Files
pandas-ta/examples/example.ipynb
T

1426 lines
1.3 MiB
Plaintext
Raw Blame History

This file contains ambiguous Unicode characters
This file contains Unicode characters that might be confused with other characters. If you think that this is intentional, you can safely ignore this warning. Use the Escape button to reveal them.
{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Technical Analysis with Pandas ([pandas_ta](https://github.com/twopirllc/pandas-ta))\n",
"* Below contains examples of simple charts that can be made from pandas_ta indicators\n",
"* Examples below are for **educational purposes only**\n",
"* **NOTE:** The **watchlist** module is independent of Pandas TA. To easily use it, copy it from your local pandas_ta installation directory into your project directory."
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Populating the interactive namespace from numpy and matplotlib\n"
]
}
],
"source": [
"%matplotlib inline\n",
"import datetime as dt\n",
"import random as rnd\n",
"\n",
"import numpy as np\n",
"import pandas as pd\n",
"import mplfinance as mpf\n",
"\n",
"from alphaVantageAPI.alphavantage import AlphaVantage\n",
"import pandas_ta as ta\n",
"\n",
"from watchlist import colors # Is this failing? If so, copy it locally. See above.\n",
"%pylab inline\n",
"\n",
"e = pd.DataFrame()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### List of Indicators (post an [issue](https://github.com/twopirllc/pandas-ta/issues) if the indicator doc needs updating)"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Pandas TA - Technical Analysis Indicators - v0.2.28b0\n",
"Total Indicators: 126\n",
"Abbreviations:\n",
" aberration, above, above_value, accbands, ad, adosc, adx, amat, ao, aobv, apo, aroon, atr, bbands, below, below_value, bias, bop, brar, cci, cdl_doji, cdl_inside, cfo, cg, chop, cksp, cmf, cmo, coppock, cross, cross_value, decay, decreasing, dema, donchian, dpo, efi, ema, entropy, eom, er, eri, fisher, fwma, ha, hilo, hl2, hlc3, hma, ichimoku, increasing, inertia, kama, kc, kdj, kst, kurtosis, linreg, log_return, long_run, macd, mad, massi, median, mfi, midpoint, midprice, mom, natr, nvi, obv, ohlc4, pdist, percent_return, pgo, ppo, psar, psl, pvi, pvo, pvol, pvt, pwma, qqe, qstick, quantile, rma, roc, rsi, rvgi, rvi, short_run, sinwma, skew, slope, sma, smi, squeeze, ssf, stdev, stoch, stochrsi, supertrend, swma, t3, tema, thermo, trend_return, trima, trix, true_range, tsi, ttm_trend, ui, uo, variance, vidya, vortex, vp, vwap, vwma, wcp, willr, wma, zlma, zscore\n"
]
}
],
"source": [
"e.ta.indicators()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Individual Indicator help"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Help on function ema in module pandas_ta.overlap.ema:\n",
"\n",
"ema(close, length=None, offset=None, **kwargs)\n",
" Exponential Moving Average (EMA)\n",
" \n",
" The Exponential Moving Average is more responsive moving average compared to the\n",
" Simple Moving Average (SMA). The weights are determined by alpha which is\n",
" proportional to it's length. There are several different methods of calculating\n",
" EMA. One method uses just the standard definition of EMA and another uses the\n",
" SMA to generate the initial value for the rest of the calculation.\n",
" \n",
" Sources:\n",
" https://stockcharts.com/school/doku.php?id=chart_school:technical_indicators:moving_averages\n",
" https://www.investopedia.com/ask/answers/122314/what-exponential-moving-average-ema-formula-and-how-ema-calculated.asp\n",
" \n",
" Calculation:\n",
" Default Inputs:\n",
" length=10, adjust=False, sma=True\n",
" if sma:\n",
" sma_nth = close[0:length].sum() / length\n",
" close[:length - 1] = np.NaN\n",
" close.iloc[length - 1] = sma_nth\n",
" EMA = close.ewm(span=length, adjust=adjust).mean()\n",
" \n",
" Args:\n",
" close (pd.Series): Series of 'close's\n",
" length (int): It's period. Default: 10\n",
" offset (int): How many periods to offset the result. Default: 0\n",
" \n",
" Kwargs:\n",
" adjust (bool, optional): Default: False\n",
" sma (bool, optional): If True, uses SMA for initial value. Default: True\n",
" fillna (value, optional): pd.DataFrame.fillna(value)\n",
" fill_method (value, optional): Type of fill method\n",
" \n",
" Returns:\n",
" pd.Series: New feature generated.\n",
"\n"
]
}
],
"source": [
"help(ta.ema)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Load Daily SPY from [AlphaVantage](http://www.alphavantage.com) and clean it"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"def farm(ticker = \"SPY\", timeframe=\"DA\", cols=[\"dividend\", \"split_coefficient\"]):\n",
" AV = AlphaVantage(api_key=\"YOUR API KEY\", premium=False, clean=True, output_size=\"full\")\n",
" df = AV.data(symbol=ticker, function=timeframe)\n",
" df.set_index(pd.DatetimeIndex(df[\"date\"]), inplace=True) if not df.ta.datetime_ordered else None\n",
" df.drop(cols, axis=1, inplace=True, errors=\"ignore\")\n",
" df.name = ticker\n",
" return df\n",
"\n",
"def ctitle(indicator_name, ticker=\"SPY\", length=100):\n",
" return f\"{ticker}: {indicator_name} from {recent_startdate} to {recent_startdate} ({length})\"\n",
"\n",
"def ta_ylim(series: pd.Series, percent: float = 0.1):\n",
" smin, smax = series.min(), series.max()\n",
" if isinstance(percent, float) and 0 <= float(percent) <= 1:\n",
" y_min = (1 + percent) * smin if smin < 0 else (1 - percent) * smin\n",
" y_max = (1 - percent) * smax if smax < 0 else (1 + percent) * smax\n",
" return (y_min, y_max)\n",
" return (smin, smax)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Initialization"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"price_size = (16, 8)\n",
"ind_size = (16, 3.25)\n",
"ticker = \"SPY\"\n",
"# # All Data: 0, Last Four Years: 0.25, Last Two Years: 0.5, This Year: 1, Last Half Year: 2, Last Quarter: 3\n",
"# yearly_divisor = 1\n",
"# recent = int(ta.RATE[\"TRADING_DAYS_PER_YEAR\"] / yearly_divisor) if yearly_divisor > 0 else df.shape[0]\n",
"# print(recent)\n",
"def recent_bars(df, tf: str = \"1y\"):\n",
" # All Data: 0, Last Four Years: 0.25, Last Two Years: 0.5, This Year: 1, Last Half Year: 2, Last Quarter: 4\n",
" yearly_divisor = {\"all\": 0, \"10y\": 0.1, \"5y\": 0.2, \"4y\": 0.25, \"3y\": 1./3, \"2y\": 0.5, \"1y\": 1, \"6mo\": 2, \"3mo\": 4}\n",
" yd = yearly_divisor[tf] if tf in yearly_divisor.keys() else 0\n",
" return int(ta.RATE[\"TRADING_DAYS_PER_YEAR\"] / yd) if yd > 0 else df.shape[0]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Get Ticker and take a peek"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"SPY(5321, 6) from 1999-11-01 00:00:00 to 2020-12-22 00:00:00\n",
" open high low close adj_close \\\n",
"count 5321.000000 5321.000000 5321.000000 5321.000000 5321.000000 \n",
"mean 165.026014 166.004450 163.948470 165.024554 140.266665 \n",
"std 66.651854 66.879610 66.388704 66.656374 74.072144 \n",
"min 67.949997 70.000000 67.099998 68.110001 53.467932 \n",
"25% 116.900002 117.559998 115.890000 116.670000 86.991573 \n",
"50% 139.062500 139.990005 137.870000 139.020004 106.222383 \n",
"75% 206.710000 207.790000 205.420000 206.660004 186.109996 \n",
"max 371.940000 378.460000 371.050000 372.240000 370.653693 \n",
"\n",
" volume \n",
"count 5.321000e+03 \n",
"mean 1.107594e+08 \n",
"std 9.746371e+07 \n",
"min 1.708170e+05 \n",
"25% 4.796660e+07 \n",
"50% 8.197430e+07 \n",
"75% 1.478659e+08 \n",
"max 8.710263e+08 \n"
]
},
{
"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>open</th>\n",
" <th>high</th>\n",
" <th>low</th>\n",
" <th>close</th>\n",
" <th>adj_close</th>\n",
" <th>volume</th>\n",
" </tr>\n",
" <tr>\n",
" <th>date</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>1999-11-01</th>\n",
" <td>136.500000</td>\n",
" <td>137.000000</td>\n",
" <td>135.562500</td>\n",
" <td>135.562500</td>\n",
" <td>91.209278</td>\n",
" <td>4006500.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1999-11-02</th>\n",
" <td>135.968704</td>\n",
" <td>137.250000</td>\n",
" <td>134.593704</td>\n",
" <td>134.593704</td>\n",
" <td>90.557452</td>\n",
" <td>6516900.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1999-11-03</th>\n",
" <td>136.000000</td>\n",
" <td>136.375000</td>\n",
" <td>135.125000</td>\n",
" <td>135.500000</td>\n",
" <td>91.167226</td>\n",
" <td>7222300.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1999-11-04</th>\n",
" <td>136.750000</td>\n",
" <td>137.359299</td>\n",
" <td>135.765594</td>\n",
" <td>136.531204</td>\n",
" <td>91.861042</td>\n",
" <td>7907500.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1999-11-05</th>\n",
" <td>138.625000</td>\n",
" <td>139.109299</td>\n",
" <td>136.781204</td>\n",
" <td>137.875000</td>\n",
" <td>92.765176</td>\n",
" <td>7431500.0</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" open high low close adj_close \\\n",
"date \n",
"1999-11-01 136.500000 137.000000 135.562500 135.562500 91.209278 \n",
"1999-11-02 135.968704 137.250000 134.593704 134.593704 90.557452 \n",
"1999-11-03 136.000000 136.375000 135.125000 135.500000 91.167226 \n",
"1999-11-04 136.750000 137.359299 135.765594 136.531204 91.861042 \n",
"1999-11-05 138.625000 139.109299 136.781204 137.875000 92.765176 \n",
"\n",
" volume \n",
"date \n",
"1999-11-01 4006500.0 \n",
"1999-11-02 6516900.0 \n",
"1999-11-03 7222300.0 \n",
"1999-11-04 7907500.0 \n",
"1999-11-05 7431500.0 "
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# All the Data\n",
"df = farm(ticker)\n",
"print(f\"{df.name}{df.shape} from {df.index[0]} to {df.index[-1]}\\n{df.describe()}\")\n",
"df.head()"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"SPY(252, 6) from 2019-12-24 00:00:00 to 2020-12-22 00:00:00\n",
" open high low close adj_close \\\n",
"count 5321.000000 5321.000000 5321.000000 5321.000000 5321.000000 \n",
"mean 165.026014 166.004450 163.948470 165.024554 140.266665 \n",
"std 66.651854 66.879610 66.388704 66.656374 74.072144 \n",
"min 67.949997 70.000000 67.099998 68.110001 53.467932 \n",
"25% 116.900002 117.559998 115.890000 116.670000 86.991573 \n",
"50% 139.062500 139.990005 137.870000 139.020004 106.222383 \n",
"75% 206.710000 207.790000 205.420000 206.660004 186.109996 \n",
"max 371.940000 378.460000 371.050000 372.240000 370.653693 \n",
"\n",
" volume \n",
"count 5.321000e+03 \n",
"mean 1.107594e+08 \n",
"std 9.746371e+07 \n",
"min 1.708170e+05 \n",
"25% 4.796660e+07 \n",
"50% 8.197430e+07 \n",
"75% 1.478659e+08 \n",
"max 8.710263e+08 \n"
]
},
{
"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>open</th>\n",
" <th>high</th>\n",
" <th>low</th>\n",
" <th>close</th>\n",
" <th>adj_close</th>\n",
" <th>volume</th>\n",
" </tr>\n",
" <tr>\n",
" <th>date</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>2019-12-24</th>\n",
" <td>321.47</td>\n",
" <td>321.52</td>\n",
" <td>320.90</td>\n",
" <td>321.23</td>\n",
" <td>315.230313</td>\n",
" <td>20270007.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2019-12-26</th>\n",
" <td>321.65</td>\n",
" <td>322.95</td>\n",
" <td>321.64</td>\n",
" <td>322.94</td>\n",
" <td>316.908375</td>\n",
" <td>30854382.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2019-12-27</th>\n",
" <td>323.74</td>\n",
" <td>323.80</td>\n",
" <td>322.28</td>\n",
" <td>322.86</td>\n",
" <td>316.829869</td>\n",
" <td>42523486.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2019-12-30</th>\n",
" <td>322.95</td>\n",
" <td>323.10</td>\n",
" <td>320.55</td>\n",
" <td>321.08</td>\n",
" <td>315.083115</td>\n",
" <td>49652827.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2019-12-31</th>\n",
" <td>320.53</td>\n",
" <td>322.13</td>\n",
" <td>320.15</td>\n",
" <td>321.86</td>\n",
" <td>315.848547</td>\n",
" <td>57059907.0</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" open high low close adj_close volume\n",
"date \n",
"2019-12-24 321.47 321.52 320.90 321.23 315.230313 20270007.0\n",
"2019-12-26 321.65 322.95 321.64 322.94 316.908375 30854382.0\n",
"2019-12-27 323.74 323.80 322.28 322.86 316.829869 42523486.0\n",
"2019-12-30 322.95 323.10 320.55 321.08 315.083115 49652827.0\n",
"2019-12-31 320.53 322.13 320.15 321.86 315.848547 57059907.0"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Recent Data\n",
"recent_startdate = df.tail(recent_bars(df)).index[0]\n",
"recent_enddate = df.tail(recent_bars(df)).index[-1]\n",
"print(f\"{df.name}{df.tail(recent_bars(df)).shape} from {recent_startdate} to {recent_enddate}\\n{df.describe()}\")\n",
"df.tail(recent_bars(df)).head()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Aliases"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"opendf = df[\"open\"]\n",
"closedf = df[\"close\"]\n",
"volumedf = df[\"volume\"]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## DataFrame **constants**: When you need some simple lines for charting"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Columns: open, high, low, close, adj_close, volume, -5, -4, -3, -2, -1, 0, 1, 2, 3, 4, 5, -100, -90, -80, -70, -50, -30, -20, -10, 10, 20, 30, 50, 70, 80, 90, 100\n"
]
}
],
"source": [
"# help(df.ta.constants) # for more info\n",
"chart_lines = np.append(np.arange(-5, 6, 1), np.arange(-100, 110, 10))\n",
"df.ta.constants(True, chart_lines) # Adding the constants for the charts\n",
"df.ta.constants(False, np.array([-60, -40, 40, 60])) # Removing some constants from the DataFrame\n",
"print(f\"Columns: {', '.join(list(df.columns))}\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Example Charting Class utilizing **mplfinance** panels"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [],
"source": [
"class Chart(object):\n",
" def __init__(self, df: pd.DataFrame = None, strategy: ta.Strategy = ta.CommonStrategy, *args, **kwargs):\n",
" self.verbose = kwargs.pop(\"verbose\", False)\n",
"\n",
" if isinstance(df, pd.DataFrame) and df.ta.datetime_ordered:\n",
" self.df = df\n",
" if self.df.name is not None and self.df.name != \"\":\n",
" df_name = str(self.df.name)\n",
" else:\n",
" df_name = \"DataFrame\"\n",
" if self.verbose: print(f\"[i] Loaded {df_name}{self.df.shape}\")\n",
" else:\n",
" print(f\"[X] Oops! Missing 'ohlcv' data or index is not datetime ordered.\\n\")\n",
" return None\n",
"\n",
" self._validate_ta_strategy(strategy)\n",
" self._validate_mpf_kwargs(**kwargs)\n",
" self._validate_chart_kwargs(**kwargs)\n",
"\n",
" # Build TA and Plot\n",
" self.df.ta.strategy(self.strategy, verbose=self.verbose)\n",
" self._plot(**kwargs)\n",
"\n",
" def _validate_ta_strategy(self, strategy):\n",
" if strategy is not None or isinstance(strategy, ta.Strategy):\n",
" self.strategy = strategy\n",
" elif len(self.strategy_ta) > 0:\n",
" print(f\"[+] Strategy: {self.strategy_name}\")\n",
" else:\n",
" self.strategy = ta.CommonStrategy \n",
"\n",
" def _validate_chart_kwargs(self, **kwargs):\n",
" \"\"\"Chart Settings\"\"\"\n",
" self.config = {}\n",
" self.config[\"last\"] = kwargs.pop(\"last\", recent_bars(self.df))\n",
" self.config[\"rpad\"] = kwargs.pop(\"rpad\", 10)\n",
" self.config[\"title\"] = kwargs.pop(\"title\", \"Asset\")\n",
" self.config[\"volume\"] = kwargs.pop(\"volume\", True)\n",
"\n",
" def _validate_mpf_kwargs(self, **kwargs):\n",
" # mpf global chart settings\n",
" default_chart = mpf.available_styles()[-1]\n",
" default_mpf_width = {\n",
" 'candle_linewidth': 0.6,\n",
" 'candle_width': 0.525,\n",
" 'volume_width': 0.525\n",
" }\n",
" mpfchart = {}\n",
"\n",
" mpf_style = kwargs.pop(\"style\", \"\")\n",
" if mpf_style == \"\" or mpf_style.lower() == \"random\":\n",
" mpf_styles = mpf.available_styles()\n",
" mpfchart[\"style\"] = mpf_styles[rnd.randrange(len(mpf_styles))]\n",
" elif mpf_style.lower() in mpf.available_styles():\n",
" mpfchart[\"style\"] = mpf_style\n",
"\n",
" mpfchart[\"figsize\"] = kwargs.pop(\"figsize\", (12, 10))\n",
" mpfchart[\"non_trading\"] = kwargs.pop(\"nontrading\", False)\n",
" mpfchart[\"rc\"] = kwargs.pop(\"rc\", {'figure.facecolor': '#EDEDED'})\n",
" mpfchart[\"plot_ratios\"] = kwargs.pop(\"plot_ratios\", (12, 1.7))\n",
" mpfchart[\"scale_padding\"] = kwargs.pop(\"scale_padding\", {'left': 1, 'top': 4, 'right': 1, 'bottom': 1})\n",
" mpfchart[\"tight_layout\"] = kwargs.pop(\"tight_layout\", True)\n",
" mpfchart[\"type\"] = kwargs.pop(\"type\", \"candle\")\n",
" mpfchart[\"width_config\"] = kwargs.pop(\"width_config\", default_mpf_width)\n",
" mpfchart[\"xrotation\"] = kwargs.pop(\"xrotation\", 15)\n",
" \n",
" self.mpfchart = mpfchart\n",
"\n",
" def _attribution(self):\n",
" print(f\"\\nPandas v: {pd.__version__} [pip install pandas] https://github.com/pandas-dev/pandas\")\n",
" print(f\"Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\")\n",
" print(f\"Technical Analysis with Pandas TA v: {ta.version} [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\")\n",
" print(f\"Charts by Matplotlib Finance v: {mpf.__version__} [pip install mplfinance] https://github.com/matplotlib/mplfinance\\n\")\n",
"\n",
" def _right_pad_df(self, rpad: int, delta_unit: str = \"D\", range_freq: str = \"B\"):\n",
" if rpad > 0:\n",
" dfpad = self.df[-rpad:].copy()\n",
" dfpad.iloc[:,:] = np.NaN\n",
"\n",
" df_frequency = self.df.index.value_counts().mode()[0] # Most common frequency\n",
" freq_delta = pd.Timedelta(df_frequency, unit=delta_unit)\n",
" new_dr = pd.date_range(start=self.df.index[-1] + freq_delta, periods=rpad, freq=range_freq)\n",
" dfpad.index = new_dr # Update the padded index with new dates\n",
" self.df = self.df.append(dfpad)\n",
" \n",
" \n",
" def _plot(self, **kwargs):\n",
" if not isinstance(self.mpfchart[\"plot_ratios\"], tuple):\n",
" print(f\"[X] plot_ratios must be a tuple\")\n",
" return\n",
"\n",
" # Override Chart Title Option\n",
" chart_title = self.config[\"title\"]\n",
" if \"title\" in kwargs and isinstance(kwargs[\"title\"], str):\n",
" chart_title = kwargs.pop(\"title\")\n",
"\n",
" # Override Right Bar Padding Option\n",
" rpad = self.config[\"rpad\"]\n",
" if \"rpad\" in kwargs and kwargs[\"rpad\"] > 0:\n",
" rpad = int(kwargs[\"rpad\"])\n",
"\n",
" def cpanel():\n",
" return len(self.mpfchart['plot_ratios'])\n",
"\n",
" # Last Second Default TA Indicators\n",
" linreg = kwargs.pop(\"linreg\", False)\n",
" linreg_name = self.df.ta.linreg(append=True).name if linreg else \"\"\n",
"\n",
" midpoint = kwargs.pop(\"midpoint\", False)\n",
" midpoint_name = self.df.ta.midpoint(append=True).name if midpoint else \"\"\n",
"\n",
" ohlc4 = kwargs.pop(\"ohlc4\", False)\n",
" ohlc4_name = self.df.ta.ohlc4(append=True).name if ohlc4 else \"\"\n",
"\n",
" clr = kwargs.pop(\"clr\", False)\n",
" clr_name = self.df.ta.log_return(cumulative=True, append=True).name if clr else \"\"\n",
"\n",
" rsi = kwargs.pop(\"rsi\", False)\n",
" rsi_length = kwargs.pop(\"rsi_length\", None)\n",
" if isinstance(rsi_length, int) and rsi_length > 1:\n",
" rsi_name = self.df.ta.rsi(length=rsi_length, append=True).name\n",
" elif rsi:\n",
" rsi_name = self.df.ta.rsi(append=True).name\n",
" else: rsi_name = \"\"\n",
" \n",
" zscore = kwargs.pop(\"zscore\", False)\n",
" zscore_length = kwargs.pop(\"zscore_length\", None)\n",
" if isinstance(zscore_length, int) and zscore_length > 1:\n",
" zs_name = self.df.ta.zscore(length=zscore_length, append=True).name\n",
" elif zscore:\n",
" zs_name = self.df.ta.zscore(append=True).name\n",
" else: zs_name = \"\"\n",
"\n",
" macd = kwargs.pop(\"macd\", False)\n",
" macd_name = \"\"\n",
" if macd:\n",
" macds = self.df.ta.macd(append=True)\n",
" macd_name = macds.name\n",
"\n",
" squeeze = kwargs.pop(\"squeeze\", False)\n",
" lazybear = kwargs.pop(\"lazybear\", False)\n",
" squeeze_name = \"\"\n",
" if squeeze:\n",
" squeezes = self.df.ta.squeeze(lazybear=lazybear, detailed=True, append=True)\n",
" squeeze_name = squeezes.name\n",
"\n",
" ama = kwargs.pop(\"archermas\", False)\n",
" ama_name = \"\"\n",
" if ama:\n",
" amas = self.df.ta.amat(append=True)\n",
" ama_name = amas.name\n",
"\n",
" aobv = kwargs.pop(\"archerobv\", False)\n",
" aobv_name = \"\"\n",
" if aobv:\n",
" aobvs = self.df.ta.aobv(append=True)\n",
" aobv_name = aobvs.name\n",
"\n",
" treturn = kwargs.pop(\"trendreturn\", False)\n",
" if treturn:\n",
" # Long Trend requires Series Comparison (<=. <, = >, >=)\n",
" # or Trade Logic that yields trends in binary.\n",
" default_long = self.df[\"SMA_10\"] > self.df[\"SMA_20\"]\n",
" long_trend = kwargs.pop(\"long_trend\", default_long)\n",
" short_trend = ~long_trend # Opposite/Inverse\n",
" self.df[\"TRl\"] = ta.trend_return(self.df[\"close\"], long_trend, cumulative=True)\n",
" self.df[\"TRs\"] = ta.trend_return(self.df[\"close\"], short_trend, cumulative=True)\n",
" self.df[\"TR\"] = self.df[\"TRl\"] + self.df[\"TRs\"]\n",
"\n",
" # Pad and trim Chart\n",
" self._right_pad_df(rpad)\n",
" mpfdf = self.df.tail(self.config[\"last\"])\n",
" mpfdf_columns = list(self.df.columns)\n",
"\n",
" # BEGIN: Custom TA Plots and Panels\n",
" # Modify the area below \n",
" taplots = [] # Holds all the additional plots\n",
"\n",
" # Panel 0: Price Overlay\n",
" if linreg_name in mpfdf_columns:\n",
" taplots += [mpf.make_addplot(mpfdf[linreg_name], type=kwargs.pop(\"linreg_type\", \"line\"), color=kwargs.pop(\"linreg_color\", \"black\"), linestyle=\"-.\", width=1.2, panel=0)]\n",
"\n",
" if midpoint_name in mpfdf_columns:\n",
" taplots += [mpf.make_addplot(mpfdf[midpoint_name], type=kwargs.pop(\"midpoint_type\", \"scatter\"), color=kwargs.pop(\"midpoint_color\", \"fuchsia\"), width=0.4, panel=0)]\n",
"\n",
" if ohlc4_name in mpfdf_columns:\n",
" taplots += [mpf.make_addplot(mpfdf[ohlc4_name], ylabel=ohlc4_name, type=kwargs.pop(\"ohlc4_type\", \"scatter\"), color=kwargs.pop(\"ohlc4_color\", \"blue\"), alpha=0.85, width=0.4, panel=0)]\n",
"\n",
" if self.strategy.name == ta.CommonStrategy.name:\n",
" total_sma = 0 # Check if all the overlap indicators exists before adding plots\n",
" for c in [\"SMA_10\", \"SMA_20\", \"SMA_50\", \"SMA_200\"]:\n",
" if c in mpfdf_columns: total_sma += 1\n",
" else: print(f\"[X] Indicator: {c} missing!\")\n",
" if total_sma == 4:\n",
" ta_smas = [\n",
" mpf.make_addplot(mpfdf[\"SMA_10\"], color=\"green\", width=1.5, panel=0),\n",
" mpf.make_addplot(mpfdf[\"SMA_20\"], color=\"orange\", width=2, panel=0),\n",
" mpf.make_addplot(mpfdf[\"SMA_50\"], color=\"red\", width=2, panel=0),\n",
" mpf.make_addplot(mpfdf[\"SMA_200\"], color=\"maroon\", width=3, panel=0),\n",
" ]\n",
" taplots += ta_smas\n",
"\n",
" if len(ama_name):\n",
" amat_sr_ = mpfdf[amas.columns[-1]][mpfdf[amas.columns[-1]] > 0]\n",
" amat_sr = amat_sr_.index.to_list()\n",
" else:\n",
" amat_sr = None\n",
"\n",
" # Panel 1: If volume=True, the add the VOL MA. Since we know there is only one, we immediately pop it.\n",
" if self.config[\"volume\"]:\n",
" volma = [x for x in list(self.df.columns) if x.startswith(\"VOL_\")].pop()\n",
" max_vol = mpfdf[\"volume\"].max()\n",
" ta_volume = [mpf.make_addplot(mpfdf[volma], color=\"red\", width=2, panel=1, ylim=(-.2 * max_vol, 1.5 * max_vol))]\n",
" taplots += ta_volume\n",
"\n",
" # Panels 2 - 9\n",
" common_plot_ratio = (3,)\n",
"\n",
" if len(aobv_name):\n",
" _p = kwargs.pop(\"aobv_percenty\", 0.2)\n",
" aobv_ylim = ta_ylim(mpfdf[aobvs.columns[0]], _p)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[aobvs.columns[0]], ylabel=aobv_name, color=\"black\", width=1.5, panel=cpanel(), ylim=aobv_ylim),\n",
" mpf.make_addplot(mpfdf[aobvs.columns[2]], color=\"silver\", width=1, panel=cpanel(), ylim=aobv_ylim),\n",
" mpf.make_addplot(mpfdf[aobvs.columns[3]], color=\"green\", width=1, panel=cpanel(), ylim=aobv_ylim),\n",
" mpf.make_addplot(mpfdf[aobvs.columns[4]], color=\"red\", width=1.2, panel=cpanel(), ylim=aobv_ylim),\n",
" ]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
"\n",
" if clr_name in mpfdf_columns:\n",
" _p = kwargs.pop(\"clr_percenty\", 0.1)\n",
" clr_ylim = ta_ylim(mpfdf[clr_name], _p)\n",
"\n",
" taplots += [mpf.make_addplot(mpfdf[clr_name], ylabel=clr_name, color=\"black\", width=1.5, panel=cpanel(), ylim=clr_ylim)]\n",
" if (1 - _p) * mpfdf[clr_name].min() < 0 and (1 + _p) * mpfdf[clr_name].max() > 0:\n",
" taplots += [mpf.make_addplot(mpfdf[\"0\"], color=\"gray\", width=1.2, panel=cpanel(), ylim=clr_ylim)]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
"\n",
" if rsi_name in mpfdf_columns:\n",
" rsi_ylim = (0, 100)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[rsi_name], ylabel=rsi_name, color=kwargs.pop(\"rsi_color\", \"black\"), width=1.5, panel=cpanel(), ylim=rsi_ylim),\n",
" mpf.make_addplot(mpfdf[\"20\"], color=\"green\", width=1, panel=cpanel(), ylim=rsi_ylim),\n",
" mpf.make_addplot(mpfdf[\"50\"], color=\"gray\", width=0.8, panel=cpanel(), ylim=rsi_ylim),\n",
" mpf.make_addplot(mpfdf[\"80\"], color=\"red\", width=1, panel=cpanel(), ylim=rsi_ylim),\n",
" ]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
" \n",
" if macd_name in mpfdf_columns:\n",
" _p = kwargs.pop(\"macd_percenty\", 0.15)\n",
" macd_ylim = ta_ylim(mpfdf[macd_name], _p)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[macd_name], ylabel=macd_name, color=\"black\", width=1.5, panel=cpanel()),#, ylim=macd_ylim),\n",
" mpf.make_addplot(mpfdf[macds.columns[-1]], color=\"blue\", width=1.1, panel=cpanel()),#, ylim=macd_ylim),\n",
" mpf.make_addplot(mpfdf[macds.columns[1]], type=\"bar\", alpha=0.8, color=\"dimgray\", width=0.8, panel=cpanel()),#, ylim=macd_ylim),\n",
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1.2, panel=cpanel()),#, ylim=macd_ylim),\n",
" ]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel \n",
"\n",
" if zs_name in mpfdf_columns:\n",
" _p = kwargs.pop(\"zascore_percenty\", 0.2)\n",
" zs_ylim = ta_ylim(mpfdf[zs_name], _p)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[zs_name], ylabel=zs_name, color=\"black\", width=1.5, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"-3\"], color=\"red\", width=1.2, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"-2\"], color=\"orange\", width=1, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"-1\"], color=\"silver\", width=1, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1.2, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"1\"], color=\"silver\", width=1, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"2\"], color=\"orange\", width=1, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"3\"], color=\"red\", width=1.2, panel=cpanel(), ylim=zs_ylim)\n",
" ]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
"\n",
" if squeeze_name in mpfdf_columns:\n",
" _p = kwargs.pop(\"squeeze_percenty\", 0.6)\n",
" sqz_ylim = ta_ylim(mpfdf[squeeze_name], _p)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[squeezes.columns[-4]], type=\"bar\", color=\"lime\", alpha=0.65, width=0.8, panel=cpanel(), ylim=sqz_ylim),\n",
" mpf.make_addplot(mpfdf[squeezes.columns[-3]], type=\"bar\", color=\"green\", alpha=0.65, width=0.8, panel=cpanel(), ylim=sqz_ylim),\n",
" mpf.make_addplot(mpfdf[squeezes.columns[-2]], type=\"bar\", color=\"maroon\", alpha=0.65, width=0.8, panel=cpanel(), ylim=sqz_ylim),\n",
" mpf.make_addplot(mpfdf[squeezes.columns[-1]], type=\"bar\", color=\"red\", alpha=0.65, width=0.8, panel=cpanel(), ylim=sqz_ylim),\n",
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1.2, panel=cpanel(), ylim=sqz_ylim),\n",
" mpf.make_addplot(mpfdf[squeezes.columns[4]], ylabel=squeeze_name, color=\"green\", width=2, panel=cpanel(), ylim=sqz_ylim),\n",
" mpf.make_addplot(mpfdf[squeezes.columns[5]], color=\"red\", width=1.8, panel=cpanel(), ylim=sqz_ylim),\n",
" ]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
"\n",
" if treturn:\n",
" _p = kwargs.pop(\"treturn_percenty\", 0.33)\n",
" treturn_ylim = ta_ylim(mpfdf[\"TR\"], _p)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[\"TRl\"], ylabel=\"Trend Return\", type=\"bar\", color=\"green\", alpha=0.45, width=0.8, panel=cpanel(), ylim=treturn_ylim),\n",
" mpf.make_addplot(mpfdf[\"TRs\"], type=\"bar\", color=\"red\", alpha=0.45, width=0.8, panel=cpanel(), ylim=treturn_ylim),\n",
" mpf.make_addplot(mpfdf[\"TR\"], color=\"black\", width=1.5, panel=cpanel(), ylim=treturn_ylim),\n",
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1.2, panel=cpanel(), ylim=treturn_ylim),\n",
" ]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
"\n",
" _p = kwargs.pop(\"cstreturn_percenty\", 0.33)\n",
" trcs = mpfdf[\"TR\"].cumsum()\n",
" treturncs_ylim = ta_ylim(trcs, _p)\n",
" taplots += [\n",
" mpf.make_addplot(trcs, ylabel=\"Trend B&H\", color=\"black\", width=1.5, panel=cpanel(), ylim=treturncs_ylim),\n",
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1.2, panel=cpanel(), ylim=treturncs_ylim),\n",
" ]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
"\n",
" # END: Custom TA Plots and Panels\n",
"\n",
" if self.verbose:\n",
" additional_ta = []\n",
" chart_title = f\"{chart_title} [{self.strategy.name}] (last {self.config['last']} bars)\"\n",
" chart_title += f\"\\nSince {mpfdf.index[0]} till {mpfdf.index[-1]}\"\n",
" if len(linreg_name) > 0: additional_ta.append(linreg_name)\n",
" if len(midpoint_name) > 0: additional_ta.append(midpoint_name)\n",
" if len(ohlc4_name) > 0: additional_ta.append(ohlc4_name)\n",
" if len(additional_ta) > 0:\n",
" chart_title += f\"\\nIncluding: {', '.join(additional_ta)}\"\n",
"\n",
" if amat_sr:\n",
" vlines_ = dict(vlines=amat_sr, alpha=0.1, colors=\"red\")\n",
" else:\n",
" # Hidden because vlines needs valid arguments even if None \n",
" vlines_ = dict(vlines=mpfdf.index[0], alpha=0, colors=\"white\")\n",
"\n",
" # Create Final Plot\n",
" mpf.plot(mpfdf,\n",
" title=chart_title,\n",
" type=self.mpfchart[\"type\"],\n",
" style=self.mpfchart[\"style\"],\n",
" datetime_format=\"%-m/%-d/%Y\",\n",
" volume=self.config[\"volume\"],\n",
" figsize=self.mpfchart[\"figsize\"],\n",
" tight_layout=self.mpfchart[\"tight_layout\"],\n",
" scale_padding=self.mpfchart[\"scale_padding\"],\n",
" panel_ratios=self.mpfchart[\"plot_ratios\"], # This key needs to be update above if adding more panels\n",
" xrotation=self.mpfchart[\"xrotation\"],\n",
" update_width_config=self.mpfchart[\"width_config\"],\n",
" show_nontrading=self.mpfchart[\"non_trading\"],\n",
" vlines=vlines_,\n",
" addplot=taplots\n",
" )\n",
" \n",
" self._attribution()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Charting Example\n",
"#### Play with the parameters to see different charts and results\n",
"* This is an example chart so it's not perfect. Enough to get started with common and uncommon plots.\n",
"* There is a maximum of 10 Panels. In this example, panels 0 and 1 are reserved for Price and Volume respectively.\n",
" * "
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[i] Loaded SPY(5321, 33)\n",
"[+] Strategy: Common Price and Volume SMAs\n",
"[i] Indicator arguments: {'append': True}\n",
"[i] Multiprocessing: 4 of 4 cores.\n",
"[i] Total indicators: 5\n",
"[i] Columns added: 5\n"
]
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 1200x1000 with 10 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Pandas v: 1.1.0 [pip install pandas] https://github.com/pandas-dev/pandas\n",
"Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\n",
"Technical Analysis with Pandas TA v: 0.2.28b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a0 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x10c825070>"
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Used for example Trend Return Long Trend Below\n",
"macd_ = ta.macd(closedf)\n",
"macdh = macd_[macd_.columns[1]]\n",
"\n",
"Chart(df,\n",
" # style: which mplfinance chart style to use. Added \"random\" as an option.\n",
" # rpad: how many bars to leave empty on the right of the chart\n",
" style=\"yahoo\", title=ticker, last=recent_bars(df), rpad=10,\n",
" \n",
" # Overlap Indicators\n",
" linreg=True, midpoint=False, ohlc4=False, archermas=True,\n",
" \n",
" # Example Indicators with default parameters\n",
" volume=True, rsi=True, clr=True, macd=True, zscore=False, squeeze=False, lazybear=False,\n",
"\n",
" # Archer OBV and OBV MAs (https://www.tradingview.com/script/Co1ksara-Trade-Archer-On-balance-Volume-Moving-Averages-v1/)\n",
" archerobv=False,\n",
"\n",
" # Create trends and see their returns\n",
" trendreturn=False,\n",
" # Example Trends or create your own. Trend must yield Booleans\n",
" long_trend=ta.sma(closedf,10) > ta.sma(closedf,20), # trend: sma(close,10) > sma(close,20) [Default Example]\n",
"# long_trend=closedf > ta.ema(closedf,5), # trend: close > ema(close,5)\n",
"# long_trend=ta.sma(closedf,10) > ta.ema(closedf,50), # trend: sma(close,10) > ema(close,50)\n",
"# long_trend=macdh > 0, # trend: macd hist > 0\n",
"# long_trend=ta.increasing(ta.sma(ta.rsi(closedf), 10), 5, asint=False), # trend: rising sma(rsi, 10) for the previous 5 periods\n",
" show_nontrading=False, # Intraday use if needed\n",
" verbose=True, # More detail\n",
")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Indicator Examples\n",
"* Examples of simple and complex indicators. Most indicators return a Series, while a few return DataFrames.\n",
"* All indicators can be called one of three ways. Either way, they return the result.\n",
"\n",
"### Three ways to use pandas_ta\n",
"1. Stand Alone like TA-Lib ta.**indicator**(*kwargs*).\n",
"2. As a DataFrame Extension like df.ta.**indicator**(*kwargs*). Where df is a DataFrame with columns named \"open\", \"high\", \"low\", \"close, \"volume\" for simplicity.\n",
"3. Similar to #2, but by calling: df.ta(kind=\"**indicator**\", *kwargs*)."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Cumulative Log Return"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<AxesSubplot:title={'center':'SPY: CUMLOGRET_1 from 2019-12-24 00:00:00 to 2019-12-24 00:00:00 (252)'}, xlabel='date'>"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 1600x325 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"clr_ma_length = 8\n",
"clrdf = df.ta.log_return(cumulative=True, append=True)\n",
"clrmadf = ta.ema(clrdf, length=clr_ma_length)\n",
"clrxdf = pd.DataFrame({f\"{clrdf.name}\": clrdf, f\"{clrmadf.name}({clrdf.name})\": clrmadf})\n",
"clrxdf.tail(recent_bars(df)).plot(figsize=ind_size, color=colors(\"BkBl\"), linewidth=1, title=ctitle(clrdf.name, ticker=ticker, length=recent_bars(df)), grid=True)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### MACD"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.lines.Line2D at 0x11be03730>"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 1600x325 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"macddf = df.ta.macd(fast=8, slow=21, signal=9, min_periods=None, append=True)\n",
"macddf[[macddf.columns[0], macddf.columns[2]]].tail(recent_bars(df)).plot(figsize=(16, 2), color=colors(\"BkBl\"), linewidth=1.3)\n",
"macddf[macddf.columns[1]].tail(recent_bars(df)).plot.area(figsize=ind_size, stacked=False, color=[\"silver\"], linewidth=1, title=ctitle(macddf.name, ticker=ticker, length=recent_bars(df)), grid=True).axhline(y=0, color=\"black\", lw=1.1)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### ZScore"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.lines.Line2D at 0x11b7e68e0>"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 1600x325 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"zscoredf = df.ta.zscore(length=30, append=True)\n",
"zcolors = [\"darkgreen\", \"green\", \"silver\", \"silver\", \"red\", \"maroon\", \"black\"]\n",
"zcols = df[[\"-4\", \"-3\", \"-2\", \"2\", \"3\", \"4\", zscoredf.name]].tail(recent_bars(df))\n",
"zcols.plot(figsize=ind_size, color=zcolors, linewidth=1.2, title=ctitle(zscoredf.name, ticker=ticker, length=recent_bars(df)), grid=True).axhline(y=0, color=\"black\", lw=1.1)"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.lines.Line2D at 0x11c2669a0>"
]
},
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 1600x325 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Now Volume Z Score\n",
"zvscoredf = df.ta.zscore(close=\"volume\", length=30, prefix=\"VOL\", append=True)\n",
"zcolors = [\"darkgreen\", \"green\", \"silver\", \"silver\", \"red\", \"maroon\", \"black\"]\n",
"zvcols = df[[\"-4\", \"-3\", \"-2\", \"2\", \"3\", \"4\", zvscoredf.name]].tail(recent_bars(df))\n",
"zvcols.plot(figsize=ind_size, color=zcolors, linewidth=1.2, title=ctitle(zvscoredf.name, ticker=ticker, length=recent_bars(df)), grid=True).axhline(y=0, color=\"black\", lw=1.1)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# New Features"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Squeeze Indicator (John Carter and Lazybear Versions)\n",
"Squeeze Indicator (__squeeze__)"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [],
"source": [
"# help(ta.squeeze)"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 1200x1000 with 8 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Pandas v: 1.1.0 [pip install pandas] https://github.com/pandas-dev/pandas\n",
"Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\n",
"Technical Analysis with Pandas TA v: 0.2.28b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a0 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x11bde1f40>"
]
},
"execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"Chart(df, style=\"yahoo\", title=ticker, verbose=False,\n",
" last=recent_bars(df), rpad=10, clr=True, squeeze=True,\n",
" show_nontrading=False, # Intraday use if needed\n",
")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Lazybear's TradingView Squeeze"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAABIYAAANgCAYAAABZVWMRAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8vihELAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOzdZ3gUVRuH8XtmNg1CAqFDICH0GrqASAkdFUGqBazoK/aOiIZgw15QQQULqHQEBRQpCRFRmtTQW+ghpJKenZn3w8KSTU9IIzy/64rJzszOnNmwZvY/5zxHMU3TRAghhBBCCCGEEELccNTSboAQQgghhBBCCCGEKB0SDAkhhBBCCCGEEELcoCQYEkIIIYQQQgghhLhBSTAkhBBCCCGEEEIIcYOSYEgIIYQQQgghhBDiBiXBkBBCCCGEEEIIIcQNSoIhIYQQQgghhBBCiBuUBENCCCGEEEIIIYQQNygJhoQQQgghhBBCCCFuUBIMCSGEEEIIIYQQQtygJBgSQgghyomlS5dy2223Ubt2bZydnalUqRL169enS5cujB8/nq+++sph+169eqEoSpYvTdOoXLkynTt3JigoiJiYGPtzBg0a5LDtN998k21b7rnnHoftpk2bVqznLoQQQgghCkcxTdMs7UYIIYQQ4to8/PDDzJ49O9dtPD09iY2NtT/u1asXGzZsyHPftWrVYt26dbRo0YKzZ8/SqlUre1jk4eHB3r17qVevnn375cuXM3ToUPvjbt268ddff6Gqcj9KCCGEEKKskWBICCGEuM79+eefDBgwwP64Xbt2DBgwAE9PT6Kjo9mzZw8bN25E07Rcg6H3338fgPj4eJYvX87u3bvt6zp06MC2bdsAmDdvHnfffbd93YABA/jjjz8AiI6OpmXLlpw/fx6AihUrsmvXLho2bFj0Jy6EEEIIIa6ZpbQbIIQQQohrcyWUAWjYsCFbt25F0zSHbdLT01m/fn2u+3nhhRfsP0+aNIkWLVpw/PhxALZv387x48dp0KABd911F7/88guLFi0CYPXq1cyePZuHHnqIp556yh4KgS1sklBICCGEEKLskj7dQgghxHVO13X7z7GxsRw7dizLNk5OTg69ivLi6upKhw4dHJadO3fO/vOMGTOoVauW/fHzzz/Pl19+yU8//WRfNmDAAB577LF8H1MIIYQQQpQ8CYaEEEKI61z79u3tP0dFRdG0aVP8/f156KGH+Pzzz9m1a1eB95mSksL27dsdltWuXdv+c9WqVZk1a5b9cVxcHI8//rj9cZUqVfKseSSEEEIIIUqf1BgSQgghrnNWq5Xu3buzefPmHLdp2rQp06ZNcygKXdgaQxmNHz/eISC64qeffnKoQySEEEIIIcomCYaEEEKIciAxMZH333+f2bNnc/r06Wy3URSF5cuXc/vttwP5n5WsRo0arFu3jlatWmVZl5CQQJs2bey1iABGjhzJwoULC3kmQgghhBCiJMlQMiGEEKIcqFixIlOmTOHUqVMcPHiQOXPm8Oijj1KjRg37NqZp8tFHH+W5L0VR8PDwoGPHjrz++uvs27cv21AIwN3dnbFjxzosk7pCQgghhBDXD5mVTAghhChnmjRpQpMmTRg7dizvv/8+zZo14+zZswCEh4fn+LzCdiJWFCXXx0IIIYQQouySYEgIIYS4zv3www8kJiZy9913U7lyZYd1Li4uODs72x9XrVq1hFsnhBBCCCHKMgmGhBBCiOvc8ePHCQoK4plnnuHmm2+mXbt2VK9enUuXLrFy5UpOnDhh33bw4MGl11AhhBBCCFHmSDAkhBBClBPp6emEhIQQEhKS7fqOHTvywgsvlGyjhBBCCCFEmSbBkBBCCHGde+aZZ/D39yckJIStW7dy/vx5Lly4QFpaGlWqVKFly5YMHz6c8ePHOwwrE0IIIYQQQqarF0IIIYQQQgghhLhByXT1QgghhBBCCCGEEDcoCYaEEEIIIYQQQgghblASDAkhhBBCCCGEEELcoCQYEkIIIYQQQgghhLhBSTAkhBBCCCGEEEIIkY3Zs2dz8803U79+ferXr0///v1Zs2aNfX1ERASPPvooTZs2pW7duvTs2ZNff/3VYR8xMTGMHz+e+vXr4+Pjw5NPPklCQkJJn0qOZFYyIYQQQgghhBBCiGz8/vvvaJpGw4YNMU2TefPmMX36dDZs2EDz5s258847iYuL47333qNq1aosXryYd955h+DgYNq0aQPAiBEjiIiI4OOPPyY9PZ0nnniCdu3aMWvWrFI+O5vrPhgyDMP+s6IopdgSIYQQQgghhBBClGUZIxBVLdwgqgYNGjB16lTGjh2Lt7c3H3zwAWPGjLGv9/PzY8qUKYwbN46DBw/SpUsX1q9fT7t27QBYu3Yto0aNIiwsjNq1a1/bCRUBS2k3oChcunSptJsghBBCCCGEEEKI60jGziUuLi64uLjkur2u6yxbtoykpCQ6deoEQOfOnfnll18YMGAAnp6e/PLLL6SmptK9e3cAtm7diqenpz0UAujVqxeqqrJ9+3Zuu+22YjizgikXwRDAyZMnuc47PwkhhBBCCCGEEKIYKYpC/fr1adWqlUOdn5dffpmJEydm+5ywsDAGDBhASkoKFStWZO7cuTRr1gyA7777jgcffBA/Pz8sFgtubm7MnTsXPz8/wFaDqHr16g77s1gsVKlShYiIiGI6y4K57oOhKwlfgwYNOHr0KI0aNULTtFJulRDXB13XOXLkiLxvhCggee8IUTjy3hGicOS9I0TB5fS+MU2TtLQ09u7dm6XHUE4aN25MaGgo8fHxLF++nAkTJrBixQqaNWvGW2+9RVxcHMuWLcPLy4tVq1bxwAMPsGrVKlq2bFms51hUrvtg6Iorv2hN0+R/lkIUkLxvhCgcee8IUTjy3hGicOS9I0TBZX7fXBlp5OHhke86xc7OzvYeQG3btmXHjh3MnDmTp59+mm+++YZNmzbRvHlzAFq3bs0///zDrFmz+Pjjj6lZsyaRkZEO+7NarcTExFCzZs2iOMVrJtPVCyGEEEIIIYQQQuSTYRikpaWRlJQEZC1irWmaPYDq1KkTcXFx7Ny5074+NDQUwzDo0KFDibU5NxIMCSGEEEIIIYQQokCCg4NLuwklIigoiL///puTJ08SFhZGUFAQGzduZOTIkTRp0gQ/Pz+effZZtm/fzvHjx/n8888JDg5m8ODBADRt2pQ+ffrw9NNPs337dv79919eeukl7rzzzjIxIxmUo6FkQgghhBBCCCGEKBkhISH07t27tJtR7C5evMhjjz1GREQEHh4etGzZkiVLltjPfeHChQQFBXHXXXeRmJhIgwYN+PLLL+nfv799H9988w0vvvgiQ4cORVEUhgwZwrRp00rrlLKQYEgIIYQQQgghhBAiG9OnT891fcOGDZkzZ06u21SpUoVZs2YVZbOKlAwlE0IIIYQQQgghhLhBSTAkhBBCCCGEEEIIcYOSYEgIIYQQQgghhBDiBiXBkBBCCCGEEEIIIcQNSoIhIYQQQgghhBBCiBuUBENCCCGEEEIIIYQQNygJhoQQQgghhBBCCCFuUBIMCSGEEEIIIYQQQtygJBgSQgghhBBCCCGEuEFJMCSEEEIIIYQQQghxg5JgSAghhBBCCCGEEOIGJcGQEEIIIYQQQgghxA1KgiEhhBBCCCGEEEKIG5QEQ0IIIYQQQgghhBA3KAmGhBBCCCGEEEII4SA4OLi0myBKiKW0GyCEEEIIIYQQQoiywz80EPcD0SRoIezqEVTazRHFTHoMCSGEEEIIIYQQQtygJBgSQgghhBBCCCGE3a4eQfQ97yW9hW4QEgwJIYQQQgghhBA3uLxqCknNofJLgiEhhBBCCCGEEKIMyxjKaKPHoA0chDZ6TJEeIyQkxOFxr169HI6pfvFlkR9TlA0SDAkhhBBCCCGEEGWYQ2gTFweqZvtejHr37u1wzICk5GI/pigdEgwJIYQQQgghhBBllH9oIGtrReMfGnhdH0OUXRIMCSGEEEIIIYQQpcQ/NBDvtc/nGMpEpSVwuokrUWkJhT6G1AcSuZFgSAghhBBCCCGEKCVRaQloiuoQ/BR1kJNxKNqVICpjGCWzkN3YLKXdACGEEEIIIYQQQtjMOBHMmr9/4UADeMy3d95PKKArQdSVnzO7lHqJzWc3Y5om3h7e1POoh6enJ+t1nQBNK/L2iNInwZAQQgghhBBCCFFGPObbm/PpIUUWCmmjxxCg62gDB4GnJ4yv67A+KT2JTac3cczvGLf8cAvbzm5DN3WHbTw7e+Kc7EyHxh3wXjUBbw9vdqu7CT4RjLeHN96VvHFzciuS9oqSJ8GQEEIIIYQQQghRXsXFEaBq9pnMTKMmqQkRpF06TWrcKapvm0m6ke7wlAaVG+BmceP0pdPEp8YTlxoHKvxx9I+rGznByp9X2h96WDz4YdgP3Nr41pI6M1FEJBgSQgghhBBCCCFKSHBwsONU8MUsTTHY4hFPiGc0wZ5RRG4PgUw9gup51KOnT096+fSip09PfDx97OviU+M5HX+ad754h95De3Mq/hSn40+zYecGXKq7cDr+NInpicRb4/F85yP4VoKh640EQ0IIIYQQQgghRBHJK/gJCQnJMxjq1auX/eeqzu5EpSVQ1dk9X8e0Gla2n9tOSHgIG8I3sKnbBpI04+rGJqhOFXH28MapUl22DPoCv8p+KIqS7b49XDxoUb0FfqYfD7Z9ELAVsK5edQAJzb2IvmUKiXd1J7XpOdwT0nI9L1E2STAkhBBCCCGEEEIUkfwEPxlVdXbHPSyahJZe9mUZn5/XTGG6oTNvwzx2uO1gQ/gG/jr1FwkZi0prUD3NiZ5xXvSKrcxHo3tySXPG90g6Cd5eNKzSMP8nd1lUWgLpjVUGX9qCZUM/qgzfCoCZbsFa4L2J0ibBkBBCCCGEEEIIUUzy6kG0q0cQwXowvXvkL0wyMNlT8RIhHhdZv+hONp7aSKxzLKy/uk0V1yr0qN+DXj69CHhnPi1TPFBQwNB5ZODnAARuDCTosfxPT9+rVy8wDZTIDUxP/JPb0o5SASskZdio8QUwTcih95EomyQYEkIIIYQQQgghioF/aCDuB6JJ0ELY1SOIGSeC2eMUQ5vQQB6r38s+81huwZFpmuy/uJ8N4RsIDg/mr24bibJcHrJ1+DAAGs64VanP6+0foadPT6L3RdMnoI9tXdIKUK8xqEk4Qp/qIairxqMknWRU5jZWasrqw7Xp89C3EgpdhyQYEkIIIYQQQgghikFUWgKxTVzRLw/tujIV/dI8hoddcTDqICMWj+Bg1MGrCy3gZDoR0DCAnj49eT9iJy7uNTGAZ256xhZGHYzmOUtonsPQcpUeh3JqCeqJOahRm7KsjlVcWObUmHu7z8T06kToP1PoU8G78McTpUaCISGEEEIIIYQQogj4hwbiXiuaZaGB1xbKADvO7+DWebdyMfkirhZXunl3o5dPL3r59OLSwUv069MPgE/WPo+iqGDaCkxnDqNykrHAtZ2po1wIRj0xB+X0MhQjxXE1KmatATx6yWStc0OSULmnauec9yeuCxIMCSGEEEIIIYQQZUhoeCjDFg3jUtol2tVqx4rRK6hesfrVDYqgY47D8LVLB1FPzEUN/wkl+UyWbU2PFhi+YzHq3w1utfl17fNoGcKoLPsT1xUJhoQQQgghhBBCiCKwq0cQgetyL+qcV8+a3w79xt2/3E2qnkrP+j1ZMnIJHi4eOW6f3axm+ZIWg3pqEcqJuajRm7OsNp29MOqPwfQZi1mlvdQOKsckGBJCCCGEEEIIIYpIXsFPbj1rftzzI+NXjEc3dW5rfBs/D/sZV4trrvvLHEblGhQpBsq5P1DD56Kc+RXFSHVYbSoaZq2BGL5jMWvfCppLtscsdBglyiS1tBsghBBCCCGEEEKUFxmDn6rO7ngfSqGqs3uez5u+ZToP/vYguqkztvVYFg5fmGcolJ1dPYLoe97rao0jT08210pH6XAA5a5/sGwcYusplCEUMj1bo/u/j/W2E+jdf8H0vjPHUCjbY4jrmvQYEkIIIYQQQghR5IKDg8tl3ZmCnNeuHkEE68H07pH7dPRT/5rKWxvfAuCpTk/xXt/3UJX89+PItpdSahTqqYUwPpyuMduzHte5GobPXRi+Y6Fy23wfS5Q/EgwJIYQQQgghhChS2ugxqLqONvMr9AXzS7s5BZJb8FOY88otRDJMg2f/fJYZ22cAMKXHFF65+RWUAtbzsR/DSEc5/yd311uK5bcPUMx0h+1MxYJZezCG7zjM2gNBdS7QcUT5JMGQEEIIIYQQQoiiFRdHgKqBoZd2SwosJCSkRHo6xSTHcP+v9/P70d9RUPhswGc82uHRwu0sdjdq+I+o4T+jpF6glSdgXl1tVm53eVax0eBSPcfdiBuT1BgSQgghhBBCCCEA/9BA1taKxj80ELD1ENIGDkIbPQYAfcF81rds4dBbKDg4uMDH2X1hN12/68rvR3/H1eLKnDvmFDwUSo1EPfw5ljWdcVrTEe3QJyipF+yrTZca6E2eIb3fNqz9NmM0fkJCIZEt6TEkhBBCCCGEEOK6UNx1i6LSEoht4oqelmBbEBcHqmb7no3CDC2bFzaP/638H8nWZHw9fVkwfAHtarXLXwNNE+XcKtTj36GcW4ViWh1Xq86YdW7D8BmLWas/qE7526+4oUkwJIQQQgghhBCizPMPDcT9QDQJWkjJzYbl6cl6XSdA0+yLHAo9F2DIXLqezsvrXubzbZ8D0N+vP3PumIOXWz6mfDcNlDPL0fa9hRK3O8tqo0pHTN9xGPVHgbNMIS8KRoIhIYQQQgghhBBlXpbePCVAXzCf9YGB9Ay6GkQVpsfS+YTz3P3L3Ww8tRGAV25+hddveR1N1XJ/ommgnFl2ORDa47jKtTaGz922WcU8WhS4TUJcIcGQEEIIIYQQQojrUnEPLctTNj2KMvvn9D+MWTqGcwnn8HDx4Nvbv2VIkyG579c0UM78ghb2Jkp8mMMqo0pHjBavYNYaBGrpfaR36DklrmtSfFoIIYQQQgghxHUpJCTE4XFhCkHnJbcAJLti1GAbNrb2+Fqe+P0J+v7Yl3MJ52herTmb7t+UeyhkmiinFmP5swOWf+5yCIUMr05Yu/+K3udvzDq3l2ooBIXrOSXKJgmGhBBCCCGEEEKUC5mDoqKQ3wAkKT2JZQeXcf+v91P307oMnjeYr3d8TbqRzvBmw/n7/r9pUrVJzjtIiUDbOATLv3dnCoQ6Y73lN/SAjZi1B4KiXOspiQKYPXs2N998M/Xr16d+/fr079+fNWvWOGyzZcsWhgwZQt26dalfvz6DBw8mOTnZvj4mJobx48dTv359fHx8ePLJJ0lIKLkhkXmRoWRCCCGEEEIIIcq8qs7uuIdFk9Ay++LK2ugxBOg62ugx+Z4h7FpFJ0ezR93DiMUjWHNsDcnWq2FA9QrVub3J7dzZ7E76NeiHkkugo5xfjbblIYfp5o2qXTBaTMas2U/CoFJUp04dAgMDadiwIaZpMm/ePO655x42bNhA8+bN2bJlCyNGjODZZ5/l3XffxWKxsHfvXlT1aj+c8ePHExERwdKlS0lPT+eJJ57gmWeeYdasWaV4ZldJMCSEEEIIIYQQoszb1SOIwHWBBD1mKwTtHxqIe61oloUG2mYpK8AMYdfizKUz/HrwV5YfWs6G8A3oTjocsq3z9fTljqZ3cEeTO+jq3TXv4tJ6KuqeV9EOf2ZfZLrURO84A7P2rRIIlQGDBg1yePzaa6/x7bffsm3bNpo3b86rr77Ko48+yrPPPmvfpnHjxvafDx48yLp161i/fj3t2rUD4N1332XUqFG88cYb1K5du2ROJBflJhjSdd3huxAib/K+EaJw5L0jROHIe0eIwrke3zuaCWCCWbTtNk3Tvr+otARimrhipCWg63qRHNPLqSKV9sVwqUWVLPvYFbGLicETCQkPcVhe3ajO+O7jGdJkCG1qtLnaMyiPdijxB3Daeh9qhunn9VqDSG8/E1xrgGEU6hyETU7vG9M0AYiPj3foxeXi4oKLi0ue+1y2bBlJSUl06tSJyMhItm3bxsiRI+nfvz8nTpygcePGTJ48ma5duwKwdetWPD097aEQ2OpWqarK9u3bue2224rkfK9FuQmGjh07BsCRI0dKuSVCXH/kfSNE4ch7R4jCkfeOEIVzPb13mus6mAYYJgcPHiyy/aalpdn35246UfngJWKbVOLgwYNFcsz51ccwJ3wO43qOse8jPi2eL/Z/waLjizCwhTVtvNoQUDuAgNoBhCwNYVSNURALh2IP5X0Q08QrZgl1z3+AaqYAYCjOnKv5LBe9xkB4DBBTqPaLrDK/bxRFwcfHh1atWjnU+Xn55ZeZOHFitvsICwtjwIABpKSkULFiRebOnUuzZs3YunUrANOmTeONN96gdevWzJ8/n6FDh7Jp0yYaNmxIREQE1atXd9ifxWKhSpUqREREFPHZFk65CYb8/Pw4evQojRo1QstlqkAhxFW6rnPkyBF53whRQPLeEaJw5L0jROFcj+8di6aBpoJu0LRp0yLbb79+/ez7C2v6FkF/BRH4v8AiPaazszNNmzbFMA3m7pnLaxteIzIpEoCRzUfyRs838PH0sW+/acWm/B8vLRqn/yagnVtuX2RUak565x+o6tmaqoVutcgsp/eNaZqkpaWxd+/eLD2GctK4cWNCQ0OJj49n+fLlTJgwgRUrVmBc7tV1//33c8899wDQpk0bNmzYwI8//khgYGAxnV3RKjfB0JVftKZp183/LIUoK+R9I0ThyHtHiMKR944QhXNdvXeUy/9RKNI29+nTx/EwinJ1/0V0zN69e7M7cjdPrX6KzWc2A9C8WnM+7f8pvXx7Zbt9fo6nRIaibb4fJfm0fZne8FGMNu+iWioUur0id5nfN1eGknl4eORaEDwjZ2dn/Pz8AGjbti07duxg5syZ9rpCmYPBpk2bcvq07fdcs2ZNIiMjHdZbrVZiYmKoWbNm4U6qiMl09UIIIYQQQhSx4ODg0m6CEOVCSbyXMh4jOjmapalL6fJtFzaf2Yy7szvv9nmXbQ9tyzYUgnxMZ2+ko+59HS2knz0UMp29sHZbjNF+OkgodN0xDIO0tDTq169P7dq1swxXO3LkCPXq1QOgU6dOxMXFsXPnTvv60NBQDMOgQ4cOJdnsHJWbHkNCCCGEEEKUFSEhIXl/WBRC5Cmv91KvXr2K5Bg9e/Xku53fMTlkMlHJUQCMbjGad/u8S51KdQq/88TjaP+OQ43ebF9kVO+FftN34Fb3WpsuSkBQUBB9+/alXr16XLp0icWLF7Nx40aWLFmCoig8+eSTvPPOO7Rq1YrWrVszb948Dh8+zA8//ADYeg/16dOHp59+mo8++oj09HReeukl7rzzzjIxIxlIMCSEEEIIIYQQogzKMh19NvIKYIODg/Pc5qxylu7fd2fbuW0AtKjWgk8HfEpPn56Fa/gVSSexrOuBkmorMGwqFoxWUzCaPg/KdTIkUHDx4kUee+wxIiIi8PDwoGXLlixZssT+7+qxxx4jJSWFSZMmERsbS8uWLVm6dCkNGjSw7+Obb77hxRdfZOjQoSiKwpAhQ5g2bVppnVIWEgwJIYQQQghRhPLzYVYIkbeotARim7iipyXkvXE2/EMDcT8QTYIWYn8vXgmKYlNi2XF+Bwv3LeQHpx/gHFRyrsTrPV5nQocJOGlO19Z4ayKWv4dfDYUqNkTvMgfTq9O17VeUuOnTp+e5zbPPPmuvN5SdKlWqMGvWrKJsVpGSYEgIIYQQQogidK0fZoW4UeSnN8+1yPheNEyDPx7pzaeeJ3kiJI7DLhnenwp08A1g6ZDvqO1eBEN7TANty/0osbtsDys2xNpnI7jInGOibJJgSAghhBBCCCFEiSuJWlyGnk5SZBitvmrFkQaOBYIbVG5A+1rtcd3tynd3f1dkx1TDpqCesU1Hb1o8sHZfKqGQKNMkGBJCCCGEEEIIUaKuDLmcvfZ5qjq7Zxnqda3OXjpLwqlNJF/Yi6mncgSonG7hoYi69I2pQtvZv1O1gi2sCdwVeM3Hu0I5OQ9tv612jImK3vUn8GheZPsXojjIdPVCCCGEEEIUM5m+Xoj8CQkJKfyTPT3Z4RbLfa0O0/iLxiSd246pp6K5ePJJ/08I33wz751oSv+YqvZQqCgp0VvRtj5if2z4v4dZa0CRH0eIoiY9hoQQQgghhChG2ugxqLqONvMr9AXzS7s5QpQJu3oEEbgukKDHiqZAe2JaIg+NhqUHttgWGOBUqQ7utdpjqezDhI4T0Izfiq9rRNJptL+HoxiptsM3eBCj8ZPFdDAhipb0GBJCCCGEEKI4xcURkJQMcXGl3RIhyjRt9BgCwvahjR5ToOdFJkYy4OcBLD2wFE3RGN1iNJvu30Qj//todLEu1Vw8iqnFl12ZgSzlPABGtVvQ238GilK8xy0rkpJQ1q9HDQxE2bSptFsjCkF6DAkhhBBCCCGEKHZ51g+KiyNA1cDQAajq7I57WDQJLb1yfMqxmGPctuA2jkQfwcvNi19G/kJX764A7KrT0bFXkqenLaD19Cyyc8I00LY+hBK7w/awYgP0bgtAdS66Y5Q1ycko//6LsmGD7WvLFpT0dAD0pCTMbt1KuYGioCQYEkIIIYQQQghR7DLPQtarV69ct89ruNl/5/5jyIIhXEi6gI+nD7+N/o1m1ZrluL+chnLm1Y7cqPveRD29FADTUgnrzUvBpVqh91cmmSbKP/+grFmDEhqKsnkzSlpatpuqISEYJdw8ce0kGBJCCCGEEKII5aeXgxDlnqcn63WdAE3LcZP8zD6WU2gTkRDBwHkDiU2JpU2NNvw6+lfqVKpTqKYWdhY05dQitH1vAmCioHeZC54tC7WvMikpCWXePLQvvkDZuzfHzcxGjTB79sTo0QOzR48SbKAoKhIMCSGEEEIIUYSKuqiuENcjfcF81gcG0jPo2t4HOYU2r2943R4KrR+7Ho8c6ghdS2+g3CjR29G2PGR/bLSZhll7cLEcq8SdOIE6cybqd9+hxMRkWW02aoTZo8fVIMjbuxQaKYqSBENCCCGEEEIIcVmedXBEvmUMZfxDA3GvFc2y0EB29bi2sOi/c//x/a7vAZg+cHqOoRAUvjdQrpLPXJ6BLAUAw/c+jCbPFP1xSpJpomzYgPr55ygrVqAYjgPCjK5dMR56CDMgQIKgckiCISGEEEIIIYS4LHMdHFF4xfE6mqbJc2uew8RkTMsx9kLTJcaahPb3CJSUswAY1W5Gb//59TsDWWIi6s8/o375JUpYmMMq09kZc/Ro9Mcfh/btS6mBoiTIdPVCCCGEEEIUseIaviLE9WpXjyD6nvfKvbeQpyfrK7jlOmvYgn0L2HR6ExWcKvB277eLoaW5ME20beNRY7bbHlbwQe+6ADSXkm1HUTh+HHXiRCwNGqA9/rhDKGTWqYMeFIT12DH02bMlFLoBSI8hIYQQQgghipj0OBGi4PKqS5SYlsgr618B4OVuL+PtUbJDmtT9b6OeWgSAaXHH2n0puNYo0TZcE9NECQ5G/eIL23Ax03RYbXTrhjFhAuawYeDkVEqNFKVBgiEhhBBCCCGugX9oIFFpCVR1dr/m2imidF2pgzN77fMOv0+pO1Q2vPfPe5y5dAZfT1+e6fxMiR5bOb0ULcz278FEQb/pB/BsXaJtKLTERNSffrIFQvv3O6wynZ0xx4yxDRdr166UGihKmwRDQgghhBBCXIOotAQ0RSUqLaG0myKuUVRaArFNXNEu/wygjR6DqutoM79CXzC/dBtYxpRkYHY6/jQf/fsRAO/2eRc3J7cSOS4AMTvQtjxgf2i0fhOzzu0ld/zCOnbMNrvY99+jxMY6rDLr1sV45BGMhx6CGtdRrydRLKTGkBBCCCGEEELkJC6OgKRkiIuzLwoODi7FBpUdISEhJXasD/75gFQ9le71ujO06dASOy7J57D8fSeKngyA4XMvRtMXSu74BWWaKOvWoQ0bhqV5c7RPPnEIhYybb8b6009YDx3CeOUVCYUEIMGQEEIIIYQQQhRISQYi15PiCszOJ5xn9s7ZAEzuPhmlpGYA05PRNo1AST4DgFG1C3qHL8vmDGQJCahffYXF3x/LoEGoK1faawiZLi4Y48aRvnkzenAw5siRUkNIOJBgSAghhBBCiAKSHiNCZFUUgVl2M/p9vPljUvVUutTtQm/fEqr1ZJpo2x5Fjd5qe+hWD73bItBcS+b4+XX0KOqLL9pmF3vySZQDB+yrzLp10adOtc0uNmuW1BASOZJgSAghhBBCiFxkFwJJj5EblzZ6DAFh+9BGj8lxGwkOCy9zzaLIxEi++u8rACZ1n1RivYXUA++inrTVlDK1Cli7LwHXmiVy7DyZJsqaNWhDh2Jp0QLt009RMgx1NLp3x/rzz7bhYhMnQvXqpdhYcT2Q4tNCCCGEEELkwD80EPcD0YTrK6jq7M7eLw7aas64u6ONHiPFiG9EcXEEqBoYeo6bhISEyCxm2ciuN1BePt36KUnpSbSv1Z4BfgOKvlHZUM4sQ9v7uv2xftP3ULltiRw7V6aJ8scfaJMmoYSFOa5yccG86y70CROgbdvSaZ+4bkmPISGEEEIIIXIQlZbA6SauV2cdi4sDVXMoRlzV2R3vQylUdXYv5daKYuHpyfoKbuDpWdotKVP8QwNZWysa/9DAbB9np6BhWXRyNDO2zQDglZtfKZneQrE70Tbfb3+ot5qKWXdo8R83L3v2oN16K5Y77nAIhUxvb/Q338R6/Dj6119LKCQKRYIhIYQQQgghMijoMKBdPYLoe96LXT2CiqlFojTpC+azvmUL6R2WyZXQNCotodiO8cW2L7iUdolW1Vtxe5MSmB4+JQLLxuEoehIARv27MJq9XPzHzU1EBOqECVg6dUJdu9a+2OjcGeu8ebbhYi+9BNWqlWIjxfVOgiEhhBBCCCEyyFg/6EpvIN00bD2CPD3B0KUHSTmV5fddRG6EmkNFHZDGp8Yzfet0wNZbSFWK+aNrwlEswQEoyacAMLw6oXf8qvRmIEtJQX3vPVsNoVmzUAwDANPHB+uPP6L/9Rfm8OFgkeow4trJvyIhhBBCCCFysKtHEIHrAgl6zPZhV+9hW24EB6NnGBZTmNopouzZ1SOIYD04y5Cngvx+tdFjCNB1hxpU5bHmUFVnd9zDoklo6VUs+5+xfQaxKbE0rdqUO5vdWSzHuEKJ3oq2cShKaiQApps3erfFpTMDmWmiLFyINnkySnj41cWVKmFMnIjx5JPgWsZmRhPXPekxJIQQQgghRAFl/pBfkA/9aXoaei6Fi0Xpyu53WaBQJy7OoQZVeZ3FbFePIN5sdmexDKFMTEvk082fAjDx5oloqlbkx7hCOfMrWkjfq6FQpWZYeweDW+1iO2aObdm8Ga1HDyxjx9pDIVNV0R95BOv+/RgvviihkCgWEgwJIYQQQghxmbJoMXXDw1EWLS6yfZ5zTmVetXM863eI7t93x+sDL2p/Upvvd32PaZpFdhxRRmUKirKTcfji9aS4ekF9veNrLiZfpGGVhoxuMbpYjkFKBOruiWibRqLoyQAY1XtiDdgAFX2K55g5CQ9Hu/deLLfcgrp5s32x0a8f1m3bMD7/HGrUKNk2iRuKBENCCCGEEEJcZo4cwRkfH8yRI+zLCjtMLDwunAmrJtCg89/c22wPn3mfYsvZLaTpacSmxPLIykcYtmgY5xLOFVHrRYnIZpay67HHT2GUxHkmpyfz0b8fAfBS15ewqEVc/SQxHPW/p7GsbIx28CMUbOGsUX8M+i0rwLlK0R4vN/HxqJMnY2nVCnXhQvtis3lzrL/9hr5yJbRqVXLtETcsCYaEEEIIIcQNyz80EO+1zxfpFNtXAqEWM1owa+cs0lWT9gmVeOKMNz/c8QP7/rePh+s/jLPmzKojq2j3TTt+2vsTaXratZ6OKAHZzVJ2vfb4Kai8zrMoam19t+s7IhIjqO9Rn3ta33PN+7OL34+25SEsvzdHOzoDxUgBwFSd0VtMRu/8PWguRXe83FitKLNm2QpLv/ceSmqqrS3VqqFPn451+3bMAQNKpi1CIMWnhRBCCCHEDSwqLQFNUYtsyu3dF3bT84eeJKYnAhDgG8Dry2K5JaEaGDp6y7sAqH64Ov8+/i8P/vYgOyN28sCvD/D06qcZ4DeAWxvfysCGA/FyK56ivsJRcHDWYtMF4R8aiHutaJaFBtrq7Xh6sl7XCdCKry5OWXWtQ8tSral88M8HALzY9UWcNedrbpMSvR31wLsoZ5bbewcBmFpFjIaPYDR5GtzqXPNx8t2etWvRXnwRJSzsalucnTGefBJj4kSZ7VCUCgmGhBBCCCGEKAIp1hTuW34fiemJdKzdkff7vs/N9W5GmzMo2376rWq04u/7/+bdTe/y1X9fEZEYwaL9i1i0fxHOmjPTB0zngbYPlPyJ3GAKM2NYxp4xUWkJxDZxRb8cLuoL5meZtS6zzGGUjs7p+NOcTzjP2YSzRCVFUdG5IlXdqlK1QlW8XG6MkHDunrmcvnSaOu51uM//vsLvyDRRIkNRD7yHGrHGcZVTFYzGj2M0ehxcql5jiwtg3z60V15B/f13h8XG8OHob70Ffn4l1xYhMpFgSAghhBBCiCIQuCGQsMgwalSowbJRy6hRMe9isU6aE5Nvmcyk7pPYdnYbvx3+jd8O/ca+i/t4dNWjxKbG8uxNz5ZA629MWXr75FNeQVJu61cfXc2rG1+lVkQtziWc43zCeSKdI3nv8/dy3Wf3mt1Z4ruEKhVKsAZOCUrX03lvk+01eK7Lc7haCjH7lmminFuFeuBd1Kh/HVe51sZo8gyG38PgVKkompw/kZGob7yB+s03KPrV2QiNjh0xPvgAs1u3kmuLEDmQYEgIIYQQQogMClMnJeRECJ9s/gSAr279Kl+hUEaqotK5bmc61+3M1J5TeSX4FT769yNeXvcysSmxTOkxBUVRCtwukbvMvX2K01HXJJ5dNIyVh1eCBruP7b66UgGLaqFWxVrUcq9F9QrVSUxP5GLSRaKTo7mQdIGNERvp+1Nflo9ejreHd7G3t6TNC5vHibgT1KhQg4fbPVywJxtWlNOL0Q68jxK3x2GVWbEBRtMXMHzHglaCU71HRqJ+/DHqjBkoiYlX2+Ptjf7mm5hjxoAqJX9F2SDBkBBCCCGEEBkUdFhRbEosD614CBOTh9s+zK2Nb811e230GAJ0HW30GIcCxlcoisI7vd+himsVXgt5jXf+foe4lDg+6v8RqiIfJK83MZZ0PvY+zgfeJ0g9bGBRLbRJb8NjQx6jlrstCJr75Vzem/Jejr/fHfcN4A7fv9kTuYdbfriF5aOX06ZGmxI+k+KjGzrTNk0D4JmbnqGCU4V8PjEVJfxHtAMfoCQedVhlerRAb/4ypvdIKOqZzXKTUyBUsSLGiy9iPPMMVMjn+QlRQiQYEkIIIYQQ4ho8vfppTsWfomGVhrzXN/fhQADExRGgamDoOW6iKAovd3uZyi6VeWr1U3y5/UtiU2P55tZvcNKcirD1N7aqzu64h0WT0LLoavj8fuR3fj/yOwejDnIg6gDnup2zr+vboC8f9fuIedPnOdTQWcrSXEO/DslVePfgLUxrsoX9nKH3nN4sGL6Avg36Flm7S9Oi/Ys4En0ELzcvHm3/aL6eo5xbhbb9SZTkUw7LDa9OGM0nYta+FUoySI2MRP3oI9SZMx0DIWdnjIceshWWrl275NojRAHILQchhBBCCCEKwTANXg1+lXlh81AVle9u/w53Z/esG3p6sr6CW6FmG3q0w6N8N+Q7NEXj570/M3rpaFKsKUXQegGwq0cQfc97Fai+UE5M02RS8CTuWHgHM/+bSXB4MOcSbKFQ06QKLA5rzcoxK2lWrVm+9hccHGz/OX3eT+zy9WfdywfpWb8nl9IuMWTBEH7Y9cM1t7u0GabBtL9tvYWe6vQUlVzyqP+TFoO25UEsG4c6hEJGjQCsPVejB2zErHN7yYVCkZGor7yCpXFjtA8/tIdCprMz+oQJWA8cwPj0UwmFRJkmwZAQQgghhBAFlJiWyOglo3n/n/cBeLv323Tx7pLttvqC+axv2SLbYWP5cXeru1k0YhEumgsrDq/gjgV3cCn1UqHbLhwVpqZUZoaeRtzhlfap1h/wf4BZt83i7/v/Jvrvnuz7rzvDomoUqE5USEhIlmVVXKuwYswKxrQcg9WwMn7leKaGTsU0zaw7uE4sO7iMfRf34eHiwYSOE3LdVjn7G5bV/qjhP9qXGTX6YO3zN3rPPzBr9IaSqsWVORBKSgIyBUKffALe5a8elCh/ZCiZEEIIIYS4YRVmKNGZS2cYtnAYOyN24qw589WtX3FPq3uKsZVwW+PbWDFmBcMWDSM4PJiB8wby66hfqVqhBKfbLqcKWlMqMz31EnGHV2BNuoiL5sLXt33NXS3vsq/XdEuBbsf7hwYSlZaAT620bGdLc7G48MOQH/D19GXapmm8ufFNwuPCmTF4Bs6a8zWdS0kzTZN3/n4HgMc7Pk5l18rZb5gahbbzOdST864+18kT3f99TN/7Si4MgqtDxmbMsIdBcHnI2MMPY7z4ItStW3LtEaIISDAkhBBCCCFuGFc+dFd1dmdXjyB29QgiWA+md4/8hQPbz23nzkV3ci7hHNUrVGfR8EV0q1cy00339OnJn3f/yW0LbmPr2a30+bEPq+5aRZ1KdUrk+CKrzWc2E7NvIUZ6EorFjTV3r86x51h+RaUloCkqp3OZLU1RFKb2moqPpw9P/PEEc/fM5ULiBX4Z9QuWkiy0fI1WHlnJrohduDu781Snp7LdRjn9C9p/T6GkRtiXGbUHo3f4AtxKKICJikJZsQL1l19Q1q5FSUuzrzJdXGyB0AsvSCAkrlsylEwIIYQQQtwwrnzojsrwgTu/PUaW7F9CwNwAziWco0W1Fvx9/98lFgpd0bFOR9bdu4467nXYd3EfAXMDOBZzrETbcD3zDw3Ee+3z+IcGXvO+5ofNp++PfTHSk7BUqIZXy1HXHAoV1EPtHuKXUb9Q0akiq4+tttfquR5k7C30aPtHHXu/mTrKxU1o/9yN5Z/R9lDIdKqMtdNs9Jt/Kf5Q6OxZ1Jkz0QYOxOLtjWX8eNRVq+yhkOnigv7447YhYx9/LKGQuK5JMCSEEEIIIW4YVZ3d8T6UQtXsikTn4MoH2Lt+uYtkazIDGw4k9L5QfCv7Fk8jrUkQvw8ST0BaNBjpDqtbVm9J8Lhg/Cr7cSz2GL3n9iYsMqx42lLOZBcMFpRhGkzZMIVxy8eRqqfi7tWYNs5DqJHPnlva6DEEhO1DGz2m0G3IaGDDgXw5+EsA3tz4JptObSqS/WbmHxrI2lrRRRKqAaw9vpatZ7fiZnHj2ZuehbQYlJML0Dbfh+VXbyzBvVBPL7Zvb9S5DeuAXZi+Y4tv6Njx46gff4zWsyeWBg3QnnoKdf16FP3qDIJmnTrozzwjgZAoV66ffoZCCCGEEEJco109gghcF0jQY/mbhSrFmsKjKx9lXpittsmTnZ7k3T7vFn64TtJJaHIGKlohWUM5vRRcaoCehBL5l+0reiuK6RgGmZobWDzAqRKmkweNLB7sadmItaejOJl0jpBfu+LVfCR1K9UCUwdDt32//KWYGR9bwdQxnSpj1h2CWSMArqPhR6Up1ZrK/b/ez5IDSwB4rstzvNXrLUI3hOZ7OGJm2ugxBOg62sBBtpnrxmcfNPj7+zsusCaixO5Gid3Bvcm7qdmsKV+cOshjv41lw4Pbc67XU0hRaQnE5jK8rSBM0+TtjW/R3BneadqO2lvuQonaZPt3mnlbZy/0dh9j1htTPIHQ/v2oy5bZhont3Jl9e/38MIYOxRw2DLNTJ1Clf4UoX+QvgBBCCCGEKLcy1xQqiAuJFxi5ZCT/nP4HTdH4bMBnjG8/vsBtUC7+zeBaa7H88QvKpQNwy9V16j/56zWi6MmgJ0NqBFc+GlcAhjgDzgApcGZugdvGsa8xXapj1BuJWX8MptdNJVvIt4QVptj4FaZp8vSfT7PkwBKcVCe+HPQl9/nfBxSsgLW+YD7rAwPpGXT532NcHAGqBqoGcXFUdW5qKz59OO1qO9NiuLlhCtqhj9HidqHE7oRLh1C4OhvZAGBAHUgzT3FoRUuqtHoGs9YA8Gxddn6negpK5AbOH5zFXMsmGvgAKZsgxXEz01IJs1Y/jNqDbVPPO1cpujaYJuzcifrLL7Yw6ODB7Ddr0QJj6FCMYcOgTZuy8xoKUQwkGBJCCCGEEOVWYYcO7b2wl2GLhhEeF05l18rMGzaPPg36FOzgegrqzufRjn1D92pAPmeYN90bcT69HjVrVIP0S5Aej2KNJ+VSJK5aGljjs+1ZUVhKaiTakS/hyJeYFRtg1B+NUX8MeLQosmOUFQXtMZbRV/99xbc7v0VVVBaPWMygRoMK3Y5evXpdfeDpCXFx9p+vBJiBfwUSNP5l1J0vYjnyBQ1Na7727axAKzMS9rwKe17FdK2DWas/Rq3+mDX7FG3IkpFpgjUeks+gJJ+F5LMoyWccv8cfQNGTqAfglOnp7o0x6tyKWXsQZrWbQS3CGdYMA2XzZpRffkFdtgzlxInsN2vfHnPYMIyhQ6Fp06I7vhBlnARDQgghhBCi3Mquh4jDh/Js/H7kd+5ddi+X0i7RqEojfhn1C02rFvBDYsIRLP/chRK7y77IRMWsehNmrf78vGovdw0fgJIaCamR/LPpb7rc9jRmte7gVofpgYEEBTmGF29cWWaatt5D1nhbaJR+Cazx/Ht6E59t/YJziRfRgSFNh/JMl+fRVGdQNL74ciaPP/EUKBooGkrcHtST81HOrkQxbF02lMTjaPunoe2fhunZBsPvYQzfsWCpWLDzL0XBwcHXPAV9ZhvCN/DcmucAeKv3W9cUCoFjDyN9wfxst6lf4TSWNR1REo5kWWfqKpfiKlEptgrGiOcxK7eF1Iso51cTf2IBVfQY+7ZKylmUE9+jnvje4d+gWWsAZpX2oBRiWFRqFEp8GErcPogPQ4m7/JUek/dzL0szwVq1Gy717sSoPQgqNS54O3KTno7y118oy5ahLl+Ocu5clk1MRcHs1g1z6FBbGOTjU7RtEOI6IcGQEEIIIYQot7LrIZJTaGCaJtO3TueldS9hmAY96/dk/p3zHWdLygfl1GK0bY+iWG1dhEzVFcP/XVsvnMu9NfYvCMRscL99INCqpYHcVG9UtvvTRo+xDTdyd0cbPcYWJFgq2L5ca9n3cVON3sxo+SSvhbzGjO0z+GfXMralasy5Yw5OmhMXUquDR7Or5+vuh173Dlu4dGYZ6skFKBHrUDBs5xG3G23HU6h7AzH8HsJoNAEqeBfotSgNISEhuQZDeQWDmZ2IPcFdS+/CalgZ03IMz930XMEa5OnJel0nQNPyt72ejLo3kEcazEW53NHNVF2J8rwdzwZ9oWp7tLtewl1xwjR0jJcftT/VrHMrbv4fcc/8nnjFbmW0lwc3u6TbhiICCgZK1D8Q9Q+EBWE6V8Os1dfWm6hGgC0kSotGSYu1FT5Pi0FJi4H0GN5JCqGRHktTPQqnX6cX7DXAFoxSoR5rEq3MPHeGWg3v4dM+313+11ZEkpJQ1qyxBUErV6LEZA2qTE3D7N3bFgbdfjvUrl2ULRDiuiTBkBBCCCGEuOGl6+k8vfppZu2cBcCDbR/kswGf4awVYDiLnoq66yW0ozPsi8xKTbB2nWer81JYcXGgagQkJduKSufCw8WDTwd8Sm/f3oxZPIYlB5aQqqeycIlGgJWrwVJGTh6YvuPQfcdBSgTqqUUoJ+ehRm8FQEmPQTv4AeqhTzD8xmO0eccWSl0nMvcgKkhvosS0REYsHsHF5Iu0q9WOrwZ/hVLAWjNZagrlQrn4D9rWh1ESDnOlmJThdRPpHb7mzFkTd9+maJoGpmpfn5mmWXjz9gV0mNWBz4/H8EqXZ5nash/K+T9Rz69Gid9/9XhpF1FOzkc9mX2vpYwezGO96VYX070xVKiL6VYH3DJ+rwuuNdl+ficDvuuKqqjs7fZqnsfMl5gYlJUrbWHQn3+iJCdnbZuLC2bfvhjDhmHedht4FbzGlBDlmZRTF0IIIYQQN7SY5Bhum38bs3bOQkHhvT7vMWPQjIKFQglHsazv4RAKGfXvwtr332sLhQpp+OvzeeNoZ1wNlRWHVzDU+y+6pCRcrWWTE9eaGI2fQO/zN+n9tmD4jMVUbMVgFNOKdnQGlrVdIHZn8Z9EEQkJCSnU80zT5OEVD7P7wm5qVKjB4hGLcXNyK9S+8uylpCej7noZLbiXLRQC0g0Nvc009IAQzEpNCnQ8bw9vZg6eCcC0fz9hfbKG4f8e1gG7SL/1CNYOMzDqDsW0eBT4XKIUV4zqPdEbTUBv/znW3sGk3xGB9bbj6L3+RO/8HUbrtzAaTcCsOxTTqxO41QFF4+2/3wZgTMsxNPJqVOBj2509izpzJtqgQVjq1sXy4IO2YChDKGRWqoQxciTWH3/EevYs+i+/YI4bJ6GQKLDZs2dz8803U79+ferXr0///v1Zs2ZNlu1M02TEiBFUqVKFlStXOqw7deoUo0aNok6dOjRu3JjXXnsNqzV/dcNKgvQYEkIIIYQQN6zD0YcZunAoh6MP4+7szpw75nBb49sKtA/l9FK0rY+gWOMBMFUX9HafYDZ4sPRmMoqLY+IlDzon+XNHh4P86RXNHS12sGqPf/7vDFdui955NrR+E/XoTNRDn6DoySiXDmBZezNG6zcxmjxduBo1JcQ/NBD3WtEsCw0s8Kx07/3znn0GsgXDF1DPo16h25FbLyUlcqNt6OHlQAjA8OrM5/+25YnRV4at6WC1QkQEREVBdLTtcWoK6muvoURGYjo7Q4MGmA0aYPr6MsyvDw+3fZhZO2fxwK8PsO3hbVSrUA0q1Mf0ewjd7yEw0lGiNqOcX40Ssx00V3D2wnSqAs6VbT87VwanKtwbtpi4Iybhzeuyq+fUAr8Guy/s5rdDv6GgMLHbxPw9KSUFTp9GOX0aTp1COXECZfVq1C1bst3crF4d8/bbMe64AzMgAFxcCtxOITKrU6cOgYGBNGzYENM0mTdvHvfccw8bNmygefPm9u1mzJiRbY9CXdcZPXo0NWvWZPXq1Zw/f57HHnsMJycnXn/99ZI8lRyVm2BI13WH70KIvMn7RojCkfeOEIVTWu8d0zSzPeaG8A3ctewuYlJiqOdRjyXDl9C6Ruv8t09PxbJ3EpajX9oXGe6NSO/8E2blNmDkXD0lc5tye6yZwJVKQmbOr19ISIi9Z8qV5wTEePHrqF8Z9sMA1leO5sO6J3muoK+/cw305q+jeI/Gacv9qHE7Ucx0tN0vw/k/Se/wta1HSBmR8bWLSksgpokrRlpCgf7drTqyitdDbB/YPu73MV3qdCnyf7fKpaNYNr+EdnAVxAPxYMZbMFx6YhoNGbNvP2pwX5TISCwXLtAmOhrFNLPu6N13czzGV15ePOnuyr5KZ9m44RbuGPAs+PnZwiNvb7BYwKur7SsP39foR1BoEL+MDyzwa5FiTeGZ1c8AcGezO2lcpTF6SgrK2bO2wOfMGZTLAZBy+vTVx5GRee7b8PXFGDIEfcgQzC5dIGMtJ/k7fUPL6W+Oefl9FB8f7xDkuLi44JJNmDhokGOx+ddee41vv/2Wbdu22YOhPXv28MUXX7B+/XqaNWvmsP369es5ePAgy5Yto0aNGrRu3ZpJkyYxZcoUJk6ciLNzEc7AV0jlJhg6duwYAEeOZK3aL4TInbxvhCgcee8IUTgl/d5JS0vj4MGDDsuWnljK27vexmpaaV2lNR/f9DHOMc4cjDmYw14cOaedwef0S1iSw+zLYjwGcrrOaxgRLhCR+34ytym3x811HczLIZNhZjmXK9asWUPty4V0m7i5Eaoq9DBMqiVW45NDjXmoxQGm+hyjxbY/aFCpQb7OMzOlztfUsnxBjagfANAurMP8swOn6gQS71G0M4EVVsbXzmq1oikqumnk+LplduzSMcZtGIeJycgGI+nu1j3fz3VgmjifPo37tm24HD+OJToaS3Q0TlGROEedQY1JQsmUWyhY0VgHrKMoSiKr0dG0iYY2AGFH4bcnrjZP00irVYs0b2/S6tYlzdub1Lp17T/rnp5Xe7zpOmpqKk6xsRwLCUFNTUVNSUFJSUFNTUW5/Di7n5WUZP45Gcz9cad5Lk2jp7Eb7cn6WC5ezD7oyofkJk2I692buIAAUpo0udpO+bssspH5b46iKPj4+NCqVSsSEhLsy19++WUmTsy9N5uu6yxbtoykpCQ6deoEQFJSEuPHj+f999+nZs2aWZ6zdetWWrRoQY0aNezL+vTpw/PPP8+BAwdo06bNtZxekSg3wZCfnx9Hjx6lUaNGtoJsQog86brOkSNH5H0jRAHJe0eIwimp907GnjMAzs7ONG1qm25eN3QmhUzis52fATCq+ShmDppZoNox6tnfcNr+CEp6LACm6oy1zfu4NRhP43wOHcvYpsyP220MopJPIqsi57OjeyAWTQPt8nAt3XB4Xo77XLKIkKAgegYG0hRoFVmHhdGRrPaK4t0D77L27rVoaiF/B81nknZhNE7bHkJJOYdFj6XBqWexNngYa+t3S7QwdbuNQUSnJ+LlVJEd3QNxuuseBuk6raZMJX3eT1jOWlAVFcXM+XXLKDYllhFzRpBoTaR7ve7MGj6rQLWmlBMnUDdsQA0NRQ0NtQ2BukammxtmjRokV6qES716UKMGWnAIposLWJywvv8u2gcfsd2aTsfkFPTbBqMcP456/DjKiRO2oVjZBDCKruNy5gwuZ85kf1x3d1BVSE5GSU8HoDXAzJkFPoeh9p904HCO29mPrapQuzamt3fWL39/lAYNqAxULnBLxI0kp785pmmSlpbG3r17s/QYyklYWBgDBgwgJSWFihUrMnfuXHvPoEmTJtG5c2cGDx6c7XMvXLjgEAoBVK9eHYCIiIhCn19RKjfB0JVftKZpcpEuRAHJ+0aIwpH3jhCFcy3vncwzTGXmHxqI+6FoEpxC7TVlevfujaZpXEq9xNjlY1l1ZBUAr9/yOq92fzX/s0wZaai7X0U7/Kl9kVmxIdauP0OVdhTkjBRFcXgNMj6OTk8krokrenqibZkC9imoFHJ87XLbp6IozDzagjYem/j3zL98vfNrnuj0RLb7yZfafbH2/w9t26OoZ38FwHJ8FtrFUKw3zYUq7Qq/7wKITk9EU1Tbd01DiY8jQNXA0K+e++Vt8/o3pxs69/92P0dijlDPox7z75yPm3MegWF4OMqGDagbNqCEhqKEh+fdaBXwANNTgdo+mPU7YtaqA9WrY9aoAdWrQ40amJe/U7Gi7QPuwYM0bWqblcwcPYb1uk6ApqH074/y0cd0dHUDZ2d49VVMbBEMAKmpmOHhTPl+HDH7/+Om1Grc434zlhPhcOwYSnx8ts1UMvSkKGpmrVq2oWze3pj16tm+e3tDvXqYdevappC3ZP2oqpDjZGxC5Cjz35wrQ8k8PDzy/f//xo0bExoaSnx8PMuXL2fChAmsWLGCY8eO8ddff7Fhw4ZiaXtJKTfBkLi+5XWRJ4QQQogbU8ZrBG30GFRdR3v3PfD0zDrtOraaMrFNXNHTrn6o7d27N+Fx4QxbOIy9kXtxtbgy67ZZjGoxKv8NSQxH+/ce1OirRW8N7zvRO34FTp6FP8ESVD/VjWnHG/F444NMDpnM4EaD8aviV/gdulRF77YI4/i3aDufR9GTUC4dwrKuO0brNzCaPFOmC1Nn9tqG11h9bDVuFjcWj1hMjYo1sm506pRjEHT8eI77M93cMDu1Br+LqHWOQRXAA6gAhu9d6K3fgAr1C9VWfcF81gcG0jMoHwW1XVxQmjRhwqTldJjVgZlJF9jesR4f9V8Epmmb7v34cTh+3OG7Eh5u6zHk5obp5gaZvuzLXF2zLnd15ddTa/hq/1ySLfBMr1e43X8UuLvbQp8yUFNFiIJwdnbGz8/2/8u2bduyY8cOZs6ciZubG8ePH8fX19dh+3HjxtG1a1dWrFhBjRo12L59u8P6yMv1s7IbelYaJBgSZUJISIhDMCRBkRBCCCH8QwNxPxBNghZi6/0Td7k3iKo5TLue13XD5jObGb5oOBeSLlCzYk2WjlxKpzqd8t0O5exKtC0PoqTHALahY4b/exgNHyu9WccKytOT9brOI0ktWFC/JqEnQ3ls1WP8cfcf+e8xlR1FwfR7CGv17lj+HYcSu+NyYeqJKOfX2GY1u8bC1CVxXTg/bD4f/PMBAF/f+jXtal3u8XT2LEpIiG1Y2IYNKEeP5rgP09UVs2tXzB49MLu2RnX9FeXMXBSuDuMyqnbDaPu+bQr3ElbTvSbf3PYNdyy8g8+3fU5fv74MbjQYvLwwvbygQwcKV/Enqx92/cD4Y3OhEbzV+y1u7/piEe1ZiLLBMAzS0tJ45ZVXGDt2rMO6m2++mbfffpuBAwcC0KlTJz788EMiIyPtQ8iCg4OpVKlSvoa4loTrJ8IX5ZZ/aCBra0XjHxpoXxYSElJ6DRJCCCFEkQkODnZ4vGvXrgJtnxf/0EAmH1jqcB1xhW7ozNk9h74/9uVC0gXa1GjDpgc25T8UMtJRd03E8vewq6FQxQbovTdgNJpQpkKh7K6nMtZZ0hfMx3h8AuaCBcwcPBM3ixvB4cG8tO4l+7CKa1KpKdY+f6E3fR7z8mAf9cI6LH+2RzmzPN+7ye73X9zXhf+d+49HVj4CwNQmjzFmj4k6YQKWFi1w8vXFcv/9qN9+myUUMl1cMHr2RH/tNazr1mG9cAF9xSIYBlrsfahn5thDIbNiA6xd56H3Di6xUCi713JQo0E82elJAMavGM+R6NyLNRf0/Qiw/OByHl31KADP3fQcL3R5ocD7EKIsCQoK4u+//+bkyZOEhYURFBTExo0bGTlyJDVr1qRFixYOXwDe3t74+PgAEBAQQNOmTfnf//7Hnj17WLduHW+99RYPP/xwrnWNSpIEQ6JYFOSPSFRaAqebuBKVVnzjmIUQQghROjJ/qM8tGFIWLebwDz+gLFps27ZHEH3Pe9lrBWUn83VEVWd3qu4/h35mK36f+/HwiodJ1VO5rfFthIwLoZ5Hvfw1POkUWkhftEMf2RcZde/A2nczpleH/O2jBGV3PZW5l82Vx428GvHFoC8A+HTLp7y58c2iaYTqjNHmHfSef2C62noJKWnRWDaNRN0+AayJee6iqEOgqs7u6KZBVWf3bNdHHtvLD68O5qNlKZz8qiKv3T0Dy7hxaLNmoWSaych0csLo3h391Vex/vmnLQhaswbjtdcwu7RBPfYRlpWN0cKCUHTbuZoWD/Q207AO2I3pPbz4wkRPTzB02/fLcnot3+r9Fq1rtCYyKZKOszsyY9sMjCuz3mVS0N/HhvAN3LvsXgzT4L429/FOwDvX1iNNiDLg4sWLPPbYY3Tq1ImhQ4eyY8cOlixZku+ejJqmMX/+fFRVZcCAATz66KOMGTOGSZMmFXPL80+GkokikbmLb8ahYf6hgUSlJVDV2d1+YZdx+6rO7riHRZPQ0guw1Q8I0HW0gYNyrB8ghBBCiPLHHDmCM3v3YI4cUeDnGtYUZm6fScWja9gWvw0u19P1cvPiiY5P8MrNr+R7Fi7l3B9oWx5ASYuytUtxwvCfhtHoiTLVS+ha3Nv6Xrbt2caXJ77kjb/ewNPFk6c6P1Uk+zZr9Mbafzva9v+hXu4tpB2bhRpZsMLU2ugxtuGD7u5oo8cU6powS6gYGWmrDbRhA8qGEOrsP8CX9pWOwZXp5ITZqRNmz562ry5doEKmGdfSYlEPT0c9PN0+Sx2AqWgYfo9gtJwMLtUL3O6CKshr42pxZdmoZTz464NsOLmBp/98ml8O/sLXt36Nb2XfQrdhx/kd3LnoTlL1VG5vcjszBs+QUEiUC9OnTy/Q9jExMVmW1a9fn0WLFhVVk4qcBEPimmUZ/58Nn8NpJLS8+jhjcLSrRxDBejC9e1wOlnKoHyCEEEKIsi/jzR//0EDca0WzLDQwx2uEAtWPuVwnJyAhATw9sRpWUmOPk3rxACkxx3jqcq8HTdEY1GgQ49qMY3CjwfmfbtywooYFoh14377IrOCD3vXnEq0Jk/mmWXE9x/OgJ1P6TWFK6BReWPsClZwr8UDbBwrR4my4VEXvuhDj+HdoO59zLEzd5GmM5q+AU6Xc9xEXB6pGQFKyrTdMYURF2YMgdcMGlLCwHDc1LRbMjh2vBkFdu0LFitlvnBaDevgz1MOfo6RfvV41FQ2z/t3ozV+GSk0K1+YSUM+jHqvvWc3M7TOZFDyJkPAQ2s9qz7SAaYxvNz7fgU5sSizLDy5nfth8gsODMUyDHvV78NPQn7Co8lFTiOuFDCUThZJxqFjmrsuZx7jnpxu4wwWhpyfrK7hl6Q4rhBBCiLIv49CT/AwXL8hQFX3BfNa3bMHOOe/xwiM+NJjegLhDK0iJPgKmQZsabfig7weEPxXO0pFLGdp0aP5DoeQzaBv6O4RCRp3bsPbbXOKFgvNz7QSO12P5fU5mr9z8Cs/d9BwA/1v1PxbtK8I72oqC6fcg1n6bMaq0ty0y09EOfoDlj1Yo4T/ZZsXKyeXhUesruDlcE+ZasiAtDS5cQDl0CEuHDjjVro1l9Gi0L7/MEgpZFfi3Lhx6eDjWFStsQ8NCQzHeeAOzb9/sQ6HkM6h7A21Dxva9ZQ+FTEXD8L0P68A9toLbZTgUukJVVCZ0nMD2h7fTvV53EtISeOKPJxg8bzDhceE5Pi85PZkl+5cwcvFIvD/1ZvzK8aw7sQ7DNOjv15+lI5fianEtwTMRQlwriXFFoWTs8ZP5DlV208RmlNfdQ+v8eayY8hKtJ76Cm8UNV9OUbqhCCCHEdcA+HDyHYT8zT4ZwoMIlZp4M4fEGfbK9JshYMDnj44tJF1kQtoBFXot4Z9Y79vWKxY0K1ZriXLUZ2+6YU6h2K+f/RNt8P0raRQBMxYLR5m2Mxk+XyNCx7F63zK9DdjLP6loYiqLwTsA7xKfGM2vnLO779T7cnd0Z1GjQNe3XQaWm6AGhmPveRj34IYqRipJyDsuWBzCOfoXe7hO4HBxldOW1yDwte0hICL07dULZv5+7/txH8/Bomp64iOWhxSjnzl3dwelTDvszVRWzfXtOtW/E40kL2VDPYOKAN3mp20u5z8ZlpKOc+x31+Lco5/5A4Wo9HlOxYPqORW/2Mrj7FebVKXUNqzRk7b1r+WLrF0wOmcy6E+to/0173u3zLjHEsDNiJ/Ep8UQmRbLyyEqWH1zOpbRL9uc3r9acu1rexagWo/Crcn2+BkLc6CQYEtcsy1CwbOR1cZOYlkhIeAirj65m9bHVHHc5zqcff2pfX8m5Eve1uY83e79JBacKuexJCCGEEKXmynDwHIb9/K9+L04lreF/9XvluIuMQYfVsJJQN4GRi0ey6sgq0o10AJxUJwY3Gsy4NuP434l1WDQn9ByK5+bKsKLum4q6/92rs0e51UPv+hNm1S4F319hZfO6Fff07BkpisL0gdOJT4tn4b6FjF46mhWjV9DDp0fRHUR1xmg1BcN3HNqul1DP/mpbHPUvytqumA0eQG81Nevz0tKoeeECyvz5KGFhKGFhPL9xI07v2MLBT3I5pKmqmG3bXh0advPNnCSOrt91JTLJYGTzkbyY2zTqlw6jnvge9cRclJTzjvtWnDAa3IfR7CWo6Fuw16IMUhWVJzs/ycBGA3l4xcP8c/ofJvw+AVxg5uyZWbav71Gf0S1HM7rlaFpXby03cYW4zkkwJAosu7taGS9eshvjnnH9rh5BBK4LJOixIBLSEng95HW+2fENqXpqjse8lHaJz7d9zupjq/n29m+5qe5NxXBmQgghhChu/v7+9p8zXhNk9u/pf3n8j8fZc2GPfVn7Wu0Z23oso1uOplqFagA8djKkcA1JPoe2eSxqZKh9kVF7MHqn2eBStXD7vI5k7q2lqRrf3f4dCWkJrDqyimGLhvHnPX/SoXYRz8Dm7od+82KM82tstYcuHUTBRDn6Lcq2hQw754f6lhPKvv0oe/fC4cM8bbXC7Nn2XeT02zGrVgVdBw9PzMqe6GvXQuXK9vVJ6UmMmDOCyKRI/Gv68/WtX2cNNPRklNO/oB7/DjVyQ9ZjuHnbAqEGD0CF+kXwgpQtjb0as/7e9UzfOp2JIa+DbkVxcqFhpbp4uHjQsXZHxrQcQxfvLqiKVCURoryQYEgUXB53A/PTgwhgzbE1PLbqMU7GnwTAx9OHAX4DGNBwAJt+2sTU16eSbE0mOT2Zbee2MX75eA5HH6bnnJ682PVFXrvltfzXDRBCCCFEkboy6yjgMPNons/LEAxB1l7FMckxTA6ZzKwdszAx8XLz4r4293Fv63tpXaN1kbRdiViPtnkcSuoF4HJ9mNZvYjR5Fq6TD7t5DdvLS3ZD/zeGbmTesHncsfAOQsJDuHX+rTzR8Qk61O5Ah9odqFGxRuEbnJoKEREo58/D+fMoEREY50ag7PkDZc8OlNMGSloCndgN7M59V05OOLVrBy1bYrZsidmqFWbLllCjBtqgwbYJTAzdIRQyTZNHVz7KzoidVHOrxuIRi6nonKGGUOxO1GPfoZ6c5zC7GFweLlbndowGD2DW6gdK/ma3K275GW5YGJqq8cxNz/B+/EksqoZuGuzt+2GxHEsIUTZIMCQK7sqMIFrOfxRz6/4ckxzDNu9tvDPf1gXY19OXzwd9Tr8G/ex3bbaxDSfNCSfNCQ8XD4ZMnotJJ5bU28tPXqd4d9O77I3cy9IRS6XrqhBCCFEKotIS0C6HKDkVl87PTFlXrhlM02Re2DxeWvsSF5Jsgc19be7jnYB37L2DcjpGVFoCVZ3d8260qaPuewt131sZho7VRe/yE2a1bnk/vyzJ40ZdQWmjx6DqOu4zv2LJnCUMnDeQrWe3MvWvq8O7fDx9mBYwjeHNh9sWmCZERdmDHs6ftwU/VwKgiAhbzZ+ICJRspm/Oi+mkQpPG7DI1Wt99ty0EatmSqd9+y5Sp2Qw7y8WH/37Ign0LsKgW5t85Hx9PH0iPQz25AOX4t6gx/2U9fqUmGA0exPC5B1xrFrj9xa24hxvKNbYQNw4JhkSB6QvmZykCmF9nLp2h30/9OBJ9BAWFxzs+ztReU3HP62IuLo47VI079jbh9k/e577l97Hy8ErbOPiWowt5JkIIIYQoiIxTy18JZHwOp+UY/OQ2VCyjw9GHeeqPp1h3Yh0Azao244tBX3BL/VvybFO+Z+FKDEfbcj/qxb/ti4xaA9A7fwsu1fO3jyJUXL09Ci1D0FTJpRJ/3PUHc/fMZffRTST99w/VDpyi5YVwKs24m2SXJlSKSbQFPunp13xoU1WhYUO21EjFt9pFavokgTcoNQ1M5xNUchmOMfBxsNh6+Ji5BRbZ3MD8/cjvvBr8KgAf9/2InhU11C0PoZxejKInO7ZFc8P0HoHh9yBm1W4lUnxcCCFKmwRDIlc5dRMvzMVMxlCovkd95g6dS1fvrgXez53N7mT/xf0EhQbxwtoXGNBwAJVdKxd4P0IIIYTIXcYgyD80EPcD0YTrKxyuCQL/yjv4yUmqNZX3/nmP9za9R6qeiqvFlUk3T+K5Ls8V6XBx5eQCtP+euDq1OCpGqyCMZi+W2tCxkiwunW9paRAfi/rBB1TeuZOndu6Ew4dRHKaUN4GD+d6l6eYGtWtj1qoFNWuyOTyczkOGYNauDTVrsvXMGTreey+4uTFk7fNYUBiWuo/p+h6U1AgUI5WGyT9j/hGK7j8N03tkrsfLfAPzUNQhxi0fRzXN5PNmnRl58XOU44eyPM+o0gGzwYMY9UeBk2e+z08IIcoDCYaEw0VfZjl1Ey/oxczp+NP0/6k/R2KO4Ovpy5p719i68BbSC11eYN7eeRyKPsTk4Ml8PujzQu9LCCGEEFldCYIStBB29Qiy16TRyHnoWEEciznG8MXDCYsMA6C/X38+HfApDas0vOZ926XHo+14GjX8J/sis4Iv+k0/YFYr+M2psq4gN+6qxiXTZd95WhyNQPtiGMrfG1FSL08EsnNnrs81gOhKFir7NkOtUxdq1sSsWdMWANWsCbVq2R/j7m7vdeMfGoh7WA0SWqayq8cDAPwWGEhHNzf7vk1FYZFLcz7uOR91/9uoh6ajmOkoyaex/HsvRrWvuMnLDeXYbFCdQLGAagHFyfZYdWJENzeU00tJTolmwcYgZlWJY6i7giVtC6RdPQ/TqTKGz90YDe6Hym3z/doJIUR5I8HQDW7GiWDW/P0LBxrAY762sCe3oKgwijoUAnCxuPDloC/p+1Nfvt7xNfe2vpcu3iU4rawQQghRzmVXnLio/HXyL+5adhdRyVHUrFiTD/t9yMjmI4u0pokStRlt830oicfsy4z6d6G3/+z66xHi6Qlxcax3d786RCqbIVN5Xr9FRqIuW4ayZAl7QoLRDDPXzU1nZ8xWraBtW9u07/7+nK3qQrcVd3AmJYJbG/uwePhiNDV/xZgz/5vKtYC2kwdGm2kYDR5A2/kC6vnVAKgX/+KOOsD2P3M8TnuAf6ASMNVeX/rquRrVe9oKSXsPA80t6w6EEOIGc31MuyCKzWO+vWmdXsUeCgGEhIQU2f5Px5+2DR+LOUKDyg3yHQpluePl6cn6Cm62C6PL9GM649qMA2DC7xNI1699jLsQQgghiteSE0sYvGAwUclRdKjdgX8f/JdRLUYVXSh0ucC0FtzLHgqZlkpYO3+HftMP118ohG14lP7H76xv2cIeoOgL5js8zlFkJMqsWWgDB2KpVw/t8cdR16/PEgqZmoZZuQqmdz2ss2aRvm0b1pgY9H//RZ85E+N//8Ps2pXaTdqzYPQSXDQXVh5eyeN/PE6qNbVwJxYXR0BSMsTF5bxNpabo3X/FevMvmBUL35vMdK2F3uxF0geGofdag+lzt4RCeajq7I73oZT8FXYXQlzXJBi6AQUHB5fIcU7Fn6LfT/04GnPUFgrdk/+eQpnveGV38RMSEsK0gGlUdavK3si9fLrl0yJtvxBCCCGuuvIhUTeNQn1QtBpWnl/7PG/sfAOrYWVk85Gsu3cddSvVLbpGJoajhfRFCwtCMW2zdRlVu2DttxXT556iO05Ry+YG2DW5EgYNGoSlfn0sEyagrl+PYhj2TcyGDQm96Sas8+aRvn8/Zo+emB07YTZpgjluHLRpA05O2e6+c93OfHPbNwB8u/Nbuv/QnYNRedcdyitoyHG9omDWuRXrgJ3c434bT1Xsz7MVAtDbf47e9mN0//fQW7+F3nIKeotX2VV9OC9GwhMXYFOtB7DesgLrrUcxWr8FlRrn80Usfwr6GWBXjyD6nvfKf4F3IcR1S4aSFbGiHoZV1DLXCwDH3jm5duktgFPxp+j3Yz+OxR6zh0L1PetfY+uzqlahGu/2eZeHVzzMG3+9wfDmw2lQuUGRH0cIIYS40eU0w5hDL99shjf16tWLmOQY7ll2D2uPrwUg8JZAJnWfVLRDx7IrMN1iEkbzSbYaNGWYvmA+RnAweh7XkLnWELp4EWX5ctTFi1FCQlD0rNPYm35+GMOHY4wYAW3bkhISgnnlmAX8XYxpOQZPF08e+u0hdkXs4qZvb+LT/p8yrs24HH+vec1St6tHEMF6ML175PA6aC6sdWqApqjopsF7DR/JssnOiJ30XPkRyVZ47qbn6HTLNHIfMHfjCAkJKdOfU4QQpUd6DBWx3IZhaaPHoA0chDZ6TMk1KJOotARON3HNuZB0frr05iFjKORX2a9oQiE9lV49e2a7amzrsfSs35NkazLPrH4G05Q//0IIIURhFKZXccbriOx6+NZtU5fuP3Rn7fG1VHCqwIedP2Rit4lFFwqlX0Lb8iCWzWOvhkIVfNB7r8do+XqZD4WuyM8H9szbVEhKQpk9G23wYCz16mF57DHUdescQiHTzw/9hRdI37wZ6/79GG+9Be3agaJcc0gwqNEgto/fToBvAEnpSYxfOZ7b5t/Gkv1LCj28rDBtshpW1h9fzxO/P8HAnweSbE2mX4N+vNX7rUK1QQghbjTXx1/KMiRzj6CMj7PrbeOwfVwcqNo1hS7XqqqzO+5h0SS09Mp+g2zu9BXEhvANPLziYcLjwm2h0L1rqOdRL/87SItBid+HErcP4vfZf1ZSI+hX0Q9j562YtW/FrN7d/hRFUZg+cDodZ3fk96O/s+TAEkY0H1Go9gshhBA3qux6FWdWkFmvANYdX8ddv9xFbEos9TzqsejORbjGul57YwFMHeXsCrRdL2cqMD0Gvf3067KWUL5ERdl7Br2ybh1aNjfEzAYNrvYMuhwCFZfa7rVZddcqPvjnAwI3BLLm+BrWHF9DFdcqjG4xmnFtxtGhdgd7EJhXD7OCSEhL4NXgV1m4byFRyVH25S2rt+THoT/muyh2eVTYUQBlffSDEKJ4SDCUTzNOBDPjZAiN/o5xmMHLoUtmXBwBqgaG7S5Nfi6wSlpeXXj1BfNZHxhIz6CCtfdS6iUmBU/iq/++AqBRlUasvmd1zqFQehxK/H6Iuxz+xO9DiQtDSTmX4zGUxGNoh6fD4emYFg/G1KuLEt4Es9ZAmlVrxktdX+LNjW/y3J/P0a9BPzxdy+kFoRBCCFEM8jMLWX4+MPbq1QvTNJm5fSbPrXkO3dTpUrcLi4YvoppbNQ7G5l2LJlfWJNQTc1APf4aScMS+2LRUQm//WdmuJVRYUVEov/5qGya2fn32w8R8fTGGD8ccMQKzfftiDYMyUxWVl7q9xLBmw/hh9w/8vOdnTl86zcz/ZjLzv5k0r9acsa3Hcneru7P2MCvgdeeVm5yxjV3o+2Nf/jv/HwDV3KoxpOkQhjUdRm/f3jhrzkV+nteVTJ9L8kuGmwlxY5JgKJ8e8+3NY769CVwX6DCDl4NMdz2Kc5rX4lTQu4F/HvuTCasmcDL+JADj243nnYB38HDxANOE+L0o0duv9v6J34eSfDrf+zedq0EFb4jbi2JaAVCs8bTxjIctD2CiYlbrxqt1h7HUqyH7oo/y+obX+XSAFKMWQggh8itzr+I8exnnoHuP7jz5x5N8veNrAO5tfS9fDvoSV4srejaBRr6lnEc9MgP16FcoadEOq4yqXdA7fw/ufoXff1lzJQxassQWBlmtWTaJ9vTE86GHMEeOLPEwKDuNvRrzZq83CeoRRHB4MHN2z2HZwWXsv7ifScGTmBwymf5+/bm39b0MaTIEV4trga87d/UI4sl1T7KWlfwXc5RqbtWYffts+vn1w3KdDBsUQoiyRv7veQ38QwNxrxXNstBAdvUIynfhwLIu412Cqs7u9npEmWeISEpPYuK6icz8byYADSo3YObgmfSu1xXlQgjKuZWoZ1ehJJ/K13FNZy9MjxaYHi3As8XVn11r2DZIi0WJ+BP17EqUc3+gpMcAoGCgXNyI68WNbKtdk/Hp8NX2GdzT6h461+18rS+HEEIIcUPIXPg3z0LA2YhKimLM0jFsOLkBBYW3A97muZueu7Z6QnFhaIc+RTn5M4qR5rDKqBGA0eQZzFr9QSknpTOPHkULCkJZvDjbMMj08bH3DNoWH0/vgIBSaORV2Q090lSNvg360rdBX+JS4lhyYAlzds9h0+lN/HH0D/44+geVXSszsvlIxrUZh2ma+f43sv3cduZXnE9cTBwNKjfgt9G/0aRqk+I4NSGEuGFIMJQD/9BAotISqOrs7jAMLPNdjfDGzlTN8Ph66HpZkDszOQ2B2xmxk3HLxnEg6gAAk9rfz6sN2+F6ZjrKf8NQ9KQc92k6VcG8HPzg0dwWAHm2AJeaud/pcq6MWW8Uer1RYFj57v3xPDSwJuq5FSiXDgHglhbBj7XghSowc81YOt63H7W8XCgKIYQQxSzzdUxBrmsOXDzAsEXDOBpzFHdnd+beMZdbG99a+MbE7kILC0I9u8JhsalYbNcDTZ+Bym0Lv/+yJiIC9e23Ub/5JksglDEMMjt0sF8vFelVZz7r/WSur6nqOtrMr3KsY+Pp6smDbR/kwbYPcjj6MD/u+ZEf9/zIqfhTfLPjG77Z8Q1NvJowts1Y7ml1D94e3gCkWFM4HH2YQ1GHOBh1kEPRtu97L+wlVU+lXa12/DrqV2q61yzKV0EIIW5IEgzlICotAU1RHWbvAscLpLzqBhW2C3Zxu5bwyjANPt78MYEhr9Haycr7tSoyvmZtPC99Dzu/z7K9qTpjVu+FWasvpmfryz2Aal17V2fVwomk+hj+QRj+0yDmP7Q9r6NG/AlAWxeY6XKcg1tfxK/zh9d2LCGEEELkKuRECKOWjiI2JZYGlRuwZMQSWtVoVbidxR9AC5uKenqxw2LTyRPD72GMRo/bhpiXF/HxqB9/jPrJJyiJifbFZrVqGGPH2sKgjh2LfZhYfuv95FZfMy+NvRoT1DOIwB6BbAjfwJzdc/jl4C8cij7EayGv8XrI63Ss05GLSRc5EXsCM4eJ5vv79WfesHlUcqlUoHMUQgiRPQmGitGVQs9T/jeFC4kXOOoRS4oGtVIt1EiKwsvNq+imas1FUc0ucDZyB3PWPkDtxH0c94E6FoBESDrisJ3pUhOzzmCM2oMxa/YBi3u2+ytSVdqj91iBEbEedc8k1BhbIcKm4dOx1vDH9B1X/G0QQgghriM59Y4uqDm75/C/Vf/Daljp6t2VxcMXU71i9YLvKPE42r63UE78iIJhX2y6eWM0fRbD935wKkdBQGoq6jffoL79NsrFi/bFZsWKGM88g/Hss+DhUYoNzCpzGYXCUhWV3r696e3bm89SP2PpgaXM2T2Hv079xdazW+3bVXatTNOqTWni1YQmVZvQtGpTmlZtSrOqzUrkGro8yet3pyxajLp4MXXdXFEWLcYcaZvht6A1oIQQ1ycJhnJwrb19zl46ywf/fMASpyV8+dGXxKXGQdsMG3xSGyfViVrutahZsSa13GtRq2It2/crXxVrUaNiDSo6VcTNyQ03i1uhpt0s9OwCqRdRIkNRLmwg4fSv+KSe4TULkM1kX2blthh1Lk8lX6V9qY3zN2sGoNfYxPGN99Hw/AIAtK2PoFvcMb3vLJU2CSGEEGVFxptFOfWOzi/TNJkSOoV3/n4HgJHNRzL79tm4Wgo4HX3yGdR976Ae/9Y+yQSA6VIDo/nLGH7jQSuiKe7LAsNAmTfPVkfoxAn7YtNiwRg/HmPSJKhZNodHFcfEKpVcKnGf/33c538fx2KO8e+Zf6nvUZ8mVZtQvUJ1CYCKSHa/u4z/PzBHjkAfOYIzgYH2UAiujzIZQohrJ8FQDgpTcBFs07Z/8O8HfLL5E5KtyaACqaCg4JPiQgVd47xzKtFOVtKNdE7Fn+JUfP6KMwNUcKrA3S3vZmqvqVSrUK2AZ5WHtFhbEBS5AfVCCErcHvuqzFmQqblh1gi4HAYNAre6RduWa6Go1O32HbPm/MbD7kkoGGj/jkXv7m4rTimEEELcoIpqKuoUawoPr3iYhfsWAjCx20Sm9JxSsLp+KRdQD36AemQmipFiX2w6VcFo9rxtyJil4jW3tcwwTZTVq9EmT0bZvdthlTFqFPqUKdCoUem0rRgVpOe6XxU//KqUo5nlyjiZml4IcYUEQxlk/sNVkP9RpuvpzN45mzf+eoPIpEgAunp35clOT9K8WnMaVmlIxduGweVx2EkrlnEh6QLnE85f/Up0/B6REMGFpAukWK9eLCWlJzFr5yyWHlzK1J5TeajtQ7n2Isqx26hhhYQjKPFhKFFbUSJDUGJ2OnTdzshqwlmn2tT2uxulVh/Mqt3AUiHfr09J0zQLe+s+xHenpvOAByhmOtqmkei3rMSs3r20myeEEEJctyITIxmxZAT/nP4Hi2phxqAZ3Od/X76fr+nxWMKmoB35HEXPUFPH4o7R5GmMxk+Dc+ViaHnpUbZsQX31VdQNGxyWG/36ob/5JrRrV0otK34SPgghRNl3QwdDmYOgwvzhMk2TXw/9yqTgSRyOPgxAI69GvN37be5ocodj99cMsz24WFyo51GPeh718mxjz149SbGmkJSexJ4Le3hh7QvsubCHJ/54gtk7Z/Np/0/p4t0l2+dHp17Co2EqHRL2oO5/1xYExYXBpYNZpnzNyAB2pMD6ZAijOg/2/ZaufgNs51ygV6j0jGl9N923TaeypjKsooGiJ6NtHIq1159QpX1pN08IIYQoUUVRH+Zg1EGGLhzK0ZijeLp4snD4Qnr75vPayZqAdvAzmh36EItxyb7YVF0xGk3AaPYCuBRxb+jSduAA2uuvoy5b5rDYaN8e4+23MUt5qvniVlQ1iYQQQhSvGzoYutY7GJvPbGbiuon8ffpvAKpXqM7k7pN5uN3DOGlOWbbP72wPV1yZAtTp3fdw8vSkwoL59PbtzeYHN/PV9q+YEjqFHed30GNOD+5rPY53uj1J9fQIlLgwlPh9EBfGsdidVODyeP29K3I9XlLFRoS7+PHduRN8c/oQsQaMaTmGzwZ8RmXXygV5acqE9rXa4+fVmDHnDnPUvxXeiXtRrPFYQm/F2nsdeLQo7SYKIYQQ143Q8FBGLhlJTEoMvp6+LB+9nObVmuf9RD0Z9ehXqPvfQ0nLUGRZcbLNMtZ8IrjVLsaWl4IzZ9DefBPl++9R9KszdpmNGqEHBWEOHw5q6dRjvBYFrcFZHDWJRNHQRo8hQNfRRo9BXzC/tJsjhChlN0wwlNfMGwW5o3Ek+giTQyaz9MBSANwsbjzd+Wle6PoCHi5FOHvElSlAVQ3i4uyL/w3+jSdat+K+gS+w8+BcnBIO0TJxDlXWz8myi+wGe5loxLvU5CSehKWZbIyPZ3HkeSL0I4BthjEPFw++H/AZd7e6u+jOp4QpisKYlmN44683mBBfk2U1K6Ne3IiSFoVlw2CsvdeDu4xjF0IIcWO4Mltq0GMF77nx454feXTlo6Qb6dxU9yaWjFhCjYo1cn+SkYZ6/DvUfe+gpJy1LzZR0X3GYrZ8FSr6FrgtZVpMDOr776N+/jlKSoa6SbVqYUyejPHAA+CU9eZhWZHXDFTX8m9IlDFXPmcYet7bCiHKvRsmGMpr5o383NG4mHSRtze+zVf/fUW6kY6Cwn3+9/H6La/j7eFdJO10GN7mZIWql6ByAkrleLQNA4i+uJneRhJsgCpAbwC37PdlALFaFU6kVeSExZ1/Ll1ifUwEe1OtpJlngbMO23u6eNKiegv8a/jzXJfn8K3sWyTnVGxMExIS4NIl2/cqVaCaYxf0K8HQquMhnBuwm9rbx6LG/IeSchZL6CCs3RZA5bal034hhBCihGX84F/V2d1+0ywnpmky9a+pvLXxLQCGNxvOt7d/i5tTDhcfAIYV5eTPaGFvoiSdcFile4/kkOu9NGjTH00r+EyrZVZyMuqXX6K+9x5KTIx9senhgfH88xhPPQUVy34hbakFJIQQN6ZyGwxpo8fYetl4embbPVJZtJi64eEoixZjjhyR68VRbEos07dO59MtnxKfGg/AAL8BvB3wNq1rtC5Qu7K9E2NNgksHUOL24rr/GzRLZZS4fSjjHGcrUy6cJqeR96ZbXU7iyYoLx9iamMLeNNifBklmDBDjsG0l50q0rdacFtVb0KJaC1pUb0HL6i2p416n7E0JevQo6i+/oAQHQ1QUypUQ6NIl3kxIQJ02zWFzs3ZtzFatMFu3xmzVisatWtG1Wnv+ufgfi478yeO3rEAJ6YMSvx8l8ThOazpj1OiN0fgp2+xqBZlNRQghhCiAzLUNCzJbU1HJeLy8ekinWlN5ZOUjzAubB8BL3V5ias+pOc88ZhoopxejhU1FuXTIYZVR53b0loHolVqSdvDgtZ1EWWK1ovz4I9rUqSinT9sXm87OGBMmYLz0UpabVkKUZXn1GhNClE/lNhgiLi7LEKyMzJEjOLN3D+bIEUD2F0fRydF8tuUzPt/2uT0Q8q/pz7SAafRp0Kdg7TGskHSSgOZWlCMzIOEoSsIRlPiDkHgM5XJJ5x7VgfM57yZSceOgVpUDmhf3t/of6gcL4LQJbtWos2A+D+jp9Ig5ysGog/YvgJbVW9qDoHoe9cpeAJTRwYOoS5faAqGdO3PcLLszUM6dQzl3DtassS/bqKns94KTv7+JOs4Z602fY9EfQUk8CoB6IRj1QjCme2P0th9i1h5YxCckhBDiRpQx+PEPDcT9QDQJWoj9mqMsz9Z0MekiIxeP5O/Tf2NRLXwx8AseaPtAzk+I3Yn239OoUf84LDZq9sNoFYTp1dG2QC8nw1ZME+W332xTzx84cHWxomDeey/666+Dj08pNvDaXSnDAORYikFcP/JbH6qs/j9JCFG8yk0w1P2faZxIjKRGpCe7e07N13NySsSjkqL4dMunfLHtCy6l2WbNaFGtBZO6T2JE8xE53ynLKG4P6skFKLF7UBKOQOIJFDM9v6eD6eQJ5yycia1EnUhnSKuJ/sE8Wm18F01R0U2D+/wehmNLHAIwJ82JZtWa0axas3wfq9SZJoSF2cKgpUtR9u3LfjNNg0qVbF8VK3I6Lo66zZuDu7ute/bZsyh79qBERzs8T9UNWkZCy8go2Pw4GmDWqIHRvh2K72mUBpFQF5SEw2gb78Bo/RZG0+ehLIdnQgghyryMwU9pFOHNq75iTg5HH+aOBXdwJOYIHi4eLLhzQc43xNLjUPcGoR75EgXDvtiodjNGq6mY1W+51tMoc5SNG21Tz/+TKQQbPBj9jTegdcF6k5dVV8owXPk5v0qjJ5zIRobZkCGb+lCZ1gshbmzlJhgC8D1qJalV9uuyS8kz/9G6mHSRjzd/zIztM0i4/AewVfVWvNr9VYY1G5Z3IJR6EfXkAtQTc1Bid+SrzaZWAdOjOXi2JCjiKIe06uzXqrC130xQFPYFB1OzgH9cr4s/yKYJO3deDYMOH852M6NjR8w778QYOhQaNnQIa2YEBhKUeYY304Rz52wB0d699u/WsD046aZ9M+XCBZQ/Llx9WmUnlCbpKM1NtFOTUGL3oneaCZprkZ62EEKIG0NeM/6UxIxAedVXzM7GkxsZsWQE0cnR+Hj6sGzUMlpWb5l1Q9NEOTUfbdfLKClXuzrbe9/WGlD+brDs3Ys2eTLqqlUOi40uXWxTz3fvXkoNK1vKck+4G0lesyEXdLZkIUT5Vm6CoY1dJzJ55WTe+l9gtut39QgiWA+md4+sf6giEyP5aPNHzNw+k8T0RMA2ZOzV7q8ypMmQ3AMhIx3l/B+2MOjsqmx7BZlaRXBviGn/agSVGmG6NwTX2va6NjPXPm/vDXTlYqowf1jL7B9k00TZuhXlyjCx48ez3czo2vVqGFTQbtiKAnXqYNapgzlggH3xj9u/Zebs/zHiQjWeT+2AsmmTrV7RlafFpsMWbF+A6v4zSptVGP0ewezQHbNNG6hdu/xd5AohhCgeec34UwIzAhVkavELiRf4ae9PvBbyGml6Gp3qdGLpiKXUdK+ZdeP4fWj/PYMaGWJfZGpuGM1fwWjyLGguRXgWZUB4OFpQEMpPP6GYV28ymc2aob/5Jubtt99Q1wdSg+b6Ib8rIUR+lZtgCMDf3//qg2y6R2YOSyISIvho80d89d9XJKUnAdC2Zlsm3zKZ2xvfnnsdnthdqCd+RD35M0pqZJbVRpWOmL5jMercDm51b6gLBgeGgfLvvyhLlqAuW4Zy6lSWTUxVxeze3RYG3XEH1K1b5M0Y0moEE3yfYYv3RXo+OJV21Vqj7NyJEhpq+9q4ESU+/uoTEkDZFIu26T3gPVs7q1XD9PfHbNPGVtza3x+aNwdLuXobCSGEuE7k1UM4r6nFY5JjWHZwGYv2L2L9ifUYpm0o2NCmQ/l+yPdUcKrg+ARrIuq+t1APfYJiWu2LjTq3o7f9sPxNPX/xIuq776LOmIGSlmZfbHp7o7/+Oua995bra4ArwWJ4Y2eHyVnK5M1HkS35XQkh8qtc/TXLGAzpC+ZjBAejZ/M/xPMJ5/nw3w/5+r+vSbYmA9Chdgde7f4qtza6NedAKDUS9eT8y0PFdmVZbbrWwvC5G8NnLHhm0+36RmGaKFu2oCxahLpkCcqZM1k30TTMXr1sYdCQIVAzmzuSRcjDxYNbG93KkgNLmLd3Hu36tsPs2BGzY0d47jlbMcxdu1BDQ1HW/WYLihJNh30oFy+irFsH69ZdPQ8vL8whQzCGD8cMCAAnp2I9DyGEEGVXSQ/lLkwP4Uupl/jt8G8s3LeQNcfWkG5c7encoXYHxrUex6MdHs3SW1o58yvajmdRkq/e4DErNkBv+xFmnVuv7UTKmsRE1M8+Q/3wQ4ebRmaVKhgvvYQxYQK4uZViA0tGXsGiEEKI8qNcBUOZZb5YOnvpLB/++yHf7PiGFGsKAJ3qdGJy98kMbDgw+0DISEM597stDDr3u8MdMgBTdcasMwTDdxxmzb6gFuwlzXgRWZAu32WOaaJs3341DDp5MusmTk6Yffpg3Hmnrdt11aol2sQxLcew5MASFu5byDsB76CpGYrtaRq0b4/Rvj088wwknkNbcAfqrp1wEggH82wFlOgkh30q0dEo33+P+v33tgvGMWMwgoKgcuUSPDMhhBBlgUNQU8yFXf1DA3GvFc3stc/nWVw6KT2J34/8zsJ9C/n96O/2ayCw1VIc1WIUI5qPoJFXo6xPTgxH2/ks6tkV9kWm6ozR9AWM5i+DVo4CkvR01O++Q33zTZTzGeomubpiPPEExosvQpUqpdhAIa6NDC0TQuSkXAdDAHEpcQSHB/P7kd/5ee/PpOqpANxU9yYmd59Mf7/+2QdCsTtRT8xFDZ+HknYxy2rDqzOm7ziMeiPBufAXCRkvIq+7OzNXCkhfCYOyqRlkOjlh9utn61Fz++3FGpjkdad2YMOBVHatzNmEs4SeDKW3by53WSvWRr9/I/z3JOrx7wBQSMJw6YOhPYKy74gtCFu9GiXRVpdKiYlBmzEDdeVK9O+/lyKUQghxA8tc2LWqs7t9hrCicGWWM43sZ4xKtaay5vgalluW89knn9lrKAI09mrMqBajGNl8JC2qt8j+AEY66uHPUMPeQNGv3hQxavZFb/cpVGpcJOdRJpgmyuLFaIGBKEeOXF2sqpgPPIA+eXKxDHMXoqTJ0DIhRE7KXTCkGzrbzm9jzbE1rD2+ls1nNqObVws7dvXuyuTuk+nboG/WQCjlAurJebbeQXF7suzbdK1jGyrmOxY8mhf3qWQrr15FV+4gLgsNLNDUtPlmmrB7N+rixbYwKMMFlH0TiwWzb1+MESNsYVAJ3V3Lq0u9i8WF4c2GM3vnbOaHzc89GAJQndE7zMT0bIO66wUUU0dNXYficQ7rY0vB/UVITkZZvdr2Wvz2G0pSEsrJk2h9+2JMnIgxeXK5rj8ghBDi6rTwPrXScvz7Wyx/kzOxGlY+Wf4JB50OsuzgMuJS40AD0sHH04eRLUYyqsUo/Gv451pHUbm4CW374yjxYfZlpmst9LYfYHqPLFd1E5X1621Tz2/f7rDcGDoUfepUaNaslFomhBBClJxy84n1x70/snDnQrb/sZ2YlBiHdY29GtPfrz9Dmw6lR/0ejhdDRhrK2ZW2MOj86myGirlg1r3j8lCxPqAUT5fw/MqrV9GVO4h6AaamzZe9e21h0OLFKIcOZVltahpm794YI0diDhlS4sPE8jvt75iWY5i9czZLDyzl0wGf4mrJYzp6RcFo/DimRzO0f+5CSY9Fid+HZV039K7zMWv0whw6FH3oUDh5Eu3++1E3bkQxDLS330ZZtw79hx/Az69oT1gIIUSZcWVa+NOZ/v4W97ANPS2R9MQIUhMiGLpwKKtPrEfPMEysjnsd6sbW5eOHPqZTnU65T6oBkBqFtudV1OPf2heZKBiNHsNoFQROnsV1KiVvxw7b1PNr1jgsNnr0wHjrLcybbiqlhgkhhBAlr9wEQ8+vfZ5Labbpxz1dPAnwDaC/X3/6NOiDb2Vfx41NE2J32IaKnZyPkhaVZX9G1S6YPmMvDxWrXCxtzq53T34uIktkfHB0tK0A819/of75J8r+/Vk2MVUVs2dPWxh0xx1QvXrxtysn+Zz295b6t1C3Ul3OXDrD70d+Z1izYfnavVmzD9Y+f2P5+06USwdR0qLRQgdhtPsUo+Ejto3q10dfswbzvfdQp05F0XXUzZtROnVC/+wzzHvuudazFEJc50q6OLEoXdf6u8747yUyMZLvVn9Heo10tp/bzsUTwRgZhoetuvxdtbjh4tWIFf0/4eZ6NxM0JYjOdTvnfiDTRAmfi7ZrosPwebNyO/QOX2J6dbim8yhTjh5FCwxEXbjQYbHZujX6W29hDhhQrnpElbRi77kuhBCiWJSbYKhjrY40rdCU0R1Hc5P3TViyKwKdch41/PJQsQzdo68w3epi+NxjGypWqWmxtzm73j35uYjMbZtC1zC4eBHlr79sQVBoKOzZg2KaWTYzFQXzllswR47EGDq02GcTy0l+ewhlpioqo1uM5qPNHzE/bH6+gyEAKjXG2mcj2r/jUM//jmLqaP89genshVlvxOWGaRivvIIZEIB2330ox46hXLqE5YEHMFavRp8+HTzL0R1XIUS++YcG4n4gmgQtxP6BSYIikZNmfzxB6r6dxB+Ko0p6MifjL0/qcCDjVgoWNy8sFaszrf3/CDr9Ny7utTCw3QjJl/j9aP89iRoZal9kWiphtJqK0eh/pd5TushERKC+/TbqN9+gWK/2Djd9fNCnTMG86y5Q1Vx2IPKj2HquCyGEKFblJhhaOWYlhw4domndpo6zTempKOdWoJ6Ye3momGOPElN1xfQeiuEzFrNmQIleABXHLGT5vjtz4QJKaKg9CFLCsgZlV5iKgtmtG+aIERh33gm1axdRa69BPnsIZWdMqzF8tPkjVh1ZRVxKHJ6uBQhqnDzRuy/F3D0J7dDHAGhbx2P1bOlQd8q86SasW7agPfMM6o8/AqDOn4/y77/oP/yA2bVrgdsthLi+ZfeBqTDTjYuikVcoV+yhXQ6zlsWmxPLGX29w7L9vABNS4BKgoFDFqMKA1gPoULsDb575B5eKNVA1Z3TTYELHCbwdexRFUcE08j5+WgzqwQ9QD36CYl6dst7wHoHe9gNwq1O051ta4uNRP/oI9dNP7ZNFAJjVqmG88grGI4+Ai0spNlAIIYQofeUmGHJgmigx21GuDBVLj8myiVG1G4bvWFtPj1IaM7+rRxDBejC9e5TAh4Jz5xyDoAMHctzUVFXw98fo0cPWO6h7d/AquvCqSFzDNMD+NfxpXq05+y/u54fdP/BU56cKtgNFw2gzDSX1Amr4Tyh6IpZNI7H22QROHle38/BA//ZbjAED0B5/HCU+HuXECbTevTFefRXjlVekMLUQwoH0ICo5uYVy2ugxqLqONvOrHHulXuvvKvOsZYZp8MOuH5gcMpnIpEgAnD3r4+xRj196TKHjxM/Ylq4SsCcVfcFTvLc2HFUpRA+X1Iuohz5FPfIlivWSfbFZ0Q+9/WeYtfoX+pzKlNRU1K+/Rn3nHZSLGYbHVayI8fTTGM89Bx4euexA5Ese12PFcRNUFB2Zvl4IcUW5+lRqSY9EO7QSy8kfUeKzqYnj5o3hey+Gz71QqUkptDCrYvsAcPo0Smgo6l9/2QKhw4dz3NRUVcz27TGvBEE331ys08oXhcwX1AWhKApPdnqSCb9P4IN/PmB8u/G4ObkVdCfo7b9Aid2NErcH5dIhtK0Po3ddkKU2gTl6NNabbrIVpt60yVaY+o03bIWpv/8efH0LfA5CiPJJehCVEfnolXqtvyvDNIhUIvnmv2/YdHoTG09tJDwuHICmVZtyvlozKlT2RTcNevr0RIuZ5tCmK0PHr/ycp5QI1EMfox75CkXP0HNGccJo9iJG85dBK+DfwrLIMFDmzUMLCkI5ccK+2LRYMMaPx5g0qdSGwZdH+oL5GMHB6Dm8F/KaNEWULvl7I4S4otwEQ07/3kOLc8tRcOw+bWpumHWH2XoH1ehVfsbKX3HlTk1qKsrcubYg6K+/UI4ezfEppqZhduxoC4F69MDs1u2Gu2s2rs04pv09jZPxJ5m1YxZPdn6y4DuxVMDabSGWtV1Q0uNQzyzDPPQRRtPns27r64u+di3mtGmob71lK0y9aRNKx47on3+OOWbMtZ+UEEKIopFHLwhl0WLqhoejLFqMOXJEgXe/9vhaJqyawAnnE/DH1eUVtAoE9Q5iQocJNAiemOs+shs6nl3vjEqWBNSdL6Ie+xpFT7YvNxUnjAb3YzR7ESr6FvgcyhzTRFm9Gu3VV1H27HFYZYwahT5lCjRqVDptu47lp0eJhAtCCHH9KzdV9rTItQ6hkFHtZqwdv8J6+yn0m74vE1PNFxnz/+zdd3xTVRvA8d+9N0n3orRASwtlTxkCgjLLkOkWUFy4cW8UB/C6FQcO3DhRFEVkCQiUjSwBGTLKbNl07zT3nvePtKHpgKZNJ+f7+QSSO06etE2aPD3neQQcOoTy7bfg60PnlStQFy/CdNddqN98UyQpJMxmjMsvRx8/HtuCBdjOnEFfvRrjtdcQgwdfdEkhAItm4dkr7G+6317/Nlm5WRc4owS+TdG7feO4qf77PEriluKPNZkwXngBfflyRN4sISU1FdNtt6GNHQupqWWLQZKkWkEbNZroXbvRRslEcVXTf57J8rZtSlxGJm68gWONGjmSQsEWX3Rh0HBf9nln76TlpPHgnw8y9KehHE45jKfqSb9G/ZhwxQTmj57P/Zn382i3RzFrZoItvhccr7DtvScz4GQde9Io6zjq1sd4ptWnaPunOpJCQvVAbzoO29A9GJd+XCuSQsrGjWgDB2K66iqnpJAxcCC5Gzag//CDTAqVkTuSPnK5kiRJUvVXaxJDAFZzA2ytniN3yG70fjGIqLHONV9qKiEgNhZl+nS0O+7A1KwZ5pYtMd1zD+r331MnJcX5cIsFo1cv9AkTsC1aZE8ErViB8fLLiIEDwdfFjmXVVHnfaNx2yW1E+kdyMuMkX2z9oszjiLBh6K0nAKBgoO588fzH9+iBbdMmjJtucmxTZ8zA1K0byoYNZY5DkqTqJSYmxrUTUlKIzsyCQq/pUvVwvu/n9t6TiR/wzrmkTHHnH46h85edHb9vHrj0AU48cYLFYxYzqc8kBjUZhAceTmM6jRcQwHJvrwt2tvTRMlG3P4NpYSu02Glo2AtLC80Lvfkj2Ibuxeg8FbwjXHn41cuxY/blYuPGYWrTBlPPnvaOqnmMzp2xLVqEvmABdOpUhYFefIpLaMoZRZIk1XRfffUVV1xxBZGRkURGRjJo0CD++usvAJKSknjmmWfo2rUrDRo0oF27dowfP56UQu/n4uLiGDlyJGFhYTRv3pwXX3wRW4EumVWt1iwls3b/jT2JdWnZqjVaGQoSVztnz6L8+SfqkiX2pWHHj5d4qG6xoFx++bmlYd26gVctqBNwAeV9o5E/a6hctYbyGG0moB79CSXjEOqppRhnViFCepd8QkAA+rff2gtTP/wwSloaysGDaH37Yrz4Isb48VAbfo4l6SJ2oRo0HVZNxLd+InNWTSx9R0mpSnRYNRHfPYmkaytc/l6lW9OZsHwCn/7zKQCNAxrz+bDP6du4r9NxxS1PK/gHkAvVcsGajLrvPZ5q8QnaPqtjs9B8MJrdh9HicfCsobV1jh2z101ctQpl5UqU2NhiDxPNmqFPnoy4/nrZer6KyJpCkiTVRmFhYUycOJGmTZsihOCnn35izJgxrFy5EiEEJ0+e5H//+x+tWrUiLi6OJ554gpMnT/Ltt98CoOs6o0aNol69eixevJiTJ08ybtw4zGYzL730UhU/OrtakxjKrdMDkg6g6663L68WhEDZtw91/ny0hQtR/v4bxSi+3azw9sbo3h2jVy+MXr0QXboUbbVaU78OZaQJAAECl34GxrQd46g19NmWz3i4axlqDdkjQLSagGXLPQCoO17C2ntpkULURYwahd6tG+axY1E3bEDRdbRJk1D++gvr9OkQGVnGeEon/2tVY583klRFSvPcEUIU2S8KnC+EcDqurK9jUtkU9/0paX+CNZ2kFp4Y1nTHtuLO7927t9O21UdXc+/CezmcchiAezvdy6t9X8XX4lv0vq+7lvgd/2K77lrH7/DC4xW+DYAtA+3ANEz73kPJTXL8TUGonuhN78PW4knwCLFvrAY/V6X6vZOZibp6Nepff6EuXYq6d2+JhwqzGdGlC/pNN6HfcQeYzfaZ1tXgsV6sLvTckspGvmeTagJbdjaJ+/cT2r59VYcClPy8yX8PlpqailLg85qHhwcehT9XA0OGDHG6/eKLLzJ9+nQ2b97MrbfeynfffefYFxUVxQsvvMB9992HzWbDZDKxfPly9u7dy5w5cwgNDaV9+/ZMmDCBSZMm8eyzz2KxWNz2mMuq1iSGDh48CEBsCX9FqpZsNny2bsV/1SoCVqzAIy6u2MN0b28yOnYk49JLSe/Shaw2bRBm87kDCnTduFi11nUQBhiCved5A1mc25vczsvbXuattW/R26c3nppn2YIQnWlpicLTegg1YR3Ht3xNmt8VpTv344+p9/nn1PvySxTDQF27FvOllxL/4oskX3ll2eJxQY163khSNXK+547VanV6PfIVZgL3ppHcwo+9e/cyM2Q03x35jtv6jGbv3r3leh2TXNNiwgv0VRXE9Tey77VXij2m4PfPZrOhKSq6MBzbCn9/ARo0aMDevXvJsmXxwe4P+OngT/btXg2Y2Gki3UO7c+zQsRLjKm7MkihGDsFJvxJ65ivMeqJju81QSQ6+nlMh92Azh8LhRCCx5IGqiNNzRwg8DxzAb906/Natw+eff1Ct1mLPM0wmMtu3J6NLF9K7dCHjkksQ+bOk894LSlXLlZ9jyXXyPZtUndiyskjasYOzmzdzdssWkv79F9VsZujKlagFP69WscLPG0VRaNSoEe3atSM9Pd2xffz48Tz77PmbP+i6zpw5c8jMzKRr167FHpOamoqfnx8mkz3dsmnTJtq0aUNoaKjjmP79+/Pkk0+yZ88eLrnkkrI+NLepNYmhJk2acODAAZo1a1a9l5IlJ6MuWYK2cCHq4sUoycnFHma0aoUxbBj60KGIbt2wmExYgKBKDbbmMGkaaCroBi1btnTp3KeaPcW3B7/laOpR1mWtY9yl48och+r7Mmy8BYDGqV9hvXTshWcN5Zs6FevIkVjuvBPl6FG09HQajR9P+MGD2N57r/TjuEDXdWJjY6v/80aSqpnSPHcsFovT69Gulq+yQl3htDyo4DHleR2TXGPJymJgoa/1ihUlf29CzwTgtzuJtDZBjm0DBw4s9vu0Nn4t9y28jwNJ9kYQd3a4k9f7vY6/x4VrHhb+mSmWkYt25HtMe15DyTqXZBKo6JFjWJsSzWX9RlNdqwk6njt16mBesQJ16VK0pUtLXDIvVBXRtStGv34YvXtjXHYZJm9vAoDzV1uSqkpJzw2pfOR7Nqk6sGZkcHzDBo6uWkXc6tUc37QJIzfX6RgjN5eAzEzCunWroijPKel5I4TAarWyc+fOIjOGSrJr1y6uvPJKsrOz8fHx4fvvv6dVq1ZFjktISODtt9/m9ttvd2w7ffq0U1IIICTEPpv31KlTZX587lRrEkP532hN06rfi+XBg6gLFqDMn2+vF1RMkSmhafYaQcOGYQwb5uieIVfIl5KS94+Cy99/L82Lxy97nMf/epzp26fzYNcHnV4gXBJ5A2Lf2yjJ21GT/8F0ch6i4bWlP793b2ybN6M99BDqL78AYPrsM5SQEIwKXH9aLZ83klQDlPTc6bBqIr4Nkpge8wzBFl9HXZr+/fs7HdevX79z55fjdUxyUTFf61WrVjl9fwp+b/7t8z8mLneum1L4e5mVm8VLK1/ig40fIBA09GvIp8M+ZVCTQaUPS1FK/t4LHeXoz2i7XkbJcO4+ajS8Ab3tS+DfistLfW9V4MQJtOnTaTZ7Nt67dpW8ZD4yEjFwIMbAgYjoaAgMBOzfNvnMqP4KPzck95Lv2aTKZE1PJ37dOo6uWsWRVas4sXkzRikKJsevXUtEjx6VEGHpFH7e5C8l8/f3L/XnvubNm7Nq1SpSU1P5448/eOCBB5g/f75Tcig1NZVRo0bRsmXLC848qm5qTWKoWtF1lE2bUObNsyeEdu8u9jAREIC48kqM4cMRV14JQXI+UFW5ud3NPLv8WXae2cmWE1voEtalbAMpKnq7yZjWXAOAtmsStvCrQHHhF3hgIPr332P07492//0oQqC98gqicWPEbbeVLS5JkipVgjWd5BaeaHnXS+JUnDoggOW6TrR8w1/piisEXrhw+Pk6Yf4d/zd3zb+L/Yn7Abijwx283f9tAjxdm9NS4n2k7kHbOBY1aYvTZqPBUPR2kyCwo0v3U9mUjRtRP/oI5ddfUWw2Ci8uEF5e9uYZAwdiDBoELVtWyCxZSZIk6fxyUlOdE0FbtiBcrGulqCppx0peNl1TWSwWmjRpAkDHjh3ZunUrn376Ke+//z4AaWlp3HDDDfj6+vLDDz9gLrCULjQ0lC1bnH+HnzlzBoB69apHYwiZGHKX9HSUpUtR589H+fNPlLxvdGGiSRN7Imj4cMQVV9iLJEpVLsgriOtaXcdPu35i+rbpZU8MAaL+EIw6l6EmbkBJ/Q/l6ExEozGuDaIoiLFjMVJS0J55BgDt/vvRIyIQsu2rJNVK+s8zWT5xIn0my24+lS0/kaeXNomXJ9uWzaRVk3h/w/sYwiDMN4xPhn7CkGZDig5QCkXuQwjUA5+gbn8Wxch2bDZCozHaTUIEdy/T/VQKqxXlt99QP/4YdePGIruNtm0RgwYhBg5E9OwJnmWs7ydJkiSVWXZKCvFr13Jk1SqOrlrFya1by5QIqt+5M5G9e9Ood28aXnEFngG1f7GvYRhY8+rhpaamcsMNN2CxWPjxxx/xLPQ7rWvXrrzzzjucOXPGsYQsJiYGPz+/arP0ViaGyiM+3j4jaMEClJgYlJycIocIRUF0744YPty+RKx1a/lXsGrqzo538tOun5i5eyZvDXgLX0sZKzQoCkb7/6GutBeN1na9gi1iJKiuJwGNRx+FQ4fQPvkExWZDGzkS28qV0KZN2WKTJKlaO9+sFKl62XR8E3fNu4s9CXsAuKX9Lbwz4B2CvNw0+zfrONqme1FPLXFsEn4t0Tt/gAitxn8gOHUK9YsvUD//HOXkSaddIjgY/a672Ne3L00KLqOUJEmSKkV2cjJxa9Y4EkGntm1DlLCstySKptHg0kuJ7NWLRn360PDyy/Hwv3AdvZps8uTJDBgwgIiICNLS0vj1119Zs2YNv/32G6mpqVx//fVkZmby2WefkZaWRlpaGgB169ZF0zSio6Np2bIl999/P5MmTeL06dO8+uqr3H333eeta1SZZGLIFULA1q2o8+fbZwZt21b8YT4+9unQw4cjBg+GQoWmpMoRExNT7F94S9I7sjfNgpoRmxTLb//9xu0dbr/wSSUQof0wQvuhno5ByTiAcvg7RJO7XB9IUTDeeQflyBHUhQtRUlIwXX01ttWroX79MscnSVL15MprluQaV38nlCTHlsPLa15myvopGMKgvk99Ph7yMSNajHBDlHZK/G9oWx5EsZ7rJqY3exCj/atg8nbb/bjVP/+gffQRyi+/oBTqKCYuuQT94YcRI0eiWyzkyo5VkiRJlSIrMZGjq1fbL6tWcWr7dvtnWheoJhMNunShUe/eRPbuTXiPHnj4+VVQxNXT2bNnGTduHKdOncLf35+2bdvy22+/0a9fP9asWcPmzZsB6Ny5s9N527dvJzIyEk3TmDlzJk8++SRXXnkl3t7e3HTTTUyYMKEqHk6xZGLoQrKy7LOBFiywzw4qqWtGw4YYw4bZl4j16SOnRFcDK1ascOlDgKIojO04ludjnuerbV+VKzEEYLT7H+ryXgBou1/F1mgMaGX4uTCZ0H/4ASU6GmXbNpQjR9CuvRZ96VLw8SlXjJIkSTVBeZM6HVZNxHdPIunaCkcNobL458Q/3DnvTnaftdcOHN12NO8NfI9g7+Ayj+kkNwVt6+OoR35wbBKeDdC7foGoX/oi1pUmNxfl99/ty8XWr3faJVQVcfXVGA8/bF86nz9b2sUlCpIkSVLpZZ49ey4RtHIlp3fudD0RZDYT1rWrY2lYeI8eWC7yzxwffvhhift69uxJUlLSBceIjIxk1qxZ7gzLrWRiqDinTqH8+SfqvHkoy5ahZGYWe5jRubN9idjw4dChg1wiVgvc2v5WXlrxEn8f+5tdZ3bRNqRtmccSwZdhNBiKemIhSlY86sEvMJo/XLbBfH2xzZmDqVcvlLg41C1b4Lbb0H/5BeRUfEmqdoItvvjuSuRIcwvBZV2WKjkUTvS7migqTQ2h87HqVl5d8ypvrXsLXeiEeofy0ZCPuKblNWUarzjKmdVoG+9EyTzi2GY0vA6988fg4abEk7ucOYP61Veon32GUqjAqKhTB+POOzHuvx8iI6soQEmSpNrLlp1NalwcKXFxpMbFkXr0KClHj3Ji82bO7Nrl8niaxULYZZc5loaFX3YZZu9qOjtVqjAyMQT2LOquXfblYQsWoGzciFJMZlV4eCD697e3lB86FMLDqyBYqSLV963PsObDmLtvLt9s/4a3B7xdrvH0dpNQTywEQP3vTYyoO8FUxox7WJg9OdSvH0pqKuq8eYhnnsF4551yxShJkvtt7z2ZGN09S5cudsV1DDvfjFBt1GhISbHfCAhA/3lmue5/68mt3D3/bnac3gHAja1vZOqVU6nrXbdc4zqk7Ufb+RJq/G+OTcLkj975fUTkmOr1R6dt29A+/hhl5swidRVF27b25WKjR4P8QCFJklQmQggyTp92JHwcCaAC1zNPny7XfWgeHoR37+5IBIV164bZy8tNj0CqqS7exJDVirJ6tX2J2Pz5KIcPF3uYCA1FDB1qrxfUv79cunMRuLPjnczdN5cfdvzAK31fwcNUjoJggR0xGl6PGv8bSs5p1P0fYbQeX/bx2rdHnzkT7aqr7MWoP/wQoqIwHnqo7GNKklQhZFLIPVye7ZOSAqp27noZ5eq5vLHuDV5f+zo2w0Zdr7p8MPgDbmh9Q5nHdJJ9EnX3q6gHv0QR55ZXGXV7oXebDj6N3HM/5WWzocydi/rRR6hr1jjtEoqCGDEC46GH7Mvoq1MSS5IkqRrKzcoqMeGTmnfRi2loVB4mT0/Ce/Rw1AgK69oVkyx7IhVycSWGEhPtS8QWLEBZsgQlNbXYw0S7dvZ6QSNGILp0AVWt5EClqjSoySDC/cI5lnaMP/b9wcg2I8s1nt52Ikr87ygYqHvfwWh6H1gCyzyeGDAA/eOPMd13HwDqk08iIiMRV11VrjglSZKqo/xleelt6xS7v8OqiSTkJY2CLb7sdMN97jy9kzvn3cm2U9sAuLbltXw4+ENCfdzQTCI3FXXvu6j73kfRzy1VFx6hGG1ewGh6DyjVYIlwQgLq9Omon36KEhfntEsEBtqXi913H0RFVVGAkiRJ1YswDMdsn5S8hE/h65lnzlR4HGZvb6dEUIMuXTBVk85XUvVV+xND+/bZE0Hz56OsW4dSTNFDYTYjevc+11K+cePKj1OqNkyqidsvuZ3X1r7Gm+ve5PpW16Op5XiT7t8K0WgMypHvUXKTUfe9j9FuUrliFGPHoh86hPbGGyhCoN16K/qyZfZEpiRJUi2yvfdkJi6byORxxReNTrCmoymq43p5rY9fz/CZw0mzplHHqw5TB01lZJuRKOWdDaPnoB78AnX3ayjWs47NwuSL0fIJjBaPgaka1KPascO+XOzHH1Gys512iVatMB56CGPMGDmDWpKki441I8OR4Cmc8HHM9inUlbEieQQE4B8RQUBkJP4REQQ2bkzDyy+nwaWXolkslRaHVDvUvsSQzWZPAC1YYC8evX9/sYeJoCDEkCH2mUGDBkFAQCUHKlVnj3R7hGlbprHj9A6++/c7xnYcW67x9LYvoBydiSJyUfd/gNH8QfAIKdeYxuTJKIcOof78M0pWFtq119rb2MvEpiRdlNxdW6cqFS4u3bdv30q539y0EwybOYx0azq9I3vzwzU/UN+3fvkGFQZK3M9oOyehZBw6t1kxYzS9F6P1c+DphplI5aHrKPPn27uLrVjhtEsoin1J/UMPIaKj5XIxSZJqJWEYpJ88WTThc/SoY5lXVkJCpcWjaBr+DRviHxFhT/5EROCflwDKv3jKz6+SG9WaxJA6dy4R33+Px/r1KImJxR4jmje31woaPhzRoweYas3Dl9ysjlcdnu/5PE8vfZqJKydyY5sb8S1PZyGfKIwmd6Id+AzFlo66ZwpGhzfLF6SioH/5JRw7hrpmDcqpU5iuvhrbypUQGFi+sSVJqnncVFunOihcXLrgdW3UaKJ1HW3UaLcmv6xpx0ne+wfCyKVvo77MGTkHb3P5iigrp5ai/TsBJXmb03YjYhR6u0ng27Rc45dbUhLq11/bl4sVqrUo/P0x7rgDY9w4aFrFcUqSJJWTNT29xOVdqXFxpMbHY+TmVlo8nkFBxSZ88mf/+DZogCo7D0uVqNZkRiz33INHWprTNqGqiCuusHcRGzYMWrasouikmmjcpeP4bMtnxCbFMmX9FCb1mVSu8YzWz6Ie+hbFyEaN/QSjxaPgFVa+ID080GfNQundG2X/fpT//kMbNQp93jyQU0glSaqNUlKIVjUwii4NL7WAAJbrOtF5b7qtacdJ2TsXYeTSr1E/fh/5e/mSQkn/oP07AfX0cqfNRmh/9Eteg6BOZR/bHXbvRp02DfWHH1AyM512iebN7cvFbrkF/PyqKEBJkqTSM3Sd9BMnzjvbJzspqdLiUU0mp5k9BRM++RcP+foqVTO1JjGUT/j5IQYNss8MGjwYgoOrOiSphrJoFl7t9yqjZo/ivQ3vcXenu2no37DsA3qFYzS7H23f+/bk0H+vY3T+sPyBBgdjmzsXU69eKGfPosbEwLhx9tlEcsq/JEnlVHhZV3WTX5z6SHMLwaWc2an/PJPlEyfSZ/Jk1sWtcySFzP4Ny5cUSj9gbz0fN8tpswjsiH7Ja4h6A8o2rjvour0Bx8cfoy5bVmS3MXiwfbnYgAGy6YYkSdVKTmpqiQmf1Lg40o4dw7DZKi0er+Dg88728alXT872kWqcWpMYst11F0dbtiT85pvRvLyqOhypirlrqcE1La+hZ0RP1sSt4aWVLzF9xPRyxWW0etremtiWjnpwOkbLJ8DHDR1dmjZFnz0bbeBAlJwc1O+/RzRpgvH88+UfW5KkGu18iR1HXaLz1CQqvKyrorn6+l2kOPXH9se03NfXMSOouM5mffv2ZW3cWkb8PAJh5GLxjyCg+bCyJYWyTqDueRP1wOco4tyHE+HTBL3dZETEjaBUUbIlJQX1229Rp01DOXjQaZfw9cW4/Xb7crEWLaomPkmSLmqGzUb6iRNFW7fnXz96lJxKXB6tms3OdX0iIgho1Mhpto9FFt+XaqHakxh67TXS9+2Ty2ckO3csNcD+gejtAW/T4+se/LDjBx7q8hCdG3Qu+4AeIRjNH0b773UUkYu2+1X0rl+WK8Z8ont39G++wXTTTQBokycjGjdGjBnjlvElSapZ8pM+qq8v2qefFZ9kya9LVJ1qEl3o9bvQMrDC8h9n/owgKL6zmaWZheEzh5ORm4HZP4I6LUZguNqBMvlftH1THc0F8gmPEIw2z2M0uRvUKnpfsnevfbnYd9+hZGQ47RJNm2I88ADG7beDv3/VxCdJ0kUhOyWl+IRPgdk+opiu0RXFq25dR8LHPzKyyHWfevVQ5KxJ6SJUaxJDklQRVqxYweR+k7m53c38uPNHJq6cyLzR88o1ptHicdTYT1Byk1EO/wAtnwL/Vm6JV1x/Pfobb6A9+ywA2r33ojdsiOjTxy3jS5JUc6SnJRDvY8MwJ/ONJZO4Na+RmJXIta2u5YqIK0o1RkUVei6PgsvAympt3FpHUqh/4/78G9wcRTODMC58shAop5ag7puKemqp8y7NB6PlYxgtngBzFdSPMAyUJUvsy8UWLy66e+BAjAcftC+1lx98JOmiZeg6utXquBhWK3pu7rnb+dfz/jcKHKtbrRg2m9PtgudkJiQ4lnulxsWRk5paaY9Ls1gcS7uKTf5ERGD2Ll9TAUmqrWRiSJJK4aVeL/HTzp9YfHAxB5MO0iSoSdkHswRitHwCbedLKBho/72Bftk3bovVePxxOHgQ7fPPUXJz0W680d6prHVrt92HJEmwfft2WrqpqYEQgjl753Ag6QChPqH2i3coIT4hhHiH4GnydDo2NSeV+LR4jqUd41jqMfv15v8R75nDMUs28R45pJgK1VtYNQmAjzd/zNsD3ubBLg9eODA3zb50t/K0r19zdA0jfh7hSArNvnE23de/UWSpWRF6DsrRn+x14lJ3O+0S5iCMpvdgNH8IPMvZ3r4sUlNRv/8e9eOPUWJjnWPz9sa49VaMBx6QvwckqYbRc3PJTkoiOymJjIQETu3cib51KzmpqfbtycmO/dkpKdgyM88la3JzzyV4Cl0QoqofWpl4h4aWONvHPyICn5AQOdtHkspIJoYkqRSaBDXBO7AxGcmHuGLeHZy4bVW5xjOaP4S69z2U3CSU43NBzwHNwz3BKgrG+++jHD2KumgRSnKyvY396tVQr5577kOSJLZv387IkSMdt8tTpHnyqsm8tva1Evf7e/gT6h2KqqgcTz9OujW96EENim4KsJlomONBeI4H4f2u5mzWWebtm8cTfz3BjtM7mKYYWKh5BTILf51Lkyjq27dvsUkhL7NXsUvNHFL/Qz06E/XgdJScU067hE8TjBaPYDS+DUylK3ztVvv3o37yCeq336IU7swaFYUxbhzGHXdAYGDlxyZJEgC61UpWfvKmYCIn/3qBbVmFtuUWWgZam5k8PUtM+ARERODXsCFmWUdWkiqMTAxJtcMFak64gymkNSQfIvHkdqy6FYtWjroRJl9E2DCUIz+g2NJRTscgGgx2Y7Am9BkzUKKjUbZvRzl8GO2669D/+gvkFFpJqhBlLdL84cYPHUmhES1GkGPL4XTGafsl8zQ2w0ZqTiqpOc7T8et41SHcL5yGfg0J9wsn3D+czcs28+BtDxLuF06j2x/BT+QlnA0dfcpnCCGYunEqzy5/lq+3f83+SwKYtacjoTk1++1Aab7upqYmR1JoQNQAfrvhN7zMJXzIyDyKevQX1KMzUVL+LbLbCL4co+VjiLARoFRBYm3bNrRXX0WZOxel0F/+jeho+3KxoUNBdsWRJLcwdN2erElMJCvvkp2YWCSRU1zCJzczs6rDrxZ86tcvNuGTf927bl0U2U1XkqpMzX4nKEl53FFz4kIsgVGoZh+M3Azm7J3DyDYjL3zSeRjhV6Ee+QEA5fhc9yaGAPz8sM2Zg6lnT5Rjx1A3bYLbb0efOVN+WJCkcuq0ZjLeEWl0WjOZf/v8r8zjzNg5gyeXPgnA5D6Tee6K55z2L1++nE49OnE68zRnMs6Qa+Tak0B+4fhYinZFmfjXRAZE2Vuia7oJCs2oVxSFDpkdmDNyDrfMuYU1ASlc1mEDv++6hPbFBVgJSffKuM/VR1dz1c9XnTcp5KNl2Ou/Hf0ZNWFdkTEEKqLhtRgtHkcEd3NbbC7ZuhXt1VdR5851js3LC2PMGPtysXbtqiY2SaoBhBDkZmSQlZBgT/Dk/59/PSnJaZ8jEZSUVGOXX5WFZrE4LqrZ7Hy94O3848xmx3EWX99zrdvzZv/4NWyIycNNM+MlSaoQMjEk1RrlqTlRGoqi4h3alvRjG/niny/KnRgS9QYhNC8UPQv12DyMzh+6/y/P4eHY/vgDU79+KGlpqH/8gXjuOYy33nLv/UjSRSYxN4OEZhaU3LJP81+wfwF3z7sbgEe6PsKzlz9b5JiVK1cSHR1NkFcQLYNdrGcUEFCkbXuHVRPx3ZNIulaHNbev4fr3L2O/dxa9Om5m+p7ZXNfqOqchKiPpDs7L8Nx9nzN3zWTcwnFk5GYwMGogv97w67mkUG4qyrE5qEd/4bnWS1G3Fi0+bdTphogchdHwBvAqZr1eZdi6Fe2VV1DnOTc/EA0aYDz8MMadd0Kd89RHkqRaSLdayUpIIDMvkZNdMMFT3PW8Y3SrtapDLxOTlxcmX198Q0LwDArCKzAQz6Ag+yXvusXXt0gyp0iCJ+//ko5RTSY5c0eSLkIyMSTVGk5LCYr5i3N56n/k8w5pR/qxTaw8upI9Z/fQqm45uomZvBH1BqAcn4eScwolYSOibo9yxVesSy5B/+kntKuvRtF1tPffh7zaE5IkuUeHVRPxrZ/InFUT2d77wgmNnad3ctPvN6ELnTHtxvDWgLeKvBEvb0ew4tq2J1jTSW7hiW5Np1XdVqzf1pXRrXexNCiB0bNH80LPF3ih1wuoyrmpRhWddIeiy/DccZ855HDnvDv5YYd9ZuagJoOYdf0svEwWezLoyE8oJxaiGDlFzhX+rTEiR2NEjATfpuWOpcz++ceeEJo/32mzCAvDePppjLvuAk/PEk6WpJohf5lWVkKCvc5OQkKRhE5xs3lqYv0ds7e3UyLHs5jkTnEJH8+gIBSTib1799KyZUs0OfNbkiQ3k4khqVYq7i/OZa3/UZDm4YclsDHW5EN8te0r3h7wdrnGM8KvRj1u/wuwcvyPikkMAWLQIPSPPsKUlwxSH38cERkJg928fE2SpAsSQvDEX0+QbctmYNRAPh/2uVMixqESOoIF2cws2NWJ8Y338n7DOF5Z8woxu2OYd+c8fE0WlLhf6F/3P9ixDFBAUez/o4CiFrNNAdRithU4vphtl9XZgnrgM8f+6CZecGIReIQgPILtnb600idANh3fxHTLdJJ3JKMqKhOumMCEy5/CHPcz2p63UNJji5wjvBthRI7EiBgFAe3zYqwaypYtqC+/jLpwodN2ER6O8cwzGGPHyoSQVK0IIbCmpzt1yMqvs5OTnGwvvlyg9k5WwVk+NWyZlsnLC686dRwJm2ITOcUlfIKC0Cxlr0+p69WrO6QkSbWLTAxJtVZF/ZXbK7Qd1uRDfPfvd/yvz/9KLl5aCqLBUAQqCgbqsbkY7V+vsA8j4q670A8eRHv7bRTDQBszxl6M2qdonRJJklxz3q5Whfyx7w9WHFmBh+bBx0M+xqyZKzS2C70WmlB552AL2tz3IvcuvJ9NSWuZ+G0k79T3w5R9okJjy3d1GPDPkhL3C0VDBF2KCOllv9S9AswBRY7TDZ0pf09h8qrJ2BQbkf6RfD/iC67I3Yu6+BKUzKPO43qEYkTcgIgcjahzWZUmgwCUzZtRX3ml+ITQ+PH2DmMyISRVEEPXySmQ0HH8f77rBW6LGpa4UDQNrzp17Jfg4KLXg4PtCZ3gYLzr1MEzb5vsjCVJUm0kE0NSrVXe2UElsQRE0iigEUdSjvDbnt+4pf0tZR/Moy4ipCfKmVX2v2Cn/Qf+bdwXbCHGyy+jHD6MOmsWSmYmluuvx/z119DSxdolkiSVSbYtm/HLxgPwRPcnaBzYuMLvs7SvhXe0G8X+2I95xLqdhqZ0yE6v4MhKTxE6SuJGSNwIe99BoEJgB4yQ3nnJop7EZ2dy57w7WXFkBQBjWl3Dpy074fPv7SjZJ53GM0L7YbR8AhHaH9SqfyukbNpkTwj9+afTdtGw4bmEkCzcKpWCLSenaBLnAjN48pNBOampF76DasojIMApoeOVl9DxykvoeOdvL5Ds8fD3l7V0JEmS8lT9uyFJqmEUReWujnfx0sqX+GLrF+VLDAEi/Go4swoA9dgfGBWYGEJV0b/6Co4dQ123DuXkSaIefhjWrJGFSyXJBXXMPpy2pRBq9nPpvKkbp3Io+RDhfuE80+OZCoquZMEWX3x3JZLetsDzXdOh9VFMC1vylnHS6Z3BggwFpdk4BrW4BhAgDL779ltuu+1W++28bfb/RYFtAjBK3LZ79y7atGkNQvDozhloioIQBu+1HQ3CQLFlgPUs5JxFyTmDkrIbJW2PIy4FA5K3oiVvhf1TATDbVMbnGlwfaqJn1CA6pK9G2T3H6fEbDYZitH4WEdzd7V/bslA2brQnhBYtctouIiLsCaHbb5cJIQk9N5e0Y8dIjY8n9ehR+/9xcaTFx9sTPAUSQbasrKoOt1xMXl7Os3dKmM3jWfB2UBCqSX6kkSRJKg/5KipJZXBHhzv43+r/sT5+PTtO76B9aLGNnkvFCBuBts3erlo5NhdaP3eBM8rJ0xP9119RevdGiY3FKzYW/eabMebNA3PFLmmRpNpia8+JjiKgpXU87ThvrH0DgFf6vVJsu/mK5rTkTc+GdkdQLjmK4mWF7HPHLTQ1JsZowpTjy+H4NB7IgCkDp+Bx0y1E6jrqlq/KVBA738yvJjJ58E0A/Lp/C5qioguDdxvfBthTSUVkn0Y5uxrlzGqMUzGY0/5z2t3QZNDQBGCDROelWEb4teitn4WgTmWO2Z2UDRvsCaHFi522i8hIe0LotttkQugiIYQg88yZIkmf/EtKXBzpJ07UqBo8KMq5GjsBAefq7ORfSpjN41mnjlymJUmSVEVkYkiSiqGNGm0v/OrrW2xHoPq+9bmqxVXM3jObL7d+ydQrp5b9znwaIwI7oCRvR03agp4ZB94R5XwEF1C3rr2Nfe/eKAkJaMuXozz4IPpnn1V5jQ1Jqq1eXPEiGbkZXBZ+GTe1vanK4ujbty/K6RVoWx5Eucy5CPNcczM+8OrGDi2YuP5T8F37OpNWTWLalmnsSdjDzxk2og1PMHQ2H9/MW+vf4u/4v+lYvyPRjaOJjoqmXUi74otpl6DYWUyFpOaksiZ+MysOb2DFkXVsP7WHQBV6eUEfL+juCR29PfAW5zqMCVRE5Gj01s9U6BJdVyh//20vKv3XX07bRaNG6OPHI267DcpRnFaqfqzp6fYkT17CJ+XoUdLi40mJiyMtb7stO/vCA1Uy1Wx2JHS8goLwKJDU8SzueoHbHv7+KGrpXwMkSZKkqicTQ5KEvdV0gtVeTyPY4svOlBRQNaIzs0rsCHRvp3uZvWc2P+z4gVf7vYqvxbfM92+EXYWWvB0A9fh8jGaV0Eq+eXOsv/yCecgQVKsV9ZtvEE2aYDz7bMXftyTVQucr8rzp+Ca+3/E9AO8OfNelxElBMTEx5auflnOWAT4/oK783rFJCOBgPWzj/uSeTV+jKap9OZeiMKHnBNqEtGHs3LEsP7yc7p28mHi0Gd+GxrPsm8sdYyw6sIhFB+zLoUK9Q+nXuB/9o/oT3TiayIDI84a0vfdkYvQY+vUu+rgOJB1g/LLxLNi/AF04vxbXC2pFWKO+hDfuS1Rkb8xeweRmn7QvOcs6jgjuAb5Nyv61ciNl/Xp7QmjpUqftonFj9GefRdxyi0wI1UB6bi7px487zfZJiYtzmvmTnZRUZfGZfXyKztopnNjJ31dou8nLS9bfkSRJuojIxJAkAQnWdPuHobzrpdG3cV+aBTUjNimWX3b/wp0d7yzz/RvhV6HtfhnIW05WGYkhQFx+OUdffpnG4+3FcLWXXkI0aoS4qepmM0hSTVVSwsYQBo8veRyAW9vfStewrmW+jxUrVpQtMSQEypHv0baPR7EmnNt8tg5/b+7AZelBENCu2FOvaXkNTW5vwvWzrucAR7it5Q4ANEVjdNvR3NL+Fv49/S/LDy1nddxqTmee5ufdP/Pz7p8BaFanGf0b96df4370bdSXOl5FZwYVfkwZ1gzeWPcG7214D6tutY8T1Iw+jfo4Lg18GxQN1qsBwquY7VVEWbvWvmRs2TKn7aJxY/TnnrMnhOQS3mpJCEFWQoJjlk/hJV6p8fGkHz+OMIxKi8ns44N/w4b4R0YSEBGBX8OGeIeEFD+rJyCgXK3RJUmSpIuLTAxJUhmpikpf/77EJsXyxdYvypUYIuAShE8USsYhlDMrwZoEliD3BXseKVdeSa7VivnFFwHQ7rkHPSIC0bNnpdy/JNV2P+36iY3HN+Jr8eWVfq+UeRxt1Giidd1peWupZhCl7UPb8hDqmRWOTcIcgH7J64ioO5k3aTJdJk8+7xCXhF7CujvWceukdqz3T+HOk2E89loMjQIaAdA/qj+PX/Y4Vt3KhmMbWHZoGcsPL2fT8U3EJsYSmxjLZ/98hoKCh289vHy9+fiLP7imQRcsqgWLZsHD5IFZM6OgMGPHDOLT4gEYEDWAtwe8TduQtmX+2lU2Zc0ae0Jo+XKn7SIqyp4QGjNGJoSqmDUjw1HAOaVgwqdA4qcyCzkrmoZfeDj+ERH4N2xIQEQE/pGR9kRQRAT+ERF4BgXJWTySJElShZCJIUkqB599Pli8LWw5sYUtJ7ZwaYNLyzaQotiXk+2fiiJsKCcWIhqNcW+w56E/+STqkSNoX36JYrWi3XADtpUrZRt7ScqTv9w02OLL9t7nT6IUlG5N5/nlzwPw7OXPFj/LpbRSUohWNaflreedQaTnoO59G/W/N1AMq2OzETESveMU8Kxf5JTz1fsJ8QlhyY5O6KqKyRDoeUmhgiyahV6RvegV2YtJfSaRmpPKqqOrWH5oOcsOL+O/s/+RnX7SXuf6DHx3ZneJD7dxQGPeHvA2V7W4qsZ8GFZWr7YnhGJinLaLJk3sCaGbb5YJoUpg2GyknzhRZFlXwUtWYmKlxuRVt26JCR//iAh8GzRA1bRKjUmSJEmS8snEkCSVgzfeXNfqOmbumskXW78oe2IIEOFXOdouq8fmoldiYghFwfjgA5SjR1GXLEFJTMR09dXYVq+GkJDKi0OSqqn85aalXWqa7611b3E8/ThRgVE80u2RCorunPw6R8qZ1WhbHkBJ2+vYJ7wbo3f+ANFgcInnO3UtK4aCggkVOJecOt+sJX8Pf4Y3H87w5sMBe2e2SxbeB3oOhqHzXNPBWHWr45Kr52LVrTSt05R7O92Ll7lmdChSVq2yJ4RWrHDaLpo2tSeEbrpJJoTcRAhBVmKic8Kn4PX4eNKOHavUJV4mLy/8IyIIKCbhkz8DyOztXWnxSJIkSZKrZGJIksrp3k73MnPXTGbumsmb0W8S4BlQpnFEcA+EpS6K9SzKySWgZ4FWiR+KTCb0H39E6dcPZccOlIMH0a67Dn3JEpDtYyXJZYeTD/PehvcAeLP/m3iaPCv8Pvtd0QFt832oh752bBOKhtHiMYw2L4LJvR9OO6yaiO+eRNK1FaWaSRXmF4ZncAtHe/qnezzt1ngqm7Jypb2o9KpVTttFs2b2otI33wwm+VbLFbmZmU5dvAou7Uo5epTUuLjKXeKlqvYlXiUkfPwjI/GqU6fGzGqTJEmSpOLIdyuSVE5XRFxB67qt+e/sf/y06yfuv/T+sg2kmhBhw1AOf4uiZ6CcWo4IG+beYC/E39/exr5nT5Tjx1E3bICxY9F//BFk61mplil3h68LeHb5s+ToOfRr1I+rW1zt9vE7rJqIb/1E5qyayPZek1CO/oi2/RmUnDOOY4w63dAvnQaBl7j9/sE+kyq5hSe6izOpajQhziWEVq923tWs2bkZQjIhVISh66TGx5OwbRu7t28n4/hxR9v2lLzkT9bZs5Uak1edOiUmfALyl3jJ76UkSZJUy8nfdJJUToqicE+ne3jiryf4/J/Py54YAozwq1EPfwuAenwuemUnhgAaNsQ2Zw6m6GiU9HTU2bMREyZgvPFG5cciSRXIlQ5f56u9U+zYh1cwe89sVEVlysApFTKbID8pE5EVj7ZqKOrpc52vhMkfo/0rGE3vAeX8dUvyl5+VdFvKIwTKihX2hNCaNc67mjdHnzABMWrURZsQEkKQnZTk1LbdkfApuMRL1y88mJuYPD1LTPj45c0Asvj4VFo8kiRJklRdXZzvXiTJzW5pfwvPLn+WnWd2si9hHy2CW5RpHFGvP0LzRtEzUY7PB6Ff8ENdhejYEf3HH9GuvRZF19HefReaNMG4997Kj0WSqkjBGUUXqr1TUHJ2MvcsuAeAezrdQ/vQ9hUSn1noPJS9mceyNqKmnvuwbTS8Hr3jO+AVVqpxCifHyjOLShs1GlJS7DcCAhzd02o0IVD++gv19ddR16513tW8Ofrzz9sTQrW8cHBuVlbxHbzi4x3JoNyMjEqLR1FVfBs0KHa2T0BkpL2Ve926comXJEmSJJWCTAxJUimdb8ZAoGcgvSN7s/TQUhbGLixzYgjNC1F/EMqxOSg5Z1DOrkeEVE3beDF4MMYHH6A9+CAA6iOPICIiEEOGVEk8klTZXJlRlE8IwYN/PsiRlCNEBUbxar9XKyQ25exalqbOpJVxrrOS8I5E7zS18pegFpSSAqp27npNlpGBOmMG6kcfoezZ47RLtGhhTwiNHFkrEkKGrpNx8mTxbdvzkj+ZZ85ceCA38gwKcprlU7ijl29YGJos6C1JkiRJbiETQ9JFQRs1mmhdRxs1usx/wS44Y0AIgZGbC9nZpJ84QW5mJlcqHfkvfinr5s9geGJLcjMzsWVlkZuVhS0zk9y8iy0723HdsNnwCw8nsHFjAhs3JqBRIwKDB+N1bA4AyvG5VZYYAjDuuQcOHEB7910Uw0C7+WZsy5dDp05VFpMkVQan+j0utKf/9t9vmfXfLEyqie+v/h5/D3/3BmbJRbl0L6aYfrTK22RDQWnxGEbbF8Hk6977uxgdPYr6ySeo06ejJCU57RKtWtmXjN14Y41JCAkhyE5Odl7WVXC2T1wcaceOYdhslRaTarE4kjz5y7oKd/Sy+MqfZUmSJEmqLDIxJNVKuZmZZCclnUvAHD1KlBDss9nImTWrSMKm++51mK06phwbWk4uv+xMxGYY5OoGubqN3A4dsGVnYzl9mikffURuZiZC1/EAPnjvPcf92hePbOcXyldo1icAgkIgsMEX+PewEBAVRWCjRgQ0bkxAZCSaxVKu8V1hvPYayuHDqLNno2RkYLr2Wmxr1kDDhpUWgyRVtuKKKl+o9s7ehL08tuQxACb1nkS38G7uC0gIaHIS5bL9KN5Wx+ZtWihPekezqMOb7ruvi5EQKH//jfrBByhz5qAUqoNj9OyJ8dBDiKuvrnYJIVt2dtEOXgW6eKXFx2NNr8Ti4IqCb4MGTgkfvwKzfXwaNCAuMZFWrVqhVbOvpSRJkiRdrGRiSKqRDF0n/fhxkg4dIuXwYZIOHiT50CH75fBhMk6eLPnkMWOKbOpc6Pbewgf89x8ACmAtvK8CZKTYL/GxGbD6LeediuKYZRTQqJF9tlFUlOO6X3i4ezuoqCr611/D8eOof/+Ncvw4pquvxhYTA/5ung0hSVXoQl3Kzrcvx5bDLXNuITM3k36N+vFUj6fcF5hvFtrqEaj9djk2CZMvz5s7851nB3Ldd08XH6sV5ddfUT/8EHXLFqddwmJBjByJ/vDDVTZLUhgG6SdPlti2PTU+nszTpys1Js/AwHMzfPKXehWo8eMXFnbeP17oul5kJpYkSZIkSVVLJoakais7JYWUQ4dIyk/4FLikHDmCbq2MFE01JARp8fGkxccTV6gzDoBqMuEfEUFA48aOWUaBjRo5Zh35NmiA4mrreS8v9N9+Q+nVC+XgQZQdO9Buvhn9999B1niQaqDilpeWpaZQvhdWvMD2U9sJ9grm66u+RlVcfI4VRzGg/VGUjgdQThmOzeJwCLYHN/DVuvfQFBWEcZ5Bql6HVRNJsKYTbPF1aVlehTpzBvWLL1A/+wzlxAmnXSI0FOO+++zF9uvVq7AQhBDkpKQUKeKcUniJV27lpf40i8W5g1fhws4REXj4+VVaPJIkSZIkVQ6ZGJKqjJ6bS2pc3LmEz8GDJB8+7LidlZh44UGqGdXLkzQlG92i0ji0GWZv73MXLy9MXl6Yvb0x5d0WQpBy5AgpR46QfPgwWWfPljsGw2ZzfA2PFLNf8/AgIDLSviytUSOs3t4YXbpQp2lTAho1wjskpPguLiEh2ObOxdS7N0piIuqSJfDII+jTpoHs+iLVNCkpRKsaGPYlQ2WtKQSw6MAipm6cCsAXw78gzK903cDOR0nYgHLNJpQ655YAiUwv/t3SnvanGoJ3FS3lDAhgua4T7cISoARrOpqikmCtxOVMJdm+He2jj1BmzkTJyXHaJTp2RH/4YXtBaQ+Pct+VLSfH0cXLUd8nf8lXXhcva1paue/HFb4NGpSY8PGPiMAnJMT1PxxIkiRJklTjycSQVKGyk5NJjI0l6cABUvKSPvkzgFLj4hCF6jhUBEVVMSsKJlXFrGmYGjd2JGtMXl6YvbyYn7oH3dOMzcNMrkXl8c1JmE1mzKqKSVHQXnges7c3M2bN4u5x4zB7euLxyKP2YxRQF8xH8/DAZtgInxpOcnYyq277ku4Nu7sUqzU9neTDh0k5coTUxQ+TciSe5DOQlNOalLgTZCcnl/vroefkkLh/P4n79zu27S6w3+zj41iW5jTrKO+296+/og0ejGK1on71FaJJE4ynny53XJJUlYqrKVQaJ9NPcte8uwB4sMuDDG8+vHyB5Kag7ngB9cDnKHUEYJ8QZLR8GKPtJH4+OIU2H1TdrBv955ksnziRPpPLHkOwxdcxg6hS6DrK/PmoH32EunKl0y6hqoirr8Z4+GHEFVdcMMkthCA3I4OM06fJPHOGzDNnyMj//9Qpp4LOGadOVeSjKsLD39+e4ClYxDmvo1dARAR+4eGVWp9OkiRJkqSaQyaGpHLLSUsjKTbWnmyIjbVfz7u4YwbM+Zi8vAiMiiIoKsq+VCrvemBUFL4NGmD28UGzWDANGWpvoWzo6Iv+LDLOY0uftC/JAHRh0Dth97mWy4aOPnIkAGLTJhp2tyd7NG/vc2N6egJg1swMajKIX3b/woLYBS4nhiy+voS2a0dou3aoUdvRdk2yx9TxHozmD5GdnOxYSpefQCp4OzcjoyxfRie5GRmc3b2bs7t3F7vfIyCAgPr1qXP0KAFA0PPP45eQQMCYMQRGRclOMlK1k7+UCSj1cqZgiy++uxJJb1unxGMMYXD3grs5k3mG9qHteT369XLFqcT/hrb1cZTsczXSxFk/xNpWGKPeKdfYFaU0X6fCKm05WUoK6jffoE6bhnLokNMuERCAcdddGPffT25oqD2xs2ULmadPk3n2rD3xc/Zssbdt2dmVE38BqtnsvLyrYMInb5tnQEClxyVJkiRJUu0gE0NSqeRmZpJ04IA94bN/v1Py57yFnstLUfBv2JCAxo0dCZ/AqCgCmzQhsHFjfOrVK37ZUwW5UFcigKHNhvLL7l9YGLuQl/u+XOb7MsKvdiSGlGNzoflDeAYGUr9TJ+oXUwhVCEHm2bNFkkUFb+uFlk6URU5KCqdTUnAqd/ruu/YL4BUc7DzbqGBHtUaNMHt5lTsGSXJF/lKm/Oulsb33ZGL0GPr1Lrnm0Pex37Ps8DK8TF58f/X3eJo8yxyjuudttB3PO24LzQexNgz2NAJdlHncira992QmLpvI5HHVpHYQYNu5k6z33yd71iwys7LIAMcl09+f9IgIMj08yJg9m8zPPnNLQr28fOrVc1rS5dTCPSICn9BQucRLkiRJkqQKIxNDkoMtJ4fkgwcdM38Kzv5Ji4+vsPv18Pd3TvhERTl12jK5odaDu5SmMO2VTa5EVVR2nN7B0ZSjRAZElu3O/NsgfJuhpMeinF0NOQngEVzi4Yqi4BMSgk9ICGFduhTZLwyDjFOn7Mmiw4dJPnyYpEOHOPHff+SePk1qXByGzVa2WAvISkggKyGBE4U6/OTzqV+fwEaN8AsPxy88HN8GDfALC8M3LAy/vIucdSRVuFLUyjnf833LiS18uPtDAN4Z+A5tQtqUORTlyI9OSSGjwTD0zlPRPr8PVBWo+CW3VUHPzSU3MxNbZia5+ZesLHIzMhy3bVlZ5/blH1tgW/5ta1oamUePknHmDNbzvY6lpsKuXSXvrwAWX1/78q4CRZ0DCiz58mvYsFr9npMkSZIkqXqzWq0cOXKEqKgoTG7qRi0TQxcZPTeXlMOHi03+pB49ijDc391GUVV7zZpCSZ+gvNueQUGVOuvHbUr4YBnsHUz38O6si1/HogOLuLfzvWUbX1Ewwq5C2/cuitBRTixANL6tzOEqqopvgwb4NmhAwx49AHvb4L1799KyZUsUIO3YMccMI8dso7z/0+Lj3fLzkXHy5AVnmXn4+9sTRiUkjvIfhyY7okllVLhWjitLotJy0rh93u3YhI1rWlzDXR3vKnMcyqnlaJvuORdXu8kYrZ6t8oLuQghs2dn2JE1GBtb8ZE1GBmpsLP/9+iu5mZlYMzLQ/v6bVf/7nz1Rs3cPuYYgV9fJ1W1YBw7k+hN7MFltmLJzmcosRyLIHYnoqqR5eOATGop33bp45/3vHx7uXOMnIgKPgICa+TtOkiRJkqRqJTMzk/Hjx/PTTz8BsHnzZho3bswzzzxDgwYNePzxx8s8tkwM1UKGrpNy5IjTcq/868mHDlVMwWdFwT8igjrNmlGneXPqNGtGULNm1GnWjMCoqFpZ8PJ8RViHNhvKuvh1LIxdWPbEECDCr4J99iVa6rG56OVIDF2Iqmn2bmWRkUT26lVkv2612rvIHTnimHGUcvgwKYcOkbx1K+lWq9tiyUlNJSc1lYS9e0s+SFHwDgk5lywKC8OvQDLJt359zD4+WHx9sfj6YvbxQXWhk5JUs8XExDhm/OQXO2603+qU+Cm4NNSVJVGPLnmUA0kHqO9Vn2lDppX9Q3/yv2jrRqIIeztyvel9ZUoKqbk66SdOkJWYSHZysiORY8vMxJqXzHEkePJm2Vjzt+Xvz0vWFNyOKH4Jmxn4fdYsx20TsCYmpvjgVq6kYMP3DFJdemyVSTWb8c6bdeld4OITEuJI/BRMBFl8fWXCR5IkSZKkSvO///2PnTt3Mm/ePG688UbH9r59+/LGG2/IxNDFSBgGqfHxTkmfpLxZQMmHDqG78UN6Qb5hYcUmf4KaNsXkWfb6GrXN0GZDeWHFCyw/vJy0nDT8PPzKNI4IvgzhEYqScxrl1F9gywSTt5ujLR3NYiGoaVOCmjYtujM1FWPgQNK2biUZSKpbl8TrryclIYHkvCSS2wuRC2EvDHv6NKe2bSvVKSZPT0eyyOztbf/f1xeLt7f9fx8fzAX25SeULD4+587Lu51/3ezjI2cuVTPaqNGouo726WfoP890FDueuNo58VOapaGF/bjzR37Y8QOqovJ6l9cJ8gwqW5CZcZhWX4VisydKjLDh5LZ7m6zTp8lOTCQrMZGcM2fI1nUyrTlkvvgiWYmJmFavZsbff5OdmMitxw/imZaNOTuXD5hWtjhqMUXT7Mmd/IROwURP4cRPSIic2SNJkiRJUrW2YMECpk+fTteuXZ3es7Rq1YrDhw+Xa2yZGKrGhBBknDzpKPhcsOtX0oEDFdYZxTs01JH4cUr+NGuGxcenQu6ztmkb0paWwS3Zm7CX19e9zmv9XivbQIqGCBuBcugrFD0L5dRS+yyi6sbfH3XBAoKjo6m7Zw+cPYtYvRrbsmUQbK+LZE1PdyxLSzl6lPTjx0k7fpz0EydIO3aM9BMnyE5OrtAwbdnZ2LKzyUpIcOu4msXilCgqTULJKTlV+Jy8JFVtnGlXKVJSiM7rGOhOB5MO8vCihwGYcPkEOgU7F4EXQmBNTycnJYXs5ORz/ycnk52SYr+dkkLO2ePkxM4jJzWDrHTIzLSQlbUSa5p/yXf+5psAaMCRPXsAKFu6uRpTFMze3o6Lycvr3G1VxXz8OJbDhzHbbJjBcTG1aYNpyBC8unZ1mtnjGRgoCzZLkiRJklRrJCQkEBISUmR7hhsaacjEUBXL7ySVVELyx5peug46rvIKDi6S9MlPBnn4n+fDiVQqiqLwRvQbXDvrWqZumModl9xBi+AWZRrLCL8K9dBXAKjH/kCvjokhgLp1sf35J6Z+/VAOH0bZvRttxAj0xYvBzw+Lry+h7doR2q5diUNYMzLsiaLjx4skjtJOnHBsc0d3NXfSrVay8mZ5uJNqNpcuyZS3zzHr6QIJKM1ikTMjiiOEPXGTnGxP6KSmOhI7GUmJfLLqPS4/nUakFkrrrf+y5sQS1ufmkpN/TkpKGZfqWvMu1Zvm4YHFxwdTXrIm/2ctLTubehERmL298VixArNmwqxpmFUF7aGHMHt788eCBdx02232hI+3N+YCSR9T3liah0fRn8v9+9HeeQflhx9QCsyEFZqGGDUK/amn4DyvKZIkSZIkSeX11VdfMX36dOLi4gD7DJ2nn36agQMHApCdnc0LL7zA7NmzsVqtREdHM2XKFEJDQx1jxMXF8eSTT7JmzRp8fHwYPXo0EydOdKl4dMeOHVmyZAn33msvVZL/vun777+nW7du5XqMMjFUSbKSks4lfwq1fM9JSamQ+/QICHBK/tRp1oygvOSPV50LF1iVymdos6EMbjqYRQcW8dTSp/hj5B9l+jAuQvshTL4otnSUEwvAsIFaTZ+64eHnkkMnT6Ju3gzXX48+dy6UYqmhxcfH8bNaEiEEWYmJpOcli5ySSHn/p504QeaZMxVTT6sSGbm5ZCclkZ2U5NZxVZOpdLOWCi2xKy45VbCOU7Ef7CuRoevkpKaSm5VFtm6Qk5tD5pw5jgSPtno1fz35ZPGzeJKTsSQn8+4bb5Q4fkvHtdPsZ25lPCSXOZZH+vjYEy/536MCCRhzoX1mb2/79zr/dgnHq6V446INHgJqXi0vQ0d/8EEAfj98mBZXuZDU3roV7a23UGbPRilQ60h4emLccQfG449DVJRLXxtJkiRJkqSyCAsLY+LEiTRt2hQhBD/99BNjxoxh5cqVtG7dmgkTJrBkyRK++eYb/P39eeaZZ7j11ltZvHgxYG/4M2rUKOrVq8fixYs5efIk48aNw2w289JLL5U6jhdffJGRI0eyZ88ebDYbn376KXv37mXjxo3Mnz+/XI+xmn66dJ2e9wFQr8IPgjlpafaZPnmzfZIKFH5299KVfGYfH4LyavzkJ4GCmjYlqFkzvENCSvyQVpVfp6qgCQABouTHLorcEI7rJZ4jxHm/lm9Fv8WyQ8tYdGAR8/bNY1izYWWI3oxabxDasdko1kTE6dUYIb3LME5RFfK8adwYY/58LAMHoiQloa5Ygbj5ZnJ//BHcVIvHIzAQj8BAgtu2Pe9xutWKNT2d3PR0exHe9HR7gd309HOdlkq7Lb94b3o6Rm6uWx5HVTFsNvssFzcnpRVVdUooFUwyOSWgCiYgCu3L369bredm7+T9n5Oa6pzQKbhcKzUVa2oxhY1HjnRcNQGb1qwpOX63fjXKx+Lri2dQEMlWK1Ft2uBVpw6edeqweedOBl59NV516vDgsbnk+nmR5Wth7ZDX8AwKqrB6V4LSvU5oJbx2Xui1Mu8glDVrML39Ntpffznv8vdHv+8+bA8+CPXyyllfZL/Haovq8H5Nkmoi+dyRJNeV9LwReX90Sk1Ndfq87OHhgYeHR5FxhgwZ4nT7xRdfZPr06WzevJmwsDB++OEHvvjiC3r3tn9G++ijj7jsssvYtGkTXbt2Zfny5ezdu5c5c+YQGhpK+/btmTBhApMmTeLZZ5/FUsryET169GDVqlW8//77tGnThpiYGC655BIWL15M2wt8LrqQWpMYOnjwIACxsbEVej+2rCwy4uNJP3KEjKNHST961PF/jruL6+ZRPTzwjYjAJzIS38hIx/++jRrhUbdukeRPBpCRlARunmVQk7XWdRAGGIK9xXS6stlsaIq9FoUuDHK8vNDS04nx96O3IdhXQnes1q1bFzteQbc0vYWv93/NY38+RkT/CDy0oi82FxJIFxoxG4CUXd9yvEG9C5zhGrc/b0wmvD/4gCb33ouWlYU2fz6po0dz9JVXoKpqfigK+PnZL/XqoQKeeRdXGbm52LKy0LOysGVmOv53XM+76JmZ9usFtxc4vvA2o4KKxlcWYRhYS0rQXIRMvr6Y/fww+3jjbzmJt2cGnt5g8fUkM+wqlMCGWPz9sQQEYA4IwFLgouYleLZv306HDh0cY6767jsCBg8G4MDRrWiKii4M4qvJa34LLy9WqQr9UtPQfX0dr51Wq7Xk10rDwH/1akK/+gqff/912pVbpw5nb7mFszfeiOHnB8nJ9otU41X0+zVJqq3kc0eSXFf4eaMoCo0aNaJdu3akFyjdMn78eJ599tnzjqXrOnPmzCEzM5OuXbuyfft2cnNznbrdtmjRgoYNGzoSQ5s2baJNmzZOS8v69+/Pk08+yZ49e7jkkktK/ViioqKYOnVqqY8vrVqTGGrSpAkHDhygWbNmaOVsSW3LySH50CHH0q/82T9JsbGkHTvmpoidqWYzgU2aODp8BeUvAWvaFL+GDWUBzXIyaRpoKugGLVu2LLr/uAk1LzGkCAPlt1kYwIrJk+kzcSJFz7ArbqzC3op6i0VfLCI+PZ4/k/9k/OXjXX8AufURxyeiiFzqZq/Br8WXLre0Lo6u68TGxrrleVNEy5bodeuiXnMNSk4OQQsX4hcRge2999wSe21k2GyOWUlOs5QKz2IqbgZU3m1rMdsqqlB9raYo2LxMpFlyyfaEyLDmNA5vhUdAAB4BAVj8/UnLzaVhs2Z4BQXhGRiIh78/HoGBeObtVzUNbBlY1l6NmnAAAOERgrXXYoR/61KFUfg1xmKxOLblv24povjXtSrx2yzH66bCueV3BeN2sNlQZ83C9M47qLt2Oe0yGjVCf/xx9NtuI8jLizL2fpOqoQr9vSNJtZh87kiS60p63gghsFqt7Ny5s8iMoZLs2rWLK6+8kuzsbHx8fPj+++9p1aoVO3bswGKxEBAQ4HR8aGgop06dAuD06dNOSSHAUUQ6/5jSWLJkCZqm0b9/f6fty5YtwzAMR82jsqg1iaH8b7SmaaV6sdRzc0k5fNhe76dQzZ/Uo0cRhuH2GBVNIzAqqmjdn2bNCIiMLFX9BqmMlLx/FEr8+SiYqsg/RlGUcv/yDfAK4I3+b3D7H7fz1t9vcXvH2wn3C3dtEK0OIrQvyqm/UDKPoqXvhMCO5YrLafhSPm9c1r8/+owZaKNGoeg6ps8+QwkMxHj5ZfffVy2gaRpmDw+83VwDzNB1R8LJ8X/BpXIFElGF9+WWsM+ano4tK8utcbqToih4mkx4RkY6kjkHjx+nc48ejuSNR2AgnvnJnMBA/t23j14DB6L6eXP9/JtYEbcSD82D76/5nmtaXuM0vq7r7N27l5YtW5b83NGz0P4eiZqwFgBhqYOt95+ogWUvllz4NSn/das6fUjo169fkXic4s7KQv32W9R330Up1FpVtG2L/vTTiJEjwWSi+jwqyd0q7PeOJNVy8rkjSa4r/LzJX0rm7+9f6vqYzZs3Z9WqVaSmpvLHH3/wwAMPlLuuj6smT57MxIkTi2wXQjB58mSZGCqJoeukHj3qSP4ULP6ccvgwhs3m/jtVFAIiI6nTvHmR5E9gVFSF1X+QqrfRbUYzbfM0NhzbwNfbvuaFXi+4PIYIvwpO2etuqMf+wHBjYqgiiauuQv/yS0xjxwKgvfkmBARgPPVUFUd28VA1zT6bxc0dBw1dt89KKph0KphMKjCzySm5VFxyqsC+3IwMVLMZz6Agp8SNR0AAnvlJnfzETt42jwLbfR59jNVAf5MJ/eeZjngnTpzIsMmTS3w8kb16AfD00qdZEbcSP4sfs2+cTZ9GfVz/4ug5aOtGoZ5eDoAw+WPrvRACSz9VuKbq169fkW3Rl1+O8uefKPPmof7xB8qZM077je7dMZ55BjF0aNUtN5UkSZIkSSqBxWKhSZMmgL072NatW/n000+57rrrsFqtpKSkOM0aOn36NPXy6iKGhoayZcsWp/HO5L0Xyj+mNA4ePEirVq2KbG/RogWHDh1y+TEVVGsSQ3Fr1nBo1SqOpaWRfOAAibGxJB88iF5BNTv8wsOLTf4ENWmCqRTdl6TaKSYmptgPRYqicP+l97Ph2Aa++/c7JvSc4Fi6VlpG2HC0fx4GQD02F6Nt0WxxdSXGjEFPTUV79FEAtAkTEIGBiLvvruLIpPJQNQ0PPz88/PzcOm7+X3HK3OHst1+JmTiRvudJApVk/v75TN1oX7f97dXfli0pZOSi/X0z6slFAAiTL3rvBRDU2fWxCim4fr3aO3sWZeFC1Hnz6L90KUpGRpFDjEGD7AmhXr3kElNJkiRJkmoMwzCwWq106NABs9nMypUruSqvA+v+/fuJj4+na9euAHTt2pV33nmHM2fOOJaQxcTE4Ofn51I5AH9/fw4fPkxkZKTT9oMHD+Lt7V2ux1NrEkO/XX891rQ0t47pU68eQc2aEVxMAshczi+8VL0EW3zx3ZXIkeYWgi2+ZR5nxYoVxSaGAK5reR2PeTzG4ZTDrDi8guioaNcG9wrHqNMVNXETSsoOSD8Ivk3KHGtlM8aNg+RktLzpj9qDD6L7+iJGj67iyKTqpqpa3selxnH3fHuy8pGujzC8+XDXBzFsaBtuQz0+DwCheaP3nIsIvswtMZb0+lJt7NuHOn8+yrx5KOvXoxSzLFt4eiJGjEB/6ino1KkKgpQkSZIkSSq9yZMnM2DAACIiIkhLS+PXX39lzZo1/PbbbwQEBHDLLbfw/PPPExQUhJ+fH8888wxdu3Z1JIaio6Np2bIl999/P5MmTeL06dO8+uqr3H333eeta1TYkCFDeO655/jhhx+IiooC7EmhF154oUjnNFfVmsRQWXkFB5+r+dO8uT3507w5QU2bun3ZhVS9FJzds733ZCYum8jkca7PMCgtL7MXo9qM4vOtn/PNv9+4nhgCRPjVkLgJAPX4PIwWj7o7zAplPPsspKSgvfsuihBoY8ei+/ggRoyo6tCkaq6k2XjuYjNs3DbnNhKzEulcvzOv9nvV9UGEjrbpbtT43+w3VQ/0K2YjQnq6OVq7/IR2elv31qRyiWGgbNiAMneuPSFUQucxUbcuYtgwjOHDEQMGgI9PJQcqSZIkSZJUNmfPnmXcuHGcOnUKf39/2rZty2+//eZ4b/raa6+hqiq33XYbVquV6OhopkyZ4jhf0zRmzpzJk08+yZVXXom3tzc33XQTEyZMcCmOyZMnc+ONN9KtWzfCwsIAOH78OD169ODlctZwvSgSQx4BAc4Fn5s3dywD8wqSvU4uCgEBkJJi/z/P+Wb35HP3so2xHcfy+dbP+X3P7yQNSiLIy7WfPyPsKrQd9vpEyrG5UMMSQygKxuuvQ2oq2pdfoug62s03o//xByLa9USZdPEo/Hx1d6Lo5dUvszZ+LX4WP2ZcOwMPU+n/egOAMNC2PIB69Ef7TcWMfvksRL2K+7mujIR2ic6cQf3mG9QvvihSQDqfaNECY8QIxIgRiMsuA1ksVZIkSZKkGujDDz88735PT0+mTJnilAwqLDIyklmzZpUrjoCAABYvXkxMTAw7d+7E09OTtm3bcsUVV5RrXKhFiSGTtzdeYWHUb9uW4LzET37yx7tu3SpbmiBVDwUL0LrClQ+eHVZNxLd+InNWTWR77+I/qHWu35l2Ie3YeWYnP+/+mfsvvd+1gPxbIfxaoKTtQzm7FnLOgEeIa2NUNUXB+PBDlPR01JkzUXJy0K6/Hn3RIvuHR0kqhdIkdktr2aFlvLH2DQA+GfoJTYOaujaAEKhbH0M99LX9pmJC7/ETosFgt8RXbQiBsnEj6qefosyahVKohp9QVUSPHogRIzCGDQMX1sxLkiRJkiRJF6YoCtHR0US7+Y/qtSYx9ODBg+zfv//8rYMlqQIlWNNJbuGJbk0v8RhFUbijwx08tfQpvtn+jeuJIfJmDe2dgoKBcnwBIuqOckRdRTQN/auvIC0NdcEClIwMtBEjsP31F3ToUNXRSdVMaZKupVHcDMBT6ae4Y+4dCAR3dbyLkW1GujaoEKjbn0E78Kn9Jir6Zd/ZuwjWFpmZKD//jPbJJyjbthXZbQwahDFyJGLIEAipYYlqSZIkSZKkauyzzz7j9ttvx9PTk88+++y8x953331lvp9akxiSM4KkmuLmdjfz3PLn+OfkP2w/tZ0O9VxLhIjwq2GvfZqieuwP9JqYGAIwm9F/+gmuvho1JgYlORnTsGHYli+HFi2qOjqpkp1vaVjhpKs2ajTRuo42arRLswELj28Ig7HzxnIq4xRtQ9ryzsB3XAtaCEy7JqLtt3cxEyjo3b5CRNzg2jjlUKFdyvbtQ/3iC9Rvv0VJTnbaJYKCMO64A+Oee6BZs4qLQZIkSZIk6SI2bdo0brzxRjw9PZk2bVqJxymKIhNDkuQqd81AKIu63nUZ0WIEs/fM5tvt3/LuoHddOl/U6YrwbICSfQLl1FKwpYOp7J3UqpSnJ/pvv8GQIagbNqCcPo1pyBBsMTFQqA2jVLu5VEMoJYVoVQNDL9d9vr3+bZYeWoqXyYsZ18zA2+xat8l6Zz7HdOYTx229y6eIRmPKFZOr3F6QW9dRFixA/fRT1KVLi+w2OnfGGDcOMXIkeHm5974lSZIkSZIkJ9u3by/2urupFTayJFVjCdZ04lt4knCeZV8V6Y4OdwDw464fybHluHayomKE2bt4KUYOysm/3BxdJfP1RZ87F9G+PQBKXBymwYPh5MkqDkyqSitWrHBcD7b40nBfNsEW9yVA18WtY9LKSQBMvXIqbULauHS+tncK9QsmhTp9gIga67b4Kt2pU6hvvIGpZUtMN9zglBQSHh4Yt96Kbd069L//Rtx+u0wKSZIkSZIkVaLc3Fw6derE3hI6wJaXTAxJUhUYGDWQcL9wErMSmb9/vsvnF6xfoh77w52hVY2gIGwLFyKaNwdAiY3FNHQoJCZWcWBSdbC992ReaXVdibP7OqyaSMOlT9Jh1UTHtvMtsUrMSuTWP25FFzqj247m9ktuL30wQkfd9iTmXS86Nukd3sZo5nq9sOpAWb8e7bbbMDVpgvbSSyhHjzr2iSZN0N94A9vhw+hffYXo0qUKI5UkSZIkSbp4mc1mcnJcnFDgApkYkqQqoKkao9qMAmBB7AKXzxehfREmfwCUEwvByHVrfFWiXj1sixYh8paQKTt3ol11FaSlVXFgUnVwviVTCdZ0NEV1mgFY0vFCCO6efzdxqXE0C2rGx4M/Ln2NOls62trr0fafa1ma2/Z/GC0eLd351cmePWhXX42pTx97d8Bc+2uIUBSMoUOxzZ2LbfdujCeegODgKg5WkiRJkiRJuuuuu5g6dSo2m83tY8vEkCRVkSHNhgCw+MBiDGG4drJqcbTCVnKTUc6sdnd4VSMiAtuffyLq1QNA3bgR7frrITu7igOrPmJiYqo6BLfrsGoiS+snOs34Oa+AAJZ7e0FAgMv39cGmD5i/fz4WzcKMa2fg5+FXuhOzjmGKiUY9sRCwt6SPC3sJveXTLsdQpRISUB9/HFOnTqh//unYLIKD0Z96CtuePehz5iAGDwZVvkWQJEmSJEmqLrZu3cr8+fNp3749119/PbfeeqvTpTzkuz5JylOh3X2KcXnDy/Gz+HEm8wz/nPjH5fON8Ksd15Xjc90ZWtVq3ty+rCwoCAB1xQq00aMhtxbMinKDgrV3agtXa37pP89keds2jo5kpa1BtOn4JiYsnwDAlAFT6FS/U+kCTNqKaekVKMnbABDmAHKv+IPEoOtKd351kJuL+tFHmNq0Qfv4YxTdXrhbNGyI7YsvsB06hPHaaxAVVcWBSpIkSZIkScUJCAhgxIgRREdHU79+ffz9/Z0u5SETQ5KUx+3dfS7ArJkZEDUAgD8P/HmBo4sS9a9EqBYA1GNzQQi3xlel2rdHnzcP4Wv/oK8uXIh2222QlVXFgUnFcfcsJm3UaKJ37UYbNbpUx2/vPZkBJ+uct8NgUlYSN/9+M7lGLte1uo77OpeunadyfD6mmGiU7OMACO/G2KJXYoRGl+r8KicEysKFmDp1QnviCZSkJPtmb2/0l17CtnOnvZi0p2cVBypJkiRJkiQVxzAM3n//fWJjY/nvv/+oW7cuU6ZM4eOPP3a6lIdMDElSFcpfTrbowCLXTzb7I/I+nCpZ8ShJrs86qs5Et27ov/+OyPvAqv72G6bLL4fdu6s4MqlgIkgbNRr142mlTuKUSkoK0ZlZkJLiluGEENyz4B6OpByhSWATPhv6WanqCqn7P0JbewOKngGAUecybP3XgL9rHcyqzP79aMOHY7rmGpR9+xybjVtuwbZrF8YLL4C3dxUGKEmSJEmSJF3IO++8w8svv4yvry8NGjTg888/5+mn3VvOQCaGJKkKDWoyCIDNxzdzOuO0y+cbBbqTKcdrQXeyQkSfPug//4zI+/Cq7NqF6fLLUb77rnbNkKphnJazuTmJU1quLP38ePPHzN03F4tm4cdrfyTA8wK1iQwb6tbH0LY9gYK9/pcRcSN63yXgGVqOqCuP8ssvmC67DPWvvxzbjB497C3np0+H8PAqjE6SJEmSJEkqrZkzZzJlyhR+++03ZsyYwU8//cSsWbMwDBfr1J6HTAxJkpuUts5JQWF+YXSs1xGBYMnBJS7fpwgbjsA+80E9VovqDBUghgzBtm4dom1bAJTMTEx33402duxF17GsuCLNtaEYdVmeO4WXfpaUKNpyYgvjl40H4M3oN+ncoPP5B85NQ1t7HVrsNMcmvdV49Mu+B82r1PFVmZwc1EcewXTLLSjp9ppNolEjbDNmoK9YIVvOS5IkSZIk1TDx8fEMHDjQcbtv374oisKJEyfcdh8yMSRJblKaOifFGdzU3l2sTMvJPOsjgrsDoKTuhrT9ro9RE7Rpg23tWoy77nJsUn/8EVP37rBtW9XFVcmKK9JcGcWoKzr5tL33ZF5pdZ3Lz52CiqsRlpyd7KgrdE3La3igywPnHyQzDlNMX9ST9ueiUMzYun6J0f5lUGrAr8tDh9D69EH79FPHJmPMGGzbtiFuvBFKsXxOkiRJkiRJql5sNhuehepBms1mt7atN7ltJEmSymRIsyG8se4N/jr4FzbDhkl17Wkpwq+ChPUAqMfnYbR8oiLCrHre3uiffILRty/aAw+gpKWh7N+PqVcvjLffxrjvPvnBtwJ0WDUR3z2JpGsr2N57sv12/UTmrJpYrkROYe4u/i6E4L4F93Eo+RCNAxrz+bDPz19XKOkfTGuuRcm2/+VFmAPRL5+FCO3j1rgqijJ3Ltpdd6HkLekTHh7oU6cixo6VzwtJkiRJkqQaTAjBAw88gIeHh2NbdnY2TzzxBN4F6kV+//33Zb6PGvAnUEmq3bqFdaOOVx2SspPYeGyjy+cbYQXqDNXS5WQFiVGjsG3YgOhkbzWu5OSgPfKIvaV9cnLVBlcLFZ6l5Gpr+ary6ZZP+X3v75hVMz9e+yOBnoHFH5hzBnXnpLzOY3lJIZ8m2PqvrhlJodxc1PHjMd1ww7mkULNm2FavRtx5p0wKSZIkSZIk1XA33XQTISEhTq3pR44cWaRlfXnIGUOSVMU0VWNg1EB+3v0zfx74k8sjLndtAL/mCP/WKKn/oSSsh+xT4FmvYoKtLpo1w7ZqFepzz6F99BEA6u+/o2zdij5jBqJr1yoOsHJoo0YTretoo0aj/zyzqsNxn4AAezHrgAsUiS6GEIK/Dv3F08vsnRpej36dLmHF1NXJOIy6733UQ1+j6FmOzUbw5ehX/AoedcscfqWJj0cbMwZ1/XrHJuO669A//xzK+eZAkiRJkiRJqh7K24q+NOSMIUmqBgY3K0edIc7NGlIQKMfnuy2uas3DA+Pdd7HNmoUIDARAOXwYrU8f1PfeAzdW6a9KBev7FCnSXEUdwSqa/vNM9EV/upTs0g2d3/f8Tq9vezF85nCsupURLUbwcNeHnQ9M2YG24Q5Mf7ZGi53mSAoJxYTe9D70PotqRFJIWbIEU9eujqSQMJvR33sP/aefZFJIkiRJkiRJcolMDElSNTAoahAKCttPbedY2jGXzxfh1ziu19buZCURV1+NbdMmjO55RbhtNrTx49Guuw7Onq3i6MpHGzUa9eNpaKNGA2UvcF4eZekYVllOpZ9iwf4FTFo5ifaft2fU7FFsPL4RD82Dezvdy9cjvnbUFVLOrkVbcw3mJZeiHv0RRegACM0bvfkj2Ibuwej8IWie57vLqqfrqBMnoo0YgZKQANi7jukrVmA8+KBcOiZJkiRJkiS5TCaGJKkaCPEJoWuYffnToljXZw2JoM4Ir3AAlNPLIPfiauNOo0boy5ahP/WUY5O6cCGmrl1RVq+uwsDKqQwzgtzdQawqklHnE58az2OLH6P5x82J+CCCa2ddy2trXyM2MZYgzyCeu+I5Yh+M5aMhH+Fv8UU5vgBteV9MMf1QTyx0jCMswehtXsQ27ABGxyngHVmFj6qUTp5EGzIE7fXXUYQAwBg61F5z6yJZPilJkiRJkiS5n0wMSVI1MaLFCACmbpyKbuiunawo55aTGVaUk4vdHV71ZzZjvPYatnnzECEhACjHjqENHIj62mugu/g1rab69u177kZAAMu9vZxq8VR0+/qqmkF0LO0Yjy5+lFaftGLalmkcSTmCgkKr4Fbc2v5WPhnyCQceOsDkPpOp510H5cgMTEsuxbT2WtSEdY5xhFcEesd3sQ2LxWj7IngEV+rjKCtl5UpM3bqh5n1/haahv/Ya+uzZUKdO1QYnSZIkSZIk1WgyMSRJbuT0od1F93e+nzpeddiTsIcZO2e4fL4IP9edTD32R5njqOnElVfal5b1sXeUUgwDbdIktKFDIT6+iqMrv4Jt3fWfZ7K8bZtKLTxd2TOIbIaN55Y/R6tprfhkyydYdSu9I3vzx8g/OPPkGf6971++GvEVd3W6C19VRd3/MaY/W2PaOBYldZdjHOHfGlvXr+xLxpo/BCafSom/3AwD9Y030K68EuXkSQBEWBj6X39hPPUUqPLXuCRJkiRJklQ+8h2lJLlRwQ/trgrwDODpHvZOSv9b9T9ybDkunS9CeiPMgQAoJ/4Ew1rmWGq8sDD0RYvQX3oJkffBWY2JwdSuHeqbb0KOa1/bi03h5WiFE57lSYC6IsOawQ2/3sA7f79Djp5Dz4ieLLl5CUtvWcqQZkPw98grsmxNRN39KqYFzdC2PY6SedQxhhHcA9sVs7EN2opofCuo5kqJ3S0SEtCuuQbtpZdQ8oqpG/37Y9u4EdGzZxUHJ0mSJEmSJNUWMjEkSdXIA5c+QJhvGEdTj/L5P5+7drJqRjQYCoBiS0U5vbICIqxBNA3jhRfQFy9GNGgAgJKZifbii5g6dUJZuPACA9ReF6pDVHg5WuGEZ3kSoKV1OuM0A2cMZGHsQrxMXvx07U8su2UZfRv3PXeQLRP1vzcxLWiBtmsyivVcsXGjwVBs/WLQo1ciwoaDUrN+3Sl//21fOrbIXnNMKAr6iy+iz58PoaFVHJ0kSZIkSZJUm9Ssd8qSVMt5mb14sdeLALy+9nXSclwrIm0UWE6mHL+4upOVRPTpg23rVvRx4xyzh5TYWEzXXIN2zTUQG1u1AVaBiq5DVF6xibH0+a4Pm09sJtgrmCVjlnB96+sdHcYwbCgHv7S3nN/5IootFQChaBiRN5E7cDN6zzmIuldU4aMoIyFQp05Fi45GiYuzbwoJQV+4EOPFF0HTqjhASZIkSZIkqbaRiSHpolRVBXRL0zHq9g6307xOc85mneX9je+7NL6oPwihegCgHpsHwihLmLVPnToYU6di27ABo8ASHHXhQkwdO6K++CJkZFRhgGVXWcu6KsPehL08s/QZenzdgwNJB4gKjGLlbSu5LPwy+wFCoMT/jmlJR0xbHkDJPmHfjIoRdSe2If+hX/YtBF5ShY+iHJKT0UaORHv6aRSbDQCjZ09smzYh+vev4uAkSZIkSZKk2komhqSLUlW04O6waiIv7JlNh1UTz3ucSTUxqfckAN7f8D5nMs6U/k5Mvoh69g+QSvZxlMTNZQ23durQAX3ZMmzffYcICwNAsVrR3nwTU/v2KHOrfpaVq+3m3bGsq7T3eTrjNBNiJjBoxiC6ftWV5h83J+jyFbTuvIa1/sllum8hBL/99xuDZgyi/WfteX/j+6TkpNClQRdW3baKFsEtAFDOrEJb3gvT+lEoafsc5xvh12C7cht6l0/Bp3GZYqgWtm7F1L076h/nCsfrTz2FvmQJ5P2sSpIkSZIkSVJFkIkhSaokCdZ04lt4kmBNv+Cx17e+nk71O5FmTePdDe+6dD9G+NWO68rxi7c7WYkUBTF6NLadO9GffhphthcjVuLjMd1wA+pjj1VpcerKXualjRqN+vE0tFGjSzwmOTuZiSsn0nJaS6asn8KKIyvYfmo7R1KOkGrS2eedSf9L/uGrrV+5dN8Z1gzGzBnDTb/fxIojK1AVlWHNhzFn5BxW376aer71IPlftNVXY1oxADVxo+Nco24vbNGr0S//BfxblfnxVzkhUD//HFOvXigHD9o3BQVh+/13jNdeA5OpigOUJEmSJEmSajuZGJKkakhVVJ7s/iQASw8tdelcETYckffUVo9V/QyYasvXF+PVV7Ft24YxeLBjszZtGlqfPnDgQBUGV4lSUojOzIKUFACUWb8SfuQIyqxfybBm8Na6t2g5rSWvr32djNwMLm1wKV8O/5J5o+ax5vY17Nh8GTecqUeuKhj35zgeXfwouXruBe/2YNJBen3bi1//+xWTauKZy59h3wP7+P3G3xnabChaVhzaxrGY/uqKevJPx3nCvy22nn+g912KCL6swr4slSI9He3229EeegjFau8iaHTtau86NmxYFQcnSZIkSZIkXSxkYkiSqqkeDXsAsPP0TrJys0p/okcIou7lAChpeyF1T0WEV3s0b47+xx/Ypk1DeOTVZ/rnH0zduqHMmuV0qKvLvGoiceMNHGkUzsdRp2n1SSteWPECSdlJtKnbhl+u/4V1d6zjtktu48qmV9ItvBttMn2ZufcSXj7UBIBPtnxC92ndWXN0DUKIYu/jr4N/0ePrHuw8s5N6PvX4a8xfvNL3FSIDIu2t57c9jWlRO9QjM1CwjyG8I7F1/QrboM2IBkMgvxB1TbVvH6YePVBnznRs0h96CD0mBho1qsLAJEmSJEmSpIuNTAxJUjXV0K8hod6h6EJn+6ntLp0rCnQnU4/Pc3dotY+iIO6+G9vatYjmze2b0tIwjRmD+tBDkJ0NVPwyrw6rJrK0fuIF61BVlFw9l2+3f8t3/t/x2JLHOJVxiiaBTfj6qq/ZcvcWrml5zbnOYAUoKEyIi+K3G37Dz+LHjrQdRP8QTbvP2vH2+rfZl7CPufvm8vTSp+k+vTvDZw4nKTuJbmHd+PvOv7ki4gowclH3f4hpYWu0/VNRDPsMGmGpg97hLWyDdyIa3wpKLejKtW0bpn79UPbuBUD4+WH76SeMd98Fi6WKg5MkSZIkSZIuNjIxJEnVlKIodAnrAsDmE64VkTbCRpwb55isM1Rql1xi71x2882OTdrnn2Pq2ZOrfnyoSNLG3TOIXKlDVRbaqNFog4cQvWu3U02hbEXnkwbxtP20LfcsuIdTOacI8w3jo8Ef8e99/zKm3Rg0tYSETEAAGDoEBDCixQjWjV3HJfol+Jh92J+4n+djnqfdZ+244dcbmLpxKv+c/AeB4K6Od7HslmWE+4ahHJ+PaXFHtG1PouQmASA0L/RW47EN3YvR4jHQPCvka1LZlPXrMQ0ciHLGXlRetGuHbcMGxPXXV3FkkiRJkiRJ0sVKVrWUpGrs0gaXsjB2ocuJIXybIgLaoaTsRE3ciJ51HLxkZ6NS8fVF//prjL590R59FCUrC+Xff5k17j/GPxzNr83PzehYsWKFW7qCVZUMawZfhR/lnYZHOeGRAykQ6h3Kkz2e5P7O9+Nl9rrgGPrPM51utwxuyTDbMJ565Cl+/e9Xvvn3G9bHr6d13db0iujF/MyT5HgFM8/iTcLKR/nNdBj19HKnMYxGt6K3/x94hbv18VY1ZdkytOuvR8nMBMDo0QP9jz8gMLBqA5MkSZIkSZIuajIxJEnVWJcG9hlDW05scflcI/xqtJSdAKjH52M0vdetsdVqioK44w5sXbpguvlmlD178M3K5eO3FtNjexxcngne3lUdpcvykzgLJ45n7cAAPvy4GQlNEwCIyPbgyaveZGyHsaVKCJVEGzWaaF0n8LZ7GPvzTMZ2HItu6I4ZR3OWPkm4yOKZzOXclLPLadqqUbcnescpENS5zPdfXSl//IE2Zsy5ItMDBqDPmgU+PlUcmSRJkiRJknSxk4kh6aLVt2/fqg7hgi5tcCkA+xL2kZqTir+Hf6nPNcKuQtv9KgDKsbkgE0Oua9cO2/r1aI8+ivrddwDcsng34oorsP34Y8Xff0AAy3WdaM09dXXSctJ4a/1bTLNMI2dVDgDNsrx4Jj6KW0/WQ/vfA+W/k5QUok0KeGainF0LWccwZx6DrOMoWfHMS11HW/0sPpzrXCZ8otAveR0Rfm3NLypdDGXGDLS770bRdQCMq65CnzED8oqdS5IkSZIkSVJVkokh6aJVE5YAhfqEEukfydHUo/xz4h/6Nu5b+pMDOyK8I1Eyj6KcjoHcFDAHVFistZaPD/qXXzKhfiIT31+El9WGsmsXph496BQd7da7Crb44rsrkfS2dQD7DB8jJga9lD+r+bN1tFGjiyzxOp1xmuEzh7Pt1DZQoG1IW8ZfPp5RT36NSTWD0NFLcyd6DmQcRMnKS/ZkxjuSPkrWcbh5F4qXPemjxhSNu1uB66lY8LlkMkazh0CrnUkS9bPP0B5+2HHbGDMG/YsvwCR//UqSJEmSJEnVgyw+LUnVXP6sIZfrDCkKRpi9O5kiclFOLHJ3aDWaq4WjX35lNp/ePhbRti0ASmYmN86fj3b33ZCR4ZaYtveezICTddjee7Jjm0sJzJQUojOzICXFafPh5MP0/b4v205tI8Q7hOtyr2PL3VsY3XY0ptL+GtCzUPdMwTQvEvPiDphWDcW06W60XZPQDn6OemIhSvI2R1LofM4oXnzjcQk9Am7FaPlk7U0KvfWWU1JIv/9+9K++kkkhSZIkSZIkqVqRiSFJqiTBFl8a7ssm2OLr0nll7UwGhdrWy+5kTsrSev5M3brY1q7FuPNOxzb1u+8w9egBO3e6JS5Xljjm2HJIyU457zG7zuyi73d9iU2MpVFAI1bctoKWRktUpZQv/0JHOfwdpj/boe2Y4OgaVuyhigmR7oE4HYA4FIre/GEmeV3BAz6DucbvBrr530Zk4Dg6BN3LBJ9+nFVrXp2mUhEC9fnn0V54wbFJf/ppjKlTQZW/diVJkiRJkqTqRf7ZUpIqUExMjGPGx/bek5m4bCKTx02+wFnO8gtQ/3PiH5fvX9TtibDUQbEmopxcZF8GVEtnZ1Qab2/0Tz/F6NMH/Z578LBaUfbswXTFFejvv4+4445y1ckp7Qyhg0kHGTZzGAeTDtKxfkf6R/VnUGAi7bL8OWLJYN+unziQeIAPN31IUnYSbeq2YcFNCwj3K9Tpq6Q6RkKgnFqC9u9zKCnnkl4CBRF+FcKvJXiFI7zCwKuh/X/PULQhw0HVwNAxnnmHT84+iZaXhNKFAYB7KiZVU4aB+thjaJ9+6tikv/IKxjPPVGFQkiRJkiRJklQymRiSpArkjnbmnevbOzQdTjnMmYwzhPiElP5k1YRoMAzlyPcotnSU0zGIBoPLFU9t0GHVRHzrJ/LV0icJtvg6lm4VTORdiLjpJj5au5Yn/v4b5d9/UbKyMN13H8aKFegffQR+fkXOKW58V+4z364zuxj601BOpJ8AYOvJrWw9uZUplxQ46I/bHVcvC7+MP0b+QR0ve+2igrOSiq1jlPQP2r/PoZ52Xm5nNBiK3v4VCGjnUrwXDZsN7Z57UGfMcGzSP/gA4/77qzAoSZIkSZIkSTo/Oaddkqq5AM8AmtdpDsCWk2VpW39uOZlyfK7b4qrJEqzpxLfwRFNUEqzpju2uLi9LCA7GtmYN+r3nOr6pP/2EqXt32L69yPHFje/qfW45sYUBPwzgRPoJ2oa0ZdNdm5g+Yjpj2o2hQY4FgLAcD3pF9CIg9BIivHqQHNnTkRSCorOSHLczjqD9fSvmpd2dkkJGUBdsff5C7zlHJoVKkpODdtNNjqSQ0DRs06fLpJAkSZIkSZJU7cnEkCTVAPnLyTYfL0OdoXoDEZoXAOqxeZC3nEdyE09PjI8+wjZjBiJvlpCyfz+mnj1Rv/gChHDbXa06sopBMwaRkJVA17CuLLtlGR3qdeCW9rfw9VVfE7ehJ1lrBxC3oSfLbl2GR+M+2C7pRpJuPf/AtnTUnS9hWtQONe5nx2bh0wRb9xno/dciQvu47XHUOlYr2g03oP5hr+MlLBb0n35C3HJLFQcmSZIkSZIkSRcmE0OSVAPkJ4bKMmMIkzei3gAAlJxTKAkb3BmalEfceCO2DRsQnToBoOTkoD34INott0BqapHjO6yaSMOlT7K0fiIdVk284Ph/xv7J8J+Hk2ZNo2+jviy6aZHTLCAAJSCQNV4+EBBQyqANlMPf2wtL//cGipFj32ypi97xPWyD/0VE3Fiumkm1nmGg3Xkn6uLFAAhvb/Q5cxDXXFO1cUmSJEmSJElSKcnEkCTVAPmdybYc34IowwwUI/xqx3XluOxOVlYFa/Noo0YTvWs32qjR5w5o1gzbqlXoDzzg2KTOmmVfWrZ1q9NYCdZ0NEUlvoWn03K24vyy+xeu//V6sm3ZDGs+jLmj5uLnUbSGkf7zTJa3bYP+88wLPhbl7Hq0ZT0xbboLJfs4AEIxo7d4AtvQ/zCaPwiq5YLjuCrY4osujDJ16Kt2hMD09NOov/xiv+npiT5/PmLAgCoOTJIkSZIkSZJKTyaGJKkG6FCvA5qicTLjJMfSjrl8vmgwDJH3dFePzXXr8qaLiVNtnpQUojOzIKVQu3gPD4z338c2cyYib+aOEhuLqVcvum/e7PLX/qutX3HrnFuxGTZGtx3NL9f9gqfJs+wPIjMO7e9bMcX0QU06tzTRCBuO7cptGB3eAHMpZxyVwfbek4kf8A4DTtZxFP2uqUKnT8c0bRpgrymk//gjomfPKo5KkiRJkiRJklwjE0OSVIViYmIufBDgbfamTUgbADafcL3OEB7BiJBeACjpsZD2n+tjSC4R112HbeNGjC722V6K1cpVf/2FdsMNcObMec9Nzk7mnxP/8L9V/2Pcn+MQCO7tdC/fXPUNZs1c5piUg9OL1hHyb4ut95/oV8wGv+ZlHvtio33zDQ0+/NBxW//0U8Tw4VUYkSRJkiRJkiSVjUwMSVIVcqUjlaMAdVkSQ4Ao0J1MPSa7k5VbQAAY+vnr+URFoa9Ygf7II45N6rx5mDp3pv+mw06Hbju1jYE/DKTeu/UIfTeU7l9355U1rwDwZPcn+XDwh6jKhV+yCy53K0iJ+wXTlvtR9CwAhCUYvfOH2AZuQtTrf8FxSy0ggOXeXhesc1RSnDWBMm8epgcfdNzWX3kFcfvtVRiRJEmSJEmSVFHeffddoqOjiYiIoHnz5owZM4b9+/c7HXPq1Cnuu+8+WrZsSXh4OH369GHuXOfPXElJSdxzzz1ERkbSqFEjHn74YdLTz19SorLIxJAk1RCOAtTHy1CAGjDCCratn++WmKqz883GCrb40nBfNrowylznRv95JvqiP89bzycmJgYsFowpU7D99hsZXvbucMqpU/w4cR6vfbQcr+xcss/upc+3fVh5dCVJ2UkA1POpR4+GPfho8Ee8Hv06SikLQBduRQ9weW482sY7z8Xe5G5sQ3ZjNL0PVJMrD/uCSlvnqLg4awJl7Vq0MWNQDHt3P9tDD2E8/XQVRyVJkiRJkiRVlHXr1nH33XezZMkSZs+eTW5uLtdddx0ZGRmOY8aNG0dsbCw//vgja9euZcSIEYwdO5Z///3Xccw999zDnj17mD17NjNnzmTdunU89thjVfCIipKJIUmqIsUWLz6PHg17ALA2fi2ZuZmu36FPI4R/WwCUxE2Qc9b1MWqQ883G2t57MgNO1iF+wDsVWuemYAxixAim3n03xpAhjm13LNjB4nu+pMXqJWTZshjcdDCb7tpE4lOJxD0ax8rbVnJv53vLfP/BFl96HzjOtxkLUQx7y3oj6k6Mzh+DJajM4160du5Eu/ZalOxsAJIGD8b25puya5skSZIkSVIt9uuvv3LzzTfTunVr2rdvz7Rp04iPj2fbtm2OYzZu3Mg999zDpZdeSuPGjXnqqacICAhwHLN3716WLVvGBx98QJcuXejRowdvvvkms2fP5sSJE1XzwApw75+Kq5Cu607/S1J1IIRw+pkseFtLTiFaU0E3SvVz26pOKyL9IzmaepSlB5cyrNkwl+NR6g3ClLoLBYE4vgg9fCRQO583hb/2pdl/oXPKE4P5pjF003XIykHv0BH2/oeWnUOzs1bWfQUxt/Tkisdnolk8APd8T/7pdCfZcZ3xF/Y29Hq9weR2mAp5s10qSpGf+wL7auzP2pEjeAwbhpKcDIAeHU3cyy/TVAioqY9JkqqAfL8mSWUjnzuS5LqSnjf5XZ5TU1OdZuV7eHjg4eFxwXFTU1MBCAo694fWbt268fvvv3PllVcSEBDA77//Tk5ODj3zGpNs2rSJgIAAOnXq5Dinb9++qKrKli1bGF7FtSprTWLo4MGDAMTGxlZxJJJ0jtVqZe/evcXebq3rIAwwhNMx53N58OUcTT3KjM0zaKY3czken9w25J+Vsf9XjmZ1Bmrn86bw1740+wtv2759Ox06dHBLDK0SE6jjl8mEqNP8ctkpTL1y+GE2dDsOZgMGfbeGjG29OfTqq1gjIsp8n/lUPZVmh+4k0JIGQKZnGw4EvYSx/0C5x76Qgo/bZrOh5dVG0oVR6p/16sSUmEjTu+5CyftrTmabNhx4+WWE2VwrnzuSVBnkc0eSykY+dyTJdYWfN4qi0KhRI9q1a+dU42f8+PE8++yz5x3LMAyee+45LrvsMtq0aePY/vXXX3PnnXfSpEkTTCYTXl5efP/99zRp0gSw1yAKCQlxGstkMhEUFMSpU6fK+xDLrdYkhpo0acKBAwdo1qwZmqZVdTiSBIDFYqFly5bF3jZpGuTNGCp4zPmMsYxh5qGZrD+7nuYtmpeqGLETowki/gkUWxqBWRuxNI0i9sChWvm8Kfy1L83+wttmzpzJyJEjyxWDGqLy63+/8utlm9ntc24dsre/N+++NZgxnxxi+PrtKIaBz7//0mr0aGxTpqDffnvZlyjpOZjXXoWWY/8laPg0Qe3zJ809Q8v8WFzh9HN+3OT4OVVE6X/Wq40zZ7CMGYN66BAARrNmqIsW0aROHWJjY2vlc0eSKpKu6/K5I0llIJ87kuS6kp43QgisVis7d+4sMmPoQp566in+++8//vzzT6ftr776KikpKcyZM4c6deqwcOFCxo4dy8KFC2nbtq37HlQFqTWJofxvtKZp8sVSqjYURXH6eXS6reT9o1Dqn9m+jfvia/HlZMZJtp/eTpewLq4FpGmIev1Rjs1BsZ7FlLoNCKiVz5vCX/vS7D/v98tFC2MX8o3lG9744g37Bh+wGApDkkIYdTqUIV+txsfiw8RdExnyxgdod9yBcuAASkYG5nHj0P78E/2TT6DQXxYuSBhom+5FPbsKgAybF5be89F8GpTpcZRFka9jgX016ufs7FlMw4ah7NoFgGjYEH3BArT69R3Lx2rjc0eSKoN8CM4gfwABAABJREFU7khS2cjnjiS5rvDzJn8pmb+/f6kbvAA8/fTTLF68mIULFxIeHu7YfujQIb744gvWrVtH69atAWjfvj3r16/nyy+/5L333qNevXqcOXPGaTybzUZSUhL16tUrz8NzC1l8WpJqEA+TBwOjBgIwf3/ZOosZ9Qc7rmsnl7glrtpImfUr4UeOoMz61eVzZ+6ayTW/XMtJ9SSgcGWTK5l+9FJ++XcIs3e1Z5S1BT4WH8fx4rLLsG3ahHHnuc5h6ty5mDp3Rin014gLUf+dgBr3i31czYudwW+Ar+vLDsujYCt6d3SAqxIJCZgGD0bZsQMAER6ObckSiIqq4sAkSZIkSZKkyiSE4Omnn2bBggXMnTuXRo0aOe3PzLQ3BlJV5/SKpmmOJFTXrl1JSUlxKli9atUqDMPg0ksvrdgHUAoyMSRJNcyw5vai0wtiF5TpfNHgSsd19dQit8RUG4kbb+BYo0aIG29w6bzvd3zPHXPvAARedVtTt9NdzBs9j1s+XY/XuEdLbnHv64v+6afYfv0VUbcuYG9rb7r6atSHHoIC7TBLou7/EG3fu/b4UdG7/0jnQeNcit8dCrair6wOcG6VmIhpyBCUvPaiokEDe1KoWeUm2CRJkiRJkqSq99RTT/HLL7/wxRdf4Ovry6lTpzh16hRZWVkAtGjRgiZNmvD444+zZcsWDh06xEcffURMTAxDhw4FoGXLlvTv359HH32ULVu28Pfff/PMM89w3XXX0aBB5c3sL4lMDElSDTOk6RAUFLaf2k5capzrA3iFIwLaA6Ak/YPJlujmCKteh1UTWVo/kQ6rJlbq/X6z/Rvunnc3hjAIrNeRtrZehPicWwpWMGGSr+DsGgBx1VXYtm7FyPslAqB9/jmmbt1QNm8u8b6V+N9Qtz3luK1f+hEizPXOdRe9pCS0oUNR8v6aI+rXtyeFmjev2rgkSZIkSZKkKjF9+nRSU1MZPnw4rVq1clx+//13AMxmM7/88gt169blpptuomfPnsycOZNp06YxaNAgxzhffPEFzZs355prrmHkyJF0796d999/v4oelbNaU2NIki4WIT4hdG/YnfXx61m4fyH3XXqfy2MYDQajpexAQeCXvg7o4f5Aq1CCNZ3kFp7o1vQLH+wGNsPGBxs/4Nnl9i4G93e+n/evfJ/JkyYz+YHzz5IpLllEvXrov/+O+PJL1KefRsnMRNm/H613b4znn8d45hkwmx2HK2dWo224AyWvMbzeegKiyd3ue4AXi+RktGHDUP/5BwBRr549KVTTCmZLkiRJkiRJbpOUlHTBY5o2bcp333133mOCgoL48ssv3RWWW8kZQ5JUAw1rVs7lZAXqDPmlr3FLTNVJfl2bgjVtYmJiznvOJ4dj2GFO4pPD5z+usOWHltP1q66OpNDDXR9m6pVTXe8YV5iiYNxzD7aNGzG62IuMKzYb2uTJmHr2hO3b7cel7EJbez2KkQOA0fh2jLaVO1OqVkhJQRs+HDVvVpYIDbUnhVq1quLAJEmSJEmSJKliycSQJNVA+XWGYg7HkGG9cO2ZwkRwd4Q5AAC/9PUgdLfGV9Xy69rk17TRRo1G/Xga2qjRJZ4zrnE/2ucGMa5xMTN4inEg6QDXzbqOwT8NZteZXQR5BjEodxBTBkxxqbvBBbVogb5yJfrzzyPyuikoW7di6tED9aWnMS0fgZKbDIBR/0r0S6eVvc39xSo52Z4U2rgRABESgm3xYsjrKiFJkiRJkiRJtZlMDElSDdSmbhuiAqPI0XNYemip6wOoZkS9/gCY9BSUxE1ujrCaSUkhOjMLUlLcMlxaThp9vu3D/P3z0RSNh7o8xH/j/uNS41KnpFDh+kFlZjZjTJyIvno1om1bIG/20BtTUZ6Kh0NgBHVG7/ETqOYLDCYVpKxdi6lrV9QNGwAQdetiW7QI8r7OkiRJkiRJklTbycSQJNVAiqKUezmZUX+I47p2crFb4rpYzNg5g9OZp4kKjOKfe/7h3UHvEnLHA0Tv2u00K6nY+kHlILp0wfb33+jPjUdoeQmoOBAvgVjWA2yybFyp2Wyokyah9e+PcuQIACI42J4Uat++amOTJEmSJEmSpEokE0OSVEPlLydbFLsIIYTL54v65yrkqyfmQRnGuBgJIZi2eRoAj3Z7lNZ185YbuXlWUoksZpShR1D+J6CRfZNigPbOx/bOZXkzX6TzOHgQrV8/tNdeQzEMAIyePbFt2ACXXFLFwUmSJEmSJElS5ZKJIUmqoa6IuAKzauZkxkmOpBxxfQCvBhh1ugOgpu5COVuzi1BfqLh0WRS3FCzmcAx7Evbga/Hllva3uP0+L0Td8Tzq0ZnQGMSrnujP3I3I61Cm7NmD1rs36jPPQGZmpcdW7QmB8sMPzkvHNA198mT0v/6CyMgqDlCSJEmSJEmSKp9MDEn/Z+++w5sq3z+Ov5N0AWWVWfYolL33kiEIiAsHICqgIH5xIwgyxYGAigNBEBcqCKjoD2VvEJA9ldFSQEbZo3TRNjm/PyrRLtqkSdPxeV1XLzjrOfdJ8iQnd54hOZSflx/1SiW2bthx1rkxghKq/jvVvTl0ukvi8pT169cnWU6S1ClcmLX580HhwqlvT2Ndal3Bpu9KfJwer/s4hXwLORuuU8wh07EceR8AAzPWNnOxvTWDhG3b/p25zDCwfPghXk2aYPo9Zyf7XOr6dSxPPIHXk09iunEDAKNKFawbNmB77TX4Z2BvEREREZG8RokhETex9OqdYswZV2sa2BSAneE7nTreVrYn8V7FATCd+T+IPuWy2Dztv0kd64L5rK1dC+uC+aluv926/zpx7QRLQhLHdPpf4/+5KNKMMZ1ehHnvUPuyrdHHGGXuSVyoUwfrxo1YJ07E8PVN3D80FK+OHTG/9BJERmZprNmNacsWvJo0wbxggX2d7fHHSdixA6NZMw9GJiIiIiLieUoMibhLFow506RMYisRZ1sMYfbhctEHATAZVsxhs10Vmtu5o+tYej7b8xk2w0anSp2oUbxGlp3XdGkzlm39MJE4DpS1xghsVZ9OupOXF7Zhw0jYuRNby5b21ZYZM/Bq1AjT2rVZFm+2kZCAecIELB07/jvAdOHCJHz3HdYvvoCCBT0coIiIiIiI5ykxJOIpqXRvclTTMokthnaf202CLcGpMi4XfQjDlDiblTnsC7DGOh1PVkredczdYuJj+HLvlwAMaTIk604ccQjL7z0x2W4CYKv4GLY6b6S9f3Aw1rVrsb73Hka+fACYTpzAq2tXzEOGQEREVkTtecePY+nYEcvbb/87wHTr1iTs3InxyCMeDk5EREREJPtQYkjEXdJJ/KTWvclRwcWCKehTkOj4aA5dOuRUGQneJbCVfQAA082LmE794HQ8WSV5N736G8ezuvQV6m8c77ZzLvxrIVdirlCxcEW6B3V323mSiDmL16Z7MMVfBcBWqjPWJrPAZLr9cRYLthdeIGH3bmzt2v27+vPP8WrQANOXX7p/9jQPMs2dm9h17I8/gH8GmH79dayrV0PFih6OTkREREQke1FiSMRNXJH4SY/ZZKZxYGMAdp51bpwhgISq/46XYw6dkf2nrk/WTe9yXCSnq/txOc49Y+kYhsH0nYmDTg9uNBiLOQsGKo6PwGvTvZii/06MoUgDrC3ng9k742VUrYp15UqsH3+MUaAAAKbTp/F65hm8ypfH0rcvpqVLIT7eHVeQ9W4NMD1gQNIBptevxzZqlAaYFhERERFJhRJDIm6UfJar1GbCyqxMjzMEGAEtMIo0BMB8dRemK9tdEltu8ceZP9h7fi9+Xn4MqD/A/Se0xWHZ0gvT9f0AGPkrktDm/8DbiTFxzGZszzxDwp492O68077aFBuL+Ycf8Lr/frwqV8Y8bBjs2ZP9k4JpMG3dmjgN/fx/E7G2xx4jYft2jObNPRiZiIiIiEj2psSQiBsln+UqvVmvnHFrZrId4c4nhjCZsFZ71r6Y06eud7UZO2cA0Lt2b4rlL5b6Ti4YMwoAw8Cy42nMF9YkLvoEkND2V8gXmLlyK1XCumQJCZs3Yx0yBKPYv9dhunABy8cf4928OV4NG2J+9VXMs2djWrcOTp+Gf8bocZY7EqJ2CQmY33gDS4cOmE6cAP4ZYPrbb7F++SUUKuS+c4uIiIiI5AJeng5ARDLn1gDUBy8cJDo+mvze+Z0qxyj/CMa+kZjiLmE69RPUnwJ+pV0Zao4UHhnOT4d/Am4/Rb11wXzWjh/PHRMmZOp85oNjMP89DwDD7Ie19c9QyEUzoJlMGE2bYjRtim3KFEwrVmD+7jtMS5ZgiotL3OWvv7D89VeSw4x8+aBqVYxq1TCCgjCqVYN//k/JkumOeeSOhCiQOMB0//6Yt261r7K1bo316681lpCIiIiISAYpMSSSw5UtWJZA/0DCI8PZe24vrcq3cq4gix+2Kk9iOTwFkxGP+dhsbLXHujbYHOjzPZ+TYEugVblWNCzd0K3nMofOxHL4XQAMTFhbfINRvGU6RznJxwfjnnuw3nMPXL2K+ccfMc2di3nLlhS7mmJi4OBBTAcPpthmFCyIUaMGRosWiX+tWkHZsu6J+b8xzZuH5YUXMP0zy5phsWAbMwbbiBHgpY82EREREZGM0t2zSA5nMploUqYJvx79lR3hO5xPDAG2qoMxH3kfk2HFHDYbW80RYPZxYbQ5S5w1jtm7ZwMZm6I+M12mTGf+D/OeF+3LtoYfYpS93+nyHFK0KLZBg2DQIKxnz2I6fBhTSAiEhmIKCUn8//HjmBISUsZ94wamHTtgxw6YNg0Ao0IFe5LI1rIl1K2b+WRNbCymvXsxbduGac0azMuX2zcZlStjnTMHo0WLzJ1DRERERCQPUmJIJBdoGtg0MTGUiQGoAchfHqPMvZjO/Iwp9hym04swKvR2TZA50M+Hf+Zc1DkC/QO5P/j+dPd3tsuU6dJWLH88jonEgZ+tNYZjC0q725pblSmDUaYMRseOSdcnJMDJk4mJotDQJEmjW2P73GL6+29Mf/8NCxdiAYwCBTCaNcNo2TLxr3lzKFIk7RgMIzERtX174t+2bYlJoVRmT7P17Yv1o480lpCIiIiIiJOUGBLJ5tatW5duwuHWOEOZmbL+Flu1ZzGf+RlInLremksSQ8605vl016cADGw4EB+Lm1pO3TiCZfMDmGyxANgqPIqtzlvuOVdmeHkljjNUtSop5i27ciUxebN1a+Lf9u2J3c/+YYqKShzIet06AAyTCWrVwnYrUdS0Kabw8MQytm1LPP7ixduGYxQvjvX99zH69HHxhYqIiIiI5C1KDIlkc+vXr083MdQ4sDEAYdfCuBR9ieL5izt9PqN4W4zCdTBdP4j58h9Yr+6Goo2cLi+7cLQ1z55ze9hyegveZm8GNRzknqBiz+G18R5McVcAsJXshLXpZ+kO5pztBARgdOuG0a1b4nJ8PKb9+/9NFG3diun0afvuJsOAP//E8uef8PnnGTqFERyM0bw5RvPm2Jo1g9q1NZaQiIiIiIgL6K5axINcNY13Eb8iVAuoRsiVEHaG76Rr1a7OF2YyYQ16Fq9diV2ZLCHTsTb7wiVx5iS3Wgv1rNGT0v5umJ0t/gZem+7FFH0CAKNwPaytFuSOMZ28vTEaN8Zo3Bieey5x3alTmLZswfTHH4mJon37MFmtqR5uFC2amARq2tT+L0WLZuEFiIiIiIjkHUoMiXiQK6fxblqmaWJi6GwmE0OAUaEPxv5RmOKvYjq1EOpPAt8SLoo0+7scfZn5f84H4Nkmz7r+BFEnsWztg+naXgCM/BVIaLsYvHPxODnly2P06oXRq1ficmQkpp07E5NFe/dilCxpbxFEtWo5r9WUiIiIiEgOpcSQSC7RNLAp8w7OY2d45scZwis/tsoDsBydisl2E3PYF9hqjsx8uTnEV/u+IjYhloalG9K8bHOXlm0KX4pl2wBM8VcBMLyLktD2V8hXxqXnyfb8/THat8dwUas5ERERERFxjtnTAYiIa9wagHrH2R0YRorhgR1mCxqMQWKrDfOxWZAQlekycwKrzcqs3bMAGNJ4CCZXtVyxJWA+MAav3+//NylUoAoJ7VdAoZquOYeIiIiIiIiDlBgSycbqbxzP6tJXqL9xfLr71itVD2+zNxejL3Ly+snMn7xAZYwyPQAwxZzBvG945svMAZaELuHk9ZMUy1eMR2o94ppCbQlYtjyE5fCUf1eVvY+EztugSAPXnENERERERMQJSgyJZGOX4yI5Xd2Py3GR6e7r5+VHvVL1gMRWQ65grfcOhiU/AJawzzGd/tkl5WZnn+5MHHR6QIMB5PPO55IyzfuGYw5fCoBh8sJafwrWlgvBu7BLyhcREREREXGWEkMiuUjTwMTuZC4ZZwigYHWsDT+0L1p2PgPRp1xTdjZ06NIh1pxYg9lkZnCjwS4p03xsFpbQ6QAYJm+s7ZZgq/6SBlcWEREREZFsQYkhkVykSZkmgOtaDAEYlfphK/cQAKb4q1i29Qcj9WnGc7qZu2YC0KNaDyoWrpjp8kzn12De85J92drkU4ySrpuJTkREREREJLOUGBLJRW4NQL373G4SbAmuKdRkwtp4Bkb+CgCYL23CfGiSa8p2kWI+/pQ7GksxH3+ny4i4GcG3B74FEgedzrQbRxKnpP8niWYNHopR6YnMlysiIiIiIuJCSgyJ5CLBxYIp6FOQ6Pho/rr0l+sK9imCtfk3GP+8ZZj/egvTpa2uKz+T9rWbwJ3nAtjXboLTZXy7/1si4yKpUawGHSplslVP3BW8fn8AU/w1AGyBd2Or+3bmyhQREREREXEDJYZEchGzyUzjwMYA7DzronGG/mEUb4Wt1mgATIYVy7Z+EH/dpefwFJthY8auGQAMaZLJKept8YkthSJDATAK18Xa/BswWVwRqoiIiIiIiEspMSSSy9waZ8jViSEAW83XsBVvDYAp+gSWXc+CYbj8PKlZt26d28pefmw5IVdCKORbiMfqPuZ8QYaBec+LmC8kxmr4liSh9SLwLuiiSEVERERERFxLiSGRbCazCZBbM5PtCHfdANR2Zi+szb7G+GeadfOphZhOfuv686Ri/fr1bik3Ki6Kl1e+DMBTDZ7CPxPjFJlDp2MJ+xwAw+yDtfWPUCDzg1iLiIiIiIi4ixJDItlMZhMgtwagPnjhINHx0S6IKJkCFbE2/tS+aNn9ItwIcf15ssi4DeM4fu04FQpVYEybMU6XYwpfjnnvMPuytcksjGItXBGiiIiIiIiI2ygxJJLLlC1YlkD/QKyGlb3n9rrlHEb5h7BVHgCAyRqFZdvjYItzy7ncacupLXyy4xMAZnSfQUFfJ7t8RZ/G8sdjmLABYK0xAqNiX1eFKSIiIiIi4jZKDInkMiaTyT7OkFu6k/3D2mAqhn81AMxXd2M+PMVt53KHmPgYBi0ZhIFBv3r96FKli9NlWQ6Ox5QQAYCt7H3Y6jg/O5qIiIiIiEhWUmJIJBeyjzN01n2JIbwKkNDiO4x/ZtsyH5oEEYfdd77/KlyYtfnzQeHC9lXt27d3qIg3f3+TkCshBPoHMqVTJpJaV/dgOvkdAIZ3EaxNZoFJb60iIiIiIpIz6NuLSC50a5whd8xMlkTRhtiqJw7cbLLFYdk1BAyby09Tf+N4Vpe+Qv2N4wGwLpiP7dkhWBfMt+/ToUOHDJe3K3wXU/+YCsAnXT+haL6izgVmGFj2j8RE4sxstlqjwCfAubJEREREREQ8QIkhkVyocWBjAMKuhXEp+pJbz2WrNQajQBUAzJd+x3T8K5ef43JcJKer+3E5LtK+zpFE0H/FWeMY9NsgbIaNXrV6cU/1e5yOy3Ru+b9T0xeogq3q/5wuS0RERERExBOUGBLJhYr4FaFaQOL4PzvD3dxqyCs/1sbT7YuW/SMhJty958yEyVsmc/DiQUrkL8EHXT5wviBbQuK1/sNa9y2w+LogQhERERERkayjxJBILnWrO5lbxxn6h1GqE7aKjwNgir+OZe9Qt5/TGfsv7Oedze8A8GGXDymev7jTZZmPf4Up4hAAtoDmGOUedEmMIiIiIiIiWUmJIZFc6tYA1LvCd2XJ+az1J2P4JCZazKd/wnT2N/u2devWZUkMt5NgS+Dp354mwZbAfdXv46GaDzlfWPwNzH/+O/OYrf4UMJlcEKWIiIiIiEjWUmJIJBsr5uNPuaOxFPPxd/jY/7YYMgzD1aGl5Fsca4P37IuW3S9A/A0A1q9f7/7zp+ODbR+w+9xuivoV5eOuH2PKRCLHfOQ9TDcvAGAr1xOjeEtXhSkiIiIiIpKllBgSycb2tZvAnecC2NduQvo7J1OvVD28zd5cjL7IyesnXRpXWi2AjAp9sJXqAoAp5jTmg+Ncel5nHb50mDc2vgHAe53fI9A/0PnCok9jPvohAIbJO3FsIRERERERkRxKiSGRXMrPy496peoBrh9nKM0WQCYT1sbTsJI4CLM5dAamy9tcem5HWW1Wnl7yNDetN7mryl08VuexTJVn+fN1TNYYAGxB/wP/IFeEKSIiIiIi4hFKDInkYrfGGXL7zGT/VaAyK8JbA2DCwLLzGcxYs+78yczYOYM/zvxBQZ+CTO82PVNdyLi2F9OJbwEwvItgq/mai6IUERERERHxDC9PByAi7tOkTBPYnTUzk91Sf+N4CntXpaLXX9ROOIcp4k/alnB+9q/MOHb1GGPWjwFgUsdJVChcwfnCDAPLvpGYSByvyVbzNfAt5oowRUREREREPEYthkRysSaBTQDYfW43CbaELDnn5bhITlbPz4v57sD45y2mY4nf4UZIlpz/Fpth439L/0dMQgztK7bnqYZPZao807nlmC+sBcAoUBlb0BBXhCkiIiIiItnY1KlT6dixI+XLl6datWr07duXkJCU3222b9/OvffeS9myZalQoQLdu3cnJibGvv3q1asMGjSIChUqULFiRZ5//nkiIyOz8lLSpMSQSC4WXCyYgj4FiY6P5q9Lf7mkzPobx7O69BXqbxx/2/0OeJXEVv1FALzNViz7s7bb1Rd7vmD9yfXk987Pp90/xWzKxNudLQHL/pH2RWvdt8Di64IoRUREREQkO9uyZQsDBw5k5cqVLFq0iPj4eHr27ElUVJR9n+3bt/PQQw/RoUMHVq9ezZo1axg0aBBm87/fQQYNGsThw4dZtGgR8+fPZ8uWLbz00kseuKKUlBgSycUsZguNAxsDsPOsa8YZuhwXyenqflyO+ze7ndYsZbba4zBi/AAwn10M1/a7JIb0/H39b0auTUzkvHnHm1QtWjVT5ZnDPsMUcQgAW0AzjHIPZTpGERERERHJ/n788UceffRRatasSd26dZkxYwanT59m79699n1Gjx7N4MGDefnll6lZsybVqlXjgQcewNc38cfkI0eOsGbNGj7++GOaNGlCy5YtmTx5MosWLSI8PNxDV/avXDPGkNVqTfKvSE5lGEaS13HyZUc1Lt2Y9SfXs/3MdvrV7Zdkm7P1xkh2/Lp162jXrl3K7SY/LHvLY2qZ2NTSfGgS8c2+dfwiUjlnmvsZBkOWDuFG3A1alG3B4IaDM/X4maKO47V/lH05vu47GDab0+VJ7qDPHBHnqO6IOEd1R8RxadUbw0j8ZhEREZFkYhpfX197Iud2IiIiAChatCgAFy9eZOfOnTz88MN06dKFEydOUK1aNcaMGUPLli0B2LFjB4ULF6Zhw4b2ctq3b4/ZbGbXrl306NEjE1eaebkmMRQWFgZAaGiohyMRyZy4uDiOHDmS5rKjyhhlANh8YnOa5ThSbxISErCYzFgNm728/8aYfHvNv0rjXf8EpvzxmE//xAm/vtz0rezQNaR2zrQs/nsxK4+vxMfsw4gaIwgNycR7gmGj6olB+FqjAbhU9GHOXCoGl5x/PiR30WeOiHNUd0Sco7oj4rjk9cZkMlGxYkXq1KmTZIyfESNGMHLkyOSHJ2Gz2Xjttddo3rw5tWrVAuDEiRMATJo0iTfffJO6desyf/587r//frZs2ULVqlU5f/48JUqUSFKWl5cXRYsW5fz58y64yszJNYmhKlWqcOzYMYKCgrBYLJ4OR8RpPj4+BAcHp7nsqAKBBXhl+yuERoRSvkp58nvnt2+zWq2EhoY6VG+8znphNpkxGTZ7XP+NMfl2L8MH489KmJqGYMKgWtwPxNf7wqFrSO2cqQmPDGfqsqkAjG07lq5Nujp0nuQsx2bgHb0LAFv+ivi3mU6wd8FMlSm5gzN1R0RUd0Scpboj4ri06o1hGMTFxXHw4MEULYbSM2zYMA4dOsSyZcvs62z/9Cbo378/ffv2BaBevXps2LCB7777jvHjbz82a3aQaxJDt55oi8WiN0vJ0UwmU5LXcPJlR1UoUoFA/0DCI8M5cPEArcq3SrGPo/Xm1tvnrWNSxPzf7SbgcHmMuscx+SVgPrUAS+2x4O/YuD/Jz5mcYRi8uOpFrt28RqPSjXil5StYzJl4L4gMxevgGPuirelsLH5FnC9PciV95og4R3VHxDmqOyKOS15vbnUlK1SoUJLEUHqGDx/OihUrWLp0KWXLlrWvL126NECKH7CDg4M5ffo0AKVKleLixYtJtickJHD16lVKlSrl2AW5gQafFsnlTCYTTcokTlu/I3yHZ4JI8ML4s0JiPIYVy+F3XX6KHw79wK9Hf8Xb7M3sHrPxMmci723YsOwYhMmaOL2kter/MEq2d02gIiIiIiKSYxiGwfDhw1myZAmLFy+mYsWKSbZXqFCBwMDAFF3WQkNDKV++PABNmzbl+vXrSQas3rhxIzabjcaNG7v9GtKjxJBIHtAk8J/E0FkPJYYA/iqH4VUIANOJbyH6b5cVfTHqIi+teAmAka1HUrdk3UyVZw75BPOlzQAYBapgq/d2ZkMUEREREZEcaNiwYSxcuJDZs2fj7+/P+fPnOX/+PDExiT8im0wmnn/+eWbNmsX//d//ERYWxttvv01ISAiPP/44kNh6qFOnTrz44ovs2rWLP/74g1dffZWePXsSGBjoycsDclFXMhFJW9MyTQHXTVnvlDhvbNWGYDk0CZMRj/nw+9gafeSSol9e9TKXYi5Rp0QdRrQakbnCbhzFfHCsfdHa9DPw8s9khCIiIiIikhN9+eWXAClmDps+fTqPPvooAP/73/+IjY1l1KhRXLt2jdq1a7No0SIqV/530p3Zs2czfPhw7r//fkwmE/feey+TJk3Kugu5DSWGRPKAxqUTmyeGXQvjUvQliucv7pE4bNVewHx0GiZrFObjX2KrORLypZ8hL+bjj/+fV4isHZBi2/8d+T8W/rUQi8nC5z0+x8fi43yAhjVpF7Kg5zBKtHO+PBERERERydGuXr2aof1efvllXn755TS3Fy1alM8//9xVYbmUupKJ5AFF8xWlWkA1AHaGZ3GrocKFWZs/HxQuDL7FsVUdDIDJdhPz0Q8yVMS+dhO481wA+9pNSLL+asxVnl/+PABDWwylUWCjTIVqDpmG+fJWAIwCVbHVfTNT5YmIiIiIiGR3SgyJ5BG3upNl9ThD1gXzWVu7FtYF8wGwBb9EvC2xsaL52Gdw8+LtDr+t4WuGcy7qHNUDqjO27dj0D7idG0cwHxgHgIEJa9PZ4FUgc2WKiIiIiIhkc0oMieQw69atc+q4poHZYJwhAL/S7LjSAACTNRrzUefGGVoZtpJv9n+DCROf3f0Zfl5+zsdkWLFsH4jJFgskdnkzSrRxvjwREREREZEcQokhkRxm/fr1Th1nH4A6fCeGYbgwIsdtvNQcw5w4FpA59FOIu+LQ8RE3I/jf0v8B8FzT52hVvpXzwRgG5oOvY76yLXHRPwhbnQnpHCQiIiIiIpI7KDEkksNltAVRvVL18DZ7czH6Iievn3TLOdLSvn37JMsRCYWwVeoHgCnhBuaQTxwqb/S60ZyKOEXlIpV54443nA/MloBl1xAshycDt7qQfQFe+Z0vU0REREREJAdRYkgkm7D06o2lazc6/vkXll69M3xcRlsQ+Xn5Ua9UPQC2ntnqUGzOtlK6pUOHDinW2WoMxzBZABITQ/ERGSprw8kNzNo9C4CZ3WdSwMfJcYDib2DZ3BPz8S/+jan+FIziLZ0rT0REREREJAdSYkgku7h+HcwWOkbHJP7fDe6oeAcAK46tcEv5kDi1fLmjsRTz8b/9jgUqYVTsC4Ap/lpil7J0RMVFMXhJ4qxmgxoOokOllAmnDIk5i9f6TpjPLQfAMPuQ0PwbbNVfdK48ERERERGRHEqJIZE85O6guwFYfmw5VpvVLedIa2r51FhrvIrxz9uQ+chUuHn5tvu/vvF1wq6FUa5gOd7p+I5zAdri8Np0D6ZrewEwvItgbbcMo0LGW2mJiIiIiIjkFkoMieQhLcu1pIhfEa7EXGHbmW2eDgcKVseo+CgApvirmP9Me7yg06bTfLz9YwBmdJ9BId9CTp3SfGgypusHADDyVySh4waMEm2dKktERERERCSnU2JIJA/xMnvRpUoXAJYeW+rhaBJZ676JYUkcJ8h8bBb8k7T5r9iEWJZ6LcXA4PG6j9O1alfnTnb9IOZDkwAwTF4ktP4RCtV0OnYREREREZGcTokhkTyme1B3AJaGZI/EEPnKYqs5AgATNix7h4FhJNnlrd/f4rL5MqULlObdO9917jyGFcuOpzEZ8QDYagyDIvUzFbqIiIiIiEhOp8SQSB5zV5W7MJvMHLx40OFp693FVv0ljAKVATBfWIfp7P/Zt4VcCeH9re8DMK3rNALyBTh1DnPINMxXdwJgFAzGVnNUJqMWERERERHJ+ZQYEsljiuUvRsuyiVOyLz+2PNPl1d84ntWlr1B/43j7uvbt2ztWiMUPa/3J/y7uG8GGtYkzp807OA+rYaWyrTL3Bd/nXJCRxzAfTIzPwIS1yWdg8XOuLBERERERkVxEiSGRPKhbUDfANYmh1HTo4Pg08kaZ+7CVTDzOFHUcn8NvYSRE88NfPwBQx1rHgcKscHUP5tBPsWzrh9e6jpisMQDYgp7FKN7S4fhERERERERyIyWGRHKw1FrrZMStcYbWnVxHTEJMpmJwZHr621m3fj3WBu/Zp69vV2Iblv8L5A2fo/Qp5EUto1LGCooJx2tVc7xXN8ey50XMf3+PKTYcSJyFzFY37ZnPRERERERE8holhkRysMtxkZyu7sfluEiHjqtdojYVC1fkpvUm2y9ud1N0jlm/fj0UroutxnD7Oosthl4FYV6pBEZW/xrTlR23L+TmJbw2dsV0fX+S1YbZD1vJjiS0/T/w8ndD9CIiIiIiIjmTEkMieZDJZLK3Gtp0fpOHo0nKVucNEtotZceVelyx/fsWVcT7BpZ1HTGd/C71A+Ov47XxbkwRh4DE1kHWBlNJ6LSFhAcuYb1jORSqlRWXICIiIiIikmMoMSSSR90aZ2jjuY0YyaaHz0r1N46n3OpX/u0SZzJhlLqT6eENKXnMxt3nfEkIaAGAyXYTr+1PYt43AmwJ/xaSEIVl032Yru0BwPArQ8IdK7BVew4joAmYfTxxaSIiIiIiItmel6cDEBHPaF+xPfm983Mh9gL7L+ynUZlGHonjclwkFpOZ09X9sP6nS9wh8yGsQIFy92J0+Ipts9vSPCAx8WM5+gHms79h+BYDkwVT7HlMkaEAGD7FSbhjGfhX8cTliIiIiIiI5ChqMSSSR/l5+dGxYkcAlh1blqmyHJ6ePh02w8Zhy2EAHq71MJh9+L+zXbE2moZhSsxnmyJDMF/+A/Olzf8mhbwLk9BuCRSq6dJ4REREREREcislhkTysG5VE7uTZTYx5Mz09Lez/cm7iDBFUNDqRdeqXe3rbVUHY71jOUbB4BTHGL4lsbZZDEUbujQWERERERGR3ExdyUTysLuq3gXAjrM7uBB1gZIFSno4okQL8x8D4L5LxfHz8kuyzSjRjoSuB8AwABsYNjCsieMImZTrFhERERERcYS+RYnkYWULlqVG4RoYGCw/ttzT4QBgtVn5sfgFAB65WCrtHU0mMFnA7A0WPyWFREREREREnKBvUiJ5XLvS7QBYGro0Q/sX8/Gn3NFYivn4uyWelWErOecbR9F4LzpfDXDLOURERERERCSREkMieVzb0m0BWH18NXHWuHT339duAneeC2Bfuwkuj8UWH8OQZUMAeOxiGXwMvUWJiIiIiIi4k751ieRxtYvUpmT+kkTcjGDzqc0ZOsbVs5ABGIZBxPHVnLlxhuDo/Lx1Isjl5xAREREREZGklBgSyebckYT5L7PJzF1VEgehzmh3MlfPQgYQfW4vcddO4Gvx5ftDdfC3aWx8ERERERERd1NiSCSbczQJs27dOofP0S0ocdr6jCaGXC0u8jwRp34H4N0736W+VznW5s8HhQvb93F3gkxERERERCQvUmJIJLsoXBhs1hQJEUetX7/e4WM6VeqEt9mbkCshHL181OlzZ4SlV286/vkXll69AbBZ47gWugwMG75FqzK40WCsC+aztnYtrAvm249zRyslERERERGRvE59NUSyiVtJENu6dVizOAlSyLcQbSu0Ze2JtSw7tozqxaq772TXr9PRbAGblWNXj3Htrx+x3ryOxacgBSt3xGQyue/cIiIiIiIikoRaDIlkM65uGZPRrmXdg7oDsDQka7qTLS96mZZftSQh5jJm7/wUrX43Zi+/LDm3iIiIiIiIJFJiSCSXy2jXsluJoU2nNhFxM8K+vv7G8awufYX6G8e7JB4bBhPLhdGjzl6uxV7Dq0Bpitfpg3eBUi4pX0RERERERDJOiSERASAoIIjqAdVJsCWwKmyVff3luEhOV/fjclxkpsq/EHWBD7Z9QL3GfzC2UiiGCQY1HETRmj2x+PhnNnwRERERERFxghJDImJ3d7W7AZj35zyXlGe1WVlxbAW9fupF5WmVGbFmBIcKRONntTDrVEOmd5uOyWxxyblERERERETEcRp8WkTs+tXrx4fbPuTXo7+yO3w3jQIbOVXOiWsnmLN/Dt/s/4ZTEafs65sENuHJBk8S+ksoAz6d5KqwRURERERExElqMSQidrVK1KJPnT4AvL7xdYePNwyDF5a/QPCMYN7+/W1ORZwiIF8AzzV5jp0Dd7JlwBYGNhyIL76uDVxEREREREScohZDIjlYMR9//P+8QmTtAJeVOabNGBb8uYDlx5az5dSWFNuvxV4jv3d+fCw+KbYt+GsBM3fPBKBjpY4MqD+A+4Lvw+82s40V8/HnclwkFUPiklxH+/btM38xIiIiIiIicltqMSSSg+1rN4E7zwWwr90El5UZFBBE//r9ARi/YTwB3gUodzSWYj7+/HToJyp8XIHGnzfmQtSFJMddiLrAyytfTjyu3XiWP7qcXrV73TYpdOsaTt/5forr6NChg8uuSURERERERFKnxJBIHrNu3bp093mt9Wv4WHzY8PcGPqzQnjvPBfCcfzke/flRYhNiOXL5CPctvI/I/8xU9tLKl7gcc5l6JevxastXHY5LLYRERERERESynhJDInnM+vXr093n2O5jPN3waQDGbRjHZstmnl3+LAYGvWv3pli+YuwK30WfRX2It8bzy5Ff+PHQj1hMFmb3mI23xdvhuNRCSEREREREJOspMSQiKaxfv55XW71KPq98bD+7nY1eG4HElkRz7p3D/z3yf+T3zs+KsBUM+HUALyx/AYBhLYfRsHTDdMtX6yAREREREZHsQYkhEUlVaf/SPNv0Wfvy1M5TmXDHBEwmE83KNmPeA/OwmCws/Gsh56LOEVwsmNFtRmeobLUOEhERERERyR40K5mIJFF/43j8S1/hl43j2dx6FDbDxt+b/ua5ps8l2a97UHdmdp/JoCWDMGFi9t2z0x1oWkRERERERLIXJYZEJInLcZFcq+6HNS4Sfx9/JnWcxPgN41Pdt1/9flQoXAGLyUKLci2yOFIRERERERHJLCWGRPIQS6/edLRasfTqjXXBfJeU2aGSuoWJiIiIiIjkVEoMieQl16/T0WwBm9XTkYiIiIiIiEg2oMGnRURERERERETyKCWGRERERERERERSMXXqVDp27Ej58uWpVq0affv2JSQkJNV9DcPgoYceomjRoixZsiTJtlOnTvHII49QpkwZqlWrxtixY0lISMiKS0iXEkMiOYilV286/vkXll69PR2KiIiIiIhIrrdlyxYGDhzIypUrWbRoEfHx8fTs2ZOoqKgU+3766aeYTKYU661WK7169SI+Pp4VK1YwY8YMvv/+eyZOnJgVl5AujTEkkpNojCAREREREZEs8+OPPyZZnjFjBtWqVWPv3r20bt3avv7AgQNMnz6dtWvXUqNGjSTHrF27liNHjvDLL79QsmRJ6taty6hRo3j99dcZOXIkPj4+WXItack1iSGr1ZrkX5HcyGIAGGD8+1o3DCPJ6/6/yw1/n0DB0lf5ecM49rQZn+L4tOqN8c+/aZ1DJK/TZ46Ic1R3RJyjuiPiuDS/6xiJ33YiIiKStO7x9fXF19c33XIjIiIAKFq0qH1ddHQ0gwYN4t1336VUqVIpjtmxYwe1atWiZMmS9nWdOnXilVde4fDhw9SrV8+BK3O9XJMYCgsLAyA0NNTDkYi4T/V8+dhoNtHOZnD0yBEA4uLiOPLP/3ue+YYipW6wcO1oFpV9ggsx17lcxQtrzHWOHDlCTasVDBvYDPsxkLTeJCQkYDGZsRo2+z7/PYeI/EufOSLOUd0RcY7qjojjktcbk8lExYoVqVOnDpGRkfb1I0aMYOTIkbcty2az8dprr9G8eXNq1aplXz9q1CiaNWtG9+7dUz3uwoULSZJCACVKlADg/PnzDl2PO+SaxFCVKlU4duwYQUFBWCwWT4cj4h4//cD6CRO4Y/x4gv9Z5ePjQ3Bw4lLk2Xiia+THZsQTHByM11kvzCYzJsOWuGyxgMUM1sRlq9VKaGhoknqT/BiAzp072/8vIqRad0Qkfao7Is5R3RFxXFr1xjAM4uLiOHjwYIoWQ+kZNmwYhw4dYtmyZfZ1S5cuZdOmTWzYsMG1F5CFck1i6NYTbbFY9GYpuZrJZEryGk+x/M+/FouFYj7++P95hcjaAYn7mP7Zw0SSY5LXm/+WAYnNHEUkJX3miDhHdUfEOao7Io5LXm9udSUrVKhQqgNFp2X48OGsWLGCpUuXUrZsWfv6TZs2cfz4cSpVqpRk/yeeeIKWLVvy22+/UbJkSXbt2pVk+8WLFwFS7XqW1TQrmUgutq/dBO48F8C+dhM8HYqIiIiIiEiOYxgGw4cPZ8mSJSxevJiKFSsm2f7SSy/x+++/s3HjRvsfwMSJE5k+fToATZs25a+//rIngwDWrVtHwYIFs0XPjFzTYkhERERERERExJWGDRvGjz/+yLx58/D397ePCVSoUCHy5ctHqVKlUm31U65cOXsSqWPHjgQHB/PMM8/w+uuvc+HCBd5++20GDhyYoS5s7qYWQyIiIiIiIiIiqfjyyy+JiIigR48e1KhRw/73888/Z7gMi8XC/PnzMZvN3HXXXQwePJjevXszatQoN0aecWoxJCIiIiIiIiKSiqtXr7rkmAoVKvDDDz+4IiSXU4shEREREREREZE8SokhkRymffv2t10WERERERERySglhkRymA4dOtx2WURERERERCSjlBgSEREREREREcmjlBgSyUWK+fhT7mgsxXz8PR2KiIiIiIiI5ABKDInkIvvaTeDOcwHsazfB06GIiIiIiIhIDqDEkIiIiIiIiIhIHqXEkIiIiIiIiIhIHqXEkIiIiIiIiIhIHqXEkIgkoQGsRURERERE8g4lhkQkCQ1gLSIiIiIikncoMSQiKbRv397TIYiIiIiIiEgWUGJIRFLo0KGDp0MQERERERGRLKDEkIiIiIiIiIhIHqXEkIiIiIiIiIhIHqXEkIiIiIiIiIhIHqXEkEgup4GkRUREREREJC1KDInkchpIWkRERERERNKixJCIiIiIiIiISB6lxJCIiIiIiIiISB6lxJCIiIiIiIiISB6lxJCIiIiIiIiISB6lxJCIiIiIiIiISB6lxJBIHrdv3z5PhyAiIiIiIiIeosSQSB6nxJCIiIiIiEjepcSQSF5SuDBr8+eDwoU9HYmIiIiIiIhkA16eDkBEso51wXxs69Zh7dDB06GIiIiIiIhINqDEkEge0+E/SSHvPn3pkhCPT/ceUKQw1gXzPRiZiIiIiIiIZDUlhkRymfbt22d4X9P163QwbODlBdevuy8oERERERERyZY0xpBILtNB3cREREREREQkg5QYEhERERERERHJo5QYEhERERERERHJo5QYEhERERERERHJo5QYEhERERERERHJo5QYEhERERERERHJo5QYEhERERERERHJo5QYEhERERERERHJo5QYEhERERERERHJo5QYEhERERERERHJo5QYEhERERERERHJo5QYEhERERERERHJo5QYEhERERERERHJo5QYEsnDjMKFWefvD1YbFC7s6XBEREREREQkiykxJJKHxX8/l5XVqxG39DesC+Z7OhwRERERERHJYkoMiYiIiIiIiIjkUUoMiYiIiIiIiIjkUUoMiYiIiIiIiIjkUbkmMfTHH3/w2muv0aBBA0qWLMnSpUsdLmPt2rV069aNypUrU7NmTQYMGMDff//thmhFREREREREJLubOnUqHTt2pHz58lSrVo2+ffsSEhJi33716lVeffVVmjZtSmBgIHXq1GHEiBFcv349STmnTp3ikUceoUyZMlSrVo2xY8eSkJCQ1ZeTqlyTGIqOjqZq1apMnDjRqeNPnjxJv379aNOmDWvXrmXBggVcuXKFAQMGuDhSEREREREREckJtmzZwsCBA1m5ciWLFi0iPj6enj17EhUVBUB4eDjnzp3jjTfeYMuWLcyYMYM1a9bwwgsv2MuwWq306tWL+Ph4VqxYwYwZM/j++++dzl+4mpenA3CVjh07Uq5cOYKDg1PdfvPmTSZOnMjPP/9MREQENWrUYOzYsbRu3RqA/fv3Y7Vaee211zCbE/NlQ4YM4YknniA+Ph5vb+8suxYRERERERER8bwff/wxyfKMGTOoVq0ae/fupXXr1tSqVYtvvvnGvr1y5cqMGTOGQYMG8dZbb3HnnXdy48YNDh8+TIkSJZgwYQI9evRg1KhRvP7664wcORIfH5+svqwkck1iyGq1JvnXZrPZ/w8wYsQIQkJC+PTTTyldujTLli2jd+/erF27lipVqlCnTh3MZjNz586lV69eREVFsXDhQtq2bYvZbE5SlkhukbzeiEjGqO6IOEd1R8Q5qjsijkur3hiGAUBERAQmk8m+3tfXF19f33TLjYiIAKBo0aJp7rNs2TISEhJYs2YNn332GW3btsVkMlGpUiXMZjOjRo3iueeesyeM6tWr5/D1uZLJuPWo5FCGYRAREcHJkyftT3D79u158803adu2LQDnz5+nT58+LFy4kOLFi9uPHTp0KDVr1mTQoEEA7N27lwkTJnD9+nVsNhu1a9dm0qRJFCxYMOsvTCSLfPPNNzzxxBOeDkNERERERMTtTCYTFStWpE6dOkRGRtrXjxgxgpEjR972WJvNRp8+fbh+/TrLly9PdZ/Lly9To0YN2rdvzw8//MCmTZt44IEHqFq1Ktu2bQNg3rx5fPjhh4SEhLBw4UI6d+7sugt0Qq5pMVSlShWOHTtGUFAQAGXLlrV3Kzt16hQ2my3Fl9+4uDh797MLFy7w8ccf06dPH+6//34iIyN59913mTJlCgsWLEiSSRTJLW5lz4OCgrBYLB6ORiTnsFqthIaGqu6IOEh1R8Q5qjsijkur3hiGQVxcHAcPHkzRYig9w4YN49ChQyxbtizV7REREfTq1QubzcaUKVMAaNu2LYZhUKRIEft+bdq0YdiwYU5emevlmsTQrSf61r9ms9n+/5iYGCwWC6tXr7aPH3RLgQIFsFgszJkzh0KFCvH666/bt1WpUoUGDRqwd+9emjRpkjUXIuIBFotFNxkiTlDdEXGO6o6Ic1R3RByXvN7c6mlUqFAhhxqADB8+nBUrVrB06VLKli2bYvuNGzd46KGH8Pf3p3Tp0oSHh1O5cmXCw8Ox2WycP3/evu+pU6coVKgQMTExlCpVKhNX5xq5JjF0O3Xr1sVqtXLp0iVatGiR6j7R0dEpkka3Xjw2m83tMYqIiIiIiIhI9mIYBq+++ipLlizh119/pWLFiin2iYiI4KGHHsLHx4d58+Yxfvx4XnjhBXr37s3y5cu544472LBhAz/99BNFihRh3LhxVKpUiejo6DQn0MpKuWa6+qioKEJCQjh48CAAf//9NwcOHOD06dNUrVqVBx98kOeee47ffvuNkydPsnv3bj766CNWrVoFQOfOndmzZw/vvfceYWFh7N+/nxdeeIHy5ctTt25dT16aiIiIiIiIiHjAsGHDWLhwIbNnz8bf35/z589z/vx5YmJigMSk0IMPPkhUVBTTpk3jxo0bDBkyhEaNGrFo0SLq1KnD999/T8mSJRk0aBAPP/wwJpOJkJAQBg4cmKEubO6Wa1oM7du3zz6INMC4ceMA6NWrF9OmTePjjz9m6tSpvP7664SHhxMQEEDjxo3tgzy1bduWmTNn8sknn/DJJ5+QP39+mjRpwvz588mXL59HrkkkK9SvX9/TIYiIiIiIiGRLX375JQA9evRIsn769Ok8+uij7N+/n507dwLQqFGjJPvs27ePChUqALBq1Speeukltm7dyrlz53j00UcZNWpUFlxB+nLNrGQ+Pj4cPXqU4OBg9bsVySCr1cqRI0dUb0QcpLoj4hzVHRHnqO6IOC6temMYBjExMQ6PMZQZcXFxnDx5ksqVK+Pllf3a5+SarmQiIiIiIiIiItlFdHQ0zz//PGXKlKFly5acPn0agFdffZUPPvjAw9H9S4khEREREREREREXe+ONNzh48CC//vorfn5+9vXt27fn559/9mBkSWW/NkwOio+Pt/9rsViwWq0ejkgk57Barao3Ik5Q3RFxjuqOiHNUd0Qcl1a9ubUcHx+Pj4+PW2NYsmQJX375JU2bNk3Sba1GjRqcOHHCred2RI5PDN1iGAbly5cnISGBhIQET4cjkmOo3og4R3VHxDmqOyLOUd0RcZw76s0HH3zAG2+8wTPPPMM777xz230vX75MiRIlUqyPiopyWTyukGsSQxaLhePHj1O1alUNyCaSQVarlWPHjqneiDhIdUfEOao7Is5R3RFxXFr1xmazERcX51SZu3fv5uuvv6Z27doZ2r9BgwasXLmSp59+GsDeaujbb7+lWbNmTsXgDjk+MXRrRG+z2YzNZsNsNmM2a+gkkYwwDEP1RsQJqjsizlHdEXGO6o6I49KrN47ODhYZGcnTTz/NRx99xHvvvZehY8aOHcsjjzzC4cOHSUhIYObMmRw5coTt27fz22+/OXR+d8rxiaFbbvUTVL9bkYxTvRFxjuqOiHNUd0Sco7oj4ri06o3NZgPgxo0bScb98fX1xdfXN83yhg8fTpcuXWjfvn2GE0MtW7Zk48aNfPjhh9SqVYt169ZRr149VqxYkeFWR1nBZBiG4amTT5o0icmTJydZV61aNbZv357hMmw2Gzdu3ODvv/+2P8EiIiIiIiIiIsmZzWYqVKhA8+bNOX/+vH39iBEjGDlyZKrH/PTTT7z//vusXbsWPz8/evToQd26ddMdYyin8HiLoRo1avDLL7/Ylx1tznVLpUqVCAsLIygoSP1uRTLIarUSGhqqeiPiINUdEeeo7og4R3VHxHFp1RubzUZ8fDzbtm1L0WIoNadPn+a1115j0aJFSaacz4yEhATCw8MpX768S8rLLI8nhry8vChVqlSmy7n1RFssFr1ZSo5kfmYIXLmSuBAQgG3mjCw7t+qNiHNUd0Sco7oj4hzVHRHHJa83JpOJ+Ph4ChYsmKExu/bt28fFixdp3769fZ3VamXLli3Mnj2b8+fPO1wvDx06RPv27bl8+bJDx7mLxxNDYWFh1KxZE19fX5o2bcq4ceNumzW7efMmN2/etC97sCec5GD2JEwWJ2Bu68oVTGXLAGCcOevhYERERERERKRdu3Zs3rw5ybrnnnuOatWq8eKLL+aKZK1HE0ONGzdm+vTpBAUFcf78eSZPnkz37t3ZsmULBQsWTPWYDz74IMm4RP7+/hw8eDCrQpbc4p8kjBIwIiIiIiIikpaCBQtSq1atJOvy589PQEBAivW33HHHHbctMzY21mXxuYJHE0OdO3e2/79OnTo0adKEunXr8ssvv/D444+neszLL7/MkCFD7MtqMSQiIiIiIiIi2cWRI0fo2bMnFStWTHX7uXPnCA0NzeKo0ubxrmT/VbhwYYKCgggLC0tzn+RTyN2alUxERERERERExN1+++23226vWbMmjRs35qmnnkp1+4EDB/jmm2/cEZpT0h9pKQtFRkZy/PhxSpcu7elQREREREREREQc1rx589u2CPL396dVq1ZZGNHtebTF0NixY+natSvly5cnPDycSZMmYbFYePDBBz0ZloiIiIiIiIiIUyZNmnTb7ZUrV+bXX3/NomjS59HE0JkzZxg4cCBXrlyhePHiNG/enFWrVlG8eHFPhiWSa2XL2dhERERERETEYzyaGPryyy89eXqRvEezsYmIiIiIiMh/ZKsxhkREREREREREJOtkq1nJRCSpx3d+xuW4KIr5FODbJk+nu7+jXcW8n32eWpcvYTaZ1b1MREREREQkD1JiSCQbuxwXRT5fXy7fjMrYAY52FbtyBUu5cgDqXiYiIiIiIpIHqSuZiIiIiIiIiIiLHT16NM1ta9asycJIbk+JIRE3MT8zBPMjvRO7d4mIiIiIiEie0r59e2bPnp1k3c2bNxk+fDh9+/b1UFQpqSuZSCrsY/WA82Pv5JIZwBwd50hERERERERg+vTpvPLKK6xcuZLp06dz/vx5Bg0ahM1mY+nSpZ4Oz04thkRS809Sx1S2zL8JomzAE62Q7OMcxWVwnCMRERERERHhgQceYNOmTSQkJNCyZUu6dOlCq1atWL9+PY0aNfJ0eHZqMSSSkzjYCkmtfURERERERDwrLi4Oq9WK1WqldOnS+Pn5eTqkJNRiSPKEvDrej1r7iIiIiIiIeMZPP/1E69atKVSoEDt37mTBggXMmTOHbt26ceLECU+HZ6fEkOQN/7S08WS3sMd3fkb3LR/w+M7PPBaDiIiIiIiIZI0XXniBsWPH8v3331O8eHE6dOjA5s2bKVOmDO3atfN0eHbqSiaSReytd26q9Y6IiIiIiEhut379eqpVq5ZkXZEiRfjqq6+YP3++h6JKSYkhkRxMYwiJiIiIiIhkT8mTQv/Vu3fvLIzk9pQYEvEQ8zNDEru2BQRgmznDqTI80QpJySgREREREZHcQ2MMiXhKNhj3yBka0FpERERERCT3UGJIRERERERERCSPUlcyEf7tHgVQzKcAcz0cj4iIiIiIiEhWUIshEf7tHqUuUolJsu5bPuDxnZ95OhQREREREZEcbcuWLTz99NN06dKFs2fPAjB//ny2bt3q4cj+pcSQiIuYnxmC+ZHeiYNK52COjiGUW65bREREREQkualTp9KxY0fKly9PtWrV6Nu3LyEhIRk6dvHixTz00EPky5eP/fv3ExcXB0BERARTp051Z9gOUWJIcoVskZzIoYNJZ1pevW4REREREcn1tmzZwsCBA1m5ciWLFi0iPj6enj17EhWV/g/p7733HlOnTuWjjz7C29vbvr5Fixbs37/fnWE7RGMMSe7wT3LCOHPW05GIiIiIiIhILvHjjz8mWZ4xYwbVqlVj7969tG7d+rbHhoaG0qpVqxTrCxUqxPXr110aZ2bkmsSQ1WpN8q/kLf9t+pbaayD59pT7G/9Z89//p12m8+cwUt2evPleRo7J7PaMnDO95fQee5HcKCs+c7yffT6xJV5AAPHTp7ntPCJZSfdrIs5R3RFxXFr1xmazAXDjxg1MJpN9va+vL76+vumWGxERAUDRokXT3bdkyZKEhYVRoUKFJOv/+OMPKlWqlO7xWSXXJIZOnDgBJGbkJO+pZdiwADbDxpEjR9LdnnzZZvs3GWSzGdj+2c5tynT2HDabker2WqmcM71jMrs9I+dMbzm9x94dJlxby3XbTQqbfRlfpGOWnFMkNe78zKl1+RKWcuWwnj6dZXVLJKvofk3EOao7Io5LXm/MZjMVKlSgefPmnD9/3r5+xIgRjBw58rZl2Ww2XnvtNZo3b06tWrXSPfcTTzzBa6+9xrRp0zCZTISHh7N9+3bGjh3L8OHDnbsgN8g1iaFKlSoRFhZGUFAQFosl/QMkVzGbzPZ/g4ODU/zSnnx7iuVty/8ty2yyb//vPo7GkNY5zGZT6ttTOWe6x2R2e0bOmd5ysjKTc0erhxvbllMgXz5u3IzN0HMj4mpWq5XQ0FC3fuYkr1v9d3/B5fhIinn783Wjp9xyThF3y4q6I5Ibqe6IOC6temOz2YiPj2fbtm0pWgylZ9iwYRw6dIhly5ZlKIaXX34Zm83G/fffT3R0NHfffTe+vr4899xzPP30045flJvkmsTQrSfaYrHozTKPs1gsScYcSv56SH3Z9J81JpJL7TVlfmaIPeFhmznDgXOY0o0p48dkdntGzpne8u3LTP5c3O5xS8vjOz/jclwUxXwK8G2Tp28bQ+r7i7hHVn3mWCwWLsdHkc/Xj8s3o/Q5Jzme7tdEnKO6I+K45PXGZDIRHx9PwYIFMZszPh/X8OHDWbFiBUuXLqVs2bIZOsZkMjFs2DBeeOEFwsLCiIqKIjg4GH9/f4evw51yTWJIJMtpwGvnOPG4XY6LIp+vL5dvpj/yvzP7i4iIiIiIpMYwDF599VWWLFnCr7/+SsWKFR0uw8fHhxo1arghOtdQYkgkg9QKxT1uPa6AHlsRERGRXEL3zpJbDBs2jB9//JF58+bh7+9vH5eoUKFC5MuX77bHxsbG8tlnn7Fp0yYuXbpkH/j6lg0bNrgtbkcoMSSSQWqFkjGO3gTcelwBPbYiIiIiuYTunSW3+PLLLwHo0aNHkvXTp0/n0Ucfve2xzz//POvWrePee++lcePGScY0yk6UGJIcyZlxaiRr6CZARERERERyi6tXrzp97IoVK1i4cCEtWrRwYUSul/GRlkSyk3/GqeHKFU9HIiIiIiIiIpJCmTJlst1A06lRiyERyfHUh12yG42dJSL/pZbOIiJ505tvvsnrr7/O1KlTqVChgqfDSZMSQyKS42VF9zUlnzJGX34SaewsEUlCM5mKiORJDRs25ObNmzRs2JD8+fPj5ZU0BXP8+HEPRZaUEkMiIhmgsZMySF9+skzyZKUzrZSUyBPxDNU9Eclp9L7lnIEDBxIeHs7YsWMpWbKkBp8WEckod3/wqJuP5AbJk5VOtVJyMJGnm0IRF1ESXURyGr1vOWX79u2sWLGCunXrejqU21JiSESyHzd/8GTkC7SjXceywxfm7BCD5HLp1E37axD0OhQR8SB33BOoW72I46pVq0ZsbKynw0iXEkMiIqS8gXK461gW/IqS/IYsxU1fNvwlJyOts7LDjWZ2iCFXuDVjJGSr16GISJ6T0US+A4kjdasXcdz48eMZM2YMY8eOpVatWinGGCpUqJCHIktKiaEcLq+0EMgr1ynukaHXTzZMqiSX4oYsB8UMia2zUksUZYcbzewQQ16hJJxISrrPkSyXA+4hRHKDhx56CID77rsvyXrDMDCZTFy+fNkTYaWgxFBOl1fe1PPKdYp7ZIPXjzNdbHLjFwVPzNalMaWyFyXhRFKRnT6nPPiZo8SxiOQ2v/76q6dDyBAlhkREnODwDbQzXWyywReF3EBTx0ty2eELsEi2k+wzxxNjhilxLCK5TevWrT0dQoYoMZRB+sVZRJJIJ2mTV371dMcX7Jzwpb3/7i+4ePMGJXb/zrdNXfP85oTrzjWS1d+8Ul8l58iK12S67zkZ+EFD71uekxWPvd4b5XZU/zNm8+bNt92eXRJHSgxlkCt+cVblEck70vvVM9ckm93RqimTX9ozsn9m348vx0dSIF8+Lt+MdPjYNOXAFmK55UtD8vqaW64rt1xHXpT8NZla651MP7+ueM9x8/tWap+V6b1/Z4f77SyJwcHHPr3XS1aMAZgdnhtxoRx43+IJ99xzT4p1JpPJ/n+NMfQfs2fPZtq0aVy4cIE6deowefJkGjdu7OmwXC+tJrp6cxTJc7Kie1Pym0BXJKM88UXT0RvTDO2fB25m3PJFMpmMPNauPmeGvxSC84m/XNKdJbdch5Bq6x1Hn9+ceN+Z6mdleu/fmXx/d8kPN9nwMya914sz9yUOv79nw8fFFXJi3ZKsc/z48STLCQkJ7N+/n4kTJzJmzBgPRZWSxxNDixYtYsyYMUydOpXGjRszc+ZMHnzwQXbs2EGJEiU8Hd5tZfpNwIk3x7zw658n+rSLZAfu/tKe2k1f8vextJJJ2WkGMU/cgKX33GQkpuRluP06nPgi6Y7PGJe/ZjL4pRAcGM/LA5I///piIW6XBV/Kc8N9akY+KyVRmi3b8lr3Ng90T9ZrMucoXLhwinUdOnTAx8eH0aNHs379+qwPKhUeTwzNmDGDJ554gr59+wIwdepUVq5cyXfffcfLL7+cZXE4VYE9kPX2xE19lsshN/UiruaRpEuy97G0kknZqsVBNnzvzUhMKcrIhr+ceqJLVXrJyFwr+fOfDV8PznD3l5Xs8ONRRmLIM6/jZHJrt8zM1s+s+BKfLRIFLngfS+860ktGZYeuhlly7+TgY50d3jslqRIlShAaGurpMOxMhmEYnjp5XFwcZcqUYc6cOdx999329f/73/+4fv068+bNS3HMzZs3uXnzpn35Vvj+d9+NNSQEby8v+E+fvTRdvQo2G5jNULQol27ewGQyYRgGxX0Lptj91vZb5yzuWxAuXwaLBaxWKFYs/XMm3z/Z8pW4KGyGDbPJTIBPgVSLSBFnsjKSb09eZrrnSPa4uEJGriuJW9cEaT5Wrl5O8fxGxqWIIb3HPqPnSPd4B86Z2e0ZOWd6y06fM63HPgNluirGzJzT6ef7n8f6kr9Pihjc9dgmL9+Vj7Wjzy/g8utO/h7jiutOzhWvMVe/h6R7nU68j7msvmfiPSW9z7F0P3tT+wxJa5+MXncyDn+upSa9598ZDt7buEV612EYxCckZPx+La3yIXOPVWZkIAa33TP855zp1pW04nb0Xuk/50yvPjpcn9N53Jy6/3awLqX1GeLQOZPfPzt6z3/reEj7Hjx53XHxfWhGPrdcfk+YGgc/4x1+rNPYDmT8+1I6Maf73puR59vBc2Z4fwCrlSsF/VJcd3Lpfv6mEYNRqhTWP/5w/JrcwGq1cuTIEYKDg7Hcun7AZrMRGxtLwYIFMZvNbo3h4MGDSZYNw+D8+fN8+OGHJCQksHz5creeP6M8mhgKDw+nVq1arFixgmbNmtnXjxs3ji1btrB69eoUx0yaNInJkyfbl/39/Tl48CAFmzbFHBKSJXGLiIiIiIiISFJG2bIkJBtXx1OyQ2IoICDAnij8ryZNmvDJJ59QvXp1t54/ozzelcxRL7/8MkOGDLEv33qATxb0wr94oZSZ93+ysJn9hSMjvx6k2zrHDb8OZfbXfod/iSWVX8GSy+Sv/Wox5PzzrRZDajGUF1sMueL9OyteY2ox5Nxj6/Bj7YHrduaXdnf8yp1enJlt6ZRqXUouvddIslYPLmlVnEacGb3u9FokpHisb8Q6/DrPihZDDt/jOdFiyNX3oem1cnNFiyFnW4Te9pwuuu905B4hs89ndmwx5NH7MUc+r9PjaIuhjLTGS68XRybrc0buQx1+H7sVc+zNlPHmYXv37k2ybDabKV68OH5+fp4JKA05ritZcjabjRs3bjDo4DfEWmzE3IxlaauhmB/pbe93aVs4n+5bPiCfry8xN2+ytNXL6W5Paxlwuozk+2c0RsDl15HRGFObmSH5MSkGVM3kY5/adaf32GV2Ofnzu/zDbQ4/9s4+v8n3z8zz7Y5zOvqacfZ1n5m65WyMnqzPXV9qniIGdz22rnwfy+zzC7j8urPi/Tvl8lTy+fql+5njyHU6+3ymdZ3OvI+5qr5n5j0ls/XZE9edkefbVe8hrnwfS298p+TLyc9ZzKdAyqnE07uOZ4Zgu3wJc7Hi2GbOSLE9Pam9xtKKM63rTs4ddctd9wyu/LzO6LIr65Ir6lZa96oZfQ1m9PVyu3O66r7TsXuE23/uuOM9xd33hJ68H3Po8zq9cYscfM05U7fSe507Wp8zch+a2feQ7CA7tBjKKTzaYsjHx4cGDRqwYcMGe2LIZrOxceNGBg4c6MnQ5B8ZmboyWw5OKyIiIreV3mDz7pjemitXsJQrl+aAqc4MRu7ofUiuGRBZAMeff923isMyOai2K15zet3mLLNmzcrwvoMHD3ZjJBnn8a5kQ4YMYciQITRs2JBGjRrx6aefEhUVZZ+lTERERETyhqyYGVFfsEQkM5RclvTMmJGxWd9MJpMSQ7f07NmTS5cuMXHiRC5cuEDdunX58ccfKVmypKdDExEREREREbFTclnSs2/fPk+H4DCPJ4YAnn76aZ5+WtlWEREREREREcl9kk/Ekp1ki8RQZiQkJABQyqcgNy02Yg1frFYrRqlSmIoVw0iwYrNaCfQpjJ+PN7GGX4a2p7UMOF1G8v0zGiPg8uvIaIypXbezZTi6/b/Xnd5jl9nlFNfpxGPv7PObfP/MPN/uOKern++MvMY88brO6vqckbrlqsfWle9jmX1+AZdfd1a8f6e+7JPuZ44j1+ns85nmdbrhM8QVn1tur88euG5XfFY6+7p353tneteZWn12V/3NyteYK+qWu+4ZXPl5ndFld96HuuNzy1X14HbndNV9p+P3CGl/7rjjPcXd94SevB/LzOe1qz5TXHnP72h9dsfnVvLl7MBqtWKxWLAmi+fWckJCAj4+Pm6PY/78+Xz88ceEhYUBULVqVZ5//nl69+7t9nNnlEdnJXOFuLg4YmJiPB2GiIiIiIiIiOQQ+fLlc3tiaPr06UycOJGBAwfSvHlzAP744w+++OILRo8ezZAhQ9x6/ozKNYkhb29vQkNDqVatWpKp6EQkbVarlZCQENUbEQep7og4R3VHxDmqOyKOS6veGIZBbGxsliSG6tevz2uvvZaiddD333/PpEmTss14RDm+K5m3tzcxMTGYTCYMw8BkMmXLPnsi2ZHqjYhzVHdEnKO6I+Ic1R0Rx6VXb7y9vd0ew/nz52nWrFmK9c2aNeP8+fNuP39GmT0dgIiIiIiIiIhIblO5cmV+/vnnFOt//vlnqlSp4oGIUpfjWwyJiIiIiIiIiGQ3r732Gk8++SRbt261jzG0bds2NmzYwFdffeXh6P6lFkMiIiIiIiIiIi7y119/AXDvvfeyevVqAgICWLJkCUuWLCEgIIA1a9bQo0cPD0f5L7UYEhERERERERFxkTZt2tCoUSMef/xxevbsyWeffebpkG5LLYZERERERERERFzkt99+o0aNGowdO5aaNWsyZMgQtmzZ4umw0qTEkIiIiIiIiIiIi7Rq1YpPPvmEQ4cOMXnyZE6ePEmPHj1o0qQJH374YbaakQyUGBIRERERERERcbkCBQrQt29flixZws6dO7nvvvv4/PPPqVu3Ln369PF0eHZKDImIiIiIiIiIuFGVKlUYOnQow4YNw9/fn5UrVzpcRlRUFJs3b3Z5bBp8WkRERERERETETTZv3szcuXP59ddfMZlMPPDAAzz22GMOlxMWFsa9997L5cuXXRqfEkMiIiIiIiIiIi4UHh7OvHnz+P777wkLC6NZs2ZMmjSJ+++/nwIFCng6vCSUGBIRERERERERcZGHHnqIDRs2UKxYMXr16sVjjz1GtWrV0j2ucuXKt91utVpdFWISSgyJiIiIiIiIiLiIt7c3c+bM4a677sJisWT4uLi4OJ588klq1aqV6vZTp04xefJkV4Vpp8SQiIiIiIiIiIiLfP/9904dV6dOHcqWLZvmjGUHDhxwS2JIs5KJiIiIiIiICNeuXWP79u3MnTuXVatWERUV5emQsoXNmzfTu3dvatasSdGiRVmyZEm6x/z+++/ccccdlCpVikaNGjFv3rx0j+nSpQvXr19Pc3vRokXp3bu3Q7FnhFoMiYiIiIiIiGQTNpuNixcvEh4ezrlz57hw4QKVKlWiTZs2mM2uadtx8uRJ/vzzT44ePcqRI0c4evQoR48e5fz580n28/b2plmzZtxxxx20b9+eFi1a4Ofn55IYcpLo6Gjq1KnDY489xuOPP57u/idPnqRXr14MGDCAzz77jA0bNvDCCy9QqlQpOnXqlOZxr7zyym3LLVeuHNOnT3c4/vTkmsTQrUGY3DUYk0hupHoj4hzVHRHnqO6IOEd1J3e4efMm586d4/z585w7dy7NvwsXLqT6XFepUoV+/frx2GOPUaZMGadiOH78OCNHjmTx4sVp7hMYGEhQUBAnTpzg1KlTbN68mc2bNzNx4kR8fX1p0aIFd9xxB02aNKFYsWIEBAQQEBBAwYIFMZlMTsXlDmnVG8MwAIiIiEgSr6+vL76+vqmW1blzZzp37pzhc3/55ZdUqFCBt956C4Dg4GD++OMPPv3009smhhz1yCOP8PHHH1O6dOlMlWMybj0qOZRhGERERHDy5Ely+KWIiIiIiIhIDhYSEsK2bdu4dOkSly5d4uLFi/b/366LUHImk4miRYtSvHhxihYtysGDB+3dusxmM7Vr16Z48eL2pMx//4oWLUpAQACFCxe2D3wcHR3NF198wbfffktcXBxms5mqVatSqVKlFH+3plI3DIMzZ86wY8cOtm/fzs6dO7l48WKaMXt5efHee+/Rvn175x/ALGAymahYsSJ16tQhMjLSvn7EiBGMHDky3eOLFi3Kd999x913353mPt27d6d+/fq888479nVz587ltdde4++//87cBfxH+fLl2bRpE5UqVcpUObmmxVCVKlU4duwYQUFBDo36LZKXWa1WQkNDVW9EHKS6I+Ic1R0R56juZB2r1YrJZHKoy5ZhGGzevJn333+f5cuX33Zfb29vSpUqRenSpSldujSBgYH2/9/6K1WqFKVKlcLL69+v61FRUfz888989dVXbNmyhQMHDqQbl9lspnjx4pQoUYKLFy9y4cIFADp06MC7775L7dq10y2jRo0a9hYuhmEQEhLC+vXr2bBhA0ePHuXKlStcuXKF2NhYEhISqFGjBsHBwemWmxXSqjeGYRAXF8fBgwdTtBhylQsXLlCiRIkk60qUKMGNGzeIiYkhX758LjuXK+SaxNCtJ9pisejNUsRBqjcizlHdEXGO6o6Ic/Jy3Tl+/DgfffQR8fHxtGzZktatW1OpUiWXdV2y2Wx8/PHHvPnmm0RGRpI/f378/f3x9/enQIECFChQwP7//64rUKAAq1evZuvWrUBiMuauu+4iKCgoRfInMDCQgIAAp2IuVKgQ/fr1o1+/foSEhHDw4EF7sue//54/f56LFy9y5coVbDYbFy5csCeEqlSpwuTJk7n33nudftxq1qxJzZo1+d///pdkfUxMDJcvX6ZYsWLZ7jWavN7c6mlUqFChbNX1zZNyTWJIREREREREcpfr168zadIkpk2bRlxcHACzZ88GEsfC6datGyNGjKBy5cpOn+PEiRMMHDiQjRs32tdFRUURFRWVYjDmtPj4+NCvXz9efvllgoKCnI4lI6pVq0a1atVuu098fDyXLl2yJ4zi4uLo2LGj2waOzpcvH+XKlXNL2TlRyZIlU3S7u3jxIgULFsx2rYVAiSEREREREZf666+/KFmyJMWLF/d0KCI5VkJCAl9++SUTJkywf8Hu1KkT9evXZ8uWLezatYvw8HC+/PJLvv32W5566ilGjhxpH5Q5MjKSgwcPcv36dVq1akXBggVTnMNqtfLdd98xdOhQbty4QYECBXj33Xe55557iIyMtCeHIiMjb7tcqlQpBg0aRGBgYJY+Rrfj7e1NYGBgtoopL2natCmrVq1Ksm7dunU0a9bMQxHdnhJDIiIiIiIuEB4ezrBhw/jhhx+oWLEiu3btolChQp4OSyRbsdls7Ny5k59//pkDBw7QuXNnnnjiCYoWLWrfZ+XKlbz66qv89ddfAFSvXp0pU6bQrVs3e9efmJgYtm7dyvvvv8+qVauYOXMmX3/9Ne3btyckJIRjx47Zy/P29uaOO+6gW7duNGnShJ07d7Ju3To2bdpkHxC6VatWfPHFF1StWhWAUqVKZdVDIjlAZGQkx48fty+fPHmSAwcOUKRIEcqXL8+ECRMIDw9n5syZADz55JN8/vnnjBs3jscee4yNGzfyyy+/sGDBAk9dwm0pMSQiIiIikglWq5XZs2czZswYIiIigMQvDSNHjmTGjBkejk4k6924cYNp06axfft2ChYsSJEiRShcuDARERH8+uuvnDlzxr7vypUrGT9+PH369OHee+9lxowZrFixAoCAgADGjRvHoEGD8Pb2TnKOfPny0bFjRzp27MiGDRsYN24cW7duTTL4c2BgIH5+fhw/fpzVq1ezevXqFLEWKVKE4cOHM3To0Gw3No5kH3v37uWee+6xL48ePRqAPn36MGPGDM6fP8/p06ft2ytWrMiCBQsYNWoUs2bNokyZMnz88cfpTlX/3HPP8c4776Tawi01L7/8cpKkqrNyzXT1Pj4+HD16lODgYFVokQyyWq0cOXJE9UbEQao7Is7JDXXHMAzCw8M5cuQIR44c4ejRo2zcuJH9+/cD0KRJE/r168fzzz8PwLJly9L9IiDZx44dO/juu+8oU6YMjRs3plGjRgQEBHg6rBxTd+Li4vj88895++23bzutub+/v3067++//56DBw8m2e7t7c2zzz7La6+9luEvvYZhsHr1ao4cOUKtWrWoW7eufVaoo0ePsnTpUpYuXcrBgwdp1KgR7du3p0OHDjRo0CBbP6bivLTqjWEYxMTEZMvBp4sVK8bhw4dTzGjmbmoxJCIiIiKSTGxsLKGhoUkSQLf+vXHjRor9CxUqxFtvvcWgQYOwWCz89ddffPrppzzzzDPs3r07w7/+imfExcUxceJEJk+ejNVqTbKtcuXKNGrUiMaNG9O4cWMaNmxIkSJFPBNoNmGz2fjuu+/466+/MJvN9i/dP/zwA2FhYQAEBQUxZMgQbDYb165d4/r16xiGwZ133plkEORhw4axefNmZsyYwZo1a2jXrh0TJ05Md3Dl5EwmE507d6Zz584ptlWvXp3q1avz0ksvZe7CRdzMU+12lBgSERERkTwrKiqK3bt3J0n+HDlyhBMnTmCz2VI9xmKxULlyZapXr06NGjUIDg6me/fuScYkefvtt1m2bBknTpxg9OjRfPzxx1l1SeKgP//8kyeffJI9e/YAcO+99+Ln58fu3bsJDQ3l+PHjHD9+nJ9++sl+TFBQUJJkUbly5fD19cXX1xcfHx/8/f0xm82euiS3iomJ4amnnuLHH39MdXupUqUYO3YsAwYMSNH9KzUmk4k2bdrQpk0bV4cqkiNFRkbi6+t7231cPX6dEkMiIiIikuccO3aMmTNn8tVXX9nHBUqucOHCBAcHExwcTPXq1e3/r1q1Kj4+Prct39/fn1mzZnHXXXcxc+ZMevbsSfv27d1wJeKsAwcO8PXXX/PZZ59x8+ZNAgICmDZtGg8//LB9n6tXr7Jnzx527drFrl272LNnD8ePHyc0NJTQ0FAWLlyYatmVK1dm2rRpdOnSJdNxRkREEBoami0STefOnePBBx9kx44deHt789RTT+Hr64vVasVms1G5cmUGDhxIgQIFPB2qSI7VpEmTNLcZhoHJZOLy5csuPacSQyIiIiKS60VHRxMSEsLhw4eZP38+S5cutTfZL1u2LHXr1k2RBCpZsmSmxp/o0KEDgwYNYvbs2TzyyCP07t2b3r1706JFi2zxJT8vunr1KgsWLGDOnDns2rXLvr5bt27MnDkzxdTeRYsWtQ9wfMvly5fZvXt3kmTRpUuXiIuLIyEhAYDjx4/To0cP+vfvz5QpU1J0Pbv15S65c+fOsXfvXvvfvn377LNrVahQgV9++YU6deq46uFwyP79++nZsyd///03AQEBLFy4kHbt2nkkFpHcbM6cOS4ZUNoRGnxaJA/LKQMZimQ3qjsizsnKumMYBmvXrmXWrFns2rWLU6dOpdina9euPPvss3Tu3NltiZqIiAjat2+fZHDdihUrMnDgQIYPH64EURaw2WysW7eOr7/+ml9++YWbN28C4OXlRY8ePRgwYABdu3Z1ySC0VquVGzdu8Oabb/LJJ59gGAZly5blpZde4uzZsxw8eJA///yT8PBwihYtSokSJShRogS+vr78+eefnDt3LtVyfX19uXnzJv7+/nz11Vfcd999mY7VEcuWLaNv375ERkZSrVo1fvnlF4fHABLJajlx8OmAgACOHDmiwadFRERERJwVHR3NvHnz+OSTT/jrr7+SbAsICKB69eo0a9aMQYMGERwc7PZ4ChUqxPbt21m3bh3ff/89v/zyCydPnmTs2LFERUXxxhtvpDjm1g+fhQsXduqc165dY/fu3fj7+9OoUSO8vHLvLX9kZCT58uVLNdFos9n45JNP+Pjjj/n777/t6+vUqUP//v3p06ePy798WSwWihQpwvvvv0/Pnj0ZNGgQoaGhDB8+PMW+V65c4cqVKxw5csS+zmQyUb16dRo0aGD/q1+/PgkJCfTs2ZOdO3fy8MMPM3r0aMaOHev2xKJhGEyfPp1hw4Zhs9lo37498+fPzxYztYmI66jFkHhUdHQ0+/bt49SpU1SrVo2aNWvaZygQ91OrBxHnqO6IOCe9umO1Wjl37hynT5/m77//5vTp00RERFC9enXq1atH9erV8fb2xjAMzp8/bx/nJflfdHQ0AAUKFKBfv348/PDD1KhRg2LFimX1JacQHR3N7Nmz7YmCr776ir59+9q3R0RE0K9fP5YsWcJzzz3HpEmT0h3PKC4ujvnz57Nx40a2bduWJNFQpEgROnToQJcuXejcuTMVKlRwz4VlMcMw+PLLLxk6dChly5blo48+SjIb1YULFxgwYACrVq0CEh+H3r17069fPxo1apRlrQSio6OZPHkyu3fvpnr16tSuXZvatWtTvnx5rl69yqVLl7h48SJRUVEEBwdTt27dVMfnsVqtHDx4kK+//prp06cDieMY1axZk+rVq1OtWjXuuusulz6/CQkJDB06lJkzZwIwYMAApk2blu7rUSS7yIkthurXr8+6deuyPPmqxJA4JTIykg0bNrBq1SrWrVtHdHS0fSYGPz8/+78+Pj5Jlm/9e+3aNXbt2sVff/2VZEpQi8VCUFAQ9evX59FHH6Vr165qYu1G+nIr4hzVHZH0LV26lDfeeINLly7h5+dH/vz5yZcvH4ZhULx4cfLnz0/+/PmJjY3l9OnTnDp1ijNnztjHaEmNj48PFStWJDw8nMjIyDT3q1SpEs8++yz9+/d3utWNu40ePZp3330XHx8fVq9eTYsWLThx4gQPPPAAf/75p32/pk2bMnfuXCpVqpSiDMMw+PXXXxk5ciShoaFJtlWpUoWrV69y9erVJOurV69uTxK1a9cu2w4SfPz4cZYsWcKePXto06YNvXr1In/+/EDifehzzz3HvHnzkhzzyCOP8O6773LkyBGeeOIJzp07R758+Zg8eTL9+vUjX758nrgUl/jv587cuXN57rnniI2NTbJPoUKF2LFjB5UrV870+a5fv86jjz7KqlWrMJlMvPPOO7z88svZ7ku0yO3kxMTQxYsXb9uSMSEhgX379tG4cWOXnleJoTzOZrMRHx9/2+nwbDYbx44dY8+ePezevZudO3eydetW4uPjXRJDYGAgFStW5OjRo1y5ciXJtuDgYF588UX69u2boz/Msyt9uRVxjuqO5DVRUVEcOHCAgwcPEhYWxokTJzhx4gQXL16kVatWPProo3Tq1AkvLy/CwsJ45ZVXWLJkiVPnslgslClThnLlylG+fHn8/f05fPgwBw4c4MaNG/b9TCYTFStWJCgoiKCgIKpWrWr/f1BQULavmzabjUceeYTFixdTsmRJPvzwQ1566SUuXLhA6dKlGTZsGG+//TZXr16lSJEifPHFF3Tq1Im4uDji4uI4ceIEY8aMYf369QCULFmSAQMG0LJlS5o2bUqJEiWwWq3s2rWLlStXsmrVKrZv357kBzl/f39GjhzJCy+8kCUtthMSErh06RKlSpVK8WXMarWyY8cOfvvtN5YsWZIkOQaJM8Q9/vjjdOnShVdffZXDhw9jsVgYP348Fy9eZPr06dhsNvz9/YmOjsZms1GzZk3mzZtH7dq13X5t7pb8c+fy5cvs37+fkJAQjh49yvLlyzl69Cjt27dn+fLlmfph9fjx49x///0cOnSI/PnzM2fOnCwf00jEFXJiYqhYsWIcPnzYnhxq1aoVCxcupFy5ckBia8iaNWu6fFYyJYbymA0bNrB8+XJ7U+tjx44RFxdHnTp1aNWqFS1btqRGjRocPnzYngjau3dvqtO4Vq5cmc6dO3PnnXdStmxZYmNjuXnzZpJ/4+LiUl3v6+tLw4YNadKkCWXLlgUSn8vw8HAOHDjA6tWrk0wfW7x4cWbNmsU999yTpY9XbqcvtyLOUd2R3Oz69ev2GZH27NnDnj17OHLkCDab7bbHlSxZkjvuuIPFixdz8+ZNvLy8eOGFF3jwwQeJjY0lOjqayMhIwsLCKFy4MDdv3iQ6OhovLy/KlStHhQoVKFeuHIGBgamOiWMYBidPniQsLIwyZcpQuXLl2/6wlRNERkbSoUMH9u3bZ19Xv359Fi1aRPny5Tl58iSPPvooO3bsSLMMX19fXnzxRV599VUKFSp02/Ndu3aNdevWsWrVKlatWsXJkyeBxNZFkydP5t5773Xbl6Q1a9YwcOBAzpw5Q7ly5WjVqhVt2rShWLFirFixgmXLlnHx4kX7/haLhdatW9OkSRN++eUXwsLCkpQXGBjId999R9u2bQHYs2cPzz77LDt37gSgf//+fPjhh/ZWRjldep87x44do1GjRsTExDBt2jQGDx7s1Hm2bt3KQw89xMWLFylTpgw///wzDRs2zGz4Ih6RExNDyQefLl++PJs2bbK3Gr1w4QI1atRI0aAis5QYuo3IyEi2bt3Kxo0b2bRpE/v376do0aIEBgZSpkwZ+19gYCBly5a1/5veh7InhISE8Oqrrzr9652vry/16tWjUaNGNGzYkLZt2xIUFOTWihQREcHXX3/NtGnTOHnyJP7+/uzYsYOqVau67Zx5jb7cijhHdUdyi0uXLtmTP3v27GHv3r32qbGTCwwMpF69elStWpVKlSpRqVIlChYsyK+//srChQu5dOmSfd+OHTvywQcfULNmzSRlqO6kdOrUKVq3bs25c+e45557mDNnDv7+/vbtcXFxjBo1iunTpydp7ePr68v999/PW2+9RcWKFR0+r81mY968eYwePZrw8HAg8Xl777330pwOPTY21uGWRTExMYwZM4Zp06alu2/hwoXp0qULd999N127drWPsWGz2Vi1ahWzZs1i6dKldOrUia+++oqSJUsmOd5qtbJw4UIKFSrE3Xff7VCc2V1G6s4nn3zC0KFDKVCgALt373a4S9n333/P008/zc2bN2nQoAE///yz/QdckZwotyaG1GIoFa5MDF2/fp3NmzfbE0G7d+9O8gGcUf7+/kmSRf9NIjVq1Mgl/X4z6vr160ycOJFPPvmE+Ph4vLy86NOnDw0bNrQ3tfbz82Pbtm1s3bqVzZs3ExYWRo0aNWjYsCGNGjWiQYMG1KxZE29v7yyL+78SEhK466672LRpE02bNmX9+vUeiyW30Q26iHNUdySnunLlCuvWrWPt2rWsXbs2zSRQxYoVadCgAQ0bNqRhw4Y0aNCAwMDANMuNj49n9erVrF+/nhYtWnD//fenerOtupO606dPs3v3bnr06JFmF6CYmBhsNhve3t54e3u77MtMZGQkU6ZM4YMPPuDmzZuYzWYGDx7MuHHjKFasGIZhsGbNGqZNm8ayZcsYOHAgn3zySYa6Ku3bt49+/frZZ4d75plnGDduHAcPHmTz5s1s2bKFc+fO0aFDB+6++27atGmT7j1edHQ0+fLly3Zf5twtI3XHZrPRuXNnNm3aZO9SZjKZ2LhxI5988gknT56kd+/ePPXUU0nG3tq7dy+TJ0/mp59+AuDee+9lzpw52Xb8KZGMUmIo43JNYujMmTNERUVRt27dJE96WFgYS5cuZcWKFZw6dYqEhASsVisJCQkp/m7cuJGimXTFihVp27Yt7dq1o2nTpkRHR3PmzBnCw8M5c+YMZ8+etf8/PDyc69ev3zZeLy8vxowZw6uvvpqimXRUVBS7du3i+vXrREREEBkZyY0bN5L8Wa1WBgwYYG82mxar1cpXX31l73cN0LVrV6ZMmUKNGjUceYizhb///psmTZpw7do1RowYwZtvvunpkHIF3aCLOEd1Rxxhs9kICQmhdOnSWT4Q8s2bN9m6dSurV69mzZo17N69m+S3fkFBQfYE0K0kkLtm71Ldyb6OHz/OyJEj+fnnnwEoWrQoAwYMYNmyZRw6dCjJvk8++SQzZsxIMzlktVr58MMPGTduHPHx8ZQqVYrPPvuMbt26uf06cquM1p3/dinr378/u3bt4sCBA0n2KViwIE899RQdO3Zk5syZLF261L7tlVde4e2339bkL5Ir5MTEULFixdi5c6c9MV+3bl2WLl1qn3Hw4sWLNGvWTImh5G4lhsqXL09kZCSlS5emUqVKlC1bloMHD3L48GGHygsKCqJt27b2P0eb5kZGRqZIFp09e5YzZ84QFhbG3r17AWjRogVfffUVVatW5ezZs0yfPp3PP/88xcwRqTGbzbzzzju89NJLqb6QN2zYwCuvvML+/fuBxAGc3333Xbp27erQtWQ3P/30E3369MFkMrFy5UruuOMOT4eU4+kGXcQ5qjtyO7GxsRw4cIDff/+djRs3snnzZq5du0a+fPl46KGHGDhwIC1atMjUzejNmzfZu3cvpUqVokKFCvYvcTabjQMHDrBmzRrWrl3Lpk2biImJSXJszZo16dSpE506daJNmzZZmqxS3cn+NmzYwNChQ5MkE/z9/enfvz9Vq1bllVdewWazMWjQIKZNm5YigXDy5EmeeuopNm7cCMA999zDzJkzbzvLjqTPkbpzq0vZLfnz5+fxxx+nTp06zJgxI0Wiz2w28/DDD/Pqq69St25dt8Qv4gk5MTEUEBCQJCbDMFJdVmIomVuJoerVq3PhwoUU2728vGjdujXdu3enfv36eHt74+XlZf+zWCz2/xcuXJhSpUq5Nda5c+fy0ksvERERQYECBejcuTNLliyxz/BVpkwZ+zhF/v7+FCxYMMn/9+/fzw8//ADAww8/zGeffUaBAgW4ceMGy5YtY968efasf5EiRRg3bhyDBw/ONV2vBg8ezFdffUXZsmXZtWuXve+5OEc36CLOcbTuGIbB8ePHKV26dK4ZCFUSXb58mX379iX5O3z4cIqu6N7e3klm86xVqxYDBw6kb9++FC1aNNVyL126RPXq1ZPcEFqtVubOncubb75pHzjYz8+PoKAgypUrx+7du1PcD5UuXZqOHTvSqVMnOnbs6NExQ/S5kzNYrVa+/PJLfvjhB+6++2769+9vTyDOnTuXJ598EsMwGDx4MFOnTiU8PJxTp06xd+9exo8fb7/PnTp1Kv379892X7xyIkfqjs1m4/HHH2ffvn0MGDCAJ5980v4+Y7PZWLlyJR988AF79+7lvvvuY/jw4VSrVi0rLkMkS+XExNDmzZsztF/r1q1det5ckxjy9vZm27ZteHt7c/r0aU6dOkXZsmXp3LkzRYoU8XSYSST/JQUSn9iXXnqJHj163PbN3jAMZs6cySuvvEJCQgK1atWiUqVKrF69mri4OCBxFoenn37a3jc8N4mMjKR58+aEhIRw//33s2DBgmxXmXMS3aCLOMeRurNu3TrGjx/PH3/8ga+vL+3ataNLly506dKFGjVq6D0sm7k1nkpISAiVK1cmKCiIihUrYrFYOH78eJIE0P79+zl9+nSq5RQrVozmzZvTrl072rVrR/369dm9ezeff/45CxcutLfi8fPz48EHH2TgwIGULVuWX3/9lcWLF7Np0yZsNhulSpWiU6dO3Hnnnfj6+vLmm2/aW0MXLlyYmJgY++f/Lfnz56ddu3b2VkG1a9fONq8zfe7kDt9++y0DBw60/3Kd/OtE8+bN+eqrrwgKCvJQhLmP6o6I43JiYshTck1iKKdNV2+1Wpk5cyb79+/nqaeeolmzZg4dv2XLFnr37s25c+fs66pVq8b999/PY489lmIWkNxk9+7dtG3blvj4eD799FOeeuopT4eUY+kmQ8Q5Gak7f/zxB+PHj2fdunUAqX55qlChAl26dOGuu+6iQ4cO2XJWy7zCarXy008/MWXKFHtX7FssFgt+fn5ERUWlemzVqlWpV68e9evXt/+VLVs2zZvN69ev8/333zN79uwUY3/8l6+vLzdv3kyxvmjRorz66qsMGTIEHx8fTpw4wdGjRzl58iS1atWiRYsW+Pj4OHD1WUefO7nHnDlzGDJkCPHx8Xh7e1OuXDnKlStHt27deOmll1KMpSmZo7oj4rjcmBjat28fEydOZMGCBS4tV4mhHCw8PJy3336bwMBAHnjgAWrWrJnjXtjOmjp1KiNHjiRfvnz88ccfuToR5k66yRBxTnp154033uCtt94CErsQDRo0iBEjRnDt2jVWrlzJihUr2LhxY5KWHl5eXgwbNow33ngjy64jr7BarZjN5lQ/I+Pi4pg7dy7vvvsuoaGhABQoUIB27dpx6tQpjh07Zm/d4+PjQ+3atalfvz4NGjSgfv361K1b1+mEnmEY7Ny5k88//5wFCxYQGxtLmzZtuPfee7nnnnsoU6YMW7duZdWqVaxevZrw8HAGDBjA0KFDs3wQa1fR507ucvXqVWJjYylVqpQGK3Yz1R0Rx+XUxNCaNWvsM3E/8cQTVKpUiaNHjzJhwgSWL19Ox44d7cPLuIoSQ5Ij2Ww2evTowerVq6lXrx6bN2/G19fX02HlOLrJEHHO7erOfwf97N+/P6NHj051IoOoqCg2btxoTxTdSkocPnyYKlWquP8icoDo6Gjefvtt/vrrL5566im6d++e4svn1atX2b9/P7Vr16Z48eJJtv3xxx98/PHH/Pzzz1SoUIHHHnuMxx57jMqVKxMVFcUXX3zBBx98wJkzZ4DEAR+fffZZnn32WfsYdoZhcPbsWSIiIggKCnLbmH0xMTHEx8fn+lZj+twRcY7qjojjcmJi6Ntvv+XFF1+kaNGiXLt2jYCAAN566y1GjBjBAw88wDPPPENwcLDLz6vEkORY4eHhNG7cmEuXLvHiiy/y7rvvejqkHEc3GSLOSavufP/99/Tr1w+A119/nVGjRmW4zB49erBy5UpGjhypVkPApk2bGDx4sD1hBlC9enVefPFFunXrxqpVq1i0aBFr1qwhISEBSBzQuV27dgQHB/P999+zffv2VMtu3bo1hw8fts/oUaZMGV566SUGDhyIv7+/+y8uD9PnjohzVHdEHJcTE0OtW7emV69evPDCCyxevJj+/fvTpEkT+wRM7qLEkORoS5Ys4YEHHgDg66+/5u6773ZL83rDMFi8eDHNmzendOnSLi/fU3STIeIcq9XK4cOHqVGjhr3uLF++nJ49e5KQkMBzzz3H+++/79DNxk8//USfPn0oU6YMoaGhDo/PERYWxqpVq6hUqRKNGjXKsVNDR0VFMWbMGKZPnw5A2bJlueeee/j++++5fv16qseUKVOGs2fPpljv4+NDnz59ePrppwkJCeHbb79l7dq19rGeqlatyrBhw3jsscfU6jSL6HNHxDmqOyKOy4mJobJly7J161YqVKiAYRiUKlWKxYsX06JFC7eeV6PCSY529913M2TIEGbMmEH//v2BxC8IwcHBdO/enRdffNEl55kxYwYvv/wywcHBbN++nXz58rmkXBHJebZt28bw4cPZsWMHpUqVonz58pQtW5bly5eTkJBA7969ee+99xy+0bjnnnsoXrw4Z8+eZfny5fTo0SNDx924cYNJkybx0UcfJRmzqHz58jRs2JDGjRvTqFGjDCWLDMPg+PHj/P7772zevJnNmzdTsGBBFi1aRGBgoEPXk1GGYRAaGsqaNWtYvXo1GzZssCeABgwYwJQpUyhcuDBvv/02X331FdOmTePkyZM0aNCABx98kAceeIDq1atz8eJFfv/9dzZt2sTBgwdp164dgwYNolSpUgA0bdqURx99lL///pvFixcTGBjIfffdpwFyRUREJNuIiYmxf9c0mUz4+vpmScMEtRiSHC8mJobnn3+eVatWER4enmTb2rVradOmTbplJCQkcPjw4VSn9L1y5Qo1a9bk6tWrALzwwgu89957rrsAD9KvTyIZd+rUKUaPHs38+fPT3Oeuu+7ip59+cnpGqBEjRvDBBx/Qo0cPFi1adNt9bTYbc+fOZcyYMfb3viZNmnD9+nVCQkJSPeZWsuhWoqhBgwacO3fOngTavHlzivdRgHr16rFmzRqXtci8dOkSa9euZc2aNaxdu5aTJ08m2V6pUiWmT59O586dUxxrtVq5ceMGRYoUcUkskrX0uSPiHNUdEcflxBZDAQEBjB492t61/fXXX+f555+nWLFiSfYbPHiwS8+rxJDkKtevX+fIkSNMnTqVRYsW0b59e1auXJnucS+88AIzZ85k+PDhvP3220m2DR8+nI8++ojSpUtz7tw5AFauXEn79u3dcQlZSjcZIrd34cIFfv/9d9avX8+cOXOIiYnBZDLxxBNPcP/991O8eHHOnDnD6dOniY+P55lnnqFAgQJOn+/QoUPUr18fi8XCsWPHKFOmTKr7bdu2jaFDh7Jjxw4gsUvUlClT6NGjByaTiYiICPbu3cvu3bvZtWsXu3fvTjNZlJy3tzeNGzemdevW1KtXj+HDh3PhwgU6dOjA4sWLk3S5io6O5uTJkxmeGXL9+vWMGzeObdu28d/bD29vb1q1akWnTp248847adiwod6Tcil97og4R3VHxHE5MTFUr169dGMymUzs3bvXpedVYkhypb///puaNWsSHx/P6tWradeuXZr7/vnnnzRu3BibzQbA3LlzefjhhwEICQmhQYMGxMfHs2TJEn7++Wc+//xzKlSowO7du3P87DG6yRD5l2EYnDx5kt9//93+d/To0ST7tG3blvfee4969eq5re60b9+eLVu28OabbzJixIgk286ePcvo0aOZO3cuAP7+/owaNYrnn38+3TFy0koW+fv707JlS1q3bk2bNm1o0qQJ+fPntx+3e/du7rzzTiIjI3nkkUf45ptvuHLlCp9++ikzZszg8uXLDB8+nLfeeivNG5m///6bESNG8NNPP9nX1a5dmzvvvJNOnTrRtm3bTCXUJOfQ546Ic1R3RBzn6sTQ7NmzmTZtGhcuXKBOnTpMnjyZxo0bp7n/p59+ypdffsnp06cJCAjgvvvuY9y4cfj5+WXqutxBHeslV6pQoQJPPvkks2bN4o033mD16tVp7jt69GhsNhsBAQFcuXKFQYMGUaNGDerWrctrr71GfHw8Xbt2pXPnzrRs2ZK1a9cSFhbGK6+8wuzZs7PwqkTEWYZhpPjgNwyDQ4cOsXnzZjZt2sTmzZs5depUkn1MJhN16tShTZs2dO3ala5du2IymbBarW6L9cknn2TLli18/fXXDB8+HLPZTGxsLB9++CGTJ08mKioKgH79+vHmm29muN95oUKFaNeuXZJEeXR0ND4+PrcdZ6dRo0YsXLiQe++9l4ULF3LmzBl2795NTEyMfZ93332XfPnyMWbMmCTHxsbG8v777zNlyhRiYmIwm80MHjyYESNGpNkaSkRERCS7WbRoEWPGjGHq1Kk0btyYmTNn8uCDD7Jjx45Ux3D84YcfmDBhAtOmTaN58+aEhoby7LPPYjKZUvRQyQ7UYkhyrdOnT1OjRg3i4uLS7Pq1YcMGOnfujMViYffu3QwdOpQ1a9ZQpUoVJk2axCOPPILFYmHXrl3UqlULgN9//51OnTphGAY//vgj9957bxZfmevo1yfJ7S5fvszrr7/OnDlz8PLyokSJEhQrVoxChQqxf/9+Ll26lGR/Ly8vezeqtm3b0qpVK4oWLZqiXHfWnaioKCpUqMCNGzdYsWIF165dY8SIEZw4cQKAFi1aMHXqVJo0aeLS86Zn3rx59kH+ITFhNHToUM6cOWNv2fTOO+/wyiuv2GdyfPXVVzl+/DiQ2Nrqgw8+oF69elkat2Qv+twRcY7qjojjXNli6FZX93fffRdIHOuxTp06DBo0iJdffjnF/sOHD+fo0aP83//9n33dmDFj2LlzJ8uXL0/zPDExMWzYsIGuXbsCMGHChCSTi5jNZkaPHu3yVke5psXQrV9v3fkrruQsgYGBDBgwgFmzZvH666+zevXqJBXfZrPZv8wMHDiQ6tWrM2fOHFq3bk1YWBi9evWybwsODra/tlq2bMlLL73EBx98QN++fXn77bcZMmRItuufmhGqN5JbJSQkMHv2bN588037wPEAkZGR9kQFQL58+WjWrBlt2rShdevWNGvWLEWXptTqhzvrjp+fH7169eLzzz/n4YcfJiIiAkiccfHtt9+mV69ebm+1lJpevXoRHx/PmjVr6N+/P+3atbO/78XGxjJ+/Hhee+01IiIi2LFjh72lZpkyZXjnnXd4+OGHPRK3ZC/63BFxjuqOiOPSqje32sZEREQk+Q7n6+ubatf8uLg49u7dmyQBZDabueOOO+zjPSbXrFkzFi5cyK5du2jcuDEnTpxg1apVPPLII7eN+fvvv2flypX2xNDnn39OjRo17ImgkJAQAgMDGTJkSHqX75Bc02Lo5MmT5PBLETc4f/4899xzD3FxccycOZMWLVrYt61YsYIRI0aQP39+fv31V/tI74cPH6Z///7Exsbi7+/P4sWLCQgISFJuXFwcr776KuvXrwegTZs2vPHGGyn2E5Gst337dqZMmUJoaCgA1atXZ+jQoQQGBnL16lWuXbtGREQEFStWpFatWnh7e3s44pT+/PNP+vbtCyTepPTr148BAwbYpy/NjqZPn56ke623tzdPPPEEAwcOzNZxi4iISN5iMpmoWLEiderUITIy0r5+xIgRjBw5MsX+4eHh1KpVixUrVtCsWTP7+nHjxrFly5Y0hy2ZNWsWY8eOxTAMEhISGDBgAFOnTr1tbN26deOFF16gW7duQOKMsps2baJSpUoALFiwgC+++CJDEyw5Ite0GKpSpQrHjh0jKChIzSvFLjg4mIEDBzJjxgxmz55NcHAwderUwdvbm08//RSAYcOG0apVqyTHfP755zz//PO8/fbbtGzZMtWyly5dyqxZsxg5ciS///47ffr04auvvqJDhw5Zcm2uYLVaCQ0NVb2RbM0wDKxW623HwQE4efIkI0eO5JdffgESp/scP348Tz75ZLrHOsrddad69eqMHDmSixcvMnz4cCpWrOjyc7jaRx99RKFChXj//ffp3r07U6ZMoWrVqp4OS7IZfe6IOEd1R8RxadUbwzCIi4vj4MGDKVoMucrvv//O1KlTee+992jcuDHHjx9n5MiRvPvuuwwfPjzN444fP07t2rWTxGQ2m+3LjRs3vu3xzso1LYY0xpCkJTw8nODgYGJjY+3rSpUqxfnz5yldujSHDh3K1Gw4Bw8e5PHHH+fPP//E39+fv//+G39/f1eE7nbqry7Z3apVq3jmmWe4dOkSHTt2pEePHnTr1o0yZcpgGAbXr1/n4sWLzJ07l6lTpxIbG4vFYmHw4MGMGzfOba34VHfSFhkZmWPeAyXrqe6IOEd1R8RxrhpjKC4ujjJlyjBnzhzuvvtu+/r//e9/XL9+nXnz5qU4plu3bjRp0oQ333zTvm7BggW8/PLLnD59Okmy578CAwPZuHEj1apVS3X70aNHadeuHefOnUs3bkekHo1ILhIYGMiPP/7IXXfdRWBgIJDYxQzg9ddfz/QUyXXq1GHLli1UrFiRyMhIe/cyEUnfn3/+SaNGjXjooYf4/fff7V2C4+LiGDlyJHfffTenTp0iJiaGJUuW8L///Y9KlSpRrlw5/P39KVmyJLVr12bixInExsbSoUMHduzYwYcffqiunR6ipJCIiIjkJj4+PjRo0IANGzbY19lsNjZu3EjTpk1TPebWbKz/dSs5dbu2OWXKlOHQoUNpbv/zzz/dMrNrrulKJnI7Xbp0oUuXLgBcvHiRAwcOEBsba++7mVn58uWja9euzJo1ixUrVtCjRw+XlCtyS1RUFE8//TTR0dH079+fu+++2+Xdo5IzDINNmzZx7NgxrFYrNpsNm81G3bp1ad26dabLj4iI4OGHHyY0NJSDBw+yePFiGjduzMCBA/niiy/YuXMnAIMHD6Z///6sWLGCpUuXsmPHDi5cuGAvx9/fnypVqjBq1CgeeOCBHDkQvIiIiIhkX0OGDGHIkCE0bNiQRo0a8emnnxIVFWUfE/KZZ54hMDCQ8ePHA9C1a1dmzJhBvXr1aNKkCWFhYUycOJGuXbvettVf586deeedd+jSpUuKmcdiYmKYMmWK/XutKykxJHlOiRIl6Nixo8vLveuuu+yJIcMw9OVUXCYhIYG+ffuydOlSAJYsWUKZMmXo378/AwcOpFy5ci4/5/Hjx3n55Zft50xu+PDhvPHGG043ZzcMg4EDBxIaGkr58uW56667+O6779i1axe7du0CoGjRosyaNYv7778fSOxTPWrUKM6fP8/Zs2cpXrw4JUqUcPl0nSIiIiIi/9WzZ08uXbrExIkTuXDhAnXr1uXHH3+kZMmSACm6hw0bNgyTycTbb79NeHg4xYoVo2vXrowdO/a25xk6dCi//PILTZs2ZdCgQQQFBQGJs5HNnj0bq9XK0KFDXX59GmNIxEWioqIoVaoUcXFx7N+/nxo1ang6pHSpv3r2ZxgGgwcP5uuvv8bPz4/+/fvz008/cfHiRQAKFCjAqlWraNKkiUvOFxcXx9SpU3nnnXeIiYnB29ubTp064e3tjdlsJiYmxj4LQvfu3fnmm28oVKiQw+f54IMPGDFiBN7e3qxfv56mTZty6dIlPvvsMz7//HOCg4P57LPPKF++vEuuy9VUd0Sco7oj4hzVHRHHuWqMoax28uRJXnnlFdatW2fvdmYymejQoQPvvfeefYYyV9IYQyIuUqBAAdq2bQvAihUrUmyfMmUKd9xxB+Hh4VkdmuQQVqs1RZ/jCRMm8PXXX2M2m5k7dy4ff/wxYWFhfPfddzRq1IioqCgeeOABTpw4kenzr1+/nsaNGzNu3DhiYmJo3749O3fuZPHixfz000/88MMP/Pbbb8yZMwc/Pz+WLl1KmzZtCAkJceg8v//+O6NGjQJg6tSp9r7ZxYsXZ9SoUYSFhbFs2bJsmxQSEREREXGXihUr8uOPPxIaGsqqVatYtWoVoaGh/Pjjj25JCoESQyIudddddwEpE0OnT59mwoQJbN26lffff98ToUkm3Lhxg/79+zNy5EhiYmJcXn50dDRjx46lWLFilClThu7duzN69GhGjx7NxIkTAZg+fTr33HMPkDht5SOPPMLKlSupW7cu58+f57777uPatWtpnsMwDHbs2MG7777LihUrkszSd/78efr160eXLl04cuQIJUuW5Ouvv2bFihXUrFkzRVl9+vRh3bp1lC1blsOHD9O6dWtWr15922uMi4tjz549fPnllzz66KNYrVYeffRRnn76aSceMRERERGR3M1sNif5cyd1JRNxoUOHDlG/fn18fHw4f/68fcazkSNHMnXqVCCxZdGxY8eyxYxJeblZckbHgYqPj+eBBx6wd5+qX78+8+fPp2rVqi6J49dff2Xo0KGcPHkyzX3Gjh2bZn/k06dP06ZNG86ePUuHDh349ddf8fHxsW+/du3/2bvv8CiqLoDDv9lNI5UQkpBC6L333kGlSRXpIvChIiioCIIgKiogHQRFQWroRSnSkU5AeocQIATSgPS+u/P9sWQh9ISETcJ5nycPTNk7dza5uzNn7j03kmXLljFv3jxOnz5tWm9ra0uTJk0oX748v/76K1FRUSiKwgcffMC3336Ls7Pzc+seHBxMly5d8PPzQ6PR8PPPPzNo0CDT+5qUlMSff/7JggULOHPmDCkpKabXlitXjv3797/0rIDm8jq3HSFehrQdITJG2o4Q6ZdTh5IFBgbyxRdfsGvXrjRDyZo1a8bPP/+Mj49Pph9TAkNCZCJVVSlZsiQ3btxg3bp1tG7dmqioKIoWLUpMTAx58+YlMjKSsWPHmobSmNPrepExd+5cxo4dy7Bhwxg6dOhT91NVlYEDBzJv3jzy5MmDnZ0dd+7cwcnJiT/++IN27dpluA6PJncuWLAgP//8M4UKFeL48eMcP36cM2fO0KRJE7777rtnfmmdPHmSpk2bEhsbS+vWrSlevDg3btzg5s2bnD9/3tTLycbGhqZNm3Lq1Clu3bqVpoyqVasya9asdOcqSkxMZNCgQSxatAiAPn36MHXqVFauXMmPP/6YJuDl7OxMlSpVqFatGoMHD6ZAgQLpOlZ28rq2HSFelrQdITJG2o4Q6ZcTA0NBQUE0a9YMCwsL+vXrR6lSpQC4ePEi8+fPR6/Xs3PnTry8vDL1uBIYEiKTDRo0iLlz5/Lhhx8yY8YMJk2axMiRIylbtixffvklffr0wdXVFX9/f/LkyWPWur6OFxm7d++mZcuWGAwGwDhjwA8//PDEL4UJEyYwevRoNBoNq1atokqVKvTo0YNDhw4B8OWXX/L999+n6wslKSmJyZMnM378eBITE7GwsGDo0KGMHDnypXrP/PPPP3To0MF0Xg8rV64c/fv3p3v37jg7O6OqKqdPn2bz5s0cO3aM5s2b87///e+lZhibMWMGw4cPx2AwkCdPHlMwysPDg2HDhtG6dWsKFy6c7b58M+p1bDtCZAZpO0JkjLQdIdIvJwaGBg8eTEBAAGvWrHnidPWdO3emWLFizJgxI1OPK4EhITLZhg0b6NSpE0WKFOH06dOULFmS4OBg/vjjD7p3707ZsmW5fv06M2bM4MMPPzRrXV+3i4wbN25Qu3Zt7t69S6VKlTh16hQA/fr1Y9asWWneg2XLlvHee+8BMG3aNAYOHAgYh5aNHDmS6dOnAzBnzhz69ev3xOPFxcWh1+tRFAVFUTh06BCffvop/v7+ADRu3Jjp06c/MY9PRqxevZq//voLLy8vfHx8KFiwIMWKFaNMmTKv5Etv27Zt9OzZk8jISFxdXRk2bBgffPCB2QOgWeF1aztCZBZpO0JkjLQdIdIvJwaGypYty7x586hTp84Ttx84cID+/ftz4cKFTD2uRaaWJoSgSZMmWFlZce3aNb799luCg4Px9PSka9euWFhYMGTIEIYMGcK0adPo378/FhbSDDPb0aNHOXXqFO3btyd//vyAMcHzO++8w927d6latSq7d+9m2bJlpqFiERERNGvWjKNHj/Lff/9x/vx5AD799FNTUAjA0tKSn3/+mfz58zN69GiGDBlC9erVqVSpkmmfxMRE+vXrx6pVq55YvwIFCjBhwgS6du2aqV9GnTt3pnPnzplWXnq98cYbHDlyhAMHDtCuXTvs7e3NVhchhBBCCCFymrt37z4zh1DhwoWJiIjI9OPKrGRCZDJ7e3vq168PwKRJkwD45JNPTAmB+/Tpg4uLCwEBAaxdu9Zs9cyNYmNjGTp0KPXr12fgwIEULlyYnj178u+//zJw4EBOnjyJq6srK1euJE+ePPTt2xdfX1+srKxYu3YtH3/8MQsWLODs2bMYDAZ69OjBhAkTnnisYcOG0bJlS5KSkujevTsxMTEApunjnxQUsrS0ZPDgwZw5c4Zu3bpluycUmaFw4cL06NFDgkJCCCGEEEKkk7u7O5cuXXrq9gsXLuDm5pbpx5XAkBBZIHXaegBHR0f69+9vWra1tTX1QJk0aRI5fDRntrF9+3aqVKnCL7/8gqqqFC9enOTkZFauXMkbb7yBr68vWq0WX1/fNFH4jh078vfff1OuXDmaN2/O8OHDWbVqFdeuXePPP/986tSQGo2GefPm4e3tzZUrVxg4cCCRkZG0atWKnTt3Ymdnxz///ENUVBRRUVFERkYSERHB5MmTcXJyelVvixBCCCGEECKHaN26NaNHj+bOnTuPbQsPD2fs2LG0bt06048rOYaEyALnz5+ncuXKAHz++ef89NNPabbfvXuXYsWKER8fz9atW2nSpIkZapk7xqurqsrnn3/OrFmzAGOPldmzZ9O8eXNOnDjBvHnzWLZsGTExMUyZMoVBgwZl6vEPHTpE06ZN0ev1eHp6cvv2bfLmzcuGDRuoVatWph5LZB+5oe0IYQ7SdoTIGGk7QqRfTswxFBkZSfPmzQkLC+Odd96hZMmSqKrKpUuXWLNmDW5ubmzfvh1nZ+dMPa70GBIiC5QpU4YaNWrg6urK4MGDH9vu4uLCu+++C8CWLVtedfVylcWLFzNr1iwURWHQoEEcP36c5s2bA1ClShVmzZpFYGAgZ8+ezfSgEECdOnUYN24cALdv3zZ9WEtQSAghhBBCCJEeefPmZceOHXTu3Jm1a9fy1VdfMXLkSNavX0+nTp2yJCgEEhgSIksoisKuXbu4ePEinp6eT9ynQYMGABw8ePBVVi1XCQgIYMiQIQB89913TJky5Ym5bezs7ChZsmSW1WPo0KEMGDCAGjVqsHPnzjSJqIUQQgghhBDiReXNm5cpU6YQEBDApUuXuHTpEgEBAUydOhWdTsfkyZMz/ZgSGBIii1hbW+Pg4PDU7XXr1gXg+PHjJCQkPLY9OjqaoUOHcvz48SyrY06m0+no27cvsbGx1K9fny+++MJsddFoNMyaNYsDBw5QqlQps9VDCCGEEEIIkTsoioKrqyuurq6mIW8hISH8+OOPmX4sCQwJYSZFihShQIECpKSkcOzYsce2z5o1i19++YVRo0aZoXbZ388//8zBgwdxcHBg/vz5Mt5eCCGEEEIIITJAAkNCmImiKNSpUwd48nCybdu2AXDs2DGZuewRx44d4/vvvwdg+vTpFC5c2LwVEkIIIYQQQogcysLcFRDidVa3bl3WrVv3WGAoIiKCw4cPA8bM9AEBARQrVswcVTS7pKQkhgwZwpUrV4iLiyMuLo5bt26h0+no3LkzPXr0MHcVhRBCCCGEECLHksCQEGaUmmfo8OHDGAwGNBpjJ76dO3diMBhM+x0/fvy1DQytWLGCefPmPba+ePHiptnIhBBCCCGEECKne14akTt37mTJcSUwJIQZVa5cmTx58nDv3j0uXbpEmTJlANi6dStgHG6mqirHjx/nnXfeMWdVTW7duoWjo+NTE2vv3bsXf39/evbsiZWV1Usfb/ny5QC89957dOjQATs7O+zs7Chfvjw2NjYvXb4QQgghhBBCZAenT59+7j6pnQsykwSGhDAjS0tLatSowd69ezl06BBlypRBVVVTfqFOnTqxevVqTpw4YeaaGvn7+1OtWjW8vLw4cOAAzs7OabafOHGCVq1akZyczIwZM5g7dy41a9bM8PGCg4PZtWsXACNGjHhte00JIYQQQgghcr8NGzaY5biSfFoIM3s0AfWZM2cIDg7G1taWTz75BDAOJcsOCajnzp1LQkIC/v7+9O3bN81wt9jYWHr27ElycjKKonD+/HkaNGjAsGHDiIuLy9DxVq5cicFgoHbt2hIUEkIIIYQQQogsID2GhDCz1K6AqYGh1GFkjRs3pmrVqlhZWWWLBNQJCQksXLgQMA5x27RpE5MnT2bYsGEAfPbZZ1y5cgUvLy+2bt3K+PHjWbJkCdOnT2fjxo3s2rULDw+PdB1z2bJlAHTr1i1zT0YIIYQQQgghspmJEye+0H5ffvllph5XAkNCmFnt2rUB4zCtsLAw0zCyN998EysrKypUqMCxY8fMnoB61apVREREUKhQIb788ks+/vhjRo8eTc2aNQkJCWHBggUoisKCBQsoWbIk8+fP591332XgwIFcvXqVH374gVmzZr3w8S5evMjx48fRarV07tw5C89MCCGEEEIIIcxv/PjxeHh4kD9//qeOGFEUJdMDQzKUTAgzc3Z2pmzZsgBs27aNAwcOAPDGG28AULVqVcA4nMycfv/9dwD69etH//796dWrFwaDgZ49e/Lxxx8DxjxAjRo1Mr3mzTffZMGCBQD8+eefBAYGvvDxUnsLvfnmm7i6umbSWQghhBBCCCFE9tS8eXPu3buHt7c3I0aM4N9//2Xv3r1pfvbs2ZPpx5XAkBDZQOpwsvHjx6PT6ShevLipd1BqYOhJCaiPHDnCxYsXs7x+J0+exM/PD0tLS95//30URWHmzJmUL1+e0NBQoqOjqV27NqNHj37stQ0aNKBJkyakpKQwYcKEFzqeqqqsWLECgK5du2bquQghhBBCCCFEdrRy5UqOHz9OtWrV+OabbyhbtizffPMNV65cydLjSmBIiGwgNQH15cuXAWMvmVQP9xh6uDvhuXPnaNSoEY0bNyYmJiZL6zd37lwA2rdvj7u7OwC2trYsX74cZ2dn8ufPz6JFi7CwePLo1DFjxgCwYMECbty4kWbbqVOneP/999m0aZNpnZ+fHwEBAdjZ2dG2bdusOCUhhBBCCCGEyHY8PDz47LPPOHr0KPPmzePOnTs0a9aMN998k4SEhCw5pgSGhMgGUnsMpUodRgZQrly5NAmoU82YMQO9Xs+9e/f4888/s6xu0dHRpmFdAwYMSLOtZMmSXLp0iQsXLlC4cOGnllGvXj2aNWtGSkoK48ePN63/77//aNGiBUuXLqVDhw68++673L5923S8du3aYWdnl/knJYQQQgghhBDp8Pvvv1OxYkUKFChA8+bNOXbs2DP3j4qK4osvvqB06dK4u7tTvXp1Uz7ZF1W1alUaNGhAyZIlOXPmDCkpKS9zCk8lgSEhsoGiRYuaeuJYW1unydOTmoAaHuQZCgsLw9fX17TPrFmz0Ol0WVI3X19f4uLiKF26NA0bNnxse968eXFycnpuOam9hhYuXMi1a9fw8/PjrbfeIjIykuLFi6PValm3bh0VKlRgyZIlAHTv3j1zT0YIIYQQQggh0mnt2rV8/fXXDB8+nH///Zfy5cvTqVMnwsPDn7h/cnIyHTp0IDAwkAULFnD06FGmT5/+wrM0HzlyhE8//ZRSpUoxd+5cunbtyoULF3B0dMzM0zKRwJAQ2YCiKKbhZA0bNsTW1jbN9kcTUM+dO5ekpCQqV65M/vz5uX79On/99Vem10tVVdMwsgEDBqAoSobLqlOnDi1atECn0/HBBx/QqlUroqOjqV+/Pn5+fvj5+VGzZk1iYmKIiYnBzc2Npk2bZtapCCGEEEIIIUSGzJ49m969e9OjRw9Kly7NlClTsLW1NT3QftSSJUuIiIhg6dKl1K5dGx8fH+rVq2d64P8006dPp3bt2vTo0QM7Ozs2b97Mrl276N+//ws9jM+oXDNdvV6vT/OvEDlN37592b9/Px999NFjf8eVK1cGjIGh+Ph4fvvtNwCGDBnCpUuX+Omnn5g2bRrt27dP1zGf1W4SEhL4/vvvOXv2LHny5KFbt24v3b5GjRrF9u3b+ffffwFjEGzt2rXY2tpSrlw5du3axR9//MHs2bP55JNPUBRF2rTIluQ7R4iMkbYjRMZI2xEi/Z7WblLztkZHR6d58G1tbY21tfVj5SQnJ3Py5EmGDh1qWqfRaGjUqBFHjx594rH/+ecfatSowbBhw9i8eTMuLi507tyZIUOGoNVqn1rnb7/9Fm9vb9q3b4+iKKYUG4/64YcfnlpGRuSawFBq7hV/f38z10SIjPHx8WHHjh0AXLp0Kc02FxcXwJiTZ9q0aYSGhuLu7k65cuXw9vZm0qRJ+Pn5sXLlSipVqpTuYz/abo4ePcp3333HzZs3AejVqxehoaGEhoZm5NRM8ubNS7169Thw4AC1atViwoQJBAUFpdmncePGNG7cGHj8fRAiu5HvHCEyRtqOEBkjbUeI9Hu03SiKQqFChShfvjyxsbGm9cOHD2fEiBGPvf7u3bvo9XpcXV3TrHd1dX3qbGE3btxg3759vPPOO6xcuZKAgAC++OILdDodw4cPf2pd69ati6Ioz5x5+mVGcTxNrgkMFS1alKtXr5pylQiRmxQpUgQrKytiYmJMvYUGDRpE+fLlAWMunoULF7J+/Xq6dOnywuXq9Xr8/f1N7SYpKYkhQ4awYMECwJgRf/r06Zk6M9jy5cvZuXMn7dq1w8bGJtPKFeJVerTtCCFejLQdITJG2o4Q6fe0dqOqKsnJyZw9e/axHkOZxWAwkD9/fqZNm4ZWq6Vy5coEBwczc+bMZwaGNm7cmGl1SI9cExhK/UVrtVr5sBS5Tp48eahQoQLHjh0jODgYW1tbBgwYYPpb//TTT1m4cCF//fUXgYGBFClSJF3lp7ab3377zRQU+uCDDxg3blymj2V1d3eXpNIi15DvHCEyRtqOEBkjbUeI9Hu03aQOJXN0dHyh3jcuLi5otdrHEk2Hh4fj5ub2xNe4u7tjaWmZ5rglS5YkNDSU5ORkrKysMnIqWSbXBIaEyO2qVq1qmhKxd+/eODs7m7aVL1+eFi1asH37dn744QfeeecdQkNDCQsLw8XFhT59+rzQh96WLVsA+Omnn/j888+z5kSEEEIIIYQQIoewsrKicuXK7Nmzh9atWwPGHkF79+6lf//+T3xNrVq1WL16NQaDAY3GOOfX1atXKVCgwDODQr169XriekdHR4oVK0bv3r3Jnz//S57R4yQwJEQOkTozGRiHkT1qyJAhbN++nUWLFrFo0aI025ydnZ+bmDo+Pp4DBw4AZOrQMSGEEEIIIYTIyQYOHMjAgQOpUqUKVatWZc6cOcTFxdGjRw8APvzwQzw8PPjmm28A48RCf/zxByNGjGDAgAFcvXqVKVOmMGDAgGce52nT0UdFRbFo0SJmzpzJpk2bKFu2bKaenwSGhMghWrZsSYECBWjTpg0lS5Z8bHvz5s3p0KEDBw8exM3NjQIFChAVFcWRI0eYNGkS7dq1e2avoQMHDpCcnEzBggUpUaJEVp6KEEIIIYQQQuQYHTt25M6dO/z444+EhYVRoUIFVq9ebRpKFhQUZOoZBODt7c3q1asZNWoU9evXx8PDgw8++IAhQ4Y88zi//PLLU7cZDAY+/fRTvvvuO5YvX54p55VKAkNC5BCenp4EBgaaxsQ+SlEUVqxYkWZdWFgYxYsX58iRI+zbt4+GDRs+tfydO3cC0KxZsyzJdC+EEEIIIYQQOdWAAQOe2uPnSUmja9asyfbt2zPt+BqNhgEDBqRrsqEXLjvTSxRCZKn0BG3c3Nx47733AJg0adIz900NDDVt2jTjlRNCCCGEEEIIkSXs7OyIj4/P9HIlMCRELjdkyBA0Gg1btmzh9OnTT9wnPDycU6dOARIYEkIIIYQQQojsaPfu3RQvXjzTy5WhZELkcsWKFaNjx46sXr2ayZMns3Dhwsf22b17NwAVK1Z86pSLQgghhBBCCCGyzubNm5+4Pjo6mlOnTrF48WKmT5+eZpuqquzbt4+EhARq1apF3rx5031cCQwJ8RoYNmwYq1evZuXKlXz77bcULlw4zfbUwFCzZs3MUDshhBBCCCGEED179nzient7e0qUKMFPP/3Ejh07mDx5MjVq1OD777+nS5cuHDlyBABXV1fWrFlD+fLl03VcGUomxGugSpUqNGvWDL1e/8QI88OJp4UQQgghhBBCvHr37t174k9gYCA7d+7k6NGjHD16lI4dO3L+/Hk6d+6MwWBg27Zt7Nixg5IlSzJu3Lh0H1cCQ0K8Jr744gsA5s+fT3h4uGl9YGAgN2/exMrKivr165urekIIIYQQQgjxWtu7dy+1a9cmOjr6sW1RUVEsW7aM//3vf3zxxRcsXLiQ//77jzFjxlC9enWqVq3K2LFjOXHiRLqPK4EhIV4TTZs2pWrVqiQkJNCtWzcSExMBOHz4MAB169bF1tbWnFUUQgghhBBCiNfWnDlz6N27N46Ojo9tc3JywmAwsH37dgA8PT2xsbHBy8vLtI+3tzd37txJ93ElMCTEa0JRFObOnYujoyN79+6lT58+6PV6/Pz8AJmNTAghhBBCCCHM6ezZs89M76GqKufOnTMta7VaFEUxLT/8//SQ5NNCvEYqVqzI6tWradOmDWvXrsXV1dWUqKx58+Zmrp0QQgghhBBCvL7Cw8OxtLR85j537tzht99+A0Cn0+Hr64uLiwsAMTExGTquBIaEeM00btyY+fPn07NnT9MHirOzM1WqVDFzzYQQQgghhBDi9eXh4cGFCxcoWrToE7e7uLgQERHB7NmzAXBzc2PFihVp9vH29k73cSUwJMRrqEuXLoSEhJgSUjdq1AitVmvmWgkhhBBCCCHE66tFixb88MMPNGvWDBsbmzTbEhIScHV1pWPHjkyYMCFTjys5hoR4TX3yyScMHz4cCwsLevToYe7qCCGEEEIIIcRr7YsvviAyMpLq1aszffp0Nm/ezObNm5k2bRo1atQgMjKSzz///Kmvv3XrFkOGDEn3caXHkBCvsbFjx9K5c2fKly9v7qoIIYQQQgghxGvNzc2NLVu28Pnnn/Pdd9+hqipgTCrdtGlTJk2ahJub21Nff+/ePRYvXsy0adPSdVwJDAnxmntecjMhhBBCCCGEEK+Gj48Pq1atIjIykoCAAFRVpVixYuTNmzfLjimBISGEEEIIIYQQQohsJG/evFStWvWVHEtyDAkhhBBCCCGEEEK8pqTHkBBCCCGEEEIIIUQ216tXr2duj4qKylC5EhgSQgghhBBCCCGEyOYcHR2fu71r167pLlcCQ0IIIYQQQgghhBDZ3C+//JKu/W/duoWHhwcazbOzCOX4wFBKSorpX61Wi16vN3ONhMg59Hq9tBshMkDajhAZI21HiIyRtiNE+j2t3aQup6SkYGVlZY6qvTJ16tRh7969FC5c+Jn7Kaqqqq+mSlkjOTmZhIQEc1dDCCGEEEIIIYQQOUSePHlyfWCoYMGC7Nu377mBoSztMTR+/HgmTJiQZl2JEiU4cuQIAImJiXz99desXbuW5ORkmjZtyqRJk3Bzc0v3sbRaLdeuXaNYsWJotdpMqb8QuZ1er+fq1avSboRIJ2k7QmSMtB0hMkbajhDp97R2YzAYSE5OfuFyXmVcw1yyfChZ6dKlWb9+/YMDWjw45MiRI9m2bRsLFizA0dGRL7/8kl69erF169YXLj+1PI1Gg8FgQKPRPHf8nBDCSFVVaTdCZIC0HSEyRtqOEBkjbUeI9Hteu3k4NvE8WR3XMLcsDwxZWFjg7u7+2PqoqCiWLFnC77//TsOGDQGYNWsWtWrV4ujRo9SoUSOrqyaEEEIIIYQQQgjxTLk9rpHlgaGAgADKlCmDtbU1NWrUYMyYMRQsWJBTp06RkpJC48aNTfuWLFkSb2/vZ76BSUlJJCUlmZZTUySlJpCShGxCvDhpN0JkjLQdITJG2o4QGSNtR4j0e1q7MRgMAMTExKAoimm9tbU11tbWTywrs+Mar8rD5/csWRoYqlatGr/88gvFixcnNDSUCRMm0KpVKw4ePEhoaChWVlY4OTmleY2bmxuhoaFPLXPq1KlpxvfZ29tz9uxZrl+/DoC/v3+WnIsQuZm0GyEyRtqOEBkjbUeIjJG2I0T6PdpuNBoNPj4+1KpVK03sYfjw4YwYMeKx12dFXONVedG5xrI0MNSiRQvT/8uXL0/16tWpUKEC69evx8bGJkNlDh06lIEDB5qWU0+0cOHCBAQEULx4cUnIJsQL0uv1+Pv7S7sRIp2k7QiRMdJ2hMgYaTtCpN/T2o3BYCAlJQU/P7/Hegw9SVbENV6VQ4cO4eHh8dz9snwo2cOcnJwoXrw4AQEBNGnShOTkZKKiotJE18LCwp44di/Vo927DAYDMTExpl+0VquVD0sh0knajRAZI21HiIyRtiNExkjbESL9Hm03iqKQkpKCg4NDhpK5Z0ZcI6PCw8NxdXU1LZ85c4bZs2cTEBBAgQIF+N///kf9+vVN2729vV+o3Fea0j42NpZr165RoEABKlWqhKWlJXv27DFtv3LlCkFBQWYfhyeEEEIIIYQQQgjxKHPGNUqXLk14eDgAfn5+NGvWjJs3b1KrVi1iYmLo0KEDBw4cSHe5WdpjaPTo0bz11lsULFiQ4OBgxo8fj1arpVOnTjg5OdGzZ09GjRqFs7MzDg4OfPnll9SoUUMCQ0IIIYQQQgghhDC77BTXeDhn0IQJE3j33XeZOXOmad1XX33FxIkT+euvv9JVbpYGhm7dukX//v25d+8e+fPnp1atWmzfvp38+fMD8OOPP6LRaOjduzfJyck0bdqUSZMmZWWVhBBCCCGEEEIIIV5Ido1rXLhwga+++irNut69e9O2bdt0l5WlgaH58+c/c7uNjQ2TJk2SYJAQQgghhBBCCCGynewW14iNjTXlXn40YbaNjQ0JCQnpLvOVJp8WQgghhBBCCCGEEBlTvXp1wDis7MSJE1SsWNG07cKFCxQoUCDdZUpgSAghhBBCCCGEECKb27BhQ5rlR2c+CwwM5L333kt3uRIYEkIIIYQQQgghhMjm6tWr98ztH374YYbKfaXT1QshhBBCCCGEEEKI7EMCQ0II8QICowJZeX7lgxUGg/kqI4QQQgghhBCP+Oijj3j77bfT/ToZSiaEEM9wLPgY0/ymsfrCajSKhgY+DfCwK4C2Vy/UggUxjBsHFvJRKoQQQgghhDAvDw8PNJr09/+RuxkhhHiE3qBn45WNTD8ynf039z9Yr+ppebwlp8/8D82qVQAox46hX7oU3NzMVV0hhBBCCCGEYMyYMRl6nQSGhBDivrjkOBadXsTMozPxj/BPs83a1pri1YtTvFpxegTuQNPXCaKigD0srVUL/fLlqLVqmafiQgghhBBCCJFBEhgSQrz27iXcY/Lhyfxx4g8iEiPSbCvlUgqH2g4UqlAIC8v7H5n2YGjRAuXoUZQbN1Bu3ULbtCmGn3/G0L8/WFmZ4SyEEEIIIYQQr7OgoCDGjx/PrFmz0vU6ST4thHit7bi2g6q/V+XnQz+nCQq5F3GnYbeGnBpwimJViz0ICqXSalFr10atWhXVwgIlJQXtkCFYeHmh7dsXZdMmSEp6xWcjhBBCCCGEeF1FRESwbNmydL9OegwJIV5LibpERv87mulHppvWaTQaepTrQWjtUJwLOBvX6Z8dP1dLlKD7DGeUgwchIQGIwnfJEjRLlqA6OaG2aYOhUyfUFi3A2jorT0kIIYQQQgiRi23evPmZ22/cuJGhciUwJIR47ZwPP0/P9T05G37WtK5A0QLUaFODefbz6KXtla7y1Pz5UVu1Qrl9G27eRLW5g5KYiBIVhbJ0KZqlS1EdHY1Bos6dJUgkhBBCCCGESLeePXuiKAqqqj51H0VR0l2uDCUTQrxWLt29RPMlzU1BIWutNVXeqELD7g2xdbLNeMEWFqg+Pqj16qG7fZtuk+rQ7VNvunfRAqBER6Px9cWiY0fjcLM+fVA2bID4+Mw4LSGEEEIIIUQuV6BAARYvXsy9e/ee+LNnz54MlSs9hoQQr42g6CBaL2vNnYQ7ADi5OrGr3S4mekzM3APZ26P6+ICPD6pOh65dR3odGY4SHAx6Pb5rolF8fdH4+qJaWaHWqYPapAlqs2ao1aqBhXw0CyGEEEIIIdKqVKkSJ0+epFWrVk/d51m9iZ5G7j6EEK+Fewn3aL28NYHRgQDkdc9Lk95NqGBZIWsPbGGB2v4dVMu/UXU6lNu3Mage9LT4C/R6IBnfNXtgzx4YO9Y45KxhQ9RmzTA0bQqlS0MGuoMKIYQQQgghcpfBgwcT/4wRB0WLFmXDhg3pLlcCQ0KIXC8uOY72K9tz4c4FAOyc7WjYvSFWNlagf4UVuT/cTP/JYgyru6GEhkBIKGopLT3KX7q/UzS+azbCxo1oAdXTE7VJEwxNm6I2bQpeXq+wwuJVS9QlYmNhY+5qCCGEEEKIbKhu3brP3G5nZ0e9evVMy7du3cLDwwON5tlZhCQwJITI1VL0KXRb143Dtw4D4G7nTvXu1cljn8e8FbOwQPXyBi9vdN8vxuDbCSU0FMJCUT2S6VE3+P6Ot/FdupSeiUthM+DggFqgAIur/4TaqBE4OZnzLEQmuBF1g42XN7LhygaOBR8j8JNA8lia+e9TCCGEEELkeHXq1GHv3r0ULlz4mftJYEgIkWsZVAP9N/Zny9UtAFhaW7Kx60Ym5Ztk5po9ga0tapEiUKQIuh8XYVjc3hgoCglBdYwFoo37xcSgxMRgMb4zqkaD2qAB+smToWJFs1ZfvDhVVTkZepK/L//NhssbOB12Os32Xdd30bpEazPVTgghhBBC5BYvmm9IAkNCiFxJVVWG7RjGsnPLANBoNdR/tz6V3CuZuWYvQFHA0RHV0RFKlEA34U/UhW9DaAiEhqHcuUP3TgbAAOyBCTVZXPl7DJ99BlqtuWsvniBZn8yeG3vYcHkDG69sJCgm6In72eW1Y6J+Iq1pDSkpYGn5imsqhBBCvH4SUhK4ePciZ8LOcD78PHcT7vJ7m98hJAQlKAg1b15I/ZFJQkQuJH/VQohcacLBCcw8OhMARVGo26kuboXcXm1OocxiYYHq4gIuLlC2HKpejxIeDrduoVy9CgYD2lGjUDZtQj9vHhQrZu4aCyAiIYItAVvYcHkD66+uR5ese+J+1T2qk1gqEa+SXji5OaEoCqQY0L7xBmqlShi++w4cHV9x7YUQQojcx6AauBpxlbNhZzkbfpazYWc5F34O/wh/DKrBtJ+CwvQ3p2P/999oBw1KU4bq4IBaogRqy5aorVujVq0Kz8nfIkR2J4EhIUSuM+/EPMbsGWNart6mOl6lclHSZq0WtUABKFAAChdG8TsMxKI5eBClenUMEydi6N9fZjMzg+uR19l4ZSMbLm9g38196AyPB4OstFa4FHHBs6QnniU8WWO3hl7aXmn20fzxB5oDB+DAATTr16OfOhW1fXv5nQohhBDpFBARwO7ru9l1fRf/3viX8Pjw575GReXinYtMu/sbSifjOt810L0TQAxwHC4ex/eHH1A9PFBbtsTQujVqs2Zga5uVpyNElpDAkBAiV/G75cegLQ+e7PzY5EdOVT5lxhplLdXFBfXNt9DbudMr5BcgDnZ9zJK//0b/22/g6WnuKuZqqqpyLPgYGy5vYMOVDZwJO/PE/axsrPAo4YFXSS82FN7AQNuBDzY+oRdbD5tNKB+6GnuGcRvfd9/F0KYN+unToWDBrDkZIYQQLy1Rl8ip0FP8d/s/OpfpjLu9u7mr9NoJiQ1h943d7L6+m3+v/8v1qOvP3F9rocUxvyOtXVtzxv0MTm5OOLk6UcW2CmpBH3DKC8nJ6Ou9ixo5D5KTjd/PkZEAKMHBKPPno5k/H9XGBrVpU9RWrTC0agXe3ll+vkI8i/KCDxUlMCSEyDVik2Pp83cf9KrxTrtkrZJ8XvtzetPbzDXLYlothqlTUX87h+LnBwkJaLZuRalSBf2MGajvvmvuGuYqSbokdl/bzeJTizmw4wC3Y28/cT87Zzu8SnrxS/FfmFt4rmmaUAe9w/MP4uiI2rQpXLuGcvIkkIxm40aU3bsxfPstho8/lnxSQghhZnqDnot3L/Lf7f/4L/g/jt4+yumw06beoh4OHnQs3RHNl19CwYKoNWuiVq4M1tbmrXgupKoq269t54f9P3Ao6NBT97O0tsTVxxVnD2e+dvmaRQUWYZ/PHo1Gw3z9/DQ9eBW9Avb2qPb2ABjaD0Jd72c8HkB8PN2q34Zbt40ThhgM+K5JRNm8GTZvRguolSsbexLJkDNhJpJ8Wgjx2vlyx5dcjbgKgIuXC5WaV0JRX5+hN6q7O2rLlijHjwPXUSIisOjVC8Pff6OfMcOYo0hkSERCBP9c/YcNlzewLWAbMckxT9wvn2c+hpQYwoHSB3ByNeYLaqRvxB+aPzJ0XLVIEVRPT7p5nkC5fgOIg0NfsMTXF/2cOVClykuclXiV/O/5cyr0FJ3KdALD/TwWcoMgRI5zK+YWvx77lUNBhzgecpzY5Nin7js2eCwdCzRFO22aaZ1qZYVaqRJqrVrGQFHNmlCkiAwVfgl7b+zlmz3fcCDowGPbNFoN+Qvmx72IO3N85jDde7rpQU0nfSfWa9dn/MC2tqjFikOx4qg6HUpoKAankvRM8oXERAB815xEe/IkyJAzkUWSkpIAsH5KwPnQoUN4eHg8txwJDAkhcoWNVzbyx0njzbeFpQW129c2fvHnxGTTL8PSErVWLXQrJ6IdOBDlzh00q1ah7N+P/rffUN96y9w1zDHiU+LZeGUjy88tZ+vVraQYUh7bR6PV8GbhNwkvHY5nCU/yOORhhH7EYzmDXoq1NWqt2lC4CMp//0FsLJrjx1Hq1MEwaBCGQYOgcOHMO57IFLHJsfx741+2Xd3GtoBtBEQGYKGxoHmR5uQ9ewVts2ZQvLgxgWnJkqglSkCpUsZ/nZ3NXX0hxCOik6KZdGgS049MJ0GX8NT9HPM7ks8rH/k88+FeyB2uXaN7d2u4f/PmuyaZHj5HIfgo/AW+vUF1dUWtWRNDx46oHTuCnd2rOq0c7XDQYcbuHcuu67vSrHfM74hXKS+m+kzl90K/Y2FpvOWtqa9pCgplOgsLVC8v9B//imF9LMq9CLh1C9Xfkh7FU1MaBOObOuTM2hpKl0Z95IcSJcDKKmvqKHKN3bt3M3v2bI4ePUpMjPFhpYODAzVq1ODjjz+mcePGpn29X3A4owSGhBA5XlhcGB9u+tC0XPnNytjnszdjjcxPbd+ebolLUf77D+XWLXzXBGPx9tvo+/fHMHEi2L/e78/TpOhT2Hl9J8vPLeevS38RlxL32D758uTDobgDzgWdKVK+CCssVmRuIOgpVHd31LfeQjl/HvWvyyg6HdoZM9DOmIGhZk3Ud97B0KmT5DMwE1VVORt+lm0B29h2dRv7b+5/LJioM+jYfWM3a/dPRmmVAJwBzuA7/pGyXF2NAaIyZTDUqYNat65xtkHpUZBt6Qw6/O/5cybsDGfDz5qmvD7S7wiO1jKrYE6Wok/hjxN/MG7/uMeSFvs4+mDwNJDPKx8uni44ezhjaW2ZtoB8VTC0bw9xcSh376L3qoGauBQlIsLUe1AJD0fZtAnNpk2oQ4YYP8/79EGtVUva/ROcCDnB2D1j+efqP2nWO7g4UKFxBbzLeKMoCk31TflT+6cZaqig5ssH+fKhG70Yg28nlGDjkDPV+h492iQBScApfFekzYOparVQtGjaYFGZMqilSoHDCwxFF7nesmXL+OSTT3j77bf58ccfcXV1BSA8PJxdu3bRpUsXZsyYQdeuXdNVrgSGhBA5mqqqfLD5A8LiwwBoU6INtpWlay4ANjao9evDtWuo2y6gxMSg/eMPNLt2oZ83D7VePXPXMFswqAYOBx1m+bnlrL6wmjsJdx7bJ49DHgqWLYhXKS82eW6ij0UfoqOjsbSyBMMTCs0qWi1qhQroji6l968tUO4Y6+q75ggcOYJ22DAMdesabyo6doQX6DosMu5ewj12XtvJtoBtbA/Y/tR8U4pGwbWgKwWKFaCye2XWOjqiliwJMTEoMdF075Q2AOm7JtyY2PTgQTTz5gH3A4N166LWq2f8qVQJLOQyLiP0Bj0xyTFEJkYSmRRJdGI0kUmRRCVFEZUYZfo3MinywXJSFMWci7Gk/ZLHyntn9TtsDdhKoi7xsW3nws9Rx6s2mqFDUd94A/WNN+T3lkOoqsr6S+sZ9e8o/O/5m9ZrNBqK1yhOqdqlnjir5FPZ2aHa2WH4ZBLq+lBUgwElMhJ9/Vb0vDkNJSQEkpLwXRPzIJFxyZIY3nsPQ48e4C5JrM+GneW7fd+x/tL6NOvtne0p17AcPuV9sq5H0Mt4aMiZ7vtfURe0hdBQiI5G9bKgR+1bpl191+jhyhWUK1dgw4Y0xailSj3IV1SnjnyWvKYmT57Mjz/+yP/+97/HtnXv3p0//viDn3/+WQJDQojXS70z9fjvyn8AWNtZ82urX/lc+dzMtcpe1CJF0B1fSu8p9VDCwoAAljZtimHoUAxjx4KNjbmraBZnws6w/NxyVp5fyY2oG49tt7SxpGCZgviU98HVx9V0sWmhzwZfneXKoTZrhhoZiRIYiFosmR6Vr97feBDfoQfRfPYZasOGxiBR+/bg5mbOGucal+9eZt2ldWy6sokjt49gUJ8cGbTLa0eBYgWYWGQiS4suNfUiKKwvbHqSDPcTmBoMEBuDEhMD0TEYHKrSw3ojSmQk6HT4rgElNBRl3TpYt874Ojs7Y46S1GBRrVpm6QmoqiqJukTyWOZ56bL0Bj1J+iQSUhJI1Cca/9UlplmXqEt88P8U43KiPpFkfTKj6o96rMx5J+ax9OxSIhMjTQGe6KToDNXvSYEfgP+U/564zcLSguDYYJTDh9HOng2zZ6N6eGDo3h3De+9B6dIZqofIeoeDDjNi1wgOBh1Ms75L2S7ENY3D3vl+W3uZ4eoaDWq+fBjaf4y6/jCqakC5HYwh2Zme1htBVYHL+I4ahWb0aDRvvolTs2bGfER5Xr695SSX717m+33fs+L8ijTrbR1tKduwLEUqFkGjzYYBoSexs0P18gIvLwB00xZjWNXV+PkfFYW+SEN6JvmiREdDbCy+a6B7p9QXX4Ibl/BtNgXV2Rn1zTeNgaI33pAhyK+RoKCgNEPFHtWoUSNGjx6d7nKzwdWtEM+WrE8mICKAO/F3qO9T39zVEdmI/z1/Tm49aVqu0aYGbnZy8/tEhQqhNmkMl6+gnDqFohrQTpmCZssW9KNGGYeq3L9Iyc2uRV5j5fmVLD+3nHPh5x7bbmNhg2tJVwqVL0SBYgXQWmTzmb/y5kXNmxfd6EUYFrRFCbyBEngTiEdRVZQ9e2DPHjSfforauDGGd94x5q/Im9fcNc9RzoefZ+3Ftay9uJaz4WefuI/WQotbYTeGFRnGjhI7sM9nj6IotNW3ZaV25bMPoNGAoxOqoxN4gf6ruajrexlnEomMRF/vLXoGTjX2IkpMNAaK4uJQdu2CXcbcGqpWCxUronp7G2e1c3Q0DjtwdDQuP/z/R7ZhbU1wXAj7AvcRmxxLTHIMMUkxpv8/+u+j2zzsPbj+yfXHTmvR6UVsD9huDN7c/4lPiScqLgr28mD9/SDQk/J4pcdX9b5Co6S9ObwVc4v9N/e/VLlgnO43iCAAeq1/0ENkcfvF5HXPS/SdaJzcnOjn2o8d7jvI65YXO2c7Oho60mtqfZQuWtDrgWB8J09GO3kyhrp1MYwfj1q79kvXT2SOK/eu8PXur1l3aV2a9a4+rlRqXoklBZZk3dBhRWPMUbNmMYbl76DcuIESEABE06ODAfgHDv3D0p9+MgYXe/eGSpWypi7ZxLXIa/yw/weWnFmSJghvY29D2fplKVqlaPb/nn4RlpamBwaGoT+irr9pemiQ8vVI1F0fQ1QUhISg3L0LgBIRgbJ8OZrly1G1WtT69VFbt8bQqhWULGnW0xFZq3Tp0ixevJjvvvvuiduXLFlCqVKl0l2uBIZEtmBQDdyMvon/PX+u3LuS5uda5DUMqgFXW1duDbn1/MLEa0Fn0PH+hvfRpRinhC1apSheJb1ev2TT6aIYk9wWKIAhIAzNsWMo589j0aMHAKqPD2rt2qh16hj/rVgRLC2fU2b2FxwbzLqL61hxfsUTp7BVFAX3ou4UKl+IzcU3M9B2oBlq+ZIUBZydjU8QK1VGN2AQvTb3Q7l5ExIS8F2jR9m5E83OnahffIHhf//DMHiw5CN6ClVVOR122hQMunT30hP3c8zvSN+ifTlR4gSuPq5oLbQM0g/CT+uXORW5/3s1vG+cIlkFiI1F16ojvS7+YBxKGB1tDBTp9XDiBMqJE+k+jG7tWs6UtaLn+p4ZqmZYctgT1x8LPvbYE/6slKRLYsCmAablxe0XszHPRsAYuLO0scTS2hJLG0usbKywtLbkTas32Z9nv3GbjSWfWH7CPNt5pv1mW85mmO0wLKwsUBTlid8x5RqWo3yj8gCM0o/iovZimu1qkSKoBQsa22NAAN07pQ5XPQjTG7Lk917of/gBChTIkvdFPF94XDg/7P+BuSfmmqaaByjtUpr8zfPjWcLzqb//LGFjg1qqFGqpUuj6f4L6V2+UwEBISUG5exftzJloZ840BhcnTjTObJaLBEUHMf7AeH4/9Tuq4cFU29a21pSpV4Zi1YqZEkrnahqNsYfwlYJQsCCUL4+alES3mrfh9m3j8EOdzvgdf/9BkPbLL1FLlMDQpg1qq1bGB3+54FpOPDBu3Di6du3Kzp07ady4cZocQ3v27OHGjRssX7483eXmmhalBAZiER5uzKfg4PBKxlyqqorOoCNJn0SSLolkQzJJuiSS9Ekk65NJ1huXy+Qvg3Me6d6nqirh8eGm4M/le5dNwZ+rEVef2kU7VXh8OJGJkeS1dkIzZw6G7t3lqfdrbOLBifjdMt582TvbU/mNyuatUE7i6Ih+72p6TKiJcuECGAzGG8vAQOOF50pj7wY1Tx7UGjVQq1SBEiVQ78+ghJdXtp9m+9LdS/x9+W/+vvy36e/kUS7eLowpO4Zd5XdhY2ccTuegzx2JHdVatVCDq6BWqYxy5w5699L0ipp/f/rcWHynTkUzcyZqt27ohw6F8uXNXWWzU1WV4yHHWXNxDesuruNqxNUn7lfLqxaJZRLxLu2NvbM9E/UTX0nycRN7e9T2vVDXbzMGipKS0HXvRa/jI+FeBEpSEkt3OdOjzm1ISQFVfWQowuPU4JmEV33xNm1pbYmrpSsx1jFYWFlgZWOFqqr0/qu3aZ/F7Rezy3LXE1+v0WrQWmjRWmqN/1po0VhoKK0tTYBlgGldA20DDlseNu3XSdOJDVYbTNs/1HzIfKv5aCw0aC21WGofv/kpXr04xWsUR6t9cq+C2frZaX5/3fXd+Uf7IKFtQX3BJ5b7MOVFkgNbWKAWKQJFiqDGxKAEXEW5fAUMBjSLF6P89ReGMWMwfPSR3MS9QvEp8cw4MoOfD/1MTHKMab2NnQ3lG5dnb4W9vG/5vhlriPF7+FZ1DJUrk+h/BX1Efno5p7atg/jWr4+he3djcDGH9/wNjQ1l4qGJzD0+lyR9kmm9pY0lo2uN5mStk48n937dWFs/+CwxGFDCwtB7VKBX9J8QZ8xX57vmCtqpU2HqVNS8eY1Dzlq1Ms5MK0POcrz69etz8OBB5s2bx3///UdYmPHhjJubG82bN6dv3774+Piku9xcExiybtqUcsHBpmXVygpsbdP8qHZ2adfZ2aE+uk+dOiRUq0RL35ZpAj0p+pTHAkDJ+mRU1GfUyuivLn/R0qsx2latUMuXN3b1rljR+P9cOB1lTFIM/hH+XL57+bHeP1FJUekqy97KHot8Fjjkc8DBxQGDakBZtAjtkCFopk1Dv2RJrntKIp7vWPAxxu0fBxgvyGu1r2VMAixenKUlavnyqGXKoETcQ1+tOT1DfjH2QEhKMgaKEhJQ9u6FvXvTvFTNk8c4zXbqVNvlyxvHt9/PmWIOBtXAseBj/HX5L/6+9DcX71584n7lXMuhraDFp5wPdnnt+Ej/EQe1B5+4b+6goOZ3xTBtGoZ1d4xPFy9eBMJQdDqUxYvRLF6MoVUrDJ9/bkxW/prMgHMn/g7nw89z4c4FzoafZcvVLU/MNaWgkN8nP95lvPEu5c0a+3Qkm30VrK1R27ZF1d8P6AK6XxdjSB3upNeTMm0qhm0fgE6HkpJiDBil/uhSUO0dsHdWqNyiMhZWFlhaWTLccjjTbaZjaWWJhZUFv1r8ytA8Q9FaalEUhcX6xWneB0X/+N9N6bqlKV69OFoLLb8rvzPQeiAarYaYmBgcHR0fC6g8WuZC/cI0y2P1Y7mqfRCwe0//Hju0O0zLT8r/lS2HmTg4oFaqjFqs+P0eXrdRoqPRfvEFmvnz0U+bhvqM/BHi5ekNepaeXco3e77hVsyD3uh2lnYUrlOYUnVKGf/2s0NOuVRaLcmenqRsWmccauZ/xRhcxIDG1xdl/XoMI0ZgGDYMnhIIza7uxt9lst9kZv83m/iUeNN6CysLStUqRcnaJRlhOSJ7ffZmBxqNsRf4h1MwrA+HqCiU27cxBNvT0yP12iYS3xUr0Kww9t5U8+QxDiF2cHgwrPj+0GLV0dGYq+7RIcip2x0cjD2Nc+H9a07j4+PDt99+m6llZqNPu5fT/40EEmN56KlYMpCM75rIx56S+a55ejn6r79GW70qB4IOZFrdJqoTaXXeDc2BA3DgQbmqokCxYsYg0UM/FCyY7S/Mk3RJBEQGpA383DX+GxIXkq6yNBoNds52OLg40NW5K3vz78XBxQGHfA6syrOK3hYPnkDm0+ej17nvUDoBXGdp48YYvv8ew9Ch2b4Hg8gc8SnxvPfXe6au3mXqlyG/d34z1yoH02qNgYP+X6CuP/VgqErrTsahKnfvQnS0aUpdI+M0275rzpjWqFqtMdHx229jaNsW0vGkIiElAf8Ifyq4VXhsW0RCBIHRgUQmRhKRGGGcReih/0ckRhCVGMXpsNNpLu4f5uTmhFdJLwqWLciG/Bte3wtLRUH18AAPD3Q9P6HXyndRgow5U3zXbEazeTOGmjWNAaK3385xNxZPozfoOXzrMKdDT3PhzgUu3LnA+TvnH5t2+mGKouBayBXvMt6sK7GOL52+fKjAV1DpzKTVGmczuj/N8dMeZ9nYQ6naD3IStNK3Ypl2mWm5gL4AFtr0XTba2NnA/fsHZ70zFloLY94kYWRvj9qgAbrm3em9tgfExgLn8X3jDQzvvIN+wgQZ7pkFtgVs46tdX3Em7MF3mKIoFKlShN31d6dt79mVnZ0puGhIsUSzfj1KfDzaMWNQ/v0X/eLFcH94SXYWmRjJ9CPTmXFkRpoeW1oLLUNrDMW/rj/WttbGlTnts9ccnJxQnZzQf7UYw4ouKMHBcPs2qmMUPVqkJt1PwHdNAt3rh5peZrp/Djf+POteWbW0NKYceOMNDC1aGPNcyT1YrpAtAkO///47M2fOJCwsjPLlyzNhwgSqVauWrjL0VaoSfzeElOq9UBOXgk4Hej2GPvVQnXeZltHp6N73/v/vLy9dAz3eNiY8VK3+ZqHmQRZvjVaDndaOZItkNFoNGq0Gb603oRahpuWK2opcsLhgWm6kbcRBi4PGZQsN9s729NrzNQxwMc4wotcbn8arKvj7o/j7w9q1pmOqefMag0QVKqBWqmSckrZsWbC2zpT3+4XfU4Oem9E30wR/UoeBXY+6/tSZWJ7G1smWuvnqct3luinwMzfvXEbnG22a7We8fvxzn0CqdevCpUvGBLo6HdqvvjJ+Cc6bJ7PuvAaq765umjbW2cOZcg3KmblGuZC9PWr7nqjrtxpvIlUV4uONM2ak/sTGohazfWgmLD2+a3bD7t1ohw5FrVwZw9tvY3j7bahQIU2wO0mXhN8tP/698S97buzB77Yf9lb23B5y+7HEsX+e+pMRu0ak+xTyF8yPVykvlhVfxreuDz1RkQtLIHVoQj3jkJZLl1Ctg1CSktAcOYLm3XdRixdH/9lnqD175thZ6+7G32XB6QXMPT6Xa5HXnru/olFwL+KOdxlvvEp6mYYXeug9srqq4jWntmyJIaElyqWLKOfOA3o0q1ahbNqEYeRIDJ9++sqvAXOjk6EnGblrJDuu7Uiz3rOEJ5WaVcLR1THntXd7e/QrF9Nj7psox44ZH+Swi6W1aqFftsw4W2E2FJscy6yjs5jiN4XIxEjTeo1WQ7FqxShTrww/5vnx9X2QkxmsrVELF4bChdGNm4f6Zxu4ewdSUtD3b4DqsO1+r1EdakUPsLv6oCcpapqOFWmHI6cAe/H9ei/ar79GdXdHbd4cwxtvoDZvniMCki8jM+IWmeGPP/5g48aNODs706dPHxo1amTadvfuXZo1a8bJkyfTVabZA0Nr167l66+/ZsqUKVSrVo1ff/2VTp06cfToUVMipRfi7U2SvRX6HkNQN5w0rda3N87s8bBHn1XpFi3GsK4H6PSg0aAoCp1HdkZz//+Pdm1+3vJ8/fzHPsjU/EDz5sahZzGx6Dr3otf57yEyEiUyEt/F8Q81uEh816QdvqFaWEDZsqiVKz/4qVjR2L3vJaiqSlhc2IPgT8SDnj9XI66mGd/7IqztrE3DvhzyGX/sXeyxd7bHwtLisfeqqL6oKSiUrnqXKgWurqjHr6IEBKDZuhWlRg30CxagNmmS7vJEzrD16lb8/zMGhbQWWmq3r51zpifNyRTF+HTSzi5NclTdlMUY1vYwDj8LCkL1STLmKAKUkyfRnjyJ9rvvUIsUwdChAwnfj6XdqvYcDDr4WE6xewn3OBN2hkruaWdYWWP7jMdWD9FoNbgXdeebEt/wT6l/sLE33tQX1xd/mTPP/RwcUKtXR+f/L73nvonifwWSUwB/fAcORP32Wwwff4zhgw9yTF6CEyEnmHNsDsvPLX9q7jobOxscXR1xdHXEydUJx/yO5HXPi5WN1SuurRD3aTSoZcqiFiqMQbWhp2EVEA8nvmZplQXop05FffNNc9cyRwqMCmTs3rEsPbM0TQqIfJ75WNlkJb8X/d18lcskqpsbaosWKEePGvMFBgWhbdoUw6RJGD78MNuMREhISeC3478x8eBE7iTcMa1XNAr/q/Q/ghsGY+toa1wpD3Iyj5UVqru7sfcoYGg/O839sW7GQ8OPgZQ//zAu3w8U6QYORz0zFpKT4d49lJBguneKvb93KCQuxfe9paiKglqlCmq/fhj+979XeIKvRqbFLV7Sb7/9xnfffUf37t2Jjo6mS5cuDB8+nM8++wwAvV7PzZs3012u2QNDs2fPpnfv3vS4PyvOlClT2LZtG0uWLGHo0KGvriKKBiwf3GA+LUlhJhzIeCHevhOqdj1gDFSlTJqBurobREZCZCSGas70LHrCNHzDd42O7iVOQ9xpOLAIX+Pv3Zjjo3hx4/S0Xl6oBQuCtzeql5dxSJqtrenIt2JusS9w32N5f6KTokkPCysLHFwceMP5Dc66nMXexR4HFwd8nXwZbDc4E96jF6Pmy4fOz5feP1Q1zvRBMMx9k8X/foVh9OhXkoBcvDp34u/wv40PvmQqtaiEY/6XC4yKTKDRoLq5gZsbum8X0WtBW5Rbt1CCgvCdH3U/4H0NNXEpiyzH81/sf4/drNs72+NayBVrrXWaaaABnGo7UbRqUaysrbDKY2WaTcjKxgrLPJZMt5zOKLtRWNpYotFo6Kvvy27t7ld3/rmFu7uxl2qZMigBASiXLtG9UzwQCqfGwOBvWewxCMMnnxi/W7KZJF0Say6u4ddjv3L41uHHthcoVgCvUl5McpnEdLfpD4YmCJHd2NqiX7oYde4dUw8Qxd8fi7ZtMbRpg37cOGMvcvFckYmRTDg4gVlHZ6V50GmX146KTSpSsFxBGhoa8js5PzAEGBOc16kD+fOj/n0GJSUF7aefohw+jH72bLPmhUnSJTH/5HzGHxxPcOyDnLCKolCoYiHKNSjHLMdZ0kMou7C2fvADqA0aoN71NG4rXNiUdkAJCYGQEJTQUEBHj44qcBw1OIFF5L7AUHaJWyxYsIBp06bxzjvvANC3b1969uxJYmIiI0eOzHC5imrGwd7Jycl4enqycOFCWrdubVr/0UcfERUVha+v72OvSUpKIinpwYd7avWrt61OyNUQvB29uR1727Tdy8HrqXknnraPl4MXt5SHltWXWwbgkdjLE4/5pGW9AQx6vFPyEKRGGZdVFe8YCHpo8hzvGJ5MozEmmXV3J8pCx+2Y20/Z8XFWWisMWoNpiJy71p27FndNPXxe6Lwf8bLvpZf6lPcpOdk42456/73Ik8cYHJOZPZ5JVVWSk5OxsrJ6sVlVzCgoOsg0/tzCygJbJ9sn7pcpf2PpbM+P1eFF23cGl3PMMa1duRV9C3QpYGmJl0sR/GP90SXrsLCywNXClWiraFOvr0fbNwDPif29kt/3U45p0Bs/H3Pl35iK8feWlGT83uGh7xknJ9R8+bLFELMUQwqRCZFEJEWgNzz+eDlfnnwk50lO+zf2nN/vo7LkbywbtudH21qmfD8/Zf/UtvPYeWfFNUJWXJek95oxo79vFUhOxvtucto8b3Z2qC4ukgD2KVRVJSIxgjvxd9CrDz4XFEXB1daVhDwJpmueV/adkUnt12AwvNi9jl4P8fFwf6p372Rr40Nkq1fbK1JVVaKSogiPDzflhkzlaO2Iwc7w1M/njLzXj8qy+45nHTM7Xo9ldR1U8LJw5lZcMPa2Bup/2YCF/TY/s86vil6vx9/fn+LF085OaTAYSEkxppJ5+B7I2toa6ycM3c1I3CKreHp6cvjw4TQzj50/f54OHTrQvXt3PvroI8qUKcPdu3fTVa5ZA0PBwcGULVuWrVu3UvOhmaXGjBnDwYMH2bFjx2OvGT9+PBMmTDAt29vbc/bsWbp27crly5dfSb3NTdHp0CQloSQnG//V6VB0ukeSw6aV7OlJgpXCrbi0jdpCY4GlxhJLxRJLjSVWGissNZZYaHJebxslORmr0FDjjCsYr6fibWzQenqSeH8aPwAbN7csXX6SnHJMy4eWU56z/CKeV8aLLkdpUwixMgaENYqGgnYF0Sq5IzHu60ZFRSF7ByFFWtqEBLSRkWgSEtKsN9jaEq+q6DQaUJSX/sx5kid/JoQSr9ETYZFCrPbxYJCVxgpHK0ccLB3kb03kCopej8Xdu2hjY9Os12s0JFlaovH0JDH8QTL17HJd4sCzZdY1AoABleh89iTF3CVWq0enPLi9UVBwtHLE2cr5sTx2uZmi12MZFmb67E69Lk6xsMj0a8THqdxztiUy4Q4pStpbTTsLO5ytnbHSyNDd3KhgwYJMnz7d3NV4Lo1Gg4+PD7Vq1SI09EEi7uHDhzNixOO5LTMSt8gq5cuXZ+7cudStWzfN+osXL9KuXTuaNm3KypUr0x0YynF3/0OHDmXgwIGm5dS41sqVKwkICHgsGvhaSUhAuX3bOMtMUJBpOIcSFETKjBnEuuXltxO/UcK5BCXylaBI3iLYWJj/iW+mio/HYtgwLObPNy4nJqJr2ZL1ISEY7v9dvL1wIX+/957pJZm9/CTZ9Zh/9e5NbEwM9g4OtFu0CMuHtqcsXPjM5RfxvDJeZDmofyeqFt0G95v10vZLaV+qfbrqIURme9oTqNxMOXYMi6lT0axbh2IwGJ9GA3fz5eNi6dJU27aNv/v2Ne3/Ip9Bz/tMefgzIUaTwsLBjZi7YQw3beLS7GehsaBdyXZ8WPVD6nnXy/Y9IF9nr2PbySyKvz/aX35Bu2gRSny88YFgUhJqXBznChXiarFiJNnYZJvrkkcmBX5MZlwjHPioJeNcz7PfNhydkvZzAaBr2a6MbTiWQk6FnlOb7C9DbUevx+Lbb7H4+WfjcmIil0qWpNDRo/z9UA6Y9H5eP+2aMBk9i/JeZ3z+i4RbpZ358a2ibzG6wWiqFqj6YnUXIhM8r8eQn5/fYz2GsrvatWuzcePGxwJDpUuXZv369bz99tsZKtesgSEXFxe0Wi3h4Wk/OMLDw3F7yuxSj3bvMhgMxMTEmH7RWq329b3QsLeHkiWNP/ep93+0gBPwZd0cMAXny3BwQP31V3RNm6IdOBAlOhqLX36hmbMzh+vUIdbBAa1Wm+YDILOXnyS7H1NRlEw55svU4UnLEUkRtPHZR4zW2P24d8XedCr7vEtNIV6d1+o7p2ZNDMuWYbh6Fc306WgWLEBJTMTl3j3qHTyIWrkyxZycuF64MAYLi0z7HLtkHcNs5ysscrpOzPZ18NDzjAJ2BehfpT/9q/TH08Ez009ZZJ3Xqu1kllKlUGfMQPftt2j++APN7NnGh4BhYZQPC6PMhQvc9vLCYvFibBMSSHgoz+SjXsV1yfOuGF7mGNct4xj2Vw/WFv73sXItNZY0L9KcsY3GUqVAlefUIudJV9vRalF/+AFdrVpo+/ZFiY6m1OXLGJo2xb5AAeLs7U1lvszvO0nR86fTNSbkv0CgZXyaKjQr3IxvGn5Dbe/aGTldITLFo+1GURRSUlJwcHB4oYmQMhK3yCpDhgzh1KlTT9xWpkwZ/vrrLzZs2JDucs0aGLKysqJy5crs2bPHNFbPYDCwd+9e+vfvb86qiRxO7dIFXfXqaHv0QHPsGM4RETTfto1j1aubu2riBcUqKby94m0uWRsTmxTPV5wpLaaYuVZCCIoVwzBjBoavv0YzZw6aOXNQ7t1D8fenGlDu7Flue3qiLF6MbVwc8RnIg6LDwEb728z2bcnOYjsf217Pux4fVvuQDqU7YKWV4QjiNePsjGHYMAxDhqCsXm0M1B4/jtZgoODNmzBgAG2AKEdHQgsUIKRAAe64uqLPBZNyxCk6JrpcYJLLJRIvPhhKWiRvEd4q9hYtiragkU8jHKyfN5Dt9aK+/TY6Pz/jdfHx42iOHaOFpSX/Va9O0EN5StIrUdEzL28AE1wucMsy7XDjN4u+ycj6I6njXedlqy+E2WWnuEX58uUpX778U7eXLVuWsg9NUvD5558zcuRIXFxcnlmu2b8hBg4cyMCBA6lSpQpVq1Zlzpw5xMXFmbJ9C5FhRYui37MHdfRotFOnYqnTUfvwYQwDBqDV6XLFBVJulaTo6eR9gP+CjWN+Pew92Nx1M47WMguZENmGmxuGb77B8MUXaBYsQDNtGsqNG9gkJVH02jXo14/WQJytLeGurih//ol9TAyx9vZppk6OVVIItIznhmU8NyzjuGYVx0rHQONT5+sPDpfHIg/dy3fnw2ofUsm90is/XSGyHUtL1G7d0HftiuHAATS//YayfTvKvXsAOEVH4xQdTcnLl9FrNNxxdSXkfqAI86UYzRAVlWXnljGy2OY0AQg3Wze+a/wd71V8D61GeqA9U7FixuviUaPQzpiBZUoKdQ4dIuLiRTRTppAnPv6ZvcwelpCSwJ/Ol5nocpHbjwSEWhVvxch6I6npVfMprxYiZ8qpcYtVq1YxePDg7B8Y6tixI3fu3OHHH38kLCyMChUqsHr16lfeJUvkUlZWGCZMQG3UCG2/fih376JZsIDmjo4cqlOH6Lx5zV1D8Qg9Bvp4+LHD3hgUymuTl41dN1I4b2HzVkwI8WR2dhg+/hjDBx+grFqFZskSlIMHUeKM+T7s4uOxu3EDPviAlkCCjQ3hrq4QGMhnbieY7vLsiSOKORfjg6of8F7F93DO4/wKTkiIHEZRUOvXR1+/Puj1KMePo2zbhrJjB8rhwyh6PVqDAffQUNxDQ6l06hRq4cLUsLYmxMOD257Zexjmfzb3GOp+nIN/rYT7k81aaiwZXGMwX9X7CicbJ/NWMCextsYwaZLxurh/f5SICJwjImDECNoA4a6u3CxYEB4ZLpMqXtEx1/kqP88uRUiBkDTb2pRow6j6o6jmUe0VnIgQr15OjVu86FxjZg8MAQwYMIABAwaYuxoiF1NbtUL3339o33sPzd69OEZH03zHDk5WrpzjnprlZqqqMtT9BCudbgLGHgLr31lPBbcKZq6ZEOK5LCyMvRe6dYOUFJSTJ1H27kXZtw/lwAGUqCgA8iQmUvDWLXROTrh07Al7xjxWlIJCy+It+bDah7xR9I3XaiYhIV6KVotaowZqjRowahRERaHs3o2yYwea7dtRrl0DQAkOpjBQ+Pp1Uiwt0Xz8Mc537xKRL1+aHn3mFBIbwhiPIyx0uob6UJVaFW/FxGYTKelS8ukvFs+ktm2L7sQJNL//jmbFChR/fwBcw8NxDQ9H9fGhgasrgT4+3PLywqAamJbvIpNcLhJmkQQP5fluV7IdI+uPzJX5nIR4VG6OW2SLwJAQr4SXF/qtW1F//BHNuHFo9XqqHTuGoXt3LA0GUqwkT4W5jds/jtn5jBcnWlVhWcdl1C1Y9zmvEkJkO5aWD25OP/8c9Ho4fRrN/v0oe/caZzRzcqKcazkaFGyAj5MPBR0LUsipED5OPpR1LYuXg5e5z0KInM/JCbV9e9T27TGoKvj7o9mxw9ijaM8elNhYLFNS4PffaQ5EOTlxrUiRp/YYeRWSFD0zna8w7tdyxOSNMa0vma8kk1pM4q1ib5mtbrmKp6dxOPCYMXDyJJoVK9CsXGmc0Vivp0BICAVCQtBrNBhCQtlUIy9hgUmml3cs3ZGR9UdS0a2iGU9CCJFZJDAkXi9aLYbRo9m7fz+1Dx8mT0ICmjVraGFnx+E6dbj3nLGXIuvMcb7C9/tWmJZ/f3serYq3MmONhBCZRquFKlUwVKkCgwebVrct2Za2JduasWJCvEYUBUqUwFCiBHz0ESQno2zahGbhQpQtW1AMBpyioqh88iRq4cLUcXfnWpEihBYo8EqqF5EQwd9OAUzIfwF/q1hINq53snZidIPRfFTtIyy1lq+kLq8VRTF9Pht+/BHl0CGUFSvQrFmDEh6OpmJFDB4ejKo/ir2+e+lcpjNf1fuK8m5PT34rhMh5JDAkXkv1t26FO3cw9O+PZvNm7OLiaLJzJ2cqVgSDwdzVe+2sdAhksPtx0/LPzX+mZ4WeZqyREEIIkctZWaF26IC+Qwe4dQvNkiXGIJG/P0pKCt5BQXgHBZGQJw+ar782Jo93yNzZvmI0Kfxtf4sVjjfZNt2bFM8U0zYFhf5V+jO24Vhc7Vwz9bjiKTQa1Hr1UOvVwzBlCsru3cYen0CjQo248NEFijoXNXMlhRBZQQJD4vWVPz/6detQp09HGTECjcFApVOnMLRrh7WNDUk2Nuau4Wthu10Ivb38TPkDhtUZxqc1PzVvpYQQQojXiZcXhuHDMXz5JcqBA2j+/BODry8Wej15EhJg4kRaYkxOfK1IEYiLe26RTxOv6NhkH8yKNe/yT4m/SdTcn3b+oedyDX0aMqnFJCq7V36p0xIvwcICtUUL06KiKBIUEiIHeuedd3B4gaC+BIbE601RMAwZglK/PkrPnigBAWi2bqWFjQ1+tWsT7u5u7hrmav/d/o9O3gdIUYxXg+9Xep9xjceZuVZCCCHEa+rhGc6mTkW3ejWaP/9E4+cHpE1OXO1+kOhFhuEnKXq22IWw0jGQDQ63idPo4BLwUF55T3tPOpfpzDtl36GmZ02UbJIEWwghsqNjx45x9OhRQkONMzm7u7tTo0YNqlVLOzPglClTXqg8CQwJAajVq6Pz80M7cCCaVavIk5hIo3//JdbeHotatWgUFITO0pK7Li5w44a5q5srXLSKpu2KtsaLQ+Dtkm/zS8tf5EJQCCGEyA4cHVH79kXfty/68+fRLFqEZskSlLAwlJgYisbEUDQggIQ8edB2707xq1e5kz8/UXnzomo0pGBgh10oKx0DWe9wi2htymOHcLN1o2PpjnQp24W6BevKDIRCCPEc4eHh9O7dGz8/P7y9vXFzcwMgLCyMoKAgatWqxaJFi3B1Td8QXAkMCZHKyQn9kiUYmjVDO3QoSkICDrGxcOIEbvd38bx9G0qUoJGrK4GFChFUsKBZq5xTBVnE85bPHu4mxAPGLuNL2i/BQiMfSUIIIUS2U7YshvHjMXz/PcrmzWgWLDAmrE4darZ6NamTladYWLCvYUM+rnCdec4BjxWVL08+2pdqT5cyXWhYqKF89wshRDp88cUX6PV6/Pz8KFGiRJptV65cYdCgQQwbNowFCxakq1z5JBbiYYqC2rcvutq10fzxB0poKMTGQkwMSkgIir9xKnW38HDcwsOpcvw4SteueIaFEVygAKpWa+YTyP7uapN4y2cPNy2NQaFK7pVY03kNNhaS00kIIYTI1iwtUdu1Q9+uHQQHo1m9GmXfPpSDB1HCwoy76HQ0WLyYqEg/5q3qCICjtSNvl3ybd8q8Q7MizbDSWpnzLIQQIsfatWsXmzZteiwoBFCiRAkmTJhA27bpn/FVAkNCPEnZshgeHY+pqnD6NBpfXzTLl6MEB6M1GGDtWuoBSVZWBBQrxrny5VE10hX6SeKS42hbcC8XrKMBKOZcjI3vbsTJxsnMNRNCCCFEunh4YBg8GAYPNl4jXb1qDBBdvgyurrRwbkGvCr14u+TbvFnsTXkAJIQQmcDKyoqYmJinbo+NjcXKKv3BdwkMCfGiFAUqVcJQqRKGH39E2b0bja8vyrp1KHFxWCcnU+bCBfLEx3O0Vi3j/sIkGT3vrn0Xvzz3ACigs2FT102420uCbyGEECJHUxQoXhy1eHHU+6usLayZ13aeWaslhBC5TYcOHfjoo4/48ccfadiwIY6OjgBER0ezd+9eRo0aRadOndJdrgSGhMgIrRa1eXP0zZvDzJkof/+NduJElHPnKHzjBjoLC05UqybBofsMqLzveYRtAYEAOFk7sbH/Tpn2VAghhBBCCCFe0A8//IDBYKBfv37odDpT76Dk5GQsLCzo2bMn33//fbrLlcCQEC/Lzg61Wzd0LVpg0awZyoULFL96FZ2lJWcqVnztg0MqKkPdT7DcyRgUsrGwYd0766joVtHMNRNCCCGEEEKInMPa2popU6YwduxYTp06lWa6+kqVKpl6EKWXBIaEyCz586P75x8smjZFCQig9MWL6LVaLpQta+6amdWPLueZle8KAFpFi28HX+r71DdzrYQQQgghhBAiZ3J0dKRBgwaZVp5kyBUiM3l6otuyhfg8eQAod+4cbf/6C83HH+MaGgoGg5kr+Gr9fvx3xridNS3/1vo32pRoY8YaCSGEEEIIIUTudOLECQ4cOJDu10mPISEyW+HCWPr5ob75JkpwMNbJyfD77zQG4vPk4WSVKuau4Sux2uEmg7YMMi2Pbzqe3hV7m7FGQgghhBBCCJF7ffjhh/j7+3P37t10vU4CQ0JkhdKl0Z05g7J+PZrVq1F27EDR6bBNSKDuwYMY+vXDIiUFnaWluWuaJXbZhtLL8zDq/blJPqv9GZ/V/szMtRJCCCGEEEKI3Gv9+vWkpKSk+3UylEyIrOLoiNq7N/q//0YXFIR+5kzUfPkA0CxezBtbt5I/PNzMlcx8x2zu0cF7P8ka47C59yq+x09NfjJzrYQQQgghhBAid/Pw8MDHxyfdr5PAkBCvQr58GD74AN3x4xiaNwfALi6Oxrt2UeTqVTNXLvNctoqhdcG9xGp1ALQp0YY5reagvOYzswkhhBBCCCFEdiWBISFeJU9P9Bs3op8yBdXGBgWodvIkyt695q7ZS7tlEc9bBf8l3CIJgAbxrixtvxQLjYxYFUIIIYQQQoiXlZKSwpgxY6hatSrNmjVjyZIlabaHhYXh4uKS7nIlMCTEq6bRYBg0CP3WrahWVig6HdquXbGNizN3zTLsniaJlgX3cMMqHoAKbhVY8/U58ljmMXPNhBBCCCGEECJ3mDx5MitWrOD999+nSZMmjBo1iiFDhqTZR1XVdJcrgSEhzEStUwf97NkAKHfuUG/fPrQZSBRmbvGKjrcL7uOcTTQARfMWZWPXjeS1yWveigkhhBBCCCFELrJq1SqmT5/O4MGD+frrr9m9ezf79u3j448/NgWEMpLGQwJDQpiR2rs3+k8/BSBvVBQ1jxyBDER4zSUFA128D3LI1jgdorudO5u6bcLD3sPMNRNCCCGEEEKI3CU4OJiyZcualosWLcqGDRs4cuQIH3zwAXq9PkPlSmBICDMz/PSTKSG1d1AQzbdvR/Pll3gFBWGdmGjm2j2dAZV+nkf4xz4YAEe9JRu6bqCYczEz10wIIYQQQgghch83NzeuXbuWZp2npyd///03J06c4OOPP85QuRIYEsLcLCzQL12KWrw4AM4REWinTaPugQO8/ddfVD9yBHQ6M1cyLRWVL9xOstTpBgDWBg3rg+pT2b2yeSsmhBBCCCGEELlUw4YNWb169WPrPTw8+Ouvv7hx40aGypXpgoTIDpyd0e3ciWb6dJT9+1GOH0e5Hwwqcu0ahr59wWAATfaI5U5wucB0l8sAaBQNS95ZQf1S7cxcKyGEEEIIIYTIvb744guuXLnyxG2enp5s3LiRf//9N93lZo+7TCEEeHhgGD8e/f796O7cQbd9O2rlygBoli+nxtGjxuCQmf2R9yqj3M6Yln9t9SvtJCgkhBBCCCGEEFnKx8eHZs2aPXW7h4cH3bp1My136dKFkJCQ55YrgSEhsiNbW9RGjdD98w9qhQoAFL5+ner//WfW5NTrHIL4qMAx0/IPTX6gT6U+ZquPEEIIIYQQQognO3ToEIkvkLdWhpIJkZ25uKDbsgWLFi1Qzp+nyLVrWCUloezc+cqHlu25sYcehf7DoDcGpobUHMIXtb94ZccXQgghhBBCCJH5pMeQENmdqyu6rVtRS5UCwOv2bSxatqTNhg1UPHGCvPfuZXkvohPWEXRc1ZEkfRIAPSv0ZHyz8SiKkqXHFUIIIYQQQgiRtSQwJERO4O6Obts2DJ07o1pZAZAnMZFSly/TYvt23vznH0qfP49tbGymH/qKZQytfPYQkxwDQKvirfit1W9oFPn4EEIIIYQQQoicToaSCZFTeHig9/WFiAiUdevQ+Pqi2bsXAMeYGCqcOUOFM2e4kz8/NwoVgrt3X/qQgRZxvOWzhzALY0+hut518e3gi6XW8qXLFkIIIYQQQghhfvLIX4icxtkZtW9f9Dt2kHL1Kvoff0QtX960Of+dO1Q7dgyLggWpt28f3oGBaHW6dB1CReWPE39QsegWrlvFAVDetTzr3lmHraVtpp6OEEIIIYQQQgjzkR5DQuRkBQti+OILDF98AadPo1m2DM2KFShBQSg6HZ63b+N5+zYpFhZo+/XDLSSEMDe3ZyatDrCM5QOPo+z6ZyVojeuK5i3Kxq4bcc7j/IpOTAghhBBCCCHEyxg6dCjOzs+/h8uyHkMVK1bE2dk5zc/UqVPT7HP27FlatmxJgQIFKFeuHNOnT8+q6giR+1WsiOGnn9D5+6PbsQND376oTk4AWOp0aBYvptGePbTZsIEy585BeHialxtUA7OcL1Op6BZ22YWZ1vep1IfDfQ/j6eD5Sk9HCCGEEEIIIXKarI6FJCcns27dOkaOHEm/fv3o168fI0eOZP369SQnJ6fZ97PPPsPp/j3hs2Rpj6GRI0fSu3dv07K9vb3p/9HR0XTq1IlGjRoxZcoUzp8/z+DBg3FycqJPnz5ZWS0hcjeNBrVhQ/QNG8K0aSj//INm2TKUzZtRkpPJk5hI+bNnUYsVo5qnJyc8PTE4OhIUHcQIt9MkaPQA+Dj6MKfVHFoUbWHmExJCCCGEEEKInCOrYiEBAQF06tSJkJAQqlWrhpubGwCnT5/mzz//xNPTk1WrVlG0aNF01TdLA0P29va4u7s/cduqVatITk5m1qxZWFlZUaZMGc6cOcPs2bMlMCREZrGxQe3QAX2HDqak1dpff0U5eRIlMZFiAQEUCwjgtocHrnaefP/GBL7Y8QUfVP2AH5v8iIO1g7nPQAghhBBCCCFylKyKhXz++eeULVuWPXv24OjomGZbdHQ0H330EcOGDWPNmjXpqq+iqqqarle8oIoVK5KUlERKSgre3t507tyZgQMHYmFhjEV9+OGHxMTEsHTpUtNr9u3bx9tvv821a9fImzfvE8tNSkoiKSnJtJxafY1GQ0BAAMWLF0er1WbFKQmRO6gqyv79WMyYgWbTJhRVRde2LbqVK9Eb9BwLOUZNz5rmrqUQ2Zper8ff31++c4RIJ2k7QmSMtB0h0u9p7cZgMJCSkgKAoiim9dbW1lhbW7/0cbMqFgLg6enJjh07KFu27BO3nzt3jhYtWnD79u101TnLegx98MEHVKpUibx583LkyBG+++47QkND+eGHHwAICwvDx8cnzWtcXV0BCA0NfeqbMXXqVCZMmGBatre35+zZs1y/fh0Af3//zD8ZIXIbNzcYNw6r//0PV19fIlq2JP7SJQCccOLS/f8LIZ5NvnOEyBhpO0JkjLQdIdLv0Xaj0Wjw8fGhVq1ahIaGmtYPHz6cESNGvPTxsioWAuDk5ERgYOBTA0OBgYEvlFPoUekKDI0dO/a5SZH8/PwoWbIkH3/8sWld+fLlsbKyYujQoYwZM+alonBDhw5l4MCBpuXUHkOFCxeWHkNCpJO+eHH8CxWSdiNEOsmTWyEyRtqOEBkjbUeI9HtejyE/P7/Hegw9TXaIhQD06tXLNFysYcOGphxDYWFh7N27l0mTJjFgwIB0l5uuwNCgQYPo3r37M/cpXLjwE9dXq1YNnU5HYGAgJUqUwM3NjfBHZkVKXX7aWDx4vHuXwWAgJibG9IvWarXyYSlEOkm7ESJjpO0IkTHSdoTIGGk7QqTfo+1GURRSUlJwcHBAo3mxidqzQywEjEmtbW1tmTlzJl9//bUpsKWqKu7u7nz66ad8+umnL3ROD0tXYCh//vzkz58/3QcBOHPmDBqNxtRFqkaNGowbN46UlBQsLS0B2L17NyVKlHhm1ykhhBBCCCGEEEKIVyU7xUKGDBnCkCFDuHHjhmkonLu7O4UKFcpQ/QBeLDyWTkeOHGHOnDmcOXOG69evs3LlSkaNGkWXLl1MJ9q5c2esrKwYPHgwFy5cYO3atfz2229phokJIYQQQgghhBBC5ASvMhZSqFAhatasSc2aNV8qKARZlHza2tqatWvXMn78eJKTkylUqBAfffRRmrF2Tk5OrFmzhmHDhtGkSRNcXFwYNmyYTFUvhBBCCCGEEEKIHOdVxEJCQkLYs2cPzs7ONG7cGCsrK9O2uLg4fvnlF7788st01TvLpqt/VVJzDFlaWnLlyhVKlSol426FeEF6vZ5Lly5JuxEinaTtCJEx0naEyBhpO0Kk39PajcFgIDExMV05hrKL48eP07FjRwwGAzqdDg8PD5YsWUKZMmUAYxLqMmXKcPfu3XSVm7PeBSGEEEIIIYQQQojX0Pfff0+bNm24fv06ly5donHjxrRp04bTp0+/VLlZMpRMCCGEEEIIIYQQQmSekydP8vPPP6PRaHBwcGDy5Ml4e3vTrl071qxZg7e3d4bKlcCQEEIIIYQQQgghRA6QmJiYZnno0KFYWFjQsWNHZs2alaEyJTAkhBBCCCGEEEIIkc2VKVOGI0eOUL58+TTrBw8ejMFgoH///hkqV3IMCSGEEEIIIYQQQmRzXbt2xc/P74nbPv30U0aMGJGh4WQSGBJCCCGEEEIIIYTI5nr37s1vv/321O1Dhgzh1KlTpuXDhw+TlJT03HIlMCSEEEIIIYQQQgiRy3Tp0oXg4ODn7ieBISGEEEIIIYQQQohcRlXVF9pPAkNCCCGEEEIIIYQQrykJDAkhhBBCCCGEEEK8piQwJIQQQgghhBBCCPGaksCQEEIIIYQQQgghRC6jKMoL7SeBISGEEEIIIYQQQohcRpJPCyGEEEIIIYQQQuQSy5cvJyIi4qnb4+LimDhxomn55s2bFC5c+LnlSmBICCGEEEIIIYQQIpsbOHAgzZo14/z580/cHhcXx4QJE9JdrgSGhBBCCCGEEEIIIXKAwoUL89Zbb7Fhw4ZMK1MCQ0IIIYQQQgghhBDZnKIo/Pbbb3zyySe8//77/PTTT5lSrkWmlGJGBoPB9K9Go8FgMLxw5m0hXnfSboTIGGk7QmSMtB0hMkbajhDp97R282gMISdJTSb9xRdfUL58eT744APOnTvHb7/9hp2dXYbLVdQXTVOdTel0OuLi4sxdDSGEEEIIIYQQQuQQdnZ2WFjkrL4y+fLl49KlS7i6ugJw+fJlevbsiVarZdmyZdja2lKmTBnu3r2brnJz1rvwFHZ2dsTFxVGrVi38/PxwcHAwd5WEyBFiYmKk3QiRAdJ2hMgYaTtCZIy0HSHS72ntJrXHUE70aI/BkiVLsmPHDvr370/Tpk358ccfM1Rujg8MpUb4FEUhNDQURVFyXHcwIcxF2o0QGSNtR4iMkbYjRMZI2xEi/Z7WbnJyG3rSgC9HR0dWrFjB999/z8cff5yhcnN8YEgIIYQQQgghhBAit+vWrRs2NjaPrVcUhTFjxlChQgX+/PPPdJcrgSEhhBBCCCGEEEKIbO6XX3555vYOHTrQoUOHdJebawJD1tbWDB8+HGtra3NXRYgcQ9qNEBkjbUeIjJG2I0TGSNsRIv1yc7tZv349a9aswd/fHysrK4oVK0aPHj1o1qxZhsrL8bOSCSGEEEIIIYQQQuR2BoOB/v37s379eooXL06JEiUA4+xkAQEBvPfee0yZMoV79+5x8OBB2rRp80Ll5poeQ0IIIYQQQgghhBC51a+//sq///6Lr68vb731VpptmzdvZtCgQRQpUgRfX1+6du36wuVKjyEhhBBCCCGEEEKIbK5evXp89NFH9OzZ84nbFy9ezJAhQ2jSpAm+vr5YWVm9ULkSGBJCCCGEEEIIIYTI5jw8PDhy5AgFCxZ84vbAwECqVKlCcHDwCweFADSZVUEhhBBCCCGEEEIIkTVsbGyIiop66vaYmBgcHBzSFRQCCQwJIYQQQgghhBBCZHs1atRg/vz5T93+xx9/UKNGjXSXK8mnhRBCCCGEEEIIIbK5zz//nLZt2xIREcGgQYMoUaIEqqpy+fJlfvnlFzZv3szff/+d7nIlx1A6XLhwgXz58uHu7m7uqgiRI4WEhLB//37c3Nxo2LChuasjRLbm5+fHxYsXadiwIUWKFDF3dYTIceLi4li7di1btmyhUKFCdOvWjQoVKqCqKoqimLt6QmR7qW3l+PHj+Pr6EhkZSefOnWncuDE2NjbSloS4LzIykrx5876y423cuJEhQ4YQERFhWqeqKs7OzkydOpW333473WVKYOg5kpOT+f7771mwYAEODg54e3szePBgWrdujUYjI/GEeFFjxoxhwYIFeHl5kZKSQsWKFZk7dy4WFtJxUYiHBQYGMmDAAPz9/fHx8SEsLIxRo0bx7rvvyveOEOnwzTffsG3bNho0aEBQUBA7d+5k7dq11KtXz9xVEyLbSw367N+/n08++YQKFSrg5OTE9u3bad68OTNnzpTAkHht6fV69u3bx+LFi9m4cSO9e/dm7Nix2NnZvbI6xMfHs2vXLq5evQpA8eLFadq0KXny5MlQeXKF+ZCUlBTT/1PjZWvXrmXnzp38+uuv7NixA29vbyZMmMC6desAMBgMZqmrENnVrVu3Hlu3b98+Vq9ezW+//cahQ4f4/vvv2b17N9OmTSM5OdkMtRTC/KKioggNDTUtp37vTJ48GYDDhw+zadMmWrVqxaxZs0zfO0KIB44ePcry5cu5ceNGmvVnz55l3rx5jBgxgokTJ+Lr60uLFi2YMGEC58+fN1NthcieQkJC2LBhAwcOHDCtUxSF+Ph4JkyYQKVKlVi4cCFTp05l8uTJLF26lAMHDkhQSLw29Hp9muV79+6xbt06bG1tqVatGjdu3ODOnTvAg+u5rHLkyBG2bNmCra0tbdq04dNPP8XNzY2RI0dSsWJFhgwZQlJSUrrLfe0DQ4cOHWLIkCHUr1+fDz/8kL///pvExETTB9327dvx9PSkdevWeHp6MnnyZMqVK8fs2bPNXHMhsoe4uDjWrFnD22+/TalSpejatSvDhg0jMDDQtM/atWspWbIkDRo0AKBly5Z88MEHbNy4kVOnTgFZ/yEqRHZw/fp1xo0bR9WqValRowYffPABM2fOJCEhAUVRCAkJ4erVqzRo0ID8+fOTJ08ehg8fTqlSpfD19TV39YUwm4e/I8LDw/nxxx8pX748ffr0Yf78+bRt25bFixebHvLt2bOHsmXLUrVqVdPr+vfvT0pKClu3bn3l9Rciu9HpdGzYsIG33nqLGjVqMHXqVD7//HN69OhhugnWaDScOHGC999/HzAGi1q1akX16tVZtGhRmmEsQuQmqqpy4MABhgwZQpMmTfjyyy/ZvXu3abuVlRWdOnVi3LhxfPjhh/j7+6e598lKEydO5OLFi6blc+fO8emnn9K4cWOGDBnCli1bmDp1arrLfS0DQ6qqkpKSwsKFCxk+fDiJiYkMGjQIR0dHhg0bxu+//w4YLzyioqIoWbKk6bVOTk60a9eOEydOEB4eLt36xWtHp9OlWV67di2///471atXZ/Xq1QwePJitW7cyduxYEhISAOOFRVJSEvb29qYIdtu2bUlKSuLEiRMA8tRJ5EoPP2G6d+8e8+bN4+TJk4wYMYJNmzZRtWpVfvvtNxYvXmzaPzQ0lIIFC5pely9fPho3bszJkyeJjIx81acghFlFRERw7ty5NN8Rhw4d4tKlS4wePZqTJ0+yZs0amjdvzoIFC/Dz8wPA1taW27dvpxmuXLFiRXx8fDh48OArPw8hzO3KlSvExsaallVVZf78+dSpU4cDBw6wbds2vvrqK/bv38/y5csB471Q/vz5TTe8qddw7dq14/Tp0wQFBb36ExEii8XFxTFz5kyGDx9OUlISffr04c6dO3z00UempM6Ojo40bNgQJycnGjVqRFJSEleuXAGy/p7m7NmzNGrUyLS8du1aqlatyvTp0/n4448ZP34869evT3e5uTaqkfpkKTw8nF9++YV+/frx559/EhERgaIoxMbGcu/ePfr27cusWbPo2rUr48eP55133mHr1q2oqoqrqyuJiYmoqkp8fDxgvMEtV64czs7O7Nq1K82xhMit/P39GTp0KLVq1WLIkCH8+++/pm22trZ06NCBESNGUKFCBbp06cKECRPYvXs3Op0Og8FAkSJF8Pf3B4wRdoBy5cqRN29eAgICMtTdUYjsSK/X89dff9GyZUvq1q3LuHHjTH/7Op0ODw8PRo0aRZcuXShRogRjxoyhevXqnD17Fp1Oh5eXF/Hx8YSHh5uCsIqiULJkSWxtbdm3b585T0+IV8bPz4/GjRtTtmxZ+vXrx+eff86lS5cAKFKkCIMHD6ZTp05otVocHBwYPHhwmqGZ1atXJyQkJE2Phnz58lG0aFEiIiK4e/fuKz8nIV61qKgoPvvsMwoWLEj79u3p06ePKTBqaWnJgAED+Oijj/Dx8cHCwoJ27dpRs2ZN0z56vZ7ixYtz9OhRAFOgtXnz5ty6dYuwsDDznJgQLyH13j0kJIRZs2YxePBg1q5dS2JiIgAxMTGEh4fz2WefMXv2bN577z3mzJlD9erV2bJlC/Ag+KPT6XBycqJgwYKcOXOGqKioLK9/ZGQkrq6upuUDBw7QvHlz03LVqlWfmNrjeXJtYEhRFCIjI+nfvz9r1qzBycmJOXPm0KFDB+Li4nB2dmbw4MH06dMHCwsLDAYD1tbWxMTE4O7uTnR0NGC8+Lhy5Qrh4eGmsh0dHSlfvjyHDh0CJDAkcqfUv+uoqCh++uknrl69yuDBg4mNjeXDDz9k9erVAHTq1IkPPvjAFPABY6TdysoKKysrNBoNJef1emoAACvISURBVEqUIDo6moCAABRFMeUVKlCgAKGhoRIYErnGiRMn+OGHH6hduzaDBw9my5Yt9O7dm9jYWNzc3Bg4cCBVqlQBHuSou3HjBp6enqYL7sqVK3P48GFiYmJM5To7O+Pj48OFCxde/UkJkcVSe9Y9/L0zc+ZMihQpwunTp/nyyy85cuQIX331FQAVKlSgevXqWFhYmHpuh4SEcPfuXUqUKAFAiRIlcHBw4PDhw6iqairb0dHRNGxTiNzk4R6qqX/vS5Ys4fjx4yxZsoRVq1aRlJTE6NGj2b9/P2Ac2u/m5mZ6XVRUFGFhYRQqVAgANzc3SpcuberdbWlpCUCpUqVITExMk59ViJxCURRu375Njx49WLduHaqqMnr0aPr37w8Y709Gjx5Nx44dURQFnU6Hra0tiYmJODs7p8kxnBogqlu3LufPnzd9t2RlfMDV1dWUVy85OZnTp09To0YN0/aYmJgMTe6TKwJDBw8eZOvWrY/dXC5atIhr167x559/MmXKFFauXElwcDAzZswgPj7eFBBKzaivqioXLlygRIkSODk5AdCsWTNu3brFmTNnTOXmyZOHvHnzmv4oZDiZyOkCAwOZO3cukyZNemxol5+fH3/99RdTpkyhZ8+e/Prrr7Ru3Zrx48ebPvRSL0ZSezgsXLiQzp07Y21tDUCZMmUoWLCgKZik1WoB8PDwICQkBEdHR0nkLnKMf//9l3HjxvHrr78+9rR0/PjxFC9enOHDh9OtWzfWrl1LaGgov/76q+kCWq/XYzAY0Gg0nD59mpiYGGrWrGkqo3379ly8eJGzZ8+a1hUoUIB79+5RoECBV3OSQmShO3fuMG/ePN5++23eeustU76E1O+dGzdusGXLFkaMGIGrqysdO3Zk8uTJ/Pvvvxw+fPiJZU6ePJlu3brh7u6OwWDAxsaGJk2asH79esLCwtI83Y2MjKRYsWKv7HyFyArPyoGiKApxcXHs2rWL0qVL06hRI8qWLcucOXNwdnZm/vz5gPH76OEb2L179xIaGkq/fv0AY6/w2rVrc+PGDdP1IRivG/Ply2dKGSBEdnX48GFTIPRhU6dORafTsWLFCmbNmsWcOXPYvXs3ixYtAowjHAwGAwaDAQsLCyIiIrh9+zbFihVDo9GY2k3qd0uzZs24ffu2KWCTlcPJWrRowbfffsvBgwf57rvvyJMnD3Xq1DFtP3fuHEWKFEl3uTk2onHu3DkGDRpE4cKFGTx4MN999x2tW7dO8zR1586dtGjRgkKFCmEwGChcuDDvvfceu3bt4ty5c8CDX5qiKKxZs4bg4GB69eplKqNRo0Z4eHiwbNky07q7d++yY8cOUyJdIXKaxMREwsPDCQwMpG/fvrzxxhusWrWKM2fO0LFjR+bMmWPa98yZM1SsWJHixYsDYGNjQ/fu3QkLCzMl8NRoNOh0OiwsLPjnn3+4ffs2Xbt2NZXh4+PDu+++y8KFCzl27BharZaQkBD2799P2bJlTWUIkR2l5lZYuXIljRo1YtCgQQQEBLBixQqaN2/O6dOnTfveuHGDBg0aYGNjQ3JyMh4eHvTs2ZMNGzakuVhI/XtfunQpRYsWpWnTpqaLjDfeeAMPDw/+/PNPU6+hI0eOcOXKFVNvIyFymrNnz7Jp0yYiIiJMvU7r1KlDjx49+Pvvv3n//fdNDwhCQ0Oxt7fHxcUFMN681qxZk1KlSrFu3TpTr9PUhxLbt2/n5s2b9O3bF3jQG69v377cuXOH7777jtjYWIKCgti2bRu1a9fGxsbmVb8FQry00NBQNm/eTEhICHPmzOHLL798LAfKX3/9BRjz2oWFhaVJwO7h4cEbb7zBgQMHiIuLQ6vVoigKer0evV7P1KlTGTBgAC4uLqaHfc2bN6datWqMGTPGNKRs8eLFuLu7y3eSyJaOHTtG//798fHxYdCgQQwbNowuXbqkGV518OBB2rZtS/78+dHr9TRs2JB33nmHJUuWmK77Hr5eW758OTqdji5dupi2wYP7l1q1amFpacmVK1eIjo7m2rVrWTYiYtSoUVhYWNCmTRsWLVrE9OnT04zcWLp0KU2aNEl3uTnqTuzu3bvUqVOHwMBANm/eTGRkJEuXLuXo0aPMnj0bnU7HxIkTTeMDnZycTE9zUy8i3nrrLeLi4tI8iU3NOTRu3DgGDx6Ml5eX6QLd2dmZIUOGsG/fPvr27cvy5cv5+uuvqVOnjgSGRI4UGxtL27ZtOXToEH5+fmi1WpYuXcr27duZO3cuvXr1Yvny5aZcDhEREbi4uHDt2jVTGSVKlKBChQqmBGypQaHExERmzpxJ8+bNqVChQppeQAMGDKB06dL06dOH0aNH07dvXywtLRk+fPirfQOESIcDBw7QrVs3AgMDOXToEI0aNeLAgQPMnz+fP//8E09PT1Mg9c6dO3h7e5vaTur3SJs2bUyzjcGDi4lTp07h6+vLyJEj06x3cnLim2++4cCBA7z//vt8/PHHfPbZZ3z++eemQKoQOUlKSgqzZs3Cz8+PsLAw3NzcmDZtGl999RW9evVi/vz5BAUFsWfPHsA4HNnHx4eTJ08CDwJAb775JgcOHDDlfdRqtSQkJPD777/TsGFDypcvDzzIg1KvXj2++uor0w1A3bp1SUpKku8dkeOkfp/s37+f4cOHY2Njw61bt/j888+fmgOlYMGCREZGkpiYaAryaLVaypUrh0ajMU1Nn5iYiFarZc6cOSQnJ9OzZ0/gQTuysbHh22+/xdLSko8//pjKlSuzcOFCBgwYQOHChV/xOyHEk128eJF27doRFBTE2rVrSUlJYe3atRw6dIhvvvmGq1evMnPmTMA41Cp//vzcvn0beBAn6NSpEzdv3jQlkU51+/ZtJk2axNixY7G3t39smFhiYiKxsbFYWVkxefJkqlatyltvvWWaeTmzubi4sHnzZq5du8a1a9do06ZNmu0LFizI0Pdc+gefvQKpN5mPun79Ol5eXuh0Oho3bkzz5s2pUqUKer2eSpUq8b///Y+JEyeantSWKVPGNL1vahStUqVKWFtbExQUhF6vNw1pmTx5Mm5ubqbeQg93/2rYsCGLFi1i3bp1TJgwgSpVqvDNN99Il36RrV2/fh1bW9s0Y8dVVcXe3p5r165RsGBBvL29qVevHp6enuj1eqytralTpw6HDh3izp07lCpVihIlSrBz505CQkJM3RJTuxanPpVKba8LFizgxo0bbNq0CTBG0RMSErC2tsbJyYkFCxawYsUK9u3bR4MGDejevXua+glhDvHx8QQEBFCiRAnT8MfUoV6BgYGUKlWKvHnzMmTIEFxdXbG1tQWgcOHC1KlTh7179wLG3AtFixbl/PnzAKayatSoQUpKCsHBwQCmoctDhgyhb9++VK5cGTC2z7i4OOzt7alXrx7r16/n77//5urVq4wbN46WLVuavrOEyG7OnDnDoUOHcHV1pU2bNqZcJAaDAUtLS65du0ajRo0oVaoUs2fPTvNajUaDt7e3KXm0l5cXdnZ2nDx5kubNm5uuyRo2bMgff/yR5qJ806ZNXL582dT9PywsjCtXrlC5cmXs7Oxo27YtFSpU4Pjx45QsWdIUPBIiO4qOjmb37t3ExMTQuHFjvL29gQf3JS4uLjg6OpI3b16+/fZb0/XXwzlQChUqRFJSEtbW1pQoUYKjR48SFxdnSpPh6upK0aJFOXHiBG+88YYpyLR48WKGDh2Km5sbKSkpnDt3Dg8PD9zd3alQoQKrVq1iw4YNWFlZ0aRJE/LkyWOeN0m8llJTv8THx5OSkmL6e05df+nSJezt7bG0tKRFixa4uLhQoUIFAFOQJvWBtl6vp0iRIly+fBnA1IO0Tp06JCcnp+kxBDBu3Djq1KnDm2++mWZ9qgkTJjB9+nQ8PT1p06YNjRs3pkWLFjg4OJjqlxVS34NHOTs7Z6i8bBMYunnzJvPnz+eff/4hf/78dOnShTZt2pAvX740vRGio6OxsbFJk2Ap9UL5woULpptMKysrKlSoQGhoKLdu3cLLy4uUlBQsLS1xcHDg3r17GAwGtFotV65cYf/+/Xz66afExcWxcOFC/vnnH2rXrs1XX32FwWCgcePG1KtXz3ShI0R2k5yczI4dO1iyZAmHDh3C0dERHx8f3nvvPTp06GDqLnz37l2qVKnC1atX03QBTv3QunXrFuHh4VSqVAkwXohPmTKFCxcumMavWlhY4ObmhkajIT4+HltbW4KCgli2bBlffvklBw8eZN26dWzYsIE33niDb7/9lnz58uHg4ED//v1Nyd2EMJfg4GAWL17MunXruHXrFt7e3pQrV44+ffpQr149dDodVlZWODg4cObMGRwdHXF0dHysnAMHDph6jzo5OVGmTBm2bdv22PeOi4sLd+7cMb3O19cXRVFo0qQJS5cuZeXKlZw7d45PP/2UwYMHA8bcXGXKlHk1b4gQGZCQkMCcOXNYvHgx0dHRlC9fnuDgYNasWcOYMWMoWfL/7d15fE3X2sDxX5KTSCKSiESEBCXTFU1IzBTppWLqRWmQoqhWqX7cUi4dtKJoiVKlXNRVXFONNUZMNfSSUIQSRZOIIc0ko8zr/SPvWXJEW/e+r2vI8/2rOefsfbaevfZa+9nPepY3JSUlmJub4+zsrDNPja+VlJRgMBi4ePEid+7c4fnnnwfA29sbd3d3Tpw4AdwteOvo6EhJSYl+unvjxg2mTp1Ks2bNmDp1KpGRkVy9epX27dszd+5cqlatCpQFcctnNjzMgboQ/y6lFN9//z1z5szhxx9/pE6dOlSvXp3p06ezfPlyWrZsqT9rDHqmpKTg4uKiM7ONNVCuX79Ot27d9IOJHj16MG/ePK5evarHfK6urhQVFemgUmlpKXPnziUnJ4esrCx69uzJ6dOnyc3NZfPmzbi6ugJl91u9evXSx2J8gCLEw2a8Zn/99deMHz+ekSNHMn36dH3+m5mZYTAYiI+Px9XVVZ+z5V24cAFvb2+grC/x9vbm0KFDpKam4uzsTGFhIVZWVjg5OZmscBkTE8OlS5eYOnUqKSkpbNmyhUOHDvH8888zYsQIAAYMGMCQIUMqZNA9aX3NI2vN2dnZREZGkpiYSHFxMbNnz+b06dOMHTuWHj168NVXXzF+/Piyg/zfi07t2rW5ePEitWvXBjCZppKamsqmTZsYPXq0fs3f39+kPpBxYGFlZUVeXh6WlpaUlpaybNkyTp48yVtvvYWPjw//+Mc/8Pf3p0+fPibfb9z+3kJtQjwK9xZrjouL47vvvsPd3Z3169ezZcsWXF1dmT9/PsePH9efS0lJwcLCQgdRjeeyMcizbNkyXnvtNezs7ICylfn8/PzYu3evTt+HsponPj4+Oj15zZo1xMbG8s477zBgwABu3brFRx99xMyZM3Fycqpw7FJsWvy3Xb58mZkzZ3LlyhVOnz7N999/z8iRIzl69CjTpk0jOTmZTz75BLibBVe1alWTedvl7d69m4SEBAYOHKhfa9myJVZWVmzYsAEo6zcSExMxNzfXg4OMjAxWrlzJ6dOn6devH/PmzSMgIID169froFB5xkUShHiU8vPzdaFZ4/lYXFyMubk577zzDmfPnmXr1q1MmTKFlJQUdu7cCZS1gYyMDFxcXKhWrRqAflBhbGeff/45vXv31v2Sg4MDnTp14sSJE5w8eVIfw/r16/H19dV1G44ePUpSUhL/+te/SEhIYMKECcTHx7Nly5b7DtCNnqSBunj6JCYmkpOTo/82rpDUvn17oqKi+OGHH1i/fj3u7u4sW7bMZIXKjIwM7ty5g4uLC0opzM3NTWqglJSU6BooAN27d8fa2ppNmzbp127evElMTAytWrXS3799+3Zu3rzJmjVraN68Obt27SI9PZ0OHTpUOP7y40YhHobs7Gz27t1LfHw8cLfsy7Fjx/Dx8dHFpMvXAKpZs6ZJuyp/n3H16lWOHTum69ABNG3alNLSUt1XWVlZUVBQgIODg77fyc/P58svv+TUqVO8+uqr+Pn5sXz5cry9vU2Wh/f29qZ+/foopUziBE9cX6MekRMnTigfHx+Vmpqq9uzZo5ycnNRPP/2k34+OjlbVq1dXR44cMdkmJCRExcfH69eKioqUUkq9//77qlevXio/P1+VlJTo9yMiIlSjRo3UmjVrlFJKHTp0SAUEBOi/8/Pz1ezZs9WHH36oDh48qIqLix/qv1uI/4tTp06pSZMmqU6dOql33nlHRUVFqdLSUqWUUsnJyers2bMqJydHv3bmzBnl4eGhfvzxR72PrKwsVa9ePZWYmFhh/wsWLFDBwcEqNTVVKXW3fe3evVs1b95cvf766yohIUEdP35ctW7dWi1atEhvGxMToxYvXqxu3LjxsP75Qjyw7Oxsff4a+4Tjx4+r+vXrq5KSEnXr1i0VGxur24pSSoWHh6sOHTqo3Nxc/dqSJUvUqFGjVEpKisn+CwoKVJcuXdSHH36o/zaKiIhQnp6eauHChSozM1PNmjVLtW3bVv3yyy/6sytXrlTHjh0z6a+EeNzcvn1brVixQoWEhKgaNWqoZcuWKaXu9g3FxcUqLS1NFRYW6m2uX7+uAgMD1YYNG/RrRUVFqnPnzioyMlK/Zmx7X375pWrRooVKS0vT+zRuM2jQIOXn56fmzp2rFi9erFq1aqWWLl2q95GWlqZu3bpV4bhLSkpM2rYQj1JRUZE6dOiQevXVV1XDhg1V06ZN1YABA1RUVJT+zM2bN1VWVpbJdkOHDlWhoaFKqbvtYvny5apDhw5KKWXSf1y/fl01aNBA7dixQymlTM7/lStXKg8PD/Xuu++qzZs3q379+qmhQ4eq27dv689cvnz5vscufZR4FE6cOKF8fX3VrVu39Ll89uxZ1bZtW7Vv3z7l5ORUYVy2fv16NXjwYJWcnKxfM/ZNb775pho8eLBS6m7/VVRUpCZMmKCCgoLU4cOHlVJKbd26Vfn5+akDBw4opZTKyclR48aNU1OmTFH79+9/6uMED20qWXFxMQcPHuTUqVP06NGjQsFMd3d38vPzqVatGvHx8fj7++Pl5aXft7KywsbGhm3btuHn54ejoyNXrlzB1dVVRwaNU8zOnTvH9u3bCQ8P16mTRsOHD+f69etMnz6dxYsXc+XKFXr16kVoaChQVgNi3LhxJtuUT0t74iJ94qly+/ZtTpw4gb+/P7t27WLJkiV4eXnRr18/jh8/zogRI5g9ezZ9+vTBxcXFpF5PdnY2W7Zs4eWXXzZpf6WlpTg5OZGRkYGHh4dOBb516xbffPMNb7zxhl4Jxvg0t0uXLhQWFrJ48WJCQkJIT0+nf//+JiuPBQUFERQUBJQ9TTLuV9qQ+G85deoUy5cv5+DBg9SvX5+IiAi8vb11n1GjRg2qVq1Kbm5uhVTjs2fPEhMTw8SJE7G1tdU16NLT08nJycHZ2RlAv75q1SrS0tJ0hk/5rKJRo0ZRUFDAqlWrmDlzJnZ2drz//vs6g8HKykoX9wTpc8Tj5fLly2zYsIGwsDDS09NZs2YNXl5emJubEx0dzbBhw3SbsrCw0BmheXl5REZGsmrVKpo2bUpISAhQ1h8YDAZSUlJ0pk/5Gl5ff/01o0eP1vuxsLDQ20RERLBlyxZWr15NcXExgwYNMsmGMG5zb58jmQzicTBr1izq1avHn/70JxYtWoSLiwurV6+mSpUqfPzxx0yfPh1HR0eCgoJM6paePXuWDRs2kJiYyOzZs4G77aKwsJCGDRtWmMY1bdo0WrVqdd8aKK+88gp2dnZs2bKF9957jzZt2jB+/HiT+iQNGzYE7vZHxn1LWxIPw4PECe7cuYODg4M+l5cuXcqAAQPw8/PDzs6Offv2ERoaquMB169fx8LCQk/7Ly4uxtLSkqNHj3L48GH+/ve/A3fvbQwGA+PHjyc+Pp6xY8fi4ODAlStXGDRoEB07dgTKssaNbdDo3jbyNHkogaEzZ87wySef8PPPP5OQkIC7u3uFH/zy5csEBgaSnp5OnTp1KCgoYNmyZbzxxhtA2VLztra2HD9+nNTUVBwdHalatSrnz5/XN7PGH3bevHn4+/vritxJSUnk5ubi5eWFg4MDERERHDhwgOvXr9O6dWt98SuvtLRUD8qfxh9aPFmMHf7JkycZPXo0J06c4OrVq4wZM4Z+/fphMBgYOnQor7/+Ojt27KBnz55YWlrquayhoaHs3bsXOzs7GjVqxKpVq+jfvz+2trZcvHiRRo0a6dTk8hdcDw8Phg4dSn5+PtHR0Vy6dInhw4cD0LNnT9q1a0d8fDwBAQH3bSfG7zczM5MiueK/6tq1a0ydOhV7e3umTp1KrVq1KhT9u3jxIoGBgaSkpOgpLUeOHOHdd9/l0qVLuLu7s3r1aiwsLHjhhReAstRk4wovxqBQZmYmK1euZNy4cTg7O5OUlERUVBSNGzcmKCgIa2trJk2aRJ8+fbCxsaFu3br3PWbjsUmfIx4V4zmoyqW9p6ens3jxYiZNmoSDgwNjxoyhRYsWLFq0iL1795os3FF+H5MnT+bIkSN4eXlx8eJFhgwZwvjx42ndujUpKSk0btyYtLQ04G4f989//hMvLy/CwsI4cOAAu3btIjY2lrVr1+Lg4ICLiwsjRozgtdde+92gqfQ54nFiPL9jY2PJy8ujVatWtGvXjr59++oHeF9++SU9evQgMTFRP1SDsqBQnz59aNCgAY6OjoSGhjJjxgy6d+9OlSpViIuLo27duiaBoQepgdKrVy+6du1a4QH6vaQ/Eg/bg8YJmjVrRmJiIt7e3mRmZnLhwgVeeuklatasSfPmzTl8+DChoaEmD/8uX76MtbW1rl8H8NlnnxESEqLrpF67dg1zc3Pq1KmDi4sL69atY9u2baSmptKhQ4dKHSd4KP8yc3NzGjduzMaNGwkMDOT48eN6CXnjkqPJyckYDAZsbGzo0KEDwcHBfPHFF/z5z3+mbt267Nixg/fff5+LFy/qwYCTk5P+b+OPsnv3biIjIwkMDGTs2LH4+/vj7+/Pxo0b9ZMpgODgYF555RX9Y6t76jVIZoN4FAoLC9m5cydjx45l3LhxenUj4/ltb29P9erVcXR05IMPPmDAgAEYDAYdBVf/u8qY8dw1ntfjxo3jhx9+ICYmhk6dOrFy5Uq9CoxSivj4eN0WzMzMOHv2LHPmzOHOnTv85S9/oV69eoSFhXHs2DGKior08VavXp2mTZtibm5+37on0obEo/LXv/4VV1dXvvnmG3r37k3r1q1xc3PDzMxM18HKzMwkJycHNzc3fe76+voyf/584uLiWLVqFbVr12bkyJHk5ubqp7MNGjQwuRn+9NNPOXPmDJGRkQQEBBAYGMi0adNIS0szaYs+Pj46KHS/mlrSXsR/W2lpKXv37mXUqFH069ePBQsWcPv2bZNstRo1amBnZ0d2djYODg5069YNZ2dnvL29uXPnDj/++KPeV3nh4eEcP36cNWvWsGzZMqpVq8YHH3wAlK20lJ+fT506dYCyJ7UJCQl89tlnREZG0qBBA4YMGUJCQgKhoaG6xp2RmZmZ1KYTjwVj32Fcvrp///4sXLiQ69evA3cLq2dlZeHm5oatrS1169Zl1KhRJlndBoOBGzdu4OnpabJ/Pz8/Tp8+TWRkJGvXrmXgwIEsXLhQLy1fXFzMjRs3MBgMlJaWUlRU9Js1UDp37myyb2NQSGqlikfpQeMExgWjAPbs2YO7uzvt27fHzMyMwMBAtm3bxuDBg1mxYgVQ1qZcXFyAuwtTrVy5kp9++olGjRrpOEFAQAA7d+406U9efPFFhg0bdt+gkPGYK8OY7aFkDPn6+jJhwgSsra3p2rUra9asISMjAzc3N/0ZV1dXzp8/r9MYp06dynPPPcelS5d49tlnCQ4O5urVq3rlMCgrrtukSRN+/fVXfXHdvHkz2dnZrFixgiZNmjBjxgw6d+5832Kh5Z8cV4YfVzzeNm7cSEREBAUFBbRq1Yri4mJ69erFwoUL6du3LwaDgbi4OAICArhx4wZ16tRBKaVT7HNzc0lMTKRnz54YDAZdhFApRYsWLfT3jB8/nitXrujBvLu7OwkJCSZLGZ48eRJXV1cMBgPt27dn9uzZJlM77+dpjpiLJ0t6ejrZ2dn07duXPXv2MHfuXNzc3OjUqRO9e/fWS+rWrl2bS5cuYWNjowfFzs7OepqYs7MzU6ZMYfny5URHR9OxY0cuXLhAnTp1TKapXLt2DRcXF+zt7QkPDyckJKRCn3NvHyPtRTwOwsPD2bVrF0FBQbRr1465c+dy7tw5ZsyYofuEezPrjCvreXp64ujoyOHDh2nWrJlJlpFSSg/gAXx8fGjWrBnR0dFA2TSVkydP6qW3AQoKCggNDSUoKIjg4ODfHJAbSRsSjwNjVt2YMWPIzc0lMDCQdevWsWTJEvbu3av7E3t7e2JjY/UqrMb2YryvWbFiBUFBQSZtAspuaO3s7PT0mG7durFz5079sLtOnTrExcUBZW0iPz8fZ2dn3n77bTp06ED79u3/MHtOsuvEo/SgcYKzZ8/i5uZGXl4eBw8e1O0uKiqK1NRUSktLsbS01JlAcXFxeHt7k5ubq1ek3Lp1K2lpacydO5egoCBmzpxJp06d/jBOUFk9lMCQpaWlXsGra9euTJ8+ncTERNzc3PTFSClFjRo1yM/Px9raGgsLC0JCQvScdCiL8gUEBOgfLz09nYKCAmrWrKkvmO+99x6ffPKJvhAb3W8Jxcr+Y4vHi6urKxMnTqRjx446QJqXl8emTZvo2rUrDg4OZGVlkZOTo4NC5Z/qbt26lV9//ZUhQ4YA/GbQMykpif379zNo0CAAfv31VwICAkhISNDLNvbp04ehQ4dWOMZ7pwwI8TgyGAxkZWVx6tQpLl26xAsvvEB+fj4TJ07k4sWLTJ06FSiru9WgQQNycnIqZCQYffvtt9jY2OgsIzMzM27evImlpaXud5YuXVohHf9pnnMung6xsbGsWbOG8PBw+vXrB4C1tTUbN24kKSlJB4bKZ9bB3XoMdevW5ZlnntFLyJfva+7tdxITE1m9ejWdO3fWK5m5urqSmpoKlI0Bvb29+eqrr0y2M2ZbyHhNPGq/VwNl8+bNxMbGEhUVRd26dcnKyqJNmzZEREQwadIkXeMkOztbB3SMYzgLCwtu3brFd999x7Bhw0we0pVnMBgoKipix44dpKWl0aRJE5RSJCcn4+vrq+9zbG1tK1UNFPHk+3fiBHl5edja2pKRkUFycjJOTk5MmTIFLy8vhg0bRps2bfD19QXgzp07ZGZmUrVqVT1emz59Ok5OThIneEAPrfi0UaNGjahatSqnT5+mefPm+ke4dOkSfn5+ZGZmYm1tDUBOTo4uiHvo0CGioqJ4+eWX9fL0Li4uXLp0Cbh7sTOm6UvhQfGkadmyJQaDocLg2tXVVQeK3NzcuHLlSoVtMzIymDZtGh9++CFOTk4mUe74+HgKCwupUaMG58+fZ926dQQEBBAWFgaUPQ22trbW7Q7Q33fvoFyCQuJJYG9vT3JyMkuXLmXp0qX06dMHKHuyOmvWLHr16kVgYCBxcXHUr19fpyoXFBSQkJCAubk5VlZWHDhwgHXr1jFq1Cg6depESUkJTk5OpKenA3dvkKtUqaKnUkqfI54UJSUleHh4mGT2ZGVlUaNGDby9vfWDgHsz64z9gXE62bfffktmZqZJ4dpz584RHx9PcXExp06d4siRI3h6evLuu+9iY2NDdHQ0zzzzjEnAFdBZsOWLWQvxqP1RDZTdu3fTrVs3PDw8gLI+aPjw4ezZs4fTp0/Tvn17MjMz8fLy0v0H3D3vv/76a8zNzRk8eLDJ9yqlWLFiBfXq1ePq1avs37+fpKQkFixYoAO158+fp0GDBhX6nMpSA0U8Xf4oTnD79m1sbW354osvsLa21v1XUVERjRs35ptvvtG1UF1cXPj555+Bu32J8QG4xAkezEP9v2IcALRo0YLDhw+Tl5en3yssLCQ5ORlXV1c9SL9x4wZvvvkmLVq04JVXXqFt27Y6BRPAxsaGjh07mgwijIxReIn2iSeFpaUlZmZmZGVlMXv2bDp16kRMTAw9e/bUn8nJycHHx4eCggKTc3vWrFl4e3vz4osvAqZR7nPnzjF58mRat27NsGHDKC4uZvLkydSrVw8oS+GsVavWfQviShsST6r+/ftjZ2dHYGCgfq1ly5bUrFmTgwcPAmXnd0JCgr6hzc/P58CBAwwZMoR27drx1Vdf0bVrV15//XX9+Ro1avDiiy/ety6dtBfxJPH29sbV1ZU5c+YQHh5O586dmT9/Pi1atODOnTt6IJ2Tk6Mz6+49v319fTE3NycmJoaioiKuXr0KlPVBUVFRTJs2jbi4OEaMGMGCBQt0TSF3d3c6duxIkyZNTPYnA3TxOPq9GigAdnZ2pKammtSwa9++PUopnVGXk5NDXl6enipmPM9jY2NZsGABX3zxhW5zubm5epyXmJjI5MmTWb58OV5eXixYsIAuXbroe6WwsDAaN25832OW/kg8SR4kTlC7dm1KS0txcXExeahhaWlJWFiYvmcyTtE0xgnubQsSJ3gwDzVjyPg/v2fPnsycOZP09HSdvu/q6sqtW7eAuxdLT09PQkJCeOaZZwgODsbW1ha4m35pXIZRflTxNElJSeHo0aO0adMGg8HAiBEjGDFiBJMnTyYpKcmkUC7AhQsXiI6OZuLEiRQVFbFy5UoOHDhAYGAgb731Fq1ataJq1ap4eHhUKGoI6FpcQjxNXnrpJbZs2UJsbKxeFt7MzIz8/Hy9LH3NmjX1tBYoy5Tr0qUL/v7+NGnSRNciKm/gwIFUq1ZN+h3xxLO1tWXZsmV8+umnbNq0iV69ejFs2DDmzJnD0aNHmTFjhl5RrHxmnZGxGHt6ejpvvPEGGRkZtGnThu+++w4fHx8+/vhjkyyi8tzc3HTAVYjH3R/VQPH392f58uXA3cwEX19fHB0dSUpKAsoyVs+cOcOECROAsvZTXFzM559/zksvvURubi4fffQR27dvx8rKirlz59KiRQvefvttJk+erDNUjYzfExYWJsFU8VR40DjBb42/unXrRrdu3YCyWEL37t2pVauWjNf+Dx5qYMh4EQsJCWH8+PFs27aN7OxszM3Nsbe3JyAgwKRAlLm5OW+99ZbevnxaJPCbS/4K8SRr2LAhmzdv1n97enoyf/58XnjhBWxsbDh16pReetHMzIzFixdz8uRJ3n77bZKTk6lTpw6dO3fm+eefB8rS/YODg/X+7m1H5ubmJlF3IZ4Gzz77LN7e3syZM4dnn30Wd3d3Dh48SGFhIR06dADK6p74+/vrOesA9evX14Gk+9Vl+K0bXSGeRFlZWezatYu//e1vhIaGAhAQEMCYMWPYsGEDkydPxtzcXGfWGaeX3bx5kyFDhhATE0OjRo3o0qULwcHBtGvXDiibZmlsK/f2OUI8aX6vBgqUZTiEh4dz+fJlPD09KS0tpWrVqlhYWFBYWEhWVhb29vY4Ozub3NxGR0ezZcsWoKxOUbNmzRg5ciS9evXC2dkZpRSOjo7Ab9cJkqCQeFr8u3GC+ylfK8g4bUz85x5qYKigoICVK1cSFRVFSUkJ4eHh1KtXjw8//JAdO3bg4ODwu1XB5eInKhNjobR69eqRlZWlb16NF04LCwu9OsyIESN47rnnCA4O/t0LJsggQlQOVlZWRERE8OqrrzJs2DC9nO+0adN0Kn9ycjI1a9bUQaF7SVsRTztjIXXjgwSAatWq6RtaMM2sM/Y/bm5uTJkyhaZNm/5m+zGSdiSeJuVroDRr1gwLCwuaNm1K3bp1WbduHe+9954+5wsKCigqKsLe3p7z58/TsGFDk4zv2rVrM2/ePNq2bUuDBg0qfFf5YKq0I/G0+0/jBOVJO/n/9VADQ/n5+Rw9epRq1aqxfft22rRpo9+zsrIiKytLR+TLk6dMojIxBkINBgNpaWls3LgRJycn/P392bdvH40aNdIBIUtLS2bNmmWyvfGpkjyhFZVdw4YN2bFjB0ePHsXOzo7nnnvO5P2wsLD7ThcTorLw9PTk2rVrrF27luHDh1OlShUOHTrErVu3dK2Ga9euVcisU0rRtm1bQPocUXkYH9gZa6CEhYVhZ2eHra0tQ4YMYdWqVTg6OjJ69Gi+//57EhIS6N27N1AWcD137hwffPCB3l/5DFWQVfhE5fafxgnEw/NQA0MODg56Dq6R8SLYqVMnifIJAcybN4+SkhLOnTvH6dOncXZ2Zvbs2Tg5OXHhwgWCgoIqXBhl9Qkh7s/e3p6uXbvqv8unGTdv3vxRHZYQjwVbW1sGDx7MokWL2Ldvn17BZcyYMQQEBAD3z6yTTAZRGf1eDZThw4eTl5fH4sWLWbNmDb/88gt9+/Zl4MCBANSqVYvc3NwKGQ/lC+PKKnyiMpM4wePHTN271MpDIPPNhfht+/fvZ8mSJXh4eNC9e3ddDwVg7dq1VKtWje7duz/CIxTiyXO/VSmEEGV++OEHYmNj8fX1pX379ibvRUdHY2Njc9+Vj4SojJKTk2ncuDFTpkzRNVDGjRuHwWDg+PHjJCUl0apVK70KH5TV8zp79iyBgYF/OP1SiMpM4gSPj/9KYEgI8e8x3tSWz3YQQgghHgYZmAtRUfkaKJGRkVhaWtKgQQNGjhxJ//79qVKlisnnjbdU0o6EEE+ihzqVTAjxYJRSOhh07wpiQgghxP+38jex0tcIUdHv1UApr/z4TQghnlSSMSSEEEIIIYQQf+C3lpEXQognnQSGhBBCCCGEEOI+ZKqlEKIykMCQEEIIIYQQQgghRCUleZBCCCGEEEIIIYQQlZQEhoQQQgghhBBCCCEqKQkMCSGEEEIIIYQQQlRSEhgSQgghhBBCCCGEqKQkMCSEEEIIIYQQQghRSUlgSAghhBBCCCGEEKKSksCQEEIIIYQQQgghRCUlgSEhhBBCCCGEEEKISkoCQ0IIIYQQQgghhBCV1P8A6HgdD3951VIAAAAASUVORK5CYII=\n",
"text/plain": [
"<Figure size 1200x1000 with 8 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Pandas v: 1.1.0 [pip install pandas] https://github.com/pandas-dev/pandas\n",
"Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\n",
"Technical Analysis with Pandas TA v: 0.2.28b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a0 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x11a22b040>"
]
},
"execution_count": 18,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"Chart(df, style=\"yahoo\", title=ticker, verbose=False,\n",
" last=recent_bars(df), rpad=10, clr=True, squeeze=True, lazybear=True,\n",
" show_nontrading=False, # Intraday use if needed\n",
")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Archer Moving Averages Trends\n",
"Archer Moving Average Trends (__amat__) returns the long and short run trends of fast and slow moving averages.\n",
"* The _pink_ background, on the Price chart, is when Archer MAs are bearish. Conversely, a _white_ background is bullish"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 1200x1000 with 6 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Pandas v: 1.1.0 [pip install pandas] https://github.com/pandas-dev/pandas\n",
"Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\n",
"Technical Analysis with Pandas TA v: 0.2.28b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a0 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x11ae8f1c0>"
]
},
"execution_count": 19,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"Chart(df, style=\"yahoo\", title=ticker, verbose=False,\n",
" last=recent_bars(df), rpad=10,\n",
" volume=True, midpoint=False, ohlc4=False,\n",
" rsi=False, clr=True, macd=False, zscore=False, squeeze=False, lazybear=False,\n",
" archermas=True, archerobv=False,\n",
" show_nontrading=False, # Intraday use if needed\n",
")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Archer On Balance Volume\n",
"Archer On Balance Volume (__aobv__) returns a DataFrame of OBV, OBV min and max, fast and slow MAs of OBV, and the long and short run trends of the two OBV MAs.\n",
"* On the chart below, only **OBV**, **OBV min**, _fast_ and _slow_ **OBV MAs**.\n",
"* Not on the chart are: **OBV LR** and **OBV SR** trends."
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAABHsAAANgCAYAAAC852Q4AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8vihELAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOzdd1xV9R/H8dc557IEQUUFFHFPVDRHlnukaeYoB1ba9Fc2bZdWSNP2MMtKG2qluc0sFyBq5cqJintvQJase875/XH1yl6y/TwfD4J75vdcvHHu+36/n69imqaJEEIIIYQQQgghhKgQ1NJugBBCCCGEEEIIIYQoOhL2CCGEEEIIIYQQQlQgEvYIIYQQQgghhBBCVCAS9gghhBBCCCGEEEJUIBL2CCGEEEIIIYQQQlQgEvYIIYQQQgghhBBCVCAS9gghhBBCCCGEEEJUIBL2CCGEEEIIIYQQQlQgEvYIIYQQQgghhBBCVCAS9gghhBBCCCGEEEJUIBL2CCGEEOXAwoULGThwID4+Pjg6OlK5cmX8/Pzo1KkTY8eO5ZtvvsmwfY8ePVAUJcuXpmlUqVKFjh07EhwcTExMjH2f/v37Z9j2u+++y7Yt9957b4btJk+eXKzXLoQQQgghCkYxTdMs7UYIIYQQImePPPIIM2bMyHUbDw8PLl26ZH/co0cP1q5dm+exvb29WbNmDS1atOD06dO0bNnSHgC5u7uze/du6tSpY99+yZIlDBkyxP741ltvZd26daiqfH4khBBCCFFWSNgjhBBClGErV66kX79+9sdt27alX79+eHh4EB0dza5du1i/fj2apuUa9nz44YcAxMXFsWTJEnbu3Glf165dO7Zs2QLAr7/+yj333GNf169fP/766y8AoqOj8ff35+zZswC4urqyY8cOGjZsWPQXLoQQQgghCs1S2g0QQgghRM6uBi0ADRs2ZPPmzWialmGbtLQ0QkJCcj3OCy+8YP95woQJtGjRgiNHjgCwdetWjhw5Qv369Rk1ahSLFi1i3rx5AKxYsYIZM2bw8MMP8/TTT9uDHrAFSBL0CCGEEEKUPdLnWgghhCjDdF23/3zp0iUOHz6cZRsHB4cMvX/y4uzsTLt27TIsO3PmjP3nr7/+Gm9vb/vj559/nq+++oqff/7Zvqxfv36MGzcu3+cUQgghhBAlR8IeIYQQogy76aab7D9HRUXRtGlTAgICePjhh/nyyy/ZsWNHgY+ZnJzM1q1bMyzz8fGx/+zp6cn06dPtj2NjY3niiSfsj6tWrZpnDSEhhBBCCFF6pGaPEEIIUYZZrVa6dOnCxo0bc9ymadOmTJ48OUPh5MLW7Elv7NixGUKfq37++ecMdX2EEEIIIUTZImGPEEIIUcYlJiby4YcfMmPGDE6ePJntNoqisGTJEu68804g/7Nx1axZkzVr1tCyZcss6xISEmjdurW9tg/A8OHD+e233wp5JUIIIYQQoiTIMC4hhBCijHN1dWXSpEmcOHGCyMhIZs6cyaOPPkrNmjXt25imySeffJLnsRRFwd3dnfbt2/PGG2+wZ8+ebIMeADc3N0aPHp1hmdTpEUIIIYQo+2Q2LiGEEKIcadKkCU2aNGH06NF8+OGHNGvWjNOnTwNw7NixHPcrbEdeRVFyfSyEEEIIIcoeCXuEEEKIMuynn34iMTGRe+65hypVqmRY5+TkhKOjo/2xp6dnCbdOCCGEEEKURRL2CCGEEGXYkSNHCA4OZvz48XTu3Jm2bdtSo0YN4uPj+eOPPzh69Kh92wEDBpReQ4UQQgghRJkhYY8QQghRDqSlpREWFkZYWFi269u3b88LL7xQso0SQgghhBBlkoQ9QgghRBk2fvx4AgICCAsLY/PmzZw9e5bz58+TmppK1apV8ff35+6772bs2LEZhnQJIYQQQogbl0y9LoQQQgghhBBCCFGByNTrQgghhBBCCCGEEBWIhD1CCCGEEEIIIYQQFYiEPUIIIYQQQgghhBAViIQ9QgghhBBCCCGEEBWIhD1CCCGEEEIIIYS44cyYMYPOnTvj5+eHn58fffv2ZdWqVfb1586d49FHH6Vp06bUrl2b7t27s3Tp0gzHiImJYezYsfj5+VG3bl2eeuopEhISSvpSspDZuIQQQgghhBBCCHHD+fPPP9E0jYYNG2KaJr/++itTpkxh7dq1NG/enLvuuovY2Fg++OADPD09mT9/Pu+99x6hoaG0bt0agGHDhnHu3Dk+/fRT0tLSePLJJ2nbti3Tp08v1Wsr02GPYRj2nxVFKcWWCCGEEEIIIYQQoqxLH3GoasEHM9WvX58333yT0aNH4+vry0cffURgYKB9fYMGDZg0aRJjxowhMjKSTp06ERISQtu2bQFYvXo1I0aMICIiAh8fn+u/oEKylNqZ8yk+Pr60myCEEEIIIYQQQohyJn2nEScnJ5ycnHLcVtd1Fi9ezOXLl+nQoQMAHTt2ZNGiRfTr1w8PDw8WLVpESkoKXbp0AWDz5s14eHjYgx6AHj16oKoqW7duZeDAgcV0ZXkr82EPwPHjxynDHZCEEEIIIYQQQghRBiiKgp+fHy1btsxQO+fll1/mlVdeybJ9REQE/fr1Izk5GVdXV2bNmkWzZs0A+OGHH3jooYdo0KABFosFFxcXZs2aRYMGDQBbTZ8aNWpkOJ7FYqFq1aqcO3euGK8yb2U67LmawtWvX59Dhw7RqFEjNE0r5VYJUX7ous7BgwfltSNEAcjrRojCkdeOEIUjrx0hCien145pmqSmprJ79+4sPXuy07hxY8LDw4mLi2PJkiU8/vjjLFu2jGbNmvHOO+8QGxvL4sWLqVatGsuXL+fBBx9k+fLl+Pv7F/s1Xo8yHfZcdfUXp2ma/A9QiEKQ144QBSevGyEKR147QhSOvHaEKJzMr52ro4Lc3d3zVfvX0dHR3lOnTZs2bNu2jWnTpvHMM8/w3Xff8ffff9O8eXMAWrVqxT///MP06dP59NNP8fLy4sKFCxmOZ7VaiYmJwcvLq6gusVBk6nUhhBBCCCGEEEIIbBNFpaamcvnyZSBrkWdN0+yBUocOHYiNjWX79u329eHh4RiGQbt27UqszdmRsEcIIYQQQgghhBB2oaGhpd2EEhEcHMyGDRs4fvw4ERERBAcHs379eoYPH06TJk1o0KABzz77LFu3buXIkSN8+eWXhIaGMmDAAACaNm1K7969eeaZZ9i6dSv//vsvL730EnfddVepzsQF5WQYlxBCCCGEEEIIIUpGWFgYPXv2LO1mFLuLFy8ybtw4zp07h7u7O/7+/ixYsMB+7b/99hvBwcGMGjWKxMRE6tevz1dffUXfvn3tx/juu+948cUXGTJkCIqiMGjQICZPnlxal2QnYY8QQgghhBBCCCFuOFOmTMl1fcOGDZk5c2au21StWpXp06cXZbOKhAzjEkIIIYQQQgghhKhAJOwRQgghhBBCCCGEqEAk7BFCCCGEEEIIIYSoQCTsEUIIIYQQQgghhKhAJOwRQgghhBBCCCGEqEAk7BFCCCGEEEIIIYSoQCTsEUIIIYQQQgghhKhAJOwRQgghhBBCCCGEqEAk7BFCCCGEEEIIIYSoQCTsEUIIIYQQQgghhKhAJOwRQgghhBBCCCGEqEAk7BFCCCGEEEIIIYSoQCTsEUIIIYQQQgghhKhAJOwRQgghhBBCCCGEqEAk7BFCCCGEEEIIIW4goaGhpd0EUcwspd0AIYQQQgghhBBClIyA8CDc9kWToIWxo1twaTdHFBPp2SOEEEIIIYQQQghRgUjYI4QQQgghhBBC3CB2dAumz9lq0qungpOwRwghhBBCCCGEqMDyqtEjNXwqHgl7hBBCCCGEEEKIUpI+aNFGBqLd3h9tZGCRniMsLCzD4x49emQ4pzr1qyI/pyhdEvYIIYQQQgghhBClJEMQExsLqmb7Xox69uyZ4Zy9LicV+zlFyZKwRwghhBBCCCGEKAUB4UGs9o4mIDyoXJ9DlD0S9gghhBBCCCGEEMUgIDwI39XP5xi0RKUmcLKJM1GpCYU+h9TbEdmRsEcIIYQQQgghhCgGUakJaIqaIcwp6nAmcz2ezAGTzL51Y7KUdgOEEEIIIYQQQogbwddHQ1m1YRH76sO4ej3z3qEQsguYrkpMTWTjqY2kGWn4uvtSx70OVT08CNF1emlasbRHlA4Je4QQQgghhBBCiBIwrl5PzqaFFVnQo40MpJeuo93eHzw80OfOybA+KS2Jf0/9y7EGx+gxswebT28mzUjLsI17R3cckxxp16gdtZc/hm9lX3aqO1lzZI09EKrkUKlI2itKjoQ9QgghhBBCCCFEeRQbSy9Vs8/glaqnkhp/CmvcaVLiTlBz67ek6CkZdqnjXgcPJw9Oxp/kUvIl4lLiQIUVh1dc28gB/vj1D/vDypbKfHXHV4z0H1lSVyauk4Q9QgghhBBCCCFEEQkNDc04tXkxSlMMtlSOJ8wjmlCPaP7+uAZJ1qQM2/i4+dCjbg961O1B97rdqV+lPoqiAJCQmsCJuBO8++W79BrSi5PxJzkZd5KwbWE41XDiZPxJElITiLfGU/mzr+A7CXvKCwl7hBBCCCGEEEKIfMhPkBMWFpbrNj169LD/7OnoRlRqAp6Obvk6p27obD+3nbBjYaw9tpb1t4STYNGvbWwFxeKCk7svDu61+bvfFJpUa2IPdzJzc3SjefXmNDAb8GCbBwFbgefqnn1JaF6NqK6TuDyiK0nNzlDpclq2xxBlk4Q9QgghhBBCCCFEPuQV5GTm6eiGW0Q0Cf7V7MvS75/XDFmGaTB37Vx2uu4k7FgY64+vJzYl9toGFqiW5kD32Kr0vFSFru/PZdSeuVTeE0OCbzWaejbN/8VdEZWaQEpjjX7xW7GED8Bj+CaqKGCqYC3w0URpkbBHCCGEEEIIIYQohLx6+uzoFkyoHkrPbvkLiExM9lRKIMz9IiELRhB+PJxox2hYfW0bDycPuvh1oUfdHvR6fx6tkzxQUcDQ0Wv4s7P7mwSFBBE8Lv9Trffo0QNME+XiBj5JXMOg1INUJhUuA1c7BTU6D6YOiszaVR5I2COEEEIIIYQQQhRQQHgQbvuiSdDC2NEtmK+PhvL18TAaOcTw9dFQ+4xbuYVBpmmyP3o/a4+tJexYGOG3bOC8w5WCypH7AVBxwKVqHV5rO5YedXsQszeGPr36AKAl/gVq9kO08i3xKL29NqD++ThK4iHuzdxG1wasPlybHg/OkKCnHJGwRwghhBBCCCGEKKCo1AQuNXFGT00AbNOqj6vXk6A1QfmaWv3opaMMmz+Mned3XlvoABbTQvf63eletzufXtiFk6sXhqLwfKfnbQFTZDTPW9blOQQsV9YElJMLUY/OQr2wNsvqeBxZ6tiIkZ2nYnreSuikSfRwrVf484kSJ2GPEEIIIYQQQgiRh4DwINy8o1kcHnR9QQuw58IeBvw6gNMJp3HSnOhUuxPd63anR90eJB5IpF/vfgB8ufp5FEUF0wCyBkw5SV8E2s40UC6sQz06E+XkQhQ9MeNqFMyavXgyQWOFUyMS0BhRvXPOxxNlmoQ9QgghhBBCCCFECdl8ejN3zr2T6KRomldvzvJRy6ldufa1Dfyu/xwZho4lHEI9Nhv16M8ol49m2dZ0a4xRbzRG3XuhUh0WrH4eLV3AlOV4olyQsEcIIYQQQgghhMjDjm7BBK3Ju/Bxbr1g1hxZw7D5w0hMS6RjrY4sGbEEz0qeOW6f3Wxe+ZIWh3JygW2Y1sX1WVabDh4YdYZj1huDWe1myGFqdlF+SdgjhBBCCCGEEELkQ36GM+XUC2bRvkWMXjKaVD2V3vV6M2/YPNwc3XI9VuaAKffwx0Q5twb16CyUU4tQ9KRMa1VM79sw6t6HWXsQaC7ZnrPQAZMoU9TSboAQQgghhBBCCFEepA9yPB3d8N2fjGcegQ3Ajzt+ZNSiUaTqqQxtOpTFIxbnGfRkZ0e3YPqcrXatZpCHB//U1FHa7kcZ9Q+W8P6ox3/JEPSYlZuht3oX68DD6F1/x/QbmWPQk+05RLkkPXuEEEIIIYQQQhRIaGhohazjUpDr2tEtmFA9lJ7dct/+k38/4ZWQVwB4MOBBvur/FZqa/ynMs+1NlHoJ5eR8ePQMnaP+ybLadKiK4TfSNkyrajsZpnUDkrBHCCGEEEIIIUS+aSMDUXUdbdo36HPnlHZzCiS3MKcw15VbMGSaJq+FvcaH/3wIwPOdnufdnu+iFDB4sZ/D1FHOrWGk72Isv3+KYiRnPJ+iYXr3w6g3GtNnIGhOBTqPqFgk7BFCCCGEEEIIkX+xsfRSNTD00m5JgYWFhZVIj6T4lHjG/jGWhfsWAvBuz3d54ZYXCnewuL22QsvHfkFJPk1AFeDaRFmY7v4Y9cZg1B0Fzt7X3XZRMUjYI4QQQgghhBCiwgsID8LNO5rF4UHs6BaMNjIQYmPBwwN97hz0uXMICQqie/C1WjWFGa4WGRXJ8PnD2Re1DwfVgan9p/JAwAMFa2xqDOqJ31COzkSN3pxltenoieEXiFFvDFRpI8O0RBYS9gghhBBCCCGEKHXFXQcoKjWBS02c0VMTbAtiY0HVbN+zUZhhXUsil/DQ7w8RnxpPLbdazLlrDp18O+WvgaaJcm416pHvUU7/jmKkZlytWDB9bseoNwbTZwCojvk7rrghSdgjhBBCCCGEEKJUBYQH4bYvmgQtrORmgfLwIETX6aVdK5acoRhyAYar6YZOUHgQH/z9AQBd63Tll6G/4OXmlXc7TBPl7J+oEW+jxmzJurpKAEbd0Rh+geBcM+/jCYGEPUIIIYQQQgghSlmWXjclILthW4XpWRR1OYrRS0az+shqAJ7p+Azv9nwXB80h9x1NE+XMctQ9b6PGbM24yqkGht89GPXugyoBBW6TEBL2CCGEEEIIIYQoc0p9evdsev5ktu3sNkYsGMGx2GNUcqjEtAHTCPQPzP24poly5o8rIc9/GVd5tEZv/gpm7cGg5hEWFaNsp3sX5Ypa2g0QQgghhBBCCCEyCwsLy/A4NDS0yM+RW6ihz51DiH+LLPV6rIaVtcfW8tzK5+g+szvHYo/RsGpD1t2/LvegxzRRTv+OZXUnLBvuyhD0mFUCsN46D+ttmzDrDCvVoAcK18NJlC0S9gghhBBCCCGEKPMyhz9FIb+hRrI1mWUHljF22VjqfF6H236+jS+3fEmyNZkBjQbwz4P/0Kpmq5wPkBqN9s9ILBvuRrm0zb7YrNIG663zsfbZZOvNo8hb9JI0Y8YMOnfujJ+fH35+fvTt25dVq1Zl2GbTpk0MGjSI2rVr4+fnx4ABA0hKSrKvj4mJYezYsfj5+VG3bl2eeuopEhJKbjhiTmQYlxBCCCGEEEKIUuXp6IZbRDQJ/tWyXa+NDKSXrqONDMz3zFjXKzY5lgg1gsCFgaw4tILEtET7umou1RjYeCBDmw6lf6P+qLmENMr5tWibHkBJOmVfZlZpi+7/GqbPQJk2vRTVqlWLoKAgGjZsiGma/Prrr9x7772sXbuW5s2bs2nTJoYNG8azzz7L+++/j8ViYffu3ajqtd/32LFjOXfuHAsXLiQtLY0nn3yS8ePHM3369FK8Mgl7hBBCCCGEEEKUsh3dgglaE0TwOFux5IDwINy8o1kcHmSbnasAM2Ndj3MJ5/j9wO8siVxCyNEQ0hzSYJ9tnW9lXwY3HczgJoPp4tcFi5rH22kjDTXiTdR9H6BgAmA6VkO/6UtM37sl5CkD+vfvn+Hx66+/zvfff8+WLVto3rw5EydO5NFHH+XZZ5+1b9O4cWP7z5GRkaxZs4aQkBDatm0LwPvvv8+IESN466238PHxKZkLyUa5CHt0Xc/wXQiRP/LaEaLg5HUjROHIa0eIwimPrx3NBDDBLNp2m6ZpP15UagIxTZwxUhPQdb1IzlnNwZXKe2KIb1E1yzH2XtzLKyGvsOrIKswrwQyAp+HJQ7c+xKAmg2jn3Q7lakCTRzuUxCM4bLofNWazfZleowdp7aeDS20wjEJdg7gmp9eOadp+f3Fxcdd+X4CTkxNOTk65Hm/x4sVcvnyZDh06cOHCBbZs2cLw4cPp27cvR48epXHjxrz22mvccsstAGzevBkPDw970AO2OlCqqrJ161YGDhxYZNdbUOUi7Dl8+DAABw8eLOWWCFE+yWtHiIKT140QhSOvHSEKpzy9dprrOpgGGCaRkZFFdtzU1FT78dxMB6pExnOpSWUiIyOL5JxzagQy89hMxnQPtB8jMS2RbyK/4ZdDv2A1rQD4V/GnV61e9PLpxbpF67jX+16Ig/1x+/N1niqX/sD3zLuohm3Yl4mFMzWf4EL1MXA8ASi650xkfe0oikLdunVp2bJlhto5L7/8Mq+88kqW/SMiIujXrx/Jycm4uroya9YsmjVrxubNtqBu8uTJvPXWW7Rq1Yo5c+YwZMgQ/v77bxo2bMi5c+eoUaNGhuNZLBaqVq3KuXPniuFq869chD0NGjTg0KFDNGrUCC2Xae+EEBnpus7BgwfltSNEAcjrRojCkdeOEIVTHl87Fk0DTQXdoGnTpkV23Ntuu81+vIim7xC8Lpigx4KK9JyOjo40bdoU0zT5be9vvLL2Fc4mnAVgYOOBTO45mYZVG9q33/jHxvyfLy0Oh+3j0U79al9kuDYgrcNPVKvWnuyrEYnCyum1Y5omqamp7N69O0vPnuw0btyY8PBw4uLiWLJkCY8//jjLli3DuNL76oEHHuDee+8FoHXr1qxdu5bZs2cTFBRUjFd3/cpF2HP1F6dpWrn5H6AQZYm8doQoOHndCFE48toRonDK1WtHufIfhSJtc+/evTOeRlGuHb+IztmzZ0/2Ru1l/MrxhB8PB6BR1UZ80vcTbm94e7bb5+d8StQmtI1jUBIP25cZdUejt/0M1aFyodsr8pb5tXN1GJe7u3uGsCcnjo6ONGjQAIA2bdqwbds2pk2bZq/Tkznsa9q0KSdPngTAy8uLCxcuZFhvtVqJiYnBy8ur8BdVBGReNyGEEEIIIQogNDS0tJsgRIVQEq+l9OeIS4ljub6cDjM6EH48HBeLC8Hdg/lv7H/ZBj2Qj6nZTR1172S00O72oMe0uGO9eSZ6xxkgQU+5YxgGqamp+Pn54ePjk2WY2MGDB6lTpw4AHTp0IDY2lu3bt9vXh4eHYxgG7dq1K8lmZ1EuevYIIYQQQghRVoSFheX9BlAIkae8Xks9evQoknP06NGDXyJ+4dU1r3I20TZka3CTwXx020fU9ahb+INfPom26UHUC2vtiwzPTug3/wSu9a+36aIEBAcH06dPH+rUqUN8fDzz589n/fr1LFiwAEVReOqpp3jvvfdo2bIlrVq14tdff+XAgQP89NNPgK2XT+/evXnmmWf45JNPSEtL46WXXuKuu+4q1Zm4QMIeIYQQQgghhBAlLMvU6tnIK1QNDQ3Nc5vzynl6z+7N+hPrAWhUrRGf9f2Mvg36Fq7hVyWfwxLaE+XyMQBMVIzmr2C0eA3ympJdlBkXL15k3LhxnDt3Dnd3d/z9/VmwYIH939W4ceNITk5mwoQJXLp0CX9/fxYuXEj9+tfCvO+++44XX3yRIUOGoCgKgwYNYvLkyaV1SXbyr1AIIYQQQoh8ys8bVCFE3qJSE7jUxBk9NSHvjbMREB6E275oErQw+2vxavgTlxLH9rPbWbhvId87fI95wsTF4sKELhMY33E8Tpacp9/OFz0F7e8R14IelzroN/+IWaPr9R1XlLgpU6bkuc2zzz5rr9+TnapVqzJ9+vSibFaRkLBHCCGEEEKIfLreN6hC3Ejy0/OmsNK/Fk3TZM3YXnzicYxn1kQT6XIZ82pdXgUC6nRhwaAf8fPwu/4Tmyba1nGoUf/YHrrUxtp7PbiU7pAdITKTsEcIIYQQQgghRJEr7vpWpmEl6eJe2nzXhr0N9mZY5+fux00+N+G0y4lZo2cV2TnVyI9Rj822nV9zwdp5oQQ9okySsEcIIYQQQgghRJEJCA8iKjWBut6pGYY8FlVPn/OJ50k4uZHk87swrEnsBSpbNR44X5t+MZ60i3PD8/c1AATtDLru812lnF6Gumui/bHe8Xuo2rbIji9EUZKp14UQQgghhLgOMhW7EPkTFhZW+J09PIhwjmWs/0EaftmQy6c3YViTUB0r80HvDzi2sQufHW5G/5ga1ExzLLI228XuQts4BgUTAN3/DUzfu4v+PEIUEenZI4QQQgghRCFpIwNRdR1t2jfoc+eUdnOEKBOu9uQJWhdE8LjrL2SeYk1h3H2VmL1ro22BDhZXL9x8bsKhagPG3zweTV9RfF0ZUi5gWX83itVWq8uoMxyj+cQ8dhKidEnPHiGEEEIIIQorNpZel5MgNra0WyJEmaaNDKRXxB60kYEF2u9S8iUGzhnI7F2zUVAY0nQIa8espVGbB2kc5Ud1J/diavEV9pm3jgJgVG2H3v47UJTc96sokpNR1q5FffNNlDVrSrs1ogCkZ48QQgghhBBCiOuSZz2e2Fh6qRoYOgCejm64RUST4F8tx11OxZ/izjl3svvCbio7Vua3u3+jd/3eAOz0vYWgkHQ9hzw8roWuHh5Fck2YJtp/T6Je3GB76OyD3nk+WCoVzfHLopQUlE2bUMLCUMLDUf79FyUlBQDjwQfRe/cu5QaK/JKwRwghhBBCCCHEdclu5q0ePXrkuP2ObsEErcl5mFfEhQgGzR3EibgTeLt6szRwKW282uR4vJyGUebWhryoBz5HPfoTAKbqjN55AbjULvTxyiTTRNmyBWXFimvhTnJytpsqa9eWcOPE9ZCwRwghhBBCiHzKT28EISo8Dw9CdJ1empbrZnnNvJVTEHMp+RK3/3I75xLP0aRaE5YFLqNelXqFamphZ/9SzvyJuuMV+2O943TMau0LdawyKTkZ5bffUL/6CvW//3LczKxfH7NbN4xu3TC7dSvBBorrJWGPEEIIIYQQ+ZRXbwQhbgT63DmEBAXRPfj6Xgc5BTHvrH+Hc4nnaFytMWvHrMWzkme2211Pr51cxUag/XsfCgYAeouJmHVGFM+5StqpU6jffIM6YwbKhQtZVmcJd+rWLYVGiqIgYY8QQgghhBDihpFnbRmRL+mDloDwINy8o1kcHmSfiauw9l3cx9QtUwH4tO+nOQY9UPheO7lKuYhlw10o1ngAjNpDMVq8XvTnKUmmifLPP6hffomyaBGKrmdYbdx0E8bYsZi9e0O9eqXTRlHkJOwRQgghhBBC3DCyqy0jCq44nkPTNHlx9YtYDSsDGg2gb4O+RX6OXBmpaH+PREk8YmtPlTboHb8HpZxOYp2cjDJ3LtrUqSjbt2dYZVosmHffjfHEE5g333zjzC52Aymn/2qFEEIIIYQoHcU2dESIcmpHt2D6nK2We68eDw9CKrnkOlPWn4f+ZMXhFTioDnzY58NiaGkuTBPtv6dRL66zPXT2xtp5IVhcS7YdReHkSdTXX8fSoAGWsWMzBD1mzZroEydiPXgQfdYszE6dJOipoKRnjxBCCCGEEAUgvUKEKLi86vyk6qm8sPoFAJ7u+DSNqzUuyeahHvwS9cj3AJiqE/qt86GSb4m24bqYJsqGDahTp6IsXpx1qFa7drZePMOHg5NTKTVSlCQJe4QQQgghhMhBQHgQUakJeDq6XXctElG6rv4u63qnZqgtIzV8yoYpm6dwMPogXq5evNr51RI9t3J2Ber2F+2P9Q7fYnp2LNE2FFpS0rWhWjt2ZFhlWiyYw4bZQp6OHaUHzw1Gwh4hhBBCCCFyEJWagKaoRKUmlHZTxHW6+rs82cQZ/crvUxsZiKrraNO+QZ87p5RbWLaUZAh28fJF3l3/LgDv9HwHdyf3EjkvAHF70f6599rMW81exvQbVXLnL6wTJ1CnTUP9/nuUqKgMq0wvL4xHHsEYOxZq1SqlBorSJjV7hBBCCCGEEDem2Fh6XU6C2Fj7otDQ0FJsUNkRFhZWYuf6fNPnxKfGE+AVwH2t7iux85IShWX9XSjWOACM2oMxWpbhHnymibJuHdrIkViaNEH78MMMQY/Rvj3WH37AevAgRlCQBD03OAl7hBBCCCGEEOKKkgw5ypPiCsFikmL4astXAEzsMhG1pGa+MtLQ/hmFkngIANOjNXrHH8rmzFtJSSg//IClfXssvXujpps+3XRwwAgMxLp+Pfrff2Pee6/U5BGAhD1CCCGEEEJkID07hMiqKEKw7Gaym7plKvGp8fjX8GdQk0HXfY58MU3Ubc+iXgizPXSqibXLQrC4lcz58+v4cdQJE7DUr4/l0UdRdu2yrzK9vNBfe802q9bMmbaaPEKkI2GPEEIIIYS4YWUX7EjPjhuXNjKQXhF70EYG5riNhIGFl7kGUFxKHFM2TwHg1c6vllivHvXQ12iHvwXAVB3RO8+HSn4lcu48mSbK2rVoI0bYhmp99BFKdLR9tdGxI9Yff8R66BDGG2+Aj08pNlaUZVKgWQghhBBC3JACwoNw2xfNMX2ZfbYtbWQgvXQdbWSgFOy9EcXG0kvVwNBz3CQsLExm78pGdr128jJt6zRikmNoUq0Jdze7u+gblQ3l3GrU7c/bH+vtp2F6diqRc+dFCQ1Fe+UVlG3bMiw3HRwwhw+3zarVoUMptU6UN9KzRwghhBBC3JCiUhM42cQ542xbmQr2ejq64bs/GU/HMja8QxQNDw9CKrmAh0dpt6RMCQgPYrV3NAHhQdk+zk5BA7DE1EQ+2/gZAC93fhlN1Qrd3nyLj7TV6TFtYZ7e9AXMuiVYEDonkZFoQ4di6dcvQ9Bjenujv/EG1kOH0H/8UYIeUSAS9gghhBBCiBtGQYfg7OgWTJ+z1djRrQzP0CMKTZ87hxD/FtKLK5OrQag9BC0G07dP52LSRRpUacAo/xKY6jw1xjbzVpotyDVqDcRo9Xbxnzc3UVGozz2HpW1b1D/+sC82AwKw/vSTbVat114Db+9SbKQoryTsEUIIIYQQN4z09Xiu9trRTeNazx3p6VFheTq6oZtGkffUuhFq+BR16JlsTeaTfz8B4KVbX8KiFnN1kcsnsYT1QUk4AIDp0RK940+lN/NWairqF19gadEC7csvUaxWW7tq1cI6YwbWjRsxR40CR8fSaZ+oEKRmjxBCCCGEuCHt6BZM0JoggsddewOrz52DERqKnm5ISmFqkYiy52pQEaqF0rNb4X6/2dV0qog1fDwd3XCLiCbBv1qxHP+H7T9wJuEMfu5+3NeqmIdRXdqJZf1glKRTAJhONbB2XggOlYv3vNkxTZSlS9FefRXl4MFriytVwnj+eYznngNX15Jvl6iQpGePEEIIIYQQ6WR+416QN/JpehpWw1rUTRJF6Hp+v5lrOlXU2bt2dAvm7WZ3FcvwxVQ9lY/+/QiAF255AUet+HqvKOdWYwnteS3ocW2AtWcouNYrtnPmaNs2tL59sQwfbg96TEXBGDMGa0QExuuvS9AjipSEPUIIIYQQ4oagzJtP7WPHUObNL7JjXnBI5bfqZ3mhwQG6z+yO58ee1PykJl9v+RrDNIrsPKKMyhT+ZCf90MHypLh6K83aOYsTcSfwcfPhgYAHiuUcpESh7p6Etm4QijUeAKNaR6y9wqFyk+I5Z05On0Z75BEsnTqhrl1rX2x064b133/Rp0+H2rVLtk3ihiBhjxBCCCGEuCGYw4dxqm5dzOHD7MsKO0TrVPwpnl35LHVv3sCoZjv51Pc4/5z8h2RrMgmpCTyz8hkG/DqA47HHi6j1okRkU7OpPPbMKYySuM40PY0P/vkAgOc6PYezxbloT5B0CnXHS1j+aIS2910U09bLzqh1J3r3leBcs2jPl5vERNS33sLSogXqzJkopgmA2agR1nnz0FetgrZtS6494oYjYY8QQgghhKiQAsKD8F39fJFOF3015Gn2VTOmbplKimrQKtGNcadr8/2d37P70d08Xu9xXCwuhBwN4abpN/H99u9JsaZc7+WIEpDd7FzltWdOQeV1nUVRu2rOnjkcuXSEGpVqMLbt2Os+nl3CQbQt47Asb4q2/zMUPREAU7GgN3kO/dbfwFKp6M6XG8NAmTULS8uWaG+9hXL5sq0tVaqgf/gh1u3bMQcPBkUpmfaIG5YUaBZCCCGEEBVSVGoCmqIW2fTRB6IP0PnHzlxKvgRAZ9/OBC2/TK+46iiGgX6l0KxHpAdbntnCw78/zL+n/uWx5Y/xwuoX6FO/DwMbD6R/w/7UcK1RJG0SuQsNDb2u4UgB4UG4eUezODzIVr/Gw4MQXaeXphVhK8uH6x3WpRs6kzdMBmD8zeOp5FAE4culnWj7PkQ5MQ+Fa8MmTdUZo8FDGE2eBde613+efFLWrUN74QWUbduutcViwXjsMYyJE8HTs8TaIoSEPUIIIYQQQuTBalh5cOmDXEq+RKuarfioz0f0qNsDyy8DQM36CX3jao0JHR3KZ5s+Y8qmKZxOOM3iyMUsjlyMRbXwQe8PeLLDk6VwJTeWwsyUlb4HS1RqApeaOKNfCQyzm60ts8wBk4HBqfhTnE04y5mEM1y8fBEXiwuelTzxdPGkqlNVzCtDfCqy+XvncyD6AFWdq/LYTY9d17GUqH9R905GPbM8w3LT4o7R6DGMxk+Bs9d1naNADh5EmzABdfHiDIuNO+5AnzwZmjYtubYIcYWEPUIIIYQQQuRh8obJbDq9CQ8nDxaPWEwd9zp57qOpGs93ep7nbn6ObWe38fuB31l2YBk7zu3guVXPEZ0UzetdX0eR4RzFIkuvnHzKKxzKbf3aY2t5af1L+Jz34UzCGc7En+G843nen/J+rsdsX709i+supqZbCdaUKUGGafDehvcAeKrDU1R2KsS056aJcm416r4PUC+szbjKsTpGk6cxGj4GjlWKoMX5FBOD+t57qFOnoqSlXWtPq1boH36I2atXybVFiEwk7BFCCCGEEDeMwtQd2Xx6M++sfweAL27/Il9BT3qKonCTz03c5HMTb3R9g/c2vMek8Em8vf5tYlNi+bDPh6iKlNIsapl75RSn407JvLBwFAv2LQANdhzacW2lApqi4eXqhbebNzVda5KUlsTFpItEJ0VzPvE8Wy5uoefsnvw+8ncaVG1Q7O0taUsil7Dn4h7cndwL3qPNNFBOLUHd9z5qzH8ZV7nUwWj6LEb9h0quJg/YQp4vvkCdMgUlLu5ae7y80N98E3PMGLgBh/qJskXCHiGEEEIIccMo6JCexNRE7l96P7qpM6LFCEb5j8p1e21kIL10HW1kYIYiv1cpisKELhPwcPLg2VXPMmXzFGJTYpk2YBoWVW7Ny5s4zcqXtY/xbp3DJO0zUBWV1tbWPD7ocbzdvPF282b2V7N5P+h9NDX7N/97xwzgznrrOBB9gK4/dWXxiMV0qNWhhK+k+Jimae/V83i7x6niXCV/OxppKMfn2GryxO/LeEy3xujNXsKsOwpUxyJucS5yCnmcnTHGj8d48UWoXIheS0IUA/mLIoQQQgghRA5eCXmFg9EHqV25Nl/0+yLvHWJj6aVqYOi5bvZEhydwd3bnf8v+x8ydM4lNjmX2kNk4WZyKqOXC09ENt4hoEvyrFdkxQ46EsHT/UiKjItkXtY9TnU/Z13Wp04VP+37Kwq8W8kDAA/bli1iUY9AD4J/sznuR3fio8Sa2cYE+s/swa8gsBjUZVGTtLk1/HvqT7ee24+rgytMdn87XPsr5ULQtj6MkHsqw3KwSgN7sZUzfoaCUYM+ZmBjUzz9H/fLLjCGPxYI5Zgz6hAng51dy7REiH6S/qBBCCCGEEJlc7Y3wzX/fADB94HSquWQTGnh4EFLJBTw8CnyO0a1GM+euOThqjizZv4Qhvw0hoQSGHN0odnQLps/ZagWq15MT0zR5d/273P7r7Xy19SvWHF3DqXhb0NMgyYXZe/1Zc98aArwC8nW80NBQ+89pv/7M1vqtWDnxILc3vJ0kaxLD5w/nqy1fXXe7S9vV5w3g0XaPUr1S9dx3SItH3foklrX9MgQ9RvUuWLv+jrXPJsw6w0ou6ImJQZ00CUvjxmjvvmsPekyLBePhh7Hu2YM+bZoEPaJMkrBHCCGEEEKIdJKtyTz4+4MErQ0CYELnCfSu3zvbbfW5cwjxb5HtkK38GNx0MEtHLMXVwZU1R9fQ/9f+xCTFFLrtIqPC1GjKzDSsxB1ayaTwSQDc0/IevrvjO9bdv46Lf3fjwNaujLrgXaBC22FhYVmWuTm6sXD4Qh5p8wgmJuNXjuflNS9jmEbWA5QTa46uYdPpTThbnBnfcXyu2yrnVmNZ2Rbt8Lf2ZUb1Llh7hKD3DMH07gclVcw8Opo8Q56vv4Z69UqmPUIUggzjEkIIIYQQFVJhhvGcTzzP8AXD+efkP2iKxhf9vmDsTWOLsZXQq34vVtyzgjvn3snGUxvpPbs3y0ctx9vNu1jPeyMoaI2mzPTURGIOLCct8SwW1cIX/b7gkbaP2NdrVocCf3ye2yxhFtXC1P5TqVelHq+FvcanGz/lWOwxfrjzB1wcXK7rWkrD1V49j7R5JOd/z2mxaDteRj3yvX2RqblitH4Xo+GjUJLFy6OjbTV5shuudf/96C+/LAGPKDck7BFCCCGEEBVCQHgQUakJeDq6saNbMDu6BROqh9KzW/7e8O8+v5u75t3F0dijVHGuwq9Df82xR09R61i7I2vuW8OAXwew+8Jues7qyZ+j/qRelXolcn6R1Y5zO4jZ8xtGagKK5sTykb/To16P6z5uXrOEKYrCS7e+RB2POoxdNpaF+xZyPvE8f476s1zVdAo/Fs76E+tx1Bx5/pbns91GOfMX2tbHUZJO2pcZNXuit58GrvVLpqGXLqEsW4a6eDHKypUoycn2VabFgvHAAxgvvSQhjyh3ZBiXEEIIIYSoEKJSE9AUlah0b6Lz27Pjz4N/0n1md47GHqVR1Uasu39diQU9V7Ws2ZLQMaHUr1KfQzGH6DmrJ3sv7i3RNpRnAeFB+K5+noDwoOs+1tL9S+kxswdGagKacxWq+o8okqCnIEb5j2J54HI8nDxYf2I9b6x9o0TPf72uzsD1QOsHqF259rUVpoESvRlt08NY1g+yBz2mxQ39pqno3f4q/qDn/HmU6dPRBg7EUqsWloceQl261B70mBYL+iOPYN2zB+OrryToEeWShD1CCCGEEKJC8HR0w3d/Mp6ObvnexzRNvtj0BUPnDSU+NZ7uft1Zd/86mno2LZ5G6skQtwcSj0BKFBhpGVY3rNqQkNEhNK/enFPxp+g1qxdbz2wtnrZUMNmFfQVlmiYf/vMhw+cPJzEtEdcq9WjtNAQvd9987a+NDKRXxB60kYGFbkN63ep244dBPwDw6cZPWXl4ZZEcN7OA8CBWe0cXSVAGsPHURtYcXYNFtfDCLS9AWhzKyQW2gOd3PyxrOqMem2Xf3vDqg7XvNoyGY4uvLs+JE6hffonWuzcWPz8sjz+OunIlitVq38SsWRP98cex7t0rIY8o92QYlxBCCCGEqBB2dAsmaE0QwePyN/tSmp7G+JXj+W7bdwA8GPAgU26fgqPmWLgGJJ2CxqfBLQ2SNJSTC8CpBhipKBfWo1xYhxK9CcVIybCbqTqDg7vty1IZPwd3/mvmR8jJcxxJjGLDH92p2exu6nr4gqmDaYBhvfKzjnLl+7UvK1gqY9S6A9O7L6iFvJ4bjNWw8tjyx5i5cyYAj930GB/f9jHrw9fneyhgZtrIQHrpOtrt/cHDI8dC3gEBmWbxsl5Gid2Fcmk7g+J2ENbCn8+PRTB+2YOEPbyNmq41C9WenOQ1tKyg3l3/Lo0dILhRGxrueNT2b9+0ZtnOtLijt/kQs94DxRPyHDyIumgRyuLFqJs3Z7uJ6eeHMWQI5pAhmLfcAloJTukuRDGSsEcIIYQQQpRLmWv0FERMUgyjFo0i5GgICgqTe09mfMfxBZpRCUCJ2sTtXiFYVv6OErsbul1bp/4zKn/HMJIhJRlSztseA87AAAegCkAqnPkVzhSoaahHZmA6VsPwvRvTLxCzeueSLXZbwgpTkDu9CSETmLlzJqqi8sltn/B4+8eBghV51ufOISQoiO7BV/49xsbSS9VA1SA2Nvt2psVya6NUtAOfo8XuRLm0DeIiUbg2C1d3oHstsJoX2PdHK7xaPovp0w+qBJSd36mRinJhHRcO/sTn1j9pXA+wboHzGTczNVdMr94YPgMwaw8CpzymYy8I04Tdu1EXLbLV4Nm9O/vNGjfGGDoUc+hQzJtuKrlZvoQoQRL2CCGEEEKIcqmww3YORB9gyG9DOBB9AFcHV2YNmcXAxgMLdnIjFXXnRLQDn9OtBhCbv91M1/qcTauLl1cNSEsAaxxKWhzJ8edxtqRBWqytp04RUVKj0Q5/B4e/w3Spg+E3AsMvEDxaV7g3uAXt2ZXe7F2z+WzTZwDMHDyTES1GFLodGaZ79/Cwhzx4eGRs5/8moO56Hcv+T2lkpObr2BYFWhIDEW9AxBuYTjUxvW/D8O6L6XVb0QYnmaXFQdIplKTT6b6fRkk6ZfseH4liTcAHIFNnMtO1AYZPf0yfAZg1uoFWhIWmTRNlyxaUqwHPwYPZb9a6NcaQIRhDh0KLFhXu378QmUnYI4QQQgghyqXsenJkeKOdjbCjYYxcOJKY5BjquNdh4fCFBHgF5LpPFpePo/1zD2r0JvsiEwWzWntM7778+udeAu/uj5JyAVIusvHvcDoOeBKzRleoVIcpQUEEB2cMJN66usw0wUi2vbFOiwNrPEpaLP+d2cJnm6ZwMv4sVqBvw9t5ufMELJoTKBpTv5rGE08+DYoGioYSvw/1+ByUU0tR9MsAKEkn0CI/Rov8GNO9OUb9hzHqP2AbPlZOhIaGXvd06pltOb2FccvHAfBq51evK+iBjD2Bchq2Vcv5DJbVnVDiIrKsMw2FhFh33C5VwbjrWcwqbWw1b86uJO7YXKqmXbBvq6ScRzn2M+qxnzP8GzS9+2FWbQ9qId7upcagxO1BiY2A2Aj7z0rqxXwfwmpCctX2uPgNw/AZAJWbFm24ousoGzbYhmctXoxy8mS2mxkdO2IOHYoxeDA0alR05xeiHJCwRwghhBBClEvZ9eTILQj4fvv3PPnXk1gNKx1rdWT+sPl4u3kX6JzK6T/QNj2EkhYDgKk4YLR6G6PeaHuvij2/BWHWvx/zyj7LFgbRoe492R5PGxloG+rj5oY2MtAWDmguti9nL9s5gLY1e/JV88d5a91bfLbpM/6J+IvNKSpz7pqDs8WZ8yk1wL2Z/bimWwN0nwFgTUQ5vRT1+FyUsyvtdVOUuL1oO15AjQjGqP8QRuMnwLVegZ6L0hAWFpbr7zivsC+zMwlnGDZ/GCl6Cnc0voOgbgUsUOzhQYiu0yu/dV70FNS97zCu4U8ocbZ/IabiQLTHQNwb9IVqN6Hd+wquOGAaOsZLj9t3NX1ux7XNxzw8rx+OF8IYXsWNni4mip4IgIKJEr0ZojfDnncwHarahkt598P06mWr3ZQajZJ6CVKjIS0GJTUGUmN49/JaGuqXaKpH4bBkSsGeA8BEBZdahCdrTD19DOfadzLjtgXpBqIVgeRklDVrUJcsQVm2DOVi1vDJVFXMrl0xhwyxBTy++SusLURFJGGPEEIIIYSo0HRD59WQV+3DdEa2GMm3d3yLi4NL/g9ipKHufh0t8hP7ItO1PnqnXzCrtSt842JjQdXodTkJjNyHb7k6ujK592R61+/N4F8Hs/zgcob+NpRFv7vSK025FhalZ3HF9BuF7jcKUi6inlyAcnwO6sUNACjWeLQDn6MemIJZ/370gI/AoXLhr6eEZe7pU5BePynWFEYuGMnphNM082zGT4N+Qi1g/ZssNXpyE7MNy6aHbL15rnRyMau0IbXdt5w860jTek3RNA0MNcc5kxVF4a07fqbd9HZMO3aWJ9qO5bN2w1HOrkA9uxIldte1bdNiUE7ORz05P8+mPZzHetPZG7NyE3DxxXSpBS61M3539mZf9EF6fhuACWzuUkTTxMfFoSxfbgt4VqxAScg6ZNN0cMDs3dtWZPnOO6FGjaI5txDlXBmp5iWEEEIIIUTRi0+J5+75d9uDnje6vsHMwTMLFvRcPoEW1idD0GPUHoy1z8brC3oK6fZXZzD5wM246hprjq7hDr9w2qfEX6sNkxOn6hgNH0XvGUpav+0Y9R+2zQQGKBioR37AsqoDStTGEriKohEWFlao/UzT5OkVT/PvqX+p4lyFBcMX4O5UuOFsefYmMlJRdwdhWXOrfdiWbqro/m9g7b0B06NVgc5Xw7UG3w/6HoCp275jyaU4jNbvYe27lbSBR7C2/w7DdximQ5UCX0uM4oRRvQt6w0fR236Btcca0gadwXrncfQeq9Fv/hGj9bsYjZ/A9B2K6dkRKvmCauH9v9/HxGRg44EFHxqZ3rlzKNOno915JxYfHyxjxqAuWJAh6DErVcIYOhTrjz9iPXUKfelSzIcekqBHFNiMGTPo3Lkzfn5++Pn50bdvX1atWpVlO9M0GTZsGFWrVuWPP/7IsO7EiROMGDGCWrVq0bhxY15//XWs1qyzz5U06dkjhBBCCCEqpGOxxxj621B2X9iNs8WZ6QOnF7gei3LmL7RND6KkRgFXhm0FTMZo9GTpFXiNjeXZeFc6JbZlQKf9rPO4RH//razZ0RaH/B7DvQV6+6+h1Zuoh75FjfwExRqPkngYLbQHRovXMJq/YqsBVEYFhAfh5h3N4vCgAs/GNm3rNH7Y8QOqojJ7yGwaV2tc6Hbk1ptIid6MtuVR20xtV5hVApi6pR3jRrxmW6Drtq/z5yEqCqKjwWqFlBTUN96AixdBVaF+fcwrX33qt+e5m5/jk42f8L8//kc7n3bUrlzb1tOm/v3o9e8Hw4oSswXl7AqUqE22osgOVTEdq4JjFXCsZguEHKsyOmI+sYdMjjbzZUf3Nwv8HByKOcScCFuvsoldJuZvp5QUOHXKVm/nxAmUY8dQVq1C+ftvFNPMsrlZrRrmwIEYgwdj9ukDLgUIbIXIQa1atQgKCqJhw4aYpsmvv/7Kvffey9q1a2nevLl9u6+//jrb2Rp1XWfkyJF4eXmxYsUKzp49y7hx43BwcOCNN4qoh1shlYuwR9f1DN+FEPkjrx0hCk5eN0IUTmm9dkzTzPacG09tZMTCEZy/fB4vVy/m3TWPDrU65L99hhXLnmAs+z+6dq5KfqR2nI1ZrQMYOVcjydym3B5rJnC1uo+Z8/MXFhZm70FydZ9b4jz4M/BP7pzenX/dY3mz7hEmFfT5t1RDb/oKiu9IHDY/iBq9EcXU0SKCUc6uIrXD91CpbsGOWYzSP3dRqQnENHHGSE0o0L+78OPhPLfqOQDe7v42vev2Lvp/t4nHcNg0AW3vQttMbXFgxqsYTl0xzWYMj9iLGnIbyoULWM6fp3VUVLYBB5Mn53iKj6pW4eHKLux2i+bvtd0YdvuL0KCBLRCqUwccHKBKB9tXHn6o2Zfg8GAWPhJU4OciTU9j/Irx6KZO3/p9aVOzDXpKCpw+jXLyZNavKwGPcv58nsc2fX3R77wTY/BgjM6dwZLu7av8nb7h5fR3x7zyWoqLi8sQ0Dg5OeHklHEmuP79+2d4/Prrr/P999+zZcsWe9iza9cupk6dSkhICM2aNcuwfUhICJGRkSxevJiaNWvSqlUrJkyYwKRJk3jllVdwdMw0NV0JKhdhz+HDhwE4mMM0ekKI3MlrR4iCk9eNEIVT0q+d1NRUIiMjMyz78+SfBP0XRKqRShP3Jnze6XPc492zbJcTS9o56p58FefL/9mXxVbuzolab6JfcIcLuR8nc5tye9xc18G8EhwZZo5tXLVqFT4+PgA0cXEhXFXoZpi4xroybW9TRrSO4CPfY7TZuJjmVZpne4w8eU/FS/sOrwvf2YZ1Rf2Nw8r2nKz1Gpc8bi/cMYtY+ufOarWiKSq6aeT7d3sq8RT3rr0X3dQZ4DuA/h79871vZg6nTuG2ZQvOhw5hiY7GEhODQ9RFHC+eRL2UiJJpFIeCgcZaYK1tevLrpMRcokUMtADYcwKWP21fZ6oqqd7epNauTaqvr/17Su3apNaujV616rWeabqOmpKCw6VLHA4LQ01JQUlORk1Jyf7nK4+VlBSU5CQ2nwxneMwxxqaqdDePoL5YF4eLF1FyCURzk9ygAbE9exLbqxdJ6adIP3To+p4wUWFl/rujKAp169alZcuWJKQb/vfyyy/zyiuv5HgcXddZvHgxly9fpkMHW0h6+fJlxo4dy4cffoiXl1eWfTZv3kyLFi2oWbOmfVnv3r15/vnn2bdvH61bt77eyyu0chH2NGjQgEOHDtGoUSNb0TIhRL7ous7BgwfltSNEAcjrRojCKanXTvoeLgCOjo40bdoUAMM0eGf9O7y75V0ABjYayA93/oCbo1u+j6+eW43Dlods06YDpmLB2vItnBo9Q6N8DttK36bMj9uuD6Zy3URmn55BNQdXIjQNtCtlNHUjw345HnPBPMKCg+keFERToFWMN8MvXGRejXO8t+c91o9Zj4OW7wFdGTX7jNSoEThufhDl8nE0I4G6J1/BV91JWsCnJTpNe9v1wUSnJVLNwZVtXYJwGHUv/XWdlpPeJO3Xn7GctqAqKoqZ8/OWXmJqIqNnj+ZS6iVu8r6J2SNmF6x204kTqOHhtq+1a1GPHbuOq7MxnZ0xa9YkuXJlHOvUgZo10cLWYjo5gcWC9YP30T7+lK3WNNonJ6PfORDlyBGUI0dQjxyBkyezDVUUw8Dp9GmcTp+GzZuzntfVFTQNkpJQ0tIAaAUwbVqBr2Gg/ScDOJD3NasqeHtj+vravmrXvvZzq1bQuDEegEeBWyJuNDn93TFNk9TUVHbv3p2lZ092IiIi6NevH8nJybi6ujJr1ix7D54JEybQsWNHBgwYkO2+58+fzxD0ANS4Ujvq3Llz13V916tchD1Xf3GapsmNtxCFIK8dIQpOXjdCFM71vnYyz66UXkB4EG77o0lwCLfXaOnZsyeappGUlsTDyx5m/l7bzEPPdXqOd3q8g6bmsy2mjhrxJureyShXhlWZLnXQb/kZPDtRkCtSFCXDc5D+cXRaIrFNnNGu/GyblenKmxGFHJ+73I6JAl8cbkZIlWh2nt/JJ5s+YUKXCQVocSY1u2LtuxXtv6dQj9vqsGjHf0GN+gf95p8wPTsV/tgFEJ2WiKaotu+ahhIXSy9VA0O3X/vVt3F5/ZszTZNH/3yUXRd2UbNSTeYNm4ebcx4h4KlTKGFhqOHhKGvXolwZbZArBXAH0x3wroNZrz2mty/UqIFZs6atgHDNmphXvuPqim4YHIiMpGlT22xc5shA+3TuSr9+KJ9+RntnF3B0hFdfxcQ28M8ASEvDPHaM92aP5fTODbRLqsID7t2xHDthC4ViYrJvZmJi3tdSSGbNmpi+vuDraxtOdiXIoU4d23cfH9sQs2yeulKqgiXKucx/d64O43J3d8+2zk5mjRs3Jjw8nLi4OJYsWcLjjz/OsmXLOHz4MOvWrWPt2rXF1vbiVC7CHlG+5XbTJoQQQogbV/p7BG1kIMTGorq5oU37JusU4thqtFxq4oyeeq1bfs+ePTmTcIa7593NljNbcFAdmNp/Kg8EPJD/hiSdQds4BvXCtRt6w7s/esfvwcmz0NdXkmqmOfHZwSaMbh7BO+vfYXDTwfjX8C/8AR080G+eieF9O9p/T10p3nwELbQnRouJGM1eAbX8vJV4/+/3WbBvAQ6qA3Pvnksd9zpZNzpzJmO4k8uQRNPJCbN9K2gci+p9AKoB7oArGHWGord+F9waFqqtBZrO3cEBpVEjxr28kPYz2vNt3Ak2tPZg+sB5tvUxMXD0qL03EFe+K1d7Jbm4YLq42Iodu7iAs3PGZVceU6nSteXOzqw6u57Pdn5LkgX+1/lpRrZ7AFxdoVYtyKH3hBBllaOjIw0aNACgTZs2bNu2jWnTpuHi4sKRI0eoV69ehu3HjBnDLbfcwrJly6hZsyZbt27NsP7CBVvP0OyGfZWk8vN/aFFuhYWFZQl7JAASQgghbmwB4UG47YvmmL4MT0c3dsfGgqrR63ISGNeKbeZ1z7D93Hbu+u0uTsafpJpLNX676ze61e2W73Yo50LQNo5BSbEVizUVDaPlWxhNnwNFLfwFliQPD0J0nVGpTfi1UV2WH1zO//74H+FjwvPfsykHZt17sFa/BW3j/ahR/14p3vwmylnbNNy41ruu45fEPeGyA8sIWhsEwBf9vqBznc62FWfPolwJdtS1a1H278/xGKajI+bNN2N27455axsU1xWop75HMa/9WzWqtsMI+BCzRpdivZ7sVHWpyk+DfqLPz32YuXMmt9W/jZH+I6FqVahaFbNtW7Ip/1woC/Yu4J7D32E2gpdvfZmRPd4qoiMLUTYYhkFqaiqvvvoqo0ePzrCuc+fOvPvuu9x+u62OWYcOHfj444+5cOGCffhWaGgolStXztfw0uJUTv6CifIqIDyI1d7RBIQHZVgeFhZWOg0SQgghRJEJDQ3N8HjHjh0F2j4vAeFBvLZvYZb7CLDV5/ltz2/0nNmTk/EnaerZlPX3r89/0HNl2JYW3v9a0ONSG73HaoxmL5SpoCe7+6n0dYv0uXMwnngcY+5cpvafiruTO5tPb+aJv56wD2e4Lq710XuEoLd4HfPK2wc16m8sK9ujHP8134fJ7vdf3PeEey/u5f4l92Ni8mKD+3nkkAfqU09had0aBz8/LPfdh/bdd1mCHtPBAaNzZ/QJE7CuWIH1wgX0FUthRCW0hIfRTn5nD3pMF1+sHX9A772hxIKe7J7LLn5deOVWW/HZJ/56gogLEQU+Rl5WH1nNmCVjMDF5pM0jvFmIadqFKEuCg4PZsGEDx48fJyIiguDgYNavX8/w4cPx8vKiRYsWGb4AfH19qVvXNkthr169aNq0KY899hi7du1izZo1vPPOOzzyyCM51ggqKWXnr5goNwryhyEqNYGTTZyJStfdWgghhBAVQ+Y36rmFPcq8+Rz46SeUebaaOju6BdPnbDVO9vnYXn8ns8z3EZ6OblTfew79zFYaT23MfYvvIzEtkT71+7Du/nU0qtYofw1PPocWfgfanrft9XkM735Yb9uEWb1z/o5RgrK7n8rcG+bq49qVazN94HRUReX77d/z8pqXiybwUS0Y/q+j9wzFrFQPAMUah2Xj/WgbH4C0uDwPUdTBjqejG7pp4JlDAe5LJw/y7Wv9eHdRPIe+rcQHY37Ccs89aN98g7JvX4ZtTYsF45Zb0F9+Geuff2I9fx49NBRj0iTMrh1Qj3+FZXkTtF0TUNJibftoruj+k7Devhuz7r3FFxB6eNh6u3lcK1mc03P5WtfX6FS7E3EpcXT6vhMf//sxupH9FOUF/X1sPr2Z4fOHk2akcVezu5hy+5R81UMRoiy7ePEi48aNo0OHDgwZMoRt27axYMGCfPc41DSNOXPmoKoq/fr149FHHyUwMJAJE66jbloRkWFcIk+Zu9emH5YVEB5EVGoCno5u9hu19Nt7OrrhFhFNgn814Np4/F5ubmgjA7Mdjy+EEEKIisccPoxTu3dhDh9W4H0Nawozts2gytEw/on7B+IgCvBw8uB/N/2PSd0m5Xv2KeX8WrSNo1GSz9rahYrRMhij2YtlqjfP9RjSdAjPNniWjw99zGebPsPdyZ3Xur5WJMc2q9+Cte9mtP+eQT3+CwDq8V9QClG8WRsZSC9dL/Q9YZaQMDraNiwrPBwlLIwau3fzpX3l5YzXoWmY7dtjduuG2aMH5i23gFum0CgtHvXQ16iRn6GkXry2Lwpm/QfQ/SeBS1FMop67gjw3FtXCvLvnMfaPsfx16C9eDXmVJZFL+G7gdzT1LPyQkj0X9jBo7iAS0xLpXa83Pw366bqHCApRFkyZMqVA28dkU/Tcz8+PefPmFVWTioyEPSJXV8fTJ2hhOX7qVvdAKgnp6v+lD4N2dAsmVA+lZ7crYVEO4/GFEEIIUfal/0AnIDwIN+9oFocH5XiPUKB6LB4eEBtLiJsbvTQN3dBJiT1OysW9JEcfYtyVITMqKn0b9uW+VvcxqMkgnC3O+Tu+aaDunYwa8SaKbR4jTGcf9E6zMGvkv8bP9br6Qdixxo459kjJaZ+rH57lh+MeRz4Z+AnPrXqON9e9ibuTO093fLqwzc7IwQP95h8xfPqhbX0KxRp3rXhzw3EY/q+DY9W8jxN7bXatQomJQVm/3lZzJywMdu1CyaEXk6mqmO3aXQt3br0VKlfO/rhpcagHv0Ld/xlKavS1Y6Bg1hmO3vxV8LiO4tfFzMvNiyUjlvDTzp94ftXz/HvqXzrM6MBbPd7iyfZP5jukiU+JZ+mBpcyNmMuqw6vQTZ0OtTowb9g8nCxShFmIsq5ifHwhilT6YVqZuw1nHjN+tQt2Tjd5kKmb8ZVuqCGVXDJ0RRVCCCFE2Zd+2Ed+hmoXZJiIPncO+l9/Mq+lF6881pBGUxsRG7mE5Kj9YOo0r96c93q9x+GnDrN05FJGtBiR/6An+TzauoFoEZPsQY/h1QfrbZtLNOiB/A1fg4z3Y/m538rOkx2eJKib7Z7thdUv8OOOHwvV5pyYfqOw9t2M4XkLgK1488Evsfzpj3J4Bph5hDgeHlnuCXMtF5CWBhcuoBw4gOXmm7F4e2O5+260L75A2bkzQ9CjK7C5FuwZMwDrkiW2YVkbNmC89x5mv37ZBz3J51D3vIPlj8Zou9+wBz0mKoZfINZ+29E7zS7TQc9ViqLwQMADbBu7jT71+5BsTebF1S/Se3ZvDkQfyHG/FGsKS/cv5Z5F9+D7uS8PLn2Qvw79hW7qdPPrxpIRS3DLZ0gphChd0rNHZJG+Z07mT5Kym/I0vbw+5dPnziHqchTL3p9Mh9eCcTYN1ArSZVoIIYSoyPIacjPteBj7KsUz7XgYT9Tvne09QfqiwukfxyTFMG/vPGbtmsVGx43wj229ojnhUr0pTp7N2D54VqHqgygX1qH9Oxol+TRw5Y27/+sYzV8BpfiHoWT3vGV+HrKT3WymhTGh8wTiUuL4dOOnPLb8Mdwc3RjWvOBD6XLkWh+9xxrMyI9R976Hol9GSb2IZes4zEPforf9DLP6Ldnumt0U42FhYfS8+WbYt48Rq/fifzSaJscuYhm7EOXUqWs7nzie4VimokBAAGfbN+eJ5PmE1E7j0d4v8XaPt3OfhcrUUc6uRD3yA8rpZSim9doqVEy/QPQWr0Ll0p1Vp7D8PPz4I/APZmyfwUtrXuLvk3/Tfnp73u7xNpe4xPZz24lPiefi5Yv8degvFkUu4lLyJfv+jas1JtA/kJEtRtLEs0npXYgQosAk7BG5yjIMKxt53bAkpSURfjycFYdW8NfhvzgYfRCc4PMPPwfA1cGVQP9A3u/9Pu5O7kXZfCGEEEIUlTyG3Dzm14MTl1fxmF+PHA+RPrzQDZ0UvxTuXXQvS/cvJUVPAUBTNPo17MeY1mN46ng4Fs0B3TQKHvSYBuq+D1F3B10btuXkZRu2VTPnNha5bJ634p5qPD1FUZjcazJxKXHM2D6D+5fcj5ujG7c3vL3oTqJaMJq/jFH3HrSdr6Ke+M127kvbsIR2x/C7B731u1n3S0uj5sWLKL/9hhIRgRIRwXPr1mGZPBnFNMmrkobZujVGjx62oVldu3LOIZVbfriFk/Fp9G/Yn+DcekIlHkU98iPq0ZkoSSczHlfRMP3uQW/+MlQu/wGHoig80vYRbmtwG/9b9j9Cj4Xy/OrnwQm+nvF1lu1rudVipP9IAv0DaePVRoowC1FOSdgjMsju06f0NyTZjRlPv35Ht2CC1gQRPC6YpLQk3lz3Jl9t+Yoka1KO50xMS2TG9hmsPrKa6QOn071u92K4MiGEEEIUt4CAAPvP6e8JMtt2dhtP/PkEW85ssS9rWaMlY1qPYZT/KLzcvAB4+uSGwjUk5SLapgdRz66wLzJq9kS/+Sdw9i7cMcuRzL2qFEXhy9u/JC4ljnl75zFiwQj+CPyDrn5di/bEleqgd5qN0fBRtG3jUWJ3AaAe/QXlv0XcfbYh6nsOKHsiUSIiIDKS8Wlp8N139kNUz+HQZtWqYJjg7o5ZxQN95Urw9LSvT9VTGfnzUE7Gn6RJtSbMHDwza20aPQXl9FJbL55za+wzsdnP4eyNUW8MRv2HwK1BkTwlZUldj7r8ec+ffPffd4xf8xKmNQ3FwYkGlWvh7uROG682BPoH0qVOFym+LEQFIGGPyCiPT+3y09MHYN3xdTz6x6McjDkI2KYB7dewH/0a9KN3/d588O4HvDThJZLSkth1YRcPLnyQY7HHuO3n23i6w9O81eMtXBxcivzyhBBCCJE/2c24mec+6cIeyNr7Nz4lnuDwYL7c8iWGaeDu5M6YVmMY3Xp0kfUgUC7+jfbvffbeGiYKRouJGC0mlsiwraJwvbNUZTfsPnxtOD8O+pHEtESWH1zOkN+G8FSHp2hfqz3tfNrh43Yds0qlpsK5cyjnzsHZs3D2LMaZwSgRrig7N6Oc0FFSkmjHbmB37odycMASEAD+/pjpvvDxQes/AK7ep6YLegCeXfksf5/8G3cndxYMX4CHc7rakLERtl48x2ajpEZl2M9ExfTpj9HgIUzv/qCWjbdH+RnqVxiqovJou0d5MzoSi6qhmwYRfT4ulnMJIUpX2fi/mSg7PDwI0XV6aTnfDOXW9TguJY5dfrt4b/Z7gK0b6Be3f8Gdje/McAOnoeHu5I67kzu1Hn6Gb812/F5nD9M9j/LF5i/YcW4HK+5dIfV8hBBCiFISlZqApqg5FmDOzwxRV+8ZTNNkceRinlv1HKfibXVXRrQYwUd9PsLbLeeeNp6ObvbAKU+mgRr5Ceru11GuFAY2nWrapgP36p33/mXJ9c5SlYk2MhBV13Ge9g2/zv6VQXMHsfb4Wt7dcG1oVe3KtXmzx5uMbjXatsA0ISYGzpyxhzj272fP2sKdq9+jonI4c85MTYEmDdmJAy0DA+2hTvBPPzHpzTcLdKxv//uW77Z9h4LCrMGzbFOMWxNQTsxHPfI9atS/Wc/v2gCj/gMY9UaDS+0Ct7+4FfdQPxmaJUTFJ2GPyCC7Qnn5dSHxAv1+6cfuC7ZPbB5u8zCTe03O+MlKdmJjGahqDIxoyJ1ffs69i+9l7fG1fL/9ex5p+0hhLkMIIYQQBZR5mvS8wpzchmmld/TSUcavHM/yg8sBaFi1IV/0+4LbGtyWZ5vyPftU0mm0zY+gnlttX2TU6IZ+80xwqZW/YxSh4uqVUWjpwiMXBxeWjFzCz7t+5r/D60nc+g/V9h3D/9wpqn/7MImOk/G4lGwLddLSrvvUpqJAgwZsqpmGX/VofOomQB1QvE1Mh2N4OA/G6PcEOLhf2z4n2Xwoue74OsavHA/A2z3eYkC16qhbxqGcmItizRhUmqoTpu9QjPoP2WZhkw8VhRAVmIQ9N7jsumgX5gYlfdDj7erNT4N/ome9gn8i0b+RrZje86ufZ0LoBO5sfKd93L4QQgghik76cCcgPAi3fdEc05fZ7wnyG+bkJE1P4/NNn/P2+re5nHYZB9WBF255gVdufaVIh2orp5aibXnUPjzHRLEVC27xRqkNySnJAsz5lpYGsZdQP/mEytu3M277dti/H8UwMm2Y87TcmZnOzuDjg+nlBd7ebDp+nA533onp7Q3e3mw+dYr2994Lrq4MWv08Ggp3ph7gjcvrqG0moJhp1Euaj/nnOvTW72DWvS/X82X+UPJ47HECFwbijpWPm7ZhTMIc1DWvZW2nR0uM+g9j1B0Fjjn3RBNCiIpEwp4KLvOndJll10W7oDco5xPP0++XfkRciMDHzYeV9660dZ8tpMfbP87s3bPZdnYbL655kZmDZxb6WEIIIYTI6mq4k6CFsaNbsL3GiwY5DtsqiJNxJxm+YDhbz2wFoJtfN6bcPoXm1Ztf97HtrJdRd7yIdvhacV/TuRb6zT9g1iyDYct1KsiHcVXik+m05ywtDp1HmzYM5e8NKMnJtpXbt+W6rwFEu2l41GuK5lMbvL3tYY7p5ZUh3MHdHa70xAkID8ItwosE/1R2dHsYgN+Dgmjv6nrt4IrC705NWOlQl4M+1VAjP0YxUlBSzmHZ/AjGoW/pVK0KyuEZoDrYaiypDqA42L6rDgy7tRLKyYWkpsbx8/q3+Nz9AnfXUnA0tkPstVOZlsoYfiMx6z+EWbWdvZ1CCHGjkLCnAvv6aCirNixiX30Yd6WXTV7hT0FlDnpW3buKJp7XN0Wlpmp83f9rbv3xVuZEzGF0q9H56uothBBCiPzJroBvUdl0ehMjF47kbOJZqrlU44PeHzC61eiirRESsw3LxjEo8ZH2RUbtwejtpoGTZy47lkEeHhAbS4ib27XhSdkMV8rz/i06GmXpUtT589m9ZjUOeuYeOxmZDg62Isht2ti+AgK44FWZrsvv4lDCcXrW9WJZ4GIcNId8XUbmf1O5FZm+rDhgtJyEUf9+tB0voZ5aAoAavYlBtYCtK3M8z00A/9jexLxh7yB2bVYtw/NWW7Fl37vB4pr1AEIIcYOQgaoV2Lh6PWmVVtUe9ACEhYUV2fHPJ56n7899ibgQQS23WgUKejJ8OuXhQUglF9vNzhWx+2J5vN3jADy94mmS0nKeul0IIYQQZcPyE8vp+0tfziaexb+GP/88+A9jWo8puqDHNFAjP8Wypos96DE1F6ztvkK/5bfyF/RgG5qk//UnIf4t7KGIPndOhsc5io5G+fFHtDvvxOLri+V//0NduTJL0GNqGqZHFUxfX6zffkvapk1YY2KwbtqE/u23GI8/jtm5M9Ubtea3wEW4OboReiyUh35/iMTUxMJdWGwsvS4nQWxsztu41ke/dR7Wbn9iVm5WuPMApmN19CbPktZvB3qvMMx6YyToyYOnoxu++5PzV/xcCFEuSdhTwYSGhpbIea4GPXsu7rEFPfcVrEdP+k+nsruhCQsLY1L3SdSuXJtDMYd4b8N7Rdp+IYQQQlxz9Y2fbhqFevNnmAZB4UFM2DqBFD2FOxrfQfiYcOpXqV90jUw6g7ZuINrOl1FMW+Fgs0obrH02YjZ4pOwO08nmQ63rEhOD8tNPGQOeFStQrFb7JqafH+s7dMA6ezZpu3djduuO2aEjZpOmmA88AG3agKNjtodvVbMVMwfPRFVU5u6ZS6cfOrHz/M48m5VXeJDbvzHTqzfWvlsZ5XYnT7v25dlKvdBv+hK9zafoAR+gt3oHvWUweovX2Oc9ipcvwlPnIaT6KKxdlmC98yhGwPvgXoTDBMuZgr4H2NEtmD5nq+W/CLoQotyRYVwFUNRDoIpa5vH3kLEHjb077e39wcMj70+LcnAu4Rx9f+nL3ot77UFP42qNi+AKMnJ3cufTvp8yYsEIPv73YwL9A2lRo0WRn0cIIYS40eVUjDlLT9xMQ4t69OhBQmoC9y+9n9/3/w7AC51e4K0eb6GpGkVFOf072ub/2YswA+hNn8PwDwbNqcjOUxz0uXMwQkPR87iHzLUmT0wMyu+/o86fj7JmTbazZJl+fhh33415992YHTpwOSwM8+o5CxiEDWw8kD9H/ckDSx8gMiqSzj905oPeH/BYu8dy7KWVV0HvHd2CCdVzuZdWHQhxqIemqOimwQcN/5dlk8ioSDr/1Zm4FHikzSN06TE199m7biBhYWFl+n2KEKLkSc+eAshtCJQ2MhDt9v5oIwNLrkGZRKUmcLKJc87Flq92p1W13LvU5iJ90FO7cu2iCXr0FHp0757tqsFNBnNH4ztIM9J44s8nMMzcx58LIYQQInuF6f2bV0/cBjc1oPvM7vy+/3ccNUfevult3upehEGP9TLq1iexbLj72mxbzrWwdvsLo/XkMh/0XJWfN+GZt3FOSkKZORNt8GBbD55HHkH9668MQY9Zpw76+PFY16/HeuAAxvvvY3bsCIpy3W/8e9brydZHtjKg0QBS9BSeWfkMt/18G3Mi5hR6eH1h2qQbOuHHwnl25bP0mtWLuJQ4bvW9lc/6fVa0daCEEKKCkZ496WTuuZP+cXZF5jJsHxt7XSFKUfB0dMMtIpoE/xymlLz6iVxCQqG6Em88tZEHf3+Qg9EHbUHPvatoVK1R/g+QFosStxdi96DEXfmKjUBJPsNtlfww/huAWesOzBo97LsoisLnfT8n7GgYG05u4KcdP/FgmwcL3HYhhBDiRpZd79/MCjLbE8DfJ/5m+ILhXLh8AS9XL+YOnUuVhCrX3VYATAPl7Aq0HS+jxO+zLzZqDUJv/025rM2TL5cu2YosL1jAhBUrsGSZFt0W8KTvwYNafJ/dVq9UnUXDF/HVlq94OeRlwo+HE348HHcnd4Y3H86Y1mPoVLuTPXTJqydYQSSlJfHG2jf4dfevnL983r68UdVGzL1rLo5a9sPQbgS5Fb/OTVkfpSCEKFoS9mCbterr42E02hCTYeaqDN0hY2PppWpg6ED+bppKWl7dZ/W5cwgJCqJ7cMHaezntMpPWTuLzTZ9jYlLHvQ4r7lmRc9CTFm8LdeyBzpXvSSdzPIdy+TjaoWlwaBqm5sq9dWqjHGmA6dMfPw8/groF8dKal3gl5BXuaHwHNV1rFugahBBCiBtZfmbfys+bwKtv5mfunMm45eNIM9II8Apg4fCF1HKtRWRkZO4HyIuejHL8V7TITzOEPKbmgt7mY8z6D5fd2jyFdTXgWbgQZdUqe8+d9BGO6etrC3iGDSv2gCczRVF4osMT3NH4DmbunMnsXbM5GnuUGdtnMGP7DBpVa8ToVqO5t+W9WXuCFfC+8+oHl7FNXRjw6wA2nNwAQFXnqgxsPJChzYbSp34fnC3ORX6d5Uqm9yX5JUO9hLixSNiDLdwZV68nQWuCMsxclUGmTyeKc8rS4lTQT+3Cj4Xz6PJHORRzCID7Wt3HR30+oppLNTBNiN+HEr35WqATtwfl8vF8H990rAaV6kLsbnuxRUVPxN9jP2wZi4mCWa0jz/jezXyvVmw6t4uX17zMD4N+KNB1CCGEEDeyzL1/8+wNnINu3bvx8pqX+XTjpwAMbTqU7+/8HldHV3S9YG88M0i5iHroG9SDX6OknM+wyqzSFuvNP4F74WdrKnMuXbLV4FmwIEPAk2GTypWp/NBDth48HTuWaMCTnXpV6vFGtzd4retrrDu+jpk7Z7Jw30IORh8kaG0Qk9ZOome9noxuPZohTYbg6uha4PvOHd2CeXbNs4RoK9hwcS8eTh58e8e3DGw8MN9TwAshhLCRsCcHAeFBuHlHszg8iB3dgvNdXK+sy5zmezq6EZWakGVWhBRrCkFrg/hk4ycA+Fb2ZWr/qfSv3wvl4jqUfctRz/yBkngkX+c1HapgurfA9GgB7i2u/ezkZfuELi0e5dwq1NN/oJz5EyX1IgAKJkr0RhyjNxJevQZPJsEPu39mdKvR9KrfqwieESGEEKLisxfH7dYz28f5EZscy5glY/jz0J8ATOwykde7vo6qXEcIEb8fdf8XqMdmoegZ68AY1TtjNBmPWWsgKEVX7LlUHT+O9tZbKL/+ipKammW1Wbu2fYjWpsuX6dm7dyk08prshv2oikr3ut3pXrc7n/f7nIX7FjJ712zCjoURcjSEkKMhPOX4FMOaD2NMqzGYppnv2jq7z+9mbuW5XLx4kdqVa7N05FJa1WxVHJcmhBAV3g0Z9gSEB9mLGHs6umU7cxXAscaOpB8RXh66PRbmE5TM9l7cy5glY9hxbgcAT7cO5O2mt+J6/geUXfeiWHPuzWRa3LMEOqZ7C3D2yb3btUNlTN+70H3vAlNnxvv/Y+wd3rbwJ24PAE6pF/jOC56rCp+FPEjXBw7KpzxCCCFEPmW+jynIfc2RS0cY8tsQ9l7ci7PFmekDpzOixYjCNyZuL1rEmygnF6Jg2hebqJi+d2E0fRazWofCH7+siYpC/eAD1K++QklJybDKrF0b4667bEO0br7Z3oOnSO8681k/J3O9SlXX0aZ9k2NdGDdHN8a0HsOY1mM4eukos3fNZvau2Ry+dJgfd/zIjzt+pEGVBtzX6j7ua3Uf9arUA2wfKh6MOcj+qP1ERkWyP3o/+6P2s/P8TpKtyTSv3pxlgcuo416nKJ8FIYS4odyQYU9UagLalU+hcpq5Kq86PIXt/lzcrieQMk2TaVun8XLISzRRU3inpguP+vhS7fJclO1Z/8ibigWzRjdM79swPVrZQh2X2tc/ll7ROJ7ki9EqGKPVOxC7C213EOrpZQA0d4RvHM+w55//0biLDOcSQgghitPGUxu5a95dXLh8gVputVgwfAHtfNoV7mAJh9H2vI1y7BcUrhUfNi1uGPUfwmj8JLjWK5qGlwWJiahTpqB+9BFKXJx9sVmlCsbo0bYhWp06FfsQrfzWz8mtXmVe6lWpx2tdX2Nil4lsOLGBmbtmMn/vfA5fOsyb697kzXVv0s6nHZeSL3Hk0pEcZ1jtWqcr84bNs5UMEEIIUWg3ZNhTFK4WQ5702CQuXr7IIfdLJFrAO9lCzcsXqeZS7fq6NedTUVXVvxC9lx9W3Y9n/Hb2+0IdB4AkuHwgw3amY3VMn9sxat2B6dUHHAo+q1eBebRC77wQ4+IG1J0TUKP+AaDFmZ/RD3bAaPR48bdBCCGEKEeu9mJO34O5MObvnc9Dvz9EsjWZNl5tWDxiMbUq1yr4gS6fRN37HuqRH1BMq32x6eSF0eQZjAaPgGOVQrezzElLQ/3xR9S330Y5c8a+2HR2xnjiCYyXXoKqVUuxgVllLmFQWIqi0MWvC138uvDpbZ+yeP9iZu2cRejRULae2Wrfzt3JnSbVmtDUsylNPJvYf25Ro0WJ3ENXJHn97pR581Hnz6e2izPKvPmYw4cBBR8RIIQoX27IsOdqr5xjjR2z1KrJj/OJ5/n434+Z6zCXaZ9OIyY5Btqk2+CzWlhUC96u3ni5eeHl6oWPm8+172627zVda+Lq4IqLxQUXBxcsasF/HYWuqp8ag3IhHOX8WhJO/k6t5GNMVIFsshvToyWGzx22adGrdSi1cfNm9c7oPcM4sfkZ6h6bBoC2bTymxQ2z3phSaZMQQghRVqT/AOhqL+aoQk4kYZomH/37ERNDJwJwR+M7mDV4Fm4FvW9KPoe670PUQ9+gGNeGL5mO1TCavmD7wMZSqVBtLJNME2XhQrQ33kA5cO0DM1NVMR94AP2118DXtxQbmLPimHzE1dGVe1vey70t7+V47HE2nNxAbbfaNPFsgperV75r+YjcZfe7S///A3P4MPThwzgVFGQPeqB8lKgQQhTeDRn22IsSFvB/cJfTLvP5ps/56J+PiE+Nt82JmWxbVyfZCXfdwjmHVC46pmE1rJyMP8nJ+JynG8/M2eLM8ObDeafnO3i7eReobXlKi0O5uB7l/FrU82Fwabt9jHzmfMdUHTFr9sT0uQPDpz+41i3atlwPRcGnw+d8tXcuj1eKAUDb/D90ixum712l3DghhBCi9BTVtMppehpP/vUkP+ywDZV+qsNTfND7AzS1AB/2pEajRn6CeuBLFP2yfbFpqYzRZDxGk6dLpndwCVLCwlAnTEDdsiXDcmPwYPQ334TmzUupZcWnID3M/Tz88PPwK+YWiatkmnUhxA0T9mT+Y1SQ//nphs6sXbOYtHYSpxNOA3CT902Mv3k8/jX8aVi1IZXvvBuujGtO+mMJ5xPPczbhLGcTz3Iu4RxnEs5wLvHa97MJZzmfeJ4k67WZJ5KtyczaNYvFkYt5o9sbPN7u8VwLEOfYZdPUIeGQbRr06M0o58NQYv5DMbMfc62bcMpSE+8Go1C9emPW6AKWgvd4KimKonC63ji+2P8uT1cBBQPt39HoXdwwvfuWdvOEEEKIcutS8iUCFwYScjQEVVH5uM/HPNHhiXzvr+qJaHvfw3LgMxRruho1mgtGo8cxmr4ATp65HKEc2r4d7bXXUFeuzLDY6NoV4513bDV5KigJFIQQouyqsGFP5nCnMH+MTNNkxeEVvBryKhEXIgCo51GPN3u8yYgWIzKOJ043y4Gj5oivuy++7nl3010TsoZbut5CUloS+6L28eLqF9lyZgsvrn6RH7b/wOf9Pqd73e7Z7huVEo9rw1TaJu5C3fehLdyJjYC4fShGcq7n3ZECIZdhh1mVe3pOo2eTobZrzudzU9pGtbyHVhvexV1VeMDdRDHT0P4ejt5tOWb1zqXdPCGEEKJEFUW9laOXjjL4t8HsvbgXVwdXZg+ZzR2N78jfznoS2v6pND/wARb9kn2xqTpiNBiL0fxlcC7iXsul7fBhtEmTUOdknMTCbNkS/Z13MG+//fonrSjDiqrGjxBCiOJRYcOe6/2kYdvZbbwa8iohR0MAqOpclVc7v8q4duNwsjhl2T6/sxxcpY0MhNhYLG5uVP7mOyrNnUPnSp1Z/8B6ftzxIxNDJ7Ln4h5u+/k2RjQfzkddXsDHiEaJjUCJi4DYCA5e2kZl0mwH3LUs1/MlVWrACeeG/HzuNFOPRxBlwKAmg5g2YBrVK1Uv2JNTBjTxbMJNPu145MxWungH0OjyDhQ9CW3dYKw9VkHVtqXdRCGEEKLc2Hx6M0N/G8r5y+ep5VaLRSMW0dY7H39L9RTUI9+j7p2MkpyuELGiYda7H73FBKhUwYbunD+P+u67qN99h5KWZl9s1q2LHhSEOWoU5DHFeVlU0Jlmi6PGjyga2shAeuk62u39wcMDfW7WWXWFEBVfhQh78ppxoiCfPByLPUbQ2iB+2f0LAI6aI0+0f4KXb325aKeAjI0FVaPX5aQMU1r+HfI7D7duzKjbX+C/yFkosXtomTIPz7B5WQ5ROZvDmqjEO3pxQvEgIlXh7/g45l88y6m0w8BhACo5VGLa7Z/wYMCD5bowXqB/IFvPbOWhi06E1e+Lem4lijUOS/gArD3XgHuL0m6iEEIIUSKuzhIaPK7gPSwW7lvIA0sfINmaTIBXAIuGL8q7d7JhRTk2G23POyiXj9kXmygYdUZg+L8BlRsXuC1lWnw86qefon72GUrCtYDD9PTEmDAB43//A6esHwiWFXnNvHQ9/4ZEGRMbSy9Vs5WYiI0t7dYIIUpJhQh78ppxIj+fPFxKvsTkvyczdfNUUnTbbBGB/oEEdw+mfpX6RdLODEPLHKxQNR6qJqBUiUdb25+LFzfS00iAMHAHegDkMkFFjFaFY6luHHVwY2N8AqtjzrIr2UqKeQY4k2Hbyo6VaV69Oa1rtmb8zeNp4tmkSK6p2JgmJCTYvuLjwcMDatbMsMmIFiN4afVLrDu1iYN3bKORfhn14nqU1Cgsaweg3/obpmfHUroAIYQQomSlfzPv6ehm/yAsJ6Zp8snGT5gQMgETkwGNBjBr8CwqO2X3cdLVnQyUE7+hRbyJknAwwyq91iAOuoyhbsAdaOWwZ0uOUlNRv/sO9d13US5csC82K1XCGD8e47nnwN29FBuYP1JbRwghbizlMuy5OgQqp26Jyrz51D52DGXefMzhw3K94YlPiefrrV/zycZPiE6KBqC7X3cm955MO592BWpXtp+Y6Em2GjpxETjt/RbN4XPbUKwxxzJsppw/Qc2sewNgOtfitFqF388fZVPiZXanwN5USDAvAZcybOvq4Eqr6s1pUaMFLaq3sH+v416n7PXiOX4cddEilNWr4eJFlPh4e7jzdnw86uTJGTY3a9bEbNUKs2VLzFat8GnVir61urHi9FrmRC7l1S6LUML6olzahpJ8GktIF4zqnTEaP41Ze1CpTRkvhBCi4stcK7AgsxQVlfTny6snc5qexjMrnmH69ukAPN7ucT667SMsag63hqaJcnop2u5JtuHk6Rje/TD8J2H1aENyZOT1XURZYhgoc+eiTZqEcuSIfbFpsWA88gjGhAngXcHqEIkKLa/eXUKIiqVchj1Xh0Dl1C3RHD6MU7t3YQ4fBmR/wxOXEsfULVP5fNPn9pCnefXmvNfrPfo37F+wYMTU4fIJerUwUA59Y5sJK/4ASvx+288YAHSvQeYONxlEKc5Eap7s1arxgP//UD6ZBycAl+rUnDuH+w0rXWMOExkVaf/STZ3m1ZvTonoL/Gv44+fhl7FwdFlz6JAt4Fm4MMvUpOll9+wr58+jrFkDa9bYly1XFSKrweGlH6HcXwXrLZ9gMZ6034iqFzegXtyA6VofPeB9zNpDiviChBBC3IjShzkB4UG47YsmQQuz33OU5VmKYpNjGbVoFKuPrEZB4ePbPubJDk/mvEPcXrT/nkG9EJZhsVGjG0bL4GsTI+jZz/pZ7pgmysqVaK+9hrJjR4ZVxvDh6MHB0KhRKTWuaFwtgQDkWAZBlB/5rbdUVv+fJIQoHuUi7Onyz2SOJl6g5gUPdnZ/M1/75JRcxybH8uWWL/li0xfEJMcA0LhaY17t/CqB/oE5f6KVXtw+1ONzUC5tR0k4BIlHUIzU/F4OpqUynHOAi87sT6xG44Qq6B/+Qot1H6CpGrppMKbho2iHFmcItSyqhSaeTWji2YQ7uTPf5yt1+/ahLlqEunBhlpumq0xVhcqVbV9ubpyMjaV2s2bg5mb7OncOZedOlIsXM+ynGibNL0Lzi/Hw3zO2Y9WojtG2LUq90yj1z4EvKIlHsPw9Ar3FRIwWr0NZDsSEEEKUeenDnNIoVJtXvcKcHIs9xuC5g9lzcQ+VHCoxa/As7mySwz2FNRF1zzuo+z9DMa32xUa1DraQp2bvCjfblLJ5M+rEiahhYRmWG717o7/zDtx0U+k0rIhdLYFw9ef8Ko0eayIb6WYBhmzqLV1dn5BgK4UghLghlYuwB6DeISuXW2a/Lrs0O/MfokvJl/hi0xdM2TyF2BRbeNLUsykTukxgRPMRaGoeQ3xSY1BPzEM5OhM1elO+2myqzuDeHNPDn7fPH2a/Vp09WjU23vaN/eboWGgoDa62NR83TOXij6xpwu7dqAsX2nrx7NmT/WZt2mAMHYoxdCg0bZrh+r8OCiI488xmpmkLfXbvRtm1y/7dunsnDlbDvply4SLKymuhkOnugNIkDZqDdvQdlJjd6J1+AEvOdQyEEEKInNhnuhkZmO1w8rzWF4W86hVmZ8vpLQydN5RziefwcfNh0fBF3OSTTXhhmiinFqNtfwEl6cS1xZXqobf5ALPW4AoX8rB/P9obb6AuXJhhsXHTTRjvvIPZu3cpNaxsKcs91m4kec0CXNBZgoUQFVO5CHvW3/IKr/3xGu88FpTt+h3dggnVQ+nZLesfn+ikaL7Y9AVfbvmSuJQ4wDZca0LnCQxrPiz3kMewopxbjXp0Jsrp31GMlCybmJoLuDXEtH81ArdGmG4NwaW2vQfJ1NXPoykqumlkuEEq6B/MMvtH1jRh+3bUBQtsPXgOHsx2M6NDB8yrAU/DhgU7h6KAtzemtzdmnz72xUsiFvDe16MYfMadiUZX1PXrUdIN8VPi0mALti9AdV2C0rIuRp9HMNt3wwwIgNq1K96NqxBCiOJxdaYbI4dhS3mtLwIFmSY76nIUc/fM5dWQV0myJtGyRkuWjFxCHfc6WTdOOIi27TnUs3/ZF5mqI0bT5zGavQyWXGaOKI9On0Z9+23UH35ASTcMzWzYED04GHPYMFBvnN7AUtOl/JDflRAiL+Ui7AEICAi49iBT10XIGppEXY7is02f8dWWr4hPjQegRfUWTOwykbub3517XZu4PahHZ6Ee+wUlOWuRHbNKAEbd0Ri1B0OlOjfukCDTRNm82VZ/Z+FClKNHs93MuPVWW8AzZAjUrVvkzejX9A4eqe9BUK1Ybr13PN1958POnajh4Sjh4Sjr16PExFzbIRGUjfFoGz8FPrVdSrVqmK1bZ/iiRQtwdCzy9gohhBD5kVtv3rymyY5NjmXpgaXM3zOfVUdWYTVsw7D6NejHz0N/xt0p0+xRejLqvg9Q932Y4cMtw+s29LafVbxp1C9dQv3oI9QpU1CSkuyLTS8vjIkTMR5+GBwcSrGBxevq5CV1D6Tm2jNelF3yuxJC5KVchj363DkYoaHo2fxP7uLli3y68VO+3vo1CVe6Nres0ZKJXSYytNnQnEOe1GjU47/ZhmnFZC0cbDpWx6h7D0a9+6BKmyK5pnLJNFH++w9l3jzUBQtQjh3LuomqYnbtagt4Bg+29ZopRs4WZ+5qdhc/7PiBXyN+pXvd7tC2LUbbtvDMM2AYsGuXLfwJWY4SHooSb2Q4hhIdjRIWBunG6JseHpgDB2LcfTfmbbeBk1OxXocQQoiyqzSGURe0N29iaiJ/HPyDeXvm8dehv0jRr4U2rWu25r5W9/Fkhyez1CdUzq5E++8ZlMRD9mWmS230Nh9h1r6rYvV8TU5G/eor1Pffz/BBkFm5Msbzz2M8/bStVmAFd7XOU9C6nANDIYQQ5Vu5CXsyy3zzcz7xPJ9s/IRvtn5DYloiAAFeAUzsMpFBTQZlH/IYVpRzK68M01qWpciyqVgwa92BUXc0ps/toBasl0f6G8OCdLcuc64O0Zo/3xbwHD6cdRNNw+zZ0xbwDBoEXl4l2sRA/0B+2PEDC/ct5PO+n+NkSRfMqCoEBGAEBMBTT0FyFNq8oaj//QvHgWNgnqqEEnU5wzGV2FiUn39G/flnTHd3zGHD0N96C2rUKNFrE0IIUfoyBC/Z9DAuSleLL9f1TmVxeFCuBZhTrCmsOLyC3/b8xrIDy7icdu1vWVPPpoxoMYLhzYfTrHqzrDsnnUbb8SLqiXn2RaZiwWjyNEaL1ypWbTtdR5k9G+3NN1FOpKtD5OiI8dhjGC+/LH/fRbkmw7qEEJmV27AHID4lnrBjYfx16C9+3v2z/QanjVcbXuv6Gnc2vjP7KdRjd6MenY16/BeU5LNZVptV2mLUG43hNxKcCv+HP/2NYV7drcucq0WW581DnT8/2xo8pqZh9u5t6/kyaBB4ehZbc/L6RLWbXzdqudXidMJp/jr0F4ObDs75YM6e6PeGYLZ6Ge3AFAAULmM4dMVwfhJlzxFb76W//kKJs9V5UuLiUL7/HmX5cvTvv89QM0gIIcSNJXPx06tDYjwdiyYcuVp8+WQOM3yl6WmsObqGZZZlTP18qr0mIUCDKg0Y1mIYI1qMoFWNVtnfB5k66qFvUHe9gWK9tq9RvQv6TVPAw79IrqNMME2UZcvQXn89w4QRpqJg3nMPelAQ1KtXeu0ToojIsC4hRGblKuwxTIPtZ7az6vAqVh1exT+n/rGPQQdo59OOiV0mckejO7Le3KREoZ6Ye2WY1n9Zjm061bQN06p7H1RpXdyXkq28ev8EhAfh5h2d56d812XPnmsBT2RkltWmqmL27IkxbBjm4MFQvXrxtCOTvLqya6rGSP+RfLrxU+ZEzMk97AFQLRhtPsb0aIm29UkUMw01bR2K0xmsjywA9+cgJQVl9Wrbc7F0KUp8PMrZs1gGDEB/9lmMN9+UoV1CCFHB5aeXTbH9TU5HN3S+WPoFBxwPsChyEVFJUaABKeBb2ZdhzW0BTzufdtkHPFfF/Ie29fEM90Kmoyd6wPuYdUdXqCFbyoYNtmnU//47w3Kjf39bT93WpXO/J4QQQpSEchH2zNkzh9+2/cbmFZttNzfpNKjSgNsa3MagJoPoU79PxhscIw3l7ArUo7Nsw7TMtAz7mooDZq2BGPVGY3r3A7V0C/Hl1fsnKjWBSzl8ynddIiNtQ7Tmzct2mnRTUTC7d8ccNsxWZLlmzaI9fx7yO4VtoH8gn278lD8O/kFcSlzW4pPZMOs/iF65CdrfI1BSLqAkHMSypgt6p9mYPv0x77gD/Y474MwZtEceQV21ytamTz9FDQnBOmsWNMuma7wQQogKIadeNsU9ZEJPu0xa4jlSE85x17y7+PNoCHq6IVo1K9XEN96Xjx/4mFt8b8l94gmAtFjU3ZNQD36NwrW6dUb9B9FbvQtOxdc7t8Tt3o32+uuof/yRYbFx880Y776L2bVrKTVMCCGEKDnlIux5ZuUz9hm1KjtWpke9HvSt35c+DfrQsGo203df2ol6bLZtNq2U81lWG1Vvwqw3BqPOyGK7ucmuF05+bgxLZLxtbCzKhg0o4eGoq1ah7NqVZRNTUTC7dLEFPEOHgrd38bcrJ/mcwraNVxuaejYlMiqSxZGLGdN6TL4Ob1bvjLXPP1jW34USuxPFGo+2fghG6/cwmj5n28jHB/333zGnTEGdOBElNRVlxw4sN9+M8dFHGI88UqE+DRVCFFxpFPAVped6f9fp/71EXY7ihxU/YK1pZeuZrVw8ugYjXbC07Mp3RXPCqVpDFvf5hG51u/FW8Ft0rtM59xOZJsrJ+WjbX8gww6jp7o/ebipm9Vuv6zrKlOPHbTV5Zs1CMU37YrNpU/S33rL1SJa/1YVWIj3MhRBCFJlyEfa08WpDM5dmjGg/glvr3IqDlk0PnJSLqMfn2IotX9qeZbXp5IVR917bbFoeLYu9zdn1wsnPjWFu2xS6JkBMjG368XXrUNeuhR07UAwj202NW27BHD7cFvAU8yxaOclvT57MFEUh0D+Q4PBg5kTMyXfYA0AlP6y91qJtegj11CIUTLSdr2A6VsWs/6BtG1XFeOYZjO7dsYwejRIZiZKUhPbEEygrVqB/802x1i0SQpRdAeFBuO2LJkELs78JkvBH5KT5iqdJ2bON2AOxVLemcOTSEduKvRm305yrYnGtybtt/8dbp/7G2c0HQ1HoVb9X/k6UcAjtv2dQz620LzK1Shj+r2M0frrUezQXmago1PffR/36a5SUazOQmbVro7/+OuaYMWApF7e8ZVqx9TAXQghRLMrFX74Vo1awf/9+mtZpipZ+5gsjDeXMn6jHZqGcXp51mJbqiFnrTtswLa++oJbc5RbH7Fv5/hQlKgpl3bpr4c6uXRk+4crM6NjRFvDcdRfUqVNErb0O+ezJk52rYU/I0RDOJpzF260APZIsrui3/Iq55220PW8DoP33NNYqAVD1pmvbtWmDdeNG1JdeQvv2WwDUpUtRtmyxFW/ulc+bcCFEhZHdm6CCTpstik5eQVuxB3E5zNaVkJrAuxve5dB/34JpQBLEX1lX1ahK35Z9aefTjndP/YuTmxeq5ohuGjzV8SneX30URVFt++UlLQ51/+eo+z5AMa6FH4bPHehtPwPXukV3raUpMRF1yhTUjz6yT6gAYFapgvHSSxhPPAEuLqXYQCGEEKL0lIuwJ4tLO1CPzkI9/itKyoUsq42q7W3DtPxGgGPpTHW+o1swoXooPbuVwI3++fMZwh0lIiLXzc1WrTC6dcPs1g2zS5eyN9XodUxp27BqQzrW6sim05uYvm06r3V9rWAHUFQM/zcgJQrt0NcoRgqWv0di7fNvxiF/lSphfPklZt++aI8+ihIVhXL6NFr//hhXizc7Oha4/UKIikt6+pSc3II2bWQgqq6jTfsmx96j1/u7yjxbl2mazNkzh1fXvMrphNMAOFb2xaGKHwu7BtH+1Sn8l6bRa1ca+tzxfLT6+bxr8GQn9RLqwS9R909BSYuxLzZd6qC3/RSz9qBCX1OZkpaG+uOPqG+9hXL22qyqprMzxhNPYLz0ElStWooNrCDyuB8rjg82RdGRqdiFEOUm7LFYo9EOTsFybDZK7M4s601nH9tsWvVGg3uLUmhhVsV2U3/2LEp4uK3mTng4yr59OW5qKgoEBGB0747Ztast3KlWtv8oZ75JLqinOjzF6CWj+WLzFzzV4Sk8nD0KfAyjzYcoMf+hRm9EuXwMbeMY9K5LQcl4w2MOGoS1fXu0hx5CDQlBMU20Tz5BCQtDnzkTmjQp1DUIISoe6elTRuSj9+j1/q5M0yRKieKH7T/w98m/WX9iPYdiDgG2iSWiarTApWoDDEx61uuJFvNBhjZdHbZ99ec8pUShHvgC9cDUDFOpm4qG0fgZDP/XwFI008KXKtNEWbAA7Y03UA4evLZYVTEfeAD9tdfA17cUG1ix6HPnYISGoufwWshrYhFRuuTvjRCiXIQ9Dpvup8WpRShYMyw3Vacrw7TGYHr1KdFhWiXi6icqqakov/5qC3bCw1EOHMhxF1NVMdu2tc2e1bUrZufOUKVKybW5DBjWfBjvrH+HfVH7+HLLl0zsMrHgB1Ed0W/5FWV1J5SU86jnVmFGvInRMpsbmlq10Jcvx/zsM9TXX0dJS0P97z+Ujh3RP/kE88EHpSCkEEKUFXn0VlDmzaf2sWNoIwMxhg2DAnYQWX98PY8uf5QDjgdg+bXlTqoTE7tOZPzN42kUNtE2e2gOQ6yzG7adXS8KV+0y6s4JqIemoVivDSE0FQ2z7r3ozV6Gyo0LdgFllBIaaptGfcuWDMuNwYPR33wTmjcvpZaVb3n1/pDAQAghyq9C9BEuedq5vzIEPUa1jug3fYn1zuPot/yC6XN7xQp6jh9HmT0bPNxpG74W9a8/sdx/P+qMGVmCHlPTMDp2RH/hBaxLl2I9fx79n38wJk/GvOOOGy7oAdBUzR7wfL7pc2KTYwt3oEq+/J+9+45vqvr/OP669ybdk0KhLRQKZS/Zgsyyh6A4ABVRhopbUfDrV78VESeOnyiiKKIggoICMgUpG2XKXgUKLWV27zT33t8faUPTAU2bLjjPx6M0ubn33JPSpMk753yOeudP6DmjeZRj7yFd2Vz4vrKM9vLLmLdtQ29oeWEtpadjeOoplJEjIT6+ZH0QBOGWoIwYSdiRoygjRlZ0V2576uJFbGzerMgpXPoD93Ohbl3UxYvQH7gfPycPVF2j9snMG46ySc9O55X1r9B7QW9OxZ/CWXame3B3pnSZwvIHl/N0xtO8dtdruBhc8HPyuGl7+R3oPpU+l6pZgqDMK8gHpvBa09koJ2ZYgx5dMqCFjMM84Ahqh29vjaBn/36UIUMw9O9vE/Ro3bph3rIF9ddfRdBTCqUNc8RUIUEQhMqrSoQ9ANmGGpgbvUJ2/4OovbehNXgCnG6B+di6DmfPIv34I8q4cRgaNcIYGoph7FjkefPwS0y03d1oROvcGXXKFMyrVmG+ehV12za0d99FHzAAvLwq5n44WGlfPNzf9H6a+DUhMTORmbtnlrgd3b8HWsvp1uvyof8W+UksAG3aYN61C23cuOvH/P47hvbtkTYXERQJglAlRUREFH/npCTC0jMgqYThs1CmbvR/eaD7VGL6fHw9aCnEzpidtP+uPZ/v/hwdncdbP07MizFseGQD03pOY2DoQFxwsWnTpj1vbza6uYL3jacdu8gZyIfexLC6McrJT1GwFF/WZSfUBk9iHngMtf1X4FHfzp9AJXLpEtIvvyA/+yyGli0xduqE/Gee1cRatMC8fDnqhg3od95ZgR29/RQWUoqRP4IgVHXfffcdd911F8HBwQQHB9OvXz/Wr18PQEJCApMnT6ZDhw4EBATQokULpkyZQlK+13PR0dE8+OCDBAYG0rBhQ958803MZnNhpytXVWI4jKnTIo4n1KJxk2a2q3FVVQkJSGvXIv/5p2VaVnR0kbtqRiPceadlSlb37pYXNm5u5djZilHaFw+5o3tya/c82+FZfFx8StSW1uhF5Kj5SMlHkON3oV1chR44pOgD3N1Rv/oKrX9/lKeeQoqPR4qJQenXD+3VV9HCw8F4iyx3Kwi3sRvVdWm9JRyPWvEs2xJe/JUUhQrReks4HsfjSVU22f1/lZGdwdQtU/n0n0/R0Qn0CGT24NkMaDDAZr/cqWHSr0vQH7gfsP1Q42a1UchOQT41k1cbf4VyPM/S4rILWv3xaE0mgWuQXX2vNPLWIdy8GenEiUJ30+vWRQ0PRx81Cm6F14JVkKjRIwjCrSgwMJDw8HAaNGiAruv8/PPPPPzww2zevBld17l06RJvv/02TZo0ITo6mpdffplLly7xww8/AKCqKiNGjKBmzZqsW7eOS5cuMXHiRIxGI//73/8q9L5VibAn2687JJ5GVe1firuykE6fRl65Enn1auTt25GKuC+6iwtap05o3bqhd+uG1qFDwWVDq/DPoSQUHUAHHbt+B+5tdC9N/ZpyLO4YM3fN5PW7Xi9xH/Smb+L0j2X6hXz4LUz+/eFmK6XcfTfmNm0wjh+PsnmzpXjzhx8i/fUX2T/8gN6gQYn7U1y5P6+q/NgRhPJW3MeNrus2++SO+VNVFT1nBGDuPiV9HhNKJv//zY1ujzOlktDIBc2Uat1W2PHdu3e32bYrdhcTVk3gZPxJAEa3GM2HvT/Ex8Wn4LmH30vMoYOYh99r/Ruev7381wFQM1DOfIPhxAwk0zVcczIOXTKihozD3HgyuAbk7Fvxv1fFeuxkZiJv3468fj3yhg3IN1hBVFcU9HbtUB94AHXCBHB2zj2RI7st2OFmjy2hZMTrNaEqMGdlEXf8ODVbt67orlgV9djJfR2WnJxsqZGXw9nZGefcvyU5Bg4caHP9zTffZO7cuezZs4fRo0fz448/Wm8LCQnhjTfe4Mknn8RsNmMwGNi4cSMnTpxg2bJl+Pv707JlS15//XXeeustXnvtNZwqcIXmKhH2nDlzBoDIPCsvVHqqivvBg3ht3ozX5s04nz1b+G4uLqS3bk1q+/aktWtHeosW6Hl/Ic6fL6cOV15NVRV0DTSdE0V84leUx0IeY0rcFD775zP6evXFy6mE09z0xjR0aYZb5lHkpINc2v0FSd79i3fsJ59Q48cfCfjySySzGXnvXgwdOnBhyhQShg0rl+LNVeqxIwiVxM0eNyaTyfqc5KEb8TmRQmIjT06cOMGiGiP58dyPPNpjJCdOnCjV85hgn0avv0FPWUK/7wFOvvtOofvk/b8zm80okoyqa9ZteW/PFRAQwIkTJ8hSs5h9fDY/nPoBDY3qztX5X5v/0b1Wdy6fu8xlLt/0nDcjadlUS1yG/9U5GM1XrNtVXSLRdxiXazxBtlMgnE8GkotuqILYPHZ0HeeoKDx37MBzxw489u5Fzsws9DhdUUhv3tzymqh9e9LuuAMtdzRzVFTZd1y4KXt+jwX7iddrQmWiZmWRcOgQ1/bu5dqePcQfPIiuqgzeuhVD/sEIFSz/Y0eSJOrWrUuLFi1ITb2+gMGUKVN47bXXimxHVVWWLVtGeno6HTp0KHSf5ORkPD09MRgsUcru3btp1qwZ/v7+1n169+7NpEmTOH78OK1atSrNXSuVKhH21K9fn9OnTxMaGlq5p3GlpCCvX4+yejXyunVI164VupsWGoo2aBDa4MFod96J0ckJX+xe8OO2YVAUUGRQNRo3bmzXsaENQ5l3dh7H4o4RkRrB5M6TS9wP2fd92D4UgODE7zC1f7r4hcHffx/TAw9gfOwx5MhIlIwMgt96i6BTp8j++usyG5KuqiqRkZGV/7EjCJVIcR83Tk5O1uekI42ns0neZDM1J+/tpXkeE+zjlJFB33w/602biv6/8b/qjefRBFKa+Vq39e3bt9D/pz0X9/DEqic4FncMgFHNRzGj9wyquVYrsG+BfuU5Z5F0Ffn8IgzH3kFOj7K5Sa39ANtT+tEx7BEqa0Ue62OnenWMW7Ygb9iAsn59kdPVdUlCb9sWrVcvtO7d0Tp3RvHwwBu4cfUioaIU9dgQSke8XhMqg+yMDGJ37SJ661bOb9lC7K5dqFlZBfZzi4sjpHfvCuhhQUU9dnRdx2Qycfjw4QIjewpz5MgR+vfvT2ZmJu7u7syfP58mTZoU2C8uLo6PPvqIMWPGWLdduXLFJugBqFGjBgCXLxf+AVB5qRJhT+5/nKIole8J8Px55FWrkFauRNq8GclkKrCLLsvoXbqgDx6MNmQI5PyRlIBKdm8qJynnHwm7//8VRWFS50mMXzmeeQfnMeWuKcg3m35VlID+aNW7Il/bhpx6EsOFxej1Hi3+8R07ou7aBS+/jDxvnqV/P/0E1aujffRRyfpUTJXysSMIlVxRj5vWW8KJM6VSN8DE8u1vW+u89M73wqdXr17Xjy/F85hgp0J+1lu2bLH5/8n7f3Owx9uEb7StQ5L//zLLnMX0bdP5aOdHqLqKv5s/Xw78kmGNhxW/W5JU9P+9riFd+B3l8FSklOM2N2mBQ1CbvwU+rehc7LNVgKtXUebOJXTpUtwOHSp6unpgIHrfvmh9+6L37g1+foB4TVRV5H9sCI4lXq8J5Sk7PZ2Yv//m/ObNnN+61RLuFPJeNr+YbdsI7devHHpYfPkfO7nTuLy8vGzCnqI0bNiQLVu2kJyczPLly3n66adZuXKlTeCTnJzMiBEjaNy48Q1HB1UmVSLsqVQ0DWnfPqQ//rCEPAcPFrqb7ulpeTEzZIhllazq1cu5o0Ku+5vez8vrX+Zs4lk2RW0iLCSsZA1JElqLqcibLC90lCPvYA4eCbId8zA9PFC/+Qatd2+Uxx5DUlWU//s/qFcP7ZlnStYvQRDKVZwpFUWSiWnkgmpKLXI/m+LN3t5sVFXCxIv4cldYsez8hbVvtALk/kv7GffHOA5fPQzAg80e5LN+n1Hdzb6/60WeI/UMyu5xyNe222zWavZBazEVvVrhw8grjf37Ub78EmnxYqSsLPIvP6A7O6N37Yrerx9a377QvHm5TF8WBEEQbJnS0riwcyfncsOd3bvRsrPta0SSSL14sWw6WIGcnJyoX98ybvaOO+5g//79zJ49m88++wyAlJQU7r//fjw8PFiwYAHGPIvt+Pv7s3fvXpv2rl69CkDNmjXL5w4UQYQ9xZGejrRxoyXcWbUK6dKlQnfTg4Mt4c7gwejdu18vJChUKDejG6Oaj+LrfV8z98Dckoc9gF6jG1rNvsiX1yOlRyGfmYsW+pT97YwYgZqWhuEpy7HypEnodeuiD7nBKl+CIFRZ6uJFbAwPp8dUsYpNeYszpZJoTzCXw6SaeH/7+7y/433MmpkabjWYOWAmw5sML1E/CpxD15GifkD592Uk8/W+aX5d0Fq+jV6je4nOUy7MZqTly5G//BJ527YCN2uNG6P364fet6/l9dBtsIqoIAhCZZOVkkLMjh2c37KF81u2cHHvXjR7lwOXJGq2bk3dHj0I7taNOl274lrt5lOXqzpN0zDljHJKTk7m/vvvx8nJiYULF+Li4mKzb4cOHfj444+5evWqdfpWREQEnp6eFT7tVYQ9Rbl4EWn1auSVK5E2bkTKyCh0N61Dh+vTs1q2FJ9WVVJj7xjL1/u+ZtmJZcSlx+Hn5lfitrQWU5EvrwdAPvYeWsgYUOwvUqaPHYt65oxlhS5NQ3nkEcwbN0LbtiXumyAIldeNRo8IlcuBywcYv3I8By4fAGB4k+HM7D+TGu41HHOCrKsoeyYix66wbtLd66O2+RS91oDK+1oiLg75u++Qv/66QB0e3ccH9bHHONW7NyF9+oipKIIgCOUsKzmZ6O3br4c7+/ah27nCmyTL1GrThuDu3a3hjouPT9l0uJKYOnUqffr0oU6dOqSkpLBkyRK2bdvG0qVLSU5O5r777iM9PZ2vv/6alJQUUlJSAKhevTqKohAWFkbjxo156qmneOutt7hy5QrTp09n/PjxRdYIKi8i7Mml63DwoLX+jrxnT+G7ubqi9+5tGcEzcCAEBJRzRwWwpKWFfRJblDa12tCmVhv2X9rPwsMLea7jcyU+t16tPVrgUOTYFUiZF5EjZ6M1fqlEbWlvv40UFYX8yy9I6ekY7rkH89atULduifsnCELlZM9zlmAfe/8mFCVbzebDnR8yfdt0zJoZP1c/Pu//OQ80e8ABvbSQLq5G2f0kUtb1oo1ayOOorWeA0dNh53GogwdRZs1CWrgQKd9KWnrTpmjPPov20EOoLi6YxEpNgiAI5SIzMdEm3Lm0fz+6ptnVhqQoBLRtS3C3bgT36EHtLl1w8b69SuRfu3aNiRMncvnyZby8vGjevDlLly6lV69ebNu2jT05uUDbfB/IHzhwgODgYBRFYdGiRUyaNIn+/fvj5ubGqFGjeP311yvi7ti4vcOerCxLUeVVqywhTxHLnOsBAeiDBlkCnl69xHDkSmDTpk12v7Af23osz116ju/+/Y5nOzxbrGJdRVFbvIUU+wcSOvLxj9Dqjy/Zi3RZRv32W4iJQd6xA+nSJQzDhmHevBlusydaQRBuT6UNalpvCcfjeDypyiZrTZ6SOHzlMONWjmP/pf0ADGs0jC8GfEFNDwfNtzenIR+YgnLmG+sm3ak6avuv0IOKX+i53KiqpT7hl18ib95sc5MuSZbXRc89Z3ldlPv31M5PkAVBEITiy0hIIHrbtuvhzr//WgYs2EE2GAho184m3HH2rKQfNJSTmTNnFnlb165dSUhIuGkbwcHB/Prrr47slkPcfmHPtWtIa9ZYpmetX4+UWvgcfr1VK0u4M2QIetu2IJdwBSeh0hjZfCST/5rM0WtH2RW7i05BnUremHcL9OARSOcXIZmuIZ/6HK3Zf0vWlosL6pIlSN27I0VGIh09ijJiBOqKFeBkR/FnQRDKhZ+Th2U1rlMmUpvf+vPWy1r+8N7e8Kc4NXluxKyZ+fjvj5m2dRom1YSviy+f9f+Mkc1GlupDgbyk+N0o/4xBSo20btMCBqG2nw0utRxyDodJSED+/nvkr75COnfO5ibdywvt8cfRnnoKGjSooA4KgiDcusxZWaTExJAUHU3y+fMkR0eTdP48l/bt4/LBg/aHO0Yjge3bW6Zlde9O7c6dcfLwKKPeC5XNrR/26DqcOGEJd1atQtq5E6mQ4W260Yjeq5el/s6gQWIazS3I28Wb+5vez/xD85n779zShT2A2uxNpOhfkXQV+cSnaKETwamEb/yqV8e8YgWGbt2Q4uKQN26EZ55B/eabylu7QRBuU7mjRyKUCHp1F1OzSqOwlbJuNnJTGTESkpLA2xt18aJSnf/o1aOMXzmePRctQ7QHNxzMrIGzCPBw0BTttCiUw28hnf8ZCcsLdF1xQ2udMyK0Mj2/HzmCPGsW8k8/IaWn29ykN2pkmar1yCMg3iQIgiCUiK7rpF+7RnJOkJMUHW29nBwdTVJ0NGlFLARUXLLRSGDHjtTNCXeC7rwTJ3d3B90Doaq5NcMesxlp+3bL9KyVK5EiIwvdTffzQx840DKCp29fuM2HsN0Oxt4xlvmH5vPL0V+Y0WcGns6l+D/3bIhe71Gks98jmZORT3yM1nJ6ydsLDUX97TeUfv2QsrKQf/gBPSQErRLM9xQEoSBRg6f0SjQqJykJZMXyvYRUTeWzXZ/x1ua3yFKz8HHx4eO+H/NIi0ccM5on6xrysfeRT89G0kzWzVq1DqgdvwfPRqU/hyOoqmW08xdfWD5kyEcbOBDtmWfQ+/QRI5wFQRBuwpyZaQ1t8oc4uZfN+eqelZbi7ExQp07WaVlBnTphdLV/4Rjh1nTrhD2JiUjr1llq76xdi5SYWOhueuPG16dn3XkniNUibitdanehUbVGnIw/yS9Hf2Fcm3Glak9t9l+kcz8haSbkU1+iNXweXEpe30Hv3Bl17lwMDz8MgPLWW+j16qE/9FCp+ikIglAZ+Tl54HEkvsjpcK23hBOXEwT5OXmUqiZPrpNxJxm3chz/XPgHgIENBjJr0CyCPINK3TbmNORTnyMf/xjJnGzdrDtVQ2v6GlroMyAbS3+e0kpMRP7hB8tUrTNnbG7SPT3RxoyxTNVqVElCKUEQhAqm6zppV64UGeIkRUeTfuVKmffD4OJC0J13Xg93OnbEkG8pcEHIVbXDnjNnrk/P2roVyWwusIuuKOhdu1qmZw0eDA0bVkBHhcpCkiTGtRnHlL+mMOPvGYxuNRonpRR1cdyC0epPQIn8EklNRz7+IdodH5eqj/oDD6CeO4eSM6JHeeIJ1Nq10bt3L1W7giAIlc2B7lMJ/yucqRMLD3HiTKkokmy9XFr7L+1n4M8Dic+Ix8vZi4/7fMyjrR4t/WgezYwUNQ/lyDSkzIvWzbriitbwObTGr4CTT+nO4QjHj1umas2fj5SWZnOTHhqK9vTTaI8+Cl5eFdRBQRCEipGdkVFkiJOc86VmZZVbf5w8PfEODsYrOBivOnXwqVuXoM6dCezQAUMFL+ctVB1VK+xRVaRduyxLo69ciXTsWKG76d7e6P37ow0ejD5gAPj6lnNHhcpsQpsJfPr3p5xOOM1Xe7/ihY4vlKo9rekU5LNzkdQM5NNfozV6EdzqlK7NSZPgzBmUb79FMplQHngA85Yt0LhxqdoVBKFqstapAYfUqqlI+Qsw9+zZs1zOm512lQELB5CQmUCHwA4sGr6IOl6le65G15EuLEM59AZS6qnrm5HRQx5Hbf4GuDpgxFBpaJpl5POXXyL/+WfBm/v1s0zV6t9fTNUSBOGWpGuadVROUk6Ik/9y+tWr5dYfSVHwDArCq04dvOvUwatOHbyCg20u327Lnwtlo0qEPfKqVdSZPx/nnTuRingg6iEh16dnde0KxkowTFqolDycPJjaYypPrn6Sd7e9y+iWo6nmWooVdVxqoYU+g3JiBpJmQjn6Lmr7r0rXSUlC+/xzpOho5HXrkBISLEuyb9kC/v6la1sQhKont05N7uUqLH8B5ryXlREjCVNVlBEjHRpoZaddIfH47+hqFp2COrFyxEq8XUr3Qlq6uhX54H+Q43fZbNeChqG2mAZeTUrVfqklJyP/+CPyrFkFahfq7u5oo0ejPf00NKngfgqCIJSSKS3NGtrkD3Gso3JMpps35CDO3t6WICdnVI411Mm57hkYiGyoEm/DhSquSvyWOY0di3NKis02XZLQO3VCHzLEMj2rWbPKtaqFUKk92upRvtjzBYeuHGL6tul83Ld0U6+0xpOQT3+DZE5GipoHTSaBR2jpOmkwoC5ciNSrF9LBg0hnzqAMH466fj2IwmuCINyKkpIIkxXQ1JK34e3NRlUlLKcmnyXoWWYNelaNXIWXcymmKSUdQjn0JvLF1Tabtep3obV6D93vzpK37QinTiF/9RXyDz8g5X/tFBJimao1Zgz4+FRM/wRBEOygaxqply4VDHHyrGaVERdXbv2RFAWv2rULDXFyv8SoHKGyqBJhTy7dzQ29b1/LCJ6BA8UIB6HEFFnhw94fMvDngXy19yuebPskjfxKUYjS2Q+t0QsoR6ch6SrKkWmonX4ofUc9PTEvW2ZZkv3CBeRdu+Cxx1B//lkMtxcEodTyT6mqbHILOJ9r6ISfU/GW/FYXL2JjeDg9pk5l/6X91qDH4F6rdEFP+nmUw1ORzi2wLqMOoHs1Q205HT1gUMV96KRpSBs2WKZqrVlT8OawMLRnn7W8dhILUwiCUImYUlOLnFqVHB1NckwMWnZ2ufXHxde30BAnd5SOR0AAsngeFaqIKhH2mMeMIbpJEwIffhjF3b2iuyNUMEcN8+8d0ptBoYNYHbma1yNeZ8n9S0rVL63RC8iRs5BMcUjnF0GTyeDdvFRtAlC7tiXw6dULKTUV+fff0V9/He3990vftiAIVdqNwhprnZ8b1PjJP6WqrNn7/F1oAed8I3cKW9GrZ8+e7L+0nwELB6CrWRg9AvBuPLRkQU/WVeTjHyNHfomkXS/OqbvWRm3xFnrdh0GqoBf+qanICxYgf/kl0okTNjfprq5ojzximarV3AF/iwRBEOykqSqpFy/ecFROZkJCufVHNhhsRuDkn2rlVacOzp6e5dYfQShrVSPs+fBDUk6eBLGsnACOGeaP5U3Se2Hvse70OlacXMGWc1voXrcUK14ZvdCavIJy8D9I6ChHpqJ2+aVUfbRq3Rp14UKUe+9FUlWUTz6BevUsS+MKgnBbUkaMRFZVlNlfFx6c5Nb5qUw1fm72/J0vyClM3pE7UHgg5N3Em/4L+5OYmYjRI4BqjYehK3bW8ks+jnLy/ywjefKGPEZftKZT0EInglJBU2rPnLFM1fr+e6TkZJub9OBgtIkT0R5/HKqVoh6dIAjCTWQlJxcZ4iRHR5Ny4QJaIasllxVXP78bjspxr1lTjMoRbitVIuwRhLKwadMmpvaayoQ2E5i9bzZvbn6TzY9uLlWbWoOJyCf/DynzEvKFZagJ+8C3rUP6qw8YgDpzJoannwZAfvFF9OBg9EGDHNK+IAhVR5opjYumWHSXbH5wyiB6+3tcS7/G4NDBhIWEFauNsiqGXBr5g5yS2HdxHwN+HkBiZiKda3fmVM1WyAZnVF27+cG6jnR1M/LJzwrU5NFlF7SGz6I1eRWcKmCVT11HiohA/uILpFWrkHTd5matRw/LqlpDhoAo/CkIty1NVVFNJlSTCS0723rZZlue7VrubdnZlst5b8t3fEZCgiXQyQl4ssrxwwTFyemmo3KcxAwQQbAhXg0It73Xu77Ot/9+y86YnRy4fIDWNVuXvDGDG1rT11D2vwiAcvQd1Lt+c0xHAX38eNTTp1E+/hhJ01Aefhjzxo3Qpo3DziEIAhw4cIDGjRs7rL3Vkas5cvUI/m7+1HCvgb+bP/7u/tRwq4Gr0XZ0SHJWMjHJMVxIucCFlAvEJMcQ2/AYMc4mLjhnEuOUScIMX+iQ56DN4QB8sfsL3u75NpM7T755pxw0StLRSrMU+96Lexn480Br0LNyxEq6/jOjwDSvArRspOhfLCN5Ev+1uUk3eKLVH4fW8Hlwq13ivpVYWhrywoWWkOfYMdu+ubigjxqF+swz0KpV+fdNEIQS08xmMhISyExIID0ujsuHD6P++y+m5GQyExLITEwkMyGBjIQEspKSyE5LKzKUyRvM6Foxgu1KyLV69SKXIfcODsbd3x9J1KsUBLuIsEe47dXyqIVrtVBSrh2n76onuDL2n1K1p4WMQz72IVJmLNLFdZCdDMZSrPySv/3p05GiopCXLkVKS8Nwzz2Yt22DOnUcdg5BuN0dOHCABx980Hq9NIWMP/77Y/6z8T9F3u7p5Im/uz9G2UhsaizJWckFdwoouMnDrFDH5EJQljO1ew4lJSuFpceX8uamNzl85TDfySquVL3h6vl/zsUJf3r27Flo0OPp7Fl43Z9cqZHI5xchn/kOKeOCzU26W7BlJE/IWIc+hxdbVBTy7NnIc+ciJSba9q12bbSnnkIbOxaqVy//vgmCAICanW0JZvKEM5kJCWTkXs6zLTPfNlNqakV3v9woTk7WaVWFBjp16mB0c6vobgrCLUeEPULlV4waDqWlVG8C146TdOUwqaZUPIq56kvhjTmj1b4HJXIWkp6NdGktep0Hb35cccky6ty5EBuLvHMn0sWLGIYNw7xpE3hVwBsSQbgNlLSQ8bwD86xBz6DQQaiaypX0K1xNu8rltMtka9mkmFJIMdkuke3j4kOQZxC1PWsT5GX5vmfjHp4Z/Yxlu1dtfIeNsNTk0VTUj74B4Jt93/Diny+y+OhiIlt78tuxNtTOtLNWTSVTnJ+7VxMva9DTpXYX/hjxB57ORRTZzLiAHP0r0vnFyAl7C9ys+bZDa/Qieu37QK6Al0lHj6K8+y7SkiVI+T6h17p2tUzVGjZMTNUSBAfRNY3MxEQy4uPJiI8nM/d7IYFN/hAnOy2tortfKbj5+xc5KserTh3ca9QQo3IEoQKIVwpCpeeIGg43Y/SsjeLig5qZyOIjixnXZlyp2tMDh0LkLADkCytQHRn2ALi6oi5ditStG9Lp00iHD6OMGoW6bBkYq/YbO0GoaG22TcWtTgpttk3lYI+3S9zO8hPLeWq1pYj6pDsn8V7Yeza3b9y4kbZd2nIl7QpX06+SZc4iyCuIIM+gQgPn8A3h9K3f94bnbJjUkLWj1jLitxHsJY5Od/zN0iOtbGZ8WZVDkF4e59x7cS8DFg4gKSupyKDHVclAOvMt8vnFSFe32CydDqAjoQcOQWv0Enr1uypmCfUjR66HPHnq8ehOTugjR1qmaokpu4JQJF3XyU5PJyMuzvKVE9pkxMeTERdnCWtyt+e5PTMhocpOfSoJxckJ2WhEcXKy+ZINBtvrefbJvezk7m4T4njXqYNn7doYXSuoWL0gCDckwh6hSihNDYfikCQJN/+WpJzfyjf7vyl92FOjG7rRFyk7AeniGlCzQHF2UG9zVK+OeflyDN27I8XHI69fD889h/rVVxXzRkUQbhHx2WnEhTohZZf8E9tNUZt4eNnDaLrG460f591e7xbYZ/PmzYSFheHj4kMjv0b2nyRfcNJ6Szgex+NJVaqx4/Ed3PdRWw67p9Gr9V6+OjSf0S1H2xxeHkE62E6Bc/Q5V5xcwbg/xpGUlcRdte9ixYgV14MecypS7B/I5xfz36Z/Iu8tuCKM7tMGLXgEWp0HwK2CpsIePmwJeZYutQ15atRAe+YZtPHjwd+/YvomCBVENZmuhzL5QprckTfpOdsy8wQ6qslU0V0vEYOLCwZPT9yrV8fV1xcXHx9cfH0tXzmXnT09UYxG5LwhTWHXCwtycrbJBgOSeI0oCLcNEfYIVYLNMP5CPhkuTT2NXG7Vm5ISvYP9l/az9+Je2gW0K3ljshE9cBDSuZ+QzClIVzeh1+pfqv4VqlEj1KVLUfr3RzKZkOfORQ8JQZsyxfHnEoTbVOst4XjUimfZlnAOdL95SHEm4Qz3LbkPk2piWKNhfDnwywIvrh2xElb+4CTOlEpiIxdUUyohPiFs+7c9jzY5ygq/q4z7YxxHrhxheq/pKPL1586yDtKh4BQ4R5wzm2yeXfMs3+y3TF/rWqcryx9cjqeTO9LF1cjnFiLFrkRS0wscq3s0tAQ8wSPA03FFuO126BDKu+8iL11qs1n390d7+WW0J58EsbKMUMVZp0jlDW2KMeqmKtazMbi62oQzroUENvlDHNecy5LRyIkTJ2jcuDGKWBpcEAQHEWGPUOUU9slwSetp5CUbXXGuFkpW3Am+2fcNXw/+ulTtaYFDkc/9BIB0YUXZhD2AftddqN99h2G05VN75c030evVQx8xokzOJwjCjU3+azIpphS61O7C/HvmYyis7ks5rITlqRpYeuwO3qpziul1o/jkn0/YcmILq8euxsfJAylmKb2rH4RDfwFSzojAnC9JLmSbBMiFbMuzfyHtdKq2F/n019ZtYSEucHENOFdHd64OLrVAKf4UgAOXD/C98Xvi9scB8PKdL/N2t//hHLsM5fgHSMnHChyjuwah1XkQLXgk+NxRsaMfDx5EmT4d+fffbTbr/v5or7yC9sQTIAqVCpWIrutkp6VdLzSclFSw4HCey9ZAJ2f/qjRFyuDigku1atYQprARNoWGOL6+GJxLPoJbVSvXqoiCINwaRNgjVEll9Wm0q38LsuJOsPjoYj7s/SHeLt4lbkuv1Q9ddkHSMpFj/0BrOzPnDZHj6SNGoEZFobz5JgDKuHGotWvDnXeWyfkE4XZyw9Wc8vnr7F+sOLkCRVKYNXAWLgaXMu3bzZ4LZSTePteApi+8w+gVj/Fv4h7e+CGEmYG+GDNjyrRvuYYFAvv+LPJ2HRnd9w70Gt0tU2CrdwUn34L76Tpf7P6C/0T8B5NsIsAjgO8Hf01v+SLK+nZIaadt93fyQ6s9HD14ZE4dngouDnrggCXkWbbMZrNes6Yl5JkwQYQ8QpnRVJWspKQCwYzNalF5Qpys3GW/cy5r5oLTICszSZYtoU21arj5+eFarZrles5l61fe635+YkUoQRBuKSLsEaqk0o7iKYrRI4Bm1Ztx9NpRFh5eyMT2E0vemMEdvWZvpIurkDIvIcXvRvfr5LjO5qNNnox09qxlmV6TCeW++1A3bSqz8wmCYMusmZm0fhIAE9tNpFmNZmV+zuI+Fz7Y5B72HL+DF7L2Us+QBpmVZwUZCQ0pYR8k7IOTn6EjgXdLtNzwp0Y3rpg1xq8cz9rTawG4t+EA5jbrivexZ5Ayom3a0/y6oDWZhF5rAMiVoGD9v/9aQp7ly20267VqWUKe8eNFyCMUi2oyWUfLZOUGMzcbaZNzW1ZyMuj6zU9SCTl7eV0PZfz8LKNrCgtt/PxwzbnN2ctLrP4kCMJtT4Q9gpCHJEk80fYJXvzzRb7Z/w1PtXuqVIXstKB7kC+usrR9YVmZhj1IEurMmRAdjbx+PVJ8PMZ77kH59tuyO6cg3IKqGd25Yk7C31jE0t1FmLNvDkevHcXP1Y83u71ZRr0rmp+TBx5H4kltXu36RkWFxjEYVjflUzXa5q/++nRIq/s4g5uOtMxq0jV+/OEHHn10NKBbvnQd0HK+F2/b0aNHaNasKeg6Lxz+CUWS0HWNT5uPBF1HUtMg6xpkXUPKuoaUfAwp+Yi1XxI6JB1ESToIkV9YtqkyL2VqDPFX6FC3Dx0y9iMdXWtz/zX/3mjN/oNevVvlKFK/f78l5FmxwmazHhBwPeQRK9jc9jSzmZTYWJKjo69/xcSQEhNDes5KUbkjbbLTC9agqkoMLi7WkMYlT0jjdoNRNy6+vihilVFBEIQSEWGPIOTzUIuH+M/G/3Dk6hF2xuykS50uJW5LDxyEjoyEhnxhOVrLd8v2TYjRiLpwIVKvXkiHDyOfOUPIiy/Cpk3gUXApZ0EQCtrfNdxaKLO44jPimbrVMs0rvHs4vq4FpyGVNZvpZlo2NItGanUOyT0LMq7vt8EQzA65OeGn1sCF7xmTqvHFgC9we3gMwaqKvPe7EheNBlj0XThTB4wCYMmpvSiSjKprfFLvUQAKHVuQdQ3p2jakq9vQL0egJB+2WR49UNEIdId+qJC4zuZQLWAQWtP/lG2Ybo/9+1HeeQf5jz9sNusBAWivvoo2bpwIeW4Tuq6TERdnDXGSoqNJyf0eE0NSdDSpsbFVqqYNkoSLt7dldaic7y4+PjYFiIuaKiWmSAmCIJQvEfYIt6UbrYTj4+LDiOYjmHdgHnP2zylV2INzDfTqdyFd24qUGgkpx8GraSl7fxPe3pYl2bt2Rbp4EfeDB1HHj0dbuBDEkGZBKBPTtk4jPiOe5jWaM77N+ArrR8+ePZGu7UTZ+zRS55M2t60zhvCZa0f2Kf5E956BW8DnTPlrCj8c/IGT8SdZmq4QprqBpnLg8gFm7JzBpnObaOXfil71etE7pDeta7ZGtqP2TaGjjfJJNaWyPWYvm879w+ZzO9h36Qiekk5XV+jhCne6QBs3Zzz0LOsxOhJ67eGoTadYCi5XBvv2oUybhrxqlc1mPTDwesjjUrY1nITylZ2ebjMaJ+n8eevl5PPnSY6JwZyRcfOGyplsMBRcIaqIy865K0blLv8tpkcJgiBUGSLsEW55rbeEE2eyLOHp5+RhWTr5JivhPNHmCeYdmMeSY0uY0WcGfm5+JT6/HjQUrm0FQL6wAq2swx6AOnUwL1uGISwMKS0N5bff4I030N59t+zPLQi3oBsVQj5y9Qiz984G4OM+Hxe++lYxRERElK4emSmR3l5LUSK+sdmsR9XAPH4lj+5dgCLJoGtIksQLHV+gafWmPPz7w+yM2UnHts5Mj2rIouoXWfNdB+vx68+uZ/3Z9RABfq5+9Kzbk94hvQmrF0Z93/o37NKB7lOJUCPo1b3g/TqfdJ7XI17nt+O/YdZsi7/W8A0lsG4vAuv2ICS4B87u/mRnXbWstJURg16tfcUum56HtHcv8rRpyKtX22zXg4IsIc/YsSLkqYI0s5nUixdJyje9KjlPoJMRF1dh/TO6udkGMrlhTN6wJnfkTb4Qx+jmVqop6oIgCELVIMIe4ZYXZ0q1vMHJuVwc7QLacUfNO/j38r/MPzSfFzu9WOLza0FDUQ68CoAUuwKaTilxW3Zp04bsBQsw3ncfkqahzJgBISGWFV8EQbBLUSGMruu8uuFVVF1lWKNhhIWElfgcmzZtKlnYo+tIMUtQ/p2ElHnp+uZ4H3btaUWH5OrwahtgQYFD+9Xvx7bHtjH81+Gcij/FmMaHAZAlmfua3MfjdzzOsavH+CvqL7ac30JcRhxLjy9l6fGlAIT4hBBWL4ywemH0qteL6m7VC5wj/33KNGfyyd+f8MGOD8gwW0Y91POuR4+6PehZryc96/YkyDOo4P108Ud38bf/51NGpD17kN95p/CQZ/JktMcfFyFPJaXrOhnx8dYpVflDnOToaFJiY9HLcTlsg6srXnXq4FWnDt516uBZuzbu/v5FjrhRnJzKrW+CIAhC1STCHkEohCRJ9HDvwb/8y5z9c3ih4wsl/xTMPQTduxVS0kHk+N2oGRfAtZA3MmVAGzCAC1OmUPu99wCQn38ePTgYvX//cjm/INzqVp5ayYazG3BSnPig9wclbqewqaXFGumTdhZl3wvIl64XK9YNHmgtpqI1mMjy2Gm0nXPjJeMb+zVm+2Pbeey/TdngG8+jlwN4eeoGQquFAtAnpA/PdXyObDWb3bG72Ri1kY1RG/n7wt+cTTzLd/9+x3f/fgeAs3tN3Dzc+XLOcu4JaI+T7ISTYvkyKkYMsoFFRxZxNvEsAN3qdGNG3xm0qdWmpD+6cift3m0Jedassdmu166NNmUK2mOPgbNzxXROACA7I6PgaJycECfp/HlSYmLKtdixJMt4BgXhVbu2JdCpXRuv4ODr14ODca1WTYy2EQRBEBxKhD2CUATlmIKnpyen4k+x+dxmetbrWeK2tKChlpVlAPnCH2ihTzmolzcXN2IEtTIyMHz2GZKqoowahTkiAlq3Lrc+CEJlljvV0zrNs5iyzFlM/msyAC92evGmU5puqJCppTcc6aNlI5/6HPnI20jq9ZogWuAQ1Db/B251Chxyo/o5Pi4+/HHkDsyyhEHTUXOCnryMipEudbrQpU4X3uj2BqmmVLae32oNfw5dOURW2mWyAK7Cj1ePFnl3gzyDeD/sfR5s9mCVeYMr7dplCXnW2q4CptepYwl5xowRIU850FSV1IsXC47GyQl0kqKjybh2rVz75Fqtmm2Iky/Q8QwMRDaIl9yCIAhC+RJ/eQShCM44M6r5KL7Z/w3f7P+m9GHP0XeAnKlc5Rj2AJinT0c+dw7599+RUlMx3HMP5q1boXbtcu2HIFRGuVM9izvNM9fM3TM5nXCaWu61mNK57Kdn5tYNkuJ2oeydiJR0yHqb7hqE2uYz9KBhRR5vs1pXEQzIwPXA6UajizycPBgYOpCBoQMBuJx6mearJoCaiaapvN5gICbVRJaahUk1ka1mY1JNBHsH81S7p/BwqhorBEr//GMJedbZrgKm16mD9tpraI8+KkIeB9F1ncyEhAKjcpLyTq+6cKF8p1e5uBQZ4uROu3Jydy+3/giCIAhCcYmwRxBuYELbCXyz/xuWnVjG5dTL1PSoWbKGvFuju9VFSj+HdGUTmBLByceBPb0JWUadNw9iY5H/+QfpwgVL4BMRAZ6e5dcPQbhFXEq9xHvbLdMj3+n1Dp7OZf846tW1LfK+F5BPz7YuS64joYU+g9biLTB6OfR8rbeE43E8nnPqymKNeqrpURMXv4bWpdZf6fyKQ/tT3qS//7YUXl6/3ma7HhyM+tpr6I8+CqJuil3MmZnXlyDPWb0qdwny3IAnOy2t3PojyTIeAQGFhjjewcF41q6NW/XqVWb0mSAIgiDkJcIeQbiB1jVb0ymoE/9c+IcfDv7A5C6TS9aQJFlG95yaiaSbkS6tQQ8e5djO3oyrK+rSpUjduyOdOYN08CDKQw+h/v47iOHlwi2m1Ctb3cT/Nv+PFFMK7QPa80jLRxzefust4XjUimfZlnAOdHsL6cLvKPtfRsqMte6j+7RGbfeVZWWqMhBnSiWxkQsKxS9ufyuQduywjOTZsMFmu163riXkGT1ahDyF0FSVlAsXiD94kGOHDpEWG2sJcfLUy0m/erVc++Ti62tTF8erdm1L8eOcIsgegYEoRmO59kkQBEEQyot4hycINzGhzQT+ufAP3+7/llc6v4Kcs7KXvfSgYXBqJmBZgl0t77AHwN8f8/LlGLp3R0pIQF63Dv3559G+/BLEJ5fCLcSela1uVMumMHsv7uWHAz8A8EnfT0r8nHAjuUFLrcyLKNuHI19cZb1NV9zQmoejNXwObrLMe/4l42+0hPztTtq+3RLy/PWXzXa9Xj1LyPPII7dtyKPrOllJSbZTqvKEOLnTqzSzudz6pDg7W6dR5Z1S5Z27rU4dnDyqxlRBQRAEQSgLIuwRhJu4v+n9vPTnS0QlRbH/0n7aBbQrUTu6Xxd0Jz8kUxzSpXWgZoJSAcvyNm6MumQJysCBSCYTyrffQv36aK9U7SkXgmCPvCN/ilPLJleaKY3HVjyGjs6o5qO4s/adZdI/Rdd4IvNfXs34Gzkp27pdCxhkKcDsXrdY7eQPvEoz2kkZMRKSkixXvL2tq4ZVabqOtHkz8vvvI2/caHtTSMj1kOcWH/1hzsy0BDeFLEGe+2VKLcfRXZJkmV6Vb0pV3iDHrUYNMb1KEARBEG5AhD2CwI0/2XczutEnpA+/n/idVadWlTjsQTagBw5GivoRyZyKdGUjesCgUva8ZPRu3VDnzMEwZgwAyuuvo9erh37//RXSH0Eob/aM/MnrlQ2vcCLuBAEeAXzc9+My6BlI8XtZm/ILrdTrU150lwDUNp+gBw2vuFF4SUkgK9cvV2WZmUiLF6N8/jnSoUM2N+n166P+5z/oDz10S4Q8uqaReulSoaNxcuvnpF+5Uq59cvb2Lhji5CmC7BkYiHKbjqISBEEQBEcRYY9Q5SkjRhKmqigjRpb4k+b8n+yr2dmQmUnqxYtkZ2TQT7qDXTG/88+qxZxO70h2errlKyMDc0aG9XruZXNGBmp2Np6BgXjXrYtPvXqW7z79cONHIGcqVwWFPQD6qFGoZ8+ivPUWAMrjj6MGBaF37lxhfRKE8mBTD8eOpdaXHlvKd/9+h4TEvKHzqO5W3bEdM5iR2pxC+esuWqEBoAF6g6fQWk4Do7djz3c7ungRefZs5G+/RcpXP0Zv0MAS8owaVaVCnsyc6VXWECfPEuQpOaN1tOzsmzfkILLRWOiUqrzTrZy9HFtMXBAEQRCEgkTYI1Q52RkZZMbHW4KW9HTU8+cJ0XVOmc1kLVlSIITpdHQHTlkqhiwzclY2S795EPO//5KtaZhVFdMdd2DOyMDpyhU+/vJLstPT0cxmnIHPP/3Uet4JAJxi8adDS9V/d2/wqQ4+NX/Cq4sv3iH1rWGQd926GMpxCV/tP/9BOnsW+YcfkLKyUIYPtyzJHhpabn0QhPKWWw9HzVN0+Ga1bM4lnWPimokAvNrlVXrVc3Dx5+CrSF1OILlnWTcdVfx4xS2M5W0/d+y5bkPS3r3In3+OtGQJUr7gQ+vQAe3ZZ9EfeKDSFas3Z2VZA5u8IY7N9KqUlHLtk3utWoWHOMHBeAQGEh0fT5OmTVEUpVz7JQiCIAiCrcr1qkYQyBlyfvEiCWfPknjmDIlRUSSePWv9Sr14seiDH3qowKb8k65OcMJ2w9GjAEhAFmUvLcnydeF0FuwoOA3EIzAQn3r1ro8GCgmxjg7yqlMH2ZFvRiQJddYsiIlB/usvpLg4DEOHWgIfPz/HnUcQKtjNVue60W1mzcyY5WNIzEykY2BHwruFO65jbpko2+9H7nvQuklXXJnm1IZvXdqShahJUmJmM9KyZcgzZyLv3Glzk24woA8fjvbcc+idOlVI93RNI+3KFctUqkKWIE+Ojibt8uVy7ZOzl5dtiJNvSXLPoKAbfiChqipSYmL5dVgQBEEQhCKJsEeoEFkpKYUGOYlnz5IYFYWaVR6xS+WUGhtLamwsMTt2FLhNUhTL0rH16uFTt67le7161u8eAQHI9n6aajSiLlqE1KMH0tGjSJGRKPffj7pmDbhUQAFpQSilwqZ2lrRGD8C7295lR8wOPJ08+XHYjxgVB0zxkXRoeg6pbSRSrGrdrEf7YX5yB1/u/AJFkkHXSn+uMtR6SzhxplT8nDzsmhJXpuLjkefORf7qK6ToaJub9GrV0MaPR3vqKahdu0y7kZWcXGSIkzvlqtynV+VZtSpviJO7zcVbTBUUBEEQhFuFCHuEMqGZzSTHxFwPcM6cIeHsWZKiokg4e5aMa9cquot2U1xdSCETs5NE3ZqhOLm5Y3Rzw+DqitHVFaObm811gKToaJLOnSMxKsohBTB1VSXp3DmSzp3jfCG3y0ajTY0gr7p1STca8UhMpFqDBrj7+xe+eom3t2VJ9m7dkC5dQt6+HcaPR/3xR5Adv6y0IJSppCTCZAU0S4hS0ho9ANvOb+Pd7e8C8MXAL6jvW7/0/UvYj3T3bqQa16ff6JnOHN7XkuaxdeDlkNKfoyS8vdmoqoTZERjHmVJRJJk4Uzmu1FSUo0eRv/wSecECpIwMm5v0Zs1Qn3vOUo/Hza3Up1JNJtvVq3Lr5eRZzSorObnU57GHe82ahYY43jmX3WvWRBLP54IgCIJw2xBhj1BiWcnJxEdGknD6tHVETm64k3z+PJrZXPadkCSMsmz5UhQM9ephdHXFkBO8GF1dWZl0HNXFiNnZQLazwgtNh+D000KMBgNGSUJ5478Y3dz46ZdfGD9xIkZXV5yffwGDwYhRAnnlHxhyRriEzAwhNjWWlSM/pV/9fnZ1NTs9ncSoKJKiokje8CpJZ06ReBUSspqQGH2ZzISEUv84tOxsEiIjSYiMtNm+J+e7wdX1ehiUd3RQzlQx199/x9i7N1J6OvIvv6CHhKBNm1bqfglCRSqsRk9xxGfEM2bFGDRdY3TL0YxqPqp0HTGnIh95G/nk50g1ro/YUetPQGv5Dj9HfsbUTytudIy6eBEbw8PpMbXkffBz8rCO9CkXmob055+WqVrr19vcpEsS+sCBaM8/j96rV7FWMTOlpZF+5Qrp166RlvM9/coV63Sr3EAn9dIl0PWyulcFOHl4WIKcnNWqvHJWsPLMKYLsWbt2udZ7EwRBEASh8hNhj3BDprQ0EiIjiY+MJP7UqeuXIyPLfKlWg4sL3vXq4Vu/Pj4hIZY6NiEh+ISE4BEYiJOHB4qTE4aBgyzLAWsq6to1Bdp5ccMky3QIQNU1lvR5A2Xb9uvHPPggAPru3dTOWYlKcXO7fnvOKB2AQaGD+Pbfb1l9arXdYY/RzY0azZpRo1kz5IZnUP592dKn5iPRmr1OZlISSVFR1pFASefOWUO0pKgoTKml/+TcnJFB3PHjxB0/XujtTp6e+NSogc+5c/gCPh98gGdSEt7jxuETEiJWUBEqndxpRECxpxL5OXngcSSe1ObVitxH13WeXvs00cnRhPqG8lm/z0rVT+niapR9zyOlXx+Tpye4o29rgvbjl6Vqu6zk/pzONXQqdnhTblO5UlOR589H/uILpFOnbG7SPTzQxoxBe/ppsmvXJv3qVdL37SP96lXbAOfqVevl3HDHnG9EUHmQDQY8c6dS5QtxcqdXOXt7Fz4qUxAEQRAEoQgi7BEwZ2aScPp0oYFOamxsmZ7bMyioQJDjU78+viEh5T7k/Gar8QAMapgT9kSu5tN+n5b4xbcWNNQa9kixK6DZ67h4e+PSujU1W7cusL+u62TEx1sDoKSoKBLPnbN8zwmGHPEmxZSSwpWUFGxivNmzLV+Aa7VqllXD8tUKyh0tZHTA9AhBsEfuNKLcy8VxoPtUItQIenUvuobP0nNLWX5yOUbZyIJ7FuDp7FniPsqnv0bZ95z1ui67oO8KgiMhYC6/0SH2OtB9KuF/hTN1Yk6A8+7Aiu0QYD55kszPPiNj0SLSU1NJB9Jyvzw8SKtThzQ3N9JXryb9hx8cEpKXlpu/f4EpVXkLILvXrGl/rTVBEARBEISbEGHPbUI1mUg8e5b4U6esQU5uqJMcHV1mw9GdPDxsQhyfkBB8Q0KsIYGhEhUALk7x1l51e+GsOBOVFMXRa0dpXqN5yU7mFozu0wYpcT9ywj7U9PPgFlzk7pIk4ebnh5ufHwFt2xa4Xdd10q5csYQ/Z89aRwclRkVx9eRJMi5dckgh0Iz4eDLi47m0f3/hd8vfH5969fAMCsIzMBDPwEA8AgLwDAqyfnf2LPmbZkEolmLUnrnR4/3YtWPMODQDgGk9p9E2oOBjrrikCyuQ971gva7590ZtNxNlznM59bDUog+uwtTsbLLT0zGnp5Od+5WRUei2AvukpV3fLyMDU2oq6dHRpF++TNaNpgenpsKxY+V3JwGju3uRIU7uSJ3K9HdOEARBEITKz2Qyce7cOUJCQjCUYiVmEfbcQjSzmaRz5woNdJKiotC1MljVRZLwDg62jsbxyQlycqdeufr5Vc2h50W8WXR3cqdXvV6sPb2WNZFrSh72kDO6J9ESmsgX/kBr+EyJ25IkCY+aNfGoWZOgPMsIq6rKiRMnaBgaSsaVK9YpYYl5p4tFRZEcHe2Q34/0K1duOr3PycMDj5wgqLAwyDMgAI+AABQnp1L3R7g95a89U5xpW7kyzZk8uuJRMtVM+tTrw4udXixxP6S4v1H+fgQJy2NLbfwKWsvpxaodU5Z0XcecmWkJVXKClez0dExpaciRkRxbssS6Tfn7b7a8/TbZ6emoJ45j0nSyVRWzasbUrx/DLx7DmGXGkGXmc64fV56rTJUFxckJN39/3KpXxz3nu2dgoE3NHK/gYFx8fKrm3zhBEARBECqd9PR0pkyZws8//wzAnj17qFevHpMnTyYgIICXXnrJrvZE2FPFaKpKcnS0zVSrhJzpV4lnz5ZZUWTP2rWpFhqKb2gofg0b4hsaSrXQUHzq178li0LeqFDpoNBBrD29ltWRq3ml8yslPocWNBTliKV9KXYFlCLsuRk5Z8l2r9q1oWvXArer2dmkxMTYTg3LHSW0bx8pWVkO64spNZX4kyeJP3nyhvu51ahhCYMCAy0BUJ6AyL1WLZw8PHByd8eY810uReotVC0RERHWkTm5BYHrnjLZhDl5p2UWmI50A6/99RqHrx6mmnM15gyegyyVcCppykmUbfciaZkAaMEPlSjokbNVUi9dIiM+nszExOsBTVoapvT062FNnu+mtDTM6enXb88T6OReLircNQK///qr9boB2BYRUXjnNm2iVp6rqSTZdd/Kk2ww4FajhvXLPc/lwq47e3mJEEcQBEEQhHL19ttvc/jwYf744w8eeOAB6/aePXvy/vvvi7DnVqDrOqmxscTlqZ+TkDNaJ+HMGVQHvvHOy71WLaqFhlKtYUNrsFMtNBTfBg1ELZY8BoYOhHWwI2YHV9Ku4O/uX7KGvFqgu9dHSjuDdHULmOLB6eYjD8qCYjRap9sVkJ6OPmgQKTt2kAgkeHsTP2IEiQkJDl1WvsBpr14l/epVLh84UKz9FWdnnDw8MLq7W0Igd/frgVDOZWPu5dyQyMMDo5vb9ePyXM/dphiNDr9vQskpI0YiqyrKBx+CtzcHFi8CIHyrbZhTnGmZ+a08tZJZe2cBMK3tNGp51LrJEUXIvIxh61AkUxwAmn8Y2W1mkXH1qnUqpOnaVTLMKhkmE2n/+x8Z8fEYtm5l4T//kBEfzyOxp3FJycQpI5vPmVWyftzCJFm2BDPVqxcYgWNzPSe8ESNwBEEQBEGo7FatWsXcuXPp0KGDzeuWJk2aEBUVZXd7IuypILk1VnJH5eROvUrIWco8Oz29TM7rWr26zcicvN9FLZXiqetdl/YB7dlzcQ/Ttk5j5oCZJWtIktCChqGc/BRJV5Eurkav+4hjO+sIbm5Iy5dTrV8//Pbvh6Qk9L/+wrxxIwQEALbLyiedP09KbCypFy9avsfGkhIb65Cl5W9EzcoiIyuLjLg4h7arODkVCIKMeUOk3ODIze16gJQvcMq9njdUEtPUSigpiTBZsayWl+S4kSQXUi4wYeUEAJ7v8Dx31bzL5nZd18lOSyMzMZGspCQyk5LISkwkMzHRejkrKYnM+MuYIv8gMzGZjDTISDeSkbGbrGSfok/+/vsAKEBUTs2ZW3HdO6ObGwY3N4xubhhdXS3f3d0xKgrG2FicoqIwZmdjBOuXoVEjlIEDcb3zTpswx9XXt1wL+AuCIAiCIJS1uLg4atSoUWB7WlpaidoTYU8ZS4+LKzTQiY+MxJSSUibndPHxoVqeQKdaaCi+OaN1XHx8yuSct5v3w96nz099mLN/DuPajOOOmneUqB09aCic/BQA+cJy1MoY9gB4e2NeuRJDWBjSiRNIp09jGDQI819/QbVqNsvKFyU7I8MS/Fy8SMqFC7aX8wRD5szMcrxjN6eaTKgmk8PDKtlgsB1tVMjoosJCogIjkfIGTu7uKM7OYgRDYXSdrORkS1iTG9AkJZGZmEhGYgJzts6k3aU4gqRqdNx3lu2Xn+Tv7GzrPpmJiehqSYopZ+d8VW65oabR3d3yO+bujsHNjZTMTGrVqYPR3R3nTZswKgZLOCNJKM8+g9HNjeWrVzNy9GjrMdYgJ0+4Y3BxKfh7GRWF/OmnyN9/j5Tnca9LEvrw4aiTJ0ObNuX8kxAEQRAE4Xby3XffMXfuXKKjowHLKJpXX32Vvn37ApCZmckbb7zBb7/9hslkIiwsjBkzZuDvf312R3R0NJMmTWLbtm24u7szcuRIwsPD7S6ufMcdd/Dnn3/yxBNPAFhfO82fP5+OHTvafd9E2OMAmUlJ1wOdfMuXl9VoBicPjyIDnSpbFLkK6V63Ow80fYBfj/3KS+teYuPojSX6met+d6I710DKuop06U8wp4Ohkk6Zq1ED85o1GHr1Qjp3DunIEZShQ1HXrgUPj5sebnR1xbdBA3wbNChyH13XyUxIuD4iKG8YlCcUSr96tczqU5UXzWy2hgiOJCmKTfhTIBQqYnpb7vWiprcV+ma9HOmaRlZyMtkZGWRqGpnZZjKzTWT8+COZSUkoW7ey/pVXCo62yQl4nBIT+ThnBE1hQnK+IJ5I/iine2Ufm1FluSNkci/n/T90db0e3Li7W0ad5dmvwP5ubsWqeaUMGGgZUQWgqajPPgvA7+fO0XjYsOLfkSNHUD76CGnxYqQ8AZpuNKKPHo06aRI0bGjXz0YQBEEQBKEkAgMDCQ8Pp0GDBui6zs8//8zDDz/M5s2badq0Ka+//jp//vkn8+bNw8vLi8mTJzN69GjWrVsHWBbEGTFiBDVr1mTdunVcunSJiRMnYjQa+d///mdXX958800efPBBjh8/jtlsZvbs2Zw4cYJdu3axcuVKu+9blQh71JwXg2qJPlV1DFNqKgmnT1unWeXW0Uk4fZr0q1fL5JyG3DfHeaZa5V53r1mzyDdeWlmsulWJKTqADnrRvyN5F5ZXVbV4x+j6DX/n3u35LqsiV7E9Zjs/HfqJUc1Hlaj/Uq3BGM7NQ1Iz0C+uRwscUqJ2CuPwx05AANqqVTj17o10+TLyrl3o991H9m+/gYOWF3by9sbP2xu/pk1vuJ9qMlmK0aamYspTtDZ3W3Z6uuV7YdvS08lOTS10m2oyOeR+VBRdVclKTiYrOdmh7UqyXCAUsgZCeaa3FdiWN1TKCRk0s9k6Yibv99wv6xSpPN9NKSmg6wU7Nn48YPljtnvbtqL779CfRukY3d1x8fUlyWQipFkzXKpVw7VaNfYcOULfoUNxqVaN5y6swOTpSoanM9sHTMfF17fMpv7pFO85wvq8mfMt95ibPVfmkv75B8OMGSj5Xqzo7u6o48Zhfv55CAqybKzAv/dCyVWG12uCUBWJx44glExRjx095zVjcnKyzXtmZ2dnnPMtLjRw4ECb62+++SZz585lz549BAYGsmDBAubMmUP37t0B+OKLL+jUqRO7d++mQ4cObNy4kRMnTrBs2TL8/f1p2bIlr7/+Om+99RavvfYaTna8fuvcuTNbtmzhs88+o1mzZkRERNCqVSvWrVtH8+b2rwJdJcKeM2fOABAZGVmm51GzskiLjib1/HnSzp0j9fx5y+Xz58kso0BHNhpxr1MH9+BgPHK+3OvWxSM4GJcaNQrUJEgH0pOSHFqroqprqqqga6DpnDhxosDtZrMZJWdFHVXXOHHiBI1cXdkiS3TXdE4WcgxA06ZNC20vr7GhY/ni2BdM2TCFxnpj3I3udvffU29LfeYBkHp8AdEpjv9E29GPHZeZM2kwbhyGlBSUiAhS772XqBkzoKJWxJIky+iinBFGMuCc82UvLTsbc0YGakaG5Xt6OuaMDMzp6dcv596enm79frNtWlUPkTQNU0pKmU0/rWoM7u4YPT0xerjjabyMu0sqLm7g5OFEeuAQJJ+6OHl7Y/Tywsnb2/pl9Pa2hjYHDhygdevW1ja3/Pgj3jkvOCLP/4siyai6RkxiIjh4BFhJNHJ1RUlNJcLL0+a502QyFf1cqet47tyJ/3ff4bF3r81NZm9vro0axbWRI1F9fCA1FW7ynCtUDWX9ek0QblXisSMIJZP/sSNJEnXr1qVFixakpqZat0+ZMoXXXnutyHZUVWXZsmWkp6fToUMHDhw4QHZ2ts0qr40aNaJ27drWsGf37t00a9bMZlpX7969mTRpEsePH6dVq1Z23ZeQkBD+7//+z65jilIlwp769etz+vRpQkNDURSlVG2pJhOJUVHWaVfW0TqRkSTHxBT+yXEpyQYD3vXq2Y7QybnsWbs2cinv0+3OoCigyKBqNG7cuODtsQbr8smSnrPP0l/ZNHUqPcLDKXiERWFt5fdOg3dYfXE1ZxLPsPTaUqb3nG7/HVDrol/4D5Kahm/6NtwaNgDZMQ9NVVWJjIx0yGPHRuPGqH/8gTJ4MFJaGt6bNtHik0/InjMHRNHUQmlms3VZ7LyjjYo1Kinfbdl5jjNnZFT0Xat6JAnV1UCKMZtMFwgMqE+D2s1w9vHB2csLJy8vUrKzCQoNxc3X17rdxccHZ29vnL28LNOe1CyMfz+Icvk0ALrRG1PX1ei+bYvVjfzPMU5OTtZtuc9b1uesymDpr2hQ4Lkzb7+tVBV52TIMH3+MvH+/zU16YCDmF19EHTsWH3d3fMqj70K5KLO/OYJwixOPHUEomaIeO7quYzKZOHz4cIGRPYU5cuQI/fv3JzMzE3d3d+bPn0+TJk04dOgQTk5OeHt72+zv7+/P5cuXAbhy5YpN0ANYiyzn7lNcf/75J4qi0Lt3b5vtf/31F5qmWesIFVeVCHty/+MURSnWE6BmNpN07pylfk6+GjpJUVHoZTDNSZJlvOvWvV5DJ8/y5d5164rlm8uSlPOPRJG/H3mncOTuI0lSqf+guilufNz3Y+799V5m7p7J+DbjCa0Wal8jijt6QH+kmN+QTHEYEneh1+hWqn4VOEUxHzt26dIFdckSlGHDkEwmlIULwccH7dNPLSNtBBuKomB0dsatWjWHtqupqu20tPzhUM71G92WNzzKvV5WKwI6ggS4GI24KAacmzbB2dubM7GxtOnc2RrIuPj44OLtbQlnfHw4dPIk3fr2xejlyUPrHmf1mTUYZANzhszh4RYP27SvqionTpygcePGRT9utGyU3Y8gX/4TAN3ggdptJbJfh5Lfr3zPSbmPosr2wr9Xr162/czb76wspJ9+QpkxAynfp2x6w4aor76K/tBD4ORE5bpXgiOVyd8cQbgNiMeOIJRM/sdO7jQuLy+vYtWcbNiwIVu2bCE5OZnly5fz9NNPl6hGTmlNnTqV8PDwAtt1XWfq1Km3ZthTGF3TSI6OtgY6eVe8SoyKQssum9VPvOrUsSmKnFsk2SckBEMRSaFwaxvccDB9Q/qy/ux65uyfwwe9P7C7DS1wKHLMbwBIF5Y7POwpK3rv3qgLFqCMGoWkqiizZoG3N9rUqRXdtduGrCg4e3ri7Onp0HZ1TbMZYZR3xFGhwVHuvvlGKxV2nGww4OLrawllcsIYl5yAJu8oGuttuQGOtzduL7zINkmid1oaeHujLl4EQHh4OENu8HtXN2ee9dtb3mb1mTW4GlxZNHwRA0MHFnlMkTQzyj+PIsdaXgToihtq1xXofp3sb6sK6tWrl+31u+5CWr8eaeVK5GXLkC5etLldb9MGdfJk9HvuAfEmRhAEQRCESsbJyYn69esDlhWx9u/fz+zZsxk+fDgmk4mkpCSb0T1XrlyhZs2agGWUz958U9Wv5pSAyd2nuM6cOUOTJk0KbG/UqBFnz561qy2oImFPzI4dRG3eTGxqKom5xZFPn0bNyiqT83kEBNiucpUb6jRogNHVtUzOKVR+ERERBd7k5Hqq3VOsP7ueBYcW8E7PdzAq9o3k0gMGoksGJN2MfGEFWuuPqszoGP2ee1C/+QbDuHEAKO+9Zwl8Xn65gnsmlIYky5ZVu4qx0po9cj9pKfHKXr8tJSI8nJ4lCBQ3RW1i+jbLVMvZg2eXLOjRVZTd45Bjllquyi6oXX9Hr9HV/rbyyTsfvNJLSEBaswZ55Ur6rFuHVEgtJ61nT7TJk9F7964yz2eCIAiCIAiapmEymWjdujVGo5HNmzczdOhQAE6dOkVMTAwdOlhGc3fo0IGPP/6Yq1evWqdvRURE4OnpafdUfC8vL6KioggODrbZfubMGdzc7F+xuUqEPUvuvdfhRUHdatS4HuTk++7oT8iFiuXn5IHHkXjONXTCz6nkb1w3bdpUZNgzMHQgtdxrcSntEqsiV3FP43vsa9zJF71GD6QrfyGlR0HSQfBpfdPDKgt99GjU5GSUl14CQHntNXQvL/SclZIEIVdFLd9+Je0KY1aMQUfnsdaPlWz1PF1D2TMR+fzPlquyE+pdv6L7F/68YK+inl8qjTNnkFeuRFq5EmnrVptl03PpRiP6oEFor7yC3un2GOkkCIIgCELVNXXqVPr06UOdOnVISUlhyZIlbNu2jaVLl+Lt7c0jjzzCf//7X3x9ffH09GTy5Ml06NDBGvaEhYXRuHFjnnrqKd566y2uXLnC9OnTGT9+fJE1gooycOBA/vOf/7BgwQJCQkIAS9DzxhtvFFg1rDiqRNhTUi4+PtZpVtZROjm1dFx8fCq6e0IZyjsK50D3qYT/Fc7UiWU3tcggG3i45cN8/PfHzDswz/6wB9CDhsGVvwAso3uqUNgDoD3zDCQmouSMuFCeeQbVwwN95MgK7plQ2d1o1JwjaLrGuD/GcTH1Ik38mvBp30/tb0TXkfe/gBw1z3JVMqB2/hm9Vn/HdjZHbkid2tyxNZ7somlIe/cirVhhCXmOHCl0N93XF33gQLS770bv2xe8vMq5o4IgCIIgCCVz7do1Jk6cyOXLl/Hy8qJ58+YsXbrU+tr03XffRZZlHn30UUwmE2FhYcyYMcN6vKIoLFq0iEmTJtG/f3/c3NwYNWoUr7/+ut19mTp1Kg888AAdO3YkMDAQgNjYWDp37sy0adPsbq/Khz1OHh7WaVb5Ax1XP78K+xRZKEfe3pal6PPMo7zRKJxcjp4y8Vjrx/j4749Ze3otsSmxBHoG2nW8FjgEZf/zAMixK9Cav+nQ/pUH7fXXISUF5ZNPkHQd5fHHLYHPkCEV3TWhEsv/eHV0+PPpP5+y7sw6XAwuLLx3Ie5O7vY1oOvIB15FOf215Soy6p3z0QPvdlgf8yuPkLpICQnIP/6I/PXXBYos59Lr17eEO3ffjd6lCxiq/MsJQRAEQRBuQzNnzrzh7S4uLsyYMcMm4MkvODiYX3/9tdR98fb2Zt26dURERHD48GFcXFxo3rw5d911V4naqxKvzhQXF7xq1aJWs2b4NWxItUaNrKN13GvWFIHObS63QKu97Hkz2XpLOB614lm2JZwD3Qt/89XYrzFdandhR8wOFhxawOQuk+3rkFttNN/2yAl7kBIPQNpZcA+xr42KJklo770Hycko335rKdo8ahTqihXolX2KilBpFCesLa5/LvzDm5sswemnfT+lhX8L+xrQdeTDb6Cc+txyFQm141z02vc5pH+Vyv79KF99hbR4MVJGhs1NuiShd+yIPmQI2t13Q9Omog6PIAiCIAiCg0mSRFhYGGFhYaVuq0qEPc+ePcupyMgbL4MrCGUozpRKYiMXVFPqDfd7rPVj7IjZwbyD83i186t2B5F60FBI2AOAfOEPtEbPl7jPFUaS0GbOREpJQV68GCkrC2X4cNS1a0UND6GA4gSpxVHYSL2EjAQeWfYIZs3MA00fYOwdY+1uVz42HeX4R9bravuv0es+VOJ+VjqZmUhLliDPno28a1eBm7WePdFGjkQfNAhq1aqADgqCIAiCINy6vv76a8aMGYOLiwtff/31Dfd98skn7Wq7SoQ9kixXdBcEoVjub3o/L/35EpHxkeyI2cFddewbcqcFDUU5/D8ApNgVUBXDHgBFQZ07F1JTkVetQkpLQ7n7bswbNkCrVhXdO6Gc3WhaVv4gVRkxkjBVRRkx0q5Re/nb13WdJ1c/ybmkczTwbcBXg76yO3xVTsxAOfK29bradiZ6yGN2tVEaZbo619mzyN98gzxvHlJcnM1NupcX2ujRaE88YRnBIwiCIAiCIJSJWbNm8cADD+Di4sKsWbOK3E+SpFsz7BEEezhqpEBJeDh58ECzB5h3YB7fH/je7rAHz6boHg2RUk8hXd0GWdfAuXrZdLasGY2oP/8Mw4YhR0QgJSZiGDQI88aN0KhRRfdOKEd21eRJSiJMVkAruNKTPWbvnc2yE8swykYW3LMAL2f7igZXj1uA8dL1udlq6xloDez7A1taDi9arWlIf/6JPHs20po1SLpuc7PesiXqxImWouoeJV+5UBAEQRAEQSieAwcOFHrZEcSQGeGWE2dKJaaRC3E3mXJVVh5r9RgAS44tISUrxb6DJQktaKjlIhrSxdUO7l05c3FBXboULWf6lnTlCoaBA+H8+QrumFCRNm3aZL3s5+RB7ZOZ+Dk5Llz49/K/vPrXqwC8F/Ye7QLa2XW8cuYbgvIGPS2nV80plbni4pA/+QRDs2YYhg5FXr3aGvToRiPaiBGYN23CvGcP+vjxIugRBEEQBEEoZ9nZ2bRp04YTJ044rE0R9giCg3Wu3ZlG1RqRnp3O0uNL7T5eDxpmvSxfWObAnlUQDw9LgeaWLQGQoqMxDBgAly9XcMeEyuBA96m802R4kaPwWm8Jp/aGSbTeEm7ddqPpTammVB7+/WFMqonBDQfzXIfnit8ZXUM+HI7x3xesm9Rmb6I1ebX4bVQi0t69KOPHYwgJQXntNaQzZ6y36XXqoL79NuYzZ1Dnz7esqCUKLguCIAiCIFQIo9FIVlaWQ9sUYY8gOJgkSYxqMQqAladW2n28Xq0junNNS1uXNoA5zaH9qxC+vphXr0Zv2BAAKTLSMsInPr6COyZUBjearhRnSkWRZJuRekXtr+s6z6x5hlPxp6jtWZtvB39b/Do9aibKP6NRjr1n3WRu9CpaszeKd3xlcvo0yoMPYujcGfnHH5EyM603aX37Yl6yBPOJE2ivvQY1a1ZgRwVBEARBEIRc48aN4//+7/8wm80OaU+EPYJQBgaFDgJgY9RGssx2JrSSjBZ0t+Wilol0eb2ju1cxatbEvGYNenAwANLhwyhDh0KKnVPdbmEREREV3QWHa70lnA214m1G5tyQtzcb3VzB29vuc807MI+fj/yMIinMv2c+fm5+xTsw6yrK5n7I0b8CluXVL9R6FXPzqVVrtEtSEvJrr2Fo3Rp52TLrZt3HB/WFF8g+cgR11Sr0oUPBIEr2CYIgCIIgVCb79+9n5cqVtGzZkvvuu4/Ro0fbfNlLhD3CbaFMV7UpROuaranlXotUUyrbo7fbfbztVK4VjuxaxQoOtgQ+OaMJ5F27UO67D/KMPLid5a1lc6uwt4aWungRG5s3s67EVdyaPoeuHOKFPy3Tr6b2mFr84ujJxzD81RU57m8AdMWd7M6/cs3v4aoT9Kgq8pw5GJo1Q/nkEySTCQC9Zk3UL77AHBWF9tFHkDOyThAEQRAEQah8vL29ufvuuwkLC6NWrVp4eXnZfNlLhD3CbcHhq9rchCzJ9G/QH4C1p9fafbxeoye6wRMAKXYVaI4ZylcpNGyIedUqdF9fAORNm1BGjBAjfCopR482UkaMJOzIUZQRI4u1/4HuU+lzqdoNV9ZLNaXy0O8PkWnOpH/9/rzS+ZVitS1d3ohhY3ektLMA6C6BmHttRAsYXKzjKwNp40YMHTqgPPMM0tWrAOjOzqiTJ2M+etSyfLqbWwX3UhAEQRAEQSiKpml89tlnREZGcuzYMapXr86MGTP48ssvbb7sJcIeQSgjAxoMAGDN6TX2H6w4owdYjpeyE5CubXVk1ypeq1aof/yBnrPqj7xmDYZOneDffyu2X4JNuKOMGIn85axiBzPFkpREWHoGJCU5rMnn1z3PibgTBHoEMvfuucjSzf+0SWe/R9k6BCnb0g/dpzXm3tvAt43D+lWmzp1DGT4cw4ABSIcPWzdr99+P+dAhtHfeAU/PCuygIAiCIAiCUBwff/wx06ZNw8PDg4CAAL755htefbX0C4SIsEcQykifkD4oksKJuBOcSThz8wPy0QKHWi9Lt9JUrhx6x46ov/+OnvOGVIqMxNC1K/JXX0HOstBC+bOZSlYGwUxx2DPt8seDP7Lg0AJkSWb+PfOp4V7jxgfoGvLB1zHseRJJt4yY0wIGYe4VAW61S9Hr8iP98QeGDh2QV14vAK+1a4c5IgJ14UKoV6/iOicIgiAIgiDYZdGiRcyYMYOlS5fy008/8fPPP/Prr7+iaVqp2hVhjyAUQ3HrhuTl7eJtrRuy7vQ6u8+pBwxAl4xATt2eWzAA0Xv0wLxrF1rbtgBIJhPKCy9YpnUlJlZs58pZYYWMb4WCzSV57OSfdllU+HPk6hGeW2tZWj28ezjdgrvduGE1A+Xvh1BOzLi+KfRZ1LuWgqH4/asw2dmWAsz33YeU8/jQAwIwf/cd6vbt6HcVs06RIAiCIAiCUGnExMTQt29f6/WePXsiSRIXL14sVbsi7BGEYihO3ZDC5E7lKkndHoze6DXDAJAyoiHxX/vbqAoaNEDdvBn1+eetm+RlyzB07Ii0a1cFdqx8FVbIuDwKNpd1oHSg+1TeaTLc7sdOXoXV3EozpfHQ7w+RYc6gT0gfpnSZcuNGMi+jbOqDHPMbADoyapvP0Np8ApJS4r6Vm5gYlL59UT75xLpJu/dezAcPoo8eDbL4cy4IgiAIglAVmc1mXFxcbLYZjcZSL8Eu1l4VhDI0oMEAXo94nYhzEWRkZ+BqdLXreD1wKFyyjAqSLyxHqyr1ROzl7Iw2YwZ69+4oEyYgJSQgRUWh9OyJ9s47aC++KN7MloHWW8LxOB5PqrKJA92nWq7XimfZlvBShTP5lUWB9Bf/fJFj144R4BHAvKHzblynJ+kIhm33IKWfA0A3eKDe+RN6wECH96ssSOvXo4wZg3TtGgC6wYD2wQdozz5bdVYMEwRBEARBEAql6zpPP/00zs7O1m2ZmZm8/PLLuOVZaGP+/Pl2tSvePQlCGWpeozl1vOqQac5k8/nNdh+vBQ6xXpZjb726PfnpQ4di3r0brXNnACSzGeW111DuvRdy3ugKjpN/NJG9y6RXlAWHFvDDwR+QJZkfh/2Iv7t/4TuaEpCPvothY4/rQY9rbcy9IqpG0KOqyFOnogwZcj3oCQ5GjYhAe+45EfQIgiAIgiDcAkaNGkWNGjVslll/8MEHCyy/bi8xskcQypAkSQxoMIA5++ewNnKtdVpXsbkGoFXrhBz/D1LSYUg9DR4NyqazlUVwMOqGDehTp6J8+CFgWa1Lat8e9ccf0bt3r+AOlg9lxEjCVBVlxEjUxYsqujuO4+1tKfjs7V2iw7ed32at0/NG1zfoUbdHwZ0yLiCf/Bz5zBwk8/XgSvdpg7nr7+AaWKJzl6vLl1HGjEHeuNG6SRs4EHXuXPDzq8COCYIgCIIgCI5UkmXVi0OM7BGEMpa3bo9egiLLetD1VbnkW3BVrkIZjWjvvIN55Ur0GpbVlaTYWJR+/ZCnTwdVreAOOkbeejkFChlX0EpYZU1dvAh17Rq7AixN11h1ahW95/cmbEEYadlp9Krbi//c9R/bHVNOoOx5EsOqRignP7UGPToyWr1HMffaWCWCHmnrVgwdO1qDHl1RUKdPR/39dxH0CIIgCIIgCMUiwh5BKGO96vXCSXHiTOIZTsaftPt4LWiY9bJ0G0zlykvv1w/znj1oOasxSZqGMnUqyqBBUMrq9BVNGTES+ctZKCNGAiUvAl4aJVkpq7xcS7/G2tNrmbZ1Gm3ntOXeX+9la/RWjLKRx1o/xsJ7F6LIlsLKUvwelB0PYljbCvns90h6NgC67Iza4EnMA4+idvgWDO4VeZduTtOQP/wQpW9fpJzfbz0gAPXPP9FefVXUrRIEQRAEQRCKTUzjEoQy5uHkQffg7mw4u4HVkatp7NfYvgY8G6F7NkFKOY50bQdkXgGXImqU3IoCAlDXrEF/7z3kd95B0jTkiAjLtK5589DzLFNYpSQlESYroBV/lFJERIRDix0f6D6V8L/CmTqx/AKmG7mUeolP/v6EFSdXcCbxjM1tXs5eTGgzgWc7PEuQZxDoOtLlDcjHP0K+YruimG70RmvwFFrDZ8GlZnnehZKLi0MZOxZ5zRrrJi0sDPWHH6BmFbkPgiAIgiAIQqUhPiYUhHJwd8O7AZi1ZxZZ5iy7j9dypnJJ6EgXVzm0b1WCoqC98Qbqn3+iB1qm4UhXr2IYPBj5v/+F7OwK7qBj9MwZwQSAtzcb3VxtatuU9VLsFTXS53LqZSZvmEzjWY35bNdn1qCnYbWGPNTiIWb2n8npZ07zXth7BHnUQor+FcOGThi2DLIJenSXANRW72EefBqt5bQqE/RIu3Zh6NTJGvTokoT6xhuoq1aJoEcQBEEQBEEoERH2CEIx2bwRt9OY1mMI9AjkXNI55uyfY/fxep6pXPKF5SXuR1Wnd+9uWa1rwPVC18pHH6H06QNnztzgyKoh76gddfEiNjZvVq7Fmct7Kpmma0zbOo3GX1lCngxzBp2COrHk/iVcefkKR546wryh83iy3ZN4G52RznyLYW1LDH8/jJT4r7Ud3SMUc7vZmAedRGs8CYz2r1ZQIXQdeeZMlF69kM6ft2yqXh115Uq0//0PFKWCOygIgiAIgiBUVSLsEYRiKs30GTejG//t+l8A3tv+HilZKXYdr/u2Q3fJGdFy+S/Itu/4W0qNGqjLlqG+/z66wTITVd65E0Pr1shTp0J6egV3sHLLWxQaCoaYpQk17ZFpzuTh3x9m2tZppGen0yGwA3+M+IMtj25haKOh+Lj4WHbMTkY+PgPD6kYY9j6NlBppbUPzbYu588+YBxxCrz8WFOdy6btDJCWhjBiBMmkSUs7INO2uuzDv3l11pyYKgiAIgiAIlYYIewShnDzW+jFCfUO5mn6Vz3d/bt/Bknx9KpeWhXT5zzLoYRUiy2gvv4waEYFety4AUlYWyvTpGFq1QvrtNyjByme3gvxhTn75p4LlDzEdWROoKAkZCQz+eTBLjy/FKBv57u7v2DZmG/0b9EeSJMtOaibyyc8wrG6Ecuh1pMxL1uM1/96Yu69F7b0TvfZ9IFWxETD792O4807kZcusm9RJk1D//BOCgiquX4IgCIIgCMItQ4Q9glBOjIqRt3q8BcAnf3/CtfRrdh1/Wy7BfhN6p06Y9+5Fffll6ygf6fx5DCNHogwcCEePVnAPy19Z1/UprejkaHrO78nW6K14OXuxauQqRrccfT3k0VWkqPkY1rZAOTAZyRRv2YyEVvs+svv8jdpjDXrNMMg9pqrQdaRvv8XQvTvS6dOWTT4+mJcuRXvvPTAaK7iDgiAIgiAIwq1ChD3CLaeiiszebEQFwP1N7+eOmneQYkrhwx0f2tW+XqM7utFSrFe6uBq0W6Mocal5eaG9/z7mvXvR+vSxbpY3bsTQvj3y5MmQnFyBHSy58ppSVR7OJJzh9YjX6fhdR45dO0aQZxARoyPoWa+nZQddR7q4GsOf7THsHoeUnlPDBgmt7sOYBxxC7fwz+LatuDtRGqmpKI89huHpp5GyLEXatfbtMe/ahX733RXcOUEQBEEQBOFWI8Ie4ZZT3kVmAVpvCeeN47/Rekv4DfeTJZlpPacB8NXer4hOji7+SWQn9ICBAEjZSUhXN5e4v7ekpk1RV63C/Msv6PXqASCZzSiffYaheXOkxYsrtn8ULxDMyxFTqop7zviMeMI3h9P/p/50/K4jjb5sRLUum2nYbisbfOJLdG5d11l5aiWDfx5Mk6+aMGPnDOIy4mheozlbxmyhpX9LAKS4f1A29cGw7R6k5CPW47VaAzH33Y3a8XvwbFSiPlQKR45g6NIF+eefrZvUZ55BjYiAnN9VQRAEQRAEQXAkEfYIggPEmVKJaeRCnCn1pvv2q9+P7sHdyVKz+GD7B3adRwu8PpVLElO5CpIk9HvuwXzgAOqbb6K7uFg2X76MYfRolCeeqNACzuU9xUoZMRL5y1koI0YWuU9KVgrvbnuXRrMa8d7294g4F8G/l/8lKimKJIOZM64ZDGy5n893fY5uRx2kTHMmE1ZNYPivw1l/dj1g+d3/5b5f2DV2F3W86kDycZQdD2DY2A352lbrsVq1jph7bkDtthx8WpX8B1AJSAsWYLjrLqTjxwHQPT0xL1yI9umn4FyFCkoLgiAIgiAIVYoIewShnEmSxCudXwFgw9kNdh2r1+qPLlveIMqxf4CuObx/twRXV7Q338R88CDaPfdYN8vz5mHo0uX2qeWTlERYegYkJQEg/bqEoHPnkH5dQqY5k893fU6Tr5rw1pa3SM5KpqV/S74e9DUrRqxg65itHN59J2MuB6JJ8MqGVxi/cjyZ5sybnjYmOYaw+WH8ePBHZEnmxY4vcnzicVaOXMk9je/BaLqCsmcihnV3IF9Ybj1O92iIufNi1LCt6DW6l9VPpXxkZKA89RSGsWORcgJGvWVLzDt3ot9/fwV3ThAEQRAEQbjVGSq6A4JwO+oU2AmAM4lniEuPw8/Nr3gHGj3Ra/ZGurgaKeMCUsI+9Grty7CnVVy9eqi//IK2YAHKc88hpaUhHT2KoUsX1M8/R3/0UeuuERER5bISVUXSH7if84f/5dvQJKZ/1YyYlBgAQquFEt4tnAeaPYAsXf8MQMlw57tTzWmd6s4roaeZf2g+u87u4vOhn9Ojbg+bfXNtO7+Nkb+N5Er6Faq5VmPBPQvoE5JTSyk7Cfn4h8gnZyJp10Mj3SUAtfmb6PUeA/kW+LMUFYXh/vuRDh60btLGjkX99FNwda3AjgmCIAiCIAi3CzGyRxAqgK+rL6G+oQDsvbTXrmNtp3Itv8GeQi79kUcsIypatABASk/HMH48ytixkGqZelfWU6xabwlnQ634m9Z1KiuqpvLzkZ9Z4L2AiWsmEpMSQx2vOnw96GsOPnGQEc1HFBreSEi8cCGYVSNX4eviy4nUE/Rf2J+mXzXl3W3vcvzacVadWsVrG1/jrnl30eenPlxJv0JL/5bsfHynJejRzMinv8GwphnK8Y+sQY9u8EJtMQ3zwGPo9cffGkHP8eMYevWyBj26mxvm775DnT1bBD2CIAiCIAhCuRFhjyBUkHYB7QDYE7vHruP0wMHoWJaclkXYU3xNmmDevh11/HjrJnnBAgydO3P/vIkFghh7iynfjD11nUpCGTESZcBAwo4ctanRY5I05taMpeU3LRmzfAyxmbHUcKvBx30+5shTR3j8jscxFBWyeHuDpoK3N71DevP32L9po7bBy9mLs4lneWvLW7T6phX3/novn/z9Cbtjd6PpGqOaj2LLo1sI8QlBurQew/oOKPueRcq6CoAuO6E2ehHzoBNoTaeAwa1Mfiblbv9+DL17I124AIDesCHm7dvRR4+u4I4JgiAIgiAItxsR9ghCBWkfaJl+teeifWEPLjXR/ToDIKUch5QTju7arcvVFW3WLMzz56N7eAAgnTjBomfn0f1MJHFZKdZdy7uYsqNlZGfwZWA0jdptY0LjY0TGR1LNtRpv93ibE0+f4LmOz+FicLlhG+riRahr16AuXgRAiE8IA8wDOP/8eebePZfuwZa6Og2rNWTcHeP4fuj3hLZ/mr/cq/PItskoW4dh2DrYdoWtOg9gHnAYrfWH4FzM6YtVgLRjB4Z+/ZCu5gRad9yBedMmaN68YjsmCIIgCIIg3JZugTHzglA1tQ+whD37Lu6z+1g9aBjE7QBAvvAHWpPGDu3brU4fMQJz27YYHnoI6cABXE0qM/7vL7r8Gw13poCnZ0V30W65gcya8NfYM7AGn81qxOXQywDUynLipUHTmNBmAh5OHiU+hzJiJGGqiucjY3lk8SIeafkIqqaiyIp1n/djt/Ne+m4ezTqIzPXVu7RqHdBaz0Cv3rnE56+spA0bUO6/31qIWevSBXXZMvDxqdB+CYIgCIIgCLcvEfYIt6SePXtWdBdu6o6adyBLMrGpscSmxBLoGVjsY7Wgu1EOTgFAil0BTV4pq27euho2xLx1K/LkySizZwMwfPNJ9E6dMC9cWPbn9/Zmo6oSpig337cY0rPT+eTvT5jlNIvMjZaaOHUzXXg1JoTHL9bEOPWl0p8kKYkwgwQu6UjXdkJGDMaMWMi4gJRxATJi2ZW0Gy9M1kN019qoLd9BDx4JhdQEquqkZctQHnkEyWS5z1rfvqi//ALu7hXcM0EQBEEQBOF2JsIe4ZZUFVZVcndyp2n1phy5eoQ9F/cw1HPozQ/K5RGK7tUcKfkIUtw/kHERXAPKrrO3KhcXtM8/Z5L/Zd75cBUemSakyEgM3brRqWdP0HWQJIecys/JA48j8aQ2rwZYRuJoERGoxfxdzR1Vo4wYaR3FkyshI4F7fr2HnTE7QbJMq5rSZQqPTPkJo2QEXUUtzkm0bEg9jZQRCxkxOd8tQY6UfgFGHQFXE5IEckSPQpvwyvmejgHn5v9Fa/TSrVOTJx9pwQKUCROQVMtPVxs2DHXBAnB2ruCeCYIgCIIgCLe7W+9jVkGoQnKnctlbpBlAC7KEQxI60sVVDu3XrcCeAssfvbGY2Y+NRWvbFgApK4th69ahPPwwJCU5pD8Huk+lz6VqHOg+1brNrlAyKYmw9IwC/YlNiSVsQRg7Y3bi4+LDsOxhHHziII+2ehSjXsyneM2EfOoLDCvrYVzXCsOWARh2j0c5/D+U018jx65EStyP5Ga6afYVJ7mw0Lk5d3qPRmv231s26JFnz8Ywduz1oOeRR1B//lkEPYIgCIIgCEKlIMIeQXAAPycPap/MxM/Oeii5Yc/ei/Ytvw6gBQ2zXharchVkb4HleF9f1M2bUZ991rpNXrIEQ6dOsM/+ukqFsWd6oUk1kZCRcMN9IuMj6TW/F0euHiHAI4C/HvmLZlozmxo6N6RrSNG/YFjbCuXfl62rZRW6q6SgpzqjX/FGP1sDNfRZ3nbtwjPu/RnueR8dvR4le3gSzXwm8Ip7Hy7LJa8NVNnJH3yA8vzz1uvqxImo334LBjFYVhAEQRAEQagcxCtTQSihiIgI68iMA92nEv5XOFMnTr3JUbZyV+Tae2kvuq4j2TNlyKcNumsdpIxopMsbITsZjF43P04omrMz2iefoHfvTvajj+KamYl05gyG7t3RPvgA7emnSzWtq7gjeS6kXGDwz4M5eu0oLf1b0iekD31947gj3ZtoYzonjyzmTOIZZu2ZxeW0yzTwbcDqUasJ8QlhCUuuN3SDukDSlU3IB/+DnGAbNGoBg9C9moFbbXTXQHANQncNApeaKAOHgKyApqJN/oQv4yah5NThUXUNFNcS/2yqBF1H/u9/UWbMsG5Sp0xBe/tth033EwRBEARBEARHEGGPIJTQpk2bSl0bqEWNFjgpTsRnxHM28Sz1fesX/2BJQgsaihL5JZKejXRpLXqdB0vVn1tB6y3hxJlSqVvLxLIt4dZpU3nDuZvR77mHmY8/zit79iDv3o1kMqG89BLSpk2o33wDvr4FjimsfXvOmet0wmkGLhxIVFIUAIeuHOLQlUN82jLPTstHWy+28m/FqpGrqOlRE7AdPVRoXaCkQygH30C+tMbmvJp/GGqrd8G3rV39vW1oGvILL6B8/bV1kzp9Otqrr1ZgpwRBEARBEAShcGIalyBUIGeDMy39Le/i91y0v26PHnS9qLN8YYXD+lWVxZlSUSSZmEYuxJlSrdvtndaV6OODGhGB+tL1Vazk5csxdOqEtHt3gf0La9/ecx6+cpiw+WFEJUUR6hvKP2P/4cdhPzKm1RhqZ1lqwdTKcuKu2nfh7d+S2q6diK19J/32zbK2kT9csl7PiEXZPQHDn+1tgh7duyXmbitRu68RQU9RzGaUsWOtQY8uSagzZ4qgRxAEQRAEQai0RNgjCBWsNHV79Opd0Y2WUSbSxTWgZjm0b7c9Jye0Dz7A/Ntv6NUsq2hJUVEoPXogf/aZZbUuB9kdu5s+P/XhYupFWtRowcbRG2lTqw0jm49kzpA5RP1zF+nb+3Dhn25EPBqBc72eqK3uxGh0tQm1ClAzkI++i2FNM+SoH5Cw9Fl3rYO5w3eY++5Cr9VPTEMqitmM8vDDyAsXAqArCurcuWhPPlnBHRMEQRAEQRCEoomwRxAqWGnCHmQjeuAgACRzCtLVTQ7smZBLHzIE865daJ07AyCZzSiTJ6MMHw7x8YUe03pLOBtqxdN6S/hN2998bjP9F/YnPiOeTkGd2PDIBmp51LLZR/L2YburO3h7F7PTOlL0r5biy0feQlLTLZuNPqit3sM88Ah6vdEgFbOY8+1I11Geew75998tV52cUBcvRn/44QrumCAIgiAIgiDcmAh7BKGCtQtoB8C+S/tQNdXu4/OuyiWJqVwllrfWjTJiJGFHjqKMGHl9h+Bg1A0bUCdNsm6SV63C0KED0s6dBdqLM6UWmEpWmFWnVjFk0RBSTan0qtuLNaPWUM21WoH91MWL2Ni8GeriRTe/Mwn7UDaFYfj7YaT0c4BlNS019GnMA4+hNZ4EisvN2ymBkq5MVxkZ3n4b+bvvANCNRtTffkMfOvQmRwmCIAiCIAhCxRNhjyBUsKbVm+JmdCPVlMqJuBN2H6/X7IsuW964y7F/gK45uou3BZtaN0lJhKVnQFKS7U5GI9p772FesQK9enUApOholLAwuv39N2j2/ewXHVnEA0sfIEvN4u5Gd7N8xHI8ShOSZF6y1OXZ0Bn52nbrZq1mX8x996C1+Qyc/UrefjEc6D6VPpeqWQtjV1V+ixZheP9963V17lz0fv0qsEeCIAiCIAiCUHwi7BGEMhIREVGs/RRZoU3NNkDJijRjcEev1QcAKfMSUnzB4sGCY+kDBmDevRuta1cAJFVlYEQEyt13Q2zsDY9Nzkpm/6X9fLTzI8YsH4NZM/NQi4dYdO8iXAwlH20jnf+5YF0ej4aYuy5D7bYSvJuXuO3bjbxkCUEffGC9rn7yCfqIERXYI0EQBEEQBEGwjwh7BKGM2LMSU/vAUtTtAbTAvFO5lpeoDSEPb2/Q1BvXxwkKQv3zT9TXXkPPKW4sr1+PoW1bpN9+s9n12LVjDFw4kIBPA6j+cXU6ze3EfyP+i47Ok22fZO7dczEqxpt2K+9Us7z6ZJ9F2TUWyWyZMqYbvVFbf4S5/370gEGOK77s7c1GN9eb1g0qqp9VgbRxI8axY5Fyim+rkyejPftsBfdKEARBEARBKAuffPIJYWFh1KlTh4YNG/Lwww9z6tQpm30uX77Mk08+SePGjQkKCqJHjx6sWGFbPiMhIYEJEyYQHBxM3bp1ee6550hNvXE5h7Imwh5BqARy6/aUaGQPoAcORs95OMuxKx3Wr8rqRqOm/Jw8UHWtVHVj1MWLUNeuuWF9nIiICDAY0N5+G3XVKpI9LOeS4uMxjBzJ/32yHo+0LLISTnPXvLv4K+ov4jLiAKjhVoNOQZ34sPeHfN7/c2SpeE/F+ZdVB2htvsSc1LVIuqXekxb8EOaBR9EavQCyk713/YaKWzeosH5WCfv3o9x/P1J2NgDmMWPQpk2r4E4JgiAIgiAIZWXHjh2MHz+eP//8k99++43s7GyGDx9OWlqadZ+JEycSGRnJwoUL2b59O3fffTePP/44Bw8etO4zYcIEjh8/zm+//caiRYvYsWMHL774YgXco+tE2CMIZcBa4HfAQNsiv0XoUrsLAPsu7iM+o/DVnW7IuTq6XycApJTjkBZlfxtVyI1GTR3oPpWYPh+Xed2YvH3Q+/Th/8aNQxs+3Lpt5IbjbJgwl5YbVpNqSqV7cHf+GfsP1yZd48KLF9g6ZisvdnoRqYSjbvycPLgz8jLzU1bghhkArc4DqB3ngnONUt2321JkJIa770bK+QQmqUcPzF98IZakFwRBEARBuIUtWbKEhx56iKZNm9KyZUtmzZpFTEwM//77r3WfXbt2MWHCBNq1a0e9evV45ZVX8Pb2tu5z4sQJ/vrrLz7//HPat29P586d+eCDD/jtt9+4ePFixdwxwFBhZ7aDqqo23wWhMtB13eZ3Mu91JTGJMEUGWYbEpJv+7gZ5BNGiRgsOXz3M6lOrGdV8lP0dqtkPOS5nVajYNaj1n7hlHzv5f/bF2ac4x5S0D8ZRD9NZVSElBbVtOzh5DCU1neAEE5u/hw33t6Xz879hdHUHHPP/sa/9RFLPt6a6ngGAVr0bprZzQNOBsvv/LvBzzXNblf09u3QJp8GDka5cAUDt3Jlz779PA0mCqnqfBKEC3Kp/cwShrInHjiCUTFGPHT1nOn5ycrLNB6vOzs44OzvfsM3k5GQAfH19rds6duzI77//Tv/+/fH29ub3338nKyuLrjn1O3fv3o23tzdt2rSxHtOzZ09kWWbv3r0MGTKkFPey5KpE2HPmzBkAIiMjK7gngnCdyWTixIkThV5vqqrXV8XSdJv9itLJtxOHrx5m0f5FtDW0tbs/rplNaJRzOf30b0Rl97Dedqs9dvL/7IuzT/7rBw4coHXr1g7pQ9P4eGp4pBNe7wq/1LhMVrcM5v8O3c5bhk/2W7KP9MNdiZo+nawGDUp8zlyylkH9qAlUd04AIMO5AZHVp6NFRpW67ZvJe7/NZjNKzhQ0VdeK9Xte2cjJyYROmIB89iwAGQ0acPqDD9BdXW+5x40glBfx2BGEkhGPHUEomfyPHUmSqFu3Li1atLCpmzNlyhRee+21ItvRNI3//Oc/dOrUiWbNmlm3f//994wdO5b69etjMBhwdXVl/vz51K9fH7DU9KlRw3ZkvcFgwNfXl8uXLzviLpZIlQh76tevz+nTpwkNDUVRlIrujiAA4OTkROPGjQu9blAUUHJmSaqazX5FGe0xmu9OfsffV/8mJDQEJ8XOeit6Q/QLNZGyLuOVvpvGoXVRMRIZGXnLPXby/+yLs0/+64sWLeLBBx8sVR+cazrz6/FfGdNxDwc8rv8hcfZy5tN3+3P52wvct/0gUnY2bseP0/jhhzFPn446cWLJpwdpZox/P4iScRgA3SUQqecaGrrVKfF9sYfN73mswVpvSNKL93teqSQm4jRuHHJOSKXXqYO0bh0htWrdko8bQShrqqqKx44glIB47AhCyRT12NF1HZPJxOHDhwuM7LmRV155hWPHjrFmzRqb7dOnTycpKYlly5ZRrVo1Vq9ezeOPP87q1atp3rzyrnhbJcKe3P84RVHEE6BQaUiSZPP7aHNdsv4DEsX6vb2zzp34u/lzJf0KOy/sJCwkzM4eKegB/ZGifkRS0zEk7ITqlkK5t9pjJ//Pvjj73Oy6PTae3ciPTj/y/tfvWzZ4gEGT6Jfox4gr/gyeswUvZy/Cj4Qz7INZGMaMQTp+HCkzE+OkSShr16LOmQOBgfadWNdR9r+IfMnyByhTdUbp/geKZ70S3Y+SKPBzzHNblfodS0pCGTYMea9lBTy9Rg3Mq1ahBAdbp27dao8bQSgv4rEjCCUjHjuCUDL5Hzu507i8vLyKXR/z1VdfZd26daxevZqgoCDr9rNnzzJnzhx27NhB06ZNAWjZsiU7d+7k22+/5dNPP6VmzZpcvXrVpj2z2UxCQgI1a9Ys7d0rMVGgWRAqCVmSGRg6EIBVkatKZv/AkQABAABJREFU1IZWq7/1snRxrUP6dSuSfl1C0LlzSL8usfvYP07+wYBFg4iVYwGJsHphfB3dhsWHBvDH4dY8ktUEL2ev6we0aYP5n39Q8yzfbV2ifelSu84tH3sX+ex3AOiyE4d83wbvlnbfh9LIu6y6I1Y+qxDJyShDhiDv2gWAXr065nXroEmTCu6YIAiCIAiCUJ50XefVV19l1apVrFixgrp169rcnp6eDoAs20YniqJYQ6UOHTqQlJRkU9R5y5YtaJpGu3btyvYO3IAIewShEhnccDAAq06tsj552EOv2QddsqTa8iUR9hRFf+B+LtSti/7A/XYd99vx3xjx2wjQNVyqheJ3x+OsfWgtj3/1Dx5PvVj0cu2urmiffIJ51Sr0gAAgZ4n2UaNQxo2DnEJwNyKdnYdy5PrqYmqH77ij/0t29d8R8i6rXl4rnzlUSgrK3Xcj//MPALqfnyXoadGigjsmCIIgCIIglLdXXnmFX375hTlz5uDh4cHly5e5fPkyGRmWRVAaNWpE/fr1eemll9i7dy9nz57liy++ICIigkGDBgHQuHFjevfuzQsvvMDevXv5+++/mTx5MsOHDycg57V/RRBhjyBUIn1C+uCkOHEm8QzHrh2zvwEnX3S/OwGQUk4ipZ11cA8rXust4WyoFU/rLeHlet5fjv7Cw78/jFkz41WjGS20Xvh7XB+WmTcEyZV3FAyA3rcv5n37bJZol+fPx9C+PdK2bUWeW7q4FmXvROt1tdUH6MEjSnFvblOpqShDhyLvtKxap1erhnntWmhZvqOjBEEQBEEQhMph7ty5JCcnM2TIEJo0aWL9+v333wEwGo388ssvVK9enVGjRtG1a1cWLVrErFmz6Nevn7WdOXPm0LBhQ+655x4efPBB7rzzTj777LMKulcWVaJmjyDcLjycPOhVtxfrzqxjVeQqmtVodvOD8tFrDYBr2wGQL60DCoYQVVmcKZXERi6optSb7+wAmq4xZ98cXlj3Ahoaj7R8hDmD5/D21LeZ+vSNR7MUFgDh54f6889oCxagvPgiUkoKUlQUSu/eaK+8gva//0Ge4nFS/F6UnaOQ9JylJRs+h9boRUfexdtDWpqlRs92y2ND9/W1BD2lWJFNEARBEARBqNoSEhJuuk+DBg348ccfb7iPr68v3377raO65RBiZI8gVDJ5p3KVhBZwvW6PJey5tfg5eRSoERMREXHDY76KiuCQMYGvom68X37bo7fT5fsuPLfuOTQ0Hm/9OHMGz0GRS1k8UZLQR4/GvHcvWteulk26jvLRRxg6dULavduyX+oZlG3DkNQ0ALTaw9Faf1TylbxuV+npKPfcg7x1KwC6j48l6LnjjortlyAIgiAIgiCUERH2CEIlMyjUMvfz7wt/cy39mv0NeLdGd7HMDZWvbUbSMh3ZvQp3oPtUmxoxyoiRyF/OQhkxsshjJtbrRctsXybWK94op/NJ53no94foNb8X+y7tw9PJkzBzGF8N+qr0QU9e9eqhrl+POn06utEIgHT0KEq3bsivvoBhwyCkrCsAaNW7onacB5J42rZLairKvfcib94MgO7tbQl62rSp4I4JgiAIgiAIQtkR7xoEoZIJ9g6mlX8rNF1jzek19jcgSeg5q3JJagYeaXsd3MNKJimJsPQMSEpySHNZ5izC5oex5NgSJCTG3zGeo08dpZPaCTlP0JK/Hk+JKQraq69i3rkTrW1bACRNQ/m/r5BeOAMnQfdqinrXUlBcHHPO24S0Zw+Gjh2Rc0Z+6V5eqGvWQM7PWRAEQRAEQRBuVSLsEYRKqPRTuQZYL3umFl34VyhoyfElnE8+T4BHALvG7WLWoFkEjnuBsCNHbUYPFVqPpzRatULdtg317anoxpyn5ougvw3aqk6Q7eTY893KVBX5ww9RundHiowEcoKe1avR27ev4M4JgiAIgiAIQtkTYY8gVEJDGg4BYP2Z9Zg1s93H6zV7o0uW+uveKZsgp7ivcHOz9swCYGK7ibSumVO818Gjh4qkKNA3Bmm6BqGWTZIOyux5GNq1Q8qZiiTcQEwMyoABKG+8gWS2PHa09u0x//03eseOFdw5QRAEQRAEQSgfIuwRhEqoXUA7vJy9SDGlcPTaUfsbMHqj1+wNgFP2ReRLax3cw/J1swLMJVHYNKzdsbvZHbsbJ8WJsXeMdfg5b0Y+/j7KmTkQBPpbBtQ3JqC7WKZuSWfOYOjbF/m55yAlpdz7VhVIv/2GoV276/V5JAl1yhTUzZshNLSCeycIgiAIgiAI5UeEPYJQCcmSTLta7QDYE7unRG1oDZ6yXlZOf+WQflWUTZs22Vy3CWq8vdno5gre3kXvU8j1wqZh5Y7qeaDpA/i7+5e0uyUiRf2Icjjcel298zu0/31ps2IXgPL11xjatEFav75c+1eppaaiPPkkhpEjkXKWz9Rr10Zdvx5t2jTIKX4tCIIgCIIgCLcLEfYIQgkoI0YWqOHiaO0DLbVFdsfuLtHxesAANPcQAJQrf0HycYf1raLlDWrUxYvY2LwZ6uJFRe5T2PX8rqT9P3v3HR5Vlf9x/H1nJpn0HhJaQgu9KSCCithYV13XtjZW13VdC2tZXbFjWXdZK/qzl13bropdF8GydBQVQWlSJPQaIIH0ZGbuvb8/hgykkWQyqXxez5Nncts5587MuXPnO6fs5r3V7wHwp+F/ClFJ68fY9SXOxQeDc+agydgZl/gXsrIwZ87EfPJJ7Oho//5btuA680yc11wD+/c3a1lbG2PJEv8gzK++GlhnnX8+viVLsMeMacGSiYiIiIi0HAV7RILRDGO4jOg0Agg+2IPhxOxxTWDRsf6FUBSrWTRFt626vLL0FTymhxGdRgQCbc1i3484F16EYfvHlzF7TcDq85fK+zgcWBMm4PvhB6xDglaOV1/1t/KZMaP5yttaWBaORx/FecIJBwdhjo7G9/LLmG+9BYmJLVxAEREREZGWo2CPSFOo6FpkmdW6F9VXRbDnpz0/UeItCSoNM/NyTMM/5otj0xvgLQgqneZWtdtWU/NZPl764SUAJgyf0HwZF2/EteBsDLMYAKvzOVhDHwfDqHn/7t0xP/8c33PPYcfGAmBs347rnHNw/v73kJfXXCVvWRWDMN9998FBmIcNw7doEfbvflf78yciIiIicoRQsEckGLWME1Mh0LXo88+qdS+qr86xnekU0wnTNlm6a2lw5QxPZH+Cfxp3w1eEY9O/g0unGVXtIjdk/n3MTM9jyPz76jgyeP/9+b9sK9xGalQqF/S9oMnyqaR8L675Z2GU5wBgJY/GHPk6GM7DH2cY2Fddhe/HH7HGjQusdrz5Jq4hQ3C88EK7DvoYH33kH4T5QEDQNgzM227DnD8fsrJatnAiIiIiIq2Egj0iQahtnJhQG9bJP0jz9zuD7MoF7E06OK6QI/s5sK1Gl6tJVekil+spYlvvCHI9RU2WZcXAzH8Y+gfcLneT5RPgK8H59XkYResAsGP7YB7/ITgj659GRgbmtGn4/vlP7ANBRyMnB+eNN+LKyMB54YUYn3wCHk9TnEHzKy7Gee21uC66qPIgzF9+ifW3v2kQZhERERGRQyjYIxKkumZ7CoURHRs5bg9QFpGFmeIfqNYoWoeRMzMkZWsvVuxewfwt83EaTq4++uqmz9A2cX53OY7cb/2LEen4TpgG4UkNT8swsC+/HN+yZVhnnXVwtceD4+OPcf3mN7gyM3HcdBPGokVg26E6i+b1ww/+QZhfeSWwyjrvPHyLF2OfeGILFkxEREREpHVSsEckSA2d7SkYFeP2BDv9egWz53WB/x3ZzzUqrfbmhSX+gat/3efXdInrUvNOdXTbqzfbxvHjzTh2/Ne/6IrFd8J/Ibpb49Lt1Anzww/xLlqE+ec/Y6elBTYZubk4n38e1/HH4xo4EMdf/oLjxRcxZs2CLVvAanxLr6YIdAL+QZgfewzXCSdgrDvQCio6Gt9LL2G+/TYkBREgExERERE5ArhaugAiUrthHf3duDbs38Dekr2kRKUElY7V8SzsyK4YpVsxdn4GReshpmcoi9om7Svdx5sr3wQOP926+c5UZt93Hyc+8ECj8nOseQTngVnRbMOFOfodSBjaqDQrGToUa+hQrMmTMWbOxPHmmxiffIJRVgaAsW4dzgNBkwp2RAT06IGdlYXdqxd2VhYc+J/09HoNdtwUgU62b8d55ZU4DpmZzRo2DPONNzQ2j4iIiIhIHRTsEWnFEiIS6J3Um5/zfmbxzsWc3vP04BJyuLB6XYNzxT0Y2DiyX8Aa+mhoC9sGvbHiDUq8JQxMHcjxXY9v0ryMzf/BuXJSYNkc8RJ22qlNk5nLhX366Zinnw4FBRgffojjzTdxzJtXvVxlZbBqFcaqVdW22TEx2L17Y48ciT1qFPaoUZCR0eSzXRkff4zz2msxDgw0bRsG1q23Yt13H4SHN2neIiIiIiLtgYI9Iq3ciE4j+DnvZ77f8X3wwR7A6n4ljp8exLDKcWx6DWvgfeCKCWFJ2xbLtgJduP40/E8YdQQwGtNVyciZifP7g+MBmQMfxM78bdDpNUhcHPYVV2BecQVmTg7G6tX+LlHZ2Rjr1vn/37ABw+utXu6iIowffoAffoDnnwfA7twZ+9hjsUeP9geAhgxp/ODIHg/GsmUY332HMWcOjmnTApvszp0xX30Vu6m6iomIiIiItEMK9oi0ciM6jeDNlW82etwe3CnYGRdjbHodw5uPY/NbWD2bYUDiVuqL9V+wft96EiISuHjAxXXuH3RXpX0/4lx4IYbtA8DseS1W39uCS6ux0tKw09KqB05ME7Zs8Qd/srMPBoKys/2BoEMGdja2b8f44AP44AMA7MhI7BEjDgaAjj328GPp2DZs3eoP7Cxa5H/88UeM8vJqu1rnnov5/PMam0dEREREpIEU7BFpQXPmzKkziFAxSPP3O77Htu06W6AcjtlrAo5NrwP+gZqtHn9s8i45zSGYVjfPL/G3VLli8BVEh0eHuEQHFG/C9dWvMXz+aeOtTmdjHfVE63vOnU7o3h27e3fsceMqb8vP9wdkvvnG//fddxjFxYHNRmkpxvz5MH9+YJ3dty/2qFFYo0djjxiBsXev/7iKAM+uXYctjp2QgPnww9hXXNH6nisRERERkTZAwR6RFjR37tw6gz2DOwwmzBHG3tK9bMrfRPeE7sFnmHgUVvJoHLkLMQpWYeyZi92hCQbXbWYNbXWzLm8dn6//HAODa4Zd0zSF8uThWvArjDJ/YMNKPhbz2H+D4Wya/JpKfDz2uHEHg0A+H6xciaMi+PPNNxibN1c6xFizBmPNGhyvvlqvLOxevfzjAo0ciTVyJAwc2PiuYSIiIiIiRzAFe0SaSKimo3a73AxOG8ySnUv4fsf3jQv2AFbWBBy5CwFwrHsWsx0EexrqxSUvAvDLXr+kZ2ITzEpmluL86jyMwrUA2LG9MY/7CJyRoc+rublcgVm/uO46/7rt2zG+/fZg8OfHHzF8vhoPt+PisI85xv83ciT2iBGQEtwscyIiIiIiUjMFe0SaSCinox7RcQRLdi5hyc4lXNj/wkalZXc+FzuiE0bZDowdn0LxZojODFFJW78iTxGvLX8NgAnDJ4Q+g9IdOL/9bSCgZrvT8J0wDdzJoc+rtejcGfv887HPP9+/XFKCsWSJP/Dzww+QmIh17LHYxxwDffqAw9Gy5RURERERaecU7BFpA4Z3Gg4/+MftaTRHGFbPP+L86QEMLBzrX8Aa/I/Gp9tGvLXyLQrKC+iV1ItTu4d26nNj9xyc316GUb4bANsVg++E/0J041pjtTlRUdgnnIB9wgktXRIRERERkSOSfl4VaQMqBmn+YdcP+Kyau8c0hNXjKmxHOACOja+CZ3+j02wLbNvmucXPAXDd0dfhMEJ0CbQtHKsm45z3y4OBnsgumGM+g8SjQpOHiIiIiIhIPSnYI9JChsy/j5npeQyZf1+d+/ZJ7kNseCwl3hJW7V3V+Mwj0rC7/gYAw5OHc8kE/5TY7dy8zfNYtXcV0WHRXD748tAkals4v7sc50/3Y2ABYKWNw3faIuzkkaHJQ0REREREpAEU7BFpIbmeIrb1jiDXU1Tnvg7DwfCOwwFYvGNxSPI3Bz6AHZbgT3/b+xib3ghJuq3Zc0v8rXp+O+i3xEfEhyRNx0/349j6LgA2DswB92Oe8F9wa9BhERERERFpGQr2iLQRwzv5gz0hGbcHICoDc/jzgUXnj3+Gwp9Dk3YrtCV/C//9+b8AXDfsupCkaWx+C+fqh4ADgZ7j3sPqfxeEqnuYiIiIiIhIEPSNRKSNqBi3J2TBHsDucj5W9ysBMMxiXN9eBpYnZOm3Ji/9+BKWbXFS5kn0T+3f6PSM3G9xLr4msGwNfQy7068ana6IiIiIiEhjKdgj0kZUBHt+2vMTxZ7ikKVrDn0cO7Y3AMb+H3GsuDdkaYdCcngMXX4uIzk8Jug0ynxlvPLjKwBcNzwErXqKN+P8+gIMqxwAs8cfsXr9qfHpioiIiIiIhICCPSJtROfYznSM6YhpmyzNWRq6hF3R+Eb+OzA7l/PnKRi7/he69Btp2ZgHOHVXEsvGPBB0Gu+uepe9pXvJiMvgrKyzGlcgbyGur88LzLpldTgJ66gnwTAal66IiIiIiEiIKNgj0oaEfNyeColHYQ36e2DRuehKKNsd2jxayKHTrV999NW4HK5GJGbiXPQ7jPwV/sWYXpij3gZHWCiKKiIiIiIiEhIK9oi0ISM6+rtyLd4Zmhm5DmVl3YCV/gsAjPIcnIuvbrbp2OfMmdNkaX+99Wt+2PUDbqebK4de2ai0HCvuwbHjUwDssAR8x38E4UmhKKaIiIiIiEjIKNgj0owaG9SoGLcnVNOvV2I4MEf8E9vdAQDHzhk4sp8NfT41mDt3bpOkW+4r5/rPrwf8062nRAU/Hbqx6Q2cax8HwDac/hY9sX1CUk4REREREZFQUrBHpBk1NqgxrOMwADbs38Dekr0hKFEVEWmYx/wrsOhYfgfsXx76fJrJP77+B6v2rqJDVAf+NvZvQadj7PkK5+KDAztbRz2JnXZKKIooIiIiIiIScgr2iLQhCREJ9E7yz5zVFF25AOz0X2Bm3QSAYXlwfftb8JU0SV5NaWnOUh755hEA/u8X/0dyVHJwCZXvxbnwQgzbC4DZawJWz2vqOEhERERERKTlKNgj0sZUdOUK+SDNh7AG/Q07YQgARuEaHD8FPxNWS/CaXq7+9Gp8lo9z+5zL+f3ODzotx6q/Y3j8raistFOxhjwWqmKKiIiIiIg0CQV7RNqYJh23p4LTfWA6djcAjp//D/b92HT5HSo+ntlRkRAfH1g1duzYBiUx5bspLM1ZSlJkEv/3i/8LviyFP+NY/yIAtjMKc8Q/oTGzeYmIiIiIiDQDBXtE2phDW/bYTTlbVlxfrP53A2Bg4Vp8DVi+kGczZP59zEzPY8j8+wAw35mK9acJmO9MDexz0kkn1Tu91XtX8+CCBwF4/LTHSY9JD7pszhV3Y9j+c7b63AKRnYJOS0REREREpLko2CPSxgzuMJgwRxh7S/eyKX9Tk+Zl9bkFO24AAMb+pTjWPR3yPHI9RWzrHUGupyiwriHBnUOZlsnV06/GY3o4o9cZXDrg0qDLZez5Csf2TwCwI9L9wR4REREREZE2QMEekTbG7XIzOG0w0LTj9gDgCMcc/iI2hn/xpwegeGPT5tkIzyx+hu+2f0ecO45nTn8GwzCCS8i2cCy7LbBoDnwAXDEhKqWIiIiIiEjTUrBHpA0a0bEZxu05wE4+BqvXBAAMswTnkhugKbuPBSk7L5t7594LwCOnPEKXuC5Bp2VsfRfHPv9za8cNwO52eUjKKCIiIiIi0hwU7BFpg4Z3Gg403fTrVVkD/4od6Q+eOHK+xNjydmDbnDlzmqUMh2PZFtfOuJZSXykndzuZ3w/5ffCJmWU4V0w6uDjkYTCcISiliIiIiIhI81CwR6SFJIfH0OXnMpLDG949qGKQ5h92/YCvCQZNriYsFvPopwKLzqW3QnkuAHPnzm36/Ovw8g8vM3/LfKLDonn+jOeD774FOLKfxSjZDICVdhp2+rhQFVNERERERKRZKNgj0kKWjXmAU3clsWzMAw0+tk9yH2LDYynxlrBq76qQlqu2ljp2p7OwupwHgOHZi/OQMW1a0ub8zdw5504A/n7S3+me0D34xMr34lj9EAA2Bubgf4SiiCIiIiIiIs1KwR6RNshhOBje8UBXrhCP23O4ljrm0CfwGtH+Mmz+N0bOrJDm3VC2bTNhxgSKPEUc1+U4rh12baPSc6yajOHN96fd7XeQMDgUxRQREREREWlWCvaItFEV4/Y0+Yxch4rsyKfbTggsOpf8iTDD23z5V/HG8jf438b/EeGK4MUzX8RhNOKSVrgOx/oXALCdUZgD7wtRKUVERERERJqXq6ULICLBqRi3pzmDPUPm30esO4OuYV0Z7t2KUbyBkzt81Wz5H2pH4Q5unXkrAPeNuY/eyb0blZ5zxd0Ytn/8I6vPzRDZudFlFBERERERaQlq2SPSRlV04/ppz08Ue4qbJc9cTxFbe0dyU+QYbEc4AMenfAf7lzVL/hVs2+ZPn/+J/PJ8hncczk3H3NSo9Iw9X+HY/rE/7Yh0rD5/CUEpRURERESkNZsyZQonn3wyXbt2JSsri/Hjx7Nu3bpq+y1atIizzz6bzp07k5GRwRlnnEFpaWlg+759+/jjH/9IRkYGmZmZ3HDDDRQVFTXnqVSjYI9IG9U5tjMdYzpi2iZLc5aGJM0h8+9jZnoeQ+YfvgtTtjMJq98dADgNu9kHa35n1TtMXzedMEcYL535Ei5HIxop2haOQ8pvDrgfXA2fIU1ERERERNqWhQsXctVVV/Hll1/y4Ycf4vV6Oe+88yguPvhj+qJFi7jgggs46aSTmDlzJrNmzeKPf/wjDsfBcMof//hH1qxZw4cffsjUqVNZuHAhf/7zn1vgjA5SsEekjTIMI+Tj9uR6itjWO4Jcz8EodG2zc1l9b8MuPDBY8+45GHu/CUkZ6rK7eDc3f3kzAHcdfxcDOwxsVHrG5jdx7PMPcm3HDcDu/rtGl1FERERERFq/999/n0svvZR+/foxaNAgnnvuObZt28bSpUsD+9x9991cc8013HzzzfTr14+srCzOPfdc3G43AGvXrmXWrFk89dRTDB8+nFGjRvHwww/z4YcfsnPnzhY6szYyZo9pmpUeRdoq27YrvY+rLjfU8PThTPt5Gou2L6oxnWDqjl3l2Dlz5jBmzJjq220nzh8yME5cDYCxajK+4z5u8DnUlOfh/PmLP5NbmsvgDoP5yzF/adx1oXQH7qUHu2x5B07GsgB0rTmS6TNHJDiqOyLBUd0RCU5tdce2/d8uCgoKMAwjsN7tdgcCNLUpKCgAIDExEYA9e/awePFifvOb3zBu3Dg2bdpEVlYW99xzD6NGjQLg+++/Jz4+nqOOOiqQztixY3E4HCxZsoSzzjqrkWcanDYR7NmwYQMA2dnZLVwSkcbxeDysXbu21uWGSvOlAfDtlm8Pm059647P58NpODBtK5DeoWWsur3fz6mEHb0RI7YMZ84XrF/6IaWRAxp0DjXlWZvZO2bz/pr3cRpO7ux/JxuyNzQor0psm+5bbiTCux+AffG/ZEt+JuQH/3pI+6LPHJHgqO6IBEd1RyQ4VeuOYRhkZmYycODASuPm3H777dxxxx21pmNZFnfeeScjR46kf//+AGzatAmAhx56iAcffJBBgwYxdepUzjnnHBYuXEjPnj3JyckhNTW1Uloul4vExERycnJCdJYN1yaCPT169GD9+vX06tULp9PZ0sURCVp4eDh9+vSpdbmh0jLTuHbhtWwr2UZy12RSolIqbTdNk+zs7HrXHdcOFw7DgWFbgXIdWsaq211GGPaKbhij1wDQs/RtvEPfa9A51JRnTfJK83jkf48A8Jdj/8I5I89pUD5VOTb/h/CiBQDY7nQij3+ZPu7kRqUp7UND642I+KnuiARHdUckOLXVHdu28Xg8rFy5slrLnsO59dZbWb16NZ999llgneVv9s8VV1zB+PHjARg8eDDz5s3jP//5D/fdd/ixTltSmwj2VLxwTqdTF0Bp0wzDqPQerrrcUMnRyfRO6s3PeT/z4+4fOb3n6TXu15C6U3E5rNi/WpkP3W4A2Z2xh2zEiC7HufNTrMKfIGFwg86jap41uWPOHewq3kXf5L7cc8I9jbsWlG7HtfzWwKI5/FmcUR2CT0/aJX3miARHdUckOKo7IsGpWncqunHFxcVVCvYczsSJE/niiy+YMWMGnTt3DqxPT08HqPajdJ8+fdi2bRsAaWlp7Nmzp9J2n8/Hvn37SEtLa/gJhYgGaBZp40Z0GgGEbpDmBjOd2CsyAovO1Q+FPIvP13/Ov1f8GwODl896mQhXRPCJ2TbOxddhePMBsDLHY3f6VYhKKiIiIiIibYVt20ycOJHp06fz3//+l8zMzErbMzIy6NixY7WuYtnZ2XTt2hWAESNGkJ+fX2lQ5/nz52NZFsOGDWvyc6iNgj0ibdzwjv4ZuRbvWNxyhVjTGdvtbxljbPsACtaELOmC8gImzJgAwE3H3MTIziMblZ6x6XUcuz4HwI7oiDl0SqPLKCIiIiIibc+tt97Ku+++y8svv0xMTAw5OTnk5ORQWloK+Hs53HDDDbz44ot88sknbNiwgb///e+sW7eOyy67DPC38jnllFO46aabWLJkCd9++y233XYb5513Hh07dmyxc2sT3bhEpHaHtuyxbbveTRVDynRi9f4zzhV3YWDjXPMw5jGvhiTpO2ffybbCbfRM7Mn9J97fuMRKtuJcemj3rechPLFxaYqIiIiISJv0yiuvAFSbMevZZ5/l0ksvBeC6666jrKyMu+66i/379zNgwAA+/PBDunfvHtj/5ZdfZuLEiZxzzjkYhsHZZ5/NQw+FvsdDQyjYI9LGDU4bTJgjjL2le9mUv4nuCd3rPqgJWD2vwbH2MQxPHsaWqdD/HojpWedxyeExxPyUR9GApGrb5myaw8s/vgzAi2e8SFRYVPAFrOi+5fNPp2h1uxy74xnBpyciIiIiIm3avn376rXfzTffzM0331zr9sTERP75z3+GqlghoW5cIm1chCuCwWn+AZGbfdye+HhmR0VCfDyExWJl3QCAYZs41zxarySWjXmAU3clsWzMA5XWF3uKuXbGtQBce/S1jMkc06iiGhtfxZHzJQB2ZGfMIY81Kj0REREREZHWSsEekXZgREd/V67mHrfHfGcqswf0x3xnKgBWrz9RZvqnNDQ2/RtKtgSd9r3z7mXj/o1kxGXw95P+3riClmzBuWziwXIPex7CExqXpoiIiIiISCulYI9IKzJnzpygjhveyT9Ic4vNyFUhPIGFuf4R5w3bi2PN40Els3DrQp75/hkAnjvjOWLdscGXybZxfn8Nhq8QAKv777E71jxFvYiIiIiISHugYI9IKzJ37tygjqsYpPnHnB/xWb4QlqjhFuaOwHZGA+DY+AqU7mzQ8aXeUv44/Y/Y2Pxu8O8Y12Nco8rjWPsojt2zALAju2AOeaRR6YmIiIiIiLR2CvaItGL1benTJ7kPseGxlHhLWLV3VZPkUZuxY8dWWi4xo7B6XQOAYZXjWNuwqc0f/OpB1uWto2NMRx45pRGBGdvCsew2nCvuCawyh78IYfHBpykiIiIiItIGKNgj0gycF12M8/RfcvJPq3BedHG9j6tvSx+H4WB4R39Xrm+3fdugsgXbmqjCSSedVG2d1ftmbEeEv2wbXoLyPfVKa8nOJUz51h8ceub0Z0iMDHJadLMU5zeX4Pz5yYOrBtyLnX5acOmJiIiIiIi0IQr2iDSH/HxwODm5pNT/fxM4MfNEAD5f/3mTpA/+adK7/FxGcnjM4XeMSMPqcRUAhlmK45CgS208poc/fvpHLNviov4X8avevwqukOV7cc77BY7tHwFgG058w17A6n9PHQeKiIiIiIi0Dwr2iLQTZ2SdAcDsTbMp9ZY2SR61TZNeE6vPLdiOcAAc656D0h2H3f/hhQ+zcs9KUqNSeWLcE8EV0DZxfn0ejlx/6ybbFYN5/MfYPa4MLj0REREREZE2SMEekXZiSIchdI7tTIm3hHlb5rV0cSCqyyGte4pxrri71l13G7v5x9f/AODJcU+SEpUSVJaOdc8cDPREpOMbOws7/RdBpSUiIiIiItJWKdgj0k4YhsEve/4SgM+yP2vh0vhZ/Sdhh/nH3XFsfhMj97tq+/gsH9Nd0/FZPn7d+9dc0O+C4DIrWo9j5b0A2BiYo6ZC4lFBl11ERERERKStUrBHpB2p6Mo1I3sGtm23cGkAdzLWwPsCi44fbwbbqrTLE989wS7HLhIjEnnq9KcwDKPh+dg2zsXXYZj+7mtWr+uwU0Y3qugiIiIiIiJtlYI9Iu3Iyd1OJsIVweb8zfy056eWLg4AVo+rseP6A+DYtxhj838C27YXbuev8/8KwGOnPUbHmI5B5WFsfBXHnrkA2FEZWAMfbFyhRURERERE2jAFe0TakaiwKE7K9E+FPiN7RqPTGzL/Pmam5zFk/sHWOWPHjm1YIg4X5tApgUXninuYP2s6AO+uepdys5xOVid+O/C3wRWydDvOZbcFFs1hz0FYbHBpiYiIiIiItAMK9oi0M7/s1bTj9px00kkNPsZOOxmr09kAGGW7iFn3V/AV8d6q9wAYaA6sf/ct24L9y3CsfwnnoitxzToBw1cAgJV5GXb6uAaXT0REREREpD1RsEeklaqpVU19VAR7vtn+DbmluY0qQ0OmWj+cOXPmYA55ODAV+8jkH3F+0pE7Wcz4WIMh9KhfQuW5OGePIex/I3D+cD2Ozf/BKN0GgO1Owxz6aKPKKSIiIiIi0h4o2CPSSuV6itjWO4JcT1GDjsuMz2Rg6kAs2+LLDV82UekaZu7cuRDTE2vAIYM1W+WcFwP/Sbe5t/cbGHsWHD4Rbz7OBWfiyFtUabXtCMdKOQHfCf+F8KQmKL2IiIiIiEjbomCPSDtUMSvX5+s/b+GSVGb1nYhv7Ey+yz2KXMsVWB/jKsE57xc41r9U84G+YpxfnYNj3w8A2BEdMYc8iu/kBfjOycU8aZamWRcRERERETlAwR6RduiMnv5gz5cbvsRn+Vq0LFW7o9mpY3hl1wg6rPdx8nYn5SljADBsn79r1pI/geU5mIBZjnPhb3Ds/dp/fHgKvhM/w+p9E3bySHC6m/2cREREREREWjNX3buISFszsvNIkiKTyCvNY1neMgYwoMXKkuspYn/vCMxDuqOtdqzGAtwdT8Nx4ocseHEsJ6T4u2c5N7yMI2c2dkQqGE6M8lyMwjUA2K44fGOmw4Gp3EVERERERKQ6tewRaYecDien9zwdgPm75jcqrQZPtV4H27ZZ5VgFwAX9LgCHi892nYJvxL+wHf5WOkbxehy53+LY+/XBQI8zCvOE/6q7loiIiIiISB0U7BFpp87o5e/KtSCnjoGP6xDMVOuHs/qKM8h15BJuOfh1718H1tvdLsMcOws7fmC1Y+zwJMzjPsBOGR3SsoiIiIiIiLRH6sYl0k6N6zEOp+FkQ+EGNu7fSK/kXi1dJADejVwPwOl5ScRHxFfaZicfg2/cDwcWLLBN/58jDAxncxdVRERERESkTVLLHpF2KiEigdFd/C1hPlv/WQuXxs+2bd5NzQHgwj1ph9/ZcPiDPM4IBXpEREREREQaQMEekXbslz1/CcBn2fUL9iSHx9Dl5zKSw2OapDwLty0kO7KUSNPBr3JTmiQPERERERGRI52CPSLtWMW4PfO3zqfokNmwarNszAOcuiuJZWMeCHlZLNPDVZ9eBcCFe9OJsdSLVEREREREpCko2CPSjvVO6k2XqC54TA+zNs6q1zGhnn0L/N23CjfOYf2+9WSURfD4hj4hz0NERERERET8FOwRaUFNEVg5lGEYnJB+AgAzsmfU65hQz74FULpnFeV5P+M0nLy5ZgCJZljI8xARERERERE/BXtEWlBDAytz5sxpcB5j0scA8Pn6z7Fsq8HHN5avNI/8zXMBeODEBxhtZDI7KhLiD87E1dRBLxERERERkSOJgj0izSE+HiyzWpCjoebOndvgY4YlDyMmPIadRTtZumtp0HnXh/Oiizn5p1U4T/8lzosupsRbQn7252D5CIvryq2jbsV8ZyqzB/THfGdq4LimaE0kIiIiIiJypFKwR6QZmO9Mxfz8M6w/TagU5GgO4c5wTu52MgDTs6c3bWb5+ZxcUgoOJ1vLcjjtzdMwS3NxhEUR33McDkOXHBERERERkaamb14izSjULVjq263rjJ7+WbnqO25PY82Ly2PEUYv4fsf3GM4IErPOwBEW1Sx5i4iIiIiIHOkU7BFpw+rbresXPX4BwJKdS9hVtCuwfsj8+5iZnseQ+feFpDw2Nv/XaTOnDVrCnnAvQ9KGkDTwQsJjO4ckfREREREREambgj0iR4D0mHSGdxwO+AdqrpDrKWJb7whyPUWNSj+vNI9nvn+Go49exC091mIaNuNz0pl3+Tyc7uDHKBIREREREZGGU7BH5AhxRi9/V663Vr4VkvQs22L2xtlc9vFlZD6VyS3/u4XlMUWEWw6ezO7N67tGEaWuWyIiIiIiIs3O1dIFEJHm8dtBv+UfX/+DuZvnMm/zPE7MPDGodLYVbOON5W/w+vLX2bh/Y2D94A6DuXLolWyatokJrzxC80/yLiIiIiIiIqCWPSJHjG4J3fjD0D8AcN+8+7Btu8Fp3Dn7Tno924v759/Pxv0biXPHcc3R1/Dt77/l+z98z4ThE4gkMsQlFxERERERkYZQyx6RVio5PIaYn/IoGpAUsjTvOO4OXlv+Ggu3LeSLDV9U215QXkC4M5wIV0S1bdPXTefxbx8H4ISuJ/D7ob/nvL7n1dlVq6bzGDt2bONORERERERERGqllj0irdSyMQ9w6q4klo15IGRpdortxHXDrgP8rXuSwqLp8nMZyeExfL7+czKfymTwi4PZVrCt0nH7y/bzp8/+BMAtI29h1mWz+O2g39ZrTJ6aziPUU9CLiIiIiIjIQQr2iLQjc+bMqXOfW4+9lZjwGH7c9SMPpB3FqbuSuD2pD+e9dx7F3mI25W/irKlnsa90X+CYO2bfwY6iHfRK6sV9Yxo+Tbta8oiIiIiIiDQfBXtE2pG5c+fWuc/KRSu5YcQNANw//34WORdxxX+vwGf5OK/veXSK6cSqvas4//3zKfOVMWvjLF5Z+goAL53xEpFhDR+TRy15REREREREmo+CPSJHmLlz53LzyJtJiEhg9d7VzHLNAuCGETfw1rlv8d+L/0ucO46vtn7F+I/Hc90Mf7evCcMmcHzG8XWmr1Y8IiIiIiIiLUvBHpEjUEJEAreMvCWw/MCJD/DYqY/hMBwM7jCYDy74gHBnONN+nsam/E1kxmfyt5P+Vq+01YpHRERERESkZWk2LpEjyJD59xGTnsfH8+/j21F3UOQt4ud5P3PncXdW2u/EzBN57ezXGP/ReGxsnj/jeWLCY1qo1CIiIiIiItIQCvaIHEFyPUXs7x2B6SkiMiySv439G/fNqXnA5Qv6XUDHmI6UeEs4tfupzVxSERERERERCZaCPSLthPOiiznZNHFedDHmO1NDkuZxXY8LSToiIiIiIiLSfBTsEWkv8vM52eEEy2zpkoiIiIiIiEgL0gDNIiIiIiIiIiLtiII9IiIiIiIiInLEmTJlCieffDJdu3YlKyuL8ePHs27duhr3tW2bCy64gMTERKZPn15p29atW7nwwgvp1KkTWVlZTJo0CZ/P1xynUCsFe0RaCedFF3PyT6twXnRxSxdFRERERESk3Vu4cCFXXXUVX375JR9++CFer5fzzjuP4uLiavs+//zzGIZRbb1pmlx00UV4vV6++OILnnvuOd5++20mT57cHKdQK43ZI9JaaMwdERERERGRZvP+++9XWn7uuefIyspi6dKlHHfcwclqVqxYwbPPPsvs2bPp27dvpWNmz57N2rVr+fjjj+nQoQODBg3irrvu4v777+eOO+4gPDy8Wc6lqjYR7DFNs9KjSHvktAFssA++123brvS+P3T5qK8eIDZ9Hx/Nu5cfj7+vxuNrqjv2gcfa8hA50ukzRyQ4qjsiwVHdEQlObXXHtv3feAoKCiq1xHG73bjd7sOmWVBQAEBiYmJgXUlJCX/84x959NFHSUtLq3bM999/T//+/enQoUNg3SmnnMJf/vIX1qxZw+DBgxt4ZqHRJoI9GzZsACA7O7uFSyLSdHpHRjLfYTDGsvl57VoAPB4Paw/8f972N0hIK+Td2XfzYefL2V2aT24PF2ZpPmvXrqWfaYJtgWUHjqlQUXd8Ph9Ow4FpW4F9Ds1DRA7SZ45IcFR3RIKjuiMSnKp1xzAMMjMzGThwIEVFRYH1t99+O3fccUet6ViWxZ133snIkSPp379/YP1dd93FMcccwxlnnFHjcbt3764U6AFITU0FICcnp8HnEyptItjTo0cP1q9fT69evXA6nS1dHJGm8cF7zH3gAU687z76HFgVHh5Onz7+paIdXkr6RmHZXvr06YNrhwuH4cCwLf+y0wlOB5hW4BjTNMnOzg7UnarHAJx22mmB/0Wker0RkfpR3REJjuqOSHBqqzu2bePxeFi5cmW1lj2Hc+utt7J69Wo+++yzwLoZM2awYMEC5s2bF/oTaGJtIthT8cI5nU5dAKVdMwyj0nu82vKBR6fTSXJ4DDE/5VE0IMm/j3FgD4Nq9eTQunNoGuBvYigi1ekzRyQ4qjsiwVHdEQlO1bpT0Y0rLi6uxgGVazJx4kS++OILZsyYQefOnQPrFyxYwMaNG+nWrVul/S+//HJGjRrFp59+SocOHViyZEml7Xv27AGosdtXc9FsXCJt1LIxD3DqriSWjXmgpYsiIiIiIiLS5ti2zcSJE5k+fTr//e9/yczMrLT9z3/+M1999RXz588P/AFMnjyZZ599FoARI0awatWqQIAHYM6cOcTGxrZoD4o20bJHRERERERERCSUbr31Vt5//33eeustYmJiAmPsxMXFERkZSVpaWo2tc7p06RIIDJ188sn06dOHa6+9lvvvv5/du3fz97//nauuuqrOrmNNSS17REREREREROSI88orr1BQUMBZZ51F3759A38fffRRvdNwOp1MnToVh8PBL37xC6655houvvhi7rrrriYsed3UskdEREREREREjjj79u0LyTEZGRm89957oShSyKhlj4iIiIiIiIhIO6Jgj0grMnbs2MMui4iIiIiIiNRFwR6RVuSkk0467LKIiIiIiIhIXRTsERERERERERFpRxTsEWkjksNj6PJzGcnhMS1dFBEREREREWnFFOwRaSOWjXmAU3clsWzMAy1dFBEREREREWnFFOwREREREREREWlHFOwREREREREREWlHFOwREREREREREWlHFOwROYJokGcREREREZH2T8EekSOIBnkWERERERFp/xTsETnCjB07tqWLICIiIiIiIk1IwR6RI8xJJ53U0kUQERERERGRJqRgj4iIiIiIiIhIO6Jgj4iIiIiIiIhIO6Jgj4iIiIiIiIhIO6Jgj0gbpsGWRUREREREpCoFe0TaMA22LCIiIiIiIlUp2CMiIiIiIiIi0o4o2CMiIiIiIiIi0o4o2CMiIiIiIiIi0o4o2CMiIiIiIiIi0o4o2CMiIiIiIiIi0o4o2CPSzi1btqyliyAiIiIiIiLNSMEekXZOwR4REREREZEji4I9Iu1FfDyzoyIhPr6lSyIiIiIiIiItyNXSBRCR0DDfmYo1Zw7mSSe1dFFERERERESkBallj0g7ctIhgR7nRRcTfsZZjPt5HWGXjG/BUomIiIiIiEhzUssekTZk7Nix9d85Px+cDk4qKsIwFNcVERERERE5UugboEgbcpK6aImIiIiIiEgdFOwREREREREREWlHFOwREREREREREWlHFOwREREREREREWlHFOwREREREREREWlHFOwREREREREREWlHFOwREREREREREWlHFOwREREREREREWlHFOwREREREREREWlHFOwREREREREREWlHFOwREREREREREWlHFOwREREREREREWlHFOwREREREREREWlHFOwRaa/i48G0mBMTgx0f39KlERERERERkWaiYI9IO2W+MxXPjE/5sncW3rffbOniiIiIiIiISDNRsEdEREREREREpB1RsEdEREREREREpB1RsEdEREREREREpB1pE8Geb7/9ljvvvJOhQ4fSoUMHZsyY0eA0Zs+ezS9/+Uu6d+9Ov379+P3vf8+WLVuaoLQiIiIiIiIi0tpNmTKFk08+ma5du5KVlcX48eNZt25dYPu+ffu47bbbGDFiBB07dmTgwIHcfvvt5OfnV0pn69atXHjhhXTq1ImsrCwmTZqEz+dr7tOppE0Ee0pKSujZsyeTJ08O6vjNmzfzu9/9juOPP57Zs2fzzjvvkJeXx+9///sQl1RERERERERE2oKFCxdy1VVX8eWXX/Lhhx/i9Xo577zzKC4uBmDnzp3s2rWLv/71ryxcuJDnnnuOWbNmceONNwbSME2Tiy66CK/XyxdffMFzzz3H22+/HXT8IlRcLZp7PZ188sl06dKFPn361Li9vLycyZMn89FHH1FQUEDfvn2ZNGkSxx13HADLly/HNE3uvPNOHA5/fGvChAlcfvnleL1ewsLCmu1cRERERERERKTlvf/++5WWn3vuObKysli6dCnHHXcc/fv354033ghs7969O/fccw/XXHMNM2bMYOnSpcTGxrJ27Vpuv/12/vrXv2LbNieddBL//Oc/ueOOOwgPD2/u0wLaSLDHNM1Kj5ZlBf4HuP3221m3bh3PP/886enpfPbZZ1x88cXMnj2bHj16MHDgQBwOB2+++SYXXXQRxcXFvPvuu5xwwgk4HI5KaYm0J1XrjojUTfVGJDiqOyLBUd0RCU5tdce2bQAKCgowDCOw3u1243a7D5tmQUEBAImJiYfdJywsjN/97ncMHDiQVatW0alTJ2644QbOPfdcHA4HU6dOpaysjDVr1jB48OCgzq+xDLvimWiFbNumoKCAzZs3B16wsWPH8uCDD3LCCScAkJOTwyWXXMK7775LSkpK4NhbbrmFfv368cc//hGApUuX8sADD5Cfn49lWQwYMICHHnqI2NjY5j8xkWb0xhtvcPnll7d0MURERERERJqcYRhkZmYycOBAioqKAutvv/127rjjjlqPsyyLSy65hPz8fD7//PMa98nNzWXs2LGUlpYyadIkfve733HRRRcxc+ZMHn74Ya666ioAXn31VW655RbeffddTjvttNCeYD21iZY9PXr0YP369fTq1QuAzp07B7p0bd26Fcuyqn2Z9Xg8ga5fu3fv5qmnnuKSSy7hnHPOoaioiEcffZRHHnmEd955p1K0T6Q9qYhy9+rVC6fT2cKlEWkbTNMkOztb9UakgVR3RIKjuiMSnNrqjm3beDweVq5cWa1lz+HceuutrF69ms8++6zG7QUFBVx00UX06dOHhQsXcvLJJwPQsWNHbNtm9OjRgX0P/b+ltIlgT8ULV/HocDgC/5eWluJ0Opk5c2ZgPJ4K0dHROJ1OXn/9deLi4rj//vsD23r06MHQoUNZunQpw4cPb54TEWkhTqdTNw8iDaR6IxIc1R2R4KjuiASnat2p6BUUFxdX74YdEydO5IsvvmDGjBl07ty52vbCwkIuuOACYmJi+M9//sOwYcPYunUrXbt2JSoqCtu22bZtG/379wdg5cqVAKSlpTX29ILWJoI9hzNo0CBM02Tv3r0ce+yxNe5TUlJSLRBU8WawLKvJyygiIiIiIiIirYtt29x2221Mnz6dadOmkZmZWW2fgoICLrjgAsLDw3nrrbeIiIjgjDPO4MYbb+Tiiy/mf//7H0BgQijDMJg0aRJhYWG1TjLVHNpEsKe4uJh169bh9XoB2LJlCytWrCAxMZGePXty/vnnc/3113P//fczaNAgcnNzWbBgAf379+e0007jtNNO48UXX+Sxxx7jvPPOo6ioiL///e907dqVQYMGtfDZiYiIiIiIiEhzu/XWW3n//fd56623iImJIScnB/C3CoqMjKSgoIDzzz+fkpISXnzxRQoLCyksLGTChAmUl5fz4YcfMnr0aFwuFz6fj0svvRSfz4fL5eLKK6+ss+tYU2oTwZ5ly5YFBloGuPfeewG46KKLePrpp3nqqaeYMmUK999/Pzt37iQpKYlhw4YFBkI64YQTeOGFF3jmmWd45plniIqKYvjw4UydOpXIyMgWOSeR5jJkyJCWLoKIiIiIiEir88orrwBw1llnVVr/7LPPcumll7J8+XIWL14MwNFHH11pn2XLlpGRkQH4G6T85S9/Ydu2bcTGxnLppZdy3333NcMZ1K5NzMYVHh7Ozz//TJ8+fdSPVaQBTNNk7dq1qjsiDaB6IxIc1R2R4KjuiASntrpj2zalpaUNGrOnsTweD5s3b6Z79+64XK2jTY2j7l1ERERERERERORQJSUl3HDDDXTq1IlRo0axbds2AG677TaeeOKJFi2bgj0iIiIiIiIiIg3017/+lZUrVzJt2jQiIiIC68eOHctHH33UgiVr5WP2VAzI7PV6cTqdmKbZwiUSaVtM01TdEWkg1RuR4KjuiARHdUckOLXVnYplr9dLeHh4k5Zh+vTpvPLKK4wYMaJSl7G+ffuyadOmJs27Lq062FPBtm26du2Kz+fD5/O1dHFE2hTVHZGGU70RCY7qjkhwVHdEghPquvPEE0/w17/+lWuvvZZ//OMfde6fm5tLampqtfXFxcUhKU9jtIlgj9PpZOPGjfTs2VODlok0gGmarF+/XnVHpAFUb0SCo7ojEhzVHZHg1FZ3LMvC4/E0OL0ffviB1157jQEDBtT7mKFDh/Lll19y9dVXAwRa9/z73//mmGOOaXAZQqlVB3sqRrF2OBxYloXD4cDh0DBDIvVl27bqjkgDqd6IBEd1RyQ4qjsiwamr7jRkVqyioiKuvvpq/u///o/HHnus3sdNmjSJCy+8kDVr1uDz+XjhhRdYu3YtixYt4tNPP613Ok2hVQd7KlT0uVM/VpGGUd0RaTjVG5HgqO6IBEd1RyQ4tdUdy7IAKCwsrDSOjtvtxu1215jWxIkTGTduHGPHjm1QsGfUqFHMnz+fJ598kv79+zNnzhwGDx7MF1980aAWQk3BsG3bboqEH3roIR5++OFK67Kysli0aFG907Asi8LCQrZs2RJ4wUREREREREREauJwOMjIyGDkyJHk5OQE1t9+++3ccccd1fb/4IMPePzxx5k9ezYRERGcddZZDBo0qF5j9rRmTdqyp2/fvnz88ccHM2tAM6pDdevWjQ0bNtCrVy/1YxVpANM0yc7OVt0RaQDVG5HgqO6IBEd1RyQ4tdUdy7Lwer1899131Vr2VLVt2zbuvPNOPvzww0pTpzeWz+dj586ddO3aNWRpNlSTBntcLhdpaWmNTqfihXM6nboASpvkuHYC5OX5F5KSsF54rlnzV90RaTjVG5HgqO6IBEd1RyQ4VeuOYRh4vV5iY2PrHAdr2bJl7Nmzh7FjxwbWmabJwoULefnll8nJyQmqXq5evZqxY8eSm5vb4GNDpUmDPRs2bKBfv3643W5GjBjBvffee9jIVnl5OeXl5YHlJuphJu1cILDSAkGVWuXlYXTuBIC9fUcLF0ZERERERETGjBnD119/XWnd9ddfT1ZWFjfddFObDsA2WbBn2LBhPPvss/Tq1YucnBwefvhhzjjjDBYuXEhsbGyNxzzxxBOVxvmJiYlh5cqVTVVEaa8OBFYUVBEREREREZHaxMbG0r9//0rroqKiSEpKqrb+UCeeeOJh0y0rKwtJ+RqjyYI9p512WuD/gQMHMnz4cAYNGsTHH3/MZZddVuMxN998MxMmTAgsq2WPiIiIiIiIiLQma9eu5bzzziMzM7PG7bt27SI7O7uZS1VZs029Hh8fT69evdiwYUOt+1SdCq1iNi4RERERERERkab26aef1rlPv379GDZsGH/4wx9q3L5ixQreeOONUBetQQ4/WlEIFRUVsXHjRtLT05srSxERERERERGRkBo5cuRhW+7ExMQwevToZixRdU3WsmfSpEmcfvrpdO3alZ07d/LQQw/hdDo5//zzmypLEREREREREZEm9dBDDx12e/fu3Zk2bVozlaZmTRbs2b59O1dddRV5eXmkpKQwcuRI/ve//5GSktJUWYoc0VrlLGQiIiIiIiLS7Jos2PPKK680VdIiUhPNQiYiIiIiIiI045g9IiIiIiIiIiLS9JptNi4RqeyyxS+R6ykmOTyafw+/us79G9pNy3HtBBx5efS3LRzJKeraJSIiIiIicoRQsEekheR6iol0u8ktL67fAQ3tpnVgfyeoa5eIiIiIiMgRRN24REREREREREQa6Oeff65126xZs5qxJNUp2CMSBMe1E3BceLG/a5WIiIiIiIgcccaOHcvLL79caV15eTkTJ05k/PjxLVQqP3XjkiNSo6cpbyczXzV03CARERERERHxe/bZZ/nLX/7Cl19+ybPPPktOTg5//OMfsSyLGTNmtGjZ1LJHjkwHgjXk5bV0SQJaorVQYNwgTz3HDRIREREREREAzj33XBYsWIDP52PUqFGMGzeO0aNHM3fuXI4++ugWLZta9oi0Fg1sLaRWOSIiIiIiIi3P4/FgmiamaZKenk5ERERLF0kte6TtO1LHz1GrHBERERERkZbzwQcfcNxxxxEXF8fixYt55513eP311/nlL3/Jpk2bWrRsCvZI29cKumRdtvglzlj4BJctfqnFyiAiIiIiIiLN58Ybb2TSpEm8/fbbpKSkcNJJJ/H111/TqVMnxowZ06JlUzcukRAItLIpVysbERERERGRI8HcuXPJysqqtC4hIYFXX32VqVOntlCp/BTsEWmlNCaPiIiIiIhI61U10HOoiy++uBlLUp2CPSJNIDC1O0BSUlBptERrIQWYRERERERE2j4Fe0SaQsU4QlDv2bVaA3VHExERERERafs0QLOIiIiIiIiISDuilj3S7lV0TQLUPUlERERERETaPbXskXavomtSpNsdCPocqTRFvIiIiIiISOgsXLiQq6++mnHjxrFjh38Ij6lTp/LNN9+0aLkU7BGpB8e1E3BceLF/4OU2LDAmTz2DXu3lvEVERERERKqaMmUKJ598Ml27diUrK4vx48ezbt26eh//3//+lwsuuIDIyEiWL1+Ox+MBoKCggClTpjRVsetFwR5p9VpFwKFiwOWKGbaOFEfqeYuIiIiISLu3cOFCrrrqKr788ks+/PBDvF4v5513HsXF9ftx/LHHHmPKlCn83//9H2FhYYH1xx57LMuXL2+qYteLxuyR1u9AwKEtzWolIiIiIiIirdv7779fafm5554jKyuLpUuXctxxx9V5fHZ2NqNHj662Pi4ujvz8/JCVMxhtIthjmmalRzmyHNr8rKb3QNXt1fe3D1lj17JPw8pQex7V069JXceEYnvVMtR0TF3LDX2eRNqD5vjMCfvTDf4Wc0lJeJ99usnyEWlOul8TCY7qjkhwaqs7lmUBUFhYiGEYgfVutxu3233YNAsKCgBITEysVxk6dOjAhg0byMjIqLT+22+/pVu3bvVKo6m0iWDPpk2bAH/UTI48/W0LJ2DZFmvXrq1ze9VlyzoY7LEsu8Z9GlqG2vKomj4H9gEqLR/umFBtr1qGmo6pa7mhz1MoPLB/NvlWOfEON/clnNwseYrUpCk/c/rn7sXZpQvmtm3NVrdEmovu10SCo7ojEpyqdcfhcJCRkcHIkSPJyckJrL/99tu54447ak3HsizuvPNORo4cSf/+/euV9+WXX86dd97J008/jWEY7Ny5k0WLFjFp0iQmTpwY3AmFSJsI9nTr1o0NGzbQq1cvnE5n3QdIu+IwHIHHPn36VPtFvOr2asvffX4wLYdR4z4NLUNteVRN/9BjD10+3DEh216lDDUeU9dyHc9TU7ROKPzuc6IjIyksL6vXayMSaqZpkp2d3aSfOVXr1hU//ItcbxHJYTG8dvQfmiRPkabWHHVHpD1S3REJTm11x7IsvF4v3333XbWWPYdz6623snr1aj777LN6l+Hmm2/GsizOOeccSkpKOPPMM3G73Vx//fVcffXVDT+pEGoTwZ6KF87pdOoCeIRzOp2VxvCp+n6oedk4ZI1R5zHgHxS6IohhvfBcA/Konn6t53GYY0KzvT551rV8+DSrvhaB5w1qfO5qctnil8j1FJMcHs2/h1992DLUvL9I02iuzxyn00mut5hIdwS55cX6nJM2T/drIsFR3REJTtW6YxgGXq+X2NhYHI76zUk1ceJEvvjiC2bMmEHnzp3rnbdhGNx6663ceOONbNiwgeLiYvr06UNMTEyDzyPU2kSwR6TZaVDo4FTM3gX1fu4C08GX12/E+4buLyIiIiIiUhPbtrntttuYPn0606ZNIzMzM6h0wsPD6du3b4hL1zgK9oig1iJNSc+tiIiISPui+ztpL2699Vbef/993nrrLWJiYgJj/MTFxREZGVnn8WVlZbz00kssWLCAvXv3BgaHrjBv3rwmKXd9KNgjglqL1FcwH+x6bkVERETaF93fSXvxyiuvAHDWWWdVWv/ss89y6aWX1nn8DTfcwJw5czj77LMZNmxYpTGCWpqCPdLqHG68HGlZ+mAXEREREZH2Yt++fY06/osvvuDdd9/l2GOPDVGJQqd+oxWJNKeKcV8qBvoVERERERERaWU6derUKgZjrola9ohIq6Y+4dLaVLwnAb0vRUQtkkVEjmAPPvgg999/P1OmTCEjI6Oli1OJgj0i0qo1R9cxBZTqR19o/Crek4C6NIqIZvAUETmCHXXUUZSXl3PUUUcRFRWFy1U5xLJx48YWKpmCPSIiGouovvSFptlUDUAG05pIwTmRlqG6JyJtja5bwbvqqqvYuXMnkyZNokOHDhqgWUSOXE39YaIuNtIeVA1ABtWaqIHBOd3oiYSIAuMi0tbouhW0RYsW8cUXXzBo0KB67V9aWsrSpUtJTEykb9++lbaVlZXx8ccfc/HFF4ekbAr2iEjzauIPk/p8KW5ot63W8CW4NZRB2rk66mbgPQh6H4qItKCmuCdQl3aR4GRlZVFWVlavfbOzsznvvPPYtm0bhmFw7LHH8q9//Yv09HQACgoK+NOf/qRgj4hIfVW9KWpwt61m+LWj6k1WtRu5VviLS31aUbWGm8fWUIZ2oWKmRGhV70MRkSNOEwTn1aVdJDj33Xcf99xzD5MmTaJ///7VxuyJi4sL/H///ffTr18/5syZQ35+PnfeeSenn34606ZNo2vXriEvm4I9rdiR8kv+kXKe0jTq9f5phYGSqqrdZLWhMsPBVlRVAyut4eaxNZThSKHAmkh1us+RZqfgvEizueCCCwD49a9/XWm9bdsYhkFubm5g3aJFi/joo49ITk4mOTmZqVOn8pe//IUzzjiDadOmERUVFdKyKdjTmrWBL3shcaScpzSNVvD+CeYXtPZ689/cgRWN0dS6KLAmUoPW9DnVgp85ul6LSHs0bdq0eu9bVlZWqeWPYRhMmTKFiRMncuaZZ/Lyyy+HtGwK9oiIVNHgm+JgfkFrBTf/7YGmQZeqWsOXWpFWp8pnTkuMwaXrtYi0R8cdd1y9983KyuLHH3+kT58+ldY/+uijAFx66aUhLZuCPeiXBhGpoo5AzJHSVaUpvjS3hS/iV/zwL/aUF5L6w1f8e0RoXt+2cN7tRpX6e6TUV2k7muO+s85rTj1+pNB1q+U0x3Ova6McTmPeg9988w3PPvssy5YtIycnh9dee40zzjij3seXlZUxceJEli9fzs8//8xpp53GG2+8UW2/r7/+mkmTJrF27Vo6d+7MLbfcErKBjRvi66+/Puz2Q4NBZ555Jh988EGN5Xz00UexLItXX301ZGVTsIfQ/NKgD0SRI0d9uqq0i5uopmh91Mgv4lW/JNWksdfjXG8R0ZGR5JYXNfjYWrXBllxVn+s3W7g8wapaX9tF3aT9nMeRqOp9Z02tbBr9+obimtMaJieoojXcbzdLGRr43Nf1fqkpwBjqbret4bWREGpE/S8pKWHAgAFccskl/P73v2/w8aZpEhERwVVXXcWnn35a4z6bN29m/PjxXHbZZUycOJFt27Zx880306FDB04++eQG59kYv/rVr6qtMwwj8P+hY/bccssth03r8ccf5/HHHw8sb9++nY4dO+JwOIIqW5MHe15++WWefvppdu/ezcCBA3n44YcZNmxYU2fb/GprHqsLnsgRqanHLqkp6NHYX4pb4stjQ5+negXn22BgJRhVP2dC/frV57kOdZ71+exsdDCvnYwr1F7OQ6ixlU1DX9+2et/Z4MkJGnl9D0mrqlb4GVPX+yWYH7YbfH1vhc9LKLTVutWSTjnlFE455ZRat5eXlzN58mQ++ugjCgoK6Nu3L5MmTQq0gImOjg50a1q0aBH5+fnV0nj99dfJyMjg/vvvZ+3atYwbN47vv/+eF198sdmDPRs3bqy07PP5WL58OZMnT+aee+5pVNqjRo1i/vz5dOvWLajjmzTY8+GHH3LPPfcwZcoUhg0bxgsvvMD555/P999/T2pqalNm3WiNrthBXPCOhF/pWqKPuEhr0BxfxKsu1xUMaI0zZ7XETVVdr019ytTQX6dDosrnTF2vX1N8xoT8PVOfz8428IWi6uuvLwvS5FqgFU5bVNNnp+pnzape34/YrmUt0DW4vb8n77zzTtauXctLL71EWloaM2bM4OKLL2bevHn06NGjXmksXryYMWPGVFp30kknNTq4Eoz4+Phq60466STCw8O5++67mTt3btBp27bdiJI1cbDnueee4/LLL2f8+PEATJkyhS+//JL//Oc/3HzzzU2ZdSVBVcoWuJlsiRv1ZqepIOUI1SKBlDqCAa0huFNNK7z21qdMDf51ugW0RHemugKM7VbV178Vvh+C0dRfQFrLD0J1necR8z6uor12iWxs/WyOL+at4st/CK5jdZ1HXQGmenfzgyZ7rprl3qmBz3VruXbWx7Zt23j77bf58ccfSU9PB+BPf/oTs2fP5u233+buu++uVzq7d++u1ngkNTWVwsJCSktLcR8I6rak1NRUsrOzW7QMht3YcFEtPB4PnTp14vXXX+fMM88MrL/uuuvIz8/nrbfeqnZMeXk55eXlgeWKosWceSbmunWEuVxwSP+3Wu3bB5YFDgckJrK3vBDDMLBtmxR3bLXdK7ZX5JnijoXcXHA6wTQhObnuPKvuX2U5z1OMZVs4DAdJtYwzUa2cVdKour1qmnXmUfG8QOC5aaz6nFclFecEtT5XoV6uz+tb13Nf3zyqHV9xnlDtvBv6egdd5sPkWddyU+RZV5qhKmNDXu+Gvv51vt5B5BFsGSrOE2j0eTe2DE3xnqp6jQnFeVcVivdYqK8htS035jrW6PMs8jT6mlLX51i9Pnvr2qeh511FRZmA+n+21VXGht5T1KSB9zZNoq7zsG28Pl/979dqSx8a91w1Vh3nGar6DvWvW3XebwV7r3RInnXVxwbX51qet8B51+fa2cDXpqq6PkPqlWeVutfge/763H9XrTshvg/dGxPe4M/rRt+31KSen/H1rVu1vmcPnHdN+wT93aWe9xQh+b4V7PdQqPd3zzo/f2spg52Whvntt/U+lQ4dOlQaoPl///sf48ePJyoqqtJ+Ho+nxqnHb7jhBvLz86sN0HzsscdyySWXcP3117N27Vr69OnDnDlzuPTSS9m8eTNut5uysjJiY2ODHu+mvlauXFlp2bZtcnJyePLJJ/H5fHz++edBp921a1cWLFgQdDeuJgv27Ny5k/79+/PFF19wzDHHBNbfe++9LFy4kJkzZ1Y75qGHHuLhhx8OLMfExLBy5UpiR4zAsW5dUxRTREREREREROpgd+6Mr8oYNYdTNdjz8ccfc91117FgwYJqQZjo6GjS0tIqrast2HP22WczePBgHnjggUCw59133+Wee+5h/fr1WJbVbMGepKSkQADwUMOHD+eZZ56hd+/eQafd2GBPq5qN6+abb2bChAmB5YonbHOsi5iUuOoR8gPR0mB/iTg0j7qi/HVGhZugJUBjf5WvT7S7qjqj1Y38VV4te4J/vdWyRy17jsSWPaG4fjfHe0wte4J7bpuiPof6vGt6jzW27tR1D1Fj66I6zqvBv1ZXUeNzXVVdz32V1gkhaf1bSznre951tRwI5rluiZY9DW4VF0TLnlB/XtfWGu3Q91hjW/YE23Lz0DI01X1nQ+4RGvt6tsaWPW3mfqwuDW3ZU59WNlVbi9WRZyjqc6OvYxVlLiuvXt4GGDRoEKZpsnfvXo499tig0xk+fDizZs2qtG7evHkMHz68UeULxtKlSystOxwOUlJSiIiIaHTaFXUoWE0W7ElOTsbpdLJnz55K6/fs2UOHDh1qPMbtdlfqX2dZFoWFhdz+1HWUOS1Ky8uYMfoWHBdeHOjHaL07lYsXPkGk201peTkzRt9cbfulVbZXLAOUHug2duhyTWlUzaOuPOsqQ8V2oM596jqP2pZrK+OheVbtb101jWqDjtbzvOp6bQ4tQ13PXWOXq77e9Xlug82jtvMEGv16B1vmw+VZ13JT5NnY93V902vI693Q1z+Y+hyq57a286zPdayxz219nutQn3cort8Nf49NIdIdUetnTn3Ou7HXkLrOO5TPZX3r0udPftfoa0pz1OdQn3dN77HG1p267iEuDuK8q6ZZ13hJtX3+H5png+8Brp2AkbsXKzkF64XnqpWpLsHcp9SVR9XttR3flJ8ZTVG3Gnof2hKf16G4djb0PVjX+6U+15RQ3Xc25B7h4jo+dxqb56V/Htng61ioPr+bsm6F5H6srnGAGvieq6kMddXXut7noajPobyO1aWoqKjSDFVbtmxhxYoVJCYm0rNnT84//3yuv/567r//fgYNGkRubi4LFiygf//+nHbaaQCsXbsWj8fD/v37KSoqYsWKFYA/WATwu9/9jldeeYUHH3yQkSNH8s033/DJJ5/w5ptv1lm+UMvIyGiytBvbCavJgj3h4eEMHTqUefPmBcbssSyL+fPnc9VVVzVVttJA9Z2qsVUN4CoiIiKHVdeA7PX5fG/wPUBeHs4uXWr9MlBbwAkgOTyamm7RG1qGdjNosAANf/113yoN1siBp0Pxnmtv79tly5Zx7rnnBpbvvfdeAC666CKefvppnnrqKaZMmcL999/Pzp07SUpKYtiwYYFAD8Cll17K1q1bA8sVU7nv3r0bgMzMTN58800mTZrEyy+/TKdOnXjiiSeabdr1F198sd77XnPNNUHn880339CxY8egj2/SblwTJkxgwoQJHHXUURx99NE8//zzFBcXB2bnEhEREZEjQ20BJyBkX3La25cmEWleChg33nHHHRcIytQkLCyM22+/ndtvv73WfZYsWVKvfP73v/8FxuxxVnRlawbPPVe/Gc8Mw6gW7FmxYgVffPEFCQkJnHvuuSQf0mW1oKCAu+66i2eeeQaALl26NKqcTRrsOe+889i7dy+TJ09m9+7dDBo0iPfff7/WblwiIiIiIiIiLUEBY6mPZcuWBXXc7NmzueSSS+jRowdFRUX84x//4LXXXuOEE04AoKysjLfffjsQ7Gmsph2aGrj66qtZsWIFOTk5zJw5s0UGTRIRERERERERaSq2bR92nJ2HHnqI66+/nm+++Ybly5dz4403cumll9Y4U3kotKrZuKry+XwApIXHUu60KLPdmKaJnZaGkZyM7TOxTJOO4fFEhIdRZkfUa3vFMkCZ7R8l+9DlhqRR2/71LSPQ6POo73J98mzoeQa7/dAy1PXcNXa56usdzHk09vUFGv16B1vm5ny9W/J93ZjXuznqc6ie29rOMxTXscaWoTmuIc1x3v7l8Do/cw533o29htR13qF8Lutdl0JwTWmO+hzq867pPdZU15BQXseCXW7I+zpU1/fmfI+Fom6Fqr6H8ryDvVdqys/rUFw7m+oe4nCvd6juOxt+j1D7505j8wzm8zpUr017ux8LxfetUH8PaYp7/rqWWwvTNHE6nZhVylSx7PP5CA8Pb/JyTJ06laeeeooNGzYA0LNnT2644QYuvvjiSvutWbMmMN6PYRjcdNNNdOrUiSuuuIJ//vOfHH300SEtl2E3dojnJuTxeCgtLW3pYoiIiIiIiIhIGxIZGdnkwZ5nn32WyZMnc9VVVzFy5EgAvv32W/71r39x9913M2HChMC+WVlZvPfeewwdOrRSGh988AE33ngjDz74IBMnTiQ3NzckZWvVLXsqhIWFkZ2dTVZWVrMOvCTS1pmmybp161R3RBpA9UYkOKo7IsFR3REJTm11x7ZtysrKmqUML730Eo8//nilVjxnnHEG/fr146GHHqoU7Bk0aBALFiyoFuw5//zzsW270r6h0KqDPWFhYZSWlmIYBrZtYxgGhmG0dLFE2gzVHZGGU70RCY7qjkhwVHdEglNX3QkLC2vyMuTk5HDMMcdUW3/MMceQk5NTad2VV17JwoULa0znggsuwLZt3njjjZCVrckHaBYRERERERERaW+6d+/ORx99VG39Rx99RI8ePSqtO+uss5g8eXKtaf3mN79h2rRpgeX333+f4uLgZ4Zr1S17RERERERERERaozvvvJMrr7ySb775JjBmz3fffce8efN49dVXG5X2LbfcwvDhw4mOjg7qeLXsERERERERERGpp1WrVgFw9tlnM3PmTJKSkpg+fTrTp08nKSmJWbNmcdZZZzUqj8bOpaWWPSIiIiIiIiIi9XT88cdz9NFHc9lll3Heeefx0ksvtXSRqlHLHhERERERERGRevr000/p27cvkyZNol+/fkyYMKHWwZdbioI9IiIiIiIiIiL1NHr0aJ555hlWr17Nww8/zObNmznrrLMYPnw4Tz75ZLWZuFqCgj0iIiIiIiIiIg0UHR3N+PHjmT59OosXL+bXv/41//znPxk0aBCXXHJJi5ZNwR4RERERERERkUbo0aMHt9xyC7feeisxMTF8+eWXjUqvS5cuuFzBD7OsAZpFRERERERERIL09ddf8+abbzJt2jQMw+Dcc8/lt7/9baPS/Oabbxp1vII9IiIiIiIiIiINsHPnTt566y3efvttNmzYwDHHHMNDDz3EOeecQ3R0dI3H/POf/+TTTz8lMTGRK664ghNPPDGwLTc3l1NOOYWlS5eGpHzqxiUiIiIiIiIiUk8XXHABgwcP5uWXX+bMM8/ku+++4/PPP2f8+PG1BnpefPFF7rvvPrKysggPD+fCCy9kypQpge2mabJ169aQlVEte0RERERERERE6iksLIzXX3+dX/ziFzidznod89prr/Hkk0/ym9/8BoArr7yS3/72t5SVlXHXXXeFvIwK9oiIiIiIiIiI1NPbb7/d4GM2b97MyJEjA8sjR47kk08+4dxzz8Xr9XLdddeFsogK9oiIiIiIiIiINKWkpCS2bdtGRkZGYF3//v355JNP+PWvf82uXbtCmp/G7BERERERERGRI9LXX3/NxRdfTL9+/UhMTGT69OmH3X/atGmce+659OrVi4yMDMaNG8esWbPqzOfYY4/l008/rba+b9++fPzxx8ycOTPoc6iJgj0iIiIiIiIickQqKSlh4MCBPProo/Xaf+HChYwdO5Z3332XOXPmcPzxx3PJJZewfPnywx735z//mQEDBtS4rV+/fnzyySfcdtttDS5/bdpENy7TNCs9ikj9qO6INJzqjUhwVHdEgqO6IxKc2uqObdsAFBQUYBhGYL3b7cbtdldL57TTTuO0006rd77/+Mc/Ki3fe++9fPbZZ3z++ecMHjy41uMGDhzIwIEDa93ev39/+vfvH1j+y1/+wl133UVycnK9y3aoNhHs2bBhAwDZ2dktXBKRtkl1R6ThVG9EgqO6IxIc1R2R4FStO4ZhkJmZycCBAykqKgqsv/3227njjjtCnr9lWRQWFpKQkBDSdN977z1uuOGG9h3s6dGjB+vXr6dXr171ntZMRPxR7uzsbNUdkQZQvREJjuqOSHBUd0SCU1vdsW0bj8fDypUrq7XsaQpPP/00xcXFnHvuuSFNt6KFUrDaRLCn4oVzOp26AIoEQXVHpOFUb0SCo7ojEhzVHZHgVK07FUGSuLi4SsGepvDee+/xyCOP8Oabb5KamtqkeTVUmwj2iIiIiIiIiIi0Fh988AE33XQTr776KmPHjm3p4lSj2bhEREREREREROrp/fff5/rrr+ef//wnv/jFL1q6ODVSyx4REREREREROSIVFRWxcePGwPLmzZtZsWIFCQkJdO3alQceeICdO3fywgsvAP6uWxMmTOAf//gHw4YNIycnB4CIiAji4+Nb5BxqopY9IiIiIiIiInJEWrp0KWPGjGHMmDEA3H333YwZMyYwxXpOTg7btm0L7P/666/j8/mYOHEiffv2DfzdeeedIS3Xb37zG2JjY4M+Xi17REREREREROSIdPzxx7Nv375atz/33HOVlj/99NNG5WdZFg5H9XY3lmWxfft2unbtCsCUKVMalY9a9oiIiIiIiIiINKGCggJ+//vf07lzZ3r37s3kyZMxTTOwfe/evQwdOjRk+allj4iIiIiIiIhIE5o8eTIrV67khRdeID8/n8cee4xly5bx73//m/DwcODgtPGhoJY9IiIiIiIiIiJNaPr06TzxxBP8+te/5vLLL2fOnDnk5uZyySWXUF5eDoBhGCHLT8EeEREREREREZEmlJubGxiPByA5OZmPPvqIwsJCLrzwQkpLS0Oan4I9IiIiIiIiIiJNqEuXLqxdu7bSutjYWD788ENKS0v57W9/G9L8FOwREREREREREWlCJ510Em+99Va19TExMXzwwQdERESEND8N0CwiIiIiIiIi0oTuvPNOdu7cWeO2ihY+y5cvD1l+CvaIiIiIiIiIiDShhIQEEhISat0eGxvLcccdF7L81I1LRERERKQO5eXlLFiwgCeffJIPPviA/fv3U1hYSGFhIV6vt6WLJyIibdzu3bt55JFHQpaeWvaIiIiIyBHF6/WyatUqfvzxR3bv3k2fPn045phjSEhIwDAMHA4HlmWxYsUKFixYwPr164mKiuKoo4+i55CeRLuiWbVqVSA9h8NB165d6dixIw6HfksVEZGGy8nJ4eGHH+a2224LSXoK9oiIiIhIu2WaJmvWrGHJkiVs3LiRwsJCoqOj6dWrFz179qR3794AbNy4kXKznD3le9hVtovd5bvJKcshJyGHnAE57CjewTMbnsHcaIIF4XnhuHe7GZI4hIkXTcTabLF79266d+9+2Gb60rKKi4uJjo5u6WKIyBFo5cqVh92enZ0d0vwU7BERERGRdsGyLNatW8eSJUtYt24d+/fvJyIigp49e9KzZ09SM1PZUbKDFZtX8PbGt9m3fh+FjkJ2le6i2FWMGWlWSs/tcZPkTKJjVEfGZYzj6B5H0zW+K+tz1vPqzFdZ41zDV4lf8dX8r4iz4ji287H0W9eXk7qeyClHj8PtdjfJeebl5eFyuYiLi2uS9NuT7du3M3fuXObPn8+8efPYuHEjo0eP5le/+hVHH300qampREdHk5iYSFxcHIZhtHSRj0gbNmxg9uzZuN1uTjvtNNLT05skn6KiIiIjI3E6nY1Oy+v1snTpUtatW8ewYcPo3bt3tfePz+dj/fr1pKenEx8fX2M65eXlOJ1OXC59NW/vxowZg2EY2LZdbVvF+lBeg/SOEhEREZE2x7ZtNmzYwJIlS1i9ejV78vZQHl5ObJdY3B3c7O+9n91lu9m0fxM7c3aSn5OP1zg4to7b7aZrfFcy4zIZHT+aBBLYv3k/u9buon/n/pw99mxGDhvp/1Jo27B/P+TkYOzaDbs685fUq9m3Zg1L/jsD755tpDkKSDe/pEPZl7jNp9gf6aA8KZHYrj1xdUiHlBTslBRITfU/pqRgp6bCgXVERtZ6rj6fj++++45FixaRm5tLamoqKSkpxMXFkZiYSHR0NOHh4SQnJ5OUlER4eHgzvAKNY1kW2dnZZGRkhHS64R07djBv3jzmz5/PV199hc/nIysri6ysLP785z/Tq1cvwiLC2F2+m6+2f0X2D9n0y+hHn6Q+dIjoQHJyMomJiSQmJhIWFhaycrUnpmny8ssvk5OTw6BBgzjqqKOIiooKfEk1DIOCggK2bdtGZmZmICh56Hav18vy5ctZtGgR33zzDZs3b8ayLCzLYvLkyWRlZXHcccdx/PHHM2TIkEAgxDCMQDoej4e9e/fSuXPnQPfJQ7dXlGPBggXMnTuXOXPmsHz5ciIjIxk4cCBDhw5lyJAhGIbBpi2bWL9tPVt2byEuIY4zf3EmZ/ziDJLiknC73LidbkyfyeLFi5k/fz7zF8xn4XcLKfGWQDgQBqmdUxkyYgg9+/Zk6+6trNu4jk07NuG1vVAOHeM6MiBzAMP6DsMoMVizYg0/rfyJ9evXExkZyZgxYzjllFM45ZRT6N+/vwKP7VBiYiIPPPAAY8aMqXH7mjVruOSSS0KWn2HXFFZqJWzbpqCggPDwcH7++Wf69OkTkiisHF5hYSHLly9n6dKlLF++nPj4eEaNGsWQIUNITEzE5/OxZcsWVq5cycqVKykpKSErK4s+ffrQu3dv4uLiyMnJYePGjWzatIl9+/YxZMgQRowYQVhYGIZhkJCQoOh1MzBNk7Vr16ruiDSA6o1IcJqy7ti2zar1q5j5/UwWr1vM9uLtFDuLseIsyiPKyTVzyS3PxcIKHBNFFKnhqfRI7kG/Tv3oltCNrnFdyYzPpGtcVzpEpWIUFPgDODk5/sfdu2HXLv/joetycjA8nlrLZ4WFkWMYbPV4yDGAFDfp8eFEFBSSWgKpJQZO6/C33N5IN+UJMXiS4vEmJVLmdLCvtIwS08SIiCQiKQFPuEGB7WFn8T5yPcWUhFkUh1mUR0BsUgoZKX3ISMyiS1ov4tPSiOvQgfDYWIiIgJgYiIoK1UsStJycHN5991127tzJgAEDcDgcREVFkZqaSnJyMi6XC9M02b17Nzt27CA+Pp6jjz6aiIgInE4n4eHhle4hd+3axbx58/jqq6/YtGkTYZFhdMzqSHJGMhGpEeSb+ewq28X24u3s9e5lj3cPe8v2YlP99XBZLrpGdCUrMYuMqAz6JPVhaOehDMkYQnxsfJN9+W6NnzumaWLbdqXnuqLl3A8//EBmZiam6W8JF2yZTduk3CynzCqj3Cyn3CqnzCyr9uixPIF9qj56bS9hRhjhjnDCHGH+PyOMSMtFXJlFbLEPs7QIX2khvrIirPISKCv1P3rKcHjKcXg8uLwmET6I9EHEgb9I78H/K7ZF+gz/stcOrA83wTLA5wDTceDxkGXTYeAz7GrbTQfYhhPb4cDGCYYT2/A/OpzhREbEEhMbT0J8CtEx8bjcblxuN46wMHC7IS4OEhKw4+MhIcH//4F1JCRAbCwcMoZYaWkp3377LbNnz2bhwoV07tyZm2++mR49elBSUkJYWBjJycltKshUW92xbZvS0tJW11rv/PPPZ9SoUdx66601bl+xYgUnnngieXl5IclPwZ52yjRNli1bxubNmxk+fDipqamYpollWZUe8/Pz2bZtG7t27WLPnj3k5+cHgjEVv2rU1uSwgm3blFvllJgllPhKKDFLKPYVU+orwVu8D7O4gDy3Rb6znBJfCT7bx1GJR3FG1hl079y91VXC9qQ13jyItHaqNyLBqavu5Ofns3r1alatWsXatWvZvHkzZWVlDBs2jOEjhpOUkeQfI6cshw15G1i9fTXrc9ezx7OHIlcRHsfBYIsDBynhKcT4YojyRZHkSKJbUjdG9BrOCZlD6FYeQfS+ohoDOezefTCAU15e6/nY4eGQlobdoQOkpR38Pz09sM4+sJ74eGzgvffe45577mHTpk0AnHjmifT+TW+W719KeFEJ0UWlxBaUEVdUTnyhh4QiLwnFPpKKTJKLbX9gqBhSSiDKF+pXCOzkZOzMTMjMxO7Wzf944I/MTP+XwxAzTZOysrJAC460tDT69etHYWEh8+fPp7S0lJiYGKKjo0lNTSUyMpKwsDCio6OJiYnB6XT6vxP4Csjz5JHnyWNv2V62529n095N5HpysaIsio1i9nnyKPYWYdjgOPDnMhx0jelMZmxXusZ1ISOmC11ju9A1pjOdozuSv3U/02dPY+7y2WzIW4+RBGGpDhyJBpbDxGFDmOGkkzud7nHd6JXYg76pvemZ2IPM2K5EOvxd9QzLAsvytwJzOLATEiA5GeLjK33hru05ai2fOytWrOD999/Hsiw6depEUlISqampJCUlUVRUhMPh4LvF3/HBNx8Q3T2aVT+vIicvB8LBCDMw3Aa4wAg3iIiNoMwsgzAgDGyXDS6ww2z//3Wdqg1x5ZBYCilFBkklBsklDpJKILnUIKnUILEMEsotEsptEsptEstsEsps4mqPzTZYucuBx+nA43LgCXPiC3dhu8OxoyIxIiMxXGE4bAO8PuxyH4bPJAwH4Q4HLgycto3t82F6PZg+D7bPC5aJwzLBsnCYFsaBR4dt47LAZdVdrrrYhoEvOpoil4s80yTfsrCionDGxxOWmEhkaiqupCTMyMjAnzMujsSuXYnr3BkjKQm6dYNWPMZVWwv2fPrppxQXF3PRRRfVuH3//v189tlnIWvdo2AP/jfJxo0byczMrNZcs+LpsSwL27bZuXMnS5cu5aeffiIuLo5x48aRlpaGbduEh4eHtBlqQ1iWxcqVK1m4cCHbtm3D5XLRr18/unbtWuP+tm1TZpVR7C1mX8k+9pXsY3/JfgrKC8grzqPIW4TpNLHDLDz5eZTu3IGVm0tUeTnxPotEC1JwkuiBuFIfCWX+C3HiIY8JZRB2yIWqKAxy3ZAbCXtjYV+UA1dSGsnpvcnKOpbknn1wpaX5mzb36dMqfn1q61rTzYNIW6F6I0eqsrIyfvrpJ5YtW8bWrVvxeDx07dqVvn37kpmZGfjS7fV62b17N7t378blcgV+GHI6nRQWFuJ2uykuLqa4uJh9xfvIL8unyFNEia8Ej9NDSXgJ+639lQZB3l2+G599MLoR6YwkzZ1GekQ6HdypdPHEEb21iMTdHrqUuOjhjKZbRCQdbBvnnj3+AE5FUOdwAZywsMpBmg4dAv9XDeSQkABBfEkoLy/nueeeY/LkyeTn5wMwePBg9u3bh9vtJjIyksjISMLDw3G73URERNCtWzeKiouwnTauCBdOt5Ot2zdjm+X07p7B8MEDGditFwmOSOKscGIsFy6vD8rKKMvPZ9H8+Xw1axbbNmcTkQAR8RCb6CIswiLMZxFtOuhixtGrKJzO+73E7Mn3ByeqPj91BYNiYvwBDdMEnw9Mk/25ucybNYs1P/1EZHg4mZ070yE5mZjISCyPB9vnw7AsDNPE8nr5+YcfyNuyhYHduzO4dw+yVy9j1dJF7Nm6kQgsYhwQ7YA4h4NYDCK8JjE+iPZCjAfcPjDwB3IqHiv+WiPb4YDEREhKwk5O9j8mJZHvdLK5sJC1ubms3bOHyC5dOOU3v6HLkCF4YmMJT0ggPiGhWT6HSktLef/99/n+++8ZMGAAgwYNYs+ePSxfvtz/oy7lbDe2s7pkNT8V/oQ3zYvttDEwiAqLItwIx1fmwyw1iYmIITk2mbSkNOKi4rA9NkXb9lCavQPf5j1khscyMLkz/RLSyXDHEFPkIarIQ1RhKe7CEsLziwkrKMK1vwBHfgGGadZZftswKAkPZ6/Px27TpMTtxp2eTny3bqT360dcerq/m2REBHZEhL+l26F/kZHYbnfgfyIisN1ulvz0E+98/DG79+xh1KhRnHDCCc3Svaq0tJRZC2YyY86nLFyygI07s3FFQ2JqLLEpUUTGheGOAjwFGEUFJBz43pVc5qCzL5oO5W7iCyyiSn3Eey3iPDaxpT4iy00iPSZRnoZVFjs11X8N6NYN8+GHoZbvly2hrQV7mtsRG+wpKSlh5syZzJw5E9u2GTFiBLGxscTExBAZGYnL5cK2bSzLqvQGKfQWsqtsF7vKdlFmlRHuCK/0lxCdQHpqOh1TOhITEUOEKyLw5zAOH9UvKyvD7XbX6w1p2zarV6/m22++YcemTUTaNn0zM+mYkIBdWszP65ezYdNKiop3U5Cfg2GU4TQ8hBs+IiybCMv/i1HkgSaKUd6D/yeU+YM1SWUGCaV2pYDN4fgi3XhjoymPjsLVoQOO5BRcSSk4o2Nh/35y162jcMMGHPv3kwwcbkhBOzISe9w4rF//GvvMM/0fktJg+tIq0nCqN3Ik2L9/P8uWLWPFihVs374dj8dDXFwcvXr1IiMjA6fTGWiR4fP5/F06HDbbirexpXALO8t3kuPJocBXQKlV6u9SQTlldpn/f7scDx7/t/EaxBFLDzuV3t544raWYq/ehXvLftKKIb0MujrD6B4VTZptE1tSgsvrrTkhDgRwDgnaHDaAk5gYVAAnGLm5uUyePJnnn38en89HeHg4Z599NldccQUnnHACn3/+OW+88Qaff/55oDtMeno648aNY9y4cZxyyikkJyc3KM+ffvqJV199lf/85z/+bgBOIB0G/HIA8QPj2Vi+kZ2lO3GZMLgskVPoyWirE4PK4uiS5yVs2w6MzZth27Yag0HNqTzMgScyHF9kOCVOJ/u8XnYXFlPus4mKiiU5KZmklBSSUlP9YxQ5HP4/wzj4f9XlA//btayvtA+wKyeH7I0bWb9hAztzcrCA6JgY0jM6ktglGUe8i3yzgH3efHJ9+ynwFeAz/C0zEkshtdSgQ7mL1FJ/a5SEEov4Eh9uX91fv7wuB+Wx0ViJSYSnphOWloaRkoKdlFQpcFQRPKJiuQHjNa1Zs4Y333yTwsJCTj31VJKSkvwDDm9fR+KQRNZ51jFv0zx2sQunDQl5cJSdyWUDz2REdC962ok48wsgLw/278fIy4N9+w7+v38/5OVhlJXVqzx2dLS/jiYmYh94JDHRf34JCf5zTUg4GDw7sK6i9ZRt2+zbt4/ExMR29QV/7969zJ49m1mzZjFr1iy2bNkS2OZwO+h5dE96j+xNvpGPGWfiifJQ6CjE9JnYXhuX4SLWHUtKYgodEjsQ7YwgznQR6wUrp4C13/7A9uVriAq3iUmAuFiDKK9N51IXg4vj6FMcQae8cty78/Bt3gxNNHh2MNp7sCcjI4P58+fTrVu3oI4/YoI9lmWxa9cuZs2axdy5c9myZQunnnoqo0ePxuv1smDBAnbt2kWxr5h8I59CVyH55FPkKqI4vJiS8BJK3aWYYXVHl53mwcDJoY+xXgexPhdxVhjxVhhxVhiRXnCXmISXmUSU28TaLhIcbmJtJxFeiAr0B7UJK/NiFJcRVu7F7bNw+yzCvL6Q/ZJhOxzYkREQnxC4uHLggmof+n/FhbXi/4p96/nhsmfPHt58803+/a9/sWftWpKjoWvfSPoMTKE0dytpxQYX7Uim/7o8DMvCdrmwTzwR++yzsc4+Gzp3Ds0JHwH0pVWk4VRvpL3ZuXMnP/74IytXriQnJwfTNElJSSErKyvQAri8vJz169ezZvMacq1cyqPL8cR4WL1rNZvzN+OJ8fh/pam4ZzYh2htNuCecsvwySvNLoQxiSiGtEHoQSV93IlnhcfR0RtOVcNJ8ELu/BHfufozduzFKS2sts+1y1Ry4OaRVTkUgpzkDOMFYv349K1asYMyYMSQlJVXbXjHmTN++fRk8eHBIvpiUlZXx8ccf8+qrrzJnzpzA+rS0NC644gJ6junJqoJV/LD7B9YUrKHELMHAINYRS6fYTnR2d6BPSQxZ+11k5Fl0zC0ndXcRrnIP5fgoNXyU4aXEKmNfeREldhlep0WZ00eZ4as8LokBTlc4sdEJREXGEx6XgDs+maiEVKIT04hNTCchpQtJqRnEJXbEiI31dxup4fpbWFiIaZotMrX9jh07+PLLL/nss8+YOXMmhYWFREREcNRRR9GrVy9cLhfOMCfF7mKKw4vxurz4XD7KHeV4nB48hodyo5wySjG8pcQVeokvNUkuh+QyiMovI6agnMQSi8QySPZBcqn/L+nAn7Me9/x2TEwg8FMpMJSYCMnJeOPi+HrtWhauWkVmhw4MzcykcM9m1v28CIdnP2G+Ylz5BSSWQronnA7eMOKLTdzF9QzYuFz+7wkJCf78awreVPx/aMCmAd8ljmS2bZOdnc2sWbOYOXMmc+fOpaCgILA9JiaGMWPGMHbsWMaOHcvgwYMDg1cfzqZNm3j88cd59dVX8Vge6AQ9xvYgtn8sG3wbKPQVEm252HzLTuKiDj/ER3Nq78Gerl27smDBgvYd7HnggQfo0KEDo0aNolu3bjgcDkzTxOPxsGfPHvbu3YvT6SQ1NRW3241pmoE/r9eLaZqBN3mJryTQMmfVjlVsLdxCWFg5Dk8B+bs2E15UEmgKl1ACyQUOOnoi6GRHk+6KpUN4LHGEEeUFZ7kHb2EhpXl5mMVFhPtMIm1/t9RQKXNBmcugLMygJMymxAUlLpuSMCgNg1IXeMNcOKNiiU5MITI+mZi4FGLjOxCf2JGExI64omP9TRKjovyPkZHYBx4rrQ8La9abJdu2+fbbb5k0aRLz588H4Jq/XEP6uHQeXfQoXcsieM04j2N+2IExc2ZgYERrxAjsiy7CuvJKf3NiqZW+tIo0nOqNNMT27dv59ttvSUlJ4bjjjgu0DAaa/QbTsizWr1/P0qVLWbVqFbm5uQB07NiR3r1707FjR0zbZFv+Nr5f/z3r89azj32URJRQHF7MHnMPBZ6DXxoSIxLpkdiDfhFd6bTHQfi6ffS24zkmMYMezmgce/ZiHBgDx961C3btwnm4LlQuF3To4A/gpKf7H2sbAycxsc5xTqR+srOzefXVV3njjTfIyckJrD/qqKPYunUrffr2YcCJA4jKiiKnLIddxbvYZ+6jgAL2evZS4CuoMd0wM4zEsEQyUzLJTM4kPTqdtJi0wGOCKwG3x82gnoNwOdrXpBwej4eFCxfy+eefM2PGDHbu3Mmxxx7LmDFjOPHEE+nRowcLFy5k9uzZzJ49mzVr1tC9e3eOOeYYjjnmGEaOHMmQIUNwu/3j/VR87nTo0IF3332Xf/3rX6xYuQJigWTocUwPeo/oBXY+RXu24NuXQ0KJRXIJdCh3kumJoVOJm0wjjnSvi4QSk6iCMpz78/2DkAfBjIvFkZxyMGhzyCNJSbUGb4iObtXB1/bG5/OxZMkSli9fzqBBgxg2bFijZpHbsWMHTzzxBC+99BKlBwLyaelp/GL8L0jsk8hg52Auu+yyUBW/0RTsObw2Eex5ePrDeA0vXtuLz/L5R2T3llFSVkKZpxS7tISwwmLCi0qIKfcR77OJLvXg3F9IZFE5MWUmseU+Yjw+4j12IJiTWAbx5Q0bAKtSf86KPp0H/i8yTbbt2cOGnTvZW1JCKVAChMfF0blXLxK7dGFzTg6rN21iQ04OpYAZFsaA4cMZdeqpDD7mGKbNnMkLb7zB9n37KAMs/DeLnTp1ok+fPmRkZNA1oyujjhvF4KMHEx8dj9vlbpLnv7n4fD7uvvtunnjiCQBOOukkJj8zmYnzJvLV7q/4Vfdf8fzYR0j76gccn3yC8dlnGIWF2ImJWBMmYP3pT/5pS6UafWkVaTjVGzmcTZs2BaZ0XrBgAXl5efTo0YOePXsGWmYkJyfjdDqJiYmp9Fffrtr1Zds2P/30E3PmzOHnn3/GtE3SMtJI755OWGwYeZ48NuZvZHXOanaW7WSfsc/fzB+T6HJIL4bBdhoDrGSyfPF0K4ugY7FBcqGP2H0luPbk+sfAKSmpvQxOZyCAY6Wlke92E5eVhdGxY/UuVElJCuC0IK/Xy/Tp03nllVf44osvAkHJhIQExo4dy4gRI5g5c2allkCAvytYLKT2TGXUyFGcMeYMzj7lbFLide9VXx6Px9/VrBZVP3ds22bx4sX861//4p133qG4uBiAsLAwxo8fz0WXXEShs5Dl25eztWQrueSyy7OLrSVb2V2+OzDTWJQzisywTnTJjyJxn02Mq5zCvE1EF3tIKTVITuxCl+6D6d79aPpkjSY+PfNgtyh9/h3R9u7dy5w5c/jhhx8Cf8XFxUybNo1TTjmlpYsXoGDP4bWJYM9rF3TDvW8/CaWQcMjgvwnl/j933T2rAjwxkVjxcTiSknElpfi7LCUk+CPSB6atC0xfl5hYaSo7oqPrdZNiWRbffPMNGzZsYPTo0fTo0aPamyw3N5fs7GwGDBhATJXWKcXFxfzrX//ilVdeISYmJtAMb9SoUUS34tHQG+u9997j6quvpri4mK5du/L222/zTdE3PLj4QQyHwZTTpvDbwb/FKC/HePNNnI8/jpGdjR0VhfWHP2DddBNkZLT0abQq+tIq0nCqN1Khorn8ggUL+Prrr9myZQuRkZH07NmTHj160KNHD+IT4tlbvpeN+RtZtm0Z63LXsb10O7igc3JnOiV2Ij48nlhXLHHhcbgtN0V7iijNK6Vft34c1fcoMrtkYts2tm2zffd21m5ey7a924hIjCA6OZoSq4R8T75/EoXSPHJyt1OQl4NZVkSY5cXwlmGVFWOUlRHpOzAO34Ex+DoXO8jyxpFR7qZjkUFigZeYfcW4SmvvkmE7nZCaerClzeHGwElODtwbqe60HVu2bGHevHn079+foUOHVnq9NmzYwOuvv84HH3xAUlISZ5xxBr/85S9D1sVMqjtc3SksLAy09lm8eHGNx8fFxdGtWzf2799PQkoCiT0SyTg6g02FmygMK6QwzD88RbKVzIi0EVxx8hUc0+UYIlwtM7GMtD22bbNhwwY6depEZGRkSxcnQMGew2sTwZ64rl0xCgsBMKOiKIuIwBsdjbtDB9wHmvraCQmUR0SwPjeXFdu2kWdZ9B89mmGnnEJUp07+poWxsYpSt3I//fQTv/nNb8jOziY8PJynn36aUaeM4pb/3cLMnJmc2u1Unj/zeTLjM8E0MT78EOejj2IsXeof2+eSSzBvvRX69WvpU2kVdOMt0nCqN+3b1q1b2bFjB4MGDSIqKiowGUPF49q1a1m8eDHr16+nuLiY1NRUunfvjjvV7f/lvHgr2XnZ7CjfwR5rD7vKd/mnFsY/HXisGYsnx+MfwyYSDDckOQ1SbUgus0kpgdQS/+CtFZMjxPmcRPuchHu8uL12pYkTKgI3kQdmI4rwQXgDfuSqYDscB7tQ1TUGziEBnIZQ3REJTn3rzrJly3jllVd46623KCgo4JRTTuGyyy7jnHPOwe128/HHH/O3v/2NlStXBo5JT0/niiuu4Morrwz6C6NIa9Xegz1HxADN7u3byd69m17DhuFsoanNpfnk5+dz5ZVXMm3aNAD+8Ic/MHnyZN749g0eWfUIxWYxj576KFcddZW/8to2xv/+h+PRR3HMmweAdfbZWLfdhn3MMS15Ki1ON94iDad60/Ty8vL47LPPWLVqFW63m8zMTAYNGkSnTp1wOp2BbgwbNmxg8+bNHHXUUWRkZOBwOHA4HA2+cSsuLubjjz9m+fLlganEXS4XLpcrMKZfsa+YPeV72FO+h93lu9lWso1NhZvYXLCZPdYevPhngwozYaizC0OdnelPB3pacWSUR9GxzElisYlzbx7s3Uv5tm2Yu3YRUVxMQ0YrMYFSp4HX5aLItijymZRa/m7hFd3DHdHRpHTpQnqPHnTq2RNXbGxg/D07Kupgd/P4+MoBnCZ+P6vuiASnoXWnrKyMsrKyGgeqtiyLjz76iPnz53PiiSfyq1/9qlFjuIi0Zu092HNEtOxpiqnXpXWzLIuHH36Y+++/H9u2GTFiBG+99RY5+3N4+IeHmbZzGuMHjufZXz5LVFhU4Djju+9wPPIIjgOBImvsWKyJE7FPPfWIHCxON94iDad60zR2797NnDlz2LlzZ6C1jGVZ7N69m7CwMCIjI4mIiMDCCozRV9ujx/JQ6i2lqKSIguICwhxhpCWnkZ6STnR4NJFhkUSFRZG3O4/Vy1dTUFJA5qBM9ln7+GHdD2TvzibPzKPUUUyEWUqMr4yEcouUEgJ/XUrcZPpiyLCj6VBqEF/oIXJ/Ec78wjrP1U5MhJQU7NRUSE6mOCqKoshIkvr2xZmW5h9nLikJOzISj8vFiuxsft62jd5DhjBg6FAiDmkiv3nzZubNm8f3339Pr169OP300+ndu3ervHlV3REJjuqOSHBCFez5+uuvefrpp1m2bBm7du3iP//5D2eeeeZhj/nqq6+4++67WbNmDZ07d+bWW2/l0ksvDeo8Nm/eTOfOnXG5Kv889M0333D00UcHBnNvKAV7pFX78ssvueyyy9i3bx9paWlMnTqVrl278uqSV3n858fpndybd89/lx6JPSofuGoVzscew5g6FcPnwz7qKMyJE7HPPfeI6sqnmweRhlO9CZ0tW7awZMkSSktL6dy5M2FhYeTk5LB48WJ2795N56zOlCWWMePHGfxc+DNWmgXVZ6auF8PyT7qQUgLJhwRtqv4ll0J6mYvkEpv4YrPOqYxtl8vfKqYieJOSgp2S4g/YpKb6/09N9U9tfCC4wxH6K7rqjkhwVHdEghOqYM///vc/vvvuO4YOHcpll11WZ7Bn8+bNjB49mt///vdcdtllzJs3j7vuuot33nknqAGsO3TowIIFC+jTp0+Djz2c9jUPorQ748aN45tvvuGCCy5g5cqVnHbaaTzxxBNcf8H19IrtxaSVkzj2lWN545w3OL3n6QcP7N8f85VX4L77cDz5JI5XXsF16aXYvXph3nor9vjxEGSEVEREard161YWLlyIw+Ggc+fOxMbGsm7dOqZOn0qOM4fE/onYWTbr0texrXAb7IHYHrEcm3IsUQVRWLssenTuzpCu3cmKSiSmsAzfthy2LPqBnT+uwLcth07OMHrGxtM5PJJky8bYm0tUSWmdNzW20+kPxiQnY/f2P1opKf5ATcXjof+npEBc3BHZMlRERORIcdppp3HaaafVe/9XXnmFjIwM/va3vwHQp08fvv32W55//vnDBntqm7beNE3uuOOOwMRN//73vxtQ+tq1iWCPaZqVHuXIkpmZydy5c7nmmmv44IMPuOGGG/jxxx955JFH6BzbmfuW3sev3/k1k46fxO2jb8dhHDKoZJcumI89Brffjuu553C+8AKua6/Fvv9+fDfeiHnVVf6Bu9sp1R2Rhmtt9SYvL49nnnkGl8tFeno63bp1o0uXLoGmvjk5OWzcuJEdO3aQnJzMsGHDiI2NxTAM3G43cXFxREVFYRgGxcXFzJkzhx9//JGysjLS0tLo3r07AwYMIDw8HKfTicvlwul0Ulpays6dO+nXr19gm6OWQXu3bNnC7NmzKSsro1+/fhhJBp/+8CkLvlxAYXQBEfE+IjuV+FvWbIrlqG1duYle9DCPprPHTVyhFyMvDyN3J0ZuLuydj+HzHeZZ8WIX5fqDNsnJMDQDX0ICawoKWLxpE8WRkfQ/4QSGnHIK7k6dDgZv4uMbPvCwZTVs/yNYa6s7Im2F6o5IcGqrOxWdlwoKCiq17HG73UF3iTrU999/z9ixYyutO+WUU7jzzjsPe9z06dMZPXo0mZmZ1bZFR0cTFxfX6LIdqk1049q8eTOtuJjSTGzb5rXXXuPpp5/Gsix+97vfcdNNN1FUXMSr61/ltU2vMSZ9DA8e/SBx4TVXFEdxMckffEDqv/9N2J49+GJjyb34YvZccglmUpB9B0TkiGXbNhs3buSHH36gZ8+eDBkyBIfDEfjMasy4Kl6vl08++QTTNDn11FPZs2cPubm5GIaB0+kkOjqasrIyfD5fIB/DMDAMg6iEKBwxDvK9+eR788kry2P9jvXkluYSlRJFiV1CbmkuRSVFxLpiSYpIIi02jaSIJOLD4qv9RTmjAgPih3m9WPt3s3vLKtYt+xZr/25SwiCytBjHvjzC8wtIKrVJLoUOJQbJpRDuq/sz3Bcfjy8hATMhAV9iIuaBZV9CAmZi4sH/Kx41w6aIiIjUwDAMMjMzGThwIEVFRYH1t99+O3fcccdhj01MTKyzG9fw4cO59NJLueWWWwLrvvzySy666CJ27NhR6/T0H3zwAffeey933XUX48ePD6xPTU1lwYIF9O3bt76nWC9tomVPjx49WL9+Pb169VI/1iPcQw89xJAhQ7jyyit5/fXXGTlyJL/73e+IiY6hX3w//r7m7/z+m98z9dypDEwdWHMiRx+Nee+98NZbOKdMIe3ll+nwn/9gXnEFvptughoirW2VaZpkZ2er7og0QF31xrZtvv76a6ZNm8b06dPZtGkTPXr0oH///mzfvp2hQ4cSExODw+EgLi4u8FfRuqY+5s6dy2effcbpp5+O1+vlvQ/eI31oOks3L2X+9/PJK8uDSCAKXHEukrokERYfxp6iPXhcHthePc0wwogyonDtcBFjxNAluQsR4RGsXfUjxWVeLBNsHxgeCC+B6BIwSvz/x5dCaolBSolNxOEa3BzgiYvGSE7FmdkBOyUFX3Kyf0DiQ7pIBf5PSoLERDjQUsl54E/aHn3miARHdUckOLXVHdu28Xg8rFy5slrLnpZ0/vnnM2LECK6++mq++OILnnrqqRpn1QuVNhHsqXjhKqZjlSPbb3/7WzZu3MiDDz7IjTfeSI8ePRgzZgxer5ce8T24f/X9nPjvE3nhjBe4eMD/s3ffYU2dbwPHvwl7iiAqIuJAcIAiiFvrHrXuuuq2WkcddVXt1lZbtW6rto7W3SrV1j3qFheCWwFx4UAFEdkrOe8f/MwrBQcRZPT+eOVCznqeE3LnnNx5Ro+sD2JuDoMGoRkwAO2WLRjMmoXhkiUYLFuG0qMHmnHjoGrVt3tiuUhiR4jsyypugoKCmDRpEjExMVSpUoWRI0dSqVIlTE1NSUtL40LwBVbsX8HlqMuUdihNvSr1qFisIiVMSmBpYom1tTVFihShSJEimJmZZUr+xMfHs3TpUsqVK0f79u35Y88f3C9+nwsuF7hz/w6YA++AmYEZJhoT7MzsKFu8LPaW9tiZ2WFrasuDGw/YtnEbj64/oHgcOCWpaFzGlaYV3PAsXhz7lBRU9++juncPwsNRRae+9HmINzHkoSqNe0YK520gUg2RGniKISVd3Slb1ZuarVpTtGJF3SxTqv8lbl7UIUH1v4conOSaI4R+JHaE0M+/Y+dZC+vcmnq9ePHiREREZFgWERGBlZXVC1v1PFOmTBl27tzJjBkzaNCgAfPnz8+1GTYLRLJHiH/74osv0gf8/P13unfvzpEjR6hcuTKpF1L52ednFt1eRN+/+3Lm/hm+b/o9RgYvmBnFwADl/fdJ69IF1f796dO2r12Leu1atO3aof30U5Tatd/uyQkh8kR0dDRbt27ljz/+4Nq1a7Rq1YoOHTrg5eVFbGwsAQEBqFQqPv30UwAeRD/gVvIt9ifu59rja1x4dIEbT29AEcAcQtQhHLhxAG6kH9/VwpXerr2pY1UHY7UxRkZGGZI/gecCOX7lOFoXLcuvLufapWuEWYRhkWpBt4rd6OXeiwpFK2BnZodJUircu4fq/v30n8H30xM39y7C/fssvWcA4WrUWi2gwOXg9Mf/KBYWUKoUiqcnioMDSqlSxBUpQjhQ1scnw/TgxsbGmEZEsH7GDHx9falatSqdO3emZ/v22Nvbv/W/kxBCCCFEXvLx8WHfvn0Zlh08eJBatWq91v5qtZrJkyfTuHFjhg0blmvjdRWIMXtk6nWRlaSkJFq1asWJEycoV64cJ0+exMDAgMuXL2NnZ8e+p/uYsH8CdR3rsq7TOkpalnyt46pOn05P+mzdCoC2UaP0pE+LFgVuRhaZylOIl4uPj2f79u1s3LiRPXv2YGtrS5UqVXQPFxcXjI2NiUqI4sDVA5y5d4Yo0yiSbJMIiwsDwMLIAs8Snng5eFGjZA28HbyxU+zYsmULq7esxj/UH4oC7oAL2Jvb06tSL9ws3bj06BLBUcHcSrhFWEIYaWkplIwDl3gzGhlXoLVpNbyUEpg8iIDnW+PExGR5PopaDSVLojg4pCdzHB3Tf5YqBY6O6csdHWWGKZEr5JojhH4kdoTQT05NvR4XF8fNmzcBaNSoEdOmTaNhw4bY2Njg5OTElClTCA8PZ+nSpcD/T73+4Ycf0rt3b44cOcKkSZP0mnr9Wdlubm4YGxtnWHfy5Elq1Kihd/czSfaIAi0iIoIGDRpw8+ZNBg8ezE8//URERATXrl3DzMyMCLMIBu8dDMCKditoXq756x/86lUMZs9GtX49qrQ0FE9PNBMmoHTuXGAGBZWbByEyS0pKYs+ePWzevJnr169ToUIFXXLHzs6O2NRYLkVdIjA8kNN3T3NfuU+qVXpXJxOVCTUda+Ll4JX+KOmFq60rBur/xZdGA7dvowoORhUUhCo4mOTz59FcvoxRUhIaQGusJtVAS6oKNAYq0hTQqlSYpKmwT9Jg8IKrsmJllTmB83wip1QpKFFCN/aNEG+bXHOE0I/EjhD6yalkz7Fjx2jXrl2m5T179mTx4sUMHz6csLAwtm/fnmGfzz77jODgYEqVKsWECRP44IMPcubE/qdMmTIcOXKEsmXL6rW/JHtEgXf06FFdBvXw4cPUrVuX+Ph4bty4QWxsLIqFwuTTkzkZcZIhXkP4vun3WBpbvn4BYWGo589HvWIFqoQEFBcXNGPHovTpA3k8yNeryM2DEOk0Gg3Hjx/nxIkTxMbG4uLiQvny5UnQJnAp6hKXoy4TTjjXE69zK+YWAJbGllQvXh0HHCiaWJT+Lfvj5eyVnthJTIRr13QJnWc/CQlBlZSUoWzF1halUiXC4uK4cuECBoCdTRGKFrHiQdg9DBQFUwMDnMqVo6i7e9ZJnFKlwMrq7T9xQmSDXHOE0I/EjhD6yalkT37l5OTE0aNHJdkj/ts++ugjfvvtN6pWrcrp06cxMjJCURTu37/P1atXUalVbH+wnRVhK7AzseML9y9o6tIUR0fHTM3lXigyEvVPP6FevBjVkycoDg5oR41CO3hwepeIfEhuHkRhpigKR44c4dSpU7i5ueHl5YVarUaj0ZCWloZGoyE6OpqHDx9ibGyMYqIQEhfCidsnuBJ9hYfqhzzWPgbSEzueJTzxKumFZwlPiiYWpYVXC4xj41AFBcFzCR1VUBDcvInqX5dPxdkZpVIlFDc3lEqV4NnP58a12bdvHz169CA2Nla37L333mPJkiWUKFHi7TxxQuQSueYIoR+JHSH0I8mel5NkjygUHj9+jIeHB5GRkXz33Xd8+umnJCUl0b17d44fP07Lli0xNjamdpvarHq6ioCIAGyNbSlhWgJnG2ecbZzpXq07Dco0eHVhcXGoly9HPW8eqvv3UWxs0A4dinbECChePPdPNhvk5kEURomJifj6+hIcHEzNmjUp/r+402q1pKWlYWSUPgX5qTunuPT4EmGpYdzR3CHOKA4AM7UZ3o7eeDt4U6NkDbyKe+KaYIZBSHpLHSUoiKSzZ7G4cwfVo0cZylaMjcHFJT2p83xix9UVLCxeq/4XLlygc+fOREdHM2fOHPr06VOgb0SEeEauOULoR2JHCP1IsuflJNkjCo21a9cycOBATE1NOXHiBJMmTWLPnj2YmprSqVMnNmzYgJGREXv27eG+zX2uPrpK0IMgbkbd5E7CHSJSIvC29Waw62C87byxs7PD0dHxxW8Qycmo1q/H4McfUV27hmJqinbAALRjxoCeAZnT5OZBFBYpKSkcPnwYf39/LC0tqVGjBikpKRw6dIjHCY/Ze3EvYWlh4ACUIn1AZIBksE22pZZTLd73bkdDjQPlHiShDg5Jb6kTFJTe9SohIUN5GktLVFWqwLOkzv8SO5QrlyNj4qSkpJCWloa5ufkbH0uI/EKuOULoR2JHCP1IsuflJNkjCg1FUWjTpg0HDhzA1NSUpKQkzM3N2bJlC40bN6Znz55s3ryZkiVLcuLECVQqFf379+fcuXN06NiBx/aP8Tf356HqITWL1eQDxw9oWbElLi4uqNXqFxes0aD6++/0GbwCA1EMDFC6d0czfjy4u7+9JyDLqsnNg8g7/v7+7N69mxIlStCoUSOKFy+OWq1GpVKhVqt58uQJBw4cIDk5mSZNmuDs7JxhfUJCAvv27eOff/5BpVLRrFkzzGzNOHD1AEdCj5BaLJWnFk8Ji02fFctMbYZVvBXKxWjqx9jyQSkvWtmVwTLsTvp4OjdvovrX1JZK6dKZul2lVaxIcHQ0bpUqSdwIkQ1yzRFCPxI7QuinsCd73nSAZpmyQxQaKpWKhQsX4uXlRVJSEhYWFvz99980atQIgOXLlxMcHMzly5dp164dDx48IDIyEgsLC6pWqcqyZct4eO0hZp5mRH8QzdjzY/G45cHQu0Pp16Dfi8f2MTBA6dwZTadOaA8cQD1rFur161GvX4+2bVu0Eyei1KnzFp8JIfLW8ePH+euvv6hWrZpu8PSoqCiioqIybevq6gpAZGQk9x7eIzYtNv2RGktcWhxPNU+hAVx5eoWNVzYSrYoGwKqEJS1NqtIsqSLeCY2o8CiVorceoAoKRvUgBXgA7ARAMTSEChVQ3nsP7bPEzrOWOlkNeqzRwNOnufHUCCGEEEII8VretF2OtOwRhc7q1av55ZdfmDFjBvXr18+w7vr169SrV48nT54A4OnpyZo1a3BzcyMqKoquXbty9OhR1AZqhs0exkmTkwQ8DKBqkar82OpHmrk0e606qPz9Uc+ahervv1EpCtqGDdFOmIDSqhW8xeyyfFP0agkJCfz2229YW1vTsmVLTE1NATAxMcEkn8+2llOSkpLYv38/p0+fxtramkaNGuHk5ASAoaEhRYsWfeXrR1EUDh06xJ49e/D29sbR0ZETp04QEBFA0IMgQsJCUFuoUZmpwAwwBQNDLXamRpilpWKSkoxlGlgnZ3xYpYBtsgGllSKUNbSlhNaUovFaTG+EoYqLy1gHS8v0BM6/x9OpUAGMjF77+ZC4EUI/EjtC6EdiRwj9FKaWPTExMWzatIm1a9dy8ODBHDmmJHvEf87Bgwf5+OOPee+99/j2228zfKBPTk5myJAhrF+/HoBx48dRr3c9vjr4FUExQcxpModhdYa9fmFBQRjMno1q3TpUaWko1aqhmTABpUuXHBn341Xk5uHFtFotv//+O6dPn6Z9+/a6JM/zihYtSsmSJbGxsXmjC0VKSgoBAQE4Ozvj4OCAoigZHklJSWzfvh2ANm3apM8cpSgYGRm9/mxx2RQbG8uuXbsIDAzExMSE2rVrY2Njg+Z/3ZyedaWC9IRPsWLFKFGiBBbm5hAfDzExukfAwYME+ftT1ckJSxQuXT1ObOJdFE0MJokpWCeDTYoa6ySwTNRilQJFUlWYpmX/8qNYWoKNDYqLy/8ndp4ldRwdcySZKnEjhH4kdoTQj8SOEPopDMmeo0ePsnbtWrZv3461tTVt27blxx9/zJFjS7JHiH9RFIXvvvuOb7/9FoAuXbqweOliPt7+Mb63ffmkxifMaD0je28cd+6gnj8f9fLlqBISUMqXRztuHNo+fSCLJENOkZuHrJ04cYKlS5fSpk0bSpUqxZ49ezh+/Dh37twBwNzcnCFDhlCrVi1SU1MxMTGhWLFiGBkZYWhoSEJCAg8fPqRKlSqYmppiaGiY6fWQmprKgQMHOHHiBAA1a9akSJEiWf4dEtISuJN4h2RNMkWMimBlZIW1oTVGBkYUL14cR0fHLJNR/6YoyotflykpPL55k0PbtnH74kXsjIyoXq4cFlotcffu8TA0FEutlsSHD3l47RpWgBVQvlgxSllaYpiQgEF8PAYJCZmmHH9lvYyMwNo6/WFlhfK/n7r///t3Kyvd9oql5f/va2kJb+F1LHEjhH4kdoTQj8SOEPopqMme+/fvs379etavX8/Tp0+Jjo5m2bJldOrUKUfrK8keIV5g3bp1fPTRR6SmplK7dm02bdrEPP95zLk4h47lO7Lm/TWYGGazm8/jx6gXL0b900+ooqJQSpZEO2oU2o8+Sv8wm8MK483D33//TUhICM2aNcPJyQmtVqtrIRMXF8ehQ4e4evUqbm5u1K5dG2tra902cXFxXL58mZiYGDw9PTl2/hgn4k9wy/oW9+Puo03VkhCbQGpSKmgALZQsVhJ7O3uMVEaoUWOkNsJIZYSR2ghTA1NM1aaYGZhhZmSGhZEFhhpDkmKTiH0SS0nHkmAED6IeEHo7lIinEaSSSqoqFVNrU6I10cQYx5BikpLluZpjioPKGoc0C0qrrCljWBQHLCiWZoxtqhFFU9UYRyfx9PpdeBxDUcUAG0WNpVbBNDUV46Qk1HFxqOPiMEhNzfZzHWMIsYYQYwwJ5oYkWRnz1ETLI8MkYowhxgRiTVSkGJugmFhRpkJVSpZxpXrFRlR09kJVpEh64sbE5K12X3xThTFuhHgbJHaE0I/EjhD6KWjJnq1bt7JmzRpOnDhB8+bN6datG82bN8fR0ZGjR49SqVKlHC1Pkj1CvMSRI0fo2rUrT548wcXFhSNHjrDxykYm+E3A3syeUhalsDGxwUxlhlmSGeObjaesbVkMDAwwMTF5cRecuDjUK1einjcP1d27KEWKoB0yBO2gQTk6bXthunlITk5m+vTpVK1aldKlS2dar9FoSExMJCUlhdTUVNLS0khNTcXKyopixYpx8+FNLoVdIjIpkseax1xVrnJDdQNjA2Pau7bHs4QnqdpUUtJSCL4ezInTJ7gXfg8MAAMwsTAhOS0ZlaEKQxNDjMyMUAwVVMYqFCMFlYmKFCWFNFUaRv8ae8Y2xYDiWlNskg0wjU7B+EkSVklgHQ92KUa42ZSigpU9xvFJxN2/h+ZJNJYaBSstvGQeuCylqOGpKcSZqIk3URNrrOKpicJTEy3RJlqemjxL0qT/fP4RawxplmYoVlaorKwwxJjH9x/z6M4jSAZSwMLAgvi78fAEzJPNGfbBMMZ+MhZ7e/uc+DPnC4UpboR4myR2hNCPxI4Q+iloyZ5ixYoxevRoPvnkE6yemyTE3t4+V5I9MhuXEC/RqFEjjhw5wnvvvUdoaCj9+vVj69atlLctz7qL64hOjuZp4lPuJN3hTtIdtvyxhRYlWtDdqTvOFs5UrFgx6w/BlpbpLXqGDkW1YQMGs2ZhMHMmBjNnori5oW3VCqVlS5SGDcHM7O2feD5z48YNFi5cSIcOHbh9+zaLFi1i9+7dpKSkkJaWRpEiRXSDbrvUc8Glswtnb53lYfxDsCa9P9Jz73YqVNQtXZdxHuN4v/L7FDEtkrHASg9Rud8m6PRptq9fT/CZM1iRTEkzM2pVrkz1smWxiVUTHhJCxPXrqOMTsAbdI3N7Lw0Q/4KzS0W5EwZWT8DKCgvbEmjKVODO06ccvn2bxykpxADmJUpQpU4dotLS0FpaYle2LMbFi3EmLIRrMQ8xdS6OQw1Xzt26ypnLZwgKCyLVIBW0UNq+NB5uHvhU96GsQ1nKG1thZWyFlYkVlsaWWBlbYW1ijYWRBQbqzDeZISEh/PDDD2z4ewPxmniKFCnCiBEjGDlyJLa2ttn+ewohhBBCCPFf07t3b5YvX86xY8fo3r07nTt3xsbGJtfKk5Y9QryGCxcu0LBhQxITE5k0aRJTp04F0qeLbtSoEaGhoWACRnWNMGpoRKJBIs0cmzGq3Chqudd69QdirRbVzp2ot21DtXcvqnv3AFBMTVHeeQelZUu0LVuCq2u2usMUhm+Ktm3bxuXLl2nUqBG7d++mXr16tG7dmuDgYGbPns3atWtJ06ZhU8eG4u8VJyQlhOLmxaliXwWjJCNCzoRw+9JtSpqXZPTA0XRt3RUHSweMDP43O1N8PKqzZ1GdPo3K3z/9ERb2WnVTTEzA2pokIyOitVqMixXDxskJVZEiGcalwdo641g0VlYoz41Lg4UFqDO34YmNjWXRokXMnTuX6OjoDOvq1q1Lly5d6NSpk27mrOclJydz7tw5nJ2dKVmyZLaf96yEhoZy8eJFmjZtSpEiRV69QwFVGOJGiLwgsSOEfiR2hNBPQWvZA5CYmMhff/3F2rVrCQgIoGnTpuzdu5cjR45QpUqVHC1Lkj1CvKYNGzbQr18/AHx9fWnRogWtWrXi5MmTODs7M3HiREaOHIkGDU0+acLF4hcpYliEGR4zeKfGO6//4VhR4PJl1Hv3pid+jh1DlZI+potStizali3TW/00aZKePHiJgnzzkJqayowZM6hYsSK2trb8/fffTJw4MUNiIyI+gjmH5/DrpV+JSouifun6DK85nI5uHf8/mQPcvn2bUqVKYaRWw5UrqM6cQf2/5A6XL6P63wxUikoFlSuj+PikT91dpEj6oMDPBgt+LlmjG4vmLYiOjmbhwoWcO3eOxo0b06lTpyy7somcUZDjRoi8JLEjhH4kdoTQT0FM9jzv+vXrrFu3jt9//524uDhatmxJhw4daNeuXY4cX5I9QmTD2LFjWbRoEdbW1tSpU4e9e/diY2PD4cOHqVy5MuvWrWPAgAEADJ48mN32u0lLTePH6j/S2qd1hr6Zry0uDtXhw6j27kW9Zw+qGzcAUAwNUerX//9WP9WqZWr1U1BvHsLCwliwYAHvvfcet2/f5vbt20yePBkjo/QETkB4AIvPLGbjlY2oVCp6Vu3JsJrD8Czh+f8HURS4eze9pc7p06jOnEEVEIAq/v+7UymlSqUndnx8UGrVQvHyypWBskXBUlDjRoi8JrEjhH4kdoTQT0FP9jyj1WrZs2cPa9eu5Z9//uHhw4c5clxJ9giRDampqbRs2RI/Pz8AjI2N2bVrFw0bNtRts3TpUkaNGgXAzKUzWZGygoi4CH70/JEGLg0oUqQI1tbWqNVq/d58QkP/v9XPoUOoEhIAUEqWRGnVCm2fPulj/ahU2bp5ePLkCdOmTaN8+fK0a9cOMzMz3VTjzx5vI/52797N+fPnadiwITt37sTHx4cOHTqQoknhz6A/WXxmMafuncK5iDNDvIYwoPoA7MztICYmPaHzfHInPFx3XMXSEqVmzfRHrVooPj7g6Jjr5yMKHrnpFkI/EjtC6EdiRwj9FJZkz/MiIiJybOITSfYIkU3h4eHUrVuX+/fvs3r1anr06JFpm2+//ZZvv/0WW1tbDvsfpt++fgRFBuFo5oj6f/9Sk1OpZVWLce+Mw9LEEgMDgwyP69evY2RkhKurKwYGBqjVal3CRfemlZSEys/v/1v9XLkCgOLigrZ/f1I/+IDgmJhXxk5cXBxjx46lT58+JCYmYm5ujjqLMWTS0tKIi4vDxsYGa2trDA0NMTMzo3Tp0m8cm2lpacyZM4cyZcpQrFgxfH19+fTTTzErbsaywGUsP7ucB/EPaFq2KcOrDea9pDIYBgTqkjsEB6P639uZYmAA7u5o/5fUUXx8oFIlkPcP8RrkplsI/UjsCKEfiR0h9FPQkj3PGgy8jEqlol69ejlSniR7hNBDdHQ0jx49wtXVNcv1aWlp1KlThwsXLtC3b1/m/jSXH0/+yOOEx8TFx+Ef4I+BpQEhqhCsDa3p59KPDo4dMMIIjUZDbGos95PuU8y4GHYmdhmOrVKpMDQ0JC4ujsePH1OxYkUsLS0xNDTE6t49im3dinrNGlQRESgGBsQ0bIjZiBGo3n0XDDNPwJeUlMSwYcPo3bs3586dY/r06cTFxdGgQQPWrl2LpaUlJ06cYMWKFahUKqytrbGxsaFx48Y4OzsTGxuLqakplSpVwtTUVK/n8969e8yfP582bdpw584dgoKDaD2oNcvOL+PPq764xRjzCfXo8LQkdpeuozp3DlVSkm5/pWzZ/++O5eODUqMGmJvrVRch5KZbCP1I7AihH4kdIfRT0JI9tra2uvq8KA2jUql4/PhxjpQnyR4hcsnp06dp2LAhiqLwzz//0KhRIxRFoUuXLmzfvp0iRYrwVP0UVSMVai81dmZ2OFo7EhIRQrzmf+PKaKDEwxKsHb6W6qWqk5aWRlpaGoGBgWzfvx0zazNqVKiBh4cHaWlpJCcnU758eUra2qLasQPVypXpXb4UBcXBAW2vXlC6NKSlQVoa2pQU/tq0CffKlUmMiaG4rS1qjYbtf/9NWlISxWxscCxenNCQEAzMwNzeBCNjNSlPEzFIgZI29lRx8yDRoghJdnbYurtjVqECioNDehcpW9tXzh524MAB/P3907ttbd2MyjaSuIensLt4nSaPzKl1X4V59HPj7NjYZEzs+PhA8eK5+acU/zFy0y2EfiR2hNCPxI4Q+iloyZ7y5ctjaWnJBx98QPfu3V84Y3NOzXoryR4hctGIESP45ZdfqFSpEmfOnOHnn39m3LhxGBsbc/ToURYtWsSaNWuwdram/fT2RMVGsff3vaRFpNHMuxmBjwN54vYErKFNhTY0LNOQA1cOsP/qfhTb/4VuMAyvMZy5o+dy48YNIiIiqF69OmZmZmg0Gm4cPkzF48cxXLUK1e3bOXJeWkCjBo0KDLVg+IJ3EcXYmPgiRTAoXRpDZ+f0AZGLFyctNpa08HDiQkMxjY3FKDoK1eMIrFK0mfZXqlfPmNipWDFb088LkV1y0y2EfiR2hNCPxI4Q+iloyZ6UlBS2b9/OunXrOHHiBC1atKB37940b948V+opyR4hctGTJ0/w8PDg0aNH9OrVi40bN5Kamsq8efMYPnw4SUlJNG/enNOnT1OxYkUePnxITEwMbdu2ZePGjZw7d45GTRqhqazB4X0HolXRpN1JI/V2KtWLV8etihsbwzZCcahSpAqfN/6c8knlMTIywt3dHUVR/v8NUKVCFRAAiYkoBgYsWrqU4o6OODo7o1WradikCRga8jD5MZuu/cXqS+u5lXgP4tW0qNCaoS0+pq5zAwyNTECtZufenfQb3Y8Yq6eUrG5AcVMNlZKtaKSpgN3TFKyexGITFY/t0yRKxGgoEpuM+l/vNhoVPDZX88BCy2NrA6xKV6CcWx1sKtVIH0S5WrW3Nr25EM/ITbcQ+pHYEUI/EjtC6KegJXued+fOHTZs2MCGDRtISUmhR48eTJ48GcMsht3QlyR7hMhl69evp3///rrfO3TowMaNG3VvPPfv36du3bqE/2/mqAYNGrBjxw7MzMwAmDt3LhMnTsTExIRy5csRdDUId3d3Dh8+jKWlJR07dWRXyC7Mm5uTUDKBDyp/QL9i/ajgXAFHR8cs3wB//PFHYmJiaNq0KY8fP6Z9x/bsur6LledWsvv6bkwMTHi/8vv0q9aP+qXrvzDubt26RdeuXTl//jxqBzX1Pq7Hfcv7JMYmEvUgCnWKGkMMSbZKRmueQsl4KBUL8Ubw0BKiNFC1uAeD3xlMb4/eWBpb5tJfQYjXJzfdQuhHYkcI/UjsCKGfgpzseeb27duMHDkSPz8/QkNDKVq0aI4dO/N0O0KIHNWzZ0+aNGkCQJkyZfjll18yvOmUKlUKX19fihYtSq1atdiyZYsu0QMwevRo2rRpQ3JyMkFXg7C3t2fz5s1YWVmhUqlYvmw5DvEOJCxNoPGTxvwZ8iefXv2Uc9fPERcXl6k+q1evJjg4mNatW+N/w58A2wDKLyrP+77v8zD+IQtbLSRsVBgr2q2gkXOjl950lC1blsOHD/PBBx+gDddy7ItjqBepCf8ynOSfkml6vynBU4JZV3cdZTaV5+4mOB0Il/dDkX0VCOhzloCxAQz1HiqJHiGEEEIIIUShl5yczKZNm+jYsSP16tXDzs6OP/74I0cTPSAte4R4K+7evcuMGTP46KOP8PDwyHKbxMRETE1Ns8w+R0ZGUq9ePR4+fMiuXbsyTce3f/9+2rRpA8D3q75nUeQiklKS+N7ze7zsvahSpQqGhobs3LmTxcsW493HG9/rvlxLvUZR06J84P4B/av3p3qJ6nqdn6IoLF68mAkTJpCWloaxsTE//PADH3/8se58UlJS+Pnnn1mwYAGNGzdm7ty5WFpKgkfkP/INqxD6kdgRQj8SO0Lop6C17AkICGDdunVs3ryZMmXK0KtXL7p165bjSZ5nJNkjRAGRkJBAQkICxYoVy3L9pEmTmDNnDra2tuw6uotP/D7h5P2TFDUuSjHTYtga2nIz5CaxJWJJ0CTQxLkJAzwH0NGtI6aG+k2Z/m9+fn6sWbOGIUOGUKNGjRw5phBvm9x0C6EfiR0h9COxI4R+cjLZs2zZMhYuXMijR49wd3dnxowZeHt7v3D7JUuWsHLlSu7evYutrS0dOnTgq6++wtT0xZ+rbG1tKV26ND179qR69Rd/yf7uu+++Vp1fJedG/xFC5Cpzc3PMzc1fuH7q1KkcOnSIwMBAPh3+Kbt37OaPK39w5toZHiY85GHCQ+zL2+ODD9O7TqdSiUo5Xsf69etTv379HD+uEEIIIYQQQuSGzZs388UXXzBnzhy8vb1ZunQpXbp0wd/fH3t7+0zbb9q0iSlTprBw4UJq165NaGiorkfDtGnTXlrW3bt3mTVr1gvXq1QqHj9+/MbnBJLsEaLQMDY2Zs2aNdSqVYvDhw+zYO4Cxo8fT5moMnz46YdER0fTvXt3Zs6cibW1dV5XVwghhBBCCCHy3OLFi+nbty+9evUCYM6cOezdu5e1a9cyZsyYTNufPn2a2rVr07VrVyB9XNYuXbpw5syZl5YTFRWV85V/iQKR7NFoNBl+CiGyVr58eebOnctHH33EN998Q9WqVRk/fjz37t3Dzc2NqVOnYmFhIbEkxEvINUcI/UjsCKEfiR0h9POi2Hk2Uk1MTEyGblwmJiaYmJhk2DYlJYVz585lSOqo1Wreeecd/P39syy3Vq1abNy4kYCAALy9vbl16xb79u2jW7duOXJeOaVAJHtu3LgBQGhoaB7XRIj8z8fHh1atWrFnzx46d+4MQPHixZk3bx6RkZFERkbmcQ2FKBjkmiOEfiR2hNCPxI4Q+vl37KhUKpydnXF3d88wO/HEiROZNGlShm0fP36MRqPJ1F3L3t6ea9euZVle165diYqKok2bNiiKQlpaGgMGDGDcuHEvree4ceOYMmWKbpIaX19f2rRpg4WFBQBPnz5l0KBBbNq06fVO/BUKRLKnfPnyXL9+HRcXFxm0TIjX8Ntvv1G7dm3CwsKwsrJi27ZtVKtWLa+rJUSBoNFoCA0NlWuOENkksSOEfiR2hNDPi2JHURRSUlK4dOlSppY9OeHYsWPMmTOHH3/8EW9vb27evMmkSZOYNWsWEyZMeOF+v/32G5MmTdIle8aOHUvNmjV1yZ7k5GQOHDiQI3WEApLsefaHMzAwkDdAIV6DnZ0dmzdvZvbs2bz77rtUq1ZNYkeIbJJrjhD6kdgRQj8SO0Lo59+x86wb1+vMxmVnZ4eBgQEREREZlkdERFC8ePEs95k2bRrdunWjb9++AFStWpX4+HjGjBnDuHHjUKvVWe7374nQc3ti9KxrIYQo8KpVq8bKlSvx8PDI66oIIYQQQgghRL5jbGyMp6cnhw8f1i3TarUcOXIEHx+fLPdJTEzMlNB5lmzK7QROdhSIlj1CCCGEEEIIIYQQOW348OEMHz6cGjVq4OXlxZIlS4iPj9fNzjV06FAcHBz4+uuvAWjdujWLFy+mWrVq1KxZkxs3bjB9+nRat26dr1rnSbJHCCGEEEIIIYQQ/0mdO3cmMjKS6dOn8+jRIzw8PPD19dV147p7926Gljzjx49HpVIxbdo0wsPDsbOzo3Xr1nz55ZevLGv69OmYm5sD6TOBzZ49G2trawASEhJy9LxUSn5qZ/QviqIQExODsbExISEhuLm55atMmRD5nUajITg4WGJHiGyQuBFCPxI7QuhHYkcI/bwodhRFITEx8bXG7Hmb3nvvvdeqz7Zt23KkPGnZI4QQQgghhBBCCJGLtm/f/lbLkwGahRBCCCGEEEIIIfKRMmXKcOvWLb33l2SPEEIIIYQQQgghRD7ypiPuSLJHCCGEEEIIIYQQohCRZI8QQgghhBBCCCFEISLJHiGEEEIIIYQQQohCRJI9QgghhBBCCCGEEPnIm04bL8keIYQQQgghhBBCiHxEBmgWQgghhBBCCCGEyMe+/PJLQkJCXnv7jRs34uDgoHd5kuwRQgghhBBCCCGEyEU7d+6kbt26tGzZkrVr1xIfH//S7evWrYuJiYne5UmyRwghhBBCCCGEECIXBQQEsHXrVlxcXJg8eTKVKlVixIgRnDp1KlfKk2SPEEIIIYQQQgghRC6rX78+ixcvJigoiO+//57r16/Tpk0bateuzcKFC3n06FGOlSXJHiGEEEIIIYQQQoi3xMLCgt69e7Nr1y7OnDnDe++9x9y5c/Hw8MixMiTZI4QQQgghhBBCCPGWxcfHc+LECfz8/IiOjqZs2bI5dmzDHDuSEEIIIYQQQgghhHipEydOsG7dOrZu3YqiKHTo0IFvvvmGOnXq5FgZkuwRQgghhBBCCCGEyEUPHjxgw4YNbNiwgdDQUGrWrMl3331H586dsbS0zPHyJNkjhBBCCCGEEEIIkYvc3d2xtbWle/furFmzBjc3t1wtT5I9QgghhBBCCCGEELno119/pU2bNhgavp00jAzQLIQQQgghhBBCCJGL2rVrR2JiIufOnSMuLg6A8+fPM3ToUPr378/GjRtztDxp2SOEEEIIIYQQQgiRi/z8/OjZsydxcXHY2NiwfPly+vfvj4ODA2q1mm3btpGYmEi/fv1ypDxp2SOEEEIIIYQQQgiRi6ZNm0aHDh24dOkSw4YNY+DAgQwaNIhTp05x4sQJJk+ezPLly3OsvHzdskej0eh+qtVqtFotKpUqj2slRMGh1WoldoTIJokbIfQjsSOEfiR2hNDPi2JHq9UC6XmEtzU+zuu4fPky8+bNo1SpUowePZoffviBTp066dZ37tyZ+fPn51h5KkVRlBw7Wg5LS0sjPj4+r6shhBBCCCGEEEKIAsTCwiJfJXtsbW0JDg7G3t4eACcnJ44ePUrZsmUBePToEZUrV+bx48c5Ul7+OfOXMDIyIjQ0lIoVK2JgYJDX1RGiwNBoNFy7dk1iR4hskLgRQj8SO0LoR2JHCP28KHYURSEpKSkPa5Y1lUqVoQXSv3/Pafk62fPsD6ZSqVAUJdefDCEKG4kdIbJP4kYI/UjsCKEfiR0h9POq2MlvyVNFUejQoYOutVFCQgI9evTA2NgYSO/ZlJPydbJHCCGEEEIIIYQQoqCbOHFiht/ffffdTNu0b98+x8qTZI8QQgghhBBCCCFELvp3sie3SbJHCCGEEEIIIYQQ4i25dOkS169fB6BChQq4u7vneBmS7BFCCCGEEEIIIYTIZQEBAYwcOZLg4GCeTYyuUqmoVKkSCxcuxMvLK8fKUufYkYQQQgghhBBCCCFEJkFBQXTs2BEzMzN+/vlnDh8+zOHDh1m6dCkmJiZ07NiRoKCgHCtPWvYIIYQQQgghhBBC5KIZM2bQuHFjVq9enWH2MA8PD95//3369OnDjBkz+PXXX3OkPEn2CCGEEEIIIYQQQuSio0ePsmnTpiyniVepVIwdO5Zu3brlWHnSjUsIIYQQQgghhBAiF8XFxWFvb//C9cWLFycuLi7HypNkjxBCCCGEEEIIIUQucnJyIjAw8IXrAwICcHR0xM/PL0fKk2SPEEIIIYQQQgghRC7q3Lkzn3/+OVeuXMm07vLly3z55Zc0bNiQ9u3b50h5MmaPEEIIIYQQQgghRC4aM2YMhw4dolGjRjRu3Bg3NzcURSEkJIRDhw7h5eVFnz59WLNmTY6UJ8keIYQQQgghhBBCiFxkampKSEgIRkZGHDp0iP379wNgYGCAkZER165do0OHDjlWniR7hBBCCCGEEEIIIXJZSkoKgwYNokqVKrpliYmJnDlzhhMnTnD79u0sZ+vSh4zZI4QQQgghhBBC/EdER0eTnJyc19XIN/z8/OjRoweVK1emaNGi7Nix45X7HDt2jHfeeYcSJUrg5eXF+vXrX6ssd3d3HB0d6dmzJ2XKlOHIkSN89dVXnD59mg4dOvDzzz+/6enoSMseIYQQQgghhBDiLdNqtURFRWFlZYWJiUmOHjstLY1bt24RHBxMSEhIhp8RERGYmppSt25d3nnnHZo0aULNmjUxMjLK0ToUFAkJCbi7u9O7d2/69Onzyu1v375N9+7dGTBgAL/88guHDx9m1KhRlChRgmbNmr1033r16rF7926WLVtGbGwsHTt2JDk5mbVr11KpUiXu3r1Ljx49cuS8JNkjhBBCCCGEEELkkNTUVB4+fMiDBw8IDw/P8ueDBw94+PAhaWlpWFtb0717dwYOHIiXl5fe3XgURWHDhg3MmTOHq1evkpqa+sJtk5KSOHjwIAcPHuSbb77BwsKC+vXr07hxYxo3boynpyeGhv+NdEGLFi1o0aLFa2+/cuVKypQpw3fffQeAm5sbJ0+eZMmSJS9N9vTo0YPjx4/TsmVLhg0bRvPmzTEwMODXX3/VbVO6dGl++ukn/U/mOQXir6fRaDL8FEK8HokdIbJP4kYI/UjsCKEfiZ2CQ6vVcvv2be7fv69L2Pz78fDhQyIjI1EU5bWPGxMTw7Jly1i2bBkeHh60b98eBwcHihcvjr29ve6npaXlCxNBAQEBjBs3jlOnTumWmZqa4urqSsWKFXFzc6NixYq63+/du8ehQ4c4fPgwR48e5fHjx+zdu5e9e/cCYGhoiK2tLba2thQtWhQ7OztGjhxJo0aN3uxJzEEvip1nz31MTEyG58vExCRHWlD5+/vTuHHjDMuaNWvG5MmTX7rfP//8w5AhQxg4cCAVKlR4rbK6devGggULKFmyZLbrWSCSPTdu3AAgNDQ0j2siRMEksSNE9kncCKEfiR0h9COxk3+lpKSwY8cOfvvtN27fvv1a+xgaGmJnZ0exYsUyPOzt7TP839bWlnPnzrF582b279/PxYsXuXjxYpbHNDEx0SVfniVibG1tiYiI0I0zY2ZmxsCBA2nbti0lS5ZErc48TO/9+/dRqVQ0adKEJk2aoNVquXbtGv7+/pw5c4YzZ84QFxfHo0ePePTokW6/Ro0aUaJECT2ewdz179hRqVQ4Ozvj7u5OXFycbvnEiROZNGnSG5f36NEj7O3tMyyzt7cnNjaWxMREzMzMstxv165drF27liZNmuDq6kq3bt3o0qXLS8s6ceIESUlJetWzQCR7ypcvz/Xr13FxccHAwCCvqyNEgaHRaAgNDZXYESIbJG6E0I/EjhD6kdhJb4lx8OBB4uPjqVOnTqYP0jkhODiY6dOnExMTg4WFhe5haWmJpaUl5ubmWFpaZlp29OhRFixYQHh4OJCecHF0dKRkyZKUKFGCkiVL4uDgQMmSJTM87Ozssky0ZOXZeDFPnjxh48aNnD17loiICB49eqT7mZiYSHJyMuHh4bq6/NsHH3zA1KlTcXR0zPbzU7lyZdq3bw+kvybDw8N58uQJUVFRPH78mKioKFq0aIGzs3O2j51bXhQ7iqKQkpLCpUuXMrXsyUs+Pj74+Pgwffp0tmzZwtq1a/niiy/QarUcOnQIR0dHrKyscqy8ApHsefaHMzAw+M++AQrxJiR2hMg+iRsh9COxI4R+/quxc/r0acaPH8/Jkyd1yypWrEi9evVo2bIlnTt3fqPnRavVsmTJEiZPnqx3CwmAUqVK8cknn/Dhhx/m6Afy5xUrVozhw4dnuS4+Pj5D8uf5n0lJSfTu3Zs6derkSD0MDAxwdnbOV4mdl/l37DzrxmVtbZ1j05g/r3jx4kRERGRYFhERgZWV1Qtb9TzPwsKC3r1707t3b65du8aaNWuYN28eU6ZMoXHjxmzYsCFH6lkgkj1CCCGEEEIIIQqPsLAwPv/8c/744w8AzM3NcXZ25urVq1y7do1r166xatUqKleuzJQpU+jQoUOGD+6KoqDVal+aCLpz5w4fffQR+/fvB6B58+Z069aN+Ph44uLiiI+P1/3/Rb/b2dnx8ccf07NnzzxtGWJhYUG5cuUoV65cntVBpPPx8WHfvn0Zlh08eJBatWpl+1gVK1Zk6tSpfP311+zevZu1a9fmVDUl2SOEEEIIIcSrKIrC5s2b+fLLL3F1dcXX1/c/M1ONENmh1Wo5ffo0gYGBNGrUCHd39wzrY2NjmTlzJvPnzycpKQmVSkWfPn2YOnUqpUqVIioqipMnT3LkyBFWrlzJ1atX6datG97e3vTt25cbN25w8eJFLly4wJMnT2jQoAHvvvsu7777Lq6urty+fZtDhw5x8OBBduzYQUxMDGZmZsyYMYMhQ4bkSksPUbDFxcVx8+ZN3e+3b9/m4sWL2NjY4OTkxJQpUwgPD2fp0qUADBw4kOXLl/PVV1/Ru3dvjhw5wl9//aVLXOrDwMCAtm3b0rZt2zc+n2dUSnaGCX/LFEUhJiYGY2NjQkJCcHNz+082bRRCXxqNhuDgYIkdIbJB4kYI/RTm2Ll58yaffPIJu3bt0i37/vvvGTduXB7WShQWBTF2Ll26hJ+fH5aWltjY2GBjY0N8fDzbt2/n77//zjCmTKNGjRg2bBjvvfce69at4+uvv+bhw4e6dbNmzaJGjRpZlhMdHc2cOXNYuHAh8fHxr6xX0aJFefLkSYZltWrVYuXKlbi6ur7BGYv86EWxoygKiYmJr92N69ixY7Rr1y7T8p49e7J48WKGDx9OWFgY27dvz7DPZ599RnBwMKVKlWLChAl88MEHOXNiz3FycuLo0aOULVs22/tKskeIQqwg3jwIkdckboTQT2GKHUVRuHfvHsHBwRw7dow5c+aQmJiIkZERrVu3Ztu2bZiYmODv70+lSpXyurriNSUlJXHkyBHs7e1xd3fHyMgor6sEFKzYuXXrFt988w0bNmx46dTiVlZWVK9enRMnTuimxTYxMSE5ORkAFxcXvv/+e9q3b/9aH8YfPXrEnDlzuHDhApUqVaJatWp4eHhgZWXFvn372LlzJ4cPHyYlJQVDQ0N8fHxo3LgxTZo0oWHDhvn+eRX6yalkz9s0YsQIvv/++9ce92nOnDl8+OGHFClSJNtlSbJHiEKsIN08CJFfSNwIoZ+CGDuJiYlcu3aN4OBggoODCQkJ0f38dyuCxo0bs2DBAtzc3GjXrh179+6lTp06HDx4sMCc739ZYGAgAwYM4OrVq0B64qFatWp4e3vj7e2Nl5cXlStXzpOuefkxdh4+fEhwcDBqtRoDAwNUKhW+vr4sXbqUlJQUAJo2bYparebJkyc8ffqUtLQ0mjZtSseOHWnSpAkmJibcvXuXZcuWsWLFCh49eoSNjQ1ffPEFQ4cOxdjYOEfrHBsbS1BQEJUqVcq1AZRF/lIQkz12dnYEBQXlyoxz/yYdjYUQQgghRKGlKAoPHjzQJXKeT+rcvn37ha0TDAwMqFChAq6urnTt2pUePXroPjQsWbIET09PTp48yaJFixg9evTbPCWRDampqcyYMYPp06eTlpaGra0tWq2W6Oho/P398ff3121rZmZG9erVdckfb2/vfJWAeVv+/PNPBgwY8MKZq5o3b853332Hl5fXK49VunRppkyZwmeffca5c+dwdXWlaNGiOV1lIL01kY+PT64cW4ic8jbb2kiyRwghhBBCFCqKouDn58dPP/3Evn37iImJeeG2RYsWxc3NDVdXV9zc3HSP8uXLv7Cbj5OTEzNnzmTYsGF8+eWXvPvuu1SsWDG3TkfoQVEUjh49yqRJkzhz5gwAnTt3ZtGiRdjZ2XHjxg0CAgIIDAzU/YyNjeXkyZMZpgC3sLDAyckJExMTjI2NMTExoVKlSnz99deUKFEir04vVyiKwowZM/jqq6+A9Ne5qakpWq0WrVZL6dKlmTx5Ms2bN8/2sU1MTKhdu3ZOV1mIAikuLu6VM7tZW1u/cTnSjUuIQiw/NgsWIr+TuBFCP/khduLj4/H19WXRokWcP39et1ytVlOuXLlMSR1XV1fs7e31auavKArvvvsu+/fvp3r16nz55Ze0bt06x7umiOy5e/cua9asYfXq1Vy/fh0AGxsb5s+fn6F11r9ptVpCQ0MzJIDOnj37wkGBbW1tmTNnDj179szW6yctLY2goCDOnTvH+fPnOXfuHCEhIfj4+LBy5coc+YCnj+TkZIYNG6ab9nnkyJHMnDlTroMiXyuI3bhsbW1fWidFUVCpVDx+/PiNy5JkjxCFWH648RaioJG4EUI/bzt2kpKS8PX1xd/fn5CQEEJCQrhz545uvampKb169eLDDz/Ew8Pjld+i6uP27dt4e3vrWg4VLVqUzp07M2DAAGrVqpXj5YmsJScns23bNlatWsW+ffvQarUAWFpa0q1bNz7//HOcnJyyfdxnr+mIiAiSk5NJSUkhLi6O2bNn65KJbdu2Zfr06URERHD58mUuXbrEvXv3sLGxwd7enmLFimFubs7Vq1c5d+4cly5demH3KHd3d3x9fSlfvrz+T4YeIiMj6datG8eOHcPAwIB58+YxZMiQt1oHIfRRUJM9q1evfmV3xvr1679xWZLsEaIQkw+tQmSfxI0Q+nlbsXP//n1+/vlnli9fTkRERKb1zs7OfPTRRwwcOBA7O7tcq8cz165dY/ny5fzxxx/cv39ft3z9+vW8//77uVKmVqtFpVLluw8xb1tISAhLly5l/fr1REVF6ZY3bNiQfv360aVLFywsLHK83NTUVGbNmsW0adNITU3N9v6WlpZUr14dT09PPD09sbS0ZMSIETx+/BhbW1vWrVtHs2bNcrzeWQkKCqJTp05cv34da2trNmzYQIsWLd5K2UK8qYKa7AkODpYBmkXBpygK8fHxWFpa5nVVhBBCCJFPJCYmcvfuXZ48eYKLiwu2traZtlEUhcePHxMaGqp7XLp0iV27duk+YDs5OdG1a1cqV65MxYoVcXV1xc7O7q3e3FesWFE3APDRo0dZtGgRW7du5cMPP6RcuXJ4e3tn2H7NmjWsXLmS0aNH07Fjx9cq49GjRxw/fpxTp05x+vRpAgICMDY2pmnTprRs2ZIWLVro1XIlP7t58yZjx47FwcGBKVOmZPhgpCgKK1euZMyYMbpWMo6OjvTu3Zu+ffvm+vhJRkZGfPbZZ7Rv355hw4Zx6tQpypUrR5UqVahatSrOzs48ffqUyMhIIiMjiYmJoWLFirrkToUKFVCr1brjaTQabG1t+eyzzwgICKBt27Z8+OGHVKtWjYoVK1KxYkUcHR0z7JMTDhw4QI8ePYiOjqZcuXJs2bKFKlWq5GgZQoi8Iy17RJaSkpLw8/PjwIEDxMbGYmJionuYmppm+Pnv5bGxsbq+zgEBATx+/JgSJUrg7u6Oh4cHHh4evPfee7k2Er/4f9JCQYjsk7gR4tWePn3KTz/9xP379zE3N8fMzAwzMzNiY2MpW7YsFhYWmJmZkZKSwt27d7l79y5hYWHcvXuXO3fuEBkZmeF4pUuXxsPDg4oVK/Lw4UNCQ0O5fv060dHRWZZfv359RowYQYcOHfJkquyX0Wg0dO7cmV27dlGqVCn8/PxwdHREq9Xy+eefM3v2bN22o0aNYvr06S8c5yc6OpoffviBRYsW6aa7fhE3Nzdd4qdRo0aYm5vn6HnltLCwMPz9/fH29qZs2bIZ1m3bto0PP/xQ9/cvWrQo33//Pf379yc+Pp7hw4fzxx9/ANCkSRPGjh1L8+bN8+w9OzU19YWDeb+OZ9cdZ2dnRo0axZo1azJt4+3tze7duylSpMibVFVn+fLljBw5Eo1GQ926dfH19X0rLQ2EyEkFsWVP9erVOXjwYJZfcuQ0SfYIIH1E8PPnz3PmzBn279/P4cOHSUxMzLXyzM3N6d+/PyNGjMDFxSXXyvmvkw+tQmSfxI34L3o2PfnNmze5efMmt27d4uHDh/j4+NCxY0esrKx0261du5bPPvuMhw8fvlGZFhYWFClSJEPXp6yULl0aFxcXKlSogIuLC02bNqVGjRpvVHZui4mJoVGjRly5coUaNWqwfft2hg0bxtatW4H0qav/+ecfAGrVqsX69espU6aMbv/U1FSWL1/O1KlTdYN0VqlShXr16lGrVi18fHyIi4tj79697Nu3j9OnT+vGqQEwNjamSZMmfPXVV/lmKmqtVsuZM2fYvn07O3bs4OLFiwCoVCratGnDRx99RLNmzfj666+ZM2cOAD4+PqSkpOjGx6lbty4RERGEhoZiYGDAt99+y9ixY3O8xcvb9vx1R61Ws3XrVo4fP05ISAjXrl3jxo0bpKWlMXDgQJYuXfrGZU2ePJl58+YB0LNnT37++WdMTU1z4EyEeLsKYrInIiLipYnVtLQ0zp8/n6lVqD4k2VOIJCYmcvbsWUJDQwkJCSE0NJSnT59So0YN6tWrR926dbGzsyMmJoZz585x9uxZAgMDCQwMJCQkhH+/FBwcHGjevDllypQhOTlZ90hKStL9TElJyfB7cnIyhoaGeHp6UrNmTby9valQoYKu6fXFixc5ePAgly9fBtIv8O3atWP69Om4urrmxdNWqMmHViGyT+JGFHZarZYbN25w9uxZzp49y/nz5zl79mym1jbPmJmZ0a5dO9q0acOyZcs4fvw4kN59qWvXriQnJ5OYmEhCQgIPHjzA0NCQpKQkEhISUKvVODk5Ubp0aZycnHT/L1OmDDY2NqhUKp4+fcrly5e5cOEC169fp2TJkrrETvny5fN9C5UXuXnzJvXr1ycyMhJzc3MSEhIwNjbml19+4YMPPsjQeqVo0aJUq1aNlJQUUlNTefDgAXfv3gWgUqVKzJw5k1atWr3wQ0t0dDQHDhxg37597Nu3j7CwMN26Pn368O2331KqVKlcO9enT5/y+eef4+/vr7vvrF+/PiVLluSff/5hx44d7Nq1K0OCUK1WU7FiRYKDg3XLnj1P8P+tntRqNT/99BPffPONbmYsJycn1q5dS926dXPtnN6mV113jhw5opvufMeOHXqPqRMXF0ffvn3Zvn07AF9//TWfffZZvvswLMTrKojJHjs7O4KCgnQJn3r16rFx40ZKly4NpHfbrVy5sszG9abS0tI4e/YsR44c4ezZs1hbW1OqVKlMj7fd9zu7tFota9eu5csvvyQ8PPyl25YqVeqF36A5Ojri6elJw4YNadGiBe7u7rly3oqicPDgQebNm8fu3bsBKFu2LP7+/jnWNFWkkw+tQmSfxI0oTJ69ns+ePav7oufcuXO62aOe9ywxU7ZsWcqWLUvRokXZsWMH165dy7CdhYUFn332GaNHj87Q/UhiJzM/Pz9atmxJamoq9vb2+Pr6ZkhQ3Lp1iw8++IAzZ85k2tfOzo6vv/6aQYMGZaurmqIoBAUFMWvWLN002hYWFkyaNInRo0fneAuOY8eOMWDAAG7fvp1pnUqlyvBlopWVFS1btqRt27a0bt2aYsWKERISwrJly1i9ejVPnjzB2tqaZcuW0alTpwzHunPnDt988w0qlYqZM2e+lS4Qb8vrxM6YMWP46aefcHJyIjAwMNv3zHfu3KFTp05cuHABExMTli9fTvfu3XOi+kLkmYKY7Pn3AM1OTk4cPXpU15310aNHVKpUKcOg8/r6TyV7UlJSCAgI4MiRIxw9epTjx48TFxf3yv2MjY2zTAI5ODjg6Oio+z0vvnk6ceIE48aN090kFC9eHA8PD1xcXHBxccHS0pLTp09z/PjxDN+clClTBk9PT7y8vPDy8qJGjRqUKFHirdf/ypUrdOrUiZs3b9K9e3dWr16d7wKyIJMbbyGyT+JGFGTx8fEcPXqU/fv3c+rUKS5cuKBrKfE8ExMTPDw8qFGjhu5RtWrVTIkARVEICAhgw4YN7N27lxo1ajB9+nTdN5DPk9jJ2q5du9iyZQufffZZprFpIP3+dO/evbqWP0ZGRpiamuLj44O1tfUblX369GnGjh3L6dOnAShXrhwzZsygQ4cOuvutxMREfv/9d3x9fenduzc9e/Z8rWOnpKQwZcoUfvzxRxRFoVy5ckyePJng4GCOHz/OmTNnSE1NpVy5crRt25a2bdvSsGHDF45PlJiYyN69e/Hy8ip0g02/yuvETnx8PN7e3ty4cSNDd67k5GQ2btxISEgIXbp0wdPTM9OxfX19+fTTTwkPD6d48eL8+eef1K5dO7dPS4hcV1iTPdKy539u377N7t27uX37NhqNhrS0tCwfDx484OTJk5nGoSlatCj169endu3aJCUlER4ezv3793WPFzVpzkqlSpVYvHgxDRo0eOE2Go2GuLg4YmNjiYmJIS4ujpiYGGJjY0lJSaF58+avNU3onTt3+Oyzz3SD01lZWTF58mRGjhyJiYlJlvtERkZy7do1XFxc8tUAbCdPnqRJkyZoNBpWrlxJ796987pKhYbceAuRfRI3oiDRaDQEBASwf/9+9u/fz4kTJzJNBW1hYUH16tV1SR1PT08qV678RgPKvqguEjv5j1arZcOGDXz++ee61t2NGzfms88+48CBAyxbtkz3oUKlUvHLL7/Qr1+/lx7z6tWr9OvXj3PnzgHQr18/Zs+enSE5lZiYSGRkJKVLl853H7bym9eNnee7c/3222+Ehobyyy+/8OjRI902zZo1Y8yYMTRu3Jj169czc+ZMQkNDAahatSpbtmzJMukoREEkyZ6XKxDJnkaNGmFmZkblypUpW7YsTk5OBAUFsXPnTt3YL6+rWLFiNGjQgEaNGtGwYUM8PDxeOqhbcnIy4eHhhIeHc+/ePd3P+/fvZ/j/s2/NVCoV48eP5+uvv9Z9cxEQEMDcuXPZtWsXsbGxL62fg4MDf/zxB3Xq1MlyfUJCAj/++COzZ88mMTERlUpF//79mTJlCiVLlszWc5GfTJ8+nW+++QZLS0v8/f2pUKFCXlepUJAbbyGyT+JGvIqiKISGhnLs2DGOHDnCqVOnKF26NAMGDKBTp065OtCpoihcv35dl9w5dOhQphmrnJ2dadasGY0aNcLLy4uKFSu+ldeyxE7+FhcXx8yZM5k7dy7JyckZ1jk7O+Pu7s6OHTtQqVQsW7aMvn37ZjqGoigsXryYyZMnk5SUhJ2dHYsXL87U5UpkT3Zi51l3rueVLl0aT09Pdu3ahUajAdLH2nr2JbetrS0jR45k1KhRusHWhSgMCmKyx87OjjNnzmBnZ4eiKHh4eLBz507dIP0RERHUqlXrv5PscXJyemGSRK1WU69ePby8vDAyMsLQ0DDLh5WVFbVr16ZKlSo5/gdXFIXIyEgmT57M6tWrgfQp1UaOHMmqVas4evRopn0MDQ2xtrbG2toaS0tLrKysCA8P59atWxgZGTF37lwGDx6sq+vTp0/ZsmULU6dO1Q3Y16BBA2bPnp3vZ6R4HRqNhhYtWnDs2DF8fHw4dOhQjn/j+F8kN95CZJ/EjXieVqvl+vXrnD9/Xvc4e/bsC2eisrW1pU+fPgwcOJDKlStnu7wHDx7www8/sHHjRuzs7HB1dcXNzQ1nZ2fOnj3LgQMHuHXrVoZ9bGxsaNy4Mc2aNaNZs2ZUqFAhT25uJXYKhps3bzJ58mQ2b95MgwYNGDFiBO3bt8fAwIDRo0ezdOlSVCoVK1eupFevXrr97t27x5AhQ9i7dy8ALVu2ZNmyZTg4OOTVqRQa2Ymd+Ph4atWqxbVr16hTpw4jR46kY8eOGBkZcfv2bRYtWsSKFSuIi4ujZMmSjBkzhsGDB2NpafmWzkaIt6cgJntsbW0z1ElRlCx//88kewICAjh+/DgpKSmEhYURFhZG8eLFeffdd2nVqlW+GqBty5YtDB8+PMMfx9DQkO7duzNs2DDKlSuHlZUVJiYmmV54sbGxDB48mM2bNwPpTWLr1q3LX3/9xf79+3XNsp2dnfn+++/p0qVLvnvxvomwsDBq1qxJdHQ0EydO5Ntvv83rKhV4cuMtRPZlJ24SExNZsmQJq1atolSpUrRq1YqWLVtSuXLlQvX+XJgkJiby8OFDHB0dM32pkJiYyJUrVzh37pwusXPhwgXdDEDPMzY2platWjRo0IC6desSEBDAr7/+yp07d3TbNGjQgIEDB9KlSxfMzMy4desW27ZtY+vWrdy5c4e6devSokULmjdvjrGxMbNnz2bhwoVZjrHzPCMjI+rWrUuzZs1o3rw5Xl5e+eI9Xq45BUt8fDwWFhYZlmm1WkaOHMmyZctQq9U0b96c8PBw7t69y5MnTwAwNTXlhx9+YNiwYfI+l0OyGzvR0dE8evTohTPZRkdHc+XKFby8vGRKdVGoFcRkj5+f32ttV79+/Tcuq0Akewra1Ovh4eF8/PHHnDp1in79+vHxxx/j6Oj4WvsqisKcOXP4/PPP0Wq1Gda5ubnRt29fRowYgZmZWW5UPc/9+eef9OzZE5VKxZ49e2jcuHFeV6lAkxtvIbLvdeImJSWFFStW8MMPP2Q5C2KZMmVo2bIlLVu2pGnTpm88yKp4c1FRUfz000/89NNPREVFYWhoSNmyZXFxccHKyorLly8THBys6wLxPFNTU9zd3alevTqenp5Uq1YNT0/PTNdijUbD3r17Wb58OTt37tQdy8bGBicnJy5evPjC+j3f5cLHx4cvvvgCIyMjQkJCCA4O5tatW7i6utKsWTMaNmyY6UN6fiDXnMJBq9UyfPhwVq5cmWldrVq1WLZsmV6t1sSLSewIoZ+CmOx5myTZk08dOHCAoUOHYmtrS8eOHenQocN/5sI6ZMgQfv31VxwdHXX9GYV+5OZBiOx7VdycOnWKPn366LrSODs7M3HiRBISEti7dy+HDx/OMB6GoaEh9erVY9y4cbRp0+ZtnYb4n/v37zN//nx++eUXXQsdtVqd6QuVZ4oVK6ZL6FSvXp3q1avj6uqaramvIb3Ly6pVq/j11191U1Kr1WoaNmxI+/btcXV15fDhw/zzzz+6QW6rVKnC1KlTadeuXYG8OZVrTuGh1Wr5+++/efz4MU5OTpQuXRonJydJXOcSiR0h9FMYkz3nz59n+vTpuomY3oQke0S+83xf5A4dOrBx48YCF6T5hdw8CJF9L4ubS5cu0bRpU6Kjo3FwcGDy5MkMHDgww1TCCQkJHDlyhL1797Jnzx6uXbsGpCd9bt68SYkSJd7q+eRn/v7+BAYG0rVr12x3yU5NTWXLli38/vvvODg40KdPH2rXrq27Xly/fp3Zs2ezevVqUlJSAPDw8ODTTz+lc+fOPHz4kOvXrxMaGsqTJ0+oUqUKnp6eODg45Og1R6PRcPDgQSIjI2nevDnFihXLtM3Dhw+5e/cunp6eBfq9Wq45QuhHYkcI/RTUZM+zCRaMjIzo27cvZcuWJSQkhClTprB7926aNm3Kpk2b3rgcSfaIfOns2bM0aNCA1NRUFi9ezKBBg/K6SgWS3DwIkX0viptbt27RuHFj7t+/T926ddmxY8drDXh548YNevTowblz5/j+++8ZN25cbla/QIiPj+err75i0aJFKIqCubk5/fr1Y+TIkbi4uPDw4UP+/vtvNm/ezKlTp6hUqZJuFk13d3c2bdrEkiVLdBMWPFOxYkV69+7N1atX2bhxo671Tr169Zg4cSKtW7fOlzd9hYVcc4TQj8SOEPopiMmeNWvWMHr0aIoWLUp0dDS2trZ89913TJw4kU6dOjF06FDc3NxypCxJ9oh8a+7cuUycOBEzMzNOnjyZq93Y4uPjMTU1LXSvL7l5ECL7soqbR48e0bhxY0JDQ6lSpQoHDhzIVkuUX3/9lSFDhlCxYkUuXbqU7RsPRVG4e/cuJUqUyNCKqCA6fPgwQ4YM4caNGwCUK1eOmzdvAqBSqXB3d+fy5csv7Gb1vOLFizNw4EDu3r3L5s2bMw1s3KpVKyZOnEiDBg1y/kREJnLNEUI/EjtC6KcgJnvq169P9+7dGTVqFFu3bqV///7UrFlTN4xJTpJkj8i3tFot7733Hv/88w9WVlZUrVqVSpUqUalSJd555x28vb1zpJyAgACaNm1K8+bN8fX1zXdvCG9Cbh6EyJ7k5GQWLVrEnj17KF++PE5OTjg5OfHTTz9x9uxZnJ2dOXToULYvxnFxcZQpU4a4uDgOHDiQreSDv78/Y8eO5dSpUxgZGeHh4YGXl5fu4e7unq0EUFRUFMePH8fPzw8DAwO++uqrXE8g3bt3j/3797Nz507djJOlS5dmyZIltGzZksOHDzNv3jx27typ26dmzZp07tyZZs2acfXqVY4ePcqRI0e4du0a1apVY9SoUXTv3h0TExMgfUbLzZs38+eff2Jra8vo0aOpUaNGrp6XyEiuOULoR2JHCP0UxGSPo6MjJ06coEyZMiiKQokSJdi6dSt16tTJ8bIk2SPytfDwcJo0aaL7BvgZQ0NDAgMDqVSp0hsdX1EUGjduzIkTJwBYuHAhQ4YMeaNj5idy8yDE61EUhS1btjB58mRdK5N/s7e359ChQ1SsWFGvMoYOHcrKlSvp3bt3lrPc/Ft4eDhffvklq1evful2r0oAhYWF4efnh5+fH8eOHePKlSsZ9u/evTurVq1CrVbrdV5ZiY2N5fDhw+zfv5/9+/cTFBSUYf2gQYP44YcfMg32evXqVQIDA6lfvz5ly5bN8tiJiYmYmprmu5s3IdccIfQlsSOEfgpissfW1pbg4GDs7e0BcHJy4ujRoy+873kT2ZtaQoi3zMHBgfPnzxMUFERwcDBBQUH89ddfXLp0iWnTprFmzZpXHuOvv/5i3LhxzJo1i86dO2dY5+vry4kTJ1CpVCiKwsSJE2nWrBkuLi65dUpCiHwkISGB48eP88MPP3DkyBEASpYsSffu3bG0tOT+/fvcvXuXhIQE5syZo3eiB2DgwIGsXLmSP//8kzlz5mBjY5PldsnJySxYsIDvv/+euLg4AHr37s13331HcnIygYGBBAQEcPbsWQIDA3ny5AmBgYEEBgbqjmFsbEzVqlV5/PgxYWFhmcpwdXWlZs2abNy4kT/++AMHBwdmzpyp97lBenfYJUuWsGPHDk6dOkVaWppunVqtxtvbm2bNmtG+fXtq1qyZ5TEqV678yi67/57uXAghhBCiIFm9erVu3Me0tDTWr1+faQbqnGiAIC17RIFz7tw5atWqhUql4uzZs1SpUuWF28bHx1OlShXCw8MxMzPj8OHDeHp6ApCUlES1atW4desWX3zxBX5+fhw8eJA6depw8ODBQvFak2+KhMjoyZMnHD9+nKNHj+Ln50dAQIAuKWFqasrYsWMZM2YM9+7dy/G4URQFLy8vLl++nGUrQkVR2LZtGxMnTuT69esA+Pj4MHfuXGrVqvXCY966dUuX7Hn2ePLkiW4bAwMDPD09adCgAfXr16d+/fq6b5PWrVvHgAEDAJgxYwZjxowB0qf9nDNnDsePH2f27Nm0b9/+pee1adMmJk2alGHA5AoVKtC0aVOaNWtGkyZNKFq0qB7PmihI5JojhH4kdoTQT0Fs2VOtWrVX1kmlUnHu3Lk3Lkta9ogCx9PTkw4dOvD3338zbdo01q1b98Jt58+fT3h4OJDe9L9r166cOHGCYsWKsWjRIm7duoWjoyPjxo2jf//+eHl5cfLkSWbPns2nn376tk5JCJFLwsPDOXbsGH5+fhw9epRLly7x7+84SpcuTcuWLfnss88oU6YMGo0mV+qiUqkYMGAA48ePZ+XKlRmSPZcvX2b8+PHs378fSG/VOG3aND744IOXdq9SqVSUK1eOcuXK0aVLF+D/E0Dnz5/HysqK2rVrv3DWsF69evHgwQMmT57MxIkTiY+P5+TJk+zdu1e3Tc+ePfH19aVNmzaZ9r948SJjx47l8OHDAJQtW5Zx48bRsmVLypUrl/0nSQghhBAiDyxbtoyFCxfy6NEj3N3dmTFjxkvHiF2yZAkrV67k7t272Nra0qFDB7766itMTU1fWs6FCxdyuuovJC17RIF04cIFatasiUqlIjAwkKpVq2ba5tGjR1SqVIm4uDgWLlzI3LlzuXHjBk2bNuXXX3/Fw8ODmJgYVqxYQZ8+fYD0JnWDBg3CyMiI48ePU7169bd9ajlKvikShd2BAwf45ZdfMDAwwN7eHjs7O4oUKcKlS5c4duwYoaGhmfapWLEiDRs2pH79+jRs2BBnZ+cM37DkZtxERkZStmxZUlJSOHXqFM7OzkydOpWff/4ZjUaDsbExY8aMYeLEia81rXtOUBSFCRMmsGDBAt0ytVpNly5dSElJ4e+//8bExIS///6bpk2bAuktpKZMmcLSpUvRarWYmpry6aefMm7cOOlm9R8m1xwh9COxI4R+cqplz+bNmxk2bBhz5szB29ubpUuX8tdff+Hv769rDf28TZs2MXLkSBYuXEjt2rUJDQ3l448/pnPnzkybNi1Hz/FNFIhkj4GBAdevX8fFxUXeAIXOBx98wJYtW+jcuXOWrXs++eQTfv75Z7y8vDh69ChXrlyhcePGxMfHU6pUKe7fv69b9+ybc0VR6NatG9u3b6ds2bKsW7cOLy+vt31qOUaj0RAaGiqxIwqdW7duMXHiRLZu3frS7VQqFdWqVaNevXo0aNCAevXqUbJkyZfuk9tx06dPH3x9ffHx8eH69etERUUB0L59e3744Yc8aRGj1WoZPnw4f/75J71792bUqFGUK1eO1NRUPvjgA7Zv3465uTl//fUX165d4+uvvyYyMhKATp068f333+Ps7PzW6y3yF7nmCKEfiR0h9POi2FEUhZSUFIAMyR4TExPdLJ7Pa968OTVq1GDWrFlA+n2Ru7s7gwcP1nVxf96ECRMICQnh77//1i374osvOHPmDLt3735pnRMTEzl8+DCtW7cGYMqUKbq6QvoXbp9//vkrWwi9jgKR7Ll9+3amZvdChIaG0rVrV914Ec8PnHr79m26dOlCWloay5Ytw8fHB4C9e/dm6J61YsWKTM3zoqKi6NWrF+Hh4RgaGjJixAj69u2bozPVCCH0k5iYyMqVK1m1ahUpKSkYGBjQpUsXypQpQ3R0tO7h5OSEl5cX1atXzzTjU147efIkQ4cO1f3u4uLChAkTqF27dh7WKp2iKJm+AUtJSWHMmDH4+fllWF6+fHkmTpyYL+othBBCCPGMSqXC2dkZd3d33WQXABMnTmTSpEkZtk1JSaFUqVKsWrWKtm3b6pYPGzaMp0+fsn79+kzH37RpE+PHj2fz5s14e3tz69YtunfvTrdu3Rg3btxL67Zy5Ur27t3L77//DqTPxlWpUiVdcufatWuMGjWK4cOH633+zxSIMXvKly8vLXtEJm5ubnTu3Jk///yTNWvW8Pvvv+s+pHzzzTekpaXRpk0bevfunWGfhw8fMnv2bDp37swHH3yQ5bHPnDnDxx9/zF9//cW8efM4f/48y5cvp1SpUm/l3HKKfFMkCgtFUdi4cSOff/459+7dA6BJkybMmjUry26cbyK346ZixYqsXr2aa9eu8dlnnzFo0CAMDfP35Xjbtm106tSJw4cPY21tzRdffMHQoUMxMjLK66qJfESuOULoR2JHCP28qmXPpUuXMrXs+bfHjx+j0Wgyddeyt7fn2rVrWZbbtWtXoqKiaNOmDYqikJaWxoABA16Z6IH0RNGoUaMyLFu2bJlu6vU//viDFStW/HeSPc/+cAYGBvIGKDL48ssv2bx5M1u3bqVUqVJ4eHhQoUIF/vrrL9RqNdOmTcv0mpk+fTqdOnXCw8Pjha8ne3t7/vjjD3799VfGjh3LwYMHadasGRcuXMiRJnVvm8SOyI+io6OZOnUqt2/fpkWLFrz77ruUKVMm03Znz55l7NixupYlZcuWZebMmXTo0CFXZ1jIrbgxMDDgwIEDBaq1oKWlJVu3bmXHjh00bNiQEiVK5HWVRD4m1xwh9COxI4R+/h07z3oF5dZsXMeOHWPOnDn8+OOPeHt7c/PmTSZNmsSsWbOYMGHCS/e9efNmhi8qTUxMMtwTent7v/IYr6tAJHuEeJEqVarw9ddf89133xEdHc3Ro0c5evQoAP369cPd3T3TPiqV6oXTGP97u4EDB1K/fn2aNm3KrVu3OHbsGM2bN8/x8xCiMEpMTOSHH36gVKlS9O7dGwsLC926kydP0rdvX27dugWktxwZNWoUHh4eeHt78+TJEyIiIoiIiCA0NBRFUTA3N2fixImMGTOmQCZdn1eQEj3PmJmZ8f777+d1NYQQQgghcoydnR0GBgZERERkWB4REUHx4sWz3GfatGl069aNvn37AlC1alXi4+MZM2YM48aNe+l93tOnT0lOTtb9/u/JRLRabYYxfN6EJHtEgffZZ58xbtw4goKCuHDhApcuXSImJoZvv/02R47v5uZG27Zt+e2339izZ48ke0Su8PX1JTIykm7dumFra/tWykxNTeXx48dotVrdw97ePkdmU1IUhREjRrBmzRoAvvrqKwYNGsTQoUNZu3YtU6dORaPRUK5cOXr37s2BAwc4ceIEFy9e5OLFi5mO1717d77//ntKly79xnUTQgghhBACwNjYGE9PTw4fPqwbs0er1XLkyBEGDRqU5T6JiYmZEjrPWha9aqzhUqVKcfXq1QzjzT7v8uXLOTZ0iCR7RKFgYmJC9erVc22q9FatWvHbb7+xe/du3SjtQuSU5cuX6/rlTpgwgS5duvDRRx9Rt27dXGl6qigKa9asYfLkyZm+xbCxseG3337j3XfffaMyVq5cyZo1a1Cr1Tg7O3Pz5k1mzZqVIX66d+/OokWLKFKkCF9++SWPHz9m9+7d3Lp1i2LFiukezs7Oun7MQgghhBBC5KThw4czfPhwatSogZeXF0uWLCE+Pp5evXoBMHToUBwcHPj6668BaN26NYsXL6ZatWrUrFmTGzduMH36dFq3bv3KrpgtWrTg+++/p2XLlplaqicmJjJz5kxatmyZI+clyR4hXkOzZs0wMDAgODiYW7duyQdPkWO2bt3KiBEjAHB2dub27dusX7+e9evX4+3tzZYtW145VXh2XLp0iZEjR2aYWelZP2dFUYiOjqZTp05MmzaNcePG6ZVsCgwM5JNPPgFg6tSpjBs3ju3btzN//nyOHTuGhYUF8+fPp0+fPhmOb2dnp7uoCiGEEEII8TZ07tyZyMhIpk+fzqNHj/Dw8MDX11fXjevu3bsZWvKMHz8elUrFtGnTCA8Px87OjtatW/Pll1++sqyxY8fy119/4ePjw+DBg3FxcQHSZ+FatmwZGo2GsWPH5sh5FYip142NjQkJCcHNzU0GLRN5pmnTphw7doyFCxcyZMiQDOv8/f3ZvXs3EyZMyFdjiWg0GoKDgyV28qnjx4/TunVrkpKSGDBgAEuXLuXMmTMsW7aMjRs3kpCQQM2aNfnnn38wNzd/o7Li4+P59ttvWbBgAWlpaZibm/PFF18wevRo3YxKKSkpfPLJJyxfvhyAnj17snTp0mx164qKiqJOnTrcunWL9957D19f3wwXxytXrmBjY5OvZ7aTuBFCPxI7QuhHYkcI/bwodhRFITExMdcGaH5Tt2/fZty4cRw8eFDX7UulUtGkSRN+/PHHHGtYIC17hHhNrVq14tixY+zevTtDsic1NZWePXsSFhaGkZERkyZNysNaCn1s2bIFCwuLHGsy+W8BAQHMnj0bIyMjvLy8qFGjBmZmZnTq1ImkpCTeffddfvrpJ1QqFT4+Pvj4+PDpp5/SsGFDzpw5Q9++ffnjjz9eegOo0WgICgqiXLlyGRJDiqKwdetWxo4dy507dwBo164dc+bMwdnZOcMxjI2N+emnn6hWrRpjxoxhw4YNhISE4Ovri6Oj4yvP89GjRwwePJhbt25Rvnx5Vq5cmak/c5UqVbLz1AkhhBBCCFGoODs74+vry5MnT7hx4wYA5cuXp2jRojlaTsGbDkSIPNKqVSsADh06lGEEdV9fX8LCwgBYtGgRSUlJeVI/oZ/FixfTvXt33nvvPUaOHJnhb/umnjx5wsiRI6lXrx6+vr5s2LCBCRMm0Lx5c+rXr8+TJ0+oXbs269evx9AwY+7dxcWFP//8ExMTE7Zu3crEiROzLCMsLIypU6fi6upKjRo1KFmyJO3bt2fJkiWcOnWKTp060bVrV+7cuYOzszObN2/mzz//zJToeUalUjF06FB27tyJra0tAQEB1K1bl9OnT2dZ9vTp0+ncuTPly5endOnS7Nq1C1NTU37//XdsbGze+DkUQgghhBCiMFKr1RkeOU1a9gjxmqpXr46DgwPh4eEcO3aMZs2aoSgKs2fP1m3z6NEj1qxZw+DBg/Owpv9tV65cYfbs2QwcOJD69eu/dNtt27Zl6BP7888/c+bMGTZs2PBGzSezGgC5R48eVKpUicDAQM6ePcudO3eoXLkyW7ZseWEXrXr16rFixQp69+7NggULKFGiBDVr1uTOnTvcvn0bf39/9u7di1arBcDIyIikpCR2797N7t27dccxMjJizJgxfPbZZ6/dHaxJkyYcP36cLl26cPnyZZo1a8bixYvp06cP9+/fZ8aMGaxYsSLD1JAqlQo3NzemTZuGp6enns+eEEIIIYQQhVdYWBjjx4/nwIEDGbpxNWvWjFmzZlGmTJkcKUfG7BEiGwYPHsyqVav45JNPmDlzJv/88w/vvvsu5ubmjBkzhmnTpuHi4sLFixfzxWv1v9YHPDIykjp16hAWFoaJiQnr16+nXbt2WW575swZmjVrRmJiIgMHDqRjx47079+fqKgoihYtyq+//qrXjFSXLl1i1KhRHDt2DIBKlSqxYMECGjdunGG7qKgoLCwsMDExeeUxZ8yY8dIB39555x0+/PBDOnbsSGhoKLt27WLXrl2cPn2a+vXrM2/ePCpXrpztcwGIjY2lf//+bNu2DUhv4Xb48GFdC7Z33nmH9u3b4+XlRbVq1bCystKrnPzkvxY3QuQUiR0h9COxI4R+CuKYPXfv3qVZs2YYGhry4Ycf4ubmBkBQUBArV65Eo9Gwf//+1xpC4VUk2SNENvj6+vLBBx9QqVIlLly4QJs2bdi/fz8jR45k6tSpVKhQgaioKNavX8/777+f19X9T908pKWl0bZtWw4ePIiRkRGpqakYGBjwyy+/0KdPnwzb3rx5k4YNG/Lo0SNatmzJli1bMDIyIiwsjJ49e+Lv749arWbfvn00bNjwtcqPjY3lu+++Y8GCBWg0GszNzfn8888ZPXo0xsbGb3RuiqIwfvx4fvvtN0qWLImzszNOTk6UL1+eTp064erq+sL9cuICp9VqmTJlCt9//71uWb169fjmm28yJbEKg/9S3AiRkyR2hNCPxI4Q+imIyZ6RI0dy48YN/vzzzyynXn///fepUKECCxYseOOyJNkjRDZER0fj4OCARqNh06ZNdO3aFQMDA4KCgnB2dmbKlClMmzYNLy8vTpw4kedvLoXx5iElJYVHjx5RunTpDMs//fRT5s2bh4WFBYcOHWLhwoWsXr0agNmzZ9OlSxfOnDnDmTNn+OOPP7h58ybVqlXj4MGDGVqjpKSk0L9/f3x9fXFwcMDf31837eIzmzdv5pdffiElJQWVSoVKpSIkJIQHDx4A0KFDB2bPnp1jTTDziy1btrBp0yb69+9PixYt8vz1nVsKY9wI8TZI7AihH4kdIfRTEJM9VapUYcWKFdStWzfL9X5+fgwaNIirV6++cVmS7BEim5o0aYKfnx82NjZER0fTo0cPXVIhMjKSChUqkJiYyJ49e2jSpEme1rWw3TwcOXKEoUOHEhoaSp06dfjwww95//332bp1K/369QPg999/p3Pnzmi1WiZOnMj8+fOzPJajoyNHjx7NlDSC9GnK69atS1BQEM2bN2f79u26QdOWLl3KqFGjsjxm+fLlmTt3Lm3atMmhMxZ5obDFjRBvi8SOEPqR2BFCPwUx2VOiRAkCAwNf2E3r3r17eHt7675EfhMyG5cQ2fRsVq7o6GiADAP8FitWjAEDBgDw448/vvW6FVYxMTGMGDGC5s2bExoaCsDJkycZPHgwzs7ODBkyBEhv3dO5c2cgfXT7mTNnMmXKFN3vVatWpX///ixatIjTp09nmegBsLCwYP369ZiZmfHPP//www8/ADBr1ixdomfQoEFs2LCBDRs2sH79ejZv3szZs2cl0SOEEEIIIYTIUokSJQgODn7h+qtXr2bqVaAvadkjRDadPXuW2rVrA9CiRQt27NiRYf3NmzepUqUKGo2GU6dOUaNGjbyoJlA4vik6cOAAgwcP5s6dO0D6INmjR4/m77//ZuXKlVy/fh1IT8L99ddfWZ7nnTt3KFq0KJaWltkqe/Xq1QwaNAi1Wk3Xrl35448/AJg8eTLffPNNvvumQOSMwhA3QuQFiR0h9COxI4R+CmLLnsmTJ3PkyBH+/vtvihUrlmFdREQEnTp1omHDhhnGytSXTL0uRDZ5enpSpkwZwsLCGDduXKb15cqVo1OnTvj6+rJx48Y8TfYUdEFBQXTq1InExETKly/P0qVLdQMCT5gwgXHjxnH48GHOnj3LoEGDXniD5OTkpFf5ffv25fDhw6xZs0aX6Jk+fTrjx4/X63hCCCGEEEKI/66JEyeyb98+vLy86Nq1K66uriiKQnBwMH/++SfFixfn008/zZGyJNkjRDapVCq2bt1KWFgYTZs2zXKb1q1b4+vry4kTJ95y7QqPZwMlJyYm0qRJEzZv3oyFhUWGbdRqNU2aNMnVsZEWLFjAuXPnuHTpEgsWLNB1GRNCCCGEEEKI7LCxseGff/5h6tSpbN68madPnwJQpEgRunTpwldffUXRokVzpCxJ9gihhypVqlClSpUXrn82unpAQADJycmYmJhk2ubgwYO4u7tjb2+fa/UsyL777jsCAwMpWrQoK1euzJToeVssLCw4fvw4kZGRLxxITQghhBBCCCFeh42NDXPmzGH27NlERkYC6WO/qlQqIiIimD17dpY9SLJLBmgWIhe4uLhgb29PcnIygYGBmdZv3bqVVq1aMXz48DyoXf7n5+fHzJkzAVi8eHGeJ1lMTEzyvA5CCCGEEEKIwkOlUmFvb4+9vb1ubKEHDx4wffr0HDm+JHuEyAUqlUrXuuf48eOZ1v/1119A+lTi+XiM9DwRExPDgAED0Gq19OnThy5duuR1lYQQQgghhBCiQJFuXELkknr16rF161aOHz+eoRmeVqtl7969ADx58oSbN29Svnz5vKpmntuzZw+XL18mPj6e+Ph4/P39uXXrFmXLlmXu3Ll5XT0hhBBCCCGEKHAk2SNELqlXrx4AJ0+eRFEUXdO88+fP8+jRI912gYGB/9lkT2BgIO3atcu0XK1W8+uvv2JtbZ0HtRJCCCGEEEKIgk2SPULkkho1amBiYkJERATXrl3D1dUVSG/J8rzAwEDef//9vKhitsXHxxMZGYmzs3OOHG/t2rVA+oDX9evXx9LSEnNzc1q0aKFLlgkhhBBCCCFEYfD555+/dP2zAZtzgiR7hMglJiYm1KxZEz8/P06cOJEp2VOjRg3Onj3L2bNn87KaOomJiXTo0AF7e3tWrVqFoWHGt4e4uDjq1atHUFAQgwcPZvr06RQpUkTv8tLS0ti4cSMA06dP5913332j+gshhBBCCCFEfnbhwoVXbpNTX3pLskeIXFS3bl38/Pw4fvw4/fr1Izo6mpMnTwIwadIkunfvTmBgYIZuXnll48aNHDp0CICyZcsybdq0DOvHjBlDUFAQAMuWLWPnzp0sXLiQ9957T6/y9u/fz6NHjyhWrBgtWrR4o7oLIYQQQgghRH63bdu2t1aWzMYlRC56lpV9NiPX/v370Wg0uLm50bZtW4yNjXWDNOe1X375Rff/WbNmsX37dt3vv//+O6tWrUKtVjNz5kxcXFy4d+8enTt3pk+fPiQmJma7vA0bNgDQtWtXjIyM3vwEhBBCCCGEEEIA0rJHiFz1bPr14OBgHj9+rJuFq1WrVhgbG+Pu7k5gYGCeD9J89uxZ/P39MTIyonv37qxdu5aBAwdy8uRJVCoVI0aMAGDy5Ml88sknfPTRR0ydOpV58+bxxx9/4Orqypdffvna5cXHx/P3338D0LNnz1w5JyGEEEIIIYTIT2bOnPla23366advXJYke4TIRXZ2dri5uREcHMyJEycyJHsAvLy8dMmevByk+eeffwagc+fOLF26lGvXrnHq1Cl69uyJsbExMTEx1KtXTzegmLm5OT/88APVqlWjf//+LFiwgJEjR2JjY/Na5W3dupX4+HjKly9P7dq1c+u0hBBCCCGEECLf+OGHH3BwcKBYsWIoipLlNiqVSpI9QhQE9erVIzg4mOXLl3Pv3j3MzMxo2LAhkJ7sAbIcpDktLQ0g00DJOe3p06f8/vvvAHz00UcYGxuzfv16atWqpatXkSJFshy0uUePHsyaNYvLly8zf/58vv7669cq81l5PXr0yPOxioQQQgghhBDibWjevDlHjx7F09OTXr160bp1a9Tq3BldR8bsESKXPRu3Z+fOnQA0btwYU1NTALy9vQF0gzQ/ExcXh4eHB7Vq1SIlJSVX67du3ToSEhKoUqUKDRo0AMDJyYlVq1bpEjFLlizJcrp1tVrNF198AcDChQt58uRJhvVJSUls2rSJ8PBw3bKIiAhdCyfpwiWEEEIIIYT4r9i4cSOBgYF4e3vz9ddfU6VKFb7++muuXbuW42VJskeIXPZs3J5nWrZsqft/1apVsxykedWqVVy/fp1Lly6xadOmXKuboii6gZk/+uijDK1sWrZsyZ49e/jzzz9f2sWsU6dOeHh4EBMTw/z583XL4+Pjad++Pb169cLDw4OlS5ei1WrZtGkTGo0Gb29v3Nzccu3chBBCCCGEEOJ1LFu2jGrVqlGyZEmaN29OQEDAS7d/+vQp48ePp1KlSpQoUYKaNWvqvtB+FQcHB8aOHYu/vz8rVqwgMjKSZs2a0apVK70mvnkRSfYIkcsqVqyIvb297vdn4/UAukGaIb11D4BGo2HRokW6bebPn//C/pxvys/PjytXrmBubk6vXr0yrW/cuDHt2rV76TH+3bonKiqK2NhY2rdvr5vKPSYmhlGjRvHOO+/okkvSqkcIIYQQQgiR1zZv3swXX3zBxIkTOXToEO7u7nTp0oWIiIgst09JSaFTp06EhYXx22+/4e/vz/z583FwcMh22V5eXjRs2BBXV1cuXrxIamrqm56OjiR7hMhlKpWKOnXqAFChQgVcXFwyrH82bs+zZM+OHTu4fv06NjY2mJubc+7cOQ4fPpwrdXs2MHOPHj0oUqSI3sfp0KED1apVIzY2lu+++4527dpx9OhRrK2tOXz4MPPmzcPKyopTp05x5coV1Go13bp1y6nTEEIIIYQQQgi9LF68mL59+9KrVy8qVarEnDlzMDc3Z+3atVluv3btWp48ecK6deuoU6cOZcqUoX79+nh4eLx2madPn2b06NG4ubnxyy+/0KNHD65evYq1tXVOnVbBGKBZo9Fk+ClEQdOmTRu2bdtGly5dMr2OPT09gfRkj0aj0XWF+vDDD4mLi+Pnn39m3rx5ukGds+NlsXP69Gk2b96sK+tN4+vzzz+ne/fuulZJNjY2bNu2jZo1a1KrVi3atm3LuHHj2Lp1Kx07dsTe3l5iWuRLcs0RQj8SO0LoR2JHCP28KHae9YqIiYnJMEyFiYkJJiYmGbZNSUnh3LlzjBkzRrdMrVbzzjvv4O/vn2W5u3btwsfHhwkTJrBz507s7Ox4//33+eSTTzAwMHhpnefPn8+GDRt4/PgxXbt2ZefOnbqeHjlNpeRW/5AcoCgKMTEx3L59O9e6sQjxNiiKwuXLl3Fzc8PIyCjDuqtXr9KzZ0+sra35+eef6dmzJ4aGhuzYsYOkpCQ6duyIoij89ddflC1b9o3rkpCQwE8//cT69etRFIUaNWrw66+/vvFxFUWhZ8+eBAUFYW1tzdKlS6lSpUqm7e7du4ednZ1ukGohhBBCCCGEyCkqlQpnZ2fc3d2Ji4vTLZ84cSKTJk3KsG14eDhVqlRhz5491KpVS7f8q6++4vjx4/zzzz+Zjl+rVi3CwsLo2rUrH374ITdu3GD8+PEMGTKEiRMnvrRutra2lC5dmlatWmFsbPzC7aZNm/a6p/tCBaJlT/ny5bl+/TouLi6vzJQJkV9VqlQpy+XlypXD2NiYmJgYXauYzp0706hRIwDatm3L9u3b2bFjBwsWLMhWmRqNhtDQUF3s7Nu3jxEjRhAWFgakj5szc+ZMihUr9gZn9v9WrlzJvHnzGDduHNWqVctyGxmUWeR3/44bIcTrkdgRQj8SO0Lo50WxoygKKSkpXLp0KVPLnpyg1WopVqwY8+bNw8DAAE9PT8LDw1m4cOErkz316tVDpVIRFBT0wm2er/ObKBDJnmd/OAMDA3kDFIWOmZkZ7u7uBAYG4ufnB8Do0aN1r/UxY8awfft21qxZw5QpU/RKzBgYGHDkyBHat28PgLOzMz/99FOGmcFyQs2aNV/Yt1WIgkauOULoR2JHCP1I7Aihn3/HzrNeQdbW1q9MnNjZ2WFgYJBpMOaIiAiKFy+e5T4lSpTAyMgoQ5murq48fPiQlJSUl7bY2b59+yvPJ6fIAM1C5APPBmmG9KnafXx8dL83aNAALy8vkpKS+OWXX1AUhaioKK5cuZJhuvZX+eOPPwB47733OHv2bI4neoQQQgghhBCiIDE2NsbT0zPDhDharZYjR45k+Ez2vNq1a3Pjxg20Wq1u2fXr1ylZsuRLEz1vW4Fo2SNEYfd8smfUqFEZ1qlUKkaPHk2/fv347rvvmDZtmm5KPrVazaFDh3Szfb2Ioijs378fgCFDhmBpaZnDZyCEEEIIIYQQBc/w4cMZPnw4NWrUwMvLiyVLlhAfH0+vXr0AGDp0KA4ODnz99dcADBw4kOXLlzNp0iQ++ugjrl+/zpw5c/joo49eWVafPn2yXG5tbU2FChXo27dvjg2xIS17hMgHGjZsiIGBAS4uLnTo0CHT+vfffx8XFxfS0tJ0iR4TExO0Wi0//PDDK49/48YNbt++jZGREQ0aNMjx+gshhBBCCCFEQdS5c2emTp3K9OnTadSoEZcuXcLX11fXjevu3bs8fPhQt33p0qXx9fXl7NmzNGjQgEmTJjFkyJAMM3q9iLW1dZaPp0+fsnr1anx8fLhy5UqOnFeBmI3L2NiYkJAQ3NzcpB+rKLTOnTtHiRIlcHBwyHL9kydPuHHjBsWLF6d48eKEhYXh7u6OoigEBgZmOWWfRqMhODiYI0eOMGrUKBo1apTliPJCiP/3LG7kmiNE9kjsCKEfiR0h9POi2FEUhcTExNcasyc/0Wq1jB49moiICH7//fc3Pp607BEin/D09HxhogegaNGieHt74+TkhImJCRUrVqRTp04AzJ49+6XHftaFq1mzZjlXYSGEEEIIIYQQOUKtVvPRRx9x/vz5nDlejhxFCJEnxo8fD6QPvvxsOvV/02g0ugHHJNkjhBBCCCGEEPmThYUFCQkJOXIsSfYIUYDVrFmTxo0bk5aWxoIFC7Lc5sqVK0RHR1OkSBG8vb3fcg2FEEIIIYQQQpFVyX8AADcqSURBVLyOgwcP4uLikiPHktm4hCjgxo8fz6FDh1ixYgWfffYZtra2GdafOnUKgMaNG0s/cCGEEEIIIYTIIzt37sxyeUxMDOfPn2fNmjXMnz8/R8qSZI8QBVyLFi2oXr0658+fZ8mSJXz++ecZ1p88eRKA5s2b50X1hBBCCCGEEEIAvXv3znK5paUlFStWZP78+XTp0iVHypJkjxAFnEqlYty4cfTt25effvqJMWPGYG5uDkB8fLxugK+mTZvmZTWFEEIIIYQQ4j8tKirqrZUlY/YIUQi8//77lC1blsjISCZPnoyiKAAcP36c1NRUypQpk2N9P4UQQgghhBBCZN+RI0eoU6cOMTExmdY9ffqUunXrcvz48RwpS5I9QhQChoaGzJw5E5VKxZIlS5g1axbw/1OuN23aFJVKlZdVFEIIIYQQQoj/tCVLltC3b1+sra0zrStSpAj9+/dn8eLFOVKWJHuEKCQ6duzIjz/+CMAXX3zB6tWrOXjwIABNmjTJy6oJIYQQQgghxH/epUuXaNas2QvXN2nShHPnzuVIWTJmjxCFyMiRI7l37x5z5sxhyJAhaDQaQJI9QgghhBBCCJHXIiIiMDIyeuF6Q0NDHj9+nCNlScseIQqZ6dOn07NnT12ix83NDXt7+zyulRBCCCGEEEL8tzk4OHD16tUXrr98+TIlSpTIkbIk2SNEIaNWq1m2bJmueeA777yTxzUSQgghhBBCCNGiRQumTZtGUlJSpnWJiYl8//33tGrVKkfKkm5cQhRCxsbGbNmyhf379+Pg4JDX1RFCCCGEEEKI/7zx48ezfft2atasyeDBg6lYsSIAISEhLF++HK1Wy7hx43KkLEn2CFFImZqa0rp1a4KDg/O6KkIIIYQQQgjxn1e8eHF2797NuHHjmDp1KoqiAKBSqWjatCk//vgjxYsXz5GyJNkjhBBCCCGEEEII8RaUKVOGTZs2ER0dzY0bN1AUhQoVKmBjY5Oj5UiyRwghhBBCCCGEEOItsrGxwcvLK9eOLwM0CyGEEEIIIYQQQhQikuwRQgghhBBCCCGEKEQk2SOEEEIIIYQQQghRiOTrMXuejUytKAoqlQpFUXTLhBCvJrEjRPZJ3AihH4kdIfQjsSOEfl4UO//OI/xXqZR8/I6i1WqJjY3N62oIIYQQQgghhBCiALGyskKt/u92Zsr3yR6A2NhY3N3duXTpEtbW1nlcKyEKjpiYGIkdIbJJ4kYI/UjsCKEfiR0h9POi2Hk+xfFfTvbk625cz/4wKpWKuLg4VCrVf7oZlhDZJbEjRPZJ3AihH4kdIfQjsSOEfl4UOxJH6f67aS4hhBBCCCGEEEKIQkiSPUIIIYQQQgghhBCFSIFI9piYmDBx4kRMTEzyuipCFCgSO0Jkn8SNEPqR2BFCPxI7QuhHYufl8vUAzUIIIYQQQgghhBAiewpEyx4hhBBCCCGEEEII8Xok2SOEEEIIIYQQQghRiEiyRwghhBBCCCGEEKIQkWSPEEIIIYQQQgghRCEiyR4hhBBCCCGEEEKIQkSSPUIIIYQQQgghhBCFiGFeVyC/uHr1Kra2tpQoUSKvqyJEgfTgwQOOHTtG8eLFadSoUV5XR4h87dSpUwQFBdGoUSPKlSuX19URosCJj49n8+bN7N69G2dnZ3r27ImHhweKoqBSqfK6ekLke89iJTAwkPXr1xMdHc37779P48aNMTU1lVgS4n+io6OxsbHJ62ro5T/dsiclJYUvv/wSJycnunTpQp8+fdi2bRtarTavqyZEgfLVV19Rq1YtZs+ezdixYxk4cCBpaWl5XS0h8p2wsDBat25Nr169WLVqFe3atWPDhg1y3REim2bOnMnixYtxdHTk1q1bNG/eHD8/P/lwKsRreJbIOXbsGIMGDSIiIgJzc3PGjBnDhAkT8rp6QuQpjUbDoUOH+PDDDylRogTTpk0jPj4+r6ull/9Msic1NVX3f0VRANi8eTP79+9n6dKl/PPPP5QuXZoZM2awZcsWALn5FuJf7t27l2nZ0aNH8fX15eeff+bEiRN8++23HDx4kHnz5pGSkpIHtRQi7z19+pSHDx/qfn923Zk9ezYAJ0+eZMeOHbz77rssWrRId90RQvw/f39/fv/9d27fvp1h+aVLl1ixYgWTJk1i5syZrF+/nhYtWjBjxgyuXLmSR7UVIn968OAB27Ztw8/PT7dMpVKRkJDAjBkzqF69OqtWrWLu3LnMnj2bdevWSeJU/KdoNJoMv0dFRbFlyxbMzc3x9vbm9u3bREZGAv9/P1dQFOpkz4kTJ/jkk09o0KABQ4cOZevWrSQlJenevPbt20epUqVo27YtpUqVYvbs2VStWpXFixfncc2FyB/i4+P5888/ad++PW5ubvTo0YMJEyYQFham22bz5s24urrSsGFDANq0acOQIUPYvn0758+fBwreG6MQ+rh16xbfffcdXl5e+Pj4MGTIEBYuXEhiYiIqlYoHDx5w/fp1GjZsSLFixTAzM2PixIm4ubmxfv36vK6+EHnm+WtEREQE06dPx93dnf79+7Ny5UratWvHmjVrdF/cHT58mCpVquDl5aXbb9CgQaSmprJnz563Xn8h8pu0tDS2bdtG69at8fHxYe7cuYwbN45evXrpPtiq1WrOnj3LgAEDgPQE0LvvvkvNmjVZvXo1T548yctTECLXKIqCn58fn3zyCU2aNOHTTz/l4MGDuvXGxsZ06dKF7777jqFDhxIaGprhs09BUuiSPYqikJqayqpVq5g4cSJJSUmMGDECa2trJkyYwLJly4D0m4mnT5/i6uqq27dIkSJ06NCBs2fPEhERgVpd6J4eIV7q312vNm/ezLJly6hZsya+vr6MHDmSPXv28M0335CYmAik3ywkJydjaWlJcnIyAO3atSM5OZmzZ88CyLdDolB6/pugqKgoVqxYwblz55g0aRI7duzAy8uLn3/+mTVr1ui2f/jwIU5OTrr9bG1tady4MefOnSM6Ovptn4IQeerJkydcvnw5wzXixIkTBAcH8+WXX3Lu3Dn+/PNPmjdvzm+//capU6cAMDc35/79+xga/v/Qk9WqVaNMmTIcP378rZ+HEHnt2rVrxMXF6X5XFIWVK1dSt25d/Pz82Lt3L5MnT+bYsWP8/vvvQPpnoWLFiuk+xD67h+vQoQMXLlzg7t27b/9EhMhl8fHxLFy4kIkTJ5KcnEz//v2JjIxk2LBhbN26FQBra2saNWpEkSJFeOedd0hOTubatWvwf+3dd0CV1f/A8TdwGSJLpshQkZUoKE60QAoVVzlybxyZSl9T07TUUjMrMc2BliNFc+XOvVM0RM1EcysgIMiSKePC8/uD3z1yxeb3Wwqe139c7n24l/uc55zncz7nc6h89zSVMpqhmQFKTU1lyZIlDBs2jNWrV5OZmYmOjg65ublkZGQQEhLC4sWL6dOnD3PnzqVnz54cOHAARVGwsbGhoKAARVHIz88Hym5avby8qFGjBkePHtX6W5JUVd26dYt3332XFi1aMG7cOI4fPy5+Z2xsTLdu3Xj//fdp2LAhvXr14rPPPuPYsWOo1WpKS0upW7cut27dAsoi4QBeXl5YWFhw584dMXiQpMqupKSEnTt30qFDB1q1asXs2bPFua9Wq7G3t+eDDz6gV69euLm5MX36dJo2bcrly5dRq9U4ODiQn59PamqqCKzq6Ojg7u6OsbExJ0+efJYfT5L+NVFRUbRp04b69eszbNgwJkyYwPXr1wGoW7cuoaGh9OjRAz09PUxNTQkNDdVaFtm0aVOSk5O1Mg8sLS1xcXEhMzOT9PT0f/0zSdK/LSsri/Hjx+Pk5ETXrl0ZMmSICHbq6+szcuRI3n77bZydnVGpVLzxxhs0b95cPKekpARXV1eio6MBRPA0KCiIxMREHjx48Gw+mCT9FzT37snJySxevJjQ0FC2bdtGQUEBADk5OaSmpjJ+/HiWLl3K4MGDCQ8Pp2nTpuzfvx94HNBRq9WYm5vj5ORETEwMWVlZz+ZD/RcqZbBHR0eHhw8fMnz4cLZu3Yq5uTnh4eF069aNvLw8atSoQWhoKEOGDEGlUlFaWoqhoSE5OTnY2dmRnZ0NlA0obt68SWpqqji2mZkZDRo04MyZM4AM9khVk+a8zsrK4tNPP+X27duEhoaSm5vLqFGj+P777wHo0aMHb731lgjiQFlE3MDAAAMDA3R1dXFzcyM7O5s7d+6go6Mj6vTUrFmTlJQUGeyRqoyff/6ZTz75hJYtWxIaGsr+/fsZNGgQubm52NraMnr0aBo3bgw8rvkWFxdHrVq1xCC6UaNG/PTTT+Tk5Ijj1qhRA2dnZ65evfrvfyhJ+odpMuDK9zuLFi2ibt26XLp0iUmTJnH27FmmTJkCQMOGDWnatCkqlUpkWCcnJ5Oeno6bmxsAbm5umJqa8tNPP6Eoiji2mZmZWDIpSVVJ+UxSzfm+bt06Lly4wLp169iyZQuFhYVMmzaNU6dOAWXL6m1tbcXrsrKyePDgAbVr1wbA1tYWT09PkYWtr68PgIeHBwUFBVr1TiWpstDR0SEpKYn+/fuzfft2FEVh2rRpDB8+HCi7P5k2bRrdu3dHR0cHtVqNsbExBQUF1KhRQ6tmrybo06pVK3799VfRt1Sm+MBzH+w5ffo0Bw4cqHDDuHbtWu7evcvq1auZP38+mzdv5v79+3z11Vfk5+eLII+m2ryiKFy9ehU3NzfMzc0BeO2110hMTCQmJkYct1q1alhYWIgvWi7lkiq7+Ph4vv76a+bNm1dhWVVUVBQ7d+5k/vz5DBgwgGXLltGpUyfmzp0rLmSaAYYmE2HNmjW8+eabGBoaAvDSSy/h5OQkAkR6enoA2Nvbk5ycjJmZmSx2LlUax48fZ/bs2SxbtqzCrObcuXNxdXVl8uTJ9O3bl23btpGSksKyZcvEoLikpITS0lJ0dXW5dOkSOTk5NG/eXByja9euXLt2jcuXL4vHatasSUZGBjVr1vx3PqQk/YPS0tJYuXIlr7/+OsHBwXz++edcu3ZN9DtxcXHs37+f999/HxsbG7p3705YWBjHjx/np59+euoxw8LC6Nu3L3Z2dpSWlmJkZERgYCA7duzgwYMHWrOwDx8+pF69ev/a55Wkf8Lv1RTR0dEhLy+Po0eP4unpSUBAAPXr1yc8PJwaNWqwatUqoKw/Kn9T+uOPP5KSksKwYcOAsuztli1bEhcXJ8aHUDZutLS0FMv1Jel59dNPP4ngZnlffvklarWaTZs2sXjxYsLDwzl27Bhr164FylYilJaWUlpaikqlIjMzk6SkJOrVq4eurq5oN5q+5bXXXiMpKUlsFlCZlnI9l5GMK1euMHbsWOrUqUNoaCgzZ86kU6dOWrOeR44coW3bttSuXZvS0lLq1KnD4MGDOXr0KFeuXAEefxE6Ojps3bqV+/fvM3DgQHGMgIAA7O3t2bBhg3gsPT2dw4cPi2KzklTZFBQUkJqaSnx8PCEhIbRr144tW7YQExND9+7dCQ8PF8+NiYnB29sbV1dXAIyMjOjXrx8PHjwQRS51dXVRq9WoVCr27dtHUlISffr0Ecdwdnamd+/erFmzhvPnz6Onp0dycjKnTp2ifv364hiS9DzS1CrYvHkzAQEBjB07ljt37rBp0yaCgoK4dOmSeG5cXByvvPIKRkZGFBUVYW9vz4ABA9i9e7fWAEBzvq9fvx4XFxdeffVVMXBo164d9vb2rF69WmT3nD17lps3b4qsIEmqbC5fvsyePXvIzMwU2aF+fn7079+fXbt2MXToUBH0T0lJwcTEBCsrK6DshrR58+Z4eHiwfft2kR2qmWg4dOgQ9+7dIyQkBHicNRcSEkJaWhozZ84kNzeXhIQEDh48SMuWLTEyMvq3/wWS9F9LSUlh7969JCcnEx4ezqRJkyrUFNm5cydQVifuwYMHWkXK7e3tadeuHZGRkeTl5aGnp4eOjg4lJSWUlJTw5ZdfMnLkSKysrMQEXlBQEE2aNGH69OliOVdERAR2dnayT5KeS+fPn2f48OE4OzszduxY3nvvPXr16qW1Y/Dp06fp0qUL1tbWlJSU4O/vT8+ePVm3bp0Y95Ufr23cuBG1Wk2vXr3E7+Dx/UuLFi3Q19fn5s2bZGdnc/fu3UqzcuG5uQNLT0/Hz8+P+Ph49u7dy8OHD1m/fj3R0dEsXboUtVrN559/LtbbmZubi1lXzcAgODiYvLw8rRlTTQ2f2bNnExoaioODgxh016hRg3HjxnHy5ElCQkLYuHEjH374IX5+fjLYI1VKubm5dOnShTNnzhAVFYWenh7r16/n0KFDfP311wwcOJCNGzeK2giZmZlYWVlx9+5dcQw3NzcaNmwoipRpAj0FBQUsWrSIoKAgGjZsqJWtM3LkSDw9PRkyZAjTpk0jJCQEfX19Jk+e/O/+AyTpL4iMjKRv377Ex8dz5swZAgICiIyMZNWqVaxevZpatWqJ4GhaWhqOjo6i7Wj6kc6dO4tdtuDxAOGXX37hu+++Y+rUqVqPm5ubM2PGDCIjIxk6dChjxoxh/PjxTJgwQQRHJakyKS4uZvHixURFRfHgwQNsbW1ZsGABU6ZMYeDAgaxatYqEhAROnDgBlC0FdnZ25uLFi8DjoE779u2JjIwUdRT19PR49OgR33zzDf7+/jRo0AB4XFekdevWTJkyRQzqW7VqRWFhoex3pEpH05+cOnWKyZMnY2RkRGJiIhMmTPjNmiJOTk48fPiQgoICEbjR09PDy8sLXV1dsc16QUEBenp6hIeHU1RUxIABA4DH7cjIyIiPP/4YfX19xowZQ6NGjVizZg0jR46kTp06//J/QpKe7tq1a7zxxhskJCSwbds2iouL2bZtG2fOnGHGjBncvn2bRYsWAWU1eaytrUlKSgIexwl69OjBvXv3RKFljaSkJObNm8dHH32EiYlJhSVaBQUF5ObmYmBgQFhYGL6+vgQHB4sdh593qj9+yv+W5sbxSbGxsTg4OKBWq2nTpg1BQUE0btyYkpISfHx8GDFiBJ9//rmYUX3ppZfEVrWaeiI+Pj4YGhqSkJBASUmJWE4SFhaGra2tyOopn3rl7+/P2rVr2b59O5999hmNGzdmxowZMp1eeq7FxsZibGystRZbURRMTEy4e/cuTk5OODo60rp1a2rVqkVJSQmGhob4+flx5swZ0tLS8PDwwM3NjSNHjpCcnEzdunWBx2m9mtkjTXv99ttviYuLY8+ePUBZtPvRo0cYGhpibm7Ot99+y6ZNmzh58iSvvPIK/fr103p/kvQs5Ofnc+fOHdzc3MTSQ80yq/j4eDw8PLCwsGDcuHHY2NhgbGwMQJ06dfDz8+PHH38EymoZuLi48OuvvwKIYzVr1ozi4mLu378PIJYNjxs3jpCQEBo1agSUtc+8vDxMTExo3bo1O3bsYNeuXdy+fZvZs2fToUMH0WdJ0vMmJiaGM2fOYGNjQ+fOnUVtj9LSUvT19bl79y4BAQF4eHiwdOlSrdfq6uri6OgoCiw7ODhQvXp1Ll68SFBQkBiT+fv7s2LFCq2B9p49e7hx44ZIvX/w4AE3b96kUaNGVK9enS5dutCwYUMuXLiAu7u7CAhJ0vMoOzubY8eOkZOTQ5s2bXB0dAQe35dYWVlhZmaGhYUFH3/8sRh/la8pUrt2bQoLCzE0NMTNzY3o6Gjy8vJEiQobGxtcXFz4+eefadeunQgcRURE8O6772Jra0txcTFXrlzB3t4eOzs7GjZsyJYtW9i9ezcGBgYEBgZSrVq1Z/NPkl5ImrIr+fn5FBcXi/NZ8/j169cxMTFBX1+ftm3bYmVlRcOGDQFE4EUzSV1SUkLdunW5ceMGgMj09PPzo6ioSCuzB2D27Nn4+fnRvn17rcc1PvvsMxYuXEitWrXo3Lkzbdq0oW3btpiamor39zz7V4I99+7dY9WqVezbtw9ra2t69epF586dsbS01MoayM7OxsjIiGbNmonXaga/V69eFTeOBgYGNGzYkJSUFBITE3FwcKC4uBh9fX1MTU3JyMigtLQUPT09bt68yalTp/jPf/5DXl4ea9asYd++fbRs2ZIpU6ZQWlpKmzZtaN26tRi8SNLzpqioiMOHD7Nu3TrOnDmDmZkZzs7ODB48mG7duolU3fT0dBo3bszt27e10m81F6LExERSU1Px8fEBygbX8+fP5+rVq/j5+QFlwR1bW1t0dXXJz8/H2NiYhIQENmzYwKRJkzh9+jTbt29n9+7dtGvXjo8//hhLS0tMTU0ZPny4KIAmSc/K/fv3iYiIYPv27SQmJuLo6IiXlxdDhgyhdevWqNVqDAwMMDU1JSYmBjMzM8zMzCocJzIyUmR5mpub89JLL3Hw4MEK/Y6VlRVpaWnidd999x06OjoEBgayfv16Nm/ezJUrV/jPf/5DaGgoUFbr6qWXXvp3/iGS9Dc8evSI8PBwIiIiyM7OpkGDBty/f5+tW7cyffp03N3dKSkpQVdXF2tra5EhqnmspKQElUrFtWvXePToEa+++ioA7u7uODo6cvbsWeBxUVgLCwtKSkrELGxSUhIzZ86kadOmzJw5k4MHD3Lnzh38/f1ZsGAB1atXB8oCs+UzECrD4Ft6cSiKwo8//sj8+fP5+eefcXBwoEaNGsyZM4fVq1fTokUL8VxNIDM1NRUbGxuRQa2pKZKYmEjHjh3FZEPnzp1ZuHAhd+7cEWM+Ozs7iouLRaCotLSUBQsWkJubS3Z2Nl26dOHixYvk5eWxfft27OzsgLL7ra5du4r3opkUkaR/muaavWrVKiZOnMioUaOYM2eOOP91dHRQqVTExsZiZ2cnztnyrl69iru7O1DWl7i7u3PixAnS0tKwtramqKgIAwMDLC0ttXZ2PHfuHDdu3GDmzJmkpqayY8cOTpw4wauvvsqIESMA6Nu3L4MHD66Q6VZZ+pp/pBXn5ORw8OBB4uPjUavVzJs3j4sXLzJu3Dg6d+5MeHg4EydOLHsD/38hqVWrFteuXaNWrVoAWktE0tLS2LZtG2PGjBGPeXt7a9Xb0QwWDAwMyM/PR19fn9LSUlauXMn58+cZO3YsHh4efPvtt3h7e9O9e3etv695/ZPFzCTpWXiyoPH169fZvXs3jo6ObN68mR07dmBnZ8eiRYuIiooSz0tNTUVPT08ERjXnsiZws3LlSoYPH46JiQlQtiOdl5cXhw4dEqnzUFZDxMPDQ6QGb9iwgZiYGMaPH0/fvn1JTk7mo48+Yu7cuVhaWlZ477Igs/Rvu3XrFnPnzuX27dtcvHiRH3/8kVGjRhEZGcns2bNJSUnhk08+AR5nq1WvXl1rp7ny9u/fT1xcHP369ROPtWjRAgMDA7Zs2QKU9Rvx8fHo6uqKDj8zM5OIiAguXrxIz549WbhwIT4+PmzevFkEesrTbCQgSc9SQUGBKMaqOR/VajW6urqMHz+eS5cusXPnTmbMmEFqaip79+4FytpAZmYmNjY2mJqaAojJB007+/LLL+nWrZvol8zNzQkKCuLs2bOcP39evIfNmzfj6ekp6iBERkaSkJDATz/9RFxcHJMmTSI2NpYdO3Y8ddCtURkG31LVFR8fT25urvhZszOQv78/hw8f5syZM2zevBlHR0dWrlyptTNjZmYmjx49wsbGBkVR0NXV1aopUlJSImqKAHTq1AkjIyO2bdsmHrt//z7nzp2jZcuW4u//8MMP3L9/nw0bNtCsWTP27dtHRkYGAQEBFd5/+XGjJP0TcnJyOHToELGxscDjkiunT5/Gw8NDFFwuX1PH1tZWq12Vv8+4c+cOp0+fFnXdABo3bkxpaanoqwwMDCgsLMTc3Fzc7xQUFLB48WIuXLjAkCFD8PLyYvXq1bi7uxMUFCSO5e7uTp06dVAURStOUGn6GuUfcPbsWcXDw0NJS0tTDhw4oFhaWiq//vqr+H10dLRSo0YN5dSpU1qvCQ4OVmJjY8VjxcXFiqIoyocffqh07dpVKSgoUEpKSsTvw8LClPr16ysbNmxQFEVRTpw4ofj4+IifCwoKlHnz5inTp09Xjh8/rqjV6n/i40rS/8SFCxeUKVOmKEFBQcr48eOVw4cPK6WlpYqiKEpKSopy6dIlJTc3Vzz2yy+/KE5OTsrPP/8sjpGdna3Url1biY+Pr3D8JUuWKIGBgUpaWpqiKI/b1/79+5VmzZopI0eOVOLi4pSoqCjFz89PWbZsmXjtuXPnlOXLlytJSUn/1MeXpD8tJydHnL+aPiEqKkqpU6eOUlJSoiQnJysxMTGirSiKosyaNUsJCAhQ8vLyxGPffPONMnr0aCU1NVXr+IWFhUr79u2V6dOni581wsLCFFdXV2Xp0qVKVlaW8sUXXyitW7dW7t69K54bERGhnD59Wqu/kqTnzcOHD5U1a9YowcHBipWVlbJy5UpFUR73DWq1WklPT1eKiorEaxITExVfX19ly5Yt4rHi4mKlbdu2ysGDB8Vjmra3ePFipXnz5kp6ero4puY1AwcOVLy8vJQFCxYoy5cvV1q2bKmsWLFCHCM9PV1JTk6u8L5LSkq02rYkPUvFxcXKiRMnlCFDhij16tVTGjdurPTt21c5fPiweM79+/eV7OxsrdcNHTpU6d27t6Ioj9vF6tWrlYCAAEVRFK3+IzExUXFxcVH27NmjKIqidf5HREQoTk5Oynvvvads375d6dmzpzJ06FDl4cOH4jm3bt166nuXfZT0LJw9e1bx9PRUkpOTxbl86dIlpXXr1sqRI0cUS0vLCuOyzZs3K4MGDVJSUlLEY5q+6e2331YGDRqkKMrj/qu4uFiZNGmS0qRJE+XkyZOKoijKzp07FS8vL+XYsWOKoihKbm6uMmHCBGXGjBnK0aNHq2yc4G8t41Kr1Rw/fpwLFy7QuXPnCkUlHR0dKSgowNTUlNjYWLy9vXFzcxO/NzAwoFq1auzatQsvLy8sLCy4ffs2dnZ2IoKnWd51+fJlfvjhB2bNmiXSFjWGDRtGYmIic+bMYfny5dy+fZuuXbvSu3dvoKymwoQJE7ReUz4lrNJE5KQq6eHDh5w9exZvb2/27dvHN998g5ubGz179iQqKooRI0Ywb948unfvjo2NjVb9m5ycHHbs2EGvXr202l9paSmWlpZkZmbi5OQk0nCTk5NZu3Ytb731ltgBRTPr2r59e4qKili+fDnBwcFkZGTQp08frR23mjRpQpMmTYCyWR/NcWUbkv4tFy5cYPXq1Rw/fpw6deoQFhaGu7u76DOsrKyoXr06eXl5FdJ8L126xLlz55g8eTLGxsaipltGRga5ublYW1sDiMfXrVtHenq6yMQpn/0zevRoCgsLWbduHXPnzsXExIQPP/xQZBoYGBiIApgg+xzp+XLr1i22bNlC//79ycjIYMOGDbi5uaGrq0t0dDQhISGiTenp6YnMzfz8fA4ePMi6deto3LgxwcHBQFl/oFKpSE1NFRk55WtirVq1ijFjxojj6OnpideEhYWxY8cO1q9fj1qtZuDAgVpZC5rXPNnnyIwD6XnwxRdfULt2bV566SWWLVuGjY0N69evx9DQkI8//pg5c+ZgYWFBkyZNtOqAXrp0iS1bthAfH8+8efOAx+2iqKiIevXqVVhCNXv2bFq2bPnUmiIDBgzAxMSEHTt28MEHH9CqVSsmTpwoap4A1KtXD3jcH2mOLduS9E/4M3GCR48eYW5uLs7lFStW0LdvX7y8vDAxMeHIkSP07t1bxAMSExPR09MTS+7VajX6+vpERkZy8uRJvv76a+DxvY1KpWLixInExsYybtw4zM3NuX37NgMHDqRNmzZAWXa3pg1qPNlGqoK/HOz55Zdf+OSTT7h58yZxcXE4OjpW+BJv3bqFr68vGRkZODg4UFhYyMqVK3nrrbeAsm3TjY2NiYqKIi0tDQsLC6pXr86VK1fEDarmy1q4cCHe3t507twZgISEBPLy8nBzc8Pc3JywsDCOHTtGYmIifn5+4oJWXmlpqRhoV6UvT6qcNJ34+fPnGTNmDGfPnuXOnTuEhobSs2dPVCoVQ4cOZeTIkezZs4cuXbqgr68v1ob27t2bQ4cOYWJiQv369Vm3bh19+vTB2NiYa9euUb9+fZEWXP4i6uTkxNChQykoKCA6OpobN24wbNgwALp06cLLL79MbGwsPj4+T20nmr+vo6MjC8lK/6p79+4xc+ZMzMzMmDlzJjVr1qxQGO/atWv4+vqSmpoqlpOcOnWK9957jxs3buDo6Mj69evR09OjXbt2QFlasGZnE02gJysri4iICCZMmIC1tTUJCQkcPnyYBg0a0KRJE4yMjJgyZQrdu3enWrVqODs7P/U9a96b7HOkZ0VzDirlUs4zMjJYvnw5U6ZMwdzcnNDQUJo3b86yZcs4dOiQ1uYW5Y8xdepUTp06hZubG9euXWPw4MFMnDgRPz8/UlNTadCgAenp6cDjPu67777Dzc2N/v37c+zYMfbt20dMTAwbN27E3NwcGxsbRowYwfDhw383ECr7HOl5ojm/Y2JiyM/Pp2XLlrz88su8+eabYlJu8eLFdO7cmfj4eDFRBmWBnu7du+Pi4oKFhQW9e/fm008/pVOnThgaGnL9+nWcnZ21gj1/pqZI165d6dChQ4VJ8SfJ/kj6p/3ZOEHTpk2Jj4/H3d2drKwsrl69So8ePbC1taVZs2acPHmS3r17a03o3bp1CyMjI1EPDuDzzz8nODhY1B29d+8eurq6ODg4YGNjw6ZNm9i1axdpaWkEBAS8kHGCv/yJdHV1adCgAVu3bsXX15eoqCixHbpm+8yUlBRUKhXVqlUjICCAwMBAvvrqK1577TWcnZ3Zs2cPH374IdeuXRMdvKWlZYU97ffv38/Bgwfx9fVl3LhxeHt74+3tzdatW7X2tg8MDGTAgAHiC1SeqH8gMxCkZ6GoqIi9e/cybtw4JkyYIHb10ZzfZmZm1KhRAwsLC6ZNm0bfvn1RqVQiWq38/+5amnNXc15PmDCBM2fOcO7cOYKCgoiIiBC7nyiKQmxsrGgLOjo6XLp0ifnz5/Po0SPeeOMNateuTf/+/Tl9+jTFxcXi/daoUYPGjRujq6v71Doisg1Jz8q7776LnZ0da9eupVu3bvj5+WFvb4+Ojo6oK5WVlUVubi729vbi3PX09GTRokVcv36ddevWUatWLUaNGkVeXp6YRXVxcdG6wf3ss8/45ZdfOHjwID4+Pvj6+jJ79mzS09O12qKHh4cI9DytRpVsL9K/rbS0lEOHDjF69Gh69uzJkiVLePjwoVZWmZWVFSYmJuTk5GBubk7Hjh2xtrbG3d2dR48e8fPPP4tjlTdr1iyioqLYsGEDK1euxNTUlGnTpgFlOwwVFBTg4OAAlM2oxsXF8fnnn3Pw4EFcXFwYPHgwcXFx9O7dW9SM09DR0ZG13qTngqbv0GzF3KdPH5YuXUpiYiLwuPh4dnY29vb2GBsb4+zszOjRo7Wyr1UqFUlJSbi6umod38vLi4sXL3Lw4EE2btxIv379WLp0qdgmXa1Wk5SUhEqlorS0lOLi4t+sKdK2bVutY2sCPbL2qPQs/dk4gWZTJYADBw7g6OiIv78/Ojo6+Pr6smvXLgYNGsSaNWuAsjZlY2MDPN68KSIigl9//ZX69euLOIGPjw979+7V6k9ef/11QkJCnhro0bznqjxm+8uZPZ6enkyaNAkjIyM6dOjAhg0byMzMxN7eXjzHzs6OK1euiBTCmTNn8sorr3Djxg0aNmxIYGAgd+7cETtmQVkB2kaNGvHgwQNxwdy+fTs5OTmsWbOGRo0a8emnn9K2bdunFtQsP8Nblb8wqXLYunUrYWFhFBYW0rJlS9RqNV27dmXp0qW8+eabqFQqrl+/jo+PD0lJSTg4OKAoikhvz8vLIz4+ni5duqBSqUShPkVRaN68ufg7EydO5Pbt22KA7ujoSFxcHDVq1BDPOX/+PHZ2dqhUKvz9/Zk3b57WssqnqYqRbalyysjIICcnhzfffJMDBw6wYMEC7O3tCQoKolu3bmJ72Fq1anHjxg2qVasmBrrW1tZiiZa1tTUzZsxg9erVREdH06ZNG65evYqDg4PWEpF79+5hY2ODmZkZs2bNIjg4uEKf82QfI9uL9DyYNWsW+/bto0mTJrz88sssWLCAy5cv8+mnn4o+4ckMOM2Ocq6urlhYWHDy5EmaNm2qlQ2kKIoYlAN4eHjQtGlToqOjgbIlIufPnxfbSAMUFhbSu3dvmjRpQmBg4G8OsjVkG5KeB5rst9DQUPLy8vD19WXTpk188803HDp0SPQnZmZmxMTEiN1HNe1Fc1+zZs0amjRpotUmoOwm1cTERCxN6dixI3v37hUT2A4ODly/fh0oaxMFBQVYW1vzzjvvEBAQgL+//x9mucksOOlZ+rNxgkuXLmFvb09+fj7Hjx8X7e7w4cOkpaVRWlqKvr6+yNi5fv067u7u5OXliZ0Yd+7cSXp6OgsWLKBJkybMnTuXoKCgP4wTvGj+crBHX19f7FzVoUMH5syZQ3x8PPb29uICoygKVlZWFBQUYGRkhJ6eHsHBwWKNN5RF43x8fMQXkpGRQWFhIba2tuIi+MEHH/DJJ5+Ii6vG07YDfFG/QOn5ZGdnx+TJk2nTpo0Ieubn57Nt2zY6dOiAubk52dnZ5ObmikBP+dnXnTt38uDBAwYPHgzwm4HMhIQEjh49ysCBAwF48OABPj4+xMXFiS0Iu3fvztChQyu8xyfT9SXpeaRSqcjOzubChQvcuHGDdu3aUVBQwOTJk7l27RozZ84EyupYubi4kJubWyFzQOP777+nWrVqIhtIR0eH+/fvo6+vL/qdFStWVEiFr4pruKWqJSYmhg0bNjBr1ix69uwJgJGREVu3biUhIUEEe8pnwMHj+gbOzs7UrVtXbIdevq95st+Jj49n/fr1tG3bVuzgZWdnR1paGlA2BnR3dyc8PFzrdZqsCDlek56136spsn37dmJiYjh8+DDOzs5kZ2fTqlUrwsLCmDJliqgZkpOTI4I0mjGcnp4eycnJ7N69m5CQEK2Jt/JUKhXFxcXs2bOH9PR0GjVqhKIopKSk4OnpKe5zjI2NX4iaIlLV8VfiBPn5+RgbG5OZmUlKSgqWlpbMmDEDNzc3QkJCaNWqFZ6engA8evSIrKwsqlevLsZrc+bMwdLSUsYJ/sDfKtCsUb9+fapXr87Fixdp1qyZ+MfeuHEDLy8vsrKyMDIyAiA3N1cUjT1x4gSHDx+mV69eYqt1Gxsbbty4ATy+gGlS5GVxPqmyadGiBSqVqsKA2c7OTgR/7O3tuX37doXXZmZmMnv2bKZPn46lpaVWNDo2NpaioiKsrKy4cuUKmzZtwsfHh/79+wNls7ZGRkai3QHi7z050JaBHqkyMDMzIyUlhRUrVrBixQq6d+8OlM2AfvHFF3Tt2hVfX1+uX79OnTp1RJpwYWEhcXFx6OrqYmBgwLFjx9i0aROjR48mKCiIkpISLC0tycjIAB7f9BoaGopljLLPkSqLkpISnJyctDJwsrOzsbKywt3dXQT3n8yA0/QHmqVc33//PVlZWVrFXS9fvkxsbCxqtZoLFy5w6tQpXF1dee+996hWrRrR0dHUrVtXK4gKiGzV8gWfJelZ+6OaIvv376djx444OTkBZX3QsGHDOHDgABcvXsTf35+srCzc3NxE/wGPz/tVq1ahq6vLoEGDtP6uoiisWbOG2rVrc+fOHY4ePUpCQgJLliwRwdcrV67g4uJSoc+p6jVFpKrpj+IEDx8+xNjYmK+++gojIyPRfxUXF9OgQQPWrl0raova2Nhw8+ZN4HFfopnUlnGC3/e3/xuaTr158+acPHlS7FkPZbVKUlJSsLOzEwPvpKQk3n77bZo3b86AAQNo3bq1SH8EqFatGm3atNEaGGhoouUvclROqlz09fXR0dEhOzubefPmERQUxLlz5+jSpYt4Tm5uLh4eHhQWFmqd21988QXu7u68/vrrgHY0+vLly0ydOhU/Pz9CQkJQq9VMnTqV2rVrA2XpkzVr1nxq0VjZhqTKqk+fPpiYmODr6ysea9GiBba2thw/fhwoO7/j4uLETWpBQQHHjh1j8ODBvPzyy4SHh9OhQwdGjhwpnm9lZcXrr7/+1Dpvsr1IlYm7uzt2dnbMnz+fWbNm0bZtWxYtWkTz5s159OiRGBzn5uaKDLgnz29PT090dXU5d+4cxcXF3LlzByjrgw4fPszs2bO5fv06I0aMYMmSJaJGj6OjI23atKFRo0Zax5ODbul59Hs1RQBMTExIS0vTqgnn7++Poigi8y03N5f8/HyxTEtznsfExLBkyRK++uor0eby8vLEOC8+Pp6pU6eyevVq3NzcWLJkCe3btxf3Sv3796dBgwZPfc+yP5Iqkz8TJ6hVqxalpaXY2NhoTVTo6+vTv39/cc+kWR6piRM82RZknOD3/e3MHs0/tEuXLsydO5eMjAyROm9nZ0dycjLw+ALo6upKcHAwdevWJTAwEGNjY+Bx6qNmS0H5RUlVSWpqKpGRkbRq1QqVSsWIESMYMWIEU6dOJSEhQauYLMDVq1eJjo5m8uTJFBcXExERwbFjx/D19WXs2LG0bNmS6tWr4+TkVKHwHyBqW0lSVdKjRw927NhBTEyM2OJcR0eHgoICscW6ra2tWFICZRlt7du3x9vbm0aNGonaPuX169cPU1NT2e9IlZ6xsTErV67ks88+Y9u2bXTt2pWQkBDmz59PZGQkn376qdhJq3wGnIamYHlGRgZvvfUWmZmZtGrVit27d+Ph4cHHH3+sle1Tnr29vQiiStLz7o9qinh7e7N69WrgcQaBp6cnFhYWJCQkAGWZpb/88guTJk0CytqPWq3myy+/pEePHuTl5fHRRx/xww8/YGBgwIIFC2jevDnvvPMOU6dOFZmkGpq/079/fxkglaqEPxsn+K3xV8eOHenYsSNQFkvo1KkTNWvWlOO1v+FvB3s0F6bg4GAmTpzIrl27yMnJQVdXFzMzM3x8fLSKKOnq6jJ27Fjx+vIpicBvbl8rSZVZvXr12L59u/jZ1dWVRYsW0a5dO6pVq8aFCxfENoI6OjosX76c8+fP884775CSkoKDgwNt27bl1VdfBcpS7QMDA8XxnmxHurq6WtFxSaoKGjZsiLu7O/Pnz6dhw4Y4Ojpy/PhxioqKCAgIAMrqiHh7e4s14AB16tQRwaGn1Tn4rZtXSaqMsrOz2bdvH++//z69e/cGwMfHh9DQULZs2cLUqVPR1dUVGXCapV33799n8ODBnDt3jvr169O+fXsCAwN5+eWXgbIljpq28mSfI0mVze/VFIGyTIRZs2Zx69YtXF1dKS0tpXr16ujp6VFUVER2djZmZmZYW1tr3bBGR0ezY8cOoKzuT9OmTRk1ahRdu3bF2toaRVGwsLAAfrvujgz0SFXFX40TPE352juaJVvSX/e3gz2FhYVERERw+PBhSkpKmDVrFrVr12b69Ons2bMHc3Pz362GLS9o0otEU0ysdu3aZGdnixtSzcVQT09P7IoyYsQIXnnlFQIDA3/3IghyYCC9GAwMDAgLC2PIkCGEhISIrWlnz54t0uhTUlKwtbUVgZ4nybYiVXWaYuOayQEAU1NTcZMK2hlwmv7H3t6eGTNm0Lhx499sPxqyHUlVSfmaIk2bNkVPT4/GjRvj7OzMpk2b+OCDD8Q5X1hYSHFxMWZmZly5coV69eppZWbXqlWLhQsX0rp1a1xcXCr8rfIBUtmOpKru78YJypPt5H/jbwd7CgoKiIyMxNTUlB9++IFWrVqJ3xkYGJCdnS0i5+XJ2SDpRaIJbqpUKtLT09m6dSuWlpZ4e3tz5MgR6tevL4I8+vr6fPHFF1qv18z+yJlU6UVXr1499uzZQ2RkJCYmJrzyyitav+/fv/9Tl2pJ0ovC1dWVe/fusXHjRoYNG4ahoSEnTpwgOTlZ1D64d+9ehQw4RVFo3bo1IPsc6cWhmYTT1BTp378/JiYmGBsbM3jwYNatW4eFhQVjxozhxx9/JC4ujm7dugFlQdTLly8zbdo0cbzymaQgd5+TXmx/N04g/e/97WCPubm5WNOqobmwBQUFyWicJAELFy6kpKSEy5cvc/HiRaytrZk3bx6WlpZcvXqVJk2aVLjYyV0XJOnpzMzM6NChg/i5fIpvs2bNntXbkqTngrGxMYMGDWLZsmUcOXJE7FwSGhqKj48P8PQMOJlxIL2Ifq+myLBhw8jPz2f58uVs2LCBu3fv8uabb9KvXz8AatasSV5eXoXMhPLFY+Xuc9KLTMYJnh86ypPbkPxFcv22JP22o0eP8s033+Dk5ESnTp1EfRGAjRs3YmpqSqdOnZ7hO5SkyudpuzFIklTmzJkzxMTE4Onpib+/v9bvoqOjqVat2lN3/JGkF1FKSgoNGjRgxowZoqbIhAkTUKlUREVFkZCQQMuWLcXuc1BWH+vSpUv4+vr+4dJHSXqRyTjBs/dfB3skSfprNDeq5bMSJEmSJOmfIAfbklRR+ZoiBw8eRF9fHxcXF0aNGkWfPn0wNDTUer7mdkm2I0mSKpO/vYxLkqQ/R1EUEeB5cucsSZIkSfpfK39jKvsaSaro92qKlFd+/CZJklTZyMweSZIkSZIkSZJeaL+1JbokSVJlJYM9kiRJkiRJkiS9cOQyR0mSqjIZ7JEkSZIkSZIkSZIkSapCZJ6iJEmSJEmSJEmSJElSFSKDPZIkSZIkSZIkSZIkSVWIDPZIkiRJkiRJkiRJkiRVITLYI0mSJEmSJEmSJEmSVIXIYI8kSZIkSZIkSZIkSVIVIoM9kiRJkiRJkiRJkiRJVYgM9kiSJEmSJEmSJEmSJFUhMtgjSZIkSZIkSZIkSZJUhchgjyRJkiRJkiRJkiRJUhXyf59BlHhbG7FDAAAAAElFTkSuQmCC\n",
"text/plain": [
"<Figure size 1200x1000 with 8 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Pandas v: 1.1.0 [pip install pandas] https://github.com/pandas-dev/pandas\n",
"Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\n",
"Technical Analysis with Pandas TA v: 0.2.28b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a0 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x11d3fa310>"
]
},
"execution_count": 20,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"Chart(df, style=\"yahoo\", title=ticker, verbose=False,\n",
" last=recent_bars(df), rpad=10,\n",
" volume=True, midpoint=False, ohlc4=False,\n",
" rsi=False, clr=True, macd=False, zscore=False, squeeze=False, lazybear=False,\n",
" archermas=False, archerobv=True,\n",
" show_nontrading=False, # Intraday use if needed\n",
")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Disclaimer\n",
"* All investments involve risk, and the past performance of a security, industry, sector, market, financial product, trading strategy, or individuals trading does not guarantee future results or returns. Investors are fully responsible for any investment decisions they make. Such decisions should be based solely on an evaluation of their financial circumstances, investment objectives, risk tolerance, and liquidity needs.\n",
"\n",
"* Any opinions, news, research, analyses, prices, or other information offered is provided as general market commentary, and does not constitute investment advice. I will not accept liability for any loss or damage, including without limitation any loss of profit, which may arise directly or indirectly from use of or reliance on such information."
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.2"
}
},
"nbformat": 4,
"nbformat_minor": 4
}