{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Technical Analysis with Pandas ([pandas_ta](https://github.com/twopirllc/pandas-ta))\n", "* Below contains examples of simple charts that can be made from pandas_ta indicators\n", "* Examples below are for **educational purposes only**\n", "* **NOTE:** The **watchlist** module is independent of Pandas TA. To easily use it, copy it from your local pandas_ta installation directory into your project directory." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Populating the interactive namespace from numpy and matplotlib\n" ] } ], "source": [ "%matplotlib inline\n", "import datetime as dt\n", "import random as rnd\n", "\n", "import numpy as np\n", "import pandas as pd\n", "import mplfinance as mpf\n", "\n", "from alphaVantageAPI.alphavantage import AlphaVantage\n", "import pandas_ta as ta\n", "\n", "from watchlist import colors # Is this failing? If so, copy it locally. See above.\n", "%pylab inline\n", "\n", "e = pd.DataFrame()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### List of Indicators (post an [issue](https://github.com/twopirllc/pandas-ta/issues) if the indicator doc needs updating)" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Pandas TA - Technical Analysis Indicators - v0.2.40b0\n", "Total Indicators: 129\n", "Abbreviations:\n", " aberration, above, above_value, accbands, ad, adosc, adx, amat, ao, aobv, apo, aroon, atr, bbands, below, below_value, bias, bop, brar, cci, cdl_doji, cdl_inside, cfo, cg, chop, cksp, cmf, cmo, coppock, cross, cross_value, decay, decreasing, dema, donchian, dpo, efi, ema, entropy, eom, er, eri, fisher, fwma, ha, hilo, hl2, hlc3, hma, ichimoku, increasing, inertia, kama, kc, kdj, kst, kurtosis, linreg, log_return, long_run, macd, mad, massi, mcgd, median, mfi, midpoint, midprice, mom, natr, nvi, obv, ohlc4, pdist, percent_return, pgo, ppo, psar, psl, pvi, pvo, pvol, pvr, pvt, pwma, qqe, qstick, quantile, rma, roc, rsi, rsx, rvgi, rvi, short_run, sinwma, skew, slope, sma, smi, squeeze, ssf, stdev, stoch, stochrsi, supertrend, swma, t3, tema, thermo, trend_return, trima, trix, true_range, tsi, ttm_trend, ui, uo, variance, vidya, vortex, vp, vwap, vwma, wcp, willr, wma, zlma, zscore\n" ] } ], "source": [ "e.ta.indicators()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Individual Indicator help" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Help on function ema in module pandas_ta.overlap.ema:\n", "\n", "ema(close, length=None, offset=None, **kwargs)\n", " Exponential Moving Average (EMA)\n", " \n", " The Exponential Moving Average is more responsive moving average compared to the\n", " Simple Moving Average (SMA). The weights are determined by alpha which is\n", " proportional to it's length. There are several different methods of calculating\n", " EMA. One method uses just the standard definition of EMA and another uses the\n", " SMA to generate the initial value for the rest of the calculation.\n", " \n", " Sources:\n", " https://stockcharts.com/school/doku.php?id=chart_school:technical_indicators:moving_averages\n", " https://www.investopedia.com/ask/answers/122314/what-exponential-moving-average-ema-formula-and-how-ema-calculated.asp\n", " \n", " Calculation:\n", " Default Inputs:\n", " length=10, adjust=False, sma=True\n", " if sma:\n", " sma_nth = close[0:length].sum() / length\n", " close[:length - 1] = np.NaN\n", " close.iloc[length - 1] = sma_nth\n", " EMA = close.ewm(span=length, adjust=adjust).mean()\n", " \n", " Args:\n", " close (pd.Series): Series of 'close's\n", " length (int): It's period. Default: 10\n", " offset (int): How many periods to offset the result. Default: 0\n", " \n", " Kwargs:\n", " adjust (bool, optional): Default: False\n", " sma (bool, optional): If True, uses SMA for initial value. Default: True\n", " fillna (value, optional): pd.DataFrame.fillna(value)\n", " fill_method (value, optional): Type of fill method\n", " \n", " Returns:\n", " pd.Series: New feature generated.\n", "\n" ] } ], "source": [ "help(ta.ema)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Load Daily SPY from [AlphaVantage](http://www.alphavantage.com) and clean it" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "def farm(ticker = \"SPY\", timeframe=\"DA\", cols=[\"dividend\", \"split_coefficient\"]):\n", " AV = AlphaVantage(api_key=\"YOUR API KEY\", premium=False, clean=True, output_size=\"full\")\n", " df = AV.data(symbol=ticker, function=timeframe)\n", " df.set_index(pd.DatetimeIndex(df[\"date\"]), inplace=True) if not df.ta.datetime_ordered else None\n", " df.drop(cols, axis=1, inplace=True, errors=\"ignore\")\n", " df.name = ticker\n", " return df\n", "\n", "def ctitle(indicator_name, ticker=\"SPY\", length=100):\n", " return f\"{ticker}: {indicator_name} from {recent_startdate} to {recent_startdate} ({length})\"\n", "\n", "def ta_ylim(series: pd.Series, percent: float = 0.1):\n", " smin, smax = series.min(), series.max()\n", " if isinstance(percent, float) and 0 <= float(percent) <= 1:\n", " y_min = (1 + percent) * smin if smin < 0 else (1 - percent) * smin\n", " y_max = (1 - percent) * smax if smax < 0 else (1 + percent) * smax\n", " return (y_min, y_max)\n", " return (smin, smax)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Initialization" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "price_size = (16, 8)\n", "ind_size = (16, 3.25)\n", "ticker = \"SPY\"\n", "# # All Data: 0, Last Four Years: 0.25, Last Two Years: 0.5, This Year: 1, Last Half Year: 2, Last Quarter: 3\n", "# yearly_divisor = 1\n", "# recent = int(ta.RATE[\"TRADING_DAYS_PER_YEAR\"] / yearly_divisor) if yearly_divisor > 0 else df.shape[0]\n", "# print(recent)\n", "def recent_bars(df, tf: str = \"1y\"):\n", " # All Data: 0, Last Four Years: 0.25, Last Two Years: 0.5, This Year: 1, Last Half Year: 2, Last Quarter: 4\n", " yearly_divisor = {\"all\": 0, \"10y\": 0.1, \"5y\": 0.2, \"4y\": 0.25, \"3y\": 1./3, \"2y\": 0.5, \"1y\": 1, \"6mo\": 2, \"3mo\": 4}\n", " yd = yearly_divisor[tf] if tf in yearly_divisor.keys() else 0\n", " return int(ta.RATE[\"TRADING_DAYS_PER_YEAR\"] / yd) if yd > 0 else df.shape[0]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Get Ticker and take a peek" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "SPY(5341, 6) from 1999-11-01 00:00:00 to 2021-01-22 00:00:00\n", " open high low close adj_close \\\n", "count 5341.000000 5341.000000 5341.000000 5341.000000 5341.000000 \n", "mean 165.815052 166.796874 164.735149 165.814796 141.149615 \n", "std 67.761272 67.994901 67.496157 67.769476 75.323840 \n", "min 67.949997 70.000000 67.099998 68.110001 53.467932 \n", "25% 116.949997 117.639999 115.949997 116.750000 87.038830 \n", "50% 139.259995 140.200000 138.031204 139.279999 106.429603 \n", "75% 207.170000 208.179993 205.930000 207.260000 186.511826 \n", "max 384.490000 384.950000 383.250000 384.240000 384.240000 \n", "\n", " volume \n", "count 5.341000e+03 \n", "mean 1.105760e+08 \n", "std 9.733692e+07 \n", "min 1.708170e+05 \n", "25% 4.796660e+07 \n", "50% 8.154266e+07 \n", "75% 1.475073e+08 \n", "max 8.710263e+08 \n" ] }, { "data": { "text/html": [ "
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openhighlowcloseadj_closevolume
date
1999-11-01136.500000137.000000135.562500135.56250091.2092784006500.0
1999-11-02135.968704137.250000134.593704134.59370490.5574526516900.0
1999-11-03136.000000136.375000135.125000135.50000091.1672267222300.0
1999-11-04136.750000137.359299135.765594136.53120491.8610427907500.0
1999-11-05138.625000139.109299136.781204137.87500092.7651767431500.0
\n", "
" ], "text/plain": [ " open high low close adj_close \\\n", "date \n", "1999-11-01 136.500000 137.000000 135.562500 135.562500 91.209278 \n", "1999-11-02 135.968704 137.250000 134.593704 134.593704 90.557452 \n", "1999-11-03 136.000000 136.375000 135.125000 135.500000 91.167226 \n", "1999-11-04 136.750000 137.359299 135.765594 136.531204 91.861042 \n", "1999-11-05 138.625000 139.109299 136.781204 137.875000 92.765176 \n", "\n", " volume \n", "date \n", "1999-11-01 4006500.0 \n", "1999-11-02 6516900.0 \n", "1999-11-03 7222300.0 \n", "1999-11-04 7907500.0 \n", "1999-11-05 7431500.0 " ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# All the Data\n", "df = farm(ticker)\n", "print(f\"{df.name}{df.shape} from {df.index[0]} to {df.index[-1]}\\n{df.describe()}\")\n", "df.head()" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "SPY(252, 6) from 2020-01-24 00:00:00 to 2021-01-22 00:00:00\n", " open high low close adj_close \\\n", "count 5341.000000 5341.000000 5341.000000 5341.000000 5341.000000 \n", "mean 165.815052 166.796874 164.735149 165.814796 141.149615 \n", "std 67.761272 67.994901 67.496157 67.769476 75.323840 \n", "min 67.949997 70.000000 67.099998 68.110001 53.467932 \n", "25% 116.949997 117.639999 115.949997 116.750000 87.038830 \n", "50% 139.259995 140.200000 138.031204 139.279999 106.429603 \n", "75% 207.170000 208.179993 205.930000 207.260000 186.511826 \n", "max 384.490000 384.950000 383.250000 384.240000 384.240000 \n", "\n", " volume \n", "count 5.341000e+03 \n", "mean 1.105760e+08 \n", "std 9.733692e+07 \n", "min 1.708170e+05 \n", "25% 4.796660e+07 \n", "50% 8.154266e+07 \n", "75% 1.475073e+08 \n", "max 8.710263e+08 \n" ] }, { "data": { "text/html": [ "
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openhighlowcloseadj_closevolume
date
2020-01-24332.44332.53327.36328.77322.62948787465785.0
2020-01-27323.03325.12322.66323.50317.45791683797934.0
2020-01-28325.06327.85323.60326.89320.78460063519891.0
2020-01-29328.38328.63326.40326.62320.51964353714641.0
2020-01-30324.36327.91323.54327.68321.55984575184385.0
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" ], "text/plain": [ " open high low close adj_close volume\n", "date \n", "2020-01-24 332.44 332.53 327.36 328.77 322.629487 87465785.0\n", "2020-01-27 323.03 325.12 322.66 323.50 317.457916 83797934.0\n", "2020-01-28 325.06 327.85 323.60 326.89 320.784600 63519891.0\n", "2020-01-29 328.38 328.63 326.40 326.62 320.519643 53714641.0\n", "2020-01-30 324.36 327.91 323.54 327.68 321.559845 75184385.0" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Recent Data\n", "recent_startdate = df.tail(recent_bars(df)).index[0]\n", "recent_enddate = df.tail(recent_bars(df)).index[-1]\n", "print(f\"{df.name}{df.tail(recent_bars(df)).shape} from {recent_startdate} to {recent_enddate}\\n{df.describe()}\")\n", "df.tail(recent_bars(df)).head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Aliases" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "opendf = df[\"open\"]\n", "closedf = df[\"close\"]\n", "volumedf = df[\"volume\"]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## DataFrame **constants**: When you need some simple lines for charting" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Columns: open, high, low, close, adj_close, volume, -5, -4, -3, -2, -1, 0, 1, 2, 3, 4, 5, -100, -90, -80, -70, -50, -30, -20, -10, 10, 20, 30, 50, 70, 80, 90, 100\n" ] } ], "source": [ "# help(df.ta.constants) # for more info\n", "chart_lines = np.append(np.arange(-5, 6, 1), np.arange(-100, 110, 10))\n", "df.ta.constants(True, chart_lines) # Adding the constants for the charts\n", "df.ta.constants(False, np.array([-60, -40, 40, 60])) # Removing some constants from the DataFrame\n", "print(f\"Columns: {', '.join(list(df.columns))}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Example Charting Class utilizing **mplfinance** panels" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "class Chart(object):\n", " def __init__(self, df: pd.DataFrame = None, strategy: ta.Strategy = ta.CommonStrategy, *args, **kwargs):\n", " self.verbose = kwargs.pop(\"verbose\", False)\n", "\n", " if isinstance(df, pd.DataFrame) and df.ta.datetime_ordered:\n", " self.df = df\n", " if self.df.name is not None and self.df.name != \"\":\n", " df_name = str(self.df.name)\n", " else:\n", " df_name = \"DataFrame\"\n", " if self.verbose: print(f\"[i] Loaded {df_name}{self.df.shape}\")\n", " else:\n", " print(f\"[X] Oops! Missing 'ohlcv' data or index is not datetime ordered.\\n\")\n", " return None\n", "\n", " self._validate_ta_strategy(strategy)\n", " self._validate_mpf_kwargs(**kwargs)\n", " self._validate_chart_kwargs(**kwargs)\n", "\n", " # Build TA and Plot\n", " self.df.ta.strategy(self.strategy, verbose=self.verbose)\n", " self._plot(**kwargs)\n", "\n", " def _validate_ta_strategy(self, strategy):\n", " if strategy is not None or isinstance(strategy, ta.Strategy):\n", " self.strategy = strategy\n", " elif len(self.strategy_ta) > 0:\n", " print(f\"[+] Strategy: {self.strategy_name}\")\n", " else:\n", " self.strategy = ta.CommonStrategy \n", "\n", " def _validate_chart_kwargs(self, **kwargs):\n", " \"\"\"Chart Settings\"\"\"\n", " self.config = {}\n", " self.config[\"last\"] = kwargs.pop(\"last\", recent_bars(self.df))\n", " self.config[\"rpad\"] = kwargs.pop(\"rpad\", 10)\n", " self.config[\"title\"] = kwargs.pop(\"title\", \"Asset\")\n", " self.config[\"volume\"] = kwargs.pop(\"volume\", True)\n", "\n", " def _validate_mpf_kwargs(self, **kwargs):\n", " # mpf global chart settings\n", " default_chart = mpf.available_styles()[-1]\n", " default_mpf_width = {\n", " 'candle_linewidth': 0.6,\n", " 'candle_width': 0.525,\n", " 'volume_width': 0.525\n", " }\n", " mpfchart = {}\n", "\n", " mpf_style = kwargs.pop(\"style\", \"\")\n", " if mpf_style == \"\" or mpf_style.lower() == \"random\":\n", " mpf_styles = mpf.available_styles()\n", " mpfchart[\"style\"] = mpf_styles[rnd.randrange(len(mpf_styles))]\n", " elif mpf_style.lower() in mpf.available_styles():\n", " mpfchart[\"style\"] = mpf_style\n", "\n", " mpfchart[\"figsize\"] = kwargs.pop(\"figsize\", (12, 10))\n", " mpfchart[\"non_trading\"] = kwargs.pop(\"nontrading\", False)\n", " mpfchart[\"rc\"] = kwargs.pop(\"rc\", {'figure.facecolor': '#EDEDED'})\n", " mpfchart[\"plot_ratios\"] = kwargs.pop(\"plot_ratios\", (12, 1.7))\n", " mpfchart[\"scale_padding\"] = kwargs.pop(\"scale_padding\", {'left': 1, 'top': 4, 'right': 1, 'bottom': 1})\n", " mpfchart[\"tight_layout\"] = kwargs.pop(\"tight_layout\", True)\n", " mpfchart[\"type\"] = kwargs.pop(\"type\", \"candle\")\n", " mpfchart[\"width_config\"] = kwargs.pop(\"width_config\", default_mpf_width)\n", " mpfchart[\"xrotation\"] = kwargs.pop(\"xrotation\", 15)\n", " \n", " self.mpfchart = mpfchart\n", "\n", " def _attribution(self):\n", " print(f\"\\nPandas v: {pd.__version__} [pip install pandas] https://github.com/pandas-dev/pandas\")\n", " print(f\"Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\")\n", " print(f\"Technical Analysis with Pandas TA v: {ta.version} [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\")\n", " print(f\"Charts by Matplotlib Finance v: {mpf.__version__} [pip install mplfinance] https://github.com/matplotlib/mplfinance\\n\")\n", "\n", " def _right_pad_df(self, rpad: int, delta_unit: str = \"D\", range_freq: str = \"B\"):\n", " if rpad > 0:\n", " dfpad = self.df[-rpad:].copy()\n", " dfpad.iloc[:,:] = np.NaN\n", "\n", " df_frequency = self.df.index.value_counts().mode()[0] # Most common frequency\n", " freq_delta = pd.Timedelta(df_frequency, unit=delta_unit)\n", " new_dr = pd.date_range(start=self.df.index[-1] + freq_delta, periods=rpad, freq=range_freq)\n", " dfpad.index = new_dr # Update the padded index with new dates\n", " self.df = self.df.append(dfpad)\n", " \n", " \n", " def _plot(self, **kwargs):\n", " if not isinstance(self.mpfchart[\"plot_ratios\"], tuple):\n", " print(f\"[X] plot_ratios must be a tuple\")\n", " return\n", "\n", " # Override Chart Title Option\n", " chart_title = self.config[\"title\"]\n", " if \"title\" in kwargs and isinstance(kwargs[\"title\"], str):\n", " chart_title = kwargs.pop(\"title\")\n", "\n", " # Override Right Bar Padding Option\n", " rpad = self.config[\"rpad\"]\n", " if \"rpad\" in kwargs and kwargs[\"rpad\"] > 0:\n", " rpad = int(kwargs[\"rpad\"])\n", "\n", " def cpanel():\n", " return len(self.mpfchart['plot_ratios'])\n", "\n", " # Last Second Default TA Indicators\n", " linreg = kwargs.pop(\"linreg\", False)\n", " linreg_name = self.df.ta.linreg(append=True).name if linreg else \"\"\n", "\n", " midpoint = kwargs.pop(\"midpoint\", False)\n", " midpoint_name = self.df.ta.midpoint(append=True).name if midpoint else \"\"\n", "\n", " ohlc4 = kwargs.pop(\"ohlc4\", False)\n", " ohlc4_name = self.df.ta.ohlc4(append=True).name if ohlc4 else \"\"\n", "\n", " clr = kwargs.pop(\"clr\", False)\n", " clr_name = self.df.ta.log_return(cumulative=True, append=True).name if clr else \"\"\n", "\n", " rsi = kwargs.pop(\"rsi\", False)\n", " rsi_length = kwargs.pop(\"rsi_length\", None)\n", " if isinstance(rsi_length, int) and rsi_length > 1:\n", " rsi_name = self.df.ta.rsi(length=rsi_length, append=True).name\n", " elif rsi:\n", " rsi_name = self.df.ta.rsi(append=True).name\n", " else: rsi_name = \"\"\n", " \n", " zscore = kwargs.pop(\"zscore\", False)\n", " zscore_length = kwargs.pop(\"zscore_length\", None)\n", " if isinstance(zscore_length, int) and zscore_length > 1:\n", " zs_name = self.df.ta.zscore(length=zscore_length, append=True).name\n", " elif zscore:\n", " zs_name = self.df.ta.zscore(append=True).name\n", " else: zs_name = \"\"\n", "\n", " macd = kwargs.pop(\"macd\", False)\n", " macd_name = \"\"\n", " if macd:\n", " macds = self.df.ta.macd(append=True)\n", " macd_name = macds.name\n", "\n", " squeeze = kwargs.pop(\"squeeze\", False)\n", " lazybear = kwargs.pop(\"lazybear\", False)\n", " squeeze_name = \"\"\n", " if squeeze:\n", " squeezes = self.df.ta.squeeze(lazybear=lazybear, detailed=True, append=True)\n", " squeeze_name = squeezes.name\n", "\n", " ama = kwargs.pop(\"archermas\", False)\n", " ama_name = \"\"\n", " if ama:\n", " amas = self.df.ta.amat(append=True)\n", " ama_name = amas.name\n", "\n", " aobv = kwargs.pop(\"archerobv\", False)\n", " aobv_name = \"\"\n", " if aobv:\n", " aobvs = self.df.ta.aobv(append=True)\n", " aobv_name = aobvs.name\n", "\n", " treturn = kwargs.pop(\"trendreturn\", False)\n", " if treturn:\n", " # Long Trend requires Series Comparison (<=. <, = >, >=)\n", " # or Trade Logic that yields trends in binary.\n", " default_long = self.df[\"SMA_10\"] > self.df[\"SMA_20\"]\n", " long_trend = kwargs.pop(\"long_trend\", default_long)\n", " short_trend = ~long_trend # Opposite/Inverse\n", " self.df[\"TRl\"] = ta.trend_return(self.df[\"close\"], long_trend, cumulative=True)\n", " self.df[\"TRs\"] = ta.trend_return(self.df[\"close\"], short_trend, cumulative=True)\n", " self.df[\"TR\"] = self.df[\"TRl\"] + self.df[\"TRs\"]\n", "\n", " # Pad and trim Chart\n", " self._right_pad_df(rpad)\n", " mpfdf = self.df.tail(self.config[\"last\"])\n", " mpfdf_columns = list(self.df.columns)\n", "\n", " # BEGIN: Custom TA Plots and Panels\n", " # Modify the area below \n", " taplots = [] # Holds all the additional plots\n", "\n", " # Panel 0: Price Overlay\n", " if linreg_name in mpfdf_columns:\n", " taplots += [mpf.make_addplot(mpfdf[linreg_name], type=kwargs.pop(\"linreg_type\", \"line\"), color=kwargs.pop(\"linreg_color\", \"black\"), linestyle=\"-.\", width=1.2, panel=0)]\n", "\n", " if midpoint_name in mpfdf_columns:\n", " taplots += [mpf.make_addplot(mpfdf[midpoint_name], type=kwargs.pop(\"midpoint_type\", \"scatter\"), color=kwargs.pop(\"midpoint_color\", \"fuchsia\"), width=0.4, panel=0)]\n", "\n", " if ohlc4_name in mpfdf_columns:\n", " taplots += [mpf.make_addplot(mpfdf[ohlc4_name], ylabel=ohlc4_name, type=kwargs.pop(\"ohlc4_type\", \"scatter\"), color=kwargs.pop(\"ohlc4_color\", \"blue\"), alpha=0.85, width=0.4, panel=0)]\n", "\n", " if self.strategy.name == ta.CommonStrategy.name:\n", " total_sma = 0 # Check if all the overlap indicators exists before adding plots\n", " for c in [\"SMA_10\", \"SMA_20\", \"SMA_50\", \"SMA_200\"]:\n", " if c in mpfdf_columns: total_sma += 1\n", " else: print(f\"[X] Indicator: {c} missing!\")\n", " if total_sma == 4:\n", " ta_smas = [\n", " mpf.make_addplot(mpfdf[\"SMA_10\"], color=\"green\", width=1.5, panel=0),\n", " mpf.make_addplot(mpfdf[\"SMA_20\"], color=\"orange\", width=2, panel=0),\n", " mpf.make_addplot(mpfdf[\"SMA_50\"], color=\"red\", width=2, panel=0),\n", " mpf.make_addplot(mpfdf[\"SMA_200\"], color=\"maroon\", width=3, panel=0),\n", " ]\n", " taplots += ta_smas\n", "\n", " if len(ama_name):\n", " amat_sr_ = mpfdf[amas.columns[-1]][mpfdf[amas.columns[-1]] > 0]\n", " amat_sr = amat_sr_.index.to_list()\n", " else:\n", " amat_sr = None\n", "\n", " # Panel 1: If volume=True, the add the VOL MA. Since we know there is only one, we immediately pop it.\n", " if self.config[\"volume\"]:\n", " volma = [x for x in list(self.df.columns) if x.startswith(\"VOL_\")].pop()\n", " max_vol = mpfdf[\"volume\"].max()\n", " ta_volume = [mpf.make_addplot(mpfdf[volma], color=\"red\", width=2, panel=1, ylim=(-.2 * max_vol, 1.5 * max_vol))]\n", " taplots += ta_volume\n", "\n", " # Panels 2 - 9\n", " common_plot_ratio = (3,)\n", "\n", " if len(aobv_name):\n", " _p = kwargs.pop(\"aobv_percenty\", 0.2)\n", " aobv_ylim = ta_ylim(mpfdf[aobvs.columns[0]], _p)\n", " taplots += [\n", " mpf.make_addplot(mpfdf[aobvs.columns[0]], ylabel=aobv_name, color=\"black\", width=1.5, panel=cpanel(), ylim=aobv_ylim),\n", " mpf.make_addplot(mpfdf[aobvs.columns[2]], color=\"silver\", width=1, panel=cpanel(), ylim=aobv_ylim),\n", " mpf.make_addplot(mpfdf[aobvs.columns[3]], color=\"green\", width=1, panel=cpanel(), ylim=aobv_ylim),\n", " mpf.make_addplot(mpfdf[aobvs.columns[4]], color=\"red\", width=1.2, panel=cpanel(), ylim=aobv_ylim),\n", " ]\n", " self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n", "\n", " if clr_name in mpfdf_columns:\n", " _p = kwargs.pop(\"clr_percenty\", 0.1)\n", " clr_ylim = ta_ylim(mpfdf[clr_name], _p)\n", "\n", " taplots += [mpf.make_addplot(mpfdf[clr_name], ylabel=clr_name, color=\"black\", width=1.5, panel=cpanel(), ylim=clr_ylim)]\n", " if (1 - _p) * mpfdf[clr_name].min() < 0 and (1 + _p) * mpfdf[clr_name].max() > 0:\n", " taplots += [mpf.make_addplot(mpfdf[\"0\"], color=\"gray\", width=1.2, panel=cpanel(), ylim=clr_ylim)]\n", " self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n", "\n", " if rsi_name in mpfdf_columns:\n", " rsi_ylim = (0, 100)\n", " taplots += [\n", " mpf.make_addplot(mpfdf[rsi_name], ylabel=rsi_name, color=kwargs.pop(\"rsi_color\", \"black\"), width=1.5, panel=cpanel(), ylim=rsi_ylim),\n", " mpf.make_addplot(mpfdf[\"20\"], color=\"green\", width=1, panel=cpanel(), ylim=rsi_ylim),\n", " mpf.make_addplot(mpfdf[\"50\"], color=\"gray\", width=0.8, panel=cpanel(), ylim=rsi_ylim),\n", " mpf.make_addplot(mpfdf[\"80\"], color=\"red\", width=1, panel=cpanel(), ylim=rsi_ylim),\n", " ]\n", " self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n", " \n", " if macd_name in mpfdf_columns:\n", " _p = kwargs.pop(\"macd_percenty\", 0.15)\n", " macd_ylim = ta_ylim(mpfdf[macd_name], _p)\n", " taplots += [\n", " mpf.make_addplot(mpfdf[macd_name], ylabel=macd_name, color=\"black\", width=1.5, panel=cpanel()),#, ylim=macd_ylim),\n", " mpf.make_addplot(mpfdf[macds.columns[-1]], color=\"blue\", width=1.1, panel=cpanel()),#, ylim=macd_ylim),\n", " mpf.make_addplot(mpfdf[macds.columns[1]], type=\"bar\", alpha=0.8, color=\"dimgray\", width=0.8, panel=cpanel()),#, ylim=macd_ylim),\n", " mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1.2, panel=cpanel()),#, ylim=macd_ylim),\n", " ]\n", " self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel \n", "\n", " if zs_name in mpfdf_columns:\n", " _p = kwargs.pop(\"zascore_percenty\", 0.2)\n", " zs_ylim = ta_ylim(mpfdf[zs_name], _p)\n", " taplots += [\n", " mpf.make_addplot(mpfdf[zs_name], ylabel=zs_name, color=\"black\", width=1.5, panel=cpanel(), ylim=zs_ylim),\n", " mpf.make_addplot(mpfdf[\"-3\"], color=\"red\", width=1.2, panel=cpanel(), ylim=zs_ylim),\n", " mpf.make_addplot(mpfdf[\"-2\"], color=\"orange\", width=1, panel=cpanel(), ylim=zs_ylim),\n", " mpf.make_addplot(mpfdf[\"-1\"], color=\"silver\", width=1, panel=cpanel(), ylim=zs_ylim),\n", " mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1.2, panel=cpanel(), ylim=zs_ylim),\n", " mpf.make_addplot(mpfdf[\"1\"], color=\"silver\", width=1, panel=cpanel(), ylim=zs_ylim),\n", " mpf.make_addplot(mpfdf[\"2\"], color=\"orange\", width=1, panel=cpanel(), ylim=zs_ylim),\n", " mpf.make_addplot(mpfdf[\"3\"], color=\"red\", width=1.2, panel=cpanel(), ylim=zs_ylim)\n", " ]\n", " self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n", "\n", " if squeeze_name in mpfdf_columns:\n", " _p = kwargs.pop(\"squeeze_percenty\", 0.6)\n", " sqz_ylim = ta_ylim(mpfdf[squeeze_name], _p)\n", " taplots += [\n", " mpf.make_addplot(mpfdf[squeezes.columns[-4]], type=\"bar\", color=\"lime\", alpha=0.65, width=0.8, panel=cpanel(), ylim=sqz_ylim),\n", " mpf.make_addplot(mpfdf[squeezes.columns[-3]], type=\"bar\", color=\"green\", alpha=0.65, width=0.8, panel=cpanel(), ylim=sqz_ylim),\n", " mpf.make_addplot(mpfdf[squeezes.columns[-2]], type=\"bar\", color=\"maroon\", alpha=0.65, width=0.8, panel=cpanel(), ylim=sqz_ylim),\n", " mpf.make_addplot(mpfdf[squeezes.columns[-1]], type=\"bar\", color=\"red\", alpha=0.65, width=0.8, panel=cpanel(), ylim=sqz_ylim),\n", " mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1.2, panel=cpanel(), ylim=sqz_ylim),\n", " mpf.make_addplot(mpfdf[squeezes.columns[4]], ylabel=squeeze_name, color=\"green\", width=2, panel=cpanel(), ylim=sqz_ylim),\n", " mpf.make_addplot(mpfdf[squeezes.columns[5]], color=\"red\", width=1.8, panel=cpanel(), ylim=sqz_ylim),\n", " ]\n", " self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n", "\n", " if treturn:\n", " _p = kwargs.pop(\"treturn_percenty\", 0.33)\n", " treturn_ylim = ta_ylim(mpfdf[\"TR\"], _p)\n", " taplots += [\n", " mpf.make_addplot(mpfdf[\"TRl\"], ylabel=\"Trend Return\", type=\"bar\", color=\"green\", alpha=0.45, width=0.8, panel=cpanel(), ylim=treturn_ylim),\n", " mpf.make_addplot(mpfdf[\"TRs\"], type=\"bar\", color=\"red\", alpha=0.45, width=0.8, panel=cpanel(), ylim=treturn_ylim),\n", " mpf.make_addplot(mpfdf[\"TR\"], color=\"black\", width=1.5, panel=cpanel(), ylim=treturn_ylim),\n", " mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1.2, panel=cpanel(), ylim=treturn_ylim),\n", " ]\n", " self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n", "\n", " _p = kwargs.pop(\"cstreturn_percenty\", 0.33)\n", " trcs = mpfdf[\"TR\"].cumsum()\n", " treturncs_ylim = ta_ylim(trcs, _p)\n", " taplots += [\n", " mpf.make_addplot(trcs, ylabel=\"Trend B&H\", color=\"black\", width=1.5, panel=cpanel(), ylim=treturncs_ylim),\n", " mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1.2, panel=cpanel(), ylim=treturncs_ylim),\n", " ]\n", " self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n", "\n", " # END: Custom TA Plots and Panels\n", "\n", " if self.verbose:\n", " additional_ta = []\n", " chart_title = f\"{chart_title} [{self.strategy.name}] (last {self.config['last']} bars)\"\n", " chart_title += f\"\\nSince {mpfdf.index[0]} till {mpfdf.index[-1]}\"\n", " if len(linreg_name) > 0: additional_ta.append(linreg_name)\n", " if len(midpoint_name) > 0: additional_ta.append(midpoint_name)\n", " if len(ohlc4_name) > 0: additional_ta.append(ohlc4_name)\n", " if len(additional_ta) > 0:\n", " chart_title += f\"\\nIncluding: {', '.join(additional_ta)}\"\n", "\n", " if amat_sr:\n", " vlines_ = dict(vlines=amat_sr, alpha=0.1, colors=\"red\")\n", " else:\n", " # Hidden because vlines needs valid arguments even if None \n", " vlines_ = dict(vlines=mpfdf.index[0], alpha=0, colors=\"white\")\n", "\n", " # Create Final Plot\n", " mpf.plot(mpfdf,\n", " title=chart_title,\n", " type=self.mpfchart[\"type\"],\n", " style=self.mpfchart[\"style\"],\n", " datetime_format=\"%-m/%-d/%Y\",\n", " volume=self.config[\"volume\"],\n", " figsize=self.mpfchart[\"figsize\"],\n", " tight_layout=self.mpfchart[\"tight_layout\"],\n", " scale_padding=self.mpfchart[\"scale_padding\"],\n", " panel_ratios=self.mpfchart[\"plot_ratios\"], # This key needs to be update above if adding more panels\n", " xrotation=self.mpfchart[\"xrotation\"],\n", " update_width_config=self.mpfchart[\"width_config\"],\n", " show_nontrading=self.mpfchart[\"non_trading\"],\n", " vlines=vlines_,\n", " addplot=taplots\n", " )\n", " \n", " self._attribution()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Charting Example\n", "#### Play with the parameters to see different charts and results\n", "* This is an example chart so it's not perfect. Enough to get started with common and uncommon plots.\n", "* There is a maximum of 10 Panels. In this example, panels 0 and 1 are reserved for Price and Volume respectively.\n", " * " ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[i] Loaded SPY(5341, 33)\n", "[+] Strategy: Common Price and Volume SMAs\n", "[i] Indicator arguments: {'append': True}\n", "[i] Multiprocessing: 8 of 8 cores.\n", "[i] Total indicators: 5\n", "[i] Columns added: 5\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "Pandas v: 1.2.0 [pip install pandas] https://github.com/pandas-dev/pandas\n", "Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\n", "Technical Analysis with Pandas TA v: 0.2.40b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n", "Charts by Matplotlib Finance v: 0.12.7a4 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n", "\n" ] }, { "data": { "text/plain": [ "<__main__.Chart at 0x10f4f24c0>" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Used for example Trend Return Long Trend Below\n", "macd_ = ta.macd(closedf)\n", "macdh = macd_[macd_.columns[1]]\n", "\n", "Chart(df,\n", " # style: which mplfinance chart style to use. Added \"random\" as an option.\n", " # rpad: how many bars to leave empty on the right of the chart\n", " style=\"yahoo\", title=ticker, last=recent_bars(df), rpad=10,\n", " \n", " # Overlap Indicators\n", " linreg=True, midpoint=False, ohlc4=False, archermas=True,\n", " \n", " # Example Indicators with default parameters\n", " volume=True, rsi=True, clr=True, macd=True, zscore=False, squeeze=False, lazybear=False,\n", "\n", " # Archer OBV and OBV MAs (https://www.tradingview.com/script/Co1ksara-Trade-Archer-On-balance-Volume-Moving-Averages-v1/)\n", " archerobv=False,\n", "\n", " # Create trends and see their returns\n", " trendreturn=False,\n", " # Example Trends or create your own. Trend must yield Booleans\n", " long_trend=ta.sma(closedf,10) > ta.sma(closedf,20), # trend: sma(close,10) > sma(close,20) [Default Example]\n", "# long_trend=closedf > ta.ema(closedf,5), # trend: close > ema(close,5)\n", "# long_trend=ta.sma(closedf,10) > ta.ema(closedf,50), # trend: sma(close,10) > ema(close,50)\n", "# long_trend=macdh > 0, # trend: macd hist > 0\n", "# long_trend=ta.increasing(ta.sma(ta.rsi(closedf), 10), 5, asint=False), # trend: rising sma(rsi, 10) for the previous 5 periods\n", " show_nontrading=False, # Intraday use if needed\n", " verbose=True, # More detail\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Indicator Examples\n", "* Examples of simple and complex indicators. Most indicators return a Series, while a few return DataFrames.\n", "* All indicators can be called one of three ways. Either way, they return the result.\n", "\n", "### Three ways to use pandas_ta\n", "1. Stand Alone like TA-Lib ta.**indicator**(*kwargs*).\n", "2. As a DataFrame Extension like df.ta.**indicator**(*kwargs*). Where df is a DataFrame with columns named \"open\", \"high\", \"low\", \"close, \"volume\" for simplicity.\n", "3. Similar to #2, but by calling: df.ta(kind=\"**indicator**\", *kwargs*)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Cumulative Log Return" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "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": [ "" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "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": [ "" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "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": [ "" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "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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Xr027qHZMHjK50PopSjepwSSEEEIIIYQQQpQyOdWKyjgiKa+UUqw8spJbZt1C22/bMm37NOzKTgf/Dsy4ZQb7H9tPa6t13hq1UgvUJ3FtkxFMQgghhBBCCCFEKZNTraj81pFKcaQwa88sPt/4OTvP7QRAUzAisiq9IpvyZFhVrAfGAXkIsRwJ6Ae/QD80DceAjeDhl6++iWubBExCCCGEEEIIIUQZkzEcupB4ge+2fceUzVM4m3AWgHJu5bivzX08NWUbjezlnQdasa5zcgyxrFT0Iz+g73kHLdnZpr7vA6y2HxbafYhrhwRMQgghhBBCCCFEKZabIt4ZXQ6H9kfu58uNX/LTzp9IciQBUNOnJo93fpyH2j1EJa9KGJ8OyVuBHaXQTs3F2PkGWnz4lc2aAZYjDw2J0kQCJiGEEEIIIYQQ4hoSHBycpyluuSninZZSipBjIXy+8XOWhC9xbW/v356nujzFqOajcDfcr5zg6wsxMaz08aGvYWTbtnZuFfrOV9GjNqXbbtW6FbP121C+aZ76KkoPCZiEEEIIIYQQQohrhDF2HLppYkz9BnPWzEJt227anfWVNnzOjnM7ANDQGNZ4GE93eZoeAT3QNO2q8y73Y2VgIL2CsgizLoZh7HwD/ezSdJutKj2w2ryL8ruhUO9FXHskYBJCCCGEEEIIIa4VMTH01Q2wzEJrMiopim+3fsuULVM4E38GAC+bF/e2uZf/dP4PTfya5L1RZaJFbkA7vQj9zGK02L3pd/u2wmz9P5T/YMgktBLXHwmYhBBCCCGEEEKIEpTXKXF5EXI0hDvm3cGFpAsA1PCpwWOdHmNC+wlU9qqcp7Y89GS0E7PRzyxBO7MUzR551TGqXABmy0BU3TtAy346nbi+SMAkhBBCCCGEEEIUoZwCpJCQkEIPmJRSfLbxM15Z+QqWsmjm14wXb3qRMS3GpK+vlJP4cPTTS9DOLOb15qsw/rWuvhYayu8GVJ2xWA0eBMOzEO9ElBYSMAkhhBBCCCGEEEUkp5pKbUMD8fGPYn5oYJ6LdWcl3h7Pw4sfZs7eOQDc1fouvhr8FV5uXjmfbDnQItehnV6CfmYRWtyBK/vSzHRTtvIo/wFYNYaiagwBj6qF0ndReknAJIQQQgghhBBCFJUcaipF2uO52MQT0x6f6yazC6UORh1kzB9j2H1+NzbdxicDPuGRDo9kWrzbJTUW7cwS9NOL0c7+jZZ6MdPDlHd9rBrDUDWHoar2AD0PI6HEdU8CJiGEEEIIIYQQohgVtOZSVqHU4oOLuW/hfcSkxODv7c/M22ZyU52bsm4o8QT6wcnoh6ehOeKu2q3QUVVuQtUYilVzKJRvLgW7RZYkYBJCCCGEEEIIIQpRcddcspTFf1f/l/+u+S8AXWt35bdbf6Nm+ZqZn3BxO8b+T9FOzEZTjnS7lJsvyn+gc6SS/yDw8Cu0forrmwRMQgghhBBCCCHKhLahgUTa4/Fz9ym0ekeZyS5AMsaOo69pYowdl2lNpsxkF1hdTL7IfQvvY0n4EgAmdpzIR/0/urqQt1JoEcvQ93+Kfm5F+l26B6runVgB41BVuoHulqt+CZGWBExCCCGEEEIIIcqMugftxLcsuvaLomh3VoGVIzGSm/7vJsKjw/G0eTJ58GTuaXNP+oMsO9rxmRgHPkOL2ZVul3L3w2r0KFbDieBZrVD6KsouCZiEEEIIIYQQQpQJYT2DCFwRSNDEohu9lBNz1kys4GDMS4GRn7sPPrujiG9ZOU/tJEUe4OLhZURZDur61uX323+nvX/7KwfYL6IfnoZ+cDJa8ul05yrvhlhNnsKqdw/YyhX4noQA0Eu6A0IIIYQQQgghRFEJDg4u0P68CusZRP+zla+MXvL1ZWU5L/D1dR2TdjRSWM8g/tvstixHO7UNDWS5fxS1lz9H29BATsedJu74ai6G/wWWg371+rH+/vVXwqXE4+hhL2Jb3BBj56vpwiWrchccXWfiGLILq9GjEi6JQiUjmIQQQgghhBBClIi0tYWMseMgJgZ8fXNdmyg3Mk4v6927t+tzY+w4dNPEmPpNoV4z7TUyjljKKMWRQqsurbJs63xiJGernCbl2AkiY45Tb817rn3lanRg0bhFGLoB0dswDlwu3G26jlFoqJrDsZo+i/LrKqvAiSIjAZMQQgghhBBCiBKRLvyJiQHdcP5ZhNLVMoqJoa9ugGVmfUJBr5HhdYojhY2nN7Lq2CpCj4fy76l/SXYkU9e3Ll1rd6V7jZPUs5djbfloVvzQnQunNwHKdb6GhuFdlWo1O9DJpxxuByahnV2Gfn5Vumsq3QOr3j1YTZ6E8k0L9f6EyIwETEIIIYQQQgghil1RFMMuiWvkht20s/zIcubsncPCAwuJTYm96phjMcc4FnOMmY3TbDx9FADD05eGvjXoVt6DyfU7s//EQlqZ/+AWb8HOuenakcLdoqRIwCSEEEIIIYQQotC1DQ0k0h6Pn7tPpuFOpD2ei008Me3xBbpO2ml215JUM5XgY8HM3jObBQcWcDH5omtftXLV6FW3F73q9qJnQE9qla/FxtMb2Xg8hOMrpmArn0wP5UGHdh2IiDtAUxVLDbXPefLRMNpncj3l08hZuLvu3VJbSZQICZiEEEIIIYQQQhS6SHs8hqYTmSZAKoowKO00u4yhVlGtGpfVfTgsB6uOrWLO3jnM3z+fyKRI1z5/b39ua3Yb45oM5QbfKugJh9HiD6Ed/RTiDzEo/hCDk05B68tn2CFmFc2z6ENEchWqNh+B5dcV5XeDcxrctVxfKSEBbe5c1J13gi7rjV2PJGASQgghhBBCCFHkphwNZtnaeeyrDxPrFc2Io8xCrcsi4iNYc2IN5xLO4WHzwM1ww7NuLAcc0FGzYTuyHA/Dg1PaKbad3Ya74e768DA80n0eHHIlYGqz6g3ORh6Ai0dxiz3J+cTzrmt2KV+JFwKa0K18eaqrOLSE2Wibv87zfcVo7oQZ1dlk8+epzm+iKnchbO12+nS69kZuXeXUKfSvv0afNg0tOhqHnx9q6NCS7pUoAhIwCSGEEEIIIYQochPr9eFsakihhkvG2HH0NU2MseOuWgXuZOxJQo+Hsr3OdlpNbcWBqANXN1A3zee/XQo93GHG9zOyv7AHfPLBJ3gYHsQ7klFWqmtXt/IVeLFOQ/rYoimfdBTsGyAy66YuUx5VUT4N0bae5nCcF/UTymO98hmttvxArF4ONA1TWTzpPwi4upD4tUbbsgX988/R5sxBczhc2/UvvsCUgOm6JAGTEEIIIYQQQojS6dIqcMpycDj6MEnn9+KIO0VK3CkabPwy3aEaGq2rtaZhpYakWqnYTTt2087BIwfxr+WP3bST4kjhXOQ5ypUv59xv2UmyJ5GqUq+69OXzAbqUc2O0XwUm+rrjnXIGUrfB1aegPGuifBqCT0NUmg98GoCbr/OgvjA9MJCgj53T+qL1WRjX8tS3tEwTbeFC9C++QF+7Nt0u5eaGGjMG88knS6hzoqhJwCSEEEIIIYQQolAUV8FtpRQHog6wxv8UoRUvsto3mpNTmqU7xtAM2vu3p0dAD3oE9KBb7W5U8qp0VVuBgYEE3R+U/vWTztfG2HGsNE36xMdh+lYgJe4idkMjxTDRqkbh8UA7kk/No6ZKACIhJX3bVuUbULVvxareD3wa56v4tp+7j2vKn5+7T57PLxaxseg//ID+1VdoR46k26X8/LAmTMCaOBFq1CihDoriIAGTEEIIIYQQQogc5SY8SltwOzO9e/d2fX45OMkuNLl8TUtZ7D6/m9XHV7P6+GrWnFhDREIENLlyrJvuBuWq4F6hFjafmhwe/n+U9yif6/sDZ5FwH/8o5ocGOle+uzRCCt2GLTYGW+NUfKoewV4vEg/PFDi5K935Ch1VtSeq9kisWreAV608XT8zma3Ad804ehT9q6/Qv/8eLS4u3S7VrBnmk086i3p7eZVQB0VxkoBJCCGEEEIIIUSOcgqPMsosQEp7fnbBiWmZhEWE8eHqD5kcOZm1J9YSlRSV7hhPmyc3XvCkZ2xlelz0pfNPwXRd/wE+u6OIb1A5z+ESOIuEX2ziiXm5SHglH3ZWPUMb/+NQNxLN3TnvzSPNOUpz44KtHZXaPoSqeTN4VM3zdUsVpdDWr3fWV1qwAM2y0u22Bg7EeuIJ1MCB1/aqdqLQScAkhBBCCCGEECJfshvVlJeRN6lmKptqmHxf7gyny0ey9tPqxKbEOn9jvVSb29vNm661u9IjoAc9A3rSqUYnyt08EnQDLBPTrRxhPYMIXBFI0MTcXzvtqCoAb2Wnj/0wxvrxaKOX09ZMuOocZXih/Adi1boVVXMYFd18Ubm+YimVmor2xx/O+kqbN6fbpTw9UXfeifmf/0DLliXUQVHSJGASQgghhBBCCJEnbUMDibTHU/egnXgjhLCeQUw5GsxOt2imHA3O1Upx+y7sY+6+uaw+vpr1p9aT2Djxys4U0A0PyuvV8ajVkLm93qG9f3vWhK6hT7fCrfHUp08fsEehnV7EjPhF9Eo9jicmZMiVlK08quYwrFojUf6DwOZdqP24ZimFNmMGRlAQ2smT6XdVr4716KNYDz8MVa/zkVsiRxIwCSGEEEIIIYTIk0h7PIamczLNdLKJ9fpwNjUkV+HS/P3zuWfBPSQ7kl3b/Lz88Iv34+FBD9MjoAc375yBTbdhKosutbo46yPti+KYuQg/d5+C1yZKPot+aiHaqflo50LQlINBGQ5R7n5siahFu+HvoKr1BcMj06auWwcOYDz+OPqqVek2qzZtnPWVxo4FjzL2NRFZkoBJCCGEEEIIIUS2rip+XQBTNk/h6X+eRqHoUacHo1uMpnud7rSo2oJVIavo08UZUGm7fk533uX6SMalz7OSccpbOonH0U/ORzs1D+3COrRMJrad1bxZ7N6Ae2/8GFWlB1GrVqNqFP3KeNcUux190iT0d99FS7myNJ41dCjW00+jevWS+kriKhIwCSGEEEIIIYQoFNmFO0opXg95nY/WfwTAhPYT+HzQ59j0K7+W5qWIeFauaiPuAPqp+Wgn56FHb8m8b+XqYdW+lRFnTrDdVhMHinuq9Sm0PpUm2r//Yjz6KNqePa5tql49zMmTnYW7hciCBExCCCGEEEIIIbKV2+LZWYUxdtPOI4sf4ZddvwDwVs+3eKXbK2jZjILxc/dxrgjXsnLeOqsUxOxEPzXPOVopdnfmh5VvhlV7JFatW6FiO9A0Np9/DkPTnG2UNTEx6G+8gf7NN2iX7l8ZBtZTT2G98QZ4l5GaUyLfJGASQgghhBBCCJGjtKOT/Nx9rhT5ziEAikuJY+zcsSw/shxDM5g6dCr3tr03x+tlDLUuB07HGrvj5+7jPMjXl5WmSV9DR4vciHZqHvqpBWjx4Zm2qSq2w6p9K1atkVCh+VX78x1qFbJsp/kVAW3BAoynnkI7fdq1zerQAXPKFGjfvlj7IkovvaQ7IIQQQgghhBClSXBwcEl3oUSkHZ0U1jOIk/0n0f9s5WxrMp2NP0u/n/ux/MhyyrmVY96YebkKly5LG7SE9Qyi/9nKnOw/yXlNZWJNfozG94J29yZsK7tj7J90Vbhk+XXFbPMBqUP34xiwEav5K5mGS2mvUeAC4gVUbNPyTp3CGD0a2+jRrnBJlSuH+dFHmGvWSLgk8kRGMAkhhBBCCCFELhljx6GbJsbUbzBnzSzp7hSq4ODgPAcb2Y202R+5n+Ezh3M05ihVy1VlwZgFdKrZKU/tZ+yPoZloZ/9BPzkP7fRCtJTz1M1wjtIMVNWeqFq3YtUaAV4183TNMsGy0L/9Fv2119Di4q5sHjwY84svoF69kuubKLUkYBJCCCGEEEKI3IqJoa9ugGWWdE/yLLsASZs9h4OLF9H3QiRq9Khct5lVe/8c/od7FtxDVFIUDSs1ZNG4RTSs1DBf/cZMcoZKp+bzarM/sK3+8KpDlOaGqt4fq/atqJo3g0eV/F2rLNizB+PRR9H//de1SVWrhvnJJ6jRo2V1OJFvEjAJIYQQQgghxHWubWggPvuiiDdCMp3+pUaP4tSunXkKlzJjWiZvr36b99e+j0LRqUYn5o+ZTzXvanlrKDUW7cxf6KfmoZ1ZimYmAuBlpOmzUQ7lPwir9khUjaHg5lugvl/37Hb0Dz9Ef/99NLvdtdl64AHMd9+FyiVbd0qUfhIwCSGEEEIIIcR1LtIez8Umnpj2eMA51Y+YGPD1zXKqX16nzJ2NP8s9C+4h5FgIABPaT2DSgEl42jxz14A9Gu30n+gn56JFLEez7FcdomwVUDWHOUcqVR8ItnK57l9Zpm3ahPHww2i7r6yopxo1wpwyBdWrVwn2TFxPJGASQgghhBBCiBLUNjSQSHs8fu4+xVpceqWPD33TvE5bTymvtaZCjoZw94K7iUiIwNvNm6+Hfs34luNz15Gk0+gHPkM/9B2amXDVbuVeBVVrBFatkajqfUF3z127AhIS0N96C/3LL9EsCwBlGFjPPov1+uvg5VWy/RPXFQmYhBBCCCGEEKIERdrjMTSdyEuji4qDOWsmKwMD6RV0JdBKN1opl7WmLGXx/tr3eXv121jKomXVlvx26280q9Is507EH0bfPwn96I9XjVZSnjWdU99qjURV6Q66/OqaV9qKFRiPPYZ25Ihrm2rfHsfUqbI6nCgS8pQKIYQQQgghxDUmPyu6FSpfX1aaJn0NI8tDziec576F97HsyDIA7m1zL58P+pxybjlMW4vdg7H3Q7QTs9DUlQBL6Z5Y9e9D1b0TVbkzaHqh3EpeZbcyXqkQHY3x4ovoP/7o2qQ8PbHefBPr6afBJjGAKBol88QKIYQQQgghhMhSSEhIutfBwcGFfo3sghRz1kxWtmxx1fQ4pRT7Luzj4/Uf0+X7Liw7sgwvmxfTbp7Gdzd/l324FL0VY91o3P5uh378V1e4pGzlMZs+j2PYQawOX6D8biixcAmyXhmvNNDmzsXWpk26cMnq2RPHli1Yzz8v4ZIoUhIwCSGEEEIIIcQ1LmPgVBhyG6Q4LAerj6/mpRUv0fKblrT5tg2vBr/KqbhTNKnchLX3reWeNvdk00Ai+rZncFt+I/qpBa7Nyr0yZstAHMPCsdq8C57VC3pLZdfp0xijR2MbNw4tIgIAVaECjq+/xvznH2jcuIQ7eH2bPn063bp1IyAggICAAAYOHMiyZcvSHbNx40ZGjBhBrVq1CAgIYOjQoSQlJbn2R0dHM2HCBAICAqhbty5PPPEE8fHFN222MEh8KYQQQgghhBAlyM/dB5/dUcS3zHyZeGPsOPqaJsbYcbkquF0Y4lLi2Kfv4/6F9/PXob+ISopy7XM33OlTtw83N76ZO1vfiY+7T5btaFFbMDbehxa337VNedbAavoMVoOHwJb1uSIXwsPRp01Dnz4dLSbGtdkaPhzziy+gVq0S7FzZUbNmTQIDA2nYsCFKKX777TfuvPNOVq1aRfPmzdm4cSOjRo3imWee4YMPPsBms7Fr1y50/cqYnwkTJhAREcHcuXNJTU3lP//5D08//TTTpk0rwTvLmzIVMJmmme5PIUTO5LkRIn/k2REif+TZEdc6QwEoUIX3fbq125sELQ8i8OE3MU2T9muCKO8fzbxVb7KteyDGxRj6GjqYVpbXzM2zozIcm9GJ2BMsCV/C4vDFrDq+CrubHXY591X2rMyQRkMY1mgY/ev1p7xH+auunY7lwNj/Ica+99CUw3l93RNHy7cwGzwKhsflk7P5yohMpaaiL1qEMW0axsqV6XapatVI/eQTrNtuA02Tr28OsnpulHI+LbGxsWia5tru4eGBh4fHVe0MGTIk3es33niD77//ns2bN9O8eXNee+01HnnkEZ555hnXMY3TjCrbv38/K1asYOXKlbS/VID9gw8+YMyYMbzzzjvUqFGjgHdaPMpUwHT48GEAwsPDS7gnQpQ+8twIkT/y7AiRP/LsiGtVc9MEZYGl2L9/f84n5JLdbne1dy4phsgGNsykGPbv35+na2b17PgoNyruj+Nik/JXtbHv4j4+3f0pG85vSLe9olmREU1H0Nu/N20qt8F2aSW300dPZ9sH95RjBJx6Dc+kXa5tiZ4tOF77v6RYDSD8aLbni8y5nT6N39y5VJ4/H7cLF9Lts9zciL75Zs489RRmxYpw4EDJdLKUyvjcaJpG3bp1adWqVbppai+99BIvv/xytm2Zpsn8+fNJTEykc+fOnD9/ns2bNzN69GgGDhzI0aNHady4Ma+//jpdu3YFYNOmTfj6+rrCJXDWSNN1nS1btnDzzTcX4t0WnTIVMDVo0IBDhw7RqFEjjGxWQxBCXGGaJuHh4fLcCJFH8uwIkT/y7Ihrnc0w4NJooqZNmxZau+7u7q72qp33pfyeaOJaVKJp06a5umZOz87upv8jaHUQgY8GuradSzhH0Oog/i/s/1AoNDS61u7KsEbDuLnRzfw2+TcCbw+8qq0sKYVx+Fts+15BM521ZZRmYDZ9Cb3Zy9TT3fLwFREAOBzoS5diTJ+O/vffaEql2201aID54IOYd9+Nd9WqNCqhbpZWWT03Sinsdju7du26agRTVnbv3s2gQYNITk7G29ubn376iWbNmrFp0yYA3n//fd555x1at27NzJkzGTlyJOvWraNhw4ZERERQtWrVdO3ZbDYqVapExKWaWqVBmQqYLn/DGIYhP7AIkUfy3AiRP/LsCJE/8uyIa5Z26T8ahfo92qdPH1d7O3q9TeDKQIImBuX5mtk9O5evYTftfLX5K/635n/EpsQCMLr5aN7t+y51feu6jtc0Lff3mHQaY9PD6BH/uDYpn0aYXX5A+XVBnuY8OnUK/f/+D/3779FOnky3SxkGasQIrIcfRvXpA7ouX98CyvjcXJ4iV6FChXQBU3YaN25MaGgosbGxLFiwgMcee4xFixZhWRYA9913H3feeScAbdq0YdWqVfz8888EBuYhxL3GlamASQghhBBCCCGuRbld0a0gevfuzaKDi3hxxYuERzmnBHXw78CkAZPoVqdbpsfnhnbid4wtT6ClRru2mQ0fxWrzHti8C6XvZYJloS1bhv7dd2iLF6NlrAsUEID14INY990HpaQmT1ni7u5OgwYNAGjXrh3btm1j6tSprrpLGUcfNm3alJOXwsPq1atz/vz5dPsdDgfR0dFUr156VlfUcz5ECCGEEEIIp+Dg4JLughDXheJ4ltJeY/f53QybOYzbZt9GeFQ41b2r892w71h3/7pMwyXIRehlj8b4925s/97lCpeUZw0cPRZhdfhCwqXcOnMG/cMPsTVvjm34cPSFC13hktJ1rGHDcMyfj2P/fqxXXpFwqZSwLAu73U5AQAA1atS4qs5TeHg4derUAaBz587ExMSwfft21/7Q0FAsy6Jjx47F2e0CkRFMQgghhBAi10JCQoplpIUQ17ucnqXcjh7K6RptbmjDO6vf4Zut32AqE3fDnSe7PMnLN71MBY8K+W5bu7AW49+70JJOubZZdUZjdvgS3CsXuO/XNaVg7170P/9E+/NP9I0brz6kRg2s++/HeuABCAgogU6KvAgKCqJ///7UqVOHuLg45syZw5o1a/jjjz/QNI0nnniC9957j1atWtG6dWt+++03Dh48yI8//gg4RzP169ePp556ik8++YTU1FRefPFFbrvttlKzghxIwCSEEEIIIYQQxaptaCA+/lHMDw0krGdQpsfkFOQGBwdne0yqmcpmfTMtprYgOtk5uuiWJrfwfr/3aVipYf47D3BxB8bqEWiOOACUW0XMDl+gAsYVrN3rmWmirV/vDJT+/BMti9X+rIEDsR56CDVsGLhJUfTS4sKFC0ycOJGIiAgqVKhAy5Yt+eOPP1zP6MSJE0lOTubVV1/l4sWLtGzZkrlz51K/fn1XG9999x0vvPACI0eORNM0RowYwfvvv19St5QvEjAJIYQQQohcyc0vxUIIp+wCoEh7PBebeGLa4zPdn5O2oYH47IvimLkIP3cfdn21n9SYKBK9YvnBX7F1RCeCjwYT7hYOydCqaismDZhEn3qFMPow6RS2NSNd4ZJVtRdml/+DcrUL3vb1JjERbfly55S3JUvQLlzI9DDVqhXWiBFYd98NDQsY/okS8eWXX+Z4zDPPPOOqx5SZSpUqMW3atMLsVrGTgEkIIYQQQuRKQX8pFqIsKcrppJefRQM4GxXOPf7rmN06Art+aQn7bdsAcFOejOwygR/7fYBNL4Rf/VLjnOFSkrMwsVW5M2b3BWArV/C2rxfnzqEtWeIMlVasQEtKuuoQpeuo7t2dK8HdfDNcKgwtRGknAZMQQgghhBBClCLKMkmKPkDC2TBSE87yy6VFpvxS3egQV552wx6kvX97Ns3cxAcDPiici1oOZ82li2HOPpSrh9ltroRLAAcOuOopaevXo11a4j4t5e2NGjAAa/hw1NCh4OdXAh0VomhJwCSEEEIIIYQQhWjK0WB2ukUz5WgwEy9NS8upZlJunHVLYerqd4gM+wErNdG5UdO562w1/nMmgHYXy+GmGZgf/w+Anews0PVclELf/gz62b+cL90q4uixADxLz/Lphcqy0DZuRFu40Bks7d+f6WGqenXUzTc7Q6W+fcHTs5g7KkTxkoBJCCGEEELkW2H80izE9WZivT6cTQ1xhUtQsClz+6vp/LfSDmZXjSB19RoAdDdvylVvjWfVlvz4+VHQdRw4CqP7V9EPfIZx6BsAlOaGedNsqNC8SK51zUpORlu50hkoLVqEFhGR6WGqWTNnoDRiBKpzZ9D1Yu6oECVHAiYhhBBCCJEvxthx6KaJMfUbzFkzS7o7QlyXlh9Zzri2G4hNiQWga+2u7PaoQLnKjdF0A1NZRXp97eRc9B0vu16bnaaiqvUq0mteMyIjnfWU/vwTbdkytISEqw5Rmobq2hU1fDjW8OHQpEkJdFSIa4METEIIIYQQIn9iYuirG2CZJd0TIa5pxthx9DVNjLHj8hTGTt82nf8s/Q+mMulWuxuTBkyiQ40OzlXkdkdxrLGGn7sP+PrCxRiCfXzobyu8pe21yI0YG+5Dw1lTyGzxBqre3YXW/jXp8OEr9ZTWrkUzr/7/m/LyQvXrhzVihLOeUrVqJdBRIa49EjAJIYQQQgghRAFlnC7au3fvKzszhLF+7j747I4ivmXlTNuylMVrwa8x6d9JANzR6g6+GfoNHjYPAMJ6BhG4IpCgiUEAmD3BNE0ifv+d1DFjMArjhuIPY6y9Fc1Kdvap7l1YLV4vjJavLUqhbd3qrKe0cCHa7t2ZH1alCmrYMOf0t/79oZwUNxciIwmYhBBCCCFEruT0S7EQZVnGGkvZ1VsK6xlEsBlMn56ZHzNxyUT+L+z/AHijxxu83v11NE3LsQ9t27ZN9zpdyJUX9ihsa0agpZwHwKraG7PTVMhFH0qN8+fRf/gBfdo0tCNHMj1ENWp0pZ7SjTeCUSjRnRDXLQmYhBBCCCFErmQcNSFEmeTry0rTpG8Bw4asAqhlh5fxf2H/h6EZTBs+jTtb3Vno18iWmYKxbgxa3AEAVPmmmDfNAt093/24ZiiFtn49+jffoP3xB5rdftUhVpcuV+opNW9+fYVqQhQxCZiEEEIIIYQoI2TVv4IzZ83ECg7GvPR1bBsaSKQ9nrr+duaHBhLWM/8BbIojhaf+eQqAxzs9nm24lO/RSdlRCmPLo+jnQ50vParh6LEQ3CsV/rWKU1wc+q+/OoOlXbuu2m317491222oYcOgRo0S6KAQ1wcJmIQQQgghhCgjMk7jEvmT9msYaY/H0HRONvHEtMcXqN1PNnxCeFQ4NXxq8GbPN3Pdh8Ki73kH/dgvACjDC7P7PPCuX+jXKTY7d6J/+y36L7+gxaf/u1GVK2Pddx/WQw9Bo0Yl1EEhri8SMAkhhBBCiFwrklETQpRifu4+zhFMB+1Z1yfLxbS6oxeP8v7a9wH4oN8HVPCoUBTdzZJ2dAbGnv8CoNAwb/gRVblzsfahUKSkoM2d6wyW1q69ard1441YDz+MGjUKPD1LoINCXL/0ku6AEEIIIYQoPWT0ixDphfUM4mT/SfQ/WznL6XHmrJmsbNkCc9bMLNt5dtmzJDmS6F23N2NbjC2q7mZKOxeCsXmi67XV9kNUrZHF2ocCO3oU/bXXsDVogO3ee9OFS8rbG/Ohh0jduBEzNBR1110SLglRBGQEkxBCCCGEyNTl2jJ+7j4Fqisjrl1Sk+nasPjgYhYdXIRNt/HZwM9ytWJcoYndg7FuNJpKBcBsOBGr8ZPFd/2CME20v/921lZauhRNqXS7VfPmWI88gnXnneDrW0KdFKLskBFMQgghhBAiU5dry0QWsK6MuDa0DQ1kuX8UbUMDATDGjkP/6muMseNKuGfXnuDg4GK7lt2089yy5wB4ssuTtKjaotiuTXIEttUj0VJjALBqDMVqN+naXznt3Dn0Dz7A1qwZtpEj0f/6yxUuKTc3rDFjcKxYgWP7dqzHHpNwSYhiIiOYhBBCCCGEKAMi7fFcTFuIOiaGvroBluk6RkY0ORVnMfQfw37k8MXD+Hv783r314vlmgA4EjHW3IqWeBQAVbEd5o0/g36N/oqoFNratc7RSnPnoqWmpt8dEID10ENY998P1auXUCeFKNtkBJMQQgghhBACcAYr4mpFNaIpxZHCe2vfA+DFm17Ex92nSK5zFWVibLgHPXqz86VXHRzd54OtmK6fF7Gx6FOnYuvQAVvfvuizZrnCJaVpWIMH45g7F8f+/VgvvyzhkhAlSAImIYQQQgjhUpxTg4QoLQojeMtsBcbvt3/PybiT1PSpyUPtHyrwNXJLD3sZ/fRCAJStPI4e88GrZrFdP1fCwtAffxxbvXoYTz6Jtnu3a5eqUgXz+edx7N2LuXAh6uabIZsV+oQQxUMCJiGEEEKIMixjoCQjWMouY+w4+u7ek21NJgkg8y/jlLtkRzIfrPsAgJe7vYynrXhWNdPDv8Y4+DkASjMwu84E39bFcu0cJSej/fILRq9euHXujPHdd2jxV2rAWTfdhOOHH3AcOYL17rvQoEEJdlYIkdE1OsFWCCGEEEIUtbahgfjsiyLeCCGsZ5AzYDBNjLHjsl1OXVynMqnJlFFx1iYqbTIboZSdadumcTr+NHUq1OH+tvcXTacy0E4vRt/2rOu12eErlP+AYrl2thwOtBkzMN5+G+306XS7lI8P1h13YD38MLRpU0IdFELkhoxgEkIIIYQooyLt8Zxs4nlllbiYGPomJkGMc0UpP3cfah9Ixq+46sKI4uXry8pyXrLCVgYZV9ubcjSYnW7RTDma/eitvARviamJfLjuQwBe6fYKHjaP/Hc4t6K3Yfx7JxoWAGazF1ENHij662ZHKbSFC531lR59NF24pFq2xPziCxxHj2JNnizhkhClgARMQgghhBBlRF6nN4X1DKL/2cqE9Qwqoh6J4pQxMDRnzWRlyxYyWi2DjMHrxHp9aJ1aiYn1Cm/k1rdbv+Vswlnq+dbjnjb3FFq7WYo/hG3NSDQzEQCrzmisVm8X/XWzoa1fj9GnD7ZRo9D27XNtt4YPxxEcjGPrVqxHH4UKFUqwl0KIvJCASQghhBCijMhYX+mqEUqZjGjJ67Qfce0qisDweqzJVNQj9xLsCXy0/iPAOXrJ3XAvkutcpp1fjW1Fd7TkMwBYfjdhdp4OWgn9KrhvH8aoUdh69UJft8612eraFUdICOYff6C6dQNNK5n+CSHyTQImIYQQQogyKmPgYM6aifX4Y+lGtEi9netLxsAwLwFiZkXAr8ei8GE9g/hvs9uKbOTelC1TOJ94ngYVG3BX67uK5BqXaUdnYKwajGaPBEBVaI7ZbQ4YxVNQPJ3TpzEmTsTWrh36woWuzappUxxz5mCGhKBuuqn4+yWEKDQSMAkhhBBClAGucGDwkGxXCctPoGShOBB5gF93/cr3278nwZ5QkK6KIpTx7zdPf98ZanTlZtU5KJ2jnIoqWI1LiWPSv5MAeLX7q7gZbkVyHZSJvuNVbJseQlOpAFjVB+DoGwoeVYrmmlmJiUF/4w1szZujT5+OZjlrQKkaNXBMmYJj2zbUiBEyYkmI64CsIieEEEIIUYbldwpcgj2BH2ue4M8qF9jsE0vMN61c+z5Y9wFThkyhb/2+hdRLcU3KxapzICvPpfX1lq+JTIqkUeVG3NHqjkJvX7OSMA59gy38S7SEQ67tZqPHsNp+DHox/vqXkoL+7bfo776LFhnp2qwqVMB6/nmsJ54Ab+/i648QosjJCCYhhBBCiOtU2pEjroLOS/8q0BS4i8kXeW/tezT+qjFPNzrAiopRxNgceNo8ubHWjVR1r8qRi0cY/NtgJi6ZSExyTKHdjyhimdTgKo2jj/KjOO4zNiWWT/79BIDXu7+OrTDDnpTz2Pa8Q4sDQ3ALe9oVLinNwGz/BVb7z4ovXLIstN9+w9amDcZzz7nCJeXmhvnEEzj27cN6+WUJl4S4DskIJiGEEEKI61Db0EB89kURb4QUWi2ZSf9O4r217xGbEgtAgyQvnjgTQI9oX5r/Hoyb4cbLgS+TdFMSU7ZMYfr26fwV/hd3tr6ToY2GckOtGwr3l2pRqMxZM1kZGEivIOf3S1F8D12rchplVRjF7r/c9CXRydE09WvK2BZjC9weAPHh6Ac+Rz/yI5qVnG6XVb0/Vos3UFW6Fs61ckFbvhzj1VfRtm9P35dx4zCDgqB+/WLrixCi+MkIJiGEEEKI61DGpdYL6tddv/LKyleITYmlRZUW/HjLj+zddCNPnq5L+4TyrloyHnjw+aDPWXHXChpVasTp+NN8tP4j+vzUh1qf1eLu+Xez98LeQumTyFleR+akDVKu+h7y9XVOh0szwqmsKOgUv4vJF/lsw2cAvNHjDQzdKFB7WuRGjHVjsf3VEuPQN65wSWFg1hlH6oCNmD2XFF+4tG0bxtCh2IYOTRcuWf36kbphA+aMGRIuCVEGyFtIQgghhBAiW4eiD/HE0icAePGmF3m719vomo7BjCzP6RHQgy0PbWHe/nn8Ff4X/xz+h+jkaGbtmcXfh/9m7qi5dA/oXly3UOa0DQ0k0h5P3YP2PI1Ayi5ISTu1MjOWspi+eDr+TfyJSIjgbPxZIhIiCLYFE/xjMBEJEUQkROBheFDZq7Lzw7MyQxsN5dGOj6Jdx0WeP9/4OTEpMbSo0oJRzUflrxFloZ1Zgr7/E/QLa9Lvsvlg1rufA9pQGrTujWEULMDKtSNHMAID0Wem/95Qbdtivvceqn//4umHEOKaIAGTEEIIIUQZkZ9pPqlmKvcsuIc4exzd63TnrZ5voWu5GwTv5ebFHa3u4I5Wd+CwHGw8tZFXgl9h/cn1DPltCD+N/ImRTUfmuU8iZ5H2eAxN52QTT8xCGsWWnTXH1/D88ufZenYr7Miw0wBOXXmZmJpIdHI0h6KddYL+Pvw3/576l2+GfYOnzbPI+1rcopKi+HLTl4Bz9FJunx8XMwXt+K8Y+z9Bi9ufbpfy9Mdq/B+sBg9jGuVJ3b8/i0YK2dGj6JMmoX//PVpq6pX+1KuH+dZbqHHjQJfJMkKUNRIwCSGEEEKUEfmZ5vNW6FtsOr2JSp6V+GHED9nWUDLGjqOvaWKMHXfVaBebbuOmOjexdPxS7px/J4sOLmLc3HF8MegLHu7wcJ77Ja4NRzwSeaneAf742blioJtyo03NNvj7+OPv7U917+psDtnMg2MfxN/Hn6rlqpJqpRKVFEVUUhQ7zu3gndB3+G33bxy5eIQ5o+ZQzbtaCd9V4fpsw2fEpsTSulprbm12a+5PtEejH/oWPfwrtOSz6Xap8s0wmz6LChgPhodzo5n9an6FYv9+jA8/RPvtNzSH40p//PywXnkF65FHwMOj6PshhLgmScAkhBBCCCEyteLICj5e/zEAU4dOJcA3IPsTcrFsvZebF7/f/jtPLn2Sadun8Z+l/+F03GkCewZe11OkrgcJ9gTWnFjDgcgDHIg6wMHWW1njexG7rtA1nQfbPYjXv158fP/H6c4LXBmYZbAyIiyFqBO9+anuv/x76l+6/dCNuaPn0rpa6+K4pSJ3IfECkzdPBuDNHm/mbvSSIx59z7vo4VPQzIR0u6wqPbCaPouqMQTyOhKqILZvx/jgA7S5c9GUcm1W3t5Yjz+O9cILZbI2lxAiPQmYhBBCCCHEVcIiwrhv4X0oFBPaT8g8IPD1ZaVp0jeP9V5suo2vhnxFjfI1eGf1O7y79l3OJpxl8uDJaEjIVBj83H2u1GBqWbnA7W2P2M7oOaM5FnPsysZKzj/6RVfiwxeW07paawL/DcxTu2r0KHx27WT1hM+5dfathEeF02tGL34e+TNDGw0tcL9L2icbPiHeHk+76u0Y0WREjsdrZ5ZibH0CLfHK11mho2qPxGryLMqvS1F29+r+rF+P/v776H/9lW67qlTJGSw9/jj4+RVrn4QQ1y6ZGCuEEEIIIdKZvWc2vWb0IiIhglZVW/FR/48yPc6cNZOVLVvkWPw5M5qm8UaPN/h6yNfoms73279n9B+jSUxNLGj3BRDWM4iT/SfR/2zlXBf4zkpy5AF6/diLYzHH8Pf255Ymt/BC1xeYvr85G7fdyN872+dpxFFmK9s19WvKmnvX0Ltub+Lt8dw2+zY+3/g5Ks1omdLmXMI5vt78NUDOI/SSz2H8eze2NSNc4ZLSPTAbPoJjyC7MrjOLL1xSCm3FCowBA7D16pUuXFLVqmG++y6O8HCsN9+UcEkIkY6MYBJCCCGEuA75ufvgszsqT6NXTMskMDSQD9d9CMDABgP56ZafKOdWrqi6yUPtH6JquarcveBuFh9czNCZQ/mg3QdFdr2yJj+F3S9TyiL2xDoSzmwBYFCDQcy4ZQaVvJxDl4wPtoJuALmv/dM2NBCffVGZrmxX2asyi8ct5sm/n2T69um8sPwF9l3Yx+eDPsfdcM/3fZSUSf9OIjE1kU41OmU9GksptGM/YYS9iGaPcm22qvXF7DgZfBoVU28By0JbvNg5YmnTpvTdrFMH67nnsO6/H7y8iq9PQohSRUYwCSGEEEJcJ9KODAnrGZSn0SsXky9y2+zbXOHSczc+x4IxC1xhQlG6pekt/DX+Lyp6VmTD6Q08sPoBjsceL/LrlgX5KewOzpXPYvb/6QqXXuj6AvPHzC/w90OkPZ6TTTyJzGJlOzfDja+HfM3H/T9G13Smb5/O8JnDSUpNKtB1i9vZ+LNM3TIVgDd7vpn56KX4cIzQwdg2PeQKl5R7ZRydp2H2/Kt4wiXLck6De+UVbK1aYbv99nThkmrUCMd33+HYuxfrscckXBJCZEsCJiGEEEKI60Db0EBe3zeXtqFXauDkdvTK3gt76fZDN/469BeeNk9m3DKD9/q+h6HnrbZSQXSr043gu4OpVb4Wh+MO0/un3uw8t7PYrn89yGzqWX7sOreLbj90wx57HE23UaHhYP7X53/F9v2gaRpPdnmSuaPnUt69PMHHgnlu2XPFcu3C8vH6j0lyJHFDrRsY1GBQ+p3xh9H3/A/b3x3Qz135O7MCxuEYtANV7x4oyoL3SUloixdjPPootrp1sfXqhTFpElp4uOsQ1bo1jp9/xrFzJ+ree8G99I0gE0IUP5kiJ4QQQghxncrN6JVFBxdx74J7ibPHEVAhgNmjZtPev33RdMhyQMIR0N3ArQLYyjs/v6Rl1ZaE3BXC4J8HcyjuEH1/6svc0XPpEdCjaPpzHclu6llezNs3jwf+fICE1ATcPHxp4j4Aq0bjXJ1rjB1HX9PEGDwEfH3zVZsrraGNhvL77b8z9LehTNs+jZ51ezKu5bgCtZmZtqGB+PhHMT80sMD1qgBOx53mm63fAJdqL5kJaOdWoZ39Bz1iGVp8eLrjVbm6mB2+RNUYXOBrZykyEm3JEvSFC9GWLUNLvLrWmdJ1VI8eWE8/jRo6tGhDLiHEdUkCJiGEEEKI60BYzyACVwQSNDF3vyArpXhv7XsEhQahUPSo04PfbvuNat7V8teBpDPQ6AxahWRUioF27BfwqApoaFEb0C6sQ4v8F82RfmqU0j3BrTzYKoCbDw1s5dnQoBpbY2M4nHCB7X8PpHqjoTTzawzKAmWm+9AyvEaZoHtgVe+LqjnCGWSVAZH2eC428cTMYupZTpRSvL36bf635n8A9K3Xl19G/sKODTvo0zN/0+wgTeg0dlyWgdNVI+0cCWgxu9Au7mDAxTA2tm7D5KNhvPPPo3Tw70ATvyb57k9mCvq1y+iTte/RwpbChDp1GXTsQ7Qta9FU6lXHKXSsJk9itXwTbD6Fcu10Dh9G//NPtD//RFu7Fs28ulaW8vJCDRiANWKEM1SqUqXw+yGEKDMkYBJCCCGEKIXahgYSaY/Hz90nz6Mu4u3xPPjng8zbPw+AiR0n8nH/j3Ez3HI4Mz0tciND/Zdj+3sBWuwe6HVpO6BvvD93bVjJkJIMKedd5/oBA2yAL4AJF/6EC3nqGvqxn1G6B8p/EFad0aiaw4rml/hrRH6Kuqf16YZPXeHS012e5t2+72LTbXmq4WTOmsnKwEB6BaX5foyJoa9ugGVm3s+U8/Rtloy29320izvQLoZBfDgaV1aP6wT84A+QyKFlHVFNHkCvMQhVtWfJ/Z0qBcln0OIOoMUdgEt/mjF7+CTxOEYAwDE4fyz9aZoN5dcV5T8Aq9YtUKF5ofbJa/dubDNnYixahLZrV+aHVa2KGjYMa/hwVL9+UK7oivgLIcoWCZiEEEIIIUqhSHs8hqZnWSw5K4ejDzNqzih2nd+Fm+7Gl4O/5IF2D+Tt4pYdfecbGAc+pXsVIDZ3pynPmii/Lpw7H0W1yuUgNRbNEUdy3Dk8bQ7n60xGeuSXZqWgnV6IfnohyvBC1RiKVWcUyn8I2K6vX6rzOoItrYUHFvLKylcA+LDfhzx9w9P57sdVo5F8fSEmxvln2n4+/DL6ztfR93+Cphy5br+hkQKHpsChKSjNDVWlK6p6P1T1/qhKHUAr5DpRjkSIP+AKkq6ESQfRHHFXHa6DMyVNQ3nXx/IfiKo+AFWtd+GOqrPb0VatQvvzT2x//kmTU6cyPUw1auQcpTRiBOqGG8AovvpqQoiyQwImIYQQQohSKLMRKzkV9V5xZAV3zLuD6ORo/L39+f3237mx9o15u3DcQYwNd6NHb3VtUuioyp1Q1fvxy9KD3DFmOFpKJKRcYN3q5XQd+iiqSjcoVw80jS8CAwlKM8rlnTSvTXsi4fu20bhedXQrAS01jkNRB/h805eEnduNCdT0rM3kEVOo6uMPmsHkr6bwnyeecoYLmoGWeALt5B/oJ/5AS4kAQDOTnNtO/oEyvFF1RmE2egwqFVG9qSIQHByc71XhsrLt7DbuWXAPCsUjHR7hqS5PFai9jP3LbFpc/XLHsf3T8apaRADK1ImLKU/5mIpYtz6NqtgWUGgRK4g9/gcV4vdjXApwNJWKdj4UzofCrkCUWyVU9T5Y1fujqvcD7/o5d9iyE2DGUEcl4G/Gou99HxJPosUfcgZKSSfydP9xFhywQ61afakaMAKr+gDnanCFWc/o4kW0pUvRFy1CW7oULTbzhNfq0gU1YgTW8OHQrJnUVBJCFDkJmIQQQgghSqHMRqxkFT4opfhi0xe8tOIlLGXRuWZnfr/9d2qVr5X7CyqFduwnjK1PoZkJzk26O1art7Hq3w/uzuXr980ORAWMd01w+mu24sa6d2XZ7FU1egwPTFsllHd9MAwU0KBqdz5tch8/hv3IK8GvsOHiSbYteIIl45fQqHIjzqdUgfJX6vIo73qoqj2w2k1CO78a7cRs9JPz0OzOeXaamYB29Ef0oz9i+XXFavQYqvZt6QqOX4tCQkKyDZhyu2rgZafjTnPb7NtITE2kf/3+fDLgE7S8hBC+vqw0TfrmdjRMagz6jleY0OAXuDTwTmluWA0eQlW5EeXbBmPcs/hobijLxHrxcdepqmoPfFq9xf+CX2T7js8YWt7GPdVq4J4mANJSo9FOzkU/Odd5jndDrOr9UNX7ADpa0klIPIGWeOLKn8ln2ZRmOh67luV4GwodvOuhyjdBlW8Cl/58aeP3fLJjJn3r9WVp36VYufuq5M7hw+iLF6MtWoS2ejWa4+pRX8rdnbjOnfEaPx6GD4caNQqzB0IIkSMJmIQQQgghrmNJqUk89tdj/LLrFwDuaXMPkwdPxtPmmftGUmMwtvwH/cQs1yZVvgmOG34q+AigDDV6sqJrOve3u58+9fpww+QbOBpzlD4/9eGvrS3pm1A+8yLSmoGq1htVrTdW+8/Rzoegn5iNdnIuWmqMs93I9eiR61G7gzA7T0NVualg91OMMo5oysvopsTURG6fczun4k7R1K8pv976a55rcGVacykL2qkFGFufREs+49pm+d2I2WkqVGhx5UClXzXFLK0Xer3LoJNbmHBiNZNVZdaMWoTXhTVoEcvRzgWjpV68cs2EQxiHD8Hhb/N0X66uuFVKFyC5AiWfhmCkf34ORx/mi11zAHizx5v5ul46loW2aRPan386g6XduzPvY8WKqKFDsYYPx9GvH0dOn6Zp06YYMgVOiGI1ffp0vv/+e06ccIbezZo144UXXmDAgAHpjlNKMXr0aFasWMHPP//MsGHDXPtOnDjBc889x5o1a/D29mbcuHEEBgZis5We2Kb09FQIIYQQQuTJidgTjPljDFvObMHQDD7q/xGPd3o8T6NUtMgNGBvuQUs44tpm1b8fs90nYPMuim5nq+EjL/ON1oV3G//LdiLo0zCShXvaw8Uc6troNlT1/pjV+0O7SejHfkMP/8pZnBzQ4sMxgvtiNX0Wq2UgGB7FcDcFk9OIpqxYyuL+hfez5cwW/Lz8mD9mPhU9K+arDzmOmko6g7HtafRT81ybUkx3bJ0+wmr4CGh6nq5n0238NPInOk/vTFhEGM+v/5ovB38JDSc4VxWM2uIMmyJWoEWuz7a+k/L0R5Wrw+K4KE7rFTip+xDY7nEoF4DyrgvuVXI9rey9te/hsBwMbDCQm+rkM6RMTERbscI59W3JErSIiMz7Xb++s0D3sGGo7t3B7VIwmMkqcUKI4lGzZk0CAwNp2LAhSil+++037rzzTlatWkXz5leK+U+ZMiXTf4NN02Ts2LFUr16dv//+m7NnzzJx4kTc3Nx4881CCK2LiQRMQgghhBDXobUn1jL2j7GcSzyHn5cfv976K33q5SGMUCb6vo/QdwehKecvrsrNF7Pj16g6o4uo17kQE8PtukG/rW0ZMdZk7cm1DG65hTXbO9E6t23YfLAaTsBq8BDa+VD0XW+gR/6LhoWx/2P0s0txdPkeKrYrwhspmLahgfj4RzE/NDDPqwgGrgpk3v55uOluzL59Ng0rNcx3P7IMuCw7+qFv0Xe/nW5UkeU/hA3J4+lafRgcOYp24QKcPw8XLqCdP48WfhBSHWBPweja1bnfslABAVCvHqpuXWrVr8/Cas8wbturTNv0DT0DejK6xWjniDW/Lii/LtDiVUiNQzsfihb5L9jKobxqO8OjcnXAq5YrRHwpNNBVz+zN2rfl+WsQHhXOzzt/BnIYvWRZcO4c2qlTcPLk1X9u2oSWnHzVaUrTUDfc4Fz57eaboUULqackxDVmyJAh6V6/8cYbfP/992zevNkVMO3cuZOvvvqKlStX0qxZs3THr1y5kv379zN//nyqVatG69atefXVV3nrrbd4+eWXcXd3L7Z7KYgyFTCZl1J9U9J9IXJNnhsh8keeHVEclFKZfo9N2z6NZ5c9S6qVSuuqrfn9tt+pV7Fe7r8fk07htukBjAuhrk1W5RtJ7fyDc2RHNu1k7FNmfUy7zVAACpTzecns2QkJCXGNlLl8fEWHGwvHzGPs641ZXjmK+5ruYXVKIh62PI488usOPZdjHPgU2563nYWjY3ZhW94NR4s3MBs/A/q18SNz2q9bpD2e6CaeWPb4PP1/5pddv/DBug8AmDJkCl1rdS34/6eUgpiYS2HROfR9CzB2/YJ+IRLigFhQ8W6o1JpoMTvocWElWkpKjs1qkZFXPj9xAtaudb2+ETgKODQ4Ofku7M0/w6NRc1Tduqh69VABAah69aDGAKg+OPMLXLrvrd3eJGh5EIEPv5nnr0V0cjTj5o5Dc5jcU7k3nY7YUWtmoZ06hXb6tPPPSx+cOZNp7aTMKC8vrH79sG6+GXPwYKhe/cpOK/PqTvLvjhB5l9Vzo5SzNltsbGy6EUceHh54eGT/74xpmsyfP5/ExEQ6d+4MQGJiIhMmTOCjjz6ietrn+ZJNmzbRokULqlWr5trWr18/nnvuOfbt20ebNm3yd4PF7Nr417KYHD58GIDw8KtXrBBCZE+eGyHyR54dUZTsdjv79+93vU61UvlgxwfMOeqsBTOw1kCC2geREpHC/oj9WTWTToXYYOqcfgvDdNYoUuhEVH2IiKoPw8lkIPt2MvYp4+uM25qbJigLLJXuuLTPzrJly6hxqWBxEy8vQnWNnpbixOET/N/uZnS4YRM7feJ59s9nebLFk7m6z6sNx7NBUwJOvo5XygE0lYrb7jexH57D8VrvYPeom8928y8sLIy2bdsC0OTV1+mta6jbR3Pg3f/icDgwNB1TWVd9fbOy9cJWHl37KAAPNnmQTm6dcn3uZZrdjtfu3fhs3Yr31q14HTiAER2NnkNwopGKxrE8XUtpGmbFijgcDjzj4jI9xqagXrSCdZucHxlYNhupNWpgr1kTe61arj+VuztacjJ6Sgqa3c5Na9dy8dln0VJSnNtSUtCTk9Ht9iufXzpWT05GS0lBS07GOzGaDXYLTxMg5NJH/qRWrUpsz57E9OpFfJcuKM9LdZ4uXnR+5JL8uyNE3mV8bjRNo27durRq1Yr4+HjX9pdeeomXX3450zZ2797NoEGDSE5Oxtvbm59++sk1UunVV1+lS5cuDB06NNNzz507ly5cAqhatSoAEVlMl70WlamAqUGDBhw6dIhGjRpJ4Tshcsk0TcLDw+W5ESKP5NkR+ZF2pE5u9ru7u9O0aVMAIhIiuGP+Haw7uQ4NjaCeQTx/4/O5r7dkJmHb+Qq2E9+4NimvWtg7/0DFKt2pmMt7SNunjK/brwkiKjWBunXtLDk/k23dA7EZBhg6mBZNmzbN9NlJ1+YfswkJCqJXYCBNAXfLi68PNWd08x38cPAH7ulyDzfUuiGXvc2oKbQaiGPv/zAOTELDwjtpB82OjMfR6n+YDR7Oc82g/Gq/JojyF6OJO7+Xbd0DcU9KYkCar5PttA1d09GUle7rnZXD0Yd54e8XcCgHI5uM5IuRX6Dn5l4SE9E3bkRfvRptzRr0jRszncaVG8owoEoV1KUP1+dVqzo/r1oV20eTwNMDDBv2v//C7a57WGOa9FEKR1Ag2tGjaMeOuf50HD5IYvheKiWpTK+pOxx4nDiBx4kTme6/rDbA6tV5vqfcTlpRVaqgatVyftSsiapVC9K+rlkTKlTAG8hvZTP5d0eIvMvquVFKYbfb2bVr11UjmLLSuHFjQkNDiY2NZcGCBTz22GMsWrSIw4cPs3r1alatWlWk93ItKFMB0+VvGMMw5H+6QuSRPDdC5I88OyIvQkND6devX6b72oYG4nMgini3UFfNnT59+mAYBlvObGHUnFGcijtFBY8KzLhlBkMbZf4uaaZidmP79y602CsrVVm1RmJ2moruXjlP96BpWrrv+bSvo1ITMDSdk008MVMTnNs1AA000p2X9tnJrk00uC3SnzsjzvFL9bNMWDKBTQ9uopxbuTz1+8qFy6Ha/g+z9nCMjQ+gxYejmYm4hT2DcXYxZqdvoVzt/LWdB1GpCcTk8HW6/CtPTv+PuZh8kdv/uJ3IpEg6+Hfgh1t+wM2WxYpxMTFo69ahXQqUtM2bs53WpXzd0XztUAEoD1QAVc0fq/koVMMeULWqM0CqWhUqVgQ961BLA5jzBytNk76GgeHujhZ7ZZVBvXVraO2stKUufejA2kN/c+ePw6l3Eb5s9izdHDXh2DG0I0fQjh2Do0fRshgBlVfKMMDLi4taCnFaKinuOjWrNcSrfGXw90fVru0Kjqhd2xkc1aoFnpmv2qhBdovm5Yv8uyNE3mV8bi5PkatQoUKu36hxd3enQYMGALRr145t27YxdepUvLy8OHLkCPXq1Ut3/D333EPXrl1ZtGgR1apVY8uWLen2nz9/HiDTKXXXqjIVMJWUjEvICiGEEEJA+p8RjLHj6GuaGGPHYc6aedX+SHs8F5t4YtqvDNXv06cPP+/8mYlLJpJiptDUrylzRs2hqV/OI1oAUAr98Hfo259Hs5yjUpTuidVuElaDh0pHIWFfX1aaJp+f70Rww60cjDrIGyFvMGnApAI1q/xuxDFgE/qOVzAOTQVAj1iO9k97zPafoQLuKBVfn1QzlTvm3cG+yH3ULl+buaPnpg/fzp93Bklr1qCvXg1hYWgq89FAgLO+UdfO0CASrXIoWnW7KyFR5ephtg5C1Rmb75Fe5qyZrAwMpFdQ7guXD2o4iEf6vMBH6z/i5sTv2PjgxvSFy5WC6Ghn0HRp5BOWBZ6eKC8vZ/jj6QleXs4PT0/n9LTL+y5v9/IiVVOMmTuGxQcX4+3mzZLxS6hXuytS9UgIkZFlWdjtdl555RXuvvvudPu6devGu+++y+DBzhpxnTt3ZtKkSZw/f941NS44OJjy5cvnapTqtUICpmKQcQlZCZyEEEKIsq1taCCR9njqHrQTb4Q4RyTFXBmpcVl2y9A7LAevrHyFzzd+DsDQRkP5ccSP+Hr65q4TKZEYmx9BP73QtUn5tsJxw0/g2zLf91bYMlstLe00QXPWTKzgYCr06cM3h/5m+KzhfLnpS3rX7c3wJsMLdnGbN1aHL1A1h2Nsfhgt6RRaagy2jfdjnVqI2XEyeFTNd/NF/TOhUopn/nmG5UeW4+3mzdwxc6kZY6Et+s0VKGn79mXfRpMmWD17orp3R3XtgJ48D33fJDRH7JVj3P2wWryK1eBh18psxS2oVxBrT6xl3cl13DHvDkLvCb1S8F3ToHJlqFwZ1aEDWcdn2TMtk3sX3MPig4vxtHkyd/RcutbuWmj3IIQovYKCgujfvz916tQhLi6OOXPmsGbNGv744w+qV6+e6Sik2rVrU7eus75f3759adq0KY8++ihvvfUW586d43//+x8PPfRQjkXFryXFM4n8OhIcHJzrY9uGBlJ7+XMs94+ibWiga3tISEgR9EwIIYQQxSnjzwQ5/YyQl58hwPlzRMafIQCs1CS+2fIN3X7o5gqXXr7pZeaOnpvrcEk7twrbsk7pwiWz0WM4+q27psIlcI7cOtnEk8gMI7fSuvx6UMNBPNLhEQDGzxvP34f+LpQ+KP8BOAZuxQoY79qmn5qH7e/2aKf/zHU7Gb8HCvIzoZ+7D6ay8HP3yfKYrzZNZsXyb3lgK+za2JlOPcfi1qABtnvvxfjuu6vCJaVpqDZtMB9/HMdvv5F64gSOXbuwPn8frcMpbDv7Y+wKdIVLyvDCbP4yjqH7sBo/UTThkq8vK8t5ge+V7+3MniWbbuPnkT/j5+XHtrPbGPLbEA5EHsiy2bw+j5ayeHjxw8zZOwc33Y3fb/+dPvXkDWMhhNOFCxeYOHEinTt3ZuTIkWzbto0//vgj128iGIbBzJkz0XWdQYMG8cgjjzBu3DheffXVIu554ZIRTHlU0NFImQ1/F0IIIUTpk/FnguxGG2mz53Bw8SL6XohEjR7lGokTuDqQoImZTwVKOyUuKTUJt5gTJBzexkXHCZ5QzmXKvd28mXbzNG5vfnvuOm050Pe8g773fbRL4ziUux9m529RNQs42uca8cmATziXcI55++cxas4o5o+ZT7/6mde1yhP3Spg3/IhVawTGlv+g2SPRUs5hW3s7Vr17MdtNArcK2TaR3fdIXl3+HkrHsmDvXvQ1azi7ZBZj16zhGVfpoZCrDleGgerY0Tk6qUcP1E03QaVKVw5IOY++60308CloqTFXztMMrPr3Y7V4HbxqFsr9ZOXyCDUzF89a7Qq1+WnkT4yaM4o1J9bQcVpH3ujxBs/c8AxuRvqaU3n5u1BK8eTSJ/lp508YmsHPI39mcMPBBbsxIcR15csvv8zT8dHR0VdtCwgIYPbs2YXVpRIhAVM2Lg9f93P3yfQf8SlHg1m2dh776sPES+9gpA2cLp8TbATTp+elf8AyGf4uhBBCiGtf2n/jM5u2ld3xavQoTu3aiRo9KtfXU8oiJfYUiRf2Unv7D8TZrxQpbu/fnvEtxzOu5Tj8ffxz12DCUYwN96BH/uvaZFXtjXnD/4FXrVz3qyD83H2uTA1smbvi4X7uPvjsjsr18W6GGw9WfJDUxqksOriI22bfxsKxC+lVt1dBuu6iat+Oo0o3jM2Pop9ZAoB+9Ee0cyGY7T9F1RiWq9pMhfKmo8MBO3Y4p7qtXo22di1aZCQAmf2NKg8P1A03XAmUbrgBfDIZAZV4Av3AZ+iHp6GZSVfOR0PVvh2z5ZtQoVn++pwPeQnl+tfvz/YJ23n8r8dZdmQZr4e8zpy9c/hm2De092+fp+smpiay9NBSZuyYwZLwJWhofD/ie25tdmteb0EIIcoEmSKXQdrhspH2eAxNdw3JzjhUfWK9PrROreQKlyDzoc5Sb0kIIYQo/dL+G5/ZtK3sjs+VS1OBdlSHl1e+TOT2H4jaN5fkC3uJs8dR17cuL930EtsnbGfDAxt4+oancx0uaSd+x/ZPJ1e4pDQDs9U7mL3+KrZwCZxvvp3sP4n+ZytnGcxldk5ejgdYG7qW3279jSENh5DkSOKW329hzfE1+e321Tz9MbvNw9HpW5TNGdBoicewrb0NI3QIXAzLV7M5TtuyLLh4Ef2DDzCGD8dWvTpuN96I8cIL6AsXusKlyxI9DRwD+mO+/TaO4GAcFy5gLl+O9dZbqH79rg6X4g5gbH4E25JmGAe/dIVLSnPDqn8/jsE7Mbv+WqzhUn7Uq1iPReMWMX34dCp7VWZ7xHZu+r+beDX4VZJSk7I9N9mRzIL9C7hr/l3U+qwW4+aOY0m4M0icMnQK41uOz/Z8IYQoy2QEUwZph8tmfMcss9Vb0srNu5mXVzrpK0uHCiGEEKVGTqNNMv4MkFNh6oxOxJ5g1tOd+HTFp5zXz8O/KwDQDA88KjdiyaAvuanOTeh5XZnLEY+x7Rn0oz+6Ninv+pg3/ITy65K3tvLB9XUbPAR8fXM9UicsLKzAq+Z42DyYdfssbp99O8uOLGPE7yNYPG5x4RVl1jRU/ftwVOuNsWkC+vlVAOjnVqIt64Kqfx9my7fAq0amp2e2Wprr51ClqHEhnubHo2l87ALG7EfQNm+G+Dg0y4KtWzJt06pcidUBsKBaNEfa1GbqK/9SuXy17ItaO+LRTs5FPzoD/Xxoul3K8MJq8BBWk6ehXJ08fHFKnqZp3N36bgbWH8izy55l9t7ZfLz+Y+bvm8+UoVNcxymlSEhNIORYCLP3zGbRwUXpRgvW9a3L7c1vZ3zL8bSt3rYkbkUIIUoNCZiyEdYziGAzzfS2fIpLiSPkWAjLDi9j7YCDnDl7hoCaAXjO6E05t3IMbjiYxzo9hk2Xvw4hhBDimlQIU9wzjmi+mHyR5ObJDPxlIKuOrUKhQAd3w51hjYax0krBq2J9LE2ne0D3vF8wehu2f+9Ciz/o2mQFjMPsMDnHWkGF5vLXTTcg5koNn+zCNnAGTGPGjCnw5T1tnswZNYdbZ9/KyqMrGT5rOH+N/4vONTsXuG0X73qYvf7BOjUXY8eraAlH0FBoR/4P7fjvWM1ecAY0tnJXn6sUHD+Otncv2p493LZ4McaKFWh797I9Li7NgZmPvlL+/s6pbj16YHXvzt0H3mPWvtlU8qzE6nuXUrl8tcz7rCy086vRj85AOzkXzUxIv9vNF6vRY1iN/1OgVfKuBdV9qvPLrb8wruU4nvz7ScKjwxnwywAquFdg6idTiU2JxVTpn+va5WszqvkoRjUfReeandFyMeVRCCGEBEzpZPbuZE7T29L+gBTWM4jAFVeKdS4/spz3177PupPrcFiOKyfpcOHsBdfL5UeWM3P3TL67+TtaVr22Vm4RQgghRM4y/gyQ8XVa8fZ43lv7Hl9u+pJkR7Jre8+AntzR6g5ubXorlbwqUXv5c2iaDpcKeueastAPfoG+4zU0lercZPPBbP85qu5duaoPVNSKs3yAl5sXc0fPZcSsEYQeD2XYzGH8fcffea7Hky3NWZvIUeNm9PCv0Pe8i+aIRTMTMHa/hR7+HWaVp2gaHo7+ySdoe/fCnj0EhoXh9v77rmY65XAZ5eUFvhUx3w5Cde8ODRu6/j7fWf0Os/bNxqbbmHXbLJr4Nbm6gYQj6Ed/Qj/6M1ri0avbL9/EWby7wYTiCyGLyfAmw+kZ0JPXgl/j223fEqvFwpXHj5o+Nbm9+e2Mbj6aLrW65H20oBBCCAmY0snh3cnLhSnTLgeb2Q9IEfERvLDiBWbuvjIMvFGlRvSv35++9fsy/7f5jL1rLMmOZI7FHCMoJIjNZzbTZXoXXuv+Gi90feGqlS6EEEIIUXxyWugjMxlH5WR8rZRi9t7ZvLTiJU7FnQKgeZXm3NnqTsa1HEeAb0DBO54cgbHpIfSzf7s2WZU6YN7wE5RvXPD2i4Hb+DsZ6EjFbfydWL/nvfh1ZtMTy7mVY/6Y+QyfOZy1J9cy+NfBvNvnXTrW7EiLKi1wN9wL1mnLgqgoiIhARbTDjH8XfevPaDs3oJ1UaKdOYUt5kXsB0qwQ5JFFc6pePVTz5s6PFi2gRQv0l18Bdw+wTNR996U7fubumbyz+h0AJg+eTO96va/szGYKHFwarVRnDKrevajKna+JADKnEW755evpy+Qhk5ljJqOZKSjdxpbe/6WCewV83H1kpJIQQhSQBExp5VAfKacfMC1lkdg8kdbftuZi8kV0TefxTo/zeKfHaVCpgeu4bWobQxoNAZyjpuro3fg5YAeLfc/yVuhbrDiygr/v/FumzAkhhBAlJONCHxlltrJZxjed0r7efX43z/zzDCHHQgCoX7E+H/f/mJsb35zlL7WZvbGVHe3sPxgbH0BLOefaZjZ9FqvV26AXMEApRlpMDH2U5Ry9lQ8Za2YaY8dBTAy+wOJKlRk0+AY2nNrAxL8mAs4pia2qtuKpG55KX8A5TWikRUQ4/zx37srrc+dcf3LuHJrDkUlvsqY0jShfXyrddJMrSPpm9Woe/vRT8Pa++gRb5j8Xbji1gQmLJgDw7A3P8kC7B3KeAoeGqj4Aq97dqFojwPDKU9+LWlGPcLN5+mJoOqayqFW++IrcCyHE9U4SjDQyK7aYWymOFO5ecDfzD88HnMsHTxkyhQ41OmR/YkwMY3SD0WEt+Pnj93li6ROsPrGazzZ8xvNdn8/HXQghhBAiP4KDg7Nc6COj7KbApRWbEst/V/+XyZsn47AceNo8ebHrizzf9Xk8bZ7ZnpvrVdMcCeg7XsE4NNW1SXlUx+zyPcp/QO7aKERFNfok32JinDWggPLRiSwau4hPNnzCxuPridmzhQbH4mgdsRVryr1c8PkU/wTyHRplRmkaBPiTUCUSn5p2qAXUBmoaxPn2pcKgKeBeCYBT4eGZh0uQ6Ruhx2KOcfvs20kxUxjeZDjvdpmAvvvt7KfA1bsHK+AOKFe7wPcmhBBCpFWmA6bMhr/n54eipNQkxvwxhr8P/4274c67fd7Nc9FuDY07Wt2Bw3Lw0KKHeHv124xoMiLz+fNCCCGEKFRtQwPx2RdFvBFCWM+gXAdIWVFK8evuX3llxSucTTgLwIgmI/i4/8fUq1iv0PqtRf7rHLUUH+7aZvkPwez8HXhmUeC5iBVnfaVcczggPg5iY6n8zMv8d8cOtF270JIyLlm/PU/NKpsNqlWD6tU5EBND4+7dUdWrQ/Xq7I6MpPnIkdCsGXh50XjZM9xp38eLSeupphLRcFAveS7qrxCsFm9gNXw422tlfCM0NiWWkb+PJCHpHG/UrsMblaNwW9r86j66psDdg6rc5ZqYAieEEOL6VKYDpsyGv+f1h6J4ezy3zb6NkGMhlHMrxx+j/qBf/X757tPdre9m5u6ZLD+ynIlLJrLsrmVSZFAIIYQoRJffYAJcbzJlnFZVEJGJkdy78F7+OfwPAI0qN+LTAZ8yqOGgArftYtmdI1X2fYyGswi4Mryw2ryP1fDR6y5EyMsbgBXjkrlp9xmaHT6P8e0YtHXr0JLTBEkH9md7vkMHVa0aNv+arrBIXQqR0r3294dKlUDXnQHlpRFvl9+0nBkYSFD7K4XELU3nV89WzHVvxMEaldD3f4ZmJaPZozC2P4N+aAo9qtRCPzgZdDeU5ga6DTQb6G6guzGmqxva8d+wHInM3PQFz+t7Gd1Aw1s/AZEnXNe61qfACSGEuD6VuYApLCyMpk2bFkpbF5MvMmLWCP499S/l3cuzcOxCutXpVqA2NU3j6yFf0/679qw+sZpp26bxcIfs39ESQgghRO5dfoPp8ueFacuZLYybO45jMcfwsnnxWvfXeKrLU3jYsirnnA8xO7FtuB8tZodrk1X5Bswu06F8KRz5nGHql/L1JdiRSn/blQVPcnwD8MwZ9IUL0ebPZ3fwSmyWyvGyqmFDVJs2ro+EOv6MXPUIq+J20bhKRULvXUplr8ynSGaUWd2nvqaJMXgI+Pq6VicGSNDcsVq9jdXgIYydb6Af/w0ALe4AQ/wPwPbgLK/TDmCD8/PHdaACwJV7lSlwQgghSlKZGxoTFhZWKO1cSLzAoF8H8e+pf6nkWYm/7/g71+FSunfhfH1ZWc4LfH1dm45sO8J/e/8XgFdWvsKJ2BMIIYQQ4tr2/fbv6TWjF8dijtGoUiPW3LeGF296sfDCJWWi7/sY2/KurnBJaW6Yrd7G7BNcOsMlLk39atnCFcKk/vYL/zRpTOpvv2R/4pEj6J99htGrF7Z69TCeeAJ9xYqrwiWl66gKvqhatbGaNMWxahWpkZE49u7FnDUL67XXUMOHU65dZ354YBG1fGtzIOoAw2cN5+jFo/m7qZgY+iYmOWs/xcRkfky5AMwbfsTRby2W3035uw7OKXBmgwk4+q7GMWgnVrMXy1y4FBycdSiXGT93H2ofSM51AX0hhBC5U+YCpsJwNv4s/X/uz7az26harirL7lpGp5qdcn1+2nfhMv5QBRASEsKjHR+la+2uxNnjePyvx1Eq53fihBBCCJE/BfmFM9mRzCOLH+HRJY9iN+0MbzKc9fevp3W11oXXwfhDGMH9MHa+imbZAVAVWuLovxar+cvOqVTXostvpFlmujfT8m3vXvR338XWpQtuTZtivPgi+vr1aGl+TlL167Omc2ccv/xC6q5dqF69UV1uQDVvAbVro7p2hfLlM22+ZvmaLBi7AF8PXzad3kTHaR2ZsWNGjj+H5eb7J6tjVOXOmH2CGVZ+FI94D+GxcgNxdJ6Go+NUzA5fYrb7FLPth5it/8f+Wvfz9HmNhyNgQaXbcXRfgGP4cayOX6H8brjupkbmVkhISJ6OD+sZRP+zlXNfSF8IIUSuXKM/jRQN91FjGKhruI2/E+v3mTmfkIkTsScY9OsgwqPCqelTk6V3LKVZlWaF3FMwdIOpQ6fSeXpnlh5aym+7f+OOVncU+nWEEEIIkfmqcFeNOM6wglfv3r05evEo4+aOY+vZreiaTlCvIF7o+kLh1U9UCv3wNPSwF11LzSs0rKbPYrV8C4xCnHpXBMxZM7GCgzFzmOKWZY0lpWDbNvR589Dnz0fbn3n9JNW8Odatt2KNHAlt25IYEoK6fM08hi6tq7VmwwMbuP/P+1l/cj0PLXqIxQcX8/WQr/Er55fpObkpCh/WM4hgM5g+PTP5Wmgam2012KbpmMri83r3OO8rzSF7zu+h1+JexKQo7mp9F0P6TXeuUCeEEKWAsiyOrFjBlilTqNunD12eeKKkuySKQNkawWTo9ImPR8tqqHIODkcfpt9P/QiPCqeub11W3L0i/+GSsiDhGNq5YIZ2b+D8ASqD5lWa81r31wB4btlznEs4l79rCSGEEGVcXqfQQM4jju0Bdm78vxvZenYrVbyqsHjcYl666aXCC5eSTmOsGYGx9fEr4ZJ3fczeK7DavHfNh0uX5WYBlXTHmCb1T53C9sIL2Bo3xu3GGzE++OCqcMnq2BHznXdI3bEDR1gY1ltvQbt2oGkFXsmuQaUGrLhrBUG9grDpNubtn0ezKc2YuGQiq4+vxlJW9g1kMXIrr/06HnOcrzZ9xeBfB9NpeidiUmLoVrsbU4ZMQZNwKU/y8/8AIUTBJUVHs/GLL/imVStmDhvGwUWL2PL11ygrh/+PilKpTI1gwrQI9vFJVzQyN5RS/LjjR15a8RLRydE0qtyIv+/4mzoV6uR8suWAhMNosfvQYveixe2D2L1osftdPyx2B9Rf72L5D0bVGIybluo6/fkbn2fO3jnsPLeTZ5c9y88jf85T34UQQoiyrm1oID77oog3QrKdEpPTSmWX91vK4v217xMUGoRC0alGJ2beNpMA34DC6XDyWfRD36If/AotNdq12WzwEFabD8At8+ldpVpqKlpICNr8+dgWLuQ/ERFXHaI0DdWtG+rWW7FGjIC6dYu0SzbdxivdXmFQg0Hc/+f97L2wl+nbpzN9+3QCKgQwrtU4xrccT8uqLYH03z/mrJmsDAykV1D+pmCdSzjHvQvuZcXRFem2d63dldmjZhdu0fhSxlVAfey4dIFvTkJCQgocPAohci8iLIwtU6ey69dfcSQlpdsXfegQh5cto+GgQlxdVVwTylTAZJ/zOxGzZ5M6ZgxGzocDsD9yP//56z+sOr4KgA7+HZg/Zj7+Pv5XH5x4HC1ygzNIit2LFrsP4g+6aiVkR0s4gnFoChyawuvNbRirdznDJv/BfDfsO2764SZ+3/M7Y1uMZXiT4Xm4ayGEEKJsy7jCV1Zy+uWzT58+JNgTeHDRg8zdNxeACe0n8MmATwrlF34tagv6wS/RTsxGU1febFKeNTA7TUXVGFLga1xTkpLQli1zTn1btAjt4sWrDlE2G6pvX6yRI1HDh0P16sXezQ41OrBtwjZCj4Xy2+7f+GPfHxyPPc6H6z7kw3Uf0rZ6W+5odQdjO41Nd15OgWVGfu4++OyOIrK+RY8fe3Dk4hE0NLrV6cbwJsMZ3ng4jSo3KsQ7K6ViYuirG87RYUKIa4ppt7Nv7ly2TJ3KyXXrsj027P/+TwKm61CZCpgA2rZtm6vjUs1UPlr/Ee+ufRe7aaecWzkCewbyROcnsF0upJlyAe1cMNq5EPRzwWjx4blqW6GBdwNUhaYon0ZoMbvQzq92/TDppjvg7FI4uxQD6OLbih/bDeaebUt4YukT9Azoia9nIRTKFEIIIcqAy7+4x7esnO71scbueSrqfSL2BLfPvp3tEdtx092YPHgy97e7v2Cds1LRTs1HPzgZPXJ9ul1KM1AB4zHbfgQemdf+KXWSk9Hmz3eGSkuXoiUmXnWI8vRkV61aNH3tNbRhw6BSpRLoaHq6ptO7Xm961+vNZwM/Y0n4En7d/StLw5cSFhFGWEQYL694mb71+jK+1XhGNh2Z59EyYT2DuG/lfRxMWsLF5Is0rNSQeaPnFUmtTyGEKEyxJ06w9bvv2P799ySey76sS5UWLeg4cSKt7pD6wtejMhcwpeXn7kOkPf6qHy73nN/DA38+wNazWwEY3HAwXwz6gno+VdAilqGdC0aPWOlaIjgrSnOD8o1RFZqhKjRHlW+GqtDMuYyw4ZX+4NQ4tHMr0c8sJe7A7/i6xbl2aTG7uItddKrvzkvnTvPyipeYMmxq4XwRhBBCiOtcxuLKrtd5CAD+Pfkvo/8YTURCBFXLVeX323+nW51u+e+UPdo5De7QN2hJJ9PtUu6VsRo8iNXwUSiXi+n4pYHdjv7DD+jvvYd26tRVu1WFCqihQ7FGjsTRvz/bFi+m8ZgxGEZux5wXXHDwle8JY+w4iIkBX9+rpmF5uXlxe/Pbub357UQmRvLHvj/4ddevrDu5jhVHV7Di6AqeWPoEw5sMZ3zL8QxsMBA3I+vyDHbTzuHowyw/spxZHrMwk01uqn0Tc0bNoUq5KkV6z0IIkV9KKY4GB7NlyhQOLlqEMrMeVajbbDS55RY6TpxIQI8eUkPuOlamA6aMdRhMy+TzjZ8TuCqQFDOF6p4V+bH7RPqX09G23ocWtRFNOTJtS2luKL8bUdV6oSq2QVVoDt4NQM9lvSe38qhat2DWuoUP/qxK0DOj0M8uRTu1AD1qEwDNbHYW1IQNUd+z9+hQmtcbUaD7F0IIIcqKjGFSXsKlGTtm8Nhfj2E37bSu1pq5o+dS1zef9X/sUegHPkc/OBnNEZdul6rQErPxf1AB48FWLn/tX2scDrRff8X473/Rjh5Nt0tVqYIaPhzr1ludK755XJpmaJq5HnGeK76+EBPDSh+fdKsAZpSuRk9MDOiG889s+JXz4+EOD/Nwh4c5HH2Ymbtn8uuuXzkQdYDf9/zO73t+p4pXFUa3GM2o5qNIMVM4GHmQg1EHCY8O52DUQY5cPJKuaPiYFmOYdvM0PG2ehXL7QghRmFJiY9nx009snTqVyCxW9rzMp0YN2j34IO0feojyNWsWUw9FSSrTAVNah6IP8fCfD5Jwfh1PVoCxflVob8SjH3sv0+MVGlRsh1W9D6paX1SVbmDzLqTeaFCxDVbFNtD0BaxzK9B3BbqCphs8IXrzvVBlM/g0LKRrCiGEECIt0zJ5Lfg1PtnwCQAjmozghxE/4JOHaXUuKZHoBz5DD/86XbCk0FA1h2E1fgJVtTdcL+/qWhba7NkY77yDduBA+l3Dh2M98QSqe3ewFf2PopdHIGVXdLttaCA+/lHMDw3MthB8dhpUasCr3V/llW6vsPXsVn7d9Su/7/mdiIQIpmyZwpQtU7I819vNm8aVGzOmxRievfHZwluJUACgzZ5DrWPH0GbPQY0eBeS9RpYQZd25XbucRbt/+YXUhIRsjw3o2ZMOjzxC05EjMdzytsCWKN3KdsCkFCp2H+u3/Jfo43OZ72lS2bUAzAXIsHKiKt8Eq1pfVLU+qGq9wL1y0fdR01DV+2NW64d1ZhHJm5/AJ+U0lVQCVsgAzD4rwLt+0fdDCCGEKCXahga6psDnNyyITYnl7vl389ehvwB4pdsrBPYMzPsv/ikX0gRLV4qMK80Nq/69WE2fu77eLFIKbeFCjKAgtF270u2yBg7EeustVKdOJdS5rOW2EHxuaJpGxxod6VijIx/0+4CVR1fy665fWXZ4GZW9KtO4cmOaVG5C48qNnR9+jfH39pcpI/l0ORycvvy5LJ95NXoUp3btdIVLkLdRjEKUVWZqKvvnz2fL1KmcWL0622PdvL1pdeeddHz0Uaq1alVMPRTXmjIXMLmlRqAf24RxIQTr7HLcUiLoBZDJ4CPlVQtVrQ9WtT6oan2gXO3i7u4VmoaqORxjQCf2zWtAMzcTPekkWshAHL2Xg3fRLtUrhBBCXMvS1s+JtMdjaDqR+QwLwqPCuW32beyL3IenzZPvhn3H2JZjcz4xrZQL6Ac+RQ+fkkmwdD9Wsxeur3+7lUL75x/0t95C37Il3S6rRw+soCDniKXrSNrvuazYdBsDGwxkYIOBxdSrsudyOGhc+vyy3Pz9CCEyF3f6NNumTWP79OnEnzmT7bF+TZvS4dFHaX3XXXj6ykJUZV2ZCpjcV95Ei5jtrtcZ34NU7pVRVXuhqvfFqtYbfJpcc0PVbV41+KXKA9xx/juau4OWeAzbqkHOkKkkAzAhhBCiBKWrn1MAwUeDGT9vPFFJUdT0qckfo/+gY42OuW8g5Tz6/kvBknllCoHS3LAaPOAMlsoFZNNA6aOtWoUeGIieYUlqq0sXZ7DUt+819/NUYSis7zlRNOTvR4i8UUpxfPVqtkyZwoEFC7AcmdceBtB0ncbDh9Ppsceo27u3jMAULmUqYNITDqV7nWDBDsuX+k0fxK/+WKjYFkrBnPdb2j5M3x++Y1VtaOIOWsJhbKsujWTykuJpQgghypbCqJ8DMHXLVJ755xlMZdK5Zmdm3z6bmuVz+e9qynn0/Z+gh09NHyzp7lj1LwdL18mKcJdoGzY4g6WVK9NtV23bYr71Fmro0OsyWILC+54TQoiSlhIXx65ff2XLlClc2LMn22PLVatGuwceoMOECVSoc339myYKR5kKmCwMNiUb/J1gsirZoF+n13j2ppex6aXry9C2eluq+bWhz8kd7GlSBV/HBbT4cGwhA3D0WQGe/iXdRSGEEKLYFLR+TqqZyrPLnuWbrd8AML7leKYOnYqXm1fOJyefQz9wOVhKdG12BksPXgqWrrMRxtu2YQQFoS9Zkm6zatYMMzAQdeutoF/7b9il5efug8/uKOJb5q6+ZmHWbBJCiJJwYe9etnzzDTt/+gl7XFy2x9bu2pWOEyfS7LbbMNzdi6mHojQqXclKAdU6bBKRYtK6amu+H/89basX4hK4xeyu1nfx4ooXuSeuDvOrlEdLOIIWfxDb5ZpMntVKuotCCCFEschrOJBWZGIk4+eNJ+RYCBoa7/R+hxe6vpDzcP/kCOeIpUPfZAiWPLAaPIjV9PnrL1javRvj7bfR581Lt1k1bIj5+uuocePAMEqocwUT1jOIwBWBBE2U0UilnTF2HMTE0NfHB2PsONcqgkIIsBwODvz5J1umTuVYcHC2x7qVK0fL8ePp+MgjVG/Xrng6KEq9MhUwpWDwUJOHmDRiEl7uuXhX8ho2ruU4Xl75MgtPbuNg339oHDYBLfEYWtw+Z02mXn/JSCYhhBBlQljPIILNYPr0dNZb8XP3ca0il5095/dw2+zbOHzxMD7uPsy4ZQY3N745+4sln00TLCW5NjuDpYewmj0PXrUKfE/XlIMHMf77X7SZM9GUcm1WdepgvvYa6u67oRQsQy3L0pcRMTGgG/RNTALLLOneCHFNSDh/nm3ffce2adOIO3ky22MrNWpEx0cfpc099+BZsWLxdFBcN8pUwLTh/g0knU3C3bgGhvVZFtrmzWj//APnzqHFx0NcHCQk8Mjevdj+/BMSEpzbPD1RLVqgWrZEtWwJLVvi36wZAxsMZOmhpfxwKJigXn9jC+mPlnQSLXY3tiVNUQHjMRs9BhXblPTdCiGEEEUqbTHf3NTE+Sv8L+6afxdx9jjq+dZj7ui5tKqWzbLKyWfR901CP/xthmDJM02wdJ3VQTx2DOPdd9FmzEAzr/yirvz9sV5+GevBB8HDowQ7mDdS8FkIUdZEHTzIhs8/Z+eMGTiSk7M8TtN1Gg0dSsdHH6V+//5opWyas7h2lKmAqU6FOhw4e6DkOpCYiLZyJfqiRWiLF6NFRGR6WF2AU6fSbdNOnoR//nG9VprG77WrsqIcHF/7NTx+A44Of2Dbcita8mk0MwntyPfoR77HqtIDq+WbqGq9ivDmhBBClBUZl//O6fW1RCnFpxs+5ZWVr6BQ9AzoyczbZlKlXJXMTzCTnSOW9n1wdbDU8GGsps+BV41i6n0xOX0a/YMP0KdNQ0tNdW1Wfn5YL7yA9eijUK5cCXaw4NqGBrpGuUmR7rJBRrCJsuTk+vX8+8knHFi4ENKMPM3Iy8+Pdg88QPsJE6hYr17xdVBct8pUwFQiIiLQlixB//NPtBUr0JKScj4HUF5e4OPj/IiORrt4Md1+TSnKnzjHSID9MbBsJErToFUzrGZ+aLUOojVKhkqgX1iNtmoQVuu3sZq+cN2u6CKEEKJ4pF3+u21oID77oog3Qly/qBfH8uD5CbGSHck89tdj/LzzZwAeavcQnw36LMuRzdrZvzG2PYMWH+7a5gyWHsFq+uz1FyydP4/+8cfoU6agpXmnW/n6Yj3zDNYTT0D58iXYwcITaY/H0HQi81Ck+1oOTssUX19WmiZ9L9X7ulyD7Vhj92ynxcrfnbjeWabJgQUL2PDpp5zasCHbY2t26ULHRx6h+ejR2Dw9i6mHoiyQgKmwKQV79zpHKS1ahLZhQ7p6Ba7DvLxQ/ftjDR8OrVujfHycP7T5+PDWRx/x1jvvpG/zzBm03btdH+zejbZnD1rilcKimlKwcy/azjSn+ruhNUlFa2phnH0dLXITZpfvwe36+AFRCCFE8TLGjqOvabqK52ZcTSvj/qKQWaiVk7PxZxn9x2g2nNqAoRlMGjCJiR0nZl7MO+EYRtjz6KcWuDYpzcBqOBGr+YvXX43D6Gj0Tz9F//JLtIQE12bl7Y31xBNYzzwDlSqVYAevDcURnIqcmbNmsjIwkF5Bzmf/qgLtXzmLfK/08XGFUEJcz+wJCeyYMYNNX3xB9KFDWR6n22y0GDuWzv/5DzU6dizGHoqyRAKmwmBZaP/+i7ZgAfrChWhZPNiqenXUsGFYw4ej+vYFr8wLjauMc141DWrWRNWsiRowIN11N6//g0++vpO+J914OKEZ+s5d6QIt7WwqnAVCna913wVoLetiDZiA6tgH1bo11Kwpo5qEEELkTkwMfXUj6+K5Oe0vZsmOZP4+9DfP/PMMJ+NOUtGzIr/d+hv96ve7+mAzBf3Ap+h730s3Hc6q0gOzw+fgm02NptIoLg79yy/RP/0ULSbGtVl5emJNnIj1/PNQtWoJdrB4yRSq0iO7v6vLwXbaEEqI61F8RARbvv6ard98Q1JUVJbHeVSoQPsJE+j0+ONUqH2drW4qrjkSMOVXaipaSMiVUOns2UwPUy1bYt18M2r4cFSnTlCYBdN0nY43jWJL2OvMuXgE71ueZ3ztoWjr16OtWYO2di3apk1odvuVc2JAWxePse5T4FNnHytVQrVqhWrdGtWqFVz6HG/vwuurEEIIkQfZTUfKaUn5pNQk/j78N3P3zWXxwcXE2eMAaFK5CfPGzKNx5cZXnaOdXYbx/+zdd3gUVdvA4d/M7KYXakhCIPTeO4J0QWwIKKAIvoiioCCKBX3ViL762bAXUBQVFRDpUpXepDfpoROSEEJ62+zM+f7YZElCErJpm5BzX1fI7pmZM2eW7Cb77HOes38ySuIpe5twrYHe+j1E7YdvrQ9ikpNRZ8xA/fBDlOhoe7MwmzEefxzj5ZdtHz7dwjKnVSU2r2Jvk9lJ5Yf8v5IqsqvHjrHrs884/Ouv6Glpee7nU6sWnSZNovWYMbj6+JTiCKWKTAaYHJGcjLJ2LerSpbYi3TnqIgEITUPcfjvinnsw7r4b6tcv0SEpisLIFiP539b/8cuhX3io+UOIO+9E3HmnbYfUVNtqdVu3omxai7J9O0qKkb2PmBiULVtgy5br1+HqiujbF2PwYMTdd0O1PIqfSpIkSbc8Z9SecXQ6UpIlidWnV7Po+CJWhq4kKf36VK+a3jV5sOmDvNr9VSq5Vcp+YPJFtIMvol5aZG8SqBgNn8Zo/gaYfYt6KWVHWhrq99+jvvdetg/GhKYhRo9Gf/VVCA524gBLz82ClJIkSWWJEIILW7aw8+OPCV25Mt99a7RpQ5fnn6fJ0KFoZnMpjVCSbGSA6WZiY1FWrLAFldasybVIt3BzQ9xxB8agQYh77oEqVXLpqOSMbGkLMK07t46whDBqete8vtHNDdG9O6J7d5g6FdLi0RY8jLprLVwELoIIc0WJzh79VtLSbMXJV660/eHZpw/6e+9By5alem2SJEmS82UL9uQosFsSWm8Owcv/Gks2h+RbYynRksjK0JUsPLaQ1adXk2K9/js62DeYIU2GMKTJEDoGdkRVcmQQGxbUk5+hHn0HRb9ez9CoepttOlyl1sV+XU6Tno4yZw7aO++gXLxobxaKghgxAv2116DhjVldklReyOmN0q1KT0/n+B9/sOvzzwnfuzfffesPHEjn554juGfP3OsLSlIpkAGm3ERE2FZ9W7oUZf16FKv1hl2Ejw/irrtsQaUBA2yrvZWQm31yXL9yfW4Luo3tl7Yz78g8pnSZkndnrj7oI5cjOn2OemgqitBRSEPotdG9X0U5l4Jy6JAtmHb5MgCKrqP89RfKpk0Yb75pK/YpiyZKkiRVSDkL7FZ18bIv915cchYOzyo+LZ4VoStYaFrIJ59+Qqr1+mpndSvVZUiTIQxtMpT2Ae3z/ANbiVyPtn8SSsJJe5tw9UNv9X+I4Edunelwuo4ybx7a//53Q31IY/Bg9DfegObNnTQ4SSo+csqcdKtJuXaN/d99x55vviEx4z1ZbjQXF1o8/DCdnn2W6vL1XCoDZIAp09mztiylpUtt08hyW/mtenXEfffZgkq9e4Ora6kMrSDTBEa1HMX2S9uZc2gOz3d+Pv+otaJgNHoWUak12j8jUdKiULQLaGnPod/zDcbTM22Fy3fvRlm8GHXhQpTz51EsFrRXX0VZsQL9+++hXr1ivlJJkiSprLlZNlFBV3EritjUWD5Y9gHHlGP8deYvLLoFNMAKDSo3YEhTW1CpTY02+f/+SwlDO/Ai6qU/7E0CFaPBeIzmIeBSqcSvpVQYBsrixWjTpqEcP5590113oYeEQNu2ThqcJEmSlJerx4+z+8svOTxnDtZcZs5kcqtcmXbjxtFhwgS8AgJKcYSSlL+KG2ASAo4eRV2yxBZYOnAg991q17YFlO6/H3HbbaWeuVPQ5Z6HNh3K5LWTOXr1KAciD9DW/+Z/OAq/Xlj7/YO2fThqzB4UPQXTrv+gx+zFaPUeonNnROfOGG++ifrmm7ZVZoRA3bYNpX179A8/RIwde+t80itJkiTdILdsopKcjhKTEoMl/iJ68lUsiVdoEbqGk9dOZtunUZVGVLtSjc+e/IxWfq1uPhXASEc99QXqkbdR9Ou1mYyqXdDbfQ6V2pTAlTiBECgrV6K9+SbKwYPZNhl9+mC8+SaiSxcnDU6SJEnKjRCCc+vWsevzzzm9enW++1aqW5eOkybR+tFHcSnBGTSSVFgVK8AkBO6HD2OaMwdt2TKUU6dy361JE4xBgzAGD7Z9wufMAEoBl3uu5FaJexvdyx/H/uCXw78UKMAEgEct9N7rYf+zqGdnA6Cd+gIl5gB690W24qZubhjvvYe45x60sWNRzp5FSUrCNGECxvLl6DNmgIycS1KF5owi0JLzFPX/OvPnJTIxkv2R+zkQcYC1h9cSZoRxNvZstn0zQ0sm9yq4VG7A1rtm0Lx6c958801a17hJnSTDgnLuF7TjH6IkXZ8iJlyq2abD1RkFOWszlUdCoKxfjxoSgrprV7ZNRteuGNOmIWSNmiIpaF0wSZKkgrKmpvLv3Lns/vxzoo4cyXffoG7d6DRpEo3uuw9VliqRyrAKFWBybduWRidP5rrNaN8eMWgQxqBB0LRpKY/suoJmLOVmVMtR/HHsD+Ydmcd7fd7DrBVw1QDNDb3DTIwqHdH2PYsi0lGvboGdj6J3WwiK7UVMdO+Odc8etJdeQv3+ewDUVatQ2rZF//JLxAMPODReSZJuDa03h+B1/BqJ2kb7Gy8ZcCq7nPl/I4Sg/pKHSQzdQ+LeaKy51FgCUF19cPHwQ/Osxrxu/2XMySWYXbzQhUELvxY3P5GegnrmB9QTH6OkZClqjYpRfxxGi2ngUrm4LsuplG3bbIGlzZuztRvt2tkCS/37y0zjYpBfXTBJkiRHJEZEsHfGDPZ/9x3JUVF57qeaTDR94AE6PfssAe3bl+IIJanwboGP7QpOCQ+33xaqitGjB/r06aSfOoW+YwfG1KlODS4Btoyl5BSIi3P40Dvq3YGfhx9RyVGsPp1/emVuRL3H0XuvR5htf3Sr4StR/30z+07e3ujffIN1yRJEjRoAKNeuYXr4YbTRoyEmxuHzSpJUvkVbErnUyI3oLG+8Nm7c6LwBVXAbNmzId3uJ/9/4+rLewx18fbM174/Yzx2/3sGlYwuJTT+P1ZKIgkKjKo0Y3mw4fax9WPPwGiKfi6Ra60ep3OhuPAM7MqD+AFSzR8HOnZ6AevwjTCsaoR14LltwyfDri7Xfdox2n98SwSVlzx60e+7B1Lt3tuCSaN4c64IF6Dt22BYhkcGlwsnj51iSJKmwIg8eZPnYsXzVoAHb3n03z+CSW+XKdH3xRZ4+dYpBP/8sg0tSuVKhAkzCZCK+WzfSv/4a64UL6H//jTFxIgQHO3to1xXhDxqTamJky5EAfPTPR4hcCpXfjKjaGb3rb4iMrCXt+PsoF3+/cb+77sK6fz/GkCH2NnXePEzt2qH89ZfD55Uk6dZ2s6CHVHzyCyBpw0fQ58hRtOEj8u2jKP9f+vx5rG/eDH3+PKyGlQORBxi7fCxdfujC5gubQdHwDGhPpaZDiX4hmmMbWvDbjKu8csibfi/PpLJ7IYI/lhjUI29jWtEA7fCrKGmR9k1GwN1Y+2xF77kKKrcr9HWVGYcOoQ0dium221DXrrU3i4YNsc6Zg3XvXsSgQTKwVERZf45zU9XFi6CTqcW6eqJUvEqyVpwkFVRafDyH58zh1/79+b5jRw7PmYNuseS6b5VGjbjzyy955swZer/zDt41a5byaCWp6CpUgCnt2DHOfvUV+pgx4Ofn7OHk6mZ/0NzM5M6TcTe5s+PSDladXlWoPkSNvhitP7Df13Y/ATH7b9yxWjX0uXOx/vQTolIlAJSwMEx33406aRIkJd14jCRJFZLMaCojCpglW5T/r33h+9ikbaL/r/2pPr06nb7vxJzDcxAIHmr+EFVbjcKndndcvAPxcvGyjUXVso2rasZ0uMw373m+mU+9gnroVVtg6ejbKOm2LFqBghH0AOl37EbvvhhRtVOhr6fMOH4cbeRIzB06oC5fbm8WdepgnTUL68GDiOHDQa1Qf9qVqPwCFAd7TKNfRBVZj6kMk9O0JWexpqZyfPFiFg4fzmdBQSwfO5bz+fxerdO3L8OWLuXJQ4doN24cLp6epTdYSSpmFeuvEB8fZ4+gxAV4BTC+w3gAQjaFYAijUP0YDZ7BqDMawLa63LYHIC2XNE5FQTz0ENZ9+zD69rU3azNmYOrYEWXnzkKdX5IkSSoBN8mSVRb8gTZ8BDXPn0dZ8IdDXSekJTB5zWS6zu7KdtN2Np7fSFJ6Et4u3tTX67PtP9v4adBP+HkH3DTz42CPaVzqN93+5v2GN/PJl7jH/y9MKxuinfgIxZoAgFA0jOBRWO88hN71N6h0kyLg5cGZM2hjx2Jq0wZ1wQJ7swgMRP/yS6z//osYPRpMFaqsZrG4WYbLzQIUMkNGkqRMhtXKmbVrWT52LJ8FBbFo+HBOLF6MNTU11/01V1dajxnD43v38vCqVTQYOBBFfkAg3QLkT3EZVNQ/WF7s8iLeLt4cjDzIouOLCteJoqC3+xKjiu1TXyXlItqhV/PePygIfcUK9M8+Q7i7244JDUXr2RP1jTcgj1RQSZLKJ0emUBV0WpZU8nLLks36fykefAB9/jzCgoMRD9oWbijIVKDVp1fT9ru2fL33awSC7lW6883Ab9j3+D6uPH+FYdZhdAzsCBQx8yPxDNqe8ZhWNua2antQ9BTbuFUX9HrjsA48it7pe/Bu7HjfZcm1ayjLl6M9+SSmFi1Q58xBMWwfGInq1dE//BDrsWMY48aBi4uTB1t+OZLhktvzQGbISFLFJgyDi9u3s3rSJD4PDmbePfdweM4c0uLj8zzGw8+P2994g2dOn+bumTPxa9myFEcslaTvv/+ebt26Ubt2bWrXrk3//v35K6N0TExMDC+99BIdO3YkICCAFi1a8PLLLxOXI6P84sWLDBs2jMDAQBo2bMjrr7+O1Wp1xuUUmvy4qwwq6h8sVT2qMrnzZN7e8jZvbnqT+xvfj0ktxH+15oZ+2wKUNa1R0mNRzs2BRpPBt3nu+6sqxvjxGH37oj32GOquXSiGgfbee6irVmGdPRtaFGD1H0mSyryNGzcW/LUqLo4+qgaGXrKDkgrlZv+XB3tMI2RdCNPG3xgQupp8lRf+foHf/v0NgDq+dfj6rq/pV7effR9lwR/2jKjMoFU2vr7Xp+zlVX8w/igPBi3DtPoDFHH950hoHhj1nsBo/By4Bxbgasuoy5dRtm5F2boVdcsWlFyWqxaVK2M8/zzG00+Dl6z7U9ryex5IklRxCCG4cvAgR+bP5+iCBcRfuHDTY1STiXr9+9N8+HAaDxmCydW1FEYqlbbAwEBCQkKoX78+Qgjmzp3LyJEj2bRpE0IIIiIieOutt2jSpAkXL17k+eefJyIigp9++gkAXdcZPnw4NWrUYM2aNURERDB+/HjMZjNvvPGGk6+u4GSA6Rb1bKdn+XrP15y8dpLf/v2N0a1GF64j9wCMJi+iHf4vCgba4dfQuy/O/5hGjdA3bkR8+CHq22+jWK0oBw9i6tIF4623MJ59FjStcOORJKnMa705BC//ayzZHCLrk5Rxmf9X3/89haouXnn+f+XMrBVCMP/ofKb8NYWo5ChURWVix4m82eNNPF2y144QDz5A2L+HswWXsvaXb83BmP1ox95DCVtC20oCMtauECYfjIYTMBpOBNfqDl1zmRAejrJ+PerGjbbA0unTee4qvL0xJk3CmDxZrmgmSZLkJNdOnbIFlebPJ/rEiZsfoCjU7tHDFlQaPBiPqlVLfpCSUw0cODDb/ddff50ffviBPXv2MGrUKH7++Wf7trp16/Laa6/x5JNPYrVaMZlMrF+/nhMnTrBkyRL8/Pxo2bIlr776Km+++SZTp07FpZxkLFeoAJOu69m+lweaALD9Ue3IuD1NnkzpPIVXN77KW5vf4oHGD+BqKly0XK83HvXUVyipl1HDV5AeuQlRrXv+BykK+ksvofTvj3nsWNSjR1EsFrSpU1GWLyd91ixEnTqFGo9Uusrj80YqeUII+89EFbMn3kdjSGhWGV3X7StYZu5T2Nex8s4Zzx3zQyPpo+uow0aQPvfXXPfJ+n8XbUkkppEbasbtzPas+wD06NHDfv9i/EUmr53MytMrAWherTlfD/yaToG2KdW5XW9+/eVGif4H0/H30SJXZ+/HpSrWBhPR6z0JLpXIOGE+j0gZkZCAunUr6vr1tq+jR/PcVagqonVrjG7dMLp3x+jZEzIW0igX11oMyurvnZw/x5JU1pTV5055lRAWxrE//uDY778TsW9fgY7xb9eOZsOH02To0GyrwMn/k7Irr+dN5t+z8fHxKFlWZnV1dcX1Jllouq6zZMkSkpOT6dixY677xMfH4+3tjSmjhuLu3btp1qwZflkWI+vbty9Tpkzh+PHjtGrVyvGLc4IKFWA6c+YMAKGhoU4eScE11XUQBhiCEwWJlmfRx7sP1d2qcyH+Au//9T7D6w0v9DiqVBlHrctvAmDdPYXQuj8VbAlkd3eU2bPx/+orqs+ZgyIE6rZtmNq3J+zll4kZNKjQY5JKV3l63kglz2Kx2F+T5lUfwc/nf2Z0zxGcOHHihvtFeR27FZTmc6fptWv0UBX0LI/1wYMHad36erHrrP93XsJMpRMJnKtvopLmbm9v2rTpDf9XhjD449wffHbkM5KsSZgUE080foLHGj2GOcGc7/9t1nPmx2wJo2bEh/gmbMzWnm6qxqqzzah7x3sYigecjQQiC/CIOInVise//+K9cydeO3fieegQSh41FAyzmeQWLUhq18721bo1RtYpcJGRtq8KqKz93snteSFJZVFZe+6UJ5bYWML+/ptLq1YRvW8fZAQZ8uNdrx4177yToAED8AoOBuByYiLI14tyJefzRlEUgoODadGiBYmJifb2l19+malTp+bax5EjRxgwYACpqal4enoyZ84cmjRpcsN+0dHRfPjhhzz66KP2titXrmQLLgFUr27L0o4sR38HVKgAU7169Th9+jQNGjRAKydTtEyaBpoKukHjxo4XLX019VWe++s5FlxcwOt3vp4t+uoQYwrGuvmoCcfwTDlEU+8TGDUdCA7NnIll1CjMjz+Oev48WnIytUNCCKhWDf2xxwo3JqlU6LpOaGhouXreSCXPxcUl22vSHXfcke1+1u1FfR0rr5zx3MntsZ43bx7Dhg2z75P1/+ZI43eYtmUaIU+FZOsn5//TyeiTTFw9kW2XtgHQObAz3wz8hqbVmhZoXDl/Xm6gp6Kd/ATT6Q9QjOsr7gj3Wlgbv4AePBqXLf/QsFnbAp3PGZRz51BXrbJlKG3ejJJHkVehqoh27TD69sXo3Rujc2dMbm74AnICnE1Z/b1TkV6/pPKprD53yjpLYiKnli/n2IIFnP3rL4wCFFX2qVWLpsOG0WzYMKq3bFn491iS0+X1vBFCYLFY+Pfff2/IYMpLw4YN2bx5M/Hx8SxdupQJEybw559/ZgsyxcfHM3z4cBo3bpxnoKo8q1ABpswfGE3Tys+LrpLxj0Khxvxo60d5Y9MbhMaEsuXSFnrXKWQBcU3DaPU/1G1DATAffQNr0H3gSPHwnj3R9+2DF15AnT0bANPEiSj+/oh77y3cuKRSU66eN1KJar05BK+AGJZue8tes6dv377Z9undu/f1n5civo6Vd6X63MnlsVYUJdv5s/3f5HI/q3Q9nen/TOedre+Qpqfhafbk7V5vM779eDS14NeU3zmU8JVo+6egJF2vQyTc/NFbvIUIHgmqGY0bf8bKBF1HWbUKdeZM1DVr8txNNGiA0bcvom9fRM+eULkyYPvvqnjPiIKTv3ckqXDkcydvwjCIPnmSy7t2cXn3bi7v2kXkoUOIAkxh86henaYPPECz4cMJ6tIFRZULst9Kcj5vMqfI+fj4FDiA6OLiQr169QBo06YN+/fvZ8aMGXz66acAJCQk8MADD+Dl5cUvv/yC2Wy2H+vn58fevXuz9RcVFQVAjRo1Cn1dpa1CBZgqIi8XL0a2GMmMfTOYuW9m4QNMgAi4B6NaN9Sr21ASTqKc+wlRb6xjnXh7o8+cifD1Rfv0U9sqcyNHoq9ejbjttkKPTZKk0hNtSSS2kRu6JTHPfbKtSubry3pdp4/8Y7fU5VZwPeeKcXmtILcvfB/jVozj0JVDAPSv15+vBn5FsG+ww+PI9RxJZ9EOTEG9/Ke9SSgaRsOJGM1eA7OPw+cpNZGRqLNno86ahZLLCkKienVE7962oFKfPhDs+GMmSZIkFV1SVBThu3cTtnMnl3fvJnzPHlJjYwt8vKuPD43vv59mw4dTp3dvVJN8+ywVnGEYWCwWwJa59MADD+Di4sJvv/2Gm5tbtn07duzI9OnTiYqKsk+N27BhA97e3uUqg1Y+QyqAx9s9zox9M1h2chnhieEEeAUUriNFwWj5LuqGngBoR97CWvshMHk43JXx3nsokZGoc+eipKaiDR6Mdf16aN68cGOTJKnM0ufPY31ICD2nyRXlSltBgoE5Jacn89aWt/h056cYwqCKexU+6vcRI1uMLJ4pAHoq6omPUI9lnw5nVO+B3vZT8G1R9HOUBCFQtm9HnTEDZdEilPT07Jvr1MEYMwZj4EBo1QrkJ9uSJEmlypqWRuSBA4Tt2mXPUIrNqMHrCJObGw3uuotmw4fTYOBATDkCAZKUm2nTptGvXz9q1apFQkICf/zxB1u3bmXhwoXEx8czdOhQkpOTmTlzJgkJCSQkJABQrVo1NE2jT58+NG7cmKeeeoo333yTK1eu8M477/D444/ftKh4WSIDTOXQhg0b8vzEOTet/FrRNagrOy7t4MeDP/JKt1cKfW5RrStG4H2ol5ehpIajnvoCo+nLjnekqujffQdRUah//40SE4Pp3nuxbt4MQUGFHp8kSWVTzmXupbJp47mNjF81ntMxtulqw5oN4+M7PsbP0+8mRxaMbTrc8yhJ1//gF24B6K3fQ9QaUbDFI0pbQgLq3Lm2wNK//2bbJBQFMXAgxpNPIvr3B5mlJ0mSVCqEEMScPm0PJIXt3EnkwYMYOYL/BaVoGvXuuINmw4bR6L77cPUpw1m0Upl09epVxo8fT2RkJD4+PjRv3pyFCxfSu3dvtm7dyp49ewBo165dtuMOHjxI7dq10TSNefPmMWXKFAYMGICHhwcPPfQQr776qjMup9BkgKkc2rhxo0MBJoAn2j7Bjks7+H7/97zU9SWHamfkpLd8G+XynygYqMc/xKg3FlyrOd6Riwv6/Plwxx2o+/ahXLqE6Z57sG7YYK9PIUnSrcHR16yKwtEPDHJqvTmEaEsiVV287FPgCiM2NZZX1r/C9we+B6Cmd02+uPML7ml4T6H7zCbpLNr+51HDV9ibyvx0uCNHUL/9FvWXX1AyPmXMJKpVw/jPfzCeeALq1nXSACVJkiqOlGvX7DWTLu/ezeXdu0mJji50f16BgQR27EjNTp0I7NSJgPbtccm6gqckOeiLL77Ic1v37t2JiYm5aR+1a9dmwYIFxTmsUicDTBXEA00f4IW/X+BC/AVWn17N3Q3vLnxnPk0RdcegnP0exRqPeux9jDYfFq4vb2/0ZctQevZEOX0a5ehRtCFD0FeuBHf3wo9RkqQSU9XFC68j10hsXsXZQyn3cn5g4GjAKdqSiKaoRDswBS6npSeWMmnNJMITwwEY13Yc7/R+B1+3YljTTE9BPf4R6vEPy8d0OIsFZckSW2Bp8+YbNhtdutiylYYOBTllQpIkqUToFgtXDh++PtVt1y6unTpV6P7MHh74t2tnDyYFduqEj5wxIUklQgaYKgg3kxuPtnqUT3Z+wnf7vytagAnQm7+GcuE3FD0F9fQ3GA2fBs86hevMzw/rn39i6tkT5coV1G3bYNQo9HnzQBbSk6Qy52CPaWzQN9C7h8xKKorcCnAXJEO1qFlPmSISI5i8djKLji8CoEGVBsy8aya31769yH0DKJdXoB2Ykst0uPcRtYaXrelwFy+izpqF+sMPKJGR2TYJDw/EQw+hjxsHbds6aYCSJEm3JiEEcefPc3nXLntAKWL/fvS0tMJ1qChUa9LEHkiq2bEj1Vu0kMW5JamUyGdaBTK2zVg+2fkJq0JXcT7ufKFWArJzr4nRcCLa8Q9QDAvakWnonWYXvr/69bEuX46pb1+UxETUZcsQkyZhfPVV2XoTIkkSIKe8FYfCFODWho9A1XW0GTPR588r1HmFEMw5PIcX/36RmNQYNEXj+S7P81r313A3F0PmaOIZtAPPo4avvH5OxZQxHe6/ZWc6nGGgrF9vq630558ohpFts2jcGOPJJzEeeQQqVXLOGCVJkm4hQghSY2KI2L/fnpkUtns3yVeuFLpPDz8/anbsSGDnzvapbm6+xZCBK0lSocgAUwXSqGoj+tTpw/pz65m1fxZv93q7SP0ZjV9APTMLxXIN5fxv0GgyVGpd+A7btkX//Xe0QYNQ0tPRZs2CgACM118v0jglSZLKooJMNbyhxlJcHH1UDQy9UOc8H3ee8SvH8/fZvwFo69+WGXfNoK1/MWTm6Cmoxz/MmA53/ZNno3ov9Hafgk+zop+jOMTEoP78M+rMmSihodk2CU1DDBqE8dRTiJ495QcckiRJBaBbLCRduUJiRARJEREkRkaSGB5OUtbvkZEkRURgTU29eYd5MLm54d+2rS07qWNHAjt1wjc4uHhWOJUkqVjIAFMFM67dONafW8/Xe77m6Q5P4+/lX/jOXCphNH0F7eCLKAi0w6+h3768SOMT/fqhf/89ptGjAdDefhv8/W2FVCVJkm4hB3tMI2RdCNPG512cuzhqLGU6GnWUgXMHEp4YjpvJjTduf4PJnSdjUov+p4By+c+M6XBn7W3CLTBjOtywshGo2bcP7ZtvUObPR8nxBkcEBmKMHYvx2GNQs6aTBihJklR2CCFIi4sjMTzcHhzKFkDKvB0RUaRi2/mp0rAhNTMykwI7dcKvZUs0s7lEziVJUvGQAaYK5v7G99MhoAN7wvfw+sbX+e6e74rUn1H/KdRTX6Ikn0eNWINxZQPCr2hTZ8SIEeiRkWgvvgiAOnEiws8PMWhQkfqVJKn80oaPgLg48PUt9NSwsiBn/aRevXqVynnTk6Lo90s/rqZcpXn15vw+9HcaVmlYtE6FgXJlI+rJT1EjVl9vVkwYDSdlTIfzLuLIiyglBWXBAtQZM1AzlgfOyujd21a0+957Qb5pkSSpAtAtlmwZRYmZgaOs2UYZbYWug1QI7lWr2jOTanbqREDHjrjLVaUlqdyRAaYKRlVUPun/Cbf/dDs/HfqJJ9s9SYfADoXvUHNFbxGCaddjtv4PvYred3uRP602nn0WwsPRPv4YxTDQHnkEffVqRLduRepXkqRyKi4OVM32vRzLWcQ7621t+Aj66DranQOLNZBmSYwg9vgShJ5G+4D2/Dn8T6p6VC18h2nRqOd+Rj3zHUpi9ilmZWY6XGgo6nffof74I0qOZYGFjw/G6NG2zNimTZ00QEmSpOIjhCA1Npb4y5eJ2rMHff9+kqOirgeQsgSPSirbyBGaiws1WrcmsHNnW/2kTp2oVK+enOomSbcAGWCqgDrX7MwjLR/hl8O/8Nxfz7Fp9CZURS10f6L2Q4gTn6DEHUaN2Ytx6Q9ErQeLPE7j3XdRIiJQf/sNJS0NbfBgrOvXQ4sytqy1JElSccisr1SUQJqvL+t1nT6aBoAlPoy4k8sRRjq3Bd3G0mFL8XUrRPFTIVCi/0E9PRPl0sJsNZYAhHsQeuv3EEEPOm86nK6jrFyJOnMm6tq1N2wWrVujjx+PGD4cPD2dMEBJkiTHZM02ypldlJSZdeSEbKO8qGYzXv7+eNaoYfvu749XjRp4BQTY2gIC7Pc1FxdnD1eSpBIgA0wV1Du932HJiSXsDNvJr//+yqiWowrfmaKht3oX05Z7AdAOv4G15v2gFnG6gaqif/cdXL2KunYtSmwspnvvxbppE9SuXbS+JUkq93JONyvu7WXBDYXAcwSQctLnz2N9SAg9p01j7Zm1xJ5cBoYVs08QK0aswNPFwcBKejzq+d9Qz3yLEvfvDZsNvz4Y9Z9ABN5X9Nf8woqMRJ09G3XWLJQLF7JtEi4uiAcftBXt7tSpbNSCkiSpwjOsVpIiI0kIDyfx8mX798Tw8GxtKVevOnuoALhVrmwPGmULHGXezvjuXrkyilr4D60lSSr/ZICpnLFPoRg+okjTJwK8Anil2yv8d8N/+e/6/3J/o/vxdi18rQxRoz9G9V6oURtRkk6jnvkeo8FThe7PzmxGnzcP7rgDde9elLAwTPfcg3XjRqiS98pLkiTd2rThI1B1HW3GzFxfC2+2HW6crlbSCvP6nbMQeNYAEuS+El2vXr1YdnIZDy9+GAwrrpXq4NNgoGPBpZj9aKe/RbkwD0VPyrZJmCtj1H0Uo97j4N2o4H0WJyFQtm2zrQS3aBFKenr2zXXqYIwbh/Hoo1C9unPGKElShSMMg6SoqFyDRVnbkiIjQQinjjVbtlGNGnhmyS7KFkyqUQOTm5tTxypJUvkhA0zlTRGXqM60YcMGJt0+idkHZhMaE8r/bf8/3u39buE7VBSMVu+irrsNAPXo/zDqPAImryKNEwAvL/SlS1F69UIJDUU5fhxt8GD0VavAw6Po/UuSVP7c7LWwmF4ri9XNxpSZnZSYCL4Fm8aW20p0UTWieHTho+hCx7VyfSo3GIhRkMwdazLKxQWoZ75Fvbb7hs1G1a62bKWgoaC5F2h8xS4hAfW331BnzEA5ciTbJqEoiIEDbUW7+/eHPLK8JEmSHCWEIDUmhoSMIFFieDgJYWE3Bo4iIjCsVqeO1eztjU/NmnlmG2VOVZPZRpIklQQZYKqgMj+5/6DfBwxZMIQvd3/JC11eoIp74bOCRJUOGEFDUS8tREm7gnryU4xmrxXPgP38sP75J6aePVEiI1F37ICRI9EXLACT/DGWpFuZEIIos4Uwt3TCzClc2j+L8OAzhLlaCHNJJey7dkQmRdKtVje+GfhNgQpYF1c2aHHS58/D2LABvQhZVT8f+plxK8ZhCIOHWzzMPt9aeB+NzZbhdIP4Y6hnZqGem4OSHpttkzB5YQSPtGUrVWpd6HEV2b//on77Leovv6AkJmbbJKpVw/jPf2xFu+vWddIAJUkqbbrFQkpMDGmxsaQlJKBbLBjp6Rjp6eg5vhvp6ehW641tObZn7SM1Lu56MOnyZafWOFJNJvtUtKzZRva2jC+3atU4ff48jRs3RpNBdkmSnEC+M6/g7m5wN638WnHoyiF+OvQTz3V+rkj96S3eQglbiiKsqCe/wGjyEqjFVMSvXj2sy5Zh6tcPJSEBdcUKeOYZ9G++kXU1JKkY5VabqLD1itL1dMYsH8Pe8L1Uda9KNY9q+Hn6Uc2jGtU9qtu/PMwehCeGcznhMpcTLhOWEGa7nWi7belqud7pqgkQnOUkUbYVcZacWML+iP38PvR3bro2ZlnMcIIiTdmbsXcGk9ZMAmBsm7F8NfArVEUlZH32DCcA9DSUsCWoZ75Djdp8Q1/CtxVG/Scxao8Ac+GnTxeJxYKyZImtaPeWLTdsNrp2tWUrDR0Krq5OGKAkSUVh6Dpp8fGkxsSQFhdHamwsqTExpMbFkRYbawseZbbHxpKW8T3zy5qS4uxLKDLVZMIrMBDvgABbAewst70DA20BJAeyjXS9bP1OkySp4pEBprLuJgVdi0pRFK741IQrh3ht2/8xqeMkNLUI5/JuiAgainJxPkp6DMqVjQj//sU34LZt0f/4A+2ee1DS01F/+AHh74/x5pvFdw5JquByq01U2HpFU9dP5fejvwNwOuZ0kcblITxo6N+Qmt41qbnlAEEWdwJTXQgI+RBN0Xhm9TOcjjlNz5978nWNejwaFVSk85UVvXr1uun2j//5mKnrpwIwseNEPur3Ue7LPSedtWUrnf0RJS0q2yahuiFqD8OoNw5RpaPzAvfh4agzZqD+8ANKZGT2MXp4YDz8MMa4cdCmjXPGJ0kSYMsuTU9Kyhb0yRkESouLswWNYmNJzbid2ZYWH+/sSygxiqri6e9/Y+AoRzDJo2pVOU1NkqRbigwwlXE5C7qWyDl8g1E0V9JTY1lzZg13NbirSP0ZQUNQL84HQL20GL04A0yA6N0bffZsTI88AoD27rsQEIDx5JPFeh5Jkorml8O/8MXuLwD4fMDn+Hv5czX5KlHJUVxNvsqVpCv2+8npyfh7+RPoHUhN75oEegcS6HX9doBXAO++/S7TxtpeC7UfBkJGBpJez/Ya80GDD/g+5ntWhq7kscZH2eOdwPTTDSgzkwQK+YFBfoE9IQTbTNt4a/1bALx828u81fOtbMElFQPl8nLU09+iRKxFIXthWeHdCKPeOFvdPBcnLp5w7hzq9OmoP/6IkmMqimjcGOOppzAeeaTA9akkSbq5rNPMUrMEg/IMDOUIJjm73pAzePj55Rosytrm4eeHKqeoSZJUAckAk4SimfGo3pykiH18s+ebIgeYhP8AhOaBoiejhC2Fdl+AWrw/amLYMPTISLQpUwBQJ01C+PkhBg8u1vNIUkXTenMIXv7XWLI5hIM9Ch/Y3he+jwmrJgDwardXeap99lUlN2zYQO/7i3cFtz1b97DozUW8s/Ud3t7yNl8HXuSAZzy/JVwm0Dsw+84lnB2a6eDBgzRu3Bgo/g8MdEPnvxv/y8f/fAzAtJ7TeKXbK9d3SAlDPTub11p9j2nb+9mOFYoJUfN+jPpPIqr3cO4042PH0D78EGXuXJQs0zuEpiEGDcJ46ilEz55yKrQk5SJzmlnOzKGCZhPdCtPMADRXV0yurqhmM6rZjJbxXTWZ0MxmNBeXG7ZpGdtvaMv4cvH0vCFw5FmjBppLMZV+kCRJugXJAFM5kG16RC5vigpbGyUrjxotSYrYx5ozazh17RQNqzQsfGcmD0TAnSiXFqFYrqJc3Yrw61Wk8eXGmDgRwsPRPvoIRQi00aPRV6xA9OhR7OeSpIoi2pJIbCM3dEvizXfOQ1RSFA8ufJBUayp3NbiLN3q8ccM+hZ1yZ5fjtdAeGNsyjYM9ptHhm2WMbnKE7b5xdPmhC3OHzKVbrW72w4ujoHZBHDx4kGHDhtnv32y6W0GdiTnD2OVj2XZpGwAf9fuISZ0mgTBQrqxHPT0T5fKfKELPlsElPIIx6j2OUfdRcPMvlrEU2v79aO+9h7JkCUqW5bqFpyfGk0/aXuNr1nTiACWp5BhWK2kJCVji420BIkdvZ3xZEhKcfSnFQjWZcK1UCfdKlXCtVAm3jC/XSpVw8/XFrXJl231fX9wrV87W7urri0nWYZMkSSoTZICpHMj6Jiy3T8CL/EYNMLlVwsW3Dpa4c8zcO5OP7vioSP0ZQUNQLy0CQLm0qEQCTADGO++gRETYVhZKS0MbOhTr+vXQsmWJnE+SKprWm0OItiQS7G8pUFZTup7Ow4sf5mL8RRpUacCP9/2IqmSvL1EcK7jlfC3MGRi751o1dh3owtCm+/mXCO749Q4+6vcR49uPt00fMyz0bh8A8ccAJSM7RslyW82lTQFFvbEta3vWNkPgqlrAmgjCBCj07nl7oa43kxCCA+oBvvj+CxItiXi5ePH5gM95pNkDqKe/Qz35CUpiaPZjUBEBAzHqj7PVxFOcO21D2boV9f33UdesydYuKlfGePppjGeegSpOnKonSfnQLZbrwZ2MoE/O25mBnzxvx8WRnpzs7Espdq6+vvkGhtwqV7a1VapkDwxl3jZ7eOReN06SJEkqV2SASbJzr9EKS9w5fjr0E2/2fBMvF69C9yX8ByJUVxQjDTVsCUbbTzPegBUzRUGfOROuXkVdvRolLg7Tvfdi3bQJgoNvfrwkScVq6vqpbLqwCS8XL/4Y+geV3CrduFMxreB2s2ygBqkebNvfgcef8GPBsQVMXjuZI2Hb+Lx+E1zPzLihyHVxMwPvtgWWfWlvE4oJfJsjKrVFVG6HqNwWUakVaO437S8yMZKnVj3FKvMqsED3Wt2Zfecn1L26GnVFQ5S0HAWx3fwx6o7BqDcWPGoX89U5SAiUtWttgaWtW7NvqlEDY/JkW+FubyetWCdVSEII0uLiSLh8mcTLl23fM5akT7h8mdTY2BuCSNbUVGcPu8SYPTwcCwxlCSa5+vjImkOSJEmSDDCVR8U1xSInF9/aNKjcgNCYUOb+O5cn2j1R+M7M3gj//iiXl6OkRqBE70BU63bz4wp1LjP63Llwxx2oe/agXL6M6e67bUGmqlVL5pySVEFkZiyFbMllqfscshb1/uHeH2hWvVmJjq0gmZteholf7v+Fo6nhPBK/lfEpC3A7VqLDypcirBB7ECX2IJz7EQChaODdxBZsqtwW4dMM4d0Y3Gva6w4tObGECSsncDXlKmbFzMe3T+Epr1S0rX1QrNmnyBjVe2I0GI8IvBdUc2lfYnaGgbJkCdr776Ps359tkwgOxnjhBYxHHwU3NycNULpVpaek2IJG4eHZg0dhYba2jPZbKZNINZnswSDXjGBQ5u2cU8/cck5Fk9PMJEmSpGIgA0zlUFGnw+VFURSebP8kL/79Il/v/ZrH2z5epHRlI2gw6uXltr4vLS65ABOApyf60qUoPXuihIainDyJdv/96GvWgIdHyZ1Xkm4xVV288DpyjcTmjk1R2h+x317U+5Vur3B/4/tLYHSF4JWCtn8Se0w7cMtySbqAq5U6Ub1yExACEBw4cIA2rVsCwt52/baRS5sAYWS0AUIQHX2VqlWrgBBsjj6GIgSKAt2rNLRl8aRFQvwJFAz7WBShQ/wRlPgjcP4Xe7vQPNG96rMrIZ5DUefopYFXQD0+bNCCqhHTUUT69X1REEGDMRq/gKjSoaQezYJLT0eZN89WvPv48WybROPG6C+9hBgxAsxODoBJ5Y5htZIUGWnPMsoMGiWGh5OQ5XZqTIyzh1pwioKrtzcuPj64envj6uNz4+0sXy4Z7Zm3M2sSyWlmkiRJkrPJAJOUzeiWownZFMKRqCNsvbiV22sXvl6ICLgHoZhRRDrqpcUYrT8s2VWAqlfHumIFpp49bXWZdu6Ehx9G/+MPMMkfdUkqiIM9prFB30DvHgUPZEclRfHgH7ai3gPrDySkR0gJjjB3NwTGKiWitL4A9SJQT2+3F7pOQ2VlehVeDLvKmdDdvNXrXl7q+hKmEQ9xTa8P69IKXRcK4JOQEKZl1IUa/vcUhG6gaCqXek6/vpM1CSXuMErMPpSY/Sgx+yH+qC27KQtFT8IUd4jbgNvsyZhnIOKMfR+humLUGYXR6DnwLsLiDMUlNRX1p59Qp09HOXcu2ybRpg361KmI++8HtQSmTEvlmhCClGvXSAwLIy4sjHP79nFVCJIiIkjMknWUFBmJMIybd1gKFFXNHgzy9c01AJTbbXubjw8unp4o8jkhSZIk3QLku+4KKL8Cu5XdK/Nw84eZdWAWX+/5ukgBJlwqIWr0RYlYjZJyESVmD6JKxyKO/ibq1sW6fDmmvn1R4uNRV66ECRNsdZrkp3qSVCCOZElaDSsjl4zkQvwFGlRpwE+DfrqhqHdpsAfGurRB3fcsyuCd2cq+JWFmjltLvnZtzbY+n9Fz7WROH/iB1ze+zp7Le/gxMZY+whUMnZT0FH45/AsrQldQv3J9egb3pEftHrnXk8pHFbMnHieiSW6RY6quyRNRtQuiahcAriZfZdu5dZw9t4zkqO14p4XRyAWamKGuGbRcXrqE2Rej/jiMhhOdvxocQGIi6rffon76KUpERLZNRrduGFOnIvr3l6/DFZQlMfF6xlGOOkeZtxMvX0a3WJw2RveqVfEKCMA7MBDvwEC8AgLwqF49WyDINUdWkcwYkiRJkqTsZICpAshcBaqqi5etnspNCuw+1eEpZh2YxZITSwhLCKOmd+GXiTaCBqNGrAYyVpMr6QATQOvW6H/8gXbPPSgWC+qPPyL8/THeeqvkzy1Jt6i8ar99sP0DNp7fmH9R7wLYsGFD0ab/CoM+dS+irX7EVrw7I7gkUk0Y7V6hfVg48ZonujBwM7kx464ZdAzoyLNrn2XpyaV0aevBd6eas873Kl99WZ+rKVftXX+x+wtURaVNjTb0Cu5Fz+CedK/VHW/X/AtS7+8ewu+Xf2dY92E3bLPoFmbsncEPB37g6NWjN2xvWKUhPfx60DOoC4MCm+ORegEl4SRK0jmETzOMuv8Bs0/hH6/icu0a6ldfoX75JUqOKUnGgAEYL7+M6N7dSYOTSppusdinpiVmCSAlZAkaJYaHkxYf77Qxmj08bAGjmjXxzgggeWUEkLwz2rwCAjDJOmCSJEmSVGQywFQBRFsS0RSV6Izlu2+mlV8rbq91O1subuG7fd/xZs83C31uEXgvQpmAInTbNLmW75bKJ9iiVy/0H39EGzkSRQi0994Df3+MCRNK/NySdCvKLfizP2I//9v6PwC+uPOLIhX13rhxY+EDTLEH0PY9ixq9w94krBqnjzai3umGGKNeJyZ8CjnXNxrbdiwt/VoyfNFwThBGj9a7bRtSoI5vHca0GUNYfBgbzm/g1LVT7IvYx76IfXy882M0RaNDYAd6Bvekd3BvugZ1xcN8Y7231q1bZ7svhGD5qeVMXT+V0Guh9vZm1ZrRo3YPbq99O7fXvh1/r+xZSYIOmZWeyoaICNRPP0X99luUxOu/W4SiIO6/H/3ll6FdOycOUCoKYRgkRUXdsLJazqLZyVEluxJjflSTCa/AQFuAKEvWUWYAyTsjgOTi7S2zjCRJkiSplMgAk5SrHu492MIWZu2fxSvdXsHVVMiVRVyrIar3RLmyHiXpDMQdhEptinWseREPPIARGYn23HMAqM89h/DzQzzwQKmcX5JuZanWVMYsG4PVsHJ/4/t5uPnDxdp/gTKaLLGoR6ahhn6TrWi2ETQEvfWH/HB8FtN+y3/lu041O7HzsZ08Mq0FGyvF0j7Bm+dGfcOQJkMwqdd/RYYlhLHp/CY2nd/ExvMbORt7lp1hO9kZtpMPtn+AWTVj8vLHy9uLGbPX8mit29EUjYTYBAKiA3A1uWLWzKw4tYKN5zcC4Ofhxxs93mBw48FU96xe6MeqVJ07h/rxx6izZ6OkpdmbhaYhHnoI/cUXoWlTJw5Qyo8QgrT4eHsh7MxAUc6V1hLDwzGs1pt3WEI8/PwwV6lCtbp1r09ZywwaZdz2qFZN1i2SJEmSpDJGBpikXKUfTiewaiCXEy+z6MQiHmr+UKH7EkFD4Mp6ANRLizBKKcAEYDz9NISHo33wgS2T6T//Qa9eHdGzZ6mNQZLKshum0BbQm5vf5OjVo/h5+PHVnV8VKUMgt7pw+WY0CYFy4Ve0g6/YVmXLbPZqiN72U4T/HTcckt/qeH6efvx1qB0X3NMJTjFj/N+NU9pqetfk4RYP83ALWyDtfNx5e7Bp0/lNXIy/SHr8RVIAwuHT8L3XDz6RvS9XzZVJnSbx8m0v4+NaBqa5FcTx47YV4ebORckSeBCurhj/+Q/G889D3bpOHKBkTU3Nd1W1zABSenKy08bo6uNjzzbKzDi64b6/P2gaJ06coHHjxmhaztxDSZIkSZLKKhlgknKlofFEuyeYtnka3+z5pkgBJqPmfaj7JqIgbAGm5tNKtdCr8fbbtlXlfv4ZxWJBGzoU67p1kGPqiiRVRI5OoQXYdnEbn/zzCQDf3PVN0bNvblIXLlOvXr0g7jDavkmoV7fZ24XmjtH0VYxGk0HLPdvyYI9phKwLYdr43INoKgp10tyB7GPIK5Mq2DeY0a1GM7rVaIQQnI45TefVzyCsKRiGlQnBPUlLT+NK9BU8fTxJN9JJN9Kp6l6VZzs9S51KdfK91jJj/360999HWbwYRVyfpCc8PTGefBLj2WchIMCJA7z1GVYrSVeuZK9vlBk0ynI75do1p41Rc3XNlmVkDxrlmL7m4uVVoP50Pf/XAkmSJEmSyiYZYJLyNLbNWN7d+i7/hP3DvvB9tAsoZD0NN39EtW4oV7eiJJyE+KPg27x4B5sfRUH/5huIikJdtQolPh7Tvfdi3bwZ6tQpvXFI0i0g0ZLI2OVjEQhGtxrNvY3uLZ0Tp8fTt/IK1L++QhHX33waNQeht/4IPIOL9XSZmV3Bpywkahvzze5SFIUGVRrg7tccTVHRhcG7vd9F1/Vym4WhbNuG+v77qKtXZ2sXlStjPP20LTu0atU8jpYKQghByrVrua+qliUDKSkiAmEYN++wBCiqiqe/v70QtnfNmjestOYVGIh7lSqyzpEkSZIkSTLAJOXN38ufIU2GMP/ofL7Z+w3f3fNdofsSQUPg6lYA1LDFGKUZYAIwm9F/+w0GDEDdtQslIgLT3Xdj3bQJqlUr3bFIUgkr8ops+Zi6bipnYs9Q26c20/tNL5FztN4cgpf/Nb7/ewpVzZ4cqtsU7eDLKKkR9n2EZ330tp8gAu4skTFkZnZdauSG7kB2V7kmBMpff9kCS1u2ZN9UowbG5MkY48aBd/6r50lgSUrKc1W1rPWO9Cx1rEqbe5Uq2YJG2VZVywggefr5oZrkn4qSJEmSJBWM/KtByteEDhOYf3Q+847M4/2+71PF/cb6JQVh1Lwf7cDzQEYdpmavFecwC8bTE33JEpRevVBOnkQ5dQpt0CD0tWvB07P0xyNJJcSRFdnyq02U05rTa/h2/7cAfHfPd/i6+RZpnHmJtiQS28iNptZo3klYhOlKmH2bUN0wmk7FaPw8aPkvK96rV69870sZDANl6VJbYGnfvmybRHAwxgsvYDz6KMhl3NHT069PTcsSQMp5Py0+3mljNHt42KerZQsa5Qgmmd3dnTZGSZIkSZJuTTLAJOX7BrNLzS40r96cI1FH+PPUn4xuNbpwJ/EIwqjSGfXaTpS4fyHhFHg3LOLIC6FaNawrVmDq0QMlPBx192546CH0hQvBbC798UiSE2TNcLpZbaJMMSkxPLniSQCe7vA0veuUTIYUgKew8FLKbsamHsCcdXW4wHvQ20wHz4IVk84ZZCtqVpc2fATExYGvr70YebmWnIwyfz7aJ5+gHD+ebZNo3Bj9pZcQI0ZUiNdGYRgkX72a56pqCWFhJISHkxwVBVlqUZUm1WS6nmmUy6pqmQEkVx8fOV1NkiRJkio4i8XC+fPnqVu3LqZSzEaWASYp3zeYiqIwqNGgogeYABE0GK7tBDKmyTV5qdB9FUlwMNblyzH17YsSF2erMfLUU+izZpVq8XFJchZHMpwyPbv2WS4nXqZhlYa80/udEhqZQLn4O9vifiFAJF1v9ayH3mY6IvDuEjpvAcXFgarZvpdnoaGo336L+tNPKDEx2TaJNm3Qp05FDBoE5axuVG6EEFgSEuwBopxBo8w6R4nh4Rjp6U4bp0f16rkWyc4aTPKsXh1FVZ02RkmSJEmSyr7k5GRefvll5s6dC8CePXuoU6cOL730EgEBATz33HMlen4ZYCrnclveu1CEwJqaip6ebvsjOymJ+EuX0C0W+mitmRUJB6NWczZwKyZDse9npKejp6ejWyy2+1arfVtmm57R7upuxecSePmCe/yvuFUdg0fVqs75g7lVK/SFC9HuugvFYkGdMwfh74/xTkm9cZaksiGzvtGSzSH5Fq7OauGxhcw7Mg9VUZl972w8zB7FPzDfRJQuxzD98wiZa5KlovG5W3ueG/D3TafDSTeh6yhr1qDOmHFD4W4Ao1s3jKlTEf37l5tAuzU11R4gsq+qljUDKSOolJ6UdPPOSoirj4+9EPYNq6plfvf3R3NxcdoYJUmSJEm6dbz11lv8+++/LF++nAcffNDe3qtXL9577z0ZYJKyS4uPJ/bsWWLPnSPu3Dnidu8iKT2d33UD/f770S2WG4I/w2MuoFkNFN3gC9NijCtX0A0DQwh0b2+M9HRcDYMP3nvPfh5X4MvPP7ffnwBAKnO/6lNMV3IMxtdE0TQ8qlfHs3p1PGvUwNPPDw8/PzyzfmW2V69erH+Eix490H/6Ce3hh1GEQPvwQwgIwHjmmWI7hySVNZn1jbIWrs6vNlFEYgTPrLY9J17q+hKdanYq3gFZE1E6hkKLCyjq9alHf5nr8LpHL86q3jwng0uFFx2N+uOPqN9+i3L2bLZNwtUV8eCDGOPHIzp2dNIAb2ToOslXruS+qlqWtpToaKeNUXNxuSHLyDvLNLXMNhcvL6eNUZIkSZKkimfFihX88MMPdOzYMduU+SZNmnDu3LkSP78MMJUx1tRUe/AoNvPr7Fn7/dQc0xmyWbky1+asC0knkKPwqK7jTELXSYqIICkiAg4fzn9nRcE7MBDf2rXxDQ62fa9Tx37fp3Zth4uWiqFDMT77DG3SJADUKVMQfn6IYcMKe0mS5FS5ZTXebFW5vLYJIRi/ajzRKdG0rtGa124vzuL8AupEYlrdCqXVpeutHnUYrbRgnWv9jAbnLM9e3il796J+8w3K77+jpKZm2yaCgzHGjcMYM6ZUV9EUQpAaE3M9aJS5qlqOldaSIiIQhpP+3xUFL39/W4AoIACvHKuqZba5V6ki6xxJkiRJklTmREdHU7169Rvak0opo1sGmEqZYbUSf+nS9SBSlmyk2HPnSAwPd/YQyy4hbHU0wsK4tGNHrrt41qhxYwAq83ZwcK6fJhtPPQXh4Wj/93+2TKbHHkOvXh1RQsu8S1KJioujj6qBYQset94cgtfxayRqGws8JS7TT4d+YsWpFbhoLvxw7w+4aMWUQeibhNL1FErNaEixNQldgUPBWN86wNqNr1Meqv+03hxCtCWRqi5eDj+2JSI1FWXBAts0uN27b9hs9O+P8dRTiIEDi7W+km6xkHTlCkmRkSRGROT5PfHyZaw5gl2lya1y5TxXVcts86xRA7UUC2FKkiRJkiQVpzZt2rB27VrGjRsHYP9AbM6cOXTqVMwzEXIh/4oqZkIIkiIjbUGjjOBR5lfcuXPEXbiAcHLWUGHpKugaeLh5YXZ1QzOb0VxcUM1mVJMJzWxGzdJmv28yoWgaqbGxJEVGknw5lJSEknkMkiIjSYqM5HIub64A3KtWzTX7yXfIEKpcuIDHr7+iWCxoDzyAdd06aNOmRMYpSaUltylxBXEu9hxT/poCwJs93qSlX8uiD8aahHrs/1AG70TRrk+HExE12L63BV1TfMFUAvWdCsLXl/W6Th8HAi/RlkQ0RSU647HNb0XOEnXunK1o948/oly9mm2T8PXFePRRjHHjoFGjAncpDIPk6GhbhmnWQFFkpK3tyhV7mzOnqgGY3N2vB4pyTFHLWjTb0QxXSZIkSZKk8ub1119n2LBhHD9+HKvVyowZMzhx4gS7du3izz//LPHzywBTIaTExGTLPsqajRR3/nzJf0KbOVWsTh0qnz6Nj5s7JkVBfXysLdiTNbhjNjPxxHwwaVg1hZ86PIn5jRBUTbNlCHz5BarJxDfffsuk555DM5sx/2cMqmZCQ8CypfYA0iNLHmHBsQW82HV8kVaRUo+8DYfeJikeEgKmkODai+QrV2yfgGf9iowkOSqKpCtXii0olxIdTUp0NBH79uW63dVkopLVSqWEBHx79cJ70iR827a1BaGCg+W0CKlMutkUuKwKEgQxhMETfz5BgiWB24Ju47nORSwGKATK5aVoB15ASb5AZnqSSHRD7z8HEXgfK958k07TnJcFpM+fx/qQEHoWYQwHe0xjg76B3j1KIfvRMFDWrbNNg1u5EiXHlDLRqhX6+PGIESPA09PWlrGiWrbsoitXrgeRMoJHiRmBemd/GKJo2vWparnVO8r47urrK1+XJUmSJEmSgK5du7J582Y+/fRTmjVrxoYNG2jVqhVr1qyhefPmJX5+GWDKRXpycr51kNJKYYlq96pVqVSnDr516lCpTh0q1a1rv+8bHIzJ1RUA7c6BtmWzDR39xRdz7Sv07/1oioouDOr3uxPt08+uH9O+PQA9H3iAKg0a2Pp0db2+3eN6NsG9je5lwbEFLD+5vEgBJiNoMOajb+NTBbx8duPX6//y3V8YBikxMSRcukTchQu2r/Pn7RlhcefPF9sn6GlWK5FAJEByMmQpfA5g9vS0B5uyTr3L/PL085NvdKRS5egUuIM9phGyLoRp4/Pe96vdX7HpwiY8zB7MumcWmlqE6VTpCWg7R6GGX68RJ3QF/q2DOBCMGDOo8H2XoKouXkRbEgk+ZXEoI6mggb5Ci41F/fln1BkzUEJDAbACSUCCppHQtSsJnTuT6OlJ0oEDJK5ebc/sTIyIwJqSUrLjKyD3atWyF8bOEjDKbPOoXh21GKfySZIkSZIkVQR169bls88+c8q5K2SASU9PJ/78+TzrICVFRpb4GMyenrbAUZ06+GYEj7Led/X2LvExZFWQN0V31r8Tk2riePRxTl07RcMqDQt3Mp/mCO9GKAknUaK2QGokuNXIc3dFVfGoWhWPqlWp0bp1rvtYEhNtQafM4FPmV8b94vo/TU9K4urRo1w9ejTX7SY3N3xq16ZSnTq27zmm43kFBKCoarGMRZIglylwBZjqld+qccevHue/G/8LwPt93qdBlQaFH5yeirb9AdQrG+xNRo1+8GUSJHrb60SVRZnBupAt+QfjCsvQdawpKaQnJ9/wZc2lLf3MGfQdO0g/coRkq5VEsH/Zc2Z1HbZutX05gWoy2Vb9rFEDL3//7Lf9/Gx1jgID8fT3t39IIkmSJEmSJBWftWvXomkaffv2zda+bt06DMPgjjvuKNHzV6gA0x+DBxN+6BBLIyNLfIUa1WzGNzg4exZSRiaSb506eFSrVu4yXSq5VaJn7Z6sO7eO5SeX83yX5wvXkaJg1ByMdvx9FARq2DKM+k8UaWwuXl5Ub96c6nmk/aWnpBCfGXy6cCFb9lPchQskXL4MQuR6rCOsqalcO3mSaydP5rpdc3HBp1at7NlPWQJQ3jVrygKzUpEUZKpXXgFlq2Fl7J9jSbWmckfdOxjXblzhByJ0tJ2j7cElYa6M3uEbRM3BaO/eBWU4zioMwx7YITaWqCNHSE9JQY+JIV0I0q3pWObMofm+w7ik6aipFjZs+C/pKSmkJyXZg0SW5GTio6PZLoQtaJSSYg8eObPYtaPcq1XDq0YNPP39s3/P0eZeubIMoEuSJEmSJDnRtGnTCAkJuaFdCMG0adNkgKk4Xdq+HUtCQvF0pij4BAVlDx5lyUbyDgwsv39o55MBcW+je4seYAKMoCFox98HQLm0CIoYYLoZs7s7VRs3pmrjxrlu1y0W4i9eJPb8eeIvXCD23Dni//2XuFWriEtPJx4oevjJdp6Y06eJOX061+2Kptl+rnKZfucbHIxPUBCaSzGt5CWVWzeruZQ1Q8mRwtMfbP+A3Zd34+vqy8y7ZxY+CC4E2t5nUMOW2O5qHui3L0NU7Vy4/rJ1LdDT0mwBoIxgTravvNqyBH9yZgtZkpKwpqTgEhXFB598ki344wp89803Nw5k7Fh6Zrm7g51FvrbS5OLtbQ8MZc04yvndo3p1NLPZ2cOVJEmSJEmSCuDMmTM0adLkhvZGjRpx9uzZEj9/hQowOcqjevW86yDVrn3LvtHPLwPi7oZ3M3ntZHaE7SAqKYrqntULd5JKbRCedVGSzqJEbYS0aHCtWrSBF4Hm4kLl+vWpXL9+9g3HjmHq1w8jKooEIKZZM649/TRxkZHZpuDFX7yIkZ5e5HEIXbdP78uVouDl74+rjw9mT0/Mnp64eHpi9vC4ft/DA7OXl609y7Yb7nt52dtl1lT5oA0fAXFxqF5eaDNmos+fl2sAKWvwqSA1lwD2R+znf1v/B8BnAz4jyCeo0ONU/30d9ez3AAjFjH7b79mCS4ZhkGLVSUlLJXnnTlKuXUP99192f/UVqdeu0f3gZtyS0nBNSMU1IZWZxlpSY2PtAaKSykBVsNUzKq80F5c8s4tyZh6ZPZy0Wp8kSZIkSZJUYnx8fDh37hy1a9fO1n7mzBk8SuHvvwr9rtLF2zvXOkiZASUXLy9nD7HMCfYNpk2NNhyIPMBnuz/jf73+V7iOMqfJnfwYRegol5cj6v6nWMdaLJo2xbp6Nab+/akUHU2lo0cJnj8ffdkyyPIENXSdxPDw69PvctaDunABPS2t6OMRgsTwcBLDw4veVxaai4s9QGX28LAFozKCVCZ3d5KtVs4HBuKauU/W4FZuwass+8jsh2IUFweqRp/kFHv9ooIGkPKTak1lzLIxWA0rgxsP5qHmD+W7vxCC9KQk0uLiSI2LIy3jKzUuDsuJ37GELic1CVKSINmlDamzPibl2mukxsSQGhNDWnz89c5uvx0AM/DX8uUAtMpxvmgiCn1t5YkJ2+OQ7atyZcz16mGqWdP2/PLwwL1KlVwzj+RqapIkSZIkSRXbwIEDeeWVV/jll1+oW7cuYAsuvfbaawwcOLDEz1+hAkzdX3uNBEWh6W23UaV+fbnkfCG92v1Vhi0cxif/fMLIFiNpWq1pofoRQUPg5McAqJcWo5fFABNAy5ZYV67ENGAASmws6ubNMHQo+qJF4O4OgJoxtc0nKIhat912QxfCMEi6ciXXAuSZX+nJyaV9ZXa6xYJusZAaE5PnPhcL2Xeuwaus9zMzqbJkYeW87+LlJYNXxUQIgTU1NVtQ6OtNH8OBo/Q0vBmntmDzm2+SFh9v2x4ba79tb4uLc2AJ+90lej2lxeTmhtlqxayZMGsqpkaN+Nd6FayQVtWDAbXaXQ+yurtj8vDA5O5OdEICQXXr2oKzmT/TGdtc9u7FdfZsXLduxYwtgwpAuLpijBqF8eyzkMe0XkmSJEmSJKns+P777/nhhx+4eNH2rqlJkya8+OKL9ppHqampvPbaayxatAiLxUKfPn346KOP8PPzs/dx8eJFpkyZwtatW/H09GTEiBGEhIRgcmC2ybRp03jwwQfp1KkTgYGBAFy+fJmuXbvy9ttvF+MV565CBZg6TJzIyZMnCWjcGE0ufVxogxoN4q4Gd7EydCWTVk9i7ci1hQrUiSodEO5BKCmXUCL/BkssuFQq9vEWi7Zt0VeuRLvzTpT4eNR162DYMPQ//oACrIakqCpe/v54+ftTs/ONdWiEECRfvXq9/tOFC7Z6UOfPE5sRgCq2+mGlrCDBq8JSzWZ7tlWuwatcsq1yDWblCHaV5eCVbhikWq2kWtJI2buX1Lg41BMnOPjTT6TFxtoyinIEh8zHjvHNggW2+3FxN0zn9ASGAZDAzoUl/4unuKlmc7bgjdndPffbnp724I+Lpyem3LbncYyiqmh3DgRVA0NHX70KgJCQEKblUVBd13VOnDhB46y/cywWlHnz0D75BOXIkWz7i6pVMZ56CmP8eMjyx4YkSZIkSZJUtgUGBhISEkL9+vURQjB37lxGjhzJpk2baNq0Ka+++ipr167lxx9/xMfHh5deeolRo0axZs0awPZ34/Dhw6lRowZr1qwhIiKC8ePHYzabeeONNwo8Dl9fX9asWcOGDRv4999/cXNzo3nz5nTr1q2kLj2bChVg0jM+cdcL/Ml72acJAAEi/+vKLFCt63qBjhFC5Nvf9L7T2XBuA5subOLXw7/edEpNXpTAQZhOf4Ui0hFhf2LULlw/paJtW/QlS3C57z6UxETUNWsQI0aQ/ttvUAz1uNyqVMGtShX82rS5YZsQgrTYWOIuXCAxPNxei8aSmHi9cHHW70lJWLLcztlW8OyTss1ITyc1NpbU2Nhi71s1m3PPusrZljUwkSPbKmttrMxjhBD27KGsmUE3ZArlkjmUFhWFNWv9oa5dAdtUqhWLFuV9LUDxh/eKh9nDA9dKlYhPTye4SRPcKlViWdpp0rzdSPN2I9XTheldxuJWufL1xzbLl8nDo8SDgYYQkMdrZ36vldl+58TGos2ahenrr1FyTHE16tVDnzQJfdSo61Nvb5HnqCQVxq3495oklQb53JEkx+X1vBEZK4zHx8dnS6ZwdXXFNZcEg5zTz15//XV++OEH9uzZQ2BgIL/88gvfffcdPXr0AODLL7+kc+fO7N69m44dO7J+/XpOnDjBkiVL8PPzo2XLlrz66qu8+eabTJ06FRcH3m8qikKfPn3o06dPgY8pLhUqwHTmzBkAQkNDnTyS4tNU10EYYAhOnDiR6z5WqxVNUdGFwYkTJ2jk7s5mVaGHITiZxzFNmzbNs79MYxuO5ctjX/LCXy/QwGiAj4uPw+P31NvTION2yok5nEtp53AfpapKFTw/+4y6Tz+NlpqKtmIFCUOGcP6996A0Ml7c3KBuXRTAJePLUUIIjPR09JQUrCkp6MnJtu+Z97N8z7ydV3tu32+l4FVabCxpJRC8utWYXcHNA1zdQa0UCJXrYvb2xsXHB7Ovr+27jw8uvr64+Ppi9vbmVFgYbbp0Qcv4Bf3zzz/TfvRoACZemImm2Fbh1IWBWrslFsCSeUKrFeLjbV+lKLfXTovFku9rpfnyZZI//JAqixej5ZgGm9SqFVGPPkpcr16gaXCxsBNRJenWdCv9vSZJpUk+dyTJcTmfN4qiEBwcTIsWLUhMTLS3v/zyy0ydOjXfvnRdZ8mSJSQnJ9OxY0cOHjxIenp6tpWeGzVqRFBQkD3AtHv3bpo1a5Ztylzfvn2ZMmUKx48fp1WrnFVKr5s5cyaPPvoobm5uzJw5M9+xPfnkk/luL6oKFWCqV68ep0+fpkGDBrfMFDmTpoGmgm7QOI9aHabLJlRFRREZ+yxcwMZp0+gZEkJe1T3y6iurdxq8w1+Rf3Hi2gl+Cf+Fz/p/5vgFiAaI8FdR0iLwSdpB4/o1wVTGi6s3boweEIA6ZAhKaiqV1q3D+4MPSJ892/Ym8Raj6zqhoaEFet4IIdAtlutZU1kyq27ItsqaZZX5PTHxxrYstw1reV7jq2wyzCpelavh5uuLa+aXj8/121nv+/jgVqmS7b6PDx7hM/AM+wIt4zdJequP0Bs8XaDzdsxx38XFxf66k/maBVx/3SoLcnntzDrurJT9+9E++QRt0SKULEFXoSgY996LdfJktK5d8Qf8S2f0klRuOPJ7R5Kk6+RzR5Icl9fzRgiBxWLh33//vSGDKS9HjhxhwIABpKam4unpyZw5c2jSpAmHDx/GxcUFX1/fbPv7+fkRGRkJwJUrV7IFlwCqV7et2J65T16+/vprHnzwQdzc3Pj666/z3E9RFBlgKk6ZPzCapt06L7pKxj8K+V5T5lMicx9FUYr8GLhr7nxx5xf0/60/3+3/jjFtxtA+oL2DvWgYQYPQTs9EMVIxXVmLqPVgkcZVKvr1Q//jD7QhQ1AsFrQFC1BcXNBnzbolg0xQ8OeNyWTC1cMDMl4Qi5NusdgDVZacwaoc3+2BrdzuZ/aR5fjyGLxSzWZcfX1JtloJqFfvehDI1xfXjECQm68vZ8PDad2pE66VKjE79Fe+PTGHNFd4pOvjfHL355hUB38VCIF6+L9okV/Yf4vobT+FBhMo7E9/ztekrFXdytLrde/evbOPM+u4DQNlzRrUTz5B3bgx23HCzQ1j9GiMSZOgUSPUUhyzJJVXt9Tfa5JUiuRzR5Icl/N5kzlFzsfHp8D1hhs2bMjmzZuJj49n6dKlTJgwgT///LNExpvVwYMHc73tDBUqwCQVv151ejG82XDmH53Ppzs/Zc79cxzuQ9QcDKdtqXzqpUXo5SHABIj+/dHnz0cbNgwlPR3111/BxQX9m29AlW8fS4Lm4oJ7lSq4V6lS7H3rFsv1IFViYq7Bq8y2ggSzst7OLXilqKo9Q8gtR6aQPUsoS7tbpUp4fPAhrqmp7PH1pa+bG8qC31EUhZCQEB7Lo9A0QKeM77/9+xvv/TMHqsL/ev2PF7u+6HiBfiFQD7+CduLj649d288xGjzlWD/lVO/evbPfv/12lC1bUFauRF22DOXUqWzbrZUrI55+GsaPL5GgqyRJkiRJklQ2uLi4UK9ePQDatGnD/v37mTFjBkOGDMFisRAXF5cti+nKlSvUqFEDsGUz7d27N1t/UVFRAPZ9biY9PZ1OnToxb948p80AkAEmqUA2bNhwwxurTM91fo75R+ez+MRiriZfpZpHNYf6FtV7IFyqoliiUcJXgzUZTB7FMewSJ+6+G/3XX9EeeghF11Fnz0aYzRhffAGFWFlPch7NxQV3FxfcK1cu9r6zBq8A3CpVwuzp6XhwJ2OZ060hIdyRT0ApN0eijjBh1QQA/tv9v7x020uOnRtswaVDU9FOfmJv0tt9iVF/nON95ZB1TnqZd/WqLVNp1Sr6rV2LkkudLtGgAdZnn+VYx440at1afpIsSZIkSZJUwRiGgcVioXXr1pjNZjZt2sR9990HwKlTp7h06RIdO9oKR3Ts2JHp06cTFRVlnxq3YcMGvL29CxwsMpvNpKWllczFFJBMs6gAqrp4EXQylaouha9ttDHHdI+s2gW0o51/Oyy6hTmHHc9gQjUhatqeaIqehBK5tpCjdA5x//3oP/+MyMha0r79FvX550GImxwpVRRaRuDKJygIn6AgXLy8HA8uFUFCWgLDFw4nOT2ZO+rewWvdX3O8EyFQD76YLbhkbf91sQSX4MbMoDJFCDh0CPW999B69sQUFIRpzBjU33/PFlwSioJx++1YFyzA+u+/6I8/jnBzc964JUmSJEmSpFIxbdo0tm3bxoULFzhy5AjTpk1j69atPPjgg/j6+vLII4/w3//+ly1btnDgwAGefvppOnbsaA8w9enTh8aNG/PUU09x+PBh1q1bxzvvvMPjjz+eb92nnMaOHctnn32G1UnlP2QG0y0oZ7bRwR7TCFkXwrTxjmU8OOLxto8zYdUEZu2fxeROkx1+82wEDUE9OxsA9dJi9Jr3l8AoS4548EF0iwXtscdQhED76iswmTA++EBmMkn5yi87sDgIIRi3Yhwnr50kyDuInwb9hKY6mE0jBOqBKWihX9ruoqC3/wZR77ESGLEtKO515BrnG7oUKTBeJGlpKH//bZv6tmoVyqVLue4mfH0R/ftjDByIGDAg+zS4W2RFRUmSJEmSJCl/V69eZfz48URGRuLj40Pz5s1ZuHCh/e/8d999F1VVGT16NBaLhT59+vDRRx/Zj9c0jXnz5jFlyhQGDBiAh4cHDz30EK+++qpD49i/fz+bN29mw4YNNGvWDA+P7DOD5swpREKIA2SAqbzz9YW4ONv3DBs3brzpG9bino4yvNlwXlr3EqeunWLzhc30DO7p0PHCrzfC7IuSHodyeQXoaaAVPFJbFoiRI9F1He2JJ2xBps8+swWZ3n1XBpmkPOV8vhZ3wOnL3V+y8PhCzKqZuUPmOjyF1RZceg4t1LYihUBB7zATUfc/xTbGnEojKJ6nEydQf/gB9eefUaKjc91FNG1qCyjddReia1cwm0t5kJIkSZIkSVJZ8sUXX+S73c3NjY8++ihbUCmn2rVrs2DBgiKNw9fXl3vvvbdIfRSFDDCVc/r8eYU6zpE3sK03h+Dlf40lm0M42CP3N3zert6MaDaCWQdmMWv/LIcDTKguiMB7Uc7/gmKNR7myDhFwl2N9lAFi9Gh0qxXTU7aCx9r06bYg01tvySCTVCAFCRAX1I5LO3h5/csAfND3AzrX7OxYB0Kg7n8W7fQM210U9I7fIeqMLpbxlRlpaSiLF6N+/z3qpk03bBaurohevRADB2IMHAh16zphkJIkSZIkSZKUO8Mw+PzzzwkNDSU9PZ3bb7+dqVOn4u7uXqrjkDWYpJuKtiRyqZEb0ZbEfPd7ot0TAPZi344yggbbb6uXFjt8fFkhHnsM/csv7fe1999HffttJ45IcqYNGzbkua315hD+9r9G680hAGjDR9DnyFG04SMcOkduGYlXkq7w8OKHsRpWhjUbxoQOExzqE2Gg7puYI7g069YKLp04gfryy5jq1ME0enS24JJwccEYNgzrwoVYIyLQly/HmDBBBpckSZIkSZKkMmf69Om8/fbbeHl5ERAQwLfffsuLL75Y6uOQASap2LT1b1ukYt+ixh0Ik63eihK2DIz04h5iqTHGjUP/9FP7fe1//0P9v/9z3oAkp8mvQP4Nwdu4OPokp9imvTogZ8aTbuiMXjqasIQwGldtzIy7ZjhWF00YqPueQTvzre0uKnqnHxB1Rjk0rqIosVXlUlNR5s5F69cPc8uWaJ98km0qnGjUCP2DD7CeO4f+yy+Ie+8FT8+SGYskSZIkSZIkFYN58+bx0UcfsXDhQn799Vfmzp3LggULMAyjVMchA0y3mMyMiKC/p9izIkrT420fB2DW/lkIR1dR09zs0+KU9BiUqBunqpQnxoQJ6B9+aL+vhYSgZrkvVUz5ZTQVl7e2vMX6c+vxNHsyf8h8vBwplC0MtL0T0M7Mst1FRe88GxE8soRGm7tiL3x+/DjqSy9hqlsX06OPom7ebN8kXFwwRozA+vffWA8fxpg8Gao5WKtKkiRJkiRJkpzk0qVL3HHHHfb7vXr1QlEUwsPDS3UcMsB0i8nMiNAU9aZT2krC8GbD8XLxshf7dlTWaXLKpUXFOTSnMJ59Fj1L5pL23/+iZslskiqerBlNVV28CDqZWqwrpa0KXcX/bbP9zH1z1zc0q96s4AfraWi7H0c9+wOQGVz6CVH7oWIbX6nKmq3UqhXap5/emK304Ye2bKWff0b06CFrpUmSJEmSJEnljtVqxc3NLVub2WzGarWW6jhkkW+pWGUt9j3n8BzHV5PzvxOhuaPoKahhSzHafQGKg0uqlzHGlClgtaK9/joA2ksv2Qp/P/OMk0cmOdvBHtPYoG+gd4/cs3Vabw6xB4qrunjZi+znNX3sXOw5/rPsPwCMbz+eEc0dqOWUGom2fThq9HYAhKLZgku1hhW8j7IiKgp1+nTUn366YSU44eqKGDIE4/HHEd27y4CSJEmSJEmSVO4JIZgwYQKurtdXYk9NTeX555/Hw8PD3jZnjuOlbBwhA0xSsXuw2YPMOjCLVaGr0A0dTXUgQGTyRPgPQAlbgpIWhRK1FeHn4Ip0ZZDx8suQno721lsAaM8/bwsyZaw2J92aCrICY35TwaItiWiKar+d3zGp1lRGLBpBTGoMHQM78kHfDwo+0NgDmLYORUm5CIBQ3dA7/4gIGlLwPsqC5GTUL75A/fBDlPj4bJtE48YYjz+O8cgjULWqkwYoSZIkSZIkScXvoYdunHEwbFjpf1AsA0xSseteqzu+rr5EJUex+/JuugR1ceh4I2gIatgSAJSwxbdEgAnAeO01WybTu+8CoE2ahDCZEI8/7uSRlQ0bNmwo/ro7ThZtSSS2kRt6Qaer+vqyXtfpozmetTd57WT2ReyjqntV5g6ei6vJ9eYHAcqlhWi7xqLoyQAIt0D0bn8gqnRweAxOo+sov/yC9uabKGFh9mbh6ooYOtSWrdStm8xWkiRJkiRJkm5JX331lbOHAMgaTBVGia3IlAuzZqZ/vf4A/Bn6p8PHi4C7EKoLAOqlJSBKt/J9STJCQtCzLBdpmjAB5ccfnTegMiS/1dacpbgLcmvDR9DnyFG04blPXdPnz2N982bo8+cB12s06cLIt07Tjwd/5IcDP6CgMOf+OdT2rX3zwQgD9cg0TDsesgeXjCqdsPbbUX6CS0KgrF6NqUMHTE88YQ8uCVVFf/xxrCdPov/4o5wKJ0mSJEmSJEmlQAaYKojSzgy5u+HdAKw4tcLxg80+iBr9AFBSL6NE7yzOoTmXomD873/ozz1nbzKNG4c6dSqkpTlxYBLcGFAq9qBXXBx9klMgLq5Aux/sMY1+EVW41G96nlPs9kfsZ+LqiQC82fNN+tXtd/OOrYloO0agHX3H3mQEj0Tv9Te4BxRobE63bx/anXdiuu8+lCNH7M3GPfdg3b8f4+uvIaCcXIskSZIkSZIk3QJkgEkqEXfWvxNN0TgSdYRzseccPt7IUvtFCVtcjCMrAxQF47330CdOtDdpH3+M6fbb4fhxJw5MyhpQulm2UUlxJNvwWso1hi8cTpqext0N7+bl216++UFJ5zCt72mfhipQ0Fu9h97xB9Dc8j+2LEhLQ33xRcxduqBmCQgaHTtiXbcOfdEiaNrUiQOUJEmSJEmSpIpJBpikmyrMUupV3KtwW9BtQOGymETgvQjFViJMvbQYhHC4jzJNUTA++gj9gw8QLrbpgMqBA5g6d0b97rtb73pvovXmEP72v0brzSH2tuKenuYwB7ONikvObMO8Ak6GMBizbAzn4s5Rr1I9Zt87G1XJ/yVdidqK6e/bUOIOAyBMPujdl2A0fr58TCE7eRJTjx5on31mbxL162P97Tf0rVsRt9/uxMFJkiRJkiRJUsUmA0zSTWVO08lrik5e7NPkQgsxTc6lMsKvDwBK8nmUmH2O91HWKQrG5MlYt25FNGlia0pJQXv6abShQyEqyskDLD3RlkQuNXLLtlJaadRkKukgVmGCsznlNb313a3vsur0KtxMbswbOo9KbpXy7Uc58z3apgEolqsACK8GWPtuQQQMLPTYSo0QKD//jKlzZ5T9+21NLi7o772H9eBBxAMPlI8AmSRJkiRJkiTdwmSASSoxmQGmTec3EZ8Wf5O9b2QEDbbfVi4tLLZxlTlt2mD95x/0p56yN6l//ompfXuUv/5y4sBuba03h/Da8UX2rKncsqiK6mCPafyvyRCHg7M3s+b0Gt7e8jYAX975JW1qtMl7Z8OKun8ypr3jUUS6rcmvL9a+28CnHEwli49H+89/MD3+OEpSEgCiUSOs27ZhPP88ZGQASpIkSZIkSZLkXDLAJJWYxlUb06BKA9KNdP4643igRNS8D5HxI6qGLbm1p415eGB8/jnWxYsR1aoBoEREYLr7btQXX5QFwEtAzqyp3LKoikNxF9g/F3uOR5c9ikDwRNsnGN1qdJ77Ktf2om2+Cy30a3ub3nAi+u3LwaVysY6rJCh79timjc6da28z/vMfrDt3QuvWThyZJEmSJEmSJEk5yQCTVKLuaXAPUMhpcq7VEdV7AKAkhkJG3Zhbmbj7bqz79mH0729v0z77DNNtt0GWlbKkcsrXFwzd9r0QopOjGbFoBNdSrtEhoAMf3/HxjTsJA+Xyn2gb+mJa1xU1aqOtWTFj7TATo810UE1FuIhSYBioH3+M1qMHyunTAAgfH6xz5qB/+y14ejp5gJIkSZIkSZIk5SQDTFKJypwmtzp0NbqhO3y8yDJNTr20qNjGVab5+6MvW4Y+ffr1AuCHD2Pq2hX1m29umUyurPWPctYqctYKbiVNnz8PffUq9PnzCnxMeGI4M/bO4M7f7iTosyD2ReyjqntV5g2Zh6vJNUvnKainv8O0phWmbUNQr26xbxJuAei91iLqjinOyykZkZFo992HNnUqitUKgNGpE9ZduxDDhzt5cJIkSZIkSZIk5UUGmKQSdVvQbVRyq8TVlKvsDNvp8PFGzUEIbMV71bDFxT28sktVMSZOxLp9O6JZMwCU1FS0Z59FGzwYrlxx8gCLRhs+AvWrr+0BpBsKyZfCCm7FUYC7pJyLPcenOz+l5889qfN5HSatmcT6c+vRhU7rGq1Z+MBCavvWtu2cegX1yDRMf9ZH2/c0SsJJez/CuxHW9l9jves4olo3J11NwSl//YWpQwfUtWvtbfoLL6Bv2AD16jlxZJIkSZIkSZIk3YwMMEklyqyZGVBvAADLTy13vAP3QETVrgAo8ccg/lhxDq/sa9UK644d6E8/bW9SV67E1K4dyurVThxYERUigFTcK74VdnXEkpJqTWXm3pl0/qEzjb5uxEvrXmLHpR0IBJ1rdub/+vwfx8YfY/fY3dxW6zaIP4a25ylMK+qjHX3HvjocgFG9J9Zui7EOOISo9zho7k68sgKwWFBfeQXT3XejREYCIPz9sa5cifHuu2A2O3mAkiRJkiRJkiTdjAwwSSXuvkb3ATD74GxiU2MdPl4EDbHfVi9VoCymTO7uGJ98gnXpUoSfHwDKlSuY7rsP9bnnIDXVyQMsHr169bp+x9eX9R7u2WoVbdy4sUTP76yMpiRLEp/t+ozGXzdm4pqJ7I/Yj6qo9Kzdk0/7f8qZZ86w5dEtTOkyhfqV6qFc2YC2ZRDmNa1Rz/6AYtgKwAtFw6g9gvR+/6D3+gsReDco5eAl/swZtN690aZPtzcZAwZg3bMH0a+fEwcmSZIkSZIkSZIjysG7D6ksyPbm30GDmwymSdUmXEu5xnvb33P4eCPofvvtClOHKRdi4ECse/diDBxob9O++gpT166wf78TR1Y8sq62ps+fx/rmzRyqVVRUpZ3RJITg233f0vCrhrz494uEJ4YT5B3E9H7TuTDpAn898hcTOkwgyCcIjHSU879i+rszpk0DUCNWXe/H5IPe6Dmsd51A7/wzVG5XKuMvDsq8eZg6dkTdvRsAYTajf/AB+tKlkBFMlSRJkiRJkiSpfJABJqlAirLUukk18V5fW2Dpq91fcT7uvGMdeNTGqNIRACXuECSGFnos5V6NGuhLlqB/+inC1VbgWTlyBFOXLmhPPgkREU4eYNmWc5pdzsBpUQKpjrAaViatmcQzq5/haspV6lWqx4y7ZnB8wnEmdpqIn2dGcCU9DvXEdEwrG2HaNQYl9oC9D+FRG731B1jvOYPR+n3wqF0qYy8WiYloTzyBafRolIQEAESDBuibN2NMngyq/NUkSZIkSZIkSeWN/CteKhUD6w+kV3Av0vQ03tj4hsPHi5pZV5OrgNPkslIUjAkTsP7zD6JFC1uTEKizZ2Nq1gz1vfcgJcXJg3SOm9VpyjnNLmfgtCiB1IKKS41j0PxBzNw3EwWFd3u/y79P/ctjbR7DRbOtGog1CfX4B5hWNEI79ApKSpj9eKNye6yd52AdeByj0WQw+5T4mIvVgQOYunRB/ekne5Px8MNYd+5EtG/vxIFJkiRJkiRJklQUMsAklQpFUXivjy2Lae6RuewL3+fQ8UbQ9QCTUtEDTJmaN7cVAH//fURGrSIlMRHtjTcwtWqF8vvvIISTB1m6SrpOU1GdjztPz5978tfZv/Awe/D70N95oesLmFSTbQc9FfXUF5hWNkY7/BpKeoz9WCPgbqy91qH33Y6oPRwyjykvhED98ktM3bujnLStdCc8PbH+8AP6jz+Ct7dzxydJkiRJkiRJUpHIANMtJrNQsS6MUi1WXJAVvtoFtOOh5g8B8PK6lxGOBD+86iMqtQZAjdkDSQ5Os7tVubpiPPcc1qNH0Z98EpExtUg5fx7TI4+g9eqFklHfprwprelqOQkhSE5P5rJLGldNlmLpb/P5zYxZNoZWM1tx9OpRArwCWP/IegY1HmTbybCgnv4O06qmaAemoKRdsR2LihH8COl3HkbvvhhR/XZQlCKPqdRFRaENHoz2/PMoFttjKtq2xbprF+KRR5w8OEmSJEmSJEmSioMMMN1iMgsVX+o3vdSKFbfeHMJrxxfRenPITfd9q9dbuGqubLqwiZWhKx06j5F1mlzYEkeHeWurXh3jiy9sRcDvuMPerO7YgalbN7SxYyEuzokDLFgQMqvimK5W0HMejTrKqCWjCPo0CO8PvKn0YSVqddmKf+eNTK0bitWwOnxu3dD5YtcXNJ/ZnH6/9uPXf38lxZpCp8BObP3PVtoFtAOho5ybg2l1S7R9T2efChf0ANYB+9E7/QDejR0+f1mhbNyIqUMH1JXXn+/65MlYN2+Ghg2dODJJkiRJkiRJkoqTDDBJRRZtSeRSIzeiLYk33TfYN5hnOj4DwDtb33HoPEbQEPttOU0uD82bo//5J9alSxGNrwcl1DlzMHXsiLJjh9OGVtrT17ThI1C/+hpt+Ig89zl29RiPLHmEtt+1Zf7R+VxJvoJFt2XYqAKEAh/WOs/dc+/mStKVAp87KimKe+bdw5S/pxB6LRRPsyePtXmMLY9uYcujW6jlXRPl4gJMa9pg2j0WJems/Vgj4G7S79iF3vU38Gla+AfA2axW1DfeQBswACU8HABRvTrWpUsxPvgAMorUS5IkSZIkSZJ0a5ABJqnUTew4EYB9EftILEBQys6nCSLjDbcavR1SLpfE8Mo/RUEMHIh13z7banOZ9ZnOnUPr3Rv17bfB6nhGTrkTF0ef5BR75pay4A9qnj+PsuAPjl89zqglo2jzbRt+P/o7AsH9je9nw6gNnH7mNNFTorFs6cO8Y63w1DU2nN9Alx+6sCts101Pu+PSDjr90Il159bhYfbg0/6fcmHSBWbcNYPOgZ1Qw1dg+qsTpn9GoiScsB9n+PXF2mcLevfFUKlNST0qpePcObQ+fdDeew8lYyqs0acP1j17EAMHOnlwkiRJkiRJkiSVBBlgkkpdoHcgtXxqYQiDveF7HTo2axaTGra0uId2azGbbavN7dmDcdttACiGgfb222j9+sG5c/ZdHZ2+5qjWm0P42/9agaZRlhTx4AO4DevDaJfltPmuDfOPzkcgGNRoELvG7uL3ob/TrVY3avnUwtvVGwWFB6P9+Wd/BxpVacSlhEv0+rkX41aMY/P5zRjCyNZ/RGIE0/+ZTt9f+hKWEEajKo3Y9p9tTOgwwdZf1Ba09T0wbRuCEnfIfpxR9TasPf9C77kKUbVzaT8sxU7ZsAFTp06o//wDgDCZ0N95B33lSggIcPLoJEmSJEmSJEkqKTLAJDlFx8COAOy6fPOMkKyy1mFSLi0q1jHdsoKD0f/+G/2NNxCaBoC6fTumDh1Q5s8Hbpy+VtwBJ0emUZaEQ1cO8ejSRxl3cBxzj8zFEAb3NbqPnY/tZMEDC2hTo02exzZL9mL7mO0MbjwYq7Dy48Ef6fdrP5p+05RXN7zK438+TrNvmlH789q8sv4VrIaVB5o+wI4xO2hevTnEHUHbej+mjX1Rr+2092tUbof19uXovTcg/HqWwqNQ8pQFC9DuuQclNhYAUacO+oYNGC++CKr8dSNJkiRJkiRJtzL5F7/kFPYAUwGmHGXj2xLh1QAAJWoLpEUV99BuTSYTxmuvoa9fj6hTBwAlPh7TqFGsuLsd2ytFZMsuKu16ScVBGz6CPkeO2msuCQQbfa9xV4sDdJjVwR5YurfRvex8bCd/PPAHbf3b5t2hry8YOvj64uPqw7wh83jE8ghjWo/B28Wbs7Fn+WjHR/x86GdCY0JRUGjp15KJdSfy6/2/4m3Eo+15EtPa9qjh1wtcC5+mWG/7Hb3vDoT/gPK5Klwu1K+/RnvkEZT0dACMu+7Cuns3onP5z8qSJEmSJEmSJOnmTM4egFQxdQrsBMDuy7sdO1BRMIIGox3/EAUDJWwZot7YEhjhrUl07Yp19260SZNQ584F4P6//qXN4YuMf6k/9HDyAIuBjmDR8UVMb7OH3T7xAKiKytAmQ3mh6wv5B5Wy9jN/Xrb7phEP8aiu0+efRD6v1JtFrw9lzek11PKpRbda3ehSsws9d33C4aPhzF7Vm3Gp+1H0FPvxwr0mevMQRJ1RoGjFd8HOJgRqSAjae+/Zm4z//Af966/BJH/FSJIkSZIkSVJFIf/6l5yinX87NEXjcuJlLsVfIsgnqMDHippD4PiHAKiXFqHLAJNjfH3Rf/oJo39/tEmTUBISqBMRx/IX/kBJaIHx0kulMob1uk4frfgCLUm//sj0d4YxvkYooYsWgw+46SpjIgN49u111Ktcr2gniIujj6qBquERm8RDzR/ioeYPQXoCpF5Gid/P8PjNTKy2lypJqfbDhMkHo8mLGA0ngsmjiFdZxlitaE8/jTp7tr1Jf/lljLfeumUysyRJkiRJkiRJKhgZYLoF9erVy9lDuClPF0+aV2/OoSuH2HV5l2MBpsrtEB7BKMnnUa5sAMs1cKlSgqO9NYmRI7F27cqRwX1oc+wyJkNASAjK33/j26pViZ5bnz8PY8MG9N69C7S/NnwEfXQdbfiIGzKLADaf38wjSx4hwhwB16CyW2WePuHLM+F1qG7R0AsTXNLTIDUCJeUypF6G5hdQPNPBPQ08UjGtbgEp4SjWBPshWUuYC8WM0WA8RtOp4FrN8fOXdSkpaCNHov75JwBCUTA+/hjj6aedPDBJkiRJkiRJkpxBBphuQb0L+Kbd2ToFdrIHmIY0GXLzAzJlTpM7+SmKsKJc/hNRZ3TJDbQc2rBhQ8F+DurVo/meU6zv35/eO3agGAbqli1M2r0bpXt3xNChxTKeqi5eeB25RmLz64FAh35OM7OHDP2GTfOPzGfsn2Ox6BZ8hA8hd4Qwps0YfO97EFQNuPGYG1gTUUNnoERttgWUUi6jWK5m36dLjmMSYvLsbqFLI+7rtxw869783OVRTAzakCGo27YBIMxm9NmzEcOGOXlgkiRJkiRJkiQ5iyzyLRVZVRcvgk6mUtXFy6HjOtXMqMMU5mAdJkAEXQ9IqXI1uRs4VKTbbObvHj3Q//4bUasWAO6pqZgeegjtySchsegrvx3sMY3/NRnCwR7TitxXJiEEn+z8hFFLR2HRLQxuPJhxlnFM7DQRr4L+LOqpqKe+wLSyMdrhV1EjVqPEHboxuJTb+TVPQtVKbDUF8YdLY/TGz/Oa++309XmYCZ4Dbt3gUlgYpj59rgeXvLzQly2TwSVJkiRJkiRJquBkgEkqlKzL2B/sMY1+EVUcDh5kriS3N2IvVsPq0LGiSieEWyAASuTfkB7v0PHSjUT37lj37MF44AF7mzp7Ni5du+J+5EiR+3ckY+m7fd9x77x7+d+W/7H94nbSFcO+TTd0zsedZ8pfU3h53csAPNPhGX4b/BtmzNc78fVlvYe7bTW4nAwrytnZmFY1RzswBSXLaoRCMSM8gjGqdsEIGoLe4Bn0lu9gbGyGsbo9xqJuGD/3xDokhm6+oxjmM5SnPftjtHqP79zacMxU3fEHp7w4fhxTz54oGT8Pws8P67p1iL59nTwwSZIkSZIkSZKcTU6Rkwpl48aNRZ6K16RqE7xdvEmwJHD06lFa+TlQ90dRbdPkQr9CMSwo4SsQtR8q0nhuZQWeMle5Mvqvv7IoJYWhGzeiJCWhhobS8NFHsZ49Cy+8AGrucekCnyMfQghe3fAq0/+ZDsCaM2t4a8tbeN6m0SbRm0iXNM5/4EO6kW4/5oO+H/Bsp2dRchSV1ufPY31ICD2nZQl8CgPl4gK0I9NQEkOz7W/UehC96avg0xSUG69RO70+Y8oduU7Vu9Upu3ahDRqEEh0NgKhXD+uff0KDBk4emSRJkiRJkiRJZYHMYJKcRlM1OgR0AAo7TW6w/bacJndd680h/O1/jdabr5ecdmjKnKKwr1UrrLt2YbRvb2uyWjG/9hrawIEQFpbrYTnPkTXLrSDS9XTG/jnWHlx6st2TDG0ylKruVUnSdLb5xhLqnkK6kY6iaGjuVajv2Y/ZaTH24FLOAvf2+0KgXF6B6a+OmHaOyhZcMgLuIv2OXehdfgXf5rkGlyo6ZfVqtP79rweXWrfGunGjDC5JkiRJkiRJkmQn30lJTtWxpm2a3K7Luxw+VlTrhnD1A0CJWAvWpGIdW3kVbUnkUiM3oi1FrJ3UsCH6pk1YX3gBkRHAUTdswNS+PcrSpTc93JGgVpIliaF/DOWXw7+gKRqz7pnFF3d+wdwhcwmbHMa+vZ2Yc6Il6w+24/Qzp6nW4Sn8Wo0iuUXzbNeZM4Oqd+/eKNf2oG3sh2nbYJS4w/ZtRrXbsfbeiN59CVRqU+CxVjTK3LloQ4agJCcDYPTqhXXdOvD3d/LIJEmSJEmSJEkqS2SASXKqToG2Qt+FCTChaBg1B9lu6ikoEauLc2gSgIsL1rff5vS33yICM2peXbuG6cEHUZ9+GjKCDjnllkWVl6vJV+n/W39Wn16Nu8mdhQ8uZHSr66sCqopKa1MQ/kn16EkdavnUQilIllHSObR/RmFadxvq1S32ZqNye6y3r0Dv9Tei2m0376cCUxYvRhszBsVqq5FmDB2Kvnw5+Pg4eWSSJEmSJEmSJJU1MsAkOVVmgOlo1FES0hIcPl5OkyseWaeWacNH0OfIUbThI+xtSR07krZrF8b991/f77vvMHXuDPv339BfQbOozsWeo+fPPdl9eTdV3KuwduRa7mpw1w376fPnsb55M/T5825+MZYY1IMvY1rdAvXifHuz8GqAtetc9L7bEf53QI6aTcWhsCsqlkXK2rVojzyCYtgKrOtPPIH+yy/g6urkkUmSJEmSJEmSVBbJAJPkVP5e/tT2qY1AsDd8r8PHi+o9ES5VAFDCV4GeUtxDrBCyTS2Li6NPcgrExWXfqWpV9PnzsX7zDcLDAwDlxAlM3bujfvopihAOnfPQlUP0/Lknp66dorZPbTaM2kDnmp0LfxF6GurJTzGtbIJ28hMUwwKAcKmK3uYTrAMOIIKGlkhgKVNhV1Qsa5Rt29AefBAl3VZM3Rg9GuOLL0DTnDwySZIkSZIkSZLKKhlgkkpMQYs8dwi0Ffou1DQ51YwIvBcAxZqIEvGX431IBacoiLFjsf7zD6JNG1tTejraSy/xn3nz4MKFfA/XDZ3zcef549gf9JnTh/DEcJpXb86mRzfRtFrTwg8r+h9Ma1qhHXwJJT0GAKG6oTd5EetdxzEaPg2qS6H7r1D277etFpdiC9Yagwejz5iR5+qBkiRJkiRJkiRJIANMUgkqaJHnItVhAoygIfbbatjiQvUhZeHrC4Zu+56XJk2wbtmC/txz9qaG585hatsWZfZsyJLNFJkYyaNLH6XZN83w+cCHhl815OHFDxOfFk/3Wt3ZMGoDNb1r3nRYOVeIy9TcGoW2+R6UpLMACBSM4EewDjyC0fIdMOdzHY7w9WW9h/tNH5u8xlkuHD2K6a67UOLjATD690f/+WcwmZw8MEmSJEmSJEkquz7++GP69OlDrVq1aNiwISNHjuTUqVPZ9omMjOTJJ5+kcePG1KxZk549e7Js2bJs+8TExPDEE09Qu3ZtgoODmThxIomJRVy8qRTJAJPkdJkBpt2XdyMcnGYFIPz6IEy2osPK5RVgpBfr+Mqam2WGFbUOkD5/HvrqVfnWO9qwYQO4umK8/z7WlSsRNW0BIiUhAdOTT/LbG8sIiErAkhBGpx86MffIXEJjQkk30jGrZhpUacBT7Z5ixYgVVHKrVKBx5VwhDqCuHsP8xKUo1oyASNUuWPv9g97pB/Co5fjF58NeB+omj01u4ywXzp61BZeiowEwundH//13WXNJkiRJkiRJkm5i+/btPP7446xdu5ZFixaRnp7OkCFDSEq6vtL5+PHjCQ0N5bfffmPbtm3ce++9jBkzhkOHDtn3eeKJJzh+/DiLFi1i3rx5bN++ncmTJzvhigpHBpikYqcNH4F258AbCkXnpX1Ae9xMboQnhnM46vBN97/xhK6IgAEAKOmxKNE7HO+jHLlZZlhp1AHKOgbRrx/W/fvZ27Klva3v3gusH/cT981dRHhCOE2rNWXlQys5/cxp4l+K5+hTR/n8zs9xN7sX6vxVXbyorsez4NoiqouMqVxVu6D3WAWV2xbp2iqksDBMd96JcvkyAKJtW/TFiyGj1pYkSZIkSZIkSXn7448/ePjhh2natCktW7bk66+/5tKlSxw4cMC+z65du3jiiSdo3749derU4YUXXsDX19e+z4kTJ1i3bh2ff/45HTp0oGvXrrz//vssWrSI8PBw51yYgyrUvAdd17N9lwpPCJHtccx6X4uNA02lT3Iy6MZNH28X1YV+dfrxZ+ifLD2+lOZVmzs+nhoDcbm4wHYnbDl6lW4O91Fe5HzsC7JPQY7JS27Pm5z9mcc9RUydeqR7emKcOYnrlWv4pur8tAQmXQyk7m8L8KhdP+Pgoj8H93V8BpfNd6BqtnRRw6c5lq4LQXGDEnx+5/Y4ZubcldvXlatXcRk4EOWsbYqh0aQJlmXLwMurRB/LikD+zpGkwpHPHUkqHPnckSTH5fW8yZxZEx8fj5JlkSBXV1dcC5DhH59RcqJy5cr2tk6dOrF48WIGDBiAr68vixcvJi0tje7duwOwe/dufH19adv2+gfmvXr1QlVV9u7dVLm44QABAABJREFUyz333FPIqyw9FSrAdObMGQBCQ0OdPJLyz2KxcOLEiVzvN9V1ELalzTFEtv3y0sG7A3/yJwsOL2BotaEOj0ez1qM5KgoG1vNLOeEyxuE+youcj31B9sl5/+DBg7Ru3dqh82Z93mTtTxc6V43TLPK/yqgWUaT1sPDZahiVkenZfu9lrB1vI2zqVGIHDizyKm6qnky980+iphwFIM1ck1D/T7CejQKiitT3zeR8HK1WK5qiogujQD/nZY0WF0e9p55CPX4cgLSaNQn97DOs0dGQMVVOKjr5O0eSCkc+dySpcORzR5Icl/N5oygKwcHBtGjRIlsNpJdffpmpU6fm25dhGLzyyit07tyZZs2a2dtnz57NY489Rr169TCZTLi7uzNnzhzq1asH2Go0Va9ePVtfJpOJypUrExkZWdRLLBUVKsBUr149Tp8+TYMGDdDkcttF4uLiQuPGjXO9b9I00DJmX+pGtv3y8litx3jrwFscjzuOm78bwb7BDo9JXO2KEr0NN8s5mtTUEF4NHO6jPMj52Bdkn5z3582bx7Bhwwp0Pl3XCQ0Nzfa8MbmYuOx6mUUnFrHs5DKutLti37+SayX+euNeYueG8cyWf1GuXMEUH0/wq68S9M8/pH/+OdSo4cglZxlMGuYdD6Cl2KZSJqR74tJ/DfW96heuPwflfBxNl02oiooiCvZzXqZEReEyejTqsWMAiIAA+Osv6tet6+SB3Tpye+5IknRz8rkjSYUjnzuS5Li8njdCCCwWC//+++8NGUw388ILL3Ds2DFWrVqVrf2dd94hLi6OJUuWUKVKFVauXMmYMWNYuXIlzZs7PounLKpQAabMHxhN0+SLbhEpipLtMcx2X7H/AwoFeqz9vf3pFtSNLRe3sCJ0BRM7TXR4TCLwbojeBoApcjWG77MO91Ee5HzsC7JP1vva8BH01XVcHh6Zb7HqnDKfN/OPzOdL1y/5YP4H9m1V0k0Miq7BA1HV6fnLVlw0F0L2hmD94he0yZNRf//d1seyZajbtqF//jniwQcduWwQOtqux1Gv/G27a/ZlduhQxvs2cqyfIsjtsc/8dVOuXlMiIjANGICSGVyqUQPrqlWoDW7NoKyzyd85klQ48rkjSYUjnzuS5Licz5vMKXI+Pj7ZAkw38+KLL7JmzRpWrlxJzZrXV8o+e/Ys3333Hdu3b6dp06YAtGzZkh07djBr1iw++eQTatSoQVRU9hkZVquVmJgYahT2A/pSJot8S2XGoMaDAFh2ctlN9sydEXi3/bZyeUWxjEnKbubemYxaOopkJRnF5EalGm1YMWIFl4/ew8OXO3CnUQ8XzeX6AdWqof/yC9a5cxHVqgGgREdjGjkS7eGH4erVgp1YCNR9k1Av/WG7q7mjd19Cky7Di/sS89WrV69s94u6Yp9ThIVh6tv3enCpZk2s69ZBlvRdSZIkSZIkSZIKTgjBiy++yIoVK1i2bBnBwdln5CQnJwOgqtlDMJqm2YNZHTt25P/Zu+/4pqr/j+Ovm3TTsimjbFr2EihFcDAUFEH9gTJEnLgQBwqyREDFLSrLgfp1A4o4GAoiBURkS9nQMoQyWijQUmhpm9zfH5VIW0qbNN3v5+PRR3vXOZ+b5CQ3n55zbnx8fIaJwVetWoXdbqdt27b5ewJuogSTFBm9G/YG4I/DfxB33oX5XwIaY5ZJH79qnFwNKWfcGF3JYZs7h+XNmjrVewngzbVv8sSS9J5lflVbUbXNQ3jVuZYb69+IZe632B8fmqHMS5MxZt++pG3Zgv322x3rLPPm4dG6NcaPP+ZYt2XHBKz7Z6WXZXhgu3oOZuVOdOnSxalzyKvM9RXEHfvc6p9/0pNLkZEAmHXqpCeXGhZcLzARERERkZJmxIgRfPvtt8yaNQt/f39iYmKIiYkhKSn9jtcNGzakfv36DB8+nE2bNnHgwAGmT59OeHg4PXv2BKBRo0Z069aNp556ik2bNrF27Vqee+45+vTpQ/Xq1Qvz9HJNCSYpMuqVr0fLwJbYTTuLolzogWQYjl5MhpmGEbPUzREWvlarJrCs2ilarZpQYHWapsl7O97jhZUvAFCpVkeaXgjDDhl67mROvmRJ/gQGYps7l7Qvv8SsWBEgfX6mfv2w3nMPnDp12fote9/Duus1x7It9GPM6je74cxKmX370pNL/97swKxfn7Rly+DfSQVFRERERMQ1n376KQkJCfTq1YvGjRs7fn744QcAPD09+fbbb6lcuTIDBw7kmmuuYc6cOcycOZPu3bs7ypk1axYhISHcfvvt9OvXjw4dOvDuu+8W0lk5r1TNwSRF360Nb2Vr7FZ+3vsz97S8x+njzeo9IXIaAJaji7HVyt1E1sVFXEoiZxr6YEtJzHnnf7VaNQH/aqf4cdUEp3vaRJ2KYtTvo1gQuQCA17q+xjMdnmHChAlMGupCrx3DwOzfn7Trr8c6dCiWhQsBsMyZg7FiBbZ338X8v/9z3GnOOPgl1oiRjsNtrd/BrHOX8/WWdnv24HHTTRhHjgBghoSQtnQpXDIuXEREREREXHP69Okc92nQoAFffPHFFfepUKECH3/8sbvCKnDqwSRFyq2NbgXgt/2/cT71vNPHm1WuxfQIAMA4/ivY09waX2HLbs6f8PBwt9Zz8vxJnln6DK0+asWCyAUYpsH0HtN5psMz7qmgWjVs339P2v/+h1m+PADG8eN4DBiAtW9fOHwY4+gCrBsfdhxia/o89pDH3VN/abJjBx433PBfcqlJk/RhcUouiYiIiIiIGynBJEVKq8BW1ClXh6S0JH7b/5vzBVi8MKvdCICRcgrj1Do3R1i4Ms/5Y+0/AOtNN2OZMRNr/wG5OiYns3fMpvH7jZm+cTqp9lR61O/B4HODebD1g247DyC9N9OgQelzM/077hjAsnAhHi2bY53YH8NmA8AWPBR70/Hurb8UMJYswePGGzFiYgAwW7ZMHxZXrVohRyYiIiIiIiWNEkxSpBiGwW0N83g3ueqX3k1uoVviKrLi48Fipev5pPS/8+h00mkeW/wYCRcSaF21Nb8O/JVF88tw1+7TeA4c5Ngv893U8qRGDWw//EDa119j/nv7TeNcEsZnaTAR7Ck3YW89xTFsTnIhMRHLsGF49O6N8e+d+uxt26YPi6tSpZCDExERERGRkkgJJilybm2YPkxuUdQi0lwY4mZWvxmT9GSE5egi+Pe2j5KzT7Z8wvnU8zSv0py1D6yla72uGPHxdElMxLgkgeX2u7cZBuadd5K2Zj7mDT7/rd8HxkPLsIx/Af69A4NcmbFmDR6hoVg/+sixzt6jB7Zff4V/J1cXERERERFxNyWYpMjpWKsj5X3KcyrpFBExEc4X4F0Zs9LVABhnd2PE/eXmCAuWu+dXyk6qLZWZG2cC8FT7p7AYBfz2cD4aj60DMe5PhufBrOkLgJGWhvWNN/Bo0wZj+fKCjak4uXABy9ixWLt2xdi3DwDTzw/b9OnYfv4ZypUr5ABFRERERKQkU4JJihwPiwcdgjoAsO6Ia3Mo2es/4Pjbsvc9t8RVWFasWJH9xnLlwG5juZ+vUwmEyw1x+2HPD0SfjSbQL5D+zfo7H2heXIjD449bMM4fAsDs0IK0iL3Ynn8e09MTAGPfPjxuugnrgw9CXFzBxlfURUTgcfXVWN96C8NuB8B+9dWkbdyI/eGHNbxQRERERETynRJM4jRr/wF03bEz20ml3aF9jfaA6wkms1Z/TO9/5/M58hOcO+C22Arbpckh29w52H79heXNmmKbO+ey+1xu+XJD3KaunwrAw20exsfDJ8v2fJOWiHX1rRgJuwAwy9Qn7dqFEFAV+wsvkLZhA/aOHR27W778Eo8WLTC+/lrDH202LG+8gUfHjhjbtwNgenpimzwZ2/LlEBxcyAGKiIiIiEhpoQSTOC8+3m2TSmcnLCgMgPVH17tWgNUbe/BjABjYsUTOcFdo+S6nIXG5mf8o8z45HbM2ei3rj67Hy+rFI20eyTlId7FdwPrnnVhObQDA9KlG2nWLwbf6f/s0bYpt+XJsM2Zgli0LgHHyJB7334+1Vy/Yv7/g4i1KoqKwdu2K9fnnMVJTATBbtCBtzRrsI0eC1VrIAYqIiIiISGmiBJMUSaE1QgHYd3ofJ86dcKkMe4OHMS3pPXEsB/4HqQluiy8/XXFIXD55b336MMKBzQZS1b9qwVRq2rCuvxdL7O/pi57lSbtuEfjXz7qvxYL9oYdI27oVe58+/63+7Tc8rroKy9tvQ5rzE8IXS6aJ5aOP8GjXDstf6fOLmRYLtpEjSVuzBlq1KuQARURERESkNFKCSZxXrtyV5/xxcV6gS5X3KU/jSo2BPPRi8q6MWWcQAEba2fQkUxFXEMMPM/sn/h9+2PMDAE+0f6JgKjVNrJuGYYmen75o9cV2zU9QrsWVj6tRA9ucOaR9/z1mzZoAGElJWMeMwePqqzF+/x1stvyOvvAcOYK1d2+sw4ZhnD8PgNmgAbbly7FPngze3oUcoIiIiIiIlFZKMInTbHPnZJnzJ/P2y80L5KyLw+RcnYcJwNbwv4SJJXI62It4L5dMww9brZrAsmqnaLVqQr5V+f7G97GbdrrU6ULLwJb5Vs+lLNvHYznwCQCm4YGt47eYla/O9fFm796kRURgGzYM898JrI2ICDxuvhmP4GAso0bB33+XqDmajLlz8WjTBsvSpY51tocfJm3DBsxL5qgSEREREREpDEowiUtymkTaHfI8DxNA2abYq/UAwDj/D8bRn9wRWoGJS0kkuqEPcSmJ+VJ+Ykoin2xJT/Q82f7JfKkjM8ued7DufgMAEwNb+08x/32OnBIQgH3KFGx//IHZvLljtXHkCNZ33sEzLAyPFi2wvPwyREa6K/yCFxeH9a678Bg8GOP0aQDM6tVJ+/ln7NOng79/IQcoIiIiIiKiBJO4yNlJpF3RPij9TnIbjm7AZnd92JO94VOOvy17p+Y5rpLk84jPib8QT0jFEG4Ovvmy+5jlyhHu74/p4nDHSxkHPse6dZRj2X7Ve5i18zYc0GzfnrR160j78kvst9yC6eHxX31792J98UU8mzXD2rEjlpdewpgzB2PjRvg3WVOUGb/8kj7H1Lx5jnX2fv1I+/tvzJtuKsTIREREREREMvLIeReRwtGscjP8vfw5m3KWnSd30iIwh/l5smEGdsMs2wwjYQeWuL+wx63HrNTezdEWPza7jekbpwPwROgTWIzL55tTZ3/N0nHjuH7yZPJyXzLjyE9YN/53hzpbswnYgx/NQ4mX8PTE7N8fW//+EBeH8cMPWObMwbJqlWMXy8aNsHFjhsPMihUxGzSABg0w//25+DdVqsC/w++uJD9675GYiOW557B+/PF/sVaogG3qVMz+/d1fn4iIiIiISB4pwSRFltViJbR6KOH/hLP+yHqXE0wYBraGT+Lxb3LDEvketkpfuzHS4mlR1CL2nd5HeZ/y3N3i7nyty4hdgXXt3RjYAbAFD8PeZGz+VFapEuaQIdiGDMF2+DCW777DMmcOxpYtWeM6dQrj1CnYsCHLNjMgAIKDsbdrhxkWhhkWBiEhYMmYiHN37z3jzz+xPvggxv79jnX2m27C9sEHUKOGW+sSERERERFxFyWYpEhrH9Se8H/CWXd0HQ9e9aDL5Zi1B2Juex7jwgmM6Plw/hD41XZjpMXPtPXTAHiw9YP4e115Hp9WrVq5XtHpzVj/7IthvwCAvfZd2Fu/laveQXlWqxb2Z57B/swzEBWFsX07xr59sG8fxr8/HD6McZnJwI2zZ+Hvv7H+/TfMmgWk9yIy27dP/wkLw2zfHsqXz1uM589jbNmCsWEDxl9/YfzwgyMes0wZ7G+8gX3IkIJ5vERERERERFykBJMUae64kxwAVh/sDR7BuvNlDNOGJXIm9lavuSHC4mlLzBZWHlqJ1bAytN3QHPd3OcF0dg8eq3phpJ0FwF69J7bQWZDNcLx8FRyMGRxMllRScjIcOPBfwunS5NPBgxh2u2NX4/RpjCVLYMkSxzqzcWPMsDDsFxNOzZqBNZvBhGlpsHMnxsaNWDZswNiwAXbswLBlnWPM3rEjtk8+gQYN3HDyIiIiIiIi+UsJJik04eHhOQ4val8jfa6kXSd3cSb5DOV9yrtcn73BI1h2v4FhT8Fy4BPszZ4Hj5JxBy5n5wGauj59svO+TfpSq2ytfIgIOH8Yj5U9MVJOAmCvfA22q2eDxTN/6nOVjw80aYLZpEnW5NPZsxibNmGsW/ffz4kTGXYxdu/G2L0by+efA2D6+2OGhjp6OpGUhLFxY3oPpb//xjh//orhmAEB2EePTu91lV2iSkREREREpIhRgknyTU5JjxUrVuSYYAosE0j98vXZf2Y/G49t5IZ6N7gekE9VzNp3YRz8DCM1HsuBz7GHPO56eUWIM/MAHUs8xtwdcwF4qv1TOeztogsn8VjVEyPpMABmuZbYOs0Hq2/+1JdfAgIwO3fGvPhaNs303k7r1mGsX5/+e8sWjLQ0xyFGYiJGeDiEh+dYvGmxQNOmmKGh2ENDMdu2hebNwbOIJeFERERERERyoAST5Bt3TX7cPqg9+8/sZ92RdXlLMAG2hk9gOfgZAJbIael3MTNKVy+RDzZ9QKo9lQ5BHQitEer+ClLPYv3jVoyzewAw/YNJu24ReJV3f10FzTCgfn3M+vUxBw5MX5eUlJ5kWrv2v8RTdPRlDzfr1cNs2za9h1NoKOZVV0GZMgV4AiIiIiIiIvlDCSYp8sJqhDFnxxzWH1mf98LKtcAe2A1L7O8Y5/ZjHF2IGXRb3sstJpJSk5i1OX3C6ifbP+n+Cs5sweOvQRiJkQCYPjXSk0s+Vd1fV1Hh64t59dWYV1/937ro6PRE06ZN4OOD2a4dZrt2UKVK4cUpIiIiIiKSj5RgkiLPMdH30XWYpomRx7tp2Rs+hSX2dwAse6diK0UJptk7ZnMy6SR1ytXh9ka3u69g08QSNRPL1lEY9pT0VZ4VSLtuIZSp5756iouaNTFr1sTs06ewIxERERERESkQhXArJxHntKzaEm+rN6eSThF1OirP5ZnVumMGNALAcvIPjONLcjiiZDBN0zG599B2Q/GwuCm/nHIK65q+WLcM/y+5VP4q0rqthnLN3VOHiIiIiIiIFGlKMEmhaLVqAsuqnaLVqgk57utl9aJN9TYArDuyLu+VGxZsjZ51LFrX3Q9JR/JebhG37MAydp7cSRnPMtzf6n73FJqWiMfKm7EcXehYZQt5krSuqyAgxD11iIiIiIiISJGnBJMUiriURKIb+hCXkpir/TsEdQBwzzxMgFn3HuzVewJgpJzEuvYesKflcFTxdrH30n2t7qO8T/m8F2hPw7r2bowzfwNgelUirdMP2Fu/BVbvvJcvIiIiIiIixYYSTFIstK/RHoC1R9a6p0DDgi30E0zfWkD6UDnLzhfdU3YRtOvkLpbsX4KBwbDQYXkv0DSxbBmO5dji9EXPcqR1XoZZ45a8ly0iIiIiIiLFjhJMUixcnOh7W+w2zqWcc0+h3pWwXf01ppE+F5Fl1+sYx5e6p+wiZvqG6QD0atiLBhUa5Lk8y94pWPd9CIBpeGLr+B2Ua5bnckVERERERKR4UoJJioWaZWsSFBCEzbSx+fhmt5VrVuqAvcXLABiYWNfdV6TmY6rk5U/NvclU8vJ3uYy483F8te0rAJ4KfSrPMRmHv8O6dYxj2Rb6IWZg5zyXKyIiIiIiIsWXEkxSbFwcJueWib4vYW/4dKb5mAYXmfmYIq6bxA3HKxJx3SSXy5j19yyS0pJoVbUV19a+Nk/xGCfXYF3/gGPZ1mwCZp2781SmiIiIiIiIFH9KMEmxcXGYnLsTTFnnY1qNZYfrCR1nhYeH51vZKbYU3t/0PgBPtn8SwzBcLss4G4n1zz4Y9gsA2Oveh73JWLfEKSIiIiIiIsWbEkxSYPKaSLk0wWSapjtC+k+m+ZisuwtuPqYVK1bkW9lvr32bY4nHqFamGv2a9HO5HGvaKTzX3IaRcgoAe9UbsLWdAXlIWImIiIiIiEjJoQSTFJi8JlKuqnYVHhYPjp87zuGEw+4J6hLp8zFNdiwXtfmYnLUlZgsv/5E+v9TkrpPx9vB2rSBbEvUOPY3l3AEAzHLNsV09Byye7gpVREREREREijklmKTY8PP0o2VgSyAfhsn9K30+pluAojcfkzMupF3g/p/vJ9Weyq0Nb+Xu5i7Ok2SaeG58iDJJW9MXfWqQds3P4FnWjdGKiIiIiIhIcacEkxQrF4fJrT+6Pn8qMAxs7T/B9KsN/Dsf065X86eufPTiHy+y48QOqvhVYebNM12ee8k4thDrke8BMD38Sbv2R/Cr6cZIRUREREREpCRQgkmKlfZB+XMnuQy8KmLr8N98TJZdr8KZiPyr71LlyrHczxfKlXOs6ty5s1NF/BX9F2+vfRuA6TdNJ7BMoGux2C5g3fKcYzG1zUwo39q1skRERERERKREU4JJipUOQR0A+Pv431xIu5Bv9ZiVwrA3HgmAYabhseEhsKe6vZ5WqyawrNopWq2aAIBt7hzsjw/FNneOY58uXbrkurxzKed4cMGD2E07dzW/i/9r/H8ux2aJnIZxbh8AiX5tsQfd4XJZIiIiIiIiUrIpwSTFSv3y9ansW5kLtgtExORvryJ7k7GYZZsBYJzZgmXPW26vIy4lkeiGPsSlJDrWOZNQymxs+FiiTkcRFBDEu93fdT2w5OOOoYEmFo5UG6k7xomIiIiIiEi2lGCSYsUwjIIZJgdg9cYW+jGmYQXAsnMyxO/I3zrz4PcDv/P+pvcB+OiWjyjvU97lsqzbXsBIOwuArd4DJPs2dkeIIiIiIiIiUkIpwSTFzsWJvtcdzecEE2BWbIu90TMAGPYUrBseKpJ3lYtPjufhRQ8D8EibR7ix/o0ul2Wc2oRx8HMATM9ypDV9wS0xioiIiIiISMmlBJMUO2E1/r2T3JF8upNcJvam4zED0nvwWE5vxLL3Xce28PDwAokhJ8/89gyHEw5Tv3x9Xu2ah7vemSaWLc9gYALp5453FTdFKSIiIiIiIiWVEkxSKCp5+VNzbzKVvPydPrZdjXYYGByMP8jxxOP5EF0mVh9sobMw/20ulh2TIGE3ACtWrMj/+nPw896f+XLblxgYfNL7E/xdeEwvMg7PxRL3FwBmQCPswY+5K0wREREREREpwZRgkkIRcd0kbjhekYjrJjl9bFnvsjSt0hSA9Ufd24spux5JZqUw7A2fAsCwX0gfKmfa3Fq3K06cO8HQxUMBGN5hOJ1qdXK9sLRzWLeOdSzaWr8FFs+8higiIiIiIiKlgBJMUiw55mFy80TfV+qRZG8+kXPWmgBYTq3DEjnNrXU7yzRNhv06jNjzsTSt3JSJ103MU3mWPW9hJEUDYK92M2a1Hm6IUkREREREREoDJZikWCroeZgAsPryZWQXTAwALNteoJLXqYKrP5PZO2bzw54f8LB48L9b/4ePh4/rhZ37B8vutwEwDQ9srd9wU5QiIiIiIiJSGijBJMVS+6D2AGw8tpG0ArqrW6tVE/i0rB9f+rUFwLAn0zdoEZj2Aqn/UkfOHuHppU8DMLbTWK6qdlWeyrNuHYNhTwbAHjIMAhrlNUQREREREREpRZRgkmKpSeUmlPUuy7nUc+w4scMtZbZaNYFl1U7RatWEy26PS0kkuqEPE7zaYZapD0DdMtFYot53S/25ZZomjy56lDPJZ2hbvS2jOo7KU3nGiT+wRM9LL9u7CvYmY3M4QkRERERERC6aMmUKXbt2pVatWoSEhDBo0CAiIyOz7Ld+/XpuvfVWgoKCqF27Nj179iQpKcmx/fTp0zz00EPUrl2bOnXq8MQTT5CYmFiQp5InSjBJsWQxLLSvkd6LyV3D5C4mkOJSrtyAzxue2Np9+F8sO16E1Hi3xJAbH//9MUv2L8Hb6s0nvT7B05qHibhNG9YtzzgWbc1fBK/yeQ9SRERERESklFizZg1Dhgxh6dKlzJ8/n9TUVPr06cO5c+cc+6xfv5477riDLl26sGzZMn7//XceeughLJb/0jIPPfQQu3fvZv78+cyZM4c1a9bw9NNPF8IZuUYJJim2LiaY1h1170Tfl8r2rnKB12MerA2AkXoa6+Tr8i2GS+07vY/nfn8OgJc6v+S4m56rLHunYpyJAMAs3wqz3n15DVFERERERKRUmTdvHnfddRdNmjShRYsWzJw5k+joaLZs2eLYZ9y4cTzyyCMMHz6cJk2aEBISwv/93//h7e0NwJ49e/j999+ZOnUq7dq14+qrr+b1119n/vz5HDt2rJDOzDkehR1AQbLZbBl+S8EyTTPDY5952Vmh1UMBWBu91m3Pqfnv74vlhYeHc9111112u3VdENQ+jGExMYIjsSXFudT7J3Od2bHZbQxZMIRzqee4ptY1PN728TydtxG/DY/t4/+NwSCl5Vv/TieVsUy1GxHXqO2IuEZtR8Q1ajsizsuu3Zhm+re0hIQEDMNwrPf29nYkhK4kISEBgAoVKgBw4sQJNm7cyJ133kn37t05ePAgISEhPP/881x99dUAbNiwgXLlynHVVf/Nr9u5c2csFgubNm2iV69eeTjTglGqEkz79+8HICoqqpAjKZ1SUlLYs2dPtsvOqpCS3lj3ntrL+m3rKedVLk/xpaWlYTUs2Ey7I65LY8y8vckZb6x7q2FtfAzDO40z6yYQEzg0z3Vm54vIL/gz+k98rb6MaTyGyL1Zx/TmlmFPIWT/IAx7CgAnKg3mWFwViMs+BrUbEdeo7Yi4Rm1HxDVqOyLOy9xuDMOgTp06NG/ePMMcSKNGjWL06NFXLMtutzNmzBjCwsJo2jR9xMnBgwcBeO2113jppZdo0aIFc+bM4fbbb2fNmjU0aNCAmJgYqlSpkqEsDw8PKlSoQExMjBvOMv+VqgRT/fr12bdvH8HBwVit1sIOp9Tx8vKiUaNG2S67IvivYKJOR3GmzBna12+fp7I8jnpgMSwYpt0R16UxZt7uYbXCtgaYDY9jWEyqnp5N+bAJ4FUxT3Vezs4TO5mxewYAb97wJl1bd83DmYLHtjF4XEhPUNnLNqfsNVMpa718Jt5msxEVFaV2I+IktR0R16jtiLhGbUfEedm1G9M0SUlJYfv27Vl6MOVkxIgR7Nq1i19++cWxzm5Pv/P4fffdx6BBgwBo2bIlK1eu5KuvvmLChMvfaKq4KVUJposvGKvVqjfdQmAYRobHPfOyK8KCwog6HcWGYxu4OeTmvIbIxbeOi3FlifnS7QaQ6AeRQdAoGiPtLJ77pmFv/mKe6sws1ZbKQ4sf4oLtAjc1uImH2jyU4U3OWUbsSqyR7wFgWrywhX2G1csvx+PUbkRco7Yj4hq1HRHXqO2IOC9zu7k4RK5s2bJOffcaOXIkS5YsYfHixQQFBTnWV6tWDSBLp4JGjRoRHR0NQNWqVTlx4kSG7WlpaZw+fZqqVas6d0KFRJN8S7EWFhQGwPqj7rmTnCvMiHqYtvQ3HUvkdLhw0q3lv7bmNTYf30wFnwp80PODPCWXSI3HuuFBjH9nfrI3fxHKt3RTpCIiIiIiIqWPaZqMHDmSRYsW8fPPP1OnTp0M22vXrk316tWzDMWLioqiVq1aAISGhhIfH59hYvBVq1Zht9tp27Ztvp+DOyjBJMXapQkme/oM1QXvnC/srQGAkZaIZc8UtxW9+dhmXv3zVQDe6/EeNQJq5Kk8699PY5w/BIC9ynXYGz6V5xhFRERERERKsxEjRvDtt98ya9Ys/P39iYmJISYmhqSkJCB9ZMwTTzzBhx9+yE8//cT+/fuZPHkykZGRDB48GEjvzdStWzeeeuopNm3axNq1a3nuuefo06cP1atXL8zTy7VSNUROSp7mVZrj6+HLmeQz7I3bS+PKjQslDnNLXWh2AsOegiXqfewNnwafwDyVmZyWzP0L7ifNnkafxn3o37R/nsozDs/D8s/X6fF6lMUW+gkY6j4tIiIiIiKSF59++ilAlju9zZgxg7vuuguAxx57jOTkZMaOHcuZM2do1qwZ8+fPp169eo79Z82axciRI7n99tsxDINbb72V1157reBOJI+UYJJizdPqSdvqbVl9eDXrj64v2ARTuXIst9nompgInlWx138Ia9QMDNs5LHumYG+V8xtBJS9//HecIrFZ1onBJ66cyK6Tu6hapirTb5qet6FxSUexbh7mWLS1eRfK1Ml+fxEREREREcmV06dP52q/4cOHM3z48Gy3V6hQgY8//thdYRU4DZGTYq99UPrd49YdWVeg9drmzmF5s6bYfv0F29w52BuPxLT4AGDZ9z4k53wryYjrJnHD8YpEXDcpw/rVh1bzzrp3AHi/5/tU9qvseqCmiXXDQxgppwCw1+yLWXuQ6+WJiIiIiIiIZKIEkxQZ4eHhLh3XIagDUPAJpix8a2Bv8DAAhi0Jy+63XComMSWRIQuHYGJyb8t76RXSK+eDrsCy730sMb8BYPpUx9ZmOuSlN5SIiIiIiIhIJkowSZGxYsUKl45rXyO9B9P2E9tJTEl0Y0TOszceQYo9feSpZd+HkHTM6TJG/z6a/Wf2U7tsbd66wbUklcOZrVgiRjsWbaGzwLtS3soUERERERERyUQJJimyctujqUZADWqXrY3dtLPp2KZ8qSM7nTt3zrjCpxpr49JvIWnYk7HsftOp8pbuX8pHf38EwKxesyjnU87l2IzjS/AI74phTwbAFjwUs1p3l8sTERERERERyY4STFIgrP0H0HXHTqz9B+T6GGd6NF2ch2lN9Bqn4nK119RFXbp0ybLuj5NhmFY/ACz7Z8H56FyVdTrpNA8vTB9i93i7x+lSN2vZuWKaWCJnYP3jNoy0BADsFdpib/GKa+WJiIiIiIiI5EAJJikY8fF0PZ8E8fH5Uvz1ta8H4Nd9v+ZL+ZB+x7eae5Op5OV/xf3O2cpgDx4KgGG/gGX3G7kq/+mlT3M08SjBFYOZ3GWya0HaU7H8/STWLcMxsKevCroNW+dl4OHnWpkiIiIiIiIiOVCCSUqEW0JuAWBt9FpiEnO+e5srsrvj2+XYGz2D6ZGeiLLs/wTO7r3i/vN3z2f2jtlYDAv/6/0//DxdSwZZNz+Bdd+HjmVb4+ewXT0XPMq4VJ6IiIiIiIhIbijBJCVCzbI1aVOtDSYmv+z7pbDDAe/K2EOeBMAwU7H+PRxM87K7nuMcw34ZBsCIq0cQFhTmUpXG0UVYDnwKgGl4khb6MfYWL4OhZi4iIiIiIiL5S988pcTo3bA3AD/v/bmQI0lnbzwS0682AJaY3zCOzM+yj2ma/OLxCyeTTtIisAXjrxnvWmUX4rBuesyxaGszDbPuPa6VJSIiIiIiIuIkJZikxLiYYPr9wO+cTz1fyNEAHmWwtX7bsWjdMhLSEjPs8tX2r4i0RuJp8eTT3p/i7eHtUlXWv5/GSD4OgL3azZj17nc9bhEREREREREnKcEkJUaLKi2oU64OSWlJLDuwrLDDAcCscSv2ajcBYCRFY9n53+TdZy+c5dnfngVg/LXjaVW1lUt1GNHzsRyem16fZ3ls7d4Hw8hj5CIiIiIiIiK5pwSTlBiGYdA7JL0X04K9C/Jc3vsHw9nmeZr3D4Y71nXu3NnZoLBdNQXT4gWAZe97rP/tcwB+2vsTZ5LPUMFegRFXj3AtyORYrJuGORZtV70DvjVcK0tERERERETERUowSYlycZjc4qjF2Oy2PJX1WN0utEitwGN1uzjWdenS5QpHZMM/GHuj9ASSYaZR6+gEjBOr+XbHbACa2ZvhYfHIXVlp5zEOzcWyZQTW5dfjsSgYI+UkAPYat2LWvsv5+ERERERERETySAkmKZJarZrAsmqnaLVqglPHXVPrGsr7lOfE+ROsO7Iun6JzTnh4OPYmozD96gJQ2+8oHiu68pn5Gx8Fwu0+FXJX0PnDeCxti8e6wVgjp2KJ+wvDngyA6VUJW9sZGhonIiIiIiIihUIJJimS4lISiW7oQ1xKYs47X8LT6slNDdLnPPo5smjcTW7FihVg9cXW/mNMj7KO9VU94KFy8Gy9BVj+Hg72lOwLOR+Nx4ruGOf2ZVht+gdjr30XaV1XgE/V/DkBERERERERkRwowSQljjvnYcqrS3timVWuI+2WSL6N7kV4WgXO2//bzxo1A+uK7pB0NGshSUfxWPlfcsn0Dybtmp9IvfUYaTfvxBb2GQQ0KpDzEREREREREbkcJZikxOnRoAeeFk8iT0WyJ25PocaSpSeWVwWWnwmi64HTBB4wON30RdLsVgAscWvwWNYB4/gSSNwP5/6BhJ14rLgRIzEKALNMA9I6/4ZZ/WbwrlRYpyUiIiIiIiKSgRJMUuKU9S5Ll38n5i4KvZgy22ndCUDHOjfg32w0Hx24G9O3FgBG8nE8/uiN5y+N8VwcgueS1hiJkQCYZeqR1nkp+AYVWuwiIiIiIiIil6MEk5RIjmFykXlLMHXu3NkN0fzH0r8/B9P+BqB/s/4ARCfVIO3GtdgDu2Z7nOlXl7Trl4JfLbfGIyIiIiIiIuIOubw3ukjxckvILTyx5AnWRq8lJjGGqv6uTYDdpUsXt8a12RbNYZ9EfGwWbm90+38bvKtgu3Yh5oFPME7+BabN8WP61cLe8Gnwq+nWWERERERERETcRQkmKZFqlq1Jm2pt2Hx8M4ujFnN/6/sLOyQAvgk8DkDvuMqU9S6bcaPFA3uDR6DBI4UQmYiIiIiIiIjrNEROSqzeDd0zTM5dbHYbc6vEAHBXbLVCjkZERERERETEfZRgkhLrYoLp9wO/cz71fI77V/Lyp+beZCp5+edLPFPWTeGYdwoVUj246bTuACciIiIiIiIlhxJMUmK1qNKCOuXqkJSWxLIDy3LcP+K6SbzcuA8R101yeywpCdGMXzEegFcPNsTLVNMTERERERGRkkPfcqXEMgzjv7vJ7c3dMDl3T+oNYEs5R8K+JdhNO4NjqjEkJsjtdYiIiIiIiIgUJiWYpNB07tzZqf3Dw8OdruPiMLnFUYux2W1OH59XpmnnTNQv2FPP06xKM2ZGNsbAKPA4RERERERERPKTEkxSMMqVY7mfL5Qr51jlbG+hFStWOF3tNbWuobxPeU6cP8G6I+ucPt4Z1v4DsN50M1137MTafwAA56LXknL2CIbFk7l95uIXUDHL4+Bsok1ERERERESkqFGCSQqEbe4c7I8PxTZ3ToHW62n15KYGNwHwc+TP+VtZfDxYrHQ9n4Q9/gyvrH6F88c2ARBQvxsNKzXENncOy5s1zfA45MewPBEREREREZGCpASTFBh3J1JyO2TO2XmY8uqkRwq9mkcwcdVEAMpUb4tPxZACqVtERERERESkMCjBJMVWbofM9WjQA0+LJ5GnItl9cne+xvRXwBnaXvUXSyrG4evhS0C9Gyhb+5p8rVNERERERESksCnBJCVeWe+ydKmb3ntqYeRCx/pWqyawrNopWq2akKfybXYbS/YtYWDjbXRusYFo7ws0PO/H6vtW41ulSZ7KFhERERERESkOlGCSUuHiMLnZO2ZjN+0AxKUkEt3Qh7iURJfK3HliJ2OWj6H+9Pr0ntubbwNjSbOYdD4VxPp93WgR2MJt8YuIiIiIiIgUZUowSanQt0lfArwC2Ba7je92fudyOaeSTvHBpg/o+L+OtJ7VmrfXvs2xxGNU8q3EsHbDWPfAOq4ucw9+s793Y/QiIiIiIiIiRZtHYQcgUhAq+1XmmQ7PMGnVJCasnMD/Nf4/p8uYun4qY8PHkmJLAcDD4sHNwTdzT4t7uDn4ZrysXgD8yI/uDF1ERERERESkyFOCSYqkSl7++O84RWKzim4r8+n2T/PBpg/Yf2Y/H//9cZbtcefjSLOnUdW/apZt646s47nfn8Nu2mlVtRWDWwxmQLMBBJYJdPo8OnfunOdzERERERERESlKNEROiqSI6yZxw/GKRFw3yW1llvEqw/hrxwMwefVkyls8qbk3mUpe/vy2/zdCZobQ6P1GrDm8JsNx51PP88CCB7CbdgY2G8iGBzfwZPsnc0wuZXceXbp0cds5iYiIiIiIiBQFSjBJiREeHp7jPve3up/gisGcOH+Cfh5+3HC8Is+Wb8Bt395GYkoi51PPc9u3t7ElZovjmOfDnyfyVCQ1/Gvwbvd3nY5LPZZERERERESkpFOCSUqMFStW5LjP6lWreen6lwB4Z907LLcuZ8jCIaTZ0xjQbADX1LqG+Avx9Jrdi71xe1lxcAXTN04H4MNbPqSCbwWn41KPJRERERERESnplGCSUmXFihX0adyH0BqhnEs9xzqPdQA81/E5Pr/1c3648wdaV21N7PlYbp59M0MWDgHgoaseokeDHrmqQz2WREREREREpLRRgklKHcMweKXLK+l/mwbTb5rOy51fxjAMyvmUY+GAhYRUDOFwwmEOJRyiXvl6vNb1tVyXrx5LIiIiIiIiUtoowSSlRqtVE1hW7RStVk3g+jrX88vAX7g39V4ebvNwhv0CywTy612/UqdcHbysXnzc62MCvAMKKWoRERERERGRos+jsAMQcQdr/wF0tdmw3nQzlCuHbe6cLPvEpSRypqEPtpREALrV68Yqc9Vly6tVthbbHtlGXFIcQQFB+Rq7iIiIiIiISHGnBJOUDPHxdLVYwWKF+Hi3FOnj4aPkkoiIiIiIiEguaIiciIiIiIiIiIjkiRJMIiIiIiIiIiKSJ0owSZFg7T+Arjt2Yu0/oLBDEREREREREcm1KVOm0LVrV2rVqkVISAiDBg0iMjLysvuapskdd9xBhQoVWLRoUYZthw8fpl+/ftSoUYOQkBDGjx9PWlpaQZyCWyjBJEVDfDxdzye5bf4kERERERERkYKwZs0ahgwZwtKlS5k/fz6pqan06dOHc+fOZdn3/fffxzCMLOttNhv9+/cnNTWVJUuWMHPmTGbPns0rr7xSEKfgFqVqkm+bzZbhtxQdVhPABPO/58c0zQzP1aXLV62eREC10/yw8gX+vmbCf8f/+yu75/jfPbKtQ7JSuxFxjdqOiGvUdkRco7Yj4rzs2o1ppn9zTEhIyJAM8vb2xtvbO0s58+bNy7A8c+ZMQkJC2LJlC506dXKs37ZtGzNmzGD58uU0btw4wzHLly9nz549/PjjjwQGBtKiRQvGjh3LxIkTGT16NF5eXnk72QJQqhJM+/fvByAqKqqQI5HMmthsYNrBbrJnzx4AUlJSHH/3OfIF5aue5dvl45gfdA+xSfHE1ffAlhTPnj17/jseMpRxqbS0NKyGBZtpv2wdcmVqNyKuUdsRcY3ajohr1HZEnJe53RiGQZ06dWjevDmJiYmO9aNGjWL06NE5lpeQkABAhQoVHOvOnz/PQw89xJtvvknVqlWzHLNhwwaaNm1KYGCgY123bt149tln2b17Ny1btnT6vApaqUow1a9fn3379hEcHIzVai3scOQS1ooVCbfZ6GK10qhRIwC8vLwcfyceTeV8Yz/sZiqNGjXC46gHFsOCYdrTl61WsP474tNmdxx3qczHANx4442X3Vf+Y7PZiIqKUrsRcZLajohr1HZEXKO2I+K87NqNaZqkpKSwffv2LD2YcmK32xkzZgxhYWE0bdrUsX7s2LG0b9+enj17Xva42NjYDMklgCpVqgAQExPj1HkVllKVYLr4grFarXrTLWLs385h+YQJXD9pEhefGcMwMjxPF5v1xXUZlo1L1hhk+/xmLqNbt27uOoUST+1GxDVqOyKuUdsRcY3ajojzMrebi0PkypYte9n5kq5kxIgR7Nq1i19++cWxbvHixfzxxx+sXLnSPQEXUZrkW4qlSl7+1NybTCUv/8IORURERERERISRI0eyZMkSFixYQFBQkGP9H3/8wYEDB6hbty6VK1emcuXKANxzzz306tULgMDAQGJjYzOUd+LECYDLDqkripRgkmIp4rpJ3HC8IhHXTSrsUERERERERKQUM02TkSNHsmjRIn7++Wfq1KmTYfvTTz/N6tWrWbVqleMH4JVXXmHGjBkAhIaGsnPnTkdSCSA8PJyAgIBiM61LqRoiJyIiIiIiIiLiTiNGjGDevHl88803+Pv7O+ZMKlu2LL6+vlStWvWyvZBq1qzpSEZ17dqVRo0a8eijjzJx4kRiY2OZPHkyQ4YMydXcT0WBejCJiIiIiIiIiLjo008/JSEhgV69etG4cWPHzw8//JDrMqxWK3PmzMFisdCjRw8eeeQRBgwYwNixY/MxcvdSDyYRERERERERERedPn3aLcfUrl2b7777zh0hFQr1YJIio3PnzoUdgoiIiIiIiIi4QAkmKTK6dOmSYVkJJxEREREREZHiQQkmKbIyJ5xEREREREREpGhSgkmKhUpe/tTcm0wlL//CDkVEREREREREMlGCSYqFiOsmccPxikRcN6mwQxERERERERGRTJRgEhERERERERGRPFGCSURERERERERE8kQJJhERERERERERyRMlmKTU0EThIiIiIiIiIvlDCSYpNTRRuIiIiIiIiEj+UIJJSpXOnTsXdggiIiIiIiIiJY4STFKqdOnSpbBDEBERERERESlxlGASEREREREREZE8UYJJRERERERERETyRAkmKbY0n5KIiIiIiIhI0aAEkxRbmk9JREREREREpGhQgklERERERERERPJECSYREREREREREckTJZhERERERERERCRPlGASEREREREREZE8UYJJRERERERERETyRAkmKdHCw8MLOwQRERERERGREk8JJinRVqxYUdghiIiIiIiIiJR4SjCJiIiIiIiIiEieKMEkJUO5cmC3pf+UK1fY0YiIiIiIiIiUKh6FHYCIO9jmzsmyztp/AF1tNqz9B1x2u4iIiIiIiIi4hxJMUmx07tzZuQPi4+lqsab3ahIRERERERGRfKMhclJsdOnSpbBDEBEREREREZHLUIJJRERERERERETyRAkmERERERERERHJEyWYREREREREREQkT5RgEhERERERERGRPFGCSURERERERERE8kQJJhERERERERERyRMlmEREREREREREJE+UYBIRERERERERkTxRgklERERERERERPJECSYREREREREREckTJZhERERERERERCRPlGASEREREREREZE8UYJJSq5y5Vju5wvlyhV2JCIiIiIiIiIlmhJMUmLZ5s5hebOm2ObOKexQREREREREREo0JZhERERERERERCRPlGASEREREREREZE8KVUJprVr1zJmzBhat25NYGAgixcvdrqM5cuXc/PNN1OvXj2aNGnC/fffz6FDh/IhWhEREREREREp6qZMmULXrl2pVasWISEhDBo0iMjISMf206dP89xzzxEaGkr16tVp3rw5o0aNIj4+PkM5hw8fpl+/ftSoUYOQkBDGjx9PWlpaQZ+Oy0pVgun8+fM0aNCAV155xaXj//nnH+69916uueYali9fzty5czl16hT333+/myMVERERERERkeJgzZo1DBkyhKVLlzJ//nxSU1Pp06cP586dA+DYsWMcP36cF198kTVr1jBz5kx+//13nnzySUcZNpuN/v37k5qaypIlS5g5cyazZ892OX9RGDwKO4CC1LVrV2rWrEmjRo0uu/3ChQu88sor/PDDDyQkJNC4cWPGjx9Pp06dANi6dSs2m40xY8ZgsaTn5oYOHco999xDamoqnp6eBXYuIiIiIiIiIlL45s2bl2F55syZhISEsGXLFjp16kTTpk354osvHNvr1avH888/zyOPPEJaWhoeHh4sX76cPXv28OOPPxIYGEiLFi0YO3YsEydOZPTo0Xh5eRX0aTmtVCWYbDZbht92u93xN8CoUaOIjIzk/fffp1q1avzyyy8MGDCA5cuXU79+fZo3b47FYuHrr7+mf//+nDt3jm+//ZZrr70Wi8WSoSwpGkzT1POSR5nbjYjkjtqOiGvUdkRco7Yj4rzs2o1pmgAkJCRgGIZjvbe3N97e3jmWm5CQAECFChWuuE9AQAAeHulpmQ0bNtC0aVMCAwMd+3Tr1o1nn32W3bt307Jly1yeVeEpVQmm/fv3AxAVFQXAkSNH2LNnDwAxMTHMmTOHb7/9lgoVKnDhwgW6du3KwoULmTlzJg899BAAb7zxBpMmTWLkyJHY7XaaNWvGa6+95ihHipaUlBQ9N25ysd2IiHPUdkRco7Yj4hq1HRHnZW43hmFQp04dmjdvTmJiomP9qFGjGD169BXLstvtjBkzhrCwMJo2bXrZfeLi4njzzTe59957HetiY2MzJJcAqlSpAqTnK4qDUpVgql+/Pvv27SM4OBiAoKAgx3C5w4cPY7fbueeeezIck5KS4hhWFxsby9SpUxk4cCC33347iYmJvPnmm7zxxhvMnTs3Q2ZTigYvL69sh0RK7thsNqKioggODsZqtRZ2OCLFhtqOiGvUdkRco7Yj4rzs2o1pmqSkpLB9+/YsPZhyMmLECHbt2sUvv/xy2e0JCQn079+fRo0a5ZisKm5KVYLp4gvm4m+LxeL4OykpCavVyrJlyxzzK11UpkwZrFYrn3/+OWXLlmXixImObfXr16d169Zs2bKFdu3aFcyJSK4ZhqEPWDexWq16LEVcoLYj4hq1HRHXqO2IOC9zu7k4RK5s2bJOdSQZOXIkS5YsYfHixQQFBWXZfvbsWe644w78/f356quvMszjHBgYyKZNmzLsf+LECQCqVq2abZ1JSUl4e3s78hgrV65k27ZtNGzYkO7du+c6dncoVXeRu5IWLVpgs9k4efIk9evXz/Bz8ck8f/58luTTxReh3W4v8JhFREREREREpHCZpsnIkSNZtGgRP//8M3Xq1MmyT0JCAn379sXLy4tvvvkGHx+fDNtDQ0PZuXOnI6kEEB4eTkBAwBVH5dx4442cPXsWgClTpvD2229jmib/+9//GD9+vJvOMHdKVYLp3LlzREZGsn37dgAOHTrEtm3biI6OpkGDBvTt25dhw4axcOFC/vnnHzZv3sx7773Hb7/9BqQ/cX///TdvvfUW+/fvZ+vWrTz55JPUqlWLFi1aFOapiYiIiIiIiEghGDFiBN9++y2zZs3C39+fmJgYYmJiSEpKAv5LLp07d45p06Zx9uxZxz4XJxjv2rUrjRo14tFHH2Xbtm38/vvvTJ48mSFDhlxxaJ7NZqNcuXIALFiwgHnz5vHEE0/w9ddfs3z58vw/+UuUqiFyERERjsm6AV544QUA+vfvz7Rp05g6dSpTpkxh4sSJHDt2jIoVK9K2bVtuvPFGAK699lo++OADpk+fzvTp0/Hz86Ndu3bMmTMHX1/fQjknubLOnTsXdggiIiIiIiJSgn366acA9OrVK8P6GTNmcNddd7F161Y2btwIQJs2bTLsExERQe3atbFarcyZM4dnn32WHj164Ofnx8CBAxk7duwV665SpQrr1q0jLCyMatWqERcXR/Xq1R29mgqSYV4cXFiCmaZJQkICXl5e7N27l0aNGmlcskgu2Ww29uzZo3Yj4iS1HRHXqO2IuEZtR8R52bUb0zRJSkpyeg6mwnDo0CGGDh2Kl5cXfn5+rF27ltatW3Py5EnGjx9Pt27dCiyWUtWDSURERERERESkpKhduzYLFy5k9+7d7N+/n379+lG9enXatGlT4MlmJZhERERERERERIqxxo0b07hx40KNoVQkmFJTUx2/rVarYxItEcmZzWZTuxFxgdqOiGvUdkRco7Yj4rzs2s3F5dTUVLy8vAojNJfFxcXx1VdfsWHDBmJjYwEIDAykffv23HXXXVSuXDnf6i4VczClpKQ4Zm8XEREREREREcmJr6+vSwmmd955hxdffJFHH32UV199FYDk5GSef/555s+fT0pKCl27duWtt94iMDDQcdzhw4d59tlnWb16NWXKlGHAgAFMmDABD4/c9Q3avHkzffv2xc/Pj+uvv54qVaoAcOLECVauXElSUhLff/89V111ldPnlBulogfTRVarlQMHDtCgQQNNfCeSSzabjX379qndiDhJbUfENWo7Iq5R2xFxXnbtxm63k5KS4lKZmzdv5rPPPqNZs2YZ1o8dO5alS5fy2WefUbZsWZ577jkGDx7MkiVLHLH079+fqlWrsmTJEo4fP85jjz2Gp6cnL7zwQq7qHjVqFLfddhvvvPNOlsnJTdNk+PDhjBo1iqVLl7p0bjkpFQmmi9k+i8WC3W7HYrFgsVgKOSqR4sE0TbUbEReo7Yi4Rm1HxDVqOyLOy6nd5Lbn0EWJiYk8/PDDvPfee7z11luO9fHx8Xz11VfMmjWL6667DoDp06cTFhbGhg0bCA0NZfny5ezZs4cff/yRwMBAWrRowdixY5k4cSKjR4/OVU+q7du3M2PGjMve+c4wDIYOHcr111/v1Dk5o1QkmC66OI5S45JFck/tRsQ1ajsirlHbEXGN2o6I87JrN3a7HYCzZ89mSNZ4e3vj7e2dbXkjR46ke/fudO7cOUOCKSIigtTUVDp37uxY17BhQ2rWrOlIMG3YsIGmTZtmGDLXrVs3nn32WXbv3k3Lli1zPJ/AwEA2b95Mw4YNL7t98+bNjmFz+aHIJ5hee+01Xn/99QzrQkJCWL9+vdNlHTx4EICoqCh3hCZSqqjdiLhGbUfENWo7Iq5R2xFxXuZ2Y7FYqF27NmFhYcTExDjWjxo1itGjR1+2jO+//56IiAiWL1+eZVtMTAxeXl6UK1cuw/rAwEBH+bGxsRmSS4AjGXRpDFcybNgwnn76abZs2cJ1113nKC82NpZVq1bxxRdf8OKLL+aqLFcU+QQTpN9u78cff3QsO9tN7aK6deuyf/9+goODNS5ZJJdsNhtRUVFqNyJOUtsRcY3ajohr1HZEnJddu7Hb7aSmprJu3bosPZguJzo6mjFjxjB//nx8fHzyPe7sPPTQQ1SqVIn333+fTz75xNEzy2q10rp1a2bMmMH//d//5Vv9xSLB5OHhQdWqVfNczsUXjNVq1ZtuAbM8OhROnYKKFbF/MLOwwxEXqN2IuEZtR8Q1ajsirlHbEXFe5nZjGAapqakEBATkak6ziIgITpw4kWEInM1mY82aNcyaNYvvv/+elJQU4uPjM/Riio2NdeQ6AgMD2bRpU4ZyT5w4AeBUPqRPnz706dOH1NRU4uLiAKhUqRKenp65LsNVxSLBtH//fpo0aYK3tzehoaG88MIL1KpVK9v9L1y4wIULFxzLpmkWRJhFgiORA0UrmXPqFEZQDcwjRws7EhERERERERG3ue666/jzzz8zrBs2bBghISE89dRTBAUF4enpycqVK7n11lsBiIyMJDo6mtDQUABCQ0N5++23OXHihGNoXHh4OAEBATRq1MjpmDw9PalWrVoez8w5RT7B1LZtW2bMmEFwcDAxMTG8/vrr9OzZkzVr1hAQEHDZY955550M8zb5+/uzffv2ggq5cP2byAGUzBERERERERHJZwEBATRt2jTDOj8/PypWrOhYf/fddzNu3DgqVKhAQEAAzz33HKGhoY4EU9euXWnUqBGPPvooEydOJDY2lsmTJzNkyJArTizujOjoaF577TWmT5/ulvIyK/IJphtvvNHxd/PmzWnXrh0tWrTgxx9/ZPDgwZc9Zvjw4QwdOtSxXJp6MImIiIiIiIhI0fLKK69gsVi45557SElJoWvXrhnuNGe1WpkzZw7PPvssPXr0wM/Pj4EDBzJ27Fi3xXD69Glmz55dehNMmZUrV47g4GD279+f7T6Zbx1ot9s5e/ZsQYQnIiIiIiIiIqXcwoULMyz7+Pjw1ltvZUgqZVa7dm2+++47l+tcvHjxFbf/888/LpedG8UuwZSYmMiBAwfo379/YYciIiIiIiIiIlIk3H333RiGccVRXJfeFc/dcp4OvZCNHz+eP//8k0OHDrFu3ToGDx6M1Wqlb9++hR2aiIiIiIiIiEiRUK1aNb788ktOnTp12Z+VK1fma/1FvgfTkSNHGDJkCKdOnaJy5cqEhYXx22+/Ubly5cIOTYqQInv3PBEREREREZEC0KpVK7Zs2ULPnj2z3Sc/56gu8gmmTz/9tLBDkOJAd88TERERERGRUuyJJ57g/Pnz2W6vX78+CxYsyLf6i3yCSURERERERERErqxjx45X3F6mTBk6deqUb/UrwSSFYvDGj4hLOUclrzJ82e7hHPd3DIFzYvibK8eIiIiIiIiIiPOK/CTfUjLFpZzD19ubuJRzuTvg4hC4i/Ms5dcxIiIiIiIiIuI0JZhERERERERERCRPNEROnKahZyIiIiIiIiJyKSWYSqE8J4j+HXpW3O/W5uw8UCIiIiIiIiJyeUowlUZFMEFUGL2iHPNAXcjlPFAiIiIiIiIicllKMEnR4GTSS72PRERERERERIoOJZiKudI6H5J6H4mIiIiIiIgUHUowFXdFYLibehOJiIiIiIiIlG6Wwg5Aij9Hb6IU9SYSERERERERKWxr1qzh4Ycfpnv37hw9mt4hZc6cOfz111/5VqcSTFIkDd74ET3XvMPgjR8VdigiIiIiIiIixcbPP//MHXfcga+vL1u3biUlJQWAhIQEpkyZkm/1aoicuJ1jXihweW6owphjSUP9REREREREpLh76623mDJlCgMGDGD+/PmO9R06dODtt9/Ot3qVYBL3+3deKKBQ54ZyliYOFxERERERkeIuKiqKjh07ZllftmxZ4uPj861eDZETERERERERESkhAgMD2b9/f5b1a9eupW7duvlWr3owlQIa+iUiIiIiIiJSOtxzzz2MGTOGadOmYRgGx44dY/369YwfP56RI0fmW71KMJUCeR365ZhTycX5lIoKJdpERERERESkpBs+fDh2u53bb7+d8+fPc8stt+Dt7c2wYcN4+OH8+y6sIXKSs4tzKl2cuLuYciTaUnKXaLM8OhRLvwHpCTYRERERERGRy5gyZQpdu3alVq1ahISEMGjQICIjIzPsk5yczIgRI6hfvz41a9bknnvuITY2NsM+hw8fpl+/ftSoUYOQkBDGjx9PWlqa0/EYhsGIESPYv38/a9as4bfffiMyMpJx48bl6TxzogRTEackRyEqIYk1ERERERERyT9r1qxhyJAhLF26lPnz55OamkqfPn04d+6/zg1jx47l119/5bPPPmPhwoUcP36cwYMHO7bbbDb69+9PamoqS5YsYebMmcyePZtXXnnF5bi8vLxo3Lgxbdu2xd/fP0/nmBsaIlfU/ZvkKE53YxMREREREREpLebNm5dheebMmYSEhLBlyxY6depEfHw8X331FbNmzeK6664DYPr06YSFhbFhwwZCQ0NZvnw5e/bs4ccffyQwMJAWLVowduxYJk6cyOjRo/Hy8nIqpuTkZHbs2MGJEyew2+0ZtvXs2TNvJ5yNUpVgstlsGX4XB5d2Mbtc3Jm3Z+6Sln6M+e+SmWWf3DwWV6ojp/JdOSav23NbZ07Lzj5OJVVxbDdStHk+/oRjXrfUGdMKO5x8o7Yj4hq1HRHXqO2IOC+7dnMxIXP27FkMw3Cs9/b2xtvbO8dyExISAKhQoQIAERERpKam0rlzZ8c+DRs2pGbNmo4E04YNG2jatCmBgYGOfbp168azzz7L7t27admyZa7Pa9myZTz22GPExcVl2WYYxmXXu0OpSjAdPHgQgKioqMINxAlNTTtWwG7a2bNnT47bLy5zyTq7PT1xYrebGfbJrszc1pFT+bhwTF63O1NnTsvOPk7uMOnMcuLtFyhn8WZC+a4FUmduFad2I0Vb07iTWGvWxBYdXWBtqzCp7Yi4Rm1HxDVqOyLOy9xuLBYLtWvXJiwsjJiYGMf6UaNGMXr06CuWZbfbGTNmDGFhYTRt2hSAmJgYvLy8KFeuXIZ9AwMDHeXHxsZmSC4BVKlSxXG8M0aNGsVtt93Gc889l6XM/FSqEkx169Zl//79BAcHY7Vacz6gCLAYFsfvRo0aZfnPf+btF5czrFv3a/qyxciwz8XtzsaQZTmb8l05Jq/bnaozp+UcHifHcwFu64lxdt2vlPH15eyF5Fw9NwXBZrMRFRVVrNqNFG2Z29Z9mz8hLjWRSp7+fNbmwUKOzn3UdkRco7Yj4hq1HRHnZddu7HY7qamprFu3LksPppyMGDGCXbt28csvv+RLzLlx4sQJHn/88QJNLkEpSzBdfMFYrdZi+aZrtVozzMmU+Rwud07p6y42CCNXx1geHepIYtk/mHnF/XMq35Vj8ro993XmtJx9ecB/k4AD5pGjWRJOmR+7yxm88SPiUs5RyasMX7Z7OMfzyrp/wSmu7UaKNqvVSlzqOXy9fYi7cK5EvsbUdkRco7Yj4hq1HRHnZW43hmGQmppKQEAAFkvu7402cuRIlixZwuLFiwkKCnKsr1q1KikpKcTHx2foxRQbG0vVqlWB9N5MmzZtylDeiRMnHMc749Zbb2X16tXUq1fPqePyqlQlmCSXNLG4azIlnHIjLuUcvt7exF04l/POLuwvIiIiIiIi+cs0TZ577jkWLVrEggULqFOnTobtrVq1wtPTk5UrV3LrrbcCEBkZSXR0NKGhoQCEhoby9ttvc+LECcfQuPDwcAICApwe3fLGG29w33338ddff9G0aVM8PT0zbH/kkUdcPdUrUoJJCrVXTEmnx1ZERESkZNH1nYhkNmLECObNm8c333yDv7+/Y86ksmXL4uvrS7ly5bj77rsZN24cFSpUICAggOeee47Q0FBHgqlr1640atSIRx99lIkTJxIbG8vkyZMZMmRIrobmXer7778nPDwcHx8fVq9enWGYn2EYSjBJ/lGvmNxx5WJCj62IiIhIyaLrOxHJ7NNPPwWgV69eGdbPmDGDu+66C4BXXnkFi8XCPffcQ0pKCl27duWtt95y7Gu1WpkzZw7PPvssPXr0wM/Pj4EDBzJ27Fin43n55ZcZPXo0w4cPd2qIX14pwVTEXGn+IylcupgQERERERGRzE6fPp3jPj4+Prz11lsZkkqZ1a5dm++++y7P8aSkpNCnT58CTS4BFGxtkrOL8/hcnCxaRERERERERCSXBg4cyPz58wu8XvVgEinCNMZfiiK9LkXkIvW8FhERKXpsNhtTp05l+fLlNGvWLMsk35MnT86XepVgEinCCmJYnpIFueP4EgWl/ouUhouKiIPuPCsiIlLk7Ny5k5YtWwKwa9euDNsunfDb3ZRgEilARfE/vUoW5NLF4augL1L57GLSE3AkPp1NhBbFtiZSGqjtiUhxo/ctKYkWLFhQKPUqwSRSkArgP73qkSTF3cWkJ+BIfDqdCHWyreXm4lIXoCK5oB5NIlLc6H1LxG2UYBIpYXL6Iu5sAsrz8SdoGncSS6XKBfalOvMX+aL6xV7JvBIkNxeXugAVESl0+XFNoM9zESlp3njjjStuf+655/KlXiWYREq4zBdirvQEsdasWbC9rjJ/kS+iX+zdnczLD0UhBhEREbfJ4ZrAlTkTNV2AiJQ0CxcuzLCcmprKoUOHsFqt1KtXTwmmkqqo9syQ4iFXF1FFNDlzqZJyYZc5mVMUzqsoxFBaKJknkpVukCAFTnMmSgmg74iSV6tWrcqyLiEhgccff5xbbrkl3+pVgqmwFYMv/1KEFZGLKGc/BEvqh2ZhJHOU1Cg6lMwTuYwi8DlVVJJcer8WkVzLxXfEgn5PKSrvpeK6smXLMnr0aAYOHMiAAQPypQ4lmEQkA5eSP84mSpVYdRslNeRSJTV5K5Inl0lyFUZb0fu1SPFQXD5LC/w9pQj8w0DyLiEhgYSEhHwrXwkmEckoh+TP5W4hXxLlx8VFQVyw5LWO/PhvWHG5UCsRMrVf9ZiQouZynyHufo/IVXm5ncenCL1vFcWY8oOz55n5NfV1LurQe6Nckf4RKiXAhx9+mGHZNE2OHz/Ot99+yw033JBv9SrBJCJOudwt5DMrERdu+XFxkccv/7lK7uUx7nz5b1gxvFArKYnUzM9niWiblJzzKI0u+xmS6T3ivs2fcOLCWapsXs2XoS48v+54zymA963Mr+McEytF4L20QJJcTp6nK9cl7v6sK6lDh0pLUlOkJJo5M2ObtVgsVK5cmQEDBjB8+PB8q7fYJJhmzZrFtGnTiI2NpXnz5rz++uu0bdu2sMMSkcvI7y67l/vyn9cvnIXxhTXz45TThVxuLqJLi8yPlbufv8JIpObmC0peL/ZLyhCdknIecnlxqYmU8fUl7kJirvYvrl+Cs7yOCyGp5bQikORyhbPvGU4/TiV16FAxfb6LI/3jRNwtIiKiUOotFgmm+fPn8/zzzzNlyhTatm3LBx98QN++fdmwYQNVqlQp7PCcUlwvgkTyoiC+/OeUrMkcQ1G841thXMjl9NzkJunh9H/h3SHTY5XT85cfF2451el0L4zcfEEpBhf7mZ9/fe5JvisOiZkiwtl/bJRWhfE4FYfXWEHEWFpfk/lxHVocXlNS8hSLBNPMmTO55557GDRoEABTpkxh6dKlfPXVV/navStfFIMvByLuVijJmxwSEEUioVQE5Pg45CLpURj/hXdWYQwVy9wLo9Rc6GV+/ovg68EVxWEOtYKIoTBex0Wh7ZTU4aZ5bZ+lpV24430st72Us0tq5XS85dGhWE6doqlpx1Kpcr48VgVy7eTCY10kXiP5LDdD94vkP0+lQI0bNy7X+06ePDlfYjBM0zTzpWQ3SUlJoUaNGnz++efccsstjvWPPfYY8fHxfPPNN1mOuXDhAhcuXHAsXzzFgBYtMU7EgsUCFSrkObZTKeewm3YshoWKXmVyd1BcHFitYLNBpUr5twyOdScvnMUwDEzTpLJ3QJZjctqe03K2x18Sg7N1urzdiTpzWna6TsjzY+9yjG6sM7fPN+C2OtwRg7sfa1falrvP++J7DIDFsGA37Xk+78zc8Rpz93uIO55fd70m8/I6z2k5y2fI5d7HcvoMyWF7juedSebXXK4/264UY04x58bp02C3Oz6/czqPfOGO8ygKdeQxBpfbO4DNxkl/r7x/huQUcy7ev7N7v83SHnMZU26uCZ1+73Tyucnscu3Z6Toztb2cHuvLvodkLiMnLn6GwL+vqcSUPH9eu+U6NIfzyvyacbZtZXmszyZniSFzHU5/d3HymuKyrxlnufI+mFN7ziSn9l4Y78WuXJc4/TrOq1y8znP7GjOrVsW2dm3eY3IDm83Gnj17aNSoEdaL5wfY7XaSk5MJCAjAYrEUYoS517t371ztZxgGP//8c77EUOQTTMeOHaNp06YsWbKE9u3bO9a/8MILrFmzhmXLlmU55rXXXuP11193LPv7+7N9+3YCGjfGcvx4gcQtIiIiIiIiIhmZQUGkHThQ2GEAJSvBVBQUiyFyzho+fDhDhw51LDtyaH5+mGXK5P6/cpnlsfdBrjLk6sGkHkzqwaQeTNmcJ5Dv560eTO57nRdGe3b5vP+t83K9S9zWdnLqKXLJeee1N4kr8nwNkIlbejnnEKOz/6W/3Os6z491IfRgymsM7rguyTGmi704INued3ntwZTbHqqXPtZ5fb/Oj2sEp3uTFJMeTAV+PebCeefIlR5MOb3n59TDKR/ac57fQzK151NlvJzv7ZvHHmxu6cGU6bHP8XMq8/uY3Z7j53WO7ftimckXstYnbhcfH8+XX37J3r17AWjcuDGDBg2iXLly+VZnke/B5MoQuczsdjtnz56lzGuvYzl7FvPIUezfzskyTrXnmnfw9fYm6cIFFnccnnXi2n4DHGOC7d/OybJ/dtuBbPfJr2XA6ThdjTG74y+NwdXHztntztSZ07KzdQJ5fuxdjdGddeb2+b7S69pdj60zMbj7sXalbbn7vDOfJ5Dv5+3Ka8zd7yHueH7d9ZrMy+u855op+Hr7kHQhmcUdnymQ9uzqeV+s86anw3J87N31HpKf72M5Tep/ubks8nwNkGkOkMzbcyNzHTldp+RUR360LVfb+5VeY1nrdK3tOHNt5O62lB/vnc6+BrN7vTjzfOd1OT+uEZyt89d31+X589od16EFfT3mynnnOK9TLl9zl76XOtu2cnqdu6M9F8T7mLPv7+64LnH36zi75+LieUPO33WcjaEoKKk9mP7++2/69u2Lr68vbdq0AWDz5s0kJyczf/58WrVqlS/1FvkeTF5eXrRu3ZqVK1c6Ekx2u51Vq1YxZMiQPJWd08RnmhhNRESk+MlpUv/L3YkypzJylMPEtLlJcuU1hhIz8bQAzj//um4Vp+Vx8vLcvJfmtoyS9rotju/HJfW5KK3Gjh3LzTffzHvvvYeHR3raJy0tjSeffJIxY8awePHifKm3yCeYAIYOHcrQoUO56qqraNOmDe+//z7nzp1z3FVOREREpChzJcmV1zpERJxRHJMiRZXej6WwbdmyJUNyCcDDw4Mnn3ySrl275lu9xSLB1KdPH06ePMkrr7xCbGwsLVq0YN68eQQGBhZ2aCIiIiIiIsWekiKuU3JOipqAgACio6Np2LBhhvVHjhzB398/3+otFgkmgIcffpiHH1ZjFRERERERkaJDyTkpav7v//6PJ554gpdeeon27dsDsG7dOl544QX69u2bb/UWmwRTXqSlpaX/rlABq5cXZpoNu81Gda9y+Hh5kmz6YMvFslm1KkalStken912INt98msZcDpOV2PM7vhLY3D1sXN2uzN1uuv5vlgnkOfH3tUY3Vlnbp/vK72u3d2WchODux9rV9pWfr+HAPl+3q68xtz9HuKO59ddr8m8vM7Tl71INr0LrD27et4X68zNY++u95D8fB/L7bIz5+nux959rzH3nre7PzNy8xq7fJ3Otx1nro3y6/l053tnfrzG8vp+XRjXCE7X6YbPa3dchxb49Vghvuaceb7d9T0kP6/5XXkfy+tj7cp1ibtfx+74ruNsDEWBzWbDarViyxTPxeW0tDS8vLwKI7Q8eemllzAMg8cee8yRD/H09OSBBx5gwoQJ+VZvkb+LnDukpKSQlJRU2GGIiIiIiIiISDHh6+tbrBJMO3fupGnTpo7l8+fPc+DAAQDq1auHn59fvtZfqhJMnp6eREVFERISkuEWhCKSPZvNRmRkpNqNiJPUdkRco7Yj4hq1HRHnZdduTNMkOTm52CWYKlasSJs2bRg8eDB9+vQhICCgQOsvFUPkPD09SUpKwjAMTNPEMAwMwyjssESKBbUbEdeo7Yi4Rm1HxDVqOyLOy6ndeHp6FkJUrlu4cCHffPMN48ePZ9y4cfTu3ZvBgwfTsWPHAqnfUiC1iIiIiIiIiIhIvunYsSPTp09n165dvP766xw6dIhevXrRrl073n33XWJiYvK1fiWYRERERERERERKiDJlyjBo0CAWLVrExo0bue222/j4449p0aIFAwcOzLd6lWASERERERERESmB6tevzzPPPMOIESPw9/dn6dKl+VZXqZiDSURERERERESkNPnzzz/5+uuvWbBgAYZh8H//93/cfffd+VafEkwiIiIiIiIiIiXAsWPH+Oabb5g9ezb79++nffv2vPbaa9x+++2UKVMmX+tWgklEREREREREpJi74447WLlyJZUqVaJ///7cfffdhISEFFj9SjCJiIiIiIiIiBRznp6efP755/To0QOr1Vrg9WuSbxERERERERGRYm727Nlcf/31rF27tlDqV4JJRERERERERKQE2L9/P7feemuh1K0Ek4iIiIiIiIiI5InmYBIRERERERERKQbq1at3xe02m62AIslKCSYRERERERERkWIgJSWFBx54gKZNm152++HDh3n99dcLOKp0SjCJiIiIiIiIiBQDzZs3JygoiIEDB152+7Zt25RgEhEREREREZHi7dixYyxevJhFixZx/vx5GjRoQHBwcIYfT0/Pwg6z2OrevTvx8fHZbq9QoQIDBgwowIj+owSTiIiIiIiISAlgs9nYtm0b69evx9/fnxtuuIHAwMB8rdM0TXbu3MmCBQtYuHAh69evz7B9+fLlGZZXrVpFhw4d8jWmkuzZZ5+94vaaNWsyY8aMAoomIyWYRERERERERIqpxMREPvzwQ5YvX87atWs5e/Zshu2tW7fmxhtvpFWrVlitViwWCxaLJcPfl/vx9fWlVatWeHl5ZakzLS2NNWvWOJJK+/bty7A9NDSU3r17U6NGDfbt20dUVJTjJyQkJF8fD8moX79+TJ06lWrVquV7XUowiYiIiIiIiBQzpmkyf/58Ro4cSXR0tGN9QEAAYWFhnDx5ki1btjh+XFG2bFluvPFGevbsyXXXXcfGjRtZuHAhv/zyC6dOnXLs5+3tTbdu3ejVqxe33HIL1atXzzZmwzBcikVc89dff5GcnFwgdSnBJCIiIiIiIlJIEhISSE1NpVKlSrk+Zu/evQwfPpzffvsNSL91/RNPPME111xDixYtsFqtAMTExLBs2TKWLVvG4cOHsdvt2f7YbLYMy3FxcZw8eZLvv/+e77//PksMlSpVomfPnvTu3ZsbbrgBf3//HONWcqlkU4JJRERERERExA3OnTvH0qVLOX36NFarFcMwHEPRLv197NgxNm7cyMaNG9mzZw8A9957L5MmTbps75+UlBTWr1/P8uXLCQ8PZ+3atdhsNry9vRk5ciQjR47E19c3y3FVq1Zl0KBBDBo0yOlzsdvtbNy4kUWLFrFo0SK2bt1KcHAwvXv3pnfv3nTo0AEPD6UULvrzzz+ZNm0aERERHD9+nK+++opbbrnlisesXr2acePGsXv3boKCghgxYgR33XVXAUXsfno1iIiIiIiISL4yTZMzZ85w/PhxYmNjOX78ODExMZQvX57bbruNcuXKuaWeffv2OZI7Hh4eWX4ut97b29vR48cVKSkp/Pbbb8yZM4cFCxZw/vx5l8r57LPP+O677xgxYgRPPfUUUVFRhIeHEx4ezh9//MG5c+cy7H/TTTcxZcoUgoODXY79SiwWC+3bt6d9+/ZMmjSJpKQkfHx81AspG+fPn6d58+bcfffdDB48OMf9//nnH/r378/999/PRx99xMqVK3nyySepWrUq3bp1K4CI3a9UJZhsNluG3yKSM7UbEdeo7Yi4Rm1HxDWF0XZM0yQxMTFDwig2NpaYmBjH35euT0lJuWw5w4YNo1evXtx9991069bNpV4xe/fu5fnnn2fBggVOH2uxWKhWrRo1atQgKCiIoKAgx981a9akYsWKnDx5kmPHjnH8+HGOHz+e4e/o6OgMyZ969erRtGnTDMPOMv8uV64cbdq0oW3btrRt25b9+/czatQo1q9fz6RJk3j55ZezPJdVqlTh+uuvp0uXLnTp0oV69eoBBfece3l5YbfbC6SugpJduzFNE0gfvnhpQs3b2xtvb+/LlnXjjTdy44035rruTz/9lNq1a/Pyyy8D0KhRI9auXcv7779fbBNMhnnxkSvBTNMkISGBf/75h1JwuiIiIiIiIm5jmiZ//fUXK1as4OTJk5w8eZJTp05x8uRJpycPDggIoHLlylSsWJFKlSqxb9++DHcg8/X1pXLlylSoUCFXP+fPn+eDDz5g/vz52Gw2LBYLVatWxWazOX7S0tIyLOdHQqZSpUr06NGDm2++mebNm7vUy8c0TZYuXcq7777LsWPH8PX1pW3btoSFhREWFkZwcDAWi8XtsUtWhmFQp04dmjdvTmJiomP9qFGjGD16dI7HV6hQIcchcj179qRVq1a8+uqrjnVff/01Y8aM4dChQ3k7gUvUqlWLP/74g7p167qtzOyUqh5M9evXZ9++fQQHB+epC6RIaWKz2YiKilK7EXGS2o6Ia9R2RFyTU9vZu3cvMTEx+Pn5UaZMGfz8/PD396dMmTJ4eXldNiGSnJzM3LlzmTp1Kjt37sy2bn9/fwIDA6latWqWn0vXBwYG4uPjk+FY0zTZsmULX331Fd9++y0nT57k8OHDHD58OFfnbRiGoxPBLbfcwssvv0zjxo2veIxpmhmST/Hx8Rw9epSjR49y5MgRjhw54vj76NGjnDp1isqVK1OtWrUsP9WrV6datWqEhIS45T2rcePGPPLIIxw8eJB69erh5eWV5zIle9m1G9M0SUlJYfv27Vl6MLlLbGwsVapUybCuSpUqnD17lqSkpMvOqQXpPf5effVVAgICclXP8OHDqVChQp7jzY1SlWC6+IKxWq26YBFxktqNiGvUdkRco7YjpYFpmixZsoTJkydz7Ngx2rZtS4cOHQgLC6NNmzZZkjG5kbntJCQkMHbsWD766KMrHlOmTJksP1FRUcTGxgLpSaRBgwbRrFkzqlatSrVq1RzJo9zcPexK2rVrR7t27XjzzTfZt28fJ0+e5MSJEzn+Tk1NxTRN2rZty2uvvcb111+f6zovHYZXtmxZatWqladzcCc/Pz+aNm1a2GGUKpnbzcWkZdmyZYvcnFOzZ89mwoQJuU4wPfPMM/kc0X9KVYJJRERERESkKFi/fj1jx45l1apVjnWHDh3ihx9+ANKHkg0dOpSnn37aqdvXX+rXX3/l8ccfd/QGCg4OJjk5mXPnznHu3DnHnEg2m42EhAQSEhKylFGrVi0ef/xxHnjgAcqXL+9SHLnl6emZY++jiy5Og5KYmEiNGjWKXBJAJCeBgYGcOHEiw7oTJ04QEBCQbe8loEhP+6MEk4iIiIjkKCEhgenTp+Pj48Pw4cP1ZU4kG6ZpcujQIWrUqIGnp2eW7bt37+aFF17gxx9/BNKH3AwdOpSbbrqJTZs2sXbtWtatW0dMTAyvv/46M2bM4LHHHuOhhx7i+PHj7Nixg+3bt3P06FFCQ0Pp3r07LVq0cJR/5swZ1q5dy9y5c5kzZw6QPlXIBx98QOfOnTPEkpqa6kg2Xe6nTJkydO3a9bLnUdgMw6BcuXJuu/ucSEELDQ3lt99+y7AuPDyc9u3b53hsYmJijsP1ypYtm6f4XKEEk4iIiIhky26388033zB27FiOHz8OQMWKFbnvvvsKNzCRQpKWlsa+ffvw9fWlXLlyBAQEkJKSwooVK1i4cCGLFi3iyJEjVK1alXvvvZcHHniA+vXrc+TIEV566SU+++wz7HY7FouFwYMHM378eGrXrg1Aly5dgPQk1YIFC3j55ZfZsmULb775Jm+++WaWWH744QfGjh1LjRo1uPrqq9m+fTt79+519HAwDIMnn3ySiRMnUqZMmSzHe3p6Ur58+XzvmSRSGiQmJnLgwAHH8j///MO2bdsoX748tWrVYtKkSRw7dowPPvgAgAceeICPP/6YF154gbvvvptVq1bx448/Mnfu3BzrateuXbbbTNPEMAzi4uLyflJOKlV3kfPy8mLv3r00atRIY/pFcslms7Fnzx61GxEnqe1IcRcfH8+WLVsYP348a9euBdLvinP69Gn8/f3ZuHEj9evXd3u9ajv5Jy4uDl9fX/z8/Ao7lGLJZrMxZ84cJk+eTFRUlGO9YRhYrVbS0tKyPbZjx45s3rzZcce13r178+KLL9KsWbMr1mmaJgsXLmTy5Mls3ryZoKAgmjVrRrNmzahSpQp//PEHK1asICkpKcNxISEhXHvttTzwwAO56g0hUlpl95ljmiZJSUlOzcG0evVqevfunWX9wIEDmTlzJkOHDuXQoUMsXLgwwzFjx45lz5491KhRg5EjR3LXXXddsZ6KFSvyxRdf5Dhxd6dOnXIVtzspwSQiV6QLfRHXqO1IcZCcnExUVBRRUVFERkYSGRnp+DsmJsaxX5kyZRg7dizDhg3jlltuYfXq1XTs2JHff//d7a9vtR33i4+PZ9SoUXz66adYLBYaNWpE69atad26NVdddRWtWrUqsDsMFQd2u53jx49jsVgcP8uXL+ell15iz549APj4+GC32x1zGAEEBQVxyy230KtXLzp16sSyZcv45JNP+O233xw9iq655homT57M1Vdf7XRcycnJl530Ozk5mdWrV7Nu3Tr8/Py48847qVmzpotnL1K6uDPBVFAqVqzInj17styBrihQgklErkgX+iKuUduRoiItLY2DBw9eNol06NChK04WWrVqVbp3786LL75IUFAQAAcPHqRt27acPXuWl156iVGjRrk1XrUd91q4cCHDhg3j6NGjV9yvbt26tGrViquuusqRfKpevXqR+2KV3/bs2cMdd9zhSCRlVqFCBZ555hkef/xx/P39SU5OJj4+nuTkZGrXrn3Zx+vAgQMsXLiQRo0aceONN+bbY6q2I+I8JZjcS3MwiYiIiJQwkZGRzJo1i8WLF3PgwAFSU1Oz3bdcuXKEhIQQEhJCcHAwISEhNGzYkODg4MtOEFq3bl3eeecdhgwZwqRJk+jevTtXXXVVfp6OuGD37t288sorjkmeg4OD+fDDD2nQoAF///03W7ZsYcuWLURERHDw4EHHz08//eQoIzAwkAYNGuDt7Y2XlxdeXl7UqlWL5557zpFwLElWrFhBv379OHPmDIZhYBgGdrsdSE8sDRs2jCeffDLDpNI+Pj6X7VV0qXr16vHEE0/ka+wiUnrUqlWryCaRlWASERERKQGSkpL45Zdf+Oijj1i+fHmGbT4+Po7kUXBwMA0bNnQklSpXruz0f2cHDx7MokWL+OGHHxg0aBAvvPACt9xyCwEBAe48JXFSbGws3377LV9//TWbNm0CwGKx8PTTTzNhwgTHba9r1KjBLbfc4jju1KlTREREOJJOW7ZsYc+ePcTGxhIbG5ulnq+++oqXXnqJRx55JMcvOWlpaRw9epQjR45w+PBhoqOjiY6O5vDhwxw5coRjx44RFhbGtGnTCvW/8Z999hlDhw4lLS2NsLAw5s2bR9WqVTFN0zFhblHrxSAipdOyZcuoWLFittvT0tKIiIigbdu2BRhVOg2RE5ErUndrEdeo7Uh+On/+PPPmzeOvv/4iKiqKffv2ER0d7dhuGAY333wz9913H23btiUoKAiLxeLWGE6ePEnbtm05duwYkJ7E6tGjB3fddRe33367y1/G1Xack5SUxIIFC/jmm29YsmQJNpsNAKvVSo8ePRg3bhyhoaFOl3v+/Hm2bdvG0aNHSUlJISUlhQsXLvD555+zbt06IP0W22+++SYeHh4ZkkeX/hw7dszRC+hKgoKC+Oabb1yamygv7HY748aN4+233wagX79+zJo1y5GMK07UdkScVxyHyFWqVIndu3c7kvIdO3bk22+/dcy9FhsbS5MmTQrlLnLqwSQiIiJSTOzdu5dZs2bxxRdfcPr06Szbq1evzj333MOQIUOoU6dOvsZSuXJlVq9ezccff8x3331HVFQUP/30Ez/99BNjxoxh0qRJ+VLv6dOnSUtLK5JzTxSk7du3M3XqVObPn09CQoJjfdu2bRk0aBD9+vUjMDDQ5fL9/PwICwvLsv6BBx5g1qxZjBs3jg0bNtC5c+ccy/L09CQoKIiaNWtSs2ZNgoKCqFWrFjVr1sTX15fhw4ezd+9eunXrxquvvsqTTz5ZIF/ozp07x3333ecYFjhu3DheeOGFIvdlUkTkUpn7CB0+fDjLXSwLqx+REkz5KC4ujqioKGrVqlUqJ0kUERGR/5imSVxcHNHR0Rw5coS4uDjq1KlDs2bNqFy5cob9YmNj2b9/P/v27WP//v3s37+fvXv3snHjRsd+devWpV+/fjRu3Ngx9K1ixYoFer1Rq1YtJk2axMSJE9m6dStffvklU6dO5dVXX6V27do8+OCDGc7rgw8+4I033mDAgAFMmjQJLy+vHOvYunUry5cvZ+PGjWzatIl9+/YB0KRJE7p27UqXLl24/vrrM8yLU9zt2LGDRx99FLvdzquvvsp1113n2Ga323n33Xd54YUXHHcwq1OnDgMHDuSuu+6icePG+RqbxWLhkUceoXfv3owYMYJFixZRuXJlR/Lo0p+LSaTAwMAr9qD766+/ePTRR/nuu+8YOXIk8+bNo02bNjRo0IDg4GDatm1L1apV3XoeR48epU+fPmzevBkvLy8++uijHG8NLiJSXBRW7kEJpkxM02T79u2Eh4cTHh7OyZMn8fb2dkxuePFvHx+fy66/cOECW7duZcuWLRw6dMhRbvny5WnatCnNmjWjd+/edO/e3e1d1UVERCT/7du3j5dffpm9e/fi5+eHr68vPj4+jr8vLpum6Zh75siRI0RHR3PhwoXLlhkYGEijRo04c+YM+/fv59y5c5fd7+LQt0ceeYTu3bsXmWEwhmHQqlUrWrVqRUBAAJMnT2bYsGFUr16dnj17kpyczLBhw/jiiy8AePvtt1m+fDlffvklDRs2vGyZkZGRTJw4kfnz51+2vl27drFr1y5mzJiBxWKhbdu2dO3ala5du3L11VfnOPFyYTl37hwrVqxgzZo1NGrUiL59+1KmTBkg/Tr0o48+YuTIkSQnJwNwww03cOedd/Laa69hGAYPPvgg4eHhAPTs2ZNnn32WTp06Ffh1ZY0aNfjmm2/cUlZAQABfffUV11xzDSNGjGDdunWOYXgA/v7+LFu2jDZt2rilvi1bttCnTx+io6OpXLky8+bNo2PHjm4pW0SkNCv1czAdP36ciIgIIiIi+Pvvv1m9ejUxMTFuq7t69erExMRkGXseHBzMo48+yr333lui/uMmJY/G84u4Rm2neEhNTWXPnj3s2LGDgwcPcujQIf755x+OHj1K06ZNueOOO7jpppvw8fEhPj6eV199lWnTpl3xrmw5qVKlCkFBQVSqVIkDBw6wf//+LPsYhkGtWrWoX79+hp/Q0NB8H/qWV6Zp8tBDD/HFF1/g5+fHF198wWuvvcbGjRuxWCw8+uijzJkzh1OnTuHn58c777zDoEGDSElJITU1lZMnTzJhwgR++OEHbDabI6kWFhZGu3btaNu2LaZpsnLlSsLDw1m+fDmRkZEZYvDz8+OJJ55gxIgRBXKdZZomJ06coEqVKln+a2yaJnv37mXJkiUsWbKEVatWZUg0li1blgEDBnDnnXcydepUFixYAECPHj2oU6cOH3/8MXa7HT8/P7y8vDhz5gx+fn689dZbPPjggyWuh3xUVBR//PGHY26xv//+mwMHDtCwYUPWr1+Pn5+fy2UnJyfz7rvv8uqrr5KUlESjRo346aefqF+/vhvPoPDoc0fEecV1DqaNGzdSqVIlTNOkRYsWLF68mNq1awNw4sQJ2rdvXyhzMJWqBNOhQ4dYvHgxJ06cYNu2bURERFw2meTr68s111xD165dCQ4O5sKFC1y4cMExueGlP8nJyRnWG4ZBs2bNuOqqq2jVqhXlypUjOTmZPXv2sHPnTtatW8fXX39NfHw8AGXKlGHixIk89dRTBf2wiOSKLlZEXKO2U/ScOXPG8fm/detWIiIi2LlzZ7a9ii4KCAige/furFq1ihMnTgBw44038uCDD5KWlkZSUpLj5/z58yQlJZGcnIxpmtSoUcMx90xQUBA1atTA29s7Q/nnzp1j9+7d7NmzhwoVKlC/fn3q1q2bZb/iJDU1ldtvv53ffvvNsa5ixYp8/fXXdOvWjSNHjvDAAw84euJkp2fPnrz00ku0aNHiivsdPnzYkWwKDw93TDxeuXJlxo0bx0MPPZSr4Xiu2LJlCw899BARERFUrlyZ9u3bc/XVV1O/fn1Wr17NkiVLsiQR69Spw7XXXsuaNWuybPPy8uKVV15h2LBhWCwW/v77b5555hn+/PNPIH2Opc8//zzbnl8lTVxcHG3atOHYsWM89thjvPfee06XYZomCxcuZOTIkY7Hu3v37nz11VeUL1/ezREXHn3uiDivOCaYMg+Hv3iny8zLSjDlk4sJplq1anH27NkM2wzDoGHDho5u3WFhYYSFheXrRd25c+f45ptvmDFjBjt37gTghx9+yHC7WJGiQhcrIq5R2yk8pmly8ODBDImkbdu2cfDgwcvuHxAQQPPmzQkODqZ27drUqVOHKlWqsGrVKubNm8fhw4cd+zZq1Ig33niDm266qchdcBY1CQkJdOvWjYiICFq0aMG8efOoV6+eY7vdbmfKlCm8+OKLjuFgF7Vp04bXX3+d66+/3ul6TdNkwYIFjB07lr179wLpPcdfeukl+vTpc9nnLSYmhooVK+Lp6ZnrelJSUnj99dd59dVXs0yumpmnpyfXXnstPXr04KabbqJx48YYhoHdbmflypV8+umn/PDDD9SvX5/PP/+cq666Kss5/fDDD8TExDBkyBCn4iwJfvvtN8d18k8//cTNN9+c62N3797NiBEjWLp0KZA+tO/VV19lwIABJa4N63NHxHnFMcF08R8OOenUqVM+R5JVqUowNWzYkGrVqhEWFkbr1q1p1aoVzZo1c4x7L4y4nnnmGWbMmEGFChVYv359ke/2LqWPLlZEXKO2U3BM0yQyMpIVK1awYsUKVq1aRWxs7GX3rVOnDi1atKBVq1a0bNmSVq1aUbdu3Wznr7Hb7axbt47FixdTr149Bg8eXOq+3OdFfHw8v//+Oz169Mj2eis5OZnk5GS8vLzw9PTEMIwsUxq4Ii0tjf/973+8+OKLjh7rYWFhvPbaa3Tq1Im0tDQWLFjAhx9+yPLly2nVqhWLFi3K1Z3XtmzZwpAhQ9i6dSsAt912G1OmTOHYsWOsXbuWtWvXsm/fPkJDQ+nRowddunTB39//imUmJSXh5eWl94tsPPvss0ybNo2qVauyefNmKlasyC+//MKHH37Ixo0b6d69O8OGDSM0NBRIT3C+8sorTJ06lbS0NLy8vHj66acZPXp0js9FcaXPHRHnFccEU1FWqhJMVquVffv2Fak33ZSUFLp06cKGDRsIDQ0lPDw837pwi7hCFysirikNbef48eOsW7eOcuXKce211xboeR44cMCRUFq5ciVHjx7NsN3Ly4umTZtmSCS1aNGCChUqFFiM4hp3t52zZ8/yzjvvMGXKFM6fPw+kT5y9a9cujhw5kmHfxo0b8+uvv1KjRo3LlpWSksJrr73Ga6+9RlpaGpUqVeK9997jzjvv1BeQfJaUlESHDh3YtWsXbdq04eTJkxluqHNRaGgoN998Mx9++KEjsXjLLbfw5ptvEhwcXNBhF6jS8Lkj4m4lMcEUERHBK6+8wty5cwu87lKVYLrcJN9FwcGDB2nfvj1nzpzhiSee4O233y7skEQcdLEi4pqS1nYSExPZsWMHW7duZe3ataxZs8Zxu3iAmjVrcvfddzN48GBCQkJcricmJobvvvsOf39/goODCQkJITAwkOjoaEcyaeXKlfzzzz8ZjvPy8qJDhw507tyZzp07ExoaWqznMCrN8qvtHDt2jJdeeolPP/3UcfOVKlWqcP/993PDDTfw4IMPcvjwYRo0aMCvv/6apVd55l5Lt99+u6NHjRSMLVu20KlTJ8ck+5UqVeK+++6jW7duzJ49m7lz55KSkuLYPyQkhLfffpubbrqpsEIuUCXtc0ekIBTXBNPvv//OihUr8PT05J577qFu3brs3buXSZMm8euvv9K1a1e+++67Ao9LCaYiYsGCBfTt2xeAOXPm0KdPn0KOSCSdLlbkShISEvj+++8pU6YMXbp0oUqVKoUdUpFRXNuOzWZj3759bNu2jW3btrF9+3a2b9+e7Z3OmjZtytGjRzl9+rRjfadOnbj33nvp27cvAQEBjvVJSUmEh4ezZ88e2rZtm2HOw5iYGKZMmcIHH3xAUlJShnp8fX2zrPPw8KB9+/Zcf/31dO7cmQ4dOuDr6+vOh0IKSX63nV27djFnzhwaNWpE3759Ha/BgwcP0qNHDw4cOECtWrV4++23OXPmDNHR0ezfv585c+ao11IRcDGR1LdvX+688058fHwc22JjY/n4449ZuHAhffv25YknnihVIwOK6+eOSGEqjgmmL7/8kqeeeooKFSpw5swZKlasyMsvv8yoUaP4v//7Px599FEaNWpUKLEpwVSEjB49milTplC2bFnWrVtHgwYNCjskEV2syGWdOXOG6dOnM3XqVM6cOeNY37p1a7p160a3bt3o1KlTqf7CX9TazpEjR5g5cyYbNmwgKCiI+vXrU69ePSpXrszevXvZvn0727ZtY+fOnVmSORfVqFGDFi1acNVVV9GpUyfCwsIoX748Fy5cYMGCBXzxxRcsXbrU0TvEz8+PPn360LZtW3777TfCw8MzlO3r60unTp2oXbs2s2fPdmxr164dFStWJDIykn/++Qe73Y7FYqFt27aOhFLHjh1L7DwqpV1htp0jR47Qo0cPx+TgmanXkhRlRe1zR6Q4KI4Jpk6dOtG/f3+efPJJfv75Z+677z7atWvH//73P4KCggo1NiWYipDU1FRuvPFG1qxZQ+vWrVm1alWG/8qIFAZdrMilkpOTef3115k2bRoJCQkANGzYEC8vL7Zv355hX29vbzp16kS3bt244447Mtw9qjQoKm1n69atvPvuu8ydO9cxrCQnvr6+NGvWjBYtWjh+mjdvTqVKlXI89siRI3z99dd8/vnnREZGZtleq1YtWrduzfr16x3zo1zUvn17xo8fT/fu3R0XcxcuXOCff/6hatWqlCtXLlfxS/FW2G0nJiaGxx57jP3791OrVi2CgoIICgqiffv2GV6bIkVNYbcdkeKoOCaYgoKC+Ouvv6hduzamaVK1alV+/vlnOnToUNihKcFU1ERHR9O+fXtOnjzJww8/zPTp0ws7JCnldLEiF6WkpNCvXz8WL14MQNOmTRk7dix9+/bFarVy/Phxli9fzvLly/n9998zTJ5boUIFIiIiqFatWmGFX+ByajvJyclERkbSvHlzly5c4uLimD9/Pr6+vtx6662ULVvWsc00TZYtW8Y777zDsmXLHOuvvfZa7rrrLuLi4ti/fz8HDhwgNjaW4OBgRxKpRYsW1K9fP8/t3TRN1q1bx+eff87Bgwe5/vrr6dmzJy1atMAwDEzTZOfOnYSHh7N792569+6tL+8C6HNHxFVqOyLOK44JpooVK7Jnzx7H1BS1atXijz/+oG7duoUbGOBR2AFIRjVr1uR///sft956Kx999BHXXHMNAwYMKOywRKSUS0tLY/DgwSxevBgfHx8++ugj+vXrl+HW7tWqVeOuu+7irrvuwjRN9uzZw++//8706dPZt28f//vf/xgzZkwhnkXRsWzZMoYNG8b+/ftp1KgRQ4cO5e677yYgIADTNNm1axc///wzq1evpnbt2nTs2JFOnTpRt25dNm3axAcffMC3335LcnIyAD4+PvTq1YuBAwdy+vRp3n33XUePMovFQt++fRk+fDjt2rUrsHM0DIMOHTpk+980wzBo1qwZzZo1K7CYREREREqCL774wjFVQFpaGt98802WnuaPPPJIgcelHkxF1IQJE3j11VcpU6YMf/31F40bNy7skKSU0n/DxGazcf/99zNnzhy8vLyYP38+3bt3z/XxX331FQ888AC1atVi7969Lr2OTNMscv89ysnl2k5sbCwjRoxgzpw5WfYPCAigZ8+ebNq0iaioqMuWWb58+QxzXrVq1YoLFy6we/fuLPuWKVOGBx98kGHDhhWJ/2iJ5JY+d0Rco7Yj4rzi2IOpZcuWOcZkGAZbtmwpmIAuoR5MRdQLL7zAmjVrWLlyJd27d6djx46EhITQsGFDOnXqRP369d1Sz8mTJ+nevTshISF88803+jASKcVM02TJkiX8+uuvVKhQgZo1a1KjRg3mz5/PnDlz8PDwYM6cOU4llwDuuOMORo4cyeHDh1m8eDG9e/fO9bExMTG89NJLfPHFF1SuXJmWLVvSunVrWrduTatWrahbt65TH/o2m42dO3eydu1azp49y9ChQ/N9rrsLFy6wadMmli9fzsyZMzl9+jQWi4XHH3+cZ599lh9//JGZM2eyd+9e5s6dC4CXlxfdunXjxhtvJDo6mj///JPNmzdz5swZvLy8uOOOO3jsscdo3749kH7r7tmzZzNv3jysVisPP/wwQ4YMoUKFCvl6biIiIiJSsLZu3VrYIWRLPZiKsGPHjtGpUyeio6MzrPf29ub33393fLHIi8cee4xPPvkEgBdffJHRo0fnuUwpWfTfsNJhw4YNjB07lpUrV152u8Vi4auvvuKOO+5wqfyLd8ns0aMHCxYsyHH/c+fO8c477zBlyhQSExOz3a9cuXK0atWK1q1bO5JPTZo0wdPTE0i/29369etZu3Yta9euZd26dZw9e9ZxfO/evZkzZ45jf3dITU1l06ZNhIeHs3jxYrZu3ZrhzmmtWrXigw8+oG3bto51drud33//nfDwcNq0aUOPHj0ICAjIUO758+fZsWMHdevWdYy5FymJ9Lkj4hq1HRHnFcceTEWZEkxFXEJCAn/++Sd79+4lMjKSP/74g127dnHttdeybNmyHF/s69ev57777uPpp5/m4YcfzrBt48aNdOrUiYsvAavVysqVK92SuJKSQxcrJVdSUhIbN25k5syZfP/990B6Avvuu+/GYrFw5MgRjhw5QkpKCuPGjaNfv34u17Vv3z6aNGmCYRjs2rUr216YaWlpfPHFF0yaNIljx44B6besf+mll/Dx8WHLli1ERESwZcsWduzYcdm7onl5edGsWTMuXLjArl27yPwx5+/vT2hoKGvWrOHChQsMGDCAzz77LMN8Us5KSUnhs88+Y+HChaxevTpLUiwwMJDOnTvTvXt37rrrLjw81IFYJDv63BFxjdqOiPOKY4IpKSmJlStXctNNNwEwadIkUlJSHNstFgvjxo0rlDvS6wq3iCtbtiw333wzN998MwCHDx+madOm/PHHHyxdupQePXpke6zNZuOxxx4jKiqKJ554gho1atCrVy8g/b/lTz31FKZpMmjQIFJTU/n2228ZPHgwGzZsyHA3IhEpGY4dO8Zff/3l+Pn7778dCRrDMLj77ruZMGECtWvXdnvdDRo0oHv37ixdupRZs2bx6quvZthumia//PILY8eOZefOnQDUq1ePl156iTvuuMOR/OnUqZPjmJSUFHbt2kVERESGn/j4eP7+++8MdYeFhXH11VfToUMHmjdvjtVqZdGiRdx5553MmTOHsmXLMm3aNAzDICIigunTp/Prr7/y3HPP8cQTT2R7XqZp8uOPPzJu3LgM8yZVrFiRa6+9liZNmtCvXz+aNWtW5C5ORERERKT4mT17NkuXLnUkmD7++GMaN27sSChFRkZSvXp1hg4dWuCxqQdTMTRq1CjeeecdWrVqxbp167L9r/usWbN4/PHHHcv+/v6sWLGCli1b8tlnn/Hwww8TEBDA9u3b8fPzIzQ0lIMHDzJw4EA+//zzgjodKeL037DiyWazsWPHjgwJpQMHDmTZr1q1alx//fWMHDmSli1b5mtMCxYsoG/fvlSuXJn9+/c7PgQ3b97M6NGjWbFiBQAVKlRg7NixPProo3h7eztVh2maHDx4kIiICCwWC2FhYVStWjXb/S8m1k3T5O677+bw4cNZhglOnjyZkSNHZjl248aNPPfcc6xevRqAqlWr8uSTT3LjjTfSsmVLx5301HZEnKPPHRHXqO2IOM/dPZhmzZrFtGnTiI2NpXnz5rz++usZpkXI7P333+fTTz8lOjqaihUrctttt/HCCy9csffRzTffzJNPPunohFKrVi3++OMPx01d5s6dyyeffMLSpUtzHbe7qAdTMfTcc8/xySefEBERwXfffUf//v2z7HPmzBkmTJgAwBtvvMEvv/xCeHg4ffr0YdGiRYwbNw6A8ePHU716dQA+//xzunbtyuzZs+nevTuDBg0quJMSEaeYpsm3337LtGnTSE1NpVKlSlSqVIkKFSqwb98+1q1bR0JCQoZjDMOgefPmdOzYkQ4dOtCxY0enJ8nOi549e1KrVi0OHz7M999/T6dOnXjhhRccd1Tz9vbm8ccfZ9SoUS5PTm0YBvXq1aNevXq52r9fv34kJiby6KOP8tVXXwHpw4X79OlDtWrVmDZtGuPGjSMtLY0xY8YAcOjQIcaPH8/s2bMB8PX15emnn2bEiBEZ5k2y2WwunYOIiIiIFD/z58/n+eefZ8qUKbRt25YPPviAvn37smHDhsvOn/ndd98xadIkpk2bRlhYGFFRUTz++OMYhsHkyZOzrefAgQM0a9bMsezt7Z2h00nbtm0v+8/RglCqEkwXL/aL+0V/+fLlGT58OJMmTWLChAncdtttWSaofemllzh58iSNGzfm0UcfZdCgQVx//fVERUXRvn17kpKSHNsuPh7t27dn3LhxvPjiizzyyCMcPXqUp556Sv8BKeVKSrspSVavXs2YMWPYuHHjFffz9/enffv2jqFh7du3zzL81W6352eoWTzwwANMmjSJMWPGcOrUKcd48QEDBjBx4kTq1KkDFOzr7d577+XChQtMnz6d2267jYcffphatWoB6UPdLr7Xnj9/HtM0mTp1KsnJyQAMGjSIiRMnUrNmzSxxq+2IuEZtR8Q1ajsizsuu3Vwc6JWQkJDhn7He3t7Z9rCfOXMm99xzj6OjxpQpU1i6dClfffUVw4cPz7L/+vXrCQsL48477wSgdu3a9O3bN8dr/Pj4eC5cuOBYvnSaBki/vr90TqaCVKqGyP3zzz9ZJnstrs6fP0+vXr04deoU48aNc7woAQ4ePMgdd9xBWloaM2fOpGPHjgD8888/DB482NGr4YMPPqBDhw4ZyrXZbIwaNYply5YB0Lp1a1588cV8mZNFRJzzzz//8O677xIeHg6An58f9913H02aNCE+Pp7Tp08THx9P5cqVad26NSEhIUUuQXzy5Eluuukm0tLSgPTE9vDhw2nSpEkhR5a9Tz/9lKlTp2ZY17ZtW5599lmaNm1aSFGJiIiISH4xDIM6derQvHnzDDdvGTVq1GXvvJ6SkkKNGjX4/PPPueX/2bvv+JrOP4Djn3NvpiyRIYkkYu+9t9pFW7WqZqtKrR9KUR2U2kpVS7W6zKq996y9Z60IIkQSCUlE5r3n98flEgmSK3Ezvu/XKy/Oes5zkvuce8/3Ps/3adXKuL5v375ERkayePHiFMcsW7aMYcOGsXLlSqpUqcL169d577336NixI0OHDn1u3apUqcLo0aN5++23U92+atUqxo0bx4kTJ9JzyRkiV/VgKly4MFevXqVo0aJZ7qHLFF9++SWffvopv/32GzVq1KB06dJ4eXkxcuRIkpKSaNmyJR9++KFx/xIlSvDPP//QoUMH3n33XXr06JFquWvXrmX+/Pl89tlnnDp1ik6dOjF16lR69uz5ui5NZCE6nQ5/f/8c026yElVVefjwIXZ2di/cLywsjAkTJjBv3jySkpLQaDR89NFHfPHFFy/ML5QVlShRgrFjx7J9+3YGDhxI8+bNs3zy68mTJ+Pp6cmoUaMoUqQIEyZMoHXr1i+tt7QdIUwjbUcI00jbESL9ntduVFUlISGBc+fOpejBlJrw8HB0Ol2KoXBubm5cuXIl1WM6dOhAREQEb775JqqqkpSUxIcffvjC4BJA06ZNmThxIs2aNUuRqyk2NpYpU6bQrFmzF5aRWXJVD6ackuT7sYSEBMqWLcv169eN65ycnIiMjMTS0pKTJ09SvHjxFMclJSWlaYrs69ev8/HHHxsT3h49epQKFSpkWP1F9iAJIzPHoUOH6NmzJ/7+/lSuXJnmzZvTokULqlWrxsOHD7l79y7h4eHs3LmTqVOnGnsetmzZkgkTJkjPGTMICQnBxcUlTfdPkLYjhKmk7QhhGmk7QqRfRiX5Dg4OpnTp0mzZsoXq1asb13/99dccOHDAOELoafv27TN+aVylShWuXbvGyJEj6dGjxwtzKIWGhlK/fn0sLS35+OOPKVq0KGCYPe7XX39Fp9OxZ88e3N3d0/OryBC5qgdTTmNlZcWqVasYP348586d48qVK0RGRgIwcODAVINLQJofjvz8/NiyZQvvvPMOW7ZsYe3atRJgEiKNbty4QYsWLdBoNPTp04fu3buTN29eEhISGDduHFOnTjXmPzpx4gQnTpxg4sSJKIqS6lDeihUrMnnyZN54443XfSnikezWW0wIIYQQQrweLi4uaLVawsLCkq0PCwt7bqBn/PjxdOzYke7duwNQpkwZYmJiGDJkCEOHDn3ubPHu7u5s2bKFoUOH8s033xifHRRF4Y033mDatGlmCS6BBJiyvTJlyhjHc8bFxXHp0iVCQkJo1KhRhpSv0Who164dW7ZsYcOGDXz11VcZUq4Qj8XGxvL+++9z6tQpOnbsSI8ePZLNipAZ9Ho9//zzD8eOHUOv1xt/vLy8GDhw4EuHrL3Mw4cPad++PVevXgVg2LBhjB49mvfff5+jR49y+vRpwJAgeuTIkRw+fJgtW7awfft27t27BxjyK7m6uuLp6UmfPn3o3Lnzc99khBBCCCGEEOZjZWVFxYoV2bNnjzEHk16vZ+/evfTq1SvVY2JjY1N8vn/ci+plA80KFizI8uXLuXfvHgEBAYAhJZCpMzFnFAkw5SA2NjaZ0sPozTffRFEUTpw4we3bt/Hy8srwc4jcKSEhgU6dOrFp0yYAvv/+e77//nuqVavGxx9/TPfu3TM8qHLo0CGGDBnC8ePHU92+dOlSli5d+twegC+jqioff/wxp0+fxt3dneHDh/PHH39w/vx55s2bBxi+4fjpp59o27YtYMhL1L17d5KSkggNDcXZ2RlbW1vTLlAIIYQQQgjx2vXr149+/fpRqVIlKleuzJw5c4iJiTHOKvfJJ5/g6enJ6NGjAWjRogWzZ8+mfPnyVK1alYCAACZMmECLFi3SPMxVo9EYn5eywpfREmASL5U/f36qVavGkSNH2LhxY4oIrF6vJygoSGaaE+mi0+no0aMHmzZtwtbWlgkTJrBr1y42btzI0aNHOXr0KGfPnmXatGkZkgT69u3bfPHFFyxatAgABwcHunfvjr29vfFm/DgQVLt2bebNm0ebNm3SfZ4pU6awbNkyLC0tWbp0KXXq1GHgwIH8+++//PLLL2i1WiZPnoyHh0eKYy0sLCSAK4QQQgghRDbUtm1b7t69y4QJEwgNDaVcuXIsX77cOFwtKCgoWRBo2LBhKIrC+PHjCQ4OxsXFhRYtWqRp1FBgYCDDhg1j586dyYbINW7cmKlTp5rt2VySfIs0mThxIqNHj6Zly5asXr062baRI0cyffp0fvvtN7p162aeCgqTxcXFodfryZMnT6rbXzVhpKqq7Nq1i9jYWCpUqECBAgVQVZU+ffrw119/YWlpyapVq4wzHYSEhPDrr78yduxYAMaNG8eIESNMvr74+HhmzpzJxIkTiYmJAaBHjx6MGzcuRZAnODiYLl26sG/fPgCGDh3KuHHj0py3bMOGDbRt2xZVVZk9e/Zzu8OK3EGSrQphGmk7QphG2o4Q6ZdRSb5fp6CgIBo3boyFhQUfffQRJUqUAODixYv8/vvv6HQ6duzYQYECBV573STAJNLk9OnTVKtWDRsbG+7cuWMMRty+fZvixYuTkJBAwYIF+e+//7C0tDRzbUVaBQYG0qRJE8LDw5k1axadO3dOsc+rfFg5fvw4n376KQcPHjSuc3FxoUCBApw5cwaNRsOSJUt49913Uxw7c+ZM4+wJc+fO5cMPP0z1HJcvX2b+/Pls3LgRX19fmjZtSrNmzShatCjr169n+PDhxlxINWrUYMaMGVStWvW5dU5MTGTUqFHMnDkTgIYNG7JgwYJUEzxfvnyZ48ePc/r0ac6cOcP+/fuJjY2lT58+zJo1K+2/KJEjyQd9IUwjbUcI00jbESL9smOAaeDAgQQEBLBixQpsbGySbYuNjaV9+/YUKVKEH3744bXXTYbIiTQpX748Pj4+3Lx5k127dhkTl82YMYOEhATAMGvWokWL+OCDD8xY09wtISGBlStXUqdOHXx8fF647927d2nZsiXXr18H4IMPPmD79u388MMP2Nvbv1I9goOD+eqrr5g/fz5gSFhdqFAhLl68SHh4OOHh4QD88ssvqQaXAAYNGkRISAjTpk2jb9++uLq68uabbxIcHExQUBDnzp1j4cKFyYJX586dY+PGjQC4ubkZZ3Hw9PRkwoQJvP/++y8dm2xpacnUqVOpXr06vXv3Zvfu3dSoUYO///6bmjVroqoqe/bsYcKECezevTvF8U2aNGH69Onp/p0JIYQQQgghxMvs2LGD3377LUVwCcDW1pZRo0aZbSSFBJhEmiiKQqtWrfj555/ZsGEDrVq1IiwsjF9++QUwJALftGkTkydPpmvXrmkeUiQyjqqq9OrVi7///hsXFxdWrVpFzZo1U903Ojqat99+m8uXL+Pj40PHjh2ZMWMGCxcu5NChQyxatIhKlSqluw7x8fH88MMPTJw4kQcPHgCGmdK+/fZbChQoQFxcHP/99x+nT5/Gx8eHJk2avLC88ePHExYWxl9//UXHjh0Bw7cMT9NoNDRv3pz33nuP27dvs3XrVvbv309YWBhWVlYMHjyYkSNHpjto1qFDB8qWLUvHjh25dOkSjRo1YujQofz7778cOHAAMORMqlatGhUqVDD+VK5cOUsk2BNCCCGEEELkPOHh4S/MseTn52ecmfp1kyiASLPHAaaNGzeiqio//PADsbGxVKlShUWLFlGsWDGuXr3K0qVLjZnyxeszceJE/v77b8Bw02nWrBnz589Pkag6Pj6ejh07cuzYMVxcXNiwYQMlS5akZcuW9OjRA39/f+rVq8fWrVupXbt2ms6tqipr165lxIgRxmkyq1WrxowZM6hevbpxPxsbGypXrkzlypXTVK6iKMyZM4fw8HDWr18PGII6BQoUwMfHh5YtW9KlSxc8PT2NxwwbNowHDx5w9OhRihYt+tKeXC9SqlQpDhw4QO/evVmxYgWTJ08GDNOQ9uzZk2HDhklyeyGEEEIIIcRrkz9/fi5duvTcHEsXLlwwJhZ/3SQHk0izuLg4PD09iYmJYfPmzXTo0IHo6GiWL1/O22+/zeTJk/nqq68oUaIEp06dkt9xJtHr9Sl6yCxfvtyYP+m7775jx44dbNy4EUVRmD59Or179+b8+fOcOnWKf/75h+3bt2NnZ8fWrVupVq2asZyIiAi6d+/O1q1b8fDw4PDhw7i7uycbl3zmzBnmzJnDw4cPjeORr1+/buzV4+npyfjx4+ncuXOG9eTR6XScO3cONzc38ufP/9pfW6qqMmvWLGbPnk3r1q359NNPZbY38VKSC0MI00jbEcI00naESL/smIPp888/Z+/evaxZswZXV9dk28LCwnj33XepV68eEydOfO11kwCTSJcOHTqwZs0avLy8uH37NmXKlOH48eNoNBqioqIoVqwY9+7dY9GiRXTo0MHc1c1RLl++zODBg9m1axd169alW7dutGvXjosXL9KoUSNiY2P53//+x7Rp00hKSmLQoEH8+uuvgCGvUGJiorEsS0tL1qxZk+oQtQcPHlCvXj3Onz9PrVq12Lx5M9euXaNEiRLs3r2bDh06GIe/Pc3a2pohQ4YwfPjwV87hJEROIB/0hTCNtB0hTCNtR4j0y44Bpvv379OkSRNCQ0Pp0KEDxYsXR1VVLl26xIoVK3B3d2fbtm04Ozu/9rpJgEmky59//knv3r2NywsWLOC9994zLo8bN45x48ZRtmxZjh07JrloMkBcXBxTp05l8uTJxoTqj9nb22NlZUVERARvvvkmK1euNL62VVVlypQpfPXVVwA4OTlRqVIlKleuTLt27ZL1XHqWv78/tWrVIjIykj59+tC3b19Onz5Nr169SExMpF69erz11luoqoqqqlhYWPDWW29RqFChzPtFCJHNyAd9IUwjbUcI00jbESL9smOACQxBprFjx7Jq1SoiIyMBw/NemzZt+Prrr80SXAIJMIl0CgkJwdfXF1VVKVq0KGfPnk32u7x37x5FixYlOjqaZcuW8c4775ixttnf4cOH+fDDD/H39wegadOmfPHFF+zZs4cFCxYY15cpU4Y9e/bg6OiYooygoCDi4+MpXLhwum6OGzduNOZvatq0Kdu2bQOgffv2/PHHH1hbW7/i1QmRs8kHfSFMI21HCNNI2xEi/bJrgOkxVVW5e/cuAK6uriiKQlhYGPPnz2fo0KGvvT7SvUSkS/78+albty4AI0eOTPHm5ezsTJ8+fQBYsmTJa69fThIYGMjbb7+Nv78/Hh4eLFq0iPXr11O7dm0+//xzzp8/z+7duxk7diwbNmxINbgE4O3tTZEiRdJ9Y2zZsqWx99Pj4NKAAQNYuHChBJeEEEIIIYQQwswURcHNzQ03Nzfj896dO3eYMGGCWeojs8iJdJs/fz5nzpyhRYsWqW5v1aoV06ZNY//+/aiqmqUjvllVYmIi3bp14969e1StWpVNmzbh5OSUbB9FUahdu3aaZ3ozxRdffMG5c+dYs2YN33zzDcOHD5e/pxBCCCGEEEKIFCTAJNKtQIECz50SEaBq1apYW1sTEhLClStXKF68eLLtqqry888/U758eerUqZPZ1c2WvvnmGw4ePIijoyMLFy5MEVx6XTQaDYsWLeLYsWNUq1ZNgktCCCGEEEIIIVIlQ+REhrO2tqZGjRoA/Pvvvym2b9myhUGDBtGjR4/XXbVsYdu2bUyZMgWAn3/+mcKFC5u1PoqiPHf4nRBCCCGEEEIIAdKDSWSSunXrsnfvXv79918++uijZNs2bNgAGHIM3bp164W9oXKbO3fu8OGHHwLQu3dv2rdvb+YaCSGEEEIIIYTIKr744osXbn+c9NscJMAkMkW9evUA2LdvX7L1qqqyceNG4/KxY8dybYBJVVWGDx/Ovn37iImJITY2loiICKKjoylXrhxTp041dxWFEEIIIYQQQmQhZ86ceek+mZmn90UkwCQyRc2aNbGwsCAwMJAbN25QsGBBwNAYbt68adzv6NGjvPPOO+aqplkdOnSImTNnpljv7u7OokWLsLW1NUOthBBCCCGEEEJkVevWrTN3FZ5LcjCJTGFnZ0flypWB5HmYHvdesrS0BAw9mLKKU6dOcfjw4edu37ZtG5988gnnz5/PkPPNnz8fMMy6t23bNvbv38/Jkye5dOkSJUuWzJBzCCGEEEIIIYQQr4P0YBKZpm7duhw5coR9+/bRtWtX4EmA6aOPPuLnn3/m2LFj6PV6NBrzxjrDwsJo2LAhcXFxrF27lmbNmiXbfvbsWdq3b09sbCzz589n0KBBfPnll9jZ2Zl0vocPH7Js2TIABg0aRIMGDV75GoQQQgghhBBC5GyPJ4R6meHDh2dyTVKSAJPINPXq1WP69Ons3bsXgNDQUI4cOQLA0KFD+euvv4iKiuLy5ctm77Ezb948Hj58CEDXrl05cOAARYsWBSAqKor33nuP2NhY8ufPT0hICN999x3Lli1jxowZvPXWW+k+35o1a4iKisLPz4/69etn6LUIIYQQQgghhMiZJk2ahKenJ66urqiqmuo+iqKYJcAkQ+REpqlTpw6KouDv709wcDCbN29GVVUqVqxIwYIFjUPozD1MLjExkblz5wLg6urK/fv3adeuHdHR0aiqSp8+ffD398fb25uTJ0+ycuVKChYsSGBgIO3atePPP/9M9zkXLFgAGIJZ5u69JYQQQgghhBAie2jSpAkRERF4e3szcuRIdu/ezd69e5P97Nmzxyx1kydbkWny5s1L+fLlAcNsco+Hx7Vq1QqAqlWrAuYPMK1atYrbt2+TP39+Dhw4gKenJxcuXODDDz/kxx9/ZMWKFVhYWLB48WJcXV1p3bo1p06donfv3gB8/fXXxMTEpPl8N2/eZMeOHQDGoYNCCCGEEEIIIcTL/PPPP5w4cYIqVaowevRoSpcuzejRo7ly5Yq5qyYBJpG56tWrB8DOnTvZtm0bkDLAdPToUfNU7pGffvoJgI8//hg/Pz+WLVuGlZUVa9euZejQoQBMnjyZmjVrGo+xs7Nj+vTpFCpUiDt37hjLSItFixahqir169encOHCGXsxQgghhBBCCCFyNE9PTz799FOOHj3Kb7/9xt27d2ncuDHNmzcnNjbWbPWSAJPIVHXr1gVg4cKFREdHkz9/fuPQuGrVqgFw+vRp4uPjkx03bNgwOnXqlGJ9Rjt+/DgHDx7E0tKSjz/+GIDq1asnCxi9++67DBgwIMWxVlZWfP311wBMmzaNe/fupdjnxo0bxMXFGZdVVTXOHte9e/cMvRYhhBBCCCGEELlL5cqVqVevHsWLF+fs2bMkJiaarS4SYBKZ6nGA6XGg6M033zTmHCpUqBAuLi4kJCRw9uxZ4zGHDh3ihx9+YOXKlSxatChT6/c4kNS+fXs8PT2N63v06MH06dPp3r07v/zyC4qipHp8p06dKFu2LPfv32fq1KnG9aqqMnHiRIoVK0aZMmVYuXIlqqpy6NAh/P39sbOzo23btpl6bUIIIYQQQgghXp9ff/2V8uXL4+HhQZMmTTh+/PgL94+MjGTYsGGULFmS/PnzU7VqVbZu3Zqmcx05coRBgwZRokQJfvnlFzp16sSFCxdwdHTMiEsxiQSYRKZyd3enRIkSxuXHw+PAkNn+cS+mp4fJTZs2Ldn/dTpdptQtJCSEf/75ByDVHkoDBgxg3rx5ODk5PbcMrVbLuHHjAPjxxx+5ffs2qqoycuRIRo8eDRhyLnXq1IlWrVoZp5Rs27Yt9vb2GX1JQgghhBBCCCHMYOXKlXz55ZeMGDGC3bt3U7ZsWdq1a0dYWFiq+yckJPDuu+8SGBjIn3/+ydGjR5k5c2ayjg+pmTlzJjVr1qRLly7Y2dmxceNGdu7cSa9evV747Po6WJj17CJXqFevHpcuXcLKyorGjRsn21a1alU2b97M0aNH6du3LxcvXmTdunUAODg44O/vz+rVq2nXrl2G12vevHkkJCRQvXp1Y6DLFC1btqR27docOHCAcePGodfr+eOPPwCYOHEiDx48YNq0aWzfvt14TI8ePV65/kIIIYQQQgghsobZs2fTvXt3unTpAsD06dPZunUrCxcuZMiQISn2X7hwIffu3WPLli1YWloC4Ovr+9LzfPPNN3h7e9OmTRsURWHJkiWp7jd+/PhXuBrT5KoA0+OeMJnVI0akrlmzZsybN4/mzZtja2ub7PdfpUoVwNCDSafT8d1336GqKq1bt6ZChQqMHz+eKVOm8M477zx3mJopLl26xNy5cwHo27fvK78mvvnmG5o2bcpvv/0GgEajYc6cOcY8S507d+azzz5j48aNlCpVilq1amWb16G0GyFMI21HCNNI2xHCNNJ2hEi/57UbVVUBiIqKSvYcam1tjbW1dYpyEhISOHXqVLJAkkajoUGDBs+d1GrTpk1Uq1bN+Jzo4uJC+/btGTx4MFqt9rl1rl27NoqicPHixefuk5HPzumhqI9/czmYqqpERUVx48YNcsHlZjmqqnLs2DGKFy+eosteREQEjRo1AmDFihW89957JCUl8ddff+Hr68ubb75JXFwcc+bMoVatWq9cl9jYWObNm8dff/1FUlISnp6erF271hgxfhUDBgxg3759WFpaMmnSpBS9tQAuX76Mq6sr+fLle+XzCSGEEEIIIYTIeIqiULBgQcqWLcuDBw+M60eMGMHIkSNT7B8cHEzp0qXZsmUL1atXN67/+uuvOXDgQLLRLI9Vr16dwMBAOnTowEcffURAQADDhg2jT58+jBgxInMuLJPlqh5MhQsX5urVqxQtWvSFEUGR8UqWLPncbX5+fly/fp0JEyaQlJRE7dq16dixIwAfffQRP/30E0uXLuWDDz54pTps3LiRIUOGEBgYCBgSjs+YMYOCBQu+UrmP/f7770yaNIlOnTpRr169VPd5Oh9VdqHT6fD395d2I0Q6SdsRwjTSdoQwjbQdIdLvee1GVVUSEhI4d+5cih5MGUWv1+Pq6sr333+PVqulYsWKBAcHM2vWLAkwZQePXzBarVZuullItWrVuH79ujHD/meffWb8+wwZMoS5c+eye/duTpw4YXKupGPHjtG+fXtUVcXX15fp06fz1ltvZWjXQT8/P37++ecMKy+rkXYjhGmk7QhhGmk7QphG2o4Q6fdsu3k88snR0TFNz4wuLi5otdoUCb3DwsJwd3dP9Zj8+fNjaWmZ7LzFixcnJCSEhIQErKysUj2uW7duqa53dHSkSJEidO/eHVdX15fWOTPILHLC7J4OGpUuXZo333zTuOzr60vnzp0BQ5KyU6dOsW3bNhYuXMiiRYtISkpK0zlWrlyJqqo0bdqU06dP8/bbb5ttXKoQQgghhBBCiJzDysqKihUrsmfPHuM6vV7P3r17n9tJokaNGgQEBKDX643rrl69ioeHx3ODS2AIJKX2ExkZyfz586lWrRr//fdfxl1cOuSqHkwia3q6wQ0dOhSNJnncc+jQocyfP5+NGzeycePGZNuCg4MZNmzYS8+xdetWALp27YqdnV0G1FoIIYQQQgghhDDo168f/fr1o1KlSlSuXJk5c+YQExNjnFXuk08+wdPTk9GjRwPQs2dP5s2bx8iRI+nduzdXr15l+vTp9O7d+4Xn+emnn567Ta/XM2jQIMaOHcvff/+dcReXRhJgEmZXuXJlChcujKOjI506dUqxvVSpUvTp04fff/8dFxcX3NzcsLKy4vjx48yYMYO+ffu+MGh0+/Ztzpw5g6IoNGnSJDMvRQghhBBCCCFELtS2bVvu3r3LhAkTCA0NpVy5cixfvtw4RC4oKChZZwpvb2+WL1/OF198Qd26dfH09KRPnz4MHjzY5DpoNBp69+5tzGn8ukmASZidra0t//33Hzqd7rmzuc2aNYsffvjBOKwtMTGRsmXLcu3aNebNm8egQYOeW/7jjP1VqlTBzc0t4y9ACCGEEEIIIUSu17t37+f2QFq/fn2KddWrV2fbtm0ZWgc7OzsePnyYoWWmleRgElmCRqN5bnDpsadzJllaWjJ8+HAApk+fTlxc3HOP27JlCwDNmjXLgJoKIYQQQgghhBBZ065duyhatKhZzi09mES21a1bNyZMmMDNmzf5448/6Nu3b4p9dDqdsQdT8+bNX3cVhRBCCCGEEEKIDPNsXuLHoqKiOH36NAsWLGDmzJmvuVYGEmAS2ZaVlRXDhg1j0KBBTJs2jY8++ihFtv1jx45x79498ubN+9zs/UIIIYQQQgghRHbQtWvXVNfb29tTrFgxZs6cSbt27V5zrQwkwCSytQ8//JBJkyZx8+ZNFixYwEcffZRs++PhcY0bN8bCQl7uQgghhBBCCCGyr4iICHNX4bkkB5PI1mxsbBg6dCgAkydPJjExMdn2rVu3AjI8TgghhBBCCCFE9rd3715q1qxJVFRUim2RkZHUqlWLAwcOmKFmEmASOUCvXr1wd3fn+vXrzJ4927g+PDyco0ePAtC0aVNzVU8IIYQQQgghhMgQc+bMoXv37jg6OqbY5uTkxAcffJDsufh1kgCTyPby5MnDyJEjARg+fDhLly4FYPv27aiqStmyZSlQoIA5qyiEEEIIIYQQQryyc+fO0bhx4+duf+ONNzh16tTrq9BTJCmNyBH69+/PxYsX+eWXX/jwww9xcHAw5l9q1qyZmWsnhBBCCCGEEEK8urCwMCwtLZ+73cLCgvDw8NdYo6fObZazCpHBFEXhhx9+ICoqir///ptOnTphbW0NSP4lIYQQQgghhBA5g6enJxcuXKBw4cKpbj9//jz58+d/zbUykCFyIsfQaDT89ttvtG7dmri4OCIjI7Gzs6N27drmrpoQQgghhBBCCPHKmjZtyvjx44mLi0uxLTY2lokTJ5qtk4X0YBI5iqWlJYsXL+add95h165dNG7c2NiTSQghhBBCCCGEyM6GDRvG+vXrqVq1Kh9//DHFihUD4PLly8ybNw+9Xm+caf11kwCTyHFsbGxYuXIlS5YsoUWLFuaujhBCCCGEEEIIkSHc3d3ZvHkzQ4cOZezYsaiqChjSxjRq1Ihp06bh7u5ulrpJgEnkSHZ2dvTq1cvc1RBCCCGEEEIIITKUr68vy5Yt4/79+wQEBKCqKkWKFCFv3rxmrZcEmIQQQgghhBBCCCGymbx581K5cmVzV8NIknwLIYQQQgghhBBC5AJhYWHJls+ePUvfvn1p3rw5PXr0YN++fSaXLQEmIYQQQgghhBBCiFygZMmSxiDT4cOHady4MTdv3qRGjRpER0fz7rvvsn//fpPKliFyQgghhBBCCCGEELnA46TgAJMnT+a9995j1qxZxnWff/45U6ZMYc2aNeku2+w9mCZNmoSzs3Oyn+rVqxu3x8XFMWzYMAoXLoy3tzfdu3cnNDTUjDUWQgghhBBCCCGEMMiucY0LFy7QvXv3ZOu6d+/O+fPnTSovS/RgKlmyJKtXrzYuW1g8qdaoUaPYunUrf/75J46OjgwfPpxu3bqxZcuWNJefmJho/Fer1aLT6TKs7kLkdDqdTtqNECaQtiOEaaTtCGEaaTtCpN/z2s3j5cTERKysrNJUVmbHNTLSgwcPsLa2Nv48zcbGhtjYWJPKzRIBJgsLC/Lnz59ifWRkJAsXLuTXX3+lfv36APz444/UqFGDo0ePUq1atXSdR1VVfHx8SEpKIikpKUPqLkRuIO1GCNNI2xHCNNJ2hDCNtB0h0i+j2s3rimtkhKpVqwKGGMnJkycpX768cduFCxfw8PAwqdwsEWAKCAigVKlSWFtbU61aNb7++mt8fHw4ffo0iYmJNGzY0Lhv8eLF8fb2fuEfIj4+nvj4eOOyTqdDozGMBgwMDMTPzw+tVpup1yRETqHT6bh+/bq0GyHSSdqOEKaRtiOEaaTtCJF+z2s3er0enU7Hw4cPiYuLM65PrcfPYxkd18gs69atS7b8bFAsMDCQHj16mFS22QNMVapU4aeffqJo0aKEhIQwefJkWrZsyYEDBwgJCcHKygonJ6dkx7i7uxMSEvLcMmfMmMHkyZONy/b29pw7d47AwED0ej0BAQGZdj1C5FTSboQwjbQdIUwjbUcI00jbESL9nm03Go0GX19fatasmSz2MGLECEaOHJni+MyIa2SWOnXqvHD7J598YnLZZg8wNW3a1Pj/smXLUrVqVcqVK8fq1auxsbExqcwhQ4bQr18/4/LjLOl+fn4EBARQtGhRieoLkUY6nQ5/f39pN0Kkk7QdIUwjbUcI00jbESL9ntdu9Ho9iYmJHD58GEVRjOuf13spM+Ia2ZHZA0zPcnJyomjRogQEBPDGG2+QkJBAZGRksmhfaGhoqmMbH3u225peryc6Otr4gtFqtXLTFSKdpN0IYRppO0KYRtqOEKaRtiNE+j3bbhRFITExEQcHB2O6nfTIiLiGufTt25dbt26xdu3adB+b/t9UJnvw4AHXrl3Dw8ODChUqYGlpyZ49e4zbr1y5QlBQkFkSYQkhhBBCCCGEEEK8SHaOa3h6euLj42PSsWbvwfTVV1/RokULfHx8CA4OZtKkSWi1Wtq1a4eTkxNdu3bliy++wNnZGQcHB4YPH061atWy5B9CCCGEEEIIIYQQuUtOimt8/fXXJh9r9gDTrVu36NWrFxEREbi6ulKjRg22bduGq6srABMmTECj0dC9e3cSEhJo1KgR06ZNM3OthRBCCCGEEEIIISSu8ZiiPs6AnYM9zsFkaWnJlStXKFGihIxLFiKNdDodly5dknYjRDpJ2xHCNNJ2hDCNtB0h0u957Uav1xMXF2dyDqbsLCgoiEmTJvHjjz+m+9jc9ZsSQgghhBBCCCGEEKm6d+8eS5YsMelYsw+RE0IIIYQQQgghhBCZb+PGjS/cfuPGDZPLlgCTEEIIIYQQQgghRC7QtWtXFEXhRdmSFEUxqWwZIidEDqTT68xdBSGEEEIIIYQQWYyHhwcLFiwgIiIi1Z89e/aYXLYEmITIIVRVZfu17byz9B0+2fiJYWVMDNrmzVG2bDFv5YQQQgghhBBCmF2FChU4derUC/cxdS44GSInRDb3MPEhi88tZtbRWVy4ewEAK60V3zb8Fs8JM9Hs2oVm1y707duj++478PQ0c42FEEIIIYQQQpjDwIEDefjw4XO3Fy5cmHXr1plUtvRgEiIb+/3U7xT+sTD9NvUzBpcALOwtCLgfwB/3d/HQ1hBH1ixfjkW5cmjmzAGdDKETQgghhBBCiNymdu3aNGnS5Lnb7ezsqFOnjnH51q1b6PX6NJUtASYhsiG9qmfUrlF8svETImIjjOtdfVyp3b42rQa0opZ3LbY3K8rQGS05WNMHACUqCu2gQWjr1YOTJ81VfSGEEEIIIYQQ2UCtWrUIDAxM074SYBIim0nQJfDh2g+ZdnCacZ1vGV8O9zxM4w8a41PKB43mSdO+l8+WmZ/WJmntWkLd7ADQHDuGtmZNNMOGQXT0a78GIYQQQgjxahJ1iYQ/DDd3NYQQOVx68jFJgEmIbCQyLpK3l77NkvNLAMP0kZXfrEyttrWo5FHphceqLVowbHoLVrcpRZJWQaOqaH/4AYsKFVBWrwYTE7kJIYQQQojMdSn8Et8d+o5+G/vx5uI3KTG7BI5THOm+prthh1u3sGzfHqtbt8xbUSFEriZJvoXIJm5F3+LtpW9zNvQsADYWNlRtW5UCJQqkuYwEawv+7lyeffUK0uvXY5S8eBclKAiLjh3Rff45+m++yazqi1wsSZ/Ew8SHWGmtsLGwMXd1hBBCiGwjSZ/ElANTGL9vPIn6xBTbD94/CHo92o8/RrN9O8V370b3/ffQvTsoyuuvsBAiV5MAkxDZwPmw87z191sERQcBYGVrxdYOW/mp4E8mlRfk48Q3YxrRcPc1Oi88jW1sIiPcTjIJ6KbtZtxvgW5BimNftl3kHnFJcay9vJYVF1YQGhNKbFIsDxMfEpcUZ/x/bFIsSfokAGY1n0WfKn3MXGshhBAie/gv7D8+Wv8Rx4OPp9hmaW2JnbMdji6OqImJbNNcpzmgjYlB+/HH6DdtQvfTT+Di8vorLoTItSTAJEQWt/fGXtotb0dkfCQAdnntaNC5ATXz1uQnTAswAagahV2NCnOsqhel/gvjlrdTqvv1WNuDqOgoHC85svDdhSm2d1v9VMCpzYJUA1CaiRPRN28OlSubXF+RdZwOOc2fp/9k8bnF3Iu7l+bj5unm0QcJMAkhhBAvotPr+P7I94zZM4Z4XTxgSItQolYJvEt6M99xPoPtB6M86qGk6Kz5o1cVTlT2pM/sw+SLSkCzciXKoUPo5s1DfcFsUUII8TJKOnpDSoBJiCxs+YXlfLD2AxJ0CQA4ezpTv1N9bOxtQJcx54h2tOHIo1nmMoPy229oR49GM2kSuj//RH333Uw7l8g89+Pu8/f5v/nj9B+cvJP6DIRaRYtiqaC11GJhaYHWQmv4sTT85HHMY9gxJAScncHK6jVegRBCCJH1XYm4Qq/1vTgYdNC4roRLCXze8cGlgKE3kqvONdUHvlOVPOn3TV0W7ciDdv16lNu3sWjZEt3Agei//RZsbV/bdQghco70JPmWAJMQWdTl8Mt0X9PdOLzozSJvYtveFksrSzPXLH0WHP2VHoqCJjYWi/feQzduHPrhwyUvQBamqiphD8O4ePcil8Iv8e/Nf1l9aTVxSXHJ9rOxsCF/qfwUqlgINx83FrEoWQ+2VCWpaHv0QLl5E9306ajNm2filQghhDDF3Yd3uXj3IhfuXuDC3Qv0qNCDCvkroGzbBnZ2qLVrm7uKOY5e1TP72Gy+2PUFsUmxxvUlapbgSL0j9LbpnaZyIh2sSPznH+Z92oAef5zEJj4J7axZaHbsIOmvv6BChcy6BCFENhUfb+gpaW1tner2gwcP4unpmaayJMAkRBY1Zu8YY3DJr7wfK1qu4EPLD81bKRNsaVGMEHc7/jfzIHlik9B+9RXK5cvoZs+G59zExOunqipHbh9hzvE5bLm6hfDY50977OzpTOGKhdlUahMD7QY+2ZCGXnXKxo1odu4EwOKtt9C3bo1u2jQoXPhVL0EIIUQ63X14lzMhZ4yBpIvhhqBS2MOwZPuVcClBBYdiaPv0QQkKQt+xI7oJE8DX10w1z1mu3b9G7/W92RO4x7jO3tme6m9Xx83XDVtdOnseKYY0CP+VdmPArEMUuxKB8t9/WNSpg37sWPSDB4NGJhMXIjfbtWsXs2fP5ujRo0RHRwPg4OBAtWrV6N+/Pw0bNjTu6+3tneZyJcAkRBZ08s5Jll9YDoC1nTWV36yMhSb7NtdTlb0YPa4xwyf/i1vYQzQLFqAcPoxavjyqtzd4exv+36CB9Gx6zWITY/nnv3+YfXz2c4e+gSGxfO8yvblc6TLOHs4A5NXlTff51KZNWdCtAu2WnydPbBKa9etRtm1D/+mnhp5tdnamXooQQog00qt6Jh+YzLf/fpvqzGTP+iHiBz45UoLEkGCsAM0//6CsW2e4dw8bJvduE6mqyryT8xi0cxBJCUnG9f2q9COkSQgWVq/22S/Ew4HRYxuz4L+SMP5btAkJaEeO5OKC6RRfc0AChELkUkuWLOF///sfb7/9NhMmTMDNzQ2AsLAwdu7cSceOHfnhhx/o1KlTusvOvk+sQuRgX+3+yvj/0nVLG4bFZVDOJXO56ZuXL8c3ZejUfRS/Eo5y+TLK5cvJ9tG3a4duzhzIm9c8lcxFrt2/xtwTc/nz9J9ExEYk22ZpY0k+z3y0d2nPQbeDOLk64eLtwnRl+suHwL2MlRUb3irJvnoF6bzoDA32XEeJj0c7cSL3fplJ3h9+RW3fXgKNWZRe1fMg4QH34+7jYe+BldYK9Hr5JjyXCY0JxcnaCWsL6YWaHUXFR/Hhug9Zd3ldqttt7G1wdHU0/Lg54uTqhJO7E6p1Qz79/k26LDxNrYM3UWJj0Y4fj+avv9B9+y3q++/LvTsdbkbd5JMNn7Dt2jbjujxOeaj+VnW+9/3+1d9vH9FrNei/+opvbA7Sf9YhPO88oMz5UNQqVdDNmoVqwgOkECJ7++6775gwYQIff/xxim2dO3dm3rx5TJ06VQJMQuQEe2/sZWvAVsAwY1yRykXMXKOME5nXhnGj3+Ddlf9R4tJd8oU/xCU8FqtEQ/RMs2IFyvHj6BYsQK1Rw8y1zXn0qp5tAduYc3wOm/w3oZI8YV9lj8pYVLfAp7QPFpYWzNDNSP4BNwODnJF5bZnTvwZ1xs3nxgfvUCTgHq7hD6FLF/S//IJu+nQoVy7jTijSRVVVzoadZdXFVWwL2EZoTCiR8ZFExkeiV/UAHO91nHL2RbAoVw61WTP0Xbsa8rLIA+YL6VU9GiX7BOQi4yI5cecEx4KPcez2MY4HHycwKpDtXbZTv2B9lE2bUEuUkGGu2cSFuxfosLwDlyOefMFTuFJhhnsOZ5n7MhxdHbGyfc4EDDq462bHzCG12dIijNGrIlBOnUIJCsLigw/Q//wz+unTUatWfU1Xkz2pqsri84sZvGWwcYZgMPwdKjatiKV15nyp6F/MhZFTmtH9r1M03hGAEhmJRffu6NeuRTd2LBQtmvEnFUJkSUFBQcmGwD2rQYMGfPXVV8/d/iISYHrNwmLCuBF5g6pe8uYrUlJVlS93f2lcLlO/DFoLrRlrlPESrbT80+mpwIGq4hIey0e/HqPyyWCU69fRNmyIfswY9AMHQp485qtsDnEv9h7zz85n7vG5+N/zT7ZNo9XgU9qHYtWKsSH/BrpbdH+tdVNr1uTLCU1puCuA9xefxTE6Hs2ePSjVq6N27oxu2DAoVeq11im3UlWVY8HHWHlxJWsurUnxWnlWVHwUys61KDdvovz2G5rffkMtVAh9587ou3TJtQ8rOr2OoOggrt27xvXI61y7f41r969x/f51rt+/Th2fOixpuwTNpEmGocKFCoGfH+qjH/z8wNHRLHWPTYzldMhpQzDpUUDp6UDE04aGDOWo+160PXtCRARqy5boBwxAbdRIgoxZ1BtX3uDwmsPGoViWNpbUercWnkU96anryS7trjSXdbGUG0nDN/D7kPq8t+QMeSPj0Rw6hKZ2bfRdu6L79lvw8sqsS8m2wh+GM2DzAFZcXGFcZ+tgS7XW1fAsmrYEuq8i3saSX/tU40RlL4b9cRHl7l00y5ejrFqF+v776D7/HIoVy/R6CCHMq2TJkixYsICxY8emun3hwoWUKFHCpLIlwJTJEnQJHAo6xNZrW9kesJ2Td07il9ePi30vGqYXjY4GBwdzV1NkEeuvrOfQrUMAlHYtTcFyBc1co9dAUQh3zcOUkfVoueEy3ZacR0lMRPvVV2gmTUJt3Rp9hw6G2cYkKXgKqqoSnRBNaEwoYQ/DDD8xYYQ+DOXuw7sERQWx+ermZDPSAORxzMPISiM5XuU4NnY2ACg68zwUqhqFXY2LcKSGD78c94I5s9HqdCgLFqAsXIj69tvohw9HrVbNLPXLyXR6HQeCDrDq4ipWX1pNUHRQqvtZ57HGx8aHcOtwrGyssLSxxMHagW+v/UnrKl5UPBWMhU5FuXYN7fjxaMePR1+rFmrXrujbtwdn59d8ZZlPVVVuRN7g5J2TnAo5xak7p7gUfonAqEDjBA2puXb/GgDKvn1otm5Nvex8+YzBpqf/Vf38oGDBDJlqPEmfxPmw8xwPPs7R20c5FnyM82HnX1h3AAtLC5w9nbGxs0HZuRMl3DAhgLJhA5oNG1BLlULfv78hyCh5ebIEnV7HmL1j2H9gv3FdWbeyFOxYEPt89qYXrNWyq1FhDtX04d2V//HW5gCUhAQ0CxeirFqFfvhwQzLpDHi95gRbA7by8fqPCX4QbFxXsFxBKreojJXNc3qNZZLj1QrwSbF8fPD7SWoduomi06EsXIiyeDFqp07oRo6EkiVfa51E1qWqquG5VeQY3377LZ06dWLHjh00bNgwWQ6mPXv2cOPGDf7++2+TypYAUwZTVRX/e/5sD9jO1mtb2XNjDw8SHiTb59r9a/jf86fYQ1ssqlVD36sX+lGj5A04l3uY+JCv93xtXP6mwTcs1yw3Y41eM0VhY+sSvN/vZ+6+2wTP4AcoMTEoS5eiWboU1dER9Z13DMGmxo3B0tLcNTYbVVU5EHSAP0//yapLq4iKj0rzsfkL5ado1aJ4FfdipDoyw3I8ZIQYeyv0M2bweSF/2i8/T/XDQWhUFWXNGjRr1qB/4w30n31m+PvLBx2TJeoS2XVjF6svrmbt5bWEPgxNsY+iKDTwbUBUqSgKlChAHsc8LNAtSPZ6Ka8rz9RSblws5YZjZBy19wdSb+91igTcA0Bz8CAcPIhmyBDUZs1QK1ZELVkStWRJKF4cbGxe2zW/Kp1ex5WIK5wMOcnpO6eNQaV7cffSVY6NvQ3B9oaHyx3qVUp6O+IWFoNNfPLxMEpEBEpEBJw4kWo5qofHk8BTwYLJekHh45Pq/TE2MZZVl1ZxPPg4x4KPcerOqRSB52dpNBqc8juRzyuf8cfR1RHNo5xbaplWDJvWnBabr1Bv7w2sE3QoFy6gHTCA2BFDsO09AP0nn0ChQun6PYmMExEbQY81PdgSsMW4zreML/+++S+f2H6SIeeIzWPJ4q4VeHPyKk52b0L1o7dQYmLQjh6N5vff0U2ciNquXa69bz9MfMionaOYfXy2cZ2VrRVVW1bFp7SP2eoVmdeWmZ/WZtWN+7RdcZ6ah4JQ9HqUxYtRlixB7dgR3ahRz+1FrKoqcUlxPEh4QII+gQIOBdJ1/kRdIgH3A7gUfonL4Zd5q/hblHBJQ4+J4GBDL08JYGcKVVUJuB/A4VuHjT9VPKvw05s/Sc7FHKRu3bocOHCA3377jWPHjhEaavgs6O7uTpMmTejZsye+Jk4CIAGmDBAZF8muG7vYFrCN7de2G7+dTE3e/HnxKOyBtdYa7bBhKOHhaCdPRrNsmSHRXtOmr7HmIqs4cusIH677kCsRVwCo7lWdt4u/zXJyUYDpscqV+WxaCyqeDKbWgZvUPnUX5eFDlKgolAUL0CxYYPh2v00b9K1bozZsCPav8A3sU+KS4tCrevJYZs1hecEPgll4diF/nv7T+FpJCwsrC/wq+FGsSjEc3Z4aepNFE8cH+ebl+0/r4Hk7iu9Oe6Cf/xcWOj2aXbvQ7NqFvnJlQ6CpTRvQ5qwhpJklNjGWbde2sfrSatZfWc/9uPsp9rHUWOJa2BXvkt54Ffdimc2yNAcgo5xs2NyyOJtbFqdAUCT19t6g3t7ruETEoiQkoKxfD+vXG/dXNRooVAi1RAlD0KlUKXgcfHJyyqjLNkmCLoHzYec5HfIkkHQ65DQPEx++9FgLKwvsne2p71Sfi84XsXe2xy6vHT86/sjYfGOxsHz0sUsHv338aKi8qrKgznS++esD3EJjcAuL4b081Tl/ZN2j5YdY6PTJzqPcuYNy5w4cOpSiDqpGY5iZ8+kAVI0a8EY9eq3v9dweSgoKDm4OxkDSj/l/ZLrn9JcO0w7yzcu83tVY0rk8v4TWJOK7sbiFPcQ+JhFmzEDz/feorVqh79nT0BM1F3858LqdDjnNeyveI+B+AGAIHFdoUoHiNYpjp8+Eh/MiRZj+WV3KnAuh+58nKRgYiXLjBhadO6O6uaFWq4Zavbrhp2rVXDGhx/Hg4/RY0yPZUNNmhZth87YNtg5Z44vlwIKG91zvwPu0W/EfNQ7dNHy5s3Qpyj//oLZvj27UKGKLF6byvMrEJMTwIPEBDxMfGnPy+Tr64j8g9WHVdx/e5XL4ZS5HXOZi+EXD/8MvE3A/INn9yNnGOU0BJu2QISirVkGRIqgVKhhmIS5fHrVCBShQINcGMk31IOEBx24f4/Dtwxy6dYgjt44Q9jAs2T6Pv4zQDBmC5p9/UAsWBF9fY69a1dfXsK5gwWTv4QeDDrLm8hoSdYkk6BKS/bQr1Y62Jdu+zksVz/D19eWbb77J8HIlwGQCnV7H8eDjbA3YyvZr2zl86zA6NfUnNWs7azwKezCm0BhWFVmFrb3hzcRX58uo6tF8fMqZIgH3UAICsGjVCv1776GbOhU8PF7nJQkzSdAlMH7feCYfmGx8k9ZaaHFs4Ziru6ImWWo5Vt2bY9W9qd70Z376piW1Dtyk0snbWCXqDd/u//47mt9/R7W0RK1dG7VpU/RNm0KFCmn+diVBl8CRW0fYE7iHPTf2cDDoIN83+56PKn2EZuBAlOjoZHlR1IIFDb0DLF7frTNRl8imq5v44/QfbPTfiKomT8xtaW2Js6czb+R5gxP2J7DJY4O1nTUjbEbws8PPWNtZk8cxT7bM5RXs5Yiu31wGVb9Lq/WXaLw9AJv4JDQnTqB5/33UYsXQDRuG2qULWL3e4QXZQXR8NJuubmL1pdVs8t9ETGJMin20Flo8injgXcqbdYXXMdBu4JONJgYgb3k78Xfn8iztVJYFeT9i/4RPKH0hFLewJwEaRa+Hq1dRrl6FjRuTHa96ej7p6fToX7VkScP7YibcF/Wqnl9O/MLJOyc5eeck58POp2nadht7G5w9nI0/eT3yYpfXDkVRUvT2KqUrhYX2OfcNRQF3d/yLueBfzAWADm1mM2F1tGGzXmV+9UmMX9ALt9AHuIU9xD30Ae6hMbiFxuASHovmqfuCotdDYCBKYCDs3Wu4xs6dsW3WDHs3e+6H3AegUN5CJHklGQNKK9xX0Ne2r7GcqrqqaNMRwI2xt0bf9VP+53ecKsdu02LTFcqeD0VRVZT169GsX4/q5oa+Uyf0XbtCxYryIJiJ/j7/N3029DE+GLraulK2fVny++XP9HOfL5ufzyc3Y0F4A2I+/xTH6ASUsDCUjRuTtXe1eHFjwEnfpEmOytuWpE9i8oHJjN833hhE0VpoqdC0Ausqrnvt+Q7TIsg3LzOH1Mb7ZiTvrviP2gdvGtrvsmUQHY31mtVcvXc11WPvJN5JdX2H5R1Yc3lNms7//b3v+YiP6Lb6yb1zQZvk99IFugWEHNyKp6qCvz+Kvz+seJLPSs2XzxhsUsuVQy1fHkqXls8Ij6iqypWIK8ZA0qFbhzgXds74DPI8tzW3SdAlcOnwaiqHhxuGRj+vh23evFCwIEmLFnEq6hTTD01Pdb8SLiUkwJRDSYApjWISYlh1aRUbrmxg5/Wdz+0Wr9FqcPVxZXChwewuupu8+fOiKApddF3YrN2cbN/rhfPx5YQmNNvizwfLrqA8eIBm6VKU7dvRrVsns3DkcGExYby19C1O3Hlyg87nlY8a79TA0dUxy/Yuee3s7DhU25dDtX2xfZjIr+pbnJ71BRVO38FCp0dJTETZswf27EH75Zeo7u6oTZqgb9oUtWJFcHcHF5dkQaeN/huZdWQWB4IOpBgisvvGbkOAae1alOBgnqVqtU96BxQqhL5LF9QGDTL8si/evcifZ/5k0dlFhMSEpNjewLcBcZXi8C7ljYWlRYoH2nd077BcmzN6wEW45GFBj0qsaluaudfLofnpJ0OQ8coVLPr0QR07Fv2gQeh79cqw3mzZ1b3Ye6y7so7Vl1azLWAb8br4FPtYWFngVcyLKSWmsKzYMiysDB8F8uryZmhdVI0GtVEj5kQZZoS0jktiXonh/LzwfxS4FU2BoCiqR9mju3IJC91TAZLgYEPb25U84bDq5JQi6KTWqfPKvSA0ioYpB6Y8N/8UGGb0fDqQ5Ozh/Np6H6gaBby9ufhoOOKztEl6XMIfMr3YQH5b9aUh8BQWQ+0kLyIvnsL5fhyr4k/xNlDujXIoikI+r3z8Y/1PsnuGvS5j2o6q0Ri/IFhQZDh7h3egzr5AbOKTUMLC0M6ahXbWLPQtW6KbOxfyZ37AIzdJ0ifx+c7PmXlkpnGds6czh9oe4ot8X7y2eui1GvS9ezMkzw7q7rtBsct3qRNsaQgqP6Jcvoxy+TIsXIhGUQw5F4cNQ61V67XVMzNcibhCvXX1iLgVYVzn7OlMzTY1cXR1NFu+w7QK8nFi1uBaVJ+zjsP936L2/pt8XTeR0YqGPI55QDHkYitmWYybVjfRWmmNOaSeDQ6ddzyf6jm0FlocXByMP44ujuTzypem+i3uUgG/a/coeOM+VUItDMH0R5SICJTdu2H3buM61dLS8L7xVE8ntXx5cHVN/y8nm4mKj+Lo7aNPhrvdPkxEbMQLj7GyscLF24XeXr3Z7bObfF75sLKxwkpnxdHq3kTks8Ut7CHlHzqQeP0qVonP9LC9fx/u32fAgVGcqHT7uedZoa7ga75+7naR+ebNm8f69etxdnbmgw8+oMFTzzPh4eE0btyYU6dOpbtcCTC9wOM8J3+d+YvlF5anyKX0mIOLAz0K9eB00dO4F3THwsqCYbphnNaefvk5NBq2vFmcrl+t4ESn+tQ4EoQSHk5io/pYrtuUKQ+uwvz0qp6P1n9kDC5ZaCwoWa8kpeqWMua2ECnF5rFEbdOFqXabsY5LpMz5MIZGlyN01Xw8gw3tUwkNRVm8GM3ixcbjVI0G3NzAzQ3dL79w1+ouO67vSFG+XV47TjudBp2OC85JuCfkIV/EQzRPdRpSdDq4cQPlxg3YswfNn3+i//BDdJMnv/KDbnR8NMsvLOfPM39yMOhgiu22DrYUqlCIQhUKscppVZbKn/Q6PHCwRv/VV/Qsdp5GOwJovf4SLuGxKLduoR0+HM3Eiej79UM/YIAhqJhLhDwIYe3ltay+tJpdN3alOgTKytaK94u9T0DpAPIXyo/WQktbXVtWaVe9tnrG21hApUrsv+FnXLegzQI+WN6F/CEPKHArisGOzTmw7Te8bkVR4FY0NvFPrkWJjEQ5fBgOHzauS9qxg64Nf0l2ngW6BSnO/ew34M8+BOk99RBtGEJUIl8JYj1jDYEkT2eWui7lf/b/y4hfQabQWWgIzW+P2qgRu6KKGNfXaLOAvqu7YZmQhEWSytuAV7GnZvV6HV9ilCvHr32qMb9HRaofDqLvBXvYtRONCpqNG1GqVEH366+ob775GiqT84XGhNJlVRf2BO4xritUoRBVWlbBVzEtl8arirG3YkuLYmxpUYwabRbQb35HiviHU9Q/grbR3jzctwv7mARDT5l169CsW4e+dm30n36K2rp1tsr3oqoq807O47MdnxmH1CqKwqg6o7hc/zIabfa5FgBKleLH/9ViSecKhLsaUge8Negt4+Znv9hK7Z6Szysf7n7uOLo60s+5H2vc1uDg4kAepzyp99RPw33paHVvjlb3NtShzQI+WfgevoH38bt+n25qea7vXYvPzUgskwyBDyUxEc6eRTl7FhYtMpajenkl6+mkli5tmPnQ2TnL9q6Mio/iXtw9CjqlnARIr+q5FH7JGEw6dOsQ/4X9h4qaSkkGiqLg6OaIq7crn3t9zgqfFTi4OKAoCl/ovuCi9mKy/Xc1KsyuRoUBw+++x8quOEbF4Rb2kDEFP+CfjVNwvRtDvvBYohxt8CrmRaMejdBoNWg0GhStglarRaPVYGkjw6XNae7cuYwdO5bOnTsTFRVFx44dGTFiBJ9++ikAOp2OmzdvmlS2BJhScTPqJgvPLmTBmQWpTtNsaWPJW35vEVg0EI9CHtjltWO6bvqrPex5ezNjWB2abvXnw9+OYxuXhNq6Nbq//0Zt1eoVrkZkRTOPzGTzVUOPNms7a+q/X598nmn75kYYxNtYcqKKF/o23zOkYThuoQ+ocOoOPUMLELdtI3lin3ow1eshJARCQvjy3zGc/9jwTZutoy3uBd350vdL1hReg13eRzkpdFrGjmkEgDZJx58VxzJ5cV9jz4B3rMrjf2I7BW/cxzpBh+aPP1C2bDHkUXvrrRR1fRFVVTkYdJA/z/zJsv+WpRjGpNFo8Crhxezys1lQdMGTAGQu7uEWb2PJplYl2Nq8KH/FNEc7darhm/B799COH49mxgzD5AlduhhyAdjZPfnJoh8awfBauHrvKoGRgQRFBxEUFcSt6Fsk6BL4tfWvKfaff2Y+f53+i30396X6AdLDzgO7knb4lPLBraAbv6q/ZsmgpM5Cw+0Cjtwu4Ii+zUh+Kmn4xlvRq8yvOoGpv/ekwK0oCtyKolGsJw/OHMUxOgGAvtdmQcOUs0s+G0B6mdL1SlOqTinyuudliXZJst+Tsy57z4CXaGVBoplHh8TbWPJvg0L0nrGAwfPa0XnhaeocCEQJDcXinXfQ9e2LftIkmezERHcf3mXmkZnMPjab6ATD0EpLjSXlm5enSJUihgf5LPKeEe1ozanKXpyq7MU7bRbQa1VXfG5G0mLjFervvY5lkh7NgQNoDhxALV4c3aefonbunOUnBbjz4A59NvRh09VNxnX2+eyp8U4NRnuOzpL33rR6HFwyxeMvxQAG6AZwWHv4JUekX4y9FRdKu3OhtDud2/zKqNVxaJP0eN6OYpLr+2xaMZGCN+5T8Pp9nKKe9OpVbt9GuX0bNm1KVp5qbQ0eHqgeHoZ/PT3B0xO1QAEoVcoQiMrEBOOxibH43/PHP8KfKxFX8L/nz5Vww78hMSHUKFCDf3v8m+K4xgsasz9ofyolPmGdxxqXAi64eLswzXMac73nYmltCPR013Vnm3ZbuuqqahQi89oSmdcWtU1H1lqtS7bd1sH2xb19s8h9KTf6888/+f777+nQoQMAPXv2pGvXrsTFxTFq1KhXKjvbBJh+/fVXZs2aRWhoKGXLlmXy5MlUqVIlw8q/H3efTVc3sfDMQrZf257iw7qFlQW+ZXzxK++Hi7cLi9RFmfJmsa1ZUR7aWtDvpyNo4+PRduiA7vffUTt1yvBzCfM4HnycL3d9aVyu+U5NCS5lgDB3e7Y3K0qPNgv4eHkXCgVE4Hb3IQN8O7Bm3zyc7sfhFBlHRD5b7JxsaDWglTFfSg9dD7Zrt6dars5CC0WLcq78k7xordss4OvV3XALjeHjX45S/kwIyu3bWLRrh75qVUMi00qVUCtVMoz9TyWp7Z0Hd4wJu59O/vlYadfSWFWyomC5gtjY2dBC14JFmkUp9svNdBZa1B496OywlWpHXHln9QVDTruHD9H+8APaH35Itr+aN69hJsKOHVHfeOO15tJ6mWO3jzFk2xAO30r54dtSY8ncVnPRKMm//T4YdJB/byb/kJnHKQ/eJb3xLuXNRs+N9LDo8WRjNvsgp2oU8PXlTEVPzlT0BKBBmwX0Xt0Nh6g4vG5HE+2YMrhkChevp3q8ZbPfU3YT7pqHWYNqcqqyJ/3++g8lOhrtnDlodu0iaf58Q24mkSYhD0KYcWQGc4/PTfblhI29DVvabmF2wdkvODqLUBRu+ubl10+qsey9srTYdIWmW/2xe5iIcvkyFp98gjpmjGEY9KBBWeq+/diaS2vou7Evd2PvGtcVqVKEik0qGoYgyz3ltdNZaAjyzYvapjOL8jwKIKkqee/HGYNNBa/fp+CN+3jdjk6exy4+/klP9VSoimJIMF6mjKH3U9myqGXLQpEiaZ54JFGXaJxV/ErEFWMw6UrEFW5GvbjXyMmIk6muv+N+B54a6a0oCk75nXD1djUGleyd7Y09x97QvcHv2t/TVF+RPpkdt8gIN27coEaNGsblGjVqsGbNGt59910SExPp27fvC45+sax3l07FypUr+fLLL5k+fTpVqlTh559/pl27dhw9ehQ3t5T5CNJCVVXOh51n09VNbPbfzIGgA6km6nb3c6dQhULGPCdGmfhmsb+eH7G2lnw28yhKfDzaHj3QR0Wh7907804qXouo+Ci6ru5qTCBbslZJPIpIQveMprPQ4F/cFf/i0K/NAP7xTvnQbu/86vlGwtztmPBFAxZGNyNuUF/sYxLRHDsGx44Z91GtrQ0fQCpVQq1c2RB0KlOGf/77h1G7kn9DYGFlgW9ZXwpXLMyG/BuyZBLQrEjVaDhS04cjNbwpezaEd9ZcpNzZlHmrlPv3Uf76C81ffxmSDbdvj37UKLPmgAl5EMJXe77iz9N/PnefRH0ioTGhfLb9M+O6BW0WcKX0FThlGKb9OKjk7OFs/PCo0WWz4RjpEO1owyXHrN2jQbyAovBvfT96D5xPwNu1KXEpHOXiRSzq1kU/bhy6AQPMXcMsLfhBMNMPTeeXE78kyyOo0WgoVLEQZRqUoZZtLWaTDQJMT7nvbMvfncuz+t1SNNoRQKsNj4ZB37mD9vPPUc6fRzdvXpYZNhcVH8XQbUP568xfxnU2djb83epvlpRYYsaaiVQpCvedbbnvbMvpR19aAFgmJOETGEn+kBic78XSxbURB46swPl+LM73YvF6oEGJjHxSzNMJxtc8SWCu2toaejc9Djo9+hc3N3Ze28kG/w3GQNK1+9eeO0HU89jY2+CQzwH7fPYk6hLpua6ncduCNgvIXzg/cQ/icPF2YbrndOZ4zzHmWBSvT2bELTJDvnz5CAoKwtf3yfDp0qVLs2bNGt555x3u3Ek9cX9aZItX3ezZs+nevTtdunQBYPr06WzdupWFCxcyZMiQNJcTmxjLnuA9/HT9J7YEbCEwKjDV/QrlLYRdBTv8yvs9GTLzmp2oWoBxIyz4bMo+bOOS0A4YAJGR6D/77OUHiyxJVVUGbh5onIEjn1c+yr1Rzsy1Eq9MUVC7d2eYbi2t112k+OVwit18iBJr+NCvxMejPBN0Spo9m86dOzN853D0ej1uBd2YVH4SG8tsNAays3oS0CxJUThX3oNz5T3wvXEfz9uGHD7WcUnYxCVR9Eo4lU4GY5mkNyQbnjMHzYoVZskBk6hLZPbx2Yz7dxxR8VHG9Y6ujngV86KPfR+W511OHsc85HHMg7uNe4oy3P3cadGnBY5uuXvWSZGNFSrEN2Ma0WbVBdotP482IQHtiBGweTMWI0dCiZdPWZ5bxCTEEHA/gN9P/c68k/OSJfDXKBr6VO5DUJ0g8jg9Gs6UjXvNxNlasrF1Cba0KEatA4G0W3Eez+AHaBYuRHVyQj99utmHOx8MOkiPNT24HnnduK5AiQJUbVWVljYtWYIEmLKLRCsLAoq6EFDU0JP1/TaT+Gn1LeP2BW0W8NHS93G9+xCfwEj+Z9uQE1v/wvfmffKHPOk5qMTGohw/DsePJy//yBEOPjjIrKOzXloXSxtLHFwcaOHcgjMuZwwBJRd7ljgtoX+e/k/206XsGe9TygefUj4A1NfV51dtyqH1IvNlVNwis9WsWZP169dTu3btZOtLlizJ6tWrefvtt00uW1GfnfM6i0lISMDLy4u//vqLVk/lIurbty+RkZEsfiqR72Px8fHExz954318iYUaF+Je4PNnf7OwssDC2oKCFgW5pdxKdb/HCqgFku1j0nL0U8sOyZcfs0rQ4Xr3IRr9oz+Tiwuqe8oHDZH1hceGExoTChg+DOZxzvPChI+v6zWW7JwOqZeh1+vRaDTP3f6y49Pj2Xpm9DIAjs+cM52/u5cu23sReu8mlgl6rBJ1WCbosErUoTxqxiHudri7+HI9/jpaS0Oywwz5e79gOTVmO2dm/31fQKNX8VTtSYgIxTr+qScwZ2fDvTUDvxlXVZWEhASsrKySBYBiEmK4E3OHBF3Ck3opGqzsrAwz8ShpfE2a+e+blvZttvacjvtSqtvT+bp+1qven015naepjCzcnq3idbjfT4BEQw9fNBpD7hPHZ/7AuURcUhwRsRHE6+JJ1CU+t7eDldYKK60VPo4+Ofb+rdGpuIfFYPEoaTOurqhm7AkQFR/F7ejbxnQaGkWDlb2VcSY1s70/P/pd6vV6vB29uf3gyQxe6X2vTO2YNN1D0rF/quc05f6dgZ8R0lumolfxsnLhfuQdLBP0WCbpsE4CdE/aq1qyJNcTbhAb/ai3oWJ47nz8o9Vqcde4E2ERgaJRnlzn6/hdZ+BzRVrenx+zL2xP3dV1+Svxr9R3eM10Oh3+/v4ULVoU7VPDHPV6PYmP3pOe/hxnbW2NtXXKIfqmxC3M5dy5c5w+fdoYCHvWf//9x7p16xgxYkS6y87yAabg4GBKly7Nli1bqF69unH9119/zYEDB9i+PWXelEmTJjF58mTjsr29PefOncOvkR/3b94HQEHBxsKGPNo85LHIg6XGMtOvxVSahAQsg4MNs1cB8RYWxFpbY5M/P3Ghocb9bNzdX2k5LV71HGmpg8Mz50zMgHNYPrWc+Mxyap7d59WWVUKcLLmfcN+43d3WHXuL3D2dem6kJCaiiY9Hl8WTTecW2gcPsAwLg0dvgzqNhhhra6w8PTPlnkLYHUIt43mgTf6g6GDpQD7rfGiVtOVuECKnUvR6lKAgrJKeTNKQYGHBQ2vr594zzfW5JOM+Izy9rBKj0RFhkchD7fO7ICkoOFo5ktcqb665byhJSVjdvo3y6LURa2VFvJVVhvy90/OZMFKbyB2rJ19i22htcLdxx0KTLQaFiNdESUpCk5AASUnoHB3RqToS9AlYaaxyTZt9ER8fH2bOnGnuaryURqPB19eXGjVqEBLyJPXCiBEjGDlyZIr9TYlbZBdDhw5l1KhRuKRhluYceTccMmQI/fr1My4/jqEV/rgwRWyL0KFSBxr5NcLOyjzD30yhBARg2aoVmuvXISmJ06VLU+LwYdb2eJLA9e2//nql5bR41XOkpQ7tnjlnYgacw/Kp5cRnllPz7D6mLutRGeRxgjn5rhq3jak3hhG10x8NNpfnRfWFyAmUa9ew/OADNEeOgF6PLj4efb9+rDp82PhAa+o9RVVVoqOj0TjaMumjEszYP4V4jd64vbpXdaY3mU4Vz6yV+FEIs1u2DIv+/bGIjoakJKJtbDhSvTrhrq4pdjXX55JX/Yxg0aM7h20jOGd9n0tt6nNt+z+csblPkFVcsnNpFS1eDl74Ovri6+RLKddSfFD+A9zymK8Hj7koV69i1bgxSkgIJCRwuWBBfA8cYG3/J0OHXvUzYmoe//2mulzk8/xnjOu7lO3Cz2/+nKWCS/KZTYj0e1kPpsOHD6fowZTbLFu2jIEDB+aMAJOLiwtarZawsLBk68PCwnB/zlCxZ7ut6fV6oqOj2dttL/7+/pQoXiL73XSLFUO3ezdK48YoV69S3t+fpJs3k73YtVrtKy2nxaueIy11eLZGr+OcmXGdSYpKT68jLHZ6MgvFzGYz6VvV9Kz85qTVarNfuxHiZYoWRbd7N+r48WgmTkSr16MdNox6np4crV6deBsbk+8pKiorXIL5xu8yQQdXwaPRdx52HoxvNJ4uZbukmBlOCAG6Dh247O5OiQkT0O7di8ODBzTeuZN7zs5c9/Mj0NeXhEfT1mfHzyXn7p5jiN8u9uV5NOvYkeMphpIUzVeUwdUH07VcV/JYmj5NfI5SvDhJGzdi0aQJyr17FL9yBbVyZbwKFiS4QAEgcz4TajQaRuY/wzSXi8Z1g6oPYnLjyVn2Hi6f2YRIv2fbjaIoJCYm4uDggCYNKRRMiVtkF+kZ9JY174pPsbKyomLFiuzZs8e4Tq/Xs3fvXqpVq5ausrJ9ElQvL3Rz5wIYpuEeNMg4tENkLbGJsbT33m8MLmkVLb+/9Xu2DS4JkaNZWKAfPRrdjh2oBQsC4BkcTLPNm/G4ffslBycXro1nnf0tRrifplqhbXxc7DRBloa8C5YaSz6t+SnnPjlHt3LdsuyDiRBZQaKHB4kbN6KbMAHV0pDGwPnePSqdPMlba9dS+99/KRAUBE/l3MzqIjUJDM5/ghq/13gSXHqKpcaS+r71Wd5+Oef6nKN35d4SXHpWuXIk7dmD/lFiWuXmTeru20et/fuxiY19ycHpl4SePhv7JAsujWs4jimNp8g9XAiRTEbGLbKzLN+DCaBfv37069ePSpUqUblyZebMmUNMTMxzk1LlZGr9+uh79EDz119oNm3Cu1Ytgp6aXlCYX7QmkXeWvs0eB8ODqbVew6KOS3m7uOnZ+IUQmU+tU4eko0fRDhyIZulSbOLjqffvv+j79MEiMZEky5S5+m5YxLDn3CIOehxjX54w/rOOSqVkaF64OdOaTqOEi8yKJUSaabXohw1D364dmgUL0CxahHLtGhpVpcDt2xS4fRu1YEEq5cvHdT8/7uXLZ+4ap0pVVRY4XmdE/tOEWMTxKDc0xfIVo3/V/hR3KU4R5yL4Ovqi1Uivk5cqWRLdzp3of/8d7eefo0RG4h0URP6QEDRz5xq+fM2AL5XjFB2dCxxkzelHCZ1R+OnNn+hVqdcrly2EyJkkbpFNAkxt27bl7t27TJgwgdDQUMqVK8fy5cuzfVczU+kmTULZsAHl7l0qnjxJiIcHiVZW5q6WAO5q42nls4djj2YrtLeyZ2X7lTT0a2jeigkh0iZvXnTz56Nv3hzt4MEoUVFo/viDZnZ2HKlenbuP3ndGuJ9mqWMgNy0fwtr14Jx6ccUdizOx6URaF2+d/XvRCmEuhQqh//pr9F9+ibJ/P5qFC1GWL0eJjkaJiKBoRARF/f1RS5ZEP2UKtg8fEpsna/T8OWt9nwELG7OvwGHjOlsLW0bVHcXg6oOxtsh9uTwyhEaD2qsXSa1aoR06FM3y5VgmJsLAgbzh4sLxqlWJypvX5OKjNIm8672P3XaG5N6WGkv+eucv2pdqn0EXIITIiSRukU0CTAC9e/emd+/e5q5G1uDigm7KFCx69sQ2Lo6yZ85wsmpVc9cq17ttEUtz393GHgz5bPOx7r11VPPKPV0ihcgRFAW1a1eS6tdH+/HHaHbtwi4mhoa7dnGleHGIjSXsjRrcPHMx2WFaRUslj0rU8alDHZ861PCswb2ge5QoWkKCS0JkBI0GtV49dPXqwYwZKGvWGIJNO3YYZqC7eBHtl1/SCgjJn58bfn7w8KFZqhqpSeAb1/P8mO8KuptP0hm0KdGGqU2mUtCpoFnqleN4eqJbvBh9t25o//c/lBs3cA0Pp+nWrVwqWRJMGDYXqo2jlc9eTtgaviy0s7RjWftlNCnUJKNrL4TIgXJ73CLbBJhEcmqXLugXLkSzcydFrl41fIgSZqOqKu8XOGAMLnnae7Lx/Y2UcStj5poJIUzm64tu0ybUOXPQfP45SlwcxQIDSbp5k7o+dVl2YRk1C9Sktndt6vrUpXqB6thb2RsP1+l03OOeGS9AiBwsTx7U999H9/77cOsWmiVL0CxYgHLhAgrgERKCR0gIqrc3Vd3cuO7nx123zJ95TUVl8bnFjKx8kDsxd4zrizoXZUazGTQv0jzT65AbqW++SdKpU2jGjkXz/fdoVJVSFy6gVqmCu7c3ofnzp6mcGxYxNK9xiSsRhnu3fFkohBDQoUMHHBwc0rSvBJiyK0VBN2sWarlyaPV6qh47BomJ5q5VrrX56mZjwk5fR1+2dtlKYefCZq6VEOKVaTTo+/dH36QJ2p49UTt1guLFeS/Jl85lO2OpTZmXSQjxmhUoYMjVNHQoyokTKAsWoFm6FCU8HOXBAwo9eECha9eIsbND88032EVHE5PGD8rpcc76PgPzn2Dv2n+M62wtbBlZZySf1vhUhsNlNjs79JMns/PcOaocO0a+e/dQ/P1p4O/PdT8/Tles+MLD/7OKpIXvHm5FGHo9FXAowIZOGyjtVvo1VF4IIV6/48ePc/ToUUJCQgDInz8/1apVo0qVKsn2mz59eprLlABTdlasGHz9NYwZg1NkJLoZM8xdo1xJRWXM3jHG5SlNpkhwSYicpkQJdHv2wKNpam0sbMxcISFECoqCWqUKapUq6KdMQdm40dCradMmlKQk7GJiYPx4WgJ3XV257ucHkZGvfNqo+CjGu5/kh3xX0ClPhsO9XfxtpjWZhl9ev1c+h0i7hhs2QFISutmz0YwejRITg9/163jevo0yf36qScAP24TT2mcvERYJgCEB+8b3N8pQRiFEjhQWFkb37t05fPgw3t7exhxRoaGhBAUFUaNGDebPn4+bCT1/ZX7NbE4/bBhqyZIAaL79FrsHD8xco9xntcMtTt45CUDF/BVpU6KNeSskhMgcFhbGAJMQIouzskJt0wbdihUkBQaimzEDfeXKxs2ud+9S9dgxLHx8qHHwIB7BwSh6fbpOoaKyxPEG5eaWY4bLZWNwqYhzEdZ0XMPy9ssluGQuFhbo//c/kk6f5raXFwDWCQlY9OpF/d27sY+ONu66ze4OTQvuNgaXKnlUYne33RJcEkLkWMOGDUOn03H48GHOnDnD9u3b2b59O2fOnOHw4cPo9Xo+++wzk8qWHkzZnZUVujlzsHjjDZS4OCofP86/9etnyPSs4uV06Bnteta4PKbBGDSKPIAKIYQQWYarK/r+/aF/f3Tnz6NZuBDNkiUot2+jxMXhGxiIb2AgcTY2aIYOxTk8nHv58iX7LKWiEqVJJFybwN3g44TZ32Z6vkuGWcYefbdnY2HDiNojGFpzqPRyzCp8fdlfty4FgoKodOIEtnFx5A8NpdnmzfxXpgwkJPBDIzti/JMAaODbgBUdVuBo7WjmigshRObZuXMnGzZsoFixYim2FStWjMmTJ/PWW2+ZVLYEmHIAtU4d9B99hOa33/C4cwefwEBuFpRvXV6Hfxxvct7GkNi7RoEavFnkTTPXSAghhBDPVaYM+okT0X/7LcqOHYYhdGvWoMTFYRMXB7Nm0QSIdnAg0NeXa4UL87vnHT7xPPZk+NsfG8AnebGti7Xmu6bfUShvodd+SeLF2ixcaPhPZCS6L79EM3cuWr2ecmfPkrRxIwvbLKTF4hZ42HuwsM1CCQ4KIXI8Kysrop/qyfmsBw8eYGVlZVLZ0tUih9BNmID6aOxkxZMnsYyPN3ONcr4k9Hzjes64/E39b2QqciGEECI70GpRmzVDt2ABSTdvkjR3LvqGDVEfvY87REdT5vx5HCMjse03KFlupacVzluYVR1WsbLDSgkuZXVOTuhnzUK3dy9qmTLomzVDfecd7K3s2dBpA3+3/VuCS0KIXOHdd9+lb9++rF+/nqioKOP6qKgo1q9fT//+/WnXrp1JZUsPppzC2RndtGlYdO+OTXw8NQ4dgpgYc9cqR1vodIMr1oZ+8fV96/OG3xtmrpEQQggh0s3JCfXDD9F9+CEEBaH55x80S5ZAcDC1Nm9GDT5CJY9KuNi64GzjjIutC/ls81HYuTAdSnXA1tLW3Fcg0kGtWZOkw4chKso4DNLJxsnMtRJCiNdn/Pjx6PV6PvroI5KSkoy9lRISErCwsKBr166MGzfOpLIlwJSDqO+9h37xYjSbN+N55w765s2x8vQkwUa+jcloCboExrmeNy6PqT9Gei8JIYQQ2Z23N/pPP0X/6acQFgYWFtT2qc3hnofNXTORkayswNXV3LUQQgizsLa2Zvr06YwZM4bTp08TEhICQP78+alQoQKOjqbnoZMAU06iKOgWLYL33kOzfTuaI0doZG/P3gYNeGhvb+7a5Sh/nv6T61aGHmLNCjejrm9dM9dICCGEEBnKhOmZhRBCiOzC0dGRevXqZWiZkoMpp3FwQLd6NfrOnQ2LDx7QeMcO8kZEmLliOUesksSEfROMy2PqjzFfZYQQQgghhBBCiAxy8uRJ9u/fb9Kx0oMpJ7KyQvfHH6heXminTcMmLo6Gu3ahbNtm7prlCL/kvcrtB7cBeKv4W1T1qmrmGgkhhBBCCCGEEK/uk08+wd/fn/Dw8HQfKz2YcipFQT9hAroZM1AVBcukJLTvvIPv9evmrlm2FqMkMcn1gnF5dP3RZqyNEEIIIYQQQgiRcVavXs3JkydNOlZ6MOVw+v79UT080PbogZKQQI3Dh7GNjeVSyZLmrlq29FO+K4RaxAPQvlR7yruXN3ONhBBCCCGEEEKIjOHp6WnysRJgygXUdu3QubmhbdcOJTKS8mfOUCAoCG3XrpQ/dYo4W1vCXVwId3U1TtcqUorUJDDF5SIAGkXDV/W+MnONhBBCCCGEEEKIrEECTLmEWr8+Sbt2YfH22yhBQbhERMA//1DiqX0iHR0JKFKE635+JFlZma2uWdXMfJe5p00AoHPZzpRyLWXmGgkhhBBCCCGEEGmXmJjIuHHjWL9+Pc7Oznz44Yd07drVuD00NJRSpUqZlINJAky5SdmyJO3di2biRJQLF1CCg+HWLZS4OACcoqKodPIk5c6c4Y6nJzF2dsTa2vIwTx4inZx44Oho5gswn5iEGGbkuwyAharwRd0vzFwjIYQQQgghhBAifb777juWLl3KgAEDiIyM5IsvvuDYsWN8//33xn1UVTWpbAkw5Tbe3uh/+unJsqrCnTtoFi1CM28eSkAAFjod3kFBKQ697ucHoaGvr65ZyAb/DURpEwHoXKEbRZyLmLlGQgghhBBCCCFE+ixbtoyZM2fSokULADp37kyHDh3o378/P/74IwCKialzZBa53E5RwNMT/bBhJP33H0nr1qF/913UIkVQra2T7ep3/ToWZctS2N/fEJjKRZb9t8z4/65lu75gTyGEEEIIIYQQImsKDg6mdOnSxuXChQuzbt06jhw5Qp8+fdDpdCaXLQEm8YRGg9q8ObqlS0m6cIGkqCgSb90iad8+9K1bA6Dcv0+V48dptH07eSMizFzh1yNKk8jmq5sB8LDzoJ5vPTPXSAghhBBCCCGESD93d3euXbuWbJ2Xlxdr167l5MmT9O/f3+SyJcAknk9RwM0NtXp1dCtXkrRiBaqvLwAuERE02b4dzZAhWCQkmLmimWut/S3idfEAtC3ZFq1Ga+YaCSGEEEIIIYQQ6Ve/fn2WL1+eYr2npydr1qzhxo0bJpctASaRZupbb5F0+jS6zz5DtbBAUVW0P/1Ei02b8LlxI8cOm1vmeNP4//al2puxJkIIIYQQQgghhOmGDRtGmzZtUt3m5eXF+vXrjbmY0ksCTCJ97OzQjx9P0rFj6Bs0AMA2Lo6ahw7Rav16NMOH4xwenmOCTfc1CWyxvwNAAYcC1PapbeYaCSGEEEIIIYQQpvH19aVx48bP3e7p6cn7779vXO7YsSN37txJU9kyi5wwTenS6LZuRb94MdoRI1BCQ8nz8CF8/z1NgAd2dpyqVMnctXxlqx1ukajoAWhXsh0aRWKyQgghhBBCCCFyh4MHDxIXF5emfeVpWZhOUVC7dCHp/Hl0P/yAvl491EfTGdrHxFDnyBGUgwfNXMlX849joPH/HUp3MGNNhBBCCCGEEEKIrEsCTOLVOTmh/+QTdDt2kBQQgG7yZEOOpoQEtO3bkycmxtw1NEm4Np4ddiEA+Dr6Ut2ruplrJIQQQgghhBBCZE1mDTCVL18eZ2fnZD8zZsxIts+5c+d488038fDwoEyZMsycOdNMtRVpUqAA+iFD0D1KCqaEhVHn33/RJiaauWLpt9IhiCTFkEuqfan2KI96ZwkhhBBCCCGEEKbKqbEQs+dgGjVqFN27dzcu29vbG/8fFRVFu3btaNCgAdOnT+e///5j4MCBODk58cEHH5ihtiKt1J490Z0/j3bWLPJGRlLj8GEO1Klj7mqlyzKHJ7PHyfA4IYQQQgghhBAZJSfGQsweYLK3tyd//vypblu2bBkJCQn8+OOPWFlZUapUKc6ePcvs2bOz9C9VGOgnT0a5dAnN1q0UuHWLuv/+i+bnn3G8f58oJyfIwj2CrkRcYZddKACFE+yo7FHZzDUSQgghhBBCCJFT5MRYiNkDTN9//z1Tp07F29ub9u3b069fPywsDNU6evQotWvXxsrKyrh/48aNmTlzJvfv3ydv3ryplhkfH098fLxxWVUNw5x0Ol2yf0UmUxR08+dj1aABmkuX8AwOhv/9j+ZAvJUVt7280F++bPz7PKY+U4xOp0u2jynLmhcsPytSk0C7Ze3QPxoe17HBQPR6fXquPEeRdiOEaaTtCGEaaTtCmEbajhDp97x28/j5Lzo6OlmqFGtra6ytrTPk3JkRC8kMQ4YMwdnZOU37mjXA1KdPHypUqEDevHk5cuQIY8eOJSQkhPHjxwMQGhqKr69vsmPc3NwACAkJee4vdcaMGUyePNm4bG9vz7lz57h+/ToA/v7+GX8x4rksv/8ez5kzcTh8GIt79wCwTkig0PXrqBUqUMHDg1NFivAgTx4Azk2alLyAS5eIjop6ajH9y75PLQc+s/w0HSqdS5zgYngYAIUdCtM6X2suXbpk4tXnHNJuhDCNtB0hTCNtRwjTSNsRIv2ebTcajQZfX19q1KhBSEiIcf2IESMYOXLkK58vs2IhaZWQkMCGDRs4evSo8fry589P9erVadmyZbLA1qeffprmcjM8wDRmzJiXJp86fPgwxYsXp3///sZ1ZcuWxcrKiiFDhvD111+/UlRwyJAh9OvXz7j8uDeLn58fAQEBFC1aFK1Wa3L5Ip1KlICGDUlSVXSXLqHZvx/N5s1o169H0ekocesWxW7f5lqhQlwoVYoSJUqkKCI8Pp44GxseODhQokQJLjk6PlX8y5ctX7D8tJHup9nmbAguOds4s+79dRR2LvzKv4LsTKfT4e/vL+1GiHSStiOEaaTtCGEaaTtCpN/z2o1erycxMZHDhw+n6MH0PFkhFpIWAQEBtGvXjjt37lClShXc3d0BOHPmDH/88QdeXl4sW7aMwoXT/xyc4QGmAQMG0Llz5xfu4+fnl+r6KlWqkJSURGBgIMWKFcPd3Z2wsLBk+zxeft5YRUjZbU2v1xMdHW18wWi1WrnpmkuZMlCmDPrevdGfPo123Dg0a9eiUVWKBARw180t5d8mKYnqR49iFxNDkLc32jNnkjVyrVb7SsuPLXS8zjRXQ08lraJlybtLKOZaLKOuPNuTdiOEaaTtCGEaaTtCmEbajhDp92y7URSFxMREHBwc0Gg0aSojK8RC0mLo0KGULl2aPXv24PhMx4uoqCj69u3LZ599xooVK9JddoYHmFxdXXF1dTXp2LNnz6LRaIxdv6pVq8a3335LYmIilpaWAOzatYtixYq91jGHIpNUqIBu+XJ0J0+iHTsW5coVKu/alWI35cAB7B88AMDn5k2oUYN6Hh5cLFWKsEevlVd1xCac3p5HjcvfNf2ORoUaZUjZQgghhBBCCCFytuwSCzl8+DDbt29PEVwCcHR0ZNSoUTRt2tSkstMWissER44cYc6cOZw9e5br16/zzz//8MUXX9CxY0fjL6x9+/ZYWVkxcOBALly4wMqVK5k7d26y4W8iB6hUCd2qVSQdOAAWKWOeav36JJ44gb5LF9RHUWWPO3douGsXjXbsQFm3Dl6QtPtlblvE0rbceeI1hkRuH1X8iL5V+ppcnhBCCCGEEEIIkRpzx0KcnJwIDAx87vbAwECcnJxMKttsSb6tra1ZuXIlkyZNIiEhgYIFC9K3b99kYxGdnJxYsWIFn332GW+88QYuLi589tlnWXpaPvEKnpMXCYCyZdH98QeMHo3m++/R/P47SlwcLuHh0K4dzRwduViqFIHPJEJ7mVglibbe+wh+EAFAXZ+6zGw+M9UhdEIIIYQQQgghxKswdyykW7duxmFw9evXN+ZgCg0NZe/evUybNo3evXubVLbZAkwVKlRg27ZtL92vbNmybNq06TXUSGQLfn7ov/8e/ahRaGbNQvPzzyiRkThFRVHj8GG8g4IgKSlNRamo9PE8xlFbQ3CpoFNBlrZdipXW6iVHCiGEEEIIIYQQ6WfuWMioUaPIkycPs2bN4ssvvzR2rlBVlfz58zNo0CAGDRpkUtlmCzAJ8Urc3dGPG4f+s8/Q/PILmpkzUUJCKHDrFrrBgw1D5l7SC+m7fJdY5HQDgDyWeVjefjludhmT00kIIYQQQgghhMiKBg8ezODBg7lx4wYhISGAIXl4wYIFX6lcs+VgEiJDODqiHzaMpPPnUcuXB0D7yy+UvHDhuYf4R/jzsecRRrqfNq77460/qJC/QqZXVwghhBBCCCGEyAoKFixI9erVqV69+isHl0ACTCKncHQkae1a1Ec5mMqdPUvBa9eS7fKfVSTdvA5Rdm5Zfs97DfVRB6ev633NuyXffd01FkIIIYQQQgghXrs7d+6wdOlStm7dSkJCQrJtMTExTJkyxaRyZYicyDm8vEhauxaLhg1R7t+n6tGjxNnaotPr6FzgAMsdbxr2ezThnJO1E8NqDeOzWp+Zr85CCCGEEEIIIcRrcuLECdq2bYterycpKQlPT08WLlxIqVKlAEOAafLkyQwfPjzdZUsPJpGzlC6NbuVKdBoNGlWl1v79aK8GoK9ezbiLi60LYxuMxb+/PyNqj0CjSDMQQgghhBBCCJHzjRs3jtatW3P9+nUuXbpEw4YNad26NWfOnHnlsqUHk8hx1Lp1YeFC1C5d0PTujb5wYUY6juRg0EGG1BjCx5U+xs7KztzVFEIIIYQQQgghXqtTp04xdepUNBoNDg4OfPfdd3h7e/POO++wYsUKvL29TS5bAkwiR1Lbt0dXqBBq5cqgKFTMXxH//v5Yai3NXTUhhBBCCCGEEMJs4uLiki0PGTIECwsL2rZty48//mhyuRJgEjmWWqVKsmUJLgkhhBBCCCGEyM1KlSrFkSNHKFu2bLL1AwcORK/X06tXL5PLluQzQgghhBBCCCGEELlAp06dOHz4cKrbBg0axMiRI00eJicBJiGEEEIIIYQQQohcoHv37sydO/e52wcPHszp06eNy4cOHSI+Pj5NZUuASQghhBBCCCGEEEKk0LFjR4KDg9O0rwSYhBBCCCGEEEIIIUQKqqqmeV8JMAkhhBBCCCGEEEKIVyIBJiGEEEIIIYQQQgjxSiTAJIQQQgghhBBCCCFeiQSYhBBCCCGEEEIIIUQKiqKkeV8JMAkhhBBCCCGEEEKIFCTJtxBCCCGEEEIIIYRI5u+//+bevXvP3R4TE8OUKVOMyzdv3sTPzy9NZUuASQghhBBCCCGEECIX6NevH40bN+a///5LdXtMTAyTJ082qWwJMAkhhBBCCCGEEELkEn5+frRo0YJ169ZlaLkSYBJCCCGEEEIIIYTIBRRFYe7cufzvf//jww8/ZOLEiRlWtgSYhBBCCCGEEEIIIXKBx0m7hw0bxsKFC/n555/p2rUrMTExr1y2BJiEEEIIIYQQQgghcpkWLVqwbds2Ll++TJMmTbh+/forlScBJiGEEEIIIYQQQohcQFGUZMvFixdn+/bt+Pj40KhRI3bu3Gly2RJgEkIIIYQQQgghhMgFHg+Re5qjoyNLly7lgw8+oH///iaXbfEqFRNCCCGEEEIIIYQQ2cP777+PjY1NivWKovD1119Trlw5/vjjD5PKlgCTEEIIIYQQQgghRC7w008/vXD7u+++y7vvvmtS2Zk2RG7atGk0a9YMLy8vChYsmOo+N2/epGPHjnh5eVGsWDG++uorkpKSku2zb98+GjRoQP78+alcuTKLFy/OrCoLIYQQQgghhBBCZKqsEC9ZvXo13bp1o1atWjRo0ICePXuyY8eOV7quTAswJSYm0qZNG3r27Jnqdp1Ox3vvvUdiYiJbtmxh9uzZLFmyhAkTJhj3uXHjBu+99x716tVj7969fPLJJ/zvf/975YsWQgghhBBCCCGEMAdzxkv0ej09e/akZ8+eXLp0icKFC+Pt7c3Zs2fp2LEjn376KQARERGsX78+XdeVaUPkPv/8c4DnRtB27tzJpUuXWL16Ne7u7pQrV45Ro0YxZswYRo4ciZWVFb///ju+vr58++23AJQoUYJDhw4xZ84cGjdu/Nxzx8fHEx8fb1x+nMRKp9Ml+1cI8XLSboQwjbQdIUwjbUcI00jbESL9ntdu9Ho9ANHR0clmXbO2tsba2vqVz2vOeMnPP//M7t27Wbx4MS1atEi2bePGjQwYMIBChQqxePFiOnXqlK7rMlsOpqNHj1K6dGnc3d2N6xo3bszQoUO5ePEi5cuX5+jRozRs2DDZcY0bNzb+MZ5nxowZTJ482bhsb2/PuXPnuH79OgD+/v4Zdh1C5BbSboQwjbQdIUwjbUcI00jbESL9nm03Go0GX19fatSoQUhIiHH9iBEjGDlyZKbXJzPjJYsWLWLs2LEpgksALVu25JtvvmHw4MG88cYb9O3bN131NluAKTQ0NNkvC8DNzQ3A+AcMDQ01rnt6n+joaGJjY7G1tU217CFDhtCvXz/j8uMeTH5+fgQEBFC0aFG0Wm2GXYsQOZlOp8Pf31/ajRDpJG1HCNNI2xHCNNJ2hEi/57UbvV5PYmIihw8fTtGD6XXIzHhJQEAADRo0eO65H29bvHgxVlZW6ap3ugJMY8aMYebMmS/c5/DhwxQvXjxdlchoz3Zb0+v1REdHG18wWq1WbrpCpJO0GyFMI21HCNNI2xHCNNJ2hEi/Z9uNoigkJibi4OCARpO21NXZJV5iY2NDZGQkPj4+qW6Pjo7GwcEh3cElSGeAacCAAXTu3PmF+/j5+aWpLHd3d44fP55sXVhYGAD58+c37vN43dP7ODg4PDcal5rH4yf1ej0ajQa9Xp8sCimEeD5pN0KYRtqOEKaRtiOEaaTtCJF+z2s3z8YQ0iK7xEuqVavG77//zvTp01PdPm/ePKpVq5amej4rXQEmV1dXXF1dTTrRs6pVq8Z3331HWFiYsVvXrl27cHBwoESJEsZ9tm3bluy4Xbt2Ub16dZPOqdPp8PX1JTExkcTExFe7ACFyEWk3QphG2o4QppG2I4RppO0IkX4Z1W6yS7xk6NChvPXWW9y7d48BAwZQrFgxVFXl8uXL/PTTT2zcuJG1a9eaVO9My8F08+ZN7t+/T1BQEHq9nrNnzwJQqFAh7O3tadSoESVKlOCTTz5hzJgxhIaGMn78eHr16mUc3tazZ0/mzZvH119/TdeuXdm7dy+rV69m6dKl6a6PnZ0dMTEx1KhRg8OHD+Pg4JCh1ytEThUdHS3tRggTSNsRwjTSdoQwjbQdIdLvee3mcQ+mzGLOeEmNGjX4/fffGTx4cLJAkqqqODs7M2/ePGrWrGnSdSnq4wzYGaxfvylPflQAADFbSURBVH4sWbIkxfp169ZRt25dAAIDAxk6dCj79+8nT548vP/++4wePRoLiydxr3379jFq1CguXbqEl5cXn3322Uu7nT1PVFQUBQsW5MaNGzg6Opp2YULkMtJuhDCNtB0hTCNtRwjTSNsRIv3M1W6yQrzk4cOH7Ny5k6tXrwJQtGhRGjVqlK50RM/KtABTViQ3XSHST9qNEKaRtiOEaaTtCGEaaTtCpF9ubDdHjhwhIiKCFi1aGNctWbKESZMm8fDhQ1q1asXkyZNNmjEvbdmqhBBCCCGEEEIIIUS2NmXKFC5evGhcPn/+PIMGDaJhw4YMHjyYzZs3M2PGDJPKzlUBJmtra0aMGGFSJE6I3ErajRCmkbYjhGmk7QhhGmk7QqRfbmw3586do0GDBsbllStXUrlyZWbOnEn//v2ZNGkSq1evNqnsXDVETgghhBBCCCGEECK38vDw4NixY3h7ewPQokULmjRpwrBhwwBD7qc6depw8+bNdJedq3owCSGEEEIIIYQQQuRWbm5u3LhxA4CEhATOnDlDtWrVjNujo6OTJRJPDwkwCSGEEEIIIYQQQuQCTZs25ZtvvuHAgQOMHTsWW1tbatWqZdx+/vx5ChUqZFLZEmASQgghhBBCCCGEyAW++OILLCwsaN26NfPnz2fmzJlYWVkZty9atIg33njDpLIlB5MQQgghhBBCCCFELhIZGYm9vT1arTbZ+nv37mFnZ5cs6JRWEmASQgghhBBCCCGEEK9EhsgJIbI0iYELIYQQQgghRNZnWmpwkaojR45w7do1mjRpgouLi7mrI0S2oaoqiqIQHR3NypUr2b17NyVLluT999/H19fXuF0IkdyVK1fw9PTE3t7e3FURIluKi4tj1apVrFmzBhcXFzp27EiDBg3MXS0hso3Hn9HOnDnD/PnzCQoKom3btjRr1oy8efOi1+vRaKRPg8jdzp49i5OTE76+vuauSqaT1p4Bzpw5Q4MGDejcuTMzZ86kVatW7Nixw9zVEiLbUBQFVVUZOXIkc+fOJV++fOzatYtGjRpx+fJlCS4J8ZTIyEg+/fRTfHx8aNOmDR988AEHDx40d7WEyJbmzZvHjBkz8PPzQ6PR8O6777Js2TL0er25qyZElvc4uHT69Gn69OlDSEgIhQoVYvz48fTs2RNAgksi1woPD2f69OlUrVqVBg0asGTJEpKSksxdrUwnLT4doqKiiIyMNC6rqoqqqnz33Xd4eHhw+vRp1q5dS+nSpRkzZgz79+83Y22FyJqOHTvGmjVrCA8PT7Z+x44drF+/nilTpvDdd9+xdu1a/Pz8mDhxIrdu3TJTbYUwL51OZ/z/4+GiCxcu5MSJEyxcuJBly5YRHx/Pl19+yb59+5LtJ4QwOHLkCH/88QdnzpxJtj4kJIRJkybRt29fJk2axKxZs+jduzc//fQTR44cAaQ9CfHYnTt3WLlyJVu3biUhIQEwfEEYHx/PnDlzyJs3L3/88QcTJ05k8eLF7Nu3j0WLFkmwVuQKz8YJwPAeExgYyODBg2nUqBHHjx8nJibGTDV8fSTA9BJXrlxh9OjRVK5cmVq1atG3b18WL14MGG6qly5d4tq1a7Ro0QI7OztcXV0ZM2YM+fLlY9myZWauvRDm8/SH8qCgIL7++mtKlixJjx49mDFjBi1btmTz5s3GfXbt2kXlypWpUKECAFZWVnzyySfcvHmTf//9N0WZQuREqqqyf/9+Bg8ezBtvvMHw4cPZtWsXYHjPiYmJYefOnZQqVYoGDRpQunRp5syZg7OzM7///ruxDCFyo6df+5GRkXz//fdUrFiRHj16sGrVKjp16sTUqVOJiooC4ODBgxQuXJgqVaoYj+vatSuOjo6sXLkyRZlC5DZ6vZ7t27fzzjvvUL16dX788UfGjBlD69atjQ/T1tbW7N69m27dumFhYYFer6dMmTK0atWK9evXc/PmTTNfhRCZ40VxAgAvLy/69etH165d6datG0ePHiUsLMyMNX49JMD0jKc/SNy6dYtZs2Zx+fJlRo0axeLFi3Fzc2PcuHFs3LgRMNxUr1+/TpEiRYzH+fj4ULVqVU6cOGH8ECNEbnH//n0CAgKSDWvbvn07/v7+TJ06lTNnzrBkyRJKlCjBtGnT8Pf3ByBv3rzcuXMHBwcHY6+NWrVq4eDgwLFjxwBkqJzI0WJiYpg1axYjRowgPj6eDz74gLt379K3b1/WrFkDQEREBKGhoVSqVMl4nKenJ82aNWP//v3ExMTIcASR60RERHD8+PFkPf7Onj3L2bNnGTRoEKdOnWLVqlV0796dTZs2sXXrVuN+MTExJCYmGpcLFy5MhQoV2LNnDyDDe0TucuHCBUJCQozLGo2GP//8k3LlyrFr1y527tzJrFmzuHHjBj///DN6vR5VVXF0dCQ0NBTA2LupefPm3L59m4sXLwISrBXZX1rjBI+/QM+bNy/FixcH4I033iAyMpLLly+bpe6vU65/10xMTOSff/6hZcuWNGvWjB9++MEYWVRVlQIFCjB69Gjat29PhQoVmDlzJq6urvz333/o9XoKFSqETqcjODjYWKaiKJQsWRKdTsepU6fMdGVCvF47d+6kVq1alClThp49e/Ltt98aP6SUK1eOQYMG0apVK8DwQPzZZ5/h7++PhYVhroHSpUtz7do1Hjx4gFarBaBAgQJ4enoSGhoqwVqR7T3+YHLnzh1+/PFHBg4cyMqVK4mLiwMgOjqasLAwPv30U2bPnk2PHj2YM2cOVatWNX5Y8fHx4f79+8TFxRnH8Wu1WsqUKYNGozEOzZYP8iI3OHv2LG+++SalS5fm448/pk+fPhw6dAgADw8P+vfvT5cuXbCyskKr1dKjRw9UVTU+ANeoUYPAwMBk3yjnyZOHMmXK8ODBg2Sf7YTIqRISEvjqq6/w8fGhXbt2dOvWjXXr1hnbSffu3RkwYABFihQhKSmJKlWq0KxZM06ePIlGoyEqKopSpUoZe5s/DsrWrFmT2NhYbt++DciXhCL7MTVOcO7cuWSfw3Q6HY6Ojvj5+XHo0KFkX2rkRLk+wLRnzx4mTZpErVq1aN++PT///DP9+vUDwNvbmxEjRlCyZEkA4xjiqKgonJ2djTfQChUqsG/fvmQvpAIFCpAnTx7pFipytMev+eDgYGbOnEmNGjU4fvw4nTt3ZuXKlYwfPx6AKlWqUKNGDTQajTF4dPHiRSwsLHBzcwOgePHiaDQaDhw4ADzJPePs7Ex0dHSuGLMscjZFUbh9+zZdunRh1apVqKrKV199Ra9evQDDA/FXX31F27ZtURSFpKQk8uTJQ1xcHPny5SM+Ph6AYsWKcfTo0WRtws3NjcKFC3Py5EmzXJsQme3xB/LH7zvx8fH88ssv2Nracv78eWbMmEFISAhDhw4FoGjRolSuXBkrKyvjg21sbCxnz5419gD09PTE3d2dI0eOEBsbazyXnZ0dzs7OBAQEvM5LFCLTPf1g+7gtrVy5kh07dvDzzz+zfft2vL29mTx5MuvXrwegWbNmeHh4AGBhYUFSUhK3bt0yfn7LkycP1atXN/Y2t7KyAsDPz4+YmJhckdRY5Eymxgny5ctnnMAInrS1xo0bs3///hz/pXmuCDDt2vX/9u48sMYrf/z4+97skkgikQ0hIRIJIiKILaid0FKqg5qvKq3aOoPSsZRSzGhLx1L7OhJba2kZYmlp7FtiSRBELNEkEpE9kXt/f+T3HLmls9RU0M/rn9bN48m913Oec87n+ZzPOcDs2bOJjIwkJyfH5GeTJk2iTZs2TJw4kSFDhrBmzRqOHTtmsn7SYDBQUlKCXq8nOjoaS0tLQkND1c8jIiLYv38/SUlJ6rVatWpx/fp1PD09f/PPJ8RvLTU1laVLl/Lqq6/Ss2dPFi5cSEpKihq0X7p0iZiYGCZPnoy7uztDhgxhwoQJREZGqidXPy/yuHDhQt5++21sbW2B0klzaGgoUVFRPHz4UAWizMzMyMzMxMPDQwpFihfG0aNHVdHtsr744gsePnzIhg0bmD9/PosWLeLAgQOsWbMGKB2YGwwGDAYD5ubmZGZmcufOHWrWrImVlRVQ2ufExcWZTH7d3NwoLi5WGYHypFi86O7du8eqVavo0aMH4eHhTJo0icOHD6tr+/bt22zbto1hw4bh7OxMeHg4y5cvJz4+no0bNz4xi2/OnDl07twZHx8f1Z9ERERw+PBhrl69qo578OABeXl51KhR45l8ViF+S0eOHGH06NG0aNGC9957j+3bt1NQUKDaUnR0NB4eHnTt2hVPT08+++wzAgMDWbhwIYBaBqc5duwYp0+fZvTo0QBYWFjQsmVLioqKTGprFhcXm0yyZQwnnke/RZygUaNGwKOxmPbfHj16cPHiRTU3elm9lAGmO3fuUFJSwurVqwkLC2P48OHEx8czd+5cevXqpQblGRkZZGVl0bx5c3Q6HQaDgdDQULp168batWtV8TqdToeZmRkGg4GoqCgaN25M/fr11Q2zT58+AKxZs0YtdYiOjiY/Px9fX99y+AaEeDpGo5HY2FhiYmK4ceMG77zzDlu2bKFJkya0b9+eBQsWqIEFlBa5q1GjhnpqBaVPvFxdXVWxe71er55iRUZGUlRURP/+/dXvA9Tyhr/97W8YDAYSExP54YcfaNu2rTqHEM+rU6dOMXjwYLy8vBg+fDhjx46lT58+JrsgHj58mIiICFxcXCgpKaFVq1b07t2bdevWkZycDJT2Odq1rgVctX4GoEuXLtjY2KgixFC67O7kyZM0bdr0GX1aIf73Ll26xLp16ygpKWHEiBFs3LiRJk2aMHLkSM6dO8eAAQNIT08HSgf1eXl5apxVVFSEm5sbLVu2ZM+ePWRkZKjjAM6cOcPJkyd5++23sbKyUlmyf/jDHzA3N2fSpEncvXuX9PR0oqOj8fPzo0qVKuXwLQjxdDIzM9m5cydXr14lKiqKsWPHUlBQwPDhw6lYsSJjx45l6dKlAKSlpZGVlaXqxEBp3ZgePXpw+vRp0tLS0Ov16HQ61WbmzJnDgAEDqFmzpmpf9evXp2vXrnz66afs2LEDgOXLl2Nra0vjxo0BGcOJ58OzihOUpT00b9GiBTqdjtjYWM6dO8euXbseC2q9DF66lh4VFcXIkSNJTEzk5MmT9OzZkxMnTrBq1SrmzZtHdnY2q1atAkoH5N7e3qrIsHbj7NWrF3FxcY+tGd67dy/79u3jww8/NHnd2dmZSZMmsWbNGoYNG8bo0aOZOXMmkydPpmrVqs/y4wvxP1FYWKhqJF27dg0/Pz+++uorJkyYwHvvvcfnn3/O+fPnOXbsmDre1dWVS5cuAaUDegcHB8LDw9m/f796TcvIWLlyJa+99hrVqlUDHrWlTp06MXLkSNavX0/79u1p27YtLi4ujBw5shy+BSH+vYSEBHr06MGtW7f4+uuvKS4u5uuvv+bIkSNMmTKFq1ev8ve//x0orbHk4uKi+hatvkWvXr24efMmV65cMTn3nTt3mDNnDh9//DF2dnYqEOvm5sbw4cNZvXo148aNY+vWrUyaNIlXX32VunXrPsNPL8T/jsFg4JtvvmHPnj3k5+djaWnJzJkz+eijj+jVqxcbNmzAaDSyb98+oHRDCS8vL06cOAE8elDRvn17Lly4oAoOaxODxYsXExgYSOvWrYHSrAsonRhPnTqVn376id69e9OwYUMSExOZMmXKM/4GhHg6Whs4ffo0H330Eebm5ty5c4fBgwczf/58+vbty8yZM+nduze7d+/GaDRSuXJl9XA8Ly8PKG0zgYGBODk5qTFcQUEBZmZmbNiwgVu3bvHWW28BpkGjjz76iMDAQD7++GMaNGjArFmzGDhwIA0aNHiG34IQv+xZxgl+7saNG+zatYvCwkJGjhxJeHg4S5cu5d69e7/xp372zMv7DfwaOTk5HDx4kG+++YZ3332XkJAQioqKsLS05NatW7i6uuLt7c2IESPw8vLC2toagEaNGhESEqLSoF1cXKhUqZL6szbYaNq0KUVFRaSkpFCnTh2gdGLw4YcfMn78eLy8vIDSG3l+fj4VKlSgb9+++Pj4sGXLFtLS0pg5cyadOnV61l+NEP+xS5cuUVRURL169UxeNxgMWFtbc+/ePTw9PWnTpg1t2rRRP9Pr9VhbW1OpUiU1GKlduzabNm3iypUrJts9N2nShGnTpgGPBiFr1qwhPz+fMWPGAKXL727fvk2dOnWwtrbm3XffpVmzZly4cIF69erJhFk8l4xGIzqdjkuXLmFnZ4eFhQXt27fH2dlZtalOnToRGxvL9u3bgdLBibe3t9pBROubwsLCKCoqMslgApg+fTphYWF07NjR5HUo3Urd1taWbdu28Ze//IVmzZoxZswYHBwcns0XIMSvkJCQQFJS0mPjI6PRiF6v5/LlyzRs2BA7Ozs1yNcUFxfj6enJ3bt3AXBwcMDHx4eYmBhef/111T7atGnD9OnTVcasTqcjJiaGgwcPquBUamoqZ8+epUmTJjg4OBASEsKOHTs4fvw4Xl5eBAYG/sbfhBC/XnZ2Nnv27CErK4uOHTuqTDutDXh5eZGTk0P16tUZNWqUyp4wGAxYWVmRnZ2Nm5sbDx48wMHBAW9vb65cuUJqaqpaFlqxYkXq1avHkSNHeOONN7C2tiYrK4vly5czYMAAfH19KS4u5vz581SoUAE/Pz98fHxYtGgRe/fuVRm6NjY25fIdid+vwsJC9u3bR1BQEFWqVFFZdnq9/pnHCQoKCrCxsSErK4upU6eydetW3njjDbp3707z5s2pWLHiM/1unpUXJoPpxIkTjBw5kuDgYKpXr857773Hli1biI+PBx5NXl1cXDh37hyWlpbUrl1bXTSamJgYNVl2dXWlRo0aXL9+Xe12ZTAYsLS0xNXV1WRZw8qVK6latSpNmjRh1apVRERE0LBhQ5UGCtC4cWNmz57NihUriIiIUBeiEM+L/Px8Vq5cSXh4OGFhYcydO5fMzEyTY/R6PXl5edSqVUtNeLX199rTscTERIqLi2nSpAkADRs2xN7entOnT6tzANjb22NlZaXSSOPj41mwYAFhYWFMnDiRRo0a4e/vz/z589UxUPpE+c0331TBJdkRS5SHCxcuMGPGDF5//XUOHDgAPFpuo12T5ubmJCUl4ebmRuvWrR8L2MbHx6ulB9p2tbdv3yY9PR2dTkdRURHm5uZUqlTJZGvokydPcvnyZYYNG0ZaWhpfffUVb775plrWAPDaa6+xePFiLly4wNKlS/Hz8/tNvw8hfq1NmzbRtWtXmjVrxtixY1WQ9ee1WSwtLdXmKCUlJRgMBhUoOn/+PPfv36dz585AaYHVgIAAtXOitkTb3d2doqIiNQZ78OAB48ePx8fHh3nz5hEaGoq/vz/Tpk0zGec5OzvTuXNnFVySfkc8jw4ePEjz5s2ZOXMmGzZsoF27dhw5csTkmOvXr9OwYUOSk5PV0h3toYjRaOTixYv4+vqqBxJt27bl9u3bnD9/Xp3DxsYGBwcHkyLFy5YtIz4+HqPRSI8ePfDx8eGVV14hLi7OpL5Su3bt6NixIzY2NlJ3STwzWobRhx9+SP/+/Vm+fDlgWvvrWccJtm3bBpTOh+bNm0dGRgaLFi2ic+fOVKxY8bH6Zi+L5zrAFBcXx5w5czhy5Ajz588nJSWFcePGcePGDbZv346HhwdBQUEAqrCpubm5ihz+3Pr16zEajWqrdIBmzZqRnZ2tnmrp9XouXLigtrQFuHXrFkuXLiUmJob27duzaNEiGjRowIoVK3jjjTce+z0v68UiXiz5+flqiYAmJyeHxMREevToQf/+/fnpp5/UTbPsNZueno6VlRWurq4Aav29mZkZBQUFfPnllwwaNIgKFSoApTfsVq1aER0dzfXr19V5tm3bRmBgoLq579+/n/T0dL777juuXr3KuHHjuH79OsuXL8fNzc3kvZZ9P1KwWDwL9+/f55///CcFBQUcPnyY999/n927dxMfH692x9FoQVRXV1eT9fNlBzLXrl3j8OHDDBo0SL0WHByMwWBg586dQOmkuLCwEAcHB5URWFBQwPz58zl9+jR//OMfCQwMZOXKldSuXZv27dubvA+t8HdJSYn0O6LcFRQUqN3Yyj6USE5Opl69ekyaNImqVasSFxenjoHS+hTFxcVqpyoobWN6vV6N7+bNm0erVq1UwNbGxoauXbty8+ZNvv32W3Wuf/zjH3h5eam2ePr0ae7evUtiYiK3b99mzJgxJCUl8eOPPxIQEGDy/qXfEc+LpKQkVW9MU1hYyMSJE+nYsSPHjh1j06ZNNGjQgKlTp3Lq1Cl13J07d7CxsVHZEVp/pdPp2LJlC3fv3mXAgAHq+NatW+Pu7k5kZKR6LT09nb1799KyZUsVnIqKiiI3N5cdO3YQEhLCzp07ycjIoHfv3o/VV9LaktRdEr+Vc+fOMX36dPWg3MzMjCtXrnDy5Em6devGoUOHgEd9CTz7OEHfvn3V37O3t8doNJqM17T51cvmuVwip93I7t69y1dffcWYMWNo2rSpyT9AVlYWaWlpape2sssVfHx8yM/PN0nLzMrKYtmyZQwaNAgPDw8KCwuxsrKiVatWtGzZkmnTpmFvb0/r1q355ptvcHJyUssSXFxcGDJkCKGhoTRu3Pjf3izlZirKS0pKCpGRkWzatIn09HQCAwMJDw9n6NChVKhQATs7OwYNGkTNmjU5duwYb7/9NklJSfj7+5u0L09PT06dOvXEdcQzZszA3d1dDU5KSkowMzNj4MCBHDx4kD59+jBy5EgePHjAlStX+POf/4yTkxMAvXv35rXXXntsd0WDwYBOpzN5Dy/jDVc8X+7fv09WVhbVq1cHSieiQ4cO5caNG7i7u9OtWzc6derE3LlzuXjxIvD4/T0pKYkGDRqQmpqKq6srer2e4uJiLCwsmDNnDmFhYbRs2ZKHDx9ibm5OaGgonTp14ssvv8THx4cWLVqwe/du7t69q4rZl5SUqNpj4eHhtGrVSg1kfsm/+7kQv5WsrCy2bdtGZGQkJ06c4K9//SuDBg3CYDCo67Jfv35UqlSJlJQUDh06xNmzZ02WtUFp20pOTqZZs2Ym2RY6nY5NmzYRHx/PZ599Bjxart2kSRP69+/PuHHj1PK2yMhIBgwYoIJHwcHBHD16FBcXF5P3Lf2OeJ4YDAaOHTvG8uXL2b9/P/b29nh5edG/f3969uyJhYUFFy5coLCwkFdeeQUzMzMqVqzI+PHj+ctf/sLmzZtViQIXFxfOnz+Po6Ojais6nY6cnBymT5/OiBEjqFKlimpfTk5OjB49mgEDBjBo0CA6dOjA7t27Vf+ltYvNmzer/vLn7/3nfaO0JfFbKRsnWLFiBRMnTlTX4NGjR6lTpw6dOnXiT3/6E7m5udja2j43cQLtYf3LrtwCTMXFxURHR/Pjjz/i4uJCz5491bpf7aZkYWFhchGUXUN58uRJatWqRXZ2Ns7OzpSUlGBubk5OTo5a76hlEpmZmallBYMHDwYePfW1tbVl8uTJFBYWMn36dN5//32cnZ355JNPcHZ2BkrrZIwYMUK9d+19/HxgIkR5OHfuHDt27OAPf/gDUVFRHDlyhCFDhtC0aVO2bdvGkiVLsLKyYtiwYdjY2FCzZk2gdK2xubk5ly5dokOHDuqGqN2ELSwsuH//PvBo8HDu3Dm2bdvG9OnT1Y1Zu1G6ubmxYMECNm7cyN///ncsLS15++236dKli3qvWkaU0Wg0GfRIUFY8C4WFhezZs4etW7cSExNDamoqkydPVjsi2tvb4+bmhsFgwMfHR9UJq1mzJgcPHuTatWv4+PiozAy9Xs/t27fVQB/g4cOHWFhYEBMTw6FDh1iyZAlgmmWrZVCMHj0aBwcHrl69yoABA1TxYVtbW+bMmWPy3sv2f0KUt8TERDZt2kS/fv3IyMggMjISX19f9Ho9J06cYNCgQSbjIy0zycvLiypVqnDlyhUKCgrU8gQtGHXjxg3Cw8NNgkv3799n3rx5/PGPf1STW71erx5uTJw4kaZNm7Jq1SoOHDjAG2+8wcCBA9Xv1pYBSb8jnkfLli3j4cOHtGzZkpUrV2JhYcE//vEP3N3dmTFjBvPnz6dChQpERESQnp6OwWBQ2eMAtWrVomHDhvzzn/9Ur+n1ehwdHVU/pfnss89wdXVVDwjLttHw8HDWrl3L119/zezZswkODmby5Mkm2eVa+/t5fyRtSfyv/SdxAnNzc2rVqmUSLFqxYgXTp0/HwcEBCwsL9u/fT0REBMXFxVhaWpKbm2sSV5A4wW+jXAJMmzdvZsGCBdy/f5+wsDDOnDnDl19+yZYtW0wKBCckJODn50dubi42NjZqQAGlW3Da2NhQvXp1jEajGrxXq1aNM2fOqHOYmZlx584dNmzYwKxZs7CxseHWrVtER0fTtm1bqlevjp2dHfPmzSM2NhZHR8cnRue1VDYZlIjylJGRQVFREe7u7iojIiUlhdWrVzN+/Hisra0ZP348YWFhANSpU4dr165x9uxZFY0H1N+tU6cOcXFx3Lt3j8qVK6vB95UrV6hXrx7Z2dkmv3/dunU0a9aMiIgIDhw4wM6dO0lISGDHjh0YjUaqV6/O2LFjGTNmzL+8qf5eIvji+WA0GunQoQOnT5/Gw8OD8PBwJk6cyJgxY2jUqJE67vLlywQFBXH37l08PT1VOwkICGD//v2cOXNGBZg0Li4uJCYmYm1trR50APz1r3+lU6dOqi3evHkTvV5PlSpVqFy5Mhs2bGD79u2kp6cTHh6uAr9llc2wkH5HlJefB4L0ej0ZGRksXryYCRMm4ODgwIgRI2jcuDFfffUV0dHRKvhTlvZa7dq1uXTpEhcvXqRhw4Ym2Q9Vq1ZVRby1YO2GDRtwcnLinXfe4YcffuC7777j7NmzfP7559StWxcHBwd69epFr169/uXnkH5HPE+09hAbG4vBYKBv376EhobSsWNHtYRn9uzZvPXWW2qH0eDgYG7fvs2DBw/UeWxtbQkKCiIyMpLk5GS8vLzUGO7+/fsqgzwxMZEff/yRUaNGkZuby+rVq9m1axdNmzZlwoQJGAwGwsPDadas2b+tISv9kfgt/bdxgpycHGxsbNi7d68qTv/w4UOCgoI4duwYERERFBYWYmlpiaenJ7GxseocEif4bZTLN3DhwgU6dOjA/v37WbhwIZs2bSIgIIDFixeb1C/SKrS7uLioaKCZmRklJSUUFhY+tm6xpKSEzMxMfH19TaL2kyZN4ubNm2zevJmgoCBCQkKYOnWq2l5QExQU9Fh0XvN7jkKK8mcwGPjiiy+oVasWixcvBh5lRFhYWODl5UVRURGjR49WE1otGJuSkoKzs7MKLsGj6H+rVq24fPkyt27dAh7dII1GI3fu3FGTXr1eT2xsLEuXLmXr1q1UrVqVgQMHkpycTM+ePdWT5rLnNxgMUtxRPBd0Oh2ffPIJsbGxnD9/ngULFhAQEICzszOFhYXquAcPHpCTk6OWcGqT0cDAQOzs7Dh79qw6tux6/sqVK5scv3btWi5evEhAQACjR4+mfv36BAUFsXPnTpM20b17d7Vk9Ule1rX54vkXHx/PBx98QIMGDejXr5/a0U277p2dnbGzsyM7OxsHBwe6dOmCi4sLtWvXJj8/Xz3oK3u9a9eytnmDtimE1u+kp6djY2OjlrJZWFiQkZHB5MmTiYmJISAggAEDBnDjxg369ev3xKL20u+I50lSUhJz587lyy+/VMXqNVrxbW3e4ejoyDvvvGNSH8ba2prz589Tv359ACpXrkylSpU4deoUBQUF6rhKlSrh6uqqapvl5ORw7949nJyc1Fhw2bJlnDp1iuHDh+Pn58eqVauoX78+PXv2BB61bS24JHX9RHn5b+ME2hgsNjaW8PBwKlasSFZWFjqdjuXLlxMQEMDBgwcxGo1kZWVJnOAZKJcMppEjR6ptnYuLi7Gzs6NFixYcOHAAvV6vnhp7enqqAndl/9HMzMyIj49XEUpzc3OVXh0fH0+rVq3U8bm5uaSmplKpUiXMzc355JNP6NSpk9pt5JdI9FE8TwwGA5s2bcLf35/MzEyysrJU2n9CQgL+/v5kZ2djbW1tEoy9cuUKaWlpNG3a1OR8Zbdznj9/PtevXyc4OFhNkKtVq8aFCxdU+ieUZk+9/vrrhIaG0qZNG2rVqvUv37O0IfE80dqA1mckJSUB4OHhoY5xd3dX29GWDZp6e3vj6elJYmIiRUVFWFpaqp8nJCRQu3Zttc4fSovb37t3j7lz5xISEsKsWbNo167dE/udnwdnhShvWVlZfPzxx9jZ2TF16lTu3bvHRx99xIMHD/i///s/7O3tVfZRWloa9vb2qu5YrVq1cHR05NChQzRq1OiJRbMDAgJwcnJSO1Zp/Y6LiwtxcXGqKCqUTrBff/11goODadOmzS8GYzXS74jnQV5eHlFRUaxYsYLbt29TVFTEm2++qSbCGr1ez/Xr16ldu7bK5CubCbF161aqVaumCtsDdOnShSNHjnDjxg0VZLWysqKwsJBKlSoBpX3Z999/D5S2r8LCQipXrsyIESNo27YtLVq0kLp+4rn138QJ0tLSgNJ+a9WqVTg6OrJs2TLS09NVe/voo49o3749Op1O4gTPSLkEmLR0TaPRqCLlx48fVxF6LTPjp59+om7duiZrK7UbcGpqKi1btsTc3NxkpxJnZ2eVXm00GrGxsWHDhg0m65W184BcIOLFsH79etq1a4eZmRknTpzg2rVrBAcHA6YR/J8XWty0aRNOTk4mdZDg0XXv7++Pk5MTFy5cwNfXl+vXr9OiRQtyc3OpX78+ycnJasDSpk0btXWnpqSkRLIsxAtF61+MRiMPHjzA399f/SwnJwc/Pz+T5aTa+nw/Pz++/fZbLl++TN26dcnJycHe3p7c3Fyys7OxtbVVg55PP/2USpUqPbGosBRCFc+7JUuWcO3aNVavXq0KZRcXF7Nq1Sp8fHzo1q0bmZmZ5OTkqACt1q68vLzw9vbm+PHjAI9ltkJpvT4fHx8uX77MyZMniYuLo23bttSoUYO8vDy1NFurNbNgwQKT9yf9jnhePHz4kO+//57Tp0/TrVs31V60yenAgQMJCQmhS5cuJCQkmASYtP4gOTmZgIAA9Hq9SR+Rl5fHmjVr6NGjB15eXqp/6dOnD8eOHWPZsmX87W9/A+CHH34gLy+PBg0aAKWT5oCAABX4tbKy4s9//rPJe5c6MeJ59d/ECerVq0dOTg4ODg40adIEKysrWrZsScuWLUlPT2fw4MGYmZmpNilxgmejXHeR025oBw4cIC4uTt0otXXJ165dw8HBwaTKu16v586dOybbA2rZS1oGh3YxajfNChUqqJQ6Ke4oXiTaYOPIkSOEhYURGBhIdHQ0Fy9eVAGmX8r0u3r1KosWLSIqKuqJ6+lTUlJISEjg3r17fPHFF3zxxRd4e3sTFRVFUlISTk5Oj0XwyxY3BnnCJV5cCQkJ+Pr6kpWVZVKjQttZR6O1qVq1apGbm8usWbNIT0+nWrVqLF26FGdnZ5X1pLUH7WmzFBUWL6LU1FQ8PDxMJqg1atTg0qVLREdH061bNzw9Pbl8+TI2NjYmWXjaMrnNmzebZNpq0tPTOXPmDEePHiU2NpaDBw9SUlLCxo0bsbW1pX79+uTl5QGmA/uyE2/pd8TzIDY2lhkzZnDlyhVu3LhB1apVVYDJ3Nycvn37qkmrt7c333//PS1btlR/X2sz1apVIyUlBcCk71m/fj2pqakMGTJEnRNKN2gZM2YMQ4cOJS0tjZycHOLj45k1a5b6fXFxcdSoUeOxPkfq+okXyX8aJ7CzswNg4cKFJvMWS0tLKleuTGRkJG+++Sb379+XOMEzUu7fXnFxMbNnz2bgwIH4+vqqtcIAFStW5Pr16wAmr2dmZnL79m21jl8bbNjb2+Po6PhYlgWUDlTMzMwkSi9eKHq9nkuXLnH27Fm6d++Ot7c3dnZ2KvoOpRH8wMBA8vPzTa7vDz74gF69etG8eXP1Wm5urvr/JUuW0KtXL0JDQ1m6dCmXLl3i1KlT+Pr64uvrS+PGjR9bjiA3XfGi055KXbt2DTc3N2xtbVX/otfrSUpKUgW7oXRCPGTIEEaNGkV8fDw3btzA39+fd955B4PBgJWVFa1bt37iUjetqLD0O+JF0rZtW06dOsX27dvVQPzo0aN4eXlx9OhRjEYjRUVFeHt7k5OT89j17e/vr3b7LS4uVstRAXbt2kX//v1xd3dn8eLFJCQkkJGRQbt27dDpdHTs2NFkEq6Rfkc8b/R6PXXr1mXLli00bNiQY8eOqbpIRqPRJCOiVatWfP/99yZ1mHQ6HVlZWVhYWDxWx+/OnTtMnz6dmTNnqiBtdna2qhkYERHBrl27qF69OgEBAaxbt47u3burfqtr166EhIQ8FoyVzD/xovlv4gQ/fyju5OTEpEmTmDFjBlBa50ziBM9GuWUwaYPxtWvXkpGRwXvvvQc8urmWlJRgb2+Pvb29yetQWnD14sWLaleTsrRtn4V4WRw/fpx27drh6OgIlN4gv/nmG1atWsXGjRtJT0/H3t7e5Eny9u3bycrKonv37mzbto2oqCjOnj3LW2+9xYQJEwAYM2YMU6ZMMfld2tOtGjVq8Kc//UlutOKlo9W40LZBt7S0VAOWypUrk5CQoI6D0gGKg4OD2hWubEYtlA7k3d3dpa2Il0bnzp1p164dU6ZMYfbs2Vy9epWQkBB69erFrl27uH37Nrdu3cLLy8tksA+o4FNGRgZDhw4lMzOT5s2bs3XrVvR6PX379lVbpGu0J8cuLi7069fvWX5UIX41f39/xo0bh7W1NZ07dyYyMpLMzEw8PDwe6w86dOjAmjVruHv3LlWrVlWvOzg4EBcXR8eOHdVrRqORzz//nKZNm2Jtbc20adP47rvvyMjIYMmSJWpyHBQURFBQkMnv0eZKr776qvRJ4oX2NHECjbm5udr4SCNxgmej3AJMOp2Oe/fusXHjRkaNGoWrqytXr15l3759eHt70759exITE/Hz83vidrfW1tZPfGKsLXUQ4mWxZMkSvL29GThwIAcPHiQ3N5cKFSrQuHFjVT8mOTlZHZ+Xl8e6des4d+4cffr0wcPDg/bt2/P+++/TokULdZxWkLhsPYuyT4llcCJeVvn5+dy6dUttd1v2qXGdOnXUsiDtZ1paNjxet6Js8VUhXhYrVqzgu+++Iy0tjXr16tG4cWO2bNnCtm3bsLOzw2AwcPPmTRwcHNQYLSUlhYEDB3Ly5EkCAgLo2LEjbdq0Mel3yu5QJUsRxIvMwsJCXc+dO3fm008/JTk52WTjCE1ISAg6nY4zZ86oAJPWbgwGAxkZGerYy5cvs3nzZh48eMDhw4cJDg5m6NChdOvWDVdX18fmPmWXvWlk/CZedE8bJ/glEid4Nsq1BtOKFSs4fvw4jo6OfPLJJ2RkZODh4cHMmTOB0l2rzM3NMTMz+8XlB0K8zAoKCggKCuL48eOEhYWxfPlyiouLmTVrFhEREeh0Ouzs7FQEX6fTYWNjQ9euXXn33XcJCwt7LOPi56Sehfi9sbS05Pjx4yqTQhucJCQkEBIS8ljNsrK7+shkWPwemJmZ0b17d5PXTp06ha2tLY6Ojtja2qrlQFof4uHhwZQpUwgODn6sYOqTzi/EyyIgIABbW1vOnj1LaGjoY/2Eo6Mj9erVY9++fURERAClbSAzMxNfX19VdwxKl/18/vnnNGjQAB8fH5PzPGkuJH2SeFk9bZxAlJ9yDTCZm5tTrVo1vL29GTx4MO3atTP5+bBhw3B3dwckmCR+n6ytrZkxYwYWFhZqwF5cXMzMmTM5fPgwAwYM4Nq1a9SuXVtNknU6HQMHDlTnkJ1ChDB1//59pk2bRqtWrYBH/Uvv3r1VsciypN2I36OsrCwMBgP29vbs2LGD3bt3qyXWt27dUgW5tb7JaDSqmn/S74jfC213t8aNG3Po0CH69ev3xH6kXbt2rF+/nhUrVnD27Fm6dOlCWFgYt27dom/fvuo4Dw8Pevbsqf5cNttP2pL4PZE4wYurXANMo0aN4oMPPjB5rey2gOHh4eXxtoR4rpRdK2wwGLCwsKB3794qzfrevXv4+/s/9kRYi+bL0y0hTLm4uDB8+HD1Z62N9O7dW9qLEP/f0aNHiYqK4siRIxQXFzN06FBeffVVoHRzCVdXV5NMpbIDfGlH4vdCu+4jIiKYNWsWGRkZ2NnZqTFYYmIi8+fPZ8+ePdy9e5fZs2fTvHlzqlWrhoODA6mpqbi5uZmcs2w2hmT7id8riRO8uHTGsntilgN5yiXE0/nhhx9wd3fHz8+vvN+KEC8USakW4pclJydz6NAhqlat+thA/sSJE9jY2KjdfIX4vfvpp5+oW7cuU6ZMITs7G71ez7hx49i9ezcrVqzglVde4bXXXsPV1dXk7x04cIBGjRqpUgdCiEckTvBiKvcAkxDi15HJsRBCiGflScWEhfi9KywsZO3atezdu5c9e/ZgYWGBj48PQ4YMoX///k+s6WcwGCQzSQjx0irXJXJCiF9PBvlCCCF+S1LgXoh/raCggJiYGOzt7fn2229p1qzZY8eUbUc6nU6CS0KIl5pkMAkhhBBCCCHE/0DZOjFCCPF7IwEmIYQQQgghhPiVZAmpEEKUkgCTEEIIIYQQQgghhHgqkrsphBBCCCGEEEIIIZ6KBJiEEEIIIYQQQgghxFORAJMQQgghhBBCCCGEeCoSYBJCCCGEEEIIIYQQT0UCTEIIIYQQQgghhBDiqUiASQghhBBCCCGEEEI8FQkwCSGEEEIIIYQQQoinIgEmIYQQQgghhBBCCPFUJMAkhBBCCCGEEEIIIZ7K/wNLf78bweRm5QAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "Pandas v: 1.2.0 [pip install pandas] https://github.com/pandas-dev/pandas\n", "Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\n", "Technical Analysis with Pandas TA v: 0.2.40b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n", "Charts by Matplotlib Finance v: 0.12.7a4 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n", "\n" ] }, { "data": { "text/plain": [ "<__main__.Chart at 0x160d42a90>" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Chart(df, style=\"yahoo\", title=ticker, verbose=False,\n", " last=recent_bars(df), rpad=10, clr=True, squeeze=True,\n", " show_nontrading=False, # Intraday use if needed\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Lazybear's TradingView Squeeze" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "Pandas v: 1.2.0 [pip install pandas] https://github.com/pandas-dev/pandas\n", "Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\n", "Technical Analysis with Pandas TA v: 0.2.40b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n", "Charts by Matplotlib Finance v: 0.12.7a4 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n", "\n" ] }, { "data": { "text/plain": [ "<__main__.Chart at 0x160eb3460>" ] }, "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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "Pandas v: 1.2.0 [pip install pandas] https://github.com/pandas-dev/pandas\n", "Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\n", "Technical Analysis with Pandas TA v: 0.2.40b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n", "Charts by Matplotlib Finance v: 0.12.7a4 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n", "\n" ] }, { "data": { "text/plain": [ "<__main__.Chart at 0x160d4da00>" ] }, "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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "Pandas v: 1.2.0 [pip install pandas] https://github.com/pandas-dev/pandas\n", "Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\n", "Technical Analysis with Pandas TA v: 0.2.40b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n", "Charts by Matplotlib Finance v: 0.12.7a4 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n", "\n" ] }, { "data": { "text/plain": [ "<__main__.Chart at 0x160f0fdf0>" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Chart(df, style=\"yahoo\", title=ticker, verbose=False,\n", " last=recent_bars(df), rpad=10,\n", " volume=True, midpoint=False, ohlc4=False,\n", " rsi=False, clr=True, macd=False, zscore=False, squeeze=False, lazybear=False,\n", " archermas=False, archerobv=True,\n", " show_nontrading=False, # Intraday use if needed\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Disclaimer\n", "* All investments involve risk, and the past performance of a security, industry, sector, market, financial product, trading strategy, or individual’s trading does not guarantee future results or returns. Investors are fully responsible for any investment decisions they make. Such decisions should be based solely on an evaluation of their financial circumstances, investment objectives, risk tolerance, and liquidity needs.\n", "\n", "* Any opinions, news, research, analyses, prices, or other information offered is provided as general market commentary, and does not constitute investment advice. I will not accept liability for any loss or damage, including without limitation any loss of profit, which may arise directly or indirectly from use of or reliance on such information." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.2" } }, "nbformat": 4, "nbformat_minor": 4 }