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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Technical Analysis with Pandas ([pandas_ta](https://github.com/twopirllc/pandas-ta))\n",
"* Below contains examples of simple charts that can be made from pandas_ta indicators\n",
"* Examples below are for **educational purposes only**\n",
"* **NOTE:** The **watchlist** module is independent of Pandas TA. To easily use it, copy it from your local pandas_ta installation directory into your project directory."
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Pandas TA v0.2.74b0\n",
"To install the Latest Version:\n",
"$ pip install -U git+https://github.com/twopirllc/pandas-ta\n",
"\n",
"Populating the interactive namespace from numpy and matplotlib\n"
]
}
],
"source": [
"%matplotlib inline\n",
"import datetime as dt\n",
"import random as rnd\n",
"\n",
"from tqdm import tqdm\n",
"import numpy as np\n",
"import pandas as pd\n",
"import matplotlib.ticker as ticker\n",
"import mplfinance as mpf\n",
"\n",
"from alphaVantageAPI.alphavantage import AlphaVantage\n",
"import pandas_ta as ta\n",
"\n",
"from watchlist import colors # Is this failing? If so, copy it locally. See above.\n",
"\n",
"print(f\"\\nPandas TA v{ta.version}\\nTo install the Latest Version:\\n$ pip install -U git+https://github.com/twopirllc/pandas-ta\\n\")\n",
"\n",
"%pylab inline"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### List of Indicators (post an [issue](https://github.com/twopirllc/pandas-ta/issues) if the indicator doc needs updating)"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Pandas TA - Technical Analysis Indicators - v0.2.74b0\n",
"Total Indicators: 199\n",
"Abbreviations:\n",
" aberration, above, above_value, accbands, ad, adosc, adx, alma, amat, ao, aobv, apo, aroon, atr, bbands, below, below_value, bias, bop, brar, cci, cdl_pattern, cdl_z, cfo, cg, chop, cksp, cmf, cmo, coppock, cross, cross_value, cti, decay, decreasing, dema, donchian, dpo, ebsw, efi, ema, entropy, eom, er, eri, fisher, fwma, ha, hilo, hl2, hlc3, hma, hwc, hwma, ichimoku, increasing, inertia, kama, kc, kdj, kst, kurtosis, kvo, 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, stc, stdev, stoch, stochrsi, supertrend, swma, t3, td_seq, tema, thermo, trima, trix, true_range, tsi, tsignals, ttm_trend, ui, uo, variance, vidya, vortex, vp, vwap, vwma, wcp, willr, wma, zlma, zscore\n",
"\n",
"Candle Patterns:\n",
" 2crows, 3blackcrows, 3inside, 3linestrike, 3outside, 3starsinsouth, 3whitesoldiers, abandonedbaby, advanceblock, belthold, breakaway, closingmarubozu, concealbabyswall, counterattack, darkcloudcover, doji, dojistar, dragonflydoji, engulfing, eveningdojistar, eveningstar, gapsidesidewhite, gravestonedoji, hammer, hangingman, harami, haramicross, highwave, hikkake, hikkakemod, homingpigeon, identical3crows, inneck, inside, invertedhammer, kicking, kickingbylength, ladderbottom, longleggeddoji, longline, marubozu, matchinglow, mathold, morningdojistar, morningstar, onneck, piercing, rickshawman, risefall3methods, separatinglines, shootingstar, shortline, spinningtop, stalledpattern, sticksandwich, takuri, tasukigap, thrusting, tristar, unique3river, upsidegap2crows, xsidegap3methods\n"
]
}
],
"source": [
"e = pd.DataFrame()\n",
"e.ta.indicators()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Individual Indicator help"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Help on function ema in module pandas_ta.overlap.ema:\n",
"\n",
"ema(close, length=None, offset=None, **kwargs)\n",
" Exponential Moving Average (EMA)\n",
" \n",
" The Exponential Moving Average is more responsive moving average compared to the\n",
" Simple Moving Average (SMA). The weights are determined by alpha which is\n",
" proportional to it's length. There are several different methods of calculating\n",
" EMA. One method uses just the standard definition of EMA and another uses the\n",
" SMA to generate the initial value for the rest of the calculation.\n",
" \n",
" Sources:\n",
" https://stockcharts.com/school/doku.php?id=chart_school:technical_indicators:moving_averages\n",
" https://www.investopedia.com/ask/answers/122314/what-exponential-moving-average-ema-formula-and-how-ema-calculated.asp\n",
" \n",
" Calculation:\n",
" Default Inputs:\n",
" length=10, adjust=False, sma=True\n",
" if sma:\n",
" sma_nth = close[0:length].sum() / length\n",
" close[:length - 1] = np.NaN\n",
" close.iloc[length - 1] = sma_nth\n",
" EMA = close.ewm(span=length, adjust=adjust).mean()\n",
" \n",
" Args:\n",
" close (pd.Series): Series of 'close's\n",
" length (int): It's period. Default: 10\n",
" offset (int): How many periods to offset the result. Default: 0\n",
" \n",
" Kwargs:\n",
" adjust (bool, optional): Default: False\n",
" sma (bool, optional): If True, uses SMA for initial value. Default: True\n",
" fillna (value, optional): pd.DataFrame.fillna(value)\n",
" fill_method (value, optional): Type of fill method\n",
" \n",
" Returns:\n",
" pd.Series: New feature generated.\n",
"\n"
]
}
],
"source": [
"help(ta.ema)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"# Function to format Millions\n",
"def format_millions(x, pos):\n",
" \"The two args are the value and tick position\"\n",
" return \"%1.1fM\" % (x * 1e-6)"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"def ctitle(indicator_name, ticker=\"SPY\", length=100):\n",
" return f\"{ticker}: {indicator_name} from {recent_startdate} to {recent_enddate} ({length})\"\n",
"\n",
"# # All Data: 0, Last Four Years: 0.25, Last Two Years: 0.5, This Year: 1, Last Half Year: 2, Last Quarter: 3\n",
"# yearly_divisor = 1\n",
"# recent = int(ta.RATE[\"TRADING_DAYS_PER_YEAR\"] / yearly_divisor) if yearly_divisor > 0 else df.shape[0]\n",
"# print(recent)\n",
"def recent_bars(df, tf: str = \"1y\"):\n",
" # All Data: 0, Last Four Years: 0.25, Last Two Years: 0.5, This Year: 1, Last Half Year: 2, Last Quarter: 4\n",
" yearly_divisor = {\"all\": 0, \"10y\": 0.1, \"5y\": 0.2, \"4y\": 0.25, \"3y\": 1./3, \"2y\": 0.5, \"1y\": 1, \"6mo\": 2, \"3mo\": 4}\n",
" yd = yearly_divisor[tf] if tf in yearly_divisor.keys() else 0\n",
" return int(ta.RATE[\"TRADING_DAYS_PER_YEAR\"] / yd) if yd > 0 else df.shape[0]\n",
"\n",
"def ta_ylim(series: pd.Series, percent: float = 0.1):\n",
" smin, smax = series.min(), series.max()\n",
" if isinstance(percent, float) and 0 <= float(percent) <= 1:\n",
" y_min = (1 + percent) * smin if smin < 0 else (1 - percent) * smin\n",
" y_max = (1 - percent) * smax if smax < 0 else (1 + percent) * smax\n",
" return (y_min, y_max)\n",
" return (smin, smax)\n",
"\n",
"price_size = (16, 8)\n",
"ind_size = (16, 3.25)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Load Daily Ticker Data using yfinance and clean it"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"# help(e.ta.ticker)"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"==== Company Information =====================================================\n",
"SPDR S&P 500 ETF Trust(SPDR S&P 500) [SPY]\n",
"\n",
"==== Market Information =====================================================\n",
"Market | Exchange | Symbol | Category US | PCX | SPY | Large Blend\n",
"\n",
"NAV | Yield 415.32 | 1.4100%\n",
"\n",
"\n",
"\n",
"==== Price Information =====================================================\n",
"Open High Low | Close 417.3800 417.3800 414.9450 | 416.9800\n",
"HL2 | HLC3 | OHLC4 | C - OHLC4 416.2875, 416.5183, 416.7337, 0.2463\n",
"Change (%) 1.3600 (0.3272%)\n",
"Bid | Ask | Spread 417.11 x 1400 | 417.12 x 1400 | 0.0100\n",
"Volume | Market | Avg Vol (10Day) \n",
" 28,048,255 | 28,048,255 | 83,627,572 (69,755,285)\n",
"\n",
"52Wk Range (% from 52Wk Low) 272.99 - 420.72 : 147.7300 (52.7455%)\n",
"SMA 50 | SMA 200 406.3200 | 379.5020\n",
"Avg. Return 3Yr | 5Yr 18.9100% | 17.3700%\n",
"\n",
"==== Dividends / Splits =====================================================\n",
"\n",
"Stock Splits (Last 5 of 114):\n",
"Date 2021-03-19 2020-12-18 2020-09-18 2020-06-19 2020-03-20\n",
"Ratio 1.278 1.58 1.339 1.366 1.406\n",
"SPY(252, 7) from 2020-05-06 00:00:00 to 2021-05-05 00:00:00\n"
]
},
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>open</th>\n",
" <th>high</th>\n",
" <th>low</th>\n",
" <th>close</th>\n",
" <th>volume</th>\n",
" <th>dividends</th>\n",
" <th>stock splits</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",
" <th></th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>2020-05-06</th>\n",
" <td>283.493739</td>\n",
" <td>283.907093</td>\n",
" <td>279.300967</td>\n",
" <td>279.763550</td>\n",
" <td>73632600</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2020-05-07</th>\n",
" <td>283.208307</td>\n",
" <td>285.206265</td>\n",
" <td>282.598097</td>\n",
" <td>283.139404</td>\n",
" <td>75250400</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2020-05-08</th>\n",
" <td>286.495581</td>\n",
" <td>288.326240</td>\n",
" <td>285.284984</td>\n",
" <td>287.824280</td>\n",
" <td>76452400</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2020-05-11</th>\n",
" <td>285.757390</td>\n",
" <td>289.359625</td>\n",
" <td>285.304659</td>\n",
" <td>287.883301</td>\n",
" <td>79514200</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2020-05-12</th>\n",
" <td>289.152972</td>\n",
" <td>289.595851</td>\n",
" <td>281.997699</td>\n",
" <td>282.145355</td>\n",
" <td>95870800</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" open high low close volume \\\n",
"date \n",
"2020-05-06 283.493739 283.907093 279.300967 279.763550 73632600 \n",
"2020-05-07 283.208307 285.206265 282.598097 283.139404 75250400 \n",
"2020-05-08 286.495581 288.326240 285.284984 287.824280 76452400 \n",
"2020-05-11 285.757390 289.359625 285.304659 287.883301 79514200 \n",
"2020-05-12 289.152972 289.595851 281.997699 282.145355 95870800 \n",
"\n",
" dividends stock splits \n",
"date \n",
"2020-05-06 0.0 0 \n",
"2020-05-07 0.0 0 \n",
"2020-05-08 0.0 0 \n",
"2020-05-11 0.0 0 \n",
"2020-05-12 0.0 0 "
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Recent Data\n",
"ticker = \"BTC-USD\"\n",
"ticker = \"SPY\"\n",
"df = e.ta.ticker(ticker, kind=\"info\", lc_cols=True)\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.tail(recent_bars(df)).head()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Aliases"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"opendf = df[\"open\"]\n",
"highdf = df[\"high\"]\n",
"lowdf = df[\"low\"]\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, volume, dividends, stock splits, -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_mpf_kwargs(**kwargs)\n",
" self._validate_chart_kwargs(**kwargs)\n",
" self._validate_ta_strategy(strategy)\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",
" # Pad and trim Chart\n",
" self._right_pad_df(rpad)\n",
" mpfdf = self.df.tail(self.config[\"last\"]).copy()\n",
" mpfdf_columns = list(self.df.columns)\n",
" \n",
" tsig = kwargs.pop(\"tsignals\", False)\n",
" if tsig:\n",
" # Long Trend requires Series Comparison (<=. <, = >, >=)\n",
" # or Trade Logic that yields trends in binary.\n",
" default_long = mpfdf[\"SMA_10\"] > mpfdf[\"SMA_20\"]\n",
" long_trend = kwargs.pop(\"long_trend\", default_long)\n",
" if not isinstance(long_trend, pd.Series):\n",
" raise(f\"[X] Must be a Series that has boolean values or values of 0s and 1s\")\n",
" mpfdf.ta.percent_return(append=True)\n",
" mpfdf.ta.tsignals(long_trend, append=True)\n",
" buys = np.where(mpfdf.TS_Entries > 0, 1, np.nan)\n",
" sells = np.where(mpfdf.TS_Exits > 0, 1, np.nan)\n",
" mpfdf[\"ACTRET_1\"] = mpfdf.TS_Trends * mpfdf.PCTRET_1\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 tsig:\n",
" taplots += [\n",
" mpf.make_addplot(0.985 * mpfdf.close * buys, type=\"scatter\", marker=\"^\", markersize=26, color=\"blue\", panel=0),\n",
" mpf.make_addplot(1.015 * mpfdf.close * sells, type=\"scatter\", marker=\"v\", markersize=26, color=\"fuchsia\", panel=0),\n",
" ]\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",
" # Volume axis\n",
" ta_volume = [mpf.make_addplot(mpfdf[volma], color=\"black\", width=1.2, 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 tsig:\n",
" _p = kwargs.pop(\"tsig_percenty\", 0.23)\n",
" treturn_ylim = ta_ylim(mpfdf[\"ACTRET_1\"], _p)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[\"ACTRET_1\"], ylabel=\"Active % Return\", type=\"bar\", color=\"green\", alpha=0.45, width=0.8, panel=cpanel(), ylim=treturn_ylim),\n",
" mpf.make_addplot(pd.Series(mpfdf[\"ACTRET_1\"].mean(), index=mpfdf[\"ACTRET_1\"].index), color=\"blue\", width=1, panel=cpanel(), ylim=treturn_ylim),\n",
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1, 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\", 0.58)\n",
" mpfdf[\"CUMACTRET_1\"] = mpfdf[\"ACTRET_1\"].cumsum()\n",
" cumactret_ylim = ta_ylim(mpfdf[\"CUMACTRET_1\"], _p)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[\"CUMACTRET_1\"], ylabel=\"Cum Trend Return\", type=\"bar\", color=\"silver\", alpha=0.45, width=1, panel=cpanel(), ylim=cumactret_ylim),\n",
" mpf.make_addplot(0.9 * buys * mpfdf[\"CUMACTRET_1\"], type=\"scatter\", marker=\"^\", markersize=14, color=\"green\", panel=cpanel(), ylim=cumactret_ylim),\n",
" mpf.make_addplot(1.1 * sells * mpfdf[\"CUMACTRET_1\"], type=\"scatter\", marker=\"v\", markersize=14, color=\"red\", panel=cpanel(), ylim=cumactret_ylim),\n",
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1, panel=cpanel(), ylim=cumactret_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(7118, 34)\n",
"[+] Strategy: Common Price and Volume SMAs\n",
"[i] Indicator arguments: {'append': True}\n",
"[i] Multiprocessing 5 indicators with 7 chunks and 8/8 cpus.\n",
"[i] Total indicators: 5\n",
"[i] Columns added: 5\n",
"[i] Last Run: Wednesday May 5, 2021, NYSE: 5:49:55, Local: 9:49:55 PDT, Day 125/365 (34.00%)\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1200x1000 with 12 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Pandas v: 1.2.4 [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: 0.2.74b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a12 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x12e9fa220>"
]
},
"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=False, 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",
" tsignals=True,\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=ta.increasing(ta.ema(closedf), 10), # trend: increasing(ema, 10)\n",
"# long_trend=macdh > 0, # trend: macd hist > 0\n",
"# long_trend=macd_[macd_.columns[0]] > macd_[macd_.columns[-1]], # trend: macd > macd signal\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",
"# long_trend=ta.squeeze(highdf, lowdf, closedf, lazybear=True, detailed=True).SQZ_PINC > 0,\n",
"# long_trend=ta.amat(closedf, 50, 200, mamode=\"sma\").iloc[:,0], # trend: amat(50, 200) long signal using sma\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 2020-05-06 00:00:00 to 2021-05-05 00:00:00 (252)'}, xlabel='date'>"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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8edja2mJtbU3mzJlNPp8ktMzcuXPz4sUL/vnnnziVJYQQXxOzz10BIYT41vTo0YMffviBnDlzki9fPooWLUrp0qUpWbIk5ubmUfKHhYXx9OlTIGLi+xEjRvDo0SM6duxozOPg4MCkSZOoWbMm5cqVw8PDg19++SXedbt48SIZMmTAwsIi4Q2MA41GQ926dVmyZInxi/GiRYvw8/PD0tIy3uVdvXqV8PBwcuTIEWMeS0tLMmbMyMWLFwG4du0a4eHhZM2aNUpef39/DAaD8bmDg0OUcxL5mgQEBLB27VpWrVpF1qxZyZgxY5Ty/vjjD/74448o6UuWLKFu3bpxa+Qn4OnpiaenJ40aNSJDhgw0bNgwSp6kSZOyc+dOdDodAE+ePGHEiBGUK1eOLVu2GANxPj4+/PTTT/z55580a9bMuP/9+/dZvHgx9erVAyKCkj4+PtSvX59Dhw6RP39+ICJoUr58eVatWkXTpk3j1Y5r166xevVqatWqZawnRCywEBl0eZubm5uxbpEB9nf5+/sze/ZsihYtaswfWebbz6MrMzYPHjwwyf9uGW/vb2NjQ9OmTY0BkBMnTjB+/HgKFSrEyZMnSZMmzXuPpdPpcHFxMUm3sLDA2dnZeKznz5/z9OlTDh48yK5duxg4cCDu7u7MnTuXjh07Ym5uTps2bRLcpv3795vk/dDzF5c2+fv7ExIS8t5jRXf/xreu8Wn/u1xdXfnhhx/45ZdfKFiwoMk9GBYWRq9evciaNSv79u0zLqBRpEgRKleuzIQJExg8eHCMZUdn//79HD58mP79+xvTPvRcxXT/fagv8V6BiH8Q/fTTTxQsWBBLS0v279/P1KlTOXbsGH///XeUgFl82iT3Ssz3CkQs2gPE+E/Cd40ePRoHBwd++OEHk/RChQpRu3Zt0qVLx/3795k6dSoNGjQgICCAdu3axVrmqFGj0Ol00f6T1dPTE4ALFy5E+1lDCCG+ZhIsFEKIRFa2bFkOHz7MiBEj2LZtG4cPH2b06NEkT56c2bNnU6VKFZP8f/31F8mTJzc+1+l0NGrUiFGjRpnkq1GjBhUrVmTz5s0sWrQIa2tr47bIXm/vExgYiL29fcIbFw/169dn7NixHD9+nCRJknD8+HF+/fXXBJUV2cvhfXW3t7cnMDAQwPjTzs4uSj5PT08CAgKMz1esWGHyReD169cmrwlEfGGfP39+tKsWV61a1WR150gxBaa+ZK1atTIJAOzYsYPQ0FC6dOli0mOvVatW9O3bl02bNpkEC+3s7EwCpBkzZsTJyYlUqVIZA4WA8ff4rL4JET1Ga9WqhbW1dZSVLIOCgqINRkcGXYKCgqIt02Aw0KBBA168eBFl5dCElvn2/kCMZURepwC1a9emdu3axufVqlWjfPnyFCtWjOHDh/P777+/91gx/SPAysrKWJfIVUifPXvG0qVLqVOnDgA1a9YkW7ZsDBs2LNZg4fva9PY5ic/5GzRoEIMGDUpQm95Xp3ePFd0qvXGta3zaHx9///03jx8/ZtCgQSYr7VaqVAkfHx82bdoUr2Dh48ePqV+/PunSpePnn382psf3XL0ttvvvQ32J9wpA586dTbbXqFGDfPny0aBBA6ZNm2bsgZ2QNsm9Evu98uzZMyD6Hv3v+vXXX9mxYwfTpk3DycnJZNvBgwdNnjdv3pzcuXPTt29fmjZtavJ56m2LFy/mjz/+4Oeff8bb2zvK9sh6Rf5zUQghviUSLBRCiI8gb968rF69mtDQUM6cOcOaNWuYMGECNWvW5PTp02TOnNmYN3/+/AwbNgyNRoONjQ2ZMmWK8kH37XI3b94c7fChuHBwcEjwsM+YRBc8A/D19cXHx4fFixfj5OREihQpKFWqVIKOERkkfF/dX758acwb+TMyMPK2devWERYWxpkzZ+jRo0eU7VZWVmzYsAGAu3fvMnr0aB4/fhzjF4rUqVNTpkyZuDfoC/ZuD45bt24BROllYmFhgaenp3F7pNSpU0e5JhwdHaP09HF0dAQiernFlV6vp27duly4cIEtW7aQMmVKk+3W1taEhIRE2S84ONi4PTodO3Zk69atLFiwIErv1biW6e/vbzLs3NraGkdHR+P2mMqIqU6RihQpQv78+dmxY4cx7cmTJ+j1euNzOzs77OzssLa2jnHo+9vHivxpbm5uEiTXarXUqVOHgQMHcvv2bdzd3aMtKz5tSuhr8vb+8WnThx4rLvt/6Gsak5juNYjoyXvgwIE4l/X69WsqV67My5cvOXDggMk/TRJ6rt53/8XV13SvxKR+/fp0796dHTt2xBoslHslce4VpVSs25ctW0b//v1p0aLFe3sKQsTfr59++om2bdty4sQJihQpEiXP/v37adGiBeXLl2f48OGx1iumz0FCCPE1kzkLhRDiI7KwsCBv3rz8+uuvTJ8+nbCwMFasWGGSJ1myZJQpU4bSpUtTsGDBGAOFicHHx4crV67EeS692P7z/+bNG2OemNSvX59ly5axePFi6tSpE2Uuubjy8vLCzMyMs2fPxpgnJCSEy5cvGwOxkftEN3dk8eLFKVOmDLlz5462LJ1OR5kyZShTpgxNmzZl586dPHz4MNbeVt+KhAY6IsU0LDGm9Pd9CXxbq1at2LhxI/PmzYs28Ozm5mYc9va2yLToghuDBw9m2rRpjBw5kkaNGiW4TD8/P9zc3IyPyN5IkcPvYiojLgGXNGnS4O/vb3yeN29ek2ONHTvWeCy9Xs/jx49N9g8NDeXZs2fGYyVNmhQrKyucnZ2jvC6RQxhjC+LGp00JeU3ePVZc22RpafnBx4rL/onxmn5MoaGh+Pn5cfbsWdatWxdleGRCz9X77r+4+prulfgcKzpyr3zYaxo5d3Ns70fbt2+ncePGVKpU6b09St8W+Q+s6F7DM2fOUKVKFbJmzcrKlSsxM4u+f01kvaKbz1AIIb52EiwUQohPJLI3YHQfmj+VH3/8kaCgIFatWhWn/B4eHjEuCnH58mVjnpjUr1+fBw8ecOXKFerXrx//Cv/H1taWkiVLsm/fvig92SItX76ckJAQKleubNynRIkS7N27l3v37iX42BDxhadr165s2LCBI0eOfFBZX5vI1zfy9Y4UGhrKv//+G+vrn5h69uzJ3LlzmTBhgnE+xHflzJmTkydPmsxHCXD06FFsbGzIkCGDSfrUqVMZNGgQXbp0oVevXjGWeeXKFZMhkJFlRm4HGDduHNu3bzc+Iod9Rm7/+++/Tfa/f/8+d+/eNW6PzY0bN0yGxS9atMjkWI0bN471WH///TcGg8G4XavVkjNnTp48eRLlHweRc429Owz/bVmzZsXMzCzKcUJDQzl9+rRJm+J6/mISnzZly5YtSr7IY3l6er53GoO41jU+7Y9OTL2QYrrXItPicq8ZDAYaN27Mzp07Wbx4McWLF4+SJyHnKi73X1x9TfdKTJRS3Lx5M9b7BORe+dB7xcfHB4B///032u1Hjx6levXq5MmTh+XLl8cY1ItO5BQY776G169fp0KFCri4uLB58+ZopzKJFFmvdxeAEUKIb8LnXYxZCCG+Pbt27VIGgyFK+qhRoxSgxo8fb0zz8PBQlSpVinPZAwcOVIB68uSJSfq1a9fUtWvX3ru/v7+/cnNzU25ubury5ctRtj969EgNHTrU+HzixIkKUGvWrDHJFxwcrPLly6dcXFxUSEhIrPWbOHGiGjFihMn+gOrQoYPx+b///qsANWbMmBjrvnfvXqXValWJEiXUmzdvTLbduHFDpUiRQrm5uSl/f39j+r59+4z7vHz5MkqZu3btUoBasWKFMa1JkybK1tY2St6nT58qGxsbVbVq1VjbEhdZsmRRxYsXj9c+iVlWdHWeO3euAtTx48dN0h8/fqwsLCxUhQoVTK7radOmKUDNmTPHmFa8eHGVJUuWKMeL6TqP67kbPXq0AlTfvn1jzbd06dIor+eTJ0+Uk5OTqlOnTpS8Wq1WNWjQINr7NdKRI0eiXJvBwcHKy8tL5c+f/711V0opHx8flSNHDhUeHm5M69+/v9JoNOrChQvGtMePH0fZd9OmTQpQnTp1eu9x3rx5o5ImTaoqV65skt6wYUNlY2Ojnj17ZkybMGGCAtTMmTONaUFBQcrT01Nlzpz5vceqUKGCcnNzU4GBgca02bNnK0Bt2bLFmBaf8/fkyRN18eJF9fr16wS1aeTIkVGu4UuXLimdTqd69eplsv+tW7fUxYsXTdLiU9e4tj86Fy9eVICaMGGCSXpoaKhycXFR2bNnV8HBwcb0zZs3K0D98ssvsZarlFLt27dXgJoxY0as+eJzruJ6/71txYoVClC7d++O8z5KfZn3SnTHmjp1apS/5zGReyXh94pSSqVJk0Y1atQoSvqFCxeUs7OzypIli8nf/XdF9/oFBgaq9OnTq2TJkpl8hnnw4IHy9PRUKVOmVP/+++9769a1a1fl6OgY698QIYT4WsmchUIIkcg6duzImzdvqF69Oj4+PoSGhnLo0CGWLVtG2rRpTRaDSCylS5cG3r/QSZIkSVizZg0VK1YkZ86cNGzY0DgU9+TJkyxZsoSCBQsa87du3Zo5c+ZQq1Ytmjdvjq+vL8+ePWPZsmWcP3+eBQsWvHdl5Xcnh4/Nzp07jXMeva1atWoUK1aMsWPH0q1bN7Jnz07Tpk1xc3Pj0qVLzJo1C4PBwObNm00mQi9atChTpkyhY8eOeHt706BBA+NrcuXKFRYtWoSFhQUpUqR4b92cnZ1p1qwZ06ZN4+LFiyY9Ca5cucKff/4ZZR9XV1fKli0b5/bH1b59+9i3bx8QMSfX69evGTZsGADFihWLdkXghEqePDl9+vRh8ODBVKhQgSpVqnD58mWmTZtG3rx5o11ROTGtWbPGOLl8pkyZopznsmXL4urqCkQs0FGgQAGaNWvGhQsXSJYsGdOmTUOv15ssDHHs2DEaN26Ms7MzpUuXZtGiRSZlFipUyLjKZf78+alVqxZ9+vTh8ePHeHl5MX/+fG7evBntCtjRGTNmDFWqVKFcuXLUrVuX8+fPM2XKFFq2bGlyHRUqVAhfX1/y5MmDo6MjJ0+eZM6cOaRJk4a+ffu+9zjW1tYMHTqUDh06UKtWLcqXL8/+/fv5888/GT58OEmTJjXmbdOmDbNnz6ZDhw5cuXIFd3d3Fi5cyK1bt4zzdcZm+PDhFCpUiOLFi9O6dWvu3r3LuHHjKFeuHBUqVDDmi8/5mzJlCoMHD2b37t2UKFEi3m1q3749s2bNolKlSvTo0QNzc3PGjx+Pq6sr3bt3NzlW48aN2bt3r8kw+PjUNa7tj0769OlxcnLi999/x97eHltbW/Lnz0+6dOkYNWoUzZo1o3jx4tSrV49Hjx7x22+/kTZtWrp27RpruRMnTmTatGkULFgQGxubKPdK9erVsbW1jde5is/9Bxjfh/755x8AFi5caJxr8e0VmWPyJd4rHh4e1KlTh2zZsmFlZcWBAwdYunQpOXPmjNPUFHKvJPxegYgFxNasWYNSytgr9+XLl5QvX57nz5/Ts2dPNm3aZLJP+vTpjZ9lpk6dytq1a/nxxx9xd3fnwYMHzJkzh9u3b7Nw4UKTzzAVKlTgxo0b/Pzzzxw4cMBkntDo/p5v376dH3/8UeYsFEJ8mz5zsFIIIb45W7ZsUc2bN1c+Pj7Kzs5OWVhYKC8vL9WxY0f16NEjk7yJ1bPQw8NDeXh4xLmc+/fvq65du6oMGTIoKysrZWNjo3Lnzq2GDx+uAgICTPI+f/5cde3aVaVLl06Zm5srBwcHVbJkyWh7BMRUv3cRQ8/CmB4LFy405t23b5+qWrWqSpYsmTI3N1fu7u6qVatW6ubNmzEe79SpU6px48bK3d1dWVhYKFtbW5U9e3bVvXv3KD0yY+pZqJRS169fVzqdTjVp0sSkLTE9Yurx96E9CyPPc3SPgQMHvnf/d8+/UjH3LIw0ZcoU5ePjo8zNzZWrq6tq166dev78uUmej9GzMLa2Ek3PJX9/f9WiRQvl7OysbGxsVPHixaO0KbKtMT3mzp1rkj8oKEj16NFDpUiRQllaWqq8efOqrVu3xlrvd61Zs0blzJlTWVpaqtSpU6v+/fur0NBQkzz9+vVTOXPmVI6OjsZru127durhw4fxOtbMmTNVxowZlYWFhUqfPr2aMGFCtD1fHj16pJo0aaKSJk2qLC0tVf78+ePVrv3796tChQopKysrlTx5ctWhQweT3kOR4nr+Il/r6HqjxbVNd+7cUTVr1lQODg7Kzs5OVa5cWV29ejVKvuLFi6voPgbH57WOa/ujs27dOpU5c2ZlZmYW5ZpbtmyZ8vX1VZaWlipp0qSqQYMG6u7du+8ts0mTJrFe1+/2lIrLuYrv/Rdb3rj60u6Vli1bqsyZMyt7e3tlbm6uvLy8VK9eveL8Wisl98qH3CsnT55UgNq/f78x7X2fGd7+G/3XX3+psmXLqhQpUihzc3Pl5OSkypUrp3bu3BnlWPH5ex7ZQ3jHjh1xaocQQnxtNErFY2ZxIYQQQgghhBDiEyldujQpU6Zk4cKFn7sqRl26dGHfvn2cOHFCehYKIb5JEiwUQgghhBBCCPFFOnr0KEWLFuXq1aufbFGt2Dx79gwPDw+WL19OxYoVP3d1hBDio5BgoRBCCPEF0Ov1PHnyJNY8dnZ2sa7MKIQQQgghhBAfShY4EUIIIb4Ad+7cIV26dLHmGThwIIMGDfo0FRJCCCGEEEJ8lyRYKIQQQnwBUqRIwfbt22PNE7lCrxBCCCGEEEJ8LDIMWQghhBBCCCGEEEIIAYD2c1dACCGEEEIIIYQQQgjxZYjXMOTx48ezceNGrl69ipWVFfny5WPQoEF4e3vHut/06dOZM2cOd+/eJWnSpFStWpVffvkFKyurOB3XYDAYf5el6YUQQgghhBBCCCGEiJ+3BxdrtTH3H4xXsPDQoUO0bNkSX19fwsPDGTp0KH5+fhw5cgRbW9to91mxYgWDBw9m8uTJ5M+fn2vXrtGhQwc0Gg3Dhw+P87FfvnwZn6oKIYQQQgghhBBCCCHeYW9vH+v2eAULV65cafJ82rRpeHt7c/r0aQoXLhztPseOHSN//vzUqlULAHd3d2rUqMHff/8dn0MDYGVl9cX2LNTr9Vy9ehVvb290Ot3nro4QH51c8+J7Jte/+J7I9S6+N3LNi2+VXNvieyPXfFRKKYKDg9+b74NWQw4MDAQgSZIkMebJly8fy5cv58SJE+TOnZubN2+yfft2ateuHeM+ISEhhISEGJ9HdpM0GAxfbLDQYDCglPqi6yhEYpJrXnzP5PoX3xO53sX3Rq558a2Sa1t8b+Sajyoyvva+85Hg1ZANBgP16tUjICCArVu3xpp3xowZDBgwAKUU4eHhNGvWjPHjx8eYf+TIkYwaNcr43M7OjvPnz3Pr1i1k8WYhhBBCCCGEEEIIIeJHo9Hg4eGBg4NDrAHDBAcLu3Xrxo4dO9iyZQupUqWKMd+BAwdo0aIF/fr1I3fu3Pz777/07t2bJk2a0LNnz2j3ialnoYWFxRcbDdbr9Vy7dg0vLy/p3iq+C3LNi++ZXP/ieyLXu/jeyDUvvlVybYvvjVzzUSmlCA0NfW+wMEHDkHv27Mm2bdvYvHlzrIFCgOHDh1O7dm0aN24MQJYsWXj9+jVdu3ale/fu0a6+YmlpiaWlpUljAgMD0el0X2ywMJJOp5OLUHxX5JoX3zO5/sX3RK538b2Ra158q+TaFt8bueb/L679BeMVLFRK8fPPP7Np0yY2bNiAh4fHe/cJCgqKEhCMfJESc0ixwWAgLCzssw1TjhwLHxISEuvy00J8STQaDWZmZvLGKYQQQgghhBBCCCCewcIePXqwcuVKFi9ejJ2dHY8ePQLAwcEBa2trANq2bYubmxsDBw4EoEKFCkybNo3s2bOTJ08ebty4wa+//kqFChUSLUARGhrKnTt3MBgMiVJeQiil0Gg03L1794vv/SjEuxwcHHBxcZFrVwghhBBCCCGE+M7FK1g4Z84cACpXrmySPnXqVOrXrw/A3bt3TXrW9ejRA41Gw/Dhw3nw4AHOzs5UqFCBAQMGfGjdgYgg3ePHj9FqtaRMmfKzBTsix31/yfMqCvGuyGXTnz59CoCrq+tnrpEQQgghhBBCCCE+p3gFC58/f/7ePBs3bjQ9gJkZvXr1olevXvGrWRzp9XqCgoJIkSKFsXfj5xA5/NnKykqCheKrEnnfPH36lGTJksmQZCGEEEIIIYQQX4Vnz57RvHlzKleuTKtWrT53db4ZCVrg5Eui1+sBMDc3/8w1EeLrZWVlBUB4eLgEC4UQQgghhBBCfPGePn1KhQoVuHz5Mlu2bEGj0dCyZcvPXa1vwlcfLPxcC5oI8S2J7A0r95MQQgghhBBCiC/dkydPKF++PI8fP+bw4cPMmTOH9u3bY2FhQePGjYGIhWifPn3Kq1evuH//Pnfv3jU+0qRJw5AhQ6TjWQy++mChEEIIIYQQQgghhEh8J0+e5M8//8THx4cSJUrg7e2daFOvvX79msDAQF6+fMnr1695+fIlL1++5NWrV7x69Sra3yN/Xr16lfDwcP766y8yZ87MuHHjCAkJoWXL/kyduoPHjx/z+PFjwsJCjcczN7cgRYoUuLi4sHr1Vk6desOYMWOwsLAA4M2bNxw4cID27cvxvQ+4k2ChEEIIIYQQQgghhDC6cOECgwYNYu3ataRIkYInT56g1+tJmTIlJUqUoGTJkhQvXpy0adPGWs6LFy8AcHJyMkkfNWrUexe+tbOzw97eHltbW+zt7bG3t8fOzg4XFxe8vTNQvXo3Ll1Kz5IlGs6c0XD69AxgJqdORV9eWBjcuRPxANi1C3LnfjuHI1CJsmVv4eOTMta6feu0788iPqaHDx/SpUsXMmbMiJ2dHZ6enlSrVo1du3YBYGFhwbp166Ls16JFC2rUqGF8XqZMGSwsLBg9enSUvFWrVsXCwoIhQ4aY5O/evXuM9fL396d79+54eXlha2uLh4cHrVq14vbt29G2oVu3bmTKlAl7e3tSp05N8eLFmTFjBm/evDHm8/b2xsLCAgsLCxwdHfH19TWusB1p7969xjzvPh4+fGhSRnSPFi1axHK2I4wYMYJixYrh6OhI8uTJ35tfCCGEEEIIIYT4Xvz111/kypWL06dPM3v2bG7cuMHjx49Zt24ddevW5eLFi7Ru3ZoMGTKQMWNGWrduzeLFi02+/wMEBQVRpEgRChUqxOvXr43pV69eZejQoTRv3py1a9eyY8cOjh49yvnz57l16xb+/v4EBwfj7+/PjRu3+OuvC4wff4wmTXaSIcN6Hj1awooVv1OxYkbq1jVjwQItWi00a2Zg2bJwdu+OeOzYEcLcudfYsSPEmPb2Y8yYI1hYlEanK4FOV4JKlUayZMldvLy+70AhSM/Cz+rmzZuUKFECR0dHRowYQdasWQkLC2P79u106tSJ8+fPx6u8NGnSsGDBAn7++Wdj2r1799i1axdubm5xLsff358iRYpgYWHBlClTyJw5M7du3WLgwIEUKlSIffv24enpCcCNGzeMbRgyZAhZs2bF0tKS8+fP88cff5AyZUp+/PFHY9kDBw6kRYsWvHnzhlWrVtG2bVtSpkxJhQoVTOpw/vx5HBwcTNJcXFw4dOiQcVGbw4cPU6dOHZO8cVkROzQ0lBo1alCgQAHmzp0b5/MihBBCCCGEEEJ8y4KDg+ncuTPFixdnw4YNxiG69vb2/PDDD/zwww8APH/+nH379rFnzx727NnDvHnzKFq0KJs3b8bS0hKAAQMGcPv2bTQaDb1792by5MkopejevTtubm6MHz8eCwsb7t2DW7c0nDsHt29ruHVLw+3bGH+Gh/9/2LOnpyJnTkW3bgZy5oz4PUWK6Nui1ysuX35NxowKnS7q/PyFC+cmX76BrFq1ivbt2xvjHEKChZ9Vp06d0Gg0HDp0CFtbW2N6lixZaNq0abzLq1ixIitXruTQoUMUKlQIgIULF1KmTBnuRPazjYNffvmFBw8ecPHiRVL8d9e5u7uzadMmMmfOTOfOndmwYYOxDWZmZhw5csSkDZ6enlSpUiXKghn29vbGMnv27Mm4cePYuXNnlGChi4tLlG7KgElPwKRJk8aaNyYDBw4EYMGCBXHeRwghhBBCCCGE+NaNGzeO27dvs2bNGmOgMDpJkiShatWqVK1aFYCDBw9SoUIFWrZsyfz589m/fz+TJk1i5MjxvHnjzJAh87CwOM+jR1Zs3VqXTJkqkiOHA3fvgl7//2Cgq6vCw0Ph7g65chnw8AAPD/XfA94KOySKggULUrBgwcQt9BvwTQYL37x5w+XLlz/pMZVSeHh4YGVlFaf8/v7+bNu2jSFDhpgE2SLFJ/gVycLCgnr16jF//nxjsHDBggWMGDGCoUOHxqkMg8HA8uXLqVevnjGoF8na2po2bdowcOBA/P39UUqxfft2hg4dGm0bgBgnPjUYDKxdu5bnz5/L6kNCCCGEEEIIIcQnpJRi//793Lhxgzp16mBtbc2///7LqFGj6NSpEz4+PnEqJzgYbt+GoKAiNGq0j9mzd3D69Dlu3nTEwuIRffokRykN0JjJk0Gne4ijYx6yZ0+Kh4eBtGkjAoORAcI4DBYUn8A3GSy8fPky+fPn/+TH3bt3LwUKFIhT3uvXr6OUImPGjIlahyZNmlCqVCnGjx/PyZMnCQwMpFKlSnEOFj558oQXL17E+Mbg4+ODUspYf6UUGTJkMMnj5uZGcHAwAG3btmXEiBHGbX379mXgwIGEhIQQHh5O0qRJad68eZTjpEuXzuS5u7s7Z86ciVMbhBBCCCGEEEIIEREU1Ov1hIWFGR979+5l3LhxHD9+HIDBgwczYMAANm7ciLOzM/369TMp4/p1uHYtYnjwzZuRQ4Ujhgk/fPj/DkJabV4cHX24fPk0Ot09Wrf2JGdOPe7uYGv7hOrV8xAY+IQDB06SMaPhU54GEU/fZLAwY8aMHD169JMeM7JnYXzyfww5cuTAy8uLVatWsXfvXho0aICZWfxf5g+p38GDBzEYDDRp0oTQ0FCTbd26daNx48Y8fPiQ3r1706ZNG7y8vKKUsWvXLuzt7Y3PpfehEEIIIYQQQggRvadPn9KwYUPOnj1rEhgMCwuLNn/x4sVZv3496dOnZ/DgwbRt2xaAxYsXY2dnB8CpU/DLLzq2bYtYG1enU6RJE9ELMEMGKFvWtGdg6tRgZmbFb78dxcvLi8qVHYDI2EIy1q9fwf379xO905RIfN9ksNDGxgZfX99PekyllLE3XVx4eXmh0WjeO1za3t6egICAKOkvXrzA0dEx2n2aNm3K77//zsWLFzl48GCc6wQRcwI6OTlx6dKlaLdfunQJjUZD+vTpUUqh0Wi4cuWKSZ7ISUGjW2wkWbJkeHl54eXlxZIlS8iVKxe5c+cmc+bMJvnSpUuXoKHYQgghhBBCCCHE9+Tu3btUrFgRf39/OnbsiKWlJebm5pibm2NmZmby09zcnHTp0pEzZ07j/n/++Sfdu3fnxIkT1KhRgytXYNAgHStXasmQQTF/fjiFCytSpoT390XS0KVLl2i35M2bN7GaLD6ybzJY+DVImjQp5cqV4/fff+enn36KMuffixcvcHJyIkOGDJw6dYrGjRsbt+n1es6dO0ezZs2iLbtu3br06tWL7NmzRwnCvY9Wq6VmzZosWbKEgQMHmsxbGBQUxIwZMyhXrpxxcZEyZcowffp0OnToEOO8hTFJkyYNtWrVon///qxevTpe+wohhBBCCCGEEN+7a9eu8cMPP6CUYteuXVGmCYsrX19fkiXzpW1bHQsWaEiZEmbODKdhQxWHAKH41shL/hn99ttvlChRgkKFCjFw4ECyZctGeHg4O3fuZMaMGZw7d47OnTvTpk0bMmbMSOnSpXn9+jXTpk3j+fPn0c71BxGrEt2+ffu9Q3efPHnC6dOnTdLc3NwYOnQou3fv5ocffmDEiBFkyZKFmzdvMnDgQMLCwvjtt9+M+SdNmkSJEiUoUKAAAwYMIFu2bGi1Wv7++28uX75Mrly5Yq3DTz/9hK+vLydOnCB37tzG9MePH0fpqens7Jwow5Fv376Nv78/t2/fRq/XG8+Bl5eXsbu1EEIIIYQQQgjxJTt79iyVKlXC0dGRLVu2kCZNmgSV8+QJjBql5ffftTg4wKhRBlq3NhDH9VvFN0iChZ+Rp6cnR48eZeTIkfTq1YsHDx6QPHlyfH19mTJlChDRS1ApxW+//Ua/fv2wsbEhV65c7Ny5E1dX1xjLjssQ3qVLl7J06VKTtEGDBtG3b1/279/P8OHD6dChAw8fPiRp0qSUL1+eefPm4e7ubsyfPn16jh07xqhRoxgwYAB3797F0tKSTJky0bVrV+O8BzHJnDkzZcuWZfDgwaxfv96YnjVr1ih59+/fnygL1wwePJiFCxcan+fLlw+A7du3U7x48Q8uXwghhBBCCCGE+JiOHDlClSpVSJs2LRs3bsTFxSXeZQQEwIQJWiZN0qLVQp8+Bjp1MvDW8gHiO6VRH2uljUSklCIwMBBra2s0Go3JtuDgYO7cuUOaNGmw+oxh78g5C62srKLUUYgvXULuI71ez+XLl8mYMSM6ne4j11CIL4tc/+J7Ite7+N7INS++VXJtf92UUoSGhvL69WsOHz5MgwYN8PX1Ze3atTGuZxCToCCYPl3L6NFa3ryB9u0N9OxpwNn5I1X+M5FrPiqlFEFBQTg4OMQau5KehUIIIYQQQgghhBBfiLCwMP744w9mzJjB8+fPef36Na9evUKv1xvzVKhQgaVLl2JjY/Pe8pSCf/+Fkyc1nDypYfFiLY8fQ7NmBvr2NZAq1cdsjfgaSbBQfFNGjhzJqFGjot1WpEgRNmzY8IlrJIQQQgghhBBCvJ9Sio0bN9KnTx+uXr1KrVq1yJAhA7a2tiYPJycnihYtGu2c/gYDXL8eERg8der/jxcvInqRpUqlKF1a0aePHi+vT91C8bWQYKH4prRu3ZqaNWtGu83a2voT10YIIYQQQgghhHi/EydO0KtXL/bt20fp0qVZtGgROXLkiPP+9+9D9+46tm/XEBgYERh0d1f4+iq6dDGQK1fE77EsfSCEkQQLxTcladKkJE2a9HNXQwghhBBCCCGEeK/bt2/zyy+/sHjxYjJlysT69espX758nNdCUAqWLtXQpYsOKyvo0cNA7tyKnDkVyZN/5MqLb5YEC4UQQgghhBBCCCE+oYCAAEaPHs2kSZNwcnJi2rRpNG3aFDOzuIdpnjyBjh11rF6tpU4dA7/9pkf6zojEIMFCIYQQQgghhBBCiE8gcvGSIUOG8Pr1a7p370737t2xt7ePVzkbNmho106HXg+LF4dTs6b6SDUW3yPt566AEEIIIYQQQgghxLdMKcWGDRvw9fWlc+fOVKxYkQsXLjBo0KB4BQoDAqBlSx01apiRJ4/i1CkJFIrEJ8FCIYQQQgghhBBCiI+oe/fu1KhRg9SpU3P06FFmz55NqlSp4lXGrl0acuUyY80aDbNmhbNmjZ4UKT5ShcV3TYKFQgghhBBCCCGEEB/J8ePHmTp1KiNGjGDLli3kzJkzXvu/fg2dO2upUMGM9OkVJ0+G06SJIo5roAgRbxIsFPESGhpKpkyZOHz48OeuioiDvn370qVLl89dDSGEEEIIIYT4LhkMBjp16kT27Nnp0qVLnFc5jnT4sIa8ec2YN0/LhAl6tm7V4+HxkSorxH8kWPiZtGjRAgsLiyiPypUrA+Dt7Y2FhQXLli2Lsm+OHDmwsLBgwYIFUbaNGjUKKysrxo0bF+86LV68mNy5c+Po6Ii7uzutWrXi2bNnJnlmzpxJ2rRpKViwoEn6nj17qFKlCilSpMDR0ZHs2bPz888/c+/ePQAWLFhA8hjWbbewsGDdunUA3Lx5EwsLC6ysrIz7Rnrw4AHW1tZYWFhw8+ZNk/ynT5+OsV2HDx+mSpUquLi4YG9vj6+vLxMnTkSv10fJu2fPHqpVq0bKlCmxt7fHx8eH+vXrs3//fmOevXv3mrxmKVOmpEqVKpw7d86krNhe43fLiO6xd+/eGNsUeT4aNWpE5syZsbS0pHv37lHydOvWjYULF3Ljxo1YyxJCCCGEEEIIkfjmzp3LiRMnmDRpEjqdLk77KAXXr0OfPlpKltTh7Kw4fjycDh0MaCWKIz4Bucw+o/Lly3P79m2Tx8KFC43b06RJEyUgePToUR49eoStrW20Zc6fP5/u3bszb968eNXl0KFDNG/enGbNmnH69GmWLFnC8ePHadu2rTGPUsq4nPvbZs2aRYUKFXB1dWXZsmWcOXOGqVOnEhAQwMSJE+NVj0ipUqXizz//NElbuHBhvOd0WLt2LaVLlyZVqlT89ddfnDt3jo4dOzJixAgaNGiAUv+fCPb333+nfPnyJE2alEWLFnH+/HmWL19OwYIF6dGjR5Syz58/z+3bt9m0aRMhISFUq1aN0NBQkzwxvcYFCxY0SatZs2aUvO8GZN8VEhJC8uTJ6dOnD9mzZ482T7JkyShbtiwzZ86M13kTQgghhBBCCPFh/P396d+/P40aNYr1+53BAOfPw++/a2nYUEe6dGZkymTO5MlaBg82sHu3ngwZPmHFxXfP7HNX4HtmYWFBilhmI61bty6TJk3izp07pEmTBoB58+ZRr169KIE0gH379hEUFMSgQYNYtGgRhw8ffm/AKdKRI0dImzYtP/30EwDp0qWjVatWjB071pjn5MmT3Lhxg4oVKxrT7t69S9euXfnpp59M8qZNm5aiRYvy4sWLOB3/XQ0bNmT+/Pn06tXLmDZ//nwaNmzIr7/+GqcyXr9+Tbt27ahcuTLTp083pjdv3hwXFxf8/PxYsWIFtWvX5vbt23Tv3p1OnToxZswYk3KyZ89uPC9vc3FxwcnJiRQpUtCxY0f8/Py4dOmSSeAuttf47XRra2tCQkJivR7elTZtWsaPHw9EnJuYVKpUiYEDBzJy5Mg4ly2EEEIIIYQQX5qnT59y7tw5ihYtipnZxw9nGAwGtmzZQlhYGJaWllhYWGBpaYmlpSXm5ubG3y0tLXFzc0P7Vre/58+f06pVK8LCwqJ8hw0PhzNnNOzfH/E4eFCDv78GMzNFnjyK+vUNFC2qKFhQ4eT00ZspRBTSs/AL5urqStmyZY29Dd+8ecOKFSto0qRJtPnnzp1LnTp1MDc3p06dOsydOzfOxypQoAB37txhy5YtKKV49OgRq1evpkKFCsY8Bw4cwNvb22RZ91WrVhEaGhrtEFgApwS+s/3444+8ePGCgwcPAnDw4EFevHhhHKYdF9u3b+fZs2d069YtyrbKlSvj7e1tHOa9Zs0awsLCYmxHbPNKBAQEsHz5ciAiOPilyZs3L3fv3jUO3RZCCCGEEEKIr8HDhw9ZsWIFnTp1ImfOnKRMmZLy5ct/spFTa9eupXr16tSuXZuqVavyww8/UKpUKQoXLky+fPnIkSMHPj4+pEuXjqxZs/Lbb7/x/Plzli9fTvbs2dm7dy8zZ87E1dWVa9dg5EgtlSvrcHExo2BBM375RcvLl9C+vYFt28J58iScffv0/PqrgR9+kECh+Hy+yZ6Fb97A5cuf9phKafDwACuruO+zefNmkiRJYpLWq1cvevfubXzetGlTevXqRZ8+fVi1ahWenp7RrpwUGBjI6tWr2bdvHwD16tWjVKlSjB8/Hjs7u/fWpVChQsyfP58GDRoQHBxMeHg4lSpVYtKkScY8t2/fJmXKlCb7Xbt2DQcHB9zc3OLe8DgwMzOjfv36zJs3j8KFCzNv3jzq168fr/8eXb16FQAfH59ot2fMmNGY5+rVqzg4OJj07Fu9ejUtWrQwPt+3bx/ZsmUzPk+XLh0Q0YMRIgKQ7x4rLq/xxxb5mt2+fZu0adN+suMKIYQQQgghRHzcvXuXffv2sX//fvbt22f8vubl5UWxYsXo2bMnK1euZMqUKbRt29akJ9/HMHv2bAoUKMDq1asJDQ0lJCSEkJAQQkNDjc9DQ0MJDAxk5cqV9O3blz59+hAeHk716tWZMGECTk4p+eUXLePGabGygsKFFb17R/QczJVLYWn5UZsgRIJ8k8HCy5chf37zT37cvXtDKFAg7vlLlCjB5MmTTdKSJk1q8rxixYp06NCB/fv3M3/+/CjzBUZatmwZnp6e5MiRA4CcOXPi7u7OihUraNas2XvrcuHCBbp3706/fv0oW7YsDx8+pHfv3nTo0MH4X5ugoCCs3omGKqXivZpTXDVp0oTixYszdOhQVq1axb59+wgPD493OW/PSxibd9tRrlw5jh8/zv379ylTpkyUBVF27dqFjY0NR48eZdSoUUydOjVKmXF5jT82a2trIKJnqhBCCCGEEEJ8CZRS3Lx50xgYPHDggHFhxkyZMlGqVCkGDhxI0aJFTTqnpE+fnmLFirFlyxYqVar00ep3/fp1duzYwR9//EGyZMnem79q1aqMHTuWpUuX4u6eEXf3H9i0ScOYMVru34devQz07Gngv69nQnzRvslgYcaMcPRo2Cc9plLg4WGI1z42NjZ4eXnFmsfMzIwGDRowZMgQjh07xooVK6LNN3fuXC5cuGAMDEHE/Arz5s2LU7Bw9OjRFCxY0DgMN3v27Nja2lKyZEkGDx6Mm5sbzs7OnD9/3mQ/b29vAgICePDgQay9C+3t7Xn9+jUGg8Hkvz+Rcxo6OjpG2SdbtmxkzJiRRo0a4ePjQ9asWWNd9fhd3t7eAFy6dCnauRsvXbpEpkyZgIj/VAUEBPDw4UNj70I7Ozu8vLxi7M2YLl06nJycyJgxI0+ePKFBgwbs2rXLJE9cXuOPzd/fHyDG1aiFEEIIIYQQ4mNTSnH16lX2799vfNy5cweNRkO2bNmoWLEiRYoUoWjRorF+d8mfPz958+Zl8uTJ8Q4Wvnr1irCwsCijv6IzZ84cnJycqFmzZixtgrt34exZDefOaTh7NiXnznXn6lUwGDRoNIry5RWbNun57+upEF+FbzJYaGMDvr6f9phKKYKDP07ZTZo0Yfz48dSqVSvaN7Vz585x4sQJduzYYbL9+fPnlClThkuXLsU4FDfSmzdvogTFIpd1j+yZlzNnTmbOnGnSm9DPz49+/foxbtw4kwVOIr148QInJycyZMhAeHg4Z86cwfetF+fUqVPA/wN772ratCkdO3ZkypQpsdY/OmXLliVp0qRMmDAhSrBww4YNXLt2jUGDBpm0Y+zYsdG2433atWvH6NGjWbt2LdWqVYv3/h/TP//8g7m5OZkzZ/7cVRFCCCGEEEJ8h6ZPn87IkSN58OABWq0WX19fatasSZEiRShSpEicgneRNBoNHTt2pHHjxpw7d85kqqiYnDt3jpkzZ7Jo0SJsbGzYvn27seNIdEJDQ40LbP5/pBZcuKDh3Ln/BwfPndPw/HnEd2NHR0X27IrSpQ107arIlg2yZFHY2MS5aUJ8Mb7JYOHXIjQ0lIcPH5qkmZmZReninClTJh48eIBNDO8y8+bNI2/evBQtWjTKtjx58jBv3rz3roRbuXJl2rZty4wZM4zDkLt3707evHmNc96VKFGCV69e8c8//5A1a1YA0qRJw9ixY+ncuTOBgYE0bNgQDw8P7t27x59//omdnR2jR48mS5YslC1bllatWjF69GjSpUvHlStX6N69O7Vq1SJVqlTR1qtFixbUqFHjvQulXLlyJUpalixZmDp1Kg0bNqRdu3a0a9cOBwcHdu/eTe/evfHz86NWrVoAuLu7M3r0aLp164a/vz+NGzcmbdq0PH/+nMWLFwP/D55Gx8bGhubNmzNkyBCqVq1qDKbG9TVOqMielq9eveLJkyecPn0aCwsLk8DggQMHKFKkiEmvUyGEEEIIIUTMTp8+zcSJE9Hr9Zibm0d5mJmZmTy3sLCIkqdo0aIyZzhw9uxZunfvjp+fHw0bNqRQoUI4ODjEu5zXr2HmTC2zZmmxs2uAlZUTzZrd56efsuPpCZ6eireLDQ0NZcOGDcyZM4ejR4/g4uJC69bd2bx5M2XL+rF+/XqyZfPGPJoZzNavX8/jx4/Jm7cjjRrpOHVKw7VrEb0FtVqFlxdkz67o0sVAtmwRQcI0aeAjzdAlxCcnwcLPaNu2bbi7u5ukZciQIcpQXwBnZ+doywgNDWXx4sX06NEj2u3Vq1dn4sSJDB06FPPo3gX/07hxY16+fMm0adP4+eefcXJyokSJEiZLvDs7O1O1alWWLFnC8OHDjelt27bF29ubCRMmUKtWLYKCgvDw8KBSpUp07tzZmG/RokUMGTKEDh06cP/+fVKlSkXVqlXp169fjPWKa2CtYcOGUdJu3LhBjRo1cHV1ZeTIkZQqVYrg4GC8vLzo3bs3nTp1MpmnsEOHDvj4+PDbb79Rt25dAgMDcXZ2Jn/+/GzcuPG9/7Fq3749v/32GytXrjQGIePzGidEvnz5jL+fPHmSpUuX4uHhYZwIGGD58uUMGDAgUY4nhBBCCCHEt27evHl06tSJ1KlTkzp1asLCwoyP0NBQwsLCCA8PN0l/+xE5z7q1tTXDhg2jQ4cOibIQR0hICGPHjqVDhw7v7UzxpdDr9bRr1w5vb2/mzJmDhYVFvMu4cweWL9cyYYIWf3+oU0dhZQUBAdk4e1ZLmzY6lIouSmcO1P3vAY8fw/jxAIMAKFAAdDpF+vSQObMyPjJlUkycuJckSfbRpEkGfHwUZcsa6NZNkT17RF7pLSi+dRoV19UfPiOlFIGBgVhbW0dZhCI4OJg7d+6QJk2aKItvfEoRw5CDsbKy+mgLfnwJzp49S8WKFbl06VKcVlkWn9fWrVv5+eefOXnyZKwrSSfkPtLr9Vy+fJmMGTPG2utSiG+RXP/ieyLXu/jeyDX/bVJKYTAYYn1N7927x+DBg5k3bx4tWrRgwoQJCfqOqZTi5cuXDBw4kKlTp1K4cGHGjBlDrly5PihoOHr0aPr378+0adNo2bJlvPf/HNf2lClT6NatG3v37o12Hvno6PVw9KiGzZs1bNmi5dw5DWZmiiZNFL166YnsrPns2TN8fHx49SocX18/MmT4gUuXbnHq1CmsrKwoVqwYpUuXJlWq1FGO8eLFC4YNG0ZQkCU//tiLe/ecuHBBw8OH//8u7+ISyNixNtSurfjIiy6Lj0Tez6NSShEUFISDg0OssSvpWSjiJXv27Pz666/8+++/cZobQnxer1+/Zvbs2bEGCoUQQgghhPhWXblyhYULF7Jo0SLu3buHs7MzyZMnx8XFxfgzODiYffv2ce3aNaytrZk9ezaNGzdO8DE1Gg22tg706TOBHDkaMXDgdAoVmo6tbXrSpMmLp6cnZcumw8dHh5dXxPDV9wWj7t+/z4gRIwDYtWtXgoKFn9rt27cZMGAAbdq0eW+g0N8ftm2LCA7+9ZcGf38Nzs4Ri4P8/LOecuUU705r6OzszOnTp9m0aRNbtmxh7dqWpE+fnqlT21G3bt23OrdE1z/KkcqVu1GmTBn27FnCjh07SJcuHVu3HqNBg+E4Oqbl9OmRODh88X2rhPgopGdhIvnSexbmyJGD27dvR7tt6tSp1K9f/xPXSLzPp3zNpGehEPEj17/4nsj1Lr43cs1//QICAlixYgULFy7k8OHDODo6UqdOHXLmzMnTp0958uQJjx8/Nv7UaDQUKVKEYsWKUbx48RinQVIKXryAhw/h0SMNjx5F/Ix8/vgxPHwYkf74ccT8dm+ztAwCHhISEg6kI7LvjqWlwtMTvLwU3t4KL6+IOfG8vBQpU0YEEps2bcr27dupVasWy5cv5+7du/Hupdi/f38uX77MokWLEjQcOD7evHlD1apVuXr1KmfOnMHR0dFku1Jw/jxs2aJlyxYNhw9rMBg05Mih+OEHAxUrKvLmVcTnFnx7Ic64unfvHmXKlCE8PJyuXbvSq1cv8ufPz4oVK+K16Ir4Msn7eVQfpWfh+PHj2bhxI1evXsXKyop8+fIxaNCgGFeyhYiFMw4ePBglvWzZsixfvjw+hxcfYP369YSFhUW7zdXV9RPXRsSFvGZCCCGEEELEjV6vZ9euXSxYsIB169YRGhpKuXLlWLRoET/++GO8OpYoBbt2aVizRsO9e/8PCj56BKGhpl+ura0Vbm7g4qJwdYUCBQy4uvLfQ5EiRcRPV1ewsjIDUnPhwgVmzuzBwoX7efnSFQ+PiqRJU46gIE/WrtVx8+b/A40R5b/mxg0/ypXriaWlBU+fnmfnzouUKZMlzgtqzJkzh9GjRwMwePBgkznoE9urV6/w8/Pj+PHjrF+/3iRQqNfDxIlapk/Xcvu2BhsbRalSiilT9FSooEgddcRwnCWk006qVKn466+/KFu2LF26dKFOnTrMnj0bS0vLhFdEiG9AvIKFhw4domXLlvj6+hIeHs7QoUPx8/PjyJEj2NraRrvPwoULCQ0NNT739/enaNGiVKtW7YMqLuLHw8Pjc1dBxJO8ZkIIIYQQQsTu1atXjBs3jnnz5nHv3j18fHz45ZdfqF+/PilTpoxXWS9fwsKFEYGsy5c1eHkpMmSIWNTC1dVgEgB0cYn4aWcX/xVwM2fOzMSJYxgxIoiVK1cye/Zs/vqrIy4uLjRp0oRGjVqg0Xhy9SocO/ac2bP3YG/vzqVLOdi+HWAvlSqBvb2ic2cDffoYol3RN9KRI0fo1KkTrVq1ws7OjjFjxpAtWzbq1q0bv4rHQUBAAFWrVuXcuXNs2rSJwoULG7ddvgwtW+o4dkxDs2YKPz89xYpFLFbyOaVJk4adO3eyd+9e6tatmyiL0QjxtYtXsHDlypUmz6dNm4a3tzenT582eRN427tdd1evXo2NjQ1Vq1aNZ1Wj9yUO+RXiaxM5G4HcT0IIIYQQ4muglGLt2rV0796dZ8+e0bhxY5o0aULu3Lnj/Zn28mWYPl3LwoVa3ryBqlUV06bpKVJExTsQGB/W1tY0atSIRo0acf78eWbPns3MmTONwbxbt24RGBiIhYUFO3bsoECBcEJCoFy5toSEpKFEiQGMGBExjHfuXD0+Pv8vOyQEAgLgypXH1Ko1Ai+v9hQsOJzr15+RI0demjW7y7FjD+jb140YRl3Hm1KKWrVqceHCBbZs2UK+fPmAiN6EU6ZoGTBAS+rUsGePnoIFv6zZ0FKlSiVTcwnxlg9a9SAwMBCIGhCMzcKFC/Hz84uxJyJELAkfEhJifB4ZyNDr9dG+8SulCA0N/axdhSPr+BVMASlEFEFBQcY5PvR6fZz2icwX1/xCfEvk+hffE7nexfdGrvkvX1hYGPXr12fjxo1UrFiRcePGkfa/JXINBkOcytDrYetWLdOn69i5U0fy5Ir27fW0bBluHAobx6ISRaZMmRg3bhxDhw5l1apV7Nu3j1q1apEjRw5y5syJi4sLer0eMzOoWDEdI0eOZPfublSvbkmLFubky2dG2rSKFy80BARAUFDk9+ZUwGaePYPmzUGrtcbRsQ5mZveZOjUZs2ebUa+enp9+0pM584d9lz1w4AB79uxh1apV5M6dG71ez/XrGlq3NufQIS0dOoQzZEg4NjYR51+Ij03ez6OKa8wqwQucGAwG6tWrR0BAAFu3bo3TPidOnKBMmTLs2LGD3Llzx5hv5MiRjBo1yvjczs6O8+fPc+vWrSgNU0phMBiwtrYmWbJk0jNKiHhQShESEsKzZ88wGAzS5V4IIYQQQnzxFi9ezNixYxk1ahRlypSJ13fAGzcs2bHDkXXrknLvniVZs76mbt1nlCv3AguLr6Pjxz///EODBg2YM2cOuXLlIihIw59/JicgwAx7e73xsWnTIo4f386QId3IlcsTBwc9NjYGNBq4evUqtWq1pVSpZZw7V4wnT8wpUOAlDRo8oXDhl+9dnTk6nTt35t69e6xYsYKXL81YtSopM2a44uwczuDBd8iT53XinwwhRLxoNBo8PDzeu8BJgoOF3bp1Y8eOHWzZsoVUqVLFaZ8uXbpw/PjxaBc8eVtMPQstLCyibUxYWBh3796N83+RPpbw8HDMzD6os6YQn4WDg0O8g+16vZ5r167h5eUlK0uJ745c/+J7Ite7+N58j9e8wWAwfp+K7KEXm7CwMC5cuMA///xDunTpyJ0790dfXTeSv78/WbNmpXr16kydOvW9+SNW3dWwZo2OtWu1XLyoxd5eUaWKgTZtwsmb9+sIEL5Nr9eTJk0a2rdvT//+/aPNM3v2bDp27MiMGTNo3Lixcb+3r+169epx5swZjh8/w4YNlkyebMbJk1oyZDDQoYOeBg30xDIg0MTly5fJmTMnAwas4P79aixZoiMsDJo31zNsWDh2donVeiHi7nt8P3+fyJG5iboacqSePXuybds2Nm/eHOdA4evXr1m9ejV9+/Z9b15LS0uTIcVKKQIDA9HpdNE2RqfT4enpSVhY2GcbBmwwGPj3339JnTq19M4SXw2NRoOZmdkHvXHqdDp54xXfLbn+xfdErnfxvfkervm//vqLnj17cuPGDWNnjbp16zJkyBBj0FCv13P58mVOnDhhfJw5c4bg4GBjOdbW1hQoUIDffvsNn7cnzvsIRo4cSXh4OIMHD47x9VEKTp2CVau0rFmj5do1DU5OisqVFcOHh1OmTOSiGl/n9zadTkfx4sXZs2cPAwcOjLL90KFDdOvWjXbt2tGsWbNo99fpdPTv3588efKwZs0ymjRpQv36eg4fNjBpkpauXc0YNMiMXLnOky2bPZkzp8LJSYOjIzg6Khwc+O/3iAVeunc/hLn5IYYOLUjKlIqePQ20aGEgRQqAb/s+El++7+H9PK7iGjOLV7BQKcXPP//Mpk2b2LBhQ7xWa41cvr527drxOWScabXazzpnYeR8ipaWlnIRCiGEEEIIIb5oer2eLl264OTkxIgRI/Dy8uLu3bsMGTKEbNmyUaNGDe7cucOpU6d49eoVAN7e3uTOnZtatWqRO3dusmbNyrVr19i/fz/jx4/nt99+Y/r06R+tzpcvX2b69OkMHjwYV1dXk20GAxw/rmHNGg2rV2u5eVODs7OiShXFhAl6SpZUfKLOj59EqVKl6NatG69evcLurW579+7do06dOhQoUICxY8fGWkb27NmpWrUqI0eOpEGDBpiZmVGokKJQIT03b8JPP13kr7+SsHOnMxDzcss6nUKvb4eHx21+/TWcatVUrKszCyG+fPEKFvbo0YOVK1eyePFi7OzsePToERAxhNHa2hqAtm3b4ubmFuU/HAsXLqRixYokTZo0kaouhBBCCCGEECIh1q1bx7Vr1zh48CB58+Y1ptetW5cJEyawevVqfHx86Nu3L3ny5MHX1xdHR0eTMpSCNGlyU6BAHrJlS8KOHX98lLoqpXjy5Ak///wzqVOnpmPHjsZtgYEwcqSWpUu13L2rwcVFUa2aAT8/RbFiim91lqhSpUoRHh7OggULaN++PQDBwcHUrl0bc3NzlixZgnkcInb9+vUjX758LF682DhcGSBtWtDru1GsWBhDhgxh+/a97Nx5nL//vkp4uA1JkqQjS5ZCeHnl4vr1Jxw/Pp6jR9eRNOnXN6xbCBFVvN4658yZA0DlypVN0qdOnWpcZvzu3btRhuFevXqVI0eOsHr16g+pqxBCCCGEEEJ8lU6dOsWtW7coX768saPF56KUYuzYsZQoUcIkUAgRi0sOGDCAAQMGABAeDnfuwN9/a7hxQ8P163Djhua/B7x6FTlNVEugOr///pS2bZMlSj1v3LhBvXr1uHTpEkFBQQAsXboUq4gxxGzapKFjRx3Pn0PjxgZq1FAULqz4HgZ6eXt707RpU7p06cKdO3cYNmwYnTp14uzZs+zZswcXF5c4lZMzZ06qVKnCiBEjqF+/vnEO/gcPHrB7926mT59OoUKFKFSoEAMHwps3bzh48CC7d+9m9+4lzJ/fE6UUHTp0kI5BQnxD4hUsfP78+XvzbNy4MUqat7d3nPYVQgghhBBCiG/NkiVLaNmyJWFhYdjb21O1alXq1q1LqVKlPssCiXv27OHvv/+O8t0tLCxiKO/u3RqOHtVw7ZqGmzchPDwiIKjTKdzdwdNTUaCAgfr1I3739FRoNC/InXsPnTrV4vBhA7/+qieO09vHaNSoUTx48IChQ4fi7u5OxowZyZQpE//8A8OG6Vi1SkuFCgamTNHj7v5hx/raaDQaZsyYQZYsWejVqxebNm3i0qVL/PHHH+TOnTteZfXr14/8+fOzZMkSGjVqBMDKlSsxMzOjWrVqJnltbGwoW7YsZcuWBSJiBMePH6dgwYKJ0i4hxJfhG+2ULYQQQgghhBCfl1KKcePG0bdvXxo1akSPHj1YtWoVS5Ys4c8//8TFxYWaNWtSt25d8ufPH+1ijkopDh8+zPbt26lduzaZMmX64HqNHTuWHDlyGAM+T59GDOWdM0fLq1caHBwieuhVrmzA0/P/AUEPD2KZi86JnDlHYG39hE2b2rFkiTleXooiRRTNmxsoUCB+w1MfPHjAokWLGDRoEJ06dUIpOHBAQ7VqWjZv1pIqlWLevHDq1VPEsqDnN02j0dC5c2eyZs1Ko0aN6Nq1qzHYFx++vr5UrlyZESNGUK9ePczMzFi6dCkVKlQgSZIkse6bJEkSypUrl9AmCCG+UBIsFEIIIYQQQoiPYPDgwfz666/06dOHQYMGodFo6N+/P/369eP06dMsXbqUZcuWMW3aNNKlS0ft2rWpUKECGo2G4OBgrl+/zsyZMzlz5gyWlpaMGDGC5s2bM2DAANzc3BJUp1OnTrF9+3YWLlzImzcaJk3SMm6cFqWgY0cDlSsrfH0TNtdfqVIlWbp0OJcutWTPHi0HDmjYvl3LokU6/vhDT926cQ8YTp06FUtLS5o3b8Xq1RrGjdNy/LiWLFkUf/wRTp0639aCJR+idOnS3L59+4N6qQ4YMID8+fOzdOlSChQowPHjx1m8eHEi1lII8TX5OteKF0IIIYQQQogv2KNHjxg7dix9+vRh8ODBJr0GNRoNvr6+jBo1iuvXr7N9+3ZKlSrFjBkzKFmyJCVKlKBChQr89NNPpE6dmo0bN/L48WNGjRrF6tWryZQpE9u2bYtXXebOnYufnx8lSpTA0zMDAQG1yZzZjGHDtDRpYuDSpXAGDzaQN2/CFwUpWbIk9+/f59mzK9SsqZg40cCpUxGBvcaNzZgwIW5fP1++fMmMGQvIm/cPihRxpm5dM2xsYP36cE6eDKdRIwkUvutDh7P7+vpSqVIlRowYYVzQtFKlSolUOyHE10Z6FgohhBBCCCFEIps1axZmZmZ06dIl1nw6nY7ixYtTvHhxJk6cyKVLl7CwsMDKygonJyfjMFClwM+vM0mStGLEiC3UqLGHsWO9qFgxPWZm8OYNBAVBUJCGN28Uly/f4dChkxw79g/Xr99Ho7HB3b0SBQr05vbtvPz0kwV16hgYPFiPp2fitLlw4cKYmZmxe/duMmbMiFKKIUMGUKCAB6lStaFXLx2bNmlInhxsbcHGRmFjA9bWkc8j0lasuERAwBn27ElO9eqKBQv05Mkjq+x+bAMGDKBAgQKMHj2a2rVrf/aFeIQQn48EC4UQQgghhBAiEYWEhDBjxgwaNWr03jnf3mZpaUmOHDkAeP4czp/XcOxYxGIjx45puH9fAziSIkVtwsL86NTJgk6dYirN879HTTQahZWV4vVrDdeuQZYsikWLwsiV6wMb+g47Ozvy58/P7t27adu2LXPnzmX06NGkTp2a69db4u2tWLdOS0AAPHgAr19rjUHO168jAp4hIRo0mlx4e+9n/foSpE+fuHUUMcuVKxcVK1Zk8+bN1K1b93NXRwjxGUmwUAghhBBCCCES0YoVK3j06BEdOnSINZ9SEUGzS5c0/z3g4sWI3x89ihi2bGOjyJtX0aCBgfz5FfnyKVKkgPv3H1O4cEM0moykT5+eEycO8OrVI5Ils6NUqQJUqFCc0qULkiSJFZaWfLJFQEqUKMH06dM5c+YMXbp0IV++fBw7dowTJ07QuHEeGjfWx7ivwWCgZ8/eTJ48hcWLD0ug8DP49ddfcXFxoVSpUp+7KkKIz0iChUIIIYQQQgiRSJRSTJ48mXLlyuHj42NMf/4cDh2KCARGBATh8mUNAQERUTxzc4W3N/j4KFq0MODjo8icWZE5M9HOIZgypStbtkymdOnS+PunoGPHylSp0hdfX1+02s83NX3JkiUZPnw4lSpVwtvbm61bt+Lt7c3atWvJkydPjPu9efOGZs2asXbtWsaPH2fsYSk+rcyZMzNz5szPXQ0hxGcmwUIhhBBCCCHEd08pZbIISUIdOnSIU6dOsX79emParl0amjTR8eiRBjs7hY+PwscHqlQx/Pe7wtMz+qBgbHx8fLh7926i1Dux5M+fH2tra16/fm1cKKNy5cqsXbuWYcOGRbvPo0eP8PPz459//mHFihVUqVLlE9daCCHE2yRYKIQQQgghhPhuBQcH07lzZzZv3kzPnj1p2bJlgstSSjFu3DgyZMhAuXLlCA+HYcO0jBihpWRJxe7d4aRPn7hDgr+kQCFEzLs4ZMgQvL29yZgxIwBVq1Zl/vz5XLx4kUyZMpnkv3DhAlWrViU0NJRdu3aRK7EnUhRCCBFvn69/uhBCCCGEEEJ8Rrdv36ZEiRIsWbKEQoUK8fPPP5M9e3Y2bNiAXh/z3HrRUUrRu3dvNm7cSP/+/XnwQEv58jpGjtQyaJCBTZv0eHl9urkDP6fOnTtTsWJF4/MyZcpga2vLunXrTPLt3LmTYsWKYW9vz4EDByRQKIQQXwgJFgohhBBCCCG+OS9fvmTJkiXUrl2bevXqsWDBAp48eUJISAhHjx5l4sSJFChQAH9/f/bu3cuyZcs4ffo0vr6+DBgwgPz587Nx40aUUu89VmSgcMKECfz22284OdUjb14zbtzQsH27nj59DOh0n6DRXygrKyvKly9vEiycM2cOP/74IwULFmTPnj2kSZPmM9ZQCCHE2yRYKIQQQgghhPgmRAYIa9SoQcqUKWnSpAn379/nzp07tGrVitSpU+Ps7EzRokX55ZdfKFKkCIcPHyZnTl+eP4dUqXyYN28p8+f/ibOzM35+fpQsWZJDhw7FeMz/Bwqn0b79as6d60CVKmbkyaM4fjycokXfH2z8HlStWpUTJ05w69Yt+vXrR9u2bWnevDlr1qzBwcHhc1dPCCHEW2TOQiGEEEIIIUSievnyJR06dMDZ2ZlBgwbh6Oj4UY+1ceNGVq1axbZt2wgJCSFfvnwMGTIEPz8/PDw8gIhFNLZt28bLly/Jnz8/2bNn5+5dC6ZP17J4sZZr1yLHB5sDDdBq62NubuDIkWBKlAjG0vIVTk622NqaY2YG5uZgYaF48OAODx/Wwtx8NNOmmeHmphg1Sk/nzgY+46LEX5yKFStibm5O2bJluXXrFqNHj6Zz585f3JyLQgghJFgohBBCCCGESET379+natWq3LhxA4PBwOrVqxk/fjx+fn6JFhiKa4AQQK+HO3fg6tUUvHrVlGvXYOtWDVevarhxQ4OtraJ6dcXAgXo0GggNNXD79iOcnVOg12sJCbHkxInLbN++h0ePXpMlS04KFCiCpaUDBw4c4eHDi+TNW4iaNTWUKRNG1qzfx7yE8eXo6EiZMmXYs2cPy5cvp2rVqp+7SkIIIWIgwUIhhBBCCCG+A8HBwUDE/HEfy5kzZ/Dz80MpxZ49e3BycqJLly7Uq1cPLy8vMmTIQLp06fD09DQ+0qVLF+c6XbhwgcGDB7N582aTAGH16n7Y2Hhw9aqG3bvhypWIYODVqxquX4eQkIjonbm5In168PZWVKtmwNdXUbmywtb2/8fQ6w1cvuxPxozJ35pnMBuhoRn5448/GD68JQsXvqBQoUKcPbuHiRMn0r69N2BI1HP5LZo1axZv3rwhbdq0n7sqQgghYiHBQiGEEEIIIb4yr169okePHgQHB5MqVaooDxcXF3T/RboePnzI1KlTmTlzJmnTpmXfvn1YWlomWl22bdvG2rVr2bdvH1evXiVHjhysW7eOlClTArBq1So2b97Mzp07uX79Ojt37mT27NmEhIQAoNFoSJUqFenSeZIunRceHl6kSeOJu3t6UqZMi42NIwEBb5g8+XcWLlxGihTp8PNbTvLkhXnyJAkrVsCvv2oICND8V57CwyMiIFiihIGWLSN+9/aOSE/oQiMWFha0a9eORo0a8dtvvzFt2rT/AoXtE+U8fg9cXFw+dxWEEELEgUbFZXmvz0wpRWBgINbW1l/snBZ6vZ7Lly+TMWNG4wczIb5lcs2L75lc/+J7Itf7l0cpRfPmzVm7di05cuTg/v373Lt3j7CwMGMenU6Hm5sbKVKk4OzZs1hYWFC3bl3mz59Px44dGTlyZKLU5fz58+TKlYsMGTJQsmRJihQpwo8//oiNjQ0ADx/Cpk0aNmzQ8u+/GsLCIDwcwsIgONhASIjhvzQNen38+jG4uKj/goD/DwZ6e0f0HPyQzpNyzYtvlVzb4nsj13xUSimCgoJwcHCINb4mPQuFEEIIIYT4iixYsIBFixYxb9486tevD4DBYODp06fcu3fPGDyM/L1GjRq0aNECJycnvLy86N27N+XKlaNUqVIfXJfRo0fj7u7OqVOnMDc3Rym4eBE2btSyYYOGY8c0aDRQuLCidGkDFhYRC4P8/6F9Ky3cmB4a+ppnzx7y9OkDnj69z+vXL6hevTIeHimxtIzoIejk9MHVF0IIIUQ0JFgohBBCCCHEV+Kff/6hU6dONGvWzBgoBNBqtbi4uODi4oKvr2+M+3fp0oVt27bRokUL/v77b5ydnRNcl+vXr7N8+XLGjZvI0aMWbNgQ0YPw2rWIRUPKllXMnq3nhx8UyZLFt3QbwPO/x9u++EFRQgghxFdPgoVCCCGEEEJ8gW7fvm2cC9DMzAxbW1sOHTqEp6cnEyZMSFCZWq2WOXPmkCtXLooXL0PmzKWxt8+IlZUnGk1qwsOTo5QTzs5mJEkS0XvPyUmZ/O7kBBYW0LHjLiwsFjF0aG38/bWkSKGoVEkxdqyeUqXUBw0FFkIIIcTnI8FCIYQQQgghviCXLl2iZcuWHDt2DAsLCwoXLoxOp+PBgwekSpWKyZMnG+cEjI7BAM+ewb178OCBhvv34f59DQ8eRPy8f98DeMiVK2ZcuaJ9a88Q4B5wHwuLZGg0SQkNtUapmOZ5ao+LyxOaNlVUqRJOnjwKrTaGrEIIIYT4akiwUAghhBBCiC+EUop27drx9OlT5s+fT6VKlXBwcIiSLzQ0YuGQa9cigoD37kX8jAwOhoX9f9JyjUbh6gopUyrc3CBfPgNVq+pIlcqAm5sBNzeFq2s4wcH3uXv3DpcvX+bQoUMcOnSIa9euA/akTp2NbNmK4e2dD3f37GzbdpDDh8dz4cIOHBwMn/AMCSGEEOJjk2ChEEIIIYQQX4ilS5dy8OBBtm7dGu0CJKGhsGCBhlGjdNy6pcHJSZEyZUQg0Nsbihc3GJ9H/nR1BbP3fuo3A9zx8HCncOHCNG/eHICHDx9y+PBhDh06xMGD2/nrr9Ho9XoA+vTpE20gUwghhBBfNwkWCiGEEEII8RH4+/tz/Phx43DiQoUKkSdPHqytraPN/+rVK/r06UP16tWjBApDQmD+fC2jR2u5cwdq1FCsWRNO1qwftw0pUqSgevXqVK9eHYDXr19z/Phxzp07R9OmTT/uwYUQQgjxWUiwUAghhBBCfJOCgoKwsLBAp4tpzr0PExgYSL58+XB0dKRIkSIUKFCAp0+fcuzYMY4ePcq1a9cAcHZ2JjQ0lJcvX2Jubo6vry+FChWiYMGCFCpUCFdXVwB+/fVXnj9/zujRo43HCA6GuXO1jBmj5d49qF1bsX69nsyZP0qT3svW1pYSJUpQokSJz1MBIYQQQnx0EiwUQgghhBDfFKUUixcvpkePHqRPn56VK1eSIkWKRD/O0qVLuXnzJnXr1mXjxo1MnjwZc3NzcuTIQfny5enfvz/58+fH09MTg8HA+fPnjUN616xZw8SJEwFInz49+fPnZ8WKFfTp0wcPDw+Cg+GPP7SMHavlwQOoU0fRp48eH59Eb4YQQgghhAkJFgohhBBCiG/GrVu36NixI1u3bqVq1aocO3aMwoULs2bNGrJnz55ox1FKMWvWLCpWrMi8efOAiPn9nJycsLKyipJfp9ORI0cOcuTIQdu2bQG4d+8ehw4dMgYQs2fPTvv23Zk8OSJI+OgR1Kun6N1bT8aMiVZ1IYQQQohYSbBQCCGEEEJ89QwGA9OnT6d///44OTmxevVqKleuzN27d6levTrFixdn2bJllCtXLlGOd+LECc6cOcOQIUOMafHtvZgyZSoqVKhF/vy1aNIE9uzRkjOnlidPoEEDRa9eery9E6W6QgghhBBxJsFCIYQQQgjxVbt48SJt27bl8OHDtG7dmuHDh+Po6AhA6tSp2bNnD7Vq1aJVq1ZcvHgRGxubDz7mrFmzcHd3jzX4+Pw5HDmi4fBhDTdvanjxAvz94fnziN+fP4fwcI0xv06naNQoIkiYPv0HV1EIIYQQIkEkWCiEEEIIIb5KoaGhjBkzhhEjRuDh4cHOnTspWrRolHy2trZMnjyZbNmyMXXqVHr27PlBxw0ICGDZsmX07NnTZPGUO3dg924Nhw9rOXxYw4ULEYFAFxdFxoyKJEkgc2ZIksSAkxMkTQpOThHpSZKAu7viv7VOhBBCCCE+GwkWCiGEEEKIr87x48dp06YNFy9epHv37vTv3z/auQIjpU+fnpYtWzJmzBhatmxJkiRJEnzspUuXEhISQtOmTQF49gyGDtUyY4YWgyEiIFiokIHu3RWFCik8PUGjib1MIYQQQogvhfZzV0AIIYQQQoj4uHz5MiVKlMDc3JzDhw8zbNiwWAOFkfr06UNoaCjjxo0DIhYpmT9/PgMHDkSv18fp2KGhocaFTZInT8WkSVoyZTJj4UItw4YZePgwnFOnwpk2zUCjRor06SVQKIQQQoivi/QsFEIIIYQQXySlFP7+/jg7O5ukjx8/HmdnZ/bu3RunIGEkNzc3fvrpJ6ZMmcKPP/7IoEGD2LlzJxqNhmfPnjF58mQ00UT2AgMD2bp1K+vXr2fr1q0EBgbi5zeXnDnNuHEDWrQwMHCgAReXD26yEEIIIcRnJz0LhRBCiAQKCwujX79+PHz48HNXRYhv0sCBA0mdOjUHDhwwpt2/f59FixbRqVOneAUKI/Xo0QNLS0uKFi3K5cvXGTbsMHXq7GfmzEAaNVrA4cMaduzQ8Mcfz2nefA/Zs8/AxWUcDRv+y+7dVfH03E2OHC8ZNCgXHh6K48fDmTpVAoVCCCGE+HZIz0IhhBAigVatWsWYMWPw8PCgdevWn7s6QnxT5s6dy8iRI3FxcaF169acOHECa2trJk2ahJWVFa1atUpQuXZ2TrRtu4JNm2y4dy8//ftr0ekUUJjly2H58sicLkBZNJriWFvrSZLEDEdHMywtIxYkGTQonIoVlQwxFkIIIcQ3R3oWCiGEEAmglGLSpEkAnD179jPXRoiv27Nnz9i7dy8BAQEA7Nixg/bt29O6dWt27NjBnTt3GDx4MC9evGDWrFm0adMGR0fHOJcfHg47dmho106Hu7sZI0aU5uXLAjRtqjh8OJw3b8Lx9w+jQ4ex2Njko0KFtkyevJjbtx8REqLhxQsz/v0XTp8OZ/9+PevX66lUSQKFQgghhPg2Sc9CIYQQIgFOnjzJqVOncHd3l2ChEAmklGLp0qV069aNZ8+eodFoyJo1Kzdv3qRs2bJMnDgRMzMzfvnlFwYMGMCtW7cIDQ2lY8eO7y07LAx279awerWWdes0PHumwdNT0bSpgZo1Dfj6mi48YmcHEyZ0ZsKEzh+xxUIIIYQQX7549SwcP348pUqVIk2aNHh7e9OgQQOuXr363v0CAgLo0aMHPj4+uLq6kidPHv76668EV1oIIYT43BYuXEimTJlo06YN586dw2AwfO4qCfFVuXPnDtWrV6dJkyaUKlWKw4cPM3PmTPLkyUO1atVYtGgRZmYR/9fu2rUrvr6+rFq1isaNG5MiRYpoywwLg23bNLRurSNNGjMqVzZj714NzZsbOHo0jIsXw/n1VwO5cskKxUIIIYQQMYlXz8JDhw7RsmVLfH19CQ8PZ+jQofj5+XHkyBFsbW2j3Sc0NJTq1auTLFky5s2bR8qUKblz5w4ODg6J0gAhhBDiU7t69Sp79+5l2rRppEmThtevX3Pjxg28vLw+d9XERxQSEsKWLVuoVKkS5ubmn7s6Xy2DwcAff/xB7969sbOzY+XKlVSpUgWA3Llz06RJkyj7mJmZMWvWLH766Sd69Ohhsi00FHbt0rBqlZb16zU8f64hfXpFixYRPQhz5pTAoBBCCCFEfMQrWLhy5UqT59OmTcPb25vTp09TuHDhaPf5888/ef78Odu2bTN+sHZ3d09gdYUQQojPb+rUqSRJkoS6devy8uVLIGLeQgkWfrsePXpErVq1OHLkCNWrV+fPP/+UgGECXL16lXbt2rFv3z6aN2/OyJEjcXJyitO+WbNmZc+ePcbnO3ZoWLpUy4YNEQFCLy9Fq1YGatSQAKEQQgghxIf4oDkLAwMDAUiSJEmMebZs2ULevHnp2bMnmzdvxtnZmZo1a9KlSxd0Ol20+4SEhBASEmJ8rpQCQK/Xo/lCP/np9XqTn0J86+SaF9+rx48fs2DBApo2bYq5uTnJkyfHxcWFs2fPUrVq1c9dPfERnD17lpo1axIWFsawYcMYPHgwDRo0YMGCBd9FwDAx3u/Dw8OZPHkyQ4YMwc3Njc2bN1OyZMkElRsaCj16mDFrlhleXgZatdLj56cne/b/LzgiswKIDyGfccS3Sq5t8b2Raz6qyPja+2hUXHO+w2AwUK9ePQICAti6dWuM+fLly8ft27epVasWLVq04MaNG/To0YM2bdrQq1evaPcZOXIko0aNMj63s7Pj/Pnz3Lp1K84NE0IIIRKbUoru3btz6tQpVq9ebfxnWdu2bbGysmLixImft4Ii0e3atYu+ffuSLl06Jk6ciKurK3v27KFHjx6UKFGCESNGfBcBw/g6deoUt27dwsrKCo1Gw/z587l06RINGjSgffv2WFtbJ6hcf38dPXum5cwZG/r0uYefn7/0IBRCCCGEiCONRoOHhwcODg6xdsZLcLCwW7du7Nixgy1btpAqVaoY8+XJk4fg4GDOnDlj7Ek4depUJk+ezKVLl6LdJ6aehRYWFl90z8Jr167h5eUVY49JIb4lcs2L79HixYtp0aIFixYtIkuWLMbrv3fv3qxduzbGv2vi66OUYsyYMQwcOBA/Pz9mzZqFjY2NcfuGDRto0KABlStXZv78+d90wDC+7/dBQUG4u7vz6tUrY1qmTJn4/fffyZcvX4LqEBwMy5frGDbMjJAQWLw4lMKF5R/I4uOQzzjiWyXXtvjeyDUflVKK0NDQ9wYLEzQMuWfPnmzbto3NmzfHGigEcHV1xdzc3OSFyZAhA48ePSI0NBQLC4so+1haWmJpaWl8rpQiMDAQnU73xQYLI+l0OrkIxXdFrnnxNTMYDPTu3Zt169aROXNmcuTIQc6cOcmRIwdp06Y1+Ztz584dunbtSv369fHz8+Py5cvG6z9Hjhz89ttvvHr1CkdHx8/YIpEYgoKCaN26NcuWLaN///70798frVZrkqdatWosWbKEevXq0axZs+9iSHJc3+937NjBq1evOH36NGnSpCE4OJikSZMm6G/F69cwZoyWWbO0PHmioWJFA5Mm6XF3175/ZyE+kHzGEd8qubbF90au+f+La3/BeAULlVL8/PPPbNq0iQ0bNuDh4fHeffLnz8/KlSsxGAzGD9rXr18nRYoU0QYKhRBCiE9BKUWnTp2YNWsWTZo04f79+8yePZvHjx8D4OjoSI4cOYyPRYsWYW9vbzLUOCwMli3TYGMT0Vvq3LlzFClS5HM0RySSBw8eULNmTc6fP8+iRYuoVatWjHmrVKnCkiVLqFu3Lo0bN2b8+PGkSJHii//H5se2atUqsmXLRubMmQGwt7dPUDkvX0LVqjpOnNDQvLmB9u0NeHsnZk2FEEIIIUR04hUs7NGjBytXrmTx4sXY2dnx6NEjABwcHIxzz7Rt2xY3NzcGDhwIQPPmzZk9eza9e/emdevWXL9+nfHjx9O6detEbooQQggRN5GBwpkzZzJz5kyaNm1qTH/48CFnzpzh9OnTnDlzhi1btjB58mQANm3ahJOTE3q9npcvtVSrZs6uXTogCxrNfubOfUnevPBW53jxFTl58iQ1atRAKcXu3bvJlSvXe/eJDBjWq1ePVatWYWdnR/r06fHy8iJ9+vR4e3tToUIFXF1dP0ELPr+goCA2bdpEjx49PqicgAD48UcdFy5o2LZNT4ECMuRYCCGEEOJTiVewcM6cOQBUrlzZJH3q1KnUr18fgLt375oM1UmdOjUrV66kX79+FClSBDc3N9q0aUOXLl0+sOpCCCFE/Lx69YqNGzeycOFCtm/fzowZM4yBQoiY8NfNzQ03NzcqVKhgTH/58iVPnjzB09MTgFu3NDRp4o2/v5ZNm8IJDISWLS1YuPAHtm5VNG1qoFUrA2nTfuIGigTbvn07NWvWJEuWLKxcuZKUKVPGed+qVaty8eJFzpw5w7Vr14yPo0ePcvfuXVxdXVmyZMl30ev0r7/+4tWrV/j5+SW4DH9/qFRJx40bEYHC3LklUCiEEEII8SnFK1j4/Pnz9+bZuHFjlLR8+fKxffv2+BxKCCGESFSDBw9m/PjxBAUFkS9fPpYsWUKNGjXitK+9vb1xKOXx4xqqV7fAwiKUPXtCyZw54h9kmzZN5vTpEEqUWMLMmVrGjtXyww+KNm0MlCunkGlSvlz37t2jcePGFCtWjOXLlydopV4PD48o07OEhsKSJQGMHTuDsmWH0L9/Y37+uQHm5h8+TPnWrVu4u7t/cUOeV61aRZYsWfDx8UnQ/k+fwg8/mHHvHmzbFk7OnIlbPyGEEEII8X4yO7QQQohv3s6dOxk+fDht2rThypUrHDhwIM6BwretXq2hdGkd6dIpFiy4SsaM/+/xlD17dq5f38iYMWHcvBnO9Ol67t/XULWqGZkymTFmjJYnTxKzVSIx6PV6mjVrhqWlJXPnzk1QoPBdN2/CgAFa0qc3o1WrZFy+3A+9fjeDBzfDzk5H+vQ6SpXS0bSpjl9+0fLHHxq2b9dw+TIEBcVedkBAAM2aNcPb25vWrVsTGhr6wfVNLMHBwWzatClB9xbAo0dQpowZDx/CX39JoFAIIYQQ4nNJ0GrIQgghxNfizZs3tG/fnhIlSjBq1KgE9cR6/RqmTdPSr5+OWrUMzJwZyq1bepM82bNnJygoiGvXrpExY0aaN1c0axbO8eMaZszQMnSolsGDtdSoEdHbsGBBxRfWKey7NHbsWPbu3cvWrVtJlixZgssJD4ctWzTMmqVl2zYNDg7QsKGBli0NpEsHt2/DvHm7mTRpHWFhuUmatBY3b9qyb5+W+/fBYPj/xeDionB3V7i7g4dHxE93d8Xt2ycYNmwBL19mJGvWA/z55xZOnhzOvHndyZrV4bNfT3/99RcvX75MULDwyhWoUcOMwEDYvj2cBHZMFEIIIYQQiUCChUIIIb5pgwcP5sGDB2zcuDHWQKFScO8eXLmi4fJlDVeuwOXLEb/fuROxX+/eegYNMqCimUItW7ZsABw9epSMGTMCoNFAvnyKfPn0jB4NCxZomTVLy5IlZmTLFhE0rFfPQAIXixUf6NixYwwaNIiePXtSsmTJBJVx7x7Mnatlzhwtd+9qyJPHwIwZemrVUtja/j+fjw+MHFmSOnWcqF27NocO9WLJkiUUL16csDC4exdu39Zw61bEz4gHnD2r5fZtCA3VAPmB/CRJoken02JllY9z58zJnRvs7fVky6YhWzZF1qyQNasia1aFo2OinKo4WbVqFZkzZyZTpkxxyq8U7NihYepULVu2aHB3h507w/Hy+sgVFUIIIYQQsZJhyEIIIb5ZJ06c4LfffmPAgAF4e3tH2a4UTJ+upUABHc7OZnh6mlOhghk9emjZuVOLrS3UrWtg9uxwjh8PY8gQA9oY/nImT56csmXL0qdPH+7evRtlu7MzdO1q4Pz5cDZtCiddOkWnTlrSpjWjUyct588ndutFbAICAmjUqBG5c+dm4MCB8drXYIDt2zXUqqXDy8uMceO0lC+vOHo0jEOH9DRtahoofJuvry+HDx8me/bsVKhQgcmTJ2NmpkiXDgoUCObOnWHs2lWClCkHMGTIYRYuPIqnZ1YsLNLSpcs8HjwI4dEjA8ePh+PvD3/9dZkUKVpgMIzE1vYZ+/dr6dpVS8mSZiRPbk6lSjpOnUqEE/YeISEhcR6C/OoV/P67luzZzahUyYy7dzXMnKnn7FkJFAohhBBCfAmkZ6EQQohvjsFgYOXKlfTt25fs2bPTtWvXKHkCAqB1ax1r1mipWdNA7doGMmZUZMgQEbgxS8BfyLlz51KgQAHq1avHzp07sbCwiJJHq4WyZRVly+q5cwf++COiV9rvv+soUsRA69YG/PwU0ewqEolSio4dO/L06VO2bNmCubl5nPZ78gTmz9cye7aWGzc0ZM2qmDgxoneog0Pcj58sWTI2btxI//796d69O3///TcNGjSgW7du3Lhxg7JlyzJ9+nR+/fVXAHLkyMHRo2vJkiWLSTkaDZQo4cmJE0OpUaMGBw4MZ/78+fzwQzUuXYKTJzWMH68jf35zatUyMGKEHnf3uNczPnbu3ElgYCDVq1ePMc/16xHB+XnztLx+DVWrKqZP11O4sAzJF0IIIYT4kkjPQiGEEN8MpRRbtmwhf/78NGzYkKxZs7J06VLM3on8nTwJBQqYsWuXhuXLw1m8WE+3bgYqVVJ4eycsUAjg4uLC0qVLOXnyJD179nxv/jRpYNAgA9evh7N4cThmZtC4sRmenmYMHaolLCxh9RCx+/PPP1m6dClTpkzB09Mz1rxKwf79Gho10pE2rRmDB2spVEixb184J06E06ZN/AKFkczMzBg5ciQLFy5k7dq1VK5cGWdnZ44dO8a6deu4d+8eu3fvZu7cuRw8eDBKoPBtyZMnZ9u2bVSsWJE6deowbdoEsmdXNGumOHUqnBkzwjlwIGKxnY91Ta1ZswZvb+9o63nsmIZq1XRkzmzGokVa2rY1cOVKOEuX6ilSRAKFQgghhBBfGgkWCiGE+CYcPHiQUqVKUbVqVezt7dm9ezdr1641CQaFhcGwYVqKFDHD0VFx9Gg41apFMwHhB8iXLx8TJkxg+vTpzJs3L077mJtDzZqKv/7Sc+ZMGLVqGRg5Ukvlyjr8/RO1et+9q1ev0rlzZxo2bEi9evVizPf8OUyerCVHDjNKlzbj5EkNv/5q4ObNcObM0VOgQOIEuerUqcOhQ4f4888/2b17N1mzZgUigomFCxemQYMG0fZQfZe1tTWLFi2iR48e9OrVi06dOhEeHhGAbtZMsXZtOBcvwqRJif/RLywsjA0bNlC9evUo84KePw/ly+u4eVPDjBl6btwIZ9gwA2nSJHo1hBBCCCFEIpFhyEIIIb5qp06dYuDAgWzdupWcOXOyYcMGypUrFyVo8c8/0KKFjjNnNPTqZaBvX8NHG+rbqlUrzpw5Q7t27XB2dubHH3+M876ZMsGECRFDkWvX1lGkiBmrV8vqsImlZ8+euLq68ttvv0XZphQcP65h5kwty5drCA+HatUUkybpKV784/WAy5IlS6w9B+NKq9UyfPhwPD09+emnn7h16xaLFi3C3t4eX1/46ScDQ4dGDLv38EiEiv9n3759+Pv74+fnZ5L+4gXUrm2Gpyfs2xce4zyOQgghhBDiyyI9C4UQQnyVrly5QoMGDcifPz/Xr19n8eLFHDlyhPLly5sECvV6GDdOS/78Zrx5o2H//ogVjT/mnIAajYZJkyZRpUoV6tevz969e+NdRtGiioMHwzE3h6JFzfjrLxmrGVchISH07t2bffv2maTfv3+frVu30r17d+zfWYJ6924N+fKZUaSIGfv2aejXz8CNGxFD1EuU+LqGyrZo0YINGzZw6NAhSpYsaVxwZ+BAA0mSQLduukQ93po1a0ibNi2+vr7GNIMBmjTR8fQpLF8ugUIhhBBCiK+JBAuFEEJ8Ve7cuUPbtm3JkSMHR44cYcaMGZw5c4aaNWuifWep4qtXoVQpHX37avnpJwPHjoWTJ0/iDjuOiU6nY8GCBRQpUgQ/Pz9OnjwZ7zI8PWH//nAKFVJUqaJjyhQtKp7VP3bsGDdu3Ij3sb9WgYGBVKlShfHjx9OtWzfUWydsyZIlmJubU7NmTZN95s7VUKmSDgcHxfr14Vy8GE6vXgZSpPjUtU88ZcqUYc+ePTx//pwiRYpw+vRp7O1h3Dg9GzZoWb8+caKfer2edevWUa1aNZMg/dChWrZu1bBwoZ706RPlUEIIIYQQ4hORYKEQQoivwpMnT+jZsyeZM2dm/fr1jBo1in/++YdmzZpFWcDEYIBp07TkyWPG48cadu3SM3KkASurT1tnS0tLVqxYgY+PD5UrV+by5ctx2u/w4cPUqlULvV6PgwOsXq2nc2cD3brpaNVKx6pVGnbv1nDmDNy9C2/eRC0jODiY7t27U6RIEXLkyMGwYcMICQlJ5BZ+WR49ekTZsmU5efIkAwcO5OzZs+zZsweIWPxm4cKFVKlSBScnJyDiOunfX0ubNma0aGFg2zY9FSoodInb8e6zyZo1KwcOHCBFihSULFmSPXv2UL26omJFAy1b6jhx4sMDhkeOHOHRo0cmqyBv2KBh+HAdgwYZKF/+0wTnhRBCCCFE4pFgoRBCiM/u2bNnPH36NNptgYGBDB48mIwZMzJ37lx69+7N5cuX6dSpE1bRRP9u3YIfftDRpYuOpk0N/P13OIULf76AhZ2dHevXryd58uRUrFiRO3fuvHef6dOns27dOnbv3g2ATgejRhmYOTOclSs11KtnRvnyZuTNa46npzlOTuY4OJiRNq0ZuXKZUbBgMKlSHWHq1JyUKHGEAgVWM2zYAzJk6MXMmZc4fx4ePIgYov2t+PfffylZsiQPHjxg586d9O3bl2zZsjFx4kQgYm7LCxcu0KhRIwCCg6FRIx1jxmgZNUrPpEmGBK+C/SVzc3Nj586dZMyYkXHjxqHRwIIFenx8FBUq6Dh+/MMChmvWrCFlypTkz58fgMuXoVkzHVWqGOjVy5AYTRBCCCGEEJ+YBAuFEEJ8Uq9evWL//v1MmDCB+vXrkzFjRtzc3PD09GTs2LGEh4cDEBQUxPjx48mQIQPjxo2jdevWXL58mX79+hnnmwsNhZMn4ffftbRooSN7djMyZDDj2jUNW7aE89tvhi9irjRnZ2c2b96MVqulYsWKMQZGIaJH4KZNmwD4888/TbY1barw9w/n8eMwLl4M4+DBcDZsCGfevHBGjDDQrJkeR8dTnDq1EaWsyZSpDnfu5OPMmR8wGGby4MH/2rvr8CjOBYrDv92NQXAvQRscEqR4kCK5Fy3uBVoKRYoUh+JSpEhxihZroUCBIqGCBS/BCVaCu1uCJNmd+0fK3qZokNie93l4aHZndr5JT7ebk5nvm0z79l4UKuRM5szO5M3rxJYtsX8yvh07dlC9enUuX778zOcPHjxI2bJlAfD398fb2xuTyUSnTp1Yu3YtR48eZd68eaRLl46KFSty40bECr2rVplYuNBK5862ODUnYVS5u7vzn//8h4MHDwKQJAmsXm0lTx6DypUt7Nr1eidvGAYrVqygRo0amM1m7t+HevWceO89mD3bilmfMkVERETipHj4O3QREYkONpuN2bNn4+bmRrZs2fD09CRVqlSR5i0LDQ3l0KFD7N69m4CAAHbv3s2xY8ew2WwkTJiQggUL8tFHH/HBBx+wd+9e+vbty9KlS2nQoAETJkzg6tWrfPrpp3z11VekT+/ByZPw++8mdu82sWuXif37TTx+bMLJycDLC8qWtdGtm0GNGgZJk8bgN+cZPDw88PPzo1y5clSvXp3ff//9qUU2ANatW8f9+/dp1KgRK1asIDg4mESJEtmfN5shWbKIP56e/79i8tKli7Rs2ZJt29bRqVMnhgyphpubCxBRvlqtEBh4kbJla+Hr25BmzboydqyZihUtdOpkY9AgGwkSvONvwms4dOgQNWrU4M6dO7Rr145ly5ZFytjWrVupVasWWbNmZdWqVaRNm9b+XMOGDenXrx+jR4/Gz8+PZs2ac+CAM02bWrh7F9ats1K0qGPcJuvt7c3ly5e5fv06qVOntheGH31koXJlC2vWWClePGrfiz179nDu3Dlq1apFeDi0aGHh4kXYvj2cJEne0YmIiIiIyDunslBERF7LypUradeuXaTHEidOjKenJ1myZOHChQscPHiQ0NBQnJyc8PLywsfHh06dOlG4cGFy584daa7Bhg0bUrduXT7//HN69epFjRot+e9/+3Lhggdt2pgICDBx61ZESeTpaVC4sEH9+jaKFDHIn9+IlUXXv2XPnp1Vq1bh6+tL3bp1+eWXX566lXrZsmXkzp2bwYMHs3DhQpYvX26/dfZ5li9fTtu2bXF1dcXPz4+KFSs+tY3FAvnzezB0aDO6du1K164lWbeuOBMmmOnf38ySJWZq17ZRs6ZByZKxY96+06dPU61aNTJnzszYsWNp0aIFCxYssH8/Vq9eTePGjSlevDhLly4lyb8aKhcXF5o168rIkbuBUSxY0IRvv3UiZ06DrVvDyZo1Bk4qhnh7ewMRV2FWqFABgMSJYdWqiMKwShULq1dbKVny1QvDZcuWkTJlSooVK0Xz5hZWrzaxeLGVnDnfySmIiIiISDQxGUZU11WMfoZhcO/ePRIkSBDpaoLYxGq1cvz4cXLmzIklNvyEJfKOKfOOzTAMSpcujZubGytWrODUqVOcPHnS/veZM2dImzYthQsXpkiRInh7ez9zfkGImDvu+HE4csTE0aMmDh82OHAAzp2LKBJTpjQoWjSiHCxSJOJPypTRebZPe9P8b926lSpVqvDf//6XhQsX2kvT0NBQPDw8aN++PQMGDMDX1xcnJyfWrl37zNcJDg6mS5cuzJkzh5o1azJ16lRSvuSbY7VaKVWqFI8ePWLXrl04Oztz9GjErdy//GLm0iUTqVMbfPSRQY0aNsqVM3B1jfIpvrGrV6/y4YcfYjKZ2LhxI2nTpuXTTz9l9erV7N+/n/Xr19O6dWuqV6/OvHnz7PkKDYUdO0z88YeJdetM7NtnwjBMuLmdoF2796lY0aB06Zg5p5hktVpJmTIlAwYMoHPnzpGeCw6GmjUt7N0bUfaVKxe5LH5W3g3DIG/evJQsWY47d75j7VoTP/xgpWbNWP+xUuSl9BlH4itlWxyNMv80wzB4+PAhSZIkeWG/pisLRUTEzjAMLl++TFBQEEFBQZw4cYKgoCAMw+C7774jVapUQETZtWvXLn755RcSJUqEt7e3/cql53n0CI4dg6NHTfZi8MgRE6dOgc0W8T+q9OkNcuc2qFXLoHDhcIoUMcialXg3n1ypUqVYuHAhdevWpV27dkybNg2TycSGDRu4e/cutWvXBqBJkya0bt2aCxcukCFDhkivsWvXLpo3b86VK1eYPn06zZs3f6VfqFksFqZMmULJkiX59ttv6dGjB7lzw/jxNr791kZAgInly0388ouZWbOcSJLEoEoVg5o1I1a2fdtzQH7//fccOXKEIUOG2Au/u3fvUq1aNR48eIC/v7/91uKxY8eyYcMGKlasyMmTJ2nZsiUTJkzk5EkL69aZ+eMPE/7+JkJCIgrPihUNvvjCSmjoGnLnTkbJklne7uDjEIvFQr58+Thw4MBTzyVKBL/8YqVmTQtVqjjh4mLw/vuQI4dB9uwG2bKBq6s7yZLBe+9F/Pe4bdsRgoLy4u7+NceOmViyxEqVKioKRUREROIDlYUiIg7GMAyuXbv2VCEYFBTEyZMnCQkJAcBkMpEpUyayZcvG/v37ad68OStXrsRisTB69Gjy5s1LpUqVnvH6EaXg/v0RZeCTYvDfpWDE4go28uQxyJMHcuUySJ48Wr8VMapq1arMmjWLTz75hBQpUjB8+HCWLVtG9uzZyZcvHwC1a9emY8eOLFy4kO7duwMQHh7OyJEjGTp0KB988AGrVq0iW7ZsUTp2wYIF6dixI0OHDqVOnTp4enoCEfMhFitmUKyYwfDhNgIDYcUKMytWmFm0yAk3NwNf34jisFq1N/v3ZbVa6dmzJxMmTMBisRAQEMCSJUtIlCgRtWvX5uzZs2zYsIEsWbLY90mePDnfffcdNWu2oGbNBdhsDcmVy8y5cyZcXAx8fAy++spGxYo28ufnHwtsVHn9gcYj3t7e7Ny585nPubvDmjVW/P1tnDhh4sQJOHHCxLJlZs6cMWMYERlLmtQgbVo4ccIbWMH9+zZWrLBSoYKKQhEREZH4QmWhiIgDCQ4Opm7dumzYsMH+WIYMGciWLRtFixalcePGZMuWjWzZsvH+++/br/Rav349VapUYejQodSuXZu1a9cye/bsSFeyBQSY+PlnEytXmgkKinjcwyPiSsEqVSJKwdy5IXdug2TJovW0Y63GjRtz+/ZtOnfuTJIkSVi5ciWtWrWyf1+TJElCjRo17N/rGzdusGXLFvbs2UPv3r356quvcHZ2fq1j9+/fn59//pmOHTuyevXqp65KNJnAywu8vGz062fj5En45RczK1aY+OwzJ5ydDaZOtdKsWdRLopCQEJo2bYqfnx/jx4+nUKFC1KlTh9KlS5MtWzZ2797Nr7/+ai9N//jDxNSpZs6eNXHxYnUM4wYrVkQUzDVq2KhY0aBMmbd/1WN8kz9/fubMmcPjx49xfcZ92C4u4OsbUQj/U0iIlfXrzxAe/j4nT0YsYhIcPJDChe+xdOno6Bq+iIiIiEQTlYUiIg4iODiYGjVqsG/fPmbNmkWBAgXw9PQkYcKEL923QoUKDBw4kAEDBrBmzRoyZsxIgwYNANi82cTQoWY2bTKTJo1B9eoGo0dHLJSgUvDlvvjiC27evMnAgQMB7LcgP9GqVSuWLVvGqFGjSJkyJRkyZGDDhg2ULFnyjY7r7u7OhAkTqFmzJosWLaJRo0Yv3N7TE7p0sdGlC1y6ZGXQIAstWzpx65aVL7+0vfJxL126RK1atThx4gTLly+ncuXKQMSt7TVr1mTDhg0sW7aMEiVKcOwY9OxpYe1aM4UL2/DxseHhARkzGpQqZZAp0xt9CxyOt7c34eHhHD16lAIFCrzyfm5ukC3bY3LmtGGxmPjrr7+YMmUoTZsueXeDFREREZEYo7JQRMQBhISE2IvCNWvWUKJEiSi/Rs+ePfnzzz/x8/Nj9OjR7NjhYi8J8+c3WLw4nOrVY8cqunFNv379ePDgAbt27XqqxClTpgzBwcHvZIGvKlWqUKdOHbp168Z///tfUqRI8Ur7pU8P331nJVUqgx49LNy8CYMH2146t+SBAweoVasWABs3biR//vz257JkycJvv21l7drb7NiRmVGjTGzfbiJTJli4MJzatY14N3dldHtypebBgwejVBb+2/Lly3F3d+c///nPWxqZiIiIiMQmKgtFROK5fxaFq1evfq2iEMBsNjN9+vcMHLiOX36pT7duTuTPb7BkSTgffaQi502YTCZGjBjxwufflbFjx+Lt7U379u2ZMWMG7q94L6/VGs7XXzuRMiX06mXh1i2YMMH23LJ47dq1NGnShGzZsrFixQrSp0/P3buwfbuJLVsi/uzZk4zw8OSkShVx5eD48TaaNbPxnIW0JYoSJ06Mp6cnBw8efKPXWb58OZUqVSJBggRvaWQiIiIiEpuoLBQRicdCQkKoWbMme/fuZfXq1a9866phwJUrEBho4tCh//85diw1oaGNVRLGI++99x4TJkygVatW7Ny5k+HDh1O/fv0XFpS7d++mYsWKrFu3ji5dCpMihUGbNhbu3DHx/fdWXFwibz916lQ6d+5MhQr1adZsBt9+m4DNm80cOBCx6E26dAalSxt8/LGN0qVt5M4d/1bAji28vLwilYUBAQEcPXqUZs2avXTf0NBQvvvuO/bu3Uvnzp3f5TBFREREJAapLBQRiaeeFIW7d+9+YVH48CEcPUqkUvDQIRM3bkS0NQkTGuTLZ1CkiEGLFgYFChiUKKGSMD5p1KgRRYsWpUePHjRt2pRp06YxZswYChYs+NS2YWFhtGnThgcPHrBy5UoKFy7MJ58YJE1qpWlTC7VrW+jd20aCBAZOTjb69v2BX381kzLlef74Iz1//AGZMkWUg61b2yhd2iBbNpWD0cXb25tJkyZhGAb379+nXr16XL58mZw5c1KsWLHn7rdlyxbq1avHyZMnadeu3VNza4qIiIhI/KGyUEQknrFaraxZs4YRI0Zw9OhRVq9ejY+Pz1PbnT8PXbpYWLXKhM1mwmQy8PSEfPkM2ra14eVl4OVlkDUrmM0xcCISrTw9Pfn555//vlqwC8WLF+ezzz5j0KBBpE6d2r7d+PHjCQwMpECBAqxbt47BgwcDUKuWwcqVVurWtVCu3D8/XrQgdeo7VK2ahNKlwyld2iBLlug9N/k/b29vbt26xcWLF/nmm2+4d+8euXPnpn379uzYsQMnp8gfDY8fP0737t359ddf+fDDD1m0aBFeXl4xNHoRERERiQ768U9EJJ64ceMG33zzDbly5aJu3bqYzWbWrl37VFFotcKECWa8vZ3YtcvE2LE2tm0L59atcI4cCWfxYiv9+tmoWTOiPFRR6FgqVqzInj17GD16NEuWLCFPnjxMmDCBsLAwTp06xZAhQ+jYsSNffPEFe/bs4ebNm/Z9y5c3OHUqnAMHwli69DTgw9Chc7h40Z3p0600baqiMKY9WVRm2rRpTJs2jcGDBzNjxgwOHjzI1KlT7dvdvXuXHj16ULBgQY4ePcqYMWPw8/NTUSgiIiLiAHRloYhIHLd7926mTp3K4sWLAWjQoAFt27blgw8+eGrbffugbVsL+/aZaNPGxuDBNpImje4RS2zn7OxMhw4daNiwIQMHDqR79+7MnDmTJEmSkCZNGvr378+dO3cwDIMNGzZQr149+77JkkX8mTdvMsmTH6VDB92uGptkypSJZMmSMXLkSIoUKULbtm2xWCy0atWKgQMHUqtWLX7//Xf69etHSEgI/fv3p0OHDpw9e/adLrQjIiIiIrGHrhcREYmDHj16xIIFC/Dx8aFkyZJs3ryZAQMGcPr0aWbOnPlUURgcDN27mylRwomwMBNbtlgZP15FobxY6tSpmTx5Mn/++SepUqVi165dTJgwgUSJEpEhQwZy587NunXrntovNDSUefPm0bRpU62YG8uYTCa8vLxwcnJi6tSpWP5evnrIkCG4ubnh5eVFmzZtqFixIocPH6ZXr164aTlqEREREYeiKwtFRF5TaGgoLv9e9vUdO3fuHNOnT2f27NncuHEDX19fli1bRuXKle0/9P/b6tUmOnWycOMGfP21jY4dbTg7R+uwJY4rUKAA69ev58KFC2TMmNH+uK+vLytWrMAwjEhXnf3yyy9cv36dFi1axMRw5SW6dOnCjRs38Pb2tj+WPHlypkyZwvTp0+nbty8lSpSIwRGKiIiISEzSlYUiIlF08OBBGjVqRLJkyVi/fn20HPPq1avUq1ePHDly8N1339GoUSMCAwNZs2YN1apVe2ZRePEiNGhgoXZtJ/LkMdi/P5yuXVUUyusxmUyRikKAChUqcO7cOf76669Ij8+cORMfHx/y5MkTnUOUV1S1alWaN2/+1OM1atRgzZo1KgpFREREHJzKQhGRV7R3717q1KlD4cKF2bNnD9myZaNXr17YbLZ3etzHjx9Tr149du7cycSJEzlz5gxjxowhR44cz9zeaoWpUyMWMNm+3cSCBeGsXGkla9Z3OkxxQGXKlMHZ2TnSrcgnTpxg48aNfPbZZzE4MhEREREReV0qC0VEXmLnzp189NFHFC9enKNHjzJz5kwOHz7M1KlTOXDgAEuWLHlrxzpz5gzff/89jx49AsAwDDp06MC+fftYtmwZrVq1IlGiRM/c12qFgAATZcta6NTJQsOGNg4dCqd+fQOtSyDvgru7Oz4+Pvzxxx/2x2bPnk3y5MmpU6dODI5MRERERERel+YsFBF5BsMw2Lx5M8OGDWPjxo3kzp2befPmUa9ePfstvz4+PlSpUsW+gujbmL+wXbt2rFu3jmHDhjFkyBBu3LjBnDlzmDVrFkWKFLFvd/06BAaaOHTIRGCgicBAOHzYxMOHJvLkMfD3D6dECeONxyPyMhUrVmT48OEcPHiQ77//ntmzZ9OyZUstbCIiIiIiEkepLBQR+QfDMOxl3bZt28ifPz+LFi2iZs2amM1PX4w9ZMgQChcuzOzZs2nTps0bHXvTpk2sW7eOkSNHsnXrVpo1awZAp05fki1bM3r1MnHwYERBePVqxKWCrq4GefJAvnwG9evb8PIyKF3aIJrXXREH5uvrS9++fSlcuDCpU6emY8eOdO/ePaaHJSIiIiIir0lloYgIESXhmjVrGD58OAEBARQpUoTly5dTpUqVSKu8/puXlxdNmjTh66+/pmnTpri7u7/0WMePH2f+/Pm89957fPHFF/bj9+3bn/z5P6Rq1S8pUaILRYsGsnHjTfz8yjF+vJn33jMoXNigRYuIUjBfPoNs2cBJ7+QSg/Lnz0/v3r3JlSsXtWvXxtXVNaaHJCIiIiIib0A/YoqIQ7PZbKxYsYLhw4dz4MABfHx8WLNmDRUrVnxhSQhw8mTEPIGtWw9myZI/aNz4E5Ys+QEXFxdsNrh7F27ehJs3TZw794DfftvDpk2HOHcuBGfn3ISFJWXs2Iu4u2fm0qVQ7t3bAjiRL9+TIxQgQQKD2rUNJk0Kp2xZg2dc3CgSo8xmM4MGDYrpYYiIiIiIyFuislDkOQ4ePMiuXbto0aLFM28/lbhj1qxZWCwWmjRpgrOzMwBWq5XFixczYsQIjh49Svny5Vm3bh1lypR56eudOwfdullYseJJLrICV1i7FhInDidxYgshIWC1/rNsTAKUw8mpKGnS2MiQISHBwaf566/NFCnyPm5ue0mbNowhQzqSKpWJFCkMUqWClCnh7yGLiIiIiIiIvHNRKgvHjh3L6tWrOXHiBG5ubhQtWpSBAweSPXv25+7z448/2m+ze8LV1ZUrV6683ohF3rGQkBCGDBnC+PHjsVqtHDhwgAkTJrz0KjOJnfbu3Uu7du0wDIORI0fSt29frFYrI0aMICgoiEqVKjFt2jSKFy/+0tcKDYVx48wMG2YmaVKYOTOcLFngwQMICYGdOw8yadL3ZMhQkEyZUrJ796/cuHGUTJncadToP7RoUYOsWT3+fjUbkJkxY5bSu3dzAJYu3UzEMLQwiYiIiIiIiMSMKJWF27dvp2XLlhQsWJDw8HCGDBlC7dq12blz5wvn6UqcODEBAQH2r1W6SGzl5+dHp06duHr1KgMHDiR58uS0b98eFxcXRo8erezGMYZh0LlzZ/LkycOsWbMYOnQon376KQAfffQRCxYsoFChQq/0WuvXm+jUycLJk9Chg42+fW0kSRJ5mzp1vChXriL169fn/HlX6tWrR/PmgylevPhzs9O1a1eSJEnC2bNnX6mwFBEREREREXmXolQWLl26NNLXU6ZMIXv27Ozfvx8fH5/n7mcymUibNu3rjVAkGly6dIkuXbqwbNkyfH19+fXXX/H09LQ/3759e5ydnRk+fLgKwzhk4cKF7Nixg99++41ChQqxbNkyDh06hJOTE7lz537p/teuwe7dJubPN/Pzz2ZKl7axaJH1H3MKPq1KlSocOXKEVKlSkTBhwlcaZ6tWrV71lERERERERETeqTeas/DevXsAJE+e/IXbhYSE4OXlhc1mI3/+/PTr1++FP6g/fvyYx48f2782jIhb8qxWa6wtaqxWa6S/JW6wWq3MmDGDAQMG4Obmxpw5c6hfvz4mk8n+7/Kzzz7j8ePHdO3aFYvFwqBBg2JtDqNTbM98cHAwvXv3pkaNGpQpU8Y+zjx58gBPjzskBPbtM7F7t/nvPybOno2Yk9DDw2D27FAaNrRhMkUsavIiHh4ezzyGxB+xPf8ib5PyLo5GmZf4StkWR6PMP+1Jv/YyJuNVt/wXm81Go0aNuHv3Lr/++utzt9u1axenTp0ib9683Lt3j4kTJ7J9+3Z27Nhh/4H630aMGMHIkSPtXydKlIjAwEDOnj37yicm8jLHjh1j6NChBAYGUqdOHTp16kSSf99X+g/z589nzJgxfP7557Rr1y4aRyqvY+LEicyfP5/ly5c/873GMGD79sSsW5eUw4cTEhTkhs1mws3NSp48D8mX7wF58z4gX74HpE8fhvphERERERERictMJhOZM2cmSZIkL7wI6rXLwi5durBu3TrWrl373NLvWcLCwihWrBh16tShT58+z9zmeVcWuri4xNoruqxWK0FBQWTLlg2LxRLTw5GXmDFjBp07dyZnzpxMnDiRkiVLvtJ+o0ePpl+/fgwYMIBevXq941HGbtGZecMwuHTp0iu/15w+fZqCBQvSuXNnBgwY8NTze/aY6NPHCX9/C7lz2yhRwkbhwgaFC9vIndvASevEy0voPV8cifIujkaZl/hK2RZHo8w/zTAMQkNDX1oWvtaPxN27d+e3337Dz88vSkUhgLOzM97e3pw6deq527i6uuLq6mr/2jAM7t27h8ViibVl4RMWi0UhjAPGjx/PRx99xPz583FxcXnl/Xr27Mnjx48ZNGgQ9erVI0eOHO9wlHHD62T+8OHDuLm5RZoX8kUmTZpEly5dKF26NJ07d6ZKlSqYzebnbt+rVy9Sp05Nz549I43t1Cno39/C4sVm8uQxWLEinMqVjX9cNfj81xR5Fr3niyNR3sXRKPMSXynb4miU+f971esFo/STsWEYdO/enTVr1rBy5UoyZ84c5YFZrVaOHDlCunTporyvyNtw/vx5Tp48SYMGDaJUFD7xZDXdFxXe8my3bt2iffv2FCpUiEqVKhESEvLUNv9+8zp37hz9+vWjatWqhIeHU7t2bby9vZk1axaPHj16av/169ezcuVKhg0bZl+l/cYN6NrVjJeXE1u3mpg+PZw9e8KpUsXQ7cUiIiIiIiIi/xClsrBbt24sXryYGTNmkChRIq5evcrVq1d5+PChfZs2bdowaNAg+9fffPMNGzZs4MyZMxw4cIDPP/+c8+fP07Rp07d3FiJRsGnTJgDKlCnzWvunS5cOk8nEpUuX3uKo4jebzcasWbPImzcvixYtom/fvly9epWhQ4fatzEMg65du5IzZ04CAwPtj3Xs2JFkyZIxd+5c/P398ff3J0+ePLRr1w5PT0+GDh3KjRs3gIhpDrp06YKPjw8NGjTgwQMYOdJMrlxOzJljpn9/G0eOhPPJJwb6xZKIiIiIiIjI06J0G/Ls2bMBqFatWqTHJ0+eTOPGjQG4cOFCpNsD79y5Q6dOnbh27RrJkiUjf/78/Pbbb+TKletNxy7yWvz9/fHy8iJVqlSvtb+zszPp0qXjwoULb3lk8dPu3bvp2LEju3fv5uOPP2bYsGGkS5cOJycnhgwZQuPGjfHy8mLy5MlMnDiRjBkzUq5cOX7++WeuX7+On58fixcvti8+U6JECUqUKEFQUBATJ05k1KhRjBo1iqZNm5IsWTKOHTvGtm07mTvXzKBBFq5dg9atbfTubSN16hj+ZoiIiIiIiIjEclEqC2/fvv3SbVavXh3p62HDhjFs2LCojUrkHfL39+ejjz56o9fw8PDg4sWLb2lE8dONGzfo168fs2fPxsvLi02bNkVaSKZLly78+OOPtG/fnl69etGtWzc6d+5Mnz59qF+/PlWqVCFRokR89NFH1KxZ86nXz5YtG+PHj6d///5MmzaNKVOmcO3aNXx9x9GqVREOHzZRr56NwYOtvOLUiCIiIiIiIiIOT2t+ikM5ffo0Z8+epWzZsm/0OqlTZ9dtyM9htVqZNWsW/fr1w2az8e233/L555/j9K8lhl1dXZk8eTIVK1akdu3aVK5cmWHDhmGxWFi5ciWff/45v/76K+PGjePKFfj1VxP375t48AAePoz48+ABPHiQhocP+1GoUB+OH7/PH38kp0wZG9u3Wylc+LUWexcRERERERFxWCoLxaH4+/tjMpkoXbr0a+3/6BF07mxh7doFZM7c5i2PLu77888/6dixI/v27aN58+Z8/fXXpEmT5rnblylThrZt27Jnzx7mzZtnX6HKxcWFOXPmsHt3GAMGuPHTTyZCQ00kTGiQMCEkSBDxJ2FC/vGYmeLFkzJ2rBYuEREREREREXldKgvFofj7+5M/f36SJ08e5X1PnoSGDZ04fhxSp77J+fO9ePgworRydNeuXaNPnz7MnTuXggULsnnzZooXL/5K+44bNw4A09/tns0Ga9eamDDBzMaNzmTMaDBokI3PPrORLNk7OgERERERERERAaK4GrJIXGYYBv7+/nz44YdR3nf5chPFijkREgJbtoTTufMWbLYMfP219e0P9A3dvHmTnj17cuTIkWg53q5du/D29mblypVMnDiR7du3v3JRCBEloclkIiQEvvvOjJeXE7VqOREcDAsWhHPsWDhdu6ooFBEREREREYkOKgvFYZw8eZILFy5Eab7CsDDo0cNMgwZOVKhgsGNHOPnzQ5EiiYFv+PZbF/766/XHNHDgQMqWLcu+ffte/0X+YePGjRQuXJhvv/2WGTNmvJXXfJF9+/ZRtWpVcufOTWBgIK1bt7bfSvwqDAOOH4c+fcy8/74TX35pxsvLwN8/nK1brdSvb+Ds/A5PQEREREREREQi0W3IEm8ZhkHXrl1xcXHh888/x9/fH7PZTKlSpV5p/xMnoGVLCwEBJsaMsdK+vc0+D1769OmBr0mVqgsdO7qxdq01ynPkhYeHM23aNB48eEDJkiXp1q0bffr0ITw8nLt37+Lu7k6yV7yc7vTp00ydOpXx48dTtmxZChQogL+/f9QGFEWbNm2ibdu2FCtWjBUrVuDu7v5K+125Ahs2mNiwwczGjSbOnzeROLHBZ5/ZaNfORpYs73TYIiIiIiIiIvICKgsl3tq8eTOTJk3C3d2db7/9lhQpUlCoUCGSJk36wv0uXIBhw8x8/70ZDw/YsMFK8eKRV9X18PAAHtGgwVbGjfsPXbsajBplIwoX1bFp0yZu3rzJli1bWL9+PcOGDWPkyJH25xMmTMiiRYuoVKnSM/c/deoUixcvZ/HiLQQG3sLF5X0qV/6N7NnLsWvXGQIDO3Pjxg1SpUr16oN6Rb///jt169alYMGCLFu27IVF4f37sHmziQ0bTKxfb+bIkYhWNV8+g9q1bZQrZ1CmjEGiRG99mCIiIiIiIiISRSoLJd4aPnw4+fPnx9/fnyVLljBnzhwaNWr03O1v3IBRo8xMmWImUSIYPtxG69a2Zy5gkjBhQlKkSEHKlLuYMKECX35p5tQpE/PnW0mc+NXGt3TpUjw9PSlatCjFihWjUqW6LF8eiKtrElxdk7By5a/UrDmT1q0TULjwh1y6ZOLo0Xvs23eNs2fDefAgBdAD6AVAaChs3Gjw119gsWQEVtG48WmWLIGX9KNRsmbNGho0aECFChUYOHAgCRMmjPR8aCjs2mVi/fqIgjAgwER4uIlMmQzKlzfo1ctKuXIGadO+vTGJiIiIiIiIyNuhslDipZ07d7JhwwYWLVpEwoQJad68Oc2bN3/mtvfvw7hxZsaNM2MY0L27jS+/tJEkyYuPkT59ei5dukTPnjayZjVo3NhCuXJOfP65jQwZDDJkMMiYEZIl46lblMPCwli+fAU1a/Zn9GgLf/xhYtu2PISF5f3HVj4ATJ0a8ZXFcger9Txm82UyZTJTqJCVMmWS4OnpioeHgYfH/49lGGY8PHqwbdsgChaMGFOuXAa5chnkyAHm15ytdPny5Xz88cdUqVKFefPmcfr0aQCOHIHffzezYYOJLVtMhISYSJ7c4MMPDcaNs1G+vA1Pz6e/DyIiIiIiIiISu6gslHhp+PDh5MqVi5o1az53m0ePIlbf/eYbM/fvQ9u2Nnr0sPGqd+1myJCBCxcuAPDf/0YsytG8uROdOpmxWv/firm7RxR5GTMaZMgAGTIY7Nx5k9u3D/H99+lJmDCiVBs92kbhwgZubgauruDqCs7OBlOmfMvs2ZMoU6YodevWpXLlyv+67dfg30wmqFLlKrt21SR79rWMGWPm7t2IMZUubWP5cutLy9B/27lzJ40bN6Z27drMmTMHs9lMUJArffs6s3q1BTc3Ax8fg6++slGhgo38+YnSbdkiIiIiIiIiEvNUFkq8s2/fPtauXWsvtJ5l1SoTnTpZuHwZPvnEoE8fKxkyRO046dOn58CBA/av8+WDPXvCsVojFvG4cMHE+fMRf1+4AOfPm+xX4D16BMmTr+HHHz+hVKmIYvDZTAwd2oWhQ7tEbXBAmTJlmD+/FZs2XSd58hRcvQrLll2if/8MVKpkYfVqKylSvPrrDRgwgDx58jBnzlx273ZmxgwTP/6Yk0yZDL7/Ppw6dQzc3KI8TBERERERERGJRVQWSrwzfPhwPD09qV+//jOfP3kSmja1ULq0wW+/Wcme/fWO4+HhgZ+f31OPWyzg4QEeHgbFisG/r/wLDQ0lQwZv2rZtS4UKr3fsV1GmTBkMw2DLli3UqFEDV9fbfP11EQoUaMyRI9/i6+vEzz+HkzHjy68A3Lx5Cxs33qBmzZ/Im9eNM2dMvPeeQfful/jqq5QkSKBLCEVERERERETiA5WFEq/8/PPPrFixgpkzZ+Lk9HS8bTZo1cpC2rSwcKH1jVbgzZAhA1evXiUsLAxnZ+dX3m/9+vXcuXOHunXrvv7BX0GWLFnInDmzvSwcOHAg169f59Gj2WzaNIKqVV3JkcMZk8kgZUpImRJSpTJIlQpSpYKUKQ1Sp46Y03H06KzAQfz9DWrXNmjY0EqJEuEEBd3AxSXlOz0PEREREREREYk+Kgsl3jh+/Diff/459erVo2nTps/cZvJkM1u3mvnjj/A3Kgoh4jZkwzC4fPkymTJleqV9Tpw4wahRo8iZMyf58uV7swG8gjJlyuDv78++ffuYNm0a9erVY8mSJYSEBBAQUJydO03cuAE3bpi4eROuX4/4+8ABuHHDzI0bEB5u5dGj7fTqdYm+fYvi4hLx2lbrOx++iIiIiIiIiEQzlYUSLwQHB1O/fn08PDyYNm0apmcsu3viBPTta+aLL6yULfv0oiBR5eHhAcDFixdfWhYGBgYycuRIlixZQtq0aZkyZcozx/i2lSlThgULFvD555+TK1cuZs2axe+//866devo27c4NWo8+T48+/thGAYVKlQkJCSYQYN2ajVjERERERERkXju2as/iMQR4eHhHDp0iBYtWnD+/HkWL15MomdcMnjzJjRp4kT69DB0qO2tHDvD3yuiPFkR+Vn27NlD3bp1KVSoEDt27GD8+PEcP36cqlWrvpUxvMyTeQsPHDjAhAkTcHNz48MPP2TDhg2vtP/cuXPZunUL/fr1i5ZyU0RERERERERilq4slDjDMAzOnDlDQEAAu3fvZvfu3ezdu5cHDx7g7OzM/PnzyZUr11P7XbwIVao4cf06+PmF4+7+dsaTNGlSEiZMyKVLl556btu2bYwYMYLffvuNbNmyMXPmTBo1ahSluQ3fhixZspAtWzaKFStGmTJlAKhQoQJdunQhODj4mcUqwKNHj+jWrRvTp0+nadOm0VZuioiIiIiIiEjMUlkosdrFixeZNWsWu3fvJiAggJs3bwIRJVjhwoUZMGAAhQsXpmDBgs8svoKCoHJlJ2w22LgxnJw5397YTCYTHh4eXLx40f7Y5s2bGTx4MJs3byZv3rzMnz+funXrYnnZcsPviMlkYsuWLSRJksT+WPny5QkPD2fLli1Urlz5qX1OnjxJo0aNOHr0KFOmTOGzzz7TVYUiIiIiIiIiDkJlocQKjx494s6dO6RLl87+2OLFi+nQoQM2m40SJUrQtm1bihQpQuHChUmdOvVLX/PAAahWzYmkSWHt2nAyZnz74/5nWXjo0CH+85//UKBAAZYuXUq1atUwm2P+Tv+UKSOvVpw9e3YyZszI+vXrnyoLV6xYQatWrUiVKhWbN2+mYMGC0TlUEREREREREYlhKgslVmjfvj3z5s0jX758VKpUifPnz/PTTz9Rt25dJk2aRIoUKaL0etu3m6hRw8L778Pq1eG8Qrf4Wjw8PDh9+jQA/fr1I2vWrGzevBmXJ0sGx0Imk4ny5cuzfv16+2OhoaH06dOH8ePHU6tWLaZPn07SpEljcJQiIiIiIiIiEhNUFkqMu3z5MgsXLqRp06YAzJs3j9DQUObOnUvDhg2jfAvsb7+ZqF/fQpEiBsuWWfnHHbhvnYeHB1u3bmXLli34+fkxf/78WF0UPlGhQgXmzp3LlStXCAsLo0mTJuzevZsxY8bQvn173XYsIiIiIiIi4qBUFkqMmz59Oi4uLowZM4ZkyZJhs9mw2Ww4OUU9nosXm/jkEwuVKhn88IOVBAnewYD/wcPDg0uXLvHVV19RsGBB6tWr924P+JaUK1cOgEGDBrFixQrc3d3ZuHEjxYoVi+GRiYiIiIiIiEhMUlkoMerx48fMmDGDZs2akSxZMgDMZvNrzfU3Y4aZ9u3NNG5sMGOGldfoGqPMw8ODsLAw/vzzT9auXRsr5ih8FWnTpsXLy4tZs2ZRuXJlZs+e/dTchiIiIiIiIiLieFQWSoz66aefuHbtGu3atXvt17h1CyZPNjNkiIX27a2MHm0jujq7DBkyAFCxYkUqVKgQPQd9S4YOHcq5c+do1apVnCk5RUREREREROTdUlkoMcYwDCZNmkSlSpXImTPnK+934wZs2WJiyxYT/v5mAgPBMEz072+lTx8b0TndXo4cOShTpgwjRoyIvoO+Jf9eCVlERERERERERGWhxJht27axf/9+Vq9e/cLtrl+HzZv/Xw4ePhzRBmbNalCmjEGnTjbKljXInDk6Rh1ZokSJWLduXfQfWERERERERETkHVBZKNHu8ePHzJ8/nxEjRpArVy58fX2fuV1YGPTubWbCBAsAnp4R5WDXrlbKlDHIlCk6Ry0iIiIiIiIiEv+pLJRoExwczMyZMxk3bhyXL1+mTp06DBw4ENMz7hu+dAkaN7YQEGBi2DArDRva+Ht6QBEREREREREReUdUFso7d/v2baZMmcKkSZO4e/cuTZo0oVu3bs+dp/DPP03UrWvBYoH1660UL25E84hFRERERERERByTlkCVKAkODmbChAmEhIS8dNsrV67Qu3dvPD09GTlyJA0bNuTYsWPMmDHjuUXhxo0mKlWykC2bwZ9/hqsoFBERERERERGJRrqyUKJk5syZ9OjRgz/++IOff/4ZFxeXp7Y5e/YsY8aM4fvvv8fV1ZV27drRsWNH0qRJ88LX/vVXE/XrWyhd2mDJEisJE76rsxARERERERERkWfRlYXyygzDYM6cOeTPn5+NGzfSokULrFar/fmjR4/y2WefkTt3bpYuXcpXX31FUFAQQ4cOfWlRuHy5iTp1LPj6GixbpqJQRERERERERCQm6MpCeaZbt25x5MgRSpUqZX9sz549HDlyhFWrVhESEkLjxo1xdXUlTZo0+Pn5cfToUTw8PBg5ciQtWrTA3d39lY71448mPvvMQp06Bt9/b8XZ+V2dlYiIiIiIiIiIvIjKQnmKYRg0bdqUdevWsXXrVooUKQLA3Llz8fDwoGLFilgsFqZOnUrr1q1JkyYNlStXZuDAgVSpUgVXV9dXPtasWSbatbPQrJnBd99ZsVje1VmJiIiIiIiIiMjLqCyUp/zwww/88ccfeHh40K5dO3bs2EFYWBiLFi2iTZs2WP5u9D799FNq1qxJ0qRJMZtf7Y720FA4cgT27zexY4eZ778307atlW+/tfGKLyEiIiIiIiIiIu+IykKJ5Nq1a3Tr1o0GDRrQqVMnfHx8mDRpEunSpePu3bs0a9Ys0vbJkyd/7ms9eACHDpnYty/iz/79Jg4fhtBQEyaTQY4cMGiQlV69bJhM7/rMRERERERERETkZVQWxmLh4eEcPHiQsLAwrFZrpD82m83+zy4uLlSoUOGVr+57kW7dugEwZswY0qRJQ9u2bRk0aBA5cuTAx8eH7NmzP3M/w4CdO038+ef/i8Hjx8FmM+HkZJA3LxQoYNC8uUHBggZeXgaJEr3xcEVERERERERE5C1SWRiLjRs3jq+++uqVtv3xxx+pW7fuGx1v7dq1LFq0iFmzZtlXLx40aBDLly9n3759TJ8+/al9rNaIlYxHjbKwb5+JBAkMvL0Nypa10alTRDGYJw9EYRpDERERERERERGJIVG6FG3s2LGUL1+ejBkzkj17dpo0acKJEydeef+ff/6Z5MmT06RJkygP1NHYbDZmzZpF7dq12bt3LwcOHCAwMJAjR45w/PhxgoKCOH36NOfOnaNQoUIsXrz4jY53//592rdvT8WKFfn444/tjydNmpQpU6ZQpEgR6tSpY3/88WP4/nsT3t5ONG7sRPLkBn5+4dy8Gc6WLVYmTLDRooVBwYIqCkVERERERERE4oooXVm4fft2WrZsScGCBQkPD2fIkCHUrl2bnTt34u7u/sJ9z507R//+/SlRosQbDdhRbN68mZMnTzJjxgzy5cv3wm3r16/PwIEDuX//PokTJ36t4w0YMICbN28yefJkTP+aQLBq1apUrVoVgLAwmDLFzLhxZi5dgho1DObMsVKkiPFaxxURERERERERkdgjSlcWLl26lMaNG5M7d268vLyYMmUKFy5cYP/+/S/cz2q10qpVK3r16kWWLFneYLiOY/bs2WTPnh0fH5+XblunTh0ePXrE6tWrX+tYf/75J5MnT2bgwIFkzZr1uds9fAj16lno1ctMhQoG+/eHs3ixikIRERERERERkfjijeYsvHfvHvDiFXEBvvnmG1KnTk3Tpk3ZsWPHS1/38ePHPH782P61YUSUUVar9amr3mILq9Ua6e83cevWLZYvX07//v2x2Wwv3T5DhgwULVqUJUuWUL9+/SgdKzQ0lNatW1OwYEHatm373PHfvw/16jmza5eJ5cvD8PWNGNdbOF2Jo95m5kXiGuVfHInyLo5GmZf4StkWR6PMP+1Jv/Yyr10W2mw2evfuTbFixciTJ89zt9uxYwcLFixg8+bNr/za3377LSNHjrR/nShRIgIDAzlx4sQrn1hMCQoKeuPXWLhwIVarleLFi3P8+PFX2qd06dJMmDCB3bt3R+lW5OnTp3P8+HF+/PFHTp48+cxtzpxxpV+/jJw+7czkySfJlCmEVxyWOIC3kXmRuEr5F0eivIujUeYlvlK2xdEo8/9nMpnInDnzy7czXrN969KlC+vWrWPt2rV4eHg8c5v79+9TqlQpRo8eja+vLwDt2rXj7t27/PDDD8997eddWeji4hKrrywMCgoiW7ZsWCyW134dwzAoWrQonp6eLFq06BWOC+fPm7BaL5AvXzZmzZpF48aNX+lYx44do1ixYnTq1InBgwdHeu7ePVi61MK8eRb+/NNM2rQGy5aFUqhQ7C5rJfq8rcyLxEXKvzgS5V0cjTIv8ZWyLY5GmX+aYRiEhoaSJEmSF/Zrr3VlYffu3fntt9/w8/N7blEIcObMGc6dO0ejRo3sjz25rTZVqlQEBAQ8c448V1dXXP+xhK5hGNy7dw+LxRJry8InLBbLG4Vw9+7dBAYGMmzYsGe+zo0bsGuXiZ07TezaZSIgwMT9+yYslvdJmDCI/v3PUKCABS+vFx/HZrPxxRdfkClTJvr27YvFYsFmg82bTcyZY2b5chOPHoGvr8EPP4RTvbqBm1uUprgUB/GmmReJy5R/cSTKuzgaZV7iK2VbHI0y/3/v5DZkwzDo0aMHa9asYdWqVS+9dDF79uxs27Yt0mNff/01wcHBDB8+/IVFo6MaN24cGTNmxNfXF8OA/fth504zf/4ZUQ4GBUWUpWnSGBQrZtCzpw0vL4MLF0z88EMI27dnolQpJyZOtNKs2fNDMGPGDLZv3866deu4ejUB8+ebmT/fzJkzJrJlM+jd28bHH9vIkCGaTlxERERERERERGJclMrCbt26sXTpUn788UcSJUrE1atXAUiSJAkJEiQAoE2bNrz33nsMGDAANze3p+YzTJo0KcAL5zl0VPv27WPx4sVMnTqVhw8tNG9uYdUqM87OBgUKGFSqZKNo0YiSMEsWiHyRpUHVqknJkiU3H3ywj5Ytc7J1q40OHaykTg2pUoHT3/+2L1y4QO/eQyhbdgZff12OjRvNJEpkULeuQfPmVkqWNIjlF3CKiIiIiIiIiMg7EKWycPbs2QBUq1Yt0uOTJ0+2z5N34cIFzGbdrvo6+vXrR44cOShf/hM+/NCJU6fghx/CqVbN4O8u9oXSp09P6dKFSZiwEzNmrKZDBwtz5jjbn0+e3CBZsjCuX79PSMgJ/P2TUKaMjZkzw6lTx8Dd/R2enIiIiIiIiIiIxHpRKgtv37790m1Wr179wuenTJkSlUM6jE2bNvH771tp334dZcq44uYG/v7hL5178N/q1atHly5dmDPnBlWqpOTkSRPXr0fMdbhp02GWLduK2ZyW5s2T0rNnAjw93835iIiIiIiIiIhI3KNLAGOBP/6Ahg0NzOYbTJpUAi8vg23bol4UAtSsWRObzcbKlStJnRqKFzeoXt3g+PGeLFxYgCpV1nP6dGmmT0+volBERERERERERCJRWRgLTJ58ilu30tK8+QWOHw/Dz89KmjSv91rp0qWjTJkyLFmyxP5YQEAAY8eOZejQoSxatIgUKVK8pZGLiIiIiIiIiEh8orIwFsia9Tv+858eTJuWhaxZ3/z16tWrx8aNG7l+/TqGYfDVV1+RJ08eunbtikkrl4iIiIiIiIiIyHNEac5CeTe+/fYbHj169NZer2bNmnTs2JEVK1aQKVMm/P39Wb58ORaL5a0dQ0RERERERERE4h+VhbGEm5vbW3ut1KlTU65cORYvXsytW7coVaoUVapUeWuvLyIiIiIiIiIi8ZPKwniqbt26tGnTBoDNmzfr9mMREREREREREXkpzVkYT9WoUQMnJydq1KhB8eLFY3o4IiIiIiIiIiISB+jKwngqZcqUrFy5Em9v75geioiIiIiIiIiIxBEqC+OxihUrxvQQREREREREREQkDtFtyCIiIiIiIiIiIgKoLBQREREREREREZG/qSwUERERERERERERQGWhiIiIiIiIiIiI/E1loYiIiIiIiIiIiAAqC0VERERERERERORvKgtFREREREREREQEAKeYHsCrMAwj0t+xkWEYmEwmDMOI1eMUeVuUeXFkyr84EuVdHI0yL/GVsi2ORpl/2j/7NZPJ9NztTEYc+I7ZbDbu378f08MQERERERERERGJ0xInTozZ/PybjeNMWfjEi5rPmHTv3j3y5ctHYGAgSZIkienhiLxzyrw4MuVfHInyLo5GmZf4StkWR6PMP+2fFeCLysI4cRvyi04gtjCZTAQHB2MymWJtoSnyNinz4siUf3Ekyrs4GmVe4itlWxyNMv+0V/0+xP4WTkRERERERERERKKFykIREREREREREREBVBa+Na6urvTs2RNXV9eYHopItFDmxZEp/+JIlHdxNMq8xFfKtjgaZf71xYkFTkREREREREREROTd05WFIiIiIiIiIiIiAqgsFBERERERERERkb+pLBQRERERERERERFAZaGIiIiIiIiIiIj8TWWhiDxTcHBwTA9BJEZo3S8REREREXFkKgtf4vTp04wYMYJTp07F9FBEosW5c+eoU6cOAwcOBMBms8XsgESi0Z07dyIV5SoOJb4LDw8H9F4vjkOZl/jqxo0bnD17lnv37gH6DCPx35kzZ+jevTv79u2L6aHESyoLn8MwDLp06cIHH3zAlStXSJ8+fUwPSeSdMgyDL7/8kg8++ICAgAC2bduGzWbDbNbbhDiGHj16UL58eRo1akTr1q25cuUKJpMppocl8s706tWLBg0aAOi9XhyCMi/xkWEY9OzZk/Lly9OsWTPKly/PqVOn9BlG4q0nXU2hQoV4+PAhOXPmjOkhxUv6v+QzLF26FE9PT/bu3cv69esZN24cbm5ugH5DI/HT5MmTyZw5M4GBgWzatIl+/frh7OzMtWvXYnpoIu9ccHAwDRs25ODBg0ycOJEGDRpw9uxZGjRowJEjR2J6eCJv3fHjx6lfvz5+fn5s3LiRxYsXA7rSSuIvZV7iq82bN1OyZEn27dvHlClT6NevH2nSpKF79+4xPTSRd8LPzw9PT0/27NnDhg0bmDRpEgkTJgTU1bxtTjE9gNho0aJFJE6cmEWLFpEuXTqOHDnClStXeP/990mTJg0JEybEMAz9tkbihZMnT+Ln58eIESNo3LgxEHErZmBgIFarFUB5l3jt0KFDnD17lunTp+Pl5YWPjw8VK1Ykf/78TJ8+nR49eujqcolX/vrrL9KlS0eHDh1Yu3Yt/fv3p1atWjg7O8f00ETeCWVe4qt9+/ZRuXJlunTpQqJEiQA4cuQIO3bswGq1YrFY9Dle4pXff/+dxIkTM378eAoUKMChQ4cICgoiW7ZsZMmShcSJE8f0EOMNk6H69SmBgYE0bdqUunXr8tdff7F//37c3d25ffs2pUqVYsaMGTE9RJG3JjQ0FGdnZ/uHCMMwOHz4MM2aNaNHjx40bNgwhkco8m6tXr2aNm3acOHCBftjhw4dom7duri7u9OrVy/q168fgyMUeTueTC1x+/Ztrl27Rs6cOTl37hyVKlWiQYMGDBgwQNNPSLzw7xzfunWL69evK/MS5/07r7dv3yY4OJiMGTMCEfMWNmzYkKJFi1KqVCmqVKkSU0MVeSv+nfmTJ0/SsWNHsmTJwr179zh48CBJkyblwoULeHt7M3fuXJImTRqDI44/HP7/jGPHjuWrr77i+++/JzQ0FIB8+fLh6+vLhAkTcHZ2Zs6cOUybNo2vv/4aPz8/Ro8eDegyV4mb/p15FxcXTCaT/VYck8lEqlSpePz4sf2/CWVd4otnvee/9957pEuXjmHDhtm3mzt3LnXr1sXV1ZV169YB+u9A4qZVq1bZJ7t/8mE7efLk9vl9PDw8+PLLL5kyZQrnz5/HbDYr6xKnffPNN3To0IFRo0Zx69YtAFKkSKHMS5z3rGwnT57cXhQuX76cnDlz4uTkxMWLF2nfvj1t27bl3LlzMTlskdf278zbbDY8PT2pUKECGzZswGKxMH/+fObMmcNPP/3E4cOHGThwII8fP47poccLDntl4YkTJ2jWrBlms5mcOXOyceNG8uXLR58+fShevDj37t1j/PjxNGvWjMyZM9v3mzhxImPGjCEoKAgnJ93FLXHH8zI/YMAAChcubN/uyW9vKleuTNasWZkyZYpuX5A471n5z5MnDyNGjCBv3rzMmDGD3r17U6RIEY4ePUrq1KnZtGkTfn5+9OrVi9OnT8f0KYhEydatW+nSpQtBQUGMHTuWTz755Lnb3rx5k3r16pE+fXoWLFgQfYMUeYsuXLjAxx9/TFhYGCVLlmTVqlWkT5+eTp06UaNGjUifZZR5iUtelu0n/P39cXJywsfHB4D9+/dTuXJlFi5cyIcffhhDoxeJuudlvn379tSuXZvg4GBmz55N1apV8fT0tO+3YsUK2rVrx/79+0mTJk0MnkH84LBXFj65193f35/Zs2ezc+dO7ty5w/Tp0wkKCiJJkiR06tQpUlEIEVeguLi4cPz48RgaucjreV7mp0yZYi9CnhSFoaGhZMuWjRs3bhAcHKyiUOK8Z+X/3r17jB07lvPnz9O6dWtWrVpFvXr1mDFjBnv27CFx4sTcv3+fLFmy2H+DLxIXHD9+nNmzZ1O2bFmaNWvGmDFjuHLlynO3T5kyJT169MDPz49t27YBsGHDBoKCgqJryCJvbMuWLdhsNvz8/Bg1ahR79uwhXbp0fPfddxw6dAiTyUR4eDigzEvc8rJsP1G2bFl7UQiQI0cOAF1ZKHHO8zI/Y8YMDh48SKJEifj0008jFYWAvSDUe/nb4ZBlYXh4OMeOHSN16tRYLBYA0qZNS9euXblw4QI//vgjAEmSJHlq34CAAAoXLkzevHmjdcwib+JlmZ8/fz4QcYuazWbDxcWFFClScPXqVRIlSqTbcyROe1n+58yZA4CPjw8tW7bkv//9LwBWq5U///yTvHnzkiJFipgavkiUJU+enHLlytGyZUuGDBmCzWZj8uTJL9ynbNmy1KpVi3bt2uHr68vHH3/M3bt3o2nEIm/u3LlzODs74+7uDoC7uztffPEFrq6ujB8/HgAnJyf7ZxplXuKKV8n2syxbtgxvb298fX2ja6gib8WLMj9hwgSAZy5ksmnTJooWLUrRokWjdbzxlUOWhU5OTjx+/JhHjx5hs9nsK77WrFmT/Pnzs2fPHg4ePGjf/vz585w7d47u3buzZs0a+4IPKlAkrohK5p/MXVi2bFkCAwM5ffq0riyUOO1F+S9QoAB79+6N9J5/8uRJTp8+Tbdu3di5cycNGjQA9J4vcUeaNGlo0qQJOXPmJHHixHz11VfMmDEj0hUo/3b58mVu377N+fPnyZMnD8ePH+eDDz6IxlGLvJlHjx5hsVi4fv26/bEnq9v/9ddfbNq0Cfj/e7kyL3HFq2YbIj7DnDp1iu7duzN48GA++ugj0qVLFwOjFnl9Ucl8UFAQp0+fpnv37ixYsIAGDRpE+sWQvD6HKwuf/JDYrFkzNm3axJEjR7BYLPbbEmrWrMmFCxc4deoUEPGGO336dP7zn/9w4MABfvrpJz766CMAFSgSJ0Q180/m4gwODqZJkyYkTZpUb7YSZ0U1/xDxW8n69esTGBjIokWLKF26NKD3fIlb/rloQ5MmTfDy8mL48OH27P/TiRMnaNWqFZcvX2bbtm2MHz/+mb+xF4mNnvySs1GjRuzevZu9e/dGer5s2bK4urqyf/9+IOK/DWVe4oKoZvvOnTssXLiQ2rVrc+jQIX7++We++OILfX6ROCOqmb99+zbz5s2jSpUqHDp0iMWLF9OoUSNAn9vfhni5wMnDhw9JkCDBM58LDw/HycmJR48eUbduXZydnVm+fHmkSY8LFSpEw4YN6dGjBw8fPmTPnj3YbDbKlCkTnach8sreRuYbNWpE9+7dsVqtWCwWLWoiccbbzD9EfPA4c+YMBQsWjLZzEImKV8n8E0+yvn37dqpXr86CBQuoXLkyVquVO3fukDJlSu7evcu5c+fw8vKKrlMQeS3P+mzyz8x/+umnnDp1imXLlpEyZUr7Nr6+vhQqVIiRI0cCcP/+fc6cOaPMS6zxJtkuWLAg33zzDQDHjh3j7t27FCtWLPoGL/Ia3lbmAwMDuXv3bqT5OuXtiFdXFoaFhdGlSxeaNm1KmzZtCAgIsP9WPTQ0FIi4aspqtXLv3j169+7Ntm3bmD17tn27O3fukDBhQpInTw5AggQJKFWqlIpCiZXeZuaTJUsGYJ/TTUWhxHbvIv8QMd+bikKJjV418+Hh4Vy7dg34/3t5yZIlqVOnDt988w3+/v40aNCA7777jsePH5M0aVKVJhIrhYWFMXHiRFavXg1E/mzy5MpxJycnQkNDOXXqFIMHD+bEiRNMmTLFPv9geHg4Li4ukd7nEydOrMxLjHqb2X7ycytArly5VBRKrPSuMp8vXz4Vhe9IvCkLr169SsWKFTl8+DCVKlXi8OHDdOnSxT7pq4uLCwDTpk0jffr0rF+/Hh8fH3r06MGIESPo3Lkz27dvZ9SoUQQHB1O2bNmYPB2Rl1LmxZEp/+JoopL5DBkysG7duqemkGjZsiUHDhygVq1aAPbJwkVioz/++IPSpUszYMAAVq5cyeXLl4H/zzn45Jeb06ZNI2vWrKxatYqMGTMyfPhwVqxYwWeffYafnx8DBgzg1KlT9sWrRGKasi2ORpmPo4x44pdffjGKFy9uXLx40TAMw7hz544xYsQII126dMaRI0cMwzCMTz/91MidO7excOFCw2az2fedNm2aUblyZaNkyZJGqVKljN27d8fIOYhEhTIvjkz5F0fzJpkPDw83Fi5caKROndqoWLGiceDAgRg5B5FXFRwcbHTs2NHo2bOnMXbsWKNcuXLGrFmzIm3z+PFjo3Pnzkb27NmNRYsWGVar1f7c2rVrjXr16hm+vr5GuXLljICAgOg+BZFnUrbF0SjzcVecn7PQZrNhNpuZPXs2o0eP5siRI/bnrl69SuvWrQkLC2PNmjXs3r2bHDlykCRJkkj7Pvnn8+fPkzlz5hg5D5FXpcyLI1P+xdG8SeafePDgAfPmzcPNzY1PPvkkms9AJOoMw2DXrl2kSJGC7Nmz07x5c0JDQ+nTpw/58uWzb3Pq1ClSp079zPd5gGvXrpEmTZoYOQeRZ1G2xdEo83FXnLwN+ZdffmHTpk1cuXLFHiCLxUKaNGnYvn27fbu0adPSuXNnAgIC2LBhA4ULFyZRokT25/8ZPrPZrB8aJdZS5sWRKf/iaN5W5p9ImDAhbdq0UVEosdY/Mw8Rc1kVK1aM7NmzA/DJJ59w6dIl1qxZY79tzWQy4enpGakc/+f7PKAfLCXGKdviaJT5+CNOlYWLFi0iR44cTJw4kVatWvHJJ5+wcuVKAAoWLMjjx4/ZtWuXfZJvgNy5c1OxYkUWL14MPB06kdhMmRdHpvyLo1HmxdE8K/NPJr+32Wz2HyTLlStHkSJF2LJlC5s3bwZ4ak5OkdhE2RZHo8zHP3HiE2V4eDjfffcd48aNo1+/fvj5+bFgwQKyZs3K/PnzefjwId7e3hQrVozVq1eza9cu+75p0qTB2dnZPmmmSFygzIsjU/7F0Sjz4mhelPm5c+fy+PFjzGYzJpMJm80GwOeff87jx4/x8/MjJCQEwzAICgoC/r+SpkhMU7bF0Sjz8VecKAtDQkK4ceMGDRs2pEmTJri4uFCsWDFy5szJ/fv37b9h7927N2FhYcyZM4dLly7Z93/48CHJkiWLodGLRJ0yL45M+RdHo8yLo3lZ5sPDw+3bms1mDMMgR44cVK1alX379jFq1CjKly/P559/jtVqVVkusYayLY5GmY+/Ym1ZePLkSfvlqEmTJqVGjRp06NABs9lsb6Q9PDx48OABCRIkACLm7unSpQuXLl2iUqVKTJ48mTZt2rB//36qVasWY+ci8iqUeXFkyr84GmVeHE1UMu/s7Bxp3yf7lS1blv379zNhwgQKFCjAr7/+qh8sJcYp2+JolHnHEOvKwuXLl5M/f34aNWqEr68v8+fPB8DLywuLxRJpVZzff/8dLy8vXFxc7L91r1GjBjNnzqR8+fLs2LGDW7dusWbNGkqUKBFj5yTyIsq8ODLlXxyNMi+O5nUz/++rUWbPnk2FChUoXbo0e/fuZdy4cbi4uMTIOYmAsi2OR5l3LE4xPYB/2rhxIwMHDqRDhw5kzZqVjRs30rVrV2w2Gw0aNMDNzQ2TyYRhGDx+/JijR4/SoUMHgEjhSp8+PePGjePRo0e4ubnF1OmIvJQyL45M+RdHo8yLo3mTzDs5Rf4xpWjRosyaNYtatWrFxKmIRKJsi6NR5h1PrCgLDcPAZDIREBBAihQpaN68Oc7OzlSoUIFHjx4xd+5cUqZMSbVq1TCZTADcvn2b+/fvU7hwYSDiUtjZs2fz9ddf219XH6AltlLmxZEp/+JolHlxNO8i8/ny5SNfvnwxdk4ioGyL41HmHVesuA35SaiOHTtG1qxZcXZ2JiwsDIC+ffvi6uqKn58fV69ete/j7++Ph4cHadOmpVevXhQvXpzz588TFhampbcl1lPmxZEp/+JolHlxNMq8xFfKtjgaZd5xxciVhRs3buTXX38lS5YsFC1alA8++ACImOSyX79+WK1WewiTJUtGw4YNmTRpEidOnCBt2rQYhsFvv/3G0aNHyZ8/P2nSpOH333+nYMGCMXE6Ii+lzIsjU/7F0Sjz4miUeYmvlG1xNMq8PBGtVxZeuXKFhg0b0rp1a27fvs2CBQuoXbs2e/bsAcDHx4fEiRMzcuRI4P8r5TRv3pz79+9z6NAhAB4+fMjDhw9JmDAho0aNYseOHQqfxErKvDgy5V8cjTIvjkaZl/hK2RZHo8zLU4xoEhISYrRt29b49NNPjTNnztgfr1ChgtGuXTvDMAzj3r17xqhRo4z33nvPOH/+vGEYhmGz2QzDMIyqVasaHTt2tO+3b9++6Bq6yGtR5sWRKf/iaJR5cTTKvMRXyrY4GmVeniXarixMmDAhLi4uNG7cmMyZM9uXz/b19eWvv/7CMAwSJ05MvXr18Pb2pkWLFpw7dw6TycT58+e5ceMGVapUsb9egQIFomvoIq9FmRdHpvyLo1HmxdEo8xJfKdviaJR5eRaTYUTfDJNhYWE4OzsDYLPZMJvNtGrVCnd3d8aNG2ff7tKlS1SvXp3w8HAKFizIrl27yJ49OzNmzCBNmjTRNVyRN6bMiyNT/sXRKPPiaJR5ia+UbXE0yrz8W7SWhc9SqVIlmjdvTqNGjbDZbACYzWZOnTrF/v372bNnD/ny5aNRo0YxOUyRt0aZF0em/IujUebF0SjzEl8p2+JolHnHFqNl4ZkzZ/jvf//LTz/9ZL9UNTQ0FBcXl5gaksg7pcyLI1P+xdEo8+JolHmJr5RtcTTKvETrashPPOknd+7cibu7uz18I0eOpFevXly/fj0mhiXyzijz4siUf3E0yrw4GmVe4itlWxyNMi9PxEhZaDKZANizZw/Vq1dn48aN5M+fn1mzZlGtWjVSp04dE8MSeWeUeXFkyr84GmVeHI0yL/GVsi2ORpmXJ2LsNuRHjx7h4+PD6dOncXFxoVevXnz55ZcxMRSRaKHMiyNT/sXRKPPiaJR5ia+UbXE0yrwAOMXUgd3c3MiUKRMffvghX3/9NW5ubjE1FJFoocyLI1P+xdEo8+JolHmJr5RtcTTKvEAML3BitVqxWCwxdXiRaKfMiyNT/sXRKPPiaJR5ia+UbXE0yrzEaFkoIiIiIiIiIiIisUeMLHAiIiIiIiIiIiIisY/KQhEREREREREREQFUFoqIiIiIiIiIiMjfVBaKiIiIiIiIiIgIoLJQRERERERERERE/qayUERERERERERERACVhSIiIiIiIiIiIvI3lYUiIiIi8lLVqlWjd+/eMT0MEREREXnHVBaKiIiIyFu1detWkidPzt27d2N6KCIiIiISRSoLRUREREREREREBFBZKCIiIiL/EhISQps2bciQIQO5cuVi0qRJkZ5ftGgR5cqVI2PGjOTMmZOWLVty/fp1AM6dO0f16tUByJIlC8mTJ6ddu3YA2Gw2xo4dS/78+XnvvfcoVaoUv/zyS/SenIiIiIi8kMpCEREREYmkf//+bNu2jR9++IGff/6ZrVu3cvDgQfvz4eHhfPXVV2zZsoUFCxZw7tw5eyHo4eHBvHnzAAgICODYsWMMHz4cgLFjx/LTTz8xduxYduzYQbt27WjdujXbtm2L/pMUERERkWcyGYZhxPQgRERERCR2CA4OxtPTk2nTplGzZk0Abt++Td68eWnevLm9+Punffv2Ub58ec6fP0+iRInYunUr1atX58yZMyRNmhSAx48f8/7777N8+XKKFi1q37djx448ePCAmTNnRsv5iYiIiMiLOcX0AEREREQk9jh9+jShoaF88MEH9seSJ09OtmzZ7F/v37+fESNGEBgYyN27d7HZbABcuHCBXLlyPfN1T506xYMHD6hdu3akx0NDQ/H29n4HZyIiIiIir0NloYiIiIi8spCQEOrUqUP58uWZPn06qVKl4sKFC9SpU4ewsLAX7gfw008/8d5770V6zsXF5Z2OWURERERencpCEREREbHLmjUrzs7O7Nmzh4wZMwJw584dTp48iY+PDydOnODWrVsMGDCADBkyABG3If+Ts7MzAFar1f5Yzpw5cXV15fz58/j4+ETT2YiIiIhIVKksFBERERG7RIkS8fHHH9O/f39SpEhBqlSpGDp0KGZzxLp4GTJkwMXFhenTp9OiRQuOHDnC6NGjI71GxowZMZlM/Pbbb/j6+uLm5kbixIlp3749ffr0wTAMihcvzr179/jzzz9JnDgxjRo1ionTFREREZF/0WrIIiIiIhLJ4MGDKVGiBI0aNaJWrVoUL16c/PnzA5AqVSomT57ML7/8QvHixRk3bhyDBw+OtH/69Onp3bs3gwYNIkeOHPTo0QOAPn360L17d7799luKFStG3bp1+f3338mUKVO0n6OIiIiIPJtWQxYRERERERERERFAVxaKiIiIiIiIiIjI31QWioiIiIiIiIiICKCyUERERERERERERP6mslBEREREREREREQAlYUiIiIiIiIiIiLyN5WFIiIiIiIiIiIiAqgsFBERERERERERkb+pLBQRERERERERERFAZaGIiIiIiIiIiIj8TWWhiIiIiIiIiIiIACoLRURERERERERE5G//A92BCApos4XcAAAAAElFTkSuQmCC\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 0x130d9d370>"
]
},
"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 0x130dc49a0>"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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"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 0x1300fe730>"
]
},
"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: 1.2.4 [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: 0.2.74b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a12 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x1304bd970>"
]
},
"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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3Qbl6BbuPFCsFRCIiIiIiIiKlzEGfNL5e9hFxK6fgObrP2961flce6PAAvRr3wizoSB5PIubqFzHXv4PhejIc2nG0BjUufRG3bl+wAgp2HykRFBCJiIiIiIiIlAKO6xBZKY7Pa+xmepV9pPx2bOFpwyIgNIzfr5tAePXwgt/IdTF2Tsda8TBG0o4TzaYfbp0bcZrcy5h3fmT0LTcV/F5SYiggEhERERERESkk+Vk/6OSdzTLbxt6THM+R/asI+yCM/9qcWPinVdVWbA2sTLkqzcAnoHDCoYQNWMsfxNw7y9vkmv44TR/EaXwvBFQ/1vpjwe8lJYpWjhIRERERERHJp8jIyAyfR0VFeT8O9QvCdh1C/YKy7SNDoBQfT7ejSRAfz5ZDWzi07nv2x4zn6K4l/Hf4P4I9Pty9uw5//d2eZUOWUa7GuVi+5Qr+IHYS5spn8ZnVNkM45NS4Ak/P5TitnjspHJKySCOIRERERERERPIpuwWlYzqPzrQ9Jy4un9XYxUNj25GamgiAb8W6jOv6Ijc88hmB+IFjYxtGvus+mbHrJ6wVD2Ec2XKihsC62G3fwK11HRTSfaRkU0AkIiIiIiIiUkLs9U3hrrB1/Bi6H1LBN6gmlRr2wAgIZkDLAVjOF4U3F8h1Mf95HGv9WyeaDB+csBE4LZ4EnwLufialiqaYiYiIiIiIiORDeHQEc2rEER4dARxbP2jVaqz+A/LV34x1M2jT7i9+DN2Pn2PwcreXqdT8BnwCK2d5TW6nsZ3GdTFjHs0QDjlVu+C5fBlOm5cUDp2FNIJIREREREREJB9iUxM5FBaAfWwaGPHxdDMtcOw89ROfHM9Dsx/iy3+/BD9ocySIL9a2oOVTI3lrzshsr83XNLbj4dCGd9I/xcBp+w5Oo6GaTnYWU0AkIiIiIiIiUkyitkYx5Mch/Hf4P0zD5JE9jem8K4w2Pn5kGjMFBzPPtulmWfm7oeti/vNYhnDIPv9j3Aa35vcRpIzQFDMRERERERGRXDp117L8SkpL4pE5j3D515fz3+H/aFipIfP+N4/n31nJghatvVvcn8qeMpl5LVtkeTxbx8Oh9W+f6E/hkByjEUQiIiIiIiIimQiPjiA2NZFQvyBiOo8mPDqCoLVxJFpRxHQeTahfEEGr4khsGZKnfpfvWc6t39/KmgNrABhy7hBeu+w1gjJZRyi/9zhNJuGQpwDhUJcuXQpWj5Q4GkEkIiIiIiIikonY1EQswyT22BpDsamJ7AgL8H4e03k0l+0JObEOUHAw88oFQnBwpv15HA8vLXiJTuM7sebAGqqXr86MfjMYc+WYTMOh4/d4odkN+Vtr6DjvbmVvn6jl/I9xG9yW7y67du2a/3qkRFJAJCIiIiIiIpJPJ4+kyWn612NzH+PZ6GfxOB5uaHYDy+9czpWNr8zxHqeGMXkavZPJVvaedh8VKBySsklTzERERERERERyIbPpXrkNb/7Y/gfvL3kfgI+v/Jhbw2/FyOeOYbkeveO6mP88cXo41PD2fN1XyjaNIBIRERERERHJhdOmlGUis/Am2ZPMXT/dhYvLLW1u4bZzb8s2HCqU9X284dCb3iaFQ5IdBUQiIiIiIiIiuZSf8OaFBS+wPm49NcrX4LXur+V4foHX98k0HPpQ4ZBkSwGRiIiIiIiISC7lNbxZvmc5byx6A4B3r3iXyoGVi6KsE1wX89/MwqE7iva+UuopIBIREREREREpAml2Gnf9dBe2a9OnWR96N+1dtDc8Hg6tOzkcGqNwSHJFAZGIiIiIiIhIEXjjzzeI2RtDSGAIb1/+dtHezHUx/x2VSTg0pGjvK2WGAiIRERERERGRQrb2wFpeWPACAK9f9jrVg6oX3c284dAb3ib7vA8UDkmeKCASERERERERKUS2YzP056Gk2qlc0egKBrcaXHQ3yyIcchrdWXT3lDLJp7gLEBERERERESkJwqMjiE1NJNQviJjOown1CyJoVRyJLUPy1M+Hyz5k0Y5FBPkF8f4V72e7pX2BuC7mv0+eEg69r3BI8kUBkYiIiIiIiAgQm5qIZZjEpiYCENN5NJF2JF07537nsq2HtvJU1FMAvNz1ZeoF1yuSWk+EQ697m9LDobuK5n5S5mmKmYiIiIiIiAgQ6hdEnfXJhPoFedvysq2967oM+3kYR9OOckndS7jzvCIayeO6mCufUjgkhUoBkYiIiIiIiAjpI4Yu2xNCTOfR+br+i3++YO7WuQT4BPDRVR9hGkXwI/fxcGjt/3mb7PPeUzgkBaaASERERERERM4KkZGRRdb3lkNbGDl7JAARnSNoEtKk8G+SZTg0tPDvJWcdBUQiIiIiIiJSJp0aCEVFReV4TpcuXfJ8H4/j4ZaZt5CQmsBFdS5ieIfhee4jR66LufLpjOFQ23cVDkmhUUAkIiIiIiIiZVJmgVBO5+RlzaHjXl74Mn/u/JOK/hUZf+14fMxC3g/KGw695m2y276L0/juwr2PnNUUEImIiIiIiEiZEx4dwZwacYRHR2R5vM6ckdmekxuLdizixQUvAvDeFe9xTqVz8t1XplwXc+Uzp4RD7ygckkKngEhERERERETKnNjURHaEBXi3rD81MDq+pf3J5+RVfHI8t8y8Bcd1GNRqEANbDiy0+oGTwqFXvU3p4dCwwr2PCAqIRERERERE5CxwamAU6heE7TqnbWufFw/89gBb47fSoFID3u35bmGWe9KC1AqH5MxQQCQiIiIiIiJlXqhfUIYwKKbzaHZc9ka+t7X/euXXTFo1Ccuw+OLaL6joX7HwinVdzH8eP2VBaoVDUrQKeeUsERERERERkZInpvNoIu1IunbOuAh1fnYt23JoC/f/ej8AT178JBfWubAwSkznupgrRmJtfN/bpAWp5UxQQCQiIiIiIiJnhcx2KMvrrmWnbmn/eKfHC6s8cB3M5cOxNn2c/ikGdrsxuA3vKLx7iGRBAZGIiIiIiIhILhXZlvaug7XsHswtn6V/ioHd/lPcc24unP5FcqCASERERERERCQXimxLe9fGWnIX5rYv0z/FxO4wDrf+4MLpXyQXFBCJiIiIiIiI5KDItrR3PFhL7sD8bxIArmFhX/AFbt1+hdO/SC4pIBIRERERERHJQZFsae+kYS2+FXP7twC4hg/2hV/h1rmhcPoXyQMFRCIiIiIiIiLZKJIt7V0Ha/HtJ4VDvtgdJ+HWvrbgfYvkg1ncBYiIiIiIiIgUtlC/IGzXIdQvqED9nLyl/aiLRxXalvbmP09gbp8CgGv6YXf6VuGQFCuNIBIREREREZEyJ6bz6AL3ceqW9k90eqIQKgNz/TtY698Cji1I3XESbs0rC6VvkfzSCCIRERERERGRTBTFlvbG9m+wYh7xfm63ex+31jUF7lekoBQQiYiIiIiIiJwiZm9MoW9pb+yLwlp8u/dzu8WTuA2HFLhfkcKggEhERERERETkFE9FPoXjOtzQ7IbC2dL+0D9YC2/EcFIBcBrchtPimYL3K1JIFBCJiIiIiIiInCRyayS/bf4NX9OXl7q+VPAOj/6Hz+/XYngOA+DU6IV93gdgGAXvW6SQKCASEREREREROcZxHZ6Yl74Y9V3n3UXDyg0L1mFqHD7RV2Mk70rvP6Q9dsevoRDWMxIpTAqIRERERERERI75bs13/L3nb4L8ggq+a5mdhLWwD0bCWgDcoMbYF88An/IFL7Sk2bYNXLe4q5ACUEAkIiIiIiIiAqTaqUTMjwBg5IUjqVa+Wv47S0vAWjQQ88BCAFz/angu+RH8qxZGqSXH5s1Yd9yBT9OmGJGRxV1NkXvrrbeoXLkyTzxxIjxMTk7m4YcfpmHDhtSpU4ebb76Zffv2Zbhu+/bt9OvXj1q1atGkSROefvppPB7PmS4/WwqIREREREREpEyILGBAMW75ODYd3ET18tUZ3mF4/js6vAafuRdh7v4ZANcqj+eS7yGogNPVSpLt2zHvuQefVq0wv/wSw3Ewn322TI8i+vvvvxk/fjwtW7bM0D5q1Ch+/fVXxo8fz48//siePXu46aabvMdt26Z///6kpaXx22+/MWbMGCZNmsRLLxXC+laFSAGRiIiIiIiIlHrh0RE8tXYa4dER+bo+ISXBu63905c8TZBfUL76MbZ/i8+cizAS1gHg+gZjd5oKlc/LV38lzp49mA89hE/z5lhjx2IcGwXjVq6Me/XVYNvFXGDRSExM5K677uKdd96hUqVK3vb4+Hi++uorXnzxRTp37sy5557L+++/z+LFi1myZAkA8+bNY926dXz88ce0bt2aHj16MGrUKMaOHUtqamoxPdHpysyqWPaxP4R2Gf3DKFIU9N6I5I/eHZH80bsjkj96d3InNjWRg2EBOKmJ+fpajYocxb6j+2hcuTE3t7o57304afisfBKfje+daApuTdoFk3CDGpX+4OTAAXzefBPro48wkpK8zW6FCtgPPIDn/vshODi9sQQ8a1bvjXtshNPhw4cxTtpFzt/fH39//yz7e+SRR7j88svp0qULr7/+urc9JiaGtLQ0unTp4m0LCwujTp06LFmyhPbt27NkyRJatGhBtWonpix2796dkSNHsnbtWtq0aVOgZy0sZSYg2rx5MwAbN24s5kpESh+9NyL5o3dHJH/07ojkj96d7Hk8HizDxHYd1q1bl6dr/9j3Bx///TEADzd/mM0bN+fpep+0A9Tf8SgBR//2tsUFX82OWk/i7vQAeaunJLHi4qg6aRJVJk7EOnrU224HBHBg0CD233wzdqVKsGdP+q8S5tT3xjAM6tevT6tWrUhMTPS2P/bYYzz++OOZ9jF16lRiYmKYN2/eacf27t2Ln58fwcfDsWOqVavG3r17Adi3b1+GcAigatWq3utLijITEDVs2JBNmzbRuHFjLMsq7nJESgXbttm4caPeG5E80rsjkj96d0TyR+9O7vjs8sE0TAzXoWnTprm+7mDyQV6Y8wIAw9oN45ZLbsnTfY0DC/Fb/D+M5PRwxDV88YS/TrkGdxJ20giV0sbYvBnr3XexvvgCIznZ2+76+2PfeSeehx8muHp1grPpozhl9d64rktqaiorV648bQRRZnbs2METTzzBtGnTCAgIKPK6i1OZCYiOf8Mty9K/NEXySO+NSP7o3RHJH707Ivmjdydnx3/cz8vXaeSckexK3EWTkCa83O3l3F/rupgb38eMeQzDPbYOT2Bt7I6TIfQCSut3yli6FPONNzCmT8dwHG+76+ODc8cdOI89BnXqlJrnO/W9OT7FrGLFihkCoqzExMSwf//+DFPIbNvmjz/+4NNPP2Xq1KmkpqYSHx+fYRTRvn37qF69OpA+mmjZsmUZ+t2/fz+A95ySoMwERCIiIiIiIiJ58d2a75i0ahKWYTH+2vGU8y2XuwvtJKxl92Bum+htcqp1xb7gSwiols2FJZTrYsyahfnGG5hRURkPlS+fHgzdfz/Ur1889RWjzp07s3Dhwgxt9913H02aNGH48OHUrl0bX19f5s+fz7XXXgvAhg0b2LFjB+3btwegffv2vPHGG+zfv987tSwyMpIKFSrkabRbUVNAJCIiIiIiImed3Ym7uf/X+wF47KLHaF+rfe4uPLod649+mAdPjAixmz6M0+o5MEvZj9hpaRhTpmC9+SbGypUZDrnVquHcdx/O0KFQuXIxFVj8KlSoQIsWLTK0lStXjpCQEG/7//73P5588kkqV65MhQoVePTRR2nfvr03IOrWrRtNmzbl7rvv5tlnn2Xfvn28+OKLDBkyJNuFsc+0UvanV0REREREROR0oX5BBK2KI7FlSI7nuq7L3T/dTWxSLG1rtGXUxaNydQ9j/wKsRQMwUval92OVx+4wFrdOnwLVfsYlJGCOG4f53nsY27dnOOQ2boz90EO4//sflPE1dwrLSy+9hGma3HzzzaSmptKtW7cMO51ZlsXkyZMZOXIkPXv2pFy5cgwcOJBRo3L35+5MUUAkIiIiIiIipV5M59FE2pF07dw1x3M/W/EZv2z6BX/Ln8+u+Qw/yy/Ha8xNn2AuH3FivaHyDfB0+g6CWxe49jNmzx7M99/H/PhjjPj4DIecCy7AGTkS95prQGtdZevHH3/M8HlAQACvv/56hlDoVPXq1ePbb78t6tIKRAGRiIiIiIiIlEqRkZF07XoiEDr546xsPriZh+c8DMDzXZ6nZdWW2V/gpGIuH4G1eeyJpmrdsC+cCP6h+Sv8TFu3DuuttzC++gojNTXDIeeqq3Aefhj3oougFO+6JgWngEhERERERERKpaioqFyFQsfZjs0dP9zBkbQjdK7XmQc6PJD9Bcl7sP7ojxm76EQfYSNwWr9UKtYbMhYtwnz9dYwff8Q4tnsXgOvrizt4MPaIEXDK+jpy9ir5f6JFRERERERECsHbi99m4Y6FBPkFMfbqsZiGmeW5RtxSrD/6YiTtBMA1/bHP/xC3/v/OVLn54zgYP/2UviPZH39kOORWrIhz553pO5LVqlVMBUpJpYBIREREREREyrx/9/1LxPwIAN7s8SbnVDony3ONrROwlt2L4aQA4AbWwb7oW9yQdmei1PxJScH4+uv0HcnWrctwyK1VC+eBB3DuuAOCg4upQCnpso5LRURERERE5KwVGRlZ3CUUWg2pdiq3fX8bqXYqVzW5ilva3JL5iY4Hc8VIfJYM8YZDTpVOeC5bVHLDoUOHMF97DZ8mTfAZOjRDOOQ2b45n7Fg869fjPPSQwiHJlgIiEREREREROS2MiYqKKjM1PP/78/yz7x+qBFbho14fYWS2GHPKAazfr8La8J63yW54F/alv0FA9UKpo1Dt2IH52GP4NGyI9dRTGHv2eA85l1yCZ8YMPMuX4958M/jlvEubiAIiERERERERKZZAqCA1hEdHMKdGHOHREdme9+eOP/m/Rf8HwPu93qd6UCZhz6EYfOZchLkvPaByDV887cbgtHsfzBIWrqxciXX77fiEhaXvTJaYCIBrGDjXX49nwQLsuXNxr7wSTP3IL7mnPy0iIiIiIiKSQW7Dl+K8Z2xqIjvCAohNTczynCOpR7j9h9txXIfBrQZzQ7MbTjvH2P4tPvMuxTi6FQDXvzp2l9m4DYfk6zmKhOtizJ+Pdd11+J53HuZXX2F4POmH/P2x77oLz8qV2FOm4HboUMzFSmmlRapFRERERETOYlb/ARAfT7egIKz+A7CnTCY2NZFDYQHY2YQvhe3Ue4ZHRxBUI44Z0RHEdB6drz6fmPcEGw9upE6FOrx1+VsZD7o25soIrLWveZucyudjX/QNlKuT7+coVLaNMWNG+o5kS5dmOORWroxz990499wD1UvgFDgpdTSCSERERERE5CyTYa2f+HgwLbodTUr/ODfXnAGZjRA6uYZQvyBs1yHULyjT62dtnsVHf38EwKdXf0qlgEonDjppWH8OzhgO1f8fdtd5JSMcSkrC/PhjfFq1wmfgwAzhkFuvHvabb+LZtAln9GiFQ1JoNIJIRERERETkLBIeHUHQ2jgSrag8jcyJioqia9euRVdYHmvIrvaDSQe568e7ALj3/Hvp3qD7iYOOB+uvmzF3TAPANSyc8NdwGt8HmS1efSbFxmJ++CHmhx9i7N+f4ZAbHo790EO4N94Ivr7FVKCUZQqIREREREREziLFMX2sMORlytkDvz3ArsRdNAlpwotdXzxxwPFgLb4Vc8dUAFzTH7vTd7g1ehZl6TnbuhXznXcwP/8c4+jRDIec7t1xRo7E7d69+AMsKdMUEImIiIiIiJzNgoMhPp55QUF0s6zirsYr1C+IoFVxJLYMydN136z+himrp2AZFuOvHU8533LpB1wba8ntmNu/Sf/U9Cv+cGjDBqznnsP47jsM2/Y2u5aFe+ON2A89BG3bFl99clbRGkQiIiIiIiJlTF7WC7KnTMb+9RfmtWyBPWVyEVaVNzGdR3PZnhDvaKFTP8/MroRdPPDbAwA83ulx2tdqn37AtbGWDMH8L/35XMMX+6Jvii8cSknBfP55fNq2xZwyxRsOueXKYd97L57Vq7G//FLhkJxRCohERERERETKmKioqDN+zzO9iPWpXNfl7p/vJi4pjrY12jKq06hjBxyspUMxt01M/9Twxb5oMm7NK4ulTiMqCp927bCefx4jNTW9pipVsCMi0heefustaNCgWGqTs5sCIhEREREREaFLly4Fur44QqmTjV0+ll83/Yq/5c/n13yOr+WbHg4tG4a5dQIAruGD3fFr3FrXnPkC9+/Huv12fC6/HGP9+vR6LAt75Eg8GzbgPPkkhIae+bpEjlFAJCIiIiIiIhl2KAv1C6LO+uQst5DPjTM5oujzFZ97p5a90PUFWlRtAa6D+fd9mFs+B9J3K7Mv/Aq39nVnrK70G7sY48fj07o15ldfeZudCy7A89dfOC+/DOXLn9maRDKhgEhEREREROQskpvw59T1fqz+A+i2ajVW/wG5vk9RjCg6dZST67o8F/0cQ38eiu3a/K/1/7i//f3gupjLh2NtHpt+nmFhX/Albp0bCr2mbK1ejdW9Oz533YURF5deS6VK2B98gD1/PrRpc2brEcmGAiIRERERESmVrP4DsK7olafQ4mwUHh1BnTkjCY+OAHK32PNp4uPpdjQJ4uPzXUd+RhSdGgidPMopzU7jrp/u4oUFLwDwRKcnGHf1OEwMzBUPYm36GAAXE7vDeNy6N+a79jxLSsJ85hl82rfHXLDA2+wMGIDn339x7rwTTP04LiWLtrkXEREREZHSKT4eTKtAocXZIDY1EcswiU1NLLJ7hEdHEFQjjhnRESzq+Bhzt8xlkbWI1/54DcMwMDCY/ftslgcu937u/f3Yx0f3xGDg4NhpPB31NCmeFJI8SXz949cke5JJ8iSR4knxfrz/6H62HNqCaZi8f8X7DGk7JH3kUMzDWBvHAMfDoc9w6/Uvsmc/lTF7NtYDD2Bs2uRtcxs1wn73XdwePc5YHSJ5pYBIRERERESkDDk5rMnTKKEC2H/0ALsqbSZp5WZq/PkWyZ5k8DllmpkPRM7L3SiiV3f+lavzyvmWY2LviVzV5Kr0cOifx7E2vAeAi4Hd/lPc+oPy+jj5s2cP1iOPYE6Z4m1yfX1xHn4Y5/HHITDwzNQhkk8KiERERERERMqQ2NREDoUFYBdwxFBudzVbc2ANcf9OxEk76m2rn1qOxgkh1DFMnEsvxcVlxYoVtAlPX3PHdV1c3Ay/f793Babpg2uYDKnflQDfAAKsAAJ80n8F+gTi7+Pv/TjAJ4DW1VpTI6hGejj07yis9W+l94+Bff4nuOfcVKCvQa44DubYsZhPPolx0mg255JLsN9/H5o3L/oaRAqBAiIRERERESk1IiMjM6xDI0Unp69zZGQkdcLrcMXXV+CkHcXyDyagSnPm93qfc29+FMP0AcfGfn0cABFLIxh9bdYjmurMGYllmNiuw5uXvZH7Ql0Xc+XTWOtOXGOf/xFug1ty30d+/fMP1n33Yf7554lyQkKwX30V9+abwTCKvgaRQqKASERERERESoXw6AiC1saRaEVlOXVKAdKZMyNqBj+s/IHdibvxCQwltHkfXB9/2lRrg8GZC0bMVaOx1r7m/dzTbgxug9uK9qZHjmA+/zzmO+9g2La32bnpJuxXXoGqVYv2/iJFQMumi4iIiIhIiZDTLlexqYnsCAs4sdhycDDzygVCcDCQHiA9tXaad7eu/NxDcue/+P/42u9rdiTsoFloMyo1643pm/UaO1b/AXRbtbrQd5wzVz2PteYl7+f2ee/hNhxSqPc4lfHTT/icey7Wm296wyE3LAzP7NnY48YpHJJSSwGRiIiIiIgUO6v/AMwPxuQpQLCnTGZeyxbYUyYDmQRIhXAPKH2hUqhfEHXWJxPqF5Tp55D79YUyM3vzbLp/1Z14I57GIY35bfBvmL7lsr8oPp5uR5Oy3XEuszqz5LqYq1/CWv28t8lu+zZOo6G5fYy827kTq39/fK6/HmPbtvQy/P2xn3kGz7JluJdeWnT3FjkDFBCJiIiIiEjxyyJAKNRwJhchxakyG5VU0gOjmM6jeaHZDd5peDGdR3PZnpAM0/LyMw1vu18yfZv/w1WTr2Jb/DYquZWYNWgWNYNq5qvOU7+OmdWZqZQDWH8OxFr1rLfJPvcNnMb35KuOHNk25gcf4NOmDeb06d5mp1s3PH//jfPUU+DvXzT3FjmDFBCJiIiIiEiJlWGb9EzkNBKmoGFOZqOScqqpOJz6nIW5DpPjOrzReC/N2i1kWtX9WIbFA+0f4PbU26lTsU6++83s65jT99PY9SM+v7XF3DHN22aHv4bT5P5815Gt5cuxLr4Y68EHMRISAHCrVsUzfjz2L79AkyZFc1+RYqCASEREREREShyr/wCsK3rluG5NTkHIySHEbr8UoivGsbx8AlsObeFg0kFsx8764lKkoEFadl5Z+AqP1lpJsmXTqU4n/rrjL94au4NeqzZ5vzehfkHYrpO76WHZyPL7Gb8Ka8kQfBbegJGyFwDXLxRPx0k4YSMKdM9MJSRgPvwwPh07Yi5b5m127rgDz7//4g4apB3KpMzRLmYiIiIiIlIsst1xLD4eTCt9SlgBQpx44nl38btMWzuNRRf8gXv8Z/oxTb3nVPCrQKWASlT0r0gl/0oEBwQT7B9MpYBKJO5eSrnQMMzAkMJ5rmKS33p+3vgzo6PTp3x193Tn55t+xjCM9Ol6puX93uQ4LewU4dERBNWIY9yckYT6BWV+fdIuzP+mYP73NcahmAyHnJpXYp//EQTUyNdzZcl1MWbOxHroIYwdO040t2iB/cEHuJ06Fe79REoQBUQiIiIiInJGnBqcREVFZR1cBAdDfDzzgoLoZll5vtfexL00/7ILif6bYM6xRgMaJgWSZNrEB/lwNO0oAAmpCSSkJmTZ19FdSwms3ob45HiCA4JzvHe2z1WKbIjbwC0zb8HFZeh5Q7nB/4b0cAjSd5Cz7ay/Nzkcj01N5FBYANaxj73SEjB2TsfcNglj3zwM3AzXuT5B2Oe+iXvOLYU/gueff7CefRbzxx9P3C8wEOfJJ3FGjAA/v8K9n0gJo4BIRERERESKXHh0BEFr40i0oojpPNo7gmRGdESmo0eO70w2LyKCS0fnbnRKqF8QQavi2Fs7gfbj2pN4ZA8AvhVq8eqFD3PDC1Opm1YeHBv7119ItVOJT44nPuXYr+R4DqUc8rYdSj7E66u+JvXQVpL2xtDq41a8sqYOXQ/Uxuo/wFtjWZSQksCN391IfEo8F9W5iDd6vIGfdSIgsadMzvZ7k9Px0xxejbX6JYxdP2DYSacddkLa49YbhFOvH/gX4jbyaWkY06djfvQR5oIFGe/Zsyf2O+9Aw4aFdz+REkwBkYiIiIiIFLnjI0bsY6NFTv08xxEpufD3xc9wedTl7Di0EMd1sAJDqNz4SszAytzX/j6sgAXM8z1xDz/Lj6rlq1K1fNaBw9i0BDzx24nfFsXeI3u5rd5eOgVvInRjGK1zWVdJnHKWHcd1uP2H21lzYA21gmox+YbJGcKhQuW63Jb8Dz6zL8RwkjMeKt8Qp/5AnHoDoUJY4d531y7MsWMxx43D2L07431r1MB+4w3cG2/UOkNyVtEi1SIiIiIiUuzsKZOZ17JFtqNyslsIOdVOpfc3vfnd53cc1+G28NsIadEP33KhebpHZvwr1Sek1SBe7Poi5W2LhcGHaH/eYob/NpyDSQezvdbqPwDzgzHZLrSdHyfvWmb1H5DjYt655bgOI34bwcz1M/Gz/JjSZwo1gvK3zk9OC2OHOEf5IvEHXkma7w2HXL8Q7EZ34+kWjafXGpyWEYUXDrkuxoIFWIMG4dO4MdYLL2QIh9xmzbDfeQfPqlW4ffsqHJKzjgIiERERERE540L9gqizPjlPu17FdB7NjsveyHRK2hPznuC3zb/h6/oy7ppxfHzVx1QJrHzaPU4NLU7dHj4rhmnxSMdHWL3kQvrur45jwIfLPqTVx60YHzMex3WA9Kl0c2rEER4dkX5hfHz6Qtvx8bl+ztzIadey/LAdm6E/DeWjvz/CwOCjKz/igtoX5Lu/LEdNpSUwMGU1c+Mn0iNty4n7N74Xz9VbcM57Fzf0wsILaNatw3zuOXxatcKnWzfM777D8HgAcC0Lp3dvPLNm4YmJwRk2DCpUKJz7ipQymmImIiIiIiJF7vj6QIkt03cDi+k8mkg7kq6dCz71atraaby35D0Anmr+FDe1vsl7j4i5EYwediJQOjW0yOuC0nVSA5i8Lpw7d+/nga5JrI1dy10/3cXY5WN5t+e7p0+dOwPyvN5PJtLsNG7/4XamrJ6CZViMu2Ycg1oNyn0Hrg1H/8NI2IiRuBESN2J4EnHL1cUtVx+qHwQ/MBruwueHOrx90jpD+41AKneajFuzV77rP82OHZjffos5eTLG8uWnl1utGs7tt+PceSfUrVt49xUpxRQQiYiIiIhIkctNWJMfmw5u4q6f7gLgoQsf4oluTxSov9yuF9T9UAjLhnzP+0vf5/nfn2fxrsV0/Lwj/lVbElz3IvDxL1AdZ1Kqncrg6YOZuX4mPqYPX/X+ihua3XD6ia4NR3dgJKaHQFfWmIO1IAYjcRMc2YLhpGZ9k6tP+tg+8eFc3/oML3cZywsjHIqNxZw2DWPKFIzff8dwT9kBzTBwL7kE5/bbcfv0Af/S8z0SORMUEImIiIiISKmU7Elm0PRBHE45TMc6HXn+0ucL3GdeRhT5Wr48eMGD9G/Rn8fnPc7kVZNJ3r+SlLj1BFYPJ+5oLFWrxkOlZDjiCwnrILAO+JQvcJ2FJdmTTP+p/fll0y/paw5dP4mr6oRj7IvESDg2EihxQ/rHR7ZgOCneay+uAuzOuu+suH4hjDdqM82vOct8amCfspV9niQmYvzwA+aUKRizZnmnjp3MOe883AEDcPr2hdq1838vkTJOAZGIiIiIiBSJU0fj5LRocV49MucRlu9ZTmhgKBN7T8TX8i3U/nOrVoVaTLhuAkPOHULPaf2xkmPpk7CE3dNqU/1ax3ue+Wv6vmeub2UoVxs3sC5uuToQWAv8q+H6h4JfaPrv/lXALxTMIngm14GkXaQcXMkn0Y/Q5fA67q5l0jW0JkH/DsaISc65j5O7swIhqBFuUGPvLyo0xvWtiHHkP4yj2+DIVrCTcGtcjlujF49HjsIyji2J6+YxIEpNxZg1K3362I8/Yhw9enpNYWE4/fvj9O8PYYW8A5pIGaWASERERERECp3VfwCmbWN99LF317D8TCnLKlT6ZvU3fPz3xwCMv3Y8dSrWyXethaVz3Y4827gJdyYlUN1IBZxMzzPSDkL8QYz4lTn26fpUxPIPpbFTHt8DdTACQnH9qnBp1RUYm8eCXwj4V+Gqi8+B5L3pn5u+6aFL8u5j6wFtwkjY4J0aRuImDDsJX2CkDxBCeq3J27Kuw/Q/EQJVOBYCHQ+DAmuBkfn+R26lcwsyPugE28b4/ff0kULTpmEcPH33OLd27ROh0LnnahcykTxSQCQiIiIiIiVWZqHS+tj13P3z3QA8dtFj9GzUM8vrC3vUUpZS47AWDeKp5D/hpFxi1RGTCUkOVUy4vv4FNPT3xUjamb6Wj5uWY7eG5zCG5zDlAZJOBEo9qwPL5ns/7wTwQ/rHrm8wOB4M+0ieHsE1/aB8w2MBUJNjAVAj3AqN06fGZRECFRnXxfj7b4zJkzG//RZj167TTwkJwenTB3fAANxOncDURt0i+aWASERERERECl1+dtbKTZiTlJbEwOkDSUxNpHO9zkR0jsj2/LyMWgqPjiCoRhzj5owk1C+ImM65rP3wGnwW9kkfnQPYGPzo24irLh5Lo5ueZXvTtbxWbQ+Pxv5FROcIRnUZhYELKfsxju6ApJ2QGoeRcgBSD2CkxEJqLKTEHmuLxU2Jw8zlgBgjLT7LY67hy1aPycqkFHa4AfQ69wHq1O6KG9QIytUFw8rdTYrS2rWYU6akjxbauPG0w2758rjXXovTvz/uZZeBn18xFClS9iggEhERERGREiE3Yc6Dsx/k333/Uq1cNb7s/SU+ZuH9SHN8i3rr2Mc5cl2MPb9g/XkzhucwAAeMQIYEXcUin5rsqHIRfq7FhPWtqZvsz2v1tjE6ejQ7Du/gvSvewyegOm5AdaBdendZ3Ma2bZ568gleeGYklucgty1+jRrb9hNQx2J0/U7pQVJqLBwLk4yUA4DhnQ52fCrYXrMiV8y4k5UH1lK9fHV+GfgLtau1KpwpYHkU6hdE0Ko4tjXxo5pVDpYvx5w3Lz0UWrHitPNdX1/cnj3TQ6Grr4byJWehb5GyQgGRiIiIiIiUCl/9+xWfrfgMA4MJ102gZlDNAvVnfPsdtbdtw/j2O9y+N+Z8gZ0M1Q5BjcMYVQ/h80M9jJS93sNucBt6um3Z7VMpfSHoY0wMXt7amNpDHmLErBGMWzGO3Ym7mdh7IuX9chd0uJjpC1eXq85sKmOdE4rtOkQ0eyRX128/vJ2eX/dkY9xGaleoza+DfqVpaNNcXVvoDhzgn4QOLJj8Gp39/DCWLME4+uppp7mGgXvppTgDBuD27g0hIWe+VpGziAIiEREREREp8VbvX819v94HwFOXPEW3Bt0K3Kfb90aaVAnFzWrkUtJurk7dSAfPHs737MJn+kcY15y0btCJHd9xal+H3eFzdkRFkGGSVnAw82ybbpbFsPOHUatCLQZ+N5CfN/5Mj4k9mNFvBtXKVyvws2Rny6Et9JzYk63xWzkn+Bx+HfQrDSs3LNJ7etk2rF6N8ddfmIsWYfz5J8aGDQB0yeIS5/zzcfv3T9+WvlatM1OniCggEhERERGRku1I6hEGTh/I0bSjdD+nO6M6jSq0vr3T2lyXxnYcHT176ODZRQfPTnx/fI9x2Vzr+gbjhl6IW+tanIZ3ZLqI86lrMV3X9DoGpg3kp+CfWLp7KZdOuJQf+v9A45DGhfZMJ1sfu56eX/dkZ8JOGlduzG+Df6NuxbpFci+vLVswv/sOIzIS46+/MBISsj3drVcP98ILcS+8EKdnT2jSpGjrE5FMKSASEREREZECC4+OIDY1McPizoWxg5jrutz/2/2sObCGGuVrMP7a8VhmISyk7KRiHFyOcWDhsV9/sDA1NvtaKoTBsgTcfZVhbwXsSfNztbPXqV+HOm4d5t88n2unXMumg5vo/EVnZvSbQYfaHQryRKdZuW8lvSb1Yu+RvTSv0pxfB/1a4Gl5Wdq+PT0U+vZbzKVLszzN9fPDbdsWt2NHpmzbRt8334TatYumJhHJEwVEIiIiIiJlUGRkZJ528Cqo2NRELMPMsLhzYdz/i3++4Kt/v8I0TL7q/RXVg6rnr6O0BIzYP08EQnGLMeykLE9PxsKvSkfcKh356tetDHrgXfAPxXq7F5gWOHaut30/+etg9R9AN9umxT0RzB83n97f9ObvPX/TY2IPJl4/kaubXJ1jf8cXeE5smfWaPMv3LOfKSVcSmxRLm2pt+GXgL1QtXzVX9ebarl2Y06alh0KLFmV6ilujRvrooI4d039v2xYCAgBYGRFBX4VDIiWGAiIRERERkTLG6j8A07axPvoYe8rk4i4n3/7d9y8P/PYAAM92fpbO9Tvn/uLkvSeNDlqIcXAFBk6Wp7t+Icxyg1niU4vFPrVYblVlc9e3AVj3XQT4h2Z57clhXI7hTXw83Y4FTDWCajDnf3MYOG0gv23+jRu/u5H3er7Hnefdme2jxXQeTcTcCEYPG53p8b92/sXVk68mPiWe82uez08DfqJyYOVs+8y1ffvSQ6HvvsP4/XcM9/Q90Nw2bXD69sW54QZo3BgMo3DuLSJFSgGRiIiIiEhZc1IIUVolpCQwcNpAkj3J9GzYk0cvejT7C1wHY8dUzD2zMQ4swEjcmP3p5erjVumEW6UTTtVOUKEZN899BOvYqCD7pF3IcpoqFxUV5Q2IcgpvThXkF8S0vtO455d7+OKfL7j313vZfng7oy8djZFNsJJVTb//9zvXfXMdiamJdKrTiZn9Z1LRv2KuaslSbCzGjBmY336LERWF4ZwetLnNm6eHQn37QtPc7Y5WGFMQRaTwKCASERERESkFzvSUseLkui73/HIP6+PWU7tCbT6/9nPM7KZzHV6NtfRuzNg/M+8PA4Jb4lS5GLfKRbhVOkG53C/UXNRfd1/Ll0+u+oS6FevywoIXeOWPV5i7dS4jOozg+mbXY3B6UJRZTXO2zKHPt31I8iTRtX5XpvWdRnm/8vkr6tAhjO+/Tw+F5s7F8HhOO8Vt0uREKNSyZZ5vcbb8eRYpLRQQiYiIiIiUMJmFQSePUsntNaXV2OVjmbJ6CpZhMbH3RKqUq5L5iU4q5ppXMde8guGe2H7eNXxxQ85PHyFU9WLc0I7gl/MUq+PTw7Y18SPUL6iwHidXDMPgmc7PULdiXYbPGs6SXUsYPGMw9YPrc//qioQdDOXo4H4ETfou05FFP234iQHTBpBip9CrUS8m3zCZQN/AvBWRkIDxww/podDs2Ripqaed4jZogHPjjemhUHi4po+JlCEKiERERERESpiTwyCr/4D0KWNBQVj9B2S6plB4dARBa+NItKK8O4iVVsv3LOeh2Q8B8ELXF7io7kWZnmfE/om19G6Mw6u9bW5QY+xzX8et1hWsPIYj5H16GJxYdDqr701e3XbubVzV5CoGvDGAtRXWsi1+Gw/XBmrD3UD510OoVaEWtSvUpnaF2tSqUAs/y49X/3gVj+PhurDr+Kr3V/j7+OfuhkeOYPz0U/oOZL/+ipGcfNopbt26ODfeiNu3L267dgqFRMooBUQiIiIiIqXQySOGYlMTORQWgH3SDmKlUXxyPIOmDyLFTuHKxlfy4AUPnn5SWgLmymcwN47BIH2BZNewcJqOxGnxZL6CoYIVXfD1nk4d/VWtfDUusS/hp/t+YuLKiXw+5XE2BB7lkK+HI2lH2BC3gQ1xG07rp1+Lfnx+zef4Wr7Z3zApCePXX9NHCv38M8bRo6ed4tasidOnT3oodMEFYOZuxzYRKb0UEImIiIiIlCDh0REE1YhjRnQEMZ1He0elzIuI4NLRJ0a2nDzK6LSds4KDmWfbdLOsIq21MKe1ua7L0J+HsungJupVrMdn13x22rpDxu5fsf6+D+Pofyeuq9QWT/uPodK5hVJHcchq+mCgbyBD2g5h6ONT8bgOqZbLfxM/YOfhnexM3MmuhF3sStjFzoSdnFfjPB7p+AiWmcX3PCUFY/bs9FDohx8wEk8PE91q1XBuuCE9FLroIijiPz8iUrIoIBIRERERKUHyMxro1KlR9pTJOJGR2EW8JlFO6yLlxYfLPmTa2mn4mr58ff3XhASetE38wb+xVo7G3POLt8m1AnFaRuA0eQDMsvNjTXh0BLGpidSvkeoNCY8r51g0CWlCk5AmuessLQ1j3rz0UGjmTIz4+NNOcUNCcK+/HqdvX9zOncGn7HwtRSRv9PaLiIiIiJQCed0SvCgWrC6qhbCX7lrKI3MeAeDlbi/ToXaH9APx/2Kteg5z58wM5zvVumG3+wCCGhV6LcUtNjURyzDZkd8pgx4Pxvz56WsKzZiBERt72ilucDDuddelh0LduoFvDlPSROSsoIBIRERERKQUODmYOXUa2pmS3Yih06a55dLBpIMMmj6INCeN68Ku4/7290PCOqxVz2Ns/9a7zhCAG1gXu1UEbv2btFDyyWwbY+FCjG+/xZw+HWPfvtNOcStUwL3mmvTFpnv0AP9cLmItImcNBUQiIiIiIqVMSVyUOj87gLmuy5CfhrA1fisNKjVgXNcn8VkyBGPbRAycE+cF1MRp/jhOg9vBUrABQHIyRmRk+rb0P/6IsWfPaae45crhXnVV+kihnj0h8Awv4C0ipYqWohcRERERKWVC/YKosz6ZUL+gYqvB6j+AbqtWY/UfkO8+3ln8Dj+s/4GGfr4sah1OSORFmNu+9IZDrl8V7PDX8Fy5FqfxsJIRDgUHM69cIAQHn/l7p6VhfPUVVv/++NSsic9112GNHZshHHIDAnB698YzcSKenTuxJ07E7d1b4ZBIPo0bN45OnTpRr1496tWrx+WXX87s2bO9x/fu3cvQoUNp2rQptWvX5tJLL+X777/P0MfBgwe58847qVevHvXr1+f+++8nMZOF4oubRhCJiIiIiJQy+RmtU+gy2d49L+skRW2N4t3oJ3inKtxbycHaM8N7zPWtjNP0IZwm94JP8YVgmbGnTD5tR7kitWULbP8PnwP7MeLj8VkQfdopbkAAbvfu6SOFrrkGKlQ4M7WJnAVq1apFREQEjRo1wnVdJk2axODBg5k/fz7Nmzdn2LBhxMfH8/XXXxMaGsp3333HbbfdRmRkJG3atAHgzjvvZO/evUybNo20tDTuu+8+RowYwdixY4v56TJSQCQiIiIiUgrlddHqUxV4wengYObZNt1O2go9N/0t272Mzxc8QYuDUayrB+VMgPSQyfWpiBP2AE7YcPAthhE6JYBlO4Rv2sflf22h56JN+G59L9Pz3CpVcK+8Eueaa3AvuwzKlz/DlYqcHXr16pXh86effprPPvuMpUuX0rx5cxYvXszrr79Ou3btAHj44YcZM2YMK1asoE2bNqxbt465c+cyb9482rZtC8Crr75Kv379eP7556lZs+YZf6aslJmAyLbtDL+LSM703ojkj94dkfwpre9OVFRUgcOYvDq+LHN2X6vOnTtnOO66LrZtk+xJJvq/aCr4VeDC2hdiZLGYc2RkJJ07d851TW0XjKZCjYNMn/8Myy+OwP56InNHj+biiAjIxff0rx0LiV70CBemLOfjckDlE8dcqxx2o3vxhI0Av2OLXBfTn5PjX8fcnmO5AC64J75f2fVhVgwm0rbpalnYSUkYa9bQbsUKjPvvx/z7bzbF/E1gaubXOo0a4Vx9NfbVV+N27AgnhXPF9fUSKamy+m+O66b/G/bw4cMZ/v3o7++Pfw6Lt9u2zYwZMzh69Cjt27cHoEOHDkyfPp2ePXsSHBzM9OnTSUlJ4eKLLwZgyZIlBAcHe8MhSA/4TdNk2bJlXH311QV/2EJSZgKizZs3A7Bx48ZirkSk9NF7I5I/endE8qc0vTs37JxApfUJbE37nkpWINNq35yvfmJiYggPD8/VuUGuL5XWJXAorALr1q3L1TVpThprnbX0/bovUbujSPSkr23RqEIjBjQcwFV1r6KcT7kM16Smpua6f4B9SfHENvTBTor3XpebPtbuiyL+v9e50mcHl/oCJ5XhGP7EhvRlX5Xb8fiEwJb9wP5c11QUcvNMJ5/T3LbBdcBxs/+6uC5+O3dSvm049SIjSdm3j4AqVTDT0uhz0mmnrhR0pHVrDnfpQnyXLqQ0bHhi97ZS9B6JFKdT/5tjGAb169enVatWGdYBeuyxx3j88ccz7WPVqlX07NmT5ORkypcvz5dffkmzZs0A+Pzzz7n99ttp2LAhPj4+BAYG8uWXX9KwYUMgfY2iqlWrZujPx8eHypUrs3fv3sJ81AIrMwFRw4YN2bRpE40bN8Y6OUkXkSzZts3GjRv13ojkkd4dkfwpje9O4q40jjYrhx+Q6KbRtGnTXF136qijyZMn069fv1xdu6rpi4z+fTQRd0dke16anUbktkimrp3K9+u/51C5Q7A9/VitoFocSjnEpoRNvBjzIu+teY//tf4fQ9sOJSw0DAA/P79cPw+Azy4fTMPEcB3vdVn14ToO/64eQ8Ka17jB3I/vKamHU74RdsM7sevfRAW/EErSijm5+bqcfI6PZYFlgn3K1yUsDGPtWswFC7y/jF27crz/5lrB/Nu4GgvC6/LrBeewpM8HVLRt9pWyd0ekuGX13xzXdUlNTWXlypWnjSDKSpMmTYiOjubw4cPMnDmTe+65hx9//JFmzZrx4osvEh8fz4wZMwgJCeHnn3/mtttu4+eff6Zly5ZF+oyFrcwERMe/4ZZl6V+aInmk90Ykf/TuiORPaXp3Qv2CCFoVx7YmfoT6BXnrzmn9nujoaLp37w6k7/bV3bbxGzQYe8rkXN23a9eumX6NPI6H6G3RfLvmW2asm0FsUqz3WJAbxK3tb6Vvi75cUPsCDqccZsI/E/jo74/YGLeRMcvGMGbZGHo06MHd7e7GNdw8fx+O/yh1/DrDMDL+4JV6mA3LnyFw63g6mEfhpO5dTNxaV+I0uhu3+mVgmJTEPwWnPlNmMnx/jGP/MMCKjcWcPp0Rv/+Of716GAcOZNmHaxjQpAnEx+NWDIYKFaF8OTo+EY5lpG82bbtOhlpK07sjUlKc+t4cn2JWsWLFLKfgnsrPz887Iujcc89l+fLlfPTRRwwfPpxPP/2UP/74g+bNmwPQunVrFi1axNixY3nrrbeoXr06+/dnHBnp8Xg4ePAg1atXL4xHLDRlJiASERERESlsWe0WFhUVlfsFnjPZ7SsnJ/ftui4Lti/gm9XfMH3tdPYd3ec9Vq1cNW5odgN9W/Rl9rjZPHf5c95jlQIq8UCHB7iv/X3M2TKH5397nsUHFzN7y2xmb5lNsF8wwYuCuS38NkLLhea6tuM1HU07SouOLVixdwVJh9ZS9b/x1DsYRUvDAfPEubZfCDQcgtPwTihfP0/3KakyfO/LlWP1zp203LUTn/r1MWybzH7kc8uXx+3YEffii9N/tW0LFSpgXdELzGM/vDo2oX5BxKYmUn9DKoktQ87I84hI3jiOQ2pqKkePHgXANM0Mxy3L8gZR7du3Jz4+nhUrVnDuuecC6X+J4DiOd2HrkkIBkYiIiIhICeW4Dvf8cg+frfjM2xYaGMr1Ta/nxuY30rl+Z3zM9P+ln8OcTPswDZNeT3yGv12DcwIv58PbWvL5is85mHyQUZGjGB09mv4t+zOo5SBcXGKTYjmYdJC45Djv73FJcRzcvQzXTsHxJFNh2cek2qnU8YFR2+GOYPAzODHECEiu1A6fpg/g1r4BrOwXfi1JcrUgeWoqxqxZmJMnY8ydQ6ukpNNOcYODcTt1wr3kEtzOnXHPPRd8fXPsOqZzehgZ8fvpwaSInHmjR4/msssuo27duiQkJPDdd9+xYMECpk6dSlhYGA0bNuTBBx/k+eefJyQkhJ9++onIyEgmT04fMdq0aVO6d+/O8OHDefPNN0lLS+PRRx/lhhtuKFE7mIECIhERERGRDPKz/fvJ14RHRxBUI44Z0RHeH/bzw3Zshv48lAn/TMA0TP7X+n/0a9GPrvW74mvlHDRkcHwUU6LNK91e4ZlLnmHQS4PYVWcXK/auYMI/E5jwz4RcdxdqwRNV4a5g8D8pFErFh9S6/fBvNgKr0rne3dhKkyy/946D8ccfGJMmYU6dihEXd9opbr16OP364fTtC23aZNxlTERKpQMHDjBs2DD27t1LxYoVadmyJVOnTvX+u+Kbb75h9OjRDBw4kCNHjtCgQQPGjBnD5Zdf7u3j008/5ZFHHqF3794YhsG1117LK6+8UlyPlCUFRCIiIiIiJ8nT9LFMrolNTeRQWAB2amIOV2XNdmzu+PEOvl75NZZh8cV1X9CvRe4Wuc6Ncr7lCHfCmX77dP7a+Rdjlo3hj+1/UMG/AiEBIVQOrExIYEj6r4D031/cMptzdiVwR+1d3OJsxHRSvf25PkE4Te7DCBuBv18Zmxb1zz+YkydjfvMNxn//nXbYDQlhcf36tHvjDdyLLoJTppqISOn23nvvZXu8UaNGTJiQfcBeuXJlxo4dW5hlFQkFRCIiIiIixxTW6J+8OnkEksfxcNv3tzFl9RR8TB++vO5L+jTvk0MP+WMYBhfWuZAL61yY/YnJ+7jL3ICd9h5+Ho+32bXK4TS5FyfsQfCvUiQ1FoutWzGnTEmfQrZq1WmH3cBA3GuvxRkwALdHD2a++CLnXXxxMRQqIlJ4FBCJiIiIiByTn9E/Vv8BdLNtrP4Dcr1L2amOj0BKs9O4eebNTF07FR/Th6+v/5reTXvnq89CkXIAc92bmBvHYNhHsY4NjnGtQJxGw3CaPgQB1YqvvsJ04ED61LFJkzD/+OO0w65l4fbokR4KXXstBAUVQ5EiIkVHAZGIiIiISC6FR0ek7zBVIzXLUUahfkEErYrL9Q5Ux0ctTY96iqYH1jFz/Ux8TV8m3zCZa8KuKexHyJrrQlo8JO/BSN6LsXcO5sYPMDwnwrI0xwez6b04zUZCQI0zV1tROXIE4/vvMadMwZg1C+Ok0VHHOR074g4YgHPjjVC1ajEUKSJyZiggEhEREZEik58Fn0uy2NRELMNkx0mjjOwpk5kXEcGlo9PDopjOo4mYe9IOVMHBzLNtumWzYLHj2uxYO521cRvwt/z5ps839GrcK0+1Zbn7lucoBCVBeQ8EJGFu+hiS99C71i9YC1dC8l6M5L3pwZCTkmkXrumH0/BOXv/R4OH+/5enukqctDSMOXMwJ03C+P57jGPbVJ/Mbd4cZ+BAnP79oUGDYihSROTMU0AkIiIiIkUmPws+lzX2lMk4kZHYWXwd/rroCdrOb0uitQl/y5+pfadyecPLMz03O96v8+G1WKuexTj0b3r44zkM/U868e/7AegQAuxakW2fruGL0/AOnGaPQrk6JMyIyHNdJYLjYPz5Z/r0se++w4iNPe0Ut04dnP79cQYMSN+BzDAy6ShzWYZzIiKliAIiEREREZFcCvULIvbYyKFQv6zXoDk1MMgqJFu4fSEjZ49kk7WJAJ8ApvedTvcG3fNXnGtjrn8bc+WzWY4EyvQyjPQFpgOq4wbUOPZ7dQisjVP7OihXL3/1lARr12J+9VX6FLJt20477FaujNOnD+7AgbidOuV7B7KzPQQVkbJBAZGIiIiISC7ldmeznAKDib9M5Puj3zN93XQA/Fw/ZvabSddz8hk0HF6NteROzLgl3ibXKg+BtXADamAsXgfJAbhHfHGGPc69G2dzZIvNf01qMffSV8EsQz8WuC5GdDTmm29i/vLL6YcDA3Gvvjp9semePcHPrxiKFBEpecrQfwlERERERApfYU4fOph0kJcXvsy7f7+LYziYhsnt4bcT+Fdg/sIhx4O5/k3MVc9hOKlA+oggJ2wETssI8CkHgPVqLzAtcGzcBrcwY9M/WI1MbNvJMhwqdetHeTwY06enB0PLlmU45FoWbvfu6aHQdddBhQrFVKSISMmlgEhEREREzmo5BSGFEZKk2ql8vOxjXlz4InFJcWDA5Q0v55Vur9CqWisi/srH2j7xK9NHDR08EYa4FcKwz/8Ut0rHAtdcataPOnIE84svMN95B2PLlgyH3Hr1cO67D2fgQKhevZgKFBEpHRQQiYiIiMhZrSiDENd1+X799zwR+QQb4zYC0DKpIoN3tuCxmCDsAa2API5SctIw172OufrFk0YNmThNj40asgLzVWupGzG0fz/mmDGYH3102qLTbng49kMP4d54I/j6FlOBuXR8l7vERAgOLu5qROQspoBIRERERKSAMgt4/t79N4/MeYTft/8OQLVy1Xj20me544lv8TF9wYn3npvrYObQP/gsuRPj0HJvk1uhGXb7sbihHXJdb6hfEEGr4khsGeJty01QViJ269qwAfOddzAnTMBITs5wyOnRA+ehh3C7dcvTLmTFyZ4ymXkREVw6OnfrW4mIFJX8LdMvIiIiIlIGhfoFUWd9crY7lGXm5GBl++Ht3Pb9bVz4+YX8vv13AnwCeOyix1gzbA1D2g7BJz//C+6kYa5+AZ85Hb3hkIuJ3ewRPD0W5ykcgvTFti/bE5Llotvh0RHMqRFHnTkjCY8+Mf2tOEcYGX/9hdWvHz6tWmF98ok3HHJ9fHAGDSJtyRLsn37C7d691IRDIiIliUYQiYiIiIgcE9N5NJF2JF075z0ISUhJ4PU/X+etv94i2ZMeXgxqNYjnLn2OesEnbRV/fEqRZeWu40Mrjo0aivE2uRVbpI8aCjk/z3Uel91ooNjURA6FBWAd+7jYOA7GTz+lLzy9cGGGQ25QEM6QITj33w916xZTgSIiZYdGEImIiIhImRYZGZmn8/M6SsZ2bMYtH0eLj1rw8sKXSfYkc3Hdi1l02yLGXzs+YzjEsSlFLVtgT5mcfcdOKuaq0fjMucgbDrmGhd38cTyX/VWgcAgyPqfVfwDdVq3G6j+gQH0WmuRkjM8+wyc8HJ8+fTKEQ27Nmtgvvohn82ac115TOCQiUkg0gkhEREREyiyr/wBM28b66OOcA5l8mL15No/OfZRV+1cB0LhyY17q9hLXhV2HUZBpTgeX47NkCEb8v94mt2JLPB3GQeXzClr26eLj6WZa4NiF33deHDyI+cknmO+/j7F3b4ZDbrNm2CNH4g4YAP7+xVSgiEjZpYBIRERERMquIgo+Vu1fxeNzH+e3zb8BUDmgMk9e/CR3t7sbP8sv/x3bKZhrXsJc+xqGm16za/jgNHsUp8UoMAvQd0m2Zw/mW29hfvIJxpEjGQ45l1ySvvB0r15gagKEiEhRUUAkIiIiImVKUW7XHp8cz6jIUYxbMQ7HdfA1fbnn/Ht4otMThASG5NxBNoy4ZVhLhmAcXuVtc4Pb4Gn/KVRuW9DSS6YdOzDfeANz3LgMO5K5ponbuzfOyJG47dsXY4EiImcPBUQiIiIiUqbkZrv2/DiUfIgrJ13J0t1LAejdtDcvdX2JxiGNC9axnYK5+nnMdW9kHDXU/Amc5o8VzqihvC6MXdS2bcP8v//DHD8eIzXV2+wGBODceivO8OHQqFExFigicvZRQCQiIiIipUZRjg7KzsGkg1w5+UqW7V5GSGAIU26YwqX1L813fwYuxoFFGNu/xdwxFSN5t/eYWykcT/uxUCm8MEoHji2MHRHBpaMz39b+jNm0CevVVzG++grD4/E2u+XK4dx9N86IEVCjRvHVJyJyFlNAJCIiIiKlgnfB6Vdfg+DgTBedDo+OIKhGHDOiI4jpXDhhyMGkg/Sa1Iu/9/xNaGAovw76lfDq+QxvUmIx17/NU20+wyfylQyHXMMXp8WTOM0eAdO3ECrPv1C/IIJWxbGtiR+hfkEF73DdOqxXXsGYPBnDPrEelFuhAs6wYekjhqpWLfh9REQk3xQQiYiIiEjpcHzBadOC+PhMT4lNTeRQWAB2amKuuswpUDo5HKoSWIVfB/9Km2pt8l572mHM9e9grn8bw5NA4EmHXNMPt0ZP7FbPQnDrvPddBGI6jyZibgSjhxUwZFu5EuvllzG++w7Ddb3NbnAwzn334dx/P4QUbO0mEREpHAqIRERERKRUK8i0s+wCpbikOHpN6sXyPcupEliF3wb/RutqeQxw7CTMjR+l70qWGuttdg1f3Bo9cOr0wa19LfgG56v+Emv5cqyXX8acMSNDsxsSgjN8OM4990BwGXtmEZFSTgGRiIiIiJRqRbEodVxSHFd8fQUr9q6garmq/DboN1pVa5X7Dpw0zC2fY65+CSN5l7fZNXxwGtyG0/wJKFenUGsuCYwlSzBffBHz558ztLtVq+I8+CDO0KFQoUIxVSciItlRQCQiIiIiJVZxLEodezSWKyZdQczeGKqVq8Zvg3+jZdWWubvYtTH+m4y16nmMI5tPNGPg1huA3fJpCCrgrmclkPHHH5gvvYQ5a1aGdrdmTZyRI3GGDIFy5YqputKpS5cuxV2CiJxlzOIuQEREREQkK1FRUdket/oPoNuq1Vj9B+S6z8jIyCyPHTh6gJ5f9/SGQ7MGz8pdOOS6GDtn4jOrHT6Lb8sQDjm1rsVz+TLsC74oW+GQ62LMn4/Vsyc+XbpkCIfcOnWw33kHz7p1OA88oHAoH4pjtz4RObspIBIRERGREik8OoI5NeIIj44o1H6zCp2Oh0P/7PuH6uWrM2vwLFpUbZF9Z66LsXcO1txO+PzRF+Pwau8hp1p3PN0WYHf6DoLzMD2tiBTaiBTXxZgzB6tbN3x69MA8KXBzzzkHz5gxeNaswRk2DAICCueeIiJS5BQQiYiIiEipZU+ZzLyWLbxb3of6BVFnfXKet2Z30pK4fOLl/Lvv31yHQ8aBRVjzL8cn+krMg0tP9BVyAZ5Lf8O+9Bfc0A55f6giUuARKa6L8fPPWJdcgs+VV2IuXHjiUOPGeMaOxbNqFe6QIeDvX8Bqzy6aTiYiJYECIhEREREpkWI6j+ayPSEntp8PDmZeuUBw7Aw7YJ38w/Vp1+SCnXaUg2uns3L/SmqUr8HswbNpXqV51hccisFa0BufyEsx98/3NrvBrfF0mo7dLRq3WhmaHuQ4GDNn4nPhhfj07o25eLH3kNusGZ7x4/H88w/uzTeDr28xFlp6aTqZiJQECohEREREpNBkt75PQXlHC/36i3fEEJz+w3V2ozFOnbbmpB0lbs007KRYagbVZPb/ZtOsSrPML05Yj/XnYHxnt8fcfWKXLjeoMZ4LvsTTYwluravAMPL/kCWI4TgY336Lz/nn49O3L8by5d5jbqtWeCZOxLN8Oe6gQeCjvW9EREo7/ZtcRERERPLt5F3GrP4DMG0b66OPMwQ4BXFq2JObqTjZjcaITU3kUFgAaUlxvL7odeJWTsJJO4rpW57Zg2cTFhp2+kVH/8Na/SLG1gkYru1tdgPrYLd4Cvecm8AsIyNnPB6MOXMw/vqL4WPH4hMbm+Gw27Yt9qhRuNdcA6b+rllEpCxRQCQiIiIieRYeHUFsaiL1N6SSaEWlT+mKj6ebaaVPASskp4Y9OU3FsR0bwzAwjczDCzv1CEf3r+LInhWMslMAsPyDCQ675vRwKPUg5pqXMTeOwXBSvc2uf1WcZo/hNLoLrFK8CLPjwLp1GH/9hbF2DcQfhiOJ+ESnT5urdvKpHTrgjBqF26tXmRkhJSIiGSkgEhEREZFSb+2Btby7+F0mrpyIaZiEhYbRLLQZzettIcHHIabcYf59tz6xibu914SFhLE7uB7lqzTDOTn0cFIxN32MueoFjLSD3mbXNxin6UM4Te4Hn7wtgl1iHNua3vz0U4zZszEOHcr2dKdTJ5wnn8Tt3l3BkIhIGaeASERERETy7Pgi0BG/RzB6WO4XhC5Mrusyf9t83l78Nj9v/DnDseV7lrN8z3I456TGxPTffMtXI7DGecT0nU79eY9iGCa4Tnp4sut7rH+ewEjceOI+ZgBOk/twmj0MfiFF/2BF4eBBzC+/xPzkE4z16zM9xTEMjOBgnAEDcC+4ALdjR2jY8AwXKiIixUUBkYiIiIiUOiv2ruDxuY8zb+s8AAwMrg67muHth1M9qDrrYtex9sBaNkz+gEDXok1ieVo9/yk3rJqIr08AtutgmRahfkEErYqjXlgKVtRlmAd+z3Afp/5g7FbPQbm6xfCUBeS6GEuWpIdC33yDkZyc8XBICO5FF+FeeCHuhRfy/C+/8NTLLxdTsSIiUtwUEImIiIiUUScvIF1U/eVm0ei89pmdnQk7iZgfwZf/fImLi5/lx+3ht3N/h/tpEtLEe17T0KZcG3Yt1nORcGxdJLvOhZhrvz3RmWsTc25//l37P86LW5nhPk6VS3DCX8MNaVeg5ysWiYkYkydjffIJxooVpx12Lr0U5847cXv3Bj8/b3va3LlnrkYRESlxFBCJiIiIlBFFvaNYVFRU9otGBwczz7bpZlkF6jMziamJvL7odd766y2SPEkA9G/Rn+e7PM85lc7J+UZ+aRj75jMkOYaWTizNPfvxmT4Ww07ivMonTnODGmO3eRm31rWlb82dlSsxP/kEc+JEjISEDIfc4GCcm2/GGTIEmjcvpgJFRKQkU0AkIiIiUkZkCFuKYEexnNhTJjMvIoJLR+dvTaLjO6OF+gV51ziyHZvxMeN5NvpZ9h7ZC8BFdS7ite6v0aF2h9M7cdIgYR1G/L8Yh/7FuHwFhCRilE/BnN+DF7O4t+tbGaflUziNhoLpl8VZJZMRHY357LOYCxacdsw5/3ycoUNx+/aFcuXOfHEiIlJqKCASERERKQPCoyMIqhHHjOgIb7hSFP2PmzMyQ4BTmGJTE7EMk9jU9NWkZ22exWNzH2PV/lUANK7cmBe7vkjvpr0xTh7d47oYsYswN4/D2DEVwz564lgWSwc5gBHUGDe4FW5Ie5yGd5S+Bag3b8Z6/HHMGTMyNLvlyuEOGIB9111w3nnFU5uIiJQ6CohERERESrjMRtacKjY1kUNhAdjHwpWSKiYmhqZNmwLp0+C62TZW/wEZpsF5jh7gqklXMXvLbABCAkN4stOTDG03FD/rpNE9KQcwt32FufkzjIS1Wd4zyQ7Av3p73EqteXTXGtb6VGO1WYn1Pd4rmocsaocPY776KuY772Ckpnqb3WbNcO6+G2fwYAgOznO3BV1PSkRESjcFRCIiIiIl3Kkja6DwF6A+tc9TQ6mYzqOJmFuwLe19Bw6muicN3+kzcb6ZfNo0uAqOh/h/IolLXcfsYwtQ33v+vTx+0eNUDjy2UJDrYOyLTB8ttHMmhpuW4R6ubzBujctxg9vgVmqNG9ya51/9lNEDngPgl4QTz1Xq2DbGhAlYzzyDsXevt9mtXh37uedwb74Z8rD+06kK+8+TiIiULgqIREREREqh3C7unN8+Mwul8urUaW9GfDxdXQfDML3nrAs8wrSQPUz97AI27Vnubb+x+Y280OUFGlZumN6QtAtz6xeYW8ZjHNly2r2cKhfjNLwdt04fsAJPOXpiOlpRTI07E4zff8caOTLDrmSunx/OAw/gPP44VKxYfMWJiEiZoIBIREREpJT5cGsk//oepE10BMPqdWHYOcU78iPNTuPPnX8S/V80c6w5HPjlAEmeJDbv/BNcG+efNC7dGkXyeSs5atokWw5Jb9chqVMcCZYnvZM9YBom4RXDeee6d7iwzoXgeDB2/Zg+Wmj3Lxg4Ge7r+lfFqX8TTsPboELTYnjyM2DLFqwnnsCcNi1Ds3P99dgvvwwNGxZTYSIiUtYoIBIREREpZYad05U9aVFMO8OjYU5eo2bzwc3M3jybWVtmEbU1ioTUY9uq+8CS5UtOu3bR4R1Q4aSGo8lggY/hQ/cG3bm+2fVc0+QaqpavCke2YK58BnPLBIzkXRn6cTFwq1+WPlqo1jWlbsexXEtIwHzlldPXGQoPx379ddxLLy3G4kREpCxSQCQiIiIiWS4YfVxiaiJH6xxlxG8jmLVlFhvjNmY4HhoYSvcG3eEQNG3UlECfQF7a9CuW5YtrWHx67h34m/5M/GIi9919H+X9yxPoE0iN8jWo4F8BUvZj7P4Vc+nXmPvmnnZ/N7A2zjm34DS4FcqfUzRfhJLAtjG+/BLr6aczrjNUrRr2888XeJ0hERGRrCggEhERESmBimIR6mydsmC067qkHd1P0qGtXD7xchZuX0iac2JBaMuw6FinIz0a9uDyhpfTtkZbzJPWFgJ4+8huLMPEdh2ub3Y9tm0TbUfToVYHLNOAQyswN03B2P0rRtwSDNwM17uGhVvzSpyGd+BWvxzMsv2/rlpnSEREilPZ/q+siIiISClVFItQ5xQ67fNNYXbwAX77/jZi103HSTuaXsux4w0qNaBHgx70aNiDrud0paJ/HgOLtMO0rrQen2VDsfbOwkjek+lpbvmGOA1uwznnZgismbd7lEZZrTPUu3f6OkONGhVTYSIieeNJScHH37+4y5B8UkAkIiIiUgwKOkLo5PWAAEL9gnLcvv3U0CnVTuXPHX8ya8ss5rRdzN8Vjq0jtHIVAIbpi2/F2rzWYQQ9GvagceXGGIaRWdfZquCmYK58Bp/173Jro6Ow7fRz3IotcWr2wq11FW5oRzhlNFKZlJCA+eqr6esMpaR4m902bdLXGTrleywiUhJ5UlJY+913LP3wQ6o0b87Vn35a3CVJPikgEhERESkGeRkhFOoXRNCqOBJbhnjbTr02t9u3bzq4KX1x6c2ziNoWReLxbeyPLSB9bmIQl/W4m28SdlF1RzmOtqrKPeffk6u+T+Xverg9eSX3Jy/BOpSc4ZhrBeJW65o+hazmFVCuXr7uUSo5zol1hvacGEXlVquG/dxzuLfconWGRKTES9i5k78/+YTl48ZxdN8+APbGxNDtlVcoFxpazNVJfiggEhERESkBshtRFNN5NJF2JF07533EUYLlYe76H5i9eTaT/Sbz8ocvZzhetVxVLmtwGT2nxtAjvio1UnywX3qJl4CIiAhG35OPndJcG2PbRBYe/oq6TsKJZsOXuErXUKH5LRg1uoIVkPe+S7v//sMaOBBzyYmd3lw/P5z778d54gmtMyQiJZrrumxfuJClH3zAuhkzcG07w3E7JYWYzz6j4yOPFFOFUhAKiERERESKWXh0BEFr40i0oojpPJoPt0byr+9BPtwaybBz0kOh3I42clyHmL0xzGmyhylBe1hTPo607+anHzQAw+SSOp3o0bAHIXEhDLl6CKZhYn3YC0wLsLPrPnuui7H7Z6x/n8I4vIq6x2sCqDeQtOZPs2NHKk1rNMU6C0fIGAsXYvXrh7F/v7fNue467Fde0TpDIlKipR09yspJk1g2Zgz7/v0323M3/PSTAqJSSgGRiIiISDGLTU3kUFgA9rHpXsPO6cqetChvOJQT27GZunYqP2/8mTmb57Dv6D44aW3nhpUastuvPAHB9bEq1mZuz/eA9BFC5jWFsNaP62LsnYO55iXMAwszHFqYWpfXa/Tgmws+OvY3zesKfr88OnW9puJgfPYZ1v33Y6Sl7wTnNmqE/eGHWmdIREq0g5s38/fHHxPz+eckHzqU7bn1Lr2U8++5h7BrrjkzxUmhU0AkIiIiUoq5rsvQn4cy4Z8J3rbyvuXpck4X0lan8fb9b9M4pDF15oz0bjkPx0Yt1YhjRnRErtcvOo2TivHfFKz1b2HEr8x4KKQ9TuuX+OmDeXwzOJ/9F5LC3g0uTzwezEcewfrgA2+T060b9tdfQ0hINheKiBQP13HYMncuSz/4gI2//AKum+W5vuXK0WrwYNoNG0a1Vq3OYJVSFBQQiYiIiJxhhRLOHPPM/GeY8M8ELMNieIfh9Grci451OuJn+REZGUnjkMaZXnfqqKXMZDnyJvUQ5uaxmBvex0jeleGQWyEMu9XzuLV7g2EA8/L3YGVBXBzWoEGY8058Dez77sN57TXw0f+Gi0jJknL4MP9MmMCyDz8kbsOGbM+t3KgR7YYNo83NNxNQqdKZKVCKnP7LJCIiIlJKfbj0Q17941UAxvQaw23n3pbheEFHzpx2/ZFtmBvex9wyDsOTMVhyQjrgNH0It/Z1YJx96wudZvVqfPr0wdi0CQDX1xf7vfdwb7+9mAsTEcnowJo1LP3wQ1Z+9RWpiVn/pQFAoyuuoN2wYTTq2RPDLIQpylKiKCASEREROcNiOo8mYm4Eo4dlPXoop3Vzpq2dxohZIwCI6BxxWjh0qlC/IIJWxZHYMh/Tmg7+jbXuLYwd32G4JxaxdjFwa12THgyFdjw2YkiMn37CuvlmjIT0HdzcqlWxv/kGt1OnYq5MRCSdY9ts/Oknlo4Zw9Z52Y/09K9YkTa33kq7oUMJadLkDFUoxUEBkYiIiEgxyCkAym70z+///c4tM2/BxeWutncxqtOoHO+Xm1AqA9fB2PMr5rq3MPfPz3jIDMA552acsAegQlju+jsbuC7m669jPvUUxrE1O9zwcDxTp0K9esVcnIgIJB86xIpx41j20UfEb9uW7blVWrTg/HvuodWgQfgFBZ2hCqU4KSASERERKQYnB0B5Gd2zct9Kbvj2BlLsFK4Nu5Z3er6DkY+RO6fdMziYebZNN18wtnyePmIoYW2Ga1z/qjiNh+E0Ggr+VfN8zzItKQlr6FDMyZO9TU6fPthjx0L58sVYmIgIHNqyhSXvv0/M559nO43MME3Crr2WdvfcQ/1LL83Xf1+k9NKkQRERESlWkZGRxV1CsYvpPJrL9oTkuGD19sPbuWbKNcSnxHNRnYv48rovsczcr/dz8qilU+9pT/iA+rdVwhj4Jz5Lh2YIh9ygJnjajcFz1UacFk8pHDrVjh1YXbtmCIfsZ59N36lM4ZCIFKOdf/3FtIED+bB5c5a8916W4VBglSpc9Oij3LN+PX2++YZzunRROHQW0ggiERERKVZRUVHFuw15EYmMjMzTc+U05SwuKY6rJ1/NzoSdNK/SnGl9pxHoG5inmjKtJ3ET5ob3MLeMp4l9NMMhp8rFOE0fxK15FRj6e8XMGIsXY914I8aePQC45ctjf/45bu/exVuYiJy1HNtm/fffs/jtt9mxaFG259Y47zzOv+ceWvTrh09AwBmqUEoqBUQiIiJSbKz+A+hm21j9B2BPmZzzBSVETuGP1X8Apm1jffRxrp8ru/6S0pLo820f1hxYQ+0KtflxwI+EBOZjsemTGLGLGVh3Oj6/vIqB4213MXHrXI8T9iBuaIcC3aOsMyZNwrrrLoyUFADcc85JX2+odetirkxEzkapiYnEfPEFS957j0ObN2d5nmGaNL3+ejoMH07tCy7QSCHx0l8FiYiISPGJj6fb0SSIjy/uSvIkKirqjN0rKS2J/tP6s3DHQoL9g/mh/w/UrVg3f525NsbOmVjzuuAz72JaB6/1hkOuVQ678X14rlyD3XFSoYVDOY2MKpUcBzMiAp9bbvGGQ84ll+BZuFDhkIiccQk7dxL55JO837Ahsx98MMtwyC8oiPYPPMCwNWu4YdIk6lx4ocKhXBg3bhydOnWiXr161KtXj8svv5zZs2dnOGfx4sVce+211K5dm3r16nHllVeSlJTkPX7w4EHuvPNO6tWrR/369bn//vtJzGYtqOKiEUQiIiIieRAeHUFQjThmREdkuWaQPWUy8yIiuHR0LncMy0JCSgI3fHsD8/+bT6BPINP6TqNVtVZ578hOwtz6Jeb6tzESN2Y45AbUwGl8L06jO8GvYKOSMlPmpg8eOYJ1++2Y06d7m5zbb8d+913w8yvGwkTkbLN3xQr+eucdVk+ZguPxZHlehTp1aH/vvZx7xx0EVKp05gosI2rVqkVERASNGjXCdV0mTZrE4MGDmT9/Ps2bN2fx4sXceOONPPjgg7z66qv4+PiwcuVKTPPEeJw777yTvXv3Mm3aNNLS0rjvvvsYMWIEY8eOLcYnO12ZCYhs287wu4jkTO+NSP7o3Sk8lgvgglt6vp6xqYkcDAvASU3Etm18Bw7GODYCyg0OJm3SxPSPXTfDM0VFReVpNE1cUhzXfXsdS3cvpaJfRab1ncZFtS/K29cpeR8+mz/B2vwxRuqBDIecCs2xm4zArtsfLP/0xiL+HpT6d2fHDvz69cNcvhwA1zTxvPwy9v33g2EU+ddPzl6l/t2RQuM6DptnzWLJO++wLYfRrNXbtqXDAw/QtE8fLF9f4Oz6M5TVe+O6LgCHDx/OMILK398ff3//0/rp1atXhs+ffvppPvvsM5YuXUrz5s158sknGTp0KA8++KD3nCZNmng/XrduHXPnzmXevHm0bdsWgFdffZV+/frx/PPPU7NmzQI+aeEpMwHR5mPD6DZu3JjDmSJyKr03Ivmjd6fgmts2uA44LuvWrSu0fmNiYggPDy+0/k7m8XiwDBPbdVi3bh1hqalYtk1kxQp0Tk1l/bHnSE1N9T5T2KinMEwD970PWP/SCzneIzY5lrv/uJsNhzdQya8SYy4aQ5UjVXL9NfJN20u1/Z8ScugHTDclw7GE8h3YH3ozCUGdIMWAjVvz9gUoBKXx3QlcuZIGDz6IuX8/AHb58mx75RUSLrkE1q8v5urkbFEa3x0pHHZKCtt//JFNEyeSkM36QgA1Lr2URv/7H1XOPx/DMNiYw/ll3anvjWEY1K9fn1atWmWY5vXYY4/x+OOPZ9uXbdvMmDGDo0eP0r59e/bv38/SpUvp27cvl19+OVu3bqVJkyY89dRTdOzYEYAlS5YQHBzsDYcgffq1aZosW7aMq6++uhCftmDKTEDUsGFDNm3aROPGjbGs3G/3KnI2s22bjRs36r0RySO9O4XHx7LAMsF2aNq0aYH7a7tgNHFpR6h/KJWE/WtYfnFEIVSZkc8uH0zDxHCP1Tz1WxwgavRoLo2I4PhT9OjRw/tMfklJ9Mjlc/53+D+GTh7KxsMbqVG+Bj/1/4kWVVvkrjgnFWvje/hsehnDPuJtdg0Lp05fPE2G41vpXGrl47kLQ2l9d8xvv8X3rrswkpMBcI4tRl2rRS6/LyIFVFrfHSm4I/v2sfzTT1n+8cccPRZQZ8YnIIBW//sf599/P6FhYWewwpIrq/fGdV1SU1NZuXLlaSOIsrJq1Sp69uxJcnIy5cuX58svv6RZs2YsWbIEgFdeeYXnn3+e1q1bM3nyZHr37s0ff/xBo0aN2Lt3L1WrVs3Qn4+PD5UrV2bv3r2F/NQFU2YCouPfcMuy9C9NkTzSeyOSP3p3CoFx7B8GhfK1jEs7gmWY7AgLwE47UmTfn+P/O3ly/4ZhZPi8e/fuJy6oFMw826ZbDn9mNsRtoNfXvfjv8H/UD67PLwN/oXFI49zVtHcu1vIRGAknRhm5PhVwGg7BaXIvlKtXYnYnKTXvjutiPv881gsnRn05F1+MPWUK5in/sy9yJpSad0cK7MCaNSx+913+/eor7JSULM8rV60a5w8bxnlDh1KuSpUzWGHpcep7c3yKWcWKFXO9SHeTJk2Ijo7m8OHDzJw5k3vuuYcff/wRx0nf6OHWW29l8ODBALRp04b58+fz1VdfERFR+H9RVZTKTEAkIiIikpWctqUvarlZtPrfff9y5aQr2XtkL2EhYfw66FfqVKyTc+dHd2DFPIK5Y6q3ycXAaXQXTqvRRbLw9FkhKQnrjjswv/vO2+Tccgv2++9DNn/LLCKSX67rsi0qir/efptNv/yS7blVWrTgghEjaDlgAD4BAWeowrOXn58fDRs2BODcc89l+fLlfPTRR951h04dHdy0aVN27NgBQPXq1dl/yugvj8fDwYMHqV69+hmoPvdKyl8kiYiIiBSZU7elj4yMLJ5CsvDnjj/pMbEHe4/spU21Nsy7aV7O4ZCTirn2//D5tXWGcMgJuQDPZX/inPeewqH82rULq1s3bzjkGgb2K69gf/KJwiERKXR2aiorJ07ksw4d+Lpnz2zDoQaXXUb/H37gzuXLCb/1VoVDxcRxHFJTU6lXrx41a9Y8bZ2jjRs3UrduXQDat29PfHw8K1as8B6Pjo7GcRzatWt3JsvOkUYQiYiIyFknKiqq0EcU5WWHMkjfwv67Nd8x/p/xLNqxCIAOtTrwQ/8fqBxYOdtrjQMLsZYOxUg4sTiy61cFu83LuOfcBIb+DjC/jGXLsPr0wdi1CwA3KAh7wgTcErSIqIiUDUkHD7Ji7FiWjhlDws6dWZ5n+vrScsAALhg+nGpt2pzBCgVg9OjRXHbZZdStW5eEhAS+++47FixYwNSpUzEMg/vvv5+XX36ZVq1a0bp1ayZNmsSGDRv44osvgPTRRN27d2f48OG8+eabpKWl8eijj3LDDTeUqB3MQAGRiIiIlCGhfkHEpiZSf0MqiS3P7OiZ3AROruuyYPsCxseMZ+raqRxNOwqAZVj0ad6HD3t9SAX/Ctn2YWz7CmvJUAw3Lb1PTJxGQ3FaPQt+2QdLko34eMznnsMcMwbj2JbIbv36eKZNg9ati7k4ESlLDm7ezJL33iNm/HjSjhzJ8ryAypU57667OP+eewgqYUHC2eTAgQMMGzaMvXv3UrFiRVq2bMnUqVO9/90fNmwYycnJjBo1ikOHDtGyZUumTZtGgwYNvH18+umnPPLII/Tu3RvDMLj22mt55ZVX8lVPamoq27Zto0GDBvj4FG6ko4BIREREyoyYzulr/ET8HsHoYZmv92P1H0A328bqPwB7yuQzUteOwztYaC2kxUct2HRwk7c9LCSMW8NvZXDrwdQMyuF//l0Xc82LWKue8zY5oRdin/cuVDq3iCo/CzgOxsSJWKNGYZy0m4zTsSP2t99CtWrFWJyIlCU7Fi3ir7ffZv3MmbjHFjfOTOXGjenwwAO0vukm/MqXP4MVSmbee++9HM958MEHvesRZaZy5cqMHTu2QHUcPXqUxx57jEmTJgGwdOlSzjnnHB599FFq1qyZ7f1zSwGRiIiIlGnh0REE1YhjRnREeoAUH0830wLHLtL7pnhS+H7990z4ZwKzt8zG8XHgIAT5BdGvRT9ubXMrF9S+IHc7qDipWEuHYW770ttkNxqKc+5bYOp/5/JtxQqs4cMxFy3yNrmBgTiPPYYzcqTWGxKRAnM8HtbNnMnit99m519/ZXtu3YsvpsPw4TS5+mpM7VYnp3juuedYuXIlP/zwA3379vW2d+nShVdeeUUBkYiIiEhOYlMTORQWgJ2aWCj9hfoFEbQqLsspbAeOHuClBS/x9aqviUuK87bXc+rxzLXP0KdZH8r75eFvhFMPYf3RD3N/lLfJbvMqTtgIyOX2vHKKgwcxIyIwP/kE46S/xXd698b+v/+D+vWLsTgRKQtSExOJ+eILlrz7Loe2bMnyPMOyaHbDDVwwYgS12rc/gxVKafPTTz/x2Wef0b59+wx/udSsWTO2bt1aKPdQQCQiIiJlWk6BTl7FdB5NxNzMp7BFbo3ktu9vY1di+gLHtSvU5qbWN3Fzm5v58p0vubnNzXm72ZGt+Cy4DuPwGgBcMwD7gs9x6/Qp8HOcldLSMCZMwHr6aYwDB7zNbpMm2G+/jdujRzEWJyJlQeKePSz94AP+/uQTkg8ezPI8vwoVOPeOO2h/770EK5SWXIiNjaVq1aqntR/JZh2rvFJAJCIiImXOyTuKZRfoFJZUO5Vno5/ljUVv4OISFhLG6z1ep0eDHlhm/qYJGHHLsBb0xkhJXxfH9auCffF03NALCrHys0RyMuYXX2C+/jrGtm3eZrd8eZxRo3CGDwc/v2IsUERKu/2rV7P4nXdYOXEidmpqludVrFeP9vfdR/httxEQHHwGK5TS7txzz2XWrFncddddAN5RRF9++SUdOnQolHsoIBIREZEyp7C3sD/VyQHUxriN3DTzJpbtXgbAHefeweuXvZ63aWSnMHZ+j/XXzRh2+i5nblATPJd8D0GNClT3WefIEcxPP8V86y2M3bszHHL69sV+9VWoU6eYihOR0s51Xf6Ljuavt95i488/Z3tuzXbt6DBiBM379MEs5J2n5Ozw9NNP069fP9auXYvH4+Gjjz5i3bp1LF68mB9//LFQ7qE/mSIiIiJ51LVrV1zX5ct/v2TErBEkpiZSOaAyH175ITc0uyHTa04OlbJjbngfc8VIDFwAnCoXY1/0LfiHFlb5Zd+hQ5gffoj57rsYsbEZDjlXXIHzxBO4HTsWU3EiUto5Hg9rpk7lr7feYs/ff2d7bpOrruKChx6i7sUX525TApEsdOzYkejoaN5++21atGhBZGQkbdq04bfffqNly5aFcg8FRCIiIlKqRUZGFvmIoVPvEZ8cz72/3ss3q78B4JK6lzD+uvHUrVg3yz5yrNG1MWMexdpwYjtdp25/7PZjwdJuWrly4ADmu+9ijhmDcfhwhkNO797Yjz8O551XTMWJSGmXkpBAzPjxLHn3XeJPmq56Ksvfn9b/+x8dhg+nSrNmZ7BCKesaNGjAO++8U2T9KyASERGRUi0qKirH8CW3o3dyc49FOxZxy8xb2Bq/FcuweKbzMzza8dF8rzUEgOcI1l83Y+76wdtkN38cp+WzYJgFqv2ssGsX5ltvYX76KcbRo95m1zRx+/fHfvRRKKS/XRWRs0/Crl0s/eADln/6KcmHDmV5XmBICOcNHUq7e+4hqHr1M1egnBVmzZqFZVl07949Q/vcuXNxHIcehbDRggIiERERKbXCoyMIqhHHuDkjCfULIqZz5gtR5xQg5WYUku3YvLzwZV5c8CK2a3NO8DlMuG4CF9a5MN/1A5CWgBV9BWbcEgBcw8JuNwa3wW0F6/dssHUr5uuvY44fj3HSorCury/uTTdhP/wwNG5cjAWKSGm2f9Uq/nrrLVZOmoSTlpbleZUaNqTD8OG0uflm/Mrnf/05keyMHj2aiIiI09pd12X06NEKiEREROTsFpuayKGwAKxjH+dHeHQEQWvjSLSisgyY4omnx8QeLNi+AIABLQfwXs/3CA4o+A40VszDJ8IhnwrYHSfj1tB269latw7rtdcwvv4aw7a9zW5AAM6QITgPPgh1s57uJyKSFdd12RYVxV9vvcWmX3/N9txaHTpw4UMPEXbddZhWAUaRiuTC5s2baZbJlMWwsDC2bNlSKPdQQCQiIiIlWlGvMXQ8ZLKPBUxW/wEQH09KpSD++r8RzN82n8/8PiN5ezJBfkG8d8V7DG41uFDubez6AXPL5wC4PkF4ukZCpTaF0neZFBOD9eqrGFOnYriut9kNCsK5++707eo1rUNE8sFOS2Ptd9/x51tvsXfFiqxPNAzCrr6aCx56iDoXXaSFp+WMqVixIlu3bqVevXoZ2jdv3ky5cuUK5R4KiEREitGZWFxXpLTLzRpDhSXFk8IX5VYxtf4+FlWIJ/nLmekHDKgf2pRf+82gUeVC2mo+ZT/W0mHeT+1z31A4lAVj8WLMl1/G/OmnDO1u5co4992Hc++9EBJSTNWJSGmWkpBAzGefsfi99zj8339Znmf5+9Pm5pvp8MADhDZtegYrFEnXq1cvnnjiCb766isaNGgApIdDTz31FL169SqUeyggEhEpRmfyB18RyZrruiQfWEfrj1uztclWb3vVclW5uO7FJK1MYuqQqfhavoV1Q6ylwzBS9gHg1LwK95xbC6fvssJ1MaKjMV95BXPu3IyHqlXDGTECZ+hQqFChmAoUkdIsYedOlrz/PsvHjiUlPj7L8wJDQ2k3bBjt7r6b8tWqncEKRTIaPXo0ffv2pUOHDtSqVQuAXbt20bFjR55//vlCuYcCIhERESmxji9CPSM6wrs+UGGOvHNdl5RDWzmyYxGeowc4DNRM8ePhnQ3oGVuZJtPmYxjG/7N33+FRVF8Dx78zk55A6B0CodfQEZUuTUQUQUAQUUHFBsKLFYhg72BBQcCfFAUpAlJEBUIRpPfee00jPdmZ+/6xsCSQnk3lfJ5HSe7cmTmbZJPsyb3nELgn0HnJIUA7PRP9whJ7DG4lMJv+ALJNwU4ptJUr7SuGNm1KeqhCBayRI7GeeQY8PXMpQCFEfnZlzx42T5jA/jlzsGy2FOcVrVaNFsOHU3/AAFydtH1HiKzw9fVl5cqVrFmzhn379uHh4UHdunW57777nHYPSRAJIYQQIl9x1sq7zYXCeXN2R8LPrANAM9wY32oMw95fhTduYJmY2ZG0iTqFsfM1x7tm00ngIXVzCA9HW7oU4+uv0XbuTHJIVa2KOWoUasAAcHPLpQCFEPmVUopTq1ez+auvOPHXX6nOrdCyJS1ee43q3btL4WmR52iaRvv27Wnfvn22XF8SREIIkQsC1gUSHB+JX5n4JCsjhBBJ7W49jsBVgYwb6rznyKFSOqOL7+T3klfhDKAZeJcJwLNMY9649w0MKwh0p90uKWVhbB2MZosAwPJ7ElX+kWy6WT4QEoK2dCn6woVo//yTpFU9gKpdG/PNN1G9e4OL/NoqhMgYMyGBg7/9xn9ffcWVPXtSnqhp1OzRgxavvUaFli1zLkAh0jB58mSeeuopPDw8mDx5cqpzn3/++SzfT37SCiFELgiOj8TQdM4l6pwkhMh+f5/4m0frriXejEfXdAY2GMgfgJuHL6aysv3++tGv0a/aVywpr0qYjb7M9nvmNS4hIRjTpmEsXoy2Zg1aMls8VKNGmG+9hXr4YdCzK1snhCioruzbx77Zs9n3669EXriQ4jwXT08aPPUUzV95hWLVq+dghEKkz6RJk+jduzceHh5MmjQpxXmapkmCSAghhBB3F6NPX9qbJkafvphz52To3E3nNtF7QW/izXg6VO7AFx2/oE7JOvY6R/tDiKybzV2wwvej7x0DgELDbDYNXH2z9555xYUL6IsXoy9YQJ0NG9CsO5Nxqnx5rEcfRfXsibrvPqnJJITIkMjLlzkwdy57Z81KvU094FWypKPwtFeJEjkToBCZsHv37mTfzi6SIBJCCCFEnpJqEerwcNrrBlgmAMXdfPDZH8Lp6m4Ud/NJ8Zp7ruyhx289iE6IprN/Zxb0XoCbYa9lc8c2Nl9fCA+3/+ssVjwuWwahWXH2d2sMQ5Vq47zr50VhYegzZ6ItWIC2aROaUndMUZUrY/XsiXr0UVSzZrJaSAiRIbbYWI788Qf7Zs/m+MqVKNNMdX6x6tVp8dpr1OvfH1cpdC/ykYSEBJo3b86cOXOoWbNmtt1HEkRCCJGHOLM7kxD51e1FqNu2bZvi3PTUKDoWcoxuv3YjLDaMeyvcy5yecxzJoeRkdGVSeuj730MLs//lTxWujVVvvNPvkWecPo3+7bfo06ahRd65hTauUiWMPn1QvXpBw4ayUkgIkSFKKc5t3MjeWbM4OH9+qi3qb6pw773cM2IE1R96CE0S0SIfcnV1JS4uLtvvIwkiIYTIQ5zVnUmIgiSt50RqCaRr0dd48NcHuRx1mQalGrDo8UV4u3lnOIbU7pEW7dom9EOfAaA0F2zN/weGR6avl2ft3Inx1Vdo8+ah3fZXfFWnDlbPnth69OCQiws1a9XCkO5AQogMCDl2zF5X6JdfCDt5Ms35hcqXp16/ftTr35+SdevmQIRCZK9nn32WiRMn8vXXX+OSTY0bJEEkhBB5RFZqqwiRb/n6sto0aZ+FZEFqCaTPN33OqfBTVC1alWV9l1HEo4jT75EqWyTGlmfQsNfcseqOgaKNMnetvEgptL/+Qv/qK/TVq5Me8vDAeuoprBdfhNq17WOmCYcP50akQoh8KCY0lIPz57Nv1izObdqU5nxXLy9qPvoo9QcMwK9tW2lTLwqUnTt3sm7dOtasWUOdOnXw8vJKcnzmzJlZvockiIQQIq+4rbaKEHcDc+4crDVrMG8kYALWBeJTJoRF6wLZ3Tprre2Do4OZvMPeEvbLjl9S2qd0inOzskIoNfruN9GijgNgFWuBVXNUttwnx8XHo82ZY18xtH9/kkOqRAmsoUOxXngBSpbMpQCFEPmVmZDAiZUr2TtrFkeXLsWMj0/9BE2jcrt21O/fn5qPPoqbT8r16ITIz3x9fenevXu23kMSREIIIUQm7N69O1uLBN5NEq/OCY6PJKyGB2b8nbVrMuqbrd8QlRBFw9IN6VK1S7pjcBbt4p8YJ6YAoAwvzBY/gZ7Pf/UKD0efOhX922/Rzp9PckhVq4Y1fDjWk0+CFH8VQmSAUopLO3eyd9YsDsydS/TVq2meU7xWLeoPGEC9fv0oXLFiDkQpRO6wLIuvv/6aY8eOkZCQQKtWrXjzzTfxzIaftfn8txQhhBAid+zevZvHH388t8MocG52Jctqy/nw2HC+2/YdAG/e9yZaThdCjgvG2Pac410r4FPwqZazMThTWBj655+jf/89WkREkkPWPfdgjRiB6t4dZDuHECIDrp87x/5ff2XvrFlcO3gwzfmeJUpQt08f6g8YQJnGjXP+e7sQueCLL77g448/pm3btnh4eDBlyhSCg4P59ttvnX4vSRAJIUQuKO7mQ3B8JH5H47P8QliIgiTNrmTprFn0/fbvCY8Lp1bxWjxS8xHnB5oapTB2vIwWewkAq0wXLP8hORuDs8TGon//Pfonn6CFhDiGlaahunfHGjkS1bJlLgYohMhv4iMjOfz77+ydPZtTa9aAUqnON9zcqP7QQ9QfMAD/zp0xXF1zKFIh8oY5c+bw+eef8/TTTwP2pjZ9+vTh66+/RndyVz5JEAkhRC64WVslcH3q7bmFEEmZc+ewOjCQNuNSft5ExUfx9ZavAXjjvjfQtZxtaayd+RX93AIAlFsxzKaT818rd9NEmz0bY9w4tLNnHcPKzc1eeHrYMKhRIxcDFELkJ5ZpcjooiL2zZnH4999JiI5O85wKLVtSb8AAavfqhWfRojkQpRB507lz5+jYsaPj/bZt26JpGhcvXqR8+fJOvZckiIQQQghRoEzdNZVrMdfwL+JPnzp9cvbm0Wcxdg5zvGs2/gY8y+ZsDFmhFNry5RijRycpPq00DdW/P2ZgIPj55WKAQoj85Or+/fbW9L/+SsRtdcuS41u5MvX796feE09QrHr1HIhQiLzPZrPh4eGRZMzV1RWbzeb0e0mCSAghhMigRhvG4VUxgkYbxrGnzXgA1qxZky2FjkXGxNpi+eq/rwB4/d7XccnJotDKwtg6BC0hHACrUl9Uxd45d/8s0v77D/3tt9E3bEgybnXtivnee9CgQS5FJoTIT6KuXGH/3Lnsmz2bSzt2pDnfvXBhavfqRb0BA6h4771oTt4yI0R+p5TixRdfxN3d3TEWGxvLiBEjkrS6lzb3QgiRz2VXa22RvUISogiu5oaWEAWA0acvumli/DAZc+6cXI4u78nJ5NnsvbO5EHmBCoUqMKD+gBy55036se/Rr6wGQHmWx2w0MUfvn2kHD2KMGYO+ZEmSYat5c6wPP0S1bp1LgQkh8gtbbCxHly5l76xZHF+5EmWaqc7XDAP/Tp2o378/1bt3x1U6HwqRon79+t0xll2NUiRBJIQQuUhWnBQQ4eG01w2wbv1CLCuKbgkKCsqRj4VSisk7JgPwSvNXcDPcsv2eDtcPoe95y/Gu2WwquOXxmhnnzmG89x7azz+jWZZjWFWvjvn++6hHHsl/tZOEEDlGKcW5TZvYO2sWB+fNIy48PM1zSjdsSP3+/anTpw8+ZcrkQJRC5H/fffddjt1LEkRCCCFENsippEh+lF3Js20Xt7Hr8i7cDXeeavCU06+fIisBY8vTaFYsAGa1l1ClO+Tc/TMqNBT9s8/Qv/0WLTbWMazKlsUcOxb11FPgIr8iCiGSF3r8OPt++YW9s2cTduJEmvN9ypalXr9+1Ovfn1L16+dAhEKIzJKf/kIIkQMC1gUSHB8J2Fvc3+xiJsTdKKvJs5S2Zk7ZMQWAXrV7UcyzWKavn1H6wY/QQ7cDoArVwKr/QY7dO0NiYtAnTUL/9FO00FDHsPL1xfq//8N65RVIVMtACCFuig0P5+D8+eydOZNzGzemOd/F05OajzxC/QEDqNy+Pbph5ECUQoiskgSREELkgOD4SIwbrbZvJoqEEJmTXHIpLDaM3w78BsBzjZ/LsVi0kK3oBz8CQGkGZvP/gUseS7KYJtqsWfaW9efOOYaVmxvWSy9hvf46FC+eiwEKIfIipRQXtm5l19SpHPjtt3S1pvdr25b6AwZQ89FHcS9UKAeiFEI4kySIhBBCCCcz+vSlvWlidOkKvr4pFq6WOkXOM3vvbGJsMdQtWZd7yt+TMze1Rdu3lil77Smr9luoYk1z5t7poRTa0qX2lvUHD94a1jTUk09ijh0LlSrlYoBCiLwoNiyMfb/+yq6pU7myd2+a84vVqEH9AQOo168fvn5+ORChECK7SIJICCGEcLabRat1A1Ip2il1ipKX0e5+Simm7LRvL3uu0XNoOVRYWd/7DlrEEQCsok2war+Vxhk5R9u40d6y/ratINaDD9pb1ksdECFEIkopzm/ebF8tNG8etpiYVOd7FitGnT59qD9gAGWbNs2x77tCiOwlCSIhhBAiq3x9WW2atJcaC3cIWBeIT5kQFq0LZHfrcXe8n5yMJs3+PfsvB68dxMvViyfqPeGMsNOkXf4H45i9q4jSPTCb/wS6a47cO1X799tb1i9dmmTYatHC3rK+VatcCkwIkRfFhIay75df2DV1Klf37091rmYYVO/WjfpPPkm1rl0x3HKwU6QQIkdIgkgIIbKJbB+6e5hz57A6MJA246T4+O2C4yMJq+GBmY21t37c+SMAfev2xdfDN9vu4xAfirF1iONdq8FHULhW9t83NZcuYYwdizZjRtKW9TVr2lvWP/ywtKwXQgC32tPvmjqVg/PnY0vUzTA5RapUoeEzz9Bg4EB8ypbNoSiFELlBEkRCCJFNZPtQwVXM1Ruvw8FE15PCvhm1u/U4AlcFMm6oc5Jp16KvseDQAgCGNBqSxmwnUBbG9pfQYs4DYJXqgFVtaPbfNxXaokUYQ4eiBQc7xlS5cvaW9QMHSst6IQQAMSEh7J09m11Tp3ItUV2y5OguLtR4+GEaDR5M5fbt0XQ9h6IUQuQm+Y1BCCGc4GYbe2lhf3fYeX8g76x4hw9eCHTqdQviqrPibj747A8hsm72tJ2fsWcG8WY8jcs0pknZJtlyDwel0HeNQD833/6uaxHMZj+ClksvnCIjMUaORP/pp1sh+vpivf461ksvSct6IQRKKc7++699tdCCBZhxcanOL+LvT6Nnn6X+wIH4lC6dQ1EKIfIKSRAJIYQT3Gxjf7OFvaOLVZ++KXawEvlbQEBAkvczWlg5ua+RgrjqbHfrcawx19CutfMfl6Uspu6aCuRMa3t93xiMY5MAUOj25JBXhWy/b3K0zZsxBg1CO37cMWb16IE5aRKULJkrMQkh8o7o4GD2zZrFzqlTCT58ONW5uqsrNXv0oOHgwVRu21ZWCwlxF5MEkRBCZIebXawse/vrm6soTld3o7ibTy4HJ5zh9gRRhhM7t32NFOSkYnYlvYJOBXEs5BiF3ArxeJ3Hs+UeN+kHP8E49KnjfbPZFFT5Htl6z2QlJKB/9BH6Rx+hmfavHeXjg/nVV/btZFJnSIi7llKKM+vXs2vqVA4tXIgZH5/q/KLVqtlXCz35JN6lSuVQlEKIvEwSREIIkUkZ2Q7k7LorogC6LWEk0naztX3/ev3xya7Eq7LQj0zA2DfGMWQ2+hpVeWD23C81R49iPP00+pYtjiHrnnswf/oJqlbN+XiEEHlC9LVr7J05k51TpxJy9Giqc3VXV2o9+igNBw/Gr3VrWS0khEhCEkRCCJFJibcDZXedFVEwFMQaQ7nlUuQllhxZAsDgxoOz5R5a8H/ou0aih2x1jJn1P8Cq9kK23C9FSqFNn44xciRadLR9yDCwRo/GeuMNKUItxF1IKcXptWvZNXUqhxctSnO1ULHq1Wk0eDD1BgzAW7ahCiFSIL9RCCGEE9yxQsjXl9WmSXvDcMzJaI0akY/d/PxHRoLvrbbrBbHG0O1yKgn2v93/w2bZaFmhJQ1KNXDuxaPPYux9B/1M0q1+Zu23sWqNcu690nL1Ksbzz6MvXeoYUtWqYf78M6pZs5yNRQiR66KuXOHAL7+wa9o0Qo4dS3Wu4eZGrZ49aTh4MJVatUKTLahCiDRIgkgIIbKBOXcO1po1mIleKBf0xIC4xZw7h9WBgbQZd2tLYcC6QHzKhLBoXWCB7nSXniRYVpOlpmUybdc0AAY3cuLqIVs0+uHP0Q9/gWbGOIZV4TqYAZ+hynR03r3SQVuxAuO559AuX3aMmYMHY336KfhILTMh7hbKsji1Zg1bJ0xgyZo1WAkJqc4vXrOmfbVQ//54lSiRQ1EKIQoCSRAJIUQ2yWpCKCYhBncXd/TcaqEtksjoypjbkyDB8ZGE1fDAvNHpLrlVZneLrD43/j75N6fDT1PUoyi9avXKekBKoZ35FWPvaLSYc7eG3Ypj1Q3E8h8Meg7+yhQdjf7GGxiTJ9+KpWRJzB9+QHXvnnNxCCFyVeTly+ydMYNd06cTmqhjYXIMd3dqP/YYDQcPpuJ998lqISFEpkiCSAghMkGbN5/yp0+jzZuP6u2EF6hAjG7yr28Ya3yvsep/97H94nYalm7Ib4/9RiXfSk65h8i8jG4PS2tucqvMbpdcUkopRWhsKKfDT3M97jolvEpQ2rs0xTyL3TXJxCk77MWpBzYYiKerZ5aupQVvuVFnaLNjTGkuWNVexKrzDrgVzdL1MxzP9u0YTz2FduSIY8x68EHMyZOhdOkcjUUIkfOUZXFq9Wp2Tp3KkSVLsGy2VOeXqF2bhoMHU79/fzyLSR1EIUTWSIJICCEyQfXuxfl9e5MkhzK7bSbOFseXm7/k05briTJudLC6cBqAHZd20PKnlsztOZf7K92f1bBFJmXX9rDUkkjHQ4/zzbpv+M/tP86En+Hs9bOOf6MSou6Yb2gGVYpW4ZvO39ChSgenxZjXnL1+luXHlgPwbMNnM3+h6HMYe0ejn/klybBV9kHMgE+gUM2shJlxpon+2Wfo48ej3XhBqDw9sT77DGvIEGlfL0QBF3npEnt+/pld06cTdvJkqnNdPDyo3asXDQcPpkLLlrJaSAjhNJIgEkKIdEpri1Fmts2sOLaCkX+P5FjoMTCgXJw77cOK0vbZ96ldojYDfxvI8ejjdPqlExM7TWRI4yFZeQgik+7YHpaNLBRf/PcFY4PGkuCawNK1S5OdV8qrFEU8inAt5hohMSGYyuRYyDF6zuvJsr7LCmxC8addP2EpizaV2lCrRK2MX8AWjX7kS/RDn6OZ0Y5hVbj2jTpDnZwYbTrt24fx0kvomzY5hqzGjTF//hlq5nCiSgiRY5RlcfKff9g5dSpHly5Nc7VQ4WrVaD50KPUHDMCzaM6ubhRC3B0kQSSEEOkQsC4Qn0MhRBpBTllBEhwdzJBlQ1h61P7iv6xPWT7dWox+weXQLAuzwUAAHgl9hNMNTzP/4Hxe+vMl1p1Zx9AmQ2lZQf5iWBCdd4tlUPW9rF69GoCyVlk6NexExcIVqeRbyfFvhUIVkmytijfjuRJ1hb6z+rIlbAs9fuvByidW0rRc09x6KNnCZtmYvms6QMaTpUqhnZ2LsecdtJizt4bdit2oMzQkZ+sMAVy/jv7ee+jffotm2lcPKl3Hev11rDFjwNU1Z+MRQuSIiAsX7KuFfvqJ8FOnUp3r4ulJnd69afD000QUKUKtWrUw7sLadUKInCEJIiGESAdnryB5deWrLD26FBfdhVebvco7979DkeWPg5406eOGG7MfmU1A6QDGBo1l7oG5zD0wlypFqtCvbj+eCniKKkWqOCUmkTuUUpyPOM+a0hf4P/+jhLra8HL14suOX3Lq91OMf2h8mtdwM9youPI/+m6tjFfZEwT5XOOhuQ/xd/+/qV+qfg48ipyx7OgyLkReoKRXSR6p+Ui6z9NCtqHvGoEe/J9jzF5naOiNOkM5XLdDKbQ5czDeeAPt0qVbw1WrYk6dirrvvpyNRwiR7SzT5OTff9tXCy1bhrqRFE5JyXr1aDRkCPX69cOjSBFM0+Tw4cM5FK0Q4m4lCSIhhMhh68+sZ97BeeiazuoBq7mnwj2pztc0jTfufYM2ldrw484f+f3w75wMO8mH/37Il5u/ZHnf5QV2O1FeUdzNB5/9IUTWdU4iISYhhi/++4INZzew+/JugmOC4cZOoiYRhfj5/zZRo3gNAn8PTHJeatscVe9eXN23lwVvf0/XX7uy5cIWHvz1QVYNWEWN4jWcEndum7pzKgBPBTyFm+GW9gnKRN87GuPwF0mGrTJd7XWGCmdii1pW7d+PMWwY+rp1jiHl4YH1xhtYI0eCh0fOxySEyDZRV66wc+pUdk2fzvUzZ1Kd6+rlRZ3HH6fh4MGUa9ZMVgoLIXLc3dHuRAghskFmilKblslrf70G2AvsppUcSuyeCvcwrfs0zr56lp97/EyL8i2ItcXSc35P9l/dn+FYRPrtbj2OBy4Vc8r2QmXZ6DW/F+PXj2f1qdUExwRjaAb1orwJPF2VDbuappjQCQoKSvL+mjVr7phTyL0Qf/T5gwalGnA56jJdf+3K6fDTWY47t50IPcFfJ/4CYHDDwWmfEBeMsb57kuSQKlQTW6s/MFstzvnk0PXr6K+/jkvTpkmSQ1b37th278Z65x1JDglRgFzZu5dlzz3Ht1Wrsu7dd1NNDpUOCKDzN9/wyunTdJsyhfLNm0tySAiRK2QFkRBCZFJmilJP3zWdPVf2UMSjCOPaZC7Z4O3mTb+6/XikxiN0+bULm85tovuc7qx7ah0VClfI1DVF2jLbpS4xZdkIP7qMv8PP4O3qzYftPqRF+RbUKVkH74ceBd0AZZL6xoNbgoKCkv06LOpZlOX9ltN+ZnuOhByhyy9dWP3kasr6lM3yY8gt03ZNQ6Ho5N8J/6L+qU8O24XLv4+jRZ8Cbmwnq/8eVvVXQc/huj5Koc2da99OdvHirWF/f8wvv0Q9+GDOxiOEyDbKsji+ciVbvv6aU6tWpTrX1dubun360HDwYMo2aSIJISFEniAriIQQIoeExoQydu1YAMa2GksJrxKpzjf69KX9/gMYffome9zT1ZOFvRZSo1gNzkWco/vc7oTFhjk7bHFDZhKCiSnLJPTIUuLDz+Dl6sWSPksY2nQojcs2xsMl4ytHAtYF8k+ZEALWBSZ7vJR3Kf584k8q+1bmeOhxuv7SlWvR17L0GHJLvBnPz7t/BmBwo9RXD2lnfsVldZtbySH3UphtVmLVHJnzyaH9+zE6dcJl4EBHckh5eGCOHYtt1y5JDglRQCRER7NjyhQmN2jAbz16pJocKtOoEV2++45XT5/mwR9+oFzTppIcEkLkGbKCSAghcsh7698jOCaY2iVq83zj59M+ITyc9roBVsrrSYp7FWdp36W0/rk1+6/up/f83iztuxR3F3cnRi6yKs4WR/jR5cSHnwbdhSWPL6FVpVZZumZ6CqdXKFyBP5/4k/Yz23Pg2gG6zenGX0/8ha+Hb5bundMWH17MlegrlPMpR7dq3ZKfZNnQ976NcWTCraFizTBbzgWvHF5Zd+0a+uefo3/9NVqittXWQw9hfvEFVJHC8kIUBBHnz7P9++/ZOXUqMSEhKc4z3Nyo268fTYYOpWzjxjkYoRBCZIysIBJCiBxw4OoBvt/+PQBfdvwSVyOZlQy+vqz28gTfjL14r1ykMkv6LqGQWyHWnlnL0388jaUsZ4QtnCDOFkefhX2IDz8FugtFanSntV/rHLu/f1F/VjyxghKeJdh5aSdP//F0jt3bWX7c+SMATzd8OvnnTtxVjHUPJk0OVR6E2XZVziWHlELbtAlj0CBcqlTB+PJLR3JI+ftj+/13zIULJTkkRAFwcft2Fg8cyHfVq7Px009TTA55lSzJ/aNH89Lx4zz044+SHBJC5HmSIBJCiGwWERfBk4ufxFQmD9d4mA5VOiQ7z5w7h9V162DOnZPhezQs3ZB5j83DVXdl/sH5vLHqjayGfVcLWBdIhX9Gprh9K73izXj6/d6P5ceWo+ku1PTqQtkSOd85q3aJ2izrtwxX3ZWlR5ey7OiyHI8hsw4HHybodBC6pvNMw2eSHrRsaBdX4PJPS/SrQQAozRWz8beYTSeDkQNFnyMi0KdMwaVpU1zatEH/5Re0uDh7LIm3k3VLYeWTECJfsEyTQ7//zox27fipZUv2z5mDlWiFYGIl69al25QpvHz8OK3HjsWndOkcjlYIITJHEkRCCJGNbJaN/ov6s/fKXkp7l+arTl9l273aV2nP1O72NuATt0zkq83Zd6+CLjg+EkPTCU5l+1ZabiaHlh5dioeLB8v7/EHP4Prp7oSWVg2qjGpUphGvNn8VgJF/jyTWFuuU6yZ2sy6SM5JrN03bOQ2ArtW6UrFwRftKneAt6Dtfw2VpZVw29ECLtncHUh5lMNv+g1X1Ocjumh5796K/8goulStjvPwy2t69jkOqWDHM117DtmcP1ujR0p1MiHws7vp1tnz9NT/UqcPCPn049++/Kc6t2rUr/VasYPCOHQQMGoSLPPeFKBCmTZvGfffdR6VKlahUqRKdOnXi77//vmOeUopevXpRtGhRli1L+se4s2fP8vjjj1OuXDmqV6/OmDFjsKWQZM5NUoNICCHSobibDz77Q4isWyxD5/3f3//Hn8f/xNPFk997/25/gZuN+tXtx8WIi7y5+k3eWPUGZX3K0reucxIMIv0SzASe+P0J/jjyB+6GOwt7L6RDlQ7obTP/dxmjT1/amyZGn74prjJLtdNafChja3cg6OBstoed4PNNnzO61ehMx5Ocm3WRjBtvZ1VMQgwz9s4A4LXa3dD3j0M/Mxct8tgdc63i92C2nAOe5bJ83xTFxaEtWIA+ZQr6xo13xtCiBdZzz6F69QJPz+yLQwiR7cJOnWLbd9+x+6efiLt+PcV5Lp6e1H/ySZq9/DIlauX8ClEhRPYrV64cgYGBVK1aFaUUv/76K/3792ft2rXUrl3bMe/7779Ptui8aZr06dOH0qVLs3LlSi5dusTQoUNxdXVl7NixOflQ0lRgEkSmaSb5VwiRNnnepC4oKMjxgnvHfWMZ9884Ap8bm+6P16Ttk5i0fRIA0x+aTqPSjdI8VynlmGMoAAUqY5+jV5u+ytnws3y3/Tue/eNZSnqWpK1f23SfL6CYqzeFDoQSUadosh/7tJ47I/4ewZIjS3A33JnXcx7tKrXDNE1at26d4jm3f77NX2azatw47g8MBNPECAunvaGDaWGaZrIxOq6vFFr0GbTgjVzaO58K7qfRr+/HFdhWCtYXgoX7PuRU1QeoWLqZMz5kDirR21n93rJsz1QGuofwdGk3Ghx88c576e5YZbpiVuyLVbYb6C6QDd/PtJMnMaZOxZgxA+1a0k5wytsbs29fzCFDUAEBtw7I99Vkyc8dkZcppTi/aRNbv/mGo0uWoKyU6/n5lC1Lk6FDCXjmGTyLFwey9+tanjtCZFxKzxul7L+tXL9+PUlCx93dHXf3Oxu9dO3aNcn7Y8aMYfr06Wzbts2RINq7dy/fffcdq1evptZtyeLVq1dz+PBhFi1aRKlSpahfvz5vv/027777Lm+++SZubm5Zf7BOUmASRCdOnADg2LE7/6oohEidPG/u1PP8DIociSDM+puF5QcCULt2bQ4fPpyu89ddWseo/0YBMKzuMGqTvnPj4+Md82qbJigLLJXu+970bIVnOXLxCH9f+Jte83sxvdV0avrWzNA17mZzSvZlxukZDGzTN9WPfXLPnc1XNzN5x2QAPm36KZUSKqXr85fc5zvx11wNT0/W6RqtLcWRw4fviNHFFkKR8JV4R+/EK3oXbrYrAFQCiEt6r1ae0MrThrWhNdHeTQnz7UxY4Q6YLhlbIXc7m82GodlXSZnKyvDXLUphmGEUjlhH0fDlPB65mX4lAeJvTUEj0rs5Yb5dCSvcAcsoBJHA0eNZiv0OpknhDRso/ttvFNq4EU2pJIdjqlYluHdvQrt1wypUyD6Y0cd7F5OfOyIvsRISuPDPPxybNYuw/ftTnVukTh2qDhhA+Y4d0V1dOXPtGtyWOM5O8twRIuNuf95omoafnx/16tUjMvLWiuc33niDN998M9VrmabJokWLiI6Oplkz+x/ZoqOjGTJkCJ999hmlk6k5tnXrVurUqUOpUqUcYx06dGDkyJEcOnSIBg0aZOXhOVWBSRD5+/tz/PhxqlWrhmEYuR2OEPmCaZocO3ZMnjfJiLyQQHQtLyyVQM2a9sTKzX/TsvzYcv5v6/9hYTGowSA+6vJRsstNk+Pm5ua4j4thwI0VI+m9d2K/VfuNh397mPVn1zNs6zCCBgTh5+uX4evcrRJ/Lm6X0nPnetx13l/9PgDPNXqO59o+l+77Jff5TnL/BfNQQUFobdtyc/RmjPqFJbjuGIoWn3wnHaUZKN8ArCIB6MGb0CMOAaBr4BO9DZ/obZS/9DFWyTZY5XthlnsY3IunO3bHY7jggn4jQaSpFL5ubZFoUSfRok6jRZ9CizqFFn3a/l/UaTRboq0ciZ42VpFGmBX7YFbojatnOUoCJTMcYTpcuoTx88+4TJuGdvZskkPK1RXr0UexDRmCdt99lNA0SmRHDAWY/NwReUlsaCi7pk1jxw8/EHH+fIrzNF2nevfuNHvlFcrfe2+6f6Y7kzx3hMi4lJ43Sini4+PZt2/fHSuIUrJ//346d+5MbGws3t7ezJw507FS6O2336Z58+Y8+OCDyZ575cqVJMkhgJIl7b/FXL58OdOPLzsUmATRzU+4YRjyTVOIDJLnzZ0S1xzKyMdm0eFF9P+9PwlWAo/WfJTvun6Hi5H+b7Wapt26n3bjfxrJx2CLAlsEuJcC7c7aNt6GNwt6L6DdzHbsv7qfHvN6sHbgWop5Zm2VSEGxZs0a2rVrl+LxJJ+LFNz+3Hkr6C3OXj+LfxF/Pu7wccaeV0V8WW2atE/l+dihQ9IOeK66DdddwzBOTEkyrlx84LwX6pw3O6+XpVFYCcxf5gNgKoV5fT9r1g2l8vXN1LixqllTJsaV1RhXVuOy61VU6Q5YFXujyj0MbkXS/TASv2wyVBxa2G600G1oIdvt/0YcSfe1jsfDDveaPNJpHhS2/xKWLd+plEJbtw598mS0RYsc7ekdhytXxho8GGvQIChVSjp8OIH83BG5KfjIEbZ++y17Z8wgITo6xXluhQoR8PTTNH3xRYr6++dghCmT544QGXf78+bmFrPChQunO+FbvXp11q1bx/Xr11m8eDEvvvgiS5cu5cSJE6xfv561a9dmS+w5rcAkiIQQwpl2tx5H4KpAxg1NX8cpgHkH5jFw8UBMZfJ4ncf538P/w0XP5LdZMxbKhoChQZQLxF0Ft+IQeRz94gq0iyvQrq5DUwko3QO8K6N8/FHeVcC7CsqnCsq7CkU8y7Ps0f/Ra253Qq4f5rX5nZnS5Rs8dM1+DyvO/p9569+jh/ZSo5qfY0x5V0GV7wGuhTP3WPKooKCgVBNEqRZ8TsbK4yuZvms6AD8+9CM+bj4ZOt+cO4fVgYG0GZfOr7nwfbxU9X8YJ25tbbDKP4JZ+y3wrY/xYHfQDRoBWFG3ztM08K1H007LqTe5LqXiL/Ftnfu5j/NoUSftU5QN7dJK9EsrUbobqnRHrIq9UOW6J/06UApskRB3FS3uGh3jT1JBRdHAvEKA7RIuiyahqfTVy1CaC3j5obz9iPepSbeNP7M6IpoV/SY4kkNOFxKCPmsW+tSpaIcO3RaPhuraFev551GdOoG8IBMiX1NKcTooiC0TJ3Js+fJU5/pWrkyzl14i4OmncS9csH72CSEyx83NDf8bieKGDRuyc+dOfvjhBzw9PTl58iSVK1dOMn/gwIG0bNmSpUuXUqpUKbZv357k+NWrVwGS3ZKWmyRBJIQQ2NtzB8dHUtzNJ91tyBObvW82z/7xLJay6F+vP1MfmoqhZ/AFpRlHzUJHMbY8jXb+D7QHb2210ZeUR2kuaOrOdpiaFQsRh9AiDt1xDMAP2OpY1bobglqnGkbtG9MSUzteRpXvgeU3AFWqvb0YcAFz+4qi1JJHtwuLDeOF5S8A8EqzV2hVqZXT43NQCv34D+i7X6e0h724kDI8MRt+garybLrbuxdyL8QnHT5l4OKBdNq3nT3P7aaydQ3t7Hz0c/MdreM1Kx7t4jL0i8tQujuqWHM0WwTEXbMnhqxbBY5mpRW67obybQC+dVBefijvyvbkpndle/cxzf6cmbHrJ1ZHfE+1otVoVzn9n4d0UQrtv//Qf/wRbf58tNjYpIdLlcJ6+mmswYPBT7ZkCpHf2eLi2D9nDlu//pore/emOrfCvffS/NVXqfHww+guBe/nnBDCeSzLIj4+nrfeeosnn3wyybH77ruPDz/8kC5dugDQrFkzvvjiC65everYWrZmzRoKFSqUqTIS2Um+8wkhBPaW3IamZ6o198+7f+a5Zc+hUDwd8DSTuk7KcHJIO/Mrxo7hPOUXCqdTmHNbckh5VUYVroUWfRoiT9oTRdlEM2PQzsxBPzMH5VEWq1I/rMr9wbd+tt0zp6W1oig1I/4ewfmI81QrVo332r7n5MgSibuGse059AtLHUPKtz62e2ZC4ToZvlyfOn2YunMq686s4//+GcW8XvNQxZpiNfgQLWSLPVl0dj5a7AUANCsO7dr6dF3bREP3rYsq2tR+zWJNwbce6Gl36piy075lbnCjwY6aRlkWHo7+yy/2xNC+fXcctlq1sq8WeuQRyEPdRIQQmRN15Qo7Jk9m++TJRF+5kuI83cWFWo89RvNhwyjXtGkORiiEyC/GjRvHAw88QMWKFYmIiGD+/Pls2LCBBQsWULp06WRXAVWoUAG/G39oat++PTVr1uSFF17g3Xff5cqVK3zwwQcMHjw41bpHuUESREIIkYL0bDH6ccePvPTnSwA83/h5JnaemOEXtPrhLzH2JO2YoFx9UeW6s3brCdo0rwGxl9BiL3LiXBiV730Bq2xXKFSbNUFBtOvczt79KvYy074ezeC+7dAiT9q3C8VeBt3V/qJcdyfStPHX6XWci7xKnIKmFe6ldZVO6IYnGO4o3Z3fFy/j0V59QfcATUO79A/62bmOAsha7EWMI19iHPkSVSQAy+9JrCpPgatvhh53QfHHkT+YtXcWuqYz/aHpeLl6ZfpaqX3NaVeCMDYPciRrADZea0qznqvB8MjU/TRNY0KnCTSb1ozFRxbz14m/6OTfCTQdVfweVPF7sAI+Rbu2Ee3cfPSzC9DiLtu3g7mXAPcSKPeSjn8nXdxL1GXYULYUFzyrsLnNhxmOacfFHWy/uB03w42BDQZm6nE5KIW2fTv6lClov/2GdlutEVW0KNaTT2I9+yzcaFMrhMjfruzbx9avv2bfr79ixsWlOM+jaFEaPfssTV58kcIVKuRghEKI/ObatWsMHTqUy5cvU7hwYerWrcuCBQvS/YdFwzCYM2cOI0eOpHPnznh5edGvXz/efvvtbI484yRBJIQQJC1KfVNa3/S/2/odr/39GmDfVvT5A59nrLOJstD3vIlxZIJjyCr3MFaVp1GlHwDDnb+XBXJ/s1tb3qYFBjLu6ZGO9x2rXjQdPMtyJroCym8ASRty3+IJdGkRx+urXuf77d9D8EbanHNl5XMrHYmtnWFneKTi47fCLNcdq+FnaBdXoJ+ehXZhOZpKAEAL240Rthv9wHtYVV/Aqv4KeJRK7tZ5WsC6QHzKhLBoXWCGthgGxwTz4ooXARjeYjj3VLgnS3Ek+zVnJaDvH4d+6DO0G59Z5VYCs9mPRB72ynRy6KZ6perxcrOXmbhlIsP/Gs7OwTtxd0n01yxNR5W8H1XyfqyGX9prDrkUSnYr2wuNIDAwkN+fzvg2zZt+3PkjAD1r9aSEVyZ7hEVEoM+ZY18ttGvXHYetli2xhgxBPfYYeHpmOlYhRN6glOLk33+zeeJETv79d6pzi1WvTrNXXqH+k0/i5u2dQxEKIfKzb775JkPzQ0ND7xirVKkS8+bNc1ZI2UYSREIIQcaLUn+1+SveWPUGACPuGcFH7dLfyh4AKx5j62D0M3McQ2bdd7Fqv5XuGjK3M/r0pb1pYvTpizl3Torz3F3cmdh5Ii0rtOTZP55lbfBaRgeN5sN2qaz20N1Q5Xtglu8BccHoZ+ehnZ6FHrIFAC0hHOPQJ+hHv8aq8gxWndGZapOeW4LjIwmr4YGZwS2Gr/39GpejLlOreC3ebf2u8wOLPIGxeaDj4wxgleqA2Xw6eJalXTnn3GZMqzHM3T+XYyHHmLBlAm/c+0byEzU9W4uV77uyj9n7ZgPwXKPn0j4hKgqOHUM7etTxH8eOoe3dixYVlWSqKlwYq39/e22h+gVna6QQd7Ob9YW2TJjA1f37U51buX17mr/6KlW7dEHTpRehEEIkRxJEQgiRQZ9s/IQxQWMAeOu+t3i39bsZSw4lRGBs6ot+2f5XToWO2WQSyv+ZrAUWHk573QArfV2j+tbtS4KVwLN/PMvnmz7Hv4g/z3/8T9pJJvfiWNVegGovYF4/iHFkAtqpWWgqAc2MwTj2HfqFZdju+w2KNMzaY8rD/j7/N/MOzsPQDKZ3n46HS9ZW8txOO/0Lxo5X7AWhsXf5suqNx6o5wp6oSY1SEB8HcfEQEwPR0egvvYR2/jyX4uIo3bIlyt8f/P1R/v4ULl2ajzp8xNNLnuajfz+iX91+VPKt5NTHk5aIuAj6LuxLrC2WjlU6cl/F++wHEhLg1KlbCaBEySDt3Lk0r2s1a2ZfLdS7N8hqASEKhOjgYHt9oe+/J+ry5RTnGW5u1O3Xj+avvEKpBg1yMEIhhMifJEEkhBDppJTi/Q3v8956exHiwNaBvHP/Oxm7SOwVjA0Po4fusF9T98BsOdvePjwXDHp/GWtL1mRGucO88ucr+On16RJRKt1JJgrXxmw6GeqMQT8yAf3EVDQzGi36FC6r22A2nYyq1Dd7H0QabnaoAxxd6tK72iolV6Ku8OFu+4qrUS1H0bScEwubJkRg7ByGfvpWTzDlXRXznpmoYjfuoxRcvYp2+rQ9eZLoX+3UKTh9+o7uXJw4DkA5gFWrkhxS3t4MrFIFf9dibPEIYdXxXjzT8317EsnPD1xdnff4kqEsi7dmPkm57Ud4NKoIo69WwWXuo/aE0MmTaLY7u/eler2KFbG6dLGvFmrUKJuiFkLktJCjR9ny9dfsmTEDW0xMivO8Spak8fPP0/j55/HJYy2khRAiL5MEkRBCpINSirFrx/LJxk8A+KDdB4xqOSpjF4k8gcv6h9Aij9mv6VoU8/7fUSXudXa46RcezvSISigjnJmlL9G39l7W7m1OQEQGCy17VcBq+DlWjeEYm/qgh2xFM2Nw2TwQM3QnVv0PQM+dHzk3O9TdfBvI8GqrxJRSvPrXq4TGh1K/ZH1GtxrttFi1kG0YmweiRRyDCOAqWNyP0h9A+3MG+un30E6etCeAUnlxlOH7RkWh7dtHa6A1wKZdMP0hAJRhQKVKqBurjfD3R1WpYn+7alUoVMiesIqOhuvXedDfH23rVggPh+vX4fp1tOvX7e9HRKAlGuf6dbSwMGynTzI5Nv5GNGHAlDRjVsWLo6pXh+rVUYn+o1o18Mp8oXAhRN6ilOLsv/+y5auvOLJ0qf37TQqK16xJ8+HDqffEE7hKfTEhhMgwSRAJIUQalFK8ufpNvtr8FQCfPfAZw5oPy9hFQnfisv5htDj7UnjlWQFbqz/At66zw80wDY0pR2pzpllN1p5ZyxM197B7W3MyVQnJqwJm21Ww41X0U/8DwDjyFVrYbsx7ZuerukQpmXtgLouPLMZFc+HHbj/iZmSxJbppom1Yjz77PbTdG9CuKrgK3Gi+o7MB2JDuyylPT/Dzsydx/Pz46/BhOg4ZApUro496HUwLoiJRA5+EEyfQTpxAO37cnnRKSLjjeppp2lfxnDx5x8ojAFWoEERH2+cB92fiQ5DS+iTl6XlnAqhGDVS1alA8/38tCSFSZtlsHFywgC0TJnBx+/ZU5/q1a0eL4cOp2rmz1BcSQogskASREEKkQinFiL9H8N227wCY2GkiQ5sOzdA1tCtrMP7tdauWTOHa2FotBa+KTo83PdasWXNHtyw3pTP3sV+p90lFDnlFMa3sBQZn9gaGh31rWdHG6LtGoCkb+pXVaP+0zPd1iS5GXmTYSntycEjNIQSUDsjchWJj0VavRl+0CO2PJWjBIek+VXl42BNAlSuj/Pwcb3Pz/ZIlkxQ6Xx8YyAO9etnfcXcH3QAvT6xhtyU5TRPOnSPq0B7e+98gSl6KoIdLPWqFu9gTSdevJxuPFhGR0UefRKS7xgVvxXW/MjRq9bg9AXQzGVSuHMiLPSHuKnHXr7Nr+nS2fvst18+cSXGe7uJCnccfp/mwYZSRraRCCOEUkiASQogUWMrilT9f4cedP6KhManrJJ5t9GyGrqGdnYexeZCjLbxVvCXm/b+DW7HsCDldgoKCbiWIfH1ZbZq0NwyKeRZjzJkqDKt2hPGVTtI3PhIfN5/M3UTTsKq9gPKth7GpL1rclWytS5Rc0svZlFIMXT6U0NhQGpVuxDM1MlhU/Pp1tBUr0BcvRvvzT7TI5DumKTcD/PztCaDKle0JID+/Wwmg0qUz3ekuVYYBfn54+/lRp+xXDF46mPddT7L3+b1UKFQeQkLQTpyA48ftq45OnLCvLLp8GeXjA4ULO/5Tvr72rWe+vvb3bx7z9bWvOPL1xSrkw6MrBrLi1F9UK1aN/57+D8s9+zqkCSHytvAzZ9j67bfsmjaN+FQSzx5FitBo8GCavvQShcqXz8EIhRCi4JMEkRCiQEorYZDWcdMyeWH5C/y852c0NH586EcGNhiYoRj0o9/ZV9Bgr5dgle1m32bl4pz6KAHrAvEpE8KidYHsbj0uU9cw585hdWAgbcbZz3/uYnm+Ln+W454xTNg8Icv1dVTJ+7E98B/GxsfRQ7c5rS7R7Z+/JEmvbDJz70yWH1uOm+HGj91+xCUkHbFfuYK2dKk9KbRqFVp8/J1z3IEGoO4tgjngO1T9x3J01Uxyz4UB9Qcwbdc0Np3bxOurXueXR3+B4sVRxYtDs2aoNM5Pj482fMCKU3/h6eLJ3J5zKSzJISHuShe3b2fzV19xcMEClJlyXbgiVarQ7JVXCBg0CDefTP7xQgghRKpk3bYQokAKCgpK8VjAukBGH1pIhX9GErAu0DHetm1bAGyWjWf+eIaf9/yMrun8r8f/MpYcUgp972iMXa/dSg5VeRrz3nlOSw6BveDyuRoetwovO4Gb0nnvdHUAvtz8JZcjU24fnG5eFTDbrcaq/JRjyDjyFcb6hyAuOFOXTO3zmxnF3XwwlUXxFFZMnbt+jpF/jwRgbKux1C2ZSu2oU6fQJ07EaN8el0qVcHnhBfQVK5Ikh1QhA1oBrwE/gPVJN2zvH0AF9M7e5JCvr70wt6+vYyi5j6Wu6UzsPBFd05l/cD7vr38/xUtm5nOx6uQqxq8bD8A3Xb6hfqn6Gb6GECL/UpbFkSVLmNm+PT+1bMmB335LMTlUvkULHv31V144cIBmL78sySEhhMhGsoJICFEgJF7FkFYL8+D4SMJqeGBAkuRKu3btSDATeGrJU8w/OB8X3YUZPWbQq3av9Adi2TC2D0U/9bNjyKz9Flbdd7NnW1A26H2tNF9dL8zWwtf5YMMHfN3l66xf1PDAbDoFVbRJMnWJ5kGRTNbyIe3Pd3qktgJLKcXzy54nPC6c5uWaM+KeESRZQqMU7N+PvnixfaXQrl3JX6d8eVTb6mhVNqLViAcDlO6OFfApVtUXcuTrIyMfn4alG/Jhuw95c/WbjF8/HoViTKsxWY7h3PVzPLnoSRSKZxo+k+GVeUKI/CshOpo9M2eydeJEQo4dS3GepuvU6NGDFq+9RoV77snBCIUQ4u4mCSIhRIGQZItRMi3M07MNJt6Mp//v/Vl8ZDGuuiu/9vyVh2s8nP4gbNEY/z2BfnE5AAoNq9EErGoZK2qdq3x9CTJNPr4SQIfC65m6ayovN3uZGsVrZP3aKdYlam1PHlXqk7nrZqFlfXpM3zWdv0/+jYeLB1MfmoqL7oKZkIDXnj24zJiBsWQJWgovdFSNGlg9eqAebIOupqJfXHTrWOE62O6ZCb55d/XMiHtGYCqTd9a8w3vr30MpxdjWYzN9vdPhp3ly0ZNci7lGQOkAvur4lROjFULkVZGXLrFt0iR2TplCTEjKRfldvb0JGDSIZq+8QlF//xyMUAghBEiCSAhRAKSnFk9aNWpibbH0XdiX5ceW426489tjv9G1Wtf0BxEXjLHhEfSQzQAo3Q2zxc+oCo9l6LFkp4B1gQTHR+JXJj7Jx+rm1jqwrzCx1qyhTbt2PPjbIyw/tpy31rzF/MfmozlphYu9LtEmjI19EtUlevJGXaL3M12XKDucCjvFqFWjAHj/vkBq7zqHtvg7XJYsofrFi8meYzVujHrkEawePaBKMfTDX2EcfxzNjHbMMf2fwwr41KlbDrPLqJaj0DWdt1a/xfsb3kehGNtqbLq/HpRSrDm1hknbJ7H06FIsZeHr7sucnnPwdPXM5uiFELnpyr59bJk4kf2//oqZXA22G3zKlaPZSy/RcPBgPIsWzcEIhRBCJCY1iIQQecKaNWtSfT+t+akJWBfIP2VCktQbSuxq1FV6ze/F8mPL8XDxYGHvhRlLDkWfwWVN21vJIZfCmK2W5qnkENi30xmafkfdotsTZzfff7/t+xiawR9H/uDTTZ86NxivijfqEt3aXmQc+RJjffeM1yXy9WW1l2eSujoZ+fpIiaUsXln4LA/sjmTFypKMePQTXB58EGPyZLREySGl61ht2mB++SUJx45h/vcf1rCn0OOm47K8BsaRLx3JIeVaFNu9v2E1+TZfJIduGnnPSD5u/zEAH2z4gC6/dOFI8JFUz4mIi+D7bd/TYEoDuvzahSVHlmApiw6VO7Cs7zKqFq2aE6ELIXKYUoqT//zDnIceYmrjxuz5+ecUk0OlGjSg+/TpvHTkCC1HjZLkkBBC5LK882daIcRd7fYVPqmt+NHmzefosqW0vxaM6t2L3a3HEbgqkHFDk189dLPmkHkjKVLczQef/SEcrxCJdXU/VXf8SKwtFi9XLxb1XkTbym3TH3j4PlzWPYQWewEA5VEGW6s/slRTJ6+oV6oeX3X6ildXvsqYoDFU9q1Mn7qZ3AaWHMMDs+mPN+oSjbxRl2jVjbpEv0GRhum6zO2d2CCLXc1CQ9GWLuXczxNYuHEvXjaAq0mmKHd3rt9zD15PPAHdu0OJEvYDMefRd45APzEVzYq9NV/3wPIfjFVrFHiWzVxcuWzEPSPwdvVm1KpRrDm9hsZTG/N6y9exYXPMsZTFoWuHmLJjCjP3ziQi3t6q2sfNh4H1B/J8k+epXaJ2bj0EIUQ2ssXFcWDuXDZPmMDVfftSnVu1a1daDB+OX9u2TludKoQQIuskQSSEyHdU716c37cX1TsDxaNvnqsUEyu1Y+jaoYSEHneMNy7TmAmdJnBPhfQXw9SubsD4tydaQpj92j7VsLVeBt5VMhxXXvVCkxcI2hPEwosLGbx0MBULV+Teivc67waahlVt6I26RP1u1SVa1QqrzmismiNAd3Xe/VJy4QL6kiVoixejrV2LZrNx+/oWVbgwqmtXrB49sD3wAKcuXKBmzZoYhgHR59APfYZ+cjqaFXfrHMMTy/85++PIp4mhxJ5v8jwd/TsybOUwVp5Yyfsb3sfbzZsFkxYQGhtKWGwYKlEF75rFa/JikxfpX7+/tLEXooCKDg5m548/sm3SJKIuXUpxnuHuTv3+/Wn26quUrFMnByMUQgiRXpIgEkLkuMQFo1Oqi5PaOZmhLJPY4MO0mN6CXZd3gQEaGt2qd+O1Fq9xf8X7M/RXTO38Yoz/BjiSAVbRppitFoN7yUzHmFE3V0JF1i2W7vnB8ZH4HY1P9zkA1U9Vp3v97vxx5A8em/8Y659aT7Vi1TIbdrJUyVY36hI9jh66Hc2Kw9g3Bv3cfGxNJ0PRxpm+9s3HffNth+gouHwZo1Ur9M2bkz03pLArvr2eRD3yCKpdO3B3tx+42Y7ZFol+8Ev0w18lXTFkeGFVfR6r5mvgUSbTsedF/kX9WdJnCQsOLWDgsueIio/kRNgJx3FDM+hWvRsvNnmRdpXbyeoAIQqokGPH2PL11+ydMYOE6OgU53mWKEGT55+n8Qsv4FO6dA5GKIQQIqMkQSSEyHGJt/8krotjJqqLk9o5afL1ZbVp0t4wCI0JJerCdmIu78FKiGQX4OniycAGA3ml2SuZ6s6lnZiKsf1lNCwArNKdMO+dAy4+aZzpXGltrUtuPkDg+vSfA6CjM+PhGXSY1YEdl3bQ47cerH9qPcU8059kShevipjt1qD2BaIfmYiGhRa2G5dV92HVGI5VdywYGS9q7Eg6KgW7dqEHBqJt/g8tKso+fjxpB7KwssWYVjmElfU9+W7cDgoVT6ZWjjIpFvo77isno8Xd+ou5Mryxqr2AVeM18CiV4VjzC03T6FW7F6+eWYsVdRmluRDUagzFPIpR1LMoboZbbocohMgGSinO/vsvWyZM4Mgff9i/r6agWI0atBg+nHr9++PqKQXphRAiP5AEkRAiRxl9+tLeNDH69MWcOyfZObd3JUuuS1nizlu3M+fOYUHgqyy6z+B/3/oTlWBPBOiuXgTe+wbPNXqO4l7FMx68UugHP8DYP94xZPn1x2w6JWe2QWVCVlde3eTt5s3vj//O/f+7n6MhR+k9vzfL+y3H3cXdCVEmYnhgBXyCqtgbY9tzaOH70JSJcfgL9POLMZt8jyrVJv3XM020jRvRFi9GX7wY7fTpZKepevWwevTgZLtG1N/Un1gTJnX9gsrJJIe0y6tw2/06FcP33jpfc8WqNhSr9pvgXiLDDzs7pfZcySrdcMPV1w9TWVJbSIgCzLLZOLRwIZsnTODitm2pzvVr25bmw4ZRrWtXNF364QghRH4iCSIhRM4KD6e9boBlpvuU24tMw52dt26+CN50bhMTNk9gsftirG32FT6GZ3F8yjbGrVh13rrvrczFrUz0HcMwTkxxDJk1R2DV/xC0nPkFOLnkWlov/rNUrPk2ZX3K8sfWGtxb7SLrz67n+eXP81P3n7JlC5Eq1hTbA/+hH/oc/eCHaFY8WuQxXNZ2xPQfjLteKOWTIyKocewYxgsvoP3xB9rVq8lOU76+qJIlMZcsgWrVsFk2+s9oS6wZR8cqHXm24bNJT7h+EGPPW+gXlycZtsr3wKz/IRSqntWHnS2c9fkXQtx94q5fZ/dPP7H1228JTyHBDqC7uFC7d29aDB9OmUaNcjBCIYQQziQJIiFEnnP71qm0au3YLBshZUJo9XMrNp+/VUums39nhrUYxlPHluOiG5jKylxAZizG5oHo5xfdGgr4FKvG8MxdL7OSSa7l9Iv/+pdhQUIDHqq7k1/2/ULVolUZ02qM0+9zc+WTVedtrAqPYmwbih68EQDjxFSG1vTitZWn+arOZ2i7d/P0hQsYffqg7dmDdvw4g5K5pnJxQbVrh+rRA23ZMla7utHeMKCavZ7SV5u/YsuFLRR2L8wP3X64lfiKvYR+4AN7ZzJ162Mf7VEHo/lE9NIZWNEkhBD5wPWzZ9n63XfsmjqVuOvXU5zn7utLo2efpelLL1G4YsUcjFAIIUR2kASRECLPS63Wzv6r+xmwaAD7r+4HwM1wo3+9/rza/FXqlqwLgHZ8ReZvHh+G8e9j6NfWA6A0F8xmU1F+T2T+mvlcp7ASfHe0Ji/UOMR769+jUuFKDKg/AEM3nHaPJCufCtdmVcKbtPfcgP7PRLSTcZQ6Hc23pxdC1EIAUlq7o7y8UJ07Y/XogXrwQShSxH7guedYHRhIm3H2r6l9V/Yxbp397S87fknFwhUhIRz98Jf2ekjmrQKsyrMCCXXHczS6ITVlW5UQogC5uGMHm7/6ioPz56PMlFf6+vr50eyVVwh4+mncC6WyolMIIUS+IgkiIUS2utmlrLibT4odypJz+9ap299XSvHznp8ZtnIYMbYYinkW44XGLzC0yVBK+zipS0rMBVzWP4QWvs9+T8Mb897fUGU6Ouf62Sw99Z7Sklz9J4Ahl8pzdGA3vvjvC4YsG8KLK17Er4gf/kX8aVSmEW/c+wY+bpko2q0UBAfjf/o0+tdfo+3ejbZ7N+327cOw0l4Bpjw9UfXrszUhgSbvvIPq2BFSKI5682sqwUzg2aXPEm/G82C1B3myTm/0IxPQD36CFh9869qGN1atUfaC2Zo7HD6c8ccnhBB5jLIsji5bxpaJEzmzbl2qc8s1b06L4cOp+cgj6C7yMkIIIQoa+c4uhMhWN7uUBafQoSylFuS3b51K/H5EXAQv/fkSc/bbkx4dq3Tkp4d/opR38l2jMtoOHoDrh+zJoegzACj3kpj3L0EVa5L+a+S2TNR7ul1y9Z9u+qDdB0TGRzJ913QSrASOhRzjWMgx/jrxFydCTzDrkVnJ1yeKjoZTp9BOnUI7edL+9smTt96OiGAwwC+/OE5J7oeVVQT0SoCf/T+r8b2YD0+DwlVZHBhI44cfTvWx3fya+nTTp+y8tJPiHkWY0aAdrn/WQ4s565inNFesqs/ZC1B73Eg+pvKXdSGEyA8SoqPZO2sWWyZOJOTo0ZQnaho1e/Sg+fDhVGjZMlvqzgkhhMgbJEEkhMhWaSVnMrKqCGDX5V088fsTHAs5hqEZjGszjv9r+X/oqRSK3t16HGvMNbRrnb56PVrwfxgbHnWsHlHeVbC1WppnixDnFl3T+abLN0zoNIHzEec5GXaSfVf28cbf/8fmTfNYdrUM3d3qJ03+nDqFdulS2hdPRGkaeHmBjw/W8OH0Nf/jUNVSmIUU+3wj0c/YE4U6G9H+acJHXveyukyVO1Y93Xlhxd4LG1i4+X36+MAPlb0osnfUrcNoqEp9MesGgo9/pj5GBV2mkq9CiFwVefky27//nh2TJxMTHJziPFcvLxoMGkTzV16haNU7OzoKIYQoeCRBJIRwusSt1VOrH5QRSikm75jMqH9GEWfGUaFQBWY9Mot7K96brvPTW8xZO/sbxpZn0aw4+32LBGBr9Qd4lMl07FmRnS3KncWIjMJv434qr11L+7VreWWXwjABvsnQdZSLC/j5sa5QPCcqFmWPfwk+6/sB+ptvgasbWCbWyJGs+2ckhqZjKguzxSSsSn0xtr+CFnMWzYzm7Yh/6Fa6FIdDi2JsOgxm7I3/YtDMGMfbxF6msRXLnko3Aoi74IjFKtMVs/54KBLgtI9TfpH4+ZsWZz2/hRDZ7+r+/WyZOJF9v/yCGR+f4jyfsmVp+uKLNBoyBM9ikvwVQoi7iSSIhBBZlvgFZcC6QHwOhRBpBGV4dVBKwmLDeH7Z8/x++HcAulXvxtRuUynuVdwp1wdAKfRDn2DsG+sYskq1x7z3N3At7Lz7ZFCebFFus0FoCPrbb6OtXYu2YwdaOrdcqbJlUZUrQ+XKqCpVUFWq2N+uXBkqVADDYOi6QMeqlE+bNAEjafHr21etqLIPYuvcCn3vaIzj3wMQYF4hwLwC5zJWJ8gq1gKrwYeokq0ydF5BkqRAuBAiX1NKcWr1ajZPmMCJlStTnVuqfn1aDB9OnT59MNzccihCIYQQeYkkiIQQWXJ7Qii1mjWZcSzkGN3mdONk2ElcdVc+bP8hrzZ71bk1EKx4jO0voZ/6+dZQ5UGYTb4FveD9kpzRVUmesQk02X8ePWg02ratEBGBphTs3pXsfFW7NnFVqzAzcj27vCIoV/9eRvWbhFalSooFoxNLa1VKslsGXQthNZ6IqvQ4J9b2pIYVmnxsmisYHiRoLhyJDOWiCdXKtaJS6eaokq1RZbqA1NcQQuRzZkIC+3/9lS0TJ3Jl795U5/p37kyL4cOp3L691BcSQoi7nCSIhBBZ4uyEUGJHQ47SaXYnzkecp7JvZWY/Optm5Zo59ybxoRgb+6BfDXIMmfXfx6o5Kv8lCnx9WW2atL+54ub2929I1+qQ6Gi0+fNZOHEhzQ5exM2WcgcxVacOVtu2qNatUa1bQ4kSGECd81t4aWY7EqyNXDg7hU9rfoqz0m0pPQZV4j5aF+5PdXUdm7JY12ocGJ5geIDuAboLlyIv0fmXzhy8FsrjdR5nVsdZpN0fTQgh8j7LNDkwdy7rxo8n7MSJFOcZbm7U69+f5q++Ssm6dXMwQiGEEHlZylVdhRAiFx0NOUrHWR05H3Ge2iVqs/6p9c5PDkWewGV1a0dySOnu2O6ZjVXr9fyXHALMuXNYXbeOo6X97e+ny7596MOH4+Lnh8vgwdy39/wdySHl7Y0qXx7bL7+QcO4ctl27sCZMQPXsCSVKOOY1L9+cLzp+AcCk7ZNoP7M9Z8LPZPyB+fqy2ssTfH3TNV1pGseNopwwioJXRXAvgU33YNnxlTw2/zGqfFOFg9cOUtq7NBM7Tcx4PHe5NWvW5HYIQojbKKU4smQJ05o2ZcmgQSkmhzyLF+e+t9/mpePH6TZ5siSHhBBCJCEriIQQTuWMrkaHgw/TaXYnLkZepE6JOqx8YiWlfUo7MUrQrm3C+PcxtPhrwI029vctRBVv4dT75AsxMWjz5qFPm4a+adMdh68VLUrRXr1Qbdqgf/8DeHqBZaJ69Urz0i80eYEKhSvwzB/PsOXCFppPb87PD/9M56qdUz0v8TY4c+4cVgcG0mZc5mparTm1hmf+eIbzEecdY/eUv4fPH/jcuXWs8iGjT1/amyZGn77pTiRKjSIh8pZTa9YQNGYMF7ZsSXFOserVaT5sGPUHDMDVyysHoxNCCJGfSIJICOFUWe1qlDg5VLdkXVY+sZJS3qWcGqN2Zi7G1sG3OpUVqoWt1WLwruLU+zhdClvGMm3/fvSpU9Fnz0YLC0tySHl6onr3xho8mB3R0bRr395+YPpPGb7NQ9UfYvMzm+m3sB87Lu2g+9zudKvejd61e/NQ9Yco7H5nEfCsJCASJyk3n99Mz3k9iUqIooRnCQbUH8CggEHUKVkn09cvUMLDaa8bYKWvyLgQIu+4sHUrQWPHcmrVqhTnlG/Rgpavv071bt3QdNk4IIQQInWSIBJCZLskRZFTSXIcunaITrM7cSnqEvVK1mPlEysp6V3SeYEohX7oY4x9gY4hq1Q7zJZzwa2I8+6TTcy5c7DWrMFMJXmSZgHqmBi0+fPtiaFkVgupunWxhgzBeuIJKFIEAGesFalSpAprB67l//75PybvmMyyo8tYdnQZ7oY7nat2plftXnSr1o1C7oWSPT8jhbVvJil7P9abDrM6EJUQRccqHVnQewEeLh5OeDRCCJF7ruzbx7p33+XIkiUpzilZrx5tx4+nWrduUnhaCCFEukmCSAiR7RKvBklpu9DBawfpNLsTl6MuU79Uff7s96dzk0NWPMb2F9FPzbg1lA87laW1sibF4/v327eQzZp152ohDw/7aqEhQ1AtWji9/tKaNWto164d7i7ufNPlG55v/DzzD85n3sF5HA05ypIjS1hyZAkeLh50qdqFXrV78WC1B/Fx80n7caWg1j216DanG6GxodxT/h5+e+w3SQ4JIfK10BMnWP/ee+z75RdQKtk5RatWpXVgIHUef1xWDAkhhMgwSRAJITIkYF0gwfGRFHfzYXfr5LeRZbSN+oGrB+g0uxNXoq/QoFQD/nziT0p4lUj7xPQqSJ3KMiImhoZ792K0bYu+ceMdh1WdOrdWCxUt6rTb3kwIgb3GjW6aGJ98Cr6+mHPnUK9UPeqVqkdg60D2Xt3L/APzmX9wPsdCj7Ho8CIWHV6Ep4snXat1pVftXnSt2hVvN+903dtm2dh1aRfjT413bFNc9PiidJ8vhBB5TeTFi2z48EN2TZuGZbMlO8enXDlajR5Ng6eewnB1zeEIhRBCFBSSIBJCZEhwfCSGphOcSlv7tFZ7JE4g7b+6n86zO3Ml+goBpQP4s9+fziscbNnQTs/E2D8eLcZeoFjpHpjNp6Mqpl1gOd86cMCxWujx0NAkhxyrhQYPRt1zT8YTZOmog5SkiPHNGje6AeHhSeZpmkaDUg1oUKoB49qMY/eV3cw/OJ8FBxdwPPQ4Cw8tZOGhhXi5evFgtQfpVbsXXap2wcv1VoHVOFsc2y9uZ/3Z9Ww4s4GN5zYSER8B2Le1Le+3nGKemS+YLoQQuSU6OJj/Pv+cbZMmYYuJSXaOZ/Hi3Pv66zR+4QVcPT1zOEIhhBAFjSSIhBA57mbyYN+VfXT+pTNXo6/SsHRD/nziT+e8mFcK7cIfGHtHo0UcujVckDuVxcSgLVhgTwz9++8dh1Xt2vbVQv37Z2m1UFodxQLWBeJTJoRF6wJTXGGWHE3TaFi6IQ1LN+S9Nu+x6/Iu5h2cx4KDCzgZdpL5B+2rjLxdvelWvRv+RfzZeG4jWy5sIdYWm+Ravu6+tPFrw2cPfEZZn7KZfqwifTK6YlAIkbr4yEi2fP01m7/8krjr15Od4+bjQ/Phw2kxfDjuhe8s9C+EEEJkhiSIhBAZcnsb+8y2td97ZS+dZ3fmWsw1GpVpxIp+K5ySHNKubUTf8zZ6cNItVVbZbpiNvgLvylm+R56SaLWQlsxqoZ3VqtHg229RLVvmyHa64PhIwmp4YKaywiwtmqbRqEwjGpVpxAdtP2DHpR2OZNHp8NP8duC3JPNLeZXi/kr306piK+6rdB/1S9bH0J3U6e0uk1aCT5s3n/KnT6PNm4/qbV+FJy3vhXAOW2wsO378kY0ff0z01avJzjHc3Wn64ou0HDUKrxJO3IothBBCIAkiIUQG7W49jjXmGtq1bpfs++mx58oeOs/uTHBMMI3LNGZFvxUU9cxiDZzrBzD2jkG/8EeSYat4S6wGH6JK3Je16+c1hw9jDB+Onkx7Y8dqoSee4Nru3ah7782FAJ1D0zSalG1Ck7JN+KjdR2y7uI0FhxYQHB3MPeXv4f5K91OjWA3p0uMkySX4EteUUr17cX7fXkdySAiRdZbNxp6ZM9nw/vtcP3s22TmaYRDw9NPc//bbFK5QIYcjFEIIcbeQBJEQIsNuXzGQkRUEuy/vpssvXQiOCaZJ2Sas6LeCIh5FMh9M3DX7VrKT/0PDcgyrQjUx63+AKte9YBWittnQv/oKffx4tLg4x7Byd0f16mXvRJZotVB+Wd2ROAmREk3TaFauGc3KNcuhqATcVlNKCOE0yrI4uGAB6959l5CjR5OfpGnU7dOHVmPHUqxatZwNUAghxF1HEkRCiByz/+p+uv7SleCYYJqWbcryfssznxxSCu3UDIw9b6LFB98a9iiHWS8Q5fck6AXsW9yePRjPPYe+Y4djSFWpgvXyy/baQsXybzFmSUIIIe4WSimO//kna8eO5fLu3SnOq/bgg7QdP55SDRrkYHRCCCHuZgXs1ZMQIq86HHyYLr904VrMNZqUbZK15ND1AxjbX0G/tt4xpFwKY9V+Havay+DilcrJ+VBcHPpHH6F/+inajRbHStexhg3DCgwErwL2eIUQooA6s2EDQWPGcC6ZZgI3VWrdmrbvvUeFli1zMDIhhBBCEkRCiDQErAskOD6S4m4+GepKldjx0ON0nt2Zy1GXaVCqAcv6LstccsiMQT/wIfrhL9FUgmPYqtgHs+Fn4FEmU/HlZdrWrRhDhqAdOOAYU7VrY/74I6p581yMLHmZKVqe2c5nQgiRX1zauZOgsWM5sXJlinPKNmlC2/feo3KHDlJXTQghRK7QczsAIUTes2bNGsfbwfGRGJpOcCa7Up0OP03n2Z25EHmBOiXqZLpbmXbpL1xWNsI49IkjOaS8/bG1WoZ5z8yClxyKjkZ/802MVq0cySHl4oL51lvYtmzJk8khsBctf+BSsQwleoLjIzlXwyPTX2Mi+xh9+tJ+/wGMPn1zOxQh8qXQEydYNGAA01u0SDE5VLxWLXrOncugjRup8sADkhwSQgiRa2QFkRDiDs6qB3Pu+jk6z+7MmetnqF6sOn8+8SclvUtm7CIxFzF2/x/62XmOIaW5YtX6P6zab4LhmeU48xpt/XqM559HO3bMMaYaNcI2ZQoEBORiZHZt27bN7RBETgkPp71ugGXmdiRC5CtRV6/y70cfsWPyZKyEhGTn+Pr50WrMGOr1749uGDkcoRBCCHEnSRAJIbLFxciLdP6lMyfCTlC1aFX+6v8XZXwysMpHmejHf0TfOxrNdt0xbJVohdnkWyhcOxuizmUREejvvIPxww+OIeXujjVmDNaIEeCSN75lSzFpIYRIXkJ0NFu+/ppNn31GfEREsnO8S5fmvrffpuEzz+Di7p7DEQohhBApyxuvNoQQeYYz6sFcjbpKl1+6cDTkKH6+fqx8YiXlC5VP/wXCdmFsfwk9ZKtjSLkVxwz4xN6drAAuv9f++gvjxRfRzpxxjFktW2JOngy1auViZEIIIdJi2WzsmTGDdePHE3nhQrJz3H19aTlqFE1fegk3b+8cjlAIIYRImySIhBBJBMdHElbDAzOT9WCCo4Pp8msXDl47SPlC5Vn5xEoq+VZK38m2SPT949GPfoOmbm1psSo/hdngI3AvkamY8rSQEIxRo9BnznQMKS8vrPffxxo6FPLBtoM1a9bIqqK7iGwxFOIWpRRHly4laPRorh08mOwcw82Npi+9xL1vvIFnsYzX4BNCCCFyiiSIhBBJZKYL1U1hsWE8OOdB9l7ZSxnvMqx8YiX+Rf3Tda52fjHGztfQYs45xlShWphNvkOVbJXhWPIDbdEijFdfRbt0yTFmtW+POWkS+Kfv45bbAtYF4nMohEgjKEMrziSplDel5/kvnzch7M5v2cLqN9/k7IYNyU/QNOo98QRt3n0XXz+/nA1OCCGEyATpYiaESOL2LlTF3XwwlUVxN59Uz4uIi+ChOQ+x89JOSniW4M8n/qRG8Rpp3zD6DMa/PXHZ2NuRHFK6B2a9cdg6bSuYyaErVzD69cPl8ccdySFVuDC2H37AXLEi3ySHIPMdyIKCgrInIJExvr6s9vIEX18gmS50tx0XQkDwkSMs6NOHn++/P8XkUJWOHXl282Ye/uknSQ4JIYTIN2QFkRDiDom3kKRnVUhUfBQPz32YLRe2UNSjKCueWEGdknVSP8myoR/9Bn3/eDQz6tZw6Y6Yjb8Gn6qZDT/vUgrt118xRo5ECw52DFsPPoj57bdQoUIuBifuRubcOawODKTNuOSf52kdF+JuEnn5Mhs++IBdU6di2WzJzindsCHtP/yQKg88kMPRCSGEEFknCSIh8rjc2IqTkfvFJMTQc15P/j33L77uvqzot4KA0qm3YteCt2BsfxEtfI9jTLmXxmz4Oari4wWyCDXnzmG8/DL68uWOIVW8OOaXX6L69i2Yj1nkC1JTSIjUxUdGsnnCBDZ/+SXxkcmvlvT186PNuHHU7dsXTZcF+kIIIfIn+QkmRC5as2ZNmmN5eStOrC2W3gt6s+b0GnzcfFjadymNyzZO+QQzFn3XSIzVrRzJIYWGWfV5bF32oir1KXiJEqXQpk3DpWHDJMkhq1cvbLt3o/r1y9ePubibDxWOxCbZgigJh/xFagoJkTwzIYEdU6bwfe3arB8/PtnkkGexYnT49FOe37ePek88IckhIYQQ+ZqsIBIiFwUFBTlenAWsCyQ4PhK/o/EZLvibFbt376ZmzZoZPi/ejKff7/3468RfeLl6seTxJbQo3yLlE64fxOW/AWjhex1DyrcBZpNJqOLNMxN63nfiBMbQoeiJkn6qTBnMb75B9eiRi4E5z+7W4whcFci4obe+XiXhIITIz5RSHFm8mDXvvEPI0aPJznHx8KDZyy/T8vXX8ShSJGcDFEIIIbKJJIiEyCVGn760N02MPn0x584hOD4SQ9M5l6jF/O1znK3RhnF4hQQzas02irv5pDspZbNsPLnoSZYdXYaHiwe/9/6d+yvdn/xkpdBOTsfYNQLNjLEP6e5Y9cZjVX8F9AL4bcg00SdNQh8zBi062jFsDRyI+dlnULRoLgYnROpkBZi4m53duJE1b73FuU2bkp+gaTQYOJDWY8dSuGLFnA1OCCGEyGYF8JWZEPlEeDjtdQMsM2tzsiAkIYrgam4Ymp7uLlSmZTJoySB+P/w7boYb83vNp13lFFaMxIdibB+Kfm6hY0gVro3tnlngW98ZDyHvOXQI47nn0P/7zzGkKlXCnDQJ1alTLgYmRPrICjBxN7p26BBBo0dzZMmSFOdU7dqVdu+/T6n6BfTnlxBCiLueJIiEuIsVc/XG63Aw52rqabaxB7gYeZE3Vr3Bbwd+w0V3YU7POXTyTz7poV3biLF5IFr0GceY6f8cVsCn4OLltMeQZyQkoH/5Jfr776PFxTmGzRdewPrgAyhUKBeDE0IIkZzIS5dYN348u3/6CWUm/8eYsk2a0P7jj/Fr0yaHoxNCCCFyliSIhCjgUuuCtvP+QN5Z8Q4fvPABhmEkO0cpRdDpICbvmMySI0uwWTYMzWDWI7N4qPpDyZxgoh/8GH3/e2hY9iHXIphNJ6MqPOq0x5Wn7NqFy3PPoe3a5RhS1aphTp6MatUq9+ISQgiRrISYGLZMnMimTz9NsTNZEX9/2o4fT+1evaT4tBBCiLuCJIiEKOASF8LOiLDYMGbumcnkHZM5EnLEMX5vhXt55/536Ojf8c6TYs5jbH4K/eo6x5BV4n7MFv8Dr0qZCT9vi4tD//BD9M8+Q7PZAFC6jjV8OFZgIHh65nKAQgghElOWxf45cwgaM4brZ88mO8ezRAnuf+cdGg8ZguHmlsMRCiGEELlHEkRC5KAkq3l8fVltmrRPYeWOMwSsC8SnTAiL1gWmuwD19ovbmbxjMnP3zyXGZi8q7ePmQ/96/RnSeAgNSjVI9jzt4nKMLc+ixQcDoNCx6ryDVfutAlmIWtuyBWPIELSDBx1jqk4dzB9/RDVrlouRCSGESM7Zf//ln1GjuLhtW7LHXTw9aT5sGC3/7/9wL1w4h6MTQgghcp+slxUiBwUFBTneNufOYXXdOo7uZMXdfDCVRYUjsemqB5QewfGRnKvhkWYB6uiEaP63+3+0/KklLX9qyf92/48YWwz1Stbjm87fcPqV03zT5Zvkk0NWPPruN3DZ8Mit5JBnBcy2/2DVHVPwkkPR0eivv47RurUjOaRcXDDfeQfb5s2SHEpDwLpAKvwzkn/KhBCwLjC3wxFC3AVCT5xgYd++zGzXLvnkkKYRMGgQQw8epO348ZIcEkIIkcS0adO47777qFSpEpUqVaJTp078/fffAISGhvL666/TrFkzypYtS7169XjjjTcIDw9Pco2zZ8/y+OOPU65cOapXr86YMWOw3diBkJcUsFduQuRfN1f4rDHW0K519nURSryK6UjwEYLcg5j+3XTC4sIAcDPceKzWYzzf+HlaVmiJpmkpXyzqJMZ/A9BDtjqGrHIPYTb9EdyLZ9tjyC3a2rUYL7yAdvy4Y8xq3BhzyhRokPzKKpFUcHwkhqZzroYHZjo75wkhRGbEhoXx78cfs+3bbzHj45Od49e2LQ98+imlGzbM2eCEEELkG+XKlSMwMJCqVauilOLXX3+lf//+rF27FqUUly5dYvz48dSqVYuzZ88yYsQILl26xM8//wyAaZr06dOH0qVLs3LlSi5dusTQoUNxdXVl7NixufzokpIEkRA5JL3bvbK7xfSqoFWElAlhyo4prDm9BtyBOKhSpApDGg3hqQZPUdK7ZJrX0c4twNj2AlqCPTuuNFesgI+xqr0MqSWV8qPr19HffhtjyhTHkHJ3xxo7Fuu118BFvpUKIUReYSYksHPqVNaPH09McHCyc4pVr06HTz6hWrduqf8hRAghxF2va9euSd4fM2YM06dPZ9u2bTz55JPMmDHDcaxKlSqMHj2a559/HpvNhouLC6tXr+bw4cMsWrSIUqVKUb9+fd5++23effdd3nzzTdzyUL27AvOqxrzRmtRMoUWpELktOD6S0BoeWPGRjq/T1q1bp/o1aygABSrzX9sKMOMj+XXvrwzbOoEoj8Mk/B4NgK7pVI6vzOd9Pqdztc7omn3Xaar3MmNw2fMGLid/dAxZ3v4kNJ+BKtoELCtTceZV+sqVuL78Mtq5c44xq2VLEn74AVWjhn3gLv++o5RK8WtGL+zLGtOkfWQkytfXPj/RcdM0KebqTaEDoUTUKZpvvoffTT9z0vo+JURGZOdzRynFiT//ZPVbbxFy+HCyczyKFeP+d96h4ZAhGK6uWAXsZ5YouO6mnztCOEtKzxul7L+NXr9+PckfCdzd3XF3d0/zmosWLSI6OppmKZSWuH79OoUKFcLlxh+Rt27dSp06dShVqpRjTocOHRg5ciSHDh2iQR7aiVBgEkQnTpwA4NixY7kciRDJs9lsGJqOqSwO3/jFtWzZso63k1PbNEFZYKlU5yW2a9cuSlYvyfbg7YSd/htb5AWsuOs8tesnxxzNxZNn/fvzWOXH+Hv+3/hb/hw9cjTNa7vHncTv7Bu4xN3qahZauAvnyo3GuuIDV9IXY35ghIdT7rPPKLZ0qWPM9PTk4rBhBD/+OCgF6fycFHTx8fEpf32+O5YVM2ZQcuBAAGxnJmPcTETeeC7MKdmXGadnMLBN33R/necVd8PPnLS+TwmRGc5+7oQfPsy+L7/k6ubNyR7XXFzw79ePmkOG4Fa4MMdu/N4oRH5zN/zcEcLZbn/eaJqGn58f9erVIzLyVsmDN954gzfffDPZa+zfv5/OnTsTGxuLt7c3M2fOpFatWnfMCw4O5rPPPuOpp55yjF25ciVJcgigZEn7jo3Lly9n+nFlhwKTIPL39+f48eNUq1YNIxu7QgmRWS4XXNA1HU1Z1KxZM33nGAYYOpjJn9NowziC4yPxscUxslQAG85uYNnJZUScirhtpkaj0g05hMLdtyKuhSvyTYcvME2Tv+f/na7njX56Fq6HhqGZ9tVHyvDE1uALPCsPonoBW56v//47rq+9hpboG7bZvj22SZMo4edHiVyMLS9yc3NL9Wu6Y8eOjuM3nwdAkudCWtfIa0zT5NixY/IzR4gMcvZzJ/LiRdaPH8+en3+2J+6TUeORR2j7wQcU9ffP8v2EyC3yc0eIjEvpeaOUIj4+nn379t2xgigl1atXZ926dVy/fp3Fixfz4osvsnTp0iRJouvXr9OnTx9q1qyZYqIpryswCaKbn3DDMOSbpsgxSdrWp8PNbz/p/hot4stq06R9Ml/X16KvcerIEuJDT3LVFsPLiW7iorvQtGxT9ljxuBeuiOFdms1dvqXCPyMdq5gSXy/V540tEmPHq+inZzmGVOHa2O6ZDb71KFDPtsuXMYYNQ1+40DGkfH0xP/0UNWgQegFLhDlLu3btUv2a7tChQ5L3E38Ub56X1jXyKvmZI0TmZPW5kxAdzeYJE9j02WckREUlO6dskyZ0+OwzKt1/f6bvI0ReIz93hMi42583N7eYFS5cON116Nzc3PC/8YeGhg0bsnPnTn744QcmTJgAQEREBL169cLHx4dZs2bh6urqOLdUqVJs3749yfWuXr0KQOnSpTP9uLKDtLkXIhVr1qxJ9XjitvXZwZw7h9V162DOnZNkfOXxlTT+sTGxVw9g2WJAM2hTqQ2j7x9Nv/h+XBt5jXVPrcOn4n14FKmM7pL6XtqUaMH/4fLPPUmSQ1aVp7F12AS+9bL02PIUpdBmzcIlICBJcsh66CFsu3ejnn664BXediJnFFbP7uLsQoiCQVkW+2bP5od69Vj37rvJJocKVajAwz/9xKB//5XkkBBCiGxhWRbxNzpkXr9+ncceeww3Nzd++eUXPDw8ksxt1qwZBw4ccCSFwP46s1ChQnluBX2BWUEkRHYICgpK8YWr0acv7U0To0/fOxI4N2V0hVFaohOieXv120zaPskeg0dRfCu3xfApy9+dJmD06ctq06TQgGdSjCldYi5i7H0b/fRsx5By8cFsMglVqW9WH0becvYsxssvo69Y4RhSJUpgfvUV6vHHJTHkZMXdfAiOj8TvaDyRdYvldjhCiHzkzIYNrBo1iou3/RX2Jldvb1qOGkWL4cNx9fLK4eiEEEIUVOPGjeOBBx6gYsWKREREMH/+fDZs2MCCBQscyaHo6GgmT55MREQEERH2ch8lSpTAMAzat29PzZo1eeGFF3j33Xe5cuUKH3zwAYMHD06zKHZOkwSREJkVHk573QAr5W4SqSWY0svEZN3pdfx18i8WHFzA8dDjALzc9GXmYuJiuGEqK9mYbr4YL+7mk76bWfHoR79BP/ABmu1WwTaraGPMFjOhUPUsPZY8xbLQp01Df/NNtIhbNZusxx/H/OoruFE4TjjX7tbjAAhcH8i4oeNyORohRH4Qevw4q99+m8O//578BE0jYNAg2rz7Lj5ly+ZscEIIIQq8a9euMXToUC5fvkzhwoWpW7cuCxYsoF27dmzYsIFt27YB0Lhx4yTn7d69m0qVKmEYBnPmzGHkyJF07twZLy8v+vXrx9tvv50bDydVkiDKQwLWBTpezN98EeXsFSjCiXxv1QdKTnpWGKXm0LVDjAkawwq3FXw6+1PHeDHXYsx4bAad/Dvx2z8jU73Gza+jm4q7+eCzPyTZlRvapb8wdo1Ai7jVoUy5FsWq9y6W/xDQC9C3i+PHMV54AX3tWseQKlsW89tvUd2752JgQgghbooJDeXfjz5i23ffYSUkJDuncvv2dPjkE0oHBORwdEIIIe4W33zzTYrH7r//fkJDQ9O8RqVKlZg3b54zw8oWUoMoDwmOj8TQdILjb63cyO4aNyLzUqoPlFVKKabvms49P93D4iOLidfiKelVkr51+zKt+zSeinyKTv6dAHvCp8KR2HSvENrdehwPXCqWJHFUzC0M1029cVn/kCM5pNAw/Ydg67ofq9rQgpMcMk30iRNxadw4SXLIGjTIXmtIkkNCCJHrzIQEtn73HT/Urs2WCROSTQ4Vq1GDxxctot+KFZIcEkIIIZxEEkRCOFHiota3J5DSk8wJiQmh78K+vLD8BaIToulQuQP/Pf0fZ4edZUaPGTxZ/0k8uFX07I6Ej68vq708wdc37WDNWFwOvMeb9WZiXFzqGLaKt8T2wH9YTb4D9wLU0P3AAYy2bTFGjUKLiQFA+flhW7YMc8oUKFIkd+MTQoi7nFKKo0uX8mPDhvz92mvEhITcMcezeHE6TZjAkJ07qfbgg+nuPiOEEEKItEmCKB9Kq7OWyD2prfhKbvVOYv+d+4+mU5vy++HfcdFd+Kj9Ryzrt4zGZRuja/anqjZvPuVPn0abNz/Za6R3VZN2eRUufzXG5dCHGJr9L7PKoyy25j9htguCoo3SfrD5gc2GFhSEPnw4Ls2bo2/e7Dhkvvgitp07UR075mKAd6+2bdvmdghCiDzk8q5d/NKlC/N69iTk6NE7juuurrQYMYKhBw/S9MUXMRK1DxZCCCGEcxSQfSN3F2cUPhbOF7AuEJ8yISxaF5hiEiilF8Uz9szgxRUvEm/GU61YNWb2mEmTsk3umKd69+L8vr2o3r1SvGaqL7xjr9C7whJc1n1065q4YFZ/BVV3NLgWSvnc/CIyEu2vv9CXLEFbsQLttj3Bqlo1zClTUNL6OFfJ9zAhBEDEhQuse/dddv/8MyiV7JxaPXvS7oMPKFq1ag5HJ4QQQtxdJEEkhJMEx0cSVsMDM1ENqdvd/qLYZtl4a/VbTNwyEYAeNXowvft0CrmnP1Fz+zWTfeGtLLSTP2HseYtGRcIcw1bxlhwtMhK/+t0wUii2nS9cuoS2bJk9KbR6NVpc3B1TlKsr1quvYo0dC56euRCkEEIIAFtMDAfnz+fIokUcW74c241tv7cr26QJD3z+ORXvuy+HIxRCCCHuTpIgymey2hlLpI/Rp6+9ZbyPT7Z9rMNiwxiwaAB/nfgLgHfuf4cxrcY4tpM5Tfg+jO0vowdvdAwp16KYDT7CVulJYo/cuZQ/Xzh0CP2PP9CWLEHbsgUtmb88q0KFUF26YHXvjurSReoMCSFELomLiODYsmUcXLCA4ytXYsbGpji3UIUKtHv/fer27YumSzUEIYQQIqdIgiiXZbiNfXg47XUDLDP7ghIQHg66QfvomCQf69Q+X8m1kE9pu9fh4MP0nNeToyFH8XTxZFr3afSq3SvZuZlmi0Y/+AH64a/QlM0xvCO0HvUH/gkepcDMZ19HloX2228YH3+MduBAslNU+fJYDz2E6t4d1aYNuLvncJBCCCEAYsPDObZ0KYcWLuT4X39hJrO6MzFXb2/uff11mg8bhquXVw5FKYQQQoibJEGUy6SeUP6S2udrd+txBK4KZNzQW/WHkpv714m/6P97f8LjwqlYuCLze82nURnnFoXWLv6JsXMYWtRJx5jyqYbZ+FuuHdDsyaH8RCm0xYsxxo1D27//zsN169pXCT38MKpxY5C/OAshRK6ICQ3l6B9/cGjhQk7+8w9mfHya52iGQcBTT9H63XfxKVMmB6IUQgghRHIkQZSH3Sx6PO2fkRR380mx8LHIPRnpxKSUYuKWiby5+k0sZdGyQkt+6/kbpX1KO++eMRcxdo1EP3ery5nS3bBqvY5V63UwPGiXsdvlLqXsBacDA9F37EhyyGrRAvXYY1jdu4MULhVCiFwTHRzM0T/+4OCCBZxatQrLZkvzHM0wqNy+PbV69qTGww/jXbJkDkQqhBBCiNRIgkiIdEquS9ntK4RSSt7E2eJ46c+XmLFnBgCDAgbxTedvcHfJ+PanlFYwaZf+xvivP1pCmGPMKtkGs8m3UKhmhu+T27S1a+2JoY0bk4xbzZtjjR+PatcONC2XohNCiLtb1NWrHFmyhEMLFnBqzRpUOrYs6y4uVO7QAd+WLWk1eDA+pfLZalYhhBCigJMEUR5yew2b5LYsidyTmS5lAJciL/H4gsf57/x/6JrOZx0+4+VmL6M5MbmhH5uEvnMEGhYAyq0EZsAnKL8B+S6Jom3ejP7uu+irViUZVwEBmOPGobp2zXePSQghCoLIy5c5sngxBxcs4MzatSjLSvMcw82NKg88QK2ePanevTtuhQtz+PBhPIsXz4GIhRBCCJERkiDKQyQhVPDsvLSTx+Y9xrmIcxTxKMLsR2bT0b+j825gJaDvGolx/IdbQ+W6YzadAu757JfvXbsw3n0XffnyJMOqVi3MwEDUo49KbSEhhMhhERcucHjRIg4tXMiZ9eshmY6RtzPc3anaqRO1evak2kMP4eHr6zhm5rfmCEIIIcRdRBJEeUxGatqIvO23A78xZOkQYmwx1ChWg4W9F1KjeA3n3SA+FGPTE+hXbq20MWu9jlVvPGj5KJFy8CDG+PHoCxYkGVb+/phjxqD69gXDyKXghBDi7nP93DkO/f47hxYu5NzGjelKCrl4eFC1Sxd7UqhbN9wLFcqBSIUQQgjhTJIgykVZqWkjnC+1FvYZYSmLd9e+y8cbPwagS9UuzOwxE18P3zTOzICIo7hseAQt8ihgL0RtNv3BvqUsvzh+HOP999F+/RUt0TYFVaEC5jvvoAYOBFfXXAxQCCHuHuGnTzuSQuf/+y9d57h6eVG1a1d7UqhrV9x8fLI5SiGEEEJkJ0kQ5aJM1bTx9WW1adJeVlTc4fYET0YSPgHrAvE5FMJpcynF3XzYl8kYIuIiGPTHIP448gcAI+4ZwQdtP8DQnff50q6swdjYFy0hFADlXhLz3nmoEvc67R7Z6uxZ9I8+Qv/f/9ASdbpRpUtjvfEG1uDB4OGRiwEKIcTdIezkSQ4tXMihhQu5sHVrus5x8/Gh2oMPUuuxx6jauTOuXl7ZHKUQQgghcookiPIZc+4cVgcG0mac1Cm6XVBQUJKE0O3vp+Zmss648XZmnAw7Sc95Pdl/dT9uhhvfP/g9T9Z/MlPXSol2YirGjlfRlD2xogrXxXb/7+Bd2an3yRaXLqF/+in6lClo8fGOYVWsGNb//R/W0KHg7Z2LAQohRMEXcuyYIyl0aceOdJ3jXrgw1R96iFo9e1KlY0dcPT2zOUohhBBC5AZJEIkCIbnteqkx+vSF8HDw9cWcOyfL9197ei19F/YlOCaYMt5lmNdrHi3Kt8jydR3irmLsHIF+dq5jyCr7IGaLmeCax+s8BAejf/EF+qRJaNHRjmFVuDDWsGFYw4ZB4cK5GKAQQhRc8VFRnPv3X06tWcOJv//myp496TrP3deXGg8/bE8KPfAALu7u2RypEEIIIXKbJIjyIalLdKf0bNdLIjwcdMP+bxZN2TGF4X8Nx2bZaFymMfN7zadC4QpZvi4ASqGd+RVj10i0+GDHsFnjNawGH4KWh7cahoejT5yIPnEiWkSEY1h5eWG99BLWiBEgbY6FEMKpzPh4zm/ZwqnVqzkdFMT5zZuxEhLSda5nsWKOpFDl9u0x3NyyOVohhBBC5CWSIMqHnFFIuaAp7uaDz/4QIusWS3GOs4pQ35RgJjDi7xFM3jEZgD51+jCl2xQ8XZ209D76DMb2l9Ev/ekYUm7FMBt+ifJ7wjn3yA5RUeiTJqF/8QVaSIhjWLm5YT3/PNbrr0Pp0rkYoBBCFByWaXJ5925HQujshg0kJFqtmRbPEiWo2aMHtXr2xK9tWwxpDiCEEELctSRBJAqE3a3HEbgqkHFDk99edrMIdaQRlK4taGmJio/i0XmPEnQ6CA2N99q+x6iWo9A0LcvXRlnoxyej730HzXZrRZRVsTdmwy/BI48mV2Jj0X/8Ef2TT9CuXHEMKxcXrKefxnrzTahYMRcDFEKI/E8pxbWDBzkdFMSpNWs4s24dsaGhGbqGV6lS1HzkEXtSqHVrdBf5dVAIIYQQkiDKVcXdfAiOj6S4m7SFzYyMrAjK8Ba0VCilGLRkEEGng/Bx82FGjxk8VP2hLF8XgOuHMLa9gB688db9PMphNvkGVa67c+7hbAkJaD//jPHhh2jnzjmGla6jnngCc/Ro8PfPxQCFECJ/ssXGEnbyJKHHjxN64gQXt23jVFAQUZcuZeg6mmFQvnlz/Nq2pcoDD1Dh3nvRpRuqEEIIIW4jCaJc5IyVLHez27uU5VRtpqhz/7H44jbcDDeW9lnKvRWd0F7eSkA//Dn6gQ/QrFsdvkz/wVgNPgJX36zfw9lME+2XXzA++ADtxIkkh6xevTDHjIHatXMpOCGEyB9iw8IIPXGC0OPHCbvxb+iJE4SeOEHE+fOgVKauWzoggMrt2+PXti0V778f90J5vKGBEEIIIXKdJIhEgZE4WWT06Ut708To09cpXcpuir52iOiL2wD4/sHvnZIc0kK2Y2x7Di18r2NM+VTDbPI9qlSbLF/f6SwLbeFCjHHj0A4fTnqoWzfMwEBo2DB3YhNCiDxGKUXUpUuOJNDNBNDNZFBMolptWVGsenVHQsivTRu8SpRwynWFEEIIcfeQBJEomMLDaa8bYJmZO9/XF8LDWe3jQ/sby/ATIi4SfuIfAEa1HMWT9Z/MWoy2aPQD49EPT0DDAkBpBlaN4Vh1x4LhpGLXzqIU2rJlGO++i3Zbm2TrgQew3n0X1bx5LgUnhBC5x7LZCD992rHyJ+zECUKPHbO/ffJkhopGp1ehChWo3K4dldu1w69tWwpXcFL3TCGEEELctSRBJO4K6elyltjNVUerAwNpM24cp8NPE3Z0GSgTt6L+vNf2vSzFo10Jwtg2FC3quGNM+TbA1mwKFG2cpWs7nVJoq1ejBwaib9mS5JB1331Y48ahWrfOpeCEECJnJERHJ90KligZFHbqFMrM5B8k0sG7dGmK+vtTtGpVyrdsSeW2bSlarZpzGiMIIYQQQtwgCaK7UGbavad1jrNbyDvbHV3OfH1ZbZqO1UE3E0inq7vdUTQ8Ii6CR397FGWLwcWrBIX9O6JreuYCiQ/D2PMW+slpjiGlu2PVGY1VcwToeau9sPbvv/bE0Lp1ScatJk3siaGOHUFeoAghCoiYkJA7toGF3EgIRV68mG331XSdwpUqUdTfnyL+/hSrWpUi/v6O96V+kBBCCCFygiSI7jJGn77oponxw+R01eYx+vSF8HB0H59Uz7m9YHR2y2qNIXPuHMfqIEgmgXRDqzateGrJU+y7ug/d1YtiNbqD4ZbxgJVCO78IY+dwtNhbLzKsEvdhNv0BCtXM+DWzkbZ9uz0x9NdfScZV3bqY776LevhhSQwJIfIdZVlEXrzoSPrcngyKDQvLtnsb7u4UqVLFnvypWtW+IujGqiBfPz8Mt0z8bBFCCCGEcCJJEN1tMlqbJzwcdIP20TGZr+eTHdJ6HLetEMqsVaxi6dGluBvueFXvhuFeGFNZGbtI2C6MXaPQr651DCkXH6z6H2JVfQ4yuxopO+zdizFuHPqSJUmGVfXqmGPHonr3Bj0PxSuEELcxExLs9YBuKwYdevw4YSdPYouNzbZ7u/v6UjRR8qdI1aqO9wuVK4cm3z+FEEIIkYdJgkhkWXZ1DMuK21cIZcaMPTP44r8vAJjy0BRG3ehelm4xFzH2BaKd+hmNW22KrTJdMZt8A16VMh2bs2lHj2K8/z7avHloiVoqKz8/zNGjUf37g4t8uxBC5A036wHdTP4kXhEUfuZMttYD8ilb1rH9y5EMurElzLNYMakLJIQQQoh8S17xiazLasewbNK2bdtMn/vv2X8ZunwoAG/d9xb96vbj4+BD6St0bcagH5mAfvBTNDPKMay8q2IGfIQq1yPPbM/STp+mYmAgbn/8gWbdWhmlypXDeustrKefBtn2IITIBXHXryfZAuZ4+/hxIs6fz7b7aoaBr59fkgRQkURvu3p5Zdu9hRBCCCFykySIRJ4vMJ1ZmX1MJ8NO0nt+bxKsBHrW6klg60Ag5TpFDkqhnZ2DsWc0WszZW8Ouvli138aq9iIY7pmKyenOn0f/+GNcpk/HPSHBMaxKlMB6/XWs558HT89cDFAIcTdwFIU+doyQm9vAbhSGjr5yJdvu6+LpSZEqVexJoGrVktQDKlypEoZr3moYIIQQQgiREyRBdJfLaNHq/CytFUVt27bletx1Hv3tUa7FXKNxmcZM7z497Y5lSqFdWoF+4AP0kK23hjUDy38IVt0x4F7SCY/ACa5cQf/8c/QffkBLVIdDFSmCNWIE1ssvg49PKhcQQoj0UZZFQkwMceHhhJ06ReixY0lWAYUeP56tRaE9ihRxbP0qmqgWUNGqVfEpU0bqAQkhhBBC3EYSRHe7PLo9LE2ZKEKd1oqi1m1a03NeTw5cO0BZn7Is6L0AL9dUthIoE+3cAoyDn6KF70lyyCrdCTPgE/Ctm+74slVoKPqXX6J/+y1aVKJtbz4+XOnXD9/x4zGKF8/FAIUQuS0+KoqoS5eIDQ8nISqKhKgo4iMjSYiOtv8bFUX8zfGoKBJujkVHkxAZmfTYjf+y2x31gBIlgjyLpbEdWAghhBBCJCEJorvI0ZCj/FTlKHt8otAUaHMfRqu7C03T0BQw71E0NIp6FOX/Wv4ftUvUTt+FndQxLCOcUYT6dm+tfosVx1fg4eLBwt4LKV+o/B1z2rZtC2Yc2unZGIc/R4s8luS4KlwHs8HHqLJdnBZXlkREoH/zDfpXX6GFhzuGlYcH1osvkjB8OJdCQvAtUiT3YhRCZBtlWUQHBxN18SKRly8TefEiUZcvE3npkuO/JLrjGgABAABJREFUm8fiIyJyO9w7aRqFK1a8YwVQsRsrg9xkxaMQQgghhNNIgiibObO+j82ysezoMjxcPChXqBzlfMpRzDP1jikJZgJLjy5lyo4prDq1CiomOnj8T0i8aOToMsebvx/+nSndptAnHXFlR7ImOdlZK2nilolM2DIBgGkPTaNJ2SZ3TrJF0aH8XvQVz6DFJC2QahVtilX7DVS57nmjbX10NPoPP6B/9hlacLBjWLm6Yg0ejPXGG1CuHJgmhITkYqBCiMywxcbakzs3kj6O5E/ixM/ly0Rdvoxls+V2uKnSDIMilSsnXQF0szh0lSq4eHjkdohCCCGEEHcFSRBls6CgoCRJjawkOYatHMaPO39MMuZuuFOuUDnK+pR1/BudEM3p8NOcCj/FmfAzxJvxAGhodLleilqhZamvGVgvDoUvvkDpOkpZWMOHoZRizv45rD2zlid+f4It/hX5+HRNXFXqSY+sdAxLr9s/ls64p2mZjPpnFN9u+xaAsa3G0rtO76ST4kPRj01CP/otWnxwkkNWqXZYtV5HlWqfNzqTxcWhT5+O/vHHaBcvOoaVYaAGDsR8+23w88vFAIUQKVFKERsaeivBkzjZc9vb2Vm7JzsYbm4U8fenWNWqFK1W7dbbUhRaCCGEECLPkARRDrs9yZFeM/bM4MedP6KhUa9UPS5GXORazDXizDhOhp3kZNjJFM8t5VWKQQ0HMbjhYCoXqUxgYCADbqz2MS7/CjdqEJkNnwHgqYCnGLt2LJ9v+pwJFc6yvVAEvx4KoGxcyl8uudEFLav3jCeeXgt6sezGyqkP233IyHtG3poQcxH96ET041PQbJFJzrXKdceq9QaqePMsxeBM2ooVGMOGoZ065RhTmobq0wdz9GioUSP3ghPiLmbGxxN15Yo9wXNzi9eNVT+OrV83Ej9mfHxuh4vu4oKbjw+u3t64envj5u2Nq4+P/V8vL8cxtxvHXb297WOJjiU+7ubjg2fx4ug5uA1ZCCGEEEJknCSIslHAukB8yoSwaF0gu1tnfvvV7su7efnPlwEY02oMo1uNBiDOFsfFyItciLjAhcgLjn+9Xb3x8/Wjsm9l/Ir4UaFQBQw9/b+Yr1+7ng/bfUiLci14dm5f1vuG0bTRJuYcqMe9N+Zk53avnHAh4gKzXWdz6egl3A13fnr4J3rV7mU/aMbYO5IdmYhmxTnOUZqBqvg4Zq1R4FsvlyJPxsWLGCNG8P/s3Xd8E+UfB/DPJW3TPelildUBlNEyZVOGCKgMB8hwoTJFNoIKqIADcSCggoDCDxABkT2kCLJn2XSwR+neO5f7/VF6NN1J06bj83690iQ3nnvukufu8u0zFFu2aE3WDBgA8ZNPAN8KlFeiKkKSJGQlJyMmJARpT4I/eZt35QSB0qKjjZ1dAIClszOsXF1h7e4Oa1dXWLu5wcrNTevZ2s0NZjY2RTZdJiIiIqKqiQGiMhSTmYx4L3OImcnFL1yI+PR4DNk6BOnqdPRp2AezOs2S56lMVKhnXw+3L9zGS91fMkSWATyt5fSi94vwvdAWLze5jCtWyejR4gK+OP09fk2Lgc2NOCQr/y008GXoAJKhgm0AcDnyMgZsGoDHisdwtnTGlpe2oH3t9gAAISIQynPjIKTclJeXFCpo6r0OjfdkwLpBqbZtUBoNFCtXQjF7tlYH1Jpu3SB+8QXg72/EzBFVThq1GqlRUdqdOOd9/ST4o05LM3Z2oVSp5MBOTvBHKwjk7g5rNzdYuriwGRcRERERFYkBogpMkiS8vfNt3Iy7ibq2dbH6+dVQFNABsr7N1gDkG4EsbyDGK80Sxy+2xXuNrmGDy2NM+2caVI6NYN+wF6QiAl+lylMOSQI06UBWEqzTHsKugRpuKVEQwvcA6mRAUAJKS8DEElBaQLKsC5i7Fpnk/lv7MXTrUCRlJsHL0QvbX92OBg4NgIwYKC/NgOLO7083L5hC4zkeGq8PAAv30u2LoV29CuXYsVCcOCFPkpycIH71FaThwytGf0hEFUhmSkqxzbuSHz9GalQUJI3G2NmFuYNDvpo91nlq+1i5ucHc3p61fYiIiIjIIBggKke61oL56dxP2BGyA2ZKM2wctBFOlk75llG+OgQBogjlq0Mg/rFR5zzlHYGsoFpPVhoTrA1phmcSbTHZ6xYyYsMQnRoDO8+++RPUqAF1EuxME4CEq9l996iTgKwkQJ2U/f7Ja6iTIeR6jaxECOokICsZ6vQ4mCAdgpQ9+s7p3Ns4urXQ/ZGsG0Gq0RGaGh0h1egAWHvKwZKVF1Ziwt4JECURXet2xabBm+Bgbg/h3gYog6ZCyIh6uhtOHSC2Xg7YNtb5mJaptDQoFi6E4ptvIGRlyZM1I0ZA/PJLoEYNI2aOqHxJGg1So6O1avhoNe/KFfjJTNa/JqehKExMngZ8XF1hlauWT+5aP1ZubjBRqYydXSIiIiKqZhggqqDSstKw4NgCAMDC7gvRumbrghdMSEDAk06my5IAAeMe1UHLT1ei24bnIKbHIe7qJpxwcUOnpMMQUu8CWUkQNOkAgBneAPYv03t7+jaEEJLDICSHQXHnNwCARuWMcPMGOJiUgbV3g+CgAPo0Hoaf+v0Ms/RHUB4dCcXjffL6koktNM0XQtPg7YoxXH0uQmAglOPHQwgLk6dJjRpBXLoUUiXuD4oor5wh3IsaySsnECSJZXvuKwmVra1WTZ/cQaDcwR8LR0cIiop1XiEiIiIiysEAUTm62GUe5hycg3ljiq89tPriakSkRKCubV281+q9Ms2XLsPFt6/dHo6+Q2B+azcWWYSjy71vDJoXSWkFmNogJiEDTq71IJnaACbW2B13B5lxEhKcbDCy3rOAiTUgiYCYBoipgDoFQvwlCHFnIWiejgKkyIhCrYwojAQwss6TbYjbgcArQFIoBDFVXlZTayBEv28Bi5oG3adSi46Gcvp0KNatkydJpqbQTJ0KzYcfAubmRswcUcnIQ7jnbt6Vqz+flFzPFWEId0GhgJWra76aPTmvLVxcEJmaimbPPANzGxtjZ5eIiIiIqNQYIKqAMsVMLDqxCAAw7ZlpMFOalen2dOorSJLwmuYO5rrGwkF6OjlKMoeTXUPA1BbCxWAgyxTIUkDTdzBgag2Y2AAmNpByvYapDSQTa8DU9sk0q+x+hQAsnjMH84Y/DaQ9i+yOr5/v3h0F9Q4SGhuKrTe2Yn9yFhBzBh0tgE4WQEdzwD7PAG6COgmIv/h0lyxqQfT7HlKtF0p+HMqDJEFYuxbKGTMgxMTIkzUdOkBcuhRo2tSImSPKplGr5eZceWv6yDV+IiIqzBDuppaW2bV6CunXJ6fpl2WNGkUOyy6KIlKCg2FqaVmOuSciIiIiKjsMEJUhJzNrWF+NRXJTR53WW3tpLR4kPYC7tTteb/F6GeVODzapUB55Dt+nBsqTMpQ2GPs4E6vi0zGimT9W9l4Jk6/6Ak+avWlmL4aoEZGUmQR7c/tSbb6gQJZao8YXx77A/KPzIUpPm5qkObSGeaP+cPfsi2ZmCihijmX3iZRyC0LybSD1DiCYQFP/LWiafZYdpKpIQkOhHD8eikOH5EmSnR00CxZA8/bbAJupUDmSJAkpkZGIDQ1FbEgIYkJC5Of4W7egUauNm0FBgKWzs3aTrgI6eLZyc4OKtX2IiIiIiArEAFEZuthlHg6Jh9C9S8lr6Kg1anx14isAwOT2k2FuUr7Nh/IFtezsgMQ43PSPQCPfYAiRT4Mwm8288WKfQAx4cA6/bRqItZfXoo5tHXyWK73dYbsxZvcYhCeHw8POA/5u/mhdszVaubWCv7t/qYJGN+Nu4s3tb+Lkw5MAgIB6ARjsMxj9PPuhpo12MzGNQ3PtlTVqABpAUba1s3SWmQnFokVQLFwIISNDnqx56SWI33wDuFew0dSoSslKTUVcWBhicgWBYkNDERMSgoyEhHLPj1Klkodpzzt0e+73HMKdiIiIiKj0GCAqY7oO9b7x6kbcjr8NZ0tnjGo5qoxyVbi8/SSJP82AydnR8Iy/Ji9zX2GDmZYB+Me0Ll5UOaNPwz5Y+txSjN49GguOLUBdNx+8EuOOyY1uYM2mAfJ6dxPu4m7CXfwV/Jc8rZFDI7RybyU//Nz80PHk17B2i8Wv/0yBk5m1POJbSmYKIlMjEZUShbPhZ/HRvx8hOTMZtipb/PDsD3jN97WS76ii4n31hePHoRwzBsL16/I0ycMD4g8/QHruOSPmjKoSSaNBwr17cuAndxAo8d69csmDhaNjwZ0653mtsrPjEO5EREREROWk4v1KrsZEjYgvjn0BAJjYdiKszKyMko9u3boBYhoUVz+FIuQ7CE+abkkQoPEcj4HxZlBcT4ZTU2t5nbdavoX7ifcx/+h8jPMMxjyP2whXZUCAgA/afYDJ7SbjevR1nHt8DufCsx+3428jLC4MYXFh+OPaHwCyR0tTWDjA1MIJUkgWYrPS4HV5AyJTI5GalZovr53qdMLqF1bDw86jXI5NmYiPh2LWLChXrpQnSUolNO+/D80nnwBWxvkeUOWWFheXHfx5Uhso5kkgKC4sDOr0dINvT2Fq+rSmz5POnAuq9WPl6soh3ImIiIiIKiAGiMpZUSOGbb2xFSGxIXAwd8DoVqP13sahQ4d0rrmUW0BTAcp9/hBSbsrTHqc7o0bfvyA5tcUJAHMO5R+N7ZPOn+B+4n38ful3hKsy0DDNAivf3Y2OdTrKeepWr5u8fExqDM4/Po+z4WfloNHDpIcQ02IhpsXKy93JtQ1zE3O4WLrA2coZLzd+GRPbToRSUXhHshWaJEH4808op0yBEBEhT9a0agVx2TLAz8+ImaPKQMzMRNzNm3LwJzZXICg1Ksrg21OqVHBo2BBOXl5w8vKC45OHQ8OGsHRy4hDuRERERESVGANE5aywwI1G0mDhsYUAgPFtxsNWpX+nyf/++69+ASIxHYqL06C8+bM8SVKYQdN4FpZuSsUnTm2LXF0QBCx/bjlq7PoX5pISM+95wLxOR7Q4MgfWN2KRrPxXbi4GAE6WTujVoBd6NeglTwtPDkfzPeOgyYiHQqkCTMyxs8NM1LCsARdLF1ibWVeNJid37kA5cSIUe/bIkyRra2jmzYNm7FigiNGTqHqRJAnJ4eH5moPFhoQg/vZtSJqCxvUrHds6deDo6QnHnECQpyecvLxgW7dukSN7ERERERFR5cUAUQWxM3QnrkRdgY2ZDca1Hlf+GUi5A+WJIVDEnZcnaWp0hNhqOWDrA1GaU6JkTJWm+Pq2pzyKmQggJjMZ8V7mEDOTi13f3dodKof6UArZNRFESYN2tdrptUsVkloNxZIlUMybByH1aZM5Tf/+EL//HqhTx4iZI2PKSErK7iA6OFirRlBsaCgyk4svO7pS2dpm1wB6Evxx9PKCk6cnHDw9YcZmjURERERE1Q4DRAamT/MuSZLk2kOjW42Go4Wj3ttXvjoEAaII5atDIP6xsUR5EsL3QnnqdQhZcdn5UZhD0+IraBq+CwgFNxkpqqkcFUw4dy67E+qgIHmaVLMmxG+/hTRgAFAVakZRkTRqNeLv3MnXHCwmJATJjx4ZfHsKExPY16+v1Rwsp0aQlatr1aiNR0REREREBsEAkQEV1pSqOAduH8C58HOwMLHAB20/KF0mEhIQ8KT2To5Cm5xJIhRXP4Pi+kIIkLInWTWEusNGwL6F1qJ5A0Kl6eOo2klKgmLuXCiWLoXwpDmQJAjQjB4NzaefAnZ2xs0fGZQkSUiNjn4aBAoOzn4ODUXczZvQZGUZfJtWrq75moM5ennBvn59Dv9OREREREQlwgCRAenSlCqHJElYcHQBAOBd/3fhbOVcVtmTdevWDciIhvLUSCgi/pGna2o+D7HNr4CZfb51DB0QKm1H2pWFsGMHlBMnQnjwQJ4m+fpCXL4cUrsq1HSuGlKnp2cHgQoYLj49Ls7g2zOxsHga/Ml59vaGo6cnzBlkJCIiIiKiUmKAyMiO3DuC4w+OQ6VUYVK7SeWyzYDmVlAeaAch7T4AQIICmmafQ+M9pVyaOSlfHQKFKEL5089yM7gq5+FDKCdNgmLbNnmSZG4OzccfQ/PBBwBrdVQKkkaDxAcP5BpAuZuFJdy9C0iSYTcoCLDz8HjaJOxJIMjJyws2tWpxlDAiIiIiIiozDBAZWU7fQ2+2eBM1bWoaPP0WR+bA2i0W247MwcXOc6G4+TMUQVMgSNnNXCSVC8T2/4Pk0tXg2y5UAc3gqgxRhOKXX6D46CMISUnyZE3PnhCXLAEaNjRi5qgw6QkJT5uD5a4RFBYGdVqawbdn7uDwtGPoJ4EgRy8vODZqBBNzc4Nvj4iIiIiIqDgMEBWhrJtBnXxwEoF3AmGiMMGUZ6aUyTZymr2pMuKgPP0GFPc2yPM0Th0gPrMesDB8YKpaunQJyrFjoTh9Wp4kOTtD/PprSEOHshNqIxOzshB/61a+5mAxISFIjYw0+PYUpqZwaNhQrgGU0xzMycsLljVqGHx7REREREREpcEAUREK7dy5EE5m1rC+GovkpiUbhSyn9tDwZsPhYeehVx5LoqEYhxVJO6GIj5WniZ4ToWm+AFCwqVOpPXoExeefQ7F6NQTxaa0ozRtvQPziC8BR/1HpSDeSJCHl8WPt5mBPHnG3b0MSDV9rzaZWLbkGUO7+gew8PKAw4SmWiIiIiIgqB/56KaXctYwudpmHOQfnYN6Y4kcwu/D4Avbc3AOFoMD0Z6aXWf76ZYbh+5SDsEEmAEAysYbYZgWk2oPLbJvVRnw8FIsWQbFkCYRczZAkLy+Iy5ZB6tLFiJmr2jJTUrRqAeW8jg0NRUZiosG3Z2ZtrdUnUO5gkJm1tcG3R0REREREVN4YIColXWsZ5cgZuezVJq+ikWMjQ2cLEDRQXJyBVSl75EmSbWOoO2wCbLwNv71SaHFkDmIyk+FkZo2LXYoPrhldejoUy5dD8eWXEGKf1sqSbGygmToVmsmTAZXKiBmsGjSiiIS7dwvsIDop16hwhiIolbCvX1+rT6Cc19bu7hDYRJCIiIiIqNr59ddfsWrVKty/nz3Ik4+PD6ZNm4ZevXoBANLT0/HRRx9h69atyMzMREBAABYtWgQXFxc5jfv372PKlCk4evQorKysMGTIEMyZMwcmFazFQcXKTSWj1QG0DoGNK5FX8HfI3xAgYEaHGYbPmEUGhG4XoQg5JE/aauqF53scA0wqXm2HmMxkKAUFYjKTjZ2VookihP/9D8p58yA8OTkAgGRqCs2YMdDMnAmwbxmdpcXFPe0g+kkQKCYkBHE3b0LMyDD49iydnfM1B3P08oJDgwZQmpkZfHtERERERFR51axZE3PmzEHDhg0hSRI2bNiAYcOG4fDhw2jcuDFmzZqF/fv3Y82aNbC1tcX06dMxYsQI7Nu3DwAgiiJeffVVuLq6Yt++fXj8+DHGjBkDU1NTfPLJJ0beO20MEJVCTgfQoo6BjS+PfwkAGOgzEE2cmxg2U25xELpfgWCZ3aQsEwrMteyCX8188Xx5BYfs7BAoighQKvVaPacvp7ueZnAyqwABLUmCsGcPlLNnQ7h69elkQYA0dCjEOXOA+vWNmMGKT8zKQvzt208DQMHBctOw1Kgog2/PxNwcDo0aPW0O5ukpdxJt4eBg8O0REREREVHV9Nxzz2m9//jjj7Fq1SqcPXsWNWvWxLp167BixQp0edLFyI8//oh27drhzJkzaNOmDQIDAxEcHIxt27bBxcUFzZo1w6xZszB37lzMnDkTZhXon9RVJkAkPul8VjRgJ7SSJOVL799//0W3bt2eLpNn+126dCkyD6Gxofjz+p8AgOntp5c6v0rpSS4kCbj+NYTnLkBQZOdKsqiFASYdcMG0JiBpDHpsiiKu/x8OzpuHTnPmAE+2mfs4Pc3z0+OWe/75jp/g36ynx7m88l0Q4eRJmH70ERTHjmlNF599FupPP4XUvPmTCcbLY2kYutykRkc/7RvoyZDxsSEhiL91Cxq12iDbyM22Th25byB5qHhPT9jWqQNBoShwHWN+n6jqKItrDlF1wLJDpB+WHSLdFVZuJCn712diYqJWNxIqlQqqYroKEUUR27ZtQ2pqKtq0aYOLFy8iKytLK0bg5eWF2rVrywGiM2fOoEmTJlpNznr06IEpU6bgxo0baJ7zm7ICqDIBolu3bgEAwsLCDJKe16yP0E0hQBr8MkIWfC5PP3DgANzd3QEAarUaSkEBUdIgODgYAODu7i6/Lsgn5z+BRtKgi2sXmMebIzi+8GVLorEoAiaZMOlxHaZXAoEnv4k19x1wredanHr0J5RqtVYey0NmZqa8PWvJFPbBSYj3skFwcHB2niUNoJEQHBys13Esa6rbt+G2ZAnsAwO1pqf4+iJ84kSktGmTPcGIeTQkXcqNJisLKffvI+nOHSTneiTdvYushASD583E2ho29erBul49WHt4ZD/q1YN13bpQmptrLZsJ4HF6Oh6Hhho8H0QFMdQ1h6i6Ydkh0g/LDpHu8pYbQRDg4eEBX19fJCc/bQ00Y8YMzJw5s8A0rl69imeffRbp6emwsrLC2rVr4ePjg8uXL8PMzAx2dnZay7u4uCAiIgIAEBkZqRUcAgBnZ2cAkJepKKpMgKhBgwa4efMmGjVqBKWeTZtyM0tLQy+lAhA18PZ+2qmzmZmZ/N7kkQkUggKCpL1MYe4m3MWu+7sAAJ/1/gzeNUvfWbSJcyqEnpch2OYaRSuoPnCuPhpNfAYmkX/plEdDyX2crnrPx7z/5mHO6DnZeVYqgVzHVtfjWKYePoTJ/PlQ/vYbBI1Gnqzx9IR63jwoBwxA7SrUWbEoiggLC8tXbiRJQmpk5NOaQDmjhIWEIP7OHYMPFy8olXBo0OBpbaBcz5bOzuwgmiqcwsoOERWNZYdIPyw7RLor6rdOZmYmrly5kq8GUWE8PT1x5MgRJCYm4u+//8bYsWOxc+fOMs2/MVSZAFHOB65UKg1z0hSe/BGy08wZacvDPRN/H/tU7pQ65+tUkm0uPrUYoiSiZ/2eeKbOM6XP4qNdEF44C8EkO5AhmTpAOuSDwIcuCLB7ehx0yaOhCIKgtT2t93mOrbHyqCUuDoqvv4bixx8hpKfLkyV3d4gffwzp9dchmJqiql2O1enpSAwLQ+jVq4gPC5P7BYoJCUFGGdQGsqhRA045HUR7ecHJ2xtOXl6wb9AASlNTg2+PqKwZ7JpDVM2w7BDph2WHSHd5y01OEzNbW9sS/yPazMwMDRo0AAC0bNkSFy5cwE8//YRBgwYhMzMTCQkJWrWIIiMj4erqCiC7NtG5c+e00ot60g9rzjIVRZUJEJW1nJG2HujRKTUA/HP7H/wa9CsA4MOOH5Y6P0L0cShPDH0aHIq2gXrkSWBAfQTOmYOu8yrBcPEVQXo6FMuWZQ9ZHxcnT5ZsbbOHrJ8wAbCyMmIGS0+SJCSHh2t1DJ3zHH/nTnb/VQakMDWFQ8OGciDIycdHHjXMwtHRoNsiIiIiIiIqbxqNBpmZmWjRogVMTU1x+PBhvPDCCwCA0NBQPHjwAG2edEvSpk0bfPPNN4iKipKblh06dAg2NjbGb0GTBwNET+TUEHIysy7xkPU5o20lNy36R29ITAhe++s1iJKI4c2Go3PdzqXLbMJVKI8OgKDJruki3XaFdLgxMIYjaZVYYUPWm5lBM3YsNDNmAE5ORsyg7rJSU7WGic8dCMpM1j2oWRwrV1c58JNTE8jRywv29epBYcJTCxERERERVX7z5s1Dz549UadOHSQlJWHz5s04evQotmzZAjs7OwwfPhyzZ8+Gg4MDbGxsMH36dLRp00YOEAUEBMDb2xujR4/G3LlzERkZifnz52PUqFHFdopd3vgr7omcGkIxOtQOuthlHuYcnIN5YwoPKMWlxWHgnwMRnx6P9rXaY9lzy0qX0dT7MPnveQhZ8QAA6YEjpCPNANGwtUBKK3cv7hWKJEHYtQvKjz6CcO3a08mCAGnYsOwh6z08jJjBomlEEYn372f3BxQaqhUISrx3z+DbU6pUcGzUSKs5mNOT4eLN7e0Nvj0iIiIiIqKKJDo6GmPGjEFERARsbW3RtGlTbNmyBd27dwcALFiwAAqFAiNHjkRmZiYCAgKwaNEieX2lUomNGzdiypQpePbZZ2FpaYmhQ4di1qxZxtqlQjFAVBg7OwSKIgKKaeNbVCBErVFj+LbhCI0NRR3bOvhz8J8wNzEvdPliZcbC5Eg/CGkPAAAaB3/gdxtAowBQsYa8zCksFYlw4gQUs2blG7Je07cvxE8/BSrI8IKSJCEtJuZpEChnuPjQUMSGhUHMyDD4Nq3d3bMDQN7eT2sFeXnBtm5dKNjOnYiIiIiIqqklS5YUOd/c3ByLFi3SCgrlVbduXfz555+GzprBMUBUCPGPjSXqy6eoQMiMgzNw4PYBWJpaYsvLW+BqXYoOqMQ0KI8OhJB0AwAgWTeC2Gk7lItel4e2r8iKCqSVtKme3q5dg/Ljj6HYsUNrsqZtW2gWLIDUpUvZbLcYWampiAsLQ8yT0cFy1wpKz9UfkqGYWFg87Rz6ycO+USNEA/D192eHh0RERERERNUYA0Ql5GRmnT2KWWhmiQIZB28fxJIz2ZHG1c+vRkvXlvpvXKOG8uQwKGJOAAAklSvUnXcC5i76p1nOigqklaSpnl4ePIDy008h/P671pD1kpcXxM8/h/Tii0AZD5+uEUUk3L37tDlYTk2gkBAk5ur7yJBs69bNFwhy9PKCbe3aEBTa0URRFJEQHFwm+SAiIiIiIqLKo1oHiA4dOiQHLgqqxZK71ktOx9Vz/is+kJEpZuKD/R8AAMa1HoeBPgP1z6QkQXl+PBSPdma/NbGBuvN2wLqB/mlWdUlJUCxcmH/I+po15SHrYcBOlCVJQmpUlFafQDmBoLibNyFmZhpsWzlUtrZw9PSEo5cXHD095UCQg6cnzCr5qGtERERERERU/qptgEj56hAoRBHKn36G+MfGAmux6NuPztKzSxEcEwxnS2fM6TKnVPlUXJ0Hxe1VAABJMIXYYRPg4FeqNKssSYKweTOU06ZBePTo6WQ7O2imTYNm/HjA0rLEyWnUaqTFxiI1KgqpMTFIi45G6pNHWkwMUiIjEX/rFmJCQpCRkGDw3VGYmsKhQYPsGkA5waAnr61cXCCUce0nIiIiIiIiqj6qbYAICQkIUCgBjWE7dw5PDsfn/30OAFjQfQHsze31Tktx82cory+Q34ttV0Fy7VHaLFZNwcFQfvABFAcPypMkMzNoxo2DZvp0SI6OyExKQurNm/mDPXkCPzkBobLoB6ggtnXqZAeAnjxyAkJ2Hh4cLp6IiIiIiIjKBX99GtiswFlIykxC25ptMaL5CL3TER5sheL8+/J7seU3kOq+aogsGl8JR4grijojIzuYc/8+0n/8EembNyNVFJEKIBVAirs7Ujw8kPbPP0jduBGp0dHQZGUZbBd0ZW5vr9UcLCcY5NCoEZuEERERERERkdExQGRAx+8fx/+u/A8CBHzX+zsoBP2GFxOijkB5aiQESAAA0XsqNJ4TDJlVo8o7Qpyk0QBpaYgJCXlao+dJTZ60mBjtmj5PpmcmJRW9kfDw7Ec5UqpUcGjY8GkQKFcgyLJGDTYJIyIiIiIiogqLASIDETUiJu6fCAB4s+WbaF2ztX4JJVyG8thgCJrsjo01HiOgaTa/8OUNUBvH0NTp6UiJjHzaXKuAgE+NsDD8sm1bdnOvmBioRBE/f/edsbNeKHN7e1jUqAHLGjVg6eQkv7apVUuuEWRbty4UFehzICIiIiIiIiopBogMQJIkTNg7ARcjLsLe3B6fdf1Mv4RS7sLkyPMQsrI7PNa49YHY+qcih2LPWxunLGlEEamRkUgKD0fSw4dIevQIyY8eZT/nmlbSvnuKqQNUZpQqFSydnbUCPTkPiycBIEtnZ1g4OWVPc3KC0tTUSLklIiIiIiIiKnsMEBnA3CNzsTJoJQQI+Lnvz3C2ctY9kawEmPzXH0J69uhbGsc2EJ/ZACiKD0x069ZN9+3lIkkSMhITkfTwoRzoSQ4PR9KjR1qvkx8/hiQatlPvUhMEWDg65gvu5A3+5H5tamXF5l5EREREREREuTBAVEo/nvkRC48tzH7d50cM9BmoeyKSBspTb0BICs5+a+0JsdPfgEnJOi/u3r17ofMUWSKs45JhEZ2E6/GbkRQejuQnNX3k1+HhyEpJ0T3fZcDUykqutWPp7AxLc3NYXbkCq5s3YQnAEoCFQgGL4cNh/tFHMK9Th826iIiIiIiIiEqJASId5a6ts+HqBkw+MBkAMLfLXLzj/45eaSqufQZF+C4AgGTqAHXn7YCqRpHrSBoNUqOj5SZeOY/kR49gcvgwVu7aheTwcIyOipLX+Qub9cqfvgSl8mmwp4AmXAXV8jG1sMheOTMTiu++g2LBAgipqXKamk6dIP7wA+DrW677QkRERERERFSVMUCko5zaOsfvH8fbO94GAIxrPQ4fdvxQr/SEh39DeS27E2oJCojt1yETrkgKCckO+Dyp4ZO7v5+cPn8KG7ZdCSBSr9yUMM9KJazd3GBTsyasa9aEzZOHtbs7bGrVgrW7O6zd3GBubw9BoeNIbhkZELZvh/LTTyEEB8uTJRcXiF98AWnYsCL7ZCIiIiIiIiIi3VXfAFEpRv/KFDMxevdoqDVqDPYZjG96fVOiPm3ErCykPH4sd/KcfPsCUk58g6QYICkOSEx1QnLMUGQkJuqzRwZh7uCQHfB5EujRCgLVqgUbd3dYurgYvlnXlStQrFkDxf/+ByEmRp4sKRTQjB4Nzdy5gL29YbdJRERERERERACqcYCoNKN/LT65GDdibsDZ0hlLn1sKMT0DKbGxSIuJye7Xp4BRvpLCw5ESEQFIUhEpRxUxr3TUZkrUqO2hVdNH67W7O6xr1nzaxKs8JCZC+PNPKFatguLMmXyzNW3bQlyyBPDzK788EREREREREVVD1TZAVCBRRHJEBNJiYpAeF4e0mBikxcZmP2JikBYXh+jH93D76j8YnQrUktRYOac+1GlpxsuzIMDK1fVpM69cTb5satbEgHvrkV7DBqlWpnjQa7Hx8plDkiAcPw7F6tUQNm/W6l8IACSVCtKAAdC8+Sakbt0AXZuoEREREREREZHOqmSASCOKSI+PLzLQkxYTA9MzZ7Bq7175vSopCT989VWx6Xs8eRYRV6b7obKz06rhY1OzJqxzXufq60dhUvjHKBw5BuersUhualOmeS1WRAQU69ZlB4ZCQvLNlpo3h+att6AZMgRwdDRCBomIiIiIiIiqryoTINrQpw/Cg4OxNzMT6fHxxTTlyqYA8PjOnbLOWv7tKgEbh+yHtVcn2DTwy9fJs03NmjCzti71ti52mYc5B+dg3hjdm9IZxJUrUM6fD+HvvyGo1VqzJDs7aIYMgebNN7ObkbHzaSIiIiIiIiKjqDIBoogLF6BOSoK6+EXLjiDAskaNwjt5tk2DfehbsLJIhaAAxOZfQuM9yZg5LjthYdkjkf3xB4Q8wTpNly7QvPEGpEGDAEtLI2WQiIiIiIiIiHJUmQCRoZnZ2MDCyQkWDg6wcHLC9cw7uJQWBnNHB7zfYzpsarjCwtExexlHR5g7OsLc3r7w0b0y42BysCMEq+w+dzR1h0Dj9UH57VB5uXcPygULIPz2GwRRlCdLrq7QvP46NG+8ATRqZLz8EREREREREVE+VT5AZGJhIQdxch7mjo6wdHTEkbNn8eLQofL0S2Fh6NqnDywcHaE0NZXTOPvoLN5Y0xESgD1D16ND/R66ZUISoTz1OoTksOy39i0gtvqpajWpevwYii+/hGLFCgiZmfJkyckJmunToRk9GijPEdKIiIiIiIiIqMSqTIDoyOjOiDPRIMPOAjt7fQSr2R/hlFKJXmZmEP/YWOA6h+bMQYvXX5ff1+nYMd8yao0aY/eMhQQJQ5sORQ9dg0MAFFfmQPF4LwBAMnOCusOfgEn5Na3q1q1b2SUeGwvFokVQLFumNSKZZGsLzaRJ0Lz/PmBj5A6yiYiIiIiIiKhIVSZAFNyzCZIz0yAoFXBp1gzKzEz0UiiBUg5Bv/zscgRFBMHe3B5f9Sh+hLO8hAdboLyRvZ4kKCE+sx6wqleqPOmqe/fuhk80MRGK77+H4vvvISQmypMlS0toxo+HZvJkjkZGREREREREVElUmQBRWXiQ+ABzjswBAMzvNh+u1q66JZBwGcrTo+S3muZfQHIpg2BNeUpNhWL5cigWLYIQEyNPlszMoHnvPWimTwdcdTxORERERERERGRUVSZAZB4ch4x1x5EelQCXuLX4vUFD9HN00imNwMBAfP3117hx4wbMzc2hqKNAql8q2jdpj7f93tYtQxkxMDn2MgQxBQCgqfsaNJ7v65ZGRZKRAcWvv0LxxRcQHj+WJ0smJtC88QY0H34I1KljxAwSERERERERkb4Uxs6AoXzdYCA61WuGFYuWFDi/xZE5qP3PFLR4UiMI0O6b5+7du3j99dfRqVMnBAYGYsKiCQiPCofVLiv8+NyPUAg6HKrMOJgc6Qsh5RYAQLL3g9h6eeXslFqthrBmDUyaNoXygw/k4JAkCNC89hrUly9Ds2wZg0NERERERERElViVqUEUEBCA2rVrw9vbu8D50SkJkDYFIfz4bdTL+A0+Pj74+OOP5fmXLl2CKIr48MMPkaZOw7e7v0V6q3RY77BGY4fGJc9IVgKUR/pBiL8AAJDM3aDusAlQVsIRvG7cgPLNN6E4d05rsmbgQIiffAI0bWqkjBERERERERGRIVWZGkT5WFoi0NICsLMDAIhrTkMTGgWTCZ1x6NAhPP/88xgyZAhu3cqu5dO8eXMoFAps2LAB8w7Pw93Iu7APs0enzp1gmmvI+yJlJUH53/NQxJ0FAEgqF6i77gOsPMpkF8uMRgPFkiUwadtWKzik6dMHWSdPQvzjDwaHiIiIiIiIiKqQKhsg0kydgsCmTSD+sREPHjyA5vBNeDz/DJybN0T9+vUxbtw4tG3bFhs2bAAAeHh4YNOmTZj32TysHr4a9svtUU9RD6t/XV2yDapToDz6AhQxJwE8Gc6+617AVofaRxXB/ftQ9u0L5ZQpENLTAQCSlxfUgYEQt28H/P2NnEEiIiIiIiIiMrQq08SsKNevXwc0Eu5/vxtmy81QD78BADIzM+H4ZCj2iIgITJ48GUIzAcm1ktHVvSvMT5jjrbfewubNmyEU1X+QOhXKowOgiD4GAJBMHaDuugew8y3zfTMYSYLwv/9BOWkShIQEebI4fjw0n38OWFoaMXNEREREREREVJaqRYAoJSUFSqUSL730Ej744AOteVZWVgCA1atXI12Zjtt+t2GrssWqd1cBI4CWLVvi3LlzaN26dcGJi2lQHhsMRdRhAIBkapcdHLJvWYZ7ZGDR0VCOGwfFX3/Jk6TatSGuWAGpRw8jZoyIiIiIiIio+kpLS4NKpYJCkd0A7PDhw7h8+TK8vLzQu3dvg26ryjYxA56OUtasWTOIooi0tDQ0aNBA6+Hq6goAiEyIxMPkhwCAz7t9jpo2NaFUKgEAGo2m4A2I6VAefwWKyIMAAMnEFmKX3YBD5WmGJezbBxM/P63gkOa116A+f57BISIiIiIiIiIj6tWrF5KSkgAAixcvxjfffANJkrB69WqtgbcMocoEiFJSUhAaGoorV64AAO7du4caNWrgwYMHaNiwIQYPHozAwEDs3LkTd+/exfnz5/H999/jwIEDAIAr1leAcKDh1Yboad8Tly5dwvvvv486deqgWbNm+TeoyYTyxBAoHu8DAEgm1hC77ITk2Kbc9rm0FCtWQPniixAiIgAAkqMj1Bs2QFyzBrC3N2reiIiIiIiIiKo7URRh92TwrR07dmDz5s2YMGEC/ve//yEwMNCg26oyTcwuXryId955R37/ySefAABeffVVLFmyBD/88APef/99zJ07F+Hh4XB0dESrVq3Qq1cv7AzdiX+Ff6Hqq4LDbQf07NETlpaWaN26NTZu3AgLizxD1GuyoDw5DIrw3QAASWkJsdN2SE7ty21/S0WSoJg/H8pPP5UnaZ57DuJPPwHu7kbMGBERERERERHlcHZ2xqlTp9CuXTu4ubkhJiYG7u7ucq0iQ6oyAaIOHTrg33//hbe3t9w0LDdTU1MsX7483/TkzGS88MsLAIDxI8djYcDCojekUUN5aiQUD/8GAEhKC4id/obk3Kn0O1EeRBGKiROh/OWXp5OmToVm/nygqI64iYiIiIiIiKhc/fjjjxg7dizMzMxgaWmJzp07o2XLloiOjsanuSp9GEKVCRDp69Mjn+Je4j3Us6uHjzsX035PEqE8/SYUD7Zkv1WYQ+y4FZJL13LIqQGkp0M5ciQU27bJk8Svv4Zm4kTj5YmIiIiIiIiIClS3bl3s3LkTN27cwK1bt/DKK6/A3d0d/v7+BVaOKY1qHSC68PgCfjjzAwDghz4/wNK0iKHcJRHKM6OguP9H9luFGcSOmyG5VpKOnOPjoXzpJSiOHAEASCYmEFeuhPTaa0bOGBEREREREREVxcfHBz4+PmW6jUofIMrKypKflUolRFEs0XqiRsSC/xaggV0D9GnQB73q9Sp83ZRbUF7/GlL0KYiWjSAJJhBbfgfJuStQwu0ZVWQkTMaMgfToEcRGjSBZWED87jtIHTpUjvxTmRFFUadyQ0TZWHaI9MOyQ6Qflh0i3RVWbnLeZ2VlwczMzBhZK5WYmBisW7cOZ86cQWRkJADAxcUFbdu2xWuvvYYaNWronbYgSZJkqIwaQ2ZmJtLS0oydDSIiIiIiIiKqJCwsLCpdgOj8+fMYPHgwLC0t0bVrVzg7OwMAoqKicPjwYaSlpWHLli3w8/PTK/0qEyBSKpW4ffs2GjZsaPB2eERVlSiKuHnzJssNkY5Ydoj0w7JDpB+WHSLdFVZuNBoNMjMzK2WAqFevXmjatCm+/fZbCHkGmZIkCZMmTcK1a9ewf/9+vdKv9E3MTEyyd0GhUECj0UChUEChUBg5V0SVgyRJLDdEemDZIdIPyw6Rflh2iHRXXLnJiSVUJleuXMHSpUvzBYcAQBAEjB07Fl276j+IFs8uREREREREREQVnIuLC86fP1/o/PPnz8vNzvRR+UJmRERERERERETVzPjx4/HBBx8gKCgIXbp0gYuLCwAgMjISR44cwe+//45PP/1U7/RZg4iIiIiIiIiIqACLFy9GQEAA6tSpA09PTwwbNgyhoaFay6Snp2Pq1Klo0KABateujZEjR8ojjOW4f/8+XnnlFdSsWROenp74+OOPoVardcrLO++8g2XLluHcuXN4/fXX0bt3b/Tu3Ruvv/46zp07h6VLl2LUqFF67ytrEFVyitFjgdhYwNERmp+WGTs7RERERERERFXG8ePHMWrUKPj5+UGtVuOzzz7DoEGDcPLkSVhZWQEAZs2ahf3792PNmjWwtbXF9OnTMWLECOzbtw9AdofZr776KlxdXbFv3z48fvwYY8aMgampKT755BOd8jNo0CAMGjQIWVlZiImJAQA4OTnB1NS01PvKAFFlFxsLoVZNSA8fGTsnRERERERERFXK5s2btd4vW7YMnp6eCAoKQseOHZGQkIB169ZhxYoV6NKlCwDgxx9/RLt27XDmzBm0adMGgYGBCA4OxrZt2+Di4oJmzZph1qxZmDt3LmbOnKnXaGqmpqZwc3MzyD7mqDIBIlEUtZ6ri9xtBKvbvlPpVddyQ1RaLDtE+mHZIdIPyw6R7gorNxqNBgCQlJSkNRqYSqWCSqUqNt3ExEQAgIODAwDg4sWLyMrKQrdu3eRlvLy8ULt2bTlAdObMGTRp0kTuMwgAevTogSlTpuDGjRto3ry5fjuZx4MHD/DFF1/gxx9/1Gv9KhMgunPnDgAgLCzMuBkpZ00kDZQANJIGwcHBxs4OVVLVrdwQGQrLDpF+WHaI9MOyQ6S7vOVGoVCgbt26aNeuHSIiIuTpM2bMwMyZM4tMS6PR4MMPP0S7du3QpEkTAEBERATMzMxgZ2entayLi4ucfmRkpFZwCIA82ljuPJRWXFwcNmzYwABRvXr1cOvWLTRq1AhKpdLY2Sk3CkEhP3t7e+ON878iJisZTqbWWOP/tpFzRxWdKIoICwurduWGqLRYdoj0w7JDpB+WHSLdFVZuNBoNsrKycOrUqXw1iIozdepUXL9+HXv27CmTPBdn9+7dRc6/e/duqdKvMgGinA9cqVRW25OmUqlETFYKLFTmiMlIqbbHgXRXncsNUWmw7BDph2WHSD8sO0S6y1tuBEFAVlYWbGxsoFCUfGD3adOmYd++fdi9ezdq1aolT3d1dUVmZiYSEhK0ahFFRkbC1dUVQHZtonPnzmmlFxUVJa9fUsOHD4cgCJAkqdBlcge9dMVh7omIiIiIiIiICiBJEqZNm4Zdu3Zh+/bt8PDw0JrfokULmJqa4vDhw/K00NBQPHjwAG3atAEAtGnTBteuXZODQgBw6NAh2NjYwNvbu8R5cXNzw9q1axEbG1vgI3ce9MEAERERERERERFRAaZOnYpNmzZhxYoVsLa2RkREBCIiIpCWlgYAsLOzw/DhwzF79mz8999/CAoKwrhx49CmTRs5QBQQEABvb2+MHj0aly9fxsGDBzF//nyMGjWqRE3bcrRo0QJBQUFFLlNU7aLiVJkmZkRERERERJWNYvRYIDY2+42jIzQ/LTNuhohIy6pVqwAA/fv315q+dOlSvPbaawCABQsWQKFQYOTIkcjMzERAQAAWLVokL6tUKrFx40ZMmTIFzz77LCwtLTF06FDMmjVLp7xMmDABqamphc5v0KABduzYoVOauTFAREREREREZCyxsRBq1QQASA8fGTkzRJRXXFxcscuYm5tj0aJFWkGhvOrWrYs///yzVHnp0KFDkfOtrKzQsWNHvdNnEzMiIiIiIiIiomrOqAGixYsXIyAgAHXq1IGnpyeGDRuG0NBQY2aJiIiIytGIs7+g7/FvMeLsL8bOChEREVG1ZtQA0fHjxzFq1Cjs378fW7duRVZWFgYNGoSUlBRjZouIiIjKSUxmCixUKsRk8tpPREREZExG7YNo8+bNWu+XLVsGT09PBAUFlardHBERERERERERlVyF6qQ6MTERAODg4FDoMhkZGcjIyJDfl2YINyIiIiIiIiIiqkCdVGs0Gnz44Ydo164dmjRpUuhy3377LTw8POSHr69vOeaSiIiIiIiIiKjqqTA1iKZOnYrr169jz549RS43adIkjB07Vn7PGkRERERERERERKVTIQJE06ZNw759+7B7927UqlWryGVVKhVUKpX8XqPRICkpqayzSERERERElI9i9FggNhZwdITmp2WlTm/E2V/kjvudzKywtvW7pU6TiKgkjBogkiQJ06dPx65du7Bjxw54eHgYMzvlLufkzxM/EQGGv8EkIiKichAbC6FWTUgPHxkkuZzRHQEgJoMjPBJR+TFqH0RTp07Fpk2bsGLFClhbWyMiIgIRERFIS0szZrbKDYf2JSItT24wERtr7JwQERFRIRSjx0LxypDsf+wQERnJ8ePH8e6776J379549Cg7QL1x40acOHFC7zSNGiBatWoVEhMT0b9/f/j4+MiPv/76y5jZIiIiIiIiKhj/oUNERrZ9+3a89NJLsLCwwKVLl5CZmQkge2T4xYsX652uUZuYxcXFGXPz1RKbtRFVHmxyRkREREREeS1atAiLFy/GkCFDsHXrVnl6+/bt8c033+idboXopJrKTt6AkNysrYTtmeUfqAB/pBKVNwP3aUBEVNYY2CYiIip7YWFh6NChQ77ptra2SEhI0DtdBoiqOF0DQvnkVKEFSvwjlTeHRERE1RQD20RERGXOxcUFt27dQt26dbWmnzx5EvXq1dM7XaP2QURVVDHtstmxHxEREREREZF+Ro4ciQ8//BBnz56FIAgIDw/Hpk2b8PHHH+Ott97SO13WIKLyx/8uEhFVCIau8ZnTrBkA+7ojqmRYA5yIqPKYNGkSNBoNBgwYgNTUVPTr1w8qlQrjx4/Hu+/qf//FABEREVF1ZeCAfU6zZgD6N20mojJRbACI/8Cr0EzHTUCTmGgonGowgEdEEAQBU6dOxfvvv49bt24hJSUF3t7esLa2LlW6DBCVEP8rSkRE1Q1rFBBVIQwAVRh6nVtjY6GsXZufHxFpMTMzg4+Pj8HSY4CohPhfUSIyNv5Yp3LHH5RERIZXSc+t5dEsOe8IzERUuPT0dFy9ehVRUVHQaDRa8/r27atXmgwQUYXD2lpEhaikN5RERERkWEYJpOS5DyltwKigf8DrOgIzA0pUXo4dO4YlS5bg4sWLePz4MdatW4d+/frJ8yVJwsKFC/H7778jISEB7dq1wzfffIOGDRvKy8TFxWH69OnYt28fBEHACy+8gIULF+rVLOyff/7BmDFjEBMTk2+eIAgFTi8JjmJGFU7OhcFCpZIDRURERET6KG701BFnf0Hf499ixNlfyjlnRPqTAylP7pWN8j0uZuRiQyiu/OY9DkRlJTU1Fb6+vvj6668LnP/999/j559/xuLFi3HgwAFYWlpi8ODBSE9Pl5d55513cOPGDWzduhUbN27E8ePH8cEHH+iVnxkzZuDFF1/EjRs3EBsbq/XQNzgEsAaRjNFnIqLisZkbEVU6xdS+1LXGgiHwXFpxGaImuzF+Vxjje1wuWHuaKohevXqhV69eBc6TJAk//fQTpk6dKjftWr58Oby9vbFr1y4MHjwYwcHBOHjwIAIDA+Hn5wcA+PLLL/HKK6/gs88+g7u7u075iYqKwrhx4+Di4lK6HcujygSIRFHUetZVTGYyLFTmiMlILiQNSeu1vtspOE3908tdBSw7jbxpFve+5Ok/3YauedJtftkca92Yjpvw9L8hjo7IWrqk3PNQHkpbbsiw8paN4t4bgyLXjZqx8vDG+V8Rk5UMJ1NrrPF/2yh5qCplp/Tn67z0OX+X/lpIFUdx3xljlJ2S33eU33fQGOdSw5f3qinnNwGAQn8XFHd9Lu53RVHrZ8t/LtX9nt/wDH9fUtA1Q3s/KmL5pWzy76UK/FupsGtOTn89SUlJEARBnq5SqaB60uxRF3fv3kVERAS6desmT7Ozs0OrVq1w5swZDB48GGfOnIGdnZ0cHAKAbt26QaFQ4Ny5c+jfv79O23zhhRdw9OhR1K9fX+f8FqXKBIju3LkDAAgLC9NrfY1Gkp+Dg4MLnV/UMobeZkk0kTRQAtBIGgQHB+dLs7j3JU0fubaha550nV8Wx1pXTWKioaxdGwAgPnhglDyUJ33LDRlW3rJR3PuKkEevRYthkpQItY0tQqZOLpc8RGUkwcrCAlFpSUYvm5W97JT2fJ2XPudvQ1wLqeIo6XemPMtOSe87yvM7aIzzuaHLe1VVkvNYcdfn4r5Tha2PJ9MKyoOu9/yGMC8+EAmaDNgpVJhjH2Dw+5KC9jPvfuhafvPmmcpOzu+lyvBbKe81R6FQoG7dumjXrh0iIiLk6TNmzMDMmTN1Tj8nDWdnZ63pLi4uiIyMlJfJO9/ExAQODg5aeSipr776Cm+88QZOnDiBJk2awNTUVGv+e++9p3OaQBUKENWrVw+3bt1Co0aNoFQqi18hD8WpvdnPCgHe3t6Fzi9qGUNvsyB5I7UKITuurhAU8Pb2zpdmce+LzaOg0HqtyzqFLV/s/DI41rrSZ78rI1EUERYWpne5IcPKV56LeV8R8mianAyhdm0oHj4qtzzpc+40tKpSdkp7vs63vB7n74rweZLh5DtH5LlvMUbZKel9R3l+B41xPjd0ea+qSnIeK/Z6XdzvikLWz5mmUDyt0SDfw+t4z28ISaf2wsrCAkkZ6Qa5L8n3O6aAY51vv3Qsv3nzXFVVhNo7leGcUdg1R6PRICsrC6dOncpXg6iy2LJlCw4dOgRzc3McPXpUaz8EQWCAKOcDVyqVet5wCPJzwesLWq9Lso3i2x8Xt80C5KqSnHed7Pd50yzuvW50Xae45Q11rMuaUqms0v1U6V9uqKwUXL6135fHd7KofjKKy6PW+oAB+9oo3XnMkCpy2dH12Otzvs7/HdTn/F1xPk8yLKVSWeh9i7HKTtH3Hcb5Dhprm0VdQ6p3WdTtPFay+/GSr1+SPJTFPX7BCk+zJPcA+eQ7HxS0nyXfZsF51H5fZe/fi/hNaAwVIQ9FyXvNEQQBWVlZsLGxgUJR+nG7XF1dAWT3C+Tm5iZPj4yMRLNmzeRloqKitNZTq9WIi4uT19fF559/jpkzZ2LSpEkG2YccVSZApKviThaG6DywynYWp6OqcmLm50kVTd7vZJl0elraziFzRjgByqyDybznmJIch4rQQWyZ50GPY6/r+ZrnRaLKi+WXylpFuNbye07lwcPDA66urjh8+LAcEEpMTMS5c+fw1ltvAQDatGmDhIQEBAUFoWXLlgCAI0eOQKPRoFWrVjpvMzMzE4MGDTJocAioQgGiSVc2IiwlEs7nj2JtGwPc1LLHfIOpqifmqhD4euP8r4jKSILi1F44mVlX2v2gJ/Kct6rCd7Qk8p1jSnL+rgjn+IqQhzyKO18bu9YaERGVTIW4B6iA1zkqOV6PtSUnJ+P27dvy+7t37+Ly5cuwt7dHnTp1MHr0aCxatAgNGjSAh4cHFixYADc3N/Tr1w8A4O3tjR49emDixIlYvHgxsrKyMH36dAwaNEjnEcwAYOjQodi6dSumTJlisH0EqlCAKC4rBVYWFojJSDZ2ViqVqlrwi9sv1hDLFpOVDCsLi+zXlXg/qGD6fEer6jmBDEOf75TOP1Kq6A8Kli2iiqG6lMWqcJ9aVeVcFwGUaWuWUqui12N9BQUF4fnnn5ffz549G0B2oGbZsmWYOHEiUlNTMWnSJCQkJKB9+/bYvHkzzM3N5XVWrFiBadOmYcCAARAEAS+88AK++OILvfIjiiJ++OEHBAYGomnTpvk6qZ4/f75e6VaZAFFeFaJQVQYVoMZBmWyzuBMaT3hEBWPZKJGc2nclrbVanfFHyhMsW+WmQtScoIrLCGWRv0sot5zrIoDCuwkwwveU586iderUCXFxcYXOFwQBs2bNwqxZswpdxsHBAStXrjRIfq5du4bmzZsDAK5fv54vL/qqsgGiingjpuvFoWw6dy1aSW7kDX3y4I+HwvGGgqqakvzXrDLIqX3HWqu6K+vzWlX5jpH+eF9hGCxLBlQBf5dUVlX23rgCfEd47qxcduzYUSbpVt0AkREUGzgppuDnW78cOnfVhzFOHtU2op3nO1NlL4pUbRT0X7OqgGVTB2V8E1xZvmPsz6nyqK6BkspSlspDVbwPLXSAB0Dvc0a5HKcKEEipiKrid5SMgwEiAypt4KSyRm3L44SU99hU25NgFbgolscPlsrwo6i6/uAoSJUozwYom5Xhe1tVlEc/dcUpl2u+jt9Lfgez5T0nVZZASZU4l1ZQlfUevSiFDfAA6P+P6ap4nCqL8jj2PMdULF999VWR86dPn65XugwQUakZ42LAC1AlVh5BrgoQSCvuh5YxfnBU1KAUy/MT5fC9rQoBAH32Qee+HSrAOcQoqsl+F/cjp7Kekyprvo2tKpwXS4I/7iu3ivD58RxTsezcuVPrfVZWFu7duwelUon69eszQFScilCoqOxUxM+3IuaputwEVQgV8IdWeQSlDPG9r4hlpyIwSPmtgN9LnRUyuAKQHfgsyTq6yvudrC7Nw4rbz4oadC5OZfiRU1HPgxU1X6VSFc6LJVAZvvflobLWZOfnR3kdOXIk37TExESMGzcO/fr10zvdahMgYqGq2iri51sR81RdboLKQ5W8STYAQ3zvK2LZMcTnresNY2H90lW38lvS2h6A/oFPXWuUVMTmYWWhsObdQHZAqLI0vaqMKuJ5ECj7fJXFD+uKEGylCkSPc6vO9wAVYJRoqp5sbW0xc+ZMDB06FEOGDNErjWoTICoLLOxVR96b3v+V4TYK+w+0If4TWxFugipDuTDEsdb1JrlEtRzIaAzd5KTAzj51vCktbpuVoawZQnn8UK6oP8YNLe81QtdrBgNCVObKIjBaAYKtVHEVdE9YWD9khfWFWlWbrVLllJiYiMTERL3XZ4CoFFjYK4/y+A90SfucKew/0Aa58TbATVBpf3SWNnBSHj90jfEjp6L+sKouQYbiGPx8Xg6jUPIaRDrLe42ohD+cDTHSUlkwxrmU/xQqWEXME1VcBd2fFXd9NUqtUh2xHFR9P//8s9Z7SZLw+PFjbNq0CT179tQ7XQaIqFqoqs0BSto/hC4Xh/K+yFWUwElpj2VlvRBXxJuavCrCj6DKoDxqQpLxlMWQ1JVSAcHX8j7/FnTsizuXFnce02sfKkCAzxg1HQstCyX8LIiqg7zlIO95C0D1vIZUIcuWaX9mCoUCNWrUwJAhQzBp0iS9060QAaIVK1ZgyZIliIyMhK+vL7788ku0atXK2NkiqvB0/Q9HZVUeN/+lPZZV5VhXSAbqYBgoeS21yhjwqyjB1urIEMEanZsolEMttbJgOm4CmsREQ+FUA5qflhmkrJX7+bcEx17XPsRKGmgBKnaH4MU1zTGEwspCZSoHROWugPNWZbyG0FMXL14sk3SNHiDaunUrPvroIyxevBitWrXCTz/9hMGDB+PMmTNwdnY2dvaIqr2S9p1kyJo1hv5vYGX8sU+Go0/ghAE/0okBgjWG+M5VinNdbCyUtWvLx6mqljVD75c+5zFj1L409H5XlsAYEVFVYfQA0bJlyzBy5EgMGzYMALB48WLs378f69atK1XVKCIyjJL2nWTQmjU6/jewLDoHrBQ/tIiIcqmKwRaei0uhAtas0fXzZM1IIqKnZs+eXeJl58+fr9c2BEmSJL3WNIDMzEzUrFkTv/32G/r16ydPHzNmDBISErB+/fp862RkZCAjI0N+n5N9/8E9EXnrASRJg7oWThAePABMTAF1FqTatXEvLQaCoJDnF/e+sPWzt1myNEqaZrHLA/I6edMoq/0sKg8GS7OY9MryWBf3+XrEpBl8v0v6Pvd+6/p5l3a/9TnWZVG2ituPh+lxECUNlIICtcwdjPIdK+1+AtD58y6PsqVrHnQ9h9x1stD52Ot97izFd6y0n7c+529Df74FncfKapul+Y4Z+jymT9kqi+t1Xob6HutyfTZ0eS6P81he5XFfouv32hD3CIYoW7p+jyviPYIQHg6IIqBUQnJ31ysPpT0OhtimwfJQxLXS0Netsjin6Lu8IY+1MX7jGeJ+rLyvUwB0/ryLmw8ADRo0wF9//ZXvXG4soigiODgY3t7eUCqV8nSNRoP09HTY2NhAoVAYMYe6ef7550u0nCAI2L59u17bMGoNopiYGIiimK8pmbOzM0JDQwtc59tvv8WXX34pv7e2tsaVK1fKNJ9EVLGIkgaCoID45AcKERERVUKiKP/AJCKiou3YsaPMt2H0Jma6mjRpEsaOHSu/z6lB1GreSKQrNUjLSMfuDpOheGWIXK1Ws2kj+h7/FhYqFdIyMrC7w6Ri3xe2PoASp1HSNItbHoC8Tt40ymo/i8qDodIsLr2yPNbFfb57vztl8P0u6fvc+63r5637/MWwUJmX6liXRdkq6++1Ib5jpd1PADp/3uVRtnTNg67nkD4ftNP52Ot77izL71hO2SnsmqPP+dvQn29B57Gy2mZpvmOGPn/rU7bK4nqdb6QlA32Pdbk+G7o8l8d5LK/yuC/R9XttiHsEQ5QtXb/HpS1b5XGt1CcPpT0OhtimofJQ1LXSUN9jXc5jZb3fZXGsjfEbzxD3Y+V9nQKg8+dd3HwqfwkJCVi7di1CQkIAAD4+Phg2bBjs7Oz0TtOoASInJycolUpERUVpTY+KioKLi0uB66hUKqieFCggu3pYUlJSmeaTiIiISBdVsT+g8sA+h4iIKieev8vXhQsXMHjwYFhYWMDf3x8AsHTpUnzzzTfYunUrWrRooVe6Rm1wZ2ZmhpYtW+Lw4cPyNI1GgyNHjqBNmzZGzBkRERERlTc5sJbJwBoRUWXC83f5mjVrFp577jlcvHgRa9euxdq1a3Hx4kU8++yz+PDDD/VO1+hNzMaOHYuxY8fCz88P/v7+WL58OVJSUuRRzYiIiIiIiIiIKFtQUBC+//57mJg8DemYmJjg/fffR0BAgN7pGj1ANGjQIERHR2PBggWIjIxEs2bNsHnz5kKbmBERERERERERVVc2NjZ48OABvLy8tKY/fPgQ1tbWeqdr9AARALz77rt49122UyQiIiIiIiIiKsrAgQMxYcIEfPbZZ2jbti0A4NSpU/jkk08wePBgvdOtEAGi0lCr1QAAVzMbZCg1SJdUEEURkqsrBCcnSGoRGlGEu5kdzM1MkS6ZQyzB+8LWB1DiNEqaZnHLA5DXyZtGWe1nUXkwVJrFpVeWx7rYz7cM9ruk73Pvt66ft37zzUp1rMuibJX199oQ37HS7icAnT/v8ihbuuZB13OIPsde33NnWX7HcspOYdccfc7fBv98DXAN0fc46fIdM/T5W5+yVRbX67L6Hpdmm6X9DpbHecwQx7rMr88GyIMhypau3+NS3xuVw7VSnzyU9jgYYpuGykNR10pDfY8NeR4z1HfQkMfaGL/xDHE/Vt7XKQClvm4VN78iEEURSqUyX35y3qvVapg9+S1U2Xz22WcQBAFjxoyRYyKmpqZ46623MGfOHL3TFaScceIrqczMTKSlpRk7G0RERERERERUSVhYWFS6ANG1a9fQpEkT+X1qaipu374NAKhfvz4sLS1LlX6VCRCZmpoiLCwMnp6eUCqVxs4WUaUgiiJCQ0NZboh0xLJDpB+WHSL9sOwQ6a6wciNJEtLT0ytlgMjR0RH+/v4YMWIEBg0aBBsbG4OmX+mbmJmamiItLQ2CIECSJAiCAEEQjJ0tokqB5YZIPyw7RPph2SHSD8sOke6KKzempqZGyFXp7Ny5E+vXr8fHH3+M2bNn4/nnn8eIESPQoUMHg6SvMEgqRERERERERERUZjp06IAff/wR169fx5dffol79+6hf//+aN26Nb777jtERESUKn0GiIiIiIiIiIiIKgkrKysMGzYMu3btwtmzZ/Hiiy9i5cqVaNasGYYOHap3ugwQEREREREREREV4Ndff0XHjh1Rt25d1K1bF71798aBAweKXGfbtm1o27Yt3Nzc0KFDB+zfv19rviRJWLBgAXx8fODu7o4BAwbg5s2beuWvQYMGmDx5MqZOnQpra+t829IFA0RERERERERERAWoWbMm5syZg0OHDiEwMBCdO3fGsGHDcP369QKXP3XqFEaNGoXhw4fj8OHD6NevH4YPH45r167Jy3z//ff4+eefsXjxYhw4cACWlpYYPHgw0tPTdcrbsWPHMHbsWPj4+OCTTz7B888/j7179+q9r5V+FDNJkpCYmAilUombN2+iUaNG7NmfqIREUURYWBjLDZGOWHaI9MOyQ6Qflh0i3RVWbiRJQmZmJgBodV6tUqmgUqlKlHb9+vXx6aefYsSIEfnmvfXWW0hJScEff/whT+vVqxd8fX3x7bffQpIkNG7cGOPGjcOECRMAAAkJCfD29sbSpUsxePDgIrcdHh6O9evXY8OGDbh16xbatm2LESNGYMCAAbCysipR/gtT6Ucxy3Hr1i0AQFhYmJFzQlT5sNwQ6Ydlh0g/LDtE+mHZIdJd3nIjCAI8PDzg6+uL5ORkefqMGTMwc+bMItMSRRHbtm1Damoq2rRpU+Ayp0+fxrhx47SmBQQEYNeuXQCAu3fvIiIiAt26dZPn29nZoVWrVjhz5kyRAaKXXnoJhw8fhpOTE1599VUMHz4cnp6eReZZF1UmQNSgQQPWICLSEf8bRaQflh0i/bDsEOmHZYdId8XVILpy5Uq+GkSFuXr1Kp599lmkp6fDysoKa9euhY+PT4HLRkZGwtnZWWuas7MzIiMjAUAeaSzvMi4uLvIyhTE1NcVvv/2GZ599tkzOBVUmQJRzcJRKJU+aRDpiuSHSD8sOkX5Ydoj0w7JDpLu85Sanlx1bW1utAFFRPD09ceTIESQmJuLvv//G2LFjsXPnzkKDRGVlw4YNxS6TkpKCoKAgdOzYUef02Uk1EREREREREVEhzMzM0KBBA7Rs2RJz5syBr68vfvrppwKXdXFxQVRUlNa0qKgouLi4AABcXV3lablFRkbKy5TGrVu38MILL+i1LgNEREREREREREQlpNFo5I6u82rbti0OHz6sNe3QoUNyn0UeHh5wdXXVWiYxMRHnzp0rtF+j8lJlmpgRERERERERERnSvHnz0LNnT9SpUwdJSUnYvHkzjh49ii1btgAARo8eDXd3d8yZMwcA8N5776F///748ccf0bt3b2zduhVBQUH47rvvAGR3kj169GgsWrQIDRo0gIeHBxYsWAA3Nzf069ev2PzUr1+/yPmiKOq9rwwQEREREREREREVIDo6GmPGjEFERARsbW3RtGlTbNmyBd27dwcAPHjwAArF08ZZ7dq1w4oVKzB//nx89tlnaNCgAdatW4cmTZrIy0ycOBGpqamYNGkSEhIS0L59e2zevBnm5ubF5iczMxNvvfWWVnq53b9/H19++aVe+8oAERERERERERFRAZYsWVLk/J07d+abNmDAAAwYMKDQdQRBwKxZszBr1iyd8+Pr64tatWph6NChBc6/fPmy3gEi9kFERERERERERFQJ9O7dGwkJCYXOd3BwwJAhQ/RKmzWIiIiIiIiIiIgqgSlTphQ5v3bt2li6dKleabMGERERERERERFRFfTKK6/g8ePHJVqWASIiIiIiIiIioiroxIkTSE9PL9GyDBAREREREREREVVzDBAREREREREREVVzDBAREREREREREVVzDBAREREREREREVVzDBAREREREREREVVzDBAREREREREREVUC48ePR1JSUomXnzRpEhwcHEq0LANERERERERERESVwIYNG0o8bD0ATJ48GXZ2diValgEiIiIiIiIiIqJKQJKkMkvbpMxSJiIiIiIiIiIig0pOToZKpSpyGVtbW53TZYCIiIiIiIiIiKiSaN26daHzJEmCIAiIiYnROV0GiIiIiIiIiIiIKonffvutxB1P64IBIiIiIiIiIiKiSqJdu3ZwdnY2eLrspJqIiIiIiIiIqJpjgIiIiIiIiIiIqBKoU6cOlEplmaTNABERERERERERUSXwzz//wNHRsdD5arUa586d0ytt9kFEREREREREVA1kZGQgPj4e8fHxSEhIQFxcHOLj45GUlAQPDw+0bt26TDo/JsPx8fHBjRs35D6IOnTogE2bNqF27doAgNjYWPTu3ZujmBERERERERFVJfHx8TAzM4OlpWW+eZIkISgoCEFBQXKwJyfwk5CQgPj4eK3XaWlpxW7P09MTbdq0gbW1NWJjYxEXF4e4uDjY2trCz88Pfn5+8Pf3h6urKx49eoRHjx7h4cOHePToEYYPHy4HKqhsSJKk9f7+/ftQq9VFLlNSDBARERERERER6UmSJKSlpSExMRGJiYlISkpCQkKC1vuc1wVNS01Nhbe3Nzp27IiOHTvC398foaGh2LVrF3bt2oVTp07B1NQUXbt2Rd++ffHcc88hMzMTf/zxBzZt2oTQ0FCd82xnZwd7e3v5YWVlheDgYNy8eROhoaGFpvnvv/8Wma6/vz8DRBWAIAh6rccAEREREREREVEukiQhLi4Od+/exd27d3Hv3j3cu3cPd+7cQUxMTL4gT94aHLoKCwvDrl27AABKpRKiKGrNz8zMxIEDB3DgwAFMmjRJa565uTk6d+4MZ2dn2Nvbw87ODg4ODlqvcweEbG1tC+3kOCYmBmfPnsW5c+cgiiIcHBzkR2RkJM6fP4/z58/j0qVLSE9Ph52dHdzd3VGrVi3UrFkTNWrUKNVxqIgWL16MnTt3IjQ0FObm5mjbti3mzp0LT0/PQtfp378/jh07lm96r169sGnTJgDA2LFjsWHDBq35PXr0wObNmw27AzpggIiIiIiIiIiqjZSUFDx+/BgRERHyc3h4uPw+JxiUlJSkU7qCIMDGxgZ2dnawsbGBra0tbG1t5Wk5r3Om5zxMTU0RFBSEo0eP4vjx44iOjoZKpUKPHj3Qr18/9O3bF0lJSdi9ezd2796NY8eOQRAE9OrVC6+88gpeeOEF2NjYGOTYODk54dlnn8Wzzz5b4Pw33ngDQHZHyBkZGbCysjLIdiuy48ePY9SoUfDz84NarcZnn32GQYMG4eTJk4Xu/9q1a5GZmSm/j42NRefOnTFgwACt5Xr06IGlS5fK71UqVbH5EQQBycnJUKlUkCRJfp+YmAgAOn9vc2OAiIiIiIiIiKokURRx/vx5BAYG4tChQzh79qz8Q7okXFxcULduXXh4eMDDwwN169aFi4uLHPDJ/bCysoJCod9A4d26dcMHH3wASZJw9+5dODs75ws++Pj4YPLkyXL+bW1t9dqWIZiYmMDEpHqEE/LW6Fm2bBk8PT0RFBSEjh07FrhO3o6+t27dCktLS7z44ota01UqFVxdXXXKjyRJaN26tdb7rl27ar2v9k3Mcqrg5a2KR0SFY7kh0g/LDpF+WHaI9MOyU3KSJOHGjRs4dOgQDh06hP/++w8JCQn5lrOwsICbmxtcXV3zPdeuXRseHh6oU6cOLCwsdNq2IT6jOnXqACj8884JHPH7ULTCyk1OB86JiYlagRSVSlWiGjw5ATpdRntbu3YtBg0alC/od/ToUXh6esLe3h6dO3fGRx99VOQQ9gCwY8eOEm9XV4Kkb/fWFYQkSUhMTMTdu3f17qmbiIiIiIiIKqdHjx7h9OnTOH36NM6cOYOoqCit+dbW1mjdujXatWuHVq1aoWbNmrCystK7lgVVboIgwMPDA76+vkhOTpanz5gxAzNnzixyXY1Gg6FDhyIhIQF79+4t0fbOnTuHnj174p9//kGrVq3k6Vu2bIGFhQU8PDxw584dfPbZZ7CyssL+/fsL7SOqrFWZAJFSqcTNmzfRqFEjox1MospGFEWEhYWx3BDpiGWHSD8sO0T6Kauyk56ejpiYGMTGxiImJkZ+xMbGIikpCd26dUPPnj3LJZASHByMtWvXIjk5GRqNBqIoFvmc8/ratWu4deuWVlrm5ubo0KEDunXrhu7du8PPz4/nnGqosHIjSZLcP5CuNYgmT56Mf/75B3v27EGtWrVKlI8PPvgAZ86cKbDT6tzu3LkDPz8/bNu2TavJmK4uXryIBQsW4I8//tB53SrTxCznA1cqlSz8RDpiuSHSD8sOkX5Ydoj0U5KyI0kSrl27hsuXLyM2NhbR0dH5AkA5j5SUlCLTWrx4MVq2bIlp06Zh0KBBRY589d9//yEtLQ3+/v7w9PQscV88t27dwueff47169dDo9GUaJ28lEol2rRpg27duiEgIADt27eHubm5XmlR1ZO33OTUkbG1tdUp+Dlt2jTs27cPu3fvLnFwKCUlBVu3bsWsWbOKXbZevXpwcnLCrVu3ig0QHTx4EP/++y9MTU0xcuRI1KtXDyEhIZg3bx727t2LgICAEuUvryoTICIiIiIioopJo9Hg2rVruHfvHjQaDSRJgiRJ8uuCpkmSBLVajaSkJMTFxSE+Pl5+znmdkJAAU1NTeQjv3EN5FzbNzc2tRENxx8fHY9u2bThw4ACGDBmC559/vhyOlH4kSUJQUBC2bNmCv/76C6GhoSVeV6lUwsnJCY6OjqhRo4b8rNFosGnTJgQFBWHYsGFo1KgRevbsCVtbW3mo9NDQUBw6dAiXL1/W6u7Dzs4OrVq1QuvWrdG6dWu0adNG/kEtSRIePnyIS5cuYceOHfjtt9/kIeL79u0LPz8/KBQKKJXKEj3XrFkTnTp1MmqHzVS1SZKE6dOnY9euXdixYwc8PDxKvO7ff/+NzMxMvPLKK8Uu+/DhQ8TGxhbbafXatWsxceJEODg4ID4+HmvXrsXnn3+OGTNmYODAgTh+/Di8vb1LnMfcGCAiIiIiIiKDSk9Pl5tUHD9+HCdPnkR8fLyxsyXz9vZGly5d0KVLF7Ru3RoajQapqalITU3FvXv3sHnzZuzZs0duhvLnn39i2rRpmDdvXpEjN926dQtvvvkmoqKiMGDAALz88sto2bJlmTTRkiQJZ86cwdatW/HXX3/h9u3b8jwzMzO0bdsWLi4uctDHyclJfuSeZmdnV2j+Fi5ciKVLl2LZsmUICwtDWFhYoflp3Lgx7OzsEBQUhISEBAQGBiIwMFCe7+7uDg8PDwQHByMuLk5r3d69e2POnDlo06ZNKY8KkeFNnToVmzdvxvr162FtbY2IiAgA2TWQcjoxHz16NNzd3TFnzhytddeuXYu+ffvm63g6OTkZX375JV544QW4urri9u3bmDNnDho0aIAePXoUmZ+ffvoJc+fOxfvvv4/t27fjjTfewK+//opjx46VuGZTYapMH0RmZmYICQmBt7c3qywTlZAoiggODma5IdIRyw6Rflh29KPRaHD//n1kZmZq1bjJW/vG3NwcNjY2sLa2hrW1dbke45SUFJw8eRL//fcf/vvvP5w+fRoZGRlay1haWsLLywsmJiZQKBQQBAGCIMivC3pWKBSwsbGBg4ODXAso92t7e3uo1Wq5VlFCQoL8nPt17vnR0dElHtymcePGaNq0qTzMdUBAANauXQtnZ+d8y+7cuRNvvfVWvkBYo0aN8PLLL+Pll1+Gr6+vXsc3p+x4enri9OnT2Lp1K7Zt24b79+/Ly1hYWKBPnz4YOHAg+vbta9AaNcnJyfjzzz9x584dJCYmysfX1dUV3bp1Q9euXeVaD1lZWbh69SrOnTuHM2fO4OzZs7h69arWSFJKpRLe3t5o2bIl3nnnnUKHCicqjcKuOZIkIS0trcRNzAobrWzp0qV47bXXAAD9+/dH3bp1sWzZMnl+aGgo2rZti61bt6J79+5a66alpWH48OG4dOkSEhIS4ObmhoCAAMyaNQsuLi5F5qdWrVo4ceIE6tatC0mS4Orqiu3bt6N9+/bF7ktxGCAiqsZ4o06kH5YdIv1UxrIjSRJiY2NhZ2dXZM0RQ1Kr1bh48SL+++8/HD16FMeOHUNMTIzO6XTt2hWrV69G7dq1S50nSZJw/fp1xMfHIzMzExkZGUhJScHZs2dx9OhRnD17Vm4mlMPV1RWdOnVChw4d0KFDBzRv3hympqalzktpxcXF4ejRozhy5AiOHDmCa9euQaVSwdLSEpaWlrCxsUGvXr0wZMgQNGvWDIIgYNOmTXjvvfeQkpKCOnXq4OOPP0azZs3g4+MDlUqFOXPm4OuvvwYAtGvXDqNHj8b27duxZ88epKeny9tu3LgxXn75Zbzyyivw8vLKl7eMjAz88MMPWLVqFezs7NC4cWP4+PigTp062LNnDw4fPozHjx/Ly1tbW6Nfv34YOHAgnn322XxDaFcUqampCAoKwv379+Ht7Y3GjRuXaDhxotIwVICoonF0dERwcLAcqK5Tpw7+++8/1KtXr9RpM0BEVI1Vxht1ooqAZYdIP5Wl7Dx+/FhuHhMYGIgHDx5AoVDAzc0NNWvWRM2aNVGrVi35dc6Q2TkdoeY8TExM5GcXF5dCf7ynp6fj7NmzckDoxIkTWkMvA4CpqSksLS0LrGGTUxMnLS0NSUlJWjU1XFxcsH79enTp0kWvYyFJEnbv3o0FCxbgzJkzRS5bu3ZtdO7cGV26dEHnzp3h6elZKX98Febq1at45ZVX8vXv4+joiNjYWADAhAkTsHDhQpiZmQEAkpKSsHPnTvz555/Yv3+/3GQNADp27IhRo0Zh0KBBsLCwwO7duzF16tQim3EB2f379O/fH4MGDUKvXr3YGTNRIapygGj27NmwtrYGAMydOxcTJkyAk5OT1nLvvfeezmkzQERUjVWWG3WiioZlh0g/FbXsJCcn47///kNgYCAOHjyIK1euGHwbSqUSLVq0kGvUWFtb4+jRozh69ChOnz6tFTgAsoMAHTt2RKdOndC5c2f4+fnJQYeiSJKE9PR03L59GyNHjsSlS5egVCrx9ddfY9y4cbhz5w4OHDiAAwcOQBRFzJ49G61atcqXjkajwY4dOzB//nwEBQUByB4Cunbt2jAzM4OZmRlUKhV8fHzkgFC9evUq5Y8tXSQmJuKLL77AmTNncP36dURGRgLIrsnz888/4+WXXy503fj4eGzfvh2bN2+Wjz+Q3XzFx8cHJ06cAAC4ublh3rx5sLe3x40bN3Djxg3cvHkT7u7uePPNN9GzZ88SfReIqruqGiBq3rx5sfkWBEE+d+uCASKiaqyi3qgTVXQsO0T6KYuyk5ycjIcPH+Lhw4d48OABIiIi0LJlS/Ts2bPQG2i1Wo1z587h4MGDOHjwIE6ePImsrCytZfz8/BAQEIAePXqgffv2SEpKwqNHj/Dw4UOt55xHRkYGRFGEKIpQq9Vaz1lZWUhLSytyP3KaY+U8fH19S32MUlNTMXr0aGzcuBFAduAhd/MkAFAoFPjggw8wZ84cWFhYQKPRYOvWrVi4cCEuX74MALCyssJ7772HSZMmFTu6TnUTHR2NkJAQeHp6FtgvUWEePXqENWvWYNWqVbh37x6A7Fpi77//PmbNmgUbGxut5XndIdJdVQ0QlSUGiIiqMd5sEOmHZYdIP7qUnZx7vAcPHmgFgPK+LmxkLB8fH7z//vsYNmwYzM3NERoaKgeEDh8+jISEBK3lPTw80KNHD/To0QPdu3cv0TDourh37x6OHz+O48eP49ixY0hNTcUzzzyDzp07o2PHjmXWHEuSJCxZsgQzZsyAKIowMTHBM888g549e+Lq1avYtGkTgOyOlN977z2sWrUK169fBwDY2Nhg7NixmDhxosGPB2UTRREHDhzAxYsXMXDgwAL7JcpZjtcdIt0wQKQ7BoiIqjHebBDph2WHjCE9PR0xMTGIjY3N94iJiUFycjJatGiBPn36oE6dOqXe3rVr13D8+HFoNBq5j5u8DwAFvs79UCgUcl88giDg8ePH8PDwgKmpKZRKJVJTUwsN/uTth6cwdnZ2qFWrFmrXrg07Ozvs3bsXSUlJAAAnJydYWlpqjfYEAPb29ujevTt69OiBgIAANGzYsEr/ULhw4QLCw8PRqVMnrdGtduzYgQkTJuDRo0fyNDs7O0yYMAHjx4/PNzQzGQevO0S6q6oBorS0NBw+fBh9+vQBAMybN0+rmbJCocDs2bP16p+sfIZiICIiIiJZcnIy7t27h7i4OMTExMjPBQV/ch6pqaklTt/X1xd9+vSBj4+PPCy4nZ2dPDy4tbV1gTfFoihiz549+PHHHxEYGGjIXdabo6OjHPypVauW1uuc57zNcRITE7F69WosXboUd+7cQUxMDMzMzNChQwcEBASgZ8+e8PPzq1Y/tP38/ODn55dv+vPPP48uXbpg1qxZ+Oeff/DGG29g7NixsLOzM0IuiYioOBs2bMD+/fvlANHKlSvh4+MjB4RCQ0Ph7u6OsWPH6pw2A0REREREOoqNjYVSqYS5uTnMzMxK9B/ItLQ07Nq1C3/88Qf27NmTr1PiklAqlXB0dISDgwOcnJzg6OgIR0dHODk5wdTUFEePHsWpU6dw5cqVIjtaViqVsLe3z/e4cOECbt26BSD7P5DdunWDtbU1JEnSeuTIO72gh0ajkfvmycrKQmpqKkxNTeVp5ubmhQaAatWqBUtLS52Pk62tLSZOnIjx48fLga6OHTvqlVZ1YGdnh6VLlxo7G0REVAJ//vkn3n//fa1pK1askIe5/+OPP/Drr78yQERERETVV3h4OH799Vfs2LEDNWrUgI+PDxo3biw/5x3+VR+HDh3C3Llz5dGGgOxmVRYWFrCwsIC5uXmBz0qlEkePHpWbPQHZP8pr1KghB3hygj55n3O/Lkl1+JiYGBw4cAAHDx7E48ePERcXh/j4eMTHxyMuLg5ZWVkQRRExMTGIiYnJt769vT3eeustjBkzBh4eHqU+ZrmVdzMZpVKJXr16lfl2iIiIysvt27fRtGlT+b1KpYJCoZDft2rVCtOmTdMrbQaIiIiIqNKSJAnHjx/H8uXLsXXrVqjVannegQMHtJZ1dnbWChjlPLu7uxcbdDl+/Djmzp2Lf//9t8A8pKamlqgJmIeHB15++WUMGTIEzZo1K5O+D5ycnDBkyBAMGTKkwLympaXJAaPcgaOEhATY2tpi4MCBsLKyMni+iIiIqPQSEhKQkZEhvw8LC9Oar9Fo9KqlDDBARERU7iRJwvnz5xEYGIihQ4eidu3axs4SUYUTHR2NY8eO4fjx40hOTkbv3r3Rq1cvuYlQamoqNm7ciGXLluHSpUvyes888wzefvttqNVq3LhxA9evX8eNGzdw9+5dREVFISoqCkeOHNHalq2tbb7AkZmZGYKCgnDhwgUEBQUhNDQUAGBmZoZRo0Zh+vTpcHJyQnp6OtLS0uRHzvu80zMyMtC0aVO0b99e67985U0QBFhaWsLS0hI1a9Y0Wj6IiIhIPzVr1sT169fh6elZ4PyrV6/qfY1ngIiIqJxERUVhw4YNWLNmjdw3yKpVq3D48GG4uLgYOXekC41Gg7S0NGNno1JLTEzEhg0bsHbtWkRHR8PKygrW1tawtrbG/fv3cePGDa3lV6xYAQsLC/Tq1Qu1a9fG+vXr5eHNLSwsMGTIEIwePbrATniB7E6hQ0JCcO3aNa3A0c2bN5GYmIhTp07h1KlThebXxMQEb7zxBmbOnIm6devK01UqFTvzJSIionLTq1cvLFy4EL179843UllaWhq++uor9O7dW6+0GSAiIipDarUa+/btw2+//YZdu3YhKysLQPaPShsbG9y8eRMDBgzAgQMH2KSjEnj48CHWrFmDVatW4f79+3B1dYWXlxc8PT3h5eUlv27QoAFMTU2NnV2jkyQJFy5cQGJiIhQKBQRBQHp6OrZs2YI//vgDKSkpRa7v4+ODTp06wdzcHDt37sSdO3ewfft2eX6DBg3w3nvv4fXXXy92KG5ra2v4+/vD399fa3pGRgZCQ0PlgFHOc2ZmJpo3b46WLVuiZcuW8Pf3R40aNfQ/GEREREQGMHnyZGzbtg1t2rTBO++8g0aNGgHIHr1sxYoVEEURkydP1ittQco9FEUlJEkSEhMTYWZmhpCQkHLr9JCoKijvzkKrEkmScPfuXZw5cwbnzp3DuXPnEBMTgzp16qB27dqoU6cO4uPjsX79ejx+/Fher1WrVnjjjTfwyiuvIDIyEt26dUNMTAz69u2LzZs3w8SEcfuKRhRF7Nu3DytXrsTu3buh0WiKXUepVKJ+/frw8vKCt7c3PD090ahRI9jY2MDExARmZmZQqVTw8PCosmXv/v37GDt2LPbt21foMt7e3njnnXfQunVrpKSkIDk5GUlJSbC3t0eHDh20AjKSJOHSpUv4+++/cf/+fQwaNAjPPvusUZtrke543SHSD8sOke4KKzc5/fGVZOCHiuru3buYMmUKDh06JI8uKggCunfvjkWLFskjmumKASKiaow3GyWj0Whw69YtXLhwQe6P5MKFCwWO/lOQGjVqYNiwYRg5ciSaNWumNe/kyZPo3bs30tPT8dZbb2H58uWV9kJV1Tx48ABr1qzB6tWrcf/+fXl6586d8eabb6JevXowMzNDWFgYQkNDERISgtDQUISGhhZbMyZH/fr1MWPGDAwfPhxmZmYlzltKSgoiIyPzPdRqNUaOHGnwkad0IUkS1qxZg2nTpiExMREqlQoNGjSQhzuXJAmtW7fGqFGj0KlTJ37fqxled4j0w7JDpLuqHCDKERcXh1u3bgHIrlnt4OBQqvT4r2oiImRfKGJiYhAeHo7Hjx/j0aNHuHLlihwQSkxMzLeOqakpmjVrhtatW6N169Zwd3fHw4cPcf/+fdy/fx+ZmZkYNGgQ+vbtW+iP//bt22PdunV45ZVXsGrVKty9exfPPfccAgIC0LRp00p/0apsNBoNDh48iOXLl2vVFnJ0dMSIESPw1ltvoXHjxlo3HG3bttVKQ5IkPHz4UCtoFBISgps3byItLQ1ZWVnIyspCSkoKbt++jdGjR2PBggWYPn06OnXqhKioqAKDP5GRkYiKikJERESRAahFixZhxowZmDx5cr526WXt/v37GDNmDPbv3w8AaNeuHVasWAEfH59yzQcRERFRdaBQKOTa1IaoVc0aRETVWHX4b5RarUZkZCQeP34sB3/yPuc8cvoHKohKpUKzZs3g5+cnP5o2bWqwH+C//PILxo8frzXN1dUV7733HmbNmsVmNKWg0WgQHBwMT0/PQpvwxcfH4/fff8dPP/2kNVRo586dMWrUKAwcOFDrszZE2UlNTcWKFSvwzTffaDVDLClzc3O4urrC2dkZLi4ucHFxQWhoKI4dOwYAaNSoEb755ptyaYYlSRJWr16NadOmISkpCSqVCvPmzcPEiROr7LmF9FMdrjtEZYFlh0h3VbkG0b179zB16lQEBgZqNTHr0aMHvv76a60BNXTBABFRNVaZbzbS09PlwE5BAZ+c15GRkdDlNOfk5ARXV1e4u7vDx8cHfn5+aNmyJRo3blzmnQ5fuXIF+/btQ2BgII4ePSqPkjVkyBCsXLlSqxZSWloavv32W0RFRWHKlCmoXbt2ibeTnp6O//77D3v27MGxY8dQs2ZNtGrVSq4JVdk64k1LS0NSUlKBI8EdO3YMU6dOxblz51C/fn188MEHeP311+Wh0i9duoSffvoJ69evR2pqKoDsIc9HjBiBd999F40bNy5wm4YsO2lpaVi1ahV++OEHxMXFycGeoh6urq6wtrbOd1MjSRI2btyImTNnIjw8HEB2TbdatWrJfWONGzcuX62n0rh37x7GjBmDAwcOAGCtISpaZb7uEBkTyw6R7qpqgOjBgwfo0aMHTExM8Pbbb8Pb2xsAcOPGDaxatQqiKOLgwYOoVauWzmkzQERUjZXHzYYkSRBFscCaG8nJyfj999+xZcsWpKSkQK1Wyw9RFCGKota0nOlqtVqnIcYVCgVcXV3h5uYGd3d3uLm5ab3OeXZ1dYVKpTLk7ustIyMD69atw4QJE6BWqxEQEIBNmzbB1tYWBw8exPjx43Hz5k0A2UN8T548GVOmTIG1tXWB6T148AB79+7F7t27ERgYKAdDClKvXj34+/vLAaM2bdqU6whruf8LUtC8+/fv4+TJk/IjKCgIarUavr6+6N+/P1544QU4ODhg9uzZ2Lp1a740nJycMHLkSJw+fVqubQMATZs2xZgxY/Daa68VehxzVPQb9cTERMyfPx/Lli1DRkaG1jwrKyv8888/aNWqVam2ER8fj19++QVffvklkpKSYG5ujnnz5uH999+vkMeEKoaKXnaIKiqWHSLdVdUA0YQJE3Dr1i1s2bKlwGHuX3rpJTRs2BA//PCDzmkzQERUjZX2ZkMURTx+/Bj37t2TH/fv38fDhw/x+PFjRERE4PHjx5AkCc888wwCAgLQo0cPuLm54eeff8bKlSsRHx+vd/5VKpVWcCdvwCfntbOzc6U9Lxw4cACvvvoqkpOT0bx5c/j6+mL9+vUAgFq1aqFu3bo4ceIEAMDd3R0TJ06Era2tHFB79OgR9u3bh8uXL2ulW7NmTfTp0wcBAQGIjIzE2bNncfbsWYSEhOTLg6WlJQYMGIDhw4eje/fuZXYsU1NTsXz5cnz//ffIyMiAr68vfH190bRpU6SmpuLkyZM4deoUHj58WOI0FQoF3n77bUybNg379u3Dt99+K3fkBwAmJiZ48cUXMXbsWJ06TK4sN+pZWVkIDw/Hw4cP8eDBA6xYsQL//vsvnJ2dcfjwYXlYVF08ePAAP/74I1asWIGkpCQA2X1prVixQv4PFlFhKkvZIapoWHaIdFdVA0RNmjTBr7/+imeeeabA+ceOHcOoUaNw/fp1ndNmgIioGivpzUZaWhouXbqE8+fP48KFC7h16xbu3buHBw8eQK1WlyoPjRo1wtixY9GwYUOYmJhoPZRKpdZz7ul2dnawt7evlCd1XV24cAEvvPACIiIiAGTXrBkzZgw+/fRT2NjY4K+//sKsWbO0Ah95CYKAdu3a4bnnnsNzzz2HFi1aFHjsEhIScOHCBTlgdObMGa0RvGrWrIkhQ4Zg+PDh8PX11VpXrVbjyJEjuHPnDl577bUS98+UmZmJ1atXY8GCBXKzqKIolUq0aNEC7du3lx+2trbYs2cPdu7ciX379iE5ORk9e/bEl19+qTVynCiK+Ouvv7BlyxY0btwYo0aNQs2aNUuUz9wq6416UlISevTogaCgIDRs2BCHDx+Wm+aJoojTp0/DzMwM/v7++b4fV69exbfffosNGzbI/XU1adIEkydPxrBhwyrVcSDjqaxlh8jYWHaIdFdVA0Surq44f/58oU3IHj58iFatWunVxyUDRETVWEEnzZxg0Llz53D+/HmcP38e169fhyiKBaahVCrlvk3q1q2LOnXqoHbt2lo1edLT0/Hvv//i4MGDOHToEOLj49GlSxdMnDgR/fr1YwfMJXD79m289tprUCqVWLx4cb4+ZDIyMvDzzz8jMDBQK6BmbW2Nrl27onfv3nr1LSRJEk6fPo1169Zh06ZNiIuLk+e1aNECw4cPR6NGjbB9+3Zs374dMTEx8rwNGzYUWUNFFEWsX78en3/+OW7fvg0A8PDwwEcffYTmzZvj6tWruHLlCq5duwYTExM5GNSqVasim7xlZGQgOjoaNWvWLLOLfmW+UX/8+DG6du2K27dvw9/fH3PmzMGOHTuwfft2REZGAgDq1q2Ll156CS+99BLS0tLwzTffYPfu3XIaXbp0wZQpU9CnT59KeWNFxlOZyw6RMbHsEOmuqgaImjdvju+++w4BAQEFzv/nn38wefJkXLp0See0GSAiMrK0tDRcv34dly5dwt27d9GqVSsEBATIneiWpaSkJOzcuRMxMTEICgoqMhjk4uICf39/+Pv7w9vbGx4eHqhbty7c3d11KnOiKCI+Ph5OTk6G3BUqBxkZGdizZw/WrVuHPXv2FDjqW87nGhMTAxsbG/z888946aWXtJaRJAnbtm3D3Llz5aqvrq6u+PDDD/H2229XmH6gilLZb9RDQkLQrVs3REdHa013cHBAZmYmUlJS8q0jCAIGDBiAKVOmGLSTa6peKnvZITIWlh0i3VXVANGHH36II0eO4O+//873D+CoqCgMHDgQnTt3xsKFC3VOmwEionKSkZGBkJAQXL9+XX5cu3YNISEh0Gg0Wsuam5uje/fu6Nu3L5577rlChylUq9VQKBT5auBoNBocPnwYq1evRkhICNzd3VGnTh3UqVMH5ubmcjDoxo0bhQaDWrVqBT8/PzkoVKtWrUp5AqWyERMTgz///BP/+9//EBkZiWeffVa+GEVERGDEiBE4evQoAMijK0RGRiIqKgoXLlyQ/6Ph4OCAqVOnYuzYseXaEXZpVYUb9dOnT6N///4wMzPDiy++iIEDB6Jr165Qq9XYu3cvNm/ejF27dkEURbz++uuYOHEiPD09jZ1tquSqQtkhMgaWHSLdGSpAtHjxYuzcuROhoaEwNzdH27ZtMXfu3CLvi9avX49x48ZpTVOpVFrNviRJwsKFC/H7778jISEB7dq1wzfffIOGDRsWmZ/4+Hj07NkTkZGRePnll+Hl5QVJkhAcHIwtW7bAxcUFBw4cgIODQ7H7lhcDRBWEJEk4efIkLl68iCZNmsDf37/YUXTIeB49eoTt27cjOjpaDtAIgpDvOSYmBtevX8eNGzdw8+bNfIGgHE5OTmjevDlq1aqFI0eO4N69e1rzmzVrhr59+6JPnz5ISEjAsWPHcOLECZw5cwYmJibw8/ND69at4e/vj7t372LNmjXyCFfFcXJyQps2beRAEINBZAhqtRpz5szB119/XeB8KysrvP/++5g0aRLs7e3LN3MGUFVu1DMzM2FiYlJoM8/09HQAKHF/UkTFqSplh6i8sewQ6c5QAaKXXnoJgwYNgp+fH9RqNT777DNcv34dJ0+eLPQfnOvXr8fMmTNx5swZeZogCHLfjwDw3Xff4dtvv8Xy5ctRt25dLFiwANeuXcPJkyeLvfeKj4/Hp59+ir/++gsJCQkAADs7OwwYMACffPKJXsEhgAEio4uIiMC6deuwZs0aBAcHy9MVCgUaN26MNm3aoE2bNmjdujV8fX1hampqxNxWbwkJCfjrr7+wceNGHDp0CPoUHTs7OzRu3BiNGzeGj48PGjdujGbNmmn1lSJJEq5evYrdu3dj9+7dOHnyZKGBpaLY2Nhg6NCh6NmzJ6KiouROpZOSkuDr6wt/f3+0bNkSSUlJ8PHxqVTlhiqPffv2YeXKlbCwsICLiwucnZ3h5uaG5557TusCWdnwRp1IPyw7RPph2SHSXVk1MYuOjoanpyd27tyJjh07FrjM+vXr8eGHH+Lu3bsFzpckCY0bN8a4ceMwYcIEANm/N729vbF06VIMHjy4RHmRJEnuMqBGjRoQBAFRUVH4/fffMWXKFJ33zUTnNSqonGYyhXWkW9FkZGRg+vTpWLVqlTwKlKWlJdq3b4/g4GA8fPgQV69exdWrV7FmzRoA2f/B9fPzw6JFi+Dv72/E3Fcst2/fxsGDB2FnZ4c+ffrAxsYm3zLp6elISUkpsN+bkJAQbNu2DUFBQfD390fv3r3RrFkzCIKA9PR07N27Fxs3bsTevXuRkZEhr9e+fXv4+vpCkiRoNBpoNBqt1xqNBjY2NnIgyNvbG+7u7gWehPIGgHKCSFOmTEF0dDQOHDiA3bt3499//4W9vT06dOiADh064JlnnoFarcb58+dx9uxZnD9/HhYWFhg2bBgGDx5cbJMdURSRnJxcacoNVT49e/ZEz549C5xXmb93le2aQ1RRsOwQ6Ydlh0h3hZWbnH/0JyYmav02U6lUJeoLMzExEQCKraWTkpKCZs2aQaPRoEWLFvj444/RuHFjAMDdu3cRERGBbt26ycvb2dmhVatWOHPmTIkDRIIgwNnZWWva48ePsWDBAr0CRFWmBtHdu3f1qtFhDFFRUZgyZYrcB0ezZs0wYMAAPPvss3KzssjISDlAdOXKFVy9ehVJSUkAskeX2bp1K0xMqkx8TydqtRqXLl3CkSNHcOTIEa2hvc3MzNCxY0f06tULDg4OOHfuHM6dO4crV64gKysLTk5O8PLygpeXF1QqFQIDAxEWFpZvGzVq1ECTJk1w/vx5JCcny9MbNGgg9wtU2LCCREREREREVDEJggAPDw/4+vpq/dabMWMGZs6cWeS6Go0GQ4cORUJCAvbu3VvocqdPn8atW7fQtGlTJCYmYsmSJTh+/DhOnDiBWrVq4dSpU+jTpw+uX78ONzc3eb0333wTgiBg1apVeu/f5cuX0a1bN3l0YV1UmQCRUqnEzZs30ahRowpd7fLMmTN49dVXER4eDnt7e/z222/o3bt3setpNBqEhISgV69eiI6OxvLly/HGG2/ovP2kpCSEh4fD1dW11L22Z2VlISQkBGFhYfD390edOnX0Tqs4cXFxOHDgAPbs2YP9+/cjNjZWnqdUKtGhQwc8fvwYoaGhOqdtYmKCgIAAPPPMMzhz5gwOHz6sNYJPrVq18Morr2DIkCFyzaKqQhRFhIWFVfhyQ1TRsOwQ6Ydlh0g/LDtEuius3EiShMzMTADQuQbR5MmT8c8//2DPnj06VRjIyspCu3btMHjwYMyePbvCBoiqTBWUnA9cqVQa/aSZmZmJrVu3YvXq1YiJiYGzszOcnZ1hbW2NtWvXIiMjAz4+Pti6dSsaNWpUojSVSiWaNm2KGTNmYNq0aViwYAGGDRtW4o5Dg4ODsWzZMvz+++9y8MPKygru7u6oWbOm1nPeaRYWFnjw4AGuXLmCy5cv48qVK7hy5QqCg4PlYa6tra3x+++/o3///vodtDwkSUJISAh2796NXbt24dixY1pVAx0dHdGnTx/07dsXvXv3hr29PSRJwuXLl7Flyxb89ddfyMjIQIcOHdClSxd06tQJ7u7uuHr1Ki5duoRLly4hPj4evXv3Rv/+/bWqB2ZkZOD48eM4f/482rRpg06dOhXagWtVURHKDVFlxLJDpB+WHSL9sOwQ6S5vucmpI6NrhYlp06Zh37592L17t86tSUxNTdG8eXO59YurqyuA7NZFuQNEkZGRaNasmU5pG1KVCRBVBI8ePcLKlSuxcuVKreHr8urfvz/WrFkDW1tbnbfx3nvv4fvvv8f9+/exYsUKuUOrgmg0Guzfvx9Lly7Fvn375OkWFhZIS0tDSkoKwsLCCmxilZtKpdLqeyc3W1tbODo64s6dOxg8eDDmz5+PKVOmyAVNo9Hg1KlTUCgUaNeuXbH7FxMTg19//RVr1qzJl68mTZqgb9++6NevH9q1a5eviZ0gCGjevDmaN2+OefPmFZh+u3btis2HSqVC9+7d0b1792LzS0RERERERFWXJEmYPn06du3ahR07dsDDw0PnNERRxLVr19CrVy8AgIeHB1xdXXH48GE5IJSYmIhz587hrbfeKjKt2bNnFzk/p9NqfTBApKfo6GicP38eFy5ckJ/v3Lkjz3d3d8c777yD1q1bIzo6GlFRUYiMjISXlxdef/11vWukmJubY/bs2RgzZgy++OILvPnmm3K/RTmSkpKwdu1aLF26VG5yJQgC+vXrhwkTJqBbt25ITU1FeHg4wsPD8ejRo3yvHz16hEePHiE1NRUZGRkwMTGBl5cXfH190axZM/j6+sLX1xd169aFWq3GpEmT8Msvv2DWrFm4du0a3nvvPWzduhV//vknHjx4ACC7Ot7nn39eYN9J169fx48//oh169YhLS0NQHZ/Ql27dkXfvn3Rt29f1K9fX69jRkRERERERKSPqVOnYvPmzVi/fj2sra0REREBILuyhIWFBQBg9OjRcHd3x5w5cwAAX331FVq3bo0GDRogISEBP/zwA+7fv48RI0YAyP59Pnr0aCxatAgNGjSAh4cHFixYADc3N/Tr16/I/OT0ZVyUDh066LWvDBA9IYoi7t69i+TkZLl2TUpKClJTU+VHTEwMLl26hAsXLuD+/fsFpvPMM89g7NixGDhwIMzMzMokryNHjsQ333yDsLAwLFmyBB9++CEA4ObNm1i+fDnWrFkj96xuZ2eHN998E6NHj0aDBg3kNKysrNCoUaMim7hJkoSkpCRER0ejVq1ahbbHNDU1xY8//oimTZti8uTJWLduHdatW6e1rZSUFCxevBhnzpzBunXr4O7uDkmScODAASxZskSrhlOLFi0wYcIEDBw4sMARyYiIiIiIiIjKQ05/QHm7U1m6dClee+01AMCDBw+0KoHEx8dj4sSJiIyMhL29PVq0aIF9+/bBx8dHXmbixIlITU3FpEmTkJCQgPbt22Pz5s3FdiOzY8cOQ+1aPlWmk2ozMzOEhITA29tbp3a5sbGx+PXXX/HTTz8VGvQpjKenJ/z8/ODv7w8/Pz+0bNmy2KHuDOWPP/7AiBEjYGdnh5UrV2L16tXYs2eP3J7Sy8sL48ePx/Dhw/PVMCpL//zzD4YNG4b09HT0798fL7/8Mvr06YNdu3bh3XffRVJSEtzc3DB27Fhs2LAB169fB5AdQX3++ecxceJEdOrUqUp1BF2RiaKI4OBgncsNUXXHskOkH5YdIv2w7BDprrByI0kS0tLSSj1oU1VUbWsQXb16FUuXLsX//vc/uUmTSqWCnZ0drKysYGFhASsrK1hZWcHS0hKWlpawsbFBkyZN4O/vjxYtWujVh5ChvPzyy/jqq69w+fJlvPzyy/L05557DuPGjUPPnj2N0rFyz549cevWLSgUCrm6HQAMHjwYzZo1w6uvvoqrV6/ik08+AZDdufWbb76JcePGadVwIiIiIiIiIiJtX331VYmWmz59us5pV5kA0b///ltscySNRoM9e/bgxx9/xMGDB+XpOU2aXnnllRKPCmZsCoUCCxcuxPPPPw8rKyu8/vrrGDNmDLy8vIydNVhZWRU43cvLC0ePHsWUKVNw+vRpvP7663jjjTdgZ2dXzjkkIiIiIiIiqny++OILuLu7o0aNGiisQZggCNU7QPTqq68iOTkZjRs3Rvv27dG+fXvY2toiISEBCQkJiI6OxtatW+WRsRQKBZ5//nm8//77lbZJU+/evXH9+nXUqFHDqLWZdGFlZYWffvrJ2NkgIiIiIiIiqnR69uyJ//77Dy1btsSwYcPQp08fg7UeqjIBorp16+Lq1au4du0arl27JncklZednR3eeustjBkzBvXq1SvfTJYBNssiIiIiIiIiqh42bdqE8PBwbNiwAXPmzMHkyZPx6quvYvjw4fD09CxV2lUmQHTmzBmcOHEC0dHROH36NM6ePQu1Wg07OzvY2trC3t4ezZo1w9ChQ8u102YiIiIiIiIiIkNxd3fH5MmTMXnyZBw7dgzr169Hjx490LhxY2zbtk2rP2BdVJkAEQA4OTmhQ4cOGDhwoLGzQkRERERERERUpvz9/XH//n0EBwfj8uXLyMrK0jtAVP7DXBERERERERERkd5Onz6NiRMnwtvbG7/88guGDBmC69evl6p/4ipVg4iIiIiIiIiIqKr6/vvvsWHDBsTExODll1/G7t274evra5C0GSAiIiIiIiIiIqoE5s2bh9q1a2PAgAEQBAEbNmwocLn58+frnDYDRERERERERERElUCHDh0gCAJu3LhR6DKCIOiVNgNERERERERERESVwM6dO8ssbXZSTURERERERERUzbEGERERERERERFRJTBixIgCp9va2qJhw4YYOXIkatSooVfarEFERERERERERFQJ2NraFvhISEjA77//jjZt2uDatWt6pc0aRERERERERERElcDSpUsLnafRaDBx4kR8+umn2Lhxo85pswYREREREREREVElp1Ao8O677+LixYv6rW/g/BARERERERERkRFYWVkhNTVVr3UZICIiIiIiIiIiqgIOHTqERo0a6bUu+yAiIiIiIiIiIqoEdu/erfVekiRcu3YN8fHxSEtLw6ZNm/D999/rlTYDREREREREREREFVxCQgKGDRtW6HwTExPMnj0bgwcP1it9BoiIiIiIiIiIiCq4jz/+GA0bNsSQIUOwb98+CIIAAFiwYAEUCgXmzJmDkydP6p0+A0RERERERERERBXcP//8g/Hjx+P333/H77//jvbt22P79u1o3bo1AGDq1KkYPHgwjh8/jg4dOuicPjupJiIiIiIiIiIqwOLFixEQEIA6derA09MTw4YNQ2hoaJHr/Pbbb3juuedQr1491KtXDwMGDMC5c+e0lhk7diwcHBy0Hi+99FKR6UZGRuLAgQMYOXIkvLy8YG5ujlq1asnzfXx8oNFosGzZMr32lQEiIiIiIiIiIqICHD9+HKNGjcL+/fuxdetWZGVlYdCgQUhJSSl0naNHj2Lw4MHYsWMH9u/fj1q1amHQoEF49OiR1nI9evTAjRs35MfKlSuLzItGo0FwcDB69OgBAFAqlXIzMwAQBAGCICAoKEivfWUTMyIiIiIiIiKiAmzevFnr/bJly+Dp6YmgoCB07NixwHVWrFih9f6HH37Ajh07cOTIEQwZMkSerlKp4OrqqlN+IiMjsXnzZtSoUQNqtRrr16+Hk5MTACApKQkAEBMTo1OaOapMgEgURa1nIioeyw2Rflh2iPTDskOkH5YdIt0VVm4kSQIAJCYmatW+UalUUKlUxaabmJgIAHBwcChxXlJTU5GVlQV7e3ut6UePHoWnpyfs7e3RuXNnfPTRR3B0dCw0ndq1ayM8PBy//fYbLCws4OLigj/++ENrGUdHR1hZWZU4b7kJUs7RqaQkSUJiYiLu3r2LSr4rRERERERERFSGBEGAh4cHfH19kZycLE+fMWMGZs6cWeS6Go0GQ4cORUJCAvbu3VvibU6ZMgWBgYE4ceIEzM3NAQBbtmyBhYUFPDw8cOfOHXz22WewsrLC/v37oVQqC01r+vTpOHr0KAIDA+W0cqSlpaFHjx7o3LkzvvzyyxLnL0eVCRAplUrcvHkTjRo1KvJgEtFToigiLCyM5YZIRyw7RPph2SHSD8sOke4KKzeSJCEzMxMAdK5BNHnyZPzzzz/Ys2ePVufQRfn222/lJma+vr6FLnfnzh34+flh27Zt6Nq1a6HLRUZGolu3blAoFHjnnXfg6ekJAAgJCcHPP/+MhIQEBAUFwcXFpUT5y63KNDHL+cCVSiVPmkQ6Yrkh0g/LDpF+WHaI9MOyQ6S7vOUmp46Mra2tVoCoONOmTcO+ffuwe/fuEgeHlixZgu+++w7btm0rMjgEAPXq1YOTkxNu3bpVZIDIxcUFe/fuxZQpU/Dpp5/K+yMIAtq0aYMzZ87oFRwCqlCAiIiIiIiIiIjIkCRJwvTp07Hr/+zdd3gUVRfA4d/sbgrpAZIQIAESeofQeweliUjviihSROl+YkNFFEREiqL0IgoI0hHpRXrvIZAAIQkthZC2O/P9sWQgAgIhYRM47/P44JS9cze7d2fmzL3nrlrFihUrKFCgwGO9buLEiYwfP54lS5ZQoUKFR+5/+fJlbty48VhJq/39/fn999+Jjo4mJCQETdMIDAzk4sWL1KtX77Hq9yASIBJCCCGEEEIIIYR4gCFDhrB48WIWLFiAi4sLkZGRgLUHUo4cOQB4++238fX15eOPPwbgu+++Y8yYMUyfPh1/f3/9Nc7Ozri4uHDr1i3Gjh1Lq1at8PHx4fz583z88ccEBAToU9g/Dg8PDypWrKgvX7x48aneqwSIhBBCCCGEEEIIIR5gxowZALRo0SLN+smTJ9O5c2cALl26hMFgSPOa5ORkevTokeY1qYmwjUYjJ06c4NdffyUmJoY8efLQoEEDPvjgg8eaSS2zSIBICCGEEEIIIYQQ4gFu3rz5yH1WrlyZZvnIkSP/uX+OHDlYsmTJE9elW7du/7k9Jibmicu8lwSIhBBCCCGEEEIIIbI4Nze3R27v2LFjusuXAJEQQgghhBBCCCFEFjd58uQn2v/y5cv4+vqmGf72X7J9gCglJUX/12g0YrFYbFwjIbIPi8Ui7UaIdJC2I0T6SNsRIn2k7Qjx5B7WblKXU1JSsLe3t0XVnpnq1auzdetWChYs+Fj7K5qmaZlbpcyVnJxMQkKCrashhBBCCCGEEEKIbCJHjhzPfYDIz8+Pbdu2PXaAKNv3IEplNBo5f/48gYGBGI1GW1dHiGzBYrFw7tw5aTdCPCFpO0Kkj7QdIdJH2o4QT+5h7UZVVZKTk21Ys6wr2weITCbrWzAYDKiqisFgeOzxdUK86DRNk3YjRDpI2xEifaTtCJE+0naEeHKPajepsQRxl/y6CCGEEEIIIYQQQrzgJEAkhBBCCCGEEEII8ZxRFOWJ9pcAkRBCCCGEEEIIIcRz5knnJJNBd0IIIYQQQgghhBDPmV27duHr6/vY+0sPIiGEEEIIIYQQQogs7urVq2mWjx49St++fWnatCk9evRg+/btabbnz5//iWY+lACREEIIIYQQQgghRBZXvHhxPUi0e/duGjZsyMWLF6latSpxcXG0adOGHTt2pLt8GWImhBBCCCGEEEIIkcXdm1No7NixdOjQgUmTJunrRo4cyddff83y5cvTVb70IBJCCCGEEEIIIYTIRk6ePEn37t3TrOvevTvHjx9Pd5nSg0gIIYQQQgghhBAiG7h16xYODg76f/dydHQkISEh3WVLgEgIIYQQQgghhBAiG6hUqRJgHW528OBBypYtq287efIkefLkSXfZEiASQgghhBBCCCGEyOJWrFiRZtnHxyfNclhYGD169Eh3+RIgEkIIIYQQQgghhMjiatas+Z/b33777acqX5JUCyGEEEIIIYQQQrzgJEAkhBBCCCGEEEIIkc317duXVq1apfv1MsRMCCGEEEIIIYQQIpvz9fXFYEh/PyAJEAkhhBBCCCGEEEJkcx999NFTvV6GmAkhhBBCCCGEEEK84CRAJIQQQgghhBBCCJHNXbp0if79+6f79RIgEkIIIYQQQgghhMjmbt68ycKFC9P9eslBJIQQQgghhBBCCJHFrV69+j+3h4aGPlX5EiASQgghhBBCCCGEyOK6du2KoihomvbQfRRFSXf5EiDKBmISY/jn8j/surSLXZd2kcMuB8vaL7N1tYQQQgghhBBCCPGM5MmTh3HjxvHyyy8/cPvRo0epV69eusvP1BxE3377LQ0aNMDPz48iRYrQpUsXzp49m2afxMREhgwZQkBAAPnz56d79+5ERUVlZrWyBU3TmHV4FkE/B+H9rTctF7Xkyx1fsil0E5subCLFkmLrKgohhBBCCCGEEM+1rBTXKFeuHIcOHfrPff6rd9GjZGqAaOfOnfTu3Zv169ezdOlSUlJSePXVV4mPj9f3+eCDD1i7di2zZs1i5cqVRERE0K1bt8ysVpYXlxRH9+Xd6bOqD0ejjqKR9gNWnBQuxl60Ue2EEEIIIYQQQogXQ1aKawwYMIAqVao8dHtAQAArVqxId/mK9jThpSd07do1ihQpwsqVK6lZsyYxMTEUKVKE6dOn07p1awDOnDlD1apVWb9+PZUrV35kmaqqEhcXh52dHWfPnqVYsWIYjcbMfiuZ5mjUUTot7cSZG2f0dR55POicrzMH/Q+S2y83Tu5OzLXMtWEtxfPCYrFw+vTpbN9uhHjWpO0IkT7SdoRIH2k7Qjy5h7UbVVVJTEzE1dUVg+HJ+8xkRlwjs1y+fBlfX9/Hfp/PNAdRbGwsAJ6engAcPnyYlJSUNGPkihYtSv78+dm7d+8D/5BJSUkkJSXpy6nxLYvFkubf7Gjh8YX0W9uPBHMCAHYOdlRqUQm/En6MTxlPD7segPU9Z+f3KbKO56HdCGEL0nZebJqmsTZkLTXy18Ddwd3W1clWpO0IkT7SdoR4cg9rN6qqAhAXF5cmobODgwMODg6PLDcj4hrPSvXq1dm6dSsFCxZ8rP2fWYBIVVVGjhxJ1apVKVmyJACRkZHY29vj7p724srb25vIyMgHljNhwgTGjh2rL7u4uHDs2DEuXLgAQHBwcOa8gUy2/vJ6hu8drg8nK+ZeDO/W3jh7OBMbG8vpsNPE+sfq+58OO22rqornUHZtN0LYmrSdF8/B6wf5/sT3HLx+kN5Fe9O/ZH9ct27FPjKSJH9/kvz9SfHxgXQ8kXyRSNsRIn2k7Qjx5P7dbgwGA/7+/lStWjVN3GH48OGMGDHiP8vKqLjGs/KkA8aeWYBoyJAhnDx5kjVr1jxVOe+99x7vvPOOvpz6hgsWLEhISAiFCxfOdt0ut4Vt48MDH+rBoULlC/FPw394K8db+j7FihXDzc4tzTIA4eHg5AQeHs+yyuI5YbFYCA4OzpbtRghbkrbz4jl+9Tgfb/2YVcGr9HUzz89kVJNR5Fu/HuPKlfp6zdERLTAQS+fOWAYOBJNMGptK2o4Q6SNtR4gn97B2o6oqKSkp7N69+74eRI+SUXGNrOqZXLEMHTqUdevWsXr1avLly6ev9/HxITk5mZiYmDTRtqioKHx8fB5Y1r+7faXmIEr9wI1GY7b60TwWdYx2S9uRbEkGrMGhyi0q46w6p/myGo3G+5eXL8f49ttoDRtimTsX7tkuxJPIbu1GiKxC2s7zS9VUDkceZkvoFjZd2MTac2vTTBrhmsuVsvXLksc1D918tkNb6/oFS6BL80TgOBz4H/MaLMPy889QooRt3kgWJW1HiPSRtiPEk/t3u1EUhZSUlCfOQZSRcY2sKlMDRJqmMWzYMFatWsWKFSsoUKBAmu3lypXDzs6OLVu20KpVKwDOnj3LpUuXbDpO71m5FHuJVotaEZMUA4BvYV8qvVwpTSDooTSNblsHotS7DpbfmDO/GVrXrplbYSGEEOI5Fx4XzsdbPubPM39yM/HmfdvzueYjb928FCxXEIPBgGJRUJs0gdu3UeLisNRti3blB5Qr4RB3C8PevShVqqB+9hnqwIEgN3ZCCCFEtvIixTUyNUA0ZMgQFi9ezIIFC3BxcdHH37m5uZEjRw7c3d3p2rUr//vf//D09MTV1ZVhw4ZRuXLlbPeHfFJHo47S+Y/OXIq7BECQbxAF2hbAYHzMCKaioFWpgrJmLSQlYXz3Xcw1akBAQCbWWgghhHg+WVQL0/ZP46MtHxGXHHffdkcXR4pVK8bWClvp49gn7UZFAWdnNGdn1FfeRlu2A61sWZRjR9GUMyhJSRiHD0f5808s06dD4cLP6F0JIYQQ4mll57jGY3U+uUemBohmzJgBQIsWLdKsnzx5Mp07dwbgyy+/xGAw0L17d5KTk2nQoAHjxo3LzGrZlFk1M/6f8Xy29TNS1BQAXDxdWN5+OYPtBz9ZYQ6OaFWromzdihIXh7FnTywbN0quAyGEEOIJ7L+yn35r+nEg4oC+zs7BDu+C3gwtMJS1hdbi5uWGoijksOR4vEKNRrRy5bFs+pHuM1vArVvADuZXqoQ6ZgzqW29JImshhBAiG8jOcY0slaT65s37u2b/m6OjI+PGjcsSf7zMduraKd5Y+QZ7w/fq69y83Kjdvjbezt7pKlPz9YUiRYCzGP75B+3LL1E/+iiDaiyEECIzaZr2xE92RMaJSYyh+tbqBO9LO7tJQIUAyjYoi4OTA+9Y3mGXcVe6j6HVqIEa3hTlyBGUs2dRbt/G+O67KMuWYfnpJ/hXN3UhhBBCZC1ZOa6RlJQEPDzB9q5du/D19X3s8qSryTNgUS1M2juJj7Z8RKI5EQCDYqBY9WKUqlsKo8kIlvSXr5Urh1bKHuX4cQxffonWqBFajRoZVHshhBAZRdM0Tl0/xYaQDfx1/i8uxV7iwJsHHv1CkaE0TWPRiUUM2zCMiPgIfb27lztBzYPw8vPK2AOaTGgVK0K+fGj7zqOEhmLYtAmlYkUs33yD1quXTDQhhBAvgAvRF/jl0C9svLCRFEvKfdt39dqF0SC56sR/27RpE1OmTGHv3r3ExVmHxbu6ulK5cmX69etHvXr19H3z58//RGVLgCiTnbt5jt4rerPj0g59XZGcRZjRcgY/+P+QMQcxGjHPmYOpRg1rnoOePTHv3Qv3ZFAXQghhO8eijjFl3xTWh6wnLDYszbZzN88R6FYQIiLgnhkxROY4e+MsA9cO5O8Lf+vrjHZGStcpTdGqRR8/F2A6aD4+mPcvpvvYKighIUAc/PU285YtwzJtGuTNm2nHFkIIYRtm1cyqs6v4+eDPrA9Zn2ZGzAdRFi/GMGUK5M2Lli8f+Pqi5c2LVqUKFCz4bCotsqyFCxcycOBAWrVqxZdffomXl/Wh1tWrV9m4cSPt27fn+++/p2PHjukqXwJEmUTVVH7c/yMjN43kdsptfX3RqkUpU78MVQ1V+YEMChABlClD51ElUQ4eBC6gjanEnK/OZlz5Qgghnti129f4dOunTD84HVVT79vu6OJIaHQohUOiMVWvjla8OGqjRmgNGqDVrQuurjao9fMp0ZzIN7u+4YudX6Ba7n4W+Yrmo0KzCji7Oz+biri5oVWuDPnzo+zdCwkJGNauRSlfHsuECWidO0tvIiGEeA6ExYQx49AMZh2eRfit8Pu2G4wGTJgwY06zXjl5EsP27fftrxkMaB07Yhk5EooVy7R6i6xt/PjxfPnll7z55pv3bevcuTM///wz33zzjQSIspLQmFD6rOzDptBN+jpnD2eqtKqCd4E7uYaeYkjZw2hFi8CVKygRESihoSgLFlgvNIUQQjxTKZYUpu6fyufbPyc6MVpfbzAaaODfgKuBV8kTkAd3b3caqA3o9msQSluAU3DlFAte/QHNZEJr3BjL999LnpqntOH8BgauHUjwzbu5hpzcnajYtCL5itmm15bm64vWrJn+YEeJjsbUqxfqH39gmTwZfHxsUi8hhBDpZ1EtrDm3hp8P/szac2vvezhUwL0AbhXcKFS+EDlcczDXMpduxm76dqPFSFfnNfC2F0rCbeYvstCleeKdrSokLWB+uV/R2rfH8sEHULz4M3x3Iiu4dOlSmiFk/1a3bl1GjRqV7vIlQJSBNE1j5uGZDN0wNM0UuYFBgZRrVA47e7tMroFindVs7VpISsI4cCDm6tWhUKFMPq7IKAkpCdgZ7TAZpGkKkV0lW5Jpvah1miFMJjsTJWqVoGiVoiw0LkxzMQig5c0HqgaRkSjXrtG5rQaYgTUwqiRz2sxDa9Pm2b6R58SE3RMY/vdwfVkxKBSrWoxSdUphsrfxb629PVrVqnSacKc3UVIS8CfzK+zEMmkSWtu2tq2fEEKIx3Ip9hIzD89k5qGZXIq7lGaboijkLZKXwKBA1hVYR0+7nv9ZlhYQCAGBaID5pzmov3dEiYuD06dRLl5EUVWUX39FWbTobqCoRInMe3MiSylevDhz587ls88+e+D2efPmUewpepjJXWgGCY8L5+3Vb7P23Fp9nZObE5VbViZPQJ5nVxFHR7QqVVC2bUOJjcXYqxeWDRvAJB91VqZpGstOL2P438MZXG0wbwW9BRERKKdPo9WuLVMhC5FNaJpG/7X90wSHupXpRkzDGHK43pke/UE9SN3d0dzdoVQpNLMZJSoKLl5EuXABUlIwdeiA5e23Ub/+Ghwdn8l7eR5svrCZERtH6Ms18tfA9WVXPHw8bFepB9Dy5UPLnRtl/37rxf+1a5g6dUJ97TXU999HCwqSYWdCCJHFWFQL60PWM/3gdFYHr76vt5CTmxNDyg3hYMWDOLk5AdYeQk9EUawPE3Llgho10GJj6OR/AiUsDNDAvIj55X9De+01LMOHQ5kycr54zn3++ed07NiRv//+m3r16qXJQbRlyxZCQ0P59ddf012+3HU+JU3TmH9sPuWnl08THCpUrhBN32r6bINDqXXKmxetcGEADDt3Yvjqq2deB/H4jl89zksLX6LD0g5ciLnAx1s/5kbCDQxz52Jq3BhT4cIYRoyAI0dsXVUhxCNM2D2BWYdnAdbhZPW71eeXlr/cDQ49DpPJ+jtetSpazZpgZ+19apw2DVOtWnD6dCbU/Plz5dYVui3vhqZZk4EWr1Gcjd02ZrngkM7BAa1GDbTq1a03AoBh8WJMNWpgKlMGw5dfwvnzNq6kEEKI8Lhwvtz+JcWmFKP1b61ZeXalHhwyKAbyFslL7Q61aT6gOR/W/lAPDmUIN3e06tVRX2qG5u8PgKJpGH7/HbtKlTAVLozx9ddR5syBCxcy7rgiy6hVqxY7d+6kUaNGHDp0iPnz5zN//nwOHTpEo0aN2LFjBzVr1kx3+dKt5ClE3oqk39p+/HnmT32do4sjC19ayK/F0x+1ywha+fJoxU0op05hGD0aIiNRR48GDw+b1kvcFZ0Yzehto5mybwoW7W6XArs8dsQlx/He+XHQFuASC779FuO336KVKoXaqRNqhw6Sk0SILObPM38ycuNIfblqq6p4F/R+qpxzWv78aJ6edHLbhXL9OnAERpdnTpMf0bp3f/pKP6fMqpmuf3QlMj4SAJ8AH8rUL4NBy/rPxTR/f8wHF9H925ooFy8CsGDJGYyffILxk09Qa9RA69IFtW1byJnTxrUVQogXg6qpbDi/gekHprPy7Mo01+4AOVxzEFA+gD/L/ckHnh/c3ZAJeWcBPVCklSqFau9B1+SFdzZcZMG8eRjmzQNAK1gQrW5d1Lp10erVgyec8lxkTf7+/nz66aeZUrYEiNJpdfBqeq/ozbWEa/o6/9L+VGxWkeb2zfkV2waIMBrp9J4/hr/PgsUC135kfpllWMaORevUSboe2pBFtTDr8CxGbR6V5vvj7OFM+cblyVcsHwXUAqh161pvDkJDgWt0bgtwHA5+yIIPP0StVQutY0fU116Tm4RsRtVUtoRuYfrB6RTLVYyP63xs6yqJp3Qw4iDdl3fXp64tVacU/qX9M6ZwZ2e0hg3g6DGUkyfBYsHUuzfqpk3WBNYy09l9PtryEdsubgOsF+3VXqmGwWDIvAv1jJYnj7U3UUICSlgY2lmVLkVSe5HuZEG/nRgGDUJ76SXULl3QXn4ZHBxsWmUhhHgehdwM4bcTvzHz8EzOR9/fi9O3sC+BFQPxLeKLwWDAz+L3bCvo5oZl9mzUebEoly9DVCSaWzxdGsfe2eECC2ZfwDB7NgBq06aoI0ZYeygL8QASIHpCmqbxza5vGLV5lH4j4OXkRZGXi+BX4s4PQla5APX0RG3aBGXffpSoKJTISEw9e6LOmYNl1izI8+yHv73odl7cyaD1gzgUeUhfZzQZGVVjFEdrHMVkd0+TdHCwDhUsXJiUwaPRFrRFCQ2FWOsPvmH7dti+HcOIEajvv486aBC4uDzbNySeSFR8FHOOzGHGoRn6bEreTt6MrDkSe6O9jWsn0is8Lpx6v9cjISUBgA4lO6DV0TL2IIoBrWxZ8PZG+ecfIAnD/Pkou3djnj8fKlTI2ONlYyvPrmTcrnEAmAwmarStgaNzNs3blCMHWrFimPfNRZ3dEuVCqPU8QAJKSgrKn39i+PNPNA8PtLZtUTt3RqtVSx4CCSHEUwi+EcySU0tYemopByMO3rfd0cWRgPIBBFQIwNnD2QY1fAAXF7RixaBYMcxfz0Kb3QqioiAqCs0lji5Nb93ZcR0L6q9DrV3bGihq1EjOGdnQzz//zMqVK/H09KRnz57UrVtX33b9+nUaNmzIoUOH0lW2BIiewO2U27y16i0WnVikr8tXNB+7X9rNYLfBNqzZf3B1Q6tfH0JD0baFoERFYdi4EaVOHczLl0vG+2fkctxlPtj4AQuPL0yz3q+kH+UblecDlw/um9UojYIF0UqWRCtZEm7exFKgNN2ipkJCAnALjn/G/OLTUD/8EPWNN/ScJSJzJZoTuRh7kbCYMMJiwgiNCaVRoUbU8q+VZr+QmyH8b9P/+PPMn6SoKWm2xRDDmetnKO1dGq5dg9y5n+VbEE/pdspt2i5uS0KcNTiUK18upreYzpvKm5lyPC1PHrRmzVAjb9HV428gGMZVZ26N8ajvvPPCX+Sdjz5PhxUd9OUxDcawz2+fDWuUgdw90Mp5oJUti7l7b7qtf8vay9RsZsGSaJRffsHwyy+oNWpgmT4dihSxdY2FECLbOH39NEtOWoNCR6IenPezSUAT4oPiyVskLwZjFh6ybDSi5cxpHWFQvDjmsTPQ5rSGCxdQQkIAFcO2bRi2bUMNCrIGilq2lElxsokff/yRzz77jM6dOxMbG0v79u0ZPnw477//PgAWi4WLd4aop4cEiB7TpdhLvLb4NQ5EHNDXla5bmpK1S+KtetuwZo9HK1CATt/6ohw8gHIhFLjA/Lp1sSxejFanjq2r99xKMifx3Z7v+GrHV8SnxOvry3iXIXez3HgXuPPdeZJeZ56eqF99hfrHJZSICJQjRyA6GiUqCuPAgRi+/x7LZ59Zp0d+wW8WM0JcUhznos9x7sY5gm8Gc+6m9f/P3TxH+K3w+/Y3KIb7AkQu9i78ceYPVPXu7BY+hXwIqBBAvmL5KK2UhmPHMNWvjzp0KOrQofLZZQOqptJ7VW/2X9kPgJO7E7Xa18LRlMm9VRwdsaxahDa2MsrRY6CqGN97D2XjRmtg4AUdcppkTqLT0k6kJFqDsPmL52dg5YF05znL1aQoaPXqoUVXQQsKQrl8GTXBk65Oa0DTgJ3Mr1QJ9csvUfv2lQt+IYR4iNikWCbumcjSU0s5fvX4A/fx9PXEr4QffiX9+MPtj/9+oJtV2dlZJz/IlQutVEksfoXpdmmiNQ0J+1nQrh1ayZJYhg1Da99eZr/O4mbNmsV3331Hu3btAHj99dfp2rUriYmJfPDBB4949aPJp/8Ydl3aRdMlTUmMTwTA2c6Z8q+UJ3/xbJbky94erWo1cHVFOXoMJToa40svYfn5Z2teIpFhNE1jVfAqhm4Yyrmb5/T19jnsKVOvDNvKbaOXXa+nO4iioPn6ovnmQQkNQzsQiXL+PEpwMKbOnVHv3CBo9eo93XFeALFJsZy7eY6zN85aA0A37waEUpPcPq55cfP4iI/otuzuBcTcV+aSr3g+okKjKFSuEH+U+4NPcn9y90UpKj1+qA+NYuDgh8zrcxbL5MlgL8POsrIpJ6fwx5k/ADDZm6jdoTaOLo7PZpixwYBWoiR4eaPs2gXcxrBiBUrlypgXL34hh5wN2TBEf4jj4ulC5ZaVUZ73QKvRiObvj2XZXNRF7VGOH0c5exYlIcEaNFy2DMtPP0GhQrauqRA2l2RO4mDEQXZd3sWuS7voVqYbLYu2tHW1xGNISEngxLUTHIk8wtGooxyJOsLSdktxuxGPsvbOLNL3/t4rClr16lC06H+W62B0YOKeicQmxaZZnzNfTvxK+PFb0d/4KNdHdzdklTQiT8Mxh/VB82/nUc6cQTlzBkhBOXECU8+eaKNHYxkyBK1rV8ltl0WFhoZStWpVfblq1aosX76cNm3akJKSQt++fZ+qfAkQPcKsw7Pov7Y/yZZkwJpIeOtrW/na92sb1yz9tJKlwMkZ7c8DKCkpmHr0wBIaijp8uPRayACnrp1iyIYhrA9Zr68zKAYCggIoXa80DjkcMFkysukp1h5iY/xQgj1QTpyApCQWLNmHoUkT1CZNUPv1Q2vSBIzGDDxu1nUr+RZXbl0h8lYkEfERRNyKICI+gqI5i9K97P29Ccr9VI7LcZef6BgOzg64eLjg5O6Es7szTh7Wf91yuz1w/4rNKmLnaIfRaCTQEph2o8GAWr0ahq3b4PZtayLBCxewLFr0wvYGyeoWHFvAz2d+Bqztu/qr1W0yfbqWOzda06aosSqG5ctRLl7E1Lo15p07X6iZShYeX8iPB34ErHndarxWA3tH++fjYv5xOTigVawI+fOj7T+PcuEChi1bUIKCUMeORe3dW87xLxpVfaF7kEXeiuSfy/+w6/Iu/rn0D/uv7CfJkqRvz+uSl5ZFW2Js2BAlKgrN2Rnu+U8rXRr1f/9L02NkrmWuLd7KCynFksLco3OZvG8yx68e16eRT3Us6hg1Q1IwvfXWA19v/vFHtKJF7/v8/v0Az7OoJ7FHY8mVPxcjio9gS8ktOLtb8woVsjzHwXV7e7TSpdGKFcNSthLdjn0KSUnAORb07Yv2+efWHKdvvAFOTraurbhHzpw5uXTpEv7+dydDKVmyJMuXL6d169ZEREQ8VfkSIHoIs2pm+N/DmbR3kr7Ou6A3NdrWoIxDGRvWLGNoBQtiWfkZ3We2gJQUOPwR8/pewDJpkuSvSafYpFi+2P4Fk/ZOwqya9fVeBbxY03gN3/h+k7kVMBjQihZFK1QI5dQptDUXUG7fxrB+PYb169H8/FB79kTt2RP8Mn+GhejEaC7EXCA0OpTQmFBKepWkUaFGT1SGpmkkmBOIS4ojNjmWW8m3iE2KJS45jmu3r1kDP3eCP/cGg+4dznevlwu//MAAUXLOZIi7f39HF0cqeVbics7LuOR0wcXTBdecrrjkdMHO4T/ayQNuSh+ZJNfdA7VxY5Rt24Ab1hu72rUxL1smuUSymB0Xd/Dm2rs5hr5p+A17iuyxXYXs7bH8NocuX1W2Djklgvlt22LetOmFuKg7ee0k76x+R1+u2Kwinnk8bVgj29K8vTHvX0z3sVVQzp0DbrGgXz+UP/7A8uOPz+T3X2S8w5GHWR+ynujEaG6n3CY+JZ745HjiU+LTLN9Ouc36Lusp6JIf40svWXOWDRr03D8gsqgWjl87zj+X/mHXpV38c/mfND24H+T3q7/zHd/R1X8veFtHCSxYcne7eu0a/O9/mVlt8QAW1cLC4wv5fNvnhESHPHS/odFDCTztgtL2wdu1mz8zh0f31i9dpzRlG5TFyc2Jdy3vss/4nOSte1x2dqhDhqAuOYASEoJy6hRwG+XyZYyDB2P46ivUgQNR334b3N1tXVsBVKtWjZUrV1KjRo0064sXL86yZcto1arVU5UvAaIHuJFwgy5/dOHvC3/r6wpXLkyFxhWsCcmekyeSWv36qGENMWzdau21MGMGXLqEZeFCmTb5CS07vYwBawekGY7k5OZEuUbl8CvpR1m17LOrjJ0dWpkymE+uofuUhijnz4PFwoIlFzGOHo3hiy+sF4yvvw5Nm6b7MP8OAIXGhKZZjkmKSbN/7/K9HxggGvzXYC7HXSYuKY645Dhik+4EgpJjiUuKw6JlXIPbFb8L4L6nR3mL5NWDPx94fMCMXDOsQSB7O+vTpmc13tzREa1BA9QbGoYlS1DOnsVUvz7m3bshX75nUwfxn0JuhtBucTtUi/VJZmDFQPpX7m/7PDeKglaiBNy+jRIcjHLwIMY33sCyYMFz3WvkVvItOizpoAeFu5ftTmL5RBvXKgtwdUWrVAny50fZswdIwLBhA0qFCljGj0fr3v25/l48L+KT4/n95O9MPzidveF7H/t1scmxGMaOxbBlC2zZgrJ2LZZffoF7njZnd7FJsewJ32MNBl36h93hu+8bJvRvLjldaJOvDSf9T5Irfy7cvdxBBS1/fmvPCbMZtU4RuhQ9imI2o+UOZc5DylK2b0cLCoIcOTL+zb2gVE1lycklfLbtM05fP51mm7u3O618WnE0z1E8fDzw8PHAwckB7YzFmlz5XtqdWUQfc3iUS06ZARiwDlkuUgQtMBBz7cZ03/E+3LoFXGXBqFEYxo1D7dsXdeBAmVDFxgYNGsThw4cfuK1EiRIsX76cFStWpLt8CRD9y/Grx3lt8Wv6UweDwcDkppPZXGmzbSuWWdzdURs3sg5t4SaG9etRGjSw9lqQG9JHun77Ou/99R6/Hv9VX2c0GSlevTjFaxZPO239s+brixYUhFa2LEpYGOp5FcOBAyiqirJ6NYbVqzHmyUOeFi1QBg+GwMBHFvnNrm9YdHzRAwNAj7IydiVTmHLf+hVnVnAh5sITlfUwdo52BDgHcNP1Jo7Ojji6ONLLuRfLXJfh6OKIk9uDe1MUr15c//9XLa/yh/GPDKlPuhiNWObPpkuJEygnTwJRzOvaFctff0nSQBuLTozmld9e4VrCNQBy+eWiQtMKWSrPjVaxAsTGAlEYlixB++IL1A8/tHW1MoWmafRb049T108B1huI75t+z1vKg4cbvIi0PHnQXnoJ1ehK11uzgVhY+ybakY+YM3gX5M1r6yqKBzgceZhfDv7CguMLHhn0uJfJzoTR3ohFtdDVdydKD5c7N3hbmB8UhOWHH9A6dHhkOVlVdGI0c47MYe7RuRyJPIKG9tB9DUYDOfPmJHf+3OT2y02u/LlwdHbkF8sv9z300YKC9P+3fDsXbVm3/ygZlHXrML76KlrNmliWLgUXCTA8iKqpHI48zNGoo1yMvWj9L+YiYbFhNAlowvjG49PsfzX+Kr1X9ibBnKCv8ynkQ+l6pcmdP/cDPzuMxheip+wzZTCg9eyJ6r4B5eJFa+oKYlBiYjB+9RWGqVOxfPcdWufO8qDBRkqXLk3p0qUfur1kyZKULFlSXx48eDAffPABuXLleqzy5W7jHivPrqT78u7cSr4FgIOTAzXb1eSNfG+wmc22rVxmcsyB2qABangCXXOsBg7DqJLMfm87lMn+w+kyy4ozK+i3ph8R8XfHeeYtkpeKzSri7OFsw5r9i50dWmAgln/m0nlmC5Rz51BCQ1mwyIwSEYHPzz+jrVqFOSTkkV3Qr8ZffejUn6kMBoM1L4+HMy+7vcxez73W3Dxe1tw8/+69c9PhZprXG+2M2DnYYbI3UdS+KJccLmFyMGFnb0cz+2ZscdiCnYMd9jnscXSxBoFyuOTA0cURo8l4X4+fwZbBHDIeunuA7NAD0GBAK1sWkpJQQkIw7NiB9tFHqF9+aeuavbDMqpnOf3TWgxGuuVwp/3J5a69S9REvfpYUA1rNmmjrj6CcO4fxs8/QSpSwzmr4nPn54M8sPL4QsCYJr/laTZzs5EbhPnZ2WKZPR5sSgrJ3LyQmooRfwVShApYJE6yTVMhFvs09qreQh48HARUCcPNy4wvjF4x2GI3J3oTRzshs42z6OPTRg9UVLBXQcuZEa9oU5eBB67CRmBhM3bqhrl6NZeJE8PB4xu8w/Y5FHWPq/qnMPzaf2ym3H7iPo4sjL+V7ifP+58mVPxeevp4YM2NYnabRbX0flFYpwGbmNW+O5c8/ZegN1qB98M1gNl3YxN/n/2ZL2BZuJNx44L4F3Qvet87HxYcClQtwatcpcvvlZmGdhfwc8HMm11o8lKKg+fuj+ftjbtGBbmt7o1y/AcTAyl7MW7UKyw8/SK7MbOD3339nwIABEiB6EhbVwtidY/l066f60wgPHw9qdahlTVKWHW4on5bJZJ3y/pMy1pwFCQmY6tXDsmgRWqMnyxvzvLuZcJP3/3qf+cfm6+vsHO2o2LQiBcoUyFK9Ce7j6YlWqRJa+fKYGzal274RKNdvoJXwYI7R+MhEfls8t6QJAKX+6+zubP3XwxlHF0cMd5Ji/mj5Me3Tnge0pVrta2EwGDA5mJhvnJ9mdrd/B3smWSZlz+lF00mrWBHl+nUgBuO4cdYb/+bNbV2tF46maby3/j02nN8AQK4cuajaoSqqKStFhu5hb4956VJ6jAmCFDP80ZXZAQHP1cxmB64c4L2/3tOXq7Ssgmsu1xfjfJ1OWt68aC+9hHLgAEpoKMrNm5h69kT94w/rrIne3rau4nNJ0zTCb4Vz4uoJTlw7QceSHfFx8Umzz/LTy3lj5Rv39RYy2hnxL+XPvPLzmJh/on59UdlSGXfj3YCEk8XpwdceJhNa5cqQNy/allMo165hWLgQZccOLDNnotWunfFvOIOYVTN/nvmTqfumsiVsy33bPXw86JivIwf9D+Ll54WTuxPz1HmZf42gKGg1asKOHShXrmDYtQuaNsWyahU85s3X8+TKrStsurCJjRc2sunCJi7GXnzka4x2Ro4YrQ8b/32dWbxGcbwLeZMnIA911br8jASIsgKtRQs0c2O4fNn6oCEpCcPixSg7d1pnw5Z7xSxN0/6rT+T9XvgAUWhMKK//+TrbLm7T17Ut3hZaW59IvlBMJmvOAhdnlMNHUOLiMLZqhWXqVLQePWxduyxhdfBq3ln9DuG3wvV1LwW+hF1LO3K4ZqNx6CaT3n00Pvwyzp6PF/0PrBhI4UqF9QBQRnDxvNs1O2Nnd3sOGI2oNWui/b7N2h5ffx3znj1QoICta/ZCmbJvij5Dlp3Bjt/b/s60nNOIjX38oR/PXIkSaNVroGzdChYLprZtrTOb5clj65o9tZsJN+n0Ryd9dtEiVYrgV1ISLz8We3u0atUgf346O+y7M2PNchi2ljktZqK99pqta5htaZpGZHykHgjS/712gujEaH2/wp6FaV4kbaC/lFepNMGhst5lsQuyw7+0P/aO9lS2VH6qh09avnx0+jYXyp49KFeuAGHMb9TImpj244/B3j7dZWe0q/FX+eXQL/x04CcuxV1Ks83F3oU8ZfNQpFIR3Lzc+N7yvW0eGhmNaLVqwc6dwGXr8P3GjTGvXfvcB1pjEmPYErZFDwqdvHbyoft6OHrgXMAZL38vXDxdGO8ynjGeY7DPYW/9Pj8goO/g5IBvoG8mvgPxNLR8+dBy50LZsxcIRwkPx/Tyy1j69bP2cpecXM+FF/ZuTNM0FhxfwLvr3k1zUi5TrwwLqi+gu8nGCUdtSCteApyc0VYeQElKwvTmm1guXED96KMXshu6pmmcuHaCCbsnMOfI3XSFdg52VGhagWWllmXr74vF1fWxf9CNpud7FpQsydUVy7RpmLp0Qbl5E2Pnzlg2bcpSF/TPs7Xn1vL+hvf15QotKlDLvxbTmGbDWj0ezdcXypdHOXQI5dIljO3aWXNZOT5iRr0sLMWSQq8VvTgffR6AKnmr4N/o+Um8+6xo+fOjeXmh7NuHcukSJCVh6tzZ2pvo++9fyJ4QT0rTNE5fP83m0M1surCJ7Re3c/X21Ue+7uPrH6fJWwh3JksomhcHJwcCKwayymdVxl9XODqi1akDZ89afxM0FeM332DYsAHz7NlQvPijy8hE+8L3MWX/FH478Zse/E3lmtOVwpUL81fpv+jn1M9GNfwXgwGtZg3USAOGRYtQjh2z9ryfOROtalVb1y7DJJoT2XVpl95DaN+VffdNN5/KaDKS2y83PoV88Cnkw59ef9LTrqe+vYKlAg7Gx0scLbIwB0e02rXplC8E5cABsFggYjLzq2zAPGfOc9Vb+UX1QgaIbiTcoP/a/iw+uVhf5+TuRNXWVfEu4I1iefGCIP+m+ftjWfsl3X9qCsnJcOoL5r0RimXatBfixjTJnMTWsK2sDl7N6uDV+s1IqjyBeajcvDJO7k7yfRGZTmvXDsuOHRinTMGwdy/ayJGo48c/+oXiqRyLOkaXP7roXXNL1CxBoXKFstUwJq1YMYiJAc5j2L0b+vbFMmNGtgz2J1uS6fJHF1YHrwbAPoc9C9os4H9GmYY6XRwc0GrWhLAwlP37gWQMv/+OsnIl+Pmh+fiAj0/af729IU8eNG9v8PF5Ia4H7nU++jybL2xmU+gmNl/YnCYH4cP4ufmR4pWCu5c7bl5uePl7wQNeVqt9Lb2XUGZeV2hFiqD5eKOduUKXwoeBg/B5BebWmoD61lvP9LchyZzE4lOLmbpvKnvC99y3vXmR5tyqcgufQj4oioKbxe2Z1e2xKAYss2bRxW+PdcZYguG72swtONjaMysbB+M1TWPKvil8uPlDfZbIf1MUBc+8nuQplAfvQt7kzp87zYNEo0UeKj7PtIAANG9vlH/+Qbl+HeX0aUw1a6J+9BHq0KGPzGsqsq4XLkD09/m/6b2yN5fjLuvrupTuwu2XbmPv+GJd6DyKVrMmakgjDFu3wK14DPPmweXLWBYtylbJDR9XVHwUa8+tZeXZlWw4v0FPVn4vk72JHxr9wMaKG7N2riHx3OlS5ypKsifKzZsQPok5S2uivfqqrav13IqKj6LN722IS44DIH/x/JSpnz2T9muVKqHWzIthxw4M8+ejlSqFOmSIrav1RJLMSXT6oxMrz64ErDMU1WhbA3936T30tDR/fzRvbzrl3osSHg4kAGdYsOTMo1/r6Qne3mh58tz918cHtXHj5+YpcrIlmYl7JjL9wPT/nHHTztGOnHlz0iFXB3b67LQGhHK7schu0WMNg3qm1xRu7ph3LEYbUwnl1CmwWDAOHIiyZg2Wn36yBv8y0aXYS0w/OJ1fDv5C1O2oNNvsHe0pVKEQhYMK84fbH1k/76DRiFalMri5ohw9BqqKcfx4DKtWYfnlF2sOqGzGoloY/Ndgpuy/f+ZZt9xu+AT48JX/V8wrNE/unV50Li5oDRvCyZNoy0+imM0YP/oIZfduLH/YcEZg8VRemABRojmRUZtHMXHPRH2dvaM9QS8HMbP4zKx/ArIVV1fURo1Qtm0DbmDYtAmlXj3My5c/N3lQUiwpDFo/iJ8P/vzAKVNNBhO5CuQib5G8+JX043Wn19mkbLJBTcULzWCdnUpZtw5SUjD26YO5bFkoXNjWNXvuJJoTeW3xa4TGhALg6etJ1dZVs29Q2GDAsmgRSs2aKKGhGD7+GLV1ayhSxNY1eyxJ5iQ6LO2g9xwymozU6lALn0I+2ao3V5bmaB0ywKVLEBkJiYmoNQvQtfBhSEqEFDMLlkDneybDW7AEujS4CdwETrPg97vbjB9+iFq/PuqQIdbkpdm07WwP206/tf0emGfFZGfCq4AX7/q/y98Bf+Ph44HBYGCcZdwjJ2fIEuzt0cqVg7y+KP/sBm5jWLMGpWJFLD/+iNaiRYYf8tS1U3yx/QsWn1yMRUv7h/Hw8eCroK/4q+xfmOzu3J5k1b/dfRS04iXQfPOi7N4N3EQ5dQpj7dqogwdbUzQ4ZI+hVbeSb9F1WVf99xbAv5Q/nwV+xtKApXq+zZaWlvxm/M1W1RRZiaKglSyJeft0ekxrDHFxaDVuMufRrxTPSLt27XB1dX3s/Z+7AJGmaUTciuDsjbME3wjm7M2znL1+loMRBwmLDdP38ynkQ5VWVXByc8pGJyAbcXBEq98ANTIFw/LlKCdOYKpcGcu4cWjdumXbCz+AhJQEOv3RKc2JEO4kySvsS94ieVleYDn9nfvf3SjfF2Erzs5oVauibN+OEhuLqVMnzNu2Zetu7FmNpmn0WdWHfy7/A0A+13wEdQjK/pMWeHvTeWRRlL9CgRTmjRiBZckSW9fqkVIsKbRf0p4159YAkMOUg6odq1qDQyLDafnzQ/78AFi+mYuaOsOQxULKmC/R/n4HEhMhMRFLqZfRkhboy1phD7oEXQCzGYAFSzZh2LQJrXx5LIMHo7VtC6bs0Y6u3b7GyI0jmX1ktr5OURS8CnjRr0A/tgZsJadvTgxGA+9b3ueg8aANa/t0NC9vtGbNUFPsMfz6K8rVq5hefRXLm2+ifv01ODs/9TEuRF/g8+2fM+/ovDT5a4yKkbwl8lKkchFy++XmdfV1Nhmz8QM4d3e0xo3plP8kyrFjoKkQ8g3zq6y09iaqVMnWNfxPV25d4ZXfXuFghPX7rBgUKreoTKFyhehs6cwa4xob11BkaRUrojZtinLxIpqfTBzxLOzfv5+9e/cSGRkJgI+PD5UrVyYoKCjNft9+++0TlZs9ztSP4d1177I9dDuXVl964NCgVA5GB0o0LEHRKkWz79NgWzAasfw6ly6flUM5cwaIZkHv3qi//26dHtc/+3Xzj06M5tXfX2X7xe2AdchC0SpF+bHIj/zg94M+U5e7xf2/ihHimdLy5YPixYDTKIcPYxg8GHXyZFtX67nx5Y4v9QSyRjsjJTuUzF4zFP4HLWdOKFgQ5cIFDCtWoG7ciNagga2r9Z9GbR6lB4ec7ZxZ3n450wtNt3GtXkBGIxQsiHZP8mr1lQ/Rlp3Wl82T7gSU4uNRzpxBc76MEh+PcugQpm7d0D7+GHXQICxdu9riHTwWTdOYe3Quw/8ezvWE6/r6nHlzUunlSnj6ejLSMpITxhM2rGUmsLPDMmcOXYIuWPNRpaSwYPp0DJs3Y5kzB+1fNxuPKzwunK92fMUvh34hRU3R1zs4ORAYFMiq8qsY4TEio95F1nCnN4WWLy+G3Xvg5k2UkyetvYmGDrX2JsqCgdKjUUd55bdX9Gnq3R3cqdCuggTjxZMxGtEKFrR1LZ57V69epXv37uzevZv8+fPjfWf2xKioKC5dukTVqlWZM2cOXl5e6So/4+aqtrFV51ZxKubUQ4NDBoMBrwJe1Otdj2JVi0lwKD2MRrQKFaxTe97psWBYtw5ThQooc7JXR8KIWxE0mtdIDw6Z7E3U6VyHco3KUT1/9Qydxl2IjKaVLYtavToAxunTUebNs3GNng+/nfiNT7d+qi9Xe6UaOX1z2rBGGU8rW1ZPHGkcPFjv7ZEV/XHqD77dbX3qZTAYqNKpCnUK1LFxrcQjOTujVaiA+dw5On1cms6dHejcFpSQEIwDB+JQrBje06fDjRuZVgWzaib4RvATvebE1RM0mteI3it768EhOwc7vm/6PQ17NcTT1zMzqpqlaAUKoDZtinbnpkI5exZj7doYX3kFw+TJcOoUaPcPxf+3a7evMeLvERSfWpxpB6bpwSE7RzvK1C9D8wHNKVOvDPlc82Xq+7Epdw/Uxo3QypRGs7NDsVgwfvUVhvfee6y/4bO04fwG6s+trweHnNyd2NJ9iwSHhMiihgwZgsViYffu3Rw5coQNGzawYcMGjhw5wu7du1FVlaFDh6a7/KwXwn4aChRyL0RCrgRcc7riktOF0Z6jmZp7Kk7uTnLTn0G0fPnQvLxQTW4YZs9GiYvD1Ls3ZrMZ7fXXbV29RzoffZ6ghUHcumkNJubOkZsKXSo8dzeC4jmmGOj8Vm4MhRwgKQnWvsnscuWgTPZMopwV7Lm8h94re+vLZRuWJX/x/DasUSbJkQOtZEngKMrx4xhmzEDt08fWtbrPmetn0nwe5ZuUx7uAtwzxzU5y5kQrVQqteHGUkBC0/TdQLlxAuXoV38mT0WbNQu3dG3XgQHiK4Qhm1cyJayc4eOUgByMOciDiAIcjD5OipnBzyE0cTA/O/ZKQksDxq8c5FHmIPeF7mH90fppeLn4l/ajQpAJvO73NDsOOdNcv23F2RqtfH4t/ebod+B9oZmA1C95bjRHrMEStYUPUhg2tyWnveUIdkxjDd3u+4/s93+sJ/sGar6lo1aIUq17sxUpqrBjQSpbCvGsWPSY3gNhYuPYjc78vjPruu7auHQAzD82k39p+mFXrwwJPX09qd6xNyRwlbVwzIcTDbNy4kVWrVlHkAbkkixQpwtixY2nZsmW6y39uAkT1utXjuvE6y12W09O+p76+iaUJc41zbVex55W9PZbp0+lS8TzKP7sgOYX5ffticXNDe+01W9fuoY5GHaXFry24dcsaHHJyd2JTx0187v25jWsmxBNyckKrXh1l82awWDB16IB51y5wlyGRTyosJoy2i9uSaE4EoFC5QhSvXtzGtco8WrFiaAVirQmrP/kEtX37LDUzZXxyPB2WdtBvMP1L+VO4kiRjz7aMRrQiRTCfmEn3KdbZbpToaCCeBRMnYpg8Ga1FC2swKTAQihSx/psr12PlOCwyuUiamWnvdezqMYJ80w6Pmnt0LuN2jeP09dNp8uGkCvAIIP/L+fEN9LWueBGDkoqCOmQI6qwtKKdPo0RGYp3dDpRLl1Bmz8Yw25qfSStXDrVhQ9T336fZqtbsv7JfL8ZgNFC4cmFK1CiBo/MLnCuvbFnUunUxbNgACQkYhg1DK1QIrVUrm1VJ1VQ+3vIxY3eO1dflLZqX6m2qW3PuvYjfeyGyCXt7e+Li4h66/datW9jbpz8YnyW61EyfPp2yZcuSJ08eGjVqxP79+x/9on9xzemKwZgl3s4LRfP1RatTF4xGFE3D2KMHyvr1tq7WA+26tIuG8xpy5dYVwDpVZ8OeDSmWq5iNayZE+mg+Pmh3eg0pwcEYe/fOcl3Xs7q4pDiCfg8iMt6a4K+2X22Cmgc938OQjUYsY8YAoFy7huGLL2xcobs0TaPf2n4cv3ocgBK5S1CpRaXn+/N4UZhMaP7+qE2acKtSJbQ7ORMUsxnDsmUYv/gC0+uvY6pdG7u8eTEMGwZAN2M3/b8HMee+f5iks6czfiX8MBqM922bxjROXjt5X3DIYDRQslZJDr558G5w6EXn4YFWtSpqq1akHDpEp88r0GmAL53b3/27KocPY/juO7C3x1jZul4xKAQGBdK8f3MqNK7wYgeHUjk5odauffd6uXt3OHDAJlVJNCfSfXn3NMGhAZUHULNdzew/IYMQmSwj4hZPq02bNvTt25eVK1cSGxurr4+NjWXlypX069ePtm3b/kcJ/83mvwJLly7lww8/5NtvvyUoKIhp06bRtm1b9u7dm+7ESuLZ0nLlgtq10ZbtRElOxti+PZY1a9Du5EjJCtadW0f7Je1JMFufgOXMm5M6nerg4OQgT0lEtqaVLAHXrwFXMCxfjvbtt6iDB9u6WtmCRbXQbXk3YqJiAHDxdOG3tr8xyDjIthV7BrS2bVFr1cKwfTuGyZNR33wTiha1dbWYfnA6C44tAMDF3oVFry7iC/usE8ASGSPFKzdqQACdyt2E06dRrl2D27dZsAQ637mm1by2PnCa5G7L7gaK5r4yF9/Cvjg4OeCZx5Ovfb5mWt5p2OewPjktbymfZn8AzxqeGAwG3Lzc8MjjwUDvgazwXYFnHk/sHOzIYXk+ktJnuJIl0c4UhaJF0VQVc5+36LZlIEREgMHAHA8PCngWIPZqLIFBgbh4uti6xlmPpydajRpoi3eg3L6NqU0bzNu3P9UQyyd1/fZ1Xlv8Gjsu3R02WaFpBcYHjaeb4cFBWCGEVVaJW3zxxReoqsobb7yB2WzWewslJydjMpno2rUro0ePTnf5Ng8QTZkyhe7du9OlSxfAOg3b+vXrmTdvHu+9956Naycel+bjg2XuXIydOqHcvo2xVSvMGzZAuXK2rhq/Hv+VHit6oKnWnhUNCzbEvb07dg52Nq6ZEBlBQataDW3lIZTz5zH8739olSqh1a1r64pleSM3jmR18GrAmjy1dsfa5HLK9YhXPScUBcv48SjVqqGYzRiHDcOybJlNq7Q3fC8D/xqoL5dtWZbiuZ/foX7izsx61aujAVgspIz6EG1Tf7h1S+9h9CjFqt3tBVzfUp8Zxhn/ub+7jzuvjngV451k7f0t/dlt3J3et/BiMhjQ6tRBu1HGmvvuTs9Vg8FAuUa2v+7LyrS8eVG/+YZuOwcDV+CLisz+JgRcXTP92ME3gmn1Wys9gbvRzkj1NtXJVyyfPCwV4jFklbiFg4MD3377LZ988gmHDx9OM819uXLlcHNze6ryFU2z3XiE5ORk8ubNy+zZs2nevLm+vm/fvsTExLBgwYL7XpOUlERSUpK+nFr9qr2rcvnoZfIr+Qk3hOvb82n5uKw8eGz6w/bJ6OVMO+Y9Y+7zueZ76Bj8h9bB9b/LSNfy9QuQYO2lg0EhX+4AeIoxkE/rZsJNIuIj9GWTg4nCLoX/8zuSZT7vJ/jbP/CYj/n5qaqKwWCwLj+qDo94n/fV4XHely3+1k9Rh8eRrmM87edtlwvlwgXrhbrRiBYQkCWn0s0qbibeJOLW3d8GJ3cnTPamJ/qOqRYVg9GQ4b/njyPDfr8TEiA5hfxxoPn5gYttnvpbVAsh0SF6olT7HPY4ujja5Pz8bxn9e52Rv98ZecxnWYfU885jHfNpf7///b7/dd2c2d+xB37nYtMuPu25MD2/KZny+WZG23oW1whP8L7Sc/39wDKjzkFyMgD5NRe0/PkfmXNL0zSSk5Oxt7d/4mG30YnRRMZH6kMrjQYjjm6OGO2Md99Xdrwe+1dbuq8OGfEbkg3u8TL7nPEkdXDxcaHWsFrMbjX7P/d/ViwWC8HBwRQuXFh/MADW81BKinVignvbk4ODAw4O909ukJ64RXZl0wDRlStXKFmyJOvWraNKlSr6+o8++oidO3eyYcOG+17z1VdfMXbs3TGzLi4uHDt2jI4dO3LmzJlnUm/x30wxMZiuW6eIRVFQc+RAu3MhmOLtTWJUlL6v42Ms292znPKI5bs0rptSuGaXrK9xtXPFy9Hrad+eEFmWMS4Ou6tXAVAdHYk1GvULzsdpa/+1/CBPW+aj2vfjeNRvwoOWE65f5or93QcNuR1z42b3dE9bsivFYsEhLAw0DYvBQFyOHA+9Scno3+u7yxoX7RO5bbQ+wnY0OuLr5IuC5B0SQjy/7K9cwXDnoWqSnR0Jd25KM/LcmaKoRNgl6b+vAHYGO3ydfDEp8hBJZDw/Pz8mTpxo62o8ksFgwN/fn6pVq+o9cACGDx/OiBEj7ts/PXELWzl48CC3b9+mZs2a6Xp9tvtleO+993jnnXf05dT41m+//UZISMh90UFhG6bRozF9+SVoGprRiNqgATg4kDJ7Nn/26KHv1+oxlu3uWU55xDKAisb7Pgf5IVewvm5otaF8WudTSXT6Lw+Lqovsy9S3L6ZZsyAxkdNFi3K4fHng8drafy0/yNOW+aj2/Tge9Ztw7/Ip+1gGNkxmY2iIvn1ApQF83fDrJzomPF9txzhuHHajRoGqcqBoUYIfMG0qZPzvderyp17HGO11AgBvJ2929txJPtd8Gfb+RNbyPLUdIZ5KXBz2DRtiOHoUUlI4WKoUZ4sWfehvraZp3IqLo+PixTi+/rq+/WHXwlM9g/nA5yi3DXeDQ11Kd2F8o/G4O8iMp+LF8KgeRLt3776vB1F29/bbbxMcHMz11A4bT8imAaJcuXJhNBq5eueJd6qrV6/i/ZCx5//u9qWqKnFxcfoHbjQa5YIjC9A+/hhLTAzGyZNR4uIwbN2KVr8+RqMxTSPM6OUUVF7Pu4cF7qH6urENx/JeVcln9V+k3Tw/tIkT0Q4dQjl0iGJnznAjd24u+fk9ddt6kMxuz4/jccpMMFj4PPcJvs11mpTQuzMXdSzVka8bff3AmY6e5PjZvu0MGoQ2cyZKSAiljh8nrEABUh5wgZQZn/c6lwg+z20NDhk0hXmvzMPfwz9D357Imp6LtiPE0/DwwLJsGUqtWihXrlD+8GGMqooxIeGpflvP2Mfxpu8etjtd09f5ufkx+aXJNAtslslvSois6d/nHEVRSElJwdXV9YFDnv8tPXELW1m2bJk+fC49bDovvL29PeXLl2fLli36OlVV2bp1K5UrV7ZhzcRTUxTU8eNR7yTxUm7ehGvX7uYnygS3FTNt/LbrwSGjYuTnFj9LcEi8WHLkwLxoEZqHBwCV9uzB88YN29bJhiyqhdZ+2xib+yQpijU4VMC9AEteW8LsVrOfKjj03HBwwPLVV9b/TU6m1PHjz+SwoTGhdCt2DO3Ofc1n9UdTr2C9Z3JsIYTIEvz8MP/xB5qTE4qmUfbIEUyFC1Pi+HHskpMf/fp7mFH5JudJyhdamyY41KdCHw6+eVCCQ0I8hewUt/D19cXfP/0P22w+xOydd97hnXfeoUKFClSsWJGpU6cSHx+vZwcX2ZjBgOWnnyAmBsPKlRi2boVOnVCcnfWcRBkl2pBMK79t7LhzQnQwOjC/zXxaFW2VoccRIlsoVAjLrFmYXnkFO7OZBhs2oI0ahcFiQX3Bnth/v/d7NjpbczPYG+0ZXG0ww2sMx8nOycY1y1q01q2J8vbGOyqKwOBgzgUGEueeeUMQkhQLHZd25EaCNXjZokgLhlQfkmnHE0KILKtiRSzLlmHs3x/lzBmUGzcofeMGxU6d4lzhwhAR8Z8vD48LZ7nnGWZ4nOewY7S+PtAzkGkvT6NuAZnVVIiM8KLELWweIHr11Ve5du0aX375JVFRUZQpU4bFixdnua5aIp3s7LAsWACtWmHYvBnD6tVU9vdnT7Vqj5yt4XFdMSXwst8WjjjGAOBq78rSdkvlhCheaNrLL2MZNw7D8OEYLBYYO5bGrq7sq1yZ614vRrL2Yw7RjNo8CgAFhZUdVkoPlYdRFDxXr0arUgWDqtIkIYElbm4Z9jv9b+/5HGT/lXMABHgEMKPlDAyKTTs1CyGEzWj16mE+fBhl+XKMX32FcugQdmYzxU+dQitShAp+fpwqVoy4O/tfMSWw1PUSi10vsm1SIbQ8d+ccUjR4t+ogPqn7iTwMESIDZZW4RUpKCqNHj2blypV4enrSq1cvunbtqm+PioqiRIkS2TMHUao+ffrQp08fW1dDZBZHRyxLlkDTphj27aNAWBgp9vYcrFjxqYsOuRnCy5WPERJtDQ55OXmxsuNKKuSp8NRlC5HdqQMHotapg+mtt1AOHsQtLo4GGzcSXLgwxD5ibthsLhkLPfLuJtli7aI/qOogCQ49StmyqH37Ypw8GcOWLfhVq8bFAgUy/DBz3S7wo6c1OORocuTXtr/i4eiR4ccRQohsxWhEe/VVzG3aoKxfj2HsWAzbt6MkJVE4OJiAc+cI9vWF8HA65Nup95q/V3mf8kxqNomq+ara4A0I8fzLCnGL8ePHs2jRIvr3709MTAz/+9//2LdvH999952+z9NMVC+P68Sz4eqK5c8/0UqUAKBwcDDVdu16qpvUIw7R1JtTj5Bo64xE/m7+bOq2SYJDQtyrfHnMO3ZgGTMGy53hZYWDgzFVqECe8HAbVy7zfOZ1nEN3utqX8irFp3U/tW2Fsgn144/RfHwAKHfoEKanSHL4IIccbtLXd5++PKnpJMr7lM/QYwghRLamKGhNm2LZuBHzxo2ozay5gwyaRuCNG2Bvz6utRuq7F81ZlP/V+h8H3zzInjf2SHBIiOfc77//zsSJExkwYAAffvghmzZtYtu2bfTr108PDD3NzN0SIBLPTu7cmFevRitUCAC/ixcxVauG+82bT1zUjhxXqV9gIxHx1nHZJXKXYHP3zRTNVTRDqyzEc8FkQh08GPXIEdQ6dQBQLl6k9rZtVPnnH+yTkmxcwYy1K8c1xuY6BYCdwY6ZrWbiaHK0ca2yCQ8PLGPGAJAjMZFSx45lWNFHo47S1H8LCXemXH69/Ov0KNfjEa8SQogXl1arFpY//yRl924sbdpwvV07yJ2bV0u8ysiaI9nfez9H3zrKx3U+ppRXKVtXVwjxDFy5coWSJUvqywEBAaxYsYI9e/bw1ltvYbFYnqp8CRCJZytfPszbt6M2bQqAEhxMww0bCAgOBlX9z5fGGJJZcnIJvX330NR/C9FG65Ptynkrs7HrRvK75c/06guRrRUpgmX9esxTpqC5uQFQIDSUpmvWoCxdauPKZYyQmyF0yrcLVbE+QRlVe5T0UHlCWpcuqDVrAlD47FncoqOfusxjDtE0nd+UayZrMLJqvqp81+S7py5XCCFeCBUqkLJgAVfefx+AfK75+LTup5TxLvNUPQWEENmPt7c358+fT7Mub968/Pnnnxw8eJB+/fo9VfkSIBLPnpcXluXLsYwejWYwYFRVgvbvp/WyZRjbtqXwmTPWGxJNI8WSwthcJ6nvvxGvosvo9EcnZnqc159ANyrUiHWd15HLKZdt35MQ2YXBgNa7N+bDh1FbtADAMSkJU8eOVN25M1v3JjprF0ejeY24aHcbgGr5qsnMWOmhKFgmTkRVFAyaRsUDB+ApxrIfc4imkf9mriVY82VUzluZlR1WSq8uIYR4UhIMEuKFV6dOHRYvXnzfel9fX5YvX05oaOhTlZ8lklSLF5DBgDp8OFr16hi7dUO5cgX7lBRYsYLUDEKxbm6YFCPTPIMJu3PDlyqHKQfdy3ZnXKNxOJgcnn39hcju8uXDsmQJ6qJFGAcNQrlxA/+LF/GOiuJAUJCta/fETtnH0sh/E1fiEgEombskv7f9HZNBTnPpUrYswUWKUPTMGbyuXqX8wYOP7OX5IMftY2jkv5mrd3oOVfKtxKqOq3B3dM/oGgshhBBCPPeGDBnC2bNnH7gtb968rFy5ks2bN6e7fOlBJGxKq1MH8+HDmH/6CbVzZ7S8efVtLg0bohgMNKtinbavcM7CDKg8gJUdVxL5fiSTmk2S4JAQT0NR0Dp2xHzoEGqrVoC1N1GNnTsxdumSbXoTHXOIpn6BjVyxswaHyniX4a8uf+Hj4mPjmmVvhXbuRAsIAKDI2bMY33nniYJEJ66eoFGBTXpwKMg3iNWdVsuMZUIIIYQQ6eTv70/Dhg0fut3X15dOnTrpy+3btyciIuKxy5dHq8L2PDzQevbE0rOndRjDmTMYtmxBK1gQgPervc+gqoMonLOwTaspxHMrTx4sv/+epjeR4fffaergwIGgIC77+dm6hg8VFR9FE/8tRN0JQpT3Kc+aTmtk2GlGcHPD/NdfmJo2RQkOxjBjBlUKFGBvlSpohv9+vnTSPpamC5rqn0vFPBVZ3VGCQ0IIIYQQz9KuXbtITEx87P2lB5HIWhQFihVD7dMHrUkTAAI8AyQ4JERm+4/eRFV27cLwlDMiZAYNjX5r+hFpsp70KvlWkpxkGc3PD/PGjWh3ZssoEBpKtV27MJrND33JSftYGhbYRGR8JGANDq3ptAbPHJ7PpMpCCCGEECJ9JEAkhBDirju9icxz5qDlzAlAgbAw2ly/jiklxcaVS2uhWxjLzywHIHeO3Cxrv0yCEJkhTx7MGzaglS8PQP5Ll2i2Zg3Kb7/dl7z6VGpw6E7QrkKeChIcEkIIIYTIJiRAJIQQIq17exPVrg2AYdMm6mzejF0WyUsUbkpgYJ4D+vKkZpPwdva2YY2ec7lzY16/HrVmTQCcbt/G1LUr9TZtwuPmTQDOXD+TJjiUOtxPgkNCCCGEENmDBIiEEEI8WJ48WFauRH35ZQBy3bhB/U2bcExIsGm1NDTezrOPm8ZkANqXbE/bEm1tWqcXgocHlg0bME+dipY7NwBeV6/SaP16Ku7dSy4HT3zyFQOswaG1ndeSM0dOW9ZYCCGEEEI8AQkQCSGEeLgcOawJrNu3B8A9Job6f/+N061bNqvSHPcLrHINB8DH2YeJTSbarC4vHKMR7Y03MJ84geXdd9FMJhSgUI0a5HLxYm2ntXQt01WCQ0IIIYQQ2ZAEiIQQQvw3Ozsss2djefNNAFzi43n54EE4ceKZV2WTUySDfA7qy1NemiJJqW3BwwP1m28wHziA+sorWD7/HIBcTrmY0XKGBIeEEEIIIbKA9957D0/Pxx/uL9PcCyGEeDSjEfWHH8DNDeP48Sjh4ZgaNsSzYkVu5sz8YICGxnc5zzA8z1EsmnVGta5lutKyaMtMP7b4D8WLY/ntN1vXQgghhBDihZGcnMyqVavYu3cvkZHWWWN9fHyoUqUKL7/8Mvb29vq+77///hOVLT2IhBBCPB5FQR0zRu8toly/Tt1Nm8gdFZWph41XzHTJ+w9DfA7pwaGmAU1laJkQQgghhHihhISEULVqVd555x2OHDmCpmlomsaRI0fo27cv1atXJyQkJN3lSw8iIYQQT0QdNszak2jgQOzMZups2cKFQoXg+PEMP9Y5u1u0zb+do44x+roRNUbwcZ2PMRqMGX48IYQQQgghsqrBgwdTsmRJtmzZgpubW5ptsbGx9O3bl6FDh7JkyZJ0lS8BIiGEEE9MffttNDc3jG+8gdFiIfDcOahQgTre3pwtWpQrefM+9THWOF+ha75dRBtTAHC1mJjRfiGti7V+6rKFEEIIIYTIbnbv3s2GDRvuCw4BuLm58cEHH9C4ceN0ly9DzIQQQqSL1rkzlo0bUV9+GU1RAPCJiqLW9u1U2b0bkpPTVa6Kxue5j9PSb6seHCqWqxg7+h6Q4JAQQgghhHhhubu7ExYW9tDtYWFhuLu7p7t86UEkhBAi3bTq1bEsWwbnzmGYNg3DzJkosbEUCA1FbdkSk4cH5nsS5T1KjCGZHnl3s+LONPYArYu25peWv+DmcP+TEiGEEEIIIV4U3bp104eR1alTB29vbwCioqLYunUr48aNo0+fPukuXwJEQgghnl5gIOo336AOH47x1Vcx/PMPhk2bqO/uzvY6dUhwcnpkESeunqB9wQ2ccYgDQNHgs/qjGVZ9GMqdHkpCCCGEEEK8qD744AOcnJyYNGkSH374oX6NrGkaPj4+vPvuu7z77rvpLl8CREIIITJO7txY1q2D7t0xLF+OR0wMDTZsYG/VqqBpD33ZYteLvD6rJvEO8QB4Onoy95W5NAlo8qxqLoQQQgghRJY3aNAgBg0aRGhoaJpp7gsUKPDUZUuASAghRMbKkQPLr7+iDR6MccoUnBISqLt5M2qdOvja2VkTWN952mFB5UOvo3yd+xRY0w1R1rssv7X9jQDPABu+CSGEEEIIIbKuAgUKZEhQ6F6SpFoIIUTGMxpRJ0zA8s03aDlyAGDYvZta27fTeN06/MLCiLsdzct+W63BoTs6lurI1h5bJTgkhBBCCCHEA0RERLBo0SLWr19P8r8mhYmPj+frr79Od9kSIBJCCJE5FAX13XcxBwdjGTkS7c6MCh4xMQTt3YvT7RSMZcsDYFSMjGs0jtmtZuNk9+h8RUIIIYQQQrxoDhw4QLVq1Rg6dCg9e/akevXqnDx5Ut8eHx/P2LFj012+BIiEEEJkLi8v1E8/tQaKPv8czcsLw8CBGHN7Maf1HKrlq8a6zusYWGWgJKMWQgghhBDiIUaPHk2LFi24cOECp0+fpl69erRo0YIjR45kSPmSg0gIIcSz4e6OOmwYav/+kGJNOOSZw5Mt3bdIYEgIIYQQQohHOHToEN988w0GgwFXV1fGjx9P/vz5ad26NUuWLCF//vxPVb4EiIQQQjxb/5ryXoJDQgghhBBCPJ7ExMQ0y++99x4mk4lXX32VH3744anKlgCREEIIIYQQQgghRBZXokQJ9uzZQ+nSpdOsHzBgAKqq0rt376cqX3IQCSGEEEIIIYQQQmRxHTt2ZPfu3Q/c9u677zJixIinGmaWKQGisLAwBgwYQLly5fD19aVChQqMGTPmvinYjh07xksvvUSePHkoVaoUEydOzIzqCCGEEEIIIYQQQmSqzI6FdO/enR9//PGh2wcNGsThw4f15X/++YekpKTHrn+mDDE7c+YMqqoyYcIEAgICOHHiBIMGDeL27duMHj0agNjYWNq2bUvdunX59ttvOXHiBAMGDMDd3Z2ePXtmRrWEEEIIIYQQQgghMkVWi4W0b9+erVu3UrBgwcfaP1MCRI0aNaJRo0b6csGCBQkODmbGjBn6H+X3338nOTmZH374AXt7e0qUKMHRo0eZMmWKBIiEEEIIIYQQQgiRrWS1WIimaU+0/zNLUh0bG4unp6e+vHfvXmrUqIG9vb2+rmHDhkycOJHo6Gg8PDweWE5SUlKaLlKpb9hisaT5VwjxaNJuhEgfaTtCpI+0HSHSR9qOEE/uYe1GVVUA4uLi0sym6+DggIODQ4bXI6NiIc/CMwkQhYSE8NNPP+kRM4CoqCj8/f3T7Ofl5QVAZGTkQ/8oEyZMYOzYsfqyi4sLx44d48KFCwAEBwdnbOWFeAFIuxEifaTtCJE+0naESB9pO0I8uX+3G4PBgL+/P1WrViUyMlJfP3z4cEaMGJGhx87IWMiz8EQBok8++eSRyZN2795N0aJF9eXw8HBee+01XnnlFXr06JG+Wt7jvffe45133tGXU3sQFSxYkJCQEAoXLozRaHzq4wjxIrBYLAQHB0u7EeIJSdsRIn2k7QiRPtJ2hHhyD2s3qqqSkpLC7t277+tB9DBZIRbyLDxRgKh///507tz5P/e5N/nRlStXaNWqFVWqVOG7775Ls5+3tzdXr15Nsy512cfH56Hl/7vbl6qqxMXF6R+40WiUH00hnpC0GyHSR9qOEOkjbUeI9JG2I8ST+3e7URSFlJQUXF1dMRgeb2L3rBALSY97A2CP44kCRLlz5yZ37tyPtW94eDitWrWiXLlyTJ48+b4/fOXKlfn8889JSUnBzs4OgE2bNlGkSBGbdqkSQgghhBBCCCGESJVdYyFPmqT68cJlTyg8PJyWLVuSP39+Ro8ezbVr14iMjEwzvu+1117D3t6eAQMGcPLkSZYuXcqPP/6YZviYEEIIIYQQQgghRHaQ2bGQX3/9lZs3bz50e3x8PF9//bW+fPHixcee4h4yKUn15s2bCQkJISQkhFKlSqXZlvpm3N3dWbJkCUOHDqV+/frkypWLoUOHyhT3QgghhBBCCCGEyHYyOxbyzjvvULBgQebNm0fJkiXv2x4fH8/YsWMZNmxYuuqfKQGizp07P3J8HkDp0qVZs2ZNZlRBCCGEEEIIIYQQ4pl5FrGQggUL0qxZMyZPnkzLli3TVcbDZMoQMyGEEEIIIYQQQgiRcRRF4ccff2TgwIH06tWLMWPGZGj5mdKD6FlSVVX/12AwoKrqE2fqFuJFJe1GiPSRtiNE+kjbESJ9pO0I8eQe1m7+HUPITlKTTg8ZMoTSpUvz1ltvcfz4cX788UecnZ2funxFe9K01lmM2WwmPj7e1tUQQgghhBBCCCFENuHs7IzJlL36zOTMmZPTp0/j5eUFwJkzZ+jatStGo5GFCxfi5OREiRIluH79errKz15/jYdwdnYmPj6eqlWrsnv3blxdXW1dJSGyhbi4OGk3QqSDtB0h0kfajhDpI21HiCf3sHaT2oMoO/p3D8KiRYuyYcMGevfuTYMGDfjyyy+fqvxsHyBKjfgpikJkZCSKomS7bmJC2Iq0GyHSR9qOEOkjbUeI9JG2I8STe1i7yc5t6EEDwNzc3Fi0aBGjR4+mX79+T1V+tg8QCSGEEEIIIYQQQjzvOnXqhKOj433rFUXho48+okyZMsycOTPd5UuASAghhBBCCCGEECKLmzx58n9ub9OmDW3atEl3+c9NgMjBwYHhw4fj4OBg66oIkW1IuxEifaTtCJE+0naESB9pO0I8uee53SxbtowlS5YQHByMvb09gYGBdOnShYYNGz5Vudl+FjMhhBBCCCGEEEKI552qqvTu3Ztly5ZRuHBhihQpAlhnMwsJCaFHjx58++233Lhxg507d9KiRYsnKv+56UEkhBBCCCGEEEII8byaNm0amzdvZsGCBTRr1izNttWrV9O/f38KFSrEggUL6Nix4xOXLz2IhBBCCCGEEEIIIbK4mjVr0rdvX7p27frA7XPnzmXQoEHUr1+fBQsWYG9v/0TlS4BICCGEEEIIIYQQIovz9fVlz549+Pn5PXB7WFgYFSpU4MqVK08cHAIwPG0FhRBCCCGEEEIIIUTmcnR0JCYm5qHb4+LicHV1TVdwCCRAJIQQQgghhBBCCJHlVa5cmRkzZjx0+88//0zlypXTXb4kqRZCCCGEEEIIIYTI4gYPHkzLli25efMm/fv3p0iRImiaxpkzZ5g8eTKrV6/mzz//THf5koMoHSIiIti+fTve3t7UqVPH1tURItuIiIhg8+bNuLq60qxZM4xGI5qmoSiKrasmRLaQ2l6OHDnCnDlzuHTpEq+++ipNmjTBw8MDVVUxGKRzsBD/ltp2Dhw4wIIFC4iOjua1116jXr16ODo6yrlIvPCio6Px8PCwdTWEyNaioqI4duwYpUqVwsfHJ9OOs3LlSgYNGsTNmzf1dZqm4enpyYQJE2jVqlW6y5YA0RP66KOPmDVrFvny5SMlJYWyZcvy008/YTJJZywh/suECROYNGkSPj4+aJqGh4cHixYtwt3d3dZVEyJbSL2BPXz4MG+//TaFCxcmf/78rF69msDAQJYuXWrrKgqRJaW2ne3btzNw4EDKlCmDu7s7f/31F40aNWLSpEkSIBIvHIvFwrZt25g7dy4rV66ke/fufPLJJzg7O9u6akJkOydOnGDChAmsX7+euLg4Fi5cSNOmTTP1mLdv32bjxo2cO3cOgMKFC9OgQQNy5MjxVOXKY8aHuHz58n3rtm3bxuLFi/nxxx/ZtWsXo0ePZtOmTXz33XckJyfboJZCZD1hYWFYLJY0606ePMmPP/7Il19+ya5du5g+fToXL17k008/5caNGzaqqRBZV0REBEuXLmX9+vX6+UVRFJKSkpg6dSoeHh7MnDmTMWPGsGDBArZv3878+fNRVdXGNRfCtiIiIlixYgU7duzQ1ymKwu3btxk7dizlypVj9uzZTJgwgfHjxzN//nx27NghwSHx3Pv3tdmNGzf4448/cHJyIigoiNDQUK5duwZYg6pCiAcLCQkhPj4+zbrLly/j4ODA/Pnz8fHx4dixY/e1uYyyZ88e1q5di5OTEy1atODdd9/F29ubDz74gLJlyzJo0CCSkpLSXb4EiO6Ij49nyZIltGrVimLFitGxY0eGDh1KWFiYvs/SpUspWrQotWvXBuCll17irbfeYuXKlRw+fBiQH1Tx4klMTOTPP/+kbdu2BAYG0r59e95++22OHj2q77Nq1Sry5cunt50yZcowePBgDh8+zM6dOwFpO0KoqsqGDRto3bo1VapU4YcffuCTTz6hRYsW+mwVDg4ObN68mW7dumEymVBVlVKlStG8eXNWrlzJxYsXbfwuhHj2zGYzK1asoFmzZlSuXJkJEyYwePBgunTpol+gGwwGDh48SK9evQBr0Ojll1+mUqVKzJkzJ003fSGeB5qmsWPHDgYNGkT9+vUZNmwYmzZt0rfb29vTtm1bPv/8c95++22Cg4PT3PcIIaySk5NZs2YN7du3p1ChQnTo0IFevXqxdetWfZ9y5coxcuRIatWqRe3atdmyZQu3bt3KlPp8/fXXnDp1Sl8+fvw47777LvXq1WPQoEGsXbuWCRMmpLv8FzZAZDab0ywvXbqU6dOnU6lSJRYvXsyAAQNYt24dn3zyCQkJCYD14iIpKQkXFxc9KteyZUuSkpI4ePAggDyBEs+9f/eW27BhAzNnzqRkyZIsW7aMMWPGcPz4cT7++GP9ZlVVVRISEvD29tYv1uvXr4+TkxO7du0CpO2IF8/JkyeJjIzUlw0GA7NmzaJMmTJs2rSJjRs3MmnSJEJDQ5k2bRqqqqJpGm5ubkRFRQF322PTpk0JDw/XLxgk4CqeZ2fPnk1z4a1pGjNmzKB69ers2LGD9evXM3LkSLZv386vv/4KwNWrV8mdO7d+A5x6Hde6dWuOHDnCpUuXnv0bESKTxMfHM2nSJIYPH05SUhI9e/bk2rVr9O3bV09e6+bmRp06dXB3d6du3bokJSVx9uxZQK7JxIstMTExzfKePXuYPXs2hQoVYvny5fzyyy/Ex8czZswYjhw5AoC3tzf58uUDoEWLFhw+fDjNNV5GOnbsGHXr1tWXly5dSsWKFZk4cSL9+vXjq6++YtmyZeku/4UKEAUHB/Pee+9RtWpVBg0axObNm/VtTk5OtGnThhEjRlCmTBnat2/P2LFj2bRpE2azGVVVKVSoEMHBwYA16g5QqlQpPDw8CAkJeaquXEJkZWFhYQwdOpSgoCB69erFn3/+qf94GgwGmjdvzvDhwylTpgz169dn0qRJHDp0iNjYWACKFy9OaGgoZrMZo9EIQKFChcibNy9hYWH3ddMU4nmVnJzMqFGj8PPzo23btnTr1o0VK1bogZ7u3bvTv39/AgMDMZvNBAUF0aRJEw4ePIjBYCA2NpYSJUqwbds2AD0hdbVq1UhISCA8PByQi3vx/ImJieH999/Hz8+PV155hZ49e+o9UO3s7OjTpw99+/bF398fk8mk98RL3cdisVC4cGH27t0LoOeObNSoEZcvX9aDrkJkB6kPASIiIvjhhx8YMGAAS5cu1a/N4uLiuHr1Ku+//z5TpkyhR48eTJ06lUqVKrF27Vrg7nnCbDbj7u6On58fR48e1XusCvEiuXLlCv/73/8oV64cbdu2Ze7cuXoaDFVVeemllxgxYgRly5albNmyTJgwgYiICP26C+62y4YNGxIXF8eZM2cypa7R0dF4eXnpyzt27KBRo0b6csWKFR+YLudxPfcBotQPKiYmhjFjxnDu3DkGDBjArVu3ePvtt1m8eDEAbdu25a233tIDP2CNvtvb22Nvb4/BYKBIkSLExsYSEhKCoij6BX2ePHmIjIyUAJF4LiUlJfHdd99x+PBhRo4cSZ48eRg6dCiTJ08GrEMte/fujYuLi/6a5ORkEhISyJs3L2BNmmY2mzlw4ABwdxy8t7c3t2/f5vr168/4XQmR+VJSUvT/Tz0XLV26lL///ptp06axYcMG8ufPz9ixY1m5ciUATZo0IU+ePID1BtZsNnP58mX9QsDJyYkqVaqwb98+4O7DioIFCxIfH39f71ghsqN78zaktp158+Zx4MAB5s2bx++//05SUhKjRo1i+/btgPVc5O3trb8uJiaGqKgoChQoAFjPN8WLF9d7fNvZ2QFQrFgxEhMT07RXIbI6RVEIDw+nS5cu/PHHH2iaxqhRo+jduzdgvTcZNWoUr776KoqiYDabcXJyIjExEU9PzzT56lIDRTVq1ODEiRNEREQA0hNVvBhSv+fTp09n+/btfPrpp9SsWZMxY8bw2WefAVC7dm169OiBp6en/jqj0cjly5cpVqyYvk5RFFRVxdnZmcDAQHbu3JkpeYq9vLwIDQ0FrPdcR44coXLlyvr2uLi4p5pA67kKEIWFhfHTTz8xbty4+4Z87d69m+XLl/Ptt9/StWtXpk2bRvPmzfnqq6/0L0bqBUnqBfbs2bN57bXXcHBwAKBEiRL4+fnpQaXUnhC+vr5ERETg5uYmCUJFthQWFsaPP/7Ip59+ypYtW9J8j48fP86sWbP44osveO211/jqq6/o168f3333HbGxsfqPoaZpehuaPn06LVu2xNXVFYDAwEDKlClzX9vJnTs34eHh+Pr6PuN3LETm2LVrF4MGDaJWrVp6V/7ExET9XPTXX3/h6+tL8+bNyZs3L+PHj6dUqVJMmTIFQG9LqXbv3s2BAwcYNGgQYL2prV27NsnJyfpTYLAGoxRF0V8r5yKRnfxXrhRFUYiPj2fjxo0UL16cunXrUrJkSaZOnYqnpyczZswArNdw97adrVu3EhkZyRtvvAFYg6vVqlUjNDRUv0YE6/kvZ86cejoBIbKaf/75Rw+E3mvChAmYzWYWLVrEDz/8wNSpU9m0aRNz5swBrA8QVFVFVVVMJhM3b94kPDycwMBADAaD3l5Sz08NGzYkPDxcv/GUnqjieRIWFsa0adMYMWIEf/75pz56QVEUgoODmTZtGkOHDuWVV15hxIgRjBkzhjlz5nD69Gn9+krTNP36asaMGdSpUyfNgwm4e/3VuHFjduzYoY+myEiNGzfm008/ZefOnXz22WfkyJGD6tWr69uPHz9OoUKF0l1+tg4QJSYmcvXqVcLCwnj99ddp0qQJv//+O0ePHuXVV19l6tSp+r5Hjx6lbNmyFC5cGABHR0c6d+5MVFQU69atA6xd9c1mMyaTiTVr1hAeHk7Hjh31Mvz9/enQoQOzZ89m//79GI1GIiIi2L59OyVLltTLECKrS0pK4uLFi1y7do133nmHZs2asWTJEi5fvsybb77JyJEj9X3PnTuHt7c3FSpUAKw3qB06dMDBwUEP+BgMBlRVxWg0sm/fPo4cOUKXLl0wmUxomoaDgwPdunVj3bp1+tj3uLg4Nm/eTEBAgP4kV4js5ubNm6xevZpz587x66+/MnToUBITE+nfvz9ubm4MHTqU6dOnA9YcKDExMRQtWlR/vYeHB61bt+bAgQNcvXoVg8GAoih6sHXcuHF069aNwMBA/aKjbNmyNG/enC+//JIVK1YA8Msvv+Ds7EyVKlUAOReJrC8yMpLVq1cTERHB1KlTGTZs2H25UpYvXw5YZ1uKioqiYsWK+ut9fX1p0qQJO3bsID4+HqPRqLcdi8XChAkT6NOnD7ly5dIf/DVq1IigoCA++ugjfajZ3Llz8fHx0c9xQmQF+/fvp3fv3vj7+9O/f3+GDh1K+/bt0wwb2blzJy1btiR37txYLBbq1KlDu3btmDdvnp5rS1EU/Xzw66+/Yjabad++vb4N7p4vqlatip2dHWfPniU2Npbz58/L6AiRbaXm1Lp9+zaDBw+mefPmLF26lNu3b/PBBx/oDw8Arl27hqqq+mQ6BoOB1q1bU6BAARYtWoTZbNaDRAaDgQsXLvD333/TqVMnnJ2d0xw3tT298sorhISEcPjwYdavX6/f/2SE//3vf5hMJlq0aMGcOXOYOHFimlFQ8+fPp379+ukuP9teQd66dYuWLVuya9cudu/ejdFoZP78+fz111/89NNPdOvWjV9//ZXTp08D1ov4XLlycf78eb2MIkWKUKZMGf0DSw0OJSYmMmnSJBo1akSZMmXSPInt06cPxYsXp2fPnowaNYrXX38dOzs7hg8f/mz/AEKk0+3bt3nrrbdYvHgxJ0+eJDY2lunTp7N+/XqmTZvGsGHDWLFihT4z3/Xr1ylYsCDHjh0DrE96fXx8qFOnTpoeDKm9giZPnkzp0qWpW7cuqqrqFyAdO3akSZMmDBo0iGHDhtGxY0ciIiL07ptCZCepT14PHDjABx98gMlkIjw8nN69e/PDDz/QsWNHxowZQ7t27Vi3bh2apuHl5aXnh7h9+zZgvUAvVaoUnp6ebNy4EbA+/DAajSxatIhLly7RvXt3IG3Q54MPPqBUqVJ88sknlC9fnq+++ooePXpQvnz5Z/hXEOLJpbad7du3M3z4cBwdHbl8+TKDBw9+aK4UPz8/oqOjSUxM1IM9RqORUqVKYTAY9CntU9vO1KlTSU5OpmvXrsDdfEOOjo58+umn2NnZ0a9fP8qXL8/s2bPp06cPBQsWfMZ/CSHSOnXqFK1bt+bSpUssXbqUlJQUli5dyq5du/j44485d+4ckyZNAqwP2VJ7YcPdCQvatm3LxYsX9WTTqcLDwxk3bhyffPIJLi4u9w0fS0xM5NatW9jb2zN+/HgqVqxIs2bN9GtBIbKyf3+fk5OTGT16NJMmTSI8PJwLFy4wceJE1q9fz/fff8+3337L1q1b9Ylyrl+/TkBAAIcOHdJfD9aeOps3b9YnRUi9DpsyZQq5c+embdu29x1bVVV27tzJ33//TXx8PO3ataN79+4cPHgwwwKuuXLlYvXq1Zw/f57z58/TokWLNNtnzZr1VLGJ9A9Oe0YuXLhArly59KEqYP0SuLi4cP78efz8/MifPz81a9Ykb968WCwWHBwcqF69Ort27eLatWsUK1aMIkWK8PfffxMREaF3uUrtbpz6hCr1AmLWrFmEhoayatUqwPplSEhIwMHBAXd3d2bNmsWiRYvYtm0btWvXpnPnzvd1LxPC1mJiYnB3d0+zTtM0nJycOHnyJB07dqRChQqMHTuWfPnyoaoqBoOBSpUq4e3tzYULFyhXrhz58+cnKSmJc+fOUb58eTRNQ1EUatasydixY/VyFUVh+fLlbNy4Uc/obzAYuHXrFjly5MDBwYHx48dTu3Zt/vrrL2rVqkWHDh0ICAh45n8bIR5XbGwsW7duxWw2U79+fb1NpQY+/f39uXXrFgUKFODdd9/VA6WqquLg4EBcXBw+Pj7Exsbi7u5OoUKFOHv2LFFRUfoNqZubG2XKlGHXrl106NABR0dHYmJi+OWXX+jWrRtFihQhJSWFY8eO4eTkRLFixQgICGDq1Kls2LBBf3KcI0cOm/yNhHiQ2NhYduzYgclkol69enpP0dS2kytXLtzc3PDw8ODTTz/Vr8HuzZVSoEABkpKScHBwoEiRIuzdu5f4+Hi9HXp5eREQEMDBgwdp0qSJHmyaO3cu7733Ht7e3qSkpHD8+HF8fX3x8fGhTJky/P7776xYsQJ7e3vq168vbUc8U8nJyRgMBv07n3oNdfr0aVxcXLCzs6Nx48bkypWLMmXKAOjBmtSH2haLhUKFCulJcB0dHQGoXr06ycnJaXoQAXz++edUr16dpk2bplmfauzYsUycOJG8efPSokUL6tWrR+PGjXF1ddXrJ0RWc+rUKW7cuEGNGjX0dZqmYW9vz6lTp2jZsiUFChTg+++/12cYA2tP7ICAAI4fP0716tXx9PTE1dWVI0eOULduXf373qhRI3799dc0gZ1//vmHefPm6cM+FUUhJiYGZ2dnTCYTFy9e5N133wWs7a5hw4Zp8hRlpH/f56W6N1dSemTJHkS3b9/mo48+okCBAjRr1ow33niDLVu26NsVReH69etUqFCBc+fO4eXlpSfDTf1AL1++zNWrVylXrhwAderU4fbt25w8eVIvx2Qy4e3tjcFg4Pbt2yiKwqVLl1i4cCHDhg1j586dDBkyhGLFijFs2DCio6MBcHV1pXfv3syePZuRI0fqCRCFsCVVVdm9ezcDBw7Ez8+Pjz766KEzUeTLl4/Q0FBcXFz0H8zUCPjFixe5evWq3pW/QoUK2NnZpQn6AOTNm5fExERiYmJQFIUbN24wdepUBgwYwJEjRxg6dCglS5akV69eepdoo9FI27ZtmTZtGiNHjpTgkMiyDh48SI8ePShTpgxjxoxh4sSJNG7c+L4ZKc6fP0/FihUJCwvDaDTqOYRSuyKfOHGCIkWK6CfxBg0acPnyZb1HHkCOHDlwd3fX26Cmafz888+cPHkSTdNo3bo1AQEBNGzYkCNHjqTp1dqoUSOaNm1Kjhw5JO+QsLnUXEIdOnSgVKlSfPHFF3zyySc0b96cq1evptn37NmzlC9fniEyENsAACC3SURBVKtXr2Iyme7LlXL58mUCAwP1PJAtWrTgyJEjhISE6GX4+PiQkpKi32irqsp3333HrVu3iI2NpWXLlgQEBNCgQQNOnTqlv85oNPLKK6/w8ssvS9sRz8TFixf59NNPqV69OnXr1uXjjz/WJ+5ITZBuMpm4cOECPj4+1KtXTw8OpTp58qQ+RNnDw4OiRYty+fJlrl27pk+eYzKZyJkzZ5rptfft28eZM2d45513uHr1KtOmTaNTp0768GeATp06ceDAAY4dO8b333/Pq6++KsEhkSXFxcXx2WefERgYSJs2bRg8eDB9+/bVZxpPbU9Go5HQ0FDs7Oz0e53U4fvnz5/n5s2bVKpUCbBOVpAnTx72798P3J3EwM/Pj/j4eP0cER8fz/jx4+nWrRthYWEMGzaM0qVL07JlS/0c4+fnx969e9m7dy/vvPOOHhzKTucZmweI7v1jpV4cL1myhI0bNzJ16lSWLFmCxWLhww8/1BMWgjWXg9Fo1HvupL42Ndjzyy+/pJlZqVChQpQqVYq//vpL79oPsGfPHooVK6Z3WV64cCFHjx7l/fffp1OnTkRERPDJJ5/w1VdfkTNnzvvqnp0+bPF8+fdsRdHR0SxevJiEhATKly9PaGiofkF+byLC8PBwvLy89DGzqdtSez6kJnD38/MDrMGkSpUqsWXLFm7evKkfb9euXRQvXlxP8rZ69Wr27NnDl19+SdeuXQkPD+ejjz5i5syZ+Pv7p6nrvUnehLC1a9eu3bdu8eLFeHh4sGzZMnbs2MHs2bOxt7fn22+/1R8WgLXbfo4cOXBzcwPuBlAVRWHJkiVERETQrVs3ff969eqRJ08eFi5cmOb4GzZsoHbt2vrF+K+//kp8fDwrVqwgKCiI1atXc+PGDdq1a3dffqF7z39CPEthYWF613uwfu9nzZpF3rx5WbduHdu3b9e7+H///fdpkrDfvHmThIQEvLy89LwO9+ZKsVgseq4UgObNm+Po6MjSpUv1dVeuXGHfvn1Uq1ZNP/7KlSu5cuUKCxcupHLlyqxZs4YbN25Qt27d++ovbUdklpiYGNatW0dcXBy3b99m7Nix7N69m8GDBzNkyBB27dpF//79gbvXX97e3mna073XSSEhIezcuZPXX39dX1ehQgVUVWX16tWANSl1UlIS7u7u+r1OYmIiP/zwAwcOHKBnz56UKlWKmTNnUrRo0TTTYhctWpSCBQvqE478O4G1EFnF77//zqZNm/jhhx84dOgQQ4cO5fDhw8yePRuwBnfi4+MpUKBAmocHcLet/fTTT1SoUEEflp8rVy5q1KjBnj179N53ANu2baNgwYJ6ounUoWPTp0+nV69eXLp0iQ8//JBVq1ZRunRpgDTHvLcNZ6vzjGYDBw4c0EaOHKk1atRIe//997UNGzbo2xITE7Xu3btrnTp10tddvXpVa9++vda5c2d9XWxsrFagQAEtLCzsvvInT56s1a9fX7t27ZqmaZqWkpKiaZqmrV27VqtcubLWp08fLTQ0VNu9e7dWvXp1bdq0afpr9+3bp/34449aeHh4hr9vIZ7Wnj17tBEjRmi1atXS2rZtq82aNUv/nsfExGhbtmzRwsPDtQ0bNmhlypTR/vrrr/vKSEhI0KpVq6bt2rXrvm2LFi3SgoKC9HaV2naOHDmiVatWTXvttde0w4cPa0ePHtXq16+vffXVV/prjx49qs2ePVvajsgW9u3bp7333nuav7+/1qZNG+3KlSuapt39zm/dulW7cOGCpmmalpSUpGmapn3//fdanTp1tPj4eM1isWiapmkrVqzQKlasqGmapq/TNE2Li4vTypUrp/3444+apmmaqqr6ts2bN2t+fn5ar169tIULF2o9e/bU2rZtq0VEROj7pB773+49hhDPWkpKirZlyxatZ8+eWmBgoFahQgWtU6dOaa7j1q5dq39/U9vThx9+qDVv3jzNupkzZ2p169bVNC3t9/ry5ctaQECAtmrVKk3T0raduXPnan5+ftrQoUO1P/74Q2vXrp3Wq1cvLTo6Wt8nODj4gXWXtiOehdTv2d9//635+/trmqZp27Zt0zw9PbXTp0/r+61YsULLly+fduvWLX3db7/9pnXv3l2LjIzU1yUnJ2uapml9+/bVunfvrmna3TaUkpKiDRs2TAsKCtK2bdumaZqmLV++XCtVqpS2adMmTdM07datW9rgwYO1jz/+WNu4caNmNpsz6Z0LkTGOHTumff7551rbtm21jRs3apqm6d/b5ORkrVevXtqrr76q75+YmKi1adNGGzlyZJp17dq103777bf7yt+4caNWsmRJ7cSJE5qm3W1PV69e1Ro2bKg1btxY27hxoxYcHKy99NJL2ogRI/TXnj17Vvvtt98eeK9z77kqu3smoazo6GjWr19PREQEM2fOpF+/fly+fJl27doRHR3Nm2++yZIlSwBrt7GLFy/qM7GANar30ksvsWfPHv1Jr8ViIWfOnHqPhtQIXUREBHPmzKFbt27kypULuBvJa9q0KaNGjeLy5cs0a9aMVq1aUaVKlTQzlQUFBdGnTx98fX3vi6IL8axFR0ezbt06oqOjWbBgAW+99RaRkZH06dOHoKAgvv76a7799lvAOvSxTp06+Pr66ln4z5w5k+b7q2kajo6OxMbG6t0sU5/o3rp1i8mTJ9OhQwe991Bq2ylTpgzjxo3DZDLRqVMnGjVqREBAQJqeEaVLl6Z79+7SdkSWNW7cOBYsWADA8uXLuX79OnXq1CExMVGfwCD1CU/t2rX14cOpM0NcunQJR0dHnJyc9P0MBgMeHh56D4hU48ePx9vbW28j9z6FrVu3LnPnzsXV1ZWxY8eiKAofffQRPj4++j6px87WT6DEc+Obb77ht99+4+TJk0ybNg03Nzfmz5/PjBkzSEhI4Msvv9S75jdt2lT//qaeQy5cuICXl1eadcnJyfrsfPd+rz///HOqVav2wFwpXbt25fvvvycqKor//e9/uLu7M3z48DR5GAIDAwFpOyJzJScns3r1agYNGsTgwYPZunUrcPd75urqio+PT5ohWveOYFi/fj0DBgzAyclJvx67fPkyRqNR75FqNpuxs7Njx44dbNu2jbfffhu424ZMJhNDhgwhMDCQQYMG0bBhQwYOHEibNm2oV68eAM7Oznpy6vr16+tDoaUXt8gqoqOjWbt2LYmJiezcuZN+/fqxbt06Tp48yb59+9Lsm5p7a+/evVy6dIlbt26xYMECLBYLQ4YMAdBnTw4ODtav3+69Lxk3bhwtW7akRIkSAPqMy7lz52bChAkEBgby7rvvUrNmTTw8PNLMdla4cGHatWv3wHud56m3XaYkqY6Pj8fZ2VmfFWz//v3069ePPXv2EBISwoABA2jXrh0mk4levXrRp08fVq9eTYsWLcidOzdxcXEkJCSQnJyMvb29PsuLo6Mjmzdv5rXXXuPkyZOULFmSuLg44O6H8vPPP+Pn50evXr1ITExk7969nDlzRv9wW7ZsSa1atfQEvA+6YEj9MVcURe+KJsSzEB0dTUxMjH5xvX//ft5++23OnTtHiRIlGD9+PHXr1tWnlb9x4wYnT54kJSVFHy9rNpuxt7encOHCHD16lJs3b5IzZ079e33p0iXKlSuXZviZwWBg7ty5ODk5MXjwYBITE9m9ezf79+/n/fffR9M0atasSVBQEGfPntVnjvk3aTsiK0q9AT127BiRkZF07tyZZs2akTdvXiIjIxk2bBgnT56kevXqaU7w917Yh4WFsXjxYj1nQ+q2c+fOUaZMGaKjo/WkgMHBwWzfvp13332X+Ph4Zs+ezZo1a6hWrRojR45EVVXq1q1LjRo19Hb7MHJTK2wpte0cPXqU27dvU61aNWrVqsVrr72mD/H/4YcfaNGiBWFhYQQFBQFp287Ro0fZtm2bnlw3tcwzZ87g7++fJkCUmivls88+4+rVqyxbtowtW7bQoEED3nzzTcA6dfBLL72k5yZ6GGk7IrMsWbKE8ePHk5SURLVq1TCbzbzyyitMmTKF1157DZPJxOnTpylbtiyRkZHUrFmTV155hdGjRxMXF6fnQ+3YsSMHDhzQ202uXLkIDg7G0dERi8WiB4K+/vprmjVrRvXq1QFrPiODwUC+fPnw8vJi0aJF/Pnnn1y7do26devqQdJ7pc4qe++090LYwr/jBAcOHOCtt94iNDSUPHny0KJFC5o1a8Z3333HiRMngLtDwxwdHenbty+KotC5c2eOHTuGt7c3Hh4eDBkyhP79+1OxYkWSkpIoVqyYnosrNdj666+/cvv2bUaOHElSUhK7d+9m9+7d9OvXDycnJ8qUKcPUqVM5deoURYsW/c+28jzf62TIL0RycjIrVqzgjTfeIDAwkB49egB3I9xubm54enri4eHBqFGj6NSpEyaTSf+wtDuzkqVG0EuUKMG+ffv03CZgnamiSJEiHDx40Fpxg4ELFy7oP4KKonDkyBG+/fZbEhISaN26NQUKFKBLly7s3LlTT1gF1szeFSpU0G+y/93L4XmKAIqsLSkpSW87xYsXJyAggD/++EPf7ubmpj91rVChAvXr10/Tc+Hs2bO88sorejuCu9/fWrVqcerUKT1BdOrTolu3bhEfH68ndjcajVy4cIHPP/+c6Oho2rZtS4ECBejevTtbtmwhKSlJL9PR0ZEyZcpI2xFZRup3MHUK344dOzJlyhT9e2+xWDAYDMTGxuLj46O3pxo1alCwYEGCgoJwcXHh7Nmz+gV0KkVR9HYzceJEqlevTq1atYC77Sk+Pp7r16/j6empn8N+/vln9u/fT//+/SlWrBizZs2ibNmyvPrqq8DdG9fU4JD0thO2dPbsWb799lsGDBjAokWLuH79OpC27fj6+uLk5IS/vz/vvPNOmplbTSYT4eHhFC5cWF+nKIreHr755htatWpF2bJl0TRN/66rqkp4eLieoDolJeWhuVIaN26cps6pwSFpO8IWfHx8GD58OBs3bmTy5Mn88MMPvPLKKyxdulS/d4mNjSU+Pp48efIAMHXqVIoXL06OHDmYPXs28+bN4/r163Tp0oVLly4B1raUeo5KvfGcO3cuJ06coGTJkgwaNIiyZctSrlw5Vq9enaYXUKtWrXj99dcfGBwC63lHrtGELTwqTpDa205VVQICAhgyZAilS5cmMDCQiIgIfWKC1N/63LlzU6lSJRwdHVm2bBnHjx/n+++/JyEhgREjRgAQGRmJo6Ojnj/Yzs6Oa9eu8emnnxIeHk7Pnj3x9/ena9eu7Nixg8TExDR1Ll68+EPvdV4ETx0g+vnnn8mTJw/Dhw/Hzs6OiRMnMnPmzDT7nDlzhnLlyhEeHo69vb2eoNZkMhEfH09YWBgFCxbEyckJgNatW3PixAnOnj2rl5EnTx5SUlL0rmKpszDdO43b/9u79+CYrzaA49/NxlqyUZKwSURI0gipUrmgjCBIVfWGtpqOKiZtph1aZaqhpajLCEqVmaDF0CHTmqhLq0qpCuLWsK5xjVsjEmKTkEg2+/6R93fsSrxel2kTeT7/mNnNbtZkn9/vnOec5zz79u3DbDbj6upKly5d2L59O+fOnePbb7+96yqtXDDFv8Fut9OzZ098fX1JSEjAaDTy2WefYTAY1In6cDt2srKy1GMWi4XY2FjMZjNnz57lxo0b5OXlqcms9n2Ojo4mOzubzMxM4Pak1M/Pj71796oW2wCnTp3Cw8NDladt376dzMxMfvrpp7uu0krsiKpA66A3bNgwNm3aRGBgIMnJyfTp04ecnBw1yK5Xrx4Wi8VpEqutXgUHB3PmzBk1SNcGA9oEee/evWzdupUhQ4aoe5DjoaJafOr1eoqLi2nYsCHDhg1j6dKlZGdns2vXLiZNmnTXNqd6vV5iSfzjcnJyGDlyJK+99hpbt27FaDQybdo0VXZ/Z+xoE08tyaMlgJYuXUp4eDh+fn7qvUtLS9Hr9WzYsAGLxaIO1nVccfXx8VHNFlxcXCgpKcHLy4vhw4eTlJREdnY2aWlpTJgwwel+5UhiR/wb2rdvz0svveRU2qjT6TCbzeoxHx8fTp06pZ4/deoUP/zwA1OnTiU6OpouXbrw3XffkZ+fr9plHz9+nObNmzstkGvl0LNnz8ZqtTJt2jSysrKIi4u7a8MCIaqK+8kTaGMp7b4QGhpKaWmp2hyifb9LS0vZsGEDQUFBREVFodPpaNeuHfHx8VgsFmw2G76+vuzZs8cpYZqbm4vRaKRVq1ZOeYLVq1dXaESlqalznYcuMWvYsCEBAQGkpKRU6FSkDb6tVisFBQU0btzYqQQFyi982dnZKpsI0LNnT2bMmEFKSoo6i+jKlSvs3LmT999/Hyg/a6hNmzZkZmaqlo99+/Zl8ODBFT6jzWZ7bLeAiepJp9MxadIk/Pz81KB6//79eHp6UlxcrH5Oix1fX18VTzqdjtDQUAYOHMjff//NkiVL+O2331i1apVTbD3zzDO4ubmRkZFBfn4+165dw8vLC5vNRrNmzbh48aJaBe7YsSMWi6XC55TYEVVFaWkpW7duZf/+/fTp04fQ0FD1XEpKChaLhU2bNuHv74/VaqVjx47MnDmThIQEdZ5Dfn6+ii/HspaIiAiWLFnC8ePH8ff3V/cp7ayG+fPn8+yzzxIdHQ3A4cOHuXnzJhERERQUFNCyZUtV5lm7dm1Gjhzp9Nm1VV7H+BTin3K32LHZbFgsFubOnavOrTtw4AA9evQgNTWVTp06qfuOY+w4xkdWVhZr165lyJAhTgt2rq6uFBUVMW/ePF599VXVKebw4cMYDAaCg4PJysqiRYsWKhbr1q3LjBkznD67FjtSEiOqEm3R2Wq1smDBAjZs2MCVK1dITExUP1NQUEBISAhFRUUYjUZSU1Mxm81qzFdWVkZ2djYGg4Hr16+r1xQUFDiV30yZMgUPDw+8vLycPsOdZ3eB7OIWVc/95AkcKxsAnnrqKUwmE+np6fTr108liEpKSjhz5oxadHNxccFut7N+/XrMZjN5eXl4enpiMBickq1BQUEq2eRIWwyU+LntoRNEbdu2xcPDg6SkJAIDA0lLSyMyMpKYmBh1jorZbHbKomuuXbvGl19+ybhx49QZKVC+WvXhhx8yduxYioqKiImJITk5mR49etC2bVugfEu00WjEaDSq99Oy9nf+oWWCK6oirS2vdoE8e/YsUL7qpPH29laxow0EWrVqpVopAoSFhREdHc3Zs2fVKuutW7coKyvD3d2db775hkWLFlFUVKRaa3t7e6sMvd1up06dOoDEjqiaDhw4wOTJkzlx4gSZmZn4+fk5JYg2bNhA79691eHq9erVY+jQofz666+kp6cTFRXF9evXCQ4O5urVq4DzQLpdu3YsWrSIjIwMevbs6TToXr9+PWvWrGHEiBGqZPn69et88sknREREYLFYaNq0aYWBupz3IKqCymKnZcuWarfDsmXL1OHodrudkJAQ/P39OX78OJ06dUKv11NQUOAUO3A7fr777jtcXFx4++23K/zu5cuXk56eznPPPUdsbCy7du0iLy+PxMREgoODOXLkCIGBgRI7otq6cuUKqampdOzYEVdXV+Li4oiLi2PMmDFcuHABHx8ftdOuadOm2O12xowZQ0JCAnq9nunTp9OiRQu6d+8OlI/NduzYAdwef2mL4Fr1hTZGk9gQ1cH95gkcz68LCAjA19eXkydPqnOJy8rKqFOnDt27d2fOnDnUrl2bTp06sXPnTrZt28bYsWPx9PTk0KFDBAYGkpeXp95XK2mTuc69PfTVxWw206RJE5KTk9m4cSP169dn0aJF9OjRQ5WI3bhxg5CQEKezTKC8Lr158+a89NJLgPPq6oABA5g1axZ5eXl8/PHHlJSU8Omnn6qBTPPmzfH29q6QjQTZciyqF+2CZbfbsVqttGjRQj2nrUAVFxdXOoiG8m3LDRo04Pz58+q5+fPn4+vry/nz54mOjiYhIYEdO3bQvn17TCYTAQEBBAcHA84TZYkdURW5uLjQqlUrVq1aRVhYGGlpaU714iaTiZycHHQ6nUp8RkVFYbfb2b17N1AeSzdu3FCrt473m+bNm+Pl5cXp06fJy8vj7NmzWK1WAH744QfKysr45Zdf8PPzY8WKFVy9elXVuT///POEh4dXGGDIapSoCiqLHcedQNqYymazodPp+OuvvygpKVEJWJ1OVyF2tHuRxWJh3rx5fP311+r7X1hYqGLz+++/p7CwkJUrVzrFjtY0JDY21mmxw/EzS+yI6iAoKIiUlBQmTpzIuHHjmDp1KuvXr2fv3r3UqVOHM2fO4ObmBkC3bt0YPHgw6enpvPzyy0RGRnLkyBE++ugjnnzyScrKytDr9XTt2tVpkqzRdu1JbIjq5EHzBHa7Hb1eT0hICLm5uWRkZABw8+ZNAN555x0SEhI4duwYo0eP5vjx44wbN07lFNzd3WndurW6x8hc5/7o7I+gYPXnn3/GZDKpDjClpaXExMQQGhrK3LlzSUxMJC8vj4kTJ6odP0ePHmX48OGMHj2ayMhI1qxZw5YtW4iIiFBlZFD+RdB2NzgqKyujsLAQd3f3h/34QlQJkydPZvPmzaxatUpt1R8/fjzFxcVMmDBBnQVktVoxGAwYjUaOHDnCF198QaNGjUhMTMRoNKLT6Thx4gTFxcWVDr6hfLJsMpn+sf+bEA+jpKQEm82G0Whk5syZrFixgrVr16rddl999RWLFy/m4MGDamBdWFjIkCFD8PHxYfbs2UB5A4Tvv/+esLAwp/cuKipi6NCh7Ny5E3d3d7Kysli4cCH9+vXj3Llz+Pj4VDjHTiu/rGwgL0RVca/YuVNcXBzXrl3jxx9/dHo8NDSU5cuXExYWht1up7S0lPfeew+TycSAAQPYuHEj69atw2AwMGvWLDp06MDp06dp0qRJhdjRdkFUViIjRHWk7QRPTU3l3XffZd68eWRkZPD777+zcuXKCh0xL168SJs2bdTZq5qMjAy8vb1VWbQQj4MHyRM4vnby5MkEBASQm5uLv78/SUlJ6nmr1XrXeNG6pYn790ja3MfExKhdEGVlZRiNRvr27UtKSgq5ubmqfEZr26jT6UhKSmLfvn0MHz6cy5cv07hxY3r27EnXrl2d3vtupS8uLi6SHBKPBW2QfPr0acxmM25ubmryqXXr05JDWVlZJCcnc+DAAQ4ePMiVK1fo3r07I0aMcEqkaruDoPLaWkkOieqkVq1aapL5/PPPM2XKFJW4gfISsUmTJnHy5Em1Euvm5oZer+fWrVtqAOHl5aUOQdRibNmyZYwaNQpPT09iYmLo3r07PXr0oFGjRthsNrVL9c5zhLQdE5IcElXZvWLH0R9//MG2bdsqtKO32Wx4enqq2NHpdOzZs4fVq1cD5WeARUREEB8fzyuvvIKXl5fqRqO9j/Y6x9IYSQ6J6k5L/Li6upKbm8uqVavw8PCgdevWbN68mdDQUHU+ncbf37/CfUWLBa2cTIjHyf3mCfR6PTk5OYwZM4YtW7aQm5uLi4sLERERvPHGG07vrSWHKpvrSHLowT2SBJH2R4fbAwqz2cylS5eoXbu2GqhD+bYu7WIZFxdH586d6dat2z3/iFIfKB5X2uFqOp0Ou92OwWBQNesNGzbk2LFj6mcbNWpESEgIhYWF9O3bl+jo6AorUHeS2BGPk9DQUNzc3EhPTyciIgK9Xk/btm3x9/cnOTmZsWPHqsF2cXExJSUl1KtXj8OHDxMUFKTOutP+7d27N5GRkTz99NNOv0fb3qyRyayo7hxjJzIyUn2ntYH19OnT6devn9PBnwAnT54kMDDQqUOSr68vc+bMoVOnTioR5MgxXiR2xONqzpw52Gw2Dh06RHp6Ol5eXsyYMQMPDw+OHj1KeHj4Xbsog8SGqBnuJ0+gxUSDBg144oknmD59Or169aq0msiRzHUerUeSIALnLPrp06dZvHgxHTp0oEGDBmRlZTl1ealVq5bTSf8gXV5EzXbz5k0uXLhAeHg4cPtCd+nSJafYcXFxoVevXvTq1Uu91vFATyEeZ9o2/nbt2vHnn3/y1ltvYTKZqFu3LoMGDWL58uXUr1+fDz74gG3btpGZmcmrr74KlNejHzp0iM8//xy4PWDx9vbG29sbcF6BkngSj5O7xY72eHJyMiUlJYwaNYqCggK2b9/Ovn37iI+Px83NjcOHDzudj9esWTOn1vPSBUbURK1bt2bhwoU0adKE2bNn06VLF/Vc//79pdJBiP+6nzwBlM+DHHMFkif4Zz2yBNHMmTOx2+0cOXKEgwcPEhAQwNSpUwHumkWXThVClDMYDOzevZuBAwcCt8tfjh07VmnsaCu5EjuiJtEGBS+++CLTpk3j6tWrqlxy6NCh3Lhxg6SkJFasWMGZM2fo378/sbGxQHkiqLCwEIPBcNf3lxUo8bi6W+y4urqSk5PDxIkTyc/PJzY2ln379mEymYiKiqK0tJRGjRpVGjuO56pI7IiaKDo6mujoaKfHtLh4/fXXZXwmxH89SJ5A5jr/nkdySDWUtxlesGABQUFBvPjii0RFRannkpOTMZlMvPDCC4/iVwnx2MnJyWHlypW8/PLLNGnSRG3BlNgRoqLLly/TqlUrxo8fT35+Pi4uLowcORJXV1fS0tK4cOECHTp0oHHjxuo1VquVgwcPEhYWds+yTCEeV3fGjk6nY9CgQfTq1YvWrVvTuXNnevfurTqWgcSOEP+L3W5XSSHZ2SBE5SRPUL08sgRRZZ1ctMekU4UQD0ZiR4jbiouLWbZsGZs2bWLjxo3UqlWLwMBA4uPjGTBggDrMXeO4+iRETVZZ7AQEBBAfH8+bb75ZaexobbeFEEKIhyF5gurlkZWYaQfsOmbRHTuOCSHu7c4LqMSOELcVFRWRmpqKu7s769ato2PHjpX+nKzmCuHs/4mdO8/gkuSQEEKIR0HyBNXLI9tBJIQQQvzT7mwTLIT4/0jsCCGEEOJOkiASQghRrUjnPiEejMSOEEIIIf4XSRAJIYQQQgghhBBC1HCyr1gIIYQQQgghhBCihpMEkRBCCCGEEEIIIUQNJwkiIYQQQgghhBBCiBpOEkRCCCGEEEIIIYQQNZwkiIQQQgghhBBCCCFqOEkQCSGEEEIIIYQQQtRwkiASQgghhBBCCCGEqOEkQSSEEEIIIYQQQghRw0mCSAghhBBCCCGEEKKG+w/QkQS4MtIDKgAAAABJRU5ErkJggg==\n",
"text/plain": [
"<Figure size 1200x1000 with 8 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Pandas v: 1.2.4 [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: 0.2.74b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a12 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x130f8d2b0>"
]
},
"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: 1.2.4 [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: 0.2.74b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a12 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x1300fe790>"
]
},
"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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\n",
"text/plain": [
"<Figure size 1200x1000 with 8 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Pandas v: 1.2.4 [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: 0.2.74b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a12 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x1309e5a90>"
]
},
"execution_count": 20,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"Chart(df, style=\"yahoo\", title=ticker, verbose=False,\n",
" last=recent_bars(df), rpad=10,\n",
" volume=True, midpoint=False, ohlc4=False,\n",
" rsi=False, clr=True, macd=False, zscore=False, squeeze=False, lazybear=False,\n",
" archermas=False, archerobv=True,\n",
" show_nontrading=False, # Intraday use if needed\n",
")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Disclaimer\n",
"* All investments involve risk, and the past performance of a security, industry, sector, market, financial product, trading strategy, or individuals trading does not guarantee future results or returns. Investors are fully responsible for any investment decisions they make. Such decisions should be based solely on an evaluation of their financial circumstances, investment objectives, risk tolerance, and liquidity needs.\n",
"\n",
"* Any opinions, news, research, analyses, prices, or other information offered is provided as general market commentary, and does not constitute investment advice. I will not accept liability for any loss or damage, including without limitation any loss of profit, which may arise directly or indirectly from use of or reliance on such information."
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.9.1"
}
},
"nbformat": 4,
"nbformat_minor": 4
}