSREB9MjRrP6iUj7qPiLeKGSilp27C9j9MA4TCaTu8MRES+j4i/ihVZ9mYvJZOKC0/u4OxQR8UIq/iJe5nBJNV9nFTJ1bC9iIoLcHY6IeCEVfxEv8+7nOQT6W7h0Yj93hyIiXqpLin9GRgZTp05lyJAh7N69u/X13NxcZs+ezYUXXsjs2bPZv3+/Q9tEuquc/Eo27j7CheP7Eh4S4O5wRMRLdUnxnzZtGsuXL6dXr17HvL5o0SLmzp3LRx99xNy5c1m4cKFD20S6q7c/20dYsL/6+kWkU7qk+I8bN46kpKRjXrNarWRnZ5Oeng5Aeno62dnZlJaWtrlNpLvavr+UHQfKSD8zmeBAP3eHIyJezG1/QQoKCkhMTMRisQBgsVhISEigoKAAwzBOui0mJsZdIYu4jWEYvPPZPmIiAjl3TE93hyMiXs7nbx9iY8PcHYJLxMeHuzsEl/HV3DqT19db88ktOMrts0bTMynKeUE5ga9eL/Dd3Hw1L/Dd3Jydl9uKf1JSEkVFRdhsNiwWCzabjeLiYpKSkjAM46Tb2stqrcJuN1yQgfvEx4dz5MhRd4fhEr6aW2fystsNXs7cTlJsCCOTozzq++Or1wt8NzdfzQt8NzdH8zKbTQ7f8LptqF9sbCypqalkZmYCkJmZSWpqKjExMW1uE+luvs4qpMBaw8zJA7CYNTpXRDqvS+78H3roIT7++GNKSkr46U9/SlRUFB988AGLFy9mwYIFLF26lIiICDIyMlr3aWubSHfR2GRn1Zc5JPcIJ21IvLvDEREfYTIMw7faxH9Ezf7exVdz62he//ruIK//ew+/mT2a4f09r+XLV68X+G5uvpoX+G5uPtXsLyJtq61vIvOb/QztG8Ww5Gh3hyMiPkTFX8RD/WvDQY7WNPKTKSlauU9EnErFX8QDHa1p4KP1eYwZFEdKz0h3hyMiPkbFX8QDrf72AHX1Nq44e4C7QxERH6TiL+JhSivr+Pf3h5k4oge94n1zkioRcS8VfxEP895X+zEMg8vP6u/uUETER6n4i3iQwtIavtxawJQxvYiLCnZ3OCLio1T8RTyEYRisWLsXfz8z6WcmuzscEfFhKv4iHuLtz3LYtKeEyyYlExka4O5wRMSHqfiLeICP1uex+tsDTBnTi4sm9HV3OCLi41T8Rdzsq20FvPHpXsYNiefa8wdrQh8RcTkVfxE32rK3hGWrd5LaL5pfTB+O2azCLyKup+Iv4iZ7DpXzl5VZ9EkM49dXjMTfT7+OItI19NdGxA0OFVfx5xVbiY4I4q5ZpxEc2CWra4uIACr+Il2upLyWP765mQB/M7+ZfRoRIXqyX0S6loq/SBeqrG7gj29spqnJzm9mjyYuUhP5iEjXU/EX6SK19U08+eYWyo7Wc8eVp2nefhFxGxV/kS7Q0GjjmXe2cehIFbfOHMHA3lqmV0TcR8VfxMXsdoM/vvY9Ow6U8bNLUhmVEufukESkm1PxF3GxNz7dy9dbC5gzbRATR/RwdzgiIir+Iq6080AZ/9pwkPSz+nPB6X3cHY6ICKDiL+Iy9Q02lq3ZQUJ0MDdcOszd4YiItFLxF3GRd7/I4Uh5HT+9eChBAZrER0Q8h4q/iAvsO1zBv747yLljejGkb7S7wxEROYaKv4iTNTbZeWn1DqIjArlySoq7wxEROY6Kv4iTvf91LgXWGm64aKjm7BcRj6TiL+JEBwqPsvqbPCaN6MHIAbHuDkdE5IRU/EWcpMlmZ9nqHYSH+DN72iB3hyMiclIq/iL/VdfQxMHiqg7v/+G6PPKKq7j2giGEBfs7MTIREedSh6QIUFPXyB/+uZkDhUc5a2QSs6cNJDTI8QJ+uKSa977KZdzQBNKGxLswUhGRzvOI4j916lQCAgIIDAwEYP78+UyePJnc3FwWLFhAeXk5UVFRZGRkkJyc7N5gxefU1jfxxJtbOFRcxaQRPfg6q5BtuVauv2AIYwafupDb7QYvr95BUIAf15w/uAsiFhHpHI8o/gBPPfUUgwcf+4dz0aJFzJ07lxkzZrBq1SoWLlzIK6+84qYIxRe1LLN7oPAot84cwZhB8Uwb15uXPtjJ0+9sY3xqAnPPH0xESMBJj/HJhoPsy6/kF9OHERl68veJiHgKj+3zt1qtZGdnk56eDkB6ejrZ2dmUlpa6OTLxFfUNNv68Ygs5+ZXcfNlwxgxqvstP7hHBwhvHcfnk/ny/6wj3v7COddlFGIZx3DGKy2p45/McTkuJ5YxhiV2dgohIh3jMnf/8+fMxDIO0tDTmzZtHQUEBiYmJWCwWACwWCwkJCRQUFBATE+PmaMXb1Tfa+PNbW9hzuIKbLxvOuKEJx2z3s5i5bFJ/xg6OZ9nqHfz1ve2s31HEtRcMITq8uXvKbhi8vGYnFouJ6y8aislkckcqIiLt5hHFf/ny5SQlJdHQ0MDDDz/MkiVLuPHGG51y7NjYMKccx9PEx4e7OwSXcXVu9Y02HvrbOnYdLGfe1WOZknby1fbi48MZNSSRVZ/nsPzDHSx8aT0/v2wE007vw4ffHmBnXjm/vmo0gwfEnfK8vnrNfDUv8N3cfDUv8N3cnJ2XyThRW6Yb7dq1i1tuuYUVK1Zw4YUXsm7dOiwWCzabjQkTJvDxxx+3687faq3CbveoFDstPj6cI0eOujsMl3B1bo1NNp5+Zxvbc0r52aWpTBqZ5PC+haU1LFu9gz2HKhieHM2+/Er6J0Uwf87oU971++o189W8wHdz89W8wHdzczQvs9nk8A2v2/v8a2pqOHq0OSnDMFi9ejWpqanExsaSmppKZmYmAJmZmaSmpqrJXzqsyWbn2XezyMop5YaLh7ar8AP0iAnhnmvGcs35g9l7uBK7YXDjxWruFxHv4/Zmf6vVym233YbNZsNut5OSksKiRYsAWLx4MQsWLGDp0qVERESQkZHh5mjFWzXZ7PxlZRZb91m57sIhnH1azw4dx2wyMS2tN2MHx1NT30R8VLCTIxURcT23F/8+ffqwcuXKE25LSUlhxYoVXRuQ+Byb3c7z721n054Srjl/MOeO6dXpY0aHB7Y++Cci4m3c3uwv4ko2u50X3s9mw64jzJk6kGlpvd0dkoiI27n9zl/EVfJLqlm2egf78iu5akoKF4zv6+6QREQ8goq/+Jwmm50P1+Xx3le5BPpb+MX0YUwc3sPdYYmIeAwVf/EpeUVHeWn1DvKKqhg3NIFrzh+sKXdFRH5ExV98QmOTncyv97P62wOEBvtz6+Ujjpu1T0REmqn4i9fbl1/BstU7yS+p5swRPZgzbRBhwY4vxysi0t2o+IvXqm+0seqLXD76Lo+osEDuvGoUo1JOPc2uiEh3p+IvLlNZ08Dz721nYK9ILj6jH4H+Fqcde1deGcvW7KS4rJYpo3ty1bkDCQ7Uj7OIiCP019KHVVY3YDcMosK6fjKaJpudv7ybxZ5DFWTvL+OrbQVcde5ATh+a0KnpcA+XVLPqy1w27CwmPiqI/7t6DKn9op0YuYiI71Px91Hbc0t5blUWJpOJu68eQ++Erl3d8I1/72XXwXJ+kT6MmIhAXvtkD8+t2s7ajYe5+rxB9E1s3wpVhaU1vPdlLuuyiwgIsJB+ZjKXntGPwADntSaIiHQXKv4+xjAMPlyfx1v/2UfPuFCqaxv5wz83cffcsfSKC+2SGL7Yks+/Nx7igtP7MHFE8/j6RTeezmdb8nn38xx+9/J3TBndi8sn9yc8pO1heMXltbz/ZS5fby/E38/MRWf05aLxfU+5n4iInJyKvw+pb7CxbM0O1u8oZtzQBG66JJWyqnoylm/kD69v4p65Y0iKde0HgH2HK/jHx7sYlhzNVeemtL5uNps4d0wvxqcmsPKLXNZuPMz6HUVcPnkAU8b0xGI+dqbpkopaMr/ez1fbCjGbTZw/rg8Xn9FPY/ZFRJzAZBiGby12/yNWaxV2u2+leKK1nY+U1/L029s4fKSKn0xJ4eIJfVv71vNLqnnstY2YzSbuuWYsidEhLomr7Gg9S/7+Hf4WMwtvPL3N4XaHjlTx+id72HGgjF7xocydNojU5BjMAX78/f3tfL4lH5MJzjmtF5dM7Of1i+h093XGvZGv5uareYHv5uZoXmazidhYx7p4Vfy90I9/ELbvL+W5lVkYBvy/GcMZMSD2uH0OHanisdc24e9n5p5rxpLg5KVoG5vsPPbaRg4dqea+69IcesbAMAw27i7hjU/3UFJRx6DekewvPIrdbjD5tJ6kT+xHTESQU+N0l+7+R8kb+WpuvpoX+G5urij+Pr+q3868cneH4DKGYfDhujyeeGMzUeGBPHDjuBMWfoDe8WHMnzOahkYbf3htIyXltU6N4x8f72JffiU3XZrq8MOFJpOJtCHxPPyLCcw8ewAlFXVMGdubR355BtdfOMRnCr+IiKfx+eK/7INsMr/ej681cNQ32nj+/WzeXLuXtMHx3Hdd2imb8/smhjN/zhhq62089vomSivrnBLLpxsP8+XWAtLPTO7QlLr+fhamn5nMH381idtnjyHOya0SIiJyLJ8v/qMHxfPO5zksfTeL2vomd4fjFIXWan7/j+9Zn13ET84ZwC2XjyAowLFnN/v1COc3c0ZTXdfIY69touxofadi2XmgjNc/2cNpKbFcPrl/p44lIiJdw+eL/5xpA5k9dSAb9xzh4X98T1FZjbtD6rC6hia+3FrAvD99hrWijjuuOo1LJya3e9Kc/kkRzJs1msqaBh57fRPlVR37AFBSUcvSlVkkRAfzi+nDMXdi8h4REek6Pl/8TSYTF47vy29mj6ayuoEHX97A1n1Wd4flMLvdICvXygvvb+fOp7/kpdU7iIsK5oEbxzEq5cT9+45I6RXJXbNOo/xoPX94fRMV1Q3t2r++0cYz72zDZrdz209GEhKkUaMiIt6i2/zFHpYcw8IbxvH0O9v484otzDx7AJdO7NepqWZd6WBxFd9kFfJtdiHlVQ2EBPoxcXgPJg7vwZljelNSUtXpcwzqHcWdV43iyTe38Pg/N3HLjBFEhQUSHGhp8/tiGAbLVu/gYFEVt185yuVzB4iIiHN1m+IPEBcVzL3XpfHymp2883kOB4qOctOlqQ73l7ta2dF61mUX8XVWIYeOVGExmxg5IJYzR/TgtIGx+Ps1T2XrzA8sQ/pGc8eVo/jTW1u5/8V1AFjMJkKD/AgN9ic02J+wIH9Cg/0IC/YnNMif0qP1rN9RzBVnD+C0gVpFT0TE23hG1etCgf4Wfjl9GP0Sw1nxn70UWmv49U9GumziG0fsL6zk7c9yyN5fimHAgJ4RXHP+YManJnTJNLapyTEsuvF09uVXUF3bRHVdI1W1jVTXNv+/pKKOA0XNXzc02QGYMCyRSyf2c3lsIiLifN2u+EPznfNFE/rSJyGM51Zl8eDLG7jp0lTGDI7v8lh25ZXxp7e2EhRg4dKJyZw5ogc9Yrr+g0jPuFB6OjD3f0Ojjdr6JiJCAzy2y0RERNrm8w/8tWV4/xgW3ng68VHBPP3ONpZ/vJvGJluXnX/rvhKeeHMLsRFBLLzhdK44e4BbCn97BPhbiAwLVOEXEfFi3br4A8T/9zmAC07vw783HuLBv28gv6Ta5ef9bmcxT7+9jZ6xodwzd4zXz10vIiLeo9sXfwB/PzNzpg3izqtGUVHdwJKXv+PzLfkumxXwi635PLcqi/49I/i/q8doeVoREelSKv4/MColjt/9bDwpvSJ5ec1O/rJqOzV1jU49xycbDrJs9U6GJcfwm1mjNT5eRES6nIr/j0SFBfKbOaO5ckoKm3YfYdFL37H3UIVTjp359X5e+2QPYwfHc/tPRhEYYHHKcUVERNpDxf8EzCYTl5zRjwXXjMVkgkeXb+T9r/d3eGlgwzBY8Z+9vPN5DhOHJ3LL5cPx99O3XkRE3EMVqA0pvSJZ/NPxjBsaz7uf5/D4P9u/EI7dMHj1X7tZ820eU8b04qb0YVjM+raLiIj7qMP5FEKC/Lj5suEM7x/D8n/t5v4X1zGgZwSJ0cEkRoeQGBNCYkwwcZFBxxV1m93OSx/s5JvthVw0oS9XTUnREDkREXE7jy/+ubm5LFiwgPLycqKiosjIyCA5OblLYzCZTEwe1ZOBvSLJ/Ho/+dYacvIrqK3/35wAFrOJuMig5g8D0c0fCLbnlrJpTwkzzx5AugevIyAiIt2Lxxf/RYsWMXfuXGbMmMGqVatYuHAhr7zyiltiSYoN5RfThwPN/fiVNY0UldZQVFZDcVktRaU1FJbWsjOvjIbG5mlwr542iPNP7+OWeEVERE7Eo4u/1WolOzubZcuWAZCens6DDz5IaWkpMTExbo3NZDIRGRpAZGgAg/tEHbPNMAzKqxqw2ezERQW7J0AREZGT8OgnzwoKCkhMTMRiaR4SZ7FYSEhIoKCgwM2Rtc1kMhEdHqjCLyIiHsmj7/ydITY2zN0huER8fLi7Q3AZX81NeXkfX83NV/MC383N2Xl5dPFPSkqiqKgIm82GxWLBZrNRXFxMUlKSw8ewWqs6PD7fU8XHh3PkyFF3h+ESvpqb8vI+vpqbr+YFvpubo3mZzSaHb3g9utk/NjaW1NRUMjMzAcjMzCQ1NdXt/f0iIiLezKPv/AEWL17MggULWLp0KREREWRkZLg7JBEREa/m8cU/JSWFFStWuDsMERERn+HRzf4iIiLifCr+IiIi3YyKv4iISDej4i8iItLNqPiLiIh0Myr+IiIi3YzHD/XrLLPZN5fR9dW8wHdzU17ex1dz89W8wHdzcySv9uRuMgzDt+a+FRERkTap2V9ERKSbUfEXERHpZlT8RUREuhkVfxERkW5GxV9ERKSbUfEXERHpZlT8RUREuhkVfxERkW5GxV9ERKSb8Zrin5GRwdSpUxkyZAi7d+9uff0///kPM2fOZPr06Vx77bUcPHiwddvatWu5/PLLmTFjBtOnT+fjjz9u3Zabm8vs2bO58MILmT17Nvv37+/KdFo5O6+pU6dy0UUXMWPGDGbMmMEXX3zRpfn8UEdya2ubN1+ztrZ5yjUrKyvjF7/4BRdeeCHTp0/n17/+NaWlpUDb3/uObutKrsjNE65bR/M62c/wqfbrSq7IzVuvWVv7tLVfmwwv8d133xn5+fnGueeea+zatcswDMMoLy83xo8fb+Tk5BiGYRgrV640fvaznxmGYRh2u90YN25c63t37NhhjB492rDZbIZhGMZ1111nrFy5snW/6667rqtTMgzD+Xn98Dju1t7c2tpmGN57zU6Vl6dcs7KyMuPbb79t/frRRx81fvvb3xqG0fb3vqPbupIrcvOE69bRvE70M9zC269ZW7l56zVra5+29muL1xT/Fj+8eFu2bDEuueSS1m1lZWXG4MGDDavVatjtdmP8+PHGhg0bDMMwjPXr1xsXXHCBYRiGUVJSYqSlpRlNTU2GYRhGU1OTkZaWZlit1i7O5n+ckdePj+MpHM2trW3efM3a2vbj43iSDz/80Ljhhhva/N53dJu7dTY3w/DM6+ZIXj/04xy8/Zr9kKcW/x9rb14/3McwOn7NvHpVv/79+1NSUsLWrVsZNWoU77//PgAFBQXExMTwpz/9iVtvvZWQkBCqq6v561//2ro9MTERi8UCgMViISEhoXU/d+toXi3mz5+PYRikpaUxb948IiIi3JHGCbWVW1vbDMPw2mt2qusJnnfN7HY7r7/+OlOnTm3z96Wt6+Kp18wZuXnidXM0r7a+9576t9EZubXw9mv2w32g49fMa/r8TyQ8PJwnn3ySRx55hCuuuAKr1UpERAR+fn40NTXx17/+laVLl7J27Vr+8pe/cNddd1FdXe3usE+pM3ktX76c9957j7fffhvDMFiyZImbszlWW7m1tc3TdSYvT7xmDz74ICEhIVx77bXuDsXpnJWbp103XbNT84Vr5qzvhef/VT2FM888kzPPPBOAkpIS/va3v9GnTx927NhBcXExaWlpAKSlpREcHMy+ffvo1asXRUVF2Gw2LBYLNpuN4uJikpKS3JnKMTqS16hRo1pzCAgIYO7cudxyyy1uy+FkTpZbW9tqa2u99pqdapunXbOMjAwOHDjAc889h9lsJikp6aTfe8MwOrTN23MDz7pu7cmrLR3dz5WclRt4/zX78T7Q8Wvm1Xf+AEeOHAGam0KeeOIJ5syZQ0hICD169KCwsJCcnBwA9u3bR0lJCX379iU2NpbU1FQyMzMByMzMJDU11SOaj1t0JK+amhqOHj0KgGEYrF69mtTUVLflcDIny62tbd58zdra5mnX7MknnyQrK4tnn32WgIAAgDa/9x3d5u25edJ1a29ebfH2a9YWb79mJ9rHkf1OxmQYhuGK5JztoYce4uOPP6akpITo6GiioqL44IMPuO+++9i4cSONjY1MmjSJe++9l8DAQADee+89XnjhBUwmEwC333475513HtBcNBcsWEBlZSURERFkZGQwYMAAr87r4MGD3HbbbdhsNux2OykpKdx///0kJCR0eV4dza2tbd58zU62zZOu2Z49e0hPTyc5OZmgoCAAevfuzbPPPtvm976j27w5N0+5bh3N62Q/w23l3NWcnZs3X7O29oGOXTOvKf4iIiLiHF7f7C8iIiLto+IvIiLSzaj4i4iIdDMq/iIiIt2Mir+IiEg3o+IvIi6xbt06zj77bHeHcYwhQ4Zw4MABd4ch4nYq/iJe5je/+Q2//e1vj3lt/fr1TJgwgeLiYjdFJSLeRMVfxMvcf//9fP7553z11VcA1NfX88ADD3DPPfc4bcKSpqYmp7xHRDyTir+Il4mOjub+++/ngQceoKamhmeeeYY+ffpwxRVXsHnzZubMmcO4ceO47LLLWLduXet+b7/9NhdffDFjxoxh2rRp/POf/2zd1tJE//zzzzNp0qTjWhYA3nnnHebMmcPvf/97xo8fz9NPP01DQwMZGRlMmTKFM888k4ULF1JXV3fCuIuKirjttts444wzmDp1Kq+88krrtq1btzJ79mzGjRvHWWedxZIlS2hoaACap2L9/e9/z8SJE0lLS2P69Ons3r0b4JTnf/HFFznrrLM466yzeOuttzr3jRfxJR1bgVhE3O22224zbr75ZmP8+PHG4cOHjcLCQmP8+PHGf/7zH8NmsxlffvmlMX78+NZ1vdeuXWscOHDAsNvtxrp164xRo0YZWVlZhmEYxrfffmukpqYajz32mFFfX2/U1tYed763337bSE1NNV555RWjsbHRqK2tNR566CHj5ptvNsrKyoyjR48aN998s/H444+3HnPy5MmGYRiGzWYzZs6caTz99NNGfX29kZeXZ0ydOtX4/PPPDcMwjG3bthmbNm0yGhsbjYMHDxoXXXSRsWzZMsMwDOPzzz83Zs6caVRUVBh2u93Yu3evUVRUZBiG0eb5P/vsM2PixInGrl27jOrqamPevHnG4MGDjf3797vuooh4Cd35i3iphQsXsm7dOm699VZ69uzJqlWrOPvssznnnHMwm81MmjSJESNG8NlnnwEwZcoU+vbti8lkYvz48UyaNIkNGza0Hs9sNnP77bcTEBDQOn/4jyUkJHDdddfh5+dHYGAgK1as4N577yUqKoqwsDBuvvnm1jnif2jbtm2Ulpby61//moCAAPr06cOsWbNYvXo1ACNGjGD06NH4+fnRu3dvZs+ezXfffQeAn58f1dXV5OTkYBgGKSkpJCQkYBhGm+dfs2YNV1xxBYMHDyYkJIRf//rXTv3+i3gzr1/SV6S7iouLIzo6mkGDBgGQn5/Phx9+yNq1a1vf09TUxIQJEwD47LPPePbZZ9m/fz92u526ujoGDx7c+t7o6OjWhYhOpkePHq3/Li0tpba2liuuuKL1NcMwsNvtx+13+PBhiouLGTduXOtrNput9evc3FweffRRsrKyqK2txWazMXz4cAAmTpzINddcw5IlS8jPz+f888/nnnvuob6+vs3zFxcXM2LEiNZtvXr1ajM3ke5ExV/ERyQlJTFjxgweeuih47Y1NDRw++23k5GRwbRp0/D39+fWW2/F+MG6Xi2rRLblh++Jjo4mKCiIDz74gMTExFPG1rt3bz7++OMTbl+8eDHDhg3jj3/8I2FhYbz88st89NFHrduvv/56rr/+eqxWK3feeScvvvgit99+e5vnT0hIoKCgoPXr/Pz8U+Yn0l2o2V/ER1x22WWsXbuWL774ApvNRn19PevWraOwsJCGhgYaGhqIiYnBz8+Pzz77rHW0QEeZzWauuuoqfv/732O1WoHmh/q++OKL4947atQowsLCeP7556mrq8Nms7F79262bt0KQHV1NaGhoYSGhrJv3z5ef/311n23bt3Kli1baGxsJDg4mICAACwWyynPf9FFF/Huu++yd+9eamtreeaZZzqVr4gvUfEX8RFJSUksXbqUv/71r0ycOJFzzjmHv/3tb9jtdsLCwrj//vu58847Of3008nMzGTq1KmdPuf//d//0a9fP2bNmsXYsWO58cYbyc3NPe59FouFv/zlL+zcuZNp06ZxxhlncP/991NVVQXAPffcQ2ZmJmPHjuWBBx7gkksuad23urqa+++/n/Hjx3PuuecSFRXFz372s1Oe/5xzzuGGG27ghhtu4Pzzz+eMM87odL4ivsJk/LDdT0RERHye7vxFRES6GRV/ERGRbkbFX0REpJtR8RcREelmVPxFRES6GRV/ERGRbkbFX0REpJtR8RcREelmVPxFRES6mf8PTM7bAFpyTTkAAAAASUVORK5CYII=\n",
"text/plain": [
"<Figure size 576x432 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"ax = (df.index\n",
" .get_level_values(\"Year released\")\n",
" .value_counts()\n",
" .sort_index()\n",
" .plot())\n",
"\n",
"ax.set_xlabel(\"Year released\");\n",
"ax.set_ylabel(\"Number of sets\");"
]
},
{
"cell_type": "markdown",
"id": "a5297c3a",
"metadata": {},
"source": [
"Since the data spans more than 40 years, it is important to adjust for inflation. We use the [Consumer Price Index for All Urban Consumers: All Items in U.S. City Average](https://fred.stlouisfed.org/series/CPIAUCNS) from the U.S. Federal Reserve to adjust for inflation."
]
},
{
"cell_type": "code",
"execution_count": 30,
"id": "1f95d796",
"metadata": {},
"outputs": [],
"source": [
"CPI_URL = 'https://austinrochford.com/resources/lego/CPIAUCNS202100401.csv'"
]
},
{
"cell_type": "code",
"execution_count": 31,
"id": "d20032c5",
"metadata": {},
"outputs": [],
"source": [
"years = pd.date_range('1979-01-01', '2021-01-01', freq='Y') \\\n",
" + datetime.timedelta(days=1)\n",
"cpi_df = (pd.read_csv(CPI_URL, index_col=\"DATE\", parse_dates=[\"DATE\"])\n",
" .loc[years])\n",
"cpi_df[\"to2021\"] = cpi_df.loc[\"2021-01-01\"] / cpi_df"
]
},
{
"cell_type": "code",
"execution_count": 32,
"id": "ee2ba7cc",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1152x432 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, (cpi_ax, factor_ax) = plt.subplots(ncols=2, sharex=True, sharey=False,\n",
" figsize=(16, 6))\n",
"\n",
"cpi_df[\"CPIAUCNS\"].plot(ax=cpi_ax);\n",
"\n",
"cpi_ax.set_xlabel(\"Year\");\n",
"cpi_ax.set_ylabel(\"CPIAUCNS\");\n",
"\n",
"cpi_df[\"to2021\"].plot(ax=factor_ax);\n",
"\n",
"factor_ax.set_xlabel(\"Year\");\n",
"factor_ax.set_ylabel(\"Inflation multiple to 2021 dollars\");\n",
"\n",
"fig.tight_layout();"
]
},
{
"cell_type": "markdown",
"id": "65de3106",
"metadata": {},
"source": [
"We now add a column `RRP2021`, which is `RRP` adjusted to 2021 dollars."
]
},
{
"cell_type": "code",
"execution_count": 33,
"id": "e3fabdb6",
"metadata": {
"scrolled": false
},
"outputs": [],
"source": [
"full_df[\"RRP2021\"] = (pd.merge(full_df, cpi_df,\n",
" left_on=[\"Year released\"],\n",
" right_index=True)\n",
" .apply(lambda df: df[\"RRP\"] * df[\"to2021\"],\n",
" axis=1))"
]
},
{
"cell_type": "code",
"execution_count": 34,
"id": "f541ed9f",
"metadata": {},
"outputs": [],
"source": [
"df = full_df[reduce(np.logical_and, FILTERS)]"
]
},
{
"cell_type": "markdown",
"id": "5df8cdb3",
"metadata": {},
"source": [
"Here we plot the most obvious relationship pertinent to my initial question about Darth Vader's Meditation Chamber, price versus number of pieces."
]
},
{
"cell_type": "code",
"execution_count": 35,
"id": "63cbd5d1",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 576x432 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"ax = sns.scatterplot(x=\"Pieces\", y=\"RRP2021\", data=df, alpha=0.1)\n",
"sns.scatterplot(x=\"Pieces\", y=\"RRP2021\",\n",
" data=df[df[\"austin\"] == True],\n",
" alpha=0.5, label=\"My sets\");\n",
"\n",
"ax.set_xscale('log');\n",
"\n",
"ax.set_yscale('log');\n",
"ax.set_ylabel(\"Retail price (2021 $)\");"
]
},
{
"cell_type": "markdown",
"id": "b9bfa962",
"metadata": {},
"source": [
"The relationship is fairly linear on a log-log scale, which will be important in subsequent posts when we introduce more complex statistical models. The sets in my collection are highlighted in this plot.\n",
"\n",
"We can also highlight certain themes of interest to see where the sets from those themes fall."
]
},
{
"cell_type": "code",
"execution_count": 36,
"id": "0b827b3f",
"metadata": {},
"outputs": [],
"source": [
"PLOT_THEMES = [\n",
" \"Creator Expert\",\n",
" \"Disney\",\n",
" \"Star Wars\",\n",
" \"Harry Potter\",\n",
" \"Marvel Super Heroes\",\n",
" \"Ninjago\",\n",
" \"City\",\n",
" \"Space\",\n",
" \"Jurassic World\"\n",
"]"
]
},
{
"cell_type": "code",
"execution_count": 37,
"id": "e81e6345",
"metadata": {
"scrolled": false
},
"outputs": [
{
"data": {
"image/png": 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vf/vbabfbZ3W89773vRRFwate9SruvPNOfuqnfuq8t4zt9/v85E/+JHfeeSff9E3fxBNPPMEHP/jBsX2e//zn82/+zb/hR37kR3jjG984CIH82Z/9WT7xiU/wvOc9j//23/7b2ATSarX4vd/7PT772c/y4he/mG/+5m8eVL/+oR/6IV7xilfwxje+kdtuu43v+Z7vOasJOxAIrH82mm7W63Xe9KY38X3f933ccccdfPWrX+Unf/In2b9/P3fccQc/9mM/xr/9t//2rM575513cuLECZ73vOcNtt1+++0cP3584AS5/vrreeMb38j3fu/38qIXvYgDBw6M7b8YX//61/nu7/5ubrvtNt785jfz8z//8+zcufOsrjEQCFwY1qNWPu95z+MP/uAP+OIXv8g3fdM38fznP5//9t/+26Cr1WIsZyN+x3d8B1dccQUvfelLefWrX82tt9469tnXvva1PPTQQ9xxxx38+I//OEmS8MEPfpDPfe5zvOAFL+CXfumXeO9737tsis1ivPOd7+S2224b/Puu7/ouwLerfcUrXsHLX/5ypqenefe7383P//zPj6UQLmVDn6ktvNjcElgbCFfFGAUCgXXHY489xitf+Ur27dt3UfuiBwKBQCAQCAQC64VgQ186hAiPQCAQCAQCgUAgEAgEAhuO4PAIBAKBQCAQCAQCgUAgsOEIKS2BQCAQCAQCgUAgEAgENhwhwiMQCAQCgUAgEAgEAoHAhiM4PAKBQCAQCAQCgUAgEAhsODZ0Sdrjx9tYe/qMnenpBidPdlfhigIrITyPtUV4HmuLC/U8tm6dOKvPBZ1dn4TnsXYIz2JtETQ2cD4Iz2NtEZ7H2mK1dTZEeABRpC72JQRGCM9jbRGex9pivT6P9XrdG5XwPNYO4VmsLdbr81iv171RCc9jbRGex9pitZ9HcHgEAoFAIBAIBAKBQCAQ2HAEh0cgEAgEAoFAIBAIBAKBDUdweAQCgUAgEAgEAoFAIBDYcASHRyAQCAQCgUAgEAgEAoENx5ru0vLQQw/x0Y9+FGMMxhj++3//7wghLvZlBQKBQCAQCAQCgUAgEFjjrFqEx3ve8x5e8YpXcNNNN3HgwIHB9oMHD/K6172Ob/7mb+Z1r3sdhw4dGvzu+uuv553vfCfvfve76Xa7dLuhnVAgEAgEAoFAIBAIBAKB07NqDo9XvvKV/NEf/RFXXnnl2PZf+IVf4Pu///v51Kc+xfd///fzjne8Y+z3X/ziF/mZn/kZpqenqdfrq3W5gUAgEAgEAoFAIBAIBNYxq+bwuOOOO7j88svHth0/fpz9+/fzrd/6rQB867d+K/v37+fEiRODfV7wghfwvve9jyiKuO+++1brcgOBQCAQCAQCgUAgEAisYy5qDY+jR4+yfft2lFIAKKXYtm0bR48eZfPmzXzpS1/iU5/6FM45tNbccMMNZ3T8LVtaK95369aJMzp24MISnsfaIjyPtcVaeh5BZ9cv4XmsHcKzWFuspecRNHb9Ep7H2iI8j7XFaj6PNV209K677uKuu+46688fP97GWnfa/bZuneDYsbmzPk/g/BKex9piPTwPYy3OgRCg5MZuPnWhnsfZTjxBZ9cn4XmsHdbDswgae36OezYEjV2fhOextlgPzyPo7Pk57mJcVIfH5ZdfzlNPPYUxBqUUxhiefvrpBakvgUAgsBR5YTAjxqCSjiRWF/GKAoFAYOMQNDYQCAQuLEFnLywX1X20ZcsW9uzZwyc+8QkAPvGJT7Bnzx42b958MS8rEAisA4y1ZIUm13bedoexdolPrS2MtWhj1831BgKBS4f1r7EO0T+FO/kYon8KOH2URCAQCKwm619n14ctu2oRHu9617v49Kc/zTPPPMMb3vAGNm3axCc/+Ul+8Rd/kbe97W381m/9FpOTk7znPe9ZrUsKBALrlMoTbqyl0BYjBUk09IS7dWDXBm9+IBBYq6x/jXXYJx+ge2Q/VYx4Y9de5I6bAHGxLy4QCAQ2gM6uH1t21Rweb3/723n729++YPt1113Hxz/+8dW6jEAgsM4x1g7EtTJbrXUY61DSbxFr3J4dvYfhNj/pbfS8zUAgsLbZCBor+jNDZweAc3SP7Gdi0w5cbdNFvbZAIBDYCDq7nmzZtXU1gUAgcBpGPd5SysHE4MpfKCnWnNDOZymv/Xrw5gcCgY3NRtBY22svFFTn/PZAIBC4yGwEnV1Ptuya7tISCAQC85nv8Y4jhbKWKJJESq75CQKW9tqvdW9+IBDY+GwEjZX1lr+RUctbCGS9FSp5BAKBi85G0Nn1ZMuu/dEMBAKBEdSIJ7wijhRpHK2LCQIWv4f14M0PBAIbn42gsa42RWPX3qHlXdbwcLWpi3thgUAgwMbQ2fVky4YIj0AgsO5IYrXu+5VvhHsIBAIbk/WvTwK54yYmNu3A9to+sqM2RShYGggE1grrX2fXzz0Eh0cgEFiXXAxRPd+ivlYnhkAgEFh9fXKI/sx5dFAIXG0TorYppLEEAoE1SbBlV4fg8AgEAoEVsF5abwUCgcD6I7SRDQQCgQvNpWrLrn2XTCAQCFxklmu9FQgEAoFzY6k2sqI/c3EvLBAIBDYIl7ItGxwegUAgcBrWU+utQCAQWG+ENrKBQCBwYbmUbdng8AgEAoHTsJ5abwUCgcB6Y9BGdpSyjWwgEAgEzp1L2ZYNDo9AIBA4DYu13gKHc1wSoYCBQCBwIVmqjSyAO/kYon8KQunRQCAQOGsuZVs2FC0NBAKBFTDaeqvQFhDlfy+dok+BQCBwYZjfRraJmTnG3D1/G4qYBgKBwHniUrVlQ4RHIBAIrBAl5aKhf5dK0adAIBC4cJRtZKevAgTdw/eGIqaBQCBwnrkUbdng8AgEAoEz4FIu+hQIBAKrQShiGggEAheOS82WDQ6PQCAQOAMu5aJPgUAgsBqEIqaBQCBw4bjUbNng8AgEAoEzxDk31stcSYGSQU4DgUDgXDHWUsQT1HcuLGLqalMX9+ICgUBgg3Ap2bKhaGkgEAiskLwwGOsQQiCcL/qUJmrDThCBQCCwmlQaC8Dm66lPbkXmPWS9VTo7NujyYyAQCKwSl6ItGxwegUAgUFJVrhaCBcJvrB3zhMsLPDEsdy2BQCCwPnGI/kzZiWXciTFfYwHyaIqkPo24QBoYdDYQCGw01o4tu7TerzbB4REIBALMW1lkYXuu1SzwdLprCQQCgfWHwz75AN0j+xdtNbvaRfSCzgYCgY3G2rFll9f71Sa4swOBwCXPYiuL89tzrVaBp5VcSyAQCKw3RH9maPzCglazq1lEL+hsIBDYaKwlW/Z0er/aBIdHIBC45FmJx1tJiZLjM8KFKPB0qbUKCwQClwanazW7WhpbnvaMtgcCgcBaZy3ZsmuttXhIaQkEApc8K/V4J7G64Dnfl1qrsEAgcGkwaDU7agSXrWarLauhseVpz2h7IBAIrHXWki27Er1fTUKERyAQCODbc9mRsL+lPN5KSiIlL5ghvpqrnIFAIHDhcYj+KWy/Q+uqa0/bavZCa2x1jqCzgUBgo7FWbFlXm6Kxa+20Fg8RHoFA4JJmtD2XdX6yuNjtuVZrlTMQCAQuLPMK10UxE7v3YJMWsj5xUav2B50NBAIbhbVnywrkjpuY2LRjTXRpCeoeCAQ2PMZatLELCtLNL/CkpJ8oFtt3tVmNVc5AIBA4d3wEhzv5GKJ/CkYClhcUrtMFc4fvg7RJEU8uKLC32gSdDQQC64X1Z8sKXG0TYvoqXG0TF8vZASHCIxBYs4SVp/PDci265tdTyrXBWgdIrA1tCgOBjUzQ2PPB8q0HFytcZ41Fd+fQahIIOhsIbGSCzp4fgi17boS/vEBgDZIXhrywFNqSF5a8MBf7ktYlp2vRNVrIyVhXThBDH3RoUxgIbEyCxp4fTtd6cFC4jsGvcYBIW4NtQWcDgY1J0NnzQ7Blz53g8AgE1hgr6aMdWBmna9E1WrjOlRuVFMiRVYjQpjAQ2FgEjT1/nK714ILCdUBj916KZGr+RwKBwAYi6Oz5I9iy505IaQkE1hgr6aMdWBkradFVFa6TEqRgbIJY7hiBQGB9EjT2/HH61oPjhetIG/TLVJZRgs4GAhuLoLPnj2DLnjshwiMQWGOstI924PSstPWgkpI0jogjddp9V8JShaUCgcDFJ2js+WNlrQeHhetEY/N5aQcbNDYQWNsEnT1/BFv23AkRHoHAGsMLm1tQcTkUezo7zqT14Nm2KRz9jDHzn10oFhUIrCWCxp5Pzrz14LnqbKHHje+gsYHA2iPo7Pkl2LLnRnB4BAJrkDMVqzMVtkupavaFvtfRytnWWgptiCKFwIcUVjmrG32cA4H1xIXW2LP9zPrDIfozK3Z2nC2VzlprybVF4AY6CzJobCCwBgm27PnjzO7VEeWzZ6TL821Zlc8QFV1E2qJIpta9LRscHoHAGmUpUZkvesu1qlqMM91/PdPLNNpYhBDlysLpx6bQxncRAOJILTthzy/KlRWGrLDElsH54kiFnNVAYA2ynOF2ritdl4bOOszRB+ge3geAkOMtaZeilxUY6wZO4WpsVqKzDii0wVjm6ez6NMIDgY1OsGXPnTOzZX2r8M7hfYNW4c3dtyB33ISxbkW2bHT8QdqH9pe1QASN3XvRW25c17ZscHgEVpVLyRt7IZgv8GCYb1gu54Vdrmr2hVjhvJj0soJ+PmyBZqQgidSCe63uyzpLPx8fXz824+O1VO9zay3Vrr5KtsBYh7IWIdb+eAU2Duvtu7rWmL/Spa0jGcmJPp1mXio6azonaB+6dyCEwgm6R/YzsWkHrrZpuN/IPeWFHdNlJR1Eil6mx469pM46iykzWkZ11jpLKEsXWC3W0/d0LRJs2ZVzprasyk7RPrQPN6i74Wgf2kdzYht5NCwYvZTGxvkMc0fuG2k1Dt3D+2lObEfE0xfsPi80weERWDUuJW/shWApgQcWFDM60+rYp/ParqdnVxVZyufledvSeeHcyD6FQQrfuivXmrwwRGp4X7m2OOdI4mjk+MNJdbT4lsM/B40/h7UWKWXpkV/7k2pgY7Cevqtrkfk66xhqx6jOLqeZG1tnfQqL6c0hTY6UCmu8s8I5h7MO2+8g8S1rdVQjiyYHrzJZYRAjwmmsA6MRSCIlx7YvprNSSKQ0aG1xUmKtJYoUMjiVA6vE+vierl2CLbsyVmrLOgf9vAAEAog6cxhtkCNjaYxFd+dgcnLk+EvYslkbhSNyOZgcESVYmULeQU1sucB3feEIDo/AqnAu3tiAZzEhF4B1VQLGyPaxH4c51iptUKygJeB4OPf6eXbVZGasJSs0xviUktH+5IU25NpSlP+UhFripVAbEMKN7c8ihvR473M3CM8utEEpgRAS6xwSSJO1OZkGNh5BZ8+d+TorBtvHdXaxTgOj0WKLMfqZUY2tfl77z86HSneP7MdZizA5Sb1J3yqsNUgBQkWI7jHmDnwJXaaeNHbvJZ++rozEANy488haiNTCAV1KZwWUOitwpZEfOj8EVoP18T1d25y9LXtmGju6/3q2ZaO8tN/rExTxBNYNbVkQ9HJNlhuU9GnYRHUsApxvTzsgbS44z6Iam7aQ2Qzm1FOD/aJN24mbE6zjjJbg8AisDqEf97mzmEEnpVwQxDteBXtooFaqX7tqD8WWG5bYf6EHvDcSSjfKWnt2o4ZIoS3GgNYWa0FKiJQsi4h6D7lzXtyNcYCmliqkHH+xiZQkkgsHfrHe59owUkQPQIx52AOBC03Q2XNnvs5WNSZGoxIW6zQwXzeNsaiRiIXRz8zfNyvMunh2oj8znEuAwkW4k08Tb91F1u4Qt5q0Nm8hO3UMhMJZDQ7ah/ZRb2wlk80y6m38uJESC1Z2YaU6y7o2wgPri/XwPV3rnJ0te2Yau9j+69GWjY8/RPvQPqwxCClp7N5Lb+parJRU6XyVI8fbsoBqUdu1l/zR/f7nslW4jicXjPFiGiu1IJneRn/mGDgLQpJMb+NCFKNeTYLDI7AqhH7c544XcjuvcJEYMQS9x1uNrJTNN1Bxjv5j99HctB2Tbjpt4SIAFgnnhrX37KpbtOU9OFemlGAxVhBHDiUhLzRCCJ+bX4UKCkukJPUkwiH8SqUQJGUhvNO1VVNS4hzUk6g8txs8o7U2mQY2LkFnz53FdLaWRCglBiuLUoixVcHFdFMpiVI+BWNUZxddITZ2xSuWFxPba4+9HVjnyOJJprZeTTIxQ++xh2ifOoo+cZTa7r0YE6OzDOvAZm1M2sQ5S7OeAN65HClJPY0WCTUPOhtYewSNPXfOxpY9E41dav/1ZsvG+QydR/eXTgeBs5bO4f00n7UNKzeRa5+SPd+WdUjE9LU0Nu1A5m1IfZeWuHSQVCypsXmXXDvqN9wBOocoIet1iXptxEhtpvVGcHgEVoXQj/vcyQvvnZYCXLmmVdWWMMZR1SfKrR3kJc43UAH/c9YlamxecI7FjEapBPMX39bis6smrVwbCu0LhWrrX05qSUQtUVhX5kM6cAiUEhjjw6Sd85X+k1gtKGi1kiJX1fn9ZLp86HsgcCEIOnvuLKez/qUcDKVBXursUi/bUozXpYClVxOlkLDGn52st7ygOYe1PhLOCXBxndmH7yFWMcIWqEiSH32YdNezybPcy2HSACCNJUksFrykrLR9ZdDZwMUkaOy5cza27JloLGwMW9ZlbayxgPCRxw4UEJsePTdJXvjoC+vGbVlrIYokUTqNc9NnbMvKegusIWvPllv6IIRvb3uhb/4CEhwegQvG/C/WmfbjvlRYyZiMeqvlaMie1jjnUzfkmHe7zP0bMVAHLCNcSxmNVR2Ktf7stLEUZrhSGkkGHVKqfEcpoDC6jPpQxMpPqEkclfU+Ft7bSu43GEKB1WYx7Qg6u5CVjsfZ6uyZrPout+9af3auNkV95x46h/f7cRKC5u69GGMQziF6pyhmjyF0D5v1qO+6mShJSK+8gV48SU1K0iRa8iUl6GxgLRJs2ZVxIW3ZM42sWe+2rHMOEzd8LQ6cjzqWEoSgUHWM8ftYozHWR8rFyqGU19ZaEp+1LetqUzR27R1LhW/s2ourTV2AO109gsMjcEFYqhLyWhWXi8XoOBnrkMKQJgvHaTFvdaEN2nhV18Z7wuOR1onODYWrc3g/VTGL5jLCtagxqeSaf26j4yiFxGKJIglIirLTStWyMI4UcaTItSGOBGkUDybYlawSLjepB0MosFosV20+/N0NWdj+0BJHC0Og4ex1NlJeN6uuTlU63FIG53Iau5afXV5YzOYbSBpbUf05XNSkSCeJizkiNHrmaZQQuKiOjFOcsUzdfAfd2nZqsGKdPZ2GBp0NrBbBll0ZF9qWPRONhfVvywohyNUk9V17yR7zLWKtg/quvfRkCwmDMYqsRSlBrHxto8XqJC3G0hoqkDtuYmLTDmyv7RdIa1OEGh6BwDxCFeuVMTpOuTZliHCVWqHGWmXNFy9rvejXzBwu66CiOkU8OWiFOvyMQG+5nrRxGTbrINMmur6JZBnhmm9MpqvUsutsDNgq37NaFRjkgyZqkNsZSRBSDMIkZdnDXJZ5o3LwouFXCZe7jpW0NAt/44ELTdDYlTF/nCqdtVYOipGeTmcLbcaKZBrrUAt0dri/dQ4pBCwoDzdk/WjssMMXaQNTdvjSyRSFbAGgJNjaFI2d19M5fnhQ5K529bPpF4aadWPnqvLnff7+2Wms3x7+zgMXlqCzK+NcbVlfV6NqAW4Bec4aC+tJZxfasgBSSYrN19HctA2RdzFxg65o4pwfkMqWzbUZi3I7P7aswNU2IWqb1nUayyjB4RE474Qq1iujGg9j3WCCAC/68yfV+d5qB9ROPkxvxPNb27UXc9kN5f5DwevlBitaUPMGqszNaT3dqzWZV4JcpZsMz3/63uiVYGtjx1YFjBRobRDCF7Rq1BKMs3R7BUIOu64kkRoreAXQ7Rc450acIMPrCMZPYK0QNHZljI7HqM66kW3L6WxWGKwbfq5yKFefH9dZPdjPOEcv1yi1dKrF6mmGd1oUnVlImhTJVHn+02nseIcv56C2aw96y40oKdA4tPVaqZREbL2O+g0z2CIDlZD1u+AscXMSEcuB4Z0Xhly7wUpk0NjAWiXo7Mo4V1u2cnKAL4RstCGOFr68n6nGVudbDS6ELaukIMrnsHmXqNbCJVPEWqPyWWTWI6q3KJgKtuwKCQ6PwHknVLFeGYPCRPNmz2qY5k+qo97qpD9Du3R2gC/+1H/0PiY270Ck0wPR0sYOUjqq6AdbCuvFFra8MD6U0Tq0NoNUEzi9+FaCPfoPQNkq49EXtHMI8vKlRVuH1QZjDGkcUUsikvJ8vUzTzTR5rr3XPFbUyk4A1XWczvgJIdaB1SJo7MoYHY9RnR1rabqEzmpjUUqNtaP1L+iCOJJliPVa11nvtOg/cje26EOUUrvmVootN55WY0c7fDnnW3m3D+1nYmI7XdkqNZbBaqNJprCTV/j0SddFSsHENc/C1aZQ+K42c92CLPddsoSgzDWPVqyxEHQ2sHoEnV0Z52LLYtxYzY5IKZ8SIyGJxzXWlrZepbPV9outAxfKlk1OPkT38H4EUAhBuusWYiyzB/fhrENKQeuaW3BbbySJ/Ot8L9OI/kmiznGkUuj6NC7dFGxZgsMjcAEIRcVWxnCcRr3BYtk852oMXd4rX+xHfidA5T1Ec8tgmxfiqoinwyk/oVxsjLX0cz3i1XYYq8fuf7lVFOfGQycrgZbSlyqJI0kS+YmzXxgEbvCzc27QoQWglxXMdnM6PU2hLUoK0sQCjloSD65jOeNnpWHYgcD5IGjsyhgdp8pAHtUYWFpnnYMkglyPr1pGSpLG46bTWtVZ0T9F//5/oDj5VPkyIujnXWp3bKdIppbV2KrDly01E8BZR96dwTSawLjOFsbgpq+j3tqGy9uIpEW/tom6dRhj6fS9xvZyjUCQJopIOcARR6m/3tO8YAadDawmQWdXxrnYsgC5tGMa63UlWjDO2hi0qX7yOnuxX2MvlC3bcHMDZ4cs227b40fIZ59BiRgrfTOC3pH7mNp8BS7eRC8r4OkD5A98gfzkkwgpaVz9LOSOG7GX3XDJ27LB4RG4IISiYisjiRWqbJU1Hn62/KQq6y2kkjjrBlWUhRzvvmLKlqxKQtW4JC/8xJImqvQs26qW6cBDvBpoMwyp8y8iDmNBW0uygsJ21o1PkJXRLYRffa3yxJ0rjfV5rQydcxTaYqQt29i6sbBMrS393Pg6HyoC5JLGT/WZUS6F8MDAxSVo7MoYHSffGGTcKD9d+9NRR6kQYlDlv+J0Olt1HwDGokJWAzH3DPrUUyNbHPrkU8juM5BMLauxfi4RODfseqWURNQmEEKU9zLUWWvLjufRBEQTPi9fG6T0jhJjfeqlr6XkNVYKQa69Bld/w0u9YF6qYdiBi0vQ2ZVxtrasEAs1VkmxQJvmNxu01pIZR55aIrUBbdm8ixQj4+Ac6Bx0BnHs2+sKgbMO3Z3DRC1kdors0NcoSs131tI7fC+tOKaWJtCYhsb0JWvLBodH4IKxEb4gq4GSkkZtWGDIOm8ILicy422jWLRtlI948CHDhTZkhSXXvjhUlhvmOlnpIPAGfK4srUZywe+3Chf3har85OYUI557AO+AWGoMpPDGthmbKCRR2YvcWMpJs/w3EgvjCzxJjBEUuuwJ79xA8LWBQmukEqTGYQzkzpStaxcaP3qkDe7YHYQ838AFJmjsyqjGKVJyoD/AIMprqc9URmHlKF3MeF9OZzu9nLzwXWHislByPYlWZcXMWF881CER+Pt1AFIgophEzyC7PcQSFfhdbYr6rj10Du0btibcvZcsnsCZeaHrQiAlmFLD/YolEEmKquuAPzVRqfXe6axRKsIYR44drCYu9oIZ6ikELhZBZ1fG2diylc56hlF48/eXYqHGxgr6mabbyzecLSsjX3Ov0kGfA5hAGQ3nz+8QUuDiBllukb050H1v75Yh4FHRxZ56ksxadJ7T2LUXueOmS9KWDQ6PQGCNoKQsw8nAlAbq0uFkp28bVXmG40iBcBTG+dzzSFFoSy+zxNGwU0lhLLnWK/aOn82qxyBczg0/HylFpHzRpVoSlSuAYiREfGEbSSH8fSlrvb+HqmCWX5HUxmLKCta1WPlCWOUqoxTlhCJ9hIwQEoQPrVZSgTM4JImSKLUwD3P+vYY830Bg/WCMG3Rsyq1dRmNXtrq7lM5KKckKi9YOsKXTRJJre9pCe2PXew46G9c2Udu9l/7hfX5mEJL6tc+F/iy9h7864sh4FmpqK7bXGZtLxPYbaba24bI2Im3Rly2K0tlRaDPQ2KRsAd53mlz7ldZIDXW2MBpB2RbSKMAhhEWW2l+lGy23mhh0NhBYH5yZLbtynZ2vsUr6Ba5+vvFs2b6cpLZrj09rcb5jS3TZbqItV9E5vB9bRjS3rt5LkUwhrEMkExDVfMS3cyhhwWlUkhK1ptCnTtA9sp+JTTtwtU2XnC0bHB6BwBrhzEN2l28bNbpC6b3IFiW991yXLmjHeB0Qu7iDdwGL5fkpJYbeaFgwgYzen5SSehKRazsIj04iiVKCfOQilmojOVwVKCt7l5OF97J7F7t1DoSj1UgGnnhtfArQaLhlHEmkgExW4Xy+60AUCaz1KwlJpJb0coc830BgfXA2aRGn+x4vpbPAYGlsVGedcyteMZuvs+AL4i2lsfPvsYiniHbcRBrVEaZAJgnJlp3MHd4/XLaTCnP0frJH/hUj40G0oNxxE0oq8tomX5DU+sKsVSvEYkRjk7KmiVIClWvvWB/JYY8jiTGWWiIBn06oVIQUEudsOf5qdMiWHefhtqCzgcBa48LqrNdY72DwDmzYmLas3nIj9dY2bNYhbrRQzc0Ya5mc2oHpt+d13RLoZJLaNc8lLzoUp55C2px0+9U4Z+nc/8+kV91AphW210bUNi0zxhtTY4PDIxBYI1yIkN1hxwEwNirbf1EaorbsZTKk0rVc60E+5HwWm8z6uR50MCi0KQVb4pwjUpJ6Gi24j6rtllKy9NaPh9Sdro3k6KqAsSCrVdvRAlDG0cv0oKuCEJYsdzg7TGFJIoVKFU0X+3oehcW6YU5jVRk8WcbLHfJ8A4G1z4VKi1hMZ42tLGY3prNVh5LR1BqzSCjxfJ0ttCn1b2gUV/neUhjSRLFYBX69+Xri1lZE0SVqTGB7c2M3nNYb9B78CtHmyyGNwbmxVcDq3goNcZnWM19j88IMXhKkFEhb3XU5PqXGOgdpoii0A2cpjNfhSmMXy91fbJyDzgYCa5cLqbMIhzYKIXzUnK8xtIFtWdGCWgstJSrz7XptfRM2nSTLLWLElo0iBTtuojl9Oar9BGbmGPnxoxTHn8AWGb1D+6jfeMdYrb/FxnijamxweAQCa4QLFU5WpWEIDL3cC28cSeqpLHOvy1U45Stjt7s5xYhYz3bzsePNF/vKuBfCDQxXbQyizE30wr94OKOUwwli/r2OtjjznQK8B330/KOfy631BfAKMyh8pbWhwGKtJNO+qp4tDxBJQZrEqHLFsjpeJO3g5WJwnSsQ/o00MQQCG5ELGbI7X2cB0lggEIMUFx8dIb0jNtcDI3iuV5AXZkwj5xfoMwMHg6GSpn6uR/Z33vBepC5JkUyRNKdxUvp1xNEKgDoHLKjYF8Euax6NrgIqKSGijMZwYy14E6CXayIpyLTFGOsdykoMokHiSA00Vhtb1hSRCDHUWefcoimDi41zIBBYu1xInU2iCFIx0M+NasvO11kxYsvKfAaRdahHPkVSpE1cbXpoy0abMXmXzskHkP02VmfV2YkmtozV+luMjaqxweERCJwj5+INnf/Z+eFkwLIFj86EyjtelKF3k81kQWXrXOuxCQKgKMxYPuT8SWtQbkoIHNUkQdlycLzy8/ziTPPD5RZrI+mjUuTgTEr64oMV1RjmWpMXZdoKDisgLiemXq4ptO+RLqQkUuCcJLKOejqUwdF8/NGcyvmdGdYiG9UrHwhcSI0dFiu25+W7M6qzaaKYag0N20q3etkwQgJ8hEehzVhtjzGDefQEpbOi6mpQHdPhddYfY2mdHS947SBOUFPb0SLxhrlzCCkXXQV0ztHPcgpTHdeRa3+hvbLbFYDWBmllWcMD4nmXXzGqs0ksB06RtUrQ2MBGJtiylNsvri0LjqzQg9ofAouVgjRWqGcepHt4P3H/BL32cRo799IvHM1dNxNdcfPgWLLeAiGwjS3EaQunc0RcQ269Ziz6bi1yoXQ2ODwCgXPgXHpWL/XZ6steaMNowaNz6YdtrCXLTZmqUeYhmmHudcVSeY/zt1ftXqWUPi+xtOgFQ2+2GJlN/PaVhcuN7uPzvYe/q7olVJNmNYY+ZJCyUrc/n2+BaHGIslChxViIhMM5ORjjXIvBBDiWjz9S52OtG7cbuXd64NLmQmqsEFVKhl2wz9mwmM7ivKFaoY0dW/GrcAxXHEf1D3zKhzbW1xaSgnykhWPFaPfC5XV2vOA1aQOx6Uo6VV0PIajv2oNOJqiuuhpH68A6H0aexj5qRZsqcs7vW+msEL5Wia+DJAbOnPkvQ1X4+Fp3dgSNDWxkgi27NmxZf4+lLzoSpS0r0MYR5bN0D+8nsn2KmWMIoPfoftJrb6dzeB+Tm7YjGpv9fY04to1KIaqVnRw3nX6QLyIXUmeDwyOwJhgVjvXC2RRmGv1slR8o8Ebf6Gdzrb1nmOGL91LHPp3o5oUpX+zLfPHSuFzseNpassIgq4rYJYN8yKrFoBBYB3mhSw+1pNAGKX3RJuvMYOW0qpxdPduVOA+U9K3N/LEsUsiBQV/lyldjAsOJSUlBlTXvrMPhu7Kg5NDbL8Sgw4CUwr/suGE4+XrLYTyXv8PApcN6+puuOFeN9Y7QYaQWyMFnB4WMtR1o7FLHX8nYrVRnrbMUxlIUxnctKXWy6jw4bvCJso22GKwE6jJn27eb9VQaC6xQZ4cFr7NCU0y3qLe2IvIuLmmQxVPExrfWHX0GPm1GIsTwmfjQbIdSEqvtYJW0MA6EnxPQfk5p1Pw1BY0NbFSCLRts2VHO1JaFKr1v3JYFB3nbn9sUA+e0NQarc+8U787h4qnSlj19J8e1xoXW2eDwCFx05nv0ssIss/fa4VwKM2X5ULTBezHjshNIXhh6mQ/Hs84RSUkaK99Gdd6xT+cNrQRk9GOjBeJGj9fu5vQLQ1YYtHbUEkujFhPHChtFi4pR9WMcKTC6rL7vVzSFgEhKL9hLDMp842B01bWK3DAGkJXne/giYIwZhgo6BiuNcaxQZbVsb5j7CSySAlsex1qfX19NKvNFdT0ZsReqQFhg47CYTqwHzuVvu1pZnH/fcTRcTcsLTb80ihtpPDDIR4+/khWnlepsXhg6fe31XVuUMCSJKovdDVtgD4/rc8kjKco2h5aomMFlXWppk75soZSPtIjyGUTeIWpOLjBsK50dGNxi2Dqy0D40vBATmKiJEhK0BQSC0mFR3dNAZwEp/MtEElF1XjFyuIIqgLhMr/FjGjQ2sLEJtmywZYVwRPncwMmQqRbGsmJb1lhfVD8pZlGmh0yb5PEkSgrieBItBUIlQ6NZSGQUI2WGSFvoMVt2+U6Oa40LrbPB4RG4qCzq0TOW9bBycraFmYy1zLtlL9rl9n5uKIyj2/fVpZX04XtJ5EjixdsPjh5ndOwqoZh/SV60hxXxc63pZAXW+or6QvgJKo4lk42EY51sgehUwu/wLxa93JDnBlG2ek0ihXa2dDxIepnBOU0S+44plVPDn994A7n01ltrB5WvzaBa9rjxXFiIpEOXLwWV8V5zjjSOiJWgVU8x1iIFJGWBp35uiFJJEkdjK6Pr1Xjd6L3TA+fGkjqxSGeQtca5/G1bt/h9F8aA85rSzTRZ7sdBG2jWorG2rytdcVqJzhprafcLstwgRRWx4YgjQSNRFLEaq+w//Pwwtzw5+RAzD987CMGu796L3Xw98akH6R3Zj1ARtt4gntwMW65BNKbJC38PVWcV34pbAVV4uddYrU0ZleGdQuBf2KLIh15Xnx/obOqQcYRyvvV3Lyt8BwFn6We+Ze2gXW2ps0FjAxuVYMtW2y5tW1YdP0DnyH1I4aMzajtvhi03rtiWxTmSkw/TPngvUvjOK43de0m23ohS0zSvvoXekf2k09soZo/T2LmHvN+nsXvvoEVt0NnFCQ6PwEVlra6cjLayqlr9zQ+zO9ue1c4NjczRwnVV1ebqeKJsaWisnzhdJBccZ6njD4/p/ytHrtVaXwCpMqO18U4ArX0KiEAQK5/PaIwdvBjNF51hdIUl1w6tfe52LAXWQq5tGYrtHRp5ockLR6xAlquSsZJlrY1ylVEbEL4FmDY+1DxSEiMd1li09d1VtPETZF8bnPArjVJKkmRoXCs1DF9v1Pz/pwnUUoMxbhB+OX+s1hsbvXd64NxYSifmG6qrzWhbViEYizyoOJe/bSl8V5RRjZXSd00x1parkr62hDFuUDh0tNL+SuenlehsP9dkmcY4r7FVDjcItPXjsZTGCiDOZ5g9uA9jvK7iHL3D+5lsTNA9vB8ZRcQKug9+GWct8eU3Ud+9F5G0kEkLZNN3m8pmoNMljhRaG0hbqGQKIx0CPThnUcZaWyfIc4NxblmdrafxYJWzlliKwo6FuY+O03ojaGzgdARbNtiyiZ6jd3g/xvhFNhC0D+2n1thKFk0uastaa4mLOVxvDpm2kFLQPbzfRx8LAQ76j97P5OYrcPEmuPxmJqcvx/bmkMqnZNeT5sDZsdj9rRcutM4Gh0fgorLYF9MaNzD+LoZBMdrKShuDQNCsJ8DCMLulcpGXy0Ws7rnKPayKz6XJcIWvqr4vhRfuOPZt/RabAOYzun1UQOJIYXJdtmyVFNrSyw2xknT6Bf28QEkFDCcLYx1ZYQYtE0fFSPlerSDAOe37lZetCME7MaTwOeeFtvRzizH+yHnf5xw2ar4tbK41xgiiSKCNJteaRhqXY2cRCISU6MJ4w1z4Ali2HDt/z5I0LtuTjaTIjI4F+KrYC8Mn17fxut5y4gOrx6Iaa+1FXX3MC0M/97ndumyzWk+iMqprZRoLp9fZ+RrrX9J9NEe1qlfpbKQEUdlCdfQYizF/+0p0ttCaTqYROJQcto+VGqyx5IUtdUgs0FgpJS5r46xDCjEsouccdE/irCWp1ek+9BWcsYgoIYkcs//yf6nv3IN1jtb2q8mconNwP82a5NSR/SQTW9D1LdR23Yxu+er9eWEoCksURThnMblfeRwU9xOSWlpGx83T2eEzkOCCxgYuHYIte+nZskII0nwGl7dxjUm07pLnGusone3lHNudo5c2mG/LOuVotQ/TObRvMHabdl2HmNqE1BlECbrXBWdG2oSPp6m4wvjIkME4BZ1diuDwCFxU5nv0Cm3Q1heSK0qvaj2NT3OU88doK6uqJRU4CqOJVbRoOPP8L+TpchFH77la5RsVKSkFwnqvtZSi/NL7lxQhztwrXwmINsM0EWstWemlzoQv8GR9kjdSeI92M1WkI3nlxtqFYpT69l/aKHCOkVTO8tr9SqT3rpfpK7ml0y8oSo+7EL6gaCON/KqAtuS5JlYSIlHmYPprLrSlbx0WRyQgiSMc3mNeGDMYg6rg1FIT6UY0XjfCPQTOP4tprAO0tvQyveoaWxW5q2r0VEXbqlW00cKio/cwn5XqrEeU28oid6YYrDoCKFXplVvSyB5uW9ygXEpne1lBVpSdWZyjKAvQuTJiIqlHSDXM305iiVJiTGONtcj6BFEk0aMiKwQ0phFS4nSOKzvApJu30X/yILWpy+g/+M9oIvKDd9O84Q7qk1Nkh79K47IrwFqSVoO5Iweo3byNOdfAOdDGobQG4R1Conxu3mFtQRjiSAycQ4vpbNDYwKVEsGUvni1baE1ctCHvUI/r9EgxF9iWVQKaM4eYPXgvxhiSOGL66hsoiFBOg/O1OIyFQtX9M5hny6amw8wj9yLLos9CRbjjRzBPHiTr9xBK0th9C7mNF20TPjomQWdPT3B4BC46oyImpQQhBkWQCgAE9fT8/akuJw52RORGixNZC1WPvlHP9PxjrTTneymRUlJSTyKUtAihyQuf720taJwX2pFLXqlXvgpltLL09ls39FKXPvBIyrICP0RK0KjHYykf81fxqmempKSRCnoCXK4xZfhkLRlOjG4wsA7rbFl3w1fyt7agMIZaBLmTdAuDFL7StzCm9Lo7nPAvJs45hHUI6Y/vjKWvy6JPThIpMZbnqc3iKywbYWIIBFbCfI211pJp49PIgPOtsbC0zjo3rEkxqrHOuZHtyx/rXHXWv3gIullBXhicE2UEg1ixxi52XfN1tpdreplf5YPSGSsESSx9wc9YUUvGX4KcY9CRBRyifwrZayPrTSaufQ6zD3/NO4+FoL57L1ltO43dezHHH/XCay1RWoepbfQO34uauIz69A6Uy3Ht46SXXY2a2kzv8L0IZ5HHH2Vy97Nw/aeYauygKxoYZ0H4sqXWOrS15FojhEIJf5FSDJ1IsLjOBo0NXEoEW3b1bVlrHcnJR+ge3o9wDicEW3buoTNxDY4LZ8s2RYfukX1Ya/xCnTEcf+QAm67fQ/vg/RjrKBw0du9l1tQQbqEtq7KOj86QAqkiJrdupXjqIeo7dtN5/CDojP6R/Uy94DvQyYSP3gu27FkTHB6BNUElYhq9oJiePo+h16fzWI+eYnQFcHz70scarWg/ymI5ikvdTxL7cOc4EmRKlikbw1DnynheaqJb6h5HV+FGIy6qNmJCSNJUkkQRWhvSeZ0IRj+/WEpIqx5TS9TgWfmcTn/NQkqEKBBSYnVVlFT4glL4riy59dX/pYCisKSxIi/7rVtrkdLnnGttMMYQRRHWijIv1IekK+Wop3FZE8SMrDwsfNaBwKXEmMbOM2TPp8bC8jorxLDw3KjGCiFGti9/rPOhs/U0QinoZRKcQym1Yo1d7h6HBU/dQGMFwtezEIIognpNEZfnm8/w3h32yQfoHtk/uJDGrr1MP+/fUHRmIW3SVxM+pHvzDUQT25hobKLz2IMUySTkOa2rn4VqTpCffJri6cM44Zjacjndo4+A9fWSpMnp3P8lWhNbmXtwPxPXPZu0thndb6NVjTlXR2tfgA8McV3RbETESpXpQZZcE3Q2ECDYsqOshi0bFbPMHvYaWbXI7j96H1PP2YFOpi6YLat0F+d8RJ0qowONNczkKdGNL0YUPaKowdEspWbB6nFbVlpDK3E0t04j0iZFv03vgS+iTx4lb03T2H0LRWFImk2s0djOKXRZpyNo7NkRHB6Bi8JintyyPs8CqgJI5+Ocp/NYJ1FErixFWRjOKcrCR8Nq88t5vxGLX+iZFhGqJs14kW9ot18MXg6qAk6V+FXXZe2wYNxoiLiSbhDSDn7yE1KUbn9Bonx+pRJizCM+Gl641Dl8C69osE9u7eD/k1hhHRhrYDDhQaF9hEkcKz+ROAnCIqVPW3EI4siHFGa5odPLfS6qkPTbXeppTKOWYJ2jpgSg6Oc+Rt73fXfL9moPBDYy83X2Qmtsdc7ldFZJOejGBOAUZeV+WerZQq2Zf6zzpbNSSJIz1NjR61pKZ8GUOuVDuKUUg0LMUaSoxdGibWhH7130Z+gc3jd4wxBA98h+JjbtINqyy5+rGL5QdUULtj0HtelqXL9Dc+JR2l//LObAkyAFjWtvJT/xFJ2DX6ex6ybmHrybqFZHZz3iya0U3TmEjBBPHaBot+kWAm2gtvNmjqe7EFL6ABIDUpTdtJylzCQMOhu4ZFltnQ227NCWlVmndHaUOznAOSLdQzY2XzBblqgBQvpFOwdG4yNY0iYnbQMhWzjrcEJjnMU57/iRUuCM4bK5r3Py658jMV2EMzRvvIN+bQJZm8VYQe/oQVrXPIu5B+9GzZzEqAeo796L2XJj0NizJDg8AqvOUl5bVRq7o8iyiNv5qDq80irarUYyUtk6Ggj2qHNmPBTQ52NbB6lYKEBnW0RosXuuCv2NrqYRDT3RzjGIbBief9hmEChbYknSRJWV+Ie/t86H2tXTZDCJp7EaM/ZXcg5tfIigdVBo7wWPI0kqJdaC0crX8HAWISXNekSaxBSFBidJohrOWaQStBoJxlj6eR9t3KBuhyh8Ia5aLJDSh6hXhbJ88dLynuzivdoDgY3M0joryvBqz/nUWFiZzlYrf/77GiHE4l1a5uts9f2uy2E0RsXZ6OzZaGx1XUtpYF4YQCBKYzhJ1FCDhCNRotTZ4QtHHClfu2Pk+ovOLHZkhViIMmOlLF5XdUGo5p5KZ5N0klQJjj/4BK3mNG7mGRCCzqMHaO15EUVnFpc0SXY/B4oeqjeHNoZURrQmm/Qe/heY3A7UETiyR+9jes9WerJJrCKEkGS5ppYon3rIMLQ86GzgUmM5nR0l2LLjnC9bVtRaRJHCjNRwQwhc0rigtqxTm5i45hZmH77XL+Q5n2I4F7VoxLF3djhDrFIfCSJ9VKFAMMHTzN3zOYQzFDIlcTnt+77A1PO/nbaQmJljJFOX0T30daLJLRiZDrpyNSa2o5OpoLFnQXB4BFaV03mm62lMPY3KgpNVAaTzU3V4pRX3wXvHV3KsXBuf42wM2oC1sszJ9pWkz6SI0GK5iqOFnGxZWHR0Iq16njtXOSwWH1+/ncEEo6TyK47alk5xQRr74+aFA2cGE4NS49e/3DnAG/xa+0mi3S8w2q9qVm29YiVI4ggpLIUoW89KSRpJJAqLwBofYg6lR9z5GiNRJNHG4qxDCIW1ln5e0GrU/LgJRy2VJEoNcmdhYa/2QGAjs5zOVvUrYiUHhd/OZ2X3M+tssvw5R3U2L/SgwKlzlmYtIYkXb7O4HAt19sw0FpbWwMJ4wxd8xEoVcVZ1KlAxRMp3MOhlhiTyL0ejrXAH15g0y7DHMhLG+Yi3qnhdoY1f4RTg+qdQvTayPoGVE5B1SIsZijyHuAbOEiU1tIjJVJPk8hvpPbyfKFLY4gSN3beQdbvEqZ+7rIwx2mGdH5sk66LqTaLyRSCOfcFSa8dD9oPOBi4lTqezwZa98Lasq22idfUtzD5yr69HJwStq28hUxOoC2jLOgfZxNWkt1wG/Ta5qnPCNUiEpJ4otHEUxlvXlS0rRJk+2Z8FVzposH6gjEVnffrxFMnWBqrh9b+ImrjqGp2DrA3JVNDYsyA4PAKryko8041aTKMWnfeqw2dScX8lxwI7WNXSxocugyhz9BauVi7HUqsEo4WcjIUUUUZlDPG54f7/pZBlO6zhsaQUSCEXjL1zVeVsNxZ/6Uojd6mQufnnqKph+2v0E4iUkn6ek2eawjgSC2kicVKhrSNNItIEslxjrX8ZMNZXqk6kREsz2OacT3mRArQ25Fr7olVl9cN2Nwd8xMpEPaEWx4MxrMZ0aHCEEMDAxud0OltPI5r1mE5yZobsSrgQOltoO3B2VDpbaINS0UiBz9OzlM6eicbC0jpb1eoY/7Avzjc/JX5UZxf5CDqZor57L70yP90iaOzcg04mBimIDTuHPHGI/sxxOjNtJIbWtc8iak7QmzsODuLWZvTMMcj6pJEk3bWXudY1pHu2IfM2qb2N9qMPgtHIqEm8aTvHC1/Y1uJP1TEJRW4QypAm0SAsXs571kFnA5cSp9PZYMuuji3bm7qGdO8WRN7BJU26cQvpQF5gWzY3DqEmoDlBlmtkacv6wtMQK0WiZ1G6i4ma9ESLKJLEjSapciiTYXodnFSoeoOk0SDNDf1ej9blN5E99gCiTNdx1R9R2goae5YEh0dgVTmT1b8Lwfls4RRHEmt9S1XBME+w0uKVhpwttkrg62yUq4IjNU6stZh5k8BY3rdY2BN9sTBK78UuJxBZVs42IIQjjsSS1++vtcqhhF5W+GtRvl1i1Zs8y33bWd/5wHvzHSm2Cgd0kOX+OJFyg8JWQgjfwk1Jcu2wxiClJBYCFcVI+v5zSlAYS6IkSims8KsQtTRCG18NPI4UylqqvvBhgghcKqxEZ5WSZ+QsOBPOt87GyidoV7neMEjVXjGn09mqjfXpNBaW1lkpGda0sA5bOnF9J6yyZpGoitwtrbPW+VVFM30DjYnt5N1ZXNQkq02hCq+p0cmHEccewZw6ihIRkxOb6XYzOof2EV1/K41de+ke2U+hLdHmK6nvvAl23IRt7qTXK3CujosbSGdpXHcZsevhahPIiSvg/q9hrAYhSXffzONFzETikOXqJVQvESrobOCSZUU6G2zZC27LaguFaCHrLe8L1hBHF8+WVdJH1qjjD1I88SBxPSHWfSauuAlUjJl7hs3PeiEzX/orFCCTGo0bbqf76AMIJ5i65jZ6U9dTQ9B79D4f5YygvmsvorkJJUPB0rMhODwCq8r59EyfyzUsx0onEZ9TLYkYz1lerNPAcswX4yqn0Dq/ujZe48SNTQKRkmNtzqp9Rq9kdHyrsa8qS6P8BJIPVuiG1fbnX/+o595aS7/QA+NeWIu2vgaLNYZ+YdCFJdO+D7kQAlMaxbVYYSxIZZECkij2K6BSliHSgtlORqF9WHi/6PsoD6Wo12KccOTGIpxCSdDG0UAigF6madRiHL5IYC2NggEeuORY6zp7Joa6EHin5jydFJxZAb2V6+zyGlvd22I6m0SK3JnBZ6FKbWGwmukj6+RpdJZBkdOuqWGiGkpCbB1GG2q2jTv6AP1Dd2PbMzghqe2+hfr0LtrHn8EJ6BeO9Nrn4UyOjFLa3S5JPIkF4kjQ6Wk6fY0QklNEJPE0aSbI4itI90wS5216rs4TWeIjTJwgyzW6FiG1HTjLfCvz06cnBQIbjYuts8GWXbu2bGrm6B99kLrM6Hz9HxFAeuwQta076R34CubK62k99xVEjQn07HE6930R02+TXnkT7UcfIp3YSX/T9dQmtiPyDnFzElebGnkqgTMlODwCq87ZeqbPlzd7OU7X6muUUUGuPNV+lU+uaNKr7sfnC3rsiIe8WgEc9ZCvZOyW26f6nSxDrGUS0S8KKHyLwqoy9fzrn++5dwh0YRFSDLor+PsftmP04dBmsJrpnEMKhZRyEIUhynzvakVBKYnuZ/T7BWkS+YiPwpLlmiTxqw/OCXQBCBDC1/WwztEvbNmyTAwmukDgUuVsdHataaz/vSSJfERBtRqoZBnBdQYG/6jRezqdVUqcdhyWGt8FGiuld3YI/3MSRwMnyHI6G0cKk2uKwpYRcFF57Y6od4rZw/uIhCJqTeKsRR9/lPqO62gLQRFPk1x5I51D+/wLgcpo7t5LP570qTQG8lzjrCWKBKZ0ZhgrMdpysp/g3DSdvvah2ZHX7dw4H1lX6qwfvwv3txIIrHU2gs4GW/b827I261CrJXTu+Qdwhqg5RVRr0jv4VeLWFMo59PHHKZ7OyR47gNUaoSLy40dJatOIvI1rTPtWtMkUIpao4Ow4J4LDI3BROFORP1Mj+WxYSauv+VSiG0cS6+yinQYWo5cVGOsGIdrG+DSO6uxVRe+lPOSLXfv8IlHVtl5elGGKZZhd+XuBYa6bkWvn22vhMMZQT5MF1z/que/nmn5u0BYkvrCdG6nuLWX5cqINSO+M0MaQQln92g1ePnzxKjDW32+Wazq9gkyDcZY48uGE2gDaYI3wnV2EXzmNI//y4Pu7QzyvOnqoZB24lDkTnV2rGgvzu7owFh69FPM1tioaaKxbgc6KM9LZrNBUbQeX1Fh8lxWwxFG06DwxtrraP0nUmaMRNchckyifQeouojZBbHu0dlyFlIrewXtwvTkQEGNoXvcc8rgFU02SPVsg70LSpJO0sMa3Ae/0c7q5RRuHtj5t0Drri67iUxyNNURSUEsUaaIGNUpEWUi60tmgsYFLnY2gs2vFlq2uf1RnL5Qtm2tDr6zNIawjUmJZW1YImBQdarpHmm6iEC3v5BDQsHPE/R4inaCIJ9CyRpT3cMY7u4liotYUvQefQqYNipNHmXzON5A/eQikAmEQtSZaa2KdIRsTY4Wfgs6eO8HhEVjznK2RfKaspKDqYgyvYSjMy11bL/MOg+Hnff0JpSrvsJ8gFvOQL3bfi02g1b6dXk5hHJHy3QF6UtOsJd7hIHzV/0gNi83ZeddurC8YWHnue7kmy80gP93fj0EIiy5jAiOpaPc0xpZ56NYRCQGNhE4vJ40VaRKRa19tW2uHkwaN97ZHkSJSBikFeWGR0qEUJFKBAqkj0kj4CuixIlUSZy31RkI9GZe0UMk6EDg9a11jYaEj90w1lqr1qxJlAdTzo7OznYzC+P+PFNQTS70sVGicXaix1q+EJmqoVWbQ+tDrrDx2gPahfT7FT0Zs3raduaeforFpEzVVkM88Q/bYA9i5Z2hc81z6jz+IU4rs2GOku7cxlxuEgEJNkKkGyglkARKD8a8m3gZXfhzAIvBpK7VYEUmBtQrjHI0kJo0lUgisgHotJomGLypBYwOBlbHWdfZi27KwUGeN0Sglz7sta6yjn2u0cTjnUwhnOwVJrBa1ZXGOzcVj5EfuR6aSAkHrmluQm69HzDxC5/B+tAAhfa2NzsQ1bNlxPd0HvghGk26+HH3yaYSKcELi8h5Fewatcxo3Pp/ukX3YwiCUonnD8+jXpsfGJejsuRMcHoE1z7kYyWeaK34m2+ezEs995QQY3+bbccVRRBR5b/Viq5AVo/ftRdygy0r/kZQYK7DOoI1P81DSG/jGaLwfXpNEPszaH3f8BqumAXlhyLWl1y/IC4cxFlNeu5ICEQmMg7wo/EReWAoE0uWDazfWoYT0XVbwHRu1thjnVxLTRBIpH55e6IJcOyZbCUIIernGAbEUNNMIKRUOBq3eqn+yzJ2vp9FFy6UNBNYzl4rGOicH0SFnorO51uSlsSyFdxYU2pFpQ1ZqLPjCz+1ejnFl/aHcYK0ljsavcbQxS14Yuv2CXqYRQhDnM3QP7wPnkEJQazXpPvBFWpdfjX78XmYevx+hYiZuvIPuIz16h++ldu2tGGI6zzxJUnuExu4tzNkJhPMvHkk8bI3ZywtqqQJiCu3QzoHVpLFEqBgBKBkRly3Ak0j5eUkIlIBaMryXoLGBwMq5VHT2bGxZ8DrbyzXgbVmHICs0tmCgs+fDlsU5tHWDaD5RpvX1swxjNZN0cUUPF9d9cWfnmFI98ofvR8rqLI7OoX1MNSaZefQ+IikGKYzZo/tJb9rK7KYb2PTC76C9/ws4lZCfOkbjprvoHtoPMfRPPsnkDXcy+9A9JFfdAs5Rv/pZ9HfcBiNDG3T2/BAcHoE1z0rEe7HJYH6oHZhl+4mfSQGqxULuVuK5958ZXrgUEBdzyH4X1ZyAxvQgtHB0FbI6ns/HBvDH7PY1s90c56prNTjr0E5gtCYzjkhKlPDOhiRSZWFQP5nYMpx5FCn9/XX6BdpY+rmm2y/8vkr6biqAdZJOT9PLLUVu6OcF2njHSC2JqKURsRREkSCJyi4GQtDPDRHDDjGR8oa11t4ZIoUiLUPYC22ppYpGEqGtA+frfNQTX+zK57bLQa/51ciNDQQ2Gis1kOd/v/LClHnZlDorzpvGzj+f//nMNbbarzCW2HntAxbV2dGOAEl5iLwwdDNDp1/gHCRR2XrWWhLdRmVt0jTBGYuOanRla6CxUkqMNShrx3S2+t9KZ6M0pptpcI5mNgu4gWEtXUEyuYXuwa8TN5rg/LzReeSr1HfeRHb0YeJN2+gceghnCkScIvMuTjURyo+tdY5ESd/et3A4HI1aQpYbrLNEUUxU5qdXeepCCDYlCqmqNBYfRh40NhA4OzayLVvtN6qzZ2LL9jI9SEsZtWULC7rQ5NXimRLnbMsKHDJaaMtq47is/yidg/vKxT3B9DW3cDzdSc1m1LZMIZ1GxSlZu0Oe57juSd86tup46JxPHey36YkW/annMnXXTmR+CmkcfVWjdsvLwFlM1CC/6naaO/ZC9ySqtRk7eTnJSIRN0NnzR3B4BNY01Zd+PqPivZg32oerDUPtqrA4Y6vPLp4/uJJCSoudTy5RJHP+tVeVo03Z7Ds++TC9w/uJJOhI0di1F7njprHcRGMduTaDQlLGUHYCsD7/sChdwQqMlWRZjhMC4aDTy7HOkcaRb9HlLGmZ9pFEEpwc634QK+88mOvmg/E7NdtnppMhhS8eGMeSSCm0qUIUHXmh6fQMzjmfDykMSSIBhTa+K0BeWIzzbRlzrVHCvxDkhcY6X1VQKcjK88aRpFWPB5W8Ezl89lL6yWr+MwwTQyBwZqxEY2Gh7oEd5GUDA8dHs5acs8Yudr7KETGf5TTWDrSzjH4rtbO6rlGd7eV6rCiqMRKw9HLtHTulzhrjSCJJY/Yg3cP7qeUnac8cp3H1Xnp9S/OqG7Fbb/SaFUmKykFSUmkseId1PzfE/YK5To7DoaI6zkIkfYqfFTHgVyOdjJFJiu3NQRQDoDuz5Mef8A6JXXvpzrZJrmiiC4cwGqViomios0IKnLUDnW3WImqpj+zICl12XPEvJ3GkgsYGAueBjWzLLqezK7VlO33tI860HdiyWmsK7XW32/f13Hw0rzonWzZWiiRxSMGYLbsp7tF5YB954YurWgvtg/uYfs5WGtkMvYNfRTqLVJLarr0ULsakk94ZJQTG+BRGpETUGgONNdFm6pNbmbgupnt4P7qbgRA0dl9FEU9h000km64aDeoIOnsBCA6PwEVjMTGu8uyM9X2wxw1st8CrvZg3OtcWY4YThLXW51gLR+T8WuRyeZOna6e4mPcbsXhM4nz7fLQdl8xm6B7xzg6lJDhH98h+JjbtwNU2AX7SyrVGWeFD5qqJUVuMNWXLRoExDm3AWo22kCYSrR3dXk5fWyYbjl4mSRNLLY2RWNIkptVI8N0PGFvBs2UsYGEsrpx0/Iqj715gI0FRGGyZ5tKvnC7eb4G1DuEcSjkEFhxoo+hm2hvRkaSdFd4Zk8ZlKCDEUUzfFf7ek4g09u0opXBEkSKOxIqLaQUCgaULwBljF3FiLNTY6hjzdS8rDMaYQTvpKrpZG4uS6qw1dqnzVYXk5ndgWk5jc22RwpIkcmAcL3ZdSnl9dVIMi+9Zh7a+M8y4zjpatL2zQ+TkJ5/GWMvcI/dSu+52Zh/Zx+TkNvp2kkgKmrUEhBuLkqjuscpt19rSokOkO9SjlOjKayiePIRsTmCdpXXts9EzJzB5QX3rTrInHsIg0Noyefu30G+3qW2/iZPPnKR25Y0c7yfk5fzgiow0jamV9x8pgYyiMgxcEseRr8/h/KqpkJI0lisqDBsIBIItuxKdPZ0t69t1i7LGkgNnKMrICZwY2LL1JCIvLLX07G1ZY339It99xduy2hiSrINxw7TtVmyIydks58hmn2Fy1/WQdSmOP0F25F423/mt9Ixjy3U3kT39KCJKyLo90qtupJ9sIrIFUsBU1CfJu9DaTu2Wbaiii6q3MOkUiQjpKqtFcHgELgrLFdostKGXLZb7LBYY4ot5zJ1zmNKgH10RnL9CeDZVj5f6jBQSVhhCWHne6XSJlBhftXQO22sjSodHJeCUlfFH7wV8SGGkJFL4MGU/N0ok0CtyCgM2h25UMFGLMRpOzvWoxTGTLain9fGXoPK/SinAkGcZRqTkhQ/3a9ZiMm3R7Q6FAaRkrt2j09W+2KgUqAji2Ff67ucgZHm/wpIXVfsyXyCvk2uiWCGVQgq8N19ItDbExtB3PhxSSmgp78WPojA5BAIrYakCcOBXzPq5Pq3GwuK6Z6zzzo1lWuWdbWX5xT4npRzoXsXpNFYIiGS0INR5/vF9wVCvp6fTWWEhKtrkONA5Ik5pTW9F4IgbKd22JG/PMBOnRFIy2YLNE/UxjVVSDnRWUhA9cwDz4D003Sl0Z5bkpjtpbd9BcfxxisZmirkZmjuupH14P30dkVxxA60rrkdbwamZOYxxpBNX0mvcwDFTI+sWREIgpK+R1O3rsuaRb+ttHV5nrSWxlr4xQ52tSQTBCA8EVkKwZVemsyuxZSlb1krhsNaAE0gEM73M27IF9NFM1B26WLktGytDnM2gihyD4ni/hrMRSgnyrEOuASlwIkVrhxSOadmhOHkMUWsQzzxK7+F/JHMgbE591y3k3VncsUMI7Tj52APUp6YxqkbrmufSnrqarPBpjK25g2SP30eOLw1d370XfdkNfuFPnd/uPIHlCQ6PwKqzmGfZh0MPc/y08eHSCEc8Us1+vkhb5wsnVbnH1WedtYNcOim8J9yvWA2F9myqHi+Xg3km/diVlIjGBELKeb0IBbLewjGcSK21ZLkeFOf09+0GrVmN9bmG4H+fZZrcONqdgtlujtaOWEs67YJmPQISnJUolVNP4kHuurW2DL12GOvPoa2gyAy9fk4cReSFYbaXYbT3xvczTVE4tIMIgbE+CgQLvcyhpCFOJEIqOt0M5+c0jLHEcUQiJbEAgSMrhqu3UgjfTt24sh2i50JUND8dIZcysB6Zr7N+ddD61DHpI7VybXH4Oj+VsbqYITxfZ3PtV+Sc807Kocb6lrEVZ1tZfqnPpWXBzJVqLNHi9zN6/LwwaF12SbF2TGeF9ILlQ7cBBPVIIdQUIHBJg+bmy+gevhfnLPnsCRrbrqVDjV6uiYRCqRwl5eCYcT6Dzjuoegtck83yJPLEw2yfEORzDpd1ELNPMXfoaxgtmLrlLmbv+QLGStKrroe05Z0Ys7O0H3sIJxRTz3k5h/VldDJDnuc+GkUI0jhCqMh3L3AW58ZNPmfBlP/83XmCzgYCpyfYsivT2TOxZX2EhiBNEnRh6GSGdqdgrlfgjEP3Hf2eplbTGJvg6svbskoqGrMHOfnQvYAj72u2X72X42oXz8z2B7asMYZGw7L92msRTz+EfeYYaWTZdPNtzD5yD/TboCK01nSP7CPedjVIRX7kbpwV9E8cI9l+NbOPPkjUvAJEiyYd+kf2I0RpoQvoH9nP5KYdFHIqaOwqExwegVVnUU82ladXeAPUWLRxiMKCMwPv+HxD1Vj/OW0spvRCe2+0Qlo3KI4USzkI6YWzr3p8umJQZ3JMnUxQ27mH3pH7EHgVauzai6tNjU2kPrTaYbWj3fMFl9I0IYl8t4BWLSbTxvcCr8X0YsnTM11fdMn5qvr9TDNXWCyCRkMQ49DadxRolN1Nqn9ZYcmLHPBFRsFRaItzhl7u8yizzBfV09qiLSRK4coWtLU0xgrKBy1wuUbga3IUziEVWHx+e5pEqEj5InnSv1hEDqJaQl4YvMffhz9WI362q8Znw0qqlQcCa5H535Ph98d/LwttyvxogZXDloLzDeH5OuuVwRuoSSS908Q5lPAFhCtD/Fwqy59pcdPljgPjLxKjx6l0VkqJMbpsL+t1NhLQaNTKlB1HrSyUHCtJEm8muu4WimOPkT20HxmlNK/eQ54XIMoXFUDGgqJwdHoFUVOQnHyIzuH9fsVWxbS27UB0jtPd9/e4fhvV2szks19Gcfxx0s1XQFQnO/YotjuDSFv0jh7CIsnqLdJrnkN6dZPcKZ569Ania3biXN0XzsMhnUSVdY5UWVCvKtLnYKCzlZOnSuUJOhsIrIxgy47c97yUw+pY52LLah3RLdpYa4mEQEtw2nCq65hEUKv51t9aq0VtWW0sNX2C7OC9COed/cYa2gf3k96wiUIrssyRxoKro6fpPrCfE7U61117LZnIKURC/9jj0J0hmroM0z4FDoS1JJu2kc2dRBiNlD4tW9gCKVMi3SGuTxD1OxBLTDmvSOmfu8vakEwFjV1lgsMjsOos5lkW5S8qoVJS4JTfPmx1pYbFnco2gf5FWvmWg4CU3qMLDLYJIE0iLzTnwbt5Jt7vpRiIz+YbqLe2Qd4hbk6Wzg5X5hk6BH48kkgx283JMo1SCkeBNZJamtDNfPeAOFIYA0kccVmSUavPsjWtYazG9Nr0XMqcS1CAs8M2s5k2GOOLjea5pt3LyXJDFAuscTQaESDJC1fW8BBkhfGdBqzDOkduIIkFSnkjWwHd3JCkEQKHNZokjqmX+ZnOObSzRBHUkojCOJSwpGV+e67tIPS+Cn+s/mxWqx/5SquVBwJrkfnfk+H3R5S52j4iY3RVP8aNOQN89yRbFgn2OlsYX88nVlXhT1+UM4583YfztYJ0vnQWfFeTqjliEg87jZgyv9vaUm+Eo93LKQo/3+hO3xfEExLnDEoqIunbHdqtNxELQX7yWiYmm7QP3ou10LePsWX6ctLGLmLTQyUTRAjS2VPo44+hrSDLDM1NTfLHH8DlXSZuvgtwxJsvp/f4AR/xduJJJm95MdmJJ1G1BhZwQiKdAXyLxZkTs75doxKkRQfrEpI4IpKOrHCDcPEoKufA8rlVzzzXliiKBnnuEHQ2EFgpwZYd2rJCiDKKzEfiVc6Oc7FlhRAkUUQtVWgN/aIg05T9Zp23P0s7djFbtptrposZilzjrCNOFAJfXDTJejg7QVYYLm8auo/sw1lHo1ln7vFHKB49ALUWybar0f0OIopQm6+ErI+qNcizvg+NUxHO4jtixSlGSGS9RT2JSOUUWghEGR0oyjAPkbYo/0xWhaCxnuDwCKw6i3mWK693VgwLNKVxNMjbjiI58EbmhSErhj3Aq5VJ8DnIle02mk94vkO45r8UCOGI8jlsr+1TUmo+5Hkx5otPkUxBMoWIJaawg5C8fm5wziKEX2HU2qKUwhhD10Bfwkw7K8MnJZnu0YglO8wT5AfvRfctW1oJ2YmnOJ7XSIVk+/XPYi7ajXVgrKGf+3ZgQkq6/YK8MPSzgsI4ZO6rg5+aU8y2+0gpaNZ9gbskFsx2cl/ZXxsiKciLaiVRIhWISKK1JUoUfQ1JAo16gitfmpRUOCfo9AvSWCHwhQK9MTCsFl5V9JaDFY/VEeilvO+r6ZUPBM6W+TorpSRW3kFRaeeoxgohBjpaGbF+ddIONFZKSTSIEWBwXOCCFLmcr7PW2RUXLR7V2dG5oJcVVNpcaENh7CANx1qHMb56f7+M1mjjVwUV0hf3xNKsxeX9bkJNbGfmkX9GGANSEUmJO/w16ltmyPoZU5M1iqcOkscp/VNPk1xxE71MgrMkm7eT4ChmjiKspnvsMdTENL1jh2he8yz6Tx8mf/pRatuvJj/5pM9jlzGNq5/N7DMnaIg+tTSmaxRF3KDXtjRqgmY9JcoKnzopHM6Vc5HzHRWq5xwrXzA71y7obCBwhmxMW9ZvX4kTZL4tO3qdo2ksZ2PLppFkspF4jS581NxcT4N1JGlEFCmsdcvasnmhqaU1XOHQRpMVln6mcVKiVQo4klhAv02ea4xzYDLmnnyCqZ17yI4doXPsSSZ234Lt98iQ5FmbiSt3IyKFy58h3f1s7KP3EU1eRt/FNHfvoa8mEdZRJFM0du+ld+Q+cN7l3ti9lyKZChp7EQgOj3XOes3JUkoMVtzGDGXhBl08huIpBgZpJbCjBZsqr7mUfoXRcO6h0CthNEQsOn6Ak4f349uKS5q7fXtZX0V7/BlpY8kL7VdYR6pVa2NR/RlE1sbEDYypkxUWgXeoKCnplxEYUkqEs2R5gYpj32awsKhazpMH7yaKJFObp+g8+BWssUxO76JjHMVj9zP9rO08k9f9JJtDYRyZNmS5KbuxCIx2zHRzCmuI4ggHGCdwiLJdop+4szzHCYs2kjRRWAS9QlOzkkbDrwpPNRJy56gnMYmSuEjSUD6EUVtvaFcvXNo6Iixp4kPrpZBn9JJzPlkuxzVw6bBeNRYW0dnURzdICWmkRgrplVFUYtyIrXR2VGPnd0mBC6exMNTZqgWuw7ccjJSkng47nsx/RovprL8vv9qYl84OrR259E5bW/6+3ddkuS/wWhQacCAVRhty7VCqx1QjolWvsXt6gpP7Z3DWIqRk01XX0T7xDLUtO9myucXcv34KjCZqThHHKZ3D+2leewepMoj+LNnJo2RPPgJFBlZT3/1smrtuYe7rf09t17OpXXUD/aMHEdNX0qhNkFx5E9ZCeuheHI48N1z57JdyKG4y1XS0ar4NbSOt+1pQ2iCFGNPYtAytjqMI6yzNKA46G7iorFed3Wi2bKENukzd8xEWw9SHM7FltfZRKVqbQfrkmdiyhbE0U0GzUaOWKvq5JpIC7QTNhiKNlU/fcz5laClb9kkTsePymygO78M5gxOS+s49PJmlCOdtT5M0QIBzloIIaQtmjh2jefXt2NyQ15uI665DF4ZmLSG3ljht4XY6KPpMXnOHv76kQTeZBOdTfCIsduuNTGzaAVkX0sZF6cwSNNYTHB7rmPWakzX/unNriKOyWFIUkSZqzFM8KvKVR3K0/zf49cZqPyUv/OQ5+lIQ5zPMHdznX9ylQDpD+9A+pjbtIFMTY/fq88TtoC94pEAISaIE6amH6Tx6X9nT3FLbuZeidbXv7e1AW0uudRl+LNA+5o9Ov4CyeKAQbfq5IXUO4XweupUCITWFqKOkIyo6OFIKA7kxFIXFGk2u/WtPkZtB1wI/vj4UL4qqquECVxYTbSQJc72CWEkUgr62KCHQsb+veq2GihWTkUKVoX0+B97XFalWFasR0tqQC0EalxukI4kvjkydrzoCgfXLetVYWF5n0zgiTsbvo/rbrlYbq22VzrqRbaNpIRfyBaXS2UH71rKbiI1ceZ2uDJ0ef0YA3b4e6Kx1jlgJokgMIsl6/YJc+4J5aRKRl5EdhbZo6+sHGWvpawMIJL7Gh7UOo+EUBZvjnE6nT7T5SpwpQEqKbodIWZJGi+zph0Frfw3G4nSHtDZFmihO3vcvXP6sW5n92n6EinA6R6iI7uF9TF5+HYYIKyR5p0cxfTU4TTx1JfncKXoP300yvQ2co7F1FyeOn2DLtZpTskFcOrIqja1KPlcjJIC8sOULVbWEHHQ2cPFYrzq70WxZay1ZoQca64uA2kFL7pXYspHy6TyyTOtpdwus891XrF25LeusY84KIKdWS2g1Iozz11BLFLVEIMuBLIwgNwZrHIXW5IVFOF+nqmcsB+xWtl/zIhKXoUk5lMVIV9avso6jnYibrnk2px65l5kTM1y5+9nkJ5/iscdPICPF9ObdnNTTCCmoo3xnQSCSkqQ1zVymKZRFOUHqQIlxW7avJlGtKZJYXZSX7qCxnuDwWKesxZys+cK8VG/ysXSOctXO2OoL6EhjRRIvngtune9r7ovmqUEhpyQeVsGHC71C4JC9U0S9OUTawvXbg8mqumhjLFl7hqLZGEx4viCoxiEG4YqznQIpBFuSHnMH95WzoEMXlrmD+4hvnsapCZqyi81naSYNjlMn14Za7EORnS3QBvLc0Etr1BAU2mJJEFJ6L7ZKENpPSD1Rp9/zhaFaqkuj6CBqLZ42in7u0Nr5HPVynNNU0rdlOLf1Lw4OaMYRhXXUjK/joVJFM/aOkE31yIcsOkMcxdRTNRgDISDLNdbZ8jwOKR0i8v3RR7nYf9PnI8c1sD5Zixrrr2H49wiLhx6fi86OaqyUcqCzcSTGVjBXYwy0seW9VA6P6p69I7aXG5Q0Y11mcm2xrqzdIaHdLdDGF0mOY4FAECvfaSYvbFlksGwbqQTOWpSQyEhijKEeS7TxxZx1btFlgVZlJKY7x+yJE0xuu4b2oX0I56i3mtSu2kPWbhNT5m9b6+tvSEHSbFCb2sTJiR3kRuFEhErqWKtBKpzWvp3i5BaSrTvJjj1F58knsKZg07Yb0Qe/DFmb7pMZAJ1jT1C/7nawPZr1SeLItyXv55rCGKwVA41Vidd1U9ZvqbjYf9dBZy9d1qLOXjq27FBjq4jb+RpbaEunX6CEWJEtmyayTKHztmwvK3xNEuHrtSHBFAYlBEkcY61d1JbV1tJIFb1ME0mFVH5cCuMLmDor6BWWSIHDkhWGojCkscQ5S6bBFN6pkRvDo5mkNjGFyQ1XTRgS28ZFTQ4VAhA8Umxj83UvwZkuT7cmcZsdUdElaUxwVNeRxjBZS6ilkY+CDrbsuiM4PE7DWv0DWWs5WfM93cb4cOBKxKvw49HrsyMTRiWupiymOb+ftpJyUMna2Crf2A2KP41OEBcWh33yATqH92NLr3Rr9x6EEGUrLO/scEKiozr9XCOEII0VOEhNG7I2stZiVjTRxhJLIOsMilppY30uoTXQb1O3z9B/9H4i6RBOsOOqm3imvsuvOXYzDJD1Ne2s4EkZc/PuveSP3kf71Cybdj+L7MRTzGiFkorG7j08UaRoo7mKo5x64F60NkRKsXXXHh7It6INSKAWR7T7OZShif59QGKdwDrHXKaJhEBGAmUFCRIjoVWPaDRSP3krv5qcRIpcG9JIYoF+bpDYqsIXxlpy7TsJCCEG+a9VEcTTsZRBMv/F0JZFtapjny4/tfr8aKvNwPlnLersWtNYGNfZXJtBoTu/omYGxeJWqrOLH3+hxiYjeeerRV4YCj0s4FwUGut8+LiSCm0MzjqskmjsQGeN8eHQValji3do+L+vyBcW1X5l0geJ+Ha0vdww2YippQna5ThnSZIEaxyznT7WwlzfG+/NekQSSVrNFNWsoVVCfO0dSJtDUsduuozo+GH6TzxM/YrryZ8+grI9jLbUrryBYuYY27ZN4VSd9PJryI8+jFAJTuckW3ehC0N6xY2cfOCrmLljTO2+hSzZTNaeRSERMhpEbggc0mpEbZJmGgO+E4LRDoegKHKiOMJan54jpCQt5+YqmudsdXYp5xswduylvtNr8Xu/UVmrY73WdPbSsWXHNRaG31lrHVZAbr3mCuEoHAON9VEaZdcYJcisw7iyMKnxThBtHFnuo+Kcc1CmnsSR7zKjjcMVOUJERHKhLdusRTiqFBmDEtJ3t/L+CaSEJBJ0y4jkmU5OXlhiJRAOKDtSCSSNKKKdF0wJuDI9hn7kPn8MIbn+8ht5MN/KtrpGmR46bvB0JyZ3jlqymUmRIiNvyyax131tXbBl1yHB4bEMaznMbi3lZM33dBvrfG608f3IgUH48ej4jX73R/MYrVs49jA0zke94UqxqhOE6M/QPbIfgc+9dM7RfvRBWlddy6kjDw1ac7Wuvpm+bJEX3ssNUD/1CO3D+wZWYXr5jeRcgVaSfq2G9X3JAIcSYBCktYRT9/4rSjqUkD73/NEHuGzPDmZMjamJGnHkeMZCFAksgsfYwVV7t1ETPdqqTn6ZIdY9SFs8kScUxrE5yZi9fx+mMDjnKNDYw/vYvPMFHDhlSdOIXEMtTYhrEZGyxJEYeK21cT71RQomahFRTdCoSeppjFS+eClOUEsSH0YufN/1WhIx1/W9zw14g0AJX+gPbyzkRTFYZZASlEyWFenFvqfAghdDgKzQWOf/ZpQU1JJo0e/0Wv7ubzTW6livJY2FcZ2tDGUAmxcDnXWuNJzV8CKX0tle7iMchqwNjYXhvVbh3gA96ygKQ1S2wpXCp2EUZcoJ+CgM3/5PUmhLlud0u9rXILIghcE4h1TeiJfCb89NaZAXPi9cCjnoTCMjSxLXmOvm4BxZYahFimvUU/QePEDLzFDMPEN95x5mOpZkehf9dCubJvtMP+8b0XOniLdcgT75JM2tOzlxzz/Q2HYF5sTjpDuuRdQmiTZf4cUunSC+/Dr60SRPHD1MkmxlcmuT/swJ7I4dSAE0NiHrk4iZY36wpKR2+XX0a5PEpfZqY8nyvs+jF5Is99+xqJEQK0E/L3ynrHPQ2epFEMadb4U25NqMRAItrrNr9Xu/EVnLY72WdPZSsmXna6wt64lo4yPMHL7ofBILnFMU2tum1vn0PN/Cu3Js5PR6miiSaOcQrorm9Y6CXFs0giL3qYKJ8u3BExX7Gh64RW3ZJBI0azH1uiLPtI9eKxfZcGU7cavJ+hq079iSCUiUpNMuUAKu3woN14eJSVoNg73vASLl07S1sfSfeJDn7jI8c+hhNm+eJJGWdPvVPCZ2Ulg7sGXTOCaKBEoppHTBll2HBIfHEqzFMLtR1lJO1nyvpXPVdbmxAnfVtaoqHKzcLqUY288tNulog5LDLgJ+f2+Yria218ZZB2UBOCEE1miKxmZaz/5GbL+NjRu05QTKCSLljcqkmKN7ZD+RAO2gKDRzD36d+vWTzBZNjsuU6R03kj96P1IIEILm7j0UhcG7PmTpQQclIXU96mkTiyQSdaSI6GQa5xy1RNIVES6ZoJM7jNPktkHNSFqyDfkcdWV4WmssDhX5FBVnHZHuYkl9KGCsiLSgFgtyBwaf6pIXFikgjSUqkjQaEY1aQiIBKUl9MieNNGKiESOk9/hLoci1JddlK0tX3gwCISX1VNLPLHkx7NAiKDsnLPG9W+x7WmhTVvsWgxdDvwLDwGEzWqBLqfHvzVr/7m8k1vJYryWNhXGdrdqNztdZV25TSiyrs9ZanB0a3mtJY4FBd5jKUZprWxp0pYFuHLbsPBIp4XPObdUSUeJw6EIzM9djpqtppDFxJJntFmXtIYWxoLWlUYt8tIeD3FhUmfKSpIpESkChtCWaiEjjmHa/YEeaox95AKWgH0+RXNYgb88wtecbeTybYGf7AP37P0f71DPErQk27Xk+avPlzHzt70i37iY7dI9ffbz8OvonniTechWuMUXPpcw++RSyntHv53ScoK1aTKVNGpu2kzW3E225is7h+6hf1kBiaVz7HHqbriWKpC/qV7Zl1Nr/DUsh0MIiECglyraQRRl+fXY6a8tOW9Vb6SCl02hy7fzL0aAGgFugs2v5e7/RWOtjvZZ09lKyZV3plHDODeqFCGOpJQopBIVxCARCeButsmVNWd8tjQVZYelmBXPtHr3M0KinOKCfaaSAOIlQwneCkg6yMnUmtw6FI44laRz5KLslbNk0iqgnpQ4rTV44IiXo9HOyrGC2o+nl2qcGJZIkUVxRL5C1HjtahqcfvJ88z0mThO3PuomnlNdCH+Hm2LRlAnf0fnZMT6Af/xqRNNgnvsYNz3sVj9VvINPeuTHRjGjSRfWPI9IWfT0RbNl1RnB4LMFaC7NbjLWSkzXfE19FPswv5i/w4ze8bomU42HVSnrBqOjlelC000hv0I96wRdbBThdSNh8QTiT7TapY513eFRODykFaX2SLJrAJJO+5RZllWalfFXqftePhxNYq8t8T0ti+rQEJL0uRXoZzWe9DGn66KjBjG3QMG2EKJu4O4FUPq/eJXUEEmd8KGEcKTZFPuxSlJN0URYQVXGEUpbLsiOceuhe+llBun0r29KMo/2kuhWEFOSyhnGWXBsakeCqZsa061CkDZ7qKnJffw+H8M4SK3BOoLWh1vDh3zjHRCOhXvNhnxKBs47CmcFkbyVo7co6AYJYQawUWjmcKFdgKe+VM/s+Vt51EIMXQweDAlmM/n6RY6yH7/5GYa2P9VrRWBjXumoVcb7OVv97Op0VQgxW58+Xxp6v7Xlh0HrYqtFIgRS+fkgSlSHO1patDf3qoxC+nawQvrNAluV0+316mUUKQT83WJshpGB6IqVei3ES8twSK0Uhnc/DdgKFQEpHqnx7bWsERfnSkyaKOJKkxQwaNwztVjFOxJgsp8Ec2aP342aOEzeaCGPoPXaAdMsVYAoiYdGmQCY1XNFH2pxTTxxBTF/OnK4xXfN58FM1x2wmKLRjVkTM2c3MzSk2Na9i8sbLwPVQjUn6talyLMA464uuajPIrXdlzZE4koPVx0iJc9JZN9g+/ovqfMPfDR1x4w67lZ0ncO6sh7FeKzp7KdmyRdk9paJy1sRlxfjIWrQWA3uqsmWFGJi/FNo7ZvPCO6DnOjlxLFBC0WzFJJEq41kERa7xDgEFTqBiX/QTfLvaldqyCEORF/Qzw2xbkxtfj65KM7k5fYbOwX1MRJrswSfYsXMvjz9j0EVB98QzNNMI2ZhEWI1TNZrNGtFkQu/4k9RqCVGz5RNpnn6Qy69qcKKxm3otojFzkOyx+3xNPCFIrtpD3Lwaa4Mtu15Y1uFx4sQJ/vf//t/83d/9Hffffz/tdptWq8XNN9/My172Mr7zO7+TzZs3r9a1riprKcxuOdaCl26+h15Jv4pkR75VqmxZVY1fdd2RWlgQqppc+rkmy4eCLITD2iqcefG8tdOFhFXbklgtGeq11HZjLXnk+2p3D+8HV/bV3uX7aksgkRJBOZGUN5tGklqqsPUahoji1BzaaFSUskm0eerAV8iEN7yjm56L3nId/cwgnSWPWmy67ln0Ht0Pzk/AyZV7ON5PsUL7sD4BPtTQ57cXxhIphRWCdjdDCMFlaU77kf1obbA4jh87yeVbt7H55CxPtTWRUkQ7buSh445uzzBVi9jbPE7+yAP0E4W2jst37uEhvZ12lqMLg5ASLcC2LbXEhybWkhhRhgsq5UMBAZRSCGspyhzHKl/VlYGitVT5FU8hEFVKTPXcObPvoxj5RfViWE041XMd3b7QyFn5uQLnxnoY67WgsTCus1UYcsR4B4CqqNzpdLZiKY2tvieLdKA9Y908k+2qqvA/cq/WOiiN8er+Kp0FMM6Ph6+jBLOdjF6/oN2z5AaicgUuK7TPvzYOIaFVi+liQDrqaUzN+YgSARgH/ULjMu/QjqRfDSy0xQmBiRo4/HxmrEXnmiiKyV2C6bXJi4KJySmK40/grMX252hddytC+vx3VWuCzukceYDG1bdgjh6m7WKarg2NHeTawcnHmG5t5phtoq64iYdOOJo1Q6wMWZyyqTFBPYpJpV9BrZzvSjoK/Fj54Roa3FJyXnRWDLaP/0LKatt4u835x14P3/uNwnoZ67Wgs5eSLctI5AD46AMVyUFEwmK2bBxJhHDMzGVkhaXTM/RzC0iUtOS5IQdqMQgSmvXY12Aylij1KReiLMIh8SkaLnfeMbRCW1YJyVSU0YznmNqUcOiEpBAOoQ2XxRntQ/vI+gVTTYMpNL3D+5jeeSvHn36GU6c67LpqB8fu+QekjJnavh3aBbbWom571G98LrP3/AN55ziyMUW9uYnJK7YSO0X22H1+kbO81t6R/dRuugwbtYItu05Y0uHxvve9j7/8y7/k5S9/Oa997Wu57rrraDabdDodHn74Yb785S/znd/5nbzmNa/hLW95y2pe86qwlsLs1hJLeYvne+jraUQvKwbhft6AXXz85nujrRsW7xzuA5GKfOcQwcDw7WUFcaQGX+D54Vu5tr6o29g5HLnWmHGH/LLbq3sD0FtupDmxHZe1EWkLU5vClYWZqrzvOJJlYSFITz7IqYP7UN3j5LPHmbjyZqytMbn7eo4d2Idx/oTOWeYO7mdicitJNImTgjpdVH2Cyb0vpMg1Jm7wTJGW+ZM+T1oJSbMR+xVKYzFWEUlBp+9z2/PcYO0chTEgQDiBLgqOHusyffPzaPYkk62Y2XbGtcBhkXDNZugdvo9ICLS2FNZgDu9n67WTPNOGPNe0ajEIhynncet8QSolfEqLcz780U/mAiW9+KsyTESWhQd91wQvRbXYv8DYEYOjco4sxmLf0ypUdPTFUElFzDDvUVWrGYscO3z3V48w1gtZbqVzVGeT2P8uy81Ae2Dp8Zuvs4W2g4Jq/vdeY5X0BZi9E0GWdT4McaTKzgLzr/fM9XSp7cPmt/57rKwvmCwl4Hxbw+o+a0mEUoIsN2SFQQpFr/AvFlVdD6V8Cp6zIBQ+19r5MaunMUnsV2cNDqVi337XOZy1OGMprENaQZwohLE0a8ob4naS6etuoX/kPoR1OCeJr7yBR+YidtQbvnhozxcojVtTOOcL+G166ffQfvirpFftoX3w60S1CWYfO8zUs1+CS7cyc/QIz5xos2V6isk9d4KMMI1dfO0pH+VXuLJwopDI0slRaIsUcmBYx9F8nZXnXWellMSKwTmN9E6VWClwPk+/+t1ixw7f+9UjjPXiBFt2XGMFvnaGWcaWtdbSy3zxUW0sufFRG7nR4Ly2UhZjzct9kkhhhK/JETtXpsoM0y+tLwqyIlvWassO9xjtQ/dhjCY2cMtVN7Ovs4WetEyoAoSjXo8w+KhAZy2R0EgpaLYaPHn4MLZ1BZu3bqb7+APUp7dhjz6A6M2SHf4aE7e8lO7h+yjyPr0jD1DbdhPWxlhjy0Kk3skQC4hMF12bCLbsOmFJh8e2bdv4zGc+Q5IkC363d+9eXvOa15BlGR//+Mcv6AVeTNZKmN1a4XTFb+aPTz2Nz2j8quMX2hvwQvhWiKMeTeegpmRZlM4btlFkicoVvvkrTs654XLUCNYu3Da6vcptFMKLyfyV0SKZgmSKQhuk9mLkS3u4QaeEXl6geqdoH9wPgK5tRsUN8tlTtPZ8A7OdHsb50ONY+VUDYzRFp42bmGSqe4TukX3kxmIc1HfdwjE7VXZ+qcayQAhBk5haTZEbfIcC46eweqJQwmFVg0gppHAURTkZ64Kn+jUm9AzH7v0yrnA0BDxv915M1CCDgdtYCMjzAtFrk+U1vyoRKxoqRggfxdKqxTRSRZLEJBGD8TPW0c0K0jhCScmmiZo/vwUpo8G4Swn1NPErpiuo8F+x1Pd0/ouhc977Xk32yx07fPdXjzDWQ1ZSYGz++DRqi7dNPN05GvjvnClbtlaGtHVDPQLGdLZK44uj8Ws6nZ4utX2+zs6n0nm/grhQY3OtfXrLoPq/oigUvawAfMh0IQwyEjSTiDSRCGfpZdobp5EkigT9wmC0KV9QbNnOtSx0KqEwBmOgWYtIIohdBxc3mNrzfLqZJSPh6Tziyok+W81xmlu30+89TZTWcf02Iq7jTh2lE9+A2XYj+thhas/9JoqZkwhjeeLxJ4munMLOneDq6TqdI1/mZGYRkWLiuXWi6EoiqajFklZd0WykA42tWiQONdY/u1GdjYsOIu8idBNbn0KdD51No0U1NoklTeLTHjt871ePMNbjBFt2uN+ozrtlbNk80xhTFiFOY4xzlGt1KOmLl8axoBYJ3xXKGLp9TauhiJTEls4OZ33tn15eUGh7RrbslMro778fKXx3mKIwtA/t44prXsjDJ0HLuk+5KRxzUrB901Zc5ySNWkw0odhx1eUccxmZjRH1FhO7bsTOnUBefj2J7mH7bfpPHyS67ErozKKLDOkMOplCxglpowEmR8UpWb9HY2oaFSXBll0nLOnw+MEf/MHTfjhNU17/+tef1wsa5Stf+Qp/9md/Rp7nTE5O8o53vOOCnWspLuU/jlHOtvjNSsdv/vG9OI8b1VVLMCn9Sl8/9x5sbfSgBVQ9UWMecB+iXIXsDT3ZcSwHkQmjSAm9zAyLsOFXr5JYLvCWVscbXcmqODnbo5tpmtksWV4Mwnyti7EyQmQFNpnwUQ/CEUWqdA6ASFtMqQ754/cNOrpEAvqP7mf6hmmO5ikOC85HX+TakiiJzASJaaP6c5A2ON6NsUAaK45nKduvuon8sQeII4dSkmTXHk5oy8lH7kHnhlgKtHPoR/Zx2XNehI4UOtc46XuuS6HIXR2TW1DQ7xuSRoxzlpp2FMb4AqU4pIyoxYp+runnFofPsW+kESqNBn8Xo4aHMZA7QxIv7QVfitOttow84XM6ZuDCEMb63AqMnY3OCjFckXcjlvRo6sh8nQXvEJlsiDGd9Y4TBp85W51t1WMMK9PYdjen08/p5z5kOo4lUviWgc1GQj/zXWgybWgkinotJo1jXz/JOWQkqKXeBIqdI8dB2c42jiTtnp9XjAHtfDpLPRE05h5j5qGvIwW0pSS68iZOxFeyTT+BPnwPndmjNK69gU3Peilm7gRzB/4ZN3eSwlhSkSKv2IM99QRu7iQqjun0upzoOa6txySppfvAl/5/9v40xpI0v+tHP88Wy1kyszJr36url1p6pmc84/HM2HjBAt+LMEYy17KwZNmARlhYwm8sDDK2EdjIL7CAFwgQfyHZvEBYIFnYuoILso2NlxlPe2a6q6r3rrWra83tLBHxbPfFE+dkZu1VXV29na/U6sqzRZyION/nF7/l+0XEQC/vMAyC4YU32LVvF++OBN22e857Bzop/gsiLgSsizgXMEbRK0y7XgnCu68yOn96upZ0Dp6A3c+1z783nn2va//sd//kMDvWCbNY9tFiWeeTza6QyeEKBP1ORm09wgrAUmhFXhikkNSNQytJkQkEktqmQl2eSRrn0UpgnbhjLBsrwbh2jGuHMYLx2IEUbMvGEBPfSyUxOiJ9IFMNdaM4dcXy6R3PYS+coW48V+nw3Gc+zWBtSH/nDpa/8Xvo0Qqm6JDJffgblxBuhN55iOgDIivpH/0srhrD6k3wEVsuEfN5+tt3sPrS76c1QinmP/09xGKOjFks+1HBQ4uWDgYD/uiP/oilpSU+97nPPfD7fvVXf5X/8T/+B5cuXeK///f/zrPPPgvA22+/zc/93M+xsrLCwsICv/qrv8rhw4cB+PznP8/nP/95AH7qp36K4XBIt9t92F2e4THg/Ra/ufVzNtq3xLT9zeiNhcO1SsW2tb9L440RKSJlnm0hcCVVu6BM2nEFJgqUnCx0G/7qSm7Mhk+wOameGUXjHCGAkKJV8d+KUe0YjC2NixhZ0rhIDB6jk4K+VIq8N08QHRae+xTrb59BiSQE2n/qGCPVpaiuJxX9ViEqLS8R2QxorEIKWqVp3y6cke7gLQZvvty2Ugq27z/G+bgTiaJykTftTvYdXcTYMZ3csLI6Zm9ZcRWIQtC4gNIC6zzrowaz51mac2cIPhCRyL3PceZqQGnIc0UQqWUxL6DGMxg5MtMQS0OeKVx7fkJbXYgkUapJYDFTkJ5hhg08CYGxzZ+lVJrXNlq1lnnpBjnNfqeq1G08K5Pl6ai29Mq8bctueTnGx8Kzk4qU862I6B06P2rrGYxTssP6kFrOh5FOqXHO4aOgW2q6JfQ7qk3mtrP2WlAYjRKCxnpUuz9GpmTH2HmaxmGbkJ5Tad5eK0lfjFh/62UInqKQdLoFDC6w82CHwfmL6O3bEF1Jc+kM8dpb1FfOUh44TuU9uqlxl19lbvtuhoOrxOEy+fZ97N6/j353L2+deZ1Du3ZiWyeD0Izp7drLO+OI8WOEVIQQGVTJ6jBG6JYGIdJNU4iRiGqdIQKgpjbq0xMfI6Pzp+kv7CYWC4/vwpphho8IPmqxLKSEhGy7PpLg/ZOPZX0IDCsLMdLJJVUT0UbS72ZoKWisobZJdDSEQFlotJatmHRygokhJBFlmRICjfW3xbKRyLCqqWoLCNbXHWsjS5ZJqiwnxNSBImKK8ZGKJpTkJlDVjm8uL7B/7xfoqppyvuTVV19k28Icw1e/gZSCpW0L1NcusLpynR2f+iLVWy9iuvP40Rq6M8fqn/53zNI+bN2Qn/xexqpLYddZuXwJtXgA4S1CZwyuXmZu7xqxWJjFsh8R3Dfh8Yu/+Iv8wA/8AF/+8pdpmoa/8Tf+BkIIVlZW+LEf+zF++qd/+oE29P3f//38+I//OD/2Yz922+f/zb/5N/mhH/ohfuu3fotf+IVf4Nd//de3vOb3fu/3phoiM3wweL/Fb+70OZlWKAVSyGkr1mSWcvLfRKhtAqU2t28lcSTfzn0nhekNoabMyDYw3FDhrht/21yjlHK6iKUsbvq38x7nIlnbRjyBdZ7Kppbom+TM7XuO6twZVAiorGTb4Wdwbkynq6h3PEtvbjeiGuBMl8sjjRjW9HslLiRfcSIEItZBCDl1E1AChGyVqQ2UjFh/82XqxrU3CuBe/xadp77EW5cFRhuUhLed5Gkz5Porp6itpbtnJ7vLmgveJDcVUkfIKOa8uZqxf993kMWKQch47Zon05Fep0ArhQvtTHs706iUbIX8BJUNYC3WtvOLKokHhnaeVW06prfik6ogPcMnG09CYOzWz8q0wofUbj0Jkn0blG62vt3Ms1pJlGpnlkWyPU0JkvjYeNb7ZIGdkigpKN7Ms84HXEhdZc6l1vGq9sTQkGUFUghigLIwdOdKGuupm1TtbEKkaiwhRjKtkoWr98QAw9qyPqyJMVmr5hqMSY5UmYTYDHHOMSdrCiGp3zhDf89+qj/4Ksp0EIv7EOtXkTpZLeIt47e/RXn0BYZvnybftUD12p+ghMLsPMT47Etw8VXUnufY0Vvi5liSL+xF40EqxiFDSIkqumQYpFIooZAyHXMhA5KNYDvTESnVNNiW48EdpfvDeICYJTxm+ATioxTLKpUcQCLJqSqExHum1e95krGsC4G6SUL5mVJIqQk+YqSiUyo6hWHc+Fb7SDAaNwxiQIoc2OBYHyPDsaVqLNZyWyxbu0BTO4aVx1nPsPIMqgYfPOtDw4mdz+AvvYK3SXg133eMl254xpVFCFhvAq/dAETG51UFdYOMLo0lBsG4alBFD3ykiYru0W9j/Rv/G7Owk9HKFTqHnqdavY5aPMDNSxfpbHuGuhliXcBikDLDSIEIAT9eRxYLs1j2I4L7Jjz+9//+3/zsz/4sAL/7u7/LwsIC//k//2euXLnCj/zIjzxwwmPSqbEZN27c4PTp0/zH//gfAfirf/Wv8k//6T/l5s2bU/eX//bf/huXLl36WAqjfpTwfovf3Pr5PiTiTkKXGy1jkxy1FBItHXFTW5dWGxlsrbYKO9EKGG1Gmq27xTc9phtyKbfOW8oQpoJ9PkSaVjDIOY9t24jLbGN+2roIpID8XbmX/tPbyIyn51dZfus0RgqUVnQOnaDZdpS12GF5bcxg3KCk4ILT7N3zLO7CK8QY8EFQHjzGm6McoicIiWzHRJzyuPVVfBDMLS4hfI0XhstXbhCrAdb3IDpslOztNqy++TKitVS88u5NDuzeyQ7WuDb0SCnpHjrJKwOD9RUvXw1kMmdQOTKdqr+93KC0SvOauWJchST2JyK5EQQfqYIj15uOd5xoWG9gpiA9wwwbeBICY3fj2UmyY9KWK0SqokkhyU1yNplAt8nLW3U3HoZnXfDEKNCbvt+deTZ1WwTSjHieJZ6NSEIE6yI+eEIIqXssJkcFKVL1k7ajrFtmhNhwc21EY5MmkqwcmZHkeYaIARcCVW1Ta7kLRASZFiwVNbIeYEWHoHJ27tpBt9SEwU26J7+dwbd+F6ENfu0mxc5DODvGrl5DlX2EyYneEaoxUitU2adZv4Eq+4zPvoSvBgDIwQ2EWyUsHoOlw4wuvYLEwlLOtiPP804sCd7hTRKBNlpibaBpbGttmaq8IbY3QKRgW5a9RKibI28hkGWPWSw+wycRH5VYduIulZxJ0uOTxMWt3PuosSwkBxnnA9beO5Z1rf1r5SJBqCnfxBiwTqIU9EvDYNwwGlYMxg4lBU0TKPKk4+FjTMnxGLAOiOG2WNYOG6yFcRWom9RdMqxs2gcH3/ILHD7wJbIwZEzBGyNN1VTJGldEMiUQWiAiONWh1JogNUiJjBEfBc5L6iDY1t3G4NX/k5LTQkCIDM+eonjqMzQhEkXAjdaTq9aUR+O0sCeyVISfxbIfDdw14fEP/+E/BGBtbY1f/uVfBuCb3/wmnU5n+tz6+vr03//8n//zh9745cuX2bVrF0ql1i6lFDt37uTy5cssLi7yu7/7u/zLf/kv+d7v/V5+4Rd+gZ/5mZ95KBvcpaXeA792x47+Q+//JxG+7R6QIrVEvx+fP248O5Z6yJbllZJoKbY4CgCMq1b0qFVOzkwyaYytdZQEpEo34GmsYjrGnNq5hdhiNwZJCTtZrqZtp+y5mtoZVrVFIKidx1pPBEqjkVrSyRX9bs7aoKZxgcomF4ThuCFmJZ2upTrzTYpMY4xIVrA332JuzwGqYChtAG1SS7KE9e5TbF/ai/IVTpVcq3KKcZPanSOE4FA6Lawu77FtoWDw9tdx7azk/kPP85bpIpQgCo1RAhOGeJLQXZEbGue4ujxm54nvYG4cGYeMc1WO1oH5TgHUWJ/aEzuFYbFbsGdPh25ZoKXCOc/asMGHwLb5grl+gfeBMtd0Co3zAqMkUiWBwDzT9EszvXZq6/GbFcyVJL9FpHGG2/Fh4qsZzz5evN8cO9nGrTwLcKceyvRaN+XOe/Gsdb61SN3Y91t5tmltCmOICJk6wyYffivPDsYNKjMQU7dGmSnm+zkAUayhTEXVeKJU5EVkrpeRtXpImRZ0Oxm9MqcwkubqOkWTU3QiVZ1cALLM0O9rtNRABDlGVw7vPUor9vqLVG+cTkr/OmNu3z6yZoXB6a8S6yHZjoN0DhxnePE1ZF6iu32q9RvpuA1W0HOL+KZCzW9HOYde3Et1/hSq7LZuJoCQycEgLzA03Fhr2PXst9PZtp317n4qOUevcaAbOqVhrpOT55rGOnIjKXODVnp6HosscW9uFFLOkTefuU3Do7d//22iiDNsxYeJq2Yc+/jxYY9lMy2JIabkLBscWzuPhC08+yixbAiB4COycVjryULESElRmrvGslE0LMzpxMEidex2S0WZZ5S5IXpPE+OWWBYJWZnRyzU6M9jasT6yRHWXWBYYVg2DxjEYN9g6dbBJBdIIaic5P1RY3yV6yDQszHVQ4wqlFJlR5FpS1Y4Vn7HrqZMML73O0uFPMb5wCmd6yGKO/uJu6vEQbXJiOUfwnihEsp2Viii7aKkp5uehu43Osy9QX3wljecoSe/w8/T370e3At6zWPbR8CT56q4Jj0kC48UXX+RHfuRHOHnyJD/4gz/IP/7H/5gXXniBGCN//Md//EiJjgfF933f9/F93/d9j/z+GzcGWwR77oYdO/pcu7b+yNuZ4fHBh8DcfIfry8Mtj0t5ZzXq1FadMthVW6G81TPdaEXjtoo3GSUpCz2dVYc0J9m4MHUgcD7NkU/Eo6zzDCuXVPtbgTiATqExWjLSkrW1EY2NFHYNU61TyhwvS5wLVGsrNONkmxW8wspAU1vqq9dZtn2WBzVV5RFt26EdN1SdnCJboB47VgdDKuuT/ZdvBeoU2AA9Zymuv4u1jhAiQgSalSvIzgn2F5aOGjAKOVXMiK33u4ik1T4E1lyPi7VM4lAiYLTE+0ChJZ1SY62nyBRag46CfqZwLuKCR0aPAHztuFYPyY0gWoOtPT4EMpMW5EwrXKax4+a2cz5TkH5wvF989agLz4xnP3q4E8+mlujbNTOMltO58XvxbIQt14GUIlUKlZjy7IRj0+du8KyUcWrnN+HZCDTNxo1BXWiGWjIaVWglaWqbRJWtRYdAQLI+qFEijdWUmaapPcP1Ch8iw3HD+qBhbG0aC5QCLSXBZeQmw4bA+npNZS3Owe6u5car30Kr5FzQ6RXYd16jvvY2WmUIVePWruObEWb7fsZXzlNXFeVTn8Veu0CohgSge+xLBCEQexe5emWZxUMn8YNlkAqExGzbzahyDDo9xJ6TiLmG9bk5bup5go1IYSFEciWI1jMY1qwNKrSEmBu8jUCN0RIB2MxQj+SG68TcEdTTi4TxAFn2qIp5quuDx3EZfWwx49gZ3iveayzrfeo6SC5VG7HsqGqIm3j6UWLZEFIyxm8SOwbQWlKMFaNMTWNZ7zzeOXAWQ+p+W1urko6GiPjGMFSWTCfXlJVhdcdY1nZyisxRO8fqoL5rLDsaW1armuG4YVj5FIuGQBYEg8bTm/Msr4ECGh+T+yARqRVGSBaLAi8C0QExUudLLB7NCEKR7f8015aHkPXItOZgv8GN1jHlAn71CmbHIZr1ZWJ3O6urDd3Dz3KzylCuJpp9zD+9iGiGyLLPqFzALY9uO+ezWPbB8aR59r4jLV/5ylf48R//cbIs4/Of/zwvvPACAH/0R3/Ec8899552as+ePVy5ciVVU5TCe8/Vq1fZs2fPe/rcGT66eNiZt05hpu8LMZCxNbkxaeHLWiGlzbOMk1n1ENNi4kJqaxZ+Ms8uiDE9rpi0YUfqxuNdqg4Ys+GbLkgLWb78OoO3T2FdcifZc+AkzbanyP0c3siU0hZth5yQ1KqkGnqaJuIi2CqpWzdOJjeVTNIEgRCSwqQ5eWsdwxCJUhA9RDvkcmXozx9ARYuNijWXcVhf543XXmUcPEWh6R44gTj6PGtvvoxRqatq/shJzg4VwQcW5nKUABfTDUuRKVSmaMYeJSSdUtIrDcYkoUOtJGVm0vypiPgAnTK1QzqfSF8rSWH01OLsVswWhhlmeLK4E8+matuEITc9LrbaMt6JZxsXUBKKzGzhWdVWNic8OxEjFUKgN1kliul8enreh4B3HucCQqpk6bhpt2LL2UZJQtBkGdPX+AgE0Dq1XUcE3gcaH6ls4lnrI42NlDlYLyjySCYlmU68W2SRThxRy/SdfQQZLLgG2ziiUOTlHNQjdHcBWfYodh9BlyVG9pLAaF0RXIMdrZPtP8Gll1/Deo8sPTuOfp5s+0GG516msR4xvxN2fZpXbnSIssNiY1jIoZcXUy0VYwQRiW3SOlQUasqzRksyI9FS3YFnBbFYQBQLszGWGWZ4QnivsezEhcO32mc+RHCtLkebYH7UWDbEQAwB6zzOJs5VWrevi9NYNoSAVgLlFWjQStApNDFGKhcgAEJMeXZsPVXz3mLZpk3OOAdlJhmNPZ1c4WIgRsFw6MgLRWMjUqex8sJIci3p5RolI7s7jv6cZUEOuP7mqyw3FoSg99RJ3rVLhErQ6UpMf4F9Bz/N6MIZzPY+MXh6L/wAlVmkc6CDy/vkInGsEJJa9ynKbahZLPuRxH0THj/8wz/Md33Xd7G8vLwlwbF//35+8Rd/8T1tfGlpiePHj/Pbv/3b/NAP/RC//du/zfHjxx9qbGWGjxdCDDiXWtg2VxrTOMoGocPtc5fOgydMhfgm3uNapVnIzRZfjfOokN4vYqCxHusDzkWaxqJkRGmdCF8K6uCxLjKqGmgz5M6lab4yU9N5R2NXGZxL7cNCgIiC+sJpeou7EP0l+odPMHj79LSN0ux7jndsgXUV3keaJilVFznMt+3ZWin6BciYBJ9iBJ9pfBiTxis9VpX4KLhZBYLXRCJ79y8yuvg6WkdsA7ZxqHdPkR39PPL5L1JXDrI+b9UZMUJuJN1CUDtQMdLJFVoZVCYZCds6OGisjxCS4J8wctoaHaMnBNG6HiTrshhjarHOzZO5gGaYYYb74k48K2VqoZ4kJJQUWzh28v8782xEq43PmaBu2qqlEFjr8MG3eiAC75NmEEKgJViX5sob66gah1KKxkfwDi31dJ+0SgH+xObQaIEgWetu62c01jOu3dQ6UYrE084FYgzUTcB6T5kr5jqaMteIKMgzTeh68kwl3tILkGXU1hIDOGEwJsMYjQoNwbnUSm4t3SPPI1euY0zO2ov/g1gNQOfI+V3EqBmqJeaeeQGpFOuiy0gIetuWKJaewTuos22cvwZ5kW4CssykkUctkEJOOTUSMe16ZlqNJCHSY7nR5OahjfdmmGGG9wGPI5YFtvCslEnzYzMeJZZNFrgpodx4j3OggkMSKXp5Wgs22YNLIZCtIYDW0MkL4nBM0wSUSt16tU16G9bF9xTLIsC7QJZLbB2Y72mOLkp60jFWJa9cdqwMGgggSUKrRqVke5Frnu1cJxtcZr5fMn7jG2wzHZZNBxD4d17jyKEvcWWcurJdiIzmj9A5uQtRDxBFnzXVa3WhxNS5bBbLfjzwQKvjrl272LVr15bHDh069FAb+mf/7J/xP//n/+T69ev85E/+JAsLC/zO7/wOv/RLv8TP/dzP8W/+zb9hbm6OX/3VX32oz53h8eDD0Io1UY0OpLZmL9MYRJqLa0WCYtrPO3ULbK4ApoVkEoCzxafch0gIEX2L6FMI4JzDutTdoJxDa0Cq6QLRuJTxDjF5ovsAtYsolcZAZDOeLmZSiGknh2xGrPiS2DlMeWI70o6RWZc12cMPGvqdHCkEapz2fcdCh8yotCiqSGYyqtqj2i9phSc3ChMjrglcXNc8degk4wtnsMEihKS7bTvnr1zDta2Ou7Mad+MaoZzj6tVVtj1zkjcGPYrCI5FIIVkdpgVTSsFcVyOlaL9fOhdGpcx/7TxdrVLSRkmsDyhpqBuXblxkq0wuZ3OMM8wwwYedZ5WSSYC47QXI7nADfSeeFSK2Hk8bSCMwcdq9ARtVw4mtqtbpM4IMhCCnHOt8OlaTGe+Jk8FEEDVVQTf2QWWaCEns1MXWtjCNHsbg8W3r80KvRKqKcSWY6xg6nZKY7jzIjMR5gxTpg8fR0Dt0nHj2NNY5husVS4cO4oVn/PrXIQay3U+R7X2G1W/+PsXBY9jVawhtUPO78E1NVTWoItKcfYmbN1fRSpEdOM4royVqV2CMpDQSmUtscOS5ojQqJVJ8aLtk0qx+JHGqJSTdEufJdJrJN1rdJhY7wwyfRHzYOfZhY1nY4FmlHl8sa11o+TjFsiHG1rEqub0YpRjj207dtH1jJEJIVgdjQkif7X2kiY6AhMh7jmXTupDWHZN7PjO/QnPxFUKISB/47MFj/P/OFnjnIQhCV2KMpGosz26H7spZxudP0ezci7txAbOwk7leyboVOO8xYYTR2yiypPU0ahyi6CE6/VSkFILMzGLZjyOeWDng53/+5/n5n//52x4/evQov/mbv/mkdmOGO2CizD+BknFj/vcJYeJjPfEbTxZeSWhis6CUvMcCdjf17UwrmrjxHZMPuJjOMtpWlG9C/hBSkqKdmRRSQrREUtdGYx2RSCdPVq+SQIiKECIhK1vL1TBt9w4IxuSMqlTRrClRqouIArwn14KerFhwa1RZwUh2MFq1bdswrjxKBrRJbeS04ya9bgEhqfbHGDjX7GL/sR3kdkBNxnkvQSRRwfkSmpWrCCkIykAMrL91mt3PLnKzVhidKgoKiRABKVIyI1MSESJN8GRGQEwV2WSvllotm5jaKXMtIdM4l8RclYLC6Fmb3wwz8OHhWdv+PnUrEhphC89u5lgfwm2/3zvxbKY3nFYmkCK1AUOyNKzaABJokysCo5IVow+SGEJyWCFVR4MPLcdKlIrJ6alV+Xc+3ew3LvGslGnWfThOlU0fAkFEitxgQ+rs0EriBZRZTq6Thoe1jk6mmJcj1GDEfN5jTRbUTSTEwFrvCL1P7SRU60ilOHfqq+zZsYPuZ/9SEugbjWkiBOdQQL1yFb92Ax8jenEvwoEbreK7+6aJn9G50+w58iUurCu0TMG6MQpbWwoj0UoRA4m7J101LnXd5FpSZBpBxIWYqqtKPXY3nxlm+Cjiw8KxH/5YFrz31DYltwuTxv+UTjFdCEmA2ihJ0JMkSEoo1yOLc6Hd/7Q+WABC2+UnMUZTBigL9UixrBYk0eieJb7xaurSkwLhAmtvnOL43s/z5xcC3W5GpiXPLErmzIADnYzBt04lsVSR4l+7co2iv4OxLJEInOmQTy3YmcaysIlnCz2LZT+GmPU/fsIxIeetj8U7Brrv1/Zj3AjEfUu03gMyVfTuNAp5t/lIpcTU8tBo0Vr2QWbUdFtKgbWBcW2n1cO6iUgREEJNvcqFlG2PSMBHgQjQFyMMI5zpUglD46DMZTs3GRmLPvnBE9i3X27fCfm+Y1xtcryzydVACKIRmFYDZH5wjrW3XibGgIySPUeOs54dYuwjw6pGININQIjkmSEzGudTJ0a/zFBaIhDcXK+5XgVqN8+4dkgZObTnOfzZlzFYhJLkB05w8eoyRqVWcNyYymrWK8tCL6MsNMZkWBsJPtCEiMkzbOOomoCREa2y1jItVWIhLWYuyGkmPMbkDf+kg40ZZvgw4oPk2c0Vz7rxU9HQuuVboxUCHgvPbt4WQFU7auupbKBpWrV9EZAyBcG04y6RQFv7THxsPVoIghAoBN7Tvm5y3GDc+KnaSN34NCKjJE3TJAcBwGmJlhKURniPcw4tZQqeY2Bn5lgMV2FtiGvGjOtAZ24P43w/PkQqHwimg8x7dOvLiOhYu34dbl5ISZUYWXrmU2Q79jE+/wp2+R2KQyepzp/CrV4j23EE9p3kyqVlbOOQIiUoCioyMw8h4j3kQtHNDdt0TR6WEcUc5DlCTFrEk72kC5FMQp4ZdEhjREbLWSA+wyces1j2wWNZ7wK1S0ndGBPPBp90kJRKox4yMtVdiu1nOxeonQPvb4tllVZkCgZV0+o5qWQRS6QJDxfLCpkS4F1qKgRSRsaVw7WC/PPGJUcZo/mevUPsO68SXID8ECZUNBhGN67SP3SS8fnTbTIdOkdOtiPcgagjea63xLJbeHYWy37sMEt4fMIxIVvTrBLrASLvYbP5u5Lw42wX3JyNt84zbtyU1NO2Jq3Vt9vn3clRr7GeqnHTz3ReQBRTolKtuJOzkapxNK7twIiRIpdYl1r9YmQamKbZRI8k0B2dY+2tU4xjQAnJ4pETDHqH0wLhPTIIgpTE+SNkxxahGRJMl5tNxupaQ91YfNwQfuqVhi4D1s++3Gakk8WWe+dVsqPbubwupgJQ3id7r/mOo98pkDIyJ8YU4+uIrE+TZXQKyaiKrA8rRtZTjwPr2Tz7n/pOKMbEmxe5ePUGUnh0pggOYtbBj9Lnr40cZaZTNj3SZr0FRpNuGmQ68YL2lMTJApmO80RYa9L+OGuxnmGGhAmf3iqc/H7z7GaODSFQu7CFTX2IqBAwRm5plZ7gYXl2wrExJk0O6zy1Td0aybFpo6VatO/NtEYKxcBZQkiidQSwRDIXUDoFx0LQVtxEmzhJs+LJljFSh8h4XDMYNUgBO4sG42pMZ56xKOiKId2YOLkSBYv2Kvm7b2JX3mF09mVkViLmdlIeCuzWEm861N6TI6kbR6fIkKUgNh6zuMTqtauEKLjZGA7sPszw2iVk2ae6/BblwU/hVI45+m28+vJbeJuqqs639uiqpG4S3/oYKXLBon2X6o0zWJG+7/zR5xmZIymhodLI4WaOTa4Ns2THDDPAB8ex8NGKZYmBxvmpLS8xObFkWqF16rBwLmkJyeQ/nkTpJfjgGQztHWNZEz1j2wpZC0G31GRGsT5uWB/Wd41lI4G6Dgg8Wmq0kXQLyaCKrHtN9AHXeKQQGKPAKQaxoMgcn9mnsZdfxTUObRRrw4Zudw5Vj4luSL0cKY99J832ZyD2ua570NRIBUySQFti2dt5dhbLfnwwS3h8DPBeiDvEAFdfZe3c6WnrW+fQCcTu2x14Hme74K3ZeCmTuNytjxmlNhSqp9u9vX13klVvXJiKlSahJ5daCaWkbnzrAJCWHiliuyCmtmohAt41beVRYj1kJjmR5G7E+NIryXI1pm3bd15h4eQeqpi15AjeO6wAG7qgOzTOszqscK1/unXg23btEAJ9s45rNTOUbFvrYsQP1xmOOozGjrFz1E2gyCQhRuomcERfYe2t0wxESIrXB4/zbrWLCysDfHscmhioRpEKyVkKPjO/E2NuEr1CY8iPPsubVYZzNd5HjEqz4UpLuqWiUyjGTcAYgw9NEm9C4GJkfWTplZp+J8doNa1oxNblYdZiPcPHDe+VZwfjhhDiVIAy8eftn/O4ePZWjr1zuN3OLGu9pVU6bffOPFtZS203hE2tC1Oe9T7NkMe4wdlGy3a8RaC1xHlB8ImDg08OL5lWFEbT4OgUmtIorA/kRqK0TpXEGFNgHyMRQQwR227LEVkf1jgXCDGwx19mfPpMqj5qxa6DB7jx7lWCrVFKsefoCezKOzC4zvjsS8jgoRkiBtep3/wq5cER9XCdHTt2M754Bdk01EEwt30n1177FsIYFnfvJu49yTfXl7g+EOwp99CRDXpRsGZhvc4YrC1Q7jnC8NxpbGNRWpMfOMa5dUOmIp2ORCDZbiyDs2cQMiIRxBBYe/MU5ae2Y/UcRabb4z/j2Bk+vviocexknz9KsawVgixTGCWnDlBSJt0MJWVybGljWQRtF28SN10f1XeNZYvMJCtclbohlErHczy2DEfujrHsYJwS36PKozOBRBCISCd4d30IPvCZfcdozp4meE+WK+YPneCV64rtSxkdUSOdQJvkBrh8c5XFgyexF07jvQdlEHM7eFfuYmXkmM81PtRpFF0IwqZYtlNkZK0WyoxnP5545ISHtZa//bf/Nr/+67/+OPdnhofEeyHuxnrCaJn1t18mhogUiRDH588wv7iXWCxMX/u42wUnvuBJeVpgvSeJ34l23EK16shbW/juthDGCLX10xlx61L7cJ5phuPAJNSf2HclshOo1sWlcR5rPVmmkiq+jGgtaZxHAroZTUsIslVu1kpg/Iix7FFbT0y26TgfcSERf2M9dRNonCPTGiECo7GnbpJN7IgCIsR23pOYEgq1zNmR1SAGDHzGOZ8Wy6r27Mosy2+8nFq4hcAFx/iNl1g8Os85H1gfefJC4JoIAaIXVERerhZ4+siX6auGioK3VxWNcwilKHQSHzVSkBtFr2PIlAIimaJVB1cUucZMZx43ecFrhQoBrWVrgzZbIGb4+OC98uyosozrNFutVXICkfL25fdx8uykDTm22hcuBKwN5JlGt2LDRicbU3gwnq0b32poRCBStfsVY2RtmKp7RqstPAupMhlxrVBeJM8UWqXZcyGSXaIPiaclkiADXWPawFlgbboBsDbdADjncTEiEHiV/q4bh5CC3aWjfuUVYvDEoCiEZfmbv09x5NsYLI/RJkOuX6FwaxA8wjVEIsqUxGodXfZQIiKuvkE9uoEpu5TbdzM89yo3zq6y69PfyfqF16iQrJ19m6Ir+NbNBeT8c4wvnkGFSJYbygMnOLeqaPwih458Gd2MiLrDayNNt4A812wrDWMnMH4NIdJaSBRIkVrBVTPCZwvTOf0Zx87wccVHkWNhg2d9mrtrLWU/vLEsQiCiIIqIkorMSHIzceCKjxzLDsaWlFZPa0vwgcY2jKqGqnLUzlHXloAgBEFVe0beJ+4VkX0mouKIccy52WQEH1gbOv40zHHkwHeQ+Yo673BqGWSWEjyq7CO0QHpJ8JG5+R43Xz9F59BxnPMInXHz3XdZfPoIdZZviWW1UhilQIjpeJBpkzQznv144pETHjFGvva1rz3OfZnhDrgXOb4X4vYh0LiArAYoIQiSdONNolM/XieYOUIMSCHbYPTB2wXvtP/AtNU5hDR3mLSQ0vS294EiT1nXu1ki3g2hFc6ESSt1Whi0SomcENP/BVDZyGQdjbEVZIppZjJtK81I+xDxLmDCOrl0eOlxaIRIVUshJbrTxzfgW6tFQfq8xvk0BtIK1Rkt0FLiSB0ZQghGlaOqFft2Pcv4witY5dBK0T1yHDW8jn/zZay1iCg4eeg4b9vdND5g/JDGu3auPeKDR4RIdOuMao2QEW8FZaYYjhxSgWsitom8vhLJVYGJiojHx4m4YKRfanQm082IlDQutC3jqTVRTBdPlWZKjdoyk2q0ms05zvCRw/0C0MfBs26aCEgdCiGmRIB1YboKT+a/b+XYyXMPuv+TvyciodZ5GptGQYgRH6FbaLSWZLeMRNzr+/h2DnrSJTL57EyDkq1oc0zB4maelXLS9SFQIraBtpw6wDjnU5BN62glwcjkPpJlKo0LKoVtPCEmEb4ooGk8RimiFFifBO/KXLNdreCW+rioGK6tE90AhCLPM0J/jl6/xC5fQceK2FTIvCQ0NUJnCBXIFrYjtKb71KcZnPo/2AicfYnu898FVcPK6T+mGQ8RIdBd3MfVd17h8MHv4Bsrcxw59EU6NFRZh0ujjP19T2yG2FBycdxDAnkh0UaRZxqPxDqHU93WmSCNNiIESktUp0+yo02YcewMH1W837HsnTh20rGwOQadxJ/Ae45lhUgjLKOqwYckBJrSsHzoYllrU1I5jXHE1iZWUOY66RoRqUfugWJZoxS+aWNZUiwbAjRNQGvBME8jMjFaVkeWynoqaxk7jxYgs2STm2Zu4JniBtWbZ3DeIaXi4JHjvLPSp8gFR+YEPVmz6nOurkFVe4pcgY6cXYMXDp9Ev/sy+IY546k6Pa5dXQaZEk6ZloR6iPfmtlhWyqRll2d6i93vjGc/nrhnwuP7v//77/pcvB87zPCecb+M991OwYOcmhjbc5h1k+sGJAtVWqsr3WFU2TQr3ZJ1VdstKtMQkFLf9UZh8/43LrWuKSloXEC0E41JCClidMQYSWbaSpZiywzk/SCFRGvFuG6wzuN8GjGJwSNlRmxnKEOIxBCwtAtQTO2PuZGodnGJpMROYz3l6psMzp5hrDX9TgdWrhGKeRCCzsGTjPUcxjucltP58xBSi7YgzZkbLRk3nto7nA2E4KmcpKMEa8OGdbXEZ45/EeNWsXqOVacZvvX71LWFmBbUwfkz7HhqkXdWJVYWICQhOKJIrgUhRsLIoHXEjYEs0DhY6BtiiGSZQEtYWWmS/shcnkSsBWRKUSqN0pIYaP3JRXsdJUvauW6G9VBmqSJstKDMTTpfQn6gFnAzzPCoeJCq4uPg2UmSYDITnPjFoaVukxGJ79I8tt/EfelGPhWe7t+a7b1rrWUTlznvaNykLTmSZ5JMp6FlLcVDBXVJaV/czrMqQBQopQhT/tzg2Uyo5OJkknVq0/JsCIHGRUajiibENggVKWkiQCuNkhneb/AoxPTemEQApUydJkoJlAgsVucZXXqZeO0sZDn7TnwBLQJKHmG8chN94xLrr12kfOoF6CwSPOT7j9FcPQsxoOd3oed34EfrVG/+GcXup6hXrpPPLxFGa8ztfgpWr+GX3yXEiKjWeHqug1uoELLknYFkeU2RG8cXtt8kvPlamo83mk8fPsE5txsXIRLbADslnEaiQ//ICZqLrxBDwGhF98hJQrENQ5ovn1UbZ/io4knEsrdyrGwd9QSKIJm6UykpGVV2yrkJDx/LGq1anvUbsexmnv0QxbJV4xlWdbKYFSm5IZDMd3WbZE6JcqPEfWPZ2nmcs9gqxbJDK+hJGFapCFdEBREGtgFg3KRRIwLUVSSWkso6SiWJAvb3AsM3ThGix7vUQdK8+jLHn/1OimqV0YVTuBDZZhR7Dx7nGySNwZWVhiYL+C5k89uRvkH2lpDL11IHS7teBRToDjhmsewnHPdMeKyurvIP/sE/YP/+/bc91zQNf/fv/t33bcc+6XiQjPedxI7u9fitrxFCYM0cnUMnGJ07nWajhaBz8AS17uPdpKsjtpN1G0I+zntChMwlcrx1Adu8/ympkRYFOdGBCKnKF9tgWaukQi2FTK3O4u6Ec6dKgRCgpaDIdVKu9hElBKrN+Csp2n0CrRVagtayTea0LYdAbteIzZAQSnLnWXvzFJAsxlZCoLd4gN6ew7hyO0PTR5GUrKUQIKEQioZIJw4R9YiYdVj1iqYJ1N4hSdaCUQqqxuJj5Ki6xpVvnUnV1yA48OzTDJGIdtQnzyVN41D1gJujHK9yju07hjt/Clsn/Y9i33G+uRKom8jiDgOhFV8icPNmjZYCGz0dLfEx4mI6PqXRiJiqiQjolRopFbkRpCKIZq6bIdt5xtyk7hTTVocfdCF/nAJhM8zwOPCgVcXHwbNpDM7jQ5sMAIpsq5WrbS2PJvPfE+X4IotoL2mivyvHTj6ntg4dN++7RIrWLlCINkmQbpzFA1RON/9mJ9/3Vp4tjZp+lpSpAjnh2awVgvMeMqNTABoClsiodowrT9Ukm1mtVUpkSInIUvK1bhxFphhUrlXQbxM2NhJExPrEzcPK0Zc1K6+fQhLZvn0vnTLDvvoH2KYCW5Ef+RT5/qcYlx2aK+fwhz4LwpAffJa5g8ewazcI6yvY1RuYuW10j3+Z4VvfpHPwGKM3vk6+5yj+5rt09xwG79A7DqCzDGKkKSLm1Nc4sf9Z/mw4x9OLMDx/BqMEWZGzuLiAHl7i5L5F3hqWaKPROrkvKKkpe4ZBOMS2T+1G2xGi6OOzOXRbHX6QxNSMY2f4MOJJxbKbORY2hNcnlq2TfRCtVav3Gzz7KLEsIiUtb41lpzz7AcaykdQ550JkVAeqyjEcO6SUOBmnCYwQFY2NBO8wWt4Wy45jTKMsLqXbrUsFtnGzNZYdti5+grQ9asG49gg8QUqUhJH3zM0p1tctA+0ZC0FZGqQdEaLH2dTZoiTE6Nmd19w8f4Yik22/SWT1rdPsP/wlXnk3xbLPLMHaWy+zRsBIycpqxd7tO+gOBjRBIqSmd+Q410SHMmcWy37Ccc+Ex4kTJ8jznC996Uu3Pdc0zazL433Eg2S8J17dm8WNbm1RvhuUlGQ6Mg6BZttRyt4OZDNClT1cvpBcQ1qEllyFkFO1YiEkmdpotb11Adu8n43dUJEWIrXjpUpea9UVmXaOTNa3uy10d6sUTAQ/lRSozKCcTwuHkriWoIxOmhRSbA2+Q0uA2fKbDM+eSt8XmN97mBHgAhADztWM5YCO1NAMUDFS6z7pKCT7QIFnR32BtbdPtc4EsPfgMS6Wu6EG79J5ig5CgEPzkfHrZ/DOg0hZ+5VzrzC/uIML5y+nOUqh2LNvO3QFzyA4u+z4Zr3A4cPfiWwGLDvDuRsRpRU7tuVoWpst63Eh0C0VIgoQMWm1RMF4ZMkzCRrmegahBb1c0+1khCT9MR298T5VZ+e62fS4P0y18XEKhM0ww+PCg1YVHwfP+rZqr0JIM+ZaUmR6OioIYL0nhI3f3cSO0EwtX+/OsbDBs2nsI3HbpJ1atIQ6/T8psXI33J1nUzJjwrNZCG11MN04ZFohJTRtZ0rRti5PqrBVkyqWApGsvkXqXvBBUteOxgW6pUkc296ojBumHFs3gRCTZW2mYL2J1N4ybjw78oqxiGiT0Tn0NMXwXULYBVJSXbvI6PUXKQ8cQ0ZQC7sZ1pawPqJrK5a/+b+QOiPbtovx+dMoAmbnIbqHTlDduEyx/znGZ08h85KYlfSf+wLDN7/B4Op5ZNEjOzLm6L4FLl15g+P7v4AJI6zzBGHYMV9Qn3uRECNmcJNnnvo8q92DjBqfRhSVJnoQWiA6i+T5TkIMZA9RbZxx7AwfVjypWHYzx05uZHWryTDZ1OZYtp2oe+RYNsaAVolLN8ey6TPFBxrLhhDbfYi4KLBtB53zkWjTaOB8r2h3LnXNuRC3xLIheoxIblnBR8aNJ8RIbiQh6hTLSgEOcBsdL8PKIlTAhoj1PvF+nYRQV+pAJgEfCQKG6466X5BLjZSWsYtoQGtDoSQGlcaTQsDHiFGRXNbkRep0KahoaotWAitBSsu1lYpdJ78dEzVOd7hGSfBJzHUWy36ycc+Ex9/7e3+Psizv+JwxZiZY+hhwt2xhiBvzdnLT43ciT0Fsx1EeLgE1EYRzPkC+iFbb0xN2w7owuW+AliRv7nYuLsaNwHmCzQvDZD9DO/c9gVYbeiBTqyctpoF5agG8MwHdr1KQZ4rQBtambcNrnCc3EilUEvmUop0tnATuEgmIqhVvTZF5mo9cXabQnrFL+iJSZ/RKzejVr+J1Qd7t0p9fop4/iBMlEOmJEeOLqbIXhCRYx/jcGZaeWWQwTl0UtQ9UtU3HrBngrEsLWQAXAmtCs/fgElJeQUjN4d09quWLXLl8FRkELxw+wTfX5jl1NbC6KgnRkWeKTHoqZymkSjOOUjAc1/gGuj0JMc3SCw+mkFgbyETrv14IlEmznMl1YWPmVAgxtVPM9MPJ/kzO2WZdApCPLBA2wwyPgrtV0u6kl3HXauPj4Nn28ycWsJt5VtAmV4lotWGFdz+Oha08OwmWJ5XOzKgkWCeY8qzR6pbxxA3ci2czo1LiNE62o6mbJFaXZwopFDEGytwALd+0+zNNyLRie4qIa7vQlJIE7xAqaRJZ62laVwNBQ1lkSVyOZKdoCoNB0I2SYeVQCJwuMSZn52KXYnyV0Wt/Sli/jtAZ5cGTVE2NCxClYnT+DOXnfpA6WPAOvKfYs5fxW9/Cu0AQkEnJ+MIZus98O2tf/W1k2SNUA/Kl/Qzf/AaxGiKyElePcedO0Tv0KY4e3cda5nh33EFrxc5d26jOfxOR+qtBKppLrzJ3bAcDl2GyVLUVApxL1o/pvD84N844doYPAz40sSwbsWVjW87lTrEs5EZPC7cPG8tOksdSJncRAC9TIjnT8gOLZevGMqpcOoIxIoHQjvhIJWhC0hlpfKBpUqznXEDQkLW8Da1LiZZ0coNVAe8drZxIKpzJlEgZ1U3qfAmp67txDjuOVNbT7+ikFUgSQFVasDr09AqJtZFMR966AZ858Byj119GBpBGURw4xsUmJyONoegsZ9tCHxU8fluH3hiGtcPqkjLXOOdRrfgoIbBKn1p1sTaATPp5k3M2i2U/ubjnGf+O7/iOuz4nhOALX/jCY9+hTxLuli1Mj7daGiGiZJwqPW/+YU1+gHLLY5HGuQeeRVPydkJWMpICrnaBUKCVQraLViK11L6mFEhuv1GYZOwn1cCo0vtU23aXxJLMVBR18n8hIL9LxvR+lYJJpn9SJfAxPTZVXpY6KUY3E39tQEmyTFIP1wk+pIy1EAQfqIbrzO17huHZt4gIenNz2OULhM52CiMYvfFn1ETE9iN0DzxPnR9E2FHKXrdz2gDBe1Q9orGdNAMPlIWmbjxedpBaIpqANgIZJAHJWbtEeOY72ddpWHnta1xf1zjviEJw882XOXD8O3nriqTXM8nhwINEkAmJJI3ArI5T5TP4SOHSAiyQdNtkiIwBqQQ+glACYurA6RSGECK2bb9vnMeH5M2ePaTMcYyTQGPrdZ7m8WeY4f3H3XjW+4hrOXbyeJHp2/jw/eDZiQVs+sxJBU8R22qeEIJx49GSB+DY2M6mi2nyGNgkSmdaIbz0vvtVtO7Hs5nWEJNrSm09LqRtTXgWUoIlbDrmUgiEFHjnkqiflFjricGjhMS1a03TRPAuWTjGGusjvcKwNrQQk5OXD9DUPlUUo086KL7i6jjj2NHn0FfPUF85R7QVIIiuobr8Bt3j30VQCisy5uZ2Yfp97PXzNGIRUfZwVQUxYBSIokewDXpuO8E70Bl+tIYsekk01dYE73BNhSx64C1xcIM4HuHqi2zb8zw8/Wn04CK2vQs08zsYekUhPdqN6JadlIAJsa3MBoJ/+K7ZGcfO8EHjwxzLTvYrshHLbubZ2vpHjmUhJU3yTOF8oNOK2n+Qsey4SWLzUiWRNmsdmRKMHa3eW7K1zU3qvlgfVmk0MZPUziJTfy8hJMp1oY1lhcC65AzoY0QLgQwp0V01qXg29pYQIp2ORjcgUCgV0Rl4EVldbpK+x8gSlWTUREIh+NbqNvY9/Z2YMGYcC95YFvRryacPnqS5/Brb5zOG576B7C+xcnOV5/ef4Bt2gXeHkk8dPsnw7Ok2WSbpHD7OjaagW85i2Rm24pFdWmZ4b7hbhrdxbrpApFm61PZ7J+GjO5FmEjkSTF76KC1XE+ssIQxShtbFI1XzkgCSgxjwUTAce4wKzHXz2xYwKQVKCWKU07bsGFMyIDOyFcycXIL3J40HnfOcVAmIgbgpbz9ZUKVsZ9LbxwYji8q6RCEQsfUzFyIJMs0dRJ/Yj26GaNmwvrrMfKdk+OaLiBiIUiB9TXP2Wyw9kxNMjtcG4ew0654ZSSg65I1CI9jTdUg3Yhgy3lkzHDl4ksG5UygBS13oH3yWs07y7pohd2NCk/ZTKUHdRHIdcOvr1LbA2YjJJfhI3lMII6mbhuHITTP3Sgk8nlxJ8jxDaMiEYlBbEJFerlnoZKnNPs/JTdL5GI0tUQpyo/GNp7LJ6u1hstmpunP7dZ6s22YLxQzvL+7Hs8lSNVUBU0XudpJ5P3h2sz2hlAbr4pZq3qhu2sqdvCvHQqp+xTa1arSikJqJFe2defb+eCieJU4FqCeYzJnrdpZckGwWa+c3OlhEJDOCRihSc3ZElIYo0px43XhqmzpKPOmGqrEeKSKeVMlLVVyBMZJ+qamdZxBySq1xTYXqzOMRiOgp9jyNvX4hWSIiiZ1tjK9exBBwr/8J2Y6DSAE276GyDNWdJ9Qj6uuX6D77BdAm2dfGCJ154niM8yB7GTI68A2m0ydk84zXV+HCaXjmu8jm5lHr13FIBiIj1wplFLKco6cyxmOHD4FcKxqpqF146IrhjGNn+CDxUYhlrYNukbXb2uDZ9xrLCiHQeoOPHvR3+37Gsum3DzIGlEpJbyDZjwuBQCIkxCgY15ZxkzSefEjaIJt5tpcni+w6JMvWTh7xMRDR7Sg66KAIsaGuIzoqRAEgyYsMYzTjMRRaMaxqlhYLbtysMFqyOvDM5Yr1mxV0DDfXIiY3OOvozWdYCX++3uezT32W0Vt/iO3t5cooorSDi6c5fvQv8Naq4JzdyeLRBbJQocs+K/kcSopZLDvDbbjnWbp27Rp/5+/8HT73uc/xoz/6o7z44otbnv+2b/u293XnPs64W4Y3hKQCncg+TOfy7iR8dCs5ToSZhNhKjJvnxB8USsqpmM+kPdD5QN3OL2ZGtzOSolWN2vhCKTht7bSimLqzTHQ7BDF9T5vI9VZ4H3A+3LbfE3JKz02qshuVglsX3tSyvinD3x50vakSMKmOVrJH59CJFBDHpIcxd/gktewTzDzjcg9NvoRUGuEtkvY4S4X2Ff7a2/jLr7B26k+Y37kTlEnuglKy+MzzhGyOnV3D0/oK4bU/wL39DXasvsLn5y5jy+2Ip77MnmeeQ/aWuHb+IrtHr/PlbVfYudRFK02nVEgh6JYSoRWN6tA0Kbsc6siz2+G5zpgjcx4RBWsji7UBHSOaSHCRyiZtEmvTPKbRin4nIy80PkbKXCdr4pgClNSJo5J9pUlzoVXjHup6kiKJaSUF80kV595CXjPM8LjwIDwbY2yTC+GOr3+/eFbJxK0pUN4YYalsoLFQGHVXjoUNng0BBHL6Zd8rzwLt8dhcydrKsxNnAilpRQG38uykfX3ynhBBkEY2oHWNEZJ+N6dbGLq5oV9kzHVy+qVBayhMmuP3zlJb13JPRBKpbcO4qnAhIGJkvpux1C/JOj287hCEpFlfRZRzlM9+kWb5Mr4eYVevU116nXjzInpuiSIT+JuXsJffIgjFwuf/ErIzByHgV69TLu1l+Wv/X+Y/9wPoHQcp9j9L5RXu8BcZFruxPh3n7qGTqN42mqDxSic9lmqdP39HU+35DCOfbraUUnQOnqRWPUKrf2K0RmtFnqW1csaxM3yU8FGJZTfrGcUY33Msq5O6Jt4n+9g78ewHEcum0fDEsT5EMqPpZIZOZtjWzemXOfPdgjzTKBkos3R8fPBbeDb6wLCu8d4jYkpiL80VLPZKFkpFR0dcmyAJTdIxiYCzAd8ERsMGYQNFnsZaTC6JXrBj0aCFYNeiSR2JSk1j2dHAY62jGnq8cwzGnkvX1rm0CtcHycY2hoh1HuVGWB9YHTsurGsuuXmu2YLah1ksO8Mdcc+yzy//8i+zc+dOfuM3foOvfvWr/NRP/RQ///M/zw/+4A8CM2va94K7ZXgndlObEe6SRdzc0pzeS6vUvPXDH/U0TT5/3LjpPrm2FVCyYf+V9jG9507ZftXaKsY4ES2V02DvVoGoxnpq61vv8a1Z/cliIsXGuEhmNi7hO7WceR+mlcDJLPmkbXLyKtPaOI7mnqI4uRPZDDHdPi6bY254k1iPCFmHUejTOXQM1i4TpST6QGd+iermNRACj6a2lqvnLjB/8osMRw1Zf45rvoP3gb6xrL5yCo9gx4KhevvPqGMknz/A3P5jvHXmNRRwcFef8ZtfwxKJ249y6OkjvPrya2lBCZK5p07w6o2AUZEiE3xm5xrrb59i3ARUpjh++CTe9hg4T+U86wMoXKRTpIpHL8/oGkPeUfQ7ChcFZaZRMi3Aab5fkOkUoPc6hmpUYV3yYG9seOBqy8b8a5ye882PzzDD+4mPIs821rc3B2LKXWn/Nt5zL551PnVebK1SPhjPTlrThRCpgy1yWyWsbtI4y/SzfdLgiK1gnr5FG2QShAsEMSbNCmKybiwznewIQ8Db0DqXGEZV2mfbOIxMn6tkxPuUDLI+IArwtaXTMegoiQSuuy6it5/+vjE2nsKu3qBMJrC41RuE4FFZzvjmNeaFR/aXUHlJrNcRo1UGb1zC5F2QiuLb/hKDU/+XOFymufku5VOfZbx8HbGwBytLtn/u+8jH18HWDG+8AzevMTe3iDlykIvnL+JVj7kyZ6Xcz87P7MI0FbrbZ1X2kS6NE2qdXGm6HU1TyRnHzvCRw0eRY+G9xbJSSKz30OpAyU1JhwnPfpCxLGw4uhSZQmvN2qBuR3EgF5oYbXpdhKZxGAVKKgSOcWUJTDRCLDEI+r0MHwSIQBMEa1VgXDlWxzVCSirncM4TbKS2gdIoVkYVgYhW4BpQCK6tWIwGO450Con1KYkhRCQvPHUTuLk8Yn2syLVELZRIDdFFxnVEa5FGd2SOVIJteU7R0bNYdob74p4Jj69+9av87u/+Lnmec+LECb74xS/yla98hfF4zI/8yI9syb7O8HC4leDTY4nArAy3Py7ktAK5eZ5xc2u0ihtieJvxXk6TUm1rcmvbqhQMxx4h4pbFaBIP321BkkKm+TkPno0FwGg1fc+9hJwm/07b2tpuuFFFvPMCpXUSWs0ENDa9R7SvjzEFw6m1PdLoPlm5DSdAXn+dtddfIoSAkJLy4DGG3UPMze2m319gePF1nG9wMVIcOMHV66tt9tmyPhjzblig12TE4KlqSx4HLCxto9srqN76c2KE4APKN7gLL7Fzxy5AMD7/jbZyEKEa8OqZt1n41Jd55+o6PuvwjcuBGAI+wlOLkpXXkrOMUuAaz83XX+Lgs9/Jn11wEKDMBUJJRrUnzx1aKpSRzOcZSqp2tjaJOWUmNakrKYhaTY+182mh1HdY2O8FHwJ1Y2lcuo4ntm5g7vm+GWZ4HPgo8iwiUpF+c5t5dvNP7W4861z6riFAE8KUYze/534t6BPIO/y2/S3CfWnf001AZuS0rXtcp9ZqAWR2FT0eIso+A10mLlFpjj+p+nvWhg1RiJQ8EVC0M/EuRLLMMFyr8C7Z9EYR2dtx9HXDQl/gR0NCZ4FL9Rzjcc2r9SKL3W/jwGefY8k0yOgYnT+dAusoEHZINr+LstfDxpqF7/hB6uuXGL7+dXTRoV69TnSO8blTlE+9gFu9jspLBu+ew2IYv/T7KJNRCYtf2g9R0t25i+rKOYZn/hC1/RB7D3yGPx0pjI5IpVhpNFF0yBpJmUWUSNeUixGtU0LpUTkWWvcIG0CIJAY749gZnhA+ihz7XmPZECLOxalI6q08+2GIZbUSycFFwLCyDMapc0PINLpttGwNCCwg0VKwMki6SXXtUFoiCciYxpG8V8QgqGrLqLZ47xiObepmcz45TbW7XOokki9IFrvjUUCIyHrjkVqwPraUhWZ1HMgV+AhaC9YHkSAEWQ5V5Rl6x+u54lN7j1OdP4MxHqEUZt8xzlxLQtzjzLOQ57NYdob74p4JD+89zjnyPAfg2LFj/MZv/AY/+ZM/yWAweCI7+HHGZoKfEP9ma63J/LOUEpt6gKfv3ZyV3PihyqkY3sbrxAMFTHdDmjHfeL9EYlSYVvMgZZUnisd3W5BCvD1Q9iG2FmJyuq277cO99m+6b23L2RaxPCkwSiEEjCo3rV46n8SXYoyMKpvU8eWGTaKsVlh7++XpfHr0ntH5M3RO7mAl9BH9E+TPHsA0NzH981y7sUJdN0gRsULR+Jz1KuBjk/zUJfTsOoO3v062cy/+xiW68ztYHcXkF46giL71Ovep7VKAQ+NtzfLKmG9cyylURCiBjYLKBWIzxLuAzkRbPYlIBB1lMUrjRaQwKakUVKRQhtxISqUQIWXLg4XaBvIsWWE6H+hIhc6SgrmWiqy1x9x8Ldyv2tJYz6j2+CAQtNVik8RTnZ8pW8/wZPBR41klJd417Q162rvNHAt35tmUYLi9DVy11ajJw/dqQb/bvm3+t5ICfwvPaqnIjaZxKQieBJr6xmuML5xpE7SC8tAJRnOHiSGg2o4SZz3bTEWsB4i8y426AAFlaz04qmoa51IyxweOZleJ586zuCNn/f/+PsrkNKrk0Ke+h1Mc4epyzZujCju/yp7lP6fb71Ie+hTyndcIbat2/5kXWP3z/4W0Iyqg/6nvYfzOIi548n4Ht3KF6C2+GpLtPsLyqT+hePYLjE59lXxhJ/XNy3SWtqN8hVu/yepbf4pe2El339M0ouDS2+fY//R+btSa6AMyMzibEjguBGSrtVLmGil4ZI6FtK6l5NhGtVhKNePYGZ4YPmocm7bw6LFssra9O89+mGLZ2jrqxk9dVaLzKCWQMhIRFLlBNo5RVeOdx/o0/qycZxgEhZFoo6axbCQyHDqurY1ZH6Xkh/OePNfgIzpXeBvpZZpx7ZAKqhhQpMS4EpLcGDIkwkDjA5ULuOBwPlJ2Fc4l4VWtFUFKvn5znqcPfYkuNZUoOXMz0CsVRa7p6FksO8OD4Z4Jj5MnT/KHf/iH/MAP/MD0sUOHDvEbv/Eb/MRP/ATj8fh938GPO25XlU7Z8tvlVbay752ykhNxpYltIHBHEb77YfPCdSfS75YZiDidyVbtj36y0N0x2y8ESobbAuXUmnfv1rB7ZfVDTFW/iQtB2v6GoJSSSVl6WFlGYwekTPLELmyS6Q8hqVErKRhVjmywjndh4yaBNCdfNOuIOMaqkmt1wXi8xN5eQ7x2gxgiXkg6h4/x9romCk/dJBu07XnNlVNnmOstEYQiColduUpv97O8ct0jleLQU4dorl1EKkkMEdXfztVRJArBiAwIdDtJb0M1glJrKApMpokhUBhJFSN5pnG6S7frUEChM8bWEmKkX+bM9TWZUWm20xgEIWXBEW2GPM3bG50sKI2WGCM3uTDc/7zcWuG4U7V4hhmeFB4Xz04rkEpssUF83DzbLTOsdyipMFqQaX3bDcWtPJvEpdv93MSzk5GS+/GslHeuqk44VojJv8NtPJtnisGoYX1saRqHlJJFM6a6cCYlGWIS4Bu+fYr8xA5GosNg7MF75oZnGZ47Pf1+Ow4eZ80cnI73DMYeESEG2Nd1rL16mqeeOczai/8dvMN7h+5oVl/6fQ5+YTevNo6nFgW7/DU627ZRdLpUl9/A9JfQ8zvIdx5i7bWvpy66wQqhHjI6+zL5/ALV2ipDb+jtP4ZdvkK26ylGy9cx2/ZSDceorMDH1Emhl/ZRvfl1zPz2JCroA6NLb8Cx70MOVyhkw7DokmWGwii8TEF2jLTnZmIPzCNx7OQaulO1ODyC1sEMM7wXvF+x7IaLn3jgjqfNn/N+xLK+jZnuxrN304b4IGLZqnbUNnVDJF2LNMpBgDxL+iS1DVRNQCiJCB7vAjaAVBHrxZZY1sdA1STtKxcD3gWqqiH6QIySzAW0kQwqizEK2wRcE1C5wMVIbF1gbotlTeL46GChk7EcPP1SY7QG4bm0Dp1snvW6QUhBt8iY6xmKXM9i2RkeCPdMePz9v//3WV1dve3xffv28Z/+03/iN3/zN9+3Hfsk49ZseZrnu5Ow3Ma/N9uCNc4jSKr9k7bmB1W3vt1eTEzbtzY/Npk3nIg6bTwX75rth6TOPXERmATKG++dLJBs2dZkgbt18fE+zYJWzk4FhFpO36ICXjWOwchSTzzZbSRTkixrW+CUwnmPsw6hFGWm8arERYjtDY1Uhvlehn3jj4nOIWTG4u6TnAu7OBt2svjUAnK8zpiSN9clEZsU+YVkJDwwwvvAZVcwrwQ7n/l2BufOMKyTGnax7zl+72LB0zuf46mlJdYvvM6NocfFSPfQcb51PWCK5B+f5xIpJHkuWW4Mzz7zadbPnUICvULQf/okbzYZO3uazBiMkdSNIcs0/Z6h0Ia5rqbIM3IjyX2atbUutZPnmUJM2suVbNXJ02I7adu8X7Vlcm1qlZTEJ+v/JCi4dc5/hhmeNB6WZ2/lxsnvA3hfeLYwZsvM9x2tdTftf3rd7TybGbmFD+/Gs5lWt1VVJxzr2RAqFaT5aNm+J+13YGVYUze+1RAJdKoVYvJdTVa0pLl5NVrFFiXBe7piyPrZ08ToCSHdqK+/dYr85CLLtuTmsMbZgJatQKobQvCIZkR0bnKGECEAHl2tkpk5juZXCGe+jjUKP16mPHQSpQ2jN18kugYVGnRREHYdJjQVECj3PouvX0JYz/IIeif/34yyHL3tMME21DeuMorn6ApN1ulhfQRlkkC1ykBnEAUxpKRz0V9gl+6QGdN23iS7cBeSQ02RqXQ8pH4kjgWm7hCbORZSIWHGsTN80HivsSxA4x1KyS2j0A/Cs+93LAt359kPVSzrkhhpCBONkphGM0TEh4zaOsaNh9BqrgRAJMv2iWV2HjdiWSVBCbC05zR4cpU0n7SShBgxrUCokOCkZL5UDEYOLSI2ginEbbGsVopSaOrgMUqxqx8oeprCKBRmGsv2rEEbSa9r6JhsFsvO8MC4Z8LjhRdeuOtzu3bt4qd/+qcf+w7NkHBrtvtOmAS5mzOQPmwIRU1a7B5mRu1Oc4eZmRDF1pnLe80p3i3bPxFSom15vvV1mVHkrTvB5m1NnpssPhPhq7BpH0LYsBuTMu2rdYFx47d0lTTW41z7OQiks7jQep437bE2PcoDx5O/t4j0Fxbg6ivUKytEAjEIZDVk6ekf4J2B5rW1SNN0UncNgUwprA/42hK8YpyVINLCdvl6w6WbDXt2vwBLB6hWNaduBArtOfVO5GXf59mdn6fcbgnO8H8vO3x0ZEoRhKepAAW2EazbhjPldg4/9910aahlwfmhBhlZmM/JjU6+6r2Msm3rKwtDt8yQUiTlapVuNPIsCTwZlf5P3Eh7TxZ2KR/Mfm1ybSbRLI1t/eQzIymMnrUAzvChwIPy7K1c50NMwplio+Lz4eDZjUB6wq+3WkDC3Xn2ThwLbOFZoxVKtsMTItkjro8tzm0YJzrvGasS5UL6BJFuCmwQIEuGlcUoAX6YEiIRIAXYPgbieMR6raiHjsp5+l3DqHaMdYkQkmhKUBoRHBHwCDySJpvjyIJn/fxrdDwIE4neIVxDPbhOcfjT5DsOMLh2nlgPAdD9JYK1VFfOIbMSM9enN3+AUVAMz51FR4cwOeXSXuY++5cYXXqTvOinRMfCXmpnKfY9SzUY4I1BZznzRw9TFXP0M4MPgUwnS3ejTbqBMKk1XYqNc/OwHAuT62QrxwohKPMZx87w4cCjxrLp70fj2ScVy6a/78yzH5ZYNs8UcWxxzqcRkZC6OrRUjCpLVQdGtcPopHEyqBKXy5bjlRBbYlmlJT6ZgxOsp2o8xqRxlSAjmZDkWhIi1GObuiG1oatgrU5iodqL22JZLxwmV5TKUOoMHz1aCtDQL81GLCtnsewMj4Z7JjwA3nzzTX7rt36L119/neFwSLfb5ZlnnuGHfuiHOHr06JPYx0887tZaN/mhbZ2x3vhjM30/yCzwveYO75TFfNg5xVtJ/m4tikrJu2ZNN+y8kvjprZuKMaKUnGbqK5ta+mzb3mZd634g07yzlILGRkLwNE2aLR2Ilth7hyif345shhSqYuX1P0ntzDEF72H5CnNxjbfsAkSRrM0ArzZaBrWK1EpwaaDYu/84/tVvJj/66FkzS/zxq5FGNDgHIhdUjUMJwZ+e9djao4yjU0gGg0CZR3pKgxLJZpaA0AI7DrzuM2LMUCqQK898L6NbZulmzQl6XcNcYRAytceXuSaSFta0qCbbNtNWbKUUt1ViJtfcgxD85ms2a0X5pLjd8eFuuJOo2QwzvJ+4F89ORlcmmPDs7fxz/+28nzx7p66PzS3am3E3nr2VY+HWtSRxbNU4rAOvoW4ctXVopYA0475Kyf6Dx6guvAKQNDwOPMe7VUYUnhgUXhcoJTEiYq0nKiAoRuTUzuNI5+DmakNhFBdXFc8/9TxX3jnLgU9/D2vf+n2kyRlHzdzzf4EXb2RskyvcHHrK3g6MGmBXHYFIvm0P7sZFVi+9RvfgMYavfZVYjfCjNeY++5dYP/cK42vvYINg7mRJX1xjcP40tfdJZDU8z5WFz1DtWGJBWbbNd+nuvkpz6U1uBEW2sET/0LOExaeoVB8DZFoSkVMxvYgga3l2kpzYeuwfnGMn50rJDY5NYoUy2TI+AGY8O8OTxMPEsunvR+PZJxnL3otnPxSxrFF0C41r5xVHJG2Mxnnwcaor5JuY+Ps+sax20DQRO/b4CJ08JW9p96OJgWFtcTE5hQ2rgF8bo0xyZVlb93eNZbUNdETGel2Tpk4U89kslp3h8eCeq+Jv//Zv80u/9Ev8xb/4F/n2b/92+v0+g8GAV155hR/90R/ln/yTf8Jf+St/5Unt60cGD3OBP+hr79RaN8HmmGlzALU5lHoQdes7vSZlne+8f4+iuTGx6/IBbFudU1JQ5g+ndDzZxq2bEkJQNxYX0oJg27bGxjq0EkglUTGSGUNZaKrGImRAS0kWI42NeBupCQghaERBkAXz6gqdnXuJQjK6fiW1QQuB1mbqTlDVHmMEhRQYEQgioIRCKhhUllfCEgtHvox2I8Yi4w8u1EgXmJ/LGPk0q/rZHRLjK5zp8Oq7lpG1iChZnBOsDgLrdaB04GIk1wIcRCFoFHTLAgAbA00TqcaOvBCUhaGjNXmup4JccjprmtS8pUxCWXdq23zQc3srNl+z2UOQ/d3a92eYYYKHDSLeK8/eet1PePZ2/rn/vt/6mtCK+qkIt8+7PzzPTvZ58juafv5D8uyWdWXL44ljqyZgtKQaNVgXcN7j21EXrWTS7Jh/hs7cbmK1jjIdlpuc0ERkWzUc6g5LB08wOPcyhXLEaMmeeoHXfE7EoRVYIemXkiAEKsDbfjd7Dy1yVVjmv+9Z6uEaptjG5Uaxh3V2zeUM5iXb+vPkvf30n/4sMi+pLr9FRJLP72D4yp+Q7ziIKPtEWzN8+5vk2/ax/u47RCJ5v4+98Q7zu/eBkKxeeYfq3Ets2/EMf3Kjw3WTw7pgrnuAQ4f2ohnj8x4383k6JkO1B+9ePJvO0e08+7BOFPeKDe6FGc/OcD98kLFs+vvRePZJxbKQfkebx/2MVg/1O3pSsawSYENExpRcVlLgACkjUkAnN0S4byw7rlxKThhJGTW1gGZskR46fU0UkqZO4vnRR/qlwSmLJ8xi2RnHfqC4Z8Lj137t1/h3/+7f8bnPfe62577+9a/zsz/7s7OExy14mAv8YX8Md/uR3Tou4tv5vw3V/wdTt741+z4hcRnuPKN+v2z9nTBpHdzsMW5J7YNFph+YhDYLYk32QbbWYiGmWfG6bemzLiAFqHb/dKbodnQr8ieoqoBQEaJA6yRKFVr7xSZGFqvzXL98is7gCnb9Jr0Dxxku36DcfZQVuogYcU5ADNRNIlzrAoWejLVMMvSBl65ZnJM4V1M3DqMlWRAUWvMd29cZXzhN9IFMKr548Bh/dK3LaOhACYyBhVIzrB3DoafSAqXBu4gZeOr5SGkMRktGwoGMaJWhS02WGwRieo2I6XFM2XzYWs14lHN7t/P0MHiY1tIZPpl4WN58HDx7pzZmlNwiYPYoPDvhQSkF3kMT/W379kHx7Obtyvbfkz1wbUvwhGetTxXFiUtMppL6v9GwVneoyWnGSbE/N6ndOUZwEd6Re9h3yNNcOUsQimtvvcmufYJa7wFAeogxgE9yd+PK8UYjULIg3AgQl3i2vE64/Abb5zLq81fYf+Qodvkd4vJFVs6dRvcXkUWXfPcR/HidUA0YXziNXthNqAbIso+PEU/EFF20FKyePUXdOJCKbQdPcP3yZeK4YW2oiGXAKM36GN5C0+8u0jcZi0YnN7J4f559XBw7+ayHwYxnZ7gfPuhYNv39aDz7JGJZSL+jqnFb3tc4T8Q8sLbDk4plRz4wGDWEEPE+CUlLlbrQOoXGyOSg8yCxbPCRKCIWj7WeEBM3Nxa0lhQZBAISgRECkUu8I32P+8Syat2zsBDJtSHLJCM7i2VneDy4Z8JjeXmZkydP3vG5EydOsLy8/L7s1EcFd2pps26rp/dm7+1bhY8e548hM4rGOUKAMp+0tz58G9Ukk5lE6eQdv8vmucfNStoPsq2kUL9Vc8RaR2MlE12P2t5uFXAv33ajJyre6biGKBjV6fOdTz7lWik6pSHTEp909BhbT2VTl4mMgr4coZshMe+yYnMaBzvyMeLSy4hQQ3cRKQ129Tpzx7/IuprnRpOxqzOGekglC66OdGoVlILcSPaVDcoOaWTJW8siLSoiEAIMak/pFVE6PntAsfb2KZSIOB8ReMbnz/D0/i/wqlOgBK6KVE2yrFWZQIRI8BHvQBUR13iqEFGyQImU+a5dQLZCU0Ynq8IYkz/5BHWTrMgmi2amY+viMjm+Ks2+3uHcPu52vYdtLZ3h4433wrGT9z8unt3MsVJCmWePfP1PPsv5FKRNvs/9XGEedFuPi2e3VLZM2qZ1gcxIGhupnMP5gHMhicsp1QadqZ15XHlG1kIQSClpao82SfhNRhiPPR3GXHn9pY224xgRF8+w+5klln3OYBSIURCCY3fRkIcKUXR5ZySwQbKv3zB+4zRLOxZp3jnNnhe+gLt5Ea01o6vnUEWHYCtCNSQKRe/pz1CdfZnYjImdOfrHv0wIDtHZRn7jJuXep7h54RxBFwg7gOAZnz/N0rEv87W1jLqyKCFZ7OvpsXbWIUtNGltJx161riw+JG5tbDofk1GWCc8+aY6d7PPDPD7Dxxsf1lj2vfDs+x3LQjpOt3JsiAIhJLnhA4llo08JHklAJpsXfBA476ZW5zFAlAGFoigMBZGqdqnz2jlcjGjZuj21YyFpcCTiPQgZEFEQvSBEGDQeozSxDhQyUPuYLHFdQGYChEBEQZ7Le8ay1kZ0V2FbEVXIKE28LZbNjULbNVQ1QnX6uGweSLGsataQzYCY9/DFPJnRs1h2BuA+CY8vf/nL/KN/9I/4mZ/5GQ4ePDh9/Pz58/yrf/Wv+PKXv/y+7+CTxoNe9HdyRZnMivlWvX6Cuv1hT6DkRgb3Vjzqj2EyJgKttWB89NapSbIkyAd3LOABW7WE2JjHdD6pYlsX0Tq16pW5wfswXYx8CNStBdZGx8rtvu0+pAWhcWEaODfWU7cLZ6dI83xFpltVaseo8dS1J88VO+sLDN9+DVUWaDwHdh1hNZtnV3OB1eW3sR7Wgd7SdmpyZLHIeraXXctvM3jzVGrljvDUoeO86naQa8khdYXqzTMp+EVwfP9zrDdd1m80CCn57qc7xKZC5B26ooGUWCczEucimkiPBjBED0WZIUit4HOFYLVyCAQ6g0xqZEwLoI8eRBKXUkoQRSJ46xxFrlFCpllL59Ey2YeFAFqlxdSHkG6w2hnHdEN2+2/h/WjXe5TW0hk+engQnn2vHJsZ9ViDjls59k7dGA8DKSR30BO9K8cmR4EH297j5NnNNwXOB+wkaRoj3gcq6/AupGqh0mQmzTgPazvlWG0USiQbxeGwoXIBEVPVrVADrG0dV2Lab+cDnTAi111CbrFN5HB2jdH5V5nfNoceBnZsP8g3/SI5NQ2gBHR27MBfO4uoBjjXEOsR0VmEzhBFN1UuR2M6J/4Cdjwgn19i5cX/hTQZwZTMn/hurrLExbf/lL3d3WiuE70jCMWo3MXb1yAECRJq6+gWGq0EkBI6E/eEXifxbGo/T+vp+rhBClqdE7bw7JPk2Mn18TCPz/DRw8clln0vPPt+xrKbsZljIWK9Jzfqicey2iSh08Z5rq81aA1EEEISvKeyoFTEukhuJEKBFoE8N6yPGkJIHSS+CQQZAYU2rQaRkoQg8NHjPeiuwA5TsaxXKIZ1wIR03eVGE3yk29EpxlaSTEGI4q6xLFHQLQUKNY1lxaTjZZLwFxKjJNnyG9hLrxAAKwT5gePYbU8jrr/O4NxpJBGpJOWhE/jdz6GkmsWyM9w74fErv/IrU50OrTW9Xo/hcIhzjr/8l/8yv/Irv/Kk9vOJ4EEv+ru5oiDS/0PYGC9J89Npfm7j/UmJ3vkNf+0JHuXH8H60Tt3rxzrZ3uZq1WQ/HqzVUFCFSGMnx6A9VpHp94ixtQlzyQ6x/VYYrQiBaaAI6XVVK5rnfFp8rPU0kzZrkQi/aTwxRGrnECJZU1nnWTQVo0uv0+9I1t9+kaAMeX2T7Z05xsN1qNbITUEVDYPr1xE7DrMcexi7zvjtM8lLXApKYZGXvsFzT30nA2dYeeNlpIioVpx19NbLPH34S+wvMp4uVxndvMo7128iY+Dgpz/F1aKgrmq0lAjpiUoxpqTMIsM6Ob8oJegZw9qwYa40eJ8EqDtGkeUKIxVaKzqFgQi5lmRKp4SMEighp1VH5wJ1TNVZKSXOgxAb1YQHaZnf+th7b9d7nG3eM3w48SA8+1g4NgRCDK2Y3Hvj2Y8Sx8Lj59lbOTbEAFHgvE9t01JClAyGNT4otJAIkZ5vXKo+5kYlq8UIznrGddpup2dQNqClYD4LKBzCFMiyzwG5DmEZ3e9z9fR5dsznjN5+Ea80/WaZL+47TugsMt69yPz2Hax99U8pj54g+BWEVMTgEUoTvUPqjKAyYtFj9doVtj31aZb/8L8S0LhxQ/A51//sD+h/5/8HoTTXraLX3Y8IFisMV+ttxBjo9SRdoymMwRiFkMliNsokbptnqk0qiyR2KybXcOv4ODkPId6TZ9/PlugZz368MYtlN/B+8qxWkghTjvUhkhsxHbmAJxvL+ph0LOrGpoSVj9NOPC0EPqZz2i11+93bxFZs8BasT59f14FxtEQX6Hdzxki0Ehgp8DEwrh0ueIwQjIk4G/EhHY9MKwqtcAJKo5EenBAEB2Um7x7LOpBKpJh1cyxbZsnqu41lM7fO+PwZjBIIkboeR2dP0St6rJw9hSDxLCEyPneaufnd0F286zmcxbKfHNwz4TE/P8+v/dqvMR6POXv27NSl5fDhw5Rl+aT28YngYS76u7miSCFBbpBnIqg0R7cZjUuCQTGmgGeSRX/QH8Ok0gZMq0d3wntpnbrXjzVln7faY/lN83P3Q5kbRpVLrdoCXEgJgUKq6fEMMQlMTf5Os+gp+62kQAhPp0hZc+vSYjJZS1I7YBJ2yrRCIBg1DVUQQKR2Hm+Tovagsiy4NeaLgtHZF8EHOrt2MTr7Mr2Dx7A3r1EcOMHo3Cl0rqiDorvnKK/dVBws17HBQwzMySH1yjW8D+T9V5hb2s2l4GmIaClTUkFrnsqvs3LpFYY3zqGV5JlDz3PhyoB3XzvDgU+9wPmXvoUgEqWkd+g4ry4LkGCUpCwMpVEIqcilRquAi+CDaK0ONZ1MEwVTpf6FfkaRqeSEoOW06ttYR+Nim/iIKJksyybX7f3wfrbrPYgI30z5+qOJB+XZ98qxsFGNfBSe3eomdXfhsw8rx8Lj49k8444cG2IgEOnkKXgejBuqOuDamXHv0uje+rgheKhyT65F2h4C68C5yDsjw7MHjtO/8iLNjStIrege/Sxzwze4/tKf4G1D0S05ePgY1958g7l9R+j1u7j1ZcS1Vxm9c47u3Bz2+qtsO/wM9fIViv480TvKQyepLr6GLPqQdQjdHaxeuoC0A9y1c0TvsNai8g4jn1rsQjVi8einGJ8/w8g5kBlm37O8u2YoC0+3yOiXGilTtbHbMcx3ClQr1ppp1d4EJY5NxzhObSE/DBwLM579uGIWy27F+8mzSkrSAJ9AkkZOaBM/H0QsG0LS5HAhja0EJaitw7qI0ILgPYOxJXhPpg1VFfA2cYGLqfuvch4bA856hBSMvCOLisp7CqOpKkeUKSfmA7jG0+8ZdJRkmSRTCpMJhE/Xiwe0BGUkSHHPWFag2u4YTZFpPKlg2Cs3xbJutNlltu2iiYThcirsiVa/MM1uE5sh4h4Jj1ks+8nBA3mXlWXJ8ePH3+99+UDxMBf9FvX6TX8Ikk6CCgGtN+yoNiuxT7LoemKbFFoFfcVtPt53wiQDPCFvKQWZltwpgHqvrVO3zlJO9i/EsGWBgJQ1nviJ3w8+BPKsnQiMEeU3KgxGC5SSiehbdemJujYwXXxDZLpvLoQti3XTZr21EEgh28lDSQjJXtA1NctDSyZT0D02BQveEVsJbxEDBI8XkuAr1q9dZe7ISVTRZSy6XBZ7WB9bbLdEIsmkpVm9BjGi84LuwjaUG3D40E7evHAdiAgp2L5jG+vnXicXjqAAEbEXT7Pv8Ge5fu0Gq03Jrhe+E9OsUWd9XrygkMozVyh8EekUhn5hEFHgOopeOzNeNQ5bB7SRdIocFzxlptHG0ClzjJHkmSaEtCBPRKyANDPaHl8ZAkLraeB+L7zf7XoP2oKbXjtTvv6o4EF59r1wLCQumQhoPizPTq6vzYKiWgpciLe998PKsfD4eLa2DusDoa0yTmBDQKLa8yOIUUyt+hrrubY6ojCK6JNYXfAR2VUQoXapatl4Tz12VAtL9BcPUszvIeqCznyX+uLLzB84iq1rlAxQj9jz/AvUl9/G37hArAfo/nYKFRm9e57uvqPUy++y8OnvIYwHiCwnIimf+xKhGlE3DaOzp+ks7UNl28mXdpJ3uzgNI5ucY6RR+GKBq6HDtmM76DCm388Zjiyf7hvOL2fkhaHMTbqWjKHMNXmmW5tEuXH+JsVyIdBK0FifOLh1F7gfzz6JlugZz378MItlb8f7GctqrSiySIwS/QHHsj5G8BEhQUiB94HGe5zziEzR0wYnICDbJFWkalrXlxBZH1mQIX3zEBBSQgjITNOMU8JDKgXBExz0C0VhDFJrlDKYUpFpjbYCJwI2BLqdjGgjwggKc+9Y1odIVXmkhE6RM248mYZup5jGslrN4doLIsZWSFsIRGcbou2cEzGClAgpUWX/NsvfzZjFsp8c3DPhEULg//l//h9efPFFnnnmGf7W3/pbLCwsTJ//yle+wr//9//+/d7HJ4KHuejv54pyqy3V5uxybMcfJq+d/l/cn1wbl+b1JiMIMGk5hFvjpodpnbpbhvFus5RSyCk5TSoAuiX2B0GMG4rKznmMTh0KmZaUuUqtz2Lje6QZ0XT8hEh/h5BUpFM7X5olZ9JGGEUbZG5Ye9GOrlCvI2TBDQdrLlBkhmtNzoGdh3AXXyI6RxQSUfZYvXKFuYOfoj73TYZvvYTYthe/eAQhrjOq5zm3knFk33PIS39O8AGVlSw9c5J3v/UHaBHpL21n/87dvHNtQCSQ95e4fOFd5jJBjgAfIQaEs8SomJNrXPjGy0nzQ2uePXic08PtKKDMDP2+oV9kuOARKAqjp9fAfKcgzxUxyumCnpnU5WG0TAJXnnacJaTWUz25RhTWRbJMUGaq9S9/kNGkJ9+uN1O+/mjjQXn2vXAs0ArwblwPD8qzkyqbCxujXiGkjivBxv6kbT7c9X4nnn0Qjk3vTcKXD1N1elw8m1qrI9ZDCKlLIe2PRKiNQJ4YiUJgnWN9VDOuPM6DQqKNhBgotCCEdudEJIiAd4FmbciF8++QZTn7d3rq115CjlfI84y4coWAwhz9FP7qWaSvqa+dpXv4eUbnX0HvfpqwcpMoNN0Dz1G99Q1Gb32TGALFgecQ3SWawTpu9Spzxz+PvfEu1RuvEQ4cp//stxNe/RqNF3ghmf/U9/J608NoGJKzJFcYnvkWPnhyH/nM0ZOs5AdBKkzrgpBn6VqcVIUFIIVISRq90eafkkFQZGrjhvIe188H2RI949mPLmax7Mc7lnWNQwgYVxVr46TdUZFcTZSSKCPIVKQJqUujcR6lBM3Ycy06fJMS4XXbtWisRIpAbaEJjhhSd15lI6NRzY5eztq4wmSC4bhBCMl44IDAcNRQ5AJpG0ImiNZjpSPLRHKriaCFJqhILsy9Y1khqZuaxfmSIlP4AL1uhhSSMt+IZYOep3voJNXFM8RWbLbcf5wq30nvyPMMz55CyeQW0z10kljM3/MczmLZTw7umfD4F//iX/DHf/zH/LW/9tf42te+xl//63+d//Af/gNPP/00AH/2Z3/2RHbySeBhL/o7qdffrS1p82uVakVFb8H9somN9dQ2TGcFlUwzgGm7EaMTsT5sa9TdMoz3+jEKkRbC0FggBeKQWvUexIpr8l0T9afWPynklgBw8/nIdCI/ISA3uhVlClN3A6PTTbyIERsCiDQPLqVsA0/Y3lxg+NoZGufwPnJo97O8rXbhfRJgeqXewfFv+38xeuObDHxGfvCzxOuXubE8ZG7HU5SLO7mxHrh69TrOfpM9T32ZV6811AtLHH/mu8jePUM5v8D1U/+X6C1WSJZtRlheZfuxz3Op0rxtIy4EbgwD+/vbcavXkEAdNTufPcG5U9+grm2ak7WW8PZpjh7/bparnDzTLM7lSCGobaqmCimBQL+To5UmNxJjUku10oq5jkGITZ7kbet5apcUFFLjQ1rgQwZFlio5D6uC/iTb8WbK1x9tPAzPPirHTvjl1q4PuD/P1s2kpXgrz044Vsq07Ye93u/Es0qJ+3KsCqEVEowIkUbjBA8m4vf4eFZN590bm3Q5QkyVXWEkMaTzF2NkPG6ofTr2lU2Jo0xJCqmJQuDam6TMaPIGLB6jBEd2FmT5AYq5Ba59/ffoLxRkvX2MXvsawuT0nv9u1l/8H+Asor+duZPfhVu7Sf/4Fxmu3AQE3b0Hqd99GxUcxYFjCCGp3n0LjaLqH2RhaRfNu2/jbr5LsesA9dlvsPpOn+6JL9HpLnFD7eK1cTc5OgjBrrJhfOZVlExz8UIJ/KXX2fn8XsYyRyuFMYpuobfwLNC26W9w7OT6yYx4KBeID4JjYcazH2XMYtnJd/74xbIIsNZhHYyso6ocw6qhyDQheISQhCiQRpM7gdPQMYHVqsK7iIyCrCOpxxapBdYmbrp0c8S2XgkRQoxUdXLdkgQGtSOXUNeKrFQo7cnzthuEwPo4YqQgjw2NVAQp0E3SjgpBkCtPp6PJFhRzxd1jWS0jplMghdwSy4Kg3zUYLTe4c+8x+ot78ON1vO7gsvnk9LL0DHPzuzF+lDo7inkeZHxwFst+MnDPhMfv/M7v8F/+y39h586d/MRP/AT/9b/+V37iJ36Cf/tv/y3PP//8ltarjwMe9qJ/mB/FxmslTfRTX/AHqfRMCFsI0bYdtpnwkLLj6fH778+drMc2Z9jTa+L0dXdCjLQLQStgtanambLSW7OTtx7Pyd+T7zR530Tpe/Os/Mb5kLft4+T1E9G3bpHhvMNHwKZseIgRJSPbsprVi2doGosPkcZ7xMUz7Hl6iXeGhsHYIqXgTXOAuWe2Y9fXuS5LqvIEu1hhZeUyN968iq0bZEue0o6JLmO1snzjquZ4uZe4congLFIIzPx2rowjNljMquUblyNKwAv7j+PeOc2loWHbwgHmDz7H23YbnWFDDA4ZQShBDBHvHapeB1FCEKwOGso83Sx4DyF6tNJkWiFFbCsGSaujU2hyo7echyTeOFlo/Zbjr+SG7eXDZJifdCb6SbR5z/D+4mF49tE4dvJ3fGie3TyGsJlnRRuQP0hC8EF5Nt6l0XbCsSlI3uDHSTX1TlWgW7e58e/4WHhWCkGRGaR0NDagRLLDJiZ3p343o7I1mavRjKh1wbgSjJtAx2h2FA0FFVnWZ9WXGJWSOPNlxnd0z7L+x/8HRI3ZtZ/tcwZf14hunxg8+d5nCOM1ij1PE6WC3vY0Pji3iCh69PZvR+cdRNYhW9jB8NQfkB04QbHrMMWBYzgk1fKIaryOkYp850FG504hlCLbtpPm5mWqKrC2sJ9RHSB6ylIhmyEx+nadm9haRqQdIss5tEodcbfy7OT8iVuOvWr1DTavgQ8qQPukMePZjzZmsezHM5Ytc8OarhisN1gXqL1HxkiISaizaRxITRdBlglGo5RYz4xiUDVELajr1E2jraDQipH1GAGjcUNZalwdCNqjZMSodJOoFQQC0guGo4Bz4Bx0OpKqijTeoR0UhUSZpBnla8jzlKS33jEe11AWd41lEWZT4mYjlk0jQ3p6LlIsGxHZHKpYwNlkYTs5/sIsENU2bASxqSPzfpjFsh9/3DPhsb6+zuLihtjLD//wDzM/P89XvvIV/vW//tdbZv4+LnhiFZQ2G/wgV/eEsDdngENIjXGTucf77ffm7PdkgZJCtCQbpxn2yfbu92NM2g9yutBNSHzz4nJrxt17h7ola65VWuQmpLT5/ZsXmLLtTogRVIRx7aeK141LZuSiFUSSpBbs6MHGSFat423Axs0+8pEsVIioObItMqfXQXe5NNC8s5wzGle4GBjOdzHvXEPJZAseSfZcXhfU3mLXxqxKwfXQ4XufPYZZu0bjJVfGgdHYoozi5kDStLOZX7veY8/S5ylFxZoqefUNh/cjju00zIXUBjgp3toG6tpwbm2VMtNkuaRUhn4nIzdJIqvIUguoyTK0SemYEJPy993Ow+bKx+T4JjXvcNtrPmyYKV9/PPBh5dlJWzeAT+PL02TDg1xnD8Ozd8NkVzOj2qSI3MKxk3291zazacWUaYfKnXh2MwdolTq87sazVeOpG4vWktwYmpisGJMwXWBHfYlrb77EuLEgJMcPHudVuZ1ni2sM3zpDkJGYGfYePsFrYTuDquHbD3hWvvr7EDzraEpV4N59k3z3YerKouZ3k81vZ3juDNm2XWS7DqHLPuOLr0P0iNEqemE3rqqScn9ZkB/9HMYYVv7ov0FwyPmdzB3/blYbg5Ym2XYrSX7gGLiG4GrU+Cbz/3/2/ixGsiy9zkS/PZ3BzHyMOTJjyjkiszKrijWwmuwqUpdQS+wGpMbVvegHQQIEaAIhCBAgvRQgSKAEQdALAT5Q4oteNOJCEK+aakqXkMShKXarqKrKysyIyDEyIjIz5gh3t+EMe7oP+5i5uYfHlENVZJWth0SkubnZcTvH1l7n3/+/Vv8Dvjc+gPSSQWtYW8/Bg4+BXIMUCqkkIh8QggeRUeZmz/MAdJ0scsdN0udlZnvBs59/PK4cCwst+3G0bJSCumlpm0jlPVVj05ijSmam1nq0TkbKLkQaGxhZy6RqcTFtdrU2UBYC6yPKBBoX0FrQtB47CYQJRB9ROuJ9MrRHem5vuVT0t1AuGaRMnke3Nlss0NcCC0TraMcBpSVtC0UGksjtDQdectHfW8v6LBmuGmNQKo1W+RDJ5fY1sdCyC3wS3LfgceLECV599VV+6qd+avbYL/zCL5BlGb/0S79E27af+QH+uGF3NTg9dv+5rXnCzroKemPTvGCRqQcaRM239IX59j65/f7TCvv0/R70ZRRipwCfP9bWJVdoHzxGTX0mArbr5VNym8yESO3CU4SYsserxs4+n/Te26SVkv7SAjGuLc5Fgrf0mYCtyPtLBNmHGPHW47MeLnZmVN2splYKkfd4Pt5g8s55WimQSnLk6HNcYRVILtfv3Ix89dSL1JfOUeSCqvX0T5zhtWseKWDcWvqZYWQd//4Ny9f2vYC/cp62cSityI6e5o+ue5yPHFhWfHir5caGQ0uYuBolIFPw+jX4+SdOIy6fRRBxEQYnz/BfP3QEGXGNowiGRkSq1rHSz9MoSogYLVkZCGL0+KggRjZHLZn2DHrmnu2c8xXzz9Ms4Y+qzXuBzw8+Cc9mnUeFVhLrI5kRD2XE96g8q5XEc3/Bk77jd79XiIHGpveIIXZeIzsjJpVMNwFh1jGyk2dHlaVu3Ox4phy7zQs7eXY0bhm3FqMkubEs9TKUghg9mZswunyeGKe7np6tC2/w8sv/A1vnzkJIBnmGwNa7rzN48utIBUW7RdN11ggRuXnlCoePvYivh4xvXGTfi1+juvIOxYFj4BrGr/0uYbKFOXwKvbSfyXs/wNs/Yumr/wt3rnxEf3yFwfNfYeP3/z8QHAJBrEZsvf57FM//LE7vY9ArMKsHkQJG5/4Q21hqNGW2xFGzyltDqBuLiDnPP/E89aXzKBFQSlMce4Fh7IGQBO/ZGNYs9bPZZ77zeki7q9PW+Pvx7OOIBc8ucD8stOxno2WttbiQTFP7pUZKgVTgg8OHwMR6vAsQBJVz5Epi8tj5LEVcG2mCZ1Q3WBeYatnQJbgQBOurBVtbTTJTbpJJ6Li25LnGRk8z8VSVY3mgmAzTz6WLRAl15VjrS8ZdRSeXUDnABjJFSlAJklJ5MgFblUUbzVbtyGJ4oJY91DP4mCJzVYxUjcX7sNCyC3xi3Lfg8ef+3J/j7bff3lHwAPjmN7/Jr/zKr/Brv/Zrn+nB/TjiYee2dn8J5gnbh4BRAqPUDgOmh3nP+beRIv0nhO3m6qkodj6kfPBuzGH3l/Fei0hVJ0f/6Qy8UYF+mc1ef+pM7UJMC0dMcWaye/0MRd1Y6tZ3uwDThWFbGFqXTDd9TP+vRGBQXWb83hu0zpMZzeDUGSblMWKUbNqc3vHTtO+9kWKrpKQ4/gIgGF86R3CeSghwwPtnOXny65xtJHXtUER+MFrj9LM/i4oNEs1rNyVeWeomoGKkbjwuBqyN/MGVAWeOfB3jx9zxGR9dT4QmpMBhWF+RPLUOmZ+waTPeumGpm0hVRV4dLvPMUz+Dn4xoVcnZTUHjW1wdsRqQCm0cAk1r04xlr1DECOPKoZVCCk9NusFx3oGIKHnvHd5HuSYfJywWhgXuh0/Ks0oKWhfQsosG/Ix4VkoBIt7T12EvnvU+pLjTkLgzxkiR6VlrdDqWNBseOv+IuuPYzOhUCA6CpnW0bntXdJ5jp63aRiu8tTjnaZzH2ch40qCVpGoDg1KTKUVsR8nNXwBCIGJEElkXI4r9y7RBc+fWBpVz4CLCTnC+oDbLCKmQ0SOFQPiWW9ducOhn/mfi9Us4LObACag2qS6dRWQFQhvs1QuEekx+8DjV5fNUF36AXX+BZnKTftuk2wup04hS7Axsl/axdfUKkwuvszLIaC6/SXbsNOMPLyER3HjzNQ5+8WnOWo0Qgtsjy/vZIZ48s58sNjjT5wo9Cg9SelzQuNYjVUu67RE7OPaua2LBswv8GGGhZT99LQup66JtPZO2pWrTaHKeSRQimePPjt8n7xABRqiu486lJKjZGAw42WlZJdCZYsloIpKV1Zxq4tEKJhOLEpGqcggZCR60VNSNoPWB6CPLmUYo0X2AGUoLen2JbRw2dGOOQWIjrC0riJo7Q4sUmqww2NZTTdwDtezWxHZaNmCFIKq40LILfCq4b8HjT//pP33Pn33jG9/gG9/4xqd9PD/2eJi5rfu1bTm/bWI0xaNU1cWOxwWZSjPhRqedqLvbwcQ9F6C7WslCMqqLMc4IxvqI9Q4lptX0ZNQXpjuQIUKMBJFGMRDgXZy1Os67gDetn/2+daGrXgvKMGby/rlkphcCTWsJ777B0kv7GMkl2ij4QB5h9bl1VDOiFgXvjxWn2jGxK0ZIkWY2rbXkvoGYobrjdzZwYdOgZZ/NcYPHEZok/oOP6DwSmkDbOhrgu5cE3gtq37CSa7LcIISgvyQ5nW1RXzqH946ycnzrqZf4wys9Jm3k5oZFCsVmVSK6GxajOqNCmSLLjEgpLEJFylJhlML6QOsdQkKIAuEjUqTZ0EntMHp7jtF3c+Q7ronFLOECP2b4vPEs92m7nefZEAOtS8c+nYN3PnmVGLN9XKHraEv/TlGIHhDSIUVqlQ7+bp6dcuz07w3dz13Hta2fi+yNNbku6BUZUgxApL8t1+n99+kav3GV9uJrgODo8TNc26hTW3bIsM7xR1cUf+wL32T0+u9BDCht6L/wdf7dO4aD+QnOHAis3HoD11TbqlVI6KLD0/+mz81aR7+/RtAFDpk6PJTBWUcsNJMw4ObVGxSywDiBj4r28tsUx17i+sX3UxRl9DRW0i8FUqabiTu2ZIMSPGjlMcYDitDN39dNuqGZ+gBMOfaua2LBswv8GOHzxrGfBy3rXOLq1qW0sOEkYE3AKEOWZ+AlSgsGhUYBtUujLzE1cpCZNP5hvWdSO4pMJ17tjj+PIJUik5LNiUXpSDtOWtbZQFYobJu0bAS0EKlLDvDRk8mkZXUBpk3mrNZIhjcnnX+LwEjJaBxYX87p95MfXduy0LIL/Mhxz4LH+fPneeGFFx74Ag/7vB9HfJxWpAe1192rJat1bhaVNTWum6907jWTvZdLtOz+HdmugGdaPtDN+l5/3/zj48p2xJ0QYkCK1JJtjMQoZm3WKfpxe9FK7tyRpnVUzlK3KeYwRBiUGSF0xlJibs5eQPAB4Sap3S92E+8CYnBEOyZmA0RMlf+rrQFWsY0niIjV5fYcZoxoKUFLrC7RKtArNd5HVgcFkjRJrzOJryNCKowMlGXOqXVBFhx17PPGFc+kdfQzSU9GvnQsoxQt2WCZXpbh3vxvqDQoSqYU7Ydvceb413ntI4tU6f3XlzTeezYnjiITKANGpKJMaQxLWcZSmWG0TtX3kObLvfNIqalDKvwIKSkyRQwBT2ppn94EPcwOx6LyvMCPGh+33fPj8GyaB48zY9Ig2ZNn73VMPwyendRpF8/51LogZTKUS7wnQW5zYCDdcMy/lbNpZtuGgGosdeNTR4bw5IYZx04/Lx8SjyMEtXVA6kpxvhPRAeq6xase5fEz2PfeQMrAaq5YOXiCceVYe/pFhpfeobp8lgNPfxWWD3Ktanluf8bFTfi9zSf42tf/N3K3RcjXuTwJnChHLPcyhpVnde0obN0kRI+oxujlfXjbgBDIrMTse4J6MmTtSI5d/inGoWL5y3+c4Q9+F9+2yN4K+sWf450bFdXYY5RCGsVy1sfXY3Ap2jBbPcj7TUFmIj1jMJmiLBQhRryHIlcIJK11yZvDeUJIcbNFJmc8Oz2fu/0IFjy7wOOKhZZ9PLQsQmC9p/Up0jX5JDtqr8h8RMlUrJZKUJYKbVPyVQxpHZDaQAgoNF5N1wdxl5ZVSDIjGVceKRVaBopelroalWJQqJSyQqSfS3zw5EUyDj2wXlJmGSa0OCJVDUtFiTHJcFZ0a4/KFWuZxvvAVrXQsgv86HHPgsff/bt/l8FgwJ/6U3+Kr371qxw6dGj2s+vXr/Od73yH3/iN32AymfDP//k//6Ec7OOET2I+dr+5rb1ar6zzOJ+yuEMIVK3b6yY59wABAABJREFU8Tu+M0e73zE9TPTYvdq+Utv0/RfDveaQpxnnmUnkqnKdZiJ9eiOjRCfcU0U8HZ/AuYj3yfeCGMm0oBfG0I4hH+Cyldn8J6FFygFKSJpuZhvAI5n4DGs9xmiWBxnjcUsQKaZW2MiVieCp42eYXEp53kprlk6+wLmJQcqWvkmLU5Gn+cLYpqKHUiKZPfUU3zg4prp4lhgipZL8sZMv8NrWCidXBc8PNpncucrGnTvI23Ds2Wf5KM+IocFoCSKZfe3LPIcODPBtYH0pp5dnTJqWTFmynqQUitanOcr9K316uSQ3Gm0U3keEgMIoPIJq0uIjeKPSIho0K4O8q9GnuVmj7z6Hi1nCBR43fFKDx0fhWevSe6XOCIDtkZApfJfSca957N3v+WnzrO+Mj6fpBpCOVWmZzN70tumodRG6DoTgt98wkgS1c4E8ZLR2mrCQ/CakkPgwfwOR+KJpHXklaVuP8x4lBAFBVbfE4CmLnKZ/gt5L65T1iCNmxMZ3fxuali0kyyfPMNwcMlhd5b1zr+OsIxeCL584wzvtQV69GSjMQU7VN+DD8zyxnFO/dZbB6hpXrefYmZfRRY/J+6/hXUv+5GnkykFcNcIKTf/pL1MLydhpJiwzbFvWvvH/BlvTFPv4P97LeHIl0i9zlIA6SJZWn0SObiCW9qOcxh95iTvDnMOrkrWVnDI35LkmuIhTkX5hCDFChEnToIRKs/VNoGndDp41eu/d5AXPLvC4YaFld+Kz1LJ6h6dP13Uyp2WjSGl+1vk05oigCZEwajAimUWvLOUMRw0BhdGCxkaaNvG4dR5CwGhDXmhCjEgZ9tCykYhEmUjjHd4IepmiiBKEJAporEdFQQCyQiCjQmZgpMFIyaA01K0nG0iQghig1AqdKbwNrC3l9HJD1VhyvdCyC/zocc+Cx7/8l/+S//Jf/gv/6l/9K7797W8jpaTf7zMej4E00vJn/+yf5Vvf+tYP7WAfF3waxjgP07IH28ZM0y92ZFrZ3G7tErNj2n2cO2eyp078u/+WaVzpXm1f1vlkiCc7v4x7LIbTNIBMe1q3/dnkRtLLk6lbWsRAkCrB0wVCChjIMbEeY2VJ3WTEKNBaIJXA3HqX6sqbxJAq4OWJM/h9z6GkYN9qyeYI+qdexL3zOtY5EJLi2Atc2FL0SkvuI0KkOLC6Tjuebde2947bz+FT38CEGpkNiAae1xOq5YJLm4KIREaFlrAVWqQSiDYggNNrguri2TS9LSHXErN5kT954mlG77/B5O1LKCU5dvJFrt6uGF9+h/V9+7lx9QYhBvq5xkWgt8ySU5TLCi0lg56hyCX9niETCm3SrsegUPR6GYOiIBJpbIpMFDFV8TNhqKUj69zOU6t7mO02Tq+fe7X3LRaGBR4XfFrmYw/Ds/Pmd9vjHOwodqTndRGKcy+5F8feq1jxSXk2xrQjmulIjIHO2B8poMg0mVEzjpUiCVA3V+zQKonxpnHEKGYjMVJ2LdyNJ+tCR+bHMnKjWF/qYS1453FOILo2aucDS7TkkztQ9NmMPZ6Qt7nz6u/hN29AhKLosXnhLP1nvszWrVsIYjKGjZH6g/Mcf3Y/HwwVTy552vPnWFlfpr70PbzztJs3UUWfq298h/UXvkJv+RCqKGi2hrgsx1cTbO8QW++9jR0cpPJ3EM/+LFXR59pwQtAHePP9QGU9t6qSl55/heri2TS3rlZZ/9LXuOlK3HrJMBQcNJFCC5aX+yz3DJPW01iPjAKlJLkRWBupXVqTRYRx48m03MGz92uhXvDsAo8LFlr209WykHjWdeM0ece1Wgvoxt/6pZz9LX5W8Eha9s6wYjRR9DNDZVMncvCBiYsYbVMcq0gdC82clrWtJ9lrRFASIwS9nsZ5aJWidY481zu0rFAgXEAiyNNpQGmNEJHlsiAqUAG26oa2CWRG0S800Se/IqUkvVzhokcvCVobKbRBa0m5sq1ly1wttOwCjwXu6+Hx8z//8/z8z/881louXrzI1tYWKysrnDhxAq3v+6s/1vgsjXF2t2RFtmMR03skgzkp03PTdMTeTv7Ajpns9PrbJN/avTLUxey9U+vd9m4f3HsxnL5Fr8gwzqfKshD0S9P93py7dgRInRZaRorNC4zff6Mz04PymS+g82MopejFEeNLZ8lVEucxRqqLZ+ktHSIWqwBopRmtPYU5vQaTIU71uDhWeC+S0Z4PaC2BRJqRmObagXHruVrl5Kbk2XCd6u1zEAKlUJw++izvh4NomXY4hYrUY48n0vrIkrIIkYwAnU/t8KurS7SXXqcQAacExEhz6Rz7T36JjRu3ObK+D3PzDt47hFSsnzrNO23BgVXF8sCghSTTAqUKAmn+UatU01ZKUGQmLfhAVmbduRAIIZnUDYPCkGcG55MZlQ8pn366SMh73JDtxu6c+wUW+GHiszYfm+fZ6UvezbOJX6f8GNk2qpvH/TgWPj2enb7F9PenM+NlobtkmZ03L0oppAsIIlIp6tbhXEQqcNZTVW0XfTv16GD2107TrKZjGUJ6eoXGOkNjAy5EJHA8XqU6fx4vAlppjp56Fr9xlXoyoVw5iN28jq8nZD1DubzKzQuXMUrS+oCRkhAjOlT0ijX6DJEHVlnuaezhY2xeu0JlG9bWewxv32Zy5xYbl95icOplBALjRtz+4AMiArNygNonsa7chMvDkhCWMEKw2lcsF56yyBj2j7HviwfIfIPqL7MRyjSDj2QpOJaRGJ1uKCKwXBoqJdDJFbH7fAJZlgMC5z1ljIQoZjyrpJi17N8PC45d4EeNhZb9ZFo2FY0lUiSe9TFxaSSNVds2+VFMk79So0ecHds8zwJkOnUxtNbTuJDiaF1EIh+oZX2I9MssjecpmUw+AaM1YRIwRlKaXVo2Bhof6GWKLFcMeiVV2yY+jxKpJPv6JXUeIApklJR5MvGWJo34aQc+KNb6afC7V+iFll3gscRDVS2MMTzzzDOf9bF8brDXF8eHiAzhU2mhmm/JUhG8n3/v9OZayh1mT1LufN70mARx9jthWjkXaRawbt0OgZwI08zcrH0Aucfic+9FMs4WMdg5Ozf9ndZ5QkjxWcEH+rqivnwuzSVqRbSeyaWzFE+t04glhB2nqWghkHPzncpNkGYfk9p2CxdcGRuqdoUo0nE4AsIJUODbkKrfUnTd4NNW78CplcC+bIR993WEkCgjEQT81bc4+dwBbtUSHxSeFpFBrCOlFrSmpK+nbYOSQERLQbbvIAoPvYzq1jVcWyODJSD4KB4kPnsA42qi6fOBy1nuS5b6Ob3SYLpdC60FSogu4z61FxJDZ5SX2hK1FPTLAus8rfVIpbud35R44GOax8wyMbt5y7MHt6q21tO67fb5xvoH/s4CC3ya+Kw5FrZ5NnVK7EzXECJZtc1zbOg6zHYf0zzHwk4vEOBT49mpM396T2Y7g9NOjPnnT3nWx9TtEbqCRpFJpBS0bYuNAR9T4UJKUCqZ0E2LO9OxjNZ6vI9dsUchu66Qg2XL+NxZfEy+GD54qguvMnjyGSbApHHkK0cgeMTSAUblEYK/kD4bKTEmmfiF3hLLVrIiR2xdfpU6M8ThDfYde4GNa9fZDD3Ccp/xoS+wdOwV2skIZ1bSDdXtTaLUjK3EdsUcL8vksRHSecwzSW5y1pZMSqnJelgpUUaxrAREkYwDvcE7R4hpbNH7iFawOii7VvzUpi4601atFUqIdEMRAplJu5FSygeK6wXHLvA4YKFl9z7uh9Gy6X1CGn3skmCmBqbGaGIAHyPWBnTHCbJrPzFaoboizJRnp1o2RrCd2WrsNKsLD9ayrXOsLxXJc4nO96JQCAJaZ0gBRu6tZZWRGG2wPmCUxsXuBPiINpJ+ZihzTeM81qVzEaNAqoA2mkxAnmn6uVpo2QUeW/zktml8AuyuXLcuxUOFoGhDeORZ83nMVyOTYJa0cXueUaWy5o4FYip6558HiQ9Ft9M0nVGHKWHvfG567xSrlZt0WQgB7R7l9t2L5HTeMkVhpcUiz9Jc4vTvsd7T2NARkJt1eYR6ROzaEKc3CsEHqLfw/T66XCIaQ97vg28ROqNtalS5hAsBF6ZCNCK1RFgPCIQUaBnJdLfTKQVGpl2CceVTu6EWPNfbILz9FuxfgtsXWV05QCWX0cIhYouJQ664dSYTR2st1VaT5t215NKG4pXjzzG5cB6pA0plLK2vcOt7v0P0gSUdWDp8io3rN4gywxx9nnduSMbBslb2KUpNrlOrZGZS3BZd/rjR6WZAdgky1ge8Y2ayarSkyDRKQd2m3YXSSG5XFhcivVxjQ0TjyXXeXbMPNm/y3VztfDt/VdtHHiVYYIFPgs+SY2Enz+ZGI3bx4XQXaf6x+VjBKeY5Fu72AnH+0+XZaXdJ6AoV088g7Tom8e18GtfzMSCQSCNwnXmpCxHnIjF6mtqC8+S9Aini7D2kTF4g234gfu7z6ookAoyfEEQk1zmr+5dRwZGZVXxTUx5/kdGF1xmPJgglKV74Au9sFhw7cYbR+2cRIglm88QLfFgb9hc118+9SX+wxmTzJitrh1Gh5fCZL3JzAmbfEWSzwda1G9y8cZu8KDl15jTy2TO4xjG+fBUZGvrHX2TkI0flJnowINcCE8ao3jJWl7iY2s0z0g1NpnQ6XyoV1Cc+mQlO11cpBJkRhJBm9Ke70JOmxbhOsMdAbhRlns12sO/HlQuOXeBxwULL7vz/h9WyzqdNu0ndzLSsjBEfQ8cPFh89WIG1liyT9DJD7G7069Z144nbPPtJtGzSpIrGBbJMEqVAdWlclUuxujJCS9hTywoklpZQSbJ+xNURmyVz2cZKehiUkKkQI6G1AWUlE+lYLhR5rullYqFlF3issSh4PCJm1eou1/vjRGvdC/cyarrLhCfXO/+/e5/dz0uvGXbMqMN2nJYP27OTe+FhHI/vaqOee73p32NdqrJWdcuo8V1FN7W7hazES0Ve9hCuJQhDXVe4WDCpWkpTsrb/IKPXf4/oPSjJyhe+hcsGjCtL69Lrj6uWSWWxreNgaZFugtc9xqIkErtjEWxVlqpxCCE4uQr+4nm0EKB0Eq/D26yuRIY3buIE+OuX2J+NeX844OZWSxsc1nq0ETgn+J2NnJef/Bqx3mL/vgGv/tH/xZFimXZ8AysFvY8usvxTv8h3b/a4eBtG1WYyB4yC2kK/Bwiww4pekUGhEUSsSzdiUqYRIK1SLnqc+5yFEDRtqrjTZbQbI7udjEAv0xgjup1Z9hQuu68j53caNabnJPGw1/XcOkcIaVcm+wkec1vg08NnybFw/6jE3Zz6oMfS6yUhvZcXSDKw+3R5Nr2W2H7cxxnPDscN49piu9SAXqbIjAEhGY0bWh9wrae2jrIfEd6hjabIFK11CCEJwaMlKFngfOh2TwOj2jKaWJrGUTvPynKOkob1lZz2/e/hQqARirVXvsWH1zfpH38FIzz5wac4O9pHEJEPzRFWnllF+4qWkovDjGFbs7Q8YjSquBUNa0vHEeslzY33UKst+5dKtL/J+PYNyl6f/U89SZFrbv7+v8ajiEJx7OX/kTeao8T6NsP3/ztKa04eWSJu3mQr9pFKsvT0i9w0J6jbyFKZIVXitcxojJFsjVu07rxN6DjNaOrGd4WkdI5DJBn2WY8SkUxreoVCiu1YyN2Yv2YWHLvA44CFlv34Wra1lnGd/j3VstJI6sZzp7V457E+0OsXNJUDmeJj0/c/aeBIpDCKzBR7atlJZVNCVNfMoQcGTSpYWx/YGLc0XTy5UoIlo8ilxCiB7s6nbaGuoLYOh09FklHDsHI7tOxyIRjfaVjp51y7U4ESuCagZUxjh1qllJagaEjGoiGmESUZe1gXCD2/0LILPNZYnNVHwN0knggz7LEWPOoM5IPMo3Z/QR8mWiv9fxr3mEZ/pcjFlK3td60PUoq7jKAe5Hh8PzfsELaduK1LJk6um7PMZDI5uh0MRw8eZPPV30vtxEjWvvhz/GCiEKplXdfc+egDsvUnkd6CMtz68AN668/QymWqxjFpGxrr8M7zpLzK+M2zRAJaKo4+9RKX4hFChJvjmrrx5Jnkib7nCbOFNZ5hq7h9a4sDT56Bm+/R3rmKj4rs2BkuX7lOiFc4evSrfHjT4nyYtTo3VQ0KvvueY9x6vmI3EZOaca04MHgCIxxWGc5ftnzn6oiiACMVbQO3faAsDa3LIWbkGeTG44Oil6dZ0dR+lwxXnYuMqpbCKIzRKVbXeVxIu6/TrHQpJFJDpgRZptOiLdLi1zq3g8j3EiWPgtGkxc65i7UqMOhlj/QaCywwj8+SY+HRTfoe5rF5LxAfUvfDFFr+8Hh2VDsaG3EhEjrHex8Uo7FFEAnBU1eWYWWJIXC41yLdBCYtrVhFyuSBAZGA5NbWBCkkMULVWlprsdaxZmoEE5wf8MQLL8Kl79HbdwSkpmks75x/j+UzXwc7IQjNNdendoHWRVonudEohOhxpO84oO9wfFlRCk//ySM451kdFGTKonqnwTX4jU2krVheP0R1/RKCwOjaJQaHn2bzxg3G44bq1T/khf/xf+XWe9c4+sJJJIFw60OGm7cxK4Zxo+CdN1h9+QC3mpK0WSySQO92jL2PbE1apBD0ck2eKazzKAXepw6aECPBd7GQRmO0QGuF7kxL97qOdl/Tbne//n2w4NgFPgsstOwn07JNm26cfQgzLdu2DhcjbeupW8uk8RChaiy+66DrFwYhUuFDkMb+4nCCQO3QsnXjGNUW7wNKSxQC12qsdagIG1VLUztcNx4ojEACk9aTia5oFZMZ6GRiqayncRapoYqWpnWpIDKnZY2C8aimbi1tSF2EIgocAiNb1mJkWFWYXBORGCHxTnBnK1AUCy27wOOPRyp4XLlyhWvXrvHFL37xMzqcxxf3InHE3V+s6XzhXruC0zzvh4nwut/jD4vMKFrn5+IMU9tiplUyHwrbGehTg7rduF91P4nqnTnq83AhLRbTVUZLQd0Gxs4SY6TMG65f+oBi/RjS1vioufr+JVZOPsFtm+PGQ2gdTmqk0BDShHk72mJkMm5tTticBEIbWMtrRm+9MSNNrwKbF86y+uwaH401rfMYJXlGX2fyzjnqQ/uRGx+yvryPIUvcGbYcOvUl7PAOwRo+uHaH8aRBEtHNhEwJpJJUjUdLwai2KKnYah3LuabCUEiFtZ5rw1SZz5Qn7svp5Y7LNxsKJVgeZNgAtQsoaZi0DucFvQKUyHE+4LxDKYUSkoglRIEUidi1lmhlaF3qVIkh3eSkm5VkBjtdIJz3yJAWQGGB6O+bU6+6fPmd5ofyLvGQItl2tojaPRaiBRZ4WHxaHDvdEdxL2H4WPDv9Pk3qdCMrhEg30V179qfBsyFOEwju5ljoeNYHIKKlQuKp28DINSgJCJF2CmXa/Tuhb+LefDOZLWvF2nNfYLL0VOIRKRAxEHwk+paAJ1ZDimbCQV3z0Ttv0NYNxmh6p0/QDq8Qqy3QOf0nX2L19ibLcYO3zr+Jaxt6/R6vPHeazTYnZn2ujTUH4kcsN7fZ14PqwjkoViiWBojlgrxf0n7wPiIrIOtR7jtI8BZ37SJKRFS5jF9apbr0BoOnv4Z2gZWVZeStt1lji9H3fp/lA0cY3b7B6pPPs9mkz6duHflki6AyiOlGpqo9IUgCgRDT+mRdupkpRIqhFT7tTDoXZx0euZKzQkeMIZnB7uJY2PualmLqkjJ37hccu8APCQstuzceScsSMV2hY9I4YoxY75EqeR5a59IYTTfS6GygqiwEEm8ogZASIozHFqTdoWWHtaVpPUiBbwPGJNPp1DGY/u7UtVejlaQICjJFqQWZ1ggBw2HL0LV4G3A2MJw4NMkXI1MRhESIiJYwqi0xCuoQGGS6G0cJOBspc7BRcmfi2TfQIAQ3NhqIScs2LlLZgFILLbvA442HOpsfffQRf+Nv/A3Onz+PEILvfe97/If/8B/4/d//ff7+3//7n/UxPha4F1lLIWGuVW7qFC0DsxlISF/AqZGckp1p0dx85L1Mzj6ps/C0qp4bNTvGaZtXeY92wkd6fR93tBl6KSgzjVJi58ykSG3YRmsmdZPayhSIZoR3jkoqWlfQuIBSHtmOiSIjFv00AhNrZHREqalChg05F68MubHZEIMnAAO7SWjT4qMzSdsECiJZM6Sql2m846nlSPXeWYiwcWeDI8deoLl8DrOSc2fs6KlVPvjgwmxuXUrwUVCHHC0qjJT0y4gNaedPici+XNAEz8Vbkf/h6Re5/mYqupSZIj9+ht+73NBYz5FlzbgObI4spYosDSQ+eIQ3WBGwLnJnVKUbFgEhtAgpKfOMGD0hQJYphJApkgtJDAGjJTLE7jHRzZwKpgZYsiN4wfZOy/2u5yITOxzPy1xjq53Xxh7jsPd9fIEFHoRPg2Nhew5923Dus+dZAK1UZ5D36fLsNAIxxm5XcS7KcAfPiumoS5zxrHWeIk+9xCHZxnEobxm+9QamS5GKRMbvn0U9t8adJocIPgboXvZA+wG33nmNlcyzdfsyB46f4VJtOZB5mjf+M3p5H/WNS2iTES7+EQdPfAklal5+/jAVPezwFsPv/O/kB04hBmt8ef8+sDXCbjD6b7+PMBnLL3yNWG2g8/3E4U1klkNwiOhpb30EwaHXj0AMCJ2T64J2uEVWlPjLZxleuE55+BS6HKCModm4QVH2mFw8S/nCN7l15XaKJZc9rI1sjGu0SPPjjU3z77lOCRFGq24XNu0SN61FK0HQgojCuYhRCtV1Vd+LY5WUe17TUqZ42xjjgmMX+KFjoWXv8fqPqGUREikErY8QU4KIDCCMI/pIcJFWpmJHzCRKq6R9A8k3oxtXybRmc1Tv0LJbwwpIXhhZqRgOGwRl8leRgspa8CQNTSqiOueYeE/lUydy03rqtgVSh4VSkar1CBvItGcpV+A9NtBpWYEJghA8PR1RheLqbU9jBf0yjbHcGju0hH4hCFZQ1Q6DQvYlbWsh1wstu8Bji4cqePztv/23+bmf+zn+xb/4F3z9618H4Gd+5mf4h//wH36mB/c44X5u1lrJ2QzkdP5xuhuX4rCmztLbC4YKAZA72vweZsbwQTuYe82xTY9LySSwUp71x6tg7j6GFLWVzPKkFPR0WiCmf4+WEiWT+VKvkFS1R8gU8AcCb/r4IPDB4zvmikLgdAkWNlrDiSeeZPMHv0v0nigVqy99k/NDuLNZU9ceGzxVa1ldzVmWnWN1EzBG4ANs2owbW2NcG7C6wTYOLQWijdwYljz1lV9AEijlKr97UfHMkReoLryRbl4klMdf4I+uOG4MHf3MoDVEIZk0qcofhaANabH8j+8VnDn+dXJRc93nvP6epacj4wZubTr6S5JCClwUDJtANnFo6chyiXfdYhFThdt6iDEZN2Vap/OoBEUW8d6xXZQWCBlRQlJkkqVe3s1DeoLcdhmfXpvz5283hEg7KVN387SLI+5q1b6Xnlh4QS3wcfFJOXY+6g9AhfTc3e3Un5Rnd3NsMvZMQnneff/T4NkQ0w5rCCGZNPuARqKUmqWzTHk20wJi+hysSzuVSgtiFFjvCR1Hq1DR+ECUc+LROdxoyI1hoGlDGglUilNrno13X8c7D6IlEx4+fJ1TJ79MNrqKvXaL4uAJdJYT6xGISLG6RnPrMs3Fc5hDxxGjLXRWsDTIuPXuH1FfDmRlSf/ki4S1A2SHTsL4DnbrJsLWVJfPoVcO4EYb9J7/Kqq3RPP+a1RvfQdhMoonT5Mdf5Hs6POML51FxoDuLzOuLfLmm5RHnmb8wbsMVgfI1lLVqQ19cPJ5rlcGLRx1UEQiSqR4X6MDvtAQINN00bQCP2c6K6UkEugVirLQycTvPhx7r2sathMGFhy7wA8bCy279zE8qpZt2oBSEhEcwafu37px1E0afYsCPIEogADWWca1Y9J4Qmd6KmJkdclwZ6vdoWXrJjAoknHqcMuytKRpWktrI7XzRB+72NpIr1DoTND6gPcB27pkTh1BS3BtBBmpo0vriYjc3HL0C4lWO7Wsj6nOnUtBPYkUmcKFwKiNDMeOtb5kowpM7kSWVgSlBIdg0gZ6TeCOsvSKuNCyCzyWeCiGeO211/j1X//1Lm4tXV1LS0sMh8PP9OAeJzzYzToRYx3sLqOciFZ3G+xMnzEVRqmbQICISCHv+nLOz6hNK5bTbG8pPHmmZuZ1U3jvZiZpkNqZbRcrFULAOvnAWbX5RWH368cYub1VJ+Mkksu9s6Fr852aYWmEmC6gAiksrfc0XSfGHVty8MRpqovnMCpgtKL/1IucG6c2t4Pe8uGFD1l+8osQLT5q3r9wGXP8CFuNo7UBa9Oi8u6tyM+ePE1z6Tw+RpSSFCdOc/ZGameeNI4tqxgIktjVBacO5Wz913+DVSWVl3zz5W/x29cPceDE11lWDcPa8OrVQNt4CplR28CSUfg20M9VikIUkkJ6TGGwtePNq4HGgaKm1JKRDSAiq4M0xiKMod+XZDojzyVZLlgdGCKSzEgaG8i1RMiUDlA1lrxrg1RC4Hy6bpRMGet16wketBFopfE+0isMrRPJ6Ku7lkJ3AzgVEPcTJdvXHF1U2E7H9kxrWhV2tAIaJRctgAt8bHxyjt02NUuPzj3jE/Bs2qnfnhnfzbFKyY5Pt7svxnX70Dy7W9jPH0PaqXNUjaN1aVTPaEEMsDKQO0SdEAKXpWLLcNzQtIpAmuMWMd3YZyqiiwG9wiBFiky0zuOEwlMwnjhsSCkuUnrseELrHN4FlgYRf3uUduImN8lVoJaKKDWyHKCW9xFjoP7gTar3X6P37NeIITC5doH9L36TW++ew1qPyMDkOc2ls+T7n0DlBeN3/zvliS9QvfMdCAG3cR21tE6YDIltjbtzNd1qhcDk4hv4wUGKp15hOGnQxnDnw0uUSiBdxKicYPoM1QqjpTWyg88QVwo+iCX97gam9YHCqDS+42HSWLJMoKRCiO2UBiEERZZiZxubxl5kl2qglUTre3PsXtd0emybZxccu8APGwst++lo2SJLHcDBBxxJgykpqF2gNJIyU2SF5tZGxaR1+KAY1anw3MaYRk1iwG9GRm27Q8uKTt8VeYq3FUAU07RDR9N62jZtlIUomIzT5xMCbNUeSUp1ab0kykgvE1RDgRDJCLRQGW0bMb2dWlYLCQRMYYDUzVE7yI1CmMjYBqSMrC5D0wZEaeiVEiUzslxQ5JLlvl5o2QUeSzzUGd23bx8XL17k1KlTs8feeecdjhw58pkd2OOI6bzYPd2s492uwCHEmRHU/Az2tCgpxN2GO20nov20p5i5OMKu5c6HlDwyfT0XPDGK2a6fD8nJOc0yJpFetx7nwiwmCu4/qzafYT1tv52+PsDGqGFzVKOUSsdBcnY2VUs/3154MqPQWnSLTSTGROy1TQtWnR3myJkDqGZEyAbcUn38eIxWAu2HjG3DrRsNzifHaOc9hZ0QXJZaMGPEu4jRkvPVAU49e5DCTfBZj7fuSKp2go/J3frsVc83jz5P8+E5njxxiK0f/EekyahaCNGz+erv8sor/0/+w3lLv5cxGjtiCETZuXZHiZAKbSRRCYyMaC0xnQu3NxlKg/UpO9xIhWrTeIwSgsxHylyyvlxSZppMK1aXcopMkWfJ1VpJhVCSTCXzJqImM4IiM5guLjM36TOvrcN3Q7ZpN2LqWh4SkbctrY3EmGYkC5Oc0eev53vtrqTW1UBdp5utTG/v4gAMetlDO1t/0nbTBX4y8Ek4dsqLU8f++Y2fj8uzrXWAQClJa1OUYJHp2fHYLlJbzomuqnObV5IH8uw8xyYu3z6G9HuRjXFD23qUUkBMLdQCjBEYpYHUCpxnCh0Est5Eug10lnNlohiObXq+EmitGQbNwafO4D56C+dbIoLeidO8W2XYUENMu4/KR2pRooRiuR/YunGdlZUDuOEtopDYumH1Sz/P5NKb4D3t1of0n/0K1eXzFEefJbZj8idPoy6dQxJTsbgQ5DoilSZET37oBNg2JaNMqwRSkgzuBMQAwW93TEgFKCyKDzclH21mSBE5vHqQeniblfXDNGja/iFujCRLJ17ijc0VkILlgcFkGiUAkvhXQqJ0hKgotKIsMoyR5FqRG4EUybjU+q5zSIiOwxLPZkZCDPfk2Plreq9OoU+TY6evueDZBR6EhZb95FpWSsGkTt1z4zptviFSdwIkrw5jNFLJZI8yLaJKQWwjoTsuIwTBsUPL5pkizwyFzvDBo7TCto7g3exv9T7iWs+EBg+YzJCJlH4SVeLbGAJKCYLQSJU8MmZaFoGUGm1Cp2VD6hxUO7Vs6ZPDqkTs1LI20OspVpfKxJ2ZZtDL6HcxtQstu8DjhocqePyFv/AX+Ct/5a/wl/7SX8I5x2/+5m/yT/7JP+Ev/sW/+Fkf32OH6VzuXm7WYq6tegqjFTEmo7Pk8B4ROhHN1BRpRyV7l4gOIVUepUizkpHk8t7YCF0XQ1QghMJ37u9aiplAjN0xqJBa/4Tanm2fYq9Ztda55OYf6VqkfVqgsgyjRHJ/rlqsjzjvkFIggsAIMSv5T+c8rU8V9VFtsa2nqTvSlGlkJIbIjbFiYgfEMSwteWQ3dCeyHlpK6tZhXfpcjFY43aMoITjFCwc8xk4IWZ9bjeGDUUDQx1WCUdsQxXbmd900/JcPDF964iso02B1yahz3IaIjBHTbhJcjvCBPFeMh2n+0AePkBJBIJBc+hsRyDojJCVBG1Ba0OsqzFpqhpMWHyK9nsA2kX4/Z9+gIMvS4llohVKKQZEBgdh6jFKprVwYskxTZhJjFHlXlY50LaZzmmR2wwCdl0CYtTlC2qXwcWeSwL0IO0YY1y1NG9C5ZjRpyTOJ0cWO5z1MFXz3TV2m456xYgssAB+fY23SgkxNi6XU3evdn2eBLmEloGSaGY7QueWH5N/QFWuFj8n4cxfHTo9DdXyd6Z03EXA3z+7mWIA6hHQjLgUhphuBprbULpLpiFQC71OrcQjQxm2OjSGSbVzA3b6MdJbVYsAg63N1ZR/Xqk44x0hfVvSykpUvfAlfjXAyZ0yPY1tbFEuCixsqrS2Z4sOh4KWnXkR/8D18TEkw+17+fzCuHW7pCMVgBX0iS/w7uo0ol+k/80Xs7as0V96lHd5m+cVvMAkF6z0woUXlyzTXLmCW94EyqME+skMniVIi+2uE8QZogzA5qreMCxGUBqlwwmCzPpPGcDPrsf7sF6gun+Omlayu9Qknn2ec7ePOUoUplrkjS1YQRCL9XFNkmkIrNmNLZtIMvnXQKzJWB8WMY6WUXTpLd47vwbPOB3xMxZDpruNujp1e07vxaXIsQNW4HTei87uYCyywGwst+/G1bNWkxaZpp2M2MdVpRUp0ah1Y1yK0nGnZXEMmYWviqBqPlJB360RRaupa0O8FvAvkmaGfGxARjcTFSBMdgZj8P5ItP00T0FExaSJrK4rKO+qJBwJFIRlVjqXi3loWPBFBYTStCMmMeQ8tm0uN1IrNUZMKvTlEB4N+wWovoyj0LJY7N2ahZRd4LPFQK+mf+TN/htXVVf71v/7XHDlyhN/4jd/gr//1v84v/MIvfNbH91jiXjNjUrJjhjvZx01DlpJB2tTZGpFc3Z3fydDTluw0n+hnFfAYt5/nPDuG11qbTIJChDxCULJbeCIqgkIiZWoxa7n74HfzRGs9VdtVrAFLcqeuWo+xDXmWvDjaLjPbB48NkVJoghSz1rFpy6EUiXC2xtuxrjPyCjBxEdvGWfXd0dDWgSxXXNrSHH3yBXj/DaKIRClZPvEilxrD/mXJCa4xvPA6PnpybXjpqZd4rz2E9akrI3hoqgmNjRgJWzaiAvzXCy1PrC+Ru9QGnxKvBCiFzZcJombceKQS9EpN5SImk5hcIlH0jSQqST/XNC6QSYlQ0MszernCGMFSv8AoxahK3Sm50Sgp6ZWKQS+nbhxSknZuY8onX1vqUVuLcwKloMw0kUiZmdkNVBIi6ZxrKQgqzWJOjZxSrjlMpk7f0/McAyGIe+aQz8N6T9X4tIvgUrt+iJF+6e9yub4ffEhRbmGHEAqz2dgFFtgLH5dj086dnD1XiM7Q7R4823Q7i9DtbApHmRtCSB1h8wczrjzTS38qcmYpBiRRL6UkV4K62fvYp9jNsbHTTFXtkh+JSmM03idHOek9rXOokG4wrA1day403Wssiwnhyps0V99jad8BwugqK8dPk1cXeWp9Hx+NJAPZEj46R391mXBrjB/ext2+jtIF6weeZXxjzJkDT3G+3k+mFIOe5iN5hKdOr6A+eo0oDBc/uI1Ugv3715jIFZb2LSPbLeJkg/rC9/GjOxA8+bHTtMMNqq1N9Mmn6ckvUb//fUIzId//JGbfUcaXz1OsHkSWS9iNq+RPPEt7/SKy6INQqJWDqP0nCM5ih7eJUVIeexm19mTaTe4dYv+BJ6EZMiLntbHGN7A6WKPsZew3kqp2INKOsZbJo+DIvhLn0w2SECRfjl0cm2lF5S0+3Jtnp11A6fLa/n+XqR8ax0KKvqznuH46WnWvuOUFFoDPh5aFu3n2R61lR5VHq2nxJNLalGjSthEX3Cy9Zl7LjupAZT2RSBABFyPLylBmkp7RFNJRtRanBaXW9HMzW9VmWlZ4GhtmWlYIgfKSoi8Zt6mbpuhLciFpiawODNbHh9Kygwdo2cJohlVL01oyozFKM+hp+r2cSZXivLVZaNkFHl889JDSL/zCL/zEFjh2414zY5lWtNEzteQEukrg3E4PyegsRrrop7QzNK1UT8X31Kxu+tqxE1NSpHm3iEQAbuqWrSXEmERcjIQAWkW8lxA9RisKY5D4+86q7Y548p3wl52jP0DbdgZ9RiJlYFSl9rgQoZ+ntuu6sVgfqduAEIFRlRadSWsRMUX8tc5jW4cHpFQI0g6ZayO1s0ThaRC8HfZz7LlvUrgJVpV8UGXkheBQz+HOv0luJDEqhIDR+2c58MwalzYUrXX0ConSPUaTlqoSyOBpXNpp+N6Hgf/p5W8xfP33id4hlKJ/5pv8u/cDuRGYTDIZB5b7irJMEV7EdAMlpCLLNUt5TktAo4l4CqXQSrO2rFhbKuiXBVJIqrZJyREmQ3cRW0tlKoBMF3GlBHmuWRkUWD+dJU2V57sNvNJiHGM6B/PX25R8wy77aufp4r4ejNDFr02TIWJMf/teOyj3Q8qwv7s19mEWqgV+cvFJOHYK75Mg9OzNszOzU7H9+pEkroVIRYcQPUoKmtYBoZvhjiCS+JIiEoKcpRgUmSYzGu/iPXl2rxi9xqZxvRBTbCwxYq1Pwl9LJJFxHWfdJHmuZrujrY1IERHhNtWHb7N84BDVe98nW1pl8+IP6J/+Bpv/7f/LvkMnqFrP6jNfQLiKaC3ZYBWZlfgP3iVef5f9+17gzvV3OPP0Ia5XGpNrMi14c6Pg5NIJ6svnUEpxYK3E377M6M41hhsfcuDFrxHqJo2cxAA6o719lfzUF9n0Oer8H2LdhMHJL+DuXAHbUn34JoPnvsbWd38bgqM48RKxqShPvYLqr1Jfep3NP/oPqCdeoPfMT0FVEaNGtBPk5kfkwwlKRFae+QLu2HPISUu+VKOUppfnaS0VkaUydFGwqQ1dKUm/1MSYrh2j5Z4cC+mm734860Jac+fhPHed373waXHsXtdTmN1cPtprLfCThcddy2olaZ3fg2d/tFrWukDbRqrOSNTa5KlRh4ASCiUDepeWBYGIsFTm9LOMSPKF6pUSH0EFSZ5rYkw3+W1Ia0/w7Kll8al4UrWegVHYKJBKE6NHKAhDhzDyh6JlB4VaaNkFHns8VMHj7/29v8cv/uIv8uUvf3n22He/+11+67d+i29/+9uf2cE9zrjXzNjux4FZdRm25xan82uqqyJP22HVdBXoHJ4hibSpqZMQzKqSk8biQ1qwBIIsk8QoZiKuyLaN/JRKM4tKCaT1O4TePKa8MnWk9r6rMYdAbhR5Z25kRFf1NxIpAj54lvs5vcIwrh1SQN2m3cq2dYwmDW1X5GjbtLAJkWYWpVJoKWhspJrU5FlG3VpynaW5RwFX64zc5OwTDU/2NtHFEkWsmWjwURJdSA7TMSCbEcO6JNOKJ5YDBRWT5YL3bhuCFpjaM2ks18eOf3NxPz//xT+DrDapzYB/97bHSU9bR3okp20XFCJEntkn6cuWWpS8fyed11b4bmQGJi7gJaz01KxbJO/m/ZXKZ61wrQvUrUdKMXPKnpqBadmZ4e2qPO8m1OkcOaToROvT/KHWgsyobja3O4dzxC7nrp/7QYh0AceYbvJijExz2xdY4IeBj8uxwJ7FjN08q5VkXr9MeXb6VVsWhtbJmWs/KIosJaT4bnSgzA1TjhXd7DFAWeh78uxdHDsVZJ1hYJmrrl03ojrvDecVUjiMEuSFJjeaSeOo6s6sTgictWSrB6guvk62vE577QLFk88z/MHvovqrtNfeY/mVP4aY3GZ09g9SqorULL38c+RPPIO//hFGusRHVCizQqYSn+jMc7E9yIGn1tif14zf/g5bbc6KaojWMbnwfbLVwyhvYbIFOqOuamwTGLaOZaHQS+tsff8/o7QiNhPU8n6qC6+R73+S+vI52ivv4Ue3KVxL495hcuUiUUjy/irX/+B/Jx5+gbEFdecDpJIsPfsVmvEW9sM3KVaOUOsexDyZ+DUWKSTGpGL6PMdCatkv851r316idZ5npQDXqeQ8k2RaEW3yapnnWDWbkb8/Pi2OjXHe9WX+8XjPHfwFFpjicdWyQiR+VnKnlp3ybKnuzbHw2WpZ6yMxRBrraNsIImBDnI0ChRDYrO7WskoLtJHIHFzjESYVPXIlaFXEBoGvU1Rs6jL01DYAAqFTlwSFQEtF0ILQBoJsqaPAOkFPRm5stBSZwnrBoKeYTPwOLds06TPLjezWyAhyoWUX+PHHQxU8fvM3f5O/9bf+1o7HXnrpJX7pl37pJ7bgAfeeGdv9+HwFPdLtMs0JoqnIVlPX4VzTOtctNNvPVVKQGTlzmC5zgxBpXg/SArPbTGr6lY5x21BK0BnExbvV0LZv3NScz4FIhCOlwCiFEoFWAF2LoxISrQ2DMqexjkRdMc0KOk8IIrX4kRYd0flbGJXINVMS50nzkyhQyRnfBii1wovUcXFCXGNy4Sw+BrTRrJx5Gac1detASaRPueYVBf1C84y5TvPemwQBpRS88sQLnDXrXLs9SfOrIUVj/fZbLW2bYZsaoSR5oegvp+isTECRK76ytsXGu28gVWRJK752/DTnxwdAyLSzUChi2+WZK4lWChGgbi39IsPaSNO4WXxmOldT75BEvilua/tc3M8caX5nJrWLpnPtXKSKLs2nd+dwZw65eahqtFZz1frO1EzwcAvM7tfZPQs8vdlcYIEH4eNwLCTelLvu9nbzbGYyqk78zfNsumYTX6UxFQcxJTtlJi2ZsePOeY5Njz+YZ3dzrHUeJ2UyHO2+axLwJnXqZUahVTImNVpRZJqqsaTkmBRB64NnrFdZyXvYEFOXxbR13DumR5sPVrnze/9qe0Y6OIav/S6rP/P/YnzzOlHp1KZeDAjDFPEtpSLXmqF1XBoq8gDDsU8cmplUlA6CGDybm2MGS4dwdUWblTS+hz5wlI2LQ8qeQmYFRJ8Ep85ASNBZ11njkP2V5NfhLFIJ9METNJMKZTJq58lIH6eMERFSUSP4gK+GOJ3T2jSTHiIUWSSE5Lg0z7Hps+8+mgcY0E15tm7djjXcuZh2cdXdHGu0eih++7Q4drdp7vzrL3YeF3gYPI5adgYh7uLZpk2jiD9KLdv45OWWijMCKVXqmECwNWnvqWVl8jlGKNl1HoA2BkTA1Q6VQbSJc5xPvN+2HhclRZT0ighCY0zJ1qRNRxgCg1LRto6VwhB8KgKZKHdoWSFToXdUJW8NbZKPSyb0Qss+xOsstOznGw9V8JhVxebgfTL+WeDBmK+U01WZre/m/EhfxN3iJNMaor/ry5XIIRFIaqVNhDOdkZwK2eR2HWfnKBJ2OF/DNNXgbnO1KfkYnQz8tO1a6yKz95gmFWglZzFdQIrVih5Ecm2uOrfvIpNEIj5IiGC0wGhN1SYfi9DEZGaVK/oDja0F3iVDIKUlp9ca+OADiv1rjIcjiJ6N995i9eSzXHv7fOfBIcmOPsdVm/P0use99SaaznlaC/y1t3juqZ/B2R5aC5SQTFrPsKlZ7QmOrHhKUTOJGbcrTYjJrfprRz3q2nXWTxxi484W3jnilXc48/xhrleq212Q2FxQu0ieCRACGwLKBrxvcD7lu0egyCS9ImNUtanII0zapVBqtkux2+0c0ljS7h2Y1jmcn07YMsuqh26GXG+bMCp5967mvSCFZLmfUVtHkRt6paIw3c3QI0DtsVCl62qxSCzw6WH3bqQPYS7G7n48e+84u+lrJlM+NdvRhG3xPs+xCcn4dB67eXYvjk0xqMmkdGrOnGfJDFAKgRC661qB1oUU7yqS2WbVtNQNbLqclSMv4D98E5GVIDUoTVQaoTQeRXQWvAOTIZRJo3zBQ/Dow8+ysTmmOH6aK01GLxNkuca2ae5ZCxBG4bM+WWbQMqJVZOnAflzbkh08weTmFdpijab3BPnhp7jJYa4MFU8ffYnWXkaaEqInO3ACO7pDsDVLz34Zu3md4BxBKsrnvsrwre9RnHyZidOowX6s/hB0hhYQlUzbeyrDhwohFI0sGVW2477U2aNUGhn0LnlsSA9Kqlnr+8NwLCSDvBSBmES9IHm/pJ3lVICacuyj8NunybFKpsH5qefCo3D9Ags8LH6YWpbu9QRxB88mTx3IMzN7vR+Flo0xjSFqKTA6Y9zYbjSHe2rZIERXwAgIESlzjcl0GvMODoidB1VAO0mWKwolqYxExIjORBqJKQONiygUelUgg2DSejYmFWVmmDiPMgJrYak0aKVSYSVC7QVLmUfnGtUVk/p9RaHFQsveBwst+/nHQ10xX/nKV/iVX/kV/ubf/Jszt+Vf/dVf5Stf+cpnfXw/NphmQRMFTWtpXURKT6ZV6nTY9eXdnWV+lwiT27uQM0LvZs+T4E9mS+m5STRbH2ZGQFPsNeM7v6hZFzsTv9A5VXsyozun7bTjGGJ67taowXqP86k6ncx8FFIGsq4VvFfotE6GiDZpN8D7gOlHMpPhAwz6OSNfU4tAlglOmeuE89/F3/oApGTfyRcZThxtO2EoB2Qv/CyhGWNFyYVNwa2tmqOyxfuAjCClYWX/CtJbQllx++AyKsKKsjTjERNhWGHErfPfp24cuVG8fPoVPvJHOKauIt5+FXvnQ6SSHDnxIjc2GlxryUJFFMt4FIHkFWCURArJeGLTZyklMcpudyLtIoQosM5hVDKEmu52TDPkd8+ebht+TYXCtjO0vEdrXopMTK2fMd59/TwI0zQcJQXL/QxXm1nu+aMiM6o7jnvvpC6wwCfF9LpKAgua1j2QZ5VKCR6w9474Tp4VsxvKomvBrVs399z02G6Ohbt5dmeBZnunU4qUYCWI5Ka7mVZiJvzGtaVuPC4EvAfvXSrGEEBIPlJPcuRLv0h96TWKY5pm4wZLr/wxtt7675hDJ6hFgVw9RJiMEMYgTIRyCbd+iqEKxH05l2pDJkWKyY6eNgZKI9i3FOiHIQoQz52mee+7uJvX2JKC1adexJlVzE//b9R1Q8h6vF/nbA0djfN8365xpDfgy188QHX+DxneGSPzZfY//QqNk5SnfxY/3kAVfbauXEIWfbbee4Ps4AnubFTse+mbXL1wiYBnffUQZu0gm3e2iDHSO/E8N11BijxPBnkzH43oybKUdqCkxGjBoMweiWOn6Q67PBm7ZJ8UTauUfmR++7Q5Nl1Pj871CyzwKPhhatk8U7Q27OBZKZj5gPwotWwoUocHIaZRRpHGXGK+t5aVCspcE7zDqzRql2cKowWta1ESepmgbkNKwAGGQ0uTqdQVHcDLSCy7QoQS7FvP0AjqOjJqLEJHkJKw6RgNLXkmEasFA5NRWYtzHqm7gr2GQskUxSpkp2EXWvZ+WGjZzzcequDx7W9/m7/8l/8yP/uzP8vRo0e5cuUKBw4c4B//43/8WR/fjw1a52hsmnuTUmJ0nP1bqZ2Z0HdVRO8TL7dbOE9fo7EO2K66zzo94rQ2mbDXl376eiGG2XMjSXT7IPA+EGXyzYA0a9g4z6i2+M5oSoi0W1kYTa8wVI3r2p6h0IkcrXX0C0Wmc1JOtqdqHIVWNEaAVBzIW8bvvEFPqSRmQ6S6dA5z7BU2tmpqa/ioklRVkaISXSAo2AiKwgekVBxZ1kze/qPUPrhxh2NHX8JHwebbP2A0aTkwkJRLy2wIhVQ+OWC/+zrPvLLKjdfewBTJ3Z8YaS6dY/3kl7lz8zZO9dBdjGXrp63FAmREC0mIkdpacpOlnQ/pkV37m3ORPJf0coOSojPHS9fA/MI9v6s8PXfzuxlCbLuhz0OQBMDHbbeb7Roi0d0O5/zu98d5vQUW+CyRdgqT47vg0XnWk/wY9sJeN5TJxEzOdnumPBt2cSzcOw1hetw+bMc4dk3Us52ktOMnqK1lOG4JMSJIx9E6T6YkvSytD633vM9x9j1zCEFDP4emrRg8+SWGTaBSfVZe/hOMX/sdhLc4oSnOfIv/eq2H9emok3gX9PwY0Y7Qqseq2KK4+h6jC68RY2T5yHFWTjzNxvJBmih4+6MtwgevwtM/y+VhzspAIaXn9rhha9KysVVzIXi+qwb8qed/nvbG+wipKUWP5vv/P0Q+IAsVfvM6CEH+/E+TH3sJ0V9hcPhlzo56LD11DJoRm72lNAu/PiHmA67JPra15MagRJLimU7cqU3qwJty7PTzflSO3f7Z3Dll+vjH49kFxy7wecQPW8sazQ6eTccQHgstm2tJWSrqTstqpRCIPbUsQNt4XIC6DSyVmhgEd7YaRhNHnkmkFlSVZVynYovSkWFtU5d9gD6e0Q2FkqC07LzvPK113NqqCd4zmjgyLdCZYFAoqnGLygWtd2ilyLVAKYWRKe0mhHSnIIVEsdCyD/N6C3w+8VAFj8OHD/Nv/+2/5dVXX+Xq1ascOXKEl19+eRYttMD9MY3Gsi4wdadOxj7JCA22q9N7Oa7v1a43j70e113ldorpjO98vvVeX/r5BWrqaGy06trLumPtntu0nqq2aK2oW0/dpN8tZq3YIJUg76IBfRqEp3Wum62WacEh0C8yApE8KPqlomkU2kEWhgQJbdQMVg9gN28SrEM5S3niNBeHButccvTWEqEETeP4YCR5+cRpVuxtxhf+CGUyVk48R+0kpr5CFQybIZIXChNb7Aevc/jYl7h+8zpaZRzYv8Z+uYE6up/RxpDe2gH85i1iDGgcg1NneK82OCJGCDItaKykyGQ35z+9+RGkzrlIWRqybmZSqZR9Pr1Rmr8G5hfu+Sthdzb59NxPWzHnz+vHrWDPYypAjFZpF3PxfV/gMUUaBUmu/X7WljydGf9seHbqnTCPqf/Gzt97OJ4NkR2JHxG6NSMNNY9qx6R2RECrQKZ12u2U0M8M46rF+uT7cavN2VA5ZciYOI9vUnyeiHArO8ORn34CYzfxYok3RiUhhLTbKFPHy6H2Q8bvvoH3gfWljENPncIXgv7pL1KPtvCbN9h64xL2yBe5eeMm+IgLgdyN8CzTVA7rA0Yoyp4iCkM99gQV+S83C04MTrMkLQcGhvLEi/i2RjWbhM1rCKkJjaWpa8YuZ2l/zT4agiy5JtfwY+j3NHk2AC/QMeJD4tki18iu3dkYSa7VDo6dXgOPyrGpNX7n2jl9zU/CswuOXeDzhB+Flt2LZx8XLStFGumxHrxPhZQi12gt79KygdillEQUqUNvq2kZNzZ1DXh2aFmlU0FbyFQC7/cL6qYlREdWKAY+o/EW5wUCydJaRj1s0doTUZiBBJuMRGUhKYXGoFGkMaNksBq6iOFkahqBQkPrFlp2gR8/PPSQp5SSL33pS5/lsXwusNu1eq9/z6rbLi0MVZPYNZnLJTf+spCzWULnA8nYeGdFdB6PEi+3vYO1swK+sz2aWaLA/O/tNv5zPqB2ebWk+TpP0zhCtxvZtqnqD5GqsRitMEogRNq1FEKggMo76jbQyyX7Mgt+hJM9artMiCmKK8RUgfbO0coeWTffviUGlPtKonO4wy/y+jWFDw4bHI31KCQyg8ZZQPD6eD/fOFAi1q4yWFvm9juvAVDqyNJzX+VGrqFpCEoRnCcLLdEpnjzYp774PYaTJ/G3PmT9+BmubfTpL2dkMmIPnuHCRsHEBaSSWFJcW5mninluUspCCIqlnp4ZKCaj1qmB1t0MPr2O5mdPp8/abQ42vwCUucaHtCMgJcmM6xNUsOeR2sAXC8QCPzw8CscCVK1lNG6JJNNP6yIQZzv7wGfCs+n527ubMDXjU7NuE3h4nt2rg6B1KXpQIGkaR9U4pBRpxzO6tKOmBIF0I3E4r1nVt8lVTLzIOu+FPuPKIoSkKFJc97lxxtrySTZHNU2bjD5FCNgoOFikrroQPVIbVgYZzRu/i731QboJOPEFsgNH8PUEhyO6SBSKI0f2E/LAUdPywTijwZKjKbXh+GGHv9Mw8hmXh44Ldc6XVkdc+/558uoGq0eOUB59Gj1YY3L7Otnhk+itMUcGJbfff5V27FBScvLEaa7kRzFKYqQAAVoZ8iytddPW9DJXDMrsrvSe9Hk/OsdmRoFIJqiINKM+Pd+flBsXHLvAjwILLfvJtGwdA5PGYX1EktK8ogDn08jJbi3rPQgdUEIgdTrGyjkkkcp5WqF2aFmVpXERSUBIQ1M7Jo1DyEhjLXEJrPdIlTo+hI2YwrNxraGXSya3FWWR49uWkXUYLWiUQggJjUx+Fk6TZxEbI5IIPqCUpMzVQssu8GOHexY8/uSf/JP81m/9FgDf+ta3dlTk5vE7v/M7n8mBPY6Yrxi3zs9Ma7Zbj6ciqDOf82lWsKo9ppubEwgCEPx2xrmQAu+hjf4u4p7iXhXO3e7HO1sI0y8ZLXf8PHTt0611aCVn5j+7FyIlBV4K3NQbhIiUomsJTM7VSoiuVS2AiMnoSQmEFPSKLMUn1mmxHE5abm9VeA9HejcZnj+HJCKFYnDyNBc5grWeKBtGw5ZRY7kzgjOHn6e9dA4IhKCRT5zhBx8qRnVL3XqsDTjn6PcUYRypastIS/raczHXHC73cf38dwnBJ7KOEvfeGxQrT3Pn9ibVKHJy32FaFIcOrTK68ANEf433bjkOZ6tsvPMa5olXuH7jFuWpFzl7weHcFsv9AmMUdYgoLTBREnwEI5BAkUsGZYZWMt0YkYwIy9zc1eq5m9TnW+jns8n3em5rPckoMc5umu7VNrrAAo8zHoVjM6MYTdIOWVV3JpKG7ruQYuggfY/g4/PsXg7zsyQWkYR+jJE82zYw812nxaPwbPq7I6GLeoxsd6k4lwS4jxHvYndckbWlnH6RUTWWA+1l9Lv/J+3wGpON6xTHzxBD5OSxL3NePk2PMflkQr+fM3ItwgfaRjCsLTFExiK1Ix9kBDHgXGTfgWXstTeRW9eIIRB9oHr/NfKnvsTqi19jWHv2RcNAeyY3PuDyxSu4CKdOvcT/ebUkk4GvHqioXn0D5zwDI/ip46fZkpqNd15jU2m+eOIkW299h1EM9A8+yfKpF/nwB/+NwgjGbkxx7BVkDc5ZqovnOHh6H7dcichSu7lR0C9zInEmxvtFtkNsz3/Wu01pH5ZjfaBr1453ne8FFvg8YaFlP7mW3Rw16fMKqdUj0wqJYCRaMpF+b17LEiJ1o5JRqBJoIZBERm2gdY66be7Ssq31NAKWdCpKI+DG7ZooItdvVum+THiMAGWgriyDnsZZR1bA1uaYrdbRKzRNnQxbpVKslxkToxjnBgkzLetjSp0hxoWWXeDHDvcsePzyL//y7N//6B/9ox/KwTzOmK8Y+5BEafofNzMzm5oojZuWtk2VUkhV78ZGerlGyETaymiU6NycZ7PFsTNHujv6aPo6e4nuuaPkXtVWJeXsb0iGTdutfjCNBZv/ezsX6pB2L2OMKC0RCLRKi53MNE3rmTQB66GXa5wOSAS622Xr5ZraOsZVzWjSUrWBJ3qWjXdfJ8b0GYkYqN7+AcWpZbZaTenhzrBCIql84FW3ypEnv8qKsjgz4Gql8KJNcbMFPLsuyHHcbuDNKxYL5AKaGHnjmufpU/sZXggdUQtsuQ+EIHhP2waiUNxZP8MHdpkXliv80nVujALWWz6wmrX+EZb2H2FTneC1GwKtLRKFJdAXhqI0KAnGKAalQUqF1oIYUmeK68xitZJYF5lEm8TyA8yPpo/pbi52r+fOX5fT9v3p4wsxvsDnCY/Csa0LNG66E8fsO9Y66OUSY6BXpJtg4R6OZ5PI2vnduVvMpd/di593/x0P4tkpx4rOKV9JhdaR1qbHjBJdC3RIQttH8kyjZYpVlSSOLTJN5rbwl78PoxvY21cgBqqLr5M/eRr/wRu8cNzw1utnWTFj2tFtVk++yOZHnsPrJ9kK+xnVDglkmccu9QhRIkRAC4dzFu0Dqujjx0OE0RSDJTbff4vrjWEth2x5lcu2xLYThBRsvPMDXnjqp6kaxbK9wZMn9mG04saNDT66cJ7jX/4G8ehB9q2WtBtXkL11fFvBYB+Tm9c48MIX8G3N5oU34eIbrJ36Mlu3N4CIiQ0rg1WUUmiVbrAaG9BznS5Vk0T+7vSevUxp4eE5dq/zvcACnycstOyno2UnjcfZQGM9QkFmAiIIqtaSGcVyb6eWbX1IfyeR1V4OUmGMQrlA8KB0wLtIUUhubNQE69GZpp9pxq2jMF3ai4pMKocSqQNEGc2t2lEagQ+S0jg2aug5T6kFg0wQnMMoQRsi61lgXE/IRY4xEjot28OQ9TRaiT21rBDpXFoXZp2UCy27wOcJ9yx4TBNYvPf8m3/zb/jlX/5lsiz7oR3Y44b5ivF86/F8h1yMMQnxNiTzzAjEMEsBCCHNXYeYmudiFPgYic7PKuox7hGx6OOO1ty9RDewiyzuPvYk5ucWuA6t80gpZjnTVesIIcWAuRBRMhGOlnL2HkWWZhGFDCiSSaDRin5h0vsJgVLJaCqESCRyuGc5pMasZJ6r3qO1nHUqhhAxTJg0fcyoJnWlp8r5pPWcuxYY9EpyBd63TKoGXOD5wR3s++eYtJ5SwteOnub/vjEghESXdyrPudEKT+w7jnEtbZBcrSMTK9h/8jkqfwRUyb99u0UyoT2asz6C2qY0BhECNybw0WbG77xdI5VgtYTV5ZyeF+R9xVJp8CEgpEAK1bXiSbwgtUp2GfFCOopME7SazZM+bPX6XoT/cdtG73cTsMACPwo8CseGbhbcuriDY9PzA0LorsMjCbEH8ax16bm2M6+7H8fOv9dex/8wPOt96AxKmcXNGp3MkYXpdremNxCOFAkLZEqSZ6k1F7ZNAnt2C98rQD5JGN4kNBUEDzGSLy2xeeF7rGQau3ETQWTy/usMnvoprlw6x4ET32DURqyLBAcXbkueO/kiZvghRc+gD52g8ZbaOswgpzh6iq2PLjLRK2TBgcxwkxEnTx5lY2vMrdsj9q8P8IOag4cV7ty7ZL0eIDh1/BjLvQ36YsS1y6/S3M4Jo1v0jp9hePsOquhx5+z/jVzaD86ydOQ4k1s3yITH6OTSH/M+RIHWgjLTjCpL01qcVLgQOi+B5C/wo+RYWPDsAo8fFlr2k2lZGxJ3hxAJItI4xyDLIEKQEbq/adL4u7SsC6noMVaOXEW890yqhqZ2jCtLqSW3xqnDpHZp/LoJHi0EwwpAoI1gVWlsbTFGcmXi6ReSzTqwagRXNqGfC0Z1QPY0Y5vOrZSpG84GuDEGWbcsV5L9KznRQb6sWBlke2pZZQR103axsRCJWOe7z2ihZRf4fOCBHh5KKf7gD/7gniMtPymY//PnPwspwXcGSCHSVZHTL4SQDPS0lAQB2iQDJEU389jxfhLvqaI+P/sG9zZ+2kt0C7hvQsBeLsit82gpaEWYHY+WgtjF8EUXqVuPURHVLSJapRxyH2Ja3EqBUA4pJXmmiDHQ2kAMaQZSxsixeI1b77yG8x596ABP9Cw32jy1g5PYahJynA+MqrRoeRtAwqR2EGFctdyqHXXryDPFs/sE43fP4pyjzCXDyuMvneWZJ7/OuZuBpkkLwbkbjv7ac4zee53gHUpJ9JMv8B/fqPBRcn2rBhFZLeGdG56fPvoC4dJZVIxEKegdP81//qAlMxEhwEVP3VoiJdFGXJaqK7b1bISKpdzgXXpMaYVSKTnAdZ9lDN25IM2DT0/JXrGYD8K9vpb3+7rutWu9aBtc4EeNR+FYSHPb1kWcS3PRyGQiZzLdiW6xgwnvxbM+7GyzhfsXNh50/A/iWesiIUYyLbto0zQT37QeIdLfPhXsPqTvallm+CiAiNaKIlN47xExom6+zej9VxHX34J6i+LIM9RX3iHYFkyOXlqjFBkySEaj63jbJHdUZxHRY/yEKPtMmgbVClxjGYuK/MZVgvAMTKB44jk2LrxNqFoO9Q4Rh0Oq6x8itWZw8ATNe9/DbV4ljBtePPNlrrz5GkV1E9feYe3YU2y9/V3yfUcIGx9x4vRPsXHtKutPv4S99SEi3KC6dJaDX/0T3HrtDxAxEJFMao+59h69I89hhSZGSX78Ba5VBqVaYtSzFnQpZOp6SZu8NDZgtCdE8DEgu5Pzw+JYWPDsAo8nFlr242vZGCIKSexiVbVUhNwQnAelOq8KSd06jJIPrWW9C3gfuV23rK8oPryZ/hbvAq0UDK1ndcngQ6SuA8G22ABapC6V4CPrPcnVzUgK9YoYJbkz8QQRKaTChoBRkY3Kk5l0jqUOTFrLkihxPsX/ai13aNnYFUuikDu0bNt6BAJR6oWWXeBzgYcyLf3zf/7P86u/+qv8tb/21zDGfNbH9Fhifh54Og8oSKY6xDT3KAUEoDAa7yyNjR3xRvJMstI3eJ+q5VPCnhrexRiZ5pHP41EMnh6UELDbBXlqJJRckLdbDWVXKRXAyLbd/HiaVfeyi0kUqeUZoF8YikzhXJrblELjvaNpU1viimm4fek8omvnuHN7k4P7DrG+ucXtOrnfm6PP886WRCiZCgqVAw06JmEfRCQ0AmLq+GhsRK9apNHsP7SPQnn2obl27TZSthipkZkkV4q29fzhtQHHj36dgWjZjBnvXHNUjUUjkAFMBsMKRo3jj26UnHnmp7HjCbUq+b8utMQYKTs3aoyk0GnBtzESo4eYBLoA6jp5hWRasDIosKTzHYKA7gYNIkJ6JnXEaN2dv7Rj+Sg53w+aU99d/f44zukLLPDDwKNwbIq/09R1je1EuhKQZZKVnkkc273ug3j2UY1KtZJ47v2dexDPxrj9N87z7PTYIBIV9OMI0Y4x2QBrlpADkXw0SDcnmTbIZovhhddQKLKVw+AamhuXyA4/hch6qHKJydX3uX31OlpFVg4eY+vGNYKzWKHxCGqR45zHh+SH9NRhzfDCWW42Fq0lRinW7IjVn/pfuFMFquWC0bn/TnCO1SeOM3znVQqjUVrRLws2Xvtd1p/9aa5ducba/gNM3vkuS8eeZfz+65THnqd+5zsUxRKN9fQPn6LNC6qbV5hMLHUT2XfoJLdubRCJVM7QP/osW2Idv17wYVtQVWn8ZktZMikoc4XWBoRDiiR2rbdIETE64CcRowVaqRnHPmjU5V7X5V7nO53jBc8u8PnAQst+fC2b5xohEidal45L5xKDwgGudVQTS1HqR9KyxkSkgqoKbNSCpb7GupgKGhJEJsmkwhOoI0ycTN01WpLLiPOR0IKOoIBRnTYS13uCPFdcv+1QRjAaQ5FJjIppY06KmZZNHSxpvKZqwkzLKiUpTPLwmNeyzgesT1HuCy27wOcBD1Xw+Gf/7J9x8+ZN/uk//aesr6/vqAr/JJmWzoukzKQvXAhQ5Mm8bEqw0MXjqdT2lsR5Il2lFLaxgNxleCdnrYDzuF/V834JAbtJZv64k5FfRIZACGqHa7IQYkfFfbozNt0rFYB1HtkR2fS1M50+A6MFm6Oauk07b85HTNgkRk8UESkivm24etOz/sJXUGOPpeTdoUQKgbWWPMswRmJUyitHgRGStomIGDFKoKWgouT0oSWqiz8giogSkmdPvsS7xQr91mLr1GpplGRjYnn7tqBvesQQ8EJS9DNs61EmIJB4G9AmcnPs+IPzliaCVhUgsSGgteJWFVhToHLJ6pJmuczIuqiyRPyp6uwiDIRm1KQkBecjWibH7txIXIDgAkqm6nnaJYmMa0um5dw5fXDF+l7nfK/qt7zH/Pmj3vQtsMBngYflWClTVF7iWUlqm5JJwELnl7OXsejdPHsvjtVK0nYdFlMxPRVgSu7dSvswPDudk5//ysnuGNO/obf5HpMPz6fYWQTliTOofc/N5tGVgq1xSzbaxNnU9jxhifLA8+Shovfcl/Eq5+Yb/50bk4LlpX3Y4S3sjfcZHHoaq/vc3BjRO/YC7w0VrnFoLaisYCBblnoQstThdqeCqxuOa9csr93O+NKhmlPHXqC+fBYlYupCKfdjs1WUsrhmwlYrENqkUZ31I1SXz1M88RzCO6rL51LjuB7gDj/LnfIodU+iV55gNHiCK3cCa4Mj5DIQyx439JPc8SVta2e7uCHGFB2pJUorovA0TaDIU3u1EOmOrWkTxzqfUhYA2mnU79zu8YN49n4FkgXPLvB5w0LLfjwtG0mbVUEEjAYIuDbiII1QBsHyIENK9UhadlIHkIJ+mbHU07SNp59JpBFII6jHASllKmxEyVI/pzSKxgcIASMC7VTLRom1AaUioxaq2hG7OFllJBMfWNaKm5PASl/t0LJaC+pdWjY6j5LmLi0bERTZQssu8PnBQxU8Fqal29j5BUyPeU+alTYagaftQr7Tlz25N09NnKQEH9R2W7YUHUnvXZHcq+rpfeDuRWbbMf5+eeTTn2emq9C6uGNOcv7fESgyhVYpdjU1VKf3zJWG6GdzlKklUOJjN1cPgKBqWjbRBAcSQRCJqHyI3LYFHzQa5wNGQRSghGFlKWM0kSjA+YZlVVJbi8DiRaSfGUY2tX/7revbVXwpcJs3WdqXcyKUbIwsG5MaaSRLAXyEvJBEr+n1c5yNjHVLCA3WWnSRjjGGQACM7D4EEVnWksYLilyRZxmrvYJCG4yRlIXBhYirHSGQ2iXpquUhtRZmKi0GRZZaJb0PnVO46lozxexmxuj5ncOHq1jv/vm9qt+IvVeDn/CJtQUeIzwMx6ZW6IQiU2Q6m31/tE67f1MeTq95b569186S99st1SHGZOo5J9g+Ls/O76pCopheoYndnHnpR9SXzycjQCUJIVJdPEtv6RBkKygpab2nbgI66+NCTK3PzlMJQaTPR6P9tNUm7UZqQ99UA/qrJQ2O5RNf5FaVwcGSt29EXLBkRmJChuk5Di+1tG9/hLUOIQVHVw7wQVUQyh4rPY3I4Pq1lkNPf4ViuYcbbbA5HNNKQYwZOiiUNAxbRSxWkbEheIde3sf4td9JqQY6QwRHffF1Vl/5E7zjn+d3vm95ef053Ogtrg8jvV7OwadeZBILykKnOF7fYLsbr6yLHQ4+IkwkMzJ1dahpjKxAxMSxwIxn067wzmjEh+HZvX624NkFPq9YaNlH17KjSY1tQQmJVF3Xi4CeASE0lXTptYV4NC2rUmJLkWn6mWG5zLFtZHmQMcgVG5mldhYUDEKGj1CWEtlGciMJnpmWra0lyAdr2TLXd2nZwqTz27R+pmWBlNiiIrLTskKk0cpeoRdadoHPDR6q4PG1r33tsz6OzxXu10qVhFbsKpRih8g1OmWTZ3qnQ7+S4r5VyfmqZ4hpgZjiQY7xbZdkMH8s0wVr/uZh/vUyo7uKNkASli6tRkRSesD0udPbDqNTRX5zbPEhYn2K77IucN1lHDt5huriOSIuVahPnOZCmxFjQGuNkhJpHW1MlW6jQURJZnIKLVgqNEOjmDSWzGgy17IkG242Jev7T2CEJ0jDsBH0Rc3K0lrKJ9dQSMWmbJi0Hq0FWaEpdIZRMKwMRknqxlC6NOvtYgQiuU4VdSkkWaFZ8oI8E6wtl6wt5QgJpRHkWmGNwbmQdg9EMkHMM8Wg0CiVqtxFplEiIlUnCkQSGNOOqfnEhnl8nIr1vX5HCgkPaM9eYIEfNR7EsfP8NM+x0M1lR2bi/GF4dvfOEjAz13uQY3w6lrsF9/14dr7dV8XEAyEIRIjIepyKuEp0xw7EiLQTsv4aAE3lsN5xKxhWjp2mev8sCI+QkvL4aS7anOVsgDGpkOIjbDaKTOdsNitc3BLkhQHRoJVGmWSIerivuPXu9zh06kUmF15PnTOTOzz9hT/OdzZ6rPYkWzZy+NTzjK68RVtPWD70NKW+xsimNuwTX/wWl967jDGKjzYsz5/5KpM7N0BpQhQEaWidRPX7aee4t4/vXlQ4Bd+/s8YXnv4ZBqYh66/yASVrpM9xuZfjvEe6lHhVtS7dhBlNaRQxm4r4lMAQurmmqS/BfGfqXqvmgmcX+EnDQss+mpYNUYAGgyKGdEy9XCAVeBvRSqGlIoaAfQQt2zaQSUVWKPqZSZG+eaTX0/QKjdGScaNQAW6rmknrURIGhWKlX6Jkp2WloG4TDz9IyxaZYH1lW8tmSqCNpBczQmh2aFmlJf0yQykASZZJMikWWnaBzxUequDRti2/9mu/xr//9/+e69evc/DgQX7xF3+Rv/pX/yp5nn/Wx/jYYbv9bW+in1ay59eR6Rdxt0Fe61J11EdJgX5grJPz4LnbZG8vUmitp3Vhe86xq9DPP/9eLWTTGUxrW1q//X7TdvJpu/gUIaT3q9vA1qQlBLDOEUMi5tvmCQYvrCOrMZOYc6HNkEKgdaryF0Yi84zWBQqjCS4txAMt6OWG3ChW2ozGOpz3uGDoLfVQtwyVD4xjikZDKqwqsRayXLAqC7SSyEzSt4FeoekZiTQKIaAYKYpCMZo0uBCxbcDFJP6FpMtth36ZE1wkzxVLZYaQkCtJWeRoremXkTwrcC6d0zIPSKkwWqcZcyVnTt8CyHRaCqzws9Y8pSRailkL4BQfp2J9v/bRR5lfX2CBHwUexLGQrtsgd3LhJ+HZ+f93/m6OnT+u2et2O44pMSbs4Nj559//OycZte0stSVmg9nvzoz5hIC8j/eRqnVMakfVBKxzVOoo6y+sUzZDQjbgWp3hredqo3n65Bmqi2eT2Z6SLD11mquxoMgdeaFpGwcioCWsDjIOZjWVjgxHLf2nv5ICC0XGplhCylSAQSguuMM8+fQBlKjY1H3s/kCvHTP0Gd+ZGE6dPk4pGhrV49Wm5PiL/zPD0VXk/uO0t66hipJRK8jWnuC9UUleeHIEEsWHtaRPj+XWUBaCXBvKLCMGz8G1kkndxXxrCFGitCDPDVoKilxjdPqspxRYR9d95mK2S70XFjy7wE8aFlr20bRsblJBvfURZwPWgVbpMRsDbePIJOS9DOsfXstOk/wk4KPACIhaEQTYCMZIlnSWCj1a0LOBIlMUWlAUyVckHymKQjKatA+tZQe9PHGiFPSKnCzTGGX31LJayYWWXeBzjYcqePydv/N3uHDhAt/+9rd54okn+PDDD/n1X/91rl27xj/4B//gsz7GHyn2+jIJwY78b+gI2MiZABZCJLf5yF0tet47auup6pbWgVaQGU2jHb0iu++s28M6GU8r9/MP7+WgPT2mvf5u51OciOliVKeL4TQ5YIrpiIp1PlX/lWDsHK11WBcZlBlCCW5WBbXVTKxDCchzRW4UEMnzZJxUVxaTS3wLMkudHy6kCvOSlpQhRcC2zjMRguPPfoHJhbPJN4NI/9jzvLWh0DJQ5JKyTM7SWkuMlGgjGBRF9/d7+rlmv8sZ1QWN8zSNw8dkcJcpiCJilCIScQg0Mi00uWZ9uWS5nyGlRKscHzxV4wgxLYLeB4yWlJnpiD/Nl4eYUgXSMZjZIp7iKj+divWDDKAWC8MCjxN28+zDcOw2pr4N/FB5dn53dPrwPMfufv5enSHTnU6lJHSGpkGv0jvxItWlN9LriuThUcklQpt2G6fF4qYN1E2kthm97BAiRJyzFJmito732kM8+fx+jJ8g8j636BOtp19oTG5ospocnWbJlUKVSxR5hvee0cZGSj6RFcWhAdlEUrWW1ntcgHduKPqDZQaFJkaQqmASAoNexGZL6MLQNo48gyvuBIPiEOtLB1AfnqduWrTMCU++hAorPH00xV+mUEhBYRRFpjm43mepzFAStM4o8yToa+tRsqBpPcYI+oXBKD13LWzfDBW5uis94O7W+AXPLvDjjYWW/XS0rNYC51IRNTeK1geMVhgtyYwkN5oiVzT1w2vZafHAu0hVe8bWYmTAegk+UOQidQvLiBA5a1IiFQzyDK0V4OnlCu9yRrX9WFp2ZaFlF/gxx0MVPP7Tf/pP/PZv/zbLy8sAPPPMM7zyyiv88T/+xz/Tg/tR436RR7u5WjAl5u3Hdlc36Z4TYsS6QOtSa12qEkdaB8Z56HaoHmXe/F6O2LJ7futSrJh1gTLXneFTaslLGd2QdQ7Lu3ctZdfSHbynRaBkirSaxnpBMn9qradqLQJBriQhU2QqppY+kslUmWv2CU1EYZQgRM9WFbDW4ZE0LXhtiVGhjUith54U32UkQkh6hSYPksYGrnKUtefXUZMhVhTUUnJSDHGmZMv1yIxAKInxHikjvUzT6ykEAi00gzKjsYFer9udCG7WDihkIu4oJIqAVAKjFEJIpEzRkJnZFgBFljEosx2kPz0XO6vP995ZvpcZ4sfBovq9wOcBe/GsUne3w+7FsdOf7L6+fxg8O78TuYNnW4cQqX36Xjw7/zdPBX2mFa2LWOuoBycpTx9A2QmiGODzFZz1tNYxaSxN45FIerkh0tIvkhlyayNloShzyVIp8UFQR88dm0EtiKElAs7BWm4RXiPz9Le4ELheG544cZr60nmESDw8OHWaD0KJUjUBCN6jhCRTgdgqQu4ZFAWtd+TdTVE/kygjKbIcJQTWO6o255pZZvD8k6h2TNQ9ajHgoNg2Es2NSCOAQqB0Ri/XaCUxOhUqpJCsL/e2P8+ldK7uz3F3P/ZpcuOCZxd43LHQsp++lu0XAm0E3iuUiDjvGNbJT6StwyNr2RR5G5iI9O8oBTKC9Y7Mp+KR0gpjI8hIP9csLWULLbvAAg+Jhyp47N+/n6qqZgUPgKZpOHDgwGd2YD9q3G+2MUYwWqG6iEDBNDVg79eaF8bOb7/uLFrJJ6d7KXWXPX7/WbcHffnTsW+/j/WBqmmpa4vSEutMqip3bc7WBZzzGK0Y9A1NO62op1bGurVYD8456sYicGidkWWGwiTSHNctw0mDdR5nkxu0FhJhZPK1Dh4bprFVgtY5Jm16bt1GamtT9JcQ6FrSOkvZZORKIUUyHBUxYnKB9QFrA23rQAg2JxLnBhwT1xheeAMlASk5ePwMV8ZPUJYB68F2ueHWjSjyjF6ZY9s0E6q1ACQiSDIVcTHNffogurxyRQgSodONRUTcNaM4PRf/f/b+LFaWND/rRn/vGBGZuYa99lzTrqlr7Lbbphu78YC/z0LiHIHaElyBbBlo4xss4QskC4wN2NiYGxBClrkBiUH6JCwkGyMd+I59vrbBQGNjd3dN3TUPXbVrT2vKzIh4x3PxRq691p5q7+qaujoeqVR75cohVkbm8z7xf///5/lmyfi9JPNxYRjxUcbNeDYPO0jvhmPhg+HZlMvOYcqlPTqkTO88nfNIKUth4wY8q5SgroqYLBGOhUXmbc+89XgX6HzASKibNareIlyLT5mu9+zOe5xPGCUwVlJpA0ISInSu7EzGKBBCk3Jkvoy0y0jMiaULGFWSYrpYsbtsmfblosEYRcyZ881ZNh7ewrg5rWh4I9R0KZFI+BDpXCSTMNYUDg8Vca1FG1UuFoZ59yYETtaBOvd42RBkjU+wkOtEPRtm2wXLPpSLKyHJKEBhjIJhJxauXpStdnNXFzTfDEaeHfHtgFHLvj9a1hqNQNIHTwgR5xN9n5n3PSEW7rpTLetCLEWkmNhvHU1tiCHT9YGQatamER8FvYuIDDGOWnbEiNvFbamGz3/+83zhC1/gR3/0Rzl9+jTnz5/n3/27f8fnP/95/vt//+8H9/vc5z73vh3oB42bkfSq4plSuq7qLeVVg7TDuFHr3tVIJQHkgzsdRGe9w6zbzb78hyv5vfO4UOKhduY9cYjgUrJnramHtr5SyY9JEJLjyn6LUQIhFFqX6Me2j/iYmS86tuc9KYHVnqZWTCcGLSTz1hFToneF+IUQNJVEaUljFSFm5l1g2Zaq+t4i0HqPGoi2iwnnI0ZL9rtE3zrqKjKZSIIvC6MWgtpqshha5nIu84lCcKaOzJ97hr7zpU1cQPv1L2M+scYbFy1GKkJKuC6jawHbjuObJYXA+3yQGx5SKItSyuQkSAimg/FoypkQE1pJrMnXRG5dvzMxVqRHjLg1bsSzKQ3mcDl/Uxxb7v9+8iw4H8ruJrDoPIvOQ8q46FCSG/JsHwI5LWgqg1GFZ4XILNrA/sKx3zraPpAjTKee2nRD8oxg3npcH1n2gZQy01ojtWTaaIxS7C8dvQ9sTovB56W9nt4HYqYkZCVJnxLJR3YWjhQjTDN9ErhFZmoV27s9WkoqO8OnTKMDk6YYjnautLAvF4FEjzWS/bpj2llmEzt0nsD61HAmXGT3mWfprQChmN7zGG+Ks6WtnExIEEKZgy/u/2XXM+ZEpsRCCnLp7JBy5NgRI94FRi37fmlZT1MZduc9e22PGkxC/eA18m61bA7gXWI+9+zsOayRZDLL3rGztCiKSahbJFQjkGnUsiNG3A5uq+Dxf/1f/xcAv/Zrv3bd7avfCSH47d/+7ff48D483IikfYgHwiukjEilkgyDI7RWuHzr2WCtVvFeEq8FhHIfwdDKLcU7zrrdjHxWlfDiKp2JOZNSous9Xe+Ly3QqhNi1nspqYi5pBp2PLIdiwayxmIEAU/LszXtIsLv07PWFWGstcFHTtoFKC7oAKUfa3hNSQmaBkBoTNW3n8S7S+VIZ11IBiWXvSmb4kHGeUqK2miSh9xkfe7ogqYyic4GmMvQ+oaSiMtBUsiwYQlKJjpaI0qK4SgsBKaHjks4rUs70RBa9p/EakQVSemYTiQtFVGuRSUIW8y0pUEqU50Ggh/MupcDokpdeGXUwgy+FONK6easW0mvP5eG2wXe7mNyonXPEiI86ruXZlYGcGRJW3g3HwjfPs++861i60nzZrsOFSNd7lq0jp0znI0LcmGfnS0cfIsfXGqQApECJyKLLtG2gdZ4950txwnumTYUUoKVg7sJBBwiUi5Xp1LC9HxBZ4Fzg9MQx7XdxusaHsiN59zQiuiVpbcaLF8o8e+8jxMxC9Dx6SlHnnlPHGmToENIgTcV86ch2wr6QGK2Y1BU+tliT6RMYVfjWp8iy90SfCDlzz3rkyvNfRSSAEgfpX36a9Uc22YsNMYnytyuBMuW8rjhWifJzY0unhz2YFX93HLs6Z98sz44cO+JbEaOWLVo258DevCNH2Fl69t8DLVsrRciJZe8RGVxK+D4jVCaZd6dlbaVIXcZUEhEiMZZRmiTAxUQKZWRygacKqoz/ScVkUkYatRq17IgRN8JtfZp+53d+5/0+jo8crp0vTEPL36r9eBV5KOXRL/c7tegpKWmsxoXExlTiYybFiFTF0+KoNdP1uBX55AyL1uFjaVcMIdM7R+sC3mf2O09OpQ7fGYnymUpJ3r4yZ9GXim+KibXGUNeGRevJZBatJ6XM9ryj6xNWSzbXLJMmo1WkNpJFH1EZzs56quRIdsJO0LQh0vWJkEqBIwMx9dTW0PmM1RGXMpqMj5HWZ+rKIEWp1psgWHqPUpJIOd4sIzFLEpYJkqQUvWqK43aKhJjREozR9KohpEgSsOwdVhfT1EgmLTPBS9AKEQXOqsHFWiNELm3qIeLJpX1cqYOI2ZQgxtUM/lW38ZX/wM1aSA9/HooTeDi476oyfzPRfjPMl1cTHgCcSswm9o6eY8SIDwOHeTYNIlceCOV3x7Gr5323PPtOAm/Fs52PhFBauL0LtC7Q9YkueFIsRm835NmQ6PvA/txhtKb1nok1OB+5tLOkD4llF9iaWfTGhPs2O7RfEs2ENy5FYkq0faCxJYrRVArnEgrBQ/VF9r7+VeZSIITksfufgJSZv/IUCcm5e07z6UfPEJJgz0kuhppH13ry7hs0a2u0X/9dquOnULYidkvUfs8VZznz0JPsi1PEHJESli5jZYnurWqF8wFsuXhCZERY0gcPCITLRFl2GO1iwZ7XVHUZ+ZG5XMzkCDFnBAlbGbSSpMxBvOy75djV+fxmeXbk2BHfqhi1rKHtAonEfFm07OV5R9dGaqtuqGWjT/TelfQTq7E+E8T1WnaZPdooOp+wGnzKKJVwIZF4d1rWx1zGVUKic4lKSgQSpMA5T9KC0EWs0aRBg+YleC9JokRyO6tHLTtixDUYy2fX4DDBW6MOqo1CCux1hC9uOOf2TpVNaxRKleivKidiPEoKNyKUVfXUh6sz39fe18fSrgdFKK7yx4XICAEpZkLIw26hRKrMfOm4vOdRAmJOeF/aBtcmlkXnaWoNMrHsPF1fZhqTgL4PIDKV0cioIGUenV1i/8VncCmhjeITj3wnz7cn6HoPsrTphVRa/qLLaCV4/XKHQKAMnN2ouWcdpmrJoja8tJvZbz2N0TifkCHjy5YhzihChCQ0WgR29jPn7nqU8Oqz4BMBwfq9j/OlNwO9i0ysLpV5WWYmjRJ0yrGYaia1hQA2KmKE3ke0Kc7WCMhZoE0sUVsiDwZ64iCGTR45T/kgz/1aHG4tLSZaRxd8HxI5l/f1divbLoQjCwSUOVcXwlgdH/GRxY14NiYG74vDxmfvjmPhznn2djgWOODZwxwbszjg2RhK8TanG/NsiKVgsegdtlJIBFSw1/a0PhCTIMZMHxNPrl9i+fVnScN4z6fveZSLaQMbejop2A2aSgpOzhxnqx538TydrdnYnGEITNWCvQtvcNHBQ/dssO4vIZ/5KnWzxqRZ5+F7P0H75gukfoF74RusP/YZ5i9+mW7nAjFnZo98Dx2ZnReeYv3+z/GGSxAFE6vYWXo2a8HOvmNSafo2UlWa5dJzpTaoZcQI8CpSVwqBpEuG3d5jo6RRGaFBCegFNLVBSoMY3vtVYsK1Lfe3y7Grc3qYZ2PKwy7ksOt5G5+jkWNHfCti1LJXtWznAtYohEosOk9wsXhjyHSdlnUu0odQ/JBE8RBZb4ofUteHI1o2pYzu4xEtK2Xm+HqFcxkvIylmhIL9/va07LINdG1AS4mRmX0X2JSa+V4ZtalV6dzoZCm+CGCpHfOJZjqxhD7RTDQpilHLjhhxCOOn6BCurTjHGEpcIJBTxqd0kP29wp3mSh9ehLSS12WRr/LQpbxqBNW7SO/Lzl5Og1PzMO93ODNdIJAiH4hxJUEbyVRWhNixFg0hJXJOZaFQiizL3yRyJstM9glSmUdXWtD2AXIm5IytNEpnpMh0PiNVRutInwQPbCaWLzyLyBmpBOTE3stPc+bh7+PiMtO6gIsJqcqCq0zmyq7DqjKPWFvJkxu7bMVLKO9xWbO1dYovXZqVCwddnldkUEogRWnHiz4ym2gWCV7yp9l6YJNJaulTxR/vCpyPKKnoYsITaYwmJ+hCySSvSCw6x6y2aCEIOXJ5f8msqqDWVJWmqk1pq46JzmVSzMTaIoblwCgOzPVyzpQMmOs/GIc/KzlzZCkJMRJiebzzAnK8rer4zczFbnb7iBEfNm7Gs4Ky++hCPsKzd8qxcGc8C9w2x0L5bgmGi2YJIV7l2ZR7ctaDmWkRo9fxrErQlRn5vo80laKbR7LPCCNRITOZaB49KZi/9DQxJayRSBIbF/6IZu1uLr19kXsnkk898AjVbJPlhTeol3OmdJx+4DgXnvoDXAg0O1M2T55DzI6zIXeQexex03X6b3wNuXmK7ed/n+bcp/CX32Ry7gnmX/7/YU7eS9xOEBPdq0+z/vD3Ira3qatd0ul1XtwWSJMxWuBTZl1KXIKsBG0fQSRe2k585sEn2X/lGUTO+JRZu/9xXltqVIbF0rHEszmzCK2oqxLrWA/GpzElrC47hFKKd8Wx5b5XeXbFscNP9Eowqd+54DFy7IhvNYxa9qiWNboYhIaQiDmDUjTTjMjXa1lEIseMkRJlyujdso/UVpLUUS2bEqgqc2W7aNmcM0ILriwcx45ZYp/xGVKfMWZIB3wHLRsryUau2Gsda7Wm7ku3TPAgBi0bSTRWQg8hg0+JSiR25x1rdY1CEkctO2LEEYwFjwHXOlmnlEp1MeaDyqcAWhcPfm4OZZLfDm4Wv3jw+0N56FKA9w4hYHfR43xGDAuAxDFtLGqI61vFcvVDVnjOlMqqKW1rWkFdCbZ1X9yeQyG3lIvAllJQK0WFJBkIIlNNJfu7Hq0hxkT2meAi06kuhnJCYCbQtok2OWiKSZ9VCp/TsDMX0W4J1qJc5rFTUKeOoKe8tdC0JlHSzBJPntWc7r6B/8YzB5npp+7/JE+eepKvXxLEHJlZcxCxlWLCSok0EqFkKbRIwcU2I6QhBzAmsSYlWkoCsFxIlBBoAcqUwguxOHNPK42Wit4namNQVpAFZBIiZ3of6H1CUBZlaxyTWg/zq/LgnGmlkKKYQq0ERjnXR3cThbiaPFB2HVe3iyEW7ujOyM3mGm/28Rt9pUZ8FPFOPBuHDjAfEmbwcbjTWeA74dkQY9kh68NtcWzbe3rvCak8n9ESNQhdayRNLbkiBT5GnCs7gNfyrM2S1kSkFohUBJ3U5eLBd6UAElJi3XiQpfV53WQ2rCe3c7TJ3DPp6fcuU78xZ+3eR1A7zxO9x1jD1Byn+sSjdCHgdi7jzr/EfZ/+06S3LyA3T7D8+pdQs03C7gUInva1p6jve5Lu9aeoTt5DznFY7xJCJBoZWOydJ+2d5aw/z7mTx3mbk7x4OdOGRB8TTUzDbq1gvhDEkPny9iZ33fc5ZrKnkxPO9zXrjaYPCRkUVa1QqqQWaC2JMbOz6EBIYizcV1nJrDZUVeG8O+FYuMqzhzm23C7IeeTYER8/jFr2Gi07UfguEFMkDVqWGNG1wmqJQh7VssCkNhglWKaA84koMp1PYDNhEUm5FKittlihqG0iJMiiaNfUR3IsRQ2G4zZIrDa3pWVrq9BKYKTA29Lt50NAyhI1vmwdAkltrvp0EBVGSCotqJTCh1HLjhhxGGPBY8C1rbCZEmEVI8OXPRIHYyclRdmJHFoF4Wi1e/V8h+cer12EXEilVXeo9IbEgeBfOSvHtDLDKwZ4IWZa50hJIIWkqjSi1GVp+3BQCY0poxUIIUsVWEBKgtpmcszUVpCzoOsDwki21hOLRSQisEZT2VyeX0dCLqZNSki0zsQAMRdGm88zVWVAQEvNdHjnvE8oAS5k2qiYbzu+5/geOy88hc8ZbQ1PPPAEX9ye4GMx37u7cSyf+yqSTBaCHBPLl7/Kqe9+mKcuFodsF8vOgFIS10eyUdiUqY1CaUnfBpZdZDI1aCVQKhMpZBxiRk+hsoaFLrFhtdEYoQhEjNIIIZk1mZQlRoLSZefBe09CkGKJ/Iop43wYKvMKP6Q0lCz3q5n1SoEU8qbzrytjxpXRU1kArrplrz6T86UbUhlKa/ekujrXaLXGqXSkFdAoObYAjvhI4p14tu095MykKbtOd8Kxq/vcLs/mIfa0d4G2KzugMZXjCcPOYl2bIxzbuVjmqXMEMlIptMgoqUCAUYamzsjeY2S6Ic8mBMooVAChBL1LSBS15WBGPWVYJs0xBCdUS9i5SDYJfMvWY9/N29+Ys9EYjNEsvvbfSyHk2Bmq2RZ7//M30FtnCcslW5/+Pwl9i9WZLjqykBDcsC03vIEpQU4IJEIpUsjotWPE5R5Igd+/wvFHv5PORbqX/zc+JyZb53jizJM8tzyBiYneR4ySIOSQOgBd73h1V1CZGUZCZRNCKior0FqhpUCr4u3hfEALQcplrUWIsnvrwRsQbjDfuwOOhas82/ur1Y7DPDty7IiPG0Yte42WlRIhwSd3oGWVyiSf8TmTcjqiZYWAPgZQinYRMFKwP+8xUrDXBZTIzBcOLRWxjmhTiiFpKCiQIPhMv+hJQtH3AaslnS4dJberZRddZDq1VFIgZSoxuBl8ihhpqWyJ5NU+YJXCCIWPAWs1UqlRy44YcQ1u+klKt9lHdG2c1bcqrk8LSPQuo/VqbjvRdpH1qTqYMV/Nl5GvGvv4EMlw0C64MmI6vAgtOocPmd55YqJUc7UkpYjV5cLbhVhywEPCxzy0icWD58lkrBZIKUuL4DDv2FSKPkRyFtSVZFIZQkiAZ5o0Wguci6QUEUITY2JrY0JlPD5GJo3C+0zfR2a1BZGYLxxKSbroSSEyX0ZiKG11UpXiyKv78CfufZzl688iAZcEG+ce44uveR49IVm++gyIXAoPOXLlxaf45P2f4/de6MgZeieYyEwMBz2NkCGHQNcqmkbibaKyBpsl9cwiUmY6U5ALMc4mis0Ng5GSSmtaV5IDjNaEEDC6oq4ly4Vmv4tMKo3SRXRrWcrUyUsqLdGSYbcZqAU55qGIQjHTK16naCVWh4pRAn2oEi4H8X8zrOZftZb4EMss6jWVcxcC+21P71YfoERMEWuvLgSziR2drUd8S+BWPOuHuW4oAklKeUccu3rcCu/EswiGIkZJW1EZfAiEmAFBzGV8T0p1hGNTStSVwsdi4NxUCq3kEGHoyRiU5KY863xkY82W+NpQTJaNLo/fmFX0KbLY73n+YubPf+Jx3Ff+byCD1kzOPsnOM1/i2N3nmH/tD5hsbCCEJHRz6rqhe/05SJGMYHr3Q+z+wf+H+tQ97L7wh0wf/x5ESojZZnmvokdON0mugxQJ3YL1z/6/2H/xq5AFstmkOn0O5xP9/g7+8ltIEkIJlAws3v46j33iFK/uGjoXsVqV9nVVEUNme67IOTNtLNbIIQYRhFDEPCQPJAjDbqOtRPl8pDxs66UDfi7PK+6YY6Hw7EwYVF+K64d5duTYER83jFr2Gi3rIkwlIVXsLzxKQRcDrivdG94f1bJCAzHT9RElYL+PTIxgu49IBLUBaRXLNjKbGebLwMxKLu67g7GZsycsi2UYvJdKUSf6TBfjHWvZ2pjB88mjlCLFUqxqGkXXRvaWnrrSKAVa1cOoDLgwatkRIw7jpp+mJ5544mCW60ZY7Y49++yz78uBfdC41skaCgGsTJVyStzo++4H4yTgIGUACsGowXQtpnSwCLlQRL2Pid7nIdYvk0UieFCyfNFzysMipRCitA/GmJFCoE0ho5UL9upc+BBxYRioKzYaxJRZukLs1ii0VIjs6V1pQVRKFWf8mUGqmlpLli7im0QeosAaq+n6SFoKuuQxqrQaGlPa9wSZvks8JTZ58MHvR7k5PRX/6zL03jFTkVNnTqKyBzNEMfoetxZ54OyU7X3HTjCsrZ0m712A4e+ptk7zWt8wqUu7tBUSITJba9XB+2G1pqkkLoBNivV1Q22LEeDWMBPah4CWitnE0ljNvHXMW09KCYGiqRWSUunv+kiSEucCOSWmjWFaGeZdxPlAiuV8C8rMqhQMLaLDTsKh78ztzMQqKZlUEiflNS2ipW1w0QV6V3ajr+5IQ+eKK/gK48Iw4lsBt+LZOOzCX8uzt8uxSso74lnBwKnDvHiZOU4HHFsZRRouAK7n2LLtKXSZX+9cpHeBDDR2mHy+Cc9mDORiFJdyMeGTInNl39H1ktQJhAikHLjQT9i45zuxMtIrTdx/G+kdKkWykKjj9xIvv0GpDmey6xDNGnbrbhYvfwVSRCiN29+Gr/0B69/1w6x98k/Tn38ZvXESt32e6SOfwe1dYf07/g+2n/8j6tMPEfoOt7/L7ivPI5VEb5xE5YgURbzrqmKSFVUV4OwmMZaWbislTVMKPlf2O2IceDCXYsaskfQ+4XwZ9emdp6kk640lCZgvXGnbziCFGApfDB0hvCuOhYEfsxg5dsTHHqOWvUbLxuGYs6W2jq6P+P0S8x2lJ6qjWpYgMEagtWGZMhMLKQsEiZTAJVAJZo3BWkUKiYXL3HWyYdkGfOtY7EWqxiCUhJxRGipKp/K70bLHNqobatnOBfaXDh8ighLjLSlJWqOWHTHiKG76yfrt3/7tD/I4PhI4HMOFKFXtVYSXEIqcS3b1CmVRKD1wUsojxj05D0zN1ZbAnDN+GHBbLToHVdBcFojSWSNBlJ2tykhSKi7OqwpsZRRal92z0k4m8T7R+XQgurWQKJHxPrLoSis2lLl4axUpCpwLxJBAKZL3SBxqrS7thW6Yyc4RpeDe9YjbW7LIlpd2LEsfyoWChhgFVS3QxvDMRUfKFV0fkSKzMVPcM13gv/plMJrjZ+8m7F5gd78j7O3wyROP87v7E566kFg7811M1LPo5Em6Yu/UY3z1fMRHqPVwMZIyznm6WEZf0hJqYzFGwrBI5wiBTCUVk4lmU9YA1JWhsYqNaTVE7JbdVSXBaEHKoGQipYjKEiU1TV1RWYnUip29RBbFZEoCdVVaQs2wS1LGNUuL6K2Khe/02TvaNlgcsEMsz7ky94Lb68AaMeKjhpvxLKgihKU84Nk74diD5+Rqh+KteFYpOfyu7HR2PlFX+gjHQhGCt+LYGIvRau8CLkQqrdBGYq28Ic+KnNGDL0UMxfyu1hJtFFeu9PgQUUZwrKpZiEi4cImUyw5tTpLT6/dj7v8U2kXOv/A1Tt79OPHlPyIJRdYW7IwoFMI2ZKHwSSJsQ1juE3fOs3j695g88lmEqTAn7yNceQtdT9n/49+GekacHScHj9u5SOcCs+MnyVKRpUJIid48QRs1UkqCmqCVZH1SD+cDpo1l1hjWmor9tnS0OB/RQzeMUgmyJ4SArstYTlNpEiWdJiaQKSFESewxqngMDKdv5NgRI94Bo5a9XssKEmFSeCj4xLLPIDXKpuu07MRY5r1DakGKIGWirgTOFS+7qlbkKJEW3LxEai+WkS5kEho7k0ghi/GpKsanrSvpLO+1lm2sZtkHfCgm2ZW1o5YdMeIGuGnB4+677/4gj+Mjg9WXUytZ4gUP3a5EuNoWGOJBq5oLsZg2ycMV0av/LgvD8AVXxU+iMmXROfK6EqqqCLwyQydRCqypUcpBLlF9VsuDVkOjC7G2rqfrfJl/yxllFZ0r84IlNzyU6jwRawUkmLeldWyx7Fh0PUYbNnvYXLes1ZZ5G+h9z13xPP1rzyIRnN1Y59zJY7wWjhOixogW5JS3Wk3wibYXVFbxiWMCFVpOH59w5bnnOb5+nNn6jO7VpxBkNs58grevZLqXnuY7H/5TZdZTTpAP/ynmnWfXaV65DDmVanVwiS7CZCK4uOipK02jNbYS7C09a7UmScF8Eeh0pDKSLATKS9Ymuhhi6VJ5VgqmtcWoskjEVHYcyYl2mGesq2KkpbWAXFIjjq03xOjJQtAYe7CrMKkNKReCdz4ihEQKgfPpSLv97X72DiPn0m5a2uzz8LlQGH17zzlixEcRN+LZ2hbzz5TL/O+74dgV5FDEFNycZ6WQBzuaWksqH/E+HeFYQRFwt+bYjFHFaHTeBuYEmlqRE4SQbsiz65PMpPZF7MeMC8W9M6uyNjxxSqHDkmSmzB74FP78c+SYyFqyPPkY//n1dT598jH84quc38sce/j7CNM16pP3s/3l30VLRecz9sRpdnpNNTmO7PegXicrQ/v2azRn7mf5wv8kt3Pk+nGyqSBFUr9Arp0i7X2VtZP3cjlO2Tz9BOJkT3zjeZZRgYfJ/Y9w0VVkAlpJprVFDj4bMSWaWhMzWC3wpowAtX0R4Z2LKK1pTCn0hFTarDemNTGVVnCjNFpJKqtHjh0x4g4xatmjWnbheqIrRQFlBNlDjqWoUFmNnigaFFILZIK2FyAFRmV6n6gqjc4BJwValsfgBWtTw3IRWbhIyrA1MSirEBmq2tB3JenQKkkS772WrSuDlGLUsiNGvANuWvD4u3/37/ILv/ALAPytv/W3blrl+8f/+B+/P0f2EcBsYmmdJ8bSMtes1SUrOhTDndX8Yxza/dQg9lbV0au4+u/amOJTIQQmZ7wv8X61VZAztTHA0A4YB1OjENFDbKPRCkEuBkbDOelcZNlFFst2iDA0+KgQKWHI5Fyq612fEDLjPeQcCCFxZbvjre0l1ggEblhIBF3vaV3ipOnZeelphJCcPl6xePkPWWY4t3WStH6Kty8vCSHx0LnHeNYdZ3Oz5hFzke7150ghUu9GZic22Z4bNqY1qZ4Ss6CPClspjEmc29jn1a89h0awEIKNBz/Fy90ak7VI0oFAgj4zmyqsVEipEElgUaQkBoPUyOZaResyda2oraY2mpTK+M3hCLaUyvlpKoMQgc5BpixWVkoSZRZxVf1GlPNc5horoFwgKSmGNs5SoS6mTRklUzEx5MY59LeL1ePWJ5bOX51rXGsMRo2LxIiPBw7zbF3VqEG8vVuOhdUIQ0RJScz+pjy7emSZWy7twyUit7Rgl9eUt+TYSgoC6YBnXYiQy8WAC/7GPJsj+3PFpFFIpQje0fnI+tTw+OQyV57/Y0JISCNRD34Hi3Pfg4o9nah4aWkIOfPftk9w7u4/jU0db6mK7GDTBs7+6b/C/nJJc/JRXnvua4QQWbM1Jx//QS6YTY5/z1+kff4P6OZzJo/8Sfz2edzOFUKG6tT9MDnOlSt7VI/+IC4k7Jkn+MMrpYPj3H2nmemA1xMuM0ErVVKwAmTEAc+uOm2sllht6VzALeOBgaEx5QJHaXnQWq2H9m8py7kxI8eOGPGe4NtdyzqfabuAC5kQUklHyQnvIy5m1mYGkzI+JzIJGQWTmaXvAxNriDEBmX0Fd08bfCpdI95FpkbRNJFJ6yGVbo1j04aUEmtNzX7VI2Vm3o5aduTZER8mblrwuOeeew7+fe7cuQ/kYD5qcD5CHtquhoqnUpIkKUOFA+xKGKtirgSHW/84IJEVpo0lpEhtK2LOVIPZm9X6aCtYpXEhoJJgVpfFY7XrqLUgDsbzISYu7Cx4+0pHqb4H1ieeE5s1KUmgGA5Zq0lElktPSInF0rG/LItgkqXFcH8/ENIek9qihUKJFhciW6c2Wbz8v0kxMZ1NSDtvsbh0gbVzn+byxcssXnmW+x/5fmIK+Jeew0rIRpGkIL79Evc89r1IIr7ZICxbsiyxX8dmmri3zXRoA88Z0ttf47H7PsfL2wrdKCqh6ephvl9IYg5YI7l7PVDTEc2UvViRRNnVbawhkwkhIJUeDJPSgTN0U8mD904ridWptHmyqmZHrL5q0pShmO6FUukv57co+pBKZnvZ5Tg08zq81uqz8G6QcznX08aU9vhhkWisue3Z9REjPuq4lmdjHHaIvgmOhfK98TFitLwpz1ojh12xhJYCafVB67dSV+P3bsSxG9PAic2anCUhFULRqkQLWpWZt57Oxet5VsCVbQcmsx5r1ifQ+zJrvqV7Fi89fSBkY0jsPP8Vuvu/l28sJgQXUNazYSraFDi/tMRg6GMg58Qnz0xoly05KS6nY8hPnEB1C/b1hK9vK+5eT+y8/lU2jz3ERDvm7RKmZ6nv+25qIVief5X97QW7y0TcuwxCUK33JCoQcMnX7CuFjWWnMaWIT2XnL6VEP2wjK3V0l690gGg6H8lZHlw2aSUGHxPJpFYjx44Y8T7gW1nLrng2Rsj5zrXstLZURhOGFBGXEqEP9LGMxYQcmS9CKdZUmuhgOlGEmJgoRV0bYixjKDEmVBQoiklqLTW1EgStaIwmhMTUaqYzCwmUVVQLQR/iTbUsQhBlLmksahiFHLXsiBHvOW5a8PjJn/zJg3//jb/xNz6Qg/ko4droLSiRgVoKMqUSqmQ+aMdazb9dW/2MN0i7KS2EpaqqKOZsV52wJZAR3S6pnWPshKjXr3uOw0+7v3QDYUtSLr/bXQS2NkuWdu9jeS0lkFniQqZzid1Fy8J79juPzxKlJNvzDr0P68cqNmRDP2lKW1vyw+wdSDIuC1KMVLnkrecUMH7JyalAHF9D6oq93T0WKXHu3nN0L32JRRs4dvYstprzppPkLJjc8zBvv/JKqTILgVQCayVKdOhqRhcSaLBREogICVOleUBdoH/hOYIsRH/3ucfZFvfSAYulQ0hJU2tUjMy7nkqvdhsiSphhzrAYJ0kpqeTVOVUBBz4CKxMno9RgbOiH+VYBrCri4rq4rsOfnFsR+o1nHa8+Tg4GZKBgKIRrdf3nbMSIb0VcH3FY+EQd7DS+O44FDr6bN+fZ8tiUrn7nOfT/VecHXM+xUgh2l55jG1VJaHGppJBogZWSnBLLLtyQZ7WSLJeOlKDdCBCn1JUiRRBhQYgBIYrYLLt6kSb15Fg4Cy+Yy8DSBTZ0ccc3QvDkbI/je6+zfPkppIDNY2fo7vkMT823SuKMFExER0yeve1tfKWp+n267Qu0ucILg5zP2YsNQpYdwZwFnZgQAzD4lciscSENsZMSYzJt70gkKq2LIayAxoqD87ji2Um14s1ITCUmU63OrdLvC8euzvONeHbk2BEfd3y4WrY8LsTy/bvRd+pWWvYwz1bG0C4DUnDHWvaYmVFX5UI7hoRLEWEkoc8En4ekGEMIheOWbWmG6GLGGIO2ki5EshAsU48PYKRgYjU+C6JPhFj0qTaKSgp0pVmbWi7Glui5oZa1qOIll0sMrFKZGCLSKhJi1LIjRryHuG07XOccL7/8Mtvb2wfVP4DPfe5z78uBfdi4tpJ5ID5XM8orQT5UP1dOxNfiWsfsRefxPoBQaMVg4FRysidWE1KiuvICi1efRVHa45r7Hqc/9okDZ2MlS0zfqrIbY0BrSChSzIRcMtGNymytNyBacsw02rBsS7TsYr8lyoTIcHaz5srcsVj2GKvZXKvIHnZCx6s7DY+fewwZrjBdX0NET7V+jOWyQ2lBkqpEulrLKdvSvfgsYvtVpBCcfvBTODll9+X/hTl+FlRgu1eYzQc5duweLscZbwsJ6SWEoohsIRCmYjapeDDOSdMJF53GuUQbAAT3bkTC1792EKWVUmbx6nM0j53AqYbeRWZWURuN1cV9PMp00CLtYypRWENHSSl+r0R4LvOcssypVlYNRnrDzKFWgxlXYf6VaCgXaWUuNaV8sIN5s88FlF2Wo27WR2ckV58dtEKtdp2loKlGF+sRHw8c5tkVx0L5HmV4VxwLRdDHmA749UY8m2ImpGJKGmJCyVQ6NN6BY8l5OG6BkZnZxNDriOwzxmiUkOzstzfl2WXbg5ScWLf0ES7vtZw+3jCbKIJqSFkQQsRYWcJXEPSqQhtYLBNaKqLLrNUGkQtn3DeBjcUlulefoTCSIO1dwL79DA/f8/08v62KMbOdoZQi50RGsMuM5sQUdfZRdkODnZ5BvP4sKSes0dh7HueNWCF1RAnFwiWqqvhthBTZmBqUVKQcIZWISSUlKWVcSINJqbiOZ9EKO4wNrc7r+8GxcGueHTl2xMcdH6aWXXGsUcUUfpUAcjtalpyJEbTkiJbtQ8QqRdeH29KyqYe93IHQSCVpakVsM/O5Y1Jp6rqkaimZqIxmOXCLzBKhMq1zbFU1s8YwMZJFSBiRQZbijlICYQQuaFIuhpxyGPVLKIigUGxNyvOlmA+07GqjT2tJZVUZg4ywcIU7Ry07YsR7h9v6tP3BH/wBf/Nv/k2cc8znc2azGYvFgjNnznxs01xWlcwrez0u9GhlmDVm2HFLwxe4VJpvVA0/jJVr8fZ+y7wN7M475guHB3QGUykmVqOV4Ljp2X72jzBSYkzZDdx76SmaJ0/Qrzo9lKSpLC6vSK1Cq3Yw/iwVd63AaMP+0lEZAyYTU+Sty/u8+vaC+bKnD5GNiSKTOb5m2NGJ9XWLyoqUwNTFyfuivIczWwad58xffYbdSxfZOHGCsHE3b13aRxrFmUef5O2vP4VMghObp4h7l+hef4atT34f+xsnOL9QhCwRIaK7S+jp/VzoGyotOPfQk3SvP1fmuKuK46dP8cbT/4MYI1orPvHgk1xcv4cQM30IzMQ2nSp55VmsqthQ09PpGbVW1FZRmUK0vS8O3kpKXMooGUlJH8ytalXa2suuQipZ7Ieq1EperV5bI0tbpE8HC/ZqccmDIRSU+fMbVbpXuNGuy41mJK86Xt/6+UaM+FbEYZ7tXItShlljh5lvdcccmzPszFuWfWR7r70pzyohcCHQVBWTRjP44zGpVOnwuAXHKgl9iJgMxhgWS0/OUFtbRF3OXNy+Oc/udYmmseQgaRRIrWhqybFZw0bVs/XJx1lcvszO5W1ICXvuMV7xDd97t0Mdb4m15amLFh9zaZ9eNzw47VmbbSKOfS8xeNrdbRbn30AmhxU9G9UGWWd2g+Luc4/Tv/4cKZdkhnTvE7zYHaOuFN3aGuufOoXyLVHVXOo0MsC01uQMU6nQSjCpFEoarBFoKXC+FCxSzDgKx2pVRPiqnfqdePa95tjVc74Tz44cO+LjjA9Ly17LsbU19D5glLya6HILnk0pEWWJ7T6sZZUs/HG7WlYIsEqx1mi0slgDTaWotSLkRC10MfQkk0TGJokyEoNCQNGSlWJDSZYuERaOpEohxmoDZKzU1BqQmSQzSpSxPogkMkJktJVMKovW4iBiNoVErzONFSU1xZc0rspIjFajlh0x4j3EbRU8fvmXf5kvfOEL/PiP/zif/exn+dKXvsQ//+f/nKZp3u/j+9CgpOSNC1e4uOMASLllbaK57/QGqyYvOZgF3aj179rWLhcibZ/ofeDt7ZbLOy2L3qOlZGNi2VivSpGh2SO0vszjBcmkNqVi7JeYevOgRc2FgJSSmBPH1iydq9mZe3pXIrQ21ixamWFWM2G14tJuxxsX51zZ74gh0jlPjIbTx2qUVjQhoDJIlUBIrFWszwz3bnh2XnwOITSTBz5L5R3B1ISTD0O9oA2WN/daUu85MZUgLc2pe4kxEqcnuOzfwCVPJKMR+JTZj4or3RKJhPosZz5xHBmXTGcVF5/7nweGUzEm9l54mq1PHWdpZ8zQmDQjaoUQGZEzSQ7vcz1FhrJbkLKgd4mUivnq+rQ6eM6yz3CUoK+ewxuT8LXn+HAbphmq1nqYlbwdIr/ZLOSNbh8XhhEfVxzm2ZQzzi85tma5/+wmaUgPuF2OVVLSOk/bJ9re35JnhQSBoDKJSVtc67UssxhWF0EeU0INnQzrU8PprZq9eSCu4lcnGq0M3sfS9ShAScWlvSWvXVxyZd4S/fU8W8eAEqAnJQbRWsGxtYqHzNssXn6W3Vx29x77zifxKLqkuY9tLn7p/0uMgbWzd/Fn7nqI18U9ZOCseotZ7PDnnyX1PWK6zmw2YfLkd7PsQajA4ydajjeJhiU5JsTpP8FyuUToKefnmWOxZz9VTK2klxOomrJjqCOkiAYiQB5873ImU8xKY/bM+0ClNcYoSImUBLXN17VA34pn32uOhdvn2ZFjR3xc8WFp2cMcO+s0JzbKBpoYRmbeSct6L8g5H/DsSssiJJfvRMsiqRpFMzGsVQohBTYaJlWkdwktEl1IdD6ynHtCBh8cZloz0ab4ygVBG6FtPV2ORBJN0gTn6H0sUbIIZtrSmJLYpWICH0sxIQligHn0HF/T1I1lhqbreoSIKC0hZYISaFGMRFedLxmJ85kQOlqfhiSrUcuOGHGnuK2CxyuvvMKP/diPHbntr//1v84P//AP89f+2l97Xw7sw8bFvZbdRcSo0lpNhr2FY3fRszEt7sY3Gme7WWtXMTzK9H3P7n5fjPL6hLCZS3sta5Vlp/P0kxqRy4W+A0wIKK0R1fSALEqWtSAPVXEpBWe21qlNj48eIUpVeNH64rKPJIjM7n7P/jyUtjUp8AG60DOtFNZmYpKcv9KVKEZtaOrA1Cp81SNCAhy7l6/gQ6KPO2zMzjBfeoJWSFVxl+3pL7xNFNAJgd48zWtXNPrE/fjXny2Z3kZj736UFy4GOu/IMbGt93lp35J84pPHriC2WxK5RESKshi7y1d4OwiygEopzp55FP/Gc0NrpIS7HuHNPYM2EEIkxEwikYf2TSElTaXRUlJX8pbO0Dda5K+97doWeqPVbUd2wc1nIUcDpxHfTjjMsylDiILdhT/g2Tvh2PK72+PZtWmJUpTAIicmRiKbCi31we5j7yIhXt292lqfMqkTMXiE1Fgj2F843GDkJ0RGq8zevGM+9+R8Y54NSXJ5uy2FbBQbE8PamY7ly8+QUkIZSzOtWXz5/6ZfLsuO4NYZtu49R/Qdixe/QnjtaU6efRCxeRcKT7d3Hl01yKbEDablLlob1mczpvkKVbyEWEiWb72ICD3dlfNM732c5f4up0+d42uv7rJ+9kFei6cgK6SRyJxJMLgL5iK6U2JL1Kgaku9JQI6JBHR9JAGTyqBV2SV8p+6Lw5z6XnNsOSd3dvuIER83fFha9gjHAtOqw1o7dIfdnpY12h7hWZ0FUiT2F+62tWxlSlG6loKcBY0phqpCABLe3lnQx4xbRqQp44TEzPn9faqpogy8SBCJrndYLYgIUmXofcYaybIta8WVlKgbQ0YgRcbYmkCiXXi0LKMru3PLrK7JopQkli5Q29JNgoA2ZmapGKimlEjZE1Ikp5Iwk7NgNrGjlh0x4g5xWwWPtbU15vM56+vrnDx5khdeeIHNzU2Wy+X7fXwfGvxgNy9kqUSnVOKZcvIY3RxUp4/OoN+8tWul+0IqF+irXHKtND4m/JBjfqE1PHDf4/hvfA3IZCFp7nsCr9dRw3HEYcZu9VppiPpbm1oEBiklrYsIEQ5aFQWZs5OAOdWzmyxPvwmVKe3bTgpsFtRTRUwGqaBRGmkku0tPu1VTJYa5b0hScXqjYfHiHxJ3irA/+x2fQm2eJl05T04ZKRX1xgmu7PV87e2KR058FxPt6ETDa9uCrutIAgSJTGb38hIlDdsTzdRHgvcIIfGpmEDtBMlb23O0KW/koj7OyXv/JGvC4UzD+dZC8mzoRJbQuUDKAq0EQhQDLDIovcqbDwihrxPkN1rkV+fx8G2HW+jfTXvejRaad5pFHzHi44YjPJtKJ1rOiRQ9Vjd3xLFKytvmWbEydRPDLlkus8qreMQVzx5+rZQy01pjjSHG4pYvpUSK4nqqtSAOu2WZjBRlBv1GPNsGDRE2JhZtFG45x/ni2L+xPiO89SzxynmwU2RMLF/5Cuvf+X8yf/NrxSB6doxw5U2qZg2jIu35F1FnHyILqO/6BMu3Xsa/9jT25H3UJ+7Bb18gLHZIrkfZmvr0/cyf+iKiXscHx2MPPMYbl95mc+MYL1x2Q4u0oLGqjKUISRIRLSQ+BgAW7WDSJ4cxIFFGfaa1OYia7H244U7htTwbY0Cpq/d5Lzi2PM/IsyO+vfFhadmjHAsrt4hrOfadtOxhnpWyjNCRQYoyKnIzjj2iZbVidxmK4Wcu/OVTpusjnctIIfAp0u0nEhEo43nLoJBKMlGCvWWPkhmVAqpSxGWPnta0+x5EIomIIbG726OlxiOoTKR3Hik1y5gxRpJyYL8NB1p2ajS7y8B6ZYiCMgrkA5MKkLDs/IGWlUqRMuSUUXbUsiNG3Aluq+DxZ/7Mn+GLX/wif/7P/3n+4l/8i/zYj/0YWmv+7J/9s+/38X1oMJUB2kO3lBm/ylYHX+RC2FdJ4latXZPKMDeeqa2oTAcoJrXBKI1SkYmWZKFQSvENdRd3P3YKmztmm5t4u44dstAzK0O/ErFVnKzLIlIZRe8TOQRiHAR3zqSYWFu+Rnztq9idJbM+8n1nHuW/nZ8hNDRSknImtNC6TMoRNZE0RmOF4EJnePT+J+hff5YQAuubG7hLr3J5aXCxzP+1L/4RbNxFvvs7mVjBZGOT5d4u9049f+wyv/P1jtlEIOKC6UThXUALTRKw25UFyOpEzJnvPvkJ/GtPo01ECIm961GevhDpY0L5MmvYh8iFFma6YmIVQiSM0GzveVwohnmzxmAbTQiRqCFlSQyCPuXB7FSQs8cadTBnfu0i70MkD0kPK3wzeeSH8V4I+hEjvpVxlGcLxwohqasKKeUdcSzcPs/WVpOBxiisVUwmFXWlkPKqSJeyFDXCUMXQSqJzJkQIIREGjg2xFIKlkGgZObHZcGyjwV9Z0PWlBbtu1FWeXUC7LKYhjU2lgCJrkAqjQOaASL6MjQhJQCBSguAhheH4ICKxszW6F/6Q6swDdK8/i1Ca9pWn2PiTfw6/WAfX0b7yVfT6CczmadCW7s0XUcEhlKE+dR/7r3wVf+FV6skp7lpf53nOcGlvSd1Y9p1jzWqMkGhTvJ26ZaZrO8JgPLg+FRgyMQtUgBgzIUZaNzRb59KyPqn1QSfH0UJSwg8necWz7xXHwsizI7698WFp2Ws5dq2uMPYqx96ulk1DcSPljA8Jl+HYumFjc4K/sqC/Ecce1rJTyUQaDIAspqpKQugDzgdyAhcD876kGXofcS5Ta8GsFkBJdUne41As+sxaiuQQsT5TqUzyxbPj5XlgXSlQjrpS7Ow5jMw0awlSpu8lWhp6mY9oWaHKcMrEGpKA5AXb+57gM62PR7RsMdlWxJBGLTtixB3gtgoef+fv/J2Df//Vv/pX+Y7v+A4WiwU/+IM/+L4dGMD+/j6/9Eu/xO///u/zxS9+8X19rWtxcr1hPm+5vFeq41IKTq5Zjq0V35JCHiATuFRivZS6cQ/XigCObzTUtcKlxKW9HpErXIStmWVjrSbFhE8ZCXRSYSdb0FSl2CGG5xlSSXxI9C4QYlmsaquYt5nGajoX6X3AhYiRmibvs3ztaYwsr7UQEXf5Rb7vkT/Fa3NF13u6LhBIIIvPhpJgDdx/IrOldvH1FvrR7ycu9skq8Pbrb+FjKs7OKRGRVNnxxoVdHrhrjSt//P+QU4LNC3zfmcf4z53h8nbk2Lpge1EiCWOI1La0sg/7q7xxqSX6mnN3fZapdMyT5cU3oHNLmqlhrdK0LpGEo+0SG1OLMoLN9YYQOiaVYtEGlJGERanSKy0wRhJCHDpeDF3vafviEWB8MXkyQ0LDYWRWOeXX3H4TQXCnGBeGEd/OOMyzUgo0sD4tPHunHAt3zrNSKmaNZGNSY8IeerlENWukeoO9haPrPSGCEmDYI+zPEfU6ud5gv+1Yth6pim+Fjw4lDNNmwiN3T5kqy960JQuJqeRVnhUJCRhTiip1DUJLzjzwEN1bzyOUJkuDnUzx0lCdvIvqzD2YzROI81NgD7V+kitvvc00JsyJu2lf+TJyNcudAt03nseefZDY7RHmV8A7sgB7+gGaux7CXXiN6vT9tK8/AymSsiAHz87LX+PUyWPs7mX2tltyzlzOgmmlQWUm1pJyorGakDOV1qTgaKzCVCVpIIvSpt57T+8TRkmgtHxPa3NwwbPCikqv5dn3imNXn4sRI74d8WFrWSkV6xPFtLHlu38HWjalzKJzdL5o2T44yKUw8PDZKWs349jDWlYAJESlERFELqlcMeRSXMilAFsbQfIRqwU5CTyZeRcQOZJjplaw54rnxcXLmckUpmSuzAPOl17lmZHs9ImtNcWlXcexiaLtI2GvjKMYbVi08ba07KxWLPsIQhBSJsZS3JACQorEJEYtO2LEHeC2Ch6/+Iu/yM/+7M8e/PyZz3wGgH/4D//hkWLIrfArv/Ir/Of//J/5xje+wX/8j/+RRx55BICXX36Zn/mZn2FnZ4fNzU1+5Vd+hfvvvx8oozS//Mu/zI//+I/fwZ/0zcGFQEol9eOBu7aYzVp87zGVKQtH5+hdIGXJrL769sVUFgk1RHytcDVyr7TjTWvD4+dOsL3oSSHCYPSUh3zszgeciyAkemj1cyEWZ2pZ4qRciJQ2bOh8GHbUMj5GXB2RlJ24RRvJBGo5p+s8KRfCXBkizarAbpiiVEYYQRMjGzMJISOF5DvWrtC9+DVaJRHWUt/3GN/oT7JhO7ICEYupH1Kx3Qnueeh+zoo3WL7yR5AT1eZJvrH07G0/xafu+ZM886Zgd8hRrypYrxX7PmA05ASti0wsXJg7fJBcXGQ2bE+XMxOlSD6ymzO+CxhddkMTEYVkd2+JrhX0ILRg2fa02dMFx+akYtZoELKYbfUdUgqUkhijEKtQcARa5qsO4gxLww2GEcf5xBEj3j1uxbONVSx79644NucipNcnFY+fq96RZ0PMVEairrxA+9ozKClKdOG9jyPXHijPJ2A6f5n5K89ATlijmJ57gmzvpe0TMYVhZxL2U2B9Gjk7hbVjS7oty66v2bSe5BbMqXhtJ7ExkfQu0FjJ481lePkFLtYNG1snMRsnqTY2aZ//EtOqon35jxBbZ+h9ZvrIZ1k0r/O1ncS5hz+Fnm2h6gre+Bo5R4S2iJRJQmLWTxD3r1Df8xiLZ/4buZvTv/k865/9f1Pd8whx/zIWgdi5xHyxRB7b5OIlj9lasrtUKFk6OKyVCCLLPkFKCKPIXUYahe8ccwFNlJwyE4QA5zJtdvgQqLRiOqnQsvy9Ukqa6qgwXlHptQJ95NgRI949vtW1bGwSWilCvKplBZllG8k4JrWiqTJaFaPSlMUNtayPkHPA9YKlCFin6GPxIdFCoEwipkhlSzrXvvNYW0a4l21EyszUACKzbAPSwExpHIG39gLTQcvOQ2C/T0waQeeLlt3rI8fqlZYVdMnfvpbtQEiB976YpQbHtLYYU6GkGrXsiBF3iNsqePyH//AfjhQ8VvjN3/zN2y54/PAP/zA/9mM/xl/+y3/5yO0///M/z1/6S3+Jz3/+8/zGb/wGP/dzP8e//tf/+rae873GfOlKa+0ApxIn1xugVMK391o6n4gpEUIgxsDGtD64f4l6ur6169pZOmQenvd6zJSFuixWvUus9r9KXrYkk4dYLobZ6NJKTY5IIVm0hWid9/S9x4fEcmrxvrT3LdpYWgWFQDjB0vWIBOemAdm3LLE8czny5BnF/NXnOX16C0sAY9l+5VnEqYqvvAFPnn6c/pWnEDlhtGZy3+P89usVnzt7D1x+k6Q1r+yXdnCVE5vKMe8S2kLyEisyV+aeREkqWKsEUUoYTFd7FGs1oASpizgpqSTorEAlln3GVoJ+4ZnWBiVkMXqVPSmWXQshBDElGq2RIiMFdCEicqYPCa0ERinytKKmVM6NOvqVMEM01zifOGLEe4Nb8ez2Xsv+wn/THKukwBp1S56NNtH2EdXv0L72TGHXDDkllq89Q/XYSZp6inY7LF97Fknp+c4ps/vSM0we2eTNXg7eG5IhoIS74je49MJTLFuHUoInHnmQN195E79skTnzibse579uT1h2nidPw+7zz1BZgTWa3nv0pdcIa8fJ93036ZU/RJ16kCgknct84/mX4P4/xamti1x+43kuX9rhrmnC3v8pdr7xOilFNu5+EDNdZ/n1/0VcbNNuv01z3xN0b70AQhL3rxAvvUnYu0ScX8He8zhyHnnmwrArK6YIWXZVQx+ZTQX7yTExml2fWJ8odr2jshrvivmfnNlhtCfjYzl3LmR6l+hdZNpUTBqD8wGjzBCfuEqIKO/d4VbrkWNHjHj3+Fho2S7S1BBDoO8DLpRxvnkbSSJxaTuwuwzElJhYqKsa7xJ972m7SIhF606GMQ9tAzFEYo54n9ne65AIWp/wKaEFVEbTKI1Pic6XIkFVS+YuQhbUMmKNYHsR0DqXzrecuLLwuAhWl/GSWkuS/ya1rOhBCvo+IuFAy2pZxl/cqGVHjLgj3LLg8eu//usAxBgP/r3C66+/zubm5m2/0Kor5DAuX77MM888w7/6V/8KgD/35/4cv/ALv8CVK1fY2tq67ed+L+BCOLJAAPiYcCFgtaZ1ns4PbvzD77s+YU2ksao4TA/OzysCaZ3HeU/KCasUGdhrPSkmJo1ha1YfqcJbrQ8WmPJfmW0MsRCUkpFqeK0QEm3f0baBpfcIQAuF1IpLez0xwvbcIRG8lhX33fMo2y99legiUivqux/lj9+KCNPzXZu77L30FH3vIQk+d/8TBDnj7hMN/at/RJ9Lysnx+55gkXoWnea/LiZ84q7vYdM6vJnwtUuZzkdeX1TUvcEvEkpJrBEEpeh0w8k1R9cFvE2oDCFBbaHRokR35czG1ozOZ4JLKFVW2tqsTLEUmkzQihzTEBeWcTExNatZ1PKzAKyV1JVFIIqZVogIMq0LQ4ugQNXFIMqaYgaltTiYYb2Vs/WIESPuHLfi2ZjyHXMswLxzdH0AAbXRCArPigxVpdmYVDfkWR8SPgREPyenTKQkrUhZihqpm9MJS7XYwXlHSpksBEYKMoKw2GN7vyGkjFECqSX31J7Lz3+V3pX28TUd2fny/0Nz36fZny8JIbJ86as8ePefxE8lj28sabyhOXacaaNYXr6Av/QGSRqa+z/F5Z05x6aKtHsB08xQS8mpx5Y8+8zzzJcerQSLXnPPrEXd+ynU3nk6OYXtCxirEcpCCrSvPU197xMgFYsXv4xaP0Hse9R0i+78y6S7PkN4+23WH/wkT+9lrISgJNbCvI9YCV2OrE0MISSUEHRtoGkUUgiqShMTOOcRGlwsvhwSyTIWg74pJWI952EHWYmrnFrpkWNHjHgP8HHRstpqwjyw7CPb8x6JKIb03jN3jtAmhJaEkNh3iblrkUrSucii87RtKYTMUy5aNCWy1TjfEWLER9BS0A2pLJOpQhtBChKhCsdbJelCZlpZhMy0KqBE4rhQKC3wfXkfQ4LGFiPUSpQ/evOb1bI5E3zxejKVOtCyIWecDwgYteyIEXeAWxY8fuM3fgMA7/3Bv6G0np44cYJf+ZVf+aZe/K233uL06dOoIVZJKcWpU6d46623Dgoef//v/31eeuklfu7nfo6f+Imf4N57773t5z9+fHbb9z12bI164q+7vakMk1qzN3dI0x/c7kMixsT6xGKtAiEGZ3tQSrK/dMgMWibaPhAQzDvPsotICdInLu53nB6OMcViMDqdWJSSOBdQPrEmS9TiCpWW7C4cQkYuXw689vY+ORWTJyUdtbVszCpijkglitFnlnytO8nx+78PFZYkM+OrlyMdnkdmmf2XnibG4qEtcqb7xnN84nu+n/3/9gwiJ5BFpLavP8PWdz2JuphJIfG1SzCbTZgYi6kydSV4q498x8OfZP+lZ9Ayo5Vmdv8TfHVvgxPHe2JO9H3Ep0QyntnEUGuFlGURWJ/UZCKXdjuQgpRK9VorxcQaQsj0KeCqoSovBZVWrE0sRmtSjCxdiWBbnzVURtLUmvXNio1pQwwZlxLOlbnVxmqqWrE5qdlYr5nWBqPHReBanDy59mEfwohD+Cidj/eKZ0NId8SxlVFc2m1LZHaEGBNx4NmujzSVJoeMuwnPxjjEZNtjMLEHw8xaipJoMFvn0vmOaa5ZtpEUE1ZLolYIITD1Glpnus4TQmTdWnTu8BmMUcSYMdIXDouBGIoxnwI+tTHn5aef4fjaaazpyee/wvLKeZSxTM89Sbu/T9i5wKkTa3Tf+DqCjAiWzaYiL65wrIHeqxI1KSVvdg0PnH6ILkvMtMa98DL+0g6TM+egmoLvQAhkPQEy0XW4nYsIpbGn76c6fhqtH+H1rsJWiQ1pqH0g5oxzCW3KLuzmpC5XNCkRUmZWW7Qpkd/r64ZZo6m1ASUJPhVhriTrk+IZsLFeY7Usbdwjzx7BR+k7PeKjdT6+HbXstK45fqzGpHIcnfdUUkMWiCxRVmKVJuMIEaIDCMV8lVJYUEaAkOSYi08REikkaUjWklJitQIFptJMjIU6oxDsB0/wEfrEpFZYpTi5ISApfPIYq+g7z8JFknZYI7FaUFmFVZqN6TerZRNdSCiRj2jZjQ3DxmwCg+fKqGXvDB+l7/WID/Z83LLg8W/+zb8B4J/8k3/CT//0T38gB3Qtfv7nf56f//mff1ePvXx5TrrGqfhGOHlyje3tfRZtuO5300azGKriO/vuyO9SSuQYMVIcmZVrXaTtHFJKQowsu0jXO7o+ooa2soUucVt957BaDbuNmUmtS+U7JpbDrqWWoqSuDDuLMUQWvefidsti4ZBSEJykj5GNJiNSJpJwXWTeOmJlyCLz1I4jec20jiw7T+8Cet2TUigGTilBFuQU6eZ76LUt4v4l8mApatZOcGXRk2OZORRSUCmBEKXSPpEGEeH5/hSnH9yg0o6kJ7zqKmZN5sRsRhsjvQssvGet0hglscYiDWgEE2uoJg0TY3GxOEw1tqTXhJAJORODJuVI9AlpdNlh1BqlJVpq6j4QM4ic0EJiB/Oq4FN579qAkECGIEG2mU72iJTozPURit/uOHlyjYsX9z/swxgx4P06H+924XmveDamfNscCxBzYn/hDzgWOMKzXVWWt7YPN+RZrQSdC3gPx7Yewr3xLII8eHg8wRs7sL3bcyEI7rnrUeYvP00IiWklMPc+whtXJH3XM18UIz2JpD9ekXIix0zOGZ8USkgcikwxyju1plheucRWk/DtHnLnbVQKaAmpm9N/4+vY+z6Fe+tlJo98F/2bLyBtjY+Z6u4HiCFQyzJ/XkS2RCqFE4b9vX2kMViRyb5nef5VmpP34fcuozZOgZDI6QZ+50pZT3LZdV2Yk/SqYlYnrM5Ek0loyNA5h7EGKQTTWpMy1JWl68r8PSIjSYiYqETZsZwvBoNEBSIkfBfoTOFYADvy7BGMHPvRwseVY7+VtKxvMlYmXMr0XWDeenqdEDLTO0cOAlNDdEVT5mLBgesiPpQRFAGkEBBSIKQgU0ZdRMooika8qZZVEIxG42jqUhhpKoPKUOuKkDOtMUy8Z2IkUgi0kJiJphLyPdCy4ELxmVppWcUQFBDzqGXfBUae/Wjhg+bZ2/Lw+Omf/mm2t7f54he/yKVLl/jCF77A22+/Tc6ZM2fOvOuDOnv2LG+//TYxRpRSxBi5cOECZ8+efdfP+W5htcapdKQV0CiJ1eUtaqyhM+GgFRBgUmlmtcGHo+2DMcYD53kxRO35GIk5oVBDK295TO99yUQf7p9SYr6MpAydK21r1khqaxBksgCBIrcdOWes1kO2OVRCoqQgD69ptMRYRc6JSWWpNmf0MSBTMaLrvaJZmxKVQRCJsUSESakIdp2dOOP4iSkqB1CW3aDATji2LkiA1pL1umSd18aglSJR0bnI0muiXEcAjYHJeqlah1jmKHeXER8SkoyxkvVpRW0NPniqumGtbtFa4X2Jvc0io1Vxnw4xsr8s4zcMueVClhnF2USTc2beBkDS1JKtWcXatC7jLl4C4sDA1RqNVlBpNc4zjhjxPuOdePZ2ORZKNCxc5diY8gHPWqVLdGu8Oc8uXWLpSht2NHdz7NET2NRiJmt0cg1/aQ8hwKfEC/4UJx/apEkdYrbO64vSsq112XUrO4iJHV/z8Ce+g/2Xn8KnTI/i7k//EOdff5PTM4UkcfyhJ/jacy+xqTIyOLr9PTbuupfglwhpiM6Re4ewNeLYXTSPfx+x75BAe/kCImpmj3wXG197Fi0y1hiac48Rqg0mdYVftmw88Gn6Z/8ryXU411M/9Bk6oZje9QBVjPjd/46UEn3iHvQjn+MNscXmLAIJY8pu5u68w/lEiBVGS7QuO5jTiT1ojXeDh0ddKTYmFWvTihAi4IgpU1mNlFAZSTVcII08O2LE+4ePi5a1WiGtILXpQMsODMKZjRkuxyNattKG3XmPnCiMi2SREEi2GoUQiqZRiJSxVUl/KYklJdL2VlrWrVkqrRCyJLxMmqJlyeVv2547+mlDCIFKCzY2aiZV9Z5p2UVXtGxlJZtTy+ZaM2rZESPeBW6r4PGlL32Jn/qpn+KTn/wk//t//2++8IUv8Oqrr/Iv/+W/5Nd+7dfe9YsfP36cxx9/nN/6rd/i85//PL/1W7/F448//oH7d6wwm9jr5hAP49jgbB1CEbqti5y/vA9ScWxqWQU+ZTLOJ6RMSFEMhCaVQRDQusRFCYAYUYOx0GqWssR05UKuFG+LlMqzKq0QIhNjwhiDlQrwKC1QSGIWVENlWAhJFiUSsNaKymjqSjOtphhdZviWbaLrBacf/Q6Wrz1DSiX6a+3cJ7mgj3PXk9/N8tVnCSkisuTYQ0+w3WzxyGzY0ROlPU+psjvbVIaYEvudozGymCjlhNIGYyQpFduqGAJbGxEy5FyKXRtrU2qr6Fzg+OaE7f0JSmacizgfySIjUNSVhpxZ9g7vI1JKpBRUSmErQ1MpIOOGjhWjJZPKEGMmpnzQSh0z1MOso1GlDXFcIEaMeP9xK569XY6NOREShFg6O4QALUtbryQN3+XVbmW6Ic/2IUNmEKGS3ThlWq8zMQZy4Vgle4yQtDHw6o7CqjVO2YqQA5VSuFheS6nCvUJJ5usPcOp77yK3+zhZcb6tuOvRLbq3XyKgmL/1Kg/dtYZfKCpdTOzCYh853SReeRtha5TWqLMPs7hyCcyE/vwr5BhRUjF98JO8xH0c/xNnqVJPMg293qCuFJNPfJL5q8/SecnkyR9E2QofIsvFAnnXo+xuPML0iVNs3f8dyJzw05PM1Qm2Wsd6usrpk9qytVax6Bw5gTIKqwR1XbPWaDLlgqH35aKhMgpB4U+r1bAjnDBaDYaEpQA/zo2PGPH+4+OgZY2SGFF8NJaDlq2UJCNYmxk2Gn1Ey86XhacymUSiQtMoQ7MuERmcB2Imk9FaUtcSrUCJ/K60rBSl2LM+taSYyDmitWba1DSNxvs0atkRIz5CuK2Cxy/90i/xT//pP+Vzn/scn/3sZwH4zu/8Tr7yla/c9gv94i/+Iv/lv/wXLl26xF/5K3+Fzc1N/tN/+k/8vb/39/iZn/kZfvVXf5X19fVv2hfkm8W1C8NhOB9RQqKM5NW3ttldBJSS+BC5XEvuO73JcrB2ziT2FsVLQmvJxqxiUhv2lqGQrFTMGslabXAhD3F9w/BIiAigtrIULiimS40tFd8YPNPacnqrKaMrLiPJbE1qNmYWIRUuBqSkVIGFwOpByE5rttZqYoxc3m2ZuyXPdyc4fe5PUeUO1Uy5LCdszWrQD7Nx7Ay5nxPthF5OOV4VAR1icdKWSqCVoLIGowVdF0CUERiZBbqqqK1iUhsEJXoMNEbLEj8WhtlFq1GyzHafPD4jD/nstTGl3ZIya6qVRCtJU5myAA1iuojqqyQ/qY6eOyWvmjWVhYSPhHHTaCA14tsRN+PZO+HYSWVwIRaPCV1E6OZaXZKp+jCkfgiOr5sb8ywRoxVKlVlugSjRfkJgpGZzWrFsPVYFcs50LrIxM1TWMJuY0uXWC2wryZS0qtoW4+hcb6Emx1E+cFxsc+HLX6XrPWmIfDwdLtCcOofYf4vZQ58iLXZwV97CnDpHde6T9KJmsbvD2tl72H/t60we/gwyB/SpB7hS3Yte9MyZ0sk1tNLURpWd0zOPs7V1F7GbI6oJHkFu5xg7IZj1MlNvzuDqM9x9doMLF/fRIbGh5NViUsoIAcfWJ8wm1dCpIamMvo6jruXZFZ9ZY4GPBscePq6PwrGMGPFB4Ftdyx5br5hUliw6jglB5yRZQE5glbyhllUCfMhoWTo6NtYUx9cbamtYtJ7OldEaq0tRt5ipvjstG4bxvM216oiWLalTktqYUcuOGPERwm0VPL7xjW/wuc99Dii7YQDGGOKwu3Y7+Nmf/dkbRts+9NBD/Pt//+9v+3k+aKy+xCknVh2CV/Zbruz7YgwaBYnMfJnZXnRUSpMzVKu2uBSZ1mWBMFqw3gdSLG3Dq/SAro/FEVoXY6acy6JxdWazVLsBKqvQWtC5yLTZ4OSxGct2Sc6JpqqZNoZFH+j6QJowRHPFMuutFBszS201RhtiTHQuIgRciRqjJ1RRMLWykLYxYI4RqxlCKCbDBURdKUIs/16RNmQEZSZ+2SUYCNzkxLSelEVDSnIWzJc9mUxtLHVVnLqdL3nnWpWYssPZ4KuZUmWLEZUUEitASXNH5/KjRsLXR2lmrFG3eMSIER9PxFQirENISCnfkWOlELhQRvW0ilRKoIyhNqX1t3UR7+MteTZEBYgjcahSiCE9IDGbWB68pwj/vg/4GJECpFKsNZbWeZZtYDmJ+BCQUpSxjllVOh6EYFJrXOfojICsiDmjhGAuppw8eR/xzCPYSYUJjqa9RLu3y97+nJxb6nseY3f6AJPHT5P9AuoZC7XGYm+J84IUIxCoYmRaTw92VhdyjYWw9ItAZSyT6RohJqKLGJ2xpvzNh3n28Ny+lFzl2TucA/+ocSyMPDtiBHxratkE1LWk6zPOe+ZLh7GKtdreVMv6mDFaUmlRCtBSopXi2LrGBz8o1VKYECK/ay0bQ6btenwsI5TWlnEe52MZ0TFi1LIjRnyEcFsFj4ceeojf+73f4wd+4AcObvv93/99HnnkkfftwD4KOPwlDjGRc2kjcz7Q+0CIeWVYj1aZ2HvkzOB9BMrFu9R2EI1lpm5rVh95Dav1kQgvayqMDEOMWCSlku1thrm80s4GRpVCwbSGzdkmwEH1eENLKqvo+kgKkkmtEaJ0ejDMYWolmU4qTiZBUyna3hPjauREMG89zkesKrsAWoCUpUskk4lJUA1/V0yZziXaPjJvw8HFS4UgJuhDYlJLdhcd5y8v2Jm74b0UHN+oWZ/UB63nWoEPsbSJy3xdZrjVHw8SjSkdzbOn7KzGlD5yi9mIEe8nVjxbYgtTaf99B45NKQ1u/GW3rq7K2B4UEbkxObq03ZhnFYveM2zUYbWgtvqAYwGUkKw1FWtN2WZbcayAMqKBQglHQg2CWTM0eR/wLLMNpk2FUR4fIzlBQnAlrXHFVVinmNZTputnmawtsP0cUc/ozQwRoRNrKLNOTJn5nmPZRVJKQ/y2ILnEsvdMasuic7x9ec68i7R9QCnYmFrWJxVKlmJyTA5rNHLYiRt5dsSIjze+VbWsNaUbZGfuUCIjddm401q9ey0ri2fHN6tlL24vWfa35tlRy44cO+Kjg9sqePzMz/wMP/mTP8kP/dAP0XUdP/dzP8fv/M7v8Ku/+qvv9/F9aLj2SyyEKGI8JYRSB3niklIVDzGjjCGEiI+lDS7ljJIRWQ+zjeJGr1RwmBhW85dNKrPSRqmDxzpfjivnfHCRkMloWWYbQ0z4EMsCJTOBsqMoZfmPlOl96cyxWqI1GG3ofSZTXPeVknifWHahtM3VhsZmhMxMh2SVFBPzELBaElIi+ExIgUU7uPNLQcoJo4bxlVQSFfaXK3dwgfOJSzsdRlmmTfn7cx7iJVPCGvWxbZPLNzFcv9ntI0Z8HHGYZ1fdgzFlEPKWHBtTEY0hHeXY8jw3f71redZaiQ/Fu6IadqQOc+yK94W4yrE5Z+LAUxkQspjpSVG6I6Dw8gGqDab3P0548WlEygglaO59jLdCzXzhyTLQOUPrBVprJtWp0goe48B9ouxEpsTSObq+GA4qKZCKIuCVIqRU4iL7EgcL4H1me68nZ8nxjQaAEMtFzQojz44Y8fHFt6qWLeMmmRCu8mwtFT5GqnJQH5qWnS8DnbueZ8mSrYFnRy37wR7HiBHvhNsqeHz605/mN3/zN/nN3/xN/sJf+AucPXuWX//1X/+mElo+qliRUkzpyO1KCqIUZGBzYjm+UbE798UsD8HGmmZjVtG5UMiYIiylEkNF/MauyStjqT5ElBAoJWisKRXSWOa99dAC2PtA23t8zEgBvU9D23Yxj5KiEHOMoFVxkBZkQgRyRiXwQhJzYNl5pISYQCtBXSt8n1m6gARS9OwvS7RXzpmUhqn3mKgrTY6JnAWLmOidJycBJDrnkVJSW42UZXErO6EQgz/YOS2LXmkpzNljtDk09nKVLD9OC8Nh3Eww3EpIjBjxccGNeHbFsSll1hpzS44VosyCixgR8upYyjvxbLU8D8tt5OwYef2uQXAPYxyD0WbnwoGQBmjiPsIviXaKFBIV5mTVENRsMF5OpAw5C7IoAreMgyj2l67snE7up37iBLrbx1Hx6r4iOUfbe5TR7EcHosyQFx4HRWnRVloRQmLZO1KCee+HnVFJrTRCirIGQEmLSfEQzxaTQEhImQ+4eDU6ePW9H3l2xIiPE77VtazRguyLsTQ5lwjtnIgx0zlPzOZD07I5p+t4VqkMZITIJSp81LIjRnykcFsFD4DTp0/zEz/xEwc/P/fcc/zSL/0S/+yf/bP35cA+DBxu+0spEVI+0nZmDwzu4L7TG8zXHd73GFMxayxGCypTE1MeWvLEgdHTjebZ5kuHj4nd/Z4+pCGyS3MpLND66kxfZwLTxtK7yLwtLdhCZFoXcT4wiZouJIwSTCrNsgukIeZrNVdpjSRlcWCOJIQY5s4llS4zli5GnE/szz0hlQzwmDJS5KFaHek6waQx+CTQElae3FJmhJCoIRRc61J1b6ymsbrsEGgD9EfeAyXUkIZwdTEYJm8+1rhZm+PHdVEcMWKFW/Gs1aW9WSNui2OlNOV7o0oKyI2+P/OlI6dE/dYfcPkrX0TmhNSa2ZM/wPzEd7FKYuxMwAxFipSAnJktXmb/tWexCozfQ22eonOJmCL2rkdZ1OdofSBECKHwLEIMbdodmcM8a4l5i8WyZ2fhabtIzBETypoihaCpNPNFxAUwMuOTxJgyc66URIpMpRRtGlrNNazVlkprlBIoU9JpDqO0fZuBc8r7I4bEhY87Rp4d8e2Ij4OW3ZhWCCnYm/cIIXEhMF96XAhMa4uU4Y61rBK5jJuEb1LLKsV1PCsUxuihu3rFs6OWHTHio4JbFjzatuVf/It/wXPPPce5c+f4qZ/6Kba3t/lH/+gf8fu///v8yI/8yAd0mO8/rm37k1IiUsSFhBRFIFpdssGthhQdSlZAme2WQ0u0D6W6C1e/7Kuq9mG4UGYbOx/oB8XtfAI8+8vA+lQczKQv+gjSIQ+mw6Fzkd5FhCi7kikmklDExMF/WpaFrndlMSArYooEnzjV9Ii8JMspu65h6Uu1ve0jyzaWeUkBXYjEpDimOxQLqGb02ZBjwsXSNlhphRQaLQXraxVSZCZ1RVMrppU5cJ0+tm7Z7wx789IqWFvJyWMNG1N76H0XWKvpPmCyvFWE2/uFj3Ob44gRN8Jt86wxiHz7HHuzYseKZ6f9BXa/8kVIiQQQAle+/EXWfvBedtQJoPCsifGAYxvmzF96BikyWkbC9gXC7kUmD3+Gbn+X+SvPMn38BEtqYgx0LqCkQimFC5GuDygBSWRUhDZkXAz0LtF1sRiJpuLsv+xTSVnxgRigj7DeaHKKLLuMVQqRBVJpZtOKJkeEEGxMa9Yntrj9W83WNDOf9vhYWsStlmyuWTZmBi1Xgr68x+oG69L7jZFnR4x4f/Fx0bIJgcglltWoQcv60rkcYkQmQdeX9JhrOfZaLaukwOdE6xMxB0JIhEpS2UweCiR3pGVnlra/yrO1lWytF6PVIzw7atkRIz4yuOW34R/8g3/AM888w/d///fzu7/7u3z961/npZde4kd+5Ef4hV/4Bba2tj6o43zfcdN5s5wQUlIaAK/icM55iBElFSlxYKa3qqZfW+lcPcaFMvsX49HnDcEDxdAJU54vxYT3UFmD1gqZEj6VY4tJ0KeMjxBSwOhi9BRjRkvQAoxRSLGadxec8m/QPffsEEEI6/c8xlye5YTpOT1Z0E0b3tgt7XjTSvOwfRv/4tcpbdGKE/c/zuv5LjqfhjZHiXeRppJUpsRsbcwseoiZXf39JzamGG3YmbeklJjUNcdmFqXEwcy7VvJglv6Dwmp3YgWnSkLDB4FxYRjx7YQ74dl3y7FwPc/SbnPgTgrknCFHxHKbNN0qXdMxkYQ84FjVLiHHouBCT0qpjLBEV3b5RMaEJUY2BDm0Ow+GdSmn4jUiM0pqFt7hXEJIMXgsCSLl+59iZtoolMzUVtK7Egu7dKv58ETUGSlLAaSuBGtVRWU1s4nGakVT6YP37OF7jnFpu6MPnspY1qe2+H0Mb9G1sYcfFEaeHTHi/cfHRctOfcBajR1M833IVFoRcoSUyUoQYiAjruNYyCgFdSWGx0l8yoicUFKh68LTyz4cFFruRMseW2+oa82V3Q4fI421TBtzHc+OWnbEiI8Oblnw+L3f+z1+4zd+g+PHj/OjP/qj/NAP/RD/9t/+Wz7zmc98UMf3geHatrM0VMlXjtJwvfPwYUfqFYxWQ6v1UWEZU2J/4Q6KDs4Fep+QWhy8XkqJulKUwgJlnjCLYQ5T4EMCSr65lYpWBkigtSYRycMCpVSJjlVKErLHJsG0UviYqPOc9sVnD3LEnU+El5/h4UclF577KjGXSK6H732MV8IpTjSB7pXnaIwAJDFnutef4+TDx3kjaAQgpMSqkrNutWJjVjOt9Q0rvdYI1iYWIQTTWh9aTD8cslztThxGcRUPH1h1fMSIbxfcKc/eKcfmDIvWk4YHrHh20myWLa8YBwM8QChivTnsLhae1WblKwTCzobZ7UxWFlXV1MdPUTUNKEs3XyAn66he0lQWIeIBz64EtEDSOc+iDeRYOFdJDiIUY4bGKKQSbEwsk4lhPzs6H5FKIVJiGaGyxdBUipJCU1eKzVlFZdX1HKs162uW3kmUUjTV9ff5oDHy7IgRHww+LlrWx4yMmdpqhBDomLFWUEuDkJmuDwgpkEJdx7HaCGQWxGKrQRalc0UawfpEkSnR5VIJxMoYmjvTsgCziSFjaKz+0ArJK4wcO2LErXHLb8FyueT48eMAnDlzhslk8rEsdsD1c2iZ0pK2WiBWKJFeV9u2blRNLw7TV392PtJ5T+uKEZ7LCSFK8YAoCMHTuowxkhAFRiVyAjew9bRRGL1aJMrkYGUFm8rSdYMnxxCWaHUR6EaXtsWcFFpCRmK0YOI6nCnHF/qy6K1ViXDxZWJKCMDHSP/K0xx7cBPpWlJMUBnSYDCVUqKKLbPJFlZJTKWppUQqSVWVC4beR8ywAK7er715z357NQbSucCxteZDzeu+xs/rHW8fMWLEu8ft8GxMuXCdvjOOjSnjY2DZR7QqvJMQxJy5nLc4/skfYOcrv4vIiSwU65/8Ad6KG/jreLaks7RywsbDT9K99ixJVWzcfT/9+VeYX3oThGDzUz/Ivl3DxIBKUCmYyg6VF6RqyhVrh4hDh/MRKSQhxSK2fYk8FINJ61QqogDnrxqoKgRSSzanJWZ8vTFoJRBSUFcaBEfSYFY8e2V3yaJb3R7wznPy2Oy9P5l3gJFnR4z4YPBx0bJSgBYZpQUISUoaKH9XZQxaCDJljPtajiUqJNA6X8ZkMviQUEqRlSL4UojJSaC1oKrMN6Vl+6po2Q9hSvAAI8eOGHFr3LLgEWPkf/yP/1Hafwdc+/PnPve59+/oPmBYow7a9JS6UZt0REtBGm5WsjhPX3uf4gK9WkDKbOCKdFJK+JAxulSuc8pMm5rJBIwSIEAJC2RszEglhzlKMLq4+GcyKclC1Ga4ODgwXCrGd1KCNZrKlvGW1kVSjFTVBqoyQ+U3YRRo4RDKlgo4mSQEKWdkakl2ipaKGIvplZSZjMRO1zgmqhLJqEpigBDgXMJ5jxqivGqjmNSW1kX2Fv7Ie9X2CWv8Dd/rDwo3e9mxO2/EiPcHt+LZa/nzTjgWroq7MkNeorhXPHtp89Mc+9Pn0P0OudlkW2yhIkwNR3h2UpfdzhAFfuthZsfuwvQ7LL/2Jdi4Cxk9QluWF88zO9MiplMEmXrndeYvPV2MnpXk7nsf4+LkHhZtYFJBzJnKWlofURK0VGQBSq/iEzMTC1VT0VSlGF0bCaLEztZGIFWJ0V12kd4ltFrN5CuMVsy7wO7Co9XVIvKiSzSdY1Z/MK3NN8LIsyNGfHD4uGhZqRSVLR1wRpfCb0y5aFlboUSm9fE6jo0po3Imyqvj3E2jUULgXaKpDEqVbmatBLXRo5YdMeJjjlsWPI4fP87f/tt/++Dnzc3NIz8LIfjt3/7t9+/oPmCUXcLVT4IY04GxWxyirOQh9ogpDwQnhhbBEnlVWvUY3K0LVg9b/ZyHKrbWssQK6kKUcVhErJZIWx502N+iLDxDdCHFpwMlCMPsYFOpA2Opykh8yLiUEAiM1igkzV33M3/9eaJVkAXNg5/m4ksvoqVEyEyWmZwEuZmx6yrOPfAE6a2vY02ZUa/vfYJlvUkFQ6SjREqBC7HEl8nyN5TBeIGUAecCPsRhxvHwe5huPnP6TeCwgRJwZCfjMKzWOJWOtAIaJccWwBEj3ifcjGdX/HmYI+6EYw/PT1/d2ywEoLUkJsFSn0Q1p4uxn4tYJahs+a6veDalMopiVBH9vZohxD59VgihUKYqoyU5o/ySarKO7HdoX3tmWCPKay5eeYb64S1mE0uMhWOcz1RSkK0tfh4xMW00tVFURlAbRVMbnE/knJnWCheLsZ7SGheGcZkhhtFHgRLi4O90zuFCRop0hGdDeO+3+a41qbuVad3IsyNGfHD4OGnZmDKVLS17IYqhiKMRIuNDxvvMbGKOcqxWSJ3JOuF9QqlixEou3SfrE4MajsGaUuAYteyIER9v3PKb8Du/8zsf1HF86LjW2RpAKVmiu4REpkRK149eFMJUA7knfAC42rIHhdyN0hiVDqrjpQBRihDLzh84Vq/+r7VGkHEhlYVHFCOmw1FYK+drGUt7odGSJs3R+5dBKnzcxKs15p0nec/x/g0WbzzHQiqa9eMcW99ip7qbN7qKrfsk7WvPImWGANX9j/NqXxFT5g19lnNPnGamI5Na0zuPki3RrhNzyTA3WuBCovd+WGjLYum9x4USldj5iFGS2l4laiXlDWO7vhnH58ORbC6U1AVz4BWSrxuhOWza9UE6W48Y8e2GW/FsmaOWR0Qk3D7HgriGZwux3IxnpZRDISSTcx4E79HjLV1tEt2sY4xC5Hwg9GOGjpquD+j9fbreI6QsAj5FUs5oNwexxbSp8CGhhSNkyHnYAZUCCUhV+NzY4s9hdGns1kpR2bJzKUUpkKQMy7YYAkoBxkhccEghyBQDPic4wrNa35hD3y3PHuZYgBjDkdSXkWdHjPhw8HHQsisucT6CgNQWft5fOoIPSCFQWhFSIucEgiMciyxm/SlmlC1/qxCghlhdYyRrU0sIhU+tVmRGLTtixMcZ47dhwM0qs1JI9KrF7QbDcCuCU1IS5Y130Vb3mTYWawPeJ7TWB+19yciDO0kpqU2pivsQEeRSgQbSoSrv4ZlMozVaCPSVFwhf/30W2+cBQXP/k4hjD7ETTzNjwZvPfRk1pAn0bY/c2cE8cjdCwc70fjY+eRITO5yoeX1f0blQ2g5TphNTjvm32H/lOcgly7y69wni5oNIIVh2gb4v5lXlb860XaDzgbXaoLQmhEjOsVT8paSpJNPaHFkEYkrMW0/bx4O/70bEfjMcXuyv7lKASmXH81qzrhXGhWHEiPcft+JZpW/8+zvhWCg8W1eREqoibsmzShWeRZQ2bCEEh68VVhGu2W4ye+BJ5i8/TU6ZmDPm7sd4c6FY9HO2lCK6TAw9iIGbhSSKBomgNoNrv62JKWB1oO8jfYQQM0pQomKlJISE0YoQY+FaBAJBiBnvA/M2rN5NUorsLYZIRaPQWiFEJGcxGA5KprW8bpzlm+HZay+oindKQgiOdOaMPDtixAePb3UtK4WgcwHnIi5kYixJWSEU7mt7T+cTjVU0lcFqgbHqCMemHDFaYZVkf1nMPHPOSASNUcMI4VWe7V1Ea4mSo5YdMeLjivGbMeBGldnDt19rBFVuOzqvJ0Vph0uH7rOaIV+1zFljUZOj7b9N1RxUZTMZoxSdD6RcnLWNVhi3S+j2yXZKNOsgrwparSSaPZavfhm3fZ6cMoLM4uWn+P+zd+fhlmV1ff/fa9h7n3PuULequqrnyW5ouhsbGppJUBQIoIJAUFESNUSDRtEYUcNPUVAxERNHHqcE9VFjfAyJKDbmAckEJkHoBKTpkaHnqbprvPeec/bea/j9sfaZbt2xqu5Y39fz8NB17rln2Kfqs79n7bW+S4ecztw0dXce5xxTRaSIHnRO5SLKLWJMgTFQMktlZymrmiLz2Nm0L/lUJ2fOlnTvvROr07p4FQOLD9xBa+oQXT2NcxFtwBjwHioX6LsaokIZTYypkepUO6PTsrQKSzu3E+tGq9pTO0/WTBn0Oq1NHwQ7rDydb2D8ZD/eayaucB84uxF4IcT6rZaz5ypj02OlU9tqOTsYqDUmzcowWuGarWe1Si/KNoWqNZrq4NNptQ8RevP0VcGTdcFCt6bbd/R0xqUXX8filz8PBPLMMHXVM3i8n5Ebx8F2jaq7UEzRDVO0c8exhT6d9AbY18nJiwwV03vzIWKNoXaeENPzO5+mlRuTpqjHAGXtqWqftqVVitp7Orllqt2iyBVZZpgqsonC+Gxzdml+DnJ26fcsyVkhtt5Or2VDCJTOE2PEmsHzjGrZ3KaG9rX3BJ8GdXtVoFc5ahc4Pl/hfaQqHVpBxBBjoCgsxkBuFIYCpUETISiiSkslpzo5xpi0c0scvFdFGQL4tDXuRmvZqXZOkaVzyCBnpZYVYueRAY/Gek4Cg+l+KwWKUgxDLcbU6d9otex9x7f4cj6N5NZ1IKKo65qy9kBqFKqO3MP8Q3dBSNPvOlfdyOLM1TgfyDNLnuVQLqKip33oMmLwBKXpPvUEoS6JvQWC6XDA9vHHnsAXLaYvuIjpqYwemlPzJdpqqiqdNJQijcg3jaLq2lP1TkDlMC1LOjdEgo/E/gI9VVAHhzWG2XZOt6qIizW5UkSrqF2NURqMxYW0Hj0G6FeB3KZRb1Sa8ujHrjwMCn+j1XDryNHxW36kfPxkP35/tcJ9lk7N3sgIvBBiY9bK2XOZsYPng+Vz1vt0FW+wo0saZNA45zFGk1nDYuXRCozJ0RpO0mYRS7/0dHsl81UgdAO1iiyaCzj0FV+F8V18Z5ovd1uEfs2V5nFO3n03WkWsNeSXPYOn9MUEl3aQyXOFUprFxT59BVNTbZTy9KvmGEWo60Dt0jaM7cyi80i3KulVPu3CFSK9qqYwGh/SdpDW5E3ODq4wpt4fzoWJonmjObv0C9Xg/ku/Z0nOCrH1dmota42h6lWgFDFGnPO4ZiliCKNaVimofFpW0++XdL0nVNCtA8GlAenSe1C6mY0RiCFis5osU+S5mahlfQhoA+3M4lxgoVvSyTNmpts473E+ph5HUeFc2FAtm6UtEOn2PdbEpgdKer9Sywqxs8iAx5jxztZp/dvqJ4Wl1nOiGTxeiAHn0tKQsqrpV2nEO/hIVIEiy4lA253k5Jc/j2qGcpVSnPzy7WTX7afPFGXt8cEzpdtk7Q7zd/wvgnOgDZ0rb2Ret+hSoAE7d4jYPcnMBYfpPfh57MwBuse7HLzwBh7oXkjpI3MqXRXsloG6dvR7Do/CThdkLmJdan41WItZmRbdfjpp5NbTjzX9KlJ5Q985QvCoKo3aW+tIE7Q1PqYTaG1VWpPYLJPxIQ18DMSYpvJFFONNxFeazjf+GRit8FpNNOga/zyWW+u60uMKIc6NtXJ2NevJWFhfzrroyWyWloo0a7mNUqmhHpHaldQhzfIoj/eBQLfv6FaOEyd6HF2oqGrHfLdk30yHwijmuxqlpuhUGhdrLmyVHP3i7ShSHpnas/jFzzP7jAOcqDRVHbF9h3cBFyJFZqljyWzHEqPGaIYN9HxIzUiN0VTOs9CN1E5ROwcxoI3Gm5SV1hoi9bCR6+AYaQVLIg/YWM4u/QyMVmAme69IzgqxfXZiLRu8o1d7VEwDJ0openUFIe2SNahlldKcWCg5emyRo/M1kUhVOzJrMAoqD4RI7TxVpal8TeUC1qRZFLnVBBjVsv00w6Tfc1SBlOcVRKWZa/p4AJS1o6zjumvZ3Ci6paNXhomcjc0MwYiSWlaIHUQGPMaMd7b2HhaqaqIR23oaswFpH3FFWodYQzta2nlGVXsqF6hqh/ep0VLwkX7tUDqNVnsf8AEK2ydEh3ZPMb/Yx+rU/CmGtC94e+EE8xgiisXFLqGosU8dIdqC6BwET3XyCFz4bB47abm8mOfIiR6X3/B8yi99GjV7mIVuj5j16T54FwevOcBjCxbvAkYFlEonsFOLNRrN4zHjaVc8g/qxL6BV2mKsdcn1POHS3uNKKYzVaS91HWkVoJXh6KkapQLWGLImsI2imYunKKv0fjOr8T6kkewYh1MclUonR73MN6GV1qqOX73IMz2879IT/Uq/vxmdtoUQyWo5WztPJBXosHbGKtKW25XzGKM2nLMxLrLYraljpG0UM9MtlNb0+yWBSGHzVLzGQL9ylD5SLUYePr6ARuGDAjRPnVrkqoOzXLYvkPsezrR56KTG+j4uBnSWceDgfiw1UeXUvs8lUxm66hFsG60Dh/IeEOiZfZT1NNoqYlTDPErrxZtlN8ClMxWqXKQfC9rakdcnie05nnCzGJMy1GiDc5GaSCtXRK1GOTt+PDeYs6ddIS7sil+oJGeF2Fo7sZYNznGyH2gZRatd4F3g1GJFq23I9VgtqxTz8zUPP7kIAZROO7PML/bZP9dKAziFwROomtnMSoELERugcpHMqGEtiwIqONWribFpCm08vdIx3c6wVhPKNKicZrGsXcvmRoNuZgWqVMsOctZqhVdgjdSyQuwkMuDRWDpCGkKzvVMzlW/pn2FQnMfhNrDON1tYoTi50KOsIloreqWjyCuyptlR5eKwE7aKkdJFCDW9Om2T2Os7FoLn5ELNiUyRLdaomEadY7M1V1VmPDLfxcc0FS8Wp6gXM9pTVzIz61BKccxZTi1G+rWn7LSIvYoTTx7FHV9o9jjXBGVxwWPrBeqwr1lWkvYqP9kvqaPD9T3HXYb3F3DlVfux9NHtGR4tM3qLC2mnAx9YXITFCmINOodQNtt8mUiRGYLS5M1Ivm66hqfR+zQtG2Jz/NKuAlmzBztAVa/cZGs56xnVXmutqxDi3FotZxWjK4qDq1qrZWyMkVPdkqpOa6q11iza9edst1fz1MkeTxzrEmKgVWRceMATvOfEgqMwmlZRYfO09evRUyVl6YhGcWK+BEUqfFWkZRTXtp+k94U76QWPj3DJpdfRixfQKgoumivoP/j/0vaQec7hAzP0vvwo/arHQVty4LLLOHr751F1RXHgIuxXPJ/j2cW4kAaAjDYErZorlYFD7nG6D91FnhsunlGUT9xPv6zRWnP1V34Nj4cbqINGqTDcFKF2vmkumHI27U6QCvEzydmVprav9/clZ4U493ZqLXt0vg8xNYqeKUp8jPQWPQf25wQY1rKu9nSd5+hCH+/SshFrFSZrtseN0OvWVLUjKihyS15k6BCp8GgHKDusZV0dOV72KZ3D1zWmyrjAt3ExYlVFq1VQVY6qduuuZdEGo9Jyb6wa1rLOBTCazI52t5FaVoidQQY8Gqc1Yhve3hTXS/5cu7ReLsS0RjpNNVP0yjo1WOo322uhsBi6fd9MhVPDx6nqgDFNkR9TR34fIETPAVPSNifZP92ifd0z6B17kscfP0rwntZV13PHox5j4ESvz75WzgmbYZ3nqeM1yqR1he0WLHYzeni+fBSeful11OWTaKNTY9OpAxztNU3sSstjT84z1bG08gwfIydO9HjqZB8VYXomo+46Hj2VUVhDr54nhBT2REf0qYt2XaUZHMZatNFMtTMOzbbRxqbpfjRbJMa0rjGNVqcvK5rUEVtrRZ4Z2nk2/DzWM419o9Y7PV4IcW6smrNq/H5pmclKGRsi6apf12FMylhgQzk7P1/y5MkeUaXp12XtefjoKVwVAIXRkJWaTrtFFiPHT/VwdSAvFPOLNcoq5jo5dRW4+rBh4YE7oHkcazS9B+/GX/UiDl71dLp/91/Sdopa0ZmZ4/H/+z8oLnsWVPOY/kmO/78v0Lr8Bk4++gDu6KPE8BlOHC6468lICI7p2TZV7cAGLjGO6sFPEQM8/dqLOHX3J1AEWgcuoeqXzN/+cQ5/zWUc5wK8jxiTctcwmbOZUmSZnujqLzkrxO62k2rZyjnqMvDE8S7WpO1ctXMcO9nFKI23EX/c0y6yYS07XzlCqDk5X9MuDL2eY24qoz/vaXci/a7DVY5eHei0LVXp6ZeOvG3pH/XDnQUHtWyIkWPzPU4ulLgyMD2TsThf0Z4qeNxoSn9qw7WsJg0+t41NywSbWtYHKHLdzMyQWlaInUQGPBqnNWIb3q5O+3MYG0EPzRd3SCPUzoOrPaEJO+/jcNG0D56sOeSq6eiMUoSYpv4RI9ZErjZPsPDQvVyUa8p776SeOUgVW1z2tKdxv7+AT9xf0a1PMdfOQEdCu+CRRc3VF11Pq7ozTe+2mvzS63k4FKgK+j7wyflZnnnxfq591gWcuv8ejpdp3fj0VdfzmeORoqPpVx5rFce7FSf7Nd5HQow8eaxLr18zN11gtGW+X6G8Z6FfsVh5pjJLHUMa/Q6KrNAUJkMrTZiOxJCuoLZbliLLCCE1C7TWkBkzsR68yC2hGmy9mKzVZOtMbdbjCiFOt1rOjkrxVESvlrGQelsAo4xt/umuJ2eVClCkJXYK0u4BKrCwWJNnll4vddcvq8BXXKqIJsPayHw3gNLMdTJ6daAsPSZTHGw7QhWIg91mlCISiXWXJ/qG6emLsdHhlGXReVxdo31F9BUxOAg1IfhmGnhE9Xu47jy9eUuPmnsfOcGUNfSD59JrM47Ol3QyA2WfGFzauDampYiaQF7NYzsXokNIS2GMQquxpoVWkxeGXm/JloaSs0LsajulllUqUGSWiqp5xog1ipPzFcoojIWFeccp6ola1lo4csyzv2MpA+QGytJzwcEWqoToAj0fabcMRW7p92uKXFGXnszEtBSxY4a17InFirL09Ht+WMtOdyxV5SjzjPmy3nAtmxeG6U7W7DoDRkWU0uSZHluOKbWsEDuJDHg0lo6Qaq3JDMMpf+N/Ht1HpdHd5jFUc1VQG02sPYOrhKjUpCizBq01Rqcmn0an37FGY7UiaMfBoqL8wj3M7Zth8d7bIATqk08SZy7loS/fS//wHBFoWYO20OtF2pliodTcvrCPr7jmRczaijK2+WLXYKNlqgW9yrPQr/nCUXi8dSEXX3IBbfrEWHDbE56yDuS5Js8svtboWoGPVD40xbtisefJssBM7lmcr6hczXwZsEbz5KKnaAf6VWQq11TzAbvPUlaeKgQyrTDWMNPJ0h7iXg23pq3qgAlp5wBFKsb7y0zF26wAlxODEFtj9ZxVGB2JpGwdXCFbLmN9GDRv88OMTY+v1pWzxmimrMMahTUWYsQpTasTKOcdRmtUbvHBsVDWXDxTUBcF7bxPq63xHqb3ZUSnmZrKUEUky9M0b9+8LwvUxTROw6nKUFYRiByeMRhj8ViqaIjKELUlooc7xVRYFmJG15U8eqzEGsW899RO8fi85qLMsFh7KpWjlEGpSFRpeYq2FtWZI88USlmm2xlGa/qlG2bsoPHdclOeJWeF2L12Si1rmq20p7ymyDUKTcSl/24rypOOItOpyedYLeuDpZ1ptIaD+1r0ew6daVomx1qofSAPqedIphUUGZlRGDwLvTS44Ko4qmVdep8TtWw3gA4UNpxxLdsuDJmx1N6TZxlFls4LQWpZIXYkGfAYk2eGXlUPpwFPd/KJTtftovlzTCeN3OqJKWRapWJ7pjl5OJeaFaEURabptDKcD2StDKXTGj8fQXkNCjqtnA4LBAu5ClQaygAqgo2OPBTorKaT5zztAsW0KQn5DCdrxbTOKOuSx+ocU6YmeLlW7J/OU4PRnifoSK4hoHjklGWq2M/RhR5BRYwBVNr+cGo2p1Q1RW0gBHqVp2MUUWtaucYRsCqgLPR9ajwK0LGKno+AZ7pT0Ck0kE4yea5pN6PhMaamhEbpdKx1avwHUHtHVQfpLi3EHrVazraKdHWsbrJzpYw1IdCxBq0idZ0uaYUQya1mupMTQiCzesWcLYqMiKLb8zx+oodrfnemPcUJ36Pb8xgUU4Vh/1SLzoxG9wvqukZ3DB1nKKwmFpHpIueUU1zz9K9k8Ut3pKtsSmEvu44HF3I6ueXSK27AP/B5ggucqgxX3vQ1PHDfg/T6MDc7w/6rb+Cxuz+H1pri4IWc3Hc99x0PaJW2rfU+TZmOEb50zPH0q2/kwuopfIxc9LxX0n3gLqpeD2MMM8/8Gk7oC1BRkRkNMU1tzuxoJp3krBB7106oZYsiw+iSIrdc1I88cmyRDINSilnVotsp6fY8NtO0rGLmgjZKw3Q7o6wNeSfHRsO+KUMksn86J0QoWpbj3X5Ty2qshqki4+hCjyxXBB8na9lY01KambahV6ZaNmhNkamzrmWrGMitwepBzoLUskLsTDLgMWahW3FqscIFh9WWfuFoFWnt3Xina600irQzQG7NcLuozBqi8xhtODSX069rYgBj1HCd9KALdCs3OJdRe49j0DVfoVvTdNo5pijIiwxj03rIut0mVxrXmuHFFx+jfOhuCqvxMXLl07+SI63L0dbz8OOLtHPNVxxQXNiJtGbbHKsyTgZPXnTILOhmS9nSQ6+2LPYqNOkEsW8qo50bOnmHXCuOHI1Epei0suHV00AgGk1deva1DQs6TeVWITCVGSqvsKTHP9DJmCos7SKn07ZEIBtsRUtqTphnGmMU84sVrtlKa7HnqExgupNvy98FIcTmWC1ne6UfZulaGZtZw4EZ2xTyqchtZelxdJNVqZHc6TlrDeybasFFsH8uo6o82hgWu30Wa8uBdo6rPFlhmGrlzLVzYttS5IGsWqQwC8R8GmenmO4UOB84ai9m7isPUsSSUuUcWTQcztIAczQXcu1zp9B1l6Nxhk8eK7j4ykvIy3keMi0e9IqLbrocFT0PV23uetzTqyqch+Dh4HQLh+dpBywH246D04bFB47Rna95dHGKw894MTZrkU8foJtfgAqjnB1sTziY8iw5K8TethNqWWvg4L4Oi32HpsO+fRm1qzl5qqBXOapo2Zdbcq3ZN9WiX9Ucmsmx7XxYy2oNmbVcfmiafTMtvKvp9yOtDdayxxfLtE0uNe1WBjHSLixRRallhThPyIBHo3KOJ08uMt9N68JDqClyzaWHpsiMxYdI7QN18CjSnttWpWl30+10IhlsHeVDSFcrc4tWarjP90Bo1qfHGAdLIokxolSkb6aZvvx6eg/fy9S1zyIuHEPnLSq7j2L6Yo7Fgt4d96TdAYBObuDIlzj4FRdw92JgbqrF9VNPUT5wFyeJ0Glz+Orr6eUXpe3A8hzvHN57Sl+jtGam3cKFQJ5p5qYypluG3GbkRmO1ZaFb0cktxhqCC1R1xeH9Hbqlp1t7DhaRzGg6habyEIKi07ZMdwqmWxnT0wWddhqdV0ql0fAxg73c024Eo/l/tQ9Uzk001RNC7F6r5axWhhAitffUPpBZtWbGag1tk5bFjc8cDk2xmX7n9JwFi4qeIjNYM0VVpNczN90Bc4rjJ0rMdEZmDHOzGQdmO8wvdrk8HmHhkTvTVoNGceDKGzjWuxKTR2qvOanb5Nlsms5c1BTBc4F7jPzE/Sx8+XZCDLT3X8gNl93Cl+vDVCGjrAIhRh5eMCitKLTBmj4zRQ7tjKJwaKV48YUVC/ffzmWXHab+/GeZnbuAY2GaulaEL3yRuee8nK7Zhwpp94XxnB00MvRBclaIvWyn1LJgiTHNnOu0c6y1lC5jpqPplY7OqdRItF1kgOLw/jYXHJhioddjYTHQKXIiaZepJ090yZQhyyIRxXTbbriW1UrTLiqK3GCtJjqklhXiPCL/+hqnum54gkgiiz3HYtcxN5OCe7FXAwz3L9fas2+qSLc1wTfY/3zU+TqiVVqbDmkUuHZp3WO/ck2BHyCmfbu7fUeYuor2Mw5jjn6Z8tQxyvkFnCpRMxdxoAicLDQhpO2xotKUdU3sL1LVmitmA4v3p4KcCFUeWHjgLg487QBPlS1cs2d6FdKJIzcG0wEfU0fqop3RaeUoIiYLXDDbYV8np197cmPSCc5bjE2vwTtPYdM6dmsNdR2pfVoik1lDbk3qN6Ka3VjUaP34gFLpKuZywuk7eAkhdqnVcna6o1ns1TgfsSZQGb1qxgL0yzQ4ooc9PEY5W9aeeoWc7ZcOpcCFiHMOSMVr5TxXHNrHTLtHr1eSW8PsVIsTvZIOFafuuxNFGqDwdeD4F+9g5isv5qnKUthIIIAKdHLNBa2SqeoEmZ/nxMN3YYxiqj2FdidpH7uTa686zH0nMzIf0ShK79GkK5pVhGkVmW0XlCFwSauk89AdzFzQYV9L0cs1qneCCw/N0vcZxkQy38OrOWKMGK0ncnbQq2OlPJWcFWJv2Cm1bL90qYGnBu8DkYBRmrJOvZMuPjRNp0iDKPs6GUFZTvZLulWgqj2V92mQxQcWvWduCtoW6gjGpXOE1LJCiPWSAY9GDG7JLQqIhNg0QQop2K1t1uc5TwiQW0eMFqPTWkkf4kTn6xjBN6PgioiPkYWeS1u0xkhde0rnKHKbumJ76EePxXHi/i9BsEQszgfUlz/PvhtfRIgarSOBtGe50ppAh355Cl33qWs/vNqpYyTGgHFdap/h+p5cayqfrohOdyxVraiCZzrPaGUmbeulFS1nqFUkMxm5NcQYcQGKzKStb0kdtOf2tZgqCmKM9EtHOueljtxWpzX1eaaxS4pwGG2d5fXyZwNZ+ijE3rFazrpgcL65TKjUqhkLDHN2kLFGKyoXhjlb1gECK+asItIrK8o6kGlDrTwQ6FegtEIpg4uKXunwPqLrRVxdoxTNa1AQPblfQIU5fIi46Mm0Ys4/zsJ9d1LGBWzLMNsyRCzV8ccIgK76HLriBuK+w+i6S6U7PNHNUsNWE+nUFqs1eWFpaTiY97DTGVYbTNEiLzIIAYMnZAVFbrFTM7TywQ4Bo+Ac355wpTyVnBVib9hJtSzRE0OkW1UQNIGYMjp6aq+pHBTW4qKm169RKm1n2y8rqjqidTNQEBQmBohpcKKqAyFWUssKIdZNBjwa7VaONeWw4NZakStNnreA1IG6yNPaxHQiSOsZB1fOfIjEZlvF8W3QBycDH1LQOx+G07bLsmRW92i7LkF1WIidVIQTyeNJvPNYPTrxRGCxW3H5M59FOPEI5FOUvYpsepqjGRza12HeB1oRNIHZqRwMhKgIqkVdB4zVoBWdvKCqXdrC1iimsiyt6bQaay1KRSod8c7hao+LYK1Gx4gLEUtoOnUrjNLkRqWBmCJSuoA1pun5oZlu56nRYLMn+XJbZ+XWUpmQrhA0MqNlCqAQe8hqOatoMpXBgMbKGQujnB1kLKTBjcoFIhHvIqVzLPb6eBeoXaRXulTkEim9x9cBFSO1q9KUbKWpuz0Ugb4LRA+BgEER8hbtds7CQokLEa0j+2ZahLxDeSpiVSBThgN5ycIX7khTu7MCVCT0TqCz9mhLyCwnr+dpP3o3i7WGAJdf/gweDBeh0aiYtnrUKjUQpJjGGoMCysUuU1feSP+huzBZQaYMs1c/k9DaT75KxoLkrBB73XbUsitlbI+03KWqAy2bthL3zuMj9KsS7wIuaHqVRytoZxqTpf5KDx5ZQCmwSnHx4SlUpug7j3cBokJpu6FalpBq2SpCNmjGKrWsEOcN+RfYmG7lHNpXcGyhGna2PjCdc2AmT+uflUkj3CGinEdZ3WzldfqeU0tvyTNLr/IQPVorXAiUZc2+7sP0H7gLFzyZNcxefj1H7SUs1J6skxNdpG6mT4cAWWuKg+5xnvz0x2mbSKuVM3Xh1Tx235P0ynt55uXXcVfvIBff8Gy6D95FptP0vunLruehfgvjIioHY6DIFZlRxFLTzlNXb6uhVaSThY+KIg+4ANaaZjcVTWY13b7DaGhnBpun3wsB8lyTtVtp6zLNsKFVZszECWGljtWDTuLtImOqbeUEIcQes1rOlrWjXaR/826NjIXJnM2ztDY9ujRIoLRmvluy2Ks4erJGA1UItDLNfNezr+1ZqDzeB7TSxBjRCjwRV3u6ZcRERRkcsz7DKs2JYHjG1Tdi77+L2jvQmtmrn8mXFgz92lEoS6sNmV/AW8P0zCyWmtyAaj2L8pF7U1Hdmab9tOdy6gufIe/sp6dybJ4x1T/CV17QImRtFouabszpR4Vt5bRzmLv8Gtz8UaruIs4rDrzo9bhsiunWDKG1j9zoNTMWJGeF2Mu2upZdLWP7PqBRuBgpjKL2EecjLgSq0rPYTbu0WBUJRkErpw6BVmG47MIZ2hj6eKYKS+kcVmkIKu32otdfy3ZaQN+jOwbjIwpFpjWl81LLCnGekH+FY/ZNt4lonHNYa9k3XQwDzRqNdxEffLN+LzKrF8l7PSimcfm+dB9is/VqmlJtLYQqbWdFpplfdPT7FXNZLw12OAfWMjM3hzn1EJddOstd/RbeBS68+lqqk8c4cXyB2bkOhy+7hKOf+a8454hFh+6xx+kef5L9N34tC48eZf6+O7n4mq/i3vlDXPm0g1j61LbNl3upy/Zir2Iay6HZQKtfQt7hVLDUgymPRuNiILdgMz3c6SAE0DGt56zqtD2ZUqCtwupmP1uVRrmt0Wl0f3DyjKmBYJ6ZdX0GubV0WpZFOUEIsSetlLOdIif4in7tm/yIWJOKTR/SkpVBxtbOD68+hhDolb5ZO67xStHrO+ra4UJa3leVnioECIGAYrEX6NVpcMNY21x1jCjtObZQomMa3PUBrFbMtAvq2nG7O8BXPO3FZNUiPpvivjoN1DgfaCtLt3Is5m0u7OQsfOk2VIz0jGb/tTfSuvFr0aeOUakWvdLjyx565jC5bTHTMVSP3cWUWqRcnGfqgit44sgpDl1xDTYoTt19FycNFCYwc9nTiIeuobSzKKUIACEN1ph1TpuWnBVi79pILbtazq6nll0tY/s+9dNAQTSaxa4jEOnXjlO9tHPKrMopo0ozMfIMHyP9MmAMKKOYMhnaqmGDVBc9T3ZLWsFSWkORWXKrKF3aPXBpLVsUhiI3lM4QnU7LaRxUTmpZIc4n8i+x4UOgXzkyq8ls2j6qXzmMGa1/zrO0JSvGYI59kfkv3453DmMz9l3zlfQueBo+pKl/ddMwL81qUxRZCk2lUqOovO6yGNJgx+G5gt79/5cqBIqFo9x86bU89uVHedxV7JuyXHHFxRx54AEWVZd49BFm5w6hdFpDSfRon04cIUQ69LFmH48uGGan2tQVZBZqD3NTOZfxGO6ee1gkkhvDlVfdwMNczELXYW3am1xhcE7RLnK0Nix2K0qf5u1Z0qh/Ozf4kL5shJihtSYE6PbrVPwX2bBL9WBbRNmLXIjz21o5O8jYYAy+dJxa7PHU8VMURYuZTot2MMOMHawbr0MkNtsTFio0zwOZ1eS1wgVPFQPOO/ohQgDTynHeExRE51ismiZ+gHcRdCTPNf0ygFYUmaZXQb/2PHAiI8v2oSpNp22ImWJ2WqOB0imiCpTHniCGSIipid/JI0conn4tjz7+EEotcPDwBZh9h+l5y+zBGdzDdzB3+DC9ez6Zdh146C4uuulluMUn8Mceoa0sUbVwGI4/dD+tmatwhaeV27FjKzkrxPluI7XsenJ2zVrW+xUzto6BqA0qAt6xWFaQVlUTXMpsZaFQhkgg15r5viMA082MihBhpmWoQ2ruvNiHKaU51S9RWaRykXaWHjQoWCgna1mA6XZOK89ZdE0tqxXeRayCdm6llhXiPCADHg3nR82ZBnyIdEtHZnRa0xgVmbFk/iSP3P13nJjvA4oQSxYX/x/7bznASd8hz0ErS2YU3qdttco6NXoyRpNnGeTToDQH9s/Rve82Ygwopcmt4uTt/5N9Vz2Hp554CtqzPPl3f0OYvRRnCjAGf/JJWhddRdCKqAwxa1HkXbQHZ6YwStPpaFo5GGcIOpA7zcFWRf+eu9EqNdyrg4cH7mL/tXM8dVJhakVZpWnRPnpiBJsZIhFNxHkIOv1uVXtibDpVG02/UmitUDE2WyBG8symLt2MtkXcqVZa8y6EOHeWy9kYI2HxOLFaIGbTZMU+ggo8/tQ8Dz6xCChcmOfiuTaXXjRDDIp2y9BpWXyEGGKadafVRM5m0RJaqZ+HiYr5Zp24MamZ3UIFmdYpB0mPYTKNqQ2F1RilKXJNrg06i0x3cnSpsMqgtaZdpCnUQaX12RGP8aCqRY6HNlMHLkf5Gq8zFr1BlYr+VS8kDz2O5FPMTV1I9eBd4Cum5+boP3QHoewCkNlA/cBnKS6/kcVTRwhVTWv/YfrZXGo42DtFX03hQ2CqlY8dyy38MM+A5KwQm2sjtexaObueWlaplTO224/kRVr6EklbeRNTvxCTGTKtsMrSziy92qOKyIzN0D2FjgqtDNMdKCwYZ/EEcqOp8FitCVZBjJQ+0NKG0jt6pZ+oZZ33aNUnRj1Ry3oVMSpKLSvEeUIGPFbRr2q00+Q2NScCmGrlzJ88zrFTfUKIKAK1jzxV92ifOk5VtOhVgam2SgGpVHOCAWsVWaZwTjHv28xd+0yykw/hFGhtMPsuSGvXY0DHtBuApcaHQK48Tz61wOVPfx4L934aX5Vk+y8iv/Aqjs/3sMaSX/50vjCvUCaQ25wi1/TriuihqgLWdKGZqlfVEXTaM1xVXTTTBMDmmtIFOoUlKk0MgVaeYY2m26+HV2FVjOkEFRUaqL2n0CZN91Mq7YKg0ki40aOGWOvlQ2qKVTmPVprMKnJrNyXM0/Zro7OY0euftiiEOHNaQXbsC8w/dDeKSIiKqStv4Fh+GV9+dAHnA5pIt/J8oVsz1Ta02218N63DBkYZSyp+BzmridQOZjs5/SwQdQujofaB3Go6uaFfB6zRRAxWa6w1mClNVXta1tJ3nplpy0yr4JSvKYwm+IBznmJqinZh6Fcl/cqRm9TR35kpCpOx6Bz9Kq0Bt1ZThzYPndREPU3HW47Zi7jsGYdoZfPw0DzRx8GGCkAAV6ZdDrSFWFOdeBJ7QZtgCkxnBoDapQaCebPjwkZztnKOfuUATSvXm5axIDkrxHZZqZZ98mRv1ZxdTy3rg1oxY9stm5aMxNQLrhNVWoYXQU8p+pWjnVmUiezLLXOdgsWup9SpuWmIity2aRWaXlXiA3gHIUaKwtLODQtdDwpCBOfSLJDxWnaqZUBlqOCGtexCtwalmGplaJBaVojzgAx4NKxJPStCExZ103F6qtVM3wOqprgsoyU2lWlUKXyV1iyQ9jGPRLx30HRzhjTF2vmIjoqpTka31Bwxl3H1FfsJ80/hMczXmn1ZxNgMk+W0coPJW5jMYjpTHOjMURKYe8E3oab20c/nWKSgU3dZ7Bm+dEJREdAhstAryWyRdmUJkayIuLxDK8/wwacvBM0+4j6fpmhpvAdDur3IFUWe4V2Nj4pWbskyRQxpHaMPiumOxhqN0ukIGaUomm0RfbP2M8bYnCjWH+hl7Vns1ZxarHBN061WrrG6plVkw/udizD3YfmrITJtUYhzb2nO2uoUC/ffSW4G66Qjiw/cibmijWu63AcVh/99sqzTgEdIGau0HWYs0BSoEasUU52cOkJhPVMtaGUGFyLeBdpTFqcUnfYg2wdfAmzagSDAdFtT5Bmz7QytFPO9Go8iGiAqFvol1hbYTFOXHqUMnTxQmjYHvuIGTn7x82RZKmY7V13PfXVB0fJ4n3YeCDFyzOfMZi1m5y4icDumNYUve2T7DuF6XegcILvEUN9/e7q0GDxT19xIKPZhaj+cig16YvvZ9TjVrThyrDfczaHIFa3MnvOMBclZIbbKRmrZbndx1ZxdTy2rSk3RDctmbOgF2vloieFiPy218Z406yMWHJi22CI1hm5lmpMLi2nmntGECAu9Eq1zbKbBBUwW8EEznVl8jHTaCqsVykQKZfA2TNSyeQbtwuB9oKqhyC1ap/4kWil8QGpZIc4DMuDRMFrTzlOxO9h6q5Wb4V7bWmuM9oQQ6JsZpq66gd4DdxJDQGnN1JU30AstpjSAITODBlFgTbODQAzNiHUKzeALjquC6atvofflOymySDSGgze/lONHjlDklrLbZ/9zXo4/eYTu/Z/FA/39F2Kf9iKqzoXEAMdjmyfLRVCe3GhQ6Spkt18zN9NBG8V+reh2a/ZfewPdB+5JMzuUYubqG3nU7OOQcZS1x6h0lbPILEYpOlNtQkjXTztKUVYehccFTWYUWmsyo6lcoFWkJqcAJoT0OHkqxF0zHXKt4PUhUFeefu2Ghbj3kX4VUCpibJqKme579mG+0vTEnT5tUYjdaGnOqm43FatqsC48FZZ5qDBGQ4R03S1tnTidGYxuCugsJ11zjFiTHjNdiBwV5zPtjLCvRQSMqSlLj+1opgpDu2UJPl0ZjE2WtDKNtjYVyjajyBVTrZyTi700U8NomjFkvBtlbKcV0U2RbLVivrqCqWdegKq7+KxNT0+xr4KZMMpZUHQyS8g6LMz3mH7W11HefwfGWmKEqae9gOPHTxK8o3Pt81C+Rl9+E93iEDqStkcMgSI3GDMo3teXh5Vz+K4aZixAvww45855xoLkrBBbZSO1bFEUGLOwYs6uu5ZdIWOn2oHMWKo6oIjkWUZm0wBzZg2ZNUy1MvIsZf1Cr8SaNDgCkcxY6tpN1LIhRLq9mk4GPhp8jEQCnSKjchDC6bVsDJGpVotWHgkh0C5yaheklhXiPCIDHmPyzGCMSr0rrKJf+omfZ9bQKgzWTnPPiSsx1x4g8136PucpNcUlnTbWGFoFHJrrpJkfpIDMgNo1+57HmGZMzHXS3uHT13Hg4KUUoYuxhn7p2X/wSurKU5k2FcDj99O+4FKiyXCqID5yN9NzF9GzM+SZocgtgRRuzgdiTNPxtFZ08gyjYppCmF/LzNwlxHIRVUzhW7PMlY5ARl17yjqSNUFc5IpWnkahB3uzt3ONUgW9fk0EityQW0PLh/QFpWGtoZ1biGlnl4G1RrJj6ndFCJO3hxgwpGZSmMn7n42VpidudNqiEGJ9xnNWxRlqo4f/kI1WRCDff5DLF2oeP9YDUl4enmszPd0ZZuzsVJqe7EOgX3rauUFrRe0CEchMmj48yNm56YLKpwZ3LoKrPWXth5mpFLRygyIVv7lVuJAK5NxaWrnFR4dRmkCgqpt2/go6mcUag1GRLDPoVk6/zKmzWTKjmGtZOtUoZ3tVQAOtIsfnBTOXXkvv0XsprryJ4GqyC6+m8uCP3o4iUi3OM3P1jcwXh5rZhUmRWazWeB/xab+WdV0tDAHikoyNMb3Xc52xIDkrxFZaby17+MA0lx8qV83ZjdSyy2Wsj5HptqJynhDSLIfMaGJkmLNap61cxmtZhcLHiGaylg0hYI2iU1iIitoHMqNotSxVtVotOxpcSEtzotSyQpxHZMBjiaVbd9V+lFaZ0bSbAYBrLpvjqZMZ/XKKOZvRyQumpjKMUUwV+TAIB+v0QhgUo6P0ya2hXRi0SoMI8YnjuMcfwLgSp3P0wSvI5y7BzD9GX2cEkzW7EZDSseqiOzNMtQuKoqKqI77ZFSCzitmpgtYgkJUiN5qiyPFYaM0171NxcF9OBMrK4wIoUtGb2TTNT6u0rFzrdHx8iBRZ0wBKaRSQtdJ7H0yJtM0JY/wEkY7H6iPZSoFunmucVro56Z1+/7ORpijGJeseNzY1XAixMcN/X1MHmLryRhYfuIPBgubpK2/E7ruA61Sfg/ty+mWJtbMrZiyknahglLOKtM1i+rc8nrPQ6zt8nb4AGKXRRjHdzogxbVM4aM6ntcYSQEG7lVEUGWUdcCENOeRWMTuVlh6mLQ1Bad1MmVZoHYF0vrBGMdMe5WzlAjGk58uspj5wLe19F0K1QNaaoS5m0RHmZg9B2cW0pqnzfUxrBaqZjt3k8UYzFga/O3lbavyqz3nGguSsEFttvbXsdVfsX1fOrr+WnczY6NO2rwdmC+o6pN53etQEFVL2KMVELRtiRMV4Wi0bgcIY2q286daxfMZKLSsZK8Q4GfBYxXQnp3JuWFzmY/tp759t02pZfLMuL7dm2QZEg1FbrTWZjujqJFSLmNY0qrN/+Jixe4zq8bvp3X8HhEDUio7rYfYdQrdniSp1jVZaE0MkKkWwHcrK432gnVvqliM6UEVOUVim2hmZSVc9fYDcRqxWgMGHiDVpCnY7z/AhDJsAhhCGa9oHux/UzgPphKBQacnL4Crt2Hsef+/OLxnaXnJMlmO0JssNrcxSVWHJukc9nAKY7ntuwjzPjHS2FmJbKOwlz2B27kJCfxHdmkJ19gNqwxkLg+nakdr51GwOTWbNsMN+5Ry9qqaq01W+QOqLARnWZnjvMcaMtr11aTpzv0xrz4tCoVykUJpOp6BVWDJjiIDVCts0Dw0hYvTKOZvbUcamw6Do6ml0ZzZ9kfAp3/LZQ8NsypfJpjPJWEjnsqKTY81oWUur0LQyuykZC5KzQmyXc13LDjI2Atqn5X+rZawPjoglzyzd0qFj2skl+JCWFPo0u2yylg1Yk1EUdiJnlVfkmZZadhmSsUKsTAY81jB+YlhqMEK+ktREKBCaK3nFyS+xcP+dEALGGqavuhEuug4A032KuHCM1gUX0z/2JKEqWbj/88xeeiMnW5cwdcUNLD5wJypEAjB75Q10zRRl36dttUhT94wxtNo5mTG0ck27laYAOg/NhmTN1EKwWkNMW8zmmRmODg9OaJEUxCGE4X+P3lsKb7v0MuGYM51iV2SGqXZGkZst6WwNcmIQYvsoVOcApnPgtJ+slbGQpginIpfhOvXYlLPjyz8A+lVgse+IAXyMlJVPAxteMd2mmVqdms2l3iAKRaSsU7PRzFhyHcmsodMu6BSGIh98QUir4NMymLhqzqYmo4O8VQz2mVmasWvN1DibacyznZzDB9pbtksLSM4KsV3OZS0LKWNjjDSdPoeWZqz3sWn6WZFnaZZF7UGriPORtgUilHVYtpYtrKXINUVumuXaSmrZVUjGCrE8GfBY4lyEkA+BsvKEmILVhUhRHaf7wJ1oIqqZWtd98E6mZg/jTz5Bdc//pnzg86A1rStvpHfsSVxVEZyj9rAwfSXFMy5AVYvEfIp5O03w6WSiAO/SXuLKpNHjNH0v7aqimo26ImndpVYKYxXWDqYqpsJ6fHQ4z5qTWkwNAvUyA9xrXUU8myl2g27YRWZPu10Isbudbc4Ofr9urt75ZpABPKDIrB5ecfQhUjmHc5H5xT6L3Yo0GDJoWBqIMTTd+ANKpZ4iMUJUqWgPzRXIGCDLLEqn+yiAmNakOx+ofMDoZmmICqvmbGY1IQa0Sn1ItjpjIX0JWvpFSDJWiN1vs2rZ4GpADXMut3rFjKVZVli5gA8eHzRaxbTbH6kviPcAK9eyaUAYiAqrm0EPqWWFEBskAx5jzsUe1lXtqZ0fTqPzOk0RVN0uNE2aBqPCwQfoHuf4F28nI0O1pgi9BXoP3EFx5TPRZUXdOkAIkTJEnJ5Gt6bTyScy3E9da40xEZxHKdWMYKfnSNP9xqclxmY7WjVx7XMQ+MuFsFJQLe28xPquIsoUOyHEuLPN2cHvD6Yr6yZjfYg471EqFSwbSp4AAQAASURBVOHD+zsPLjLfremVPvXh8AHVTO22VpMZk7bbJlJkqVFdCGkQBELT20Lhw2hHmcFskJSxDG9Phfgod1fP2eY+krFCiHNkM2vZyqUcs0YPZ0qslLHGaNq5wRpFZu0wY41OF+QGL1FqWSHEZpMBj8ZKe1hXzg0bMa1nGyofIi7Epuv/qAAurIapDrYzQ12W2KLAdeeJriRERT8Yiv2Xgn4CFRxmag5/2VdwMkw16x/TaLIxGh09IapmxNpjjaaVGZRKU/s6ucFaQ4yjE0SMkdBMu47E4ej8wGqBf7ZXEeXEIISAs8/Zwe/7JmMHjzW4zfvUZDT996CPR6D2gbJ0xBAwJq0tr31EK4e1GbUP+BjJrW6anabXUZd12oI2pF1g8kyjUFiduv4r1TQFDGna9pBSENefs5KxQohzYbNr2dDcVtahWZaycsa64DEarM1wHmKUWlYIsT1kwKOx3JS21PhO0cyWW3OUPMY00u2cbxrBRZQF89QXOX7/nbS6j9I78RQz197Eqdv/L9n+i1k8dpRWa4pjPc2C79CZvQIdPfHQM3m4miGcWCSzkNkcqz2t3NCvUuOlwVVEozXWavLcYA0YbdA6rTevXEjbNDZTtI1RFJnB6NH7WE/gy+i2EOJsnW3ODjI2NDM8aheJBmrnKOtIiIFev2Ywc6JfOYgBpTXdniPEtJNVbHZpLPseYx2d3NIqDNlUC6PTdOmq9tR1mkHSyi0RRcekxYHWKPJMkRkzkbGDxnit3DRLbEbV91o5KxkrhDhbm1XLjufs/GKPyo3/wsoZe8J7sjygqaWWFUJsGxnwaCwdFQ7NCHc2NjV6tSZylXP0K0dZpbXZRnt8AFPNc/yLnyePJYsnTjFz0dXM3/l/sHMXsnDiJPqCfbjjj9PZfwVHHj9CbQzFFc/kvlNtvHMYAz5alA6UNaBKqgqiimjSrgB5ZigyjY9pp4C0xVd6Q855ajc+mg3tIjWo2mjgy4lBCHE2ziZnl2Zsakjn6VeBXulSTw8f6JcerV1aSqgCJ7uOwsJC32FQdGtP3mw7aIzGeo1WHpTGZh6lamKIdGuPitAqDEXenCpjIDcWa/QKGRvJbWqAZzK94cJaMlYIcTY2q5Yd5GzlAv0y4rwjeGi3FPO9sHzGBtDGUnc9xnipZYUQ20YGPBpLp7qlvbrVRDdnWH70fKFbpSnRIVBWDh8UrTzDhIBeWEDFiA71sGO1c4Ho0hZcoSo56docOHAZtn05wbT5Yjcj956+i8y2TWrg1DRp6vUd1tg0At9M6c5t2tdbxdi85mbfcJc6Xuc2vZ/BLgbOh9MaKAkhxGY705xdKWMza6jqdKkxM4rB7oFV5SGkbWWrytMvAy5EPM2OKD5SVRFjAjFXtJtp0mXlsKZpyAf4CGXlyW2ago1SzZeAtTN20KxOCCG2ymbVst4HlILhw0To1g7voXIsm7ERhXdBalkhxLaTpBgzPtXNRPCe4dps1XSbDjFt8ToYTa6co26qbMWo2V0EMmugmEkj1CYHpYhaE7VNm6ErBTonRs1JZrm/r2gXmqgiNYGyCtS5wYaYloQ3T6KGf4ij3Qmas9fEKS2m125W2W5LCCG20lo5C6BDWFfGFlZTGoumRCmNMU0CNoMXxpiUxUYTQqSda7oVFIXG4SmrQKj8MGdjTHlaWINTAGGYsVqnJnmSsUKInWwzatmqDmjCRMZWVaDV0StmLLXUskKInUEGPJYY756/UFXDEwBAHSOtIsMTmvvGYZdpYDjFGjTeexSGmM/SvuIG+g/dST53iN7xp9h300s5+aXPk+87xMmQ0bnyOh4uLe080sozYqyxxhBy1+wEkNY3Wg02s8QQGJwOQgRrNcYY1Nge6QDGGOySUXyjV99vXAghNttKOVs5j9UKo3OqEFbNWAW4ELFWo7SmcmlWRW41ymgMlroO5EYRUCjliCoV5K08I/g4vFw4yNmp3FLkWbPzS3riENPPB7sSSMYKIXa6c13LZpmBMi1Zya3GBUW7MGTG4I1fNmOllhVC7BQy4LECH9L67sEAdIgB79NUvMHUQB8iqMkUzqxBOY8xqfDWWtO74FqK2UPYukdhDWXtmL7kWSx0+7RMm+NVi1kN3kVaLc3cdEEADsR0MiisYapt6BQ5SjUNqEIEDEbDTCdPOwV4Te38cMpfbtPPK5e6Rw32NI/NlrYy3VoIsZ3Gc9aFgG0GFAY5u1LGmhCwVqOBvJVBjPQqRwhw+EAbYsQFKGtPq5+lq50hx1g1kbP92lG7QLuwtHPL3HSLzKYczayliAYFTLVziszgfVwzY7OmM6DzYUPryoUQ4lw7l7XsIGc7rTalywg+gNJ0+27FjJVaVgixE8iAxwoG6xuHo8wBPKHZenA02S6NbseJ0fPMjjW5A9qtnDrbD+ogNtOEKnCqV7GQ1fgAnXbq6u99JM9VGhGPkczoNO0PRZEb2nlGVXuMVsMTQWbNsNu292mdY2w6OFV1OlkZnbb1cj6Sa03tRqP6G92bXQghzpXxnDVA0IPbRzm7XMYWmaWV22GWTbVz8lwTAuSZplPkLHQrFnoVMUR8MFizfM5CxGhNZjVTrRzv4xln7OB8UdWj1yo5K4TYLueylh3krFaaPGtRVWFdGSu1rBBiu8mAxwqWdrpWw9tHP0jdr6HdsuQhEEJqzWG0nih4IW2rlWe6mXJN2jWx2Uc8M3rYhKlVGGJIVwd1s87SNttu9SuH1tAq7GldqX0IVGNbI0LasWBwnxAiLsbTRvVldFwIsV3Gc1ZN3N5Mc14hY3Nr8eH0jMWkAQ+A6U6+rpyNNM39ItQunHHGgmpe72SDQMlZIcR2kVpWCCFkwGNFSztda63JDMOAHUy304FmrXka2R79/uh3058n9wefbuUQmBxNN3o48h0ilHXaarHrSiKqKfQNmdGpmB9TVp66me4HDE8Wo80SR7ePf7VYrlO3EEJshfGc1c1/R1Jerp2x+qxztl97vA+UdVoOU+T+jDMWUs4uzdh037M5SkIIcWaklhVCCBnwWNV4p2ulwBTpqmIasdarXsU77XeXGXme7uRUzp121XJ4YlIK5z39Kq1Xp9nOCwKVc+TWNs89mJ44ElLlzeBUstyofvrz2R4lIYQ4c+NZOZidsZ6MXfq7G83ZyoWUizHi0s621C5i9JllLDQ5u0yoSs4KIbaL1LJCiPOdDHisYWm4G62JEYIOp9136Qjz2tPrIoVbIPQW0O1pot03fIxB6IfRDTBY04hifDZ3jAyvjg5OMEar4dRCOH1Uf3AfmQIohNhuS3NovRm73O+u9PhajYriGJfJ2OYHZ5qxwLBh6WpXRIUQYqttbi27fMam/5daVgix/WTA4wysNJK8sRHmSHj8HroP3slg6LxzxQ2ow09rHis9mB48qErrw4PWhJDWmS993swa8KNR9qlWGhNfOqq/2ki9EEJst3OTsUlV+yUDEBFj1OkZ2zxBjOkKZxxbrLLujB1bhy45K4TYyc5Vzq6UsemxpJYVQmw/GfA4A+tZO77UYLpfauxkMOWJ0WAHQIx0H7yTmbmL8GYGAK8VSmsy63HeD+6GzjXE8dHt9Hr6lWOwjDJGlTplL+lcLScGIcROdzYZO2i2F2OzBeOSC5g+pGI8txofAkprjEnZqYhUDnIb8T4V8nlmNpSxg9cvhBA72bmoZVfL2GFTUallhRDbTAY8ztB61jUOLHQrah+onccHyKxiXz1PaLpXD8VI6C2Q758brmVUKpLZnJMLNVql0LdG06tcc0JJz2uMQmuNUqnBk9FKOlcLIXatM8lYSE34tFZpi9lmHXluJ4vl1C/ENDu9RDJbUPtAVXkyk7aoTXkdhjkrGSuE2GvOtpZt5XbNjJVaVgix3WTA4yysJ3wr56h9GG77Bakxns86TUf/semDSqVeHsM/KjJjqZwjs4P1i4PtGiPOj04AMQ7WNMruAEKIvWEjGQuj7RV9iFQuYHXKyvEtDCFlbhrsUMOGeeCoVZwYhB7PWclYIcRedDa1rGl6gCyXsaP/llpWCLG9ZLh0kw0aMi3N6tLM0LnyhtENTQ+P2NqX7r9CuC/tYD326xu6XQgh9oKJpncTt492IBjPzcGUbclYIYRYn5VqWWDFjAWpZYUQO4PM8Nhkg4Hz07JaadzBpzM9dxGU3TSzo7VveM/xcLdaY3SaQjhoAGW0wprReNWZrMUUQojdbqLp3cTt6QeZNRgDWumJKdtLC+hBzo5vdzies5KxQojz1Uq1rNZpCeByGQtSywohdgYZ8NhkubVUJlDDMOgzmxrmGa1QxQHoHDht1Hw89LXWtHJLCAFrDYqmiF9yAtjIWkwhhNgLhhnrBzM6Ug+P3A4GKtRp68vT7ZOFtdaaTpGhVLqKuVzOSsYKIc5Ha9Wyy2UsSC0rhNgZZMBjC0x38qaztR12tl5PiI+Hfp6Npgeu9rtyYhBCnG9GGQtTbTtcsrJWzp5WWK9ju0PJWCHE+UhqWSHEbiUDHltk1BhvYyT0hRBibecqYyVzhRBieVLLCiF2I0kgIYQQQgghhBBC7Dky4CGEEEIIIYQQQog9RwY8hBBCCCGEEEIIsefIgIcQQgghhBBCCCH2HBnwEEIIIYQQQgghxJ4jAx5CCCGEEEIIIYTYc2TAQwghhBBCCCGEEHuODHgIIYQQQgghhBBiz5EBDyGEEEIIIYQQQuw5drtfgFidD4EYQSkwWsanhBDiXJKMFUKIzSU5K4TYTjLgsYNVtceHOPyz0ZE8M9v4ioQQYu+QjBVCiM0lOSuE2G4yzLpD+RAmThDptogPYZtekRBC7B2SsUIIsbkkZ4UQO4EMeOxQMW7sdiGEEOsnGSuEEJtLclYIsRPIgMcOpdTGbhdCCLF+krFCCLG5JGeFEDuBDHjsUEZrjFZLblPS7EkIIc4ByVghhNhckrNCiJ1AmpbuYHlm1tXZWrpfCyHExq03Y0FyVgghzoTUskKI7SYDHjvceOgvdzKQ7tdCCHHmlhbWkrNCCHFuSS0rhNhOMuCxSyx3MjBGrdj9WkbHhRBiYyRnhRBi80jGCiG2gwx47AIrbesVWb7NtXS/FkKIjZGcFUKIzSMZK4TYLjJ0ugtsNPSl+7UQQmyM5KwQQmweyVghxHaRAY9dYKXQt0a6XwshxLkgOSuEEJtHMlYIsV1kScsukLb1ikvWParmdulsLYQQZ0tyVgghNo9krBBiu8iAxy6x2rZecmIQQoizJzkrhBCbRzJWCLEdZMBjF5GTgRBCbC7JWSGE2DySsUKIrSapI4QQQgghhBBCiD1HBjyEEEIIIYQQQgix58iAhxBCCCGEEEIIIfYcGfAQQgghhBBCCCHEniMDHkIIIYQQQgghhNhzdvQuLWVZ8q53vYvp6WmUUvzkT/7kdr8kIYQQQgghhBBC7AJbNsPjve99Ly972cu47rrruPfee4e333fffbzpTW/iVa96FW9605u4//77hz/76Ec/yvOe9zze+c530m63uf3227fq5QohhBBCCCGEEGIX27IBj5e//OX88R//MZdeeunE7e9617t485vfzEc+8hHe/OY389M//dPDnz366KPD+1922WU88sgjW/Vy18WHgPMBH8KyP6+co185KufWvK8QQohJ68nNQc72qloyVgghNkhqWSHEXrdlS1puueWW0247evQod955J7//+78PwGte8xp+7ud+jmPHjnHgwAEuvvhiHn30UQAeeeQRnvGMZ2zoOQ8enF73fQ8dmtnQY5e1x/tR4BujKTIz/POpboWu0+Gtao82mul2tux9xek2+nmIzSWfx86ykz6PzcrZtTIWRjlb1R4fIiYzTLczydh12kl/j8538lnsLDvp85BadvfaSX+PhHweO81Wfh7b2sPjscce48ILL8SYFJjGGA4fPsxjjz3GgQMHeOUrX8m73/1u7rnnHrz33HTTTRt6/KNHFwghrnm/Q4dmePLJ+XU/rg+Bqj59dDvPNEZrKudY7LnmvpHapftOtSyZNRP3Fafb6OchNpd8HjvLZn0eZ3ri2YycXStjgWHOjmcsjHJWMnZ18u9655DPYmc5HzIWpJbdbPLvemeRz2Nn2eqc3dFNS1utFr/wC7+w3S/jNHGF887g9vGZfnHszmHsv1d6DCGEON+tlbEwytm45M6DnJWMFUKIlUktK4Q4X2zrsOzFF1/ME088gfceAO89R44c4eKLL97Ol7UmpVa/fXywW43dWY/990qPIYQQ57u1MhZGOauW3HmQs5KxQgixMqllhRDni20d8Dh48CDXX389t956KwC33nor119/PQcOHNjOl7UmozVGqyW3qeG0vtxaMqOHt2sNuVXDKYDj9xVCCDFprYyFUc4OMjbdlnJWMlYIIVYntawQ4nyxZUta3vOe9/DRj36Up556ire85S3Mzc3x4Q9/mHe/+9284x3v4Dd/8zeZnZ3lve9971a9pLOSZwYfAjGmEe6loT/dyamcIwSYaluM1iveVwghxKS1MhZGOdsOlkgkM0YyVggh1klqWSHE+WDLBjze+c538s53vvO026+55ho+8IEPbNXLOKfWCvvc7ugWKUIIsaOtp6CWnBVCiDMntawQYq+T4VkhhBBCCCGEEELsOTLgIYQQQgghhBBCiD1HBjyEEEIIIYQQQgix58iAhxBCCCGEEEIIIfYcGfAQQgghhBBCCCHEniMDHkIIIYQQQgghhNhzZMBDCCGEEEIIIYQQe44MeAghhBBCCCGEEGLPsdv9AjaT1mpT7is2n3weO4t8HjvLTvo8JGd3L/k8dg75LHaWnfR5SMbuXvJ57CzyeewsW/l5qBhj3LJnE0IIIYQQQgghhNgCsqRFCCGEEEIIIYQQe44MeAghhBBCCCGEEGLPkQEPIYQQQgghhBBC7Dky4CGEEEIIIYQQQog9RwY8hBBCCCGEEEIIsefIgIcQQgghhBBCCCH2HBnwEEIIIYQQQgghxJ4jAx5CCCGEEEIIIYTYc2TAQwghhBBCCCGEEHuODHgIIYQQQgghhBBiz5EBDyGEEEIIIYQQQuw5MuAhhBBCCCGEEEKIPUcGPMSO8L73vY8f/dEf3e6XIYQQ4iycb1l+22238apXvWq7X4YQYhc733IT4Hu+53v44Ac/eM7vK8Ry7Ha/AHF+uPnmm4f/3ev1yPMcYwwAP/MzP7NdL2vTvOMd7+DCCy/kn//zfz687eGHH+blL385d9xxB9Zu/T+9P/uzP+Mnf/InabVaKKW4/PLL+eEf/mG+7uu+bs3f+8AHPsCf/MmfDG9b7v0JIfa+8y3LAT73uc/xvve9j8985jNorbniiiv49m//dt74xjdyyy238JGPfGR435e97GW85z3v4au+6qu28RULIXaS8y033/GOd/DBD36QD3zgA9x0000APPDAA7zyla/knnvuAeD973//uh9vI/cVYjkyw0Nsic985jPD/11yySX89m//9vDP3/RN37TdL2/Hc86t67a1PPvZz+Yzn/kMt912G9/8zd/MD//wD3PixIlz8Ao35kxeuxBi+51vWf6Zz3yG7/qu7+J5z3seH/3oR/nbv/1b3v3ud/Pxj398u1+aEGKXON9yE2Bubo5f/dVf3e6XIQQgAx5iB6nrmh//8R/n5ptv5hu/8Ru5/fbbhz974okn+MEf/EFe+MIX8rKXvYw//MM/HP7sfe97Hz/0Qz/Ej/7oj3LzzTfz2te+lvvuu4/f+Z3f4UUvehEvfelL+Zu/+Zvh/efn5/mJn/gJXvKSl/DVX/3V/Mqv/Are+y19rwD/43/8D17/+tfznOc8h5e+9KW8733vG/7s4Ycf5rrrruMDH/gAX/u1X8t3fdd38Wd/9md827d9G//yX/5Lnv/85/Nrv/ZrPP/5zx+OlgMcPXqUm266iWPHjq363Fpr3vjGN9Lv93nooYeYn5/nx3/8x3nhC1/I133d1/Gbv/mbhBD40pe+xLve9S4++9nPcvPNN3PLLbfwp3/6p/zlX/4lv/u7v8vNN9/M933f9wHr/4ye85znyNREIfawvZTlv/iLv8jrX/963vrWt3LgwAGUUjzzmc/k137t1wD427/9W77ma74GgB/7sR/j0Ucf5fu+7/u4+eab+Xf/7t/x1re+lT/6oz+aeMzXvva1fOxjHzunr1MIsbvtpdwEeP3rX88999zDpz71qWV//h3f8R184AMfANJM4m//9m/nve99L8973vN42ctexv/8n/9z2fs++OCDfOd3ficveMELeMELXsDb3/52Tp06NbzvHXfcwetf/3puvvlmfuiHfogf/uEf5ld+5VeGP/+P//E/8vf+3t/j+c9/Pt/3fd/HE088cc7fu9h5ZMBD7Bj/7b/9N77xG7+R2267jZe97GX83M/9HAAhBP7pP/2nXHfddXz84x/nD/7gD/iDP/gDPvGJTwx/97//9//O6173Oj796U9z/fXX893f/d2EEPj4xz/OD/zAD/DTP/3Tw/v+i3/xL7DW8tGPfpQ///M/53/9r/81DNKl/vIv/5Jbbrllxf89+uijZ/x+2+02733ve7ntttv4nd/5Hf7kT/7ktCL405/+NH/1V3/F7/7u7wJpavXll1/O//7f/5sf+IEf4Bu+4Rv40Ic+NLz/rbfeyld91Vdx4MCBVZ/bOccHPvABOp0OV111FT/3cz/H/Pw8H/vYx/ijP/oj/uIv/oL//J//M9dccw0/8zM/MzEz5E1vehOvfe1r+e7v/m4+85nP8Nu//dvr+oz+63/9r7z61a/mtttu47Wvfe0ZHzchxM62V7K81+vx2c9+dt09Ov71v/7XE1dv/8k/+Se8/vWvn8jou+++myNHjgwHSYQQAvZObg60Wi2+93u/d2KwYTWf+9znuPrqq/nkJz/J93zP9/CTP/mTxBhPu1+Mke/93u/lE5/4BP/lv/wXHn/88eEFw6qqeNvb3sYb3vAGPvWpT/Ga17xmoq7+P//n//BLv/RL/Oqv/ip/8zd/w6WXXsqP/MiPrOv1id1NBjzEjvHc5z6Xl770pRhjeN3rXsfdd98NwO23386xY8d429veRp7nXH755Xzrt34rf/VXfzX83VtuuYWv/uqvxlrLq1/9ao4fP85b3/pWsizjG77hG3jkkUc4deoUTz31FB//+Mf5iZ/4CTqdDgcPHuQf/aN/xIc//OFlX9NrX/tabrvtthX/d8kll6z4fn7v935v4sSwdNriC17wAq677jq01jzjGc/gG7/xG08bCf/BH/xBOp0OrVYLgMOHD/Md3/EdWGtptVq84Q1v4NZbbyWEAMBf/MVfrDo98u/+7u+45ZZbePGLX8yHP/xhfuM3foNOp8Nf/dVf8fa3v53p6Wkuu+wy3vKWt0wU6WtZz2f07Gc/m1e84hVorYfvRwix9+yVLD916hQhBA4dOnTGx+IVr3gFDzzwAPfffz+QMvrrv/7ryfP8jB9TCLH37JXcHPdt3/ZtPPbYYxOzNVZyySWX8K3f+q0YY3jDG97Ak08+yVNPPXXa/a688kpe/OIXk+c5Bw4c4C1veQuf/vSngVTjOuf4zu/8TrIs45WvfCVf+ZVfOfzdv/zLv+SNb3wjN954I3me8yM/8iN89rOf5eGHH17z9YndTZqWih3jggsuGP53q9WiLEucczzyyCMcOXKEW265Zfhz7/3Enw8ePDjxu/v37x82hBp8ue52uxw5cgTnHC95yUuG9w8hcPHFF5/z9/OP//E/XrZp6cDf/d3f8W/+zb/hC1/4AnVdU1UVr371qyce46KLLlr1z8961rNot9t86lOf4tChQzz44IMTz7HUs571rInmowBPPfUUdV1PnLguueSSDU3zW89ntPS1CyH2pr2S5bOzs2itefLJJ7nmmmvO6DHyPOfVr341H/rQh3jb297Grbfeyq//+q+fs9cohNgb9kpujsvznO///u/n137t1/jlX/7lVe87/v7b7fbwNS919OhR3vOe93DbbbexuLhIjJHZ2VkAjhw5woUXXohSanj/8fd25MgRbrzxxuGfp6ammJub44knnuCyyy47szcpdgUZ8BA73sUXX8xll13GRz/60bN+rIsuuog8z/nkJz+5rp1SPvShD/Gud71rxZ9/+MMfXnOEeyVvf/vb+Yf/8B/y/ve/n6Io+Pmf/3mOHz8+cZ/x0F7uzwBveMMb+NCHPsShQ4d41ateRVEUG3od+/fvJ8syHn30Ua699loAHnvsMS688MIVn3Ppbev5jJZ7HCHE+WO3ZXm73ebZz342H/3oR3nhC194xq/1DW94Az/+4z/Oc5/7XNrt9sSODUIIsZrdlptL/f2///d5//vfz1//9V9v+PUu55d+6ZdQSvGhD32I/fv387GPfYyf/dmfBeDQoUM88cQTxBiHNedjjz3G5ZdfDqRZ0o888sjwsbrdLidOnBjWu2LvkiUtYse76aabmJ6e5t/+239Lv9/He8+9997L5z73uQ0/1uHDh3nxi1/ML/zCL7CwsEAIgQcffHDFpkrf9E3fNNFde+n/znSwA2BxcZF9+/ZRFAWf+9znuPXWW8/ocV73utfxsY99jA996EO8/vWv3/DvG2N49atfza/8yq+wsLDAI488wu///u8Pl8YcPHiQJ554gqqqhr9z8ODBiSmA5/IzEkLsTbsxy3/sx36MD37wg7z//e8fDkjffffdK27JfcEFF/DQQw9N3HbzzTejteYXfuEX9uyODEKIzbEbc3OctZa3ve1t52xr2cXFRTqdDrOzszzxxBMTj/vsZz8bYwz//t//e5xzfOxjH5to/vra176WP/uzP+Ouu+6iqip++Zd/mZtuuklmd5wHZMBD7HjGGH7rt36Lu+++m5e//OW88IUv5J3vfCcLCwtn9Hi/+Iu/SF3XfMM3fAPPe97z+KEf+iGefPLJc/yq1/aud72LX//1X+fmm2/mN37jN/j6r//6M3qciy66iBtuuAGl1MQUx434qZ/6KdrtNq94xSt485vfzGte8xre+MY3AvDCF76Qa6+9lpe85CW84AUvAOCbv/mb+eIXv8gtt9zC93//95/zz0gIsffsxix/znOewx/8wR/wyU9+kle84hU8//nP56d+6qd46Utfuuz93/rWt/Jbv/Vb3HLLLcNm05AGpu+9915e97rXndPXJ4TY23Zjbi71mte85qx6IY1729vexp133sktt9zCW9/6Vl75ylcOf5bnOe973/v4T//pP/G85z2PD33oQ3zt137tsGfSi170Iv7ZP/tn/OAP/iAveclLeOihh9bdVFXsbiou1wJXCLGr/H//3//H4cOHV7zqKIQQYvv8+Z//OX/6p396Wg8lIYQQq/sH/+Af8C3f8i1nNIv5W77lW/i2b/u24UU8cX6SGR5C7HIPP/wwf/3Xf803f/M3b/dLEUIIsUSv1+M//If/wJve9KbtfilCCLGr9Ho9HnrooXUvO/nUpz7Fk08+iXOOD37wg9xzzz189Vd/9Sa/SrHTyYCHELvYr/7qr/La176W7/7u7x42ZRJCCLEzfOITn+BFL3oRBw8e5DWvec12vxwhhNg1jh49yotf/GKe97zn8dznPnddv3Pffffxute9jltuuYXf+73f49d//dc5fPjwJr9SsdPJkhYhhBBCCCGEEELsOTLDQwghhBBCCCGEEHuODHgIIYQQQgghhBBiz7Hb/QI209GjC4Sw9oqd/fs7HD/e3YJXJNZDPo+dRT6PnWWzPo9Dh2bO6PckZ3cn+Tx2DvksdhbJWHEuyOexs8jnsbNsdc7KDA/AWrPdL0GMkc9jZ5HPY2fZrZ/Hbn3de5V8HjuHfBY7y279PHbr696r5PPYWeTz2Fm2+vOQAQ8hhBBCCCGEEELsOTLgIYQQQgghhBBCiD1HBjyEEEIIIYQQQgix58iAhxBCCCGEEEIIIfacHb1Lyxe/+EX+8A//EO893nv+1b/6VyiltvtlCSGEEEIIIYQQYofbshke733ve3nZy17Gddddx7333ju8/b777uNNb3oTr3rVq3jTm97E/fffP/zZtddey8/+7M/y8z//83S7Xbpd2U5ICCGEEEIIIYQQa9uyAY+Xv/zl/PEf/zGXXnrpxO3vete7ePOb38xHPvIR3vzmN/PTP/3TEz//5Cc/ydvf/nb2799Pu93eqpcrhBBCCCGEEEKIXWzLBjxuueUWLr744onbjh49yp133slrXvMaAF7zmtdw5513cuzYseF9XvjCF/JLv/RLWGu56667turlCiGEEEIIIYQQYhfb1h4ejz32GBdeeCHGGACMMRw+fJjHHnuMAwcO8Ld/+7d85CMfIcaIc46nPe1pG3r8gwen133fQ4dmNvTYYnPJ57GzyOexs+ykz0NydveSz2PnkM9iZ9lJn4dk7O4ln8fOIp/HzrKVn8eOblr6ghe8gBe84AVn/PtHjy4QQlzzfocOzfDkk/Nn/Dzi3JLPY2eRz2Nn2azP40xPPJKzu5N8HjuHfBY7i2SsOBfk89hZ5PPYWbY6Z7d1wOPiiy/miSeewHuPMQbvPUeOHDlt6YsQQqzGh0CMoBQYLbttCyHEuSQZK4QQm0tydvNs69E8ePAg119/PbfeeisAt956K9dffz0HDhzYzpclhNhFqtpT1YHaBao6UNV+u1/SuvkQcD7gQ9julyKEEMuSjBVCiM0lObu5tmyGx3ve8x4++tGP8tRTT/GWt7yFubk5PvzhD/Pud7+bd7zjHfzmb/4ms7OzvPe9792qlySE2MUGAVu7iNFq7PaID2HHj45XtcePTVM2OpJnZhtfkRBCjEjGCiHE5pKc3RpbNuDxzne+k3e+852n3X7NNdfwgQ98YKtehhBiDxgErA9pNNxrRW5HARvXXu68rXwIEyeIdNvuOLkJIfY+yVghhNhckrNbZ2e9GiGEWMN4wA7GwkOIE6Gr1DK/uIOsdBLb6Sc3IcTeJxkrhBCbS3J2a8mAhxBiVxkPUq31cApgbH5gtNpxI8tLrXQS2+knNyHE3icZK4QQm0tydmvt6G1phRBiqaVBmlmDCQFrNdboHX+CgNR92+i4ZN3jzj+5CSH2PslYIYTYXJKzW0sGPIQQu8pyAZtZsyObJK0mz4xsQSaE2HEkY4UQYnNJzm4tGfAQQuw6uyVg17JbX7cQYm+TjBVCiM0lObt1ZMBDCLErbUfA7oUTkxBCrIdkrBBCbC7J2a0hAx5CCLEOu2WvcSGE2I0kY4UQYnOdrzl7fgzrCCHEWVhtr3EhhBBnRzJWCCE21/mcszLgIYQQa9hNe40LIcRuIxkrhBCb63zOWRnwEEKINeymvcaFEGK3kYwVQojNdT7nrAx4CCHEGtL2YUvPCJEYOS+mAgohxGZaLmMHf3Y+SM4KIcRZOp9rWWlaKoQQ6zC+fVjtAqCa/z9/mj4JIcRmWbpFo/eRqh4V4ZKzQghxds7XWlZmeAghxDoZrZed+ne+NH0SQojNZLTGmlSanq/N9YQQYjOdj7WsDHgIIcQGnM9Nn4QQYitIzgohxOY53zJWBjyEEGIDQgzNmvLJs8L50PRJCCE2W9o68fSMBclZIYQ4F863WlZ6eAghxDpVtccHiDGmE4VW5NZgtMJoGT8WQoizkTI2FeAhBHyA3KY15ZKzQghx9s7HWlYGPIQQojHeMG9p6I9fccyswYRABIwZFeRb9VqEEGK3Winbls7qyKwhhIDWYI3elByUnBVC7DVSy55OBjyEEILJK4twerfqpesadRPcWp37AF/rtQghxG60WrYtt3Zca91spSg5K4QQa5FadnkynC2EOO8tt158abfqldY1nuv1jut5LUIIsduslW1blbHreS1CCLHbSC27MhnwEEKc99bTrTpdZZw8I2zGesfzrXO2EOL8sFa2bVXGrue1CCHEbiO17MpkSYsQ4ry33hHvPDObvh5xK69yCiHEVllPtm1Fxq73tQghxG4itezKZMBDCCFI3apjjMP1jCuNeG9206U0+h6XrHvcu52zhRB736C4hgiMKt7lsm0rsk5yVgixF0ktuzwZ8BBCnNcGTZWUUoSYThZFbra18N2qq5xCCLHZJhvXpcGOzOptzzbJWSHEXiG17OpkwEMIseetdxtEoxU+pH3J05+3L5yl+BZC7BbrzdiBEAMajQ9BclYIIdZBatkzJwMeQog9bSPbIFbOE0IENCHINoVCCLGWjW41WzmPCQqjT7+/EEKI00kte3Z2xrCLEOI0PgScD7JN3lnYyDaIPsTmBDFaYS7bFAqxd0nGnr2NbjU7yFm1wv2FEHuL5OzZk1r27MkMDyF2oNVGcsX6rW8bxNRUKTY3Gq2GzZ5WewwhxO4lGXtubCRj0+3xtIxd7XGEELuX5Oy5IbXs2ZMBDyF2mNVGcnfKWrjdYiPbIGoNWnFaIS7bFAqxt0jGnjsb3WrWGPB+/Y8jhNidJGfPHallz54MeAixw6w1kivWb73bYqX7aRRLr0acyRZaEdU/SegtoNvTxNY+4Dw/0wixg0jGnjsbydhEU8Wzz9md0vlfCLE8ydlzZ3tq2b2VszLgIcQOs56RXLF+G9kW6+y30IqEx++h++CdDB6kc8UN6IuuQwY9hNgZJGPPrY3m5tnmrEyTF2Lnk5w9t7a2lt17OSsDHkLsMOsdyR230WDbS6O2a9n89zqa0WGMYuHhe4iDRlJA98E7mZm7iNia24TnFkJs1FZk7Jn+zm60Ve9z0PywdhFFJDIYRt7+7W2FEJOklj23tuK9Dp4jxEDtwjBjtda7fjmSDHgIsQNtZHR2o6Owe23UdjW90uF8QCnVnGjP9bGZnNGhygWy6TkqZQjeoRRoDaG3gJIBDyF2jM3M2DP9nd1ooxkLZ3c8fQh0+zVKgTVm+PuZ3Z1FuBB7mdSy58bm17KTv9Mra3wISzLW7OrlSDLgIbbU+TQae7ZWOj7jxzD9ef1Noc6midRu++x6ZU2/GnXH81qRW3Paex0f0fYBQginXTkEln3vqn9yONgRYwRt6T14J61rnks5f5IYIxGVenlszdsWYtf9W90u67nSOMiFyZ+tnpnnS85uNGMH56za+WWvHMLyOTt+PMc/D6XSji8+REIMwM4+XmLv2E3/Treb1LJnZytq2YmMDYEQwfnJjDUhoNTOP14rkQEPsWXOp9HYzbL0GMYYUcssiNxos6i1Rm1302c3mPZcuclvKSEMtuwau0/t0Uo1RXegrNxEZ2uj42nHePy9h97CxMELOsfOHABXpd/TmvYVNzSNS4XYfLvp3+pONX4MB4VgbieP4WqZuddzdr0ZGyP0qxpQw8GNqnaMf08ZXDksK79izo4fN600WnucC3gfUWisNehdXIiL3WW3/DvdyaSWXduZ5myEDdey48ctkpYeOSLeexQarXUzu2T35qwMeIgtIdtTnb3ljmGMkRBTOI1bet4YH/ldzkr3Vwq83z2f3fi057J2eJ+K6cHxiTFSO0/l0vrE2gWMhlZuQUUqF8lsHN5/cKLJxr7sjL933Z5OB6k5W7gQoThA64qbyJzHtKZRMweQhqViK0jOnr2lx1AxKjDHc3a5xnsbydnTr27ujs9uPGOd89Q+vb7BVOtBxoKiVznKymP0IEP9cHbG4Fj6EME7tDKYieMzeu/jx001/4vNf8WmyJdGiGIr7JZ/pzuZ1LJrW28tu1zO+uCpHRuqZZdmbJqFp9BKEWKaO1fkO3NgaL1kwENsCdme6uwtd6y01mkpxZilTaGWjmh7HzBGr/v+vbGpdGu9nu00fhKtXcB7cC4QQuqjYY1uZnKkLzAxpi8x3kfAUeQGrWmOZzMJUIHWp1fSg/ceW/voXHHDxK4s7StuYLE4TMjT72Yy2CG2iOTs2Vt6rHTTeG88F5ZrvLeRnF1637L2u+KzG89YRSqY6zrgdcq6mki7yJqriBHfjG5ULhKjh2Ya9WmDE1FhzMo5u7T5YQSKTA3Xl++gQyT2uN3w73Snk1p2deutZUE1NWwYq2VTFkfihmrZ5TLWmvRcg8fc7WTAQ2wJ2Z7q7ClFM40tDq+mwWjU1TXF5XjhuNxIujEaY9LU4NXW8Q0tc3Vz8Hp2kkFwh2adotZgrSEGjw+qGe2GqnYopQgh4AZTBVVAKcitQWuNVgyn/qllyunRe1foi65jZu4iXHeekHUo7Sw6Rszwiucmv3EhGpKzZ2+5nM2sGWZmiAGt1MRVwY3k7LJXiH1Y9xXL7bQ0yyIpY42KBCLEtOa7dn54/Lx3OA+D6dZeRWaniubx0n3yTOGX+S4y/t4HzQ9rB1OtfOL3JWfFVpGMPXtSy65u3bWsS0uyl9ayVisyo8kzu4Fadu9nrAx4iC1xJttTiUneR8JYiHutaOcWozVV7WmykSqE4dq8lQJKKz0cuR237Mi7USwd3N2Jn90guCPpZKpVGuVWxpAbTSs3aXp6hOADobmqmNaB0/TyUOR28ooBsMbfW5W2nM1ncXXANLctfV1CbDbJ2bO3Us7m1jRXDMHTFORnkLOr3Zcd/tmNZ1la560hBpQ2WDU5HT3EZibd2AIUrTWDGdXpvqmQzq2hikvX1p/+3o3WYCEOB4ckZ8XWkow9e1LLrm68loX0dy54T1SGVjZWy4aIh9Nq2YjCGn0GtezezlgZ8BCbZmkn5I1sT3U+Wc8xGYxWZ9Zgxjsvq0hZO5wLEw2KBmvzNno1YqXbByPvO/2zizFS1jW1G/w5NAWKGsa2VuBCgOakkJl0Qs0zm04k6vT3uZ7PSAohsdWW+3spOXu69R6PrcjZ1e670z+79HrSwMQgZ9NLHFw5HeTnIAPjMGONSV9MWrlF69HSlo3+vZWcFVtNatn1kVr23Ek9TQLOe5yHSBzOLFSYsfvENAOEyZyd6eRSyy4hAx5iU6zUCXm3/4M51yZ3A4ho5Sny04/TRJf65me184QqjcI6n0bCxxsSxZjW3xkdqVwYTR+2emNBZ1a+/04xOI4hQowaRcBaDWjqZqqfb6YzKqUocovzgTzTWK2Hx3Slk8BKWywuva8UQmKrrNZtXv7ejSw9ThDI7OlToGFrcnatjN3Jn11VpyZ5PkRCUGgVm+0RI8FHqtqTY1BKoWJIU6p1TFPOGR1Tu8I5Zbwodz6smKGSs2KrSC27PlLLnhuD46iUIkaN955srJZVjBqQKqUwqpnlUqiJnJVa9nQy4CHOOelivT7jx6lynjBoFhRT2I9vlbV0tHowHdDoNO0trfXTmBAmvryP3z/ENEKc+i2vbGnQFTt0yy4YFcaDqwIxpvWZJh+tubcalB5N5dODKdTOY7UaHq/BCPZqIb+eLc3k77jYbJKx67P0OA1yNgQ9bEa6Vs7WzmOtGc4Q8yGedc7utowd7Iow2GFFq6aZnQFjUud/pQIhjA6GtabZynfUOA9GU6tXGtBY77aR8vdcbDbJ2fWRWvbsLa1lIeVssaSW9SHifGgal45qWaOkll2LDHiIc066WK/P4Hikq2WjgzPoQTF+Ul2ug/LgxAAQYsS7wUjwZOD1Kjd8fB8jvcphzOrT07Yq6JZuzbiR0eRBYDsfhlcFBoEfQkCp1NCqyDNcCDjnUFpjm4I7NSid3DWg26+JMY6dOEYnASl+xE4hGbs+48djPGfj2G2r5WxZe0Ic/V5oivDR2uozz9mtzIzxQYvlGvytZLwodj4Mv8AMmj5Hml1sjKbIMioXCcFP5Gy6/yjbq9pTuVFPD8lYsVNJzq6P1LLnvpYdz9nxWrZX1eBS9kotuzEy4CHOOelivT6jYJwMnsFhWnpSHR+txseJdY7WpGnFWkOejabtOR8mTkCQGh2lUN3eYBsvpivnUYz2CF/pqt7AxPaIatSMyejUDKtykYyYGi9FD0pRuQh4vPcUmSWzZji1ulc6uqWjqlwaNc8MrdxOnATWKn722vQ/sXNJxq7PRJPNsX/A44dppZx1PmCMGeYLDL6gKzKrJ5Zl7IacHVx5He46s4GMhZSzzgdMSO81xNjsvhJReCIR53wzC2SUs4PzkQ+B+W5NWaVdslQzSyTl7PoydvC6JGfFVpCcXR+pZTehlh3L2ehTLeu9SzkbwFWbVctGVP8kobeAbk8TW/uYPGPuXjLgIc65vdrw5lwbHafJ6b7LTeMb/52BSk+eADKrya097Tgvt/3XdhuEfAgBF1KhrPVoGuNao83jVxRijMNJ0675/SKHzGhCTOtDVQxoDSGA86BUWsefThA1p7oViz1H7QJGK4o8AJFWng2fa7XiZ73TsIU4FyRj12f8OA2KyfGMhZVzNkbILc2shdFxtkZTZKeXTjs5Z2vnUw4Cg+nioNeVselxRjnrQiCE9MXEmFHOKhUnNj10HoxpvgTUnsV+ythe5VAoitxgTQQimU3b1K71BVNyVmwlydn12apaFnZezm5mLRsC5Fk6Ds4HQhwc17hJtWwkPH4v3QfvHE5R6VxxA/qi69gLgx4y4CE2xV5seLMZ8sxgmq2yJqefrX5SVYphs7jx8D99feRg+y+AiFcRrRU+mCaoU6hqDbndujiIzUDEaBpfxOjRNMbBfVai1ORa0cHbtkYT9ehEOJiGzTLHSylF5RyV89QuTpx4nAv0K4/WCmMsoFcsfga/M+58mB4otpdk7PqMH6e0e+FkUb7ScRtk6dLcGHT5H7dazlbODbNlpWadm2WQs2XtcT69iPGcXStjYeWcHf/C4Xx67+PHKqTYpaw9sWkYHSLNlpMpY7VSVC6kq6Jq9S+Y5+s0bLG9JGfXZ7NrWWt001NpsLzQo3XqcXE+1LIxpmMS2bxa1lbzzA8GO5oX3n3wTmbmLiK25s7NAdtGMuAhNo2cGNbHaE2nNWowlNZZq1ULuUFgJaMrl0s7MIOildum6A10q0Cn0JSVZ36xRCk1nHpXmcB0J9/Mtzp8XSmcQ3NiU6RtDdN7N+jhl4fVCoyl481p5FvhXHqswWMrpVDE4X0qF1Ax4n2gds3OA02zU0ij5rVzaKMofMR7qKJvtq49vfhxg05+S8g6X7HZJGPXZ3CcrNHD5SoAxqx81Wq8KEzZoJYt3lfL2cVeRVWnK3CZNWitaOd2S2YljOfsIGPT7SlnVWDVjE23TV55NVqBSsfEjh07pRRag/ejjA0hFdz1YNcBBs1OU8bGGKmdwxiL95GKMJyxsdwXTOmnILaL5Oz6bFYtO5Bq1ZSxlYtkBrp9J7XsOaplw8LC6YEaI6G3gJIBDyHEuWK0bqbsgqcpyFeZsrvWlYdBbmXWgIrUPpLZtDtB7QK9MpBZNZx6WPsU3usdHT+Tqx7D7WPD6PetMUQDIaZO1LXzqRlegCoElttGMkZO28c9jWanUW/nA77pYN3KTGqE1Vxl1Ary5jjEEFFKg0pTq402ED0RTW40xgyaPI2uJC59r7LOV4jdw/vYzDJI+XI2GQsr5ywoyjplEoSmCNWpOF6j0d7E6z0HOTs+0KA1KSdNHGas0RFj1GnPk1lNCHoiY72HGAN1jMOMzZttE/vRDQc7rBnlbO0dimZbSJ92blEqoI3BjvVJWW3GhuSsELvDua5lYVTzjWes0Yq6TgMgUsuefS2r29MMO0wPKJV6eazrqOxsMuAhxA5xJlN215oqOKCVxuhBqCu890C65jf+jGH5yQqnWW4t9XjBDKd3qZ5ozsRoWp5SinaRRuO1jqQpd+lBVtpGcvAc47uy+BCHzQRxaXcFVGS6kw+v6jofYcl0y8xqtIJyuHVt2nXAWjVsgJpbs+KVRFnnK8TucK4zFlbOWWBYOI7nbIxx3bMSluYs+OGuJ4OHX1qkr5Sz1mjyTKXp5mrUVA+gV7klW3SPcnZpxkJaVz7YHhIVyZueJsYoTOVSDo89XmY13gdauQZiWl9uLFrp1IwvhFSgs/KMDclZIXaHzczZpRkbl8lYkFr2TGrZ2NpH54obTuvhkRqX7n4y4CHEDnGup+xONOwjDXRYk6a7hWa6cpqoPTI451TODddDLrXcyaxfueEOBoNR7dT4LxXa7cJOvI9B4KfXqYb/01pRu9A8z+rbSC7d2kw3jzG+HtL7SK90w5OHUoGyisQwmvaXW4MpDFMxS2sg61FzKEjr832I5KtcSZR1vkLsfJuxLGKlnFVKU/tUho/n7GCHkvGlNX6ZZXFLc3awTtwHhlvCDgptrTxFbljagX9pzlqjh+u+R8+TcjbqyduW5mwcPqZq1suPMraq/fBLgtYKHQbvOhlkbIxpzX3tIsRA7ZvzURgtHVptxobkrBA732bmbAiD3Uwi1kDUqU+S1LLnopZV6IuuY2buItmlRQixeTZjyu6oQEyjyoMAzaymXehm7XVzFc6kztgL3Yp6rAA/1a0mHnPpSWswIq1UHAaq8z7tHa5VU9SfPp1xMI3Pjm3x6MeG5dfaRnKiGWFM68crF6hqP2x85ZynJhCCxjVfSAYnOasVRZ5hmumCkE5sVofhl4sBvY7iWopvIXa2zVoWsVLOFplCoYZLCbVW5Fan4rVyw2J2vldT1X4iI8dzdnx2hfeeQTT1Kzd2/5gydUlfkqU5C1DVp+fs0kOwNGfTFrRq+LyDgZOc0QwR1xT23odmdkjK1syaYcY6H1CkXWKUGuVsjHHZadZLSc4KsbNtZs4ak3pZ9LUfZtZerGXT7lph1Jh0y2pZRWzNoVpze2IZyzgZ8BDiLJ2rK07LTdmFFIpn04l+vGGfMVA3Texmp3KWdraunJs4QQDUtZ9YD7n0pDV4tUopIoOTBM2Wg5O7mBitJt5fZs3EyWOlbSQj6WSjlJoYnR6cWDSanksNAl1zVTUoyJrHds3Jo64dxqTmgbWP2BBpF6MYHLy3pWsql9uZYaeRK59ir9rMjB3faeRsHn+5nC1yw75pNbFLC0CvHF25A5qmc36it8d4zk6cEZo11oMu/YPHjKScTY+xVs6OjsFgcHg8Y5fOtBhO5faebr+i9qPHqVxz/GBYoHsfUFqjY0RryJa8/PHXNcjZPNPDYn2nkowVe9lOr2UHj91ppWUae7WW9XjK2g1niCgCQaemrFLLnjkZ8BDiLCy3/m8jHfiX/sMeH+mtnQdG0+I2+thLn6esfDO9bVC8jtZeD6y07nH89qUnsxBiWmNICtThFcOxs0m6fX1TkpduI1m50ByL5iTjNWYwXbEeTPMeTXXMbHq+ENOIfWrS6iirtKWZDZ4i12nKufNUTg1PgOPvbb3bqu0EZ/v3UIidajMzVqnBkoxRwJ3rnCUqirHHG26VvURk8orjeBbl9SlUbx7dmibYfVRhtCXhwOC/1pOz4z/PFfT6cZixzZNjxornYYO+CCEqYgwUWZq14nxqipquSDLcOrLIwVjTrB1Xw8GcpeePwfTxnT7YIRkr9jKpZXdGLZve46CZqWpqWZW2u21mdEgte2ZkwEPsCOPBsVucSWOmcb2yHq77Hm9iNJoON3kwVnrstUK3qn0Ths16wqa4XO7xXAiUtT+tqd34w/oQ0M32hM4N1g+mwNXNOvEQ/fDK6aBz9uCzXc+xGY52a4VSaQnO4GhUzoOKzX1G06EHz5VWdypiiIytPCc23cJRil7pMTpS5CZ92Ymj6eS7bZ342f49FOeH3fR3euBs/24Psm9wdWtwFW655nOrPf56jt16czbEQO0Dde3TriVNTqb+H5PPZwyYp75A98E7Cc3ehu0rbyDuu4bIKBMHGcvYY6x3aUjlHKj0XFppQgygGF4JHT9GadmMRqmxKdpKEWKzQwBhmLj9Kl1xLfK0PYxW0Gml55SMFXuV1LJSy47baC0Lg+V9k7UspAFnpaSWPVMy4CG23dIRvbL2q9x75zibxky90tGvRu/T6AjWDP9hl7WjqgORSGbM8ESy9LHXGg0dBMj4r403iBt/vIVuRb/2lLXHuUgrD3RaGVlmCM2o8eQodCSEQGZNOon4tCY9yzTWpCLYaj28grdcYK0UxoPncT7gPaBHzzk4xkaPrnCGyHCaYCs3gMLGtBYzRgUErFYEPRjJh9yOTipLQ3WnnxjGbUaDMLG3LJcTu8HZ/N32IdCv3MT7Hi350MOfl3UqaAdZtfTx13PFab05W9Wexb6jV6bpykZ58txgjE5Tj7WeeD5bnaT3wJ1p3XXTcLT/4J20bzyMzvfhfUArteYVvNVytqxHzVMr7zBG42l2QYip8B++p2HOaqzVaKXIbJrx4XzE69EVVNUcq8GXhRglY8XeJrWs1LJnW8sOZiz7ECdqWaMVWqUMllr2zMiAh9hWy47o+cBuuHJypo2Zxrvzj25L09Vi1MOw7vZrQoDMOjqtrDkBLL/94PjjjB+7QVCc3pAuXfMcvNbKORbLuglPg1Jpy8Es08x2cp5cLE97vtisIx9Ms/MB+pVHlY48t83jDK4cKirnJtaye790jWfaozzEgB8OYKcXmK7SjtamKxWb4I/DRnkhRlztgUA7z8izdDW3cg5VQ25zKhfSydlqrDUTV0Z3a/G6WQ3CxN6wYk4sszPITnM2f7edX/59p8Iz0q8ci/2asgpYk66GtXI7se3req84rSdnfQgs9GvKyqOVanpvRDKr6OSGurkaN/F85QIxBKJOjfpiM+BQLZyi2+5gjKadm2FuaqXoVTUKNVrLvqSwH+zoMvjzcNA4pF1T0hVHRYjpC5u1ChjtGDDKWU07z8isxhhDv9lBIMRAv/RULmKHDfTUsl9ydgvJWLEWqWUHt0kte7a1LIBznn5Tyxqj07JIlZZfSi17ZmTAQ2yrnXrlZHwrq8FWf0tHbldqgLfWyS091un/giNQez9stDTYeqt2aX21zu1pj7PS4w+M7/E9eK0hpAZIEIevtXYB59ISEIUiM3rYbX/wxWjp8w3eg2uaRZVV6pORWU1Z+WYkXxGjwgVPVTu8jxijmw7+msyk7tqDdZlGAyrtJT5+jAYnggrIDOkxfaDvPLH58qAApXXzfKNGebm1EH0zYp4aCnqf9iPXY5/Vbi1ez/TvoTg/rJQTYZszdrxYViotpzhXGbv680ZiCM206NRbwg2/6Pv0BX6NwvH0LEz/v1rOlrUjr05hywXIp+iZaUDRDouURxZQMSdmM5MPXEwPHzzGONxFwGdTON/sIJCOCqA41e9Tu4gi5SyqopXZYcaGkBre9coa1Gg5DaSMHeyuMvhaEUjrx6vK45sGqcvlrNFphooPEYPGtDS581g7uqI7fpx2G8lYsRapZcduR2rZQS1rNRR+AVstYvMO87GD86vXsiEE1GB5jY8UmtFsF6llz5gMeIhttdw/zODTyO52rTkb38oqFZSKqXYOnD7NbqU1cqutm0u3KbxWE53605S0UXFrjUarFNzGpA72y50AllraXX8QIJk1+Mo1Xfg1oFjoVVij6ZajjtAwOln4EClrT1X707Y7HLwHBt2sm+nigynQZe3TVUyrqV2gX6Urq5lNjxlCpNPKsEZT1jXeK6xVOO+onGOqyJoQD8SQ3pgPEQ3Dwj00jftcmitIkTXbk6nJKwQTTfqy/LQR+d1evO62tZpi6yybsSFs69XHqvbD5Sau2Wa13cyuWG/Gwuo5a03aBnY8Y7VOV9bqEId9fwY5azTYZgvVgfVecVorZ+uFo5invkT/wS9QBUNQiqmrnwkh0HvkbvLpFr2ypn359XDgacPHdfk+2lfeQPnQXRAjAUXriuvp6unhlgJlPVh2oqjdaAaLVp7SBTLryG1qjhdipKzS4E5ZB6yOdFoFo4xNBTQxQLNUxVcp22OM1LVDKU2rsMMp1oOcnfycRgMgo2MkGSv2LqllpZZdWsvG4JheuI+FR+9hMI7cuex65meuxvm1a9nBaxt8DlLLnh0Z8BDbaumIXu08LgScC2mNs1a0i2yNRzl3xreySsU4QKT2jszYZaczL/0HudZaxMF7HjRbGpwQ2kXaSgtGI+JaK5pedWnUV218VH4QIM6H5gtFCtBuv6JfpQ77aWTbo7UhxkjlAlOFobCjqc/LbXfYzi2oSAiOwmrcklnyMca0hWJThEOaKtjt19SDEXeVrrB2CkuM4F2gqhxWa/JMNWswddp20UeqOhKIWAV5ZtP2YT40J4rB9Ok0Ur5014PRf+/OJo6r2QvvQZx7y2VsBJwL9Eq35RnrQ+pUP1inPNgcpGryHvSaGQvry9l2bqmarVKVUumLv1G4ZjvDwahBJGWuUnHFInt02/IF5Uo5y5F7qI49RPml/0sMgWLfIcpsDo49hD91FGNzlAZipPfQXbRnL6Sys6MHPvR0Zg9cgu/NU6oWp0Ln9Nk5MS01SVcy0//XwdNmAbPQRXdmOOVbgE5TsEMghkjlA0al2R6pmV46H/WriGmamQ5mdaT3FoEAypNZNRwcGuSsZKw4X0ktK7Xs0lq2HRZZuO8OMqMwRhN8pP/wXXSecZhjvi217Ao26z3IgIfYduMhprUGpYZdmGsA1MT+0mdrtXAIYyE3vnVgCKRZw6w+RXG9a75XGsXMraUyAQh4DWXlsSaNlrummDVjL3m9o/KDqYxBN8fVebqlx/s0/TmS1ojbpui1RtFpZxPT5NKI8uj5BmvGU6NQSx+IzuPHpk8CoBSxObAhhFQEhLSNbO0jrjkxtyxUUdOtPTGmqXxae1Dps4jNGsoYIypElG6KbR/SunWlKaJujldzYosB55f/rPfCiUGI9ViasSEESuepXdiUjIWVczbG4eSEiYyNMY7dvvZjrzdnjVGnvY7B7IPB9GOlBj0y1Lozdrn3uDRnY/cY81/+PFPTbWIIKKA++STF4Wl0qImxQpnW6MliRFdd8vbc8HEBaj2LymehDqhuOTyAw5xVCuL4rlSeud6DLN53J16lbQlnL3s6x4orMSp9CajqSJFpSudRKqCMoZXZtJ692alFka7cuhDSunUURun0OsdGhsIKOSsZK84nUstKLTtey2bVqbQUMSrU4FiGiKoWMbYttewWkwEPsSMMQszhTmum587h1Ou1RqzHn2L8CuDk7aP/XhrGG1nHudL7me7kaUtAl6b+2WZt4GBE2ofROsTlwm+l9zj+uuuxUWqtddM8SVNkijzLcM6nJkljBr8/2kkAPIN91dPuKKPmeaPtyEKIzeyMNB1akU4WedasQYwaV1b0KtOMsEe893QKQ9Xstx5CQGuD92H4c92caHyAGNKpLhCwJl1F8d7jtR17jeduP28hdpuJjF1SyJ7LjIXVc1apUeO58YxVSo3dPvl45zpnBwMhtpmlYBQYY9adsau9x1HD0wj9hTQQofN0EgnpKqSONbZooco2E/s4KIVuT6Oa5zv9ORQznTxtZ0iaDj0o5LWCWbWArxfJC8PxR76AIjQDE4H+g/cw8/QLWHBT1C4SY6CsIzZLVx418P+z92+/dlzpeTf6G6eqmod14FmkRFKUutUipbbs7o4dd+zE3t5Bvr3hhmHECDbixEAQIIiRXOQiSGzAsXMRI/BFgFzlD3DudgAjThwEyfdl2/k+fHZiO30UqUNLlKgTJZ7XWvNQVeO0L96quQ48iKQoiqLmY7i1OOdcVaPGXPWMt97xvs/TtpnKaTSyUxljkMqRKA8SkDFOrtN2rjGyjuglzy6xBMtYdie+6LFsaYdybYiAbQaxEzcDWr+MZR82lgmPJT4T3CqTq9T2zt9O9Or0D+KcH5ex7rPSPkoJYjZ0wkdyq+wss7sVGe/tDdy+hnsba2EtWiW0utlJYVb7xcPBTs/zndeYkpCrnHa7RNxoEY3qxe+cVSKOlERN2hjxNTdK7cqI77zu252jH0OfMY9RPl+3AWsNZSmBd2i2x9v4hAZGwxJjZYfVqIxXitRl652V3ntpZ4mEGNBKszmvscZQFY6UM6PSYpTeMaYuM77ogXxwft5LLPF5wF6e/bQ5tj/nnXh2p8AlQDYioFrYW9v+fVo8a7SmsBbFvXHszmu8Hc9CJMSILkayyzudsHLyeeZv/wCFRrsKe/Ak9sBxZu+cWwx+eOIMuVpbnKNvP+rHEVNeuE+FmPBhm9/05deZXTgr3B7mrI9WuZELgm+77x+KXIMdU2lF7cUJoMga6zTagA+ZNmSUSsSQmDVi2+ucxWiN1nRWtNICgxK5jyXPLvFFxsPm2WUs+/mIZecM2HfqDO17r5Gz6JcMT57hWhzS+rCMZR8ylgmPJR46bpe1NXq3ajxsi8w9CNXhu81Y91nplEBru8h27y2z22n1J72CUBU3E9D9igjd6pp7ob9+nvZ6nufMoj9++/xZgtP+elE4ayldpPGpKytUOJNQSKZ6UBaLRbzsAuyd83W7c9iuRrHxUtaZ8rbfeFUYtDaQZVGqfSTHRNKa1aGjcI6m9ZA1hdLknNBGMR4W5JzZmjdM64A1ikCSXUedGRQapcSlABQxRozWJBQpRKKWha8f+xJLfBFwe55VXXm14EFyLNwdz/YVFuLSYlHq1i4te3m2d3UZVtvVGNvXd+88ez8c21/L7Tiw9RFQKKXxdoXx02dIb/wPZtduUBw5Rbl+GHPoFPHQMxhtWFl/gqH1mOC6ZEcnlNfGRTn89vFF7K/v6fZEQkwUYUsSJzl3LjOO5r1XWTn5EtevNJAVKWvccJU1W9EGjzUG72XOq8KI0r+K+BCZt1E0Pvy2i05VKKw2KCWJF9ddev+dLHl2iS8i7sSzO7GMZXfjcY9lY0zkHJnYZxg/fwTaKcVohcasEGbLWPazwDLhscRDxcdlpgelY1DaXaVvD0p1+G4V96GzMr0DerJpgyg0hxgJEWLUnTCVBKf3IiJ0q17FnUJOKYmS886FdKfnOXTZ6FvMb+8H3i8wRhvyoCDFBqWlJLnqBLVanyHHxcJgzO7x3+kcIAF/CLJITGpPDGnhE24NWKMwxlBmhVfS66oQQUGyEXKPGWOE+MVpQXYntJaHpJwyMSsIEqAPB5IU0SpjraEwZvGwkDpxxAf5ULfEEo8y7sSzwk9i19cLvz1IZfd7cza58zl38qzsiMm/U0qMBwWFu7XN4p1wM8/eG8fC7TnQxyhBMF3FCoZiZR117GnQltZHZtMt0tbLDIeHiNU6RbXO8NAK08tbu8a4V5i0H0cv9uc77gNIkw3aNqA7jsuqwK0egCwBM0ozevoF5nqM1YrKWXz3cKCQthhjNC5DG0XbpedNn8ShwGmL6R42rO1E+HYIBSx5dokvGj6OZ5ex7Bczlq0Kgw8KHyWWnZsxDFbwSqOWsexnhmXCY4mHirvJTA8rx7CyD1x1+F4U9z8OSnXEmHY7DeScO72Jm3cr74Tb7RLsFFaKCUrUIsjtkdle6LS6tRWjVjf3ZOacMdagVCZntev1O5XM7T1HTBktmnmLAEBrTd22tE3Ax0yRoCw0WRvaECgLS1mA96LR4ZzGhyiWZVoTdOzcBHJXCtiVEIYo4nmZzhIRJnUr360xFEZRObeYw0XZfM539YC1xBKPAz6OZwelZTRwTIt7C2TvBp8Gz/qQ2El7OeeOL+xiJ+5ucDuevReOhdvzrKQPtlFuvEn9wz8lXn0PpTXViRdEsyNnaCbEYo2Ybi71zlnmLO7h2e2d2M5DFpjWnoEeEBMoMqkj47ZYZ+XkS4yPeKIbMWUkPee5KwnPsqOYYcd6lTrr2iBCh0oqOLbmnmFpqLSVZEeXdNF7vuslzy7xRcLH8ewylv1ixrIxJqwBo82uWFauAZax7GeDZcJjiYeKe9n9+zTwoDyejdZoJWTdK2AbLQFgz8V3W3J2q10C6d0Wi6+dGicppVt6nu/8zE6LsH5n4WYRwEzK3QLSVVCIArT0Qt5u/DLWvocS5o2XsRhNCCIepZSiacWqK2cRx0s5kylJWa4pJfkCnDOAELiUKsrDTZ+JV0p2EnOGjIVU07QJazVtSFit0SUEEqPSMRqUi0XaWSM7BkDh9KIUcIklHnfcDc8ao+8pWXAveNA8u9NlYCfP3ktZ78fxrOzEfjzHwu15VmvoHAWx7QazC+cwxoloYE7M3zlL9ew3aCabUI7hNtcgrie34Fmrab3wqo8SNPsQ8ali/8nTNO+9Si/aNzh5mmvqAKkSwTxjFGUnNjpvJKEhTgYSbAMyViLiNCE7mN5nnI2kLLy7MpTrWfLsEl903BXPLmPZL1wsWziD1opZ7XfFskqBUnoZy35GWCY8lnioeJCZ6U8yhjvhbheRshCfb8k6x4UwUs/Hd1tytpeM+57ClMVCbLfGya09z3dem9H9AfveyO357ec+9+WERki47b4PuWZ1y/HvzNynlKh9WAT3KiVCEg2WFCO1jwSfaEKWnUeliCmhlKJyBh8TTSM2h9YatJK+yZwSHkXwkWGeYsKMnIZsxiEpRrTROCvHIosNWeMzZZBxb5dYy0LRiyAuF4glvkh41Hn2XgL1shCBTqXiQtwOui7neyjrvXuevTPH9td2K54trKHNHU82nUOLKXHrh/A3LsuJYsvg5BlCsSa/fUuelYePEBM+RmKUh5CYMjmIRkjdeHzM5ATzNtHYpzjy/GHwUyhH+HKN3AS8TzjXjz9RWEuIihAVs1lnlmkgJkvOIgrtjAaE45UCozRNAO8DCilzT1mcXYAlzy7xhcRnzbPLWPbRjGW1VlitsEZRN7GzCM5klQG1jGU/IywTHks8dDyozPSngY+z+tqJ3m1AL4gzd7t8NzsN3Ao7PcB7pB0ZcqVuVmS+m7m702f697SWMjpdWGrvwUdQmtLdrODdj3XnvGQUwSeUVgt3Bbn+brwxk4CUYpeVV11fokFrjUURLWQyzigKZxYWi1ZF3NZ55u+8igJCygyOP089OEFVWHyMpCZjdbdLbTUZxeY0MB7AaFB0u7+ZsjCP1N/XEks8LDyqPHsvHCvva6rCkmGxG2h0Zyd7DwH/zqD3Tjx7t/N2u88tOHawgjZdBUW1H3NoSI6B8ukfpR48sbiO2/Gss4bYSsLCGBHno5uDlLvgGxY8C4qNPAQzotQGlxVaGwqnsUZ2P63RhJSxxjBramaNl3JrD86IBaPqdkstCuM11gk/O2uYNQE3axlVDtcF3s7eW8n7Eks8TngceHYZyz74WDbIwWl86GJb0/2ccNYsY9nPAMuExxKfCe7nxv20F5W7sfrai550d3p238345o2X0mM6u8EobRz92XtFb5CFwwfA3l7o71YiUfJaJk6vQjNDVyPUcN/ifUVka9bQhgxKoxBP8EFZ3HSOnZn7ug3UbSQk0Ht2+kJMmG5NzTGB1qQsQlglLOwMs49YAzkrrBW3BaMVPgRMu8Xm+XOyiCkpx946f47B6QNs+BIUKA3GQFVYCitjDzHtmrcllvii41558lHkWNjr6sKu8ujbYS/H9qKBMeW74tmbkVH1Bmk+QQ/G5GpNAuB6Az/dIJRjUrVGYcUNgdE+RidfYPP8D4gxgyoZPPNjTNxBBrdJEtyKZ2OSYNroiO3INXZWkz4kUojkrq/dx8igsJ3LgCInSAq0kWDeB+lRn9aeralfHDtlES3sg/mcZZ6UFr2XstN6iZEueN+et0fpIW+JJT4LPA48+6jEsv34d85P/+956zvBTxY8+0li2TZE5p02h0pZEsPdew8ilp3OPZM64IzBIhbBbZu2tVKWsexDxTLhscTnAve6K3g/uFurr73YJtS7W7jmjQSy278vKtjG9OXa20TXlwQ6FDmnW173reYGZIFTl15jeuEcmow2msHJM+gjX5GMu8pShmdY9EemTqypv6aYkgTVXeZ+3gaatitT7M4ZIuSc8EHEmbQxzGpPIou1YYhYpWBYMK89OUeUMjQ+ifuKkvP7kFEKbL0lvZKoHe8nrJ9RFQN0sBRGHnqcs5TOkFKkKm2nKn73390SSywheJQ5VsZz90Jtt+JYrFQ7SOIE7o1nM+nD1xbWryjF8OSLkBMbb/5g0cc9PHmGyYEvM+iECv3+ZynKA+R2girGeLdCSrITWpjt8CvG3vrw9jzrQ6YMG9BOsMUKN3zBtE3ELAF51KCSJkbRQYoxk7IkRUzM0l6TYRYzTROIMXfJDhH7U10LzbBwWK2IUVP7SFU4BmWXaDGZQVXsKqtecuwSS9w9HmWe/axjWbh5fmIMGKOZzlt8zJ07imGuA6OqkMq9+4hlY8rUbSBE4cWcM/MmUhXqgcWyrQTHXYIjoZUkNzRi+7uMZR8ulgmPJR553O+uYP+7d5tJvxerr/s9n4jBpT2viR2Xs7YTkesD3V4lenvR2HvdQuKR0PX7Wa2JSZFyxPkttt4+i3RjQwqRrfNnGY+PkMo1cTnQiu1OTUHfOtgvPD5ID3nrI7Ebu9EKZaXkMaZI4yPRJzCGGBu8j8SO6K02OKvRiGNj0ySUUYvey5TFIpMcyUpRrKzRWktMInZllEJbgxquMsjbVm+wbe+ljWFUuZsy4kvrriWW+Hh8UTg2Z72oDrkXns2z60wvnCV3vdvkTLhygebGZUI06O612YVzFIODTPI+Cqup24hniBuuyEC6Kd5pzNJ64U/fWQ/eimcVmQPzt/CX3iJhmM3mjI9+iU3zpDwEONO1oohwXkqJiCIl6R93VosIqdXomChLS1YQQibkjMpyXWXpcFZjtFSJ1G3AKCm1Jmes04yr3WHjkmOXWOLu8EXh2fuJZQHaEJi3AZBYNqOkDcRD46WqTSxzRTMDQle5dm+xbIyJkHKnK9LHsoa2DUzmNTnmBxLLroxLMlp0mJK0vFhtOncxtYxlHzKWCY8lHnncb7Z6b6kdxDv6iX9SAaq7ydzLArKbuWISxX3XeX/3pYU+gOPmsrad1920kUntF8RudCSnTFaKYb1FDImsQSuxS9Rkcj2Bco3cBcR6z/Vpvb0wx5QJIdEGUadWGpxS3Zw66lZKAnPKDNKEONlC2yHTOASt0AqcUzjTKWyTaULCIlltpaX0WhSsFT5mYrHC+OkX2HrrLJmI1obxMy9QD9cYJ+l1HBQidoUSJ4HSWWL8bEUal1ji84r75djWx06Fn44T1OeCY4G75tnWR9RsC+9jd+xOY6Ot0e0UlzTYgqRFVT+3U1K5BuhFQth0avs9+h8XPBsTMSZc2KKsJ7hiQO3G5AxGW9ZuvMbs/HdQGeprlyiPPsvWhddZfXY/13JFoTNKiWBe6RwpBVJSmE67I+VM2c2TuLiI+J0ikn3GGIMtFIOqWPSpK6VYH5dkBWQwRuxolxy7xBL3h2Use/tYtvWRrbmn9X2yV2LZhOosXCXh4ay0y2wLe+p7jmV1VxXi7N5Y1hMy+DYwb2ZowHTJm/uJZSunKa0mpSTva0U1cFIhl5ex7MPGMuGxxCOPu8lW781G7y2168viYurJ49bldHcrQHWrHsO7ydz3ytG9HVcbZAfOai1VFDkuVKyx0iqy83g5566vUM5Z+4T3UktntKINmRACCoXTA0ICYkR372MNuRzJtVoNWbNz2M7oTsU/deV+ic1pw9asBXK3+yeVHSFGmlZEmNamF9h442w3L4pDX3qBa9VxYlJiuWUMrU+ElLoy6oRRmrLUhJhRMRAThBjZ8Ak3PsnoRw6i/QxTjQnFGjYDhsX5nVW7vkOjP/3e2CWWeBxxtzuCO+8vEJ2Jnvf6xMeoe2j+pBx7q/M9SI4FbuLZnRaIhdqxI+tGxE5pnywpE5MC7WwTP50CimL9IHF4iMIZ8uwjLGMo1vBWsXPUPceCBPx1G5jVHi6/zuaFc4DYxQ6Pn8Hve5bq6jk2/vw/ELeuk5VheOIMG++9QfHUGUI7wacS7TPWZLQWkTytlQTjMWGMw1iND4mcEm3IKCU6HaAZVoZhpSmdo/EBpbb1Tpw1N32HS45dYon7wzKW3T7e3lh23kaxg+00MNogNrDeix1r4xMxRTQwrCw4K/au3HssqxVUXZvezli2jZnZvGVa9xUhidUhjKwjZX3PsexWJzg9HjrEZlcvxKdhGcs+bCwTHks8Uuj77Hpy7W/6vdiZ8dybjYbdpXYpJXzMoDI2y17kncoIP45cbpX91rcRF9o79p12XJJpThSFpixsd/3b49qZpZfFRBaCfjEJMRGjPGTEkMB0rocpY4xixgh37MtsnT+HtaAwrB5/jrkaoltPWTjGw4KYpP+wF4KCbcG8lDI3JjVbs5bCGnLKGKNxThZcpRUrumby1rluQZO+8Onb59j/1UNcbkrRD8malJUkSLJkxFvfUvnIsFP8txaMMcznAZ8V83KVcrxONgZy6pwC1B3FtJYLwxJL3Bk9p/ZtE3fDsXAz74W4HRhLyfL260abT8Sxtzpfn4jYi0/CsTs/P2/DLheYGDVaK9oQCQypTpxmdkE0PAod8WaIO/pl6je/R/CRPNli/8nTXHr5jymtRhvN6MQZRoe+AirvEtvr0fPscPMqN954GUVatMfM332FldEqs/Pfl55EFKTI/MI5RsdfoE0RbwYYwFqFyp6UCpJCrBLbQA2Qa8rCMiytiLeaiEITQsIZxaAyVIUjZaTqQ2tKp28rDLvk2CWW+HgsY9l7i2VbL7FhzrlbmxQhJBLSSjKdzZg1kbIwzJrIaBipCkPTpvuKZZUGkQhlsXaRxRUQJNmiFLQxsaIkYXM/sWzMirK0lE5juljW2mUs+1lgmfBY4jPD3gzmzj671qdFJnsb+aYyvltlo0MnABdi2hUg7w2Y70cE6HbZb9StD3arjH6feVcKrLY3leHtHJcxipAku99bZgFdi4mo6luj0UoSDUpnVJQ+wknTspGPsu9L+3DMoFrhgzii3KqprCUBg3KwazGOXW9MP4a6btAU+JAIMZKxlAra2Zw2RLHmmt4giAqglBnGhCKR6y1CLFDOMI8ZfEMboOyuHwVtjAyUiDNpBSEpjDMEH8hZHqIaL9ZjYyNZfGuXC8ESS9wtdvLszlLZxkcms/ZjObY/xl7ea0MihoA2txfcu1+htVudL2dxE7mb3uZ74Vg5iIh6aq2wutcmysScSEkE8WarzzB44TCpnjCwkY03vk/O4J7+Gi4FVg4dZn7++xS6xIcCFRLh/MuMVw4zWDu0i2N3c26m2bpBiqJZ1Ev3p8YTtq4QlSZkjS2HxHqKyhGtMu7wSW54R1aZpk1UhWXaeIxC5smIgKnR8mBTFRajxJI2pSy958iaWLeeEOVBYVxpFMsS6iWWuFssY9kHE8tCxhrdJZ47lyhjmTQtPmWMApUS2mR8q7k+ubtY1miYz1ua7GjbuIhlB4UlNC1NZ5nStKLZoboxztqA04a29Shll7Hs5xzLhMcSnwluzmR3Hk39+0EyvmWhcQs1e3VTIL5zMegDYdl5FM2JFDNaSRApO1bb57gfEaDbLSxaabiHnsntMr+b3+vH1c9RShBCJGlFlzzvrllIWYhdBJukm1HsG7e2WjZnnmtBUZUrmFrj1JyYHLpSuFYxbwK9VWNKaeH57Tul/zZmTJtp2hbVXcv1rZqcIvMmE1LkcFHKPJOldUYpFIY5A2JKFGhSVExnnqwgp4Q2GmsMpVEYJU4ETVeiqZVCaUOKmbZ7COm/qrsV+HqQWJYWLvF5xU6eTUmE2nqHjRgTtY+4nLC6D0Bv5li4mWfbEGUnLkt12TbHshBhg/sXWrsVL2qtyXve+KQcCzJHEnRDirt5Nnf/KxwJUzXGjMaYOCEFKZOezFrWxwXzC2dpr76PT4Zi3yFatyaB93SLDbu6mPfUCZ8ao/Ax4X0k2BEpieWhMZp5EyUgVmNuzBQrowPMblzClqtoo7Anf5QfTA9htHDwqIImiAjprPWi3aE0ZekwWottIpEQLUZ3VpFIm0sM4ogFLHl2iSXuEctY9sHGslKhIYlnZzTzNrC11VI3Udq4AxTRoKkJyaJHgzvGskpp2iB6G0ZlmqaVjAQSyxoSY9Wg/YSBHnCp1iSkJcYqTQiZec6UxTKW/bxjmfBY4qHjtpllhCRaH2m92EUpnyCLQBPcLHIUwnbJX9xByj1B972CTmuqYnfv3P3c8HfqwbyX3vQee3ctt8e9PUc+SN81ZCZzjyJjjQgpFVYxrhxN9wBSFg7vEzcmNSFG5o1kq69vtqQkvY+2dNQhYX1i1gQq1+1mdv9fN5E2tF0fYibqsNgJrmtF4yMhyNhqH5nOFKdPnKZ+5xViTGhrqU4+zztNQSYxmQfKQtStfRZxppQSRekoC0thjYj2dWXbSsGoMt133Xmj621f94dpz/UwLOSWWOLTwF6ezUDq7nGjFU3bO4Mokt62FNx7f+3l2RYJ541WmMIQk/CYUWqh8QP3z7Fwe54ti+114G44Vt7f/SCxc1z9HCl620TYybNlWWK766k6cTmjFcrsY+WZF7n6wx8wWh0zfevbrJ06wzxqqdS4foniyIiWktYMaJsgVq9973q7SawnZFORUsmNOKB46nmmb57FpkDOmvLEc7x6veLJJ7/C1bfPMVg7TlaJ8uRX+ZPL+zFFxg0Mvg3M6m2RQK0VqdMa6fnKaIXTu7VEep413eu9IOKSZ5dY4u6wjGW38eBjWQtZUYdATInWJ3EDjJGcFcPSYpxl7iPW6l2xbM4Z57cI8y2CHdD6chHLThtP7lpScs6cUB8xv/AKdYygNM+deJ436kO0TaAqncSrQEjLWPbzjmXCY4mHjltmgoGUMzFtq8jTGU/1Vlda6x3idb3N1XZvYErSdydia3aR5VVAWVi61uhPlN38OPXre1XBVkqhsiwsZWEWv9/PUerK8rSGrZmn9RGjNaX14g6AQ/oNZWfVKE0goTSiCq2g6Xrt501gNNBYpcgp433C+4BShhilqkNsuVqmdUuhNT7BQGVU1ISkSDkRFczbTuk6Z1JWvNkc5qkvH6CIc1Q15r22YDr3uMJiVSTFTOEcA6MIMZNyJuSEtVAVFh8zKUfprVSIdVg3x31Pab8+Pyx7rk9iIbfEEp819vKsWrwuPJu6sGvnjpNJCaVubmXZybOxSx70Amw9zzorug8PYgfpk7oM9Gi9lFBrRdcuAoXbDnt2zlH/47QWni2dJiMCd3L9nQI/otTv9z9LeXods3mR5tqTvHe15tDxM8wunJUDx0D19EtshgqrErUXMenixnnSlXchNIBlZe0YmysnuZCeYPXZNYhzkh3y6oYm5UBdHObgqXVSmKGqFS5ONElrKquIIeFDBhKu03AqnMXqTOOFZwGs7dbAzrELWPCs1nqxzsCSZ5dY4m6xjGU/3Vi28WExFqsVXoMP4lpTlQqVIcW0K5bNKVNtvMXWWy9LEjskxidPc4MncX0smyGGzLFVz/T8D1k/sA+TWqIu2Lz4JsefPsD7EycJ9iznQ+mbYlkyrNk5RdqkcquYYj/NMpZ9ZLFMeCzx0HGrm1xr8bbuM9zb3tgdabKbjPtSPwU4azDdgiAlY2pxzJ3nfFA39v1kv3diL/ns7XuU98U+S3r/pE0lpYwzokTtcya2ibZtUUb6Hudtpm69tGD6xOGiZn00odEV721oBkVJVciikjLEFJm3MG8CSmtmXaBfNx4fM0GL5WTdaqatRxlF5bR4lOfEtA0QMzFnmtbgoyOnEeOBBRNRVtM0AVVYKUMsYDgoup2MgDOGnBXT2lM6g9Wme5gwkONicegFrvqHjodF0PdrIbfEEo8C9vJsH1ArpaTKQMuu2m6e3F394EMidQF6z7NyX+bFTmX/+7cTubxfPEie3XmNO3u7fYyLBGxhDU0biVF+TkmETK3WrKotTJhBNWbaDpjVipgVM19h9QF8rlhbX0EZ2P/SzxDmW6hjL3KFNcZpCzubo9UqOmvyh69TX3iZnKSVpDo+pxwcYHMa+LBRjMoVjIImBFKEpk18dC0RomPfOINKlIXCt4CR71OcujShTQwrxWhQouaeQrPDkQXIkrRZfHckjJGS7yXPLrHEvWEZy376saxvIimLQ2AdEKHlccmodKSUbopl18yc6z/8ATEGYpS53HrrHKNn1vloq2DWeiKKqtBUqWZ1zTF7638RgeHqKl/5yo8Si+vsL9e4MB+xVUeMVdR1YFBux7Irw4LV6QWmb54lKUUoS0annsPaMZQjAqudSOkyln1UsEx4fM7xeezJul2ZceEMbQhihWc1WttFeVrh9KIHuvURH3JXjr1dig1QOP1QPKx3PhT0PYi3UojuP7PzO7pVryYI+fR+6yFE5m3sgnMtLiXWEGNk1nhQ0uMovfQKRaJpIkpnRlXBkfAem+fP4WtpTfnSidOcT0cojMYYTcpZygOTJD+aEBcl7lorUsxMpwEfAslogg+YZKmcxpqM0ZkT6wnnZ8xiwYWtTGoSymhooHKGolAMh5aVYUFMucuWS7C9MipQiCJ2SttWkCFlLImykOy4VpqU0x3VrD8t3K1V5xKPNz6PHAu35tmqsCIeFxOlNQyrYsGxSqlFy0i/a9db8/Ucq7Wm0AB5z7k+neBtL8+mvO10sDPBcqvv6HY827RSMt2GiI+JLLmC7tEiUzrDvG2Z1ZGqNOxrLjB9+ywJ4ejq+GkummNondHasBFKnj/xJBs/+O/MUqKxhn1f+38yNwVP128S5ls0TWDr7S2OPHmUq++9Ltt+WXY9t956mfLwV5jOS2JO+KAoKwsZfI60ITCvg/SkTzODyhJywlRKesi1ZmWlwBhFSlCWFoVi30rZJTPElnwnx5Za5spZS8qps11c8uwSnx0+jzy7jGU/3Vh25wadj0lsa0NCV5rcJd0zmcaHRSxbpBvUTSvCzN2QfIgw22JzvkrdBrTWVIVmPCyYf+8cGVhZqaiYs/l//38pj79Ace0SZ174Ob5vniEq+fxwaNFZ1smxmtO+9yqDwqCNpSo1W3/6H3AHTxBNRXX8DPHQl5ax7COEZcLjc4zPa0/W3jLjmBLOOmJKFNZSFmaRKe4JfiG0l7Z9unv/775M0FnTlek9nMVz5/zP6naXIGBrEuNhcdN3FGMQqysvAazVqiNtaOvU2TtmJjNPypLtZuEUAHXradqA1oYmBlTnV+6D7MbmlFm3LZO3zkGWhciqRP3eqzz15YPcSOIbHmNX5ZETKWZijMSYsFpxwDVopsxGFe9u9tZZMo4mRIaF5vTwGtML58gxoTL8hZNnON8eYtIkokoEpxhZx8powKA04nygFMZIkF04Q92ERca7n6EQIq1SlK57QeddJegPEw+qrH6Jzy8+rxwLt+dZgNJZXJfckEB1W9ti565dz7M7S7EloLcP7QFlp+NB01kXFtYsEjjATd8RQOjEAjNS5VA6t1gvYsrMa08bJCiuSktOwrfet8wa2R0c5ZqNN18WDs5Sqt6eP8v4S+tcrgsKkzlUNFx88x0G60+hk0cNxqTJddYmF/HXLpKVxg1WWR+vUb//OsP9h5l88HYnqid2h8TUBf4GHyNt1GilcErhyhKVlFgZaoPRmRDEwSBmaW2pypLCaVTOlEZTOE1VOuomLHaJ+xlSQOsT1mgiXSvLkmeX+AzxeeXZZSz76cay8yIxKKxwodEYpcAarNJYq4g5oUImKrWIZb2rEJbLxJg7bRFF0AMSUuEmLiqZrWnNaOUANkwpDbQfXkApafdMs02ac/+dZ79xjLemQ1ZGA6xRFE7jtMbFGygj4tNuNGJ+/n+hUoboQZdML5xluHKYVK3LhC059jPHMuHxOcWj2JO1l5hvRdR7y4xFKC4DsbsBZYetcLfuBd9Z/ldYs8iaW6t3LZCf9hy0IdCGtOjLbDsRz34Bq30kzxs026WMMWV8V+YolQ0wCwGjI2UhVRVZKcmIN17KGpVYXymt8I0HFIWTUj7tNDFAGzwhIHZbKUE7w4eA7QLfEKWDdKgbZmrIfO7JKDKKZuYJKTMoNFZlnuQik9fOEVJCo3j+xPO8Z59kKyWsBh0TR4aJ+tVXsAqS0aSYqN99hePPH+SdDYNWirWBw2pNzBFnHYNy+8FEKToPc9lFSCmjdUbZXuxpG5/13/QnLflc4vOLR5FjZQzbf49w617uT8KzOzlWdwF6TFkCO7tdVfEw5qDn2ZRF7K5zv15c27T2aM0Olxk6XpbgLqTcVa51KvsWMpIYaDvLyAxdz7VF6c4pRWm01Ri/QVJ5kexIMZNywLZTfLSQMs7VRA1b3mCN5fD6QVx9idn575CaOVkbqpMvQlaYlQOYMMNr0UBKKqPWj7Lh1ihdRCvZySSDcQpjDDEpqqIAlSmdRhkotaJy4gAQUyLmSFU4rNE4KyX1dRvwMZKSWnCsKaSqJCpx1Nn+e1ny7BKfDR5Fnl3Gso9GLJuVQQGj0jEYGFK2+KQYFqLpUTcBZ2VDrpl5MhlfOJ566nmmF84Ro5Tvlcef550tQzXQkMwilm3NkDatcGRoUWETlCIqg+3SxCp6BmETq8fEHBnZgmHlpEUlroCWakkXW4iJrBRJOXLO5AS0U+gSHp/13/SSY5cJj4/Fo/oH8qj1ZN0q+2vMtmKyNZpBaXeNL+1YMMRuUHYSY0y7FpmeJG5f/qd2WSE+jGtt/Laiduij8O46pMwPeqEqpRSlE6XmvuewsIY2iC2kJZCxKDQhBLEq7DLTIjDYLZyFxcRM9q14gufMjbomJmjqwKTxFNYQ1ACbRZhUIFUa0Q3JQaGzYtrK+DennhgTmwqe3g833joLXQ+pUTB5+xxHzhxkEy1Wh1lhw4Q2bfdjokDlTBVrtBozqCxV6aQc0shuslxvpLRSO279JqadEt2IKcOuz1NJ36oSJxhgIYL4cbhdQLL3wfB2JfEfd8yH+ff1RcSjyLOPGsfCbp5tQ1z0fceU0SouxOLulmdvdfxbcayI5z1YjY6Pw06eDTEJz6peCE94NqWMMZ1Q8w6ejV0y1WiND9Kap9CAIaeI0pq6FVcW4VlF6z2jylKVBSG3IhpYrJCMIaZA7lr/MpqsB+QAKSuirhi5zFi1ZOMYVo769W0eJQbmb/+A1R/7q4R2hj1wjPLaRdLkGrYaEdaOYmdXKNw+YoJSa9FhUlLm3bQJLFhk/o0C6wxlWRBzplASwJfOUhUGkERPDJmMwvsW6ywpaRH205qyW5v7Nex+efZ2yTdg17Fv93fzKN73jyse1bl+1Hh2GcuyuI57iWXbkNBEcpYqjxTzJ45liUjFsI0oo0hZYVTHMUZhs6YNSRwJa6kAvA5ccvt46vhP4uKUYEZ8MHfMWs+q62JbI1pxV2vFE8efZ/LhWZwqSNoxOH6a+Ufvdj1/BYz2U8wMhRFB6MJq4ddihcGJM2y+9TJZOzAau3KQFodKGaU1qhxTL2PZRwbLhMcd8CiX2T1KPVl7M/R99jfE2NFkH/zsnr+d977aMfCUb+Vtvi0Adbvyv4eBhY3hjvFmFCmJ93rIshuoteoWQSmtS1nGHrprSikxr1tm84CzCp8DVosNbBsl2y4LZ99DT+fhriiME5VvMsNhQZw2+EJRJIszcD0UPHPqBcKHr9M2rVR3nDzNe3WBpitlToGmDuQQaYME1LqdM29aSGCsItCVwsWaSo3FG10pohvJNcdE7qy2jDMEO2RcWUpnMEbK5aqiwFrVuToYKUG/9Cobb57tysQVqyfPMF09tfBNb71f7ORqDUYXdyTpW92n8l3tfjAEblkSf6t7+lG+9x83PKpz/ShxLOzm2V7JHyC1fsGzOXcJCrOTn7axk7fmrVQ4bOPR4Fi4mWeVkmA3pdg5pehFGXVvrdvzLHS/l8Vie1r7jovlOG2IKK0IKUkSJCfAsKanDH1DtGMaU5CzptElq6deYOvNsygCyVqK489zfmpYGWnGpWOYruDGY6YXLqBzxh47gncF0TcYa0nBo0kQWkxRceON7zM+cop5sUomM9ncZOvyWZ768l/i4sQRSGg0Kop2RwTKaDBOSRK50AxLcWpwRqMRkdKqMIvkVIiJpq0JIZGVFjHWlLHDAmcUdeu7BxqZ7/vh2f5BEHYn33yItCHuqAS6Nc8+qvf944hHea4fJZ5dxrL3F8t6H5nVAaPBp4wGGh/Jik8UyxaFprSGauioZy0J2WQLCZJPOK2ok7gLtj7RtBGsOLB8/2IgBENReArTUrqSbDVVEEcxp8Ux8NX6IE888U3GgxusP/sS17/9f4CvsaNVyhd/lgt+FWugdA5rpepO60xVWKYrJzHP7ceHGYPVw2y+80N0V84yOH6aSa5oG3GaWcaynz2WCY/b4FEss9uJR6kna2/Wss/kQt4lZLSrLzzlxY2r9R7Bo1stOiF2u4zmjuV/nzYkS99lrKEL8jQhitd6VkKiziqqwqFilJaSLGTf7yZO6sDGZE6IoLCkFNnysdtFVSgt85Sy6rzHFW3MpCh99IXTZBL7TUlZaMqppakCoEQ8afA0Bw48QTGd0tqSD+cFFYq5D8ymNZvT0JUaKopSE8l4M8DYgv0HVnE5koxja3OGGYwovSYryBHe29CcOHmG2YVzKMQvfeXUC3ykK4ZDxbAoUFqC8pWhQ2kJ1LUy6GaDzbfl96TyJDN/9xXGLz5BLFeom0Tr8y77rnSH++5W96kPEpz0f2cp5cUDT7+p3f+OD3GRnLnTMR+le/9xwqM8148Sx8IeC9W8MxDa5tncvSZ/07fn2ZQSOW0nOx4ljoXdgqM9F6CkpUQpCDlJK4t10HEsSHDnrGiSzOvIxnTGrA4UVkQDN6Yt1mgqK/asMUTGQ8va9B1mF15hbgE0h44/z2T0NGjFfPVpxi8dIsy3cHrAB1uGtVLx1Diwz96g/uHLzCionvkaTmfMymHc+iHwDWHWYIzF7XsCs/8YH3znf1KohuvffQN3/AU2P7iA2XcMo4c45lSFY9p034dPFIXBGXHTKZ1mbaWgKAwxapxRFIXFGcV46HBOyrxDZzEegvwNa6UIKqGQfvPCGjZnvmtzuT+eTSlJSbvq/56692Lo+vAz2Lz4G9zLs4/yff+44VGf60eJZ5ex7L3HsrNWeLb1CWcklm28tOcZK5x0v7HsoNQMy4LCKXTWFEWgCZLomLeBae3ZnAZqHyBLggSjSF6SMFmJbW2TNYXVrJQar8FajQ+JxsvmotGKD5sBed8BRn/5b6GaCXW5n/fzPogwHlhGQ4s1ehHLSoU2hDwi6yGqOsD4+WMUaU4xWmEjDgntMpZ9lLBMeNwGj1qZ3a3wqPRk7c3E97aHeu/ryPxtj1uj9e6yannY376ONsQdQnNSjtZnNO+l/O9e5+l2n/dBrFr76+mvdzwsuvdlnFoJQVljUErmQsrxFPO6YTKfMa2F1Js2Yq2CrFmpNK6wpNyVI7fyGaVNp8CvIWuUyhilSZ2N68pAszIsOpcTCElxIwzwdgBA6SK+9dRNZHMSpIpEK1qfMWRygIszyzefPc7mD/5P2hgx1nLsqz/Da7Uj5kROkRQVOcPr/hBHn/lLVLmG4Zh3fcmoKDBZAoPRwDGopOxTI+01PkfUbAMNshB1N5MiY8IEbdYJJpNVRhu10BDI3Nv92FeKgFo8GGZ6H/jtnXC6tMvNQc7dn2uJT4ZHfa4fFY6F3Tzb78rt5dn+x4/jWaXUrt35B8Gx8GB4tvWxs66WMevOxq+whmFlF9yauwd2i3BsihG0xhpN4yN1O2cyawkRQvQUIZBQrA4LBoMC7QNNm9hnW2bvvgokUpKHr+a9V1l78QgzPUZlxY0wIrkBKWUO7FMcmL+LufoBrlBgAkVsmdaaalzSXHoLu/8YsW2p9h8lZbBHTjGPMD50gOH+w7SX3kGvH2By+SMClpABM6TxmdZniu5hQXgLtDYorQkJhsbijKZ0mrK0DAor9ouJzuVF2n+0lt/NOWOUtCTZjk+tUZ+IZ/Pi9d1v9Ofbfm87Ebc7YXd351nik+PzMNePCs8uY9l7j2Wn85pZLVW5O2PZaijVvkqpTxTLJhTkrirDFhgjsWzTpu1YFkWbkhwrKmLOoES0NOSMVplWeWpvcVpxqGxRzIjrA1x9lenbolt32VmaZ19gc3gKXycKmxkPCgada5baEcv2iaukIQRJGk3yiOFgFV04dBNwLGPZRwl3THhcu3aN3//93+eP/uiPePXVV5lMJozHY55//nn+8l/+y/ziL/4i+/fvf1hjfah4lMrs7oRHIUu3N0NvtOwipR13Ve893c9fP25pr9hNyP3iItlwyST3tlcpZekVVLfvW9t7vDuVdN0u4L7V52NHMn22dee1WSPHc2Z7IUkdETmrgcx00hCzYlZ7bkwj3svOQc4ZH7sF0xSsDB3zNpJiwpZSpiYPOEL8MaVOpV9DzmJ7hpQclk5Jn3YGpTR123RZfEXdSslfUrnzedc4HalnoRMabTn/2nlWRkcpVKTVlgtvnmf1+af4aCJljc4ampAIPrE1yyhTMZ7BoEooHalKi+l2KoxRktkAjDGolKAYk+i/525nQSnccAXf/axMHwQIpHf01n97t3pd7XhjURLfXW//ve18/eYg5+7PtcQnw+dhrh8FjoXdPNuXQ1v0jve3ReU+jmd73I5jF2J8t/ke7oU37+Xzxgi36h3X2tsLls4sLBuh2/3K22uOBIWwOW2o28DmJDBvMpmMRnb0jFH4KP8dGociosN1nFFkbbbnJmdyPaHWA0mqaNEKqdKUYdrEzT9g88J3qZ0lzzYYf+XHGVQjqKfMz/+Aum2wh05gDzxBHB6ivvQW/oPzDIYjJt//Q1aePkOeX+PEV3+M9z/agANf4o2riq22lWSPs0SfCTks+rWtFy0kHzLWJIrCMapsN2a9qIYxOuM7gUGZ6u2AW+ue8z4Zz+58QNoJrfvXdpfK7z325+G+f1zweZnrR4Fnl7HsvceyG5NAiiK2vDOWHWXLyrAQ0elPOZZVWuGyopkFrDNMJtL+0vgEhUarSFARQuYJfZHw+husra8yXh0QPnqDWS464dbA5K1zDM4cwqvhHWNZjyLuaEPKXdNTVZoHwrH955ex7IPDbRMe/+pf/Sv+w3/4D/yVv/JX+KVf+iWeffZZRqMR0+mUN998kz/7sz/jF3/xF/nWt77FP/7H//hhjvmh4FEqs/s8YG+GflDahQ93f4Pebv72lmD1U976sEfUyZJTIue0COznjcdZc9sFoe+X3Ik+w36zx/l2wH2rz/drnrMG02XoFYg9YNp2Nej7qFMWMkopMa0jjRf712ntsdrQdseIKUMOjI0lRin7K7QioEFpXJYS5ZQyMW8/BJAi1hgyirIs0BoR51MWoxVbM+nx8z6JpWPMWA0qi/6G0pBUoiik7HmlmFOHyGZSoMT/3JoI7ZR5KMgoWh9JITNpW1ZKB8nQ+EBZGVKOaOXIqXtoUYo2pG4xVxhtSHqd1adfYP7uORQyR4MTZ4jlPjRQOYh5W5+gL/283X13q/u0fyja+WBotMGx3fdoujLLWx17ee8/PCzn+t6wk2cLJ3PUtPLgv9f+cC9uxbPz1hNCf68Jx1qtupJXhVK60/mIC569V968l89ndt/HPc/mrnc7pW3uF60S2V1rfEShmDfSS960npQlAdB6seLOOmOtVEo0baTqAlntxgux5NSVeCutwI0YpSmmneFGK5jpVeYXzuJWKmbn/i+qlf0kpRk99Sxb3/2vDJ78MrP3Xmf0zI+w9e55mndfZ/reG+z76b/O/P3XGR4/zfzim+w7/RcJ1z8AW7H56v/g0Omf5oOk2ahbfE5STRczdZDS8oGzos1iwCd5eEDbTjhwZ3JLbc+LVpi27x3XhCjzI73zn5xntdY4s33OqCWp4oyRvscdLQC3Ovbyvn94WM71vWEZy95bLKuVpo2BnEU7iBwYGEtC/v2wYtmQI66wGJVZX3Pc2GxZG1lCAmOkhXF/2TJ/+zUOr1e0b/8v4pFjtO+/wtEnvsS7aShOXDmi/Rbaje4Yy+7mWPPAObb/fvrvbRnLfnLcNuFx+PBh/vf//X+nKIqb3jtz5gzf+ta3aJqGf/fv/t2nOsDPEo9Kmd2jhDvNx95/D0p3T/PXE3xv75Vywtnt3al+wRgUemED5kPE2oTdsbu5EyFKBn3ve6Lwv/fatgPuvrexz8bv3Rntj+dDRCOZ/ZQyvdq2swZUpm4jPmaclRLkjdbTtnJiZRH7QaWonKGsLK33zGoYD0uUkgUxRNG1UEBIER8SqnMr8NHjo2as5e81RYVPGZWl/71yBqMgkai0El2OWuwKSZ1VmLEcW/McKICnnuDatevEjkyVNjR6SEie2VScC7TR0g9ujeySGtBZMSwLhqWhKBzWdAtnN2ltiBRWPOntk8+zduAoqZ6iqxGpWiNnJX8jpZWs/10o/Pe43X2698EwZ8m+94v9nY69vPcfHpZzvRsfNxd7XxtWt7ZNvB16npWAW9IJhRVOTSkTULv4dCfP9hS4s9Jib6JiJ+6VZ/ei53nZ0drNsfL53P2fonCW0K0RdZCHAKVBm0zKimEhLTEqJ+ZNQHUaQjM1ZnTiNLML50QjRCsGJ86QJpdo3n4FRcK4jB2Oup3ICDEQNi4z+tLXmJz/HqaoujYhy+TCawyOf4Wt850wc1sT105QHniK1SNPEDevEjP4917HHTnF5Pz3sfuf49jKs7z6YaDxCWsCCRiOHCNnUVpTWCuVKaVhOCwprMyv7TRLeo7t5219permDLS29O49D4xnu2Ps5djCaUa4jz328r5/eFjO9c1YxrKCBxHLZp1RGYzSlEZRlZYUJfn8MGNZlaFVidxmqtKiNBRG5jujcHHGeG2V6flvk1JkmDUZTdr4iANrp9hsNRqDGawyNB8fy37qHLuMZR8obpvw+Nt/+29/7C+XZcnf+lt/64EOaCf+/M//nN/7vd+jbVtWV1f5zd/8zU/tXLfDF/mPYy/uR+33budvr7hOzhmjdx87d/oQEpgn6jYQE4QYFsJAw9LuWhCkf1COm3Zksm+1oCyus+u1XIxNKwqnb8qW9sfrM779wmKM+IjPGy/lfF05YMxSSl04AzljkqIJAWM1o0GBtZamDSKqVygUjnnjMVkzrMTBhZAIUaO0mAukkBioGYNZA2mFmS+p24jWmcZnjNZoraiKgq1pi7XSw+60po0RHyNfri4zefUsH5E5Omp54sARPrw6xeRMcex5XruRmc1bcuzFnqAoYD4PjNZKck4YJb32ZeEwWjLehTWLsk0hfcWgMPK9Dvdjhl073J7VWub53u67u3kwFNz9cZf3/sPDcq4F96uofj88m/P2jvy27J50A+uOe/fybO60hVaHtw7K+9+5X54dDxyRu+fYxofOVjF25dLSE15aTSCTsgS7A6cZDgoqJ+KlMWe0VYzKQnYtV09RnT4E7ZRohyQNkx/8dxQSKKZmzuSjtxg8+3UapVCDMWk2gRTQoQZbimuBsWjfErNGDddxawcJa0+zdiKjNt6j3rpM++F5iuPPM37hmzRXP2Dt6dPUGw02TJnODaPS4CMYBc0skFYKeleEdaupqgLbcazRCtcF9K0Xd4XCbu9A38rWcNs95ZPz7J1+/26OvbzvHx6Wc72NZSz76cSyhRYNkPuJZds2UueIBlovWkSS7L67WHbaeKatxzdyjESmKKXVryosbZuY5opx9OROm2Tr0kX2n3yB2eV3cUax//BBRvsPMVeKQelQ6uNi2d0cGpex7CONexYtnUwm/PEf/zEHDhzg61//+l3/3u/8zu/wX/7Lf+H999/nP/7H/8hzzz0HwFtvvcWv/dqvcePGDdbX1/md3/kdnn76aQC+8Y1v8I1vfAOAX/3VX2U6nTIaje51yEs8AHzaar97RXT6bKqzWgSi6MvSZOEInVKx7+zvdO6V4j3jQblnQVCLTDvdv3Xq392TAe8EhnaNZcfPO7OlMcFOnaq+jzzEzOasYd4kYkpd2Z9k89s2SbmhdVijGHhNzJmqC7wHVW8ttbM8uevVI3Yl1xGVFE5r9rXvMT//Co1TxKwYH/sKm+oYbUrM64ixsDZ0tCGilZSFW60pnQMUT44jszfPkmMiAh/OCtbZ4NDpHyfqgs1pw6mx4ujAoOYzGjPgvS3NvE0MVhwqQ+ksZE0InpAchZMAPSWxdItiRUNMEVhaEy6xxK3wMBTVd/Jsv8vnrOks84RrndPEzvVkL8+C/Dwz7OJZ05X6SuD+yXj2bjl21ngan6i7gDzGzMrILYLyopAdsMKC7XbktNYonaicCH9KqbDGGgh6lcooqvoaLnrMgf1MbmyQY0tUTiYveW7cmLN+8usMck11+BhuZT8peWYffUBx4jTVvqPY8TprX/5RmgDRb9C+8af46+9jioLxCz9NJhM3rxAnV2k2rrB66i9AGmJNQ4wJWxhIUBSG0hqUVZ37DDS+QasS21VzNK1U46WY8CpgtGVQblfmLjl2iSW28XmLZaEXqQSxdn38YlmNIudISpLUmdQtbSdympLodRwZBVZ0TW0rGus6W/LtWHauIil6ctfmZ60ihky28h0UpeH9meXYoROEd34gFY6hZRoU4x/5OYZOMb1xg2sX3kLrN1n/8lcJ+7/c2fIuY9nHAR+b8Pit3/ot/tpf+2t885vfpG1bfumXfgmlFDdu3OCXf/mX+Yf/8B/e1Yl+7ud+jl/5lV/hl3/5l286/t/8m3+TX/iFX+D3f//3+c3f/E1+93d/d9dn/uiP/mihIbLEZ4NPW+13r4hO36+2M4Nd6O1+tv6/O20L+z7suvX0JKu1oliITN1cOr0zA260IgR9U1+j7srU9iLlTIg3H7PxkWkdSEkWs6YNkDNOW7Q2aK0YVZaiMGglO4M5JnxStG2gblpstyCmnBeOBXUbaX2irhPozBNDz/zCK+Sc8EETU2T25ssUz6xw8Zpm0ng0cL0wFM5ByljXncNnpvOWJ+yM0Cl1h5whaW40mrV2k7dffY2cFU8dHhM2LvHulqG0lq89+yKvt4eYzgNxlKQXM0bMHJQJ5CR9r8YY6kbUu41RWJOZt2FhnbW0zFpiiW08DEX1nTxrjF4Ec7ZLBvQifW2Ot+VZY6Snu+dZrVWXIEkPjGd7fpDflVLunccMMeFDpm4DIchDQN1EcmopywHOaZwWK9fBYEiOiTZIP3WbMiFG2qBwOpO0CPGNNs4T3vgTtq59iNWZ6tBxVkcH2Jhk5gFW1g8TlcOHKUkZ0vWLXH/9T9DGUBw+SbXvMNo5pq//D8rVg8zeew135BR+uoU78CTB1xT7DjJ55Y/RtiT6OYMTL5LnNdffeZv5weOSwMlweFSilSaRmYfA0Foqq2lDYmuWaLynagOjgQM0sbOMHCjwITFv/KIMf8mxSyyxjc9TLJu6+1eEnKXVMKSEM/qximV721oUzGpZeybzIImFmHlSXWTru+eYaUVhLU+cPMOFdJhZ4xexrI8i9K8UNClRZgNK4bRhNg/UtSekzI3rFT/z4l8lv/cyuhjgxmPCu+f48OqHoBRrJ1/gxsRz44dnGf3IIdpidRnLPib42G/iv/23/8aP/MiPAPCHf/iHrK+v85//83/m3//7f39P+h3f+MY3OHr06K7Xrl69yrlz5/j5n/95AH7+53+ec+fOce3atcVnfu/3fo8f/OAHj6Uw6ucJn7bar+mC7Z0YFJaqtDgrXt29WrLWLPoId1p5WcO2ToTRu3zO5f3d59AarBbl6cLK58VjPO5aIBbCUEnKhlufmNVi8Vo3nnnjmXfiRf3x+4R8yhKstzETssIYUZTuS46tVawMHNoo5nXLZO65utHw4ZUZ17fmNN4zbz1bHaHXbSAkCfKptxYK2sEHgk+krFlXc54qNzk2ivgYmNSezWnNrA5sTlrqOpGi2L9OUwnd4mmtJis4fGQ/0wuvE2PgwIF16nfO0lz7iINDeTCIF1/nmXXFobUBa8MCpQ1K9fMuat2zOlI3gS6XIq4HyMNV39O4tMxaYoltPAxF9b08W1hDVVjKwi44NqYkbh8GeW8Pz1aFWMQqpRYcC9wTz4YUaTtyMF2y5VY827SRed0ynYvzSttZAVqjCV3vtDBLJ4KXRTwOMtZqbKf1MR5VOGeYNi2zeWBrHrh8bcaVjRlbM4/zmzRvf5f22oeYHCF4wkdvouvrjFbGVDpQnPwq6onnWH32q7B5ia2L76CMJQePv/IeRkPavIobrIkeSFsTrryHsY763VeoTn2V2TuvkkOQwvSsmF9+h3r1BO9OLSrM0UozKCVQH1aOfeOSA2sl66OCeUhobbBWY7Q8jEzmoXuIQM6f1eIBaac44V4sOXaJLyo+L7HsoLCoLvHR82wfl+5NTHzeY1kfInUbiSlSNzWzeUPyiXXV8PzKFvbiOan08JFZ07J5/mVWVb0rlm3bRO5aq6vKkjU4BzEmfBLRWOc0VyaB//LOmHeP/BTFM19jvrlFmxVaKciZ2TvnWF1fRalMqreWsexjhNtWePz6r/86AJubm/z2b/82AN/73vcYDoeL97a2thY//8t/+S/v+eQXL17kyJEjmM4GyRjD4cOHuXjxIvv37+cP//AP+df/+l/zMz/zM/zmb/4m/+gf/aN7ssE9cGB81589dGjlnsf/RUPjIzFu170ZoykfcMlWjKJs/cThFZQWWy/TLQR7z7/qY2dNKItV4cSkUVT2NRrQRpFiJmUJgHdCK7XLbgxkNzH4KCr9SBBfOENhNSlmQkqoDPXCw1xhlUIZzbA0rIxKprOWkGWnrfEWpS0rCtZXSrQRYcDVsWNYFVSFI7SeNmcGIZNNJKcEGopBwaAwrK462iawNWuJKColJYjKruCcJaaAzxDRHFwv2fzhnzKbJHSGF06d4fX2EDFoslGyYKVMYTQrpuKSD3z1S1+lfe81rDGs7l/n0KH9XJ5eo3IOpyI+9dZpkaoYMCg1KysZs76O9x47l6TL6mrJvpUBsP2g1EaonEEbWYyt0YwqR1VaYpQFbC9KZxbf+RK3xqPEV0uefXB4GBwLt+fZW51///7EZN4+MJ5tQyLGRE4iEGqMpj/4Xp7dnLfYyqGyJGQrZ1hbkTJvbQ3Xtmq8T2A0g0HXAtLxx6A0jEcFo6rEaWgvbVG1JQMD81p2A4vCMV51lPUNso4EGpJvsNUIFAz3H6IaHWRTweV336Ft3mTfyWeI7ZzKZPJ0A3Ig1hOyr8kxAAlywlQjtHMY57CDcVdNk9BFiSqHpGzYnBvS3JNQRDugqDJrwwH71yvWRobhYIC1ihQSuvaMRwUrgwrnlAheayjLgtIKx4I8QI1KR1latGLJsfeJR4mrlhz7YPF5iGULq8kpEzO7OLYJEWf0Lp6931jWas2s9WLxmjOlMZ9JLJtSwNiMj5Emaerac9J8yOSNs4SDa3D1Akf2HeKyH5CTIudMked4hotYVpsWlBIuBJqQGBVOEvGtJvpGxD4Lg7KaS/MBJ/c3mKKisI6w1Vm95ozTkaoqKMbr2MFgGct+iniYfHXbhEefwPj2t7/N3/gbf4MXXniBb33rW/yzf/bPeOmll8g58yd/8if3lei4W/zsz/4sP/uzP3vfv3/16mSXYM/tcOjQCpcvb933eb5IeBhqv6vrQz66tP19GC39iGKPuHc8knRQQK3FymuvZ/pOa6e+v7Gw+qZjppRoQ1p8PkQpvxsUZuESMG+82GMFKc8zRlEVBms0M6uZTmop1Zu3zNpADIEYMspYJpOGlEVpWaXEbNJSFmKRuLFZc31SM6ulJC9naGcN7aiidJ42Rq5vzpm3CaMhRtjMilNPfJnmwqt4H1g7vI/22gU+2rTisAJsnX+Zw6e+yQ+nGWq5To1iphWl0TRt5lV9iOefO8ITXGTzrde4Robr73FovI9g9mGMIaVE0g5CRmVNMkNi60kh0jQegPkErkmLI2VhGVaWECKzrqWo333wA7f427m571Et+x4/Bp8WX93vwrPk2QeLh6WovpdnWewF7kbhti0SP45n9zoC7OXunmOBXTyrdV7Y+fU866MI2QG7eXZWUzpLM/fMZw1N6/FeJsz7QGMMhdNEb/BNYFbUxJjZ2KqZzAJ12xJT5lDZUjRzyCs0rsCiSG2DrQaEjY9AaZqPLmCPOjaubTCfNfiYmG9c48iwpGlmHVcrlDbkGDGDISHU6GpEbmbEZoYqRyhr0KN96PUnUCsHqJNhMrlEzICxrD3zIn92FayFnCM6JDQW33pU1sSQCG1gGhOhSQxKS4iJsrC0dWSqt8vlq8LQdBU7t7K3XHLsx2PJsY8/HvVYNkYRo/CLSjjhWKnaUIs2v/uNZX2QSo+6TQt3q7LQVIV96LFsCAmtMjEpQoyc2T/HfPgexYF9UJSMV0dov8XRYcl7W+BTZrPVzOY1W8DAGXybGQ4dI+tIOuPbljp4VFLEFNAaqsIxq1usUUAi6CE6K2ZRM1o7SLh6CbQiZIs6fJIPpxbbzJex7KeEh82zH6vh8ff+3t/jV37lVyiKgm984xu89NJLAPzxH/8xX/nKVz7RoI4ePcpHH30k/f/GEGPk0qVLN7W+LPHo4NPuRxNP8bTntdvbHlaFW5BqyokCs6uXMaaMQ4TpUkqgxIWgv5adStUhJdlZjGpRlp2z9EwaoPaBpk2knIih91jftoZS9L3lkaowxAxRQeU046HrhI/kgSDELNUWPtP6KCXebSKliFy+og2KmERE0OeEMgatE0YbNJFJHXlLHeHQlw6g5ptkF3j/wgdA7nZPgQw6zGibAmM0IWZRr8ZgKsVwYNFZk3Lm/TfeQCuN2dji0KkzTN8+hypWGZ56kfb6R1xpDdYaxs+cYaaGjCpF4y05K3xMlKUjxsSoMowq+TvRWnZmCytl8Hu9wpeWWUsssRsP4x64Hc/K+XcnPXLebct4O57NIVBYK2J0HccWznbHFJ4NnU2fUgq7IzHS96uHLlCvmyj/DgnV9bvv3MAUm8Cu7BuwOlM4LVUOud/tlJ3A1osF75qpKdINmqKkqK8xfe0crcqosqB65qsMnjxNO79O2riEW91PdfJF6muXqX/4XUZPnGY+b8AYytxi9x0hHTiKv/we2hZUx0+TXYUd76e5donq2LPM3vo+dv0IfjalevqrzFKJ/ZH/F+dfeRWTMysHn2Z07Eu8lw/x/sxgnadAHl5sqXDG4JyhsJaoc7dTKGuTj5HK6Y5nNTlnnJUe/7KwizJz+Q6WHLvEEnvxqMeyveJA7HSWYsqYzl1EqT49fX+xrI/SzuJjJPiOk7Uhpq4ShIcbyzZekjvOKp42l8ivfYf6yruYwnHwzDeIB44wPf89VDPj6MoTzJ/6CdYrxYlyi9au8N0PFXZgqIxFGwg+s74qlX1HRoE499SUXJxZIOGMVNBM85D9p05Tv/sqtduHPTJm8OSzbI1OcM0PqIxaxrKPET424fHX//pf56d+6qe4fv36rgTHU089xW/91m99opMfOHCA06dP8wd/8Af8wi/8An/wB3/A6dOn76ltZYnHCyFKkCvq+duBtyweN/cu7iSWECGSFrod/U6j1qoTfdppH5VpQ5DXVO76CBMhZNrWd+rTlpTEF71JkTYkNmeNiMll6ZseFBml7MJirO+fBlGQts51PfGwMqyY1DVNmymcBLQ+BOZtYlaLCN+siWilGFaG0cBhnfQWDgtDrBzDQokjSjaEmMkKPtgybMxHHChqnNLkFNFayhytM9TlkNq3pCZ2fZgKioxJMDCOqlSUzAiq8z9PieubntVTX8PuO8oVvZ+4LzOIM1I55LJb5UDpUFozKBL7xgU5g0+enBXDssBZmQubFYPKUjl720VguTAsscTDxa14ViH6OzmrXTzb97bfiWdT114B7OHZ1L2mpLIjs7D1izF2/Kuwmm7HEZrWs1V72UELGUWiKnr+6PQ7YqLxAaU0hXNoFUVwblQQYmTeRJztq0yg2HiL62+8TF03lDpTrYyZKk1hM0ZlphdepnzpLzF89sdo3zkLQP3uK7hDpyTpEgMpZ/btW2fy5ncYf/UbqLWnGJ94EW0sKUbmF9+Eo6cpT6+Tr77Lytf/38xuXCOGzJX33qNkha39X8E+99NUqWaiKs7PLDEr9q8oVJBycquhsoaqMKyOqsVOrnMDEVv1EdXZJppubXNGXGmcMbfk2SXHLrHEw8WDiGWB3fGsFkeTnbifWDYmqOsWnyEEETx2RpKmWpnPLJY9XLbMXj1HpSRhOygLtr733yiefonixIswWMUz5lixxQd/+h9pUsRay//jpb/C/5w+LeuD1VitWB87jqYPmb19jhQjQ2U49vRpXneHCGRcoYgZ5munWF0/Bu2EXIyYMsJHz9gtY9nHDXdlS3vkyBGOHDmy67WTJ0/e04n+xb/4F/zX//pfuXLlCn/n7/wd1tfX+U//6T/xz//5P+fXfu3X+Df/5t+wurrK7/zO79zTcZd4MHgUMpOtj4SQ8F1mOXaOAeLFrclZMtH96zt3sWCPA0Fnq3Xbc4WISRIMp5QWehwheHyQAN2EgLVAl/mWhSFjDRgtgWXKkk0faAvkRQAqInIyBmM0GcW0bklRND9ygtiV8MWYGVUORWdXphUHVyuKwmK0wTqF0QV1m6i09CR6H2grEefbDNLn+cHU8dKXXmTzzZeJMWKdpTr+PGevpk6FO5JCYjQo+PJ+zXrZYKuSjWQIZoRzRhI5KaNaL5aMh1/kwqYlNpHCrTE0hpVSfNhLayi1W8yn04VcV8rkELvvSFM5u0uQa4klvqh4lHm2D6pD7Ko2tGJQ2JvGeSueDTHdkm2bNi6qN3xIUmWXM22QebBWjpF0IiXduackcpJg2GpJpmgNSrPgkZ5j+zGYwgovxkxOCoOS/ncUgzRh+vZZyImqcBRxQvvuWQ4983XqySZksApcqJm9+zrt+28syklieovy1I8RYkFKYHXE7DvImxeucurwgEvf+79FkPDE81RPv8TGtU2IHi6+R7NxlUkrDyzWWZIpiGbAR1ND2xpSyjinKKwiKo0tpC+/KjRVVXR94mCtJNTbECmdiBc2PnUOAGYhUuiMXvLsEl94PMocez+xLGzzrNbbIqKLc91PLBslnRJCXsSyWknCW4j8s4llXZxTp8RWMjyx/zCm3STGgAot02nN+5cDz35lH1vf/0NSkLUlhMDm9/87L/7EMV65MUBlRVEq1ouGyatnRZPDSjJo9s4rHD21zqW6pHKKQWlZUTN0nKMGK3i3gvKRoVvGso8j7irh8SDwG7/xG/zGb/zGTa8/++yz9+T2ssSDx6PgH73T1inl3ndcL1SmZUHYttgynSPLTuwt66P/PaNod6wSMeXOirELxGNiUkt1QkzS26c6tWdnDUpryH6xEHgfaJFqCK0RG66QMIWUc+9drGJKxJbOOlDKrEuXcVnaYqyBpA3OZQYJBpWhKGTR0IqF33lZWNoQUQqcM6yOK+hKHFOKzOaKd9JRDp7ej2sneDXkhxPLbL5FaAM3pp4DqwU/cWSCf/c1ks5QWp5+9qt8OD/GyeOnmV14hZQ8xlhGp85wMQ4ZlQmvM6NC3FjEoixToSQ5gnSelt1D087vqN9xXGKJLzoeFZ7tObVHSttq/lUhO4G9mocxN9+8t+LZWwWBovkhVXYhJepWlPKVUsQo+kfO9BV4mpwkMWuUcPB0HqhKt+C3nGRXtPVSKr43+I8x4ltJptRtorCKqnSkZovc8WRWoHSJ1QqDtORYIy4xOtREbamOPYu/8RF0ukVm31P48ijDlQ1yYblxdUKMnrevwPEXf45xEakvv8f09W9TX/uI4TM/gl49iLOa2aWroBTVyReYj5/go5kj5yyird0cW6uxzuKdZ3VgsMbKGxm0lsRI6B6UxKlBkbPfxbHwYN18llji84hHhWMf9Vg2I+OKMdF6mSNptTHEKMz0acWyzmQOlg1pvkVyI7bUALTEskVeYVBY2jaykcccXK3QoSGND3N18yohNJhYMw9psYZpFDkmrN8g54Jj40ihalZz5EqW5I82WtRRVGZgGsb7DIPUsqKuMX31h1glV18dP41ffWaxAbCMZR8vPLSExxKPJj5r/+g+G98H4jFlVhRdUCd9y1rtUKPuxrTztZ0wRhFSJGfpB+wXkp2LR84ZyDQ+krJcb9NmFAGt7cKrXOm+eDARsyJFUZTWGnLKopqd1WJMvss4WyO6HiGmRQ9j0waC9ygt/dYthpiVtMcAIQSMFsE5Ed+O+KSY1g0KRcqJlDJl4SicCNa1PrIyKDBWertjqskp8/6WY16P8DaxcXULHwKJzPrQ8eUDmvmFcxSdO0JoI1tvncWcXOHV+gCnvvJTuDCjZsCFVJFixBhNm2DWJIyRxEthTLdLwWJ3IEPnI7/9He3duVhiiS8iPkue3bnj2bRxIRraw1nd3cN9r/L2eG5nq3czz9qbHjZ0148+bzy1T7Rt6pIgwrMisyHtM5mEPBbIrmIbMwap6nAdD+fu4SEj/eAyb7nrb5cWPp8yTeNJOTOr5fcrNyB3wW6KiVY5hvuOkIxFVgLF+Ikn8ZMb5M3LJOfQ5Uj0SbRDFUNavUo9qLi4NefYydOkC6/gvWejCUwuvkdlwV+9CDkxO/99Bs//NBvDNdb/4k8xTwXvxwFvX4Oc5wzLgsJaskLcEmLGZCkbn7cZqwNVYShLi1KywxpjxpAJKVN0drsp5cV3tuTZJb7oWMaydx/LxpBogrSRAJ3em6YwYjf+acWyVmsOtu+yceEVjAZjDWtPnWZqnmRYOmJeZd+Xv8q1118mpciVecHR0z/DhXfeZTprpcln9ShtNkBAAUVZsnrsSXTh+PraDS6+fpZEZP3oEQ4VDdfDQJJC1rF//ypDO2Hr8gWYXWN69R1WTr1A0yZCCEzfPkd55jDZrS1j2ccQy4THFxx9QLtzV68nyVvhQZYL7gyQfYjM27CD1IWJdf8kvQe3yrS2Xry9F8JNUQTsCmcWgkIhJqLPi35xgNQJvsWkuwVGgnVnRJio8RFy6vrbM953IqgxScm3kVLsmIQQndU0XWZZqUzdeDZnLW0rxzAaBoVhWDmsE+uwtnMZKJ2hKhSzNjKZNbStCEH5IPZe66PE2oomx4j3kZluKKxjPCpQCjamDZvXa5oYqDcTpTFobYgp4ENkXxEorMI6TfCZwbDiwMF1TLnFB8Hw0WxIYoW6geEgoVEMhgbfarrnk648EMhIz6cGhViUiZCTLMSF0zftXCyxxBcRnxXP7uTYlBJNuLn1RCH3dLzZVe+eebbnWAAfoGkDbZBEQ//gkRGeVd3vFtailWESPClBGxPETABygqwThRNBv7Yr15briVKSbTRkEcub1ZGtmZcKEIXw+aBi/4kzTN46S0qZpDTp1E8QqkO4tS3KytK89wNm773G/ieOUr/9A4Ynnyeh0QeOM3nnVQ6esFRuDCsDrtcncc/uI082SEP46J2PODyKuHIVlSMxayZt4MMPL3OlepLXNiyjSoRUQ8roNlCVmtZnBl0rTllofGsgZ7SF4cBhjPSOO6sx3Q5lL17Y70A624sSLgPxJb7YWMaydx/LtiF2trkZsrT/OSstdTkn2pA/lVj2YNFw5fUfkEmS1FWK+v0fcuzZMW3j0eUqk9VTrLx0kGaywbXG8P+7rji47yDlvhqvKv7gDfirL/xlJi//n7jCceDJJ4mzLTbe+A7qxvs8cfw0l67XbFy7wcH1Qww3Jnjl2LdSoG+8w8ab35YNwKe/wnzDMn/nHINnv07a2kBlMHFKm1aXsexjiGXC4zHAJyHulBOTeUtKEjhKFlNu8L14kOWCe7PxWovN1t7XnDGLIG/7vDdnWvusuvSGSxm19KQHUELeTRsJXdIidWXFpstgF06TsmE+b7udR42PUDgp1/aqF4WT5EZWUFqDs7JT6UNCa0VSUvXgPUCijZHGi53XvGnJWTGNiRQTgUwVJOC1WhSsiy649W1L00bmdaBuI02bqQrFxEg5oQI25pGy0FhdYxRkMluTBpU1KhmyTczaxNqKRWWHqQpMaSjKkhwTZaV56uCI2Tvfpb5xGdMannzuq7ybn2A4VGIz5jPOOcgt1khJeciZrZlnPLAMq4LCbgtc5ZwXAfhygVjiccLnjWf3cmz/ELAXYm1oafPNtnq34tnaexqfFqJ7PqQFz8bIgmNjyp3bgIJOhM45cRVpmiBl1RHaIAKolbO0BIaVpbSaNiQGhcZYi+7aYEIEowCliTEvktCBzMakJcRM03pClOSC0uBjzaw8xv7n9mPbCWow5nqsiFnTYHkmXab58FWcVjSTTUZf/jHm757DjvYz+/AC7uBx/MUfkjeucvypL3FRPcHrN2Bja8wJAjoju5xRkZMI/hldYo0jmSHDUpI189pjtCJoQBtKpykreSBz1pJTi3MalRUhw2TmGVRy7W4Hl+bOgaaweml7uMRjhc8bx/Zj/rzGsjElsgKnVacVJDbWn1YsG9MmbRuwBtoAShv2D2H6/f/GViqwxjA6eZoL6TAfXi1pfebYSkS1NVup5HKrmTaRP75xnL/y0/8f1uyc2Zvf4916zL5CrHPrC2dZP/FjTDauc+kGHDj9DYxSzF7/MypTkGIEBfN3X6U8fIL5R++SQiNi/lphqjHAMpZ9DHHfCQ/vPX/37/5dfvd3f/dBjmeJe8QnIe7WR2a1Z94EEWQzkbIwaH3zn8WDLhfcm41POWG7cjpndJddFfutu7F7yhmavhIC8CGgFZSFZTrvgm76BTUL2ccu+13I8X0bKQrTla9lrNW0IUpRm1KorMgqiysAGVdY8Q6PkcbHrjSxy7h35wgxM50F6q4EMPpE9IkZklGfxyB2V4XtercVbfDUraeuI9M6Mq0bjNaEaNmaBjYWO7GJ+VwTkeseWcP1rZat1uO0Wvic1/NI1ND6xFtTzddPPk/9zqscOLifyYXv4lYOcKWW483On+PgcweYmoqhc1gNhZE2Hq0NzsouRUzgo5RTaq3RGkxK0o++3HFc4jHD55Fnd+5sppQWxy7dbp4tC7mOu+HZphU7w9Dd+3VftZEzm9O4qPLqeVa4FKxRaJW7nvZMWRh5TeuFxoc4uig0GgxUulsHjDhPtSGTkvC4955IRqGIRhFipm4CIE4GvoldNZ6Q5WZo8KWjsIeosiUhSZr99buEy28Trl0koxgc/QtsnfsTcvDgRigS6dq7rB3/CpPz3+fGR28xPPFjHNf7ed+v8NolxddOnOHa+69wbO0g7eZVqhNn+PD6DUanTvPDmWPWBKw13ZwpeYAI4CrDSmloo6K0nbuA1ZAVKkubTt+u48hUhROnhSXHLvEY4vPIsfD5jmWdtQ81lt3UjlKJ9lLTJsbrYzbOf5e0doy6jqAjG+e+R/mlv8R0FvnK+CrzH54jxMTAaF54+gzfC+s8XV7izW+/xpNH1okfvMP+tYO0uUJ1eh4uB3KEpCJbjBjEhjZbqm69QSEV2dWQrA1JF2QaRifPEKp9FEuefSxx3wmPnDN/9md/9iDHssQtcCdy/CTEHVOiDeLI4bryWHImZdU9XKeFH7hWmt5e8G7LBW81fmDxc8qJeeM7O0PJYMcQqaoCa/vs/Hb2++OuJ+XU7XxJtYUsFgprxCM8ZfmvAnyUVgxnu/7xLHaJvUCf0VAWoiAdY8bnzjldSSmxNaLurBRYY9iaBYxOqK5ksQ2JECJ2UHSuB2LPVVrDXEHjE1ZpmpBwFvbZhtLPKNwadRozTBMOsMFgWDGbd+4qMS90M0iZNomTQSbShhZtLEEFJj5AygSlGFSa2TQwHjlinTh4oOTUuiKbIYde/CZl2GSycZlLrVz3oDAYkxmYmmjH+ES3c2ApnEEpTekUlRPXgEFhd+08OmuWO45LfO7wcQHop8WzINUR/Src93/v5dj+vbsdf//vlGXcrQ/0w/deKivGlcPabhduxzXc6XpiEmG6vkpEeDZSWHGtSqmzp01pF89aI7+rlMaQyd0uZeHsYi69TwuO1Rpc5z4i+kQQkwEfCCRQiuQzTRMonCVrhQ9dP3dhUT4SCkvbBNHIMJkUM2RPdJHKZo7aTYr2Blsffp+wcpBqPCbPNonTa9hqQGwNxjnay++gqwGzt77PyqHDbFz6kBgaph++wqljP875rcyfXVnh+eN/kY9MzdpzAz6qPe1axYVNS6HFIlFledgZWENZWcpSMygN1lqaEIgReUBT0ivonOgkVU6SID3PLjl2ic8rPutYto9BF25R8EBiWaWgboM4VXVvPu6xbOUsMxUklkViWaUzpEzOEatBKU3rG2aNp42J4D1vXc+89OTzhA9ek2eL7GG8j6tzSXrnIBpN1m9xZKVg/vY5YkpYq/BtpHn/FX789E8ye/M8Txw5yNr6iOb6iHpyDbX6JMW+w9jZFQYDjWoV+vgLXM8jjDWQFV6VuH2HCBtXQCtCscbq1/83fLmfwWhMKPcBS559XHHHhMfP/dzP3fa9/HHssMQnxsdlvG/3FdzNV5OzfId98LqwvVLQ+oDCdH7dWWyttKZuvPRLL5DQ+vae1DvH34bY9YqLNVevKJ0S+E6uTmuFUhJUF+7eMqtaiZDbvGnxnX2s0ZBTROuCnDKZ3B0zCol3mXdRmtaYbnHJdImdDHXjO2cB0a2om8DaSK65co4QE1pJ2WGKmZild7zX9QhdL3kbOltbn8g5MQ+Z/QPL0fgBW2fPElQmDAYcfPIoH124wLz21CHx7PEz/M/NFbxLFCFQWkPSMt/HqoBNUza945WPPFprSqeZtVCYTGhhdcURY2ZtaHlpdIPrr5zles7UlePJF19iKxgUmaJzKkBpVDkmBr0ICoxRrI4KfJSkSFlYnFWMqoLCiVjVZ2kBt8QS94u72VX8NHg2pUTrA1aL2GdGlPrrNtB2NniCJLtMBnoBtTuNP8aw4GgfIo33hKiIUeohCqfRSOBaunsL6nKXnL6JZ02CrDDGkDr+3MmzReHQKlM60Ztow7ZFrdZaAuImoLRwfhMiRoE1lnFR0vpAzNsPEyl1AblSxBRRUR4CQk7ENuNbSaD4FDEZxspSh0QIiSfKlienr1NffIsGSO+/zMqxk3DwBO3FN7DlkOgK7MHjNBvXoBgRpE+H6fsvMzzxIhvZEn2kyg2pKVE58daWpW0d5Y3MdKbItFQuMB6VpBQpCs3AWQpju7FLeXlG1lZjDM5Jkicn5LOFZlQVQJ84Wu42LvH5xGcdyybNDpcUzaz2C84V3F8sK/8Wzk5J+Lfn2cc1lg0RGh8ItcSyE59YKwraJlE3kRAMdTOXKuCQmNae65MWlWE6D/wvtcbzJ3+CAQ1hpeLqlQ0aHyRBHxM+KdK8YKRqEdjWkGOmLDUxJlbVjPV9AyZvfZsrtuDgk8fQXGKmIloZVp77C1LdvHoIbTQxa663FYdPnobLb9AW67jDK6wc/zLtvmfYNCMGZYFyCreMZR9r3DHhsbGxwT/9p/+Up5566qb32rbl7//9v/+pDeyLjrvJeN/OIulurJMkM626fuO4ED2SrHVfMifnTymjSGSk/9BoJVUHGYqgSenmBWzn+HvrLPlHIHb+1r3KvvdQOIWzomKtP2b8t9opUAqsVlSlxRhptzBKYXp7qe6g4lHe905KqbU1chtkuqREyoSkmTeejWmDMQZUhhwxypBypvWZnALWKFKm6/8DnTXRZkIbqNtE6pT1Q0g0MaBRnSuCZr+tmbx6Vh5GlGJ1OGTj7J+w/8RXmNcBj+HyB69x+ukf5ztvt9wwicIpVscDzhSXmLx9luADFYqfPH6a726s04TE/nXbuR+IWOm1a4Gnjyk23zyLyQlTFBw4vI907T2eeeE077z6GiRAaVZOneFqGMr8KIV2htVRge76xksnJYGu2x2+297GBykQtsQSDwJ3u6v4oHk2pc4Cr+irF/rdPOGmvv+7d0GqioyNmjbH23Jsfxwf02JcMWUJbrt9TNXpaEhi+eMHv/ee7X9lL88OXGd3CJ2A8fa1CKdn0IqycIAE4J5MSDCfN8xqT4hSBh6SF1cWq8gJ5k2gdJp6YUWrUSljlfTm+5DE8rYOtG2kCQAJZxTGOIxSssMbA8ftJVbeOsuN978PaPa99JdhMKB++2Xs0ecYPv/j+BuXGZx6icnbZ4nKkYoBoyMn2XzndVROuH1HuPzmJZwztIMBa2uW2aylqQNb88hqUsSYKYwiZBlbURZSdRdg6DTGieNCVgqrFbayjFccKkXKyuK09L67HbvDd5OYWnLsEo8iPutYVmvdtfTJGFRn1RrjNs/eTyxrUt9ykhaxbIw7ePYxjGVjgpAS83Z3LOtDpJ6LNsasyaQ51J1Aah2SCJ6GyHjN0s4Cs6ECHWjnhsGTz1Off5kYEikrVk6d4dvXEs8eqFgZyIYciJhq3WRMOWT69lmsdYyPPEHMMDjxAqODJ7jy7rtceP8G5EBhFG5zk4NnDpNyxLgV9v/IN5lOW1IxYuJWJDm1jGW/MLhjwuPMmTOUZclP/uRP3vRe27bLKo9PEXeT8b6tV/dd3IQixCOLjrPiCd4/yFpjFi0sPVLOi75EkHK1wqiF6PTeBWznOHPOO/obJYOt2C7NM2Y7mFaL37n1uG+3U2C63jyjFaZwmBC7Mj0tpXIZbKdebQ0UXVtGvxDKz5LdNgpCSMzqQEqdRRdyfasjizGSTW9DxEfVEXLGhyzEmjMKEfBsOxtIayFjCCEvxpKbCSmJUrY4GwRW9h+gPv+/aFqIGY6efIG3pzOssrQhkiMc3j+n/Ogcw9LTFoYPNxNbb53l1DN/iXc2NVoZUsg0MZBCZlwahjTyXbuC44dH1G99l5pEunGKQ1/5Ua7VDjUYc8WNSDlhslp83zFK3//qqFjM+73sNj5IgbAllnhQuNtdxQfNsymBtZqqsLt4NnUntsYgVdmqK1eWe+VOHCv/zl3lHLv4VJEXVR+94KXw7+3HfXuelaC359miq9LoHxwKazAGUpuoCrnG1JWcx5R37FhKkOy97JbGKLocjU+MBo61qsB2/e7zNi84tmmTcCyiLdS03e/FROGMOAcYjfeZ0krQPVBweBiY/fAcR8Y1abgCSrHx6p+z/8zX2fjz/0y5ss7Gd/8It3YQv7XB8OkXmd24RjzwDB+8+w7r+5+krudc3or4EFg9dYbXrkHTelCymzwqLG0QxxVyJkeYTVu8ibhSU1hLEyMHxwVlaSFDyBlnLDmCdYrVYcmwtItW0rsNqpccu8Sjis86loXd5ijbsWyXALnPWDZ01th7Y9n+c49lLBszziii6WJZRPB0Wnuy1pAS05knZuH5TML7zHwugqu+TvzU0QmTt87hc8JrTfnsV8mnvgn1hA3v+J/vRgob+WDL8PWnX2T29jlC58619swZ3rvScGT/UVaGlvmFs4SU8KMVhuUq169eJ4VIVWiM02hrWJ29w/V3L9CQ2ByWlE89j147sZj3ZSz7xcEdEx7/4B/8AwaDwS3fc84tBUsfAG6XLZT+67SrjxtuzngXztAGEWrSmntSEy6cEa/vLiVuO7Ju/W7rwr6EOCXx1s45kzsD752f20nsO8cZothcgahVKyLOGjT97mZeELzWt8/4f9xOQVn0DwrSy6nItCFSOkkChCjq04Ni+89ed4J7TeuZ1WHR0xliInVlkdooWu/JWXYKQpQFqAkRYsYV/ZxL4qJwmqF2eJOkxNxqclciiFbkDPPW05QDshLBvRgTxXCF2ev/F7kYSq98hvrdcxz62gtsfdAycAqjDF+qNpjfeEdEAVPmxOohLtYlqBZthjilGa5aWp+YzBsaD3o8oqwM+w/to3nnuyiVySjamLj2yvdxz/80N+KIldISUkIbs+O7kDEqBYW9N9mf/jvbqUsA+q56c5dY4kHhdjtpt9LLuBX3PEie7XcXYQ9/krv7TNoXRDju7jgWtnnW0VfmyQOAtWohgLeTZ2+3+3gnni2c7BD2u6dGW3noJ3caFIaUEoPSLXYidfcwU7ctPuwQ94tSXp2QJEWKAaUTGbFMbLvqDWKmKqVqLRNpfWQ4cFgFo6yZ1gGDAiM96/3MSoJY4duMUTNW1Rb+2hXYvERWimLtEMFHyhMvYPcfxay+B2T85Xe4UddgHaZY4cqW52IsOX7ma1yeD4hPP8P3NkRvY99Y4WNm7gMDZ7AOslKkGIlBHto0Gp01zmgGpaaqSkqrqJuEUaarxIEQxOJb1uG758Ylxy7xKOBRjWVhm0N3xrJG97oXeddn4O5iWcgkLQnfnbFsf/7HMZa1SVIiMWe0kWTPrPWSsM6B0LWwhChJlpWBxaeEs5qQMy88YZi88zpPHn+C1XEFKbJVX+VGucofv29IUcRmnTWErHhteoBnTv80ZTtjK1q+ewWeO6JR+48S3v825WBA1pZJq8jvvcm+A4fZunpV1j2tGa2tMH//DRS2m43M7MI59h84ihruv/Mf1W2+syXPfn5xx6eXn/iJn7jte0opfvzHf/yBD+iLhNtlC+X17fI5o/NC6XnvjdV/FiSIbnPEGHXXJVdG35zdNFpKyCRIDZJdRqNIi5u7DanbOURU9dlN7H3Gvi+7s0Z2FItOLVqRKTvVeWfUrgXC3Cbj+nE7BX2mv7fzillec12WXyHjboP0IvbBv9IwbxMxConnLMewShGVLJopa+o2UrhA21q2pi2+y3bnOkrLT+52aY3CJ3mAQSliV9URg8yX6dwJ3tnMfOnJr9BeOEf0iWayyfDwU9y4egOQ5IhbPcDFq1O818QALz6p2LxyCasVxCx2jVtXOLDvBO/riqILlmfzwLQJzOpIzJkL1x0/cvJFivkHRDJojV09yBUvpZgFDcas4iwMTEFKGd+V37chElMihExxjzLHOUvp5d6/c2eXC8QSDwe349nYWZcuSpR1pirsHXq45ecHwbO9BazewZMSsCZABPf8XXJsH4SBaD30iYaYpLpjVDnq1gPyECHnVHv0mLbxcTxbWAtZKtcaHwlJjrvNs11QnGRnsC8rzyhikB53paCJmRgCRmkCMr9Nm0nRoxF7RB8zg9IwbxMpRXKGEDO+TWANKUfRQYk1JncBflCkHCmd4skVj/Zznlh3bL58ja0E+8brhMkN/NY1CldSPvk8Ny5/JGvGjY/QwzWuzgIYWF85xOEzX+b8pOC/vp9pmkjhMkaJC8JWE2gaEUw0JrFqHVZbrDVko/Apii6Skvk2zmAV0nIzsIQEOeWuuieJuOo9YsmxS3zWeJRj2Z5nRV8jY9GkJBUDVeGY1v6+YtnthK5wYkoSV/aOKvD4xbI+xE5YWZLLOWeMEUfAEBItkRAj1miqypAQwWblFAVgY83TR9cYtZeYfecsKidGB57gS8+s8erqOpt1ACCpvIhl29aTm8g8GmqfuLjl+LEj62y+tinaTlqzdvgk79eaI08eYLZxY8G3w32HuLG5IXUreXutjPMJ9h4THkue/fzjvl1alvhkuF2Gtw3bGhe9L7RSYMzNGe9bHaNuwyKghfsrueqts7SG3GWG+928lBKN95ATMSum84gzidVRuYvY5fcVSksyoy/LzlkWH9tZnUo53razgFJQ3ma8d9vnqegi3yyKzz2klzN0/eKdsF8WUdbYOQzonEDJ7mrGo5XCGUVArANzVswbz7xNWKNQVnY0523AKEhKU3TfXZPAGcOwlOqOrAxEWTB9UmQVeXV+iCMnfhKXptRrQ65c3WDlwComtGTtuDxX5MEIreYi+udnXLl0jeNHn8e/9wopJYzVDI8/x4cbBiw0vmVrFlAomhDRCiZNw6vTA/z4k/sx06tkLFfmkqkfFo5yuEIZNVVZUjpNzJnZ3JO1onSW2EZqL9n3e8lm904ROyFzLUK1SyzxaeLjeNYskgxdJYK5mWQ+DZ7daU9ozPbuXL+bN2ta2flH35ZjQZKnGeEuZw2VtotEw06eXR2VAHf18HBPPEtX8rzjda31LmcYkH7yrKQMHDJaZdHqMIok7dwYoylNJKJp2kjj+4oSTYiBegfHtqHncIVzmpWBFbFTY6jrROUMT9tLTN98heA9/tgRnvzaN4mzLdAaN99CF0Oa8VP84aVVTj9xgmNHnmLje3/E9VkkZMXoyef5wfffxJ38UV6+2GALg3YKN9T4JuJDZjKP+JTQCNfHGFmvSrRT6KyYeiXfc8qMK8v6sKQoHYWTypv5PBBTorSGVhuasL2pcLdYcuwSnyU+D7FsiImqFA2hnTz7SWNZaZ3ZrmSryk5D43GPZZGWPHIiZUNZJFJSqAZKq9Ba4ZzDOEM7l+q3Sd3yxMEhxXs3mL97lpwkRvVXPyRXr/HU+Bv8sBU3meG4pCg1z5WXuPHay5AyA+v4306/CCbgI5gDT0FsQRk2NzYZrq1yxRxh9MJTuFhTra4RrcZ+8BbZR3JWWK3xKePtALXk2S8c7pjwuHz5Mr/+67/Od77zHb785S/zT/7JP+FrX/va4v2vfe1rfPvb3/7UB/k44nYZ3pToFJ93fECrRXnznY7R9/BJb2K/y3d//uLyIMBNO/ohdZUabjuwFtWo7cHszPb3u1dFX2IYklybFoGoiChQ71pgYuosvna//nF9nnsXTSkd3xZa7TP9zoiOiKhCqy57rkhaFKithdIpknXoIBob5ExKcgyrI6PKduG+qGHHmFFGkVNi2jQMnENlOe+B1YoQswj0NZEmZlLIhDbRxMh5r6ibisFU8+ITz7H5wevEXJCzYnDqNOe3HN/8UibXU47sX+HKFc2FjyYcefIlCh1pkuXV6So3NlpWR442ZKZtpNQKk7vMfVJs1Z7vXB7w3OGXaN59Fa0jzjjGz7zA1bZkPJRFLGdZ5IyWxdpaTeGkL7Ruw213wW8FrUQk0Xc7FX1v7a3+npdY4kHjXnhWEhA3B6ifFs/2nw0RjE6LY7UhE6KIqYG6JcfCnl3VTHf+vif7Zp7d+7DwSXi2dzzQmq48ejfP9kF4pg8UdefKInOfskKpzGhYErv+nrLQhMrhfSTliDMa5yykuItjCwOresKgbSgrR2g9B1ZH3IgDcgxU4xmDsEm8/BFTrbHVgP0H17DzqxgC7dYWlCPmueD81oAb04Y/mSq+fPhJ9h/5UWxsAcf5i1dJKTBNBUYnNrdaxgNDo5DA2cOsCYycJG0MUqHihxkTFSkEQFEYgyvF2aq0GquUCAR2+idaiytDWYi2ypJjl/g84fMSyybd6yVt8+wniWX7tjkVtlux9/Ls4xrL1nVLGyKTBhFkbpPY6VqIXpJDIQQqazFDQ2gz1cCyuTXn8GBISBGjOjnScsjWrGE8bJhMFMYk5lPD6f2ayZvnaH2kLApOHBrRfvc/MTp8lBsb1zn43Itcee275FCjjGbt6a9wLlRMasP6eBWfLBWK0ckXCOdfRnVtOKOnnmeuxqQlz37hcMeEx2//9m9z+PBh/u2//bf86Z/+Kb/6q7/Kb/zGb/Ctb30LWFrTfhLcLsObybsXCKSt4FZZxL3HyIvXd79xv1/TzsP0C4LvLLlg2/5Lxth/bjdRi6r+9qLhuxK8ncfduYi1PtL4uOg535vV73c04WaxoVuVnMW4vROYO9LuywJJEEmdBSLAtgp2VRQoDZNZuzhW26ZF6V/jpU2FLquutVig+Si7Fzl7clKsjAtiUqAS2Vh8CsybQNt21opJE7wnh8Rm3fJy2seXTv4kxk/xxYALG/DC6CpXf/gDVE5c+8Dw3Okv8dbrb3Pp4kdoa6mOP8+rH0Wm84xvItbAvgo8mXqeuD6FUYRhBVtN8/9n789iJUvXs37w901rrZj2kJk757kqq7Kyss58fCawfcDY3aYbW38QzQWNjCWOkIxkhAQXWEJYAktcYAE3YAuuDH+mRjJquzGNmmNjGw9ncg05VFVWzvO0pxjWWt/UF9+KvWPvHGpnVWadrDrxWLZrR0as+CLWiud71zs8D+fZyeFjC7R1iW71uGPzJDYo07yn0WkeNtOglKLbNpTDEusCRgtqG7ZcbRlfQ6FpJXzcXOsUUzxtfBx5trauccZKlbLNHJue92ieTcfwG8YEn4RnxxVNRHyocGbVCDGvraURCh0LoqaOwInvMIwTOqkLxafhdPJck2mNDx4pHS4EqtqjpMF7uSYQKEhtw9vMiMwNaVOxdP4ceQdGl86Sz22nMvPsOHQinYPFK2jbx40G7N6xDdPpEq6eYvX8d4nBo+Z2o3YcxHTb7OoJFvQIlOLmKGPF7GDlyqn0nkowe/gk370fsdFTGMmoDtja0SoUmRa0i4h3kdKCC562iQxLS7eVkWlNKzO0uxKjBCDXhAK8D0gl0DqmWfO2pi7llGOn+Njh48ixHzaWHSeVvQ9oqTYce23s+xMcywapKJ2jsp6q9CAFwaUkbgyBsh/IW4rgQxo/NBBqRyUK7rqCoj2H8B6kZOjAK0OtW3Q7NVUdGfQtdrVCVpZCw85d81SXv4e1gZb31OWIe+feYubkn6JeXkJmBeXMIfKRopXptVjWB8Vo9gitV7eh7Ijewg7uDFTiVzXl2R80PDbh8cd//Md885vfJM9zTpw4wZe//GW+8Y1vMBqN+Mt/+S9vydpuiofjURleKSVWhgcfFxvHPsbzipPHSKJQ6zPcY3zQ0zQ+/qh2GzauEOMDDVxjrn7YhmS0QsoUKAuSVWLtwto85/g17yfktHlOdNwdsr6uB1+vlERrgVEyWXzZdQGttc1OKXIhECKgY0xjNgKs98kVoLkBkEIgRSRGSYzJ0zzTyVu8dqGZwxdoGYg+fS7vPTEIausZlRVl5Vgd1vRHVRLhazaacVv0sHacu5+RqR7ztuTT2x31e28hiZQ22Yy9fepdtp38KsOlIc60+aOLJQPnyBSsVg5bR3bOZwzrQPCBVibwwErp0JnE4Hmvr9k1t42WV0gBO7IKZZdQRZdazKCkIOp14dJUhU6Vzc3n5f3g1jbuVFVIitvmfV83xRQfFh9Hng2Rxr1JbODZyZ/ao3jWed90aKXHrPMTLdjpscfx7LiKuP6mD1o0bnppmlNXkBm51tlRVuuieeOvpcgylPRNxbOZOScFj6PKpSpsgBhTMjj6QGUdMy3FHnsVd+MCrUwyunyKfS98iv751zFY7NIdzI4WYuUmRb3C4NJbBCkoduyjva2LkBkVAakzgqtxy3eJUlPsOETv5ne5++5pArD30Kvczg5SHvwyKoyIssW3bnhynVwLaJJJ1jmGVtBp66Q5EppOyBjoW2gFT1U7Ym4oVHKESDc3Yu1my4fUbu9iROs0Jjjl2Ck+jvg4cuwYHzSW9T5CTDw2GcuOX/eDEMtG59mR1QS/TKUKLqwKfEx6RhBxIYnI5kayPavJs5JhnTModqN3naC6fIoYI8W2XQwXTnBxCVb7Di8gU54lbyhsoC0E+BrXJImXrSbvbafu36N//z6LSwN2vXIUKWCvWkJnPQZBoTSNXpSgVDNIM0e76FAvr0559gcUj014eO9xzpHnaf73+PHj/Nqv/Rp//a//dfr9/keywE8yJue4x8Q/aa01DhillI1g0jrbj7OSG48hHwhYt2rt9SgoJdBSEKVYW8tgVK9ljwGMkmvuHY+bTUztu5Mt5LGxEGvanx+Rvd/KBgLrLWeTG5pssuBCQFUFSpvmBtcEp8T6jGmmm2qmEjjvGYwcIUasB3wSV80zBQikylDWMapsymI7z7D0GC0oSzA6YoxESIvSikBgpe+4vVQyGFUMa0dl02YQQyQvNNFHlJfU1nKyu8TyhdPIag69dIX9swtciRkxptbK24tD/uCaRMmS0cjR7mqcDfg6kmlFkWeUzkFMc/AhjXNSKIPR0FYKEVLldHt5ldHpM2kT0Ir2oROwcAydaWKMaJmqmWYiAfK48zWJyqbWd6WSv/v4GnJ+qmw9xUeDjxvPZloyEmB9aulOlTy5wSHp4cr/iceEkhPJjcSxUq5bfz/qd+t82NBFMn79ZotGJQV+E89qqciNpnaOsvLNTcDEzHnDs1rJ1DIeBUqlG4dR6QkRbCPqHBEYCSrLETGwc3SOle/8FrkfUUVHZ+cBRue/S6u3ndUr59BFC+8seSax736PWDnMvqOoesDK7/+/UJ1ZkIpi/8sMr56FuobgiXUfOxqkVuwIw4un6B3KuCWP8OatDCE8SgoWR5565DGZQCiBCBIXIdMGHz2ZENQ2Wf+2lMBITSvXGNOcUx8QxhBcuhlwISAbrZVWrpGCD8WxY2eK8ct0c7M55dgpPip83Dj2w8aySRRTERoh0808+0mPZUelZ0+8ztLbbzZ6TYJXjr7KH9/uEoQghhTLOuE52brHyoXTyYlQCuLRT3Gx9Rp7P/cSMnjODQreuGaxvsK6uBbLnr7u+ZHDJ5F33sGTIZUmm9nOtQEgCvZsO4zY/RLZ7i6EJdw7v4f3AS8kc0dOMOgexflAW6ppLDsF8D4Jj1dffZXf+73f4yd+4ifWHjt06BC/9mu/xs/8zM8wGo2e+QI/6XhQVTploh8UwdnIvpMEOTn3N25FXlN7fogI3/thcuOKcaOVGECnlREJDSlvtCp9ZLZfCJQMDwTKqdL3+Naw99tAxmte/z7WBaWUTMrSg9JSVh6EwKikAq6UQkjw3iGEWOtYShuEZVS7tMEQGisqgQvJSlAIEFLiXMCYRHrBB0Y2JRaSynVAiUinEFjvGA4dNngcaX40OofXOiV8FGQoXIBjs5H+xTNEHwjKgBDUy3fYPrOfvpNEIRnpNnOtNDMZgyC4yGzbEIKn11IYLZnvafCQG82wTurXvSJjpmeSR71W7MhqqnNvk4Sm00ZVXj7N7LY9+HwOREqKGLOuED55Xh6H2npqG1J1FGCiCjLFFB8lnhbPrguNig02iE+bZzutDOsdUkgyszHZMbn+DS3XE6Mkkzwb2Xiz8KRV0knuDTGsBXiTPJtniv6wZljZZAUpBJkWzagLazzrfPrAkkDtBNYmYUMpJEalcUcX128qerJkeP4NMiyhGqCMZnjxTTovfh5fD1FK4sr0/3VwWO/p7j4IdkR5OY2mEAJ+dZE6RrKdhymvvo3uziPyGVZvnV6zpowhkIvIy/ORWRXwps3Fe4LCOfqNlaV1kZmuZFBDu0jnRgroINL/KEFuFJ1Whs4kuRIYo1Niu7H6Tp0s6RYwjQ/ygTkWkvPCulVmqhZP4+8pPmo8q1h2rFEhhdhyJX792M8mlvWEBxK/kzzrN2eOx5/8ExLLzuuawbunUsdfgOAdg0unOX70q0SgEyp8lrOnK9C3btDavYPF+0uMRhXL59+g2v8V/vdqjvcCWzoKrcgLtSGWXex73lyd5eTRr9KnYtfOXdw99w5C1Agp8XtP8t5ojr1dT3nhLJkWiCbhVF4+S/vELoYxMbPRahrLTvH4hMfP//zPs7y8/MDj+/bt49/+23/Lf/7P//mZLewHGZuz5Wme70ECnSTOyRa5uplNNFpRh63PqG0+zuOQG71hc5rM7D8q2w9pJnDSrjDPJmYa1zZIJh57/AYSYmDYVAiVFGse2ZMq4GXtKBvVf4i4pp0txHRjoKXA+kRmqmmjdM4nYb4YSUn8yLAqkUJSZIbKWeraJ/HR6BFNm2FpA/gkbpVHRSUlUroUUKtIEClTnAl4eZ+hEBW1aPPuPU8wIIMgV7bZYODmjXscOnCC4eVTaOHwMaN36BXO3pN0uxqJJJcK6wNSSXZ0A52epp0ZYkj2aJmRVI3i+Uwno5VrZjqGPMtoibuITBBjOi+y+c5FPcDrmaZdPSl6T7bHv1+1ZVzFSDoCqVXdB1BN1UeraUQ+xfcXT8qzD7QhN9oVwDPhWaPSb3erPJuO+yDPpoTJFnhWCeqH8GxKcqx/N4kT0w1J1lhM+hAYVJaqHs+si2RjnRmMhKo57KjyaC0RNB2kPuBCIMbUIlzbGucjeaZTh4VbREdBHlISPziLygq8q8l3Hcbev4ma20kZBKo7h8jb4EtkjCmQ1zlIhciL9DmLDmb/K+gXv8Tq8iqzu3bhgmD51nWklMzNFqxe/w67ypqgcnbueZVTw+3kmaaqHd5Dlim6LcFMWxNJyv9Cpu9cNRbrRS6ZaRe0MpXaypVIo5y1w4VIZgRFpnDOo6T+QBw7viaS7e+k9gAY4pRjp/i+48PGsgC1dygl8TxcC+NReNaxLDyaZz/psWwrDtcs3cO4wwzJ0ewe50+fRWjBoa5jdmGBezfeQTnLvv0nuHwrUNU1uSopq5yZdsbROUlP11jZ5txdQ79y67FsR3NrZIgh427YxoETu8mqAU63uRNbtI1mzqwQslTkCzE2XTQR7QbknRmEEGt79TSW/cHGYxMen/70px/5b7t27eJv/a2/9dQXNEXCZlush2Ec5E62yPmwLhQ1brHb6ozaw1rtEsYNieO1rRPEo/zXH5XtX28fFA8lmswocpPIa1Is72HZdt+0YI8F9HwTgI/dAIRIm2vtAt6FtWrssLQYo2hFTYwCJZM9a1VblJS0C4M2klDC0KZEgXOe4ciRKZnsXq1ndeDSGIiC5UGZbBRV8jtXQuB8Eg8UJFEqESLBe9pG8JltqwwunwYiGZIfOnSCt/pzWAvLI0MrRIwAaysu3Ajs2v8Z4vYDjIY5b99T1MHT8oKooFNkSCnJlKB0Hi0VUUC7peh1DALotDRKSYyWtPOM2W6e2kiZxWlFDEnESQqBVBLZ6q7dzMH6xi7lgwJbD8Nah5EUFJleU7bWWj6RMvYUUzxLbJVnN3OjDxHbqO8/Shj0UXi2PLvOkePXb7aAhMfx7IMcCxIb0mz3WpKjCcYRyS1gWDmq2uNcwPmI86mFuhvAquTkohW0wip6OEAUPQaihYvp+cllIFJVgco5JKnq2HcFYqTYM7cLP1pNQqYCOodPMrh5gc5rP4qrK3rb9tJfXaHYeQhEAFcjshZCG0I1BKXR2/ai9xxjYA1LA4m78i7F4DqhGrHj0An0rhepL75BffcuISRF/zyOOHTwx3m3VnTzHOccUYNBJRtgI1E6OT1IQGmFlpIik3RbGTPdrCk+aKraYrRJNxAmVValWD83T8qxsD5iNMmxQogNN3FTTPH9xAeNZdPfH4xnP6pYdvIYm3n2kxzLWlEQZcpgjW3dd+6eZ+XS23jnmOsZ3OoS9FrsOvYKo+Ullm+eY9vCy9y8focyGDSRV9r3sDfOsX3HHJrAkUOH+fb9eawLD8SynY5h0RlQBUpK8iaWLXpz+FwjRZMkihGlJXlvFpWZ1H0Z18/5NJb9wcVjEx4A7733Hv/1v/5X3n33XQaDAZ1Oh2PHjvFTP/VTvPDCCx/FGn/g8X4WVpPZ8UnnnEm638qM2qOeY7Ray85PEvdWZhEnMZktf1yLolLyoVnTza+HjdnydWtEuVbpLK1jWLpmpjxtGiEKvAt4lTSynY+UtaW2nhAF1kcKo8gkSJIAlIseoxRRCEZ1ja2TEFSMYs36USFQQmCMoqo9UkBZeYSIuCCRShItvLxDUl84iyIidfpi7bWzvPjCVzhzK3BxWfClQ6+yfOEtQogo5VnWO/j2BYUySUyq28kZWYuJUBHpqBwXI+1Mo1Xyhp/rFiy0amQ9QHd6+KyDEGC0oZUnK7KKLq1DJxhdOo0EpJK0D54gFHOpt3zyvDTX3FYIfrJFMGtE+WKM5NnDb8A2Y3NVZYopnjUex7PjAHOMMc9upszvN88+rOvjYbaI8HCefRjHTn7OSY4ta4d14DWMKsuocmilgIAPTTU3BrRPAnnd1YusvHeKUfRIqekdOUGZ7UM2LcfDUKW2Y6UobcB6y5JTHDp0nDtXz7Kw72WMG9A9+hqD6+/hVhcR3jO8ewO3fIfMZOhtu1GdGUJ/EakzRpdPIbTBbNtHtusQ0Vvas9t47w+/Q11r5tsH6XYdw9Iz351n6e5dYhwr8Ef86h22m1XOig4+WIyWKClo5ZqWkZhMoqVC6aTF1Oka5lopmYxI3R+RJEKrtSKESCZFI9YdHxB+fxKOhfVzPMmxmzsnH4cpz07xUeJJYtn09wfj2Y8yln0cz35SY9m+Nezbdxx/8RQxpBHGzradXLp5h6Io2Ll3Bx21g3rxFuHWPeo7N5g/cIJ+pugcepXzy/Cnjip6K/dY+PSLDK+dw1nP8M13+MKrX+ePFhdoy/VYttvOUSqND3Xahl47Q8sUy5JrWodOUF4+k/hUCDqHTuCKeTIp1qxkJzGNZX8w8diEx2/8xm/wD//hP+TP/Jk/wxe/+EV6vR79fp+zZ8/yV/7KX+EXf/EX+cmf/MmPaq0fGzzJBb7V5z6stW6MyR/kZAA1GUptZRb4cRoaD1vb+80iPgzrCtVgg1ube2zlW1M6Hq/D+WTDtXnJMUaq2uFC2hCs9TjnG5vG1L2gYxJ/kjKNepS1TV0NUuBdbNxkkkc4MuAjQKo0pKR2TP7yPqIzhRKCVmGoq6QiLSUoI9LGohVSCcrSUbuYbMN81dhOAj4JQqE0e3ueWNVYXfDtxR57936JjqnwqsUfX3P0nSWzhkJ5bg/7FEZgY0TnmqGXZHkKqAmRbTpnT7iOfecMSIHMNPMvnKSef5EQxwroqfsnLrzEzNxuqIbIVpdYzBIbpe3N2Or8/1arIA/DoyotU0wxxpMGER+WZzdf92Oe3fxzeB54dnPFctwavVWe3cyxsPFzjjm2rANGS8phTW09zvtktyrTWIcgYmRS+G/FVVYvnCLGNL4So2f14mnmTmxnKbToxBU6cUCZF9weZbiQNDWGtee9sIuDR7eT69uEO+dZuXiWuHyTzktfYHDxDMWOvYwuncIoqC5EZj//E9iVe+h2j/aLn0MIhR0sEfpLjO5cpnXks+wsHFfqyI2lgPdgMs+rowofI8GDFMnpxhMRQbC8MiRrKXyekZM64paHkV6ErKMRKlJkml6R025la9/VJM8aLZqujnUB2fHNzCSeRGNlq52TD8OUZ6d4P3w/Y9n09wfj2Y8qloX0O7LOr/WOGK229Dv6OMeyVR045eZZ2P9llBtQxYx3VgWdLGf/QgduvcNw+SbFrsNk+48Re7sY3rlC/tmv8PobNa9tW0adO0tXrrBy9jKtA69Q37/DzmOfpVy9xqd2zvIndwx96+iJDOfSelqFoZNntAuNUc3tqxT47S/R6u1CuSEi7+DzWTLx/noqW8E0lv3k4LEJj1/+5V/mV37lV/j85z//wL995zvf4e/+3b87TXhswpNc4E/6Y3jUJrI56PETKtTp37cWAD0s+w7jmbgHM92P21QehXEmfdJj3JKy6UWmt0xC4+fJTWtu7vdxLtlwAVgfIIIifRc6U7SLLIk2ubSpiomZZyXBOZfERatAf2SJIW0eCFA6Ze2Fio1itscFATFQ2+Q+ULtA2wisi/jKEwW4GOjXjpE0FEJQhoACTJFzcFeP/vlvo1ccCsnnjp7kO/c6LI4EzpZkCoKLtNvQLy2rA0eeSZQR+L7F6JpeLyPTmkwp5udqVs6fItOglUYBo0tnKLq7qHRvg/+8kpJQzBHzOYJosvtSPLYSsxU8LrB5FJ600jLFDx6elDefBs8+LOhByQ0ieB+UZ0Ojw/AofL94dvI5kzwbIrimJXjMs5UdJ0ZSh0GmUvuvkJK69qh6mDhWC8a5VEFEuRG9wW1W3nsL75OY3u5Dr3DB7cKGVCEVQC9zDM/9CWG4gpCSMBwirpyld/yLVNfeob3nCL4akhVt/OpdstkdrHzrN5FZgV+5B0KiZnfQPvxpyitnmJvZxmo94o4TSAUuwG3bon3gJPZqqlp6JMX+E7y9LFkZlrhVaGWWXi/DtTKMkIxqkMrRVRnSKLQWm2x3x+c8XRuTooXvV+3eKqY8O8WzwPc7lk1/fzCe/ShiWUjHKmu34X1q54mYLWs7fBxjWRsDq0PLrWVLNRJUbkhhJP+P104wev3/QzE3y8y+FymvnGV05W3k3E5au4/x5o0hR3YYZqt77Nq9HTWI2CVFfe8aO17704yuvoOZ2cXs4jt8ubeNK36Bm8NAv3TMSoMsFEYJYhD4xsFsfIpcNotoz6fvc+K0Pw2enXLsJwOPTXgsLi7y6quvPvTfTpw4weLi4jNZ1McFD2tpG4sFrT8nrmUYNwsfPc0fw+QPMjPr7YFP2kY1eZyx+Ny4Hexhm1iMSbBpq8mVpFC/UXPEWkdtJePqVGX9A697nG/72PosWYUJKhsYVun4zgcEKVOd5YZMJ7sz6wOEiI2p/RoilQ+omGYpBRCixDqXVKtjRMhItKBMZKaT08s9q1XKdocYsSHZzHqXWhsjCiVj4wAA1nqUErxzB7544ASD994gCti+cwd+5Rp3VjUhCmIIjC6f5vD+H2JxIOkUgiAEIThKmzLzRklEBF8GXABBwNUBnCXm4y4Sj/USEwPIdJMTy1Vip0vTX4IPEVdZQhSNy4Mg0xtt4lLF4uHtf++3CTzptfxBKi1TfHLxYTh2/PqnxbMPBD25/sDtquNjVbUnkrRzavug8On4+I+bPX8Ynh7PrgeKRitMk9AQQlLbSO0dXQa0/SoxazMQXbRKLb8BAS5QeUdbt4lIgvfJQUQICunoqpp7V95I7x0jgkj/4ml2HZvnnitoZZKF+hrqxlXc/RtQrZDN7cIsHCCfmaM8922qm+dR7Tnax77A4Ny3UPeuIFuzFLuPUq/eZy36jRHXX8TevMDsl06wrX+eiGC1VhR7jvPHVwKvze6ntz9DY7EY7uQ7OXPZUlWBbiEpK4/WDhDM9QqcTzc4o9JSGIGWRbqp8h6V6TUNrRjH16hYGzsZ8+yH5dh0PUx5dooPjuc1lv0wPPusY1lI39Nmjg0x8WNu+ETFslqmTLX3YK0jSrAefBT060gd4OJiZGdvH/nunay+/XvEIJBSE6Xhzvl3WPj8p2lXdxme+x79LNIKQ7r7X0b1drD6vf8vUhk6Ow8iyz65gxfqOxzcfojT/R0Ma0/bO4TKk4itT+4601h2iq3isQmPr371q/z9v//3+dt/+29z8ODBtccvX77MP//n/5yvfvWrz3yBHzW2SqwPc0UZz4qNBYfGqGq/oYKnZEyWWw/B0/oxfJgM4qPawCY3sfHnFyJV7NJM24MCT5uRyDPB+XWrJ60jtXW0cpO8tJv3Wbsp2LARPejbntaQstHjTa22nso5QoB2oTBKUuQaaz2V81QuYG1EiIbEK8fdYZ0IUQgEEucdtU3VTOsgywTWg6steSvHD2u88BDT5jAKDhkVptA4lzZDISU2eIQCLWFxteR/DjJeOfBD5KEizuZcvnaTEJNt1rYWqGiRPcs7uWZkU7tjnmsgqZV3u4LlFddUDCNCS0IQ1BGUD1QUdJvqqGyqjZGIKLoIkVSqy/G5dJ4QkmCVVuk7VWp9xjHNrT94Xp9Fu94HrbRM8fHCVnj2w3JsZtQzDzo+bKVGCMGko+3DOLZ5JsADAniPPu7T49nJWfMYBbVrzh2R3upFls6/RfQebTQ7Dr9KOXsEoZIjS+UCdR24pwoWDhxneOkM1lq6cYieX6B/+RzhzkVmZndwnza+2UtMGOFcxsJMoHrvDGZ+Dh8VrayFXb7N3CtfobryJvncTtA5evte+m/9NmZ+N9HVCK0ZXTlD64XPMVq6BVIRnEVIgcgyqttX6Bz9NMPr1+hsP8z/uJRxd9VibZcj23qoMMKKgvN3IytVRQywMgq0uxm1g1ZM12e7ldq8IaK1Sra7xLWiw6Cs185V7dIsvG4sESd59qPk2PH18SSPT/Hxwycllk3v88F49lnGspOY5Ng0MuLJjXr+Y9kA3jqy3OAGj45lY4hp3C9KXPAEQbLBdY5R7ejoJIq6YtvEfqA9cLRkTmgSPiIoZHcb0desXn4HLcBHSWkDevkW0mRIlVEc+RT9079PtvMg9Tt/hJ5ZoH/xFK99+sc5U+1Fr4m5+tT9N41lp3gCPDbh8Uu/9EtrOh1aa7rdLoPBAOccP/7jP84v/dIvfVTr/Eiw1Yv+Ua4oiHGL8vp4ydjz+oGgtlGnH7e+jvFBfwxP+wf7uBuF8ecfV64mfb/fD4l4BGWI1Hb8HTTfVWTtM8QmoEykP86SpznCENhAYrX1jVWXw/m0+Vjrqb0H0ty0EMlnvCwdlUte5ZV11LXDaInWkkEZkQiij/Sto7QehcSGkMSSWproQWtwMRLLGoLAaI3wMLCRUXREV9OLGT4IciPBp+9sNEyVQSUlo8rx1jVP30qiMXSFINeC3UVNWL1DiAKWrvGFHdt5fXmG5UEieCUF7Uyx0nd0OgbnkmBUN9Nok2bnc61ZtgU7D50gXH8brZo5+kOvEos5MlJLuvXJUsy5JNLnPAixXk143Ib/rNr1nlab9xTPL7bCVU+FY0NoLFXDU+HZ7zfHKim2XOF82jy7mWNDDPQYMrh0ChEjUQgIkf6Ft5g/2cMOHSbvcNMbqtpRCYjFAWaPb2emXsTdvcKte0v0Zg0+Ruz92xTzB1guBZlRzHZycr1K13tqIsv3V1g4+CrDy6foZRDqISLvsnLrOu2FgyiTIWIg1CV6dgEhJGb7XogRvW03frhKsesw9dItWgeOM1xe5r6/yeWr94jXFjlw6MuMrGZQw5k7AWUKtBLYEOm0NYOhoygURkpyo2hnmpbWZJnCSEW3pdFa43wgzxStTONDpHYRKcfXLARYPw8hPpZnn2VL9JRnP9mYxrLreFaxLCSXjwhrHOtDJDcCgXjuY1lI721DIFSW4AVapATuhliWHJDohhp8CNQjTyCu7TOSlIh/51bkhw+9igv36XtDuzWLmdnOfdfi1iCyJ3jurgYOzu6kXr1LVrRxLpKbArlwgPL626jt+xhdPgVCYVfu0p7ZS33pDfYf24nPZ1JnhxK0svQZprHsFFvFYxMes7Oz/PIv/zKj0YiLFy+uubQcPnyYVqv1Ua3xI8GTXPSTBDrpiiKFBLlOnomgUrvyJGrnU8U9poBnnEXf6o/Bh3VbqvGs3tP+wT4uO5myz359cyTZaBm9tfdq5YZh6YgRlAAXkltLIdXa9xniWOk//Z1m0Rv/aykQwtMuUtbcurSZjPcSKSTgyBtf9BBgWNeUIVXiKufxjY95aQOxShnh2HzAynuGZTpmpiF4T39kCc6jVCNIFSXGQEDgrGNYO2wMOOsRUjDwHh0EFkeRacraoTKBjJK8kpSjpOifobjUF3z1xdfo3T1LvH8dpRTFvle4emcR5+/w0qGv8IaFmY6hbRRIRVdbpEqjMg6B95FCa1qtLAkUGskds5+Dn9pDC4tqdbHZTDP7KfHW4ptEjHMRJT1aq7Xr9v3wLCvnW5mXnCpffzyxVZ79sBwL69XID8KzG92k5Bofvd+6nwTPkmPh6fFsnvFwjq0GECO5kYQItXW03Qr1xddZXlolRsHcwePcszupbaCyjtIodgrD4M5dqjpQ2yV2HnyV4cW3EL4GkXPk5aOsXD9DIVIyeEaMuF1nXLvn2Xfk0zC8hzrwKnV/GS0jrr+Emd8FeTuJLgdPsENijGS7DqHmdkLw+MES7SOfYXjrKksrQ1w7ifsJEclkRZ4VCCHotgy5koAktjyIyKCu8UESfKRX5HQ7Jjla5ZpO2zDbLlCNWGumVeOYkFrKfXMj5Nzzw7Ew5dlPKqax7EY8S55VUiIhjSWOhUfHHbXPcyzrPZk2KBWgMBgDQqak9Y5WxYIaMgiGi8uSoXdkUVEKvx7L5gLhBUZKRIi0uwYTJO2Opiq6FDNzzO7azujaOVYGFUjJ7NHj3KxbCCW559ts236QGk/W0oxkF9PV+KU7KIAQkFmedJxERCpNT1vKTKFU6tSITGPZKZ4M72tLC9BqtXjllVee9Vq+r3iSi36SQDe7ooxn8LRet6OaVGIfZ9F1Y02nQqOgr9iy6u+kSJKUIuk5PITVP8wPdpydrBvP6TQP12ShnduwQUCqBEzaGD4OPgTyLNmixhhRfr3CYLRAKYkUaXRDCNHMoo8/UyKxEGnWAS6EDZt1JCJlYn3dEGOsZdMGp3B1xeLAYqTA+XQTkCuBVKLJ0qdN0DmPMIpt7YxD2yOZT44pN/rJIswYgSSyOqwJRAotODQjKESFMy1ujgyL/ZLCaKRShNrjbaSVG4QKaKUphKbV07zru3zt2Czx1hweza37S+A9Rko6mWf7TEG7MPQKg4gC38nodZL3+Kiy2CqgjaRd5LjgaWUabQy1ycFIiswka0TSbP/49Bkt175fGQJC67XA/XF41u16W23BTc+dKl9/XLBVnv0wHAuJS8YCmk/Ks+Prayz4mZw2UsVu82ufV46Fp8ezlXVYHwhNlXENWRvZjM0JIi3l8cv30TsPESIMygp74RQvHp/h/vKIKNosu4IqL5qAP1A7z71BwdGv/F+QRA63u9x54w/JjUKKSL7tGKJ7nGzpHkuVoFpZZOe+fYyuvkfn4MtUbohfvk157R26r36N4aXThKW7ZPMLZDsPUd25CvUI1Z2FEBldfZfaBfIDr3Lr1hJGycTNRY/ZjkaISLeV020prI0oDe1cUftANfKMKke3k9HKTbqWTLL4zjONkOn8QbrJWSuWC4FWIllFNhybzv/jefajaIme8uwnD9NYdiOedSyrtaLIIjFK9HMey/ZygxMQkE2SKq7FsrmCA/EWw/dOE30gC5HPHj7Bm4N5ikKxI7fM6RHDbs7FJcHuAvLZikp1UVLRombfXODOue9y76pFtQO9fQdxK31sUHiTsVS1OXrsNdz1dygDVBSEnccpco3qX0MohZndjr3bxXmBkALdnWMgWxSdWYyW5JlOPMo0lp3iyfDYhEcIgX/zb/4N3/3udzl27Bg/+7M/y9zc3Nq/f+Mb3+BXf/VXn/UaPxI8yUU/2ar0MFeUzbZUk21NMabXjJ+79v/F+5Nr3czLjdu2IJGzIzQKzxsXu9Uf7OMyjCLJ6Y+NrdbWOr4BGFcAdEPsW0GMKdhLBBXRKl1rRktauSI3am3tqvHRHk+kC5H+DiFQ1aKZ4Yt4n0SpYCwklTLdY4El7xxSSKqqZnXkqSpP2dgmymaDkLJxGYiRIBqbLgT71E0Gb58CY9ixMMfBuR1cY4G+V+zpOLaJIV636dglls69ycg6Oi3DsX2v8IaeZTCqEUISSo+Pkaq26CxCcKAkbuQYBcGtOofFFZzzqR1RR5RQBNWml2u6PU2vyICIBEyWND2IgrmupjASHxtRq0acqZVrjJaNwBWNiF5I14oeV2EU1kWyTNDKVApe3ifT/P1q15sqX3+8sVWe/TAcCzSiZevXw1Z5dlxlc2G9PXZsIT3Z3v1+n+dRx34Yz74fx6bXxsZGcOvv97R4NrVWR6yHEFL1DKBPl5mDJ/CX3yC4EiVAHjrJ8kqf2jpigG5YgWtvEu4tI5AcOnaCm3YPc4dOYM+/RdbOObyzYPXbv4kL0BKBHZ/6GuXtayhjyOwSo9vXCF4jq8ie48e5973fxmiFtQvonQfpHHkNlIasTevFDvb2JTrHPk9YXYTgqaoBfvE2+YFXqGf3IsuaOuaEcJ+8MOR7j/POQAOebqtgtqtpZ5pYeLTWCKnIQ0BSs22uRdGIkRqdKt55lq7FcVV4XTcpNBybvuSkCwBFptZvKB/DWd/Plugpz358MY1lfwBjWRExKKR+dCzrXeT2aISvUyK8arRNWlFjtGB/NzA4c5rYdN2EELl/7i1eOPGnaVW3qC6eoYyRPC/4s4f2c/7tczjrODrjMHO7qMqaYmg5dmA3qjWDKJcItk9nbjvvnjsPt++x94U/xaXRbo6c2EWXGm9arLiCjriNUwXF0c9T3rpE+/hX6V8+g5lZoK/nmTl8Ap/PUqhpLDvFB8djEx7/9J/+U/7gD/6Av/AX/gLf+ta3+Omf/mn+9b/+17z44osAfPvb3/5IFvlR4Ekv+idxRZl8rmqIazPej9Br66lsWJsVVDLNAKbXJlXijZ9naz/YR2UYxz/GSTuw8Y9RiLQRhtoCce29rfNbsuIaf9ZMK6zzjVinotMya2uePB+ZVvgkVUFuNIKUrU8CRGmz8SEgYqRykRhD8imXEikEFSmTHZylXzpGtWV1VNPK00y2FIIAKWEQkntBJjTL5YgX5wXDC6cxuWbPthajS99jcCEyt/ACB/cf5Oa5y/iqZr4QdGdnGWhN8I6ycvjLp9h38KtcWAZTQF1GbGVxzjGqIiFGZnoCW2sGped7Zc1r215geOkMSkQyo+kee5XrLmeup5mfzZGNSJPzEKPAqMh8L0epZImYKZ2807Vipm0QIm3qQqyrnad2SUEh05y5VpKQQZGlSs4HUUH/qNrxpsrXH288Cc9+UI4d88vmrg94f56t6nFL8UaeTfPp61W5x637YXgYzyol3pdjVdMFkbpV0uy2wG+pCvT0eDYF7T4kq0LnPTGCUSC0xMztINgKqQwqz2mHVXTRoly6T33/Lmr2QPreRGB0+SzbXtrOxdEutr04z/7ukKU/+i+MSujoQLbvEO7mBcK9K4QI5duLtA6/Rm4ylq1ieO1d5o6+gjIZwzP/m2z7Xpbf/RbYmqgz5r76FxE79lPdv0FYvUeshuTb9rHyzncoV36fpd0/xJUrt1h45fPUu3Yw1G1u1Tldrem2Mjqt1LGBFEghsQ5yCd1C08k1CEE712tJH2MUnUJv4FmgadNf59jYfPeZEet8vIVr5/vBsTDl2Y8zprHs+HWf/Fi2asapM51eG0PSl+sa9UAsa10gFwrTklQji9Ai6QoNLKPSscc4gg8En86vFAIVPdtNxd13ThF8RBnJ9h09+m/9DrOd3QQNo7s3qVeXOPDqZ1h6/XfQd8+T7TtKefMC9coSZuEgB3Yc4dbikEJV9FsdrM5ZbmLZeVMxOHcKJSJlltFaeIFKRmZ/5K8xtNA1XWR3jpaW01h2ig+FxyY8fvM3f5P/9J/+Ezt37uRnfuZn+C//5b/wMz/zM/yrf/WvOHny5IbWq08CnvSif5IfxfpzJXX0WOfXjAbfLws5Jux1QaXUqqZCyoaLpsoEj7eifZj12GSGPT0nrj3vYYhxPGvZCFjJ9eAfxAPZyc3f5+Sxxy3jAFGkWefJPWb9fMgH1jhWBh8LEnWKDOcdLngI6QYlxIiSkXZuWBmULPVrahsYlA4dU8LAxUhdOWZ0htIK7S2DoU9tmkpi3BDnPbsWdpGVtyn27CcgEd05ll//Hdrz+6mEwGCprr3DC698idX793AY7txZJA9DvC1YGTmsj1RVwGQCOwIbPIO+pd1ORD20nj+81ublQ1/CuBGlbnPurmHPNsHuliWrlxGtNn3dIcZI+h9FbNoTgxcIHckzQ5EpcqM3nIck3jjeaP1EtTqdxw/SSvdRZ6I/ijbvKZ4tnoRnPxjHjv+OT8yzk2MIkzwrtEoBlOJ9b1i3yrORh5PsmGNTkJx+n+OxmrHN6eN4dnyMtEaxoW38g/KsFIIiM0jpmkRSpBUGDM+fQopIlrcwLY2/9S6F7jC8foVt+45Q9l7j1v3l5lgQQ0C6EVF0ubgkWBAjhqPkXOCRmN485dnfB1cjWz1EsNQ3z9P57J/jSPDU924QqhGiXGXmUz/Kyhu/Dd4RdUGx+zCr3/vvBFkgJIjOPOH2ZUaXT9N57Ue5evYs+JoY4Pyy4sztSAwVvW5Az0g6LYMNETewFIUkyxQ0iaYQBUopIOBixDQ3Sg/j2fH5E8QHOXYLrf6b8f2o9k159uONaSz7yYxlu62M1UHJYr/GusCo9ggXiErjYhLuTF0eEq3dhli2HHlqFZCVIPiIQZApSek8ykPfZbS0wgHeJvtwKSX4phNHQPSRWNv0794hZSRG6C3sZnjpLYwSmNntjC6+hR+tYmYWqJduEerAtt0nUd0CPVpGxDbGCDJq5jNHOd8DoRgNhgyWFtNn3gmutxcpBe1Mr52LaSw7xQfFYxMeq6urbNu2be3vv/gX/yKzs7N84xvf4F/8i3/x0Fm7jzs+sgoKjajRFr7DMalOZoBDSI1xUq7PIz4Ok9nv8QYlhWhINq5l2Mfv934/xtTCJ9c2ujGJT24umzPu3juUGrcvhrWM7Fjde7xBrT1/YoNpTXixq5gsD8eK12utiFpQGEktBN4HogcbI6O6pqoiNkZq79MspJZkUhFDRIk0a0kEqSRSCaILKKUIWYu8yNnRhv67p5Ba09l/jN6OOdr55xjVkaUb9/FKsWv/fhjegDACoejsn+dtWeCsow6CMQcPBg4fI3Mtw7GdmhllWbGSqwNYGllevxEIVpLJih1zkt1cY/VU6vrQWjP/4klcawfYIcJ0GdFBSo02Chol70nCf1zl42Eb+PMsnjRVvv5k4Hnl2XFbN4CXyVljnGzYyg3rk/Dso7BWNTSqSYrIDRw7Xuvj3nN9nbG5kYgP8GyMMbUdj/roVpdYzKLVo3nWutRtkqwOJbI/JISAMoZW27Dy3f9OsBbV6TGz/9Wkvr99OwdkcnEZ9AeUTiKKLkeMp2itMtcuKF54ifrmZUwYJSeA5nwJIZAzC3SPfQG/cocwWMEPFslmFhjduMjo8lt0jn0JP1xG5B18/x4hCIRR1Is38Hevke87jrv+Dqvn36K1Yz/LUWP2Hue9pYC1HmMkdWkZFo56aYhUoBF0bUY7UyDS9yWKdGIynboCQ3Oj0srNQ88D0ATe8gFOnfLsFB8FnleOhWks+0Fi2SgFg7KirCIuRkbWoaQgFnpDLKtV4pzJWLaVG47ORYwvia0Ob9/weB+ovEcrQVl53r3r+fz+l6jOn0EKcFHQOXSC62WOFOBjBB+oo0ZpRYWGEFCAFpGRhY5JfBiDRwiJ0AZXeWZ3HyBf6NIfXkOsLNPpO4LMgcDqldcx2lC6SPfgCQZVBjEQs1TYy/R6smMay07xYfDYhMehQ4d4/fXX+fznP7/22I/92I+RZRk/93M/R13Xz3yBnzSMM9zjbGR67PFzW5OEnTUZ9Mp6jBYUmXrfIHxyVixM/Pe4f8+HuJZhH7/f+/0YhdgYgE+utXYuzSIGj1F67X1t08unZJqiTJn+iJ7wOXM+eY+PKrv2/aT3Xhfz8QEEaYOonW/mHj0xpjZiKQWIJGBUe4936XN4H9J/i4CMgqg8MYo06x/SGsvSUzqP8ynDfWlJ8GePn2D47u+g84zO3iOExassXn4d1Zql9/IP8dLh3TjdRi9fYHjpLexoBFLRO/5V9vYkoawg63D+fmSUC7CCXqH54QM1s/U1lHd4Zdi7cyf/u8wJMqKKyGAI+7uBpXffREtQmYIQURf/mGz7Ie7fvYtRioWXPoXu7ETXQ7LM4IYR6zvUxRyZkRvO4fh8b77ePk7iSd+vNu8pPj74MDyb2o5TAGt9JDNiS0J8T8qzWkk8jw94tJKEBydzCDFQ2fQesWnXnnzP8WdPQn3jjpGNPLvy3husnP3emrNA++AJ5O6XJ27MN/JsXTmMXUEORsh2D1l0AUHWaTO68CZ4B4B1gsGVC8wf+xRcfZ3B9fNI02bnq1+G7naiXEWObuNX7xLLnF63g9+zi+GFt7DL98h3H6W68R7BB7ovf5HVN76J7M6TbdtLa/8JINCe2U4YrhB8hb1/neAcfrBMcegkti6pbCRrPkcVJLkuKPa9xBv3Zzh7w1JZR6bSiFIUMOyPEJmiM2NQwTAqHSKkFv+hB6MFmdFIGVIg3yRChqVdq0g/jGeV2iiaN+XZKT4pmMayH10sG2Okspa6DmuxLEFQ4VGbYtkYUifdOJaVIvKp7n1W3nuLGFIh78tHX+Vb93pUVbK9zRQsD2t+t+5wbP8XKSjxquC79wMxOF7be5zhlTO4GFi8v8SR136Em2ffoS4Dh7btQi0cpLx5DVV0mN13DJQBnaG787SkINia8sIb6Kxgz/6jRGuRWUFZWZZihhj1Me1ZBpffovPSFxFz+1gVHWQIVDZ9P9NYdooPi8cmPP7aX/trvPvuuxsSHgA//MM/zD/7Z/+Mf/kv/+UzXdwnEVud29r8I5gkbB9Cah1TCu+hjo+f6Z489uTbSJH+TwjrzdXjoNj5kPzBlXjoj/FRm8ioTIr+4xl4owKdxio1rSXl0Z3z2EY12/nULocQ5FpSVpay9k0VYD2YHGfMrWuEikTEV5HgPcMyzSGWNtAuNMYotALRiHiGEJMKdgw4m5THM6EZxYCtHXddQIiIElDVlqoOjGqHFnCjr1jItrFr32HctdPUi7eRJqe1+xBL3/0fyO52srkFYpZTqS4xV0RV4IbLdO7/PtxJ4ndffekk37zaolJw8mDOTnuZ4eU3U3ueUuw++hrHD7zMH50fYi3MzWjwQ8rKIoXE+chCN1Ddv0lrdleqRmhFdv89/PW3CHWflZW7tA+eYGQh3/8So+0vNq3Yj74mPo7iSc/ruqZ4PvBheXacLNAyjbA8K56VDY89akzmYTzrfaB2ySHB+cShSUhzPaiOMc2GO+cJkTWOzUyqLrb8Kv0LbxF8aMTzYHj5NL253bhshlTMS/odeIcbOVqrF1h97xTWObRWzL14kvahVxH3zxMAhEAWLYZO0F3Yibv8JhaF3nGI9uw8q2d+H7NtPzqUxKzF6Nq7RO+Yfe1PE7vbmf3in8fXNWK4SLYroLtzjC6fQnbmyHceorz6DnhLefsiZmYB5x3F9r0EVSBUwA36DG5fpnX088Qr5ymjRpkOauEI122bK7e7vH6jQipJ7SOuiuSFJHhYGVXMFDnl0NPueAQCNZMjTUah0mjUsHREFEEHIpHMJ4HbGM1Ei/6jr4nH8ezziinPTvEoTGPZjy6Wzc24y28ilg2e2noKo8mEYhQDZWmpnWdlyFose3AmsnTuLUQIIEBL8Dfe40ePf54b9yuGIePMdcuwskir+M6VlECvRyVZLukPLYvLbU4e/DIFFUuqxe8sZczt3wbVkHdMgRkojp34s5jyJnfe+mParYJsbjv1zfeoF29hurO0Dr9GWL3P4I1v4lfuIbIWrRc+S2f3Xga3rpG3ZpAthdh2iPtmL2XpMEqQmeQU1s41ehrLTvEh8NiEx0//9E8/8t++8pWv8JWvfOVpr+cTj63MbT2ubcv5gJ5QxoYny6qLDY+nGT4fkoWWVhLv4waxv8fNw23OTvoQKG2ax16bbfQR6x1KjLPpqTKWfA8ilQ3Nf4nUxSBN05GRWh0nVcCr2q+93rqA8ymYT63WKcCvbJp9zLVmrmvQOlkKBgEto5I1a2OlGCOEGBFSoIA6RJaHlnahETIQA4x8YCQLFitJUStyDEhDvudFli6eJZLa9iKw+N5p5L4TLF25wPyB3fQvvYVYOIaSkuA9q5dOc3z3D3FWFLww5+n/8ZuIxq6MEBicf5NjP3SM72pNO5eUdaAWBSYKAukGR0Wb2qyFwSjJ3Pwsgwvfpb1jN9XibYiR0eXTFC98ntGl07RndlLH2ca1Yn1OdfKamIonTfFJw8eNZ3lMFWqSZ0MM1C6tfXyT7Xy6ITdmfV0h0oxdSOpGw0NAIxIIwg4a+8Wk5C9E4kQ7WMGK7trnDSHgQiT3A4YXz+C8S8mU2nH/nTeZ/czXmT30GfzqfUzeoX/vLkL4pHXS7jK6fY/unv2svPcGBE9bC+rL7xFCINt3nPrqWVbf+CYzX/k/WLp6kfruVfJQMvuFH0eFGt+/j+7ljN77HsX+lxldPoUwBXbpFnrbPpbffZ3WK19j9dpF8l0vcO/WHUbDgNlzDDO7g6u3+9xcySn2vcTpG45qFJjvGUwOlQIlBLYOGCkZlo48V5SlY8d8wcgFZoWg3coJPlLWFhsDvVZM+5lWa1aSicLFA500U56d4pOKjxvHfpxj2WwmI8sMtfcbYlkApQQ0fK+1RCGoQ1iLZfOwSuVTIsBkkizL2DNfMDj7v5AjSe4jX9h7nD+42SYqQV17hn1HEODrNGKzUtb8yeVAUWSE6JiblVzvB4xuU1vLjXt9ype6HFpcxOgF8j37GVz6HjJ66O0iyoC7c5lYj/D3byKkIg5XqK6cRswfoLNjDyMn6DtDGbusjlK3oJamsQ0WyRo9imksO8UHxiNTS2fPnt3SAbb6vCkSUjZZbHpsvb3u/TKUSsqHtt897gc9+Z5jy6/xXDpApuWa8NqTVqCUXFdDLivfkHfKlicv8/EcvMQ0wWCMYzHB1AoZY/oASkmq2jFylrIOjCrPsHLNMdYFBcfrD5GkKh0j1nvqxj0AIkRH6X0S9vQRLUAbQa9jaOUSrVNF1TSZd6UFGXK9bS6CVmnO9O7Q0D30KoGMGo2Niig11jpsEIy8YtllqKxAkTY9RURnLVZscjjQWmKEpKdtatuM6XmSpL69dkXEyGynoGgstS6tSLpHT6KNQiBAFXSOfIrBah8hAV+nzH0MqQ1SiPSduDqN8AxXqWtLZdOcaO38A23zU/GkKT5p+KTyrHOR2romyRHwIaBVMwMv1t9z/NFr62GCZ0PT7m1VO1UvXcT6iPepMhqzzobvK9I4jtQDXDOyIkRj7Bg9btTnRt2DQ59nSczD9gPo7fsxhz/DSugRY0TGgCRi8gwZfEqwBJ+CDyGS1YOvQSqsF2AMvn+f6v5tqnvXkXlBdBV4hxASmbVwjZOOMDnDfp/7S33uVxo/fxC/8yXe2/lneFO9xq3ZV+nv/hJ/eKeHQ2ByTdSCdp7TbWXkRqG0JMs0OpdIJTFakktNJzfoXKabEdLNhCDibJpPr52nqj39kaO2EWsdZe2om3n8Kc9O8UnGJ5Vjn8dYdmgdwad3Gcey7ULTLRRaSxCkTpmHxLK1bKGUTBopSrJt+xzllTM4UnebiJH68hle2pmsa5USZFogASVBCYmWCmEkQkErV/Tygk6hyTON1JqWMWSx4nbfc3VFcmel4v4wMrCy6ZJpTmxIMTmiGdUJKeGuihbDYGgdOs5yaBGCR0pJaT1V7VIiyIZpLDvFh8IjOzx+8Rd/kW63y0/91E/xxS9+kV27dq392+3bt/nWt77Fr//6rzMcDvl3/+7ffSSLfd7wQWevHje39Siyd369wpfeO2Vex5nO8Q/6UcfdivXYh8mOPmwjGQfgmUnkq3KdZiJ9OqBRgiaEXtuMYhS4Zo7R+QgxzUXmRiMnWCvTKmXTQ0yuKTG1eiMEEknpI3FoKbQhywydtmM0cgRARKhEmsO0PvmcRJIInUCiJFQhkuUa7wIBydujBfb25tg3M4u6+gajYIhSY2a3M5Adbi5H9vT2Ybo7Ya7GdXdSjWru95vqg1FEKXBZGykDd6o2e7bvxi7dRhJBSLL5XdwLPbbNRKz1hFgjpODt4TaOvvQ1WlRUvTlsXEH1T6fzZnLM/G68aiU3gbQjE9DULiJEgZByzXteS5kqAhOYiidN8bziw8y3PinPhhCwDtBM8OmDPPu4NT1Lnl0TGhWpjpjWTLph1+lGXask2GZdhEZYM/j1OXspBdZ7qlCw48Ar9M/+CYR0zO6BV7DZ7MbPo1V6TauDkqlqGmPqaIgoKpGzMqqJrYO0T27HDZYYxoLLw4y9ewLGDUAZTG6QeYcoJUjVVFqapG93G3TmGdx9iyglev9rqNmdDG5+i9aBE4QYkb3tkLURMztwMY2VWFkQugupy04InDC4va/yRzcLhrVjVDnqqmBYeYpMUihNjKSqp0nJIx88QnhauUJIgVGCTm7YPpuDlMmKNkpcjOS5SS4IUjKsKozSCCGovaesHLPdHEHqilHqQT2CKc9O8bxiGsuu47mOZZWh23EMhjVaKbQUVO7xseyFRfj0kZMMLp1KSSI8oTvPUgVRJD0QGyIzqiZEQaYUomWQPhULVQ6CSK40Igq6rSKNYeokjporSd4yxMyQG0OMgSgyjFZ4oOjMUw+XaescXI0wRRqlzAqCLtALh3A7jqH2dLhtCwqhCFpQVnVKJGWakfVkTjLfLaax7BQfGI9MePz7f//v+eY3v8l/+A//gV/4hV9ASkmn02EwGABppOWv/tW/yo/8yI98ZIt9nvBhhXG20rI3hnUp2xlkIuKyshufqBoC3oKC8WZv8UmLp0dlQUNMGdrHbYYxJkuyTHtqt76G3EjaeQaMvzMQjZOI8+vP0yr9XdtAXjliFGgtQKaW7SIH58KGVjajFbNdhS5rVgd1mmFvWt6kSC1+1jqUyui1C6wdMKoCSklUDIggEFmTWRdpU9s2oxntJkHhAAEAAElEQVSWkU7LEALowqAFRBG4fF9xWe1l3+4d7DAj5ve+xN0L77A4CASgv/fzLIYZxJ793FZt5nctoKuzRBlQUjFz+CRnyhyjKi4uC+b2fh6tTqOiJaoMt/817tQZ22ZShaHTyogxYozk1jDSzjtsp4XozDF/chfKjbCmQza3D3v1LPncTsrlO7QPnqA/GNI+dJxl36YdIpluAoFxFWITpuJJUzxveBriY1vl2bGtoEEQY5qr9r4Rp1s/GL5R4N+8pvf77TwNno0xVRcznZIOTSMBUkCRaTKj1jhWCkEMD3JsiFA1/FpuP4Y5Pot0A1TRYzWfRfuNHAvQzjVDv42Zo6+x9O4bVCGglaJ96BWu1zlawrCq8Xmb2hgWVyqcj7xjF9j/4k/Qy/pk89spr7xN/+ZV2jsOoruzVPeuI3rbaH/mJ7ir9zL/hT+H0Rl3b93g4tlrvLDzEOWtc2Tb99F+5WsMb18n7niB8sYlsm37Wby/QuvQCWpVMPeFl7kUtnN3mKNkINcK6z3tzKCNRQCtzNBpm8ZiVzdjKIGy9kgBSimcC8zNZPQ6BZ2WQog0EmkiaCnIc0NtUzeMUYJIxHmQKl0Xazz7iBurKc9O8bxhGstuxPMdy0q6rZy6dluOZYWIvFPu4NDLP4wJI/xMi+W7K0jhMTIQRCDPJK5os30WFPDigkLVAyrR4p17Ee8CrSLDK4+REolk+2yLBVNhQsUw5FxZlnz6hZOUV85QDwdsO/op/PJtbtsWnU4Lsf8IYriE8BG/fBvR6qEPfpZy5jB32IWNkGU0zlaSqvYYJZFEokx6fH4ay07xIfBYDY+vf/3rfP3rX8day6VLl1hZWWF2dpZDhw6h9WNf+onGsxTG2ZyhDCEQWRdg8iH9ipVKpCZIQXDtHH5TYtqH+FiF6No+zEN9Y0DvfQAknvDA6ycx3mDaRYZxPlXlhKDTMs1aJtS1I4BASZAitVQ7lz5nDA5bO4Rcd0VwPlI3M4/OB7wUjcJ36pyonaPXzQghMChtauFwUHsorceFCiHShjUsUwUuOBjUqa26VRikhEwqfIz02pEYMwZVSZFp2pmhtp7FuqIaWm6vOqpK0jGzvLz7q3RUTe01bwyTq0NPzxMC3BY7OfjSDtqUWNXi1HISDJzttJAELvjd7D+8QIwlIusy0G12CUErUzjvGLmIJF0PxEArM2ijkVLhVU7IZwlEfD5Dd3YPsVqha1JXilEtVlyBb2Y7x0iVlEdfe+vXzkaf+ymm+CjxrMXHJnl2rPY/2RpduxQ4Z3rdrnD8+GQy4P04Fp4ez45/i+PXu5Cqhq1CN84yG78zpRTSBQQRqRRl7XAuIhU46xmNLLXqIc0M3nuM9dCscpJjlZTkhabc/gK99jx6dYVKtrhWZ1SVR8iI85KyTv+tpKCsA87B23cEtgPq+hIHD30G7lzE5x1Ed4Zs/gCV7jGILRbf+H0WY6AQFVlvbq0LReYz1KtLWJkjdr/MqKyZ/eGv0O8PmS86XFuqGficy0tpZFA0wb4SkblOi0wItnXb+OBpm4x2N107Mx1DkWnKyiUNDiSI0FiUC4zW9Do5SgiGtUUg0VIiJWgVkELho8A7t3azE8JDou9HXHvp2lm/QZtiiu8HprHsh4tlk46SRIrEsz7y3Mayt0tDO2tzZymwZ/9x/IW3sMGDlHQPnuBMP2PHnOEFfZPyyhliDMxow8Ejr7EoushqRMxaXOsbXAi8UtyluvI2BE8mBfsPnuCa28/uk3tom4q66JIdkWwbrVKqFud8m/luyczOl+lhcaqg1LOMRJsOSacudaUIameZ6RiUUngfUM3I5TSWneLDYEtZC2MML7744rNey8cGD8sqjsWH0B8+oziZofQB5AT5x+bNU4vdhEjdQ0YTEynHtQ0mBfaAiGlOsRGzm3x+p2XW1KxTy+HmLPqjN8Mk8LTugz7ZSjb+zmrnU7baR4IPqT1QSogRYzQxJL9vawNaSoQUa7aJRivUeNNsbCJHlSUEMDKpfFuXlhxCagmsa0+1tsEFooiE5nMEHymdY66bE2L6N61T9Q8COiuQJC2P0kY8EUtImiBE6hh5+64n0wUuOrxzCAGLVcVcYUBK7gwNPmZJxdtHhJJoDUKkAPqO1eS6xVyeM9/OUDLNZJq1luvkre5jSnoIIZrvD1q5oGUMznuGoUOdtXA2ICVIBKnvZOPFOp5RfRxq6xs7y9RmOrYFm2KKjwrPmmNhnWetA8PGroYYI4iHBU6T6Y8HORZoAu+4VoF8Wjyb/jtVPgWsB8oN305+Z2Oe9TF1ewSXOLDI0ix3XdfYGPAxEkNKQislMeP2atY5Nt1MJN5djV1u12nEgxiTkJzzeK/QSuGDJ3qIRIJM1cIqFmTWMxiU2DvXaTYh9J4X6O3u4VeusW1hnpXlId2ZWUT/Li+/cpw73/ltOsqSz+1AOIcKFfM7trF6/yZudRXdm2GvaXNFtulmkkEZISRHLGNk2iNV4u+WyZjvZrQyk/SRMk0rU0mjpNExERFC8ISYzmVZBVq5ZKZd4HzSQokRZITaJqcarRQ6bK5Giweqz5sx5dgpngdMY9kPHsumYwRqFwiNE0wIaY3PcyzbHwXe8Tt45eSXyaoVStXl2zcklbccnouMLpwhOA8iCTvvWr2AWllltUqtMy8feIWh3sbovbMomUT/JWCvvc3el3cyUl2y9jaiVKAlprONzEVmQ0SIDktx24ZY1m+KZUMAIRX4QAwRLSV2be9dxzSWneJJ8YPbpvEhsDlTOA4uBWmm7Wn4Pk96hNcTO8DY+m5zslLKpP02iRjjmnjduGU7PQ7jwHkSPiRbrbHok/OsZcM3Hnfj3+P2QyGS+FKMkTxLHuuT7gLjjbSs7VqXh/ONyKcUDCuLjx6swFpLlklaSgNjh4H1NkAp5IPVCZm+ByFSpSBZJSbC1FqhhaO0jmHpKJvKp9KKygVMll4oRCLv2gGNM0ppoSodZVVSDhyEgDZpFh0VGNQ1rSJibUQZAdqzAnRDjtIytSJKQe0DygtWBjXzPUMrT3ZseaZo5QaQaAXeR7SKFJlqBAgFqyOLdzTiU6CJ5JlG6/Q9CAK5lgyHFhci7VxjQ0RLyLMkvqqkoJU//ifvQ7Ljncykj0r71CrrU0yxFXwUHAsNz2qS4O+G9xdrs8Jrjz1kYZMcC+s8G2IK3J1/ujw7Zv4QIxLWvoPEhaEJ4iNl5bDeI5BII3C2sacNEeciMXqq0oLzZK0cZVLyJDQ8LsRGjm3qmYQYUsVSSFzwSJ/Y2WjQWpCjsc5RDiPVMOAJXBtqXjn4Csu3L7Dj4KsML5+mWDhId+duxOpN/GhIWFli39GTiGAxnd0oHWh96UdxK/fxgyWUFtC/TT6/DaUtaqFDPVyhHN7lsLrHvt4ct2d2Yp1A1qsMRMb92qC1pK2TWGknzxDNBiFCEmrtFAavUuImRhiWASVA6+SCIIWgyBXWCirr1vbdYeUxLrngRCA3glauME3S6HFcOeXYKZ4XTGPZjX9vNZaF1O23OqzWYlkZIz6ONX6ev1hWCdhmaraHVWZMydU338KWJcooXj38Km+N5qDuU7Qy9u3bi6GmvW2B0ZV3yHZspyPatFqKLKshW+burgVu376LEp5MS7SEQpSQzzGNZad4HjFNeDwhxqS31vob4lpWd6w4/WFaAh/0LN/YFqikALVR3Xpc5avjRuIfV5nCJjId22H5sLEyuRlbUTx+oI164niTc5jWO/rDmlEV1lqAMy2QRlLVaY66qpPvebtTUI1co5ivyJSgdqFpSQRjFEppggfrPWXtKWtHVQVGZWrLdiFtkKKtkZHkqOJhebVmWNZ4INeKTEo0EqOgZQS1g0BkVAUGQ4vFY2vH8nLNwHmsszjn0Uoy0xYs3q+Y7xXcuj8CLXBVQKtI7TztIkMoRW4M1kfahaL2EYHAh8BgFOh2NLMAsqbXzhE+KVdLFykynXzXY5oL1VKt3YJpKdFKNR7w6Vp0zqdNRAEE2plGNLOgSsqHbhCbrzfnwwOt2ePg4WHXc+1co1wO2Q/wmNsUTw/PmmMn32OdZzcKnY3nhCcfG1f7HsaxsJFnx8F8iDx1nh0LkK497tfXvjqsGYxqQkjfXqYDmTEgJP1BRe0DrvaU1tHqRGTw6EZsznmP82Ki/TdidGoxr6yjrAKj5n99SG0htQspyRsVEslwVLFa1gyr9B5GK3TU3JJ7+Oxrc2TlEr2jJ/GDJVa+898RwRPLPts+96PIaonh+dcJ3W2oPCPf/QKjlTuo4Kju3qbYeYD+m99Et3pYV2N2HKAzM8Pg+iXc0g0OdS+hutu4fe86eeXo7TnBO8NdjBTMRIHWNUWW4QMEzVpbeWZSR8jKoEZr0SS7wBhJK8+wNlVxnW+EbX2knSeLSCUimdbkWdqri1w/UsNl/L1OOXaK5wHTWPaDx7Kj0jGqPFVjezuOZcvKs1hbvPNPLZZNXXogCoWSYK2ncoH7KxVVZbcUy9a1Y39xh/6pt+hKz2DlGrsPHOfCdUs1soTzp5jf9QWEbnNk5wyD138L1WoxdCW9k1/DjYbMzHYY3bzA6rnvkM/vZG7XC/QO7WBpGFi6t4iPSSR/dTSNZad4PjE9q0+AjUJKiQy1SmrIm+21tqIG/fjjr2fXHxDhyfUDP254uFjPWFxprIStGzstgcBv2gTkplbcrSgeP06Je5zMH4xqShuoKs+wTt0OuVaNzZQDlXzJB02gTEybiiyTUJzNFILkEAAwKtcrbf2RY1iW9AcVy8Oa/shSVh6dAV4SA9RZRDhYLmuGowqpBTKmMZFCCUbW4oTEurSx9EtHv5+swGprERqidti+ow4e7wM6QjWo0DKysjpiWFtcSdPmLRBSMHIV2wrDreURRSsjkNoVY4CRiETpYZCnLLxNInhCZORaIaVq2u8iQqTxlv6opjAKYzRBJDs0F3yTFU+BenKFFyiVRmO0Spl05wO1cxuI/GHX25OgP6w3iDrWKtBtZ090jCmmmMSz5tgH3+PxwqNbeWx8vEji2cm4W8uPjmdXBhXD0lE5j/cRowQhGvoD27iHeMqRZXVkqa1HG4lzAd0fIQlIqVNHik9uAjFGQkwtx1XtWR0NWe7XLK9W9GtPbmTiGpfOjx55Btax3K+JMSCVoK4cCy3Da+Y89//X/0LGQN7pMLN7P1JqgqtTkiB6BhfeIJ/dTnntHSpbMbrwBnNf+z9Yef130TPzuOW76KxFeeF1RGces30vSgrmX/4M9773v9Cxj1++xb5Dr3DlzT+huPEdFvZ8natDjRgEYgDRE0glyLRsuj3WK8beR1aGNVII2rkmzxTWeZRK8/8+JNtImsqvFhJtxvaa6wmozcH05uvNbS5fPwZTjp3iWWAay37IWLb21M6lDpCJWNbFpNFR1vapxLKVTWPfwUWUKLDW4m2gXzlWhhVSRrTU7xvL7u05Fs+9AQSUsjhrGV48xfZ9n+b21ZvYytKRI2aMZnDqjzBFi+hrese/iL11ATWzwODM75PNLqDaXfTsDqrz38EJjWnvYGHhKP3uES4tC6Sw01h2iucST5TwuHHjBrdu3eIzn/nMM1rO84uHiTtBygbGuHGDGM8XPixIDjEkgaaHzIc/TjxqcxD1qIz7w2wSa+cn7AxT22KmFa1crm0eQqQg8HE2iw9TPBbiQVuxSVjfWHc1B9CNoJ21IQkuNbPucrx5ifW5xxEeEWsKq5t56VTZFEKwPCiByL3lISujgC8Dq5WjHFpcjDgvaGeS0oam20NQe4eUiroKICMasEHQMmmeWwjor9asuBpvA64OrAwdmoDznkxHZFQELfnMPoOyQyrV4jvXKozWOBewIVlCdlpQeclq5ZnraKSBK3crCiWY6WbIUDOqPGrWUDlPCJLS1nRaOQhBWdcopVBCJuWQRrG7tr4hf0PtXNoYQupoESJilELISG4USsnk5tAoowsLRL92Th92vSmVAoGN4ofygZn0ZMm2sUXUPmQjmmKKreJpcey4avcwznpSkb6tPDb+PQ3LdCMrhEg30U218sPzbERVS8ThKuRd3CbrWGh41iXNHi0VEk9ZB2pbIUU6qI/pRiCSfuOjyhNcYBWLkYJWLpo56UhApXZg67HBcXuxYlQF+qOawbDGh4CzknaRkevIsHZokUp4QgmiVdRVskN4aYcjXL3I/MEX6SzsIY6WEdHT3r2f0fnX8QRU0aFz+FXs3WsIZRC2BG8ZXXiTbMceQl1hZrYxOPP7yPYsnRc+Q/9P/icojWj1mH3lq6ye/UNiOcBnGQdeeZX7t+6wp6g4cyeguhJROopcUhR6LXAelYl7A4EQ0/5kXaoCFsIQYkT4VJl0rhEJjJBnEiHkmlOLGI9nTnDso663ZEm58bEpx07xUWEayz6FWJaIkYJBlboSYghY75EqaR7aRs/tw8Sy1dARFAxHnlZmqJ1PzlwOau/IlKY/smgdyDL52FhW2yHD0iGJ1I2dbQiBHI+UYGNkWGfsLJdYHsHCzh69XftY/t7/DxkscmY7xZ4XKK+8Q+/lL7N85g/Idx0hz7uoHftZWRlgOj2qRQ9RTGPZKZ5LbOlsXr9+nb/zd/4OZ8+eRQjB9773PX7rt36L3/3d3+Uf/+N//KzX+FzgUdlfKSRMZI7HStEypHnFcabRh7g2H6lkI1o0MR/5qON/0CrmGONNJjdqbY3jNq/WI7Lrm/HYeWQfN7QZeiloZRqlBHVYz4ynu5Ckfj8sK2wIaCUJPuCiR2uIPhJcpKw8tg5JeE4KhmWFj4LM6DT/GAJKSJYHJXeWK4L3RAHLKyMikuAjra7mXn/EbDcn8ypZDjbBasQhokpJEOsI3jOyAuuTvkhZOUSEkfMoFRlUnlgHZgr47N6Ml7orDO5f5ertu+TW8+cOvsI3rxdoEWi1FLdGntWBYK4rsTFyp++IwLa2ZlgF7q1YOjrS6Ui894hgcCIQvGK5XyYhPCVJDYk0c6hJdCtrAu0UYktiCBgtkWEcdotm5lQ0mzfIhuAF64HH467nIhMbFM9bucaONgdCD3/9ox6fYor3w9PgWEhB8FipH/hIeBZAK9WI8z1Nno2Em28zvHya4BMftA6dwG9/KVUoJ3lWjEdd4hrP1t7TbRlm1QhhB9iiYDAQLFYeoTXCJ0E35wP9wQhHcksIocL50DxuudMvCSGwvFKipUgJ5ZZkeVgSo6FlJFpF5nuWva0hNS2UEOxvWw52a+pdu9HtLst/+JvgRoS6YvYLP4mb3YlpFQwuvEHWmQUinVf/FIO3/wg/WCEKhY8SlE7JmBjpvPg5+m/+DjE4hFKIGFh987eZ+cL/Fb9yB7t0h9Hp30OpgvldRwlhDudAGdIsuIOl1ZJMS/JMM6pqhBQURgGSzIg1HROtJFVt0UoQtCCicC4F40ol8ekQwlpVfJJjlZQPva6klOQmJZemHDvFR41pLPuI4z9hLIuQSCGobECKJBwaIwjtnkosK4Qk1pC1FIv9EVIWZEqxZ94j6j41bc6FxupXyIfGstEHDs/BXDswf2A3N27c5fZqzcHZHYT+fYJSifv2vcJ3bnqO7Jxl24GjdBa2E/p3QRsQGfnuo0Rr6Rz/ElYYWrsPU14/h+7MsXLhLbLDn2Jm8W1+qLvADbmTMuppLDvFc4ctJTz+wT/4B/zoj/4o/+f/+X/ypS99CYCvfe1r/JN/8k+e6eKeJzxsBtCHiGxu3JVKFZ5x4DMWJUpWXGNl6fUNQ4XGIqsh8a3OGG6lgrl5jm28LiVTgGVdas/9IBnMzWvwIQk11S4gpaCt0wYxbiEcL01JQbuQjEqPUmnkQ0pASKrKYW3AhkgU4GIgCiCk7OuwdHgPAkuMAus9sx1DjyHdYkitc96+4xlZT64Tna6u1HQ6mugCO2cdWSixWYFAsrOwKCruhQ7n7nkWhw5vPS5E6hBpGYGzoCVUIfKFA4aDXcdCK+BWbqL799m2fYYXD7/KytByf3GVzx2Y483LfZaHgcwIWoWg9kkocEbDqhesjDxGC9oqWUoGUnBRe9AiEj1UeGIUSBGpfEDERpgwpo3NmCTa5P2kdZtIdpBCUmSSXjunqpNNW5DrKuPja3Py/D3sesuM2qBuLoV4oAL+qLhhqgU1xQfFh+XYcWA05lnV3IhO3oA+DZ7dzLHJ6SUFypPq+0+DZ1W1xPDyaWIzThFCZHjpNLNzuxH5tvQ5G55VUpCb9D1YF1ESdrcd8/UVqsW7rNxfIXrP4T0vsTraRghJMFoAde2oXaCyEbxg5JPVoBCwMqhxNrA6qBjVHqMEWikGoyTGFwJYPIflLcq3T9FtKXZtb6OGixRli3t/8IeYme14W9F54fMMzn0XYSLLb/0v5n7o/87yd36L1oHjlLcvYPI29s4VZj7zZ1m9co7ByhLtVz4Fw2XU7BwtW6Xkh3cInYE0RJ2T7zqCX7mPu38TgHz3UURVcumds7yy7ytcXPHUTtGNAuccEZ30NEZVqjhGhVXJSSs3aq1d3k+IziaB0kC7ULQKjRLysRz7qGsaIM/Wbw6nHDvFR4lpLPvwNTxpLFvVASHXbXWjiFSlo6rTOrcay3YKzf2lkrLyRBkYVpbSegqdJE5XV2o6XUPwgcPZHfqnTyNjZL4l+PqBl7jkdnBlGCkrm76PJpYVSvC1nX36509zTwR2tS1H9ixw4cYKl/pw8MSf4+bI0D94lHdvOuYKxTZdMdNrEVfvY29don3gOMIUDM99FylArt6je/zLLJ25hJnbiWzP0JrbTWumx+DGeZbe/S697YeZP/QprrN3GstO8VxhSwzx5ptv8qu/+quplai5unq9Hqurq890cc8TNs8AjquIIagm+52IsQx2k1BORKsHVa7Hz5jMTqaZ6fU2rMmOug2iSU3GMtOqeZ4nz9QG8ToA792aSBqkdmbbCAOFELBOvu+s2uSmsPn4MUbur5RU1qccrRQ4G9C6UfhWgo7KCL7GhYiSCqKgtpbKpQqX943wVAy0MklhJMpIFpcrhrXDR8Ww9NR1xMWAtR6TSV4wt1h6781EhFHw2oFX+N/9LsZIdIgEIcm14rWZe6y+dwYfAwdnYduu3dx643vE4Nk9v4vWzs/yR2WPxaGj0JJP7ZUoX1HKnDtDxZe7y8zf+RPMpduUOHae/CGid4zO/A7VcBW9sJ/tswd4bXaed3odWlh6GdQjjxESjCTmEjFw6QYjSFRm6HYUmcgQEoL3dLo5UQi6rQzrA84FQkjf0eqwop1nyYfcR5z3CJGuR6M1Ze0JHrQRaKXxPtIuDLUT1DasEf24EvkoocbJmdbJmVnrPLUNG6o4mdbUKmxoBTRKTlsAp/jA+PAcOx7JGD868YwPwbOpUr8+M76ZY5WSDZ+GtTGWQVlvmWcfpQkCEIer2Nrh/LjyKFA+UK6uYPK5DUFd4tn0+y2rmrnhdcR7b7J6+yIIwdyBV1geROy1tzl25KvctpJq6BlZR+UEVZ1m08vaI0RMx1aS1apmNHKNtTbUIVIYECqp7mst2dOyjN47xQ4zpFe0qd/7DjN7DzG68DrBWdzyHVRnlv7bf0D35S8xeO91ahexzpIfPMnque/S3nuU6tpZsCXV4i2KEz/Myu45hjayeuUO+vINdnZhrj2HnNmFLQdY1WZ+z4swWmV04U9wy3cQylAcOolZOMC9WzfRrsQwQ1GkIFoIgVAC59INSwiAswipEaSbkFyotS6PItOEEKhsGnuRWibNEiXR+tEc+7BrOj22zrNTjp3io8Y0ln06saySgUigLKFyDm/TZ3YxkmeSVqbeN5aNMtmW96ukDWJrn3RALHRbChVBG4mIsG820H/3NCF4dhUV9b3bDJcus/vw5+jmC3xvNEttPStDBxG+eEizdP4UMXiiElztaxZY4aXPfYH7w0htcnbnFTusozA5L7b7DL7z3xnFwI4ZTXvXIdxwNSVrokIISauzg5UrF8iPfw0xWmH17T8m687Rv3KK/MUvIleGKGrKy2fYe3IXN0s1jWWneG6wpTO6fft2Ll26xJEjR9YeO3fuHHv27HlmC3seMZ4Xcz6gJ7KMsJ4d3qwKHEKkiUE3WFGN+V+IjVZYIoY026ZSu1dtAzBhRxjWrQdr69eO50LqDMgmnASsD80sY9p0ytrjXMDo9bU/blZt0sN63H47Pj7AUr9iuV+iVAoOFcmlxIxqOvn6xtNtZ41FYpp3VqXClZ5R7bAuolVqNYshopSi1TYsDSzRx5QgcREIBBdAwO6ipn/xVONPnhIGo8unOXn4K1zra7SUZEryhX0BdfM27d078MNFChNYeeO3KboLlLUlL3J2+et87fArfPNdw+e2LTG8cBrvA4VWfP2zn6N/7gz14i1yE+js3IO9cwV//yqxGgABv3iL4AJZNs+nds7zVkj2XJVO2f1CKoa1p503Cts+0soV83MtCqUxSjLXKygySZYZRIwN4SdFb0QgBkFmBJnOMI17RNFUCK1LugGqqcyMz7UPIRF5XVPbSIxpRrIwSShs8np+nNZB7QJlmaq/mV6v4ozP61aVrbfSbjrFFB+GY8e8OFbsnyz8fFCera0DBEqllmEpJUWm19ZjfUAI1qqOPkRGtV/rsHg/np3k2MTl62sAcKZD6QK+aVtOqv2CSubYqsao1CJstKTXyfBN63UrrLJ09W0yV66JZA4vn6b3wudZvnefjizptnpU5RDvG5+GCGWdnlu7ZM/qQ+KW1OqeOhNi40zSyjTKKHKlKMKAdhZwi3eI7f3I4CB48EmULyWiBIRAQGAxVPWQkpxqMKS1/yX6l04TfAQKCJrlS5dZPXSQm2/8PqG5MbpXKhaqKxz6/J9n5Vv/g2HpmW/PU187S3AWpCJ4x+jq25hdL1MUBtmdpS0MrSxD6RTIllVyTlBCojTUtafQijxLji25VhgtEOiUVA8pMa/EmMMSz2ZGQgyP5NjJa/phnUJPk2PHx5zy7BTvh2ks++Fj2U4rfebl/ir9kUufTyRLX4Egy8z7xrJV5dAkjSAhU9eviNBt6eS8YlKXslKSVhhQ+sC2jqC+fycllZxHuYr7l99g7wtf5d3bAAKhAsKNcNYhm3MUImR+xPDGBXoi0vFL1LcusFJJPvvypwg3b1LHSIyC+6uBur5I98DL+LrCZTOouZ38yS3FTB7Zu72Lv/onSKkRShN8oLxylpk9xxlakAhUPSD4bBrLTvHcYEsJj5/92Z/lb/7Nv8k3vvENnHP8xm/8Br/yK7/C3/gbf+NZr++5w3guNzzkOhcTbdVjGK2IMWlHhJjm/IQWSKnXRJE2ZJoRbNaTmrTxiiSV98qmeWalJFGBEArfBLZairVse2zWoEJq/RNqfbZ9jIfNqtXOsTqyKbvdZNNDCPgswyhBZT3DUY31EecbUg0CI8Rayn8852l9avkb1Za6snjv0UqQGYkPHiVAElOW3DmKtqZlJF5HjAIzEgyqwKhOAkttUUKI6Vz4SGaS2FHLOJaKNkYLjrfuIs69Tn3vKkLArqOvEKyl2HcE1ZlDt3ssnv4jIgozc5efOHCSG+fOIUJyKZBC4O9eYjZzrBCJIs22xyaQH7eCEyNKavqVpZVXGJMhtWCuyT5rNLpMVYFWS+BtpNPKme8V5HkKqnOt0ErRzjUhOLQCo1QjHajIW4ZcQ55r8iYrHWKyanMhCRVKKdY855tlpVZPv26BplRyppkk+kcRdowwKGuqOqBzTX9Yk2cSo4sNz9tKFnzzTV2m17PrU0yxGR+UY61Lf4+V3qXUzfE+GM+OrVi1Ss8VIiJ8+q1t5tjxOlQITXC+8SYCHuTZzRwLUIbQVLwEIUZcaJHtfZn+xTNEERBSku8/zmpo0wtQx40cC2kuXAxWIHpQWWq3jhFCQIYa5yNStWjnitVMEEN6qkVgrUtdDDLSKgx7u44WNSuzhnOLkXLoabcztIbCKGY7hmMzFT0RCCuCe30NSqPyHKFUEhUda1loA86AKViymt1f/r9x37XYfuTT2EuvE70DJN60WS0lVQZtt4pMJyV9h1Fwa9Wxslgw95m/TMuu4mcMI//tZLHbmiVWQ0IUCBfZdfwzXJVd5nqhcV7RZFJgvSQzaQbf2kC7yOgWmjw35EYhpUw2iiGd10fxrPMB34wajauOmzl2fE1vxtPkWIBR5TbciE5WMaeYYjOmsewHj2Vrl1xHqtqhlcBokQRFBUlc04OowvvGsrkWSCHJjSZWgk47ObJkmaaTm1QgbLSFal0gjMJQ4RrhVITEeUWwjpavCNIQokcDURXs7Cky4RDKgBC4pXvMHTkBdy8xunoqiUfnM8ThEqoe0MklwzqN4fRrSdu0sbrHcAZWRgqw9L3GdHosV9DLuwShUK0uzlryVpvaOozWhKyNDtNYdornB1vaSf/SX/pLzM3N8R//439kz549/Pqv/zo///M/z4/92I896/U9l3jUzJiUbJjhTvJxqa8BwGi5pmytVMowO7+Rocct2eN9IjTkTgQlNSHERKwTw2u1Tc4gIUIeISjZbCwRFUE1VmOZkdQ8uPjNPFHb1H1RNx7jllQ1HNUeYyvyLGlx1I1ntg8eGyItoQlSrLWOjVsOtRKUdcXiak01Pq4MSeQpQL/29Ace35B43w3wVUBnkmAjQ+twBOrgUoCq2rS1QhGRIrm9xExC1qGwmoNzHnf+bQqjkVLgrWd0/TwLL3+axW/9EdncAqOl2/QOnmD1/iKVE5irb7KwY4Hr10uMAUGktIKcpHg9qCOzJgcHURqiUAhjsCgchlpoKgraRWpj7BpFr1sgEdxbGSEQzLZzPJEil3RaGaG5eTImWdUKEdnWazOyLrVMqkaZ3AaKwqxVlgEkTTvoeL5cjMlfrV2jw9JS1esWiDKm1sJH+ZBPwnrPqErJH+dSu36IkU7LP6By/Tj4EJLbw2R7aghrs7FTTPEwfFCOTZU7ufbcNIYiH8uzoTlWiAGBBETiWRc3LGYw8uP77rUgZ83FAJqbZEmuBGX18LWPsZljYxMzjUqX9EiUbEb+AmVxkM5L25F2QMza3A4dsjqQZwElSaJ5MnWHLPcraheZERllHaiEoDe7A7t0B4+gdBq552XO3AzkrQGuimgN1nq8gLqp7LaN5tXufeorZ5Ei0vGBz+45xsX2bva1AxklnW7BznCVxW/9T5ZRbN+zm53butSjJfJdRwiupHXwBMNz38HMbCcg6H7hJxlYyf4//ed5/btnGa6+TdyZs+/Yy9gb7xBcqvRm8wvc6Euk6SW9pxBxASIRKRWlanH6bobJd/FCG3qz+wgrNwkEVLeDmlnA73iRfpijVXmymNqUBWnv3d4rkCqNs4Q8YrR8gGO1kngiZe0eybPjLqB0eYm1v12mPjKOBRhVdq07B1gbrXqU+9AUU8DHI5Zdf+06z36/Y9mVgWs6Whyjyibbaheoqoh1Dq0VUvK+sWxbaDIlyHPTOEQ5nI60tKbQGqkESoIXkVuDjEP7j+PvJvOIICT5gVe5emsRlGYUDMOho5UJMgXb9ID57XOMLp0ihsi2XbuoD59ksLxCN/rUgQdIAjEK6qokn93O6O7ddI6MZjh3lEEVcGpApx2RWtI6+Aq3xU6K3S8QqRF5hqj7iNVF6qyHkCu0Dh3HtuaZUdNYdornB1seUvqxH/uxH9gEx2Y8amYs04o6etJPOCFlAicqPayL7TifZtImMdZIESQSWJvlbv5O1RuIjZq+G6tlawkxbSBJ3A60ingvIXqMVhTGIPGPnVXbbPHkm8BfKrE2pFnXjUCfkUgZ6I9Sv0OI0MkV0Ago+UhZB6SM9EeOsvIMm+CxqpONl62TYbiSCkmqYIo6MqxripgUnA3J6ktLhXOe20PDa0dfpbxyBokgoGgdPMG5KsPh0X6AdZ5FDwvzC4ilO+TzuxheeJNi4QCuHEBw1NffpXjhqyxfus9cS1Ko2LRUQxSR+4srtI69SmFr6sVb3L15l72vfQY1u5PhpbeoBn30/C7Y8SJ1vo/rq8kSLNOKVkvRbRlaecb8bI61AaMksVGnVs08qlYqKVMLQZErep2MtjMbRMPMRBv9+FpTatxSLZAync/QtIeOb/jCJvlq51NSZStIyfa45uCQHBKeXLk6edg/2Bq7lY1qih9cfBiOnTwGPJ5nk5XrOqSIoJrxBSUJ0aOkoKodkKrnzkcQfu35Icg1F4Mi02RG4118JM8+zEavsjHxdhTJsjBGrE2ix1pK+qHNwOeoOjU75Llaq47WNo3PVM4zKh3eR1acYu/+46xeOE0tWrRmD9A5cIybci+Xl6H2AVkHKmcRDpQQIKDXyrHOc3xBUF08g1GNsFwZ4e5lvnTEcOvds3gfmJkVRB0RUhNdxeKtW+x6+QRm1Mfls/jV26iZHcz9mf8nfthnVHuWbYYbrTK4cYG2hE5PMLj+HhdW7rH3tT/L8jvfSTcA3RaffvElzlSa7S+9xvL5UyjnUVox+8JJzo9y8rai0IZS5mx7+av4S28QXYXVOfHgp1hW28klEFPHjFFJ9T/Pxk4BYu0Gihgf5FiZ3AXSDdbDedaNb9om4DwPnN+H4Wlx7MOup/Ean4b70BSfXDzvsaxWqZviQZ79/saytU036KPaUtaBsnbY2lE5jzGaGD06vn8sO44VhZJoIamcApEE/V30GCSVhToksegrcS+7Dmxn/6HjrN65xfVb96jqmoVjr/EHdwJto/DRc3y3ZundN+hrzcL+T5GLgG9lVF7hnQWlkUpB8AShWL1zk+1HXuXO3RWYb6NFoDjyaV5fmkdnkqMndlLEirZpcWeUYZRk5vBnqa+dxYYAumD+s1+lzufo7Gtjsx6ddkYxjWWneI6wpYTHP/pH/4if/Mmf5HOf+9zaY9/97nf5b//tv/ELv/ALz2xxzzMeNTO2+XFgLbs8hm28pEPz4/Y+zehB09qsxjO+TcZzrVqTlKI7hQFgWFl8SBtWmhmUxJjEgYyWzWxc+nuchU9e5o+eVRvzipYSJVNWFCCGQG4Uea6wLmJEk/U3EikCPnhmOjntwjAoHVIkMaaIYFTWrAySiF/tPHWdNjZiREjWWsRLGymHJXmWUdaWTBmkUpiiae+LEOoAGm7pvex8ZQdZNcTqNjdXNVoEooIhOTFEog/co8Pstjaq06P0sGoj83Nz4AMjD+UoBf83VuDQ4QO4eBejIQYwe17g/32+w2f2/yg7D43wUvHtUfIW3/fqy/SyQEXGzTrn2rIBURObdryZlqbTkuyYbaOUxNaW2jsQskn4JA/xItNoCVlmUFKgpaTbfXCe8GGK5amNNFknWj9+fmqxS7O5zTmcuPykYEtZbSHSm8WYbvJiTO2TW91kppjiw+LDcCw8mMzYzLNebgx6xjyrVLoJnhGG2sk11X5QFJlEKYVvRgdauWHMsSlJkhb0uJngBzh2HJA1goGtXDXtuhElwCiB8wopXLppLzS50Qwrx6hMlUYfoD+sGJQpoey857Tbzt4jX0H4AUuyzRsrikwp+pXFWktpI0RHkZkkfKoV3Va6+Zgzy3gt0SpZARoTmJ2fwV9+Ey0MVkSEHTG8+h7t/a8yuHUZfM3g3h1wFbajKC+f5+Z752nrgO7Nk3XnGC3dgRCI/XscPPElBkvL1H3BaLDMvaUB7d0vkrk+ojvPzTd+l73dOezhLzN85U8jbYmVBadWFUrAjtzQ62h6nQLZeQU9twc3XCJmPQaiAx6UDrRVmiEfcyxAK8/XRlYexbHjczXmWSlo2q7BaEFmFLFJNk1yrJLrI0qPw9Pi2Bh5SK17fIP6RIea4gcQz2ssK4RshE83xrJjnu2ax+suPMtY1vmY4jjrqOtIJBAArRVaSrwPDLYYyxZ5SsjWOtKKilBHfIzYECitY1SFNPJTpHG7qysZl9wutvdmMdmI2mt+905kdRRoZXB3qSbMW5wNIBzXLt9CawFR8tJnXuPSO+/Q2TNH59BJylvnGVpBNj/Pvc4RlnszZLZkSMb1ZUOhJL1M0xeGYm4nuZLsaqVYtpJHaM/vIoxWiVmH+7qHFCmWzaax7BTPIbaU8PiN3/gN/t7f+3sbHjt58iQ/93M/9wOb8ICte31PZtDH7dOTAVES6UmzgUIkIZ7KumZuXKw99//P3p/ESpbl553g74z3XjN7kz8fw+eY3SMyk5ETmSRRgqSSilRBYDUgoFei1BAhQoDU0IYrQoAALghIG6EpQIQ26oUEqIFSV3cDKqJbRRWlEkWJTDGZGeHuMfsQER4+v8nM7nCmXpxr9oZwj3CPzMiMiLRv4/7sXTO77w7f+d//8H3Z81zOs59VYRAiMPO1VlJ8RExqdkvPyD/Evg1RP3z/ZwvbrjifB5EJR0qBUQolIp0A+hZHJSRaG0ZVQet8r2+REFISfCDG3CKeQiKElFuUkWgVCVFlAaEAzidIEpTIM4AIrNAIlfpWZoHXoGWCJNhKS0Q9om49HXlGc9oErneKF89cYHrjdVxI7DhNdfgZ7tz5AU3nubcjOFocJe7cxwudZyhPvcC/e6fg2Mlvs1Z5PCV/spEYt47v3RTEaJjWgZWhJyL4PhJbWEaFIcbEqAQrdbaHVBKtFdZYSB4tLV4IggepQCAxGnzoxb32nIfZf/cuDA9rS94byObqySyoSAh8nk/vz+F+H3LzWNloreS8+jmzARM83gJz8HMOzgIrKZ74cxb46cSn4diM2RW/Z5sDPGu0penCHsHQvL0UEq0lgtCPqWTV+0TC9rPFKe1WL/d962Pw7EGOdT7gpUTH7A4gpUQCweROPWsUWmVhUqNzkrRuXe8cky1ofQiIlJ0FIhDJ6po3pwYhVlFKYnQkpmylKpLMop2oLBCoFEhQhixiWgz6/U5IIbHaoEVg2ld1syNNgSAiCPRFM9CGNiimocJHRSIglKZaP8747e8Rh4dRUlHIQPPO96jOvEy4ucNyOUJpQf3+O9Q7d7CnXyK0LdHdQakf0B3/DlfvlwwKg5C5mosUVMUgt7d3jjZWtMKQnECIRGEkiFwxFQfOwcHg+1GjH7NztbdCnd0kIlplG8+DHGu0eix++1Fx7EHR3L2fv6g8LvA4+DzGsnMI8VCe/cnGstD1AsxK52SokLIXNhZsTcJjx7JaSIrCYk2ibj2NciSXY9kQUx4jkhIXEoURlKWkbeHWxDJtBDvjDqsFlZGIlCiUxIsiPwMIMEZBnxR/s1nBnfgmb8eWE8cvoI99g+Q977shH24Ymi4wKpfoYsyxrH10LJsU7DAkmArvEwO9iGUX+HzjsRIe86zYHoSQhX8W+GTszZSHLF8xXyzms99C7rtxtJIPbbma2RBmhW2gF5eaBWSzNsKsdp3m50gKcK6bZ9/zNh8V3Nnb4mi0yje0y23dMTH/jllbmlayb1nrW8RdJKUAQlFZTZ0iUcOw0OxEj/BAEpRWUBVFXz2Fepr3szCaQanwvWifknnni35GVAJaKYRSCJHouo7WZdXlNgUKm6/XD+VTrD53COWneLvEO67ixDMvo65eZtp07Mhljn7923zYFDTmWV57EHjQOqZo3tgwrC8JKmso1wyuDgQpWa4kpsyNnNGnbBtGYqmUFIVC+6zQXZi86IWYmLaR1rX4kP3dk49UhWJQGsZ1l0WyhMldOUrNqxR7rdsy8ljSrg1XPk+z8+5DmNvANZ0H+hny/hzOApOqeLwpNikky0NL4zxlYRhUKmuiPGR04OOgHrJQ5etqsUgs8KPDwWpkSvmh/ON4NsTdytJezAKw2WdmUT41dxXI24iPcCzkguYsiN99bT/PPoxjhch817mA89n5pbBZDFAKgRB6/rd0PlsaCgGD0lK3HTEKpILCKCZtQEpBJDIaaGZrRNN52jp/v5aCaqBom77SprNIpxYCVOJeYzlz9iLu5htZqDAm1JGzNPe3QWS+3XKKY8efJurMX2iNPv4cdarorr7J6tMv07x3hWL1ENYaBmuHubvVMrACe/gkk7u3UG2DPXQcs3KMducBSkJ59iIbtz5Eylyd03Qsy5ZRNaA0ea7eWkWhFZGIc4LWx5w4CnlURQmoijJrOPmssSEDKKnmre+fxLGzcwW728141gdB0/p5AmrGsU/Cbz9KjlUyZa7f8xD6uFy/wAKPix9nLEv/eYL0EZ4NMezr6PhJxLL42f2eY9nGZTH7rs37/qOJZRVWWaZdrxMSIqORYVgmmk6jkawNLS7kLpQHWw3LSwWX78N/9/xXGV+9jDGglaY8c4E/vQNTDyla3phEJJroFUsjgSKwMljEso/CIpb94uOxrphvfvOb/JN/8k/4jd/4jdy+FiO/8zu/wze/+c3Pev++NJjdFDFF6tbNb+j8u97e7gD2epnn7fZ7SyuZq5BzQo+5u2PW4jy3eZoReIiwJ8s+s3w6eMPuXdScz9n3GGOvVB2wRiOFmFccY8rbbo9bXAj4kIXespiPQspIWVq0ViwNFCHRty1qmiYTuVkWFGVJijBcKplO6ux2UEoGWhPxdDEyKPoZbJlouo6kEgMraLqY3QaSoG4Cx4uA9g1BDNmoC6oh3FYnWLm4zko3IaoBr28aPtyeshMb9MCwFCLjiaOwkrIqWDGWunN4JfPEtxAYrSikIgawpcKonOG3RqJtbs+0Kvt+q85hhCAl2VcnxHzxdt5jlMKYfD6skXMP+YOzp7OFIMTZNZAXd2sUiYQLebbWqt0Ht9lMpFL5+5/UQitXwPMCszy0+MbMfc+fFNaofj944v1YYIHHxd7rqvP+E3lWSYH128R6B4oR3q7s49jZZ+7yrJg/UJZ9oiQHZLufF+ecuv9ePMiz+xM0khBS3zkQyC4ziaIfeVMKZL1F6ia0smTLV/gYCQFCyKJwkYg2mpUlzXDgs+BpmnUbCLouIiSUJlJWJQkoKsOYnPEwJivfi5jQ5Pfdt6dZfX6d1E4QsuLtruD4WY+4eYkkHR7B1onvIIerlEdeZri8wlYnGJSS4ctfJaXIyrkX2Xr/Gu1wmVa+z9qREQ7D7ft3GK09xeDsi7jW44WktBW+HrP9+n+F4NBSIZVA2go9WGHoNEFEBmWuzsYEO9MWVVlCFH1hRqBUnvF2MaBTHmVBZFcvowWjyj42x9IfixBnVpy7PJuY8axEKf3E/Paj5th8PT051y+wwJPgxxnLFjYLXe7lWcijaDP7cXjyWNaHgA3bqNAgiyGhWHniWNaH3O0ryLGwahwpJsoi/chi2Z2xx9q8FpxZ9gzEmGI0yoncbkK3WnG/NbgaKj0hrAdaMeD1mx3/x3sVF898m+UhaLvE2xsJXThGxf5YNgUwpcJIgTKLWPbjsIhlv9h4rITHb/7mb/Lrv/7r/OIv/iJPPfUUH374IUeOHOF3f/d3P+v9+9IgxEjb5QrULKMdZNbVODhJdtDLPCUoHqH6fjBwnm3TumzxN8u6hz47njt1du/0h4mazT4vi1DNgjvR77sghEiSkuR3BYZaHxg3jtALTQmRq5Wl0QxKQ916YpTIpCh1JkfnPMNSYXVB9loPNF3AakmX0+HIlMX4XEhM6oioJLhA0wS2645C57bBrvNMmoAEXhzdp377UnZ9EZKTz7zMu9vHaF3kphQYNaR1gc5NuL/dEENgPPVYLVBGMiw09aRDlYJp21FaQ6EFSilIvQtET+7FjABzLgmRG7xRQuJDYtp5KpsJVstAREIC7xNFIRkUpm/v3FXU33tO9laVZ+du7+Ke2+zivMV+BtGf20/bbjevGiLRSszbAT8twS8WhgU+a+wGtnHuCPBonk3EW29Q37hMivnmHZy5iDrx4kM/+2EPlFnETO6rbuZtPjpO83HikaF3IMgcmDk3kSudAhhsv8vkvSsEH2hdpDpzAVedyy4BPmCVZGDzw3kXAj7kOfmyMORBnEipFC6ovoKWHyCMUoz7WWvvoHMJ6GfwXWR76rjtoQ0DCg0+NqxZQTFcB98gpGGnC7x63/HywPHh2/+Fpw5VbL9/hXLlMMGOaKsB793aoWnvcObYKSbXLzM6dgqApTPPc+d7f0hXT5BaM/iZX2LCKqOTz9PeuIRIYNaOEk99hQeuABnwLlGa3DruY0QLReMDLkBlNarnYCWzw42xOj+M9By79zqZ4ZM4Np9v0etj7Z7X2f8+Lc8uOHaBLyJ+3LGs0ezj2UTm+B8mlrUb7zK9fhkl8rhKdfYibv25TxXLVlbR9LGsVgqB+JHEsj4kEgGC54Vqi+lbl2mNYMm0mLVj3NmoETFw/OxLBO25/foPiN4TAnz9/EX+c7fEtQdwY1sxKsNHYllBFsqPffJBa4mRchHLPsbnLfDFxGMlPI4fP87/8r/8L3z/+9/n1q1bnDhxgq9+9atz5d0FPh6dCzTO0bnYV/GyrVdKKSvA611iOJgRfZxj/LAb8GAb4YxCxIG05sEs5972s5miselb8GZq9LO9a7tA3Ti0VjRdoGnze8t5KzZIJSiMzO4BeRC+FzESRLK4UyIyLC3JgQmJ0cDQtS11n0ZVMqvhayFp20jTBBoX5lWD1HmaLnuWnV4JtO9eznvZH+ftq5dYfXqZa51mFBRt9PggEEiW1izNTofWgYTCjCS4XqyvkCwVFhElCjAyj7MYI+bK/oksKiglNF0WoMpz/rkTKlcTIjKBNRqj+2yzEpRG77oEsLtg7z0ne9fwvedutu1sodhrCTefU/wUGey9mAUgRqtcxVzc7wt8TpFHQQI+RnwvMqr7VuGH8axotpjeuJyFk/sbpX7vCktrJ0jl6kO/42Gzxwf5Wcx+cQCPw7N5VGJ3mwSobpuda5cgpvkoS/fuZYoL60xFFolLEobWMKm7XCHrxf0611GVlmmTR1CVEiidg9fCqDwWojRJ7ArAxZgfJiaNR2s4VjlMrIk6a3qU9z9EhA4nDPfvbRDjPb751Z/nwfcvc+jIIabXv48g0W3coTqsmFy/yrHz38iuLksVJ5/9qyQJRfELhMkmK7/439OOt4gRbty8SXn2JVLxHGunL9D6yEYacWuqcaHvpND5KFsrKayBXqQ7xoAPed5cq4TVhsHAUGi1j2Nhnwvm/DjvnqeHc2xujd+jVdBz7CNO92NjwbELfJHwk4hlD/LsbLTl08ayutticj1zfxJ5zC3cfx+NxFXrNKGax7LDQrOqapIfo/USwS7ti2WlABc8LkAIuShYFhqt1Q8dy0oFEcXplUB97TJGS4Y64McbVIOSM6dOsjVukPVduvsfYq3AI5EykO6+wy9/5dtsb7esLhmarqXG8sG2IfiI6Uf7lMwGB6SsKyIkWA2tE4tYdoEvHR57yFNKySuvvPJZ7ssXAgdVqx/2/9nN1HmP85G6zYTm+7blFCNVmW/umVWSUgD7M6J78ST2crsVrN0MuJQSo2Zt17tzvntv/IMLVLZgjKgDA5iCPMvctrmlL5Gz0q2LQKJuHUbncQ8hctVSCIEWgjZFmjagtUAkkWcBBVlFmUgX87GSSiGSp2sTwgZkygtriIFJ64kp4lLEOfDe04UIUWJp6Hz2OEdkET8fPDRjtjctabXENQFZZKV/4RJaBh5sZE/28VSxXBa42NFN+1ZGq1BCQnIUA43oDMMSHBBDovOJslBUBVgjKUx2WYhRMaryLZZHgASDUvczo49+KNo7ezrbSsrdUaS92wJUhSbEXBGQkizG9UNksPcit4EvFogFfnx4Eo4FqDvHeNKRyON8PiQgzSv79AmAvTwb6/FHSTUlYj1GPCLh8TCktJtQAfZ0EaQn5tmDOlkCCPUO3odcbQux59JIasa0umJmtxrJCRElBAHwMTBpAwJJ3XlcFxBCUpQSFwIh5NZsYwTBJY4UDpumhGLAndbifeRpc5vx25dpUsRYy9nzT3Hnve8RnUMoxcnTF7h5b4qtt2gajwoO77N+iLCGcu0wpiwYrI9o3nuT4fIxuL9JcfQ00+vfR9sKMVim0BqU4vkXz/LBO69y/fYG1mjWzn+F22oN5yKhF/ozUqKUwCiJkQIEaGWwNo+UGJX5ajQwjCr7UPee3dnxx+dYaxSIRIwCRJ5R5yHn9tNgwbEL/CTw0xrLqm4y3wmlNNZIpm/9CfLu+3i7xPDECzzgKSCxNLlG8/7rKBLJSAZnL6LVKbQQdAJa52h93BfL+pCwlh86ltUF+NZT+JrUFxyVhZUjR5le+wFm8xZu2nLkKz9LOLqOaT3laJnx1jZrq0uE8XXODi0aQbKK25s1w3KNH2yvMO0cZWUYRL0vlhUJkpZUhVzEsgt86fDIhMcv//Iv83u/93sA/Lk/9+c+kk2d4Q/+4A8+kx37PGJvxrjr242NVnMRG6tnQVAvPhey7kXdBLTOmWQlBS5CDIGUBEJkkacQoEthbmt4EI+b4dwvEJTfZPSuYnbd7ipmg6BzYT6rfHAhytaNuXVYiDyzJ6Xox1tyK6ASYt4+jkhZ6EkJhBQMSpvtExufW81DYHviqNuAIOJTFtkTUrC5Nc16/zEiVWBr3DFpPNFHTCsprERJhdUCSaTp8vEN0eNDoGsDxkjGjc7CqCKiINuMCcFmrZm0He52QEiom47hSNP6wNZ2Awmmk8DhNUnbNUwbjzKOQgl0I+miYGgtdeNgmNisA6OiQBuZ2xslWUQvJDAid4JYwajUGKPn909VKArzUcG8g6S+t4V+5k3+qG07F1Aye8bPHpoOCngtsMAXAU/CsdYoxtOOSeuom9waMeNZgJQioLKDyQGeLarRrrrpDEIgq9FH2rI/bj+z2GhOfOxt1f40PDtTpo8xJ2sSgmRHWTcre9f297fEqYqmC6wtFQxLy6RxCCHxvmNn2uFdpHGRnXGHUBqjBC54pk1+aA8poowjhsQJPmD6xhU8EaU1Z85eYGf5EDtXLhF9xMfE8tqQzR/8R0pbMu466Dw7777GyvlX2GSYbcWjQkSwgxFPPf8CbrLBYP0I/t41Vs4+y9af/v/AtzRXBxSnLxDrHSaX/xNSG8J0h+rZr3Ps1AsUa4ehHSPkDlO1xlWX1f+9z+uF1SK7fdncbq5lYlhm28dZRXBY6n3B9t5j/VHbzcfj2BBneh7pI+d7gQW+SPhpjmV1MYScK8UOR9TvfDd3+mlLipHpjcusPrOaxzjeuYyQCWMUWggmVy8zem6draDYnnQEH+mc3xfLNp1HTfMf+sPEsm0NtQ9sjSyDkBDJU60dZfz6f0QScQFAIbbvEjfuYLuGZus+h1/4OmnasLyyRmy2IThCvcPJ9VOs+m3U0RH/5Vpko3HEQbkvlu0QKG1QhkUsu8CXDo9MePzWb/3W/P//+B//4x/LznyesTdjnKt3s769rAA/e11J0bf87QoqATiXiCoLzBmtECqrHxdGzauDIaZeHOmj1kcwE03bX908mKXfr4acMXvPTMdDKzmf5Q5R9N+5v21sFtTFmKuXKSWUlggEWmWhJmk1bReYtpl8B4XG64hEoLXKCs6FpvOBceNp6o6daUvdRJCglUAhKJVi4kJWz7cSIQKT2qNSnrfUQtC5xLCMCKUYlBYfHYnAtOtwbcSUEkXi3Y3AK0+/RP3eFUhZ/Gl09iJv3ktsbnpsGUgxkgJ4V4NIpAirA02KgTDtcE7gSQivuDd1hCQ4smKZOkdhDZ2PWJtJeWg0RWXQCgojKYsiW5SJPG2aenHXmOLcqg0+6irxsMB59lo+Xw/fdu91uddx4lE2iwss8HnFk3BsiIm6c73mRUZKia5LvSq9wvZttinJj/Cst0sMzlycj7UgBNXpCzizhDhw7xy89w5WD/dZKPbbwyfz7IxjczI5P0Ronehcfs0ogdQrDM9eZPOd17LQm9aMzl7gvhpQicyxpdWEFNmZtLQud9BNG0fbRaSCYZFQpc3CpeSW5coqOh9Y0w3t268j+j9Qpkj7/uusP/cKt5NAKoWPHpU8Xg858dLXOewdSSnG9+7SrB3nj2/C86dfZPPW25x55mc4OohML/8hxZFT7Lz7PezyOlvXXmX5lb9MCi1xvElMieQdabyBR6DXT5K8Q4WO1bjNdPNDEomnTwkeVE/jo6QoNFIkjJFU1u6xCYw9z+YDqyWPzbNPyrEPO98LLPBFwk97LNvKJQZnX6J57woidIiUMGtHaYXB+6z9U6Y2O0DJWUdJtioPMRDaHZp6wHja4X2k9XFfLDvtAkWhKYsfLpbtgqc0ivd3JF8/f5HJ9ct0nacoK5IdsLkzZfWpM+zceIPB4aeo79xA2CJ3Zqys0z24SWobmuuvYg6doL76fczpl1l1H/DSyjO8trNKF2Of3EoMtMaUisLIh8ayUimslvj5SFE+votYdoEvCh6Z8Jg5sIQQ+Df/5t/wW7/1W1hrf2w79nnD3ozx3tbjvdMeMyEe5xPeB9AKLUVuWfOJUshszS2zzgUpd0sc/J6DBBJC2teaO6tuHsyszoLnR+377N/strL3fbH3Qc9EU3ee2Ldk+5hQshcVknL+faXVucIpIyrXIjFaMSxN/h4hsP0CqKWk7RwbY0eIgth/p4g5O5xbASNdkLROAoKmcwipSCHhUiSJRKUKjpcOJae0g4IbO5qz6x7TtTSi4Ps3OurG8d044tmzP0cVG2pR8O6OpIsNR5ZzRdcazZk1RezGRFXxzl1PqR1bNQyMpCp6i0jvqYzABxiYSNt4koIQFc4blgcWO5BUVgGRwmoKm0sHhdb4kIgRdqbZicZaCVi8d09cHXzUtj+KttEFFvg84Ek4VndbhGZMoQeghkx6joXMj9pCaRWq2yJ1YxDZhWX3cwTq+AssrR4n1mOiHdDpZfC5y+JRHKtkmtsWPmr/H4dnZ+Mp+e/LbdlGK7SUCNNXt4RAaYVbe5bixUOI6Q7JDhmrIVUvhDd3ElEaIRJNk6uJPoFPkYHWHBsEqviAdligpUb6CZiKu11FDBNEioxMQOEQqqD2guQDg+GI4yePoMOEYnmdcGxI+/p/wj+4hSwGrHztz6MNnF0VvLN1iK9d/DaHhh3u2ncZvfhzdPffpzj5PLJcYvDSaaSUuM1t/HgD304pj59HFIOchDl8Ej/Zobtxiel7V5DDNbrpGGVLLpw/zbuTIdooUgiURlEWEqUkVmcXB9eFfP5TQmnROzzsOkA8DhYcu8BPAxaxrCStPUMxOooJ28R6jEdDiEiyE5MoR5RKIKwGcvJGiNw9VouCjbHLxyZmWegQs5vJ1AUSgegSzj86ltVYjEoolUXyI5FKCQqrCTGysdkRQ2BQCZSKfP/BKuee/g5xFNHDisIqloQAXVAXFmzB6Nmvo2TC3XqX9sZlqtMvYJ96muLEeUIzpTj7Mu7+TdZPn+Lqn73BM+e+jdCeAQ47WGYsFKU1PCyWlSKvU9vTbI2rdbYHL82Td7oteHaBnxQ+UcNDKcUf/uEfPnKk5acFe//8vcdCSghh9/XOZ1tBHyH5iBAJ0883aqMpTPYVTykRQp9ll2LeQrh39g0+Wl3Kr+WH8bC/O2wufHSwAjX7TCEOZPSZLRiiV8WeVcgESWZCSz7hfASd+vYzkec1ya3CViuoBEJ5pJQUVpHS7gLXdC63SUbRV1sTpVWMpx5lAlMvMBrqLiBE/u7Y72xwniR7X/OYOFrc48H3X0MQkULxzeef5s3Xr9H5ligE3zx1gf/wwYCb9xq2pzqrZac2j+Ekj28DUcBfOFKz+e4lSpkQpuR/fOll3rijOLVqeONWdkLYahIrpcL5SKETO3Vkp47ozjFtBaursDPVjEpDNPl4bk1apq1jpTLYNKV0U2Q5ZIchQkjqNtC5Btu3jlqT50dnIk25YvlkmexH3ZafdLt+UkZ+gQV+3HhcjlX332Tai875CNWZCxTlmT5ITxirqYxG33uL6Y3LeRxECKqzFwnrz+/5LkEqV4l2+SNaD4/i2BATiIdHYI/LswAxpSzwx8xCPPPsjGNhVh0NuJgI5SrTOAQSWilKq7J6Us+xnYsU1hJTgxL5YcUUhmftbdw7r9OmxGHbYFaPcuv+lBgDZ575CtPiEKtqitu8kzkBQblylNttyQtn1kkfvEbyHX5zgDl0nKaZgtbYo6fZ+e7vEVfPcFgc4typ89x48yannztBubJOnG7Q3X4XOVhm+MxTdDfforn+Wk6AFCXV4VO0Dz7EHj2HAJrrlxk8+3UmV/4zpITbvINZO872u6+xdPrrdKHK62uIuOjwPjGsdL4GQkRIiSbhY6SrEzHA0sCglURrMQ+af5wcCwueXeDzh0Usm0AKWr1ELFcoz7Z01y/n91hNdfJFdtQSwipG51+ivnF5vq/21Ivc9BWnl7ZJ7QSvB7xzX5BiYOpByCz63IjukbFs2wVq42jaLAztXO4ynjSOgZHUMeIJNF2iDY6By515Y6dZPjZmeP9ttm5dJUnJkRe/TmUSW++9hVUBuXaUZIaU6ydJ7ZTtP/v3FOtPIQfLqMEyvh7TvvU9njp+DmG3uHrlCp0WSFtw6vmvcCeeBrEby44KgyphWdaIbkKwQxq5ROsibdfQGUPl1SKWXeALgccSLf0bf+Nv8Du/8zv8vb/39zDGfNb79LnE3nng2TygIIvqkMJ87jvGRGk0kkDrsjickILRQDMsDTH2Yk9pV/AOZJ88+ChJPCq7eUBHFGA+erJ/v/f7nUuxawMwExLafV8WdpI9cQigSz5v12f5Vf93IyRC5J0YlobSKrwPvaCcYVx7xhPHrC0tJhDsLpC6UBBze3LdOqa1p6x0tkrsPG3jQYNOimnT8vxRwfbV10gxMW0Dx5cSmz/4Aw6f/CpXr35IYSTTa5e4eOpnee19T0gR7xKDgSaESN0kJm3gW2dLtq79aW7h1obzx0eM/9v/yonRCT7Yjrxy9iKXtke8cqag25nSmYofvN9BShgJA50QIuG7gKhg2jqMyXZsnYs4GTnuPmDrxuu5emENwzMX2CzP0AWARKsioVQ0LiBFQqteDEqKbK34BD7fnzSn/rDF4GFV68Wc5AI/aTwOxxZ+m+n1y5m3lCTGwOTqJQYX14lmiNWaUWWwfmc+rpLzIJH6+mUGS8dI5eq+++pJOBZACgkfc899Ms/utozv5dkYUz8Ln5MduQVb9I4zIEcij+MBRguUUEzaQNu1CKGIMWKNJKSsun96JdC88zoiBFYr6O7fptu4zaGnv8GdD++yc/U11l76Dmb9KaphSQqBhMRXhzi1HPHX38W//zrEgDcG4R3D579Nd/99uttXKY6fR40OYYsVHlz9Ps+feQ7/3iW2bl5BD0YMzlyk3boH3oHSjC7+AuPLfwhCUJx8nurEM0TXEnbuE2++DTrHFjGJLDidWwFxEVKM7EwjWgockbYNbNUdhZJUhUIpTdapzufA1R2JrMofY0Kr7Noz49jHacN+2HX5sPOdz+eCZxf4YmARy+6PZdtDz1EMj0I3QZUjGjmi6MWX4+HnsIMjpHYMdsiYisN332LjndfofEBJwcunX+T1ySFEEtTdR2PZ5CNnDkXK0LLtFVc3oWnzPt7ZaFFCoHQCEbm50bEy0kSf0Aq0SIQU6brEK6cLytuXuX//HqUZUWnYuXqF5QvfZvn8COUmTK5+n7Wv/yXch2/jNm5RHjpB/cGbpK5GVssMnvsW7YMHqPtXMdaQQiCKXKTcuXqJ5Qvr3G0snU/UKeC6yGhyna0P3sAoSEIyPHORSXE6Jz1cImEWsewCXwg8VsLjX/7Lf8m9e/f4F//iX3Do0KF9WeGfJtHSvUGSNXkWLUYoi9zS5XxEIHfnGPu5PSnIN7+UpBRx3s+9oGeCd0aLh96oj8pu7s3G70Vhd0Wb9hLDbL9ztStXFmWMxDjLxov5v6lf8qSUxJjwPiK0JPkISuClQIg4X8BCPweYVZAF25OGup15tCdCyo4uLvpsGxmy0JPVkpg8SkiGlcEoRd10WRhJJoyQWQRVQJWanJ3PyXmMCAQX0DG/X/TCfkuqwxQGbQSSRAwSKQRdCJTGsmIDSQi6FDh+dJ36+p8RQ0ITCC7R3nyb//7ii7zzgx8gYqSSkr9w5iX+t+sWj+DuNLI2TBQpVw5HgyIrcncJKRLHhp7xG5cJMWKUBOFx715GP7/G2FcolW0Tg484sp2tEGn+gDNpHFbvXkOPQ+CPCt4fthgotX+mNp+/XS/0BRb4SeKTOJbN6Z65YlBKZgFOV2OrFSrbz5G3417oM98TMQmICeWnSLO+7zuflGOFePQ997g8C7s2fXOeDQmZ8m88icLq3hkE6API2Ty61oKtccuk9pljQ0vjAiQwCpouIrsJTeuya0rwWaMVUMERSQQf0G5MihG3dQ+CJwoFxQpDMWV87VVw3fw4T6+/ysrxp0nKUBw7R3PjEqJcIuqC40+/woObb+NcQ1UOCdMx7b0PGJy9SH31zxBSU2/conr6Z4BEff0S7YfvUpy+iH7qeaSDcRoQBocIOw/yvDsSe+w899IqVkuEjISQUAm8SLg2ElREIDAmP5RVhc5JjgTe51b2fGqyYxhA53uR7T0t+J/Esx+XIFnw7AJfNCxi2f2xbCdHUI6QfYeK2BPLTrqSkCx+mlhR24zfvYyPWYg/hsjk6ms89fTP8+Z9ILAvlh1WlovLD2ivXiH4SJES3zh7gT+5t0LbJbQEraBu835arRBKQYRSi6z7pntR7Nggg6OLkUkH1hYMDh9m/M6fEqUluZbB6YvUHoQ02EMnqK/9APqETwqe+v3XUYefw7jA1qTL56yPQ40WlGlKSgYpEijBqm7YeftSTnakXLDcfPc1Bi+uMY0VBhax7AJfGDxWwmMhWrqL/Tdgfi0EcgdA70Ee+9Y9q+WetuWEitl6MLHbqjf791GLwaOzngLve9urOaE83L7po/OROYAVQBfjPpuovS2EuWKokDLluUYyOcYY86xfCvO2wtnfG1LO+mYIfPBsj2uaJhLjbrt2RGK1gRSZhtxm6HxAI1kZlmzt1KQkCCln0etUYqUkhFyBiNIwHGhspTi+opj2+h8TUTEYgDaCZppbnI0WWT8jCVJhsdailMKqiAOEFHRIwHP82BrdtR/kkyohxsD4vdf46pmf5b9dq9FKE4WkKERum9e5o6XDEVJCuSmehBRZTE8lgSIg3ZSYbPYtzysDMeTFYVaRmD3MGL23cvh4BH7w949qH03sf23vNbHAAp8HfBzHFoMlhJR958bu/WKGS4ReY0jFCMV+F5ZMOwJRDB/6fQ/jWKsVdXD7qocHq4x78SQ8O6uqQubZstCkfs48xYSPmW2N2uXZvV0hrQ80bX5o98HTOp9F9LqEkIKq0DSyQCqV29CVyA8GShKkRQmJNhpbDdi+9irJByL5u+XkNY6cfzYHnT3rex/Q2iCUpFg5ws6f/W/IYkhSBt956uuvMjrxPBsfvM+kjVTlEvbwaer33yQmgRKQoid2NX7nfn9wNOP7d7h/ZwLnv8W7r/2A5098hQFvUCytMlbLTI++zL3WUhUGGSNT7+ZCe1EmpCDP5kePQOJ9yHyvs+347Jjl87Fb+Z2NDM3wODz7sN8teHaBLyoWseyTx7LtdBPnsiuNVnkcMcRIhWNgKradR6gAETSSFw5LmitXICViboVhfO0Kz5z5OV67FQkJlBAgczJJIrLDVAIfoag0RSEY70RqqYja9smmxPDYKZpr30OO1mmCZDwJdO+/y+jYi0w6xZpN5HSwJKGQShOiIOiS222BKjQJgVL0dt8KiiVE27t4JYGJNS7lpLuS9CL/CZoxQpV5fGkRyy7wBcFjJTy+/e1vf9b78YXCo27AXVXq3ddnGePZ77XOVba9s4dS5kzuo/Ao4adHWSLuRec9bb/tfCFQMpOc1g+1ibImCyc5DwbRKzNnsk69S8ts2xnpzLL6WxOH85HWeUBQdwEXQBhBKRTOQ0Kio0YrSFEwUhKrsq6Fj1ncc22lJHrQbYcUli0PTz/9EjtXL1FYyUB61p7/Ordef5XKt6weOsHkxCt8b7vi2IpiYBVbtmFr6jBFdpcJEW5sS77x7Mt0772OtgVYgx2scXMzYoygUpEaiZCBQop5u+WadFRFgTHZj3x1WDEcGUalYljZfE2kBHaAkooQ/VyEUCmFGiwxTAWSXLkIMVdppRTzisRex4a9+DQE/qTv+SmX6Fngc4ZHcexD3VXOXiSUa5h594NE2FWqsxeprx/Yrlh56KL3sMpS5wK7I3kJycMt8kLfteb8fjeDj+PZve2+IYKM5PnzmJMLRop+HCMH8Yg8ljELIJuJo3F5ZLDzEecSLiSUlZQBUoBtX/K1iy/TXv8BCIVdP45ZO8bdzW2s0Sw9/RIbk0C1vI7fvodKiahAL69zewyDY+dJd94huVwJ1EfOEZaOI82A4tTzdJv36JqOkCJ66RDRddTThpXVI3TNBOEFAo0YrGbdE6H6BIqEYkg7mZD0Cs2DD9FnJO2xr/Om8Bx9/iV2dhpCMaDplji+rBgONN71SfEoEEoho+vdwAyFAZ8Etl+HZl1/GuYis3u7ax5GdwueXeCnDYtY9sliWSsHSC0xIW8tBChliXaANoLRQGFlQer1hAoapJWkyLwzMaWEVh1aa9YKS9tFSp07z9ZGmsoahtYQhWBUGIZWs2laPpwGjj/1MkNauge3CSlSHDqOR+PGDVIpmuowW1NDtf4ssejw771B6hrscJVoh9RdYHuqmB6+iNKKsnhAaTW2MCydv8i2HlGVjtiAEhDNMCeRVNbukwKikKjREsOoF7HsAl8oPFbCo+s6/tk/+2f823/7b7lz5w5Hjx7lr/yVv8Lf+Tt/h6IoPut9/Nxhd5Rj11YwZzd7Qk+ZYKXMWXHIhDoLVm1PbrEXhNIkGucp0Z9o6/QkFnkzB5SZkNBeQSkpZBZ0e4RNlJISNHTOHVgQUxYD9fsz7THm72u6yKTJC4VzHudzS/GSlfgoaVvBtPGUVmJNHlmJsRegixoXImVpaFvwRKzJ1T0jYSuc5tDPHOWwmuLu3uDG3THLZ7+KEp4kLHFwjKVGISQUVrKuK4ZVQWEl9TCr+A9KzXa5zLFXnkKEmpUjT/HBm5cYVQ6EYHDiae4/2GE0VEiy9ohSgnRohRNNoLSKlWHFypJlYDTLSwNKq9BaMmg62lRy+JlsiytIWK0ZnrtIXa2yNqs0AmXvHuD6WVHIi7eWYl7lmOHTEPij3qOVJPDx8+gLLPCTxqM5NrurDJePEuodghkRihVg18pOq54r15+nHB0jNWOCGVCbJZQLlIiH8uynscibVRxzUB33cSx8Ms9C/nnS7fLsrPLoPOx9NE8qPyDUnafpAnUbcM73reaJ0sj+gUISQ+JYvMXGjXdZXj2OSgF7/DzbapXq0IRGVNxmyCju4FhmuD6gEAGUYcdpklzCn/oFhsUyNkyzG8BTX+Pa5gqnhoqulYhyHVUGBIKtsePwi69gx5GpVJglxcr5l9h89wopRUoc5dmXoRiQ6jHd1gbm0HEeTDoKYxCl4YNaIrBcmyRGgyGrxZDVoWFYFKwMC0JIVJVkWgdigsoKYpIoLRgOCoTIjhFKifm8kJKSpvNz1wZ54PzsxYJnF/hpwyKWfbJY9r60nHvmItPrrxN8ICQoz1zgvVhSmECMMCg0RovceVYVoDSBgLJq3uHr1tZ4VgliFEybgBcJERLKCERUmP53QoK1kiO2oIuJe3aJ8MwRDj0/Rg0M4ze/ixCJqnLIIHnQCjaaAe88qLh4xPDSN/8a4YNLNBE8GnH8WR7Ew7z+YaCwigsv/3lGukNXSzTDNZYKjbWGQdPhAjTRcuy5r9C89zpaCpSWDM6+RDs8hE6LWHaBLxYeK+HxD//hP+Tq1av85m/+JidPnuSDDz7gn//zf87t27f57d/+7c96H3+ieBiBCvFRO6wgBdb0VcE0y45HOp96fYs94jvB43ygbjo6n2f4rNG02jMo7cfOuj0q23nw9dlispcrZu16Sop9JPKoVt3sbb7/g2WfCQ8Hsvoh5uqbkgKjBJ3PPzufWB5atJZ0XSSpSKvzQ0lpNIXO+2htthlsaocxktAmbJlnRXPXh6YSgjoWNMnRbm1ggHpnk9S7HIRqmyiW8uiMg7JULA0sSkFZJIyUOQtflgQBNUvsuHUOfe04y/UOjSi5vCU5/8LXaN+/gkxZ/X90/iWuhWXOncptioNCU5WalVHJqDRIKVmqCsJSwbh2hKXnWD96kliPUdWIVK4ykhJ6696YYp7NFABmn7J1CD8aAv84ASglF8rWC3y+cPB6/HiOjQS1DKPl7ADlwzz4PcizkzSgTppuClq1P1Ke3Ruw746n7HIs8LE8O/ubY4r7mnNn8/Az0VLYz7HOR6QQFFbSdfk1qRVLgxIhEk0bOL7U0rz2OiFEdjY2ADA7r2Ff+u/wxYhBN2YwLPhgw3Dy/Eu0710hCFBCsfLsRW7EEY2oOHbuMCZMSWrAuw8UW3XH+5Mlvn3+62y/9h9RRJTWLH/lz/GWP4V+8RDKTdGjZW7pJYZnLM17V9jyiq1UcfLMCxSrJ3DyCtuTGq0kK09/ldt2lfNP0RucC0qjGRaa9bUBS5VFCRgMLEeLAVvjhsYFlKxou4AxgmFpMCpbSBqt5sc9paxLcNCl5aMz4QueXeDLjUUs+8PHstXQct+eZfTCEXS7QycGvDc1ORFQCgqjMFpSlZq2cYyT5fCZF2nefyML9iMYnr/IXb3E2nL+3MGg5/+U3aXqJjB2HVbKeSw7GmqeWYoYP2YqKj7ojiMbOHfuFdr3XweZR7BPPP0ik26VM8Zzq/Hc33iK0yeOU8YpTldsuoIuRU4czxpJtdRgNStVybCyH4llYwKhn2fl0Al0mGIHKzi7QrmIZRf4AuKxEh6///u/z7/7d/+O5eVlAJ599lm+9rWv8Zf/8l/+THfuJ42PUwA+mHQUzIg5/2y0ynOOgFLMA/IQIzFle6zO59Y650GrROfB9ArSj5p1e1zrptmiIXuy6Hz2z3Y+UhXZQgpym2CMWTjKar3v7w79PEcCjJJ7WoJ794C+RU/JPBcdU6JzASUVhYoEq7A6YY1ESYWwOZBdGtp+v/KB26k9MatiZSeTGJG99WJIAmKk7nZHRORgmcIYnPf9HwlOQisG+XgLQSBC0hRWZjeHlBW7h4VmMMit1VpoYkq0rqCTy0gSp0pPE4esHT6O8TWiHLKZBhyLEakERimkVAghKa3K7dP9eaoKQ1XMSL9Erxyen4v9ZPzoyvKPksA/TmhvsTAs8HnBowTJPoljgT1jH/ut8H4cPLs3MN/Hs51HiNw+/Sie3fs3z3jWaMXMjtGQeVf3vHuQY+s2oIRiUGgmwrM8MFRG0wXQSjBiG1VKUpS9NgcgEivNTe688zZdjAwqy8mjz3FbPcXaC4eRfkIshtwKA6QUFMADV6FERXARnzpChK3a8V/iGV7+9v+Zwu8ghqvcZI2u9Yx9RVGMQCqkkrRrT7N86Dix2aGVA67HkrWBRZxUDEOH1AWsnQK5wgkdKIzIbepSIpVhUGi0khi9azV5aHmwezyX6GfaP44vP/rak7i0fBIWPLvA5x2LWPZHF8tKIdkOA5QtkEKybiWCSEyRcRPwPhFczLGsD7wvn+LEhaPIrqaRBdc6i0gBLSVlZSHk+DYTSGIiIjFAkjmWlSpxVtwhvf06UYAOcObsBTbK0zTD8ywdOkbVbYJUjMUSR1rLekyE6Gl9Pm+dXMJoxbqQKJ40lgWtqvm5sItYdoEvKB4r4XH48GHqup4nPADatuXIkSOf2Y79pPGo2cbZTbd3EZgJ2sX9I4Tzdq69M417M81K5ha8nAkNSJkfwOHR2e/Htcjbu/8uROq2o2kcSkucN3Q+kGJCqazIncXeFKOhoe1mGfVdL/TGRbquw/lITNkNoLAFy0NL3eX3T9oW1zpal1sjjVQILbNIlMzq+sYUkCJNG2n77502CREgxDwz38lArCGEgJRZlA6fEyJJw2ZnWT/9As27l+bCesNzF7i2Y6ijpwCig9B1SKVZHhqkTLQuoBqBSzWFUgyqAtflmVCt82y5iBKbEuOk8WKI6HK11WpFjBKhc7thtuXd/1CW0qfzH3/YOf5RYbEYLPB5xscJkj0Ox8IsEN5/3/04eDam2AfHzMUz287RdK5vAdcP5VmlBGVh8SEL/+2K7MG4djRdOw/clZQUtqAw+f2dc0ymDdMuoPp1pTIGKRTZiSQPiws7whiDdwHnPd7BUpGY3r+fO0KSoHUO/+5lRs8f4tbEcrgcYOsxqwOQShHrbVoGbHaWLuZg3CrB1MFm5/kvNzRGrbM0UqwMG7RSCAJtG4k+ooqQhabLAY6C4BORxObgLMPqMCZOcXrI7cbSdQlEFtcDNRcinDsu9Md8dr5mDzQ/DBY8u8BPAxax7GcTyxbWIkRiWodsHes8dZNIDhocQsh5LHutU0g56vVDAtYkkoZCQhtC1gkRkhSyu59VijoGCuBMCWr7JnY0QBnLztYO46uXGL64zuYkMfC32bz5BtFn7j96+gIPyjO4ILEq4VPEBwgxx7JyEcsu8FOKx4oafuVXfoVf+7Vf46//9b/OsWPHuHXrFv/qX/0rfuVXfoU/+qM/mm/3ne985zPb0R83HkXSs4xnriruvwGlfLSN4UHMWpXp9aJnG8m5pdaj9+1xLfLaztH5bA+1OW4JPiCVQMmWparsM9o5kx+iwMeOBzs1RgmEyLoUUuTM+biOTKYtG+MWUrYyK23DylK24NqetjRtoHORzkUKpTBFbvGLWuKbyKT1GARJwHjq6ULorSOzTSwIgk8kkainLWVlKY0ihZxwkBKMVDwQkXv2MEef/nmK2JDsgDfuJjYnLZs7DSBoQ6QqJNutYTQoUOQFuTQBU0pSSBxa9ggpcC7NfcN99EjRP3RFQZypZitJTCl7u0uFUWmf5dbDztmi1W6BBT4eD+PZGGO2kd2j2j/Dk3Bs3v6z5FnonM/VTWDSOCaNg5joQoeSPJRnW+9JcZK1iVTmWasFm5OG+xsN48ZRtx4SLA0M1kwprMIoxea4pWn83IJ2WBmslfgY8FaxudPhukA9Kjhx9Dm233wNFxwBwaFzz/Hh1asE73EuoJykbQOr7TZHQk196QpewrppMKtHub/Z4H3g+PmL3C9P41zgw/EUFyOTicvHUMLK1HK/NIxKy7T1aCkoS4WxEpFgbZR1RpxPpBSprGaMQcoVfNNbWyqJVfmBIqRIRKCFQJByt8eeFvy9WHDsAgt8PBax7GcXyxpr2J60TFtHDNn1z4eYx4AeI5aNIuZEsQQtE8YIJtPApOnY3GkojOLbowfUb/8JrUgorahOv8T21OG3tpGl487b36e0sheBhebt16gurrPT6UUsu8ACe/BYCY9//a//NQC/+7u/+5HXZ78TQvD7v//7P+Ld+8nhYSSdRXlya62PCRFzJhl2bQy79PGzwVrJXjhN4rQAn7cR9K3cva3Wx5HKo8hnlgl3wWdNi5SIMdK0jq4LeO/xMb+vqR2F1YS+e6FxgWnjSAlGlcX0BJgIbG3XEGF76tlqHUIKSi2pCs1k6igKRdtl4app6wgxMEmCFWFwLi9oXRuY+ggpoWUOaqdNdhmIKdGFSAyRstQkYNpE2q5harMQ37QRlIVGkNsMY4jcigalLdIJpPI4EdFWUjcOKxUpZueCaeuxSdISGLeeqlOIJBFIRgNJ53NQrUUiCknnI6JXplaiF0Lsz7vs51uLXoAKcsAgDlwwH9dC+rjn80nwsHbOBRb4vOMgz84E5EzvBvBpOBZ+eJ7de0/ORFD3/i7EROMcLuTOh84HmtbRto4UYdoFID2UZ8fTjtYH1peqbJcrBVolxtNAXXuazrHVOWTMgpvD0iBFtkGcdIG28bQ+t0D7EBgNNE0rOFY5ll3WIrq/5bmTVlk//W2kG1NT8PpYYLs38J1HS0nTeIwtWB8q6st/hpBZmLC5f4tu4zZL577B1oMHqFuXOP98hR1W7CyV3NmaolWijYmRUtStRxoBLXgXmaZE63OwrUVuma76DhWkQIdAiLmNHCVQJp/XGccqkUcftQKt5Xxs6Yfh2IPn9NPw7IJjF/giYhHL9g/zIrK1PSUF2Jo6tlv/w8WyJEotaX1i2uZEd0yJtosgE0XxeLFsYRJVkRMWKQoKq3B1RBnJ+UOJnRtvofNMIiFEJtdfY/ns1/kgaAaTHVLrISmMEYQAMiVss0NIhxax7AIL7MFjXU3//t//+896Pz53ONhuF2czjH02e2bPdXB2/JNmg5WUVFbT+cjKUOJCIoaAVLm9bL8000fxceSTEkzqDhdyu6L3ibbr8CHiQ2CndqQkkECjBMolCiW5/WDMpM0Z3xgiS5WhLA2T2pFiYtI6YkxsjBuaNmK1ZHXJ0lQWoySlkzRdFtML3hOkoFCaSRvRApo2W7ZOm64XiYoU1lC7QGUFrU/o/vWm8ZQDjVYp2zx6wdQ5pJJ0REolSTIQkiRiKZAUStGGhEg54K67SKEEa6Xh2fVEJcY4NeTNu7nSOHWJQCROI95J0AoRBJ3NYnfDSiNEym3qPuBImH7mUSnZBwqzY556lwRB5+Jcf+BRLaQHr4e69fiwa7X2SUH7wzCedrg9wgadiowG9ok+Y4EFfhLYy7OxD3LlPFD+dBw7+9xPy7OfFODNeLZx/bx2DLgu38dNF2i63J3hfXo4z/pI23p2xh1Ga2rnqKzBucC9zSmNj9SN59DIEkKBi5mXrVZsTzs0MPGeyhp2Gk9ZKs6r20yuXMEFTwiJp55+iVfHh7jZdRAtUuX14DtnXmTzrUvElLBlwZnzZ+jeu4K//z5SCpaOHKHTEREjhWyRcoK7c5duaQVxb4fnjz/Hdr3ExnbCSmhcpCgVXevBgO+1QlJw5D4NidyJdFoREGghcW2kKPPIj0z5YSYFCCkhiNjC9Oc7XwM/LMfCD8+zC45d4IuKRSxrqBtPjJFxk2PZ++OGps6ue08ayyolODFw2FjTiZL3O82RJctfOt8hJhuk4SH+v+8o3rvf/FCxbPAR5Vq2W8lzz30Vmk1ikozv3cYsH+LqvcS5tQJDIjlPDIIkckdLCAU7024Ryy6wwB4s0mcHsJfgrVHzbKOQAvsRwp8pBT9auOdhsEZlq9MERYqEsJ8UHkYoM6Vp53dnvg9u60LIFUeyrkXoW8Mj2S7L+RxsKwmlyMHmeNpxf9uhBNmCzOW2waWBZdI4qkrTeUfjcjDftQkfE0XjSSSslAir2WmzonPdtzQ7FRgVCpeyhWIAmibg+oca3yV0Slx/0CHIwkxrhaZTiTjxTJssRNg0jqFWdD6gXMT3x6QzitZHRtFQ42g7z3TqUUJkwSeV+NrKJjtvXmYcIqXRvHzyAn+8ucykblESauUYDzXDyoIHGxQh5JlKaxRW5e6TlATahGy1JdJcQG82G7r/PKW5n/tBHGwtrVtH0+32jc6s1h4VtD8Mnff7FgjIc66d94vs+AKfWzyMZ0Pcb38In55j4cl59nE4Fpjz7IxjfYAkJBHXWxrGfE+mh/OsD5G69UzaDlsoJAIsPNiqqbtAQuBd4t64YzhSbE8CWghc52nqQBMDGujayKGViuOFZ+fN1wgx0XWemGDzndc4fubn+P79wKAQfHC3xSrBB8tDzl94BZQiqIJ3X/1DVg6vY2fVv9QR221clMhmE9Nu0EpBFyRN2xGuXuLMqZ9lc0uxMe5YG8CDbU9pNXISGFWaycSRZLYfH5SKqXasrFgIYIzGWIWNkqFOSJ0rwi2eqjRIaRB7nGmAXufk03Es/PA8u+DYBb6IWMSyu7Fs03lsoeaxbNeFvhsNCvP4sWyMiRcH99l++zUaHxBK8q0LX+OZ4ZiN3/ufIThQhv/xO/8T/590nvfv158+lkUQ7IBjh4dsvP0qVuXExfK5r3JpusadBy0PtuBnjzxH/d7rdBoKayhOPsfbG5G2axex7AIL7MHiKtqDgxnnEDyqb2dOMeFinCtUz/CkvtIHW6V9IDuKzH+f/dBngnUhRtou0LqQ3xvzHN9MaXrmmQ55YVhiTGwnYIdEVRKipKKgKxuWgsHHSEoRKQVaKZLMf5NIiSQTyUWIeR59UCrOrSTsyLHlNZecJqXA0EpeOCpZ1i2pGnD9PhRWcLwMlMmRigFaCQZiTDQD3t1QrBcNwtZ4VfL6HRAycnfH9RrPiRQiDyaOlSVDCAJBRCKwUhAAqwVC5Yx+thMDqyUxRspC0wXFoDJs7rSsjTQXjkqmN66gUkJqSSQyee81Xnz6F/iz93p5LpmQBiZNx6i0aCHydnWHiAW2lBijKUqTRUtDpOkSMSRCaXubMTBqV1wvpUT2gPnohbH3WnmYkJjz+dqYnfvHwcNEHD/u9QUW+EnjUTwryNXHmf3hDE/KsfBkPAs8NsdCvrcEucVYSfABlMo86wctKelezLQXRD7IsypCk+et2zZQFirbcBuJ6znGFhKroXOQiNhCZs2QGIghkYyECM47dGxwIuFcyLPZMSFdRMeG4dBw90HHqNB8++g29VuXuUaitJKnX7rIHS/YvLfJmbMvoTau0dy9Sbl2FDM6Rnv3JnG6ydpX/yI3b22gtSB0kVI0GKs5vGRwwFAKSIKylIQYMCbSRkFV9DP9MtF5h0AzVAKFoGsDuMTyqO/m0NnOsTSqH2uKWK2xRiGl+FQcO7sO9l1rMfXaBQKjFxy7wJcTX4ZYVoo0TywrucuxnyaWNVrgXMx2qW0e6UuFQInMlzGBLKB2eRylnvisQSIESkHjA0ZLTi4Htt95jdb5nLx2gRM7r9Hc287JDoDg2Pij/xe//Et/j9+9E3+oWLbUAjG+S0iJusvb+3u3cYefp7CJtk3813tLvHzu5xjZjomouDot0CrH0ItYdoEFdrFIePQ4eNPGmKt0XciZTylzQF53Yf5zZdVj38zwaPvF+e/3+KFLAc51CAFbk5bOJUS/AEg6hpVF9XZ92ZYrIe+9Sf32a3Mf1ENnL7IxOIOSmrIQbOiWpvX4Xi0/pYQweQ6zVIoCSTTgRWJpWfOiucf03ct4HygR/MKpC7xWr/HKyhb1tSugEkTBV55+mRQj9XuvU1rL6WMVWlVsN4mte1P+/MkjvHX5bVyXOzB+8fzLvN0e4Zm1GhNbalnwzkZiZ+ywQ4NowfWHaSAV1lpa71gqTU6QKIghUSqFNJLSSlwX0ZWh1AIpE2tFTehFplJKpAQpRQo6Sq3zTGgShFZgtWZYarRSIPoKLYHawcgklBC0ztO6iCAvytZ0DErdz6/K+TnTSiFFFoWaBRj5XO+fZc3uMrvwIeRKccoth4Kwrx3wUXONj7r8FrpSC3we8Uk8G2K2OXQ+YrR6Yo6FJ+NZHwICmLb+MTg2V7Ja5/Axf57RsheBixTGUJWSB1LgQqDrZk4I+3nWJkltAlILUsjifi54vEsEH1kuDb6f77alJLlE20ZEEkgEywNDYRTbriPqhBODPrL0iJRQIqGMJtgBVgkqk3jphKK7/jpSQ4yCIGDnvbc4fvIwd27e4da9Kc8++3XS/WuElRNMOsHw1Ao029StJ/j8wGSNpCtGHF9V1J2DKIgiO9aElMXx2iQpyA86Yx/QAZqpYH3NMBoafEz4RhBVPk4RwXKliCGxOWlASELIlcHCSkaloSgy5z0Jx8J+np1xbP8TVot9+iwLjl3gy4AvfiwLrfO9yDHZHcqo3kr1yWPZYqDoao+QkbYNiAQxJYYjRaEkMgpUIZiMA0pGUkisDEu0UrTR0fmAQOAjFGpKEwJa5ljNGoXsJhAPKLwGh5w+oNQrP1Qsu2waNnzF0uGzyODwQnO7FpSpw4gBQmetqEu3I4Oyyja5y2CtQvpFLLvAAnuxSHj0ONiilYCmc4S+egchV6+0QkmRK5F9qyDsz3bPPm/v3OOjKk06ZdJxIRFjDvhnysohzsTwAkIIfEjUXUeMAikkRaHJ+WFDmGxQX78MKQsnSRLNe1dYu3CUqRpitaW0iRRSn/3NrdVSGUgwnnhCElijKWzi/Iqgef0KKWZiFDExvXGZn/vaL3D3B5cQMRBasGXJMTOF6QaT40dYLwLjS/8HIkX0oac4deYi91/9I1aqdT6YBLSQTD94i599TvDWD14lxEAhJd84fZE/3BlQbzV4kWfCjZZMTD4u2koQiZPLgTK1TKLlXjDQBkqjMFYxrT1NlxgMDdFqdC92BzlLrJSCwRLV0OF9ojQaIxSegJU6Z/1NwiidKwpa5tZL53IVIGT72hATncsVAKMVrndpUDILC87UrpXKNm4Pm38VYr+v/CwQ1/1c5d72zvG0Y9r6uZr6oNida7Ra06m4rxXQKLloAVzgc4lP4tm6dZASgypXnZ6EY2fbPC7PppQtB9vOUzf5gT7EvD++ryyWpZlzbN3m8TyBhJQDTakUWiQEGiHBKENVJmTrECk+lGdjEiijUB6kFjRtpKxyIF+7QNPlTg2jHc0E6jYhlcAagUsJKyKTxiMjtDFw5W7kxaPPka5fpvOJJATDkxf545ueooCpD+jYEJxHiKwtYqTk7rbjzMlDxA/v0LQtm9tT5KTlzuYtnMtaTcfKjmQlMSaUUJSnX+DdHUMTA5Utcpu0SLRdoFQShKQwniCgaTpGWlMYjZFATCgUSidUJXsh1twr0zQOLQUhCiCAELl668AZEF0vvvcEHAu7PAtxT7JjJkQrFhy7wJcOX/RYtm79vKofYkIrEEJS6uxm8qSxrJQSoWHiOmQSqCTRKuGbCDohU6KbgLEaREIJUMEjtWAycVgl2WlbDIJNpSnISQMtJEkkkh0i2gMJD2mI1RrbbfvQWLYLuctFRZm73YzCxvSRWLZTQwqp2W4DiQISKC3wxYiVZUMXAm3rsUphhMIFj1SKQipYxLILLLAPj7yS4mP2ER20s/qi4qNuAZG2S2g9m9uO1E1geajmM+az+TLSrrCP86FvUZspXucs8N5FqPOh9wv3gMgLjYAQQk8qst8m4H3EhdRnTcP8cxIJqwVSSloXMPUOpITRORNNAi2hki2dWiLEnBggWToXMEYghCGGwLAaMq5apl2gLCTOJVbkJq40IDRdFxBS4GNgSUzYEIkoBMoYzh4fEq/+MbEeUw5WUIcOIbUhdDUqeCZXX2W4fpQwbpEyC1udOrzC9Or3KYRkHCL4SPPuD/jK8z/Pd9/tiL3I0lJhOX8IStGgqxErYovp9cvImFhWiuNnLvC+OIboj6GSsLpiMFISjOHws19h591LWf06wfD8RT5QQ46vOsZNYFBolM5Bt9E5ADdeIq3ESEHnI87Tt06CVrm9MSayjZhivuDmdsD9FUMp5EccHmaYCYmhsyhfbo8XlHb3lkwpZ8N36pa2m11AkRAD1u4uBKOBXShbL/CFwMfxrOvnuoG+HVY+EcfO3jfDJ/Esgj6Jkd1WVALnPT7k+zGkhBQJKVVuww67on9loXAhJwWqQqGVZDx1aBWojCL1Gh4P49lJE1hZstm+1gV8zLPUnYusDC1tCIzHLeM6z7GnFFFKYa0gBcG0DpRGMHURGwW3t6bc2xzy8pnvoPyUrWB4e0MhNdy+7zgy1Gx7QQFEn4X6spOA4J1mjfbkz7IkHdfVgGMnjxGvXuqtExX1qa/iqsOopQneDrhVa5aXJWvC9COAgsZFWhPmdotKFXif2FSZ24aVxZq+UliI/NCh8t/sfMS7PGKirUDpnmD7JMWMn/Pniifi2HxtZJ7VSmL1rljjjGcXHLvAlw1f9Fh2xrNVoWh9ICVBWUgGhWHauCeOZdsukIaSQ7FgZ+LyiErwtLXP3YQu4lOkVDkBLskFsrp1FErS+ERqIw9qz7jWfOfMRfzVS3QuMLKK90cXee74lPr9N/NYizSs/vz/xP/j1ci09kgBVmqCSzQxMqwU3kSsNdgkKUcWEXPHycFYtpGKEy98lfHVSzkxoRTl6Re5EUccPyxp6sDO1FEWGqVAqzIfdwUmLGLZBRbYi0deTRcvXvyIPdFezKpjV65c+Ux27MeNg0rW0JPCTDgtZoGkg3A+P5wDc5cByJnpmRhQiHG+CM0yqq1LNG3I6skh5gysT/3cc56zzIuUQojcPhhCylUxk8lopoKdUoJiREjkxaKXqEgIoh2QYia2stQYI3Eu0nmHDxBRKGB1qWRNCrQQTBpPqVcwlYGU5x69j6Qk6MwKSAUpcPTYGvX176NGA5JQyOipb1ymOvY0k/ffyiJTCYxMdEIjRUAZiSLghMIRWR6abFcYIm1bY43BWE2pBd86vM30+iUEiaMrhtHqCp1WFCL/zf7mG5y+eIztoHIVVEtWlgqMkUgEjTjP+jdPQDcGO6LVy5xWknqto2tDtuBCURYqz3IGz6QOKKvx3mOMxCjJUmmoXT5vMeTzLcgzq7LPbs9bRffcM580EztTQZdSo338SPJQ9KrgbZf6sZxZRRqaLrJnPVksDAt8IfBxPBtc6LfZ/57H5Vgl5RPxbIoxc2o/L55SonNxzrGFUXnsbU83iPOBzqd52VPoXMlyPoLIgoBVqVFKPJJnl0cR77NuSBbjywH//Z2OtpV0LkFfhdRS0okISZBiFha1fadDjAFbKc6vCpSb4MUIUw4YTse8cGTE2/cjKwNFEIItp/nKiz/DUnMbUmTp0BpeVbwxhnceRBQGKT23l9c49/wvUCWHKEZc25FYIZH6EKnLQWhVKJYH2dUAkXAxVy4TWQzRFpqUElvjBtFXBaXIlb5RCXWX//7c3eIoDIwKg1SCce1yVTDlUZ/ZHLjWCi15Yo6FvnItEkJoBPuLNAuOXeDLhi96LLufZ8mxbJyJaD55LJs7BhIhaEqrs3j+GITIPC6kROmY9yFlXkoJKq2ZBoeUCe9zYmZr4vjPaolnz/4cBS2uHPAHHwReW1rjr/7y30OMHxCqVf7n1yLv3Z+yNDCIlJAqIUJCG4lWYJQGAYeWinkHTFUahoX8SCxby3OsvHIM0U1wumKcBpwxlsJIus73zjO7sWz0AURg2sRFLLvAAnvwyCvr93//93+c+/G5wF4bLsSuL3UChFDZBmuPqnReFLKwkZRyn57xLNOZ/z+z+0q0Ls+35Q6aXD30IWdZSamfXVbQt/sWRhJj3maWgS2MQvfZVCXz7GOXljAnX6S9eqkXipIMT77AVhgwqTs6lxcqoxWFzaMePnoKlbPwKUWMkCijKBJM/JCjT7/M9PplEg4pNOWZ57ly3/L0cy+zffUSpYx4Et6MEHaI9lO8j1RlxfILX6epO5LUlKcvcu+/fK8/MhJ15CwbtzfwISHJLZDaGjozxNhIivD0Icn4+iVSzA8gIrRMr77K2tlXmDzYxKcEREw9Jup1jMlErZSisoYQcgt0IwyoZeiP21JlYGjZmrQ0XcCHhJIwKA0pWRJdntlMEkmiLCyDgaWIka1xv/4KgRQwKHNL6Ez8blY9hIfPkz8MM2V0waM877Oi+e7vZsrmCyWnBb6YeBTPgsqBsJRznn0SjoXdYP9xeDbb34KUudLZuCwat5djIQeCRufgunGRtvMkQAuJEjnxEXxg2vk+0Ne5nVeIfv0IHNEtytUEXVGnAY0EhCCGBCKhpeDwiuDBhiPYgIuKqtLUrWdoFEkJtJZ0bRYwjSK3c3/r0A7j65eQQnP2+IiwdYdr2xprNd84d4E/ur3EpA3EBG4Q8eMHrMsp6a1LjE69yMmNmpUjz/Jf7y8ThWBj0tI6w6HhEN1J6ja3vkcHyJyMkkIge6FRpSSWRP9MAUBpFWujkpWBZVw7Oh9pXaQqJEtDi9aBjZ2Wrg0ooVBaUFUGYxRIQQi5bT5XFQVGZY0B+HQcC30QnRYcu8BPB77IseyjeDYkqJsnj2VFl4t2MYZeSBrqTlFawVMnJHQTpj7ryLkA2goqbajbDqEFoU8EKSUYGMnZYaRILTUVD6aKceO4tz3m2h1onAVqtM4jMilCmvM8EKBLkdAmtFIEH2lTgiRom9wd+LBYdiqXENUSpNypV9gcy9qVivtbNdM2dyamBMOhQckSxCKWXWCBvXhkwuPkyZM/zv343GB2Y2slCT7h9ryuhN9tC/QBKfP8YedDFm2SezOi+7OjOfuZ28iMFpAEMe5xIiBXsYwRc6sorSRKgTUlSnU5+ywFVst5q2EexZDUXcuWPsng2TWUm6CqEfflErLN8+iT3ka20BFrs9e2EIJp52kbl2f/pGB9dcCwLAkqck+conx2GdNOkWbAuxvQBMcPttc4efY7MHSodsxGDUhYLYeMToxQ66d58Op/hujRaye4/iDQPf3zlKHGqwF/8L7gK2cu4q9exrmANZrlcy9xddNQmkBZGZbNhKSy3aNAEIRCp4TC06Xe8tFoUjGkqyOjoUYpjfOepu1FtKSmshrIi3tVmEy+CkapwOp8bKTMM6VKJMpCYjSQZPaT1wotBdZYlJDzZNJekS2rFTHFXYVxkR8KnsSS61Ge90YrIOUMfn/OZov9Agt8UfEwni1tvr9iyqr1n4ZjU8qBqTUCHz6eZ5VU84qm1pLCBZyL+zhWkO/NGcc2jestZxPKKloviKlDypysGdeOzgUGlUakxLppKMfv0dy7x9b9LbxzDM5doB6dwxpFE7usg4HuRUET0ksG0VC7jlIpvJAcWi0JLlGsaFyXSASePSloblxBCTh6dI3m+p8BiROrp9moE82N17l45mf50+uRM6t527UVQdq+TWwmNG/9MesnX6J68H1eeeovcPlOzMcQcDHStZHV0nBqySO6KcEM2EklSkmazvfCfQGpFaPKzpNIVWFQSrA8KkhCUjhH2c/Sdy6hJQysJFmJlmCszU4PUrI6LIHdBJYxiqpQC45dYIEnxBc5ln04z366WLZQWfOocS4nWaxkZag4Le+x/c5rBB8YCMUvPP8yb+4cxomEitB0noGRvHBIoHyNGgwZtFtsvvMqSkRWjeHk2Qt8b3mFjW1H3UUigtVSoU3ucisrg3MeBESfkChEn/uQWjCOHpFgubBoI+m6J4tlEYmlYZFHQl3WR4mJPsGxiGUXWGAvHpnw+Af/4B/wW7/1WwD8xm/8xiPHW/7RP/pHn82efQ4wGljqzhFCVqCulsrsFd23bM3mH0Pf7qf6VuOD2dEQdtsLZW/yZIzGBZfFNGXfdpsSVvcP5RJkiCiVFyHd2zYarRAkrNHzc9J0gWkT2B7XbMSENSvYziKEz7PTMe9H2wWmIdJ6ifOeydTxYLth0jimjQdgfbXl3PERRmke7DS0LThfgciBcOey1dXlSeLmcslXjrxId+MKhMi9WlJc+Ca3brxJHBzDodjaEbjtS1TP/AJv3BvMkwtXuiOce/EXMe2EYIdcGktGlaYsAktViawEprQ4Fwgpst0Kjq8dB2VJIQssFWcucH2icSFgGkFVKUKESfQsDTRKSjofWR6W83MFeT7TaonVBc4Hpq3Lc6jkeU4h87yiVHlBRuSgQCkxX1C0ErktD3qBrvzZWdGbvNCwX1/gk/CwBSVF8iykyHONRguWKotRi0VigS8H9vJsWZQoKX4ojoVsa5hnz8XH8mzedja3rJCI3iI3t2Dn75Rzjp1M62yZagwuKHz0YBWGtMuzzqMUrDfv0d34PvXtq/iYKE9f5MbGlLvf/x724hIPuoosJSIIsaXzEaMlGslW6wkBpAErJdvTGqk19KJ3ShmWzQ5ezOwEA753RtEyoLRBCkGhA08dHbBut8HAsg2kdpqDzRRRIuK37nLimYbXVZFnxLVCCEUhJeftXaYz8WohOfHsRbbK87Q+Me0CldVEB04Hlqpit22+PxWVVWAVTecZ164/TwEX80OOULuuAKn/Vwj6pJean58Fxy6wwKfHFy2WfRjPph8ilt2adDStz9pFInFyKTB+6xLe5S4SoyPTq69x9PzP8+6mQEVYXSl40d5jev0y3nsODxXDlRXCqMC5DiWh++ANLjzzC7yuJNOpyyN4SrA+HGTNu6pkp6uR/RrSxYCO+dhWUhCcpNKSkBL0+iZPGssqKRhVFmf6WLZdxLILLPAwPDLhcerUqfn/z549+2PZmc8bOhcg9bOPKf+slCRK8t3bw84CY5XFlWBX2Tp/zu62Usp5RlMNDC5EtJQUJmdglRK7mdFC03mPioJRafLnMsug59ZfyHOTdzYn3H7QAAIhPMsDx/pqSYwQYs6wB61IvTd35wIPths2Jg3bWw5jJFpKdrY9b4dNlkuLkBofsk1kF7MwVYhQasPEOTa2O/5bu8yz576DclNSNeJWU9NtNWhZkAQgI7jIkI5CVbgu5ox1ENwcG5CrMIZCCEaVISWNHWg224qnz76UR2eEJgpoTn2VqT2MGYzpVMWHU0OQnkLr7F4QAi4mlirbz396EJJBOXNqyYt7Vcj5sZMyzzZ6lefmq0rTdR6tBZVVvcp0ZFDm9zRdfmMOCvKiAAmr84z6zIpN9d+1V1/gSTGztBxWBmvlXMipLMxjza4vsMAXAQd5NoQ+YPqUHJsh5i4ESvJInrUm39+di2gpkFbPW7+V2m3lfRjHrgw966slKUlcDL2jgAQpWFM12+9cokxNFuyLkeadV1k78zPc+fAu3c6Ydzc7DlUlo6Gl7QJdyE4nIWZLwOfWBSJMaEXJtQ2ZbQwTnFuNjETDqKqYDId0TQPSIKRESAjCQBQoo0l2iNWC4coay1uWgW5xKge6SAWyH0sxlqoyCC8YlhqpJCeGjvrGWxxaX0PEjqQs9ftvM3rxKF0a5BlsF5Ai0XWCzsR5x4xS+4NeoxVa+T6wlqgiV/sGpSL289xVoRYcu8ACnwG+yLHsjGdDSPjw5LHsSmnRxvQOIok2BJLewbmAloouhl67KWFDTdcWDIeGpwae+p3LaLJAv6Gjvv4aR85+nTu37kHKeijW1wyKEaU1uDqiDIwqA+RYlmlB8IkoEitVSRc9AlBCo0TEpYgKEmRYxLILLPAZ4pEJj1//9V+f///v/t2/+2PZmc8TDlpvAdSdR0tBIlcglUy7hC9n7Xv7ycCHg4F4Dv4SESsMJQmj1EPtFX3oW7QfQjB7TXR2ph3jSba+iin/bmviWVvOQkY+xPkMog/QtoHGRbYmNZtjT906ShRJCO5v1VRjwdawYKWoKCtNTIngY1Z4FgLvI94lEompELx5T+B9gVGBZw9btJBICUIJkhMoLdlOinHbZucCrUgy0jmB6MWlBpVG923mg9Kw7QPvuCMcOv/zFKLFy4rXJ4owFcRQZZElmR0H6hiyhaGElASTaYdQilgkJJHN8YRBUfbnKaCE6dvu0rytb1DmLHeuaOi5pRb07ZZKIYhzpf8815rFClPK+gNyD3Pvn4H95OvtYZg5VSiZAAV9IlyKh18TCyzwRcNBnu18yBao80rjp+NYYM6HSsmP5dkY2SdmOft31vkBH+VYKQRbU8fqkkEVhq7LfK0UeZa8m9A5h1aakBI+JGKImOhwCbancO/ehGbkORaGeRY9QEtEa8HLS/eZvHuZELKV99fOXeRaOMrT+g7NO1foBDwQgmdeeJYPrr/Pxv1Njp17Gb95m9uTiNKK6uwLvDVWEAMDv8VgZZnuwXXsaIUw3caefYmtu3cZnHuZ236AjAFpBCk7tlKmhvVlQ3PtTyFGkpSsnHuZSTuh7jRFypVZKTMHxhQorUXJ/JBTWTE/jyklSqvRKvSihNmZRQiBEnk7o/SCYxdY4EeML3Isu5dnrcpJi6xv8WSx7NpgRFnkB/7gI1NRoFWOZWMASEijaCiJMdJMPaasCSFijEIoQZTZojzFji54hBCUhcGbgm4zO88IKRgURS/GmmPZ6ANNymM2QmQh6tQ7EcaQv79JUMpFLLvAAp8lHlsOt+s6rl69ysbGRn+DZHznO9/5THbsJ42DN/Ys45n6Vr9561+f/XyUsM/B7GXdBbq2IyTZz5lDYTxKSwqt8DESQ8LHbA0VE3PV5JmysZLZpm+W2Q3Bo3VWqY4h4VPMLWxGMBqUdLHOGeWkCDHQtY6daZutuDTUIlsdphgYDg1SSYKAzWnDqjRIrTFaELyibhyqnyNUUlBosDrbXpEk7+9oLpy5iPvgCqXIFdOlp17ktbZiqQxECVZl5X9rJS5mX/FBofMMp4LCaDTZXWCzU2yrAW3nCTEHyVYrfAhYJVFKIBPs1BGtIIqAC5GBFUih0QJSyDOIs3lSF2K2wjI5MTOrSnY+r7zKyv4YC5TKM6r5XGZBrxjj/MSK/iTHvDrvnvePuQb2X1cfnXU8+D6jFWomOEYWrFpggS8D9vLs3qqS7NupPw3HQubZcd31Anl8LM/O3QVkFrf7JI4lpX6/BVYLSmtIOAIRK3W28E4DQkg8aCNry4cJm3ezy1UymBPPc+1BQvR2q/d3atZXCqzVaAkX1x36w5ssHV/n/r0tuq6jfe8KP/PKIW5+9zJKZiE8IRMfvHuNtZe+w92NCbfMkLgKph2TihE3WovWgnPLifqdyzijOHLiAraUiOhwEbQ9TjM6zkZjWa48k9ZDhJgSq8OC+rUriNRzT4yMr1+iPPk12mnuaBlVRa4IppQF+sgjQDEmOh+pilzpnfGs1bk1W9nMo1qrvDbJz45j87X1cJ5dcOwCX3Z8VrHsYHKDON3ElEO6zmGtwTcTTDXExSxU6poGXQ7pMKAHBDWiiGNox1CM8HblY3k2BNCSfbFs9Cm7PonHjGUTbLuGmOQ8lv1gbHj+xIt0772OEAGlFKNzF3hzqoh4SBKnBigl8TFSaU3tFWtrJwi2pDAaoSSjsy/xblOyUoJLufOisr3znxLzWNZowdpAI5Wg7TwuZh26RSy74NkFfnx4rITHd7/7Xf7+3//7dF3HeDxmNBoxmUw4fvz4l9bNZXaDPthu6XyLVoZRZfJCkXJbl5K5a+Jh2fAZ9lqEbU0aJlPH5rShqT0O0AlMoRjabGWohKDznqooGFSa0hpa5zF7srQoSVVYul51vrAFWtVIAUEGpOytr7TB+UBlNCEmfAx8cH+bD+7WbIxbnAssVZLjI8Nm47MYlBCsjPIoTFTZu90aTWEkoxiZKElLoowJaxUygRcBqyW6yOrf77ijnH5mHaU7lBlwc6yJsUPbbFFYKo2WEiMkhRAI289vq9x6l0SkDXnOD5Fn/UbWZHszn91XhJq16QlaB0tWEkkYqXAhIogoUp/9huDzOetiQslAjBqr96tKz86TlLvt8NYoOjf7fQ4OUhLzDPgsYA+xt3STYl+1+OMUrmefu3ut7J+R3HvtPM7nLbDAFw17ebbpapQyjCrbz3yrJ+ZYgK1JQ914tqct40n3WDzb6+MxKHLr78dxrJLQ+oBJYIyhc54Uc6JWyWzDeOlux+Ejz/HgrVfZiIbjq6dZPvsCl8er/OmNmqASh0ZV5hUtKYxkbWg5p++g3v0e4f57SKU4e+Ylbm5O8W2Hcdt5HFBn4Tspc3A6bTvuhXXqztGGBIyQjaKyMNCaUkzwAoiBjbv32NGa5bUVzKGnuN0scWtqiEQGlaEos+CcEpLGTRmsruM275FEQiDQK+tMm5ZCD7JFpUq9G022pY0h0ZE5Viu5x9XhozyrdRYjnSU7PguOhY/n2QXHLvBlx2cRy5Y3/hPd7avYp55HGYmdbqD1ISKB8OAm0lggoiZboC0qGdrJhHJljen9O6TgQQiGZ19CP/Vidi45wLMxRoJMvbDlbizbiYgLTxbLypjjRaEMVoMLgXfbY5x8YZ0qNEQ75OqOwuHmseytqebC+Zdp37sCIh+bcOZbPBCrmOoMXlVc6woSUBqJRSBUIpL6Dje9iGUfcu0seHaBnxQeK+Hx27/92/zar/0af/Nv/k2+9a1v8cd//Mf803/6T6mq6rPev58YlJS8f+cBdzc7AGKqWRpozhxbYdbktauWvP+mPZjptEYxbjqaLtD6wP2tlvubNZPWoaVkZWBZXirye3oRu8JERo3m8ErOzoq+zXBGQJ33ea4uRdaWLE1Xsjl2tB1IGVlZslhtKPwO2k8Q5Yhrm3DvQcPWtIUU8N4xdYbRwHJsxTLekVQDTQwRqSRVYTi8WjK0GqklXcgLyLT1GAGND9StZ7KTCAic71hZKjFScmssGQ4rVJRM25bOB7o2UlWKqevoQm8BKSSHRcFgWTMqDWWhcIm5PaSSkkRidWgxfQW06TxNF8i/EZguYLXCWokU4FyktBrbqy21LlAYvef85ErkDDNV6dxGme0Q92ap96pOz2b+2y7OK8GQ5xy1zgJRwCMz3XuvkYNtpg+bkXyU4vUCC3wZsJdnY0p0bsrakuXciVVi7x7wuBwbYmTaetqeZ29v1I/Fs4NasbZcoWWexbBazuedlRL4GFgeGo4dKtke+ywwBwwHGq0MzgVSShiTZ6jvjSd8eK/hynbFM6e/heymvGMHbNy2RCNYGhm0zcGlJivjr6+WnFuJuCtvUFiDtoaUIu7mFY6efoVbt+9Ss0xC4l1gUOicgFAKUY7QjaDtEk3rcsJbBnbayHbjWDEWkRJlymuIVjDZ2sKe+hkejBNVKQjAQEsGVRaNVUpQSUVbHMIeGSCiI0hDHQtUtcRy0CByQsoogY+SEBLYWfKCviNx95x9Es/+qDl29pmfxLMLjl3gy4wfdSwrN6/SvH+FWC4hmk3u/e//dwgOlGHl5/9PbG9tsjwcsvEn/5YZ2S5/85cYHn6Kre/9e8pnvoGbbAPQvH+F4eoxZLH6kVjWuTyaMePZrDuSnZu2xvXjx7JSMhwYVlYKRjZbX7c+d0Fsu0ghRzRNIERPO96NZc2S5IY/xvFn1ylUS7RDXr+fuDvpcM4yqCQyOVoXMFaSgmCp0gwrw+qwyCL8omZ5aULQAx50JS7GRSy74NkFfkJ4rITHtWvX+NVf/dV9r/3tv/23+Yt/8S/yt/7W3/pMduwnjbvbNVuTgFG5tZoE25OOrUnLyrAA9rd6zfCoTGcICZKg61oebLVZKK+NCJu4s1kzLAzbjWdp2HukAxNgWDRYaxkUak4Qzgd8EKS++iil4PihZUrT4oJDCMWgUJgH7zC+egkvQCrJ2tp5utYSkwApUUIyrTvcyKCTYjQoeLDVQAKlNXoF6ja311mR/brL0iBl4vb9CWPnGW87ilJBCqgk2Nya0o4spTIwIYv14Yk6orSgbltiSOhSE0TEE7jZOI6HJaZFgAijZUFqofM5eaMM+KLFGghBIImQIkIpRExoI4ghoEQ/ryhy9dB7D2QxwkgmYIGgsPIjytC75CvnpPwogSarNaT959lo9dgK1vDoWciHvb5YGBb4smIvz8YEPgi2Jm7Os0/CsbNRipQETdM8Ps+myMBIZFWgpZ5XoNou4MNuMHdoecigjATvEFJjjWBn0s3bh4VIaAXjacd47Ji2iVdvRbpa0cUpJ48IKm0ZDgrubUyJEbTWHFoG7xKiq4FElwyjtSN0D+7iOo8KHUeffpEHjePUhQt8+MZlJq3DVIby1AvcuKcQyfOzJxNrskVrSdt5djrNjljiUBU49s2voJIjREHTgS+WiGGLb4wcDZqNOOSBM3jfogtLCIkJJcunX2Ry7QpJaHwQDE6/wFYcUBhFJPOVD578U7ZiDDFhlJh3duzF4/Lsj4Jj4fF5dsGxC3xZ8aOOZcV0g/raaxz5H/4v3PtffxcRs9OJCI7NP/x/cvRX/q/c+X//33q9i4BQhq0/+T3Wf/lvE4NHhm7uyhJDxE93qNPwobGs0XYfz+qU49BJ7dkZe6xWXDxleKoUQGS0Yli1ARsTYx95/b7kyr2sr1G3ES0VVmcXroFVWCW5u/Hxsex2Z6hkdl2ZxbJSC2qXNem0UQQiTkSaaUPBMkU1ZrW5TZg+IN7eIrjA8XMXeC8dx/sni2WN0YQQiNGjxCKWXWCBT4vHSngsLS0xHo9ZXl7myJEjvP3226yurjKdTj/r/fuJwbXZtVxI2ds1RZRUpOgwupp3WuyfQX90pnN2n0dyS7QPmfClUEgZCGkmlLc7YzfbXuz9uf8OJZl/V7aSSiwNLQKTA/Zmk50blxEkhBSQIs31K5w/9DW2G2g9BAS20EQpCa3AESitARKVMnRNYlt5QLA0ACkk223DTu3YGHcolZX2H2y2IAJJZAGqpo4I2WKkoPEO5xwyBaSRVKVFIHGtp06RRK6ivhUnpAA+JgYDm49blwghYkvN0pJloJusbSLyIqOVwkhBkqn3gu8YVln1f9q1eL/r8x1xDEuNVopEnoN8WJb5YYv87Dzufe2HzVY/ahZyoVi9wE8T9vFsjFitsgBmcFhdPRHHKik/Jc/u2vId5Nm93xVjYlhqrDGEkCuEUkqkyKqnWgtmun4hJYyG5mE8KwLaaIhQaU3nBPfGjtMrBZKsh3Q/DbDLT6FSZOmpp3ntu3+Kb1s2teHkhZe5uS2ZiIpX34dRuc1fObeNnTygXFnF37tFkSJqPOXs0y9Du01qA83Nd2jvf0B55iKDw6eZfnANt7NB2nrA6NgF/PAs72wepvM1hckVy9XBEQ6fW0V3U7ypeGNHMxAtw9LQBU+M2WFBKYVSgZhalgYFQkhiSvjweDwbgkep3W1+FBybz++Tvb7AAl82/KhjWSVz3BcnWxD9/i+LHr91P78u9zw0B0ec7iCkAm2hbefCmskOPzaW3cuzUgp07zRTGME31iest+9Rv/UaaxUsrSxjVg4zee8tRkfP8LPrJ3n+2ZP87x8U7NQekQTDKmuATLrApPGfKpYdDAwvHi8oYkerK67fd0ydZ2gkh4r7xCtvcOfBDZRWDE5f5L3bLfdf/RPCsz/P65vmsWNZKWCn7mi7zFlSSFxsWRnaRSy7wAJPiMdKePylv/SX+A//4T/wV//qX+Wv/bW/xq/+6q+iteaXfumXPuv9+4nBFAao97wigDxjOCOEHBTvksTHZToHhWFsHENbUNrcRTEaKKxS+CQZaEkSitJqElAZhbWKpbLA9PN90GtdSEEiB5MzfSEhBIVRtC6SvMc245xhJ2U9jgiFFaxVASMFtcvicsNCkXyiEQ5rJE8tR8pUIwvFh1NDdAE1tDmDLyIxRZo2z6y3vmOndigpaJzHdYnKSoQViJSoQ2Cy0xFQjNvA0iCyM/EMhwrXeLTMf+tm67OAk8mdKRsftmiZKJc1IiTasSOlwI7okCrPHCqtEApWdEFpFUJJ6mmkcYG2zargw1IzGBiaxgEp2y8mQQgRLcFoTUoOa9S8fe/gIu98ILHb7jfb5tPac81wUHcgv7aYaVzgpwv7eTZzrBCSsijmomqPy7Hw6Xl2MCgoi12ezaJu9FaGOYuhlUSnhA9kp6qQkCLzcCIHo1oGDq9WrK9V3L0/IT6EZ1OCzS1HSgm1LBja/z97fxZrWZqfdYO/d1zDHs4YU0bGkHNGTlV2uWyKLg9tPulDapCtj4tugaAB2eLKF76zwLIBG4OvQFxYcAMSoJZaWKhtjL4Pq3FjFyr82S67XJUZOQ+RQ0VGZEScaQ9rrXfqi3edEyfGiszKqTLXI2Xm2fvss/faa+d+3mf93///eTSh81xajHn4gSdYvHGeZeeYOcHxR5/iuW/8Ge2yIZFo5gveeu7bbD75I1zdnfPgRsXTq3PCy19HbR5jeeUNyvsepr3yNqtnniDsvkecXQUhEdWY8thZcEtm3/xdog+0u9eoTj/JzrsvURzVbIzGRCtQ3ZxYj3hzt+W9mcKoCqWycbbbCcxmnrbfZZyODFLk4k6KitImhAjMm94c8SA9QKP6UaEbC0kR13/Ih/08vleOhYFnBwz4sLVsXD1FcfJRZD1FKAPBHXSICGXQ0418f4rX76/GpGLCyjM/zmLrSn+noDp9jlaN8e7OWjbfn4gp4XykS7A2NTx9qmCy9SqL159lZBKlUbhLrxP2rjE6+xR7z/0BXHgWvX6GH33gq/zPKxu5IC4EUiZCirStw0jJqakjmiXdeskrVxKPbiqeORqxMuB1yeuX51zaFTx/WbDXwV84MWP+/B8RFBglOXf/E3zjvYqySFx54dvcN4moGPFNxL36LdbOfpGLb18iLffY3avuScu2PuK7ROP8gZZ1zgM5Uae0g5YdMOD94J4KHv/gH/yDg5//7t/9uzzzzDPM53N+7Md+7CM7sE8aR6YVs9mSq7u5Oi6l4MjEsjbJviWZPEBG6GKO9VLq9iXN/UVkY6WiLBVdjFzZbRGppAuwPrasTEpiiLiYkICUimmtGFU2i3DRP4/KBnHOR9rO40NerEqrmC0TldU0XSAmSxcSqq8AQybF9fVVzu7B7mhJQmKspOkcKUSeXt1m57VnSTHPDT79wFO84DYJIUfMRhLeJ0KCEAPBJ4wWRN+3SyqBkJIH1gRlbFgmyxud4vIsF1yubCXWJoKt3ZCfwwXKQpANq7OD9OXtjrVasmgjbifhfcRow95yST0yTK2m6yJBQtNEdkctxkhWpxXeR2ojmLUBpQVdMIQQUVqidcR1HklCWcOicUD2CDAuzzyaPqHhMBL7sV033X8HQfB+MMw0Dvi84zDPSinQwHSUefb9cix8MJ4dV5JJXRJTv1OmQEnF7rylaR2+TxCI0SFVojIGazV7y4bF0iGVghhxoUMJw6iqeeS+ESNhb+HZpvG0ZD4u9iNgZUQZzZHSE2XFylN/gW5rifeGd2ZziIn77z+OTB1eFNTKM3v1a/jdxMkjI6ar96POPIa//AZCSHa/+d+YfuH/it+9jJlusNi5nA1CxyugLe27r0PIReYUAosLzzE++0WWruWkeo83n3+RkCJJSB4+fY7/eWWCFRI0VNb0EbM5CtEYTfSJykhMmVuhfXBIaWido+1CH3cZ+iK0OSgq7WOfSm/m2Q+DY2Hg2QGfb3zYWjaVa9hn/jKzK6+z8pWfZud//n8ynyjNyl/837jyxvOs/MhfZecbvwskMCXTL/1lmrWzdGpKcWwP2S2gqFkypvPhjlo2xsS86WhcwEhN6ztIidoa1kYBs5dYaoFVCUGOVS02TtC89SzEgBAKEVvaN77FqTM/ztVF1tJdiASfDaCfLi7Tvv0Kq2tTrEh89Zn7iVdfY/HnzzF5/IvIGFkbGd7pIpsn17jY1bz34p+hVaSWksXSM3v5WdZP/jBT0SHKivsfO4NaniApzcWXX0AkweaxYzCSLFLC2sSKcoxqy/beHlut4eKOI8J1LVtIlm3oj9fgQ+zHXKB1Di0ZtOyAAe8D91Tw+NVf/VV+8Rd/8eD2D/3QDwHwT/7JP7mhGPJhY29vj1/7tV/j61//Or//+7//kb3OYXQ+OypLCQ/ct854vMS1DlOYvHA0HW3niUkyLg+bB+VFQvURX/vYr3TmsRbBqDScO7PJ1rwl+gC9mV7qM8wb5+m6AEKi+7GVzoc8ny6zu3LnA7kNGxrnCSHhQ8KFQFcGJIouVtT3Pc7yzfOQIjEKilOPsOVKbOFYlQXaaoJPdMnzwKYgXniBkYWEJKXI8q1nOX7mK2y1inaRd/d8yPPZyiS8d2idK9SzNjEZKX54c4/t157Fx8hES3741Dn+87JEJlgrNdsLjwTKCialYs97rIKQYNEFRha2m8jUSLabxGoBy+AolMAtYDtE/NKjjUKQiEmQkmJ7d4Eykhg0CJjNOubKsfCGaWUpin7UpfEsu9Cb7amcsb4fCo5Ay+su0vkebtub92G16w0Lw4DPI+7Gs5VVLNruA3FsSrkoPK0Lzp0pvivP+pAwWtJ0PiewiCwoQ7jOsZB5tnUBgSCWuaPN+8SyjYTo+51J2IueURWoi5IHNztk54jFmO/sat5NHisllRSMS4tMiQePSKq45NRqx+LN19GTEiHg9PH7eXU7MNmo2ByfoX33NZI0lKVAW4W297Otljxy7iRi511EUSPqFVRZUdz3CO3FV6EcoScbVEdPEb1n9sa30dpgphs4W0Hb9HGzgSQEVWHZufIePvjcvULAv/Ysjz3wFV67FlgsIv38CiEEhJQ0XWChHWWQbKqKVCQWbaBxia5zGK2Yjku0zL4iUkqq4qbIwv3/3kSqH2ZL9MCzAz5v+Ci1bDryCGZ6lBA7No8+SNh7DzXZpJUVKycSXpas3XcOP9tGjDfYK07iYiJ0HidHqGKcO4O7PDJ9Oy0bqohWCh9gvgwkPIKUY2fpOL0ywuoSbTRSxn72W4IpKR78EmubJ4FI0iWjpmM97rEoHbtMeHcuuW/k2ZjOSDt7rD52P+2l1zG6JL30NezKJuMf+FHS7mXcte/QXX6T9elx0vhBJkce4s03IACzJmI1GGCkGpye8JVHNtj7xn+hxBFT4vQP/C/MU8H2Gy/x5pWrPHl8Ctd2UeNVmlde4dGzj7CXBE+fOcv/eLc60LIp5OjbtumYk7XsyBrWVUGVGLTsgAHvE/dU8PhP/+k/3VDw2Mdv//Zv33PB49d//df5r//1v/LOO+/wn//zf+bRRx8F4PXXX+cXfuEX2N7eZnV1lV//9V/n7NmzQPYO+af/9J/yt//23763d/M9Yrbocmttj05FjkwrIFfCt3aXNC4SYsR7TwielVF58PiUbl/pvHmWDpn6570VY2WhzItV20X2979ijNB7OSspiSm3WBspMCoXKGSUzJeB2oL3nqvxOCtnV1B+zjyWvLJQzOa7bM0cPkasSYzKCt8ERLFkMXcEIsEltBYIIkXXcG0v4VLCucDuvCWExKz1RCJKCAql0Erz4KbIBnchzyU2PtG8cZ6n7vsLPHuxZWfhMQaCkxiRuLrnslGhFYysICbJwjmiB6+gtBIXI00XSRoqC4KEQ7BYegqj6PYcZZnQSWFMojWR5PI4jUTi2oRGEmpPjJrWRYRMpCjQKqJ1JFVQks2wjLrxK5F3J2+eexza9QYM+KC4G89u7S7Zm7vvmWP3Y/juxrPBRpZtoHM+z7GLLPBVjP0In6AqDV3n8CHHBwYEMSWaJiJT/tvOhTwCIxKty75Dm+5trr34LXwIaC049eAzXPYTlotA6zyIyI9szpg9e571qaJ59TL3PfEDXHvjRYrpCrv/v9/j+JEHcvt1bQmXX6csC+zmCZoLr1BvnOFHHn2Qnf/xm6jkMKtHsEfP0F56jzTfwhx7ADNeZev3/n1+w9oy/cJP0i1nNN95leLEw+y+8s08F24r4tr9dL7knddeRIt8Hl2IBBexfsHlLUlZKa7sJtZGgoWPVEqx9BGkYDq2FNJRFgqtLcu2xfvsoRJjQ1UY6ipH+Bpl0EoefF5SSozihlbrgWMHDPjg+Di0rFNTlBGI8XHYPMe+m0cuFZNvr0PrPemDaNkmUJUQvMe5QOc9pMTuIhBFZHcv8oDdYO3kOeZvPYsSUJ18DHvfw4Sr77D1tf83RE/5wBcI2+8hk6Tba9l48BmOTTZ54dsvMKo8G2qOqEa4i6+DhJUHnwYc7avfoHvnRZCS8vSTLC9/B9m+xvqJh3m1H7OxWgKJxieuLQuevA/mL/8xKQSWCKyUxL0rxFbw+o5i8/ga8ze+xcb9Z/FXXmX9+DEWL/1PlBmzePPb/IUv/K/8H6+P6dpAqyMkaLp8Rl2bUCuS1nlSKnIBftCyAwbcM+5a8PjN3/xNIO927f+8j7feeovV1dV7fqG/9Jf+En/rb/0t/sbf+Bs33P/Lv/zL/PW//tf5qZ/6KX7rt36LX/qlX+Lf/bt/d8/P+2Gh8/6GBQKy4Ou8x2rNsnM0rnfj73/ftBFrAlXf3itvMg9ado7OOWKKWKVIwO7SEUOkrgzr4/KGKrzV+mCByf/k+XAfMkEpGSis6n/OhpxCiD4mURCSx4fIztzhU+LaTss1JUGMWSw9280cv4wILYku0fiA80uUkSyFRSRwLmEkeJ+QWrKXLF1MbO0t8X3rY0oCFxIiCsYjhdGK4COryuGloDIKH3NMoxCwZjylUoyniqbzOBXRKS+MhYVa51l4qSLr0xGtT0SfsCJByk7VyoAtJSICBcgkEFoQfSImMEYgtSCFhEsRIyWFkVSlwWh54HsiJYQo8D4QY0SrfAETY34ercXBDOvtIhOHdr0BAz447sazIab3zbFAjvxuPQgoTY6z3l06RIKi0KzUxW151vmI6183xH5nU4aD+G/oeZbMs0nkccLOBzof6bqO7b2O0HeJCAW+iayblu1Xvp1N+WLCdZGtV77F6Yf+It9cBJad5/Ejgtnrz+XYxBix1rD95/+d1Wd+jJ0///3sw9TtEZsF2xdnrD3+JbpX/ojl7Arm2IOUx+9n9o3/HSkFqlrDXXsXv3WZ8Rd+ktnbz6NGa3Sz7RwXCSAVu3/yv7P2v/w/ubazy6IzdCtnsesgTj7Jn22v0vlIIfI4j0iRhEQpwSyUKNnhXWJcGULKUbRNiFSlBASlVRQ68733uRNGiERKkaYNWCMRmHweU7+DrMR1Ti30wLEDBnwI+Kxo2RATfubpQmB71tL7S9M4z6xr8cvIdjnl7PQJTjzzELsiIVdHlNdeZPHqnxKXu5SnnmD58p+AtsjxOkVR4d99GeZbrBSJwirC1XfxlxfUJ8/h3rtAbOf47XeRxgIJYqB58zzF6WcwWzvsLjxHH3mK5p3n8V1AyOxF8upFxw8ea9ldRmo7QctEi0Q2Ede2kBSlzDpTiUi1cZS9N56DGJBEYgB34Vs8duyrvHg1rx0xJbTMaSxlYdBSYK0ixTzCMmjZAQPuHXctePzWb/0WAM65g58hE9Pm5ia//uu/fs8vtD8GcxhXr17l/Pnz/Nt/+28B+Ct/5a/wK7/yK1y7do319fV7fu47YWNjfM+PXVubUNbulvurwlCXmt1ZhzTtwf3OR0KITGuLtQqE6Ku9oJRkb9EhE2gZWbYej2DWOBZNQEqQLvLeXsOx/hhjSISUGNUWpSRd51EuMpHQueuL16Qy+Jjw3hMXgr22o+1ajNYoKViSR0x8E0gSFj4wKhQySVTSJBuxSpPoevM9gQ+Rl1v4gTNPsvf6c0iVEEJRnnycb1xJaKkQUhJSyBFYAkqj8nhmoamNBZEwowpdGbwL0M8bGqMJq2ucDhKfPC4E2jbgYiQaz7g2lDqnKxilmNQlicCVnQakOCByrRS1NXifaKOn6yIu5sjZQismtcVoTQyBRZc9Rabjqi96aNbWC1ZGFSnl+c2myVFqlc1mUCujgsmoYNQXSAbciCNHJp/0IQw4hE/T5/Fh8az38X1xbGEUV3aWCB8hQAiR0PNs0waqQpN8orsDz4YQEUbve/gdYFJln4mUYGu+ZLdxdL5FqlwIkErhHAit+rEOR+M8q9MCYRU2znFKkEMHUzYE9AnZLghRI4ViRItIIITEo/J+Z/DI4BAx9H3GCfZjC5MnuI4EFMaSgiP5DmkKklCAIEV/vcARXX9/fhYBECPtYsHLexUbZ5/iot5jGUrOvxwQMjIqDD987ossLjxP8AGboDz9OC9d1kynEq0kq3WZr2hixMfEuLRoI6kKzXRqGFea0lqUVLSdz90zSjIdF2xMKyajAqslRquBZ2/Cp+k7PeDT9Xl8LrWsT4wqg2sAIVg6R6E1JHGgZYXQvHCt49n3NNELvnBkjx/SS5L31yk9Bkgxe3oQIURIHp0cXSepdQHNDCESoTdsEjIXdYQuSL4D8gadXdlkR67xWprywFPHqdoZu7Hgmxc6qjohRiXa2qxvU+7+QBmiUZjCo6xFFxqhDUJGJAmkJEiFMRClZq2MHFmdEEOk8REl0g1adn3FsDKukUIMWvYD4NP0vR7w8X4edy14/Pt/n9th//k//+f8/M///If+4hcvXuTYsWN9JFSOtjt69CgXL148KHj8o3/0j3jttdf4pV/6JX72Z3+WU6dO3fPzX706I97kVHw7HDkyYWtrj/nS3/K7UaWZ91Xx7b3uht/FGEkhp54cnpVbdoFl0yGlxIfAogk0bUfTBlTfVjbXOW6rbTqsVv1uY6IuNYVVSCGymSh9VFdIaC1ZzCRNG/Ax8s6VGe9cnuVqfoKikKxUFqElwUe6JjBbdoTCgEx0rsN7MAWELhtFJZnjG5eLwNdmFY+e/BFWTMuMgm+8GxHSo0rwISATRBKEiFEgpKBQAiFy18jVpuCBB55ifuE8XeswhWJy5gleDwXrk0QhC5Yhv+7cOSaFxiiJNRZpQCOoraGoK2pj6UIAkQ3ytFJ4n/ApEbwmpkBwEWk0UggKrbM5qdSUrSckECmihcTKhEZkJ3AfcjxZvxZ5Cc08d5MkF2iMHKreN+HIkQnvvbf3SR/GgB4f1efxQReeD4tnQ0z3zLEAIUX25u6AY4EbeLYp8vK2bP1teVarbOjcuXhQ9NjnWCUly87z5rt5R2971tC0npVxgVECowRSKdrGM5tnIz2JxGjJ3FhMEqQYSSFfTKAkHZau6fA+0IiSSghIkavzxPFjK8T5VaI0oBRSF7goiUmh6zEIlZNWhCCVU5IZgS4Q5ZiIIqCQ2pBsjZgcAWWBvtghNaRENCXeThideZJXtmtUNWF3u2F11DEZWcpCc5ERG49tUrgFnSx5e08xrRuMLZFCMCo1MUFZWJqmb14XCUlEhEghFLjAdpM/R6lA+Ei3cCy1ILn8OdmBZ2/AwLGfLnxWOfb7TcviDYs2ZJ5dOlodkSrRuJboxS1adokl6IqkNHkAGpJUCCFBKmIUICVKaLxIhCTY7hSr002EHRGLCQtRYSbHENGhNxJu5z1CkuiVE8zK02wvNMcmlt0usewMC+dYnSSkELzwnuEnv/gTzJ79GiJGlDEUJx5l11mmzXN0ywXHH/4Cfm8bdd9Z1FsvILXFRUm9cZRrsUCVY0ZBoyV0PvtM7WtZRd7kSyHhvB+07PvEwLOfLnzcPHtPHh4///M/z9bWFr//+7/PlStX+Jmf+RkuXbpESonjx49/qAd6M375l3+ZX/7lX/5IXwNyC16n4g2tgEZJrM6nqLKGxviDVkCAutCMS4PzN7YPhhAOqsuij9pzIRBSRKH6Vt78N61zORO9f3yMkRizd0XbBpA5omvfFC/0vWiLzrOz1+J8yq8hoG0DSwLjWoES2a3Z5t3D0hqqdUnjPRKFtZLWKQpt2Jm1yFrRdYFXtyNSlJRGMioVozLvgBbWkEh5CUkQyRcH09IgFZQmz2XvyNNMnzrKqJuBGfFeZyh8op5YrNH44Ak+sLMIOB8RJKyVTEcFpdF03lFWNZNyidaKzu1X3EXuGFF54d1bOIjZcVsJkb2qtGJca1JKzJYekFSlZH1cMBmVxJhonST1c/haCazRaJW7S4Z5xgEDPlp8N569V46FHA0L1zk2xHTAs1bpzJfhLjwrFcsuEEPsO0b0QRIWJLbnLfMm5FG+JEgIlgvPeFrS+EjRC/eq1KSQEMCoVCRtWX/4SWavP5+bIRKMzz7FH13WjGowXeDtOXz5oadZXHgeLRMXu4JHfvivsv3O24we+wo7rz+PshNkuYJaO0bj5tgTD2JWj7F98SLp6lWO/uD/ytYL30AA9uhpyuMPcGUvYNcfoDx6AmMMzbuv5ZZyXTD50l/m3fIki6lh4hOra2NWx4bg+vjyJIBINDV6vEYzaxiPImW/U6i1xGrBqLYHrfFdl1vfy0KxUuedxZz60BFiorAaKaEwMncHMsyNDxjwUeKzomWdzklaMaUDLWuFIKI4Ph3hCLdo2e/sON6pTvDAw19m+cof012+QP3Il3Hbl2mjwi1bqgeeQk83aXZfgRAZrx8nbBxjZ75ArJ9GnnyaWRDM3zhPWY4o62NUpx7noj7JO3uK6cRgjYYUiAm2Zh3tqEKkyOmVwLI6ybGf/Bu08x2oN3h9VkIpWfnCMZRfMC/HCCFYpI7Vr/7f2XrlW2gUy2BYP32OtxmxuSIPtOy8yVq2sJLVkWV1Ug1adsCAD4B7Knj80R/9ET/3cz/HU089xZ/+6Z/yMz/zM1y4cIF/82/+Df/qX/2rD/ziJ06c4NKlS4QQUL3z++XLlzlx4sQHfs7vBePa3jKHeBhrvbO19xGtJcsu8O7VPZCKtZE9aB1OJDoXkTIiRTYQqguDwKN13qUTACGgemOh/VlKKSWLxuFjwrl48Ni6NMSUODB+8r6fd9yfgZSoJEgi1wG0kCSR5y2tFhilqErNfcWIwuQZv/kisDtPSJOJMRGphcFKja0kBGhjQotEIrc3VrVEy4TqZy61UiiVd2et0cQYWTpDPVpFKslRF9BaY0yeNxRSELxnfSUQYyKlgNGalcmI0irmi46VtYq93ZxW0HlPiokkEgJFWeTdykXb4VxAyuzPUSiFLQxVoYBE53MrudGSujCEkPoZ/T6HXAhKow6y362RWK0YMGDAR4u78ey9cmxIER9z5xlkAa1lbuuVxF7s7e9WxtvybNO6vh1YoGNCikBZaJSQuBCJPu+Shn4QXUuZD1gLpIOgJIT8WloJTJ9YNR5XiPoRjh45QVzOWKaSC1uGerKknhQkIgWaXX2E+750GhsWdLbiz51l7f6zBN0wPvWDdG0HtiYqjfALlGhprr1LeXqFKA2L6VmqH3sSFlvI8QadqSkXu0Rd0yjNotlj8pcfICy2SfUGF9MGRVVxso603nNsc8LuXkEKAR/yTus+p9elZX1SMG86UgRlFFYJyrJkUmkSiZSySStECqMQ5HVESwHj7NVhtEKrfL/RuWg9CPEBAz5afBa0bEwCL9ItWtYHmE4KVmp9i5bdNg3PNxVxc5NHf/JpVGiItmYRR/jZjFpIroaaa43lyDOnKdMCWYxwQqDdEooJ3/ElVitGzxwjLGf4esy71LgucN+R61pW9war05Elxchm9xbd2y/l1C+jMCceg6OnOFZ2vZatSHGdJBKgSIVmj/uwk9PEZo/CjlmImtNy0LIDBnwUuKeCx6/92q/xL/7Fv+ArX/kKX/7ylwH4whe+wLe+9a3v6cU3NjY4d+4cv/M7v8NP/dRP8Tu/8zucO3fuQ/Hv+KC4eWE4jM4FlJAoI7lwcYuduUcpifOBq6Xk9LHVnIktcvFgd569JLSWrIwL6tKwu/BolY3hxpVkUho6n/q4vrwIOJ/NNUsrESK7WQMURmenahLGGAqtkDK3CioSUgkmlaYq8mIxHWmWXTaSq6zMQnZUsj4piTEg5JJZt4BlNpZSUmGsZGVFcWRtTAiR3XmLC+nAY2NtUpJSvtBQUqG1zLFYRlPa3KK4N28JKSKioK4KCquo+92DpgtIo1BK5t1XQW/KpFFSsjqtOL4xQcY9QohMpM3tluRZU63yLHlVGFLKO7NK3iqk6+LGzy5fm/QZ5TctBkqKT2yBGAykBnwecSeefT8cWxcmG4h2WbTHCKuTEucji9b3qR+Cjam5Lc+2LmK0Qin6wohAitwGLSUYY1CyxUgFIgApC0olMDqbo+ZdtWxmaoykLBTGKuqqRMkaV62z2F4S5CLbcSQQQmEKxXRVYcY1825C5zqUESy1RZartEIgK4FU2W1flmskLbH1cUQ3w4mCrViSOomtNyi0oi4Mplqj6TzLEBHjMZdjIun7kUpQq+yboaQhRsPm6ghCJEZ9wLGCbN4qBKxNa8Z10Xdq5A6YmznqZp7NfCZvGT/aT835pDDw7IDPG77ftey4VqwUBTvRMRWw7CSkhDFgtbyjlm1D5Ll3BRe2pqyubHBkbYwQsC1GtC77jhSVRNQjvNy4rmXLDZSEjQMtWzBnRIgRmW7Vsj5kD5G6tJR+j+6F16gK1Sd2Qbz8Mscfehg5tnfVssFuksbrKCUZD1p2wICPDPdU8HjnnXf4yle+AuRdfchiMPS7a/eCX/3VX+V3f/d3uXLlCn/n7/wdVldX+S//5b/wD//hP+QXfuEX+I3f+A2m0+n7MkL9OLD/JY4pst8heG1vybU9R0gBGQSRxGyR2Jo3FEqTEhTGoJUixsCozAuE0YJp64khYow6SA9o2kAiG0Ut2o7CZsF4fWZT9CQiqKzG+Y7SajZWSlzMMbKIxEptOXlshDWGeeNIMVeHUwgUVmO0zLPaVqNVNglsuuz23PmAUZLKKsZ1kR9bF9SFpXUdQsqeiBWir1DnFsdMurY3Ht2bNSzb/Yp9IBAZ1xYBlFbjQmC+aIFEaUvKIruCdy4gZUIriZB5Fr4v+h+IZ2VlvjgREitASfO+Pst9Es6RiJ88Od8apZk+0YuCAQM+KYSYBaT3ESnld+VYKQSdj9SFRatAoQTKGEqTW3+XXcC58F14Npt9Ho5D3edZESWTyjKrLVYFEoll41mfFlS1ZXVsKKxmb+5YdoHgA1pJVkYFo5HNHQ9CUBX6Fp7VIh/juC6oqoJRJQnREkROvpIyd1kIEVFSIeWhom65ztXdgp29jpACKXmKqBjX4xu7V5oO5xyFsYwqiw+RzgVSSliTeVv1gruL8YYChZRc59n3OQf+aeNYGHh2wAD4/tSyK+OKcdOxbCOLxtG2jsJqJrV9X1q2tIbSGpZd9i5RSmKUvquWnc8bqjhDdHOCrWnc6AYtO28ci7YjhECRZn1HjCCGlDcQSaR2htEbg5YdMOBTgHsqeDz00EN87Wtf40d/9EcP7vv617/Oo48+es8v9Iu/+Iv84i/+4m2f+z/+x/94z8/zceLwl9iHeNCi2zlP6zy+73yIEbRKhNYhxwbn8m6gVhKpbS8aM6Guj8sbXsNqfUOEVy0MUuRCUucDsV+YpNgX5oJRaWld4L7NCevTCh88Qoh+MdJAjttq2kCdsueG6s2oTF/1lxJGdcGRKBhVhqaPEszt34IY8/tPJMqiQEpx0OWhlKDpPKK/WIgxMls6upDY2nO40L+mkizbSOM8pS3ZmTe8e3XO3qIjRDCqYX3FMq3Lg9ZzrcD5kAW5TLdkhn9Y1etPugIdYrzhveX7EiHGT/zYBgz4OLHPszm2MKJk+q4cG2MW7QKwWlEWisL03CYkK/WNS9vteVbewLHAwe5aiJG6NJw+vspi2XE8BhAKKxNSa8al7j2NFHURcH3BoyzMDTurt+NZEqSYebZzMRugSkllr/+dVZIi7uKXM4Qd4+SEEHPk+M5ehwsJH3Jb87KLzJuWcjpi3nRcujpj1gQ655GiYWViGJcWJSUxQYgd1mhkL5A/Kp79NPDYwLMDBnz/allrMi9uzzqsErSlptQKa/T717IpUVp7T1rWx4TZep3FG+dJMSKUYnrqHN3o4QMt+97WgkWbeTbUgqJxWLXfJShJRJIdoeKgZQcM+DTgngoev/ALv8Df+3t/j5/4iZ+gaRp+6Zd+id/7vd/jN37jNz7q4/vEcPOXWIgc36p68tvPE5fkqrgPCWUM3gdcb2AXU0LJgCz72UZxu1fKuKFi6xMuRKzO3Q9GZSKH67FeVkuCzLuBRlu0zAZGPsQD8W10wrlA6zPx65Rou0TUCiUNVkvKQpLIzx1CQAiN94k91/TzgAqlJYU2KKnwIRIT+H6uUIhM5M5FfAws+1ZyIUGJhNIKLSU+5kSFRRPygiATPka2d1uMsoyq3kck9fGSMWKN+lRUrz8KpPT+7h8w4LOIwzy73z0YYgIh78qxOfhE4OONHJuf586vdzPP7r9e7nxQVIW+ITrRaomsLUJkDw/r96DdIroxS1EjZX49KVU2CXQeJRNVXCC7OWo8xerJLTzrkQQXqcM2NizRoykhrCKkyJGtW68wf/N8TldJUJ0+x+7oDLrZYS3M6FTNdipIAkqTo259jDkuso2EkFMDfIzs7LUIFCvjfI58yBc1B+9x4NkBAz6z+H7VsinlY8ldf3kDTYbErPGMBQjx0WnZsZgxe+05II/3yRTp3nmB1aP34aNltvA0XUQkOFE7TGiY3v8ws3dew+reV+P0E4RihTBvB44dMOBTgHsqeHzxi1/kt3/7t/nt3/5t/tpf+2ucOHGC3/zN3/zIE1o+CeyTUog3ulUrKQgyz3ev1paNlYKdmctmeQhWJpqVcUHTeYp+MfABpBIH5kK3I7l9Y6nWB5QQKCUY15adRXtDSzZA6zzL1hH7jo1lF2hbjzGynxsUuV0xgFa5tXBf+MYYcSnHgiEkzV6D0QIfckxYBFIStL5DSkWzbFl2eR57VBnKwvdJBtmgL4bYz2TCvG0hSgKBZZNjskqrc8a4yLPtAogxEGI4aKdMCZLMoy9GGwS55a/3COzP+2dnYTiMOwmGuwmJAQM+K7gdz+5zbIyJSWXuyrFCJJSSiBAQ8vpYygfh2RAj1mae9SHSdL6fz86xtc5lwT2dX2D3reeRIhES1KefoB0/gPNZOBspmDJndO1t3N41XNsRC0uxeoTVehPrHJUpiTIRmz1GNFw6f54931Eaw+TBp7hWn+KI6di98Dz1aIyMDmyN2LvMpp8x277GtSs7eOfZPPsE75lT+BCxNnNsCjlxZZ9nUwKfEimGbKoq896nVrnb4/q5H3h2wIDPEr7ftazRguT6VMCYfS+SSMiUu4b7zO0PpGWtkWzaFuEXWF0xTyN8uq5lS/bonM/nREmEBBkjyi9JrGb/OAlHwzssXnqeJkauFZZjjz1BKiaIYkxnpoAYtOyAAZ8S3FPBA+DYsWP87M/+7MHtF154gV/7tV/jX/7Lf/mRHNgngcNtfzFGfEw3tJ3ZA4M7OH1shdm0w7kWYwrGlcVoQWFKQky9OZE4MHq63TzbbNHhQt6Ba33EGklpNVf8HK1zpdp5T/SRUWVpu0Dr9qv1ibbLVeYiCBqfW6PrQrNoPDHlY+98oGkD1khiEqTkkIvruepCCAot6TpP03qWXaRrGmJKtCERUySmQIgW5zxWK6pS0TqwJrclRsiznFYBHSEIUowgFKXJxxRiQkp1UOzYhxASbdQNi4EQn32yvFMr+Wd1URwwYB9349n9nUCNuCeOldLk700fw32778/74VljFE2Xjy+ESOMcJMmmXbL1yrdR5E6QBOy8+izm8XWWnSUlGLdv4S8+y/aVN1BFyfTMY+y89k2CiPjgsWe+iJIS6Zoszpd7rK2scGVXUU5qxLXXOVJPCE2iVLB4+Y8RyjI5cpQ4u8Z8MaNLis37z3FpK7F443nWzm3izITSGJQCZXIO7mGezR13+oadxX1jvc86Bp4d8HnEZ0HLrowKhBTszlqEyN4cs4Wj855RaVnK8L61bEoBKFibv83uOy/m8Z0oGT/wBJf0/biYtWwc5ejYGFO/KZf9jorRhKQESinWdcPilecPYnmjd2y9+jyrP/CTtHoKadCyAwZ8mnDXgsdyueRf/+t/zQsvvMCZM2f4uZ/7Oba2tvhn/+yf8fWvf52f/umf/pgO86PHzW1/UkpEDHQ+9rnh2YjJaoXVEEOHkgWQK9ZS5Ixx5xNWS+D6l30/lu8wOu9xIVeq2z77PLf4OfYWnulIHMykz9sAskNLRQgRHxKt8zRd3rVLKWWSFrmgsP+PJNK5SNv57JGRVF4IU6LQkkBEC8XcR9rW4UNg2QSWbR6OVynRhIBpJSk6okiElDA6d47MfY4qM0oiVHbQnoxLYgqMCst4ZJlWNhszWcna1LLXGHZnDsjO3UfWKqaVPXTeBdZqmo+ZLO8W4fZR4bPc5jhgwO1wzzxrDCLdO8feqdjxfnm2SPEGjt1beMpCIro5xJiLu6l3yg8R3cxIrHPS7BLfvUA5GbPYshTTTXa/9QcUmyfpLl9AlBNSs4MhsvfKNzHjVcxknfHqKqubx3n3z75O41vM7hVWH3qa3UtvUBQF5eZ9NBe+jUwJNd1ALFrat59n48wPsnvtGmPjUGsjpIDKGtZHidmopQvZE8VqyerEsjI2yF55S5nPsbrNuvRRY+DZAQM+WnxWtGxEIFI23lcix+O2LuQxlBBITtyzltWAS4lFGzheL9h7/XwftZvNWHdffZb60RUaVyKUZNuXHH34aZYXzqNV1qSrDz1FKFaolGJtbOnaBtfnzmiVDaqNFnmt0NNByw4Y8CnDXb8N//gf/2POnz/PV7/6Vf7gD/6Al156iddee42f/umf5ld+5Vc+0fjYDxt3nDdLESElghsfcDjnfD/WKkYOzPT2q+l3qnTudxmGcOPzeu+gH0XB5OeLIeLcvrOzRIiIi/nY2k7gJXQ+4aPH6JzDHULCKuhCQkhBigIXAolIjJEuRJRQ7HUtwUMSWSC7kJBkk6kAiJS9OET2FEX2s/UxQesiSoHWElL2qNZSMB7VrE8KtMwO3fsV7rVJhZSavUVDjJG6LJnWeWdy//xrJSk+Znfn/d2JfXQqJ8t8HBgWhgGfJ7wfnv1eORbujWejylGBKUSCv5FjBYngE60uCTEb4emYx12Ukuh6wondt/EvfwN/7S2EFoyOniJKSQoOEV1uyUZQlCMWL34doTTlxjHmr36TtPUOicTK0YeYX71CEord155l9b5T7D7/h8SqIi12kJPVvkMPRIxY6RnVBZPVVbyWfeJMPmcP3LfKpG7wwVMYy3SUuUzKhDpI2/r4eWfg2QEDPnp8VrTsyHmszcalWkDrfV+0TTntSsp707IuILQk+oiyEhuWdERSEr1/k8DHgO3mJFFCyqOMV+z9HPvCccayQ5VjnF3B9mJ2bVrh5BHkpCDGiFEKYxQIgR1PUVYPWnbAgE8Z7lrw+NrXvsZv/dZvsbGxwd/8m3+Tn/iJn+A//If/wA/90A99XMf3seHmtrPYV8mNVgfz4Tc7Dx92pN6H0apvteYGYbn/OBeyg3TrQ56tFNdfL8ZIWSgg/33bOVIvckMUtL1jdkJgpWIpfS5CSIlSkdQvUEoJykKhlKRMghg9lVX4lFg0HSIlpFA0zrNsIs5nwyapJEYKFimi8rQK3ifmbaAqLEIlEBD7BXPf2VophVF5ATNaMKnsQWX58CKppGRcaio7Ojhfn2RuOFzfnTgMFyKd9x9bdXzAgM8L3i/PfhCOFSL/vD9PfjeeDTHRdrkdOiVQWiBljhXUyN7RX7AdKjbOnmN54Xx+niQYn32CpCSLd17AGpPjFxN0l15n9MiXaZQmSYMoRyy9YJQCMSbKo6eZX3gBISWQIHiWb55ncu7/wntbC1a0o1nMoJwgbAW2pms7qiMrtE1HkgJpCtYefgRfrGFuuhCprOHYmrw1FeATjAkceHbAgI8HnxUt60JChkRpNUIIypCIMcfaCgVdF+5NyypQAlLKWjasj1BKklLqlWxCCkk0I1S6UcumckwsDZFbCz5mvM7Go19g0ZtLIwT16SeQo3U0N30IHwMGjh0w4O6467dgsViwsbEBwPHjx6nr+jNZ7IBb59ASufVX3TTonCO9rrdt3a6ang4ZFcH1ecr5MscJppQNP0PM1XTvHcsum3v6IDAqkmLuzoDEqFIYLbIrNAmBoLCCVWWZLwJaS6QDyMUDIfLYidWSFBVa5hSBgvyBB7KhXdt5OhdQUtC4gEmgpSCliI8RrVSuUmtNUUlSkL2RX44pWyk1VklMoSmlRCpJUcgct+izb4hSsjcAzOcrpMiy248e059osQOu707c6/0DBgz44LgXng0x4XwE/f45FmC+7EikXlxzR56VMpCSyjHah3i2c7mDQ2rBytgQAyQh2BKnWDm3SUGbixhyxMhfRQoIWMq1o/jdK0QsCcnqD/8Vdi6+TcQSt66QylUYbyK1wYeAFgpVjvFtk2fUk0JKSUhQbZ5idukd4tWrjM4+Tdi+jMdijz9IffJhuo0Hae0USTZvvbmduAuBtvMopZhU5hPffRt4dsCAjwefFS0rBWiRUFqAkMSooef10hpa6e5Ny4aILq5r2V0KTj7wJPML2X9DKcXk7BNc0xNGRt2zll12Hj85i3l8AxsaVDUhlSvwCRQ7YODYAQO+G+5a8Agh8Id/+IekQ4x38+2vfOUrH93RfcywRh209il1a/tebqMTxP5uJRNKiVseE2NCsL+ABEDggseFbADlfMLohJIKEIyqkroGo0T2zhAWSNiQK9V5jhJKmyvuAAlFgUSO+ixykR8jZZ4llBKs0RRWooRk0XmcD5RliZKwt+hYNJ6q0ERgYvKOoEqJQilk7+JttMYYSQqCUWUxOhFCrnZXViNkNr8yKo+udF2kczmadraMlEZRl7mlbrZYsOziAQF3nWdtUn2iO493ug4YuvMGDPhocDeevZk/3w/HAjfwLIhe6N+eZ0mamPKE+mGetSab1QmZI7VlIftOEMkcQ6sECsnIamwxxVsNKSHKTWw1JgWPOPMF5maDtPoY7c4ORivebQOrj0/odi9hR2+SXEeXFMnUyLQgSotUDfXZL7B98W2qh7+Eip5oK+TqKczm/XTFOu/FiugkKni0gkWTC92mLx5v781o3f7Z8rjOcWRt/NF9oPeAgWcHDPj48FnRslIpCquQvSn1ZGTwIb1vLRtSoioNWgqcg6vVGdafPorqFmBHtGpMJT6oli2oioo1VWE/oWJHPl/v7/4BAz5vuGvBY2Njg7//9//+we3V1dUbbgsh+G//7b99dEf3MSNXr/dvCUKIB8ZuIaaD2NR9hJj6xUT0LYIpx772RkbZ3Tpj/yJ//3Z+hEAQKazqIwPzTt2+WZS0+bV8f1C5rVD1c4cJlKDS5KxyKZASqr6SDVAYSYyCZevxPi9cpITrIj5AXRm8j3Q+4jwUWiF1IumIdPHA3C6RfUEmlcmLR0y54i1z9V/K3Prd+ZDjy2R+D3kwXiClx4fEztwjxfVzuGwj1rjbLsjfKw7veAI37GQchtWaTsUbWgGNkkML4IABHxHuxLP7/KmkOOCI98OxSoqbeDZzbH6VW3m27QJWCQqbv+uHeTaIhEwJR8o8miLeZ441WrHfmBaLFcZnn2Tx5nliiARRUD34A+yqTZqlY+YqWmPY3WvpfIQ04onNdSYKFm+9wHK+QCrF+uNfoVs7S3lqjVkxpZYFiwvPYZQgNi3lqXPs1mdoXMR7j5S5e8UFgRLi4H0u28DWzFMaeXAO502kajrG5Yc7y31zV8ndTOsGnh0w4OPDZ0nLhpgorEKJ703LFiYXboyR1KXGqRUaOc0eIYOWHTDgM4+7fhN+7/d+7+M6jk8cNztbAyglc3SXkMgYifHWToSUrjsUu55sQeSW7B5ayYMq6379V/Q/Ka3xPhy6v/8brREkOh/zwtObNcF+a6I42NGTIRwcL/SLXcrvyWhN23oa73s3aYX3gRQjKSWq0mJ8pOtcnl9XiuAdUisSeRGUApTOVfa6MPgQUSrvKqbe/MloQecjrXP9QpsXS+ccnZfEEFm0ORqttIcX2njbVsrvxfH5cHt7159bc2C8lW7pKDls2vVxOlsPGPB5w914VgiBQN4gxOHeOTZ3dOTb4tC/4fY8K6VEa3kgurPg7R/fc6xW/eOEpC7z/Pg+Xzkf2FskiskDiEc2EYsdZDFiV01oG3dHnp03LVsXd1nZfByz0YG0XLy0Qz3RNMWIWkgW0weonjpKERtEUbNUYzQC4SMxwWKZDQGlyAK+8x1SCHyffNAJbuBZ72/f1/xBefYwxwKE4G9IfRl4dsCATwafNS2LgLjMhsuLxvXm++9fy0rZj8lohdJy0LIDBnzOMHwbetzJ2VqK7GovBHS3GYbbr7oqKQny9qJSCNBSY1TEIbEmz4gbnX0smvZ6+VZKSWlyVdz5gCB3UwhyHOL+6x2eyTRaI4Wg6TxdF1h2nhAShdWk1LBsA50LLDqPBorCovpMdUnEao02khQDVku0lOzOu4PXs1oyKRV1oVAyv54PgbbLM5dKChaNp209rYv9e04sG0/jPJPSgBDMG8e40rnif8jI9LDJVoiR2dKxbMPB+7sdsd8Jhxf767sUoGLM8/E3mXXtY1gYBgz46HE3nlX69r+/V44FMCrzbFLywMPjbjyrVOZZRG7DFkJw+Fphv8tN5g1Fmq5PM/CBpgsH7dKdS5BW8MtITHOUyMamt+NZZcZomdi5dg0f8u5jaTVmNAabX0tJSZfGBDlFCJG9TWPCOc9s6ffPZo5UnOdW85wIkGicx6iyNxzMPKf1jXz3vfDszRdUISZcP9t+uDNn4NkBAz5+fJa0bOcTIQS0VqQUmC89nfc0Lr5vLav64xwXisLIQcsOGPA5w/DN6HGzs/XN999sBJXvu7F9TYrcDhcPPWZfzAoBRpcHztaJhFEKIaAqqoOq7P79jfPElJ21992yWx9IKfVVdnEgaLWSWJ09MTrn8T6iZDbvmzcdyzbStI7ORbQWTEKiLhQpScpC54hYLRAYlBIY79GiwCePlopRbVFKEULeARBCIGOkjRFCJESB9wmpQCkIATofabyDJBBKIhCURtH5RBciFigLSWnVwTnsXMD5gOn9RkKf4LJP7HDndr59HF7sD3vNpDs8ZsCAAR8f7sazHwbHpgRr0/IgpeVuPCtFFrdKSaTIotvnX5I3HgW6F6r7HBtCxIQdXLuHVRVXu5LdeY4C9D72xRNBZTNPllbewrNOjll/5Cm2X32WEokQkslDTzGXE1QQJJGQWqPJs+ox5df3IbeVK5Vb1FOE1uVidlVoENl3SUtJFxK2j4KsK0Vlry/13yvP3syf+zx7M60OPDtgwMePz4qWdSEQe2PU+TIcaNnZoss8bOQ9a9n9Do+6MijVx+6mzJXfq5YtpaSw3BBBO2jZAQM+fRgKHj3uZRHYb/e7E1Hlbojrc4miF9GHH6vVrTtt+3ONMSZiAufcQWyXVopu2WUxmxLeB3zfvh1jxBqNNRYhwKeED4m2c7gU8S4ybyMpJDoXmTUOq7PztPdZMCvTURqFtZqm9VibF67gs8lUWZgc79g5oolYI0Hklj/vI6S8KPoQkEoyrSyNc4hlJCpF1Pk4lZBYazA6UehEVRiq0gAiu2urPhP90LmJ/SypkuIgOvL6Z3P7Svnhxf7w48UdHrP/GXzQlsMBAwbcO74bz34YHLv/OodxO55dOkfrIlrRd4NkAe596GMJFfMu5JE+ZZES6p3X2H3t2SxiQ2Jy8jGuLo+yTAlSYtkGYspOqDIJUoyMkkN3S6QdsceIa8uObX2U1Ye+igwLKMds6QndosMoyaguSM71yQZAyrPtIWQOrIxG2kTrHc5HrM4i3PmAUZK6tJRFNgjU2jCtDZ2LB8aE3yvP3syf+4+/+Tpr4NkBAz5+fFa0bIjQdB1LH27Qsi5EFo2jCOqetGwMoLWgLAwpCeaLjmByIpbA4UL6wFq2LnIRqOijczsXgX0z1usYtOyAAZ88hoLHIRx2ts7zb3dfFG7GvSw0+8+XTfDyokCMiHYH2lk+BucpzYSFHNEFz9IFROrzx4Vg6bqcWa4krQuEGLDGMFt0XN2ec23mcqpA6ymtpDAaJQVl0c9YRmhjbskugia4RNsGfMxVcGMUXZefQwoQ5DhZAQfv7WAmPEUqFqRuD1WNmceKEARJKJCgOBQxmQRCSIQ0CJFn4CHPQvoY+qr7ja2UKeVWvoTgsIn4ndr5Dn8GSgqCFDcYdN38edw8i/5+Wg4HDBjw/vHdePZuuBeOhdvzbIyRtvP5dxFcDAihetf/eND2rJUkkXC+xcXc5dFuNayoBVx9i7Iq0dLifCRcfYNTR2pmXmPiEjeqeWsmkSFSWMNJcZHZi88RBBipWDt7jm1/jITkO43GhzFqIVlbcXgPncrFlqrQeJ9QEmLKyVg+RXJCo4QEzgsSMo/PxEjoz0U+NwqjdW7H7jyV1XQ+IkI24Lv5NL8fnr35M1BSgLrRe2Xg2QEDPjl8Ulr2Zo6NRJTU2fj0fWrZK9fmbM/zcy0bj9WC0iokeSMuhBu17BjDscJRdEtaVTGPNSiJcw7nElJEYsxaNpuXBgTyQMuGGOlCwrtIASTBXbWsFgpjDACd84QoqaymdQEh0i1r2aBlBwz4ZDEUPA7hsLN1CDDruhuM2O7FmA1A9Iqy6TydgyppKmvoXKDzOeoqhAgiRyIW26+xeOs8ZrnFYu8q1aknWLQBe+JhLqtjXJ17SiUoq4LgI7vzjrJSWKlICJqmRWrF9s6Ct96b95FjkpASi5ljdZxTBkLK85Rd52mBFBOh63BSIyTZ2Z8EMeJjYt54Fq2HKBiNNCkKikXLdFTmmUkfGc8uML9wnpQiUUkm959jaU4CESUF27OWlASFlUwqIApSvH6BkVI2sjrcPukPkbYQeXGUt7kSulM73+HdC2vkwWNvXuhvZ+51p8VnwIABHw7uxrPOZ0M6exdjNrjOsYLEsgt0PneJ3YlnSdB6T0x5jCWEHFsbU8d83tKmRCUFk3GJkJKmaYkkCm3pr+dZa15h76U/BqGpN47AzmW6pWNl+R7rxx5gOV/ik2Jt7X7mYoWpuIK/+i5CSpx3xJjoXnuOzUdX2e4KXIg0TQI8zgWKQlFYw7XQsJos1pg87x4iLmTRixBIIXAxElPAasXurGXpIkZLgg6sjAuszuuP0QofQp6D7yMa95NwDq9l75dnb9khLvQdL6gGnh0w4OPFh61lZbNN7OaE8QQ1Wqdz8QaOlRLKMIdmF21GbLdF3+0gsDoiRGCcZjCfIYuahZpCTGyIbazbhXqN73RTmqbFGIVpd6iabZQpuDjXtN7jAty/ElFmgdM1l2b6QMsaKTitLtK99CIuRYxS3P/wU1ziJLMYcW1ib7EkBkk9UkSbCxpHp1nL4iJtSMSQ328id47EGLiTllVKk2Kii7lIvc+zQkggm6wOWnbAgE8PhoJHj5sJI8Y+3qlv5bv5NuyL83TQ2udDH2GFYGe2pO3yhfyy9RS2ywZJvjdi6p2wV+WC3deeo6Sl276MAOZvPIs++4NcOv8tdu//YV57L0eKTYqWkBLLeWB9zRLJpF1KRRcioU3sLhyRiEFSWAPEfjcwH29DREuJ1gKkInQBYT0maoIQLJuIVJHoEgvX0abcoj33BUdq0CrRdS3GaCZpwc6rf44QKRN/B3svfQsemLDtDKkBDygVKYzBJ4Emz50LKVAKOpcIMVAXOlfAE+j+d1rmDHagXzxvxN12g++F5O+0yAxzkQMGfDS4G88Kru8o7u9q3Y1jU0rsLlo6lzA6R9nO9e15VgKNixAjS5fjaOeNY3u34eK1BYmIUopj64EYAtszT6EkZdGhreDsNHL1tRdJnWd64j7mb3wbUmTtzFOUG0doLr/MuF5l5/Il1upEuPRNWtfA7iWOnnmSd68kYvTIALJbsmwKQkx0wTH3DukEVWOYWihHsCsiVjV9HGRCSUWUInPxIjBb5iJMUUDbJVwMjEpJZQydT8xbjxIKISJSCNqQEMV+lHii8wktsiGrEOID8eztdiRvh4FnBwz4+PBha1kuvcDuG+cRZJPn8dkncesP0/Ucm1JktP0G8zfP990SgpX7H+NacYq9pcNJWG3e4juvfJvgPUopNh9+mjXdcO3Pfo9GJFCKE0//GC/zCJv+DeavP89ysURIyYNnnuCNdIyzxSXS6y/jnEcgeODMOZ53G0QS960I2gsvs76xik6eJC2LN1+mfnCNLWeYNy2L1OFEot4pOGJLnPdoHNYanAu0ncupXSEyn8PcQXIgLbdo2YjMxfPWo5VCqTy20oaENQLZd2YMWnbAgE8PhoJHj1uM2A7u78X1Tbedz+1jMUHThb7VTLBsHcsusmz6eC0EGsWiCVidZwn3n6dzkcAeMUagOyjdphCIXcvOvEG7OT6WtK7j2s4CJSRBJ8JWoDKGJnmskDQh4nzH9txB7lpmUkZEiixHhuQDTZ/WIvuscCE6qtKyvbXMhn8RVsYGazU+JLa2l+zMO1znmUwM80lJPbdIBEsXeHwyJ+4s8h+mvJCGkFCTy7y8U6KUYlQZNiclCNmPxGSzqdxIkkikg/l50bsOppgojKYw1//3vJc29veL72buNWDAgA8Xd+VZcfhxuQvsThyb26dhb+GzSz9ZTN6JZ6WMecczBUiJmASzWcs7V+eEFAk+UhSSt67sohOcWYMqNQRdc2VZ4tWMd3ccR+s1YvBE75FFxejIUba/8buI4JCjVTYe/jK7z/8h5fpptqNE+cD8tW+zevYHefedS6zVEikchdjl7Zlka9aybDxdiFRFNtWrFwVaSLouz5fHGBhPKzrnQUd2rjRYAKmpJgYrNFVhsEqgdB6JjDEbmYaQSCohhSTGQIjigGd9TJSFvmlcZeDZAQO+n/Fhalnt9li+9hykhJAgU2L39WepqiMkMwagTjPmrz+HIPYJV4HmwvNMz22y5SVj1XD5hT8/+H3oHOo736Q1ks47tBDIkNj+5n/noa8e5dU//jbBOxoXEATaV57l0S9OufrtZzFWQp+S1b7yLJtn/wIvXxXIquPoWsH81W/QpIgQkvGDT3F1scvlWcnWrGE5d8zmHZOJ4VphGI8KvnNF0oZIDAGMgORJQeC9x3UJhUAadYuWlQg676it6UcKs5b1MSFDpNI6+58MWnbAgE8NhoJHj1uM2A7uF7fcjocq6LG/cAcIKeIDeBcOxjRCSHCwaxkw/SkXQuRKvB2RhCAKez2fXEqi1ggp6WQJJOYLB0qgNMz2PLs41ipDkonN6TjvSs49pYKly1Faiy6wsWKJXSIA89ZjlcAahXMRYxO7yxYtEhEoSsXe0jGRsLvo2G46Fo0D4PLWkmXrWR0XKKnZazqOaoHcbWl9wPYjNEYrFkvJ1d0FRhlSgtWqJIZIoTVWaerSIkhoBULIg10GyOQvenOsw/huJlsfBPfqBzBgwIAPB3fj2etSPIvxu3EsQNf/cMCx/df2djyLEMQUSUikyAWQTmYRLwJ59CN6Ygh8aWPG7ivnmfcjMA8/9UVasUkg8eas4NGjm4h6hfrEWRYXnkP4BhAk19K99W2qzRMsQ2SvM2yuHCHsvocIHSfqDr16jO+8/E1E63jk1ON8bWfMwnlSSCyWkS5E9tq+E0SAirDE8dI724y0oomB1UnBhWstRyYFu03HkbUaIzQhgJQJYyRGGbRWyBh7ThPIm3hWy1vV8MCzAwZ8f+PD1LJ6OSPFHD2bIiDz71O3h+gLHtIt+5SVnMySXyGi/BwhpmgW+TkkQC5A69AhdEEIiUBEywTBo5stYvQ0XcyFBAQxBLTbQymBSAIXAy5GlBDUsiNGy3Rqmf/Jc3nzDRBE5m88R/3DT3Ftt6FrPVt7LYmsZSe1Y9k46sKy1zpECMyajnkXGBmNS5FCqTxeWchbtKyyisIYdO+Pp0QiIRFECnPdY2PQsgMGfHowfBt6ZMK4zkxSSoy6ft/h2+ngMYLDmlEgUDIbMO374GcT6iw4jdZImfO/U0oURtIyZnr2CbwsKVaPIJRmdPYpmr0Fkwee4OLc5r+1kmIs6RpPYSSlVqChbROlFhhhsD3BHVu1rE0MR1YLCq0xQiKjPKjcGykpjMJiKFB0HTgHbRsprSF6SXCAT/gQ8wVDgtkiMGsjKQaW845vXFgiTjxOQjJvsmmePPE4599t2d3zOJdYLj1N5/sCEIwqRaEFWgms0Ywri9E3zo7mmMhb/9dUfWzZh0ni1iiskRgtsUYOJk8DBnyEuBvPSikPLszlAe/enmP3/zY/Jwcq/048a6WiMpLSGEorswu/1WgpKIzuE000jx5TzF7LwlkpiSCx/dqzaCmZPPAUQgrevLhFOvkMuh7h2w5hSlQ5IroOvEcXBYtYEBO811WwdpbRqUfoJvdz4eIeXdNBTCzefIEHV0ELQetyGsx8EQhdYtHkefA2ON653BAD7LWBxVJw8XLDail5b6+hbQI7ex5UIqRc/KkKjbUSKbJn07guMFrdYioqlbhty/PAswMGfP/iw9SyqRiRei2WKbbn6XJywLHRVGgtUUJipEBLhdYKihGF1Wg7whiVo26FyElRpiQJhdz3tBCQpCJW62iZuyakENSVpqoMVCuZ1xHsl2ykkgRVUxjFfOYxkw1SyoWZmAR2usnOXkvyCRdS3y23r2UjCxdJKbKcd2zvNVzb83gveG87sOwCWwtPCP62WhYSo0rltUQkjNHUpaEwN/HsoGUHDPjUYOjwOISbna2rwt7+dsqLhtXyhoqqFAKjFZN+8fA+Z4sjBIWR1KXBh4gpDVpLUoo4D9eqM9SPbBLjgmlVMG86yvtr3roUWLQzRMgFk4koWdQti2VAG0ltBaUxOS6x0CwKhakFKhoKm1BeMKkLpBA0bSTi0VphjaLtAqPCsLW3xJbZyM4aifORaqKxSWIbwchKXMjz3klJCiPwKaKIeB/4/e+UPHrsy9S0dEXJH110yOhZqSyTOmes20JSV4pxWVBanR2yternx/PPKsaDvQGrJc3H2Io3VMEHDPj4cDeeLYss0lzPnXfiWBUjtVZIkXAub5XFuH+Bb4kxm3ge5tkkJMEHjFFU1iCQLJvIxa1FbkUWsKEjcyVwPiEQGCUptUSlOa+7E6w9tsLRSYd3Cb1maa9ewkzW0NZiYoByRH3mGao33uT4iuTa1R3Cycd4Z0cwlokTRyegNJcubxG9YyRbjFaMCon3oI3ClhLXBpDZ1Nlagff9zmqCuhSIGCm0YDRWjGuJEoKyUNS1wSqFljmSUal8UVKNLE3rDzh2X5R/nC3PA88OGPDx4MPSsqgVVh56kvkbz+UygxSMzz5JrNdQvZb1YZXR2SeYv/E8CUFMMD77JMtijUnqcHGNI488w6WXvgUhFyqWR56hMA3ynQsQI1orxk//ON++UnD8wSdxL/85QkaM0lQPPc6L1wrOPfw0zYXzSCXQWjI6+wSvdBZjHMmOeM/VTNbvxyrJaGOTtousrlSMJ544C4yswIVcYE7yRi1rVB6DbLvcIVJrAVryxfsMU+0RpeHCtrpBy2Y+yx3TRmej0lFle9+lQcsOGPBpw1DwOITOBbZnHd57tNbURTxwsj7sdC2FRJCTAaxWB3FRRiuSDyipOLKaM7xTBKUEVudTnbPM90nSIETEucBCjFnqCcFqkk4sl5GVlYZHSkmMnr1ZxbLzdEmzYjVWSlZGJYumpS41xmgSFW9c2kPhUVJw6sSIujK560R6pChB5ySWca0RSdE6z3vbSySw8IFJZbFCc2I6QgvBe1eBJlCNDEYICq2IMhGVxLmANfDsxY4kBDVLpFZ0QaGFpI2C9ZFhUhqmdclkZHKLoJEH52Mf+wLcBZ+9TQZ36QEDPpO4G88u23DApd+NY41WrE90L+SzB0jZxwRK2Qt2wQ08WxiV+ddKRtFydHPEeJQjEY3WGLVAWY02iRgiUkkKbSjqKVMMm37GhT/+JikGulXLqTMPE+bbNBe+jdKG6tRj7Lzwx/hgkcFz8rEv8LI7yQO8yezCN7OLv1KcOvMkV/Za2mpMXXqElIyVJCZywWIMTQh4H4gBNicle22XjQO1ICbRd3RIjNJMJoa6NExHFiMlCfJO3yGeNVodXNQMPDtgwGcXH5aWFSj0iXOsrh2HZo6oRsRiDcF1Lau1Yj59iPLJo6TljGhH7DKiMpIVVTBfRvamD7D5pU1EN2MeSl7cFixngS/+yP+Dyu9BtcafXFYUVnClPEnx+Ap729vsqYo3Lwo21xLfUSc48vgGVTtDppK3GoOWkY3Vgi2vue/sk1x7/XlOHanZffmbFCubzLZn/MUzj/PHZoL3idncUVWaiKAuc9zsvpZdqRQzGUkCaiP46v0de298k6AEhTX80CNPM6/Xb9CyRotByw4Y8H2CoeDRI8TIxat77Mw9ADG21KXk5GZu3Qsx4UIkEpHicHsgjKsssm+OjlL93N9+znd+fP59DLFPJUk3tGZrKZFKEKMnYSitpguBlbGk6QKj3QXbey1VYRBCcGJjzNH1itlswdsusjouIPqcWLB0rNcVhZaI0rAyNggliV0AEnMXMcawOko4H7BWszo2rNQarQW1VZTasLfoqIzEGI2Mgsa36NWaRRtYuMBGkTBKUheSLkCMuRVxXBeMS8N4XFBXlpjy3Ki+ifxN3+mxN+/wfZTWfOnpVGRc24/0cx8wYMDHh7vxbCJ3aewnk+zzxN04NncxaDoXuXEjLc9OC7gjz5YmMSoUhR7hQuzF+4jjj3+Bay99G5RES83ao08RRmvcr7e4+o1nKbQANDttYuPS21STFUS9hjl2ivnbL+KwmI1TzBpN98ZLPHhunfe++TKrq0fott9DCPDfeYGTP/RXuXRtxImN7PnUOI8QgkorZkuP7RypMhSFp/OR42WN84nxSLG1Fzg90qxMa9ZGlrE11GWBEpKE6D06rvNsPm95dnzg2QEDPrv4KLRsHK2R6rXctdy/zmEtG2JiJ9YkU0O6nZbVOL9KJycIJMdN4Nrugj97t6UqjqHmgulYH2jZF96FphsDEa0Fi6VnrYJtYWnDGmUh2Shv1LKvNMd44ukVupf+ANbuZzdqrAbx7kv8wNmv8M0k2a06Ki3QVqOivKOW/eL9hvTGH1JbjenHQ9LFlzn5pVPoQcsOGPB9iaHg0WN73h0sEBmJ3blnUnesjss+NSDQOlAyi2MlxUHV/OZM7M4FYspi24eIktnQM8ZI63KcV4yJ1CebaCOzSWlfaZdaop3EC5+TWWKkspL7j01YHSmcT0xKhTIFPkbalA2j6sJwaiqwYUEnKygExgiSFGilkUAsBM55EoLKKiT5ORBQVobRuCDFSEyCY2s109qSIphCErqECYp1KUkCutZRaElda4xROAcuJJTaH1tRlDrPagqRR33kTYuEEPmcJbhh9tSFSOf9LRX0AQMGfH/ibjw7riyujzpUPmF0ugPHJkSzQ1zOiLamE+Mcswg38Ox8GWh9gpSYMAc3Q5RjlnJM50MuiAiBEBEhchy2D4ly8zE2JkdJyz1EOabRE1rnKdpFNqyTeU76WB3QqUMVljQ5StA1XTJAQkWP1CUhBHS7k71A4pjxZo1MHVIXLFKBKQwbpaULidrn8RUhBIGWemyZFIYmRNqmY1JailqTYmLR5rjZqtLURlPaPDYpRI6dVVLewLP7oysDzw4Y8NnGZ0XLaqVAKEg5RjdaMFaSREJqjRbyBi2rlGSx9DifCwtVIbFWZR8nWo6uTphU96Zlz9Zz2q2K0HvP7ftLFaEhDVp2wIDvSwzfvh7B+5vuyYkpIeT7U0o0XUBKSUrgvM8u+jIbvymZ8tykC71ozwJ8f5YvxEToHC5EZgvf53175stA4xxKZqOh0liM8kghmLctMUgiOaIxhQBKsmyz30YXFc1egwBcgOAC56bvMX/peZYxIqTk9JNf4rI4mRcmOrSWkBLzZaR1MXtsaJBJUBpFoQTexXx8KUASFMbQ+kAMiSTAqGyOhBCMS83q2FIWFqUkTesJcX/ByhXwcW2xRuaK/00LxL6TtPO3ZpNDjp4cMGDAZwN349mUDE0X8ndeS1zjbsOxkvjuiyzePN8XZaE89QRh9cEceXiIZ1uXnfxHs9fZffU5fPAoqRidfYK90QMgIrPG4XzEKs1IzdFhTnRjLvuKRacQXlLYQAyBgpqTU7CpYWQl83ffQqyskRY72LigE8fxCRQQpSG4iPOCVk3zzmoK7HYCJUuM0AhVkwAXs1/Ivtm1Vr33hhIYqykAUVvWJ5ayLJktWlbGOUZSCbBWMa0tRaEwKnug3Bg1e92t/058OvDsgAGfDXwWtOxi6Q6STFLK4StxDxajROsixrtsynmTlk1230A1d5nEkFBK0er6fWnZkS1RVZFNTklIIZBSYcdT0qBlBwz4vsRQ8OhRFAYpmwNSklKgEViTq8WJhNHZITrERIwg1HWX6xATnd+/2L8Ocfj3LuBDJMaEd5G9piP6RNf6TNZRYaViGXLGS9MlagM+RiQRj6BZdviQiCnSuo6UYFRqrBU8cVyx8+3zpBCQUjCpJIu3zjN9bJ15qwkRQkoUWjOqLaLpcC4hVPbmMFJh+rgtYwTeR1ry4hD6eU0ZwRFIMWFUvk8oTV1oYhLIItH6iFaqT0yQB0ksSoo7RnLdacRxGH0cMOCzg7vxbCLlNmHVxyTehmPTYovFm+c5iBdJieat8xSTIyzl5IBnE4ngE7WYsfPqs6QQCD4SRWT2+nOMnjrCu40lBDBScMy9yfK1F/B9EeX4mXO8wjHa1gOR2hiOxndIpcS/9SptO2d88mHk9BgpBeLOJQplsA88QbN1hT2XvUKmDz/Ohabm+OlzLC6cR4qEEpL6gSe4yojKuLzjGnLiY0ggUzYhFftJuwK0VpRlTuwqC0XnA1IorBZoJakLTWnMXTk2n+/bfy4Dzw4Y8NnAZ0HLro0tFy7N+yhaOHGkJuhE9JHOJ1J/bDdr2UuN4eEHn6R780WUSihlGD9wjqu+wmh/z1q2wTB94An23sicLaVkdPZJRLWGGrTsgAHflxgKHj1W6oLFpOXqnusjVAVHVko2VspcYUZR2kz2wgeEzgkkh3P99heYm02ZtZL4ECDl59VKsmhbdvc6tIYQAZFYtgEpW4IHUsRHEDEQosgGSL4X7SHRhZRN6ZSC6Ok8rMsOKkVC5YQBLQkxoJo5Ma4iAmBAiUhRaAqt2V1GlFA5ulELysKgdU5SKQtDFwJSJCqV48hEgtbnyLLSaLRVFDq/d2slpir7GN7c9lfavOt4eEG4nYGT1ZpOxYPWdACjbjU3HTBgwPcv7sazTeepivx993fi2GZ+w20AUkK5BbJaoXO5K0TIbEQXlru0jUPK/s8EOOdxi10WywkhJY5Xjr3XnyOlLOCFgN1Xn2XtwQnvtNmH6WS1y97X/ztJStZPn0O6hhgDcrqGu3YJPdlESIEvJ0yffgy9aAnlGpfDlLLt+A73cfSJTWoaxrVl2QaOmparsiSGyFguoFsQTc22U0zGmhgTlQVTWLRSB4GM01GRO0IkGCPRKideHY45vJNJ3sCzAwZ8tvFZ0LKj0nDq6ASNwItIXWp8jKgIKYBCgrydloXt4n6OPH2UIrWIcsJurNBLjwkBLyKlEjl2txB31bJ+8xHW1u9DuTkUI1K1OmjZAQO+jzF8Aw9hY2WEkEuc8xijWZ9UB4Qm+pjZEPMu5H7tO/VVciWzAA0hP1dKufUu/10AIRBSgg/Mm4ZZ45g3geQSHZHSQBOgbSVNgFyAFyxaQdNFui7iUqRpO+ZLx8q46CNvYWNU0QaPLQuElMiUDhy0Y4KFKFm0jtncUbSCpTGUTcRqgQuRJAUiJGISdCFQFaJPAkhIIfERgk9EAVIdijSUggMZLvI50koeJCH0J6iPvP3umeDjOkelVYVhVOlhgRgw4DOIO/FsaTUhJDof78yx5QiEIB3qDw4JWlHSdQ4pBT5A8JHGdYAFBCu6Q6cOazWdC4xqWLa7NMkypiGOKrwwbG/tsFw0RBJ6b8bFawWr44LHzTYqdogY6N5rYLlDbGasnnqcvVf/jJQiav0Uqljh0nP/J3L9frZbxfjsk+zKEyy7wKVkeEBe4+qrf3rguHr8wacQQrL98p/nIg+SI2fO0coTedRFK0qj8gWDEAiVBXpd2gNfJMgiPZBQ97CLOPDsgAGfbXy/a9lF40kyFxSU1Egpcd7j+mPcWTgqp26rZRcu8k6wSFlSJY3SkcJqGueJPuV/AgSZkPrOWlZKiShWSfVafyIGLTtgwPczhm9hjxAjTecpjKYw+bQ0nUcp0ZOuRAqRYwGVoHWBRdOwvRsoipJJXVIVimUb0EqwaHyeIVeglaIwAJGli3QuIULCRU8bEs47due5fzl5i08BawwyQVKCnVkLfQV+d9YBAh8TRkLwgRAiXRd4vRE8c+ZJFm8+nwU4En3qMd7pClIKTGrFetEyZkGnarYbi48JbTSLLqB1QstAIqBbidS5eJEQNG1LCInCKEISFFbgfcJqiCnPM8YIi8bhQ6QqzIFpU+jdqu8lmstqTV1q5sMCMWDAZw7fjWe/G8eGYow68Rjd289DSnQ+UZ4+x26siTEd8OyiDTifiKHi4QeOs/vN/y+mKunevsz4sS+z+z/+X5x85MssnIC33mR27T1ijBw58ySvLzpSjHhd4nwgpERVWpybE72n6xRVXZN8RwqRlCJ6tIpYP8nyzRdIIYLvCMGy++aLnHp8wk5oWZtU7Jx/GSEk09UJEk+59yZBlmSqTDjv4e2XeeDRKYulQ5sxM69JQqCUwihJ6yIxdhRWUVp96NwOPDtgwOcdnwUt2/lIaTVCSYJPaA1thMpoZr6jtIp54yEIlm2kNtl49HZa1nhNVWpUz6H7WjYFgQmColSDlh0w4HOA4ZvYw/fRWocRYmLRekxvJqeUpBS5te7y1py3L8/JhL3HidWKk8cnpCjQJiGEouwdogXQuvxfLQWl1SgZUDOBTYKlTwiZ0FJTW8lekzAIPIku5NgtiSApMKVEkj03CqXphERZQS01rY+86Y9y7NENirhE1GPeawpEiIxRnFLvsfvaswSR0EJy+swTvJ2O00bPsg0oJzBKIoWhSZ5RZVBKkdqAUtkdO4iEEnlnIEaBCwGpJE0nkFIgUuo7IxPWaKzO1fCbu9A/bbjTzPuAAQM+PNyNZ6XI3RqlvTvHSn0/q49sYOMSIWv2Un0QxXoDzxrFsXKXK3/+pxx9+sfxF19E1SssXv0z7OQIy+f/B/VjX+Xy1cuM1o+yd+Vdmjef49j9P8CsOMKrc81opDg7TVx85WXue+Yn2Hv+D6k2j6OUZvrD/zeaRUP92A8TfKLYPMHivXcRsiVIg7GW9RVD9+LvE4PBG8f66jpCKOavfwNFQurE6NEvY6ylcwFTWDZWLM1Lv4/3BqE162ef4Fp5KhdfYqRzEaslicxbo/J63OHAswMGfL7xadayVgtOTROGJTsTzVvb8hYtu2IMD6wnirAg6DFb3pC0oPAan2CMwaeIDwk0iJRwKVJoRZtu1bJBeZTiFi3rfSRKECIOWnbAgM8BhoLHXdB0DuklVmdzIoBRadnaWfLGxRk+RCSJRRd4eeEYVYqqqlh2kVElsVoeJJaQQGtBEhIXJDFJ6sLiVMRhUQp8SCgtsRaiTASXKLTEGA1CEHykNpaQIlrkinZhJeNCsRSCRRPY6Txd1KxNNpgoTYweLQWrZcfy5fO9e7XE+URz4XmOPLrJGzsCiSAC2koC+Vidz1G1hdUYBYs2V/lLqxEpsXQBkQQScCFQSJXb/URuKxci9jsK4iAW8f2i854Ys+HTR9UW2Llwg0DYdykfMGDAR499nlVS4Hw21Jst3V05tgslk3pCTBBT4iBDIKUDnqUD1e5A1+B3LrN48wWUgBQ9ahIRwUNoSDEyD4K4dhqVHHrzNOcvj9BCQIzUoiV1c97dlpz4wk/Qvv4tgvAs33iDyX2nccuGbvsybm+L8dFjLBrPTjCsrk9Zvv5niNX7AUFIinT5NeTKJpKcspIQLN98kfrEOVzXMVlboX39z2DtJEYoBJmnV588ysxLUl/sLksFCZzPI0BWX29Xf7/4ODgWBp4dMOCTwqdBy44LxWPlVZZvPk/wgTGCHzj9OK93xwgpa9nVSnPUf4etV56lCQGjNQ898jQ749Nc2W4xIuHI0duF1RRGsWgCQuZxFO/iLVpWSUkMgpDCDVqWJJjUGiPEoGUHDPgcYCh49NAqGzfFniycjzifGJWZ3QTQ9eJysZjje0OiKNLBzzuto6qqnBAQPPRuzpDNnHxIKCkpjCQlg5SOwkiqQqN1nlEsrKbznrKQOJ0otQLp0EISYqJpAkFE1lbsgbGUtYrthSekhFASIXIGukiaUaVoXaRgSUPEqlwoMSbniGsWFGZK0JEQQJHvn9QGhCIEB0JSGIs2HikkMSZCFIzrbJQn+igBJQSFVQfvN6VESumgjfL9IMTI9l6bc99VXmg6FalK/aFWr0O8/W7IvbYtDhgw4N7x3Xg235eYzfbuyrEhZo4VUh9wLNAL1GyCh4EkVxFKkaRBKA3RI4QEIUlKgylRShKkZa8RFGbM0k+wSjAqLTFFVG1RWmOt5t1vfr2PjxGsHn2YrW9/DbF2P271DIaAbBv0+hkmO+9Ri5ZifYOrUSNlYhkV06JEpEihEpJEuXaMiECKjqVRGBEQqxvsJoMgoVWebVduDqYiRdBaUhrdd3zQRyfKG+Jn7xXXdhs655FSYrT8SDgWBp4dMODjwqdVy56ZRtwLL2AlRKPwPuLfeZFHnjzOO7N8KXK09sy+dZ4YYl+9TczeeI7VZ46wrA1tF7FFIrSCWiuSFNSVQEuBUIlCqFu07KiUVIWl6xqWXlAYC9JRhv0CEIOWHTDgc4Ch4NFDSUllNZ2PpJQIMVFadWDQKaVEyUCMkaIoUGoGCXJNGJQSjI3qTePyrDWAVqCVzpGKKRKTYDoqsEaTSPgIkzqw7DzWWCqrmEwsSiqCiyQS07EhiXwhYKREKkllJVprtBQ0yyVWC0alRsrcute5wN68YzyqKArBWK2h6wJFPoZIn6IyXWPTlsToaV1ACYnWisLoPk/d4GNuYRSypO0CgoCPEtMntxgl88xlITB925+KMT+PzQTvQ7xnYm9dYGtvyWwR+nMbKW12B49EjNL9Z/a9V6/v1J74aW9bHDDg+xHfjWeVzBfxxhiUEnfk2PwYiyCRSFitUd0uIs4QdoIzE6xWLP0x1r/448xf/mOmj32Z2cvfoFg9QtssmTz1ozRBUW2eYDcVTEaCyQPnuGTXOTvK7d9lYRhXmlI8ib/8OoGEkBKzeoTOeULnscHTUeKFIFnJ5tGj7BEwoynNO6+wNpI0xQo+gDerTKZj2LuCJNBdvoBePUqxeoSjGwVpcpTtZYNxASGywEZIzHiFKlqSSAdJNkYrVIwUVqEUSCHel7i9ur1gd971t2L2ZVLyQ+dYGHh2wICPC59WLTsS13DV9SKCEgIhBXUZMNNNtBRUi++wELlgva8XQwx0812MPY4ZwaiCznlKBT5KQkokInVh6Dy31bICWJ2MGflATJFxZXtdO2jZAQM+LxgKHodgjUIpQepb9po23PB7oxVloTi6PubUkZZ3ry2BRGk1R1crxuMarRRlAUdWa2JKCDJBGsD5Pvc8JSa1pS517sQAupCojMQn8C4b5UkEnQ/EmM2ljJKklBcsq/OcIQikTEyaiDX5eDsXEUrhU85gr4whKMPKQ0/j3nmeFBMRGJ15knayxob1RAzOBVqXW8qN0hRWUFoD5EpxIlFZiRAFy8blHHSrsFpR9tXrfWitqKyGlI9nH9+N2EOMuC7gD536EBJNl5MbjAbU/mO/9+r1ndoTP2jb4oABA+6Ou/Hs/kX85vqUU3vhrhw7HRm0koQYEZdfYvnm84h+VKQ89QRu/WGMVrj7f4TpkbPQ7LL+2FcJXUNVjph1Ei9L5H0/wKSdgR3R6TFrSSBlhdXZUE9LQbP2EEU5wexdAamZecVIaJJURGWwKKQUFCLQ7Gzh24au7RideZzmreeZjKc00TA5cw5/7R2C7wjzLYRU2NVNfNvS7L5LufkgKw89xeLCeWLMcY71mSdoiilrJifMHCanwmi0lISQCGSevRfx3HlPSjeSXNNGtMqfwYfJsTDw7IABHyc+jVq2DAFpDVLk4izk+PBquorSOU1LqhUKa1DBQz+6EpOiUzVSCurCEGPEGkldaFIEFyJGCcpS03V307KastAHWpaUBi07YMDnCEPB4ybsE47u3aFvztKu+gLAY6fXsrlc26L1lNoWjEZ5V3JU2AMi3DcQinFfjF5nH6sVVaGQIlezl40nuMyOKYDUgvVpgXORGBNCCkJfXYY+plDAqCoYV5m0nY8IKSgUjOuCsj8OHxOz0RnWnj6O6GZgJzRqjJaCjRVLAtou5PhDIjGC0bnNT+aN1tw9IvNoTWGy+ZUUEgGYMr/3/ZZI3S8YhxeIfD7uTuwpQexf6zBinzpz8/3fa/U6tyimm+Ye339r+IABA+4dd+PZwmjGtUWe5p44Vne77L39wr75P6RE89Z56pVjeLsCUhGL+5Ar9+N6nm1cwJmA9wkpBXa6QkoRK+UBx0opsSJSxBmjuGRPlYgzX2Lv9fOkFGlmC45+4cfZffc7eW9UCKqTD7N87zsHhRjnFfXDP4TZOEG9ch+pXRDevcD4oS8S9q6AkHRbVyjGR5ECVDcjHHuM1fUTpHaOUyWdaGgiVwABAABJREFUmlDLnB5QWg0iHcyCKynfN8dCnsox5sb7UkrEGD90joWBZwcM+LjxadOydrLG6KGnWbx5HsiGoNWZJ2jU+EDLUq4xfehJdl99jhADCMnk9Dm29ISqP44EmN4wVYgEmP59CibVoGUHjh0w4PYYCh53wX6W9u2MhtamFWWpCSF3X1itbjuPt09isicj50Mm3ABWmwPn5857lp2jc7n6HEmE6ElorNE5xSDlcZUYYja8C1mgppTjYhedQ8SIMZLRyFJbizHZzT9FASKxlBNUPSX0O5eFVVTW5F1S8gIWY6TzmdyFyJ0kzgdA9knlIo+89DsIh9/z4ffuw40LxM3n5HYQAiRglEKr3okbkCLPmO+3AB5+/PcKa9TgbD1gwCeEO/HsvXJsXM4OSGVfOMcYCc2MqCcYre7Ks8QAGLQ2hBBQKs+rCxJ2+zXat19ACElR1ajxBvrpH6FddIh6yjU9ZbL5KHQLsDWtUIRLbyFJSCGIwdPOdjEPfgk12kAoRSMSfjHDXb3Ye61K0JZEQ7JjYoRGTVHjFQqj0Hfhpg/CsZDPszEKrcQBxwohMEZ/JBwLA88OGPBJ4dOgZQMaNh7BjI4g3Bxhx8ypSTEnrexr2XZ0BvX4GqbdI9kJe3LESJsDLRs6gVYCIcRB0UKrQcvCwLEDBtwNQ8Hju+Bubsr7FfI7IZsIxX7XLBNP6tv0enekAzifW91CSPiY/5uNkjqsyZVpF0CKhA+JSgMJWhdxLhDIrXtKKbTVaKHQWuRFIuUEAylSNkzygRhBSwlJ0LmQWyD76vD+gpbIFeIY48HP199bXhy1ujOhfpAWOyUlxuYLjlFlcCEgBFRWY7X+yKrXw8IwYMAnhzvx7HfjWACKmpwemOOygZzSYkckbiSbm3m27QIpJVwQjCv6McE8e12nGe1bz6OUyskxr/wJKUbk5lmKU8+wp6coKWj0hKQm+XiNZHT2CZYXzhNCJCEYnTpHp1dQLmDLFerTT7B48zx65Qh+9yrVmSdplwvK0+dyR0qPe+nU+KBtzFZrjFEHHBsjFEYwKouPdIdw4NkBAz4ZfFq0rJAjnB4hUzY/rQpu0bJNqFG6oiwspZAoCcZIfIgUVlIYMWjZu7zugAH/f/bePUqWs6z3/7yXqu6emb2zsyMJSbhplJDACQQSAgEMggGjCQHBA6LhiBy5HBH9eSMqCwS5GI+AigeVJccla7GWRxAhEDTAEYXILRE8QUPEcAmQhAQIyd4z091V7+X3x1tVfZmemZ6959Iz83zWCuyprq6ueqv7+z71vM9FWIk4PMbYDO+orwzpEJOQuRAJrgSSSKcaHMkzXbjU+WSxW9Dt9lFKE6qJpHABHzw+aLSKxADJhFZ4DxDTZAJ454lRoUyq4G+0xhow2qBVJeo65V1qpTBWYW0dqpgM62HvcJ5Vk1pMBab0BAf3equIxxpi16oM8eRVt1gzqIwt3mtB2P0c7++4fn/pApiDtO5/Ft1bb2o6qMw/6Gx8+xAGVtVZH6vaRCEQY6iq8YfUxSVGVH+JGCPZ3DzLt9yQjh0jOhT0vn4zBx92CmV2EK00tmoL62OkOOEM2g89Bdc9gsoXKNonNOfhQ8Tc90wOHLovoXs0dYgJYLMOPXtwxXVulcYCHJzLOdqxhGBHVn1FYwVh97MXbFmrdarrpFNkRN1+W2xZQRA2ijg8htiMHtZF6Smdb8LovE4hgoVLomqrtlQAhfOYoDi61GOxV7LY8zhfYm2qsm2NIrM2tYElVezXSlGfYt1PXUG1splWOFOOokLpJMrWaOrKSTHGVDRKq5G1z1rwJwmvUlCElbPENCF4xxpit1r7L5kYBGF3c7w6W7+/DlfWWpGf9GDmDpyC7y2iWgv41iBSYjWd1SaFYluryYxpdLaVpUJ1Wi2kCBFf0PQAVxpMDiGiimXID2KNppUZfEhh3mWIeD1PmJsHIB8696Szitg+hGofSt2yqLS83F6NhcmrvqKxgrC72Uu2bP2CNakORym2rCAIx4A4PCpW62Fde62nEbj6GC7EqnWVao4Tqm39MlRpKamgkguBXs8RQ8CYlPNYes+CVhhjcR5idESSN9kYjY6eEFXlsfZYo4kYQkxVqa1OIYBW6yZML1W7pppEYuOdr1kvNO94iiGJsAuCAMevs/X7faWn9bF8iBT6AC7vABpVeLz36+hspJ05rLWUPuBjJLe6yg0HZw7Quv9DCPfeBlqjCGQHv4duzNBGYdoLjcamVo1D16VSBdVpdVY0VhCEzUBs2dWvS3RWEPYv4vComBTSVjqP84oqWm5dL3mMydPtnK8KFEWigdI5+mXk6FKXwg2/IYDSdHuOECM+BmLVwupu58lbHk1JZiGzOVZ72rmhV6TCS1rFJkSulWvmosGYKnewWrUsXKCs+rHHmHqstzKD0YPrmEbwpRiSIAjHy/HqbK2xoYrwKN2oxoYY6PZKUrk46BVuTZ3t9RzWlszllnbLkM23m3Dpbunxrftz8NT7cHDhMN3bbqHEYEkpM2HuBDpjGlsXxmvnKWKEobXH9XRWNFYQhONFbFmxZQVBWIk4PCrGvcKh8nBndiCGaxWRK5yjVzj6RSCzGqM9PkCvCHT7jsIFev2I847godNWHO0GMh25d9mTa8Vy6clNypNEZ7hljzEeHy1KB/oloPoUBUSVeptbq8kzQytLOelWq6pTQbog5zylG/ZmQ6eVClQdS2ieIAjCsXI8OjuusakgnW80NkYofaDX92jtyK1BqcC9y26izhY+pcO0PGiVWiDazKNUSQyR5dKjIqDn8d/zX2if+L3Y4ii6fQCXndBczKjGRnKb0ghNpjdsWIvGCoJwPIgtuz6is4Kw/xCHR8V4qFtdB2O4mjNM9p4vLhcpJDoE+oXDB0U7zzAh4H1I7anqw0RYLh3eQ+GgFwOuDASlCDFQRnBeEfPAoosc7JhUwIlq1bHnsMYmD3wV0p1bDUqhYqzOueob7jwRRW6r7oeklmLOB1qZ3HpBELaXY9XZ1TQ2s4aiTEuNmVHU3QOLwkOIlC5QFH6izhZFILOGUkU6VZh0v3BYUxXkA3yEfuHJrSaYBWjP087tVBq7Wu62IAjCViG2rCAIwkpEKYYYDnUzEbynyc1Oed1JyJ0feJML5yj9oOCStaZpfZWM8YAmYEw1S1SGdnsu9RTPjCZYRSdTLPZhrm0oXKQk0C8CZW6wIaaU8OpDVPNHbHIq69lrZEqL6dzNGu22BEEQtpP1dBZAhzCVxraspm8smtQVYFhn+4XDGLOqzqI8/SIQCt/obIxJT1vW4BRAaDRW61QkTzRWEIRZRmxZQRCEUcThMcZgRU6zWBTNBABQxki7leEJ1b6xqTINNCHWoPHeozBkmYG+w6DIrcYFRadlyIzBG09AoZQjasV829BuZUCJNYaQO7ROFaut0VgNNrPEUNf2hxDBWo0xBjXUIx3AGIMd8+I3XVsEQRB2iNV0tnAeqxVG5xQhrKmxCnAhYq1GaU3hUlRFbjXKaAyWsgzkRk3U2Rhis1xY6+x8bmnlWer8UolniOn1uiuBaKwgCLOO2LKCIAgDxOGxCj4EjNGNNzrEgPcpFK8ODfQhkpK8B2TWoJzHmGR4a60hRrqFY67doe8ygk8FnpZ7LnnhQ46xCu8i7bbm0EKLAByOaTJoWcN8xzDXylGqKkAVIpD6kx+Yy1OnAK9Hqk/nNp1D6XwTBph6msskIQjCzjOssy4EbOVQqHV2NY01IWCtRgN5O2s0NgQ4+XAHYsQF6Jeedi9bVWd7paN0gU7L0skthxbaZJVmZtbSigYFzHfy1HrWR9FYQRB2DWLLCoIgiMNjVer8xsbLHMATqtaDg2C75N2OI97zzBpa+WBo5zs5ea7RSpNnbYoisNgtiCHig8GaVNXf+0ieq+QRj5HM6BT2h6KVGzp5RlF6jFYjol9X2zY6FZwKAbSG3FZhjVXHgtob7nzYUIEnQRCErWBYZw0QdL19oLOTNLaVWdq5pXRpW62xIUCeaeZaOYvLxVQ6C7HpBjDfzvE+HpfGGr3xYqWCIAhbgdiygiAI4vBYlfFK16rZPnghVb+GTtuSh9CIs9Gaogwj78+MJc90FXJN6ppY9RHPjG6KMLVbhhiSkOsqz9JWbbd6hUNraLfsRGO623dNz3QTFYtFMZLz2C3dyN/rtSYTBEHYSoZ1Vo1sr8KcV9HY3Fp8WKmxmOTwAFiYy6fS2UhV3C9C6cJxaawn4r0fWZ0UnRUEYacQW1YQBEEcHqsyXulaa01maEIA69A6HahyzZNne/D+OGb0jvYHX2jnEBj1phvdeL5DhH6ZWi0uuz4R1Xi6M6OTMT9Et1/SK3zzd1n9v1Lp3EMI6bOUGgljXK01mSAIwlYzrLO6+nck6eX6GquPW2d7pcf7QL9Mq4mt3B+zxkI9L4x2RBCdFQRhpxBbVhAEQRweazJc6VopMK20qpg81npNo3bFeycI8cJcPha2l47fTExK4bynV6R8dap2XhAonCO3tvrsMDIhAY13vN7a/P9YGOOk1mSCIAjbxbBW1tEZ02js+Hs3qrOFC0kJY8SlzraULmL0sWksJJ0d19jqIwRBEHYEsWUFQdjviMNjHcbF3WhNjBB0WLHvuOBO4202WqdWh3Wnr1j/f90hIA69oBqRH47mjnHcvE7hijHGQfji0PbR/dY9RUEQhC1lXCun1dhJ713t+OM6u0JjqxeOVWOh2meCqIrOCoKwk4gtKwjCfkYcHsfAasK6UcEtypW53nWP81rMdX1QpQghEKqQvuH5pw71MzpSuND0Ws+taUKtx8MY0+cpCQEUBGHm2CyNhdV1doXGVh8QY6wK5MXhzetqLKTCe8CaIeCCIAizgNiygiDsF8ThcQxMkzs+Th3ulwo7mdQabMyx7kOaJJq8RK1QWpNZj/MppzFG0LmGOCz26XxKQJFc5FZDp2UxRq0IY5TuAYIgzDLHo7F1sb0YWVNnc5u6qSitMcbhQ9LPwkFuI94nQz7PzPQaW52f6KwgCLOO2LKCIOwXxOFxjEyT11izuFxQ+kDpPD5AZhXt3OJDJLejlaVTHnt97IhSkczm3LtYolWqRG2Nplu4akJJn2uMQmtNnqWVS6NVM+nYkWrWMjEIgjD7HIvGQirCp7VKLWarnPC1dBYimW1R+kBReDKTWtQmvQ6Nzk6rsSA6KwjC7kBsWUEQ9gPi8DgOphHcwjlKH5q2X1AXxkt/+BBHQvNGo6sVmbEUzpHZOpyvbtcYcX5QWCrGOsRPiuUJgrA32IjGwqC9og8pJNrqpJWTdDY5O1RTMA8cpYqNxqbjDXRWNFYQhL2I2LKCIOx1xEW6xdQFmSZptdGqKehU/z0s+pOIq7ywmTnvgiAIu4WRoncj2wcdCCbprGisIAjCdIgtKwjCbkYiPLaY2nE+rtVap7BpY0ArvSKUcFjcrdYYnUII6wJQRq8M79toLqYgCMJuZ6To3cj29EJmzUSdHTega50drv4/rLOisYIg7FfElhUEYTcjDo8tJreWwgRKaIQ+s6lgntFqRd5jzbDoa61p55YQAtYaFJURPzYBbCQXUxAEYS/QaKyvIzpSDY/c1o6KyTo7blhrrZlrZSiVVjEn6axorCAI+xGxZQVB2M2Iw2MbWJjLq8rWtqlsPY2ID4t+ng3CA9d6r0wMgiDsNwYaC/Md26SsrKezKwzrKar/i8YKgrAfEVtWEITdijg8tolBYbyNIaIvCIKwPpulsaK5giAIkxFbVhCE3YgokCAIgiAIgiAIgiAIew5xeAiCIAiCIAiCIAiCsOcQh4cgCIIgCIIgCIIgCHsOcXgIgiAIgiAIgiAIgrDnEIeHIAiCIAiCIAiCIAh7DnF4CIIgCIIgCIIgCIKw5xCHhyAIgiAIgiAIgiAIew5xeAiCIAiCIAiCIAiCsOcQh4cgCIIgCIIgCIIgCHsOu9MnIKyND4EYQSkwWvxTgiAIm4lorCAIwtYiOisIwk4iDo8Zpig9PsTmb6MjeWZ28IwEQRD2DqKxgiAIW4vorCAIO424WWcUH8LIBJG2RXwIO3RGgiAIewfRWEEQhK1FdFYQhFlAHB4zSowb2y4IgiBMj2isIAjC1iI6KwjCLCAOjxlFqY1tFwRBEKZHNFYQBGFrEZ0VBGEWEIfHjGK0xmg1tk1JsSdBEIRNQDRWEARhaxGdFQRhFpCipTNMnpmpKltL9WtBEISNM63GguisIAjCsSC2rCAIO404PGacYdGfNBlI9WtBEIRjZ9ywFp0VBEHYXMSWFQRhJxGHxy5h0mRgjFq1+rV4xwVBEDaG6KwgCMLWIRorCMJOIA6PXcBqbb0ik8tcS/VrQRCEjSE6KwiCsHWIxgqCsFOI63QXsFHRl+rXgiAIG0N0VhAEYesQjRUEYacQh8cuYDXRt0aqXwuCIGwGorOCIAhbh2isIAg7haS07AJSW684lveoqu1S2VoQBOF4EZ0VBEHYOkRjBUHYKcThsUtYq62XTAyCIAjHj+isIAjC1iEaKwjCTiAOj12ETAaCIAhbi+isIAjC1iEaKwjCdiOqIwiCIAiCIAiCIAjCnkMcHoIgCIIgCIIgCIIg7DnE4SEIgiAIgiAIgiAIwp5DHB6CIAiCIAiCIAiCIOw5xOEhCIIgCIIgCIIgCMKeY6a7tPT7fV71qlexsLCAUorf+q3f2ulTEgRBEARBEARBEARhF7BtER5XXXUVT3rSkzjzzDP54he/2Gz/yle+wrOf/Wye+tSn8uxnP5uvfvWrzWsf+tCHOP/883nFK15Bp9Ph85///HadriAIgiAIgiAIgiAIu5htc3g8+clP5p3vfCenn376yPZXvepVPPe5z+Xaa6/luc99Lq985Sub126//fZm//vd737cdttt23W6U+FDwPmAD2Hi64Vz9ApH4dy6+wqCIAijTKObtc52i1I0VhAEYYOILSsIwl5n2xwe5513HqeeeurItu985zvcdNNNXHrppQBceuml3HTTTdx9990AnHrqqdx+++0A3HbbbZx22mnbdbrrUpSeogyULlCUgaL0I68vLhcsdR3dvuO7R/vcc7S36r6CIAjCKOtpLAx09t6lPvccLbh3sScaKwiCMCViywqCsB/Y0Roed9xxB6eccgrGGACMMZx88snccccdHD58mKc85Sn89m//Nv/xH/+B955zzjlnQ8c/6aSFqfe9z30OTL2v94H+BKFvZQZjNEXh0Llt9i1c8oQfaGdkuRnZV5jMRu6HsPXI/ZgtZul+bIXOrqexQKOzwxoLA50VjV2fWfoe7XfkXswWs3Q/xJbdvczS90iQ+zFrbOf9mOmipe12m9/93d895vd/5zuLhBDX3e8+9znAt751dOrjOp+84eNkVmONTuHVfdfs63w6h27L0MrsyL7CSjZ6P4StRe7HbLFV9+NYJ56t0Nn1NBZodHZYY2Ggs6KxayO/69lB7sVssR80FsSW3Wrkdz1byP2YLbZbZ3dUpU499VTuvPNOvE8eZu89d91114rUl1lDqbW3az28bbCzHvr3ascQBEHY76ynsTDQWTW2c62zorGCIAirI7asIAj7hR11eJx00kmcddZZfOADHwDgAx/4AGeddRaHDx/eydNaF6M1RquxbQpTzQ65tWSVx9tohdaQW0VmzYp9BUEQhFHW01gY6GytsWlb0lnRWEEQhLURW1YQhP3CtqW0vPa1r+VDH/oQ3/72t3n+85/PoUOHuOaaa/jt3/5trrzySt761rdy8OBBrrrqqu06peMizww+BGJMHu5x0V+YyymcIwSY71iM1qvuKwiCIIyynsbCQGc7wRKJZMaIxgqCIEyJ2LKCIOwHts3h8YpXvIJXvOIVK7afccYZvOtd79qu09hU1hP73M50iRRBEISZZhqDWnRWEATh2BFbVhCEvY64ZwVBEARBEARBEARB2HOIw0MQBEEQBEEQBEEQhD2HODwEQRAEQRAEQRAEQdhziMNDEARBEARBEARBEIQ9hzg8BEEQBEEQBEEQBEHYc4jDQxAEQRAEQRAEQRCEPYc4PARBEARBEARBEARB2HOIw0MQBEEQBEEQBEEQhD2H3ekT2Eq0Vluyr7D1yP2YLeR+zBazdD9EZ3cvcj9mB7kXs8Us3Q/R2N2L3I/ZQu7HbLGd90PFGOO2fZogCIIgCIIgCIIgCMI2ICktgiAIgiAIgiAIgiDsOcThIQiCIAiCIAiCIAjCnkMcHoIgCIIgCIIgCIIg7DnE4SEIgiAIgiAIgiAIwp5DHB6CIAiCIAiCIAiCIOw5xOEhCIIgCIIgCIIgCMKeQxwegiAIgiAIgiAIgiDsOcThIQiCIAiCIAiCIAjCnkMcHoIgCIIgCIIgCIIg7DnE4SEIgiAIgiAIgiAIwp5DHB6CIAiCIAiCIAiCIOw5xOEhCIIgCIIgCIIgCMKeQxwegiAIgiAIgiAIgiDsOcThIazJW97yFn71V391p09jT/Oe97yHn/zJn9zp0xAEQViT/TgfXH311fzsz/7sTp+GIAgzxn7Uw+3k9ttv59xzz8V7v9OnMsKZZ57JrbfeOvE1sednF3F47HPOPffc5r+HPOQhnHPOOc3fV1999U6f3qZz5ZVXcuaZZ/J//+//Hdn+ute9jjPPPJP3vOc9O3Rmq/Oud72LH/mRH+Hcc8/lwgsv5IUvfCGLi4s7fVp84xvf4Mwzz8Q5N7L9yiuv5M1vfvMOnZUgCMfKfpwPHvawhzXXeOmll/LGN76Ro0ePNvs87WlP43//7/+9g2cpCMJOsN/0cNYcOKeddhqf+9znMMZM/R7nHOeeey433nhjs+3qq6/mzDPPXLHtR37kRzb1fIXZRhwe+5zPfe5zzX+nnXYaf/qnf9r8/bSnPW2nT29LeNCDHsR73/ve5m/nHH//93/PAx7wgGM63vgD/2bymc98hje/+c286U1v4nOf+xwf/OAHueSSS7bs81ZjK6+xJsZICGHLP0cQhMnsx/ngBS94AZ/73Of41Kc+xetf/3r+9V//lZ/8yZ9keXl5p09NEIQdZD/q4bGyHTbiNFhrecQjHsFnPvOZZtsNN9zA933f963Ydv7552/o2LNyjcKxIQ4PYV3KsuTXf/3XOffcc/mxH/sxPv/5zzev3XnnnfzCL/wCj3nMY3jSk57EO97xjua1t7zlLbzsZS/jV3/1Vzn33HO57LLL+MpXvsKf/dmf8djHPpaLLrqI6667rtn/6NGj/OZv/iaPf/zjecITnsCb3/zmLQlle9KTnsRnP/tZ7r33XgA+/vGPc+aZZ/I93/M9zT5f+9rXeN7znscFF1zABRdcwK/8yq9w5MiRkWO87W1v47LLLuMRj3gEb33rW3nZy1428jmvfe1ree1rX3tc1/b5z3+eRzziEZx99tkAHDp0iGc84xksLCwAcMUVV/Cud72r2X88nO7MM8/kHe94B09+8pO54IILuOqqq0acCu9+97u55JJLOP/883nBC17AbbfdNvLed77znTzlKU/hKU95yvoDuwr/+q//ynOe8xzOO+88nva0p/HpT3+6ee2KK67gzW9+M895znN4+MMfzte//nU++9nP8sxnPpNHPepRPPOZz+Szn/1ss/9a43jrrbfy0z/90zzqUY/iggsu4Jd+6ZeO+ZwFQZjMXpsPalqtFueccw5/8id/wj333NNE+w1raoyR17/+9Tz2sY/lUY96FJdddhlf/OIXgRQt8upXv5oXvvCFnHvuufzET/wEX/va15rjf+lLX+L5z38+j370o3nqU5/KBz/4QQBuvPFGLrzwwhFj+tprr+Xyyy/fsmsVBGFz2Kt6OCmCd9jefM973sNznvMcXv/61/PoRz+at7zlLevazW9729t4whOewLnnnstTn/pUPvnJTwJJA3/8x3+cRz7ykVx44YW84Q1vmHgO99xzD7/xG7/B4x//eM4//3z+x//4HxPP/bzzzuOGG25o/r7hhhv4uZ/7uRXbzjvvPAD++q//mosvvphHP/rRvPjFL+bOO+9s9lvPDv7ud7/Li1/8Yh75yEfyrGc9a0TzhdlCHB7CuvzDP/wDP/ZjP8YNN9zAk570JH7nd34HgBACL3nJSzjzzDP52Mc+xl/+5V/yl3/5l3z84x9v3vvRj36Uyy+/nOuvv56zzjqLF7zgBYQQ+NjHPsbP//zP88pXvrLZ9+UvfznWWj70oQ/x3ve+l3/+538eeZgf5v3vfz/nnXfeqv/dfvvtq15Pnuc86UlP4pprrgHgve99L09/+tNH9okx8qIXvYiPf/zj/N3f/R3f/OY3ectb3jKyzzXXXMPb3vY2brjhBi6//HL+6Z/+qUk18d7z93//91x66aUbvrZhHv7wh3PdddfxR3/0R/zLv/wLRVGs+55xPvzhD/M3f/M3/O3f/i3/8A//wN/8zd8A8JGPfIQ/+7M/44//+I/55Cc/yaMe9Sh+5Vd+ZeS9H/nIR/jrv/7rxjjfKHfeeScvetGLeMlLXsJnPvMZXv7yl/Oyl72Mu+++u9nnfe97H7/zO7/DZz/7Webn53nRi17EFVdcwac//Wme//zn86IXvYjvfve7wNrj+Id/+Ic87nGP4/rrr+djH/sYP/3TP31M5ywIwurstflgnIWFBS688MIR47jmuuuu44YbbuDaa6/lhhtu4A/+4A84dOhQ8/o111zDS1/6Uq6//noe8IAHNKl9y8vL/OzP/iyXXnopn/jEJ3jTm97Eq1/9av7zP/+Tc845h0OHDvHP//zPzXGuvvpqcXgIwi5gr+vhWtx4443c//735xOf+AQveclL1rSbv/zlL/POd76Td7/73Xzuc5/j7W9/O6effjqQUsqf97zn8dnPfpYPf/jDq0Yx//qv/zrdbpdrrrmGT3ziE/zMz/zMxP3OP/98PvvZzxJC4O6776bb7XLJJZdw4403Ntu+/OUvc/755/PJT36SN77xjfzBH/wB1113Haeffjq//Mu/PHK8tezg17zmNbRaLa677jpe//rXN/a1MHuIw0NYl0c96lFcdNFFGGO4/PLLufnmm4EUfXD33Xfz0pe+lDzPuf/9789//a//dUQUzjvvPJ7whCdgreVHfuRH+O53v8sLX/hCsizjR3/0R7nttts4cuQI3/72t/nYxz7Gb/7mbzI3N8dJJ53Ez/zMzzROiXEuu+wybrjhhlX/O+2009a8pssvv5z3ve99HD16lOuvv54f/uEfHnn9gQ98II973OPI85zDhw/z/Oc/n+uvv35knyuuuIJTTz2VdrvN6aefztlnn81HPvIRAD71qU/Rbrd5xCMeseFrG+a8887jLW95CzfddBMvetGLuOCCC3jDG96wIc/+z/3cz3Ho0CFOO+00nve85/GBD3wAgL/6q7/ihS98IWeccQbWWl784hfzhS98YSTK44UvfCGHDh2i3W6vevzHPOYxI5NpfXxIzowf/MEf5KKLLkJrzeMe9zge9rCH8U//9E/NPs94xjP4gR/4Aay1XHfddTzwgQ/k6U9/OtZaLr30Ur7v+76Pj370o+uOo7WW22+/nbvuuotWq9V47wVB2Dz24nwwzsknn9xEAA5jrWVpaYkvf/nLxBg544wzOPnkk5vXL774Ys455xystTztaU/jC1/4AgD/+I//yOmnn84zn/lMrLU89KEP5alPfSrXXnstAE9/+tObmgD33HMP1113XeMsFwRhdtkPergaJ598MldccQXWWtrt9pp2szGGoij40pe+RFmW3O9+92vSyK21fO1rX+Puu+9mfn6eRzziESs+66677uJjH/sYr371qznhhBPIsoxHP/rRE8/r4Q9/ON1uly9+8Yv8y7/8C4985CPpdDrc7373a7addtppnHbaabz//e/nmc98Jg996EPJ85xf/uVf5l//9V/5xje+0RxvNTvYe8+HPvQhXvaylzE3N8eDH/xgnvGMZ2zK2Aqbj93pExBmn+FUj3a7Tb/fxznHbbfdxl133TXyYOm9H/n7pJNOGnnviSee2BQgqsVjeXmZu+66C+ccj3/845v9QwiceuqpW3JN5513HnfffTdvfetbeeITn7hCyL7zne/w2te+lhtuuIGlpSVijBw8eHBkn/Fzu/TSS/nABz7A05/+dD7wgQ80Buvtt99+XNd20UUXcdFFFxFC4NOf/jS/+Iu/yPd+7/fynOc8Z6r3D3/O6aefzl133dWc1+tf/3quuuqq5vUYI3feeWfjeZ/mHD/1qU9h7UBKrrzyyubft99+O3//93/PRz/60Wabc44LLrhg4vndddddKybj0047jTvvvHPdcfy1X/s1/vAP/5BnPetZnHDCCTz/+c/nWc961rrnLwjC9OzF+WCcO++8kxNOOGHF9sc+9rH81E/9FK95zWu4/fbbufjii3n5y1/epBiOj01dB+S2227jxhtvXDE2dR2Ayy+/nEsuuYSlpSX+7u/+jvPOO2/EkSIIwmyyH/RwNe573/uO/L2W3fzABz6Q3/zN3+Qtb3kLt9xyC49//OO58sorOeWUU3jd617HH/3RH3HJJZdwv/vdj5e+9KX80A/90Mixv/nNb3LCCSdM1OVx6vTE66+/nq9//evNmD/qUY9qttX1O+666y4e+tCHNu+dn5/n0KFD3HnnndzvfvcDVreD7777bpxzI69vljNJ2HzE4SEcM6eeeir3u9/9+NCHPnTcx7rvfe9LnucrHp5X4+qrr+ZVr3rVqq9fc8016wrP0572NP7X//pfI3mVNW984xtRSnH11Vdz4okn8pGPfITXvOY1I/sopUb+vuSSS7jqqqv45je/yYc//GH+z//5P8d0bauhteaxj30sj3nMY/jP//xPADqdDt1ut9nn29/+9or33XHHHfzAD/wAkBwQtSF96qmn8uIXv3jN4lvj17hRTj31VC6//PKmlsl6n3HyySevCLe84447eMITnrDuON7nPvdpPueGG27g+c9/Pueffz4PfOADj+saBEFYn90+H9QsLS3xyU9+khe/+MUTX3/e857H8573PL7zne/wS7/0S/z5n//5uvWCTj31VM4//3z+4i/+YuLrp5xyCueeey4f/vCHed/73idtDQVhl7Pb9XBubg6AXq/XOHS/9a1vjewzbh+uZzdfdtllXHbZZSwuLvLKV76S3//93+d//s//yYMe9CDe9KY3EUJoIiaGa73VY3Dvvfdy5MiRFYuPkzjvvPO4/vrr+cY3vsFP/MRPAMnhcfXVV/ONb3yj0diTTz55JKp5eXmZe+65h1NOOWXV66w5fPgw1lruuOMOzjjjDCDZq8JsIiktwjFzzjnnsLCwwNve9jZ6vR7ee774xS+OtH6alpNPPpnHPe5x/O7v/i6Li4uEEPja1742UlV5mKc97WkjFbTH/5vGuL3iiiv4i7/4i4mVmpeWlpibm+PgwYPceeed/Pmf//m6xzt8+DCPfvSj+Y3f+A3ud7/7NQK40Wsb5iMf+QjXXHMN9957LzFGbrzxRj7zmc/w8Ic/HICzzjqLD3/4w3S7XW699Vbe/e53rzjG29/+du69917uuOMO3vGOd/CjP/qjADznOc/hbW97W+M8OXr0KH/3d3+37jlthKc97Wl89KMf5eMf/zjee/r9Pp/+9Kf55je/OXH/iy66iK9+9au8//3vxznHBz/4QW655Rae+MQnrjuOdc4owAknnIBSCq1F4gRhO9jt80FRFPzbv/0bP//zP8/Bgwf58R//8RX73Hjjjfy///f/KMuSTqdDnudTtUx84hOfyFe/+lXe+973UpYlZVly44038qUvfanZ5/LLL+ftb387X/ziF7n44ovXPaYgCLPLbtfDw4cPc8opp/C+970P7z3vfve7+frXv77me9aym7/85S/zyU9+kqIoyPOcVqvVaOf73vc+7r77brTWjTNjXFdPPvlkfvAHf5BXv/rV3HvvvZRluSLNfJjzzz+/sTW///u/H0gOj8985jPcfPPNjd1/2WWX8Z73vIcvfOELFEXBm970Js4555wmumMtjDFcfPHF/PEf/zHdbpdbbrmFv/3bv133fcLOIE8DwjFjjOFP/uRPuPnmm3nyk5/MYx7zGF7xilc0hTs3yu/93u9RliU/+qM/yvnnn8/LXvayFR7lzeTQoUM89rGPnei9felLX8pNN93Eeeedxwtf+MKpu5TURenG86+P9dpOOOEE/vqv/5qnPOUpPPKRj+TXfu3XeMELXtBEZfy3//bfyLKMCy+8kJe//OVcdtllK47x5Cc/mR//8R/n6U9/Ok984hObNI+LL76Y//7f/zu//Mu/zCMf+UguvfRSPvaxj011ndNy6qmn8ta3vnWk8vjb3/72VdvPnnjiifzpn/4pf/EXf8EFF1zAn//5n/Onf/qnHD58GFh7HD//+c/zEz/xE5x77rm85CUv4bd+67e4//3vv6nXIwjCZHbrfPD2t7+dc889l0c/+tG8/OUv56EPfSh/9Vd/1axwDrO0tMQrXvEKHv3oR/NDP/RDHDp0iJ/92Z9d9zMWFhZ4+9vfzgc/+EGe8IQn8PjHP57f//3fHylCffHFF3Pbbbdx8cUXT/xsQRB2D7tVD4ft4d/5nd/h7W9/OxdccAG33HIL55577prvXctuLoqCN77xjVxwwQU8/vGP5+677+b/+//+PyB1SvyxH/sxzj33XF73utfx5je/mVarteL4v/d7v4e1lksuuYQLL7yQv/zLv1z1XM4991wWFxc555xzmms68cQTOXz4MIcPH+ZBD3oQkNIUf/EXf5Ff+IVf4PGPfzxf//rXm2LT0/DKV76S5eVlHve4x3HllVdOdJQLs4GKMcadPglBELaGM888kw996EOS1iEIgjDj/PAP/zCvec1ruPDCC3f6VARB2Ge84Q1vIITAb/3Wb+30qQjCpiMRHoIgCIIgCDvItddei1KKxzzmMTt9KoIg7DOOHDnCddddx8Me9rCdPhVB2BKkaKkgCIIgCMIOccUVV3DLLbfwe7/3e1J3SBCEbeWjH/0oV155JU960pO45JJLdvp0BGFLkJQWQRAEQRAEQRAEQRD2HLKUIAiCIAiCIAiCIAjCnmNPp7R85zuLhLB+AMuJJ87x3e8ub8MZCdMg92O2kPsxW2zV/bjPfQ4c0/tEZ3cncj9mB7kXs4VorLAZyP2YLeR+zBbbrbMS4QFYa9bfSdg25H7MFnI/Zovdej9263nvVeR+zA5yL2aL3Xo/dut571XkfswWcj9mi+2+H+LwEARBEARBEARBEARhzyEOD0EQBEEQBEEQBEEQ9hzi8BAEQRAEQRAEQRAEYc8hDg9BEARBEARBEARBEPYcM92l5ZZbbuEd73gH3nu897zhDW9AKbXTpyUIgiAIgiAIgiAIwoyzbREeV111FU960pM488wz+eIXv9hs/8pXvsKzn/1snvrUp/LsZz+br371q81r3//9389rXvMaXve617G8vMzysrQTEgRBEARBEARBEARhfbbN4fHkJz+Zd77znZx++ukj21/1qlfx3Oc+l2uvvZbnPve5vPKVrxx5/VOf+hS/8iu/woknnkin09mu0xUEQRAEQRAEQRAEYRezbQ6P8847j1NPPXVk23e+8x1uuukmLr30UgAuvfRSbrrpJu6+++5mn8c85jG88Y1vxFrLF77whe06XUEQBEEQBEEQBEEQdjE7WsPjjjvu4JRTTsEYA4AxhpNPPpk77riDw4cP8+lPf5prr72WGCPOOX7gB35gQ8c/6aSFqfe9z30ObOjYwtYi92O2kPsxW8zS/RCd3b3I/Zgd5F7MFrN0P0Rjdy9yP2YLuR+zxXbej5kuWnrBBRdwwQUXHPP7v/OdRUKI6+53n/sc4FvfOnrMnyNsLnI/Zgu5H7PFVt2PY514RGd3J3I/Zge5F7OFaKywGcj9mC3kfswW262zO+rwOPXUU7nzzjvx3mOMwXvPXXfdtSL1RRAEYS18CMQISoHR0m1bEARhMxGNFQRB2FpEZ7eOHR3Nk046ibPOOosPfOADAHzgAx/grLPO4vDhwzt5WoIg7CKK0lOUgdIFijJQlH6nT0kQBGHPIBorCIKwtYjObi3bFuHx2te+lg996EN8+9vf5vnPfz6HDh3immuu4bd/+7e58soreetb38rBgwe56qqrtuuUBEHYxfgQcD5QuojRamh7xIewK7zj4s0XBGFWEY0VBEHYWkRnt4dtc3i84hWv4BWveMWK7WeccQbvete7tus0BEHYAxSlbyaD0gW8VuTWNK/H9dOdd5z6GmqMjuSZWeMdgiAI24NorCAIwtYiOrt9zKYbRhAEYRV8CI241r7wEOKI4Co14Y0zxPA1DLalSU8QBGEnEY0VBEHYWkRntxdxeAiCsKsY9nhrrZsQwFi9YLSa2ZC6mtW89rvBmy8Iwt5GNFYQBGFrEZ3dXma6La0gCMI44x7vzBpMCFirsUbP/AQBq3vtZ92bLwjC3kc0VhAEYWsRnd1eZn80BUEQhjBDnvCazBpamd0VEwRMvobd4M0XBGHvIxorCIKwtYjObi8S4SEIwq4jz8yuqAq9FnvhGgRB2JvsBX3aC9cgCMLeZS9o1G65BnF4CIKwK9kJUd1sUZ/ViUEQBEE0VhAEYWsRnd0exOEhCIIwBbul9ZYgCMJuRDRWEARha9mvOjv7LhlBEIQdZje13hIEQdhtiMYKgiBsLftZZ8XhIQiCsA67qfWWIAjCbkM0VhAEYWvZzzorDg9BEIR12E2ttwRBEHYborGCIAhby37WWXF4CIIgrMOk1lsQiZF9EQooCIKwlazW3hDA+SA6KwiCcJzsZ1tWipYKgiBMwXDrrdIFQFX/v3+KPgmCIGwV4+0NvY8U5cAIF50VBEE4PvarLSsRHoIgCFNitJ4Y+rdfij4JgiBsJUZrrEmm6X4tricIgrCV7EdbVhwegiAIG2A/F30SBEHYDkRnBUEQto79prHi8BAEQdgAIYYqp3x0VtgPRZ8EQRC2mtQ6caXGguisIAjCZrDfbFmp4SEIgjAlRenxAWKMaaLQitwajFYYLf5jQRCE4yFpbDLAQwj4ALlNOeWis4IgCMfPfrRlxeEhCIIwBcMrjpk1mBCIgDEDg3yzP68u3rdXJyBBEISa8aiOzBpCCGgN1ugt0UHRWUEQ9hP71ZYVh4cgCELFWsI8nteoq9e12nwBH17lhL1dOVsQhP3Fajo7KXdca121UhSdFQRBmAaxZVciDg9BEATWF+bV8ho3O99xUu56XTlbViAFQdjNrKWz26WxsLbOCoIg7FbElp2MWM+CIOx7pjF+0yrj6IywFfmO+61ytiAI+4P1dHa7NBZEZwVB2HuILbs6EuEhCMK+Z1phzjOz5fmI27nKKQiCsF1Mo7PbobEgOisIwt5DbNnVEYeHIAj7nhBTG0TFIJ8RJgvzVofiJe97HAtJ3LuVswVB2PvUrWZTEdJRLRvX2e3QOtFZQRD2GmLLro44PARB2NfU7bl8iIQQMTqmytU7KMzbtcopCIKw1QznlLsQUcGTzUCrWdFZQRD2CmLLro04PARB2POsJrjD+Y65NfgQiTFuWXuujSDGtyAIu4VpNBYGOruVrWY3wk5/viAIwrSILXvsiMNDEIQ9zVoVq8fzGo1W+AAhIF1RBEEQpmAjGpteV81rorOCIAjrI7bs8SEOD0GYUWYlDGw3s15brPG8xsJ5QogoNDHubM9wQRC2FtHY42ejGgtJZ61WhGrIRWcFYe8iOnv8iC17/IjDQxBmkPX6aAvTsV7F6uGiSoO8R9UUe9rJnuGCIGwdorGbw0Y0FpKmjhfUE50VhL2J6OzmILbs8SMOD0GYMdbz5ArTM01brLqoUukCCr2ig8BO9QwXBGFrEI3dPDaisTGCDoEQVj7wiM4Kwt5CdHbzEFv2+BGHhyDMGNP20RbWZ9q2WEZrsJPH+Fh6hksIpyDMLqKxm8eGNJakiUUIK46zUZ0VjRWE2UZ0dvMQW/b4EYeHIMwY03hyhemZti3WZvUMlxBOQZhtRGM3l420HtwMnRWNFYTZR3R2cxFb9vgQh4cgzBibJVZrsZe8tuuxkWvNM0PhHCGA1tO386o/I8QUThihyVOXEE5BmC22Q2Nh/+jsRq/zeHTW+UDpIorY6Cxo0VhBmDHElt1cxJY9PsThIQgzyEZWzGBjQrjXvLarE/FL3yV0j0JrgTI/Yd1rTWOT/u09FNGvOzbD49ntl/gQsCa9x+hIZo2EcArCjLGVGgv7R2e7fYfzAaVU9TCz/nUej876EFjulSjFmM7uTiNcEPYyYstuDhvVWbFlVyIOD2Fb2U/e2ONltfEZH8ONiP7xFJHaXfcu4u+4mcWv/jv1SXceeDb+pAevuNZhj3bqWx5WrBwCE699eDxDCIQIzoNSseqDHjEhoNSsj5ewl9hdv9WdY62xGR5D78dXKdc2NveLznb7Jb3CN397rcitWVVjUyh7RPfuQfUXUZUjuh4bmEJnK52GUZ0NMQCzPV7C3mE3/U53GrFlj4+N6qzYspMRh4ewbewnb+xWMT6G4KnlrNmyhugfaxGp3XbvVO9elr920+DCYqR7603MHTiFaE9s9hu+Lh8C/cKNVLY2OhJjRA0lnQ5f+/C4RVK4piPivW+qZCeP/O6dJITdxW77rc4iw2MYQsCFOBISvJ5hvR90dtIDR6haIg5f54pr+vYX6dbarBRzDzwbd9KD6Rd+Kp3VSqO1x7mA9xGFxlqD3sWGuLC72E2/01lFbNnpOBadFVt2Mrv3zIVdxVreWGE6Vh/DlQo/Lvp17nNaBVvJeBGpen8fAt7vrnvnQ8AtHyX4QAiR5tRjhP5iWrENgeV+SbcoCdV1hBgo3Oh4Fi6Nw+jxB9c+PG4KKJ0nolBKN5/bymd3MhX2FqKzx8/4GEYGBuYwkwzrjejssMZO+ty0bTbvXd36sB4XNzRHJKO6MrpLR69ModEhBLLiXpZuvYlQX2eMLN96E6b/XcansbV0VgGx+ldEpX9JIURhG9hNv9NZRWzZ6ah1tvR+RGNhbZ0VW3YyEuEhbAvSnur4mdhmCghxELTWbB/6c9yj7X3AmGHP76jXdnz/7lAo3Xrns9PU565MGxcghjQpBGLydrcW8D7SLRxF6emXAa2g07JkNq0cxqHx1Aq0XmlJ19c+XpQrAtaArcZ30nsFYasQnT1+xsdKNdtHdXbcsN6Izo7v2y/9rrl39bmHEOgVdV65BiIlkYVOTlEmI3q5X1b/9lijoH8EXRUbbYgR+suY1okrPmstnW1lqskvn7EhEvYwu+V3OsuILbs+9bn3CkevCMSYdLYkYo0ms6ZJtVzul3T7Hq1SzZRktyK27Bji8BC2BWlPdfxMGiutdROmVefrDYv+JE+6MRpjUmjwWnl8DZXn3ejVJ6JZoD73EALOHKDzwLPp3noThEBQivkHnE1hD1D0SqAKVXd1TmNJK9fk1qQxVTShf2qCOT187XVRrtLBfDuvjheb4lKzOJkKexPR2eNnfKx0ZQjWehBCGAkLho3p7MTVzQ2sWO4kk6JflNJYDT5GiBAJ9IpBrrj3HuchWEXLdHAB8rrAaIygNdn8ASY9iojOCrOGaOzxI7bs2gzbspCcFyFoiAEfIbOpS1W3cBitcc4P2bLp+qw1ZNaILTuEODyEbWG72gDuZdJYhbFKzYo8M3T7jhBrYVMUZarIvJpAaaUbz+0wk/bXRjHu3J3Fe9eU6wBKH3EHv5f8IfeBYhHTOYBrnwCA83VhJ4UxCu/rFUeF1mpgjEMzMa73vTVag4XYPLSsvhIsCFuF6OzxM0ln27nFGEW/SGG+WimKMjQ50BvR2bX2Zcbv3Xie9wGWiUXqgtW3B1BKUUeH1zobqwSUCHT1AQ4+8Czc7V9MxrfWzD3gbNTciZgyiM4KM49o7PEjtuzaDNuykMYreI+PinZuaOemSbV03q+wZdMchdiyY4jDQ9g2Ntqear8w7ZgUZVoD04omKDjPbJODNyz6dW7eRlcjVtte5+7N8r1LlakD/bKkdGlbN3YwrXna1pADPlaecx9QOk2UWkUyk/qUz7UzlFp5ndPcIzGEhFlAdHYlG211CJN1VimFGanDsXGdXWvfWb93Sg1WX7Pv/CeLX03FR5VStB94NuWJZxCIOJ9qJ8UQRjRWG034ngezcPg0KJbRnQVi+wRATX3torPCTjPrv9OdQmzZzaG2ZUMMuCpCzlfpKT4EFAYfQ+NUBlbo7HwnwxottuwQ4vAQtoxJP6zd/oPZbEYrK0e08rRys2KchsPzhisvF84RqvZTeuw9MSYRNDpSuNCEpuVWb0zozOr7zwp1z/HCBYpykNs5HLqYJs5qklWpKFNmDZlNK7iZNatOAqu1WBzfVwwhYTtZ7bsm37sBK7sBBDK7MgQatkdn19PYWb533kdciGTFERa/ehPBB4xRKAXdW2+iNXcfQn6QGAMhDNYGM6vIrMFohdaa0DqEmT+8IsB62ChPq7+Tx0N0VthOxJZdH7FlN4falvUhUrpIvxi2ZVOB5mIofaV2ghitR3TWrnKt+9mWFYeHsCXsttZPO8Gw8BfON5XrY4xk1oyM16TwvNJ5ijKpkWse3gfvGfZwp8rNEa0U6zVnGhe61ozft+FxzIwm2Ig1CmsVmTE451F6EMrXyi1WK7qFQ2toWVvl6ScP9loiP833ei9MDMLsIxq7PuN53LXOhqCb2hzr6WyvKFEqpbGk/O943Dq72zQWBmOZW4NaXkYT0VZjdAo/9z6g3BLkB9P8RcRa0xjjChqdBVZ1aEz7vRadFbYD0dn1EVt2cxgex9ymNJ5WbkZs2borljW6sWUzp0BBZgwKKqeH2LLjiMND2HTWatu1135Ax0Mt/Kk40WghuPHxGg/PqyvkJwMyVbfuFa5ZQRt+eO8Wrjm+j1WhI7N2eNp23adhQYaNhxkO2iOGoT7hihBSs0IFtPIMFwLOuZTGUo3RfDtH6/RZ9ecv90pijM0Kw/AkIN9rYVaQ7+J0DBvXwzobh7atpbN1hfyserBPReQ0ptKb49HZ7bxPtc6GGCYW+JvmvcOtG017AaVVs8KolMJYg24fSEVd9aAAdDu3I2mCRekpXBxygIjGCrOJfB+nQ2zZzbdlIUW1eO9HbNluUYJLaYW1LdvOtdiyUyAOD2HTkbZd0zEQxtGBqeeD4c3j4Xku1KtjaW9rTHpNQZ4NQtmcDyMTENSFjnZe2IY9zIXzjWcapltFqd+fQv9Cs/LaD6kHeUZMhZeiB6UoXAQ83ntaWUphqcP+itLTLTy9furgkmeGdm5HJgH5XguzgnwXp2PYuB7W2WGbezWdDVVahTUDnW0McKMrJ8ju0dl65dXoOux5eo0FmjHJrKGvF2jd/2yWb70JAqCg/YCzOBI7lH5UZ4fno8VuSbdfNg8D1uhKZ0VjhdlDvo/TIbbs1tiydTRL9MmW9d4RibgArhBbdqOIw0PYdKRt13QMhF8NbVONR3Z8vIbD8yKGMNbFcLW8PR/iSGupWWCkhWyIOOfTw0Tl3V7P21y/v762eiUBn1YKWnmV3hJTuKSKoWrtBc6DUqF5YPHB45fvhsUjWDPHMvNVjmSknWfNJLDe93qv5TsKs4to7HQMG9d1a75hjYXVdbZ0qZBeGBNardWIs6NmlnW2dD7pIFBHqICeSmPTv9O1uUpjfQB/4hnMHTwZWy4T8gUKO4/vD5rLOg/GDCzoxW7B4nJBr/RQdRWwJgKRzLaA6b7XorPCdiE6Ox3bZcvC7OnsVtqyPqQ5yGidHD6xHte4ii0bWOyVLHYLvEtjJLbsAHF4CJvOXq3wuxXkmcFUrbJGw88mj9dwWGAKfxuMsa4miWFCJcQ+AES8imit8MFUQpuKy2kNud0+OYiVI6LOR3Q+YrQnG2qjtZa3OcbRXNFav7XSaDuYCFMV62q1wJqRyVIphQ+e+M3/YPFL/4Z3aUI5+MCzOTL/IHqFR2uFMRbQa36vJc9X2E5EY6dn2LhO8jhqlK+qs7bWmdEw7UnvWUtnC+dGKulv5z2qdbZfepyP1fkPdHY9jYWVOhtCug6lFGQn4ton4nyaS4Y1tlqkxflAUXp6haOoi/DplH+vVSpCWDjfGNdrfa9FZ4XtRHR2erbalrVGE0KgdGm/EHyqwZbvD1s2xlQcOrKaLRtY7pUs9xxlWUe+JJ0VWzYhDg9hS9iLFX63CqM1c+21CwxNek8nt2tWrE4516kDSTJ6A8tFYK6l6Reeo0t9lFJN6F1hAgtz+VZeakOIg9XDtPKaOqiEGDDo5uFhtbEIcWV4I4AxVQuWinoyUNTGfvJ4qxhTJ5f+URa/8u8QIkqBJrJ06020H3ISy+4ALR/xHoqYesFP+l7v13xIYWcRjZ2eemysmV5na6Nw2Li0RtNpjZpNa+nsUregKNMKXGYNWis6ud02A7LW2Vpj0/mm7SqwpsYqtTInH9IDxfjqqlIKrcH7gcaGqtNAv/CpQCmpQ5Y1VA8FkdI5jLF4HykIjXE96R6Jzgo7gejs9GyVLVuTbNWksYVLLViXe05s2crR0iscxDi04BeJ0aG0FVsWcXgIW8he+IFsJ9O25KupPeqrTSy1VzmzBlSk9JHMpu4EpQt0+4Gs8iBrrSl9oHBuau/4sRoBtSc+lbtLwh0NhJi82qXzREAHKEJgUhtJrVIu/biHuu6kUIf+Ga1oZ4YQYxM2qBXk1TjQX0xvrp4HlFLoGFHlMnl+AsbURZ4Gor/aOI+z1/MhhZ1HNHbjDFevX8+Qm+ZhZzWdBUW/jDgXgcFqW+HCuoX2htkMna011vnksHAuEk1sNNbouGIuMVqjlR85ptEKU60mppXCZFjnVgOaXnSNs8OatF0p1UR7GKMx3gCRGD3GWqwxTbrRWsa16KywU4jObozNtmUh/c7HNdZoRVkmB8h+t2XTOGtQKU3QaAPREyLkRostizg8BGGm2Gg42VriPJynl0S1FnWF98mQjQw6FgArcik3cp7DExZMrlJdvy+E0ITuWaMbz7zWkWFDerU2kkpVrbdCaCabum+50YrgPSFAu2XotPJm4nU+wlC4Ja2FlJOPxquU0uIB01kgWkWoCqDWLcLWG+dptguCsHNspsbC6joLNJbisM7GGKc2IMfPFVLLxvU6AUzS2XaeEWIVbq4GRfUAuoVrKv6na05j0spNk1dea2zhwqCgXqWxeV2gzyhM4cjsoBuWrwqlxgjtXAORXt9jM4vVJhXjCyEZ6KxuXIvOCsLuYat0dlxj4wSNhf1ny9ZRd3MtQ1/Xjg1FnqW2tmLLisNDEGaGzQ4nGynYRxJEayoR1RpIQj2sZfXHjLfYWu88B23FVOPVTtWgB2Hgw+/Tw+dWCXXyzitKF5prX6uNpKkmFEitzeqVzOF8yLJMXVryLPUltyZQlIOZ0OUn0Hng2fS//gVMVPgYWbjfWXTbh7DVxYfKm56vIvqS5ysIu4OtCNldTWeV0lXHkjiisyk0eW2NnXSudZ64DwO9q9NttPK0crMiLHlcZ3OjmrDx4esPIRL16LZ6TLLqM0J13FSbJKyqse3cjmis0QqvFbZe0dSpq0BmFKWv5qNKY41Wq46H6Kwg7A62UmdDGKSOWANRpzpJ+92WHdbZVmboO0duFVqbxumy321ZcXgIwoywFeFkg5Ds5FWuBTSzmk5LV7nXScwyo8mtpSj9SD5lvxwNax4/n9oQVio2guq8R1Whes6nKtHDK4ow8Gobo0aqTA8+Z/BBw/pcbx4ON/ehCht0qUBePfFE0rZIbIpgOZ/C/JoVzfs8mIOHTyN0FyGfo2cPYt2o119PEZIpeb6CMNtsVcjuajrbyhQK1aQSap3y070fhCXHGFnulWueUxgysH2lX5CM88H+sakTMsy4zgIjhnKts+M28LjOlg6yaq9e4Zr5IVJHfji00oSY5g7nA1orFNDJbbNqakMgryxPpQY6G2OcGGY9eZxFZwVhVtlKnTUm1bLoad9o1l60ZesWtcM6q3r3EBaXMZ0DkB9YYcuO6KzVhDBwlNfsZ1tWHB6CMCNsVTjZcME+Y1JFbKUUB+fzJgexrmztQ6BbuJEiSt1eOeKZHz+fes8kyvUkQdVycJCbbeLKGEOt9UiLx9XaSEZUlaOoRrzTwxNLvygpfay6EUS8hnRGKXd+qecoC4epJiuv0kSZZ5aYHUK1D6VjlWFFiGErX7/I4E5PDHt1khKEzWIrQ3Yn6WwrN5ywoEa6tEByOAyv3nX7jm6/pNPKJp7TiF2uFMSBs6Q+Zu14SDnco6zU2cEq3sA5PNDY8UgLozVeB/CRXr9k8NwQMRq8jpigKJzD+0AMEW10yjHP7Mj4KFXns4+GcueZblJjphnnnUA0VhDWZ6t1dq6tsVbtWVs2hEC/9E2EiFYR8+0vsfyNm9EKfIT89IdQHjojpWE3tuxAP2udFVt2gDg8BOE4OZ4f5/h7x8PJgKmK603zOf3CVwWQqoJSPjbGaI3zKytG1+22Jgk5JBHVVRhfqIxwgOGw6VShX8MU4XLjbSQLFyidb/b3XlN3LKvzKH2I9F0ytOuJKdaFnbSiXzh6had0ERtIK6/arAizHL629dqqzRJ7uZWYIGylxg63sD5eA2uSzhIVraHfYmrhurL7yVpaVCup1gqrFUUYtCSsafaZQmeHNTZX0O3FRmOrN2CGutEkfUla3C9Teou1Jjk7QmoR6ahb+KbWke1WpFXNL+OF8obvQR0+Po2zYycRjRX2OmLL7rwtC9B3gbL01Ko+FxZZvvULGBXxpO4r/a/8O+2H3gdvF8SWnRJxeAgzwXr5zLPK8fw4u/2yMWaHixjVY5GEcZAHuNqx15ukitJTuhTaB+Ar43JSTmXdz7w+p0n4kEKVUbEKYQbl6hxsnfqlR988SNSVs5WaPlyu9nZrrVAqpeDUX43CeVCx2mcQDl1fU6pNoghRNR77EIdWSWPEeUWM9Srj6g8Du2Elb6+3EhM2h930nR7meDS21r7aDZrZle34vI9judArjz/N2E2rsyGGFIocwojGKgYhzo2RbBTGKJxPGpbCthVGRyIDTaw1FphaZ+tthXOgwBialBQUTZeDYX3JjCbkhtKl/TNjcD6MRKDU/3YuolU1rmOF8kRjhb2K2LJiyw6zUVsWKp21htqW1b1lqIpHQ6WxMaL6Szi1ILbslIjDQ9hxxoV2PM9uVjmeH2e3nyIOaoyOYE3z3sK5tAoYPVrVAqlXHHu9Sao+x+GzHC4QN2yEFqWnV0S6PQcoWnnKVTRGD4Vij35e4R3GVK0HgyM4RbtlsEYRYsRq3azgDXueh89vrQrYzge8B3RsxheoPOaDFc4QacIE23kGVdig1hGFHlklRaViVL4qLOVcQOFHxm3WJ4Zh9norMeH4maQTu4Hj0VgfAr3Cjbzfh9i0hK2r3fdL12hs3VVk+PjTPAhMq7MppzzSLzz9wpNlhnaeNLY2pMc/z/vQaHCoztlahUXjfUArNXEFb1qd7Zehyk0f6Lmn6oIQ/UhNkBAHtUIyqwefHcNIgVYg/a2q9zuP0YOUnvHzm3VEY4VpEFtWbNnjtWXriGWgsWUNB9BGY4j4mFK1UYrYmhdbdgOIw0PYUSYKrQ9TCe1Oc6w/ztrQHt0WU55d1BSlp9t3LPVSYThrU26z0bEpOlcfZ71Jqj6XlQXp0ppnvQrhQ+DIcp/SJSFNK56haoVlKbt6xef5ECmrMPC6e0CvcOg+ZFlqVaialcOU3z2cy14X7huQepSHGKiHp54E0iptCjVsikpFsDriqvDwECOu9ECgk2fMVSHZhQsYrbBWN57wUKW11D3Md/Nq3V5vJSYcH6vqhF+ZhzxrHI8BVKeODDMwPJP2LHb79MuA1YpWbiuNHUQjTPsgMI3O1jnlRekIEQLQ6zsyC7kdtC9cTWNrnUqFSlWlrZpObhrd1ErRLcq0Kljlsg8b9j4MOrrUfzdO41A5LVTVOSWmBzZrU/+Dpq1io7OaTp7Rygw+aEJ0eA2g0Tq1UszMoGsBKNFYYc8itmy9TWzZ47VlAZzz9CpbNrYPceBBD6X79S+gvScaTfv0h3CEeUIIYstOiTg8hB1lVldOCueaAkipJdVKz+2x/jhjHM0JbLaTwp17RVp1q8OsQ/Aj4dB1+6ppxq7pXT6UzxdCIGhFKjiXjtUvPf0idTPRStHOTTUppArQkz6vzm90VbGofuHoF2n1McRBPmSMChc8RZkmiVThOhUTzSqPep2XaTSgUrG74TGqJ4ICyAzpmD7Qc56oFNaklQOldfV5kDGo6q1VeqigDb3SEfNU0VpPeGjZbez1VmLC8bHa9zrs8Pd92FhWKqVTbJbGrv25KQqhVziKMuJcxKUSdSnaIgSUml5jh89nLZ3tl45+kcKxFamuR8oTT/WG6ur6o59TrQJSOSScpyg9qPT7dr7uVGAAxZFej9KlQqKZNSxSkhnTaGwIqfJ/t1+CGjhZIGmsr4z++rEiACEqisLjqwKpk3S207Kk7gXJyA/B4H2glduRkHLRWGGvIrbs0HbElj0eWzaEgNIKSK3NWxrsaQ/h4OFTKZeOQD5P3x6gVTryTGzZaRGHh7CjTBLU4JOHcqdyzhaXC8rKEE8GpWK+kwOjYXbH+uNM15V6Zoex96aiTrHyJqvKc5xWCjJrU7GkoeOsdvzBMQfnmFmDL1xVhV8DisVugTWapV7R5FcmAY+pDkZVLbooPcaosc8Z/O1D8k4DqMpY7pc+hQ9aTelCykMPEaKj7wPBQ7tlMVrR7Rd4r7BW4byjcI75VlaJeCCGdGExAkbhvK8KV6UVSuc9Rhs61cqlVqMrBHNt3YQcZplOoYVrjNtuY7flagrbx0SNDWFHVx9TyLGrIi5SAbpOblPY8SZoLKSVNz2msXVBOudC0za10VkfCEGhlGmOP+2DwDQ62ytKlruuenNs9DREhY91q9i0Wjn4nPRvVb3iQuoakNnBPv2yTjtRaVUTKF3EuYLCRzJrsUahVYpu6RcpiiNFtkTm2i0GGpuM5eYBwHt8kbQ9tZpdXWc7razRoBCDaKywrxBbVmzZzbRl23l9bwaRf6Z9CFt1E2yJLbthxOEh7CjjQls633hZixAm5ktvJYVzzQThK+MSIqV3ZMauCBdb7ce51g+2vua62FLdWrDTsvRLByQBtkajVRLs4bC68eNMWyna+apFVSWgy72CwqXw5bTymIrUxRgpXKCd6SbscJD7rprPM6mhd8o7jw5FmtiGc75jsp4rYzmFkveKQFF6IpHg02pl4SK5TasPwUecCxQmkFmFc5F2rjFGU5SB5X4qQmgAow11Vqdzgb5KDzr1A8Gwp3swLpoijueL7v7Vut1+/sLWMElj0wpcKta53Rrrq0iFOle5bg5Sp56N53evZQCtp7Od3FK40HQ0ya3GmEE7Q4iNzlqjsNaMtO3byIPAWjrbKwIhpFa0kUgry3AuoBXYlmG0dOnwNSSN1Tqt+hFXaiwAMaWaQErlKau2tz4GrCpT6+0Ym8gVXx3LeSgKl1YorSYztYGfHBYjZr9KkSilTw6W3OrmQaHWWdFYYb8itqzYsmLLbg5bdf7i8BB2nGER0zr1kg4hVGG8NEXmNou1BDwMpSPGIYUJgaRKrAwXGz/GNEXuVptc6lVJoMqHrnK1NQyH7a13nJUtwioB1ukCU6XrqvZF8GitsVqjiCgDWUw57ZkZSESMo58XYvLUhxhoR1sVe0qhg3X4JABKEaoJIoSAj5GiMspjVJSlIxDJF1ooZQnRN551SKuRSkEkpHBpn9rPmtymFVwf6BYlPirmVUZqlRgw2lQdEVbea1mtE/YT4xprtGpWH7dCY2F1nY1x0MljWGPjcBX6dTQWptfZOlVk+DzquhJe13NMHf2x8rM24nCZpLO9IuBC0rROy1Y1OCLGgDWGzBr00IpjZpPhXR+XTDf3bb6To3pFkxfe6Gz1hhBiWkmNnsKnKJ4SRekdhSvpZBmdtkXF1KXK6qTjEUUAjDG46ntRP7xAKtrnXEkZwCiNLlPIdlun+WGSzorGCvsNsWXFlhVbdnYRh4cwEwyLWOFC03YKQCnPXHtzfsTrCfiwVtQrgCu3D/49LjQbqXY9SZiGVyWt0fRKj1HJ+wuKovQrJpxpJ6nh8w5DXurk6Q5kmaGV6+Y65lvZyHHr9xutq88AT7pPrSxVs07VuANapWOAqippB7x3qKpKt3OePNMoFVBG4/olfR8pfUnhI770KR/cB1ygWZ30VW917z0uxOQ19zSrF4GANVnKkXSeHNOc4/i9lolB2E8Ma2zpPH3nm9DfzdRYWFtnlRrEMQxrrFJqaPvo8TZbZzutVP2+1liqh3ujzVQau9Y1Dp973zlKl5xKkUieaebaGdamFUdrFJkZ/axho3X8M3KrMXN5amdICqsezd1OhUUjKRqDWNUGIUDUlN6TRUvpfEp70YAHFRVE6PXTaqhG4XykXxTpOxNiU/PFZOk6032I1VOTnqizorHCfkNs2cE2sWXFlp0lxOEh7AiTPJJKDXLLhwmRiSJ7LJ+5noDn1lKYQOlTeHU0KaC39g4Ph4tNEuMVocYVGykiVK9KOp9CnocNWh/iigrR4yuOdTGnQTb4IETc6JiMXZ8KSWVWpeJIIVCUkYU5SzvLUrvDoeMOX/dq41gL8CCHO+3fKxzaGLJMoXVkqeeSV9pH+lVoYrudEYPHRY2JgaoGX5Ovrkgrl0XpcT61kTzS7WGNoZ1bQozMtyxG6ea6Yxy0LKvPcbdWrxaEY2FcZxuNHfv9bpbG1p+5ls4arVMOdrVPNOnz6yrz4yG5W6WznZalcK5xwOhG39bW2OFrXE1nIRUndT4dxFqVwqvL1Ir2QMvQzrLm8wbXNp3O5plJqStuoG+9wmGtBR2wXlMUKRd8QS2R+y5mYYGjsY33Hq2SA6YsPJ12DhqUCgSfQrKVCngXWO47+qUjyyxGG7ROXQqyymFTx+SIzgr7mVV1VmzZfW3LWiLKKiIppSjPtNiyO4g4PIRtZzWvbZooRkW2LjK3GVWHp62ivTCXD1W2to3HfjzMblwoCxfQOhKCaoSpZqNFhAarBKPbS+fp9kMzTkYr2rkdEeg6P35wrNEWYBGF1ZpWpuiXoQoxVGQmFVQyBjqtvJnEW5WBPT5ewxORrs637nHeL1NYZ30arcorr4C+jpQElEpec+cD8+3U3rD0HqIGlQo8ZUYx305e7qPLBUs9hzUKRzLI67x8rVSVn67w3gOpM0uM4LUit2bk3AVhr7P66tjWaSxMp7PDhjBYVuvSMql9oPOhaZU6zkZ1Vitd6d+A9TS2vpbVdLYok/7ECFZrvI1VN5YUwWKUR9Fqwtt9SIZyno0a/CmyYlRj6+3WJL0t8St0No9p9bAsDQeXbmXpqzdRKnBac58zHsbSwoMog8caQ1lqNLFqyauqDiuebuGJIdIrfJOClGeK3Ji0OhkiOkQgNqHzorPCfmQndFZs2ep6Z9iWjaSIOx+SLYuGVqbRSostu0OIw0PYVtbzTLdyQ251an+nBmK7GVWHp624D8k7vhbDYuNDpCgdIUI7N03uXy1Mx1pEaPy8UtG7KqRNDT67dL4xnlPf75XjW/cDb7zE1tBuZQRfoHQKSbY2I0QoyghxEG5oxp4IlJo8EeXZYLWg7oKQ/ksFAY3WaB05MGcJweFDho+pRWNUqZhViKBNqi+gtSGEFI5pTNonhEgRPCGAjwrj07gYm4pw6RgI0aYWtM24Dbzju7l6tSBMy1o628rT7ywzeqTw22b9NjbW2WRtXRzW2V7hcD4ZhkqZKl1j8srdsZ7rNBoLrKqzyWGb3picEikVpHQOUzkpWnmKzuj2PblND0eZXTkW5Vg4fDL2B+HcKS0lpbYM62wK5TZ8T7tg8Ys3Y6oSH0pFerf+OwsPO4Wjeg6TQ93/JUaFNYYQI0u9QK/vmmuKEQgRTXJ81NsUVUh4qFtOis4K+4v1dFZs2cnntddt2XYrpfKEmPS1tmUhfRfElt0ZxOEhbCvreaaN1uS5bbyradvmFHraSMX99ajFpqjy4OtceKOhnWeEENB6cjj0akwqzjR8vrH6XD2mdMmTnP6t1eRWjFrpsSrPihA8AYUmCaklFUeqw+fWCpkbvo11dW4fBhXB6xZcy4WjKDztzDaGuPclnXaLECKlc4SYivmFEDAmOThC9Qnp73QNtirgFGLVrUBDJLW3rKODMq1YaKee5MMTWYxxqgcsQdgLrKWz1mhyG7FWN0b4ZlZ23wqd7RaOflH334uNzhozOTJkLVbq7MY0FlbX2ZR8N7jmXgiUpW+KiqaiqOnYwzo76RzrY9afUbjU3jLPBjnlkJwd3cJTlp7W0Nxpi2UyowkqhdJrlboO6HIRnc9RuohWKQfemORUzlEsqapmB8mwLrxjqReYaxmsMeRZSjPMmoegKDor7EvW1VmxZfelLZt0MEIYtWW1VmksxZbdEcThIWwr03imU9jZytC7zWCzKhqbSgRDJZBpG1D1+9aNyE93/PGwSPBp9bUyRGMEE9Px61W9GsVg/JRipEVYvbKwsghg8jpnNq38RZ1CxH1VPAkmT+appWSdQwndfpkmpKrNllbpMwvnWe6VlP20KtsnYGy7CoNOB9da0cozIEIMGJPaM/ZLh9bVqoJSzcqoVpY8K1nqpjaKvgxkRjPXUkQF8x3LQqdFPYVl1mCqUMU8080qhSDsddbT2TwztKrIgq2o7L7ZOjucCz+ss5kdfaBYj9V0FhVTessUGgur66zW4Ku3ppU4TZK4AEqNrEyOt3Qdpl5RHNfZYJPOxhgpfVoBXe4XlGVKL/HO0y3SuZi8g9aKtvJEV6BMRqlbqNYCZVkV+TPQsRmxcp4Yk5GbALFH6SNeKfr9SG4Bo8hzy4G5LK3AVvOc6KywX1lPZ8WWhf1oyyqVusL0u8WILZsi7bTYsjuEODyEbWVaz/RWei/XO/a0k0hmNSHoyuvsBznW1evThpyNh0XW3lwf6rFRVUiehuiTZzjUE5OqwtJ1c21GN2fQ7DN4PTYTiNGKVlb1HnexOefVQi/riSxUE0XpfWPcB5daHFprCd7T65f0Ck/fpetQKk1uMYaUA+kD/X4Se2sN1irama761mtCiPSLFPHhqjxGRUQbhdWphWIMKbexCJ5OrHLQm9XSNFHXRRBlghD2E9PorDF6Q86CYzmH1diIoZ5ZXeVN+9FaFmwsPHw9nUVH8syuq7H1tU3S2dwaiugbjYUUGg6m+bwYY6NLTLiG4TBqYERnXfOAoOj1S5yPOJfyzNNYKYrSJQO8cwKH7nsaRz7/T6iYDPlD/+Uiuu2D5Di8jhSFp+scyoAPFqMi0Qe00eREet6jDaneiotAqK42EmJKc6G6J6Kzwn5jKp0VW3bf2bJ5VUC1kxuKMtAvAhCJKmKNEVt2hxCHh7DtzHLf6Gn6jtekVAtNXp1+Ldwpt3n68MJh7/NwB4VkMKuRkLzRYn+TwwzXGt/6Na1JVbNzS68sofSgNK1sZQVvGJ3ItNb44On2HEprMqOrkDxV7RvT6mAMOOexNq1mxpiM88wk0fc2dQrQKtUTiCgya/Gu5EivABQ6GPqlQxGx1pBrTWE03oVURVxpiKmd11I35UPOd/IqNDLSys1Mfb8EYbuYVZ3diMZCOvfMpiJwYR1H+VpMq7PTaCysPr4rNLYKSUalv/NskJe9ms7qytjvFZ5uP+lsO0tGb2oRm4zvCCM6G4kQVSrY1z/K0W9/i/YZj0IHRzQZS9++i9Z9FmllCxwpeyz3S6zR+BJym+oolTGglSLogHYKYzXGamJUHFkqMUrTbtkmpWWrooQEYTewF3RWbNnNt2UVCq0U/dJV7cMNhfMonNiyO4Q4PIQd4Vh+uFs9qWyk7ziMevfr0DutmFqY6usJcRCuPfzpdchz8kIDdjgfUk881nDOZL2tW5RJfHUqYFW/rvAcXe4nj7iq22V5Oq18xfHHiweWLhBjSg7XNpJVhbGcT1EZEAiVp70oI86XGGXotFtYo9P7SQX9jFbNBFM6R7fvWOp7MmOwJnUJ6JcBGwLeQQq1BGtSVW+rU+/1wnnmO7bx6gvCfmejOjlrGgsDnR0Ob7ZG02mtb74MX8/wKt+0OrvW8YZ1tl86YlRkVq2usUA6ZErFmTTG4wUES+cJUWFiHDl/X7WaLEuPd6EqjBrp90sya2nlFu2W8GXB0r1F8+CCUtBfYokWR5fKymmSdDjGQOFTx4BYFV4NMTLXyrBaN60VXQhNx4k0frPzkCcIO8Fu19lZsmWHj1ePz1bZsoWrulwFiCHQsmpTbdmlbslizyVbliC27A4jDg9hV7DRVcFjYdpWX8MMe6DzDUxe3X6JD7EJ0fY+YIxuGi3WBmUdEpihiDFMvO5JYwNpglvqFpQ+Yg1YY+hqx3w7T8aziikMryoUmtoSjvaJr/Mc64msLh5Yf55SEKKqil15rNFoY+j2PC5GfIz0+w5jFPNVYdI6LNC5FM7YsqqaCGMVkuihKTYV0Sp9fvQKazUuKtrKVuGRaaWgnpw7rWzqeycIwoBZ1Vg4tlXUcY2tQ6rrbbA5OntkqU/p07+tgU4e6LRtaiMYw0qNDenBIDcD88v7uvXhqM7GoTKo/TLinCPEVJCv1y/plYGiDNU1BYqgUCHQ0Yqo50Epgg8kuzkdqa/b9LsO72NlqBu0hhAcRRmZyzOyLGKiBtK4tfNU78XHSDvPRsKqRWMFYXpmVWdnwZaFlePjfepwtdm2rA+x6vyVanUoIv0ytZgVW3ZvIg4PYeY5llXB4fdOayRvpNXXMOPhcut9Xrfv6BWDYk11u0FjILMWres2f3V482A1bfy6k4h7XJXvZ7XGhyTePobGEHc+TRxpWnLkNoVZm6rA0zB16mA98ZQu5TcWpW+KBxqtUFY1IYH90uPL1Pjc+z5l6QkxolSk1bJkVcXyqKDfDyhjqlB1TYiKzKSczqgUBxZaRHTKq4xppSG3mjzLKk+4AVRTCb0OqZ5rZys84tK6SxDWZ9Y1FhjRvNSedmMai00FBFPhPL0hnS2cq9oMhtQVBvBBUXrXaCwknV3sFviYNKtX+Kq46qhhP9yYpSiTftbdESbpbGoXWRJDcnBkmcUHT+ECUUE714So6eSWzCSj+4ia58D9z2L51ptStwMUcw84m0W9QKuV3udcxMWIJuAjtLOMPDN0WhYFKeXFGjq5TV1mrFoRWSMaKwjTMes6u5O2LCSd7RapJXaKKlOUPlAGv6m2rPcBFyIhDNuyhqJwLHZ7RB/Flt2DiMNDmHmOdVVw5Qrf2p704231NY3nvjbWR7dFzFDHAWt05ciADLVC+Iavu194FntlI+xGJ880KqbwOxewNlXUj9QtvAKQJpMQBgWqarQeTMw+pGMkYz+iNGRKVWOaNTnmzkV6/ZJufxkNGGuxVqOVIstNlRtZedFdwJIEXmmNNSkvUilF6SPtTNOqzpkYyYxhrmOqYk/pc7VKRRdrb34rM83q7bHcO0HYzxyrxhalTwXcSKZmZs1Ma2yMg0Kt0+psckgElvtlZSCnrgPOJ130LhX5rLU11RpJGls7hE3V7aCm/mejs02EByt0NmI5sthnue/wzrHc9/jQo51bjEkam1uFUgarFK0sIwSH94rFAw9i7qEno4olbOcAXbNAWXiUSsXvFJ5YRrRStDvJ2aGUbs613bJkmU1F9rTGDBUC3Oi9E4T9jtiyq9uyRek52i0pytrZm2zZGCO9cqCzVaWi47JldRUVktlxW7bERSgLJ7bsHkQcHsLMM423etwbPcnzHHSSyrX6iU8bOj0px3Aaz316j1qxX+kDWUzinc5Xg0151cP7xRirvML0mb0yUJap5WESSegVfWJIIX3dwmNNOl5mkmjWk0JuNUTN8GlnRpNbi/OhCvcLHFnqc3S5ACKZTWKvtcZ5T7+q57G0XHBk2VVe9MDBOZi3GSFqChewJlWrdiFglAKVCjFpSCGF3uFD6shytAwYo1iYy4gxVi00bXP9SqXq17qq6j18n2axeJggzDrTrggO/74g1fMZ1r3CeSLZpmjspM/bTI2FlTo7rDG5GhjLpY+NzoIiFI7Cefqu0t8YU92Mqor+sMaWtk5KSdQaW59rr3As9xxHlgtiSBfbrqoHaq1Z7pV0C8dSr2S58BQ9jwsp/PrQfIZXBl1GrIloXbf1TnOBjpFltQCtBQgQnaNwabUy1enQzLUN7ZYitxnOp5ohqdyHYr5tyTMzMZ9eNFYQNobYsoP9xm3ZbpG6U9Vtu30A59K1R1Lti7q7SSczx2XLagXtVnLgDNuyhY8sdwuWel5s2T2IODyEmaLOs6vFtf7RjzPs8VzZ93ul57lXOLTWtCLVKt3qHvL1xGWS91uvUlxo/NzrVlleK0KIFC5VY7Zap7SR6JvzGvbSp/2qiaDaz/mA92ky8C6AgRgVpYsYk6pE9/sF3+07DszlGGOYJzDXtk1/9YW5nNQajKYQVD1eKRw7cs9ij6PLBbk1xBAxRpNlOuUvVm21+q5quxVTqHnhAwdUmuQ0ER1TuJ8Cgoq40lPESEunCSytDMNB3cMtHSXm85TZwSpMMBWQyqxJeZVrFNOSiUEQ1qbW1DptYhqNhZW65/ykFoSglKeVHZ/GTvq82kAc53g0tj4XoyPdwo20SPQ+tWksnB/RWa9SREQIkcxolpYKlnqOzBTMdTL0fAbRUriI1Yr5dg4qjhTbq6l1Vi8X3LtYoFRaLSRq2q0MF8D7ZEzHAAQIdTB3SGHZeUbqHhBLQsgJ1YphxNHtBzS+Ci+vVoeNR6FxLpAZRadtaOcZ/TK1/7ZGk1u9amFY0VhBWB+xZTdmyxalq4onp4g3lE7pJESsNvT7PZb7jk4ro8wCC3PHZ8sqDbqqa9QMcQQXIsdry1oLxhi6XYePilbL0srElt1pxOEh7BjjHszhPLuiDE2xogFxohd03BvtqvDglOdd1bMIoNTAYJ42b3LSOU/yfqMmxySO2+fDHQdSaF0gzzWt3E48L2MULiTvfm4HHu2UYpJCk5NwpgJ0MQYUKY+w2y/p+UAMEedTsbvlnsWqPq2WoZNnmJYdmYx9lRsTIxgNvX6JV6koqfOeiKWlwPV6lC6goqa73KMo6nM0dIuSTBuKokQpi8oMXR/RPnUF0CqtTvgQiXngQN5GK1g4+lWWb70J71P6zIHvfSi9Q99H6VK5vTxLLcPGizkJgrA6wzrr/SDMuV96FpeLdTW2Psa47qV0Doc2ptHY0c89No1d7fNiHFTCH+Z4NTYdJEJMxr7VdW2iVAcphDiis857lIqAroxtlcY2eLw33LtYEBy021lVxDRrjPFaY8cfgHr9snIgJf1WKhnyMUZCUDjv6BUl3oPVioJApjVGpX36RaCdW5b6JZnR6KLEx3S/jYZWjCx0WiiV2iiGEFEm6bBSil5RkjrnJp21ZmWtDkEQJiO27ObYslRRKyFUtqyGjrGNLUuMBOfoR4dS+XHbsvMtS8sdQfcWsdkc33VQlh5VneNy4TZsy0Jqk+uCwmQGVzpiDFXUh9iyO4nMaMKOsNKTnVaXmtdd8vi2ck3WVLNXKwzx4cmgNoRrwzHESPCxMk5VFf43+IxjqXq82nu00jBlzmQdaqgUWG1X5B0O5477qrCSc56gFdVc0hTty62uhD2FWmtA2YjzgXsX+ywtl5RloAyhCqULGA3oFq0sTUj1Q1Cdf55WUlNeJCE5Urx31LX5ji4XBO/pFWkFo1d6lnuOzKY+5pk2xKDo9gOtPJCjCV6x1CvxMdCyBm10ymOMaRLvhCUWv/rv6fxVmnOXb72J1vzJFGqhehDRpF7ux/YQdaxIaKGwWxnW2VBHBFQFNL1Pv90sBmwTHrxSY2GlzhbOp5W4mKIeBhpLUyMDjr2y/KT3aZ3yuYc5Xo2FNEZF1do1+FGdjdX/ppVMAEWuLTEEYkwPM0eWS7r9skojKdBGV9EU4K2hlUW6/ZJ6fguhGscq3ztEks4GT1l4tNHcu5QKlypSLabCBZa7jn6ZXm8bS0Dhqrlhvg19l4qQ9noFSkW00rRaWRqfmBwyqetK1TmB1FLRu0Cozk10VhA2htiym2vLpggNhSJFmfVLz72LfbrdlJayVPjUJSWmNOsTdGddW1ZrjarqI5WuJFb1RA4ufpV7v/rvTfvvE+//EG7vnUQgpcRYpXEu0o1xals2BOhXxVC1UihtCD5SVA510didQxwewrazqmeZJBJF6SnKql1UGSD6psr9uKHq3CDkzw+Jci3QdUE4YzXt/Piry6+Vg7mR3HSjNV6nYk6xCu8bPtbwGJUupP7iRBa7JYqINamQUm4VC+2MfvUA0spbdHsl9x7t0yscR5dLjFJVuHLJXNsQosIFVYXsqaqX+GDS9iHiXUmv9PRcQPdS/rhCURapo0BR5VX2qolMK0X0kcI52q2MqFMItwuBxa6jlRsU6T5oqyFGcptWA7QC1V+CEEGrqvhhMtJNuUQ+dyA97FTjs53tubajhZwgbAXjOhuBUBVvM1rRL+rOIIqgBxX2x39f4zpbkMx5oxUmN/iQnCdaK/Kq4FrNsVaWX+19rXwwD0yjsdiUVz3+IDGoCVK3dB2k5AzrbKvVwlbvaedmKL/c4CMc7RZ0uyWLvdSusFeFSacHldT1xAfPgU4rhWIP6WwsFa4s6RYlxlgWe46lrmOupRvNN1Wufr/wlD5grSE6Txkd7XaONpqycCz3Us58niWdxWiIqtGrusje8LgqBfNtU30GTUFE0VlBmA6xZbfSls0oy0C3V9IvPct9R1kGIpHlrmOubSg9RPSatiwEekVJt/ToqNLnRsVh0+We//w8zqWoExci/a/cxGnfeyFfv1c3tiwKAkxty8Ym2lE1GpvudcQaJRq7g4jDQ9h2Jv3IFcn76kMSqTq8TTGo/Ky1XmGo1hWrk1c3Vv29FZm1jZdXYVbkfh9r1eP1ql9vrAp28kA7H/BVsbv6WPXEF6qwPK3h6HJJUXqM1rRsSRY0kGE0KBTGaIzSZMZgrCIqyNOLlP1UnbqVawypb3iv51m2JXmevNhKpcrQy92S5V4PozS9MjJnAiqCMpWHWEVSBkuq26FJYeCZ1aBSlWmtUsuyLLdkOhCjot3JG8MaUmE8HyKtPCfPTsDnuipzldp0BRSqfaBZNajv4Ha15zqeFnKCsNOsyLlutiedDZXZVW+vdVaplakswzrrK+dBbvWQzpqmtV7N8VSWP94uA835+9i0RIT0INHJbXOc4TGq/7nUSzrbyjSRVOBOaz0Uhq1oZ5oQPEvLqonW0FW4dAyRubmILwNOeUqlWdYeVEpPMVpxtFviS0+vLHEu0ppLOeIZgEqh0iEGvEuFSGMEQ2o7663CaENmFd4FShdRKtXjSO0gM2JMmquH7mXSWdVcc0pxStdWzzPVxzevbweis8JuRWzZrbVlHQFlVErF0xqVQb/v6bqkz1ZpXOnp9fREWzYVfO2DT+kkJ+dLtPIjFHaOzPUoq3bc6f5EYgi0QpdWfrCxZYmpSw5KT2XLpnRIh6nusfcDJ1hdH0U0dmcQh4ew7Uz6kWutqyrHdUuqujd2ZZgyKsaDfOfUCtFUE0IKhVPNMWvybGDgHm8410a835MYFp/hczcm1cBIr48KlGJQJC9EKGPEFwEfPEanIkgp5Dvl5gcXU463Ta1rUZHMQJbp1PYwxqqmR8FSV9HKLb3C0e07ji73cT6SZwoVI4v45Fn3KWWGACGm1YjoIy54fKyqhcdItOACWJsK47U7GcTUOtFow1I31RPpEjixZVLRqPwgBx70MLpf/0LK04ww/4Cz6OcHoVo1SAbB9rXnOtYWcoIwC4zrbG1QK6VShXydVtWGdTJFQQxyyksXmqJwtVYloy02K5VNpfxN1Nh0vM3R2WGNVaRc8vq4oeocEEna2y883qe0nxBSIVOlNJmK+ODJTOrE4nykV6SuLZ2WplukFoWdTOG8GqT7xBT15pY9kTZWa77b7bHUTSkrKRUGgknXWnoI3ZR26EMk+khQ0O87MJAHA1XBvNIN5oz0cKTpF55DCy0ihqNLJUb7xlkz17LVd2LwxdAEjNEULjaFBEVnBWE6xJbdelvWlwGjDa0ssNRPC26ZSeNTeIfN8lVt2eVeiQuBllWcHm6n95X/oOiWBKVZ+P6HUJgW/aJLiDHdGA1d1SIEGlu2DIEsN1PbsplJHa8anY2+cXSIxu4s4vDY5ezGnKx0nqP5iqYKhy6cSx07rEbrQfumPNNN7nlRekoXq3DsQSg2pMlguDBfen3zhWX4oaDOQZxUIbreZ/gejedq1pOZVnqk33qvcHjvUcoQQkgTiPcs90tQitxolnp9UIZMw3KvxBjNXCejKD0hphXObt9jAJtZWtrQylNay1I/5YRnmUn9zwtHUXVbSbngjsJ7sszSXS7Ic0M7t+mcSfn/wfuqDaKh9GlFIlahcp22ZS43tKzGociMTdWpK0dMpg15rvHOUyoIh76fzsFTUMUSKp+nbB2kozQhBrTS2/4dn6aFnLD32Y0aC5N1tp3bVDzOp/zjuXbeaKxSqkkZqcNf69Z8tcZqrUkdU6erpbE51zDQ2RAHhT6HWzJOukejOjs4t36RQqYjUHpP8Km6fjJQI63M0C0KlnueLNMQPYvBoZUhxB4xUkVTVJ9TDUdZeoiKVmZpWUs71/jgOdoPtDKDi31K5+n1fBN6vdz3uNJTOji66Oh5Rzu3zGuLUpEyBFzpWSxKytLjytQavNOxmKDxBFp5RqedE4kQFHluMMow17bN3JoZQ+k8xhiMpup+FdLqcQxV20XRWWHn2I06K7bs9tmyIUBRBoIL2MxitSY3Bq1Wt2XryIuO7nL3f/4bWqUxVyrwrS/dzMlnPozuv/+/VHRfKfJTH8wXvhVQut/YsplJKUTt3NDJzFS2bK2zWqc0TKXSmIjG7izi8NjF7NacrKJMOXN1vhtAnqWvYm4trdw0wlkLfFNoLwz16a7aYdVhgpk1VZje9kyew+O/3CtGCgIWJrAwl6+4R947lIKidESoUkGSZ7johSbsb7FbUrpQtSh0jTD1ipJ+kRwM/V6JNgofPPeUnn6RwqlbrYL5dtaM3XzL4kMycouQVhVDhOACeSvHeU9ZlvRdTKueIdArUsqLV57Cp57ivkgRIj5C4SK5UaAsIUKmNR2rUVpx307JvD5Kq3OArj1Ibi1tqgcUo+i0cjKb8tR7RaqIrXQq3tcPbVrtAykP1AM6Nt+N7WazwuqF3ctu1VhYW2eN1mR53TIwPewPcsUHK3K1zg6HYieD3m7bA8pwx4N+1bqwDpluD3UEqDE6/dtVxQIjqatBK8ua+QJSmHK3nwz8dstiVMQYQ1kWLPdd6hYVIkXpqrQST78MOB+xCubahizTtIzGZIZ2Sk1PDpPSo7qBfpnGX8Uk4P1eQekghKTXrows9T1RlywVDg14FylNoOhX9ZGMJtOauYUcqzS5hV7PM38g1REpneOAyatIj0huDJnVtPK8yplPRVlrjfVDOfaeKpVFdFbYQXarzootuz22bGZSAdNMa3Se/h0VdAufOr8EVrVlSxcIbgnvHCidUjK1xgbPt3uW/oMeS+6XKZnjpu+mOMCONbgIReExbbA6ktkMbTQLVcvu9W3Z5IxuapqIxu444vDYpeyGnKxJQj183vVEEEKgX7pmxa6VGfJMTxT54fC/FDKXvObW6pEJcqvHoHDJg1znZaZCTDQTWK/0xG4fzcDr7UOkrMIcXVWxetk5jPa0ckXwkahSXvbicpEi7FQyoJVWlKUDFHmWpUr/FoJXdIuSsowUhceFQFApPK+Ta9otgzGp0sZcVSOjVzqI6cFlcbmgDIFOpgne4ULEuxQZUuCIpafVylE+9Q33RQrvyzOLIuI8tEihce225fvzb9H76hfQmSJow0nf91CKE78PU1cnVyk3tV8ECh9wZXqI0jqibFWoz6QQxnrMdvI7fbwhn8LuZbdqbL39WHV2WGN1ZaD7EDEm1enZaI738VDrbIhJG6r6cs21LfVSSsigywyVLifjzoWq4KerquzbpIWaVGOoKFMIdoie3FqyLDl3jUoF6Zz3GA0hKnqFoywCLkacSqt/LW/IcsNcCnuhnWlaVqfOVUXqm9UvA8ul5yAppcQ5R+FSK1mioiw9ZiHHKIWxlXEcIMsMJkZigHaeoxS0Mo0yik4ONtNkKtXfKL1nvm3JjEnzYIz0CpccRFWdDq0jJk9dEmLlmKnZ6e+16Oz+ZbfqrNiy22fLLrQt7bam8GbEll3sO0JMc9TickEgkBuNd47SJ+0sfaTbapFVTn20TikmQVGYOW67V2HUCallrHJA0t5MpyKs852MGDU+ejJjBk4ssWV3HeLwWIdZ/YLMYk7W8FjVoXiNiBtNp2VXnF9dUbkOWatX5yaN9erhf2qkWN5WU5T1Sl8l+LUVzqBwU9qUwvlUVfyo9jjXK5SFS95nrwOqauWajGGfxDrGqsBgCrO2VdG8WBYoZYlR8917e5Qu0u85FvtlmmStxuFwOuWbe59WOH0AlSnaGJaKkNp9LRUEHzmiIGrdrFTECBZNP0ZCcHgFMQSMMSnvMjh0TMWpTp0P5L7LKYfnuefmW9IDSFVoqvf1mzh00un4vMVSr0xjpKBfpN7rWhnqW+3CYKIdDpM81u/08Pcx3RtWDYlfi1n63e9VZlFnZ1FjYTBWpRu0P0ydkjytPK0MHqvOrqaxRo86O7aDYZ11PiSdVXX+etKIECLGVMXthnTWx1Bdp076FVNxT9DE4EEresWg2F6MiqIsmQuGdivHxSIVEc0yegUcXSrxPnK0V+J8ZL5tyYPBqQilJ4RIPTIugrEaQmon2+s5lnqO3rIhKk2eKRZ7BQHo6Ix2ZvE+JkMZha/qf8SYut9Er3AxYAEVDVmqakorM/iYCkZbTbWamLrSULWzrVs15qbOIQ9NMtJwKtOx6uwkja3/Xc+PorOzwSxqLMymzootu3Fb1vuAjxFKTQipje5m2bKFoeqIopqi29Gkcwkxstx3LHeT7ayBqDRKp1bcWmm+edTyA/c/m/L2m4kKolK0HnQ2ty5neN8noKqUk3SdmdKUIZBnlnZmUhtvlSI0Wrmhl6r2iy27yxCHxxrMcpjdrOVkDY/VcB/sUG1Lgjo6fsPV8+vK03UXgPTv0R/5euF/20HTxnBooCOKENLDh6sKbmqtqutLeeEhphCyWghDCJSlpygDmVWURRqvfulSW64wOHpZ1dWYb1lAkZssVflG0+tk9I/2CYAxmtxojDHkLUV7LqO3XACD6tA6gjKpinS/54guTXjKKnIivRDwLtBuWVT1EKGUQQVPq51yD6MPuCKiTeQh2bfp3voFYgj4bwVOPvEwRxYVCo9WCqMUFIv47AB1kcTUCz1CSKuTuirYB+m1GFPv9RjTw0ye5VPdl2Fjbvj7WDjflOmbFBK/2m96Vg3Evcas6uysaSyM19bw1C1Fa52NsXJQmMFJrqWzs6ix6TxGdVYpRYhJZ5VSKHQTRl231q11Fqr3xYjzMRW+CxGDIWqqvPGkC0YbiAEfNMF72rkiBo1WuinUqoj0+54Qq04KpDHLs1SfKKq0CqrRBCBT6bx6Pjkc+i5FYBzpejqdjKIb6PuACooycxAjPhiy3KbGVyFATPnf3V4K17ZW4SMEHYjaMm8NkdQdRkVFZjJMpVNWx2ol1lGUhtKVeBcoVDL+jdHEGJsHtGPV2eH6ArXGZjbVCkljOwjlX01nRWO3h1nVWJg9nRVbduO2bIzJuWu0wsV0fcv9kkDcFFu21ckoeiVoMDHNeTEEWlaz2HcUhaMsPb3Coayikyu6ZYrIa+UaFyI3+ZM44wcej+ktodrzfL2f4V3AuUjflRhjSI0GNf3g6bQNHWtQVceY3KY0zhC02LK7FHF4rMKsh9nNUk7W+FjV4qeIDFeXHskLD7FZadJVoaeaEFdO0PVKFKwd/rfVxDhYGYtQGXka51Ov9ahSBf/MKtp5hvIe56kMzNCsJi4XniPdHkUR8MFQaF+1IkstCb0KVV3AFEqtMJQZBF9V3c80kcDJBzu0DNyTaYqyykfPNfNzLeZbBqsMrVZJ30daWtMtHctLPY4sObr9kogiaxlc8EQUS4tpUlEBWu2MVmY40DF4o4gp/IOiDFirOH3BsXzrF2gbyFoZNvOUt32BQ9/7SI7ecw918S7yBbwPVV65ZbHbr8RXE/H0Ck8nSw9pBkWMoQldj9FTlJ5Oa/Xv9fh3JRX/GBgdIdStKaGyP5r9UyG/lb+bWTYQ9xKzrLOzpLEwOlYx1gbQqM5GaNJP1tPZbpEcrjWzorEwWnC0dtai0qqhUuBiSJFkNoNKYyH9bjObapL0isBSt8/RpQJbrZ4W3hMCtExSiH6/pNPJ6PVd9bmkCBBS+LWpKu63MsO9S33aVrNcOKw25FYxP2dRKq0CLvdLssygo2Kx1+PexYLlwlGWAZNp8tzgfKBXlJRloJNbXEhO4XZuMDqgg6LnFATwLmBQKJ3ux4E5zUIrJ28ZvFdYY9BG0cp0tQqpqdtY1k4xSHn1hQspLz/LybWuVmfjMetsCKHJ8681FgCf0nVKF8HG5js4SWdFY7eHWdZYmC2dFVt247Zs1yWdXe6lIq21LVu6kIpBV2kpx2vLLitDnjv6LpBpRbdwLPUKjiy5Kk2bVJfKJEf30mIJKqIwZJkFrbm7zPDeYgtDDIG+j1irCEHjiSy0Mk6Yz8EorFW0sxxUcm7UBftjRGzZXYo4PFZhFsPsxpmVnKzxManbHjLmoVfVvvV5JyEYnSAgeW5HiiNVYWFa0VSwrgvtbVX432rjWjpfhZIPLk8pxcJcXr2eDAmt0kRojUGpiFYpD9woRbfXZ6nb4+hySfCpIrW1Cq0MhxZyjEmhdSFC0S9TsaYsS4Z6S1f1N8BoiwvQ6bRQNiO4NNHYLHnMqYQ5sy2s87jS0S889y65pohdUUZMFlMueeFApRoeRQxAScwiMWYoo1O4XoB2njqydCia64+A1y3mTvgeTHS0MkOWGdoPOJtevkCmUjuybr8kRoXWaYVQK4VSiiwzzLUMpUu90DOrmhoCaxlnqxlzQDU5VQ+I1H3g011L26uVgrHv76wbiHuJWdfZWdFYGB2T2mAe11k1tO9aOhtCIIaBs2MnNDZ97sqxLUqPc4Mwa11V/89t6jxSa2sMEa0VlqSxwXvQqaBcv/T0ix5HFrv0S6D05EUJWnNovkWnk6Gtptf35FYTg8GF5ADIrQYdyDJNlmk0GudLDsy16LRyDvo6Tz85GUIIdNoZeWZx3tPvlyx3PctN2LMihkiIkaLvMUrR95Fuz2FtpJ1ryuCx2hBVekhqWY1XmlaMEDWd3BCjIipot3IUGmuglacQ6xggt+leFc6nluHVF0YrTWZoagpkVtMrIsR4zDpbr3jXD0w1IQyccbXG1vsPf39FY7ePWddYmB2dFVt247Zst1ewuFzQL+OILXugk2GsqqLzNsuWzTEm2bJFGQa2LIoiBHIbU+RcY8tGHKkTl4mKGFLhUWMUQWnaUVH6QJ5XOmgMHjg838aHQG417XZGO7cpxdGmtBWxZXcnazo87r77bt73vvfxj//4j9x8880sLi6ysLDAQx7yEH7wB3+QZzzjGRw+fHi7znVbmbUwu9WYhS/t+JgYnVr2DRvUdcuqet/k1dcoxr2PCjV0Td0iVctXSlX1Jahy1OOqeWurFZiaJPqrGdyTPKJ1qFrt1R8+Z2vS5JWZwUQSYr3CpoHI0mIfHxXLvZLvHk2rfFB5zL1G68DBmHFoLqNbeIIPZJ2cdqteEUgDkNLG0wqbitDJLRqHr4S8LF3jde4V/SpsUaf3uDhIb9GaTHvKMqBRlDGlsgQiOqaiTCGkFrUhRDINp857dLnMcpbjdSddf4honc5pyR7ixAeew0KImLkD9M0BVEyTewihyiuvW1ym61ekjgdWa4roQI16qWvjYhKTtitoxr4JiWcw4QAj28e/v7vBQNwr7AadnQWNhdExqcOhVVCVqTPQ2OF9V9NZpQZtVSdpbL3yqFe5DxvR09W2T9JZY5K26qFV3xBiVbDTNA8JkHS2NgLrh4YY4chSn17hOLJYsNiNxKpMaekCxgS6meHgQs6cyZIxrSNz2hBjaHRBoyFGyjKgVKCVQx4t3b5rWg5GlZwrPedYXC7JrKbbK1nupZXQPNNVR5e0YpoHg7bgvMK2NFalUOkQIbpIGQPEQOgrfDuFgrtQ5aEXkTy3BDSli1gT6LRbLHSyKr0ktUJMK8ypfkcqoAcxBnJlmwiQpKfxuHR24FgbDYnXutbW0e3jOisau33sBo2F2dBZsWU3bsveu5jqwJWVk7W2ZTstw6G5Tio6vcW2rNKKPCp8GbDWNLZs2YpkMbUHD7GyZVMBDAKKsgyDaLeQHMAhWnqlT+lFVtPJLXmuIVbjIrbsrmVVh8cb3/hGrr76ai666CKe9axnccYZZzA/P8/S0hJf+tKXuP7663nGM57BZZddxq/+6q9u5zlvC7MUZjfrTBqrhXbWeBfrH+ik8Rv37ANVbnnVhrCoiyhFOnmaeDwRWx2n2y9TnvWEfLd0bunfk0R/LYN7mNojWotEZg2myutUgLWaofmwKfIXYpV7HgJLPU+/jHjvU2cBpXBlRJvqcSUGcmUoq5zzXCscGpQmi5HSV2HDKhmwzqWioKAwJjLXyYmkFoVKpdC7o8spxy85LAqWisqgrpzDwUd0BspDp2VZ6vqqfkgkyxT90nFoweIjeOd4QP4tejffhPeeMsBJ3/9weMBZFF+/GaqUlc4DzuKb5SE67Yx5a1P6i6nvfZowVOGSxxqbHkL0oMuCNXrFb27YuBhn0natdVNAsH4wNNqQMch7NFXo6aSc2d1iIO4FRGenZ3yscmuaVqQxDkKup9FZHwLOBZZ6ZVM4r9ZYqxXO+2rFSldpL77R2eHaDenzVtfTjersIDh8VGfTqtroNaVaJUnf+qWvVt08yz1HvyirHHOF95FI6gRQd2HtF552FXqsVQpnNiarQrUDbWuIKlZOaUUrNygV6LRzQgyUleNAqVS3I3U+8Sz1U72OlBqT/rMti1suUBqyaHA+PSB4ncK2MYqoFEvdkjJ6es6TB9W0wM20QWEw1qQipiGCToVpQxh2bqlmXGBYZ82m62ztkKqL8flqPDJjIHogNuczSWdFY7cP0djpEVt247YspDRnVKpbQQxYdBPNsl22LCaivaZtNSFolvuOGCKljoQYsHmqg9TrldztPJlRlM5zpFsyZw1aG4oyFfNv+5TGE0PlgFeKwoktu9tZ1eFx8skn8+EPf5g8X1lk5eyzz+ayyy6j3+/zrne9a0tPcCeZlTC7WWK18Zg8VtON37g3OlQF1bp913gvjU6rXQDtqsJz7X22NmCHVjeHWS3/snCuyYEb3l4b3HWo7nB15WGR0GPG2/hDR104sF86nK9y/jLNvUVJUYRUzMmA0skobpmU4+19ZLnnWJhroVSocgCTN1kBxKojg64rgcNyP9BpKVq5JnhFGSKqWq1sZwarFYs9TzvTqCxjuejjXCSzmoAiz8FFj7Ia5QI610QfmZ/LeODBwIK6h84JGd/5/M0U/YJUNBCWvvpv2AdfhP/eC+mYPvkJh1jKDtKyFmvSd6W+f4Xz5Dat0GY2VfGOgNV1y8Q0bvNTGhfD351Jxtzw9zHPqvoGEdot00z2q62qiIG4vYjOjrLWWKw2VhvX2bSylmpXxEHUAgoXRqNFhnW2lsDhSIu19HSjOjtO48SpHBsrHTuKaALaJwPTVZNEr6pZEQgondJEOkbTztNvvtt3KBRapRXDGNMDifdpjAvnIabx0CrivMe7SJ5DZhSurBzVwZMZjW5ZypDqh2htCbGke7QqPuoNrU5O6Txtm6FLg1FpxTHPLb3S0euX9EpH0Xf0y0BhFCFA1tLMt9JEkRmN0oq5lqHTaZHbVOvEVjVLao2t789W62w7txijVmhsnmnmydbs0iIau72Ixq5EbNnEZtiyjpgKfgZFZpKDGNS227JZDkX0hOpadKZRUWGMwbmILx3LhWNxqSCEgDEaFcB2DB1jqzGCTp4z10q1P8SW3Tus6vC44oor1n1zq9Xip3/6pzf1hGaN/frFmMR6xW9W+8FNw3iumTUaa5M41xNAbUApUg5br0hC77xrQtvmWnZEwIfzL8OQJ1up1c+rqPIHm3PTijzTE8UjVeHWTZ5ijJFW5bg4stynKDwxpjxuH0MqgpcZiBGjoFd4jIZWblKbwZDGtJ0rFBndfomJmrl2MtrLsqT0EHwgBvDepcraPtAv0kpe6TxaR7yHw3kfExY58cA8tx1NHQXm2xlGaZxzLJae5W5IOY8oUIEMw/x8xn+Z/y6Lt9zEso50spLTTzqR274dKPolyiic83R8l68tzbPQafM9rsOhjqmEP60+h5CKfqV7p+jkhjyzA+OhVVe+Tqu4yWDfmHG2mjE3+X3TfR/FQNxeZHwT0xQY2yydzYwmz1MEh9EDJ0YIoVl1HNfZVOBOcXBu1CgfXhU8Hp1d6GR4ptfYpV5Br+9TUeTMgtIoFWlZjSG1bD26XNCymlZmU/epquaQtor5Vp7yoZVBu+Q8CD6Agl5lzNcpIGUZmPcWbTTLvQJTpYwUZUSpWK36BULw5MYwn+cUzpEpzdHC0S08R4oCk6XQ6/mDWaq90TIs9QrKEOh2HfMtQ+nBqHTtmhRaHSK0NOS5bTTWaEVmUrpOUaYCd7nVlaE80NmQ6QnG8ebo7Gps9vGE40PGd4DYsltjy2qVHKHt3G6qLdsvYxp/FWnnOcvdAm31+rZsZshaBlNFKh7pl6nQqE/RLM6n1J2idJzQ7hBVqCIbIcvElt1rbLho6eLiIp/4xCc46aSTeNSjHrUV59Rwww038J73vIeiKDh48CCvfOUrt/TzhNXZ6uI3k4pFZcaM5AjXHmqtdePVLqv2dzrWbcNKFjqtZkKIMYWj1S34ajKGV0eHPOBGjdenGvl7WDxCTBNETb1C6UPg7iM9lnoeH1LYuNWpmn5RhBRuaDPmbYui6FP6yHy7jSJibXoQqT81haml805F4hRFNx1Pk7oOlF7RaRkWewW9XgmkQkr3LW+j+8WbaVkoPTzg/mdxm7ovudF4EwnBEEPZeN0zHYkKHIHT5kq6X/8CdQx4GTXxazdx4v0fwbfuuAvvI61WhjMdcmNRQdMvC5y3tLJWCoMMKa/TOw8q5aJDXahrdLUZUh56ET15tvHWbFsh4vt5YhC2n+0oMDass0rVKQiDPGCgyklOf7sQRnQW0r+XDSM6m9rgbo7OTquxR5YKukWqjN/tl0BkYS5vcp7z3JCjyLOUh2+UIbOWSKCTWbIq5NhoTW4h6LRa14+pBH7hXIreUJFemQoTBiJLy326vRKjNZFIUQY6uUIZSwipC4wBMq3J8oy+DxCg1/OpUKhOLR+Xlx3zC5rYS8X5yp5LDyE+YDJD0Q90stS5QdtBvn2/6GN0u+o8A/0ihTYHHyiVw2hLp5VX46VHNBZI6Tua5vWNsNmaKBorbDe7zZYFmjoTikhwcU/YskRFyy+SuWVCPs9dy4ZeSWPLFpXjIoTAUtdjrOKEeUu/dClCJcapbFmUo9PJqRp1pRsUI96n9M1uEfme+ar+kbLooOmWJXOloTXXEVt2D7Guw+NVr3oVT33qU7nwwgspioJnPetZKKW45557+Kmf+ile+tKXTvVBV111Fddeey233XYb73//+3nwgx8MwFe+8hWuvPJK7rnnHg4dOsRVV13Fgx70IADOO+88zjvvPABe8pKXsLS0xPz8/DFeqnA8bHXxm0nForxWzUpjBNpVKFYt9qmA0aBtodapsE+vSA/99TZXeV1r9FBI17AH3GiFc3pFXqPWeuJ1rnbtS72So92SENIDQ79w9GPE6qwKeVPMt1PPbD2f40Ik+urBwnv6RYkxoJWpCi1VYdqFo184Shfoh1TIL1RF7bpdR+EDR5dLnPfcb87znf/8PMRAYZPXvn/Lv7HwkEPcuZzadh3tlpTeEXzEmhQGbo2iV0QyV9LvlsljHfn/2fvTWNnS+6wb/t3TGqpq733mnvt093HbfbrbQ+zYsU0EmCB4Xl6C8ypSXgQoSkCyQEEiXwIEQgZBgvhAFPgAPAiElICIiEDkUfI+EhIYHoaQOHZsd/v05J673d2nz7j3rlrDPb0f/qtq195n2qdPn9N92nUlkvvUrlrrrlVV1/1f/+G6aFTmnskhbA6goCwtxd2P8OJFhdKePijyzGFthNxTlxZjDG3nCVFuiKzJNH1YWGetFKRXWGEHt0JgbJfwqREummthaCWdAXXpdlVA9/KsMVIBnPPsnE/7EN41np3zQ4qDze6ecZe2l9GPtg+EIG3jbReJ3lOUlTisaOl2GI1qckz0QQ7ugyKmRB8iTmdJdAw82/lA7yOdjzStJ1iLteCD6G10bWDaBaZNEFHTNrLZe8aFpaocMFi2+uF8SubbQw5onVERmhDpYmKEYrrZi1OWgj5muhDIWXF0w1HVClRmu+mpa0fpwCfFdpvpo6fqA+PaAZo46IbUStbadJ66dCuOXWGFPbidYtk0/H5l9EORYqZbGl27XWNZ7wPrs5fZfOEUfYpopTl230le4Q6aJhAzbDeBmCLRZy7OZARla7vAOkOOGVdqmpm/Ziy7ZjVbm70k4yP0MRBSYlI4dGlYn1hiUsw6T1koiWUbh9UBcsekdqtY9gOCayY8/vN//s/81E/9FABf/vKXOXDgAL/+67/OW2+9xY/8yI/sO+HxAz/wA/zoj/4of/7P//ldj//cz/0cf+7P/Tm++MUv8pu/+Zv87M/+LL/6q7+66zn/9b/+14Vo6grvDW62+M3lWuzqpRnheStWTIlMXswRhrjcOihtZBkWFlFSFRvsDdVOZh2k7cxqRdY7tlEpScua1rutpHRKlwj2+RjoerGqmosZAYSYF4F/ymJB1oZMnzLODJZeWtrmtIa1UlxZmmnD9syTM2y3kdJpqtIsRPl8yExbTwxpaHWUNmtjoWla+qjo2sh223OPbqUKaWRW32gR5zPTbdq+JuZMUgnfZ7LOKI0IaWnFyGqiK0VQNcrm2YfMm23FkTtOsnYwEd2It1rHWqFpB8GqwhrscL7cRpzNCw9yhlb4NAhZmStsvMNTV1jhuw63QmDscsKnIHPZyxyrtdxsV1qEh5d5tir0YFEI1pgF780Du/3wrI9yY2+XAvbL8WxKiVkbUGSKwollrBx1kcgWZsnEnPFJo2PEGI21BmvEEaEeV7R94NzFGY2PUuibCT/WZYm10qkxbTzTeaCdFNYkfMj4KKKoxEjbBGazQIySGJm2AR8CZQhyQ5EyOco1UBr64Ak5YrVCGRmB2Rg7FBA9KCOOASplamfRBkoLk3GNs5qq1BTG0vqEMxZrxcqx85GMonKWOMzAp6wWN0jL4oR7seLYFb5bcbvEsnVhUVoNLnd6iGVFY0kptSvmvN1i2XXdcOHb3yLFiFKKSGT7xW9x+CMHOT2LhKTou8hW00NSbM482sLMN1TWUJWOWSdOhteKZY3RdClKV3Jl8DNNaaAoNIcPjHBaUZfS8bccy5rB4nvW6lUs+wHBFRMeP/3TPw3A5uYmv/iLvwjAN77xDUaj0eJvW1tbi//++3//71/1RPNOjWWcPXuWU6dO8a/+1b8C4E//6T/N3/27f5dz584t7G7/w3/4D7z++uvvyAnm8OHJvp979OjadR//uw2dj8Ocn8AYTblnvvxGEaN0FNx5bA2lNVqxsE/ce/51HwdrQtlECmfRDFZ5WtSNtZGseMoZa3dnWvVcVXoJfUgEH1GLlj6ZQyysJsVMSJI8kOqiR7u8mNerS0tdOQ60nsSmtB97i9KWEZkDkwLnLCll1ieOUVWIYF6MtOe2SdqgXcYohTaKelxSWU1ROro2sDXr8RmyCyQlVoZBDfOQStG0gcYnlFY0pkZZTc4yk0jWKKPpTUUEjDFUClItpOycoXaGmGBcWDaj4sETH+Pst5+AFCkLy+TBx3j24ojDByvWJzV3HtR475k1IsC3vl5ycE2saqvCSttjhMoZtBFLM2tk7rIqLTGKIvZelM4sPvMVLo/3E1+tePbdw63gWLgyz17u/IcOJbab/l3j2T6khduI0oM97nDwvTy71XiC1pDBOU1VWDbWKlTOGGe4OO3EScVoiipTOktdCn/UpWEyLrDGUjnNd97eJBpDbUVRX6VMWVomE4dRhjWdiecaPIqUtLi7DG3nNiu6kPAxs9VJUNxnRbYaNGhjCElRGkMikIaEjzGKcV0w6zVrtcGnTBEizlnh2wzb2x1NCBTGgFFsjCoOrFdsjA2juhZdkcFRZzIuWKsrnFOQJclRlgWlFY4FuTkal46ytGjFimPfId5PXLXi2HcXt0MsW1hJnsbMLo7tggglL/PsO41lC2dousCs9WQTcVbfkljWbl3AG+HWjAj3kzMmzOjVAdo20PYiFNplwAivPXQgU+UWSst3tjXTCEYbKnflWDYrmLWBnFuUEm0U5wyH1iruOFJxYDzCWkPb97ti2bW6QuvMuCpWsexNxK3kqysmPOYJjK997Wv8yI/8CI899hg/+IM/yN/5O3+Hj3/84+Sc+Z3f+Z1rJjquhjfeeIM77rgDM/g+G2M4duwYb7zxBocOHeLLX/4yv/Irv8If/aN/lJ/92Z/lJ3/yJxeJkP3g7NntXYI9V8LRo2u8/fbWO34f3024FeI36wdGvHV65/OYB45ij7h3PSLUpoB2mFdeJv65XZM8d2e+sbD6kmOmlOhDWjw/RMmQ14UZsuPSKpwz9EHa84zZOdbMacZVIdZWbc+sjYQYafuAc5Zm5plmT+E0KiVm2z1loen6yIWLMy5OO9o2D0rZ0M461kYlhRVBu/ObDU2f0MhISp8SDkho+j6w1QVmvmNz03NxavjsvY8y6t7E5kA2BdP6GN94o8f3Cayo/qeQGI8K1quSbDKbmz1b9OgGvqkOcuyB72OMZys5Xtq2VEVG54xKmZwCxIz3gZQyzTackxFHysIyqiwhRGbDTYNsphpfuz1zj7s/r70ijSvsxs3iq3e68ax49t3FrRIY28uzLBqfd6NwOxaJ1+LZvY4Ae7l7zrHALp7VOuOMhCNzng2RhZWjUpmysDRG4buewlqaWcd0qxvGUKRamkLE94bCaaI3+C5QFpqzIXH+YkvXeLog4zAK0TDpO0tVlPQxsLnZMesjOYnLizizaOpC0zWBvo+03rM162iaKMJ+1jBtPDpnGqvIYfjwlAjiFUVBYTUbo4q+j0xzRwiJJkVCyCgDI+3oeo8b5u5tzmgUKQSy0sSYCH1gGhOhS9SlJcREWVj6NjLVO24LVWHoCrsQJ1xx7PVjxbEffLzfY9kYJbHqh9aCOcf6EAf3KG4olvUhkVKi6dNi1MRZcVi52bFs0RtJVGfRPIo5Y5WmzTWz7Z5p52mDZ2uzJwGV0Ty2dp7muVN0ZKwz3H/vIzzRHWAzCQdfMZaN0qliNVhrmYWeucmYzRBDgqFLcB7LTjczoUs4q+nauIplbxJuNc9ec6TlS1/6Ej/6oz9KURR87/d+Lx//+McB+F//63/xkY985N1d5R584Qtf4Atf+MJNPccK14ebPY8WU9qV+ZbHdiy29qIq3IJUU04UmF2zjDFlHCJMJ2r8MBgKXtJ6OD/DbgsvtXhcWtjkPCmm4Rwa5aQtW6sd9e31UYFSErRPRo5R6QbhI7khCDGjlbQ3ez+09flMSnPhI0XrYZRETbrvEsoYtE5YbUFF+i6StUZlmd9sfUc3jVin6PtEJhIunkHjqcqCeuMgD2wonjmTSV3CVJpRLdVBazRdjKxPChF6NTBtAm9sW8qq4s7a81jVYSqHqksOrBUEn+mH9+vDXNE7Ma4M42pob9cKO2wOcyuva1vArbDCdy9uxW/gSjwr59+d9MiZhR7E1Xg2h0Bh7WDTN4zMODscMw88vnzcHZ5dFk1NScZL4sCxMneu0EoNrdqy/nFVEGNk1sGoyjjryCTIaiFcmnOm95KcLpwhz3q8T8K5g0Wjjw4dEmZof1ZEstKUDjoksROyVFHbENna7kCBVYouJWa9py4NUUGZDT6KxhJJqomTWuOsuMMUztAnSwkUTjHtIzkn6soxnSmMEkeHUWUZlwXWKZyxZJspncGHjDUaH8WaUXhWk3PGWRkRKgvLsvXgimNXWOFSvN9j2bmIaBxEM2PKmLTjIjIwHHD9sawa1tL5uIhlpdtCxKdvdix7Lo44dvwk3atPA5L0qI6f5KXG0fctbe/Znga0U4Qm8dAx2H7xSekCsRrfBfoXTnHX8c/y7bfBk64Zy1pnJYY2jso56lJTlQUbE3k/OVvyBLyXRJFSUDq1imU/QLhmwuOHf/iH+f7v/37Onz+/K8Fx77338nM/93M3dPK77rqLt956ixgjxhhijJw+fZq77rrrho67wu2LECXbvFeoTjaP3bPhsJtYQoRIothTadSDuv3l/Mv1YHWllaZvIyGmhUAdSgLIlEVlP6RI30uQH0gEnyndzuznfFU+RHxMKKVxxsEwp1kVju22peszhdtR7u5jZtqJ4F/TS+WxKg2j0mGdzGpWpab3hsIAWRGykllxBb4Xko0eMAqbFY/co5i+9BS9hqM2sP3GG/DmK9x1/HuYHDzKM7NDnDiiqenIbsTpmbjZTGqHyqAMTIoCaxX36zfZfP4U5IR1hsMf/ijZfhhnFC5EJpVDKYWPnphgVBY4K/OiNivqylI5e8VNYLUxrLDCrcXleFYx6O9ktYtn5/x2NZ5Nw3gFsIdnB/2kQRMkD+dWShFTHKwWFaPCyMx5SjRtEMHPBK2PWJ0GO9n58eWmYNb2pKxx1hGGKuihtZrOe5ou4uzyfLmmC56QE94Lzzqj2NgoRMdEJUpbMKoCWWVICa1EA6TzohXio3B+DJmi1GSryFpTlxadMpttJPhAjAllxbZwVDiUUVROSzJGQV1aRs6AgkkJGM1krDl9uiNrJZXIYcZ8UpWA7GNVWeNjpO0CSom47Ny5xRlxpXGDtspeTl1x7Aor3Fq8G7EssDueHdz5lvFOYtmURYA0hIxPmd5HSitFq5zzLYhlNRfq+zhw8hj4KbNU8mrn6IexHt8njIEYFWWpGOkO7TQ+SvJato1AmVuUqaicoSwspZHC5uViWRRkA812HIT3h4Sw0dhSOjhG5XgVy36AsS9b2jvuuIM77rhj12PHjx+/4ZMfPnyYkydP8lu/9Vt88Ytf5Ld+67c4efLkdY2trPDBQe8jISR8FP/tqEU8SLy4RY8ixLR4fLmKBXscCLRkqq94rhAxSS2C9Cb0+JBpO48PDFaGhqgyJZY2eJo+0PgAaFSW+UwfRe1fLMYkuBav7t1riDkzbXtSVFilZGbRyObX9YlCG3yRWENuHo5ulNRVgdEG6xRlWeF9RilHzhBCJEVpGdwMnn5IftS1pWsCtm9QOXOgUoQLZ8g5k3PCxo7ZK8/yuY98mLeef5psDNZZHr7/UV5Kx9AGaW9MCusUd9Se9rmn0TqhUBiVaV59mvWDd+KLA9SDM0EfIrV1Q/U1kwclcaM1lbPY1RzjCiu8L3Alnp0H1XPxvKiViO3tCeIux7MhpsuybdfHRfeGDzKnHkKkD2KNaoxYFTa9JBU6H+n6SMxDJxvyN2slWtVDoNkPx5ivwRRWKpYhkpLCIAnhiMJZRYyBro8U1lFUCbRlXBkm4xISVM5RlZqcCukUyZmU8jCymGh9IOZMNlBVFm2U2MwqTeUcxw8HTNNyMRQ8dzpx7mJHGJVkOjbGBdoqSiPCsAnIMROSdB5qEjEZbGnQWqwcjXPS0WLAGjsIR0dKq7F1QefT4AAgM/nOGpnrX/HsCiu853g3Y1nY4Vmt2eWEBe8slu2GkcQ+yRhgztCFBG3H+ri6RbGsos0lgTGbs0466rq0iGXLSmJZH6DXI2pjUDmgkhgRKBTbvWXaRrKG9brEOI3NGmcyZk8sqzNEpXClFPcKo7CDyYHSUBQ7PLuKZT+Y2FfC493A3/t7f4//9J/+E2fOnOHHf/zHOXDgAL/927/Nz//8z/M3/+bf5J/8k3/C+vo6/+Af/INbtaQVlvBet2It2zqlLDOIoId5xSGo1TsWW8bsOAzMcTl17MXM5NIuIer/WTLeQ1Vxa9aTs6hgg9hqGcOC3GKU8/ZeWpBzzjhnyDlCtkNQr2Qme89mFVMitjKjGaK0WZcuAxL0WgPWFCLgpxRlZalLUfHXioXfeVVKBlwNwkyHNkbonHBWAZJ0iTHhxoqjhzTlhUxtI9tp8G9H0SfDoSPr+FeeQKuSjaOHqFSE2Vvce+QIz58T2y6lFOsTRxEb2kH41A6t5zlEUjcluw1RDEcmT501cpOw9BnNK44rrLDC+4Nn55w6R0p58VhVWNKSjaExl/54L8ezlwsC48A7UjELg5vJ0N0RE6AoHIuZ8hgSKUswOusisxioCoczmRgCmZLCiWuMD+mS4D/GSNdlfEi0faKwiqp0ZB/wIVKXjkRGq4wvM4UxhJCoCoNWCt9LJ8m63SQ3U2I5YtOOxFo2eBljMQqnNVuzjsJpRqXlew9u4jZfxyTPoWQ4cPQI/91XpJBJWdH0gap0JKMk4Mow64J0ZlioK0NKoFVmXBisNWgyKUpQn1ImDDdK1hpkVMfv4lh4d918VljhdsX7gWNvh1jW+0jXS+JlHsvm9yiWPXpgxLqa0rkZd48tz54d0XSBXMoaXt8yfPz+R7nw/BOkFESQ9PhJvnY6gRLh7O3QcyBWoMFpTdOkXbGsMXrotoHKqkF0VZJSRWawzY2DRscqlv0g4pYlPH7mZ36Gn/mZn7nk8RMnTvAbv/Ebt2oZK1wGl4rt5FsmtjPfnOaBeEyZNTVICOWMMaKNMce8XXr5sWUYowgpkrNU9uYbya75xiwELVluaT3s+owioLVdeJXHlCkY2gCVhhTJSZGVkKDWoLDiggKDynaW9j8rx41JFKjbEEg+oLTMW/cYQoqy8WlNHxNOK/SoQN5ixCfFtO0k6M0yZ1kWjsJZyc6HyKhwjOuSrk/0UTNyikfHbxPOvMb43ntoXnmaiY1sYTl04jHOnjnLwaOH2eor7jk4pnnxa7QKslIcXF9nXD+IjYYcpXUymBFGG7roUcNYqVUaivHw2anF3GlOc7vcnc9ob+VihRW+W/Fe8ezyDUDXx4Vo6BxzS9o5py6PpFzJVu9SnrWXvD898ELTeZo+4X0akiDCszKrDiqLhWoCrNb0KRASkBJZJUprUcoMXReJPHSU7FQ8s/BsVvQx0XeelDOzVmhbWscNJmeCD5SFw+ZM23U4a/ExMWtnWA1H+tfZfu0ZtBJ9pgP3PcL22gNgCjZGGe8zZqKw2tCGjocOw4HNl7n44jfxSTo+7n7gcR6/68N8+20Z8wk5s9V22F5m6CvncEZTVWL7rVHEoavGx0xGugcnIyNCrEksJEmJIkRZ/xCQzz+zFc+usMIqlt1vLKuyJDtilr1AqYxWltJZcs63NJZVZNanLxNefwaVIlWf+OidH+aF8hibjaGxnqATv3t2wt33fBrTz+hUxdfeCCiTmVjRd9qeepzRXAiJjbpgUhdYdmLZnGR/aaPHKEUmYo1GKb2IZRc8a9Uqlv0A4pYlPFZ4f2KejV6u6oEe2mUvV7V797Lny5uTD5GmD0ukPqxEK7hM0H25TGvvRUV6fswQFWQRipsLCoWYiF6qgHM9qRjFAjGjhw1GHndOD0JOefHaEOOgCQIppsVzQozENBBiTvRe5hhTyqI43Qf6XrLJRkNdiPWXs5k+SCsgg7d65TSdT1yctvS9zFf6kEDDgXFiY01Km20bICcK61ibFGiVOaFeY/Mr/zcxBNqi4vBjn0HnwLhv+M7TT4L3VA8+SGk1Z5/9JqREGq7xxZee5ciJe3i9kYqjUvBmY3nowcfwzz4hPuwoRg8+ygVfUSiYfwWMlo3dai3/nTOF05dULlZY4bsR7xXPLnNsSokuXDp6opCkR7zUVe+6eXbOkwA+QNeLHkcMER+jzHov8awNYEsZm8mDqGmMkb4Pw2OQTcJoCVX6MDgZKEUIopehtab3iZACPmS2Zl4eV6K7NKlLApHeR3qfQSWMytTO0ofMhVlL0yXuHnnS+dep6grjCtrpjO2XTqE/fIg+jymd5kOHMn425YIznDqdOKI7ps8/gVGZoKTKOn3xST7yfR/mlYsK5xSdj1SloY+yj+SkqEqN72BUWBKZUWFouzBY4WZGTsSofUhYY0CJK0NGNDvmI0jOyp6xCsRX+G7HKpbdfyzbhyhJ5iFZ7FLGOuFVcXjhlsWyB/WM7Re+hTFZRvSconvjGe4+fpA3z7e0PtN0AQc83UDXFXRtj0Vx4KChLA1dEykrS99HYoBNPOPSwdAFqJR8LqOqRM+0JG90xjqN9xGrtcSySzy7imU/eFglPD4AuBHiDjGx3fTDvPI8iynCRHvxbmbPl9v+QDYDrbjkMWfMQqF657yXZlrnWfU+pIVYqcykB1AyK931IuQkIntZNochmDQGctb0XjYZawbngOG5fR9oQx5aimW22w1KzUopei+JkKQSSu+ocYcsIzAxZJpOWg2nUVxeAhnnNT5k3NCuWFqZt2ynnq6PNG2g7SNdn6kKxbaRGwLIbDaJstBY3WIUHC09289+nRSGbH/b8ObX/juHHv002k2wdz9CxPLsi6f5yPFDVCbTo0lk3MYRzrZQh21S3MAVCqWhC3Cmvg/3kQ1snJHdiLfcOjZmTJbqa+E05Pn1zosAfLVBrPBBwu3Gs3s5ducmYDfE2tDS50tt9S7Hs633Yus6iO75kBY8GyMLjo0pD24DCm00OopYnFHCs8DQei2ifn2OtF0kIIG9UlAWBoUeusgybR8xCmljVtAP44XawGwWCDHT9Z4waGQoDT61GKVRKFQW7taAtpbYd2xPe1LOHOlfY/rCV9FZesDXHniMt5pMvnCB80ZzXL1J8/IpOh84oBJ/7J4PUZRrnB/2G6shig0YOSYCFp1hvbbEBE3Xi02kSmhtyAmMVUSgKA12JpodTmu0NcThGhqdqQu9qAjnwYGmsHple7jCBwq3G8fO13y7xbKNl+drnTBZLMK10mitCFF4+2bGsmu1Zt0Equl5nIuc73oZg9FREtUx42dbtK0V7aeUaEPm4MRhkqKyou+E0vTdIHxdOTrvkV1O0xPRUS9i2aQVzmmMFb29yhrS0P0S57EsahfPrmLZDxbeccLDe89f+kt/iV/91V99N9ezwnXiRoi795HtpmPaSGnPmkhZGMDsssWCS0ldHstXzJ5fC3tbpRVgjSQPnNGD5ZOMS+zH7ilnEbzzYV5dDGgFZWGZNomF4FIa9DeMVDS1AlfI8WdNoHQabcQNxVpNzJBTxjnNCEhWLLu0AucsdkhAdD4OrYlDxn04R4iK6SzQeo/SmugT0SdmSNY4GvFd10ZRFzJn2AdP0/a0bWTaRqZth9GaEC1b08DFoRKbYqSxhoi87/UDDTnMrcoyZEg5onzD2ann9e+cxVmNRnGhyRSH7yW1kags5zqFNoqekehxGBHZkyy35o2ZoyoO45KizEiHy3Cj4sxgPZkS1upVxXGFDxxuR569HMfK+fUunpW17I9nuz5KN0UUjmmHdeWc2ZyKg5WzZsGz0gos2hda2UVCZFzaRdVxLmqqlcIO/Fq7gjwE4lZrFGmwwR3GB70nklEorJEAue0CIE4GvpOWbO8jGkgKSqcxVlMXTgJ/3zNtPLM2cc/Es/nys5iUiBlIkQvPP0F9/JO8EQpqNeX0t7+JzpmDZkp37jTTsy9Rfs8XOHT0CBfOnCFmUFpRHryD76QRlcvUlaXrA0VhxVJWgQd0qdBWU1aKFCSgNkaJCHRWGMWiajt3Gpvrq6w4doUPIm5HjoXbOJbNCaMLEYK2WhLJZNqbHMvWheVEcZbmqafoYsLeeZR1ZpztaxLiwuKM4UJvaEIgpoQatEpmbRSB1JCpa4NDU9WO0EemrUcjySaVFbEH43bHssVQoCydpSotdt6tnfLQ6WgG/Y4Vz34Q8Y4THjlnvvKVr7yba1nhMrgaOd4IcUtbm8ytzcXfQgS8qBvP5wqX5xKBXe2C8/nA/a4fWPx3GlSqc87SGTF0B4gw2zw7v5P9vtb7SUOlD6QNWDYLhTXiES5ieHPrRXBW5iKVUuScIEvbH4DVinJQ/fchkZF1aZMpjMMaCT61lo1taxYwOqGGlsU+JEKI2LoYXA8iWilKa2gUdD7h7CCYlEAlqfj5oEjZ0nY9TefpYyJ4T4jiyFIYI2tNmX5ojfZdoE8eowxbqkB1mjvWj5K2zzGZlCgN4/se5rmvPokbrqu1mvNnLnDsoY9y5qlTKDLGGA6c+CiveEdVaMa1lU1jaJ8eVxalNKVTVE7UrOvCSsVygLNmVXFc4bbDtQLQW82zezkWrqylcbn1z/+dclp0XeW8YwmrtR4U6jWF3R3QXe39xCTaEvPEifBspLBgtFQvU5bE5zLP2kHBXymNNXnR7lw4u7iWXR9AKZzVJC2Vz8Jq9FCdjMmCDwSkPzn5TNcFCmfJWuFDQCFK+8pHQmHpB/vWmEX0VKTtND5IgNs0HU0bpWoatjnfJI6tHSFungGy3BysHeT1c4rvObxJ0g11ZWnfPrNwcdk6f55i7R5KM6ZpOqIp2L7rMV44r6hLTW0MsyQONLUzlKUo/RurGNeWiTNsDx1747oY9KAyzlkKY6ic7Idznl1x7Aq3K97rWHb+XB/SICTKuxLLqqGbI4rXLAo+8LFs5SwzFSSWNbtjWWMsIQZi0rRdd0kse9coM3v5lCSicubM22e56/BRRhc2Od8rjhw7Qn34MOe3FQbok6KwihQilVNsdpFJZXFWiyBqUBhnwCeMlVGU9VGBdeqqsazRmdIVGK1WPPtdgqsmPH7gB37gin/L12KHFW4Y18p4X+kj2M9Hk7N8hvOsZkwZsrS/OaNJOTFrZTTCaCGLtvOYXWr8Ca2v7Em9vP4+xMW55mrV3ke8lNMALZlYJ0J2hbu+zKpWomDfdL1YH0ZRY84ponUxzIfn4ZhijWiHzLsoTWvMsLlkhsROhrbt6RZz1NB2gbWRJZOpXCE3EEraDlOU1jitwBjR9QjDLHkfxEo2+DSIBwasdXR9ZGvaMyktRSUV0hgzsy5wdqtDZYgBHrwzs8EWyY55fapp2kTfBxKRaePxvueboeD77nuE068+zYOHFHHrbcrjj/PsN57gxIl7efXFV9neaghRUd9/gv998Qh3nvg8IzqwE15NJSEl1sYWpeyg2SEq2uvjAh9lXrMsLM4qxlVB4aQi+14poq+wwo1gP1XFm8WzWqlFAD5H2wf6wQZPkKTKZGC5Snml9ccYFhw9t4GNSWanM4rCadIghFe66wvq8rAXXMKzJklXgjGkgT+XebYoHFplSieJjj7s3HRorZl1nrbzgFTguiBjK1pb1qtSZtVzWnSCpDQE5EoRU0TFQWE/J2Kf8X0WgdQsYn4j45i1ns1ZprYGT0cMcl3PTztyhFlZk33mDUoOH7gXSyAox8v9YR4qT5POvU04/wa4xFpdcyGK20tIijdPb3Lnx76XM+d7cjHi1JuJzveyp4w1eqiAFs7itAUjgoSFM6ANzoIzjuAyhRXdktpZikIzrgpgnjhaVRtXuD3xXseyIbLg2Zgys1ZcjpZ59p3EsiC6GW0f8FGSHhklcdIHNJYNETofCK3EsrPOo43DB4lF17rElguElAl9ZOY957d7VIZZk9CpI4SA1ZqspFvv1be2Ofrop7irvcDFl57hO6+9SaE1n77nJL9/fo0cM+trBajMwYloPm1uB2bTxMH1ApQkeUprqI1wJypTVdeKZc0qlv0uwlUTHhcvXuRv/I2/wb333nvJ3/q+5y//5b980xb23Y79ZLyvZJG0H+skyUzLvJrRIgQnWWRNyhIwztX8oxZLUhE8kjGGECUZUgRNSpduYMvrn1tnyT/C0EImlTqtwfu5V/hcEXn/12n5/VitqEqLMaJ2b5TCDBvgXDjKB2l5lIy7tFrbYSQjMyQlUiYkTdN5NpseULR9ApVQaOqsiNHSdAFrFClLOzYadNZgxdq1C0nEpZK06XUxoFFDe6Mm+kjbBDKZpg+0faIJEauzeKKTySrz2Tu3uPDcE0yzaIiceOij/MFsnZCCbMRBKq9NH/ndM+v8wMc+R3f6KeLa/bz+xjm2t1q2t5/n4OOfo7swY6Zr/uCCJqSePpZYCkpjKSqYlBatBl94pdDDBqGHufHSDe3wQ3V4v7ON77VV3Aor7MV+q4o3g2dBui5CEJ7VA8cCi/nvPATqVZGxUdPneEWOna/dx7RY1w7/wlzoU96XekcFi/lx9/Js7Qxq7jigh8rjwLPOanE80YqycIBwvycTEjRNx6z1g9BpYrvtsdpgNVSFCN6VTtP6tBAoVSlTGKA0UoEcBJz7PtIFgIQzarB3VYPYtIjphT4x8xGLQlsIPjHznlc3Cx7/0OOcf/YJ3vKZjGHtoZNSOX7lFFtojt/3KPHNp+Di20wO3E06dJy3zm+Sc+SF84avvmJYryOdTxRG4wdhwaIsIGVChFEhM+SlM+TB6ttWlsmaQyUR3nNaY4xedOQZrfaVmFpx7ArvR7zXsWyM4FPYxbNKQYw7PPtOYlkzdIl0Pixi2RgHvQy1w+XXi/dzLBsThJRo+uVYVoqYbSOJ6qYPpEbRhIgi0Q6xbBsjk3XLNCjqmPExYJ0hxUzCM42a008+Rc5JEg8pot98io8++HleuKDxIXDhQhD9PJ0plCKS6YIIXI/qEo0CrckoJoVZxbIr7MJVEx6PPvooZVnyuc997pK/9X2/6vK4idhPxvuKXt37+BGKEI9sOs6KJ7hSEljN26LnSCkT2JlLBFBK2qLnZ967gS2vc8dOkIFQtahMDK15xuidNsFrvH8516WEY4ZZcKMVpnCYEGXjMJowPN9aRUwaa6AYxjLSsJmZYaxGKZmfDiExawMpqaFiEAkxsjGpKa0Tkb0Q8VEtNDN8GFoNDago9VgfRbnaWsgYQsiLtTS9JykWlciYJZufSRTacnwtcd+4JZ97E2ssMcORowdw01f57H2P8juvWFLKPHiHos4NFCXf2dZc3GpRb18Uxf+cBweGxJkLM77+tqMwEWuhKC0pJExpQUNhFWVtUUqCgPnnHWOmHDaLOa6n2vheWsWtsMKVsN+q4rvNsynL76cq7NKooHAsCM9KkVIN7cpDJfEqHCv/Fp71kV18KiNruwUv51x8Nezl2Z3rwIJni6FLY37jIFoUkPpEVeiF7kQf0tBWPa9YaulA8VItjRFSirR9ZFxBNSqpSkdMiabPC47teqkyCl+JE4wPkS4mCmfEOcBovM8UFtoQqRXELP+tUmbqe7RSqAApKto+EELif2yN+chDn0OlBq9rfu/txMfvbCXZkgMvvpm5566Pc7joyOMjPP/Cq+SUWX/ocZ6/oBkV4vpSFqJpYrUixUTsI7oU0dSUMhu1xTkLWSxrnbHkCNYp1kclo3KoSF5HtXHFsSu8X/Fex7KwE1fujmXl0Xcay4Yk594by86f94GMZWPGGUU0QywLOK2Ytp48zBNN27Ar
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