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1426 lines
1.3 MiB
Plaintext
1426 lines
1.3 MiB
Plaintext
{
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# Technical Analysis with Pandas ([pandas_ta](https://github.com/twopirllc/pandas-ta))\n",
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"* Below contains examples of simple charts that can be made from pandas_ta indicators\n",
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"* Examples below are for **educational purposes only**\n",
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"* **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."
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]
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},
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Populating the interactive namespace from numpy and matplotlib\n"
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]
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}
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],
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"source": [
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"%matplotlib inline\n",
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"import datetime as dt\n",
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"import random as rnd\n",
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"\n",
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"import numpy as np\n",
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"import pandas as pd\n",
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"import mplfinance as mpf\n",
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"\n",
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"from alphaVantageAPI.alphavantage import AlphaVantage\n",
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"import pandas_ta as ta\n",
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"\n",
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"from watchlist import colors # Is this failing? If so, copy it locally. See above.\n",
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"%pylab inline\n",
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"\n",
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"e = pd.DataFrame()"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"### List of Indicators (post an [issue](https://github.com/twopirllc/pandas-ta/issues) if the indicator doc needs updating)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Pandas TA - Technical Analysis Indicators - v0.2.40b0\n",
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"Total Indicators: 129\n",
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"Abbreviations:\n",
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" 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, mcgd, median, mfi, midpoint, midprice, mom, natr, nvi, obv, ohlc4, pdist, percent_return, pgo, ppo, psar, psl, pvi, pvo, pvol, pvr, pvt, pwma, qqe, qstick, quantile, rma, roc, rsi, rsx, 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"
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]
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}
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],
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"source": [
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"e.ta.indicators()"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"### Individual Indicator help"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"metadata": {},
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||
"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Help on function ema in module pandas_ta.overlap.ema:\n",
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"\n",
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"ema(close, length=None, offset=None, **kwargs)\n",
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" Exponential Moving Average (EMA)\n",
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" \n",
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" The Exponential Moving Average is more responsive moving average compared to the\n",
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" Simple Moving Average (SMA). The weights are determined by alpha which is\n",
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" proportional to it's length. There are several different methods of calculating\n",
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" EMA. One method uses just the standard definition of EMA and another uses the\n",
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" SMA to generate the initial value for the rest of the calculation.\n",
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" \n",
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" Sources:\n",
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" https://stockcharts.com/school/doku.php?id=chart_school:technical_indicators:moving_averages\n",
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" https://www.investopedia.com/ask/answers/122314/what-exponential-moving-average-ema-formula-and-how-ema-calculated.asp\n",
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" \n",
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" Calculation:\n",
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" Default Inputs:\n",
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" length=10, adjust=False, sma=True\n",
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" if sma:\n",
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" sma_nth = close[0:length].sum() / length\n",
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" close[:length - 1] = np.NaN\n",
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" close.iloc[length - 1] = sma_nth\n",
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" EMA = close.ewm(span=length, adjust=adjust).mean()\n",
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" \n",
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" Args:\n",
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" close (pd.Series): Series of 'close's\n",
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" length (int): It's period. Default: 10\n",
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" offset (int): How many periods to offset the result. Default: 0\n",
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" \n",
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" Kwargs:\n",
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" adjust (bool, optional): Default: False\n",
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" sma (bool, optional): If True, uses SMA for initial value. Default: True\n",
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" fillna (value, optional): pd.DataFrame.fillna(value)\n",
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" fill_method (value, optional): Type of fill method\n",
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" \n",
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" Returns:\n",
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" pd.Series: New feature generated.\n",
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"\n"
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]
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}
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],
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"source": [
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"help(ta.ema)"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"### Load Daily SPY from [AlphaVantage](http://www.alphavantage.com) and clean it"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 4,
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"metadata": {},
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"outputs": [],
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"source": [
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"def farm(ticker = \"SPY\", timeframe=\"DA\", cols=[\"dividend\", \"split_coefficient\"]):\n",
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" AV = AlphaVantage(api_key=\"YOUR API KEY\", premium=False, clean=True, output_size=\"full\")\n",
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" df = AV.data(symbol=ticker, function=timeframe)\n",
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" df.set_index(pd.DatetimeIndex(df[\"date\"]), inplace=True) if not df.ta.datetime_ordered else None\n",
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" df.drop(cols, axis=1, inplace=True, errors=\"ignore\")\n",
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" df.name = ticker\n",
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" return df\n",
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"\n",
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"def ctitle(indicator_name, ticker=\"SPY\", length=100):\n",
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" return f\"{ticker}: {indicator_name} from {recent_startdate} to {recent_startdate} ({length})\"\n",
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"\n",
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"def ta_ylim(series: pd.Series, percent: float = 0.1):\n",
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" smin, smax = series.min(), series.max()\n",
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" if isinstance(percent, float) and 0 <= float(percent) <= 1:\n",
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" y_min = (1 + percent) * smin if smin < 0 else (1 - percent) * smin\n",
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" y_max = (1 - percent) * smax if smax < 0 else (1 + percent) * smax\n",
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" return (y_min, y_max)\n",
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||
" return (smin, smax)"
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||
]
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||
},
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||
{
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||
"cell_type": "markdown",
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||
"metadata": {},
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"source": [
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||
"### Initialization"
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||
]
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},
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{
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||
"cell_type": "code",
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"execution_count": 5,
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"metadata": {},
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"outputs": [],
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"source": [
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"price_size = (16, 8)\n",
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"ind_size = (16, 3.25)\n",
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"ticker = \"SPY\"\n",
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"# # All Data: 0, Last Four Years: 0.25, Last Two Years: 0.5, This Year: 1, Last Half Year: 2, Last Quarter: 3\n",
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"# yearly_divisor = 1\n",
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"# recent = int(ta.RATE[\"TRADING_DAYS_PER_YEAR\"] / yearly_divisor) if yearly_divisor > 0 else df.shape[0]\n",
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"# print(recent)\n",
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"def recent_bars(df, tf: str = \"1y\"):\n",
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" # All Data: 0, Last Four Years: 0.25, Last Two Years: 0.5, This Year: 1, Last Half Year: 2, Last Quarter: 4\n",
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" 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",
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" yd = yearly_divisor[tf] if tf in yearly_divisor.keys() else 0\n",
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" return int(ta.RATE[\"TRADING_DAYS_PER_YEAR\"] / yd) if yd > 0 else df.shape[0]"
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||
]
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},
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{
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"cell_type": "markdown",
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||
"metadata": {},
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"source": [
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||
"### Get Ticker and take a peek"
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]
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||
},
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||
{
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||
"cell_type": "code",
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||
"execution_count": 6,
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||
"metadata": {},
|
||
"outputs": [
|
||
{
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||
"name": "stdout",
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||
"output_type": "stream",
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||
"text": [
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||
"SPY(5347, 6) from 1999-11-01 00:00:00 to 2021-02-01 00:00:00\n",
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||
" open high low close adj_close \\\n",
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||
"count 5347.000000 5347.000000 5347.000000 5347.000000 5347.000000 \n",
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"mean 166.054461 167.037401 164.970821 166.052617 141.415114 \n",
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||
"std 68.099106 68.334762 67.824025 68.102367 75.697431 \n",
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||
"min 67.949997 70.000000 67.099998 68.110001 53.467932 \n",
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||
"25% 116.954999 117.660000 115.965000 116.785000 87.070202 \n",
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||
"50% 139.300003 140.250000 138.070007 139.300003 106.459629 \n",
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||
"75% 207.274996 208.270000 206.235000 207.459998 186.579689 \n",
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||
"max 385.410000 385.850000 383.540000 384.390000 384.390000 \n",
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||
"\n",
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||
" volume \n",
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||
"count 5.347000e+03 \n",
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||
"mean 1.105516e+08 \n",
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||
"std 9.729009e+07 \n",
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||
"min 1.708170e+05 \n",
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||
"25% 4.802106e+07 \n",
|
||
"50% 8.154266e+07 \n",
|
||
"75% 1.473244e+08 \n",
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||
"max 8.710263e+08 \n"
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||
]
|
||
},
|
||
{
|
||
"data": {
|
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"text/html": [
|
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"<div>\n",
|
||
"<style scoped>\n",
|
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" .dataframe tbody tr th:only-of-type {\n",
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" vertical-align: middle;\n",
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" }\n",
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"\n",
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" .dataframe tbody tr th {\n",
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"\n",
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" .dataframe thead th {\n",
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" text-align: right;\n",
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" }\n",
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"</style>\n",
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"<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",
|
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" <tr>\n",
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" <th>1999-11-01</th>\n",
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||
" <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 2020-02-03 00:00:00 to 2021-02-01 00:00:00\n",
|
||
" open high low close adj_close \\\n",
|
||
"count 5347.000000 5347.000000 5347.000000 5347.000000 5347.000000 \n",
|
||
"mean 166.054461 167.037401 164.970821 166.052617 141.415114 \n",
|
||
"std 68.099106 68.334762 67.824025 68.102367 75.697431 \n",
|
||
"min 67.949997 70.000000 67.099998 68.110001 53.467932 \n",
|
||
"25% 116.954999 117.660000 115.965000 116.785000 87.070202 \n",
|
||
"50% 139.300003 140.250000 138.070007 139.300003 106.459629 \n",
|
||
"75% 207.274996 208.270000 206.235000 207.459998 186.579689 \n",
|
||
"max 385.410000 385.850000 383.540000 384.390000 384.390000 \n",
|
||
"\n",
|
||
" volume \n",
|
||
"count 5.347000e+03 \n",
|
||
"mean 1.105516e+08 \n",
|
||
"std 9.729009e+07 \n",
|
||
"min 1.708170e+05 \n",
|
||
"25% 4.802106e+07 \n",
|
||
"50% 8.154266e+07 \n",
|
||
"75% 1.473244e+08 \n",
|
||
"max 8.710263e+08 \n"
|
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]
|
||
},
|
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{
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" text-align: right;\n",
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"</style>\n",
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"<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>2020-02-03</th>\n",
|
||
" <td>323.35</td>\n",
|
||
" <td>326.16</td>\n",
|
||
" <td>323.22</td>\n",
|
||
" <td>324.12</td>\n",
|
||
" <td>318.066336</td>\n",
|
||
" <td>68931216.0</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2020-02-04</th>\n",
|
||
" <td>328.07</td>\n",
|
||
" <td>330.01</td>\n",
|
||
" <td>327.72</td>\n",
|
||
" <td>329.06</td>\n",
|
||
" <td>322.914071</td>\n",
|
||
" <td>61704740.0</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2020-02-05</th>\n",
|
||
" <td>332.27</td>\n",
|
||
" <td>333.09</td>\n",
|
||
" <td>330.67</td>\n",
|
||
" <td>332.86</td>\n",
|
||
" <td>326.643097</td>\n",
|
||
" <td>64864742.0</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2020-02-06</th>\n",
|
||
" <td>333.91</td>\n",
|
||
" <td>334.19</td>\n",
|
||
" <td>332.80</td>\n",
|
||
" <td>333.98</td>\n",
|
||
" <td>327.742179</td>\n",
|
||
" <td>49982975.0</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2020-02-07</th>\n",
|
||
" <td>332.82</td>\n",
|
||
" <td>333.99</td>\n",
|
||
" <td>331.60</td>\n",
|
||
" <td>332.20</td>\n",
|
||
" <td>325.995424</td>\n",
|
||
" <td>64074382.0</td>\n",
|
||
" </tr>\n",
|
||
" </tbody>\n",
|
||
"</table>\n",
|
||
"</div>"
|
||
],
|
||
"text/plain": [
|
||
" open high low close adj_close volume\n",
|
||
"date \n",
|
||
"2020-02-03 323.35 326.16 323.22 324.12 318.066336 68931216.0\n",
|
||
"2020-02-04 328.07 330.01 327.72 329.06 322.914071 61704740.0\n",
|
||
"2020-02-05 332.27 333.09 330.67 332.86 326.643097 64864742.0\n",
|
||
"2020-02-06 333.91 334.19 332.80 333.98 327.742179 49982975.0\n",
|
||
"2020-02-07 332.82 333.99 331.60 332.20 325.995424 64074382.0"
|
||
]
|
||
},
|
||
"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(5347, 33)\n",
|
||
"[+] Strategy: Common Price and Volume SMAs\n",
|
||
"[i] Indicator arguments: {'append': True}\n",
|
||
"[i] Multiprocessing: 8 of 8 cores.\n",
|
||
"[i] Total indicators: 5\n",
|
||
"[i] Columns added: 5\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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9e0JLS0tlGxcuXECrVq3QuHFjHDp0CPfu3QMAPH78GIcOHULfvn0BALdv3+bfewCgp6eHb775Bpqamti2bVuebk9SNHz4cP72nbS0NPz111/8gNWpqanYuXMnX7Z58+aoUaMGgIzbVBUHP3Z2dkbXrl0RFhaGLVu2IC0tDREREejatSuePn0KQ0PDfMWXV/fv34e1tTV8fHxw/fp1nDlzBgDw6NEjDBw4EDY2NvDx8cGlS5f4mbSyHutXr16hd+/eSExMBADY2tqiT58+0NLSwuHDhxEcHIzk5GT4+PjgwYMHqFatWq5x1atXD3///TcA4MmTJ6hatSrq1q0LNzc31KtXD82bN4eDg0Ou7WhoaGDChAn44YcfEBkZia1bt2LMmDFYunQpgIzzYNKkSdi/f3+O7ezduxfx8fH8cx8fH8hkMv62mujoaBw8eFBwO9fjx49x+vRp/nn37t1Rv359xMfH4+3bt7hy5QqePXuW6z7kRVpaGq5evco/b9CgQZ7qi0QiODo6okGDBqhUqRKMjY2RmpqKR48eYd++fUhPT8e///6L1atX87ez7tu3j7/ea2lpYdiwYahatSrCw8Px6tUrwS1XdnZ28Pf3x6lTpwTHJvM2biDj3CiIR48e8X8bGBjAyckp27KvX7/m/w4NDUVoaCi2bduG3bt3o0uXLrluizEmmFTAzs4Opqam+Yr76NGj6Ny5M+rVq4eAgABcuHABAPDmzRtMnDgRBw4c4MtWqVIFnp6esLa2hrGxMTiOw9u3b7Fnzx5ERUUhOjoa3333HY4ePapyWxEREYiIiECrVq3QtGlTREdHo3LlyggICMD9+/cBZLwXBg0aBAcHB0RHR+P169c53pbfoEEDHDp0CADK7G12hBBSapR0hoqQr1FaWhpr2LBhjv8S5uDgwA4ePKhUN2sPosxBf3/88UdWu3ZtwTo3NzeV2x8xYoTKbf7111953pfcehBdv35dsI2+ffuq3faKFSsEdRW7jycnJzN7e3vBv0pm3qqX9V+C27Rpw98ytmbNGsG69u3b823+8ccfgnV3797l12XtYbNgwQJ+Xdbbr3799Vd+XZ8+ffjlJiYm/PK7d+8K6vj4+Aj2ffDgwYL1//77L79Ocbmurq6gm7/iv5Qqbi83WfdvzJgxzN/fny1YsIB17NhRsE5HR0dwy5HiOrFYrPSv4ozl3DNAsTeWWCwW9HpjLKOHS+YgqTKZTNCjbOzYsYKy//zzj2A7t2/fVvsYpKWlsUuXLrFNmzax5cuXM39/fzZt2jRBe0FBQXz5rP/K3r17d/59FhkZKegRNW3aNL7emDFjBPUUe3qFhoYyqVSa67+IqyKTyVjVqlX5uoqDJO/fv1+wzc2bN/N1KlSowC+3s7MT9DbZuHGjoN7SpUv5dUXdg0gikfCv++fPn5lEIuHXSaVSfqD92NhYwTFTPNaKPTYqVarEYmNj+XXJycmC46XYSy0nsbGxSrfyZn3Ur19f8F5RtX8tWrRgkZGRTEdHh7/mnzlzRnCtVOfWzKZNmwqOp1wuZ3K5nFWpUoVf3qpVK0Gd27dv8+sMDAxYSkqKUruqbgNmLP89iLLWu3jxYq5lVO3v27dv2cGDB9nvv//OlixZwvz9/QU9S1q2bMmXXbZsGb9cVe9YmUzGnj17JlhW0EGqs7N582ZBu4q9MDO1aNGCVapUifn4+LAff/yRfffdd6xOnTqCevr6+kq9A1WZN2+eoF5ePt+zXtu++eYbfp1MJmOenp78Oo7jlHrRxcXFsZMnT7I1a9awpUuXMn9/f9a1a1e+jqampmAgfcVrQnbn4sGDB/n1jo6OSreBM5Zx/VRl+/btgs8YdSbgIIQQoholiAgpIgkJCczX11fwJT7rg+M4pTF21J3FzNzcXGl8g0zx8fFKP3B69+6dr/0oygSRYnJFLBYr/YjJ+gU4c3+zJogUf2ScPHlSsG7Lli38utOnTwvWnT9/nl+X9UeD4qwus2bNEqx79eoVv+6HH34QvJ6Zsiajso5XEhgYKFifOWYSY8KEzIABAwT1Zs6cqXJ7uVF3FjOpVKr0Q0NxfefOnVW2n90Pv8+fPwtmtuvWrVuOcT58+FCtOFUdt5zs3LlTMF5Hdo8dO3bwdbL+iDp16pSgTcVxL4YNG8Yvd3Nz45dXrVpVKRbF23DykiBijLE5c+YIYspMkHXp0oVfZmBgwN/OlPV4Zp3lJy0tTZCY6dmzJ7+uqBNEWa8nircKeXl5CdZljtmT9Vg3aNBA7fdKdgl1VcLDw9mUKVMEybWsDw0NDaVkqar9GzduHL9M8fPg2rVruR7LkJAQwfrvv/+eXzd9+nTBtUDxmpWcnCxItFpYWLDOnTuzKVOmsDVr1uQ441V+E0RZPwtUbSOn/Y2KimJdu3bNdSZMe3t7vs7NmzcFtyI6OTmx3r17s1mzZrEdO3aoHFurKBJES5YsEcQxdOhQlQmOx48fKyUv5HK50j9CrFq1KtttyWQywTiHAPgxfNSV9dqm+FnImPK4gseOHeO3PWvWLKapqZnr+fb+/Xu+vawJIlW3wr19+5Zpa2vzZWxtbVn37t3Z9OnT2ebNm9nLly+z3Z/jx48L2g8PD8/T8SCEEPJF3qYwIoSoTVdXF/PmzcObN28QEhKCrVu3YvTo0TA3N+fLMMb42w1yw3EcDAwMUL9+fcydOxcPHz7Mtju8np4eBg0aJFg2duzY/O9MDqpUqSJ4rtjlPTdRUVH838bGxtDQ0BCsr1SpUrblFVWuXJn/O2sblpaW/N8SifCuWrlcnm1s+WmTMZZtrFn3Rd19s7GxETzX1NRUub2C0NbWhoODA0aPHo3g4GB+NjxVHB0d89R2dHS0IE5bW9scy2d3HLKjzqx4t2/fho+PDz59+pRr2ZSUlGzX5fRaKL6XYmJi+L9VzQSnzuxw2Rk2bJhgVqTNmzfj06dP/Cx0ANCvXz/o6OgAyP19KJFIUKFCBf55Xo8/oPw+zOkYKlI8xwDheaZ4jgHC80zxWOcl3rzMoFihQgUsW7YMYWFhuHv3LtavX4/BgwfDwMCAL5OamopVq1bl2tbUqVP5GSPfvn0LAGjSpIlat2Bt3LhR8Fzx3FT8mzGGTZs28c81NTWxf/9+/pa6Dx8+4OjRo1i+fDlGjx4NJycntG3bFklJSbnGoK6CXo+GDx+Ow4cP59qO4vvLzc0NK1euhJGREYCMW7z27t2LX3/9FQMGDEDlypUxa9asAsWVk7S0NIwYMQLTp0/n35eTJk3Chg0bVM5e5uDgoDR7KMdxmDRpkmCZ4m3biuLj4+Ht7Y1ly5bxdf39/TFv3rwC7UfWa1LW59HR0QCAVatW4ddff1XrHM+uTIUKFVTeCle5cmVs376dv0a9ePECBw8exJIlSzB06FDY2tpi8ODBKj+3sy4rrM9GQggpj2gMIkKKgb29Pezt7TFo0CD4+/vD0dER79+/B5AxhkZO8vtFJ+uX0+ym2i0oCwsL1KxZk/9Ce+fOHdy6dQtubm651jUxMeH/jo6ORmpqquBH4sePH7MtryinKW2zJoXUVdA2s8b68eNH1KpVS/A8p/LZxVFYr2NAQAA8PT3zXE9XVzdP5TPHqMh8H7948SLH8lmPQ69evdCwYcNsy3t4eOQaw969e/kfEBzHYfv27ejSpQv09fXx8OFDweuSE3Vfi8wfqwAQFhamtF7VMnVVq1YNXl5eOHfuHABgx44dsLS0RHp6Ol/mm2++4f9W9T5UlJ6ejoiIiGzLq5L1B27WJEPmVN+5KYzzVjFea2trTJgwIduy+ZlGWyQSwcXFBS4uLhg+fDjevXsHOzs7/sdvbtdvAKhevTq6dOmCw4cP88umTZuWa7309HRs2bJFsKx27drZlt+8eTN8fX3516dZs2YIDQ3F3bt3cefOHTx79gx3797FkSNHIJPJcPr0afj7+2Pu3Lm5xqIOMzMzwfO8JO8SExP5cZ8AwMvLC2vXroWtrS3EYjH69OmDvXv3qqw7btw4DB8+HNevX8fDhw/x7NkzXL58GZcuXYJMJsPChQvRoUMHNG/ePH87lo2oqCj07NmTHx9LIpFg2bJlOb4H1aXq2vLq1St06dKFH/tMR0cH27ZtQ48ePQq8vbCwMMG4WlmvUZnXtF27dvHLLC0tsX//ftStWxeampr4448/BGMeZienz5AePXqga9euuHXrFu7du4dnz57h33//xcmTJ8EYw7Zt29C6dWsMHjxYUE/xvSYWi/M9FhMhhBBKEBFSJLZs2YLPnz9jwIABgh+LQMa/7ComQb6GLzLTpk3DiBEj+OcDBgzAiRMnlHqLpKWlYdOmTejWrRvMzc3RpEkT7NmzBwAgk8mwdetWvp2UlBR+QGYgI9GQ04CfpU2TJk0Ezzdt2oRWrVrxz7P2DMha/muho6MDNzc33Lx5E0DGYKjXrl0TJH0YY3j9+jWsra3h4OCAChUq8EmLqKgoTJkyRSlhkJSUhD179qh13BQTIIaGhujXrx//I1rxB09hcXd35weTf/PmDQICAvjBxJ89e5bjYKvqGD58OJ8gCg8PFwyIXatWLcGxzXo8d+7ciR9++IEfiHvbtm2C5JI6xzPrNe3q1asYN24cAODkyZNKA+kXpaZNm+L69esAMn7UdurUSeV14urVq9kOPp7V//73P5ibm6Nnz558T6xMenp6ggSZutfvb7/9lk8QVatWDd26dcu1zj///KOU0MvJ69evcebMGbRt2xapqal48uQJnJ2d4erqKpgUwdvbG0eOHAEA3LhxQ+32c1O5cmVoaWkhOTkZQMZ7X10xMTGQyWT8886dO6N69eoAgE+fPiEgIEBlvcwBqi0sLNCsWTM0a9YMQMY1xdjYGLGxsQAy9jMzQZQ1MZmYmKj0OufmyZMn6Ny5M58MNTIywp49e9CmTZts6wQFBeHOnTsYMWIEtLW1+eWMMaxYsUJQNmsi8OrVq+jWrRufuMmcyKFu3bp5ijs7W7Zs4Y+PXC7Htm3b+HUcx/H/4KN4LXVzc0OjRo34Otkl8NQVExODqKgoVKtWDQ0aNBD0sKtduzafGLtx44ZSgkjxvWZra6uUxCaEEKI+ShARUgRevHgBPz8/TJkyBU2aNEHdunVhZmaG+Ph4HDt2DC9fvuTLduzYseQCLSTDhg3DsWPHcPDgQQAZX55r1qyJrl27wtnZGXK5HE+fPsXJkycRHh6Otm3bAgCGDBmCBQsW8Ld+jB07FpcvX+a//D558oTfxrRp0yAWi4t/5/Kpdu3aaNu2LT/L1l9//YWIiAg0atQIN2/exLFjx/iyrVq1KrQv+qXRDz/8gO7duwPI6BXRrFkzfhazzB9/rVu3xvLlyyESiTBjxgzMnDkTAHDu3Dm4uLigc+fOMDU1RVRUFO7evYugoCAkJSVhyJAhuW5f8V/GY2Ji0KFDBzRr1gy3bt3iZ74pTCNGjMCaNWv4XlPe3t6CWcxymvFNHT169ICRkRF/K1vmDF6AsPcQkNEDZtq0afwMgM+ePYO7uzu6deuGjx8/CnqoVKhQAcOGDct1+wYGBnB0dORvJ922bRvevXsHbW1ttWeVKywTJ07E6tWrkZSUhOTkZDRs2BC9evWCnZ0d0tLSEBoaiqCgILx58wabNm1CnTp1cm3z3r172LJlC8aMGcPPOGlsbIzIyEgcOHBA0GNK3et3s2bNcPToUaSlpaFatWpq/YBVnHGS4zj07t1bqWcJYwx79+7l32sbNmxA27ZtERcXBxcXF9SoUQONGzeGhYUFDAwM8PTpU34GRUC9HmPq0tDQQKNGjfgeNTdv3uRnm8uNubm54D29YMEChIWFgeM4bNu2TZCYUHTp0iX06dMHjRo1grOzMywsLCCVSnHhwgU+OQQI9zPrbdEDBgyAh4cHxGIxvL29YW9vn2Osz549Q6NGjfjbroCMno537tzhZ97M1KFDB76HYlRUFCZNmoS5c+eiXbt2qFmzJpKSknDixAkEBwfzdczMzNCnTx/++eXLl9GqVSs+8SYWi9G3b1+cPXtWaQbIvn37omrVqjnGr8rGjRvx6dMnuLm5ISAgAEFBQfw6b29v/rYvBwcHPil27NgxjBw5EpUrV8axY8f4fwTIr9DQULi7u6NOnTqoV68eLCwsoKOjg+DgYD45BKh+z2YmiQGgRYsWBYqDEELKveIe9IiQ8kDdAYHr16/P4uLiBHWzDlJdWDGoO9BoVrkNUp0pOTmZTZw4MdcBRgHhANCXL19mpqamOZbv378/P4MZY8qDVCvuW37X5TRwaX7Xffr0SWmGmqwPFxcXpYFUFddnHXw0vwOsFuT9kFM8mXIbbHfx4sWCWb+yPhRntZHL5dnOxJf1oY6oqKhsB4sfNmxYtnFnHchV8X3LmHBA4iFDhgjW/fjjjyq3Z2hoyOrVq8c/z+sg1ZnGjx+v1LZUKlU5+5FMJmODBg3K8TiamJgozTqV3SDVqo5N5sPMzEwwcHROg1RnPWb5XXf06FGmr6+f63tF1YxZqmQdUDe7R8eOHQXXpaxx5nS9zJTdefPhwwfB4OFt27bNto3WrVvz5TQ1NVlkZCQLDw/PNX4dHR1269atXGPKy7Vi4cKFfL3GjRurvb+MZVwjVMVZuXJl1qZNG5Xvqb179+a6nzVq1BB8zoaFhTE9PT2VZffu3ZvrPmb9HFH3Pac4S1d2D1NTU6VZHrM711Q91H2tsrapOHB+1mOfOZsgY4xdunRJMKNg5kMikbCBAwcKlileL3MauD7TjRs3ct0/MzMzQTyMZVzfFCcM2Ldvn1rHgBBCiGrUB5OQIjBlyhQcOHAAkyZNgoeHB2xtbaGrqwupVApzc3N4eXlh1apVuHTpUr7GxSiNNDU1sWLFCjx69AjTp09HgwYNYGpqColEAl1dXTg7O2PChAkICgqCtbU1X8/DwwMPHjzA7NmzUadOHejp6UEikaBSpUro0qULDh48iB07dpSp3kOZzMzMcPXqVaxatQotWrSAiYkJJBIJjI2N0bRpU/z222+4fv16gQYtLitmzJiBW7duYdSoUXBwcICOjg40NTVRuXJldOnSBZ06deLLchyHdevW4cyZM+jXrx9sbGygqakJqVQKCwsLtGzZEvPmzcPdu3fV2raxsTEuXryIPn36wMjICFpaWnB1dcXGjRsLbfyVrH766Sds3bqVH5/DxMQEvXv3xvXr1+Hi4lLg9ocPH660rEuXLkrjwAAZvYi2bt2Kv//+G127duV7Wejq6qJ27dqYOXMm7t+/n6fbHIcOHYrNmzfD2dkZGhoaMDMzw+DBg3Hr1q1ivxW0U6dOePjwIb7//nvUq1cP+vr6EIvFMDQ0RN26dTF69GgcPnw4x8HXFS1evBg7duzAqFGj4O7uDisrK2hra/Pvvw4dOmDr1q04cuRIkV2XtmzZIrj1b9SoUdmWHTlyJP93SkoKtm/fDkNDQ/zxxx8YNGgQXFxcYG5uDolEAh0dHTg4OGDUqFG4desW6tWrV6hxDx06lL+F68qVK3m6zWzGjBlYs2YNnJycIJVKYWZmBh8fH1y7dk1p0PJMjRs3xsKFC9G1a1fY29vDyMiIf+3d3Nzw448/4tq1a4LPWXNzcxw/fhxeXl7F+vnbtm1bHDhwAMOHD0ft2rVRsWJFSCQSpcknGjduXGwxZVq/fj1WrFgBZ2dnaGpqokKFChgyZAiuXbsm6JHUuHFjnDlzBs2aNYOWlhb09fXRsmVLnD9/XnALdX7UqFEDy5YtQ58+feDk5ARTU1OIxWLo6enBxcUFU6dOxe3bt5V6SAUFBfG33lWsWBHe3t4FioMQQso7jjEa6p8Qkr2hQ4fyt6FUq1aNnw2tZcuWhf7jghBCSMlYt24dYmNjER0djV9++YVfntcB7X18fPjx4xYtWoTvvvuusEMlhDd69GisXbsWADBnzhzMnz+/hCMihJCyjRJEhJAcKSaIFC1btgxTpkwp/oAIIYQUOhsbG5WzsuU1QRQaGoqaNWsiLS0NVatWxbNnz3KcsY6Q/AoPD4e1tTWSkpJgamqKZ8+ewdDQsKTDIoSQMo1uMSOEEEIIIYWievXq/HTnb968EcyIRUhh+u233/hB4+fOnUvJIUIIKQTUg4gQQgghhBBCCCGknKMeRIQQQgghhBBCCCHlHCWICCGEEEIIIYQQQso5ShARQgghhBBCCCGElHOUICLkK8JxHP+YN29eSYdDCCF5EhgYKLiOBQYG8uvmzZsnWKfI09OTX56XGbcIIYQQQsgXlCAipJQ6cOAAOnfuDAsLC2hoaEBfXx9WVlZo1KgRRo4ciTVr1pR0iMXi/fv3WLNmDXx8fODq6opKlSpBKpXC2NgYjRs3hr+/PxITE7Ot/+bNG0ycOBH29vbQ1taGgYEB6tevj19//VVlveLenrrS0tLwxx9/oGnTpjA2NoaWlhZsbGwwbNgwPHr0SKm8TCbD4cOHMW3aNDRu3Bg2NjbQ1taGjo4OHBwcMHr0aJX11I1l+fLlGDx4MJydnSGRSPgf5zY2NjnWjYiIwNy5c+Hu7g4jIyNIJBLo6urC3t4eQ4cOxY0bN/IV0/Hjx+Ht7Y1KlSpBQ0MDlSpVgre3N44fP14k9SievMeTU4KnpJw6dQqzZ8+Gp6cn7OzsoKenBy0tLdja2mLgwIG4evVqtnUZY9ixYwfatGmDChUqQFNTE5UrV0bfvn2zrZff7b19+xYLFixAjx49YG1tLTiOQ4cOLfBxePToEYYNGwYbGxtoaWnB2NgYTZs2xR9//IG0tDSl8s+ePcNvv/2Gnj17wtnZGWZmZpBKpahQoQK8vLywdu1apKen5yuWa9euYebMmWjTpg1MTU0F+7p58+Zs6ykmCbN7TJgwIc/xREZGYvbs2XBxcYGenh709PTg4uKC2bNnIyoqqtDrUTwFi4cQQkgBMUJIqTN8+HAGIMeHoaGhUj1/f3/+cenSpeIPvAj4+/vneiwcHR3Zx48fleoGBAQwfX39HOu9ffu2RLenjtjYWNakSZNs25VKpWznzp2COuHh4bnuh1QqZXv37s1zPNHR0dm2aW1tnW29V69eMUtLyxxjEovF7K+//spTPBMnTsyxzYkTJxZqPYonf/H4+voK6qvy+vVrwXXs9evXatVv0aIFv7xFixZqx6Srq5vjPnIcx5YtW6ZULzU1lfXo0SPHuv7+/oW2vYMHD2ZbZ8iQIWrvryo7d+5kUqk02/abNGnCYmNjBXXGjx+f6/WlSZMm7PPnz3mOZ/Lkydm2uWnTpmzrKb4HsnuMHz8+T7Hcu3ePWVhYZNuehYUFu3fvXqHVo3gKFg8hhJCCowQRIaXMyZMnBV+U6taty77//nv266+/shkzZrD27dszPT09lQmir1Fmwsbc3JwNGTKEzZ8/n40fP54ZGhoKjtPgwYMF9cLCwpipqSm/3tLSks2ZM4dNnDiRaWpq8subN2/O5HJ5iW1PHQMHDuTri0QiNmzYMObn58ccHBz45ZqamuzBgwd8ncwEkUQiYW3btmVz5sxhc+bMYfXq1RPsh76+PouJiclTPNHR0UwikTAXFxc2ZMgQVqdOHb69nBJE48aNE2zb29ubLViwgA0ZMoRxHMcvt7W1VTuW9evXC9ps3bo1mz9/PmvdurVg+YYNGwqlHsWT/3jUSRDlt35BEkQcx7FmzZqxmTNnsnnz5jFPT0/BdsRiMXvy5Img3pw5cwRlevbsyebPn8/c3d35ZRzHsdOnTxfK9g4ePMh0dXWZh4cHGz9+PDM2NubLFyRB9ODBA8H1ycHBgfn5+bFvvvmGiUQifvmgQYME9TITRNbW1mzUqFFswYIFbPjw4UxLS0uwL3Pnzs1zTJMnT2ZmZmasbdu2bPTo0YL21E0QjRkzRpBozHycOXNG7TgSExNZjRo1+DaNjIzYjBkz2HfffceMjIz45fb29iwpKanA9SiegsVDCCGkcFCCiJBSZurUqfwXJDs7O5aenq5UJjU1lZ04cUJpueIXaV9fX355QECAYF1AQADbvXs3a9SoEdPR0WEGBgasc+fO7NGjRypjio2NZYsXL2ZNmzZlJiYmTCqVMnNzc+bh4cH8/PyUyr9+/ZpNnz6dubi4MD09PaahocFsbW3ZiBEj2OPHj/N0PHbt2sW2bNnCUlNTBctDQkIEP2xMTU0F63/44QfBD7X79+/z637//XfB8VD80VDc28vNkydPBMmT7777jl/36dMnQY+EgQMH8uuioqLYpEmT2Pv37wXtyeVy1qpVK0E8R44cUTuezDYUv7gPGTKEbyunBFH79u35crVq1RKs69y5M79OT09PrThkMhmzsrLi6zVs2JBPvsnlctawYUNBXDKZrED1GFN9LlE8X+JRJWuMqh6ZSY6c9qcoEkRjxoxhT58+VVo+bNgwwbZWrlzJr4uJiRGcd3369OHXJSUlCY5d06ZNC7w9xhhLTk4WHGdra2ulY5cfPj4+fDu6urrs06dP/LoZM2YIrmmKcf/+++/s0KFDSq/9+fPnBfvh5uaW55gUex29ePFC0J66CSLF901+rVu3TrDtf/75h1937Ngxwbr169cXuF7Wfcj6PqZ4CCGEFAdKEBFSykyaNIn/cmRqaqr0L8k5UfxilVOCqFmzZip/pJmZmbHw8HBBm3fu3GFVq1bN9odd1p5Mx44dy/E2Ky0tLbZ///6CHCKem5sb327WpELNmjX5dc7OzoJ1WW+/GjduXKncHmOMLV68WFD35s2bgvWdOnXi1+nr6+f6Y50xxlauXCloc9++fWrHo4q6CaJp06YJYr148SJLSUlh9+7dE7zHevXqpdZ2r1+/LtiPJUuWCNZnvV3w+vXrBarHWM4JDIpHtdKcIMrOkSNHsj0Ge/bsyfH8yXr7lWLSJT/bU6UwEkQymUxwre7cubNg/Y0bNwQxLV68WK12FXtSZr0W5lV+E0RWVlZMW1ubaWlpserVq7NRo0axkJCQPG27Y8eOfHsGBgaCnp9Zj13Hjh0LXC/rPmR9H1M8hBBCigMNUk1IKVOvXj3+78jISDg4OMDV1RXDhw/HqlWrcOfOnQJv48KFC3B3d8ecOXPQpEkTfnl4eDg2bNjAP//8+TM6duyIN2/e8Mvc3d0xc+ZMfhBRkejLZeTVq1fo3bs34uPjAQC2traYOXMmfH19UadOHQBAcnIyfHx88Pz58wLtQ3JyMl6+fMk/b9iwIf93SkoKHj9+zD+3s7MT1K1QoQIMDAz45+oc0+LeXqbg4GDB86xtKz6Pj49X67gqDk4tEolQv359teMpiJkzZ6JmzZoAMmJt2rQpNDU14eLigjdv3kAsFqNv375Yu3atWu3l5dgAX457futRPPmLx87ODv7+/mjTpo1gub+/P//o169fjm0Ut6wDuCue70XxeuW0vaLy7Nkz/loNFM5+fPjwATExMfzz4tgPVV6/fo2kpCQkJycjNDQUa9euRZ06dXDkyBG121B8nW1tbQUDq4tEItja2vLPFY9NfutRPAWLhxBCSOGQlHQAhBAhHx8frF69GteuXQMAMMZw9+5d3L17ly/j4OCAhQsXolu3bvnaRoMGDXDx4kVIpVKkpaWhSpUq+PTpEwDg+vXrfLnNmzfj3bt3/PNx48Zh1apVgi90z5494/9euXIlP1NXpUqVEBwczCdGZs2ahRo1auDNmzdITk7GihUrsHz58nzFzxjD+PHjERkZCQAQi8Xw9fXl10dHR0Mul/PPFZMzisvi4uIAZMysVZq2pyhzm9m1nfV5REQEqlevnm17Z8+eFSRghg8fDmtra7XjKQhzc3Ncu3YN33zzDfbu3au03snJCf3794exsbFa7eXn2BSkHsWTv3iqVq2K6dOnIyEhAadPn+aXT58+Pcd6JeXevXtYsGAB/7xNmzZo2rQp/7ywj09u2ysqhb0fqampGDZsGGQyGQBAV1cXM2fOLIRI1VepUiW0atUK1apVQ0pKCk6dOsUnJJKSkuDj44Nnz57BzMws17YUj0921/RMiscmv/UonoLFQwghpHBQgoiQUkYikeDs2bPw9/fHhg0b8PbtW6UyISEh6NGjBw4fPowuXbrkeRsjRoyAVCoFAEilUtja2vIJoujoaL5cUFCQoN7PP/+sND214r8yX7hwgf/748ePMDQ0zDaGixcv5jluIKMnz9ChQ7F7924AAMdxWLNmDZo1a5ZtHcaYWstKYntLlixRuXzUqFEqvzxnbUfd/QCAnTt34ptvvuGnn27bti1WrlwpKHPixAncv39fqW7jxo3RuHFjtbelysuXL9G1a1c+2ent7Y369esjJCQEu3btwv3799GtWzf873//w7Rp0/Lcfn6PTV7qeXp6Fkm7X0s8Zd25c+fQq1cvPplbp04d/tzPTkGOT362p67Lly/j8uXLSsudnZ3Rvn17peUF2Y+oqCj07NkTgYGBAABNTU3s27cPNWrU4MvExcVl2zuwMJKFa9asQY0aNQS9WhcuXAgfHx/s3LkTQEbPxT179mD8+PF5aju/nyF5rZd5/CgeQgghJYUSRISUQrq6upg3bx7mzZuHJ0+e4Nq1a7h06RIOHjzIJ3IYY1i6dGm+EkQ2NjaC55qamvzfij1hoqKi+L+NjY1hZGSUY7uK5XMTHh6udtlMHz9+RNeuXfleThoaGti8eTP69+8vKGdsbAyRSMTvS+aPL0WKyypUqFBi25sxY4bKbffq1QsGBgYwNTVVakexh03WbanaF8YY5s2bh59++knQ/vbt2wWvPQDs2rULW7ZsUWrD19e3wAmiwYMH88mhQYMGYevWrfy6atWqYf78+QCAOXPmYMSIESoTZIpUHZucnmcem/zWyw3FU7atXbsW48eP5xOozZo1w+HDh5V6tBXW8VF3e/l16tQp+Pn5KS0fMmQI2rdvX2j78eTJE3Tu3BlPnz4FABgaGuLAgQNo2bKloFxUVFS217vCSBA5ODgoLeM4DpMmTeITRADw8OFDtdozNTXF+/fvAeTtmp7fehRPweIhhBBSOChBREgpZ29vD3t7ewwaNAj+/v5wdHTkv1y9evUqX21m9h7KlLVXUCYTExP+7+joaMTExOSYJFIsb21tjQkTJmRbVl9fX81oM9y5cwddunThx0MyMzPDgQMHVN6KoampCUdHR/6HQGhoqGB9eHi4YOwNV1fXEt9edurUqYMdO3bwz0NDQ+Hu7s4/V7zFT19fH9WqVRPUz9oDCsi43U9Vb7CiFBcXJ+hh1qhRI8F6xedJSUl48uRJrmMjZY5rlSnrcVc8NsCX457fermheMomuVyO6dOnY9myZfyyIUOGYO3atdDQ0FAqr+r41K1bl3+e2/HJ6/aKip2dHfT19flrU35e57Nnz6J37958z9Nq1arhyJEj/FhjpZG61706derwn7UvXryAXC7neyfJ5XK8ePGCL6t4bPJbj+IpWDyEEEIKSZENf00IyZfNmzez33//nUVHRyutS0lJYTY2NvwMH/Xr1xesz1wO5D7NvaLsZipZtWqVoN7EiROVYnr+/Dn/t+IsVVpaWuzhw4cq9/HKlSvs9u3buR6LTH///TfT09MTzIyjuF1VZs+ezZfnOI7du3cv2/06ffp0iW4vJyEhIYJp7qdPn86vCwsLYzo6Ovw6Hx8fQd0PHz6wBg0a8Os1NTXZtm3b1N62utSZxSwyMlJwDAYNGiRY/+OPPwrW379/P9ftpqenC2Y/a9CggWA6dnd3d36dlZUVP8NbfusxlvO5RPHkbMGCBYJYFaczV2d/imIWs7i4OMFMgCKRiC1cuDDHOjExMYLzTnHWvaSkJMGxa9KkSYG3p0phTXM/YMAAvh0dHR0WFhbGr5s+fbrgmpZ1Rs01a9YwiUQiOO4RERH5jkUVdWcxO3/+PFuxYgVLTEwULJfL5ax///6CNtasWaPWtteuXSuod/ToUX7d0aNHBevWrVtX4HqM5fw+pngIIYQUB+pBREgp8+LFC/j5+WHKlClo0qQJ6tatCzMzM8THx+PYsWOCmbQ6duxYpLEMGTIEv/76Kz9Q9cqVK3H9+nV4eXlBJBLh3r17uHz5Mj+Q5MSJE7F69Wp+9piGDRuiV69esLOzQ1paGkJDQxEUFIQ3b95g06ZNSv8Sr8q+ffvQt29f/vYtbW1t9OjRA/v371cqqzhuz6RJk7BmzRpERkaCMYZ27dph+PDhiI2NxZo1a/g6zZo1Q6tWrUpse7mxt7eHj48Ptm/fDgBYunQpoqKiYG1tjR07dvCDgmtqamL27Nl8vZiYGDRo0EAwA13nzp3x8eNHpXGP8jO+kOItITdv3uT/jo6OFqwbO3Ys7OzsYGJiAldXV35Wmm3btiEuLo4fg0jxFhBra2u1eiBkDhY+YsQIABkDrLdp0wZeXl4IDAzEjRs3+LJz587l/5U6v/UonoLFU6VKFcHzAQMGwMPDA2KxGN7e3rC3t1erncLUpEkT3Lt3j3/eokULiMVipXNEcdweQ0NDTJs2jR9Yet++fejduzfq1KmDQ4cO8eccx3GYN29egbcHZPTmWb16Nf9ccay4mzdvCs657MY1U2X27NnYv38/UlJSkJiYiGbNmsHHxwevXr3C5s2b+XI+Pj6C8YSWLl2Kb7/9ln9uYmKCdu3aYdOmTUrbyOvtY6dOncKpU6cAKN+CtHv3bn6MNDs7O4wdOxZAxu1rkyZNwty5c9GuXTvUrFkTSUlJOHHihGDWLDMzM/Tp00etOAYOHAh/f3/+1jkfHx+MHj0aAARjKdWoUQM+Pj4FrkfxFCweQgghhaSkM1SEEKGs/0qe3aN+/fosLi5OUFdxfWH0IGKMseDgYMG/iGd9GBoaCsofPXqU6evr5xp/dv8SnN/jAYC9ePFCUPfcuXOCnkBZHw4ODuzt27cluj11xMTEsMaNG2fbrlQqZTt27BDUyfov7zk9FN8r6lK3bcX32pUrV5iBgUGO5bW1tdmZM2fyFMuECRNybHPChAmFVi+3c6m8x5OTsLCwbM+PvXv35ro/RdGDSN33cdZeOqmpqax79+451vH39y+07WU9Ljk98mrHjh2CnkBZH40bN2axsbGCOoq9Bgs7HnWvwYqv88GDB3Mtb2pqyi5dupSnWO7du8cqVaqUbZuVKlUS9BYtaL3c3sflPR5CCCFFT71/9iOEFJspU6bgwIEDmDRpEjw8PGBrawtdXV1IpVKYm5vDy8sLq1atwqVLl/I8jk9+uLq64t69e1i0aBGaNGkCY2NjSCQSmJqawt3dHVOmTBGU79SpEx4+fIjvv/8e9erVg76+PsRiMQwNDVG3bl2MHj0ahw8fxoABA4o8di8vLzx48ADjx49H9erVoampCT09PdStWxc///wzbt26hcqVK5f67RkaGiIwMBCrVq1C48aNYWhoCA0NDVhZWWHo0KEIDg5WGji7NGrUqBHu37+P6dOno06dOtDX14dIJIKuri5q1aqFiRMn4v79+3nqYQVk9Gw7duwYOnXqBDMzM0gkEpiZmaFTp044duyY0kxtBa1H8eQvHnNzcxw/fhxeXl7Fcu0qSlKpFPv378f27dvRsmVLmJiYQCqVwsLCAr1798bly5cLZeDl4tC/f38EBwdj6NChsLKygoaGBgwNDdG4cWOsWrUKgYGBuQ4YX9Latm2LAwcOYPjw4ahduzYqVqwIiUQCAwMD1K9fH3PnzsXDhw/z3FPS2dkZ9+/fx/fff4+aNWtCR0cHOjo6qFmzJr7//nvcv38fzs7OhVaP4ilYPIQQQgqOY4zmkySEEEIIIYQQQggpz6gHESGEEEIIIYQQQkg5RwkiQgghhBBCCCGEkHKOEkSEEEIIIYQQQggh5RwliAghhBBCCCGEEELKOUoQEUIIIYQQQgghhJRzlCAihBBCCCGEEEIIKecoQUQIIYTkgaenJziOA8dx8PT0LPLtbd68md8ex3F4+fIlv27o0KH8chsbmyKPhRBCCCGEfL0oQUQIIaRMePnypSBRMnTo0JIOiRSS/Ly2WRNnmQ+xWAxDQ0O4urpiypQpgoRafly7dg0zZ85EmzZtYGpqKtjW5s2b1W5n0aJFSrESQgghhJQmkpIOgBBCCCH5069fPzg7OwMADA0NSzia0kEulyMuLg53797F3bt3sWnTJgQFBcHV1TVf7e3cuRO//fZbgWK6d+8e5s6dW6A2CCGEEEKKGiWICCGEkDKqffv2aN++fUmHUSr07dsX9evXR1xcHA4dOoR79+4BAOLi4vDTTz9h//79+W7bzMwMdevWha2tLdasWZOnumlpaRg8eDBSU1PzvX1CCCGEkOJAt5gRQgj5KtjY2AhuUQoNDYWPjw/Mzc2hqakJZ2dnbNmyJdv6x44dQ69evWBtbQ0tLS0YGBjA0dERw4cPx7Nnz3LdftbbpLLefpTbeEE3btxA+/btYWBgAH19fbRq1Qrnz5/PcZs5tVmQ4/Hx40eMGDECFStWhLa2NlxdXbF27Vq8ePEix30s7vGZFLVv3x7Tp0/HTz/9hAsXLkBDQ4Nf9/Dhw3y3+8svv+DTp084efIkvv/++zzX9/PzQ3BwMKRSKbp06ZLvOAghhBBCihr1ICKEEPLVuX37Ntzc3BAXF8cve/DgAT+2zZAhQ/jlaWlpGDBgAPbt2ydoIyUlBSEhIQgJCUGXLl1gZ2dXZPGePn0anTt3FvQyOXfuHAIDA9GhQ4cCt5+X4/H+/Xs0btwYr1694pfdvXsXo0ePhre3d4FjKQ6GhobQ09NDVFQUAKBChQr5bktHRyffda9fv46FCxcCAH788UfIZDIcOXIk3+0RQgghhBQl6kFECCHkq3P37l2IxWJMnToVY8aMgVgs5tdl/mDPNGPGDEFyyMTEBGPGjIGfnx8GDx4MY2PjIo01OTlZcAsSx3Ho378/fvzxR7i6uuLYsWMF3kZejsfEiRMFyaHGjRtj7ty56NChA/7+++8Cx1LU4uLisGLFCj45BAADBgwo9jiSkpIwePBgyGQyNGzYELNnzy72GAghhBBC8oJ6EBFCCPnqcByHs2fPom7dugAALS0tLF++HADw+PFjxMfHQ19fHzExMfjjjz/4elZWVrh58ybMzMz4ZQkJCUhMTCyyWA8fPoyPHz/yz3/88Uf4+fkBAH744QfUrVsXjx49KtA21D0eHz9+xKFDh/h6TZs2RWBgIJ9QGjRoELZv316gWIrKsGHDMGzYMMEyLS0tTJ8+HWPGjCn2eGbNmoWQkBDo6Ohg69atgqQcIYQQQkhpRD2ICCGEfHU8PDz4ZAgAODg4CNZHR0cDAK5cuYK0tDR++bRp0wTJIQDQ09ODubl5kcV648YNwXPF2700NTXRr1+/Am9D3eNx69YtyOVyQSyKiY3hw4fnuJ3AwEAwxsAYQ2BgYIHjLqhOnTph2rRpxT6lfGBgIFasWAEgY3p7e3v7Yt0+IYQQQkh+UIKIEELIVyfrgM2ampqC55lJEMXbkADA1ta20GJgjAmep6SkqCwXExMjeF6xYsUcn+eHuscjaywWFhaC55UqVSpwLEWlb9+++OWXX9C1a1d+2f79+9G2bdtin0FszJgxYIyhdevWGD9+fLFumxBCCCEkvyhBRAgh5KsjlUoFz7PrQWJiYiJ4/uLFi3xvUyQSfqQmJSUJnj99+lRlPSMjI8HzsLCwHJ/nh7rHI2ssnz59EjxXvBWutGnfvj1mzZqFQ4cOYfLkyfzymzdv8rfTFZfM43TmzBmIRCJ+ZrfMWwczZS5/+fJlscZHCCGEEKIKJYgIIYSUWx4eHoLkybJlyxAZGSkok5iYqJQoUSVrcuXq1av83ydPnsStW7dU1nN3dxc8V5x6PjU1Fbt27cp124Wlfv36gkTXzp07BT2hNmzYkGP9kpzmXtGCBQsEM5ctXLhQMIMbIYQQQghRRoNUE0IIKbeMjIwwbtw4/PbbbwCAV69ewdHREb1794aFhQVevXqFI0eOYM2aNejWrVuObRkYGMDR0RGPHz8GAGzbtg3v3r2DtrY2Tp06lW09b29vVKxYke8pNH/+fISGhsLOzg5Hjx4t8ADVeVGxYkV069YNBw4cAACcPn0aLVu2RIsWLXDjxg38888/xRLH0aNHUb9+fZXr1qxZAzc3txzr6+npYcqUKZgzZw6AjDGWVqxYwT/Pi1OnTvGvX9Yk0+7du3H//n0AgJ2dHcaOHQsA6Nq1Kz5//qzU1sOHDwWvZ8+ePQEAurq6eY6LEEIIIaSwUYKIEEJIubZ48WK8e/eOn+o+IiICq1evzldbM2fOFMykde7cOQCAmZkZbG1tcf36daU62tra2Lx5M7p27YrU1FQwxrBjxw4A4HviFOeAzytXrsTNmzfx+vVrABkDLmduv1OnTjh27BhfNuttdYUlMjJSqSdXpvj4eLXamDBhAvz9/REbGwsgo3fYpEmTYGBgkKdYLl++jP/9738q1504cQInTpwAALRo0YJPECn2AlM0b948wW1mme85QgghhJDSgG4xI4QQUq5paGhg7969OHLkCHr27ImqVatCU1MTurq6sLOzw+DBg+Hi4qJWW0OHDsXmzZvh7OwMDQ0NmJmZYfDgwbh16xacnJyyrde+fXsEBQWhbdu20NPTg66uLpo3b47jx48LZjUrDpaWlrh69Sq++eYbmJmZQVNTE7Vq1cKqVaswe/ZsQVljY+NijS0vDA0NMWnSJP55VFQUP7MYIYQQQghRxrGs06wQQgghpNxijCElJQVaWlpK6yZPnswnWTiOw/v370v1zGaEEEIIIUR9dIsZIYQQQngpKSmwsLBAv3794ObmBgsLC0RERODo0aPYv38/X65///6UHCKEEEII+YpQDyJCCCGE8JKTk6GtrZ1jGU9PT/z999/Q19cvpqgIIYQQQkhRox5EhBBCCOFJpVLMmTMH58+fx9OnTxEVFQWO41CxYkXUq1cP/fv3R+/evcFxXEmHmi+tWrXCu3fvci139uxZVK5cuRgiIoQQQggpHagHESGEEELKDRsbG7x69SrXci9evICNjU3RB0QIIYQQUkpQgogQQgghhBBCCCGknKNp7gkhhBBCCCGEEELKOUoQEUIIIYQQQgghhJRzlCAihBBCCCGEEEIIKefK/Cxmcrmc/7uszqhCCCGEEEIIIYSQoqc4DLNIRH1mFJX5BBEAxMfHl3QIhBBCCCGEEEIIKSP09fVLOoRS56tIEAGAVCpFaGgoatSoAbFYXNLhEFImyGQyPH36lM4bQvKIzh1C8ofOHULyh84dQvIuu/OGMYbk5OQSjKz0KvMJoszbyjiOA2MMHMfRrWaEqInOG0Lyh84dQvKHzh1C8ofOHULyLrfzhs4lZXTDHSGEEEIIIYQQQkg5V+Z7EOXL+/d5K29pmfc6ha0kYiiKbVpaFm57QP5ez7Io636WxH6URAzl5fUtDkV9LHNrX1V7ZeEaU1bRuVO+lMR3hPzEIJNB8ukToK8PFPQ2mfL8ni3o65312Klz/abrdflSEp8hpfFzqzR+/86qEGMKCAiAl5dX4V9jSJlBPYgIIYQQQgghhJByTNy3H0S//wFx334lHQopQZQgIoQQQgghhBBCyrCAgIAcn+daJzYWLROTgNjYwg6NlCHl8xYzQgghhBBCCCHkKxEYGJhxexj+6w0kk0H85xrIdu9SKusa5IvI1ARYP01FgjgQd5r7FXO0pLSiHkSEEEIIIYQQQkgZ5RrkizOVouAa5JttGcXeQpGpCRBzIry25BD2/A0uX76Mk5GRSJLJiiNcUopRgogQQgghhBBCCCmjIlMT8NZeC5GpCQAA2e5dOFerpqD3UGBgIBITE/Hq1SuYauhBxuT4/N1BRI3aDk9PT3S8E4wO/95Cqr5+Se0GKQXoFjNCCCGEEEIIIeQr4unpKXielpYGGxsbeHh44M7hwwCAzjVCUKd3HZiZmSE4OBh//fUXxhgZYi1j4DiuBKImJY0SRIQQQgghhBBCyFdCJpMhLS0NI0aMQL169bDGOQx6VeOR2qoa/rX8chuZm5sb/Pwyxh9KT09HZGQktmzZgppVqmDqyJElFT4pQZQgIoQQQgghhBBCvgJv377F4MGDcfHiRQAZPYfgbAMA0BveBCYaeirrSSQSbNu2Dc2aNcP3v/wC+2rV0KlVq+IKm5QSlCAihBBCCCGEEELKuJQbL+E+yB2RkZEYO3YsJk6ciOrVqwMAAmQB/Cxn2TE0NMTBgwfRtHFjDJo0Cce3bUPDevX49ZcvX0bjxo2LdB9IyaJBqgkhhBBCCCGEkEKiOGNYcWDpMsRtvIhY3yOQyWTYu3cvfvvtNz45BEApOcQYQxSisPXuVoz5ZwzcN7ij867O2PZ2G6b4j0SyNAW/b9kiqHP58uVi2Z/SZsOGDWjSpAmsrKxgZWWFtm3b4vTp0/z6sLAwjB49Gg4ODqhcuTJatGiBv//+W9BGdHQ0Ro4cCSsrK1hbW2PixIlISEgo7l3JFfUgIoQQQgghhBBCCoFrkC/0HkchQRyIO8398t1OQEDuPX4A4M2bN0iYdRhJD95By9EC1/8+DxsbG6VyabI0BIcF49KbS7j89jIuv7mMT5qfsOboGkG5U89PZfwxBQjUvIy+AWNRz8QF+9YehZ28Ur73pyyztLSEr68v7OzswBjDzp074ePjg/Pnz8PJyQljx45FbGwsduzYAVNTU+zbtw/Dhg1DQEAAateuDQAYOXIkwsLCcODAAaSlpWHChAmYMmUK1q9fX8J7J0QJIkIIIYQQQgghpIiok+xRLCPu2w8imQziP9dAtmxptnX+OXcO30yfjqSoKPTo0QNbt26FhoYGACA2ORZX313FpTeXcOXtFVx/fx1J6UmC+mImRoOqDdC4SmO4W7ojLCEMNz/cxI3XVxAS+wwfU8Jx8NVxHHx1HHAH7rCHqH2wNepXqA33CnVQv0Jt1DZxgqZYs4BHqHTr0KGD4PmPP/6IjRs34ubNm3BycsL169exZMkSuLm5AQCmT5+OP/74A8HBwahduzZCQkJw9uxZnDt3DnXr1gUALFq0CH369MH8+fNhYWFR7PuUna8mQSSTyQT/z6VwXhvPe53CVhIxFMU2i2If8vN6lkVZ4y6E/cjTeVNEMeR5m4Vdvjwp6mOZW3lV68vCNUblZvJ47pQEOnfKl5L4jpCPGORyueD/hR5DeVHQfc/r53lZ+U74FSv2z52S+AwpjZ9b+fju+2+TufA74wffUXP51ysgIADNmzfPsZ5imbjwCLTQ1ADkLMfX/FN4OBhj2Lt3Lzp37pyxLOETpp+Zjt0Pd4OBCcqbaJmgUeVG8KjiAY8qHjix4QTm+8wXlBlVdxTw/j2SJo7Gbe4jrpun4XqzargRHoy3SR/wODYUj2NDsf3ZAQCAVCSFi7Ej3E1d4VbBBa0smsFSVjHX41QcsjtvGMs4LnFxceA4jl+uqakJTc2ck10ymQyHDh1CYmIi3N3dAQANGjTAwYMH0a5dO34cp5SUFDRt2hQAcOPGDRgaGvLJIQDw9PSESCTCrVu3+NeuNPhqEkTPnz8HAISGhuZaVvLpU57aTo+Pz3OdwlYSMRTFNtPj4wu1PSB/r2dZlHU/C3M/1DlvijoGdbeZm7L6+haHoj6WubWvqr2ycI3JibrnTkmgc6d8KYnvCAWJ4cWLF0USQ3lR0Nc767FT5/pd1q/XX4vi+twpic+Q0vi5pe533zt37sDV1ZV/npqaipCQkGyfK5ZPTEyE9465wK23WO6+DdrvEhEdHQ0jiQSeRkZwXr4crRo3hpmpKV6+fYs/tm1DR09PeHp4oHHdujhw4ACMjY0REhKC8x/OY37wfESkRAAAqupWhauJK+qa1kUdkzqw1beFiPtvGOLPgDxVLohLcb9rRH5GU5EBmkYwPO0/FagCbD6wFZWbVsPOm39DaiXGg8SniEmPw7+R9/Bv5D3gCbDE/ge0lunk74AXkaznDcdxsLa2hrOzs2AcoJkzZ+L7779X2caDBw/Qrl07JCcnQ1dXF9u2bYOjoyMAYNOmTfjmm29QrVo1SCQSaGtrY9u2bahWrRqAjDGKzMzMBO1JJBIYGxsjLCysMHe1wL6aBFG1atXw7NkzVK9eHWKxOOfC+vp5a9zSMu91CltJxFAU27S0LNz2gPy9nmVR1v0shP2QyWQIDQ1V77wpohjyvM3clNXXtzgU9bHMrX1V7ZWFa4wKeT53SgKdO+VLSXxHyEcMcrkcL168gK2tLUSiAs6VUp7fswV9vbMeO3Wu32X0ev21KPbPnZL4DCmNn1tqfvfdtWsX+vTpwz/X0NCAg4NDts937doFb29vrF+/HosXL0ZEeDgAgNPVQB2Xeqjx8iWeJCbh74gIHFq5Em6urmjUoAEkmpr4JyAA9WrXhp2dHQDAztISMckxmHF2Brbf3w4AcDR1xNqOa+Fu6Z7j7mWNS3G/JWIxIOYAGeO3ZSw2hPwJcH15MEb074/T83fjVcJb3Ii8g1uRd3Er4h4612oLa3sVbZaA7M4bxhhSU1Nx//59pR5E2alRowaCgoIQFxeHw4cPY9y4cTh69CgcHR3x888/IzY2FocOHYKJiQn++ecfDBs2DP/88w9q1apVpPtY2L6aBFHmCy4Wi3O/aOb1oioW571OYSuJGIpim0WxD/l5PcuirHEX4n6odd4UcQxqb7Owy5cnRX0s83PtLQvXmBw3p+a5UxLo3ClfSuI7QgFiEIlEBT93yvN7trCPnTrX7zJ+vf5aFNvnTkl8hpTGzy01zhXXIF/oWUTj8KWf+EGpOY4TvE6Kz8V9+6GVTIaULt7wu3oFhhUrQn+8J7QbVwcz0kJQm6UQt+8AiMSISUnGuYE+aOHhAbFYDFsrK3wMDoaJkRE/5fypV2cx+thovIt/Bw4cpjacinkt5kFLopXr7mWNU7CfHABwAMf4MhzHYezgwTh29izW79yJei4uGDFgAOyMbNDPtiMgiwNQCn47Z5H1vMm8xczAwECQIMqJhoYG3yOoTp06uH37Nv78809MnjwZ69atw+XLl+Hk5AQAcHFxwZUrV7B+/XosW7YMFStWRPh/ScBM6enpiI6ORsWKpeN2vExfTYKIEEIIIYQQQkjZlpn4KCsiUxMQY68FWarqKctdg3yhVykKBwPnYs4nZyS8eAE7KyuYaWjgeOMmqH3kbzS6sRB6D6KQUPG/HkuGhjgnk6Glvh66tmvHt8VxHEyMjND66hJoPg3HvbAF+Bj7EABQ3bg6NnTZAI8qHmrH7unp+eUJY0B6ApAWDXx+CljGAloyQJoG0fsNQHosWtsEQfP5exz7Tow7dzWgI5qNqBO+MNUTQcKlAABklQZDbl26ZuYqCnK5HKmpqUhMTAQApV6xYrGYT0S5u7sjNjYWwcHBqFOnDgAgKCgIcrmcH9i6tKAEESGEEEIIIYSQUqGsJYhyk5lASk+Og6+vL1JSUjCgbRu0WLAADf8rc6e5H3zP+sJvbEYPJNnuXZAHBEDm5QW8fy9oT87kiEp4iWcsAEmxnwEAE+pPwAKvBdCR5m3sHy8vLyDhGURPfoPo1XZw6QpJrm4KBV9kDGTtbgEg/C60ADSslrkyTdAmlx6bpxjKAj8/P7Ru3RpVq1ZFfHw89u3bh4sXL2L//v2wt7dHtWrVMHXqVMyfPx8mJiY4duwYAgICsGvXLgCAg4MDWrVqhcmTJ2Pp0qVIS0vDd999hx49epSqGcwAShARQgghhBBCCCGFjjEGnZfxSLTRRwUdQ2z66y9YWVlh5cqVSmUFvXkAfsr7TK8T3mFr6D5sDd2LlwlvAQA2elWwrusmtLBukffgov+F+PEScG8PgEP+ZpZkIi3IOD1Exsvw4kMsHOzrwkC3Zr7aKs0iIiIwduxYhIWFwcDAALVq1cL+/fv512jPnj3w8/ND//798fnzZ9ja2uKPP/5A27Zt+TbWrVuHGTNmoFu3buA4Dt7e3li4cGFJ7VK2KEFECCGEEEIIIYQUskWLFuHl3M3YuXMnevbsmWPZrAkhAEhJT8HhF0ew5ekenHl/kZ+23kCqD5e4avjb5y/oW9urHxBj4MLOQBTyP4g+nROuEuuCmTYENIyANA1wJy6ApUqBZDHkIydh4uOj+MxpIYZJsL/hbEBiAIgyBnU2AaCZmIg7wcFoXOXr6f2VSVVCT5GdnR22bt2aYxljY2OsX1/6b72jBBEhhBBCCCGEEKKmgIAAlQmdTJ6enti4cSPmzp2L2rVro3Xr1nlqPzgsGFvubMHOBzsRlRT1pd1KHhhSow+6W7fHH8t/h75UT70G5eng3u6DOOR/4GLuCFYxTXPIa0yA3G40oGGcsfD9e4ivDAREIkAuBzPrikuPgyGGCDLIAQ0zpU3o6uh8dbcHlkeUICKEEEIIIYQQQtQUGBiYY4IoISEB48aNg62tLY4cOQJDQ0PB+qy3kwFAdFI0dj3Yhc13N+P2x9v88io6FhjyRAfOYRbok6YP2Z/dAUC9REz6Z4heboEoZDm4xJeCVUyvOuT2UyG3GQSIc5/xzFiqC90nMfhsb8Qvo4TQ14cSRIQQQgghhBBCSD6YauhlzEBWywQAcOnSJfj4+MDU1BRHjx5VOQhxZnJJzuQIeBmAzXc241DIIaTIMmYCk4qk8Lb3xlDXoWitWRMag4b815snnm8jx8RMSgREoX9AFLoaXGqkYJXcuD7kjtPBKncFOPWnoz/TaDqWXFyC6YOn88sUE0Stry6BrnkMTlxdgjM9lqrdLildKEFECCGEEEIIIYTkw53mfgiQBcCruRfu37+P7t27QyKR4MiRI6hRo4bKOq9iX2Hr3a3YencrXsW+4pc7mzljmOsw9Hfujwo6FTIWvn8P6OvjolyGpqJcEjqfX2TMSPZiEzhZkmCVvFJ7yB2+BTNrDnBcvvZVMSklHjMWTeQyiMeMhezP1YhO+4y4apqQpX3OV9ukdKAEESGEEEIIIYQQAkDctx8QGwsYGkK2TL2eMF5eXnj16hU6d+6Mz58/4/Dhw6hXr56gTHJ6Mg6HHMaWu1tw9sVZfsBpQ01D9KvVD0Ndh6JepXrgVCRvZH+uxqUlS+AxfbrSOjA5uKjrED39HdzbfeCY7MsqTgxWtS9kDtMAo9p5OAqqCXotxcej6X9jFJGvByWICCGEEEIIIYQQICM5JBJn/F9NERER6NSpE96/f49t27YJBqV+GfMSy68tx84HOxGdHM0v97L2whDXIeju0B3aUu28xShLBhd7GaKo0+BuBYBL/ihYzcS6kFcbDnmNiYCudd7aJuUaJYgIIYQQQgghhJRbuc1Klptly5bhyZMnWLp0Kfr27QsAYIxhQ/AGzDgzA5//u+2qqkFVDHIZhCGuQ2BrZJunbWhLksCF7c1ICsVcACdPUirDNM0grz4e8upjAA2TfO8PAPVvayNfFUoQEUIIIYQQQgj5KuWU/HEN8kVkagKsn6YiQRyIO8398rWNefPmwc3NDT169AAAvI9/jzH/jMGJZycAAE2qNMGsprPQyqYVxHlJuCQ8g+jddnBRpzCp/k2IQplSESbWBqvYCvLK3cCq9gbEeeyNlI0cb2sjXy1KEBFCCCGEEEII+eqI+/aDSCaD+M81kO3epbQ+MjUBYk6Et/ZakKUmqNWma5Av9CpF4eD5ufgpuh66du0KqVSKHj16gDGGXQ93YcrJKYhOjoamWBPzPedjUoNJEHGi3BtnDIgJhujdYYjeHQYX9+DLOoWhiZi0AphxK8hNWoM59QYkOmrFXpSMpbrQfRKDz/ZGJR0KKQBKEBFCCCGEEEII+frExqKlSAzIvwzcXNDbySJTExBjr4X4fZfRZ81CrFq1CqNGjUL453BMPDkRBx4fAADUq1QPG7tsRE2zmjk3KE8HF3ER3Lu/IXr/N7jE1yqLMW07yE3agJm0AdOv82WK+lKQHAKAM42mY8nFJZg+mHoclWWUICKEEEIIIYQQUi4EBgYWKEGUSauNE0bp1sfAgQNx5MkRjP1nLD4lfoJEJMHsJrMxs/FMSMVS1ZXTE8GFnc7oJfThH3CpUSqLyU0agul7QW7SBtCxK3DMhOSGEkSEEEIIIYQQQopU5ng/php6+R7rRx059RAS9+2HljIZxH37QbZ7F+SxSeC0NCDSyiaR85/Lly+jcePGkMlkSHseDrFdRYh0NDBr3ixMOjMJW+9uBQDUrFATm7w3oW6lusqNpESC+3AsIykUdgacTMUg05wUrGJLMEtvyC07A9oWwPv3eT8IhOQTJYgIIYQQQgghhBQ566epSKhVdO27BvlC73GUWgNOnz9/HpGDN0F3RFM4OToioZYJ2rZtC+vHIXA3NISbvh5qJSdDS0sLJ0+fRuCtW9iwZw+i37yBwXgviJoaot76engT9wYcOExtNBXzms+DlkTry0Y+v8q4bezd3+DCL4CDXCkOJtEHs2gPuaU3mEV7QGpYyEcl/xo3bqxeweRkcE+eoPbDh+CCg8EsLYs2MFJkKEFECCGEEEIIIaRI3WnuB9+zvvAbW3S9h5QYGuKcTIaWYjESExOxu307aGhoQObjA/fERLRv3RbjO43HpUuXMLX/VNR//hcCP37Alo8fAAASZ2fYV6uGx6GhkMvlsLS0hM5AN6TVCENSSABiAFQzqoYNXTagSdUmGbeORV4FF3YGond/g4sJVhkW06wIeeUuYJbeYOZegFiz2A5JXqhMEIWHg3v0CHj7FlziZyDhMyS1aoGTydAJgMzODqxjx2KPlRQOShARQgghhBBCCCnwAM65tefp6cn/Le7bD4iNzXhiaAjZsqUF3t6d5n4IkAXAq3nGNmW7d2HvhAk4qq2NLTY2iImJwdSpU+Hj4wMdHR0cPnwYACCVSmFkZITQ0FBEtmyFWwkJuBkbgxt2djh95wr06htBu6U5GtR2xOHnJ8FikqDNAfNqd8UEOw9ofdgI7uEEIP4xOCZTGRvTqw55ZW+wyt3ATBoA6sxqVpLS04EXL8A9fJjxePQo4/8RETlW4x4+LKYASVGgBBEhhBBCCCGElDOKyZvMZI1ITy9jSvhCSNYAygNCC5JPsbGASPzl70KSuY0HDx5g3rx5fBLIyckJfn5+aN+jPY6HHsf199dx/d11PI58DFsjWxw/cxx1LeqijlEq0iwZPuvLEeMWi7RmyRDjM2ppRqFK2GNsNAXctESoqSGHOPEwcO9wtrHIjd3AKneFvLI3oO8EcFy2ZUuUTAbu+nVwt2+Du3sXuHkTXEgIuJSUXKsyjgOcnMCcnHAuLAyeU6cWQ8CkqFCCiBBCCCGEEELKEcWxeqa9qAbp48fQEEugERGBYwAkFy5AW0sL9WvXhqZm/m5/cg3yhV6lKBwK8i3SQamzev78OebPn48dO3aAMYbOXTqj9dDW+Kj/ERufbcTkDZOV6ryJe4Og10EAAB13oI4m4KYJjORe4c+qgJMGIBbkdlSMJcSJAYNaYMb1wEzcIbdoD+hULaK9LASMAcHBEO3cCdHu3eA+fMi9irExmJMTWM2a4M6fB/T1AU0tyHbuAABIL18Gc3Mr6shJEaIEESGEEEIIIYR8RXKaMezFixcIe/4GMfamSE+Jx8iRI5UbGDQIAFDV0hKzJ07E4F69IJUqz/SVObtXdpicIfHeG0w7NA1Vq1bF1P96l0yePBkP/72FM27uEHEcXiUl4UFgIKyqVEFqWlq+9vn9+/f49ddfsWHDBqRL0+HczxmWnpa4EnMFR+8dFZS1N7FHg8oN0KSSK9x1pEgNvwJRzG2YpbyBNZeUJRmkLJ2JECqtAPsqHf9LCLmBGboAYq2cK5YGL15AtGsXRDt3gnv8WGURxnGAjQ1YzZp8Qog5OQGVKvG9oMRv3+GiXIammb3AkIdBrUmpRQkiQgghhBBCCPmKRKYmQMyJEJmawC8LCAhAw4YN0apVK8Skx8F8zSBAwuHIkSNIn/0DUgGkMoZUWTpSBg3C+7Aw/LltG8bOmgX/1avxx6+/omWTJoLtKCaIMpNSJhJd/KnRHq0OxWPz5h1ISEjAKgBt2rThE0RxcXGITEuD6L9kw9HICEwaOpRvd9XevbCqXDnjYWnJ/21dpQpiIiLgpTCWEQAwxrAzYCfWPFwD/fH6+Gz8GfdxH/c/3AcAGGkZoYutF/paOqCprjb0E5+Ai74FvPwLHNiXhlQMC5TGODyDMR7CFF3dJoEZ18NPKw7hx3k/Q/VoQ6VQZCRE+/aB27kTosuXlVYzqRSsXbuMh6srmKkpoKubY5OyP1fj0pIl8Jg+vaiiJiWAEkSEEEIIIYQQ8hVb/TIApy8dxGNbYN68eZj2Yj84DQk4Jke7du0gXrb8y3hAchlkAwYAAKaOHIlVmzdj+bp1MDbMmH6dMQbGGESiL9kUuVyOj8FPkXIhFBEXn8IzciEAoKJNRXSY0AEmLiZ4w97AZY0LJCIJpE2l0LHUgCu7CbN0htRaIjj7OCA1KQ2fwsLBiTmEJDzDvwn3gA8A3gKQAZADDRxroavpIyQ/1MDCdavANTCBnH1Cemo80AqIRzx0OaBnRVv0rGSDBlpimKe+BRd/CNxrhWSQCoyTAOHaQKQBWIQe5GMXwyN4H2ScBmRMji52owEATVsk5NhOqZCYCO7o0YyeQidPgktPVyoib9oUrH9/yHv2BExMvqx4/74YAyWlCSWICCGEEEIIIeQrVvluPKrFaGCsjRdgA8w+c0etevp6epg1YQImDx8OHW1tAMDBEyfw82+/YaupKZro6mJTp86YHxuD6I9vgUoAV08LTg2dEG8Qj7eJb7EXe4GnKhrP2kGFRQJaAKxzjuk6HuD6rQcZT1wBvdRo1NUEPEylaG9ihjpSGYzSPoHDC+DzC+Cz6nYYJwUMa4EZu2XcJmZcD8zQGeIBQ3BOJkNLsRhM3xWpOARxlrqFOdNboZLJwAUEZCSFDh4El6CcyGJOTpAPGAB5v36AdS4Hm5Q7lCAihBBCCCGEkDIuuynqV65ciW+//RY1atTAkiVL8tV2ZnIIAN5//IgPEZ8QayFBqFE4dlT4iE+myYAJAA5gSMYjPAISM8pXN6kOdwt3uFu6o5ZZLQBAmjwNqbJUbN+xHd17dUeaPA1pkeFIk6fhxJmTaObZHKnyVMgOH0RqWgrStCRIae0F8flT0NBNRm2DNFjZGcEs7QNqiFIh4gAgDcD7jP9lkZEMcv6SCPovGQSx8gDcst27cM7XFy38/ID372Es1UV02mcYS3O+5arEMAbcvv1lsOmPH5WLVK4Med++GUkhV9dCm02Nxhz6+lCCiBBCCCGEEEJKuTt37sDBwSHb9VmnlGdyhoRNl/DtvpVwcHDAnDlz+HWmGnr8INY5uXz5Mjw8PPA28QNuhN/BjYhg3LS4g+QpyfBMv69UXiTVgUS3ImbXHgJ3S3e4WbjBRNtERcsZbshvoG+tvhlP3r9H66tLoGtgjWMJsTjjPgHizSeBigycWRwgCQI83n7JbchjodS1BxnJIGbkIkgGwaCWymSQOs40KqVj7Lx+DdHhwxAdPQouJERpNTMwAOvRA/IBA8CaNQPEKg5WAVGC6OtDCSJCCCGEEEIIKeXu3LmDPn36qFXWRKSNl4sPI/lcCBo1aoSDBw/C1NT0S1s5TDsfI07DtfcXcCP8Dnbd24/oNwn4mBSuVE43XYT68fpwj9WD29Ql+PHNBRiFpuOzsylmN52d9x1MjUDLtH/hUi0CTukRkFz7E1xPhXFzksKBLB1fmEgDcSIb6Fm1+JIMMqwFiDTyvv0ygrt8GaLlyyG6fl1pHdPQAGvfPiMp1LEjoFUGZlUjpQoliAghhBBCCCGkDMlpGvvnz5+jwoLLeHwxBJ06dcJff/0FHR0dle2kpKfgTtgd3LKLwHVJGM4bxuOt1mfgVFBGAU0ASYCYE8PF2BHuFVzhblYH9Su4wnnCTxCLxIBcDplTT/R06gnfS77wG5d98ikrrxbNwH34B6IXm8C9PwZfkUJCKMt40oyTguk4gum5ZDxsWwKGtaAj0oBc7S2WXVxwMERLlkB08aLSOnmzZhlJoR49AGPjEoiOfC0oQUQIIYQQQgghZUjWaexXvwzAXUkUBvw8DceXbMLnz58xYcIELF68GBKJ8k++/Y/2439X/4c7YXeQJk8DKgvX2+lbI47TgGm8ATSr2uB88wXQkWhnTGtfI+O2InHW7jx5kRAK0YvNaP15O7iLyjNmyRgHka49mF5tnLr6Ca27TQPTdQRECreJGVvmf/tlyePHEP/vfxCdPi1YzKpVg7x3b8hHjgSsrEooOPK1oQQRIYQQQgghhJRidS/6QadqPOpe9MPdFj8pre8iqYFl207i5cuXsLa2xoEDB1QOWJ0qS8XMszPx+83f+WVmOmZwt3RHfYv60AjXwPD2w2EakwK3C34Qm4sgY3LoSLQzxgcKjcFn0eX8jcuTngju3QGIXmyGKDxIaTWTmmNDakVcghUeMmNcrLsAAKAdfhlM3zXv2yvrnj2D+KefwO3aBY596U7FrKwgmzoVzNs7Y1why3KSKCPFghJEhBBCCCGEEFKGiUQifPz4ESNGjMCiRYugr6+vVOZN3Bv0P9Af199njF0z3WM6RtUdBWtDa3BZZ7WKUe7VE532GXHVNCFLy2beeACenp7CBYyBi/4X3ItNEL3eBS49TriaE4NZdITcdhgYq40VF3+GmBNBpnDTWLkbCPndO4h++QWiTZvApX+55Y5VrAj5xImQ9+kDaHy9YyyRkkUJIkIIIYQQQggpxW439cUPx3/Az2N8+WWy8HikPA0DWgOWlpbYsmULunfvrrL+6eenMfjwYEQmRcJIywibumxCpxqdctymsVQXuk9i8NneSO04vby8AFkKuOhb4MKDIHqzF1zsPaVyTK8G5LbDILcZCGhVylj4XjkpVa5EREDk7w/R6tXgkpP5xczYGPJx4yAfNIgGnSZFjhJEhBBCCCGEEFLKubp+uc3KRKqL17N3Iik8Bp9Gf4K5ubnK5JCcyfHzxZ+x4MICMDDUrVQXu3rsgq2Rba7bO9NoOpZcXILpgzNuJ8s2YSSRgQs7Ay78AriIS+Air4OTJyu1x8Q6YFV7Z/QWMvUAsvZaymkbxUypJ1RRiovLmJVs+XJwCQn8YqavD/mUKRk9hlT0CCOkKFCCiBBCCCGEEFJmBAQEqBxf52vn6uqKhIQEGBoa4m6LnzDc6x169eoFc3NzleUjEiMw9O+hOPX8FABgRJ0RWNp2KbQk6vdCUby9i08YDZwELuYSuBbvgArhgNlnSII6ZtuG3KRhRlKoam9AmnOiI2tSqqQUy/srKQmi1ashWrwYXFQUv5hpaWX0GJo+HahQgXpWkWJFCSJCCCGEEEJImSDu2w8imQziP9dAtntXSYdTaHJLejHGcOTIESxbtgz79u1D06ZNMXDgwGzrXHt3DQMODsCbuDfQlmhjVYdVGOQyKM9x8QmilHcQRQeip8MxSK5tAif/DNTKJlZdW7AKTSA3awZm1hzQs8vzdr9qqakQbd4M0S+/gFNI/jCJBPJvvoF81iygcuUcGiCk6FCCiBBCCCGEEFI2xMaipUgMyGUlHUme5JQA4vbuw9NjR9H6zzWQ9+oF1ruXYP2HDx8wbtw4HDt2DJUqVULyf+PTqGovKS0Jfhf8sPzacsiZHNVNqmNXj12obV47bwGzdHCx18FFB0AUHQgu6SkAwN4EUBg/OqOojj3klTzBzJqCVWgK6FTJ27bKC5kM3M6dEC9YAO75c34x4ziw/v0h+/FHwI6SaaRkUYKIEEIIIYQQQgBERkZi3bp1iImJQUpKClJSUiCTydCsWTN069YNenp6eW7TNcgXeo+jkCAOxJ3mfhD37QfExgKGhpDt3gXWuxfe3b8HmZ+foN65c+cQFhaGKVOmIDo6Gh07dsS6detgZmamcjsXX1/EqH9GITQqFADQt2ZfrGq/CoZahuoHG/sAolfbIHq+HVzaJ5VFmNQUzKgF5MYtwIyaAVITmmo9J4yBO3wYYl9fcI8eCVbJu3aFzNcXcHYuoeAIEaIEESGEEEIIIaTcyuzdExUVhWbNmiE0NFSpzKZNmzBhwgR069YNAwYMQKtWrSAWi9VqPzI1ATH2WpClfhmA+JyeHlpmU17ctx8+hYdjwbNQXPzwAebm5ti1axccHR1hYmKiVD4+JR5zAudg9a3VAAALPQusar8KXey7qBUfUiIherMb3MttEEXfUlrNIALTrwNm7Alm5Amm5wxwIvXaLs8YA3f2LERz50J086Zglbx1a8j9/MDc3UsoOEJUowQRIYQQQgghpFxS7N0T3GweWrVqhXHjxqFz587Q1NSEhoYGUlNTcfjwYfz111/YsWMHduzYgUWLFmHq1Kn52qZs9y6c8/VFC4UeQ56enmCMITg4GLtu3sSWjx8QlZaGPubmWB4cDGNjY4SEhCi1dfr5aYz9Zyxex70GAAxzHYZFrRbBSMso5yDkaeA+noDo5TZw74+BY2mC1YyTgBm3hLxCJzCj5oDUOF/7Wl5xly9nJIaCggTL5Y0aQf7TT2DFOUsaIXlACSJCCCGEEEJIuRSZmoCwpHCIE8XgOA4rV65EQEAAbGxsBOXGjBmDMWPGIDQ0FHv27MHYsWMBZAwezamYrj0vGGPw8vJCZGQkmjRpgvT0dNhpa2Ocqyv8qlpBVqECZDLhmEvRSdGYcXYGtt7dCgCwMbTB6o6r0cq2Vc4biwmG6OV2iF7vBJcSrhyLUV3IbQZDrtEi49axEqA4c1qZc/s2xPPmQXT8uGAxc3GB7KefwDp2BAr4fiGkKFHfQEIIIYQQQki5lHwpFFHfH8DnLVf4ZYGBgUrlAgICAADVq1fH7NmzoaWVMVX8lClTMGPGDKSlpSnVyYmnpydev36NFi1aYMmSJQAAU1NTLFu2DBcuXMDDmBjI2rThZ2pjjOFVwiusu70O/Q70g8NqB2y9uxUcOIyvPx7/jvw3++QQk4F7vhGSU/UhPd0A4qcrBMkhplkRMvupSGt7C+ltrkFeY3yJJYeAMpogCgmBeMAASBs2FCSHWPXqSN++Hek3boB16kTJoTJqw4YNaNKkCaysrGBlZYW2bdvi9OnTgjLXr1+Ht7c3KleuDCsrK3Ts2BFJSUn8+ujoaIwcORJWVlawtrbGxIkTkZCQkHVTJY56EBFCCCGEEELKpUrujtDvFAGt7vVzLBcYGKg0a1hycjLu3LkDqVQKkSj3f3dnyWnYtWsXnJ2d4eXlhdTUVLx79w5xcXF8mdGjR/N/JyABOx/sxLkX53Du5Tm8iXsjaM/exB5rO61F46rZJ1S4yKsQ/zsZXMxtYSwiDTDLLpDbDAar2AYQ0c/CfHn1KmNWsm3bwMm/TO/GqlaFbM4csEGDAAkd27LO0tISvr6+sLOzA2MMO3fuhI+PD86fPw8nJydcv34dvXr1wtSpU7Fo0SJIJBLcv39fcF0YOXIkwsLCcODAAaSlpWHChAmYMmUK1q9fX4J7pozerYQQQgghhJBy6X7HRfC95gu/PhnjAbkG+UKvUhQ2nPkWphp6/KxjLWUyiPv243v0AICWlhbOnDmDuLg4iMViMMZw5coVQQ+Y9PR0pNx6hdTAJ0i+/AyDk/7E6NGjsXLlSmhoaCAkJIQf7DouJQ5Br4MQ8DIAZ1+cxUPNh8DhL7FKOAk8qnigpW1LtLRpCXdLd0iyS+wkf4L43g8QvdwiWCw3aQBmMwjyqr0BjZLrJVTmffwI0cKFEK1bB06h9xgzN4f8++8hHzkS0NQswQBJYerQoYPg+Y8//oiNGzfi5s2bcHJywg8//IDRo0cLxiWrUaMG/3dISAjOnj2Lc+fOoW7dugCARYsWoU+fPpg/fz4sLCyKZ0fU8NUkiDLvy816f242hfPaeN7rFLaSiKEotlkU+5Cf17Msyhp3IexHns6bIoohz9ss7PLlSVEfy9zKq1pfFq4xKjeTx3OnJNC5U76UxHeEfMQg/+9f2OUK/9JeqDGUFwXd97x+npei74RiBgAMYAW7BjPGsGLFCvTv3x+MMb6tyNQERNtrQfTf3zKZDOKYWLQUiwCZXGmbHMfB0NAQMpkMGzduxPjx4zFq1Cj0798f+/btw759+xAbFgYA0HK0wM8jp6Nnz558O2myNGy9uxWb7m7Cjfc3IGMK7TOgbqW68LT2RIuqLVAxpSJcHF2+zJ6m6hjI0yF+sRaShz+BS4v9stjQBWmuS8EqNP1SNqfjVxKfIaXxc0txG4yBu3UL4l27IF67FpzC7UPMyAjp06ZBNnYsoKdXuPHl5/tVUW+zqOsXkuy+rzHGAABxcXGCMcQ0NTWhmUtiTyaT4dChQ0hMTIS7uzvCw8Nx8+ZN9O7dG23btsXLly9Ro0YNzJkzBx4eHgCAGzduwNDQkE8OARm3mYpEIty6dQudO3culP0tDF9Nguj58+cAoHJayqwknz7lqe30+Pg81ylsJRFDUWwzPT6+UNsD8vd6lkVZ97Mw90Od86aoY1B3m7kpq69vcSjqY5lb+6raKwvXmJyoe+6UBDp3ypeS+I5QkBhevHhRJDGUFwV9vbMeO3Wu36Xleu0kkwFMDsiZylm91BUUFITvv/8eDx8+RIUKFfi29JgURiHxeGkngZFYGyEhIWpv097eHu7u7li7di3Wrl0LALCyssKYMWOQkpKCyZMnAwBiYmIQHhWOo6+PYv2T9XiX+I5vo6puVTQya4QGZg3w/NxzjPb475YzGQBJzp87up9vo/KHXyFNecIvk4n08NF8PCJMegOREiBSvWNWEp8hpfFzS/LxI7QfPYLBxYswuHgRGv8l+zLJtLUR4eODT4MHQ25gALx7l01LBYghH9+vinqbuSlt1+es5w3HcbC2toazs7NgHKCZM2fi+++/V9nGgwcP0K5dOyQnJ0NXVxfbtm2Do6Mjbty4AQBYuHAh5s+fDxcXF+zatQvdunXD5cuXYWdnh7CwMJiZmQnak0gkMDY2RliW91RJ+2oSRNWqVcOzZ89QvXr1L1n17Ojr561xS8u81ylsJRFDUWzT0rJw2wPy93qWRVn3sxD2QyaTITQ0VL3zpohiyPM2c1NWX9/iUNTHMrf2VbVXFq4xKuT53CkJdO6ULyXxHSEfMcjlcrx48QK2trZqjdmS5xjKi4K+3lmPnTrX71JyvZaIxcB/vXkcHBzy1QZjDCNHjoSGhgZ8fX3x5MkTvq0HDj/D74IffMf45nmbDg4OCAgIwJ9//om3b9+iZ8+ecHNzA8dxCAwMhIODA1Jlqdh+bzsWX12MV7GvAADmOuaY3GAyejn1gpWBFd+e3wU/fns5fu4kf4T0/g8Qv94hWJxuNQjpzvNhqlURpnk9SCXxGVJaPrfS0iA6fx6iw4chPnwYXLiK2d40NCAbORLpM2bAsGJFGBZNJBny8/2qqLeZm1Jyfc7uvGGMITU1Fffv31fqQZSdGjVqICgoCHFxcTh8+DDGjRuHo0eP8j1ihw4dCh8fHwBA7dq1cf78eWzfvh2+vr7ZtlkafTUJoswXXCwW5/5lPa9f5sXivNcpbCURQ1Fssyj2IT+vZ1mUNe5C3A+1zpsijkHtbRZ2+fKkqI9lfq69ZeEak+Pm1Dx3SgKdO+VLSXxHKEAMIpGo4OdOeX7PFvaxU+f6XVqu19x//+GQ7/fQ0qVLcePGDYwcORJVq1ZF1apVhZvgOGHbedimWCzGpEmTlJY382yGjXc2YtHlRXgd9xoAUFG3Ir5t9C1G1RsFHamOUh0vLy+l7Qk+d+RpEIWuhujBT+DSvwx0zYzqQFZvBZhpI+T7VSuJz5CS/NxKTAR3+jREhw6BO3YMXEyMUhEmkYB5eoJ16wZ5165AxYr5P755Udi/bQtjm0Vdv5Bl/b6WeYuZgYGBIEGUEw0NDVSrVg0AUKdOHdy+fRt//vknP+5Q1uSxg4MD3r59CwCoWLEiwrMkGtPT0xEdHY2KFSvmb6eKyFeTICKEEEII+ZoFBAQozaJECMm71atXQywWY/r06UW2jczzNSU9BZvvbMbiK4v5Wcgq6VbCdI/pGFF3hMrEUKaczncuPChjdrK4B/wyJjWC3PknyO1GAlzp+oFeKsXGgvvnn4yk0MmT4BITlYowTU2w5s0hb98erFUroGbNEgiUlEZyuRypqamwsrKChYWF0m1soaGhaN26NQDA3d0dsbGxCA4ORp06dQBk3OYql8vh5uZW3KHniBJEhBBCCCFlgKpptgkheVPjz+F49eoVDFs7w9bWVmUZT0/PXNvJLWF7JvAMHus/hv8Vf7yNz+hFYKFngRkeMzC8znBoS7XzFT8AiEKWQnz3yzgpDByY7TDIXOYDmmY51CT49Anc0aMZSaGzZwUzkGViBgZgHTtC3q0bWO3agE72STxSPvj5+aF169aoWrUq4uPjsW/fPly8eBH79+8Hx3GYOHEifv31Vzg7O8PFxQU7d+7E06dPsWVLxiyCDg4OaNWqFSZPnoylS5ciLS0N3333HXr06FGqZjADKEFECCGEEFLqZU69fSjIF3ea+5V0OISUWR+2Xci4VayXa7ZlckvEugb5Qu9xFBLEgfz5eObcGVSpXQUPIx7i3qd7WK2xGgmnMga/raxfGTM8ZuCbOt9AS6JVoPjFT5ZCfP8H/rnc2A3yeivATNwL1O5X7fVriA4fBnfoELhLl8CpmEWRVagA5u2dkRTy8voyRf3798UcLCmNIiIiMHbsWISFhcHAwAC1atXC/v37+WvF2LFjkZycjNmzZyMmJga1atXCgQMHBEnodevWYcaMGejWrRs4joO3tzcWLlxYUruULUoQEUIIIYSUcpGpCYix14IsNSH3woSUc9n17rl9+zZSb7yEVtPqkFiZ5Lv9zPMx7XM4/rj5B3Yd/Am3tGOQdlUh8cABRjoV8FOzuRjqOrTAiSEAMIvYBGnYb/xzWc05kNf8gW4nUyUkJKOX0KFDEN26pbIIq1oV8q5dwbp1A2vSpNSNm0NKj5UrV+ZaZurUqfx4RKoYGxtj/fr1hRlWkaAEESGEEEIIIeSrkd3tmIsWLQIA6PXNf2+bVFkqUqKeITkyBCkxLzCFyQHdjHU6MhGcqtRFzQo1EflvJHZP2A1NSfazIuWF+Mn/YKmYHHL2g9xpVqG0/VUICwN39Sq4K1cgOn4c3KNHKouxGjUg794drHt3sHr1ADUHKCakvKAEESGEEEJIGUSDVhOibPXLANyTRmP1ywCMtck4PwICAmBhYYGDBw9Cw90a0urmkDHl24yyw8BwUy8WW83eYdcKK8QmRfHr6laqi8EXE9AppiJsEzXATpwAAPje9C205JDosT/E9+fwz2XOP0Hu9H0ONb5yMhnw5AlER4+Cu3IlIzH07Fm2xVmdOpB36wZ5t26AkxMlhQjJASWICCGEEELKIBq0mhBlY2288DEtkE8OARnnyuzZs7F69WrMSj6Xp/bOvzqPyQ1u4KFWfMaCJEAk1YV2BUdomjrgmvdmiPd0AERiADLICnFfgP+SQ/e+jDmUVtMPKG/Jobg4cMHB4G7dAvfvv+Bu3waXkP3ttozjwDw8vkxHn81g5IQQZZQgIoQQQggpY8R9+6GlTAZx+w6AoSFky5aWdEiElEqZ54rO4CH4ZvcuzD3zIPdKAGRyGX659At+vvgz5FpyaEm00NW+KwbVHoTpby5A/2EMEozyP46ROkSPF0N870vPoQ/mE2Hs+B2+6pFyGANevcpIBt26BdG//wIhIeAYy76KpiaYmxtYo0YZiSEPD8DcvBiDJuTrQQkiQgghhJCyJjYWLUXijF4LsbElHQ0hJSrH2y1jY/E+LAxP9PVhB8BUQw96D6KQUCv75M77+PcYcngIzr8+DwAYXHswlrReAiMtIwDA3Wpt4XvOF35j/5tR0NAw4zw0NCy0fcqaHEqr9RM+wRvGhbaFUiQ9Hdz58xBt2QLuzBlwERE5Fmfm5mD164N5eWUkhFxdv8w6RggpEEoQEUIIIYQQQsqsrLdbenp68n9HpKZi1KOHqKenj/MA7jT3Q4AsAF7NVSeUbr6/Ce/d3ohIioCuVBerOqyCj7NPjtuX7d6ltEwxhrwSPVoE8f0fv7TvsgCyGt8CISH5brPUkcszppzfuxeiAwfAffqkshgTiwEnJ8jd3MDq1QNzcwMqV84YR8jSspiDJuTrRwkiQgghhJBSTp1eD4SUC4aGOCeToWUOU5IrJosqaGjgZF03iCFXuV5RqiwV3xz5BhFJEXCt6Iq/uv0Fe1P7fIWZ3/HBVCWH5I7fZQzMXNYxBu769Yyk0L594N6/Vy6iowPWsGHGLWP16mX0DtLVLYFgCSmfKEFECCGEEFLK3WnuB9+zCre0kDKHZp0rHLLduyAPCIDsv2PpGuQLvUpROBTkizvNVZ8fzYyNAXnuA0j/dv03PI58DDMdM5wacArG2tnf0FWQHkLZET1aCPH9ufxzmcvPkDvOKPTtFCvGgOBgiPbsyUgKvXqlXERLC6xDB8hbtwZr2RLQ1i6BQAkhACWICCGEEEIIKXI061zhUfc4btmyBRaREWhfwRy5TWz+OvY1fr74MwBgYauFOSaH8hKDur665ND9+xDt3QvR3r3gQkOVVjOpFKxtW8h79wbr0gXQ1wdU9CgihBQvShARQgghhJQBVlZW+PnnnzFs2DBULelgCCklsutdFxsbi+nTp6OiTAaJlTXaSHL+2fPt6W+RmJaIplWbYqDzwKIMWYno0a8Q3/fln8tcfoHccXqxxlAonjzJSArt2QPu0SOl1UwsBmvVKiMp5O0NGH+VQ24TUqZRgogQQgghpBTKekvS8+fP4e/vj7Zt2/IJIjljEJVMeISUan/++SdiY2OxZN06nH/+HC39sr8983jocRx+chhiTowV7VaA43Lrb1R4ynxy6M0biI4ehejECXB37iitZhwH1qIFWO/ekHfrBpiZFX+MhBC1UYKIEEIIIaSUcQ3yhd7jKCSIA7FOqxPc3d0xb948tGrVCvXr1wcAHAn/hF9ePMeuWs6oUrLhklxkHSdH3LcfPy26qhmwSMEkJiZixYoVsLKywoABA7BgwYJsyyalJWHqqakAgEkNJsHZ3Lm4woTo4S8QP5jHP5fV/hVyh2+Lbfv59uEDRMeOgTtyBCIVSSEAkDdunJEU6tEDsLAo5gAJIflF/+hECCGEEFLKRKYm4K29Fj7cfIymTZti/vz5kEqlaNmyJd+74eHnz7geF4f6N67j1PnzJRwxyUnm6xmZmpCxIDYWEIkz/v+fgICAEoqudCmM47BhwwaEh4fj22+/hVQqzbGs/xV/PI95jsr6lTGn6ZwCb1tdZS45FB4O0datEPfuDamHB8QLFiglh+T160O2aBHSnj2DLDAQ8vHjKTlESBlDCSJCCCGEkFKIpaYjfkUAtLW1MXCg8pgoM21scci1DmQAugwdigW//Qa5XK7cECkTAgMDSzqEUkHVcchL0iglJQVLly5FxYoVMXTo0BzLhkaFwv+KPwDAv7U/9DX18xJqvoke/pwlObSwdCaHoqPB7dwJ8YABkDRsCPHcuRDduCEowpycIJsxA2mPHkF2+TLkU6cCVWmUNELKKrrFjBBCCCGkFMg65lDCrhuQvY/Bj7/8gmrVqqms08XMHDfqu6NXbAx+WrYMujo6mDpyZHGFTEixyMsMcNu3b8e7d+/w66+/Qvu/6dJVTUnPGMPUU1ORIktBa9vW6OnYszBDzlZGcujLeEgZyaFpxbJttcTGgjt8GKJt28BdugQuPV2pCLOzg7xLF8g7dwaqV89YaGlZzIESQooC9SAihBBCCClmrkG+qHLmW7gGfRmcVrHnRPrLSCTsuQlJtQqYMmVKjm3Z6egg6MABVLW0xJI//0RiUlIRRU2KirhvP7R88DBjbKIc0G1oOUtPT4e/vz+MjY0xatQofrmq5NKhkEM4+fwkNMQaWN52ebEMTC16uCBLcmhR6UgOMQbu+HGIe/aEpHJlSEaMgOj8eUFyiFlbQzZ+PNKOH0f6mTOQT5nyJTlECPlqUIKIEEIIIaSYRaYmQMyJ+DFpFBMEMTExSFh0CpAzVJnWCZJcpucGAB1tbUwfMwbhkZFY99dfRR0+KShDQ5zT0QYMDTOex8aiZWKSYEwiIKOXS2JiIv/8r7/+QtJXnAB0DfLFmUpRfOI0M5GquEyVzB5Ce/bswfPnzzFhwgTo62d/u1hCagK+PZ1xS9e3jb6Fval94e1ENjKSQz/xzzOSQ1OLfLs5Sk8Ht3MnJPXrQ9K1K0RHjoBLTeVXM0tLyEaNQvrffyM9MBDyGTMAJyegGGd5I4QUL0oQEUIIIYQUgxx7f/yXIEiNjkafPn2Q+ioCrVq2xJNR69Ruf1ifPrAwN8f/1qxBUnJyIURMiops9y6cq1UzxxnMIiIiULNmTXz//fcAgMjISOzevRtOTk7YsHMn0lXc+lPWKQ3mrSYvLy8wxrBkyRLo6elh/PjxOZb/+eLPeBv/FrZGtvi+8fcFCTl3jEH04Cdhcsh1cckmh5KSIPrzT0hq1oRkyBBw9+7xq5iFBWQTJiB9/36kX7wI+ezZYLVrU1KIkHKCEkSEEEIIIcVA8RYyUw09VHmSDFMNvYwFhoY4q62FUc+eITAwEOPGjYO7u3ue2tfS0sL0MWPwMTwcG3fR1OmlidLrrcKb5GQsefUKp0+fzqhjagpra2uYm5sDAPT09NCsWTOkpaVh7KxZqN2mDX5euvSrHpj8TnM/vG39P7T+aII7zf1yLMtxHP766y+sXbsWJiYm2ZZ7EP4Av13/DQCwtM1SaEu1CzVmgZQIiC91h/jhAn6RzHUx5PZTim6bOYmOhujXXyGpXh3iSZPAvXzJr5K7uyN9zx6kP38O+dKlYG5ugIh+KhJS3tBZTwghhBBSzO409xP86JXt3oVtRobY9uY1OnXqhP/9739qD8qraHj//qhuY4PUtLTCDpkUwJ3mfljg2EOQ5PD09ERERATWrl0Lr39vweZiEGY+C8XGjRsBZCQ8Tpw4gTlz5kDctx90unbDTB1dPG3YCHOnTkVYeDj8VqyAh7c3TgcFgTFWUrtXaNRJpOXEyckJvXr1ynY9YwyTT05GujwdXey7oFONTvkNNVfcpwBITrlB9OEffpnM1b9kkkPv3kE0cyYkdnYQ+/qCCw/nV8nbtkX66dOQXbwI1q0bIBYXf3yEkFKDZjEjhBBCCCli4r790FImg7hvv2xvK2rRogWePn2K7du3QywW55ogSuPkeKKdiLvasbhzaxFeJbxFhyotcefMaUgl0qLYDVIAiq/npUuX8Ntvv+HUqVNIT0+HlkiEXuYV0b9iRbTdvFm5cmwsIBJnjFMkl2HO5MkYd+cOJj57hsMPHqDT4MHw9PDA/Bkz0LBePb7a5cuX0bhx42LYu8Jxp7kfAmQB8Gqet+ToxYsX8fz5c/Tv3x9Safbv/R0PdiDodRC0JdpY2mZpQcNVLekDRE9/gyhkGThkJO2Yphlk7uvBLDoUzTazExIC8dKl4LZvB6eQNGYiEVivXpB9+y1Qt27xxkQIKdUoQUQIIYQQUgI8PT3x5s0bxMfHo2bNmhg8eDAGDhwIUS63dciZHL9YPceiqq+QJP7v9qJ7DwAAe14cwe+PNsPffQ6ctR2go62d4w9mUvxOnTqFnj17Ij09Ha1bt0bfvn3RffMWGGhoAnIZZJqaarVjlpKKXVbWeG1mhnm2tti2fz+a9eiBYX37Ys2iRQDKXoIIUD3jWG78/f1x+vRpeHp6wsrKSmWZmOQYfH82Y7yhWU1mwdrQukBxCjAZuI+nIHq+AdyHY+CYjF8lN28FWYONgLZF4W0vF9zNmxAtXgzu8GFwCj3LmKYm5EOGQD51KmBnV2zxEELKDrrFjBBCCCGkCCgOSq1qUOL69eujQYMGGDhwIGSyjB+UuSWHIhMj0XV3V8yzeYEksRz66WI0iTXEaIeBmO48BjoibdyMuAOv471h8Ws9zNm5GGlyut2stMhMDunq6uLy5cs4cuQIBg4cCANTU+GsZlB/SnsrTS2s8/fH7VOn0LtzZ7i5uPDr4hVmQCut1NnPzFnKsrN161bs3bs32+QQAPgF+SHscxjsTewxtWEhDRCd+BqiBz9BcswekotdIXr/N58cYpwEstq/Qtb8WPEkhxgDd/o0xO3aQdK4MUSHDvHJIWZgANl33yH96VPIV62i5BAhJFvUg4gQQgghpJC5BvlC73EUEsSB2Q6uq6+vjzlz5qBatWoQqzHux60Pt9DvQD+8in0FLZkIfzxzwuBPluDkcsgmZwyCKz2figiPZGx4sgvpDulYJl+HtTv+QhPz+mhh4YGeNp1QTT/7H9Gk8AQEBAh6w3z+/BnffPMNdHV1ceLECdSpU4dfJ9u9C+d8fdHCL+O9ovT+MTQEYmNxTk8PLbN5rzhVr46/Vq3in7988wb+W7ZAw8gIP0yaVCT7WBgCAwNz7TWU23pDQ0N06pT9eEK3P97G6lurAQAr2q2ApkS9XloqydPAfTgG0fON4D6e5G8jy8S0LCG3HQK57TBA1yb/21GXTAbuwAGI/f3BBQcLY6lUCfJJkyAfOVKQfCSEkOxQgogQQgghpJBFpiYgxl4LsizTdcvlcvj5+WHcuHGoWLFirtNxAxkD624I3oApp6YgVZYKO2M77D1jCtckI6Wy+kwHfo3nYozTYPwavBLnPl5CVEoMTr0Pwqn3Qfj5zgr84fErBth1K6Q9JaqoShDq6uriwIED0NDQECSHMin2ksn6/vk/e2cd38T5x/H3XVI3WmgLpVBocZfBsEGxYWNjQwcDJmxDNzbYYMgK+zFD5tiQYcOGuxctLsWlLS4tdZfc3e+PlFI3WqQ8b14hzT1y3yfJJZfPfeWR55nq7Y3SsiXcu5dhfEh8GNsP76RKzarEKwn4PbyBc2MHkioZWOy3mnglnoB7t7GytUD1syLOEEdJ65J8UvcTCrGOV6Fy+vRp/vvvP7744gscHR0z7aNqKsO2DUPVVHpU60Gr8q3yt7NoP+Tr/yBfX4SUEJimSUNGK9UB1f0jtJLtQX4KP7Hi45EXL0b+5Rckf/+09lSogDJiBFqfPmBuXvi2CASCIoMQiAQCgUAgEAieAi1atGDkyJH89ddfxMTEMHXq1BzHxCbF8tn2z1h0dhEAb1R8g/md51N8/bvZJgqoaV+FpS2no2oqa05uZeLqadg1tuVY6BnePzCcow9PMaXBOEx1pgW1PEEqUgs8sbGxxMXFUbx4cRo2bJjlmNzk3smsz1XLOL4/8CXLAtajaArcTNXYBn548Ac8yHrOBb4LWNLkV6rbV8px/88bP/zwA+vXr6dXr15ZCkT/nPmHY/eOYWNqw+TWk/O2AyUB6e5a5ID5yA/3ZmjWLN1Qy3+AWr4/WJTOxwrywZ07yP/8gzxvHlJgWqFKrVcP9auvRDUygUCQb4RAJBAIBAKBQPAUOHXqFH/99RfNmzdn0qRJOfb3D/On5+qenA06iyzJ/M/zf4xoNAJZylwZ0g0cRFNVQTdwEMosYziNLMncPxvIlWUBtL7TjNGfD+Gn89OZeXkRJ4PPsqzlDMpYuRToOgVpmTNnDhMmTGDr1q00atSoQOZUNZWL1jH8XP4OK5wfovqfBMBSNcfB2h5znRnmenPCg0Ip71oOc50ZCbFJBAeGEBsVT3RUHBGhESRVTuICF2i8qTNTG4zn48p9kCSpQGwsbC5cuMD69evp1KkTtWrVyrRPcGwwY/eOBcCruRcuNrl8r0deNIpCN5cgJYamadIkPVrpN1HLf4Tm3BqyOB4LFE1D3rMHt2nTMNu3D0lR0jSrrVsbhaGWLeEFef0EAsHziRCIBAKBQCAQCAqZJUuWMGbMGGrUqMGqVaswzyHsY9O1TXyw4QMiEiJwtHRkSZcltCyXg4dJVBTNZBlUNc3moR98wKVr15i7bBk1K1dhXf/5vH9gOMeCz/DqhjdY0uJPWrk0fdIlClJR3NQa6wuhRFd3oEKFCjRp0iTTsLLc4h/mz8wTM7kWeo2A8ABuht8gvnFCSnunMm0YU2so+xbuYuSHI1O2T506lZEfj8w4oYsLsYuXUGnc5wS1jiK+QgJDj4xjx739/N10Mg5mxfJt69Ni8mSjN9A333yTZZ+x3mMJjQulplNNBr8yOOdJIy6gOzcW+f6WDE2adQXU8h+ilusL5s75tjtPhIcjL1qEPHs20rVrpPb303Q6tC5dUEeORKtf/+nYIxAIijyiiplAIBAIBAJBIbJz504++eQTypQpw8aNGylWrFiWfQ2qgXF7x/HOf+8QkRBBo9KNOPbRsYzikJ2dseqVquSYfFaSJH7/7jsa1K7NXwsWUNFQnqOdN1PHoTrBCaF03NmXn84aw9EEBYNv84m0eeCAb/OJdOrUic2bN+coCmaGpmnMOz2PV+a+wh/H/2Cr/1auhFwhXklAp8LbQSU4caQOa1vPpYFjnRzn8/HxSfnbsu97vPVGLyzXWmJzyBoTSc+GWzt4ZX0H9j84kmdbnyb+/v6sWLGCVq1aZRm2d+TOEf7x/QeAP9v9iT67vEBx99CdGIh+R/004pAmm6GWfReD5y4M7S+gVhn5dMSh06fRDRyI3s0N3ciRSNeuPbapZEmUceMw+PmhLFsmxCGBQFCgCIFIIBAIBAKBoIApbmqN69V4LG9E0aNHD2xsbNi4cSOlS2edpyQoJohOyzox2cfoGTH0laHsem8XpW0yjlFWLGdP9Woo27amJDDODhMTEyaPG4fBYODbqVMpb1OGfR1X837FHqiayrenptB1zyeEJ0Tkf9GCNLz22mucO3cu3+OVpBgirm1i0NZBxCTF0Lxsc2Z2mMm2d7dxuet+YvY0YdW5atSNss71nKkFIoASJUowa+YsonZGU9unGhVsynEn9j6vb+/NhNO/YFAN+ba/MJk6dSqqqjJ69OhM2w2qgaHbhgLQv1Z/mpRpkvlESVHI5yeg31oN+fp8JIwiqWZRBqXONAydb6K8uhDNsXnhh27FxyMtWYLutdcwefVV5PnzkeLiUpqVFi24MWUKCVevon77LWTzWSIQCAT5RQhEAoFAIBAIBAWMb/OJ1L8kETthC4qisGbNGqpVq5Zl/yN3jvDq/FfxvumNlYkVi99azC+v/1KgSaSbNmjAG23asHrzZo6fOYOF3py/m05mdpOfMZNN2Xx7F402deZMyIUC2+fLTEhICPXr12fJkiV5HpsQ5k/w2X9JDL+Bqc6Uya0ns6PPDj6q+xGtyrfC3aYsJlreTuPbHJnKAadw2hxJmxy9V69eDOzblxPbz/KVbjD9K3RH1VR+8P2D1tt6cj82KM/2FyZ37txh0aJFNGrUiBYtWmTaZ9bJWZwNOou9uT0/tPwhYwc1Cdl/NvqtVdFd+gFJiQVA09ui1PweQ4fzqBWHgalDYS4FQkORVq0yeguVL4/+ww+Rjx5NadZsbVGGDCHpzBmStm0jom1bMDEpXJsEAsFLjchBJBAIBAKBQPAE1N7vRUhyOfLiptb4Np9IUFAQGzZsIDg4mOXLl9O0aeY5fjRNY8aJGXy1+ysMqoHKxSuz4p0VVHPMWkx6EiaNGsWWPXsY89NP7Fi2DEmS+KBST2o7VKPX3kEERN2i+ZZ3+Kvx9/Sr0K1QbHgZ0DSNyZMnY2VlRYcOHXI9LjIhkhE7RxBxzRjmpLcsweHe26npVPOJbQpLiiHS3QwlKSZD25Rx42hYty593nqbD6QetHF5jSGHx3I46CSdd/bHu8xBbJ7YgoLh119/JSkpidGjR2eaUPt+9H0m7J8AwCTPSThapapulhiOdG8juks/IUWnCtuSTFArDESt+g2YlSg84xMTkY4eRdq5E2nXLqSTJ5E0LUM3rWZNlEGD0Hr1AutkD7F0iakFAoGgMBACkUAgEAgEAkEB4HYtkejqxr9v3rxJbGwsv//+O126dMm0f0xiDAO3DGTFxRUAvFPlHeZ0moONWQH/FNdUiL+JFHOB6nYJ/P5ZYzbuPsSxfXN49ZWmoLOinq0zRzuu4AOfsWy5s5cBB0dyJOgkvzT0wlyf99w5LxuPRMJHAuHWrVs5d+4cw4cPp3jx4rma4+Ctg3y48UNuRNwAoKRZHezqtC0QcSgnzMzMeO+ddwBQFIW2Ds050nkjLbd042zYJXqv7c3aZtOzz+OTD2rv98K6ZCjr9nvh23xijv2DgoKYO3cutWvXzlJ4G7V7FJEJkbxS6hU+rPUeRF1BDvRGurcBKWgvkpY2bE517YpScxJYexTImtKgaXDlCvLu3UZRaN8+pJiMAh2AZmaG9s47qAMHojVqJKqRCQSCZ4IQiAQCgUAgEAiegEc/bL0OeDFxkPHvBg0acOHCBRwdHTMdcyXkCj1X9+Ri8EX0sp6fWv3EsAbD8l5iPCnS+KM3YB1St9OgyRCvR3flczSdFVL8DaToc0hKVMqQoQ2MN/gBfB9P5QRstoDEinrCDQaiE5fx0GcNpS2cMJX1gAKaYvzRKwOooCkkJcZjotdBcr4azbIimn0rVPuWYFX9pfihG5IYjU6SCUmMRtM0fvrpJ0xMTPj8889zNf6nQz/htc8LDY1yduWY33k+Sf5JtPTMoXJdKqRNmyl55w7Sps1ob3RCN3AQTVUF3cBBKLNmZjrG09Pz8YOkcNSwQ6xY+jMuNpG0rlOCO25xnIiV2B+xnXmHP+CTBr8hmeZO8MoNIYnRhFcyR0n2wMuJefPmERcXx6hRox4fK4YYiPZHivYn4PZOWjxczkeloZn9XczW2qfkFUqPWqIpaq2f0YpnnuQ63wQHI+3ZYxSFdu1Cun07y65ajRqobduitWmD1qwZWFgUrC0CgUCQR4RAJBAIBAKBQJAH0nuLPELTNL755ht69+5NzZo1sxSHVl9azcebPyY6MZpS1qVY+vZSmpbJZZl5TUUKO40UuIOPyy9Bv37KY48Ip8fdpOD1+V0ephhw0j+aLgESs/6Ba+wPJKXad9RpiDqN7tY0NFNnNPuWqPaeaHbNQCqaP4BTl7WfPXs2R44c4dNPP802Kfkjvj/4PRP3G99H79d+n6ltpmJrZgtl82aD9kYn3B3s0ZpknpDZ3sQKq6vhxFQqlrKtZcuWEHUN2f9H5KBVSGo8/RskN8aHIwONzI03OADH66NZeKDZNkC1fQXNpgGYly1cEVDTIDEUKSaAr3uW4U33d6hZZjPSnr+QYgKQ4h+kdK0EVHpU1C/hfsapLN1QS7+FVroLWommBWN3fDzSkSNGMWj3bqRTpzINGwPQnJ3RWrdGbdMGrXVrKFXqyfcvEAgEBYgQiAQCgUAgEAjyQGpvkdSULVuWzz//nNu3b2eamDhJSWLc3nH8evRXAJqXbc6SLksoaV0yx31KQXuRA+YhBe5GSgwGoLwVkOp3qKaClEneYs3UGc26JppVTQJuh+PuVhLUGFBiCbx3nZKONqDEgBIHaowxYa8Si6pEEZ8URZKqoACypMfa1Aa9bAo6U+POJB0hoWEUL+EIBg20BKT4W4/tTgxEClyOHLgcTTJBtm2IvVIf1E9BZ5Xzk/2C4Nt8Il67vejdqjcNOzekXLlyfP/99zmOm3J4Soo49FOrn/iy0ZdPZEeTVOKQMmsmmo8PSvK2XY1GMvXgVEb2GwmahhR8CPnqr0j3NiGRSR4cyRRMiiMlphVapDh/pDh/5EBj9TzNxBHN9hXjzaYBmnU1kPLwE0PTKKbGQ8R5pLj7EHcXKdkjiJgApOgApKRwwPjDpY4M3MpuwuRpTezAyh3N2gPNrhqqyxtgV/vJRSGDwSgC7dmDtHcvko8PUnx85jaYm6O99lqKKETNmi+FR51AIHhxEQKRQCAQCAQCQR5I7S2SmgEDBlC9enVq1aqVYcz96Pv0WduHg7cPAvBloy+Z5Dkp55wuhmhk39HoAv7OtFmzroBa8nU0k/podo2Y9ut0Rnz+MRgikAwRzJy/loGfT0jpv2rlVEY2/RQA3cBBnEvUuBH7gAbLl2c6v4mmsfjacr4+/j1RSdGYStH8r/7XfNZmHDpZB8AvXl5MfG8i3LtnHBR/BznMGynMGyniEJKaAICkJaGLOIQLh9BOL0d1/RTVuQ/onv8cR97e3kZvm2xo1qwZH3zwAfHx8cyfPx9bW9ts+/929DfGeo8F4H+e/8u7OGRjw0FVoVny65AZTdJ5E0moSA83Il9ciBx2Ik2blqTjnp8LpYKKowyfSoJcim+n/caw996kTNk49h+eiGXsBeqbg0kqjUNKeogUshVCthrnkS3RbOoki0YN0EwckRKDICkIKTEQEh8a7y+HcTziIk5qDOYosGNO3tYPaGbOaNYexJg68+vFTVxOSOLdV8fSvvZQYwWyghBjVBXOn0feu9coCh04gBQVlWV3rVYto4dQmzZoTZuKsDGBQPBCIQQigUAgEAgEgjzwyFtk4qCJxMbG8uOPP9K7d2+qVq1K48aN0/TVNI01l9cwfMdwAmMCsTG1Ye4bc3m7yts57kd6eADd8QFIMdcfz6e3QXNqiVbyddSSbcGqvLEhWZzRkMHEHkzs0YDopJ1Z7yAqCq+zvlyNi+NKRATF7OwydJEkiY8qvUtbl+YM9BnNrnsHGHXie9be38383TZUDlJpZW2NrmcvlF9/MQ4yd0Ut1RdK9QUlHiniMFLYHuSwPUgJd43zJgWhu/4/5DszUUsPRC3ZG3SWOT4nz4q9e/dmEIjSi0aHDx/mxIkTjBw5kmbNmmU73/Tj0/l699cAfPvat4xqMirPNimzZnJo6lQajxyZc2dDFHLgCgbWXYz+alpxQ7MojerUF2n8XkoZTI2CiGUFDh48yK9z5iDLMj/++SdNGtWnh/dAdvnvpK2NNXNq9aBEgj9S1Kk0Oa4kNRYpwgcifHI0K6coOg0ZLMvyIMaK9XsuULPxW7zaujeatQdYu4PeWOGr76rurA9OolmZZrRr8O2TCUOaBn5+jwWhffuQgoOz7l62LFrLlqienmht2oCzc/73LRAInkvmzZvH/PnzuZ2cU6xKlSp89dVXtG3bNk0/TdPo3r07u3fvZsmSJXTq1Cml7fbt24wYMYKDBw9iZWVFr1698PLyQq9/viSZ58sagUAgEAgEgheE7du389lnn3H9+nVCQ0OZPn16mvZbEbf4bPtnbPEzliyv7lidFe+soFLxStlPrMQhn/dCvvp7SuiPprNErfUTqvtHIJsU2BpGuLoSlJCIlWX24kxZ69JsW2PF6BLVmF3uCkfuHqFeRZnvzCow/K6bUVTIDJ05mkNLNIeWqNp3qJG+JFydim2i0ZNKSgpGd2MS8t1ZqC4fG4Wl51goSk1q0SgwMJApU6ZQq1YtvLy8sh3396m/+WLnFwCMbjKasc3G5tuG9B5CGUi4h3xvAXLgMiQlimKpnLW0YrVRKg1HK9MdHgSjSzyYnHwcUFVaVqtGs9Kl+W/VKr775RdMZB2Lmv9O2+3vsiHYl4u+e9jfaQ0lzOwg9gpy5AmkyBNIkcczhKVlRYhkTqBsRaBkRQtXTzTzUmDhgmZVHs3aHazKgWxKCaCqqw+16tVDM0/rcbbVbyvrr65HJ+n4o90feU/0DnDnDpK3N7K3tzFs7M6dLLtqTk5onp6oLVuieXqCu7sIGxMIijguLi54eXnh4eGBpmksW7aMPn36sG/fPqpWrZrSb+bMmZl+BimKQs+ePXF2dmb79u08ePCAQYMGYWJiwrfffvs0l5IjQiASCAQCgUAgyAP3799n3bp1/Pjjj1hZWTFlyhSGDBmS0m5QDUw/MZ0J+yYQkxSDiWzCV42/YnTT0TmWjJdCT6A79gFS1JWUbWqJpigN5hZKGe6uJRxBVVFMchadpKhofo4pwZAH1nxSzY+dDqF8Xf4qly1i+Ptq5Zx3Jklo1jW5bfctFUoZMLk7HSlkCxKaUSi6+SPy3dmopT9GLfXBcxt69ihJuVvJxJTy7M7Oznh7e2NhYYGZmVmWY/858w9Dtw0FjGGGE1tMzJ+gkUyWAlH0eXR35yAFb0KKVyCalJuqVUezbQnXSiDtOIMcshvu3UM66wsGAyQloa9QAUlVOZA8XULJkuhdXbF1ccG7RAVmRVznnPkNfrjZkx/f+B0z13KopapBqX7JA+4mi0UnkdQYNFNnMHVGM3ECUyfjY7favHboh5RwTd8G2Ze5z2yt4fHhfLHDKLZ91vAzajjVyP4J0zS4fh3J1xfpzBnjva8v0t27WQ+xs0Nr3jzFS4jqL0dlPoFA8JgOHTqkeTx+/Hjmz5/PiRMnUgSic+fOMX36dPbs2UOVKlXS9N+zZw9Xrlxh3bp1ODk5UbNmTcaMGcOECRMYPXo0pqamT20tOVFkBCJFUdLc59A5r5PnfUxB8yxsKIx9FsYa8vN6voikt7sA1pGn46aQbMjzPgu6/8tEYT+XOfXPrP1F+IzJdDd5PHaeBeLYKXAURWHOnDl4eXkRGRlJ586dmTZtGmXKlElpP/XgFEO3DeV04GkAmrg24a92f1G1RNWUPpmiJqK/9CO6q1OQNGMfTTbDUH0CSoVhIOmyf42S2zRNS7OP7B7rNAANNPC/cYO9hw/zfo8eaaY9fPhwSticbG3DIVWhWYzKllstmBt8iSEVLzO/5F0aRNrwfi7eQ2qyp5FiXhGt4h9IpYeiv/sX8iOhyBCK7ubPSIHLMZSfhGqXjYfMU3zPpn7eQhKjkSWZ25XMUROjiY6OxsLCgrp16yablbld/57/l4FbBgIw9JWhTGo+KeX5yBVJSRAaihQaClevIoWHI4WHQ1hYyr380A/p4TWk8CijIBRDmgpzADIXgAt5Wr9ZVBRcuoR06RLWwOOgtmvwR0cANFtbtJIlH99KlUIrWTX5viSaXUmwsUk1q55TTb9l4q6JeH3yLYrBkCJQkZQEiYko8fGM+Owzer7zDk1eeeVxW1ISIZEP8Nr1DZVCb/CaqQNe5WugLVsGSUlIqfqRmIh05w7y2bNIZ88iRURku1bNwgK1aVPUFi2MYWN164IuVZ6nvLxmBchT/955Ft8hz+P31rM4983Jhry2F8Y+C3t8AZHVcaMlVxqMjIxMI9KbmZllK/I/mmvdunXExsbSoIGx7GNsbCwff/wxU6ZMwTmTMNPjx49TrVo1nJwelxtt3bo1I0aM4PLly5nmLnxWFBmBKCAgAAA/P78MbcHBwZw9exZXV1cqVaqEPigoT3MboqLyPKageRY2FMY+Ddkk9csv+Xk9X0TSr7Mg15HZcfO0bcjtPnPiRX19nwaF/VzmNH9m870InzHZkdtj51kgjp2CZcOGDaxcuZLz589TsmRJWrZsycSJxhxEV65cIdYQy/RL01nmvwwVFRsTG76o/gVd3Logh8hcCbmS5dzm8dcoe3cc+vjHfWLNq3Gr9P9IUD3gas7vs0evd1JSEv7+/inbUz8e8GAVto7RbDz0M3NLdqOiooAmgarx0YgRHDl9GpcSJfBwc0sZv3///scntCO+wHvVKop364bByYkPPxtOiD6Rce4BfF7hCnZnNlHL5rGrfXZcv/4or5IO5M8xs+9Cidil2CXsRUJDjr+J6aW+hJm3I9DqYxQ5Y8LnwnrPvnN3EeFKHMV0Fqwp3Y9KY8bhKUvI7TqgWFtjGFgGXXK5uLgT16n6QVWmTp1KzZo1s5xz652tjD0xFg2NnuV78lHpj7h69WrWRmgaprdvY+Xri6WvL1Znz2Lu54dUyOKEptOBXk+8mxumwSFImsblyAgsFYWyOh1yNj/6pMhIpMhIyGZdiqUlirU1ksGApGlISUlMiI/HdOpUJIMh0zGzALZty7DdBXic1joU/vkot8tMa5O1NXFVqhBdvz7RDRsSW7MmWuqr+c/Z5/zT+t55Ft8hz+P31rM4983JhvQ8D7+v0vO8nVOkP24kScLNzY0aNWoQHf24IumoUaMYPXp0pnNcuHCBdu3aER8fj5WVFYsXL07xFBozZgwNGzakY8eOmY4NCgpKIw4BODo6AsYQ5eeJIiMQubu74+/vT4UKFVBVlVWrVrF79258fHxSTkJkWWbSpEl80bNn3iZ3cUl3xeMZ8CxsKIx9urgU7HyQdxsLw4anQfp1FsA6FEXBz8+PChUqoEt9dewp2pDnfebEi/r6Pg0K+7nMaf7M5nsRPmMyIc/HzrNAHDt5Yu/evXh6ehIWFsa2bduoXLky9erVA6BEixrEnDBeiPr8888ZN24cJ06coHLlyqiayurLqxm7fyy3I43JK3tU7cHk1pNxtsohWa1qQHftV/QB/0PSjG4emqTHUGUMcuWRlMtLrqHk19vExAQPj8ehaKkfxwQmEVfBAlVLwsPDA71OBzoJFI2fR4/jtbffZsaSJayZOxdZlrOfz8UFvU7H6HvunLCNZl2JIEb6/4hPx/U4W5TIesmqyvXr1ylfvnzKPox4AK1IjL2CyfXxyFEnAbCP304xw3GSyo1HLd45bWhPIb1no+8lYWpiSrSWROXKlTGNi6OtTgZTE/Rxcej1euRkgUiOV9Dr9TRs2JCyZTNPubz68mrGnRyHispHtT/ij3Z/pIxPITYW6dQp5CNHkI8eRT5yJNvEyDmhmUpgZ4PmUBKtmD3Y26MVKwbFihnvy5dHc3BAs7eH4sXREhMxGfcth9BoKuuQZvyF1Lc/6CT8Q0N588IFxg0ezNg+fZDu30d68ADpwQMuXd7P2YveuEZCnUQH7EKikRITs7RLFxuLLjY27bZ8rzLvaC4uqHXqoNWujVqrFlqdOmhubugliWJAsadoS1556t87z+I75Hn83noW57452ZCe5+H3VXqek3OKrI4bTdNITEzk/PnzGTyIsqJixYrs37+fyMhI1q9fz+DBg9m0aRMBAQEcOHCAffv2FepanhZFRiDS6XQoisKKFSv44YcfUq6WVahQgX79+vHKK6/w999/U6JEibx/qOp0aV1LnwXPwobC2GdhrCE/r+eLSHq7C3AdOp0ud8dFIdqQ630WdP+XicJ+LnPqn1n7i/AZk+3ucnnsPAvEsZMpqqri5+fH0qVLURSFs2fPctbbG69GjTH9ew6h//uODz/8kJEjR6a4jifJKmb1ymLZvzFTPp0CGF3DvW94882ebzj14BQA5YuV5492f9DOo13OhkRdRXfsI+TQoymbNNvqGBrOB/u6ef/RnPz6SZKU5j2Z4XFKd13yAwkkjVfr1qXXW2+xfP16+g0fzj/TpmFubp71fMnjJWT+uVaDy5ZHuMwD+h/8nK2vL0EvZ3+KKcty5seOTTWUmv+hPViKfPNnJCUKyRCKqd8XqMHrUDwmgXmZNGsuDDJ9njLeYd6iEpfHrcryR8X6K+t5f+P7KJpC/1r9md5xulEcun0b6fBhpCNHjLczZ7L0oIFkz57q1dHKlAEbHZLhCsh+SNYKWJNyU0vVRa30MZpLe0gvQqXGxQUp1Tq4dw91zuyUqmi6lEVKtLd3oLSZGQtXr2bs8OHIJUumTFOVD1h95nf6nvkVnRTB2lZzaG9ZGx6JSPfvQ/r76GgwMQFzc9DrwdQUTEzQTEyM25Nv90NCOHrqFB6VK1OzXj0wMeFW3AO23dpNnKRQwrYkXWp0x9LSLmWORzfNxMS4Ta83bnNwQKtVC5Kv2D9a3ouYSeipfe88i++Q5/F761mc++ZkQ17bC2OfhT2+gEl/3DwKMbO1tc11HjhTU1Pc3d0BqFOnDqdPn2bWrFlYWFhw/fp1ypUrl6Z/v379aNy4MZs2bcLJyYmTJ0+maX/48CFApiFpz5IiIxDt27ePwYMHc/36dezs7PDy8iIsLIypU6em9Clfvjyvv/463L/P7Xv38Ltxg5Y5VX8QCAQCgUDwQhIbG8u5c+fw9fXl7Nmz+Pr6cv78eWJiYlL6mJqaUt3UjFfi4kGOwM3NjZUrV6ZxOS/27RvoJBlFM4b3+Ab6MtZ7LDsCdgBgY2rDiEYjGP7qcCxNcqjApanIfjOQz41FUuKMm5BRq4xArfYt6LLPfVCY/P3zzyQmJbF682aCHj5k1Zw5GfqkSRRsZwcREdiqEqtvNeXVGj7se3CEIYfHMqPxD+jkfP5AkGTUUu+hOrRFd30CcshWAOTwfUinX0ct+yWqywf5mzuZ9CXq80r8iRvoyzggOVlnKQ5tvraZ3mt7IyUaGG/5OuP9q6Pr3ccoCGWTFBlAs7dHa9wY7dVXjff16yPFnUC+8hvyg81p+6JDK/EGSukBYJ11mFt+0UkSH5QqxaQbN9ixfz8d0j1vY2t/xvWoWyz2X03vfcPY02EldWrUQKtRI7kGXxZk42GgaRpvvPoqVywsuLZ7N4qTEwt9FzJwy0CU6grtPdqz7O1lmJta8WwyAgkEgpcdVVVJTEzkm2++oW/fvmnamjZtyg8//ED79u0BaNCgAdOmTePhw4cpoWXe3t7Y2NhQuXIuijw8RYqMQBQfH09gYCCjR4/miy++wPPcb1hfSKB2cnUJAB8fH9q1M17VG/zNNxw8fhx/Hx8cihV7hpYLBAKBQCDIC+l/3Kd+fO7cuZRcMFu2bKF3794p/UqUKEGjRo047RCFnZkVNHfnfJ8/MO/8Jsg6UBXMzMzwcjiN9f1Qpuy/lnIOAaAkRPLBhg9Yen4pGhomsgmf1PuEMU3H4Gj12DMhS2JuoDv+CfLDvSmbNOsKKA3noxVv9ITPypNjbm7O0r/+YuR33/HXggWU79SShj1bsO3IVHY1MqYlTi0QKSuWp/xdEZh3eD69vAfxz7UVPIwPYUmLP7HUW+TfIDNnlCozUUN2oAv4FinxAZIah+7G98gPlqIkjkFz6w25CMVL/55JXaI+r9iEGgj4YQtyCWsqzvs0Y4fAQHzXz8Jv+Y/svqXy6n0dpkk7gB1ZzqlVrYrWuDFqsihEpUogy6AmId1eif7I10jhZ9KO0dmgOr+L6vI+mBVOiMlBVaFZTCwfVq7C9zdvMn/5cuzMzNK8DyRJYmaTH7kTex/v+z54bu3GF9U/ZkSNT7E2scowrY+PT9bV15LZvn07Z86cYejQoTg6OvLToZ/4dp+xFHTfmn2Z1XEWJro8hGAKBALBEzBx4kTatGlDmTJliIqKYtWqVRw8eJDVq1fj7OycqReQq6srbsk5/Vq1akXlypUZOHAgEyZMICgoiO+//54BAwbkmBT7aVNkBKLXX3+dKVOm8OGHH2bqdqnr2YtWioKuZy+UX39h8Pvv0+PNN7G2zOFKn0AgEAgEgueK9D/uHz3+7rvvmDRpEkePHqVu3bo0atSI7777jjpRUZy9do2vu3WHHt0B8PLyYuL7mZfVDkmMJrySOUqi0YvIVlOJ8t1HaOIF/k2uMNajWg8mtpiIh30uSs9rGtKNBejOjEQyPE7cqVQYglpzEugz/oh+VsiyzDQvL1xdXBj9ww8cnLsN58j6KA2UHMNa3nZrzzLPGfTd9xmbbu+i7bZerG09D6dschLlBq346xjsGiPfmop8f5Gx2ln8dfQnPka7OAm1ykjUcv1BZ57lHKnfM2nOCVOJXLlB0TRcZp/HPy6J9TMX8/qrryEdO4Z06pTRM+joUSR/f14BXnk8Ku16rK3RGjZEa9TI6B3UsCHY26fdUUII8vV/kP2mI8Wl9TbSLMuiOvVDde4J+sLLT6nMmonm44PSpAmuLi4M+eQTqlWqlKnAY6ozZYXnTLru+ZgDgcf43vcP5l1dxoS6I+hfoXsab7KcBCJN0/jpp58wMTFh8GeD+WLHF8w4OQOArxp/xSTPSbkOCREIBIKCIDg4mEGDBhEYGIitrS3Vq1dn9erVub7QoNPpWL58OSNGjKBdu3ZYWlry7rvvMmbMmEK2PO8UGYFIkqQ0VTt8m0/EW/GmZfPkFy0iglbJVweBDO6xAoFAIBAInk9Se3/U3u+FdclQ1u334lTTb9m8eXNKqfAuXbpw9+5d7O3tU8Y8qkZy2MsrRRzKgJ0dexSFVskCiJoUS2LUPeIjblNtVjX8Qh9XP2np1pIfWv1A/VL1c2d83D10JwYhP9iaskmzLIvSYA6a09M9F7E3scLqajgxlYpl20+SJL785BMWRJ/Af85e7s45yE820xn72Wc57uOdch3wXvcm/znv5niwLy22dGVD2wVUtC3/ZMbrbVDdJ6I5voV8cypyhI/R1tib6E4NQ774A2rlL1DdP85ZcEt3TphrkpJYfe0K9e/dY0qlSjT8+mu4fDnHymKah0dKqJjaqBHUqJF5fo74QOS765HurEV6uBdJS2ufav8KauXhaKXfgQdPp7JtaiHnlwkTANKkb0hNMTM7drVfwZqbWxl78icCom4x0Gc0f178h58bjOH10i1ytc//dv6HT5IPZb4sQ/2V9YkzxCEhMa3tNIY2GPrEaxIIBIK88ueff+apf1hYWIZtZcuW5b///isokwqNIiMQZUYaRS/dyd8jLly9SnhEBE2TE1EKBAKBQCB4ftD17IWsKOhmzUZZsZyQxGjC3E2I2XSMWoNqce3aNdz7teafXSMobmoNfUrSzO9P3K4lEq3bmxIi5unpmeU+QhfOZtbPA9nQxAXvOfUIfng+pc0PkCWZRqUb8U3Tb3jd/fXceS9oGtLtFehOfY6U9PhEUS3/AUrtKWCSsWx7YbOr0UimHpzKyH4js+yT2rvj7Jd/MynuewwWFnycHKoXExvL6fPnadalS5ZzuBlKsa/jajrv7I9/1E1abO7K2tZzedWp3hOvQbOph1JjKWrkSeSHc1OENyn+Pjrfr5EvTUat9BlqhUFgYpf5JJmcE6YPQSsRFkM1vyDkkz8jnTsH0VFIcXH0AnpBlqXc4/Vw3AUe1CzPG32/R9/0NcguAWncXeQ765DurEEKPoiULmuPhoTm8gZqpS/QSjRNW8XtGXE/OJgLV69SvVKlDG2SJNG1XEfeKNOaWZcX84Pvn1wIv8IbO/vzuktzfmyQ8Wp5kpLEoduH2Oa/ja3+W7kUfAk6wW1ugwHK2JZhcuvJdK3a9WksTyAQCF5qioxANP/OQS5bRjHr1l6GlG+dsv1mxE0O3T7E4Q8c2X98P/Vq18Ps0GjMdWaUtSjN9+//gZuzKye3bhXuqgKBQCAQPG+k8/ZIOHGT6L+8UYKikGxtKd67CbaVSxOdwzTp3cA9PT25GnKVP4//yeJzi4k1iYXjj9v1liUwsXFlaXMvmpVphp15FmJDZsQHoTv9GfKdNSmbNPOSKK/MQivVMffzPCG6gYNoqiroBg5CmTUTIMfcL+nDf8zNzBj55Zcpj/+YPx+vqVNZvXo1nTt3znKeynYe7O+4hi67P+JUyDle396bxS3+oFPp1lmOyQuabX2UKp1Rwk6ju/Qj8t11AEiJwejOf4t8ZRpqhcGoFYeBWdoQN2XFcrzHj6fFgAFIe/dCQACmCxeimzMHrl/n8pXz2EcnJPfekLUNer2xslidOlwvV4wBQXM4VDwWz4ptWd19NXp9FiFvMTeQ76xFursWOeRI5nNblUct/Taq+4dgk1GIeVYEPnzIzP/+4/jVq+xbvTrLc2cznRmfVx9A3wrd+OnsX0y/tJAd9/aza8NBPGxL473Dl2jZQHRiNDfCbxCV+Dj0EhUc4x0Z3mk47T3aU8OxhjhHFwgEgqdEkRGIPnRtRkDsNgaW9cQv1I8ph6ew6/oubkfeftxJB5fOX0ozznqIFefXXWbn/v283iJ3rq8CgUAgEAiePsuXLydi4iYkCxOs+jfGf+qGlMqlE9ukzSfkdcCLiYMy5hjSNA3vG9788fAPtszekrK9gn0FWpdvjaebJ8Nu7MbE1ApFU+lUsVPuDdQU5IC5yOfGIyWFp2xWy/REqfsbmBXP65KfjKgomskypAqBykkgyokenTsTHBKSUpnl7t27JCQkpJT+TU1JSyd2tV9On31D2XrHmx7eA5nW4Fva6guwgqx9XZQmK1EiLqC7PBnp1gokVKSkCHSnf0Te+Ruq3JZWx0OQP/sMKSAAKSCAiQEB6H/+OWUaz9RTZrKbREnipKaht7Gh7pQpaHXrQrVqYGbGyfsnabe0HZHOsbR0a8mqbqswTy8ORV1DvrsW6c4a5LBTmS5Fs6mE6voOaum3oVid58JbKD3Ojo50aNqUsV99lSvRxsGsGJMbjOPTyn0Zd2oyq29s5prpba7du52mn6OlI+082tHBowNuihuO1o6UL/+EYYkCgeCpExUYSGhAAG5dhcffi0qREYgAYqQYhu8czrwz8zCoBgB0ko66JevSrEwzLhy6QOt2rYkPe0isIY6Fl1YSSDB0gz5nhrK52iIaOtZ9xqsQCAQCgeDlpfZ+L0ISoyluap2mgtjMO3cY1r8/soMlDj+8g1ymGHZ2Rq+ezMLH0m9LMCSw4uIKfj/2O+eCzqVs71ihI8MbDqeFW4uUH7yf3/XJs91S6EnkU0ORw06mbNNMi6PU+xOtTLc8z/csyMzjKD0ebm5M8/ICE2MFqXHjxrFy5Uo+/vhjvvngA/r4L8TKKTyl8pm1iRWrW81h2JHxzLu6jC+OTaB98Ra8nuRJDYfKVCtWKX9JrDUNwsMhKAgpMBCuX0e77g5XO8Klo3DrIVIkSMShYwNtAHYdShme1QmwJstQpgyauzta7dpodeqw/X+TeMvfj/q2thyoVx/tww9T+p9+cJoOyzoQmRBJszLNWNN9DRYmyZXbIi8i31lj9BaKOJf5/myrG0Uh13fAttozF4VyIyA2rlWLesmVAnOLh60byzynU3WnTEJiCEg6pjUbirWpNY5WjtRyqoUsyfk1WyAQPCNUReHemTP4eXvj7+1N4IULWNjb83mXLsg5FDYQPJ8UGYFoyuEpLLBdQMIpo0twO/d2fNbwMxq7Nsba1BowXk38stGXcO8euoGDaENtjrrcYmLpACLsomi+uSurW8+hU5mCcX8WCAQCgUCQN0ISo9FJMiHJFcQ0TeOn6wGM8/ejQoUKMPF17IMVopO/2yFj+FjqbQ9jHjL71Gxmn5pNYEwgAJYmlvSr2Y+hDYZSqXjG8J3iptYpIlWOJIYhn/8W2f/vNPljVLe+KLV+BHOnPK3/mZKJx1FOvP/++1y9epUZM2awcMECrF6viPMbtSEpBjCKTrqoKGbbWFN20Ei8Tk9lW8g+toXsS5mjln1VVreeg5tFqceCT2goBAcjhYRASIjxPtVjQkORkpLytUzNQs9DW1tKvNoMzd0d3N1ZdPAg73l5gZsbmJqm9F22bBn9/f1wNjVlUY2a6GU5pSbZuaBzdFzWkfD4cBq7NmZ993VYxV5DvposCkVdyXz/xeqiur6N6vo22FTO1xoKi7x4mG3atYs9Bw+mJK/ODZbmJbCxcELRVN6u8naatrFjx1KhQgXef/99EVImEDzHxISEcH3/fvy8vbm+fz9x4eFp2uPCwrh3/DiujRo9GwMFT0SREYimHp1KgpZA/VL1+bHlj3iW88x+QFQUrWWZ1lecqdNpLJ1XvI9aTeWjgyM41nkzZa1LPxW7BQKBQCB42UmdILi4qTXWF0KJru4AwLcBAfxw8wa1ra3Z5O2Ns7OzMaQsk/Cx1JwPOs+fx/9k6fmlJCjGi0elbUoz+JXBfFTnIxwsHLIcm9pzKUs0DenmYnRnv0FKePh4s211o9eQY7Oc5ygEnjSELK+0aNGCgwcPsn79esZ/8w1X1vkS6/eQciPaGjtERYEsI0VF802NQbQJc+Ds4U3owx4iPXiATXAUZSIvYfltC/TRICl5rCyWBfHFi2NapQq4leKMepjq9vcxc1bBCSRbA45SOFpZK9Sq74NtNa7dvw8VK2aYp1OnTvQpU4Y3qlSloqJAstfaxYcXab+0PSFxIfR3rcqMGq9gsachUkxApvaoDg3RXN9BLd0FrDOG472ILF69mrVbt9KqWTPeaNPmieaKjIxk/vz51K1blw8++KCALBQIBAWBpqo8uHABf29v/Pbs4Z6vr9GLMxv8t24VAtELSpERiOo516NTyU4MbTkUvT5vy2pX35NmUxtwqNgJQl3C6bNvKHs6rMRENikkawUCgUAgeDlJH0JWe78X1pdDUyqO+TafiNfuxwJQ02LFaBlpz6oaNbHJrhpUMueCzjF692h2Xt+Zsq1+qfp83vBzulbpiomuAL7bI86jO/UZcvDBlE2a3hq12njUikPhGZ4/PG2BCIyVq7p06cIb9erh+nFHQr2vcneBD1rjeIiIgKgopIgI9HXq0CQqiswtzJ0wpOn1ULw4FC+OVro0lCiB5uTE1gsXaD9kCFr58lCuHN/9/DMTJxrfQx12jcBRS+DD+NN8YbiCZIg05im6tQz51jLU0l1wt7KEsNMA3L51i2PHj9O1a1dsgX9OrubE8RMoDV4BJG7e2MDErR8z2jKMd0uZUEq+BP5pc1xqSGglmqK5vm0UhSzL5PfpfW75xcuLXQcOMNzLC8/GjbG2ssr3XLa2tly5coWQkJACtFAgEOSX+IgIrh88iL+3N/579xITHJzrsWY2NmgFJPYLnj5FRiDa+u5Wrl69mm+X1A+7v8vB745jMdycow9PM+7kZH5uMLaArRQIBAKB4OUmfQhZSGI04ZXMURIf1yFLSEjgxo0blCtXjvbFi9OuhCOSpmYrIRhUA1MPT+V/B/5HkpqELMm8WelNPm/4OU1cmxRMyEpSFPLFScjX/kDSHlujunY1lq63dH3yfTxNbGw4qCo0k3WZPyZvgpM+Joaedcrgcf4+r+67hly9OnIufyQ8tNFx01ohxMGcV2t0wMalnFEEKlHCeJ8sCmFr+zhPj4sLYBQdrd09+NrmGL7VOqHr2YtWioKuZy+UFcsBCJUt+NmiEcNabEH2m4l89XekRKMYId9dx4DywK6lALgD7nbArskp9jUGSNYcKwBrUtImPQ5z05DRnFoYPYVc3gSLUrl+7l5ESpcsyaSvv+bzb7/lu19/ZfK4cU80n62tLba2tgVknUAgyAuapvHwwgX8t23Db+tW7vj45EnkcaxcGQ9PTzxatsS1fn10bm6FaK2gMCkyAlFuSJOwMt1J0ButW6P/Skels+XxrXWJXy/MoZlzQzqXbftsjBUIBAKB4CVEURSWLVvG2rVrOXr0KMUxeqiQjTf7peBLfLTxI07cPwFAp4qdmNZmGu72BRTKo2lId1aj8/0KKe7u483WFVDq/o5W8sU8V1BmzeTQ1Kk0Hjky08eQg0B07x7SwYNIhw4hHzwI588zI3XYQbofF5qjI2qDBgSXLIl9jRrIpUujubiAkxOxSji9t73LtcgAylgdZW6z7rQslTtxKoPIGBFBK1kHaiY/bkzsUKuORq041Fhx7sovSPEPcrWfzNAkPZpza9TSb6OV7gxmjvme60Xkkz59WLJ6NX/Mn8+7XbpQt0aNbPvbm1hhdTWcmErFUraNHz+epKQkJk6ciJmZWSFbLBAIHpEYHc0Nb2/8t23Df9s2Im/fznlQMiYWFpRr2hSPli3x8PTErrRIz1JUeKkEotRJLNOfBBWzs8PD1ZXz66/ycZc+zAn4lwEHR3Lszc244fKsTBYIBAKBoEiTPueQTqejTp061K9fP6VKWVYoqsJvx35jwr4JJCgJ2JnZ8cvrv/BejfcKLslt1FV0p4cjB+5K2aTJ5qhVR6FWHgE682wGP2My8QjKN5oGAQFIx48jHz+OdPo0UkDm+XYeEaDTcULT6OLugd7WFmX1KhRVJdjfHzsPD6RUFW5ccGZn+2W8vu1drkYG0G57b3qU78zkBuNwscw+tDD9eyhX7Xpr1ErDUT0GMmpbF2opwaiaRv8yTUmjRiYLXtGJ0Wy6toGoxGiKmdnxRqU3MXdugebSGUzts3/uijA6nY5Pe/Xi0/PnGfTNNxxatw5dNpWLdjUaydSDUxnZz3j+HRgYyO+//061atUwTZUcXCAQFA6h167ht20b/lu3cmv/fpTExFyPdShfHo+WLanQsiVlGjRAb/4cf/8J8s1LJRDlRO1KlfDw8GBw6f6cjjzPiWBf+uwdyh6Pg4ivLIFAIBAICp5HOYfebvw2Dx8+xNHRkeHDhz++qGNnxx5FoVWqH52enp5cDbnKgE0DOHL3CGCsXjqz40xcbQsozEuJQ770M/KVqUjq4xNotVRHlDq/vBCJhpVZM9F8fFCy8QLK0kPIYIBLl5CPHUM6fhzpxAmkbHJQaLIMVauiNmjAZTs7KvXpQ3BQEPW9JqC3tDRWRstBtHOxdOZgp7V4nZ7G7CtLWHl9I1vveDOu9ue8X7EH9maZC4bp81Zl1u6teNOyecZqd+jM+desOstUCBmzhgc9y/DVV1+lNCcYEvC548OgLYMICI+mgkMFdvfajZl1qeyc2l4qgu7e5fMBA/hl9mxmLFzIsA8/zNU4TdMYP3488fHxjBo1SlQuEwgKiaDz5zm3ZAlXN2wgzM8v1+N0pqa4NWqU4iXkUL58IVopeF54OQQiTYHY20jR/kjRAfDAFyn+BgMahyHfnYtq1wisqlKncmVGJnsULXX6i4YbO3Es+AxjvccypdoXz3gRAoFAIBC8mKSuUpYZtra2tGrVirp167Jr1660Hr8rlrPHy4sWyQmHVU3lvNV5uszrQpwhDhtTG6a2mcr7tQuoNLZqQLq3wVidLOZ6ymbNsixKnV+MHiMv0A/ZnHIIpbTHxyOdPk3T48fR9e2LdOoUUkxMluM0MzO0Bg3QmjZFa9YMrXFjiDaGeFVK7lPXyQld8hXmk9HRlIuIwMbaOlt7ipnZ8Xuj73i/Yg8+OzKeow9PM+rE94w5+RPNS75K5zJt6Vy2LW7W2QiBmYiK2b3/AGI2nCHp7F2CWgYRGB3IsgvL2H19NwduHyA2KRYA92Lu7Oi9g1LWRTu3UH4Y//nnrN60Ca9p0+jSvj1lXB573/v4+GT6Ppw9ezYLFiygdevWvPXWW0/TXIGgyBMXGsqFFSs4t2gR90+ezPU427JlqdChAx4NG+LWuDGmlpaFaKXgeaToCERqIqYJN5Ef3ECOvQ7R/kgxAUjRfhB9HUlLyjDEEeDGcXSAprOhW+XiyHftUO0aUdayCnObTaXbnk/4/djvvGZdnTfLvv60VyUQCAQCwQtN+ipl6Vm+fDnffvstVlZWTJw4MVOR51EOwTuRd/hw44fsvbkXgNblWjO702zK2pV9ckPDzyLfXIJ8cxlSQmDKZk0yQa08HLXqGNDnv0rTc4eqIvn4IB04YPQQOncOKSmJ5ll012xs0F55xSgKNWyI1q4dpM8XEx2d6Vi/uDhanDtLyy+/ZPXff+fKvLrFa7Cv42oWXvuP3y/O42L4Vbzv++B934cvj02ktkM1Old7h86VOlPHuU6aPJPpRcWcMNyPIGrhYXSl7Hjtg9eoO6cuwXGPvaVKWpWkrXtbJrSYUHAeai8ouoGDaKoq6AYOQpk1M2W7laUlf06axJsffMC7gweze8WKlHxCmQlE+w4f5ssvv8TDw4N///0XWZaf6joEgqKIajAQsGMHZxct4tqmTbkKH5P1eso0a4ZH+/Z4tG9PiapVjd/D9+49BYsFzyNFRiAy2+xGVUME5N5rLg2SEkVFhyi48T06IEE15+3izZhbpTWfXN5tzEfUeTPlbIpemVKBQCAQCJ4WqfPB/P7773z11VeULl2ajRs3UiOLBLctW7Zk9aXVDN46mLD4MCxNLPm51c98Uu+TJ/MaSniIfGsF8o1FSOFnMjSrjp4o9X4H26r538fzRkwM8po1yP/8k20OIc3JKUUMUhs0gMqVIXVumTwkE/YwN+cLl9J0GjYsT6bKkswHlXryQaWe+EfeZOPtnWy8tYNDQSfwDb2I78GLTDo4ibK2ZelcqTPadY3Xyr6Gic4kbWGSbNi2bRuRo9dCkgGroaXptq4bANUdq9O/Vn9al29NDccaIvzpEVFRNJNlY8hgOtq3bMlXgwahqGq2yaZDIyPpNXgw5ubmrFq1CgeHzHNHCQSC3PEohOz8v/8SExiYY3+rkiWpkCwIlWvdGvMc8v0JXi6KjEAkkfGLCkDTWYC1B5qVO5p1BePfCcXQzMuCEosceRQp4ojxZghNGWcmx0PYLj4CXvcw4+fgSAbsG8SWDmsw1YmMRAKBQCAQ5Ib0+V98m09kd9Judm7ZyVe/fEXlypXZvHkzZctm7gUUnRjNFzu+YOHZhQDUL1WfRW8toqJDxfwZpBqQ7m8xikL3tyBphjTNmmyK5vIGarn+aCXbv1DhZNly+zbyokXIy5cjRUVlaNbc3dEaNOCqvT0evXtDmTIFtnZJkvifmxtKnTooisLuQ4dIUBRqVs1ceMvM48TD1o3h1QcwvPoAguND2XJ7NxseHmBnwE5uRd5i+onpTD8xnWLmxejg0YHOlToTlRCFjZlNpvsIDQ1lxMgR/LvmXyxdLXEa6MK9pIsADKw3kMltJmOuFwlY88r3o0ahJSf2jo2L49Dx42nao2NiWLJ5M6Hh4axatYrq1as/CzMFgheeuPBwLmzYwLlVq7h/9myO/a1LlaJmnz5U7d4d59q1kYTXniALioxApNrVJirJEutSdcCmolEIsnYH81IZT3BSucypVpWhVD/QNBbMGMOH71SF8MNG4ShZMCojJ/CXE4Qq59lzaiDtG8x/iisTCAQCgeDFJnX+l6SkJJYsWcK///7Lq6++yrp16yhevHim447fO07/9f3xC/NDQuKrJl/h9ZoXJjqTvBuRGIocMB/ZfxZS7K0Mzar9K2jl+qGW7QGmRcSjQdOQjh0zegvt2IGUzutDbdQItXdvY/4gR2N5do+CtiFdJbXExETG//ILkVFRVK9cmR6dO1O5TBneSc5Boxs4CElV0C1anCaEKTUlzB3oV7E7/Vp8TmxSLLuv72bjtY1svraZh7EPWXZhGcsuLMNUZ0qrcq3oXLEzTlZO3Ii4wY3wGxy5fATfm74Yyhjga4hN/mdrZsvsjrPpWrVrQT8LLxWPvK1Gff89s5csYUCXLgAsWLmSz8aPJz4hgYkjR9K5c+dnaKVA8OKhGgwE7N/P2VWruLZrV44hZDozMyq9+Sa1+vWjfOvWyPoi89NfUIgUmXdJYvMd3Lx6lcqVK2dbXjNLJInguOKopfpBqX6omooUvh/53jzk8AMAOOigc+Ie4vy90Lt7gSSUV4FAIBAIckt0dDTvvvsu27dvp2PHjixduhTLTBJgKqrClMNT+O7AdxhUA642rix4cwHN3bLKkJMNEefQXZuBdGspkhKXpkkzL4Xq1hu1XF+wrZbfZT1/xMcjbdyI7p9/kC5eTNOkmZqivfUWygcfQLXCX7MyayaHpk6lcXIREL1ez2/ffovPqVOs3bYNr6lT0ZnoqHR9K77DZ2UbwpQZliaWdK7Umc6VOqOoCkfvHmXD1Q1suLYBv1A/tvlvY5v/towDU2mSLtYu1C1Vl2ltpuFu//xXp3tR+GrQIOwCg6ikaUibNuNaqhSejRvj6uTE6CFDnrV5AsELQ9CVK5xbvZrza9YQk001yUe4NGxIrX79qNq9Oxb29k/BQkFRosgIRAWJpmmMmPgdkdHRzJ26GMUyGPn0JHTB6wCweLAQNSkYpdI0kIX7sUAgEAgEYExIHZJoTFRc3NQ6TVJqTdPo3r07u3fvpn///sycORN9Jlczb0Xc4oMNH3DgtvHiTNcqXZnRYQb2Fnk4ydUUpHubkK9NR364N0OzWqojqsenaM5tQS5Cp0JBQchLliAvXZqhJL3m5ITaty9q796QhcfW00CWZRrWrs2777zD7999R7Xpn3L3n8Nc+m0bXso0vtM08nv5TSfraFKmCU3KNOHHVj9yOeQyG69uZKvfVhKUBMoVK0dYQBgPrz1k5ICR1Ctfj7J2ZUUo2RPQ5shUrJzC2XZkKrsajUzTVrZ0aSbN+ZupU6eivdGJNkCb1157NoYKBC8Yea1C9iiErGbfvpTIInxXIMgNReisqOCQJIkr/v7sPXKEqePHU8ylFmrl3zgUL9Mkag16CeSQzXAhCKXKHDAp9qxNFggEAoHgmZC6hH1IYjS6ZO/aR0LRIyRJYtSoUTRu3Jjx48dnmvT3v4v/MWTbEMLjw7EyseL3dr/Tt2bf3CcITgxDvv4Pst8spNgbaZo0vQ1q+fdRPQYaQ9GLEqdOofv5Z6RNm5CS0lZtVWvXRv3gA7SOHcH0+cqhaGJigm19N6zKO3L9t138+OefnHdwYFHlKthmkx8jq7LpqZEkiaolqmK4b+D01tNMmTIFV1fXlPw4Iul0wRCWFEOkuxlKUkzKtty8PgKBICN5rUKmMzWl0uuvU+vTT0UImaDAEO+iLOjaqRM7Dxxg465d9E1WYevX+IkPN3kz0yEMKxnkyONI597BUG0hmIvqZgKBQCB4+di7d2+aHEPpOXnyJBYWFlSrVg1PT89Mq0tFJUQxfMdwFp9bDEADlwYsfHMhFRwq5M6IiAvIfjOQb/6LpMSmadKsK6JWHILq1hdMMk9Y/EJiMCCtW4f811/IPj5pmjSdDq19e9QPP0SrV++5T7RtWtwa93EdqbkhkuXr19PU9wxrq1SlfBb9cxIgUotADx8+ZPXq1TRq1IjPP/9cCENPASEQCQR5I69VyFzq1KFWt25U7dwZCzs7cHF5ClYKXhaEQJQFb77+OkPGjmX1li30TS7LaqozpVaFIbQ4O4ltpWVK6FSkuAD0Z99GqTofzabWM7ZaIBAIBIKnR+39XliXDGXdfq804WSPiIiIoGPHjjg6OnLmzJlMQ8qO3T1Gv/X9CAgPQJZkRjUZxbhm43JORK0pxmpk16YjB+3J0KyWbI9acYgxjKwo5QwMDUWePx955kyk27fTNGnFiqG++y5q374vzA8GexMrrK6GE1OpGAt/+466Z3wZe+sml+PiMhWIHoU0LTswEUOpkmned5cuXWLdunWsXLmSadOm0apVK1q2bMmFCxeoWLGIeY0JBIIXmjyHkDk5UfOdd6jZrRslKuTy4olAkA+EQJQFJRwcaNmkCbsOHCAiIgK75O0fVXqXH8/+RYNb4Zyp6ISdIQgpKRjd+Z4olWegOWR9FVUgEAgEgpcJOzs7fv/9d8qWLZtBHFJUhZ99fuZ/B/6HoimUtS3LgjcX0Kxss+wnTQxHvrEA2W8mUsz1NE2a3hq1XH/UCoPAplJBL+fZcvEi8vTpyEuWIMWlS7ZdrRpK375oXbqAhcWzsS+f7Go0kqkHpzKynzF/zUhXV7o5OVHO1BQFCAkLw6FYsRTPn0chTTrgQUIUZ86cYe3ataxdu5bLly8DYG9vj7+/P61atUKSJCEOPUV0AwfRVFXQDRyUZRU6geBlJc8hZI+qkHXqRPlmzUQImeCpIN5ljzAYMEtIgKAgiI2FuDg+qVOHEwcOsHHjRt5r1QoAaxMrhlR9n/+d+Y03Aouxr1xZ5KgTSGocuksDUN2+Qi35LujtctihQCAQCAQvNr7NJ+KteNOyufHiSHFTa4IToojbdI5SLY1etb169cow7mbETd5f/z6H7hwCoEe1HvzV/i+KmRfLemeRl4xhZDcWZxJGVgG1wmDUcv3AxLZgFvc8oKpI27cj//kn8q5daZo0SULr0AF12DC0Vq3g/v1nZGTO5DXcqJy5Oagq4RERNO/alT5vv82YZG/uuJshEGcg8sxtQk7epOGDvwBwcnJiwIABvP3223h6emJikoMHmqBwyGMVOoHgZSDPIWTpq5Ddu/cUrBQIjLxcAlFSEtKxY0jr1iEdPox08ybExUFcHFJSEl8CzJmT0r178i1i4EB0NWtC+fJo5cvzpWtptgebczLxKlvq/k1HU2fkkM1IKOhu/oR86xc0h7aoTl3R7JuD9HI9zQKBQCB4NqROGP20SL2/k03GM3LkSGbM3EfDSFfokrH/igsrGLptKBEJEdiY2vB7u9/pU6NP5rlhNA0pcAfy1d+RA3dlaFadXzeGkZVsV7TCyKKjkRctQp4+HenatTRNmrU16vvvow4eDC9ImEF+89HIskzF8uVJSHWV/c7sA8TfDjO2l7Bm6NChvP322zRp0gSdTlcg9goKFpGPSPAyIqqQCV5UirZyoapw7hyytzfSnj1IBw4gxcTkPC4ddomJcPKk8QYUA44mt92eOwwat0N1bYRc/Ai4gWSeiBSyGTlkM5pZaZQKP6MVy8FlXiAQCASCHEgtAD0qKZ+6nHxOCaMLk4MHD/L5559z7tw5PD09+e2339K0RyZE8vn2z/n3/L8AvFr6VRa+uRB3e/dM55OC9iKf90IOOZxmu6azQi3XzxhGZlulUNbyzLh+HXnmTOT585EiI9M0ae7uqIMHo/bvD3Yvrpfy68d+ISQ+iuIhNuxu/FW2fW1tbFg7dy6RUVEp20p0qI4SmYB1lZKEv+LGL6//UtgmC7IhdQ6prBACkeBlId8hZP36iSpkgueGIvculG7cQNq7F3nPHqS9e5EePsyyr+boCDY2YG6OZmnJjcBAylWtCpaWaBYWSJrGvWPHICAA1yzmKBOUAOs3PJ5TlsBVRiqvgDtI7nfRR7+HUqYfarnRoLMs4BULBAKB4GVA17MXsqKgmzUbZcXylJLyj8rJ63r2opWioGvfAezsUH4t+B/OmYlSDx484JtvvuHff//F1NSU0aNHM3bsWMzMzFLGHblzhP4b+nM9/DqyJPNN028Y22wsejnjaYgUcgz5/LcZEk9rVu7GMLLy/cHkxRVIMqBpSAcOIP/xh7FMfbrQHNXTE3XoULROnaAIeMiEG2KRJZlwQ2zOnTFWIrtw/nyKyGD/WkV0yd5iEbKoSPbUsbHhoKrQTDa+F9PnkErfLhC8DDxxCJlA8BxRZAQi/ZdfUmXjRszu3s2yj1ayJFqrVqh166I1bZqhwseKqVMZOXJkmm1ScDBlGzaka4sW/DtyJNL160YRKiCAG2f2UvpmKGZKqv6qBrcUuAXse2Qc6MouQq6wFrVRH7TqLdE8PKB48ee+9KxAIBAInhMiImgl60BVsm+XdRARUSgmpBalDAYDM2bM4LvvviMyMpL27dszbdq0NAmBg2ODmXFiBj8e+hFFU3Czc2PhmwtpUiYTj4Lws+jOeyHf35xms2ZbFaX6t2ilu4BUhH50xscjrViB7s8/kc6eTdOkmZmh9e6NMmQI1BIVUkXZ9OcHZdZMNB8flCxeD2XWTA5NnUrjdOfTAkFRQ4SQCYoqRUcg+vdfpFQuyACarS1a8+ZGUahVK6ha1SjI5CHRl1OJEowfP56apUtD9epo1aujJbfFR17H7r9WVAvUWFNiKGX9HxpP8q5eRVJSncAbgACQAqLQ7ZgFzHpsn7s7uLujeXgYbxUqgIeHEI4EAoFA8EzILo9RcVNrrC+EEqRE0/Drhpw/fx43Nzfmz59P586dUTWVo3ePst1/O9sDtnPi3gm05G/Nd6u/yx/t/sDOPJ33T9RVdBe+Q769Ms1mzcodpfp4tLK9ipYwdP8+8uzZyHPmZPBy1lxcUD/9FHXAAHB0fEYGFi7F9JZY+IcRV/nxVXMh/rxYiNdL8LKiGgwEbNkiQsgERZoi9S5VTUzQGjeG1q3RWrVCq18fCuBAHDt2bKaiUkXb8nT26Mgq3WZGlb/Jkk/+NDbExSFdvIh09qzxduYE0vXbGcZLkZFIZ87AmTNptmslSqA1b47avDlas2ZQosQTr0EgEAgERZsEVcUnPIIkTeX1ZJf1e4GB+F68SN3q1Snp5ISqqmzZswdNM4o2ae4dHNA0jeXLlxMeHo6rqysNGjQA4PDhw9y7dw/frhPx2u3FmTO32HPtGmPGjOGDoR9w4P4B+q3vx67ruwiJC0ljVy2nWoxoPIJ3q7+b1uCYm+gufo90czGS9viiimZRGqXaWLRy/UEuOpWopBMnkP/8E2nVKqSkpDRtasOGxjCyrl2hiFff2tHwS372/plRfb9M2SYEB4FA8DwTdOUK51av5vyaNcQEB+fYX4SQCV5kioxAlLhiBVfs7alUp06hVLHQNI0bd+5QvkyZNNu/qjmIVTc2s+rGZibUHUEF23JgYYFWv75RoHpEZDjy3h+RT/6HdF+Fe6A9ACmTzxgpOBhpzRrkNWuMZWzfegslXbJPgUAgEBR90njz2NmxR1Fole47TotP4s8//2Sajw/3EhPQSRKJLVsBsP/IEfp9/jkrZs3i7fbtUVWVdwYMyHG/a9asoUePHixZsgSAX375hU2bNtG1a1dUVPqP64/b+25sC9vGD3//kGasnZkdrcu3pr1He153fx0Xm7Th3MTdR778M7L/HCTtsVCimTmiVvka1eNT0Jnn9al6PjEYkNauRf7rL+TD6ZJt6/Vo77xjLFP/6qvPyECB4MkRAp+gKJISQjZvHvfThQFnhgghExQVioxApHp6ol29WqBzpo557z98OOu2bePeqVNYW1ml9KlbvAbtSrdg+919/HJ+NjOa/Jj5ZLbFUN/8GbX1++ivfYkUcwkJIAHUyEqoSg+ku7FIvr5Ihw8jxRqTN0qahrRuHdKuXaiffYb6/vtgalqg6xQIBALB80ft/V5YXw4lWrcX3+YTUVYsZ4+XFy0mGpND2yum3Fl7hPg1pxkRHouzqSkT3T0olSo5dMO6dZkzeTJ1q1cHjGXD502bBpBSVl6SJOPfxYrx2YWlyLKMqmkM6TQEMIpU/Yf0p1SHUvRe25tNppuI3xmfxtY6znVo59GO9h7tebX0q5kmnyYhBPnKVGS/GUhKXMpmzcQOtfKXqBWHgd66wJ6/Z0pICPK8ecizZiHduZOmSSteHHXAANSBA6F06WdkoEBQcAiBSFBUEFXIBIIiJBAVNLqBg5BUBd2ixSgb1tO+ZUscHRyIi49PIxABfF1zMNvv7mOR32rG1RmOi6Vz1hNbVcVQaz3y7T+Q78xAMlORHa8iyVNQG3+NMmwOJCYhnTqFtG8f8vLlSOHhSNHR6H74AXnFCpQJE9Bee62QnwGBQCAQPEtCEqMJr2SOklylDMDT05OIiAhmzJhB8B8LiAkJoXTp0oz0+p6P163HwiT5AkJyImv3smVxL1s2Zbwsy/Tt2jXzHbq48PWuk0hKEomxwVw0v0iXBSNICLxBrJLs7voAkMDe3J425dvQzqMdr7u/TknrklkvJCkS+ervyFd/RzI8Lt2u6axQKw1DrfQFmBYRF/wLF5CnT0f+91+kuLg0TVr16ijDhqG9+y5YWDwjAwUCgUCQHlGFTCB4jBCIsiIqimayDMnlZnt36ULvLl0y7drMuSGNnepzOOgkf1yYx08NxmQ/t2yK6jYSzaE1uqsjkOIDkNQEdNf/hxSyA6XS72iNG6M1boz66afI06YZTzY1DcnfH33fvqgdOqCMHQuurgW8cIFAIBA8jyQlJbF//3569uxJeHg4bm5ufPfdd/Tr1w8zMzN0Gzflab7IxCguhV9jw8mtJBZXuRh3i+A7PqhJMQAMurQqTf/6perTzr0dt71vM3v07My9hFITdw/Z/29k/9lIiY/zEmmyGarHQNQqX4G5U55sfi5RVaStW41hZLt3p2nSJAmtY0fUzz5D8/QUBSjyQZsjU7FyCmfbkansaiQqYwkEgoIhz1XInJyo+c471Bw0SISQCYo0QiBKRjdwEE1VBd3AQSizZmbZT9O0FLf8R0iSxNc1B/P27o/4+8q/jKo1BHszuyxmSDWXTV0MdTYj3/wZ3f0FAMiRR5HOv4uh5kowdQR7e9RJk1CHDUM3aBDyqVPGflu3Inl7ow4Zgvrxx2BeRPI1CASCXFN7vxchidEUN7XGt7kx7Ci7ClSCF5NHiaT1ej07duygRIkSTJkyhd69e2OSh4TGN6Pv0Mr7c8LiHpCUGEmCIVXlz3QXTGVTa9q4NuFAbBCmVs6Y2LpyuIPxu9Frj1fW4pCmIYUcRvabjnRnLZJmeNwk6VHLf4Ba9RuwLAIXN6KikBctQp4+HcnPL02TZmOD+v77qIMGQYUKz8jAokFYUgyR7mYoycKlQCAQ5Jek2FgCdu7kwrJluQ8ha9uWWt26Ub5ZM2MImYtLtmMEghcdIRA9Ip3HUGZMnjGD3+bO5fK+fdja2KRp6+jaihr2VTgfdpkZlxcytvZnuduvzgLVfQKaw+voro1ESryHFH8d/YW+GGquAH2y0FS3LsqqVahr16L78UdjIuv4eHTTpiH/9x/Kt9+itWmTz8ULBIIXkZDEaHSSTEiqEKS9e/cKgegZkRtxLi8CnqZpRC44RNKtEGj7C5IksXLlSpydndFnlufgURLr6Giwe3yRwi/yBpPPzWCJ3xoMqQQbgFIWTlhFmNGxTluqlWvIN9d3YWpZAk1nwqY203DdNQKdJKNoWX83AqDEId1aic5vOlL4mbTrkHRoZXuhVBsH1h65WvtzTUAA8owZyAsWIEVGpmnSPDyMF2769QNb22dkoEAgEAgeER0YiN/mzVzbuJHru3djiI/PcUyaELJ04cICQVFHftYGPDfY2HDQwhzSCT+psTA3Jzg0lMOZuCFKksRXNQcB8NfFf4hJis3T7rViTTDU+g/N1KhKS7GX0V18H5RUV8xkGa1rVwx79qB89BFaciUb6dYt9AMGoPvwQ7hxI0/7FQgERRtvb+9nbcJLw969e7Nt1/XshTx9BrqevbLs4+3tTVJyCXRJklBDolEeRBIREQFA6dKlMxeHwJjEuno1ErZs5MyfY1nst5p++z+nxtpWLLi2EoNmwMqiFK6OTXF36Ujgu77c8a7PvBNV+XX+fT6s8yEmNqWQ9WaZzp8psbeQz45Bv8kd/YmP04hDmpkTStVvMHTyQ2n4z4stDmka0t696Lp2RV+1Kro//kgjDqmtWmFYswbD+fOoQ4cKcehJyOF8zN7EilIBCSiaSnHTIpLUvIghklYLniWaphF86RI+kyezsHlz/ihbli0DB3Jt8+ZsxSHrUqVoPHIkn/j68v7Bg9T75BORX0jwUiI8iJJRZs3k0NSpNB6ZdXx70wYNADh04gTtPD0ztHcv14mJp6cREHWL+deWM6zah3kzwqw0hhpL0J/rgZQUjBx1Gi59jFJtftp+trao48ej9uyJzssrpXSuvGcP0sGDqJ98gjp4MFha5m3/AoGgyCE8il4MNE3Dv9Mb/HntGsNCgjmdnCTTdnBLVDMddnbZhy0bVAMLfBewwGQBv0z5hQQlIU17B9eWfFNrKEOubErxCLI3s8vgPVvc1DolbPHRY+sLoURXd0htLVLQXmMY2d2NSKT1LlLtX0GtOBjNtTvo8iA2PY/ExyMtX47uzz+Rzp1L06SZm6P17o0yZAjUrPmMDCx6KLNmovn4oGQhMuxqNJKpB6cyst9IEerxnCIEIsHTRlUU7hw+zLWNG7m2cSOh6cJ+s0JUIRMIMiKOgjxQq2pVrK2sOHTsWKbtelnPl9U/YeiRcfx6fg6fVn4PU10eS9JbuGOovhj9uZ5ISiRyhA/4jUZxXZmxb6VKKEuXom7ejG7SJKQHD5ASE9H99RfymjUoY8eidewokmIKBC8pup69aKUo6Hr2Qlmx/Fmb89KTvkz9nj172Lt3LydPnuTkyZOEhoYC8Kq9PQ8ePDCKM9dCia5eLMs5NU1js99mxuwZw+WQy0a/YAVsTG2obV+Vug7VUX1i+PX9yQDYB3hjdTWcmEqZz/kol1Xqx167vZg4aCIYYpBuLeOzCvPQ7/sprR2SCVqZbqgVhqAVb5i/J+h5QdOMYWQLFyLPnYsUHJy2uXRp1IEDUT/6CEqUeEZGvthUq1Yt2/acBAYhQAgEgsTYWK6vW8fVjRvx27KFuJCQnAcBkk5H2ddeo0rXrlTr0UN4CQlyxbx585g/fz63b98GoEqVKnz11Ve0bduWsLAwfvzxR7y9vblz5w7FixenU6dOjBkzJs0Fvtu3bzNixAgOHjyIlZUVvXr1wsvLK0vP8GfF82XNMyanEw69Xk+jevU4eOwYCQkJmJllvDLar0I3Jvn+zp3Y+ywLWEf/ij3ybohVVZTqC9Cdfw9JjUV+uA71/jY0amXsK0lob7yBoWVLY2ndOXOQkpKQ7t1DP2QIapMmKBMnQsWKebdDIBA8d+QpCXVEBK1kXUrJc8HzQXR0NMOGDePff/8FwNzcnDp16lC/fn1CQkJYuHAhkiThWyaVOJMJJ+6dYPSe0ey/tR+A4hbFGd10NJ0qdMLd3h35/gMAph6YmjImjfcFGMN5VIVmsi5Le4uZRCCfHY0c8A9SUhglU9VE0MxLoXp8jOo+AMyzKXX/vJIsBkmnThlvZ84gnT6NlCzWpUZ99VXUoUPR3nkH8pAcXJCRnASi1NibWGUQNYVAJBC8nEQHBXFt926u7dzJ9YMHc0wy/QhTa2vc27WjUufOeLRvj4WDQ86DBIJUuLi44OXlhYeHB5qmsWzZMvr06cO+ffvQNI0HDx7w3XffUaVKFW7fvs2XX37JgwcPWLhwIQCKotCzZ0+cnZ3Zvn07Dx48YNCgQZiYmPDtt98+49WlRQhEqcjNCUfTBg3YdeAAp86fp3H9+hnazfXmfF59AN+c+JEp52bxnkdXdNmceGeFZlMPxeN/6K+NAEB3ahiGWltBl0XYmJUV6tdfo3brhm7iROR9+wCQfXyQOnQwVlP5/PNscywJBILnn+xCxmrv98K6ZCjr9nvh23wiiqbx953b1LK0pNFTtlOQOQ8ePKBhw4b4+flh3agCbq/VRmntwf5WkwDw8vJKUynTM5Nw5oCwAMbvHc9/l/4DwExnxrCGw/i68dcUMy+W0k/atBl50yZKmpshbdqM9kYnIO13XZbhPJqGFHwA+dqfjKy0AfmKlqZZLd4YtcJgNNe3Qc6jp+yzQlXBz++xEHTqlFEMSs7vlBmaXo/WrRvqsGFoyWHmgqdLBlFTIBC8NGiaRvC1a1zduZNrO3dy78yZXI+1KV2aim+8QaXOnSnbogX6TC7sCwS5pUOHDmkejx8/nvnz53PixAn69u3LokWLUtrKly/PuHHj+PTTTzEYDOj1evbs2cOVK1dYt24dTk5O1KxZkzFjxjBhwgRGjx6Nqenzcy5VZAQiRVHS3OfQOccuOg1AAy15zuQxjevVA2D/0aM0rFMn07EfVejFz2enczUygLU3tvG2W/vcLCEjDm8h2f6HLvIIUuxNpJu/YXAblf0YNzeUefOQd+1CP2kS8p07SAYDurlzkdevJ2nUKNQuXXIXdpZq3QVGQc+XnzkLw4anQXq7C2AdeTpuCsmGPO+zoPu/YGialvJ6OZhYYXMxjKhq9iiKklIO/VGfu3HxfHnlMq3sHVibn+O5oPtn1v4ifMZkupuMx07q1yYzVFVl48aNREREMHnyZKZUv0WIrENV41LGpZ+jefPmKY9D4kL4yecnZp+aTZKahIREnxp9GP/aeMrals1gDx3aQ4f23P/lFwwd2qc8N6+++mqafimPFQWUOHS3V6Dzn4EckZxzJ/nrQpNNUV17YPAYhGZfL3kjz/cxd/8+ujVrkDduRD51CikqKschmrMzat26qI0aobz3HpQubWx4ntcJT9++fB7PanK+KzWbqrHpyfLYet5fk8LkSdee1+/zF+WcsAiT53O2J99h4fbPYg7VYODOyZNc27ULv127CL91K9fDHWvWpOIbb1DxjTdwrls3zQWXfD9vz+LcNycb8tpeGPss7PEFRFbHzaNz5sjIyDTvEzMzs0yjhNLPuW7dOmJjY2mQxcWjyMhIbGxsUsLHjh8/TrVq1XByckrp07p1a0aMGMHly5epVSuTSKFnRJERiAICAgDwy0VSMn1QUI59KioKaBKoGleuXEkZU9zWFr1Ox659+3g7m7LyPZ3eYPadpUw6+Rs1kyqkeePlBVPdJ3hwEpkkdPfnciO+Hgl695wHursjzZxJiZUrKbFiBXJiItLDh5iOHEnMP/9w55tvMKR6g2aGISoqV89VXjDk4uQ8r+TVxsKw4WmQfp0FuY7cHDeFbUNu95kTL+rrm1sSExO5cuUKAMsde7Ho5iL6tejFlStXUh5bPtQzbts4fjA1ZXXNmjSxsU3zOZZb8vpc5jR/ZvO9CJ8x2fHo2Kk0ZhyesoTWtTtXfzB6A/n6+lK7du00/du3b0+HDh2oXr06s+4uotjlKMIr2aS8plWrVk35+xEJSgJLA5Yy78o8og3RADRybMTw6sOpUqwKcffjuHI/7Rh4/NwmJSXh7++f7Tr0ShDF/PZQPGwNeiU8TVtEohWxpfsT6tANg94BgoCgjPt7XtCFhWG3ezf227ZhdfIkkqZl2TfJ0ZHYatWIq1KFuGrViK1aNe13Y3Q0XHl+15qagj6WcuJJj+fr16/num/FihUzfQ8X9c/77HjS1zv9c5ebz+8X/fO6qJDbc7Yn5WmefyXFxBB0+DCB27bx4OhREnM5l6TTUbx+fUp5elKyRQuskgX9CCDi6tV825OaZ3Hum5MN6Xkefl+l53k7vtMfN5Ik4ebmRo0aNYiOjk7ZPmrUKEaPHp3pHBcuXKBdu3bEx8djZWXF4sWLqVKlSoZ+ISEhTJkyhf79+6dsCwoKSiMOATg6OgIQmFyY5HmhyAhE7u7u+Pv7U6FCBXS6HEK6chFmpdfpQCeBolG5cuU0Y+rWrMnZy5cpX748sixnOn5s6eEsWrOGizHXuGn5gNYuzfK0nsd4oNwZgnznNyRU3JNmkVjpP5Ay328GJkwgacAA9N9/j27HDgCsLlyg0qhRJC5ejObmlvVYF5eCD0krjIojebXxRa16kn6dBbAORVHw8/PL3XFTSDbkeZ858aK+vrmg7sGJ2LjFsOXhck438wKgbdu2xs+oZKytrZk0aRJubm6Mdy1LRydnUFQsK1dGs7bOm1id1+cyp9cqs/lehM+YTEh/7JjGxdFWJ4Oiprwey5cvp0ePHkyePJmGDRvi6emJq6sr77zzDgAXKn/PxAMT8RrolTJv6tdS1VSWX1jOhAMTuB1pTIpY07EmP7T8gTbls75AkULyc2tiYoKHR+Yl5qWoE+jvL0QO3Y5E2qtrqkNDDB6DOeLnQIvX2vJcp/EMD0e3cSPyf/8ZK3pmcuVSK13a6BlUrx5a3bqodepAyZKYAWZAsadscoHztEPI83k8q6rK9evXsz2HSk9W79+i/HmfI0/6eqd/7nLz+f2Cfl4XFfJ8zvakFOL5V0xgIEHnzhHk68utAwe46e2dt3xCzZtTsW1b3Hv2xLywk0w/i3PfnGxIz/Pw+yo9z8nxndVxo2kaiYmJnD9/PoMHUVZUrFiR/fv3ExkZyfr16xk8eDCbNm1KIxJFRkbSs2dPKleunKXQ9LxTZASiRy+4TqfL+UMzNx+qUvJ/kmacL9WY1xo25PiZM1wJCKBGqpP51JS0cuKjSr3469ICpl6YxetlWuRyJZlQZhBaxBakqKvI0WcwebgctVTf3I93c0P9+2+0ffvQjR2LdOcO0t27mL77LoZ//4UKFTIfl27dBUJhfKHldc6n8aVaGKS3uwDXkavjppBtyPU+C7r/C0RoUgwRlcxRkmJSXq/WrVuntB8+fJjJkydTvHhxNm/ejM3YcexRFJoCo0eNguhopuYlEV5BP/eZtb8InzHZ7i752En5zjBuq73fC+tSYcxZNZiwyUtpXOcVWrVqRcuWLdMca+kfP2L39d2M3jMa30BfAFxtXJnQYgJ9avTJfV675HmbNm2acR9x19Fd/x45bFeazSnVyCoORXNogAS0KpfLJ+NpEx2NlCwKSTt2IGXy40KrWBG1Rw/U7t0hVWJkCShynxRP+7PvCY9nWZaf/EduEf68z5GCfu5y8/n9gn9eFxVyfc725Dt64v6qohB67RqBvr4E+foSeO4cgb6+xDx4kKepbUqVolLbtlRs0wa3Ro3QPcrX8jQqST6Lc9+cbMhre2Hss7DHFzDpj5tHIWa2tra5vnhqamqKu7sxkqdOnTqcPn2aWbNm8dtvvwEQFRVFt27dsLa2ZsmSJZikKmjh5OTEyZMn08z38OFDAJydnfO9rsKgyAhET5NOrVujqiqWFhbZ9hte/WNmXV7C3geHOfbwNA0d6+Zvh7IZSv0Z6PcarxjLNyejFm8HptmHiKVHa9ECw5o16Pv0Qbp2DSkwEH3PnhgWL05z4iwQCF48Ll++zNtvv40sy6xfv54KFSqklFVvPmECxz09OXr0KP179KBmJu6wgoIlJDGa8ErmmGKO3U9vs7r7b0iSlCHBePrHZ4POMnbPWLYHbAfA1syWrxt/zbAGw7Awyf47JyvSFGAwRCHf+Qv53nwkLSlls2ZSArXiQFT3j8GiVL7281SIi0PautUoCm3ZghQXl6GL5uaG2r27URSqUyd3OfcEAoFA8EQkREUZvYLOnjUKQmfPEnT+PIZMPqdzg3O1alRs25ZKbdviXL16vtN1CASFhaqqJCZfnIqMjKRbt26YmpqydOlSzM3N0/Rt0KAB06ZN4+HDhymhZd7e3tjY2KTxHn8eEAJRHvHx8eG1Jk147dVXc+xb1ro077q/xWL/1Uw+N5NVrf7O9341x+aoTj2Qg1YiKVHoAiaiVJme94mcnDCsWIG+b1+kCxeQQkLQv/suysKFaFkk3RYIBM839+7do3PnzkRERLB27VpeeeWVlDZPT08kSeLXX3+lcePGjJg4ke1Ll4oTrUImbtt5zKq4YFK+BCYejjjkUFL3TuQdJu6fyKKzi9DQ0Mt6BtYbyDdNv8HRyvHJDdJUpKBV6G5ORkoKfrzZ1Bml7Ag0x7fAtfyT76cwSExE2rkTeeVKpI0bkVLlCniE5uKC2q0bWo8exmpj4v0tEAgEhYKmaUTdv0/gxYsEXrpE4MWLBF26RNiNG080r6zXU7ZRI6OnUOvW2Lm6FozBAkEBMHHiRNq0aUOZMmWIiopi1apVHDx4kNWrVxMZGUnXrl2JjY1l9uzZREVFEZWcg6lEiRLodDpatWpF5cqVGThwIBMmTCAoKIjvv/+eAQMG5JgU+2kjBKI84uPjk3I1VlXVHOPnR9YcxBL/NWy4tYNL4X5ULZZFOFcuUMp9gxS6C8kQihyyGTW0G5pD5uWus8XBAcPSpejefx85ucSv7r33UObPR2vYMN/2CQSCp09ERARvvvkmN2/eZO7cubRvn7Zq4iMPlXr16vFhr17MW7aMNVu30rVjx2dh7nOFt7d3Bg+evODr65vpVZ85c+YQ9Yc38dVKUXxq92zniEyIZMrhKfxx7A/iDMarrF2rdOV/nv+jgkP+vy9SI0WeRA6YgBxzLmWbJpmilv4E1XUQ6KwKZD8FisGAtHevURRatw4pPDxDF83REfWdd4yiUNOmkMt8NgKBQCDIHUpiIsF+fiki0KP7uEw+k/OKiaUljjVq4FSrFm7Nm+PRvj3msbFPbrRAUAgEBwczaNAgAgMDsbW1pXr16qxevZqWLVty8OBBTpw4ARjPt1Pj6+tL2bJl0el0LF++nBEjRtCuXTssLS159913GTNmzLNYTrYIgSifzFi4EK+pUzm5bRtlH5XAzYSqxSrwZtnXWX9rO1PPzWTea9Pyv1MTe5Ty49Bf+xIAXcA4DHY7QWeZ97ns7FAWL4YBA5CPHEGKjkbXrx/KnDlor72WfxsFAsFTIyEhgR49enD27FkmTpxIv379su3/3ciRrNq0iVHff0+Hli1zDJMt6uzduzeNQJQXwajuwYlYhobw48FLnG3xXcr2+ffuMWTIEHSl7LD/pqPRUyuTKlqKqvD3qb/534H/ERxn9Ohp6tqUn1r/xKulc/ZQzRVxAehu/Y4cvD7NZrV4B5RyY8C8TMHsp6BQVaSDB5H++w95zRqk5Nj81GjFiqG9/TZq9+5onp6gF6cxAoFAUBDEhYYSePasMVfQ2bMEnjhBsJ8falJSzoNzwNrFBedatXCuVQun2rVxrlUL+woVkNPnqRECkeA55c8//8yyrVmzZoSFheU4R9myZfnvv/8K0qxCQZxZ5ZMSDg5Uq1SJ0PDwbAUigK9rDmL9re0sC1iPV90vKWudff/s0BzfRg1ahRzhg5RwF/n276jlvsnfZNbWKP/8A59+irx/P1J8PLqPPkKZMQOtTS4q5AgEgqdKcVNrQhKjKW5qDcDIkSPx9vZm4MCBuaqU4Fi8ON9+8QUjvvuOabNnM3748EK2+Pml9n4vrEuGsm6/F77NJwIZBaPU6Hr2gogIo7i+YjmhSTGEVDBFSopJ6bPk/j0+uXyJcuXKETXBE10J60znehD9gA82fMDuG7sBqORQiR9a/UDnip2fPPRPiUO6sxo54B/k4ANpmjTLKijlv0Ur1iSLwc8ATUM6dgxp5Urk1auR7t3L2MXaGu3NN42iUNu28Cg5qUAgEAjyjKaqhF+/TqCvb0quoMCzZ4m8ffuJ55Z0OkpUqYJz7do41aqVcm/lWACh0gKB4KkgBKJ80qNzZ3p07pyrvg0c69CyVBO87/vw24U5/PLqhPzvWJJQPCYhnW6PpCUi352L6vgWWOUzybSFBcqcOTBsGHJyFRjdwIEov/2G9skn+bdTIBAUOI+EDDDmAIiJiaF58+b8+uuvuRYWBvbty9xly5gycyb9unXD7SWN8X+URFpJzJjPJlMiIkDWGe/ToWkas+7eYdiVK7iambF9+3Ze8/8r02l2Xd/F++vfJyg2CEsTS35o+QMf1/0YE51Jpv1zhaYhhZ1EurEI+dZypKTwtM36YqhlR6CWfBek5+BrX9PgzBnklSuRV61CunkzYxcLC7SOHY2iUIcO8JJ7uwkEAkFuUBITiQkKIvbhQ+N9UBAxDx+m3If5+xN09iyJmeRyyytmNjY4Va2Kc7VqxluLFpSoWhV9uuS8AoHgxeI5OFN8Ofi65mC87/sw7+pyhlX7iPI2T+Dab+GOWmYoulu/IKGg8xuDUms1SPksJ2hmhjJ9OowYgbxhA5LBgO6zz1DMzYUnkUDwnCJJEvPnz0dRlDyVuzUxMeEXLy86vPceo3/8kWXT85HsvghQ3NQa6wuhRFfPPHl07f1eKd5aqYW59KgxCfTp04dVV65Qztyc7XXqUr58efBP28+gGpi4fyKTfSajoVHDsQb/vv0vVUtUzf8i4h8g31yKfGMRUuTFDM2ahQeq87uozt1Bb5f//RQUFy8aRaGVK5H8/DI0ayYmaO3aofbogfbGG2CduQeWQCAQvCxoqkp8eDgxQUFEBwZy98wZYry9iQsOTiP8xCaLQvEFkBsoM4qVKZMiBj26t3N1TXtxysWlUPYtEAieLkIgegLWbdvG3//+y5I//8ShWLFs+7Yq1ZTmzq+yP/Aonxz6iu3tliJL+U+oqZb+FPnheqQ4f+ToM2gPlqKW6pvv+TAxQfn1V7CwQF6xAklV0Q8YgDJpEup77+V/XoFAUODEx8ej1+vR6/V5Eoce0bpZM95q147Vmzezt08fPJtkH3L0pMmcnxdSr8O3+US8dnsxcVDm4k9IYjQ6SSYkGw+jpKuBRE7ZwaoHkbzj6MicajUoppNR0vVTEqJos6QNPnd8APik7idMaTMlf2XrlQSk+5uQbyxGerAdSUu7N01ngebaDdX9Q7SEcs++mpefH/J//xlFoQsXMjRrOh1a69ZGUejNNyGH71KBQCB40UmKi8vg2ZPmPvkW+/AhsQ8fohoMT802nZkZjtWrG3MFlSuHc9WqOFWpgrndc3CRQSAQPBWEQPQEPHj4kF0HDuBz4gRv5OBpI0kSs5tOpv6G9ux7cIQZlxYytNoH+d+5bIbi8QP68z2ND29ORnV4Hcyc8z+nTofy449oFhboFiwwbho3DuLjUQcMyP+8AoGgQJk+fTp///0369evp0qVKvmaY/K4cfjfvJljaJquZy9kRUE3azbKiuX52tfzQvocQ56enil/63r2opWioOvZK1fr1DSN6DkHUUNi+OOPPxi8dh2STg9qWsEmPiyAcP+d+Cjx2JrZMqvjLLpV7ZY3wzUNwk8jPwohSwzN0EUt0RS1XD80165gYmvcmEk+n6fCzZvG0LH//kM+dSpDsyZJaC1aoHXvjtqlC4jcFAKB4AVF0zQM8fEkREQQFxKSucjzSPxJDvtKTC5//ayxdHR8nCuoVi2catWieOXK6EySQ56f1XeIQCB4pgiB6Alo2qABAIeOH89RIALwsHXjp1fG8NmR8Yw9+TOvl25BJTv3fO9fs3sV1akHctBKJCUK3fXvUKo8YbiILKN6eYG5ObpZswDQTZoEsbGow4Y9+6vRAoEAc3NzrK2tcXfP/+dH+TJlOLl1a865iyIiaCXrMggfRYE0XlG5XGeMomCOUfS3/bINWoKBgZ8ORPLeyx5FoVWyR5emKkTcOUDsgzMA1C9Vn3+7/Iu7fR5es/hA5FvLjCFkEeczNGsWrqjl3kN16ws2FXM/b2Fw/74xyfR//yEfPpxpF7VxY6Mo1LUrlCr1lA0UCASCtGiqSkJUFAkRESRERhpv2fydGBlJfCbbC6LKV0Ej6XRYOjpi5eSElZPT47+dnXFKLi1vXarUkxdGEAgERQ4hED0B1StVopitLYeOH8/1mE8q92HdzW3suX+IAQdH4t3hP3RyPnMHAUq5b5BCdyEZQpFDNqOGdkVzaJXv+QCQJNRRo8DZGd1EY/iF7pdfjCLRqFFCJBIInjFDhgxh8ODBT3xi92j8rgMHOHH2LKOHDMnVuJxCznx8fGjygoetZchRZGfH36EhfH/sGD+uWAHFQVfKDklnDBVWVixnj5cXLSZOxD/Mn7CLqzDEBgFgUbIO+/rtw1SXi+pbaiLS/S1GUej+NiQtbWiBJpujuXZBLdcfzckz/7nnCoLgYOS1a5FWrkTavx9J0zJ0UevVQ+vRA7VbNyhb9hkYKRAIiiKGhITMBZ2IiKxFn/SCz3PiyZNbzOzs0NvZUax06bTCj7MzVo6OWDo5pdxb2NsjyflPZSEQCF5ehECUS3QDB0FUFE2tLNENHIQyayayLNPklVfYeeAAcfHxWOQia78syfzddDJ117fjyMNT/HZxLiNqfJp/+zkV9wABAABJREFUw0zsUcqPQ3/tS6OdAeMx2DUCnWX+5wSjSDR2LBgM6L7/3jj3rFnGcLNvvwXxpSMQPHU0TSMsLAwHB4cCu+qnaRrf//EHF69epX/37pRycsq2f04hZ7qBg5BUBd2ixSizZmY5T3Yl5QuaRyXqW1lb5zqELH2OImXFci6NHInZnTsoioKDiRWWV0KIrVE8ZYynpycrLqxg8NbBGBKjkPTmFHNvi0mxcjmLQ+FnkG8sRr65DCkxOEOzWryRURQq0w1MnmEuiPBwpA0bjDmFdu9GUjJ6XGnVq6P26IHavTtUqPAMjBQIBM8rmqaRGBNjFHHCw3P02slK8FESEp71Up4Y2cQka5En2ePHMpUQJOn1XLlyhcqVK+cr/6BAIBDkBiEQ5ZaoKJBlmsXFg6qmbG7yyits2bOH42fO0LxRoxyneXRlfWqD8XzqMwqvU9PoUrY9HrZu+TZNc3wbNWg1csQhpIS7yLd+Qy0/Jt/zpUb9+GNjuNn48QDoFixAiotD+eEHEF9OAsFTZfv27fTq1YsFCxbQpUuXAplTkiTWzJ3L7Xv3chSHFFXhYWwQxc0Vtstx3D+3mKCYIOzN7Xmv5nuYAkRF0UyW03xOpiaDWPPrLwWyjmxJLlHfKjYu6xAyO7s0IWKPePDgAUePHuWtt97CysqKs2fPYmJiQk9FYezWsXw/0AuA2KRYVsatZN76eQCY2Lhg79EenZkNipb5c0HCQ+Sbj0LIzmZo1ixKo7r1QS3XF2wq53/9T0p0NNLGjcj//Ye0YwdSYmKGLlqFCo9FoerVn4GRAoGgsFGSkkiIjjYKNpGRj/+Oikq7PfXjdG2JMTFoWXw/FAUsHBywTOfNk3KfLtzLzM4uTxd7lEwEeYFAIChohED0hDRr2BCAQydO5Ekger9iD1Zc38Ce+4eYcm4ms5r+lH8jJAnFYxLS6XZIWiLyvXmoJXuDRbn8z5kKtW9fY+Lqr79GUlXkFSsgPh5l6lR4lMhOIBAUCFmFXhkMBn788UcSExOpX79+ruY6H3SexecWY6ozxcHCAYd4CQczexzMimFvVoziZsWwM7Eh0TQRzVlj5939HPM7w8w1i9DZyGCrQykfjGQtoVhqhPxkidY4VRjRxo9S/pxxYgbzG/1M3ZyMyo1Y8wxQVixH9fZGSfXcX79+nVdeeYWwsDAuXjSWkTfJ5DPvxL0TfLDxA66EXEFCYnTT0axFxeZiODcrqhQ3TVWuXU1Cur81OYRsSyYhZGZopd8yJpx2bv3sQsji4pC2bjWKQlu2IMXFZeiiubmhduuG2qMH1Kkjwo8FgucUTdNIiot7LNhERZFw4UJaT507dzIXdVI9NmTyOVCUMLWxwczODrNH91n9bWtrvKXbbl6sGDrTXIQSCwQCwXOMEIiekPo1a2JmasqhY8fyNE6SJEJMSgLwz7WVjKk9jLLWpfNviEV5VNdB6G7/joSCHLQS1e3r/M+XDq1bNxRzc3TDhyMZDMjr1xtFoj/+ADOzAtuPQPCykz70ytvbG09PT7788ksOHz7MkCFDKFOmTI7znAs6R+slrQmPD8+7EdmoPJIGjkmmOCea4lTjVRytHNkZsJOzQWdpvOlNJpZzYcTtsi/kl8uj513TNCZOnMiKFSuwsbFhwYIFuLll9PKsXqs63x34jsmHJ6NoCqWsSzG/83xal2/NRMBrz+MQNcLPGkPIbi1FSniYYS7VoSFauX6oZbqDqX1hLjNrEhORdu40ho9t3IgUHZ2hi1aqFGq3bmg9eqA1bChEIYGgkFENhschVqnDrG7eTCvgZCbqpNquFWHvE1mvfyzWPBJvHgk4Wf2dTvwxtbZGFp7xAoFA8EKewz8dbGw4qCo0yyGBtJmZGQ3q1OHwqVMoipKnmGDVxBZri1JEx91n6vlZ/NHof09kslqyD/Ltv5IFojWoZUcU6NVn7Y03jCLR4MFIiYnI27fDJ5+gzJ4Nuci/JBAI8s7evXu5cOECs2bNomXLlkyePDnHMQFhAXRa1onw+HDqlaxHY9fGhMaFEhZ+n9CEcOMtMZywhAg0NCQkSpg74GzhiLN5CZwsSlDSwhEnZ3eKmxVnwV8LUCIVju4+ihYL1mY6ers48+X3W4whatvXsCRyCZuubWJMxZtscArln/OV8HgKz09BoygKw4YNY+7cudSrV4+lS5dmWi3uwsMLTAmbwuUblwHoUa0Hf7T7AwcLh5Q+lrpY5GvTjd5C4aczzKGZl0J1641arh/YVi28RWWHwYB0+DDyxo3G8LHw8AxdtBIlULt2ReveHa1pUxFeLBDkgtTlz9Pk0cnj30kxMc96KYWKiZVV7rx2shF79ObmohqXQCAQFBBCIMoCZdZMDk2dSuORI3Ps2+SVVzh47BhnL12ibo0aedqPs31douPu88/VFYyuNRQXS+f8mgymTmj2LZHCdiElPkAKP4hm3yL/82WC1qYNyrx56D7+GCk+HnnfPnj/fZS5c8HaOucJBAJBltTe74V1yVDW7ffCt7nR88TPz4+ff/6ZSpUqsXz58kxDnFJzP/o+HZd15EHMA2o41mDru1uxt0j2SLl3D3gc6qpqKlFJ0VjpLdHLmXwduLgAcN31OhMnTiQgIIB/2rXjn/v32RESyojkE/LTB0+z+rvVLD7wJ196j+KIXRT1Gp3mh0sLGFSlH7KUKqm9nR1ERLDH2jpDvp+CJE2oXi73mZSUxEcffcTy5ctp06YN//33H1ZWVmn6KKrCb8d+w2ufF4lKIg7mDvzZ/k+6V+tu7KAakB5sR76xkDFVNyGfSR9CZorm0tmYcNq5DWT2vD8N7t1D/vdf5BUrkIIzJsXWihVD69IFtXt3tJYtQS9OFwQvD5qq5qrseaZ/p3r8PJY/LygknQ4za2ujgJPZLau2R9ttbTGrWBFZfLYIBALBc4X4VM6GNGWabWwgKoqDVpZpvIp8fHzwbNwYnxMniM9HRQVri5JYmjsTGx/IL+dnM7Xht09ks+rcDTlsFwBy0H8oBSwQAWivvYayaBG6Dz9Eio5GPnIE+vZFWbDA+ENMIBDki5DEaMIrmaMkGkN7zp49y/r16ylWrBjr1q3D3j770KOwuDA6LutIQHgA7sXc2fzu5sfiEI+rMUpWlugWLYZZM7Eztc21fe7u7vxQrz4tkpKobjD+8Km5ayz3Vi/hn9Bj3B4zn9Y/LmdAdT92O4TzxdEJbLi1g7+bTsbN2hUgpYJYSr6fZNGqoEkdqpdhn5kQHx9Pnz592LhxI2+++Sb//vsvZunCZ8MIo82SNhy6cwiAZs7NWNRtEa52rhB5Efn6QuSbS5ESAjPMr9rXRyvXH7VsDzB1yND+VNA0o7fQwoVIO3cipUsUq1lbo3XujNqjB1rbtiByaQheMJSkJBKjo0mMijLeoqNTHqcRb3Lw2nnRyp/nFb25OWbFiqX1zjE1zV7UcXfHLD4+ZZuJhcWTe+0IcUggEAieO8QnczakFogelWtO71Xk4+PDyJEjafPaa/nahyRJONnX5sb9Hcy5spSvaw7GyaJEvm3W7Fuh6R2QDKFIITvAEAH6ghdttIYNUZYsQdevH1JkJPLp00i9e2NYvBgcntGPH4GgCHH//n3adO5AksHAe3+OoUIO5cJjEmN4a+VbXHh4gZJWJdny7hZKWZdK2ymLaox5QVmxnANeXrSZaPRwCg4NIS4pEUNQKJIkUTbenG2nazLL5S6jat7H+74Ptde05ffGE+nn9AnyndXI97fQxjQBfGZAfBJIMqAzhsQm/61JcvJjHZDZ3xnHIOkgxh4kHa86nEIKmJtqnEQrdx3cWmF8LJugWXuATRVi4hLo1q0bu3fvpnfv3sydOxd9qh8umqYx9/Rc5pnOI+lOEtam1kxuNZkmJnUpHeqN7tR85OBDGZ4rzcw5uQrZe2CXN+/SAiU6GnntWqMw5OeXpknT69HatEF96y203r3BwuIZGSl4GVGSkkiMiSExOpqEmBiSYmKMJdCTtyXGxhrvk7en35aQkEBScsn0xKioIlH6PDskWcbM1hZTW1vMLC0zeupYWxs9c3LYrjMxSfEQTSEnsd7FpdAEfYFAIBA8PwiBKI+k8SoqIKwtXGhQojbHg3359cKc/7N33/FRFO8Dxz+7e5deCQkQmvQSegfpSFEU6VWsoBS7NEVFVPypgIoKooh8FZEqTQFBIPSO9N5LIIUkpCeX293fH5ccSUi5SyfM+/UKududnZm9u73LPcw8w/81ezf3lckOaL5Po9xeYFnRLGwtWrnh+dfZNPRGjTAvWYJh+HCk8HCkU6cwDB6M+fffIYflsgVByJqemEy/fv24ezuMJ598khkDXs+2vEk1MWjlIPYF7cPLyYt1Q9ZR1fv+vDn5pWPHjtbbSilXfL4aiOZgmUaWpGkkaDDmpj+dJ8+n9YYhlDEHE31uArHBkyglF87yxk/7A4c35lhOV1y4G12KJ8vdZOj7nXjm9YlIyr0pcUExQYxaN4qNlzeCBO0rtefXjpOoELYeLkzCoEanr08yovs/aVmFrGz3optCBnDxIvLvvyOvWHFfwmndzw9t6FC0oUPvvV+L4JCQA13TSExZxtwUEXH/aJ2goHvBm5SAjzXYExdnDe4kREejJiaimkxFfUqFRnF0tKx0lRrgyS6Bcha3Hdzc7o3aEcEaQRAEoQCIAJGdsgoQbQgMZNbPPzP7s8+olslqN9mRJIn3Gr5Ony0vMffsQsbVG4WPU+5XsdHKDEC5vcBSd+gKKKAAEQB162JeuhTDsGFIISFI589jGDQI86JF9//vlCAI2fJxcMPtVATRNTyoWrUqjz32WI5D+FVN5YW1L7Dp8iacDc6sGbiG+n71C7SfnTJM05JdHNB1DV3XGXHxAodjY5lWpRK9kk6xsbxEK+spFE5wyB6SGs8jrvG8+ThAIPzbEN3gju7dhHOqA79e2oUhIYFGTkY+bdSfx6XryHufuK8e3b02WtURaJWHgaNPoZ+HlaoirVuH/MMPyFu23Ldba9EC7dln0bt3hxzyWQkPj+SEBGLDwogNDSUuLIzYsDDL7zT3Y0NDibtzp0SvhpUV66gdDw+cPD2tt+8L5mSTUNkgVnwVBEEQHgAiQJRPYmJj2Xv4MOcvX7Y7QATwRIXONCoVwNGIU3x7+hemNnkn951xrYvuGoAUdwo59hhq/HlwqZn7+nJSvTrmZcswDB2KFBSEdOUKhgEDMP/xB+TisRCEh9Wx9lMJVC3JlfUuunW59azous4bG99g+ZnlGGUjy/oto3WF1oXY43tBrdgAy9TSDuWcCKgZRuuO5zCefzVNcAgSdVgWAz9GQUCVXnzaYSreUQko773LIVSayTLq1A9BVwEVdA0pzW10NWVf6m0tZZ/K2jWr6NXrSfDy4PUTCzFKIOkaM+r0t9SR4Sc6MoSwC1up4RONFHcl3TlJ5hiksO3UAT73BrwBkiF8cbpymuSAXrE/erWR6D5tinbJ9zt3kBcsQP7pJ6Rr19Lt0p2c0Pv0QR0+HOrWLaIOCoVNU1XiIyKISxPsic14+84dYkNDMWUYYVZSGF1ccHB3t/y4udk1gscaCHJ3R5LlnBsTBEEQhBJABIjyydPdutGnR49sVxhSRo3mUU1FGTXamtMolSRJvNvwNQYFjmL2mf/xVsAIvBxznztI8+uPcuUUAHLICrQq7+W6LptUrmwJEj3zDNKVK0hBQfeCRDnkThEEweK3337jxIkTtG/fHkVRchw9NHXHVH468hMSEgt6LaB7te6F1NN7rEGtFgHIh6cw8p2bSBk+WS6ESvxyxIUFlz0p1cCTs75n2XNmLX9dP8DcVp/xVLAlOBQlm/jj+j6WXFmLruvUL1WbBt51qO9dm3redXE1umTZj3MRJ9BLPwn+/my7esYatNKrvoSeSfkRQwezctcxJn47kVjna5jC9uKXdJ2mjjrNHKFiNoNrdPfamKu8yLmkllQPaIFShMu+S4cPI//wA9LSpUgZ8q/olSqhPfss2oABYgGBEsQUF0fs7dvEhYQQGxxs+X37NnFXrqQbBRQXHv7AjfYxurjg4Oqa7sfRzQ2jiwuObm737XOoUCFdAMghJe+Og7s7RldX5CK8NgVBEAThQSQCRPkk7Wo3qqqiKAqP7ZtBZHIc3kZXNrcaBzExtJXlLJPDPl2pGwFetTh19xyzz/7K5IbZ5x3Jjub7NPLVz5D0ZOSwlWiVx4NcwNMJype3TDd75hmk8+eRQkMt080WLhT/ay0IOdB1nUWLFnHp0iUmTpxI6dKWZPVp8/2ktfz0cj7b/RkA3/f4noF1B+a67dRl73PFdJcuvoHI6/siqXHWTxVdA5NXF57ZcI11f9/BHGPCnBBGyK5b4A+lR5YmOC6Y3lte5Lm6fuiSxPIyYSTs22etenfoQettCYlq7pWpX8oSMGpQqg71vevwiFuF+wJp1qBV+/tXLAuJDeHr/V+zqfEmqAdfnP4i3f6KHhVp5tGMDmVq07NMDR4xakixl5HiLlumnlUagl76UVRNQz13LnePWV4lJSGtWGGZRnbgQLpduiSh9+iBNno0er16IEY+PBA0VSU+LIy44GBig4OJDQm5dzs1CBQcTFxwcLEa7ePg5obRzc0SvHF3x8HB4V7wJjWg4+Jive3o5obi5MSdqCgeqVEDZw8Pyz4XF4wuLvYHdMRUdkEQBEHIVyJAlM8+++471m/ZwvY//yQyOQ5FkolMjrPpWFmSmdRgLMN3vM53p3/h9bov4m50y11HjKXQSz2GFL4BKfkO0t0d6KW65K4ue/j5WRJXP/ss0smTSOHhGAYPRv3tN/RGjQq+fUF4QEmSxNq1awkKCrIGh+D+fD8AJ0NP8vK6lwF4u9XbjGwyMk9t5ypAZI5FvvA98rmvkJLvWjfrZpmbZytR/mwV5K/nc+7uVGq1sQQpbpVy4WrHLzh48CANmzbkox0fMevALH4tH2o9vo5XDV6sMYjSTj6ciDzLiYjTnIg8S3BCGBdjrnIx5iqrrm2wlnc3ulHfuzaqaxKe58rRQG9PgG/AfY9bUEwQE9dOZNW1VSSTDICnoyfN/ZvTrFwzy2//Zvet/Kan/BQLN24gz5uHPH8+UlhYul26lxfa88+jvfzyvVGbIoltkTPFxhJ7+3a6gE9cSgAo7e340FD0XK4smJ8MTk64+fnh5ueHq68vbr6+lt9+ftbbrqVLW0bpVK9+/9QrG15zqqoiX7pEuWrVinT0nSAIgiAI9xMBonwWFx/PgaNHWbB0KVS0/3j/26Wo6VGV89GXmXt2IePrj851XzS//sjhli9Scuhy1MIIEAGUKoV50SKUF15A/u8/pOholGeeQf3lF/TevQunD4JQzDXcMYVwUyxaTCLGw7e59ulKHB0dqVo1+9XH7ibeZeCfA4lLjqPzI535tOOneepHZlNfsw0YqYnIl35CPvslUtK9wI4uGdHKDEGr+Cq/H/yNcV+Py/Rwg8FA69aWPEnTOkzD4UQSe24tonqCMyNulqH57DWZTq0LTbhjCRhFnuV4StDozN2LxCTHsif0EDjD/r0nYK9ltFF59/Lo6CSZk0hSk4gzxaGlJMlu7NuYKZ2m0KNaD2SpmI+w0XWkHTuQ58xBWrsWKcOUIb1+fdSxY9EHDwaXrKfgCflHM5uJDwu7b3RP2oBPajAoOc62/yAqUJKEq4+PNeCTGvzJGPhx8/PDwdU1x6mtVmJ0miAIgiCUOCJAlM8mjR3LwhUrmDJzJr6f9UBxdbLr+P179zGx91he2vUO35z6mTG1n8s270Z2dO8O6EZfpOQwpIgtkBwBxlK5qstunp6oCxfCSy8h79uHFBuL8uyzqCtXoj/2WOH0QRCKsXBTLLJZ5+5nGzAdu8nO7jtp165dtsdousZza57jYuRFKntW5vfev2PI6zLqmUx9zRgg6tixI2jJSFd/RTn9GVLCTes+HRn9keGodSdDlMN91XsbXXE9f5ebVYz4OKQfEfn555/z5Sc/8FuNmgwrWxY0DTWLL6d+zqXp4tyWLv5trduStWTORV3m6b3TSDJFEp8UgbuicTv2Njdjbt5Xh3xDZlr3abz99Nu2fwkuKrGxyIsWWfILnT6dbpduMKD36YM2Zgx6myJOjl2CpB3tk5rjJ+2Ur9Rt8WFhxWK0j9HFBbdy5XAtWxa3MmVwdXdPH/BJCfq4lCqFbBB/7gmCIAhCSWEymbh27RpVqlTBkM+f8eIvhnzm7ubGJ+PHM3LCBPTVR6kwrJXddQyp+jTTjs3icsx1fj7/B28EjMhdZyQDml9flKAfU3IRrUHzfyF3deWGqyvq//4Hr7yCvH07UmIiSu/eqEuWoD/5ZOH1QxCKIV3Xifp+K6ZjN3F+qkGOwSGAT3Z+woZLG3AyOLGs3zJKu5TO8Zi8d1Slc9XbKP80QIq7lG6XVnEAasCH4F7LsiHq/uklm1uNY8auGYx7dtx9+ULefPNNDAkJDNy9B4Cfg4O5O28e/4s7DDW98S3lY8nflgWjbKSedy283KuhSDKXZm4iwKcOdV3qEpocyqnjp9CSNTBDQI0A5s6YS8uWLfP4gBSwc+eQf/wR+bffkKKj0+3Sy5ZFGzECbcQIkXvFRqm5fdImdU6b2Lm4jfaRZBkXPz9LwKdsWdxSgz8pt1ODQW7lyuHglmEKuphSKAiCIAglWnx8PBMnTmTxYsvKuocOHeKRRx5hwoQJlCtXjrfeeivPbYgAUQEY3r8/c377jaObTuPbpQ6GMu52HW+QDUyoP4ZReybx1cmfeKXWM9g3Dukeza8/StCPgGWaWaEGiACcnFB/+glefx1540Ykkwll4EDU//0PfWDuk+oKQnEUGBiYac6gzCT8fZyETadxbFYZt5dzDg79df4vpu2aBsDsx2fTuGzjPPU1K4/tm4Gr313+2TudLa06oJz8CCk6/QgWrVxP1HofgVfDPLXl7u7Ou6++irLXkpj6x+Db/DfNco6KmyOxz7WCbGLsIWFhXLl+3Xo/8UYkBy4dwGQyYTAYeLzD4zzxxBP06NGDihVzMee3sKgq0oYNlqTT//57327t0UctSad79waH+0dpPYxMsbHpp3VlltsnOLjYjPZxcHOzBnhcUwI81sBPmTLWfS6+vmLlLUEQBEEQMvXxxx9z8uRJ/vrrLwYMGGDd3rFjRz7//HMRICquZFlm5ocf0nngQG4tO0Sl12z7wpjWM9X68tmx77geF8TCS38ystL43HXGpQaaW0Pk2GNIcach9hS4BeSurtxydESdPRveeQd5zRoks9ky3SwxEf3ZZwu3L4JQgLZt22ZTgOjw4cPEztuFUs6Tuv07kejskW35c+HneOEvS3B3TNMxDK8/PF/6m5nI5FgCqoYxRv0Hw57Z6fZpfp3R6k1F98l+FE7G/EW2JsBeU6culyZNZOhfMwlZeYQbs7cz5OpYvvvkE0qXSj89VlVVugwaRGRUlHU6b+2vB3B40I82tVUshIcj/+9/yD/+iHT1arpdurMz+pAhqKNGwUOS4D+zlbyyGvlTXEb7uJYpYwn4pAZ+ypa1TPtKvZ2y/b7RPoIgCIIgCHZat24dv/zyC82bN0+XLqF27dpczfC3ZG6JAFEBaduiBW71yxN16BrJd+MzLZOamyOuptd9+xwUB16t+wITDn7KbxdXMLJTLgNEgO43AGKPASCHrkAr7AARgMGA+tVX4OOD/MsvSJqGYcQI1IQEtFdeKfz+CEIRCAwMpHHjxgwdOhRHxciO1ZtYvXo1U9tPzfKYmKQYBqwYQHRSNI9WeJTpj00vsP5JUQdYIG2gqRSSbrtWqiVa/Y/R/WwLduc2QOTv6EiZZs3wSaiNd4sq3Fiwmz/XrWPnv//yTGlfIiWJyPr1WPrDDyiKwqcTJmBKTuYLl/9sO8Hi4sgRlDlzkJYuRUpMTLdLr1oV7ZVX0J57DkoVUs64AmaKi7sX6Mm4oleabcVlJa+0o30yTutyTTvap3RpMdpHEARBEIRCEx4ejq+v733b4/LxP85EgKgAlepUk9gTQUTuuABP3b8/XW6OTAyu0otJhz5jf+gRLoSe5ZFEB7TkZDRVRU1ORk/5rakqmtmc7kdNc1uR/XEPMuLilowTq+GRd0EugmkKioI6Zw66szPKbMvIBOW11yA+Hi0fhsMJQnEXGBjInDlzuHLlCt9//z2NGzdm9erVWZbXdZ0Rf4/gbPhZ/N38Wdx3MUbFmP8d841Ban4Fw8mBNE2T71j3bIBabyp6uScKPRGy0dOZSq93YkJkY9545x2+uhUEgCEkmPiEBFxdXOjdowcAX+x8AAJEJhPSn39appHt23ffbq1HD8s0su7dH4jVoTRVJf7OHeJSkzqnneKVZtRPXHAwptjYou7uvdw+qXl9Ukb2uKa5L0b7CIIgCIJQnDVq1IhNmzbx8ssvA1hHES1cuJAWLVrkSxsiQGQDXddJio4mNjSU2NBQ4sLCiA0LI37RIvxUlU1r12J+9FFLQEZVrUGc7rcvEm+QkVcfY9HNIeinTqHplpWI1CeeQFNVTCEh/PDXX9aAjik6mq8WLrQGdz5I1pA0WD61QT6dTSSObg1x8fHD2csL51KlcPb2xsXb23LbywuXlN/OtWrhYjbj7OWFkl95L2QZ7auvwMUFZbplJIQycaIlSPTee2I1HqHEarhjCrHntnNjzV48OtVh5MiROR4zY98MVp1bhVE2sqTvEsq6lc3fTsWfR+pxBqlqeLrNV3RPZuuN+b+u/0ARLgMvSRKDn36aXn8sJlhV8VUU3JYsLv4rkKUVFIQ8bx7y/PlIIelHZumenmjPP4/28stQo0YRdTA9U1zcvSleaXL7pJ3mFRscXKxG+7imCe6ky+2TmuC5XDkx2kcQBEEQhAfeBx98wMCBAzl79ixms5m5c+dy7tw5Dhw4wN9//50vbTzUASJd04iPjCQuJfBj/QkLu+++OSEhy3puAqRJlJqqfJrb1/buTb8zzbLFkXfvptuVmKatgvgalBSbQFLsNSKvXbP5GGdvb9zKlMHdzw/31OH2fn64lyljve/q42PbUrqShPbpp+DqivLRRwAoU6dCXBzatGkiSCSUGGmTVodcvE7E2v0o5b1wGNveGuTo2LFjpsduvrKZD7Z9AMA33b6hVQX7V0TMkkcCUtOrGI50R6qqWzfrjhX4IOER/pFqYAL+rwiDQ2m5Gwy4OziApqE+CO8PZjPS1q3ICxYgrV6NpKrpduv16qGOGYM+ZAi4uhZoVzSzmfiIiPt/wsOtt+PCwiz/8XHnDqaYmALtjy3SruSVcVpXxm1itI8gCIIgCA+L1q1bs2PHDr755hvq1q1LYGAgDRo0YOPGjQQE5E8amRIZIFKTk+/9b+ft2+l+x92+TeyNG5aRQHfuoJnNRd3dB0JCZCQJkZGEnT2bZRlJlnEtXdoSMEr5494aQEoJJrk5OuJcqhSSJFlGDLm6ooy35FdSZsyAhAS0mTMfiCkWgpCWMmgwnVUVZdBg1KVLgPRJq5WK3ri/+CiOjSoiu9wbkZdZUusrd6/wzOpn0HSNFxq+wIjGI/Knk65JSM1vQO3gdAOD9DgH9EMVUSdtYO3u/0NBBop+dEhWHts3g8jkOLyNrmxulfkU3UKn60j79yMtWYK8fDlSWFj63QYDeu/eaGPGoD/6aK4D4ebEROLDwoi/c8fyO+3tO3fu/YSFER8aSmJUVH6cXb5IHe2TNoFzusCPWMlLEARBEAQhW1WqVGHWrFkFVn+JCRCtGjyYkLNn2RQZSfydO6DrOR9UAslGI4rBgJz6oyiYk5JIKoT/FdY1zTrqKjuKgwNu/v64lyuHm78/Hh074rFtG+6A++zZuN66hcuPP+Lo5VXgfRaEfBMVRWdZAc0yWqThjim4lY1g1fYPOdruIyRJwq1vEwBUPevgS3xyPAP/HEhEQgTNyjVjVvdZeZ9SlRiKfPZLpGGHkAxpRgwZvND3l2HPmQq00R2KJjcZgLs7uzSVtrJtQYHI5DgUSSYy2ZKQL7uE/wVNOnUKedky5GXL7luJDEAvUwZtxAi0ESOgfPn0+3QdU0xM+iBPePj9QZ80v4vD6l1ppR3tk3Fal1uGHD9itI8gCIIgCELubdq0CUVR6NKlS7rtW7ZsQdM0unbtmuc2SkyA6FpgYKEMjXfy8MDVzw83X1/cLlzEwWD5v3apRw9rQEY2GpEVhblBO5EUGZPJjN85E9VCQujiXQoFYOwYZIOBv9eto3e/fsgGA4bpM1AUBVnX4eOp1iDPrjuHePXAh3g7e7Pr6TU4ODjd15ZiNCJlM+pGNZlICD5B8t5+xMdAfFJZYr1eI/7uXcvooIgIEu7eJT7ld0JEBInR0QXyGKomE1FXrxKV1VJ8q1bBqlWWlWT8/XH398etXDlLQKl8eWtgKfV3iXkRCw+UhjumEG6KxcfBjWOZrEIWborlbk0nYpbspNf0XniNqovnjQSu1XDAxyHzL8q6rjNmwxiOhRzD18WXpf2W4mRwyn0nTXeRz81EvvA9khpnfcfXTQr60fKor62Dlu7snDGDluOKbiSOOvcHds+YQetc9mFzq3Hs0fbQppVtq6Xl2fXrKH/8Qc2FC3G8cMG6WQcSgDgHB+Jatya2WTPiKlUiPjKS+JkziQ8LIyFDAEg1mQqnz3Yyurpmulx7ao4fMdpHEARBEAShcE2dOpUpU6bct13XdaZOnSoCRPlGknDx8bEEffz87v+pWxc3WcbV1xej070va8qwZyxToTQNNSWXTlpv7YxGkWSSTcns2bGOXgYD48uVs5Tv0weAuz4+1ExZAlr5ef69+po0sdbTS6vBq7dncTEhnEPSFbr5dbD7FBUHB9wqNUW52ww55hAQjLlBPXT3hlkeo/n5kXD6NHHh4cSFhhITEkJsSAgxKT+xISHWEUMFMVXPFBtLxPnzRJw/n225fM2PJAg2CjfFokgy4aasV2jSdR3zrSiuXbvDvo5LmD59OlNHZ72k/exDs/nj5B8oksLiPoup6FEx9x2MPoth51NI8fdyjenJMpz0Rz9aERIUMLjnvv4ClJsRQW3a5C04pGsa5sREkhMSMKf+JCbe2xYaimnzZhK2byf+0iXigXggLs3vBCxBIkwm2L7d8lOMpC5M4OLjg0upUtYf19KlcfPzw7VOHTHaRxAEQRAEoZi6fPkytWvXvm97zZo1uXLlSr60UaK/McsGQ/olbMuVs/x2dk4XAHLx8UExZrN0tL8/3LqV+34YFU4HBlJq9Jj79tnypcYoGxlQZwBz/5vL4str6Fbe/gBRKq3MgJQAEUihy7MNEMkGA66lS+NaujTUqpVlOV3TiAsPtwaMYoKDLQGk0FBLQCk4mJjQUMvUvwJgc34kX19LHqRKlawjkzKOTkrNjyQIdvP0ZKuq0jnNaApJkvB4rRM7m32Am5tblgmpAXZe38n4zZZ8XF90+YL2ldvnuivSnb0ou/sgmSIA0CUjWrWRSO8fgsTUIHfxzTG0qflbzNz6BWOffJHo27fRExJIBsxmM0n79lHm+E2MyRqYzBy7vYzklECOOTERs9F4f6AnIeFemTTBn+Q0t9WkpKI+bbtIioJL6dKWH1/f+347+/jgkvKfHy6lSuHi7Z1zkNzfv3A6LwiCIAiCINjNw8ODq1evUqlSpXTbL1++jIuLS760UWICRG0mTyYqKYnqjRvj6e9vWdbWxyfzaVd5CPbklqeHBwDLwsLwlGWaRkXh7emZvlA2eTiG1BvC3P/msvraP3zf6lNcjbl7Aeg+PdEvf4SkJSCHrUWr8j7IeZjCgiX44ubri5uvb7blVJOJOEUh5tYtYm7dsiQOT7kdk3I79vZtEjOs6pYfdE2zBLBCQuD48SzLZcyPlNX0Nkf34jnyQig66tIlbJ0yhQ5Tp6JpGvLG8/hXqkh8Q1+8UvJpZZaQGuBm9E2GrByCqqsMDhjMa81fy3U/pFt/oewdhqQlAqB7NcTcZhm4VkGJ7wy5yP+umkwkRkWRFBVFUnQ0yXFx94ItqYGXpCTMISHW22pSEuakJJJTgi/mpCTMkmT5neY4NS4Oc1ISpogIZixYgDkpyToi8Zuffrq/M4MH0zbN3XUUr1E6uaU4OmYa6Lnvt48PLr6+OHl5ZTutGCiSzzpBEARBEAShYDz++OO8++67/P7771SpUgWwBIfef/99Hn/88Xxpo8QEiFq8/jrnz5+naq1aKMU4H8L4y5e4aTJBw4bUqlaNXt268cn48ciynG0ejlblW1HFrSJXYm+w9sa/DKn6dO46YHBD93kcKWwlkhqNFP4vuu9TeTwr2ygODnj4++NRMftpM6a4OGK3bSNhxAhiw8OJBmKcnYl+9FFikpKsQSVzQkK+9zHH/EgpUvMjOZcqhYObG0YXF8tvNzccXF0xurpafqe97+Z2b3vK/dRjc/yiJxQ5ZdBgiIoCT0/UpUvwcXDD7VQEsQGlrGVSRwj93//9H8GzNlKrQwf2vjYn23qTzEkMXjmY0PhQGvg1YO4Tc3M9ik2+NA/5v9eQUkYHaX6dMTVfRFK8TlLwJZJjY0nUVJLMKknJycT/8gtJMTGYd+1iXVgYSTExtL1+FGNCMsa4JGaNW09SVBTmxMRc9cdexTMbT+44uLvfP8In9XaGwI9z6dI4uLmJ0YuCIAiCIAhClqZOncqAAQNo0aIF/ikjv2/dukXr1q355JNP8qWNEhMgehDous7yunXZHxXN3vr12HPoENN/+AFPd3cmjLl/+llakiQxpFofPjv2LZ8enUWvil1zPYpI8+uPHLYSADl0OWohBYhs5eDqSqmePWH/fgxPPYV05gwkJKDv2YO6aBF6z57ouk5SVJRlJNKJE/fyI6VMcSus/Ej5xejici+IlDbY5OKCMTWwBJb7Li6WIFO5cveCTpkEooyuriJ5bH6KigJZsfwGjrWfypQtU9LlFOrUqRObN2/m448/pkGDBjRv3jzHat/c9CYHbh3A28mbZf2W4WJ0QVNVTDExmGJiSIqJwRQba7kdHW3ZnnLfFBNDUmwspuhoTEEHSA47T1ICJMZDUpITiQl7MSeUy7rxjz+23jx29CgAZdLsjqNgEtU/SAyKgsHZGYO7Ow5ubumCOgmSRIVatSxTlTMEfQxOeRuZKQiCIAiCIBQP8+fP55dffuHGjRsA1K5dm/Hjx1uTQicmJvL++++zcuVKTCYTnTt3ZsaMGfj5+VnruHHjBu+88w67du3C1dWVwYMHM2XKFAx25Mn19PRk48aNBAYGcvLkSZycnAgICODRRx/Nt3MVAaJCJEkSLdw9aOHqxphvvyU+IYE2Tz/NlJkzaduiBW2aNcv2+NfrvsivF5ZxIfoyEw5+yuw2n+WqH7pnK3THCkhJN5Hu7oSk2+CYzZfIolKpEuZt21AGDEDesQMpPh6lXz/U2bPhpZdw8vLCycsL35TpO5nRNY34iAhL0Cg10XZ8vHWKW+rvuNBQ0PUs6yloyfHxJMfHEx8Wlq/1GpycMLq6Wr7gOjlhcHS0/E65rzg6kpCczEVfX+s2o5MTipNTunLW4xISLLdT74eHW36nLevk9NAlBNd1HXNiIlfOnuXVYcOo6uLCd+PGsemvvzi1dGm6gI4pNtYa6LkYdBr15kleSYJHHJ346+sOJEVH59PouMIZ9VOYDLKM0cODu1IyuiRhdnWgRqmK1tek0ckJg7e35bXo7IzR2RnF0RFjyn2DszNGVcV49CjGfftwOHsWA2DE8mFoAAwGA0rnzihDhiD36YOUxXxuVVU5d+4ctYr5qFVBEARBEAQhb/z9/ZkyZQrVqlVD13UWL17MsGHD2L59O3Xq1OG9995j06ZN/O9//8PDw4MJEyYwfPhwNm7cCFj+bhw0aBBlypRh48aNBAcHM3r0aIxGIx9++KFdfZEkic6dO9O5c+eCOFURICpKLs7O/DF7Nq2feorhr7/OwfXrsy1fytGLX9p9RY+Nw5h3/g+6V+hIr0rd7G9YktH8+qHcmIWEjhy2Eq3C2FyeRQHz9kZdtw5eeAF5xQokTcMwejTqjRtoU6ZADlMyJFm+l2g7VSaJWNXkZOKCg625kGJu3bL8Tg0iFWB+pIKUmuclJ0H53K6kKJYv5ykBo3RBp9RgUoZglTUQlRq8cnKyfLFPSEBJEwBIvW09PsNtWyfraaqaZeDGOjInzSie5NOnMakqJrOZpHbtSIqJweHmTb764QeSYmLQVRWAZ1PqD3z2WYzAmuXLs+3HIym/k7jNg5AmWTYacXR3TxdktD5/snzv+cjwvCiOjhhSRtakew3Ex1v3G9OWTXO84yujUBQFSddRF/0OwIwZMxiXyXTcTBMtx8cj/f038uLFSBs3ImUyqlB79FH0IUPQ+vUDH5/8ftgEQRAEQRCEB1TG/D4ffPABv/zyC4cOHcLf35/ff/+defPm0b69ZZGZ77//npYtW3Lw4EGaN2/O1q1bOXfuHKtXr8bPz4/69evz3nvv8dFHHzFp0iQcHByybPvHH3/kueeew8nJiR9//DHbfr7yyit5PtcSEyBSU76cpf7OobC9lWd6jKID6KBn3W7qmBRVVZHd3NmtqTwqK9bytapW5euPPmLUpEmMGDeOVjVrZl5XSh/a+7Xkzboj+Pr0PF7ZPZEm3vUp5+J3f/kcaD59UG7MAkAKWY5a9pX7gy1ZnHee5KY+gwH1118xlC+PYZalz8pnn6HfuIF59uzcPZ8ZyTKu/v64+vtD06ZZHpocH09scLA1iJQaWEiOjyc5NhZTXBzJcXGZbkuOjcWUsk3Xiu8KUvlBTwm+EJv1EvAFRTYYrAEIJU0QSlaUdAGh5Pj43Deyfz8AEg/WOB3ZYMDR3Z0EVaVMxYo4urvj6O7OxRs3aNKyJY7u7swN34/Z1RGTs5Gvur+Do4cHjp6e1t8GJ6esc+XklBQ5s+CNDYmUDZJsebC1e++1uq5n/V6Z8lvetg1l8WLkNWuQMnktanXqoA4ZgjZwIHrlyvfXkQ27PnOKSn68NwoPjsJ+/rK7/rKhpXz+afnxOfgwv2bzeu4Zj8+pvuLyN+FDrNA/d4riM6Q4fm7Ze60URh/s3V8QbRb08fkkq+tGT5k5Eh0dne7vWkdHRxwdHXOsc/Xq1cTHx9O8eXOOHTtGcnJyutWKa9asSYUKFawBooMHD1K3bt10U866dOnCO++8w9mzZ2nQoEGW7c2ZM4cBAwbg5OTEnDlZ5zaVJEkEiNK6fPkyABcvXsyxrCE01K66zTExmR5TQ1VBl0DTuXTp0n37VbOKLuloumbZ/85bBK5YgU///pCm/KONG9Ozc2f+3ryZ0u7umdaVtg/DPZ7mH9dAzsRd5JktrzK3zjRkyf4kx5WNDXFLPoaceJVb5/4iwRhg03nnhTkmJvcHv/ACpR0c8J8xA0nXMSxcSMLFi9ycOBHNjmX98tSHVL6+KL6+OAPOdh6q6zqayYQ5Ph5zfDxqylLbakJC+m3x8aiJidZtWmSkpVzK6lHJqoqasi/1eL2YvBkXJc1stgSCiiA4VVAUJycMrq4YXFwwuLri4GzAQ7qIs2MiDs7g4GwkrmwPdK+aGFLzVrm7Y3B3t9x2c8Pg5oZjyofg6dOnqVu3rrX+CytWUKV/fwDOBkUjSzKarmGqUAETEKPrltxLKfmXspLT+0Vm154t7zFVnZzYL0u01HQup7w/Jicn3/deKZlMOG3YgMf27XgGBmK8c+e+ukx+ftzt0YPIJ54gsVYtS2A8MRHOncuxH5mx5TOnqOTms054cOX353VOcns9p7py5UqB9OFhkdfnO+NjZ8v7d7H6m/AhVlifO0XxGVIcP7cy9qkoXre5+fuqoNvMSXG7vjNeN5IkUblyZerVq0dsmu8MEydOZNKkSZnWcerUKbp3705iYiKurq4sXLiQ2rVrc+LECRwcHPDMsEK5n58fISEhAISGhqYLDgH4pqwAnlomK8eOHcv0dkEpMQGiqlWrcunSJapXr55zPgh7lyj398/0GIOigCKBqlOtWrX79ishCrIkI+mSdb/RaMy07IKvv2bE+PG8MWpUpvsz9uEPv9m0XteLPXcPszF5F6/WecG+cwLksGfgkuVFVslhL+aqvbJtM19kNoLAHh9/THKjRhhffBEpKQn3vXupNXkypp9/Bj8bR1LltQ9FJeNIiwznoes6qslkGamUMoIp9bealHRvWfKkJNTERJITEkhOSCDs9m08XFwsgaeUfeYsflKXJLcua56UVKS5m4orSVFwcHdHNxpxT1mhKtFB53D0CaLlJDRnAx3rdKdRlZaWBOMpI3kcUhIhZ/ydNqeTFHkEhz19kJJSlrF3Kofp0TXonvVz7ljKayjje0za96W071u1atWy78Rzer/I7Nqz5T1m3o/oe/citW5Nas+tfQ4LQwkMRN6yBXn3bqRM8jfpHh6offqgDRmC1rYtHoqCR86tZktVVS5evGjbZ05Ryc1nnfDgyu/P65zk8nrWNI0rV65QpUoV5Lyu4Pkwv2bz+nxnfOxsef8ubn8TPmQK/XOnKD5DiuPnVsY+FcXrNjd/XxV0mzkpJtd3VteNruuYTCZOnjx53wiirNSoUYMdO3YQHR3NmjVrGDNmDH///XeB9j+t5ORkWrRowZIlS+z/G90OJSZAlPqEK4qS85umvW+qipL5MVLKP5KeZZupL7fU/ZIkZVrWy9OTFT/9ZHMfAkrV4svm7/P6vg/4vxPfM6LWUPtXNfPtiX51KpIaixK+Hr3qR6CkqSOr886L/KhvwADUcuVQ+vVDioxEPnUKx/79Mf/6K1SvXjh9KAoZ+53JeRgMBhxdXGwOltmdaDdDkEovVw4tOZnkhARLACkl8JQabLIGpVKDTElJ6e+nDT6lHGtOTEwf0IqJsQaj0gam8nvpdYOz871AjZsbDh4e9267u+O0fTtBskItBweMY8fg4ObGsjVr2Hv4MOevXmXuggW07dIFRw+P+6Zhnb1zlo4LOxKRkESd0nVY0ncJdUrXsbuPUvC/KHsHIZkt/9Ohu9fG3P5vZJdKtlWQ1ftUhveljO9bNsvNe6+NbbRt29ZyQ9fh9GmGhITg0Lcvchb/k6I7OKD36IE2dCj6E0+AkxMSkN9Xv02fOUUlv58/oXgr7OcvD9czgCzLeb92HubXbH4/dra8fxfHvwkfQoX2uVMUnyHF8XPL3mulMPpg7/6CaLOgj89nGa+b1ClmHh4eWadOyMDBwYGqVasC0KhRI44cOcLcuXPp27cvJpOJqKiodKOIQkNDKVPGsj6wn58fhw8fTldfWMriRKllcmI0GklKKviMpSUmQFSSrNm4kU3bt/P9tGns3buXNm3aZFpuZM2hzDr1M5dirrHgwlJerWvnKCLFBd2nJ1LoUiQ1Fin8H3S/vvlwBgVPb9sW87ZtGJ56Cun6daSgIAz9+qH+/DO6DUuLC/lDkiQUBwcUBwfIMKwy32SRoyZ1xFTG4JHq4YE5KeleoCrlR0tOxujmlm6kjqOHR6ajdLIyZcoUhk+9t6w9p0/z9rPPcunSJXoMHZrpMbdjb/PU0qeISIiguX9zNg7diJuDm90Pg3Ttd5SDLyPplgTLmk8b1LYrwaGU3XVllNV7TLGRmIi0dy/S5s3IW7ci3b5NlUyK6aVLo/fsidazJ3qXLoU/okIQBEEQBEF4KGiahslkomHDhhiNRrZv306vXpYZORcuXODmzZs0T/le2rx5c2bOnElYWJh1allgYCDu7u52jQZ66aWXmDVrFt9++y2GAlo1WgSICpC30RXX83eJq+ll13GLVq1i5/79TBw7lj179mT55U2RFd4KGMmr+97nm1M/80rtZzDKRrva0sr0Rw5dCoAcugL1AQkQAVCnDuYdOzA8/jjSmTNIUVEow4ahfv01es+eRd07oYBJkmRd6SqdQhrSak5ZCatHjx5ZlolOiqbX0l5ci7pG9VLVWT1gtf3BIV1HPjcD5cRk6yat/NOoLX8Dxd4MWJkrlgGi0FCkLVuQt2xBymLqGIBeuzbaY4+hd+mC3rAhVKhQyB0VBEEQBEEQSrKpU6fy2GOPUbFiRWJiYlixYgW7du3izz//xNPTk2eeeYbJkyfj7e2Nu7s7EyZMoHnz5tYAUefOnalVqxajRo3io48+IjQ0lGnTpjFixIgck2KndeTIEXbs2EFgYCB169bFJUMe3oULF+b5XEWAKJ+lDehsbjWOGbtmMO7ZTJZizsZPX3xBbHw8FcqVy7Hs8Or9+fjoN1yPC2LZlb8ZVq2PXW3p7s3QnaogJV5BjtqDmngDnCraVUeR8vfHvGwZypgxyDt3IplMKK++inb7NtpLL92/MpsgpAgMDKRTp045bsvMli1bePPNN+nQoUOWZUyqiYF/DuRYyDH8XPz4e9Df+Lr62tdJXUU+Og7l4mzrJrXaKLTGX4NUMEN3cxvYzhe3biH//TfSunXZTx1r0wa9Sxe0zp2hfPlC7qQgCIIgCILwMLlz5w6jR48mJCQEDw8PAgIC+PPPP63fGz777DNkWebZZ5/FZDLRuXNnZsyYYT1eURSWLFnCO++8Q/fu3XFxcWHIkCG89957dvXD09OTp556Kl/PLSMRIMoLd3eIiUk3jSG7ET9g2//Ue3l64uXpyWP7ZqBxlUWbP0B7pALHqt+/bJ2zwYlX677Ah/9NZ+bJHxlatbfN8ygBkCQ0v/4o16cDIIf+iVbpTduPLw7c3VF/+QXefRd5xQokXUf59FO4eRPtgw+K3RxYoXjYtm3bfcGgzLZl5saNG9y5c8c6fzkjTdcY+fdItl7diqvRlbWD1lLVu6p9HVQTUA68gHxz5b1N9T5Gqz2xQAOfuQ1s51pYGPKGDUh//YV88GCmRfTSpS0BoS5d0B99FFxdC6dvgiAIgiAIwkPvu+++y3a/k5MTM2bMSBcUyqhSpUosX748V+1rmsa3337LxYsXSU5Opl27dkyaNAln5/yZTZCWCBDlgTr3B7uPsWcqR9DZq1z+cQMVX2pLor9XluVeqfUMXx6fw8nIs2wM2kaPCjl/wU1L8+uDfH0GErolQFTxdZDyuLJIYTMaUadPRy9fHmXWLACU//0P6fZt1FmzwMmpiDsoFCcNd0zBrWwE8ze/g4+DG8faT835oDSef/55+vTpw3///Zfp/smBk1l8ajEG2cDSfktpUq6JfR2MOoVh3zNI0acA0CUFtdmP6I88a189xVVkJNKaNchLlyIFBiJp2n1F9Dp10Lp2tUwdq18f8rrakSAIgiAIgiA8gGbOnMnnn39Ox44dcXJy4qeffiI8PJzvv/8+39sSf3EXYwYvZ/Rkldgzt7Mt5+3oyYhaQwCYefJH+xty9Ef3sqwQJCXdQIreb38dxYEkob31FuYvv0RPGTUkb9yIMnQoREQUceeEwhYYGJjlvnBTLDdrOqFIMuEmy4pgyqDBdD51GmXQ4EyPiY2NZcOGDdYVBzw9PTMdbfT9we+ZuW8mAD/2/JFuVbvZ3mldR7r8M4Ytbe4FhxQX1EdXFWpwqEByEsXFIS1ejNKnD4YKFTC8/LIlv1Ca4JBeowbqO++QHBiIecMGtLfftuQVEsEhQRAEQRAE4SG1ZMkSZsyYwZ9//smiRYtYvHgxy5cvR8vkP1nzSvzVnY8e2zeDnX53eWxf1kPL7OHg44aDn3uOASKA1+u+hFE2sj14HwfDjtrdluY3wHpbDsnd0LfiQh84EPWXX9BTpqHI//2HoV8/uHatiHsmFKZt27alu59dwAiAqCg6xydAVNR9u8xmM8OGDePo0aMsXbo0yyr+PPMn7/z7DgCfdPyE4fWH295hUyTKviEYDo9BUi0JmXXPepgf24NeLutE2AUh3wJEiYlI//yDMnYshqZNMTz3HPK6dUjJydYieqVKqGPHkvzPP5g3bUJ77TWoktkaZYIgCIIgCILw8Ll58yZdu3a13u/YsSOSJHH7ds5xAnuJAFE+ikyO43ZVRyKT4/KtTrc65TCFxqCGxWRbroJrOYZUfRqA6Sfn2t2OXqobumLJpSSFbwBzrP2dLUb0Dh0wL12K7ucHgHTlCoa+fZGOHi3ajglFJm3AyMfBjQrnE1F1DZ9sVhULDAxE13XefPNNNmzYQP369Rk7dmymZXde38nza59HR2dUk1FMaD3B5r5Jd/Zg+Ld5+nxD1UZh7rIbPOraXE+xkJyMtG0byjvvYGjeHMOoUZagUGKitYju74/6xhuY9+zBvH072vjxULu2SCovCIIgCIIgCBmYzWacMqRMMRqN1lWV85PIQVTMudUpR8T28ySfCIKsF0wC4K2Al/nt4gr+uv4vYYnh+Dr52N6Q4oTm2wsleBGSloAUvh69Us28db6o1auHedUqDM8/j3ThAlJ4OMrgwaiLFqEXcPZ3oXg71n4qgWr2K5Y13DEFt7MRXFvxOaHzAuncuTNvv/12pkngT4SeoO/yviSpSfSq2Yuvu31tW7J4XUU+8wXy6U+QdNWyyeiN2vwn9PJP5/r8ikR8PPKCBcjz5iHdunXfbr1UKbT+/dEHDbIkmk6dNpZJWUEQBEEQBEEQLHRdZ8yYMTg6Olq3JSYm8vbbb6db6j4/lrkXI4iKObc6ZQEwHQ/KsWyAd02a+NRH1VVWXl1vd1t62mlmoQ/2NDOr8uUxr1iB1rIlAFJiIsqAAcg/2J9gvKQ6lsVy4g+yhjumsLlsBA13TMmyzH3BIU9Ptro4g6cnYMlTdCH4OqHzAgkICGDp0qV063Z/PqHrUdfptbQXUUlRtKnQhoVPL0SRbVg5LyEIZXsPlFMfWYNDWum2mLsderCCQ5GRyJ99hqF6dZSpU9MFh3R3d7T+/TH/+ivm/fvRvv8evV07kVNIEARBEARBEGw0ZMgQfH198fDwsP4MHDiQsmXLptuWH8QIogKW11weqXmIkk/kHCACGFSlF/+Fn2Dplb94pbYd+U8A3a0hunN1pISLyNEHUWMvAi45HlfseXqi/vYbjB+PvHYtkqahvPEGXL+ONm3aQ/9l9dixYwwcOLCou5Gvwk2x3K3phJo2AbWqogwajLp0SabHqEuXsHXKFDpMtaxo5nz+LmHTN2HwcWPNmjV4pgSO0rUTH07PJT0JigmiTuk6rBywEmdjzstNSrf+Rjk4EskUDoCOjFZ3Mlrd90CyIbhUHNy+jTxrFvJPPyHFpp+SqnXujDZoEHqHDmIFQUEQBEEQBEHIg9mzZxdaWw/3N+NCkB/JXt3qlEO9HcUNG6ZiDKjyJBISu0IOcCPOzqkbkpQ+WfXV3+ztavHl6Ij6zTeoo0dbNykzZ6J07QqnTxdhx4RUGZNI55hU2h7ZJKDOKCkpie+++467U9ZikGR2r99CpUqV7isXnxxPn+V9OBd+jgruFfh78N+Uci6VfeVqIvKRtzDs7nsvOORcAbXjZrSADx6M4NClS8hjxmCoUQPlq6+swSFdltGefprkDRssSeK7dxfBIUEQBEEQBEF4gIgA0QPArU45AHbsz3n5+Qqu5WhbpjkAy678ZXdbml8fdFKWiL/6O6RMfSkRZBlt4kTU775DTxk1JO/ciaFZM+TJkyE+vog7+HBLm0RaGTQYefacLJecLygdO3bkhRde4J133sHd3Z3+/fvTuHHj+8qZNTPDVg9jX9A+vJy8+GvwX1T0qJh95dFnMWxpi3Lx3v8AaP69LFPKfNvm96nkv8RE5A8/xNCgAcrPPyOZTADojo6oL7+M+fRp1FmzoE6dIu6oIAiCIAiCIAi5IQJExZi30ZVyl5Nwrm1ZiWvHvn02HTeoSi8All5ea3+jDn7o3pZs2FLCTaSoPfbXUcxpr7yCun49etWqAEhmM8r06RgaNUJat66Ie1e4Gu+ayraKMVQOnJAuX0++jt7JDTtG/OSHI0eOAJa8RK+++iqffvopp06d4vnnn7+vrK7rjN0wlnUX1uFkcGL1gNUE+AZkXbmuI135H4bNrZCijls2yY6oTb5DbbMcHHIYdVQMSIGBGJo0Qfn8c+sS9bq7O+q4cZgvXED7/ntIuZ4EQRAEQRAEQXgwiQBRMba51TjahXpxovd0vvvuO8Zm8mU1M30feQKDZOBoxCnORV2yu91008xCSkiy6gz0zp0xHzmC+t576A4OAEhXr2Lo0welf3+4fr2Ie1g4IpLjuFHdAVmSCTfdyyOTdjRPQSjoAJSPg1uOS9in+vbbb2nZsiX//vsvYJkWOmHCBJydnTNd5WzqjqksOLYAWZL5vffvtKmYzTTS5CiU/cMxHHoZSbWMUNM96mB+bA9atVeK/7Lud+6gvPQShu7dkS5eBEA3GlEnTsR86RLaZ59B2bJF3ElBEARBEARBEPKDCBA9IF555RUa2Dh1o7RTKbqWbwfkbhSRXqoLusEbACliI5gLZxRHoXN2RvvoI8yHD6OlCQTIa9diaNgQ+auvIGW0hJB/Gu6YwvtnV1pHLDXcMYUKm9/JcdUxexxrP5Wbj83kWPupme7Xdd16u3fv3gwZMoTq1avnWO+Ph3/ks92fAfB9j+/pVbNX5gV1HSlkK4Z/WyDfWGbdrFYdgbnLXvCsb8fZFAFdR/rzTwz16yOnWS5Ta9MG88GDaJ98Al5eRdc/QRAEQRAEQRDynQgQPUDuRkURFBxsU9mBKdPMllxZm+7LsE1kBzRfyzLbkpaEfOdv+45/0NSqhfrPP5h//RW9TBkApLg4lEmTMLRsibR3bxF3sGQJN8Vys6aTdcRSuCkWRZLTbct3np6gqdYl7F966SU+/fRTVFWlUqVK/Prrr1SpUiXbKlaeXcnrG18H4IN2HzCi8Yj7CyXcQj77JYZ/AjDs6IEUdwUA3eiJudUfaE3ngKGYrwx45QrKM89geOcdpPCURNqenpjnzEHduhXq1i3iDgqCIAiCIAiCUBBEgOgBERoaStnGjfn4669tKt+rUlecFEcuRl/hSPhJu9vT/Ppbb0sldJpZOpKEPmQI5hMnUEeNQk+Z+iOdPImhQweUV16BlC/LJUkpoysVL5rQ0kzHUgYNpvOp04WeILogqUuXoP6zAXXpEhYvXszvv//OkSNHkOXs3wLjk+P5/cTvdP29K4NXDkZHZ2Tjkbzf9v17hTQT0s1VKLt6Y/i7KsqJ95FiL97b7dMac9dD6BX7Z9JCMWIyIc+ejaF7d+Tdu62btf79MR8/jj5iBOTweAmCIAiCIAiC8OASf+0/IPz8/Bg5dCgd22ST7yQNd6MbPSs+BsDSK7lIVu1WD92zAQBy7FGIv5h9+ZLCywvt229Rd+9GT7N6lbxgAYZ69ZB+/RXsHZFVjCiDBqP0eNwa/DnSdgodb7hzrdOX96ZjFXCCaB8HNyqcT7QpP1B+u379Oq+//jplypRh7ty5SJnkAIpPjmf9xfWMWj+KSt9W4sW/XmT79e1ISDzX4Dm+7f6t5biok8hHx2P46xEMewch316PhGatR/PrhLnF/1A7bgHXyoV5mnaTDh/G8OSTKNOn31udrHx5zGvWoP7xB5QrV8Q9FARBEARBEAShoIkA0QPku08/ZcjTT9tcflCVpwDLcvdJapLd7WmPPGu9LYc+BKOI0tCbNcO8Zw/q11+ju7sDIIWHYxg5EqVLFzh1qoh7mEtRUSArdgd/8jOp9LH2U3ksuFSW+YEKiqqqvPjii0RFRfHTTz/h6+tr3Xcj+gY//fcTvZf1puzXZem9rDe/HP2F6KRoqnhV4aP2H3Fh7AXmdZuO8cp8lM1tMG5qgnJhFpLpjrUe3bkiat3JJD9xDrXDRvTKQ0E2FOp52iUqCnnyZAz9+iGdPw+AriioI0di/vdf9McfL+IOCoIgCIIgCIJQWIrxNxcBLCsqpaWqKgeOHqV106Y5HtujfEfKOJUmKD6YL0/8wAeN3rSrba3yEOTjk5B0M3LoSrTK40F6iF4yioI2dixanz4o48cjL7cEyeRdu5CaN0d78020yZPB1bWIO5o3DRs2TL/B05OtqkpnRbFu2rZtW6YreuVFdHQ027dvJ3nhHiIv3Ma3Yjk8nm2Vr22k9c0337Bjxw5GjRpFjx492B+0n3UX1rH+4nqOhx5PV7aiR0WeqP4E/Wr3o32ltih3diKf/QDp5iokLTFdWV12QC/fG63K8+h+nUBSKPZ0HWn9epSPPkIKC7Nu1urXR/2//4N69Yqwc4IgCIIgCIIgFAUxgqiYyxggGv/JJ3QeOJB/bBjR4WRwYmZLy6pQnx+fzem7F+xr3NEX3bsLAFJyGFLkDvuOLyn8/VEXLcK8bh16ykpXktmMMmMGhvr1kX7++YFe7SxjgEhduoStAXVRly7JtzbSjkDav38/a9eupUyZMvTr14/I1YeRL4Zz65/DXH7mB3bt2pVv7aY6fPgwH374ITVr1mT8lPH0Wd6Hdr+24/M9n3M89DiyJNO6Qms+6fgJh0cc5uLYi3zXbhyd43fhsKEuhu3dka8vThcc0r0aozaehfmp66itfkcv89iDERy6edOydP3YsdbgkO7igvrhh6irV4vgkCAIgiAIgiA8pESA6AHzyvDheLq7M2TsWA4fP55j+QGPPMkTFbqQrCUzes8kNF3L8Zi00iarlkNX2N3fkkTv2hXzf/+hvv8+uoMDANLNmxjGjMHQoAHSH3+AqhZxL4unbdu2AZZAUY8ePbh06RJPPPEE33zzDSdOnCAyMpJVq1YxaNAgWrRoAYBZ0+xfgS8T+/fv5/HHH0eSJN765i3a/9Ge9RfX46g4MqDOABb0WsDNN26y/dntTGz5Bg0ST2PY2RPD+poopz5Gir9qrUt3KIVa/VWSux7A3HU/WvXR4FAqz30sFGYz8s8/Y+jWDXnrVutm7bHHMG/ejPbii6A8AAEuQRAEQRAEQRAKhAgQPWBqVavGqvnzUVWVp198kcvXr2dbXpIkvmv9CW4GV/aGHuanc4vsak/37ohuLG2pK2IzJEfmtuslg5MT2ocfYj5yBK1nT+tm6dIlDM8/j6FpU6TVqx/oRNa5YUuOog0bNtCrVy8URWHjxo38+eefjBkzhlq1amEwGOjZsye//vorDg4ORJnNPHH0Pz67ejVP/dq2bRs9evQgKTmJgbMHMvbgWIJigqhZqia7nt/Foj6LGFZvGKXVSOT/3sDwVyUM+4cjh2xGwvIc6khoZbphbvUH5ievoTX+Crwa5alfhe6//zA8+ijKp58ixccDoPv5YZ47F3XePPD3L+IOCoIgCIIgCIJQ1ESAKB95G10pdzkJb2PB5qRp3bQpv82aRVh4OE89/zwbNm7MtnxFV38+bToBgMmHv+Bm3G3bG5ONaL59AJB0E3LYmlz3u0SpUQN11SrMO3eide5s3SydPo1h4ECUNm2QNm16YANFHTt2tKt86gih7MTGxuLp6cm///5L69at0+1LMicREhvChYgL/Hf7Pw56RhGmmbhlSsr1KCJN11h1aBXJXZJxnezK70G/o+kaw+sPZ9+L+2hYpiHEXkY5OBLDxgYol35ASr5rPV53rYoa8BHmnhdR2/9tWaZeccxVX4pMbCzy+PEY2rRBOnIEAF2SUIcPx7x5M3qPHpDJSm6CIAiCIAiCIDx8RIAoH21uNY52oV5sbjWuwNvq3aMHX3/0ERcuX2bsj1/y2L4Z2ZZ/pdYztPRtTExyLK/t+8CuL91imlnW9JYtUf/5B/PGjWgtW1q3y6nLhnfpglQAOXXskZsVyPKakDq1TU3TuHXrFgADBgzgzJkzNG7cGABd19l2dRv9VvTDc7onFb+tSMDcAFotaEX3pke5+4qZ/s39Ml2KPjtmzcz0vdOpMbsGP5h+wNTExB3THbycvPjlqV+Y/9R83JLDUQ6NxvBPPeSrvyLplqmBuuKMVnkY5g7/Yn78NFrd98ClYp4ei6IirVuHoVEjlFmzkDTL1FK9Vi3UFSvQPvkEPDyKuIeCIAiCIAiCIBQnIkD0ABvz3HM4V/cl6MRVwiIjsi2ryApz23yBUTay7sZmjkeesb0h11pobg0AkOJOQpwdxz4k9E6dUHfswLxqFXqDBtbt8q5dGDp3RnnySaTDh4ukb7aM7slPyqDByLPnIA8cRK9evejWujW+ly4hLV+Bu7s7CckJLDi6gGbzm9Htj278df4vNF1DQsLD0YMK7hUolWzgunMijzU6wht7PuStaR9x0YbpZicjz1FnZh0mB07mRvQN3B3cGVpvKCsHrOTG6zd4pnon5P9ex7ChLvKV+Ui6GQDd6IVab6ol4XSLBeh+HUB6QN8eb99GGTwYQ58+SClTUHUnJ9RPP8X899/oNqyAKAiCIAiCIAjCw+chWrO8ZPJ5rA435+4gcvt5eDz7sgHeNelS7lH+CdrG9tt7aViqrs3t6H4DINaSFFsOWY5W9cO8dLtkkiT0nj0xP/440p9/okydinT+PADypk3ImzahPf20ZRnxlNXQAgMD8335+NxKSEhg5MiRTJ48mTp16rBhwwa2bt3KO++8A0BwcDD/bd3KreBggoKDuR0ayq27dwkKCiI8PJyoqCiaNGlCi6AgOrh7IOkanbt15WrVqgS5unKzR2vmbvuAn4/8THhCOAAuRheeqfcMY5qNoXbp2sgpQZm4nl2ZUPUS88rd5Ifzv4ET/Pjq77zcYijvjn6NMr6+6fqerCUz48SPfHpsFslaMnKSzGcdP2NMuzE4GZwgMRj5xLvIl+chaUnW43SDB1rN19FqvA4OXoXzQBcUXUdasABlwgSk6GjrZq1LF9Tvv4dq1SBlNJcgCIIgCIIgCEJGIkD0gPNs8QjBfxwgYus5NE1DlrMf9dC+bCv+CdrGjpD9vB7wks3taKWfQr7ySUoeotVoj0wC2SGv3S+ZZBl9wADMffogLVpkSQx87Zpl15o1SP/8gzZhAtr48Wzbtq1AA0QNd0zBrWwEq3dM4Vj7qVmWU1WV5557jtWrV1OzZk0+/PBDVq9ezcKFC60Bos2bN/Piiy+mO87R0ZHy5csTERHBnDlzAHBXFM62aUtZo4G33nqLvTf38tH6j6gxuwZmzTJip5JHJUY3G82LDV/E29n7vv54qAbmXqpLnzulGdkymCCCMfc3MyfpN36csYgnynXm8Uc7cVO6zfGoMxy6c4zgBMuS7U9Wf5KPW35Mvcr1ICkM+dQU5EtzkdQEa/26wQ2txqtoNd98cFYhy058PMrYsciL7iWh10uXRp0+HX3oUJFnSBAEQRAEQRCEHIkA0QNONiqU6lCLyD0XuRYURJWK2edLaV/WkidnZ/B+NF2zjtjIkdELvVRXpPB1SOYIpMhAdJ/uee1+yWYwoD/3HObBg5F/+QX5//4PKTgYKSkJ5ZNPuPnL90T3akPDDMGb/BxVFG6K5W5NJ1RTbJZldF1nwoQJrF69moEDB/L+++8DMHfuXN544w3Kli0LQJs2bfjxiy/wL1MG/7JlKV+2LN516mAYPIQtAfWompTEgeef48ikd9mRGEFI5SR+mteY03dOW9tqW7EtrzZ/lV41e2GQs3n78fSEqCi6a1U58vSv/N/x7/nl+GKiHGNR66j8xb/8derfdIc4mB34sePnDG07BinhBvKJycgX5iCpcffOVXFBqz4ardY74Fg6Nw9p8XPpEoaBA5FOnLBu0p59FvWLL8DHpwg7JgiCIAiCIAjCg0QEiEqAMk83xK9foxyDQwCNferhZnAl0hTFicizdk0z08oMQA5fB4AcuhxVBIhs4+iINno02vDhyJ9+ijxrFpKqUjkoku9/WMeak+dg4Svg7090dHShTzv7/fffmTNnDu3bt2f+/PnWUWiSJFG37r3XR9WqVak6aFD6g1NGpkiSxCOuLtxoWY71PZN4ofQpEhUN7oCzwZmBdQcyptkYGpdtbFOf1KVLrLe9bt1ixvybPK21xsk9lhWDG7L47BoSkuKplehM7SQV3/i7BPgZaHr7c4xrpiCZY9LVp8tOaNVHWQJDTmVy8zAVS9K6dSjPP48UFQWA7uaGOm8eer9+RdwzQRAEQRAEQRAeNCJAVAIoTkZUXbOprFE20savKZtu7WBH8D778hB5tUN3KINkCkGKCARTGDj45nygYOHmhvb552jDhqG8/jry7t0APL3zInr9+hzr25dmv/6KZ6lSaJpGnz59aNKkid2reGXL05OtqkpnRQHgzz//ZObMmdSpU4fly5fj6Gj/Mu53/vcDX0wfxutlgzizsBOkxF/qx7oxou80htQbgpeTV+77rGtAGO18E8ArjuZe5fmigR9S/EUkLThNwWQgHsxpDpUd0KqORKs9AZzL5b4PxY2qIn/6Kcq0adZNes2amJcvhzp1irBjgiAIgiAIgiA8qB7QZXqKrzZt2hRJu2pCMi+8/TYfzsh+uXuw5CEC2BG8375GJAXNt6/lJipy2Bq7+ykA9eujbtnCe+N7EunqBIAUE0OjX3/lP1mmUUICX375JT179sRstkQ7oqOj0TTbgoDZUZcuQRs7BnXpEnbv3s1LL71E6dKlWbVqFd7e9+cCAsuqZJ1PnUYZNPi+ff9c+oc6c+uw2bCZM3fO4GJ04YXgcuw52oIj/7VgdLPR9geHok8jn5uJcuAFlM2tMOwLQB5+CPmJU8htriKHrkCOPYakxWV6uO5aBa3cE6h13sX8+Fm0xl+XrOBQRARK797pgkNanz6Y9+wRwSFBEARBEARBEHJNjCDKZ0UVIJKdDBw6dozYuMy/NKfVISVAtDPEzjxEgObXHyXoB0ubocvR/F8SCXDTsHl6mCwzddoqPjeN5724OJSffwaggaaxJSGB2z17srNnT4xGIwAffPABq1as4MC6dZT187O5Pz4ObridiiA24F4i5k6dOnH27Fn69u2L0Wjk+++/p3LlyllXEhVFZ1kBTbVuUjWVqUe/5vPj31va0XyY8vgUhgQMoVTvwSArgJpFhRnoOkSdQL65EvnmSqSYszkeogFBujvXJR9ale/BhzdOcUUqxSXdnV1P/GJbuw+iI0cwDBqEdPUqALoso02bhvb22+I6FARBEARBEAQhT0SA6AHnbXTF9fxd4mp6sXL1ajzc3XM8pknp+rgaXIhIusvJyHM0KGXHqAOXamjuTZBj/kOKPwdxJ8Gtfh7OoGSxd1WyBBcXbrz5Js8vXMgcoG6SZQn2cuvWMWDfPlSDAf3ZZ6lSpQqN69WzLu9+7tIlXDWNChUqZFv/sfZTCVQD6dT+Xp+Cg4Pp1asX0dHRrFq1ikqVKln3xZpiWX9xPT7OPrTwb4G74/2vp5CEMJ7d8QaBt/cAMLrpaNz2uDGq6Sibzxtdh7tH7wWFYi9kXgwJnCrD6Wi464oe4Yz6zlc8emQpyZIDqqZx+JFJ/HVjKgoyKnkfZVVcSb/+ivLaa0iJiQDovr6oixahd+xYtB0TBEEQBEEQBKFEEFPMHkB79uyx3t7cahztQr3Y3GqcTcEhuJeHCCyjiOyl+Q2w3pZDltt9/MMkMDAwxzLvv/8+25OSuPjHH6gzZ5Lo4ACAFB6O4eWXUTp35s1OnVizYAGSJKHrOqMmTaJu3bq8//77/P3339nW36lTJ4KDg7l06RIAMTExSJLE3Llz6dq1q7XcufBzPPq/R3lm9TM8vvhxfL/ypenPTXmlxhlGVD9F9/pHqLeyMzVWtCXw9h5cDS4sfHohs7rPwpA21uzpyVYXZ8tKZGnpOlLEYeTj72LYUAfj5pYoZ79IFxzSkdBKt0VtNJPkrgcw972Luek29H/qoh+oAuf9wK0eiQ9TbDspCXnMGAwjR1qDQ1qLFpj37xfBIUEQBEEQBEEQ8o0IED2A0gaIMlqwdCnPvvEGuq5nW0dqHqLtwfvsbl8v3RNdtuTOke+sAS3R7jpKooY7prC5bAQNd0yxbtu2bVu2xwQFBbFo0SK6detGjyefRHvtNb5++WW0AWmCcHv2YGjZEnnqVIiOBmDS2LFUr16dL7/8kmHDhjFnzhxMJhNgCUrpuk5UyspWAIMGDaJz584A1KhRgyNHjvDcc89Z968+t5o2C9pw5s4ZfF18qexZGU3XOBF6gp/L3WJB2SA2e0dwPvoyiWoSjg5e1KnYm0EBllXNOqYJVKTNcwTA3WPIxyZiWF8Tw5bWKOdmIsVdtpbXkdF8O6A2noX5ySuonbai1XgNvBqB4mz7E1ASXb+O0qmTdQoigDpqFOqWLZDD6DFBEARBEARBEAR7iABRCXP4+HGWrFlDUHBwtuVSA0Q7gy15iOxi8ED36QGAZI5CitiSq76WNOGmWG7WdCLcFGvzMVeuXMFgMPDll19aVyuLcXdHXbQI8/r16DVqACBpGsqCBRi6dEFes4buHTpw8OBB5s2bh6IovPnmmzRq1IiVK1fy66+/0qlTJwakCTINGzaM0aNHW++7uLgAYNbMfHPqG4asHkKMKYZ2FdtxeMRhLoy9wNXXrrKk7xImXa/M1GvV+OVcXTZ2/4OaFftSu2JfkuR7K55lnFbXqVMnpDu7UXb2wvhvc5TzXyPFX7Pu1yUFza8zapPZmJ+6htrxX7Tqo8HZ345HvGST9uzB0KoV8qFDAOhOTpjnz0f79lvIxWpzgiAIgiAIgiAI2XmI5mk8HBoFBABw9NQpKpTLeuWmpj71cTE4E54Uyem7F6jnXcuudjS/AchhqwFLsmq1dM9c9/lh1rZtW+bPn88jjzxy3z79sccw//cf8tdfI//f/yElJCCFhWF48020P/6AuXN57rnnOHfuHO7u7kyfPp3Bg1NWGlNkRrzwIklJSTg6OvLyyy/fV39IbAjPrH6G7de3A/BWy7f4tOOnGBVLYmx/d3/61u7LgMhlbFVVOisKark2OF781xLMymyUmq4jhWxCPvMF8p1d6XdJBnS/zmgV+qKXfwocffP24JVg0rp1KEOG3Ms3VKUK5qVLoVGjou2YIAiCIAiCIAgllhhBVMKkDRBlx0FxoI1fMwB25GaamWdrdMfyAEiROyAp+xFLQnqJiYmYzWY6duxoDQ4pgwaj9Hg8/ZLyjo5okyZhPn4crVs36/HygQMYmjdHnjgRV03j3Xff5ezZszj3bYxLz/qU+ukZ5syZg2MWI0323dxHqwWt2H59Oy4GF35/+ne+6PKFNTiUlrp0CVsD6t6bMpYZXUW6+SeGzS0x7HwqXXBId6mE2uhrzL1uorb/G73qi/keHPI2ulLuchLeRtd8rbcoSAsXovTvfy/fUJcumPfuFcEhQRAEQRAEQRAKlAgQlTD1atVCluUcA0QA7cq0BHKXhwhJRvPtZ7mJhhy2yv46HmKff/45zZo1o1q1avc2RkWBrNA5PsFyO63KlVF/+gnzggXoKUvSS6qK8vXXvPXTT0jLluHn64v7iLZ4vtoZQ7kMCaJT6LrOD4d+oMvvXQiKCaJWqVr83uF3+tXul7sT0XWka4swbGyIYe8QpLtH7+1yr4W5+XzMj59BqzEWHErlrg0bpE3W/iCTv/4aw0svIakqANrAgahr1kCpgnvsBEEQBEEQBEEQQASIShwnJyd8vbw4ZkOAqEOaPEQ5JbXOjFamv/W2HLo88ylHQqacnZ1xdnbG3z9Nzh1PT9DUzFcAS6F36oR540bUt95Cd7IkCveMjcXwzDMojz9O9RsR6cpvvbKVtza9Rf8V/Wn1SysqzqrIG5veIFlLpm/tvux8didV3avm2N+OmayWJaEjH3kDw4EXkGLOW7dr3k0wt16Kufsx9EeGg3z/qCS7ubuzy9kJbFyp74Gj68jvvosycaJ1kzpmDOpvv0HKqnaCIAiCIAiCIBS+r776is6dO1OxYkVq1KjBsGHDuHDhQroyISEhvPLKK9SqVYvy5cvToUMH1q5dm65MZGQkI0eOpFKlSlSuXJnXXnuN2Fjb89cWBhEgKoH8fX25FhRExN272ZZrVroBzooTd5IiOHX3fLZlM+VUCc3DMgpJSriMFHvU/joeMLYsW2+LiRMnsmvXLgyGe2nA1KVLUP/ZkH4FsMw4OaG98Qbmo0fRnnjCulneupXAsYt575ddOMXG8NJfL9FjcQ9mH5rN2vNr+S/4P0LjQzHKRr7s8iWL+yzG3dG2gEvGJNQGNKZJO1AuzbVu03zbY263DrXLXvQKfUDKv7cXde4P7K5ZE3XuD1mWadOmTb61V6jMZpSXX0aZOdO6Sf3oI7SvvwZZvEULgiAIgiAIQlHas2cPI0aMYNOmTaxcuZLk5GT69u1LXFyctczo0aO5ePEif/zxB7t37+app57ihRde4Pjx49YyI0eO5OzZs6xcuZIlS5awZ88e3nzzzSI4o6yJbx8ljDJqNKlfk4+dPp1tWQfFgXZlWgCw5vrGXLWn+fW13pbC/spVHQ+S7Jat93Fwo8L5RHwc3LIsc+7cOSIiLKN8FEXJtEzGYExGe/bssdyoWhV19Wp+69/fOu3Mwazx6vLD7Bz5K3FLFyLp8ELDF/i2+7f82f9P9r+4n1tv3uLNlm9aV02zVxmDI9/Fb+JJybJUvS4pmJv/jNpxM3rZrpDLevPqgQwQJSSgDByI/OuvAOiShPr992jvvVdkj6MgCIIgCIIgCPesWLGCoUOHUqdOHerXr8+cOXO4efMmR48etZY5cOAAI0eOpGnTpjzyyCOMGzcOT09Pa5lz586xZcsWvv32W5o1a0br1q354osvWLlyJbdv3y6aE8tEiVnFTE3J2ZH6O4fC9lZu/zH5LU0fdF1Pd55p7yvRMfR1cGA28N+JE7Rv2TLbagc88iSbbu1g0cWVTAwYkz5oYMt5e3VFkd5H0pOR7/xNcqVJIGUe+LDWmd9y83zmUsbHPq3/Hv2QqZunMuXlD61l0pbXNI3nnnuOW7ducerUKetS8/b2e/fu3bRs2RJUFeOQYfirKjea1CSkc10aLvwHB7NOpSidP5dBeLvmuPV/G7169QxVqZn+zlHSXTa6HkHWgiznJzuQ3OJ3NP+nCu4ayep1b92tZlq+2Lt7F4f+/ZF37wZAd3AgecECtL59C/yxLLLyme3P73MtpOff7munKBTie6NQDBT285fL61nTtHS/870PD4u8nru9n50F8bfww/z85UKhf+4UxWdIcfzcKg5/Z+bm76uCbrOgj88nWV03qelVoqOj033/dXR0zHKRn7Sio6MB8Pb2tm5r0aIFq1atonv37nh6erJq1SqSkpJo27YtAAcPHsTT05PGjRtbj+nYsSOyLHP48GGefPLJXJ5l/ioxAaLLly2jGS5evJhjWUNoqF11m2Ni7D4mv6XtQ3JyMpcuXbLuS3u/hqpSz8kZgF379vFUDqNRGqg1cZIduRhzlTXH1lPfvXambWanorEZHqa9SMmh3D67hniHhtmeR37LzfOZWyaTiXPnztm8P+391atX899///Hss89y48YNu9tO+/yfvXCWQ5e3csb7IBt9IjjlZhneWH00fLceeqS8PHx2HkRr0oSw558n5MUX0Z2dM63blutGMUdS7dIryGbLdEQVJ65W/JbYmJqQzWOSV5m97lWzii7paLqW7lqAgnmN5TeHmzep8vrryCnvW6qLC1e//prYgIBCeSxtZe9jmVP9mdWX3++thf3823LtFJXCfG8Uil5h/52S1+v5ypUrBdKHh0Ven++Mj50t798P+vt1SVFYnztF8RlSHD+3MvapKF63ufn7qqDbzElxu74zXjeSJFG5cmXq1auXLgfQxIkTmTRpUrZ1aSkrSLds2ZK6detaty9YsIAXX3yRqlWrYjAYcHZ2ZuHChVStasn3GhISgq9v+pWcDQYD3t7ehISE5PUU802JCRBVrVqVS5cuUb169Syn7ljZm+jW37/ok+Om6YPRaEy3+lXa+wZFobSDgQBnF1zd3NKvkpWFp0O6s/TqWrabDtK7Ws9M28yOfGcgXNwLQEXHw5ir9s26cNqkzPklN89nLjk4OFCrVi2b96fej46O5ocffsDFxYUvv/wSzyySUGdHc3Nl8eXVLPX5l5mH/yAmORYsM8uQdGhevgXd23ZnhWsQnRt2xTh+PNLNm8jJyZSZNw/fTZswz5iB1rOndfqSqqpcvHgx5+smIQiHXYOtwaH4ZEeUxn9Qvubjdp+H3TJ53SshCrIkI+nS/a/xgniN5SNp1y4cnn8e6c4dAHRfX8yrV1O+SZOCb7ygr5Wc6s+svvx+by2k59/ma6coFeJ7o1AMFPbfKbm8njVN48qVK1SpUgU5r3nWHubXbF6f74yPnS3v3w/o+3VJUeifO0XxGVIcP7cy9qkoXre5+fuqoNvMSTG5vrO6bnRdx2QycfLkyftGEOVk3LhxnDlzhg0bNqTbPm3aNKKioli9ejWlSpVi/fr1vPDCC6xfv56AgID8O6kCVmICRKlPuKIoOb9p2vumqij2H5Pf0vRBkqR055juvmT551jjxmjffWdT1c9U78vSq2tZcXUdM1t+iDF11Slbz7t0d/TLzkhaAkrEP+jVPgY5i5WXCuJxzM3zmUsZH/uc9qfenz59OiEhIQxp0QKfLVvRB/TPso7MRCdF8/z20fx9YzM4Asng6+JL95vOVIzy5a24snhNXgXAlC1TkPr1w9yjB/JnnyF/8w1ScjLytWs4DBiA9sQTqF99BVXvrV6W7XUTexHD9ieQ4q8CoBv9OMU7NPJsUjjXRUobjz76qLWP3kZXXM/fJa6m1/39LuprNRvSb7+hjB6NlJwMgF6rFuZVq5AzTAEsMAV9reTmvTe/n69Cfv5t+swpKoX43igUA4X9/OXxepZlOe/XzsP8ms3vx86W9+8H/P26pCi0z52i+Awpjp9bxeHvzPz+bpsfbRb08fks43WTOsXMw8PDrrys48ePZ+PGjaxfv57y5ctbt1+5coV58+axZ88e6tSpA0D9+vXZu3cvP//8M19//TVlypQhLCwsXX1ms5nIyEjKlCmTl9PLVyJJdQllzwu9i39byjiV5k5SBBuDttvfmOKCXuoxS7vmu0h3d9tfRwl26dIlvv32Wxo0aEClTp3sDg5diLhA2/+15e8bm5EkhTLejahW/iluvHGDX2ZcpOPQz/D6Y9X9B7q6ok2bhvnwYbTOna2b5fXrMTRsiPzJJ5CYmH3jd49j2NrpXnDIsSLmBito9Oggu84hP6RNQr251TjahXqxudW4Qu9Hrmga8rvvYhgxwhoc0rp2xbxzJxRWcEgQBEEQBEEQBLvpus748eNZt24da9eupXLKAkGp4uPjAe4bGasoijUY1bx5c6KiotIltt6xYweaptG0adOCPQE7iABRCRViMjH1q6/4x4Zl2Q2ygUFVewGw6FImgQYbaKWfst6W76zNVR3FXcMdU9hcNoKGO6bYddykSZMwmUx89dVXdg+n33R5E4/+71HOhp/F36UMDSv1pUlUPcq7V0ZOWUY+46pnHTt2TF9J7dqoGzZgXrQIPWW4p5SUhPLJJzg0aYL7zp2Zti2F78Ow7TGkJMucWN2jLub6K8Cpkl3n8NCLjUUZMCD9MvajR6OuWQNeXkXXL0EQBEEQBEEQcjRu3DiWLVvGvHnzcHNzIyQkhJCQEBISEgCoWbMmVatW5a233uLw4cNcuXKF77//nsDAQJ544gkAatWqRZcuXXjjjTc4fPgw+/btY8KECfTt25dy5coV5emlIwJEJZQGTPv2W9Zs2mRT+WHVLHmD/r7+L3eTouxuT/fugK5Y5qpK4ZtAzWFkygMo3BTLzZpOhJticy6MJaC0MuYEa9asoU+fPrRv397mto6HHmf46uE8teQp7ibepVX5Vux98i8OdJqe48iZjAEjACQJfcAAzCdOoL79NrrBMrtUvnKFqq+9hvHJJ5H27btXPGQzyvYeSMl3AdBKNcfccQs4Fp/hjw+E69cxdOyI/NdfAOiKgjprFtqsWWAoMTN8BUEQBEEQBKHE+uWXX4iOjubJJ5+kdu3a1p9VqyyDK4xGI8uWLaN06dIMGTKEtm3bsmTJEubMmUO3bt2s9cybN48aNWrQu3dvBg4cSKtWrfjmm2+K6KwyJ76hlFDlHBw4sG4ddWycvtKoVAB1vGpw5u4FVl37hxdq2jmFSHZE9+mBFLocSYtDityKXvqJXPS8+PJxcMPtVASxAaWs2wIDAzMPyAC6qnF95R4ko8Lnn39uUxv7bu7ji71fsO7COuu2Rmoj/h32L46h4Xk7AQB3d7TPP0cbPhzljTeQd+wAQNmyBbZsQeveHe2VdihJHyNpJgA0v06obVaA0R24lfc+PCSk/ftR+vdHSlmVQPf0RF28GP2xx4q4Z4IgCIIgCIIg2CoyMjLHMtWqVeO3337Ltoy3tzc///xzfnWrQIgRRCVYo4AAmzKxgyVn0bCqfQBYdGllrtrTfHtZb5fEaWbH2k/lseBSHGs/FQBl0GDk2XNQBg3OtPyEoFok3IpgwtvjqFKlSo71zz8yn/a/tWfdhXVISPSv05/9L+7ncfPjOBruPY9pc/HkWkAA6r//YlqwgKQ0CdbkjRsx9H0f6XMTXALN/ynUtmtSgkOCTSIikF9/HaVDh3vBoWrVMO/cKYJDgiAIgiAIgiAUWyJAVILdjYpi47ZtBIeG2lR+SLXeSEjsCNnPtdibdrene7ZGN5YGQIrYCuYYu+t4oERF0Tk+AaIyn5I3aNAgunXrxsSJE3OsKtYUy4fbPwRgYN2BnHjlBH/0+YNmb3xB51On0wWh8iVABCBJaIMHc3b1apJ/+AG9/L2RURwDPgS+TEY6eip/2ivpVBVp/nwMAQEoc+ciaRoAWvv2mHftgtq1i7iDgiAIgiAIgiAIWRMBohJs865dPPX882xKmUaUk4qu/nQo2wqAlVc32N+gZEDzsUwrk3QTcugy++soAYKCgtA0DaPRSNOmTXFzc8vxmDmH5hAWH0Y172oseGoBNX1qWnbkEITKFwYDUoubSJ9FwEuAz71d8oZ/MLRujdK7N/z3X8H14QEnHTiA0rYthtGjkcItUwF1V1fUTz9F3bABfHxyqEEQBEEQBEEQBKFoiQBRCda4Xj0Ajp2yfQTIExW7ALAteE+u2tTKDrHelm/+AGp8ruopLgKzWwXO05OtLs7g6WndFBMTQ7t27XjppZcyPeS+FcaA6KRovtr/FQCT207GqBjz1Ge76Br+wV9iODvNkpGsM6gbJqF+/z16xYrWYvL69RhbtUIZMQJOniy8/hV3oaEoI0diaNsW+fBh62Zt0CDMJ0+iTZgAxkJ8PgVBEARBEARBEHJJBIgeMMqo0Tx6/jzKqNE5lq1SsSIe7u4cOn7c5vpTRxDtCjmIWTPb30HXOmg+PQGQku8g384+UVdxt23btnT30wZ41KVL2BpQF3XpEuu27t2706JFC2u2+owBocwSWn938DsiEiKoWaomQwKG3Le/wGhmjIdfwTdisXWT2nAGWqOP0V5+GfPp05ZAUYUK1v3y5s0Yn3wS5eWXwY7AY4ljNiN//z2GgADkX3+1btYDAjBv3oy6cCGkye0kCIIgCIIgCIJQ3IkA0YMmJoa2CYkQk3N+H1mW6da+PXsPH+bAkSM2Vd+wVF28HTyJSY7lv9u5m1KkVnoLPeWlJQfNfWByEWU7WihFViuWperevTuLFy9myJAhNpWPTIjkm/3fAPBBuw9QZMW2zuaVmoiydzDK9d8B0JExN5uHVvP1e2UcHS2BojNnUL/9Fj1tMutNmzD27IkyYADYEYAsCaQdOzC0aIHy9ttIKVP/dE9P1K++wnzwIHr79kXcQ0EQBEEQBEEQBPuJAFFJ4+7OLmcncLesOvX+m28iyzIfzphh0+GyJNOubEsAtl3blrs+uFRH930aAMl8F/n2gtzVU8gyjhayx+HDh5k6dSp37txBkiSbj5t1YBZRSVHULV2XAXUH5Lp9u5hjUXb1Rr5lWWlOk4wkt1yEXuW5zMs7OqKNGmUJFE2dil6mjHWXvGYNxmbNUAYNghMnCqP3RScoCGX4cAyPPYaUZpqd9vzzmE+dQnv1VTAYirCDgiAIgiAIgiAIuScCRA+aDAGgjNS5P7C7Zk3UuT8AULdGDYb16cPW3bvZunu3TU10LNsagO3Xtue6m2rFN9CxjIaRg+aBuQCTLOcDZdBgy2phPR5HGTSYhjumUGHzO2wuG0HDHVNyPP6rr75i2rRpBAcH29xmeHw43x38DoAP23+ILBXC5WiKQNneAzl0KwC64sKVSt+ile+d87FOTmjPPYd5+3bUjz5C9/Oz7pJXrcLYtCnKkCElL0eRyYQ8fTqGevWQly61btaaNMG8axfqTz9BmsdCEARBEARBEAThQSQCRA+YjAEgW3zw5psYjUY++PJLdF3PsXyHcpYA0e6buzGpptx11PkRdL/+AEhqjCVIVJylrhYmKxAVRbgpFkWSuVnTiXBTbLaHXrt2jZUrV9K1a1fqpSQGt8XM/TOJMcXQsExDetfqnccTsEHCbQyBXZAjDgCgG70wtV1HrFtr++pxcrKMmtmxA3XmTPSyZa275D//xNC0KUrfvshffIH0119w6RKkLPn+oJE2bcLQuDHK5MlIcXEA6D4+mH/4AXX3bvQWLYq4h4IgCIIgCIIgCPlDBIgeQG3atMn2fkaPVKzIyKFDOXjsGH/9+2+O9Qd41aS0Yynik+M5dCf3+WXUiq+hS5YVnORbCyA5Itd1FWdz5sxBVVXeeOMNm48JjQtlzqE5AExpP6XgRw/FXcEQ2Akp2pJYWncsg7njZnSfVrmv08kJ7bXXMJ87hzpjhnXqmaTryH//jfLBBxj69cNYpw4Gb28MLVuivPAC8vTpSOvWwYULYM5FIvTCcOUKSv/+GJ58EunCBQB0WUYdPRrzqVPoL70ESiHlixIEQRAEQRAEQSgEIkD0ALI3QAQwaexYnJ2cmDJzJqqqZltWlmTap6xmti14b+476lQBrcwgACQtDjnox9zXVUwlJSUxf/586tSpQ9euXW0+bsbeGcQnx9OsXDN6Vu+ZdUFPT7a6OIOnZ+47GXUKw9aOSHGXAdBdKmPuHAheDXJfZ1rOzmivv24JFH35ZbqpZ6mkhASkI0eQFy1CmTwZQ58+GAMCMHh6YqhfH6VfP+R330X63/+Q9uyBO3dybNaW173dEhKQP/kEQ8OGyGvXWjdrbdpg3rcPbdYsKFUq/9sVBEEQBEEQBEEoYiKj6kOirJ8fk19/HUmSUFUVJYfRDx3LtWbltfVsD97Lew1fy3W7WoVXkUOWIekm5Nu/oiVOBqeyOR/4gDh+/DjR0dF8+eWXNienvhVzi7n/zQUso4eyO05duoStU6bQYepUuHXL7v5JEYdQdj6JZLKM3tLda2PusAGcC2AJdhcXtDffRBs7Fs6cQTp9Ot0Ply8jZZhqJiUnw7lzSOfO3VedXrYseqNG6FWrogcEoNetC5Urg2yJa+drgEhVkf7+G2X8eKSrV9P1Qf2//0MfOhTsSD4uCIIgCIIgCILwoBEBoofIhDFjbC7bISVR9d7QwySpSTgqjrlr1LEsWtlnUG7/gqQlIp/5Eq3xV7mrq5hRVZVDhw7h6+trXdbeFtP3TifRnEjrCq3pVrVbjuU7duyYq/5JodtQdvdFMltyKGneTVDb/Q2OpXNVn82MRmjQAL1BA9JlvEpMhLNnLQGjM2eQzp9HOn8eLl5ESkq6v//BwUj//JNum+7qil6nDnrduveCRjVrgqMdr8+ICKSTJ5GOH0c6cQKOH7f0KSHhXjsGA9prr6FNngweHnY+AIIgCIIgCIIgCA8eESB6CP27eTPt27XDMZsv1bU9q1HWtSzBccHsDztinXKWG1qF0cghi5G0BOTLP6HVegtcKua6vuJi7dq13L17l8mTJ+Ps7GzTMTeibzDviCVh95R22Y8eStWpUye7+ybd+gtl71AkzRJ40Xzboz66EoxFGOxwcoJGjSyjgtJuV1W4fv1ewOj8eaRz55COHUOKjExXhRQXh3ToEBw6ZN2mGwxQvbolaFS3Lnr79ugNG1pW+rtwwRoIsgaFbt7Mtpta586oX38Nderk48kLgiAIgiAIgiAUbyJA9JBZsHQpr0ycyIbff6dL27ZZlpMkifaV27Ps9DK23d6bpwARDr5o5Z5DCZqLpJmQz3yO1nR27usrBqKjo5k+fTpGo5FRo0bZfNwXu7/ApJpoX6k9nR6xP/BjC+naIpSDI5B0S64prdwTqK0Xg2JbEKvQKQpUqYJepQp69+73tus63LiBFBiIdOqUZZTPqVNIQUHpDpfMZsvIpLNnYeXKe4cbjZYpbDnQJQmqVUNv0ABt8GD0p58W08kEQRAEQRAEQXjoiABRCZRdbpb6tWvTsGZNPN3dc6ynY+WOLDu9jO3Be4G38tQnrfwryMG/I6mxyFcWoNUeB65V8lRnUVq+fDmHDh1i7NixlElZvSsnV+9eZcGxBUDOuYdyRdeRL85BOXrvudIqDUZtPh9kY/62VRgkCSpVQu/aFT1tAvCoqHsBo9T8RhcuIGVIvp5ZcEj39ESvX9/y06AB1K+PHhAArq4FfTaCIAiCIAiCIAjFmggQlUDZBYiaNWzIoG7daNawYY71dKjcAYD9YUdJMCfibHDKfaeM3mj+L6Lc+BZJN6Oc/gy1+bzc11cErl27hsFgoHz58jz//PN4eHjQr18/m4//bPdnJGvJdHmkC+0qtcvfzsXfQDnyBvKtv62b1Gqj0Bp/A1IJW6zQ0xO9TRv0tK/zxERLkOj0aaSrV5GOHkWKirLkK0oJBun160OlSmJ0kCAIgiAIgiAIQiZEgEjIUnXv6pR3KUtQfDB7Qw/T2f/RPNWn+b+EHPwbUvJdpKsLofZ4cK+ZT70tWEFBQTRr1oz27dvz559/oigKAwYMsPn4ixEXWXh8IQAfdfgo/zqmq8gX5yKf/MCajBpArT0Rrd7HD08wxMnJMhqofn10f/+i7o0gCIIgCIIgCMIDp4QNLRBssf3wYVo99RRqhik5GUmSZF3NbFvw3rw3bPC0JKgGJDSU/c+COS7v9RYCDw8PPvjgA7uCQmlN2zUNVVd5vNrjtCzfMn86FX8TZWsHlKNvWYNDulNZzK0Xo9X/5OEJDgmCIAiCIAiCIAh5JgJED5nH9s3gnHSX/06c4PL16zmW71jOEiDanh8BIkCr/iq6S2UA5Mj/UPY9A3r2gariwN3dnddff53BgwfbfezZO2dZfGoxAB+2/zB/OpR0C8O2rsgRB6yb1KojMXc/jl7B9mlvgiAIgiAIgiAIggAiQPTQiUyOQ61XGoCT587lWD51BNHBsGPEJufDaB+jO+a2q9ANluXW5dvrkI+8bVmxqphKvhTGzRyWRs/Op7s+RdM1nqr5FE3LNc17hxJvYjgxCCnuEgC6axXMnQItK8M5eOW9fkEQBEEQBEEQBOGhIwJEDyHniqUAOGVDgKiKe0Uqu5bHrJvZE3oofzrgWQ+1zTJ0yZICS7n0A/KFWflTdwGI+S6Qhg0bEh8fb/exJ0NPsvz0cgA+bJcPo4cSb2A4ORgp6QYAult1zJ22opfOW34oQRAEQRAEQRAE4eEmAkQPISd/L5BsG0EE0CFlmtm22/kzzQxAL9MZtdlc63352ESkmyvzrf688nFwQ9U1vP69jvl8CAMHDsTFxcXuej7e+TE6On1r96VhmZxXjsuWNThkGc2ku9XA3HEzOJfPW72CIAiCIAiCIAjCQ08EiB5CsqMBhzIenDx71qbyqdPM8isPUSr9kWdR674PgISOsv95pPB9+dpGbh1rP5Wbj81E2XQBgFGjRtldx5HgI6w+txoJiQ/afZC3DsVeTgkOBQGgO1dNCQ6JFbsEQRAEQRAEQRCEvBMBooeUUwVvLl69SkJiYo5lUxNV/xd+kmhTTL72Q6v7AVrlZwCQtESUXX0h9mK+tpGVwMDAbPeHhoZy5swZ2rZtS8OG9o3+0XWdj7Z/BMDAugMJ8A3IbTch9hKGbV3TBIeqYa63BJzL5b5OQRAEQRAEQRAEQUhDBIgeAnv27Llvm1NFbzRN4+zFnIMxFV39qeZeGVVX2RVyMH87J0mozeai+XWy3DXdwbCzFySF5287mdi2bVu2++fPn4+qqowZM8buur87+B0bLm3AIBt4v937uewhEHvREhxKSMk55FzDEhxy8Mt9nYIgCIIgCIIgCIKQgQgQPQSyChABnLBxmln7sq0A2BFcAFPAZAfU1kvRPeoCIMVeRNndD9ScRzcVFLPZzE8//YS7uztPP/20Xcduv7adiVsmAjC9y3Rq+dTKXSdiL2IIfAwpISXnkEtNzPUWg4Nv7uoTBEEQBEEQBEEQhCyIANFDyqmCJUBky0pmcC8P0bZ8zkNk5eCFue0adKeyAMjhe1AOvQy6XjDt5WDNmjUEBQXRuHFjjEajzcfdjL7J0FVDUXWVofWGMqaZ/aOPANBMGPYMQkq8BYDuWS8lOFQ6d/UJgiAIgiAIgiAIQjZEgOgh5VDGnUYBAZTy8rKpfGoeoqMRp7ibFFUwnXKtjLntanTFslqYfH0J8qUfC6atHPzwww8YjUa7ppclmZMYtHIQYfFhNCzTkDmPz0GSpFy1L5/+DCnqBAC6e23MHTaC0SdXdQmCIAiCIAiCIAhCTkSA6CElyTIH1q1j4tixNpX3dylDDY+qaLrGzpADBdcx7yaoLRZY78pH30GKyOe8R0DDHVPYXDaChjumWDZ4eoKmgqZyHNixYwf9+/enb9++Ntf55qY3OXjrIKWcS7Gs3zJcjC6561zkEeSzXwCgSwbMrX4DRzGtTBAEQRAEQRAEQSg4IkAk2KxjSh6i/F7uPiO9Qh/Umm8CIOnJKHuH5HvS6nBTLDdrOhFuigVAXboE9Z8NqP9sIHrKhzRu3JixNgbPAOYfmc/8o/ORkFj49EKqeFXJXcfUJAwHXkTSVQC0Ou+CV6Pc1SUIgiAIgiAIgiAINhIBoofYoWPHeO7NNzl8/LhN5TukTDPbdrtgA0QAWv1paD6W9qT46ygHXgRdK/B2AVq3bs2+ffto3ry5TeUPBB3gjU1vAPBxx4/pWrVrrtuWz0xDij4FgO7VEK3OpFzXJQiCIAiCIAiCIAi2EgGih9jd6GgWr17N8TNnbCrfIWUE0fHIM4QnRhZk10A2orb+Az1lapUcvAH57JcF2yYQExMDgCRJNuUPCokNYdDKQZhUE0/XfJoJrSfkum0p4jDy2elAytSy5j+DbHuCbEEQBEEQBEEQBEHILREgeoi1a9GCsOPHeWHQIJvKl3H2pY5XDQB2hOwvyK5ZOJdHbfkbOpZAjXzyI6TQQOvuwMDArI7MFU3TaNGiBcOHD7epfLKazLDVwwiKCaKWTy3mPzU/10mpUZNQDr50b2pZ3cng1TB3dQmCIAiCIAiCIAiCnUSA6CHjbXSl3OUkvI2uODo64unhYdfxHVOWu9+ez9PMsgr26GW6oAV8CICEhrJvOCRYln7ftm1bvvYhKiqKJk2aUKNGDZvKvxf4Hjuu78DdwZ3l/Zbj4WjfY5mWfPoTpOjTAOhejdFq534kkiAIgiAIgiAIgiDYSwSIHjKbW42jXagXm1uNA+DY6dP8uHAhmmZbfp8OKQGibfmcqDq7YI9W5120Mt0AkJJCUfYNAy05X9sH8Pb2ZtGiRXz44Yc5ll18ajGzDswCYP5T86ldunau25UiDiGfnQGALhkxtxBTywRBEARBEARBEITCJQJED7mFK1bw2gcfcOr8eZvKty/bEoDTd88TmnCnILt2jySjtvwfd02WETrynd3IJz/I1yZiY2NRVdWmssdDjzNq3SgAJraZSO9avXPfsJqIcuBFJCwBOq3uZPCsn/v6BEEQBEEQBEEQBCEXRIDoIdfzsccAWLVhg03lSzuVor63ZbTM9uB9BdavjBru/4634zuTnPKSVc59RR1324JatnjttdcICAggJCQk23KRCZEMXDGQBHMC3ap246P2H+WpXfnUx0gxZwHQvJug1R6fp/oEQRAEQRAEQRCE/PPVV1/RuXNnKlasSI0aNRg2bBgXLly4r9yBAwfo1asX5cuXp1KlSjzxxBMkJCRY90dGRjJy5EgqVapE5cqVee2114iNjS3MU8mRCBA95Nq1aIGvjw8rbQwQQZo8RPk0zazhjilsLhtBwx1TsiwTborln6qVmeLc1rqtf4W/ITE4z+0fOXKEP/74g+rVq1OmTJksy6maynNrn+Py3ctU8arCb0//hiIruW5XCj+AfO4rAHTZAVWsWiYIgiAIgiAIglCs7NmzhxEjRrBp0yZWrlxJcnIyffv2JS4uzlrmwIED9O/fn06dOrF582a2bNnCyJEjkeV7IZeRI0dy9uxZVq5cyZIlS9izZw9vvvlmEZxR1kSA6CFnMBh4uls3Tp8/z5mLF206pkO5lDxE+ZSoOtwUy82aToSb7kVPs0paPd+xAVqFfgA4K0koJ97Pc/uTJ08GYNq0admW+2TnJ/xz6R+cDc4s7beUUs6lct9ocjTKgRfSTC17Hzzr5b4+QRAEQRAEQRAEId+tWLGCoUOHUqdOHerXr8+cOXO4efMmR48etZaZPHkyr7zyCm+99RZ16tShRo0a9OnTB0dHRwDOnTvHli1b+Pbbb2nWrBmtW7fmiy++YOXKldy+fbuIzux+hqLuQH5JzR9jUx4ZG3PNpCtv7zH5LQ990HU93eOS8X6fxx/n58WL+fPvv3n3tddybLNN6WZISJyPvsyNmFv4u2Q96ibT88isj9bdlv2BgYG0b9/+/jKShKnh1zheXovkkIx89TeSXZ9Gd29kdx90IOm/62zevJlhw4ZRr169LF8/f134i892fwbA7B6zqV+6vs05i+6jaxj3PYcUaxmWqHk1Ibn6Wzk/vxn358Nr0q7rpoD6YHeb+V3+YVLQj6W9r+HctJHXPuRbM3ZeO0VBXDsPl8J+/nJ5PacuimHr4hh29+Fhkddzt/fzvCD+Fn6Yn79cKPTPnaL4DCmOn1tF8bdvTn2wd39BtFnQx+eTrK4bXbd8+4yOjkaSJOt2R0dHa0AnO9HR0YBlkSOAsLAwDh06xIABA+jWrRtXr16lRo0avP/++7RubRlccfDgQTw9PWncuLG1no4dOyLLMocPH+bJJ5/Mw5nmnxITILp8+TIAF20YBWMIDbWrbnNMjN3H5Le89CE5OZlLly5leb+8ry9eHh4sXrOGgU88YVObdVyrcTruIiuOr6Wnb2eb+2KOibl/m9mMIsmousa5c+cAMJlM1tv3lbkaQcDByhgetTzX6rn3uOI1CyTbBsSZY2Iwm83IukTs/F04ODjwzDPPpGsvrasxV3lh+wsADKk6hCaGJlmWtUXZkNmUubPO0hfFgwu+UzFduJTDUfe/bjN7LHPLluumoPtga5s5KYw+PagK+rHMqf7M6svv99bCfv5tvXaKgrh2Hi6F/XdKXq/nK1euFEgfHhZ5fb4zPna2vH8/6O/XJUVhfe4UxWdIcfzcKoq/fXPqQ0YF0af8fo8pahmvG0mSqFy5MvXq1UuXA2jixIlMmjQp27o0TePdd9+lZcuW1K1bF4CrV68C8Pnnn/PJJ59Qv359lixZQu/evdmzZw/VqlUjJCQEX1/fdHUZDAa8vb1zzINbmEpMgKhq1apcunSJ6tWroyg55IVxd7evcn9/+4/Jb3nog9FopFq1alneB+jTowcLli1DlSRqVq2aY5td73bg9OmLnNUv83q1kbZ3xt//vk2GWwZkSUbSNWrVqgWAg4OD9XZmZeSzFdHr3kbyjsPFfI6aHsdQ/frb3AfDLQNJW8+hXgnnjbffpmPHjpkWjUmKYfDCwcSZ43i0wqP82PdHjEru8wTJQatwODUPAB0ZrfViqvjZGGDL+Fxk8ljaS1VVLl68aNt1U0B9sLvNnBRGnx5UBf1Y5lR/ZvXl93trIT3/dl87RUFcOw+Xwv47JZfXs6ZpXLlyhSpVqqTLy5BvfXhY5PX5zvjY2fL+/YC+X5cUhf65UxSfIcXxc6so/vbNqQ8ZFUSf8vs9pohkdd3ouo7JZOLkyZP3jSDKybhx4zhz5gwb0uTwTR0V+/zzzzNs2DAAGjRowPbt2/n999+ZMiXrXLvFTYkJEKU+4Yqi5Pymae+bqqLYf0x+y0MfJElK95hkvA/Qr2dPFixbxuqNG3n31VdzbLNTuUeZdXo+O0L22/chlUVZybpbybKP6cvI6PtrI/U4DIDhxnTwfRwMHjb1QTeZifl1D5K7E5MmTcr0HHRd55UNr3A2/Cz+bv4s7rsYJwcnW84yc1EnMBy6F0zTGn6OVK4rNj96GfuYj69Jm66bAu6DzW3md/mHSUE/lrl5783v56uQn3+br52iIK6dh0thP395vJ5lWc77tfMwv2bz+7Gz5f37AX+/LikK7XOnKD5DiuPnVlH87ZtTH+zdXxBtFvTx+SzjdZM6xczDwyNdgCgn48ePZ+PGjaxfv57y5ctbt5ctWxYg3QCH1Ps3b94EoEyZMoSFhaXbbzabiYyMzHahpMImklQLAHRq0wZvT09Wrl9vU/m2ZZqjSAqXYq5xI+5WAfcuC7d90K/4ASAl30G+McvmQxPWn0QLi8V1UDO8vLwyLTNj3wxWnVuFUTaytN9SyrqVzX1fTREYdg9AUi2Z7rVKQ9FqvJH7+gRBEARBEARBEIQCp+s648ePZ926daxdu5bKlSun21+pUiXKlSt331S2ixcvUrFiRQCaN29OVFRUusTWO3bsQNM0mjZtWuDnYCsRIBIAy7Sz3j164ObqSlx8fI7lPRzcaeJjWXUrv1Yzyw39QHV02TIUUL79K8RfyPkYXSdh42kkN0ecn6yfaZnNVzbzwbYPAPim2ze0LN8y953UzCh7hyHFWfJkad5NUJv9AHZEqwVBEARBEARBEITCN27cOJYtW8a8efNwc3MjJCSEkJAQEhISAMvsl9dee40ff/yRNWvWcPnyZaZNm8aFCxcYPnw4YBlN1KVLF9544w0OHz7Mvn37mDBhAn379qVcuXJFeXrplJgpZkLezfnsM7uGrHYo25qDd46xPXgvw6v3K8CeZcLTk62qSmfFDa38aJQb3yDpZpTLU1EDFmYbfDGZTHg2rYpjrIqXm9d9+6/evcrw1cPRdI3nGz7PiMYj8tRV+cR7yKFbANAd/VDbLAfFOU91CoIgCIIgCIIgCAXvl19+AbhvpbHZs2czdOhQAEaPHk1iYiLvvfced+/eJSAggJUrV1KlShVr+Xnz5jF+/Hh69+6NJEn06tWLzz//vPBOxAYiQCRY2TufuWO51sw4OZftRTCCSF26hK1TptBh6lS4cRk5dDlSUhBy1C60iE3oPt2zPNbR0ZHgJbuZMmUKU9tPTbcvITmBgX8OJDwhnKblmvJt92/tmpeakXTtd5Tz38D/s3ff4VFU6wPHv7ObHpIQAgm9Qyihd5BeBelVUVSES7FckSp2vYIo4k8EpCjei4pIE5Hea+hIkxKSEHpIIaTX3fn9sWTJppDdzSYh4f08zz7JzJw5c2Znz8zsu+ecAVTFDl2bVeBSyer8hBBCCCGEEEIUnKioKLPSTZo0iUmTJuW43NPTkx9++MFWxcoX0sVM4O/vb/x/18GDdB46lGs3b+a6Xlvv5tgpdlyPv8212NzT5xutE7pqHzyavPYZ6JKyTarT6UhKyn6Zqqq8vu11ztw7Q2nn0vw+6Hec7KwflFq5fwrtyQnGaX2T/0Mt84zV+QkhhBBCCCGEEPlFAkTCJED0ICaG0+fPc+lq7mP5lLB3pUWZRgDsDy28cYgA1FI9ufagIgBK8i00d5Zmm27/0aNUqlSJDRs2ZFm2+NRifjn/CxpFw8qBK6nsUdn6AkWdRus/BEWfDIC+2mvoq4/NZSUhhBBCCCGEEKJwSIBImOjXvTt/LV1K7y5dzErfsWwbwPKBqvfu3Wtx2TLr1KnTowlFYVdIe9SHD43X3FoEybezrKPT6ahWrRp16tQxme9/05/JuyYDMLvLbDpV7ZRlXbOoejRXvsFud3uURMP29V5t0DX9VgalFkIIIYQQQgjxxJIAUTGnHT+BdgEBaMdPyD0x4ODgwPHjx83Ov3O5tgDsvHOANH2a2evt27fP7LQAXg4lqBiQhJdDiUfb7tzZJE1Eohf6ci8DoOiT0F6blSWf7h06cPz4cZMA0Z3YO4xYP4I0fRpD6w7l7ZZvW1Q2o6RQtAf7oj03HUVNBUDv2Rxd29WgcbAuTyGEEEIIIYQQogBIgKi4i43lmcQkiI01e5U74eF88NVXZg3G9YxPC0o7liI8KZLddw7lpaSPdbbDJ3QLLcXZTINKZ6av/G9Uey8ANJGbUR4cNC7T6XRZ0qfoUnj+j+cJjQ+lfpn6LO2z1LpBqWMuYbejBZp7Ox9tz3cyui77wMnH8vyEEEIIIYQQQogCJAEikcX1u3eZs3AhR48ezTWtvcaeodUMj/v7LfjP/C5a7uw80FWZZpzUXp0KqQ8AGDZ+PP1eecUkUDRl5xSO3DqCh6MHawavwdXB1fJtpsZg5z8UJfkeAKpTWdI6bEHfcLa0HBJCCCGEEEIIUSRIgEhkUblsWQCOHDFvXKHnq/cH4M8b24lPTci3cplL9R6K3qMdAEpKKNrg9wmPiGDr3r2oqopWaxin6JzmHItPLwbgf/3/R81SNa3YmIr2xBiU2ADDpIcfad1Povp0s83OCCGEEEIIIYQQBUACRCKLsqVL4+riYlYLIoBWZZpS3a0y8WkJbLy5M/cV8pmKwsgFqdyPM0xrIjaxYtFI0tLSeH7gQAD+Dv2bbXbbAPig/Qf0rtnbqm1prnyN5vYGw3btPUhruwacvPO8D0IIIYQQQgghREGSAJHIQqvR0LJxY44fP05qamqu6RVFYUT1AQCsCt6Qv4Uzw84DB1i17Tifbn4UqBnf+gp+Vd3o1707AK9vfR2doqN3zd6898x7Vm1HubcHzfn3jdO6lv+FEjXyVHYhhBBCCCGEEKIwSIBIZKt1s2YkJCRw/vJls9KndzPbcfsA4UmRedr29yF7OW8fRcMDH/F9yF7jfJPH2udAVVU+mTcPBwcH3pz+B/oyhhZDJV1hzyflKOGk4eSdk5y8exKtqmVpn6VoFDOrgaqH2Ksot9ahufAR2qMvoqAHQFfvPdTyfSzeVyGEEEIIIYQQ4klgV9gFEE+Wbkfn4ur9gJvx0QAcOXWKpg0a5Lqer0cNmno14HTkedZc28TEui9bXYYJVTsTmrqP9ZmeWJb5sfbZSU1NpWv79nRs04bKFSqgS/sYJfoYSsodytgFoB5rhLvixVRPCIytirered3BlGv/Q3tuBkpK1uCXvmxP9PXez2YtIYQQQgghhBCiaJAWRMJEVGo8d6s7oq/mBhgCROZ64WE3s98KsZuZg4MDn06ZwqwZM/D39zc81az216gPP+qKmkJ9/V2+LA3rqwWhPfI8JEfknKGqornwEXYnx2YfHPJqi67V/0DR5tcuCSGEEEIIIYQQ+U4CRCJbWldH6tWrZ1GAaFi1vmgUDcfC/yYo5no+li57YffvExUdbZz29/cHQPVog67hev6+V48YxcNkHc2tddhtb4xy+8+sGepT0J4YjfbS7EezfHqgq/c+aW3XkNr7CrrOe8GhVP7skBBCCCGEEEIIUUAkQCRy1KZNG27eucPNO3fMSl/WxZsu5QyPly/oVkSqqrJ6504adu1KUlIS3Y7O5aD3A7odnWtY7taYrcGdaRFaitohcNBrEAlpTgAoyWHY+Q9Fe2wUyrWfUK79DyXkZ7QH+6K5/qthfRR0jb9G12ET+vofolboD67VQFEKdD+FEEIIIYQQQoj8IAEikaM2bdrg4uxMYEiI2euMeDhY9W/Bf6KqqtXbftyA1Kqqsnz5chYtWsSePXu4HRqKqqq0a9yYt8eOxcnJydhVLio13rhesP1tAmKucVcpQf12y/i/wLHoyz9nXK65sQq7k+OwOzkWuxOvoQkzDJCtapzQtf0dfa03rd4fIYQQQgghhBDiSSaDVIscDR8+nBc6dcLOzvyPyYDKPXlT+z5XY4I5HXmeZqUbWrXtxw1IferUKcaPH2+cdnBw4MHFizTx9WXyuHHZrqMdP4HAmqcBGOk3EjdHN+LSSqBruw799Z/RnpmMkhqdZT3VoTS6Z/5A9Wpl1X4IIYQQQgghhBBFgQSIRI4cHR3BguAQgLuDG89V6saakE38FrzB6gDR46xatQqABQsWkJKSQtSNG7kGse4mR3K4VBgA/2r6r0cLFAW16ijSyvZCubcTdMkoqg7Qo2ocUcv1BifznnQmhBBCCCGEEEIUVRIgEo914swZ/tyxg5lvvomLs7NZ6zxfYwBrQjbxe/BGvmg+EzuN7T5mOp2O1atXU6NGDcaOHYuiKGDGGEk/VgglTaPSLsqdBt4NsiZw8katMhIA6zvGCSGEEEIIIYQQRZOMQSQea9+RI3y5aBEnz541e50e5Tvg5ejJvaQI9t71zzW9l0MJKgYk4eVQIvfy7NtHaGgoI0aMMASHzHD5QSD/V8UQRBp3q6xZ6wghhBBCCCGEEE8TCRCJx3ph4ECOb95MuxYtzF7HQevAkKp9APOeZna2wyf8p84gznb4JNe0v/32GwAjRowwqyypaQn03fkyUfZptIp2Y+i90matJ4QQQgghhBBCPE0kQCQeq0LZsjSuXx+tVmvRes9XHwDAhuvbSUhLzDX94walTpeYmMgff/xB06ZN8fX1zTW9Tp9CyN2dXI+/Ta14J/48Wx8HVT7yQgghhBBCCCFEZvJt+SnUtm1bi9KHR0Yy97vvLHpsfRvvZlQtUZG4tHj+urHT0iJma8uWLcTGxvL888/nmlav6gi5u5uklPt4O5VmS0Arrti5g5ubMU2nTp1sUi4hhBBCCCGEEKKokwBRcefmxiFnJ5PAiKUBoi8XLWLm118TEBxs9jqKojDiYSui34L/tGh7OencuTMLFy5k2LBhWZZpx0+gXUAA2vETiEuN51bYQWIT76BR7Piz23KqfPs/DteujW7x9yb5CSGEEEIIIYQQQgJExZ5u8feor7xiEhixVOtmzQA4cuqUcZ6/f+6DT6d3M9txez8RSfet3n66UqVKMXbsWMqVK5d1YWwszyQmsdv+Jk3/7El03DVAobJPZ5qVbpjnbQshhBBCCCGEEMWZBIieApa2GMqsjZUBorola9K4VH3S1DTWhWzOUxnOnDnDtWvXclwebZfG+DoB9Gh2gZC4W9jblaBG+V64uVbM03aFEEIIIYQQQoingQSIRK7K+/hQ0s3NJEBkrhdqDARgZYanmTU68BG7yt6n0YGPzM5n6tSpNGrUiPj4eOO8VF0qO4N3MtH/XWq3O8myCqEATKgzilqVBuDmUt7i8gohhBBCCCGEEE8ju8IugCgaKpcty7mrV7n/4AGlSpY0e71h1foy/cTnHAk7xfHwv2lZvjyRKXE8qO2ELiXO7HzeeecdAgMD0Tho2BiwkQ1XNrDp6iYeJD0wJHCACoku/BLcgHavfEqzg59YtoNCCCGEEEIIIcRTTFoQCbNUeTjuz7G//7ZovfIuPox82Ipogv+7pOpSLd62qqokVkvEv4I/5f+vPEPWDuGX87/wIOkB3i7ejK39Alt6/Mz4+Jdp99XvFucvhBBCCCGEEEI87aQFkTBLeoDoyKlTPGvh07/mtHiPLbf2cD7qMt+d+M7ibb/x5xssu7jMOF3ZvTIDfAcwwHcAbSq2QRt6D4AzHHtsPnkdi0kIIYQQQgghhCiupAWRMOFp70q54GQ87V1N5vt4eeHq4sKRkyctzrOMkxdzms8E4NODn+Ku11ExIAkvhxKk6dP4aP9HtPyxJfuv78+y7tqLa43BobdavIX/K/5cff0qc7vP5ZnKz6DVaM3eDwkQCSGEEEIIIYQQ2ZMAkTCxq/UU2oeVZFfrKSbztRoNLRs35sTZs6SmZu0mlttTzUbVHEp7n5YkpCZQ+0EIXUM92dpkHD1+7cHsw7M5c+8Mz616jj+v/Glc55/wf3jtr9cAaJrQlLnd59K8fHMURTFrP6bX7J1lP4QQQgghhBBCCJGVBIiE2Vo3a0ZCYiLnLl3Ksiy3ANGRI0dY2GYW9hp7tgRuYZ92Hy1/bMmhm4dwc3CjfaX2JOuSGb5+OCvOrSA6KZqh64aSqEuEYJjeYrrF5ZUWQ0IIIYQQQgghhHkkQCTMNnr4cE5t20bj+vUtXtff3586JWsytc1UAI7aHSUsIYwG3g048uoRto/czqiGo9CresZsGkP7/7Un8H4gzinOKOsVOnfMfdwjCQgJIYQQQgghhBDWkQCRMFuVihVpUKcOWm324/7kpNvRuRz0fkC3o3OZ0W4Gvl6+AIxuPJpDLx+itldt7DR2LO2zlLdbvg3A5cjLOGodsV9vT7M6zShZsmSu25EAkRBCCCGEEEIIYR0JEAmL3AsPZ/Pu3RatE5Uaz93qjkSlxuNk58TBlw8yOmU0i3svxtne2ZhOo2iY03UOs7vMpoJbBd7ze4+YyzF06tTJxnshhBBCCCGEEEKIjCRAJCzy8bx5DHztNaLj4ozztOMn0C4gAO34CWblUdKpJD6qT7bLFEVhcuvJXHvzGo4BjgB07px79zIhhBBCCCGEEEJYz66wCyCKlhcHDaJ5w4bcCQ5+NDM2lmc0GtDrbbqtffv2YW9vL13HhBBCCCGEEEKIfCYtiIRF2rVowWvPP4+zo2O+bic1NZWDBw/SqlUrXF1d83VbQgghhBBCCCFEdubNm0eXLl2oVKkStWrVYuTIkVy9ejXbtKqqMmTIEDw9Pdm8ebPJsps3bzJs2DDKly9PrVq1+OCDD0hLSyuIXTCbBIiecpZ2D0sXm5CQTyUyOHnyJHFxcdK9TAghhBBCCCFEofH392fMmDHs2LGD9evXk5qayqBBg4iPj8+S9vvvv0dRlCzzdTodw4cPJzU1le3bt7No0SJ+++03Zs2aVRC7YDYJED3tYmN5JjEJYmPNXuXtjz7ii+XLuf/gQb4Vy8/Pj9WrVzN8+PB824YQQgghhBBCCPE4a9eu5YUXXqBu3bo0aNCARYsWcevWLc6cOWOS7vz58yxcuJAFCxZkyWPPnj1cuXKFJUuW0KBBA7p3787MmTP54YcfSElJKaA9yV2xGYNIp9OZ/M0lsaWZW76OreVTGbQqgArqo/dOVVXD/xm2aZwHbNeGoAJdfn6XUxMXZJtHZqpxN7Lmlx0XFxf69u1rsk6OrDmeRVHmcttgPyyqN/lUBou3aev0T5P8fi+tqau2Pl4FdPwtrjuFQerO06Wgj5+V9Vn/cLxCvS3GLXyaP7N53XdLr+f5cR/6NB8/KxT4dacwriFP4nWrMO59cyuDpcvzY5v5vb6N5FRvVNXw7TQmJsaktY+joyOOZgylEhMTA4Cnp6dxXkJCAmPHjuWrr77CxyfrA5lOnDhBvXr18Pb2Ns7r2rUrkydP5vLlyzRs2NCCPcs/xSZAFPxw0OTAwMBc09qFhVmUd1psrMXr2Fp+laG6kxPHNAqt9CrBQUGAYfyfoKAg0mJjGX9uETG6JCqWSeOvw3P4oewQqO4BQOj5EIKCgqil04GqgF4l6GEeGenSdKiKil7Vc+XKFQBSUlKM/2eWnJzMtWvXqF27NhpN7o3crDmeRVHm/bTlfphTb/K7DOZuMzdF9fgWhPx+L3PLP7v8bH1eK+jjb27dKQxSd54uBX2fktf6fO3atXwpw9Mir8c783tnzvm7qJ+vi4uCuu4UxjXkSbxuFca9b25lyCw/ymTrc0xhy1xvFEWhSpUq+Pn5EZfh6dzTp09nxowZj81Lr9fz7rvv0qpVK+rVq2ecP3PmTFq2bEnv3r2zXS8sLMwkOARQpkwZAO7du2fR/uSnYhMgql69OkFBQdSsWROtVvv4xG5ulmVevrzl69hafpVh2RL8582j9TvvUOPhLHt7e2rUqAHlyxN/PhV7e3vu1bRHr6ZSo0YNnENLYefuREJAGDVq1MBOqwWtAjrVsF4m2ntaNIoGRVXw9fUFoHv37sb/M9u2bRsjRoxg9uzZvP3227nvgzXHsyjKvJ822A+dTkdgYKB59SafymDxNnNTVI9vQcjv9zK3/LPLz9bntQI6/hbXncIgdefpUtD3KVbWZ71ez7Vr16hWrZpZPwJZXIanRV6Pd+b3zpzzdxE9XxcXBX7dKYxryJN43SqMe9/cypBZfpTJ1ueYQpJTvVFVlZSUFC5cuJClBVFupkyZwqVLl9i6datx3pYtWzh48CD79++37Q4UgmITIEo/4FqtNveTpqUnVa3W8nVsLR/LoCiKyXtmnH44L+MQW1qtllIOJfCq6M29SzeJi4+nlPIwlaLm+N4rGdYHQ3O6nLRu3ZpXX32VAQMGmHcBtOZ4FkWZy23D/TCr3uRzGczepq3TP03y+7205txr6+NVwMff7LpTGKTuPF0K+vjlsT5rNJq8152n+TNr6/fOnPN3ET9fFxcFdt0pjGvIk3jdKox739zKYOny/Nhmfq9vY5nrTXoXM3d392wHlM7J1KlT2b59O1u2bKFChQrG+QcPHuTatWtUrVrVJP2oUaNo06YNmzZtwtvbm1OnTpksDw8PB8i2S1phkUGqhcV2tZ5CC68qoKocPnnS5vl7eXmxZMmSbFsjCSGEEEIIIYQQBUVVVaZOncrmzZvZuHEjVapUMVn+9ttvc+jQIQ4cOGB8AcyaNYuFCxcC0KJFCy5evGgMCgHs3bsXNze3HHvWFIZi04JIFKxqDyOmB44epa+N8rxy5Qpr165l6tSpODg42ChXIYQQQgghhBDCOlOmTGHt2rWsXLmSEiVKGMcMcnd3x9nZGR8fn2xbAVWsWNEYTOrSpQu+vr6MHz+ejz/+mLCwMD7//HPGjBljVte2giItiIRVfLy8KFWyJAeOHbNJfnq9nokTJ/Lpp59y9uxZm+QphBBCCCGEEELkxfLly4mJieG5556jTp06xtcff/xhdh5arZZVq1ah0Wjo2bMn48aNY8SIEcycOTMfS245aUEkaNu2rcXraBSFZ1q2ZPPu3cQ2b4FbHlv8/PTTTxw8eJDx48fTokWLPOUlhBBCCCGEEELYQlRUlE3WqVy5MmvWrLFFkfKNtCASWQJE5gaMOrRqhU6n43AeH2N49+5dZsyYQfny5fnss8/ylJcQQgghhBBCCCEsJy2IRBbmBoie694dtxIlaLJ2XZ62t2DBAqKjo1m6dCkeHh55yksIIYQQQgghhBCWkxZE4rE87V3RqXrKBSfjae9qsqx65cq8Onw4PnnsXrZ9+3ZKly5N//7985SPEEIIIYQQQgghrCMBIvFYu1pP4VT7j2gfVpJdradkm+ZGchLJer1V+d+9e5dz587RrVs3NBr5OAohhBBCCCGEEIVBvpGLPFny889UO3mSg9HRVq2/c+dOAHr06GHLYgkhhBBCCCGEEMICEiASedKmeXNe8/GhtL29VeunB4i6d+9uy2IJIYQQQgghhBDCAjJItciThnXrsrRmLdBoIIduZp72rrgGPCC+dkmT+Tqdjl27dtG4cWN8fHwKoLRCCCGEEEIIIYTIjgSIhE2oqoqqqtku29V6CnMPzWXKKNMxjPR6PXPnzsUhj4NcCyGEEEIIIYQQIm8kQCTy7M/ISF4PDuLX2r48k0Oatm3bZplnb2/PyJEj87dwQgghhBBCCCGEyJWMQSTyrIy9PXdTUtj/mIGqswsQ3bx5M8dWR0IIIYQQQgghhCg4EiASeda8RAlcNBoOxJj/JLMHDx5Qu3ZtJkyYkI8lE0IIIYQQQgghhDkkQCTyzEGjoY27O0diY0lOTjZrncTERMaOHUuXLl3yuXRCCCGEEEIIIYTIjYxBJKySuctYRw8Pdj94wMlz52jXokWu65crV4758+fnV/GEEEIIIYQQQghhAWlBJKySOUDUwaMkAAeOHct1XVVV0el0+VEsIYQQQgghhBBCWEECRMImWrq54aTRcNCMANGlS5eoUKECK1asKICSCSGEEEIIIYQQIjcSIBI24ajR0LqEG0dOnSI1NfWxaXfs2MH9+/cpXbp0AZVOCCGEEEIIIYQQjyMBImEzHTzciU9I4PT58zmmuXr1KrNnz6ZkyZJ07NixAEsnhBBCCCGEEEKInEiASNhMB3cPIOdxiB5ERzNw4ECio6NZsWIFrq6uBVk8IYQQQgghhBBC5EACRMJmWru58a+RI2nVpAn+/v4my9LS0njxzTcJCAhgzpw59OrVq5BKKYQQQgghhBBCiMwkQCRsxlmrZcHnn9OhdessAaIZs2ax48ABXn31Vd56661CKqEQQgghhBBCCCGyY1fYBRDFgJsbh/Q6ntFoAcNj7NMePsb+QXQ085cvZ/7y5TzTsiXfffcdiqIUZmmFEEIIIYQQQgiRiQSIRJ7pFn+P6u+Prm1bzl++TO9+/RhctSpqUDCNzvzN3bAwalatyu/ff4+Dg0NhF1cIIYQQQgghhBCZSIBImKVt27ZmLa9euTIV7R1opKrYxcczedw4Srq7M+S553Bxdi6IogohhBBCCCGEEMJCEiASZsktQJTO1cWF440bg0YDej1vvfZa/hZMCCGEEEIIIYQQeSaDVAshhBBCCCGEEEI85SRAJIQQQgghhBBCCPGUkwCREEIIIYQQQgghxFNOAkRCCCGEEEIIIYQQTzkJEAkhhBBCCCGEEEI85SRAJIQQQgghhBBCCPGUkwCREEIIIYQQQgghxFNOAkRCCCGEEEIIIYQQTzkJEAkhhBBCCCGEEEI85SRAJIQQQgghhBBCCPGUkwCRsD03Nw45O4GbW2GXRAghhBBCCCGEEGaQAJGwOd3i7zlcuza6xd8XdlGEEEIIIYQQQghhBgkQCSGEEEIIIYQQQjzlJEAkhBBCCCGEEEIIkY158+bRpUsXKlWqRK1atRg5ciRXr141Lo+KimLatGm0aNGCcuXK4efnx/Tp04mOjjbJ5+bNmwwbNozy5ctTq1YtPvjgA9LS0nLdfmJiInq93ji9f/9+FixYwI4dO2y3kw9JgEgIIYQQQgghhBAiG/7+/owZM4YdO3awfv16UlNTGTRoEPHx8QDcvXuX0NBQPv30U/z9/Vm0aBG7d+/mrbfeMuah0+kYPnw4qampbN++nUWLFvHbb78xa9asXLffvXt3YmNjAUOw6uuvv0ZVVX766Sc++OADm+6rnU1zE0IIIYQQQgghhCgm1q5dazK9aNEiatWqxZkzZ2jXrh316tVjxYoVxuXVqlXj/fffZ9y4caSlpWFnZ8eePXu4cuUKGzZswNvbmwYNGjBz5kw+/vhjZsyYgYODQ47b1+l0eHh4APDXX3+xfft2HBwceP3112nfvj2fffaZzfa12ASIdDqdyd9cEluaueXr2FphlCEP21RVNftjkR/7YM3xLIoyl9sG+2FRvcmnMli8TVunf5rk93uZW/qCOCcU0PG3uO4UBqk7T5fCuEewogzpTeQzNpW3aRmeFnndd0uv5/lxH/o0Hz8rFPh1pzCuIU/idasw7n1zK4Oly/Njm/m9vo3kVG9UVQUgJiYGRVGM8x0dHXF0dMw135iYGAA8PT0fm8bNzQ07O0PI5cSJE9SrVw9vb29jmq5duzJ58mQuX75Mw4YNc8yrTJkyHDt2jFatWlG2bFkiIyMpV66csVWRLRWbAFFwcDAAgYGBuaa1CwuzKO+02FiL17G1wihDXraZmppKUFBQtnnamjXHsyjKvJ+23A9z6k1+l8HcbeamqB7fgpDf72Vu+WeXn63PawV9/M2tO4VB6s7TpTDuEfJShmvXruVLGZ4WeT3emd87c87fRf18XVwU1HWnMK4hT+J1qzDufXMrQ2ZPwverzJ60+p253iiKQpUqVfDz8yMuLs44f/r06cyYMeOxeen1et59911atWpFvXr1sk0TGRnJV199xcsvv2ycFxYWZhIcAkPgB+DevXuP3eaCBQuYOHEiDg4OuLi40L59exo3bkxERASffvrpY9e1VLEJEFWvXp2goCBq1qyJVqt9fGI3N8syL1/e8nVsrTDKkIdt2tvbU6NGjezztDVrjmdRlHk/bbAfOp2OwMBA8+pNPpXB4m3mpqge34KQ3+9lbvlnl5+tz2sFdPwtrjuFQerO06Uw7hGsKINer+fatWtUq1YNjSaPQ2E+zZ/ZvB7vzO+dOefvInq+Li4K/LpTGNeQJ/G6VRj3vrmVIbMn4ftVZk9I/c6p3qiqSkpKChcuXMjSgig3U6ZM4dKlS2zdujXb5TExMQwfPhxfX99cg03mqly5Mps2beLy5csEBwczbNgwypUrR9OmTW1+Pig2AaL0N0ar1eb+Jln6Jmq1lq9ja4VRhjxsU1GU7I9DfuyDNcezKMpcbhvuh1n1Jp/LYPY2bZ3+aZLf76U1515bH68CPv5m153CIHXn6VIY9wh5KINGo8l73XmaP7O2fu/MOX8X8fN1cVFg153CuIY8idetwrj3za0Mli7Pj23m9/o2lrnepHcxc3d3NwkQ5Wbq1Kls376dLVu2UKFChSzLY2NjGTJkCCVKlOCXX37B3t7euMzb25tTp06ZpA8PDwfAx8fHrO3XqVOHOnXqmF1eaxSbAJEQQgghhBBCCCGELamqyrRp09i8eTN//fUXVapUyZImJiaGIUOG4ODgwMqVK3FycjJZ3qJFC77++mvCw8ONXcv27t2Lm5sbvr6+FpUnMjKSX375hRMnThD2sDugt7c3LVu25IUXXqB06dJW7ikoanr4rIhSVZWYmBgcHBwICAjA19f3yf019ymyd+9eOnfuXNjFELnQ6XRcuXJF6o0QFpK6I4R1pO4IYR2pO0JYLqd6o6oqiYmJZrcgmjx5MmvXrmXlypXUrFnTON/d3R1nZ2diYmIYPHgwCQkJ/PLLL7i4uBjTlC5dGq1Wi06no3379pQrV46PP/6YsLAwxo8fz0svvcSHH35o9j6dPn2awYMH4+LiQseOHY3BpvDwcPbv309iYiLr1q2jSZMmZueZkbQgEvlCgkNCCCGEEEIIIYq65cuXA/Dcc8+ZzF+4cCEvvPAC586d4+TJkwA0bdrUJM3Zs2epXLkyWq2WVatWMXnyZHr27ImLiwvPP/88M2fOtKgs06dPp3///nzzzTdZgluqqjJp0iSmT5/Ojh07LN1NQAJEQgghhBBCCCGEENmKiop67PJnnnkm1zRgGGx6zZo1eSrLhQsXWLhwYbYtnxRFYeLEiXTs2NHq/It8gEin0xn/ajQa9Hq9RQNNCfE00+v1Um+EsILUHSGsI3VHCOtI3RHCcjnVG71eDxhiCHZ2RSsk4u3tzenTp6ldu3a2y0+fPm3sdmaNIj8GUVpaGvHx8YVdDCGEEEIIIYQQQhQRrq6uRS5AtGzZMj744ANeeeUVOnTogLe3NwBhYWEcOHCAFStW8OmnnzJmzBir8i82ASJ7e3sCAwOpVauWDNwmhJl0Oh1Xr16VeiOEhaTuCGEdqTtCWEfqjhCWy6neqKpKUlJSkQwQAaxfv57vv/+eM2fOGHtUabVaGjduzMSJExk4cKDVeRe9dyOT9AOtKAqqqqIoijS7FMJMUm+EsI7UHSGsI3VHCOtI3RHCcrnVm6IabB00aBCDBg0iNTWVyMhIALy8vLC3t89z3kU+QCSEEEIIIYQQQgjxNLG3t6ds2bI2zVNj09yEEEIIIYQQQgghiokvvvgCT09Pk1fLli2Ny5OSkpgyZQrVq1enYsWKjBo1irCwMJM8bt68ybBhwyhfvjy1atXigw8+IC0tzeZlvXXrFm+88YbV60uASAghhBBCCCGEECIHderU4fLly8bX1q1bjctmzpzJtm3b+O9//8umTZsIDQ3lpZdeMi7X6XQMHz6c1NRUtm/fzqJFi/jtt9+YNWuWzcsZFRXFb7/9ZvX60sVMCCGEEEIIIYQQIgd2dnb4+PhkmR8dHc0vv/zCsmXL6NChAwALFiygVatWnDhxghYtWrBnzx6uXLnChg0b8Pb2pkGDBsycOZOPP/6YGTNm4ODgYHY5tmzZ8tjl169ft2zHMik2AaL00bvT/wohcif1RgjrSN0RwjpSd4SwjtQdISyXU71Jf5B7TEyMyeDVjo6OODo6ZptXcHAwdevWxdHRkRYtWvDhhx9SqVIlzp49S2pqKp06dTKmrV27NhUrVjQGiE6cOEG9evWMj6QH6Nq1K5MnT+by5cs0bNjQ7H168cUXjYNv5yQvA9kXmwBRcHAwAIGBgYVcEiGKHqk3QlhH6o4Q1pG6I4R1pO4IYbnM9UZRFKpUqYKfnx9xcXHG+dOnT2fGjBlZ1m/WrBkLFy6kZs2a3Lt3jzlz5tC7d2/8/f25d+8eDg4OeHh4mKzj7e3NvXv3AAgLCzMJDgGUKVMGwJjGXGXLlmXu3Ln07t072+Xnz583CVZZqtgEiKpXr05QUBA1a9Ysso+rE6Kg6XQ6AgMDpd4IYSGpO0JYR+qOENaRuiOE5XKqN6qqkpKSwoULF7K0IMpO9+7djf/7+fnRvHlzGjRowIYNG3Bycsq/HchGo0aNOHPmTI4BIuCxrYtyU2wCROkHXKvVyklTCAtJvRHCOlJ3hLCO1B0hrCN1RwjLZa436QEUd3d3q7pjeXh4ULNmTYKDg+ncuTMpKSlER0ebtCIKCwszjlnk7e3NqVOnTPIIDw8HyHZco8d58803SUhIyHF59erV+euvvyzKMyN5ipkQQgghhBBCCCGEGeLi4rh27Rply5alUaNG2Nvbs3//fuPyq1evcuvWLVq0aAFAixYtuHjxojEoBLB3717c3Nzw9fW1aNtt27alW7duOS53dXWlXbt2Fu7RI8WmBZEQQgghhBBCCCGELX3wwQf06tWLSpUqcffuXb744gu0Wi2DBw/Gw8ODF198kffeew9PT0/c3NyYNm0aLVq0MAaIunTpgq+vL+PHj+fjjz8mLCyMzz//nDFjxuTYra2wSIBICCGEEEIIIYQQIhu3b99mzJgx3L9/n9KlS9OqVSt27txJ6dKlAZg1axYajYZRo0aRkpJCly5dmDt3rnF9rVbLqlWrmDx5Mj179sTFxYXnn3+emTNnFtYu5UgCREIIIYQQQgghhBDZWL58+WOXOzk5MXfuXJOgUGaVK1dmzZo1ti6azckYREIIIYQQQgghhBBPOQkQCSGEEEIIIYQQQjzlpItZMacZPxHu34dSpdAvXlTYxRFCCCGEEEIIIcQTSAJENvREBmPu30epUB719p3CLokQQgghhBBCCCGeUNLFzJYeBmO4f7+wSyKEEEIIIYQQQghhNgkQCSGEEEIIIYQQQjzlJEAk8kwzfiKaYSMMXeyEEEIIIYQQQgiRr/z9/fnXv/5Fjx49uHPHMKTMqlWrOHLkiNV5SoBI5J10rRNCCCGEEEIIIQrExo0bGTJkCM7Ozpw7d46UlBQAYmJimDdvntX5yiDVT5mXTi4lMiUeLwdXfm7+r1zTGwfeBrMH334iB+sWQgghhBBCCCGKgblz5zJv3jxGjBjB+vXrjfNbt27N119/bXW+EiB6ykSmxOPs6Ehkcrx5K6S3DgLzn4QmT04TQgghhBBCCCHyRWBgIG3bts0y393dnejoaKvzlQBRAbJFy5oi1zonMhLl6FGUmzchPh7i49l87SjEx+ORoqe9UwVITASdDsqVQ61cGbVyZahUCbVSJahUCZycCnsvhBBCCCGEEEKIJ4K3tzfBwcFUrlzZZP7Ro0epWrWq1flKgKgg2aJljY1b51gTcMqxm5qqwpUrKNdDUK5cQrl5E225clnW72dhGVUfH2OwyCR45OkJTk6ojo6GIFLml6MjaGSYLSGEEEIIIYQQxceoUaN49913+e6771AUhbt373L8+HE++OADpk6danW+EiDKgyehNY+lYwplYUXAKb2bWkxsNIq/P8rVAJQzf6PcuY32zz8sL0MulHv3UO7dg5MnLV7XJHjk4YFaqxaqry9q7dpQu7bhb5kyoCg2L7cQQgghhBBCCGFrkyZNQq/XM2DAABISEujTpw+Ojo688cYb/OtfVsQFHpIAUV48AWPtWDymUF4kJ6Ns3MiYtVto+M8Naly+gV2qLsfkqqKgNm+O2rYtqp8flCgBrq5Mu7YZ1b0EMRqVxe0mgqurYYVbt1Bu3jR0R7txw/D35k2UGzfgzh0UVbW4yEpyMiQnQ3Q03LuHEhAAmzebltPT0yRgZAwg1ahhaIUkhBBCCCGEEEI8IRRFYcqUKbz11lsEBwcTHx+Pr68vJUqUyFO+EiAqZvLaqsnYIsnehZ/dOqKEhKBcvgShd9E8eABbNzM8h3VVe3vU7t3hWgj4+qKm6dCvX5sl3Xn/Szg7OpKYnAyVK5u2gnruX2QbBkpNhdu3HwWPbt2C2FhD8CcpCSUpCdJfycmGcY0yzk9ONgSIEhOzZK1ERaEcOwbHjpnuj0YD1aqZBo3SWx35+EirIyGEEEIIIYQQhcbBwYE6derYLD8JEBU31rZq0ulQDh+m22+baXDxBnXOXcM+JuGxq9yu4EW5Lr3h/AWoWxc1IRH9mt/RDBthePKZmWUwqxWUvT1UrYr6cMAty9sSAXq9oZVSQIChJVFAAMqVK4bpmzezJFf0eggKQgkKgq1bTZapHh6mrY4eBpGoWVMG1RZCCCGEEEIIka+SkpL4559/CA8PR6/Xmyzr3bu3VXlKgCgf5Xl8oHxUMioOZcMGlAvnUY76o4SFofz1J2NySK9qNOBREv0rL/NZqQiCm9bmrqsDW9pOMgSESpWCxOwDQk/M+6DRwMOnpKndupkui4+Hq1cNwaL0oFF6ECk+a+BKiY5GOXECTpwwma8qiiGQlR40qlsXGjUydLFzds7PvRNCCCGEEEII8RTYtWsXEyZMIDIyMssyRVGynW8OCRDlo7yOD2TsLgZ5GwhbVSEmBuXHH5m6YTV+/1yn/K2Ix64S4+5CiWc6Qch18PUFb2/Ue2Ho58zhsP83ODs6GrptmcHS98Fm+20JV1do3Bi1cWPT1kmqahj/6GHQiIeBI+XKFUNXt0zjIimqCteuoVy7Btu3P8pGqzV0u2vUyLCNxo1RGzWCUqXyf9+EEEIIIYQQQhQb06dPp3///kybNg1vb2+b5SsBohw8CU8oS+8uBljWZSwtDSIi0MyZg+aIPzyIQpOcDHt20SOHVVTXEqiDB/F/3vEENqtFoI8Hm5+ZbGgdVL583vfFEtbud35QFKhQAbVCBdQuXUyXJSY+anWUHjRK/z821jQbnQ4uXkS5eBF++804X61cOWvQqFIlGd9I5ItCCb4KIYQQQgghbCo8PJzXX3/dpsEhkABRzp6AJ5SZq+T9WJqdCkCzYRqa/XshOhqNXg+HDmSbPtVeS4BvRer0GAyH/VHq10e9H4X+hx/Y+rB1kGpm66DiIr0bHGB+VzhnZ2jYELVhw6ytjkJDDa2OLlxAOXMG5exZQ4AoNdUkC+XGDcNT2v7669HqXl6PgkYNG6I2bmxoxaXV5n1HxdPtSQq+CiGEEEIIIazSr18/Dh06RLVq1WyarwSIzFQQv7yb1WpJVSEyEiXkGtrRo/nvnq1UuPP4/oWqkxOU9ET/1ptMdrvJzQbViUFvHD/IMDZOlM33Jz9lfq8sbfGVeVyk9G5wQI5d4cweS0lRoFw51HLlUDt1ejQ/OdkQJDp71vB6GDhS4uJMV4+MRNmzB/bsMc5TnZ1RGzQwtDBKb20k4xoJG3hixggTQgghhBBCmOXLL7/klVde4ciRI9SrVw97e3uT5ePGjbMqXwkQmSsffnnP8sUsc6slvR4iIyEiAuXaNbQ9eqAcPvyoFcqZv6mQTb5qyZKo7h7o338P5fc1KL61Ue/cRT9lCv/4f4Ozo73Z4wc9sTK/V5mmc/vSa834UHkdUwpHR2jSBLVJk0ctjtKflJYeLEoPHN27Z7KqkpiIcvw4HD9unCfjGglbyPPnWgghhChA8sOGEELAunXr2Lt3L05OThw6dAglwxAliqJIgCivCmPMIZMvZomJEHUfou6jXL+Otl07lNOnDWPXpAsKzJJHir0dV+tV5ny9ygwZ8ibKD8tRqldDvX0H9ZVXULZsKxbj2Vh6M1BkvvRqNFCrFmqtWqhDhz6af/fuo2BRevAoKMhkVbPHNapTBzw9wd0dHBwKas+EEEIIIWyuyNzjCSFEPvrPf/7DjBkzmDRpEhqNxmb5SoAoXUGOOaTToRw9ysC1h6gbeJeql29id3OmaTAo5Fq2q6pOTlCuPKqLC/rvFzEg6SB2bq4kJiczuG1flJ9/zf/yF4KCvhmwakwiW0rvotar16N5MTEo5849ChqdOWMIEKWlmaya3bhG6VRHR/DwMASL3NzQuLtTVVGwL1/+0fyHLzWH/3F3h0xNGEXBkF9NhRBCCCGEECkpKQwaNMimwSGQAFG+U/R6Kt4IRwn6GeXsGRT/Qyjh4Sh//cnEXNZVXV2hbDnUMqVRFQ361b+jefPfxkCW2ro1qf5H5CDmA3PGJMori7/su7ujPvMM6jPPPJqXcVyjjN3UMo1rlE5JToawMMML0AIeVpRddXY2BpnUDAEnPDwMwSQ3N8M8Dw/U7P5Pf9mZ9+l9Ip4q+ASQX02FEOmyGxtRzpVCCCHE0+H5559n/fr1TJ482ab5SmzB1hISIPQumo8+4ouda/G9cosSsYmPXSVNq0Fb3w/1wQOoXAUVBf2G9WjG/Ms47hG374CPT/6Xv5gqiJvmQukGl9u4RmfOGFoTxcYaWiDFxED6KzratNWaBZTEREO3yHv3yEsHRtXFJcdWSmqGoJNy+hR4l0G9F4ri728INGUMTMkT3mwm8+fY0s+1ZvxEw9hppUqhXzAfdDrTl16fZZ5m5vsQFQUe7ug/eP9ROr0eRadDmfUFREeDWwnUSW+blWfGPNDpDAP8OziAi4thcHdnZ3BxMbTKfPi/8a+Tk6H7pxBPsuzGRixCT2AVRZOt76ekZezTrSAeAiTyj/woUbh0Oh3z589nz5491K9fP8sg1Z9//rlV+UqAKC90OsNYMYFX0Y4cibJjG0pCgmHZ0SM0y2E11c0NdeBAvvOKJaRhda5UKMWfnaaiGTbCcLN3+47hi6+wnQK4ac4c8Ml80rTmJsiqE29O4xplpqq8dmghCVERlEhMpnyyhk8rdkX5ci7Kgyiwt0d9thfKunWGAJOigTq+hsBSTIxhXnS0IfCk15tXtkyUhISHQdVQ8wNNGZ8Ml74rrq6GgJGbG6q7OxeI5YGzHTq3EnSo3sJQn1xdjfuNqhoCB+n/Z37ltixjPjmst+veBZJ1qThr7OhSuq7hPcopTzPL82HkVewUDTqdDq3nIYvKg6qiXLhgHIdKSU5G6dSJ/4u5jRYgTYed8yo+jwlFqwJ6HXYO8/k6PhKtahjzys5udvbBmIzzUlONx1L7048Wfya069Y+PsGWzRbnaQ3V0RFKlgRvb1QfH9O/3t5oypTBKSHB8NkqW9bs1nBCCFGk5XI/Zel9i7SMfcrlw0OAhO3kWp/lR4lCdfHiRRo2bAjApUuXTJYpeRiD+Km9o7X4i7dOZ0h/7x7KtWDsWrWCM2dQ1IftNi6cz3a1qFJuXKpbiVY9R8D2HSh166JGRKL/4Qc2+X+Ds6MjqUX9iWJPKUtPmlbdBNn4xJu5zHe1KThX8OY+cDs5GbVtF5TFS6FuHdTbd9DPnInmzDljGfSrV2XNVFUNQZ70YFGGwBGxsSg5/E9MjGH64f/ExDyqTxZS4uMh3vC+KkBDk6VHrcozr3qaTB2ySZ7tTab+yXN+ir8/9U3m3KKGyXRYpiclPsjzNosKJTkZ7t0znPPPZ39+9334V1UU8PKC0qXB2dnQBdPZ2dDCz9kZnJyynWdMm2meMb2Tk8k8nJ0NAb5i8OABUTCehF93bVYGVYW0NEhKMn0lJxvqazbzSU5GSUpi5dV9pCUm4KFT6F+qnmGZqj6qYxnrXsZ5Oc3PWD9lTD5TxeELY/pnLS0NUlNNX5nmKdmlS5/WaAw/Trm6Gn7IyvhycZGWqk+w3M5bhdHyrVDO58WhPhdjf2Uz3qwtPLUBIpMPvKpCSgqEh8PdO2gWLkS5cB7l/DmU+5FoKldGCQ3NNUtVqwVvH1RXV/SffsIo7TniKvmQmJLClraT0Jw+Y/giIIqH/AregNkXJIsvFvlxoleURzc85cuTOcRjdshHrzcEeWJi0LwzxdBNydkJ9eVRaL6cC64uEBGB2qsnO676456YgmNcAk01pbgZeg3XhGSc45NwTZCAqzX0ioKi1ZKqgF6rQa+As4MzsWoqeq0GnaJQyulhd770l0ZjeGWcFxICDo6Qlopat65p2sz/p/89egzF1QU1MQk6dwKt1nA+ffhStm1HcSuBGp+AOqB/lvz+d/soGgd7UvR6XqveKUsZVa0WFMXwJTIx0RDQTEw0fIlMSHjUZTLDS0lIMHR7u3cPJTX1se+doqoQEWF4QZ66XeZGVZSsQaP0L6/ZBJVMAk3p852ds37ZzfwlOMM8nJ0NLaQkMFX02PKcr9MZAisWBGiU5GSU48ehhCtcuohm5ky0W7bilxCPYm8PTZo8Cuakr3P1quGeTAXcSpjmZ2Vr1ZdMprbl/b3IQNVqswaNMtclR8dHQeGM8xwcsj8nZnO+VDMuyyn9Y9bP/Fc1J5/s5qUHQXQ6w3HSak2DKcnJEB9nOM8GBZkETZTUVD69sI74xHhKKfZMr9aDNhcu4qxo0CcmoQT/YsxLeUxgZtyNYziqoKakol1xJft0mf+mpj7K83FBnfSgTwFQnZ0N904lShi6PGcMHqUHlh4uw9UVnJ0pFRuLpnp1FDc3w3quro/yybhuEe56/yQEtnM7dxZKyzdrzufprcnTW3pn9//jlsXFGe6FYmLgwgXeO7+amJQEPLVOfFZngOE4aRSIjEA5cMC4nurjA/Xr51o88WQqNgEi7c8/4xUSgtbTE83Dbg6kphouXhlO/Er69MkTKKc1KFFRaLy8TAf1PZZ7iwNVUaCEG1SsgOrgiG7ZUjT/mYVSqaJhAOkhQwj3v4mz3FALc5nRzDbLBSnTxaJI9+XXaAzjCbm5GbpDNfAz1iV19dpHrZi++op5D1vfJSYns6XtJMZknG79b4bs+gKvNBVNVAyLqw9AmfEuioc7amQU6tTJ/F/QTmJ0yaAolLB34p1avQzbV5TsXxoNswI2E52WhLuDM+/V6cfUf9bg4OBAUloqXzd8HuXLuYYLqIc76rszeOv8bzg4OpCUmsp3jV7Mkl9225lycQ1RqYmUdHDh64bPZ1nnpVM/4OToSGJqCr+0GJdrfppXRqOUL4d6NxT9LyvQvPQySvlyoCiod+6iX7WS5458i6OzkzGQ3SfTezs403RuN27pXWVzbHGW3aEfNgLS1/nhh6yB0IzLZ83Ksv5vGcr4atu3c9zO44KVmvETQX8fylUw3S9VhQcP0Ex4HcLuodjZo/bvixoaSnRAACVTUlDCwlAu/ANpD78EWdkSzhyKqj4KZGWcn29bNFA1GnB2JtZeIclei87JgbIePo8CUJmCU2YFrDK2pMo8L/2Lc+YvqXJNNY+qGs5HCQmGH7/Cw1HWr+fHMxtRHjzAOyGNvk5VUXbuMgRDNRrUalW5dv8WmuQUnFJ1lMXRJOBjky/NVy6bTl+9+vj0cbF532Y+U3Q6w48b8aZfFJ+GT6q2RInHL6+bNRj3qcnUwkzTv5m13SEmU4XTStgWjD9OmPnjghaoZGbeqoPDo6DRwwCSmh5AehhEUtODSRnnZUifvswknaur4XxsboAhp2Wqagj4pgcYVBUiwlH27YMrl1G8SqFeuoiydat5eWYIhCjWBEIyl+38OZTgQIiNQ/PWW4YnUGdIN/XeBewVDfq0NLSeJ7PPU1XNfl+Ux5TF+H94OGg0KGlpaCpUMC9PG9I2bcqXJnNMp+jWzfiv/qWX0P1o+TADwjJffvnlY5dPmzbNqnyLTYDIfsoUKsbmz42EWq6c4QbJywu1dGlUrR36PzcYB5FWb9+Bxo2lqagodJkDSPkRMMptEOPcxl7KaRqwTTk1GhJKOKM6OpJY0gW1TRsUn7JQoTw43UEdMIDt/teMT6lLTE5mUts+uQY+DjqeMQYh1LbtuaA9+Wi6dWsUO7tHQa3mzbmactC4nMaNc3wfM+73xQgXnB09uZucDNWqZSlT5A2PR3mWLZt7izJ7e8MXbTs7w42dVvtorByNBuzs0Gs1ln3ptjAoac3xze2XOXO3adHnKadf5hQFPD0NN1uNGhmCVK+/jk6n49aVK7j6+qLVak0DYyt/YfC+ubijwSE5FX1cPMvqDGfy8Z8ogQJxCXxa7VljKyYlKelRi6b0v0lJhi8PmeaRmGhIn3mdxMT8DUw9bOHnDhhHyLsZXuBfglVFydrCIbvpXFpFqObkkV0LuWymVTO3mVs51Zy2m/F/vR4ePECJikK5+A9KYIChZU10NEq7digXLxq+yCQnoy39h+mbd/gg4x7z3ip372TqYlo41IfnJhQFfHy4SxJJdhr0jo5U96rEheQI4u0VUhzs0Dg60a5Cg0cBxvSWOg//qg//n3V9F7i6EKeozGr6Av8OWI+jvQNqfAJf1eyH8smnKB4ehlaqr43OWhfX/4Hi5AS6NNTYOGjS2DR4lphoaDmTua7mY50UllE1GsM1MePLzg7s7QnVJZCiVcDenspu3qjZpFH+uQhpaYbPVJvWhnEaM6RT9uyB5BRDQGXgAMP8tDRD4DAh4VFX+IfTxMUZ5iUkGOcr8bZrjaKkpBh+JI+KejTPZrnnox49TKf79y+ccjykACxenGW+aSnPFEhZTISHF/w2LXAo/AptCrsQT4FNmzaZTKempnLjxg20Wi3VqlWTAJG1VI0Gqlc3jJlSurQhAD1lMspP/0WpVg01Ogb9ujWPBpAGGURaFBn50QQ2c565tWrKLX36NFC4g1QWcGsss/bb0ibOhdBXPLfPWOb9tEVA0NxtZg6UZtxmvh5fOzsSXRyNXYoTk12gUSMuxVfJEGQcYEye/hUyT2VSVTRDh6P4eBu+xNy6bQhqeZUyfKkNvYc6dcqjL77JyY9+vc4wj8REk8CU8vcZSE4yfFn39ubug1AcU3TYJ6fglvbwF/ACpKSPDZLXfGxQlieNEhaW5zx0GoUUR3tS7O1wd/PkHskk2mtRHR2oWqrio9Zf6YEY/yMo7oaup2piIuqIESjr1huCqrGx6N98A83ipVCmNOqDaNTPPkH59D8oZX1QI++j/34hb1xZyz1ScCvhzvI2E9GMeMGkFeLLmVoxTn44DRjn5VZ3DvqHZah7zxCgOZFhuhvK0h8MrRRdXNGPHZtlfU1gsOFHBjC7deRLJ5YQnRBDWdWBpXVH8MrhhbirCmpcAgvqDEGZMROlVEnUiEjUaVNNB/zX69Es/cHQgsrFFf3LL6FZsAhKuhtOGFFRqK++grLqd0NwwdkZdUB/1tw4SlJqEq6KPYN8GqNs3mIIQDg5oXbravpAgYf/KxlbHezdh+LsjJqQAK1aopw6bTgvoIKdPWr9eiin/wZHB0hKQq1Th4sPboGdlhSNQuPS1VHOngNXF9TkZOjQgV33A1Ad7UlWoE+l5vwRdhYcHUhC5flqz/Dfu8fRODiQiJ5xtbsz/8Z+NE6OJKl6Jtd9DmX+ApQypQ3B2Pv3UT/5mCmX16N1diJe1fFd05fRTJuBUq4salg4+mVLmHhhJeH6ZDxc3Pih1Tg0b/7bECjJ4YerUTm1lAXjOiY/Avz0U7YtXY3L3303w/JS5l9z9HrDuTg+Hs2rrxnO36mpqKGhqO9M4ssza3BLU9HGxjOuTAvDsU9MNAaflCNHDesrGB6ekP4gkPTlBdR1TpjP2NUzcxfS7LqURkUZApY6PZQr+6j1+MPlN5IfkIaKYmdH1RLeOefz8P+T0ddR7OzQaxTSVJU2ZWpn3f6hw4YhABISoVtXtoRfQGtnR4qq8lyFpihbt6G4uaHGx6P278fqu6fQONhzpaq3BIgKwIEDB7LMi4mJ4fXXX6dPnz5W51tsAkTLJw0lPCUWZ2dXXvftxTfX9xBFKi5OrszwG2j4dcjH2zBA9P99g2byVJSKFVCjHqBf87vJiV0dNQpl0xbDU5Hi5KkKQjyNbB1cyxykeFoVRkAwu23mtZXSK6d/JDw5ljKnD/FzC+sCTFlaiOXSAjC3aTQaQ4ux9K4FAGXKGP7qVNTevTOt83quLf4ydxnM/GX9pRNLiImLpiwOLKkz3KTlRZaWURkDUxmW7bh+En1iAm5p8IxLRcOy9DFOdLpHT99LSkatUZ2Q2HvodTrsVajs4JGlCf/9xGhUvR6NTo+dCm6Kfdan76V/OS5GLTxURTF8eXB2NnyZbtYMLl1GKVkSNTUV9ZWX+TbqFCme7tx3sufzZ8agef9DQ9f4sHD0q1fR+/h3psc38/HOdB77NSnFNHDy/vtozl0wuZ9SN20xPqFV7dABpVQpw+cyJRWqViX4jhZnx5KEJidb3RI7t6eI2po5ge7I1AScS7hyKzkZfHwIK+tJbHpQqlUrlDJlDO+d1h61T9ZWrOqadSh+9bO+j2BsyajZf/BR/Zw6lR8zHK8BbSehuXj50fI5c3JvAZyxO++qVSY/jqafAzKfEyZlDq5kXP6///FVhuXPtp3EkgzTw9tOYlWG6bFtJ7DFP8k4/U7b4Sjr/jB+xrCzR+3YkX/sTz9qTduggaFrevo9e7lyhFzT4OxYkjvJyYZzR1SUZQ8NsabLfy7LzbqnyDCoNa6uhocfAOj0qH37stfrKs6OTiQmJzG27TtZV890bLIc33+Nh7AwcHND/+H7hqDRw4AU8fFovvjSMO5XWipE3kft1xdl02bDODRaLfjVRzl5ynB+drBHbdDA8COCs5Ph/Ny6FYeiglDstKQCnbzrsjvyCho7LSmo9CzbkC3hF9DY25Oq15sEGFAUQ5Bh4ACUDX+iuLujxsaijhiO8tcmw3XBxQV1yOBsgx1q5uBKhpdm+X9R4+PBrQTqhPHMu7aLaF0ybg7OTKnzHDMv/YGDowN6jUKiTsdXDUegfPgRirc3angE+i+/4M1zK7F3ciQxLZXvm77C2HM/4+joSEJaKsubj+HlMz/h4GhY/kurCYw4uRRHJ0cSUlNZ0/ZNNG+/Aw8eGOr39wsZdfoHIlITQFFyPIdkPifkdnzH5HC+ztLKHKBUKd57r1uWYHt2nynjOWHxYr7NsI3ebSehuX330fLZs1meYfm7OX/SRT5yd3dnxowZPP/884wYMcKqPIpNgOjPbvXBXktichIT2w5ih/914wd0etv2KKW8wNsHUnVQt65xYDceRBd20YUQT4EnpqWUMEuuN/+pcbg6OxOZHJftcrNY2ELMqi8cueSZ16ctRqYm4OxegpvJyVCuXNYvzm2zfgl98eRSIlPS8HIoy8/N/5VlTLHcglTjcvm1f8SoWrne9Bq3Ye/Cz01eM7RaKVf2YeuAHxl/6iceJMVR2s6JBX4vMOr4Elzs7ElJSmJ5o5cZd3I5zvaG6UV+L/DhhbXEpCSg1ekpqXXkw1rPMf3c7zhr7UhLTuY/vv356J/1xun3a/Zm9uW/cNZoSUtOYUr17mgWLoKSHnA/CvW10XwfuBtHjQZdSgpjKz3DT9cOYGen5YGTPW80H4qyYJHhS6yjI+r9KPTr12ZpfWNycz91KlszvHc0afJofBI7u0fdT834/MATfh7LY2vK3ALE2b0PeW6VWAAtQG1xDhG2YYsgprmfU+PxffAApVpVw2esVi3D+mo8XiVd+bnbv1B//c00IPjZZ2iuXM1yTnnc9GcZzjHt207iywzT3dpOyjHAYNzmf/6DJiDw0XnrvffQnD3/aBvvvJNhv53M6maurt+AUr+eIdjavz87/YONZZjctjt/u14wuWaobdsavjf6+ECaDpo0IShx36NzZ9263I4q82i6alXC75R8NO3tTUxJ10fTbm6GJ/lWrmR47+3siEhLxNnJyXCccjqH5HGg7Jyu9+nvdXaeiAHCn3DLli3ju+++IywsDD8/P+bMmUOzZs0Ku1gmYmJiiImJsXr9YhMgEkIIIUThMqe1lsU3tbkx46Y38433o20kGAIj6ePe2NmBhwc3nFScPUoRnJwM5csT4Z3h5r9WLW6Ge5uMMXYyYS/OjoYypI9Tdi7jOGVte3Hc/VKG6cEc8L+R4UvKoxYi6u076MeP50//ROPy19pO4nd/jXH69bZDUFavBW9vww7Gxcs4iDZkk+CrEI+TQ7d2eNg6z4ws8vqZK6qf2dxa2xaX/SoU8lj7x1q/fj3vv/8+8+bNo1mzZixevJjBgwdz4sQJyqS32C5AS5YsMZlWVZXQ0FBWr15NtwyDhltKAkRCCCGEKNaeiBtvIYTIQZFpnfcEkvO7KCiLFi1i1KhRjBw5EoB58+axY8cOfvnlFyZNytpauSDKk5FGo6F06dKMGDEiT+UpPgEi9dFfnU5nMkOn05Hxd7W8Tpu7Tm5lsKSM1m7DlmWy1TZzm86PbZpfJjL9b14587bNnPc7P7eh0+ky7aptjqf1x992ZTC/TLYod+F9xvJynsuv/cztvc5uv239OTfnM5bn/cp0zTHnM5Z/+5X9OSSzgjiPmbPf+fmZS59vaRkK4jNm6zIUxH2JZecx6+6v8nouzZdrYz58xvJyvi6se4SC2KY1n/P8Po8Vyv2YGXUr83XH1u+DNeeU/LjnL7h7QPPvQ/PvOmb+OrZ+r83Z77x/7gtfejkyl0d9OAZhTEwMSoan+To6OuL4MFibUUpKCmfOnDEJvGg0Gjp27MiJEyfyo+i5Onv2bL7kW2wCRCUUB+4lxuGhceTKlSu44UB0YqJxunaJEtjdukWamzsBeZgGzF4ntzKYW8bHbdPS/bS2TBnLkNdt5jadH9s0t0wAHhrDSSHjtDmfKWu3+bj9zq9tGNMrDln2M6/H09rjb8symFumx23TVtvIz8+Ytee5x9WtvO5nbu91dvtt68+5OZ+xPO+XYvlnLL/2K6dzCGDxuTQ/6rOt9svc65Q1ZSiIz5ity1AQ9yW57WeKFWWw9fU6P86d+fEZs9V9aUHeIxTENvPjnrBI3o+ZUbcyX3ds/T5Yc07Jj3v+groHtOQ+NL+uY5acx2z9Xtvi/ju35U+SwMBAk2lFUahSpQp+fn7ExT0aT3L69OnMmDEjy/qRkZHodLosXcnKlCnD1atX86fQhURR1aL9CA9VVYmJiUGr1RIUFETNmjXRarWFXSwhigSdTkdgYKDUGyEsJHVHCOtI3RHCOlJ3hLBcTvVGVVVSUlIAzGpBdPfuXerVq8f27dtp2bKlcf6HH36Iv78/u3btyse9eOS9994zO+3nn39u1TaKTQui9AOu1WrlpCmEhaTeCGEdqTtCWEfqjhDWkbojhOUy15v0NjLu7u4mAaKceHl5odVqCQ8PN5kfHh6Od/oDIwrAuXPnzEpnzj7lpNgEiIQQQgghhBBCCCFsycHBgcaNG7N//3769OkDgF6v58CBA4wZM6bAyvHXX3/l+zYkQCSEEEIIIYQQQgiRg4kTJzJx4kSaNGlC06ZN+f7774mPjzc+1awwREdH8/PPPxMQEABAnTp1GDlyJB4eHlbnWeQDRBlHJtdoNOj1+jw1qRLiaaLX66XeCGEFqTtCWEfqjhDWkbojhOVyqjd6vR4wxBDs7MwLiQwaNIiIiAhmzZpFWFgYDRo0YO3atQXaxSyjv//+m8GDB+Ps7EzTpk0BWLhwIV9//TXr16+nUaNGVuVb5AepTktLIz4+vrCLIYQQQgghhBBCiCLC1dXV7ADRk+bZZ5+levXqfPvtt8Z9SEtL46233iIkJIQtW7ZYlW+xCRDZ29sTGBhIrVq1ZOA2Icyk0+m4evWq1BshLCR1RwjrSN0RwjpSd4SwXE71RlVVkpKSinSAqFy5cuzfv5/atWubzL98+TJdunThzp07VuVbNN+NDNIPtKIoqKqKoijS7FIIM0m9EcI6UneEsI7UHSGsI3VHCMvlVm+KcrDVzc2NW7duZQkQ3b59mxIlSlidryavBRNCCCGEEEIIIYQQBWPgwIG8+eabrF+/nlu3bnHr1i3WrVvHW2+9Rb9+/Th8+LBV+Rb5FkRCCCGEEEIIIYQQT4vPPvsMRVGYMGECaWlpANjb2zN69GiGDBlC9+7diYyMtDhfCRAJIYQQQgghhBBCPOEuXrxIvXr1cHBw4IsvvuDDDz/k2rVrAFSrVg0XFxfOnz9vdf4SIBJCCCGEEEIIIYR4wj3zzDNoNBocHR2xt7fPdmwlnU5ndf4SIBJCCCGEEEIIIYR4wm3atIl+/fqRmppKWloaTZo0oW3bttSqVcuY5ubNm8yZM8eq/GWQaiGEEEIIIYQQQognXNu2bWnWrBnvvfce8+bNQ6vV8n//9398/fXX3Lt3jy5duvDss89anb8EiIQQQgghhBBCCCGKgB49epCUlMTIkSPZvHkzJ0+epH///vzwww80aNCADz74gBEjRliVt3QxE0IIIYQQQgghhCgCJk+ebDJdvXp13nnnHSpVqsSnn37KwYMHrXqCGUgLIiGEEEIIIYQQQogi5/Dhw0ycOJE6derw4Ycf0rdvX7Zt22aSZtiwYYSGhpqVn7QgEkIIIYQQQgghhCgC7t69y8qVK/ntt98IDg6mZcuWfPHFFwwYMABXV9cs6Y8cOUJSUpJZeUuASAghhBBCCCGEEOIJN2TIEPbv34+XlxfDhw/nxRdfNHmCWV5JgEgIIYQQQgghhCgmYmJiCAkJoWLFinh6eqIoymPTq6pKWloa9vb2BVRCYS17e3v+97//0bNnT7Rarc3zlwCREEIIIYQQQghhA6qqkpycjJOTU4FtMyUlhePHj7N792727NnD8ePH0el0ALi5uVG1alXKly9PSkoK8fHxJCQkkJCQQHx8vHFaVVWGDx/OkiVLcHZ2LrCyC8v89ttv+Zq/BIiEEEIIIYQQQggrxcXFsXv3brZu3crWrVu5e/cupUqVolKlSlSqVInKlStTsWJF4//ly5fHyckJOzs77Ozs0Gq1Jv+b0+Lnn3/+Yc+ePezZs4f9+/cTHx9vkqZkyZI8ePCA2NhYzp8/z/nz53Pdj1WrVnH9+nXWrVtH6dKl8/SeiKJJAkRCCCGEEEIIIYQFrl27xpYtW9i6dSv79u0jJSXFZPn9+/e5f/8+Z8+etThvrVaLr68vXbp0oXPnznTo0IHY2Fj27NnD7t272bt3b5anUpUpU4bOnTvTtWtXOnfuTNWqVUlISODGjRuEhIQQGhqKo6Mjrq6uxpezs7Px/4sXL/L8889z5MgROnTowKZNm6hevTqpqakcPHiQHTt2UKFCBcaPH59tV7TU1FT2799Pt27dLN5f8eSQAJEQQgghhBBCiKeKqqpERERw//59atasmet4LmlpaRw5coTNmzezdetWLl26ZLK8WrVq9OnTh2effZYmTZoQGhrKzZs3s33duXMnS0ApI51Ox8WLF7l48SILFixAURRUVTVJ4+zsTPv27enatStdunShQYMGaDQakzQuLi7UqVOHOnXq5Pp+lCtXjn379tGvXz8CAwNp3749nTp1YseOHURHRxvT/fbbb6xYsYKaNWsa5+3Zs4dJkyZx+fJlDh8+TPPmzXPdXlFz+PBhvvvuO86ePUtoaCi//PILffr0eew6hw4d4r333uPy5ctUqFCBKVOm8MILL5ikWbZsGd999x1hYWH4+fkxZ84cmjVr9th833jjDWbPno2bm5tZZZ80aRKenp5mpZUAkRBCCCGEEEKIYkWn03Hnzh1u3LjB9evXuXHjhvF1/fp1bt68SUJCAgC+vr7MmDGD4cOHY2f36CtyZGQk27dvZ8uWLezYsYMHDx4Yl2m1Wtq1a0fv3r159tlnqVOnjknXsNKlS+Pn5/fYMur1etLS0tDpdKSlpRlfSUlJHD9+nL1797J3716uXr2KRqOhefPmdOnSha5du9K6dWscHR1t+p7Vq1ePgwcP0r9/f86cOcOaNWsA8Pb2pmvXrmzbto2TJ0/SsmVLvv32W9q3b8+0adPYsGEDAF5eXty9e9emZXpSJCQk4Ofnx4svvshLL72Ua/rr168zfPhwXn31VZYuXcr+/ft566238PHxoWvXrgCsX7+e999/n3nz5tGsWTMWL17M4MGDOXHiBGXKlMkx799++42PPvrI7ADRO++8Y95OAoqaORRZxKiqSkxMDA4ODgQEBODr65svo3kLURzpdDquXLki9UYIC0ndEcI6UneEsI6ldSclJYWIiAjCw8OJiIjI9pWSkkKXLl3o378/FStWzFP50tLS+PPPP7l06RJardb4Sh9TJ/P/6S97e3tcXV1xd3enRIkSuLm54e7ujpubW67Bj+Tk5CxBn4zTt27dIi0tLdeyOzg4GFvz1KhRg0mTJvHgwQO2bNnC0aNH0ev1xrSlSpWiV69e9O7dm+7du5vdKiOvQkNDcXJyomTJkgWyvbi4OD755BMcHR3p27cvLVq0QKPRcPPmTV599VUOHDgAgJ2dHWlpaWi1WiZMmMAHH3xQYO+JOXKqN6qqkpiYiLu7e67jPWXH09Mz1xZEH330ETt27ODIkSPGeaNHjyYmJoa1a9cC0K1bN5o0acJXX30FGAKGfn5+jB07lkmTJuWYd6lSpbhy5cpjg0jWKjYtiNJHaU//K4TIndQbIawjdUcI60jdEcI6MTEx3LhxwziuTWRkpDH4ExkZaRL4iYyMJCYmxqx8//rrLyZNmkTz5s3p27cv1apVo1SpUnh6ehr/Pu5LdHJyMr/++itff/01wcHBttxl7O3tTQJH6X8fPHjAzZs3s4zBkx07OzuTwaEzvypWrEhKSgpLlixh/vz5BAUF8cYbb5jk4efnx7PPPsuzzz5Ly5YtTQINBXUuSw8EFNT2nJ2d+eKLL4zTqqqi0+koX748W7ZsYe7cuXz22WekpaXRsWNH5s6da2wt9SSd33O65qS3kYmJiTH5bDs6OtqsVdaJEyfo1KmTybyuXbvy7rvvAoYg7pkzZ0wCQRqNho4dO3LixIlc84+Li8u1rO7u7haXu9gEiNJPSIGBgYVcEiGKHqk3QlhH6o4Q1pG6I0Tu0tLS8Pf3548//uDgwYNmtYbJSKvV4uHhgaenJ56enpQsWdL4v6enJ8nJyezfv58zZ85w8uRJTp48mWM+7u7ueHh4GP96eHjg4uLCvn37CAsLAwxPzerUqROKoqDX69HpdOh0OpP/M89LS0vL8rj1pKQkwDDocWRkJJGRkTnuo5OTE+XLl6dcuXJZXuXLl6d06dI5trjS6XRcv34dgH79+tG9e3fWrFnDpk2b8Pb2pkOHDrRv355y5coZ15Fzl8GAAQPw8/MjMjKSli1boigKV65cKexi5SjzcVMUhSpVquDn50dcXJxx/vTp05kxY4ZNthkWFpalhU+ZMmWIjY0lMTGRBw8eoNPpsk1z9erVXPN/3DhPqqqiKMpj605Oik2AqHr16gQFBZk1wJgQwkCn0xEYGCj1RggLSd0RwjpSd8STJDk5mZUrV3L48GGqV69O/fr1adCgAVWrVs0y2K+1/vnnH95//32OHz+Oo6MjLi4uODs74+zs/Nj/ExISWLt2rcl4Li4uLpQpU4bSpUsbX15eXlmmy5Qpg5eXFyVLljRrP0JDQ9m0aRN79uwhIiKCqKgo7t+/T1RUFImJieh0OqKiooiKisp2/XLlyjFp0iRGjx6Nq6trnt+ztLQ04uLiiImJIS4ujtjYWOPf2NhY3NzcjC2AvLy8rOoilJPGjRvz+eef2yy/4szX17ewi5CrnK45qqqSkpLChQsXsrQgKir+97//5Ut3vmITIEo/4On9WYUQ5pN6I4R1pO4IYR2pO6IwRUdHs3TpUr777rtsuym5urri5+dHgwYNjC8/Pz+Lxn8JDw/nk08+4YcffjAZw8ZSpUuXZuTIkYwaNcr46HNb150KFSowbtw4xo0bl2VZYmIiUVFRREZGmgSO0ru6+fr6Mnz4cJt+sdZqtTg6OuLl5WWzPMXTLfM1J72LmbVjEJnD29ub8PBwk3nh4eG4ubnh7OxsLFN2aby9vXPNv1WrVjIGkRBCCCHE0yY1NZWff/6Z06dP88EHH+Dj41PYRRLiiaTX67l48SKurq5Uq1Yty/K7d+8yf/58li1bZhyjp2LFijz//POEhoZy/vx5Ll26RHx8PMeOHePYsWMm61euXNkkcOTn50ft2rWNT70KDw/n+PHjHD58mKVLlxq3MWDAAKZOnYqdnR2JiYkkJiaSkJBg7E6V/n/6/MTERNLS0ujcuTPPPfccDg4OxsF2C1p6q6by5csX+LaFKMpatGjBzp07Tebt3buXli1bAobB0Rs3bsz+/fuNg13r9XoOHDjAmDFjCry86SRAJIQQQgjxBEpLS+PXX39l1qxZXLt2DYBz586xc+fOItUMXghbiY+PZ8uWLaSkpBifdOXi4sK5c+fYvXs3+/fvJyIiAoCmTZsyfPhwhgwZQmJiIvPmzeOXX34xPq2qbt26TJ48mREjRuDg4GDcRlpaGlevXuX8+fPG14ULF0yejrVlyxZjekdHR+rUqUN0dDQhISEm5W3cuDFz586lQ4cO+f/mCCHyVVxcnPFaDIbH2J8/f56SJUtSqVIlPvnkE+7evcvixYsBwxPLfvjhBz788ENefPFFDhw4wIYNG/j999+NeUycOJGJEyfSpEkTmjZtyvfff098fDwjR458bFkqVaqUb61wJUAkhBBCCFHI0tLSuH37NiEhIYSEhHDt2jVWr15tHFjTx8eHpKQkjh49yqRJk1i0aFEhl1iYS6fTsW7dOkJDQ6lbty5169alQoUK+datoTi6desWixYt4scff8xxHJx0rq6uJCUlcfr0aU6fPs306dNRFMXYpaRt27ZMmTKF3r17Zzs+j52dnfE4DRs2zDj/wYMHXLhwgQsXLpgEjuLi4jh79ixgGPjW19eXli1b0r17d4YOHWqzsYyEEIXrzJkz9O3b1zj93nvvAfD888+zaNEi7t27x61bt4zLq1Spwu+//87MmTNZsmQJ5cuXZ/78+XTt2tWYZtCgQURERDBr1izCwsJo0KABa9euzbWL2a5duyhVqlSOy9PS0jh79izNmjWzeD8VNf1sWUSpqkpMTAwODg4EBATkS79cIYqr9ObKUm+EsIzUHWEpvV5PaGioMQCU/rp+/TohISHcvHkz2ycUlS5dmilTpjB+/HgOHDhA//79UVWVhQsXMnbs2ELYk7x52urO7t27mTp1KhcuXDCZ7+HhYQxC1KtXj3r16kngCPj7779ZsWIFqampaDQaNBoNoaGhbNy40Vg/qlevTrVq1YwDFsfFxVGlShW6dOlCly5daNGiBQ8ePGD9+vX8/vvvHDp0CIA+ffowdepU2rZta7Py6vV6QkJC+Oeff3B1daVZs2Z4eHjYLP+Mnra6I4Qt5FRvVFUlMTExX8cgyk9eXl5cvnzZOAZR27ZtWb16NRUrVgQMT1CrW7fu0/0UMyGEEEKIwqbX6zl79iz79u0jMDCQ69evc+3aNW7cuEFycvJj13VwcKBy5cpUrVqVqlWr0qBBA1566SVKlCgBQK9evfj000/54IMPePvtt6lfv75Nv+wK27l8+TLvvvsumzdvBsDT05P27dtz5coVAgMDiY6O5ujRoxw9etRkvYyBo1q1auHi4oKDgwP29va4urrSo0cP3N3dC2OX8pVer+fbb7/lvffey/FR7h06dOCtt96iT58+uQZIypQpYxx0+e7du+h0OuMXJ1vSaDRUr16d6tWr2zxvIYTISeY2Ptn9yGRtOyAJEAkhhBBC5EFYWBi7du1ix44d7Nq1i7CwsGzTaTQaKlWqZAwAValShapVq1KtWjWqVKlC+fLlc+2OMm3aNP7++2/Wr1/P8OHDWbx4MZ07d8bFxSU/dk2YSVVVLl68yMaNG/nzzz85ffo0YOiuNH78eN5//31jd4Dk5GSuXr3KxYsXja9Lly49NnCUrkyZMsycOZOxY8eajJvzuHJFRUVx9+5dQkNDTV53797F3d2dGTNmULlyZdu9GRYKDw9nzJgxbN26FTC09GnWrBl6vR69Xo9Wq+W5556jSZMmVuVfrlw5WxZXCCGKBGtbRkmASAghhBDCAqmpqRw9epQdO3awc+dOYzAgnaurKx07dqRRo0bG4E/VqlWpWLEi9vb2edq2oij88MMPBAQEcOHCBQYOHIiTkxOdOnXi2Wef5cUXX8TNzS1P2xDm0ev1HD9+nA0bNrBx40bjeFFgOE59+vRh9uzZ+Pr6mqzn6OiIn58ffn5+JvOTk5MJCAgwBoyuXbtGSkoKqamppKamcuXKFYKDg5k0aRILFizgk08+oVatWiYBn4x/01+5tVz7/fff+fLLLxk9enSBd7XYv38/L7/8Mnfu3MHR0ZGvv/6asWPHFskuH0IIURxIgEgIIYQQIhchISHs3LmT7du3s3fvXmJjY02WN2zYkB49etCjRw/atm1rVusOa5UoUYJNmzYxe/ZstmzZws2bN9m2bRvbtm3jxx9/ZNu2bZQuXTrLejExMTg5OVlVtrS0NAICArh9+zYNGjSgbNmyttiVJ5Jeryc6OhpPT89sl1+7do2vv/6ajRs3Ehoaapzv4OBAt27d6NevH88991yug4xm5ujoaHx8enZSU1P56aef+OyzzwgKCuLFF180O29PT0/Kli1LuXLlKFu2LGXLlsXHx4c//viDo0ePMmHCBNauXcvixYupUqWKReW2RlpaGp9//jmzZs1CVVV8fX359ddfadiwYb5vWwghijpFUYiLi8PR0RFVVY3TMTExAFnuUSzKuzgNUn3p0iUcHR25fPkyly9fxtvbm06dOlG1atXCLqYQTyQZ8FAI60jdKTx6vZ47d+5gb2+Pk5OTMeCRucWBqqrExsaatKS4d++e8a+7uzu1atUyvuzs7Lh586bxMdaZ/3/w4IFJ/l5eXnTr1o0ePXrQvXv3QguYqKrKP//8w7Zt2/j222+5d+8efn5+bNu2zRigUFWV77//nnfffRdPT0+++eYbBgwY8NhWGnq9no0bN7Jx40bOnz/PpUuXjI8HB6hWrRpt2rShTZs2tG7dGj8/P7PqwpNed06dOsWECRM4e/YsQ4cO5f3336dOnToApKSkMG/ePGbPnk1iYiIA7u7uPPvss/Tv35+ePXsWSOutuLg4vvnmGxYvXoxWq8XHx8ck8JP+f8Z5Tk5O2eal0+n47rvv+PDDD0lKSsLBwYFq1apRtWpVKleujK+vL6NHjzaOg2ULt27d4uWXX+bgwYMAvPLKK3zzzTe4urrabBvF0ZNed4R4EhXXQapLlSplUu70IFHmaWsGqS42AaI+ffpw8uTJbJvRVqtWjU6dOtGxY0c6depE+fLlC6GkQjx55GZDCOtI3bG92NhYbt++zZ07d3B3d6dJkyYm721aWhq///47s2fPJiAgIMv66cEiJycn7OzsiIyMNH6JtwWtVkurVq2MrYQyl+9JcPnyZXr27Mndu3epW7cuO3bsQKfTMXbsWHbu3GmStnfv3nz77bdZWoskJyezcuVKvv766yzvc4kSJShXrhyBgYFZBr90c3OjVatWtG7dmqFDh1K3bt1sy1hYdefmzZscOHCAgwcPcvDgQezs7Ojfvz9Dhw7Fz8+P2NhYPv74YxYtWoRerzeup9FoGDFiBH369OHTTz/lypUrAHTs2JEpU6bQuXPnfG0tVlACAgIYN24chw8fzrKsS5cubNq0CTu7vHU8UFWVdevW8eabbxIZGUmJEiVYuHAhzz//fJ7yfVrIdUcIyxXXAFF25+rstGvXzuK8i02AqFKlSsTGxuLo6EidOnWoU6cON27c4MSJE1lG9Pb19aVz584MGjSITp06FU7BhXgCyM2GENaRumO5uLg4rl27RkhIiPFvcHAwISEh3Lp1y9gsOl3p0qXp2bMnvXv3JiEhgTlz5hjHeNFoNCZf4h/Hzc0NHx8fY5easmXL4u3tTXR0NAEBAVy9epXg4GD0ej0VK1akUqVKxlflypWpXLkylSpVokqVKjZtRZFfrl69So8ePbh9+zY1atTg/v37REVF4eTkxOeff05ERARz584lNTUVFxcXhg0bhlarJS0tjdTUVPbt28edO3cAKFmyJKNHj6Zt27Y0aNCAKlWqoNFoiI6O5vjx4xw5coQjR45w7Ngx4uLiTMrRv39/pk+fTvPmzU3m27ruHDt2jGXLluHp6UmjRo1o0qQJvr6+3Llzh/3793Pw4EEOHDhAcHBwjnnUqVPHGKAEeP755xk9ejTfffcdGzduNEnr7e3NnDlzeOGFF4rkl4rHUVWV4OBgrl+/zo0bN7h27Rrz588nPj6ef//733z11VdW57tlyxY++eQTzpw5A0CTJk349ddfqVmzpg33oHiT644QliuuAaL8VGwCRDt37sTBwYGuXbua/JITGxvL4cOH2bdvH/v27ePvv/82+dXrp59+YuTIkYVRdCEKndxsCGEdqTs5U1WV69evc+zYMY4dO8bJkycJCgoiPDw813Xd3d0pX748d+/eJTo6OstyLy8v3n77bSZMmICbmxspKSkkJSVleaWmphrHXDGn20r6D0l5bSHxpAgKCqJHjx7cvHkTgKZNm/Lf//7X2FXq0qVLvP766xw6dCjb9StUqMC///1vXnvtNbO6TOl0Oi5cuMDRo0fZtm2b8dHuAN26dWP69Ol06NABRVFsVndu377Ne++9x8qVK7Mss7e3JzU11WSeRqOhSZMmdOzYkfbt2xMbG8uaNWvYvn27setczZo1mT9/Pt26dTOud/r0aT799FN27tzJ6NGj+fTTT3Mcm6g4Wr9+PSNGjADgxx9/5KWXXjJ7XVVV2blzJ5988gknTpwADK3Q3nrrLd59910cHR3zpczFlVx3hLDc0xogOnv2LLNmzeL333+3eN1iEyBycHAgICAg15NmVFQUBw4c4Pfff2ft2rXY29uzadMmOnfuXIClFuLJIDcbQlhH6s4jCQkJnDp1imPHjnH06FGOHz9uMnBvRp6ensbxTapVq2Z8VapUiQoVKhiDEampqRw5coQtW7awZcsWkpKSGDduHOPGjSsSrXieBMHBwUyePJnmzZszbdq0LE9PS+/u888//2Bvb4+9vT12dnZUqFCBAQMG5Knb1MWLF5k7dy6//fYbOp0OgFatWjF9+nR69epFQEAATk5OrF69mlWrVqGqKr/88kuOgzNnlJiYyDfffMOXX35JQkICiqIwcuRISpYsyd9//83Zs2eJi4tDq9XStGlTOnToQIcOHWjXrh3u7u5Z8ouOjuavv/4iLS2N4cOH4+zsnO1209LSik0A0VIfffQRs2fPxtHRkb1799K8eXNu3rzJqlWr2LZtG1WrVuWll16iQ4cOaDQaVFVl7969fPLJJxw5cgQAFxcXJkyYwOTJk7MdQF3kTq47QliuOAeIdu/ezb59+7C3t2fUqFFUrVqVgIAAPvnkE7Zt20aXLl1Ys2aNxfk+dQGidHq9npdeeok1a9bg4eHBvn37qF+/fgGUWIgnh9xsCGGdwqw7qqpy+/ZtTp06RVRUFN26daNixYoFtu3g4GBj66Bjx45x7ty5LF257ezsaNSoEa1bt6ZFixbUrVuXatWqUbJkyQIpp3gyhISEMG/ePH766SfjGJF+fn44ODhw+vRpk7QlSpRgxYoVPPfcc9nmpaoq69evZ8aMGVy/fh2ANm3aMG/ePJo1a2ZMp9frCQkJoUyZMgUyYPTTQK/XM3jwYDZv3kz58uWpVasWBw4cyDIOVZUqVRg2bBhHjx41DkDt5OTE+PHjmTx5Mj4+PoVR/GJD7tmEsFxxDRD9/PPP/Pvf/8bT05MHDx5QqlQp/vOf/zB9+nQGDhzI+PHj8fX1tSrvpzZABJCUlMSzzz7L4cOHqVy5MgcPHqRcuXL5XGIhnhxysyGEdQqq7uh0OgIDAzl//jznzp3j7NmznDp1irCwMJN0rVu3ZtCgQQwcONDqR1QHBwfz448/cv/+fapUqULVqlWpWrUqycnJHD161Ng6KLuuYuXKlTMOUNyqVSuaNm2aY0sM8fQJDQ1l/vz5LFmyxPjoXUVR6NSpE8OHD2fVqlXs27cPRVGYNWsW77zzjskN+5kzZ5gyZQoHDhwAoGLFisyaNYvhw4cXyRv7oigmJoZ27doZB+kG6NChA4MHD+bChQusXr3apFuog4MDY8eOZdq0aXJvbSNyzyaE5YprgKhdu3YMHz6ct956i40bN/LKK6/QvHlzfvrpJypUqJCnvJ/qABFAZGQkHTp04OrVqzRp0oTdu3dL83Xx1JCbjaLr1KlTLFmyhHv37tGiRQvatm1Ly5Yt5fxVQCytO+ktbxITE9FoNMaXoigm/1+/fp3z588bA0IXL17M9klcWq2WevXq4eLiwvHjx01+yW/evLkxWFSjRg0SEhLw9/dn7969HD9+nHLlyhkfTd6gQQMOHjzId999x+bNm7O0CMiOg4MDTZo0oVWrVsZXpUqViuQNlihYUVFRrFixgtDQUMaPH28MZqampjJp0iSWLl0KQK9evXB1deXevXuEhoYSFBSEqqo4OTkxZcoUJk+eLI9ELwRBQUF8/PHHNGjQgBEjRlC5cmXjssTERP766y/++OMPypcvz6RJkwqsZePTQu7ZhLBccQ0QVahQgSNHjlC5cmVUVcXHx4eNGzfSunXrPOf91AeIwPCrafv27QkPD+fZZ59l3bp1T20/c/F0kZuNoiUlJYX169ezcOFCjh07lmW5VqulUaNGtGvXjjZt2tC2bVvKly9fCCUt/sytO/fv32flypUsX76cCxcuWLUtZ2dn/Pz8aNCgAQ0bNqRZs2Y0bNjQ2ELnzp07/Pnnn6xfv56DBw+aPN2rZs2aXL9+PcuAvekyD+bbs2dPmjdvzo0bNwgJCSEkJASNRkOLFi2MLYQaN24sg8sKqz3uZv3777/nnXfeyfYJdUOHDmXWrFlWt5AToqiTezYhLFdcA0SlSpXiypUrlClTBoBKlSpx8OBBqlatmue8JUD00PHjx+nevTuJiYmMHTuWBQsWFMkPixCWkJuNouPKlSsMGDCAoKAgwPDFfsiQIbRs2ZJjx47h7+/PjRs3sqzn5+fH6tWr5VHCNnb//n1OnjxJly5dsvygoNfr2b9/P8uXL2fDhg3GsVccHBzw8PBAr9ej1+tRVdX4f/qrbNmyNGjQwPhq2LAh1atXN7t+3rt3j40bN7J+/Xr27dtnHCC4YsWKdO7cmWeeeYY7d+4Yu4xFR0fj4uLCqFGjmDhxovEpV0Lkl9yuO+lPQitdujQ+Pj6ULVuWKlWqmLRWEeJpJPdsQliuOAeI3nvvPWPPgY8//pg333wTLy8vk3Tjxo2zOG8JEGXw559/MmzYMFRV5fPPP2fq1Kk2Lq0QTxa52Sgajh8/Tv/+/YmMjMTHx4dx48YxZswYypYta5Lu5s2b+Pv7G1/nz59Hr9czYMAAVq9eXUilf3IkJiayY8cO1q9fz/79+6lbty4jR45k4MCBxu4qaWlpnDp1in379gHQrFkzmjZtSqlSpUhJSWHr1q2sXLmSzZs3k5KSQtWqVenXrx99+/alevXqrFy5kv/+97/GQB5Aw4YNee211xgxYkSBPh47IiKCY8eO4evrS40aNbLcAOn1eoKCgvDx8cn26U5C5Ae57ghhHak7QliuuAaIGjZsmGu5FUXhzJkzFuctAaJMFixYwDvvvAPAihUrGDFihK2Kmi1VVYvkh/9GE2kAAQAASURBVFIUD3Kz8eTbsmULL7zwAgkJCTRv3pw///zT2Jw0N+fPn6dZs2YoisLZs2etah2S3tKlqH4+EhIS2LZtG+vXr2fLli3ExcVlSePq6sqAAQOIj49n3759PHjwIEua6tWr8+DBA+7fv2+cp9VqjS10MnN3d2fEiBGMHj2aJk2ayHleiIfkuiOEdaTuCGG54hogyk8y0E4mb7zxBiEhIcyfP5/XXnuNBQsWUK1aNapVq0bdunUZOnSoTcYnUlWVcePG4e/vz+rVq6lXr54NSi+EKIpUVeXQoUP897//BTB2q4iLi+Ozzz5Dp9PRq1cvVq5cadEg1A0aNKBv37789ddfzJ07lx9++MHsdSMjI1m4cCGLFi0iPj6e2rVrU69ePerWrWt81ahRA3t7e7Pyi46O5syZM5w5c4arV68yevRomjZtanZ5LBEXF8fWrVtZt24d27ZtIyEhwbiscuXKDBo0iB49enD06FF+/fVXgoKC+PXXX41pSpYsSadOnYyP4g4MDCQ4OBgwPK3r+eefZ/jw4ej1eq5fv87mzZvZsmULkZGRtGvXjldffZXBgwfLILpCCCGEEKJIkRZE2dDpdLz00kusXbs2y7JRo0aZ/SUrIiICV1fXbB/1u2zZMl5//XUAatSowaFDh7L0GRQiv8mvUYVLr9ezefNmvvrqK44ePZpjupdeeonFixebHYzJ6Pjx4zzzzDPY2dlx+fLlXMfxuHPnDt9++y1Lly4lPj7+sWnt7e2pVasWdevWNQkeeXl5cf78ef7++2/+/vtvzpw5Y9LlCgytdlavXk337t0t3qfsxMTEsHnzZtavX8/27dtJSkoyLqtWrRoDBw5k8ODBNG/e3OSXIlVVOXr0KBs2bMDDw4Nu3brRrFkzk/oQFRXF33//jb29PW3btjW2HMpYd9LS0oiJiaFUqVI22R8hiiu57ghhHak7QliuuLYgSkxMZP/+/fTq1QuATz75hJSUFONyjUbDe++9h5OTk8V5S4DoMfmeO3eOoKAgQkJCCAwM5Mcff0RVVXbt2kWHDh0eu/7Fixdp3749Li4u7Ny506RrR1BQEM2bNyc+Ph4XFxcSEhLo2LEjmzdvxsHBIc9lF8JccrNR8G7dusWxY8c4fvw4W7du5fLlywA4Ojry0ksvUbVqVeOjnSMiIujZsyeTJk3K08WrZ8+e7N27l9dff51vvvkm2zRBQUF8/fXXrFixwniBady4MdOnT6dx48ZcvnyZS5cucenSJS5evMjly5dzDSBlVqVKFRo3bkx4eDj+/v7Y29vz3//+l6FDhxrTJCYmsnPnTmrWrGlWy8pLly7x5ZdfsnbtWuNg0GAIvA8aNIghQ4bQuHFjm1/8pe4IYR2pO0JYR+qOEJYrrgGi5cuXs2PHDlatWgUYnmJWp04dY0Do6tWrvPXWW0ycONHivKWLWQ4URaFRo0Y0atTIZN6yZct44403OHnyZI7BnLS0NMaOHUtsbCyxsbH07NmT3bt3U7NmTXQ6HWPGjCE+Pp4OHTrwzTff0KlTJ/bv38+///1vFi1aVCQ/pEKIrBISEjh9+jTHjh0zBoXu3Lljksbd3Z1x48bx5ptvZhl02lamT5/O3r17Wb58Oe+++y7e3t7GZRcuXODLL79k9erVxkdLt2vXjhkzZtCjRw/j+ahGjRr06dPHuJ5er+fmzZvGoFHGV0xMDDVr1qRJkybGV+PGjY2tJJOTk3n11VdZu3YtL774Ivfv36dp06b873//Y/Xq1Tx48AAnJyeWL1/OkCFDst2ns2fP8sUXX7B+/XrSf+eoVasWgwcPZvDgwWYN3ieEEEIIIURRs2bNGt566y2TecuWLTM+5v7333/nxx9/lABRfvvPf/7Dhg0buHz5Mt9++22OTzn79ttvOXHiBB4eHpQvX55Lly7Rq1cvdu/ezbp16zh8+DAlSpRg2bJlVKtWjZ9//pmBAwfy448/Uq9ePd58880C3jMhhCUSEhL4+eefOX/+PHFxccTFxZGQkGD8Pz4+nri4OO7fv59lEGOtVkuDBg1o1aoVLVu2pF+/fnh4eORreTt37kzz5s05efIk3333HZ999hnHjx9nzpw5/PXXX8Z0PXv2ZPr06TzzzDO55qnRaKhSpQpVqlQxNm8Fwy8yycnJj23S6ujoyM8//4yXlxdLlizJcs4rUaIEcXFxvPDCCwQFBTFt2jRjsOfEiRPMnj2bTZs2GdP369ePGTNmGAfkFkIIIYQQori6du0a9evXN047Ojqi0WiM082aNbP6iewSILKAp6cnX3zxBa+99hqff/45w4YNo0qVKiZpLl++zMcffwzA3Llz6dWrF127diUgIIBu3boRGhpqXFatWjUAevfuzezZs5kxYwZTp04lLCyMGTNmyACnQjxhoqOjWbx4MfPnzyc8PNysdcqVK0erVq2MAaGmTZsWeN1WFIVp06YxbNgwFi9ezIkTJ9izZ49x2cCBA5k+fTpNmjSxybbM6e+s1WqZP38+ZcqU4T//+Q9OTk4MGDCAl19+mQ4dOjBjxgy+++47PvjgAwIDA3nxxRf58ssv2blzp3E7Q4cOZfr06TRo0CDP5RZCCCGEEKIoiI6ONhlaITAw0GS5Xq83GZPIEjIGkRXb69atGwcPHuS5555j/fr1xmU6nY5OnTpx7NgxevbsycaNG1EUhdu3b9OtWzfjIK29e/fmjz/+yDJQ6htvvMGyZcsAqFixIl9++SWDBw+WX8RFvpH+7OaJiIhg/vz5fP/990RHRwOGgY+HDx+Op6cnJUqUwMXFhRIlShhfrq6ulCpVinLlyj0RdViv1xvHEgKws7PjhRdeYMqUKSZjpBWGK1euULZs2Swtqb7//nsmTZpk7PoGhsDSCy+8wLRp0/D19S3oohpJ3RHCOlJ3hLCO1B0hLFdcxyBq1qwZH330Ef369ct2+R9//MFnn33G6dOnLc5bWhBZSFEU5s+fT4sWLdi0aRPvvPMOzZo1o3bt2uzevZtjx47h7u5uMpZQhQoV2L59O7179yYlJYXvv/8+ywdRURQWLFhAjx49mDp1KiEhIbzwwgt07tyZX3/9ldKlSxfG7gpRLMXHx3P8+HFq1Kjx2Kd63blzh2+++YZly5YZH5Vep04dpk+fzvDhw7GzKzqnUI1GwzfffMObb75J9+7deeedd7K0gCwsOQV6JkyYQNWqVRk5ciTJycm88sorTJkyxdj6UgghhBBCiKdN9+7dmT17Nj169MjScj8xMZEvv/ySHj16WJW3tCCy0syZM5k7d262y5YsWcKrr76aZb5eryc1NRVHR8fH5p2YmMjcuXP56quvSEpKYsKECXz77bc2KbcQGRXXX6Nu3LjBP//8Q6dOnXB2djbOV1WV9evXM3XqVG7dugVA1apVad++Pe3atUOj0RAVFUVUVBTXr19n3bp1xuaZTZo0YcaMGfTv39+kj6/IfxEREQBPVKC8uNYdIfKb1B0hrCN1RwjLFdcWRGFhYXTo0AF7e3vGjh1LzZo1AcPTy5YtW4ZOp2P//v0mD6YxlwSIrJSWlsaKFSs4ceIEV69e5erVq9y9e5e+ffuydu1am3zQNm/ezMCBA/H29iYkJKRItVYQRcPt27dZvHgxAwYMoGnTpgV2goyIiCA5ORm9Xo9er8fR0dFmT/C6fPkyXbp0ISIiAg8PD4YMGcKLL76Il5cX77zzDrt27QKgVKlSREdHZxlEOrPsnuglhNyoC2EdqTtCWEfqjhCWK64BIoDr168zefJk9u7da3yir6IodO7cmblz5xqfaGYpCRDZUGJiIk5OTjb7kKWmplK5cmUiIyPZsmUL3bp1s0m+QoBh3JfevXtz8+ZNwPAY80GDBjFkyBAaN26cLyfLCxcuMGXKFOMAyRn169ePhQsX4uPjY3X+169fp3Pnzty6dQt7e3tSU1OzpHF0dGTKlClMmzaNtLQ0jhw5woEDBzh58iQODg54enoaX127djXriV7i6SM36kJYR+qOENaRuiOE5WwdIFq2bBnfffcdYWFh+Pn5MWfOHJo1a5Zt2ueee47Dhw9nmd+9e3dWr14NwMSJE/ntt99Mlnft2pW1a9eaXaaoqCiCg4MBqF69Op6enmavmx1pkmJDGbuy2IK9vT2DBg1i2bJl/P777xIgEjZz6tQp+vbtS0REBF5eXsTHxxMUFMRXX33FV199xahRo1i8eLHNWq3dv3+fTz/9lCVLlhhb7Njb26MoChqNhuTkZDZu3Mjhw4eZP38+Q4cOtXgb9+7d49lnn+XWrVvUqVOHXbt2cenSJX755RfWr19PbGwszz77LPPmzaNGjRrG9Xr06GF1H10hhBBCCCFE8bd+/Xref/995s2bR7NmzVi8eDGDBw/mxIkTlClTJkv6n3/+2eRJYvfv36d9+/YMGDDAJF3Xrl1ZuHChcTq34Wgy02g0xuEvbDEMhgyk8YQbPnw4ABs2bDB5lB3A33//TenSpXnzzTcLo2gij1RV5f79+/m6jcDAQP766y8uXbpkbE2zZ88eunfvTkREBE2aNGHNmjXcvHmTX3/9lUGDBqHValmxYgUvvviiVY9H1Ov1hISEsGPHDhYsWMBbb71F/fr1WbRoETqdjoEDBxIQEEB8fDxxcXHExMRw4sQJGjVqRGRkJCNHjuT55583jjtjjqioKHr37k1gYCBVq1Zl69ateHt707FjR5YtW8bNmzcJDg5mw4YNJsEhIYQQQgghhMjNokWLGDVqFCNHjqROnTrMmzcPFxcXfvnll2zTe3p64uPjY3zt27cPFxcX+vfvb5LO0dHRJF3JkiXNKs+NGzcYNmwYNWrUoFu3bnTr1o0aNWowfPhwbty4YfV+FpsuZlqtlqCgIGrWrFmsml3q9Xpq1qzJ3bt3Wb16NX379gUM+929e3djs7V9+/bRqlWrwiyqsEBiYiKjRo1i06ZNvPDCC3zxxRfZRp6tdeXKFWbPns3q1auNfVLt7OyoWbMmwcHBpKSk0KlTJ1auXElYWJhJvfnrr7+MwaFevXqxcuXKbFvHPXjwgICAAAIDAwkICCAgIICrV68SGBhIUlJSlvT16tXj66+/plOnTtmWOTU1lTlz5jBnzhzS0tLw9vZm/vz5WU6i6VJSUjh8+DDbtm1jw4YN3Lhxg7Jly7Jr1y4JAol8p9PpCAwMLHbXHCHym9QdIawjdUcIy+VUb1RVNf4QnrGLmaOjY7YteFJSUihfvjz/+9//6NOnj3H+hAkTiI6OZuXKlbmWpW3btrRs2ZL/+7//M86bOHEimzdvxsHBgZIlS9K+fXvef/99SpUq9di8bt26RdeuXbGzs+O1114zPhH48uXLLF++HJ1Ox+7du6lQoUKu5cqs2ASIrl+/ThHflRzNnTuXX375hV69evHFF18AhlYg77zzjjFNw4YN+d///ldkB9kq6nQ6HcuXL8fOzo4XX3wRe3v7HNPGx8fz9ttvc+LECeO8kiVLMnnyZJ577rk8HcNr166xdOlStm3bZqwPNWrU4O7du8bHtIOhKeOsWbNybMLo7+/PO++8Q1JSEi1atODFF18kJCSEkJAQrl+/TkhIyGNbP9nb21OpUiWqVq1K1apV8fX1NZ7EcnPp0iXef/99goKCAOjduzfTp0/Hw8ODiIgIDh06xMGDBzl69Cjx8fHG9Tw9PVm6dCm1atUy670SQgghhBBCPH0URaFKlSr4+fkRFxdnnD99+nRmzJiRJf3du3epV68e27dvp2XLlsb5H374If7+/saH4OTk1KlTdOvWjV27dpmMWbRu3TqcnZ2pUqUKISEhfPbZZ7i6urJjx47HBoLffPNNgoODWbduXbaPuR8yZAg1atRg/vz5ub4XmRWbAFFxbUEEcPLkSdq3b4+Liws3btzA3t6epk2bEhQUxOjRo/n999+Jj49nxYoVVo3dIvJGr9czfvx4fv75ZwDatGnDzz//nG3E9v79+wwYMIATJ07g5ubGrFmzWLJkCRcuXACgc+fOLFu2zOJob3Ythvr27cvMmTNp3Lgxqqpy69YtLl++DECXLl3QarWP/TXq0KFDDBo0iNjY2By3W7ZsWWrXrk3t2rWpVauW8f8qVarkqR4mJyfz+eef8/XXX6PX6ylbtizly5fn9OnTJum8vb3p2bMnvXr1olu3bri7u1u9TSEsIb/kCmEdqTtCWEfqjhCWs1ULorwGiNIbB2Q3aHVGISEhNGnShA0bNtCxY8cc09WrV48ff/yRNm3aZLv88OHDjBkzhkuXLj12e9kpNoNUpx9wrVZb7E6aLVu2pEaNGgQFBbFlyxYiIiIICgrCx8eHr776ikqVKvHJJ5/wwQcfMGDAgCxRRJF/VFXl3//+Nz///DMajQZXV1eOHDlC69atWbFihXFgcb1ez9WrV3nhhRc4f/48pUqVYtOmTTRv3pzRo0fzzTff8J///Ie9e/fSp08f9u7dS+nSpbNsLzg4mLt37wKGk1lycjI//fQTv//+uzEw1K9fP9577z2aNGlism56a57sZFdvOnbsyPbt2/n3v/9NcnKyMfhTu3ZtfH19qVWrVr4FZFxcXPj888/p378/o0ePJiAggNDQUACaN29Or1696N27N02bNrXJYGxCWKs4XnOEKAhSd4SwjtQdISyXud6kf28y9ylmXl5eaLVawsPDTeaHh4fj7e392HXj4+NZv349M2fOzHU7VatWxcvLi+Dg4McGiCIjI6lcufJj84mKisp1e9kpNgGi4kxRFIYOHcoXX3zBDz/8YGxt8tFHH+Hm5sakSZP44YcfuH79Ot999x1Tp04t5BIXP3v27OHHH3+kfPnyDBw4kNatW6MoClOmTGHp0qUoisLy5ctp2bIlI0aM4Ny5c/Tp04d+/fpx584dLl68aOwO5ePjw9atW/Hz8wMM3bGmTZvGwIED6dmzJ1euXKF///5s376dEiVKAIbo90cffcSXX36ZYxn79u3L+++/nyUwlBfNmzfPNdKdn1q2bMmJEyf47bffsLOzo2fPnvj4+BRaeYQQQgghhBBPFwcHBxo3bsz+/fuNYxDp9XoOHDjAmDFjHrvun3/+SUpKCsOGDct1O7dv3+b+/fu5ft/x8fHhypUrOfY6uXTpUq6Bq5wUmy5mDg4OBAQE4OvrWyyj6hcuXKBp06bG6Xr16nHy5EnjmC6//PILo0ePxs3NLU8fCGHq77//5r333svSbLBcuXL4+fmxc+dOAJYuXcorr7wCGPp9Tpo0ieXLl5us4+DgQIsWLR47Ts6lS5fo3Lkz9+/fp3v37vzxxx9ER0czatQodu/eDUDNmjWN6VVVpWHDhsyYMcOqwJBOp+PKlSvFtt4IkV+k7ghhHak7QlhH6o4Qlsup3qiqSmJiotktiMDwmPuJEyfyzTff0LRpU77//ns2bNjA8ePH8fb2Zvz48ZQrV46PPvrIZL1nn32WcuXKZfluGBcXx5w5c+jXrx8+Pj5cu3aNjz76iLi4OA4fPvzYx92/++67HDhwgD///DNLr5Pw8HAGDhxI+/btmT17tln7lpG0ICoi/Pz8qF+/Pv/88w8Ac+bMMRnw94UXXmDBggWcPn2aTz/9lAULFhRWUYuFiIgI3n77bVavXg0YWvm8+uqrxMXFsWnTJu7evWvs6jV//nxjcAjA2dmZxYsX07dvX86ePYuvry/169enZs2auQ7SXLduXTZu3EiPHj3YuXMnw4YN4/z589y8eRMXFxeWLFnC8OHD822/hRBCCCGEEEKYGjRoEBEREcyaNYuwsDAaNGjA2rVrjQ0zbt26lWXoi6tXr3L06FHWr1+fJT+tVsvFixdZtWoV0dHRlC1bli5dujBz5szHBofAMJj2zp07adq0KUOHDqV27dqoqsqVK1dYt24d3t7eTJs2zar9lBZERcjcuXOZOXMm3bt3Z/PmzVmW79+/n+7du+Ps7My9e/dkLCIrJSYm0qNHD44dO4aiKIwYMYKPPvqI6tWrA4YBlHfv3s3WrVtp1aoVL774os3LsH37dgYOHEhaWhoAtWrVYvXq1dSvX9+m25Ffo4SwjtQdIawjdUcI60jdEcJytmxB9KR58OABn376qbHHCYCHhwcDBgzgww8/xNPT06p8JUBUhKSlpbFu3Tp69eqFh4dHluWqqlKtWjXu3LnDli1bjAMkC/Pp9Xpeeukl1qxZg6enJ1u2bDF5FGFBWrVqFRMmTKBnz54sWbIk22OeV3KzIYR1pO4IYR2pO0JYR+qOEJYrzgGidKqqEhERAUDp0qVRFIXw8HBWrFjB5MmTLc5PHv9ThNjZ2TF8+PAcAwWKotC9e3cAduzYkW2af/3rX7Rp04a4uLh8K2dR9vHHH7NmzRrs7e1Z8//s3XdYU9cbwPFvwhYVWYoTFRQcuK17r7r3rFr33ntbt7XWWnfds26rdc+6V0Vwi6LgREFEQDbJ/f2Rkp8IqCAIyvt5njxJ7jw3cJJ733vOe7ZvT7XgEEC7du3w8/Njy5YtKRIcEkIIIYQQQgjx9VKpVNja2mJra6sPdr148YKZM2cmaXsSIPrG1K1bF4g/QPTw4UPWrl2Lq6urPuGx+L/169cze/ZsAJYuXUrVqlVTuUR8NGeREEIIIYQQQgiRHOTq8xtTq1Yt1Go1t2/f5smTJ+TOnVs/b/v27frXZ8+epWnTpqlRxDThxo0bbNq0iZCQEEJDQwkNDeXvv/8GdEm/OnfunMolFEIIIYQQQgghvhwJEH1jrKysKFu2LJcuXeLo0aN069ZNP+/dANGZM2dSo3hpglarpUOHDnh4eMSZ17JlS6ZMmZIKpRJCCCGEEEIIIVKPBIi+QTEjcB05ckQfILpz5w7Xr1/HwMAAjUaDu7s7gYGBaSK3zaNHjzhy5AgdO3bEzMwszvz79+/z008/UaVKFbp164axsfFn7e/o0aN4eHiQKVMmBg8ejJmZGWZmZtjZ2dG0adM4wxMKIYQQQgghhBBpwfjx4z84PyZpdVJIgOgbVK9ePaZNm8bx48eJjo7G0NBQ33qoXr16eHh48ODBAy5cuMD333+fqmVVFIV27drh6urK3r172bFjR6wA0MuXL2nUqBFeXl5s376d+fPn89NPP9GmTZskB3IWL14MQJcuXZg0aVKyHIcQQgghhBBCCJHSrl+//tFlKlasmKRtS4DoG1S6dGmsrKx4/fo1ly9fpkKFCmzbtg2A1q1bc/LkSR48eMCZM2dSPUB08OBBXF1dATh06BDdunVj3bp1GBgYEBISQrNmzfDy8iJPnjxERETw8OFDOnfuzK+//sqSJUsoW7Zsovbn4eHBoUOHUKlU9O3bNyUOSQghhBBCCCGESBF79+5NsW1LX5pvkIGBAbVq1QJ0o5ldv36de/fuYWpqSuPGjalSpQqgS1SdmhRFYfr06YAuubahoSHbtm1jyJAhREdH88MPP+Dq6oqNjQ2HDh3i7t27TJkyhcyZM3Pt2jWaN29OQEBAova5ZMkSAOrXr4+jo2OyH5MQQgghhBBCCPE1khZE36h69eqxfft2jhw5QlRUFADff/89mTNnpnLlygBcuXKF0NBQMmTIkCplPHz4MFeuXCFDhgysW7eOkydP0qlTJ/744w/OnDnD7du3MTMzY/fu3fpgztixY+nVqxfVq1fHw8ODyZMns2DBgk/a35s3b1i/fj0AAwcOTLHjEkIIIYQQQgghUsKcOXM+ablRo0YletsSIPpG1a5dGwBXV1eePXsGQJs2bQDIly8fOXPm5NmzZ1y+fJnq1avr17t69SrLly9n8uTJZM+ePcXK927rod69e5M1a1batGlDYGAg/fv35/bt26jVajZs2MB3330Xa11ra2sWLlxI3bp1+eOPP+jcuTNlypSJtUx4eDgApqam+mnr1q0jJCSEwoULU7NmzRQ7NiGEEEIIIYQQIiXMnj2b7NmzY2Njg6Io8S6jUqmSFCCSLmbfqBw5cuDi4oKiKPj4+GBubk6DBg0A3T9LTCui06dP69eJjo6mU6dOrF69mqFDh6Zo+Y4ePcrly5cxMzNj2LBh+uk9e/bkl19+wcbGhsWLF9OkSZN4169evTodOnRAURQGDBiARqPRz7t48SLOzs7kypWLadOmERQUhEaj0XcvGzBgACqVKkWPTwghhBBCCCGESG61a9fm9evX5MqVizFjxnDy5ElOnz4d63Hq1KkkbVsCRN+wOnXq6F83btw4Vley+PIQrV27lvv37wOwa9cuLl++nCLlerf1UK9evciWLVus+YMHD+bZs2d07979g9uZPXs2FhYW+lZPAGvWrKF27do8f/6coKAgpk2bRsGCBenZsydeXl5YWVnRoUOHFDkuIYQQQgghhBAiJW3bto2rV69SunRpJk+eTOHChZk8ebL+Wv5zSIDoG1avXj3965juZTFiAkQXL14kMjKS0NBQpk2bBkDOnDkBGDduXIJN1j7H8ePHuXjxIqamprFaD73rU1r42NnZMXXqVAAmTpxInz596N27N5GRkTRv3pz169fj5OTE69ev2bhxIwDdunVLtZxLQgghhBBCCCHE58qePTvDhg3j33//ZdWqVbx69YpatWpRr149wsLCkrxdCRB9wypWrEiBAgUoWLBgrNZEAM7OztjY2BAeHo6rqyuLFi3Cx8eHvHnzcvToUUxMTDh9+jSHDh1KtvJER0ezatUqfcugHj16fHaeo169elGqVCmCgoJYvXo1AJMnT2bz5s20a9cOd3d3Vq1aRf78+cmWLRv9+vX77OMQQgghhBBCCCHSglKlSlGlShUKFizIjRs39INUJYUEiL5hJiYmuLm54erqiomJSax57+Yh2rNnD7/88gugC644OjrSv39/QNeK6N38Pkmh1WrZvn07xYoVo2/fvvj4+ODg4JCkpFnvMzAwYNGiRRgZGZEpUyZ27tzJ+PHjUavV+vmdOnXi7t27eHt7kytXrs/epxBCCCGEEEIIkZouX77M4MGDcXJyYvny5bRr1447d+6QOXPmJG9TAkTfOGNj4zjBoRgx3czmz59PYGAgLi4utG/fHoDRo0eTJUsWbt26xaZNmz6rDG3btuWHH37A09MTGxsb5s6di5ubG3Z2dp+13RhlypTh2rVr3L17l8aNGye4nIGBQbLsTwghhBBCCCGESA2///475cuX54cffsDc3JwDBw5w4sQJevTogYWFxWdtW4a5T8diWhBptVoApk+frm95Y2lpyejRoxk7diw//fQT5cqVIygoiFevXhEcHEytWrWwtrb+6D5u377Nnj17MDQ0ZOzYsQwZMoRMmTIl+7E4Ojom+zaFEEIIIYQQQoi0ZMqUKeTKlYtmzZqhUqnYvHlzvMvNmDEj0duWAFE6VqxYMSwsLAgMDKRKlSp8//33seb379+fJUuW8OTJE1xcXGLNq1ixIv/8889Hk0n/9ddfgG5EtYkTJybvAQghhBBCCCGEEOlIxYoVUalU3L17N8FlPmXQp/hIgCgdMzAwoF27dmzatIk5c+bE+ScyNTVl7ty5dOrUCUNDQ2xsbLCysuLu3bucP3+enTt30qpVqw/uIyZA1Lx58xQ7DiGEEEIIIYQQIj3Yt29fim1bchClcwsWLMDHx4fSpUvHO7958+YEBQXx5s0bPD09uXz5MiNHjgRg/PjxhIeHJ7jtBw8ecP36dQwMDD6YG0gIIYQQQgghhBCpS1oQpXMqlSrBJNYxYvISxRg2bBirVq3Cy8uLRYsWMWLEiHjXi2k9VK1atU/KVySEEEIIIYQQQoiEderUKd7pmTNnxsHBgc6dO2NjY5OkbUsLIpFo5ubmTJs2DYDZs2fj6+sb73LSvUwIIYQQQgghhEg+mTNnjvcRGBjI+vXrKVu2LLdv307StqUFkUiSH374gUWLFuHm5sa0adNYuHBhrPlPnjzh33//RaVS0bRp01QqpRBCCCGEEEII8e1YvHhxgvO0Wi2DBw9m6tSpbNmyJdHblhZEIknUajVz584FYMWKFdy6dSvW/N27dwO6DOt2dnZfunhCCCGEEEIIIUS6olar6dWrF9euXUva+slcHpGOVKlShWbNmqHVaunTpw9BQUH6edK9TAghhBBCCCGE+LLMzc0JDQ1N0roSIBKfZdasWWTKlIlLly5Rp04dfH19efHiBefOnQOgWbNmqVtAIYQQQgghhBDiM61YsYJixYphZ2dH7dq1cXV1TXDZP//8E0tLy1iP93vWKIrCzJkzcXZ2Jnv27DRr1owHDx58djn/+ecfHB0dk7Su5CASn8XBwYFjx47RqFEj3NzcqFGjBs2bN0dRFMqUKUOePHlSu4hCCCGEEEIIIUSS7dq1iwkTJjBv3jxKly7NsmXLaNmyJf/++y+2trbxrpMpUyb+/fdf/XuVShVr/u+//84ff/zB0qVLyZMnDzNnzqRly5ZcvHgRU1PTBMty4MCBeKcHBQVx7do1NmzYwO+//56Eo/yGAkQajSbWs/hyihUrxvHjx2nYsCH3799nzpw5ADRt2lT+Hmmc1BshkkbqjhBJI3VHiKSRuiNE4iVUbxRFAXQBlXeDNiYmJpiYmMS7rSVLltC5c2d++OEHAObNm8eRI0fYuHEjQ4cOjXcdlUpFtmzZ4p2nKArLli1jxIgRNGjQAIClS5fi5OTE/v37admyZYLH1bFjx3inZ8yYkQIFCvD7779/cP0P+WYCRA8fPgTA09MzlUuSfq1cuZK+ffvq/xbFixfHw8MjlUslPoXUGyGSRuqOEEkjdUeIpJG6I0TivV9vVCoV9vb2FC1alLdv3+qnjx49mjFjxsRZPzIyEnd391iBILVaTbVq1WK1EHpfSEgILi4uaLVaihcvzsSJEylUqBAAjx494uXLl1SvXl2/vIWFBaVLl+bff//9YIDn9evXHz3mpPpmAkT58+fnwYMHODo6YmBgkNrFSZecnJw4ffo0/fv3J3fu3NSpUye1iyQ+QqPR4OnpKfVGiESSuiNE0kjdESJppO4IkXgJ1RtFUYiMjOTmzZtxWhDFx9/fH41GE6crma2tLffv3493HUdHRxYtWkSRIkUICgpi4cKF1KtXjwsXLpAzZ05evnyp38a7smbNiq+v7weP6/Tp04waNYojR46QOXPmWPMCAwP5/vvv+fXXX6lYseIHtxOfbyZAFPMHNzAwkC/NVJQ1a1a2b9+e2sUQiST1RoikkbojRNJI3REiaaTuCJF479ebmC5mmTNnjpMXKLl89913fPfdd7HelytXjrVr1zJ+/PjP2vbSpUvp3LlznOAQ6FohdenShSVLliQpQCSjmAkhhBBCCCGEEELEw9raGgMDA/z8/GJN9/PzI2vWrJ+0DSMjI4oVK6ZPxxKTm+j9bfr6+n50mzdv3qRWrVoJzq9Rowbu7u6fVK73SYBICCGEEEIIIYQQIh7GxsY4ODgwbtw4ChUqhKWlJXv37uX06dOULVsW+PiQ9RqNhhs3bnDjxg3y5MlDtWrVMDU15ciRI/plgoKCcHV11W8zIX5+fhgZGSU439DQEH9//yQdqwSIhBBCCCGEEEIIIRLQoEEDnj17RpMmTQBYs2YNISEh+lHNqlevzu+//868efM4evQoz58/p0GDBnh4eHDt2jV69eqFt7c3ALt27WLLli1kyJCBn3/+mQMHDnDr1i369u2LnZ0dDRs2/GBZsmfPzp07dxKcf+vWrQRHT/uYbyYHkRBCCCGEEEIIIURymzx5MtmzZ2fhwoUAPH78mB07dpA1a1YUReHOnTsUKVJEP2R9lSpVWL16NZUqVcLa2hoHBwe0Wi1//PEHJUuWBGDZsmW0adOGQYMG8fbtW8qXL8+OHTswNTX9YFnq1KnDjBkzqFWrVpxlw8LCmDVrFvXq1UvScaqUmAxNX6no6GhCQkIwMDDAy8sLBwcHSdwmxCfSaDQ8ePBA6o0QiSR1R4ikkbojRNJI3REi8RKqN1qtluDgYIyNjVGr/9+pysTEJMGRzN5laWnJxo0b9S19vL29KVmyJKdPn8bFxUW/XMOGDXFxcWH27Nls3LiRCRMm6FsRgS6WYWdnx9q1a2nUqNEnH5evry/Vq1dHrVbTs2dPChQoAMC9e/dYuXIlWq2WkydPfnJ+pHd9My2INBoNefLkISoqiqioqNQujhBfDak3QiSN1B0hkkbqjhBJI3VHiMRLqN6YmJhQrlw5/XDzAKNHj2bMmDGJ3senDFn/8uXLOPMNDQ2xtLSMVYZPkTVrVg4dOsTw4cOZOnWqflQ2lUpFzZo1mTt3bpKCQ/ANBYjUajVeXl7kz59foupCfCKNRsPDhw+l3giRSFJ3hEgaqTtCJI3UHSESL6F6oygKUVFRXLx4MU4Loq9Fnjx52L59O2/evOHhw4coioKDgwNZsmT5rO1+9QGimD+0oaEhiqJgaGgoX5pCfCKVSiX1RogkkLojRNJI3REiaaTuCJF4CdWbmACRhYUFKpXqs/fz7pD1dnZ2+um+vr76LmfZsmWLM6R9dHQ0AQEBSU4oDZAlSxZKlSqV5PXfJ6OYCSGEEEIIIYQQQiSBvb092bJl49SpU/pp7w9ZX7ZsWQIDA3F3d9cvc/r0abRaLaVLl/7SRU7QV9+CSAghhBBCCCGEECKlvH37Fi8vL/37R48ecePGDbJkyULu3Lnp06cPc+fOJX/+/Njb2zNz5sxYQ9Y7OTlRq1YtBg8ezLx584iKimLUqFG0aNGC7Nmzp9ZhxSEBIiGEEEIIIYQQQogEuLu707hxY/378ePHA9C+fXuWLFnC4MGDCQ0NZejQoQQGBsY7ZP2KFSsYOXIkzZo1Q6VS0aRJE2bPnv3Fj+VDJEAkhBBCCCGEEEIIkYDKlSsTEBCQ4HyVSsW4ceMYN25cgstYWlqycuXKlChespEcREIIIYQQQgghhBDpnASIhBBCCCGEEEIIIdI5CRAJIYQQQgghhBBCpHMSIBJCCCGEEEIIIYRI5yRAJIQQQgghhBBCCJHOSYBICCGEEEIIIYQQIp2TAJEQQgghhBBCCCFEOicBIiGEEEIIIYQQQoh0TgJEQgghhBBCCCGEEOmcBIiEEEIIIYQQQggh0jkJEAkhhBBCpHGHDx9m6NChBAUFpXZRhBBCCPGNMkztAgghhBBCiPhpNBqmTp3KrFmzAChcuDA9e/ZM5VIJIYQQ4lskASIhhBBCiC9Mo9EAYGBgkOAyr1+/pnPnzhw5ckQ/7datWyleNiGEEEKkT99OgCgsDLM7d1CFhsIHTraEEP+n0mgwe/RI6o0QiSR1RySVn68vW7duZffu3dja2jJ//nyy2dnFWc7j7l3GjBmDn48PFUxMqFChAv+cPEn05cvg5pYKJU8eUneESBqpO+Kr4eQEGTKkdilEEqkURVFSuxCfQ1EUgoKCMLl7F9Py5VO7OEIIIYQQQgghRLoUdekSlCyZ2sUAdK11PTw8cHJyitViV1EUwsLCyJw5MyqVKhVLmPZ8My2IlAIFuLd5M/b29qglqi7EJ9FqNDx69EjqjRCJJHVHfMjb4GA2b96Mh4cH3t7ePHv2DO079+NKlSxJ06ZNWbVqFY+fPMHG2poFCxZgb2/PvHnz2LlrFwCVKlZkypQpZMqcmdCQEGrUrAnAsaNHyZQ5c6oc2+eSuiNE0kjdEV8NJ6fULoH4DN9MgAgzM8IKFUJxcpJml0J8IkWjISxDBqk3QiSS1B2RkBs3btCmd28ePHgQa3rmzJmpW7cuQ4cOpWzZsgCU7N6dBg0acPTGDSoOGICDgwNXrlxBpVIxYcIExo8fj1qtG3A2A/Aqd26ePHnCTWNjKqSRu7OJJXVHiKSRuiOE+BK+nQCREEKkI1qtlv379/P27VvatWsnzWOFSAO2bt1K7969CQ0Nxd7enqFDh1KoUCGcnJzInj17nHqaLVs2jh49SpMmTbh8+TJXrlwhS5YsrFu3jvr168fZfqFChXjy5Al37tyhQoUKX+qwhBBCCJFOSIBICCG+Ilqtll27djFjxgz9aEY7d+5k1apVWFhYpHLphEifgoODmTp1Kr///jsAtWrVYsOGDdjY2Hx0XSsrKw4ePEivXr14/fo1S5YswcHBId5lCxUqxJEjR7hz506yll8IIYQQAiRAJIQQX419+/YxYcIEbt++Dei6rISHh/P3339ToUIFtmzZQrFixVK5lEKkD0+ePGH//v3s27ePkydPEhkZCcCoUaOYMmXKB4evf1+mTJnYvHnzR5crVKgQgASIhBBCCJEi1KldACGEEB+3e/duWrRowe3bt7GwsGDChAncv3+fU6dOYW9vj6enJ1WqVGHDhg2pXVQhvmlarZYRI0bg4ODAoEGDOHLkCJGRkTg6OrJt2zamT5+eqOBQYkiASAghhBApSQJEQgiRxt24cYOuXbsC0LlzZ+7fv8+kSZOwtLSkdOnSXLx4kXr16hEWFkb37t0ZMGAAERERqVxqIb49Wq2Wfv36sWDBAgAqVarEzJkzuX79Ordu3aJZs2Ypun9nZ2dA13opKCgoRfclhBBCiPRHAkRCCJGGvXr1ipYtWxISEkKtWrVYtmwZWbJkibWMtbU1e/bsYeLEiahUKpYvX0716tV59OhR6hRaiCQKCgri6tWrPH78OLWLEkd0dDTdu3dn9erVqNVqVq1axT///MOIESNwdnb+IoniLS0tyZ49OwAeHh4pvj8hhBBCpC8SIBJCiDTg0aNHjBs3jl9//ZW7d++iKApRUVG0a9cOb29vHBwc2LRpE4aG8aeOU6vVTJw4kb///hsrKytcXV0pV64cR44c+cJHIsSHRUZGcufOHf7++29+/fVX+vTpQ61atciTJw82NjaUL1+e4sWLc+/evWTdb1RUFJcuXeKXX36hRYsWzJw5E61W+8nrdu7cmU2bNmFgYMD69evp1KlTspbvU0k3MyGESLvOnj1LnTp1cHZ2lu9p8VWSJNVCCJGKFEVh3bp1DB8+nODgYADGjh2Lo6MjOXLk4PTp02TKlImdO3diZWX10e3Vq1ePixcv0q5dO65evUrjxo35559/qFixYkofihAfFBAQwG+//caiRYt4+/ZtgsuZmJgQEhJCz549OXHiRKx8PoqiMGTIENatW0f16tVp3rw5DRs2jHe0sMjISFxdXTl16hRnzpzh/PnzhISE6Ofv27ePu3fvsnLlSoyNjeMty5MnT9iyZQsbN27kzp07GBkZsWnTphTvSvYhzs7OnDhxQp+sXggh4nPo0CG8vLxo2rQpOXLkiDNfURTCwsLIkCFDKpTu2+Pm5sbkyZM5dOiQflqHDh04f/48ZmZmqVgyIRJHAkRCCJFKXrx4QZ8+fThw4AAA5cqVw8LCgpMnT+Lp6YmnpycqlYr169dTuHDhT95u3rx5OXnyJK1bt+bw4cP8/fffEiASqSYoKIiFCxcyf/58AgMDAd2oXQUKFNA/HB0dKViwII6OjgQGBlKqVCkuXLjAwoULGTJkiH5b8+bNY+nSpQAcOHCAAwcOoFarKVeuHJkzZwZ0Fz2hoaG4uroSFhYWqyyWlpZUqVIFBwcHFi5cyJYtW/D19WXbtm369QMCAti5cyebN2/mzJkz+nXNzc3ZtGkTDRo0SMmP66NiWhDdvXs3VcshxLdCo9Hw7Nkz8uTJk9pFSRZBQUEMHTpUP2jFkCFDqF69Ou3ataNUqVJcunSJkydPcvr0afz9/dm8eXOqBr2/doqiMHToUJYsWQKAoaEhnTt3Zv/+/dy6dYvhw4fr56WkyMhILl68yIsXL/D19eXFixeYmprSr1+/T7rBKL5OZ8+epXTp0skahPwmA0QajYb9+/fj6OiYqIsqIYRIaZGRkZw9e5b9+/ezadMmXr9+jbGxMVOmTGHIkCEYGBgQHBzM0aNHOX78OJUqVaJhw4aJ3o+pqSktWrTg8OHDXL16NQWORIgPe/jwIStWrGDNmjW8fv0agKJFizJ58mSaNGmSYM6eLFmyMGfOHPr27cukSZOoX78+Tk5O7N27l3HjxgEwfvx4DA0N2b17N9euXePChQvxbsvGxoYqVapQtWpVqlSpQtGiRVGrdb3ra9WqRdu2bTlx4gQ1a9Zk6NCh7Nq1i0OHDhEVFaXfRtWqVWnfvj0tWrTA0tIyOT+iJJEuZkIkH19fX1q3bs2FCxdo2bIl8+fPJ1u2bKldrCQ7e/Ys3bp1w9vbG5VKRbFixbh27Rr//PMP//zzT7zrDBgwgKpVq6Z4ECE6Opo1a9bw77//Mn36dLJmzZqi+/tS/vrrL5YsWYJKpaJdu3ZMnDgRR0dHjh8/ToMGDVi5ciXVqlWjbdu2KVaG8PBwqlatiru7e5x5a9euZePGjZQvXz7W9JCQEC5dukSRIkW+6v/59K5FixacOXMGJyenZNumSlEUJdm2lgoURSEoKAhjY2Pu3buHv78/w4cPx93dHTMzM3bs2EGdOnVSu5hCpEkajQYPDw+cnJxSbFhmAf7+/hw6dIj9+/dz5MiRWKMPlShRgtWrV1O0aNFk3++1a9coW7YsmTNnxtfXV39hLD5fatcdNzc3li9fzqNHj/jjjz/InTv3Fy9DfKKjo9m/fz8rVqyIlf+qYMGCTJo0iVatWn3S/6GiKDRq1IijR49Srlw5FixYQM2aNQkJCaFXr14sXLhQH2Dy8vLi/PnzaDQaAFQqFQYGBhQvXpxChQp9cH9Xr16ladOmvHz5MtZ0FxcX2rdvT9u2bdPMZxvDz8+PnDlzolKpCAgI+Oq6h6R23REixu3bt2nWrBne3t76aZaWlsyZM4fOnTt/kcTzieHr68u5c+ewsrIiKCiIwMBA/XNgYCDPnj1j27ZtKIpC3rx5WbNmDZUqVcLLy4tt27axefNmvLy8KFeunD5oPnDgQO7evcuPP/7IihUrUqzsJ0+eZNiwYdy8eROAJk2asGPHjhTbX2KcO3eOjRs3MmzYMAoUKJCodYOCgihWrBjPnz9n3Lhx/PTTT7HmT548mVmzZpEpUyYuXbqEo6NjrPmKouDu7s7+/fs5d+4c7dq1S9L/3rhx45g7dy6ZMmWiePHiZM2alWzZsnH06FE8PT0xNDRk2rRpDB06lBcvXrB06VJWrFjB69evUavV1KhRg7Zt29KsWbM4A6F87RL6zYnpYpk5c+Y0V9fjU61atXin37hxg4IFC2JiYgLAqVOnPntf30yAyN/fnwEDBnDw4EFAl7BVq9VibGzMxo0bpemkEPGQE/WU4+Hhwb59+9i/fz/nz5+PlQw3a9as1K9fn4YNG9KwYUOMjIxSpAxRUVFYWVkRERHBzZs3KViwYIrsJz1KjboTEBDA33//zR9//MGVK1f00+vWrcvevXtT9QTn2bNnrF69mtWrV/Ps2bNYZevVqxcNGjRIMMF6Qp48eULJkiUJCgrC1NSU8PBwatasyd69e5O1znh5edG6dWuCg4Np1aoV7du3T5GAbXLKkSMHr1694tKlS5QsWTK1i5Mo6fV3Z+vWrSiKQps2bSRYn4Lc3d1ZvHgx2bJlY+rUqQl+1seOHaNdu3YEBQXh4ODArFmzmDVrFm5uboCuheHq1av1owZ+CYqiJPg9vmTJEkaMGEF0dPRHt9O5c2fmzZun7zb7IRcuXKB69eooisKhQ4eoWbNmosudkICAAG7dusWCBQvYvXs3oAvABQcHEx0dzdatW2nevHmy7S+xQkNDmTRpEgsXLkRRFOrXr8+ePXsStY1hw4axaNEiHB0duXr1KqamprHmR0dHU7duXc6ePYuLiwvt2rUjMjKSyMhI/Pz8OHz4ME+ePIm1TocOHVi0aBEZM2b8pDJcuXKFypUro9Vq2bFjB02aNNHPCwoKom/fvmzfvh3Q3fy4e/euvpWstbU1/v7++uWNjY2ZM2cO/fr1S9TnkJZ9KwEiW1tbqlWrRtmyZfXTFEXhl19+oWvXrtja2gIwevToz97XNxMgcnJy4uXLl6hUKrp168aECRMYPnw4u3btwsDAgJUrV/LDDz+kdnGFSFPS64n653rz5g0zZszA09MTJycnChUqhLOzM+Hh4ezfv599+/bh6ekZa52iRYvSsGFDGjVqRNmyZb/YBULlypW5fPky69evp127dl9kn+lBStcdjUbD1q1bOXXqFPfu3ePevXv4+fnp5xsbG9OkSRP27t1LREQEq1evpmPHjslejo+5evUqs2bNYt++ffoWPDY2NnTp0oUePXqQP3/+z9r+mjVr6N27NwAFChTg7NmzaaKbV2qrVasWZ86cYe3atXTo0CG1i5Mo6fF3Z9q0aUybNg3Q/e2WL1+e5lqmfS0iIyPZt28farUaZ2dnHBwcMDIy4tKlS8yaNUuf0w9g0KBB/PLLL3Eu/pYvX87gwYPRaDRUrlyZbdu2YWNjQ3R0NPPnz2fq1KmEh4dToUIFjh8/nujg9vs0Gg09evTgn3/+oUiRIpQoUYISJUpgZ2eHu7s7//77L1euXOHFixd06dKFyZMnY2FhAYBWq2X06NH8/vvvgC7AYmNjg4WFBVmyZCFz5syxXpcvX55atWolqnyDBw9m6dKlODg44Orq+lmtEjds2KBP6v/ixQv9dAMDA3r37s3EiRNZsGABs2bNws7OjuvXrydrixWtVsuYMWNwd3enY8eOtG7dOt7cLBcuXKB79+6xztUMDQ15/PhxvIMexOfq1atUrFgRrVbLwYMHE/zcnz59StmyZWMFYt6VIUMGatWqRd68eVmyZAkajQYnJyc2b9780ZsVERERfPfdd9y5c4e2bdvq8069S1EUVq5cybBhw4iIiAB054aDBw+mUaNGPHr0SN/C7M6dOzg4OHxTXZi/lQDRxYsX6devH61bt2b06NH66whbW1vOnDmDs7Nzsu3rmwkQ5c6dm3z58rF06VJ9ZC06OprevXuzYcMGVCoVixcvpkePHqlcYiHSjvR4ov65/vnnH3r06BHnjs/7jIyMqF69Og0bNqRBgwbkzZv3yxTwPYMGDWLZsmUMGTKEOXPmpEoZvkUpWXdOnz7N8OHDuXbtWpx5jo6OdO3alR9//JGsWbPy888/M3HiRKysrLh+/foXy+nw9u1bpkyZwsKFC/Wt4ypXrkyvXr1o3ry5vqnz51IUhf79+3Px4kW2bt2a6Ob/36oBAwawfPlyRo8erQ88fC3S2+/OjBkzmDJlCqAL7EZGRpI5c2bmzZtHp06dvooLk7TCx8eH9u3bc/78ef00Q0NDcubMyaNHjwBdD4JatWpx9OhRAGbNmsXw4cMB3f/e6NGjWbBgAQAdO3Zk6dKlcb6v7ty5Q5UqVQgKCkqWOjZ69Gh+++23T17ezs6O2bNn06xZM7p06aJvfTN16lQaN26Ms7NzstadoKAgSpQowdOnTxk+fDizZs1K0nb++ecf6tWrF2ta7ty5KVOmDBMnTtQHO8LDwylTpgz37t2jR48eyZrAecyYMcybN0//3tLSkh9//JEGDRpw//593N3dcXd358qVKyiKQo4cOVi2bBmTJk3C3d2dRYsW0atXr4/uJzo6mkqVKuHm5ka7du1Yv379B5e/ePEiK1asQK1WY2xsjLGxMWZmZlSuXJkaNWrog1hnz56lY8eOPH/+HDMzM1atWkWrVq0S3O6kSZOYPXs2WbNmxd3d/YPBrevXr7N9+3aaNm1KmTJl4sx/8+YN2bJlQ1EUHj169EVbz6WkbyVABBAYGMiwYcN4/Pgxy5cvJ1++fBIgik9MgMjV1RUrK6s4X5parZahQ4eydOlSDAwMuH37Nvny5UvFEguRdqS3E/XPERYWxoQJE1i4cCGgu1Dv3bs33t7e3L17lzt37qDVaqlTpw4NGzakTp06ZMqUKZVLDevWraNnz55UrVqVY8eOpXZxvhmJrTtXr15l9uzZuLi40LZt23i7+92/f58JEybw119/AWBhYUHPnj1xcXHBycmJAgUKxPmfioqKomLFily7do02bdqwcePG5DnADzh06BADBw7UX5C1bt2acePGUaRIkRTft9BZvHgxQ4cOTVN5PD5VevrdmT17NpMmTQJ0gYpGjRrRo0cPLl26BECjRo1YsmQJdnZ2qVnMr8KFCxdo164dPj4+ZM6cGUdHRzw8PAgJCQF0gaKOHTsycuRIChQowLx58xgzZgwAq1evpmnTpnTq1Enfwmjq1KmMHj06wQvDHTt20KFDB1QqFQcOHEh0q5wYq1evpk+fPgDMnTsXU1NTfZDC19cXFxcXypYtS9myZYmMjGTkyJH6Vi2WlpYEBARgbGzMihUraNOmTYrVnX379tGiRQsMDAwYMmQIBQsWJG/evOTLl49cuXJ9tBVVaGgopUqV4uHDh7Rt25ZBgwbh5OSUYDe3M2fO6D/TY8eOUbVq1c8+hgULFjBixAgAunfvzvHjx2Pll3pf586dmTt3LlmyZNH/v1SuXJkTJ058dF8LFy5k+PDhZMmShRs3biRrkmdfX1+6du3K0aNHMTU15fLly/Fe/Lu5uVGxYkU0Gg2bN2+mZcuWn73vMmXKcP36df78888PBqa+Jt9SgCjGpk2bmDZtGmPGjGHUqFGcPn1aAkTvej9JdXxfmoqi0KBBA44fP06vXr1YtGhRKpVWiLQlPZ2of46rV6/SpUsX/bDSvXr14ueff8bc3DyVS/ZxN27coHTp0mTMmJFXr15J7otk8ql1R1EUli5dyqhRo4iMjNRPL1WqFK1btyYyMpIrV67g6urK8+fPAd0d8J49ezJp0iR9n/IPebeZ+65du2jUqFGSjysoKAi1Wh1v7oOXL18yfPhwtm3bBoC9vT0LFy7k+++/T/L+RNKcOHGC77//ngIFCnDr1q3ULk6ipIffHUVRmDNnDhMnTgRg+vTpjBo1CtC1PJg3bx5TpkwhKioKa2trFi5c+M1cjH2uqKgoXF1dURQFY2NjDA0NOXv2LKNGjSIqKorChQuzfft2ChQogFar5enTpzx48IACBQqQK1euWNsaNWoU8+fPx9DQkPz583Pv3j1MTU1ZtWoVrVu3/mhZ+vXrx8qVK8mWLRtXrlzRBwEUReHBgwfkzJnzg0NLnzx5kgYNGhAdHc3EiRP1/w8fEhERwW+//casWbMICwvD0tKSHTt2UKVKlRSvOx06dIg34GxoaIi9vb0+YNSuXbs4AZ2Ylju5cuXC3d39k/IfxXy+BQoUwNXVNU7+nsTYtm2bvpv1jBkzGDlyJBqNhiNHjvDHH39w48YNnJ2dKV68OCVLlqR06dKxukA/ffoUBwcHFEXB09OTPHnyJLivo0eP0rp1a0JDQ1m8eDE9e/ZMcrkTotVqadSoEceOHaNMmTKcPn06VpDuzZs31KhRg1u3btGyZUs2b96cLPuN6W44YMCAWC2xvmbfYoAI4MGDB/Tq1Qs3NzfOnz8vAaJ3fUqACHRN9mvXrq1fLkeOHKlQWiHSljVr1jB37lxat27NoEGDUnyI0y9FURS0Wm2CJ1DXr19nzZo1NGnShOrVqyf4wxAdHc3PP//MjBkziI6Oxs7OjuXLl39VF8TR0dFYW1sTFhbG9evXk/UH5Gt1+fJlRo4cSbNmzRgyZEiSTgw+5UQ9MDCQ3r17s2vXLgC+//57FEXh2LFj+nw971Kr1dSuXZtZs2bh4uKSqPLEnJznzJkTNze3JOV0uHbtGvXq1SM8PJwuXbowcOBA/QnzunXrGD16NAEBAajVagYNGsSkSZM+OYmmSF4+Pj7Y29ujVqsJDAxMti59X8K3HiDy9PRk0KBB+habU6dO1bdkedf169fp3r27vitpmzZtWLBgwTfzO5xU3bp1S7AlZMuWLVmxYsUnf+9otVq6du2qv3jOmjUru3bt4rvvvvuk9cPCwqhYsSK3bt2idu3ajB49mr1797J37168vLxwcHBg8+bNlChRIs669+7do0qVKgQEBNC2bVvWr1+fqN8ab29vtmzZQsuWLfVda1O67oSHh7NmzRru3LmDl5cXDx8+5NGjR7FuboBupMipU6cyatQoVCpVrCTJu3fvpkGDBp+0vzdv3lC8eHF8fHwoW7YsS5cupVixYoku98mTJ2nUqBGRkZH079+fefPmJel3vXbt2pw+fZqZM2fqWyK9b926dfTt21effPrvv/9OsRtvT58+pVSpUrx584bJkyczfvx4AIKDg2nYsCEXL14ka9asXL16Ndm6l8cE2kqUKMHly5eTZZup7VsNEIHuOy44ODjZjyHdBIgURaFGjRqcP39ecnEIAfzyyy/6HxuAjBkz0rt3b4YMGZKsTWXf5+3tze7du4mIiECj0aDVajE3N6dTp06fnBjwQxRFoW3bthw/fpxp06bRp0+fWD/e27dvp0ePHoSFhQFQvnx5xowZQ/369WN9ud67d49u3brpfyBbtmzJokWLsLa2/uwyfmlVq1bl4sWLSUpoGzOiS4kSJb7aH9B3nT17liZNmvD27VtAdwdz3rx5cU7wXr16hbGxcbx3QV+/fs3w4cO5evUqK1asiPdiw83Njfbt2/Pw4UOMjIyYPXs2AwYMQKVS4efnx86dOzlw4ACZM2emTJkylClThhIlSiQ54BIaGkqZMmXw9PTE2dmZLVu2ULhwYf18RVHYsmULv/zyC3Xr1mXatGmxRgK7f/8+NWvWjDXcu1qtpmnTprx+/Vo/bGqJEiVYtmwZpUqVSlI5RfJQFIVs2bLx5s0bXF1dEx1QTE3faoAoIiKCuXPnMnv2bCIiIjAxMWH69OkMHjw4wXUiIyOZOXMmP//8MxqNhkyZMuHg4ECOHDmws7Mje/bs+keOHDnIkyfPJ7Uq/FodOHCAZs2aoVaryZs3L1FRUURGRmJoaMjAgQMZOnRoon+HIiMj6devH8+ePWPZsmXY29snav3bt29ToUIF/TnD+0xNTVmwYAFdunQBdEGl1atX8/PPP/PixQvKlSun7yr0uVKj7mi1Wp4/f46XlxdeXl4cO3aMLVu2ANCiRQuWLl1K7dq1uXHjRoJJkj/k3dHkDAwMGDp0KBMmTPikRNmvX79m9uzZLF68mKioKFq0aMGmTZuS/NmsXLmSfv36UaxYsVgjhYLuO3fatGlMnz4dgPbt27N8+fIUD85v3ryZH3/8Ud+SztnZmSZNmnD69GksLS05cuQIxYsXT7b9PXv2jHz58qFWq/H19f2klmBp3bccIEop6SZABLq8CU2aNCFDhgx4enomy8WoEEn15s0brly5QrVq1VJsmPP4KIrC2LFj9U1HmzZtysOHD7lx4wagO9lZunRpso/6p9FoWLRoEZMnTyY0NDTO/MKFC3Py5MnPHs1ixYoV9O/fX/++Zs2aLF++nFy5cvHTTz8xe/ZsAIoVK4aHh4d+RIeiRYtia2uLj48PL1684M2bN4AuD8zvv/9O+/btv9ofkCFDhrBkyRIGDRrE3LlzP2kdjUbDlClT9J9Xnjx5aNKkCc2aNaNMmTJER0frh2rNkiXLZ4168qWcOHGCFi1aEBoaSqFChbh79y6KotCqVSvWrFmDiYkJjx8/Zs6cOaxZswZTU1MGDx7MkCFD9CdJx44do0ePHvruYKampqxYsYK2bdsCuvr1xx9/MGLECCIjI7G3t+fPP/+MNSxpSnFzc6N58+Y8f/6cDBkysGTJEjp06IC3tzcDBw7k8OHD+mUrVqzIpk2byJkzJ8+ePaN69eo8evSI4sWL89NPP7Fs2bJYy5uZmTF58mQGDRr02SP6iOQRE/jduHEjbdq0Se3ifLJvMUB08uRJBgwYwL179wBdS4QFCxbg6Oj4SetfuXKFrl274uHh8cHlDAwMmD9/vn5kv29JcHAwJUqU4MmTJ2nuRu769evp2bMnlpaWNGzYkMaNG1O6dGkGDhyoz2nUuXNnChUqxPz58/WBdkdHR/75559ku+mWVurOypUrGTx4MFFRUWTJkoU3b95gbW3N9evXkxTAfP78OcOGDdO3ts2XLx8DBw6kYcOG8eaNjYyMZOnSpcycOZOAgAAAGjduzKZNmz4rEOfv70+ePHmIiorCzc1Nn1cvJsgYk4h6zJgxTJky5YucEyqKQocOHdi5cyfOzs7kzp2bo0ePkjlzZg4dOhRvsunP5eTkhJeXF/v27aNu3brJvv0vLb0EiG7cuEH16tUTHC0vMdJVgEhRFMqXL4+bmxtjx47VjyohxOdSFIWNGzdiampKq1atPvpF4+bmRps2bXj06BFlypRh9erVydr1R1EUTp48yZw5c/Dw8KBYsWKUK1eO7777jm3btrFmzRpAlzSzfv36FCxYkMOHDzNz5kz+/fdfjI2NOXXqFKVLl06W8ly/fp0+ffro78iUK1eOQoUKYWBggFqtZt++ffj4+FC1alX279+f5Dsyjx8/pmTJkgQHB9O0aVOOHDmi//IvXrw4Z86cAWDYsGHMmDEDPz8/5s+fzx9//KFPdPmuunXrsnTp0q9+OOL169fTo0ePT06+6O/vz48//siRI0cAXRAkPDw8weUzZszIsmXLPnqR+vz5c/78809OnTrFyJEjkyUp5ac6dOgQrVu3JiIignr16rFt2zb+/vtvunXrRlRUFDVr1sTBwYG1a9cSFRUVa10rKyuGDx/O8+fPWbx4MQAFCxbE2tqaCxcuALpRaoYPH07fvn3ZuXMnoEtAu3Llyi/aZcTX15cff/yR48ePA9CgQQNOnjxJaGgoxsbGdO3alS1bthAYGEjWrFlZsGABU6ZM4c6dO3EuZm7evMnixYt5+/YtU6dOlQEe0pi+ffuyatUqypYty4EDB/TDYqd1aeUiNzn4+voyevRoNm3aBEC2bNmYO3cubdq0SfQFR3R0NDdv3sTHxwcfHx+eP3/OixcveP78uf69j48PZmZmXLt2LdVGxkwpMblP8ufPj6ura5rL8efr64uVlVWsALlWq2Xu3LlMmjRJP5oj6PKzjRw5ks6dOydLy6EYaanuXLhwgbZt2+qHsk9KC+X37du3j8GDB8caJbZQoULUr18fQ0NDHj16xKNHj7h//77+IrhIkSL8/PPPyRbIaN68Ofv372fMmDFMnTqVoKAgfat0AwMDFi5c+MVHxH716hWlSpXSf9YZMmTgwIEDVKxYMUX217VrVzZt2vTNXCunpwBRtWrVeP369WdvK10FiAB27dpFu3btsLCwwNPT86s5oRJp19u3b+nRo4f+zkeLFi1YtmxZgi1hNmzYQP/+/WNdcJuamjJz5kz69ev3WX2ZFUXhyJEjzJw5U3/hGh+1Ws2yZcvo1KlTrC9NRVFo3bo1f//9N/b29ly8ePGzulSFh4czc+ZM5s6dS3R0NBYWFsyePZuuXbvGOs5r165Rs2ZNgoODad26NRs2bEj056AoCo0aNeLo0aNUrFiREydO4OnpSffu3fUjxpiYmLB06VJ9IsMY/v7+/P333xgbG8dq2v+5rZnSilu3blGyZEnMzc159erVB78j3dzcaNu2Ld7e3piZmbFs2TKaNWvG0aNH2bNnD/v27dPfsQPd/1LMifGYMWP46aefYv3twsLC2LNnDxs3buTYsWP6ZR0dHblx40aKn+R6enqycuVKFi5cSFRUFI0bN+bPP//UByGPHz9O69at9V3OAGrUqMH48ePx8/NjypQp+uTkMfr27cv06dPx9vZm06ZN+tZ4GTJkIDQ0FENDQ2bOnMngwYNT5aRDo9Ewffp0Zs6cScxPfOXKlVmyZAnOzs54enrStm1bfatBgJw5c3Ly5MlEd78Qqef27dvUqFGDgIAAypQpw/79+7G0tEztYn1UWrrITSpFUVi9ejXjxo0jICAAlUpF7969mTp1aor9biiKQp06dTh9+jSNGjXSn3MkVXBwMBs2bODNmzeMGjUqVVsGnjt3jho1agC6YH7NmjVTrSxJcerUKbp27UqGDBkYNWoU7du3T5GW4Wmt7jx//pyRI0eSO3duZs2alSy/d8HBwaxatYp9+/Zx7ty5ePP1AdjZ2TFlyhQ6d+6crJ/F1q1b6dSpE/nz5+fYsWM0bdqUGzduYG5uzp9//kn9+vWTbV+JEdP90sTEhL///ltfX1LCqlWr6Nu3L9WqVePo0aMptp8v5VsJEHXq1OmD84OCgjh79qy0IILEB4i0Wi0lSpTg7t27TJs2jdGjR3/B0oqv1cuXLzl8+DA5c+akSpUqGBsbA7oM8q1ateLWrVv6k4GoqCjy5s3Lpk2bYnUriYyMZNSoUSxZsgTQ3dmfMWMGo0aN0n8B16hRg7Vr15I9e/ZElU9RFPbt28fMmTNxdXUFdMGQ7t2706xZM65fv87ly5e5fPky/v7+rFy5kubNm8f7pRkYGEiFChXw9PSkXr167NmzJ8FgzYMHD9i8eTNarZbWrVtTqFAh/byzZ8/Sp08ffZP7pk2b8vvvvyeYIP748eM0btyY6OjoJDUvX7NmDb1798bU1JQrV67ohxHXaDTMnz+f48ePM2XKlC/S1Set0Wg0WFtbExoairu7e6zcNO96N3iZP39+tm3bFidhpEajISQkBBMTE4yMjFAUhfHjx+uDJI0bN2bt2rXcuHGD9evXs2PHDoKCgvTrV6pUidu3bxMQEMCGDRv0XbOSU3R0NPv27WP58uX6RLEArVq1Yt26dXFO3F1dXfnxxx+xt7dn3LhxVKpUKdbxbt68mRkzZhAREcHSpUupV69erLqzZcsW+vTpQ0REBHny5GHTpk2UK1cu2Y8rsY4cOcLvv/9OixYt4gRlQ0NDGTRoEOvXr8fa2poTJ07Eqr/i6+Du7k79+vXx9/enZMmSHDx4MM0nOU5rF7nxGTt2LBs2bGDbtm3x3qX/6aefmDlzJgDFixdn8eLFn5z4+HPcvn1b38V3586dNG7cONHb8PLyYsmSJaxZs0b/3bxkyZIv3ioiRnh4OGXKlOHevXt06dKF5cuXp0o5PpdWq03xUUK/hrqTnF6/fs2RI0c4ceIEpqam5M2bF3t7e/Lly0fhwoWTtXVWjJCQEHLlykVISAiWlpYEBARgZ2fHnj17KFmyZLLvLzEuXryIlZWV/vw2pdy5c4fixYtjamqqz8f4NftWAkS2trZUr149wYTkAQEBHD58WAJEkPgAEcDGjRvp1q0btra2eHp6fnCISpF+aTQajh07xurVq9m7dy/R0dEAZMqUiVq1alGmTBnmzp3LmzdvsLOzY+vWrRgaGtKxY0e8vLwwNDTkhx9+wM/PjwcPHuDl5aUfCWLChAlMmDABtVqtz1kyevRowsLCKFy4MCdOnPikk/yYYa1nzZqlbw2QIUMGevXqxdChQz8aaEroS/PatWtUqVKF8PBwJk2axIQJE/TzIiIi2L17N2vWrInTXalkyZJ06NCB+/fv60/y7Ozs+P3332nevPlHj2fTpk107doVgLlz5zJo0KCPrgO6kR5KlChBUFAQs2fPZtiwYZ+0XnpSvXp1zp8/z+rVq+O0oIqMjGTEiBEsW7YMgPr167N27dpEtUbYuHEjffv2JSIiIk6XNHt7ezp27EjHjh1xcHBg5syZ/PTTTxQpUgRXV9dkO6l+9uwZq1atYvXq1focQSqVinr16tGzZ08aNmyY5H0pioKiKPr13687bm5uHD16lB49eqT5C/QYiqJw4cIF7O3tyZkzZ2oXRyTRjRs3+P777/Hz86NYsWIcOnQoTedYTOsXuUeOHKFRo0aA7vfr0qVLsX5Ljx07RsOGDfVJa4cPH/5FW9+MGzeOuXPnYm9vj7u7+yd1xVIUhbNnz7JgwQL27t2rb8lpbW2Nv78/efPmjXWj60uaOHEiP//8M3Z2dly7du2raAWXWtJ63flWdO7cWZ+I29nZmb1796ar1rWKopAjRw78/f05c+ZMmrjh9Tm+lQBRpUqV6NOnT4ItiSQH0TuSEiCKjo7GwcEBHx+fr7Ipq0h5x44do2/fvjx69Eg/rXjx4rx48SLWKD+gy6ezdetWfcuYN2/e0KdPn3ibf9vY2LB8+XL9yee7PDw8qFu3Lj4+PlSoUIGDBw/GSvx77Ngxhg8fjo+PD6C78I2OjiY4OBjQ5YHp27cvQ4YM+eQkgR862YjJW6NSqWjRogW+vr48ffqUZ8+e6QNdKpWKOnXqYGhoyJEjR/RBtBjdunVj1qxZiTrhixldTaVSsWnTJlq1ahXvcpGRkVy5coXTp0+zdetWbt26Rbly5Th58qScOMVj2LBhLFq0iAEDBuhb+4CuiXi7du24ePEioDtZHz9+fJICKZcvX6ZVq1a8ePECc3NzWrZsSadOnahSpUqs7b158wZHR0eCgoLYvn07TZs2/axjc3d3Z/r06ezfv1/fHN3W1pYuXbrQvXt38ufP/1nbj4+cqIu05NatW9SrVw9fX186dOjA2rVrU7tICUrtuqPVatm2bRtarTbO4AMBAQGUKlWKZ8+eYWxsTGRkJJUrV+bw4cMYGRnh4+NDmTJl8PPzo0ePHvoWwV9SSEgIJUqU4NGjR4wcOZIZM2bg4+PDli1b2L17N2ZmZpQqVYrSpUtTokQJLly4wIIFC3B3d9dvo27dugwcOJDKlStTsGBB/Pz8WLVq1Ue7MCS3a9euUaFCBaKjo9m6desn3UhKz1K77qQXZ8+epVatWlSrVo2tW7emy6Bly5Yt2bt3L7NmzWL48OH66WFhYRgYGHxVrYq+lQBR//79MTMzS3CwGQ8PD9q0acO1a9c+e1/pMkAEun58W7duZeLEiUycOPELlFR8LVavXk3//v3RaDRYWlryww8/0LVrV1xcXNBqtbi5ubF//36OHz9O6dKlmTVrVpykyoqisG3bNtzc3MifPz8ODg44ODiQO3fuD/5/3rhxg1q1avHmzRsaNGjA9u3b0Wq1TJw4kfnz58e7joWFBQMGDGDgwIGJbrnwsZONfv36sXLlyjjTc+XKxY8//kiXLl30d1VevXrFzp072bJlC4qi8NNPP1G9evVElQd0n92QIUNYunQpxsbGHDx4kCpVqujnP3z4kDFjxnD48OFYw86am5tz/vx56SaTgJiWkxUrVuTkyZMAnDlzhg4dOvDy5UssLCxYu3YtDRs2/Kz9+Pr6cvnyZapXr/7BIdsnTZrE7NmzKVWqFBcuXND/OCuKwtGjR8mXLx8FChT46P5OnDhBy5Yt9UnGq1SpQs+ePWnevHmKDj8rJ+oirblw4QLVqlXTj8aXEhc1oaGh3Lt3jyJFiiS5tUlq1p0rV64waNAg/YAJ3bt3Z+HChfoWQF26dOHPP/+kQIEC/Pnnn/rceIMHD2b27Nl8//33nDp1ChcXF86ePZtqLdD37t1Ly5YtMTQ0pHr16pw4cSJWkuT4mJmZ0bFjR/r37x+rm3HMTZmCBQty7dq1L/Y3iY6OpnLlyly9epXmzZuzdevWL7Lfr5n87nw5r1+/xtLS8qsIHKSEefPmMWbMmFj5zjw9Palduzbm5ua4ubl9NUGi5AoQzZ49m59//jnWtAIFCnD58mVA1112woQJ7Nq1i8jISGrWrMncuXMT7BKWWBEREWg0mi8yanC6DRD98ccfDBw4kJo1a3Lo0KEvUFKR1mm1WiZNmqTPfdOhQweWLl36xU8Az507R/369QkPD6dFixY8ePBAHw3u3bs3/fr1Q6VS6bu82NvbJ3m0j4+dbERERLB48WK0Wi25cuUid+7c+ueU7Guv0Who164de/bsIUuWLPzzzz84OTnpR1yKCQzZ2tpSpUoVqlatSsOGDdNVE+DEiulTniFDBl69esXSpUsZNWoUGo2GokWLsm3btk8ekjk5vHr1CkdHR0JDQ9m7dy/16tUjKCiIXr16sWvXLiwtLbl58+YHW8Pt27eP9u3bExERQc2aNfn111/1w9KmNDlRF2mNoiiUKlWKW7dusXDhwniHQtdoNKhUqkR/fz979owlS5awatUqXr9+ja2tLe3bt6dTp04UL148UdtKjbrj7+/PxIkTWbVqFYqikDFjRkJDQ9FqtdSrV48///yTY8eO0bZtW9RqNadOnaJcuXLs2bOH1q1bA1CnTh2OHj2Kubk5Fy9exMnJ6YuUPSEtWrRg3759+vcVK1akQ4cOGBoacuXKFVxdXblx4wbZsmWjT58+9OjRI95BJ4KCgihQoAABAQFs2rRJf7wp7ddff2Xs2LFkyZKF69evY2dn90X2+zWT3x3xpVy+fJnKlStjZWXF8+fPef36NVWrVsXT0xPQ9TJo165dnPUOHjzIixcv6NixY6p0WY1PcgaI9uzZw+7du/XTDA0N9d+rw4YN48iRIyxZsoTMmTMzatQoVCoVhw8fTvZj+hS//fYb3bp1S9KAXN9MgEitVuPh4UH+/Pk/6UszZvSPDBkycO/evTTzTyy+DI1Gg7e3N2FhYURGRhIZGcmaNWv0lX748OGMHDky1e4cHD58mC5duujvCFpZWfHbb7/x/fffJ+t+NBoNDx8+/OR68yWFhYXRqlUrrly5Qo4cObC2ttbnWapUqRJTpkyhaNGi6fbuTmJpNBp9QKZKlSqcOXMG0F1k/Prrr1/kjsT7Jk+ezLJly/T5vLp168bDhw/189u2bcuCBQviXXfXrl30798frVZL/fr1+eOPP1K0xdD70nLdEenXsmXLmDx5MiVKlIhzUvr8+XPq1atH3rx52bFjxyfVFy8vL+bMmcOePXv03TcNDQ1jdScuWrQoP/30U6yWnh+S3HVHo9Fw8OBBihQpQr58+eLM27hxI7NmzdKPvtiqVSsmTpyIu7s7vXv3Jjw8nKJFi+Lj44O/vz+DBg1i/Pjx+m3MmDEj1vfQ4sWLE+z6/CX5+PgwZcoU8uXLR5s2beIcO+gGzTA0NPzo7+TcuXP55Zdf9DkQU/p31cvLi2rVqhEREcFvv/322cOjpxfyuyO+lMjISAoUKEB4eDhHjhxh3LhxXLlyRX+DOmbkzHdpNBp9EGnKlCkMHjw4lUofm0ajwdPTE0dHxzgBondTZsQwMTGJ9/dx9uzZ7N+/X3/+/K7AwEAKFCjAihUr9GkT7t27R7ly5Thy5EiqDJCTJ08eTp8+Td68eRO97jcTIHrw4AF79+5N7eIIIYQQQgghhBDpUvXq1cmSJUtqF+ODVCoV9vb2FC1alLdv3+qnjx49mjFjxsRZfvbs2SxcuJDMmTNjYmJC2bJlmTRpErlz5+b06dM0bdoUb2/vWC12XFxc6Nu3L/369fsix/Su3Llzc+bMmSQFiL7csAsprECBAjRs2DBRUfWOHTty9OhRpkyZQp8+fVK4hCKtOHnypH5o7axZs2JsbIyxsTFWVlaMGTPmk++Cfgnh4eEpMoxnjK/hbtSTJ0/o06cP+fPnZ+LEicnWlzc9mjp1KosXL8bW1pYVK1ZQoUKF1C4SY8aMYc2aNYDuhGLJkiVYW1szfPhwNm7ciLOzM8eOHdO38ly6dCk//fQTAD/++COzZ89O8aGF4/M11B2RPnXp0oWDBw/Su3dvpk6dCsDdu3epXr06794T3LZtG9WqVYt3G2FhYTRp0oTr169TsGBBFi9eTLFixeIsFxAQwOTJk/X5Y1q3bs0vv/zywa7ZyVl3rly5QqNGjXj/Xme+fPnw8vICdCOPjh49mq5du8Y72tijR4/o2LEjL1684K+//qJo0aJxlomMjMTV1ZVy5cqlyvfNlzB9+nQWLlxIyZIlOXjwYIq1ItqwYQMjRozAzMyMU6dOSdfwRJDfHfEl/fzzz/pBTQwNDdm6dSuVK1emd+/e7N69mw4dOvDbb78B/88p5uXlxbhx4/juu+/STAv/j7UgunnzZpwWRPEpXbo0ixcvxtHRkZcvX/Lzzz/ToEEDzp8/z8uXLzE2No7TnStr1qxxBjf6GnwzLYgSm4MI/p+Yr1mzZmzbti2FSyrSgqioKEqVKoWHhweDBg1KMBN8eiH92dOX169fs2XLFpo3bx5r2ObU9PLlS/r37893333H8OHD9f+H/v7+uLi48OrVK2bPns3QoUOZPn0606ZNA3TdQGfOnJlqJyBSd0RatW/fPlq0aIGtrS3e3t4YGRnRrFkzDhw4QNOmTcmWLRvLly8ne/bsuLq6YmNjE2t9rVZLhw4d2LVrFzY2Npw7dy7e7ksxFEVh8eLFjBw5Eo1GQ+nSpdm+fTu5cuWKd/nkqjvh4eGULVsWDw8POnTowJgxY1i4cCEbN27U56nr2LEjM2fO/Gh+G61WS2ho6AcT63/rfH19KVCgAGFhYVSsWJHWrVvTokWLZP2teP78OcWLFycwMJA5c+YwZMiQZNt2eiC/O+JLOnbsGA0aNABg7dq1+q6g586do0aNGpiZmeHl5YWVlRXr1q2jZ8+e2Nra4uHhkaa+S1NqFLPAwEBcXFyYMWMGpqamDBgwIE4wqFatWlSuXJkpU6Z89nEk1ue0IPo2b4N8okqVKgG6f/SvPE72VVMURT8CUXz+/PNPHBwcaNSoEStXrvysSOySJUvw8PDA1taWCRMmJHk7QnyNrKys6NevX5oJDgFky5aNHTt2MGrUqFg/3NbW1syaNQuAadOm0bdvX31waMqUKakaHBIiLfv++++xs7PDz8+PAwcOcObMGQ4cOICBgQHTp09nzpw5ODs74+PjQ69eveKc/0ydOpVdu3ZhZGTE9u3bPxgcAl0z/QEDBnDgwAGsra1xdXWlfv36BAcHp+RhMm3aNDw8PMiWLRvz5s3D2dmZxYsX8/DhQxYsWMCZM2dYvXr1JyU/VqvVaeqCJjVkzZpVfxFz/vx5hg4dSt68ealXrx5Pnz797O0risLAgQMJDAykbNmyDBw48LO3KYRIOTVr1mT48OGsXr06Vp6wihUrUqxYMcLCwli3bh2RkZHMmDEDgBEjRqSb71ILCwscHR15+PAh2bJlIzIyksDAwFjL+Pr6ki1btlQqYdKl6wBR6dKlMTExwc/Pj/v376d2cdKtvn37YmlpSY8ePWIFf6Kiohg6dChdunThyZMnHDlyhH79+pEnTx5q1qzJwYMHE7UfX19f/QXmtGnT0nzfWCHSu06dOlGpUiVCQkJYvXo1oBt6dezYsRIcEiIBhoaG+pP5NWvW6HMpdO/eHScnJzJkyMD69esxNjZm3759jB8/nnXr1rFo0SJGjRrFzJkzAV13zpgbaZ+iRo0anD9/nhw5cuDh4UH37t1T7ObblStX+PXXXwFYtGgRVlZW+nnW1tb06dOHcuXKpci+v2VDhgzh4cOHzJ07l/Lly6MoCv/880+y3FDbuXMne/fuxdDQkGXLlkkLGCHSOLVazaxZs+jYsWOs6SqVir59+wKwfPly1qxZg7e3N3Z2dvGOnvmtevv2LV5eXtjZ2VG8eHGMjIw4deqUfv79+/d5+vRpqiSo/lzpOkAUk2AKdK2IvrSLFy+yfPly/cgg6dGff/6pv/Bbv349RYoUYcGCBTx58oS6deuyePFiAEaOHMn06dMpU6YMiqJw9uxZmjdvzqpVq+LdrpeXF1evXo312U6aNImgoCBKlSrFjz/+mPIHJ4T4LGq1mgULFmBoaIharWbFihUMGDAgtYslRJoX8xt34MAB/v33X8zNzWNd5JcoUUJ/x3fu3Ln07NmTYcOGMX/+fEDXhbNz586J3m++fPnYunUrRkZG7N69m19++eXzD+Y9ERER9OjRA61WS9u2bfUjxojkkStXLgYNGsTp06c5evQoAH/99RdBQUFJ3ubr16/13clGjRqFi4tLchRVCJFK2rVrR5YsWXjw4AEjR44EdHU7NUbE/VImTpzIuXPnePz4MZcuXaJTp04YGBjQsmVLLCws6NixI+PHj+fMmTO4u7vTv39/ypYtm2oBovLlyyc5j+03k6Q6qSpWrMjZs2c5d+4cXbt2/WL71Wg0tGnThhcvXhASEsLQoUO/2L7TCm9vbwYNGgTokmpev36dq1evMmLECEaNGoVWqyVz5sysWbOGxo0bA7ovn8ePHzNt2jTWrVtH37598fPzY/To0ahUKn3CzOXLl6PVasmaNSv169enZMmS+kS4v/32m9y5EuIr4eLiwoULF1CpVPEmyRVCxFWoUCHKlSvHpUuXABg6dGicrlYDBw7k6dOnuLq6kilTJszNzcmYMSMlSpT4rLvA5cqVY/78+fTv359JkyZRsmRJ6tSpk+DyISEhvH379pOb4c+YMYPbt2+TNWtWfYJUkTKqVq2Kk5MTHh4e7Ny5M8nnyaNGjcLX1xdnZ2fGjh2bzKUUQnxp5ubm/Pjjj/z++++Eh4eTM2dOevTokdrFSlHPnj2jR48evH79GhsbG8qVK8fRo0f1efxmzpyJWq2mc+fOREZGUrNmzWTNdfupQfrMmTMDsH379iTvK10nqQY4dOgQTZo0wdHRkdu3b6dgSWM7efIkdevWBXQtmf7991+cnZ2/2P5Tm0ajoXbt2pw7d47y5ctz4sQJVCoVa9asYeLEifj7+1O4cGG2bdtGwYIF46yvKAqTJk3i559/BmDQoEG4uLgwduxYXr16Bei+vN7PbdShQwfWrl2b4sf3tZCEh0IkjdQdkdatWrWKvn37ki1bNm7fvk2mTJm+2L4VRaFPnz6sWbMGKysrLly4oM9l9G7duX//PrVr1yY0NJQzZ85QpEiRD27Xzc2NihUrotFo2LJlCy1atPgSh5OuxQzoUrlyZU6cOJHo9Y8ePUrDhg1RqVScOnWK8uXLp0Ap0wf53RFpyf379/Xf2QsXLkyz3ctSKkn1l2ZlZfXBciqKgkqlwt/f/7P3le4DRG/evCFbtmwoisLjx48/KZlhchgwYADLly/HwMAAjUZD2bJlOXXqVLxDsH6LZs2axeTJk8mUKRP//vsv+fPn1897/fo1p06dom7dupibm39wOwsWLGDEiBGxpjk7O7NgwQIqVarE2bNn2bdvH/v370elUnH8+HFy5MiRIsf0NZKTDSGSRuqOSOuio6OZP38+1apVS5Um7uHh4dSsWZMrV67g6OjIjh07KFy4sL7umJqaUqtWLZ49ewboWh6dPHkywfoUGRlJ+fLluXnzJi1btmTz5s1f8nDSrWfPnuHg4IBWq+X27ds4Ojp+8rp+fn5UqFCBx48f079/f2nx9Znkd0ekNT///DMPHjxg0aJFGBsbp3Zx4vWtBIg+NR1OYnIHJiTdB4gAypQpw/Xr19m8eTMtW7ZMoZL+X3R0NPb29vj5+bFixQpGjBhBYGAg06dPZ9SoUSm+/9R24cIFatasiUajYdWqVXTq1Omztvfnn3/So0cPTE1NmTBhAgMHDsTIyCiZSvttk5MNIZJG6o4QH/fkyRNq1KjB48ePyZgxIytXrqRp06acOXOG3r174+XlhZOTE8+fPyc4OJj58+fTr1+/eLc1depUpk+fjo2NDe7u7mTNmvULH0361bhxYw4fPsy4ceP46aefYs0LDw/HxMQkzgVWWFgYdevW5dKlS+TPn58rV66km9GNUor87giReN9KgOhLStdJqmO8O9z9l3D69Gn8/Pywtrbmhx9+0I/EMXXqVG7evPlFyvClhYSEsHHjRurVq0f16tXRaDS0bt06Tmb8pOjQoQN3797l/v37DBs2TIJDQgghRBqQO3duzp8/T7Vq1Xj79i3t2rVjzJgx9OnTBy8vL/Lnz8/hw4f1CbMnTJjAkydP4mzH3d2d2bNnAzB//nwJDn1hMedqGzduRKvV6qfv3bsXOzs7qlSpwt27d/XTtVotXbt25dKlS1haWrJ7924JDgkhxGeIjo4mIiIi1jRfX19+/vlnJk2axIULF5JtXxIgQpeoGr5cgGjnzp0ANGvWDENDQzp16kSDBg2IjIykR48ecf74X7tffvmF3Llz061bN/755x8UReH7779n0aJFyRaxzZMnD9bW1smyLSGEEEIkj6xZs3Lw4EH9KFa///47Dx8+JEeOHBw8eJAcOXLQq1cvKlSowNu3bxk4cCDvNm6PioqiZ8+eREdH06xZM1q3bp1KR5J+NWnSBAsLCx4/fqwfxvnUqVN06NCB0NBQLl++zHfffceiRYvQarWMHz+eXbt2YWRkxPbt29NVjk0hhEgJgwcPZvTo0fr3wcHB1KxZk5UrV3LixAmaNGnCkSNHkmVfEiDi/y2Irl27RnBwcLJtd926dfz999+xpkVHR/PXX38B0KpVKwBUKhVLlizB0tKSq1evUrZsWc6cOfNJ+3Bzc0tUmcPDw3nz5s0nL/+5bt++zfjx43n79i358+dn8uTJ3Lt3j7///htLS8svVg4hhBBCpA5DQ0PmzJnD+vXryZAhA1ZWVhw4cECfuFqtVrN06VKMjY05cOAAW7duxd3dnblz51K7dm2uXbuGlZUVCxculK4AqcDMzIw2bdoAsGHDBq5evUqLFi2IiIigQYMG1K5dm/DwcIYNG0bp0qX1LeOXL19O1apVU7PoQgjxTbh06RJNmjTRv9+yZQtarZYrV65w9uxZ+vXrx8KFC5NlXxIgAnLlykXevHnRarXJFnm7e/cuPXv2pHXr1rG2eerUKV69eoWNjQ3VqlXTT8+RIwebNm0ia9as3L17l1q1atGzZ88PZiI/evQo5cqVo0qVKp809J2iKNSpU4cCBQpw7969zzvATxTzj9q4cWPu3LnD+PHjyZs37xfZtxBCCCHSjnbt2uHp6cnff/+Nk5NTrHmFCxdmzJgxAHTu3JnvvvuOcePGceHCBdRqNQsXLiRbtmypUWyB7m8CsGvXLho1akRwcDDVq1dny5Yt7N+/nwULFmBmZsatW7cAmDRpEj/88ENqFlkIIb4ZPj4+ODg46N+fPn2axo0bY2FhAUD79u1jdfX9HBIg+k/btm0BmDdvHsmRtzumu5qiKPz44488fvwYgB07dgD/7172rtq1a3Pjxg169OgB6FogFS1aFDc3t3j3sWTJEkDXSqdjx45oNJoPlunq1atcunSJwMBARo4cGe8y69evp3jx4qxZs+azP4dXr16xadMmAIYOHSp3/YQQQoh0ztLSMsF8NKNGjaJo0aIAmJub06BBA3777Tdu3rwpXctS2XfffUfBggUJDQ3l1atXlC5dmp07d2JqaopKpaJPnz78+++/NGvWjDFjxjB+/PjULrIQQnwzTExMCAsL07+/cuUKpUuX1r83NTUlJCQkWfYlAaL/DBw4EFNTU/79919Onjz52duLSRSlVqvx9/fX99PevXs38P/uZe+ztLRkyZIlnDp1iiJFiuDv78/YsWPjLPfs2TMOHjwI6P5hDh06pL/zlpAtW7boXx88eJADBw7Emu/u7k6/fv24c+cOvXv3pnXr1vj5+X3yMb9vxYoVhIeHU6pUqWQZck8IIYQQ3y5jY2NOnDjBuXPnePnyJbt376Z///6JGlpdpAyVSkXXrl0BcHJyYu/evWTKlCnWMgULFmTbtm1MnTpVbgoKIUQycnFxYevWrQCcP38eX1/fWF14vby8sLOzS5Z9SYDoP1mzZtX/8P3yyy+fvb3z588DutE2smTJwuXLl/n+++/x9/fHxsbmo32yK1SowO7duzEwMODEiRNxWhGtX78erVZLpUqVWLNmDaBL/Lhq1ap4t6fRaNi2bRsAZcqUAWDEiBH6hNihoaF07tyZyMhIihYtipGREX///TelSpXiwIEDvHr1igcPHuDm5saFCxcIDQ39YPkjIyNZtmwZAIMGDZITBSGEEEJ8VJYsWShbtizGxsapXRTxnkGDBrFhwwZOnjyJjY1NahdHCCHSjVGjRvHHH39QsmRJWrVqRYcOHWIFhPbt28d3332XLPuSANE7hg4dioGBAceOHePq1atJ3o6fnx+enp6Aruva2rVrAbh48SIAzZs3j9O9LD729vb6JtXz5s3TT9dqtfptduvWjVatWjF58mRA1xIqZoSJd508eRIfHx+srKz0w5J6enqyYMECAMaOHcvdu3exs7PjyJEjnDt3jkKFCvHy5UuaNWtGjhw5KFSoEOXKlaNatWoUK1ZM34IpPtu2bcPHx4ccOXIk2FpKCCGEEEJ8HYyMjGjbtq2MGiuEEF9YpUqVOHHiBL1792bRokX8/vvvsea7uLjQrVu3ZNmXBIjekTdvXn0uojlz5iR5OzHdywoXLoylpSUNGjSI1f0rMQGTYcOGAbrcRY8ePQLgn3/+wcvLCwsLC1q2bAnAuHHjaNu2LdHR0fzwww9xRiqL6V7WsmVLrK2tmTlzJgAzZ85k5cqVLF26FIBVq1ZhY2NDiRIluHjxIgMHDtQHszJmzEiOHDmwsrLi8ePHNG3alI4dO/Ly5ctY+1IURR946tOnj9wFFEIIIYQQQgghksjZ2Zk+ffrQokUL1Or/h3EiIiJ4+/YtnTp1Spb9SIDoPSNGjADgr7/+SvJIXzEBogoVKuinTZ48mW7dutGuXbtEDflZokQJatWqhUaj0QddYrqRdejQgQwZMgC6vuHLly+nYMGC+Pr6MmXKFP02wsPD+euvvwBdhvOYdcuXL09ISAj9+vUDYPDgwdSpU0e/npmZGb/++isBAQGEhYXx+vVrvL29efDgAUOGDEGtVrNt2zaKFSvG7NmzuXPnDoqicObMGdzd3TEzM6Nnz56J/vyEEEIIIYQQQgihCwJNmTKFGjVqULduXfbv3w/Apk2bKFGiBEuXLqVv377Jsi8JEL2naNGiNGzYEEVR+PXXX5O0jfgCRAYGBixbtoz169djYGCQqO3FtCJavXo19+7dY8+ePQD6nEkxzMzM9EGkpUuX4u7uDsD+/fsJCgoiT548VKxYEdAlz/7tt9/0uYFcXFyYNm1avPs3MTGJVWZzc3PmzJnDuXPnKF68OAEBAUyaNInixYtTpEgR+vfvD0DHjh2lGbIQQgghhBBCCJFEM2fOZPXq1eTJk4cnT57QpUsXhgwZwpIlS5g+fTrXr19nyJAhybIvCRDFY/To0QBs3LiRlStX4u7uTlRU1CetGxERgaurKxA7QPQ5ateuTbFixQgJCaFZs2ZERUVRunRpSpQoEWfZmjVr0rp1a7RaLYMGDUKr1bJ582YA2rRpE6s5WunSpRkzZgwFChRgw4YNmJqaJqpcpUuX5vz58yxbtox69ephbGyMp6cnHh4eAAwYMCDpBy2EEEIIIYQQQqRze/bsYenSpaxbt46dO3ei0WiIjo7m7NmztGzZMtENUD5EAkTxKF++PFWrViUqKop+/frx3XffYWVlRY0aNbh58+YH13VzcyMiIgJbW9tkG5ZVpVIxdOhQAH3y6+7duye4/Jw5czA3N+fixYssWLCAQ4cOAf/vXvauKVOmcOvWLQoXLpykshkZGdGtWzf27t2Lj48PW7dupXv37syfP59ChQolaZtCCCGEEEIIIYSA58+f6xuHFC5cGBMTE/r27ZsiI4VLgCgBW7duZeTIkdSsWRMLCwsiIiI4d+4c3bp1Q6vVJrhezPD25cuXT9Y/WJs2bcidOzeg6+IVk0w7Pjlz5mTixImAbki8mKHrXVxckq088cmUKRPNmzdn6dKl+rxGQgghhBBCCCGESBqNRhNr4CdDQ0MyZsyYIvv6+Fjr6ZS1tTUzZswAdMPK37lzh6pVq+Lu7s727dsTDNDE5B+KyfWTXIyMjBg5ciSDBg2ic+fOZMqU6YPLDxw4kHXr1nHnzh0A2rVrl6zlEUIIIYQQQgghRMpSFIV+/fphYmIC6AahGjZsmH7AqhgbNmz47H1JC6JPoFarKVKkiD5Z9E8//URkZGSc5RRFiTdBdXLp3bs3Fy9e5JdffvnoskZGRvqE1SqV6oMtjoQQQgghhBBCCJH2tG/fHltbWzJnzkzmzJlp06YNdnZ2+vcxj+QgLYgSYfDgwSxbtowHDx6wevVq+vTpE2v+w4cP8fX1xdjYmFKlSiX7/lUqVaK2W61aNTZs2IChoSH29vbJXh4hhBBCCCGEEEKknMWLF3+xfUkLokTImDEj48aNA2D69Om8ffs21vyY/EOlSpVK9IhgKaVt27a0bNkytYshhBBCCCGEEEKINEwCRInUvXt38ufPj6+vL7///nuseSmVf0gIIYQQQgghhBAiJUmAKJGMjY356aefAJg3bx5+fn76eTEBovLly6dG0YQQQgghhBBCCCGS5JvJQRQWFcadN3cIfRGKgYFBiu6rQNUCFKxWkHv37lGwWkFy5MhBjhw5uPX6FmSHjAUy4vbCLUXLIERy0Gg0PHrz6IvUGyG+JVJ3hEgaqTtCJI3UHfG1cLJ2IoNRho8vKNIklaIoSmoX4nMoikJQUBB3A+5Sfp203BFCCCGEEEIIIVLDpW6XKGlXMrWLAegCqx4eHjg5OcUKrCqKQlhYGJkzZ0alUqViCdOeb6YFUQGrAmyuvhl7e/svFlUPCw/j+bPnPH/+HB8fH/z8/KhatSouLi5fZP9CfC6NRsOjR4++aL0R4lsgdUeIpJG6I0TSSN0RXwsna6fULoL4DN9MgMjMyIxCWQrhZOf0Zb808365XQmR3DQaDRkCM3z5eiPEV07qjhBJI3VHiKSRuiOE+BIkSbUQQgghhBBCCCFEOicBIiGEEEIIIYQQQoh0TgJEQgghhBBCCCGEEOmcBIiEEEIIIYQQQggh0jkJEAkhhBBCCCGEEEKkcxIgEkIIIYQQQgghhEjnJEAkhBBCCCGEEEIIkc5JgEgIIYQQQgghhBAinZMAkRBCCCGEEEIIIUQ6JwEiIYQQQgghhBBCiHROAkRCCCGEEEIIIYQQ6ZwEiIQQQgghhBBCCCHSOQkQCSGEEEIIIYQQQqRzEiASQgghhBBCCCGESOckQCSEEEIIIYQQQgjxAStWrKBYsWLY2dlRu3ZtXF1dU7tIyU4CREIIIYQQQgghhBAJ2LVrFxMmTGD06NGcPHmSokWL0rJlS/z8/FK7aMlKAkRCCCGEEEIIIYQQCViyZAmdO3fmhx9+wNnZmXnz5pEhQwY2btyY2kVLVoapXYDPFRUVBUBkZCQGBgb6ZyHEx2k0Gqk3QiSB1B0hkkbqjhBJI3VHiMRLqN5oNBoAgoKCUKlU+ukmJiaYmJjE2U5kZCTu7u4MHTpUP02tVlOtWjX+/fffFDyCL++rDxC9K3fu3CiKQnR0dGoXRYivhtQbIZJG6o4QSSN1R4ikkbojROJ9qN507tyZ06dP69+PHj2aMWPGxFnO398fjUaDra1trOm2trbcv38/+Qudir6ZAJGBgQFeXl44ODhIVF2IT6TRaHjw4IHUGyESSeqOEEkjdUeIpJG6I0TiJVRvtFotkZGRrF+/Pk4LovTuqw8QGRrqDkGtVqPValGr1ajVklpJiE+hKIrUGyGSQOqOEEkjdUeIpJG6I0TifazeZMqU6ZPqk7W1NQYGBnESUvv5+ZE1a9ZkK++nevHiBatXr+bixYu8fPkStVqNvb09DRs2pEOHDp8VRP7qA0RCCCEgPDycffv24erqSnR0NBqNhuBgE8LDXejcuREFC2bGzg7kxogQQgghhBCfztjYmBIlSnDq1CkaNmwI6FohnT59mh49enzRsri5udGsWTPy58+PqakpDx48oFWrVkRGRjJx4kQ2btzIjh07yJQpU5K2LwEiIYT4SimKwsWLF9mwYQPbt28nMDAQyAg0BToAdQAjtm79/zqWlgrZskH27P9/LltWoUYNBWvrVDkMIYQQQggh0rR+/frRr18/SpYsSalSpVi6dCkhISH88MMPX7QcY8eOpV+/fowePRqArVu3snLlSo4ePcqbN29o0qQJM2bMYPbs2UnavgSIhBDiK+Pt7c2mTZvYtGkTnp6egDHwPWZmPYiKqkd0tDHm5kEULnwZD4/fCQrS4OBQmebN++Lvb8zLl/DiBdy7p+LFCxUajQqVSqFECahVS0utWgoVKyqYmaXygQohhBBCCJEGtGjRglevXjFz5kx8fX1xcXFhx44dX7yL2fXr11m2bJn+fevWrRk4cCC+vr5kzZqVKVOm0L9/fwkQCSHEtywoKIhdu3axcePG/0ZbUAPVMTQcj1rdmshIc4yNFdq1U2jbNppq1cwwMPgON7cR1KlThwcPdnHz5hF27NiBsbGxfrsREXDhgorjx1WcOKFi3jw1c+eqMDVVqFRJoWZNhVq1tJQoAZLyQAghhBBCpFe9evWiV69eqVoGGxsbXrx4Qd68eQHw9fUlOjpa36XMwcGBgICAJG9fTveFECKN0mg0HD16lB9//JHcuXPTq1cvTp8OA37D2PglcBxDwx9p0sSMHTuiefo0mj/+0FCzpkJMbrqSJUuyZ88ezMzMOHToEF26dEGj0ej3YWIC1asrTJum5dw5DT4+0WzdGs2PP2p59EjF+PEGlC9vRI4chrRvb8DKlSoePkyVj0MIIYQQQoh0rWHDhgwbNoxjx45x5swZevXqRaVKlTD7r+n//fv3yZ49e5K3Ly2IhBAijbl16xYbN25k8+bNPH/+HHAGxmBk9CNRUfYYGOha9rRtG02TJgofy0FXqVIltm3bRosWLdixYwePHz/m119/pVy5cnGWtbSE5s0VmjdXAC3e3vDPPyqOH1dz4oSKnTt1Pxv58yvUrKmlZk3JXyREStNqwds7nNu3w3nzxhIvLxVeXip8fcHZWaFkSYXSpRUKFpSWfkIIIcS3bPz48bx8+ZL27duj0WgoW7Ysy5cv189XqVRMmjQpydtXKYqiJEdBU4tWqyU4OBgjIyPu37+Pk5PTZw3rJkR6otFo8PDwkHqTBvj5+bFt2zY2bNjA1au3gbJAFQwM2qLRFAOgcmUtbdsqtGihxdY28fv466+/6NatGyEhIQC0a9eOGTNmkDt37k9aX6uF69fhxAldsOjMGRVhYbr8RSVLxnRH03VNMzVNfPm+JlJ3RHJ7+xa8vMDLS4WHRxSurq+5ezeCZ89MCAqyRlFiVypbW11g9sEDiIpSAZAxo64ulir1/0fBgqBSpcYRxU/qjhBJI3VHiMRLqN5otVrCw8M/eZj7tCg8PJzo6GgyZsz4weWePXtG9uzZP/k4JUAkRDKYO3durPcjRoxIpZIkjpxspK6IiAgOHDjAypX7OH48HK22PFAJKAUYAeDioqF9e2jTRkuePJ+/Tx8fHyZPnsy6detQFAUzMzOGDRvGiBEjMDc3T9S2wsPh4kVd/qLjx1W4uqpQlNj5i2rX1lK8+LfXqkHqjkgsjQaePeO/1j/w8KEKb28Vnp5aHjzQEhBg/N4a4YAX8DCehxcNGlRj0qRJFClSips3VVy9qquDV6+quHkToqN1UaEiRRQGDtTQvn3aSDwvdUeIpEnOuhMRAX5+MQ8Vfn7w6pWKN2/Aygrs7BTs7CBbNt1zpkxpK9AsxKf6lgNEnypPnjycPn1an7PoYyRAJMQneDcANGLEiA++j09aDRjJifqXpdFocHe/zs6ddzh6NJQ7dyyJjCwLOPy3RDR58ryiXr2M1KplSoUKCp/RhfiD3NzcGDFiBGfOnAEgR44cTJ8+nQ4dOiT5hzIgAE6e1CW7Pn5cjaen7mzS2lqhenVFP0JavnzJdhipRupO+qMoEBoKb97EPFSf9DowUFc3goJAUWJfYRka+hIdfY/4gkB2dipKlSpBqVKl9EPqhoaGMmvWLP7880+0Wi0AjRo1YuLEiZQsWVK/3fBwuHlTxfnzKlasUOPhocLaWqFHDy19+mjJmTOlP62ESd0RImk+VHcSCvj4+uqeY+bFvA4KSly0x8zs/wGjbNkge3bds51dzPP/5xm/H+sWIhVJgAhy587NmTNnPjlAJDmIhBAihURGRnL2rBvbtz/i9GkNDx9mR6MpC3z33xKvMTG5StmyHvz4YwFat85LhgwxyXxSNnZfsmRJjh07xl9//cXYsWPx8vKiW7duLF68mO7du+Pg4ICDgwO5cuX65B/OhPIXHTum5p9/4uYvqlVLFziS/EUiqaKi4MULePFChY+P7vn5c/D1hYgIFdHRumWio+M+3p0eFaX64DJRUboLsJiuXAkxNFTIkgUsLLSYmIShUgVhaupHliw+qFSPefPmJvAAXRDIm+jocABy5sxJyZIl/wsEtaBUqVIJJphcvXo1Y8aMYebMmWzZsoV9+/axb98+GjduzMSJEylRogSmplCmjEKZMgoDBmg5dkzFwoVqfv7ZgF9/VdOypcKgQVrKlv2q7xEK8c178wa8veHRIxXe3gbcuWOHVmvIq1fqTw74mJtHkCFDKGZmQRgZvSFbNn+yZfNFo3kB+JEnjxmFCtlQsmQOSpTIj5WVA/7+hvj4qHj5Uve9+u7zrVu6VsNv38a/TysrBVtbyJr1/Wdd19h3n7NkkZZJQqQ1EiASIh7vtxBKiW2mxD5E6goNDeXAAXd27PDh0iVDnj/Ph6KUByr/t8R9DA334+T0ilq1TGnWzJkKFSqn2l10lUpFixYtaNCgAQsXLmT27Nm4urri6uqqX8bY2Jh8+fLpA0b58+fXP+fNmxfjD9wqzJsXunZV6NpVEyt/0fHjKjZuVLNyZez8RbVrK1Ss+O3nLxIfFxGBPuDzbuAn5r3uocLfP26rHIBMmbSYmioYGCgYGuoCN4aGuve6aQrGxmpMTQ0xN1f9N59YDyOjmGfdPBMTsLDQBUItLHSBIBOTUF6/foiPzx2ePr3B/fvX8PC4y8OHXiTUQDtXrlz/BYLaUqpUKUqVKkW2bNkS9fkULFiQtWvXMnbsWGbMmMHWrVvZu3cve/fuZcSIEcyYMQPVf1ddajXUratQt66Gu3c1LF6sZsMGNVu3GlKunJaBA7U0b65gZJToP5MQ4jMoCrx+DY8egadnNDduBOPtDc+eGfL8uREvXpgSGvp+xcyGiUkIJiZBGBq+RqXyx9DwJZkyPSci4imRkU8BX8Dvv8crQkKi+S/1YLwePoSTJ///3sjIiAIFClCoUCEKFSqEs7MzjRoVomDBgpiYmOiXe/sWfeDoxQt4+VL3/eznp2u55OcH7u4qfH0TDiYZGsYEjHRBo48FljJkSNJHLYRIBAkQCSFEEr1+HciWLTfZu/c17u7m+Ps7AdX+mxsJXMHM7A9cXIKpX9+CBg1KU6xYyzTXrcLU1JSRI0fSuXNnFixYwI0bN3jw4AHe3t5ERkbi4eGBh4dHnPXUajV58uShUKFC1KxZkzp16lCoUCH9hWnsZaFECShRQsuwYf/PX3TsmK5L2q+/qpk79//5i2rV0nVJ+xbzF31NtFpd65nISN0jvtfR0aoPzo+K0rW8SWh+eLiWR4+C8fYO58ULNYGBGYiKypxAiV4BPsDz/57ff617BAeHExz8aceYJUsWbGxssLa2xtramixZbPTvbWxssLKywsbGBpVKxd27d7lz547+8eTJkwS3a21tTeHChfUXWM7OzhQrVoysWbN+8uf/MU5OTqxfv56xY8cyc+ZMtm7dyty5c4mOjubnn3+OUxednWHhQi1Tp2pZvVrN0qVqOnY0JFcuhT59tHTvrpUWfSJdc3NzY/Xq1Rw/fhxzc3OyZcuGra0t2bJlI2vWrGTNmjXWNFtbWwwN47+cUhR49Sqm9Q/cvx/JzZvBeHpqePbMiICATERFxdwRMQLM0OUeewx4//d49N7rl0RERBMR8eHjsLCwwNLSkixZimJlZUWWLFn+e697jplmaGjI/fv39d9pd+/eJSQkhNu3b3P79u1Y21Sr1Tg4OODs7KwPHhUuXJiSJZ3IkCEDH2r5HBr6/+5vMcEjX19VnOfbt3XPMTnU3mdu/v8WSAm1Sop5trHRBfmFEIkj1UaINCK1WxRpNBpOnDjBsWPHyJMnD+XLl6dYsWIYpePbyhqN7u7Y06cqnj6Fu3ff8u+/L7h3L4RnzwwIDc0HVP9v6VfAeTJn/pOyZSNp3Dg7NWpUwNm5Z7wBk7QoW7ZszJgxQ/9eo9Hw5MkTHjx4wMOHD3nw4IH+8fDhQ0JDQ/H29sbb25uDBw8CutYRtWvXpnbt2tSqVQvrBK42TU2henVdFzPQ3UU9dUrXbP3ECTXjxqkBA33+ou+/19KokXRHS4iigL+/wsOH0bx4YczTpyoeP4bnz1WEh8cEct4PzqjeCeDEH7zRaL7E/64GiEJ31zuhwM9z4CW6wGviqNXqOA+VSkVoaCiKovDmzRvevHmDp6dnkkpvZ2env1h692GblKEGk6hQoUJs2LCBypUrM3DgQObPn49Wq+WXX36J9/vH0hKGD9cyeLCWPXtULFqkZsIEA2bMUNOhg0L37lpKl1ak64dIFwICAtiyZQurV6/m2rVriVzbDguLYmTMWAQTEydUqnxER+ckNDQrb95YEBX1bitbQ0BFQsEfE5MXZMoUSoYMppiammJmZvbOIwsmJrqWhvb29lhZWWFpaRnrkSVLFqysrLCwsEjyjSitVsuTJ0/iBMPv3LlDYGAg9+/f5/79++zdu1e/jkqlwt7ePtb3X0xQ3MLCAtC1/LG3B3v7d4NI8QeUFEXXtU4XSFK99/z/gJKnp4oLF+D164TvIllbf3p3NwsL6e4mvk2JvQ6RAJEQpH5wJjV5eXmxceNGNm/ezLNnz2LNMzMzo0yZMpQvX54KFSpQvnx5bGxsPnuf0dHRPHz4kFu37nDjxkO8vV+TM2chChQoja2tI6GhhgQH6/rUBwZCcLAu6WGWLJAli4KFRcxrXVcPXZePxCVG1Gh0uUuePVPx5Inu+dkzePJE9/z0qa5LS+wL5CxARuAZ8BTYSdas96lUSUWDBg5UrVqFvHm//2oCQh9jYGBA3rx5yZs3L7Vq1Yo1T1EUXrx4wYMHD7hy5QpHjx7lzJkzPH36lLVr17J27VpUKhWlS5emZs2aFCxYkDx58pA7d25y5coVq5k66EZNeT9/UUyy65j8RQYGClWrKjRrptCkSeom2v3SwsLgyRN4+DAKd/fX3LnzlocPNfj4GPL6tTkhIdYoihnw/0qgUmnJkiWcjBkNyJjRCGNjFUZGCsbGYG6uq0tGRrquVMbGuofutaJ/HTPv/WdjY123q9jr/f91VFQIjx8/4NGj+zx8eJf7929z795NAgN90QWDIv97aADImDEjRYsW1T/y5CmCqWlpTExMMDU1xdjYWP/axMQEY2NjDAwM4g38vP8+IRqNhoCAAF69eoW/v3+c5/dfR0VF4eTkFOcCyMrKKiX/9InSu3dv1Go1/fv3Z8GCBWi1Wn799dcEPwdDQ2jZUqFlSw1Xr2pYuNCADRtUrFpliIuLQrduWtq315KGDlGIZKHVajl9+jRr1qzhr7/+Ijxclw/M2NiYZs2a0b59ewwMDPD19eXly5f4+vri6+vL06cR3L9fnlev6hEdXQAwIzAQAgNjtvwWXcDnMvEFgqytFRwc/t9VO3/+gjg6NiB//vxkzZr1o99ZKZ3gXa1WY29vj729PfXq1dNPj/nNfz9odPfuXfz8/OLcLIqRM2dO8uXLR8aMGcmQIQMZM2bE3NycDBkyYG5ujrm5ORYWFhQuXJhixYqRIUMGVCpdENvSEpycYoJICbdOiorStdSK3UIpbmDp6lVdd7eQkPg/YyOj/3d3ixtQih1YsrUl2UeFjBkIITBQN6hBzDmw7rXufUiIrgt2zCM8XHcTSPc6plUu/01TxZkW+d49lnf/3RJ6bW8P332n8N13urx1hQpBGmsILz4isWOSSYBIpEvpOSAEurtl27dvZ926dfz777/66ZaWljRp0oSXL19y8eJF3rx5w5kzZ/QjXQE4OjpiZ2eHRqPRP6Kjo4mMNCU8PCfh4bmJjLRBo8lAdHRGtFpzNBrds1abGUXJiFabEcgJFAI+3n/IwED5pJYMGTLEJIjVXfy++9rYWNea4ulTXTAobvAH1GotZmYBGBj4EBX1EI3mHvAEXTDoKfCEIkVsqVq1EpUrV6Zy5dpkz97p4x/4N0ilUpE9e3ayZ89O5cqVGTJkCGFhYZw9e5ajR49y9OhRbt26xZUrV7hy5UqsddVqNU2bNmX8+PEUK1Ys3u3nzQvduil066bLX3Tpkordu1X89ZeawYPVDB5sQPnyWpo1U2jaVIuDQ7yb+SrEBCufPFHx+LHC7dtvuXs3BC8vDT4+RgQEZCQiIqbLlREQk4TBH93/p8d/z4//e+heK8pzAgI0BASAiYnJf0GNori4uOgf7+e+iYqKIjg4mLdv3xIcHExISEiC72OmxbyOeR8QEMCjR4/iPVYDAwMKFChA0aK6csQEhOzt7b/4KCIGBgbY2NgkS9A7LenZsydqtZq+ffuyaNEifH19+eWXXxJMeh2jVClYs0bD3LmwebOaVavUDB1qwJgxapo31wWLqlZVpMun+GppNBquXLnCgQMH2LZtGw8ePNDPK1q0KN26daN9+/ZxWr5qNHDsmIo1a9RcvKgiKkqFi4tC5coabGwCyZTJH1PTF6hUjwkLe4qvry6gZGho+F8QqJQ+IBTTouZr8+5vfs2aNWPN8/Pzi9XiKOb18+fPefbsWZybjwlRq9U4Ozu/k7C/FMWLFydTpkwfXM/ICLJn579RXz8eUAoJ+Xh3txcvVNy4oXuf0Plnpkxxu7vZ2Px/mrk5+pudz569xdv7NcHBakJCDAkJMSA01JCQEENCQw0JDTUiLMwIrfbTvmBVKgUzM11uPFNT3bOJCRgZadBoQoiMDCYsLICIiCB03RYjUKvDMTGJQKvVoChatFoFjUaLVqtFURT9c86cuSlTpjQ2NjZoNHDvnootW3Q3DmKOu3RphbJlFcqVUyhfXnfMIvVFR0fH2+X1woULHz0HeJcEiIRIJ6Kjozl69CgbNmxg7969RPzXgd3AwIB69erRqVMnGjVqpG/ZodVq8fDw4OLFi1y8eJELFy5w9+5zPD0z4+mZAygAOP73KADEl2Q1Ggj87xH038MXCMLQMAQrKyPs7MywsTHh1StPPD3dCA31eWfZIKpXL8UPP7SkceNmQGbevNHdXXnzRkVAwP9fvzs95vWjR/8fYjoiArJkCcXMzB+1+jm2tg8JDr5NSMhdYoI/Wu1LQkK0+tIbGBhQqlQpqlSpQuXKHalYsWKaai2Q1piZmVGnTh3q1KkDwLNnzzh+/Djnzp3j8ePHPHnyhCdPnhAWFsZff/3FX3/9RfPmzT8YKAJdDqIKFRQqVFCYPVuLuzvs3q1m9241Y8aoGTPGgGLFFJo109KsmZYiRdJOM/GYpvJPnugCQE+eqHj4MJK7d8N49EjDixfGBAZmRKt993acJbpcFE/QjXj1iHcDQBkyvCZvXgMcHe3Inz8/+fLlI2/evOTLVxVra2vu3bvHjRs39I+bN2/y9u1b3N3dcXd3j1U+W1tbzM3NCQ4OJjg4mMj3by9+hhw5cugDQEWKFMHFxQVnZ2dMJQt5iuvevTsGBgb07t2bbdu2ceDAAcaMGcOgQYM++vlbW8OAAVr699dy5YqK1avVbN2qYssWQxwcFLp00dK5s5ZEnGsKkWoCAwM5cuQIBw8e5PDhw/j5+ennZcqUibZt29KtWzdKly4dp/WOlxesW6dL6v7kiQoLC12gtGtXLSVLxvzOZPjvkRso+wWPLO2wtbXF1taWKlWqxJr+5s0b7t69y5MnTwgNDSUkJET/CA0N5e3bt4SEhODv78+1a9d4+fKlPvfRpk2bAF1gytHRMVbQqESJElhaWia5vObmukfevB/v7qbVflp3Nw8PFWfPQkBAQgEei/8eMee3/vz/3Pjd5/hfq9Uh5MljgYODHQUK5KFAgXwUKOBIVFQU165d49q1a1y/fh0PD68kfy4xHj3SPZo2bcrEiRMpVqwY0dFw+zZcvqzi8mU1ly+rmDtXpR8konhxhdq1tdSurcsjKT/zKevYsWNkz56dIkWK6FsKr1mzhpcvX2JnZ0ePHj0YMmSI/jstV65cidr+NxMgun79OnfvPsTb+y0hIQa8fasmOFilfx0SosbAwAozMzvevlURFKTCykqhSRPdP7I0lft6pJfWP8l1nDdv3mTjxo38+eefvHjxQj+9aNGidOzYkTJlylCpUqU4zZXVajWRkYVwdS3CnTs98PdXoes7/3+ZM0eQPXsIOXKEkjPnfXLlCid37nDs7KLIkkWFmZkKAwM1BgYGGBoaYmBghYGBLWZmZmTPnj1OiwGtVsudO3c4deoUW7du5cKF+5w8eZCTJw9iajqAxo0b0759e+rWrfve6Fn//2H38fFhx44dnD17lrdvHxIY+IDQ0LcA+PvH/xnZ2tr+d5eveqyRulxcXMiYMWPiP3QB6JqWd+7cmc6dO+unKYrCjRs3mDVrFjt37kxUoAh0J+QlS0LJklqmTNFy9y7s2aNm924VU6caMHWqAY6OCg0basmXD+zsFLJn//9zYk9aoqP/3zT7/822ITRUxb17GXj+XE1kpIqICN2dQl0QSOH+/QgePVJ4+dKYiIj3+z6aAK+Jr9UPPEatfk7u3Kbkz5+PfPny/RcAyk/+/LXJly8f1tbWH+yGYGtrS6VKlfTvtVotjx49ihU0unHjBp6envj5+cW6YNKX0MSEjBkzkilTJszNzcmUKRMZM2bUP96d/v48CwsLChYsmGD+KfFldOnShSJFijB06FAuX77MhAkTWL16NXPmzKFx48Yf7QqrUkHZsgply2r45RfYsUMXLJo40YCfflJTv77uYvn77xVJBJsMFEXB19eXwMBAgoODCQwMJCgoSP8IDAwkPDycwoULU6FCBezt7b+Z7szJzcvLi927d3PgwAHOnTtHdHS0fl7mzJmpXbs2jRo1onnz5pibm8daNzwcdu9WsXatmhMndOcoVatqmTpVQ/PmioyilQhZsmShfPnylC9f/pOW9/Hx4erVq7i5ueHm5oa7uztPnjzR5z3atm2bftl8+fJRokQJSpUqRcmSJcmRIwdRUVFEREQQGRlJZGRkrNfxPd6drygKefPmpXDhwhQuXFifQ06t1nWBt7ICZ+f4WydptVpu3rzJuXPnOH36AmfPevDypRYw590AkINDNszNTVGr1fou0u8/v/sa4PlzXx48eEBYWBje3uDtDcePf/hzzJ07N8WKFaNYsWI4OTlhamqKkZGR/mFoaBjr9bvvg4KC+O2339i6dSt79uxhz549tGzZkgkTJlCsWBGKFVPo0UPXNTwoCK5cUXH6tC5/5G+/qfn1VxVmZgre3tF8RgxPfMS4ceOYP38+APPnz2fZsmUMHz6cggUL4unpyW+//YZKpWLIkCFJ2v4385Net25xgoM/7QvIwCAcc3MNYWEZWLBARdasunwWzZvrkqGm45y8X6V3Aynx+VaCSIkJGPn7+7N161bWr1/P1atX9dNtbGxo3749HTt2pESJEvpWQu9SFDhyRMX8+WqOH1djYqJQqpRCvXoKjo5aHBwUHB3BwUEhSxY1kOm/x+dTq9UUKVKEIkWK0K9fPx4+fMiWLVv4888/uXfvHtu3b2f79u1YW1tTo0YNfeuJfPny4e3tzdatWzl58mScvrYqlYpcuXK90+c/f6xAUObMCY2YJJKbSqWiWLFibN68mZs3bzJz5swkBYpiODuDs7OW0aPh0SMNf/+tCxYtXKhGq4178ZQli4KdnS5gBDFBH9U7/fljB4I+3LXxf+3dd1hURxfA4d8WOogiomAFC3Zj7xoUexd71xhjrNGoscUYjbH3ktgb9q6xd6Ni7x3ELqIgCtLZvd8ffNyIXUQpnvd59oHdvTs7W2bv3HNnzuR+y+3PiB/0eTUQ9AA7Oxv1uxt7yYuzcy2cnZ3JmjVroiaH12q16vPUr19fvT0sLIxr164RExMTL/BjbW39VSenT01KlizJoUOHWL58OUOGDMHX15cmTZpQtWpVJkyYQIECBT6oHGtr6NBBoUMHA5cuGVi0SIunp5Z//tHj5KTQvr2RTp2MZM/+mV9QKvP8+XP27t3Ljh072LlzJ35+fh/82EyZMlG6dGk1P2CxYsW++tF5z58/548//mDmzJnxgkJ58uShTp061KpVi/Lly7/x9+38eVi4UMuKFVqCgjQ4OioMGGCgQwcjuXJ9yVfx9XJ0dKROnTrUqVNHve3JkydqwCguaOTr68utW7e4desWGzZs+Cx1cXBwUINFcRcrKysiIyOJiIggPDycy5cvc/jwYY4ePcqzZ8/iPd7ExITixYtTvnwNKlSoQLly5RI86sloNOLn54ePjw83b97E29ubmzdv4uPjg1arpXDhwhQpUoQiRYpQuHDhTx7pvmTJEgYOHMioUaNYs2YN69atY/369TRt2pShQ4eSN29eANKkgSpVFKpUURg+PHa0/v79Gi5e1Ehw6DO7e/cuWbNmBWDt2rVMnDiRhg0bAuDuHnsycfDgwRIgSpt2PfAYE5NwdLpQ9PpQ9Ppw9Pow9PowdLpQ7t69RFjYIwwGA8HBoNfb07HjagICKuPpqWXePA3p0inUq6fQqFHsMLlX8qiKJJAYI2lS+6gjo9GIj48Pp0+fZsOGDWzdupXo6GgA9Ho9tWvXpl27dtSsWfOVkTf/iYyElSs1TJmi4/JlDfb2Cr/+aqBrVyNfcDGeeFxcXBg8eDCDBg3i7NmzLF++nFWrVuHv78/atWvf+rgyZcrQoEED8ubNS86cOcmRI8dX33FOjgoWLMjy5cvfGChq2LAhQ4YMoUiRIh9cXvbs0LOnkZ49YxMxPnoUm0fAz+/1v/7+sWcGzc1jVzmJm8cfdzExMRAZGUx4+FNevAgkJOQJz549IijIj4CAB4SHPyV2Xn/cJRIIJXa6YjCmpqZkz579pSlghXB2rq8GapJDHgpLS0uKFSuW1NUQn5lWq6VNmzY0bNiQsWPHMnnyZPbu3UuJEiX44YcfGDZs2EcdUBQsCBMmGBk1KnYFtAULtIwerWPMGC01a8augFa7towqehNFUbh06ZIaEDp69Gi8QIZGo8HGxoY0adKoF1tbW2xsbLC1tUWr1aoHyY8ePWbTpqts2nQf2IhOZ0muXPlwdS1Irlz5yJkzL2nSpH9plUJNvBUL4y4mJrFTbZydwdlZIWPG5DNF90MZjUY8PT0ZMmQI/v7+AFSqVIkGDRpQq1Ytcr0lwvPsGaxapWXhQg1nzmjR6xVq11bo2NFAjRryHU4OMmTIQPXq1alevbp6W1BQEOfOnYsXOHr27Jm6gIGJiQmmpqbq4gZx/8fd/vJtcRdFUfD29ubKlSvcunVLTUp+4MCBD6qnlZUVZcqU+X9+ygqULFkSy0QabqbVasmcOTOZM2emcuXKiVLm++TPn59ly5YxcOBA/vjjDzZs2MDq1atZu3YtLVq0YMiQIeTOHf8kWbp00LixQuPGH5cQWXy8dOnS8ejRI7JmzUpgYCAuLi7x7s+VK9dHnXB4Var56bt2rRHe3t7vzOwfHR3NqVOnOHDgANu3b+fYsWMsXFiFXr16cffuGHbvNmHDBi3r1mlYskRPunQK06YZaN5cvugi+VAUhRs3brBo0SLCwsLUi8EQO+RTp9NRv359fH19qVy5MnZ2duj1+ngjB+JMmjSJoCAN588HcfFiZR490pAnj8KsWTG0bq0k+goNCaXRaChWrBjFihVjzJgxHDp0iAsXLnDr1i1u376Nr68vlpaWNG7cmGbNmuHs7JzUVRYfIS5QdPnyZf7880/Wrl3Lxo0b2bhxY4ICRRC7mla2bJAt25uHhMdN54g7C/ny5fbt29y7d++9qz7Y29uTK1cuXFxcyJEjR7wRbU5OTl886bIQ72Jtbc3IkSPp2LEjAwcOZOPGjcyaNYuVK1cydOhQfvjhh48aOWZmBs2aKTRrZsDHx8D8+VqWLNGyfbuezJljcxV16mTk/yc5v2qhoaGMHDmS1atXc//+/Xj35cmTh1q1alGjRuxIg7edzHj4MDb/h61t7BSOU6cgPPy/brzBANevx14+hYWFQo4cscEiZ2eF3LmhcWMjmTJ9Wrmfy5kzZ+jduzfHjx8HIHfu3EyaNCneClwvUxQ4dCg24fT69RoiImL7PaNHG2jTxkjGN6VTFMlKunTpcHNzw83N7bOUHxoayrVr17h8+bKaE+natWtERUWpK2mam5uTNWtWNSD0zTffvDE5cEpXqFAhVq1axblz5xg5ciRbtmxh+fLlrFy5ktatWzN48GBypuRVQlKoOnXqMHHiRJYtW0atWrWYP38+U6ZMUacdz5kzh4IFCya4/NT3TX4HExMTypYtS9myZdWhcyNGjGDatGlcu3YNT09PmjZNS3g47N6tYdQoHW3b6tm928jkyQbek0RfiE8Sl6hPr9ezdu1aIiIiMDMzIzIykpUrV3L//n01GDRkyBA8PDziPV6r1WJhYYG1tTXp06dnxYoVr02/e/l6o0b92Ly5OmfOFCY62pRKlYxUr76WPHl8ePYMLCyS50grvV5PlSpVXltFQ6R8BQoUYNmyZQwePPi1QFG1atWoU6cONWrU+ODOSFhYmBrwiQv++Pr6qtfDwsLe+XhLS8tXpoH9d8maNSv37t37rMsNC/E5uLi4sHr1avbt28fPP//M5cuX6du3L3/99Rdjx46lTp06H53bJlcuGD3ayPDhsaOK5s3TMmqUjtGjY0cVde5spFatrzPf46lTp5g5cyYRERHqlLC4EUFp0qTBzMzsjSObfX1hwwYtx49rOHlSw4MHsZ+JVquQPz+0bKlQokQMdnag1ys8feqPt/cVrl+/xNWr57l58xpGYwQQ/ZZL1P//WmBhUYDSpVvg6loLcOHOHQ0+PrF5RSIjNfTvH7uS3Y8/GilXTkkWI4wCAgIYNmwY8+fPR1EUrK2tGTx4sJrn7uLFi8B/o8YfPoSlS7UsWqTl5k0NlpYKzZrFjhY6enQ8igJLl6bOUebi41hZWVG8eHGKFy+e1FVJNr755hvWrVvHmTNnGDFiBNu2bWPp0qUsX76cxo0bU758eYoXL07hwoWxSC5nl1OxX3/9lUaNGlGqVClKlizJpk2b2L9/P7ly5cLX15egoCDWrVuX4PK/qgDRyzQaDUOHDiVfvnx06tSJXbt2UaFCBfbs2UOmTJmoX1+hZs0Yhg3TMmmSjqNHNSxdaqB4cRlNJBKXwWCgT58+8RJIt2rVKl4AaMSIEfGum5ubY2VlhZWVFZaWllhaWmJubv5Bnfo7dzJz+HAphgzRo9EUI1++S1SufIopU9oyYYJP4r448dm8Gvzr169fqplKGRcoGjJkCH/++Sdr1qxh9+7d7N69G4gdOlusWDE1IWVERIT6N+7/kJAQdarB22g0GrJmzfrSKmCxwZ+4EUEODg5vbVNxI/aESKmqVKnCyZMnWbRoEcOHD8fb25vGjRtTtmxZateuzbfffkuxYsUSPKroxg0DCxZoWbxYy7ZterJkUejY0Ui7dl9H24mJiWHs2LH88ccfNGzYEFNTU7JkyaJOFXvVhAkTMBi0XL2aiydPGrF7d+w2WbIolCqlULKkkVKlYnMCvnnthIz/v8SOqnjx4gVnzpzh4cOHhIeHv7aCVNz/p06dwsfHiwMHvDhwoDcuLi60adOGadPakC1bDi5ehLlztSxbpmX1aj2FCil07WqkZUvjW+rxecXExDB37lyGDx9OUFAQHh4e2NnZkSVLltf2gwaDlk6dNnHqVBGuX8+JomgpVcpI4cLbKVToKubmUZQv3w8vr/jPkVr2pUIktmLFirFx40ZOnjzJiBEj2Llzp5ofFGJnMeTPn5/Ro0fHmxYoEpetrS07d+5k6dKl7Nixg2zZsmE0GomKisLDw4NOnTqROXPmBJf/1QaI4nh4eODi4oKHhwc3btygRYsW7Nq16/9zUmHMGCNVqyp06qSjYkUdI0YY6dvXiMwc+Hy+ph3z8+fPuXv3LitWrMDDw4N06dKh0+koWbIkOp0Og8GAVqulVKlS6nLUlpaWLFmyhKlTp37w8xiNGtat0/DXX+24dy8zZmaR9O5txMTkL8zNH791SPvX9Fkkd+9Lxp4a5c+fH09PT4YNG8bmzZvZuXMnR44cwcfHBx+fDwtm2traqgGfuOBPXEAoe/bsb83JJcTXQK/X07lzZ5o1a8bYsWOZNm0aXl5eeP3/iNna2poKFSpQuXJlvv32W7755psPHjGXJ09sH+r3341s2BA7qmjkSB2jRmmpVCkH/ftrcXdPeflu3sdoNPLbb7/h5+dHaGgoBoOBdOnSkS1btrdOQblzB3btqsTp04UJCbEhY0aFypWPUqLEedKnf5ag/a+1tTWVKlV673aKouDl5cWSJUtYs2YNvr6+jBgxghEjRuDm5kbbtm2ZMqUFo0bp8fTU8vffWrp31zFokJZ27Yz88IMRV9ePrl6CHD58mAULFhAeHk6VKlXU1BKvrjb65Ikdp04V4ezZgrx4YY2lZRjlyp2iRInzjB/fgQkTzn/U80pfSIj4SpYsyZYtWzh58iTbt2/nzJkznD59Gn9/fy5evCijiL4AExMTOnXqRKdOnRK97K8+QARQtGhRduzYQfny5Tl69Cg///wz06dPV++vVk3h9OkYunTRMXiwjr17NSxYYMDRMQkrLVK0R48eqUMAIXbIf+7cudXVtKZPn8748eOJiYlBr9ezbNmyeB2UDz2jGxlpwunThTlypCRBQXpsbW2oVWsvJUueZ+jQnowfH0xEROK/PvHxXu2ASnL2/+TJk4d+/frRr18/goOD2bdvH3fu3FFzAcRdzM3N1dssLS3JkSNHglcNEeJrkiZNGkaNGkXXrl3ZvHkzBw4c4N9//+Xp06fs2LGDHTt2qNtVqFCBb7/9lsqVK1OkSJH35toyM4MWLRRatDBw/bqBOXM0LFpkRZ06elxdFbp1M9KmjTFFT+OfMGECRqORp0+fsnXrVjX3g06nY+HChW9MFmowaLhxIyfHjxdjyBA9ilKenDlvUbfuHubOrcu0aQdfe444ifl7rtFoKFeuHOXKlWPSpEls2LCBpUuXsn//fvWyZs0aVqxYQffulnTrZuTAAQ1//aXlr7+0zJiho2rV2EBR3bqfJ7HzgwcPGDRoECtXrsTDwwO9Xo+TkxNLly5Vl3qOijJh8WINs2e34c6drGg0Crlz+1K8+C7y5fNGrzcmWn1Sy75ViE9VsmRJSpYsCcQGmx8+fMjp06dlAYwULlkEiObOncv06dN5/PgxBQsWZOzYsV983meePHlYsmQJDRs2ZPbs2XzzzTd899136v0ODrBhg4FZsxQGDtRSvLieOXMM1K0rU87ExwkICKBw4cJUrVoVjUaDg4MDZ86cYdasWfG202g0CV5qOjjYmiFDtEyf3p2ICAucnPyYMiWGu3f/QqdLeCfpTdOavkbvG83zpgDP5wgAfY3SpEmjLuUpxNfkS/xmZM2ale7du9O9e3eMRiMXL17k4MGDasDo+fPnbNu2jW3btgGxyWIrVqyoBowKFCjwzoCRqyuMGxdDq1Y3OHMmH3/9pad3bx1Dh2pp29bIjz9+udEon+Llz6JDhw74+fnx5MkToqOjuX79OkWKFMHe3h4HBwdat24db/vnz204ebIIp04VITg4DZaWYfTpYwTmYm8fe9LI1LTul35JQGzetdatW9O6dWvu3LmDp6cn48aNY/v27dStW5cNGzZga2uLm5uCm5uB+/djp58tWKClWTM9WbPG5pvq2DFxklpHRkYyZMgQ/Pz8MBqNaDQaMmTIgJOTE3q9Hp1Oz717Tpw6VZgLF/ITGaknXTob3N0PUazYBdKmDfn0SgghPohGo1FXW0vNkkPcAmDXrl38888/pE2bltatW+P60s7z2bNntGvXjs2bNyeo7CQPEK1fv56hQ4cyadIkihcvzt9//42HhwcnT54kwxdeW7tWrVr8/vvvDBs2jF69epE/f37Kli2r3q/RQPfuRipWNNK2rZ7GjfUMHGjg99+NqW6ItEh8ERER3L17l5CQEJ49e4alpSXZs2dXcwglBj+/DBw5Uorz5wtgMOhwdX1AxYrHcXa+S8uW/ZgwIfHOoEHiBIwkUCLE6xIShEyJPuR1pkYp4fPVarUUKVKEIkWK0KtXLwwGA+fPn+fAgQMcPHiQw4cPExQUxObNm9VOqL29PZUqVVIDRnnz5n1jHi8LC4VOnQx07gxHjmiYOVPL7NlaZs3S4e4eGyiqXTvpklp/SEA/IiKCx48fkzNnTmrXrg2Aqakp48aNIzIyMt5UPKNRw40bLpw4UVTNhePsfIdatfZToMB1Bg7sw4QJQZ9Ux8SWPXt2hgwZwrfffkuDBg04fPgw1atX559//lH751mywO+/GxkyJHYa4d9/a/ntNx0jRmipXVuhUydjgpeL37lzJ3369FFXsLS2tsbLy4t9+/YRGmrBsWMF8fTUc+VKe/T6GPLnv8HYsXk4ffqvL54G4kP6QnLSSIiUL7nELdasWcOPP/5I1apV8fb2Zu7cuUydOpVmzZoBEBUVxZEjRxJcfpIHiGbNmkW7du1o3bo1ELvs9q5du/D09KRPnz4fXM6MGTN48eIFv/zyC5MmTVJv79u3b7zrcbe9Tb9+/Th79iwbNmygefPmHDlyBCcnp3jbFCgAhw8b6N7dhDFjdNy5A3//HY2kskiYVz+vl5eWNhgMH3X9TT62jE+9/ipFUfjzzz+5evUqRqMRrVbL6NGjMRgMaDQaFEX5pOdUFPDxcebw4dL4+Lig18dQtOgF5s7Nz7Ztq99Zxqe8T28yfvz4eNdfbX9vuv6uOn0u76vT+35D3udLf8c+tAyReOLez7e9r0nxHXu1zOTgY9r/m7zpdX3s9aSQGK87ObbnuIBR7969iYmJ4cyZMxw8eJBDhw5x9OhRAgICWL9+PevXrwcgU6ZMVKxYkVatWlGzZs14dY/7W7Zs7OXBA5g/X8/8+To8PPRkz26kSxcD7dsbSJ/+y77Od733//77Lzdv3uTZs2cAhIeHY2lpScaMGUmbNi09e/Zk0qRJKIpCcLA1f/wB06b9yLNntlhYhFGu3ElKljxHhgyBb32OhFz/XN/7MmXKsHPnTurXr8/Zs2dxc3NjzZo15MmTR91Gp4MmTWIvFy9qWLhQx8qVOrZs0ZMpk0LbtrGfY86c7x91P2bMGO7fv8+zZ8/w8fGhRIkSODpmJTS0AFu2FGfp0szcu+eEomgpXNhI3bq7KVLkEpaWEXz7bV/OnFF4V/P6EvvnN/WFPvXzjLseERHxQcc6r0quv5WpVUrcb6VWb+uvGY2xJ81DQkLinciIS1vwJokVt/hU06dPZ9SoUfzwww8AbNiwgZ49exIZGUnbtm0/uXyN8r5eymcUFRWFk5MTixcvpk6dOurtP/74I8+fP2f58uWvPSYyMpLIyEj1elz13dzcuHfvHmnSpCE4OFi9/9Xrcbe9i6IoPHjwgKioKMzMzHBycnrrSjZPn+p59kyPubmRTJmi0WplytnHetfn9bHX3+RTy/yUOiiKQkxMDM+fP8fGxgatVouJiUmiPWdkpDlhYZYYDHo0GiMWFuFYWISj0Ri/6Ot8m8R4zsSQEl/35/ieiw+T1L8pH+JraVtJ1ZbeJzm+7qSmKAqRkZGEh4erKwq+3MW0tLTE3t7+rYma/ysHQkN1PH+uIzJSi0YD1tYGbG0NmJp++ijYN/UJ3/XeWltbExISop7MidufQ2yOIUtLS6KiotTtzc3TEhQURXS0KVFRsWcO9fpoLCzCMTOLBF7vJ36J7/mnfkeio6Px8/MjJiYGiH1f0qZN+9ZE/3GfY0iIjvDw2CE95uZG0qQxYGlpRKNRXht9HxwcTFRUFIqioCh6DAYLDAYLoqNNUZTYjXW6GExNozAzi8TOziLF/KYkVT/0U8oUH+Zjf1M+12eRFM/5JlmzZv2ohXSSilarJVu2bJQuXTreqre//PILAwcOfG37hMQtPpcsWbJw5MgRsmfPrt7277//0qpVK37//Xfq1q1Lvnz5CAwMfEcpb5ekASI/Pz/y58/Pzp07KVWqlHr7sGHDOHr0KHv27HntMWPGjGHs2LHqdWtray5dukSnTp04d+4cpqamH7TU96tefgPTp09PQEAAkZGRKIqCTqeLtwNMnz59vO11uvT4+WnQ6QykTfscB4d07/1AXi0jsa9/iKSow5sekxoZjUYeP36sJqHW6XRkzJgRW1vbRCk/MhIePdIQFgampmBnp2Bry0cPq1YUhaioqAS3my8hId8x8WE+R3tOCb9jiSEltB3xdUkObevl63Z2dgQEBGAwGDAYDAQHB5MmTRr0ej1arfaNuYpeLcPSMj2PHkUSERG70qaFBZiYhGBmFolGk7DflPf9BoSGhhIUFERoaKh6hvllGo0GW1tb7OzsMDMzIzoaQkMhNFRDaCjEnaTW68HGBtKlU3jLyehk533vZUBAANHR0RgMBkJCQrCxsUGn06HX68mQIcNbv2MGg5bwcHMiIswxGl/93OMCRUYUxQgY0Wh0KEpsIFGvBysrsLJSsLLisyTBTimSer+TWvsIr0rs35SUKqGft52dHW3btk02I6EMBgM+Pj7kypXrlam/RqKjowE+aARRQuIWn0u+fPlYsmSJmiA8zpEjR2jRogU//PADkydPTnCAKMX9zPbp04du3bqp1+PiW0uXLlWXu/zQJVhf9qa5wMHBwfj4+LB27Vr69Omjzi1801zhLl3Ws3x5Q6Kiolm0yIy9exM/ie3HXP8QSVGHr2Ge9datW+nVq5caHGrdujXjx4/H3t7+k8uOiIBx47SMG6fF1BQmTDDSrZsxwR0mg8HA9evXE9xukgNJnJ1wn6M9p4TfscSQGtqOSN2SUx8hIiKCQ4cOqQdSer0eW1tb0qRJowaN3lXGixcWnDr1DVevVubePQ02NiGUKnWOhQvL4On5ae09IiKCBw8esGPHDv7++2/u3r372jY2NjZkzJiR5s2b06xZdy5ezMD+/Vr279fg6xt7YJEunUK9egpVqii4uRnJk4cUn5/ybZ9nWFgY169fjxdACwgIoEGDBu8ceWA0avDxceb+/UwYDHqKFCnF/v1eBAdHYTDoefgwkHz5iuLsnJ3y5cHd3UjBgin/fUwsyW2/8zn6X5+jjyASx8f2CZPDd/RlOp0uXp00Gg3R0dHqDI+UpFixYuzZs+e1AFH58uVZsWIFLVq0+KTykzRAlD59enQ6HU+ePIl3+5MnT3BwcHjjY16N6hmNRkJCPs8qBWnSpFEzsd+7dw8LCwusra3fuG2ePL506bKMxYubUqWKniZNcuLqevOz1EskT/7+/vTt25c1a9YA4OzszIwZM6hWrVqilL9/v4bu3XX4+Gho0MDI5MkGsmRJlKJTNNn5J9zX8t59La9TiOTK3NycnTt3MmTIEO7fv090dDSBgYEEBgai0WiwsbHB0dHxrY+3tg7n22+92LixPN9/vxkvr+Ls3VuRnDkV8uWrT9myp8mSJXYp+Xe193v37rF371727t3L1atXefjwIQEBAfG2sbJKS+PGXahWrRUmJpkJD7chKEjP7duwebOWUaNioxUWFgoVKsSu2lWlipEiRUiypNqfy9veS0tLS5YtW8Yff/yBv78/gYGBHDx4EHt7e6ysrMiUKRO2travjXLRahXy5PElTx5fwsPD2batN+fPnwagWrVq7N07i+zZswKJu6CG+Dw+x7711TLfd118Oa++9x8brEvpEhK3+Fy6devG8ePH33hfhQoVWLFiBStXrkxw+UkaIDI1NeWbb77h4MGD6lw+o9HIoUOH6Ny58xety9t+cDJmzEizZs0wGAz4+vqSN2/et5bh5OTPjz8u4Z9/urF0aRPq199JqVLnPlONRXJy9+5dypcvj7+/P1qtlp9++olff/0VKyurTy778WMYMEDH8uVasmZVWLcuhnr1JNeV+Pw+pCP2sZ016dwJ8XXSaDTY2dmRNm1agoKCCA8PJzg4WP0bHBxMw4YNKV68OBYWFm8sQ6+HAgVuUKDADfz97YmI6MTChbm5cKEAGo2R2bM1ZM2qkC0bZM2q4OAQTlDQOW7e3M+xY17cvRsOOAAZAI///3VAq82IiUlmdDpHQkPNWboUli6N/9w6nUKpUgqDBxupUkWhdOmUM3XsczE3Nyd79uw4Ojri6OjIo0ePCA0N5ebNm5ibm5MpUybs7OziBYoUReHRo0f4+flx+vRp0qZNy/jx42nXrp1M1xVCJFvJKW5Rvnx5ypcv/9b7K1asSMWKFdXrkydPplOnTh+c6iTJp5h169aNbt26UbRoUYoVK8Zff/1FaGiomh08OZg9eza9evUiLCwMX19fIiIi3rpt2rTBHDgQQ5kyD9i4sRbPnqWhWrVDMjw2FQsPD6dZs2b4+/uTN29eFi9eTNGiRT+5XKMRFi3SMGiQjuBg6NPHwK+/GnnLIDYhPlliBG+Sw9k+CUIJkXxpNBosLS2xs7MjS5YsREZG8ujRIwIDA9m2bRsWFhbY2dm9toLsqzJmDKBfPyMjR2rYsCEGb28Nt28buXIllK1bNbx4YQ1YAxX+f3mdlZUBe3uFTJm0ZMjA/y+G//9V1L8ODmBvj6xW+xampqZMnDiRMWPG8PjxYx4/fkxERAS3b9/Gz88Pa2troqOjiYyMVJNQA9SrV4/p06e/97MWQiQ/b+prpfb+V0qIW7zJ5MmTadSoUcoJEDVu3JiAgAD+/PNPHj9+TKFChVi7du0XH6r1LlZWVri4uHDt2jVCQ0Pp3r07+fLle+v2adNChw6r2LChNgcOlCcoKC0eHlvR62WZ6dRGURR69OjBmTNnSJ8+PVu2bImXUT6hLl+GHj10HDmipVQpIzNnGihSJBEqLEQy876A0ocMYU7tHRIhEiIx2tanPseHMDMzI3v27GTMmJEmTZqgKApPnz4lKCiIn376iYwZM2JiYvLGxyqKwsOHV3nxYi9Xruzl0KFDvHjx4v/3mgBZyJy5PHnyuFOgQD7Kl3fF2dlSDQaZm8eVJP2zD/G+z1ev1+Pk5ETGjBl58uQJ/v7+8VYfXrduHRA7On/ixIk0bdpURg0JIVKMlBC3eJOPXZMsyQNEAF26dKFLly5JXY13MjMzw9nZGR8fH5YuXcpPP/30zi+DXm+kSZN/SJv2Ofv3VyA42Jo2bdZjYfH20Udfi9R0MPf333+zdOlStFoty5cv/+TgUFgY/PmnlkmTtFhawrRpBr7/3pjq8hoI8aFS0++FECnd55xSam5uzvLlyxkxYgQPHjwgODiYWbNm0bRpUzJkyICZmRmLFi0ic+bMREVFcfDgQZydnXn48GG8cuzt7alSpQpVq1alSpUqiXLSRrzZ2z5fnU5HpkyZcHBw4OnTp0RHR2NqasrevXvJnj07mTNnTnYJbIUQ4kOkhLjFp0oWAaLk6E07vZeTVt+/fx8LCwtsbGzeWoZGA9Wq/Uu6dM/ZuLEWf//dlg4dVpMu3fPPVm/x5Rw+fJiff/4ZgDFjxuDm5vZJ5V2+DB4eenx9NTRtamTCBAPvyNkphBBCJNiHjChK7ABtv3793rsSk6WlJblz5yYkJISSJUtiNBrx9/cHYofJv8rc3JwKFSpQtWpVqlatSuHChVPcijSphQT0hRAi5ZMA0UfKmDEjrVq1IjIyEl9f33dONYtTosQF0qQJYfnyRkyf3pGaNQ9glAUaUrT79+/TokULYmJiaN68Ob179/6k8q5cgRo19BiNsGVLDDVqSBJqIYQQX05yObh/uR7Dhw9n06ZNbN68mdDQUGrXrk1kZCRGo5ESJUpQtWpVypUrh/l/c8WEEEII8QkkQPSBXu6whIeH06NHD8LCwrh58yZhYWHvfXyePLf48cfFbNhQm40ba1GlipGZM/tRoMCbn+NN10XyEBkZSfPmzdW5p7Nnz/6kOfTXrv0XHNq5M4ZChRKxskIIIUQKpdFoaNiwIQ0bNkzqqgghhBBfBRmDmwAWFhbkzJkTvV5PWFgYXbt2/aDHZcwYSJcuS2nQYAeXLmkoVUrPsGFawsM/c4VFolEUhV69enHy5EnSpUvHmjVrsLS0THB5169D9ep6YmJg+3YJDgkhhBBCCCGESBxlypT5qJG2MoIogUxNTXFxccHb25uVK1eSMWNGMmbM+N7HabVQuvRZpk2rSt++OsaM0bF2rZYZMwxUqZL6phWltlFQ8+bNY+HChWi1Wjw9PXFxcUlwWTduxAaHoqJgx44YWaVMCCGEEEIIIUSiWbNmzUdtLyOIPoGNjQ1ZsmQBUFfc+FCOjrBihYGNG2OIjoaaNfV07KjjyZMPf/5+/fqpF/H5HTt2jJ9++gmAkSNHUq1atQSX5e0dGxyKiIgdOfTNN4lTRyGEEEIIIYQQqVN0dDTDhg2jWLFiVK1aFU9Pz3j3P378mPTp0ye4fBlB9IkcHBxo3749L1684NatW7i6ugIfPnKmdm2FypVjGDFCy7RpWnbs0DN2rIG2bRVeTWvzvjI/ZEUSkTB+fn40b96c6OhoGjdu/ElBOR+f2OBQWFjsyKGiRROxokIIIYQQQgghUqWJEyeyatUqevTowfPnzxkyZAinTp1iypQp6jaKkvCZSRIgSqCXAwQRERH06NGD0NBQLl++TP78+SlXrhzlypWjZs2aODk5vbMsKysYO9ZIixZGunXT0bmznqVLjcyYYeD/8SaRhKKiomjRogV+fn7kz5+fefPmJTgpta9vbHDoxQvYscNAsWKJXFkhhBBCCCGEEKnSmjVrmDp1KjVr1gSgVatWNG3alO7duzNjxgyAT1pASaaYJQJzc3NcXFywtrYGwMfHhyVLltC1a1fy5cvH+PHjiY6Ofm85RYvC4cMGJk0ycPq0huLF9fzxh5bIyM/9CsS7/Pzzz3h5eWFra8vatWvVz/lj3b4dGxwKDobt2w0UL576ck4JIYQQQgghhPg84gYtxHFxcWHLli2cOHGCH374AYPB8EnlS4AokQwePJi5c+cya9YsNm3axIABAyhatCjh4eEMGTKEkiVLcvToUSA2X9GyZcvo0qULbdq0YdOmTWoASaeDHj2MXLgQQ82aCiNG6ChRQs+//yY8CigSbuHCheoy9osXLyZXrlwJKicoCOrW1RMUBNu2GShRQoJDQgghhBBCCCE+nIODA7du3Yp3m5OTE5s3b+bs2bN07979k8qXKWaJLF26dNSqVYtatWoxcuRIli5dyi+//MKVK1f49ttvcXZ2fu0DXb16NY6OjrRt25ZOnTrh4uJCliywdq2BTZuM/PSTjqpV9XTsaGT0aAN2dgmrW2Iks361jPddT8lOnjxJz549Afjtt9+oXbt2gsqJioJmzXT4+sKWLQZKlZLgkBBCCCGEEEKIj1OpUiXWrl1L5cqV493u6OjIpk2bqFev3ieVLwGiz0ij0dCuXTvq1KnDoEGDWLRoEbdu3UKr1fLNN9/w7bffAuDp6Ymfnx/jxo1j3LhxVKlShU6dOtGgQQMaNDDDzS2G4cO1zJyp5Z9/9MybZ6BWrc8TZEjNAZ+P4e/vT7NmzYiKiqJ+/foMHDgwQeUoCnTtquPgQS1//x1D1aoSHBJCCCGEEEII8fH69euHt7f3G+9zcnLin3/+4cCBAwkuX6N8SorrZMBoNBISEoKJiQne3t64urqi0+mSulpvdOHCBR48eEDZsmVJmzatentUVBT//PMPCxYsYPfu3WrWcXt7e9q2bcvQoUOxsbHh1CkNnTrpuH4dhg0zMmiQEe0nThJ8eaWzrzUY9Kro6Ghq1KjB4cOHcXV15ciRI6RJkyZBZY0apeX333X0729g1ChjItf00xkMBq5fv56s240QyZG0HSESRtqOEAkjbUeIj/e2dmM0GomIiMDGxgbtpx5QpzIygugLKly4MIULF37tdlNTUxo3bkzjxo25ffs2ixYtYvHixTx48IDJkyfz4MEDPD09KVFC4ciRGL7/Xsfvv+s4dUrDokUGbG0TXicJCr3ul19+4fDhw9jY2LB27doEB4eWL9fw++86PDyMjByZ/IJDQgghhBBCCCFSj2fPnrFjxw5atGiRoMdLuCyZyZEjB8OHD8fb25vly5ej1WpZvXo127dvB8DGBlasMDB6tIHt2zWULavn8uUkrnQqsnTpUnV5wEWLFuHq6pqgcg4f1tCli47SpY0sWGD45JFeQgghhBBCCCHEu9y7d++TElXLYWsypdfradKkCb179wagZ8+evHjxAgCNBn7+2cjWrQaCgqBCBT1r18oqZ5/qzJkzamMaMmRIghN83bgBTZroyJwZ1q0zYGGRmLUUQgghhBBCCPE1Cg4OfuclLmaQUDLFLJkbNmwYGzZs4Pbt2/z++++MHz9eva9qVYVjx2Jo1kxPq1Z6Tp82MHKkEb18qh/tyZMnNGvWjIiICGrXrs2vv/6aoHICAqBhQz1GI2zaFIODQyJXVAghhBBCCCHEVylHjhxoNG8fHKIoyjvvfx8JJSRzVlZWTJ8+nXr16jF9+nRatGhB8eLF1fuzZ4cDB2Lo2VPHxIk6zp7V4OlpwN4+CSudwsTExNC6dWvu3r1Lrly5WLRoUYKSlUVExI4cunMHtm0zkDfvZ6isEEIIIYQQQoivkrW1NT///DMlSpR44/03b96kT58+CS5fAkQpQI0aNWjRogUrV66ka9eueHl5oX9pmJCFBcyda6BkSYW+fbXUqKFn376YT0pe/TUZPHgwBw4cwNramrVr18ZbYe5DKQp8/72Oo0e1zJsXQ+XKKXpxQCGEEEIIIYQQyUyRIkUAKF++/BvvT5MmDZ+yUL3kIEohJkyYQLp06Th//jwNGjRgy5YtxMTEqPdrNPDDD0ZWrzZw+TI0baojMjIJK5xCrFixgilTpgAwf/588ufPn6Byfv9dy6pVWgYPNtCunQSHhBBCCCGEEEIkriZNmmBubv7W+zNmzMgvv/yS4PIlQJRCODg4MHXqVDQaDbt378bDwwMXFxcGDx7Mw4cP1e3q1FGYOdPAgQNavvtOh1FWV3+r8+fP07VrVyB2aftGjRolqJwlSzT8+aeOFi2M/PabvOFCCCGEEEIIIRJf+/bt+eGHH956v4ODgwSIvhYtWrTg3Llz9OnThwwZMvDo0SMmTJhA+fLl8fb2Vrf77juFoUMNrF6tZdAg+YjfJDAwkGbNmhEeHk716tUZPnx4gsrZv19D1646ypc3MneugU/IByaEEEIIIYQQQiSacuXKcf/+/Q/eXqIHKUy+fPkYO3Yst27dYvXq1bi6uvLgwQOqVavG9evX1e1+/dVIp05GJk/WMXWqfMwvMxgMtG3bllu3buHi4sKSJUvQ6XQfXc7Vq9C8uY4cOWDtWgNmZolfVyGEEEIIIYQQIiHu3bsXLzXN+0jkIIUyNTWlYcOG7N27l/z58/Pw4UOqV6/OtWvXgNicRDNmGKhd20j//jpWr5ahLXF+/fVX9uzZg6WlJatXr8bOzu6jy/D3j13OXquNXc4+ffrPUFEhhBBCCCGEEOILkQBRCufg4MDu3bspWLAgfn5+VKtWjatXrwKg18OyZQZKljTSqZOOAwckSLRmzRomTJgAwJw5cyhcuPBHlxEWBo0b63jwIHbkUO7ciV1LIYQQQgghhBDiy5IAUSqQIUMGdu3aReHChfH396dRo0ZER0cDYGUFGzcayJYNmjTRcfFiElc2CV28eJHvv/8egL59+9KsWbOPLsNggHbtdJw8qWXBAgMVKsiKZUIIIYQQQgghUj4JEKUS9vb27Ny5kwwZMuDr68uqVavU+zJkgH/+icHcHOrV03P3bhJWNIkEBQXRrFkzwsLCqFq1Kn/88UeCyhkwQMvmzVpGjTLQrJkEh4QQQgghhBBCpA4SIEpF0qdPT8+ePQGYMGECxpfWuHdxgc2bY3j+HOrW1fP0aVLV8stSFIX9+/dTq1Ytbt68Sfbs2fH09ESv1390WdOna5k+XUfnzgb69ZPl7IUQQgghhBBCpB4SIEplunbtio2NDVeuXGHr1q3x7itWDFauNODjAx4eOiIikqiSX0BcYKhq1arUqFGDM2fOYGNjw+rVq0mfgIzSmzZp6NdPS40aRqZNM8py9kIIIYQQQgghkrVJkyaRIUOGD95eAkSpTNq0afnhhx8AGDduHIoSfxpUjRoKf/9t4MgRLe3a6TAYkqKWn8+rgaHDhw9jZmZGjx49uHjxIkWLFv3oMk+e1NCunY7ChWH5cgMJGHwkhBBCCCGEEEJ8MqPRiKenJ82bN6ds2bKUK1eOli1bsnLlyteO/5s2bYqVldUHly0BolSoV69emJmZcfz4cQ4dOvTa/e3aKYwcaWDjRi19+2pRUkEqnXcFhq5fv86kSZNwcnL66HJ9faFhQx3p08PGjTHY2HyGygshhBBCCCGEEO+hKAotW7akV69e+Pn5kT9/fvLmzcu9e/fo1q0bbdq0+aTyZSxEKpQpUyY6duzI33//zbhx46hcufJr2wwYYOTBA/jrLx1ZskD//ikvp05oaCheXl4cPHiQPXv2cPr0aQDMzMz4/vvv6devX4KCQnGePoX69fVERMD27TFkzpxYNRdCCCGEEEIIIT7O8uXL8fLyYtOmTVSsWDHefYcOHaJNmzasXLmSFi1aJKh8CRClUn379mXu3Lns3r2bM2fOUKxYsXj3azQwebIRPz8NQ4bocHRUaNMmZQwlevjwIZ07d+bAgQPExMSotydWYAggMhKaNtXh6wubNxsoXPhTay2EEEIIIYQQQiTcunXr6NOnz2vBIYBKlSrRu3dv1qxZk+AAkUwxS6Vy5MhB8+bNARg+fDjPnj17bRudDpYsMVCunJEuXXTs3p38My+HhobSqFEj9uzZQ0xMDNmyZaNNmzbMnTsXb2/vBE8le5nRCN9/r+Pff7XMmmXA3T1lBM6EEEIIIYQQQqRely9fxt3d/a33V6tWjUuXLiW4fAkQpWL9+/cHYMeOHWTLlo327duzf/9+jMb/ppNZWMD69QZy5oTmzXWcPZtUtX0/g8FAu3btOHv2LPb29pw6dQpvb28WLFhA+/btyZQpU6I8z2+/aVm5UsugQQY6dJDgkBBCCCGEEEKIpBcUFPTOVckyZMjwxsEhH0oCRKlYgQIF8PT0pECBAkRERLBixQpq1KhB6dKlCQoKUrezs4N//olNwFy/vp5bt5Kw0u8wZMgQtmzZgpmZGevWraNw4cJoEnm9+QULNIwdq6NVKyPDh6e8vExCCCGEEEIIIVIng8GA/h3Laut0unhpWD6W5CBK5Zo1a0bTpk05c+YMCxcuZMWKFZw/f54xY8YwduxYdbvs2WHz5hiqVtVTp46eQ4disLdPwoq/Yv78+UyaNAmAuXPnUrZs2UR/jl27NHTvrqNyZSOzZxtI5NiTEEIIIYQQQgiRYIqi0K1bN8zMzN54f2Rk5CeVLyOIvgIajYbixYszY8YMli1bBsDMmTPx9fWNt12RIrBmjYE7d2KXdg8LS4ravm7v3r307NkTgGHDhiU44da7HDumoWVLHblywerVBt7S3oQQQgghhBBCiCTRokULMmTIQJo0ad54yZAhwycdL8sIoq9MjRo1cHd3Z8+ePQwZMoQVK1bEu9/NTWH+fAPt2ulp3To2YPSOEWyf3dWrV2nRogUxMTG0bNmSIUOGJPpzrF6t4bvvdGTMGDuKKl26RH8KIYQQQgghhBDik8yaNeuzli8jiL4yGo2GMWPGoNFoWLduHV5eXq9t06KFwtixBrZu1dKzpw4lifI0P3nyhIYNG/L8+XPKlSvH7NmzEzXnkKLAn39qadNGT6FCCocPx+DsnGjFCyGEEEIIIYQQicZgMHDp0iXCw8Nfuy8sLIxLly7FW5TqY0mA6CtUuHBhOnToAMCAAQNQ3hAB6tPHSO/eBubP1zJq1Jf/mkRERNCkSRNu3bqFi4sLa9aswdzcPNHKj4yETp10DB+uo3FjI3v2GEikRdCEEEIIIYQQQohEt2rVKnr27Impqelr95mamtKzZ0/WrFmT4PIlQPSVGj58OFZWVhw/fvytX6CxY400aWJkxAgdCxd+uYzNiqLQpUsXvLy8sLW1ZePGje9cyu9jBQZCrVo6li3T0r+/geXLDVhaJlrxQgghhBBCCCFEolu6dCk9evRAp9O9dp9er6dXr14sXrw4weVLgOgr5ejoyM8//wzA0KFDCQwMfG0brRYWLjRQubKRbt10bNv2+YNEiqIwaNAgVq5ciV6vZ9WqVeTNmzfRyr9xAypW1HPsmIa5c2MYNcqIVlqBEEIIIYQQQohkzsfHh5IlS771/mLFinHjxo0Ely+Hxl+xPn364OTkxO3bt8mbNy+TJk0iIiIi3jZmZrGJqvPlg5YtdZw48fmCRHHBobjl7GfOnEmVKlUSrfyDBzVUrKgnMBC2bTPQvn0SJVcSQgghhBBCCCE+UlhYGMHBwW+9PyQk5I35iT6UBIi+YlZWVqxfv57ChQvz/PlzBg4cSOHChVm1alW8vERp08KWLTHY20PDhjq8vRO/Lq8Gh6ZNm0bHjh0TpWyDAWbM0FK7tg47Ozh0KIZvv5XgkBBCCCGEEEKIlMPFxYUTJ0689f5jx47h4uKS4PIlQPSVK1asGMePH2fevHnqaKK2bdvSq1eveNnPM2eOXQI+Jgbq1tXj7594dVAUhYEDB6rBoenTp9O1a9dEKfvCBahcWUffvjrKl1f4998YXF0TpWghhBBCCCGEEEJ19+5devbsSZEiRXB0dKRo0aKMHj2aqKioeNtdunSJWrVqkSlTJgoUKMDUqVM/qPwmTZowatQoLl269Np9Fy9eZPTo0TRp0iTB9dcn+JEi1dDpdLRr1w4PDw8mTpzIqFGjmD17NgaDgRkzZqD9f5KeAgVg/XoDtWrpqF9fz549MdjYfPrzjx49msmTJwMwY8YMunTp8sllhoXByJFapkzRYmMDf/8dQ4cOiuQbEkIIIYQQQgjxWdy4cQOj0cjkyZNxcXHhypUr/PTTT4SFhTFy5EgAgoOD8fDwoHLlykyaNIkrV67Qs2dPbG1t1dXG36Zbt27s2bMHNzc3KleuTJ48edTnPXjwIKVLl6Zbt24Jrr8EiITKysqKYcOG4ezsTOfOnZk3bx4Gg4G//vpLDRJVqKCweLGBli11tGypY8MGAyYmCX/Oy5cv88cffwCx08oSIzi0a5eGnj113LqloUULI+PHG8iY8ZOLFUIIIYQQQggh3srd3R13d3f1eo4cOfDx8WHBggVqgGjNmjVERUUxY8YMTE1NyZcvHxcvXmTWrFnvDRCZmJiwfv16Zs2axdq1a/Hy8kJRFHLmzMnQoUP58ccfMfmEA/RUEyAyGAzx/oqEa9WqFRqNhs6dO7Nw4UJiYmL466+/1KX0GjSAiRMV+vY1oUsXhblzo9EkIHe1oij06NGDmJgY6taty/fff/9Jn5+/PwwYYMLq1Tpy5DCyeXM01arFTpOTr8WbSbsRImGk7QiRMNJ2hEgYaTtCfLy3tZu4VCohISFoXjqQNTMzw8zMLNHrERwcTLp06dTrJ0+epFy5cpiamqq3Va1alalTp/Ls2TPSpk37zvJMTEzo3bs3vXv3fuP9V65cIX/+/Amqa6oJEN2+fRuIXfZNfLpixYrx559/MmTIEJYuXcqFCxcYOHAg+fLlA6BKFejY0ZGFCx0wNw+gZ89HH/0cmzZt4siRI5ibm9OtWzeuX7+eoLoajbBxox2TJzsSFqalY8fHdOnyCAsLhQQW+dWRdiNEwkjbESJhpO0IkTDSdoT4eK+2G61WS7Zs2ShdujT+LyXX/eWXXxg4cGCiPrevry9z5sxRRw8BPH78mGzZssXbLkOGDAD4+/u/N0D0JiEhIaxbt46lS5dy7tw5AgMDE1TfVBMgypEjB76+vuTKlUsd6SI+jaurK1mzZuX777/n/PnztGrVik6dOvHbb7+RIUMGZs6EyEgD8+dnpEABO3788cPPaAQGBjJt2jQAfv31V9zc3BJUx2vXNPTsacKRI1pKljQyc2YUhQqlAdIkqLyvjcFgwMfHR9qNEB9J2o4QCSNtR4iEkbYjxMd7W7sxGo1ER0dz/Pjx10YQvc3w4cPfm0j6+PHjak4ggIcPH9KkSRMaNmxI+/btP+GVvN2RI0dYunQp//zzD5kyZaJu3bqMHz8+weWlmgBR3Aeu0+nkRzMRNW3alLJlyzJ48GBWrlzJ/PnzWbduHVOnTqVly5bMmWMkIEBD374mpE2roU2bD1s+/tdffyUwMJACBQrw008/ffRnFhEBY8ZoGT9ei4UFTJtm4Pvvjeh0koU6IaTdCJEw0naESBhpO0IkjLQdIT7eq+1Go9EQHR2NjY2Nmmv3fXr06EGrVq3euU2OHDnU//38/Khfvz6lSpViypQp8bZzcHDgyZMn8W6Lu57xA5Ln+vv7s3z5cjw9PQkJCaFhw4ZERkbi6elJ3rx5P+j1vE2qCRCJzydLliwsWbKEH374gZ9++onz58/Tvn17/Pz86Nu3L6tWGahTB77/Xoe1tYGGDd8dJDpy5AgLFy4EYObMmR+dROvAAQ3du+vw9tbQqJGRyZMNODkl+OUJIYQQQgghhBBvZW9vj729/Qdt+/DhQ+rXr0+RIkWYOXPma0GokiVL8scffxAdHa0eC+/fv5/cuXO/d3pZixYtOHr0KNWrV+fPP//E3d0dnU6nHl9/KhluIT5Y+fLlOXbsGD/99BMAAwcOZMCAAVhYGNm0yUChQtCmjY49e96esXrXrl00b94cgE6dOlGuXLkPfv7AQOjcWUf16noiImD9+hhWrZLgkBBCCCGEEEKIpPfw4UPq1atHlixZGDlyJAEBAfj7+8fLddSkSRNMTU3p2bMnV69eZf369cyePfuDlqffs2cPbdu2ZdCgQdSoUSPRRxRKgEh8FJ1Ox7hx4xgzZgwAU6ZMoWPHjlhYRLF1awzOztCkiY7Dh+MHiaKiovjll1+oW7cujx8/pmDBgvz5558f9JyKAp6eGgoV0uPpqaFXLwPnz8dQt+6HTWcTQgghhBBCCCE+twMHDuDr68vBgwcpUKAAefPmVS9xbG1tWbduHXfu3MHNzY1ff/2V/v37v3eJe4Dt27fz4sUL3NzccHd3Z86cOQlOSP0mEiASCdK3b18WLFiAXq9nxYoVNGrUCAuLF2zfHoODA1SvrmPMGC0GA3h7e1OpUiUmT54MwI8//siRI0ews7N77/N4e0OtWjo6ddKTJQscPRrDhAlGrK0/9ysUQgghhBBCCCE+XKtWrQgKCnrj5WUFCxZk+/btPHr0iMuXL6uzdN6nZMmSTJ06latXr9KhQwfWr19Pvnz5MBqNHDhwgJCQkE+q/2cJEN29e5eePXtSpEgRHB0dKVq0KKNHjyYqKiredpcuXaJWrVpkypSJAgUKvDcruEhe2rRpw4YNG7C0tGT37t1Ur14dM7MnHDkSQ82aCsOG6ShcOJASJZpw5swZ7OzsWLt2LVOnTsXCwuKdZUdFwejRWooV03P8uIbx4w0cPRpDsWJf6MUJIYQQQgghhBDJkJWVFW3atGHHjh0cOXKE7t27M2XKFPLkyUPLli0TXO5nCRDduHEDo9HI5MmT8fLyYtSoUSxcuJCRI0eq2wQHB+Ph4UHWrFnZv38/I0aMYOzYsSxatOhzVEl8JjVq1GDXrl2kT5+eU6dOUblyZV68uMXChUGUKDEXb28bwsO9yJVrEvv3n6Z+/fpvLevhQ9i8WcNvv2kpUULPb7/pqFpV4dy5GHr3NqKXlOpCCCGEEEIIIYQqd+7cjBgxgsuXLzN//nw0mrfnBH6fz3LI7e7ujru7u3o9R44c+Pj4sGDBAjVItGbNGqKiopgxYwampqbky5ePixcvMmvWrA+aeyeSj1KlSnHgwAHq1q2Lj48PlStXxsLCglu3bqHVTsLRcQ8+Pn0oXVqhXj2FVq2MlCypcP68hlOnYi+nT2t4+PC/L3K+fAorVsTQuLHCJ3y/hRBCCCGEEEKIVKFHjx7v3eZDUrm8zRcbkxEcHEy6dOnU6ydPnqRcuXKYmpqqt1WtWpWpU6fy7Nmzty7vFhkZSWRkpHpdUSRRcXLg6urKwYMHqVu3LpcuXQIge/bsLFkym9KlHTh8OIZly7SsW6dhzZr4X7vs2RXKlFEoXtxIiRIKxYop2NomxasQQgghhBBCCCGSp+XLl5M1a1YKFy781lhIshtB9CpfX1/mzJkTb4rZ48ePyZYtW7ztMmTIAIC/v/9bA0STJ09m7Nix6nVra2s1ICGSlpOTE/v27aN3795YW1szatQo9XOsVEmhUiUDU6bA1q0afHw0FCmiULy4goNDklZbCCGEEEIIIYRI9jp16qSugNa6dWuaNWsWbyDOp/qoANHw4cPfm0j6+PHj5MmTR73+8OFDmjRpQsOGDWnfvn3CavmSPn360K1bN/W6jCBKXtKmTcvixYvfer+FBTRpogDyuQkhhBBCCCGEEB9qwoQJjBo1ii1btrBs2TJGjBhB9erVadOmDVWqVPmk0UPwkQGiHj160KpVq3dukyNHDvV/Pz8/6tevT6lSpZgyZUq87RwcHHjy5Em82+KuZ8yY8a3lm5mZYWZmpl43Go2fvJSbEEIIIYQQQgghRHJnZmZGkyZNaNKkCXfv3mXFihX069ePmJgYvLy8sLa2TnDZHxUgsre3x97e/oO2ffjwIfXr16dIkSLMnDkTrTb+gmklS5bkjz/+IDo6GhMTEwD2799P7ty53zq97E2MRqP6V6vVYjQaPzlqJsTXQtqNEAkjbUeIhJG2I0TCSNsR4uO9rd28GkNIybRaLRqNBkVR1Nf1KTTKZ5ij9fDhQ+rVq0fWrFmZNWsWOp1OvS9udNDz588pVaoUbm5u9O7dm6tXr9KzZ09GjRr1UauYxcTEEBoamtgvQQghhBBCCCGEEKmUlZUVev0XW7cr0URGRqpTzI4dO0aNGjVo1aoV7u7unxzw+iwBouXLl9O9e/c33hcUFKT+f+nSJfr378/Zs2dJnz4933//PT/99NNHPVdMTAwAoaGhlC5dmuPHj2NjY5PgugvxNQkJCZF2I0QCSNsRImGk7QiRMNJ2hPh4b2s3L4+0SWkBop9//pn169eTOXNm2rRpQ9OmTUmfPn2ilf9ZAkRJITg4mOzZs3Pnzh3SpEmT1NURIkWQdiNEwkjbESJhpO0IkTDSdoT4eKmx3djZ2ZElSxYKFy78zummS5cuTVD5KStcJoQQQgghhBBCCPEVatGixWfNQyYBIiGEEEIIIYQQQohkbtasWZ+1/JSdsvslZmZm/PLLL5iZmSV1VYRIMaTdCJEw0naESBhpO0IkjLQdIT6etJuPl2pyEAkhhBBCCCGEEEKIhEk1I4iEEEIIIYQQQgghRMJIgEgIIYQQQgghhBDiKycBIiGEEEIIIYQQQoivnASIhBBCCCGEEEIIIb5yEiASQgghhBBCCCGE+MpJgEgIkWRkEUUhhBBCCCGESB70SV2BlCg0NJT169ezY8cOsmfPTsuWLSlUqBCKoqDRaJK6ekIkK3HtIiQkhPXr13PgwAHy5s1Ly5YtyZYtm7QbIT7Ao0ePOHDgADY2NtSsWROdTidtR4j3kP6aEAnn7+/Pnj170Ol01K5dmzRp0kjbEeI9nj59yrZt27h//z49evTA2to6qav00TSKnML/aL/99hu7du2iYsWK3L9/n71797J+/XrKly+f1FUTIllSFIUePXpw9uxZypYty+XLl/Hx8WHbtm3kyZMnqasnRLI2efJkpk+fTsaMGVEUhbRp07Jq1SpsbW2TumpCJGvSXxMiYZYtW8bw4cOxt7fH1NSU8PBw1q5dS7Zs2ZK6akIkSwaDgW3btjF9+nTu3r3L48ePOXz4MPnz50/qqn00mWL2FidPnmTlypXcuXMn3u2XLl1i/vz5DBw4kHHjxrF8+XKqVavG2LFjuXLlShLVVojk4dSpU2zatInAwMB4t+/du5d//vmHcePGMXHiRDZv3kyOHDkYPXo0Dx48SKLaCpG83L17F4PBEO+2q1evMnv2bP7880+8vLyYO3cu9+7d4/fff+fp06dJVFMhkg/prwmRcL6+voSGhsa77eHDh/z555/06dMHLy8vli9fjpmZGUOGDOHu3btJVFMhko83He/odDrCw8OpWbMma9euxcHBgRMnTiRhLRPuqw8QvTyA6smTJ/z5558ULFiQDh06sGDBAurVq8fSpUuJjo4G4ODBg+TPn59ixYqpj+vcuTPR0dHs3Lnzi9dfiKTwcru5f/8+w4YNI2/evLRv357JkydTu3ZtduzYoW6zf/9+ihUrRpEiRQAwNTWla9eu3Lt3j3///fe1MoX4GkRERLB582Y8PDzImTMnzZo1o2vXrly8eFHdZuvWrWTOnJmKFSsCUKhQIX7++WfOnz/P0aNHAWk74usg/TUhPl1UVBTbt2+nWbNmODs707x5czp27MihQ4fUbf7991/SpUtH5cqVAcicOTMDBw7E399fbTtGozFJ6i/El/Sxxzu1atWib9++FCxYkJIlS7J3796kqPYn+2oDREFBQVy+fDnePFovLy+uX7/Or7/+yrlz51i3bh3u7u4sWrSI48ePA2BpacnDhw/R6/9L31S4cGGyZcumdtaFSK2ePXuGr69vvHazZ88efHx8GD9+PBcuXGDFihW4uroyYcIEfHx8AEibNi2PHj3CxsZGHSFRtmxZbGxsOHXqFIDMaRepXlRUVLzre/bsYeHCheTPn5+NGzcyevRoLl++zG+//ca9e/eA2E54eHg4Dg4Oattxc3PD0tISLy8vQNqOSN2kvyZEwkVERMS7fuLECRYvXoyzszObNm1i/vz5hIaGMnr0aM6ePQvAixcvCA0NJU2aNOrjihcvTpYsWTh48CAg+x2Run3M8c7EiRO5ffs2ADY2Nur2VatW5cSJEzx//vxLV/+TfXUBouPHj/Ptt9+SP39+vvvuO37++WeuX78OgLOzMz179sTDwwOdToeNjQ09e/bE399ffXyJEiV49OgRQUFB6m12dna4uLgQFBT02tQaIVKDffv2UbZsWQoUKECnTp34448/1HZRqFAhevfuTZ06dQBwdHSkf//++Pj4qB3z/Pnzc+vWLV68eIFOpwNiz0g5Ojry+PFjgoODk+aFCfGZ3b17l/79+1O8eHE6duzI5s2b1Q67VqulTp06/PLLLxQqVAg3NzemT5/OuXPn1DaRN29e7ty5Q0xMjNp2nJ2dcXJy4u7du69NDRAitZD+mhAJ4+fnx5AhQyhSpAgeHh4sXbpUnZJsNBqpVasWAwcOpHDhwhQuXJjJkyfz6NEj/Pz8AChWrBj37t0jPDxcLTNTpkzkypWLhw8f8vz5cwkQiVQpocc7b1K5cmUCAgLw9vb+YvVPLKk6QBR3tjVueNjz58+ZPn06zs7OXLhwgQEDBnDixAkGDRoExH7wJUqUQK/Xo9XGvjWPHj0iMDCQ3LlzA5A7d25sbGw4duwYiqKoZadJkwaNRsOjR4++9MsU4rOI+277+fkxdepUSpcuzenTp2nVqhXr169n1KhRQOxZpdKlS6PVatUD2GvXrqHX68mQIQMAefLkQavVqmdt49pmunTpCAkJkYNckSpFRkYyZcoUzp8/z6BBg8iUKRP9+/dn5syZQOxQ5M6dO8db4SIqKorw8HCcnJwAyJUrFzExMZw5cwb4r+04ODgQFhYmB7kiVZD+mhCfLu47PnfuXA4fPszvv/9O+fLlGT16NCNGjACgYsWKtG/fnnTp0qmP0+l0PHjwgHz58gGx+x1LS0t1vxNXrr29PXq9XvIQiVTlTcc7p06d+uDjHZ1Opx7vvCxHjhxkzZo13vTNlCJVLXMfEBDApk2b2LRpE1FRUVSuXJlGjRqRN29eAO7cucOOHTs4cuQIGTJkoHHjxmTJkoWaNWty7NgxypQp81qZEydOpGXLlmTMmBGj0Yi5uTlubm5s3LiROnXqkDFjRgBiYmJ49uwZOXPm/KKvWYhP9fjxYzZt2sTWrVvRarW4u7vTqFEjHB0dAbh+/TpHjhxh4cKF2NnZ0aVLF9KlS0e3bt0YOHAgTk5OGI1GtZMOMGvWLL777jusrKyA2I56yZIlWblyJVWqVFFHFul0OoKCgnB0dHytDCFSgrt377J9+3YePXrEt99+S8WKFdXv8eXLl1m0aBE7d+6kZMmSNGjQgOzZszN+/Hi+//570qRJg9FoRKPRYDQa0el0zJ07l3r16qnDlHPmzEmhQoVYu3Yt5cuXVzsl9vb2PHz4UG2nQqQk0l8TIuHu3r3Ltm3buH37NuXKlaNq1apYWVmh0Wjw8fHh77//Zs6cOdStW5f69etToEABOnbsyI8//oirq6t6QKwoClqtlgULFlCpUiX1INfGxoZSpUqxefNmatWqpa6YaW1tzdOnT994MCxEcvehxzsLFiwgffr0CTreeZlGo6Fy5crs27ePvn37AqSYY53kX8P3uHTpElu3biUoKIiuXbuydu1aypYtS+vWrdm8eTMdO3ZUE6n5+/tjbW1N+vTpgdgzVqVKlcLV1ZUNGzao+SHizmTt3r2be/fu0alTJ+C/hGydOnUiICCAESNG8OLFC+7fv8+uXbsoU6YM5ubmX/otEOKjKIrC+fPnOXLkCHfu3OH7779n3bp1lC5dmmrVqjFz5kx++ukndXtvb29y5MiBqampelv16tVxcHBgzZo1QOxUmZiYGABWrFhBVFQUbdq0UZ8P4IcffuDYsWOMHz8eo9GIj48PBw8epEqVKmoZQiR3kZGR3Lt3j4CAALp160bNmjVZt24dDx484Pvvv1dHOADcvHkTBwcHihYtCoCJiQnNmzfHzMyMtWvXArHf+7jg0KlTp7hw4QKtW7dGr9ejKApmZma0bduWnTt3snnzZgBCQkI4cOAALi4umJiYfPk3QYgEkP6aEAkTGRmJt7c3YWFh/Pzzz9SpU4f169cTFhbG4MGD+e6779RtAwICMBqN6sIGWq1WPTmxatUqYmJi0Gg0anDo9u3b7N27l5YtW2Jtba325Tp06MC1a9dYtmwZEBtY3bt3L3Z2dmTKlOnLvwlCfKSEHu+YmZmpt8Ud77zcZ3v1eKdt27ZvrYO7uzsXLlxg2bJl/PLLLyxfvvzzvNhElqJHEEVHRzNjxgwcHBzIlSsXDg4O9O7dG1dXVyB2/nn16tU5ePAgbm5uhIaGki1bNs6dO4e7uzsGgwGdTkeNGjXYs2cPYWFhmJqaqsvUzZ07l0qVKlGwYEEAddRD+fLlGTRoEMOGDaNevXrcvHmTvHnz8ssvvyTZeyHEh4qMjKR///60bt2aqKgoXF1d6datGzly5ADAxcWFvn37cvz4cUqXLk1kZCQODg5cv36d4sWLYzQasbW1VaPivXv3xmg0otfrCQoKYuHChTRq1IisWbMC/yUyrFmzJnfv3mXmzJns2bMHb29vSpYsSa9evZLqrRDio4SFhdGtWzeKFClCiRIlCA4OZu7cuZQvXx6j0ciCBQuYNGkSrVq1okiRIgQGBpIjRw4uXbrEN998g6IoZMyYkUqVKrFjxw71YDZuVNDMmTMpWLAglStXjneWqUWLFpw9e5affvqJw4cPc/nyZZ4+fYqnp2eSvRdCfAzprwmRMFFRUYwcOZLg4GB69erF7du3mTp1qnpybdeuXXTo0AEvLy/Kli1LYGAgLi4unDt3jsqVKxMVFYWpqSnVqlXjwIED9OrVi7Rp06r7l1mzZmFvb4+HhweKoqhtp3r16vj4+DBq1CguX77M7du38fPzY968eUn2XgjxMV493smTJw/du3dP8PFOr1691OOdp0+fqsc7WbJkee25Hz9+zLx589i2bRsvXrxg8ODBFChQgLp166IoSrLP4ZXsT9lfvHiR6dOnM3v2bDXBGsSeHTIxMeHWrVvky5cPV1dXZs2apXY2IDbKlyVLFjW5VObMmbGysuLcuXPAfweulSpV4vbt2/GWstu6dSs3btxg5MiRQOwHfeTIEUJDQ9FoNNSrV48NGzbQs2dPtm3bxq5du974BREiKVy8eBFPT081q36cuGH3gYGBODk54ebmxrhx48iRI4d6xtXc3Bw7OzvCwsKA2PxBoaGhryVZK126NJcuXQL+G/2zZMkSwsPD6devHxDbbs6ePUtERARarZauXbuybNkyOnfuzLZt21i3bh1p06b9jO+EEB/v5s2b8ZLdQuyZKEtLS65evUq+fPkoWrQoY8eOVYNDWq2WEiVK4ODgoLa7LFmyEBkZyc2bN9UyIPagNW4/FHfbpk2b2LdvH1OnTgVi29SLFy8wGAyYmZkxceJExo8fT3BwMBUqVGDZsmUyRUYkK9euXXvj6mCKokh/TYj3CAgIeO02RVEwNTXl2rVrFC9enOzZszNt2jQ1OASxK/O5uLhw+fJlIDa3o42NDRcuXAD+azvu7u74+PgQGRmpPvbYsWN4enoybdo0ddvnz58TExODqakpP/30E56enlhYWFCxYkVWrVpFsWLFPtt7IMTHunTpEmvWrPmg453x48cn+Hjn4sWLwH/HO0uXLn3r8Q6Aj48P58+fp3r16hw/fpw7d+6wbds2KlasmOyDQ5CMA0T37t2jefPmNGzYkIMHD7J8+XKaNGmiLl8aN7zL3t6eW7duAbFDjRVFUe+7du0a4eHh6g9pnjx5yJIlCydOnABQh+anTZsWg8GgDll++PAhI0aMoFixYowYMYISJUqQN29exo8fz5MnT9Q65siRg8aNG6tnrF7usAiRFE6dOkX16tVp0KABnp6eNGvWjDlz5hAdHQ3E7vzDwsLIlSuXmmTQaDTGS+Dp4+NDdHQ0pUuXBmJXs7CxsVGTFcb9ONrY2GBmZqYu33j16lVmzpxJ2bJlGTp0qNpuZsyYEW+Jx8KFC9OyZUtpNyJZMRgMauehVq1adOjQgfXr16tTWOI6FJkzZ+bOnTtYW1uTOXNm4L/v8L1793jy5InagS5atCgmJiZqRz2u7Tg5OREREaGuBPP06VP++usvevbsyYULF+jfvz/58+enY8eOPHjwAIgdZeTh4cHff//NoEGDcHFx+XJvjhAvefk3OyYmhmXLllGtWjXKlSvHiBEjuH//frztXk5wK/01If5z+vRp+vbtS/bs2enSpctridPj9js6nY47d+5gYmKi7nfi9k23bt0iKCiIEiVKAODq6kqmTJk4ffo08F/byZo1K6GhoWqZoaGhTJw4kbZt23L37l0GDBhAwYIFqVevHjdu3FDr4ObmxoQJExg4cKCaAF6IpPTs2TOmTp1K0aJFady4MX///TeNGzdm7ty5arvQarVJcrzz7NkzAMqVK8eqVasYNmyY2m7i9nspQZIHiCIjI+NFs+P89ddfPH36lEOHDrF27VomT56MhYUF69evB8DU1JSgoCAyZMigJvPU6XRoNBp1eOTkyZNp1KgRDg4OANja2uLu7s6JEyfUH06A1atXkzdvXrUeR44c4f79+xw7dow7d+4wYMAAbt++zcaNG9VhaXFe/qBTQkRQpA7h4eE8fvxYva4oCiEhIUyZMkWd0rJjxw5atGjB6tWrWbx4MRD7HQ0ICMDMzExtF1qtFo1Gg06nIyIigmnTptGpUycsLS2B2E59pUqV2L17t9q5h9gRDwUKFFA7G/v27SMgIICtW7dy8+ZNBgwYwK1bt5g/f76aHPTl+saRdiOSg507d7J+/XrGjBnDvn37yJYtG+PHj2f16tVA7P7l4cOHZMiQQU1GGPc9jpsi9vfff1OnTh11emXmzJkpUaIEBw8ejLfUtpeXF3nz5lVX79u2bRsnTpzgzz//pE2bNjx8+JBhw4axcOFCsmXLFq+eiqKobU6ILyk8PJy7d+/G+81WFIVbt25RuXJlevTogVarxdfXV70PYvcx0l8TItaECRPUPCSbNm0iMDCQSpUqERERofaxXt63hIaGkj17drWtvBw0ApgzZw5Fixblm2++ASB9+vSUK1eOEydOxFtt7N9//yVHjhwEBwcDcPToUfbu3cvcuXPp2LEj9+/fZ+jQoWzdupX8+fPHq7Psd0RSeTlOEPcdPHnyJKdOnaJ3796cO3eODRs2UL16dZYsWcKRI0fUxybF8c7L+blebTdx+70UQUkCgYGByrx58xR3d3clT548yqZNmxRFUZSYmBhFURQlJCREad++vdK+fXv1MS9evFCqVq2qzJkzR70tOjpaqVatmrJr1y71NqPRqCiKosyYMUMpVaqUEhgYGK/s6OhopW3btkqBAgWUKVOmKLNnz1bKlCmjzJs3L179Hj169Fq9DQaDWr4QX9rDhw+ViRMnKmXKlFFy5cqlNGjQQJk0aZLy4sULRVEU5ejRo8o333yjbNu2TX1MaGio4uHhobi5uam3RUdHK/nz51cuXbr02nMMHTpUqV69uhIWFqYoyn/t5tGjR0qdOnWUEiVKKEuWLFFmzJihlC1bVlm7dq36WH9/f+XBgwevlSntRiQHly5dUv744w/Fw8ND2bdvn6Io/32/FUVR+vTpo7i7u6vXQ0JClJ49eyrlypVTbwsPD1fKlCmjeHl5vVb+qlWrlOLFiyt3795VFCW2nSmKoly4cEEpU6aM0qRJE+X8+fPKxYsXFTc3N2XMmDHqYy9evKgsXrxYefjwYeK+aCE+0ePHj5Vp06YpZcqUUZydnZXq1asrw4YNU3/rY2JilDt37ihGo1G5dOmSUqlSJWX27NmvlSP9NfG1MxgMiqIoSvv27ZV+/fopiqIoR44cUW7duqUcO3ZMqVSpkjJ//nxFUZR4392IiAiladOmyurVq18rc9++fUr+/PmVK1euKIry337nyZMnStWqVZVq1aop+/btU3x8fJRatWopAwcOVB/r7e2trF69+o37HWk7Iim9LU4QFRWlKIqi3LhxQzl8+LASGRmptqvHjx8rBQoUiLePkeOdhPtiSaovXrzIxo0b6devH+fPn2flypXkypULo9HIpUuXqF+/vhpVMzMzo1SpUgwdOpR//vmHqKgo1qxZg7W1NR4eHmqZer2eJ0+exIssarVa7t69y4IFC+jevTt2dnZAbNRO+X/ytYkTJ7Jx40aWLVtGTEwMbdu2pVmzZmq5cY9R/h/5i4s4yipL4ku7ePEiW7ZsoVWrVqxcuRIvLy+6dOlCmTJl2LRpE3PmzMHU1JTu3buTPXt2Hj9+HG9Vo+joaK5cucKjR4948OABmTNnVvNBxA2DjPuOX7x4kU2bNvHHH39gYWEB/HeGKmPGjMycOZPVq1czffp0TE1N+e6776hdu7b6XHERemk3Ijl49uwZx44d49tvv+XMmTMMHjwYo9FIYGAgp06dws3NTd3nhISE4O/vH++sqbW1NQ0bNsTT05M7d+6QPXt2zM3NCQ4OjjftTKPREBoaysyZM2nevLk6eijubG+hQoWYMGECM2bMoGXLlgQGBlK3bt14q14ULFgw3tSXl9uPEF+aj48P69ato3r16pw5c4bt27fTuXNnvv32W/bv38+sWbOIiIhg7NixaLVadZRbvnz5SJs2LTdu3CA6OlrdF8Ul9ZT+mkjtvL292bJlC7du3aJChQq4u7uTPn16Ncl6cHAwGTNmVFfnK1euHBCbr87a2hpvb+94CxQo/1/J0sfHR11J9uXv+oQJE6hXrx758uUDUFe/tLe3Z/LkycyaNYvevXvz+PFjqlSpEm+1s1y5cpErV67XytRoNLLvEV/ch8QJ4o5JcufO/dp0x0ePHvHkyRP1Ox3XP5PjnYT57AEi5f+Zuh89esSCBQv49ddfcXV1pU+fPpQqVYohQ4Zw9erVeD+IJiYmdO7cGWdnZ37//XeePXtG+fLlCQ4OpkGDBvTr148GDRoQEBBAwYIFCQwMBP774JcvX07u3Llp3bo1+/fvZ/v27Vy8eJGVK1dia2tLhgwZ+P777+ncufM7fwTjhqEJ8SU8ffqUqKgoMmXKRExMDHq9Hj8/PxYvXszAgQMxNzdn4MCBlC1bFojtjPv6+nL+/HnCwsJwcnKidOnSDB06lIiICExNTVm2bBllypTBy8uLnTt30qlTJ65fv06hQoUICQmJ9/yenp6UK1eOevXqsX//frZt28a1a9fYsmULiqKQPXt2+vfvT79+/aTdiGTn2bNnPH/+nOzZswNw5swZfvjhB+7cuUOmTJmoW7cuNWvWZMqUKVy5cgWIP788MjJSTdBpa2sLQN68eXF0dGTnzp106dKFO3fuUKRIETW3ifL/ZYKXLl2KpaUlP//8MxERERw/flzNLaEoCuXLl6d48eJ4e3tToECBN3Yi4vaV0n7ElxQREaEu9x7Xh3r69Cnz5s2ja9euXLp0iZ9//pmqVasCkDNnTp4+fcrBgwcJDQ1Vp1vGHQC7urri6+vL3bt3yZkzp1pmUFCQ9NdEqhUQEMDo0aPZu3cv2bJlw9XVlTFjxjBv3jx2796tfjfTpEnDxYsX6dy5s/rYuP5e7ty5uXXrFvfv3ydbtmzqPiEmJoa8efOqCdxjYmIwMTFh5cqVhIWFMWjQICIjIzl+/DjHjx+ne/fuWFpaUqhQIf766y+uXbtGnjx53nnwKu1HJJWExAleflycyZMnU7duXbUPqNVquXbtmhzvJFCiBIiio6PZvXs3hw8fxt7ensaNG6tzv+Pe2Lgfv/DwcJycnHBycgJio4B79uzh+vXr5MuXT513a2pqys2bN0mbNi0bNmzA0dGRJ0+eMG7cOEaNGkWDBg148eIF4eHhasI2vV7PnTt3GDduHBC7fJ1Op6Ns2bI0b94ca2vrePXWaDTq3MDUFPUTKYvRaGTq1KmMHDmS3r1789tvv6mjD0xMTMiWLRtRUVH89NNP6mPiOuN+fn4ULFhQnT87btw4Fi9ezC+//EJMTAwNGjSgfv36+Pn5xZuL/vDhQ3UFJK1Wy/nz55k7dy6mpqZs2bJFbTeNGzd+7UdY2o1IDiIjI9m1axcbN27kyJEjPH78mGHDhqntxMbGhowZM2I0GnFxcVFXmsiZMyeHDh3C19cXFxcXdaRDrly5uHz5Mo8fP1YDRFZWVhQpUoRjx47RpUsXgoODCQ0NVfdfOp2O27dv88cff5AtWzY8PDw4evQo5ubmfPPNN3Tv3h0zMzMgdrWMQoUKAf+d2Xq1XQnxJVy9epU5c+awf/9+cubMSb169ejQoYP6e54+fXrMzMzQarXxRrrFddBv3LhBpkyZ1P0U/Pf9LVmyJKdOneL69evkzJlT7dMFBwcTEREh/TWRosXExHDgwAHOnDlD3bp11VGnBoNBXXW5YsWKAJw/fx53d3eOHDlC+fLl1UBQSEjIayPpAEqUKMGiRYu4fv062bJlw2g0qv08MzMzdbSciYkJAQEB/P777xiNRjp06MDRo0cxMzOjWLFifPfdd2qfEGJPdMQ9l4wOEkkhseMEcd/juP+9vLy4dOkS06ZNQ6vVqsdIiqLI8U4CfXKAaO3atcycOZNnz55RtmxZzp49y7Rp01i3bh3FixdXt7t27Rqurq6EhoZiYWGhdsoLFCjArl27OHfuHPny5VN/EJ8/f87p06cpW7Ysjo6OGI1GMmTIgJubGytXrsRoNJIjRw5Onz4db7nSyMhImjdvTvHixXFzc3vvMsBf2wcukh+j0ciaNWvImzcvQUFB8UYwXLt2jbx58xISEoK5uXm85ITe3t48efKEMmXKqOXkypWLX3/9lWHDhsWbanbv3j31jFWOHDm4fPmyOsQZYkcvNWnShJIlS+Lm5qYO0XwbaTciqSiKok59cXR0pHLlygwdOpR+/fqpq7gA3LhxgyJFivDo0SOcnJzUznn+/PnZt28fZ8+excXFRT2ArVq1Kvv37+fixYvq0GVra2vSpEmjrpiUI0cOTp06FS/57c2bN7Gzs8PR0ZEKFSowbty49670Iu1HJJXnz58zfPhwrK2t+f333wkMDGTw4MEEBwfTsWNHbGxsuHLlCsWKFePx48fY2NiV+dojAAAN90lEQVRgMBjQarXq6CIfHx9atWqFmZlZvM46QKlSpZg1axbXr1+ndu3a6tnV7NmzS39NpGjnz59n1KhReHt7c+fOHbJkyUK+fPnQaDRkzJiRpUuXqgtyKIqCq6sr2bJl4/r165QvXx6dTseLFy/InTs3T58+BeKfGChVqhTz5s3jxo0bVKtWLd6qlydPnqRXr17qtoGBgZibm+Pi4kLFihVlvyOSrcSOE7wcxIkbYTdv3jyKFi2qHg/F7XeyZs0qxzsJ9MkBosuXL1O9enW6du1KunTpePHiBc2aNWP27Nn8/fffaschKioKPz8/7O3t1fnoAAUKFMDGxobz58/TsmVL9UO3sLAgODiYBw8eqAfMYWFhLFmyhGLFivHixQtMTU3JlCkTAQEBQOwPcp48efjrr7/i1TGucyNRc5EcLV++HHd3d3Q6HSdPnsTX15eiRYsCqO0mQ4YMrw2vXLNmDenSpVPnxcbdFzdPHWK/+5MnTyY0NFT94fTz8+Obb77h7t276hkpNzc33Nzc4tVL2o1IjjQaDSNHjiRLlizqweaZM2dInz59vBUxg4ODefHiRbzRPhC7z7G2tubcuXN4eHiot5crV46sWbOyatUqGjduDMQeTO/cuZNff/0ViD2gdXZ25sGDB+oc9HLlynHx4sXX6hl3BkuI5GTOnDn4+vqyePFidfRDdHQ0ixYtwsXFhbp16xIUFPRa24kLpK5bt47o6GhatGgBEK+jDrGBIEdHR3x8fDh37hzXrl2jUqVKODk5kSFDBumviRRLq9VSsGBBxowZQ5cuXTh+/DiNGzfG3NwcRVHU4FDcb//Zs2eJjo5W25lGo+HFixeEhYWp+66Xv+d58uTB3t4eX19fnj17xrNnz7CzsyNNmjSYmJioq15C7EjYs2fPvlZHaT8iuflccYI4+/bt4+jRoxw9ehSI7bddu3aN/PnzExQUROHCheV4JwE+OUDUq1cvrK2tMTExITo6GmtraypUqMD+/fvRarXqWVsnJye1Y/Dy2aZs2bKRNWtWbt68qc5nNxqNmJqa0qJFCwYOHMiPP/5IlixZOHXqFDExMYwfP540adJw8uRJnJ2diYmJUcuF2I5HXG4IQDrpIlmKC/h4eXlRtmxZChQowO7du7ly5YoaIHq13cS5efMmf/31FytXrow3UghiE7VdvXqV0NBQvLy82LdvHxMnTlSH9nt7e2NraxsvkATSbkTKERfsjNu/3L59GwBHR0d1m0yZMnHz5k0g/lx1Z2dnnJyc8PHxISoqClNTUxRFwcrKij59+tC+fXvatWtHw4YN2bt3L/nz51c7E+fPn1dzhMWVG5fg8NUOhrQfkRw9fvwYR0dH8ufPr56hzZEjB9evX2f37t3UrVsXJycnbty4gYWFRbwRQk+fPmXcuHGMHj2aNGnSvFa2v78/Fy5cwMfHBx8fH1asWIGtrS1r1qwhMDCQnDlzSn9NpFh58+ZlwIABmJubU6tWLVasWEFQUBCOjo7x+mdx3+EFCxaQJ08edX8FsfulCxcuMGDAgHhlR0dHExERgVarZfXq1Wzfvp1Hjx7h6elJoUKFcHFxURPtxiVwB9nviOTvc8QJ4jx9+pTffvuNEiVKMHPmTHbs2KGOgF28eDHXrl0jXbp0cryTAJ88bipdunSYmJioKyMBnDhxgsKFCwP/reTi7+9PwYIFCQ8Pj9cxANQpNFeuXCEiIoIHDx4A0LhxY5YvX46LiwuBgYF07NiRzZs3U7p0aSA26/+3337LN998E69OqS2TuEidtFot169f59y5c9SvXx9nZ2esra159OiRuo2/vz8FChSI124A+vTpg4eHB+XLl1dve/Hihfr/vn376N+/P97e3gwZMoR69eqpKy8VKFCAUqVKvTacX9qNSGni9i+KohAcHKzmWoDY9uDq6qomn47bLi6RbmBgIDdu3AAgPDwcgPLly7NgwQLs7OwYPnw4AQEB/Prrr2rSw8yZM5MjRw51KP+rBwVy9kkkd1WqVOH06dNs3rxZ7bMdO3aMbNmycezYMRRFISoqCmdnZ168eBHvOz1gwACKFy9OkyZN1NteTv65Zs0amjdvjqurK3PmzOHGjRvcunWLEiVKYGdnJ/01kaKZmJioCd1r1arFrVu34uV2fNnBgwc5dOgQo0aNAlDTAxgMBtKnT6/28+L6ZUuXLiV79uycPXuW6tWrM3ToUK5cuULt2rWJjo6mSJEi6kqXst8RKcnniBPcu3cPgKNHj3L9+nWOHj3K6dOn6dSpE9euXWPPnj1kzpyZPHnyyPFOAiXaKmZxH+b+/fu5cOEC48ePB/4baunr64utra16tvVl5ubm3Lx5k++++4779+9TvXp1Vq5ciU6no3Tp0mpA6FWOjo506dIlsV6CEF/ciRMncHd3J23atABqUvZFixaxevVqAgICsLGxiXcmd/PmzTx//pz69euzadMmVq5cyblz52jXrh2DBg3CwcGBAQMGMHLkyDc+Z/bs2enbt690KkSqce3aNXLnzs3z589Jly4dELtUd+bMmdUOBvy3n8qVKxehoaGMGTOGwMBAsmXLxuzZszEajVSqVIkyZcq8dsYJYjspcflbhEiJatWqhbu7O7/99htjx47l5s2bFC9eHA8PD7Zv386DBw/UVZTiDl4B/v33X65cuUKfPn3Ytm0bnp6eHD58mEaNGjF16lQAunTpQo8ePeI9X9yBcebMmaW/JlKN/PnzY2Vlxblz5yhZsqR6sBk3omfcuHF4eHjg6uoK/JcCwMfHJ17uu7i/tWvXpmTJkupCBi9zcXHh559/jjdyQoiUJjHjBFWrVmXNmjWUK1eOs2fPqifx4sQlZM+RI4cc7yRQoi5zHx0dzdixY2nfvj25c+eO17lIkyaNerY27stw79496taty4MHD8ifPz/u7u5UrVqVChUqvFa2ZN8XqdGcOXNwdnamffv2HDp0iNDQUCwtLSlVqpQ6GuLlM1RhYWF4enpy8eJFmjVrhqOjI9WqVaN79+5qu9FqtdjY2ABvn1cr7UikBnHTNH19fcmYMSNWVlbq/kWr1XL79m3Mzc3V2wICAhg8eDD79+8nMDAQrVZLiRIlaN68OfB6Hq83tR8JDomUbsGCBWzdupUnT55QqFAhSpUqxbp169i0aRPW1tYYjUbu3buHra2t2o9bv349165d48cffyRTpkzUqFGDZcuWqSs2wZvbjZylFalN3JSYUqVK8e+//9K6dWusra3V21etWkV0dDT9+vXjxYsXHD58mNOnT9O1a1esrKy4fPmy2r+LGz2RKVMmMmXKBLx5vyPBIZEaJHacwM7OTs0t9Lb9jhzvJEyiBIjiRjYsXbqUp0+f8uOPPwL/zekzGAzY2NioB61xt2fLlo2JEydSvnz5eEsyvol0MkRqExERQZEiRThx4gRly5Zl/vz5REdHM2bMGOrVq4dGo8Ha2lptNxqNBgsLC+rUqUPXrl0pW7bsGyPtL5N5tSI102q16v5HURRMTU3VDkeGDBm4du2auh3EDnW2tbVl3Lhx1KxZU9qP+CrpdDrq168f77bTp09jZWVF2rRpsbKyIiIiQt1WURSqVKlCvXr1ZL8jvnpxB5z16tVjzJgxPH36FGtra/R6PQEBAYwYMYKQkBBatWrF6dOnsba2plKlSsTExODg4EBoaOgbR6jGkfYjUpsvESeQdpO4EiVApNFoCAwMZPXq1fTu3RsHBwdu3rzJ3r17cXZ2plq1avj4+ODq6hpvZRdFUahWrRrw3zBkGSUkvhbm5uaMGjUKExMT9YcvOjqa0aNHc/ToUdq2bYuvry958uRR241Go6F9+/ZqGdJuxNcuPDyc+/fvq8ulxu1fHj58SL58+dREvHH3xQ1rBmk/4uv1/PlzjEYjNjY2bNmyhZ07dzJo0CAA7t+/T+HChQkLC8PS0hKNRkO9evXUx0q7EV+zuH1MzZo16devH5s3byYkJETtn+n1eipXrkzFihWZN2+eumIZxK6uOXfu3HjLbguR2kmcIOVJtClmCxYs4MSJE6RNm5aRI0fy9OlTHB0dGT16NBCbaVyv16tno179gGWEkPga2draqv8bjUZMTExo2rSp2qEIDAwkb968r0XG49qQtBvxtTM1NeXEiRO0bdsW+G9o8rVr1yhevPhrq/zF5XyQ9iO+ZseOHWPlypV4eXkRHR3NDz/8QMOGDYHYZKEODg6vnbGV/Y4QEBkZydKlS9mzZw8Gg4GRI0fi7OxM165dsbOz4/z58/G2VxQFo9GITqcjTZo0b0yjIURqJ3GClCXRAkR6vZ6sWbPi7OxM586dcXd3j3d/t27d1Pm1EvkT4nVxP37du3dXb3u53bxM2pAQsZ49e8aIESOoVKkS8F/baNq06RvzBUnbEQLy5cuHu7s7HTp0oHLlyvHua9269RunkUnbESI2PcCRI0ewsbHhn3/+oVy5cq9t83I+FI1GI9NfxFdP4gQpi0Z5eYmXTxCXLPTV20CifkJ8rLjouRAiYd60TxJCvJksBCJEwsnxjhDvJnGClCXRAkQg8wOFEEIkDQmqCvFxXp5uKYT4OBJUFeLjSJwg5UjUAJEQQgghhBBCCCGESHlkTJcQQgghhBBCCCHEV04CREIIIYQQQgghhBBfOQkQCSGEEEIIIYQQQnzlJEAkhBBCCCGEEEII8ZWTAJEQQgghhBBCCCHEV04CREIIIYQQQgghhBBfOQkQCSGEEEIIIYQQQnzlJEAkhBBCCCGEEEII8ZWTAJEQQgghhBBCCCHEV+5/cJW/U9R9b7MAAAAASUVORK5CYII=\n",
|
||
"text/plain": [
|
||
"<Figure size 1200x1000 with 10 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"\n",
|
||
"Pandas v: 1.2.0 [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: 0.2.40b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
|
||
"Charts by Matplotlib Finance v: 0.12.7a4 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
|
||
"\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<__main__.Chart at 0x15e706520>"
|
||
]
|
||
},
|
||
"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 2020-02-03 00:00:00 to 2020-02-03 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 0x15ee35f10>"
|
||
]
|
||
},
|
||
"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 0x15ee7fa00>"
|
||
]
|
||
},
|
||
"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 0x15eee5730>"
|
||
]
|
||
},
|
||
"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: 1.2.0 [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: 0.2.40b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
|
||
"Charts by Matplotlib Finance v: 0.12.7a4 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
|
||
"\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<__main__.Chart at 0x15ef80d30>"
|
||
]
|
||
},
|
||
"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": 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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: 1.2.0 [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: 0.2.40b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
|
||
"Charts by Matplotlib Finance v: 0.12.7a4 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
|
||
"\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<__main__.Chart at 0x15e85a820>"
|
||
]
|
||
},
|
||
"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: 1.2.0 [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: 0.2.40b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
|
||
"Charts by Matplotlib Finance v: 0.12.7a4 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
|
||
"\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<__main__.Chart at 0x15f697760>"
|
||
]
|
||
},
|
||
"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": 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uD4y02XMIOHYMbfYc1JDB+Lh44rk7moQmFbJ1zhahgXjuiybWWkKtyL0sO7wMgMdaPcand3xaYCt96ZiQGAHJUWhJ0ZAcBcnRaMnRkBSFlhyNcvLAavlpgZy/uLEsi+TkZC5dugSArutp9huG4RiB1LZtW2JjY9mxYwctW7YE7KPDLMtyFJ0uDiQMEkIIIYQQQghR6K5fYr00uD4wUkMGc2rXTtSQwUA6S8N7e7PKNOmRyXSri7ZIjuxYyf6kWNyc3PimzzeMbjY6R/1y1DlSCi0yFC1215WAJwat6y5ws4FrMk6LG0BSFO82jYO/Ps70mMqtSqkMg4KCgujZsyfVqlUjPj6eOXPmsG7dOubOnUv9+vWpXbs2zz33HO+88w4VKlRg0aJFhISEMHPmTAAaNGjA7bffzrhx4/jss89ISUnhpZdeYtCgQcVmJTGQMEgIIYQQQgghRBFYvXp1qQuDsjPyJ3UBanPWTKyQEMx0Xofoy9EMN9x4O24BpmZSu1xtZt07ixa+LXLcr+7du6NFrkXfORE9amPanXVTfX4xPvsHTY4CpSCbdXhKivPnzzN27FgiIiIoW7YsTZo0Ye7cuY7v1T/++IOgoCBGjBjBxYsXqVWrFt9++y29evVyHOOnn37ixRdfZODAgWiaxt13382HH35YVJeULgmDhBBCCCGEEEKIfBDWJYgQM4TuXTIOua4PwK5/PG3xNDZpm5i+czqXbZdBg751+zL1rqmUdy+f805d2IGx8030s0szbaYswM2Ho6YiPtGZKA8vuvrfhnL1AZcK4OKDcq0ALhVQVx6XRl999VWm++vUqcO0adMybVO+fHkmTZqUn93KdxIGCSGEEEIIIYQQ+SQ3o52UUqw+tpr/2/R/LD642LG9hW8Lqp2sxpwhc9A1PZMjpCPhEMbuIPTjM9Oeq2wjzHrPgHsVcPFBH/sSJLtBooa5dCm3rngBw1vHVBYn22U8Dcw+za9qzvokig0Jg4QQQgghhBBCiHRkVdco9ZSv3EiyJTFrzyz+b9P/sfPcTvtGBf3q92N8u/F0qd6F1atX5ywISjyLvud99MOT0JTNsVmVqY7Z5E1UjVGgpapRFFcGdAMwc9T30jjN72YiYZAQQgghhBBCCJGOrAKP3IYhkRcj+XH7j3y/9XsiLkYAUMa5DA+c8aNdRC3u/88Vc0jXnJ0jJRY9/FP0/V+imZccm5VLRaxGr2DVeQwMt1z1tzQW+77ZSRgkhBBCCCGEEEJkIafLwl+VevTQnsg9fLX5K37b9RuJtkQAArwCeLLNkzzS8hEq3TPKPkrHis3+CcxE9IPfoe/7yL70+xXKyROr/nis+uPBuWy2D5fedaYOxVqEBhKVnEANv2SCQwMJ6xKU/b6KYkPCICGEEEIIIYQQIgvZKQ6dnm7durH88HK+3PQlyw4vc2xv7d+aZ9s9y+CGg3E2nO0bs7HUvINlQzs2HWP3O2iXTzo2K80Zq87jWI1eAbfKOeorZH2dUckJGJrOyfpumMkJOT6+KB4kDBJCCCGEEEIIcdMxhg2H2Fjw9sacNTPrJ5CzaWGJtkRm7JrB/236P/ac3wOAhsbd9e9mfPvxdKjaAe26ZdnNWTNZFRhI16BMRtsohXYqGGPXm2jx4dc2o6FqjMRs8iZ41Mp2P9OT+jqNYcPpYZoYw4Zn+3USxZ+EQUIIIYQQQgghbj6xsfYpWbE5mJKVDREJEfyw7Qd+2PYDkZciAfB08eTB5g/yVNunqFO+Tu4OnByNdnYZ+oGv0aM3p9ll+ffDbPY2eDfLa/dvFBtLD90AK2cFpkXxJmGQEEIIIYQQQoibQkEWQo68GMnE1RP5fdfvJJvJAFQvW52n2j7FQy0eopxbuZwdUCmI34t+ejHamcVo5zegYaVpYvl0wGr+Hqpix3y6CnGzkDBICCGEEEIIIcRNoaCWQ998ejPD5g7jZLy9dk+7Ku0Y124c9zS8Byc9B2+7zSTqeh5G3/4c+pnFaBePpNtMeTfFbPYuyq8PXDfVLMdyUqdIlBoSBgkhhBBCCCGEKBUyG/nTIjQQT7/ofF8Ba/L2yYz7exzJZjL1K9Tnx34/0qFah+wfIDEC7cxS9DML0c6u4OGaF+Hgjc2UVwMs/34o/z6oSp1B0/Ol/9mqUyRKHQmDhBBCCCGEEEKUaFeLQeuenhjf/5BuoeOo5AQu5GAFrKzCo0RbIuOWjWNq2FQABtQfwOS7JlPWNYtl3JWCCzvsI3/OLL6h/o+jmeaEqtQF5d8Xq0pf8KybrX4XNB8XT/vS8geS0yw/L0oWCYOEEEIIIYQQQpRsV4pB97h0Od8KHWcWHh2PPc6wecPYemYruqbzdte3efG2F29YHSyNuD3oB79HP/UnWuLpdJsol4oo/z5YVfqifHuCs3e+XEt+uhqMBa4NJGisjCYqqSQMEkIIIYQQQghRKhVEweiVR1ZyX/B9RF2Owsfdh+kDp9OzVs/0GyuFFrkaPfwL9LNL0m/i3QyrSj+Ufz9UhTagSe0eUfDyZ5KhEEIIIYQQQgiRSkhISJEff/Xq1fl2TKUUH2/4mH4z+xF1OYpb/G5h48Mb0w+CrBS0Y7/jtKI9Tmt6pwmClO6K5dcH85avSOl3EFuvrVhN30b5tJcgSBQaGRkkhBBCCCGEECJftQgNxHNfNAnG6nwt1nz98Y+ZC/Fx8WRXOm2MYcPpYZoYw4anW0MoPRmtNhaXFMejCx8lODwYgAeaP8BXd36Fm5Nb2oYpceiHJ6Mf+Art8sk0u1SZ6lj1nsGq9RA4Z1FXSIgCJmGQEEIIIYQQQohSz8fFE8/d0Tkuemy7HE3HnzsSHhWOs+7MF72+4NFWj6atD3TpBPqBr9EPT0azxaV5vlX+Fqz6z6Gq3gs5WWa+EHXr1i17DZWCo0fRNm+m2Z49BdonUbBkmpgQQgghhBBCiHwV1iWInmcrFMiooNTHP9nzU/s5vL3BMllVxt3+OfYl062nnnSMCsqqTy1CA1nhF02L0EDHtsvRB4jZ/QfhUeEEeAUQMjqEMbeMuRYExWzH+Pd+nBY3wNj/eZogyPLvi63bCszb/0FVH1ZsgyAg47pK58/D+fNohw6ihe3AKSAA5wYNcLrvPrpv2FC4nRT5qvh+NwohhBBCCCGEKBD5XVg5veOlHm1ydel3vL2zPWUrK6mPf/WYqwID6Rp0LezJrE/Xi0pOIKaeK8lxJ/lx249cOLCI5JjDAHSt3pVfB/6Kr6cvKAvt7DL0/V+gn0tbY0jprqga92HWHwdlG+bxCgtZUhJaWBjapk32j82b0Q4dyrB55fPnMS9eBA+PQuykyC8SBgkhhBBCCCFEKZc6rDGGDUc3TYzvf8i3YCa9WjtpHl9Z+p3Y2Hw53w3HvyK9sCf6cjTrTqxj46mNlHUpi3HMoE2VNnhd2X/WOYnlu34n7vAKUuJOYibH8/R/0x3Pd/drxZKRS3CyEtGOTMXY/wVa3N4051AuFbHqPoFV5wlwq5xv11hglIJDh66FPps22YOg5OTMn1axIqpNG1Tr1vy6fz8jnSRSKKnkKyeEEEIIIYQQpVyasCY2lh66AZZZtJ0qAN27d8dSFv+c/Ifg8GBCjoaw89xOFCpNOyfdiVtaluGiYbLb4yL8ue7aTk2nc9UORKt4Onu509a4iNvKDnDhPzSsNMdRnnWx6o/HqnEfOJUpjEvMPctCW74cfcoUtNBQtKioTJsrNzdUq1ZoJ0+ivMuDlyfm6hC4MkXOPyQEXF0Lo+eiAEgYJIQQQgghhBClWIvQQDz9ogkODSy4lb38opm84gV8XDwLrE5QZixl8e+pf5mzdw5z987ldMLpNPsb+DSgU7VOXEi8wIaTGziTcIZNZe31fZwU9PJvhG6k0NrDlfbGRe409qMlnQMb9o+k685XsRNW/fGoKv1BK+aleM+fR//5Z/RJk9AOH86wmapfH9WuHapdO6x27aBZM3B2xhg2nFWmSQ/DcARBkEmdIVEiSBgkhBBCCCGEECVUi9BAopITbghhUk8Li0pO4EJ9N8zkhFyfJ/XxMjpnfsuqrpFSik2nNzkCoJPx15ZyL+talrvq3UWfun3oUr0Lfu7l4dJRtIRDEN+B+OgdXNoyn7IeKXi6J6MZV6Z9Ka4FQKnPhQbeTbB8OqBq3o/yaZf/F5yflELbuBH9hx/Q5sy5YfqXqlAB1b49qm1bewDUti2UL5/uocxZM2+oxSRKPgmDhBBCCCGEEKKEikpOwNB0oq4LetKr4ZMXqY93/TnDugQRuDKQoLGZhAXe3tdGl+TinFcppdhyZosjADoed9yxz9fVkwfrdGFgQFNaeXjhdPk4WuQUtCMT4dKJNFO8ygPlfTM+t3L2RvncyqqwS3Qb8hqqQltwLpvtvheZ+Hj0GTPsIdDOnTfstu64A+uxx1D9+oHU+7mpyVdfCCGEEEIIIUqJ746G8N3x1dR1juG7oyGMrVk4U3k6d+3MjogdrD22lrUn1rL1zFZMy8TFcMHZcMa1pyvnI85Ts1pNXH+9AxfDhSNOR9g7dy+uhisuhgsuhovjc2fDmX+Mf/hw/Ye4GC58fnQF8ZeiSIk5TErStSLUTcqU4eXq9enjmojPpXC0lMVwdHG2+61SdIgvg2p2O9+dP85hpwpsMvxY1WsyaDqWLQTlWwKmQ+3ahf7jj+i//YYWH59ml6pQAeuBB7AefRTq1SuiDoriRsIgIYQQQgghhCglxtbsztia3QlcGZhvQZAxbDg9TBNj2HDH6mPKMkm5GMH//vkf606sY/2J9cRuzGKlMB3Onjqb6sBwMPxgxu2dYN2adTdsbl3GnRer1aGXy0XKJx4BcwdcyvgwyrkcyrMOeNZGedZBedYFj9roEz5h1UVnehhOmI/P5O0VL2BoOqayHHWAinVdnKQktPnz0X/4AX39+ht2W+3aYT3+OGrwYHB3L4IOiuJMwiAhhBBCCCGEKEGyqqWT72Jj6WBAqGcMq9e9R8y+YGwJZ1CWjdf2zHY083LxomO1jnSu3pkOVTtQxrkMKWYKyWYySWYSU6ZNYejwoSSZSSSbycyZN4c7+99JspmMbdrPJCVfItndmcQB/Un5K5gjmFTSFYldOnDi/D8MVHHc5Z1MPRLA2gWJabupvBqiKrS5EvjUBs+69hDIpUK6l2X+0ilNLRwfF088d0eT0CT99sXG0aPoP/2E/vPPaJGRaXapMmVQI0ZgPvYYtGqVb6fs1q1bvh1LFA8SBgkhhBBCCCFECZKdekCp37xnJ+S4PmBKSE5g46mNhB4LZX2LrfzrFUuyriB0m6ON5uTGXbV70aV6FzpX70zzys0x9IxrAoVaoQxoMAC4sgJZ5Wp8d/EMYV2CMN5cAleWuzd7fIDxyXbwi0erfhac1qOVPZ7uMa3yt6AC7sEKGABlG2b6mmQlrEsQIWYI3bsUw9FApom2bBn6jz+iLVmCplSa3aphQ6wnnsAaNQq8vfP99MV6hJTIFQmDhBBCCCGEEKIYCQsLo0GDBnk6Ruo379kJOZasXsKlqpdYe9xe82fbmW2YyrTvvJIt+Ce50KnlANYmx1Exsiy2ZnWY0/XtXPUv3RXOdAv8o9C3Pok2cj2a25X13FNNAVNoqIodUQED7QGQR41cnT8jxS70OH8effJk+7Lwx46l2aWcnVEDB9qngnXunGbZdyGyImGQEEIIIYQQQhQjYWFhDB06NFttfVw8Hcu8Z+b6kOOccxJrvaJZ8/dzrD2+lv9c/uOL2V+kaVPTuyadqnei65ytdIn3oc4lF6yg3wAIDAwkqGvOlhpPb6qRu0pBO7UAred+bP5ncHaxweEd4HatjdKcUJV7YFUdiKpyF7hlsgxYaWGz2QtCBwaixaatxaSqV8d69FGshx4C35vgtRAFQsIgIYQQQgghhCimWoQGOsKesC5BfHc0hJ2pVgoL65K9QOZk3EnWnljL2mNrWdduE/vcrqw4teXK8uMauLhXYHSDe+hUvRNOJ50YducwAIxv+tincGHm6VocgVRKLIOSw+mXfJgeKUdx2vA91ADnVG2V4Y7y64UVMBDl3xdcyufp3CWJtnEjxjPPoIWFObYpTUP17m1fFr5PHzAyno4nRHZIGCSEEEIIIYQQxVRUcgKGphN1ZTrV2JrdOZuyOtsrhW04sYHHFj3G/uj91zZeGXXTrHIzOlfrzK+xh3ErWxWc3Pmu56f2ej5Honk/dE+2w6YsJUWinfoL/VQwWsRKvlMpNzRJNF1xqXUPVsA9KL9e4OSRP+cuKSIjMSZORP/55zSbrQcewHz1Vahdu2j6JUolCYOEEEIIIYQQophotS6IMtXiabUuiP9yWY/nqnn75vHAggdIMpMwNINWfq3oXL0znap1wjpqMaCXvZjznNRLqpNBPZ/rZGt1qUsn0E8tQDsVjBa5Dg3rhibnNTcq1ByJFTCQtXs1urXvnatrLdFME33SJPQ33kC7cMGxWbVogfnll6jbbiu6volSS8IgIYQQQgghhChlvtn8Dc8vfx6Fon+9/ky9ayrebqlWmaqft+NnWGg5/oB99M+pYPTozek2Ue5VmWT5sMSlLhsNP461+RyAbv5561NJpG3ejP7MM+jbrq3Spry9sYKCsB57DJzkLbsoGPKdJYQQQgghhBDFxPZOgUxcMpH3ngjMsE1mo3IsZfFayGt8tvEzAB6/5XG+6PVFpku+Z2fp+QwpBbH/oZ8KRj8ZjBa3O/1mnnWxqt6DCrgHVb41r6+ckGY00k0nKgrj9dfRpkxJs0y8dd99mB98IIWhRYGTMEgIIYQQQgghipEWLVo4Pk8vqMloVE6SLYlHFz7KrD2zAHi327u8eNuLaFksOR7WJYjAlYEEjQ3K8JxpKAstehPayWD7KKCLh9Nv5t0cq+pArICBULZJmqXP8xRA5aNsTXfLT5aFNnUqxsSJaNHRjs2qaVP7lLBOnQq3P+KmpRd1B4QQQgghhBBCXJM6DArrEkTPsxWyLOR8IfECd826i1l7ZuGkOzHlrim81OGlLIOg9NxwTm9vUClQNwl92zicFtbGaVUXjP2f3RAEWT63Yjb/kJQ+e7H12oLV+HXwbpomCMrJdRW0DKe7FQBt61aMzp1xGjvWEQQpLy/M//0P26ZNEgSJQiUjg4QQQgghhBDFUkhISKG+WS8sOb2urEavnIw7yV2z7mJ35G68XLz4494/uL3W7TnqU7rnMBPRIlbCBC+006vRkqPh0Lo0TZRmoCp1RQUMxAq4C9wDcnTem0J0NPqbb6L/9FPaKWHDh2N+9BH434TFkkSRkzBICCGEEEIIUewYw4ajmybG9z9gzppZ1N3JtqyCntxcV2bHC4sI454/7uFk/En8Pf1ZMGwBLX1b5rTb186REo92dinDqwbj9OdXaLYbVxRTugvKtydW1UEo/37g6pPj890ULAtt2jSM115DO3/esVk1amSfEta1axF2TtzsJAwSQgghhBBCFD+xsfTQDbDMou5JjqxevbpQRjMppZgaNpXxf48n0ZZIQ5+GLBy+kOre1XN+sORotNML0U/OR4tYgWYl0bwcYEt1PsMD5d8Hq+pAlF8fcPbKr0spnbZvxxg3Dn3jRscm5emJ9cYbWE8/Dc7ORdg5ISQMEkIIIYQQQoh80SI0EE+/aCaveAEfF092fRMOsbH2nd7emLNmYs6ayarAQLoGXauVk9NpYwnJCTy99Gl+3/U7AHfWuZOf7/6ZCu45KMZ8+Qz66T/RTgajRa5GUzeGbsq5PCrgLqyAgSjf28Fwz/7xb1YXLqC/9Rb699+jWddWSrOGDMH8+GMIkGl0oniQMEgIIYQQQghx0yjIOkRRyQlcqO+GceXzq1Z5etIjg+fkdNrYrnO7GDF/BOFR4RiaQVDXICbcNgFdy8baQMpCOxWMfuArtPMb0FA3NnHzxwoYgAoYiKrUGXQZwZItSqH9+ivGq6+inTt3bXODBpj/93+oHhl9BwhRNCQMEkIIIYQQQtwUWoQG4rkvmgRjdaGsYnU13Ll+JFCaYs05mA73S9gvPLvsWS7bLlPFswq/DvyVTtWzsQKVlYJ2fAbGvo/R4vffsFt51LKP/gkYiPJpD9kJlsQ1YWEY48ejr1/v2KTKlMGaOBFr3DhwcSnCzgmRPgmDhBBCCCGEEDeFqyN3zOQbiyIXpjQjk7y9WWWa9DCMDNtfTL7Is8ueZfrO6QD0qt2LqXdNpZJHpcxPZLuEfmQqevhnaJdPpNmlvBpiVR2EVXUgeLe4Yen3wpDVKmnFXmwselAQ+rffpp0Sds89mP/7H1SrVoSdEyJzEgYJIYQQQgghblpFvXx9ejWErlJKsfn0ZsYsGsPe83vRNZ3ALoG83OHlzKeFJV9AP/S9fTpYUmSaXValLlgNX0b59iySACi1onzd80QptN9+s08Ji4i4trluXfuUsDvuKMLOCZE9Mv5PCCGEEEIIcdNavXp1mschISH5fo6cjIBJsiWxIWID45ePp+43den0Syf2nt+Lv6c/f4/8m1c7vppxEKRM9P1f4LSoLsauN9MEQZZ/X2zd12B2W4Hyu6PIg6ASa+dOjNtvx+nhhx1BkHJ3x3z7bWzbt0sQVApMnjyZjh07Ur16dapXr06vXr1Yvnx5mjabNm3i7rvvJiAggOrVq9O3b18uX77s2B8TE8OYMWOoXr06NWrU4JlnniEhoWhHJF5PRgYJIYQQQgghbgo+Lp547o4moUn6q27ltJhzdmU1AuYSl5i+czoL9y9k+ZHlJKSaxubu5M5d9e/i056f4uvpm/FBLh7B2PQo+vm1jk0KHVVtMGbDF6Fcizxfx00tNhb9nXfQv/kGzbxW38kaMMA+JaxGjSLsnMhPVapUITAwkDp16qCUYsaMGYwaNYo1a9bQqFEjNm3axODBg3nuuef46KOPcHJyYteuXej6tZB2zJgxREREMG/ePFJSUnj66acZP348kyZNKsIrS0vCICGEEEIIIcRNIaxLEIErAwkaa5+SdXUp+ODQQHtB6RwUc84LpRThUeEsOriIhfsXssFlA+qvayt7VXKrxN0N7qZ//f70qNkDd+dMlnRXCu3ozxg7XkCz2UMkhYaq+YA9BPKqV6DXUuophTZjBsYrr6CdPXttc926mJ99hrrzziLsnCgIffr0SfP4jTfeYMqUKWzZsoVGjRoxceJEHn/8cZ577jlHm3r1rt1n4eHhrFy5klWrVtGqVSsAPvroI4YOHco777yDv79/4VxIFkpkGGReSWJNs2B/SAtR2si9I0TOyX0jRO7IvSPyylAAClT+fh8ppRzHi0pOIKa+G1ZyAqZp5vmcFZw98NoTw7F6LlRw9rjhGBEXI/hy85f8uf9PDsYcvLZDg+aVm9Ovbj/61O6DZ7wn9evVx7hSVDrDviSexXnbUxhnFzs2WWVqkNJmEqrilVXG5B7MNW3bNpxffhl93TrHNuXmhu3llzHHjwc3N3l9i5GM/r+jlD1ojYuLQ0s1PdLV1RVXV9csjxkcHMylS5do27YtkZGRbNmyhSFDhtCrVy+OHj1KvXr1eP3117ntttsA2Lx5M97e3o4gCOxTRXVdZ+vWrfTv3z9frjevSmQYdPjwYQAOHjyYRUshRHrk3hEi5+S+ESJ35N4RudXINEFZYCnCw8Pz7bjJycmO43kqZ8qFx3Ohvhfh4eF5PufMSsOZdmwaP3W9H8BxjGQzmd8O/8ak8ElctF0EwFl3pm3FtnTx68L59ed5euDT9oMkAFrW94533Aqqnn4Xw7zg2BZV7h5O+72AFeUJUfn3mt1MnCIiKL9kCeUXLcLtwIE0+2K7dePUiy+SEhAAx44VUQ9FVq6/dzRNo0aNGjRt2jRN3Z6XX36ZV155Jd1j7N69m969e5OYmIiHhwfTp0+nYcOGbN68GYAPP/yQd955h2bNmjFz5kwGDhzIhg0bqFOnDhEREVSqlHalPycnJ8qXL09EqoLjRa1EhkG1a9fm0KFD1K1b15GWCyGyZpomBw8elHtHiByQ+0aI3JF7R+SVk2GAoYNp0aBBg3w77h133OE43u4G7xG0NojAJwLz7ZwuLi6O5yql+PPAn7y69lWOXDgCwC1+t/BC+xe4o9YdeLl6ARC0KcjxnCzvneQLOP/3AsaJ3x2blGtlUm75Fg//fsiksFxISEBfsADj99/RQ0LQlEqz26pVC9unn+Lapw+1i6iLImsZ3TtKKZKTk9m1a9cNI4MyUq9ePUJDQ4mLi2PBggU8+eSTLFy4EMuyAHjwwQcZNWoUAM2bN2fNmjX8+uuvBAYGFtDV5b8SGQZd/cIahiG/XAiRC3LvCJFzct8IkTty74hc0678RyNfv4duv/32tKfRtGvHz4dzdu/eHcMwCIsIY8LyCaw5vgYAf09/3un2Dvc1u++G1cCuPie19O4dLWIlxuYxaJdPOrZZAQMxW3+D5loJudNywGZDW7UK/bff0BYsQLt06YYmVvv2qPvuw3rgATQ3N3l9S4jr752r08TKli2bJgzKjIuLC7Vr26O/li1bsn37dr7//ntHnaDrw+IGDRpw8qT9vvT19SUyMjLNfpvNRkxMDL6+mRSBL2SytLwQQgghRDFUEMtbC3EzKuh76frjN2nXhLGLx9JucjvWHF+Dq+HKKx1eYfcTu7m/+f3pLguf1Wpj2C6hb38Op9A+jiBIOXtjazcV87ZZ4Fop8+cLO6Vgxw70l17CqXZtnPr3R58xI00QpGrXxpw4kZTduzHXrsV6/HF7bSBxU7Msi+TkZKpXr46/v/8NU9EOHjxItWrVAGjbti2xsbHs2LHDsT80NBTLsmjdunVhdjtTJXJkkBBCCCFEabd69eqs3yAKIbKU1b3UrVu3fDl+ki2Jr7d8zQfrPyAuKQ6AIY2G8H6P96nhnftlx7XozRibHkKL3+/YZlXujtl2EpSplqe+3zROnkSfOdM+Cmj37ht2q/LlsYYMQY0ahbr1Vsjm6BFROgUFBdGzZ0+qVatGfHw8c+bMYd26dcydOxdN03jmmWf44IMPaNq0Kc2aNWPGjBkcOHCAX375BbCPErr99tsZN24cn332GSkpKbz00ksMGjSo2KwkBhIGCSGEEEIIIUqhFqGBRCUnUMMv+drS8enIKnQNCQnJtI1CsSB8Aa+seoVDMYcAe12gT+/4lI7VOub+AgDt3GqMtf3RrGT7uXQ3rObvY9V9EtIZYSRSiY9Hmz8f/fff0dKpA6ScnVF9+2KNGoXq0weyWFVK3DzOnz/P2LFjiYiIoGzZsjRp0oS5c+c6fg6MHTuWxMREXnvtNS5cuECTJk2YN28etWrVchzjp59+4sUXX2TgwIFomsbdd9/Nhx9+WFSXlC4Jg4QQQgghipkWoYF4+kVn+gZWCJG5qOQEDE3nZH03zOSErJ+QjhahgXjuiybBWO24F0NCQujarSuHYw6z/ex2ZjjP4MO59jd5fh5+vNv93XTrAuWUFrcXY8MQRxBklW+N2W4qlG2Yp+OWajYb2ooV9gBowQK0y5dvaGLddhtq1CiswYOhQoUi6KQo7r766qss2zz33HOO+kHpKV++PJMmTcrPbuU7CYOEEEIIIYqZqOQELuThDawQN4usRu3kVep7MfJiJD+/0otZnmc5ui6WOMNmb6SDk+7MC7c+z8sdXsbTxTPP53VKOY/LhofRUmIBsPz6YHacA7pzno9d6lytA/T77+gzZ6Kls3S3qlMHa+RIrJEjoU6dIuikEMWPhEFCCCGEEEKIEqkwamulXIwg4ewOam/9kST/JMd2V8OVZpWboU4qZjw5g5rlaubPCW0XqXX8WbTE4wCocq0wb/tNgqDrnTyJPmOGvQ7Qnj037FYVKlyrA9S+vdQBEuI6EgYJIYQQQgghSpz0plPm10ihZM1i9u6ZRO+ZjS3hrGN7m3gvHjlbjdtivag3exXOhjOBgYH5FwQpE+dND2Ak2sMN5V4NW6dgcMr7aKNSIS4OLTjYHgCtXn1jHSAXl7R1gFxciqijQhR/EgYJIYQQQpQABT0dRojSIK8jhc76uPKjx15+CDjN2QVXlozXdFwr1GVF/8nc9kggmu4Elolp5PNIHaXQtz+PcXaR/aFTWWydF4B78Vl9qNAlJ6Nt24a2bp39IyQk/TpAHTrY6wDde6/UARIimyQMEkIIIYQo5oxhw9FNE+P7HzBnzSzq7ghRLIR1CSJwZSBBY/OnyPrig4u5r1UoCVdqdfl5+BFfrjoelZuDszvtA9qjUXBTjfQD/4dx6DsAFE6k3DoTzbtpgZ2vWEpIQNu40R78rF+PtmlTuuEPgKpb91odoNq1C7mjQpR8EgYJIYQQQhR3sbH00A2wzKLuiRDFljFsOD1ME2PY8ByHpl9v/poJKyZgKYtWfq14rv1zDGo4iLbr38NzdzQJTQp2mpZ2ch562MuOxycC3qRy5e4YBXrWYiAy0h76rF9vD4B27EAzM/45pypVwrr3XnsdoHbtpA6QEHkgYZAQQgghhBCiRMh0uuR1oamPiydRyQnUOJBMQpP0pw7ZLBsTlk/g263fAvBQi4f4+s6vcb4yBeyG0Ufe3hAba/83n2hRGzH+fRANe/0bW8OJxBh3UznfzlDMnD2L/uuv9ro/u3dn2lTVqIHq2BGrUydUx47QsKEEQELkEwmDhBBCCCGEECXC9TWBunXrlmFbR1FpI4TuXW4MkJJsSQydO5Qlh5agofF+j/d5vv3zaJmEDemNOMqsD1lKOIixbhCalQiAVeM+bI0mwv79uT9mcWSzoS1bhj5lCtrixRmO/lFNmmB17Ijq2BHVqRNUq1bIHRXi5iFhkBBCCCFEMePj4nllaooUQhU3MW9vVpkmPYyMJ0tlp1h0Rm0+/udjlhxagruTOz/f/TP3NLwnV93MdcHqpCic1t6NlnweAKtyd8w234MqRSNfDh5E//ln9OnT0c6cuWG31bYtqnNnVKdOqA4dpPizEIVIwiAhhBBCiGImvwvjisIlK7/lD3PWTKyQEMwrr2V6S8nn1qGYQ3y84WMAJvWflGkQlKeRPxkxEzHW34uWcBAAVbYx5m2zQHeBTGrmlAiXL6PNm2cPgdasuWG38vfHGj0a68EHoW7dwu+fEAKQMEgIIYQQQoh8ldflzcU1qV/HqOQELtR3w7yy2lduKaUYv2w8SWYSd9S6g8GNBme7D/lCWRibHkaP2mB/6OaHrdMCcCmXv+cpbNu3o0+dij5jBlpsbJpdyjBQfftiPfwwqndvcJK3oUIUNbkLhRBCCCGKoQIZjSBECZZf0yeDw4NZdngZLoYLX/T+ItMaQQVB3/k6+sk5ACijDLZOweBRo1D7kG9iYtBnzECfOhUtLOyG3apePayHHsK67z7w8yuCDgohMiJhkBBCCCFEMSQjS4RIK8vpk9moMZSQnMALy18A4IVbX6BehXoF0dUM6Yd+wgj/HwAKHfPW36D8LYXahzyzLLQ1a+wB0Pz5aElJaXarMmVQ995rHwXUoYOs/iVEMSVhkBBCCCFEEWoRGkjUlWkvPi6eea6FIsTNypw1k1WBgXQNyvgeem/de5yMP0mtcrV4pcMrhdg70M4sQd/2jOOx1eoLVJV+hdqHPDl1Cn3aNPRffkE7fPiG3VabNvYAaOhQKFu2CDoohMgJCYOEEEIIIYpQVHIChqY7Phcl2/VFjo1hwyE2Fry9012W/GZXmMW2957fy/9t+j8APrvjM9yd3QvlvADEbMf4ZyQaFgBm/eex6j5ReOfPrZQUtEWL0H/+GW3pUjTLSrNbVaiANWqUvRh0s2ZF00chRK5IGCSEEEIIIUQ+uaHIcWws6Ib931RkxTG7wiy2HbgmEJtlo1+9fvSrV4gjci4dx2ndQDTzIgBW1UFYzd8vvPPnxv796FOmoP/6K9q5c2l2KU1D3X471oMPogYMAFfXIuqkECIv9KLugBBCCCGEEDeb1atXF3UXiqWQkJACOe72s9sJDg9GQ+Pdbu8WyDnSlRKL09oBaIlnALB8bsVsNxW0Yvo2bO9ejNGjcWrWDOOzz9IEQapaNcyJE7GFh2MuXmyfDiZBkBAlVjH9KSSEEEIIUXoV1BteIUq6vIZkGa3C9/batwEY1mQYTSo1ydM5ss1KwdgwHC1uNwDKsy5mx3lgFOL0tOzatw/j/vtxatkSfdYsNKUAUM7OWPfei23hQmz792MFBkLNmkXbVyFEvpAwSAghhBCikMmokJuXMWw4xp196LF7j72eUAYkMMyd9KacbTm9hUUHFqFrOhM7TSycjiiFsXUs+rmV9ocuPtg6LQDXioVz/uzavx/jgQfsIdDMmddCoIoVMd97D9vRo5gzZqB69YJMVmkTQpQ8UjNICCGEEKIAXV0tTFYKE4CjhlCPS5fBMjNsVpi1dEqSjEb+ZCYo1H7fjWo6igY+DfK5R+nT976PfnQaAEp3tY8I8ircZewztX8/xgcfoM2YkaYotKpYEev557GeeAI8PYuwg0KIgiYjg4QQQgghCtDV1cKurhRmDBueZlSIj4snVfcnYioLHxd581XqeHuzqow7eHsXdU+KnRahgazwi6ZFaGC6j9OT04Dsn5P/sOzwMgzN4LVOr+Wpv9mlHfsVY/e14NdsNxVV8bZCOXeWDhzAePhhnJo3R//tN0cQpHx87COB9u/HmjBBgiAhbgISBgkhhBBC5LNMp/jExtpHhVxZXSqsSxA9z1bgZM9PZeRQKWTOmsmqJo1lWfl0RCUncLK+myMoLQhXRwU90OIB6pSvU2DnuUo7F4Kx+XHHY7P5B6hqgwv8vFk6dAjjkUfsIdCvv14LgSpUwHznHXsI9OKLEgIJcRORMEgIIYQQIp+lrgl0deSPY9SPjBQp1W74eueTm6GG0NVgNL9C0dBjoaw6ugpn3ZlXO76aL8fMjHZ8Jsbau9FUCgBmncex6j9f4OfN1KFDGGPG4NS0Kfr06WimfWqiqlAB8+23sR04gPXyy+DlVbT9FEIUOgmDhBBCCCEK0PVvcM1ZM7GeejLNSJHc1EERxVNYlyDebTgoTaCR06/v9VMJoXQWHS+o4AxAKeUYFfRwy4ep4V0j389x7WQW+u4gnP69H81KAsDy74vV8nPQtII7b2YOH8Z47DF7CPTLL9dCoPLlMYOC7COBXnlFQiAhbmJSQFoIIYQQopBdX/ckJ3VQLiZfZHfkbmp418DX0ze/uybyQV6+voB9KqFuOApMG8OG08M0MYYNz3C6WUhISIkrOB3WJYgQM4TuXfK/36uOrmLtibW4Gq683OHlfD++g+0SxuZH0E/OdWyyaj6I2fpr0IvgrdaRIxgffog2fTqazebYrMqVwxo/Huupp2RUohACkDBICCGEECJfabPnEHDsGNrsOaghea8VcinlErN9T7O+XCxbPGPZ86kPlrJwd3Ln7W5v83SbpzF0WfK5VLsuHEpPSV19rCD6nHpU0JhWY6hatmq+nwPzMvrRX9H3f46WcNB+XjSsFh9h1RtX+COCjh61h0DTpqUNgby9scaNw3rmGQmBhBBpyDQxIYQQQog8Sl3PRQ0ZzKkaNdIEQbmZBnYh8QIfrv+Qet/UY0yDvfzse5pdHhexlIW3qzeXbZd5ccWLdJnWhV3nduXHZYjC4O0NlnlD3aiboSYQFM51Lju8jI2nNuLm5MaLHV7M34MnnUff8y5Oi+pibHvqWhDk5InZcR5W/fGFGwQdO4b+5JM4NW6MPmWKIwhS3t6Yb7xhrwn0+usSBAkhbiAjg4QQQggh8qBFaCCe+6JJMFZnWPg2J6MfEm2JvLvuXb7f+j1xSXEA1LrsxvDz/rSN8+KW7//E39Ofl2a9xNRTU9l8ejPtp7Tn6bZPM6jhINr4t5GRQsXY1WleqwID6Rpk/37JzvdQaZHVCKa81s9KPSpobOux+Hv65+l4DgkH0fd/iX70FzTzcppdVqWumK0+B++m+XOu7Dh+HP2jj9B//hktJcWxWZUti/Xss1jPPgvlyhVef4QQJY6EQUIIIYQQeRCVnMCF+m6Y+bQ89tNLn2baf9MAaFyxMS93fJnhL/yMk+4MlonpVQWAMnvLEDYhjKeXPs2iA4v4/N/P+fzfz/Fx96FX7V4MbjSY/vX6oxVVAdubSG7q9aQOPW74HvL2ZpVp0sO4+UK9vE4bW3hgIVvPbMXD2YMJt07Ic3+0qH/Rwz9DOxWMhnJsV5qBqnovVv3nUBVa5/k82XbihD0Emjo1bQjk5YX1zDNY48ZB+fKF1x8hRIklYZAQQgghRDExY/cMpv03DV3T+fnunxnaeCi6pmMwLd32AV4BzBs8jz/3/8nM3TNZcWQFUZejmLF7BjN2z+DZts/ycc+P0TWpDFBQcjuqJ7PQw5w1EyskBDODNkop/lz+J/Va1SPiYgRnL55lk7GJV1a9QkRCBBEXI4hLiqOcWznKu5WngnsFqnhV4eEWD1PJo1JOL7HEsJTlGBX0ZJsnc3+tykI7vRB9/+fo59en3WV4YNV+GKveM+BRM489zoGTJ9E//tg+FSw5+Vp/vLywnn7aHgJVqFB4/RFClHgSBgkhhBBC5LPcTHU5FHOIp5c8DcBrHV9jeJPhWTzDTtM0BjQYwIAGA0gxU9h4aiNz987l263f8uXmLzmTcIYpd03B1ck1x30SWcvvkWFXpRcWKRSLDy7m1VWvsvf8XtiSaqcTrNy4MtNj/rTtJ+YNnUfzys3zta/FRXB4MP+d+w8vFy+eb/98zg9gJqId+xUj/HO0hANpdik3P6y6T2HVeQxcCnHkzalT9hBo8uS0IZCnpz0EGj9eQiAhRK5IGCSEEEIIkc9yOtUl2UzmvuD7iE+Op1O1TrzW6bVM22e01Liz4Uzn6p3pXL0z7QLaMWbhGGbvnc25i+eYM3gO3m5SRLak2lkmngm1wlnxx0DHtvJu5fH18MXP049zh89xx2134Ovhi6+nL96u3lxIvEBMYgzRl6OZvWc2B2MO0m1aN6YNmEb/ev2L7mIKgGmZvB36NgDPtH0GnzI+2X9yUhT6oe/RD36HlnQuzS5VthFm/edR1YeDUXiBqtO5czh9/z3G9SOBPD2xnnrKHgL55OAahRDiOhIGCSGEEEIUsTfXvMnWM1sp71aeXwb8gpOexa9o2VhqfGTTkfh6+DJk7hDWHF9D9+nd+Wv4XwR4BeRz70V+S7Qlsj96P/uj7B87G+1kfsVzWBq4GC483fZprDUWH7/2seM5gYGBBPVMf5qaNnsObTbu5dsqsaz0iuTe2ffyfo/3eb7986WmptScvXPYc34P3q7ejG8/PntPSjyHvvd99CNT0y0KbTV4HuXXGwpzmuXp0zh9/DGNJk1CTx0CeXhgPfkk1nPPQcWKhdcfIUSpJWGQEEIIIUQRmr1nNp9t/AyAH/v9SLWy1W5slMuCwrfXup2V961kwKwB7IrcRddfuvLX8L9oVLFRfnRdAD4unnjujiahSf5M1Zm/bz6PL36cC4kXrm28UvpmUGQl3n9zLbXL1yZwTWC2j6mGDGbLrp38+eZvPPf3c/y4/UfHVLNv7vymxE8htFk23ln7DgDj24+nnFu5zJ+gFNrRXzDCXkZLibm2GR1VbXDhF4UGOHMG/X//Q//pJ7TExGt98vDAGjsW6/nnJQQSQuQrqSYohBBCCFEErha7HRU8CoAnbnmCAQ0GpNvWnDWTVU0ap5kSll2t/Fqx5oE11KtQj+Nxx+k2rRv/nPwnT30X14R1CaLn2Qp5XhJeKYuEk/8wbN4wLiReoJxbOdoHtGd0s9G8e6QO68PaMXtvc2qXr52t44WEhNywzdlw5qs7v+KLXl+gazrT/pvGnb/fSeTFyDz1vajN2D2D/dH7qeBegWfaPpN54/j9GGt64bTlMUcQpAwPzHrPYOu7D/PWXwsvCFIKtm1Df/55nBo0wPjqK0cQZLq5YXv+eWz792O9/74EQUKIfCcjg4QQQggh8iA3I0NiE2N58K8HWXRgEWCvcfJhjw8LqovUKleLNfevYeAfA9l0ehO9f+/N9AHTMwyfRM7kpmB4apYtidjDf5N04SgA49qN44MeHzimCxrf9AHdADKeFphaZiucaZrGk22epF6FeoycP5L1J9fT8eeOzBsyj6aVm+bpOopCipnC++veB+D59s9T1rVs+g2tZPR9/0Pf+wGalXRtc/URmC0+AbfKhdFdsCy0zZvR5s1Dnz8f7ejRNLuVuzvm448Tfvfd1LntNowcjgYUQojskpFBQgghhBB5kNORIeFR4XT8uSOLDizC1XBl8l2T+fSOT3E2nAu0nxXLVOTvUX/Tt25fEm2JDJs3jB+3/Vig57xZ5LRgeGp7IvcQs/sPexCkGUy9eyqf9Pwk67pRmYhKTuBkfTeiMlnh7I7ad7D2gbXUKV+Ho7FH6TKtC8sPL8/1OYvKrzt/5VDMISqVqcSTbZ5Mt412fgNOy9ti7H7LEQQpj1rYOi/CbP9LwQdBpom2bp19BFCdOjh17ozx+edpgiDl7o753HPY9u/H9sEH2GSFMCFEAZORQUIIIYQQOdAiNJCo5AR8XDwdAVB2R4YsPLCQB/98kLikOKp6VWX24Nm09i+82iRlnMswZ/Acnl76NFN2TOHppU9zKv4Ub3V5q9QUEi5JgsODefivhzGTEzBcvChbry+jmo4qtPM3rNiQdQ+sY/i84aw5vobh84az8eGN1KtQr9D6kBfJZjLvr7ePCppw2wQ8XTzTNkiKRN8VhHH4WuipNAOr/nisxm+AU5mC65zNhrZ2rX0EUHAwWkTEDU2UYaC6d8caNAg1cOC1qWBm9kaACSFEXkgYJIQQQgiRQzUOJJPQ5NrjrEaGWMrig/UfEBRqD486VevEjHtm4OvpWzAdVAqsZNBd4LqQx0l34rs+31HFswrvrnuXD9Z/wJmEM3xz5zcFPjqpNEgvDMypq/WiPlj/AQBlvGtQn64klS/8ld58yviweMRi+szoQ+jxUEbMG8HaB9bi7uyer+e5+rrV8EsmODQwzzWWAH4O+5ljscfw8/Dj8Vset280L6OdXoh+7De0s3+jKZujvVW+NWab76BcyzyfO13JyWghIfbpX3/+iXb+/A1NlLMzqmdPewDUv78sDy+EKDISBgkhhBBC5EBYlyACVwYSNDZ7b2bjk+J5+K+HWbB/AQBjW4/lk56f4GK45K4DiRFQM8L+W9xlJ7TorShXH7TLp9HOr0c7vwEt6h+05GiU5gTOZcHJC5y9UE5ejs+D3L0Y0qYHC46sIvbYz0yZs5mHWj6Em+EEyszGhwVlqmFVuRvKVM3dtZRAUckJGJqe6RSszMQlxTE6eDRLDi0B4Nm2z/Lh7R/yTtA7BGUzINFmzyHg2DG02XNQQwZjDBtOD9PEGDY8Z0XGrRSID8flQhh/NmrOu5e2MT/mPyYsf4Fv+n6bm8vL0NXX7WR9N8xcvnapJdoS+XHDe3Ryg8BmnfHc/SZa3D60qI1otrg0bZXhgdXsbay6T4KWzzV4EhPRVqywB0B//YV24cINTZSrK6pXL3sA1K8flCuXv30QQohckDBICCGEECITeRkJcjD6IPfOuZe95/fiYrjwVe+veKjlQznrgLLQzoXQx28lTn8vRIvdCbdf262vvC3Dp2rKBsnR9g/g+olgzYHmjtIku+G/CTnrG2BsH49VsSOq6mCsqoPA3T/HxyhJ8rKUfIqZwpA5Qwg5FoKbkxvf9vmW+5rdB+SsCLUaMphTu3aihgy2b4iNpYdugGVm2MeeXdqgRYaiXQhDu/Af2oUw1IXd6KQA4A18Ut7+ceTCJI4uP0itho+hKncH1yIcvaIsuHTcHvTE70OL2wfx4ThF7yDM96K9TdRsiErnqe4BWNWHY9UdC2Wq51+fLl1CW7YMfd48tMWL0eLjbzx3mTKoPn2w7rkH1acPeHnl3/mFECIfSBgkhBBCCJGJ3I4EWXZoGaMXjOZC4gX8Pf35494/aB/QPmcnTzyLselR9Ii/6VwRiM3e05SLDxcsP8p5OkNKPNjisZIuYJCcs/Nnk35+PZxfj77jeVSlzqiqgzH97y6QcxW1nI4Mu0opxbPLniXkWAgezh78Pepv2lZp69if0yLUacIjb29WmSY9rqw8laaPl89g7HiBHtFzYHXaY2RUJaqWM3BhNWxcjUJDlW+F8r0d5dsT5dMBDNcc9TVbzCRIOHAl9Al3hD/E70czL9/QPKNJbMq5PCrgLqwao1CVuuTfSKD4eLQlS+wB0NKlaJcu3XhuLy9Uv372AKh3byhTgDWJhBAijyQMEkIIIYTIRHqjLDIbxaGU4pN/PuGN1W+gUNwacCuz7p2Fv2fORsxoZ5ZgbH4ULSny2rHRUOVvQfn2YPGq7fTt2R6SotCSItm28wAtez6JqtgBvBrwyVtvERR0LbAIDAwkKPB1sMU7AiLtyr+kxJGcGM3CQ4tYcvBvkpSJoTtzX/MHuL12L/sbas1g+q+/M/r+Bx1vsLXIdegnZtvftAMaCi0yFCJD0bePp7ZHG3SPZ6DaINBLTj2ikJCQPK0Qlp4vNn3B5B2T0TWdXwf+miYIyo3U/TNnzcQKCcFM02eFdngKxn8vo6XcmCIqBZfiPSkTWw6r7xMor4b2r+PZFZjn1uCiKeDK1zRmG8Rsg32foAx3VMXOKN/bsXx7gHfzG+pSpUspyqlEAqx4/M1Y9IPfwaVjaHHhaPHhcPEImsp+4eRTNjhiudG+4QPo3o1RZRuivBqCm1/2+pMdUVH2AGj+fLS//0ZLSrqhiSpXDnXXXfYpYLffDm5u+XNuIYQoYBIGCSGEEEJkIr2RIBkFBReTLzJm0Rjm7J0DwCMtH+GLXl/g6pSDkRRmIvrOiRgHvnJsUm5+mM0/QPn3ARd7KPXPnEDubBLoaDNvaSAtaj+c7iEdNWVGjLbXlLlyDJWqjTNwT73HaHh+L88ufZY1x9fw69pJvEkVJnaaiKZpHEj4F+Xb81q/KnfHavIGxO5GPzHbHgwlHABAw8Lr4ibYNBr130tYdcZg1X7U/ma9mFu9enWmYVBOpnQBLAhfwCsrXwHg49s/pl+9fjnr0HUjf9KTpr/x+3m01u84bT3u2KRcKmJVG4wq1wLKNUcfPRF35YKyTKznX7K34W5o+BIRsYeZMONW2ugXGOZTgepWtOM4mnkZLeJviPgbA1CulVG+PbB8e6LKtbSHl5dOol06jnb5JFw6gXbpBEfiD1GGa8Wc2b4oy8tW6OBZ2xH0qLINueReg1Yzh3P4YhQ/9P0/2rd8CCv7r2TWwsPRFy5EW7QIbcMGNOvGoysfH9SAAfYRQN27g0su638JIUQRkjBICCGEECIfHI45zOA5g9kVuQtn3Zkven3BmFvG5OwgcXtw2jjaXhfoCsu/L2bbn8C1Uu47d11Nmcw0qtiIv0f9zbvr3uWdte/w9tq3ibocxReTT9PDtNIvUuzdBMu7CVaTQIjdiX5yDtrx2egXDwGgJZ7B2P02+p4PsBo8Z1/WuyCmGhWQ60cK5WTU0Paz23ngzwdQKB6/5XGeaftMjs9vzprJqsBAugZlMTXNSkEP/xR9z3vU9rg2isWqcR9mi4/BtWKqgxqgp38YP+/aPNx7Jn1m9OGl89HM6PsFgyuUR49YiRaxEu3yKUdbLekc2vGZ6MczL1yd2YQpZbiDV4MroU+Da6N8POve8H3y9T+fcPhiFLXL1XbUW8oTm80e+ixcaA+BDh5Mv4++vlgDB6IGDUJ17gxO8jZKiNJq8uTJTJkyhRMnTgDQsGFDXnzxRe6444407ZRSDBkyhJUrV/Lrr7/Sr9+1oP/EiRO88MILrFu3Dg8PD4YPH05gYCBOxehnR/HpiRBCCCFECbXyyEpGBY8i+nI0vh6+zBw0k47VOmb/AEqhH56EHjbBUR9F6a5YLT7CqjM2/6a9ZJOmabz19W5iyjfjm2o7+WbLN0T7+zL1QDMwVWZPhHLNsco1x2z4Jqe2/UrNlIXopxeiYaGpFIx9H6OfWYKt3RQo16LwLioPshoplJFT8ae45497uJRyiTtq3cHnvT5Hy+XXMqvRSFr0Zowtj6PF7nJsUx61MFt/k2Y0V3b1qNWD1zu/zjtr3+GR5a/R+KF/aNR2hH1+WXz4lWBoBVrkGjRb5vW0lFGGg8qF03pZTuuenNA9eb7po1CmKsqzrr24s5ZBMpVKXFIcn278FICJnSfibORy6mFsrL0A9KJF9vo/MTHp97tePay77kL174+67TbIZGSWEKL0qFKlCoGBgdSpUwelFDNmzGDUqFGsWbOGRo0aOdp999136f5MN02TYcOG4evry7Jlyzh79ixjx47F2dmZN998szAvJVMSBgkhhBBC5JJSii82fcGrq17FUhZtq7Rl1qBZVC2bg6XWk6IwtjyOfvrPa8ct2xjbrdPBu1kB9DqbYmP5v3h/br1o8WCTcGZUjiBZh1l7mmTv+ZpGgmc7UhqMxkg6hX7wO/T9X6KpFLTYnTit6IDV5HWsBi+CXnx/JW0RGoinXzTBoYE5Wk0uITmBe/64h9MJp2lUsRG/3/M7Tnm4zgzDqKTz6HveQz/4LdqViX8KnWPugwjo9RNobhAZCZGRaOfPX/v3yGG0FBskJ2H07o0WFYUqVw5q1EDVrImqUYOJ1TtzwKsDf8RuYOT8kax/cD1lnMtA2YZYZRtCvafASkGL3mQPhi4eRbn5QZnqqDJVUWWqgXs1cKnAgLVvEZWcQI0DySQ0qcBztR7M8Wvw9eavib4cTb0K9RjRZETmjePi4ORJtFOn4NSpa/8eOIC2fj2azXbDU5Suozp2RPXvj9WvH9Svn+M+CiFKvj59+qR5/MYbbzBlyhS2bNniCIN27tzJN998w6pVq2jYsGGa9qtWrSI8PJzg4GAqV65Ms2bNeO2113jrrbd45ZVXcCkmU0uL7/95M2GaZpp/hRDZI/eOEDkn940Ae+hz/ffApZRLPLn0SWbtmQXA6Kaj+bL3l7g5uWX7+0WPXIPz5ofREk87ttlqP46t2QdguEMmx7m+T5k9NhSAApX59/Lq1asdI1CuPmfEOT8833iPoX/cw9yKEUz1rcB92bi+NPeOawBmk3fRqg7Decsj6LE77aOEdgWinfqLlDaTUV7F54136tcuKjmBmPpuWMkJ2f66mpbJ/cH3syNiB5XKVGLevfPwdPbMn58jKSlw/jxaxAmMsEkYe2ajXUiEeCAO1GVvlFWL6hd2oT1Wz14EWWUymgvQzp2z/3vddidgBjBNhxNld3Py+4Y0uKU36mpgVL06qmZN8G8H5W/N+ASWxbaO9r+GB4UGEfjYmzl+LdadWMdHGz4CBW83fgZ9exjq1Cm006fRroY9qT7XErK3+p/y8sLq1QuzXz+sXr3Ax+faziL6uS//3xEidzK6d9SVn4FxcXFpRvK4urri6pr5lGXTNAkODubSpUu0bWsv/H/p0iXGjBnDJ598gq+v7w3P2bx5M40bN6Zy5cqObbfffjsvvPAC+/bto3nz5rm7wHxWIsOgw4cPA3Awgzm9QojMyb0jRM7JfXNzS05OJjw83PH49KXTPP/v8+yL3YehGbzY7EWG1RrGsUPHsndAlYLfue+ofH6qYzSHzSjHiSpvEefeDQ4ez/z56fQps8eNTBOUBZZK0+Z6y5cvx9/fvupZfXd3QnWNLpaipq0mbx2uxWt1D/N8nf1U2baKAI+AbF1q2nvHBa3KFHydv79y7RZ6zBacV7TjjO+znK8wIlvThfJbWFgYLVrYp6zVf+11uuka6t4h7H//XWw2G4amYyor09cutc92fcbCgwtx0V34X5v/kRSRRHhE9p57lZaYSJmdO/Hctg2P7dtxOX0aIyYGp/j4zJ9HLBo7cnQuAOXklO5oGQBnC2pfAC6chZ2/3LDfcnYmxc+P5IAAkqtUsX8EBJBSqRKaaaIlJaFf+Wi1ZQtRgYFptmmJiejJyfZtiYloycn2fVc+T74US93YMxyyKXwSNVxsz+b4+lJLqlKFuK5dievalYutW6Ocr0w3O3/e/lFMyP93hMid6+8dTdOoUaMGTZs2JSFVUPzyyy/zyiuvpHuM3bt307t3bxITE/Hw8GD69OmOEUCvvfYa7dq1o2/fvuk+99y5c2mCIIBKlex1/yIiInJ9XfmtRIZBtWvX5tChQ9StWxdD5u4KkW2maXLw4EG5d4TIAblvSp/Uo1+y28bFxYUGDRoAsObYGu5fdj/nL5+nontFfh/4O52rd872+bWEwzhvfhQ9Zotjm1mpG7Y2k/B3DyC7C9Cn7tP1j1utC8KrxkUWR85ke6dAnAwDDB1MK81zMj3m3NmsDgqia2AgDYDGp2qyqFI0670v8FH4RywZvgQ9k+Am03un0dckR9+P85ZH0RMOoKskAs5+gp/tX2ytf0R51Mjmq5B3rdYF4XUhhvjIvWzvFIjL5cvckeq1cjrthK7paCrz1+6qKTumMO3gNAB+7PcjQxsPzV5HYmPR//kHff169HXr0LZuRUtJyfV1KQ8PVMWKULEiqlIl+79XPqhUCePrb8HNFQwnkv8MxnnM44QmJdElKQnzySfQjh2zfxw9inb8OEkH9+F+8cal1QH0lBRcT5zA9Uqx1cxUB1ixIkfXUgYod+3KMm2rypRBBQSgqlSBgADH5yrV5/j64qVpeOWoF4VH/r8jRO5kdO8opUhOTmbXrl03jAzKSL169QgNDSUuLo4FCxbw5JNPsnDhQg4fPszatWtZs2ZNgV5LYSiRYdDVL6xhGPIDUohckHtHiJyT+6b0CA0N5fbbb093X4vQwGt1TZxDHTViunfvjq7rfLPlG15c8SKmMmnl14rZ986munf1bJ9bO/YrxrZnHQV3leaE1fRtrAbPY+RwRIymaWm+J1M/jk65SGx9N8yUi/ZtGoAGGpl+H2d2TEPTmHKgKa1abSD0eCjfb/ueZ9plvTJWhvdOpdsw79iM2vk6xsGv7W3Ph6KvbIvZ8n+omg8WSuHs7LxWV3uR1c+AlUdWMm75OADe7PwmI5uNzLjxuXNo69ahrVuHvm4d/PdfusuYX6XK6GheFpQFvICyoALqYzW8GxXQGCpVcoQ+VKoE7u6ZX/jSZY7l6o1y5dDi4+iq269fGzDAfk6uRS+aZTJwyp0cDVtDZ6sqH9cZi8vJM/aw6OhROHo021OzciJFh8tOYHN1plw5XzTvcqiAgGtBT6rPCQiAcuXS/b7RuHEaXHEn/98RIneuv3euThMrW7Zstov4u7i4ULt2bQBatmzJ9u3b+f7773F3d+fIkSPUrFkzTfv777+f2267jYULF1K5cmW2bt2aZn9kZCRAutPKikqJDIPSc/2Sn0IIIYQQkPZ3BGPYcHqYZvrLo2OvD2NoOifru2EmX3tje1vn23h04aNM3zkdgJFNR/Jdn+9wd87iDfdVKbEY255FPz7DsUl51sVsPw1VoU0erq4QeXtz3DT5+Exznq66g4mrJ3JH7TtoWLFh1s/NiFMZrFafoQLuxtj8KNql42i2eJy2PI51agFm6+/APbtjpYrW3vN7GT5vODbLxogmI5jYaWLaBsePo61dax/1s24dWhZTzlT9+qi2jaDqQXT/3WiVrgVFVqWuWM3eQ/m0y3V/s71c/RWGbvDNiN9oe6ktXyecJLbePiY/PzlVhxXExNhDoaNH0Y4dg4gIcHa2B1NubuDujnJ3B1dX+7bU26/bduDySXrO7s+ZpEja+Ldh6cilmK5lc329QgiRF5ZlkZyczKuvvsro0aPT7OvYsSPvv/8+d955JwBt27bl008/JTIy0jE9LCQkBC8vr2yNMC0spSYMun7JTwmHhBBCCNEiNBDPfdEkGKvto3xiY+mhG2BdKy6Z1e8MJ+JOMHTuULae2YqhGXx4+4c82/bZbP91UYv6F+Pf+9EuHnFss2rej9nyc3AuHhNVHCOi/JLTrJqVeqqcOWsmVkgIY7p1Y8HM/iw/spwH/3yQFfetwNPFM0/nV5W7Yeu1DWPHBPSjPwOgn1mM9ncrzFu+RFXL5lSrdBTG74TnL53nnj/uITYplg5VO/BD3+/RwsPR1q9HX7vWHv4cz7gOlNI0aN4cq3Nn+2pWraphRH6NfjxtYKm8m2E2fx/l26tQRk1dr7JHZaYPmE6v33sxfed0ulTvwgMtHrDv1DSoUAEqVEDdcksWk7kydzjmML0WDOJMUiTNKzdn4fCFlJUgSAhRSIKCgujZsyfVqlUjPj6eOXPmsG7dOubOnYuvr2+6o3uqVq1KjRr2Kc49evSgQYMGPPHEE7z11lucO3eO9957j0cffTTLgtWFqfAr9BWAFqGBrPCLpkVooGPb6tWri65DQgghhMg3ISEhmT7Oqn1mWoQG8vq+eWl+h7jKdjmGt9a8xa1TbmXrma1UcK/AouGLGNduXPaCIGWi73kfI6SbIwhSTmWxtZ+O2XZSsQmCIO2IqKhUI6KuD1G6d++Opmn80O8HyruVZ9vZbQyYNYCLyRfz3gnnsphtf8TWcb59eXJAS47GaeN9GP+MhKSobB3m+q9/Xn8n9HHxxFQWPhkEXkm2JIb+cS9l9x7m7TAfVvxZDs+adXFu3hynsWPRf//9hiBIOTlh3Xor5oQJ2IKDsUVEYNu8GSvoCfTqy3Da1j1NEKTK1MTWbiq2Ozaj/HoXTBDk7c2qMu7g7e3YlN691KVGF97q8hYATy99mi/+/QKblX7h6Zzci1cdjz1O7997cyr+FI0qNmLJiCVUcK+Q4+MIIURunT9/nrFjx9K2bVsGDhzI9u3bmTt3brb/sGAYBjNnzkTXdXr37s3jjz/O8OHDee211wq45zlTakYGpZbVEHAhhBBClBzXj/69/nFq2uw5HFi0kB7no1BDBhPWJYjAlYEEjU1/KkxUcgIXUk0J8wbOnNmGdWofl8xI3r/SrlnlZswZPIda5Wplr9OXTmD8+yD6+bWOTZbPbZjtfwGPmtk7RjFWtWxVFg1fxJ0z7mTtibUM/GMgC4YtoIxzmTwfW1Xph81nO8a2Z9BPzgFAPzkH7fw6zDbfo/zTX73lqsy+P3Lj6iipNJKT0bZuhbVrOTDvWxbuPo13EkAUsPiG5srdHXXrrahOnVCdO6PatYMyqV6rmO0Y/3yEdnK+Y3U5AOXig9X4Nazaj4FRsH9Nvjryy8zGvfZSh5fYdnYbweHBvLTyJWbtmcX3fb+nhW+LNO1y+rU4HX+aO3+/k2Oxx6hbvi5LRy6lkkel3F+UEELkwldffZWj9jExMTdsq169OrNnz86vLhWIEjsyKCws7NrnXYJ4t+Gga/+zjo2lx6XLEBtbRL0TQgghRG5cP5IgvdG/mT1HDRnMqRo1UEMGZ/uclpnM5fP76DejH4c2f0PC8bVcMiMxNIM+dfrwy4BfWP/g+mwHQdrJeTj93cYRBCl0zMYTMbutLLQgyMfFk6r7EzMczZJee1NZOXpOmypteLve23i5eLHm+BoGzR7E5ZTLeen2Na4+mLf9ju3WX1Eu9lEhWuJZnNYNxNj8KCRmb2leY9hweuzegzFseN76c/Ei2qpV6EFBGHfcgVPFijh17YrT66/TatvVIOga5e2N1bcv5vvvYwsNxRYZiblsGdYbb6C6dbMHQUqhRa7FCO2P84r26CfnOYIg5eyN2eg1bH33YdV7psCDoKuyG9zoms6sQbP4oe8PeLt6s/XMVm6dciuvr349V98DZxLO8O2Wb+n5a08OxhykhncNlo1ahr9nyagXJYQQJVGJHRkUFhbG0KHX5o9LfSAhhBCi5Lt+JMH1I3ey85xMeXuzyjTpbGgsPbiY2IPLSLpwGCwby680aR/QnhFNRjC40WAqe1TOfudtF+01b45cK6qr3Kthtv8FValT9o+TD7IaEZVee4DAtdl/DkDE1ggWjllIv5n9WHV0FYPnDGbukLm4Obnlqt/XU9WGYqvYGWPLE+hnlwCgH52GdnIeVsOXsOqPAyObRbyvyFYNoZQUiIlCf+UVe72fbdvQbOlPhQK4VN4Lt+53oDp3xurUCZo2hYxWgVIK7ewS9L0foUf9k3aXqy9W/Wex6jwOzsW7Ro6maTzU8iHurHsn45eNZ374fD7e8DHz9s3j+z7f06VGl0yffzbhLMHhwczZO4e1x9eirgRhAV4BLBu5jGplqxXGZQghxE2rRIZBnf75EKrF02pdEP91ffvGBld+0eshSzEKIYQQJYZjmvedfcDbO92p3i1CA/H0i3YUOb7+MaQtepyaUor1n47n5anjOe55nPN/BF87t1s5JrZ9luFNhlO3Qt2cdz5mO07/jkaL3+/YZFW9F7P1t+BSPufHy6HcTJHPr8LKt1W9jT+H/kn/Wfai0kPnDmX2vbNx0vLp10x3f8xOwVhHf8bYMQHNFo9mS8DY9Sb6oZ8wm72Dqj4ctBsHvKe3Ylaa8NBmo87JGBoej6H+sSiMX0aj/bvRPhII4L//0u1SYoAfcyueI6S6RZ27H2TC/T9gZlXH5+IR9KO/oh/7NU0xcbDXBLIavoBV8/4ch1tFzd/Tn1n3ziI4PJhxy8ZxMPogPX/rySMtH6Es1wItpRQRFyNYEL6AufvmEno8FEtdWyGtfUB7BjcazMgmI2VqmBBCFIISGQZl5FjsMVYcXsHyYbB2zwaqB1THbVp33J3dqVimIs/f+jwtfVsWdTeFEEIIkZ6rK33pRp6mel8fcNRpX4e31rzFzN0zOXzhMBjAZfD18CXO048yFRuil6nE651fz/nJlIV+4Cv0nRPRrGT7JqMMZqsvUDUfKLwVn9JZJS2jUOyq/Kyt06l6JxYMXcDds+5m6aGlDJs3jBkDZ+TLsQHQNFSth7D590Xf/Q764UloWGiXT+C06UGsA19jtfg44xFYyclw8CDa3r30WLcOY+RItL174cABNiQnp2q4Md2nq4YNsTp1QnXqxPHmNbh1xVAiL1n0r9efr+/9LuOvc0o82sl56Eenpakf5Thu2caYDV9EVRsGesn+tXxgg4F0q9GNiSET+Wn7T0zeMRk3FzfmfTOP+OR44pLibig03a5KO+5tdC+DGg6ihneNIuq5EELcnErk/3XW3fYKry96nfeeCCTRlshnGz/jt12/cSD6wLVGOkSeiUzzvDl75zDh1glM7DQRV6fis6SbEEIIIbLn+ulPmU2H2nluJxOWTyDk2LWaQh7OHgxsMJARTUfQo2YPaq56GUPTMVONUMi2xLMYmx5Fj/jbsUmVa4Xt1mng1SDnx8tnhT2FvmuNrswfMp+Bswey+OBiRi0YRWCjjGs95YqbL1brr7HqjsX471X0s0sB0GO2oK/ugVXpLurHuKL98Qfa3r1oe/YwPjQUp08+cUzz6pnFKZSmgacneJfD/PR/qI4dobJ9umBsYiz9p3Uh8lIkLX1bMm3ANAz9upHoykI7txr92HR7QWjzUtrdaCjfnlh1n0D590t3RFNJVc6tHN/0+YZhjYfRd+4QEhNjOBZ7LE2bNv5tGNxoMIMaDqJmuZpF01EhRL64HB2NewVZ7a+kKpFh0FWrjq5i3N/jOBhzEABDM2gf0J6etXqyb+U+Rt43kkRbIpdtl5m8bjLrotfx4YYPWbB/AT/2+5H2Ae2L+AqEEEKIm1eL0ECikhPwcfFMf8WmDFw/4uX6xxcSL/B26Nt8t/U7TGViaAa96/RmeJPh3FXvLjxcPPLcd+3MUozNj6IlnXNsM+s/j9U0qNCK/eZFdqbkZSW9KXo9avVg7uC5DJo9iIUHFhIbF8tzLs/Rukrr/CkGnJwM587BuSSshLGoMw3RN/+GdigSToEe8RcPWsD3cxxPyajqk3J2hnr1UI0apfkwnn8BnJzBMlH33ONob7NsjJw/kr3n91LFswrzh87HM3Wx7fgD6Memox/7He3S8RvP59UAq+ZorOojoUzVvL8W+SCr0WO51aVGF7ybjsC6dA40A6U7sbXbu3i7eqd9zYQQJU7M4cPsX7CA8AULOLVxI08dPEjZqsXjZ5rImRIZBp27dI5//P/hs1mfAVDFswrvdH+Hu+vdjbebNwCBKwLpW9e+9KgxbDhVTR9iKrTn6cZH2Ht+L11+6cKkuyYxutnoIrsOIYQQ4mYWlZyAoelEZVIc2sfFE8/d0SQ0ufaXx+tHvFx9bCmLaf9NY2LIRCIv2UcH39PgHj7u+XGGU1B8XDwdgVS2mInoOydiHLi27Kxy9cVsNwXld0f2jlEc5MOUvOuLexvDhkNsLHd6ezP7/dkMnjOYtRFrWTvHPj3K18OX26rexic9P0n79UhKgnPn0M6dg4gI++dnz9r/vfr46r/R0Tnup80wMBo3doQ9M//7j6FvvQV164Kz841P0G8cqaOU4rm/n2P5keWUcS7D/KHzCfAKgJRYtBNz7NPArisGDaCcy2FVH4aqMRpVoW3hTRvMpoIcPabpBi5eAQCYyrK/XkKIEkcpxbmwMMKvBECRu3al2b//r79oM3ZsEfVO5EWJDIM6/dyJkxdPoqHxZJsnCeoaRFnXTFZcuPoLT4Innb8IY/zf45m1Zxbjl42nW41uslqBEEIIUUhSFy1OL+i5XnZXxdpyegvj/h7H5tObAWjg04Aven3B7bVuz/R5ORmRRMw2nDY9hBa317HJ8u+L2eZHcMvBqmP5pKBGdeRabKwjXLqzzp0sGb6Ez9Z8RsSFg7jt3U+zMxE0iArmwMcrqe7RDOfIKIiIQLtwIV9Or9zcOF/FoILfJYyqCgKAAEjyq4xrh9dRAQNB09gdGAiNGmV8oHQWIvl689f8sO0HNDR+uWsKtxCJvnE02qkFaFZi2n5oBsqvN1aN+1BV+oORPyurCSFEYbFMk5P//MP+BQvY/+efXDhyJMO2+xcskDCohCqRYZBPGR+8DC9+GvAT7aq2y/Fzf777Z47FHmPjqY08teQpFgxdgFbM/lIjhBBClDYtQgPx3BdNgrGasC5BOV7+PD2RFyN5Y80bTN0xFYXCy8WL1zu/zlNtnsLFcMmfjlsp6Ps+Qt/zPpqy151RuitW8w+x6j5ZZKM9CrsmUJaUgkuXID4O/Z136BoWRsdtYbiePHldw3hgQ84OXaYM+PqifH3ZGx1Nw65d7XV8fH35LyaGpkOHQs2aNA15iarqIi9d2sCw5H0AeHAG/hmGVbETVouPszzX9SuQLT64mBdXvkhDZ5jarAvtDzyPlnj6xj6WbYJV836sGiPAzS9H1yeEEEXNlpTE0ZUrCV+wgAMLF3IpMjLrJwFnt28n5fJlnN1L1kqIooSGQX8M+oP40/E08W+Sq+cbusEP/X6g7eS2LD20lN92/cZ9ze7L514KIYQQN7frawJdP60or5YdWsYDfz5A9GX71KFRTUfxfo/386c2zVVxezE2PYwes9WxSZVrga3dVPBumn/nKSayPdpIKZociqT1/nM0OhyJ8W43tH//RTOvrGa2074ku5HJIRJdnXCtUg3l5weVK6N8fR0Bj/L1tf975TGe9ml8LUIDHaPJwrrYi1PPDgykaZ06juOe0b141uMOBnX5BSPsJfTINQDo59ehr+zAsKqN0cPLge4MmhNKd77yueHYNvw20I5O41TMAbZv/pwNVS3auwHxa9K+DC4+WNWH25eEL9ey2E0DE0KIzCjL4mhICGFTp3Jw8WKSE7L3/+cylSpR/667qD9gADV79MDJtfjXyhM3KpFhULWy1dh/dn+ejtGoYiMmdppI4JpAJqyYwB217sDX0zefeiiEEEKI7NQEyg1LWby79l3eW/ceCkWzys34sveXdKzWMf9Ooiz0A1+i73wDzUqyb9IMrIYvYzV+DfR8GnVUWK6f+nT1cUICeHs7mmU62sg00f75By04GH3BAlYdO5Zx26tPcXNDa9YM1aIFNG+OatqUddYRBqx+jDgnG690GMbb3d7O9mWkV6eoh2liDBt+YxHs8q0wu/6NdWYhRtgraAn2VWdblNsD/72c6XmaA2yGGsBb5dPuU5oTyv9OrJr3o/z7lrzvBSHETS/h7Fn+mzaNHVOmcOHw4Ww9x7tmTRoMGED9AQOoettt6EZmcb8oCUpkGJQdaf6ylc7cb4A2iW1o4duCsIgwxv09jpmDcr6ShhBCCCEKT9SlKB7880GWHV4GwOO3PM7/ev4PV6d8/KvkxSP2JePPr3VsUl4N7EWiK7TNv/MUouunPl3/OEPJyWghIWgLFqD/+ae9yHMGlKsreHmBhyfmB+9jNm3KvpQUGjRujJHqd7COdOJTb4sxi8bw4YYPAXij8xs4G+kUc87K1bqQlpn+fk1DVbkLm9+d6Id+5ELYq/ioxPTbZkGVa4FVYzRW9eFFUiOqOEhd8ysrV2uCHavnkv0C7UKIAqMsiyMrVrB90iQOLFyIZbNl+ZxKTZvSYMAAGgwYQOUWLaS0SilTasOg1P+jyugXnnWh6/hx7I90mNqBefvmMX/ffO5peM/1hxJCCCFEPshOwejMbD2zleHzhnMs9hjuTu580+eb/J3mrRTakSkYYS+i2a6NZjLrPYvV7B0winE9hAz+8JUrFy+i/f03enAw2uLFaOmsNqacnFDdu7PEsuj9yiuoZs0wRo6yF5C2TNTgwSjThPDwdE/xQIsHOBZ7jHfXvcuHGz5kxZEVTL17Kg18GmTatay+hzLcrztj1XuKdkf30cF2BndsGMrGV42HgbKhWSmgbGCloKxkpu2ayaaInRhOHrzW5W0qV+kG3s2y9fKVZqtXr852GJQfNcGEEHkXf/o0//3yCzumTiX26NHMG2saVW+9lfoDBlD/7rupULduofRRFI1SGwZlVyu/Vky4bQIfbfiIZ5c9S9caXangnrtfUoUQQgiRsfTeHKY7kve6qUtdu3Zl0vZJjP97PMlmMnXL12XmvTNpXrl5/nXu8hmMLU+gn13i2KTK1MBsOwlVuWv+naeAmLNmYoWEYGbyRj3TekAxMWiLFtkDoOXL0S5fvqGJcndH3XEH1sCBqH79oHx5nENCUF1z9/q82eVNGvg04Jllz7DlzBbaTW7HR7d/xOO3PJ7hX5+zChjCugQRYobQvUv6r0OC5sJKl1qAfbnzL2uOtl/blf2Wsnh99ev8b/9OXAwXlo1cSOX8nH4ohBCFwDJNjixfbh8FtGiRPZzPRKUmTWj5yCM0GjwYTz8pgH+zKP1hUHIMWtw+htzmBokR4HZjXaCJnSYSHB5MeFQ4L654kcl3TS6CjgohhBAlX06mkUDWI3kvp1zm90u/M23jNADuqn8Xk/tPppxbuXzrs3Z8Fsa2Z9FSYhzbrFoPYbb4BJzL5tt5ClpWr/v1+z0TEtB//BFtwQL7VLB0pgwob29U3772AKhXL/DwyNE5szKsyTA6VuvImIVjWHl0Jc8ue5avNn/FiCYjGNF0BHXK18n8AOmMiMppn5LNZFYfW81f+//ir/1/cTrBvlLYD/1+yN86VDeBnN7/Qoj8FX/qFGE//8yOqVOJO34807ZO7u40HjKElo8+SkD79jIF7CZUOsIgpSDxDFrcPrT4fRC3z/G5lngWgFYAfwVilW+N8uuN8u+DhgWAm5MbP/X7ia7TujJ953SGNh5K7zq9i+56hBBCiBLo+qXj05PValWp9x+5cIShc4cSFhGGrum83fVtJtw2AV3T895ZZaGd/Rv9wFfoEcuvbXbzw2zzvb0wcGl05Aj6ggVowcG8smED6b2SqnJlrLvvRg0ciOrWDVwKtkBy1bJVWTRiEd9t+Y7XV7/OgegDvL32bd5e+zbtA9ozoskIhjQaQiWPSkDa75Fs1z7KwMzdM3l22bNcSLzg2Obp4smbnd9kVNNRebmsEi/T4twZyMk0MiFE/rBMk8PLlrF90iQOLl6MsqxM21du1oyWjz5K0xEjcCtXrnA6KYqlEhkG6Wf/ptL51TglRKPHh9tDn5Qb57On+9yYrRCzFfa+z2sN3TH+PYbldye3+vXi6bZP89Xmr3hqyVNsH7MdL1evAr4SIYQQovTIztLx2R29subYGobPG07U5SgqlanE9AHT6VGrR947mRKHfnQ6+sFv0BIOptllVRuC2epLcPXJ+3mKC6Vgzx704GD7FLCwsPSb1ahhH/0zcCDq1luhkFeJ0TWdp9o+xf3N72fB/gXM2DWDlUdX8u+pf/n31L+8sPwFetXuxYimI7ir411pnptVwJja1ZpCR+s6oyLCuH/TVwD4efjRv15/7m5wN91qdMPNyS0/L69kyqo4txCiSMWdOMGOqVMJ+/ln4k+ezLStc5kyNB42jFaPPop/mzYyCkgAJTQMctk8miq2+CzbKddKKK+GqLINwckL/dxKtAvXfgnycLoMx2eiH5+JQuNT314crliFReePMzFkIl/e+WVBXoYQQghRqlxfvDe3BaN/3PYj4/8ej82ycYvfLcwZPIeqZavmrXPxB9APfod+9Be0636HUGVqYjZ/F1VtaN7OUZzs3Ik+c6Y9ADpwIN0mERUrUnHMGKyBA6FlSygGbw68XL24r9l93NfsPs4mnGX2ntn8vvt3tp7ZypJDS1hyaAkezh4MaDCAkU1H0qNmjxyNRAnrEsTrK1/ndNXT/Hrcvlrcc+2f4/3u72PoskyyEKJ4s2w2Di5Zwo7Jkzm0dGmWo4B8W7Sg1ZgxNBk+HNeyJWfasygcJTIMup4qU90R+qiyjaBsQ5RXwxv+smcBXD5lHxZ+ZinJxxfhZiQDoKFwjljGwvIwxwkCd33P2sZD6Fy9c+FfkBBCCFECXV+8N6tivtdLMVN4YfkLfL/tewCGNh7KT/1+wt05l6t4KYV2bhX6ga/QzixBc5QJtrMqd8eq+xSqSj/QSkkQsGsXxttvowcHp7vbatMGNXAg1oABhJ0+XehTelLXlDGGDYerK5V5e98wFcnP049n2j3DM+2eITwqnJm7ZzJj1wwOXzjM77t+5/ddv+Pr4cuQRkMY2XQkrf1bZ/jXbtMyORF3ggPRB1haaSn/7fwPQzP4sveXjLllTIFesxBC5FXssWOOUUAJp09n2tbZw4Mmw4fT6tFH8bvlFhkFJDJUIsMgW91xnI53x69+N/RyjcDJM/tPdg9A1XoIs9ZDvPf36wQ+eQfa2aXox2ehXbYPrxvsBYM8Yf7aITDiBOjOBXQlQgghROlyfbiQ3bAh6lIUI+aPYPWx1WhovN3tbV667aXc/RKrFNrZZeh73kOP/jftLsMdVX0kZr0nS9dS4fv3Y7zzDtoff6Cpa6GX0nVU586oAQOw7r4bqld37OveIPNl3HMsG8vbp6kpExtrX4r+6ueZaODTgMAugbzZ+U02nd7EjF0z+GPPH0RcjODrLV/z9ZavqVuhLiOajKBD1Q4ciz3G/uj9HIg+wMHogxyKOUSymew4npeLFzMGzaBX7V55vmwhhCgIZkoKBxcvto8CWrbMPu03E/6tW9Py0UdpPHQorl5S7kRkrWSGQY1e48L+/fiWb5CnOe2mMlCVu6Iqd8Vq8hb6kcnoez9ESzyLrsG9LtFEr+mPV9eFEggJIYQQBWTXuV3cO+dejlw4gqeLJ7/c/Qt31b8r6ydeTym0s0uuhECb0+4qUx2rzhNYtR4qXTWBjhzBeO89tF9/RUs1XUD5+WG9+CLW8OFQqVKhdCWrYs4tQgPx9IsmODQwwwLjWdE0jfYB7Wkf0J5Pen7CiiMrmLF7BgvCF3Aw+iDvrH0nw+e6GC7UKV+HxhUbM7HTRJpWbpqrPoj0abPnEHDsGNrsOaghg4Gc1XMSQthdOHKEHVOm8N+0aSScOZNpWxcvL5qMGEGrRx7Br1WrQuqhKC1KZBhUIAxXrLpPYtV8EP3Q99j+ew1XLCqcD8H6937M9tNBl5dLCCGEuKpFaCBRyQn4uHjm+s39X/v/4oE/HyAhOYHa5Wozd8hcmlRqkrODKIV2ZqE9BIrZlnZX2caYjV9DBQwqXf8fP3EC/YMP0H/+Oc2S8KpiRXsI9PjjUKZMEXbwRtkpMJ4TzoYzfer2oU/dPiQkJ7Bg/wJm7prJ4QuHqV2uNvUq1KNuhbrUq1CPehXqUa1sNakLlAdZhXlqyGBO7drpCIIg+yMDhbjZmSkpHPjrL7ZPnsyRFSuyHAVUpW1b+yigIUNw8czBLBkhUilFvxXlE6cyWA2eZ0vCZVofDMJNB/3kXNAMzHY/l65fJIUQQogcSl3zJSo5AUPTicrFm3ulFB9t+IjANYEoFN1qdGPGPTPwKZODUTtKoZ3+E2PPe2gXdqTd5d0Ms/FEVMBAyI+l6IuLM2fQP/4Y/aef0JKvTXtS5ctjPf881lNPQSl7Y5D6ey4jni6ejGo66qZfDr4gpRfmZedrI4TIWMyhQ45RQBcjIjJt61q2LE1HjaLlww/j26JFIfVQlGaSbGSgVcuXeGjTF/xcIRZXHfQTf1wJhKaUniKTQgghRA6lqfmSS5dSLvHYosf4Y88fADxxyxN8esenOBvZnJKtLLRTwRh73keL/S/trnIt7CFQlbtLVwgUGYn+v/+hf/cdWmKiY7Py8sIaNw5r3Djw9i7CDhac/PieEwVDvjZC5JyZnMz+P/9k++TJHF25Msv2AbfeSqtHH6Xhvffi4uFRCD0UNwsJgzLgbDhTue4D3LvnS+ZX0XBGoR+fYQ+E2v4kgZAQQoibTn7UfDkZd5LBcwaz7ew2nHQnvuj1BY/d8lj2nqwstJPzMPa+jxa7K+2ucq0wm7yO8u9fLJZIzzfR0eiff47+9ddoFy86NqsyZbCeegrr+efBpxTVQLpOfnzPCSFEcRB94IBjFNClyMhM27p6e9Psvvto+fDDVG5WihY7EMWKhEGZuK/5fbTb/CXDzxrM8dfQVAr6sV9B0zHb/Fi6/uIohBBCZCGvNV/+PfUvQ+YM4ezFs/i4+zBr0Cy61OiS9ROViXZijj0EitubZpdVvjVW49dR/n1LVwgUF4f+f/+H/n//hxYX59is3NywnngCa8IEqFy5CDuYcz4unnjujiahSYVsPye/6wwJIURhsiUlER4czI7Jkzm2enWW7at26ECrRx6h4b334lzM6r6J0kfCoEy09G1Js8rNmHduJ4tbPErfcz+jKRv60WmgOWG2/lYCISGEEDeN3LyZv2raf9N4csmTJJvJNK3UlLlD5lKrXK3Mn6RMtBN/YOz5AC1+X5pdVoV29hDIr3fpCoEuXkT/5hv0zz5Di452bFbOzliPPor18stQpUoRdjBzma0eFdYliMCVgQSNlRE+pYExbDg9TBNj2HDMWTOLujtCFCtR4eGOUUCXo6IybetWvrxjFFClJjlcQEGIPJAwCMCyIDER3N1v+IVydLPRvLTyJd45spPet/+KsXEUmjLRj0wBNMyWn4KTpLZCCCFKv7AuQYSYIXTvYq8R4uPi6VhNLCOmZfJayGt8/u/nANxd/26m3jUVL1evjE9k2dBOzLSHQAkH0u7yudUeAvneUbpCoMuX0X/8Ef3jj9FSTR9QhoF64AHMV1+FGjWKsIPZI/VjbiKxsfTQDbDMou6JEMWCZbOxb/58tv3wA8dDQ7NsX61zZ/sooEGDcHJzK4QeCpFW6Q+DwsPRFy1C27IF4uMhIQEtIQESEnj17FmcvvzSMQdflS+PatwY1aQJNGmCatyYkTV78ar2Kv+e+pd97k1o2H46xr+jrwRCk9FOzsOq9SBWncfBs3YRX6wQQghRsFK/2c+qhsuFxAuMDh7NssPLAHi146sEdglEz2hUrWVDO/47xt4P0RIOpt1VsaM9BKrco3SFQElJ6FOmoH/0Edrp047NStdRI0diTpwIdeoUYQeFEEJkJik+nrCff2bzV18Re/Ropm3dfXxoNno0LR9+mIoNGxZOB4XIQOkLg2w2tI0b0RYuRP/rL7QDBzJsev3fJLWYGLT162H9ese2ACCyrAvbfEyidz0Mw17CrPsVxsFn0JSJlhKDsf9z9P1foPz72kcKSSgkhBAij9Jbsvn6bcV5Wef9UfsZNHsQ+6P34+7kzk/9f2Jo46EZttfOrcHYPg4tbk+a7VbFzlhNXkdV6la6QqCUFLTp0zHefx/t+PE0u6whQzDfeANK+BuFVuuCOHc5lsqR3vzX9e2i7o7Io+xME81smqAQpU38qVNs+eYbtv30E0mxsZm2rd61K60eeYQGAwfKKCBRbJSOMCguDm35cvSFC9GWLEkzxz49ytUVPD25YLNRLiAA5ekJrq5oR46gnTx5Q/vyccncHgcc2QxzhtiPUa8mqqETVDuKVs+GVkmhnVmEdn4DZvtfUP53FsSVCiGEuEmkXrK5RWggUckJ1DiQTIKx2jEipzCWdc5N4LT88HJGBY/iQuIFqnpVZe6QubTya5V+48unMcJeRj8xK81mq1K3KyFQNgpMlySmifb77/YQ6NChNLusAQMw33wTSsnKMdEpFzE0neiUi1k3TqU4h5w3FW9vVpkmPQz7Cro31Hy6bj/INEFxc4gIC+PfL75gz6xZWDZbhu3cK1akxf330+Lhh/GpX78QeyhE9pTYMMj5zBmMkBCMxYvRVq9GS0m5oY3SdVTHjqj+/bF69bIXXPTwABcXAD4JDCQo6Loh7hcuoO3ZA3v2oO3ejbZ7N+zehR55Pk0z7cBRSDXoSFXQ0RpYaPVjMA7djdX7Tawmr0mBaSGEEDnmKMx6Zx/w9iZqTACGpnMy1apKBV28NaMAKjNKKb7a/BUvrXwJS1ncGnArs++dja+n742NrRT0A1+h73kXzXZtpSirfBusFh+hKnXOx6spBiwLbc4cjHfeQQsPT7urTx/MwEC45ZYi6lzxUhghp8iaOWsmqwID6Xr978rZ3C9EaaKU4vDff/PvF19wdOXKTNtWaduWts8+ax8F5OpaSD0UIudKZBjk0qMHjTduTHef8vJC9eqF1b8/6s47wccnZwcvVw7VoQN06IBKtfnFGQ9xcMlvPH6pEXee8UTbvh0tVRKsRVvwD/APaIDxztvoTb/D6jIS1bw1qmlTaNAAnJ1zfL1CCCFuMlcLs+oGxMZin7ScQZtiULzVtEw2nNzA91u/Z/be2QDc3/x+vrnzG1ydbvxFWDu3+sqUsGvLxCsXH8xm76JqPVS6/pCiFNqff2IEBaHt2pVml9WjB9Zbb6FuvbWIOlf4ZBpRySJfL3GzsyUlsXvmTP79/HPO79mTcUNNo37//rR//nmqduiAVpqmNYtSq0SGQfru3Wkeqxo17OFPv36oLl0cI3/y04DOj9H1yG+sdD7OiXEn8EzR0DZtQlu/3v6xcaOjEDUAl0DbFImx6f+u9dPZGRo0QDVtav9o1swePHl753t/hRBCiKxkNh3n6kigwLXpLwVus2ysPb6WefvmERweTMTFCAB0Teej2z/i2bbP3vjL8OVTGGEvoZ+Y7dik0LBqj8FqGgSuOfwDTnGmFNrSpehBQejbtqXZZXXqZA+B/p+9+46Povj/OP7a3UuvJEAKvXcQISDSm4CABaQrig3Bn1gRe8D+VbGgoigigkqTKkVqEBGlSe+9pQAJ6fV25/fHJZdcSEhyuTSY5+MRcrdldi7hLsn7Zj7T5SabApeLn5MH7seiSW6e/X2VI34qFvn9km5VKTEx/Pfdd+yaPp2kyMh8jzO5utLy4YcJeeYZORVMqnAqZBgEkNS8Oc6DB8PAgZa59SWcvt5R7Q7q+9XnZMxJlhxdwuiWoxHduyOyfkiazSj79lmCoY1LUP7+ByVe2LShZGTAwYM27wwKJydEjx4Y996LGDgQAvIYSi9JkiTd9Eq7TkqrLaF4Ho0p9BQwgAw9g7BzYSw5uoQVx1ZwNSV7CrWvqy/3NLyHx257jA7VO9ieaKRbpoQdehdFz37jxPALwWg9DeHXxhEPqXwQAiUsDHXyZNRco5iNkBBLCNSr181VDDsfezqF8vqa13nvqdCy7orkIHKkkHSzu3bqFDumTWP/Tz+RkZyc73HuVavSdtw4bh87FvfKlUuxh5LkOBUyDErdv5+TcXE0atQILUfRupKkKAoPNn+QyVsm88uBXxjdcrTtASYTok0bRJs2MGECJJ7BtHwQysFDcAG4ACLKD87H204vy8hAWbsWde1axNNPI+65B33aNAgKKpXHJUmSJJUPNnVSsgqzJiaW2OjR6PREYnPUIMqPGTOrT65mydEl/H78d66lXrPu83fz595G9zKo8SC61eqGs3b9yFwlapNlSlhCdp0c4VwZveV7iNoP31RTwpStW1EnT0bdssVmu2jVCn3yZMTdd98SIZB085IjhaSbkRCC83/9xc5p0zj+++8gRL7H+jduTPvnnqP5yJFyVTCpwquQYRABAZk1FByroHdlR7UYxeQtk9l8bjPn485T06dm/o151sE8fBvaf8+gnp0DgEIMhndHzP5voRyPQNm5E3XFCpQLFyz7hUBZvhzlr7/Qv/wSMWSIIx+eJEmSVEHkLszqn1nMGSzLO5eUrJ+DKRkprDu9jiVHl7DEeQkfL/zYekyARwD3NrQEQF1qdcGk5vOrRPJFtH0TUS8utm4SKBj1xmI0nwzO+S9PXdEoO3eiTp6Mun69zXbRtCn6W28h7rsP1Jsn9JIkSboZmNPSOLJwITu+/JKovXtveGytbt1o/9xz1OvbF0W+nks3iYoZBpWQglavqOVTi261urH53GZ+OfgLr3Z89cYNam7obb9H+LVD3fM8ishAjf8bJX0Mep/5GCNHYnz6Kcp//6EsW4Y6ezZKVBRKTAymUaMwli+3jBLyu3l+YZYkSZKu12pLKJ6BMSzbEprnlK3CTuMqjstJl/l2y7fMjJ3J6pOrScpaDlyBYM9g7m98P4MaD+LO6neiqTcYlWukox7/AvXw+7mmhLVHv30aVMpnifmKaO9etClTUFetstks6tdHf/NNxNChUEojmCVJkqTCSbp8mf+++47/ZswgKSoq3+MUTaPp0KG0f+45AlvfRD+7JCmTDIMyFXaJ3gdbPMjmc5uZe2Aur9z5SsGV4hUFo96TCN9WaP8MR0m5hJIajhbWE+O2qRj1xlqnlxnPPov2zDOoiy3voqoLF1pGCc2YYVkZTZIkSbop5TVlqyRqc4SFhdGtWzcuJlwk7dpp9OQrpCddoc6RJVxKuAROQOYCXzW9a3J/4/uJ2RrD9898j1qI6VxK1Aa0Pc+hJBy3brNMCfsAUfuhm2dK2KFDaG+/jbp0qc1mUacO+uuvI0aOBJP8FUuSJKk8idq3j51ffcWh+fPR09LyPc7F25vbHn+ckKefxrtGjVLsoSSVLvmbSpZCLtF7f6P7mbB2AidjTrIjfAftq7UvVPPCvz3mXv+i/TsK9coWFJGBtmcCxB/CaD3NUkOgcmX0X3/FWLAA7dlnUa5dQ4mIwHTPPRiPPYb+0Ufg5eWIRytJUgWU11TW0i46LJUeR3xfN27aSI1WNdgbtZc9kXtYvG0xCXsTiE6JtjnuUuZnzbUSLpXqsKHPV7QJaoOiKIT+FXrjIEgIlKj1qEc+RL26NXszao4pYZWK/VjKhePH0d55B2XhQpQcNSVE9eror72GGD26RFY0vZUUNEpOkiSpKIRhcHL1anZMm8a5zZtveGylevVo+3//R8vRo3GRf3NJt4BbMgzShg23hD+engWOBMrNy8WL+xvdzy8Hf2Hu/rmFDoMAcA1A7/IH4sBraMc/t/Tl1AzwrIfR8DnLMYqCGD4cc5cuaGPHoq5dC4D6ww8omzahz5yJ6Ny58NeUJOmmkN/KTwVNb5XKTokHdVlFpvOYhnToyiE6Lx5GcswZjH8zsneoQAqWOj8uPjh5VEVzr8LvXacw5PB8nEyu6MKgbXDbgq8vDJTwFZYQ6FqupdP9O6Df/gX43la8x1henDmD9t57KD//jGIY1s0iMBBj0iSMxx4DWUjUIQpb2FySJOlG0hIS2D9nDru+/pprJ0/e8Nha3boR8swz1L/7blQ5tVe6hdwk47WLKC4OVI0eySl2FaJ+qMVDACw8spDkjPyXHMyTasJo9RHmkJnZm/a9ghK5zva44GD0FSvQv/4a4eEBgHLmDFqvXqgvvwypqUXutyRJFVd0eiIXG7paiwhLZS8sLOyG+zcX8A5kQecXRF8wn03Nmtq8oRGVGMX41eNpM7MNiTHHMcgARSMkOIQnWz9J34y+/DPmH2JeisGvxUh8692Fe2ArOtboiJrHSmB5Mswo537BtK41pm1DbYIg4dUIc7vZ6N3Dbo4g6MIF1KefxtSsGeqcOdYgSFSujP7hh5iPHsV4+mkZBNnLxwcMnU3ubvmumufv7En146klWjhdsp9cal4qb2LPnmXjpEl8Vbcu659/Pt8gSHN2puXDD/PYzp2MWreOhgMHyiBIuuXcmmFQIX75uJGutbpS17cusamxTN813a4uiNqj0Zu8BoCCgfbvKMhRY8GyQ8F44gnMu3ZhdOxo2SQE2uefY2rfHv77L3ezkiTd4oobMEiFd6OwRxs2nB6HDltGotpxflEkZyTz1/m/CP0zlCbfNmHm3pkYwsClUj0qNx9BlbZP8fcjf/PN7Ku8eMCFds99jKvJjvBCT0M5PRPTH80x7RiDEn/Eukv43oa5w3zMffYhao2s+LWBIiJQn38eU5MmaN9/j2I2AyB8fdHffhvzsWMYL7wA7u5l3NGKTV8wH/2PNdeFmjnt6zKFXpF+cspYOSVHpkrlQXpiIofmzWPhfffxTePGbP/sM9LyecPfvWpVOr/5Jk+fOsWA778noFWrUu6tJJUfFfy3NfsU5pePG9FUjdc7vw7Ax/98TFyqfcvcG83ewgi+BwAlIw7T34MgI4+26tVD37AB/cMPEZm1CJQjRzB16oT6zjuQkXH9OZIk3ZIcFTBIJaswYdGNRCZGMnHDRH50+hH/T/zp+XNPPvj7AxLTE2kT1IZND27Cp8HdOHlURckKZuLibEbE+jt7ogvDOuIivxEYTko66vFpmNY0xrR7PErSaes+w/9OzJ1WYO61HVF9UMUPga5cQX3lFUyNG6N9/TVKejoAwssL/fXXMR8/jvHKK7J+n4PJ0SWSJBWVOS2NY8uXs3TkSD6vVo3lDz/MydWrETmm8uZUtWVLBsycyf+dOkXnN9/EMyCglHssSeXPLVkzyBFGNhvJx9s+5mj0UT7b/hmTu04ueiOKit5+NsrGzijxh1ASjqP9Oxq90zJLQemcNA3jhRcw+vTB9OijKHv2oJjNlkKWq1ejz5oFTZo44qFJkiRJxaQvmM+m0FC6TnHsaAYhBD/t/4mXN75MbGqs5S0dYVn6vX219ugHdRY+shBVUfE/ux7PQzEkNvPLs63cIy32dZlC6MZQpozL3J4ei3rqG15uNB1tX4rNsUZAb4wmkxCVO1//86oiunYN9bPPUL/6CiUxeyqmcHfHGD8e48UXwd+/DDtYcbUqxLvuBY0ukWGRJEkAhtnM2bAwDi9YwLHly/Md/WOlKDQcMICQCROo2aVLwatAS9ItpoK/hVc8xfnlQlM1pnS1/ML8xY4vuJx02b6GTJ6YOy5GOFt+WVcj16BcWpb/8c2aYd661bJ0bea8VnX3bkzt2qF+8QXkk4ZLklTxFHXKV3FHm0glK+f3M3e9n8LURTkZc5K+v/blyVVPEpsay+2Bt/PzfT9z6v9OceaZMywYvIBmRjPryl/XTa/x8Snc9Oi0K6gH3sS0qj7awVA8TNlBkBF8D+ae29C7rEJU6VJxgyAh4OxZlLlz0Z56ClPDhmgffmgNgoSLC/qzz1qmg73/vgyCiqEwYVBOeT0X5FQkSbp1CcPgwt9/88eECUyrVYv5/fuzf86cGwZBzp6ehDzzDOMOH+aBxYup1bWrDIKkIvnhhx/o2LEjNWvWpGbNmtx1112sX78egGvXrvHyyy8TEhJCUFAQzZs3Z9KkScTl+j954cIFhg4dSnBwMA0aNODNN9/EnDntvLy4pUcGFfeXi/sa3cftgbfzX+R/fLTtIz7p/Yl9DXnWRW/7HaZtDwCgHXgDc/AAUJ3yPt7JCSM0FNG/P9qYMSjHjqGkpaFNnIjy++/oM2dC7dr29UWSpHLjRiuFtdoSSnR6IrUC07OXYI6Lo4eqgaGXck+lguS3GlyW60bl5GA2zHyx4wumbJlCqjkVN5Mbk7tO5pmQZyyrgmVSFv1GtXPnUBb9hhhi+XmS800PfcF8jLAw9Px+9qVc4u7ADZhWfYGiZy+OIFARNYeiN34ZfJrb9wUoa4YBhw+j/v03ytatKH//jXLx4nWHCScnjMcew5g0CapVK4OOSjd6LkiSdGsQQhC1dy+HFizgyKJFxF+4UOA5iqZRt3dvmg4ZQsN778XF27sUeirdrIKDgwkNDaVevXoIIZg3bx6jRo3izz//RAhBZGQkb7/9No0bN+bChQu88MILREZG8tNPPwGg6zrDhg0jICCAtWvXEhkZybhx43BycuKtt94q40eX7ZYOg4pLURTe6fYO/ef359v/vmVCuwnU9KlpV1sieCBG5U6oV7eiJJ5APfMjRr0nb3xO27aYd+xAffNNtGnTAFC3bEG5/Xb0qVMRjzxScd+1lSTphqLTE9EUlYtyCeYKoTDLZec1WnVP5B7GrhrL3qi9APSs3ZOv+31N3Up1rztWDHmASwcPWIMguP5NjzzDxcRTqMemop6dQ6fK6ZCZJQrFCVH7IfTGL4Fn/YIfZHkiBBw/jrppE8rGjZYAKCYm/8OdnBAPPoj+2mtQq1YpdlSSJEnKcvXoUQ4vXMjhBQuIOXGi4BMUhZqdO9N06FAaDxqEe+XKJd9J6ZbQr18/m/tvvvkms2bNYteuXTz00EPMmTPHuq9OnTq88cYbjB07FrPZjMlkYtOmTRw7doxly5ZRtWpVWrRowWuvvcbkyZN55ZVXcHYu5AquJaxChkG6rtt8dgRNAAgQRWu3e83udK7Rmb8u/MV7f73H9H72rS4GYDR/F5fN3QBQD71DRvVhYCpgKVVnZ/T//Q+9f3+cnngC5fx5lMRETGPHoi9bRsbXX0NQkN19km4uJfHckUqOEML6vfJz8sDr8DUSmlZC13X8nDyIyUii1ol06zZ7X8ekG8vreeM0YhQ9dB116HAy5v2S53k5v38AIld7ufd36dLFej8lI4X3/n6Pz3d8ji50KrlW4n89/seDzR9EUZR8v7+527wRJf4opmP/Q72wEIXsKcZCc0OvPQZzg+fAvUZWpwvVZpmKjEQNC0MNC0PbtAnl0qV8DxXu7hjt22N07Ijo2BEjJAQ8PCw7K8JjrSDs/ZlTlP/HknQzupV+X4s7d46jv/3G4UWLuLxvX6HOCWrThsZDhtB48GC8q1e3br8Vvl7SjeX33BHC8ltYfHy8zZRBFxcXXFxcCmxz2bJlJCcnExISkucx8fHxeHl5YTJZ4pWdO3fStGlTqlataj2mZ8+evPjiixw9epSWLVsW/cGVgAoZBp0+bVnJ5OTJkw5rs4mugzDAEBw7dqxI5z5W+zH+uvAXcw7MYVDAIGp41LCzF77U8u6Fb/wGlLQoYv95i6iqYwt3akAA6q+/Ejx1Kv5LlwKgrVmDaN2a8x98QMKdd9rZJ+lm5MjnjlRy0tPTra9H86sMZ865OYzuOpxjx44xv4qlLtCcDdnbivM6JhUs5/OmSUwMXVQFPcfXet++fTb1UXJ+/zyFE77HEoht6GXd1qRJkzy/Tzuv7OTtvW9zIckyLL5PtT683OJl/J39OX78+A37mPOa+VH1BAKvzKBy9DwUsn9Z0lVPwi41Jajbh5hNfnAhGSi//4/UpCQ8du/Ga/t2PLdvx+0Gr2tmHx+SWrcmqXVrEm+/nZTGjcEpx1TsPKaMSY5T1J85+T03JOlWc7P+vpYaHU34+vVcXLOGmEIGQF5161K9Xz+q9emDZ03LTIyIpCQi5GuFlIfczx1FUahVqxbNmzcnMcdCEZMmTeKVV17Js41Dhw7Rp08fUlNT8fDwYO7cuTRu3Pi646Kjo/n44495+OGHrdsuX75sEwQBVKlSBYCoqCi7H5ejVcgwqG7dupw6dYr69eujZRZRLi6TpoGmgm7QqFGjIp3biEb8fOFnNpzdwMa4jXxw+wd290MJ/hSxoTWK0Am4NhffkFfAtWrBJ2b59VfSV6/Gafx4lKgoTHFx1HnhBdJXrULIQOiWp+s6J0+edOhzRyoZrbdOwatWEquvzGdPp1AAevfufd3rU85txXkdk/KX1/Mmr6/1/PnzGTp0qPU8Z2dn675Djd5jyl9TCH0q1Lo/9/foWuo1Xg97nR/3/whYVgj74q4vGNBgQKH7mvOa1xEC9cI8nA68hpKW/YuIcPbHXP//0Os+hXnbXuo161Do65U25exZ1F9/Rdu4EWXHDpR8CjEKV1eMTp0wunfH6NED0bIlLqqKC5D32mpSSbD3Z458/ZJudTfb72tCCOLPn+fc5s0cXriQ85s357sEfE4+tWvTZMgQmg4dSuVmzWQRaKlA+T13hBCkp6dz8ODB60YG5adBgwZs2bKF+Ph4li9fzvjx41m5cqVNIBQfH8+wYcNo1KhRvqFSeVYhw6Csb6ymaY57gVQy/1Gwq81xbcex4ewG5h6Yy9vd3sbV5GpfP3wbY9R9HO3UDBRzIk7HPsS4/YuitTFwIOY770R7/HHUVatQUlNxHjwYc1gYNGtmX7+km4pDnztSiYjJSCKuoSt6RpL1e9WzZ8/rjrPZ5uvDJl2nh/z+lgib500ePzMURbH5unfv3v2G93NacnQJz619jsikSADG3j6Wd7u9i49rASt/5ZLvNWL3of33LGr0NusmobpiNHkZo+FzYPJEI+//Y2VO11H++AP1u+9Q/vgDRYjrDhGqimjTBtGjB6JnT8Qdd4Cr5efwLb1sajkhf+ZIkn0q6nMnNTaWiF27uLRjB+E7dhC+axfJlwu38rJHYCBNhwyh6bBhBIeEyABIskvu507WNDFvb+9C/59ydnambl1LjcbbbruNPXv28O233/L5558DkJCQwAMPPICnpyc///wzTjlGHFetWpXdu3fbtHflyhUAAgIC7H5cjlYhw6Dy6O76d1PDuwYX4i+w+OhiRjUfZXdbRtM3UM/+jKInoZ7+HqPB/4FXg6I14u+PvmAB3Hcf6oYNKLGxmAYMwPznn1DTviLXkiSVb/qC+WwKDaXrFLkKT2lrtSUUz8CY7JXdKFzx5vCEcJ5d+yzLjy8HoKFfQ2b0n0HHGh3t6sd110i/hnpoCurJb23qAhnV7kVv9TF41LbrOqXi8mXUH39EnTkT5dy563aLBg0weva0BEBdu0KlSmXQSUmSpFubnpHB5QMHLKHPjh1c2rGDmAKmNOfmWqkSjQcNoumwYdTs3Bm1AgZg0s3PMAzS09MBy4igBx54AGdnZ3799VdcXW0HgoSEhDB16lSuXLlinR4WFhaGl5dXuRr9KsMgB9FUjcdue4zJWybz3X/fFSsMwjUAo9HzaIffRRFmtINvoXeYV/R2nJ0tgdBdd6Hu3o1y6RKm/v0xb94M/v7290+SpHIrrxWppJJXmNXCcjKEway9s3hl0yvEp8VjUk1M7DCRVzu+av/I0pyEgXJ2DtqB11HSrmRv9qyP3vpzROBdxb9GSRAC5e+/Ub/9FmXpUpSMDNvdNWtiPP44xsiR8o0NSZKkUiaEIO7sWcuIn507idi5k8g9ezCnpha5LScPDxrecw/Nhg2jTq9eaOVkdSVJApgyZQq9evWiRo0aJCQk8Ntvv7F161YWL15MfHw8gwcPJjk5mRkzZpCQkEBCQgIAlStXRtM0evToQaNGjXjqqaeYPHkyly9f5r333uPxxx8vsGB1aZJh0A2EhYXlvQxvPsbcNoZ3t77LPxf/Yf/l/bSsan+VcKPh86invkNJu4x6cTFGzE6EX97Vy2/Iywt9+XKUbt1QTp5EOXYM7d570deuzV45RZKkm0ZRXrOkwtu3b5/D3sk5Hn2c8WvGs+X8FgBCgkP49u5vaVG1hUPaV2J2o+55FjVmh3Wb0Nwxmr6G0eBZ0MrPLyFW8fGov/yCOmMGyuHDNruEoiD69MF48klEv34g3zGWJEkqFamxsYTv3GkZ9bNzJ+E7d5J85UrBJ+bDzd+fmp0702TIEBr074+Tu7sDeytJjnP16lXGjRtHVFQU3t7eNGvWjMWLF9O9e3e2bt3Krl27ALj99tttztu3bx81a9ZE0zTmz5/Piy++SJ8+fXB3d2fEiBG89tprZfFw8iXDoBvYvHlzkf6wCvIM4p6G97Dk6BK+2/0dX/X7yv6LO3lhNH0dbc+zAKj7X0Xvuh7smTdbtSrmVaswde2KEhmJumMHjByJ/ttvtqupSJIk3aRyh/tFCftbb52Ce0w0E8N24e/saZ0GVlQZegafbv+Ud/96lzQ9DXcnd97p+g7j245HUx0QcKRFox58C/X0TBSy6+oY1R9Ab/W/7GXiy5N9+1C/+w71119RkpJsdonKlTEeeQTj8cchc86+JEmSVDL09HTLdK/M8Mee6V45ac7OBLZuTVBICNVCQghu1w7funVlDSCpQvjyyy/z3depUyeuXbtWYBs1a9Zk0aJFjuyWw8kwyMHG3j6WJUeX8OuhX/mgxwd4uXjZ3ZZR93HUE1+iJJ5EvbIFI3INIuhu+xqrUwfz779j6tkTJT4edc0aGDsW/Ycf7AuYJEkqUf7OnkSnJ+Lv7FnWXbkp5A73ixL2x2QkEV3fGU1RiS7kNLDcdkfsZuyqsey/vB+Au+rexVd9v6K2b2272rMhdNTTs1APvomSHpO92auxZUpYQI/iX8ORUlNRFi9GnTED9d9/r9ttdOiAMXYsYvBgKEdDqSVJkm4Wuad7he/YQeSePehpaXa36degAcGZoU9wu3YEtGwpp35JUjknwyAH61arGw39GnI85ji/HvyVsW3G2t+Y6oTe/G1M/44EQNv/OubAPqDY+Q5yq1boS5ag9e+PkpaG+vPPiIAAjA8+sL+PkiSVCHtHn0jXy6u4841ow4ZDXBz4+KAvmF+sayelJ/H2X2/zxY4vMISBv5s/n/T+hJHNRjrk3VElertlSti1/6zbhMkTo+mblsUH1HI0+vP0adTvv0edPRslOtpml/DwwBg1CuPJJ6Gl/VOsJUmSpOuVxHSv4HbtCA4JoVq7dgS1bYubn58DeyxJUmmQYZCDKYrCk7c/yUsbXmLGfzN48vYni/ULv6g+GMMvBDVmJ0r8IZSzPyPqPGx/e126oP/0E9qIEShCoE2dCoGBGM8+a3ebkiRJ5VlRizsTFweqZvlcDBvPbGT8mvGciT0DwPBmw5naaypVPKoUq10A0q6g7X8d9exsm81GzRHoLT8At+DiX8MRdB1lzRpLLaB1665bFl40a4YxdqylILS3dxl1UpIkqeIzzGaSr1whMTKSpKgorp05Yw1/ijXdy8WFwNtus4Y/we3a4VunjpzuJUk3ARkGlYCHWjzEm5vf5OCVg2y9sJXONTvb35iiYLT8AHVzLwC0Q1Mw1xwKmpvdTYpBgzC+/BLt//7P0ubEiYgqVRAjR9rfT0mSpHLK39kTz0MxJDbL+13LVltCrVPyHDEiK82cxjNrn2H2vtkA1PCuwVd9v6Jf/X7FbhvDjHr6O9SDk1EyYq2bhU9z9NZfIKoU4+eNI0VFoc6ahfrDDyjnz9vsEk5Olp9DY8ciOnaUU5UlSZLyIYQgLT6exMhIS8gTGUliVJTlc2bok/U5+coVhGEU+5p+DRpYp3pVa9eOqi1ayOleknSTkmFQCajkVolRzUcxc+9MJm2cxNZHtqIqqt3tiSpdMILuRo1YjZJyEfXEVxiNJxarj8aTT0JkJNq77wKgPf44epUqiN69i9WuJElSeZCzQPS+LlMI3RjKlHF5Bz3R6YnFqgeUk9AzGLRoEOvPrEdBYXzb8bzd9e1i1Y/Lolz9G+2/Z1Hi9mdfz+SN0XwyRr2nQC3jH+lCoPz1l2UU0LJl1y8LX6sWxhNPYDzyCFStWjZ9lCRJKgf0jAySoqJswpzEiAiboOfahQusjInBnJJSYv1wq1yZalkjfkJCCAoJwa1SpRK7niRJ5YsMg0rIW13eYsHhBeyK2MWc/XN4pNUjxWpPb/EuSsQfKBioRz/CqPMouPgXq03jzTchKgrt++9RzGa0oUPR169HtG1brHYlSaqYHFkrp6zlLhDdrVs3621t2HB66DrasOEOfZyGOY3Y4ytYnxCOh5MHix5YRK86vYrbKErEKtRT36NGrbPdVXs0eov3wDWgeNcorri47GXhjxyx2SUUBdG3r2UUUJ8+cll4SZJuWkIIUmNjs0fv5Ax3skKfzNspV6+Wev80FxcCW7e2jPpp21ZO95IkSYZBJSXQM5A3Or/BpI2TeD3sde5rdB++rr72N+jTHFH7IZSzP6FkxKEe/R9Gq4+K10lFwZg2DeXKFdRly1CSktDuuQfz5s3QsGHx2pYkqeJxUK2c8shm5bC4OHqoGhi6w9o3zKnEHVtBRlIUPi4+rBi2gg7VO9jfYPIF1DOzUE//iJIabrNL+N6Gfvs0hP8dxex1Me3da1kWft68vJeFHzPGsix8nTpl1EFJkqTiM6elZY/gyT1NK+t+5v7irMblKIqq4hEQgEdAAFWaNZPTvSRJypcMg0rQ022f5oc9P3A85jjvbX2Pj3t9XKz29GahKOcXoBipqCenY9QfDx61i9dJTUOfMwf690f96y+Uq1cx9e+P+c8/IbicFCCVJEkqQQXVFMqTjw+bdJ0emkZUYhTXjixBT4lGMbmybtQ6Wge2LnpHhI4SuQ719Pco4atRsK39IDzqYDR6EaPuY/avKllcqakov/1mWRZ++/brdhsdO2I8+SRi0CC5LLwkSeWWEIK0uDgSwsNJjIjIc/ROYkQESVFRpF67VtbdBcDF2xuPgAA8g4IsnwMDrZ+zbnsEBuJeuTKqHIUpSVIhyDCoBDlrzkztPZWBCwby9a6vGdNqDE2rNLW/QffqGA3+D+3YJyhGOtrByejtZxe/o66u6IsXo/TsiXLgAMq5c5gGDsS8cSP4+ha/fUmSKqyctXfsPaYwbZSl62oK5Qh6APycPHA/Fs3FRir+zp4A6Avmsyk0lLovPk7fn3ugp0SjOnng2+jeogdBqZGoZ2ajnv4BJfmczS6haIig/hj1nkQE9IJi1J8rllOnLMvC//TT9cvCe3pmLwvfokXZ9E+SJAlLyJOekGAJeSIjScwMexIiIkgMDychM/hJCA8v0Vo8haWaTHgEBuKZOZLHMzDQEuhUrUqcrtOgdWt8qlXDIyAAJ3f3su6uJEk3GRkG5cNRNSX61OvDgAYDWHliJS+uf5HVI1YXa26u0fhl1DOzUNJjUM7Pg0bPge9tdrdn5euL+fffMXXrhnL2LMqBA2iDB6OvWgWursVvX5KkCkcbNhxV19G+nZHv62Bhjsldv6ekFff1Oyvo6TrFEg7t6RTK62te572n3kPL8W5rwzsa0mNuD87FnUN19sK/ySAUl0Iujy4MlMubUU9/h3JpBYow2+52q45R91GMOmPArVqRH4NDmM0oq1dbpoKtW3fdbtG8OcZTT2GMGAFexS+QLUmSdCPpSUnWQCcr5EnMDHYSc4Q9GbmmrZYF10qVbEft5Ax8cozscfPzQ1GvD/l1XefYsWNUb9TI5ueOJEmSI8kwKD8OqCmR9W74x70+Zv3p9Ww8u5GVJ1YysOFA+/vl7IvR5BW0fS+jIND2v47eZZX97eUUHIx55UpLIHT1Kupff8Ho0ejz5smin5J0K8p8HRSGmejkaC4lXiJDz+C2gNvQVM3mGEfW3ym2gvqUa+SPPY5cPcLrJ14nPDGc+n71uVajEyZXH3RRwLK+aVdRz85BPT0TJfGkzS6Bggjsi1HvCURg37JbHSwyMntZ+AsXbPvo7IwYPNhSELpDB7ksvCRJxZaRkmIJd/IIdhJzfKTFx5dpPzVn5+wgJ3NKlk3Qk2O6lklOk5UkqQKQYVAJyno3vF6lejzT7hk++ecTPtv+WfHCIMCoNw71xNcoyedQo9ZjXA5DVHXQu+4NG6KvWIHWuzdKUhLqsmWICRMwvvpK/tIvSQ7m6OlTR68eBaCKexUquVVCLcSUojRzGuGJ4YQnhBNRJYpwl3QuOadycekoIlrtItw5nXDnNFI/D7Ke06tOL+bcO4fK7pULbL+kVu4qDn3BfIywMHQ7v/Z7o/Zy9693czXlKs2qNGPNiDX0+e+b/OsOCYFy9W/LKKCLS1CMdNvdLgEYdR6x1AIqbh04ewmBsmVL9rLw5lwjlWrXzl4WvkqVsumjJEklShgGafHxpMbGkhYbS0rm59S4OMv9a9cwp6SgZ2RgZH7ouT4bZvP123LvT0/PPiYtjfTExDJ93G5+fpaQJzPMsQY7AQF4BAVZ77v6+sqVtyRJuqnIMKiULDOngqKy9cJWGq1+imN3f2t/Y5oLevPJmHaMAUA9/QO6o8IgQLRti75wIdq991qWnP/+ewgMtCxFL0mSw+SePlWccOjrnV/z/Prnrfc1RaOye2Uqu1eminsV6+c0PY3whHAuJVwiPCGc6JQc9V+a5GjwyHnwsb1GZbfKJKQnsOHMBu6YdQcLBy8kpKCOlceRQ2D313n7pe0MXDCQ2NRYbg+8nVXDV+Hv7n993SGA9FjUcz9bCkLHH7muLaNqD8sooOCBoJbRCi9xcag//2wJgY4etdklFAXRr59lFNBdd8kRopJUzgkhyEhKIjU21vqRlnU7Lo7Ua9dIi4u7fn9m2JMaFwdClPXDcBhXX188g4LwDA7GKyjI9nZwsHUKl0mWQ5Ak6RYlw6AsDpg2cCPxioJrpfqkxhwn4tK/xW5P1BiK2PMCSsY1lIjVoKeA5uaAnma237s3+syZmB55BADtnXcgIMBSIFSSpBJhb22dzWc389KGlwDwcvYiIT0BXehEJUURlRRV4PkumgvVvKoR7BVM9Nlo+t7ZlyDPIKp/NYdqGW5US3Ui4Le1uJhcOHD5AMMWD+PktZN0ndOVrwLq8uiVGkXuc3nTrVu3G+5v1aoVW85vYdBvg0jKSOLO6neyfOhyfFxzJWZCoMTstARAFxai6LYFSoWzP0bthy2jgLwaOPhRFMHp06iffYY6dy5KcrLNLlG1KsYjj1iWha9du2z6J0m3KHNqanZQkxng2IQ5WbdzhTlZt41co/puRi7e3pZgJ/PDGu4EBeGV+dkzKAgnN8f9XixJknQzkmFQptwFQ0uCR2BLUmOOkxp9nJiUGPzcirCMcW6qE6LaPShnf0IxJ6JErkdUu8dxnQXEyJHoV66gTZxoueQzzyAqV7YsGSxJUrG02hKKZ2AMy7aEsq+L/a875+LOMXLpSHShM7L5SH4c+CPpejpXU65yJfkKG7ZtoFrDalxJusKV5Cs2wU+QVxDVPKvh5+ZnHfoeGhrKlJ6W/mihayFzVI9ustQ/uHroKtvGbGPM72NYdWIVTzQ6wg7vBL442aD8/ECxI9wvKISLD4hn7KKxpJpT6Vm7J7898Bsezh7ZB2Qk0K7SHkwb2qHE7rvufKNyJ4y6jyOqDwKtDN+FPngQ7eOPURYuRNFtR2sZnTpZRgHdfz84l9FIJUmq4PSMDOvom9xhTlpsrOX+DfabU1PL+iGUGSd3d0uYkyPQuW5ET1AQzp6eZd1VSZKkm0K5+d39VuDkGYzJvQrm5CvM3jebF+54oVjtGdUHoZ79CQD10lJ0B4dBAMazz0JkJNrUqShCoI0eje7vj+ja1eHXkqRbSXR6IrENXdHT7a+VkJyRzJDfhnA15SqtA1vzTb9vUBQFF5Ml8KnmVY2le5cy4v4RDulzqy2heB6N4Zy+Er+qLZgcFMKUPyfzfdBF9nnEMy/+AjW8c40SKuFRl1lyTrFzZLgvhOCHvT/w/PbnMQsz/Rv0Z97983A1ZQY6sXtRT32Pen4e91VLhNgc5zr5YNR6EKPu4+DTrNh9KQ5lxw7U//0P9fffbbYLT0+Mhx7CeOIJaN68jHonSeWDEIKM5GTS4+NJi48nLSGBtPh40uPjbermpOUYiZO7rk5Z179xFEXTcPX1xdXXFxcfH+ttJw8PNCcn1MwPzckJ1WTKvp3jc879123LcdvN3x+v4GCcvbxkTR5JkqRSJMOgHGymCeTxB0xxi70qioJHQEvizmzk293f8my7Z7NX5LGDqNoD4eSDkhGHEr4S9DTQHL96gfH++yiXL1umE6Snow0ejHnjRmjVyuHXkqRbVVFHCgkheGr1U+yN2ksV9yosGrwINyfbIfHFLt6c63UwK8DSgJiMJF7r+jYhXy/jwcYH2eEdzx2z7uDn+36me+3s18niFmsurNxT7Aqa9lUYEYkRPLXqKdacWgPAA40f4Kd7f8IJM8qZn1BPf48as+O68wy/EIy6TyJqDAGTe7H7YTchUMLCLCFQWJjtLn9/jGeewRg3DipVKqMOSpJjGLpOemZwkxYfT3piok2gU5TbwihgRcAKxMXbG9dKlbLDHB8fy/3M2y6+vrj5+lru5/hw8fXF2dNTBjOSJEk3ORkG5ZDzD4m83lm2t55HTm6VGxN//m/Oxp1lzak1DGgwwP7GNBdE8ACUc79YAqHLmxBB/YrVvzwpCvq338LVq6hr1qDEx2MaOBDzn39CnTqOv54kSQX6fMfnzD80H5NqYt7986jpU/P6g4pZvLkwI2z6XvNn5947eKDJXvZyhX7z+vFozUf5euTXKOkxqOfn0bNyFBwMAxTLh5L1Wb1+m/W2mse2XOfl2Nbe7z/UU98hMvf1aFIdkXoZXKva9diPqEdo/X1rYlJicNacebrx07zT6wVcjn9iWc0x7bLN8ULzwKg10jIKqFJru67pMIaBsnKlJQTaudNml6hWDeP55zEeeww8PPJpQJJKhzAM60ib9FwjcdJyhjsF3M5ISirrh1IinNzdbcOcHGGNa9a2fPa7eHujyqLvkiRJ0g3IMOgGHPHOcm6KasKtSlOSI/9j+q7pxQuDAKPa/ajnfgFAvbgEvSTCIAAnJ/Rff4W+fVG3b0eJjMTUv78lEJLLDEtSseW5GlU+Np7ZyKubXgXgk16f0KVWlxLrV2FeB+ukubN1b1vGjavB3ANzWXNpJmsXb2aAGoGil84fafcGA/+tvW67cKuG8L0NUam15cO3NbhVywySrnct5RrPrnuWZU7LIAVuC7iNn3q9S9Cp+bivbXzd4xE+LTHqPYlRczg4eZfAIysCsxll4UK0jz5COXzYZpeoXx/9pZcQo0aBi+NHkEpSTkII0uLjibtwgcs7dpCxaxdJkZEkhIeTGB5OYkQECRERJEZEYGRklHV3S4zq5IRrpUq2QU3m6JysMCf3qJycYY8ma3dJkiRJJUiGQTdQ3FFA+XELaEFK5B42nNnA0atHaVy5sd1ticDeCJOnpYj0pRXQZjqoTg7sbQ4eHujLlqF064Zy7BjKyZNo99yDvn49yGJ+klQqTl87zahlozCEwcMtH2Zcm3Eler3Cvg66GRozu06kb8omHuASzuIklIPV5JWUSygplyBilXWbcKmC8G2F8GoEXo0QXg0R3o1YH36IJ1eP5VLCJTRFY2q7MYz3TMa08z4Ukb1Cj0BFVB+E0XACwq99vsFSqUlNRZ07F/WTT1DOnLHZJVq0QJ80CTF4sFwaXnKIjORkS5gTHm4JdzJDnYRLl6wBT2J4OBm5VqmriEyurjh7e+Pi5WUdfePi44PbDaZa5dxvcnWVU60kSZKkckuGQWVAc/Gmf4P+rDyxkm93f8vnfT4vRmNuiKC7LUsYZ1xDubwZEdjbYX29jr8/5lWrMHXtinLpEuru3TBsGPrSpXL1GUkqAn9nT6LTE/F3LnyQmpSexAO/PUBMSgwhwSF82ffLUv1Dw9/ZE89DMZxr4Gzbb/94lBancFrbipGKsG5OMWBuohONWk2iY42OIAxAMHfuHB568EFAWD5E1mfj+m357D986DBNmzYGBM8d/BVNUUAYTG06DIQZJeEEyrU9KLF7UDLibB6HknYFJWoDRG2w2d7ZgGW+cKmSF50DmuEXMxNisvcL1RWjziMYDZ8Fz3qO+rLaLyEB9fvvUT//HCUy0maX0aEDxqRJiH79yj6skioEPSPDMnonM9jJCnUSMoOfrBE9qbGxZd3VAjl7emaHON7edt+WI3MkSZKkm5kMg8rI022fZuWJlcw5MIe3u72Nt4v90wuM6oNQLywEMqeKlWQYBFCzJuaVKzF1744SG4u6fj08/jj67NmgqiV7bUm6SRR1OXkhBE+seoKDVw4S4BHAgkELsle0KiW5p7IpMbtQ+u5BqRZjc1yc4swsUxM2J7qxIupfWPcuEztM5O2ub+M8YhQ1dB1112z0BfNJM6eRnJFMJbeiFTGe/0MoU/qNAmDTuRN4HoohsZkfos4jgCUystwwIOlMdjB0bS/E7EbNiLmuTS8V2rpCWxIg9l/rduFUiSjfIfiGvI7mEVSkfpaI6GjUr79G/fprlGvXbHYZd91lCYE6dZIhkARY6vIkXbmSPT0rnxE9yVeuZAavZUNR1WIFN1m3nT09Za0cSZIkSSoEGQaVkIJW8elRuweN/BtxLPoYPx/4mfFtx9t9LRHYF6G5o+jJKJeWw+1fglrC39pmzdCXLkXr1w8lNRV1/nxE1aoYH38s/wCRpBLw+Y7P+e3IbzipTiwYtIDq3tXLpB/dunWDtKtoB95AOfMjSrXsPx6FayDvKHX52bUlcThxZuCHvB72Op/v+JyP//mY/yL+49ekdHoYbkRqyXy5+S2+2/MdMSkxNPJvRLda3ehaqytda3alikfha5HdsN6SohJr8ufPZCe2RqWz5fxV9kVdo7IKjZygsTM0coY2Hu608/LGLe0yCpbVhIR7TYyGz5FR8yGiTl3C185i1A4THo76xReo332HkqNgrlAUxH33oU+aBLffXoYdlEqTEILU2FibkCevsCcxIgLDbC64wRLi5OODT/XqeFerhmdQEJ5BQXgFB+MVHIxncDCegYG4VqqEk7u7nFIlSZIkSaVIhkEO0mpLqHXKx74uUwpcxUdRFMa3Gc+z655l+q7pjGszzv5fgkzuiKC+KBeXoKRfRbn6F6JqyS7jDCA6dkT/5Re0IUNQDANt2jQIDMR46aUSv7Yk3YzyK9a8//J+3gh7A4BPe3/KnTXutPsaYWFh9tdDEzo9a55AXTMcJSN7RIqId0Psr4n+6U6+DnsdTVFBGDhpTnzU6yPaBrdl7KqxbDy7kZDbXekW58f8KhGkb9tqbeNY9DGORR9jxn8zAGhWpRlda3ala62udKnZBX93/xt2La+vXXJGMp9vtwRRSRm2hZ+9vOtRt0Yn2tfsTOeanantUxtFUTDrqZB4EsWcjKjU2lKDTS/j4kenTqFOnYo6Zw5Kerp1szCZECNHor/0EjS2v/acVP6kJyVZp2jlLLhsnb6VGfqYU1LKrI9OHh7WQMcrOBivoCBLuBMUhFe1angFBeFWtSqnzp2jUaNGaHK0jiRJkiSVKzIMcpDo9EQ0RSU6PbHQ5zzY4kFe3fgqx2OOs/HsRnrV6WX39Y3qg1AvLgFAubikVMIgADFwIPo332AaOxYA7bXXEFWrIkaPLpXrS9LNJK+QJs2cxpgVY8gwMhjYcCBP3v5ksa6xefNmu8IgJXoH6p4JqNf+s24TJi/ErjqEHa9Fd9UJtLynrQ1tOpRmVZoxZPEQTsacZI5rOAAdqnfguXbP0alGJ7Zd3Maf5/5k87nNHLxykENXDnHoyiGm756OgkKLqi2sI4c61eh03TVyPiZDGMw7NI83w97kYsJFAOr71ad7re50zgx/qnlVy/uBaq7g05yymyyTw4EDaB9/jLJwIYphWDcLV1eMRx/FeP55qFWrDDsoFZWenk5ijlW1bMKeHCN60uLiCm6shGjOzpaAJ2sUT+aInqywJysAcvHyKrAtvayDVEmSJEmS8iXDoDLk5eJFk7Qm7DbtZvqu6cUKg0RgP4TqimKkol5ajtH6c1BK5104MWYMelQU2ltvAaCNHYteuTLi7rtL5fqSVFHYMyrn7b/e5sDlA1Rxr8I3/b4p1jSKvKavFtintCtoB95APfOjzWaj5kj0lh/A/UFsDA2ly5Qb10BqVqUZ/zzyDy+/3JJkTfB/l6rR/rU/rfvvbXQv9za6F4ArSVfYcn6LNRw6Gn2U/Zf3s//yfqbtnGY5wUXhww8/xsvJHWfVGWfN8uGkOZFmTuN8/HkAanrX5L3u7zG06dAKMwVF2b4d9cMPUVetstkuvLwwnnoKY8IECAgoo95JeTF0neQrV2xDnTxG9CRfuVJmfVRUFY/AQGvIYx3RkzWaJygIz2rVcPPzqzDPFUmSJEmS7CfDoDLWxmjDbnaz6sQqzsaepbZvbfsacvJCBN6FEr4CJTUS5eo/iCrXv3teUoxJkyAqCu3rr1F0HW3ECPR16xDt25daHySpPGu1JRTPozEkapsLXTx624VtTP13KgBf9/uaqh7FrFmTx/TVfEcKCR319EzUA2/ZTgnzaY7e+gtElc55XiJrxbHEZn7X7fNx9WHm8aaQ2Yf8xgxU8ajC4CaDGdxkMACRiZHWcGjWkUXoqbGAQBhm4tPi82zDy9mLSXdO4pmQZ3BzcsvnSuWIECibNqH+73+omzfb7qpcGWPCBIynngJf3zLp3q1KCEHqtWt5L6Ges1ZPZCSiDEfBuFWunD1yJ/eInsywxyMgQBZWliRJkiTJSoZBZcxf+NOrTi82nNnAt/99y4c9PrS7LaP6/ajhK4DMqWKlGAahKBhTp6JERaH+9htKSgravfdiDguDJk1Krx+SVE5FpycS29AVvZBTSRPTE3ls5WMYwuChFg9xX6P7SraDmbp164YSvR3tvwkosXus24XJG6N5KEa9cTcsUH/DYs75KGh0UqBnIEObDmVo06Esd3JF0TMQhhndyGBLh5dJ19NJ19PJ0DMsn40MWlZtWWCdoXLBMFBWrED96CPUXbtsdonq1TFeeAHj0UfB3b2MOnjzSk9KyncJ9YSs4svh4ZhTU8usj85eXtl1efIZ0eMZFITJxaXM+ihJkiRJUsUkw6ByYHzb8Ww4s4Ef9/7IW53fwt3Jvl/6RfAAhOKEIjJQLy3FuO0TUEpxqXdVRf/xR4iJQd20CSUmBtOAAZj//BOql83KR5JUUU3aOIlT105Rw7sGn/b+tESu0WpLKJ6BMSzbEmoZrZR2hV6e81A3zbY5zqg1yjIlzDWwZPpQxBFTqskFcAFh0MCvgcP7VCoyMlAWLLDUBDpyxGaXaNAAfeJExMiR4OxcRh2suMxpaSRl1uWxjujJvJ1zRE9afN6jykqD5uJiG/LkMaLHMyioUHV5JEmSJEmS7CHDoHKgX71+1Papzdm4syw4tIAxt42xryEnH0Rgb5SI1Sgpl1BidiD873BsZwvi4oK+cCFK794oe/agXLiAqX9/ywghv+unjUhSRVWsVbkK8MepP/h+z/cAzBwwEx9XnxK5TtZoJZEWj3ryW9SDb6FkxFr3W6aETSvyKMP8VkW7UR8KO2KqwktNRf3pJ9SpU1HOnrXZJVq1Qp80CXH//SCn81zH0HWSL1+2qcGTczn1rBE9KVevllkfFU3DMzAwe3pW7rAnc0SPa6VKsi6PJEmSJEmFkp6ezrlz56hTpw4mk+MiHBkGlQOaqvFUm6d4ZdMr/LD3B/vDIDJXFYtYDWROFSvtMAjA2xvzihWYunVDOXUK5cgRtEGD0FevllMdpJtGUVflulEtnZyik6MZu8qyOt8zIc/QvXbJrgzYJiOC95LD0PZkF7a1TAmbjFHvqRtOCcuSO/wpbkhWkkFbmUlIQP3uO9TPP0eJirLZZXTsiDFpEqJPH7gFAwIhBCkxMXmuqpVz+lZSZCQix6pqpc29ShVryGOdopUr5HGvUkXW5ZEkSZIkySGSk5OZNGkS8+bNA2DXrl3Url2bl19+maCgIJ5//vlitS/DoFKS9YfguQbO+Dt7Xrd/RPMRvLLpFXaE7yA8IZxgr2C7rmOZKmZCEWbUi0swWv6vbP64CAjAvHIlpq5dUS5fRt22DUaNQl+0CByYZkpSeZYz1ChsLZ0JaycQkRhBI/9GvNvt3ZLrXOplPk/awIh02ylKRq0H0Vu+X6QpYY4MbrRhw1F1He3bGdYVzyq0Y8csIdCcOSi5lgs3+vbFePllRKdSrO9WytISEm64hHrWfT0trcz66OLjY1NoOb/pW5qcsidJkiRJUil6++23OXjwIL///jtDhgyxbu/WrRsffvihDIMqioL+EAzyDKJ9tfZsv7Sd34+t4NGmo8lIScGckkJGcjLmlBTMqanW2xkpKZiTk1FNJrxr1sSnZk08g4NRnf0QVXugRK1DST6Pcm03wq9tKT/aTPXqYf79d0y9eqEkJFiWSR4/Hn3GjFvy3W/p1lPU0UMLDi1g0ZFFaIrG7Html8wqWIqAJhcw/dGcETZTwlqg3z4NUbmj469ZFHmseFbhmM0oK1eifvst6qZNNruEoiAGD0afOBFaty6jDhafOS3NJuRJyFGXJ+f0rfSEhDLro8nV1ab+Tp4jeoKCcPa8/g0aSZIkSZKksrZq1SpmzZpFSEiIzfTyxo0bczZXuQF7yDCokJQhQ+mSkU7KvfeR9sXn2YFM5kftf07jnK6jpmWw68Q3GOfPkWEIMnQzGS++SEZKCqZ//mHx0aM2oY7T2bN8s2gR5pQU+iXE0CsZoidP4GMmFLmPqsmEV/Xq+FRxopIr+FQG76OT8er4Aj41a+Jdo0bprzjSujX6b7+hDRyIkp6OOns2IiAA4513SrcfklTKrivOXIBLCZeYsNbyvH+t02u0CWrj+E5VjUW58ziKfwJkWDbFKc78z/UOpvT6o1BTwqQbiIxEnTULdeZMlIsXbXYJNzfEiBHozz8PjRqVUQcLZpjNJF2+nO8S6lkhT0p0dJn1UdG060fy5BH2uPr6yro8kiRJkiRVWNHR0VSpUuW67UlJSQ5p/5b+zV/PyCDh4kXizp8n7tw5m88JFy6QlpBgHZljmM0AbAdYs/q6tu7OcXsdG213fvklABpw7NAhm10qcO3yZet9p2I8HsNsJu7sWeLOwvmsjUvXAesstxUFz8BASzBUsya+tWrhXasWPpkji3xq1SqRd0hF9+7oP/6I9uCDKEKg/e9/EBiI8fTTDr+WJJWlnNPC8iqMnF9hZSEEY1eN5VrqNdoEteGVO19xbMdc09B2PIY6cLfN5vnOjXnfvRNRihtTZBBkHyFQ/v4b9dtvUZYuRcnIsN1dvz7G2LEYo0dDpUpl1MnMujzR0XkvoZ4j5EmKiirbujxVq+KVa0Wt3CGPR5UqKGoprpQpSZIkSZJUBm677TbWrVvHk08+CWB9k2vu3Lm0a9eu2O3f1L/9Z6SkEHfuHPHnz9sGPpm3E8PDy/SX3lInhLVGw6Xt2/M8xM3PzzLtrFYty0eOoMi7Zk3c/PzseqdVDBmCceUK2nPPAaC+8AKiShXE0KHFeUSSVCa0YcPpoetoffuBj4+1tk1B08Ly2/f9nu9Zd3odriZXZg2chZNWnFg4B8WAJpdQWp9EObfVullEe6I/sJJn9y5GU1QQ5ft1sFwWlE5MRP31V0sIdPCgzS6hqoi778YYNw7RsyeUYHCRVXw5KTKSxKgokrJG8OQa0ZMYEYGenl5i/SiIq69v9vSsHPV4spZS9woKwiMgQNblkSRJkiRJyvTmm28ydOhQjh49itls5ttvv+XYsWPs2LGDlStXFrv9Ch0GpcXFkZg5sic2K/TJEfgk5xhxU+EpCk7u7pjc3HByc7N+zkhJIf78ecypqQ65TEpMDCkxMUTt3ZvnfmdPz+ywKDMoynnfMzAw33dsjfHjISoK7YMPLCOExoxB9/e3/LEkSRVJVl0bVYO4OFptCSU6PZFagemFnhaW5WTMSV7e+DIA73V7jyaVmziki8rVbSj37kTxzx6ZJNKdOHagMQ3P1kM8dSew2CHXKkmttoTieTSGRG1zkb6uJebwYUtB6LlzUXLVwxFVqmCMGYPxxBNQq5bdlxBCkJ6YmB3wZH3O8ZEYGUnS5cskRUVh5BqNVJpMbm7WUTw3GtHjJFeSlCRJkiRJKpIOHTqwZcsWPv/8c5o2bUpYWBgtW7Zk7dq1NGvWrNjtV8gwaG737lw5dAhzYmLBB5cgzdkZU2YwE04yuosTZmeNNoGNcD50CJNmwklV0O6+G5ObG9v/+49uvXpZwhx3d1xmzMCkOeGkgvr++5jc3DgSf4LH14/D1cOTneP24ubljcnNDc3ZOd8ROUIIkq9cyR79dO4ccaePkrBrNnFXITZaJS3JMe/8pycmcvXwYa4ePpzv1ySroLU1KKpZE5/atfGpWROv119HiYpCnTULJSMDbcgQzBs3VuhCqpIUnZ6IpqhczDUtrCC6ofPo74+SnJFMt1rdeDrEAVMnU6PQ9r+Keu5n8M/ebNQejd7ifeYc/5op88swVPHxYZOu06OQy2/nnm7n7+xJdI7bpSIjA5/163F69lm0P/+8brfRoQPG2LGIwYPhBnXZMlJSLGHO5csFBj3mlJSSfEQFUk0mmyLL+Y3ocfH2lnV5JEmSJEmSSkidOnX44osvSqTtChkGRR8+7NAg6LrRLpmf3fz9LaNxXF1xmfAsTk5OmAB1xXJMbm6oOf6Yqb7hRTRFRRcGn/eaapk+krkijj5jBgDbQkPp8tZb1nO031dmH9Onj6UdoyOcDOV88mX+M5+gp2/Bo2YURcGjalU8qlYluG32ymFa2CnUq38BBgl3/En8NQ9iM0dOldQoKj09nWsnT3Lt5Mm8+6qqeAUH4+Pnh29MDD6Jifj26oXnp5/ic8cdeNesiZNbCaygJEnFkDXyx9/Zs9CjU/ydPfE8FENiM798j/nk30/499K/eLt4M3PATFSlGNOJhI568hvUg5NRzPHZm6O9ENsaos+ZaX/bDqQvmM+m0FC6TrF8HQvzdcqpVEcHRUSgzpyJaeZMakdE2OwS7u6IESPIeOwxkoKDLSHOpk03DHrSci0tXyYUBY+AANuQJ8eInqywx71yZVmXR5IkSZIkqQytW7cOTdPomWsmzcaNGzEMg969exer/QoZBhXVjerg+NSqhWulSgW+s6l5eGQHN3YWWc6veKzNdVSN/g368+O+H/n9+O/0rGP/FCpRfRBc/QsA9/j1uLZ8i6otW+Z5bNZ0s9yFtLOCo4RLlxxSX0kYBvEXLxIPXMjamJAATzxhPca9atXs71HmiCLrSKNatXD18Sl2PySpKLJG/kQXYdTPvi5TCNPD6N4l71o3e6P28vaWtwH4tPen1PSpaX8HhY727yjUi0uyNzn5Iv6sCsdrgV5+awLt6zKF0I2hTBlXDqaAYXmNEmFhpH/9Nclr1pCk6yRC9oeXF4mBgSSaTCQuX07KrFkgRBn32sLN398S9GTW4LEZ0ZM5mscjIADNyUE1qSRJkiRJkqQSM2XKFEJDQ6/bLoRgypQpMgwC8AwKsp2SlDP0KaEVsuxR2AKoAxsOtIRBJ37ns7s+s3sIvlH9PrS9zwOgXlyC0eytfI91cnPDv1Ej/PNZ8jivldeshbkzbzuqOGny5cskX75MxK5dee538fHBu0aN7NVlAgOtNSpy3jfdYLqGJBVL1lSnxES4QTiZ33M+zZzGmBVjyDAyuLfhvTzU4iH7+yIE2u7xNkGQUfsR9Bbvon37MKg3zxQeIQR6WhoZycmWj6Qky+eUFMxZ2/L4yFoVMufxGcnJmJOTSU9KsuxPSiIjLo6MtDRuGO0kJFg+SomzlxeeAQG4BwTgGRCAR2Cg9bNH1ap4BgbiERCAR9WqsviyJEmSJEnSTeT06dM0btz4uu0NGzbkzJkzxW6/QoZBvT79lFhdp1nHjlSqVQuTq2tZd8k++dTO6Fm7J+5O7lyIv8DeqL20DrSzno5bNQz/DqjR/6DEH4b4I+BtX3FazckJ3zp18K1TJ8/9wjBIjIy0hkU5g6K4s2eJO3+ejKQk+x5HLmlxcVyJi+NKrhV8cnPz88MjMNASGgUGWj6ybmd9DgqS09KkIrtuqlNWAekT6YWa7jR5y2QOXTlEVfeqTO83vVg1V9QDr6Ge+REAoTihd1yECLrb7vbsJYRAT0+3CV3MycmkZ362bk9JQdu5k23/+581mDH9+Scrzp+3nLN3LxmGQYZuJqNVKx6MuYQpLQOnVDMfpH1VbkbhFIfm4mINcfIMenJ8OHt4lHV3JUmSJEmSpDLg7e3N2bNnqVnTdgbB6dOncXfA4hwVMgxqPmoUx48fx69+fbRCFiEtj3L/QZnFzcmN3nV6s/z4clYcX2F/GETmVLHofwBQLy7FaOqYlYpyy6oF5BUcTPU77ri+H5nLH+euVRR39ixxJ08Sf/QoKQ6YhpZT1spo+RW7zuLq62v5IyyrXkbmbTd/f5w8PHD28MDJwwMnd3fLfU9P63bVVCGfQlIh5FzOPK+6NjmnfWbVsQn9q+DpTn9f+JtP//0UgOl3T6eKRxW7+6ge/QTt2FQABAp6+x8LHQTp6em4XUvGPTEdp4QUTqStIjUmhrSEBJvgxibcSUmxjKTJawROUlKhp5KagM0bNljva8DBPXuuP/DIEbwL1WLZUzTNUrstIMAS9GTezjmSJyvocfHxkUWXJUmSJEmSpBvq168fr776Kj///DN1MgdlnD59mjfeeIN+/foVu335l2w5NbDhQJYfX85vR37jjU5voKn2hV5G9fvR9k0EMqeKNX3Nkd0sNEVRcPf3x93fn8C8Vg47exajRw/iLl4kDogNDibm/vuJu3zZOsooMVcBV0dJjY0lNTaW6KNHi3yu5uxsCYoywyJrcHSj+56eOGcGS1kfzjnCpqz7cspH2dGGDUfVdbRvZ6AvmJ9nXZvCTvvMKSEtgUd/fxSB4OGWD3NPw3vs7qNy+gfUfa+RmgopiZBUYyLJx/1J+XeR5f90TAxpJ0+QYtZJyUgnpXdvUmNicD53jo+nTSMjKYkxOdpbxG929+VmllWHR/HyokqdOpawODPUsU7RCgjAzd/fZlEBSZIkSZIkSSqOKVOmMGTIENq1a0dwcDAA4eHhdOjQgXfeeafY7cswqJwa2GAgPi4+HIs+xnf/fce4tuPsa8i9JoZfCGrMTpS4/ZB4EjzrO7azjlC7Nur69VTp1Yuqly5BeDji778xr10LlSoBYE5LI/7CBeLOnyfh4kUSIyNJjIiwfOS4bU5NLbVu6+np6OnppF675vC2VZMpOxzKKzy6QZCU333N1RU9LQ1xE0y1KVFxcfTILBjvSJM2TuJM7Blq+dTik16fkJ6URFpcHGlxcaRmfk6LiyMtPv76bXFxpGZuT4u+RNq1aNJScs6a+ijzIx+ZS6IrQIZDH1XZUjQNZw8PTO7ulv/nbm7ZI/nc3TG5ueHk7IzzhQs4HziAU1wcTpD94euL6e670e67D6eAAJzc3DC5u+Ps6Yl7lSpoTk7ous6xY8do1KhRhR6NKkmSJEmSJBXshx9+YNasWVy4YFnyqHHjxkycONFasDk1NZU33niDJUuWkJ6eTo8ePfjkk0+oWrWqtY0LFy7w4osvsnXrVjw8PBg+fDihoaGYijCzxMfHh7Vr1xIWFsbBgwdxdXWlWbNmdOzY0SGPU4ZB5VQlt0q80+0dJqydwJt/vsl9je8jyDPIrrZE9UEQsxPInCrWeKIju+o49ephXrcOU69eKBERKHv3ot19N/qaNeDri8nFBb/69fGrn3+YJYQgNTY2OyAKD7d8zuN2RnJyKT64ojPMZmsI4GgrM/+AznMUUyGDpazpcrlHQJlcXW/6KTBCCMypqaTFxloCm8yQRj1yhL2zZpEaG2sT6qTFxREedQbt/EGeTYUqxDD9pUCE7tiwqby5LqjJ78PDwxrCuMybj5PJhJOioL3xOk7u7vyyaBFPjB9vPSbneTdcGSsiAnX6dNTvvkPJFdiKZs3Qn38eMWwYyGLzkiRJkiRJUqbg4GBCQ0OpV68eQgjmzZvHqFGj+PPPP2nSpAmvvfYa69atY/bs2Xh7e/Pyyy/z0EMPsXbtWgB0XWfYsGEEBASwdu1aIiMjGTduHE5OTrz1Vv6LOuVFURR69OhBjx49HP44ZRhUjj3R+gnm7J/DrohdTNwwkZ/v+9mudoxq96PtfxUA5eISKK9hEECDBpjXrsXUuzdKVBTq7t0wcCD6qlXgXXD1EEVRcKtUCbdKlajStGm+xwkhSE9IIDEigoSICJIyw6OErJFGERGkxcWRkZREelKS9fPN8se70HVLUBEf7/C2FVW1CZDyCpquG9lUhKl2jgiazKmp2aNucgQ2WdvST58mTddJy8ggZcgQ0uLicDp6lG8WLrQeY2RcP77GCVi9bFm+182Kc82U3mpUhZHu5kTlKkG4+vri6utrDWes38fMETb5Bjs5j89xjurkVOTvl7btH8gclaUPHQqA2LmTau3bF76RQ4fQPv8cZd48lFyrHBq9emE89xyid2+4yUNLSZIkSZIkqehy1+N58803mTVrFrt27SI4OJiff/6Z77//ni5dugDw1Vdf0b59e3bu3ElISAibNm3i2LFjLFu2jKpVq9KiRQtee+01Jk+ezCuvvILzDcqBzJgxg4cffhhXV1dmzJhxw36OHTu2WI+zQoZBeuYf5Hop/mGuCQABIv/rZs3W0HUd1duHMF2nu6bdsJ9CiBvun3bXNDrN6cTCwwt5qPlD9KrTq+idd6uF5nMbatxe1Gu7yYg/jfCoVfR2SkuDBhirV+Pcty/KlSuo27fDwIGkr1gBnp4Ou4zJwwPf+vXxvcFIo5ysqyVlhkM5C+um596Wa39GUhLpiYnXb8txO69woSIShkF6YiLpiYkl0n7OsMHJ0zPPsMnk6kpGSgppsbHZYU9m+JUWG4ueKyC4oeXLAVABx08GdBzVZMK1UiXLh68vrn5+uFWqxL7jx+nat69139I1axgzfjxufn50PPwlGZ5umE0K57rfYIqZnQw7isLn9Vpb0Otk5kGoYWFoX3yBtm6d7S6TCWPYMMwTJiBatszqXKH7VBY/cyTpZiCfO5JkH/nckST75PfcySqRER8fb/NGpYuLCy4FjBDXdZ1ly5aRnJxMSEgI+/btIyMjw2YxmYYNG1K9enVrGLRz506aNm1qM22sZ8+evPjiixw9epSWWb+P5mH69OkMGTIEV1dXpk+fnu9xiqLcmmHQ6dOnATh58mSpXbOJroMwwBAcO3bsuv1msxlNUdGFYdk/+S3WzJlDldGjIY/jre02aZJne1nccWd4neH8evpXxq8az6Iei3DVXIvc/6ounQhiLwDRe7/jSuXRRW6jVGkarl9/Tb0nnsAUF4f6zz+Y+/blzFdfYZSnpeA9PCwfVaqgAM6ZH/YwMjIwp6Sgp6Sgp6Zab1/3OTk5z+16Sgrm1NQ89xlFCT/KuazVq242mqsrTl5emDw9LSGXlxdOnp6YPD3x0c7hL3bj4g6u7pAaeBeJ1YZg8vLC2dsbJx8fTPmMmkret48qrVpZ76ceOkSSnx9JQIKnM5oi0M36DV+HSlNDNze2qApdDMHxzD6lp6fn37+MDHzXraPqTz/hfPy4zS7d05PoIUO4Mnw45oAAy8ZiPM7S/JkjSTcT+dyRJPvI544k2Sf3c0dRFGrVqkXz5s1JzPGG9aRJk3jllVfybOPQoUP06dOH1NRUPDw8mDt3Lo0bN+bAgQM4Ozvj4+Njc3zVqlWJiooC4PLlyzZBEECVKpYVhLOOyc++ffvyvF0SKmQYVLduXU6dOkX9Ulxa3qRpoKmgGzRq1Oj6/eEmVEVFEdn7nZ2d8zw2p4L2A3xW+zPCZoZxIfECK6JX8GbnN4vcfyX4SVj/FQCBGVvxa/RekdsodY0aof/xB1q/fiixsXju3k3TV18lY8kSKE+BUAVgmM1kJCeTmpDAycOHCa5SBT3HkuB5jVTKa3RTRlIS6bm2mVNSyvrhlTmTqysuvr7oJhOVAgNx8fHhgn6FnXH7SXWFmsENGNFuDF5+VXDx9sbFxwcXb29cfX1x8fbG2ds739o32vGpOB1cYr1vbvw65iavF3qKU+7XmJyvS3m9bpW5xYvYPGUKXUNDyepRnq+lsbFoP/yAafp0lPBwm12iZk3MzzyD/vDDeHt5FXt5el3XOXnyZKn+zJGkm4F87kiSfeRzR5Lsk99zRwhBeno6Bw8evG5kUH4aNGjAli1biI+PZ/ny5YwfP56VK1eWaP9zysjIoF27dsyfP7/Efk+vkGFQ1jdW07TSe4FUMv9RyPeaWf+tsvYriuKQ/lVyr8TU3lMZuXQkn2z/hKdDnqaKR5WiNeLbGOHTHCXuIGrMDrS0cHCvUey+lbg2bdBXr0br2xclPh5t82aUYcPQFy8G16KPkLpVaZqGk4sLLt7eeCYmEuTAVZEMXbcNkHIGRkW5n5iYZxhV0jQXF1x8fHDNCml8fXE9coQYk4k6Ts44jxyBi48Pa8LCGP7ww5ZjMsMcFx8fXH180HLN+525ZyZvrhkPwJOtn+TzPp9jUov+cqse+RDtYHaROb1ZKKLp6xTnO5f7dSn361Z50L17d9s+ZvVZCNi7F/XXX1F/+AEl11REo21bjOefR9x/P5hMxfo65aVUf+ZI0k1EPnckyT7yuSNJ9sn93MmaJubt7V3oepbOzs7UrVsXgNtuu409e/bw7bffMmjQINLT04mLi7MZHXT58mUCMkeiV61ald27d9u0d+XKFQDrMQVxcnIiLS2tUMfaq0KGQTezsLAwunfvft32wY0H0zaoLbsidjHnwBxevOPFIrdtVB+EFncQAPXSMowGzxS7v6VBtG2LvmoV2t13oyQkoK5fD8OGoS9cKFcBKgdUTcPFywsXLy+Hty0Mg4yUlOzQKPcopbzuJyWRkZKCk5ubNazJGd7YbPPxwZTP/6HQ0FAenzLFen9VdDSN7ruvwD7vjtjNc+ueA+C1jq8R2iXUrqLX6uF30Q69bb2vN38Ho8mkIrdTEdm8BiYkMNTJCW3sWJQ//kCJiLA5VigKon9/SwjUqZMsCi1JkiRJkiQ5nGEYpKen06pVK5ycnPjzzz+55557ADhx4gQXL14kJCQEgJCQEKZOncqVK1es08PCwsLw8vIq0iifxx57jC+++IJp06YVaUn6wpJhUDmzefPmPMMgRVF4ovUT7IrYxQ97fuD59s+jKmqR2jaqD7L+calcXAIVJAwCEO3bo//+O1r//ihJSahr1sDw4egLFsANqrFLFZuiqjhnrjhWEUQnRzN8yXDS9XTuaXiPfUGQEKiH30Y7nD2VU2/xPkbjlxzSx5zF7sqtEydQ16xBWbMGZcsWbsujuLpwdcV46CGMCROgvExxkyRJkiRJkiq8KVOm0KtXL2rUqEFCQgK//fYbW7duZfHixfj4+PDggw/y+uuvU6lSJby8vHj55ZcJCQmxhkE9evSgUaNGPPXUU0yePJnLly/z3nvv8fjjjxdYsDqnPXv2sGXLFsLCwmjatCnu7u42++fOnVusxynDIAfxd/bE81AMic38SuwaQ5sOZeLGiZy8dpLNZzfTo06PojXg3RTh1Rgl4SjK1W2QEgFuQQWfV06IO+9EX74c7Z57UJKTUVetgpEj0efNg3zqrUhSaTGEwSMrHuFc3DnqV6rPDwN+sC8IOhSKduRD6ya91UcYDZ9zWD9zhs2l8bpVKGlpKH/9hfLHH6irV6PkUzBTuLoiundH9OuHMXgwVCnidFlJkiRJkiRJKsDVq1cZN24cUVFReHt706xZMxYvXmz9Pfr9999HVVVGjx5Neno6PXr04JNPPrGer2ka8+fP58UXX6RPnz64u7szYsQIXnvttSL1w8fHh4EDBzr0seUkw6BiyDmla1+XKYRuDGXKuCkFnGU/D2cPRjYbybf/fcv3e74vehhE5uigI++jIFAvLceo/1QJ9LTkiC5d0JcuRbv3XpTUVNQVK2DUKPRffpGBkHRDuadg5jcl017vb32ftafX4mZyY/7g+fi4+hR8Uk5CoB54He1Y9g8S/bapJTqdszRet/JlGChhYaizZllGAOWq/5NF1KqF0a8fom9fRLdukOsdEUmSJEmSJElypC+//PKG+11dXfnkk09sAqDcatasyaJFi+y6vmEYTJs2jZMnT5KRkUHnzp155ZVXcHPwIkpFm2d0K/PxAUO3fM60efPmG55S1OkYrbaEsiEwhlZbQvM95rHWjwGw/PhyIhMji9Q+WMKgLMrFJTc4svwS3bujL12KyCwgrS5bhjZ6NJjNZdwzqTzL/Xwt6PlbFOtOr+Odv94B4Kt+X9GyasuiNSAE6v5XbIOg1l9UmLpeRRIZifq//2Fq2hRTv36oixbZBEFC0zA6d0Z//30y9uzBfPw4xrRpiLvvlkGQJEmSJEmSdNObOnUq77zzDp6engQFBfHdd98xceJEh19HjgwqJH3B/CKfU9RRB9HpicQ2dEVPz/sdcoBWAa1oF9yOHeE7+Gn/T0y6s4gFZX1aIDzroySeRLmyBVIvg2vVorVRDoiePdEXL0YbNAglLQ118WLQNPTZs6EEimtJFVurLaF4BsawbEso+7o4dhTMubhzjF4+GoHgidZP8FCLh4rWgBCo+yainZhm3aTf/hVGvScd2s8yZRgoGzagzpyJsnIlSq7gVvj7W6Z+9e2L6N0bKlUqo45KkiRJkiRJUtmaP38+n3zyCWPGjAEsb2IPGzaMadOmoaqOG88jRwZVQE+0fgKAWXtnYQijaCcrCkb1+y03MVDCVzi6e6VG9O6NvmgRIrOAtLpwIdqjj4Kul3HPpNIWFhZ2w/3R6YlcbOhKdGbQqg0bTo9Dh9GGDS/0NfIa6ZdmTmPEkhHEpMTQJqgNU3tPLVK/EQJ17/M2QZC5zTelGgSVaEHp8HDU99/H1KgRpgEDUJctswmCjF69MM+bh/ncOfRZsxBDh8ogSJIkSZIkSbqlXbx4kd69e1vvd+vWDUVRiMi1qm5xyTDIToWZ0lVShjQdgo+LD2diz7DhzIYin29UH2y9rVbQqWJZRN++6AsWIDLrBanz56M9/rgMhG4xeU35umFAFBdHj+QUiIsr9DXyGun34voX2RWxCz83P+bdPw9Xk2uh20MYqHsmoJ2cbrmLgrntd4i6jxW+DQdwZN0kAHQdZfVqtEGDMNWrhzZ5Msq5c9bdIjAQfdIkMo4eRV+9GjF4sFwRUJIkSZIkSZIymc1mXF1t/65wcnLC7OCyKHI+jZ0KM6WrpLg7uTOq+Sim757O9/99z1117ypaA76tEe61UZLPolwOg7RocPEvmc6WAtG/P/r8+WjDh6NkZKD+8otlyth334EDh9FJFcvmzZutQUdJrJo198BcvtvzHQoKP93zE7V9axf+ZKGj/vcM2umZlrso6CEzEbWLOMWsPLlwAXX2bNTZs1EuXLDZJRQF0acPxmOPWWr/yGLvkiRJkiRJkpQnIQTjx4+3WYY+NTWVF154wWZ5ebm0/C3q8daPM333dFaeWElkYiSBnoGFP1lRLKuKHf8URego4b8j6jxSYn0tDWLgQPRff0UbMQLFbEadM8cSCH3zjQyEJPZ1mUKYHkb3LvmPgsm9utiNpk/tv7yf/1vzfwC83ul1+tTrU/jOZMSjbR+NGrEaAIGK3m4WotbIwrdRXmSOAlJ/+AHljz9QDNtpq6JaNYxHHsF45BGoVats+ihJkiRJkiRJFciIESOu2zZ06FCHX0eGQRVU86rNaRPUht0Ru1l1YpV1lbHCEtUHwfFPActUMb2Ch0EA4t570X/+GW3UKBRdR/3xR8vKRF99JQMh6YbToVptCcXzaAyJ2mZrgen8jo9NjWX44uGkmFO4q+5dvN7p9cJ3IuEEpr8HoyQcBUAoGnq7HxE1C1+7qFwQAuWPP9Beew3l0CHbXaqK6NsX4/HHEX37yoLukiRJkiRJklQEX3/9dalcR/6FXIENbDAQgJUnVxb5XOEXgnCrAYAStRHSrzm0b2VFDBqEPncuQtMA0GbORH32WRCijHtWfuzbt6+su+BQWfW7qm94sfA1vHx82OTuBj4+wPUFpvNjCIMxv4/h5LWT1PSuyex7ZqOpWqEuqUSux7SxY3YQ5FQJvfOqChcEKbt2od11F6Z777UJgkSNGuhvvYX55En0ZcsQAwbIIEiSJEmSJEmSyikZBjlQia7Kk4f+DfoDsPHMRpIzkot2cs5VxUQGSnjRA6XySjzwAPrs2YjM0UDajBmozz0nA6FMN1sYlBXkaIpaYJiTRV8wn03NmqIvmA9YagpVP56Kv7PnDc/7aNtHrDqxChfNhQWDF1DZvXLBFxMC9fgXaH8NRMmItWzyboK51zZEQI9C9bdcOHUKbeRITHfeifrnn9bNRkgI5mXLMB8/jvHGG1C9ehl2UpIkSZIkSZKkwpBhkAM5fFWeArSs2pKa3jVJNaey6eymIp8vqg+y3lYvLXVk18qcGDbMslR1ViD0zTdoTz0FKSll3DMpLwUtDV9URV06fl+XKfSK9LNOEcvL+tPrCf3TMvJoWp9ptAlqU3DDehrarifQ9k1EwVJPxwjqj7nHX+BZr1B9K3NXrqA+/zymli1Rf/vNulnUr4953jz0rVstRaG1wo2QkiRJkiRJkiSp7MkwqAJTFMU6OmjViVVFPl/434FwDbK0FbkeMuId2r+yJkaORJ85E6EoAKg//ojpjjtg796y7ZhkE/5ow4ajfj290MFNoRRi6fiijOQ7F3eO0ctHIxA8etujjLltTMEnpUSgbe6FenaOdZPe5BX0jovBybvQ1y4zhoH62WeYGjdG+/prlIwMAESVKuhffIF53z7LsvCZzy9JkiRJkiRJkioOGQZVcDnDIEMYBRydi6JiVLvPctNIQ8lc3ehmIh58EP3HHxGurgAoR45g6tQJ9bPPwCji1+sm5ehROYWxefPm7DuFCG5KQmFH8qWaUxm+ZDjRKdHcHng7n9/1eYHnKDG7MG28EzVmOwBCc8N8x88Yzd8GpQK87IaHo919N9qkSSgJCQAId3f011/HfPQoxrhxcnl4SZIkSZIkSarAKsBfJbeOwtYtyalrza54OnsSmRTJfxH/FfmaNlPFLi4p8vkVgRg5EvO//yJatQJASU9HmzQJ7e674dKlMu5d6Wq9dQqbayTQemv2dCibYKaElGTglPW80YVRpOdObvmNFHp+3fPsjtiNn5sfCwYvwNXkesN2lHO/ooX1QEmx/N8SbjUwd9+MqOH45SBLgrJqFaa2bVE3WaaeCkVBf/xxzEeOYISGgpdXGfdQkiRJkiRJkqTikmFQOVKYuiW5uZhc6F2nNwC/n/i9yNcUVTohXKoAoET8AebCFeCtcJo2xbx1K/oLL2RPG9u0CVObNihLbs4QLC8xGUlcqO9MTEZSqV63JAOnfV2m8G7jQVzsNbVIz53c8hop9OPeH/lh7w8oKMy9dy61fGrl34DQUfe/imnHIyhGKgCG/52Ye22DSq3t7lepSU1FfeEFTPffj3L1KgAiOBh97VqM6dMhKKiMOyhJkiRJkiRJkqPIMOgmMKDhAMC+ukEoWo6pYqmWQOhm5eKC8eGH6H/8gahWDQAlJgbT8OFoTz4JiTdpEFbGspZ+z1r2Pfd9RyiJ4u3/RfzHhLUTAJjcdTK96/bO/+C0aLStg9COTbVuMuo8it51LbgGOLxvDpc5fVL76ivrJmPAAMy7diFKeZVESZIkSZIkSZJKngyDbgL96vVDVVT2X97P+bjzRT7/VpgqlpPo3h3z7t0Yg3I87tmzMYWEoOzYUYY9uzllLf2etex77vslwscHDN3y2Q7RydEMWzKMND2N/g36M+nOSXkfmHgS9b9nMa2qhxq5BgChaOitP0dv8w1oLvY+gtIhBMqPP2Lq0AFl/37LJhcX9GnT0BcvhsqVy7iDkiRJkiRJkiSVBBkG3QQqu1emQ7UOgJ2rilXpgnD2B0CJWAPmZIf2r1zy80OfNw/zzJkIT0udGeXUKbSuXVHfew/M5jLuYMnwc/Kgxsl0/Jw8gKIvwV5R6Avmo/+xBn3B/EKfI4RgT+QeJv85mU4/deJc3DnqVarHjwN/RM1Z9FkIlKt/o20bgmlNM7RT36DolueMcPZD77Iao/748r/KVmws2siRmMaORUnO7H+TJpi3bcN46qny339JkiRJkiRJkuwmw6CbhHVVsZN2TBVTnRDV7gFA0ZNQotY5smvll6IgRo/GvHMnRvv2lk26jjZlClrPnnDmTBl30DFyFm/e0ymUbhe82NMpc4pWGa3kVV4YwmDbhW28vOFlGk1vRPtZ7Xn/7/c5de0UlVwrsWDwAnxdfTMPNqNcWIi2sSOmsO6ol5ajIAAQmjt6vXGYe+9EVHX8lDVHU/75B1NICOrixdZt+hNPYP7nH2jRogx7JkmSJEmSJElSaTCVdQckxxjQYACvhb3G5nObSUhLwMulaCv+GNUHoZ75EbBMFdMz6wjdEurVQw8LQ7z/Pur776MYBuo//6C0bYv+xReIUaMq7CgJbdhwVF1H+3ZGkUbJOJK/syeeh2JIbOZXJtfPTQjBX+f/YtGRRSw/tpzIpEjrPjeTG33q9eG+RvfRv35/fFx9ICMO9cyPqCe+Qkm2nYYpXIMxGozHqPs4OJePx3dDuo764Yeo776LousACF9f9BkzEPffX8adkyRJkiRJkiSptMgw6CbRyL8R9f3qczLmJPMPzeeJ258o0vmianeEky9KRixK+CrQ08p/vRNHMpkw3noL0bs32iOPoJw5g5KQgOnRRzHWrEH/6iuoVKmse1l0cXH0UDVL/ZxMrVq1yt7v48MmXaeHplk3hYWFObQg874uUwjdGMqUcfav9OUIQghWnljJh9s+ZGf4Tut2bxdv+tfvz32N7uOuunfh4WyZQkfSOdR976Ge/gHFnGDblk9L9EbPWZaLV51L82HY7+JFtEceQd2yxbrJ6NQJffZsqFmz7PolSZIkSZIkSVKpk9PEypludq7coygKT93+FADv/PUOiUUtzqs6I4IHWtoyJ6BEbbCrHxWd6NDBMm3swQet29RFizC1bYvy559l2DPHyRkG6Qvms6lZU5tRQyW5DDxYRgpVP56Kv7NniV4nixCCxUcW0/aHtgz+bTA7w3fianLlkVaP8Puw3wl/Lpyf7v2J+xvfj4ezB0rMTrR/R2Fa0xjt+Oc2QZARdDfmrmst08FqPVhhgiBl+XJMbdtagyChquhvvom+bp0MgiRJkiRJkiTpFiTDoHKmOCMynmrzFPUq1SMyKZJP//20yOcb1bOnidwKq4rly9sbfdYszL/8gvD1BUC5cAHtrrvQHnsMwsPLtn8VQM46RWAbcu7rMoV3Gw9iX5eSHymUoWcwbs04RiwdwYHLB/B09uSlDi9xYvwJvuv/HX3q9cFZcwaho1xahhbWHdPGjqgXFqGIzGlUqit63cfJ6LMPvdMyS02gijJtMCUF9ZlnMA0ZghITA4CoUQN940aMN98EkxwcKkmSJEmSJEm3IhkG3UScNWfe7fYuAJ9u/5TwhKKFFiKgF8JkqTWkhP8ORrrD+1iRiCFDLEvQd+0KgCIE6ty5mJo2RX33XUhKKuMell+5RxflDjkdOQ0tP9dSrjFg/gBm7Z2FqqhMunMSJ58+yfvd3yfAM8BykNBRzv2C6Y8WmLYNRb36t/V84VIVvdlbmAecwmgzHbyblHifHergQUwdOqDNmGHdZNx/P+ZduxAdO5ZhxyRJkiRJkiRJKmsyDLrJDGo8iDuq3UFyRjJTthRx5IXmigi2rEqmZMSiXA4r4IRbQI0a6H/8gT51avYooeRktLffxtS8OcrcuWAYZdvHUpZ71E95dOraKTr/1Jmwc2F4OnuyZMgS3un2Dn5umUWehYFycTGmta0x7RiDknjSeq7wboK57QzM/U9iNH0DXKqU0aOwkxCoM2ZguvNOlMOHLZvc3DB/8w36/PkVs/aVJEmSJEmSJEkOJcMgO5V23ZPCUhSFj3p+BMDsfbPZf3l/kc43qg+y3r6lp4rlpGkYzzyD+cgR9KefRmQWW1YuXcL02GNod96JsnVrGXey9JR0TaHiuJRwiQ///pBOsztxPOY4NbxrsHn0Zu6uf7flACFQwldiWt8O0z8jUBKOWs81qnTD3Pl3zHftRdQZA5prGT2KYoiORhsyBO2ZZ1BSUwEQzZtj/ucfxGOPVZzpbZIkSZIkSZIklSgZBtlpX5cp9Ir0K5W6J1labQml+oYXabUl9IbH3VH9DgY3HoxA8Nqm14p0DRHYB6FZVlNSLi0HI8Pu/t50/P0xPvsM8549GP37Wzer//2HqUcPtGHD4Pz5GzRQ8uwZtWNv0XJ7rhmZGMk7f73DmBVjuH/R/fSc25PWt2/n8fqHiNXs+7+mGzrLji3jvoX3Ue+rerz151tEp0TTNqgtWx/ZSsuqLS0hUOR6tE2dMP09CCUuOyQ1/O/E3HUderd1iMA+FTYwUbZssRSJXrHCuk1/+mnM27ZB06Zl2DNJkiRJkiRJksobWT20AolOT0RTVKILsVLYu93fZcXxFaw7vY5NZzbRo06Pwl1Ec0ME9UO5+BtKegzKlS2IgJ7F7PlNpnFj9KVLMTZuRHv5ZZQDBwBQly5F2bQJ/euvEUOHlknXNm/eXOR6PMWp36MNG46q62jfzrBZkSy3yMRIpv47lRn/zSDVnGq70xP2eybyl08M8y/vt4Q3hRSVGMXo5aMJO5cdSHWs3pExt41hWNNhuJhcUK78hXowFPWq7egto1IbjOaTEQF3VdgACACzGfXdd1E/+ABFCACEvz/6998jBgwo485JkiRJkiRJklQeyZFBN6l6lerxUMuHAFh5YmWRzs05VUyRU8XyJXr2xLxjB+Zvv0UEWAoSK3FxmB58EO3RRyEhoYAWbgJxcfRIToG4OACURb+hDRtOtXPnUBb9RmRiJBM3TKTh9IZ8seMLUs2ptK/Wnve7v883/b7h1/t/Zf7h5tRKdeWkWwqdZ3fml4O/FOrSW89vpd2sdoSdC8PDyYMX73iRA2MPEDY6jNEtR+Matw9ty92YNve0CYKETwvMd/6G3nNbhR4JBMC5c2g9e6K9/741CDK6dbMUiZZBkCRJkiRJkiRJ+ZBh0E2sS80uAOwI31Gk80RQX4TmBoB6aTlkLrEt5UHTEI8+ivnAAYxhw6yb1Z9/xhQSgrJ9u83hFaH4cnGIIQ+gL5jPsVr+vFRp+3Uh0Krhq9gyegsvdXiJx1o/xgNNHmDI1QB27r2DPjH+pJhTGLNiDAO+H8CBywfyvoYQTP13Kr1/6U1EYgRNKjdh25htfNDjAxr5N4LY/Whb78O0qRNq1Ibs87waYb7jF8y9dyKq3VOxQyBAWbHCMi3sn38AEJqG/s476GvWQLVqZdw7SZIkSZIkSZLKMxkG3cTaV2sPwN6ovaSZ0wp/osnTMmICUNIuo+RYblvKh68v+pw5mH/8EeHlBYBy+jRat26o770HuiVQy1182ZHhUKstoWwIjClUXamScinhEi+tf4kZrjPyDIF61+2NkkcI42925veDrXij0xsoKKy7so42M9sQ8kMIX+z4gn8u/sOXO75k+JLh1JpWi1c3vYoudEY0G8G2R7bRpHITSDqHtmMMpvUhqBGrrW0Lj7qY283C3GcvosYQUCr+y546YwbakCEomSOyRJ066Js3Y0yaBJkFziVJkiRJkiRJkvIjawbdxOr61qWyW2Wuplxl/+X9hASHFPpco/og1EvLAMtUMVGlSwn18iaiKIhRozB36ID2yCOo//6LoutoU6agbNjAXeNaEh9osGxLqLXwuD01fvITnZ5IbENXtMzbJUEbNpweuo42bLhNjaBD7ol8svJx5h2cR0Zm0fE7qt3Bm53fpFedXnkGQFY+PhAXh+bjy1td3qJbrW48PedpTjudZl/UPvZF7bvuFHcndz7u+TGPt34cJT0Gdd8U1JPTUYx06zHCrQZ609cQtUeD6uS4L0JZEgJ1yhS099+3bjIeeAD9m28sX0dJkiRJkiRJkqRCkGHQTUxRFEKCQ1hzag3bL20vUhgkgu5GqM4oRjrqxaUYt316U4yoKBV166Jv2oT44APU995DMQzUv/9myZ6dvPJMDxY3cC7rHjqEEIK/vK/xcc3zrPK7CvstU+I61+jMKx1fKTgEypS78HSXWl0YZB7EhBcnsOjIIn4+8DNnYs/QNqgtd9a4k5nRx0h28eL7hDOMPfYx6tGPUTLisvvl7IfR5BWMek9VzOXh82M2o/3f/6HOmmXdpL/0EsZ771X4KW+SJEmSJEmSJJUuGQbd5LLCoKLWDcLJGxHQGyViFUpqBEr0v4jKd5ZMJ29GJhPGm28ievVCe/hhlLNn8U5OZ/r//qD7jjPQLh68vUu+Hz4+bNJ1ejho6pC+YD4bQt8kZsTtTP2pMztu+w8ARcB9je/nxTtepF21dsW6Rtboo6pjnuapBfN5qs1TNvtnrp/AQxnHeTH+X7TLSdbtQnXFaPgMRqOJ4OxbrD6UO8nJaA8+iLoyuxi8PnUqxjPPlGGnJEmSJEmSJEmqqGQYVAzdunUr6y4UKKtu0M7wnUU+16g+CDViFZA5VUyGQUUmOnTAvHMn2rPPov76KwBDwo4hQkLQZ88u8evrC+ZjhIWhO2gq2soTK/nO6TuuLbkGgIuh8nBUMC9cqEHd1xcUr3EjA1Ijwfk8PTwzwDUF9cAbKCkRkBKOkhoOKRGczYi1OU2gIuo8jN70TXCvXrw+lEcxMWj3359dKNrJCX3WLESOguWSJEmSJEmSJElFIcOgYnBUrZeSlDU17NS1U1xNvkpl98qFPlcED0AoTigiA/XiEoxWH8mpYvbw8UGfPRujTx/MTz6Ja1oaypkzaD160KNDBzCbwVT8p6K/syeeh2I418AZf2dP6/ai/D/NryYQwLQd05i4YSJCFfi6+vLU7U8xYepWAnR3MHQKteacnopyaSlKwonrQh4l7bLlmHtyHH/0oxs2ZwT1R2/xLvg0K/RjrFAuXMDUvz/K0aMACC8v9EWLED16lHHHJEmSJEmSJEmqyGQYVIFk/bGf2Myv0Of4uvrS0K8hx2OOszN8J/3q9yv8BZ0rIQJ6okT+gZJyESVmF8K/eFOAbiZhYWFFClrEiBFM+/dfXtq3D3XbNhRdp9fWrRg9e1pGCdWpU6z+7OsyhTC9aH26TlwcPVQNjOxoxxAGL294mWk7pwHQWm/Nxv/biKezJ9qH/Qq3JqGRgXJ2Dtrh91BSLtrVtVRMuHjUZHtaChdUH352bspvneYXfGJFdegQpgEDUC5dAkAEBGBesQJaty7jjkmSJEmSJEmSVNHJYR4VyL4uU+gV6Wddiaqwsmq4bL+0vcjXNKoPst5WLi4p8vk3s9zLxBdGrK8v+oYN6KGhiMw6Puo//2Bq2xbll1+K3aeiBEGGMJi1dxYz98zkZMxJhBDXHZNqTmXk0pHWIOj97u/Tx9wHzxwjj25I6CjnfsX0R0tMu8flGQQJxYRwq4Hh1w6j2r2Iw9UxdtfH2NIEc5fVdPEeSRPfsdTyfQrz3Ue51+sBnvXsw79O1Qr9WCsa5e+/MXXvnh0E1a+P+c8/ZRAkSZIkSZIkSZJDyJFB5VxRR5/kpV1wO34+8LNddYNE8ECEoqEI3TJVrOUHcuWifBT6e2UyYbz+OqJnT+LvuQe/2FiUhARMY8ZgrF2L/uWX+S4T7oj/DwBp5jSeXPMkCw8vtG6r4V2D7g3NVDW7cMYlmdOz2nPq2ini0+JxUp2YOXAmI5qNIPSP0OyG8itQLQRK+HK0g5NR4g/b7DKC7sao+xjCrTq4BYNLFZvph9rb/SBzdJII6MUxbQ2aooIwiv24KwJl+XK0hx5CSU0FwGjTBn35cqhatYx7JkmSJEmSJEnSzUKODCrn7Bl9kpu1iHTEToyi/kHt4o+oagkflOSzELun2P25GbTaEsqGwBhabckORor6vRJ33MGXjz6K8eCD1m3q/PmWUUJ//53nObmvERYWVqRrAiRmJHLfb/ex8PBCTKqJDtU74KQ6cSH+AnMCI/ik+lkWV7nMnsg9xKfFY1JcCWo6hBHNRgC2hdP1BfMxnh6fXV9ICJTI9WgbO2LaNtQmCDKqdsfc4y/0TssQwQOhUmtwDZB1qHJQZs5EGzYsOwi66y709etlECRJkiRJkiRJkkPJv8JuAc2rNMfV5EpsaiwnYk4U+fycU8VUOVUMgOj0RC42dCU6PbFY7aS5uKDPmoV57lxE5mgg5dw5tJ49USdPthSXvoGiBlARiRE8tvUxNp/bjKezJyuGreDP0X9y5cUrrB6xmlfO12LCpZp8drIBS4Yswa/5SCq3fYxUd39rG7lHJlnvX/sP7c8+mP7qj3ptl3W/4dcec9e16F3XIvzbF6m/twwhUN99F9P48SiGJbA1Ro5EX7IEPAs5JU+SJEmSJEmSJKmQZBh0C3DSnLg98HbAvrpBIvgeROZ/FfXiEsijtoxUPGLYMMy7dmF06gSAYhho77+P1r07nDqV5zl5jU66kePRx+n+c3eOxR2jqntVNj64kV51egHg7uROrzq9eO9sfT4705gJ4TUZ0GAAJnd/FLWA2aRJZ9G2j8Zpwx2oVzZnPyafFpg7LkXvscU6ukzKm/ruu2hvv229r7/wAvqsWeDsXIa9kiRJkiRJkiTpZiXDoFtEu2BLEWl76gbhWhVRpTMASuJJiDvgyK7dsrRhw+lx6DDasOGWDbVqoa9fjz5lSnZx6e3bMYWEoMyde10IV5TRSTsu7aDbnG6ciztHDY8ahD0YRuvAPIoR+/iwyd0t35pFNtJjUPdNwvRHc9Tz2at6CY96mO/4GXPvnYjg/rLGVAHUzz9He+cd6339o48wPvwQVPnyLEmSJEmSJElSyZB/bdwislYU2xG+w67zhZwq5hA56+0QF0eP5BSIi8vepmkYr76K/uefiHr1AFASEzE99hjagw/imllLpijWnFzDXb/exdWUq9weeDs/dfmJupXq5nmsvmA+m5o1za4BlOdBqajHPsW0ujHa8c9QjHQAhLM/+m2fYe67D1FjaInVAvJ39qT68VT8C7uiWTmmzJyJ9vLL1vv6J59gPPdc2XVIkiRJkiRJkqRbggyDKrjCFhDOGhl04PIBUjJSinwdo9q9CCwjPGQYZL/CrgQm2rXDvGMHxsMPW7epixbxzA8/oBTyey6E4Kd9PzFo0SCSM5K5q+5drB2xFj8XP7v6DqBcWo7pjxZo+19ByYi1XEd1RW/8Mua7j2I0eBrUkp3atK/LFHpF+rGvy5QSvU5JU379Fe3pp6339dBQjAkTyrBHkiRJkiRJkiTdKmQYVMEVtoBwDe8aBHoEYjbM7Im0Y0Uwt2BE5TsBUBKOQq7lwiU7FDQly8sL/fvvMf/6K8LXF4BK8fGY+vRBnTAB95R0m8NPxJzgxfUvcu+Ce2k5oyW+H/vyxKon0IXOgy0eZOmQpXgWYjSNzeilHJTz89C2DUVJPgeAQMGoPRpzv8MYLd4Fp0JMLSuMokxVq6CU5cvRHnsMJXPqn/7CCxivvVbGvZIkSZIkSZKkW9unn35Kjx49qFGjBg0aNGDUqFGcOGG7CFNUVBRjx46lUaNGVKtWja5du7JixQqbY65du8YTTzxBzZo1qVWrFs888wyJicVbfMjRZBh0i1AUhZBqIQBsDy96EWnIPVVsqUP6VZ7Zs2x7UVy3LHs+xAMPYN69G6NrV+s27dtv2fz0PDrsvwjAosOLaD+rPV/u/JI1p9ZwNPooKeYUnFQnXrnzFX4Y8ANOmlOh+pXX6KVeGWfQdjyGgiW8MAJ6Y+69Ez1kJrhXL+xDLpTCTFXLL7CqCJQNG9BGjULRdQD0sWMxPvhA1laSJEmSJEmSpDK2bds2Hn/8cdatW8eSJUvIyMhg0KBBJCUlWY8ZN24cJ0+e5Ndff+Xvv/9m4MCBjBkzhv3791uPeeKJJzh69ChLlixh/vz5bNu2jefKWTkIGQZVYNcVIC7AndUtI3s2ndlk1/WM4Hust5WI1Xa1UZHcaNSVo+rWFDRtzBpI1aiBvnYtK3r3Rri7A1ArMp7FkxbzzkfzeWLhKBLTE+lcozPf9PuGNSPWcGTcEWInxvJ2t7dR7Awa/J09GXD6DD8k/oEiLMvc63WfQO+8Enxb2tWmIxR2ul15o/z9N9rgwSjpllFdxqhRGF98IYMgSZIkSZIkSSoHfvvtN0aOHEmTJk1o0aIF06dP5+LFi+zdu9d6zI4dO3jiiSdo06YNtWvX5qWXXsLHx8d6zLFjx9i4cSPTpk2jbdu2dOjQgf/9738sWbKEiIiIsnlgeShgzejySc96Rz3z881MCGHzOHPe12Lj6KGpoBuF+lr0q9uPVze9yqazm7iWfA1vF++idca1Opp3c9T4g6gxO0lPugSugUVrowLJ/bXP6b+ObzFlwxRCn3zLesyNjrdXWFgYXbp0AcBpxCjcXd0xOnaClGS0rVsBeHLzFXrug/WvDufB4d9jyrUUfM4+FfW5s6fZPYjwT3ElMwiq/gAZrT4Dwyj2Y7uR6/7fZ36uyM955b//cL73XpQUS80u/d57yfj2W8sqcRX4cd0KbqWfOZLkSPK5I0n2kc8dSbJPfs8dkVmaIT4+3uZNchcXF1xcXG7YZnx8PACVKlWybmvXrh1Lly6lT58++Pj4sHTpUtLS0ujUqRMAO3fuxMfHh9ats1dv7tatG6qqsnv3bgYMGFCMR+k4FTIMOn36NAAnT54s456UvPT0dI4dO5bn/Sa6DsIAQ9gccyN1POtwJvEMP279kb7V+xa5P4HO7QngIABX9s4mptL9RW6josj9tS9of17H79u3j1atWjmkD41jonH3SWRS9cssbGRwnyd8uAHczVDvGtR7YGxD1QABAABJREFUeT5X9ihETpiA4eZ2w3YL89xxTjtH/TOP4KSlARDv2ZGzXpMQx0v+eZfzcZvNZjRFRRdGof+flzeuJ05Q74knUDJ/mMTfeSdnX38dcepUGfdMKopb4WeOJJUE+dyRJPvI544k2Sf3c0dRFGrVqkXz5s1t6vZMmjSJV155Jd92DMPg1VdfpX379jRt2tS6/ccff+TRRx+lbt26mEwm3NzcmDt3LnXrWlZsjoqKokqVKjZtmUwmKlWqRFRUlCMeokNUyDCobt26nDp1ivr166NpWll3p0Q5OzvTqFGjPO+bNA0yRwblPOZGBkcO5pN/P2FX4i6ebfRskfujVHkINv8AQLDYTZVG+T95KrrcX/uC9ud1/Pz58xk6dKjdfXBydiLWM5Ylx5aw/M7tnHPNXFo+FWZ2cuNYvSCW7qqE+/bdAFSZNw//7dvJmDEDkZlM56TrOidPniz4uZN8EZc//w9FvwaA4XcHzp2W09DkYfdjKQqb/+fhJlRFRRGF/39enih79uA8dixKbCwARseOOK9YQcPM6X5S+Vfo540kSTbkc0eS7COfO5Jkn/yeO0II0tPTOXjw4HUjg27kpZde4siRI6xZs8Zm+3vvvUdcXBzLli3Dz8+P1atXM2bMGFavXk2zZs0c+6BKUIUMg7K+sZqm3fQvkIqi2DxGm/tK5j8Khf463N/4fj759xPWnl6LWZhxMd34CXCdyncgXKqipF1GvbwJjQzQXIvWRgWR+2tf0P68ji+ojfwYwuDjfz5must0/vfz/ywbXcFD1+gf7c/9Y7+gb72+fPTeRzj9GYr+1Veob76JkpKCevo0znfdhfF//4fxzjuQR+hww+dO2lVMfw9ASbkAQERKVSp3Xo7mXMRphcVw3dc283NFe74r27ejDRiAEhcHgBESgr58OZqXVxn3TLLHrfAzR5JKgnzuSJJ95HNHkuyT+7mTNU3M29u70LVUJ06cyNq1a1m9ejXVqlWzbj9z5gzff/8927Zto0mTJgC0aNGCf/75h5kzZ/LZZ58REBDAlStXbNozm81cu3aNgICA4j48h5EFpG8xbYLaUM2rGgnpCWw6a0chaUVFBPWz3NSTUS6X7IpbFZWy6De0YcOpdu4cyqLfinSu2TDz5KoneXPzmyQoCaiaMyOajWDxmTtYsL8f8yI6MbjJYDycM0fpqCrGhAmYd+3CuNNSJFwRAu3LLzG1bYvy99+Fv3hGAtpfA1ESLNOxhEc9jlX7ApwrFXCiY+VcLcxRxbpLm/LXX2j9+mUHQR07oq9ZA96lF6pJkiRJkiRJklR4QggmTpzIqlWrWLFiBbVq1bLZn5ycDICq2kYpmqZZQ6eQkBDi4uJsik5v2bIFwzBo06ZNyT6AIpBh0C1GVVQGNhgIwIrjK+xqwwjub72thK9ySL9uNmLIA+gL5nOpVi3EkAcKfV6aOY2RS0cyZ/8cQMG7djf8Wz/GT/f+xMDvt+A0/hmbJddtllhv0AB940b0jz9GuFpGayknT6L16IE6cSJkvnDlS09F+3sw6jXLlDPhGoy562o69hxc6P47Ss7VwvZ1mUKvSD/2dZlS6v2wl7Jxo2VEUOacZKN7d/SVK2UQJEmSJEmSJEnl2EsvvcTChQv5/vvv8fT0JCoqiqioKFIyF4Fp2LAhdevW5fnnn2f37t2cOXOGr776irCwMO6++24AGjVqRM+ePXn22WfZvXs3//77Ly+//DKDBg0iKCioLB+eDRkG3YLubXQvAL8f/x3dKPoqBSKgF0J1BkCNWG1ZDekm02pLKBsCY2i1JbTUrpmUnsT9i+5n2bFlOGvOVGt8P43iGlHZ1dd6TO4l1a9bYl3TMJ59FvPOnRh33AFkjhL64gvLKKF//sn74oYZ7d9RqFc2AyCc/TB3WQUedRz18G4ZyurVaPfdZ101zOjbl/9n777jo6jzP46/ZnbTe0ISamgJIL2jokix61nQExDLnT/7qXecBbvonZ7t9Cygd/YK9o6dpqJUqUqT3hIIIb3szszvjyUrAUKSzaaR95NHHsm07/c7u/PdnfnwLdaHH0JU/Yy3JCIiIiIigXnxxRfJy8vjzDPPpFu3bv6fDz74AICQkBDefvttWrRowbhx4zjuuOOYNm0aU6ZM4eSTT/an89xzz5GRkcE555zDBRdcwNFHH81//vOfBjqrQ2uSYwZJ7QxLG0Z8eDxZRVnM2zaPY9sdW7ME3NE4KSMwdn6JUbwVcpdCfN86KWtDyS4rYG+XcKyygqp3xhc8im65hw/n3BNQC5bFOxZz3RfXsXDHQqJConj3/HcZ1XEU99xzD/deE0CLmK5dsWbOxHnyScx77sEoKcFYt47QUaNoPX48PP44xMX59nVsXAuvwtz+iW/RFYV13McQ13QGP2ssjA8/xDV+PIbHA4D9hz9gvfkmVDE4nYiIiIiINLycnJwq9+ncuTOvvvrqYfdJSEjg+eefD1ax6oRaBjVDIa4QTk/3NWH7aM1HAaXhtDrd/7d5BHYVO9Q4NTNnBn98pI17N3LJR5dw9EtHs3DHQsKdcL648AtGdRxV+8RdLuwJE3ythIYMAXythJJff52w/v0xpvtadZlLb8Hc9BoAjhmKNfRdnKTBtc+/mTGmTcM1btzvgaA//hFr2jQFgkREREREpNFRMKiZOruLr6vYR6s/8g90VRP2fsGgI3HcoAPHqXGNGYs5eQquMWOrtX9VbMfmjpl30PO/PZm20jcG0IU9L+SysssY0mZIcE6iXNeuWLNmYf3rX7+PJbRlC+5zzsH1h/64FjwJgIOJNeQ1nNQgBKKaE9vGfOopXJdeimH5ul3aF12E9eqrEBLSwIUTERERERE5mIJBzdTJnU4m3B3O+r3rWbFrRc0TiGqPE9cLADNnIRTvCHIJG5ncXEYWFcO+maFqa+rKqTzy4yOUWWWM7DCSeZfN47U3Sjh35bYKAacKA0TXhsuFfeONlC1cSP6Q34NN5lcr4WbgW7D6T8Fpe25w8msuNm/GdfrpuG68EWNfUNW6/HKs558HTQUrIiIiIiKNlIJBzVRUaBQndjwR8LUOCkSFWcV2fB6UcjUHjuPwxLwnALht6G18Pu5z+rXsd8iA00EDRNc2786dWf/ss3gfuhzKe8AVAS+C+X+vwsqVQc3viOU4GK++irt/f8wZM/yrrb//HXvyZDD10SoiIiIiIo2XnliasbO6nAXA1xu+Duh4p9WZ/r/NjYcfQKspqIsxgQ7lu83fsSRzCRHuCG4YdAOGYdRLvuViCr7D1e4leBQ4/vf15ty5uAcPxrznHigpqdcyNSmZmbjOPx/35Zdj5OUB4LRti/fzz7EffBDq+f0UERERERGpKQWDmrHj2h0H+GayKrPKany8kzgIJ7Y7AGb2XIzs+UEtX32bNWtW5Rvj4pgRGfH7DFzVdKhuXv+Z/x8ALu51MUmRSTVKr7aM3d/TYcvNGI4FMWA9fCXeL77ASU/3bfd4cP3rX7j798c43OvRTBnvv4+7Xz/MTz7xr7Mvugjv4sU4ozTWkoiIiIiINA0KBjVirjFjGbnyl0oHLa6tzgmdSYpIotQqZWnm0ponYBhYXf7mXzTXPhG8wjUC+wdyrLemMaNHd6y3ph1y+6GW4eBuXmv3rOWztb4Bt68ffH3QylotOT8TOvc8TKcUALvdBdj9n8AZORLvokVYt96K43YDYKxbh/vkk3FdfjlkZ9dvORujnBxcf/oT7rFjMXbvBsBJTsb7zjtYL74I8fENWz4REREREZEaUDCoMQvyoMUHMgzDP3PVvG3zAkrDSRuLE5biS2/r+1C4KWjlq2tVdQuraryeA7dXZ3yfpxc8jYPD6emn0zWpa9WFDJb8Nbi/OxPD6+vWZKWegjX4RTD2DXIcEYF9332+aeiPOcZ/mPnqq7h79cJ4/XUIYNa5I4Hx9de+sYHefNO/zj77bLw//4xz9tkNWDIREREREZHAKBjUzJUHg37a9lNgCbjCsdOvBsBwLMx1U4JVtDp32G5hdSCnOIdXlr0CwA2Dbqi/jIu24J5zOkbpLgAKI/viGfImmKEH79ujB9bMmViTJ+Ps6xJn7N6N+7LLcJ12GqxbV3/lbmgFBZjXX4/7jDMwtm0DwImLw/vSS1hvvw0pKQ1cQBERERERkcAoGNSYVTVOTYDj2OxvSGtfMGj+tsDH+7E7X4VjhgFgrn8BPHkBp1Vf6roL3qG8sOQFijxF9ErpxYgOwZ0lrFKlu32BoKLNANhxvVmf9iS4Iys/xjSxr7gC77Jl2Oed9/vqGTN8LWQefBDyGv97XBvG3Lm4Bw3C9d//+tfZJ57oaw00frwGiRYRERERkSZNwaBG7FDj1NRke3UMaj0IA4ONuRvZWbAzsETCknHaXwSA4c3D3PBywOWpNwd0wesz5x6+abmHPnPuqZPsPJaHyQsnA/DXwX+tnxnEPHm4vvsDRv5qAJzodMqGfoztiq3e8a1aYU2diveDD3DS0gAwSkpw3X037rZtcY0di/HBB0fWzGMlJZi33YZrxAiM334DwImMxHrqKazPPoO2bRu4gCIiIiIiIrWnYFAjV51BimsjJiyGHsk9gMDHDQKwuvw+GLK59mmwvbUuW33KLitga5dwsssK6iT991a9x7b8baRGpTKm+5g6yaMCqwTXD+dh5iwCwAlvjXfYdAhPrXFSzhln4F2yBOuvf8UxfR8ZRkkJ5vvv4x4zxhcYuuIKjG++AW/Tet8r+Pln3Ecfjevf/8bYNz6SfcwxeBcuxL7qKrUGEhERERGRI4aCQY1cIIMU15R/EOntgQeDiO2O3fJUAIyijRjbPwpG0Y4IjuPwxHzfTGtXD7iaMHdY3WZoe3H9dCHmrtm+/EMT8Z4wHaI6BJ5mdDT2I4/gnT8f69prcfYbL8fIy8N85RXcp5+Ou2NHzAkTMKZOxZg/3zcTWWMfeNrrxXzgAdxDh2L88gsATmgo1gMPYM2YAenpDVxAERERERGR4FIwSDi6zdEAzNtai2AQYHf5q/9vc82RNc18bczdOpdFOxYR5grjyn5XVr5jEMaAwrFxLbwSc/unvkV3NNbxn0Bs98DT3F/v3tj/+Q/ejRvxfvYZ9sUX48TE+DcbmZm4Jk/GfemluI87jpBWrXCnpuI6+mhc48dj3n03xiuvYHz/PezYUe1AUbBbxPmtWoVr2DBckyZh7GvV5PTpg/fHH7FvuglcrrrJV0REREREpAG5G7oA0vAGtxkMwMIdC/HaXtxmYJeFkzISJ64nRu4KzOyfsLN/wkk6OphFbZLKWwVd1OsikqOSK93PemsaM+65hxPuvTewjBwHc+nNmJte9y2aoVjHvouTOCiw9A7H7cY56SSsk06Cp5/G+PxzzLfewpg+HaO0tMKuxt69GIsXw+LFBxc5MhI6dcI56iicIUN8P337QljF1lNBbxFn25iTJ2PecQfGvjGPHNPEnjgR+447IPQQM62JiIiIiIgcIRQMEromdSU+PJ69JXtZnrWcfi37BZaQYWB1+RvuBZcDvtZB1jHNOxi0Pmc9H632dZm7ftD1VexduxYw5q8P4Fr7FAAOJtbRr+Okjgw4vWqLiMAZPRpr9GjIzcWYPRtj3TpYvx7jt998AzFv3oxh2wcdahQVwYoVGCtWwDvv+MoeEoLTt68vMDR4MM6QIdChQ+3H7MnLw1i8GGPBAoxPP8X88Uf/JqdLF6wXX8QZPLh2eYiIiIiIiDQBCgYJpmEyuPVgvlr/FfO2zQs8GAQ47cbgLLsDozQTY+sHULixdmPVNHGTF07GweHkTifTPbnqrlqBtoAx103BtfL3FkXWwP/itDknoLRqJS4O56yzOKjzV1kZbNz4e3CoPFC0bp1vvcfj39XweDAWLIAFC/zrnJQUf2DIGTwYZ+BA2K972kFKSzGWLfMFfhYu9KW3Zo1/YOj9Wddfj/2Pf0BkZC1PXkREREREpGlQMOgIN3PmzGoFGPYPBl094OrAM3SFYadfg2vlJAxszLWTsfs+Enh6jUhNW+3kluTy0tKXAN908nXF2PQmrp//5l+2+jyC0/HSOssvIKGh0KULTpcuBweKvF5YsQJz/nyMefN8P2vWVNjFyMrC+PRT+HTfWEimCd274wwZgj1kCBx1FKxe/XvwZ9myCgGmQ3E6dcJ65hmcOhiUXUREREREpDFTMOgIN2vWrGoFg45uu28Q6drMKLaP3flKzF8fxLBLMDe8iN3jTgipxaDIjURNW+28uPRFCsoK6N6iOyd2PLFOymRs/wzXgv/zL1tH3VZhIO8mwe2Gvn2x+/aFK/cNsL1njy+wM3++72fePIy9e/2HGLbt715mvvBClVk4ISE4vXvjDByIM2gQzoAB0K2bBogWEREREZFmScGgJi5YsywNauUbZHjdnnXsLtpNi8gWgScW1gK7w8W41j+H4c3H3PASdpe/BaWcTYXX9jJ5wWTA1yrIqO14N4dg7PoO14/jMBwLAKvz1dg9JgU9nwaRmIhzyik4p5ziW7ZtWLvWFxSaPx9z/nxYvhzDsg461DEM6NrVF/QZOND307v3QYNSi4iIiIiINFcKBjVxwZplKSEiga5JXVmdvZr52+dzevrptUrPzrge1/rnADDXPo2dfh0EOEtZU/TBqg/YnLeZ5MhkxvUcF9zEHQfzt2cwl07EsH0zd9ntxmD3+0/tB1lurEzTF+Dp2hXnkkuwAQoLfQNCz5uHsW4dTnq6LwDUrx/ExjZ0iUVERERERBqt5vN0LlU6us3RrM5ezU9bf6p1MIjYbtitTsfcMR2jaDPGtg9w2v0xOAVtAp5c8CQAV/a/knB3ePASLs3GtfAKzO2f+lfZLU/DGvwiGGbw8mkKoqJwjj8e5/jjG7okIiIiIiIiTUoze3qUwxnSZggA87fPD0p6+49d4/rlfrCKg5JuY/fT1p+Yt20eoa5Qru5fi8G4D2Ds+g731wMrBIKsjOuxjn0bzJCg5SMiIiIiIiJHNgWDjmB95tzDNy330GfOPdXaf3CbwQAs2L4Ayz54LJaacpKHYyf0B8DI+wVzyY21TrMpeGL+EwCM6zGO1OjUoKRpZM3ENftUjOJtADihLfAO/QC777/BpbFwREREREREpPoUDDqCZZcVsLVLONllBdXav0eLHkSHRpNfls8vu3+pfQEMA2vQ8ziuCABc65/H2Dy19uk2Yhv3buSD1R8AcMPgG4KTaO4KXHMvwHB8U6XbycPxnrwQp/UZwUlfREREREREmhUFg8TPZbr8s4rN3xacrmLE9cTq/9TveSy8FvJWBSftRmjKwinYjs2oDqPoldKr9gkWb8f93dkYnlwA7FanYw2bDhGta5+2iIiIiIiINEsKBkkF5eMG/bTtp6Cl6XS4BLvDJQAYViHuH8eBtyho6TcWeaV5vLj0RQD+OuSvVexdDZ583N+fjVG8BQA7oT/W0W80q1nZREREREREJPgUDJIKyoNB87bNC2q6Vr8ncWK7A2DkrcT1cxCCJUGUFBpN2zUlJIVGB5zGy0tfJq80j65JXTm508m1K5DtwfXjOIy9SwFwIjtgHfchuKNql66IiIiIiIg0ewoGSQWDW/sGkV6VvYq9JXuDl7A7Eu8xU3FcvmCGufEVjI2vBi/9Wlo67F5O3JnI0mH3BnS8ZVs8veBpAG4YdANmbaZ5dxxci6/DzPzKtxiSgPf4jyG8ZeBpioiIiIiIiOyjYJBUkByVTHpCOhC8Keb9Yo/CGjDZv+hafD3krgxuHocxc+bMOkv7ozUfsTF3I0kRSYzvNb5WaZm//gtzw0sAOGYo1tD3ILZbMIopIiIiIiIiomDQkSYYAY/yKeaD3VUMwGl/IXbH/wPAsIr3jR9UvdnOamvWrFl1km5hWSF3zrwTgCv6XUFkSGTAaRkbX8O1cpJ/2Rr8Ik7ycbUtooiIiIiIiIifgkFHmGAEPIa0rptxg8pZ/R7DiesNgJG/Ctei68Bx6iSv+nD7zNtZl7OONjFt+PvRfw84HSNzBq6FV/mXrd7/wml3QTCKKCIiIiIiIuKnYJAc5Oi2RwO+bmK2Ywc/A1cE3mPexHHHAGBufhNjX7eopubr9V/zzKJnAHjuzOeID48PLKH8NbjmXoDheAGwOl+D3SXwwJKIiIiIiIhIZRQMkoP0TO5JhDuCvSV7WZO9pm4yiemCNfBZ/6Lr579B/uq6yauO5BTncOVnVwJwzYBrOLHjiYEl5Di4fv4bhjcPALvVGdj9HgPDCFZRRURERERERPwUDJKDhLhCGNhqIFB3XcUAnHZ/xOp8NQCGXYJrwZXgWHWWXwVxccyIjIC4OP+q4cOH1yiJCV9PYFv+NtIT03lgxAMBF8XY/glm5jcAOJHtsY5+HQxXwOmJiIiIiIiIHI6CQXJIdTmI9P7s3g/iRPtmLzOzf8Rc+3TQ8+gz5x7afnMj37TcQ5859wBgvTUN+y/XYr01zb/fiBEjqp3me7++x5sr3sQ0TF76w0tEhUYFVjirBNfSW35f7PMQuANMS0RERERERKQaFAySQxrSZt8g0tvrNhiEOxJr4P9w8HWJMpffBflrg5pFdlkBLsNka5dwsst+n7msJsGf/e0s2Ml1X1wHwC3H3OJ/rQJhrn0So3A9AHbycJw25wacloiIiIiIiEh1KBgkh1Qe4Fi5ayX5pfl1mpeTfBx2hi+44usudkX9dRerIcdxuObza8guzqZPah/uPP7OwBMr3o75y7986WJi9X1U4wSJiIiIiIhInVMwSA6pVXQr2se1x3ZsFu5YWOf52T3vw4nqDICZPRdz7eQ6zzMQryx7hc/WfkaoK5QX//Aioa7QgNNyLb8DwyoEwO58JcT3DlYxRURERERERCqlYJBUqrx10E/bfqr7zNxRWIOe+7272IqK3cVmzpxZ92Wowsa9G/n7177p3u894V56pfQKOC0jex7mpjcAcEISsHvcE5QyioiIiIiIiFRFwaAjWFJoNG3XlJAUGh3Q8UNa7xs3qI4HkS7nJB+Hnf4XAAyrGNfCK8GxAZg1a1a9lKEytmNz+aeXU1BWwNC2Q/nb4L8FnphjY/484fe0e94DYUm1L6SIiIiIiIhINSgYdARbOuxeTtyZyNJh9wZ0fHnLoPnb5uM4TjCLVmlLH7vXP3CiOgFg7v4Bc92UoOYbqKcWPMWczXOIConi+T88j8sMfOp3Y9PrmDm+rndObA/sTlcGq5giIiIiIiIiVVIwSCrVt2Vfwlxh7C7ezW85vwU17Upb+rijsAb9z79oLr8DCtYFNe+a+mXXL9w50zdQ9CMnPkLnhM6BJ+bJw7XsDv+i1fffYLprW0QRERERERGRalMwSCoV6gqlX8t+QD1MMb8fJ3kYP2YPAPZ1F1twFQbBbZlUXR7Lw2WfXEapVcqpnU/l//r+X63SM399AKM0EwC7zdk4qSODUUwRERERERGRalMwSA6rvKvYvK31FwzqM+cebnX6sMUVD4C5+zuGJC6qt/z3968f/sXinYtJCE/g2dOfxajN1O/5azHXPAWAY4Zh9X4oSKUUERERERERqT4Fg+Sw/MGgILYM6jPnHr5puYc+cw49g1Z2WQFru8Tw14gR/nWntpwFhRuCVobqWLh9If/64V8APHXqU7SOaV2r9FxLb8ZwPADYXf4G0Z1qW0QREREREREJkscee4yRI0fSrl07MjIyGD9+PGvXrj1ov/nz53PWWWfRpk0b0tLSOP300ykuLvZvz8nJ4YorriAtLY327dtz/fXXU1BQUJ+nUiUFg+SwyoNByzKXUeQpCkqa2WUFbO0STnbZ75XhUANK/xDSFqvz1QCEmh5cK+8LSv7VUewp5s+f/BnLsfjjUX/kgu4X1Co9Y+eXmDumA+CEt8Y+amIwiikiIiIiIiJBMnfuXC6//HK++uor3n//fTweD6NHj6awsNC/z/z58zn//PMZMWIE33zzDd9++y1XXHEFpvl7eOWKK65g1apVvP/++0ybNo25c+fyt7/9rQHOqHIKBslhtYttR5uYNliOxaIddddVq7IBpe1e/8QpDQXA2PgG5K2qszLs765Zd7E6ezWtolvx5ClP1i4xTy6uRdf5F63eD4A7upYlFBERERERkWB69913ufDCCznqqKPo1asXU6ZMYevWrSxZssS/zx133MFVV13FhAkTOOqoo8jIyODcc88lLCwMgNWrV/Ptt9/y5JNPMnDgQI455hgeeugh3n//fXbs2NFAZ3awJjmNkWVZFX7L7xzHqfC6HLgciEGtBrEtfxs/bv2RY9scW9si+sq173d52Q4qd/l2MwrX0nYYg3/DMMBc+Q88g18NOL/986zM7E2zeXKBLwD0zKnPEB8WX6vXMGTxXzGKNgFgtzgOb5sLoIGuXdUdkZpTvREJjOqOSGBUd0QCU1ndcRzf02BeXl6FMWDDwsL8AZzK5OXlAZCQkADArl27WLhwIX/84x85+eST2bhxIxkZGdx5550cc8wxACxYsIC4uDj69evnT2f48OGYpsmiRYs488wza3mmwdEkg0Hr168HYN26hp1yvDEqKytj9erVlS4HomNIRwC+Xf0tZ8bX/sL1er24DBPLsf1l27+cB24/ankrQnptxojwYG59l01hYygJT69xfkCFPA+lwFPAn2f8GYDzOpxHB2+HWr1+cblf0mHrm768zShWJ9yGZ82agNMLFtUdkZpTvREJjOqOSGBUd0QCc2DdMQyD9u3b07Nnzwrj9kycOJFbb7210nRs2+a2225jyJAhdO/eHYCNGzcC8OCDD/KPf/yDXr16MW3aNM455xzmzp1L586dyczMJDk5uUJabrebhIQEMjMzg3SWtdckg0GdOnXit99+Iz09HZfL1dDFaVRCQ0Pp2rVrpcuBODPqTB5f+Ti/5v1Kly5dajejFuDe7sY0TAzH9pdt/3IeuN3thOEs74AxeC0GDuklb+Dp82aN8wMq5HkoV02/ih3FO+gY35Fnz32W6NBadOcq3kbYNw/6F63+T9IprWGnkrcsi3Xr1qnuiNSA6o1IYFR3RAKjuiMSmMrqjuM4lJWVsWLFioNaBh3OTTfdxK+//srnn3/uX2fbNgB/+tOfGD9+PAC9e/dm9uzZvP7669xzz6EnSWqMmmQwqPyNdblc+oA8gGEYFV6TA5cDMbD1QNymm52FO9lWuI32ce1rW0zKq2B52Q4q9/7bDWBVGk7PTRiRZbi2fYCdvxzi+9Y4v/3zPNAnaz7h1eWvYmDw4h9eJC4irtrpH8SxcS26CsOTA4Dd9jyMDhfhqmUgLVhUd0RqTvVGJDCqOyKBUd0RCcyBdae8m1hsbGy1GzbcfPPNfPnll0yfPp02bdr417ds2RLgoAYGXbt2ZevWrQCkpqaya9euCtu9Xi85OTmkpqbW/ITqiAaQlipFhETQJ7UPAD9t/alhCmG5cJZ28C+6Vv4jqMnvKtzFNdOvAWDC0RMY2m5ordIz103GzPoW8M0eZg2YDI0kECQiIiIiIiIHcxyHm2++mc8++4yPP/6Y9u0rNoRIS0ujVatWB3VFW7duHe3atQNg0KBB5ObmVhh0es6cOdi2zYABA+r8HKpLwSCplqPbHA3A/O3zG64Qq1vjRPiisub2TyBncVCSdRyHaz+/lqyiLHok92DSsEm1SzB3Beay2/2L1uAXIDSxdmmKiIiIiIhInbrpppt4++23ee6554iOjiYzM5PMzEyKi4sBX4+W66+/nv/+97989NFHrF+/nvvvv5+1a9dy8cUXA75WQqNGjeKvf/0rixYt4qeffuKWW25h9OjRtGrVqiFPrwIFg6RaBrcZDMC8bfMarhCWC/uo3wf4cq24NyjJvrHiDT5a8xEhZggvnfUS4e7wwBOzSnHP+xOGXepbzLgBJ3VUUMopIiIiIiIidefFF18kLy+PM888k27duvl/PvjgA/8+11xzDRMmTOD222/n+OOPZ/bs2bz//vt07NjRv89zzz1HRkYG55xzDhdccAFHH300//nPfxrgjCrXJMcMkvpX3jLo550/U+ItqV3ApKbi4phhWYx0ubA7/Alz1SMYRZsxd36OnT0PJ2nIYQ9PCo0mu6yA9mvLKOhRsYXOlrwtTPhqAgB3Hn8nfVP71qqo5sp7MHKXAeDEdsfu9c9apSciIiIiIiL1Iycnp1r7TZgwgQkTJlS6PSEhgeeffz5YxaoTahkk1dIhrgMpkSl4bA9Ldi6p17ytt6Yxo0d3rLemgSsM66jfu2CZK++r8vilw+5l64n/5sSdiSwd9ntrItuxueLTK8gtzWVw68HcfMzNtSqnkTUbc/XjADhmKN4hr4CrHoNmIiIiIiIiItWgYFAzNHPmzBofYxiGv6vYT9saaBDpfZwOF7OnLB4AM/NrjN0/BJTOs4ueZcbGGUS4I3jxDy/iNmvRUK5sL675l2HgG6ne7nkfxPcJPD0RERERERGROqJgUDM0a9asgI4r7yrWoOMGAZghzMj6fbYvM4Cxg9Zkr+G2GbcB8K+R/6JLUpfAy2OX4Vp4JUbxFt9i8gnYXf4WeHoiIiIiIiIidUjBIKl2S6EhbXxj89R0RrFAWiIdaPjw4RWWl+ztiROdDoC5axZG1qxqp+W1vVz2yWUUe4sZ1WEUVw+4OvCCle7GNfs0zG0fAuCExPlmDzNUtURERERERKRx0hPrEcQ1ZiwjV/6Ca8zYGh1X3ZZCA1oNwDRMtuRtYVPupqCnfzgjRoyosGxjYnW/079srrwXHKdaaT3y4yPM3z6fuLA4/nfm/zADDdzk/YL726GYu78DwDHDsAa/BJFpgaUnIiIiIiIiUg8UDDqS5OYysqgYcnPrJPno0GiOaXMMANPXTq+TPMA3+1fbNSUkhUYfdj8nbQxOTDcAzN0/YGR+U2XaP+/8mX989w8A/nPKf2gX2y6gMho7v8T97TCMwg2+soS3xBoxA6f1mQGlJyIiIiIiIlJfFAySGvlDlz8A8PGaj+ssj6XD7j1o5q9DMlxYPe7yL7qW3Qq2t9Ldvfi6h3ltL+d0PYcLe1wYWAH3LsP1w3kY3jwAnPi+eEfNxUkcFFh6IiIiIiIiIvVIwSCpkfJg0OzNs9lbsrdhCwM4bc/Die8HgJG7HHPdlEr3neOaw8pdK0mJTGHyqZMxDKPmGdpluOdfhmGX+RbbnI13xEyIbBtQ+UVERERERETqm4JBUiMZiRl0S+qG1/byxW9fNHRxwDCx+j+Fgy+wY668F4q3H7TbD1t+YJ7LNwvaM6c/Q3JUckDZmb/cj5G7DAAntgfWkNfBHRVg4UVERERERETqn4JBUmNndT0LgE/WfNLAJfFxkgbjdLwMAMObj2vpxArb80vzueyTy8CAS3tf6m/dVFPGngWYqx725Wm48Q5+EVxhtSu8iIiIiIiISD1TMEhq7KwMXzDoi9++oNRb2sCl8bF6/RMnNAkAc8tbGFm/T2f/9MKn2bB3A3FOHP8+6d8BZlCMa/5lGI4FgN39DkjoV+tyi4iIiIiIiNQ3BYOkxga2Hkir6Fbkl+Uze/PsWqf3zMaZLA/J4ZmNvwdwhg8fXrNEwpKwej/gXyz5/nKwy3AchzeWvwHAcd7jiA2LrXkBS3dhLrkZI381AHbCAOxut9Q8HREREREREZFGQMEgqTHTMDkj/QwgOF3Frukwgl6eBK7pMMK/bsSIEYc54tCcDpdiJx0NQLS1BdcPf2Tj8ofZnrOGcHc4Xe2u1UzIxtj0Oq6fxuOe3pWQj9vgWv8/3yYzDGvwC2CG1Lh8IiIiIiIiIo2BgkHNXJ859/BNyz30mXNPjY4rH3fn07Wf4jhOXRStRmbOnLlvMOkncfZd1ubOz+my+i52d4IfOsVzVNTOqhNybFyLrsU9/zLMLe9gFG6osNnu/QDEdq+LUxARERERERGpFwoGNXPZZQVs7RJOdllBjY4b0WEE0aHRbMvfxuKdi+uodNU3a9Ys3x/xfbEG/pdiK9y/LcyE/s5OLuvwJuYv94NjHzoRx8a16C+YG178fZUrErvFcVhdJuA94UvsjOvr8CxERERERERE6p6CQRKQcHc4J3c6GYCPVn/UoGU5sHWT0/FS7v/1BuZ3uZ+n98J2775p5w1wrbwX1w+joSynYiKOjbn4eswNL/gWDRfewS/iPWc31ogZ2H0ewkmpedc1ERERERERkcZGwSAJWHlXsU/WNuwU84dq3WTj4unNq7h+F9wXdzlWz/uwnX1BoR3TcX9zDMb65zE2voqx8TVcC67Atf45ABxMrMEv47S/CEx3g5yTiIiIiIiISF3Rk64E7LTOp+EyXKzctZL1OevplNAp4LRqPHtYFTx4+GD1BwCM6zUeu92xvPbJL/y569cYZdkYhetxL7r2oOMcTKwhL+GkjQlqeUREREREREQaC7UMkoAlRiQyLG0YUPvWQYHMHlYZ15ixhG2fRUFZAR1KIzmm7TEArCvsiPekedgJAw95nK9F0Is4aeOCVhYRERERERGRxkYtg6RW/tDlD8zcNJNP1nzCXwf/taGL45Oby9K2mwAYl5mCYRi/b4tMwxo5C3vnV1CSheFY4FiAjZ0yEmK7NUyZRUREREREROqJgkFSK3/o8gf+/vXf+X7L9+wu2k2LyBYNXSR2u8v4ImE3ABdmpR68gxmK0/pMAJz6LJiIiIiIiIhII6BuYlIr7ePa0zulN7ZjM33d9IYuDgBvpWTiNR36FcTQvSi6oYsjIiIiIiIi0qgoGCS1dlaXswD4ZE31xg1KCo2m7ZoSkkKDH6hZu2ctd3b4DYBLsloHPX0RERERERGRpk7BIKm18inmv97wNcWe4ir3XzrsXv7ZbTRLh90b1HI4loex748lz21xXG481+xoF9T0RURERERERI4ECgYd4YI9Zfuh9E3tS1psGkWeIr7d+G21jgnm7GEAjuOQv2kWy7OWk1IWwtTVvQlxdHmLiIiIiIiIHEhPy0e4QIIuM2fOrNH+hmFwZoZvQObqdhULtuJdKynZvQrTMHlz89GscieAbUFcnH+f+giMiYiIiIiIiDR2CgYdSeLimBEZUSEAEohZs2bV+JjyrmKfrf0My7ZqlX9VXGPGMnLlL7jGjAXAU5BJ7sZZANx3wn0Me/FbZvTojvXF51hvTfMfF+zWSCIiIiIiIiJNkaaWP4JYb03DnjkTqwGCHsPShhEXFkdWURbzt8/nmLbH1F1mubmMNF1gW7z9y9vsXfUBOBah8R256Zib6i5fERERERERkSOAWgYdYeqi9Ut1uo2FuEI4Lf00AD5e83HQy3CgUsPmuvRVXPThRTi2h9CYNsR2OgnT0CUtIiIiIiIicjh6cpYqVbfb2B8yfF3F9g8G9ZlzD9+03EPbb26kz5x7glKeVRGFHN97Ps+03gZAZKuBJB41GtMdFpT0RURERERERI5kCgZJ0JzS+RRCzBDW7lnLqt2rAMguK2Brl3Bchkl2WUHAaeeV5vHSkpcY+dpIegz6iUUxeSR63Hw85mOi2x2DoRZBIiIiIiIiItWiJ2gJmtiwWEZ1HAXAs4uerXV6lm3xzYZvuPSjS2n3RDuumn4V32/5HsOBIbmpLF57Iqd2PrXW+YiIiIiIiIg0JwoGSVD9fcjfAfjfz/9j3Z51AaXxW85v3DHzDtInp3P61NOZunIqxd5iuiZ15Z/D/8lv169nZPhltH697scmEhERERERETnSaDYxCarhHYZzSqdT+HL9l9wz+x6IaVmj45dlLeP4l4+n2FsMQEJ4Ahd0v4CLe13MoNaDMAyjLootIiIiIiIi0myoZVAzlxQaTds1JSSFRgctzftH3o+BwTu/voOnILPCtqzCLP753T9ZnrX8oONKvaX8+eM/U+wtZkCrAUw9dyqbb9jMU6c+xeA2gysNBB3qHIYPHx608xERERERERE5kigY1MwtHXYvJ+5MZOmwe4OWZu+U3ozvNR6A0m3zaLO6GMuxifaWcvwrx3Pfd/cx6vVRLMtaVuG4f3z/D5ZnLadFRAs+/OOHnHfUeYRVY4awpcPu5Z/dRlc4hxEjRgTtfERERERERESOJAoGSY3NnDmzyn0mDZtEmCuMotxNdMray1tdR7P313fZsHcDpmGyt2QvZ0w9g7V71gLw09afePTHRwGYfNpkUqNTa1QmBX9EREREREREqkfBIKmxWbNmHXb7zJkzSYtL49qB1wLwRcgXnPrmqewp3sPg1oNZftVy+qT2IbMwk9PePI3V2au57JPLsB2b8T3Hc263c6ssg7qBiYiIiIiIiARGwSAJuvJg0cRjJxIfHk+ekUepVcpZXc7iq/FfkZGYwWdjPyMjMYPNeZsZ8PwA1uWso21MWx4/+fFq5aGWQCIiIiIiIiKBUTBIgqrPnHv4puUe+sy5h8SIRB4c+SAux8X1g67nrdFvERkSCUBKVApfXPgFabFplFllAPzvzP8RHx7fgKUXEREREREROfJpankJquyyAvZ2CccqKwDgsr6Xsf6D9fzzpH8etG+72HZ8fuHn/OXzv3Ba+mmc2PHE+i6uiIiIiIiISLOjYJDUiGvMWEZaFq4xY7Hemla9Y3BVui0jMYOvxn8VrOKJiIiIiIiISBUUDJKayc1lpOkC22rokoiIiIiIiIhIADRmkIiIiIiIiIhIM6JgkIiIiIiIiIg0e4899hgjR46kXbt2ZGRkMH78eNauXXvIfR3H4fzzzychIYHPPvuswrYtW7ZwwQUX0Lp1azIyMrjrrrvwer31cQrVpmBQM+IaMxbXqacxcuUvuMaMbejiiIiIiIiIiDQac+fO5fLLL+err77i/fffx+PxMHr0aAoLCw/a95lnnsEwjIPWW5bFmDFj8Hg8fPnll0yZMoWpU6fywAMP1McpVJvGDGpOcnPBdDGyqFhj/oiIiIiIiIjs5913362wPGXKFDIyMliyZAlDhw71r1++fDmTJ09mxowZdOvWrcIxM2bMYPXq1Xz44YekpKTQq1cvbr/9diZNmsStt95KaGhovZxLVZpkMMiyrAq/pXpcDoDjW3B+f/0cx6nwWu6/3O/7e4lpmcMHs+/m5+Pu+T0Np/LXf18OlaYvDUd1R6TmVG9EAqO6IxIY1R2RwFRWdxzH94Sal5dXoSVPWFgYYWFhh00zLy8PgISEBP+6oqIirrjiCh555BFSU1MPOmbBggV0796dlJQU/7pRo0Zx4403smrVKnr37l3DM6sbTTIYtH79egDWrVvXwCVpWrpEROAqKGBmbAzDbIc1q1cDUFZWxup9f4/e9irxqfm8PeMO3m9zCVnFuWR3cmMV57J69WqOsixwbLAd/zH783q9uAwTy7H92/dPXxoH1R2RmlO9EQmM6o5IYFR3RAJzYN0xDIP27dvTs2dPCgoK/OsnTpzIrbfeWmk6tm1z2223MWTIELp37+5ff/vttzN48GBOP/30Qx6XlZVVIRAEkJycDEBmZmaNz6euNMlgUKdOnfjtt99IT0/H5XI1dHGajvfewQZm3XsvJ9xzD133rQ4NDaVrV99SwXYPRd0isR0PXbt2xb3djWmYGI7tW3a5wGWCZfuP2d+B+wOcdNJJh9xX6p9lWaxbt051R6QGVG9EAqO6IxIY1R2RwFRWdxzHoaysjBUrVhzUMuhwbrrpJn799Vc+//xz/7rp06fz3XffMXv27OCfQD1rksGg8jfW5XLpAzIAhmFUeN0OWt732+VykRQaTfTKPRT0SPTtY+zbw6DS137/48HXJE4aF9UdkZpTvREJjOqOSGBUd0QCc2DdKe8mFhsbe8gBnw/l5ptv5ssvv2T69Om0adPGv/67775jw4YNdOjQocL+l1xyCccccwyffvopKSkpLFq0qML2Xbt2ARyyW1lD0WxiclhLh93LiTsTWTrs3oYuioiIiIiIiEidcRyHm2++mc8++4yPP/6Y9u3bV9j+t7/9je+//545c+b4fwAeeOABJk+eDMCgQYP45Zdf/AEggJkzZxITE9Ooesw0yZZBIiIiIiIiIiLBdNNNN/Huu+/y5ptvEh0d7R/jJzY2loiICFJTUw/Zuqdt27b+wNHIkSPp2rUrV199NZMmTSIrK4v777+fyy+/vMquafVJLYNEREREREREpNl78cUXycvL48wzz6Rbt27+nw8++KDaabhcLqZNm4ZpmpxyyilcddVVjB07lttvv70OS15zahkkIiIiIiIiIs1eTk5OUI5JS0vjnXfeCUaR6oxaBjVDw4cPb+giiIiIiIiIiEgDUTCoGRoxYkSFZQWHRERERERERJoPBYPkoOCQiIiIiIiIiBy5FAySCpJCo2m7poSk0OiGLoqIiIiIiIiI1AEFg6SCpcPu5cSdiSwddm9DF0VERERERERE6oCCQSIiIiIiIiIizYiCQSIiIiIiIiIizYiCQSIiIiIiIiIizYiCQRJUGoBaREREREREpHFTMEiCSgNQi4iIiIiIiDRuCgZJ0A0fPryhiyAiIiIiIiIilVAwSIJuxIgRDV0EEREREREREamEgkEiIiIiIiIiIs2IgkEiIiIiIiIiIs2IgkEiIiIiIiIiIs2IgkFSJQ0ILSIiIiIiInLkUDBIqqQBoUVERERERESOHAoGiYiIiIiIiIg0IwoGiYiIiIiIiIg0IwoGiYiIiIiIiIg0IwoGiYiIiIiIiIg0IwoGiYiIiIiIiIg0IwoGSa3NnDmzoYsgIiIiIiIiItWkYJDU2qxZsxq6CCIiIiIiIiJSTQoGSc3ExTEjMgLi4hq6JCIiIiIiIiISAHdDF0CaFuutadgzZ2KNGNHQRRERERERERGRAKhlkBxk+PDhh90+Yr9AkGvMWEau/AXXmLF1XCoRERERERERCQa1DJKDjKhJq5/cXEaaLrCtuiuQiIiIiIiIiASNWgaJiIiIiIiIiDQjCgaJiIiIiIiIiDQjCgaJiIiIiIiIiDQjCgaJiIiIiIiIiDQjCgaJiIiIiIiIiDQjCgaJiIiIiIiIiDQjCgaJiIiIiIiIiDQjCgaJiIiIiIiIiDQjCgaJiIiIiIiIiDQjCgaJiIiIiIiIiDQjCgaJiIiIiIiIiDQjCgaJiIiIiIiIiDQjCgZJ7cTFMSMyAuLiGrokIiIiIiIiIlINCgZJrVhvTWNGj+5Yb01r6KKIiIiIiIiISDUoGCQiIiIiIiIi0owoGCQiIiIiIiIi0ow02WDQ0qVLueSSS+jVqxcpKSlMnz69xmnMmDGD0047jY4dO3LUUUfx5z//mc2bN9dBaUVERERERESkMXvssccYOXIk7dq1IyMjg/Hjx7N27Vr/9pycHG655RYGDRpEq1at6NmzJxMnTiQ3N7dCOlu2bOGCCy6gdevWZGRkcNddd+H1euv7dA6ryQaDSkpK6N69Ow8++GBAx2/atIlLL72U4447jhkzZvDWW2+xZ88e/vznPwe5pCIiIiIiIiLS2M2dO5fLL7+cr776ivfffx+Px8Po0aMpLCwEYMeOHezcuZP77ruPuXPnMmXKFL799ltuuOEGfxqWZTFmzBg8Hg9ffvklU6ZMYerUqTzwwAMNdVqH5G7oAgRqyJAhdO3aFZfLdcjtpaWlPPDAA3zwwQfk5eXRrVs37rrrLoYOHQrAsmXLsCyL2267DdP0xcSuvfZaLrnkEjweDyEhIfV2LiIiIiIiIiLSsN59990Ky1OmTCEjI4MlS5YwdOhQunfvzquvvurf3rFjR+68806uuuoqvF4vbrebGTNmsHr1aj788ENSUlLo1asXt99+O5MmTeLWW28lNDS0vk/rkJpkMMiyrAq/AWzbrrA8ceJE1q5dyzPPPEPLli35/PPPGTt2LDNmzKBTp0707NkT0zR54403GDNmDIWFhbz99tscf/zxmKZZIS05PMdx9Ho1EYeqOyJyeKo3IoFR3REJjOqOSGAqqzuO4wCQl5eHYRj+9WFhYYSFhR02zby8PAASEhIOu09MTAxuty+8smDBArp3705KSop/n1GjRnHjjTeyatUqevfuXYOzqjtNMhi0fv16ANatW+dft23bNlavXg1AZmYm06ZN4+233yYhIYHS0lJGjhzJp59+ypQpU7jiiisAePjhh7n33nu5+eabsW2bHj168OCDD/rTkeopKyvTa9bE7F93RKR6VG9EAqO6IxIY1R2RwBxYdwzDoH379vTs2ZOCggL/+okTJ3LrrbdWmo5t29x2220MGTKE7t27H3Kf7OxsHnnkES699FL/uqysrAqBIIDk5GTAF6toLJpkMKhTp0789ttvpKen+7uJtWnThq5duwK+wZps2+aSSy6pcFxZWRlt27ala9euZGVl8eSTTzJu3DjOOeccCgoKeOSRR3j44Yd56623KkQM5fBCQ0P9r700bpZlsW7dugp1R0QOT/VGJDCqOyKBUd0RCUxldcdxHMrKylixYsVBLYMO56abbuLXX3/l888/P+T2vLw8xowZQ9euXQ8bVGqsmmQwqPyNdblc/r9N0/T/XVxcjMvl4ptvvvGPB1QuKioKl8vFK6+8QmxsLJMmTfJv69SpE3379mXJkiUMHDiwfk7mCGAYhr6ompj9646IVI/qjUhgVHdEAqO6IxKYA+tOeTex2NjYajf6uPnmm/nyyy+ZPn06bdq0OWh7fn4+559/PtHR0bz++usVxhxOSUlh0aJFFfbftWsXAKmpqYfNt7i4mLCwMH8cY/bs2SxfvpwuXbpw8sknV6vs1dVkZxM7nF69emFZFrt376ZTp04Vfspf/KKiooMCReUXjG3b9V5mEREREREREWk4juNw880389lnn/Hxxx/Tvn37g/bJy8vjvPPOIzQ0lDfffJPw8PAK2wcNGsQvv/ziDwABzJw5k5iYmCp71Jx00knk5+cDvmnu//3vf+M4Di+99BJ33XVXEM7wd002GFRUVMSKFStYvnw5AJs3b2b58uVs3bqVzp07c95553Hdddfx6aefsmnTJhYvXswTTzzB119/Dfhe5J9//plHH32U9evXs2zZMm644QbatWtHr169GvLURERERERERKSe3XTTTbz99ts899xzREdHk5mZSWZmJsXFxcDvgaDCwkKeeuop8vPz/fuUD1w9cuRIunbtytVXX83y5cv59ttvuf/++7n88sur7JpmWRZxcXEAfPLJJ7z77rtcf/31vPHGG8yYMSOo59oku4kBrF69mgkTJviX7777bgDGjBnDU089xZNPPsljjz3GpEmT2LFjB4mJiQwYMICTTjoJgOOPP55nn32Wp59+mqeffprIyEgGDhzItGnTiIiIaJBzaqqGDx/e0EUQERERERERqZUXX3wRgDPPPLPC+smTJ3PhhReybNkyFi5cCED//v0r7LN06VLS0tJwuVxMmzaNG2+8kVNOOYXIyEjGjRvH7bffXmX+ycnJzJs3jyFDhtCyZUuys7Np1aqVv7VQMBlOeQe6JsBxHPLy8ggNDWXNmjV07dpV/WhFasCyLFavXq26I1IDqjcigVHdEQmM6o5IYCqrO47jUFxcXKMxgxrK5s2bufbaawkNDSUyMpKffvqJvn37snv3bu666y5GjRoVtLyabMsgEREREREREZEjRVpaGp9++imrVq1i/fr1XHDBBbRq1Yr+/fsHPTisYJCIiIiIiIiISCPRrVs3unXrVqd5NKlgkMfj8f92uVz+AZpEpHosy1LdEakh1RuRwKjuiARGdUckMJXVnfJlj8dDaGhoQxQtYNnZ2bz++ussWLCArKwswDd1/eDBg7nwwgtp0aJFwGk3qTGDysrK/KN4i4iIiIiIiIhUR0RERI2DQY8//jj33XcfV199Nf/6178AKCkp4c477+T999+nrKyMkSNH8uijj5KSkuI/bsuWLdx44418//33REVFMXbsWO655x7c7uq3x1m8eDHnnXcekZGRnHDCCSQnJwOwa9cuZs+eTXFxMe+99x79+vWr0TmVa1Itg8q5XC42bNhA586dNaiaSA1YlsVvv/2muiNSA6o3IoFR3REJjOqOSGAqqzu2bVNWVlbj9BYvXszLL79Mjx49Kqy//fbb+eqrr3j55ZeJjY3llltu4eKLL+bLL7/0l2PMmDGkpqby5ZdfsnPnTq655hpCQkL8s6BXx8SJEzn77LN5/PHHDxr42nEcJkyYwMSJE/nqq69qfG7QxIJB5VE00zSxbRvTNDFNs4FLJdJ0OI6juiNSQ6o3IoFR3REJjOqOSGCqqjs1aZVTUFDAlVdeyRNPPMGjjz7qX5+bm8vrr7/Oc889x7BhwwB4+umnGTJkCAsWLGDQoEHMmDGD1atX8+GHH5KSkkKvXr24/fbbmTRpErfeemu1WyetWLGCyZMnH3IGNMMwuPbaaznhhBOqfU4HalLBoHLlff7Uj1akZlR3RGpO9UYkMKo7IoFR3REJTGV1x7ZtAPLz8ysEVsLCwggLCztkWjfffDMnn3wyw4cPrxAMWrp0KR6Ph+HDh/vXdenShbZt2/qDQQsWLKB79+4Vuo2NGjWKG2+8kVWrVtG7d+9qnU9KSgqLFy+mS5cuh9y+ePFif9exQNRrMOjBBx/koYceqrAuIyOD+fPn1yidjRs3ArBu3bpgFU2kWVHdEak51RuRwKjuiARGdUckMAfWHdM0SUtLY8iQIWRmZvrXT5w4kVtvvfWg49977z2WLl3KjBkzDtqWmZlJaGgocXFxFdanpKT4087KyqoQCAL8QZv986/Kddddx9/+9jeWLFnCsGHD/GlmZWUxZ84cXn31Ve67775qp3egem8Z1K1bNz788MPfC1CDplrlOnTowPr160lPT1c/WpEasCyLdevWqe6I1IDqjUhgVHdEAqO6IxKYyuqObdt4PB7mzZt3UMugA23dupXbbruN999/n/Dw8Hopd2WuuOIKkpKSeOaZZ3jhhRf8LZ5cLhd9+/Zl8uTJnHvuuQGnX+/BILfbTWpqaq3SKH9jXS6XPiD3Y159LezZA4mJ2M9OaejiSCOmuiNSc6o3IoFR3REJjOqOSGAOrDuGYeDxeIiJialyHK6lS5eya9euCt3ALMti7ty5PPfcc7z33nuUlZWRm5tboXVQVlaWP86RkpLCokWLKqS7a9cugBrHQkaPHs3o0aPxeDxkZ2cDkJSUREhISI3SOZR6DwatX7+eo446irCwMAYNGsTdd99Nu3btDrlvaWkppaWl/mXHceqrmFVqlIGXPXsw2rTG2ba9oUsiIiIiIiIi0qQMGzaMH374ocK66667joyMDP7617/Spk0bQkJCmD17NmeddRYAa9euZevWrQwaNAiAQYMG8e9//5tdu3b5u4fNnDmTmJgYunbtGlC5QkJCaNmyZS3O7GD1GgwaMGAAkydPJj09nczMTB566CFOP/105s6dS0xMzEH7P/744xXGGIqOjmbFihX1WeTKKfAiIiIiIiIicsSIiYmhe/fuFdZFRkaSmJjoX3/RRRdxxx13kJCQQExMDLfccguDBg3yB4NGjhxJ165dufrqq5k0aRJZWVncf//9XH755ZUOWB2IrVu38uCDD/L0008HdHy9BoNOOukk/989e/Zk4MCB9OrViw8//JCLL774oP0nTJjAtdde619uTC2DRERERERERKR5eeCBBzBNk0suuYSysjJGjhxZYcYxl8vFtGnTuPHGGznllFOIjIxk3Lhx3H777UEtR05ODlOnTm0awaADxcXFkZ6ezvr16w+5/cCp3mzbJj8/v76KJyIiIiIiIiLN2KefflphOTw8nEcffbRCAOhAaWlpvPPOO7XKd/r06YfdvmnTplql36DBoIKCAjZs2MCYMWMashgiIiIiIiIiIo3GRRddhGEYh+0htf/saDV1+KG0g+yuu+7ihx9+YPPmzcybN4+LL74Yl8vFeeedV5/FEBERERERERFptFq2bMlrr73Gnj17Dvkze/bsWqVfry2Dtm3bxuWXX86ePXto0aIFQ4YM4euvv6ZFixb1WQyphUY5i5qIiIiIiIjIEaRPnz4sWbKE008/vdJ9ajOucr0Gg1588cX6zE7qgmZRExEREREREalT119/PUVFRZVu79SpE5988knA6TfomEEiIiIiIiIiIlLRsccee9jtUVFRDB06NOD0FQw6gl288H9klxWSFBrFawOvrNYx6gYmIiIiIiIicmRTMOgIll1WSERYGNmlhdU/qIbdwBQ8EhEREREREWla6nU2MTkC7QsesWdPQ5dERERERERERKpBLYMaMbW6EREREREREZFgUzCojgQlkKOZu0REREREREQkyBQMqiuNMJDjD1BBvbU2Kh/EGqjRQNYiIiIiIiIiUjcUDGpOysf3gWoHqQKZkWx/5YNYAzUbyFpERERERERE6oSCQdXUXMfvCWhGMhERERERERFptBQMqq5G0O2rtq10REREREREREQ0tXwT4m+lU6ZWOiIiIiIiIiLNwdy5c7nyyis5+eST2b7d10Bl2rRp/PjjjwGnqWCQiIiIiIiIiEgj9PHHH3P++ecTERHBsmXLKCsrAyAvL4/HHnss4HQVDGrmLl74P06f+zgXL/zfEZ2niIiIiIiISFPz6KOP8thjj/HEE08QEhLiX3/00UezbNmygNPVmEFNWDAGtW6IAaI1KLWIiIiIiIhI1datW8exxx570PrY2Fhyc3MDTlctg5qy8qni9+xp6JKIiIiIiIiISJClpKSwfv36g9b/9NNPdOjQIeB01TIoSDTTl4iIiIiIiIgE0yWXXMJtt93GU089hWEY7Nixg/nz53PXXXdx8803B5yugkFBoq5PPgqKiYiIiIiIiATHhAkTsG2bc845h6KiIs444wzCwsK47rrruPLKwJ+51U2sETGvvhbzgrG+sYCaKH9QrKz6QbEj4bxFRERERESkaXvssccYOXIk7dq1IyMjg/Hjx7N27doK+5SUlHDTTTfRqVMn2rZtyyWXXEJWVlaFfbZs2cIFF1xA69atycjI4K677sLr9QZUJsMwuOmmm1i/fj1z587l66+/Zu3atdxxxx0BnycoGOTXKAISzXUMoOZ63iIiIiIiItJozJ07l8svv5yvvvqK999/H4/Hw+jRoyks/L2xw+23384XX3zByy+/zKeffsrOnTu5+OKL/dsty2LMmDF4PB6+/PJLpkyZwtSpU3nggQdqVbbQ0FC6devGgAEDiI6OrlVaoG5iv9sXkHC2bW/okoiIiIiIiIhIPXv33XcrLE+ZMoWMjAyWLFnC0KFDyc3N5fXXX+e5555j2LBhADz99NMMGTKEBQsWMGjQIGbMmMHq1av58MMPSUlJoVevXtx+++1MmjSJW2+9ldDQ0BqXq6SkhJUrV7Jr1y5s266w7fTTTw/oXJtkMMiyrAq/g2H/JlKHSvfA7Qfv7+xbcirZXvMy1DSPmuxf/XLXLs/flw+1LvDXSgJTF3VHGq+Qv1zva3GXmIhn8lMNXZwmS/VGJDCqOyKBUd0RCUxldac8eJKfn49hGP71YWFhhIWFHTbNvLw8ABISEgBYunQpHo+H4cOH+/fp0qULbdu29QeDFixYQPfu3UlJSfHvM2rUKG688UZWrVpF7969a3Re33zzDddccw3Z2dkHbTMM45Drq6NJBoM2btwIwLp164KWZnfHxgXYjs3q1aur3H7gsm37Ahy27RxyeyBlqGke1d2fGqRZ2zzLlw+1rjavVW3du3cGuXYpcWYY98SPrJc8G5Ng1h1pvLpn78bVti3W1q31VreOZKo3IoFR3REJjOqOSGAOrDumaZKWlsaQIUPIzMz0r584cSK33nprpenYts1tt93GkCFD6N69OwCZmZmEhoYSFxdXYd+UlBR/2llZWRUCQQDJycn+42tq4sSJnH322dxyyy0HpVsbTTIY1KFDB9avX096ejoul6vqA6rBNEz/765dux70P+oHbj9oed4XvmXTOOT2QMpQ0zyqu3+N0qxtnvuWD7Wuuq9VXbRuyJ/3BVEREeSXllT7/TkSWJbFunXrglp3pPE6sG79afELZHsKSAqJ5uX+/9fApWs6VG9EAqO6IxIY1R2RwFRWd2zbxuPxMG/evINaBh3OTTfdxK+//srnn39eZ2Wujl27dvGXv/wlqIEgaKLBoPI31uVy1ckHpMvlqjCG0IF5HHq5/KIyqty/2mWoRR5V7V/9NGubp7HfHgeuq+ZrdcB7YV59rT84ZD875eD9D1A+3T2w35T3h39tyo/5ff8jS13VHWm8XC4X2Z5CIsLCyS4t1PsfANUbkcCo7ogERnVHJDAH1h3DMPB4PMTExGCa1ZtD6+abb+bLL79k+vTptGnTxr8+NTWVsrIycnNzK7QOysrKIjU1FfC1Elq0aFGF9Hbt2uU/vqbOOussvv/+ezp27FjjYw+nSQaDjhQ1DWrIPjUc7Lt8unuA7NLqTXlffkx19xcREREREZGmzXEcbrnlFj777DM++eQT2rdvX2F7nz59CAkJYfbs2Zx11lkArF27lq1btzJo0CAABg0axL///W927drl7x42c+ZMYmJiAuqV8vDDD/OnP/2JH3/8ke7duxMSElJh+1VXXRXIqSoYVF8O2TpFM5gFxZHeikdERERERETq3k033cS7777Lm2++SXR0tH+Mn9jYWCIiIoiLi+Oiiy7ijjvuICEhgZiYGG655RYGDRrkDwaNHDmSrl27cvXVVzNp0iSysrK4//77ufzyy6vsmnYo7733HjNnziQ8PJzvv/++Qlc3wzAUDGrsAmmd0lzVNLijVjwiIiIiRx79h5+I1LcXX3wRgDPPPLPC+smTJ3PhhRcC8MADD2CaJpdccgllZWWMHDmSRx991L+vy+Vi2rRp3HjjjZxyyilERkYybtw4br/99oDK9M9//pNbb72VCRMmVLubW3U0y2CQv3sWqItWI6TgjoiIiIjonlBE6ltOTk6V+4SHh/Poo49WCAAdKC0tjXfeeScoZSorK2P06NFBDQQBBDe1pmJf9yyjTevfg0IiIiIiIiIiIo3IuHHjeP/994OebrNsGSRyIDVDlsZG16SIiIiIiFiWxZNPPsmMGTPo0aPHQQNI33///QGlq2CQCPXTDFkP99WjWfZ81DReRPanz0YREZHm6ZdffqF3794A/PrrrxW27T+YdE0pGCRST/RwX02aZa/BKGAp0ogd8Nmo4JCINDX63BIJzCeffFIn6SoYJEecAwcI55KMoOehh2Y5Ehx4HQcSsKzpjZ1uBEWCRIFzEWlq9Lkl0qgoGCRHnn1fNECdfdlU9dBc/pANVDtg1BgekhtDGaT+BKW1Wk1v7KrYX9egiEjjEOzP40DujUSkflRV33V/1rAefvjhw26/5ZZbAkpXwSCRIDjwA7L8IRuo/oN2PfxvyZ8Wv8Cu0nySF3/Pa4OuPPiDvRH+j01VrbAaw81lYyjDEaMRXoMiIs1SkIP3Ad0biUj9qOr+S/dnDerTTz+tsOzxeNi8eTMul4uOHTsqGHQ4imRKbVV5DTWRD8hsTwFRERFklxb4VjSBch/YeqWyrk3QcDeXjaEMzYUCbyKHpnsdqXdN4B5CRORIMGfOnIPW5eXl8Ze//IUzzjgj4HSbRTBIX1ZSa030GjoSHw40EHfzpsCbSCUawffUkfidIyJHtqo+txpinFB9lkp1xMbGcuuttzJu3DjGjh0bUBrNIxgk0gjVy8C7jeDh4EigAcPlQLpREzmEA75zQv5yPd2zd2Mmtai3eqLPaxGpkSrulRvkPyF1/y7VlJeXR15eXsDHKxgk0lCq+KA/6Ib2CP1iqIuH6mCnWRc3AnXxwKIART06oD7qAVTkEPbswdW2bdVjzkCj/ryWwBzYrVfkQLpvabyCeV/z448/MnnyZJYuXUpmZiYvv/wyp59+erWPLykp4eabb2bZsmWsWbOGk046iVdfffWg/X744QfuuusuVq9eTZs2bfj73/8ecIuZxua///1vhWXHcdi5cydvv/02J554YsDpKhgk0kg1mxvaughy1TLNqr4AD3yA4ZKMGudRJ+9vEwwYHilBlKrGthKpbwdeg40y8F4Ps39W+jpAo541pz7KUNM8qjuhQ12O6dcY3hsJoiZ439JcBPM+taioiB49ejBu3Dj+/Oc/1/h4y7IIDw/n8ssvP2gg5XKbNm1i/PjxXHzxxdx8881s3bqVCRMmkJKSwsiRI2t7Cg1uypSKn3emadKiRQvGjh3LhAkTAk63QYJBzz33HE899RRZWVn07NmThx56iAEDBjREUUSarPp42Dwwj6b6gFvTclf5BVgPDzCNwYE33XUxeHNVr3VDtKAKxsPGkRDM1WDdTdtB12Alrdmg+u9vU5iB8kCVvQ5wmM/vOv4PhWqpj9e2hnlU9bkWyOdejV+rJnDNBUJBLjmSjRo1ilGjRlW6vbS0lAceeIAPPviAvLw8unXrxl133cXQoUMBiIqK4pFHHgFg/vz55ObmHpTGK6+8QlpaGpMmTWL16tWcfPLJLFiwgP/+979HRDBo6dKldZJuvQeD3n//fe68804ee+wxBgwYwLPPPst5553HggULSE5ODkoe+kCV5qCylghQdw/qBy5XJ1jQGAJKVZW7PlS7tVE1BzCsi+4VBzngprs6/8sb7Pe3QVpQNZGHjQOvmbrqHgkarPtIFND7Ww91o6n+p8P+GsN3TlPREK9Vo7zGGuB7p7lel43y/W+Cgvnccdttt7F69Wr+97//kZqayvTp0xk7diyzZ8+mU6dO1Upj4cKFDBs2rMK6ESNGcOeddwZcruag3oNBU6ZM4ZJLLmH8+PEAPPbYY3z11Ve8/vrrtWriVEETuZEXCaYGeXCrRrCgqoBSg2iAz4jqtjaq9gCGjbR1UkN0l2oMAccGceA1cwR899VHkLOpPAA1m+v4AEdkl8sg1M2mct3WWi1fq+q8TlV9H9dH69Gq/GnxC+wqzSd58fe8NqiOrvsavtZHyjVY2/vQyu45oHG3oq2r/6yD2j13bN26lalTp/Lzzz/TsmVLAP7yl78wY8YMpk6dyh133FGtdLKysg5qWJKcnEx+fj7FxcWE7StrU1Ldcwe4//77A8rDcBzHCejIAJSVldG6dWteeeUVzjjjDP/6a665htzcXN58880K+5eWllJaWupfLi9q9BlnYK1dS4jbDYZxcEbZ2eBygWVBUlLly1D1PtVc3l2aj2EYOI5Di7CYSreXn8eh9qltHtXef7/zrm65A83zUOdd13keeJ67o0OrLENVy8F4v4N2XjV4revq/azNeQe7DME47z1lhdiOjWmYJIZGVb/Mh7nGDlTba6w69TlYr2VtPsfqqi7V5DPlwOUD39+DXqeqvkMcB4/XW/E7p6bnfYCDyhSIqr5DaionB2wbTBMSEg79fte1Q13XdZVHXaVfHQe81odS08/K2n5PmYaJ7dgAlV+XtbxXqrQuQrXrUlV1J6DPzqrOs4aqfO+qo6b1uxrXVJV5HJhGkD+vgeDfE1ZxTuXXC1Dpd3xV513dPMrTP1SeNX0vqvoOCej9riLPmu5fne+xKr9/G+DzONj3hHXyXVnF6xLINVblNVWL75A9CdF0XLGhWqeWkpJSYQDpr7/+mvHjxxMZGVlhv7KyMs444wyee+65Cuuvv/56cnNzDxpA+uijj2bcuHFcd911rF69mq5duzJz5kwuvPBCNm3aRFhYGCUlJcTExGCaZrXK2tD+8Ic/VGs/wzD4+OOPA8qjXoNBO3bsoHv37nz55ZcMHjzYv/7uu+9m7ty5fPPNNxX2f/DBB3nooYf8y9HR0axYsQKrX08SN2ytr2KLiIiIiIiIyAF2tYglfvvuau17YDDoww8/5JprruG77747KEgTFRVFampqhXWVBYPOOussevfuzb333usPBr399tvceeed/Pbbb9i23eSCQfWhUc8mNmHCBK699lr/cnncak9CFHZBXPX/11ctg9QySC2D1DKoFq1wGsM1ppZBgbcMqov6HOzzDuR/1ANuhVHN7Yc679q2aKr2/0zud10HpRXVofKo5H9cAznvqv4nOZDXur5bBsHB11jA91dBvC+psm5V0qItmC2DqrpuA/6e278MdfT+HvheAgG/n42xZVCTuR+rSk1bBlX1eV5eL6Dy1kNBrs9B+RyrbYunQ5x3VZ/Ptb1XOuT7fcB5VPk9VkXrtMrOoTzPQ7bsrOKzsarroSZ1Kychmviav1sA9OrVC8uy2L17N0cffXSAqcDAgQP59ttvK6ybPXs2AwcODDjNxiY3N5fXXnuNNWvWANCtWzfGjx9PXFxcwGk26m5iB7Jtm/z8fK5Y8SolLpvi0hKmH/t3Tp/7OBFhYRSXljL92AmYF4z194G1355W6TJQ5T7VXa6qDOXbgRqXs7p5VHf//c+7uuUONM9DnXdd53ngeZ76tyFVlqGq5WC838E6r5q81gcf8xgRYeH+uhPo+1mb8w7WNVWz8w7stayqzPV5jVWnPgfrtazN51hd1aWafKYEvwy+elOX513VeQI1/g6pj8+xqsZrOnC5quOr9T1VycD11Z4R64DzrKyMhzvvA9VF3Qr03ibQ9/dQ11htyxCM+5L6+Oys7DqsLM2qruvqvm41+fyuj3uEus4zkGvsSLgf++LVtVWOhVbV/VpNr9FArvPaXg918TkW6Od7TT5TanuvFMi9UU3fi2DcI1T1XRqMulWZgoICNmzwdSMbNWoU9913H0OHDiUhIYG2bdtyzTXXsGDBAiZNmkSvXr3Izs7mu+++o3v37px00kkArF69mrKyMh5++GEKCgq47777AF8wCXxTy59wwgn86U9/YsiQIWzfvp0777yTN954g5EjRzb5lkE///wz5513HhEREfTv3x+AxYsXU1JSwvvvv0+fPn0CSrdeWwaFhobSt29fZs+e7Q8G2bbNnDlzuPzyy+uzKCIiIlJLVQ0QXxdTUVc2cH2gM9zVy3TY0qjV9BpoFBMhSNMRhAkfgnHNNcXrtrqf7wBJoVG8UZ+Fq4VG8V7U46QTS5cu5dxzz/Uv33333QCMGTOGp556iieffJLHHnuMSZMmsWPHDhITExkwYIA/EARw4YUXsmXLFv9y+VT1WVlZALRv35433niDu+66i+eee47WrVvz+OOPN4lp5Xfu3Mns2bNJSEhg+PDhhIaG+rcVFhYyefJkZs6cyWmnncYTTzyB2+0L4Xi9Xm644QZuu+02pk+fHlDe9d5N7Nprr+Xaa6+lX79+9O/fn2eeeYbCwkL/7GIiIiIigTowUFMXN92N4kZeRKSZa5CZdKXGhg4d6g/aHEpISAgTJ05k4sSJle6zaNGiauXz9ddf+8cMcpV3x23EFi9ezOjRo7FtG6/XS6tWrXj99dc56qijAF8w6KGHHiI0NLRCIAjA7XZzww031CrgVe/BoNGjR7N7924eeOABsrKy6NWrF++++y4pKSn1XRQRERE5wihQIyKNnVoXBkavmxxp/vGPf3DmmWfy5JNPUlhYyKRJkzjzzDP54IMP6N27t3+/mJgYtm7dSpcuXSocv23bNqKjowPOv0EGkL7yyiu58kpVYBERERERaV4UtA6MXjc50ixZsoRHHnkE0zSJiYnh3//+N23btuXss8/mvffeo23btgCce+65XH/99fzjH//wz8o+b9487r77bs4777yA82/Us4kdyOv1ApAaGkOpy6bECcOyLFqFxhEeGkKJE45lWTipqRhJSTheC/swy0CV+1R3uaoylG8HalzO6uZR3f33P+/qljvQPA913nWd54HnWZ0yVLUcjPc7WOdVk9f60MeE+utOoO9nbc47WNdUzc+75q9lVWWuz2usOvU5WK9lbT7H6qou1eQzpW7KEFqn513VeQI1/g6pj8+xYC8H43sqWO9FXZ53XXxn1Pb9PdQ1VtsyBOO+pD4+O4N9jVX3davNfWhd3CPUdZ6BXGNHxP1YwNfc7/drgb4ONcmzttdDfXyOBeO1rqv6Hsx7hGDUrbp6vjpc3WoMLMvC5XIdVJ7yZa/XW2FMnsagpKSkwvKECRNwu92MHj2ap59+GvC1IDIMg2uuucYfEwkJCeGyyy7jnnvuCTjvep1NrLbKysooLi5u6GKIiIiIiIiISBMSERHRqIJBp59+Oueffz6XXXbZQdueeOIJHnjgAbxeL9nZ2QAUFRX5Z2br2LEjkZGRtcq/SQaDQkJCWLduHRkZGU1iYCiRxsKyLNauXau6I1IDqjcigVHdEQmM6o5IYCqrO47jUFJS0uiCQa+++io//PAD//3vfw+5PSEhgdDQUB5++GFGjx5NTExMUPNvUt3EQkJCKC4uxjAMHMfBMAwMw2joYok0Gao7IjWneiMSGNUdkcCo7ogEpqq6ExIS0gClqtwll1zCJZdcUun2zz77jDfffJO77rqLO+64g6OPPprrr7+eE044ISj5m0FJRUREREREREREguLYY4/l6aef5tdff+Whhx5i1qxZnHPOOQwcOJD//Oc/ZGZm1ip9BYNERERERERERBqhqKgoxo8fT0REBB999BFnn302zz//PL169WLcuHEBp6tgkIiIiIiIiIhII5eWlsbf//53brrpJqKjo/nqq68CTqtJjRkkIiIiIiIiItLcWJbF3XffzcyZMzEMg3PPPZeLLroo4PQUDBIRERERERERaWR27NjBm2++ydSpUykuLmbz5s08+OCDnHPOOURFRdUqbQWDREREREREREQakfPPP5/Zs2eTlJTEmDFjeOGFF3j55Zfp0KFDUNLXmEEiIiIiIiIiIo1ISEgIr7zyCitXruTee+/FMIygpq+WQSIiIiIiIiIijcjUqVMrLG/ZsiWo6atlkIiIiIiIiIhIPfvqq6+44YYbuPvuu1mzZk2FbXv37uWss86qs7wVDBIRERERERERqUfvvPMOF154IZmZmSxYsIATTjiBt99+27+9rKyMH374oc7yVzcxEREREREREZF69NRTT3H//fdz1VVXAfDBBx9w/fXXU1paysUXX1zn+SsYJCIiIiIiIiJSj9avX8+pp57qXz733HNp0aIFF154IR6PhzPPPLNO81cwSERERERERESkHsXExJCVlUX79u39644//nimTZvG2LFj2b59e53mrzGDRERERERERETqUf/+/fnmm28OWj906FCmTp3Ks88+W6f5KxgkIiIiIiIiIgL88MMPjB07lqOOOoqEhAQ+++yzw+7/ySefcO6555Kenk5aWhonn3wy3377bZX5XHvttYSFhR1y23HHHcfUqVMZO3ZsQOdQHQoGiYiIiIiIiIgARUVF9OzZk0ceeaRa+8+dO5fhw4fz9ttvM3PmTI477jjGjRvHsmXLDnvc0KFD+fvf/17p9uOPP57Jkyf7lx9//HFyc3OrdxLVoDGDRERERERERESAk046iZNOOqna+//rX/+qsHz33Xfz+eef88UXX9C7d++glevxxx/n3HPPJS4uLijpNclgkGVZFX6LSPWo7ojUnOqNSGBUd0QCo7ojEpjK6o7jOADk5eVhGIZ/fVhYWKXdtGrDtm3y8/OJj48Parrl5xEsTTIYtH79egDWrVvXwCURaZpUd0RqTvVGJDCqOyKBUd0RCcyBdccwDNq3b0/Pnj0pKCjwr584cSK33npr0PN/6qmnKCws5Nxzzw162sHUJINBnTp14rfffiM9PR2Xy9XQxRFpMizLYt26dao7IjWgeiMSGNUdkcCo7ogEprK64zgOZWVlrFix4qCWQcH2zjvv8PDDD/PGG2+QnJwc9PSDqUkGg8rfWJfLpQ9IkQCo7ojUnOqNSGBUd0QCo7ojEpgD605596rY2NgKwaBge++99/jrX//KSy+9xPDhw+ssn2DRbGIiIiIiIiIiIgF69913ue6663j++ec55ZRTGro41dIkWwaJiIiIiIiIiARbQUEBGzZs8C9v2rSJ5cuXEx8fT7t27bj33nvZsWMHzz77LODrGnbttdfyr3/9iwEDBpCZmQlAeHh40Gb+Ajj66KMJDw8PWnpqGSQiIiIiIiIiAixZsoRhw4YxbNgwAO644w6GDRvmn0I+MzOTrVu3+vd/5ZVX8Hq93HzzzXTr1s3/c9tttwW1XO+88w4tW7YMWnpqGSQiIiIiIiIiAhx33HHk5ORUun3KlCkVlj/99NOA8vF4PPzjH//g008/JSEhgT//+c9cdNFF/u1ZWVkcddRRZGdnB5R+VdQySERERERERESkHv373//mrbfe4s9//jMjRozgjjvu4G9/+1uFfcoHv64LahkkIiIiIiIiIlKP3nnnHZ544glOPfVUAC688EL++Mc/8pe//IWnn34aoE5nP1PLIBERERERERGRerRjxw66d+/uX+7UqROffPIJ8+fP56qrrsKyrDrNX8EgEREREREREZF6lJKSUmHWMoDWrVvz8ccf8/PPP/OXv/ylTvNXMEhEREREREREpB4NGzaMd99996D1rVq14qOPPmLTpk11mr/GDBIRERERERERqUc33XQTa9euPeS21q1b8+mnnzJr1qw6y18tg0RERERERERE6lFaWhqjRo2qdHurVq0YN26cf/mCCy5g586dQctfwSARERERERERkUbsxx9/pKSkJGjpKRgkIiIi0ohkZWUxY8YM9u7d29BFERERkSOUxgwSERERqSMlJSWsWLGCvLw8hgwZQlRU1EH77N27l++++4558+aRm5tLWloa/fr1Y/ny5ZimiWEYGIZBYmIiHTp0ICwsrAHORERERI4kCgaJiIiIBEFZWRkrV65k8eLFbNq0ieLiYuLi4ujSpQupqan89NNPALhcLkzTZE/RHjbu3ciWvC3kkktZ1zJ2Fu/ki5wvyJ6bTURhBImFiXRwdeCyUy7D7Xbz888/065dO1q1aoVpqoG3iEhTUv494XK5SE9PJzIystZpbt++nRUrVtChQwcyMjIwDMO/rbi4mFmzZjFjxgxcLhe9evWiZ8+edOvWTf+xIAoGiYiIiNSU1+vll19+YfHixaxfv56CggKioqLIyMigS5cudOnWhe3521n822KmrpjKzoU72WPtoSSshKKQIopCivCYHn96LsdFvBFPy8iWDOk8hHYJ7fhqyVesyF3B6vDVfLn4S6ILozmp20n02NGDgakDOeaoY0hISGjAV0HKWZbFsmXLmDVrFrNnzyYzM5MTTjiBU089lW7dumFZFrGxsURHR1d4UJP6VVpayooVK+jYsSOJiYkNXZxqy83NpaSkhNTU1IYuiuzHcRwWL17MwoUL6dChA3369KnwmezxeFizZg3Lly9n2bJlLF26lFWrVlFaWuo/vlWrVnTq1ImOHTvSuXNnOnXq5F8ODw8/KE+v18vy5ctZsGABmzdvxuv1kpaWRkZGBhs3bvTPTOV2uykoKGD37t0UFxfTokULSkpK/N9bHo+H1NRUjj/+eDIyMjBN0//jcrnYsGEDu3fvZsiQIYSGhvrXu1yu+nlxpV4YjuM4DV2I6nIch7y8PEJDQ1mzZg1du3bVBSlSA5ZlsXr1atUdkRpQvZHya2DRokWsXbuW3NxcXOEuEjokEJYaRo6dw87infyW/RvbC7azl70UmAXY2P40EsITSA1PxV3opmBrAYXbCzmq9VEc3/t4zhp2Fn3S+2Aa+7X0KSyEzEyKNqxn6vP/Yfmib0gOs0kNgVQvpBZCiDuM8JR2dOg6iKg2HSA5GScpyfe7RQtIToYWLaAG//ubmZnJN998w+rVq/0PKl27diUtLQ3TNImKiiIxMZHQ0NBqv25HYt2xbZulS5cyZ84cZs+ezU8//URiYiIZGRmkp6fTpUsXOnXqREREBAXeAvYU76F1VGtC3aEkJSWRkJBAfHw8brf+X7Yytm0zdepUHMdh5MiRxMfH+wNp5V0nHcfBsixCQkL868q3l//evHkzX331FV988QUzZ86ksLAQ0zQZPHgwp5xyCqeccgr9+/evVUs7x3H47bffmDVrFjNnzmTlypV07tyZPn360KdPH7p3705ubi6bN29my5Yt7Nixgx49enD22WcTGxt7UHpZWVm8/fbbrF+/nu+//56lS5fiOA4ZGRmMGDmC4084nlbtW7F4+WIWLlvIsl+XsT1zO+lt0hncfTBH9zua7t27s3nzZlasWMHy5ctZt24d6enpnHjiiYwaNYoOHToEfL7NmW3bzJ8/n++++46CggJ69uxJmzZtKt3fY3vYUrSF3wp/Y33Bev/vAm+Bfx//9UrF37Zt4ziOf9mxHQzD8AdlDAxs28ayLBzbwbZtDCrWAxcGcR6TxDKD+BKIK3aIK7aJK3FIKIG4Eoe4EogvcQj3OnhNA68JXpeB7TJxhYTjdocTEhpBSEgEEeExREbGYVsmO3fuocWYSxjy58vq5LUORGXfO47jUFxcTGxsbJMOyLdr147vvvsuaPW3SQaDPB4PmzZtolOnTmzcuJGff/4ZwzA466yzDvmBKiI+R/KNuUhdUb1pXmzbZu3atcxcMJNFaxexrXAbxaHFmAkmnigP2d5sMksyyfPm+Y8xMEhyJ9E+vj0ZKRmkxaeRFptGWlwa7WLbkRabRkxYDBQVwc6dGFlZkJmJkZkJmZmQlYWxc6fvd1aWb5/CwkrLaAG7XRAa5iKu2MKs4k7OGxWJNykeKykROykJkltgtEjBbJGMER7Jpp2ZbMrMpNCyiE1JIa5tKoUui215u9lVmk+By0thmIUTE0Zqi/Z0SepF65YdSWrRgsTExEq7GjRk3SktLeXDDz/k559/JjY2luTkZLp160bHjh0JCQnB5XLhdrspKipix44dZGRkEB0dXWlAwLZtli9fzuzZs5k7dy47d+6kZcuWdM7oTGqnVMJTwtnt2c2O4h1sL9xOZmkmW/K2sMuzC6/bC4BhG8RZcXRJ6ELXpK60j2zPUclH0bdtX1ontyYyMrJJP6QEi+M4bNiwgW+++YYuXbpUK/BYHbZt+x+uLcuizFtGsbeYYquYUrsUy7CwXTa2y6bULiW/JN/3U5yP5VhEh0cTExFDdEQ0Ye4wTNvEU+KhtLCUgvwCcktyKbIKKfMUYJcWYpUVYnuKwFMM3hLwlGB4S3F5Pbi8ZYR7IdJjEGOHEE0IUV6D0FKb0FKbkFKbcK9NiNcm1LII8zoYjo3XdPCYDpYJXhMsY9/vA5ZtAxzHBY4L2zF9v20TbBe2ZYLlIjI8ltYt00hr25G0jp0Ii4zEFRZGSHg4uN3gckFEBMTH48TGQny87ycmBqoInG3bto2ZM2eyYsUKhg0bxmmnnYZlWRQXFxMZGdnkvksty+LHH3/k+++/B6B///5ER0eza9cuFixYQFFREZs2b2JT9iZKYksoji2mKLaIopgiSqJLcPZ9SCeHJNM9qTt9WvWhRYSvpU5efh65ubnk5eWRl59Hfl4+efl5hIWF0bJVS1q2bEmcO5TwolLCC4qxd2bjydxNVFEpSY6LViERpJghRBV7CMsrxtyTR8jeAsILSoj12ESXWJh1+Lg/5Q/HcsV7s+os/Zo60oNBjz32GP/3f/9HXFxcUNJrksGgBz54gBwzx/c/aDYUFxVTWFBIcVExMZExtGvbjqM6HMVJnU4iKSYJt9vdpN90kWDRQ61IzaneND2FhYWsWrWKlStX8uuvv+I4DiNGjGDIkCG4XC6KPcXsKt3FjqIdLNmwhIXrFrIuax27vbspdBdS6C7Ei9efXpgZRpwTR7QVTZIriQ4JHRiQPoCBGQPpGJpK6yIX7t3ZFQI9/mBPVpY/6GMUFFRaZscwfC15UlNxUlMhJQWnZUvf75QUaNkSJyWFlbt3c8vDD/P1jBkAtOnYkvOuGcG6XT9SunsrcYVekgshuQhaFOH/O7lw33IRhFnBeZ3L3CZWaAhGeATuiCjMyEhISID27XHat8dOS2OLy0WboUMxO3b0PVjWsV9//ZXp06dj2zaDBg3C5XKxdu1a3G430dHRxMTEVBl0cbvdeEwPO/J3sGrbKpavX872/O244l2YsSYl7hJyynLILssm15OLw++30tGh0aTFptE+rr0/GGhlW/z686/88OsPbCneAi3ATDWxo3wtxwwMUsNT6RDVgW5J3ejVqhd92/alR0oPEiOaTlemmsjKymLq1KlkZmaSmppKly5dSE9PJzQ0lM2bN+Nyudi8eTMff/UxWaVZbN6xGULw/bjBcTu+nxAHx+X8vuxysN02tmn//ttl445wY4Qa2C4bj+Oh2FuM1/EeXDAHossgsRgSin2/E4shqdggrsTxrS+puD2hBOJLINwLEYdIsrZsAzwhLhzTwLTBtG1My6nTB/zDcQwD4uJ8gaG4OJz4eMrCw9lRXMyGPXtYl5lJPhCRnEx0y5bEtWlDcqdORLRogRUZCdHRtOjQgdTOnXHHxEAjfUbzer18//33fP3115SVlXHssceSmprKtm3bmDFnBvnh+SR1T8JoabAqZxXLs5azq2gXAKGEkhaWRv82/RmaPpTeLXrQM7QdccU25OZi5OTA3r0V/967F2Pfb/buxdq9G3vPHlz5+bi91buwKrw38fE45QG8+HichAT/Nv/6hAS2FxXxxCuv8L933qHAsujZtSuXXXIJY88/n8iQEJ5/9lmef+YZivLzcQMhBrgjILlVHIOG9uO4ky/mtAsuDv4bEKCmGgzatm0bcXFxREdHV1jv8XiYP38+Q4cOrZN8m2Qw6KWRaSSU5YFpgAH7Ws7ta4zt+0p2DDANkxZhLWgV0ZpWCR2IPvZ4IkeOhKOOqjKiLXIk0kOtSM2p3gRfUVERK1asYNmyZRQWFtKvXz969uyJaZo4juP/KSgoYOvWrcTFxZGUlAT47gXK/3e/rKyM3bt3k52dzZ49e9i7dy95eXkU2oXY0TalEaUUhxaTZ+Sx27ObnSU7ySrNYk/ZngoP8PHueFpFtCIlPIUEI4GQXV5Sdju0Lw2jR2gLesWn0NIwMHft+j2wU966Jz+/0vP0B3hSUnwBnv0DPeXL+wI9tGjh+5/4anAchy+//JKJEyfy66+/AjB06FCOOeYYVq9ZjSvURUhECCHhIbjCXLjCXcQlxRHfIp7c/L04hXnElJYQXlTEnh3bKdizm5jQEFonJdI5uQ0p4bFEW24iLReRlkGYB7avXc9vy1eyK2sr4REQHg4R4QZhhuNr4WC7iLPDaFEMcXuLDl3u1FSc9u39wSI6dMAp/7t9+8MGi2zbZsmSJXz33XdERUXRpUsXWrduDfgGSN2zZw+WZfnG2HAcNq9dy5Lvv6dDixb0zcjgu88/58eZ32BYRUSHQXykm7hwF9GhBrFukwjHIsKxibBsIrw2LtvBdHy3mKYDbsfAjQu34yIUN+HuMKJCwwk1Qgg13YQYbkINNy5MDNsG2wbH8f227fKTwPJ4KC4qoqSoiLLSEsDBdIHbZWKYYOKA7fjzdTm++1mX4+vuYTi+9di2r/tfYiIkJvq6ByYk+H4nJkJSEk5iIlZcHBvy8vh50yZW797NsWeeyfEjRuD1evF4PPXaSsNxHObMmcMnn3xCQkICxx13HLZtk5OTA/i6tOSRx+crP2f2xtkUJBVQGldaaXoGBhGuCCLcETgeh7KCMopyi7BLbaKdELpGptAtOoUu0cm0tEJ9XWMKLWKLLKILyogsLCMyv5iwvGKM3Tm49uYRWVxKSDWfjHKBgvAQvLExuJKTiE1JJTQ6DndkNGZkJE54uK+i7P8TEeFbHxaGExHBhu3b+eb775n50084YWH0HjyYvsccQ/9jjyWnuJiMXr1wRUQcOmDiOGBZvh+vFywLx+Op8Hv/9eXriorz2LF7Kz+vXMCva1ewadtv5JXk4Ap1CI10ExpuYIY6OHgwy0r3dSGChFKT1t4IUj3htChzEV1gEZZfQkRxKdGlXtwBPFE6pgmxsb5rNyHBF0yOj8dJTPQHKyr8Xb5PQoKvhVI1H+q3bt3KjBkzWLZsGSEhIbRo0YK+ffvSq1cvQkJCCA0NJSQkBIDZs2fz6aefkp+fzzHHHENy52RW7FrO/GUzKSrZTqhZiCd/FzHFNgnFkGG2IN1oQXviaO0JJ6nMTVRRGUbOXsjNhZycw35PHPSaRET4zi8uzne+5UG38mBOQkLFIM++dcTH+17LAJ9xt23bxp49e+jZs+dBwZI9e/bw6KOPMmfOHAYPHszZZ5/N0KFDG2U316YWDNq5cyfjx49nyZIlGIbB+eefz6OPPuoPCmVlZXHUUUeRnZ1dJ/k3yWCQp3dvWmzeHHA6Vkw0xuAhOIMH4wzx/aZFiyCWVKRx0kOtSM2p3tTOnj17WLJkCStWrGDHjh14PB4SEhLIyMigbdu2hzzGcRz2lO1he8l2dpbsJN+TT6G3kEJvIcVWMUWeIgq8BRR5iiiyiii2iim2iymxSyhxSrD4vemLGzdxRhwRewwSt3tIzrRIyXHo4I2ggxVBe8Jp43ITV1REbEkJ0QUFuA7TRcsxDN89w/4td/YP7JQHfFJTffvV4c2y1+vl5ZdfZtKkSWRlZfnXDx48mEsvvZQ2bdrwxhtv8PHHH/sHLAUOGi+lX79+1b62N27cyMsvv8wrr7zCtm3bIBxoA+2HtSf6qGg2lG7AKimiQ67BMWWtGFjcgkFOCun5LuIz92Js2oyxY8ch03ZSU3HatfO9ZpaFXVZGQW4upUVFGLZNeEgIIYaBYVlg2zheL3i9OF4vjuXFsG1Mx8ZtOwE9mJYrNMEDOIDpcuMOCSUk1PeDaf7+YxgH/20Yh16/729nv3WOYZBfUEDO3r1k791LYVERNhASHkZkfBRhseHYoVBsl1LklFBkFePFxjYAwyDa66ZFiUlSCcQXWcQUVa/1QElkOCXRERTHRGHHJxCR3JqwVq0Ja90aY18QiaQkX0ApIcH3d1xcwC049uzZwxtvvMHKlSs59thjSU9PZ8uWLSxctJCYDjHMz5zPT9t/Ii8+D/aNvZtgJXB2rzMZ1WIg3YwUogs9ROaXEFFQQnheEWH5Rbhycn0tKXJyfA/cOTk4e/ZATg5mcXG1yuaEh/uCZ/sFIIojIjASEwlr2dIXaIuP9+2TkIAdH8/yrVvJLC1l8LHHBq2rxoHq+3tny5YtzJgxg2+//ZYZM2b8/nkSAnEd4ujYryNte7XFE+1hl2cXOU4OWWVZFFq+z0o3LuLLQmhR6ibRCiXZiKCFE06c10V0CXh25lC2I5uIYptoN8SEQJQXYkohscxFq7JQkkpdxBR5CSssqVaZbdOkKCyMQpcLd0QE4RERhIaHg2liA0WlJRSVlFBYUowr1E1EdDSuUDdltoXXtjDcLhyXiW04WIaDjYOFQ5ljYXjLcBcUEF5YQlyJQ3wJhNhVFgkAx+X6PXi1XyudA1vk+LeV/10e7NEMX7XS1IJB11xzDevWrePhhx8mNzeXe++9F8MweP/994mPjycrK4tu3bqxZ8+eOsm/SQaDQi2LdWvWkJGRgWv/6Oe+U8nLy+ODDz7g9ddeY/HPP0MMxHWGU9MT6bJ9D0O2wuAdJuGe32u1k56Ofd552FdeCe3a1fepidQLPdSK1JzqTfU4jsPWrVtZsmQJv/zyC1lZWdi27e8C0rJlS8DXKmjt2rVs2rqJHCeHXd5d/LzpZ3LNXDzRHryxXqxYy9cdpJwXKANKK/4OK4L2ZWFkmLGku2JIN6LpYETS3gmnVTFE7y0idHcORmYmRl7eQWX2l90wfA+8VXTRIjXV19Knkf1vaH5+Pv/73//Iy8tjzJgxdO/evcL2nJwc3n77bVavXs0xxxzDqFGjaj2Tktfr5csvv+SFF17g888/x7J8AbjY+FjOuPQMOgztwJqiNSzZtYQNhRuwsQk3w2ljtqF7Yif62y3ovNdF2z1eUncVk5iVR/SO3YTs2IljWdimgV0+kKlhU+p4KbY8eEybMmxK8eJxOVhu33gp+4+dQkgIVmQEREdhRMcQEhNPSFwi4fFJRMWnEJ3YkrjENsQmtcaMjoHoaN9PVBT5lsWMWbNISUlhwIABQRuvpjo2bdrEF198weeff87MmTP946sMGDCAY489lqQWSeSb+WSTzS52kefkUVz+zy6mxCokpKCA8PxCwguLSCyCpPJuTvv+Tioq7/b0+9/RnqrL5rhcvofV8lZI+7dIKv+7vEXSvtYc89atY+qHHxLpOJx29NFEeUqZv+BL9u5dT0RYCUV7thKSV0hSCXR04mldGk70Xi/JXheRJaW+LjTVeExxTNPfWsTZV8YKrUsSEyu0KKnQuqQeui4GoiG/d8rHx/r222/59ttv+e677ygpOThA039Af04YeQL9evdjxPARVc50lpuby7PPPssTTzzB7uzdEAdtB7Rl0JmD2Bu6lw2FG3zdKL0W8SWQ4STRxZNMamEIYflFhBcWE1lYRlyJl9hSi9gSm7hii6hSC9N2MGwbw3F8P7avBd2BP+Ut7qr6sUyDwqhQiI/DldSCiBatCE9u7W+lUyGAc0B3LKKjG23Xt+agqQWDunfvzmuvvcaAAQMA33h3f/rTn9i2bRsfffQRHo9HLYPKBTKb2NKlS3nppZf43//+h9frpdvAbpxz6zl88NvbxKzfyATrGM4vbEvI93MxtmzBMU2cP/wB+5prcEaMUGWWI4oeakVqrjHUG8uy2Lp1K23btm0UddeyLNauXcuSJUtYtWqVv5tHu3btyMjIIDk5GYAdOTuYv3Y+63PWs9fcS3F4MSURJexhD9sLt2M7vv+UCTFDSA1PJbQgFFeml36u1hyf1IXjkzPIMGMJ2bWH3NWrKdqwAXvnTuKKi4kuLCTkMC14AN+MWtXpotUIAzxNyfbt23nllVd4+eWX2bBhg399//796dGjB5bLwtXWhbuDm81lm9lduptdpbvYXbabMrvMv7+BQbgTThllWEbFgY1CjVBax7amZXRLUqNSaRndkignisKsQlIiUjjxmBNpE9uGlKgUwt0HT8fc1JSUlDB79mx/cGj9+vUApKWlccIJJzBs2DBCQkKYOXMmM2bMYMuWLYCvq1WPHj0YNHgQfQf1pd+AfmRkZGCYBrZjU1hYyMeffsybb77JoiWLIB7CEqBrpxZ0SUvCVZKLnbOLuCKLxGJIKTZJ80bRpiycpGKTxCKb2CIvoXvzMaoxjoltGph29R41nJiYQwZsyv+uLLhTnQGNm5rG8L1TrqSkhB9//JFvvvmGXbt2MXToUIYPH0779u0DSq+wsJDnn3+exx57jB37WglGRUVxzjnnMPqPo9nr3sv6wvW+mbfyfyO7NBuX48K0TUzbxLAMXLgINUOJcEcQ7g4nNzuXzG2Z5OzKoayoDMMySE1KpWe3nvTs1pP+vfuTnJBMuDucMFcY4e5wyorKePvNt3n1xVexy2zOOescRo8ezdChQxv8NZfANbVgUNu2bZk9ezadO3f2r/N6vfzpT39i48aN/Pe//2XYsGEKBkHtppb/4YcfGDduHDt37iQuLo4XXn6Buc5cnl7xNCnhKTxxwmP8YXsIrv/+F/OLL3z5deuGffXV2Bdd5OuDKdLENaabC5GmoiHqjdfr5eeff+a7775jzpw5zJ07F8Mw6NevH6eeeiq9e/cmMTGR8PBwYmJiiI6OJjo6us7KV1BQwMyZM/npp5/IycnB7XbTsWNH0jPSsSIttpdsZ132On7Z8Qs7SneQa+ay19xLkeMbOybUC+meGPoZrehhtSDdG0P74jBSCw0S8zxEZef5xuDJyvJ1+zgMJynp0F20Dgj0kJwMISGHTUuCy7ZtZsyYwQsvvMDHH3+Mx1OxyUnPnj3p27cvs2bNIicnh8LCQogAYoBY328z1qRT204M7j6Yk445iYHdBtIqphUxoTGN6ga+PjmOw/r163G73Yd8AHcch3Xr1pGZmUnv3r2rPbPuypUreemll3j99df9XRAMw+C8P57HaRecRnFUMev3rmdTwSa2FW9jS/EWdhTvwMYGB5K8ofQyWtPdaEm74khCN+Vj7MyhRYyBnb8bV24O0aVQFOEmsmVbElt1plVaD9q17427RcpB48Sovv6uOdyvlZSU8NZbb/Hdd9+xaNEifv31V9xuN7GxsRQVFREWFkZ6ejpdunTx/3Tt2pX09HTf2GAHcByHTZs28euvv9KjRw/S0tIa4KykoTW1YNDQoUOZOHEiZ511VoX15QGhpUuXsn37dgWDoHbBIIAdO3Ywbtw45s6dC8Dtt9/OWZedxdXTr2bJniVc0OkCnjrrKRK2Z2P+73+YL7+MsXcvTnQ09kUXYV93HXTpUlenJ1LnmsPNhUiw1Ue9KSsrY+HChcyZM4effvqJbdu20apVKzp16kTnzp3p1KkTCQkJ5HvyWZ+7nqWbl7I+Zz2pyam0TWpLXGgcMe4YWkS3oGV8S0I8IWzfuB3TNBk0aJC/pU75wMyWZbFlyxby8/Np37E9RXYRe0v3srdkL7mlueQU57AxayNrN69lV/4uylxluKJclBglFJfmU1q4F29hPoanmKQiSC2ElgWQ4Ykl3RNNWnEoKQWQkFdGVHY+7rzDD57pJCYeuovWAYEeUlL0wNhE7Nq1i9dee41FixZx6qmnMmrUKP+Azzt27OC1117j5ZdfZt26dSQnJ3Pqqady2mmncdJJJ9XZOCxyaCUlJXz44Ye8+OKLzJo1y78+JSWFwsJCysrKSExMJCkpifikeCJaRWAmm8R3iqcgrIDNhZvJ9Gay27MbgAQS6BrRlfMHn8+JXU6kW4tuvhmApdqa4/1aYWEhy5Ytw+Px0KVLF1JTUxvVQ7s0DU0tGHTPPfewYsUK3nvvvYO2eb1eLrnkEr788ksFg6D2wSDw3XDfcsstTJkyBYBTTz2VF196kZeWv8Q/5/2TmJAYJp8+mbO7nQ1FRRjTpuF65hmMpUt9XcguvRTrzjs1rpA0Sc3x5kKktgKpN+VBF7OSrgvFxcXMnz+f+fPns2XLFsrKykhLS6NTp07Ep8azo2wHWwq38Nve39hRuoPd9m62l2xnT+l+AwgW4RsA4YAhL0K9vinEWxaZtPRGkuREkGCFE2+HEeFxoKQYo7QEs7QEs7SM0DIvER6I9PimRd7/72ivSaTHINzjEOFxiPBASHW7fCQmHrrlzgGBHpKToR7HZZH6U1XdcRyH7du306pVq0rritSvtWvX8tJLL/Haa6+RmZkJQHp6Opdeeinjx48nMzOTf/zjH0yfPr3CcWFhYZx7wbmMuXgMp59weqN62GqKdL8mEpimFgzyer0UFRVV2qLT6/Wyffv2Omvp1uyCQeVef/11rr32WkpKSujYsSNvvfUWIS1CuOaza/gp+yfO73o+T572JC0iW4DjYHz/Pea992LOmYMTFubrPnbLLb6bWJEmQjcX0pxYlsWPP/7I999/T2RkJMcddxwZGRm43W5M08TlcmGaJoWFhRQWFvoHOD5UOtWpN47jMHfuXL766iscxyE1NZXExETi4uL8X/KFhYUUFxeT58mjKLSIbCebrcVb2ZC7gY15G8mysihwCvxptghPoldUR/qYbehOMulWHGllEaQWmeSvWc+O5cvJ37CesPx8kg1IdiC2Ft/qFlBkQAkGxYYBERGExccTnZJCREICREb6BlyNiMAp/zsx8aBADykpCvCIvnOaMI/Hw6xZs4iNjWXw4MEHPTwtWrSIBx98kB07dvDHP/6Riy66iKSkpAYq7ZFHdUckME0tGNTQmm0wCGDJkiWMGTOGDRs2EB4ezjPPPMM555zDf2b8h/+s+g/RYdG8c/47DGw9sLwAGF9/jeuuuzB+/tnXfWzCBOy//c03eJ1II6ebCznSeb1evv/+e5YuXYpt23Tv3p2YKj6fy8rKKCkpwbIswsPDiYuLIzw8HK/lZdeeXWzZsYUdmTtI75DOgN4DiIyI9AeSXC4Xu3bt4ptvvmHHjh30H9CfsIQwVm5ZycotK8mxcsh1csl1cskjj2Inj/DSQuKLLFrsm92nTVEoGU4C6c7/s3ff8THffwDHX3eXgewlS4wYIYQQxBazRtVIa++2WtSeRYu2dktVjaLUqlHUr/YqsbdErBAhiBChsufd9/dH6to0Vk4iwvv5eNzjku/3e9/P53vJO3d53+fz/ljjkmKMQyJYxqZS8FE86ugHqP61JPiTKMbGaG1teWRkRIqlJQWLFcOyRAlUhQuDlRWJwJVbtzgfFka8VkuxcuUoWaECJTw9UZubc+XWLQ6ePs3eI0cICQujVu3avPPOOzRo0ABzc/Mc/OmIt4285ghhGIkdIQyTU8mgw4cPM2fOHIKCgrh79y4rV66kZcuWz3zMoUOHGDt2LJcvX8bV1ZXhw4fTuXPnl7qe27dvM3XqVH788ceXOs/TvNXJIICHDx/So0cPdu7cCcCgQYOYOHEih84dYsSpEVyLv8YPzX6gt3fvfx6k06HauBHN+PGorl5FsbdHN2oUuk8+gScUNBPidSFvLsSbKCkpiWPHjhEeHo6lpSVOTk5otVouXrzI+fPnMTMz40b0DY5cP0KqXSrpDulozbRgBKhB0Sgo6oybTqX754buie0Zq4wxUZtQCBOcUkxwTNJQOFGNaUwcJrGx2CQp2CdmTNVySASHBDV28Tpsk8D6RZZwNjcHB4eMQskODmBvj/L43t4e7O0z9v99j4WFrHwpXkvymiOEYSR2hDBMTiWDdu/ezfHjx/H29qZbt27PTQaFh4dTq1YtevXqRbdu3QgICGDMmDGsXbuWRo0aGXw9wcHB+Pn55VrNoLd+HVVbW1s2bdrEhAkTmDZtGrNnz+bcuXOsWLGCZWbL+Ob0N3y67VNO3DnB902/z1iuVK1Gef990tu0QbV8OZpvvkEzYgTq77/PmD720UcgQ2WFECLXpKSkcPDgQaKionB1dcXU1JSCBQty5OgRAsMCMS1hiq2nLY9qPSIoKoi7lnfBHczUZhT8qyCaOA3ODs64OrtSzLUYBVTGRJ69yL3TF0i5fgf7FLBPheKmZpQ0s8E2VQdR97FMSsNem4Z9eho22mcvaw6gmJpmJGxK2GV8cGBrm5HEsbPLSO48vre1zUjy2NtnTL0SQgghhBB5okmTJjRp0uSFj1+yZAlFixblm2++AcDDw4Njx44xf/78ZyaD/lt/7b/Cw8NfuA+GyJfJIK1Wm+k+J0yYMIFKlSrx8ccfs2/fPmrVqsW6deuYWmcq5YLKMevcLALvBrK67WqKWv5dwEmlgh49SO/QAc1PP2E0ezaaL75APWkS2k6d0Pbvj1K+fI71UYiXlRuxI94MCQkJ/PzzzyQnJ1OhQgUqVqyIqampfv+jR484ffo0ERERVK9enXLlygEZyxCbmZlhamqq/6RFURSuXr3Knj17uHv3Lo6OjjRt2hR7e3s0Gg0ajQYjIyP91y86dzslJYV9+/Zx48YN3NzcsLWz5U7KHeavmU9oQiimxU2Js48j3ioOm2Qoe80O3wKl6KypTVnsKZFugXWCFtWDB6gePkR1PhoeXEH14Cj89ReqJw6UTfj7BoqJCclmNtxJTeVMSgLJZmYULleOEtWrY+Xu/k9ix87un+ROoULZH7Uj8SneEPKaI4RhJHaEMMzTYufxZKjY2NhM7ztNTU0zvd811MmTJ/Hz88u0rVGjRnz++efPfFzXrl1RqVQ8a7JWbtY4ypfTxMLDw5/5hL2M0NBQhgwZwq1bt7C2tmbFihU4ODgQdD+I8RfGk6xLZlq1afg6+GZ9cFoa1nv2YP/rr5gFBwMQ5+tLdOfOxNatC7JShhDCQImJiURGRlKiRIkcXXVHp9Oxa9cu7t27R/PmzTExoOivTtGRqE3k5oObnLl0hgdJD7BxtaGATQFiUmNQKSpsC9hiZWyV5WaqMSUxMREAMzMz1Gq1vhaPRqMhLSWFQ/u2EnXzIjamWmxNFJLvRxB3JwyTpFjskjKmYzmnGOOUbIxtgg6zhBTUz1nxSjEyIt3amnRra7R/36fb2KC1svrn68fb/z5G96/ETlJSEgUKFJAihEIIIYQQrzmVSkWxYsWoUKEC8fH/LNQxatQoRo8e/czH2tjYPHeaWNWqVencuTNDhw7Vb9u1axcdOnTgzp07FHzKqG9PT0++/fZbWrRo8cT9Mk3sCdzd3bl27RqlSpXK8Xm0Hh4e1KpVi3fffZczZ84wbNgw9u/fj6urK84FnZkcMpm+R/ryVf2vGFp9aNZ/BCpUgMGDSTl+HKO5czH//Xcsjh9H5+6Otm9ftD16SLFpkWe0Wi2hoaG5Ejsi50VERLBt2za2bt3Kvn37UKvV1KpVC39/f7y8vDAxMaFQoUJYWlpiZWWVaXTOizh+/DgbNmygYcOGeHt7s3XrVrSKls27N3Pr4a2MJcsLAmYZ984lnSloW5Cwu2EoBRUoBKY2pqSoUlBU/0q+FAQegvEDY8xUZiQkJ5BmlAZGYJYCjgnoa+oUjlfhmGCEY6IRTskaXLWmWCcpFIpNxCIhFZtEHTWfXLpHT9FowM4mY2ROKTsUOzvS/56KpfxrWta/R+48rrOjIuOF8FkvhhI3QhhGYkcIw0jsCGGYp8WOoiikpqZy/vz5LCOD8lKlSpUIDAx8ajIIyLVBMJBPk0GPf7CPPznOafb29vz+++/UqVOHK1eu0LlzZ7Zs2ULNSjWZajKVX8J/Ydz+cZyOPM3idxdjYfqE5E6tWuhq1UIXEYF6wQLUixdjPGIERl9/je6jj9D16wdFi+Z434V4EbkVOyJnhIeHM2TIEAIDA/H09MTT05P3338fd3d3NBoNSUlJ7D+xnxvxN6jmWY2S9iUxUZtgYmKClZWVfinzAk8paJ+SksLcuXNxdHTE39+f7Xu3E1YwjFvlb3H8znGUDllfdCxNLClgVgDbgrY4l3Ym7EIYEVciSE5MhkTQJICHkRWtylShYVEPfB2LYP5XLKo7dyAigriQENR3I7HIMmJHAdL+voFWFc8DU3hgDHdN1cRbm5FuaY1ibUdxLx/K+NRE9biY8t/JHSwtnznyUvWfe0NJ3AhhGIkdIQwjsSOEYf4bO48TKrm1tHzhwoW5f/9+pm3379/HwsLiqaOCAAYMGKAfIf8k7u7ubN68Ocf6+V/5cppYTq4m9ixBQUE0aNCA+Ph4evXqxYIFC0hKSuLSpUvsv7efyRcn42Lhwm/+v1HWvuyzT5aUhGr1ajTff4/q8mUUjQbF3x/d4MEoVavm2jUI8W+yOkXe0+l0HD58mE2bNqFSqWjZsiV16tRBpVIRExPD3r17iYyMpEyZMlhZWQFwJ+YOkUQSoURwKOwQwdHBJJkkZTpvofRCFLMsRtOiTWls1xgLYwtMTU31ySErKytMTEw4c+YMJ06ewKGUA/su7OPIgyNcN7tOYnoijUo0onWZ1jiZO2FX0A67QnbYFbDFNs0Io7tR+sSO6s4duHOH6KAg4q9cwSE1FYuEBFS6Jw/hUSwswMUFnbMz11NTiS1UiJK+vpgVLw5/19ZJtbRk5Y4djJ81i7tRUbi7u9O2bVv8/f3x8fHJ0+lYEjdCGEZiRwjDSOwIYZicWk3s315kmtj48ePZvXs3R44c0W/76KOPePToEevXr8/+hTxFREQEzs7OOVYyQpJBz7Ft2zbatWuHTqdjypQpDBs2jNTUVC5dukRIdAhfX/maiIQIFr+7mHZl273IRaDatQv17Nmo9+wBQFe7dkZS6N13Qf7gi1wkby7yhqIonDp1inXr1rF+/XoiIyMpVqyYftSPl5cXbm5uqFQqbj28xZ+X/+R68nVwhtDEUG7H3QbAytSKKk5VqOxcmbKWZbl99jZ/7PmDwBuBYA0UBjygoHFB3i/zPu8Xex8lWeHyg8vcSLhBaGwot5JvcSPhBilKCkZaqIIzvR3e4T0zHwrHpmdK9qgiIjLuE568apai0YCTE4qLC7i4oLi6Zty7uICrK4qzM7i6ZmtqbHJyMvfu3aNo0aKvTT0eiRshDCOxI4RhJHaEMExOJYPi4+O5fv06APXq1WPSpEnUrVsXa2tr3NzcmDhxIpGRkSxYsAD4Z2n5Dz/8kK5du3LgwAFGjx790kvL/1fRokU5cOAAxYsXz5HzSTLoBcydO5chQ4ag0Wg4duwYlSpVQqvVcuXKFSLuRzAvYh5brm9hqO9QJtafiKnRC849DA5G88MPqFavRpWailKyJLpBg9D16CFLC4tcIW8uXh1FUQgODmbdunXs2LEDMzMzffLH09OTggUL8iD5AYfCDnH85nFCE0N5YPIArXnG6gfWptZUdqpMZefK+Dj5UMW5Cu7W7v+8gClKRqImJISYY8cI37mT2NOnSdemgo0GxU5NImmkq0GrAp1ahUZlik28Cuc4cFdMKPAw9ikraIFiZfVPgsfZ+Z8Ez7/vCxd+KxLYEjdCGEZiRwjDSOwIYZicSgYdOnSIVq1aZdneqVMn5s2bR79+/bh58yZbtmzJ9JgxY8YQEhKCi4sLI0aMoHPnzjlzYX9zc3Pj4MGDkgx6lckggI4dO7Jx40aqV69OQEAAGo0GRVEICwvj7t277IrbxbeB31LWvixLWi2hkmOlFz/53bsZdYV++gnVgwcojo7oBg5E98knGbUwhMgh8uYi9924cYMtW7Zw5coV7Ozs8PT0xNXVlYepDwmODuZa0jXuKHe4+Ogid+LvAGBuZI5Nsg3OOmd6NeuFn4ffP4mftDQIC0N1+TKqkBBUly9DSEjG17GxmdrWFShAfGoq6HQYASYaNUbazFO3dBoNqsejd/49mufvUTyPkz2Ymb2qp+y1J3EjhGEkdoQwjMSOEIbJjWlir5OcTgblywLSeWHmzJns2bOHEydOsGjRIj799FNUKpW+oOs7d97B2N6YVYmrqLmkJp+W+5Q+nn1wc3XD7Hn/VDk5oZswAd2IEaiXLEE9axaasWNRT5+Orm9fdAMGgIPDq7lQIUQWV69eJSQkhBo1alCwYEHS09PRarVotVrS09NJSEjg8uXLxMXF4eTkRPEKxUl0TeT4reP87/r/uHPjDg/THgJgXcCaKk5V6FShE1WcquDj7EMJ6xKoEhJQhYTA5cuotv7yT+Ln2jVUaWmZ+qM4OqJUroyubFnw8EApWxbFwwOKFCEtLo7OnTuza9cu+DsRpAKaNGjAgjlzKFKq1DOLLQshhBBCCCHefDIyKBsWLFjAwIEDsbS05Ny5c7i4uJCQkEDbtm3RarW0aNECk0ImBNsGs/zacoqaFaW0eWmKWRfD09WTco7l8Cvmh0b9nD6npmYUm54+HdXVqygFC6L78EN0gwfLCmTipcgnTS9OURR2795NQEAAxYsXp3z58k887n7SfYKigrj46CIXHl7gZvpNkowzijtbm1rj4+xDZefKVHGqQhXHypRINUP97xE+j0f83LqVuX21GtzdUcqUyUj2lCuXkfjx8AAbm2f2PS0tjUGDBrF48WIKFizI1KlT+eSTT3Ks2NzbRuJGCMNI7AhhGIkdIQwjI4OyR5JB2aDVaqlfvz4nTpzA39+fRYsW0aZNGw4cOIC5uTnW1tbcvn2bpk2bMmbeGBacXcC16GvcjLnJ/eT76NDhaurKwMoDebfYuxhrjHF2dsbU9Ck1hrRaVJs2oZk2DVVgIIqREUqHDuj69kWpVg3y8S+yyBvy5uL5rl+/zq5du4iOjqZatWoUKlSIU6dOcfbsWS7dukS0STRx5nEk2SSRapcKf8/kVKeoKVGgBI09G+NXsi6+qYUpcic+a+Ln0aNM7SkFC8LjhM/fI3yUsmWhVCl4ytLwL0JRFAICAnB3d6eoJJFfisSNEIaR2BHCMBI7QhjmTU8G5XQBaZkmlg0ajYa5c+dSo0YNNmzYQHBwMFeuXMHS0pItW7ZQsGBB6tWrx65du6i4oCLLJy/n3r179OnTByMTI8o3Ls+OxB2MOjaKOefm0K14N5rda4ZXeS/Mzc2f1CCKvz/p7dqh2r0b9fTpqFetQr1qFboqVdB9+ilK+/ZQqNCrfzKEeE2EhYVx6NAhfHx8KFOmDCqVCpVKhVqtRqVSkZaWxvHjx3F2dqZkyZJZHv+40PPmzZu5c+cO3t7eeHl5EXo3lHl75hFTKAaT4iaE+IRwxyOjxo8qWYUSoWB3uSAd7arQo2h1KqsKoj4XgmrdIQj9BVVKSuZ27O1RKlTQJ3v0U7uKFs2VaVsqlQo/P78cP68QQgghhBDi1cvpcTwyMsgAo0ePZubMmQBYWVmxbds2qlWrBsC6devo2rUrACNGjGD58oyEUMGCBWnevDkbN24EJyjSpQi3LW7jUtCFLkW7MKDeAJwcnJ7f+LlzqBcuRL1qFaqEBBRra3Q9eqDr0wdKl861axZvhjfpk6bLly+zYsUKnJyc8PHxeeIxOp2OtLQ0/U2lUmFqaoqZmRk6nY6oB1Hcun+L6IRojB2NuZl+kxO3ThCeGk6CJmM5dduCtviZVaBRsitVY80ofS8d87AIdBcuYBIZmWk1LkWlguLFMyV89FO77O1fyfMict6bFDdCvEoSO0IYRmJHCMO8KSODHn/QXfA/K4zfvn0bZ2fnHPu7IMkgAyQkJFCvXj2ioqLYtGlTln9Ex4wZw7fffqv/vnz58qxatQpPT09+/vlnPvvsM7RaLVWaV8G1kytbwrbgYOrAgMoDGFxv8IstTR8TkzFKaMGCjCkogK5JE3SffILSsuVbsdxzfpKens6+ffuoWLEijo6OedaPvH5zcenSJf3Qxjp16ui3FyhQ4IX7ExwczJo1a/R1fK5evcr+E/s5f/08OhMdSgEFCoDWRIvORIfWWAsFIVmVTJomDR0pmKanYpqWQqEULZYpYJEKlingkGqCp2kRypg6USKpAC63YyhwLRxVdHSmPiimplC6dKZpXUrZshkJWRmp98bJ67gRIr+S2BHCMBI7QhjmTUkGFS5cmIMHD+Lh4ZGr7UgyyECpqamoVCqMjY2z7NNqtfj7+7Nt2zY++eQTpk+fnimrt3v3bjp27EhcXBylS5fm2+XfsujyIraGb6WqQ1U2d9mMbSHbF+uIoqA6cAD1/Pmo/vc/VFotStGi6D76CF2vXpCHiQeRYceOHWzdupWWLVtiaWmZaZ+FhQVOTk7Y2dnlSHFfrVb71JjQ6XQEBgaSmJhIzZo1X0nsKIrC2bNn2blzJw8ePKBcuXKUK1cuy3FqtRp7e3sKFy6MhYVF1j/SikLg4cPs/O03yrq64m5vz7lzh7gccQKlYAwJMfewTCHzLRmsUtXYpmuwTlNjnqyjYGI6BdJf/E+eYmPzz+ief0/tKl5cEq5vEXlTLoRhJHaEMIzEjhCGyW/JoPr16z9xe3BwMGXKlNHXFg4ICMiV9iUZlEt0Oh1RUVE4OT156tf58+dp3bo1t27dwt7envXr1xNdKJreu3pjX9CebV224W7rnr1G79xB/fPPqBcvRhUZiWJsjNKuXUZtoVq1pOD0K3bhwgW+//57atWqhYeHB9u3b+f8+fNARj2XatWq0aBBA3Q6HUZGRjg6OmJtbY2RkZH+9rjuzbNcvXqVLVu2cPfuXZydnXFycsLFxQUrKysURdHHTUxMDGnaNEyMTLCwsKDA38WJLSwscHNzy5KoMpRWq+XIkSP8+eefJD56hE+ZMpQqXBjtX39x5dQpkqKiuHn+PCbJyZjrdBS1tqZ62bKY6XSo4uIwSU7GNCUFdUIC6oQElJgYNImJqLP5p0oxNgZLy4ybhQXK3/dYWKA1MwMrK9RWVmBpifL39sfHKxYWGdO6HBwkboS8KRfCQBI7QhhGYkcIw+S3ZJCDgwP169fXl5yBjL7OmDGDXr164eDgAMCoUaNypX1JBuWhyMhI2rZty5kzZzA1NWXx4sWUrF6S9ze9T7Iumd/f/52axWpm/8Rpaaj++AP1Tz+h3r8fAMXLC92nn6Lr1AmeVKxaZHLo0CG0Wi2+vr5ARnJPURR0Oh1JSUn8/vvv3Lhxg5YtW1K2bFn9vse/o7t37+bevXs0bdqUkGsh7I/cT6p7Kvce3uPa1Wvci7gHWkALpUuWplKFSpgamWKEEUZqI4xVxhipjVDr1JiqTLE2s8a6kDXmpuZYmFpAKoRfDedG2A2KFC9C4SKFiUmK4XzIeR4lPiJZm4ymgAYzOzOu3L9CZGokjzSPiDeKB8BEa4KpzhQHMwecrZ0xU5tR2Lwwbg5uOFs4UhgzHLSm2KWbYJOmwSxBS+jxM4QHB1MwPR2nQoVwKlQIS0AVH48qLo7U6GjS//oLdXw85lotJsnJqNPSsv3cJxYwIsFUTaypwkMTLY9MdMSaQpwJJJpqMLKyxdLJjdLFqlDO3RcTa7t/EjiPkz+WlvC0VfqEyCZ5Uy6EYSR2hDCMxI4QhslvyaBjx47Rr18/PvjgA0aNGqWfKeLg4MDBgwcpW7ZsrrYvyaA8lpCQQPfu3dm8eTMA3333Ha06tqLturZci7tGB48O2BW0w6agDQWUAlS0r0jtMrX1o0ae6+JF1IsWoV6xAlVsLIqFBbpu3dB98gk8YbrO2y41NZUpU6ZQqlQpSpQoke3H63Q6UlJSiE6MJjQmlC3hW7hqcpXYtFh8nH1wNHMkTZvGw5iHhN8OJ/qvaNAAGjA1M0WlUZGmS9Nv06q18IJ/r0zSweK/U6WSwOIvsIlV42lehCqOpXh04yYxEREYJyVhqQMrBWxVxpil6jBP1mKeCups/lVI06iIL6AhvoCaeBMVj4x1xJoqxBaARwV0f39Pllucyd9fG0EsEA+YqgtQQFeAR2GPMEkwwVqxpn7F+gztNRSf8k8uFC1EbpI35UIYRmJHCMNI7AhhmPyWDAKIiYlh6NCh3Lx5k4ULF1KiRIlXlgySpeXzmJmZGevWrWPUqFH88MMPDB8+nLJly7Kv5z76/N6HAzcPEJcWR1x6HCm6jKWqfW196VS0E5VtKmNpaUnZsmWf/kLh6Ylu1ix0X3+NevVq1PPno5k3D828eej8/DIKTr/3Hjyh9tHb5saNG8yaNYvWrVsTERHBpEmTMqZWpaXpq7ZfvHiRtLQ0bIrYYFvVluOXjpNqmorOTIfaWk16wXQwRx9ZblZu9K3Ql65eXfGwy1oALCw0lAXffsvmVaswSUnBArBRq6lfuTJNa9TAOCmJUwH7iA6/jqUaLFVgCViowLFAAew0xlhowSTheaNwdMDNv2//iFereaTTEUsad4yMcCpdjiRbW+KMVKRZFiKxoBHxphCpTeRaXBRxhVQkWRlzOfYOYcn3eVRIIdYCUrUKJqhxsXehZJGSlCxSEsuClliYWGBpYomtqQVFTcyxMLHAwsQCc5OMEU6Pv4+PjeeHH37gxx9/JCYmhmSSMTY2plv3bowYMQJ392xOmRRCCCGEEEKI15yVlRU///wzq1atonnz5owePfqVJaxkZNBr5NNPP2XJkiXY2tpy7NgxihcvjqIohIeH07ZtW+JT4tGW0fKo/CPizeLxtvema5GuNCzakHLlyr3Yc6EoqI4ezSg4vXEjqrQ0FBcXdB9+iO7DD8HFJfcv9DW0detWAgMDadCgAbt376Zq1ar4+voyd+5c5s6dy6NHjwAw8zCjdJfSXFRdJFWbirmxOUaJRsTcjkGJUTDTmfFeg/do3bA1xa2L4+3kjVr19wiuhw9RnTqF6sSJjPtTp1BFRWW7r1ojI7C0RG1tnaUWjv7rf9e++df3WjMzQqOiKOntjcbKCh3w22+/8fXXX3PlypVM7Wg0Gnx8fGjUqBGNGzemVq1amX7HkpKS2LdvHxcvXqROnTpUr179pYtgP3r0iMWLFxMfH8+HH36Im5vbS51PiJwgn9AKYRiJHSEMI7EjhGHy48igf7t27Rp9+vTh7NmzHDlyRKaJ/dubngxKTk6mYcOGnDp1isqVK7N//35SUlLw8/Pj4sWLeHp6Ym1tzZEjR7CsaknJHiUJfBDIkDJD6FG+Bx4eHtn7Z/zePdRLl6JetAjVrVsoGg1K69bo2rdHqVcvo4DuGy4tLY0ZM2ZQvHhxHB0d2bRpE8OHD6dYsWL6Y6IfRTNk8RAOJB8gUh2Ju7U7n/p8SlevrtgXyniObty4weHDh2ndujXm5uaQkoIqKCgj8XPyZMYtNFR/TsXYGKViRSha9OkFjP/+PlMtHAuLl6qF87Q/kOnp6axevZpvv/2WhIQEWrVqhb+/P7Vq1cqRVc6EyM/kTbkQhpHYEcIwEjtCGCa/J4Mgo+xIXFzcE/u6fv16mjdvjpmZWY60Jcmg18ytW7fw9fUlOjqarl27EhERwb59+3BxceHgwYNYWlrStGlTzp49i2sRVxrPaMyykGV8VOIjBlYeiIeHR/Z/wdPTUW3bllFwevdu/WalQgV09euj1KuXkRyys8vhq81bERERzJw5k5YtW3Lnzh1CQ0MZM2YMJiYmGfvjIlh4ZiE/n/2ZqMQomro3pa9PX5qVbIZG/a/fO50Orl79J+lz8mRGIuhf07aUUqVQqlXLuFWvnpEI+ns1r1dJ3lwIkX0SN0IYRmJHCMNI7AhhmDchGfQsRYsW5cCBAxQvXjxHzic1g14zbm5u+vmCK1euBMDc3JxNmzbpp8xs2bKFRo0acfnyZQ6OO8joOaOZemIqMWkxjGMcLs4uWFhYvPiIDiMjlPfeQ/vee2ivX0e1dy/qgABUAQFo5s6FuXOBv1ckq18fpWlTlMaNwSj7vz737t3jl19+oUGDBnh5eemXUH/VQbl7925OnDiBv78/u3btomLFikyYMAFFUTh08xBzT81lU8gmChkXonvF7nzq8+k/NX/u3ctI+Px7utff08gAFHt7lCZN0FWtmpH4qVoVbG1f6fUJIYQQQgghhHhz5PQ4HkkGvYYaNGjApEmT+Pzzz9FoNKxZswZvb2/9fgcHB7Zv306DBg0IuxZG7JZYZnedzeBdgwlPCqdIgSIYqY1Agb8i/2JA3QH4lPZBo9Gg0WhQq9X6rx8+fIijo+M/iaMSJVA++gjtRx+BosCVK6gPHEAVEIDqwAE0P/4IP/6I4uqKrnt3dD17wguuuvXw4UMmTJhAt27dSE9P5+zZs/p9Go0G47+LWF+/fh2NRoOXlxcmJiYYGRlhaWmZI8PhtFots2bNwsXFhRo1arBixQqGDRuGSzEXlgQuYd6peZyLOkcZ2zJ81+Q7upZsh9WFUFTLt6E6MSEj8RMerj+fUqAASpUq6B6P+qlWDYoXh3yccRZCCCGEEEII8WaTaWKvKUVRWLVqFcWLF6dOnTpPPGbfvn288847qFQqDh8+TFihMGYdm0VSWhJJKUnEJ8YTTzzpSjqtXFrRqWgnHEwdsrSjUqlQqVT6BNHj0TpGRkbcuHEDY2NjypUrh5FGQ4HwcMy3bcN4xQpUNzNWptI1bIiuZ0+UNm2eOvUpLi6OAQMG0Lt3b3bu3Mn69euxtrZmzJgx1KhRg/T0dEJDQzl48KA++ePi4oKzszM6nQ6AEiVK4OTkZPBzeu/ePb777juaNWvGnTt3uHDhAj0H92TphaX8EvQLMQkP6VOwDp9qq1A+LB71qVNw4QIqrTbjuVKpoFw5/VQvXdWqUKFCvlqJTYYdC5F9EjdCGEZiRwjDSOwIYZg3fZqYm5sbBw8ezLFpYpIMyud69uzJr7/+ire3N0eOHMHIyIjU1FT8/Pw4deoUmAK+YFTXCE0BDR3KdUCFilNhp7gafZW0AmnYxdrRs3RP+jbri06nIz09nfT0dK5fv05UVBRWVlbY29vrA8fExARvLy+MAwJQL12K6o8/MlYls7FB17kzygcfoBQsiCo9HdLTSU1M5NupU3mnYUMib93Cs0wZtv7vfxw7fBhjoFunTjyKjmbv7t1ojMHa3ZzU5CSUWC22xpZ08+9MARtbok1MMC9TBqcqVVC7umarkHJAQABHjhyhfv367Ni5A11RLVFpZ4g7tJe690xp+dAB92sPUScm6h+juLhkrvNTpUpGEed8TN5cCJF9EjdCGEZiRwjDSOwIYRhJBmWPJIPyuXv37uHl5cWjR4+YOXMmn332GaNGjWLWrFnY2NiwatUqOnbsSGxKLFX7VeVhsYeoUlSEnQ5DeahQzKEY4Vbh4AQeFh6MazgOm4I2rDmwhpV/rgRnIBasL1tz9tezWFtac/78eWxsbChTpkxGJ+7fR/3rr6iXLEF16dIru3bF3h7F2RnFyYl4a2vMS5cGFxcUFxewtSUtKoqUmze5fvw4BWJjMU9O5O61ICy0ydjFpOKQ+K9zmZujVK2acatePWO6l6vrK7uWV0XeXAiRfRI3QhhGYkcIw0jsCGEYSQZlj9QMyuccHR2ZNGkS/fv3Z/z48RQqVIhZs2YBsHDhQho3bszy5ctp27Ytp2adom/fvvzyyy8oSQqdOnVi6dKldO/RnXW71xHeMJxucd0yTpwMmICnzpMbJjd41OQRngs8+brl17zn9h53btzBxsYGBwcHcHBAN2gQuoEDUR0/jmrfPlCpUDQaftu0iaLu7hS0sKCAhQVlypcHjYZUlY7jUWdYdXotd9XRpAMlLUrzTqUW1ChaG/OCVoTev8F3S2ZxPvIy5i7gYgHuiab4phehZEIhzB7GYH7vJpaXL2KVps3y3BgBBYHK/9pmaQoJNmYYlyuNtnJNFF/fjALPZcuCvNgKIYQQQgghhHgNFSlSBCMDFnF6GhkZ9AbQ6XTUr1+f48eP67f1799fnxQCmD59OuPGjdN/36JFC3777TeMjY2JjY2lRo0ahIaGUqdNHW7euMnNoJvUrVOX7du3c+nSJWq2q0l6tXTUFdW4WrryXbXvcMYZb29vTJ8yXWvMmDHY2dlRqVIl0tLSaN68OWfvnuWXoF9YfWE1j5IfUb9ofRraNKRr1a64Obo98dq++uorJk+eDNbg1tqNFM8UopKiMg5QwDjdCKsUBccELS5x4J5QgBJpFlxVPeCOhY4oM0ixsuI9vw/p7duPolZFc+aJz4fkkyYhsk/iRgjDSOwIYRiJHSEMk59HBsXExPC///2P69evM3DgQGxsbAgKCsLBwQEXF5dcaVNGBr0B1Go1P/74IzVq1ECr1eLt7c3UqVMzHTNixAiCg4NZu3YttWvX5tdff9Wv3mVpacmqVauoW7cuhzYdAjKKNa9duxYTExMqVarE9CHTGTp0KEaHjLAYY0H3gO6MLjcas6tmlC9fPktQff/996SlpVG9enXC7oSRVCoJ3yW+nL17FiczJ/pU6UPPij0pZVvqudc2YcIEqlSpQq9evbi17BbOrs40rt6YPVv3QCo0aNqQUaNG8fWcr9l9eT84JYNNMkSDS4wLv0z5Bb9qfjn2fAshhBBCCCGEEDnh/PnztG3bFktLS27evEmPHj2wsbFh8+bN3L59mwULFuRKu+pcOat45SpVqsTkyZOpVq0aq1atyjJaR6VS8csvv7Bnzx62b99OoUKFMu2vXLky06ZNA8DCwoKNGzdib2+v39+/f3+aN29OalQqup91tCndhgnBE5h2dho3b93k3wPMfv31V06cPEGJBiUYe3osA8IHMGTXEFwtXNnw/gbCBoTxjd83z00E/dt7773H4cOH8fDwIDIikj2/78FIZ8SUKVP4448/qFu3LrvW7WL7rO14PfCC3+EDpw8I/j1YEkFCCCGEEEIIIV5L48aNo1OnTpw+fZoC/1qdu0mTJhw5ciTX2pVpYkJPURS2b99OqVKl/ikO/S9RUVH4+Phw7949Pu37KaW6lGLk3pGUKFSCUpalcLN2Q4lX+PPAn6R5pnE76TYlbUrSq1IvulXshrO580v3MS4ujkGDBnHp0iVmz55N9erVsxyj1Wq5ffs2RYsWfW2HAeYVGXYsRPZJ3AhhGIkdIQwjsSOEYXJymtiiRYuYM2cOUVFRVKhQgWnTpuHj4/PU4+fPn8+SJUu4ffs2tra2tG7dmi+//DJTcudpihYtSkBAACVKlMhUJPrmzZtUr16du3fvvlCfs0umiQk9lUpFixYtnrq/cOHCLFmyhJYtW7Jg/gI2NN7A9k7bmX9yPrcf3ebCjQs8SH2AtqSWKlRhSacl1C9eP0cTMhYWFixZsuSZx2g0GooVK5ZjbQohhBBCCCGEeDts3LiRcePGMXPmTHx8fFiwYAH+/v6cPHkyYwGl//jtt9+YOHEic+bMwdfXl9DQUPr3749KpWLSpEnPbc/U1JS4uLgs269du4adnV2OXNOTyDQxkS1NmjRhyJAhAPTp0wcPEw/WfbCOpfWWovygUOdAHb5Qf8GuvrvwK+EnI3OEEEIIIYQQQuQb8+bNo3v37nTp0oWyZcsyc+ZMChUqxMqVK594/IkTJ/D19eWDDz6gaNGiNGzYEH9/f06fPv1C7TVv3pzp06eTlpYGZAzSuHXrFhMmTOC9997Lsev6r3w5Mkir1Wa6F6/W+PHj2bdvH4GBgfTq1YuFCxfSsmVLIiIicHR05JM+n2BsbCw/n9eQxI4Q2SdxI4RhJHaEMIzEjhCGeVrsPK6MExsbm2mwgqmpaZZau6mpqQQGBuoHQEDGokb169fn5MmTT2y3evXqrFu3jtOnT+Pj48ONGzfYvXs37du3f6F+f/311/Ts2ZPSpUuTlJREy5YtiYqKolq1aplWBM9p+bJmUHh4OPmo22+kGzdu0LFjR5KTk7GwsCAuLg43NzeWLVuGra1tXndPCCGEEEIIIYRApVJRrFgxKlSoQHx8vH77qFGjGD16dKZjIyMj8fT0ZOfOnZnq03755ZccOXKEPXv2PLGNn376iS+++AJFUUhPT6dXr17MnDnzmf364osv6Natm75e79GjR7lw4QIJCQlUqlQJPz8/A6/4xeTLkUHu7u5cu3aNUqVKSVG1POLh4cH333/Pp59+SlxcHE5OTuzatYvixYvnddfEM2i1WkJDQyV2hMgGiRshDCOxI4RhJHaEMMzTYkdRFFJTUzl//nyWkUE54dChQ8ycOZNvv/0WHx8frl+/zujRo5kxYwYjRox46uO2bdvGvHnz8PHxoXv37rRt25aaNWvmSJ9eRL5MBj3+wWo0GvkDmYd69erFhQsX2L17N8uXL6dkyZJ53SXxgiR2hMg+iRshDCOxI4RhJHaEMMx/Y+fxrKIXWU3Mzs4OjUbD/fv3M22/f/8+hQsXfuJjJk2aRPv27enevTsA5cuXJyEhgSFDhjBs2DDU6ieXaj59+jSHDx9m1apVfP7553z++ee0adOGrl274uvr+8LXaygpIC0MplKp+O677zh37hze3t553R0hhBBCCCGEEMJgJiYmeHt7ExAQoN+m0+k4cOAA1apVe+JjkpKSsiR8Hiejnlfepnbt2sybN4/Lly8zZcoUQkNDad68Ob6+vvql7XOLJIOEEEIIIYQQQgghgH79+rF8+XJWr15NSEgIQ4cOJSEhgS5dugDw6aefMnHiRP3xzZo1Y+nSpWzYsIHw8HD27dvH5MmTadas2QuP7jMzM6Nr165s376dU6dO8e677zJr1iy8vLxy5Rohn04TE0IIIYQQQgghhMhp7dq1Izo6msmTJxMVFYWXlxfr16/XTxO7fft2ppFAw4cPR6VSMWnSJCIjI7Gzs6NZs2Z88cUX2W47ISGBo0ePcvjwYR49ekTp0qVz7Lr+K1+uJmZiYsKVK1fw8PCQebRCZINWqyUkJERiR4hskLgRwjASO0IYRmJHCMM8LXYURSEpKemFagbllaNHj7Jq1Sr++OMPFEWhdevWdO3alRo1auRamzIySAghhBBCCCGEEOIVunv3LqtXr2b16tWEhoZStWpVvvnmG9q1a4e5uXmuty/JICGEEEIIIYQQQohXqEKFCtja2tKhQwdWrFiBh4fHK21fkkFCCCGEEEIIIYQQr9DSpUtp3rw5RkZ5k5aR1cSEEEIIIYQQQgghXqFWrVqRlJREYGAg8fHxAAQFBfHpp5/Ss2dP1q1bl6vty8ggIYQQQgghhBBCiFfo8OHDdOrUifj4eKytrVm8eDE9e/bE2dkZtVrN5s2bSUpKokePHrnSvowMEkIIIYQQQgghhHiFJk2aROvWrTl//jx9+/ald+/efPTRRxw/fpyjR4/y+eefs3jx4lxrX5JBQgghhBBCCCGEEK/QhQsXGDBgAC4uLgwaNIi4uDjatm2r39+uXTtu3LiRa+1LMkgIIYQQQgghhBDiFYqLi8PGxgYAExMTChUqhIWFhX6/ubk5iYmJuda+JIOEEEIIIYQQQgghXiGVSoVKpXrq97lNCkgLIYQQQgghhBBCvEKKotC6dWv90vKJiYl07NgRExMTANLT03O1fUkGCSGEEEIIIYQQQrxCo0aNyvR9ixYtshzz3nvv5Vr7kgwSQgghhBBCCCGEeIX+mwx61SQZJIQQQgghhBBCCJFHzp8/z7Vr1wAoWbIkFSpUyPU2JRkkhBBCCCGEEEII8YqdPn2aAQMGEBISgqIoQEYh6bJlyzJnzhyqVKmSa23LamJCCCGEEEIIIYQQr9Dly5dp06YNBQsW5KeffiIgIICAgAAWLFiAqakpbdq04fLly7nWvowMEkIIIYQQQgghhHiFpk2bhp+fH8uXL8+0pLyXlxfvv/8+3bp1Y9q0aSxdujRX2pdkkBBCCCGEEEIIIcQrdPDgQX777bdMiaDHVCoVQ4cOpX379rnWvkwTE0IIIYQQQgghhHiF4uPjcXBweOr+woULEx8fn2vtSzJICCGEEEIIIYQQ4hVyc3PjzJkzT91/+vRp3Nzccq19SQYJIYQQQgghhBBCvELt2rVj7NixXLx4Mcu+Cxcu8MUXX9C2bdtca19qBgkhhBBCCCGEEEK8QkOGDGH//v3Uq1cPPz8/PDw8UBSFK1eusH//fqpUqcLQoUNzrf18lQzSarX6e7VajU6ne2KxJSHEk+l0OokdIbJJ4kYIw0jsCGEYiR0hDPO02NHpdEBGHsHI6PVJgRQoUIDNmzczb948NmzYwJEjRwAoWbIkY8eOpX///oSGhuLp6Zkr7asURVFy5cy5ID09nYSEhLzuhhBCCCGEEEIIIfIRMzOz1yoZ9DSxsbFs3LiRlStXcvbsWR48eJAr7bz+z8QTGBsbExoaSunSpdFoNHndHSHyDa1Wy9WrVyV2hMgGiRshDCOxI4RhJHaEMMzTYkdRFJKTk/OwZy/m8OHDrFy5ks2bN+Pk5MS7777L9OnTc629fJUMevwDValUKIqCSqWSoZNCZIPEjhDZJ3EjhGEkdoQwjMSOEIZ5Xuy8jsnVe/fu8euvv7Jy5Uri4uJo06YNKSkprFy5krJly+Zq27KamBBCCCGEEEIIIcQr1LFjR6pVq8aFCxeYPHkyly5dytWRQP+Vr0YGCSGEEEIIIYQQQuR3e/bs4ZNPPqF3796ULFnylbcvI4OEEEIIIYQQQgghXqHt27cTHx9PgwYNaNy4MQsXLsy1YtFPIskgIYQQQgghhBBCiFeoWrVqzJ49m0uXLtGzZ082btxIuXLl0Ol07N+/n7i4uFxtX5JBQgghhBBCCCGEEHnAzMyMrl27smPHDg4fPkz//v35/vvvKVOmDJ06dcq1diUZJIQQQgghhBBCCJHHSpcuzVdffcWFCxdYvHhxrrYlBaSFEEIIIYQQQgghXhMajYaWLVvSsmXLXGtDRgYJIYQQQgghhBBCvEUkGSSEEEIIIYQQQgjxmklISODw4cO5cm5JBgkhhBBCCCGEEEK8ZsLCwnjvvfdy5dySDBJCCCGEEEIIIYR4i0gBaSGEEEIIIYQQQohXrESJEs/cr9Vqc61tSQYJIYQQQgghhBBCvGKpqan07t0bT0/PJ+6/desW06ZNy5W2JRkkhBBCCCGEEELkQzqdjuvXr2NnZ4e1tXVed0dkU4UKFXB1daVTp05P3B8cHCzJICGEEEIIIYQQ4m2XnJzMvn372Lx5M1u3biUyMhIAe3t7SpUqRcmSJVGr1cTHx5OQkEBcXBzx8fGZbjVq1GDVqlXY29vn8dW83Zo2bUpMTMxT99vY2NCxY8dcaVuSQUIIIYQQQgghxAtIT08nODiYw4cPc+TIEUJCQqhUqRJNmjShcePGODg45Eq7Dx48YNu2bWzevJndu3eTkJCg32dsbExaWhrR0dFER0dz7Nix555v3759NGvWjJ07d2JnZ5crfRbPN2zYsGfuL1KkCHPnzs2VtiUZJIQQQgghhBBCPENsbCxff/01P//8M/Hx8Zn2BQcHs3LlSlQqFd7e3jg6OqJWq1GpVKjVatRqNRqNRv/1f28uLi40b96c6tWro9Fo9OcNDQ1ly5YtbN68mcOHD6PT6fT7XFxcePfdd2nVqhV+fn6kpqYSGhrK1atXuX79Omq1GgsLC8zMzLCwsMDc3Fz/fXx8PB988AHnzp2jefPm7NixA1tbW/25//rrL+7fv0+ZMmWe+nwoioJKpcrBZ1i8iPbt2/PDDz/g5OT00ueSZJAQQgghhBBCCPEEiqKwZs0aRo0axd27dwGwsrKiZs2a1KxZk7Jly3L8+HF2795NcHAwZ8+eNaidqVOnYm9vT/PmzSlcuDDbtm3j0qVLmY7x8vKiVatWtGrViipVqmRKxpiamlK5cmUqV678Qu3t3LmTpk2bEhgYSIsWLdiwYQOHDh1i7dq17Ny5k7S0NEaOHMlXX32FWq3O9Njz58/Tt29f5s6dS8WKFQ26XmGYo0ePkpycnCPnkmSQEEIIIYQQQog3VmRkJKdOnSI4OBgvLy/efffd545qSUlJ4ejRo0yePJn9+/cDUKpUKWbOnEnTpk0zJUjatm3L1KlTiYyM5PDhwyQmJqLT6Z5502q1+vtz586xc+dOoqOjWbFihf68RkZG1KtXj3fffZd3332X4sWL59hz4unpyY4dO2jatClnzpx54hLn06dP59KlS/zyyy9YWFig1WqZOXMmEydOJDU1lREjRrBz584c69Pr4vDhw8yZM4egoCDu3r3LypUradmy5TMfc+jQIcaOHcvly5dxdXVl+PDhdO7c+RX12DCSDBJCCCGEEEIIkW+cP3+etWvXcujQIXQ6nX4K1n/vdTodFy5cICIiItPja9euzfTp06lWrZp+m1arJTAwkD///JN9+/Zx+PBhkpKSAChQoACff/45Q4cOxdTU9Kn9cnZ25v333zfomtLS0jhy5Ahbt27lwYMHNG7cmGbNmmFjY2PQ+V5EhQoV9COEHjx4QIkSJejQoQMdOnQgMDCQTz/9lM2bN1O/fn1mzJjBhAkTOH78OAAtWrRg/vz5uda3vJSYmEiFChXo2rUr3bp1e+7x4eHhdOjQgV69erFw4UICAgIYOHAgjo6ONGrU6BX02DCSDBJCCCGEEEKIfColJYV79+5x79497t69S1RUVKb7e/fu8fDhQ6pWrUq3bt2oX79+lmk/2aEoCrt27WLr1q1AxugVIyMj1Gq1/uun3WxtbSlSpAiurq44OztjYmLy3LYePXpEZGQkd+/e5dSpU6xZs4bz589nq89qtZpy5cpRtmxZtm3bxuHDh6lduzYdO3akZs2a7Nu3j4CAAP76669Mj3NycqJp06aMGzcuR0flPImxsTH169enfv36udrOf3l5eXH27Fnu3r1LpUqV9COmypcvT+nSpXn//fc5f/48zZs3B8DS0pKZM2fSrVu3N7ZmUJMmTWjSpMkLH79kyRKKFi3KN998A4CHhwfHjh1j/vz5kgzKaVqtNtO9EOLFSOwIkX0SN0IYRmJHCMNotVrS0tK4desW0dHR+kTPv5M8/9726NGjFzrv5cuXWblyJUWKFKFz587UrFkTe3t7HBwcsLe3x8zM7LnnOHv2LGPGjNFPm3pZjo6OuLq64uLigqurKyqVirt372a6Pak+irGxMe+88w6tW7fGwsIiy7QrRVH09+7u7nh7e2Nubg5AREQEEyZMYNWqVaxZs4Y1a9boz2tpaUm9evXw8/OjQYMGlCtXTp/weJP/ljk4OODg4JCpQDWAj48PBw8epH379pw9e5ZGjRoxf/583Nzcshz7Onja646iKEBGEfD/1ll61kivF3Xy5En8/PwybWvUqBGff/75S587N6mUx89MPqAoCrGxsYSHh5OPui2EEEIIIYQQz5ScnMyWLVtYs2YNoaGh2XqskZER9vb22NnZ6W///r5AgQIEBASwY8eOLCthPVagQAFsbGywsbHB2tpa//Xj26lTp9i2bRsAJiYmtG7dGltbW7Rarf6Wnp6uT8o8/vrxLS0tjb/++kufxEpLS3vh67OwsMDBwQEXFxcaNmxI48aNsbS0zNZz9F+XLl1i4cKFJCYmUrVqVXx9ffH09MTIKF+Ol8hVaWlpXL9+ndKlS+fL0UAqlYpixYpRoUKFTL//o0aNYvTo0c98rI2NzXNrBlWtWpXOnTszdOhQ/bZdu3bRoUMH7ty5Q8GCBV/+Iv7m5ubGwYMHc2SkWr78TXd3d+fatWuUKlUq09J7Qohn02q1hIaGSuwIkQ0SN0IYRmJHvG5SU1M5cOAA9vb2VKhQIVf+6T906BDLly9HpVJhZmamvxUqVEh/b25unmmbkZER69evZ+HChURHR+vPpVarKVy4MI6Ojvrbf79/fLO2tn7uP+kfffQRycnJbN26ld9++43w8HDu379PdHQ0KSkpJCcnExkZSWRk5DPP07FjRyZMmECxYsUMfp4URSE6OpqIiAju3LlDREQEERERKIqCk5OT/ubs7Iyjo2OO/jP9mIeHB23atMnx876pKlSokNddeK6nve4oikJqairnz5/PMjIor3322WdMmTIFCwuLFzp+yJAhOVZHKl8mgx7/YDUajby5EMIAEjtCZJ/EjRCGkdgReU2n07FmzRomTpzI9evXATAzM6Nq1apUr14df39/qlSp8lJtxMXFMWbMGH766aeXOk+xYsXo168fVapUoWbNms+tqZNdZmZmtG/fnvbt2+u3KYpCfHy8PjH0+P6/X5uZmTFs2LCXfq4ee5zw8fHxyZHzCfHYf193Hs8qsrS0zJWRTYULF+b+/fuZtt2/fx8LC4vnJjJXr17N+PHjXzgZ9O/RRy8rXyaDhBBCCCHeZDqd7qUKvAohMv4B3LlzJ+PGjePcuXMA2NnZkZaWRmxsLAEBAQQEBDBjxgyaN2/OuHHjMq0uBZCUlIRKpaJAgQJPbWfnzp3069ePW7duAdC9e3dKly5NfHw8iYmJJCQkPPH2eF9iYiJeXl4MGDCANm3aoFKpCAkJeWVJVJVKhYWFBRYWFri7u7+SNoV4k1SrVo3du3dn2rZv3z6qV6/+3MfmZfkbSQYJIYQQQrwmHj58yFdffcXPP//MyJEj+eKLL/K6S0K8liIiIti2bRv379/H398fDw+PTPtPnDjB2LFjCQgIADJGBAwbNoyBAwdSsGBBLl26xIkTJ9izZw8bNmxg+/btbN++naZNm+Lj48OFCxe4ePEi165dw9jYmDp16tC0aVOaNm1KkSJFOHLkCAcOHODgwYOcPHkSyChlsWDBgiyFZLPrTS5ULER+EB8frx9FCBlLxwcHB2NtbY2bmxsTJ04kMjKSBQsWANC7d28WL17Ml19+SdeuXTlw4ACbNm1i7dq1L9ze86asvWyNrCfJlwWkTUxMuHLlCh4eHjLsWIhs0Gq1hISESOwIkQ0SN+JV0Gq1LF26lC+++IIHDx7ot+/cuZMGDRrkYc8MJ7EjXkZCQgK//PILt27dwsrKCisrKywtLbl+/Tpbt27lzJkzmY6vV68evXv3pnz58kyaNIlNmzYBGTVB+vXrx8iRI7Gzs3tiW1evXmXatGmsWrXKoESMSqViwIABTJw48YVW5HoeiR0hDPO02FEUhaSkpBeeJnbo0CFatWqVZXunTp2YN28e/fr14+bNm2zZsiXTY8aMGUNISAguLi6MGDGCzp07P7ctW1vbZ/ZJURRUKlWm9wY5RZJBQrxF5M2FENkncSNyw6NHjwgNDeXq1atcvXqVLVu2EBgYCICnpyfu7u5s2bIFNzc3Tp8+jbW1dZ721xBva+wcOnSIAwcOUKZMGby9vXF3d5cpf9mQlJTETz/9xIwZM7LU4Pg3lUpF9erVsbGxYdeuXVmWuVar1XTr1o0vvviCokWLvlDb165dY/78+cTFxVGhQgXKly+Pp6cnsbGx7Nq1i127drF//36Sk5MpVaoUdevWpW7duvj5+VGkSJGXuu5/e1tjR4iXlVPJoFfJ1taW5cuXP7codO3atXO8bZkmJoQQQgiRC5KSkjIlfP799ZP+ybWysmL8+PF88sknpKSkUL16dUJDQxk4cCDLly/PgysQ2RETE8OoUaNYsmRJpu0WFhZUqlSJypUrU6lSJby9vSlXrhzGxsZ51NPXQ1JSEitWrCAqKgqNRoNarSYpKYmlS5fqV7MqWbIkLVu2JD4+nkePHhEbG4u5uTktWrSgefPmODo6AnD79m2WLl3K0qVLuX37Nu+++y5ff/015cuXz1afSpYsybfffptlu5OTE2XKlOGzzz4jOTmZ+Ph47O3tX/5JEEIIwNfXFwcHh1feriSDhBBCCCFewp07dwgMDMyS9HlcTPZpnJycKF26NKVLl8bDw4MuXbpQuHBhAIyNjVm6dCl+fn6sWbOGli1b0qFDh1dxOcIAW7dupX///ty5cweAli1bcu/ePYKDg4mLi+PQoUMcOnRIf7ypqSkVKlTA29sbb29vKlWqhJ2dHSYmJpiYmGBqaoqNjc1r9wl2Trl37x7vv/8+x48ff+L+YsWKMWbMGLp27fpCSbMiRYrwxRdfMGbMGBISEnKltsZjBQoUeGYxaSGEyC8kGSSEEEIIkU1arZZdu3axcOFCtm/fnmWKymPW1taUKVOGUqVKUbp0aUqVKqX//nnLyPr6+jJ69GgmTZrEgAEDqF27do5ORREvJzk5ma1bt7J8+XK2b98OQKlSpfjpp5+oW7cuAGlpaVy+fJnAwECCgoIIDAwkMDCQ2NhYTp8+zenTp596fh8fH+bOnftSy3inp6cTGRlJREQEycnJ1KpVK8eXKs+u8+fP07ZtW8LDw7GxsaFdu3YoioJWq0Wn01GzZk26d+9uUD81Gk2uJoKEECKnubm55dl0UEkGCSGEEEI8R1xcHKGhoYSGhnLhwgV+/fVXbty4od9foUIFPDw89EmfxwkfOzu7lxrdMWbMGHbu3MmpU6eoWrUqbdq04f3338fPzw8jI3kb96rpdDqOHDnCqlWrWL9+PTExMUBGfZrBgwczfvx4ChYsqD/e2NgYLy8vvLy86Natm/4c169f1yeGgoKCOH/+PHFxcaSkpJCSkoKiKJw+fZpatWrx2WefMX78+CzJQ61Wy71797h9+za3bt0iIiIiy9eRkZGZCiJXrVqV1atXU6xYsVfwbGW1c+dOOnfuTFxcHKVKlWLTpk2UKVMmT/oihBCvgz179mBra/vU/enp6QQFBeHj45PjbUsBaSHeIlKQUIjsk7h5e4WHh7No0SJWr179xClfNjY2dO/enY8++ijLstY56erVq7Ro0YLw8HD9Nnt7ewYNGsTIkSNf26lEb1LshISEsGrVKtasWZMpCejm5kbHjh3p1q0bZcuWzbH27t69y4gRI/TLEhcpUgR/f3/u3LmjT/TcuXOH9PT0557LyMgIV1dX/vrrL2JjY7GxsWHp0qW0aNEix/r7IubNm8fQoUPR6XTUq1ePtWvXPnV1r7fdmxQ7QrxK+bGAtJ2dHZcvX9bXDKpVqxbr1q3TjwSOioqiXLlyubKamHykJIQQQghBxpvF6OhoTp48qZ/+9e/PzBwcHChVqhQlS5bEz8+PDz74INMokNxSunRpLl26xMGDB1m/fj2///470dHRfPHFFxgbGzN06NAsj7l+/ToRERHUqVMnW20pisKNGzc4deoUFy5coHjx4jRo0CDPRpLkttTUVPbv30/16tWfuGLbxYsX6d+/P4cPH9Zvs7CwoF27dnTp0oV69erlykphTk5OrFixgq5duzJw4ECuX7/O7NmzsxynVqtxcXGhSJEiWW5ubm64urri6OiIRqPhxo0bdO7cmVOnTtGmTRtGjhzJyJEjc31aVXp6OsOHD2fevHkAdO/enXnz5uX5dDUhhHgd/Hdszq1bt7Ik+nNr/E6+TQbpdDquXLmin38dHx9PuXLl8PT0xNPTk8KFC792WT8hhBBCvDhFUbh27RqpqakUKlSIggUL6u//PUVKURQePnzI7du3iYiI0I+cePy1TqfTv0coX748jo6OhIeHExYWxrVr1wgLCyMsLIzr168TFxeXqQ8NGzakT58+NGrUCCsrq1f9FOgZGRnRoEEDGjRowOzZs/nuu+/44osvGD16NK6urpmKS69bt44+ffqQmJhIx44dmTNnzjP7rigKu3fvZt68eZw4cYLo6Ogsx5QqVUrfvp+f3xuxktLVq1fp1q0bZ86cwd7enq+//pqePXui0WhQFIX58+czevRokpOT0Wg0vPPOO3Tu3Jl3332XQoUKvZI+vvPOO5w9e5YFCxZw584dihQpgqurK25ubhQpUgQnJ6cXni5YvHhx9u3bx6hRo5g3bx7Tp09n+vTpFC5cmJIlS1KqVCn69+//UjWK/is2NpauXbuyY8cOAL755htGjBgh79GFECIbcutvZr6cJubv78/Ro0dJTEx86rGurq706NGDjz/+GFdX11fYSyFeXzLsWIjsk7jJHYmJiYSHh5OcnEzFihWzPLfBwcGMHDmSvXv3PvHxRkZG+sRQTEwMycnJOda3okWL0qZNGz7++ONcnf71MhRFYfjw4cyZMwcTExO2bdtG7dq1GTt2LDNnzsx0bPHixVm2bBk1a9bMcp5Tp04xZswY9u/fr9/27zo3ISEhnDx5MlPdGYBKlSrRsGFD2rZtS40aNZ7Yx7yKnfT0dE6cOMGOHTvYuXMnt2/fplWrVvTu3Ztq1aoBsGLFCgYNGkRCQkKmx3p7ezN+/HgWLFjAzp07gYyEzIIFC96o95Pr1q3j888/zzL90dramtOnT+Pm5vbSbVy9epX27dtz4cIFChYsyNKlS2nXrt1Ln/dtIK87QhgmP04Ts7W1JSQkRD9NzM3NjYMHD1K8eHEgd6eJ5ctkULFixYiJiaFgwYJUqlSJypUrY2FhwaVLl7h48SJhYWH6oVRGRka0adOGzz77jFq1auXxFQiRt+TNhRDZJ3HzcqKiojh37hznzp0jKCiIkJAQbt68mWn0iZOTE/7+/nzwwQe4u7vz1VdfsWTJEnQ6HUZGRlhaWpKUlERSUtIz2ypcuDCurq64urrqR1C4urqi0+m4ePEiFy9e5MKFC9y/f59ixYpRsmRJ3N3d9bcSJUpQokSJfLNstFarpVOnTmzatAlra2sqVapEQEAAAEOHDqVVq1b06tWLGzduoNFoGDhwIG5ubqSlpZGWlsbp06f5/fffATAxMaFv37506NABLy8vTE1N9e3ExsZy8OBB9u3bx59//sn58+cz9aNly5ZMnjyZcuXKZelfTsZOWloaK1euJCYmBl9fXypXrqz/Wd29e5ddu3axY8cO9u7dy19//fXEc5QvX55ixYqxbds2AOrXr8/ChQvZsmULX331lb4gNGQs/z516lT69ev32v3zkFNiY2O5du0aoaGhfPvtt5w9exY/Pz927Nhh8PS3+Ph4pk6dyvfff09qaipOTk5s3LiRqlWr5nDv31zyuiOEYfJjMsjOzo5Tp05hZ2eHoih4eXmxbds2ihYtCsD9+/epXr26JIMeJ4P27NmDSqXinXfeeeJ848TERLZu3cr8+fM5dOiQfvvs2bPp27fvq+yyEK8VeXMhRPZJ3LwYrVbL1atXCQoK4ty5cwQHBxMUFERkZORTH/O4VklsbKx+m0ql0n+g4+/vz+TJkylRogSQ8T4gOTlZnxhKTEwkKSkJCwsLXFxcMiUw3hZJSUk0a9aMo0ePAlCoUCEWLlxI+/btAYiJiWHgwIGsXr36iY9XqVR07dqVL7/88oXrAt27d499+/axY8cO1q5di1arRa1W07t3b7788kucnJyAnI2doKAgPvroI4KCgvTbTExMqFy5MqmpqZw9ezbT8ba2tjRu3Jh33nkHFxcX/epfj0eQaTQaJkyYwPDhw/V9i4qK4ssvv2Tp0qV4eXmxbNkyypcv/1L9zk+uXr1KtWrVSExMZNq0aQwZMiRbj1cUhTVr1vD5559z584dAJo0acKCBQtyZKTR20Red4QwTH5MBtna2mbqk6IoT/xekkEGrCYWFBTEzJkzWb16NcbGxuzfv18/RFiIt428uRAi+yRuslIUhZCQEA4ePMiZM2c4d+4c58+ff+rInVKlSlGxYkUqVqyoH5lRvHhxrK2tSU1NZc+ePaxfv54//viD2NhYfHx8+Pbbb6ldu/YrvrL86cGDB7Rq1YrExESWLVtGpUqVshyzbt06fv/9d1QqFSYmJhgbG2NlZUXPnj2pUKGCwW2HhIQwduxY/vjjDwDMzMwYMmQIQ4cOpWDBgvrYAdixYweBgYH07dv3mcvo/ltqairTpk1jypQppKenY2dnR40aNTh58iRRUVGZjvXx8eGdd96hWbNmVKtWLUu8Pnr0iLVr13L48GE+++wzqlev/sQ2o6OjsbGxeSvj/eeff6Zv376YmJhw+PBh/e+STqfj4MGDKIryxKLZZ8+eZejQofpC2+7u7syYMYN33333tfvHKz+Q1x0hDJMfk0H/XqDgWXLjPdEbnwx6/LiOHTvy+++/U6xYMY4fP/7Cb0KEeJPImwshsk/i5p9CzgEBAezfv5+AgADu3r2b5bhChQpRoUIFKlWqRMWKFalUqRIVKlTA3Nz8hdpJTk7m1q1blCxZMldWaHqT/feTxFft8OHDjB49muPHjwPg6OjIuHHjKFu2LEePHuXnn38mPDwcAC8vL7Zv307hwoWfec7AwEA++ugjzp07B0Dr1q358ccfcXR0RFEUrl+/zrFjx1CpVDRs2BBHR8fcvci3gKIo+Pv7s2XLFjw9Pdm6dStr165l4cKFhIWFARnJ3b59+9K9e3fS0tIYP348ixcvRlEUChUqxOjRoxk8eHC+mW75OpLXHSEMkx+TQXnprUgGQcYw6Ro1anDt2jVatGjBxo0b5Y2meOvImwshsi8v4+bmzZscOXKEI0eOcPnyZXx9fenevTulS5fO9bbDw8P1yZ/9+/dz+/btTPtNTU2pWbMm1atXp1KlSlSqVImSJUvK35a3mKIobNy4kXHjxnHt2rUs+21tbdFoNNy/f58yZcqwc+fOJxZlTk1NZerUqUydOlU/Gmj27Nl88MEH8ib+Fbh//z5VqlTh3r17mbY/XpHucV0lc3NzjIyMePToEQDt27dnypQpMiUsB8j7NSEM8yYmg4KCgpg8eTJr167N8XPn26Xls8vKyopff/2VevXqsW3bNmbNmsWwYcPyultCCCEE6enphIaGEhwczPnz5wkODiYwMDBLAmb//v1MmzaN2rVr06NHD/z9/bGwsMh2e5cuXWLq1KmcOnWK4sWLU6pUKUqXLo2FhQWHDx8mICCA69evZ3qMsbExvr6+1K9fHz8/P3x9feWTf5GJSqXC39+fVq1asWjRIiZNmkR0dDQ+Pj707duXDz74gNu3b9OsWTOuXLlCo0aN2LFjh37FFMg6GqhNmzbMmTNHRv28Qg4ODixcuJDWrVsDGSus9e3bV1+H6tdff+XHH3/k0qVLQMZIr++//566devmWZ+FECI/27t3L/v378fY2Jju3btTvHhxrly5wsSJE9mxYwcNGzbMlXbfmpFBjy1atIj+/fuj0WjYu3evrDAm3irySVP+dPPmTb799lsOHTqEt7c3DRs2pFGjRjg7O+d1194KhsTN/fv3SUlJwcXFJcso1KioKH3C5/Ht0qVLT1waXaPR4O3tTa1atShTpgxbtmxh9+7d6HQ6IGNaVrt27ejRo4f+H7FTp06xdetWdu7ciUqlon79+jRo0IA6depw8+ZNJk+ezLp163jey79Go6Fq1ar65E+tWrUoVKjQC12/EABxcXGcPHmS+vXrZ4qd8PBw3nnnHcLCwnBxccHLy4vbt28TERGhH2Uio4Hy3rFjxzA2NqZKlSpZfgaKohAQEEBUVBTt2rXDyOit+Xz5lZD3a0IYJj+ODFqxYgWDBg3CxsaGR48eYWtryzfffMOoUaNo27Ytn376qb72Xk5765JBiqLQo0cP1qxZg6urKydOnMDBwSGXeizE60XeXOQvN27cYPr06Sxbtoy0tLQs+z09PWncuDGNGjWibt26L1yXRWRPduLm5MmTzJo1i40bN6LT6TA1NaV48eK4u7uTlpZGcHBwlqkXjxUqVIjy5cvj5eVFhQoV8PLywsfHJ8vPNSIiglWrVrFs2TKuXr2q3168eHESExOzFNV9zNjYmPT0dH0S6L333qNXr15ERUVx9epVrl69ysOHD6lWrRp+fn7Url3boFFHQjz2rNiJiIigWbNmhISEZHmcv78/s2fPfm5NISHeVPJ+TQjD5MdkUO3atenQoQMDBw7kjz/+oGfPnlStWpWlS5c+cSp1TnrrkkEA8fHx1KxZk5CQEJo0acLmzZulfpB4K8ibi/xBURS++uorpk2bRnp6OgB+fn706tWL8+fPs3fvXs6ePZtpZIexsTE1atTgu+++w9vbO496/mZ6XtzodDq2bNnC999/z6FDh/TbNRoNWq02y/EqlYqSJUtSoUIFfdLHy8sLd3f3bL0WKYrC8ePHWbZsGevWrSMuLg7IWK69SZMmNG/eHCMjI/bt28e+ffu4efMmkJEEGjt2LJUrV87uUyFEtjwvdh4+fMj69esxMTHB1dUVV1dXihQpgqWlZR70VojXh7xfE8Iw+TEZ5OrqytGjRylatCiKouDo6Mgff/xBjRo1cr3ttzIZBHD+/Hlq165NUlISEyZMYMyYMTncWyFeP/LmIn8YP348U6ZMAaBx48aMGTOGOnXqZDrmwYMH7Nu3jz///JO9e/fq67uUK1eOwMDA1+6FLq/Ex8fz/fffY2RkRM+ePXFycspyTGJiIg8fPsTV1TXL83b27FkWLFjAnj17qFu3Lp07d6Zhw4YYGRmRmJjIypUrmT17tn6EjpGRER07dmTQoEGUL1+eW7ducf36dcLCwlCr1Xh5eeHp6YmZmVmOXmdiYiJ79uzB0tKS2rVrY2xsnGn/45WX1Gp1pvosQuQmec0RwjASO0IYJj8mg2xtbQkJCdHPVnJzc+PgwYOv5P3aW5sMAli+fDkfffQRarWa7du306BBgxzsrRCvH3lz8fqbOnUqX375JQCzZs2if//+L/S4kJAQfH19SUxMZO/evVLIE9i6dSuDBg3Sj4gxNjbG39+f/v374+7uzrZt2/jf//7H3r17SUpKwsnJiVq1alG7dm0sLS35+eefOXbsWJbzOjo60qhRI3bu3MmDBw+AjEUKPv74Y/r375/rQ3qFyC/kNUcIw0jsCGGY/JoMGjt2rL4swIQJExgwYAB2dnaZjvvkk09yvO23OhkE8PHHH7Ns2TIcHR3ZvHkznp6emJiY5FCP/5GUlMTu3btp1qxZrpxfiBchby5eL4qiZHpBmj17NiNGjABgypQp2V7xsG/fvvz888+0b9+elStXZrs/Z8+e5dy5c5QrV44KFSrk22LBd+7cYejQoWzcuBGAYsWK4ezs/MTEzmMqleqJBZWNjY1p06YN1atXJzQ0lPXr1+sTQJBRp2fAgAH07NlT6usI8R/ymiOEYSR2hDBMfkwGVaxY8bl9UqlUBAYG5njbb30yKDExkdq1a3PhwgUgo8ZDiRIlKF26NEOHDqV+/fo50XW6devG2rVr6dSpE8uWLcuRcwqRXfLmIu9ptVp+/fVXJk+ezO3bt/V1MiwtLdm6dSsAX375JePGjcv2uc+ePYuvry/GxsaEhYW98FLM165dY9y4cWzYsEG/Ta1W4+HhQaVKlfD29tbf//dTiv9KSUkhMDCQo0ePcuzYMU6fPk21atX45Zdfci0RnpqaysmTJ9m3bx8BAQEcPXqU1NRUNBoNgwcPZty4cZiZmXH27Fnmzp3L2rVrSUlJwdvbm/fee49WrVpRpkwZTp8+zeHDhzly5Ah37tyhbdu29O7dGwcHB33c6HQ6du3axYEDB6hatSpt27aVVXSEeAp5zRHCMBI7QhgmPyaD8tJbnwwCCA0NpW/fvpw+fZr4+Hj9dgsLCy5fvvxCq43dvXuXO3fuUKVKlSz7AgICaNKkif77JUuW0LVr15futxDZJW8u8o6iKOzcuZOxY8cSHBz81ONGjBjBN998Y/ALVZ06dThx4gRfffUVo0ePfuax0dHRTJ48mZ9++om0tDRUKhW+vr5cu3aN+/fvP/ExRYoUoVKlSvrkUJkyZQgJCeH48eMcPXqUM2fOkJKSkuVxbdu2ZdWqVTmSOElPT+fMmTPs37+f/fv3c+TIERITEzMdU716debOnUulSpWyPD4mJkY/LexFSNwIYRiJHSEMI7EjhGEkGZQ9kgz6z/kjIyO5evUqw4cPJygoiEGDBjFjxoxnPi4lJYXKlSsTGhrKwoUL6dmzp35fWloa1atX58KFCxQvXpwbN25gbm7OiRMnKFWqVI71XYgXIW8uXq2YmBh9kmTPnj0cP34cyKgvM3LkSNq2bcu9e/e4ffs2ERERuLu707p165d6kVqxYgUffvghRYsWJSQk5Ik/56SkJH788UemT59OTEwMAE2bNmXy5MlUrFhR/7cwKCiIwMBAAgMDOXfuHNeuXXuhPtjb2+Pr60vNmjWxtbVl8ODBpKam0r17dxYuXJhpxaygoCDi4+OpXbv2c88bHx/Pt99+y9y5c/X9fszBwYF69erRoEED6tevT5kyZXLsxV7iRgjDSOwIYRiJHSEMkx+TQUlJSQQEBNCsWTMAJk6cSGpqqn6/Wq1m7NixFChQIMfblrHt/6JSqXBxccHFxYUpU6bQokUL5s+fz4ABAyhatOhTH/fDDz8QGhoKoC9MWq9ePQAWLFjAhQsXsLOz4/Dhw3To0IFDhw7RvXt39u/fL/WDhHhDKIpCWFiYfnrUkSNHuHDhQqY6NCYmJvTv359Ro0Zha2sLkONJ4Q8++IARI0Zw8+ZNduzYQcuWLfX7dDodq1atYsKECdy6dQuASpUqMWXKFBo3bqw/7t9/C5s3b67fHhMTQ3BwsD5BFBQUxJUrVyhZsiQ1a9akRo0a1KhRg1KlSmV6obW3t6dTp04sX74cCwsLZsyYwR9//MGcOXM4fPgwkFE4e+jQoU+8Jq1Wy7Jly5gwYQJ3794FwNramnr16uHn54efnx/ly5d/7V7chRBCCCFE/rRo0SLmzJlDVFQUFSpUYNq0afj4+Dz1+Pnz57NkyRJu376Nra0trVu35ssvv3xuEmf16tXs2rVLnwxavHgxZcuW1T/u6tWrODs7069fv5y7uL/JyKBntNWsWTP27dtHjx49WLRo0ROPi4yMpHz58sTHx+Ph4UFISAi2trYcOnQICwsLypcvT2xsLPPnz+fDDz/k5s2bVK1alUePHjF8+HAmT56cK/0X4knkkybDxMfHc+7cOSwsLLCzs9PXzTl79ixHjx7lyJEjHDt2jHv37mV5rLu7OzVr1qRmzZo0b94cNze3XO/vqFGjmDVrFs2aNeOPP/4AYO/evYwePZqgoCAgY9nKCRMm0KVLl0wjdXLLypUr6d27NwB2dnb6IswajQatVgvAN998w8iRIzM9bs+ePYwcOZLz588DULJkSb755hvatGnzyn6HJW6EMIzEjhCGkdgRwjA5NTJo48aN9O3bl5kzZ+Lj48OCBQvYtGkTJ0+efGIJmd9++40BAwYwZ84cfH19CQ0NpX///rRr145JkyY9s63mzZszcOBA/Qew/11afu3atfz888/s2rUrG8/Ei8n9/wDyKZVKxTfffANkTLu4ePHiE4/78ssviY+Pp1q1ahw7doxq1arx8OFD2rRpw+DBg4mNjcXHx0c/daxo0aIsWLAAgO+++45Nmza9issRQhggLS2N+fPn4+HhgZ+fHz4+PhQvXhwLCwusrKyoV68eo0aN4n//+x/37t3D2NgYX19fhgwZwtq1a7l58yaXL19m6dKl9OnT55UkggA++ugjAHbu3MmWLVto1aoVzZs3JygoCEtLSyZNmsT58+fp1q3bK0kEAXTt2pUffvgBgAcPHmBvb8/o0aO5du0aX375JQDjxo3TJ8gvXLjAe++9R4sWLTh//jzW1tbMmDGDwMBA/P395c2xEEIIIYTIFfPmzaN79+506dKFsmXLMnPmTAoVKvTU1XpPnDiBr68vH3zwAUWLFqVhw4b4+/tz+vTp57Z1/fp1ypcvr//e1NQ00/tzHx8fLl++/PIX9QT5cprY40+RH9/nlipVqtC6dWv+97//8cUXX7Bu3bpM+8+cOcPy5csBmDFjBgUKFGDt2rXUrVuXK1eucOXKFQBmzpyZqb+tW7fmww8/1C8B3adPHyZNmoS5uXmuXo8Qryp28jtFUdi8eTPjxo3j6tWrQEZNGkVRePjwITqdDp1Oh729vX5qVM2aNalSpUqWoaB58Vy7u7vTuHFj9uzZQ7t27YCMJdL79OnD6NGjsbe3z5O+ffzxxzg7OxMbG0vbtm0pWLAgAJ9//jkajYbx48czYcIE9u3bx8GDB9HpdBgZGfHJJ5/w+eef60dkvep+S9wIYRiJHSEMI7EjhGGeFjuPJ0PFxsZmGhlkamqKqalppmNTU1MJDAxkyJAh+m1qtZr69etz8uTJJ7ZbvXp11q1bx+nTp/Hx8eHGjRvs3r2b9u3bP7fPMTExmRZfeVx+5jGdTpephlBOypfJoLCwMCDrE5UbevTowebNm9m8eTO//fYbFStWBDJ+ofr374+iKLRs2RJra2tCQkKAjBE/vXr1IikpidatW2NlZaXf99gnn3xCQkICa9asYeHChWzfvp2vvvqKypUr5/o1CfEqYie/Cg4OZtasWZw5cwYAGxsb+vbtS9u2bTE2Nkan0xEfH09SUhKFCxfO9IISHh6eV93OolWrVuzZsweAJk2aMHDgQNzc3Hjw4IF+ilZeKF26NAA3b97MtL1169b89ddffP/99wQEBADQsGFDBg0aRLFixYiOjiY6OvqV9/ffJG6EMIzEjhCGkdgRwjD/jR2VSkWxYsWoUKFCptXDR40alWX13QcPHqDVarNMB3NwcNB/SPxfH3zwAQ8fPqR58+YoikJ6ejq9evVi2LBhz+2ri4sLly5d0r9H/q8LFy7g4uLy3PMYIl/WDNJoNFy7do1SpUq9kqkCn376KcuWLaNIkSI0atQIT09PEhMTmThxIoUKFeLcuXO4urpmesyhQ4dYv34948ePx8bG5qnn3rdvH3369OH27duoVCpmz57Nxx9/nNuXJN5SWq2W0NDQVxY7r4OEhARWr15NwYIFady4MY6Ojk887saNG3z55Zf89ttvABQoUIBBgwYxdOhQLC0tX2WXc8zWrVtxdnamSpUqed2VF/bLL7+wbds2Bg4cSJ06dfK6O8DbGTdC5ASJHSEMI7EjhGGeFjuKouhH1zxvZFBkZCSenp7s3LmT6tWr67d/+eWXHDlyRP9h678dOnSIDz/8kLFjx+Lj48P169cZPXo0PXr0YMSIEc/s8+jRowkICGDfvn1ZZhgkJSXRsGFD6tevz9SpU1/8iXhB+TIZ9CoKSP/brVu3qF69+hM/TZ8wYQJjxox5qfPHxMQwePBgVq1ahaOjI+Hh4a+sjod4u7yJBQnj4uL43//+R/369bPU5Dl+/Di9evXK9OlA5cqVadq0Ka6urkRHR/PgwQMiIyPZsmULqampqFQqunbtysSJEylSpMirvhzxGnoT40aIV0FiRwjDSOwIYZicKCCdmpqKi4sLy5Yty7Qqb9++fYmJieHXX3/N8pjmzZtTtWpVvv76a/22tWvXMmTIEG7fvv3M/+2joqKoV68exsbGfPzxx/qVhq9evcqiRYvQarUEBARQuHDhF34eXlS+nCb2qrm5uREUFMTBgwe5cOECFy5c4Pz587i5uWWaS2goKysrfvrpJzZv3sy9e/c4depUpiykEDlBp9Oxbds2tFotHh4eed2dHJGWlkabNm04ePAgGo2G9957j379+lGzZk2++eYbpk+fjk6no0iRIhQuXJgzZ85w9uxZzp49+8TzNWrUiClTpuDt7f1qL0QIIYQQQgiR50xMTPD29iYgIECfDNLpdBw4cEC/SMt/JSUlZUn4PE5GPW/sTeHChdm5cyfDhg1j4sSJ+uNVKhUNGjTg22+/zZVEEEgy6IUVLlwYf39//P39c+X8JiYmNGnShA0bNrBlyxZJBokcpSgKw4YNY+7cuUDG6JiePXvSsWPHZ05jfBmPV+KaOXMmDx8+RKvVotPpUBSF5s2bs2jRIn0hY0MNHTqUgwcPYmxsTFpaGr///ju///47lpaWxMbGAtC5c2e+//57rK2tuXfvHrt372bPnj0kJSVhb2+vXyq+cuXK1K1b94WWmxRCCCGEEEK8mfr160e/fv2oXLkyVapUYf78+SQkJNClSxcgo4yMs7Mz48ePB6BZs2bMmzePihUrUrVqVcLCwpg8eTLNmjV7odF9xYoVY/369fz111/6+sju7u659n/aY5IMeo20aNGCDRs2sHXrVr766qu87o54g4wfP565c+eiUqkwMjLSj44ZOXIk/fv3Z8qUKTmaBNm1axfDhg3LUjj9sa1bt+Lr68uaNWuoVq2aQW0sWrSIn376CZVKxdq1aylRogTz589n5cqVxMbGYmdnx48//pgpgevo6EjXrl3p2rWrQW0KIYQQQggh3mzt2rUjOjqayZMnExUVhZeXF+vXr9eP0Pnv1K/hw4ejUqmYNGkSkZGR2NnZ0axZM7744otstatWq/XnfRVlY6Rm0GskOjqaIkWKoNPpuHr1KsWKFcu0f+XKleh0Orp3755HPRT50YwZMxg7diwAP/zwAxUrVuTUqVMsW7aM4OBgAEaMGMGkSZNeuq3Q0FBGjBjB1q1bAbC3t+frr7+mSZMm+j9uERER9OzZk6tXr2JiYsLMmTP5+OOPs5WMOnToEE2bNiU9PZ2vvvoq0yoAjx49Yvfu3dSrV++pxaKFyA6p3SCEYSR2hDCMxI4QhsmJmkF54ebNmwwfPpw///wz0zSxRo0aMWPGDIoWLZor7Uoy6DXj5+fHkSNHmD17Nn379tVvP3v2LL6+vgAcPXoUHx+fvOqiMEBsbCwLFy6kQYMGufKzS09PZ9GiRWzcuJEiRYrg7e1NpUqVCA4O1i9pOHnyZIYMGaL/A6lWq1m6dCmffvopAN9++y0DBw58ZjuRkZFcv36dypUrU7BgQf32uLg4pkyZwg8//EBqaipGRkb069ePcePGYW1tneU8sbGxfPjhh/zvf/8DoGvXrvz4448UKlTome0nJiZy5swZOnTowP3793n//fdZtWrVa/lHXbw55E25EIaR2BHCMBI7QhgmPyaDbt++TaNGjTAyMuLDDz/U13a9fPkyS5YsQavVsnfv3iyrl+cEmSb2mmnZsiVHjhxh27ZtmZJB/15KbtKkSWzcuDEvuicMkJSURNu2bfVFjidOnMjw4cNzbOjf3r17GTZsGBcvXtRvW7VqVaZjRo8ezfDhw9FqtfptKpWK3r17Ex0dzbhx4xg+fDj29vZ07tw502NTUlLYvHkzK1asYOfOneh0OgoUKEDdunVp2rQp5ubmfPXVV0RGRgLQtGlTZsyYQbly5Z7aZ0tLS9atW8fMmTMZO3YsK1euJCgoiHXr1lGyZEn9cVqtlvXr17NlyxYCAwO5evUqOp0OgEqVKrFo0aLX7g+6EEIIIYQQQryIadOmUapUKTZs2JBpafmWLVvSr18/3n//faZNm8YPP/yQ423LyKDXzMWLF/H29sbExIS7d+9ibm6u3wYZ/8ArisLJkyepVKlS3nb2LTZjxgx27tzJrFmz8PLyeupx6enptG/fni1btmBkZER6ejoADRs2ZOnSpTg7Oxvch9DQUEaOHMmWLVsAsLOzY9iwYaSkpBAUFERQUBDXr19n8ODBTJs2DZVK9cRsuaIojBgxgh9++AEjIyMmT56MVqvl9u3b3Lp1i4MHD/LXX3/p27Wzs+PBgwdZ+lOyZElmzJhBy5Yts5WgCQgIoEuXLkRFRWFlZcXSpUt55513WL16NVOnTs20LDxkFHOvWbMmM2fOzLKUvBC5QT6hFcIwEjtCGEZiRwjD5MeRQZ6envz888/UrFnzifsPHz7MRx99xKVLl3K8bRkZ9JopV64c7u7uhIWFsWfPHtq0acP06dMBaNOmDcbGxvz2229MmTKFNWvW5HFv306LFy/W1+Bp0KAB69ato2HDhlmOUxSFvn37smXLFkxNTdm6dSthYWEMHjyYP//8Ex8fH1asWEGjRo2y1X5sbKx+SlZaWhoajUY/Jeu/FefT09MxMnp2mKtUKqZPn879+/dZvXo1I0eOzHJMkSJF6NKlC926daN06dJcunSJXbt2sXv3bm7cuEHPnj0ZOHAgpqam2boWgPr163P8+HE6d+7M0aNHadeuHc7OzvqRRra2tnz88cfUrl0bb29vnJycst2GEEIIIYQQQrxuHjx48MyaQMWLF8/0wXxOkmTQa0alUtGyZUvmzJnD1q1b8fLy0id9Pv/8c30y6Pfff+fixYt4enrmcY/fLvv27dPX1XFzc+PWrVu0atWKn376KcsKVWPGjGHZsmWo1WpWrVpFvXr1qFevHjVq1KBr166cO3cOf39/Dh48+MTRRYqiEB8fD/wzImzDhg188cUX3Lt3D8iYkjV9+vSn/h48LxH0mFqtZtGiRZiZmXH58mWKFClCkSJFcHNzo1y5ctStWzdTdt3T0xNPT08GDx78Qud/HldXV3bv3s3o0aP58ccfiYyMpHDhwgwZMoQ+ffpgYWGRI+0IIYQQQgghxOvC0dGRkJCQp9YEunTpkn4Vs5wmyaDX0ONk0Pbt21GpVOh0Opo3b07lypWBjBFCmzZtYurUqSxfvjyPe/vm0el0bN68mcTERN599119IuLKlSt06NCB9PR0OnbsyMKFC/noo49Yt24dvXv35sKFC1haWnLmzBnOnj3LzZs3AViwYAHvvfee/vxly5bl0KFDtG3blr1799K+fXuOHj2aqdByeHg4H3zwAYGBgU/sY6lSpfj2229p3rx5jg11NDExYd68eTlyLkPbnzlzJk2aNCEyMpKOHTs+t6C0EEIIIYQQQuRXLVu25IsvvqBixYrY29tn2nf//n0mTJhAy5Ytc6VtqRn0GkpNTcXFxYXY2Fj9tgMHDlCjRg3gn5XF1Go1wcHBlC5dOq+6+sY5d+4cn332GceOHQOgUKFCtGvXjg8++IBhw4YRGhqKr68vu3fvpkCBAuh0OsaOHct3332X5VwajYapU6cyaNCgJ7b14MEDatSoQXh4OM2bN+f333/X/0xbtWrFnTt3sjzG2tqazz//nP79+2NiYpLt65M56EJkn8SNEIaR2BHCMBI7QhgmP9YMevToEY0bNyYqKooPPviAMmXKoCgKISEhbNiwgcKFC7N79+4s5UBygowMeg2ZmJjQtGlT1q9fD2TUpXmcCAKoXLkyLVq0YNu2bUybNo3FixfnVVffGPHx8XzzzTfMnj0brVaLubk5Tk5OhIaGsnLlSlauXAlA0aJFWb9+vb7Su1qtZsqUKZQpU4bly5fj5uZGlSpVqFy5MpUqVXrisuqP2dnZsW7dOurXr8/27dv5+uuvadCgAf7+/sTExFC+fHl+//13HB0deZyzNTU1lTcFQgghhBBCCPEGsLa2Zs+ePXz11Vds3LiRmJgYAKysrPD39+fLL7/MlUQQyMig19aqVavo1asXALt27cLPzy/T/pMnT1K7dm00Gg3Xrl3DxcUlD3r5Zrhz5w4NGjTg+vXrALRt25bvvvsOV1dXTpw4wfLly1m3bh1qtZrdu3dTsWLFHG1/5cqV9O7dG8hIBKamplKnTh02bNiQ44EvnzQJkX0SN0IYRmJHCMNI7AhhmPw4MujfFEUhOjoaAHt7e1QqFffv32f58uUMGzYsx9tT5/gZRY5o1aoVXl5etG/fnvr162fZX61aNXx8fNBqtezbty8Pevhm0Gq19OjRg+vXr+Pm5samTZtYu3YtRYoUQaVS4evry9y5c4mIiCAsLCzHE0EAXbt2pV+/fkDGFME2bdqwbdu2XMsACyGEEEIIIYR4vahUKhwcHHBwcNAnre7evcvkyZNzpT2ZJvaasrS05PTp0888pn79+pw+fZpDhw7RpUuXV9SzN8vkyZMJCAjAzMyM7du3U6ZMmSceZ2JiYlCNnhc1Y8YMTE1Nsba2ZuTIkfIpkBBCCCGEEEKIXCMjg/KxunXrAnDw4MEn7l+5ciVubm6cOnXqVXYr3wgICGDSpEkA/Pjjj09NBL0KxsbGTJs2jc8//1wSQUIIIYQQQgghcpUkg/KxWrVqoVKpuHLlCvfu3cuyf9asWdy7d09f/Fj84/79+3Tv3h2dTkePHj1kZJUQQgghhBBCiLeGTBPLx2xsbPDy8uLcuXMcPHiQ999/X78vPDyc4OBgIKPY9NtMURRCQ0OJjo4mISGBhIQEfvrpJyIjIylbtizff/99XndRCCGEEEIIIcRbZuzYsc/c/7igdG6QZFA+V7duXc6dO8ehQ4cyJYO2b9+u/zooKIiUlBRMTU3zoot5btWqVfrVuv6tQIECrFq1CjMzszzolRBCCCGEEEKIt9m5c+eee0ytWrVypW1JBuVzderUYe7cuVnqBm3btk3/dWpqKsHBwVStWvVVd88gSUlJmJqaolbnzCzG+fPnA+Di4oKdnR1mZmZYWloycOBAvLy8cqQNIYQQQgghhBAiOzZv3pxnbUvNoHyuTp06AJw/f56HDx8CkJCQoF9u3t3dHXh9poqFhYXRtGlT1q9f/8T9V65coXTp0pQqVYrff/8dRVFeqr2LFy9y8uRJjIyMOHHiBKdPn+bAgQNs2bKFpk2bvtS5hRBCCCGEEEKI/EhGBuVzjo6OeHh4EBISwuHDh2nVqhV//vknKSkplChRgk6dOjFp0iROnjxJ375987q7fP311+zfv5/Dhw/j6upKzZo19fsSExPp0KEDUVFRAHTo0IEWLVowa9YsSpQoYVB7K1asAKBZs2YULlz45S9ACCGEEEIIIYTIAdOnT3+h40aOHJnjbUsy6A1Qt25dQkJCOHToEK1atWLr1q0AtGjRgmrVqgGvx8igu3fvsm7dOgDS0tLo0KEDR48exdXVFUVRGDBgABcuXMDR0ZEuXbowZ84ctm3bxr59+/jmm28YMGBAttpLT0/n119/BaBHjx45fj1CCCGEEEIIIYShpk6dirOzM/b29k+dFaNSqXIlGSTTxN4Aj6eKHTx4EJ1Opy8e3bJlS32doJCQEGJiYvKsjwCLFy8mLS2NKlWqUKFCBe7evUv79u1JTk7ml19+YcWKFajValauXMnUqVM5ffo09evXJykpiWHDhnHkyJFstbdnzx4iIyOxt7enefPmuXRVQgghhBBCCCFE9jVu3JiHDx9SpEgRRo8ezf79+zlw4ECmW0BAQK60LcmgN0DdunUBOHv2LAcPHiQyMhJzc3Pq1q1L4cKFKV68OACnT5/Osz6mpqaycOFCAAYPHsz69euxtbXl5MmTtG/fnoEDBwIwceJE6tevD0DZsmXZtWuXflTP2LFjs1VDaNmyZQB06tQJExOTnLwcIYQQQgghhBDipaxbt44zZ87g4+PD+PHj8fT0ZPz48Vy9ejXX25Zk0BvAzc2N4sWLo9Vq+fLLL4GMDOPjpeQfjw560lSxoKAgEhIScr2PGzZs4O7du7i4uODv74+7uzurVq1CrVazY8cOUlJSaNGiBSNGjMj0OJVKxYQJEyhQoACHDx9mx44dL9Tew4cP9ZXZu3XrluPXI4QQQgghhBBCvCxnZ2eGDh3KyZMn+fnnn4mOjqZRo0a88847JCUl5Vq7kgx6QzweHXT06FEgY4rYY0+rG7RhwwaqVav2SpIlP/74IwB9+vTB2NgYgEaNGjFt2jQAihUrxpIlS564nLyrqyv9+vUDYNy4ceh0ukz7//zzT0aMGMG1a9f029atW0dqaioVK1bE29s7Ny5JCCGEEEIIIYTIMVWqVKFu3bqUKVOG4OBg0tLScq0tSQa9IR4ngyBjNE2zZs303z9OBp06dUq/TVEUJk+eDMCWLVsIDAzMtb6dOHGCkydPYmJiwkcffZRp38CBAzl48CDHjx/H1tb2qecYOXIkVlZWBAcHs3btWv32VatW0bJlS2bPno23tzcTJkwgMTGR5cuXA9C9e/fcuSghhBBCCCGEEG+kRYsWUbFiRZycnGjcuPFzS67ExMQwfPhwypYti6OjI1WrVmXXrl0v3N6JEycYNGgQHh4eLFy4kI4dO3Lp0iUsLS1f9lKeSpJBb4jHRaQhI/nj6Oio/75y5cqo1Wru3LlDREQEADt37iQ4OFh/zIwZM3Ktb49HBXXo0CHL8u4qlQpfX99nJoIAbG1tGTZsGJBRVyg1NZX58+fTq1cvtFotxYsXJyUlhcmTJ1O+fHlOnTqFkZERnTp1yp2LEkIIIYQQQgjxxtm4cSPjxo1j1KhR7N+/nwoVKuDv78/9+/efeHxqaipt27bl5s2b/PLLL5w8eZLZs2fj7Oz83LZmz55NjRo16NKlC2ZmZmzbto0///yTjz76CCsrq5y+tExkafk3RMmSJXF2diYyMpIWLVpk2mdmZkb58uUJDg7m1KlTuLq68u233wLQrFkzduzYwYYNG5g4cSKlSpXK0X7duXOH9evXA/DZZ5+91LkGDBjA3LlzCQsL491332X//v0A9O/fn++++45NmzYxYsQIbt26BUCLFi1wcHB4qTaFEEIIIYQQQrw95s2bR/fu3enSpQsAM2fOZNeuXaxcuZIhQ4ZkOX7lypX89ddf7Ny5U18SpWjRoi/U1sSJEylSpAht2rRBpVKxevXqJx43adIkA6/m6fJlMkir1Wa6FxkGDx7MqlWr6NKlS5bnpmrVqgQHB3PixAkKFy7MgQMHMDY2Zs6cOQwYMIAdO3Ywc+ZM5syZk2P9OXPmDAMGDCA9PZ1atWpRsWLFl/qZFShQgNGjRzNkyBB9ImjMmDGMGzcORVFo3bo1jRs3ZsaMGezevZsxY8bI78h/SOwIkX0SN0IYRmJHCMNI7AhhmKfFzuMVqWNjY1GpVPrtpqam+kWXHktNTSUwMDBT0ketVlO/fv0nLsgEsH37dqpVq8aIESPYtm0bdnZ2vP/++wwePBiNRvPMPteqVQuVSsXly5efesy/+5yTVEp21urOY4qiEBsbS3h4eLaWGBcZxaK//vprfH19MTc3Z+/evbz33nt89dVXnDlzht69e2NsbMy2bdteejRNbGwsP/74I7/99huKomBubs6cOXOoXLnyS19HWloa7du35/r16wwfPpyuXbu+9DmFEEIIIYQQQryZVCoVxYoVo0KFCsTHx+u3jxo1itGjR2c6NjIyEk9PT3bu3En16tX127/88kuOHDnCnj17spy/evXq3Lx5kw8++IAPP/yQsLAwhg8fzieffMKoUaNy78JeUr4cGeTu7s61a9coVarUczNtIsO7777L119/TVBQECkpKUDGkDQPDw88PDxYtGgRR48eZfv27S81BO3IkSN06tSJqKgoADp27MjkyZNfaL7kizp69CgPHz6kRIkSOXbOt4VWqyU0NFRiR4hskLgRwjASO0IYRmJHCMM8LXYURSE1NZXz589nGRmUE3Q6Hfb29nz//fdoNBq8vQDXak0AADRcSURBVL2JjIxkzpw5kgzKaY9/sBqNRv5AviAvLy8KFixIUlISkJEcKl++vH7/yJEjadu2LYsWLWL06NFYW1sb1M7YsWOJioqibNmy/PDDD/j5+eVA7zOztbV9bsFp8WwSO0Jkn8SNEIaR2BHCMBI7Qhjmv7HzeFaRpaXlc6dc2dnZodFoshSLvn//fpbFkB5zdHTE2Ng4U5tlypTh3r17pKamYmJi8tT2unXr9sTtlpaWlCxZku7du2Nvb//MPhtKVhN7SxgZGVGlShX998OHD8+0v3nz5pQvX564uDg6d+5M165deeedd6hcuTKfffbZC03Le/jwISdOnABg69atuZIIEkIIIYQQQgghcoOJiQne3t4EBATot+l0Og4cOEC1atWe+BhfX1/CwsLQ6XT6bdeuXcPJyemZiSDISPo86RYTE8Py5cupVq0aFy9ezJmL+498OTJIGKZ69eocPnyYWrVqUatWrUz71Go1I0aMoGfPnlnmQV64cIG2bdvSqFGjZ55/79696HQ6PD09cXNzy/H+CyGEEEIIIYQQualfv37069ePypUrU6VKFebPn09CQoJ+dbFPP/0UZ2dnxo8fD0Dv3r1ZvHgxo0ePpk+fPly7do2ZM2fSp0+f57Y1d+7cp+7T6XQMGjSIr776ijVr1uTMxf2LJIPeIoMHDyY+Pp6BAwc+cX/Hjh25e/cuDx48oHDhwjg4OLBjxw7WrFnD5MmTn5sM2rVrFwDvvPNOjvddCCGEEEIIIYTIbe3atSM6OprJkycTFRWFl5cX69ev108Tu337Nmr1P5OsihQpwvr16xk7dix16tTB2dmZTz75hMGDB79UP9RqNX369KF9+/YvdZ6nyZeriZmYmHDlyhU8PDxkHm0ui4iIwMPDg9TUVPbs2UO9evWeeJyiKBQvXpzIyEi2b9/+3MSRyBtarZaQkBCJHSGyQeJGCMNI7AhhGIkdIQzztNhRFIWkpKQXqhn0ugkLC6NBgwaEh4fn+LmlZpB4JldXV3r16gXA5MmTn3pccHAwkZGRFCpUiNq1a7+q7gkhhBBCCCGEEG+kffv2UapUqVw5t0wTE881fPhwfv75Z/7880+OHTtGjRo1shzzeIqYn58fBQoUeNVdFEIIIYQQQggh8pVt27Y9cXtsbCxBQUGsWLGC2bNn50rbkgwSz1WsWDG6devG0qVLmTx5Mn/88UeWYx4ng5o2bfqquyeEEEIIIYQQQuQ7Xbt2feJ2c3NzSpcuzezZs/H398+VtiUZJF7IyJEjWb58OTt27ODUqVNUrVpVvy8uLo7Dhw8DkgwSQgghhBBCCCFexMOHD/OsbakZJF5IyZIl6dSpE5C1dtD+/ftJS0ujZMmSuTafUQghhBBCCCGEeJMcOHCAGjVqEBsbm2VfTEwMNWvW5MiRI7nStiSDxAsbNWoUKpWKLVu28PPPP+u379y5E5BRQUIIIYQQQgghxIuaP38+3bt3x9LSMss+Kysrevbsybx583KlbUkGiRfm4eHBqFGjAOjXrx9r165FURSpFySEEEIIIYQQQmTT+fPnadSo0VP3N2jQgMDAwFxpW2oGiWyZOHEif/31Fz/99BO9evXizp073LhxAxMTE/z8/PK6e0IIIYQQQgghRL5w//59jI2Nn7rfyMiIBw8e5ErbMjJIZItKpWL27Nl07tyZ9PR0/UihunXrYmZmlse9E0IIIYQQQggh8gdnZ2cuXbr01P0XLlzA0dExV9qWZJDINrVazeLFi2nVqpV+m0wRE0IIIYQQQgghXlyTJk2YNGkSycnJWfYlJSUxZcoU3nnnnVxpW6aJCYMYGRmxatUqOnXqxNGjR/H398/rLgkhhBBCCCGEEPnG8OHD2bJlC1WrVuXjjz+mdOnSAFy5cuX/7d15QFTl+sDx7wyrCogbAiqbCwju4oIkhiLXDS0pzbxe17yWpZlLWmalmeZyTU3LJctcck8scccsFSUXEFSQRQEXRDbZ1zm/P7hzdNJ+98otEX0+/5SHmTOHYZ55n/c578LatWvR6XRMnjz5L3ltKQaJCjM3N+eHH36grKwMIyOjyr4cIYQQQgghhBCiyrCxsWH//v1MnjyZ2bNnoygKUL48S/fu3Vm0aBE2NjZ/yWtLMUj8z6QQJIQQQgghhBBCPDoHBwe2b99OVlYWCQkJKIpC48aNsba2/ktfV4pBQgghhBBCCCGEEJXI2tqadu3aPbbXkwWkhRBCCCGEEEIIIZ4hUgwSQgghhBBCCCGEeIZIMUgIIYQQQgghhBDiGVKl1gzSr6ytKAoajQZFUdRjQoj/TGJHiEcncSNExUjsCFExEjtCVMwfxc7v6wiinEapQt8wOp2OnJycyr4MIYQQQgghhBBCVCGWlpZotTI5Sq/KFYMAcnJyaNGiBVFRUVhZWVXyVQlRdWRnZ0vsCPGIJG6EqBiJHSEqRmJHiIr5o9i5v+QhxaB7qtQ0Mf0fTqPRkJubi0ajkWFeQjwCiR0hHp3EjRAVI7EjRMVI7AhRMX8UOxJHDydlMSGEEEIIIYQQQohniBSDhBBCCCGEEEIIIZ4hVbIYZGZmxrvvvouZmVllX4oQVYrEjhCPTuJGiIqR2BGiYiR2hKgYiZ1HU6UWkBZCCCGEEEIIIYQQ/5sqOTJICCGEEEIIIYQQQlSMFIOEEEIIIYQQQgghniFSDBJCCCGEEEIIIYR4hkgxSAghhBBCCCGEEOIZIsUgIYQQQgghhBBCiGeIFIOEEI+NbF4ohBBCCCGEEJXPuLIv4EmXl5fHrl272L9/P46OjgwZMoSWLVuiKAoajaayL0+IJ44+NnJycti1axc///wzbm5uDBkyBAcHB4kdIf6DlJQUfv75ZywtLenVqxdGRkYSN0L8B5KvCVFxt2/f5vDhwxgZGdGnTx+srKwkdoT4DzIyMggODub69eu8+eabWFhYVPYlPTKNIrfq/18ffvghBw8epGvXrly/fp0jR46wa9cuvL29K/vShHhiKYrCm2++yfnz5/Hy8uLixYvExcURHBxMs2bNKvvyhHhiLVmyhOXLl1O/fn0URcHa2pqtW7dSs2bNyr40IZ5okq8JUTGbNm3io48+om7dupiamlJQUMCOHTtwcHCo7EsT4olUVlZGcHAwy5cvJykpidTUVI4fP467u3tlX9ojk2liwG+//caWLVtITEw0OB4VFcXXX3/N9OnTWbBgAZs3b6Znz5589tlnXLp0qZKuVognx5kzZwgKCiI9Pd3g+JEjR/jpp59YsGABixcvZs+ePTg5OTFv3jxu3LhRSVcrxJMjKSmJsrIyg2OXL19m1apVfPrpp4SGhrJmzRqSk5P5+OOPycjIqKQrFeLJIfmaEBWXkJBAXl6ewbGbN2/y6aefMmnSJEJDQ9m8eTNmZma8//77JCUlVdKVCvHkeFhfx8jIiIKCAnr16sWOHTuwsbEhLCysEq+y4p6pYtD9g6Du3LnDp59+SosWLRgxYgTr1q0jICCADRs2UFJSAsCxY8dwd3enXbt26vPGjBlDSUkJBw4ceOzXL0RluT92rl+/zqxZs3Bzc2P48OEsWbKEPn36sH//fvUxR48epV27drRu3RoAU1NTxo0bR3JyMr/++usD5xTiaVdYWMiePXsIDAykcePGDBo0iHHjxhEZGak+Zu/evTRo0ICuXbsC0LJlSyZPnkxERAQnT54EJG7Es0HyNSH+d8XFxezbt49Bgwbh7OzM4MGDGTlyJL/88ov6mF9//ZVatWrRrVs3ABo0aMD06dO5ffu2Gjs6na5Srl+Ix+lR+zq9e/fmnXfeoUWLFnTo0IEjR45UxmX/z56JYlBmZiYXL140mPcaGhpKTEwMH3zwAeHh4ezcuRM/Pz++/fZbTp8+DUD16tW5efMmxsb3llZq1aoVDg4OamIuxNMsKyuLhIQEg9g5fPgwcXFxLFy4kAsXLvD999/j6urKokWLiIuLA8Da2pqUlBQsLS3V0Q9eXl5YWlpy5swZAJmHLp5qxcXFBv8+fPgw33zzDe7u7uzevZt58+Zx8eJFPvzwQ5KTk4HyhLugoAAbGxs1bnx9falevTqhoaGAxI14ukm+JkTFFRYWGvw7LCyM9evX4+zsTFBQEF9//TV5eXnMmzeP8+fPA5Cbm0teXh5WVlbq89q3b0/Dhg05duwYIO2OeLo9Sl9n8eLFXLt2DQBLS0v18T169CAsLIy7d+8+7sv/nz3VxaDTp0/z/PPP4+7uzujRo5k8eTIxMTEAODs789ZbbxEYGIiRkRGWlpa89dZb3L59W32+p6cnKSkpZGZmqsdq166Ni4sLmZmZD0yNEeJpERISgpeXFx4eHowaNYpPPvlEjY2WLVsyceJE+vbtC4CdnR1Tp04lLi5OTcTd3d25evUqubm5GBkZAeV3m+zs7EhNTSU7O7tyfjEh/kJJSUlMnTqV9u3bM3LkSPbs2aMm51qtlr59+/Luu+/SsmVLfH19Wb58OeHh4Wo8uLm5kZiYSGlpqRo3zs7O2Nvbk5SU9MDwfiGeFpKvCVExt27d4v3336d169YEBgayYcMGdVqxTqejd+/eTJ8+nVatWtGqVSuWLFlCSkoKt27dAqBdu3YkJydTUFCgntPW1pYmTZpw8+ZN7t69K8Ug8VSqaF/nYbp160ZaWhqxsbGP7fr/LE9NMUh/F1U/xOvu3bssX74cZ2dnLly4wLRp0wgLC2PGjBlA+R/Z09MTY2NjtNrytyElJYX09HSaNm0KQNOmTbG0tOTUqVMoiqKe28rKCo1GQ0pKyuP+NYX4y+g/37du3WLp0qV06tSJs2fP8uqrr7Jr1y7mzp0LlN8x6tSpE1qtVu2wRkdHY2xsTL169QBo1qwZWq1WvSOrj89atWqRk5MjnVrx1CkqKuLzzz8nIiKCGTNmYGtry9SpU1mxYgVQPpx4zJgxBjtNFBcXU1BQgL29PQBNmjShtLSUc+fOAffixsbGhvz8fOnQiqeC5GtC/O/0n/E1a9Zw/PhxPv74Y7y9vZk3bx6zZ88GoGvXrgwfPpxatWqpzzMyMuLGjRs0b94cKG93qlevrrY7+vPWrVsXY2NjWTdIPFUe1tc5c+bMf93XMTIyUvs693NycqJRo0YGUzCriiq7tXxaWhpBQUEEBQVRXFxMt27dePHFF3FzcwMgMTGR/fv3c+LECerVq8fAgQNp2LAhvXr14tSpU3Tu3PmBcy5evJghQ4ZQv359dDod5ubm+Pr6snv3bvr27Uv9+vUBKC0tJSsri8aNGz/W31mIP0NqaipBQUHs3bsXrVaLn58fL774InZ2dgDExMRw4sQJvvnmG2rXrs3YsWOpVasWb7zxBtOnT8fe3h6dTqcm5QArV65k9OjR1KhRAyhPzDt06MCWLVvo3r27OmLIyMiIzMxM7OzsHjiHEE+6pKQk9u3bR0pKCs8//zxdu3ZVP8MXL17k22+/5cCBA3To0IEBAwbg6OjIwoULee2117CyskKn06HRaNDpdBgZGbFmzRoCAgLUocaNGzemZcuW7NixA29vbzUBqVu3Ljdv3lRjVIiqRPI1ISouKSmJ4OBgrl27RpcuXejRowc1atRAo9EQFxfHV199xerVq+nXrx/9+/fHw8ODkSNH8vrrr+Pq6qp2fhVFQavVsm7dOnx8fNQOraWlJR07dmTPnj307t1b3bnSwsKCjIyMh3Z8hXjS/bd9nXXr1lGnTp0K9XXup9Fo6NatGyEhIbzzzjsAVaaf8+Rf4X2ioqLYu3cvmZmZjBs3jh07duDl5cXQoUPZs2cPI0eOVBc5u337NhYWFtSpUwcovxPVsWNHXF1d+eGHH9T1HPR3qA4dOkRycjKjRo0C7i2WNmrUKNLS0pg9eza5ublcv36dgwcP0rlzZ8zNzR/3WyDEI1MUhYiICE6cOEFiYiKvvfYaO3fupFOnTvTs2ZMVK1bw9ttvq4+PjY3FyckJU1NT9Zi/vz82NjZs374dKJ/yUlpaCsD3339PcXExf//739XXA/jnP//JqVOnWLhwITqdjri4OI4dO0b37t3VcwjxJCsqKiI5OZm0tDTeeOMNevXqxc6dO7lx4wavvfaaOnIBID4+HhsbG9q2bQuAiYkJgwcPxszMjB07dgDln3l9IejMmTNcuHCBoUOHYmxsjKIomJmZMWzYMA4cOMCePXsAyMnJ4eeff8bFxQUTE5PH/yYIUQGSrwlRMUVFRcTGxpKfn8/kyZPp27cvu3btIj8/n/fee4/Ro0erj01LS0On06mbDmi1WvVGxNatWyktLUWj0aiFoGvXrnHkyBGGDBmChYWFmseNGDGC6OhoNm3aBJQXUY8cOULt2rWxtbV9/G+CEI+oon0dMzMz9Zi+r3N/zvb7vs6wYcP+8Br8/Py4cOECmzZt4t1332Xz5s1/zS/7J6syI4NKSkr44osvsLGxoUmTJtjY2DBx4kRcXV2B8vni/v7+HDt2DF9fX/Ly8nBwcCA8PBw/Pz/KysowMjLib3/7G4cPHyY/Px9TU1N1a7g1a9bg4+NDixYtANSRDN7e3syYMYNZs2YREBBAfHw8bm5uvPvuu5X2XgjxKIqKipg6dSpDhw6luLgYV1dX3njjDZycnABwcXHhnXfe4fTp03Tq1ImioiJsbGyIiYmhffv26HQ6atasqVa8J06ciE6nw9jYmMzMTL755htefPFFGjVqBNxbaLBXr14kJSWxYsUKDh8+TGxsLB06dGDChAmV9VYI8V/Lz8/njTfeoHXr1nh6epKdnc2aNWvw9vZGp9Oxbt06/vWvf/Hqq6/SunVr0tPTcXJyIioqijZt2qAoCvXr18fHx4f9+/erHVf9aJ8VK1bQokULunXrZnD36JVXXuH8+fO8/fbbHD9+nIsXL5KRkcHGjRsr7b0Q4lFIviZExRQXFzNnzhyys7OZMGEC165dY+nSpepNtIMHDzJixAhCQ0Px8vIiPT0dFxcXwsPD6datG8XFxZiamtKzZ09+/vlnJkyYgLW1tdq+rFy5krp16xIYGIiiKGrs+Pv7ExcXx9y5c7l48SLXrl3j1q1brF27ttLeCyEexe/7Os2aNWP8+PEV7utMmDBB7etkZGSofZ2GDRs+8NqpqamsXbuW4OBgcnNzee+99/Dw8KBfv34oivLEr7n1RN2aj4yMZPny5axatUpd/AzK7/qYmJhw9epVmjdvjqurKytXrlQTCyiv3jVs2FBd+KlBgwbUqFGD8PBw4F4H1cfHh2vXrhlsH7d3716uXLnCnDlzgPI/6okTJ8jLy0Oj0RAQEMAPP/zAW2+9RXBwMAcPHnzoh0GIyhIZGcnGjRvVFe719MPn09PTsbe3x9fXlwULFuDk5KTeTTU3N6d27drk5+cD5ev95OXlPbAIWqdOnYiKigLujer57rvvKCgoYMqUKUB57Jw/f57CwkK0Wi3jxo1j06ZNjBkzhuDgYHbu3Im1tfVf+E4I8Wji4+MNFqKF8jtM1atX5/LlyzRv3py2bdvy2WefqYUgrVaLp6cnNjY2asw1bNiQoqIi4uPj1XNAeQdV3w7pjwUFBRESEsLSpUuB8njKzc2lrKwMMzMzFi9ezMKFC8nOzua5555j06ZNMs1FPFGio6MfukuXoiiSrwnxH6SlpT1wTFEUTE1NiY6Opn379jg6OrJs2TK1EATlO+S5uLhw8eJFoHwdRktLSy5cuADcix0/Pz/i4uIoKipSn3vq1Ck2btzIsmXL1MfevXuX0tJSTE1Nefvtt9m4cSPVqlWja9eubN26lXbt2v1l74EQjyoqKort27f/V32dhQsXVrivExkZCdzr62zYsOEP+zoAcXFxRERE4O/vz+nTp0lMTCQ4OJiuXbs+8YUgeEKKQcnJyQwePJgXXniBY8eOsXnzZl566SV1y1D9EK26dety9epVoHy4sKIo6s+io6MpKChQvzSbNWtGw4YNCQsLA1CH11tbW1NWVqYOO7558yazZ8+mXbt2zJ49G09PT9zc3Fi4cCF37txRr9HJyYmBAweqd6LuT06EqCxnzpzB39+fAQMGsHHjRgYNGsTq1aspKSkByhv7/Px8mjRpoi4CqNPpDBbYjIuLo6SkhE6dOgHlO0tYWlqqiwnqvwwtLS0xMzNTt028fPkyK1aswMvLi5kzZ6qx88UXXxhsrdiqVSuGDBkisSOeGGVlZWqi0Lt3b0aMGMGuXbvUaSj65KFBgwYkJiZiYWFBgwYNgHuf3+TkZO7cuaMmy23btsXExERNyvVxY29vT2FhobojS0ZGBl9++SVvvfUWFy5cYOrUqbi7uzNy5Ehu3LgBlI8eCgwM5KuvvmLGjBm4uLg8vjdHiPvc/31dWlrKpk2b6NmzJ126dGH27Nlcv37d4HH3Lz4r+ZoQ95w9e5Z33nkHR0dHxo4d+8Ci5vp2x8jIiMTERExMTNR2R982Xb16lczMTDw9PQFwdXXF1taWs2fPAvdip1GjRuTl5annzMvLY/HixQwbNoykpCSmTZtGixYtCAgI4MqVK+o1+Pr6smjRIqZPn64uzi5EZcrKymLp0qW0bduWgQMH8tVXXzFw4EDWrFmjxoVWq62Uvk5WVhYAXbp0YevWrcyaNUuNG327VxU81mJQUVGRQZVa78svvyQjI4NffvmFHTt2sGTJEqpVq8auXbsAMDU1JTMzk3r16qkLbRoZGaHRaNQhjkuWLOHFF1/ExsYGgJo1a+Ln50dYWJj6JQmwbds23Nzc1Os4ceIE169f59SpUyQmJjJt2jSuXbvG7t271aFlevf/UatCpU88PQoKCkhNTVX/rSgKOTk5fP755+rUlP379/PKK6+wbds21q9fD5R/TtPS0jAzM1NjQ6vVotFoMDIyorCwkGXLljFq1CiqV68OlCfxPj4+HDp0SE3moXw0g4eHh5pchISEkJaWxt69e4mPj2fatGlcvXqVr7/+Wl288/7r1ZPYEZXtwIED7Nq1i/nz5xMSEoKDgwMLFy5k27ZtQHn7cvPmTerVq6cuFKj/DOuneX311Vf07dtXnR7ZoEEDPD09OXbsmMH21qGhobi5uak76AUHBxMWFsann37K3//+d27evMmsWbP45ptvcHBwMLhORVHUeBPicSooKCApKcng+1pRFK5evUq3bt1488030Wq1JCQkqD+D8vZF8jUhyi1atEhdNyQoKIj09HR8fHwoLCxU86v725a8vDwcHR3VWLm/QASwevVq2rZtS5s2bQCoU6cOXbp0ISwszGDXr19//RUnJyeys7MBOHnyJEeOHGHNmjWMHDmS69evM3PmTPbu3Yu7u7vBNUu7IyrL/XUC/Wfwt99+48yZM0ycOJHw8HB++OEH/P39+e677zhx4oT63Mro69y/ntbv40bf7lUJyl8sPT1dWbt2reLn56c0a9ZMCQoKUhRFUUpLSxVFUZScnBxl+PDhyvDhw9Xn5ObmKj169FBWr16tHispKVF69uypHDx4UD2m0+kURVGUL774QunYsaOSnp5ucO6SkhJl2LBhioeHh/L5558rq1atUjp37qysXbvW4PpSUlIeuO6ysjL1/EJUhps3byqLFy9WOnfurDRp0kQZMGCA8q9//UvJzc1VFEVRTp48qbRp00YJDg5Wn5OXl6cEBgYqvr6+6rGSkhLF3d1diYqKeuA1Zs6cqfj7+yv5+fmKotyLnZSUFKVv376Kp6en8t133ylffPGF4uXlpezYsUN97u3bt5UbN248cE6JHVHZoqKilE8++UQJDAxUQkJCFEW599lWFEWZNGmS4ufnp/47JydHeeutt5QuXbqoxwoKCpTOnTsroaGhD5x/69atSvv27ZWkpCRFUcpjTFEU5cKFC0rnzp2Vl156SYmIiFAiIyMVX19fZf78+epzIyMjlfXr1ys3b978c39pIf5HqampyrJly5TOnTsrzs7Oir+/vzJr1iz1e760tFRJTExUdDqdEhUVpfj4+CirVq164DySr4lnXVlZmaIoijJ8+HBlypQpiqIoyokTJ5SrV68qp06dUnx8fJSvv/5aURTF4LNbWFiovPzyy8q2bdseOGdISIji7u6uXLp0SVGUe+3OnTt3lB49eig9e/ZUQkJClLi4OKV3797K9OnT1efGxsYq27Zte2i7I7EjKtMf1QmKi4sVRVGUK1euKMePH1eKiorUuEpNTVU8PDwM2hjp61TcX7KAdGRkJLt372bKlClERESwZcsWmjRpgk6nIyoqiv79+6vVMjMzMzp27MjMmTP56aefKC4uZvv27VhYWBAYGKie09jYmDt37hhUDLVaLUlJSaxbt47x48dTu3ZtoLwap/x7YbTFixeze/duNm3aRGlpKcOGDWPQoEHqefXPUf5d0dNXEmWnI1EZIiMj+fHHH3n11VfZsmULoaGhjB07ls6dOxMUFMTq1asxNTVl/PjxODo6kpqaarDDUElJCZcuXSIlJYUbN27QoEEDdQ0H/XBG/ec8MjKSoKAgPvnkE6pVqwbcu/tUv359VqxYwbZt21i+fDmmpqaMHj2aPn36qK+lr75L7IjKlpWVxalTp3j++ec5d+4c7733HjqdjvT0dM6cOYOvr6/a5uTk5HD79m2Du6EWFha88MILbNy4kcTERBwdHTE3Nyc7O9tg6phGoyEvL48VK1YwePBgdVSQ/i5uy5YtWbRoEV988QVDhgwhPT2dfv36Gew+0aJFC4PpK/fHjhCPW1xcHDt37sTf359z586xb98+xowZw/PPP8/Ro0dZuXIlhYWFfPbZZ2i1WnX0WvPmzbG2tubKlSuUlJSo7ZB+wU3J18TTLjY2lh9//JGrV6/y3HPP4efnR506ddQF0LOzs6lfv766S16XLl2A8vXlLCwsiI2NNdg8QPn3jpJxcXHqbq73f9YXLVpEQEAAzZs3B1B3oaxbty5Llixh5cqVTJw4kdTUVLp3726w61iTJk1o0qTJA+fUaDTS9ojH7r+pE+j7I02bNn1gymJKSgp37txRP9P6/Ez6OhXzpxaDlH+vmJ2SksK6dev44IMPcHV1ZdKkSXTs2JH333+fy5cvG3z5mZiYMGbMGJydnfn444/JysrC29ub7OxsBgwYwJQpUxgwYABpaWm0aNGC9PR04N4fefPmzTRt2pShQ4dy9OhR9u3bR2RkJFu2bKFmzZrUq1eP1157jTFjxvy/X3j6oWRCPC4ZGRkUFxdja2tLaWkpxsbG3Lp1i/Xr1zN9+nTMzc2ZPn06Xl5eQHnynZCQQEREBPn5+djb29OpUydmzpxJYWEhpqambNq0ic6dOxMaGsqBAwcYNWoUMTExtGzZkpycHIPX37hxI126dCEgIICjR48SHBxMdHQ0P/74I4qi4OjoyNSpU5kyZYrEjniiZGVlcffuXRwdHQE4d+4c//znP0lMTMTW1pZ+/frRq1cvPv/8cy5dugQYzgcvKipSF8+sWbMmAG5ubtjZ2XHgwAHGjh1LYmIirVu3VtciUf69Ne+GDRuoXr06kydPprCwkNOnT6trQSiKgre3N+3btyc2NhYPD4+HJgz6tlJiRzxOhYWF6hbr+hwqIyODtWvXMm7cOKKiopg8eTI9evQAoHHjxmRkZHDs2DHy8vLUKZP6zq6rqysJCQkkJSXRuHFj9ZyZmZmSr4mnVlpaGvPmzePIkSM4ODjg6urK/PnzWbt2LYcOHVI/m1ZWVkRGRjJmzBj1ufpcr2nTply9epXr16/j4OCgtgmlpaW4ubmpi6uXlpZiYmLCli1byM/PZ8aMGRQVFXH69GlOnz7N+PHjqV69Oi1btuTLL78kOjqaZs2a/b8dVYkfUVkqUie4/3l6S5YsoV+/fmoOqNVqiY6Olr5OBT1yMaikpIRDhw5x/Phx6taty8CBA9W52vo3Uf9FV1BQgL29Pfb29kB5de/w4cPExMTQvHlzdZ6sqakp8fHxWFtb88MPP2BnZ8edO3dYsGABc+fOZcCAAeTm5lJQUKAupmZsbExiYiILFiwAyreMMzIywsvLi8GDB2NhYWFw3RqNRp3L9zRV80TVo9PpWLp0KXPmzGHixIl8+OGH6sgCExMTHBwcKC4u5u2331afo0++b926RYsWLdQ5rwsWLGD9+vW8++67lJaWMmDAAPr378+tW7cM5o/fvHlT3Y1Iq9USERHBmjVrMDU15ccff1RjZ+DAgQ986UrsiMpWVFTEwYMH2b17NydOnCA1NZVZs2apMWJpaUn9+vXR6XS4uLioOz40btyYX375hYSEBFxcXNQRDE2aNOHixYukpqaqxaAaNWrQunVrTp06xdixY8nOziYvL09tv4yMjLh27RqffPIJDg4OBAYGcvLkSczNzWnTpg3jx4/HzMwMKN+1omXLlsC9O1a/jykhHofLly+zevVqjh49SuPGjQkICGDEiBHqd3mdOnUwMzNDq9UajGDTJ+NXrlzB1tZWbaPg3ue3Q4cOnDlzhpiYGBo3bqzmdNnZ2RQWFkq+Jqq00tJSfv75Z86dO0e/fv3U0aRlZWXq7sddu3YFICIiAj8/P06cOIG3t7da9MnJyXlghByAp6cn3377LTExMTg4OKDT6dQcz8zMTB0FZ2JiQlpaGh9//DE6nY4RI0Zw8uRJzMzMaNeuHaNHj1bzQSi/qaF/LRn1IyrDn10n0H+O9f8fGhpKVFQUy5YtQ6vVqv0jRVGkr1NBj1QM2rFjBytWrCArKwsvLy/Onz/PsmXL2LlzJ+3bt1cfFx0djaurK3l5eVSrVk1NwD08PDh48CDh4eE0b95c/fK7e/cuZ8+excvLCzs7O3Q6HfXq1cPX15ctW7ag0+lwcnLi7NmzBluEFhUVMXjwYNq3b4+vr+9/3Hr3WfvjiieTTqdj+/btuLm5kZmZaTA6ITo6Gjc3N3JycjA3NzdYPDA2NpY7d+7QuXNn9TxNmjThgw8+YNasWQbTxZKTk9W7UU5OTly8eFEdqgzlo5JeeuklOnTogK+vrzrU8o9I7IjKoCiKOn3Fzs6Obt26MXPmTKZMmaLupgJw5coVWrduTUpKCvb29moi7u7uTkhICOfPn8fFxUXtrPbo0YOjR48SGRmpDj+2sLDAyspK3bnIycmJM2fOGCxMGx8fT+3atbGzs+O5555jwYIF/3HHFYkdUVnu3r3LRx99hIWFBR9//DHp6em89957ZGdnM3LkSCwtLbl06RLt2rUjNTUVS0tLysrK0Gq16qihuLg4Xn31VczMzAwSc4COHTuycuVKYmJi6NOnj3rX1NHRUfI1UaVFREQwd+5cYmNjSUxMpGHDhjRv3hyNRkP9+vXZsGGDulGGoii4urri4OBATEwM3t7eGBkZkZubS9OmTcnIyAAMbwJ07NiRtWvXcuXKFXr27Gmw++Rvv/3GhAkT1Memp6djbm6Oi4sLXbt2lXZHPLH+7DrB/QUb/ci5tWvX0rZtW7UvpG93GjVqJH2dCnqkYtDFixfx9/dn3Lhx1KpVi9zcXAYNGsSqVav46quv1CShuLiYW7duUbduXXX+OICHhweWlpZEREQwZMgQ9Q9crVo1srOzuXHjhtoxzs/P57vvvqNdu3bk5uZiamqKra0taWlpQPmXb7Nmzfjyyy8NrlGfyEg1XDypNm/ejJ+fH0ZGRvz2228kJCTQtm1bADV26tWr98Awye3bt1OrVi11Lqv+Z/q55VD++V+yZAl5eXnqF+WtW7do06YNSUlJ6t0mX19ffH19Da5LYkc8aTQaDXPmzKFhw4Zqx/LcuXPUqVPHYGfK7OxscnNzDUbxQHmbY2FhQXh4OIGBgerxLl260KhRI7Zu3crAgQOB8o7zgQMH+OCDD4DyzquzszM3btxQ54x36dKFyMjIB65Tf2dKiCfJ6tWrSUhIYP369eqohpKSEr799ltcXFzo168fmZmZD8SOvmi6c+dOSkpKeOWVVwAMknIoL/rY2dkRFxdHeHg40dHR+Pj4YG9vT7169SRfE1WWVqulRYsWzJ8/n7Fjx3L69GkGDhyIubk5iqKohSD9d//58+cpKSlR40yj0ZCbm0t+fr7adt3/OW/WrBl169YlISGBrKwssrKyqF27NlZWVpiYmKi7T0L5CNfz588/cI0SP+JJ81fVCfRCQkI4efIkJ0+eBMrztujoaNzd3cnMzKRVq1bS16mARyoGTZgwAQsLC0xMTCgpKcHCwoLnnnuOo0ePotVq1bux9vb2ahJw/10kBwcHGjVqRHx8vDr/XKfTYWpqyiuvvML06dN5/fXXadiwIWfOnKG0tJSFCxdiZWXFb7/9hrOzM6Wlpep5oTzJ0K/lAEhCLp5Y+uJOaGgoXl5eeHh4cOjQIS5duqQWg34fO3rx8fF8+eWXbNmyxWAEEJQvpHb58mXy8vIIDQ0lJCSExYsXq0P0Y2NjqVmzpkHRCCR2RNWgL2rq25dr164BYGdnpz7G1taW+Ph4wHBuubOzM/b29sTFxVFcXIypqSmKolCjRg0mTZrE8OHD+cc//sELL7zAkSNHcHd3VxOHiIgIdT0v/Xn1iw/+PpmQ2BFPotTUVOzs7HB3d1fvvDo5ORETE8OhQ4fo168f9vb2XLlyhWrVqhmM/MnIyGDBggXMmzcPKyurB859+/ZtLly4QFxcHHFxcXz//ffUrFmT7du3k56eTuPGjSVfE1WWm5sb06ZNw9zcnN69e/P999+TmZmJnZ2dQW6m/wyvW7eOZs2aqe0VlLdLFy5cYNq0aQbnLikpobCwEK1Wy7Zt29i3bx8pKSls3LiRli1b4uLioi6Cq19cHaTdEU++v6JOoJeRkcGHH36Ip6cnK1asYP/+/erI1vXr1xMdHU2tWrWkr1MBjzQeqlatWpiYmKi7EwGEhYXRqlUr4N6OKrdv36ZFixYUFBQYJAGAOgXm0qVLFBYWcuPGDQAGDhzI5s2bcXFxIT09nZEjR7Jnzx46deoElK++//zzz9OmTRuDa3raVvQWTy+tVktMTAzh4eH0798fZ2dnLCwsSElJUR9z+/ZtPDw8DGIHYNKkSQQGBuLt7a0ey83NVf8/JCSEqVOnEhsby/vvv09AQIC6C5KHhwcdO3Z8YFi+xI6oSvTti6IoZGdnq2sjQHksuLq6qgtD6x+nX+Q2PT2dK1euAFBQUACAt7c369ato3bt2nz00UekpaXxwQcfqAsSNmjQACcnJ3U4/u87AHJXSTzpunfvztmzZ9mzZ4+as506dQoHBwdOnTqFoigUFxfj7OxMbm6uwWd62rRptG/fnpdeekk9dv/CnNu3b2fw4MG4urqyevVqrly5wtWrV/H09KR27dqSr4kqzcTERF1svXfv3ly9etVgHcb7HTt2jF9++YW5c+cCqNP7y8rKqFOnjprj6XOyDRs24OjoyPnz5/H392fmzJlcunSJPn36UFJSQuvWrdUdJ6XdEVXJX1EnSE5OBuDkyZPExMRw8uRJzp49y6hRo4iOjubw4cM0aNCAZs2aSV+ngiq0m5j+D3f06FEuXLjAwoULgXvDJRMSEqhZs6Z6F/V+5ubmxMfHM3r0aK5fv46/vz9btmzByMiITp06qcWf37Ozs2Ps2LEVuVwhnhhhYWH4+flhbW0NoC6a/u2337Jt2zbS0tKwtLQ0uEu7Z88e7t69S//+/QkKCmLLli2Eh4fzj3/8gxkzZmBjY8O0adOYM2fOQ1/T0dGRd955R5II8VSIjo6madOm3L17l1q1agHl22M3aNBATSbgXjvVpEkT8vLymD9/Punp6Tg4OLBq1Sp0Oh0+Pj507tz5gTtJUJ6Q6NdbEaIq6t27N35+fnz44Yd89tlnxMfH0759ewIDA9m3bx83btxQdzPSd1QBfv31Vy5dusSkSZMIDg5m48aNHD9+nBdffJGlS5cCMHbsWN58802D19N3ghs0aCD5mnhquLu7U6NGDcLDw+nQoYPasdSP1FmwYAGBgYG4uroC96bwx8XFGaxVp/9vnz596NChg7rJwP1cXFyYPHmywYgIIaqaP7NO0KNHD7Zv306XLl04f/68esNOT79YupOTk/R1KqjCW8uXlJTw2WefMXz4cJo2bWqQSFhZWal3YfV/+OTkZPr168eNGzdwd3fHz8+PHj168Nxzzz1wblkFXzytVq9ejbOzM8OHD+eXX34hLy+P6tWr07FjR3Wkw/13n/Lz89m4cSORkZEMGjQIOzs7evbsyfjx49XY0Wq1WFpaAn88F1ZiSVR1+mmWCQkJ1K9fnxo1aqjti1ar5dq1a5ibm6vH0tLSeO+99zh69Cjp6elotVo8PT0ZPHgw8OCaWw+LHSkEiapu3bp17N27lzt37tCyZUs6duzIzp07CQoKwsLCAp1OR3JyMjVr1lTzuF27dhEdHc3rr7+Ora0tf/vb39i0aZO6cxI8PG7k7qt42uintXTs2JFff/2VoUOHYmFhoR7funUrJSUlTJkyhdzcXI4fP87Zs2cZN24cNWrU4OLFi2pupx8VYWtri62tLfDwdkcKQeJp8GfXCWrXrq2uBfRH7Y70dSrmkYtB+tEKGzZsICMjg9dffx24NwevrKwMS0tLtXOqP+7g4MDixYvx9vY22AbxYSShEE+jwsJCWrduTVhYGF5eXnz99deUlJQwf/58AgIC0Gg0WFhYqLGj0WioVq0affv2Zdy4cXh5eT20in4/mQsrnlZarVZtfxRFwdTUVE0u6tWrR3R0tPo4KB+uXLNmTRYsWECvXr0kdsQzycjIiP79+xscO3v2LDVq1MDa2poaNWpQWFioPlZRFLp3705AQIC0OeKZp+9cBgQEMH/+fDIyMrCwsMDY2Ji0tDRmz55NTk4Or776KmfPnsXCwgIfHx9KS0uxsbEhLy/voSNP9SR+xNPmcdQJJG7+XI9cDNJoNKSnp7Nt2zYmTpyIjY0N8fHxHDlyBGdnZ3r27ElcXByurq4GO6woikLPnj2Be0OJZfSPeJaYm5szd+5cTExM1C+6kpIS5s2bx8mTJxk2bBgJCQk0a9ZMjR2NRsPw4cPVc0jsiGdZQUEB169fV7co1bcvN2/epHnz5uoiufqf6Ycmg8SOeHbdvXsXnU6HpaUlP/74IwcOHGDGjBkAXL9+nVatWpGfn0/16tXRaDQEBASoz5W4Ec8yfRvTq1cvpkyZwp49e8jJyVFzM2NjY7p160bXrl1Zu3atunMYlO9yuWbNGoOtroV42kmdoOqp0DSxdevWERYWhrW1NXPmzCEjIwM7OzvmzZsHlK/4bWxsrN5l+v0fU0b+iGdVzZo11f/X6XSYmJjw8ssvqwlEeno6bm5uD1S99XEksSOeZaampoSFhTFs2DDg3vDi6Oho2rdv/8BOe/o1GiR2xLPs1KlTbNmyhdDQUEpKSvjnP//JCy+8AJQv5GljY/PAnVhpc4SAoqIiNmzYwOHDhykrK2POnDk4Ozszbtw4ateuTUREhMHjFUVBp9NhZGSElZXVQ5fCEOJpJ3WCqqVCxSBjY2MaNWqEs7MzY8aMwc/Pz+Dnb7zxhjofVip6Qjyc/stu/Pjx6rH7Y+d+EkdCQFZWFrNnz8bHxwe4Fxcvv/zyQ9f3kbgRApo3b46fnx8jRoygW7duBj8bOnToQ6eCSewIUT69/8SJE1haWvLTTz/RpUuXBx5z//olGo1GprCIZ57UCaoWjXL/9iv/Jf1Cnr8/BlLNE6Ii9JVxIcSje1ibJIR4ONmkQ4iKk/6OEP8/qRNULRUqBoHM5xNCCFE5pHgqxKO5f8qkEOLRSAFViEcjdYKqo8LFICGEEEIIIYQQQghR9chYLSGEEEIIIYQQQohniBSDhBBCCCGEEEIIIZ4hUgwSQgghhBBCCCGEeIZIMUgIIYQQQgghhBDiGSLFICGEEEIIIYQQQohniBSDhBBCCCGEEEIIIZ4hUgwSQgghhBBCCCGEeIZIMUgIIYQQQgghhBDiGSLFICGEEEIIIYQQQohnyP8BUsHhuDMCcaUAAAAASUVORK5CYII=\n",
|
||
"text/plain": [
|
||
"<Figure size 1200x1000 with 8 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"\n",
|
||
"Pandas v: 1.2.0 [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: 0.2.40b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
|
||
"Charts by Matplotlib Finance v: 0.12.7a4 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
|
||
"\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"text/plain": [
|
||
"<__main__.Chart at 0x15f6a6850>"
|
||
]
|
||
},
|
||
"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 individual’s 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
|
||
}
|