{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Technical Analysis with Pandas ([pandas_ta](https://github.com/twopirllc/pandas-ta))\n", "* Below contains examples of simple charts that can be made from pandas_ta indicators\n", "* Examples below are for **educational purposes only**\n", "* **NOTE:** The **watchlist** module is independent of Pandas TA. To easily use it, copy it from your local pandas_ta installation directory into your project directory." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "Pandas TA v0.2.42b0\n", "To install the Latest Version:\n", "$ pip install -U git+https://github.com/twopirllc/pandas-ta\n", "\n", "Populating the interactive namespace from numpy and matplotlib\n" ] } ], "source": [ "%matplotlib inline\n", "import datetime as dt\n", "import random as rnd\n", "\n", "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", "\n", "print(f\"\\nPandas TA v{ta.version}\\nTo install the Latest Version:\\n$ pip install -U git+https://github.com/twopirllc/pandas-ta\\n\")\n", "\n", "%pylab inline" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### List of Indicators (post an [issue](https://github.com/twopirllc/pandas-ta/issues) if the indicator doc needs updating)" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Pandas TA - Technical Analysis Indicators - v0.2.42b0\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 = pd.DataFrame()\n", "e.ta.indicators()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Individual Indicator help" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Help on function ema in module pandas_ta.overlap.ema:\n", "\n", "ema(close, length=None, offset=None, **kwargs)\n", " Exponential Moving Average (EMA)\n", " \n", " The Exponential Moving Average is more responsive moving average compared to the\n", " Simple Moving Average (SMA). The weights are determined by alpha which is\n", " proportional to it's length. There are several different methods of calculating\n", " EMA. One method uses just the standard definition of EMA and another uses the\n", " SMA to generate the initial value for the rest of the calculation.\n", " \n", " Sources:\n", " https://stockcharts.com/school/doku.php?id=chart_school:technical_indicators:moving_averages\n", " https://www.investopedia.com/ask/answers/122314/what-exponential-moving-average-ema-formula-and-how-ema-calculated.asp\n", " \n", " Calculation:\n", " Default Inputs:\n", " length=10, adjust=False, sma=True\n", " if sma:\n", " sma_nth = close[0:length].sum() / length\n", " close[:length - 1] = np.NaN\n", " close.iloc[length - 1] = sma_nth\n", " EMA = close.ewm(span=length, adjust=adjust).mean()\n", " \n", " Args:\n", " close (pd.Series): Series of 'close's\n", " length (int): It's period. Default: 10\n", " offset (int): How many periods to offset the result. Default: 0\n", " \n", " Kwargs:\n", " adjust (bool, optional): Default: False\n", " sma (bool, optional): If True, uses SMA for initial value. Default: True\n", " fillna (value, optional): pd.DataFrame.fillna(value)\n", " fill_method (value, optional): Type of fill method\n", " \n", " Returns:\n", " pd.Series: New feature generated.\n", "\n" ] } ], "source": [ "help(ta.ema)" ] }, { "cell_type": "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(5358, 6) from 1999-11-01 00:00:00 to 2021-02-17 00:00:00\n", " open high low close adj_close \\\n", "count 5358.000000 5358.000000 5358.000000 5358.000000 5358.000000 \n", "mean 166.510436 167.494543 165.425091 166.509803 141.922863 \n", "std 68.768359 69.004925 68.491038 68.775429 76.444191 \n", "min 67.949997 70.000000 67.099998 68.110001 53.467925 \n", "25% 116.997502 117.699998 116.002500 116.824999 87.099796 \n", "50% 139.359998 140.380003 138.122498 139.495002 106.562039 \n", "75% 207.517500 208.442500 206.560000 207.720000 186.714949 \n", "max 393.960000 394.170000 391.530000 392.640000 392.640000 \n", "\n", " volume \n", "count 5.358000e+03 \n", "mean 1.104251e+08 \n", "std 9.723083e+07 \n", "min 1.708170e+05 \n", "25% 4.795851e+07 \n", "50% 8.126611e+07 \n", "75% 1.471976e+08 \n", "max 8.710263e+08 \n" ] }, { "data": { "text/html": [ "
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openhighlowcloseadj_closevolume
date
1999-11-01136.500000137.000000135.562500135.56250091.2092654006500.0
1999-11-02135.968704137.250000134.593704134.59370490.5574396516900.0
1999-11-03136.000000136.375000135.125000135.50000091.1672147222300.0
1999-11-04136.750000137.359299135.765594136.53120491.8610307907500.0
1999-11-05138.625000139.109299136.781204137.87500092.7651637431500.0
\n", "
" ], "text/plain": [ " open high low close adj_close \\\n", "date \n", "1999-11-01 136.500000 137.000000 135.562500 135.562500 91.209265 \n", "1999-11-02 135.968704 137.250000 134.593704 134.593704 90.557439 \n", "1999-11-03 136.000000 136.375000 135.125000 135.500000 91.167214 \n", "1999-11-04 136.750000 137.359299 135.765594 136.531204 91.861030 \n", "1999-11-05 138.625000 139.109299 136.781204 137.875000 92.765163 \n", "\n", " volume \n", "date \n", "1999-11-01 4006500.0 \n", "1999-11-02 6516900.0 \n", "1999-11-03 7222300.0 \n", "1999-11-04 7907500.0 \n", "1999-11-05 7431500.0 " ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# All the Data\n", "df = farm(ticker)\n", "print(f\"{df.name}{df.shape} from {df.index[0]} to {df.index[-1]}\\n{df.describe()}\")\n", "df.head()" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "SPY(252, 6) from 2020-02-19 00:00:00 to 2021-02-17 00:00:00\n", " open high low close adj_close \\\n", "count 5358.000000 5358.000000 5358.000000 5358.000000 5358.000000 \n", "mean 166.510436 167.494543 165.425091 166.509803 141.922863 \n", "std 68.768359 69.004925 68.491038 68.775429 76.444191 \n", "min 67.949997 70.000000 67.099998 68.110001 53.467925 \n", "25% 116.997502 117.699998 116.002500 116.824999 87.099796 \n", "50% 139.359998 140.380003 138.122498 139.495002 106.562039 \n", "75% 207.517500 208.442500 206.560000 207.720000 186.714949 \n", "max 393.960000 394.170000 391.530000 392.640000 392.640000 \n", "\n", " volume \n", "count 5.358000e+03 \n", "mean 1.104251e+08 \n", "std 9.723083e+07 \n", "min 1.708170e+05 \n", "25% 4.795851e+07 \n", "50% 8.126611e+07 \n", "75% 1.471976e+08 \n", "max 8.710263e+08 \n" ] }, { "data": { "text/html": [ "
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openhighlowcloseadj_closevolume
date
2020-02-19337.79339.08337.48338.34332.02070148587393.0
2020-02-20337.74338.64333.68336.95330.65666273891268.0
2020-02-21335.47335.81332.58333.48327.251473113656552.0
2020-02-24323.14333.56321.24322.42316.398044160991237.0
2020-02-25323.94324.61311.69312.65306.810522217564684.0
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" ], "text/plain": [ " open high low close adj_close volume\n", "date \n", "2020-02-19 337.79 339.08 337.48 338.34 332.020701 48587393.0\n", "2020-02-20 337.74 338.64 333.68 336.95 330.656662 73891268.0\n", "2020-02-21 335.47 335.81 332.58 333.48 327.251473 113656552.0\n", "2020-02-24 323.14 333.56 321.24 322.42 316.398044 160991237.0\n", "2020-02-25 323.94 324.61 311.69 312.65 306.810522 217564684.0" ] }, "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(5358, 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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KlCn46quvoKOjo7KNS5cuoV27dmjevDkOHTqEBw8eAACePn2KQ4cOYcCAAQCAO3fu8K89ADAwMMA333wDqVSKbdu2Fer2JEUjR47kb9/JysrC33//zQ9YnZmZiZ07d/JlW7dujRo1agDIuU1VcfBjV1dX9OzZE5GRkdiyZQuysrIQExODnj174vnz5zA2Ni5SfIX18OFD2Nvbw8fHBzdu3MDZs2cBAE+ePMHXX38NBwcH+Pj44MqVK/xMWnnP9evXr9GvXz98/PgRAODo6Ij+/ftDR0cHhw8fxt27d5Geng4fHx88evQI1apVKzCuBg0a4MiRIwCAZ8+ewdbWFvXr10fDhg3RoEEDtG7dGs7OzgW2o62tjYkTJ2Lu3LmIjY3F1q1bMXbsWCxbtgxAznUwefJk7N+/P9929u7di+TkZH7Zx8cHMpmMv60mPj4eBw8eFNzO9fTpU5w5c4Zf7t27Nxo1aoTk5GS8ffsWV69exYsXLwo8hsLIysrCtWvX+OXGjRsXqr5IJIKLiwsaN26MKlWqwNTUFJmZmXjy5An27duH7Oxs3L59G2vWrOFvZ923bx//fq+jo4MRI0bA1tYW0dHReP36teCWKycnJ/j7++Off/4RnJvc27iBnGujOJ48ecL/28jICLVq1VJb9s2bN/y/Q0NDERoaim3btmH37t3o3r17gftijAkmFXBycoK5uXmR4j527Bi6deuGBg0aICAgAJcuXQIAhIeHY9KkSThw4ABftmrVqvD09IS9vT1MTU3BcRzevn2LPXv2IC4uDvHx8fj+++9x7NgxlfuKiYlBTEwM2rVrh5YtWyI+Ph42NjYICAjAw4cPAeS8FoYMGQJnZ2fEx8fjzZs3+d6W37hxYxw6dAgAPtnb7AghpMIo7wwVIZ+jrKws1qRJk3z/Eubs7MwOHjyoVDdvD6LcQX/nz5/P6tatK9jWsGFDlfsfNWqUyn3+/fffhT6WgnoQ3bhxQ7CPAQMGaNz2ihUrBHUVu4+np6ezmjVrCv4qmXurXt6/BHfo0IG/ZWzt2rWCbd7e3nybq1evFmy7f/8+vy1vD5sff/yR35b39qtffvmF39a/f39+vZmZGb/+/v37gjo+Pj6CYx86dKhg++3bt/ltiuv19fUF3fwV/1KquL+C5D2+sWPHMn9/f/bjjz+yLl26CLbp6ekJbjlS3CYWi5X+Ks5Y/j0DFHtjicViQa83xnJ6uOQOkiqTyQQ9ysaNGycoe+LECcF+7ty5o/E5yMrKYleuXGGbNm1iv/32G/P392fTp08XtBcYGMiXz/tX9t69e/Ovs9jYWEGPqOnTp/P1xo4dK6in2NMrNDSUSSSSAv8iropMJmO2trZ8XcVBkvfv3y/Y5+bNm/k6FhYW/HonJydBb5ONGzcK6i1btozfVto9iLS0tPjnPTU1lWlpafHbJBIJP9B+YmKi4JwpnmvFHhtVqlRhiYmJ/Lb09HTB+VLspZafxMREpVt58z4aNWokeK2oOr42bdqw2NhYpqenx7/nnz17VvBeqcmtmS1bthScT7lczuRyOatatSq/vl27doI6d+7c4bcZGRmxjIwMpXZV3QbMWNF7EOWtd/ny5QLLqDret2/fsoMHD7I//viDLV26lPn7+wt6lrRt25Yvu3z5cn69qt6xMpmMvXjxQrCuuINUq7N582ZBu4q9MHO1adOGValShfn4+LD58+ez77//ntWrV09Qz9DQUKl3oCoLFy4U1CvM53ve97ZvvvmG3yaTyZinpye/jeM4pV50SUlJ7PTp02zt2rVs2bJlzN/fn/Xs2ZOvI5VKBQPpK74nqLsWDx48yG93cXFRug2csZz3T1W2b98u+IzRZAIOQgghqlGCiJBSkpKSwnx9fQVf4vM+OI5TGmNH01nMKlWqpDS+Qa7k5GSlHzj9+vUr0nGUZoJIMbkiFouVfsTk/QKce7x5E0SKPzJOnz4t2LZlyxZ+25kzZwTbLl68yG/L+6NBcVaX2bNnC7a9fv2a3zZ37lzB85krbzIq73glFy5cEGzPHTOJMWFCZvDgwYJ6s2bNUrm/gmg6i5lEIlH6oaG4vVu3birbV/fDLzU1VTCzXa9evfKN8/HjxxrFqeq85Wfnzp2C8TrUPXbs2MHXyfsj6p9//hG0qTjuxYgRI/j1DRs25Nfb2toqxaJ4G05hEkSMMTZv3jxBTLkJsu7du/PrjIyM+NuZ8p7PvLP8ZGVlCRIzX331Fb+ttBNEed9PFG8V8vLyEmzLHbMn77lu3Lixxq8VdQl1VaKjo9nUqVMFybW8D21tbaVkqarjGz9+PL9O8fPg+vXrBZ7LkJAQwfYffviB3zZjxgzBe4Hie1Z6erog0WplZcW6devGpk6dytauXZvvjFdFTRDl/SxQtY/8jjcuLo717NmzwJkwa9asyde5deuW4FbEWrVqsX79+rHZs2ezHTt2qBxbqzQSREuXLhXEMXz4cJUJjqdPnyolL+RyudIfIVatWqV2XzKZTDDOIQB+DB9N5X1vU/wsZEx5XMHjx4/z+549ezaTSqUFXm/v37/n28ubIFJ1K9zbt2+Zrq4uX8bR0ZH17t2bzZgxg23evJm9evVK7fGcPHlS0H50dHShzgchhJD/FG4KI0KIxvT19bFw4UKEh4cjJCQEW7duxZgxY1CpUiW+DGOMv92gIBzHwcjICI0aNcKCBQvw+PFjtd3hDQwMMGTIEMG6cePGFf1g8lG1alXBsmKX94LExcXx/zY1NYW2trZge5UqVdSWV2RjY8P/O28b1tbW/L+1tIR31crlcrWxFaVNxpjaWPMei6bH5uDgIFiWSqUq91ccurq6cHZ2xpgxY3D37l1+NjxVXFxcCtV2fHy8IE5HR8d8y6s7D+poMivenTt34OPjg6ioqALLZmRkqN2W33Oh+FpKSEjg/61qJjhNZodTZ8SIEYJZkTZv3oyoqCh+FjoAGDhwIPT09AAU/DrU0tKChYUFv1zY8w8ovw7zO4eKFK8xQHidKV5jgPA6UzzXhYm3MDMoWlhYYPny5YiMjMT9+/exYcMGDB06FEZGRnyZzMxMrFq1qsC2pk2bxs8Y+fbtWwBAixYtNLoFa+PGjYJlxWtT8d+MMWzatIlflkql2L9/P39L3YcPH3Ds2DH89ttvGDNmDGrVqoWOHTsiLS2twBg0Vdz3o5EjR+Lw4cMFtqP4+mrYsCFWrlwJExMTADm3eO3duxe//PILBg8eDBsbG8yePbtYceUnKysLo0aNwowZM/jX5eTJk/HXX3+pnL3M2dlZafZQjuMwefJkwTrF27YVJScno0ePHli+fDlf19/fHwsXLizWceR9T8q7HB8fDwBYtWoVfvnlF42ucXVlLCwsVN4KZ2Njg+3bt/PvUWFhYTh48CCWLl2K4cOHw9HREUOHDlX5uZ13XUl9NhJCyJeIxiAipAzUrFkTNWvWxJAhQ+Dv7w8XFxe8f/8eQM4YGvkp6hedvF9O1U21W1xWVlaoXbs2/4X23r17CA4ORsOGDQusa2Zmxv87Pj4emZmZgh+JERERassrym9K27xJIU0Vt828sUZERKBOnTqC5fzKq4ujpJ7HgIAAeHp6Frqevr5+ocrnjlGR+zoOCwvLt3ze89C3b180adJEbflmzZoVGMPevXv5HxAcx2H79u3o3r07DA0N8fjxY8Hzkh9Nn4vcH6sAEBkZqbRd1TpNVatWDV5eXjh//jwAYMeOHbC2tkZ2djZf5ptvvuH/rep1qCg7OxsxMTFqy6uS9wdu3iRD7lTfBSmJ61YxXnt7e0ycOFFt2aJMoy0SieDm5gY3NzeMHDkS7969g5OTE//jt6D3bwCoXr06unfvjsOHD/Prpk+fXmC97OxsbNmyRbCubt26astv3rwZvr6+/PPTqlUrhIaG4v79+7h37x5evHiB+/fv4+jRo5DJZDhz5gz8/f2xYMGCAmPRhKWlpWC5MMm7jx8/8uM+AYCXlxfWrVsHR0dHiMVi9O/fH3v37lVZd/z48Rg5ciRu3LiBx48f48WLFwgKCsKVK1cgk8mwePFidO7cGa1bty7agakRFxeHr776ih8fS0tLC8uXL8/3NagpVe8tr1+/Rvfu3fmxz/T09LBt2zb06dOn2PuLjIwUjKuV9z0q9z1t165d/Dpra2vs378f9evXh1QqxerVqwVjHqqT32dInz590LNnTwQHB+PBgwd48eIFbt++jdOnT4Mxhm3btqF9+/YYOnSooJ7ia00sFhd5LCZCCCGUICKkVGzZsgWpqakYPHiw4McikPOXXcUkyOfwRWb69OkYNWoUvzx48GCcOnVKqbdIVlYWNm3ahF69eqFSpUpo0aIF9uzZAwCQyWTYunUr305GRgY/IDOQk2jIb8DPiqZFixaC5U2bNqFdu3b8ct6eAXnLfy709PTQsGFD3Lp1C0DOYKjXr18XJH0YY3jz5g3s7e3h7OwMCwsLPmkRFxeHqVOnKiUM0tLSsGfPHo3Om2ICxNjYGAMHDuR/RCv+4CkpHh4e/GDy4eHhCAgI4AcTf/HiRb6DrWpi5MiRfIIoOjpaMCB2nTp1BOc27/ncuXMn5s6dyw/EvW3bNkFySZPzmfc97dq1axg/fjwA4PTp00oD6Zemli1b4saNGwByftR27dpV5fvEtWvX1A4+ntf//d//oVKlSvjqq6/4nli5DAwMBAkyTd+/v/vuOz5BVK1aNfTq1avAOidOnFBK6OXnzZs3OHv2LDp27IjMzEw8e/YMrq6ucHd3F0yK0KNHDxw9ehQAcPPmTY3bL4iNjQ10dHSQnp4OIOe1r6mEhATIZDJ+uVu3bqhevToAICoqCgEBASrr5Q5QbWVlhVatWqFVq1YAct5TTE1NkZiYCCDnOHMTRHkTkx8/flR6ngvy7NkzdOvWjU+GmpiYYM+ePejQoYPaOoGBgbh37x5GjRoFXV1dfj1jDCtWrBCUzZsIvHbtGnr16sUnbnIncqhfv36h4lZny5Yt/PmRy+XYtm0bv43jOP4PPorvpQ0bNkTTpk35OuoSeJpKSEhAXFwcqlWrhsaNGwt62NWtW5dPjN28eVMpQaT4WnN0dFRKYhNCCNEcJYgIKQVhYWHw8/PD1KlT0aJFC9SvXx+WlpZITk7G8ePH8erVK75sly5dyi/QEjJixAgcP34cBw8eBJDz5bl27dro2bMnXF1dIZfL8fz5c5w+fRrR0dHo2LEjAGDYsGH48ccf+Vs/xo0bh6CgIP7L77Nnz/h9TJ8+HWKxuOwProjq1q2Ljh078rNs/f3334iJiUHTpk1x69YtHD9+nC/brl27EvuiXxHNnTsXvXv3BpDTK6JVq1b8LGa5P/7at2+P3377DSKRCDNnzsSsWbMAAOfPn4ebmxu6desGc3NzxMXF4f79+wgMDERaWhqGDRtW4P4V/zKekJCAzp07o1WrVggODuZnvilJo0aNwtq1a/leUz169BDMYpbfjG+a6NOnD0xMTPhb2XJn8AKEvYeAnB4w06dP52cAfPHiBTw8PNCrVy9EREQIeqhYWFhgxIgRBe7fyMgILi4u/O2k27Ztw7t376Crq6vxrHIlZdKkSVizZg3S0tKQnp6OJk2aoG/fvnByckJWVhZCQ0MRGBiI8PBwbNq0CfXq1SuwzQcPHmDLli0YO3YsP+OkqakpYmNjceDAAUGPKU3fv1u1aoVjx44hKysL1apV0+gHrOKMkxzHoV+/fko9Sxhj2Lt3L/9a++uvv9CxY0ckJSXBzc0NNWrUQPPmzWFlZQUjIyM8f/6cn0ER0KzHmKa0tbXRtGlTvkfNrVu3+NnmClKpUiXBa/rHH39EZGQkOI7Dtm3bBIkJRVeuXEH//v3RtGlTuLq6wsrKChKJBJcuXeKTQ4DwOPPeFj148GA0a9YMYrEYPXr0QM2aNfON9cWLF2jatCl/2xWQ09Px3r17/MybuTp37sz3UIyLi8PkyZOxYMECdOrUCbVr10ZaWhpOnTqFu3fv8nUsLS3Rv39/fjkoKAjt2rXjE29isRgDBgzAuXPnlGaAHDBgAGxtbfONX5WNGzciKioKDRs2REBAAAIDA/ltPXr04G/7cnZ25pNix48fx+jRo2FjY4Pjx4/zfwQoqtDQUHh4eKBevXpo0KABrKysoKenh7t37/LJIUD1azY3SQwAbdq0KVYchBDyxSvrQY8I+RJoOiBwo0aNWFJSkqBu3kGqSyoGTQcazaugQapzpaens0mTJhU4wCggHAA6KCiImZub51t+0KBB/AxmjCkPUq14bEXdlt/ApUXdFhUVpTRDTd6Hm5ub0kCqitvzDj5a1AFWi/N6yC+eXAUNtvvrr78KZv3K+1Cc1UYul6udiS/vQxNxcXFqB4sfMWKE2rjzDuSq+LplTDgg8bBhwwTb5s+fr3J/xsbGrEGDBvxyYQepzjVhwgSltiUSicrZj2QyGRsyZEi+59HMzExp1il1g1SrOje5D0tLS8HA0fkNUp33nBV127Fjx5ihoWGBrxVVM2apkndAXXWPLl26CN6X8saZ3/tlLnXXzYcPHwSDh3fs2FFtG+3bt+fLSaVSFhsby6KjowuMX09PjwUHBxcYU2HeKxYvXszXa968ucbHy1jOe4SqOG1sbFiHDh1Uvqb27t1b4HHWqFFD8DkbGRnJDAwMVJbdu3dvgceY93NE09ec4ixd6h7m5uZKszyqu9ZUPTR9rvK2qThwft5znzubIGOMXblyRTCjYO5DS0uLff3114J1iu+X+Q1cn+vmzZsFHp+lpaUgHsZy3t8UJwzYt2+fRueAEEKIatQHk5BSMHXqVBw4cACTJ09Gs2bN4OjoCH19fUgkElSqVAleXl5YtWoVrly5UqRxMSoiqVSKFStW4MmTJ5gxYwYaN24Mc3NzaGlpQV9fH66urpg4cSICAwNhb2/P12vWrBkePXqEOXPmoF69ejAwMICWlhaqVKmC7t274+DBg9ixY8cn1Xsol6WlJa5du4ZVq1ahTZs2MDMzg5aWFkxNTdGyZUv8/vvvuHHjRrEGLf5UzJw5E8HBwfj222/h7OwMPT09SKVS2NjYoHv37ujatStfluM4rF+/HmfPnsXAgQPh4OAAqVQKiUQCKysrtG3bFgsXLsT9+/c12repqSkuX76M/v37w8TEBDo6OnB3d8fGjRtLbPyVvP73v/9h69at/PgcZmZm6NevH27cuAE3N7ditz9y5Eildd27d1caBwbI6UW0detWHDlyBD179uR7Wejr66Nu3bqYNWsWHj58WKjbHIcPH47NmzfD1dUV2trasLS0xNChQxEcHFzmt4J27doVjx8/xg8//IAGDRrA0NAQYrEYxsbGqF+/PsaMGYPDhw/nO/i6ol9//RU7duzAt99+Cw8PD9jZ2UFXV5d//XXu3Blbt27F0aNHS+19acuWLYJb/7799lu1ZUePHs3/OyMjA9u3b4exsTFWr16NIUOGwM3NDZUqVYKWlhb09PTg7OyMb7/9FsHBwWjQoEGJxj18+HD+Fq6rV68W6jazmTNnYu3atahVqxYkEgksLS3h4+OD69evKw1anqt58+ZYvHgxevbsiZo1a8LExIR/7hs2bIj58+fj+vXrgs/ZSpUq4eTJk/Dy8irTz9+OHTviwIEDGDlyJOrWrYvKlStDS0tLafKJ5s2bl1lMuTZs2IAVK1bA1dUVUqkUFhYWGDZsGK5fvy7okdS8eXOcPXsWrVq1go6ODgwNDdG2bVtcvHhRcAt1UdSoUQPLly9H//79UatWLZibm0MsFsPAwABubm6YNm0a7ty5o9RDKjAwkL/1rnLlyujRo0ex4iCEkC8dxxgN9U8IUW/48OH8bSjVqlXjZ0Nr27Ztif+4IIQQUj7Wr1+PxMRExMfH4+eff+bXF3ZAex8fH378uCVLluD7778v6VAJ4Y0ZMwbr1q0DAMybNw+LFi0q54gIIeTTRgkiQki+FBNEipYvX46pU6eWfUCEEEJKnIODg8pZ2QqbIAoNDUXt2rWRlZUFW1tbvHjxIt8Z6wgpqujoaNjb2yMtLQ3m5uZ48eIFjI2NyzssQgj5pNEtZoQQQgghpERUr16dn+48PDxcMCMWISXp999/5weNX7BgASWHCCGkBFAPIkIIIYQQQgghhJAvHPUgIoQQQgghhBBCCPnCUYKIEEIIIYQQQggh5AtHCSJCCCGEEEIIIYSQLxwliAj5jHAcxz8WLlxY3uEQQkihXLhwQfA+duHCBX7bwoULBdsUeXp68usLM+MWIYQQQgj5DyWICKmgDhw4gG7dusHKygra2towNDSEnZ0dmjZtitGjR2Pt2rXlHWKZeP/+PdauXQsfHx+4u7ujSpUqkEgkMDU1RfPmzeHv74+PHz+qrR8eHo5JkyahZs2a0NXVhZGRERo1aoRffvlFZb2y3p+msrKysHr1arRs2RKmpqbQ0dGBg4MDRowYgSdPnqiss337dgwaNAh16tSBpaUlJBIJ9PT04OTkhP79++PYsWNFjgcArl27hgEDBsDGxgZSqRQWFhbo0KEDduzYAU3mP4iPj4eNjU2JJDZPnjyJHj16oEqVKtDW1kaVKlXQo0cPnDx5slTqUTyFjye/BE95+eeffzBnzhx4enrCyckJBgYG0NHRgaOjI77++mtcu3ZNbV3GGHbs2IEOHTrAwsICUqkUNjY2GDBggNp6Rd3f27dv8eOPP6JPnz6wt7cXnMfhw4cX+zw8efIEI0aMgIODA3R0dGBqaoqWLVti9erVyMrKUir/7t07fPfdd/D09IS9vT0MDAwgkUhgYWGBpk2bYsGCBYiKiipyPKmpqfjll1/QqFEjGBkZQVdXFzVr1sSkSZMQHh6uss6KFSvw1VdfwdnZGebm5tDS0oKBgQFcXFwwbNgwXL58ucxiKU49iqd48RBCCCkmRgipcEaOHMkA5PswNjZWqufv788/rly5UvaBlwJ/f/8Cz4WLiwuLiIhQqhsQEMAMDQ3zrff27dty3Z8mEhMTWYsWLdS2K5FI2M6dO5XqtWnTpsBjmTlzZqHj0eQ89enTh2VmZubbxqBBg5Tq+fr6FjqWSZMm5RvLpEmTSrQexVO0eHx9fQX1VXnz5o3gfezNmzca1Vd8rbdp00bjmPT19fM9Ro7j2PLly5XqZWZmsj59+uRb19/fv8T2d/DgQbV1hg0bpvHxqrJz504mkUjUtt+iRQuWmJgoqBMQEFDge0vlypXZy5cvCx3P27dvmYuLi9p2DQ0NWUBAgFI9e3v7As/tqlWryiSWotajeIoXDyGEkOKjBBEhFczp06cFX5Tq16/PfvjhB/bLL7+wmTNnMm9vb2ZgYKAyQfQ5yk1EVKpUiQ0bNowtWrSITZgwgRkbGwvO09ChQwX1IiMjmbm5Ob/d2tqazZs3j02aNIlJpVJ+fevWrZlcLi+3/Wni66+/5uuLRCI2YsQI5ufnx5ydnfn1UqmUPXr0SFCva9eurF27dmzKlCls0aJFbOHChaxnz56M4zhBe+/fvy9UPGfOnBGci0aNGrFFixaxvn37CtbPnz9fbRt79uxR+cOgsAmiDRs2COq3b9+eLVq0iLVv316w/q+//iqRehRP0ePRJEFU1PrFSRBxHMdatWrFZs2axRYuXMg8PT0F+xGLxezZs2eCevPmzROU+eqrr9iiRYuYh4eHICFx5syZEtnfwYMHmb6+PmvWrBmbMGECMzU15csXJ0H06NEjwfuTs7Mz8/PzY9988w0TiUT8+iFDhgjqXbhwgVWvXp0NHTqUzZ49m/38889s6tSpzM7OTnAs48aNK1Q8crmctWrVSvC+NmnSJDZv3jxmY2PDrzc3N2eRkZGCuvXq1WNdu3Zl06ZNYz/99BNbsGABa9u2rSAeIyOjAhPXxY2lOMdA8RQ9HkIIISWDEkSEVDDTpk3jvyA5OTmx7OxspTKZmZns1KlTSuvV/dDO+9fegIAAtnv3bta0aVOmp6fHjIyMWLdu3diTJ09UxpSYmMh+/fVX1rJlS2ZmZsYkEgmrVKkSa9asGfPz81Mq/+bNGzZjxgzm5ubGDAwMmLa2NnN0dGSjRo1iT58+LdT52LVrF9uyZYvSl/qQkBDBDxtzc3PB9rlz5wp+qD18+JDf9scffwjOx9mzZ8ttfwV59uyZIKHz/fff89uioqIEPRK+/vprjdocNWqUIJ5r165pHA9jTNCbyc7OjqWlpfHb+vXrx2/T19dX6nnAGGMRERF8Mi1vL4zCJIhkMpngB2mTJk345JtcLmdNmjTht9nb2zOZTFaseoypvpYonv/iUUWT3ia5SY78jqc0EkRjx45lz58/V1o/YsQIwb5WrlzJb0tISBBcd/379+e3paWlCc5dy5Yti70/xhhLT08XnGfF3jLFSRD5+PgIrteoqCh+28yZMwXvaarizuvt27eC4/D29i5UPHmTz6tXr+a3PXz4UPBeOG/ePI3azJvUVNX7syRjKc4xDBs2THBtUTyaPceEEEJKDiWICKlgJk+ezH85Mjc3V/pLcn7U/dDO+6NL8a93ig9LS0sWHR0taPPevXvM1tZW7Q+7vD2Zjh8/nu9tVjo6Omz//v3FOUW8hg0b8u0aGBgIttWuXZvf5urqKtgWHR0tiGn8+PEVcn+MMfbrr78K6t66dUuwvWvXrvw2Q0PDfH+sJycns8DAQFa9enW+jlQqZbGxsRrHExUVJYhn4sSJgu179+4VbN+zZ49SG927d2dAzi0oec9NYRJEN27cENRdunSpYHve2+Bu3LhRrHqM5Z/AoHhUq8gJInWOHj2q9hzk7f22b98+Qd0JEyYItismXYqyP1VKIkEkk8kE79XdunUTbL9586Ygpl9//VVtW1lZWezNmzeCRDlQ+FtYx48fL6gfExMj2F6nTh1+W+3atdW2I5fLWUJCAjt+/DiztLTk61SqVEnjHpxFjaU4x5BfQobiIYQQUhZokGpCKpgGDRrw/46NjYWzszPc3d0xcuRIrFq1Cvfu3Sv2Pi5dugQPDw/MmzcPLVq04NdHR0fjr7/+4pdTU1PRpUsXwYCRHh4emDVrFmbNmoUOHTpAJPrvbeT169fo168fkpOTAQCOjo6YNWsWfH19Ua9ePQBAeno6fHx88PLly2IdQ3p6Ol69esUvN2nShP93RkYGnj59yi87OTkJ6lpYWMDIyIhf1uSclvX+ct29e1ewnLdtxeXk5GSV59XBwQEcx8HQ0BCtW7dGaGgoAEAsFmP58uUwMzMrlXgA5WPdtGkTjh49CgBYv349LCwsNN53ScVS3GOgeAoXj5OTE/z9/dGhQwfBen9/f/4xcODAfNsoa3kHfle83kvj+cpvf6XlxYsX/Hs1ULTj2Lx5MziOg0QigZ2dHX766Sd+m7u7O77//vtCxaR4bo2NjWFubq42pqdPnyIjI0OpDY7jIBKJYGJigq5duyI6OhoAoKenh3Xr1mk8QHpRYymJY6B4Ch8PIYSQkqFV3gEQQoR8fHywZs0aXL9+HQDAGMP9+/dx//59voyzszMWL16MXr16FWkfjRs3xuXLlyGRSJCVlYWqVavyM87cuHGDL7d582a8e/eOXx4/fjxWrVol+IL94sUL/t8rV67kZ+qqUqUK7t69yydGZs+ejRo1aiA8PBzp6elYsWIFfvvttyLFzxjDhAkTEBsbCyAn0eHr68tvj4+Ph1wu55cVkzOK65KSkgAAMTExFWp/inL3qa7tvMsxMTGoXr16ge2amJhg/fr16Nu3r8axFDWeXG/evMHUqVMBACNHjkT37t0Lte+SiqU4x0DxFD4eW1tbzJgxAykpKThz5gy/fsaMGfnWKy8PHjzAjz/+yC936NABLVu25JdL+vwUtL/SUlqvOwDo0aMHNm3aVKjkc96Y1L2P5pLL5YiPj0eVKlUKbNfGxgZ///032rRpU+qxlNYxUDyEEELKAiWICKlgtLS0cO7cOfj7++Ovv/7C27dvlcqEhISgT58+OHz4cJF+ZI8aNQoSiQQAIJFI4OjoyCeI4uPj+XKBgYGCej/99JPSX18V/9p36dIl/t8REREwNjZWG0NRpxxOT0/H8OHDsXv3bgA5fy1eu3YtWrVqpbYOUzHluqp15bG/pUuXqlz/7bffqvzynLcdTY5j7ty5SEhIQExMDC5fvoygoCAkJCSgX79+mDx5Mn7//Xe+7KlTp/Dw4UOlNpo3b47mzZsXOR7GGEaMGIGkpCQ4Ojpi+fLlBcZdWEU5N4Wt5+npWSrtfi7xfOrOnz+Pvn378sncevXq8de+OsU5P0XZn6aCgoIQFBSktN7V1RXe3t5K64tyHB4eHvD390daWhpevXqFgwcPIj4+HkeOHEG9evVw7Ngx1K1bFwCQlJSEdevWqWxHVbKwqO/b/v7+kMvliIqKwpkzZ3D//n28e/cObdu2xa+//orvvvuuwDZKKpbC1tu8eTM2b95M8RBCCCk3lCAipALS19fHwoULsXDhQjx79gzXr1/HlStXcPDgQT6RwxjDsmXLipQgcnBwECxLpVL+34o9YeLi4vh/m5qawsTEJN92FcsXJLfbf2FERESgZ8+efC8nbW1tbN68GYMGDRKUMzU1hUgk4o8l98eXIsV16m5zKov9zZw5U+W++/btCyMjI6Xu90lJSTA1NVXZrrpjGT16tGDZ19cX//vf/wAAK1asQPv27fnX0a5du7BlyxalNnx9fdG8eXOV8eS3nBvP7t27cf78eYhEImzevBmGhobKB11IRY2lqPUonuLFU9GtW7cOEyZMQHZ2NgCgVatWOHz4sOB6A0ru/Gi6v6L6559/4Ofnp7R+2LBh8Pb2LpHjqFOnDurUqcMv//jjj6hfvz4iIyMRHh6OESNGIDg4GEDO54O697vcBJFiTAW9j4pEIpXnKm+yadiwYdi6dSvkcjm+//57tG/fHu7u7irjUFTUWEriGCiewsdDCCGkZNAYRIRUcDVr1sSQIUPw559/IjQ0FNbW1vy2169fF6nN3N5DudSNyaB4e0B8fDwSEhLybVexvL29vWCMkbyPOXPmFCrme/fuoXHjxnyyxtLSEufOnVNK1gA5CS8XFxd+OXfMnVzR0dGCsTdU/Vgo6/2pkzt2k7q2FW/xMzQ0RLVq1Qpss0+fPoLl8+fPl0o8wH/HGhERASAnAdmmTRtwHMc/FPn5+YHjOAwfPrzUYilqPYqnePFUVHK5HNOnT8eYMWP4ZM2wYcNw9uxZlT9Oi3t+Cru/0uLk5CRI1JbE82xlZYVmzZrxy7dv30ZiYqLGMSme26SkJKU/JCjG5OLiIvjjhjqK73dyuRwXLlwo1VhK4xgoHkIIIWWmVIa+JoQU2ebNm9kff/zB4uPjlbZlZGQwBwcHfoaPRo0aCbbnrgcKnuZekboZgFatWiWoN2nSJKWYXr58yf97+vTpfFkdHR32+PFjlcd49epVdufOnQLPRa4jR44wAwMDvm1XV1fBflWZM2cOX57jOPbgwQO1x3XmzJly3V9+QkJCBNP+zpgxg98WGRnJ9PT0+G0+Pj78tkePHrGQkBCVbf7444+CeKZNm6ZxPIwx1rx5c76ura2tYJr7vn378tv09fVZQkICY4yx5cuXC/ZZ0EOTmZmys7MFM+w1btxYMB27h4cHv83Ozo6f4a2o9RjL/1qiePKX93WXmpqqVKasZzFLSkoSzAQoEonY4sWL862TkJAguO769u3Lb0tLSxOcuxYtWhR7f6qU1DT3gwcP5tvR09NjkZGR/LYZM2YI3tMUZ9Q8duwYy8jIUGovKiqKWVlZCZ6nxMREjeP5559/BHVXrVrFb3vw4IFg29y5c/ltN27cYG/fvlXZ5qhRowT1fv/991KNpaj1GMt/1jCKhxBCSFmgW8wIqWDCwsLg5+eHqVOnokWLFqhfvz4sLS2RnJyM48ePC2bS6tKlS6nGMmzYMPzyyy/8QNUrV67EjRs34OXlBZFIhAcPHiAoKIgfvHTSpElYs2YN0tLSkJ6ejiZNmqBv375wcnJCVlYWQkNDERgYiPDwcGzatEnpL/Gq7Nu3DwMGDOBv39LV1UWfPn2wf/9+pbKK4/ZMnjwZa9euRWxsLBhj6NSpE0aOHInExESsXbuWr9OqVSu0a9eu3PZXkJo1a8LHxwfbt28HACxbtgxxcXGwt7fHjh07+EHBpVKpoFfWjRs3MGLECDRq1AjNmjWDlZUVUlJScO3aNQQEBAj20aNHD43jAXJ6+eTOSBUeHo5WrVqhV69euHv3Lvbt28eXmzZtGj8OVY0aNfDVV1+pbE/x3NaqVQu1a9eGh4dHgXHkDhY+atQo/pg7dOgALy8vXLhwATdv3uTLLliwgJ9xr6j1KJ7ixVO1alXB8uDBg9GsWTOIxWL06NEDNWvW1KidktSiRQs8ePCAX27Tpg3EYrHS2GCK4/YYGxtj+vTp/MDS+/btQ79+/VCvXj0cOnSIn/WR4zgsXLiw2PsDcnpVrFmzhl9WHCvu1q1bgtuq1I1rpsqcOXOwf/9+ZGRk4OPHj2jVqhV8fHzw+vVrwdgzPj4+qFGjBr88YcIEJCUloX379qhVqxakUinevHmDAwcOCHqEtGnTRuVYauq0b98erVq14sez++677xASEgITExPBDJvm5uaYNGkSv3z8+HEsWrQILVq0gIeHBywtLZGQkICAgADBxAtaWloaf24WNZai1qN4ihcPIYSQElLeGSpCiFDev5KrezRq1IglJSUJ6ipuL4keRIwxdvfuXcFfxPM+jI2NBeWPHTvGDA0NC4x/06ZNJXo+ALCwsDBB3fPnzwt6AuV9ODs7K/3Vuaz3p4mEhARBr528D4lEwnbs2CGos2nTpgLj5ziO/e9//yt0PIwx5u/vn2/bvXv3ZpmZmRq1pe51q6mJEyfmG8vEiRNLrF5B19KXHk9+IiMj1V4fe/fuLfB4SqMHkabXet5eOpmZmax379751vH39y+x/eU9L/k9CmvHjh1MS0tLbXvNmzdX6gWk2INJ3aNGjRoF9rxUJTw8nDk7O6tt18DAQOl1rsn7tkQiYRs3biz1WIpTL78eOxQPIYSQskAJIkIqmPj4eHbgwAE2efJk1qxZM+bo6Mj09fWZRCJhlSpVYl5eXmzVqlUqu/crfsEqqQQRYzkJiiVLlrAWLVowU1NTpqWlxczNzZmHh4fKH/Th4eHshx9+YA0aNGCGhoZMLBYzY2NjVr9+fTZmzBh2+PBhlfGrUpyEDWOMvX79mk2YMIFVr16dSaVSZmBgwOrXr89++uknlpKSUu7701RmZiZbtWoVa968OTM2Nmba2trMzs6ODR8+nD169Eip/IsXL9jcuXOZl5cXs7OzY/r6+kxLS4uZmJiwBg0asEmTJrF79+4VOR7GGAsKCmL9+vVjVlZWTCKRMDMzM9a2bVu2fft2/pYkTah73RbG8ePHWdeuXZmlpSXT0tJilpaWrGvXruz48eMlWk+ThMyXHE9BLl26xLy8vJSSyJ9agoixnNvttm/fztq2bcvMzMyYRCJhVlZWrF+/fiwoKKhE91eaCSLGGHv48CEbPnw4s7OzY9ra2szY2Jg1b96crVq1SmWid9u2bWzo0KGsTp06zMLCgmlpaTEdHR1mb2/PunXrxtauXSu49bSwUlJS2E8//cTq16/PDAwMmFQqZdWrV2cTJkxgr1+/Vip/9+5dNmPGDNa8eXNWtWpVpqury39ONW3alM2aNYu9ePGiTGIpTr2CEjJfejyEEEJKH8cYzSdJCCGEEEIIIYQQ8iWjWcwIIYQQQgghhBBCvnCUICKEEEIIIYQQQgj5wlGCiBBCCCGEEEIIIeQLRwkiQgghhBBCCCGEkC8cJYgIIYQQQgghhBBCvnCUICKEEEIIIYQQQgj5wlGCiBBCCCkET09PcBwHjuPg6elZ6vvbvHkzvz+O4/Dq1St+2/Dhw/n1Dg4OpR4LIYQQQgj5fFGCiBBCyCfh1atXgkTJ8OHDyzskUkKK8tzmTZzlPsRiMYyNjeHu7o6pU6cKEmpFcf36dcyaNQsdOnSAubm5YF+bN2/WuJ0lS5YoxUoIIYQQUpFolXcAhBBCCCmagQMHwtXVFQBgbGxcztFUDHK5HElJSbh//z7u37+PTZs2ITAwEO7u7kVqb+fOnfj999+LFdODBw+wYMGCYrVBCCGEEFLaKEFECCGEfKK8vb3h7e1d3mFUCAMGDECjRo2QlJSEQ4cO4cGDBwCApKQk/O9//8P+/fuL3LalpSXq168PR0dHrF27tlB1s7KyMHToUGRmZhZ5/4QQQgghZYFuMSOEEPJZcHBwENyiFBoaCh8fH1SqVAlSqRSurq7YsmWL2vrHjx9H3759YW9vDx0dHRgZGcHFxQUjR47EixcvCtx/3tuk8t5+VNB4QTdv3oS3tzeMjIxgaGiIdu3a4eLFi/nuM782i3M+IiIiMGrUKFSuXBm6urpwd3fHunXrEBYWlu8xlvX4TIq8vb0xY8YM/O9//8OlS5egra3Nb3v8+HGR2/35558RFRWF06dP44cffih0fT8/P9y9excSiQTdu3cvchyEEEIIIaWNehARQgj57Ny5cwcNGzZEUlISv+7Ro0f82DbDhg3j12dlZWHw4MHYt2+foI2MjAyEhIQgJCQE3bt3h5OTU6nFe+bMGXTr1k3Qy+T8+fO4cOECOnfuXOz2C3M+3r9/j+bNm+P169f8uvv372PMmDHo0aNHsWMpC8bGxjAwMEBcXBwAwMLCosht6enpFbnujRs3sHjxYgDA/PnzIZPJcPTo0SK3RwghhBBSmqgHESGEkM/O/fv3IRaLMW3aNIwdOxZisZjflvuDPdfMmTMFySEzMzOMHTsWfn5+GDp0KExNTUs11vT0dMEtSBzHYdCgQZg/fz7c3d1x/PjxYu+jMOdj0qRJguRQ8+bNsWDBAnTu3BlHjhwpdiylLSkpCStWrOCTQwAwePDgMo8jLS0NQ4cOhUwmQ5MmTTBnzpwyj4EQQgghpDCoBxEhhJDPDsdxOHfuHOrXrw8A0NHRwW+//QYAePr0KZKTk2FoaIiEhASsXr2ar2dnZ4dbt27B0tKSX5eSkoKPHz+WWqyHDx9GREQEvzx//nz4+fkBAObOnYv69evjyZMnxdqHpucjIiIChw4d4uu1bNkSFy5c4BNKQ4YMwfbt24sVS2kZMWIERowYIVino6ODGTNmYOzYsWUez+zZsxESEgI9PT1s3bpVkJQjhBBCCKmIqAcRIYSQz06zZs34ZAgAODs7C7bHx8cDAK5evYqsrCx+/fTp0wXJIQAwMDBApUqVSi3WmzdvCpYVb/eSSqUYOHBgsfeh6fkIDg6GXC4XxKKY2Bg5cmS++7lw4QIYY2CM4cKFC8WOu7i6du2K6dOnl/mU8hcuXMCKFSsA5ExvX7NmzTLdPyGEEEJIUVCCiBBCyGcn74DNUqlUsJybBFG8DQkAHB0dSywGxphgOSMjQ2W5hIQEwXLlypXzXS4KTc9H3lisrKwEy1WqVCl2LKVlwIAB+Pnnn9GzZ09+3f79+9GxY8cyn0Fs7NixYIyhffv2mDBhQpnumxBCCCGkqChBRAgh5LMjkUgEy+p6kJiZmQmWw8LCirxPkUj4kZqWliZYfv78ucp6JiYmguXIyMh8l4tC0/ORN5aoqCjBsuKtcBWNt7c3Zs+ejUOHDmHKlCn8+lu3bvG305WV3PN09uxZiEQifma33FsHc+Wuf/XqVZnGRwghhBCiCiWICCGEfLGaNWsmSJ4sX74csbGxgjIfP35USpSokje5cu3aNf7fp0+fRnBwsMp6Hh4egmXFqeczMzOxa9euAvddUho1aiRIdO3cuVPQE+qvv/7Kt355TnOv6McffxTMXLZ48WLBDG6EEEIIIUQZDVJNCCHki2ViYoLx48fj999/BwC8fv0aLi4u6NevH6ysrPD69WscPXoUa9euRa9evfJty8jICC4uLnj69CkAYNu2bXj37h10dXXxzz//qK3Xo0cPVK5cme8ptGjRIoSGhsLJyQnHjh0r9gDVhVG5cmX06tULBw4cAACcOXMGbdu2RZs2bXDz5k2cOHGiTOI4duwYGjVqpHLb2rVr0bBhw3zrGxgYYOrUqZg3bx6AnDGWVqxYwS8Xxj///MM/f3mTTLt378bDhw8BAE5OThg3bhwAoGfPnkhNTVVq6/Hjx4Ln86uvvgIA6OvrFzouQgghhJCSRgkiQgghX7Rff/0V796946e6j4mJwZo1a4rU1qxZswQzaZ0/fx4AYGlpCUdHR9y4cUOpjq6uLjZv3oyePXsiMzMTjDHs2LEDAPieOGU54PPKlStx69YtvHnzBkDOgMu5++/atSuOHz/Ol817W11JiY2NVerJlSs5OVmjNiZOnAh/f38kJiYCyOkdNnnyZBgZGRUqlqCgIPzf//2fym2nTp3CqVOnAABt2rThE0SKvcAULVy4UHCbWe5rjhBCCCGkIqBbzAghhHzRtLW1sXfvXhw9ehRfffUVbG1tIZVKoa+vDycnJwwdOhRubm4atTV8+HBs3rwZrq6u0NbWhqWlJYYOHYrg4GDUqlVLbT1vb28EBgaiY8eOMDAwgL6+Plq3bo2TJ08KZjUrC9bW1rh27Rq++eYbWFpaQiqVok6dOli1ahXmzJkjKGtqalqmsRWGsbExJk+ezC/HxcXxM4sRQgghhBBlHMs7zQohhBBCvliMMWRkZEBHR0dp25QpU/gkC8dxeP/+fYWe2YwQQgghhGiObjEjhBBCCC8jIwNWVlYYOHAgGjZsCCsrK8TExODYsWPYv38/X27QoEGUHCKEEEII+YxQDyJCCCGE8NLT06Grq5tvGU9PTxw5cgSGhoZlFBUhhBBCCClt1IOIEEIIITyJRIJ58+bh4sWLeP78OeLi4sBxHCpXrowGDRpg0KBB6NevHziOK+9Qi6Rdu3Z49+5dgeXOnTsHGxubMoiIEEIIIaRioB5EhBBCCPliODg44PXr1wWWCwsLg4ODQ+kHRAghhBBSQVCCiBBCCCGEEEIIIeQLR9PcE0IIIYQQQgghhHzhKEFECCGEEEIIIYQQ8oX75Aeplsvl/L8/1QEzCSGEEEIIIYQQUvoUR9kRiajPjKJPPkEEAMnJyeUdAiGEEEIIIYQQQj4RhoaG5R1ChfNZJIiAnGl5Q0NDUaNGDYjF4vIOh5BPgkwmw/Pnz+m6IaSQ6NohpGjo2iGkaOjaIaTw1F03jDGkp6eXY2QV1yefIMq9rYzjODDGwHEc3WpGiIbouiGkaOjaIaRo6NohpGjo2iGk8Aq6buhaUkY33BFCCCGEEEIIIYR84T75HkS8iAhoRUUBhoZASXe7tLYG3r8v2TZLIgZr65Ldh6r2Czruko6hLJT2eayoMah6LmWy/64bW9uKcW4+BYV9PyjKeSzstadJ+bKI+3NU0LWT9zOHztunrSjXSXG/IxT2ei6LGL4UJXGui/v8FWWfqsqQiqk8Pnsr4ud9RfiOqclvndL+fZXXJ359r1u3DiEhIfj5558hlUrLOxxSAj6fBBEhhBBCCCGEEEJKlUwmw/AaNbD77VsAgJeXF7p161bOUZGSQLeYEUIIIYQQQgghpECMMXz33XfY/fYtOptb4HojD3Tt2rW8wyIlhHoQEUIIIYQQQgghJF8BAQG4c+cOVq9eDS8TU+x3rwcpGGQ02PNngxJEhBBCCCGEEEIIUcs90BcZO27g5ZZzqFOnDvaZmUMqEgFyGb89NjMF5toGuNfar5yjJUVFt5gRQgghhBBCCCFfMPGAgRB7d4Z4wECV2z/ceoqXf1+AyFwfR44cgYmFBc7r6QLGxgCA2MwUiDkRYjNTyjJsUsIoQUQIIYQQQgghhHzJEhMBkTjn//8KCAgAADx8+BCJi46D0xbD5H89YGtrC9nuXZBPGA/Z7l3lFTEpBXSLGSGEEEIIIYQQQnjiAQMhksnAVq/BgMePwDKyYbaoF7QcLfgyXl5e5RghKQ3Ug4gQQgghhBBCCPnC5PYQyo+WSIQNGzbA6LsOkNazLYOoSHmiHkSEEEIIIYQQQshnKncAaQAw1zYAkDNmkP3zTKSIL6gcVDpt21YcmjULbZYvRzMAOqk1892HmUQf0ofhyHSzK+nwSRmiHkSEEEIIIYQQQshnKncA6dxBpHOX39bU+W9QaWNjwaDTY8eOxebNm/Hq1SsAOYklGZPzCSZF2fJstPoYi2cJB7DfdUhZHRYpBZQgIoQQQgghhBBCvhC5yZ6qz9L5hI9s9y6cr1ObH3S6a9eusLOzg61tzm1l91r74W37/1PqbZSckYzee3pj/Z31SOfSEfQ2qGwPhpQousWMEEIIIYQQQgj5TJlrG8DgURxe19CGubYBn+QJEAfAq7VwoOns7GxoaWnhq6++wv379yEWi9W2+zbpLXrt6YX7Ufehq6WLbb22oUfNHqV6LKR0UQ8iQgghhBBCCCHkM6I4APW91n5oH2Gm1AMo7yxkz549Q5MmTfDmzZsC278XeQ+ttrTC/aj7qKxfGee+PkfJoc8A9SAihBBCCCGEEEI+E7lT1Iv/XMvfMubp6ZlvnevXr+Pw4cMwNTVFVlZWvnVOvTiFwQcHIyUzBS7mLjgy4AgcTBxK8AhIeaEeRIQQQgghhBBCyGcsb28hRc+fP0fv3r3BcRwOHToEJycntXU23NmA3nt6IyUzBV72XggcFkjJoc8IJYgIIYQQQgghhJDPRN4Bp/MTFRWFHj16IC4uDvPmzYOHh4fKcnImx+zzszH+5HjImAxD3Ibg6MCjMNExKeHoSXmiW8wIIYQQQgghhJAvTGpqKnr16oUXL17gjz/+wOjRo1WWS89Ox4gjI7D/6X4AwIJWCzC35VxwHFeW4ZIyQAkiQgghhBBCCCHkC5KdnQ0fHx/cunULP/zwg9rkUMzHGHy17ytcfXsVEpEEa7uuxdduX5dxtKSsUIKIEEIIIYQQQggpIQEBAfmO+VPS3AN9EZuZIpjCPr9BqRljmDx5Mk6cOIGvv/4afn5+Kss9j3uOnrt7IjQ+FCY6Jtj71V60sW9TGodAKggag4gQQgghhBBCCCkB4gEDIfpjNcQDBpbZPmMzUyDmRIjNTOHX5ZegWrp0KTZs2ID27dvjzz//VHmr2JXwK2i1pRVC40PhYOyAi0Mv5p8cSg2D6P4c4GN4sY6FlC9KEBFCCCGEEEIIIWoEBARoXjgxEW0/pgGJiaUXUDG1bdsWHTp0wK5du6Ctra20ffej3ei0oxPi0uLgYe2BS8MuoZZFLeWGmAzc+2MQX+oBrRMuEIcshejlX2VwBKS0UIKIEEIIIYQQQgj5V96E0IULFwpVvqLKzs4GADRs2BDHjx+HkZGRYDtjDEuClmDI4SHIlGWiZ82eOONzBpUNKgsbSo+E6Mkv0DrhDK0rfSCKOAUODAAgev03wORlcjyk5FGCiBBCCCGEEEII+ZdiQojbuw82r1+D27uPX6eYEHIP9MW8pwfgHuhbliEW2r179+Dm5oYbN26o3J4ly8K4k+Mw/8J8AMCUxlOwq88u6En0cgowBi46EOJrPtA6Vg3ih77gPr7h6zM9e8hcFyG73WWAozTDp4qeOUIIIYQQQgghBDkJn7NV4viED+vXF+/s7cH69eXL5CaQYmJiEH/iLtKjcm4nS0pKQqPgW2jx4B7idHVLNc7C9lr68OEDYmNjkZ6errQtKSMJvfb0wsa7GyHiRPit42/wb+8PsUgMZCVC9PwPaP1TD1oX2kMUvhccywIAMHCQV+mM7JaHkN3lKeS1ZgE6lZXaJ58OShARQgghhBBCCCHIGfD5bU0dwYDPijOCRUVF8f8+efIkIpadRPXHGbjX2g/6+vqIMzHBtchI9ElKREZGRonFVdjb3nLlxuDt7Y3nz5+jdevWgu3hSeHw3OqJM2FnoCfRw76++zC+4Tgg/jbEt8ZB66g9xHengUt6wtdhUkvIXGYiu8tTyFodBrPqAnDi4h0gqRAoQUQIIYQQQgghhKjh5OSEFStWwNPTE1Vtq+Io9wLugb7o3r07Nm3aBEdHRwCAWCzG8+fPMXnyZFy6dAnffPcd5PKSGY8nv4SQubYBqj5Lh7m2gWD99u3bUbduXbx79w4AYGxsLNh+J+IOWm1uhYfRD2GvXxnBXX5Ej+R/oHWiBiRnm0IU9hc42Ue+vNyiJbKbbEV215eQu/0E6DuWyLGRioMSRIQQQgghhBBCSB7Pnj1Dhw4dUL16dcyYMQN3796FtEV1RNhpIzYzBSYmJvDx8YFUKhXU+/XXX9G7d2/sPXYMc5csKfG4xAMGou2jxxAPGAgAuNfaD+0jzHCvtR8AQC6XY8GCBfjmm2+QlZWF+Ph4pTZOhp7EoB2e6Cx6j7P2hnhZNQkuj6dD/OJP4dhCWoaQOY1FVsfbkHmdB7MbCIilSu2Rz4NWeQdACCGEEEIIIYRUFIwxpJ16hMYbGiMtLQ39+/dH37590bFjRzS7tQQGj+KQkqe3jiKRSITNmzfjw+vX+L+1a2FnY4NxQ4fy24OCgtC8efOiB5iYiLYiMSCX8atyb4NLS0vDN998g/3796NRo0bYv38/rKysAAAxqVG49nANUl/thktmKF7Y5tZOBhQ6OjGRNpilJ+RVe+UkhLTUHyv5vFAPIkIIIYQQQgghFVJZTyEvT0pDwk/HkbziPMzMzHDmzBls374dvXr1gp6eHu619sOPLn343jq5olKjcPTZUcwNmIuxJ8Zi48ONmP3rJFRzssOUBQvQafBg7D9xAllZWQgKCipUTHkHzoaxMc7r6QIKt4x5eXkhIiIC7du3x/79+9GnTx+cPXsWTCcFpy6Ow+ld9mBHqqL3m5/wtSgUjXSE+2DSypA7DEd28z3I7vEBstbHwKqNouQQgL/++gstWrSAnZ0d7Ozs0LFjR5w5c4bfHhkZiTFjxsDZ2Rk2NjZo06YNjhw5ImgjPj4eo0ePhp2dHezt7TFp0iSkpKTk3VW5ox5EhBBCCCGEEEIqHPdAXxg8jUOK+IJSQkZTAQEB8PLy0qjslStXkDBhF7JjU2DY2gXBey/C1NRUqVzL1i1x+8NtXH93HdfeXcNJ7ZP45fdfVLYpGiKCUZohLjy/ioAtQZgRPwb6YIU6htjMFCTU1IHs34GzZbt34byvL9r4/XdO7t27hz59+iA8PByzF3yNNk2S8OiIPRpwieguAqBiDGlmUg9yqy5g1t3ATBvQ9PRqWFtbw9fXF05OTmCMYefOnfDx8cHFixdRq1YtjBs3DomJidixYwfMzc2xb98+jBgxAgEBAahbty4AYPTo0YiMjMSBAweQlZWFiRMnYurUqdiwYUM5H50QJYgIIYQQQgghhHwSCkr4KG4XDxgIkUwG8Z9rIVu+rMC2DQ0NYcLpYPiMsfjpp5/AcRwAIDIlEtfeXcP199dx/e113PpwC2nZaf9VzCmGWha10NSmKSrrV8b9qPu4/e4mItKikaSbDNQFUBdYmrUWnDmw++B5NKjaGA30nNDAwg31zOrAQKKvMi7GGBjLBmMMmbJMAIAMMmTLswEAJ44fh//SrzGyfyb61JHATbodSIBSUkgukgKV20Fu3Q2sijegV7XAc0KAzp07C5bnz5+PjRs34tatW6hVqxZu3LiBpUuXomHDhgCAGTNmYPXq1bh79y7q1q2LkJAQnDt3DufPn0f9+vUBAEuWLEH//v2xaNEi/hbAiuCzSRDljg5fUqPEC8hkOY/ypCqGko5JVfsF7aO8z0tRlPZ5rKgxqNiH4Lopi9fY56Kw56Uo57Gw154m5csi7s9RQdeOBuXJJ6Qo10lxn/PivveWRgylRPbvfmQV5TopiXNdFt/PPsfvY1+KEvrsLdS1UxE/74t4ndxusQB+Z/3g++0C/tgDAgKUpmpXpLidi09AMw4AOOVz9++19TQ0FFExMWjdtCnq1KmDp0+fQl9fH3K5HOdfncf3577Ho5hHSvsxkZrAw9oDTayb4HnAc/w28zeY6JgIC71/j+gpo3BbHIFgiywEN7XD7biHiEiLwtPEUDxNDMWOf4ty4FDTqBrqm7vC3aw2krNS8DTxBUJSXyM69gnAcr5zGNxaDQDQkgLBv/+KngZAD33g2sTcnWYJQsiWWgHW3SCv0hlyyzaAlp7wHHzG1F03jOX04EpKSuKTgAAglUqVBhxX1eahQ4fw8eNHeHh4AAAaN26MgwcPolOnTjA2NsbBgweRkZGBli1bAgBu3rwJY2NjPjkE5IwZJRKJEBwcjG7duhX/YEvIZ5Mgev3qFQAgLCysxNvOTk6GVlRUibdb3Biyk5NLdB+q2i/ouEs6hrJQ2uexosaQ33MZFhaG7NTUCnFuPgWFfT8oynks7LWnSfmyiPtzVNC1kxedt09bUa6T4n5HKOz1XBYxlLbQ0NAy3Z86JXGui/v8FWWfqsqQiqmkP3s1uXYq4ud9Yb5j3rt3D+7u7vxyZmYmQkJC1C4rlu9ybgnkt0OwsuMB2EQC4aGhyJDLUc/AAHVnzULjevVQw8EB2TIZrNzdoRUVBZ+JExEdG4tTW7dC/G9ciZmJ+L+H/4cjb3LGkeHAwcnICXVN66KuWc7DwcABon9vydqavhWRryMRiUil464RnY7OIlN0jmB4PuAHwB5Yt+cv7A+5AMPapqhS2wSPU58jKjMWIUkvEJL0ArvCDqs8N4YioLMe0NMA6KIHmKi4bQwAkqXOSDFqhyTD1kjXcQY4DkgCkBSu9rx/zvJeNxzHwd7eHq6uroJxgGbNmoUffvhBZRuPHj1Cp06dkJ6eDn19fWzbtg0uLi4AgE2bNuGbb75BtWrVoKWlBV1dXWzbtg3VqlUDkDNGkaWlpaA9LS0tmJqaIjIyUmlf5emzSRDZOzjg1cuXcHR0hEhUwvdOWlsDhoYl22ZJxGBtXbL7UNV+Qcdd0jGUhdI+jxU1BhXPpVwuR1hYWM51U7VqxTg3n4LCvh8U5TwW9trTpHxZxP05KujayfuZQ+ft01aU66S43xEKez2XRQylRCaTITQ0FNWrV4dYrOaXTVkqiXNd3OevKPtUVYZUTCX02Vuoa6cift4X4jvmrl270L9/f35ZW1sbzs7OapdzyzPGENX7H2SHxQIA0u3s0MrEBLpiMS4nJOD2vn3YvG8fAKB7hw7Y078/YGiI0T4+cKtVC7Vr1QKzssL+p/vx3YXvEPUxChw4jG04FvNbzoepjvJYROpiUjxuLbEYEHOAjMHJyQkAUFlqgeCVp2FUsya4Dx8AABFp0bgb9xB3Yh/ifvxTmGgbwdnYCfVsqiEobAs6J71EQ+0IaEO59zLjJMi2aA3Y9ICsShdI9KrCFID6iL8M6q4bxhgyMzPx8OFDpR5E6tSoUQOBgYFISkrC4cOHMX78eBw7dgwuLi746aefkJiYiEOHDsHMzAwnTpzAiBEjcOLECdSpU6dUj7GkfTYJotwv6CKRqOS/cIjFOY/ypCqG0jjOgvZZUJ1PQWmfx4oaQz774K+binBuPgWFPS9FOY+FvfY0KV8WcX+ONLl2NCxPPgFFuU6K+5wX9zVUGjGUMrFYXDESRCVxrsvi+9nn+H3sS1HCn70aXTsV8fNew+vEPdAXBlbxOHzlf/yg1BzHCY5Zcfl6+w54HxkJ7ZBnkO3eBcNJbSHiRBDZmyK02wqIvTsDIjHksmzc+34mAq9dw9PQUDRr1Ij/7jth+HAEBQUhIj0akw5OwbHnxwAALuYuWNd1HZpWbVrg4eWNUXCc/97iBo7xZTiOg5mJCaClhSy5HD+vXIlBPXuiq31TdK1cC1xmNLj4ixDFHQX35CG8AUBb2HR8KqBl1wO6NQaAVekESIxydllgtF+evNdN7i1mRkZGggRRfrS1tfkeQfXq1cOdO3fw559/YsqUKVi/fj2CgoJQq1YtAICbmxuuXr2KDRs2YPny5ahcuTKio6MF7WVnZyM+Ph6VK1cuiUMsMZ9NgogQQgghhBBCSI6goCA0b968vMMolLyzdeXlHugLgypxOBToi3ut/bA89DkOvX8PX3t72AKoUrc6DB7FIcXo374zxsY4L5OhrViMurVqoe6/P+Bztb+2FHGZKWBhj/E09C5k8kxIRBLMaj4Ls5rPglQr//Focnl6eqrewBhQKRmwTgannQXRy4XgspPwlfMdiB/cAvcoHZlx7zC1djRM3q2AVkT++2F69pBbd0fgSxOEiaria68RYBomOEjJksvlyMzMxMePHwFAqUe5WCzmE1EeHh5ITEzE3bt3Ua9ePQBAYGAg5HI5P7B1RUEJIkIIIYQQQgj5zHyKCaKCRNwPRfrpxzCo5gkA+OncOVgsXw7bVasAAPda+8H3nC/8xuX0PpLt3gV5QABkXl7A+/eCtmRyGeJSXiMs5gZSWSTAgMbWjfFnlz/hWsm1UHEpzar2MRyi139D9GIzuL4v+dXiD5sBADXNACTljGOoLwL087krMDgMOPlAG7cirLHzxCNoSSRoWR9oWagIy0hSEiASAQYG5R1JifLz80P79u1ha2uL5ORk7Nu3D5cvX8b+/ftRs2ZNVKtWDdOmTcOiRYtgZmaG48ePIyAgALt27QIAODs7o127dpgyZQqWLVuGrKwsfP/99+jTp0+FmsEMoAQRIYQQQgghhJAK7uTJk4ifuR9gDJW6NAAAODk5wdzcXFAub2+evMmb7QG78NDgJXa+PooPKTnj/0iYFhY3mYPxbWdDLCriTVrZqeDeHYLo1XZwUefBgRVYJQsiaGmZAFqGYGIjfMySIOR1DO49e4ewOAPIzTqgRc8RmDqlNX7++WdoSSRFi600PXsG0YkT4E6eBHfpEmQrVoCNGlXeUZWomJgYjBs3DpGRkTAyMkKdOnWwf/9+/rW1Z88e+Pn5YdCgQUhNTYWjoyNWr16Njh078m2sX78eM2fORK9evcBxHHr06IHFixeX1yGpRQkiQgghhBBCCCEVkqenJy5cuIABAwbA3MQUJ0+e5G/TUUWpNw+AiJQI7Hq0AdtD9+N+/BN+vZnUBP0du8MwiMOk2t8AhU0OMTm4mMsQvdoG7u1+cNnKt8axd8ZgoZWAJG3I5/6IPne3Io3TQTK0EWZqiLd1ZvBlpQDqegCucjmuXr2KFi1aVLxB6DMzwV26BO7kyZzEUJ4ZwkQnTkD2mSWIVq5cme92JycnbN26Nd8ypqam2LBhQ0mGVSooQUQIIYQQQgghpMwFBASoTOgo0tXVRefOnaGtrY0TJ07kmxxS9DHrI448O4K/H/yNM2FnIGc5s39pyTl0j6+Ewd+uQmc9d2iLtREkDypc4CkvIHq9HaJXf4P7+EppM9N3gtzBB3KdDhCvnp1z25VcDmZYH69wBGL8O16NwvhBircEikSi/xJEFUFEBLhTp3ISQmfPgktRPUYUc3QE+3fqd/JpogQRIYQQQgghhJAyd+HChXwTRHfv3kX37t3BGMPRo0dRv359pTKKt5TJmRyX3lzC3w//xv4n+5Gcmcxva2rZAF8HJqJ/VCWYZ4ohc+7Jj0uk0VhNWUng3u6H6NVWiGKuKG1mWkZgtn0hdxgCZt48J/mTZ9wjADCV6EP/WQLeOkpgrv3fWD2KCaL215ZCv1ICTl1birN9likdZ6mTy8HduQPuxAlwJ05AFBysshgTi8FatADr0gXyzp0BFxdB0ot8eihBRAghhBBCCCGk3JlrGyA2MwXm2gZ48uQJunbtivT0dBw+fBjNmjVTWcfLywshsSH4+8Hf2PFwB94kveG3ORg7YLDrYPi4+aBGuj7EO77O6c0DuWYBMRm4yPMQvd4G7t1hcLI04WaIwCq3y0kKWfcAtPQKbPJs0xkIkv+bDLK2VplEis9KRVI1KWRZqYLjLFXJyeDOnoXo5Elwp06Bi1A9pRozNwfz9oa8c2ewjh0BE5PSjYuUKUoQEUIIIYQQQggpcZrcQqboXuuc2cdevnyJtm3bIj4+Hnv27EHbtm2VysZ8jMHex3ux/eF23Hx/k19vJDVC31p94ePqgxa2LSDi/r2d6/17wNAQl+UytCxorKGkJxC92gbRm53g0t4pbWaGLpA7DIHcfjCga6Px8eXK22NJPHYcWshlEI8dB9mfawrdXpFkZIC7fh1cQAC4CxfA3bgBLitLZVFWty7kXbqAdekC5uEBiIs4kDep8ChBRAghhBBCCCGkRIkHDIRIJoP4z7WQLV+mcb309HR07doVERER2Lp1K7p168Zvy8jOwInQE9j+cDtOhZ5CljwnoSHmxOhYrSN83HzQvUZ36Ep0VbYt+3MNrixdimYzZihvzEqAKPQIuFdbIYq/pbSZaZtBbjsAzGEImGnDkr2VKjkZLf8dp6jUZGeDCw7OSQZduADuyhVw6ekqizJdXbC2bXNuHfP2BmxtSy8uUqFQgogQQgghhBBCSLEJegwlJqKtSAzIZYVqQ0dHB/Pnz0dmZib69+8PAGCM4cDTA5j2zzREpP5361O9yvXwtdvXGFB7ACobVC58wFkJ4JJuQhR9AFzcOXAsU7CZcWKwKt6QOwwFs+oCiKWF30d5kcuB+/chyk0IXboELjlZbXFWvTrk7dvn9BJq0wbQVZ1kI583ShARQgghhBBCCCm2ggadzk98fDwYYzAzM8PgwYP59R9SPmDyqck4/OwwAMDawBqDXAfBx9UHrpVcNWs8IwZc4nVwH5+hg8NFiB/eBnfrBbiMSJXFmYk75PZDILcbCOhUKtLx8DS9ra24GAOePs1JCAUEgAsMBBcXp764rS2Ypyfknp5gnp7US4gAoAQRIYQQQgghhJACiAcMBBITAWNjyHbvUtruHugLgypxOBToy48lpKmMjAz06NEDHz9+RGBgIPT19cEYw9b7WzHz3EwkpCdAS6SF75t9j9ktZkOqVUBPHlk6uA8nIArfAy76EriMaH5TIysAicpVmMQiZ2p6h68BE/dCxZ9vKPnd1qZG7kxnqTVN8i8YFgbuwgWIcscRUjOwNACwSpVyEkJeXjk9hJycaMYxooQSRIQQQgghhBBC8peYCIjEOf9XITYzBQk1dSDLTNGoudyE0l9nv4O5tgEGd+uGpKQk6OvrIywhDONPjMe5V+cAAA2qNMC6butQt1Jd9Q3Ks8FFnYPoze6cGcey1d9OBQBMagkmdQLTqwFm6glm0hqoaq9R7KXtbNMZWHp5KWYMzZNUevcuJyGUe9vY69dq22AmJmCtW4N5eUHu6QnUrk0JIVIgShARQgghhBBCCCm0ws5Spig2MwXxjhKIsuSIRQpmzfKDTC7DqpurMO/CPHzM+ggdLR34tvbFlMZToCVS8dOVycHFXgX3ZjdE4fvAZcYoF9E2AzNxBxPbAbrVwfRqgulVB+zdVE4xX6HExoILCvovKfTsmdqiTF8frFUrvpcQ6tal2cZIoVGCiBBCCCGEEEI+McVJzpTEPgSzlO3eBVlMCuRJGeBsTdS2FxQUxE/xzjKzkbD0DOSpmTBe0BVPYp5g7ImxuPr2KgCglW0r/Nn1T9QwqyFshDEg4S5E4bsherMXXFq40n6YlhFY1V45s45V8gJEWhU/GQTkzDR29iy4oCB8c/gwJKtWqS3KpFKw5s3B2rQB8/ICa9QIkEjKMFjyOaIEESGEEEIIIYR8Qta8CsCZKwfx1BEY51A6SSL3QF8YPI1DiviC2jGFGGP8v9PPPUHqlmswXtgN6AxkyuX469071DcwQJ20NOjp6iIoKAiGZmbYtHQpYjZvBEvJgLRNdaRG34bHXx7IlGXCUNsQv7T9BaPqj4KIE/23s+RnEL3ZDVH4bnDJyj1pmEgHzLor5HYDwKp4A2Kdkj4lRZabFFOSmpozmPSrVzm37qUkQ+v6NQBA3jnZmJYWmIcHmKdnTkKoaVNAp+IcI/k8UIKIEEIIIYQQQj4h4xy8EJF1odSSQyoZG+O8TIa2YjFevHiBjdWdsGXLFty5cweWAKy7eiD5XToMXZ0AAI9TUzEx5CkAQFSnDpydnJCYkIA5//aKEduaQmdYbWTYhSPjfSgAwNvJG390/gO2Rv/OqPUxHKLwvTnjCiXcUQqJcVpgldtDbtcfzLonIDEs/fNQBHyCKCMD3J074K5ezXncuQMuK0tlHQaAubmBdeiQkxBq0QIwMCi7oMkXiRJEhBBCCCGEEFKCSuP2r3v37sHZ2Zlf9vT05P8tmGFs+bKS2V9rPwTIAuDVOuc4Pm7dgj+GDMEviQk4X6sWAMDBwQFhYWGwtLTEo17/hwDj/467uq4ujtWrj7tJSQh2rokTwZeRhTQY97NBx07NcTDhElJT7gJpDJyWDjZ1+ROD6gwClxkL0Yt14N7sgijmslJcDByYRUswuwGQV+0DSC1K5HhLRXY2uAcPcsYRunoV3K1b4NLT1RZnenqQ9+8P1qwZVt68iYnz5gHW1mUYMPnSUYKIEEIIIYQQQopBMSEkGJunhJI1QE6CqH///vyyIAFVwAxjReXl5YXU1FSsW7cOy5YtQ2RkJCQSCb766iv4DPeBobMhgiKDsOLQCtz+cBtZ8iy4xbjBvbI7GlSOh5GlBCIDILt1NmTNsyGXZSMR77D37V6YiQA7KVDdxArVLezxtew+uEs7wEWdB8eylWKRmzYAsx0AuW0/QK9qiR5niXr6FKJTp3JmGQsMBJeiflY3Vr065B4e4IJvA6amgJYW5AsXAgDSHzwoo4AJ+Q8liAghhBBCCCGkCBhjqHNoBkwjMpEivoCN+j0Q9OABJGIxQgFI9u6FlkQCexsbNG/UCFwRpxmvf9kPerbJqH/ZD/da++H58+cwNTWFpaVliR6PotzE0P/93/8hKioK1jbWmPjjRBjUN8DVyKsYcGcAsoKVb496nfga/4QeQ9V6gJ1WzsM99QW6m+f8215bDEcJBylyk0AfgMwPwLNrSm0xQ2fI7QZAbtsfMKxZasdabK9fQ7RnD0S7d4O7f19tMWZlBdasGeTNm4M1awZ4eADv30Ps8zUgEgFyOV9W7bhFhJQiShARQgghhBBCiBrugb6IzUyBubaB0mDNM2fOxIutG2Dx20BwmSkIuBGAOaHPFQvw/2xcrx7mTpkCb09PpUSR4uxeqjA5Q+rrKERfe4A64+ogNDQUf//9N/r16we5XI7GN66jV6XKmO/gAAC4GhyMl2/f4uWbN7CpXBlSqbTQx92lSxdcvX8Vpg1N4THVA6+1XmPVx1XAzf/KOBhao08VJ7Q3NoKbOA2GGe+hlf4O+rLkfFqW5btfpmcHuW0/yO0GAMbuQBGTaqUuKgqi/fvB7doF0dWrKoswc/P/EkLNmwP29qqPx9AQl+UytBT9Ny09JYhIeaAEESGEEEIIIYSoEZuZAjEnQmzmf7cK5d5S1rJlS/x55RBE+lIwAD4+Pmi9/wAyAWTKspExZQoyMjJw7vJlbNqzBz1HjEADNzfMmTQJ3Tt04BNFigmi3IQUk8mh+zQOXV+aIPnwYbz/d5p2qZUVvv32WzRu3BgAkJiYiBSZDAnZ/92W5bdsGc5fuYINhw4BACpbWMDWxgZVraxgZ22NqtbW+JiUhA5t28Lj3zFuUlNTceb8GZjVNcM/Yf8gomcE0AmIRzxuZt4EMgFXXV0MsXFGB2MjOCMRuilPwcnfA4W4sy2NaUHHyAlMzw63nkSjYateYHq2gJ5dzv/1HQDF2csqksREcIcP5/QUOn8enEw52SVv1AisXz/IO3TIuW1MgwSX7M81uLJ0KZrNmFEaUROiMUoQEUIIIYQQQoiGfgrajUvHTuZMMd+rF4z1AyESiSFjclhZWaGqsXHOeEByGWT/jhPUy9sbsyZMwLK1a7Fh5078tGIFunfooNR2dnY23l96gMygF0i/FgaWnI41AJycnNClSxd8//33aOjREKEJobgefR0bL27Eo+hH4KaKsUUUgb0sElp7WyCzSzb0m+tCR1sH2VkypGR+xP2Mx7iVcQ+QA3gDQAYsPrQWHT92QkDsM6SGvIHc8CPw79A3piKgox7Q07wyvAz14MTioJ2dCOAukKT63DBwgI4VmJ4tuHtv8TpVF3Zp+pAPmoDBj48hijNEHJMg2HsdACBBFgB57TKcia0o0tLAHT+ekxQ6dQpcRoZSEVarFuQDBkDevz9Qvfp/G/5N6hHyqaAEESGEEEIIIYRoIDg4GGsHzkR2djaOLl4PABqPK1TVygrLFi7E9+PHIyo2lq83tXVruFSunDMOjaUlkgLOgSWmQexkDu2+zlj01RAk6SThRtgNTHg4Ac8CnyFLnmfsn3/vIIsHgNR3OQv6QCrSAAkAPdUxpSMDR54dgZQDGtgATXSAJnoitDfQhxVybxOLBFTPxA5mUB3MrDGYeeOc/xu7AeJ/g2kHrPP1hd/PfsD793iKqxBDhJwMVY6SnumtxGRlgTt7NicpdOSIyoGmmb095P37Qz5gAODmVnFvhSOkEChBRAghhBBCCCH/UjdFfUbQC7T9v7ZgjKFz586QSCRFar9KpUqoUqkSAOBDVBS2vH2LnpJ0VHOrhMdGEdCabgEm+Yjs7ESkyWMx49Y9pTYMtA1Qx7JOzsMi5/97t+zFt2O/hSwqAtnybGzb8Tf6DeiLbCaDfMXvyE5LRZaeDjBqIIwPrUOmcSpqGqXDzFEPxhkfoMWxf1uXA1AeQ4hpm/+bDPLI+b9ZI0DbTOPjNpXoIz4rFaYS/aKcttInl+fMOrZ7N0QHDoCLjVUqwipXhrxvX7ABA8CaNCnRpBCNOUQqAkoQEUIIIYQQQr4Y6hJAuS5cuCDYzhhDyv5gJG+8jEqWlXDgwAGkpqby2821DfhBrNXJHWMoOj0Wj+JD8CjhGf9/0WwOOyRR2IGof3cIIPPfipwY9Sq5obZFbVjCEp61POFW2Q22RrZKPZcusouoX6U+IH+P9teWQt9MF+tfncKOmi0grhIJWHwELFLARcwCmipUzEwA8uQ5mEgbzKQ+mJkHnxCCfrViJUTONq2A4+swBjx8CNGRIxAdOwbuwwflIsbGYL16QT5gAJinJ6BVOj+hKUFEKgJKEBFCCCGEEEK+GHkTQPlJT09H1porSD52B9r2Frh85jIc/p0pLFfemc0AIFGchUcGSXgQsgOPEp7h5MMzSH6Tjuh05V4pkABiOeD8UQ91PhogoJEzsrQNYRdliCw3B9xoswgymQwhISFwdnKGWCxWbiOXLB1czDH4ZR9G/WqRMJZnAk+3Ah7qqzBOCzCqBWbijpAYI9Ro+jWYSV1ApK3ROfokhYZCtH49RDt2gAsLU9rMdHXBunbNSQp5ewNFmAWOkE8RJYgIIYQQQgghX6S8U9iveRWAB5J41A30RYdIc5xauBYJz5+jXbt22LlzJ0xMTJTaCI0LRdDbIDyOfozHMY/xqGkQwrXTcjZeDc75vzaAdIADh2qGdqgit0BLp6aoY1ITdZdsRs00fUiZCJBIIPvtJADA19cXfm2Uk09KGAMXexXjG96F1lFbcFmJ8FTT0YeJDcD0a4Hp1wHTrw2mXxtwasOPG1QdOR2YPkvZ2eD27YN461Zwjx8rbWZaWmAdO0Levz9Yjx6AgfoeYYR8rihBRAghhBBCCPki5Z3CfpyDF16nnIb1nlisXPcLpFIpfvzxR0ybNk1pzKEsWRZ+vvIzfrnyC+Tsv4GX8W/HGxtDG9QxdMLt1FjoSs2gLTHBLc8l6Bm8GvrPEnA1k8Oiaj0hTtkLiIowrXvKS4he/w3R67/Bpb5E1bzHxnTwCBZoYdsLTL82NuwKwsgJ/1OeQl78mfeOYQzcoUMQz54N7uVL4SaOA2vSBPIePcA6dwbq1CmnIAmpGChBRAghhBBCCPkiuAf6wqBKHA4F+qq8NSzXyZMn0aZNG6xevRo1atRQ2v487jlGHBmBG+9vAACa2jRFgyoN+IGjY5/GonuH7sD792h4yQ9iTgQZk0Nfoof4rFQkVZNClpWq1K4iT09P5ZVZieBeH4Lo9XaIYi4rbWZifTBzb3wbkYLbnA2yGUOwfc7YP7UamCgnhz5z3MWLEM2dC9GNG4L18rp1wYYMgbxVK6BKlXKKjpCKhxJEhBBCCCGEkC+aLC4Vf//9N3x8fNCpUydMmDABVatWVRoImjGGTfc24bsz3yE1KxXGUmOs9F6JgXUGChu0/e+fphJ96D9LQGpNk0LFxI+TlJ0CUcQF2IWvhfTJRXDydGFM4MAqtYXcwQfMpjcQlYgbEX4Qg4PiDWNf1CDId+9CPH8+RKdPC1bLPTwgnzULrFEjwNoaeP++nAIkpGKiBBEhhBBCCCHki3CvtR8CZAHwai0cpDp5+VmMvLMZTZo0UTuA9bvkdxh/YjxOvsgZI8jT3hN/df8Ltka2KsvnOtt0BpZeXooZQ3N68hSYMPoYDi4mCFzsVYhirgKJ98ExGfIOGc0MXSB3GAK53SBAT/EGs8QiJ6U+eS9fQrxwIUS7dglWszp1IJs+Haxt2xKdmp6Qzw0liAghhBBCCCFfjNwE0Lt372CubQCDR3HQGdsRv5p0QvXq1ZXKM8aw7cE2fHfmOyRmJEIqlsKvjR+mNpkKkYa3bCn23hEkjBjL6W1k8hZclSTAJhWS405q22HaFpDbDYDcYQhgUl9tsiNvUqq8qLxNrjRERUH0888QrV8PLiuLX83s7CDz9QUbPBiIjCybWAj5hFGCiBBCCCGEkC+MeMBAIDERMDaGbPeugit8QgICAvKdxj4rKwvLly/HokWLsHXrVpi4mOTba2jCyQk4EXoCAOBh7YEN3TaglkWtQsUkuL0rMxp1LEIgfjYdXMJlcN2j1NZj4ADjOpCZNUN4dm1YNfwGYoluofZdnvJ7HkpEcjJEy5dD9Ntv4FJS+NXM3Bzy2bMhHzOGpqgnpBAoQUQIIYQQQsiXJjEREIlz/v+JyS8BxO3dh+fHj6FtTCxYv75K24ODgzFmzBjcv38fNWvWROXKlVWOzZPba2jG2RlISE+Atlgbvq19Ma3JNGiJCvkTSp4OLukmuPhLECVeApf6BD1qAIhWLpozyHRjMPNmYBbNwcybABJjyGQyJIWEwEqU90azL1RGBkTr10P0yy/gov87kUxPD/IpUyCfPh0wNi7HAAn5NFGCiBBCCCGEEFLi7ty5g+vXryMjI4N/WFhYoFevXrCysipSm+6BvjB4GocU8QXca+2n1BOK9euLdw8fCJJDAQEBaNy4Mf73v//h999/h0gkwuzZszF79mzo6Ogo7eN98nuMPzme7zXUyKoRNnTbgNqWtTUPlMnARQVA9PwvcLGnwclSVBcT6YIZNwUzaQm5UROgelugsAmoL4lcDm7XLogXLgT36hW/mmlpQT5qFORz5tCsZIQUA737EEIIIYQQQkpEbu+eEydOoG/fvsjOzlYqM3XqVLRp0wb9+/dH7969YW5urnH7sZkpSKipA1nmfwmX8wYGaKumvHjAQNz58AFj799D2MePaNy4MdasWQM3Nzelsowx/P3wb0w/M53vNbSg1QJMbzpds15DjIGLvw3uzU6IwveAS49QLgIOTN8VzLQVmEkrMMMGgEjhFihKDqnGGLjTpyGeNw/c/fuCTfL+/SFbuBBQMX4UIaRw6B2IEEIIIYQQUmyKvXsCW0xHx44d8e2338LU1BTa2trQ1tZGSEgI9uzZg5MnT+LChQuYMWMGgoKCULt2IXrnKJDt3oXzvr5o4+fHr/P09ER6ejoOHDiAPYEXcSI2FvpiMZYtW4Zx48ZBLBYrtfMh5QPGnxyP48+PAwAaWjXEhm4bUMeyTsFBpLyA6M1OiN7sApf8TGkzExuCmXeE3MQTzKQFIDEr0rF+qbjr1yGaOxeiwEDBenmHDpD9+CNQv345RUbI54cSRIQQQgghhJBii46NwYcPb6FdQxvGxsY4dOgQAgIC0KxZM76Mm5sb+vbti8TERBw+fBg3btxArVqFG/BZndTUVGRmZsLLywvJyckYM2YMsjMz0aJKFWxzr4eqEycq1WGMYcejHZj+z3TEp8dDIpJgfqv5mNFsRv69htKjIArfm9NbKO6GcrsibbAq3pAbeoOZtgXEyreylTZVYyt9MmQycBcvQrRmDUSHDws2yRs2hPznn8FKewBsQr5Ams3LSAghhBBCCCFqMMaQMP8IEpacRNbL/wYNvnDhgqBcQEAAAMDY2BhDhw7FqlWrwHEc5HI5hg0bhlOnThV6356ennj8+DFsbGzw+++/AwAMDQ2xd+9evA4PR+sRI1D16BG+/JvEN9j2YBtGHxsNlzUuGHFkBOLT49GgSgNc/+Y6fmjxg9rkEBd7HeJLPaB1zB7iu9MEySEGDnLLNshu+Ceyu4dD1mIfmEWXckkOAZ9ggogxcMHBEM2cCa1q1aDl7S1IDrHq1ZG9YwdkQUGUHCJl6q+//kKLFi1gZ2cHOzs7dOzYEWfOnBGUuXHjBnr06AEbGxvY2dmhS5cuSEtL47fHx8dj9OjRsLOzg729PSZNmoSUFNVjk5Un6kFECCGEEEIIKRaO4+D4Y3/ITz6FtoujyjLiAQMhkskg/nMtZLt3CbaFhITg+PHjMDAwgLe3d777YpnZyLj9GsO3D8fw4cPh5eUFmUyGtm3bwsXFhS+X204SkrD9wXYEvglE4OtAvEx4KWhPKpZidovZmNlsJiRiieqdfnwD8f25EIXvVo7HuC7k9oMgt+0P6NnmGztRITQUop07Idq1C9zz50qbmZUV5PPmQT58OCBR8/wQUoqsra3h6+sLJycnMMawc+dO+Pj44OLFi6hVqxZu3LiBvn37Ytq0aViyZAm0tLTw8OFDiET/9ccZPXo0IiMjceDAAWRlZWHixImYOnUqNmzYUI5HpowSRIQQQgghhJBie9Tr/+B7xxd+rXPGA3IP9IVBlTgcCvTFvdZ+QGIi2orEgFymVLdWrVoIDg6GhYUFACA9PR2hoaFwdXUFAGRlZeH8+fNI+v0sMq6+AEvNxA4ANWrUgKenJ8RiMQ4cOAAAeJv0FhffXMTF1xdzEkLSl8DR//Yl5sRoaNUQre1bo41dGzSv2hyGUkPVB5WdAtHTpRCFLAMnT+dXMz07yO0GQm43CDDWYJwiIhQRAdHeveB27YLo5k2lzUxbG8zbG/KBA8G6dgV0dcshSEJydO7cWbA8f/58bNy4Ebdu3UKtWrUwd+5cjBkzBtOmTePL1KhRg/93SEgIzp07h/Pnz6P+v2NmLVmyBP3798eiRYuKPKtjafhsEkRyuVzw/xIlk+U8ypOqGEo6JlXtF7SP8j4vRVHa57GixqBiH4LrpixeY5+Lwp6XopzHwl57mpQvi7g/RwVdOxqUJ5+QolwnxX3Oi/veWxoxlBLZv/uRVZTrpCTOdVl8PyuF72NiBgAMYMV/Pnbu3Im3b99iwoQJYIzx7cVmpiC+pg7kmSmQyWQF7rNq1aoAcrbNmzcPf/75J2bMmIGIiAgcPnwYsbGxAAC9qhbQH+iKwBlr4ODgwLcV8CoAcy7Mwd3Iu4J2OcahoXVDtLFrg9Z2rdHMpplSQkgpHiaH6M0OSB7NF8xGxrTNkV17AWQO3/w341h+56+EPnsLde1UxM97mQxITobon38gPnIEoqAgcHk+QxnHQd6qFeQDB0LWqxdgalqyMWryW6e0f1+p2v45/t6qINRdN4wxAEBSUhI4juPXS6VSSKVS5Ecmk+HQoUP4+PEjPDw8EB0djVu3bqFfv37o2LEjXr16hRo1amDevHn8+Gs3b96EsbExnxwCcm6NFYlECA4ORrdu3UrkeEvCZ5Mgev3qFQAgLCysxNvOTk6GVlRUibdb3Biyk5NLdB+q2i/ouEs6hrJQ2uexosaQ33MZFhaG7NTUCnFuPgWFfT8oynks7LWnSfmyiPtzVNC1kxedt09bUa6T4n5HKOz1XBYxlLbQ0NAy3Z86JXGui/v8FWWfqsoUVi2ZDGByQM4QEhJS1PCQmZmJOXPmICMjA+3bt0dmZibfngGTwCQkGQk1DRESElKofTZp0gSHDx/Gzz//DCDnr/EDBw5Ex44dcfHiRQwdOhQZGRkICQlBeGo4lj1choAPOeMbiSBCbdPaaGTRCI0sGuHJ6ScY3WR0TsNZwPtX7/Pdt37qHVhH+EMn/TG/Ts5pIcZsECItR0OeZQQ8f6HR+Snpz15Nrp2K9HnPZWXB8PJlmB08CMNr1yDKzFQqk+bsjPguXZDg7Y2sypVzVkZF5TxKkCa/dUr791Ven+vvrYom73XDcRzs7e3h6uoqGAdo1qxZ+OGHH1S28ejRI3Tq1Anp6enQ19fHtm3b4OLigpv/9oBbvHgxFi1aBDc3N+zatQu9evVCUFAQnJycEBkZCUtLS0F7WlpaMDU1RWRkZAkfbfF8NgkiewcHvHr5Eo6OjoJ7/UqEtTVgqKbbaVlRFYO1dcnuQ1X7BR13ScdQFkr7PFbUGFQ8l3K5HGFhYTnXTdWqFePcfAoK+35QlPNY2GtPk/JlEffnqKBrJ+9nDp23T1tRrpPifkco7PVcFjGUEplMhtDQUFSvXl3lVONlriTOdXGfv6LsU1WZQtISiwGxCJDJ4ezsXMTggHXr1iEiIgI//fQT6tevj8TERL69R84/we+SH3zH+hZ6n87OzujUqRNOnDgBV1dXwUxn2traqFmzJh7FPML2B9ux5vYaZMoyIebEGNNgDOa0mANzXXO+/AX5BY2OkUt9Ba2HcyF+d0CwXmbVDdluv8DIoDqMND4z/yqhz95CXTvl/Xkvl4O7cgXiXbsgPngQXHy8chEHB8gHDIBswABwtWrBDIBZyUahTJPfOqX9+yqvz/X3VgWh7rphjCEzMxMPHz5U6kGkTo0aNRAYGIikpCQcPnwY48ePx7Fjx/je5MOHD4ePjw8AoG7durh48SK2b98OX1/fUjq60vHZJIhyv6CLRKKS/8IhFuc8ypOqGErjOAvaZ0F1PgWlfR4ragz57IO/birCufkUFPa8FOU8Fvba06R8WcT9OdLk2tGwPKk4AgIC4KVqFpyiXCfFfc6L+xoqjRhKmVgsrhgJopI412Xx/aw0vo9x//6HQ5Gfi/T0dCxatAiVKlXC+PHjIRaL0a5dO+FuOO6/9gu5TyMjIwwcOBABAQFwdXUFYwy3PtzCWe4sJq2fhND4/3oFtHdsj6Xtl6K2ZW2ldvLGpCQrCaKnSyB6tgKcPINfzYzdIKu3FKySV9Gnfi7hz16Nrp3y+LxnDLh3D6JduyDaswfc27fKRczMIO/WDaxnT7Bu3QCOK9sptTX5rVPav69Ubf8cf29VMHmvm9xbzIyMjAQJovxoa2ujWrVqAIB69erhzp07+PPPP/lxh/ImoZ2dnfH23+ugcuXKiI6OFmzPzs5GfHw8Kuf2mqsgPpsEESGEEEKIpi5cuKA6QUQI0djGjRsRExODJUuWQF9fX2UZT0/PYu1DJpdh68WtOJJ1BIdDDuNt8n+JB6lYig7VOmBkvZHoUr2Lxj/0FHHheyG+Mx1cxn+3eTBpJchc/cAchwMc/TjPV1gYRLt3Q7RzJ7gnT5Q2M319sJ49Ie/QAaxly/9mISvCc0VIRSKXy5GZmQk7OztYWVkp3cYWGhqK9u3bAwA8PDyQmJiIu3fvol69egCAwMBAyOVyNGzYsKxDzxcliAghhBBCCCGFkp6ejhmL5kHLUBcb60RjmppyBSViVfXmy5RlIuBVAA6GHMTRZ0cRrR0N3MrZZqBtgM5OndHLuRc6V+8MA22DIh+D6PlKiO9+xy8zkTbkNSZDXusHQFLom8m+HNHREO3blzMD2dWrSpuZlhZYx445M5B17w7o6wPv8x/3iZCKzM/PD+3bt4etrS2Sk5Oxb98+XL58Gfv37wfHcZg0aRJ++eUXuLq6ws3NDTt37sTz58+xZcsWADm9idq1a4cpU6Zg2bJlyMrKwvfff48+ffpUqBnMAEoQEUIIIeQLozT1NiFEJbW3YgLYsGEDsmNTYPRta8SLMlSWKYh7oC8MnsYhRXwBV5vNwtnxnXBA7zWOW8QiUZzFlxNzUhhY1sTmNv9DO8d20NHSKdL+eIxB9HQxxA//GxtEbtMTsrpLAINqxWv7c/X+Pbjz53Ompv/nH3CqZvhs0QJs0CDI+/QBLCzKIUhCSkdMTAzGjRuHyMhIGBkZoU6dOti/fz///jhu3Dikp6djzpw5SEhIQJ06dXDgwAE4Ojrybaxfvx4zZ85Er169wHEcevTogcWLF5fXIalFCSJCCCGEfFFiM1OQUFMHssyUggsT8gVTdytmWloafv31V4jM9KHXxQ1yFXU1EZMWjw9mr5D26Cysrv2GNMc0flsV/SpIN7QCjO3hFGmBjzUt0bVG1yLuSQFjED2YC3HIUn6VrPY8yGvPp9uecjEGhIWBu3wZokuXwF2+DO6F6lnbWJ06kA8aBPmAAYC9fRkHSkjZWLlyZYFlpk2bxo9HpIqpqSk2bNhQkmGVCkoQEUIIIYQQQgRye9r9dfY7mGsb8L3tAgIC8ODBA0RERMBgbGtwUq2cqesLQQaGTXc3Ifb+VsizPvLrHdJ10CemMnrHWMBj9xWIuJwhjH19feE3vgR6+zE5RHemQfxizX+x1F0MufP04rf9KZPLgSdPILp8OScZdPkyuHfv1BZntraQDxgA+aBBgJtbGQZKCCltlCAihBBCyBcvv1tpCCH/CQgIwLFjx2BjY4NM7zqFq2xsjLNcGGbWeIn7J84DAMRSI0jNnRHgvQoNh88GJ9IC5DLIuBKe30qeDXHwWIhebeVXyRqshNxpTMnu51OQnZ2TELp+HdyNG+CCg8HFxqotzrS1wRo3BmvRAqxTJ7DmzQFRmc4/RggpI5QgIoQQQsgXTTxgIEQyGcR/roVs+bLyDoeQCuFeaz/4nvOF3zhhzx2O4xAYGIjnz5+je+x2jdt7EvMEs79Kx4nQOwAAEx0TZFdyhUHlepBzHOpXqQ8OpXSLlzwT4uvDIHq7HwDAIILMYz2Yw5DS2V9FI5eDu38f3JUr/yWEUtTfYsv09cGaNQNr2RKsVSswDw9Ap5jjPhFCPgmUICKEEELIly0xEW1FYkCuPOgqIeQ/4gED0VYmg/HIUai/exfMAw/B4FEcUuqYqa0TnRqNRZcWYf2d9ZAxGbREWhjbYCzmtpyLtrdWCOsbGwOJiTn/LymyNIivDoLowwkAAOMkkDXdBla1T8ntoyJKTAQXGAhRQAC4ixfz7yFkaprTO6hVq5yHu/t/09ETQr4olCAihBBCCCGEKN1q6enpKdi+8uFDvExPRyNHR+hDfS+jXOtur8OcgDlIykgCAHSv2R2/eP2CmuY1ARX1Zbt3qWwnbxway06B+HIfiKIvAACYSAeyFnvBqnQqWnsVGWPAw4cQnTwJ7siRnF5CKmYaAwBmaQnWpAlY48aQN24MeHrSLWOEEACUICKEEELIF8Zc26DAXg+EfPaMjXFeJkNbsZhflXfWsrzjcp2IjcGT1I9Y7OTEr1OXvDkfdh4TT00EALhXdod/O394OqguW5AijQ+WGQ/xpR4QxV0HADAtA8haHgKzbF2kGCqk1FRw58+DO3UKolOnwIWHqyzG9PXBWraE3NMTrFmznNnGFGdso+QQIeRflCAihBBCyBeloF4PpGKjAcVLhmz3LsgDAiD791zmzlp2KNCXn7EsrxPu9RCelQWpSITcvimqnou0rDRMODUBAPBNvW/wh/cfEIvESuWAYvQOyk9GNLQCu4BLuAcAYBITyFodAzNvXPL7KmPcixcQ/fMPuJMnc24dy8xUWY5Vqwa5lxdY27Y5Ywhpa5dxpISQTxEliAghhBBCyCcjby8XUnSanke5XA6RSASO42Cno1vgeF2LLi/Ci/gXsDG0wa/tflWbHCpMDBpLeweti97gkkMAAExqiezWJwAT95LdT1nJyAB3+TK0jh+H89GjkL5+rbIYk0rB2rQB69wZ8gYNcnoJEUJIIVGCiBBCCCFfjMzMTAwZMgRRUVHYtWsXunbtCpPyDoqQCiC/nnVLlixBUFAQNkqleCyRCG5Ly+tOxB0sv7YcALCi0woYSY1KLWYlqWE5yaHUMAAA062K7DYnAUPnsouhJLx7B+70aYhOnMi5hezfGcfy/nBjtraQe3uDde4M5uUF6OvnbHj/vmzjJYR8NihBRAghhJDPXu5tSYsXL8bBgwcBAFeuXIFUKoW3oRHG2dqhg6lJ+QZJSAWUmJiI3377DSYmJjB5+BDnf/wRbfxU34KWLc/GuBPjIGMy9HHpg+41u5ddoElPoRXYGVzaOwAA06+G7DanAH2HsouhqGQycHfvgjt/HqLLl8Hdu6eyGBOLwZo2BevSBXJvb8DVVTiWECGEFBMliAghhBDyWXMP9IXB0zjEhO1G+OKtcHNzw6FDh3DixAns378fRy9cwOGYaEyxtcVPmZnQprE6KqzccXL+OvsdzLUNcK+1H8QDBvJTo6ubBetLVRLjNa1atQrx8fFYsmQJJAVMfb7q5ircjrgNY6kxlndcXqz9FkrCvZwxhzKiAQDM0CUnOaRrXXYxFMX/s3ff8VEUbQDHf7t76Q0ISSB0EkLvvRelg/IiXcEGCAg2iohiAEVRELuAFJWOivTeEakCBhJ66ATSe7vc7r5/XBLSCyQkwHw/nyO53dnZ2T02d/vczDPBwci//468ahXS7dtZFtFdXNC7dsXUpQuXKlfGs2lTlBx6cAmCIDwMkbJeEARBEIQnWqgxhlvVrLg1ZxO6rrNo0SIqVKjAG2+8wc6dO7ncshWtnUqw4t49QsLDi7q5Qg5CjTHc9rJGkWRCjeZhN0RGgqyYfybbt29fEbWweNm/f/9DbR8REcG3335L1apVefHFF3Msey3iGtMOTgPgi2e+oKx92Yfad15Joccw7O98PzhUogGmjnuKb3BI15GOHEEZOxZDq1Yos2dnCg5pjRujfvghpn/+wXTrFuqSJWj9+6M6PsLheoIgPJVEDyJBEARBEJ44GXtOSJKEw6j2TLdsR8OGDdOVrWxjw97GTbgcG4O7mxsAtwICqOBeTG8whVyJRNZZy2+Pou+//56IiAjmzJmTY+8hXdcZt30ccUlxtKvYjlfrv1oQzc2VFHQA5VAfJDUWAM25BWqbjWBZ4pHsP18iI5HXrkVesQLJ3z/dKl2S0Nu2RevVC33QIChTpogaKQjC0070IBIEQRAE4YmTVc8Ji1plGTVqVJblDbJMzeQErz7nztGwa1eu37pVmE0UhEcuPz2KIiIi+O677/D09GTIkCGpy7Oaln6V3yp2Xt2JlWLFT91/QnoEeXGku9tQ/u59Pzjk2hG13dbiFRzSdSQfH5SJEzE0b44yY0a64JDu7Iw6ahSmAwdQly5FHzBABIcEQShSogeRIAiCIAiPrfoHvVOHGqXkpEkrISGBiE+2YP9cAwz1y+WpzpCwMBzs7Lhx+zaVK1Qo8DYLhUsZOIhOqooycFCWOYlCQ0P5559/eO6554qgdcVb2uDPt99+S2RkJHPnzsVguH/LkLEHUkhcCBN2TQBgSpspeDl7FXo7pdt/oRwdiqQnAaCV7YHacjUo1oW+7zyJjUVaswZlwQKk06czrdaaNUN78UX0bt3AyqoIGigIgpA1ESASBEEQBOGxFWqMQZHk+78nJyzuZG+PMnAQfpMmknT6FtaOJXBqmreprju1bs2FAwewEjdujwcnJ/aq6v2p1yMj6SQroKmpRYKCgli/fj1r167lwIEDSJLE6NGjmThsGGVdXYuo4YUrJaH3+oPe+LSbnul5VlKCP+Hh4Xz//fd4enoyePDgHPczcfdEQuJDqO1Sm/Etxhf4cWQkXV+GcmIEEhoAWvl+qM1/AznnBNqPhK8v8qJFyMuXI0VFpVulOzigvfAC2pAh4FX4QTRBEIQHIYaYCYIgCILwWMkxAXFywuJOcfEQGUnjxo05c+IUwxp2yfamOCNJklKDQ8GhoQXRZKGAOFvaU/5SAqqu4WxpD4C6ZjV7a9fK1FtI1/XUn82bN2fs2LEcPnyYnj174uLiwg8//ED1tm2Z+MknBAYHP/JjKWwpCb1Tk3nnwzfffENUVBQffvhhut5DGe26uosVviuQkFjQYwGWSiHOAKiZkM99iuHE6/eDQ5VfRm2xrGiDQ4mJSKtWoXTsiEWjRig//ZQuOKTVrYvpiy8wHTuGNm2aCA4JglCsiQCRIAiCIAiPlbR5VDIFDJycQFMZezeAK8k9SqpXr/5ACYt/+u03qrRsie/FiwXVdOEh+bSbzrP3SnH72a+yDfjFqSpdTv3LqIsXAHPA76OPPuLXX3/lzp07rF27lldeeYW1a9dS3cODbxcvxrN1ayZ/9hlhERGP8GgKV8q1kRJISzl3eQmU+vv74+XlxaBBg7ItE2uMZez2sQCMaTKGZuWaFUzDsxJ9CWVfexS/GamLVM83UZssAKmIpnz390f+4AMMVapgePll5H/+SV2l29igvfIKpiNHUDdtQh84EGxti6adgiAI+SACRIIgCIIgPLYyBgzUNav5rncv5vn58p7l/V4F+QkQ3Yy5w82YOzRr0ACj0ciMr78ujKYLDyhjkuSQkBDi4uLYuXMnALaKQrTJhFHTU8u8/vrrDBkyBEdHR5SBg3jm3Hn6LF/Bsc2b+X3+fEo6OLBg+XJUVSUrhw8fLrTjKSw+7abzaY2+ee45l9by5cv5559/UJTsgy+f/P0J1yKuUcGxAjPaz8i23EPRdeQr8zDsaoocdsK8SFJQa09DazAXpEd8K2MyIW3YgNKrFxY1a6J89RVSSMj95taogTp3LqYbN1B//hm9ceNH2z5BEISHJHIQCYIgCILw2JD++JNyN24g/fEnev9+6dZFRkYydepU5s+fj5eXFwsXLsxTnQmSysES4WwvEcz2dc9wMdI8y1D/yr3o1Ls16zdt57SvLw3r1Cnw4xHyL22wb926dbz88sskJCRw+fJlunTpAsA/TZsj6xpZhnvS5CiSZZkX1m/ApVEjSsXF4+LsDMDXCxcSFBLCR2+/jZ2tLYcPH6ZVq1aP4OgKVn57ziUkJGBlZYUkSTg5OWVb7vS903xz/BsAvu/2PQ5WDg/TzMzibiPfWIF8fSlSzOXUxbq9J2qzX9GdC7G3Ulbu3EFesgR5yRKkO3fSrdItLND/9z+0N95Ab9MGHsEMboIgCIVF9CASBEEQBKFYS5tzSO/fjzuVKqULDrVv3541a9ZQt25d5s+fT+vWrdm2bRulS5fOsj5d17kcdpkfTvzAc2ueo3Srg3Svc4pvy9/iYqQ/iqQgIfHH9c0caHIUesAH331e6Mcp5M+KFSsYMmQITk5OLF68mN9++828wsmJ/Xa25uGGyXLMWxUdTbuERFLCf7qus3nXLtZt24aVpWXqssdBjseZBzNmzKB58+YEBARkW8akmXhjyxtoukb/mv3p4dnjofaZSo1HurkG5WBPDFs8UHynpgsOqR6jMHU+8eiCQ5qGtHs3Sv/+GDw9UT75JF1wSK9cGfXTTzFdu4a6fDl627YiOCQIwmNP9CASBEEQBKHYqn/QG/sLYcQo+7McKnPv3j3mzp3Lzp07cXZ2ZuHChQwdOhRZzvo7sNtRt+n7R1/+C/zv/kIFyiVa0TXMmc6DP+KZsq2Z8dNnXK5zjx13DkAz2Kv+Q/Vf29Gvbk/aujWjpWtjnCwdC+eghVwtXLiQsWPHUr58ebZv3061atVS16lrVrPX25v2083/X3L7P5SRJEnsWr2aWwEBqQma/9q7l1tRUUzw9qZiDkmbi9r+/ftz7DWUcXheRgaDAUVRKFOmTLZlvj3+Lf8F/kdJ65LM7Tz3QZtqputIYceRri9FvvU7UlJkpiKaS3u0mu+juz37cPvKq5AQ5KVLkRctQrpyJX1zZRm9Rw+0kSPRu3SBbP7OCIIgPK6K7zucIAiCIAhPvVBjDBFe1qhZzMQUFhZG9+7d8fPzY9iwYcyaNSvbXkMAkQmRPLfmOXyDfbGQLWhToQ1dPLrQ/cv11ElwRNI01Mrm3hDuqgtzO3/B/ruHef/YZ5yO8OUaN5l9dh6zz87DUrZkaoO3mVj2E9Edu5Dt27cvXdDjm2++YdKkSXh6erJt2zYqVaqUaZu0gZBM/4ecnMyz3eUwhEqWZSqVLw9AojGRe5GhzP9jGYs2r+J/vbrx8pABuLiWIkFNJMF4EZNmopl7M5yss6+zOMhtyNmMGTPw9vbONsB6NfwqMw6a8w198cwXuNm7PVhD4gPuDyGLzpwEXretjFZ5KFrll8CuyoPtIz90HenIEeQFC5DWrkUyGtOvLlsW7dVX0V57DSpWLPz2CIIgFBERIBIEQRAE4bHSoUMHoqOj6d27N35+fsyaNYv33nsvx22MqpEBawfgG+xLGbsyHHj5AFVKmG88lbjdIGc9NKRD2VYcfX4TBy4dpd+nI4gpHUeZJi4EJAUy9dRsDoSf5pdmn+Nm41Lgxylk7v2zfv16Jk2aRK1atdi2bRtly5bNcrucAiHqmtX3n2QYSuUbfpGvfBew/fpekmSVBDURo2aEkeb1Jkz8wWb+OLY5U72utq4s7LWQ7rb1832cRS0yMhJFUbC3t882MbWu67y57U3iTfF0qNSBl+u9nL+dqAlIAZuQry9Durczdar61PoVW/TyL6BVHobu0vbRJKCOikJeuRL555+RfH0zrdY6dTL3FurdGywssqhAEAThySK+9BIEQRAE4bHSsWNHjEYjqqoyefLkXINDuq4zYvMI9t3Yh72lPRsGbkgNDmVFGTWa1pcuoYwaDZiHHHWo3pJd76/GdqcNcV/GM81zPLYGG3Zf202TDd3ZE3CoQI9RMAs1xnDby5pQYwyapjFt2jTs7OzYvn17tsGhB/GPUyTPNfCj0YaurPD/i1A1gqikaHNwKA0JCSvJCkuTBYY4A1K4BEFAFATFBfH878/z5uEpxCTFFljbHoXPPvsMLy8vLl++nG2Z5b7L2XN9D1aKFT92/xEpL/l2dB0p7F/kU29h2FQJw9EXke9tTxcc0kq3xdRkIabet1CbLUZ3bV/4waHTp5HHjMFQqRLKW2+lCw7pJUuivvMOSb6+qNu3o/ftK4JDgiA8NUQPIkEQBEEQHhu6riNJEs7OzuzduxcbG5tct5l6YCqr/FahSAqr+66mYZmGOW8QHU0bWQYtfQ+HhnXqsGbePP43fDhut0pzuNdGXvznHfyC/eixcyjv13uTjxu8g0EWH68Kw/r16zl37hzjx4/PMUdObvZe28v+G/u5EXmDG8GXud72DAHW5kCQhESfSt1wPmPFO6+8hbVihY3Bmp9/XMCkdydiKFcR6e7d1Lo0TeOuJDF33GgWs5u4JiYWXlrJ3rv/sKTtXFq6Fv9pzu/du8f8+fPx9PTEw8MjyzLBscFM2j0JgKltp1KtVLUsy6XSdaSADSh+nyBFns282rYSWuWX0Cq9BPZZ77PAxccj/fEH8s8/Ix8/nmm11qIF2ogR6P36QR7+rgiCIDyJxCcYQRAEQRAeC5qmMXz4cNq3b8/LL7+Mra1tjuVD40J5b9d7rPJbBcD8HvPpUrVL5oJOTuxVVTplM7Qmrc7t2nFu3z4qlisHwOFXDjN+wygWXVrFrDM/8Pe9Yyxt/y0V7Nzzf4BCJs6W9tj7hRFTuxRdu3bliy++4KWXXnqgurSkeIauH8qac2vSr7AGS01iaIAr745bhZdTVeacnIOXU9XUIla6JRayRbpZqg4fPkyrVq0o5+7O7D/XY/jgA7oN6cbwDa/iH32Djtv6M6HOKD5u8A6WiuUDtflR+Oqrr4iPj2fq1KnZ5h6asHsCofGh1HOtx7vN382+Ml1HCtyN7PsxcvjJ9KsUG/TyfZOHkD2CXkLJ7eHcOeRffkFeuhQpIiL9ant7tCFD0EaMgPqP39BAQRCEgiYCRIIgCIIgFFtpAwRBQUEcOnSI6Ohohg0bluMQlw0XNzB2+1gCYwORJZmZHWfycv2sc6akm/Uqh+m9U6QEh2JiY4nUdX5q9Tkdy7Zm9OEP+CfoBE039mBRmzn0qvCIZl16gvm0m84+dR8d25lzCr37bg7BiRzEh10h8tpe1pjikSWZIXWGUNulNpU0R6p+8TPVEuwoYZRR0wSFcpMSIAJzUmtra2s6Vu7I127TWBC6nF2RB/ny7E9sv72PX9t9Q52S1R+o7YXp7t27LFiwgPr16/P8889nWWa7/3ZW+a1ClmTm95iPhZL1cCsp5LA5MBR8MN1yrVRTtKrD0cu/ABaPYOY/kwnpyBGkTZuQN2/ONBMZgF63Ltobb6ANHgwODoXfJkEQhMeECBAJgiAIglBs+bSbjvceb6aPNk9PfuDAAUqWLJltcCg0LpR3dr6T2kukhnMNFvVaRLNyzQq0XZFRUdTv3Jm6DRqwacEC+lfpRePS9Xhx/1hOhp6h757hvFXrNWY2fh8rxapA9/20ad++PZ9//jkvv/wy7u7565kVHBtM5JVtJIaZgwQ1S9dkUa9FNHVvai4QEIAStSp5unIt+4rSePboHMKTYinvmsT2o3PY3ff+VO+RkZEMHzuB0qVKsXLJD4w7NpUz4edpsak3s5p8wNhar+ar/YVtzpw5JCQkMHXq1CyvqRhjDOO2jwNgbJOxNHFvkrmSiP9QfKch392abrHuVA+17gz0Mt3T9bwqFDExSDt3mgNC27YhhYZmKqJbWaH3729OOt28eeG3SRAE4TEkAkSCIAiCIBQb9Q96E2qMwdnSHp925qBQSEgIO3fupEuXLjkmJl5/cT1jt40lKC4IWZIZ32I8U9tOxdpgXeDtdHJ0pF/Pnng1apSaF6mqQ0UO9PiTD09+wbfnFvPduSUcCjzBivY/4OGYeSp2IW92796Nt7c3UVFRfP7553naRtd1/jz/J2/veJvE+BBAwrZsY44P3YeV4eECduFJsSiSzN2qVqgZklE7OTmx4ocfqFS+PF5Vq9KmTDNGHf6Arbf38N7x6UiSxJs1X3mo/ReUgIAAfv75Zxo2bEjv3r2zLDP94HRuRN6gklMlprWfdn+FGo8UtA/5+jLk22vTbaPbe6LWmYZevl/hDiMLCEDesgVp0yakvXszTU0PoCsKeps26M8/b+4t5OxceO0RBEF4AogAkSAIgiAIxUqly0Ziapt/nz9/PgsXLuT06dM8++yzWeZICYkL4Z2d7/D7ud+BLHqJPBA98yItEeIuI8X4IiXeYu4rTlAyFu6tQFdsQbHFSrZlTo3uPO9cnkmn5nIn4izPbu7BF80/ZUDVPoAKumZ+oIGugjHC/FNXzcsS75l/KnZgcHqIY3j8ZBUg7Ny5M+vWraNp07y9noExgYzbMY71F9cDYGXrgofSFt2jep6CQ8qo0bTWVJRRo1Hnz8v3MXRu1y71dzVK469OC/na50s+Ozuf945Np7RVKQZWfS7f9eam/kFv7MuEsf6gd+q5y8ns2bNJTEzk448/zrL30L8B//L9ie+RgJ87TcMh6gxSpC/S3W1IQXuR1Ph05XWbCqi1p6JXegkKI1F7fDzSyZNIBw4gbdmC/O+/WRbT7e3Ru3ZF69ULvXt3KFWq4NsiCILwhBIBIkEQBEEQitS+ffvo2NGcYybtkLIVK1bw1ltv4enpybp167IMDq27sI5x28el9hqa0HICH7X5KH+9htR4KtveRL4wG+nOAaSXj4FNEiQaMJzsgG5wQtKNEHcFSU9Kv+2trKvsCJxIHQ0VC/feNT/ySberiVaiPXqJduiOTUAuvsmOC0KoMQZFkgk1xqQukySJnj175mn7Y3eO0ef3PoTGh2KQDbzf6n0+aP0B/xz8JzWPUX6lBoxefAlcXaFv1kG7Dh06mH8xRSKHbCbw+gFun9+Na1VrJhvimOwBfok6xy6+zYUkH2pUGAg2ngXWyybUGEOElzVqmnOXnTt37rBo0SKaNGlCjx49ICkaYq8hxV5Dir2OFu1P0sUVnK2g4WmlYOmb/dA43coVreZktKrDQSnA3nr37iEdPox09Kj55+nTSElJWRbVy5UzB4R690Zv3x6sxLBOQRCEByECRIIgCIIgFJn6B72xvxBGjLI/Xa+HjRs3Mnz4cCpUqMD27dtxc3NLt11wbDDv7HyHP87/AUCt0rVY1GtR1jlSsqMlIV+Zh3zuE0ZWjYSU2bjtkn/amCDhOkWZqUSKPY8Sex7uzEeXbdGdWqGXbIdWoh3YVC7ClhWOtEnJb926xeuvv863335LzZo1c932n1v/0HtNb2KMMdRzrcei3oto4NYAIDUAmRfq/Hnohw+jJiegzqikhZ05B9G1JGK9SqQu79jYDfnkWOTry5C0eNwBdy+AuNQyta2gtpUOIYshZDG64oDu0ADdoVHyo0Hh9BrTTBB/Gyn2GsRc48L6n/lleCLd2kRisbEckjEkXXEFaJeai1rNVJ1uXQa9bA+0sj3Q3Z4FQ84zCubePg38/JCPHDEnmD5yBOnq1Rw30evVQ+vVC+2556BhQ5FTSBAEoQCIAJEgCIIgCMWKk5MTQ4YMoVSpUmzdupWKFSumW7/2/Fre2vEWwXHBKJLCxJYT+bDNh/nKLSMFHUA5/Q5SlF+mdbriQGCkNW6lbcAUCaYodB0kOy90u9rodrXwu55ErZrVwcmKIzs2smbdGlrW82LQc91AiwU1DkmLBzUOtHiiE4K4Gn2DGFMCmg4lrEpQzckDa4MtWNsCMhcvXaZ6jZqQmATISAk3kWJ977dZi0MK3w3hu1EA3boSmusAtNITH/BMFw0fHx+qV896Rq+UHmRTR0ylS5cuHDp0iCtXruQaINp/fT99/uhDXFIcHSp1YF3/ddhZ2uW4TU5apQkOpQsYubuzO3mmuznH5jBh6LtIAZuQL/+IHLQ3y7ruRkhcDlRoVtcTq6QrSLopdZ2kRiNF/A0Rf6cu022qoTs0QnNoiO7YCPQyOTdWjYeYqzQx3aWsHkdpNRbZ92OkhECIvWkOCsXdTLffbhWACoB2GTKn7kllkixQHDzR7aqg21UBuyropVuhl2z0cD2fYmORjh+/Hww6ehQpMjLHTXQvL/RWrdBatkTv2BEqV37w/QuCIAhZEgEiQRAEQRCKTMZZyo4cOcInn3yCjY0NW7ZsSRdICIoN4u0db7P2gjkpbm2X2izutZhGZRvlfYfxd1B83ke+9XvqIh0JvUJ/NLdn0dUqYOPBL1/NZcKECckFNObOnc17499P3WbLqjnUbN0J3N1puWEZ7x2xZ/7uyzQ+XgaPZUsz7dYW8FKNzPFdwGc+32PUIrCWfPmkyUTebD0Fg2xg2W5vpr8+HZIDEAAYQ5AiDiFHHESKOIiUdL+nh5RwA+XmbOSABWhuQ9DcXwNL17yfiyLi4+PDgAEDsl3foUMHPv/8cw4dOsSbb76ZbQLlFLuu7uKFP18gwZRA5yqd+aPfH9ha5KNHi4MDhzSVNrKSbZFWGXsTmSJpVvY0hpMdkBLTjzPUZVvwcUL3d4UQG/4Z9Cr9Z7xB+xYl2LXiLPGRx/n15PtU0O7RxkbGRUk/e5oUfxkp/jJykHkmPt3XCd2uHrp9XVATkJKCwBiMZAyGpGAkNRqALWkrOX8gT4euI4FNueTgT2U0uyp8eeYPNt89T/kybVg+aDd6FkM78+327fTDxXx8kNTMPZNS22Vlhd6kCXrLlqkPSpd++HYIglBo4kJCuLpzJ9F37tBy4uP1xYVwnwgQCYIgCIJQ5CIjI/nkk0/48ccfsbKyYuPGjTRo0CB1/R/n/uDtHW8TEh+CIilMajWJKa2n5L3XkGZEvvQd8rmZSOr9mae0ko3RGn2HXur+tOeZSDKann3wQI6JYU5VDzqc8WGSny9rsylnqVgypf44XqjcgzGHP+DvwONMPPEpq25t5eeDJegU44AycBDq13PTbFQa3bUPqmsfc2Lr2HPmYFH4AaSoE0hoSKYolDvzkQOWoLn1Ryv3BlhXzKYVxU/aHFQABoOBmTNnUq9evVxnLdt6ZSsD1g7AqBrp4dmD1X1X53vWOnX+PP6ZM4eWKQHBnET6IV+ZjRy8jmcqx0Pi/VW6nQdatTFoVp1RfhgDsgyaxvNdu/JS374s/+svfC5eo36t9vRru4UOW/tz+e5VupSqwu9NRmKfcAEp+jRS7Ln0vYySIjP1MsoP3eAI9uYeQLGSK0lWFXB0b2AOCtlWAuX+NfSbz298eO08NgYblnRfiPQgwSGjEenMGXMwKOVx82bObXR1NQeCWrUy/2zYUOQREoRiTtc07p46hf/27fhv307AiROg6yiWljQeMwZLuwfvxVncLF68mCVLlnDrlvkLgRo1ajBx4kQ6d+6crpyu6/Tv3589e/awfPnydPnzbt26xfjx4zl06BB2dnYMGjQIb29vDIbiFZIpXq0RBEEQBOGpNGfOHL777juaNm3KDz/8QMOGDQFzr6G3drzFXxf+AqCua10W9VpEwzIN81y3FLjbPJws+lLqMt3SGbXuTPQqrxRIkuC2Tk70K12aP0NC2Hf4MB2zyV8DUN3Jg70bSjGldC0WVr7EqXunaF5NYtLtynS8ViWHA5HBvg6afR0oPwbiryPfWYAcvBZJMyLpRpR7K5DvrUYv3Qu1/Giwq/HQx1bY9u/fnxogCg0N5eWXX8ba2prly5djbZ19sGf9xfW8uO5FkrQknvd6nhX/W4Gl8mBJvDP1EEpLV5HC9iDf/RU58nCm1ZpbF7Sqo9BtWkBEJNK5yxAeDpoKxiTkH39klqZRE7g8dSoNRozA1c2NHXVn0/7f0ewMu0aP/9aytcsybA025inkY84iRZ8yP2J9kBIDMzdLtgNLV3RLF3CsyIrQ60SGyASUdWFG/dHo1m5gUx4sS6Xm53lvzBiWL5/JyZMnqVamWrr6AmMCmbRnEgBT207Fo6RH3k7e3bvmINCxY+bHyZNICQk5bqLXqoWWEgxq2RI8PEQOIUF4DMSHhXF11y78t2/n6s6dxAUHZyqjGo3c2L+fanmcXOBx4O7ujre3Nx4eHui6zqpVq3jxxRc5cOBAuiHQ8+bNy3JWSFVVGThwIG5ubuzYsYN79+4xevRoLCws+Pjjjx/loeTqiQkQaZqW7meBUlXzoyhl1YaCblNW9ee2j6I+Lw+isM9jcW1DFvtId908iv9jT4r8npcHOY/5vfbyUv5RtPtJlNu1k4fyQtZOnTqFl5cXuq7z7rvvUq1aNQYPHowsy5hMJv688Cfv7no3dUaqSS0m8X6r97FULFHzcp7jbmBx5n2UgA2pi3Rk1KojMNX62HzjrOmkS8KbXK+u6+n2ke1zVUXRzTXPqlKFjaGhTJgxgyMbN6Io6XsdHTlyhJYtWwJgGRXDrFhn3rndiLdHVeTPC3/yeYVr2JgkJub1/5BlBdQqn0KjTzH89zlK4CokLRYJFSlkA3LIBtRSXTFVnIJuXT7nuh7R/9uUc5jys+Gh6TiUCWfdgY851fpjRowYwe3bt5k/fz7VqlXL9nX+8/yfvLLpFVRdpV+NfizptQQFJW//L9I3CIDmzZujmkwQEwNRUUiRkUihd5BvbUe+cwA5IhxiSX3osTJJsXZYJNkhxRxHidyFpOtZ72P2bMoBUwBOnjQ/gCrADUki0F7itv2/nF/Qlsa1O4NbGfQyZdDcaqC7tkNvWR8p/BJSgj+64mDuVWbhAkqab+fd3ekPTJ8+He+h3pjS7j/N36nu3bujaRpVqlRJd67CE8IZvG4w4Qnh1Hetz7gm47I+l8m9g+Rjx1IfufYOsrFBa9oUvWVLtJYt0Zo1g5Il0xcqjM/vxUUBvfdmvHYexT4LVHH4jJmXe53Cvr/Kan0xvt/SNY1AHx+u7tjB1R07CDh+HD0P1+uVbduo2q3bI2hhzrK7bvTkv9dRUVHpAjpWVlZYZdF7sXv37umeT506lSVLlvDvv/+mBojOnj3Ljz/+yN69e6lRI/2XM3v37uXixYusX78eV1dX6taty5QpU5g2bRqTJ0/G0rL4zFD6xASIbly/DsC1a9cKvG5TdDSGoKACr/dh22CKji7QfWRVf27HXdBteBQK+zwW1zbk9Fpeu3YNU2xssTg3j4P8/j14kPOY32svL+UfRbufRLldOxmJ85Y3//77LyNGjOCVV16hZMmS3Lt3jyZNmnD58mVCE0L5zOcz9tzdA4CXoxczGs2gRokaXLuS+/u8pCXiEroUt+DFyPr9ngyxNvW4U3YK8TY14FowkPmbz5TXOykpCX9//9Tl2T03RUdTU1VBl6hgsOCtMmWZc+ECc+bNo1+GD5QHDx7E1dWcI6iqtTXHZInmmhUf1fiIdht8eKv6ZT6uchXH47/xrHObPJ9Lk6srBtMA5JLdKRW/Eef49Rh0c8JfJWwHUth+gm0HE2rbD13K+kNoYf6/9fHxoX79+umWXblyBYCg+EhCqxpQ4yOZMWMGmzdvplu3bjRv3pyLFy9mWd+WW1uYenIqGhq9KvRistdkrl7JecartKSkJKz9/bE5dw67U6ewvnwZy3v3UKKjkfIYqJDQsCQaeLjzJuk6ZaKhTDRwNwR8VmVZTrOyIsnZGZOzM0mlS2NydsZUqhS6oiCZTOjW1kgmE51OnSIqMBBMJqQsHp1MJp4xmUjq2hXJZAKTiaTEWO5F+PNNUiJWmkRFq2AsPq+Vuk3aumSjMcfcQQCJ5csTV7cusfXrE1evHvHVqoGFxf0CQUHmx1OioN97U66dR7nPglAcPmPm5V6nsO+vMiqO91vGqCiCjx4l8NAhAv/5h8TQ0Dxvq1hbU7pZM5QqVbL9G14UMl43kiRRqVIl6tSpQ0xMTOry999/n8mTJ+dYl6qqrF+/nri4OJo2NQ9Pj4uLY8SIEcyePTvTrKsAJ06coFatWqmfAQCeeeYZxo8fz4ULF6hXr97DHF6BemICRJUqV+b61atUqVIFuSCS6aXl7g4ODgVbZ0G0wd29YPeRVf25HXdBt+FRKOzzWFzbkMVrqWka165dM1835csXj3PzOMjv34MHOY/5vfbyUv5RtPtJlNu1k/E95yk/b/v376dDhw6pz00mE4GBgdy9e5eAgABcXFxITExk0KBBHD9+nBEjRrB27VqqV6+Oruv8fv533tv/HmEJYRhkA5NbTmZiy4l5Hjok392G4cwE5Nj7AQPdyo2kOjNRKg6mYm7DyZJfbwsLCzw87g+xSfu8y/G52JePY0/oBna2nYNBUUAxfwP5YYWKLDUmMm/ZMsa88goO9vZZ1sHCBRyeO5cW771HdXd36t6ryGWHBL53v8WUK7Np6dmMeqVyn9odyHB9N8CkTkAP+h1DwHykpGBkEnGL+xUX7QCmytPQSmQRfCqk/7cND03HISKc6ODznG7jjcXgIXQxmagzbTpJq1ZiCDAgSzIm/0C+/noJlStX5tdff8XJKeup3peeWcpHJz9CR+flui/zY7cfUXJILo3RiOTnh3z6NNLp08inTiH5+iIZc5i6K490RQEnJ/RSpaBEifs/LS1R9h9AtzCAYsA0YTzK4l84nWRk8Rkfqpcsydju3ZECA1MfBAchadn0QALkxESsAgKwyipHVhplAI4dy/exlLp/VEDO+0hLt7FBb9wYrXlz86NZM3BzwwawyXcrnlAF9N6rqipXrlzB09MzU+/EwtpngSoOnzHzcq9T2PdXGRWD+y1d1wk6c4arO3dydccO7hw9ip6PXkulqlWjateuVO3alQpt2mDIYWjwo5bddaPrOkajEV9f30w9iLLj5+dH165dSUhIwM7OjmXLlqX2FJoyZQrNmjWjR48eWW4bFBSULjgE4OLiAkBgYOYhxEXpiQkQpXxAl2U59z+a+aUo5kdRyqoNhXGcue0zt20eB4V9HotrG3LYR+p1UxzOzeMgv+flQc5jfq+9vJR/FO1+EuXl2slj+SfRvn37aNeuHYcPH8bX15fffvuNcuXKERAQQEBAAIGBgemG4jl2rEX1Pm2JsTiIzw8/ABAWFkZwfDBjt49l46WNANR3q8/CXgtp4NYgbw2J8Uf5bzzy3a2pi3RJQfN8E632VCQLJ/L0yiS/fpIkpXtt0z6PMMURXdUK1RRnXiZB8j84WhiYPmECoz/4gJ0HDzIgzQxc2daZXMecq9U5bxPL7pJh9N//Bod7bcDVJg8zN2W8vhUHKP86pjL9kW9+g3z3NyRU5IRrWF54Gc25J2qVj8CqbKbjLmhhSbFEelmjJsWiKApSZBQddQ1Jun/tSEDMwkPoqsry5cspVapUlnUtPLWQN7e/CcDIhiP5rtt3yGkDfkYj+PoinTp1/5HHYJBeWkGyV8EOsAfsQLe3QC9TD61ce3CtZg4GeXhAUhI4OYG9vTlvTsabt4AA9FGjU2dGk7p1Q1q2nEbWVpyoUoWS48ejduuWPrisqvx+fAnf7J2JezSMK9mNjrIH0r17EBmJdOMG3LuHVIg9CXSDwdzTJ6uHwWB+WFmh16iB3qIFWosWUKdOau8gCfJ2jT1tCvi9V1GU3O91iuP7fXF4r8zLvU5h319ltb4I7rcSIiO5vmcP/jt24L9jBzG5BJ/TMlhbU6ljRzy6dsWja1dKpvkypbjKeN2kDDFzdHTMMmdQVqpVq8bBgweJiopiw4YNjBkzhs2bN3P16lX+/vtvDhzI2+yRxd0TEyASBEEQBOHR8Pf3Z/HixfxRMRBX3ZZo9nLtuW9ITDRP6eRz+jRlra2pULcuzZs3R9M0mjVrhru7O+Ojd3DbyxrVaO7Sres691zvMXjhYMLiw7CQLZjSZgqTWk7CQrHIqRlmpjjkC18iX/wKSbs/pZTm0g614dfgVLdQzkFOXhkwAAsLC/r36pX3jZycOKiqrL7TihaV/LgSdY0B+0axpfNS7PIzZXtaBke0qh+jufVD8f8YOfpfAOTQLUjh+9AqvI3m/hrIeTjPOcg4C9mDcJrcjR+kZ2nWrFmW63888SPv7noXgLFNxvJVu8+QT51OFwzC1xcpKSnXfenVqqHXrQruYUgl/0OqmIRkmya/lHVVNPeX0Vz6giGL3gV5uJHKbma0N8qURc3qG2ZFYUDLEdywN/HhyS/YyHZ+afs1L3pMTL/PuDgIDDQHjoKDQdfNARpX1ywDO7rBwK179+j9v/9Rt1Ejlq5aBRYWfPffPD45+gVJMnSp3oNf+y7Hzso+c7sEQXgipPQSSgkI3TlyBM1kyn3DZCU9PPDo1g2Pbt2o2K4dFjZPXx9BS0tLqlatCkCDBg04ffo08+fPx8bGhmvXrlG5cuV05YcNG0bLli3ZvHkzrq6unEzOP5ciODnBd1ZD0oqSCBAJgiAIwlMs48192uenT59m165d+Pr64uvry9atWzl//jyOjo7MmTOH0q+0hYa1kBSZH3/8kbLf/0AdB0fKWlmh6Brq9m3UP+iNvV8YK2rH4tPuJSbvPg2AlhTH0jNLWe23mt3XdgPQwK0Bi3ovop5rHsbi6zpSwAaU/yYixd24v9jaHbX+F+gVBhTZrEiKojCsXz/AnKto+MSJnG9soKyrNduPzmF3C3PQIO3MWeqa1Wj79uHYsSPrzv9Nm819OBz0Lx229WPdM4spb1c2y33liV0t1Lq/owWtRbkxCykpFEmLQ7nxOXLQ76jlx6CXeQPk3IfxZRUMSjsLWX5p8UYUW2tkJxv6Pts3yzLfHvyS1Ws+YuRdeEWtS/P1h5D8nHMNBumSBNWqoTdqZH40qA9uAciBvyAH78jclpId0cq+gl6ibYHMbJeOg0NqjyKAk2fOEBgQQI8MSVwn1BlFUHwI355bzIhDE7kSdY13nT/GMaWArS1UqYJexTzb3eHDh83/j3IYgjJ9+HDOaRrffv45SeXL8ua2N/ntzG9gDW83e5tZnWblPExPEITHUkJEBNd278Z/xw6u7txJzN27ed5WsbKiUvv25qBQ166UqlYt942eMpqmYTQa+eCDDxg6dGi6da1bt+azzz6jW/Lf+KZNm/LVV18RHBycOrRs3759ODg4UL169Ufe9pyIAJEgCIIgPMUy3tzv27ePxMREvv76a/bt25e6vFKlSgQuW85lP19e7dqN//77j2rVqvHpp58yffR0aAfKylWQcqOZnE4l1BhDhJc1psRozgSdQQ88Q9Tt88SqQQw/vRgAC9mCD9t8yMSWE/PWayj6Isrp95ADd6Uu0iUDmtfbaDWngEUR5w1M48z586zfvh3b2CrwcivUpNjUdRmnVk95Hao7ebC582+8sHckPmHnaLX5Of56ZhFNSqdP9Jwvkozu1h+TcxfkG3OQ7y1HQkeK98dweTz67a/RvN5Cq/J6jufvYYJBGV27do3w15ZiO6wF5Z9vYV6YkGAeFpbcKyjw72285X+XCamjFM9mWZcuSeDldT8Y1KgReoMG5tweiaHI15ag+I9A8k0/45au2KO59kcrOwxsqhTIcWVFnT8P/fBh1Fat2P333/QYOpRnmzfPFCCSJIkvmn5IaGI4y/3/YqbPd8y/tIL364xmVPWXsDakz+2RGiDKxpUrV1ixYgXt27enXrN69Frdi/039iNLMt90+YZRjUcVyvEKgvDopcw4ltpLKJ+5hEpUqZIaEKrUoQMWtg/Ye/UJNH36dJ599lkqVKhAdHQ0f/75J4cOHWLt2rW4ubll2QuofPnyVKpUCYBOnTpRvXp1Ro0axbRp0wgKCmLmzJkMHz48x7xHRUEEiARBEAThKZK2B0j9g97Ylwlj/UFvjjefwpo1a1i0aBGzZs3CYDAwZMgQGjZsyCuvvJKaNPgvb28sBg+iVh72lWBKIDHiBkkR10mIuEaTEz+kW9/ArQE9q/VkUO1BVHfOwzdophjkc58hX/oWSb/fe0RzfcY8nMyxRg4bF5ySFnbYXYog1qtErmUb16vH4Y0bGRe0Doer0YS7WbJ41SqG9euHhUX2wbDmro34ruxUPgn/Cb+Ii3TaNoDFbb6if5V8DFvLisEJzeMTNLcBKNdmIEedAECKv43iMwn53Ew0j5FonmPBJudeS8rAQRAZSSd7e5SBg1DXrM5XU+LDw/mfkwveak1qrbiHNL4p+PmZZ85KllULdEmC6tXTB4Pq10+f6DU+ADlgFdJ/m5AC96b7/wKgO3iZ81NZPgOGRzO0KiWQ06FlS94ZPhw1zcw5acmSzOI2X9G7YhemnvySS1FXmXTiU77zW8zUBu8w1PMFDHLePsJ/9MVHqPVUpP4SNebVIDwhHHtLe1b0WUF3z+65VyAIQrEWHxaWrpdQbD4SHiuWllRo2xbP5KFjpby88pyP52kTEhLC6NGjCQwMxNHRkdq1a7N27do8f2GiKAqrV69m/PjxdO3aFVtbWwYPHsyUKVMKueX5JwJEgiAIgvAUSdsDJNQYQ3hVC6JXHMBr6K/cvXsXS0tL3n33XcaOHUuFChXw9vbOdkapTJyc+FOKJcrqJpvLRLD767LEpukxY22wplPlTvT07El3z+6Udyyft3p1Hen2Hyg+7yPF37m/2KYCaoPZ6OX+90iHk+1uMYE5h+YwYdiEHMul9O6o7eXFXq/3mXN0DhH3NEb/9AFf/vQTU8aN48W+fbP9MHb1xGUOvr2WoQfeYuvtvbx4YCyXoq4ypd64h/8Qb18Xte4faFH/It+ZjxxmHuYnJUWiXJiNfOlb9EovoVZ/Fxzy1/094zA023gj5e9GIG3aBLduosTEIMVEU69NG/4wmeCnn7KtS5UgrJIrzq07pw8G2WcI6ug6RJ1DvrMJKWAjctiJTHXpSOhlu6N5vonu9ox5GFk+ErMWFIPBwJcffcScOXOyLSNJEv+r1I3eFZ5leeheZuzz5nbcXd44/D5f+S5gRqOJ/K9St0zbxSfFc+jWIXZd3cXmC5u5UuUKVIH9IfsBqOxUmT/6/UF9t4fojSYIQpHRNY17p0/jv307V3fu5M6xY+hpJoLITYkqVaianFy6UocOWNrZFWJrnxzff/99vsqHh4dnWlaxYkX++OOPgmpSoREBIkEQBEF4SigDB9FJVdP39lBkEvdfRJateW7ScBJRqTy8GxUqVEjXw8in3XSAdFPYpzzXdI2dV3cyr2882/13oqeML0sC2cIO65JVsHCqzI0+y7HNb8LlSD+U0+8iB+9PXaTLlmjV30Or8T4YCv/DrTJqNK01FWXUaNT584DMw8OyktXwn/fHjMHBzo65P//MiEmT+OKnn5jy8ccMHjw4y5mJHCzsWdtpIR+c/Jxv/BYx/fRcLkb683OrLzINN3oQumMTVMdFqPaRKBe/RrqxAklPQtKMSNeWIF37Bd29N1qNCejOLdJtm/J/6MCHH9L+5ZeRdu5EunEDq2XLUBYuhOvX8bvkS+mohOQtVuXcFllGr1GDf8vqLLc4z0l3GDB4JmPaTyTLQRK6ihR6DOnORuSAjUgxV7Ku16YCWoUX0DxGgr1nPs9Q4dF0nXlLl1KnenXaNm+eZRmDbOCV+q8wqGQ75l9czhdnfuRS1FUG7R9NI+e6SPYmTu2/RpxBJzIhkpP3TpJgSrhfgQ41HWvyv3r/o0vVLjQr1yzPvY8EQSge4kJDubZrl7mX0K5dxAUF5XnblFxCVbt0MecSEr2EhFyIdwhBEARBeFpERtJJVogxJrJy8WL0ijqSLOM0tScXB/yEpaUl3t7ejK6cfZfptD1DwuPDOWN3hjHzx+Af7p+6vHHZxvTw7EGvar3odXYZBllB1bX8BYeSopD9PkG+8gOSfj88oJXpjtrwq0d7ox8dTRtZhjTf0uYlQJQVB3t73n/zTUYNHcr3v/zCt4sW8dprrzFr1iw++ugj+vfvn2mqcEVW+LLpR9Rw8mTskY9YfXUDV6Nu8Gennylj6/oQB5aGY03Upj9DnWnIl79H9l+IZIoy5ym6vRHZZyOasQ49L1kjT5eQrt+A69eRrl9n+p07yLNnp1bVPk21pbPZnQro1asjN2uW2jNIrVuHd//5iHknzUG477t+zxuN38iwYTxS4B7kgE1IAZuREoOzrF93qotW7jk09+egRIMiS1iek8joaGYuXoy7mxsnt2/HNodZgawN1rxTezivVhvA136L+NZvEadCz4I1nLx+Pl3Zcg7laFaqGeu/Wk+78u3YtXFXNrUKglAc6ZrG3TNn8N+/n6sHDhDg45OvXkIlPTzu9xJq317kEhLyRQSIBEEQBOEJVP+gN6HJU8k7W9qn9gAC+MDfn59Gj8Zpem8MzaqilHHC0tI8g1XaHkI+7aazT91Hx3bpA0Y+gT7MPzmflb4riTfFA+Bk5cQr9V9hZKORVCt1f7YTyXd5/hqu60g3V6D4fICUeD+Xgm5XBbXBV+hlexbLm/2Msup1lJaToyMfvf02b77yCt+uWcP333/PsGHDmDVrFlPHjuWnEn7Yu0amm/XsNa9BVHWoyMB9ozke8h+tt/RhUNXnqRHahJp6aao7eeBgkc98OqoKEREQEYEUGgp37sB1J/Srz8H5I+YgUIgKKsj40hqAf9NVkd2roUsSuLujV64MlSsT5+bGD/PmsTE+nnE1atLvjE9qzyBN1xizbQxL/luChMT8HvN5tcGr5pWJoUh3t5qDQvd2IqlxmfeFjO7SBt39ObRyvcGu8BJO51VuQcSSjo7MmDCBiZ9+ivecOcyeOjXXOp0sHZnW8D3G1BhGk92jkXQdJIXpLV7H1sKW2i61qVW6FsOGDUP31fnkp08K6nAEQShEcWFhXD140BwUOniQ+LCwPG9rsLamUocO5qBQly5ixjHhoYgAkSAIgiA8gUKNMSjJU3WnBIpSzKhalWoTxrOgTiAO58KJqV0qdV3GhIspz5PUJNZfXM+8k/M4dOtQ6vo6LnUY02QMg2sPxs4y83AvZ0t7Qo0xOFvmErjQNaS7W5AvzEYOPXp/sWyNVnMSWvXxoGTfw6LYyaLXUVZKOjkxbdo0xo0bx9y5c/npp58YPGYMFd5sj3NLz9RZz5RRoyE6mmccHDj05Xr67H6dy1FXmX12XurEXrIk827tEXzm9SZSUBBSYCCEhCCFhUFYGISGpv6euiw83BxkeEB6STsCrO0p27qtORBUpQq/HTzI0I8/hooVIXl2lpMnTzJo0CBuxMczplw5BpZ1Tw0OqZrKyC0jWXZ2GbIks6jXIl6q2gb58vdIdzYihRxK14ssdd+KDXqZLmjuvdHL9gCr7PorFY289DIb++qrrN26le+WLOGFHj1o0bhxnup2tSmNS4k6KJKMqmu8Uv+V9PWOHYuHhwctWrTIugJBEIqUpqrc9fHBf+FCrm7eTMCZM+ZcanlUytOTqskzjlVs1w6LHHogCkJ+iACRIAiCIDwh0iYHTgnMVLpsJKZ2KQ4fPsy5O7d5o0IlSlpY8Oabb/Im4L3X2zxNfTbuxtxl0elFLDq9iLsxdwFQJIX/1fgfoxuPpk2FNjnmM0jbcylLpljk68uQL3+XKYeM5v4caoM5YFc5T8dfkB50CNmDcnZ2ZubMmbz99tssnDuXtXVD0xeIjgZZhuhoqlm5c7z8dE4f/J2EW1eRgkOwDQrDJSKJclELsDQuKLB2mWxtUTw80CtXZp98nur2gZQvEw0ugAtI1rG4Sjq6VyW0amPBxp0rt29D8jfYuq7z888/M378eCRJYn6DhlQqVw7dwtxjzaSZeHXjq6w5t4bGVjJLGj1H3bvfIF14Lcv26Jal0d17oZV7zpxo+nEKGmZBURR+/vJLmvbowYhJkzixZQvW1g+fW6p58+Y0zyavkSAIRSM2JCS1l9C1v/8mPotExtkx2NhQuWPH1F5CJT08CrGlwtNMBIgEQRAE4TGUMoQsZfhY/YPe2F8I44a6Od2QMu+/valZsiZdhnfBSlX5n1sZXA25v/2HxoXywb4PWH52OSbNPO24m50bwxsOZ3jD4ZRzKPdwBxB/B/nKT8j+i5CS0n9I1h1qmGcnK9P14fbxEB51gCiFq6srH771Fn/9PR3NaOLmwr85GLmZjqGhSDHREBmFoW5dShiN5G1y3azptrZQqhR6qVJQqhSUL4/u4sLO//6j88iR6FWqQOXKeH/zDdNnzABgyO7xKJJM46S7jEr4lx5J15DQsdDj4OJXyJe+Q680hMYlg83JrTWNpb/9xqkjR3nnudK88cYbVChfgeMnTqA1bYbmv5jFp3+mVfhpvqgMlSw0CFmfua12HuaAULnnzImypczJvB9nNTw9mfrOO3z05Zd8+t13fDpp0gPXdfHiRS5dukSvXr1EIlpBKGKaqhJw8iT++/fjv38/986ezdf2zh4eeHToQNW+fanYti2GAggeC0JuRIBIEARBEB5DKUPIUoaPhRpjiPCyRuH+kDJd1/nnn3/4/PPPcXd3Z2O58rhaWoGW5ZxQqdusObeG8bvGExxnTgDcqnwrRjcezf9q/A9LxfLhGh5+GuXyd0g31yDppnSrNNdOaF5vmwNDycPjHgsODhAdzSE7W9rISuqyQ5p6/zl5DDqpKpw/T/89F6h39g61T93E88jYPDVDt7EhurQDJw3B3HbQsSlXiV4NB2NwcTMHg5ydoWRJcHaGjDca7u7mIGNlL8a7nMGn0QtZz3oHnLQoy2uGntxuPhLl4jdIN5aZZz3Tk5Cu/8YL5YB/twIwvK75ASEQNBOCoLUCnFoMwFiAEpmPRSvZBL3cc2juvcGx1mORd+phvDdyJH9t28ZXCxbQt3t3GtWt+0D1zJw5k9WrV3PixAnq1xdT2QvCoxZz7x5Xd+7Ef8cOru3eTUI+eglZ2NpSuVUrqrZvj0eHDpSoUMG8wt29kForCJmJAJEgCIIgPIGMRiNjxozh4MGD1KtXj/Xr11Np+Igct7kZeZNx28exzX8bALVK1+Kn7j/RqsJD9qbRNaS725AvfZtuunoAXbJArzgI1estKPF43tCmJKH+Z84cWk6YkLos7XPIJkAUFYXk54d05AjS0aNIx44hRUeTU7pivXJl88xfDRuiV6qEXreuefiZoyM2kkT07X2M3DeKBPUG9Utt5Ovm02jj1izX40gJMqopOauSZ73LNqDoUB21yTyo4418+Qdk/5+RkiJy3U+WxyRZoLt2SA4K9QKbh+yh9pgxGAyMffFF3pg6leETJ3J048bUxPHZKWlhh92lCGK9SqQu++KLL2jbtq0IDgnCI6KZTNw5dgz/7dvx37GDwP/+y9f2pWvWxKNNG6p26ECFJk0wJOdtE4SiIgJEgiAIgvAEcLa0x94vjBvVLCmRqNCrVy/2799Ps2bN2LZtGw4ODtluq+ka80/O56P9HxFjjMFSseSD1h8wseXEh+sxZIpDvrEc+dK3SDGX063SLUuheYxE8xgNNmUffB+PQha9gR6IrsONG0gnTyKdPIl86hRcvJhjkmjd0hK9fn24E8DapCTalStHqfXr0hdyd4eAgNSn3ct3ZNOzv9J/3xv4hJ2j07YBvFC5J583nkxlhwrZ7ivl/1DapOVZrb9RzTJ90nHrMmh1P0Wr8T5v7hqCo25CNZlocdFAg4YN8fDwAMzHmGCM54dj33Mt+jqWigWjGo+iuntrcz4hC6fcz+ET7N7t20x+800++eYbvvjpJ6a+806O5Xe3mMCcQ3OYMOx+ELJs2bKMGJFzIFgQhIcTc/cu/jt34r99O9f37CEhIiLP21ra2Zl7CXXogEf79jg1a5bu77cgFDURIBIEQRCEJ4BPu+l47/Hm5a4v8/zzz7P/4kXGjBnDnDlzMKTkHHJyYq+q0km5H+io0qwKHZZ24Ogd88xhLcu3ZF73edRyqfXgjYm/i+w/z9yjxJh+ql7dvhqa19tolV4Cg+2D7+MRUufPQz98GDWXIWIZewgZTCakEydSA0LSqVPmqeRzoJcta+4Z1KgReuPG6LVrg6Ul+3r2YoCfL43iYtkVE4ODfc6zwrUv2xK/vvuYduorFl9ezdrrW9h8cxevVBtA74qdaefWHGtD+mFmKf+Hskta7tNuOvvUfZlmuktl4cAGS6/UmbW+nPQVAEY1iX/v/su+6/tYe34tZ4OvY29pz4YBG/Cq2JYHn0PtyfP+mDHs/ecfypUpk6/tli9fzoULF5gxYway/BgNzxSEx0R8eDgX/voL35UrufX33/na1qV6dXMuofbtqdCkCUouvQMFoSiJAJEgCIIgPAYyJqXOiqurK23btiUkJIS5c+cydmz63DXqmtXs9fam/fTpGFUjXxz+gllnZ5GkJWFvac9nHT9jZKORyA+a/yfCB+XSd0g3VyPpSelWaS4dzPmFynZ/vPILJctL/qBWHh5IW7emBoTeO3MGZf78bMvrigI1a6K1a4feogV6y5bmqeHv3s1U9tkSJfi4YkVm3LzJwNGjWb94ca5DkFysnfmx1We8UWMoE47PYP+9Iyy4uJwFF5djZ7ClU9nW9KzwDN3Kd8Qdc46LDh063K8gi4BitsGhZEmXAonZdR7b11pxPeI6k/ZMYtfVXcQmxaaWsTfYs2nAJlpXbJ1jXU8yZdRoWmsqyqjRqUMUASwtLdn7++/ZJpg+fPhwpv+Lfx87xhtvvEGZMmV45513KF26dKG2XRCeFqaEBK5s3YrvqlX4b9uGajTmaTtLBweqPPOMecax+vVxFDmEhMeICBAJgiAIwmMgY1LqrFy8eJHY2Fj+/PNPevfunWWZDh06cDboLK9teg2fQB8Aenj24Ptu31PBMfvhR9nSNaR7O8z5hYL2pl8lGdArDkSt9haUbJj/uh8HV68if/018ubNSHfu5FhUd3Q09wpq3NjcQ6h+fbCzy3MC0o8rVuJuopGFf//N8IkT+fXrr/PUW6ReqZrs6LqSXQEHWXdjO9tu7yUgLpBNt3ax6dYuABqWaUgPzx70qN4DTdeQJTldQDGv9F2XiN/uh13nUjRZ3ISoxCgAnG2caV+pPe0qtKOmXJMW5Vrkuc4nUnQ0bWQZNC3TqpTg0M07d3hzyhR+XLyYism9ADMGiELCw+k3ciTW1tasW7dOBIcE4SHpmsbNv//Gd+VKLvz1F4mRkXnazrVuXTy6dqVqt26Ub9kSxcLCvEIMHxMeMyJAJAiCIAiPgYz5YVKeR9cqiaqqKIrCV199xahRo6hVK+vhYaqmcsLqBNOXTCdJS6KUTSm+7fItA2oNyP+U2Go80o0VKJe+RYq+mG6VblESzWMEmufoJzPZsKoiHTiAvHQp0oED2eYQCilZklKdO6MlB4WoWtWcTPoBSZLEjx4eBNavx+oNGyjj4sIXH35ITq9cSkBBkiS6lGtPl3Lt0XWd/8L82Hp7L9tu7eVEiA+n753m9L3TzDw0E1dbV7p5dqOHZw+atmmaa7tMJhOxsbE4OTlxYcV2Wn7akmsRBwBoUa4FX3f5moZlGpqDTqrKxYsXc6lRANh18CA7Dx7Ex8eHio0bZ1ofEhbGb5s3ExUTw/r166lXr14RtFIQngxB58/ju349flu2EH37dq7lrRwdqfLss3h060bVzp1xKPcEvtcJTyURIBIEQRCEx0Bq/pd2HVOf70rcxR8r/mDcmnH8+OOPWFhYZBscuhR6idc3v86xO8cA6FmtJ/O6z6OMff5ynZBwD/lKSn6h9Pl0dHtPtGpvoVUeCga7/B9kcRcairxmDfKKFZl6C+kWFvd7BzVujN6wIX7nz+dtavt8UCSJZd99R4+hQ/lm0SL+2raNvv3707dtW5o1bMjRo0dT96mMGo2kqShLl6UbxiRJEg2d69DQuQ4f1n+LwPhgdsT6sPXKVnZd3UVQXBBLzyxl6ZmlWMgWtA1ua+5d5NkDz1Ke6LpOUGwQN6NusufkHn5a+RN27nZUb16dk3dPEmgfiCIpTGkzhQ9af4BBFh83H8TrgwfTplkzqrdtCwEB+N+4wbmrV1myejVBoaFs2LGD0MhIvv/kE7p27VrUzRWEx07UrVv4/fwzvuvXE5yHwLViaYlnz57UGTwYj+7dxYxjwhNJvGMLgiAIwmMiY/6XDh068PXXX6MoCkajEassPqxqusZP//7Eh/s+JN4Uj6OVI3M7z2Vo3aH56zUUcQblcnJ+IS19HgbNpV1yfqEeID3kTF/Fja4jnTqFvGyZOb9QhhwUeqVKaAMHog0YABmG9xRocCjNTGo21tasW7SIWT/9xF9btvDNN9/wzTff8MG4cTjo+v395jCMKS03GxeGeQxjWL1hGFUj/9z6h61XtrLlyhauhF1h7/W97L2+lwm7J1DWvizhCeEkmBLuV1DX/MP/ij8AVUtU5bfnf6N5ueYFd/xPqeoeHgBEx8TQd/hwzl++zPKtW1PXt2vUiDeGDi2q5gnCYyc+MpILW7fit349N48dy30DSaJiu3bUGTKEGv/7H9YlShR6GwWhKIkAkSAIgiAUQzklpQ4KCsLFxQULCwt+//13rK2t789Ulsb1iOuM2DyCAzfNw32eqfwMP/f6Oe+5hnQN6d7O5PxCe9KvkgzoFfqjer0NJRs92EEWZ7GxSBs2oCxbhnT+fLpVuiSht2+PNnQo+pAhEBhY6M1R58/jnzlzaDnBPKV5CScnZn3wAZ9PnszpwEDW/vYb290DKZNkybYjs9ne5B0eJFRnqVjSsXJHOlbuyOxnZ3Mp9BLb/Lex7co2Dt48yN2Y5ATaOhANDqoDbeq2oW7FulRyrESlEpVoW6EtNhY2BXbsT4Nnj87BzjWC7UfnsLvFhEzr5R07eNfKimONGtGneQtcenSnjKsr1/39i6C1gvB4MSUkcGXbNnyXLMF/3748JZt2rVuX2oMHU3vgQBwrPEB+PkF4TIkAkSAIgiAUE/v23Z9CPLuk1EeOHKFfv368++67TJgwAfsspjvXdZ1ffH5hwu4JxBhjsLWw5YtOXzCy0ci89RpS45FurEzOL3Qhfd0WJdCqDkfzHAO25R/8YIurK1eQly9HXrsWKTo63Sq9RAlzb6EhQ6BSJfNCpWh7TEmSRKNGjWhUpgzb/57OXUkmcNMJOn05gL8MFpSxts5x+6xmxUrLy9kLL2cv3m72Nsd9jvP+nPf5Z+c/OElOzJo5i1dffVVMq14AwpNiiapqhZpmtre0r43dCy/wygsvEDJnDl0n3A8gubu5PfK2CsLjICXZtN+qVZxfuzZPyaYdypalzosvUnvwYFzr1n0ErRSE4kcEiARBEAShmNi/f3+O04ivWbOG4cOHoygKXl5eWZa5E32H0VtHs91/OwCty7dmUe9FeJT0yL0BCYHI/vORryxAMoakW6XbVUXzegut8jAwZA5KPdaSkpA2bkResAB5//5Mq7UGDcy9hXr2hFwCLsWBKTqBiKhYbEu75Fo2twARwO7du/n222/ZsWMHAIMGDWL27Nm4ieBEocrLayMIQnpBZ8/iu3IlfmvW5C3ZtIMDNXv2pHafPlRs1gyp/BP4xYcg5IMIEAmCIAhCMVD/oDf2ZcJYf9A705AyXdf57LPPmD59Ou7u7qxbt46GDRtmKrPKbxXv7HyHiIQIrBQrPunwCeOajkORc+nlEumLcuk7pJsrM+cXKt3anF/IvfeTl1/ozh3kxYuRFy9Guns33Srd2hr9+edRX3oJHrNvkssMaMzBxhNxHDESgIORkbTUtEw9fdINa+o7N926qKgoHB0dAfj666/Zs2cPL7zwAu+88w7Nm4vcQoIgFB9Rt27ht3o1vqtWEezrm2t5xdISz06dqP3qq3jWr4/hMQj8C8KjIgJEgiAIglCM6Ukqr732GitWrKB+/fqsW7eO8hm+4QyKDWLs9rGsv7gegMZlG7Ok9xJqlq6ZQ8U6UuBuc36hwJ3pV0kKevl+5sBQqSYFfUhFS9eR9u9Hnj8faeNGJFVNv7pKFbSXXkLr1w+cnIqokQ+mpIUddpciiPUqgZ2tLQC7w8Pp6nuWXiNHsuSrryiR5piyGtYE0K1bN+7evYuPjw8AX375JXZ2dlSuXPmRHcvTThk1mtaaijJqNOrGDUXdHEEodhIiIrjw11/4rlzJzb//Bl3PdZuKLVpQp08fqnfvjo2TE7i7Q0DAI2itIDw+RIBIEARBEIqBjNPYO1vaExwcTOxnO1hx9hY9e/Zk2bJlmXIOrbuwjrHbxxIcF4xBNvBRm4+Y1GpS9lOLqwlIN1ejXPoGKepculW6hRNa1deT8wtVLJTjLDIREebcQgsWIGWYzliXZfTevdFGjUKvXh2KaU6dXIeCtZjAnENzmDDsfo6alo6ODHFxYeXu3bTo3ZvJY8fiWro0pUuWJDEwCtO9aCJO3eCjsx/x6aefAtC4cWNCQkJITEzEysqK2rVrF+pxCVnI4wx0gvA0MSUmcmXrVvxWreLK1q15SjbtUqcOdYYMMSebLuKccYLwOBABIkEQBEEoJtLmH/rdbQh93uhDiP8t3n77bWbNmoWS5sNteHw47+x8h1V+qwCo41KHJc8toYFbg6wrTwxF9p+HfGU+UmJQulW6XRW0auPQKr8MFg4FflxF6r//UBYsQFq1CikuLt0q3c0N7fXX0V5/HVJmqSnG3yY/SD4aO0VhaTUvWrz1FuNnzGDkpElZljtqOpr6+8yZMx+4jYIgCAVJ1zRuHjqE38qVXPjrLxIiInLdxqF8eWoPHEidwYNxrVfv/opi/PddEIoLESASBEEQnkppZwzLakr5tOsftRs3btCkSRNMJhPff/89b7zxRrr12/23M2rLKAJiApAlmQktJzC1zVSsDFaZK0sMQb70NfKVeUim9DOiac6tzMPIyj33ZOUXSkhAWrvWnHT66NFMq7V27dDeeAP9+efB0rIIGvjwnj06h/DkoWGmsmXw8Xwj27KSJDFq6FC6duiA74ULhIaHExoezldnNmHpaIt9w/Lsfmf1o2q6kIW0wwNzIpJWC0+LoLNn8Vu1Cr81a4i6dSvX8lZOTtR84QVqDx5MxbZtkYppT1BBKO5EgEgQBEF46igDByGrKsr8BahrVmeaUj7d+q/n5lLbg8kYlNI0jXv37uHu7k6lSpUYO3YsPXr0oG3btqnbRCdGM2nPJBb/txiAaqWqsaT3EpqXyyJpcEJQcmBoPpJ6P8eMOb9QX7Rqb6M7NyuUYysy164hL1yI/OuvSCEZZmFzcDDnFho5Ep6AIVPhSbEokvkGKNAYk0tpsyoVKnD31i16d+4MwMq/76FIMqouhjE9cg4OHNJU2iQnkM80PDDD+hQiQCQ8yaJu3cJvzRp8V67Mc7Jpj+7dqTNkCJ7du4tk04JQAJ6YAJF88CBy8mwbgiAIgpCjyEg6yQpo6oOtLwBpg1KaptGxY0diYmI4fvw4iqLw+eefp5YNiw9j19VdTN0/leuR1wEY13Qcn3T4BFsL2/QVJwQiX5yL7L8ASb0/pEqXLNCqvIpWYwLYVS6043rkVBVp505zbqFt25AyJCrV69RBGzUKbfBgcHjChs89ADF1evGgzp+HfvgwajavhTp/Hv/MmUPLCROyXC8IT4rUZNOrVnHz4MG8JZtu147agwdTo29fbEqWfAStFISnxxMTILIcN44aMTHo1aqhN22K3qQJepMmUL48SFJRN08QBEF4yuQ2RM3Z0h5bn2Di6rsgyzLPPPMMcXFxGI1GFEuFY3eOsevqLvZc38PJuyfRknt5VHaqzMJeC2lfqX36CuPvmgNDV39GUuNTF+uyJVqV182BIdsKhXKsRSIkBPnXX5EXLkS6di3dKt3CAr1vX3PS6VatnsjPASlDkm5XscDZ8n7ichH8eXyI10p4WpkSE/Ffvx7flSvznmy6dm3qDBlCrYEDcar4hE2iIAjFyBMTIAKQdB3p0iW4dAlWrADMCSj1Jk3QmzZFa9sWPDyKuJWCIAhCUchrTqGkpCT+DAzEPyEBXdPQvv8ePfkbTV3XUx8Vy5TBI/k9ZeGKFcTGx/PO8OEAVPvhVYzbzhG5WMZGseS18m3S1QHQKiKC33//HX9/f3Rdp/+Y/uy5tofBmwZz4MYBYjNMPV7DuQa9vXozudVkHKzS9ISJD0C+MAf56iIkLSF1sS5bo1UdjlZjPNiUe/ATV5zoOtLx4+Yp6v/8EykxMf3qihXRhg9He/VVcHMrokY+GumGJKWZqlkEHR5f4rUTnmS6pnHz+HH8NmzgwpYtJERF5bqNQ7ly1B40KHOyaUEQCs2TEyB6BvT/gJsSkna/a6IUGIi0ZQts2YIsSeh9+6JOmvTEf3AUBEEQ0tu/f//9AJGTE3tVlU4ZprxVQ2KoWbMmN2/evL/wq6+yrO/V/v0ZOmAAAEvWrCEkNDQ1QBRy9hqxu04DEAfM5kjmCmzBsYEjI7eM5ETYCe5E30m32sXWhWeqPMOzVZ6lU+VOlHcsn377uNvIF2YjX1uCpN0PlOiKDVrVkWjV3wObsrmdlsdDbCzSmjUo8+cj/fdfptVa167mpNPdu4OYxlh4TIkAkfAkCvL1xW/lSvxWriQqD7OIWTk5UaNvX+oMGSKSTQtCEXhyAkSDQeoPejyo8SPA3w7p33+RTp9GijV/CyvpOtLatUhbt5rzEYwcCTY2RdxwQRAEoTClJIOuVMbI+oPe+LSbjrpmNXu9vWk/fTohISE4BBuJdrHEpawblWrWZKTBgq6lXZB1DW36NKTkIUqSJCFJEpqqEpPm28+VP/6Iqt7PV2TTrTa2rTwBUNE51PoDEtVEVvy9gohSEfxz7x/OR5wniijW31gPgJViRZsKbXi26rM8U+UZ6rnWQ5ay+GAcdzM5MPQLkna/W76u2KB5jEKr/i5YlymEM1kELl5E/vln5KVLkSIj063SS5VCe+UVtOHDwdOziBooCIIgZBR1+zZ+q1fjt2oVQWfP5lo+Ndn04MF49ughkk0LQhF6YgJEqnMvDIGrkGx0FJuFqI2moL6zHEwmuHAB+cABcwLLqCik+HiUr79GXr0addIk8zS3IjotCILwREpJBn3byxo1zWxPHTp0IDIykurVq9OiRQu2bNliXtEelG7dITlJtVqrVqY6VVXF398/9XmVCvdz+ySYEtCUGDSbCEzxYSTFhzJg3wD8Qs6j6yoE3a/HVXPlpVYv8WyVZ2ldvjU2Fjl8aRF7LTkw9BuSnpS6WFfs0DxHoXm9C9auD3CGihmTCWnTJvMU9Xv3ZlqtNW1q7i3Uv7/4kkcQBKGYSIiI4MK6dfiuXJnnZNMV2ralzpAhItm0IBQjT0yAKKnKJ0RGJeAcvw4A5fpnkBSOVmkS1KmDVqcO2pAhyN98g7x8OZKqIt29i+Hdd9F+/RVt6lRzUmtBEJ5aec1RIzzezp49S0hISOpr/dZbb1GrVi10XU/tKZQX//qdJMQxisvRVzkf6c+Ra8cJksO4FnMrNaF0ipTJemULOyydKrCg9Qd0qtSJn2b/xPRO07Pfia4i3d2OfHUh0t1tSNz/wK0b7NE8R5sDQ1al89zuYuvuXeTFi5EXL0a6k364nW5tjT5okDkw1LhxETXw8ffs0TnYuUaw/egcdrcQs2MJgvBwTImJ+G/bhu+qVeZk0xnywmWltJcXdfr0ofbIkSLZtCAUQ09MgAhJ5p7dKBydK2Nx+2sAlDvzwBSB5vEpSAqULIk2fTra0KEon32W+s2k7OOD3K8fWs+eqJMnQ4UnaJYXQRDypP5Bb+wvhBGj7MennfmGXQSMiq/8vja6rmP0DSDmjxM0PvE9Hh4e+Pn5Icsy3t7emTfIJkeRpmtsvLmT149MIzrhHmzPen+SYoXBphQGm1Io1iVY0XISr11ci4VVCTR0BtcenHOD4+8iX/sF+epipPhb6Y/F4IBW7U20am+DlXOez0GxpOtIBw+ak05v2IBkMqVf7emJ9sYbaEOHQqlSRdTIJ0d4UixRVa1QMyRAFwRByKu4kBCu7tjBlW3buLpzJwkREblu41CuHLV79aL288/jWrOm+csYd/fCb6wgCPn25ASIACQJtfxYZMtSyFc/RkJHCVyFZIpC9ZoLspW5nKcn6pIlaH//jfLpp0gXLwIgb9mCtGsX2muvob35Jjg45LAzQRCeJKHGGCIyDEFKl9RYeKRyCwDl9tqkbK9pGomH/Yn78xRJF+6BBH379mXChAnIOQwtTpujiIAAEtVEVvqv5yvfBVyKuppazqDY0s61ITWcPLn973XGvvAGNaq3ofGRLzHI5uCSqmt09+yOcn23+UNxdt3udQ0paC+y/89IAZuQdDX9apsKaFVfR/McBZaPebAkMhJ5xQpzYOjChXSrdFlG79XLPEV9p05iCPjDcHDgkKbSRs46cXdJCzvsLkUQ61Xi0bZLyBORtFooDnRdJ8jHhyvbtnFl2zbuHDuWp+FjVo6O1HjhBWoPHkzFtm2RAwMfQWsFQXhYT1aAKJlWdii6wRHl8ngk3YQcugXOR6HWmA+KXWo5vW1bTFu2IK9Zgzx3LlJoKJLRiDJ/PvKff6K+9x76wIFFeCSCIBQnokfRo5NTAEgZOIhOqooycBDqmtVZltmzZw83b95kzpw5RF68CAYFm251sOnbgNWvLMl1/6funuK4cpzXNr3GmdsnOR95hSTNnPfHycIBS7sqlLKvgaWVHdvbeqOMGs0hzYo2vstQN/ajtJUDocnBRmdL+5x3lhiMfH0psv8ipFj/dKt0JPSy3dGqjkAv283cG/Zx5uNjTjq9cmXqBBIpdDc38xc0w4eLnrwFRJ0/D/3wYdRsAg27W0xgzqE5TBgmhpsVRyJAJBQVY0wM1/bswX/bNq5s305MHmYfA5AtLPDs3p06Q4aIZNOC8Jh6IgNEALrL86gGR5QLo5G0BOSIv8HvJdTay9MFiTAY0F58Ea13b+Qff0T+5RckoxEpJATDlCnoS5eizp2LnkWSUkEQni6iR1HxFxgYyEcvvcSG48eJiI/H0dER2/6NsO/TCKWUHWqG3EAZnb53Gu8D3mz3325+h0wz+YqLoRQTGoxmePXB9Pl3HjYXw4mvbmteGR1NG1kGzVx/yjDFtJwt7bH3CyOmdinz0KqQQwwsvwHD5q/SzUYGoFuXQavyKlqV18Cu0kOdkyKXmIj011/mpNOHD2darbVta84t1KcPWFo++vY9xvISQMitjAhCCIIAEHblCle2bcN/2zZuHjyIajTmvlGyCm3bUmfwYHOyaTEcWHgCLV68mCVLlnDrlnnYf40aNZg4cSKdO3cmPDyczz//nH379nH79m2cnZ3p2bMnU6ZMwcnJKbWOW7duMX78eA4dOoSdnR2DBg3C29sbg6F4hWSKV2sKmF6yI2rt5SjnXkNSo5CjT6Nf/wLNY0bmwo6OaB98gPbSSyizZiEnz2YjXbiAoUcPtE6dUKdMEVPpCsITIr+9gdL1Wvl6biG2TMhN2uFfUVFRjB8/njp16vD2229jb2/Psr//xtHRkc+mTmXEiBG085lLqDGG8pcSzMGZLFwIucD0g9NZe2EtAIqk0KxEMzrX6Uw9i/LULVmTPxes5t06IwDY2ew9vtj3Be8Pfc9cQS5DecAcNPps3/t81NkNeWcDpKjz1C8BpIlZaW7PolUdju7eG2SLgjhdj15gINKpU0inT5t/Hj6MFBKSrohub4/20ktoI0dCnTpF1NDHX36DO1kNKRMBIkF4OqlGIzePH+fK3r34//03YZcv53lbC1tbKnfsiEePHnh2745j+fKF2FJBKHru7u54e3vj4eGBruusWrWKF198kQMHDqDrOvfu3WPGjBnUqFGDW7du8d5773Hv3j1+++03wDz77cCBA3Fzc2PHjh3cu3eP0aNHY2Fhwccff1zER5feEx0gAtAdm2CquxrDmReQtHiUe0vRS/dEd2qe9QYVKqD++CPaK68gf/IJ8pkzAMh79yIdPGj+QPv22yCmYhSEx1puvYHqH/TGvkwY6w96c7jxJEYf/ocmjk50EkNfipXTp0/z22+/UWlgW5YcDMOn3XQCAgL49ttvmTDBPGwmpTeP99/eTB+dvmfPjcgbfPr3pyw7uwxN15CQGFR7EFPbTsWzVPIXAgEBSJu3UPb2HaTNW9B79QSgVpqepbkN5SH8NIr/z3xQYynK6aR0q3RLZ7QqL6NVHQ72j9mXEBERSIcO3Q8InT6NlMNQBL12bbRRo9CGDBF5/oqAGFImCE+3mKAgruzbx5W9e7l+6BDG2LwnrC9RtSqe3bvj2b07Fdu1E8PHhKdK9+7d0z2fOnUqS5Ys4d9//2Xo0KEsXbo0dV2VKlX46KOPeOONNzCZTBgMBvbu3cvFixdZv349rq6u1K1blylTpjBt2jQmT56MZTHqQf3EBIi05G79KT/Tsa4OFcZjceNTAOQrkzDW3QKKTfYVNmoEa9cib9iAxdy5SAEBSCYTyq+/Iv/1F6Zx41BfeunRdYdXVfMj47KC3kdu+8xtm8dBYZ/H4tqGLPaR7rp5FP/HihFd11EzHF9KykVVVdGTEzCqiUn069ePPYGB/B4YSHsnJ+rk97w8yHnM77WXl/KPot0FJKvXJ4XRaCQ8PBxVVWnTpg0lZr9AQu1yxBtjUFUVJyenLLdv165d6rJ7Mff48uiXLDq9KDW3UK9qvfBu600dF3OPltTtVRW6d+Pu+XOYuncDVUXTNGrVqpXuPad58+bmbVK3i0e+vRbD1Z+Rw08AYJkm37Lm3ApTleFo5fqCYnV/X8XdrVsoW7Ygb9qEfPBgppnHMtIdHNC6dcM0ciR669YgSeYVxfVYH+Q6edhjedi/vfloQ7bX1iN6PVL2nd31/cgVxLl+FJ/PnsTPY0+LAnrvzde1k1xG1zTunjmD/759+O/bR6CfX56bIRsMlG/dGo9u3fDo3p1SXl7miRYytCfPisNnzLzc6xT2/VVW68X1XWiyu25SPudHRUWl+39tZWWFlZVVrnWuX7+euLg4mjZtmmWZqKgoHBwcUoePnThxglq1auHq6ppa5plnnmH8+PFcuHCBevXq5f/gCskTEyC6cf06ANeuXcu6gN6aKoZa2JrOISfcIMZ3GoH2I3OvuF49tLVrcfvpJ0r//jtyYiJSVBQWM2ei/ford8eOJbZx44I7kGyYoqMxBAVlWlaQsqo/47Ks2vW4KezzWFzbkNNree3aNUyxscXi3DwqRqORi8kzGALY6xaUuBhNhJcDFy9eZLXLIH699itnN55mz5499HZ25lJ8PDFJJvz9/XOoObMHOY/5vfbyUj63Mrnt41HxmvIRHWQJ/YX+XPrs03TrYmNjeeutt/D392fYsGHY2toiV3dFU1VUXUt9TTO+vgBly5blxNkT/Hr5V1ZeXUmCmgBAc5fmjK05lrql6kIYXAxLv13KeUtKSsr02mf1niOH+OIc/ielIjZgUKPSrUtQLYkp3YfQUv1JsK4G8cCV6/k+R4+UrmN95QqO+/fjtG8ftufOZVtUtbcnrmZN4mvWJL5WLeJq1sRYocL9mcguXXpEjX5wD3Kd5HebrOp4VG3I6v9xVm0obFeuXHmk+8tOQZzrh339HmSfWZURiqeCfu/N7doxRkURun07d48fJ/DECRIjI/O8bytnZ9xat8atbVtcW7TAIrmnZwgQ8pB/v4vDZ8y83OsU9v1VRuL6fjQyXjeSJFGpUiXq1KlDTMz9GYzff/99Jk+enGUdfn5+dO3alYSEBOzs7Fi2bBk1atTIVC40NJTZs2fz8ssvpy4LCgpKFxwCcHFxAcz5M4uTJyZAVKlyZa5fvUqVKlWynbpYiv8G/UwvJN2Ic/xfOFQdhO7QMPfK3d1h2jSMo0Zh8dVXKH/9BYDVnTtU+vBDTJ99htq/f0EeTtZtyNgd3929YPeRVf25DQEo6DY8CoV9HotrG7J4LTVN49q1a+brpnz54nFuHhFLS0uqV6+e+tyv+kz2y/vp0KEDYD43e/bs4ezZs/Tv358VwaFIioys6Rg9PPK3swc5j/m99vJSPr9Deoro9beMj6ezIoOqpb5G+/fvp1GjRjz//POcPHmSRo0aUadOHSwsLHANdsLhXDjRtUqmlu/cuXO61zfGGMOP//7I18e/JjLR/GG5admmzGg/gw6VOuTcoOTzZmFhgUfya5/u2pFl0E3I4XtQAlegXPknUxWaUz3UKiP4+4Y7bTv2IJd5zYqeqiIdOYKyaZO5p1A2X75olSuj9eyJ1qIFeqNG6FWqYCFJWACOj7bFBedBrpOHHS6X3+v5IdrQrl271P/HObahkKiqypUrV/D09ERRisGsfAVxrh/29XuQfWZVRiieCui9N6trR9d1Yu7eJdjXl0AfH67t3MntI0fQ89HjpGy9elR97jk8unWjTMOGSNncRz204vAZMy/3OoV9f5WRuL4LVXbvObquYzQa8fX1zdSDKDvVqlXj4MGDREVFsWHDBsaMGcPmzZvTBYmioqIYOHAg1atXzzbQVNw9MQGilKCQLMvZf+Cw90Kr+C7KjS+Q0LC8OhlTgy0g59yNDEUxP8qVQ5s7F+3VV1E++QT5+HEkTcNi8mTksDC00aPvd50vaCltyLisoPeR2z5z2+ZxUNjnsbi2IYd9pF43xeHcPAL1D3pjXzacJfsm4Wxpn5qj5plnngHMbxoTJ07k7Nmz9OjRg19//RXlpaHsVVU6KQr/+vhQuUIF3JIj/7l6kPOY32svL+Xz246iev2l5H8kUv+e79y5k48//pgTJ07w3nvv0aVLF6yT8x+caT+Dfdo+Ora/n1Mq5bVMMCWw8NRCZh2eRXBcMAB1XOowo8MMenr2TPehIFvJbWjdunWm9xdZkjCE7zS/ryRcT7dOl63QK/RD83gDvVRzkCQ6VHuA8/GoxMUh7dmDvHEj0pYtmRJLp9AbNkR77jm0554zJ5iWJCSSX7YnwYNcJw97rTzs3958tKFNmzZ5a0MhUxSleASICuJcP4rPZ0/i57GnRQG99ybFxRHu54ff0aOE+PkRdPYsQWfPEh8amq/qrRwcqNK2LZ4dO1K1QwfsXVweTQCiOHzGzMu9TmHfX2W1XlzfhS7je07KEDNHR8e8fRbE/OVy1apVAWjQoAGnT59m/vz5fPPNNwBER0fTr18/7O3tWb58ORYW9ycbcXV15eTJk+nqCw42fy51c3N74OMqDE9MgCivtHIjkEK2IseeRYq/gnzre7RK+UzWWLcu6urV6J98gvLLLwAoX34JoaFoH354vyu9IAjFUqgxhggva5Tk3zOaMWMGP/zwA+3atWPVqlVYWFikzpzl2KcPbZs3Z1i/fiyaM+fRN/4pVGfzJG7/sZy42yFMnjyZ6dOnZ3ozz5hw3KSZWHZmGZ8e+pRbUeYpST1LevJxu48ZUGsAspT/v9MZZ3uySTqHpd9k5JhT6ZbrdlXRPEagVX4ZrErnez+PVEgI0tat5qDQrl1I8fGZiugGA3q7dujPPYfWqxdUrFgEDRUEQXg66LpO5I0bqQGglEf4lSvoWeVazQNnT088O3XCs2NHyjdpgmLxmM6SKQjFiKZpGI1GwNxzqF+/flhaWrJy5crULzFTNG3alK+++org4ODUoWX79u3DwcEhXY/34uCpCxAhGVCrzUby6Y2kJyHfnofm3A3s8znNriyjffwxlC6NMns2AMrixUhhYahffgniD68gPJaWLFnCzJkzady4MX/99Rc2NveT2Xfo0IEGDRoweexYBvfpU3SNfIoEBwdzdcJyTLdDsHupOTNmzMixvKZr/Hn+T6YfnM7lMPOUveUcyvFRm48YVm8YFkoB/G2Ov47F9S+oGrEt/b4dm6GVfxO91kB4gADUI3PtGvKmTUgbN5pnIMvihkO3t0fv0gXtuefQu3cXM3cKgiAUgsToaIIuXiTo/HmCLlwg+MIFgi5dwviQOWcUS0sqtWxpDgp16kQJMQOrIDyU6dOn8+yzz1KhQgWio6P5888/OXToEGvXriUqKooXXniBuLg4FixYQHR0NNHJ13Dp0qVRFIVOnTpRvXp1Ro0axbRp0wgKCmLmzJkMHz4816TYj9rTFyACsKuBVv5NlFvfIKFiuDIRU72NIOfzxkGS0N58E93ZGWXKFCRNQ163DsLDUX/6CWxtC6f9giAUmu7du9OvXz++++47HB3TZ1FJ6aUyY4KYIjqtffv2ZerBUxB1BBoT6dy5M6arITi83BKbgU2y3V7Xdbb5b+Pj/R9zJugMAKVtSjO59WRGNhqJtaEApuNNCke+9R3yveVI+v2p6nUbD9TKH6CXfMY8zLi4BYd0Hf77D3njRnNPobNnsy7m5obeq5c5KNSxI4gpjAVBEAqEpqqEX79O0IUL5kdyQCjy9u0Cqd/S3h6XOnVwa9AAjy5dqFSjBpbiPkQQCkxISAijR48mMDAQR0dHateuzdq1a+nYsSOHDh3i33//BaBRo0bptvPx8aFixYooisLq1asZP348Xbt2xdbWlsGDBzNlypSiOJwcPZ0BIkArPwY5dDtS3AWk2PPId+ajVRj3QHXpgwahliyJMm4cktGIvH8/vPgi6pIl4ltXQSiGnC3tsfcL40Y1S5wtzemCU7p8li1blpUrV+Zah67rrNqwgajoaEYNHVrYTS7W9u/fny64k9+AUf2D3thfCCNG2Z+aDyogMYHOp05xIS4O+9dbY9+vCaqeddf6Y3eOMWnPJI7cPgKAo5Uj7zV/j3FNx+FgVQDJYo1ByIG/I99ZgKTe/1bXJJVArzweyg4GqZi9nSYlIf39N9KmTeag0K1bWRbTq1UzB4Sefx69WTMxRFoQBOEhxYWEpBsaFnz6NMEXL2JKTHz4yiWJkh4euNatm+5RonLl9MmlAwIefl+CIKT6/vvvs13Xpk0bwsPDc62jYsWK/PHHHwXZrEJRzD7RPkKyJaZqszH49EFCRb71HZpzV7D1eqDq9K5dUZcuRRkxAik6Gvn0aaT+/TEtXSoyzwtCMePTbjr71PtBDF9fX9q0acOSJUvo27dvnupISkpi5nffcevOHbp26ECVp7T7dv2D3tiXCWP9Qe/U4E7GgFFaysBBkDLlrpMT6prVqTmh1DT5oEKMSQQZjcydO5dZNbKeQStJTWLmoZnMOjwLTdewMdjwZtM3mdBiAqVsSj3cgakJSAGbkK8vR7q3A4n7wSldtkEt+zqXE56liltdFKmYJI+MiUHascM8fGzrVqSIiCyLac2amfMJPfccZDE9qyAIgpC1pLg4YoOCiAsONv8MCSEuKIiYwEBCL1wg6OxZYu7eLZB9WZcsiWu9eqlBIOeaNQm3sKB2gwbFI8G7IAhPpKc3QARgXxet/Bsot39C0pNQLk9Erbf2gb8J1lu0wLR6NYaXX0YKCUG6cgVDv37mIJGnZwE3XhCEh5E2gBETE0O1atUoV65cnre3tLTk+08+oduLL/KutzfrFi/O8ywIT7XISJCV+79nEBISghtQz8GBCy1bUWLsWGbtHp+p3OWwy7yy8RVOBJwAYEidIXze6XPK2pd98LbpGlLIP8g3ViLdXouUFJF+NTK6a3/Uiu+hGkqj+fs/+L4KSmAg0ubN5qDQnj1IWXxDrVtaonfsaA4K9ewpvrQQBEFIphqN94M9wcHm34ODiQsKMv/MsCwpLq7A2yAbDDh7eOBao4b50bo1rnXrYu/unu5zhaqqRF+8WOD7FwRBSOvpDhABWoW3kEN3IMX7I8f4oAcsQSs38sErrF0b019/YRg6FOnGDaSAAAz9+qH+8gt6w4YF13BBEApMixYtOH78eL4DPJ1at2bQ88+zesMGNuzYQZ9u3QqphcWXT7vpeO/xZvro6Vmur3/QO3WmOGdLe3xzqCtu/X9UH1idY7VqU93BEWcLC9QMZXRd5xefXxi/azyxSbGUsC7BD91+YECtAQ9+EJF+yDdXIt9cgxR3M9Nq3aocmktfNNcXwKayeaGasWWP0KVL5mFjmzYhHT2KlDxVa1q6kxN6t27m4WNdu0KGfFqCIAhPIk1ViQ8NTde7J6uAT8rzxCy+qChM9q6uuNaogUtKMKhGDZw9PDCkTVIrgviCIBShpz5AhGyN6vklytl+SOjIN79CK/Us2FR98DorVsT055/mnkTnziFFRKAMGYI6fz56+/YF13ZBEB7a7du3KV++/AP3/vnyww/Ztncv702fzrNt22JvZ5dluayGVj2uMuYY6tChQ7ZlQ40xKMlJm0PTDCHLisHDBQ8vr2xfCy0pnv5r+7Px0kbzfit1YHHvxVRwfIDhffF3kG+uQb65CinCJ9NqXbFDL98HrfIw9KRqRZt4WtOQ/v0XacMGc0+hCxeyLKaXK4fWuzf6c8+ht2sHlpaPuKGCIAgFS9d1EiIiiEsO+GQ1vCslABQXEkJcSIg5MX8RM1hbU7pWLfPwsIoVca1ZE5fq1bFzdi7qpgmCIORIBIgA3bExmvtrKAGLkbRElCvvo9ZZ83A3BC4umFavRhk5EvnoUaT4eJTXX0f96iv0558vuMYLgvDAbt26RY0aNXjnnXeYOXPmA9VRxtWVGRMn8vbHH/Ppt98yK7vZCHIZWvU4yZhjKO3vysBBdFJVlIGDcg2C6brOwoULMcYFYFOnPJZ1y3H4nVUYuvfIVDYh4jqRV3exMSkOC9mCTzp8wjvN30HOz9/ppCikO+vNQ8iC9iGR/iZClxR0ty5olQahuz8HhuRgX1Ek+0xMRNq/H2njRuTNm5GyyWmh165tDgo9/zx6o0bmWdQEQRCKKV3XSYqNzTbAkykAFByMlpSUe8WPmGJpiZ2bG7alS2Pr6oqdiwsO5cun5gsq5emJbEi+zRIJowVBeIyIAFEyreIE5LDdSAk3kKNOoN9bhlb25Yer1NER9ddf4Z13kLdvRzKZMLz9NmpYGNqrrxZIuwVBeHBz584lKSmJdu3aPVQ9I198kaV//sncn3+masWKjHzppQJq4WMoMpJOsgKaeQhWVjPGAQQZExlxzo/N+/ZiUa8cNl/0AzD3HnJyYq+q0klRiE+KJ/rGAeIDzVPX1yxdk9+e/40Gbg3y1h7NiHRvpzkoFLAZSUvIXKRUU/SKQ9Aq9Adr14c7/ocRGYm0bZt5+NiOHUjR0ZmK6JKE3ro1eu/eaL17i/x2giAUOVNi4v1cPUFB2ebvSQkAmeLji7rJmUiKYg72uLhg5+qKrYuL+XcXl9QAUOoyV1csHRxE3kFBEJ5IIkCUQrFB9ZyFwXcwAPL1L9BKdgLrh5yZyNoa9ccf0T/6CGXVKvOupk+H0FC08ePFt72CUESCgoJYvHgxDRs2pEuXLg9Vl6IorJk3j24vvsjYjz4iPiGBt4cPz9O2OU0Jr4waDdHR4OCAOn9evrcvDPnpIQRZ5Cj6cRBb/f0ZeuECEcZEBg8ezMmBZXC6FEdMbfPMY+qa1ez19sZpzP94+ZcWxIecB8DGrR5Hh/2NjYVNzjvVdaTQo0g3VyLf+gPJGJa5iJ0HWqXBaBUHg0O1/J2EgnT7trmH0MaNSAcOIGXxTblubY3+7LPmfEI9eoBrEQaxBEF44mkmE3Ghodn27kl9nvx7YlRUUTc5SzalSpmDOq6u2JYunRr4sUt+nhr4cXXFpmTJ9NPEC4IgPKWemADRu8enUdHkxnseHg9ch+7UErXMSyj3liNpcShXJqPWXv7wjVMUtM8+g9KlUb7/3rzohx+QQkNRP/0UxFSVgvDIffvttyQkJPD+++8XyLeAFcuVY8/vv9PtxReZ+OmnNG/YkBaNG2dbPiUnkWxvjzJ/Aeqa1aiaiiKn+XsQHQ2ybP6ZjZymlC8UGXoIZZKm909GcXFxTHZzZf66v7CysmLp0qUMGjQIAG/v+0EkTdcI9gqm9S+tSdKSkC1scaraGQunijkHh6IuIN9cZU42HXs102rdsjRaxQHoFQejl2pWNAF6XYdz58y9hDZuRD55MutipUqh9+hhDgp17gzZ5LYSBOHpo6kqqtGIyWhETUzElJiIGh2NKSHBvDwxETUhAVNionlZYqJ5efLvpuR1akICiTExmQJA8WFhxSKPT0aWDg73gzu59PSxKV0axcKiqJssCILw2HliAkQrr67DUbJlbLPXsFFy+XY5B1qlycjh+5AS7yBH/oMWuAa93HsP30BJMvcYcnZGmTYNAHnVKggLQ/32W7C2fvh9CIKQJ+Hh4cyfP5/q1avT8Iu9zgABAABJREFUp0+fPG0TnRhNSHwIJa1L4qhrWea+Kevqyu7Vq1m3bRstGjdG0zWWbvkTa48ylHcKJ8jSRJClkSBDAkEWSQSVSyLI0shoi0SCvipNdGI03Ty68V2376hE7h9s0/Xm+Xpufk9DoVDXrEbbtw81Q9Dq9OnTDBs2jIsXL9KuXTvq1KmTGhxK61rENd7Y8gb7b+wHoLdXby6UrEqJSwnEuNhnKk9CIPKt35FurEQOzxxs0RUbdPfeaJWGoLt1BrmIbhh8fJBXrTIHhq5cybKIXrny/STTrVuD4Yl5ixaEp4amqhgjI0mMiSExJgZjTAyJ0dHmR9rnMTEkxcebAzUpQZ60QZ+UQI/RiKqqmOLiUoM/mslU1IdZIBQrq/S9etIGezIss3VxwcLmwT/fC4IgCHnzxHz6NMjW3EkIpPGeUZzr/ttDVGSP6vEZhnPm/EPK7e8xNXy7gFoJ2iuvoJcsiTJhAlJSEvKOHfDyy6gLF4ppiAWhAGUcepXy3GQy8dprrxEdHc3777+PnIcu5X9d+IvXNr1GXFIcALIkU8LSkVKWJShh5UQpSydKWDmhSArBCaEEOYQwc813BCeEYdJNEALUz2UnieacDNv8t9FwYUNmNpzEGHRybF1uvXmKSNrzrqoqR44cYfbs2UiSxGeffca7777LjBkz0m2jofH98e+ZemAqcUlx2FrYMrfzXF6t/yqSJOF9MM0wNVMM0p0NyDdWIQXuRkJLV5eOjO7WCa3iYPRyfcDCobAPOWuRkchr1iD98kv2PYUaNEDr3RvtueegXj0x7FgQiohmMpmDOtHR5iBOyiPleXJQJ1HXMd67dz8AFB1NQnw8xuhoEqOiSIqNLepDKTKSoqQL8KQN8mQ1rMvS3l7k8REEQShmnpgAkXOJOoTf28eNkBMkmBKwNjx4jxy9ZHu0kh1TexJJd7eh06jA2qo//zxqyZIoo0YhxcUhHzuGNGgQpl9/FbklBKGAZBx6tX//fjp06MC4cePYsmULL774Ii+++GKOdei6zldHv2LKPvPMZJaKJUbViKZrhCVGEJYYAdmP/krlYHCgrGNZ4kLiiAqIIiogCikWakl2dLMuTXerUpSZv4w4Uxzv7niXf27/w9vHPuaPJo78fMGL6jGPbw/Dr7/+mv3791OjRg1+++03GjZsmKnM+ZDzbHTeyPnd5lxD7Su2Z16PeXiWup+AWUZDursd+eZKpDsbkdS4TPXoJRqiVRqCVmEA2JQtvIPKia4jHTqE/MsvSH/+iZQhGauuKOjt2t1PMl2pUtG0UxCeEKrRaA7eREZijIoy/x4Vle73lIcx5ffo6Pu/R0RgTO7NI2Rm4+ycKbCTKZ9PyrAukcdHEAThsffEBIhKOnhiCD5GkhrHokurGFvr4WYJ08oMQw7fB4B8ZT6q588F0cxUert2qCtXorz6KlJ4ONK5cxj69cO0bJm4YRCEh1T/oDf2ZcJYf9Abn3bTU5d/9tlnLF68mGeffZYFCxbk+M1lkprEuB3jWPLfEgDebPIms5+djUkzEX79AuHGSA6e/JvyXhUJS4wgIjESk67iYu2Mm01pXKydcbUujYt1KSwrVAbMeXY+/OZDtm7dym+jx7AtNAQ/YvnNIoAXZy1k2LBhfFT+Iy7VusSHe6dwqGQUDZudxPtqRd7WkrDIODwqh3w/hSaf+xw9ejSxsbFMnDgRW1vbdOuS1CTmHJ3DzEMzMapGHCwdmNVpFq83fN08hE/XkcL/Rbqxiql1l2M49EWm+nXbSveTTTvWLJBDfCDBwch//WXuMXQ1c/4jrVEj9NdeQ+vXD0qVKoIGCkLxoOs6akICccHBqPHxGGNiMMbGkpQ8/CrlkSnIExl5P7CTJghkSsg8M+FTS5IwWFtjsLJCSflpaYnB2hrFyur+Tyur1J8WtrapiZxT8/gkB4RsnJ1FHh9BEIRiyGg0cuPGDapUqYKhgFMSPDEBIllWcHWqR0DYUb448yOveQ3C1vDgY5X1ku3QrSogJd5CDtyJWu462FQusPaCeWiB6Y8/MAwbhhQQgHTzJoYXXsD0229Qu3aB7ksQniahxhgivKxRjTGpy2JjY5k3bx4NGjRgzZo1WFpaZrt9XFIc/f7sx+5ru5ElmTnPzmFs07EAGGQDZW1dKWvrytbTG+j1zGv5apulpSV9+vThhVWrCQgKYlpYGH/fusm3337Lt99+S+lmXjhPe57TfXbw5vxe7CwdwZRqN/h9cx8WtP6Chs51UutKl+8nICCfZynv0g7XS5lhrP306dmWDwgIYNu2bbz++uvY2dnh7e2dqcw96R6tfm2FT6APAN09uvND9x+o4FgBYvzNyaZvrESKMefrSRuO0i1KolXoh15pCLpzS8giH9QjoarI+/ah/PEH0p49SBnyguglSqANGYL2yivQoEGRNFEQHoamqiTFxqYGbdL+nvF5UnKgJ3V5yu8p5dMEgXRNy33nTwhLe3us7O1Tf1o5OGBpb4+1gwMWtrb3gzjJP1N+N1hamoM4lpYoZctiiIm5Xy55ebptK1dGNhjEkC1BEIQnWFxcHO+//z6rkmdH//fff6lcuTKTJk2ibNmyvPvuuw+9jycmQARQwqEawVG+BCaEMP/CMt6rM/LBK5MUtDIvotyYBYB8bwValQ8LqKVpeHpiWrvWHCS6fBkpJATDoEGoCxeit2hR8PsThKfQvOv7uFrCyBvLv+DNet1xcMg5J827O99l97Xd2FnYsbzPcnpW65mpjDJqNK01FWXU6GynoM+JumY1boCrtzdnp03j6NGjdH5vKCHHLxHxzlJsVg5k6+naLHMP4T0vf/4L86PV5ucZX+cNPqr/FtZJ0Uh31vGMiz/4HYToOJCU5GCJnOZ3xfx7fCn0yKgMy5PLIacvm7Lc4ArIXD++DKmudfI6hd5tykOET+pzLJzAumxq/py33nqLjRs30qRJE+rXT598KcGUwKeHPuVXi1/RA3WcbZz5qvNXDK7eG/nOOuSTvyKHHMp0vnTZCt29J1rFIehluoJile9zXmBu3cKwejVea9ZgERKSabXWoQPaq6+i9+kDIqmq8IhpJhNx4eHEhYURFxpqDszExZkDNsk/s3yelJQp6GN6WoddSVK6YI5VSpDHwQErV1esFCX9sgoVsHJ0xNLRESsHB6zi483b2tkVzJArd/fcvwQQPX0EQRCeeDNmzMDX15dNmzbRv3//1OUdOnRg1qxZIkCUkSwpuJZswJ3gQ8w5O58R1YfgYJHFrDd5pLkNQL45F0k3Igf9jlZxPCiFkAukbFlMf/yB8tpryKdOIUVHowwbhvrdd+jduhX8/gThKXLy5EnaWrlwL6kk07vkPvR0jd8afvH5BQmJv/r/RcfK2UwhHx1NG1mGh/wmvEOHDkiSRMuWLXGa1pu4ZcdIPHUDezs7JCSG3XOja4gT4152Ye31LRy4/BNNwpfR1y4JRXs0QytGVgX2LU993hJgV/oyumVp9JIN0Es0YMm0bvwzoB3169VNV+bI7SOM3DKSi6EXQYJ+NV7gp6Yv4Ry4EWnzWCRTTPo6kdBd2ptnICv/P3MgqqgkJCDt3In8++/Ih7IIYLm6ovXrhzZgALRqVQQNFJ5UmqoSHxFhDviEhBAXFkZsaChxKY+wMGKjo4m7e5e40FDiIyKK5RTlj4Iky1g5OZmDNQ4OWDk6Zvo9NZCTEsxJSjIHgRwcUnv6WNraZh/YySpY4+6e/nkh9ugUBEEQnl5btmxhyZIlNG3aNF2P0Ro1anD9+vUC2ccTFSACKOnggU3iHa5EXePH878xud6bD16ZRSn00r2Qgv9CMkUihWxCd+uf+3YPokQJ1OXLYcwY5P37kYxGlDFjUD/7DD2LqaAFQcies6U99n5hRFVzpF+/fui6zpAhQ3Ld7mr4VcZsGwPAB60/yD44VIDSJtKWFBnHV1tjGtIUWxsbdF3nt8B79C3rwJpqDbmqHKCaHANEQzEboSEZQ5ACd0PgbpyB5yTQ109HL1Efo2MtNgWcZ+nVv1GSoKmTC4vrdaFOzHGko//LVJfuUAOt8lC0ioPAtsKjP5i0zp5F/uEH5HXrkCIi0q3SZRmtUyf0QYPQO3QQ09ILeaJrGvGRkekDPCYTccHBqY/Y27dTewDFh4c/2UOyJMkclLG3x9LODgt7eyzs7P7P3n3HR1G0ARz/7e6lN5JAQui9V+lVmlJUQKSKYFewoYKKCiKvXbFgwYaggEpvogICAYTQpfdeQwshPbnc7r5/XDiSkHI5khDg+X4+R+52Z2dmN9lc7mHmGTwDAq4Gdvz87EGdgAB7ICdzkCfttZu3d96nWEkwRwghxE0iKiqKEiVKXLM9IR9X0Lzl/ppVFJVR9YfxyL8v8tmu7xlS/SGKebj+v85G2EOoF+YCoJ6dhl5QASIAb2/7cvevvmr/MGIYWEaORI+Kwnj33YJrV4hbzPa2YwnX7XlzVvzUkcTERDZt2pTjMVbdykPzHyLOGkerMq0Y1WZUIfX2qiuBrfjaQWCa7A46jU+jY/g0Bu3YFqqm+w/tWB1+j4f1RgmGNHmORm7lUCd8xV7ToKamYDz1BJg6mAagQ4A/REcBBoqpA8bV/aZuL2OagM7JE8coW6Y0+Hox4egyLAoopsGTZVunHaPb60ir58zhLbgn7CbEP+P5KLY4lItr8Ly4hj5AH8d/sl+As79mKGta/DDL9sWo+AhmUNMbu9x7XBzKzJmokyahZvFzY5Yvj61vX47ccQflmzZFK8wk4aLIMU2T5JiYbEf3JEZF2bddGQEUHY2p6ze62y5RLRbc06Zdufn4XBPYufI6p32alxenzp+net26eAUEYPHykrw5QgghhBMaNGjA0qVLeeopeyqdK++fU6dOpWnTpvnSxi0XIALoV/E+Ptr5DXsvH2T8np8Y0/Bll+syfRtiFmuAcnkbavx2jLjtmH71cz/QVW5u6J9+ihkcjDZxIgDaJ59AcjLGSy+BLB8qRK7i4+OpUaMGAB06dADINUD01sq32By5mUDPQH7p8QsWtfB/PW5vO5Zw2wo6VI5H234f9QYco16mMutOuvHLdh8OedRgQ+ldxLtd4Oe/x/BQ5V58ftCNmoYHpqGz3ghjyqHZbInaSSW/ctQu15jaWhi1A6tTybccmpp9UOP3GeMYMWI4lCrFt9GaI2j1eMOMialN0+STTz5h1IdTKNGgOI8/1xVP2x684vZRTU3gDg8ol0taDKPEnRgVH8YsfT9YfFy8cvnANFHWr7cvTz9rFkqm/4kxPTwwu3XD6NsXs3lzdMPAdvjwDeqsKEimaZISF3d1dE9a4OdK0CdDsOfSJRIvXcLIlKC8qPAMCMDT398esPH2tgdr0r5e87pUqZwDPb6+aDkk93eWrutE79+PT0iIBFeFEEKIPBg9ejR9+/Zl37592Gw2vvvuO/bv38/GjRtZtGhRvrRxSwaINFXjrQYvMWDlM3y5ZxLP1XyUYM9A1ypTFPTKQ7BsGQKkjSIqyAARgKpivPkmFC+O9qE9Sbb21VcoJ06gf/IJ5MMfaELcqlJTU3nwwQfZs2cPa9euJTQ0FLDn+snOksNL+GzDZwD8cM8PlAso51LbERERtHQ1/4xpoJxewF2291AidmTcleiGUeVR7l62i38nbENPSsBIXg/uQAdQmitMOzyXpS3dGHw2lIXFozjwVy/H8f9F7WT2sT8dr700T2oWq0rtYtWoHVid2sWqUSewBqW8Q6/5n3zHaKy2GafbWW1WHhj1AEvil8AIuMBFPtw31bFfUzRqlajFnSVr0zEwlLtCKuOZchYl4RikXMAMaoxR4WHwreTa9covFy6g/vor6qRJKPv2XbPbrF8f44EHMHr0gIAbmANJuMw0Tazx8SSeP0/ixYskpH3N7nXihQvoVuuN7naWPPz87EuQBwXhHRx89VGxIj4WC97BwfikbfMKDMzbEuWZ8+gIIYQQokhp0aIFq1ev5osvvqBWrVqEh4dTr149lixZQu18WgX9lgwQAdxfvgv1AmuyI3ovn+3+gfcaveZyXWa5fpjbXkHR41AuLoQKb4JbsfzrbFYUBWPIEMygILSRI1EMA3XBAoiORv/uO/D2Ltj2hbgJmabJs88+y+LFixk8eDAhISGOfelz/aQXGR/JY3/Yl6of2mgoPar3cLl9lwJEpoFyeh7anvdRYnZm3BXlz96dFahxOgxjwhtcqDGW2l/VRDcNNvX5lrNnz9K1a1f27tpLqadCOeNxjnHlTwHgbfHi/vJd6VqmPacTzrIr5QS7z2xj7+WDJOnJ/Be1k/+iMrZXzN2f2sWqk+qThO++UGrbWlK7RG3atWtHii0Fq24lyZbErF2zGPX3KBL8E8AfVEWlZvGaNAprxB0l76BRWCPqhdTDyy3jCl5FJouKrqMsX24PCv3xB0pqaobdpr8/xoABGI89Bg0bSo6SIsY0TVITEuy5etLl7cnwOlMASE9JudHdzpKHn5892BMWhnfx4viEhOBdvDjeHh72wE9QkCPg4x0UlP0IHmdWuRJCCCHETa9ixYqMHz++wOq/ZQNEqqLSz6sbO6L38s3enxlW63FCvIq7VpnFByOkN1rkZBQjBfX8bIzST+Rvh7Nh9u2LHhiI9vzzKMnJqKtXw4MPok+eLP/bJ0Sa+qvHEGWNx/j9Py5OXUvnzp359ttvc81rYZgGjy58lAuJF6gbUpePOn7kch+yWvY+x4CRqaOcmmMPDMXuydivwDswSj6DGdiRBQc+peqEEdccrqoqpUqVYtGiRbRt25Zz75/j4XtCiAs16HYhkPvfn5dxFce0D5C6oXM0/iS7ovex+/IBdkfvZ1f0fg7GHuWyNZa15zeBF2xcvwvW53DC7uBuc2d4m+E83+x5inu7+Pu1MB0/jvrLL6hTpqCcOHHNbqNNG/vy9L16SRC+kKUmJuYc8Mn0uqguv+7u45NhdI9PWmDHO23Uj0/6UT+BgVg801ZGlVWwhBBCCJGLpUuXomkaHTt2zLB9+fLlGIbBXXfddd1t3LIBIgB2JNO4Rn02X9zOJzu/5ZOmo12uyij5EFrkZMA+zcwo9RgohZMPyLzrLvS//kLr0QMlLg512zaUPn2wLVkCZW/wCj9CFAFR1nhS/t5NzNS13HHHHfz++++4OTG14pN1n7Di2Aq83bz5teeveFo8Xe9EFsveZw4QtWvXzh4YOjnLHhiKyzilyQhsjFF7FGbJrhAZeU0TgW4++By4TEK1Yo5tZcuWZdGiRbS/807mzItiRb16NPLxQU8LDmXug6ZqVPGvQBX/CvQs38WxPUVPYX/MEe5f/wEp1sskWaMJdtM4FnPs2nO9BK0srVgwZgH+Xv7X7i9KrFaUP/6w5xb65x+UTMt/m6GhGIMGYTzyCFSrdmP6eAuyJSdnDPBkns6VKeCTmo+rb+QnNy+v7AM8V17XqIG3YeAdHIyb53X8DhFCCCGEyMHYsWMZM2bMNdtN02Ts2LESIMqNgsKYBi9x37JH+H7/NF6q8xSlvENdq8y7MkZAa9SYNSjJx1Au/4sZeGf+djgHZuvW2GbOxDJ4MMqFCyiHDmG5805sf/4JNWsWWj+EKIpSNhwl5ptw1JL+LFiwAF9f31yPWXdqHW+vehuALzt/SY3iNQq2k4aNDpUi0ZY0QInbn3FXUDN7YCj07hxX71rWfATj1oxjxOCMI4pq167N3IkT6dqvH7MvXqSRjz3Zc+WXeuMVrxNiNGdF35yHonpoHpz47zSescEEl6mKbhrY3l/P3ZXvZtLUSbhr7owcMZJtW7bxyMOP8PTTTxftlYf27EH9+WfUadNQLl7MsMtUVcwuXeyjhbp1g7zkablN2VJSMozkyXZ0T1rwxxoXd6O7nCWLpyfeadO4HNO5Mr9WFMcoIHdnRpLJ9C4hhBBCFIIjR444FuJJr1q1ahw9ejRf2rilA0QAd5e+k5YhjYk4v5mPdnzD+Ob/c7kuI+wh1Jg1AKhnp6IXYoAIgJo1sc2di2XQIJRjx1BOncLSvj36ggWYzZoVbl+EKGDh4eHZ5g1Kb8+ePcR+vATV15Ni7/RwJKXOSXRSNIPmD0I3dfrX7s+guoPyo8sZdFo/Dp+Qy/yz7mOWNmqEtvcDlPhDGcoYwS0wao3CDO3k9LLu2U1Za920KQtq1UJJN7Lx9JId+FQugbuR83ScmNhYhv/vf0yZPRvfOqWoMrIrANWrV6d06dKE+NhzOU34cgJqUV5JMT4eZfZs+/L066+dH2dWrIjxyCMYgwdD6dI3oINFh56a6nzA5/x5UmJjb3SXs6S5u+ce8En32s3HJ/fApgR7hBBCCFEE+fv7c+zYMcqVy7igzpEjR/DOp/QIt3yASFEU3m74MncveZCfDkznrQYvubyimRnUCdO9JIr1LMqlFZB8CjzL5HOPc1G2LLbZs7E88gjKrl0oly6hde6MPmMGZufOhdsXIQrQypUrcw0QxcTE0KdPH8wUG9We6IJaMff70TRNhvw1hBOxJ6gcWJmvu3xdICNhYlPjuLPScR7Xt2HZNCHDPqN4a3tgKKR9roGhzAGhnJJg31UsENJNc6vxWW9URUVRFAzD4P3x43nywQc5fPAgTZo04dLly2zesYMXRo/m5Jkz3N22LSceKOmob+bMmRnqL5LBIcNA2bDBnldoxgyU+PgMu013d8z777ePFmrXzn59bkGGrpN06RKJ58/bAzuZv2Z6JF++fKO7nCXVzQ3vEiXwKVEC7/SPbAI+7n5+RXskmxBCCCFEPunatSuvv/4606ZNo2LFioA9ODRq1Ci6du2aL23cMgGiAIs3AftjSap+bfDnzpItaFCsFjui9jBj/zyerDYA0zAcDyPdc0zTvk3XURQFz2LFcKwZolgwSj6IduIzFAzUc79jlH+lUM8TgOLFsf3+O9oLL6CGh6MkJqLdfz/6xImYDz5Y+P0R4gYIDw/n559/5uDBg4wbN46oqCjGth2b63E/bv2Refvn4aa6Ma3nNPw98jmHjmqgnJvJQmUuZZWM02yMEm3tgaESd173iCFnaD4eaIqKbhosXbqU/33+OePGj0dVVeJtNkc5Xx8fvv3gAx7r35/Ga1wfZVloTBO2bUOdMQN19uwsE06bdepgPPYYxoABEBx8Azp5fdIvzZ5lwCfT16SLF+3vYUWMomlZBnyye+0RECABHyGEEEKILIwdO5Y+ffrQtGlTSqUtcHHmzBlatGjBO++8ky9t3DIBorue/42EqCjcLBY+0n/ENE0Mm433v/kGTJOeQE/gMv/jE/L2Acji5YV3YKA9J0GgLz6GgrefiXexyXjWK4l3UAlHwkqvoCC8AgJQCvp/qf380BcuhIcfRp07F8Vmw/LII+hRURjPP1+wbQtxg9VfPQbffZeIutuPkeVH8vzzz/P222/netzO8zsZ/s9wAN5r/x6NwhrlX6dUA2qeQ2l4AsuhCMqm+4xrhLTHqPUmZom2+ddeHnXu3JmZ1WswPvIMHopKsMVCcLeuhBQvzsBevah4MyS837MHdeZM1JkzUQ4duma36eeH0a8f5mOPYTZq5HQQrrDoVqt96tb581l/zRT4sSUn3+guX0NRVbyKF3c64ONZrFjBvx8KIYQQQtwGAgICWLJkCeHh4ezatQtPT09q165Nq1at8q2NWyZAlJqQAKmppKam5nvdtqQkYpOSiL0mL0EiTL92ZTRF0/AKDLwaVEoXPPLO/Ehb6lZzd7+mnlx5eKD/+ivmsGFoP/wAgDZ8OJw7h/HOO0Xuw5EQ+eViYgyXq3mimwb/G2gP+LZr1y7HYxKsCQycN5AUPYWulbvyQtMX8qczqoF69leUgVtQ/FIy7FpvluJbswET75yfP21dB0VReKB4cR4IsecTwjDQ8+l/GgrU4cOos2bZg0K7dl2z27RYMO+6C6N3b/vy9GkJuguDaRgkRUeTfPkyCRcvkhgVRUJUFIkpKdcEe4rstC5FsU/byiV3z5XXXoGBEvARQgghhLhBFEWhQ4cOdOjQoUDqv2UCREWJqev2xJ6ZVs7JiYefnyNolGUgqWpVvEzTEWxy9/FBAdA0jK++gpAQtHffBUD7+GOUCxfQv/kGLPItFjcfrV9/Oug6Wr/+6DOmA1eTVh8+fJioJ6YS8Ew73JpWcByTW76i4cuGsy9qH2G+YUy8dyKqcp0fclUDap9FaXAS9XAE+F3dZRRry8OXfNmlhKFT9Kb9ZBYREXFdU9ny3alT9qljM2eibt58zW5TUTDbtcPo2xezZ898m0JmmiapCQnXjuw5fNi+RHtU1NUg0MWLJF66VCSndXkGBtpH8VwJ8ISGZh/wCQpC1bQb3WUhhBBCCJGF77//nocffhhPT0++//77HMs+/fTT192eRA+KiJS4OFLi4og+ftyp8pq7uyNxp3eJEngFB+PTti0+q1fjA3hPnozXgQN4fPYZ3mXKyIcAcXOJiaGDqoGhA1enlMVrK/nW0hnTagPN+QDPz9t/ZtK2SSgo/NL9F0r4lHC9b3oyauQvKA9tRvG1Zth16VRxiu2sgv7uFLb/O5ab4Y7rtH4cPocuk6BGsKz5iBvXkfPn7dNlZ85EXbMmyyJGixaYffti9OoFYWFOVetYrSuH5M3pA0K2pJxXfLsRLF5e+ISGOqZt+YSEZJzKFRLi+OpdvLhrI1KFEEIIIUSRM2HCBPr06YOnpycTJkzItpyiKBIgSq/vzz8zbcoUBj38MBY3N7RRo1FUFdU0MT75GEVR0DFot6QvUdbL/ND6YzqUaYOi2lf4UVQVRdMcr1VNw7DZSIyOJknTSNy/n8RLlxyPpFMbSTqzjcQ4SEj0JTHWxJqQUGjnq1utxJ0+Tdzp09kXWrsWmjWzP1cUvIKD7SOQ0gJLXlemFZRIy6Gkqhmmvd0yPxziphdljbdPKbPG07JtS4pPehiLlwe6mfPoDd3QGb1qNOPWjQPgtZav0a5CO9c6oSehHpmIum8cSnIk+F7dZQR2xCj7At+v+4cR797AIIufH2sMndaq86Gp6NQEYit5oKfaf38FuvkQnZpAoFshTNW6fBll/nz79LEVK1CyGI1jNmiA0bcvRp8+UL48pmmSHB1Nwr59OefzuTKtKzq64M8jjzIkbk4X3Mnuq3shTpsTQgghhBBFx/bt27N8XlBumRhAqYYNqXXyJKXq10fTNDRfX8dyz3rVqo5y91zqxZd7JjE9fiU9w/rmWq9nQACUKgWZE7ja4rBsao5iJGCqBrYmG7DZ3EiMjiYxKoqk6GgSL12yT0W4dMm+/HCmR1J0tH01nsJgmiRdvEjSxYtE7d/v1CHuvr54BwZmmzvJKzAQ7+rVHUEmD39/WX1G5Fn91WOIstqXJg9292V7NiuRJS7djVqpOHSC4v6B+O6+RHztoGzrvZR0icELBrP0yFIAXm72MmPajnGpj8qF1WjrB6MkZ8xDZh4NxtxcFv2Ln9K2/ONS/flF/+5b1o4bR4sR9iBVoJsPPgcuk1CtmNN15OcoItM00a1WUhMTSU1IsD8uXiT1n3/Qly0jdcsWUnWdVCAVsF75WqwY1goVsJYsSaqqkrp0KUnTpzuWaDfSrcBWVHj6+9t/FwYH41O6dI4BH8njI4QQQggh8iI1NZWmTZsyffp0qlevXmDt3DIBIoBatWrlWmZQld58uWcSi04uIyo5mmDPQNcas/hhhNyPdnYaipGIemEelrDB+IeF4e/k1AdD10mOibEHjNICSY5HuiBTYlQUibGxJJ4/j2615l5xPrHGx2ONj+fyyZNOlVfd3BzJTq8ZnZRpOtyV7arkSLrtRVnj0dLyAV0JFBEQwApdp0PatEjr9lPEjF+OpWJxzKdMtrcdS7geTvu2Wecd2nl+J31m9+HI5SN4u3nzwz0/0LdW7gHhrCjHpqBtHopiXk2AbwR1hu/OwSV/KII5aK5Y1nwE49aMY8TgHII+hoElxYZbipVLx47ZgzlJSfaHpyepCQlYExMzBnmuPE/7ak2/LynJ8dyakICp63nv+OXLsG2bq6edLzQPj6vTuvz98UkbgemTFgTyDAzkUlIS1evXx7d4cSweHlcPTlt2VAghhBBCiPzg5uZGSkpK7gWv06376TybqRb1g2pRP6gW2y/tYebRPxhac7DLTRglH0I7Ow0ANXIKRslBeVo5TNU0x4gcqlTJuXCpUpinT2NNSLg6IgkcybATL1wgMW2EkGPb+fOkxMW5fH55ZaSmEh8ZSXxkpNPHeAYG5h5ISrfPzdu7AM9AFBX6jOmsGDOGO8eO5cSJE8R9tATVzUK5N3o6Rqlll5R6S+QWuv7elcvJl6lYrCIzH5hJ/dD6ee+EaaDufhtt74eOTUZIB/T6H0FiCbSLD8ENGARi2GykJCRgtdkcQVxrXBzW48exJiai79zJum+/tZeJj8e2YQNzjx7FarORumMHVkPHquuk6DrW6tV5IN0bzXfMKPwTKiQZlmd3ZlqXr+/VEZHXrGAJuq5jHj6MX8mSaJLfTQghhBBCFLDHH3+c8ePH8+WXX2IpoIEWt1SAKDndB53MUy3SG1ylN8M3/o8ph2ZfV4AInxoY/k1RYzeiJB1CiV2PGdDC9fpyoSgKHr6+ePj6EliunFP/S62fPk1K794kbdliDygB8ffcQ0KDBlcDS1FRjiSuSYW8Kk9ydDTJ0dFcOnjQqfJu3t4ZRyddeZ45qJS2zbNYMZnKUcRo/fpDTAwEBKDPmE6wuy9R1njKH7RmmDLWrl07kpKS6NOnD/rlRHr16sX0Qd/kWPfmM5vp+ntXYlJiaFGmBfP6zCPIK/tpaNnSk9A2PoZ6as7VTZWHYjT4FFQLJF4bMMiOYjNIunTpaiAn09eU9K+vPI+Lw3rxItbERPu2hARS0kbl2Jz4n4PwVasyvN63d6/z534T8fD3vxrUySXgI4n6hRBCCCHEzWzr1q2sXr2a8PBwatWqhXemwRNTp0697jZumQDRJ99+y5SZM1m3cCHFAgJyLNu/Ug9e2/Q+W6J2sOD4EnqU7+xyu0bJh1BjNwKgRk5DL8AAkSu00qXxDg/Hb8gQ1N9+s2/880+M4GD0CRMg/Wo3Z85gGgbJsbH2oJGqknjgwNWcSemmvyVeumTPt3TpUqGu+pOamEjqiRPEnjjhVHlF0+xT3tIHjry97bmVAgNx8/LCLSwMi5cXFi8v3Ly97c89PXHz9sYtbbvFywvN3V1yLOWHmBhQNftXcOQcGvPvGMYOvZp/qF27djzyyCNs3bqVN998EyOXwOWmM5vo9ns3YlJiaFWmFQv7LcTPwy/HY7Kix55EX9GH1DP/YU2G5GSFlNJPk3y8HdZdv9kDNmfOkHr8GFbDwGqzkTx0qH1a1YED/LhsGdb4eO6NuYAl2YaWqvM5v+S5H7cq1WLBzcfH/vD2xs3bG/dMr9Pvd/fxweLtjWdAgH31rnQBIYun540+HSGEEEIIcYv76aefmDRpEifTUq/UqFGDV155hbvuuguA5ORkRo0axdy5c7FarXTo0IFx48YREhLiqOPkyZMMHz6cNWvW4OPjQ//+/RkzZkyeRgIFBARw33335e/JZXLLBIh8vL05fPw4Q15/nd+/+SbHD/IlPIN5ofbjfLbre55c+wr1g2pRwa9stuVzYgZ3wXQrjpJ6EeXSEkg5Bx6hrp5GwfD0RJ88GbN6dbQx9iS96pQpcPQo+owZULy4o6iiqngVK4ZXsWIElyoFFSvmXHepUlgTEq5ObUub6pbltLe00UqFuaqQqesknDtHwrlz112XoqoZA0menvYAU6agklNlkpLsz9Melri4DAEqNy+v237k0/jx4/n999+59957GT16NGPHZp28WrdaWXdgFYOn98MjLp57itXj3RIvcfrPf64ZlZPtaJ2EhLTnsejW1EwtmMB3aY9s/P234+mFs2cB8MiubFGnKLin/Ry6+/llDNh4eeHm42MP6Hh74x4Vhdvevbjv3Yt7airugFu6h6V5cyz3349b9+5YgoJw9/GRJdiFEEIIIcRNpVSpUowZM4bKlStjmia///47AwcOZNWqVdSsWZM33niDpUuX8vPPP+Pv78+rr77KoEGDWLJkCWBPTdCvXz9CQ0NZsmQJZ8+eZejQobi5ufHWW2/l2r5hGHz55ZccOnSI1NRU2rRpw8iRI/Hy8sr3c71lAkRDBw9m6YoVzP3rL7786SeGPfFEjuXfuWMEa85uYOPFbTy06nnCu83CTXXLe8OqO0Zof7RTX6OYNtRz0zHKDXPxLAqQomC8/jpm1apojz2GkpyM+u+/KG3aYJs3D2rUcLlq97QPjAHlyztVXk9NJSkqKtdAUvrtRWHVItMwHMl3C2PMlObh4RjBdCXYlOMopywCVG7pj0lIcASsrgSnVHd3jNRUTCdW0zNNEyM1Fd1qtT9SUzHSvupWq/25zWZ/nq7cledGaip6airm6dPo2H9R2saNc5TTVq5k2auvYqSmcvzIEdb+/TeP+PvTSdOY27cvbjt28MuKFRmCOylxcRip9oDO1Tt+BwvoXUDflaLnSiDHI+377O7ri0faPel4+PriHhaG58SfcLdYcNc0PFQV7d13cPf15eepU3n2xRftPyceHlcD7FlNYz14EHXqVNTffkPJYiSfWb06xqBBGA8+CGXKFPDZCyGEEEIIUbC6du2a4fXo0aOZNGkSmzdvplSpUkybNo0ff/yRtm3bAvD111/TrFkzNm3aRJMmTVixYgX79+9n/vz5hISEULduXd544w3efvttRo4ciXsu/4H66aef8uGHH9KuXTs8PT354YcfiIqK4uuvv873c71lAkSmafLO8OEcO32akR98QIM6dexLLGezgo6KypQ242n+531svLiNNzd/xAeNXs+6cl23P7Khl+iHemoCCgbq2d9IDXsaXAk25SSrPriyOtD996OXLYt7nz4oZ8+iHD6MpU0bUn/7DSNzkCiX83a5D6qKV4kSeJUoQbATxU3TJCUmxhE8uhJcSkoLJF0JLKVP0J2akJD3fhUxekoKekqKfUWnAqaoqj044O6O5uGBaRj2gI6uO4I7BRKke+MNx1MLsHHdOsfrhgCxsRxasACw54M+fexY/vehkLl5e9tH5vj44O7nZw/e+PnZAznpX+u6/Xm6QI9buuceVarg5uNzdSXALBIpZ1CqFO6L/gItLfijm1jr1bM/9/PDI21qboapfFfu75gYtDlz0KZORV2//pqqzWLF0Pv2RR84ELNJk6vJ+l35/VAUZXEeV65TllMfb5Xzvl3l9fvnzHtlXtssCn0oIFf+Lsvu77NClx/XOj/+Pstrm1mVEUWTKz9jWW7Ow72TT23mq4K+T1ztQ2Hcv7ntl/u7wGR331z5z/HY2NgMM488PDzw8Mh5HoCu68yfP5/ExESaNGnC9u3bSU1NpV27do4y1apVo0yZMo4A0aZNm6hVq1aGKWcdO3Zk+PDh7Nu3j3pX/ibPxvTp0xk3bhyPPvooACtXrqRfv358+eWXqPk86+SWCRAdP3YMH29vPnn9dfo//zwDnnmG94YN4/DhwzkeN7biSwzbP5Yv9kykqlGeO4OaXVPGFheH5fz5HOsp694Mf+s6lNRznN/3G3Eera/rfJzpg83VFcr8/HD7+WcqvvACXgcOoMTE4Na9O5HPPkv0vffm2GZW/SpUQUEQFIRn1ap4AoHZFNOTk0m5fBlrdDQp0dEZvqZGRpISE0NqfDx6Sgo2XUdPTrYHZNK+GoWwhGBRYhqGfVTOje5IEaR5eWHx8bGPzPLxweLjg5vFgsXTk/iUFEqUKoUlbYTXzn37aNqqFRZvb96PX4Pu5YHVU+OLRs/Yy3h7oziZKPma+z3tkQSQmIgtbSpbduUzs8XFUc3TEy0hgQg/X5oZJkfSfj+mpqZe+7tS1/FasoTAhQsJCA9HzXRPmKpKXMuWXLrvPmLbtcO88mZ64IBT53czyenaHj169Jpthf57UeSr3O6lzJx5r3SmjqLWh4J26NChQm0vO/lxra/3++dKm1mVEUWTKz9jOXHm3snvNvNDvn2Oyec+FHS/nLl35f4ueJnvG0VRKF++PHXq1CE+Pt6x/bXXXmPkyJFZ1rF79246d+5McnIyPj4+TJ06lRo1arBz507c3d0JyJQHOSQkhHNpaU7Onz+fITgEUKJECQBHmZycOnXKke8I7LlaFUUhMjKS0qVL53p8XtwyAaLyFSpw7MgROrVrx/cffcTgYcOYsmgRA/r1w80t+9E8lStXZr9yjAn7fmH0kU/ZUmcxJb1KZCxUqhT45ZzsVr38NOyzj34ozTJSKz983eeUax+cWMUsW9Wrw9q16I8+irZoEYquU+rLLwmJi8P2+uugaU6d93X14UbJPNIii3MwDQNbSgq2xERSk5KwJSc79Tw1MRFbLs9tSUmkxsXZn6ekkJqUhCn/M5Bv3H19cfP1vToS58rzdK/dfH1x93bH6+JsvKy7cPcEd0/Qqj+IVv8V3P387eV8fLJe+Sqb0Tr7PvuM9k89BUBUxDFURcUwDRqkDTfNk7zee86U//F7DMBctw6lRQsqp+1yc3OjcuXKYJoohw6hzZ+PNn8+SqYgFIBRqxb6Qw+h9++Pe1gYJYGSzp7TzSqLa2sYBkePHqVixYrX/s/Nzfh7UVyV272UmTPvlc7UUdT6UEB0XefQoUNUqVIFrSisLJgf1/p6v3+utJlVGVE0ufIzloU83Tv51Ga+ys/PMfnZh4LulzP3rtzfBSa7+8Y0TaxWK7t27bpmBFF2qlatyurVq4mNjWXBggU888wzLFq0qED7f4XNZsMz0+Isbm5u2ApghsctEyC68ge6qqr079GDTdu28dXkybw1bhwfjxqV47EfNXmDiPOb2XZpN1/s+ZFPmo7OWEDT7I+cBLXF9KyAknwMLTYCI+UoeFe5nlPKvQ/X+4dVQADGrFnw5pton30GgGXyZNRjx9C//NK58y4Kf9zllTPXUdOwuLmBr2/B9CFTgEEvUcIeOEoLJKUmJWX8mkWwKTUpyR6cSgs6OcolJ1/dl/6YhARHUKpAKAqau7v94eaGmvZVc3dHdXNzPNeOHiVWUSiuaSiNGtnLurmxdccOmrVsaS975dh09VyZmnUsJZL3/vuEWDWZOhUa8dX93+NfrLhjmpZTyb0TT2FZez/K5V0AmIoF/Y6vMSs95ty5ZvNzryhKhjcfxVHchfskr/eeM+XTyrRunTbC0TThyBF6Jyfj/vLLKBs2ZBkUMoOCMPr3xxg8GBo2tH+vnT2PW0EO11ZV1Wu/vzfj70VxVV6/f868V+a1zaLQhwKmaVrRCBDlx7Uu6N8Bt+rfY7cLV37GctztxL2Tz23mi6LwXplVHwrj/s1tv9zfBS7zfXNlipm/v7/Tq1S7u7tTqVIlABo0aMDWrVv57rvv6NWrF1arlZiYmAyjiM6fP09oqH3xqpCQELZs2ZKhvgsXLgA4yuTENE2eeeaZDAGs5ORkXn755QxL3csy9zn48I032LJzJ19MnEjThg3pfc89RERE0LJly2vKemgevNfoNe75ZzA/7P+VV+oOJcSreBa15kBRMUo+hHbsXQDUs79iVBqTH6dSsDQN48MP7SucPfssis2GGh6O0rs3tj/+AFlxqFBcCYZ4+PsXXCNpQakro6NSk5NJiY/nyMGDlAoJQff3x3bqFLaUFFRNQ7VY0EqVuiZQ4wj4pAWDrjzPcqRNNsaMGcNz6VYl++uvv/j4/vv54dVXefjh7EffrT25lsdnvEp85WTal2/PtL7z8HbzzrZ8lqL/w7LmfpTkSPv1cAtAbzEDM7RD3urJQla/X4oU04RDh1DXr0dZvx5l40aUCxeollVRTcPs2hVj0CDMbt0gl/nYQgghhBBC3C4Mw8BqtVK/fn3c3NxYtWoV3bt3B+DgwYOcOnWKJk2aANCkSRM+/fRTLly44JhaFh4ejp+fH9WrV8+1rQEDBlyzrW/fvvl4NlfdsgEiNzc3fvvmG5rdcw879u7NMUAE0KlUGxoXr8/mi9sZv+cn3mv0Wp7bNEL7oJ4Yh2Iko56fjVH+FdDy+OH1BjEffRTdzw9t6FCUmBiU/fuxtGqF/u23mI0b3+juiXykqKp9uXIvLzz8/fFLSiKkcmW0smWdmn5XEGrUqEHZsmUdmf+zsubEGu6bcR8JqQl0qNCBuX3m5jk4pJxegLbhYRQ9EQDTpxK21vPB3/VV/NJL//sl0M0HnwOXSahWLF/qdllqqj0QFBGBOn8+yunT2RY1vbwwGzfGvPNOjB49oH79QuyoEEIIIYQQRc/YsWPp1KkTZcuWJS4ujtmzZ7NmzRrmzJlDQEAADz30EG+++SaBgYH4+fnx6quv0qRJE0eAqEOHDlSvXp0hQ4bw9ttvc/78ed577z2eeOKJXJNiA3zzzTcFfYoOt2yACKBUaCjb/vmH4MDsUhlfpSgKr9d7jgdWPMm3e6cwvM7TBHkUy1uDlgDM4t1Rzs9E0eNQLizALHlttK+oMlu2xDZ/PpbHH0c5cgTlwgW0Bx9E//BDzF69bnT3RBEWHh5O+/bts32dHV3X0TSNSpUqMXDgQCpWrJhluX9P/Ev3Gd1JSE2gY4WOzO0zFy83L+c7aJqoBz5H3fE6CvYhpUZwS/RWs8Ejj6MFnbSs+QjGrRnHiMEjCqT+HMXHo6xahfrPPygrVqDExmZZzPTxsQeEmjXDbN4cs25dyCFnmxBCCCGEELebixcvMnToUM6dO4e/vz+1a9dmzpw5js8777//PqqqMnjwYKxWKx06dGDcuHGO4zVNY/r06QwfPpzOnTvj7e3NgAEDeCPdis5FxS0dIAIcwaH2qz4g7sxOFq8fx7LmWX9gu7dsJ+oF1mRH9F6+3jOZtxq+lOf29LBBqOdnAqCdnYottP/VJZ9vBhUrYps3D+2ZZ1DXrkWxWrG8/DL6oUMYI0ZAPi+jJ24NK1euzBAQyvw6KxcvXqRr166MGjWKHj16ZFsufXCoU8VOzOk9J2/BIVs82taXUI/94thklBuA3vgH0G6haVPnztkDQv/8g7JuHYr12jXpTDc3eyCoTRt7UKh2bbDc8m8DQgghhBBCuOyrr77Kcb+npyfjxo3LEBTKrFy5csyaNSu/u5bvbptP+7u++4ddf24kKinr/0kH+yiikfWfA+DrvZOJtbqwpKBvXQxf+7QMJWEPStx/LvX3hgoIQP/5Z/Snn3Zs0iZMQBsyBBISbmDHxI0SHh6e7b76q8ewrOQl6q+259zS+vWnw+49aP36Z3uM1WqlR48ebN++nZMnTwL25RozW318tWNa2V0V78pzcEi5uA7L0iYZgkN67bfQm/5cKMGhAs1JZJqwezfqhx+itWqFW7NmaKNGoa5alSE4ZPr5Ydx3H7apU7Ft2YI+dSrGU09h1q8vwSEhhBBCCCGEw23z6SCgSXn8qpcEw8yxXK/yXakRUIV9MYeYsG8KI+s9m+e2jLBBqAe3A6CenYbu38ilPt9Qbm4YX30FpUqhjh2LYhioS5ei9OmDbeJEWW7xNpPTiKAoazyXq3miW+PtG2Ji6KBqYOhZlrdarcydO5ejR4/y2muv8dxz9qBs5vpXHV9Fj5k9SExN5O5KdzO792w8LZ5ZVXktw4q6+x3UfZ+gYABgaj7ojb/FLJd94Cq/5XuASNdRNm9G+ecfezL5w4ezLGaGhWHcdRfmXXdhNmtmTzZfqtS1OaaEEEIIIYQQIs1tM4IooEkFineqieqec0xMVVReSwsKjd89kYTUxDy3ZQbfi2kpBoBy8U9IjcpzHUWF8fDD6JMnY/r5AaDs2YOlRw+UbdtubMfEDZV+RFGwuy9lDiQT7O6b63GGYfD4449z9OhRHnvsMf73v/9lWW7lsZV0n9GdxNREOlfqnLfgUOweLMtbo+37yBEcMoKbY7t7c6EGh/JNUhLKkiVoI0ZgadIES79+aBMnXhMcMmvUQH/hBVIXLcIWEYHxv/9htmkjKxEKIYQQQgghnHLbjCC6whaXnGuZfhXv491tX3A47jhTDs1maPmReWtE88QI6Yt25gcU04p6biZGmaEu9vjGM++8E9u8eVgeewzlxAl78up+/dA/+QRzyJAb3T1xA6QfUbS97VjC9XDat816hFH91WOIssYT5OZDpwXxzJgxg5YtW/L111+jZJGfa/Xx1fSY2YMkWxJdKndh5gMznQsOmQbqoW9Qd7yBYqTYNykWjNpvYVQfAepN9OvONFH+/Rd16lSUVatQUlKuLaJp9lxC992Hce+9sgy9EEIIIYQQ4rrcNiOIAE5OWsu+52cQn0seHYtqYWiNwQBMOzzHpbaMkgMdz9Wzv4KZ9XSbm0aVKtgWLMBo2hQAJSUFywsvoI4dC4ZxgzsnClLmHENZySkhdZQ1Hk1ROTltJV9//TVt27Zl8eLFWLLIf7PpzCZ6zuqZ9+BQ4km01d3Qtg2/Ghzyq4Gt41qMmiNvnuCQ1YoydSqWxo2xDBpkn9aZLjhk+vhgdOuG7fPPsZ0+jb50Kcbzz0M2q78JIYQQQgghhLNuqwCRR1gApm6wZuPGXMv2q9QdTdHYdHE7+y7uy3tjXuUxit0JgJJyCiV6Vd7rKGoCA9GnTcPo29exSXvvPbSHHoLEvE/FuxXllMz5ZhVljedUNU+iruQYyk1AACu8vSAgALBPQfP4eSsJv6ynXr16zJkzB0/Pa4M+O8/v5N7p9xJvjad9+fbOBYdME+XE71iW3oF6foVjs171BWx3bYDAhk6f5w0VHY368cdYqlXD8vjjKDt3OnaZJUqgDxiAbfJke5LpCRMw778fgoJuYIeFEEIIIYQQt5rbKkDkV9ueWDk8IiLXsqFeJehc2h7g+XXXry61Z4QNcjxXz051qY4ix90d/aOP0EeNwkybHqTOno2lbVuUDRtucOduvJUrV97oLlwjv4NWua1Sps+YzoratdBnTAfgZ7+eHJ/5L5UqVWLRokUEpAWO0jt46SDdfu9GdHI0zUo3Y06fObkHh6yX0NYPxLLhYZTUGABMrzLY2i7GaDAONOdXO7thjhxBfeklLJUqoY0ahZIuibTRsCG2CROwrV+P8cEHmO3bQxaBNSGEEEIIIYTID7dVgMizTCCanyfL16xxqvyDle8H4Pddv2OYeZ9GZQa2x/QoDYASvRKST+S5jiJJUTCeeAJ94kRMX3tiYmXHDixt2qA9/jhERt7gDt7e0geEtH79Ub+ZkOOS83kWE0OHxCSIicm2SJs2bbh8+TIAtWvXpmzZsvz555+ULFnymrInY0/S9beunEs4R92QuizsuxDfXBJeK2f/wbLkDtRTsx3bjHL9sd29BTO0g2vnVZguXkQbMgRLrVpo33yDkjbt1VQUjB49sK1ahT5vHma3bqBpN7izQgghhBBCiNvBbRUgUlQF39ph7Ni7lwtRua8sdl/Zu/B38+NE7An+PevC6BhFc+QiUjDtuYhuIWbHjthWrcKsU8exTZ06FUvt2qiffgpW6w3sXeHLKlfPjZhylmEUkxPBnPx26dIlhg0bxvDhwwFwd3fnhx9+oHLlyteUPRd/ji6/deFE7AmqBlXlr/5/EegVmH3ltkTUrS9i+fcelGT7aBvTLRBb82nozaaAew7HFgW6jvrDD/Z7ZNIklLT8Xaa3N/rQodh270afNQuzRYsb3FEhhBBCCCHE7ea2CRAFuvkQdiSFkHoVAFi5bl2ux3hZPOld4R4Afj0yz6V2jZC+mIp9mWn13Ewwcl9F7aZSty62jRvRx4/HDLR/OFfi49Fefx1Lw4Yoixff4A4Wnqxy9RTGlLOCDkI5s4y9aZpEpQVdg4KCqFWrFpUqVcI0TQA6dLh2VE90UjTdpnfj4KWDlPMvx+IHFxPqG5ptG8qlzViWNUU7NMGxzQjthK3zf5hl+2Z7XFGhbNyIpWVLtOeeQ4mOBsD090d/+21sR45gjB8PVarc4F4KIYQQQgghble3TYBoWfMRtDlfjEWD/gdA+Nq1Th03MG2a2Zxjf5FoS8p7w+7FMYt3A0CxRaNc/DPvdRR1FgvGldEPTz3lyE2kHDyIpXt3tJ494dChG9vHW1T91WMYtW+uY9SSMyuO5dX2tmN5t0Yvtrcdm+X+9evX06ZNG3r06OEICM2cOZM333wzy2XsAeJS4rhvxn3sPL+Tkj4lWfzgYsr6l826A6mxqLvfQVvRBiXuAACm6one8Av0NovAq/T1n2RBiopCe/ppLK1bo2zd6thsDByIbdcujDfekITTQgghhBBCiBvutgkQXVGxbFkqli3rVKJqgFahTagQUIG41HgWnljqUptGyXTJqiNvkWTVWSleHOPrr+1JdVu1cmxW//oLS4MGqG++CfFOroQlnJJ51FKeVxxzUoZl7AMCwNAhIID9+/fTtWtXtm7dSqNGjUhJW5I9u8AQQFJqEr1n92bjmY0Eegby54A/qRKUaeSMYUOJXIy2fhCWP8qi7XkHxdTtuwIbYbtrI0aVZ0Apwr/CdN0+5bJDB9TJkx2bzTp1sK1YgT55MmSRk0kIIYQQQgghboQi/Omq4LRv1YrDx49z7OTJXMuqisqDdR4E4LfDrk0zM/3uwPSpaa8vfhvE78z5gJtdw4boK1ZgmzIFs3Rakm6rFe2TT7DUqYPy22+QNtLkVpJ5KlZuq33drPQZ09EX/03CLz8zcOBAkpKS+Ouvvxg/fnyWy9eDfQrapjObGLZkGJW+rkT48XB83X1Z1H8RdUPqXikE0VtRt72CZVFFLGu6o56cgaLbR+6ZioZe6030DqvBv0Zhna5LlP/+w9KjB9ro0Shp+Z9Mf3/0Tz/FtnEjZuvWN7iHQgghhBBCCJHR7RkgatkScG65e4CBde2JppeeWc3ZxPN5b1BR0NONItIip+W9jpuNomD2749t5070117DdLfnYVLOnMHyyCNo7dpBuuk2NyOtX3+0Ll0dAaDtbcfS6WzQ1alYhZAg2pn8QAXltddeY8eOHbz55pvceeed1+y3GTbWnlzL6JWjqfN9HVr93Ipvt3xLVFIUpXxLMb/PfJqUagJJp1H3jcOy9A7cljVDOzgeJeWcox7TPQi98hBsnTZg1B4DqlthnmbeREWhvfYall69UHbtcmx2TCd7/nmwWG5gB4UQQgghhBAia7dlgKhj69Z8/e673NW2rVPlqwZVpVmJhhimweSDM11q0yzRA1PzA0C5uABshbeq1A3l64vxzjvYtm/HuPdex2Z13ToszZujPvMMXLhwAzt4HWJiQNXyFADK74TS1wSlCsn8+fP59ttvufPOO3njjTcc20/FnmLStkn0m9OPsM/DaD+1PR9FfMTBSwfxsnjRv3Z//uj3B4eGbONO8zjaqq5YFlVC2/kGSuxuRz2m4oZRuie2lrOw3XcC444voVi9Qj3HPEk/nWzGDMdms0YNbDNnynQyIYQQQgghRJF3W/1Xdsu0kUPFg4J46qGH8nTs0zUGseHCVj7Y8RW9KnSlesC1S3bnSPPBCHkALfJnFCMZ9fxsjFKP562Om1nlyuhz52IsWYI2fDjKgQMopok2cSLq7NkYb72F8fTT4FaER4c4oV27dldfBASwQtfpoGmOTStXrsyYzycfbd26lfg3F2KejcO3a11OVj9JhQJo5/jx4zz11FMUL16cX375hW3ntzFrzyyWHFnC7gu7M5QN9grmrkp30blyZ7pXuQf/mM2ox6ahbO+HoideU7cR3AKz/ECMsr3B/eZI3Kz89x/aW29lGDFk+vlhvPwyxqBBMmJICCGEEEIIcVO4rUYQXQkQXRF5/jy9nniCM+fOZXPEVQMr3U+nUm1I1lN4cs0r6Iae5/aNkleDUmrkNDCNPNdxszM7d8b233/oH32E6Zc2ouryZbSXX7bnJ5o0CazWG9xL16UP/ugzprOidi30GdPztY3Mo5AaNWrECy+8QIsWLUjefhK3BBsXJq2iSpUqdN66lXNpiaPzQ0xMDA8++CCXL1/mux+/Y/ze8bSc3JLPNnzG7gu7URWV5qWb81abt1j7yFpODTvFlHavMEjfSeA/DbCs7oZ64rcMwSHTpxJ6rVGkdt2D3mEVRuWnbo7gUFQU2quvXjudrFcvbMuXYzz6qASHhBBCCCGEEDeN2ypAlNnq9etZtGwZS1auzLWsoih83+oj/N38WH/hP8bv+SnvDXpXwQiwB6mU5KMoMc7lQLrluLtjvPQStt27MQYPdmxWjh7FMmQIltq1UX/88aYOFF2P3KahrUz7eTUMg59//pkhQ4bw3Xff0aJFCzZu3EhkZCRz5syhe/fuHE5KpHha/qf88PDDD7Np0yYee/0xxkaO5fMNn2Ni8kCNB/i156+cefEMqx9ezajGj9Msbg0ey5rhtrQR2oHPUJLPOOox3YqhV3oSW/uV2Lruxaj9FvhWyaHlIuTKdLL27VFnXp1yataogW3WLPTPPoOQkBvYQSGEEEIIIYTIu9s6QNSve3e2LF7Mo/36OVW+rE8pxjUdDcCY/8ax9/KhPLd52yx574ySJdEnTsS2di3G3Xc7NivHj6M9+yyWmjVRv/8e8nEEzM1gpRMBS4ABAwbw1FNPoWkakyZNYsWKFdSrVw83Nzfuu+8+Zs2axZ7mLdDSlpw/ffbsdfdtxJgRdHm3C796/8rO8zsp4V2CuX3m8nuv3+lTqw/BiQfQ1tyPZVFFtB2vocTscBxrKhaMUvdhazHdnleo0TeYxVtCWv9uBsqGDVhatrSvThYbC9ink+ljxmBbtAizSZMb3EMhhBBCCCGEcM1tP/+hbg37ctntV77PwfkbqN63NctbvpJt+Yer9GHusb9YfHolT6wZzqpuc7Cozl9GM6gTpnsoivUcyqV/ICUSPMKu+zxuZmaTJuiLFmFs2ID63nuoixcDoJw8ifb886gffYTxyiv2KTvZLKNeVGXISeSi8PBwx9S1lHTBsj59+lC2bFlGjx5NQEAAhmmw7Mgydl3YRVxKHPHWeOKr76e4zQP3CPi0QweWz5jBHXXr5qn9P9f8yT8n/2GnbSdrTq7BxASgW5VufN/te0J9QlDOr0Td+wHq+WtHPxlBTdPyCvUBj+LXcSVuoAsX0N58E/XnnzNsNnr1Qh85UkYMCSGEEEIIIW56t32A6IqDCzZyfv52vCqXgJbZl1MUhQktP6Dh/LvZdHE7X+/9mRdrP+F8Q6obRugAtJNfoGCgnv0No/zw6z+BW4DZrBn6woUYmzejvvsu6l9/AaCcOoU2bJg9UDRiBMbjj4OX1w3pY/pgTW50Xb8m71Veaf36o+o62nffs2DQQzzzzDPcm7YaXO/evenduzcXEy/y6fpP+fG/Hzly+UjGCtJij8V6Wii9uxylQkOdbjs+NYHRi1/im83fZBhr2CisEU81fIpH6j2Mem4p6sYPUKPWZTjW9CqDUWEQRvkHwa+6S+deJOg66o8/or71Fsrly47NZo0a6O+8IyOGhBBCCCGEELeM23qKWXqBd1YFVSFq8Z5cy5bxCeO9Rq8BMO3QnDy3ZYQOwMS+spV67ncwbs9cO9kxGzdGnz+f1PXrMdKCIQDKmTP2ZNbVq6N++SUkJRV635yd/pWQkEDHjh356quvci0bn5DAgQMHWL16NQsWLODixYvoeloS9JgYOiQmQUwMYWFhqCkpeBw+DDNnseH0Bh5d+CgVv6rI6yte58jlIwR4BNCnZh+eavgUw5sPZ+yxStRO8OGyh40DdxxhyI7XORF/mvCICEzTzLZPf58Kp8H8u/nmP3twqF5APT7t9CmHnj3EukfW8liJICwrWmJZ0z1DcMj0rYKt8Q/Yuu3DqDP2pg4OKevXY2nRAu2FFxzBIdPfH/3zz2U6mRBCCCGEEOKWIyOI0rgH+1KsaUUurz/Czn37HFPPstOzfBeeWz+KHdF7uZAcRQnPYOcb8wjFDO6MEvUXSupFlKglmCXuu84zuAXdcQf63LnoW7eivfce6sKFAChnz6KNGIH6+efo77+P2b8/KEqeRvcUJKvVSr9+/YiIiOCll14C4Ny5c9x11100bdoUsCeYrn/XXZw+e5b4hIRr6pg2bRp169Yl9MgRnihdlnuDg2jUqBFbD+/j/UXv0yTuY7b/st1RvmHJhgy5Ywh9a/XFx93HsV37eBuvnq7Ex6WP8F6lU/x1ajn/zFpN6p5Uyk0tzah7htG8Sj1M0+Rw9GG2HlvBnGN/MefYnwBUCKjAV12+onPlzmDqKCdno63/ECU243L2pn9N9JojMcv0gTxMuSySrFbU0aPRPv88w2Zj0CD099+H0FA4cyabg4UQQgghhBDi5nSTf5LLXyW61Oby+iN8PXky33/0UY5lQ7yKUyewBrui97Eych19Kt6bY/nMjJIPoUbZp1CpZ6eiS4Aoew0bos+ejb59O9r776POmweAcvo0locfxvj+e/oMqs5Jqzvx2kq2tx0L5G06mDPqrx6Db8lLzF89xtFGZrqu8+ijj7J06VIeffRRunfvDsD+/fu5dOkSZ9MSRauqSkhwMGXCwggLCaFkpUqUWboUv9RUlqSmcik2lq2HD7MxKopibm4Ur6Ax+a9nmLl3JrEp9uTInhZP+tTsw5BGQ2gc1hglq2TPAQGs0XVGxTSgR/fvGRoxknXnt0BtOMFpnjr/Ku773TACTGwW29XjDCh/qgxbv9yKj8Ud5dgUtL0focQfzFC9WawBes3XMUv3AOUWGJB47BjaQw+hbtzo2GTWq4f+5ZeY1zldUAghhBBCCCGKMgkQpeNTJQTvKiX4bd483nnlFUKK55xQt0NYS3ZF7yM8cm2eA0RmQAtMr8ooSYdRYzeiJ+wHn5t3Ok6hqF8ffcYM9J070UaPduQoUiMimLUugt871+b9Es0dxVeuXJmvAaIoazyXq3miW+Oz3G+aJi+99BKzZs2iZ8+efPPNN46gTdu2bTl69CijRo1ylF+ebol0SpVCO3wEYmIo5+tLB03j1MTPmfRCO2aWPk8r70jYthmAyoGVeeqOpxhcdzDB3jmPXNNnTMcID0dv355aZ86wsutsXhz/KsXalmT+0cXsjTuINTjVXtgG3hegeiLUw4e2HUvgv+UJlKgNKEmnMtRrBDXDqPUGZskuN9UqZDlR5s9He+qpq9PJ3Nww3n0X4/nnwSK/KoUQQgghhBC3NvnUk0nxLrU58fVKfvj1V0YNG5Zj2fZhrfhyzyRWRq7LsVyWFAWj5CC0o28DoJ6dhlH5HRd6fBuqWxd9/nyMJUvQhg9HOXAA1YSBi3dz778HUU/X4KOEBObPn0+VKlXo1q0bwcF5mALoorFjx/Ldd9/Rvn17pkyZgiVTUMHNzQ3PHFZh02dMx6pb+fbdwXxRK4XFX1dCr2rPReSlq/SqP4CH6z1M2/JtUfMwWid9kMwy9Bn6GzZaH4vif2P/x8VLm4g8s4YKXlZ89HO4WyPTSiYAW+HU1gx1GSXutAeGSrS7ZQJDpKSgjhyJ9s03jk1mpUrov/6K2ajRDeyYEEIIIYQQQhQeCRBl4t+4POVKl+b7qVN5ZcgQPDw8si3bJrQpmqJxKO4YJ+JPU863dJ7aMkJ6oR7/GMVIRD0/F6P8a2Dxvd5TuG2YnTtja98edcIEEt8ejV9iCgEJVnjlFe4HVgGPP/44mqbRs2dPfv/99/ztQEAAxMRAQABfffUV77//Po0aNWL27Nk5BoKyPBfTZOrOqby+4nUuuF2AtJlcLWICePh8afqeL4Hv6Ml572NSJEr0ZpTY/Sjn/kO5aw1tApNQPGyou1ZQEigJkEO+b1NxwwztiFHzNczirfLeh6Ls8GG0gQNR//vPscl44AH0776zf3+FEEIIIYQQ4jZxCyQNyV+KpvLMww9z7uJFZvzxR45l/d39aFK8PgDhkWvz3pjFH6NET3u7RgLqhXl5r+MWFR4e7lxBd3eMF1/Ec/8hNtWvj5k2qqUmsAQ4Vq8ej995JyVLlnQc8sHXXzP6k0+w2WxZ15mNYHdfyhxIJtjdHsTTZ0xHX/w3U7rfx/Dhw6lWrRp//PEHfn5+WR6v9etPh9170Pr1z7A9xhrL4AWDeWLRE1xIvICP6cPw5sPZ/tR21mxvzJPnyhCg5yGWG7cfdd8naMvb4LaoPJa1D6DtfAP1/GyUknEoHlmfd6zigeHXkPlmFb4wm/CC0ZHULruw9YpBb7PwlgsOKbNmYWna1BEcMj080L/6Cv233yQ4JIQQQgghhLjtSIAoTaCbD2FHUgh08+Gxfv3w8fbmq0mTclwKHKBdmD1x7YrICJfaNcIecjxXz06DXNq7XTi7nLxDaCjzunXjtxdfJH2orvyOHXy3Zg3jvbwgLg6AOX/+yYIlSxxTwFJTU51qYnvbsbxbo1eGBNUrVqzgiSeeoGzZsvz9998UT5e3Kioxiq1nt5JsS7ZvSLdk/RUbL2yl6cJ7mLFnBpqi8U67d3jO+hwfdPiAmsVrOnfupoFyaRPqzlFYFtfFbXFdtJ1vol7akHXxOA/ME8XQwx7hHaMFj9o609EcQNWAJ9HrzeMtsw2/UI+VlAO/ajf/qmSZJSWhPvccloEDUdJ+JswqVbD9+y/G00/fOlPnhBBCCCGEECIPbrFPfnkTERFBy7SViZY1H8G4NeMYMXgEAG++8AL+vr4YhoGWQx0dwlry4Y6vCY9ci2maWa8klROfWhh+jVHjNqMk7keJ3YQZ0NTFM7q9xcfH88wvv1CsbFn2jh5N6ssvExAfj2K1oo0bh/rrr+jvvMOGhQs5c+GC47h+/frh4eHBmDFjqFGjRo5ttG/fnpSUFBITEwkMDKRBgwZ06dKFDz74gLJlyzrK/b77d579+1nirfG4qW7UC61H0ypnqZTiw1lLMidXPc/phLNsuLAVm2mjQkAFpvacSrPSzRizZMzVBgMCWKHrdNAy/RQaVpTzq1DOLEQ9/QdKctbLrpv+tTHCumIWq4uZHIz27HtguIFhYAx4m1mnx2KaJhra7REY2b8fy4MPouzc6dhk9O+P/s03kM3ILyGEEEIIIYS4HUiAKJulq0cMGeJUHc1L3IGn5sHZpAvsjTlErWJV89wPI2wQapx9hSr17FT02zxAdGU5+Z+WDSfY3dfpZetXrFhBbGwsP/30E249evDx/v2MtlhQP/8cxWpFiYzE8sQTqPXrU+6ttzBLlSIlJQXDMJgzZw7z5s1j0KBBjBo1ivLlyzvabNq0KZGRkVSpUgWAnj17snnzZi5cuEBQUBDz5l2dGpiYmshLS19i8nZ7viBvN28SUxPZErmFLaXSdfboCcfTEn5V2Ph4BMU8iwHQrl07x770q5BhpKKc+QP19HyUyL9RUmPIzETBLN4Ss1R3jNL3gW+VqzvPnAGbdtuOG1R++w3t2WdREhIAMD090cePx3zkkdsjOCaEEEIIIYQQObhNPyo6L7fpR54WT1qFNAFgpYvTzMzgLphu9lW2lKjFYD3vUj23iihrPKeqeaIpKlHplpTPadpZXFwcZ86coUuXLnTv3h0Aq7s7xjvvYNuxAyNtG4C6fTuWBx5Ae+EFPKKimD9/PqtWraJMmTL88ssv1K5dm5deeonDhw/zwQcfULVqVQYNGuSYbtilSxcGDBhwTR/2XNhDy8ktmbx9MgoKb7Z+k4vDL3LgmQNM6zmNl06Vo++Fkrx0qhyfNBlFudB2VCvbg9ASrR3BIeCaIFj71neg7v8My1/Vsazrj3pieobgkKl6YIR1w9b4e2z3nUBvH45R/aWMwaHbWWoq6rPPYnnkkavBoRo1sEVEYD76qASHhBBCCCGEEILbfARRbroMHMily5fZuHVrjuXah7VkeeQaVkSu5ZmaD+e9IdUDI7Qf2qkJKGYq6rkZGGWfd7HXtyc/Pz+eeOIJhg0bdu00v0qV0GfPxggPRxs+HGXXLgDUhQtRli7FeOUVWgwfzoMPPkjbtm0ZPXo033zzDd+kLXtuKeHPmEcesU831DSGDRuWoXrTNJmyYwovLHmBJFsSJX1K8kuPX2hfwR7oqVCsAhWKVWBA1FzHdDG99hNMuXQaTVHRTSPrk0o8iXrwa9QjE1FscRnbdAvADOuGUbo7Zujd4CbTo7IUG4s2YADqP/84NhmDBqF/+SX4+NzAjgkhhBBCCCFE0SIjiHJQrVIlalSpkmui6vZpiapXn12PbugutWWEPoiJPbChnv0NzLytsHU7u3jxIgCdOnUiJCQEyHrFMLN9e2wbN6K/8w5mYCAASnIy2jvvYKlbl/p79tCpY0ciIiIIGNUNz9ZVCHi+A4ETH+Lpp59Gy5wHCIhLiePRPx7lyT+fJMmWRKeKndj0+CZHcCg9fcZ0VtSuhT5jes4nFL0VbcPDWP6qjnbgc0dwyETBKHUftjZ/Yut+Br3ZL5hlHsj34FD6hO03tVOnsLRv7wgOme7u2CZORP/pJwkOCSGEEEIIIUQmEiDKQf+uXZkyfnyuiafvCK5LgJsfl62xbL20y7XGPMtgBnYEQLFGolxa7lo9t5nTp09To0YN/ve//2WcmpXFimEAWCwYgwZhW7kS/bHHMNNWMlNOnqT/woVo7dqhbtmCR8vKBL55D97d6qK4XRsYshk2Np3ZRPPJzflt12+oisr/7vwfi/ovItQ31LWTid6KtqoLbsuaoZ74HSUtSGiqHuiVnsDWZQd6qzmYJe8C1c21NpywrPkI2pwvxrLmIwqsjQK3fTuWNm0cyajNoCD0JUswBw++wR0TQgghhBBCiKJJAkQ5iIhwLqeQpmq0LdkcgBVn1uZSOnvXLHkvcmW1WmnUqBGNGjXKuCMggBXeXhAQkPWBAQEYb72FbfFijK5dHZvVdeuwtGzJ+M/+IeRSgmP73ot7eWThI7Sc3JIKX1bA9yNfWv3cioOXDlLarzTLBi5jZKuRqErOt1T6BNTpKWcWYQlvh3p+hWOb6R6MXutNbPccxmg0Afyq53wxnOHnxxovz1t6xS7ln3+wdOiAcvo0AGalSthWrcJs1eoG90wIIYQQQghxs/nss8/o0KEDZcuWpWrVqgwcOJCDBw9mKHPu3DmefvppqlevTunSpbnzzjtZuHBhhjLR0dE8+eSTlCtXjvLly/P8888THx9PUSIBohzous4TI0bwzjvv5Fq2Qyn7h8/lkWtcbs8s1hbT0756lnr5X0g64nJdRV14eHi2+4LdfSlzIBndNAh2982xnooVK7J48WLuueeeDNv1GdMxnn0mx+lcERERUKUK+oIF2BYu5HxwsGNf/2X7WPPELzw3fQOpR9fReGJjftv1G5sjN3Mm/gyGaWBRLdxf/X42Pb6J1uVaO3XeWa3C9gD70db2RtGTADB9KqPf8ZU9MFR7DHiGOFW3M/TvvmVttWro332bY7nsVvcr6pSff0br3h0lzj4tz2jaFNvq1VA9H4JrQgghhBBCiNtOREQETzzxBEuXLmXu3LmkpqbSq1cvEhKuDigYOnQohw4d4rfffmPt2rXcd999PProo+zYscNR5sknn2Tfvn3MnTuX6dOnExERwYsvvngDzih7EiDKhjZkKG0PHyZ80SLmz5+fa/kupe0f/FedXc/phLOuNaqoGCXTjyL61bV6bgI5rUi2ve1YOp0N4lSnTx1L3GdmtVqZN28epmlmOwUwq2BMeulHiJlduvDl44+jf/opZrFiAPgmpfLGL+vZ/OZm7tuVSrfKXZn1wCzWPbqOEy+cIP61eGY8MIPi3sVzPtlsBFq8eSV6I2PUCBTsiaqNsn2xdd6GUflpsHi7VG9+uOkCRKaJOmYMlqeeQtHtecCMHj3Qly6FkPwLsAkhhBBCCCFuL7Nnz+bBBx+kZs2a1K1blwkTJnDq1Cm2bdvmKLNx40aefPJJGjVqRIUKFRgxYgQBAQGOMvv372f58uV8+eWXNG7cmBYtWvDRRx8xd+5cIiMjb8yJZeGWWcXMMIwMX51hmia6rmf5WouNo7WmcIe3N4v27CE+IQEvT89s66rgU4aWIY2JOL+ZqYfm8EqdIS6dhx58P+rxcShmCuq5WaSWfgk0L9B1+yNDYdcSYmffeBb159aGi33IfO2d2Z9+2xdffMGoUaP4/vvvGZzXvDJpdTjq03XcBgykmZnCn4eXsK5XMeocgP5rL6OZUOkyzJkJemQ8tk/KYlapbz/eMNFx8XuQmszy4HNYjJ2OTbaqL2Kr8x6g5v/3Fq49b8CRfj0tEfs135OC6Ed+S07G7Zln0H7/3bHJ9txz2D78EDStQK9lgZV35pi8fq+cuZ/z2ofbRRbXIcf3HLluNzdX7pPr/Z5f7+/eguhDAbnyPpPT3wCFKj+udWH8fVZAf4+JQpBP7715uneK4vt9Ufgb05nPOgX9+Sqr/XJ/F5js7psri1DFxsZmGGzg4eGBh4dHrvXGxsYCEJi28BFA06ZNmTdvHp07dyYgIIB58+aRkpJC69b2mSabNm0iICCAhg0bOo5p164dqqqyZcsW7r33XhfPMn/dMgGi48eOAXD06FGnj0lNTeXw4cNZvq6q62Aq3OHtw4JLl/h72TLq16yZY31d/NoScX4zP+39jfs9O+Wa3Do7pdzvJDBlKYoeS9TeSVz26oItLg7L+fMZytni4rKpwTVZ1Z95W2au9sFqtbJ///487b+y7ezZs7z33nuEhobSoEGDHOvJypVzSklNYf62P1mzeT87yi9nfUAsqWpayKQcfFRX4Ye/fWh+zD4vVPv3X9QWLbjUqxdnn30WW1BQntq9QtUTqXBkGJ7WTYB9dbIzJYdz0f0hOHAwl6Ndd+W80/+cGzYdVVHRdQObzZbhfoD8/xnLb27nzlHh5ZfRdu8GwFQUzowYwcWBA+HQoQJrN7f7IjNXrmNe7z1nyhdGv29FOV23rN5z5Lrd3Fy5T/J6TFZ1FLU+FLRDBfg7Oi/y41pf7/fPlTazKiOKpvx+73Xm3imK7/cF/TnG1T4U9uerzOT+LhyZ7xtFUShfvjx16tTJkAPotddeY+TIkTnWZRgGr7/+Os2aNaNWrVqO7ZMnT+axxx6jUqVKWCwWvLy8mDp1KpUqVQLsOYpKlCiRoS6LxUJgYCDnzp273lPMN7dMgKh8hQocO3KEihUroqrOzZxzc3OjcuXKWb62aBpoCo39/AE4d+lShrJZGVLuYT46/h3Hk09z3v8yLUMau3QuSvxQ2LUUgDBzCcGVnoHSpa9NLFyqlEv1Zyur+nNLZuxiH9zd3ameQ16YrPZf2TZ27FiSkpK47777qFevXp7b1n28+XjXBD4pOZWknSn2jWnB34rJXtx1KYh2z3xCu/Lt+NJ/PHc0aoRl5EjUI0dQTJPgOXMI+ucfbK+/jv7MM+Du7nzjyedxj3gM1fofADZDxaj+BcF1nyQ4l0OvW9r3Mv3PuXpOA91E01QsFsu1P+P5/TOWj5Q1a3AfNAgl7U3V9PIidfJkgnv0KLRr6TRXrmNe7z1nyhdGv29FWVw3wzA4evRo1u85ct1ubq7cJ9eb+D+v93Nh9KGA6LrOoUOHqFKlCpp27SqhhS4/rvX1fv9caTOrMqJoyqf33jzdO0Xx/b6gP8e42ofC/nyVmdzfBSq7+8Y0TaxWK7t27bpmBFFuRowYwd69e/n7778zbH/vvfeIiYlh/vz5BAUF8ddff/Hoo4/y119/Ubt27fw7qQJ2ywSIrvyBrqqq039wKIqSoWyG14r9n0Z+9iTJ23bvzrXeYloAD1ToxpRDs5l6ZA5twprl+TwACGiI4VsPNX4HasJuLEm7MLVy9uky6eX3H1ZZ1Z9bGy72IfO1d2a/oiisWLGCefPm0bNxE9paLFjmzsPs09vpdi8mXuTh8Mf558y/oIKmunNvla7cteI4fpeL89AlEwIC0GvZ61RUFaVnT/SuXTG//hr1/fdR4uJQYmNxe/11LD/9hP7xx5j33AO5jRiLP4Rl9X0oCfZROqbmxy5epHZI98L5IzmtjVatWjnaC7R443U4msjKHgS7+17bj6Lwx3tmpon63Xeow4ej2Gz2TRUrYps5E6V+fQqlx3m9Lq5cx7zee86UL4x+34pyuA5ZvufIdbu5uXKfXO/3/Hp/hgqiDwVM07SiESDKj2tdGH+fFdDfY6IQ5PN7r1P3TlF8vy8K75XOfNYp6M9XWe2X+7vAZb5vrkwx8/f3z9Osn1deeYUlS5bw119/Ubp0acf2o0eP8uOPPxIREUHNtFlHdevWZd26dUycOJHPP/+c0NBQLly4kKE+m81GdHQ0oaGh13N6+UqSVOeihJsb5cuXZ8vOnbkXBh6p2heA2Uf/JD41IZfS2cuQrDpyisv13EpsNhsvvvgiXl5ejJv+O6fLl89TcGjj6Y00m9SMf878i6pYqKu0oGXVJ5jVexZPTdhIySdfQV/8d4aVzxzL0nt4YAwfjm3PHoxHH8VM+0WiHDqEpVcvtHvugbRpTllRLm3CsuLOq8Eh9zBsdWdTu9Xjeb8Q1yl9AuqlTV+m5RlfNrYclW1C8CIlORntySfRhg1zBIeMTp2wRURA/fo3uHNCCCGEEEKIW41pmrzyyiv8+eefLFy4kPLly2fYn5iYCHDNqHJN0xzBqCZNmhATE5MhsfXq1asxDINGjRoV7AnkgQSInNCwYUP2HjxIYlJSrmVbhTShil8F4m0JzD32l8ttmsXvw7QEAKBcXAQpF12uq6ipv3oMy0peov7qMXk6buPGjRw8eJA33niDcuXKOX1cbEosH0V8RLsp7TgZe5Kq/pXY3P1PBlxoxPIWrzrKZbXq2TXbQkPRv/8e2/r1GK2vLm2vLluGpXFj1BdegFOnMhyiRP6FtvIulBR7xNj0r42t3lzwkaXX8+TkSbT27VGnXA2Y6i+/jL5wIQQX+KQyIYQQQgghxG1oxIgRzJw5kx9//BFfX1/OnTvHuXPnSEqLD1SrVo1KlSrx0ksvsWXLFo4ePcrXX39NeHg43bp1A6B69ep07NiRYcOGsWXLFtavX8+rr75Kr169CAsLu5Gnl4EEiJzQqFEjDMNg+549uZZVFIXBVfsA8MuhWa43qnlhhNjrUUwr6rFfXK/rJhAeHp7j/vfWTufftWsJqViGF1980ak6T8aeZOTykVT6uhKjV47GZtq4v/r9rLt3AXUCrzM407Ah+vLl2H77DTMtgqzoOtp332GpXh1tyBA4dAjlyCS0tQ+g6PaoslGiLbb24eBRdH4J3AyU1auxNG+OumULAKa3N7Zp0zA+/BAst8xMWSGEEEIIIUQRM2nSJGJjY7n33nupUaOG4zFv3jzAnuN15syZFC9enAEDBtC6dWumT5/OhAkTuPvuux31/Pjjj1StWpWePXvSt29fmjdvzhdffHGDzipr8snKCXfccQcAW3bsoIUTw78eqtyLt7d+yr/nNnIo9hhV/Cu41K5RciDamYkAqId/wKjfD5SbP6a3ve1Yxiwfw9ih9ilNWr/+qLqO9t33GaZ3pbftizkYNhs/f/NDrsnDTNNk5IqRfLXpK2yGfRpSjeAaVD5bmem9pqNERubPiSgKZu/e2O65B/WLL1A//hglIQElNRVl0iSUnyejNDOhB1AWjDK90ZtOBs0DSMyfPtzqLl9G/eAD1K++yphvaNYscCFBuRBCCCGEEELkRXR0dK5lKleuzJQpOaeGCQwMZOLEifnVrQJx80cbCsEdd9xB5fLlnU6mWMYnjLtKtQFgyqHZrjfsVRGjmL0eJeEoyuVVrtdVlMXE0CExCWJistx99uxZVqxYQY0aNejUqVOu1S0+vJjPN3yOzbDRrnw7FvRdwM4VNXlxpwVL/wGOculz8VwXLy+M11/HduAA+muvYfrbV75TDBPWASPB/L4ShuXFtOCQyJXNhvrtt1hq1kT7/POr+YbuugvbunUSHBJCCCGEEEKIfCYBIicEBwezd9Uqhg4e7PQxg6vYp4f9eniuIzGVK4ySgxzP1chpLtdzMytZsiTLli3LMDwvO4ZpMGrlKABebPoiSwcupWuVrqgxsdcEofItQHRFiRIYY0ZiTmsGfYF0K1Yqq49gadUarVs3lFWr4Dp+Jm5ppony999Y7rjDnog6Ksq+2dMT/a237PmGgoJucCeFEEIIIYQQ4tYjAaICcl/ZTnhqHpxMOMPemEMu12MGdcT0sC+hp0SvgOST+dXFQpVbjqGsLFq0iD1peZ8aNmyIj49Phv2OFcbS+X337+w8v5MAjwBea/maS311WcoFtFV3o8b9Az3AHG9Bf3MgZrolENVly7DcdRda794o4eESKEpv1y60e+/F0qMHyr59js1G//7Ydu3CGDVKlvkUQgghhBBCiAJy2waItCFDaXXgANqQoU6V/2/nTh4fPpwtO3Y4Vd7T4knr0KYArDizxuV+omgYoQ/an2Kinv3N9bpuoJUrV2Z4nSG4ExDACm8vCAhwbGrYsCGDBg1i4MCBGIZx7TFcu8JYii2FsavseY1GtBhBsHchrmwVfxjLijtRL20CwLT4o9/9F8aYydj27cP27beYlSo5iqtbtmB59FEs99yD8uefoOuF19ei5vx51Gefta8C988/js1G8+bY1qxBnzIF8rBqnRBCCCGEEEKIvLttA0TExdE6KRni4pwqbhgGU+fMYf1//zndRIewVgAsu54AEWCE9sVU3ABQz80AI+W66isMuY0YSh/c0WdMZ0XtWhkSVPfs2ZPffvuNKVOmoKrqNcdk5cetP3Is5hhhvmE83+T56+h93iiXtmBZcSdKvH2kmOlZClv7FZgh7ewFPDwwH38c265d2H75BbNWravH7tmD5dlnsdSvjzJlCqSmFlq/b7jkZNRx47DUqoX2448oaYFAs3x5bNOmoa9ahdm06Q3upBBCCCGEEELcHm7fAFEeNa5fn93h4Tz7yCNOH9OxVGsAVp9dT6pxHR/83UtglukFgGK7hHLxb9frKiSZRwzlxZWcTV27dqVu3bpOHRObEsv7a94HYFTrUXi7ebvcfl4okYvRVnZCSTkPgOlfE1vH1VAsiyTKFgvmgAHY/vsP2/ffY6RLtKwcOIDliSew1KqF+t13kJxcKP2/IUwTZfZsLPXro73xBkpsrH2znx/6u+9i27kTs29fUJQb3FEhhBBCCCGEuH3cvgEiPz/WeHmCn5/T+6tWrAhAamqqU4mn6wfVItgjkHhbApsubL+u7hpVhjieq2enXlddBU3r158Ou/eg9esPQP3VY1hW8hL1V4/J9dgDBw5Qu3ZtFi9enKc2P9/wOReTLlIlqAqP1H/ElW7nmXJsCtra+1H0BACM4q2xtV8J3rlMh1JVzM6d0RcswDZ1KkazZlfrPH4c7YUXsFSrhvrZZ06PcLtZKJs3o7Vvj+XBB1GOHgXAVFWMxx/HtmcPxquvgqfnDe6lEEIIIYQQQtx+btsAkf7dt6ytVg39u2/ztH/rrl006NyZBUuW5NqGqqi0D7OvlLU88vqmmZnBLTG9a9jrjdsC8buvq74ClWnZ+ihrPKeqeRJljc/10M8//5xDhw7h6+vrdHPn4s/xxYYvAHjnzndw09xc6rbTTBN1z/tYNj2BYtpzBxlleqG3/QvcA52vR1Ew27RBnzED28qVGF26XN119izayJFYqlRBe+QR1A8/RJk/H/btuzmnoZ06hfbII1hatkSNiHBsNjp2xLZxI/q330Jo6A3soBBCCCGEEELc3m7bABFcu8y5M8uelwoNJfLcOd746CNSnfigfmWa2Yoza13r5BWKglHyIcdL7eytt+R9ZGQkU6dOpXnz5rRq1crp4z5Y+wEJqQk0DmtMrxq9CrCHgGFD/e85tN1vOzbpVZ5Fb/4raK6PfDFbtkRfuJDUDRswevXCTJtepURHo/72G9pbb2Hp2xe3evWwBARgqVcPrW9f1LfeQpk2DWXDBkhbEr5IiY9HffttLLVro/52NcG6Wa0atnnz0P/6C+plMR1PCCGEEEIIIUShstzoDtxIrgSIQkuUYPjTTzP2s8+Y+PvvDB08OMfyHcLsAaINF7YSlxqPn5vzI2MyM0r0RD3+IYoej3JhPlgvg3sxl+srar788kusViuvvPIKipP5Z45EH+HHrT8C8F7797I/LiCAFbpOh+tZJt2WiLbhIdQzixyb9HofYFR7Of/y5TRsiD59OuzdizZuHMr06SiZApGKzQb79mVYCv4KMzAQs0oVqFIF88qjenWoWTPbJmulS5qdbwwDZdo0tNGjUSIjr/YvKAhj9GiMp54CtwIe6SWEEEIIIYQQwmm3dYDIVS8+8QQ/TJvGu+PHM/D++/HPLo8RUNGvLJX9ynM47jirz27gnrIdXW/Y4otRohfa2SkoRhLq8WkYVZ9zvb4iJDk5mZ9++omaNWtyzz33OH3c26vfJtVI5a6Kd9G+QvarnOkzprNizBjuHDsWzpzJewdTLqKtuR/10gYATMUNvelEzHID8l6XM2rWRP/pJ/jmGzhwACUtIHTlwcGDKCnXrmanREejbNoEmzZl2G6qKlSsiFmjBmbNmvZHjRoQGpp/ASLDgGPHULZuRfvoI5Rt2662b7FgPPssxhtvQGAepuEJIYQQQgghhCgUEiBygY+3N28PH87Tr73G5BkzGPbEEzmW7xDWisNxx1lxZs31BYgAI+whtLNTAFAPf4dR5dlbYrWnrVu3Ehsby2effeZY1j7XY85uZfru6QC82/7dXMu3a9fOtc4lHMWy+l6U+IMAmBY/9JazMEM7uFZfXnh6Qr16mPXqkSEtuq7D0aP2gNHBg3DoEMqVx8mT11SjGAYcPoxy+DD8+adju8XPjwrly2Np2BBatICSJe0jjnx8su+TacLZsyi7dzse7NqFsmcPSmLiNcWN++5D//BDqFr1Oi6EEEIIIYQQQoiCJAEiF/W+5x6efu01/l6+PPcAUanW/HjgN5ZHXmceIgDvahj+zVFj16PEHUC5sBIzJPuRMzeD5ORktm/fTpkyZejfv7/Tx41eORqAvrX60rBkw1zLt2/vwnWK3orl3+4oKecAMD3DsLVZAMUa5L2u/KRpV6eRZd6XlGQPBl0JGO3bh7JjB+zZg2K1ZiiqxMXhs2sX7NoFU+2r45mKAuXL20cbNWmCWbMmSlQUpAsIKZcu5dpFs3599E8+wXQ1MCeEEEIIIYQQotBIgMhFfr6+VCpXjp1Z5IHJrF3JFigo7Ll8gMjE84R5h1xX20bYINTY9QCoh75Dv4kDRFFRUYwYMYLo6GjeeOMN3N3dnTpu5bGVLD2yFItqYeydYwukb8rZf9DW9UOx2VdfM/2qY2uzCHzKF0h7+cbLC+rUwaxTJ2Pw6MQJ+6ijvXuvTlfbswfl7NkMhyumaZ8qduwYLF7sVJOmokClSpi1amHWrm0PLHXrZg9kCSGEEEIIIYQo8iRAlIPcklbXrVmThUuXkpScjJdn9itYBXsG0jC4Dv9F7WR55Boeqnx9K22ZQXdjupVASb2AcmYhJJ0Gr9LXVeeNYBgG7du3Z9++fbRr144nchmJdYVpmry58k0Anmz4JJUDK+dzx2yohyag7hiJYtrsm4JboreeC+5B+dtWYbJYoGpVzKpVMbt3B0DXdY5t3UpFqxXLuXP21dD27kXZvx8lOTnLasxSpexBoLQHderY8xnlNC1NCCGEEEIIIUSRJgGiHOQWIKpXsyYLlixhz4EDNMplqe6OpVrzX9ROVpy5/gARqhtGyQFoJ79EMXXUIz9h1H7r+uq8AVRV5a233sJms9GvXz+nVy6bt38em85swsfNhzdavZGvfVIuRqD99wJKzA7HNqN0D/RmU0Dzyte2igrd3x+zcmWMsmXh/vvTNupw4gTK2bMo+/dDUJB9RFKtWhB0EwfJhBBCCCGEEEJkSQJE16Fe2tLhO/buzT1AFNaaT3Z+y4rItZim6XQwJDtG6ADUU9/YA0SHf8So8gx4FL+uOgvLkCFD6NixI3369KF37955OtZm2HhrpT0YNqzpMEJ9Q/OnUykX0Ha8jnpsSobNetVhGPU/BOU2myqlafZVz1q1ujbHkRBCCCGEEEKIW45zy0WJLH2mbaLJ4I78HHww17ItQxrhqXlwJvEc+2IOX3/jHmGYpezThJSUc2j/doe0XDlF2fHjx5k+fTorVqxw6fhftv/CgUsHKO5VnJebv5w/nYo7iGVZiwzBIbNYA2wdVmM0+OT2Cw4JIYQQQgghhLjtSIDoOsR76KTeXYF4Dz3Xsp4WT1qFNAFgReSafGlfb/AJpmcpANTozWgRfcGw5nLUjVW+fHmOHDnCmDFj8nxsYmoi//v3fwCMbDUSfw//6+9Qwj4s4R1QEk8AYLoFoDccj63TOszg5tdfvxBCCCGEEEIIcROQANF1MlJsJB65gGnmPhGnQ6lWACw/kz8BIrzLYWu7CNOtGADquWVoGx8F08if+gtIUFAQJUuWzPNxX2/6msj4SMoHlOfpO56+7n4ocduw7Op3dQl7/9rYOm/HqDJURg0JIYQQQgghhLitSIDoOp2ZvonDYxZx/NSpXMt2KtUGgFVn15NqpOZPBwLqoLeej5mWQFk9OQt128vgRMCqsAS7+1LmQDLGzG2MHTuWlJSUPNdxKekSn6z7BIAxbcfgYfG4rj4pMevQdg1EscUAYAQ1wdZ+OXiVuq56hRBCCCGEEEKIm5EEiK5TQKPyhPRqiKdH7gGL+kG1CPIoRlxqPJsv7si1vLPM4i3RW/yOmTbqRTs0AXXv+/lW//Xa3nYsrY95kzJnG/Pnz8fd3T3PdXy87mNiUmKoU6IOA2oPuK7+KJfC0fY8gmIkAGCUaIfedvHNvYS9EEIIIYQQQghxHSRAdJ386pQi9P4GlAwJybWsqqi0D8vnaWZpzLBu6I1/cLzWdo9FPfxDDkfkr/Dw8Bz379ixg7i4OF588cU8r+B2MvYkEzZPAODd9u+iqa5P/1JOzkTb9ySKYR/FZAR2QG+zANz8XK5TCCGEEEIIIYS42UmAKI8iIiKy3O5MDiKAjmkBohWRa/OtT44+VBiEXu8jx2v1v+dRTs3J93aysnLlymz32Ww2Nm3aRGhoKP37989Tvcm2ZB6c9yDJtmRal21N18pdXe6jcnQy2vpBKKYNAKP4veg1voe06XlCCCGEEEIIIcTtSgJEeZRVgOjEV+E0uPtup47vUKo1AOvP/0d8akK+9g3AqP4SevXhACiYaBseRjnn2pLy+WXevHnExsYyZMgQPJyYineFaZoM+WsIG05voJhnMb7r9l2eRx9doR78Csvmp1GwB/KM0P7o1caD6uZSfUIIIYQQQgghxK1EAkT5QVXYe/AgsXFxuRat5FeOir5lsZk2Vp/dUCDdMeq+j1HhYQAUw4oW0Rti9xZIW7kxTZMvvvgCTdN46qmn8nTsuPXj+G3Xb2iKxu/3/0614Gou9UE58yfatuGO13qpJ9ArfyArlQkhhBBCCCGEEGkkQJQPPMvZkxvv2r/fqfId00YRrYjM3zxEDoqC3uhbjLB77C9t8Vg2PAKGtWDay8H69evZtGkTd999NyVKlHD6uD8O/MGo8FEAfHbXZ3Ss2NG1DiSfQ9t8NTCl13oTo8Kb4OJIJCGEEEIIIYQQ4lYkAaJ84JUWINqx17lROlemmS0/k/95iBxUC3rzXzH9agCgXN6Kuue9Ammq/uoxLCt5ifqrx9g3BASAoUNAAF988QUAH3zwgdP17Ty/k4cXPoyJydN3PM3QxkNd65hpom1+GiXlAgBG2D0Ytd6S4JAQQgghhBBCCJGJ5UZ34FbgWd4eINq+Z49T5duVbIGCwu7L+zmbeJ6S3rmvgOYSize2Zj9jWd4axbSh7v0IM6wbZnCzfG0myhrP5Wqe6NZ4APQZ0wE4cuQIC2rVokuXLtSqVcupui4kXKDXrF7EW+NpX749n931mcv9Uo7+hBr5FwCmRwh64+8lOCSEEEIIIYQQQmRBRhDlA0uAFyWCg9nhZICouGcQDYJrA7AiMutV0fJN4B0YtexTtRQMtI2Pgi3/k2NnZeLEiRiGwbBhw5wqn2JLoe+cvhyPOU7lwMr83ut33DQXk0jHHUDbNsLxUm/8PXgWUCBOCCGEEEIIIYS4yUmAKB8oikK9mjXZtX8/uq47dUyHtOXul5/5tyC7BoBR41WMIPuoISX+EOqOkQXeJsDo0aOZOnUqHTp0yLWsaZo8t/g51p5ai7+HP3P7zCXIK8i1ho1UtA2PoOiJAOiVnsIsdY9rdQkhhBBCCCGEELcBCRBdh0A3H8KOpBDo5kO9mjVJSk7m0LFjTh3bqVQbAFZErsU0zQLsJfZ8RE0nYWreAGiHv0eJXOzYHR4eXiDNenl50a9fP6eWph+/cTy/7PgFVVH5teev1Cxe0+V21T3voUZvBsD0rYpR/yOX6xJCCCGEEEIIIW4HEiC6Dsuaj6DN+WIsaz6CujXtAQ1nE1W3DGmMh+rO6cSz7I85nK/9yjLg45cxUKJtfgpSogBYuXJlvrZvs9l48803OXjwoFPl/z70NyNX2Ec1fdzxYzpX7uxy28rFdah7PwTAVCzozX4Bi4/L9QkhhBBCCCGEELcDCRDlk3ppASJnE1V7WTxpFdoEsI8iyk/ZBXyMSk9hlLQHX5Tks2j/PQcFMHpp6dKlfPLJJ8yaNSvXsnsu7GHQgkEYpsFjDR7j+SbPu95wahzaxkdRMAAwao3CDGrsen1CCCGEEEIIIcRtQgJE+aRmlSp069CBxvXqOX3M1TxEawqqWxkpCnrj70m0eQKgnpqDcuL3fG+ma9euLFu2jKeeeirHclGJUfSa1YvYlFjalG3Dl52/dGo6Wna0bcNREo4AYAS3wKjxqst1CSGEEEIIIYQQtxMJEOUTNzc35k+aRM8uXZw+pmOp1gCsOrsem2ErqK5lUH/T97yT2NrxWts6jAC32HxtQ1EU2rZtS/HixbMtY9Wt9J/bnyOXj1AhoAIzHpiBu+buepun5qEe+xkA0+KL3nQyqBaX6xNCCCGEEEIIIT777DM6dOhA2bJlqVq1KgMHDswyncrGjRvp3r07pUuXply5cnTr1o2kpCTH/ujoaJ588knKlStH+fLlef7554mPjy/MU8mVBIgKQHyCc8vINwiqTZBHMWJT49h8cXu+tF1/9RiWlbxE/dVjstwfZY3nlwq1me1eHQAlNYbepReBaVx322ZyKr169WLdunU5lzNNXlzyIqtOrMLX3Ze5feZS3Dv7YFKuks6gbXnG8VJv+AX4VnK9PiGEEEIIIYQQAoiIiOCJJ55g6dKlzJ07l9RU++fehHSf+zdu3Ejv3r1p3749y5YtY/ny5Tz55JOo6tWQy5NPPsm+ffuYO3cu06dPJyIighdffPEGnFH2bpkhFoZhZPiar3Td/sAe3Ei/lH3m132efpoDR46wbelSp6ZL3Rnagnkn/mbZ6X9pEtzAqT5k2JZJlDWe6GqeGNZ4R79WrlxJu3btrvYZeN3rTh7Q4lGSTlPZ9zjGm02xDp2Xe5tZ9SutzoTZ/7Fo0UY6dOhA06ZNsz1kwpYJTNw2EQWFX+77hZrBNTNcwzyxJeK+pheK1Z5wWy/VA1uZB3PutxPXscDdiD5k0UaG+8bJnzFB3q+LK9fRyXsvT+ULo9+3otzuHSfKi5uIK/fJ9X7Pr/d3b0H0oYBceb93+X0/v+XHtS7o9848/D0miqB8eu/N071TFN/vi8LfmFn1oTDu39z2y/1dYLK7b66sIh4bG5vhM7uHhwceHh7X1DN79uwMrydMmEDVqlXZtm0brVrZ08a8+eabPP3007z00kuOclWrVnU8379/P8uXL2fFihU0bNgQgI8++oi+ffvyzjvvEBYWdj2nmm9umQDR8bTl5Y8ePZrvddvi4rCcPw9Aamoqhw9fXXUs8+vQ4GBMw2DX7t14e3nlWnddS1Xm8Td/HV1OX59uTvUh/bZrytlsaIqKbhrs378fgH/++cfxA3dl/yVT40jIW1Q+/jQASt1dnNwfjtVSLsc2s+qXzWaDiwkkzv6PSpUq0aZNG0fbmUWcj+CViFcAGFZ7GJX1ytmWzZVpUP7Uq3jG/geA1S2MA34voh84kONhzlzHgnYj+pDT9/Lo0aPYEhKKxLW5GeR2X2TmynV05t7La/nC6PetKLd7JzO5bjc3V+6TvB6TVR1FrQ8F7dChQ4XaXnby41pf7/fPlTazKiOKpvx+73Xm3imK7/dF4W/MrPpQ0P3Kj7/P5P6+fpnvG0VRKF++PHXq1Mkwxeu1115j5MiRudYXG2tP0RIYGAjAhQsX2Lx5M3369OHuu+/m2LFjVK1alVGjRtGiRQsANm3aREBAgCM4BNCuXTtUVWXLli3ce++9132e+eGWCRCVr1CBY0eOULFixQzDuPJFqVLg5wfYcw1VrlzZsSvz66/ffz9PVfcL6cn/jnzJ9vh9hJYria9bNkuyp+tDhm2ZWM5YUBUVxTSoXt0+jczd3d3xPP3+0o0GY/75DkqdUygWg8rWL7BWnQ2qW/ZtZtEvyxkLsVPWg9XGF198QZ06dbIseiDqAK///ToGBg/VeYj3u71/XUmpLbvewhK7DADT4ofZdiFVArJuOwMnrmOBuxF9yOJ7aRgGR48etd83ZcoUjWtzM8jtvsjMlevoxL2X5/KF0e9bUW73Tub3HLluNzdX7pO8HpNVHUWtDwVE13UOHTpElSpV0DStUNrMUX5c6+v9/rnSZlZlRNGUT++9ebp3iuL7fVH4GzOrPhR0v/Lj7zO5v12W3X1jmiZWq5Vdu3ZdM4IoN4Zh8Prrr9OsWTNq1aoFwLG0wSoffvgh77zzDnXr1mX69On07NmTiIgIKleuzLlz5yhRokSGuiwWC4GBgZw7dy4fzjZ/3DIBoit/oKuqmv9/cGia/YE92pi+/syvrzAMA0VRcg2AVAmoSAXfMhyLP8W6i1voUqZ9rn3IsC0LimN3Nn1Ot9/cXAXKRKMUS0BN2IXbmQkY5V/Ovs0s+pW6J5LklQdwb1KBLtkk6Y5OiuaBuQ8QkxJDizIt+Lbbt1gsrv/4KcemYDnwCQAmKnrzX1GD6jt3sJPXsUDdiD7k0IbjvikK1+ZmkNfr4sp1dOLey3P5wuj3rciZe8fJ8uIm4Mp9cr3f8+v9GSqIPhQwTdOKRoAoP651Qf8OcPLvMVFE5fN7r1P3TlF8vy8K75VZ9aEw7t/c9sv9XeAy3zdXppj5+/vnecDCiBEj2Lt3L3///bdj25WUA4888ggDBw4EoF69eqxatYpp06YxZkzW+YGLIklSXQD+Dg+nauvWrNuyJdeyiqLQsVQboBCXu09P1zBX18E07DeGeuprlLj/nD7cNE3iflgNmorvk62zLJOqp/LgvAc5dOkQ5fzLMbPXTDwsuUdns6NcWI22eajjtdHgU8ww51ePE0IIIYQQQggh8uKVV15hyZIl/PHHH5QuXdqxvWTJkgCOWTtXVK9enVOnTgEQGhrKhQsXMuy32WxER0cTGhpawD13ngSICkBYSAgnz5xhxsKFTpXvEGZPbLU8cm1Bdit7UQGYWysCoGCgHXgZ9ESnDl2/fj22A+fx7lIbS5nALMu8suwVlh9bjo+bD3P6zCHU9zpugLiDaBF9UcxUAPTKQzGqPut6fUIIIYQQQgghRDZM0+SVV17hzz//ZOHChZQvXz7D/nLlyhEWFnZNrqNDhw5RtmxZAJo0aUJMTAzbtm1z7F+9ejWGYdCoUaMCPwdnSYCoANSvVYvqlSsz56+/7Amcc9E+rCUAu6L3cTYxfxMbOm17eQzfBgAoycdQj77r1GG//PILABVrVyfY3fea/T/89wMTtkwA4OfuP1M/1MlpYFmxXsKypgeK9RIARsnOGA0+db0+IYQQQgghhBAiByNGjGDmzJn8+OOP+Pr6cu7cOc6dO0dSUhJgnxX0/PPP8/3337NgwQKOHDnCe++9x8GDBxk0aBBgH03UsWNHhg0bxpYtW1i/fj2vvvoqvXr1KjIrmIEEiAqEoij0ve8+zl+8SHhERK7li3sG0SCoNgDhZ9cVdPcyCghghbcX+AeiV/sMU/UEQDv3G8rp+TkempiUxKxZs2jQoAHdtapsbzs2w/7wY+EMWzIMgHfavUOP6j1c76dhRYvohxJvj8qa/rXQm08D9ZZJoyWEEEIIIYQQooiZNGkSsbGx3HvvvdSoUcPxmDdvnqPM0KFDeemll3jjjTdo06YNq1atYu7cuVSsWNFR5scff6Rq1ar07NmTvn370rx5c7744osbcEbZkwBRAel7330AzPzjD6fKdyhlz9+zopDzEOkzprOidi30GdPBqxJ6xbcc+7TNQyAlMttjIzZvJj4+nocffviafYcuHaL/3P7ops6A2gN4tcWrrnfSNNG2PId6YZX9pUcIttbzwS3A9TqFEEIIIYQQQohcREdHZ/l48MEHM5R76aWX2L17N6dPn2bp0qWOJe6vCAwMZOLEiZw8eZITJ07w9ddf4+t77SycG0kCRPksIm3EUPXKlalZtSrL16xxZEnPSae0ANHyM86VLyhm6AD2RVUCQLFeQjvwIph6lmU7tWnDwYMHeeihhzJsj0mO4f5Z9xOdHE2TUk34/p7vXV/OXk9B3T4C9djP9v6pHuitZoNPBdfqE0IIIYQQQgghxDUkQJTPItJNKWvTtCmnIiM5npa5PCetQprgobpzKjGSA7FH8tRmeHh4nvuZXrt27a6+UBT+PtIB090+D1KN3YB66ttsjy1XrhwBAVdH8tgMGw/Nf4j9Ufsp41eG2b1n42nxdK1jl7djWd4C7eBXjk16k4mYwc1dq08IIYQQQgghhBBZkgCRk7QhQ9EGPkSrAwfQhgzN/QCgVdOmAKzZtCnXsl4WT1qFNgFg4YmleerbypUrnS4b7O5LmQPJGRJKt2/fPkOZZJsnerUvMNN+PNQTn6PEbslQ5peZM/nm559JTk7OsP31Fa+z5MgSvCxezOkzhzBfFxJumTrqvk+wLGuJErPLvkl1R2/4JWa5fnmvTwghhBBCCCGEEDmSAJGz4uJAVWmdlGx/7oTWTewBnzUbNzpVvm9Fe96iqYfmFNg0s+1tx9LpbNA1CaUzMwOaYdR6HQAFHe3AMLDFOvZ/88svfPTNN1gsV5NET942mfEbxwMw6b5JNCzZMO8dNHW0iH5oO990LGVvBtTF1jECo8qQvNcnhBBCCCGEEEKIXEmAqACVLVWKYn5+TgeIHqjQDS/Nk30xh9h8cXsB9y53Rs03MfwaA6CknEI7/CakBa5Wzp7NgsmTHQGiE8oJnlv8HABvtXmLB2o+4FKb6s5RqGcWAmCioFcfga1jBBSrd72nI4QQQgghhBBCiGxIgKiAdWjShJHPPefUiKAAd396lu8CwJRDswu6a7lTLdiqfk4q3vaXF/9AOW/vl7eXFw3r1AHg6OWjzHWbS6qRSu+avXmz9ZsuNacc/xVt/6cAmIqG3mYhRr33QfPIh5MRQgghhBBCCCFEdiRAVMAa16rFQ716Ob2K1+AqvQGYcXQhybbkXEoXvJ8XRvDg+ETH6+TdrzD4yfvYf/gwAEmpSfSa1YskJYk7St7BxHsnurRimRK1EW3z1SlkRoPPMEt2vv4TEEIIIYQQQgghRK4kQFQITNPkckyMU2XblWxBWZ9SXLbGsujU8utuu/7qMSwreYn6q8dcbSP9qmU5SEpK4n+ff87KQ0FsPl8LAF8PeKPTPvYd3APAlB1T2H1hNz6mD3P6zMHbzTvvnUw6jRbRB8VIAUCv9CRGZck3JIQQQgghhBBCFBYJEBWCJt260XngQKfKaqrGwMq9AJhaQNPMMq9alp1vv/2W02fP8vpzz1G/+2xMr0oA1C2Typ1+UyBqKT9vsSelbmlrSWm/0s51IHYv6t6P0NYPwrKkIZY/q6EkRwJgFG+D0fBzcGEUkhBCCCGEEEIIIVwjAaIC1Gn9OP4NucylSh60atzY6ZXJBlWxJ3hecnoVkYnnr6sPzq5altnlmBg++ugjypUuzVMDBxKxYRu2al9iKu4AlGATbvueYkOxQ2wqp/JsoBWM1FzrVY78hGVpI7Rdo1FPzkCJ3X11tTLvCugtp4PqnvcTFUIIIYQQQgghhMskQFSAolMTiKzkQWD/hnz29ttO5+ap6l+RFiGNMEyD347MK+BeZu2zH38kOjqat156CQ8PDyIiIsC3DnqV9x1BIgBNgcYeBj3CVmFZ1gKi/8u6QsOGum04li1DUUybY7OpWDD9a2NUeBhbu6XgUaKgT00IIYQQQgghhBCZSICoiLqSrHrKodlOjzzKT5HnzlG7dm1+KXWERv+O5d+Qy3RaPw4zpDe2ppuYdOBOxkfDrpSrxygxO7Asa4m6YyTYria2JjUGbU1PtINfOTbpVZ4l9e4t2HpdxtZ5K3qTH8GnQuGdoBBCCCGEEEIIIRwkQFRIHnv5ZfoNHep0+d4V7sFT82Dv5YNsidpRYP0yDIPExMRrtv/4ySesWbOGy3oSmqISWcmD6NQE+05LABOTo3nxIrzm3g1bx3VEJoUAoGCg7f8My7xALLO9sczxw7KgFOq5pYB9xJCt0Xf2PEMBdWU6mRBCCCGEEEIIUQRIgKiQnL1wgb+WLyclJSX3wkCAuz89y3cBYOqhOdfVdk6rlr399tssWrQI0zQxDIOHnn+emPh4AHx8fLI8JtYax38eewF4tvGzmEGN+ObwI+h1/oeZFvBRMFFMG4qRcjXHkHsw+p2LMSs9dl3nI4QQQgghhBBCiPwlAaJC0qpJE1KsVrbs3On0MVemmU0/soAUm3OBpaxkt2pZamoqkyZNYu7cuQBEnj/PrEWL+HnhQmLj4rKtb9r7fUlRU6mR5EOnip0AMNAwao7EdtdmjLJ9MQIbYxZriFmsPmZAXYwyvbB1XINZoq3L5yGEEEIIIYQQQoiCYbnRHbhdtG7SBIA1GzfSsnFjp45pX7IlZbzDOJUYyaKDi3ggoEW+9mnp0qWcP3+eevXqoSgKpUuW5PLevXz48cf4+/lleYxhGnwdchSA546VvDbxtn8N9ObT8rWfQgghhBBCCCGEKFgygqiQNG3YEDc3N9Zu2uT0MZqqMbBKLwCm7pzq1DHB7r6UOZBMsLtvrmWnTrXXOXDgQMc2L09P/Ly9sz1m4v7fOOSdTMD/2bvvsKau/w/g75sQwh6CICLgQEHFLQ7co87WXUcdta1V66rWbZ1tHR1SW+uq/qxVW7WOr62j1bq3Yp2oqCgqDgTZm5Dc3x+RSJhJCPv9ep48yb333HPPvcnJ+OQMhRTDXzjpVCYiIiIiIiIiKtkYICoi5mZmaFKvHs5dvgylUqnzfsNqqANEhx4cwouk8HzTX2+7CF9598P1tovyTBcVFYX9+/ejffv28PDw0KkssQmPMOnifADAtCdusFJKddqPiIiIiIiIiEo2BoiKUOtmzRAbH4/Au3d13sfLtgZaVGwMpajEtod7ddontzGHMtu5cyfS0tIwbNgwnfKMT3qG0JcnoRJV+OipM2Y/ctNpPyIiIiIiIiIq+RggKiA/Pz+d07Zu1gwA9OpmBrwZrHpz8C6IoqjXvrnZvHkzLC0t0a9fv3zTJia/RMiLIxChQv+qPbHmaSOcNTcHchmniIiIiIiIiIhKFwaIdGVtDahUOGNuphUY0SdA5NekCQSoB6rWx4CqPWFmYobbMfdwNTJQr31zEhQUhICAAPTt2xdWVtpjFUnHfoJW9+5BOvYTAEBCchgevjgMlZgOK/PK2NTGH1i7Fmdr1YJy7RrNfu3bty9wuYiIiIiIiIioeDBApCPl2jVQ/rYV4siRWoERfdjZ2sLZwQFnAwI0LYHOnTuX/35yW/Su1RuAuhVRQWUMTj18+PDsG+Pj0To5BVHJURhzYAxCnv8NpSoNFmZO8KjUEXKpPMc8denWRkREREREREQlEwNEetKnxVBOGnp5oW/37khNTQWgW4AIAEbUHwEA2B7yJ1KVqQYfX6lU4vfff4e7uzvatWuXbbsIEVsrvUSdVlfwy/VfAAAONt6oUbkrJBKZwcclIiIiIiIiopLLpLgLUN60bdwY06ZN03u/jlU7wtWiEp4lheFA6DH0q9odANDg1AJYVYrC3lML8p25DADi4+PRoUMHeHl5QSJRxwcVSgVOPTmFfVe3Y3/ry3hirg5A1XGsgxR5VdiYuwAAlKJK73ITERERERERUcnHAFEpIZVIMbRGP3xzczWWXP8R77h3hgxAZFoCYmqZQZmWoFM+dnZ22LhxI2JSYrDj1g7su78Phx4cQmxqrDqBOWCulGLusxr4dOYltNw1sfBOioiIiIiIiIhKBAaIisHkBQtwNTAQJ3fv1mu/SXU+xP/d24Yb0Xfw7c21mFNlqV77i6KIv4P/xsqAlTj55CTSVemabc6WzuhZuQPedu+MmzsuY/r8WYDUVK/8iYiIiIiIiKh0YoCoGCSnpECRno7klBS99nMyd8TyZgsw8vRkLL7+I3o3HZYtzYuEF7AxtYGlqWW2bT8f+RkTL07UjDzl7eCNd2q9g3dqvoNmrs0geREGAAjCNc0+9jJLRCsSUSVEgcRadpr1BR2LiYiIiIiIiIhKDgaICpG9zBKW92K0AisAsHbZMgiCYFCeQ6r3xh8h+3Dw6VGMPjAaFap1hPXtGMTXscPSs0vxxakvUMmqEv4c9CfqO9XX7Hc/6j5mX5kNSIA2Fdpg7cC1qFmhZr7HO9JCPV7Sdxe/w7QRb8ZOYoCIiIiIiIiIqOzgLGaF6EiLaWgTbqcJsmTIKziU36xmgiBgVcvFsJFZI+B5AD4wq4BmYSZwDr2ABScXQCkq8Sz+GTps7oCjIUcBADEpMej7R18kKBPQ3LU59n+0X6fgUGYMCBERERERERGVXQwQFZOft27F5AULsq3XZdr7x9cf4lvfuQCABScX4P9M/w8nn5yEpcwSP3X7CW3d2yI+LR7v7HgHv17/FcP2DsO9qHtws3HDzv47YS4zzzP/nIJBDBARERERERERlV0MEBWTY+fOYc3mzUhJTdV733PnzmFkzYHoVLUTUtJTkCKkoHGlxrj00SWMbjwaBwYfwMA6A5GuSsfHBz7G4YeHYSYxQ60rtRAREpFv/gwGEREREREREZUvDBAVk9a+vhBFEY/DwvTar/OF73DaKQZvXVyOdT3XoXO1zvBL98Op909puo3JTeTY3HszpraY+ma/+M44uvUoRFE06nkQERERERERUenHAFExaeXrCwB49Py5Zp107Cdode8epGM/yXW/aEUiXlSXI1qRCHdbdxwcchDtlO1gmmVKeokgwdKOS/HXoL9wYPABPPr7EZydnVGvXr3COSEiIiIiIiIiKrUYICom9WvXho21tVaACPHxaJ2cAsTHG+043Wp0g4+5DwIDA9GpUyeDZ08jIiIiIiIiorKLAaJiIpVK0bJxYzx9+RLJKSmFeqyjR9WzmXXu3LlQj0NEREREREREpRMDRMWoXcuWUKpUuHDlSqEe58iRIwCATp06FepxiIiIiIiIiMoSf39/dOzYEW5ubqhZsyaGDh2K+/fv55hWFEUMGDAA9vb2OHDggNa20NBQDBw4EJUrV0bNmjUxb948pKenF8Up6IwBIiPSZQyhzDq8ni3suA5T2xtKFEUcPXoUPj4+cHFxKbTjEBEREREREZU1586dw6hRo3D48GHs2bMHCoUC/fr1Q2JiYra0a9asyXFYF6VSiUGDBkGhUODQoUNYvXo1tm3bhiVLlhTFKejMpLgLYCwqlUrr3qiUSvUtH9K4eLSWCoBShPJ1elF88zjr8vT4v2FiJsOqQ7uwYMoUSEUAEAERWvtkLYOoWZXzMTK7efMmXr58iUGDBuWaRusY+p63DtelxMnpPMtDGXI4hla9yen5Lo3Pb1HQ97oYch0Nqa/5pS+KcpdF+dUdHdJTKWJIPSnoc17Q997CKEMhyfguku93kqJijGtd2J+dZfX7WHlhpM9evepOSfy8LwnfMXX5rVMY9Te/7azfhSa3epMxs3dcXJxWMEcul0Mul2fLZ9euXVrLq1evRs2aNXHt2jW0atVKs/7mzZtYtWoVjh07Bm9vb619jh07hrt372Lv3r1wcnJCvXr1MGfOHCxcuBCzZs2Cqan2pFPFpcwEiB4/egQACAkJMXre6fHxMAkPzzddTaUSEAVAJeLBgwcAAIVCoXk8KmwXbComYN/Zr7Gh0gBEpSXCvHYlxF9/ius3bqBRDvtnLYMyXQlREKESVbh79y4AIC0tTfM4q23btgEAvL29c02TIes56nLe6UYcULuo5HSe5aEMeT2XISEhSE9MLBHXpjTQ5f0gM0Ouo751T5f0RVHusii/upMVr1vpZkg90XefnPIoaWUobMHBwUV6vNwY41oX9Pkz5Jg5paGSydifvbrUnZL4eV8SvmPq8lvH2OUyxvcz1u+Cy1pvBEGAh4cHfHx8kJCQoFk/c+ZMzJo1K9/84uLiAAD29vaadUlJSfj444/x7bffwtnZOds+AQEBqFOnDpycnDTrOnXqhKlTpyIoKAj169fX+7wKQ5kJEHlUrYpHDx+iWrVqkEiM3HOucmXA2jrfZFI7O5xVKdFKIkWNGjUAADKZTPM48aUCyZ7mUIkK1KhRA9KXUtjUr4L0uBSYW1nBRCoFXrdAytgnaxmkL6WQCBIIogAvLy8AwFtvvaV5nNWVK1dgamqKQYMGwcLCIu8TyHqOupx35cp5by+JcjrP8lCGHJ5LlUqFkJAQdb2pUqVkXJvSQIf3Ay2GXEd9654u6Yui3GVRfnUn62cOr1vpZkg90XefnPIoaWUoJEqlEsHBwfD09IRUKi2SY+bJGNe6oM+fIcfMKQ2VTEb67NWr7pTEz/uS8B1Tl986xi6XMb6fsX4bLLd6I4oi0tLSEBgYmK0FUX5UKhVmz56N5s2bo06dOpr1c+bMQbNmzdCjR48c9wsPD9cKDgFAxYoVAQAvX77U67wKU5kJEGV8QZdIJMb/wiGVqm/5UK1bg7PffYeW06YhI7UgCFrlyXj5SaVS2MssUaVGDSR2b4LaNWu+3igAgpj9HDKVIXMeQO6DT4uiiHbt2qFy5cqw1uWDIo9j6rxPaZDTeZaHMuRxDE29KQnXpjTQ97oYch31rXu6pC+KcpdFutQdHdNTKWBIPSnoc17Q11BhlKGQSaXSkhEgMsa1Luz3gLL6fay8MPJnr051pyR+3peEz0pdfusURv3Nbzvrd6HLWm8yupjZ2NjkOF5QXqZNm4Y7d+7g77//1qw7ePAgTp8+jZMnTxqnwMWIg1QXoyMtpqFNuB2OtJhWKPkLgoC5c+di06ZNhZI/ERERERERUXkwffp0HDp0CPv27YOrq6tm/enTpxESEoKqVavC0dERjo6OAIARI0bg7bffBgA4OTkhPEt3woiICADIsUtacWGAqATYf+QIeg4fjlcKhdHy/PnnnxEVFQUAekdFiYiIiIiIiEjd4mj69Ok4cOAA/vrrL3h4eGhtnzx5Ms6cOYNTp05pbgCwZMkSrFq1CgDg6+uL27dva4JCAHD8+HFYW1vnOlxMcSgzXcxKs7DwcJy6eBGBtWqhvQ79HvNz7tw5TJgwAQEBAVi/fr0RSkhERERERERU/kybNg27du3C77//DisrK82YQTY2NjA3N4ezs3OOrYCqVKmiCSZ17NgRXl5eGDt2LBYuXIjw8HAsXrwYo0aN0mnso6LCFkRG5ufnp/c+Q/r0QfiNG2hva2eUMrRs2RK//PILvvjiC6PkR0RERERERFQebdy4EXFxcXj77bfh7e2tuf3vf//TOQ+pVIrt27dDIpGga9euGDNmDAYPHow5c+YUYsn1xxZERpY1QKRLwMgyv9nF9CQIAoYOHWrUPImIiIiIiIjKm+joaKPs4+7ujp07dxqjSIWGLYgKma4tim7fv48Fjx8jLC3N4GOFhYVhyJAhOH36tMF5EBEREREREVH5wwBREbKXWcLlYSrsZZbZtl25eRNfPQ3FkRj9o5MZ/vnnH+zevRtPnjwpSDGJiIiIiIiIqJxhgKgI5TWtffuWLQEAx2NiDM7/4MGDEAQBXbt2NTgPIiIiIiIiIip/GCAqIaq4uKCWmTmOxcRAFEW9909LS8PRo0fRvHlzODo6FkIJiYiIiIiIiKisYoCoBOlgZ4snqakISU3Ve98zZ84gPj4e3bt3L4SSEREREREREVFZxgBRCdLx9TT3x/LoZpbbOEZ///03ADBARERERERERER64zT3JUh7W1sAwPHYWHyQS5ojLabhnOoc/Fpoz4528OBBuLq6okGDBoVcSiIiIiIiIiIqa9iCqARxlMnQwNISx2PzHofIz087OBQcHIz79++je/fuEAShsItJRERERERERGUMA0QlTAc7O7xUKHAnOFjnfdi9jIiIiIiIiIgKggGiEqbD63GIjp89q/M+f//9N+RyOTp27FhIpSIiIiIiIiKisoxjEBWzrN3F2trawkoixauoKJ3z8PHxgZubGywtLfNPTERERERERESUBQNExSxrgMjGxASvmjeH5LPPdM7jm2++MXaxiIiIiIiIiKgcYRezEkgm0f1pyWswayIiIiIiIiIiXTBAVAJFp6djwfLl2P7nn3mmU6lUaNy4MebOnVtEJSMiIiIiIiKisogBohLITBCwfN067Ny/P890CQkJsLS0ZCsiIiIiIiIiIioQjkFUAplLpQg4eBA1q1bNM52NjQ0OHz5cNIUiIiIiIiIiojKLLYhKqNqenjAxMcG5c+eybTt04gT+b9s2AICFhQUsLCyKunhEREREREREVIYwQFRCKRQKHDx2DL9u3661/mpgIIaMH4/Pv/4akZGRxVQ6IiIiIiIiIipL2MWsJLG2xhmVEq0lUgDA0AkT4GRnBwCIi4vDzm3bsMjfHwqFAvs2bYKDg0MxFpaIiIiIiIiIygoGiEoQ5do1EM+dg9LPDzIAbSwscfTFC4xq1gy7IiORpFTCwtwcm1asQCtf3+IuLhERERERERGVEexiVsT8/Px03t7JyhIKUcTm8HDUs7TEmqVL8eTSJfTv0aOwi0lERERERERE5QhbEBWx/AJEmY2p5AJTiRTt7ezgY2cH5ZAhhVgyIiIiIiIiIiqvGCAqwSylUkxwdS3uYhARERERERFRGccuZkRERERERERE5RwDRERERERERERE5RwDRERERERERERE5RwDRERERERERERE5RwDRERERERERERE5RwDRERERERERERE5RwDRERERERERERE5RwDRERERERERERE5RwDRCWZtTXOmJsBKhVga1vcpSEiIiIiIiKiMooBohJMuXYNztaqBeVvW6Hcsb24i0NEREREREREZRQDRERERERERERE5RwDREREREREREREOfD390fHjh3h5uaGmjVrYujQobh//75me3R0NGbMmAFfX1+4uLjAx8cHM2fORGxsrFY+oaGhGDhwICpXroyaNWti3rx5SE9Pz/f4ycnJUKlUmuWTJ0/ip59+wuHDh413kq8xQERERERERERElINz585h1KhROHz4MPbs2QOFQoF+/fohMTERAPDixQuEhYXhiy++wLlz57B69WocPXoUkyZN0uShVCoxaNAgKBQKHDp0CKtXr8a2bduwZMmSfI//1ltvIT4+HoA6WLV8+XKIoohffvkF8+bNM+q5mhg1NyIiIiIiIiKiMmLXrl1ay6tXr0bNmjVx7do1tGrVCnXq1MHmzZs126tVq4a5c+dizJgxSE9Ph4mJCY4dO4a7d+9i7969cHJyQr169TBnzhwsXLgQs2bNgqmpaa7HVyqVsH09adW+fftw6NAhmJqaYvz48WjTpg2+/PJLo51rmQkQZTS5ytz0ymiUSvWtGIiiCGXG8bOWwdhlyin//I5RTNelQAr7OpbUMuRwDK16UxSvsbJC3+tiyHXUt+7pkr4oyl0W5Vd3dEhPpYgh9aSgz3lB33sLowyFRPn6OMqSUk+Mca2L4vtZWfw+Vl4Y6bNXr7pTEj/vS8J3TF1+6xT276uctrN+F5rc6o0oigCAuLg4CIKgWS+XyyGXy/PNNy4uDgBgb2+fZxpra2uYmKhDLgEBAahTpw6cnJw0aTp16oSpU6ciKCgI9evXzzWvihUr4uLFi2jevDkqVaqEyMhIuLi4aFoVGVOZCRA9fvQIABASEmL0vNPj42ESHm70fHWhUCjw4MGDHMuQbuQXRE7553fexi5DUSjs61hSy5DXcxkSEoL0xMQScW1KA33fDwy5jvrWPV3SF0W5y6L86k5WvG6lmyH1pKDfEfStz0VRhsIWHBxcpMfLjTGudUGfP0OOmVMaKpmM/dmrS90piZ/3JeE7pi6/dQr791VWrN9FI2u9EQQBHh4e8PHxQUJCgmb9zJkzMWvWrDzzUqlUmD17Npo3b446derkmCYyMhLffvst3n//fc268PBwreAQoA78AMDLly/zPOZPP/2EcePGwdTUFBYWFmjTpg0aNmyIV69e4YsvvshzX32VmQCRR9WqePTwIapVqwaJxMhDK1WuDFhbGzdPHclkMtSoUSPnMlSubNyD5ZR/fudt7DIUhcK+jiW1DDk8lyqVCiEhIep6U6VKybg2pYG+7weGXEd9654u6Yui3GVRfnUn62cOr1vpZkg9Keh3BH3rc1GUoZAolUoEBwfD09MTUqm0SI6ZJ2Nc64I+f4YcM6c0VDIZ6bNXr7pTEj/vS8J3TF1+6xT276usWL8LVW71RhRFpKWlITAwMFsLovxMmzYNd+7cwd9//53j9ri4OAwaNAheXl75Bpt05e7ujv379yMoKAgPHz7EwIED4eLigsaNGxv9s7TMBIgyvqBLJBLjf+GQStW3YiAIgvp8cipDYZxn1uX8jlESvtzpq7CvY0ktQx7H0NSbknBtSgN9r4sh11HfuqdL+qIod1mkS93RMT2VAobUk4I+5wV9DRVGGQqZVCotGQEiY1zrovh+Vha/j5UXRv7s1anulMTP+5LwWanLb53C/n2V03bW70KXtd5kdDGzsbHRChDlZ/r06Th06BAOHjwIV1fXbNvj4+MxYMAAWFlZYevWrZDJZJptTk5O+O+//7TSR0REAACcnZ11Or63tze8vb11Lq8hykyAiIiIiIiIiIjImERRxIwZM3DgwAHs27cPHh4e2dLExcVhwIABMDU1xe+//w4zMzOt7b6+vli+fDkiIiI0XcuOHz8Oa2treHl56VWeyMhIbN26FQEBAQh/3UXRyckJzZo1w3vvvQdHR0cDzxQQxIzwWSkliiLi4uJgamqKe/fuwcvLq2T8I2Ukx48fR4cOHYq7GFRGKZVK3L17t8zVG6LCxrpDZBjWHSLDsO4Q6S+3eiOKIpKTk3VuQTR16lTs2rULv//+Ozw9PTXrbWxsYG5ujri4OPTv3x9JSUnYunUrLCwsNGkcHR0hlUqhVCrRpk0buLi4YOHChQgPD8fYsWMxfPhwzJ8/X+dzunLlCvr37w8LCwu0a9dOE2yKiIjAyZMnkZycjN27d6NRo0Y655kZWxCVcAwOERERERERERWPjRs3AgDefvttrfWrVq3Ce++9hxs3buDy5csAgMaNG2uluX79Otzd3SGVSrF9+3ZMnToVXbt2hYWFBYYMGYI5c+boVZaZM2eid+/e+P7777MFt0RRxJQpUzBz5kwcPnxY39MEwAAREREREREREVGOoqOj89zeunXrfNMA6sGmd+7cWaCyBAYGYtWqVTm2fBIEAePGjUO7du0Mzr/UB4iUSqXmXiKRQKVS6TXQFFF5plKpWG+IDMC6Q2QY1h0iw7DuEOkvt3qjUqkAqGMIJialKyTi5OSEK1euoFatWjluv3LliqbbmSFK/RhE6enpSExMLO5iEBEREREREVEpYWlpWeoCROvXr8e8efMwcuRItG3bFk5OTgCA8PBwnDp1Cps3b8YXX3yBUaNGGZR/mQkQyWQyBAcHo2bNmhy4jUhHSqUS9+/fZ70h0hPrDpFhWHeIDMO6Q6S/3OqNKIpISUkplQEiANizZw/WrFmDa9euaXpUSaVSNGzYEOPGjUPfvn0Nzrv0XY0sMp5oQRAgiiIEQWCzSyIdsd4QGYZ1h8gwrDtEhmHdIdJffvWmtAZb+/Xrh379+kGhUCAyMhIA4ODgAJlMVuC8S32AiIiIiIiIiIioPJHJZKhUqZJR85QYNTciIiIiIiIiojJi2bJlsLe317o1a9ZMsz0lJQXTpk1D9erVUaVKFYwYMQLh4eFaeYSGhmLgwIGoXLkyatasiXnz5iE9Pd3oZX369CkmTJhg8P4MEBERERERERER5cLb2xtBQUGa299//63ZNmfOHPzzzz/YtGkT9u/fj7CwMAwfPlyzXalUYtCgQVAoFDh06BBWr16Nbdu2YcmSJUYvZ3R0NLZt22bw/mWmi1nm6e6JSDesN0SGYd0hMgzrDpFhWHeI9JdbvcmYpysuLk5rbCK5XA65XJ5jXiYmJnB2ds62PjY2Flu3bsX69evRtm1bAMBPP/2E5s2bIyAgAL6+vjh27Bju3r2LvXv3wsnJCfXq1cOcOXOwcOFCzJo1C6ampjqf08GDB/Pc/vjxY53zykmZCRA9fPgQABAcHFzMJSEqfVhviAzDukNkGNYdIsOw7hDpL2u9EQQBHh4e8PHxQUJCgmb9zJkzMWvWrBzzePjwIWrXrg25XA5fX1/Mnz8fbm5uuH79OhQKBdq3b69JW6tWLVSpUkUTIAoICECdOnU0U9IDQKdOnTB16lQEBQWhfv36Op/LsGHDNINv56YgA9mXmQBR9erV8eDBA3h6epba0ciJippSqURwcDDrDZGeWHeIDMO6Q2QY1h0i/eVWb0RRRFpaGgIDA7O1IMpJkyZNsGrVKnh6euLly5f4+uuv0aNHD5w7dw4vX76EqakpbG1ttfZxcnLCy5cvAQDh4eFawSEAqFixIgBo0uiqUqVK+O6779CjR48ct9+8eVMrWKWvMhMgynjCpVIp3zSJ9MR6Q2QY1h0iw7DuEBmGdYdIf1nrTUbrGxsbG51a27z11luaxz4+PmjatCnq1auHvXv3wszMzPgFzkODBg1w7dq1XANEAPJsXZQfDlJNRERERERERKQDW1tbeHp64uHDh3B2dkZaWhpiY2O10oSHh2vGLHJycso2q1lERAQA5DiuUV4mTpyoNYNaVtWrV8e+ffv0yjMzBoiIiIiIiIiIiHSQkJCAkJAQVKpUCQ0aNIBMJsPJkyc12+/fv4+nT5/C19cXAODr64vbt29rgkIAcPz4cVhbW8PLy0uvY/v5+aFz5865bre0tESrVq30PKM3ykwXMyIiIiIiIiIiY5o3bx66desGNzc3vHjxAsuWLYNUKkX//v1ha2uLYcOG4fPPP4e9vT2sra0xY8YM+Pr6agJEHTt2hJeXF8aOHYuFCxciPDwcixcvxqhRo3Id96i4MEBERERERERERJSDZ8+eYdSoUYiKioKjoyOaN2+Of//9F46OjgCAJUuWQCKRYMSIEUhLS0PHjh3x3XffafaXSqXYvn07pk6diq5du8LCwgJDhgzBnDlziuuUcsUAERERERERERFRDjZu3JjndjMzM3z33XdaQaGs3N3dsXPnTmMXzeg4BhERERERERERUTnHABERERERERERUTnHLmY6kowdB0RFqRcqVIBq7eriLRARERERERERkZEwQKSrqCgIrpUBAOKz58VcGCIiIiIiIiIi42EXMyIiIiIiIiKico4BIiIiIiIiIiKico4BohJEMnYcJAMHq8c7IiIiIiIiIiLKwblz5zB69Gh06dIFz5+rh8HZvn07zp8/b3CeDBCVJBnjHGUMhk1ERERERERElMlff/2FAQMGwNzcHDdu3EBaWhoAIC4uDv7+/gbny0GqC2D45Z8RmZYIB1NLbGk6Ot/0mpnQdJwFjTOnEREREREREVFm3333Hfz9/TF48GDs2bNHs75FixZYvny5wfmW2wCRvsGanESmJcJcLkdkaqJuO7xuIaTzLGj6zpwmioBCAchkgCDodgwiIiIiIiIiKjWCg4Ph5+eXbb2NjQ1iY2MNzrfcBoj0DtbowBhBpxwpFEBEBCRLl0K4dg2IiwMSEyEkJuJl1AvIUlJhnqKAeYoCglIJUS4H3Nwgurmp793dIbq7v1nn7g6YmRmvfERERERERERUJJycnPDw4UO4u7trrb9w4QKqVq1qcL7lN0BUGPQMOuXaRS0lGcLu3RBu3oBw7gzw6hUkKhVw9nS2PCrlkK+QmgoEB0MIDs712KKT05sAUuXKgLm5OmiU6SaamQFy+Zt1r9NkBKDg4KDTeRIRERERERGRcYwYMQKzZ8/GypUrIQgCXrx4gUuXLmHevHmYPn26wfkyQPSavuMJGUNkWiIsZDJYBwVDcuVnCJcDIByLhSQuDvjn73z3F+VyxMulSDU3RbKpDG6OVSBaWECIiQGePIEQH5/rvkJ4OITwcOC//wwuv+joCLFWLaBWLYgZNy8voHp1dTc3IiIiIiIiIjKqKVOmQKVSoU+fPkhKSkLPnj0hl8sxYcIEjB5teDyDAaLX9B5PSAc5Bp0UCiAiHJLFi7Hk4DbUvvMEVgkpeeYj2ttDtLGFat5ciM2bA5UrAxYWgFSK/ue+h7lcjuTUVBz0m5JpJxGIjVUHikJDIYSGah4jY/nZMwgqlcHnJ7x6BeHVK+DcOe3ympgA1appAkail5cmiARHR46PRERERERERGQgQRAwbdo0TJo0CQ8fPkRiYiK8vLxgZWVVoHwZIMqFsQaxdo1NRo0r1yH5PQiSE8eA2FhIRBE4ewa+OewjSqWAnR1UH34InD4DoW4dwMwc4rPnEEeMyPeY2YJSdnYQ69eHmFPi9HR1kCg8HEhNBZKTgZSUN7fUVAgpKdrrU1MhJCQAISEQ7t6F8Dx7dzohPR24fx/C/fvAgQPa52dvrxUw0rQ6qlEDMDXV7cISERERERERlXOmpqbw9vY2Wn4MEOXGkEGsRRF49QrCwweQjhiBLccPodLL6Dx3ia5gjUAfD/i9PQLYfxBCndoQw15CtXgxJAMHA2bmehVbr5ZQJiaAhwdED4/cTym/POLj1cGgu3fVt3v3INy7p16XnJwtuRAdDeHCBeDCBe3jSKVvWh1lBI0yWh05ObHVEREREREREdFrKSkpuHXrFiIiIqDK0jOoR48eBuVZbgJEhTHDmFlSKurfeIyaV+9DuvgIhOPH1a1nAODG9RwHkBYrVIBoYwPVvHn40OwuYqq5IDktDQf9JkNy7gIgleZ5zOIYKylP1tZA48YQGzfWDiapVMDTp5qgEV4HjoR799Td27IQlMo3A2sfPKi1TbS1VQeMfHwgNmwIsUEDiPXrA5aWhXtuRERERERERCXMkSNH8MknnyAyMjLbNkEQclyvi3ITIDLKtPbx8UDYCwjBD2DSvDn2Xr8OaR5j+KTIZbhfxx0367pj4LuTIaxbD6FaVXV3seHD8eLc9zDXs2WMvmMlFUZgTLcDSwB3d4ju7hDfekt7W2KidsAoI4h0/z6ExOznJcTGQrh0Cbh0SbNOFASgZs03AaOGDSE2bAhUrFjIJ0ZERERERERUfGbOnInevXtjxowZcHJyMlq+5SdApC9RBCIi1N3Fhg2DcOjvbF2msrb1Ec3MAFdXiOaWUP28Fn2STsDU0gLJqal41687hF9+LbryZzBGYMzYLC2BRo0gNmqk3epIFNVjIr0OGmkFkR4/1spCEEXNdvzxx5ssXF3VAaPMQaOqVdlFjYyu2IKvRERERERUrkVERGD8+PFGDQ4BDBBpmCelouH1R/C8ch/SLw9DOHlSq7tYVqIgIKSaM+42qI7rtd0w9f0vIJkxC0IVV3ULoaZNoTx3uojPQn+F8SPX4G5wggBUqQKxShWIHTtqb0tIgBAYCOHaNQjXrgHXrqmX09K0s3j2DMKzZ1rd1ERb2zcBo9f38PYGZDLDT5IoS/C1xHX/JCIiIiKiMqlXr144c+YMqlWrZtR8y2yAKM/Ahyi+6eYUHAwTX1/87+YNSFW5D8ksSqVAJRfApRJUMlOo/tyLMbd/0UwxP7VatdLZSiXLj1xDAkZZfxjn1w3OoB/SVlYQW7SA2KLFm3UKBRAUpA4aXb/+5j42VmtXITYWwqlTwKlTmnWiXA6xbl3gdSsjjmtEBaVv908iIiIiIiJDfPPNNxg5ciTOnz+POnXqQJal8cOYMWMMyrfMBIg+ub4FoclRqHjlDLb4jn4T+Ah9Cty8CeHJYwghDyA8ewaJszOEmBit/XPsLlalCkRzCyjX/wzJkmUQ3KqoNz57DtjZFcVpGV2+wZlcWkUAyHUffX8YG+2HtEwG1KsHsV49iMOHq9eJIvDokaalkXD9uvr27JnWrkJqKoQrV4ArVzTrOK4RERERlRds+UpEVHrt3r0bx48fh5mZGc6cOQMhU2MVQRAYIIpSJMBekMLp2m1IrqyDcPUKhHNnILx6Belfe/PcV5RI8LCaM4Ia1MD1OlUw/f0vIZk2Q9NdDI0bqwddLgMMDeYAKB0tIwQBqFYNYrVqEPv2fbM+PFy7ldG1a+pBscU3rcZ0GdcIrq4QbWyA17fMj2FjA5iUmSpFREREZRhbvhIRlV5fffUVZs2ahSlTpkBixFhFmfk1u3LsT6gS9CjPbmIZRFdXIF0JuLupu4v99SfGBv6fprvYdA+P0tldrIQqin+o8j2GkxPEt97SnlEtIQHCzZtvAkZ6jGuUG9HCQh0osraGaGureQxbW3UwydpaHViytdU8hq0txEyPYW0NSLO2aSNj0qVlHBGVHxx0noiIiEqTtLQ09OvXz6jBIaAMBYjcQ19ByBIcEgH12DXduwO3bgM1akBMV0L15/8gGTgYgmtldXcxG5tiKXN5URT/UBl0DCsriC1bQmzZ8s06Hcc1yo2QlAQkJQFhYShIiFG0tMy1lVK2FkyvA1CwsVEHmjICU1ZW2QJN/BGkVhQt47IGLQ0JSvH5IioiRhiPj4ioOPF9i6h8GTJkCPbs2YOpU6caNd8yEyBSSKUIrVUF9zwroUuXYcDu/0Hw9oIY8Qqq337TDghRgRT2B5AuP6T1bZWkc5nzGtcoMBCIjlYHi+LigPh4rceIjYWQ8TguDoiLg6BSGXQNhMRE9UDqL14ULNBkZaVplSTa2EB49Ej9WJEOyfTpEKys4JiSAmmNGhDs7HIOSllZlZkuljoTRUClUt/ndFOpgPR0IC1NHVSMjYVlfDIsUtJhmpIChIUBz1/AzcQEaclRgP0DmD14BE8TGSQqFRQpLwDpVfXrQ6lU56dUat9UKuD2bQgV7CEGBkLYsyd7ukz7C0olhN9+V79uzM0h9uubLU9h/wF1AFMUAbkcYqeO2Y4vZM07p3JJJICFhfo45uZAxi2ndebmgKUlREdHwNkZsLdnC00q+bIEjIiMrUTNIktlA9+3Sixd6jsDfKQvpVKJH3/8EceOHUPdunWzDVK9ePFig/ItMwGiwbtnI91CjuTUFHT2GwfJiVOAqWlxF6tsMvIHUNY3xJxad+SWRufWHwUpc6ZxjYDXLdNykPWLmWTMJ0BEBGBlCdXsWZBM/BSCnQ3EFy8hfvyROpgUG6sONGV6jLg4deApI9AUH681VpJeRU9IABIS1I8zVoaHqx//8AMAwDWfPFSCgGQLU6RYmqOCg4u6e5yJSd7Bk9ePhTy25bgfkOO2yJQ4qFQqSCGggswiz2Pqsu2AMh0CRAgqEYIISDD7TXkNIK1YEXu11nyJ7VrLX2NTtr1W6HeQwYP1S3/pYv5pAm/ql6cRiDIZ4OSk7vbp7Ky+d3ICnJ21721t1cElMzP1PbtdUjHiF3cyuny+lxjymuOYQkQllC6/QxjgIz3dvn0b9evXBwDcuXNHa5tQgD9jy0yAKF1WZk6l/CkBb5qaL2KAzl/G8g1aRUdD8HBXl7l2baBCBcC1MiAxgThyZK6BpmxUKnWQ53UQScjUQglxcergUg6Ps217HSjS+9qIIiwTU2GZmAqExxSoRZOhHLWWYgqcH0PHxUdQKIBnz4Bnz/R6LYkmJm9aJJmZaW5iDutgbq6eiTLz+tePxRzWadJnWQczs/LXeo5yVgK+uOsUMBBFdcvG1FQgJUXrJqSm5rgeqakQXt9nXoeUlGzrAyMeQEhJhWlaOszSVXAXLNTHMzVV16/M9Uguz14f5XJALkfF+HhI3dwgWFhkq7uaepppf6005aVOloDXHAD1a0qh0L6lp+e4Tsi6Pqd0SiWgUKg/C/JJo0mnVKpfExYWgKWl5iZmLFtZaS9nvmX5R52KVn7vW8UxJiQD/lRW7Nu3r1DyZVSFyiRdP5A0H0avv4gB0P3LWFF9eZNI3nT3qlIlW2Apr0CT1nVYtRKS/u9CcHSA+PQpxPnzMP/ir7BLU8IyIQUmsQkYVaEh/rp7EtYpCsjjk9DKxAn3nt+DVVIazBOTUSFZqR5nKR+iIKhbXgmCuvyZl7NsS1KladKrAFjLzNXdpEQAEgGwtUWUIgmQCBABOJjZ5JkfALxIi0O6KEIqkaCyuX22MjxMegVBIoEoCFBChKd1pdzze/1YCA4GFOmATAaxtre6y6HcDEhNhdiwAf6LeQzBRAoFgOaOnjgX8xCCiQnSIKKdcx0cjboHiYkUKokEaRDRrXJDdasYiUR9n/nx63th9x51S5r4eIjDhr5Jlym9mOmxZM1aoII9EB0L1dQp2fIVln0NwdFRfS1fRUH86gtNGlEqBQQB4wJ/h6mZGZLS0/Fz0w+1y5dxS08HkpOB5GT1D8ikJM0ykpLUPywzLycmQggPV7dee/kSCA8HIiLU3dl0JKSnq1vVxcdrr9c5B8OIpqbaQSO5HDA3h9TMDNVVKsgcHCBkbMscaMq0LtsP56w/gjPnn7GO3fBKtGwtRjPea1UqwNYWqm+W5RyEySEQk+v6f4+o64+JCeBTF8LFi+rHycmQXL4EPH785se0KAISiTqvQlQ/n+26vGqlACoXoAxadTJzsDjr+2gO76mQSNTX6WYgoFBAlMsB36Y5phXz2D/XvLO+fyclA1aWEIe+ly0/IfQJkJQAIToGwp49+CHkKOLSU2EnmGCiWzsITx4DsTEQoqIgWbUqx2DKgaf/IS0tBVaiBG/Ze+GzZ1chVwFQpENqe1F7n0z7ZgRnNsSHQ6ZUQaJQwkT6Q47BGkO7ypcUoqnpm2DR6wCSmCWIJGbapkljYaEdkLKweBOAyrg3Ny/R79UlIhCSz3flYpktuQQEXzlZCpVkDBBR2aTjB1JuH0ZF8cZtjEGM88tT6zpIpep/ea2tARtbiH5+CMAFmMvNAADJqan40G8KVp/7XjOj30G/KZiYZVkyYCCEyi4Qn7+AattveP+/DYhUJMHezApbfMfoHZzr8zr/jDIc9JuiGTNMfPYcqj+2Y3CWMuTn/XzSj83hmPnJWqasy3OyHHNRpuXWflPwTZZjdtt8Hwh/pc789bXK9qPz1p03x5g2Ld8yivsPatKL/ftny0/YuEndik19RhD9/LKleZR0XFNueHrmf8ys1ymf51+zXRQBCwuopk9VB49evnxz/8cfEGQyICERYt06uBP+AHKFErKUNLgLFoiJj4IsJQ2minSYpqXnW8aCENLS1C0ksgxULwCwLsTjZgsoyeVvWj9laQWVZ2spuVwdVMga6Msp8JdlnZj5x3BO++iTZwn+EaVFFNVByKQk4NUrdSBz714Ijx8B4WEQXkVCMnEixty/ANvEVJjHJcJEsQJ48kTdguL1j2npll+NW66Qh9rL0dHGzV9PSomANFMTpJvKkGYihSxdCdO0dMhTFQZ31dVVXnVS77wA4FGIMYqVt/Pn8twsGTwY2kOMbtROMOVajvv10lo6he5ayznvk5mH1lLxvqYKi+b1kqnOGPPdSKvVkrl59mCThcWbdZnSihmt54A3XeAzHueyTqJSwf7FC0gCAt50H8mURnj0SB1UjI6GsHEjhCv/AXZ2wKMQSNavzzf/Am17/Xh76AUkKdNgKTHFoCrNINy7C4Q9hxAXD8myZdnSD31yFjKpetiCdKUSkqMJxilP5vus1+nmDQghD4CEREimTdP53PLaJuSX/sp/EIJuA4lJkH70ET4MvwUTiRQQRShVKkgdzwGXAyDcNgeSkiEdMaJAz4NO2/K6ZnnlJZVqWoPCzEz9/eT1fcZNrFcP4jvvgArXN998k+f2GTNmGJQvA0REOcjpHw1jD/6YNUily9hLuQWVMpaLZPyBzP+SymSIUKXA3MIckamvWxYVMDhniPyeG13+Rcu1RUBh/fOWQ6s1XQOXuT3/WelyrY19zHz/mct63j4+miBTxr0k+CGQKfg2OUvwbWDm5Rafvml1kZysuRdyWKfpMpNlnabFU8a61FQI164BKanqwIajA/D8ufof9dcBAEGhyPWaGoOm/DExb9YV6hELlygI+geZsgaosrbqyCuPfAJbx6PuQ0hKQoXENNRXWUG4fVs9SHtKCqQO/9Mu/NnT2sv37qJD0V26HIlyOaBUqbvPmKh/ZKB69Tdf0jPur16FYGUFMTUVYs+eOBBzF3FSESbmFni3RhtsenkZ0VIV5OaW+KR2d+0WOWZmmq5jGbd+1zZAam0JlYlUHUQGtIPtLSdD8u4gCM5OEEOfQrXyhzd1MqPb2vwFEOxsgfBXUI35OHudzEiXqX5mruMPI0MhV6TDNFUBWaoC9iqpOqhXgHHkyhtREAAzMyRJVFBKpUiXSmBvaaf+zDM1VbdKq1ZNPWacTKYOMr9+LNy5A6Qr1a/BFs0168XX6f6OvIMEQQVTuRl6uzfT2hcyGYQdO4HkJMDaGqqPR73Z9jqdsPInICERsLOFau7n6vVSqfo1kTGBx+ub1nJGa9WEBO3lxEQgOPhN90tR1Kv1an40s9dGRKiXjZZzztx1TCcZO1Z7xfjxRi9LToZqLf2pvXH+/GzpR2Zb868xi5MnAQB+/LHIjqc55pYt6JJtyxXtNNu3Z0tRmqgGD4aSAaJCt3//fq1lhUKBJ0+eQCqVolq1agwQERW2Yhn8McuP7dyCSiV5QMrCmFVF78CYDs2Js+VRApogZ1Ucz39+xzTG81ugPDJmVLOwyJ6fmSW2tM6pdd6nr9eZwsG0co6Br/xajCnT0nD/5k3UrFIF0rQ0SGbMUv+4srKE+OmkNz92MwJOyckQtv6m/iFragqxYwccCLkA83QVpMmpaG/prv5hnBHIyrSvVuDLiD9sipIgiuruKwXNxwhlAYBORspHJQgQbG3VPzwtLAGZCZCeDtHXF2cSnkBlLkeyVIIuHk3xd/RdxJmogzP9q7d+E4R5/Y+r8ONKCE5OEKNjIH69FMLc+RBcKkF8FQnV/62HZOw4CG5VIL4Ig2rnjjezswKa12VOr2NNsPX777EyU3C1v99kbM+0PNavn/b+jbPXxRQLOcxN8hgwPqNrbkZgyeNNG5WM0I3gXEldJrk5xJEjMezyz4hMAxxMHXSatfSTPFqdqp49h2rHNvUkEVFRgJ0dVD98D8nET98sf7MMklGj1UGsF2FQ/fQjJOMnQnCqCDHsJVTLv8WcmzsQl5oEe6kZvvLuA2HxUiAuVh1ksLLG4h41kJCaBIkowk5iimk1umab/VHy/Qp1642oaKjGjYVk06/q8QQtLCAOHgRh/f8BtjZATAzEYUPxy8OTkEmlSIGIUTU7Qfh1s3rWx9g4qD6diKUhhyE1M4NSKkGSqMKXDQZixt3/QWpuhiSVEisaj8Ant7bBxMIciSolNjYbjaHXfoHM0hwJynTsaj0ZkuHvQ6jiqm4B/Md2TQve3Frv5tSyWSvN5s3Znp8fMuX5jt+UbH+2SI6ffNPSddCg7C1df94AoXp19Wdvo0baZTC3xJY2Wd+v829dq1XmHdvQ++R3sFMBiI3Hr95D1EGeTIEmyeo16vEb09M179dISlIHmzICQq8fC4mJ6vfoTPszUEnlXkbrOCpUp06dyrYuLi4O48ePR8+ePQ3OlwEiIipUhRHEKA2BsfJC3+6avxmQR37yGzA+p9Z5BQ22jby+CRGp8aj4xBpbfEerW5/Uqa3+0dO2bQ4/rMZCcuzEmx8pX3+t9WO9jd8U3QJlmcZ/mnxpI5IS4lBRNMGS6j0x6/IWWImAPFUBMTEZDkoJ0pISIVWqYCWRYWjlZhA2b1F3M42LgzigP/Y+DUCqIhUWggneqVjvzQ/c1/fHwm5CoUiDuWCCdvaemh+/mX8Ia5ZVKghXrqiDA6IIpKRC9KqllUZQKhES/xImIgClEm6mtghPioGoVMIEgIPUPNsxUhQpEJQqSEQRMhUgKpWQGPkHmGgiA8zVAyCLjRtDuHsPsLOFqEiH+P4ICDt3qWfYS0iAyn85Pny4B+kOdoiUCTjQemqOwZovMz2/nf2maP1w7qt5vuNeP9/DIOzcre4CKjWB6OurDjzZ26vHsXF2VreyyKe7XkHrUtb9jdGSUt+WjgVuGSsIQEyMOpj27Lm6S09CAoRqVdXLTk7qHy9WVurActWq6jR2dkBiElCnDq7F2MFc7oyHqakQmzSBYGICoV49AOrn93Q9V60g1VS/HtnKLe7c/SYQMmKEugtwgwbq18fYLO8Hn32GHecEzevjQ78JkJw682b/997DqXMvtY4p+nXETbPrb7oEN2yIx5m7CLu5ITrU+s2yufmbcfV0pMv4MAX9gya//XV5/9brdSoIUJiaIEEuR7KZCVC7tjpIaZIIh4qvn7sdOyG8nhlIfPYcqqVLc21lLGY9pigCKSmQDH4PQkVHiM+eQbX4K0imzYBgZwvxZTjEsaMh+XGl+jUYGwfxg/chbPpVPeYgAMTGYXUHD8hMZBAFQJGejnE1OmHVw6OQyWRIS0/HhBqdsfLhUchMTJCmVGJijc6Q/LwesLcDomOg+mQsJGvWqZdjYqAa9wkkm7eoW2dZWUL1/gise3wSCco0WEnlGFO9g+b6aO4zP359L9mwEUhMgGhlBfHjUVj58Cji01NgJTPDJM8uWHx3/+syKjDXuxeEb5dDcKgAMSoK4ozpWHT3L5iayJCano6FdfpgwZ29MH0963RqugJf1O6LeXf2wtRUhjSFAl/W7Y+5t/fA1NQUKQoFltTtD+GHH9V/tljbQJzyKZbcO4DY9BTYyswwx7sXFt/dh9j0FNjIzNVl+M4fiI8DbGwgTp8GYd4CCE6OECNeQVz8FRbe2YvYdPX4bTam5lhUpx8+vfE75KamSE1TYEXDoZh353+IVSTDVmaOL+v0g2TJMnU3V1tbqOZ9jvHXt0JuaooURRpWNxyR7dpJpk5T/wEQHgHVCn+Mvvor5HL1eacoFFjf+ANIJk2GUMkZ4suXUK38ER9e2QgzuRzJaWn4pclHGHllI8xMTZGsSMOvTUZh8s1tiFIkwd7UAj80GIZJN35DtCIZdqYWWNlgGCbc+A3RaUmwl1vgpwbDc31OtZ7fDz56M4zEr79kSz/q6ibEJsfDWTDFT17vQjJrNhAVrf5zbMpkfH1jN5KTEpHu4owv866JVEhsbGwwa9YsDBkyBIP1nQH5NQaIiIio0BTJAJTF0NorUpEAS3NzRKbmPDugIeed3w/lrMv3Kshh7lIFT1NTITZvjuvKc1o/IAHt7j9D/KZAcuHSmx+l8+ZhbaagRc8c/u3/JstYWvmVSZdWLWOytFoYlmU5a/peWbb3OPc9zE1NkZqcgv3NJ6LP2RWwNJFBEEWkJSdj1+rLECo5A6LqdQuRlfgwYD0sTGRIS0nFz/WHYdyVTRCsrfBKLsWOt2ZBMmRo7i3GZsyA5PIV9Xk9ew40boywlJMwl8shvr7OBr2GSkOg2wh1S9/zLBXXJQeltdxlQgFfpwZ1x85yzGyBULlcHYy3tgEaNwYcHdUBYBMZxOHDIe478OY9ZuJESE6f1Xrv/LNfc63377F+Y7HvXBLM5WZITk3BOL/ROHAuUfPeOMFvFMTDR94EFT/4AOLfh94sv/8+xAN/Q6hfXxO03HsuUrP/aL+hOZ53tsDnrj0Q6tYBnj2HOGAADp4L1eQx0a8vzpx7pFkW/XpD+G2b+rzlZhDfeQcXHIIzbe+BS3Z3swQ+u+GyzZ1Mad7Cf5aBmZY7QVi3HkKNGurz6NABp+XXMm1vizMm/2Vabg3hx5/enLefHwQHB6CSC6AUITZvjotZPjvFpk1xL+30m+Bq48b47/V7fnBqKtCokXrykrp11M9//foISXB5k97HJ3vQ0tpGPZtxcgrg5YWnkRW1P689PdUBQ1tbdRCvenWEhTm8ybNqVYQ/t3+z7O6Oe09NYS63xqvUVMDVFcGPZTCXWyEyNRVwccHDECnM5Y54mJoKODtn/8Nuw7XsMzibmqpfu6amgK1ttuf/uUk6zB3t1Hl6eABK1Zs/x1q3xglJwJsyllHr16/HypUrER4eDh8fH3z99ddo0qRJcRdLS1xcHOLi4gzenwEiIiKiEqhYupTq+W+/Mca5Mii9IEAlVXdlSpPLIM34om0iqL/cZnQ5NLcAPDwQ9izTF+06dfAoJtOXeWkeXaaIqNQpjK7t+SkLAcKcuhSWhfMqFiV4mALg9R9XOszgzOdf2549ezB37lz4+/ujSZMmWLt2Lfr374+AgABUrFixyMuzbt06rWVRFBEWFoY//vgDnTt3NjjfshMgyjTKqVKphCTTJl2WM2eQX3pd9ynodl2Omd9yQY6pnV73PI1XRsOPWZDnO2N91jIU3rXNmr/h5613GbR6aRTOa0r3MhvvvA15jel77Qp6nlkZ41rq+zo3xrXV91oXx3nr8nwbXHdy+cwpite1fq+xwq6/RfcaM0bdMnZ9L4zPa32WdSlX4dfnonmN6VK3Crqc3/NbFJ8hhnxuGfMzwljvY0Vx3ln3iUxLgLncDJGpCQUus/7lNE59zvG8s3zuGPs1l3HdAGiuXUHrb1F8PhvvNWi8MpSE31eGfFYa//ktfhnlyFoe8XVX9bi4uDezAgKQy+WQvw6kZbV69WqMGDECQ4eqW9z5+/vj8OHD2Lp1K6ZMyX9GZGNbvVq7S61EIoGjoyMGDx5coPKUmQCRlWCKl8kJsJXIcffuXdSysoLJ06dIt7bBPR2WrWGK2OTkfPcHoPM+Bd2uyzHzWzb0mFnTA9A5T2OVsSDHNPT5zrjWOZWhsK5t1vyNea3zLYOQ/3ka+3VeFOdtyGtM32tX0PNMM8J7iqHPTUHeUwp6rYvjvHV5vg2tO4X5PmbocsYxAehdBmO95xTma8wYdcvY9b0wPq91XTZmXdK3PhfHa0yXulXQ5cL4jlDQ76GGvI8Z6/O7OL6PFeTz2lifKcb8zq9vfc7xvIWCXWtjfFaWxM9nY70GC/O7cEn8jpDTZ6Wxn9+SJDg4WGtZEAR4eHjAx8cHCQlvhguYOXMmZs2alW3/tLQ0XLt2TSvwIpFI0K5dOwQEBBRewfNw/fr1QslXEMXSPdS+KIqIi4uDVCrFgwcP4OnpCSmbixPpRKlUIjg4mPWGSE+sO0SGYd0hMgzrDpH+cqs3oigiLS0NAHRqQfTixQvUqVMHhw4dQrNmzTTr58+fj3PnzuHIkSOFeBZFq8y0IMp4wqVSKd80ifTEekNkGNYdIsOw7hAZhnWHSH9Z601GGxkbGxutAFFJ9/nnn+ucdvHixQYdo8wEiIiIiIiIiIiIjMnBwQFSqRQRERFa6yMiIuDk5FRk5bhx44ZO6QoS9GKAiIiIiIiIiIgoB6ampmjYsCFOnjyJnj17AgBUKhVOnTqFUaNGFVk59u3bV+jHYICIiIiIiIiIiCgX48aNw7hx49CoUSM0btwYa9asQWJiomZWs+IQGxuLLVu24N69ewAAb29vDB06FLa2tgbnWeoDRJmnrpNIJFCpVKWqHyFRcVKpVKw3RAZg3SEyDOsOkWFYd4j0l1u9UalUANQxBBMT3UIi/fr1w6tXr7BkyRKEh4ejXr162LVrV5F2Mcvs6tWr6N+/P8zNzdG4cWMAwKpVq7B8+XLs2bMHDRo0MCjfUj+LWXp6OhITE4u7GERERERERERUSlhaWuocICppunfvjurVq+OHH37QnEN6ejomTZqER48e4eDBgwblW2YCRDKZDMHBwahZsyZH9ifSkVKpxP3791lviPTEukNkGNYdIsOw7hDpL7d6I4oiUlJSSnWAyMXFBSdPnkStWrW01gcFBaFjx454/vy5QfmWzquRScYTLQgCRFGEIAhsdkmkI9YbIsOw7hAZhnWHyDCsO0T6y6/elOZgq7W1NZ4+fZotQPTs2TNYWVkZnK+koAUjIiIiIiIiIqKi0bdvX0ycOBF79uzB06dP8fTpU+zevRuTJk1Cr169cPbsWYPyLfUtiIiIiIiIiIiIyosvv/wSgiDgk08+QXp6OgBAJpPhww8/xIABA/DWW28hMjJS73wZICIiIiIiIiIiKuFu376NOnXqwNTUFMuWLcP8+fMREhICAKhWrRosLCxw8+ZNg/NngIiIiIiIiIiIqIRr3bo1JBIJ5HI5ZDJZjmMrKZVKg/NngIiIiIiIiIiIqITbv38/evXqBYVCgfT0dDRq1Ah+fn6oWbOmJk1oaCi+/vprg/LnINVERERERERERCWcn58fmjRpgs8//xz+/v6QSqVYsWIFli9fjpcvX6Jjx47o3r27wfkzQEREREREREREVAp06dIFKSkpGDp0KA4cOIDLly+jd+/e2LBhA+rVq4d58+Zh8ODBBuXNLmZERERERERERKXA1KlTtZarV6+Ozz77DG5ubvjiiy9w+vRpg2YwA9iCiIiIiIiIiIio1Dl79izGjRsHb29vzJ8/H++88w7++ecfrTQDBw5EWFiYTvmxBRERERERERERUSnw4sUL/P7779i2bRsePnyIZs2aYdmyZejTpw8sLS2zpT9//jxSUlJ0ypsBIiIiIiIiIiKiEm7AgAE4efIkHBwcMGjQIAwbNkxrBrOCYoCIiIiIiIiIqJwQRREqlSrH+8yP4+PjERUVhejo6Gz30dHRSExMhFKphEql0txmzZqFRo0aFfcpllkymQy//vorunbtCqlUavT8GSAiIiIiIiIiKkNiY2Nx9uxZnDp1CqdOncKNGzegUCggimKhHveDDz4o1PzLu23bthVq/gwQEREREREREZViycnJOHv2LI4dO4bjx4/j6tWrUKlUBcrTxMQE9vb2sLe3R4UKFVChQgXNY3t7e1haWkIqlUIikWhutWvXNtIZUXFggIiIiIiIiIgok8ePH+PEiRM4c+YMJBIJ3N3d4eHhAQ8PD1hYWCAxMRFJSUma+4xbYmIiKlWqhPfffx8ymazQypeeno7Lly9rAkLnz59HWlqaVhpPT0+0bdsWbdq0QYsWLWBlZQVBECCRSCAIgtbjrPeCIEAul0MQhEI7Byp5GCAiIiIiIiKiEiM1NRWnT5/GyZMnIZPJ4ObmhipVqsDV1RVubm6wtrY2+jHDwsJw4sQJze3hw4cFym/Xrl3Ytm0b7O3tC5TPkydPsGLFCjx8+BCpqamaW1BQEOLj47XSurq6okOHDppblSpVCnRsKpkmTJiApUuX6lwPpkyZovPrkAEiIiIiIiIiKlaPHj3CoUOH8Pfff+PEiRNISkrKNa2trS2qVKkCNzc32Nvbw8TEBFKpVOs+47GNjQ38/PzQvHlzmJuba/KIiorCyZMnceLECRw/fhxBQUFax5BKpfD19UW7du0gl8vx5MkTPH78GE+ePIFCoYC5uTksLCxgaWkJCwsLzc3MzAw7duzAsWPH0LZtW/z555+oXr26Jt+0tDSEhYXBzc0tz9Y54eHh+Prrr7Fu3bpsLYMy2Nvbo127dujYsSM6dOiAWrVqscVPObBt2zYsWLBA5wDRZ599pnPeDBARERERERFRkcpoJXTo0CH8888/uHv3rtZ2FxcXdO7cGaampnj27BlCQ0Px9OlTxMbGam63bt3S+XhyuRzNmzeHt7c3Ll26hOvXr2sN2CwIAho2bIgOHTqgffv2aNWqlcEtlcaOHYt+/frh7t27aN26NTZs2IDw8HAcPHgQR44cQUJCAjp27IgNGzZka+UTExMDf39/rFy5EomJiQCA9u3bY9CgQTAzM4NcLodcLkeVKlVQv379QpnJikq2whxonAEiIiIiIiIi0kliYiJCQ0NzvDk4OGDixIlo2bJljvtmtBL6559/cOLECU0ABFC32GnZsiW6du2Krl27okGDBjm2homPj9cEi54+fYq4uDgolUqkp6cjPT1d67FKpcKzZ89w6tQpvHjxQjOjV4batWtrAkJt27ZFhQoVjHKNGjZsiLNnz6Jv3764cuUK+vTpky3NsWPH0LhxY/z4448YPHgwkpKSsGrVKnz33XeIjo4GADRt2hRffvklOnbsyJZBxezs2bNYuXIlrl+/jrCwMGzduhU9e/bMc58zZ87g888/R1BQEFxdXTFt2jS89957WmnWr1+PlStXIjw8HD4+Pvj666/RpEmTfMuTkJAAuVyeZxobG5v8TywLBoiIiIiIiIh0IIoikpKS8OrVK0RGRiIyMhKvXr2Cm5sbWrRoARMT4/y8evLkCVJSUjTdpQAgIiICFSpUgKmpqVZ3qoybRCIp8HFVKhXCwsIQGhqKJ0+eaAI/mR9HRkbmmceuXbvQpk0bTJ8+He3bt8fZs2c1XcdyaiWUERDq1KkT7Ozs8i2jtbU16tSpgzp16uh8XqIo4v79+zh58iSCg4PRqFEjtG/fHpUqVdI5D325uLjg6NGj+Oijj7Bnzx40bdoU3bt3R8+ePWFpaYkPP/wQAQEBGDFiBH7//Xdcu3YNYWFhANSBq0WLFqF3794MDJUQSUlJ8PHxwbBhwzB8+PB80z9+/BiDBg3CBx98gJ9//hknT57EpEmT4OzsjE6dOgEA9uzZg7lz58Lf3x9NmjTB2rVr0b9/fwQEBKBixYp55t+0adNct4miCEEQ8q2rORHEwmyfVAREUURcXBykUikePHgAT09PNrMj0pFSqURwcDDrDZGeWHeIDMO6QyVNcnJytmBPVFSU5nHG+sy3lJSUHPNycHBA9+7d8c4776BVq1aws7PT63WuUqlw8OBBLF++HBcuXND7XGQyGaytrWFlZaW5z7jltN7ExATPnz/XagH07NkzKBSKfI9lZWUFd3d3uLm5aW6urq44e/Ystm7dqsnDxMQE6enpmv2kUilatGiBrl27okuXLqhfv365CIAkJydrjX8EqGch+/rrr7F06VIolUoAgIeHB+bNm4fBgwfzPdIIcvvMEUVRM65T5tdfRve9/Njb2+fbgmjBggU4fPgwzp8/r1n34YcfIi4uDrt27QIAdO7cGY0aNcK3334LQP0e4OPjg48//hhTpkzJNe8KFSpg8+bN+Q483apVq3zPJasyEyB6/PhxofbFIyIiIiKi0kkURdy6dQv79u3D9evXERMTg5iYmFyDPfmRyWSws7ODvb09rK2tcf/+fcTFxWmlEQQBVlZWsLW1hY2NDWxsbLQeZ16OiorCb7/9hpCQEADqwIqZmRlUKhWUSiWUSiVUKhVUKlWBr0V+pFIpnJycUKlSJVSqVAkuLi5aj52dnWFtbZ1rYOfly5f47bffsHPnTiQnJ6NixYrw8/NDq1at0KJFC4O6vZRlN2/exK+//oqmTZuif//+kMlkxV2kMk8QBHh4eMDHxwcJCQma9TNnzsSsWbPy3V+XAFGPHj3QoEEDLF26VLPut99+w+zZs/HkyROkpaWhcuXK+PXXX7Xy+eSTTxAbG4vff/8917wrVKiAu3fv5tvKyBBlpotZ9erV2YKISE/8J5fIMKw7RIZh3Sm70tLS8M8//yA1NRU+Pj7w9PQ0+g/da9euYc2aNUhKSoK5ubnWLWP2KAsLC5ibm2s9/u+//7B161bcuXMnx3xlMhkcHBy0bo6OjtnWZV5vaWmpFSBJT0/HuXPnsG/fPhw4cAAhISEQRRHx8fHZpiLPi62tLT7++GOMGzcOLi4umvUZdadGjRqa5YzxdjIep6SkICEhAfHx8UhISNDcMsqQ8TgxMRHx8fFIS0uDq6urZjawjJuLi0uBusp5eXmhbdu2+OabbxAeHg5PT89y0UrIUF5eXhgwYEBxF6NMyq8FUWBgYLYWRMYSHh6eLYBTsWJFxMfHIzk5GTExMVAqlTmmuX//vtHKoa8yEyDKeMIz+uASke5Yb4gMw7pDZBjWnbIjOjoaGzZswKpVq/D8+XPNelNTU3h5eaFu3bqoW7cufHx8ULduXXh4eOgdLHj8+DEWLFiQ5z/qujAzM0Pv3r3Rr18/VKlSRRPwyas1jK6kUik6dOiADh06wN/fH2lpaYiOjta6RUVFZVuXcVMoFHj33XcxatSoPFvYZIw7VBpUqFDBaIM+ExVE1s+cjJ5HNjY2pTJ46ebmVmjvA2UmQERERESUn4SEBOzcuRN16tRB8+bNi7s4RCVWxmDMlpaWOW4PCQnBypUr8csvv2hmonJxcYGbmxtu376NhIQE3Lx5Ezdv3tTaL2OA4YyAUUbwKOu/6MnJybh+/Tr27t2LVatWITU1FQAwaNAgNG/eHElJSUhOTta6ZaxLSUnRPE5KSoKTkxOGDBmCAQMGwNbWthCuVnampqZwdnaGs7NzkRyPiEoWJycnREREaK2LiIiAtbU1zM3NNUGrnNI4OTnlmfeRI0fyDL6mp6fj+vXrOs2GlhUDRERERFTmxcfHY82aNVixYgVevXoFuVyOY8eOwdfXt7iLRlQsIiMjERQUBAsLC1hbW8Pa2hqJiYk4ffo0Tpw4gZMnT+Lp06do0KABBgwYgP79+8PT0xMXL17E999/j71792rGw/Hx8cHkyZMxaNAgyOVyqFQqPHnyBIGBgbh165bm/u7du4iPj8fFixdx8eJFrfI4OTnBx8cHLi4umvSZBzdu164dli1bZtAPHiKioubr64t///1Xa93x48fRrFkzAOogcsOGDXHy5EnNGEQqlQqnTp3CqFGj8szb29sbQUFBmsC6n58f/vjjD1SpUgUAEBUVhS5duhg0ixkDRERERFSmiKKIyMhIPHnyBI8ePcL169exbt06REVFAQDMzc2RnJyMAQMG4Ny5c3B1dS3mEpOunj17hlOnTqFy5crw9vaGk5NTqeweUJyuXr2KVatWYceOHZpWOXm5fv06rl+/jnnz5sHNzQ2hoaGabV26dMHkyZPRqVMnredBIpGgatWqqFq1Kt5++23NeoVCgXv37uHWrVuawNHt27fx8OFDhIeH49ixY1rHdnJyQtOmTTF69Gh0796dzzURFZuEhATNIPKAuuvrzZs3YWdnBzc3NyxatAgvXrzA2rVrAahnLNuwYQPmz5+PYcOG4dSpU9i7dy927NihyWPcuHEYN24cGjVqhMaNG2PNmjVITEzE0KFD8yxL1sm5QkNDtQLqOaXRFQNEREREVKqIoojw8HA8fvxYc3vy5AkeP36MR48e4cmTJ5ouL5nVrFkTs2fPRs+ePdGxY0fcunUL/fv3x7Fjx2BhYVEMZ0K6UCgUOHDgADZt2oR//vlHaxanChUqwNvbG97e3qhdu7bmsZubGyQSSTGWunipVCrs2LEDd+/ehUQi0VyLo0eP4uzZs5p0bm5uSE9P1wxgLJVK4evri3bt2qF9+/bw8vLC4cOHsWvXLhw/fhyhoaEwNTXFkCFD8Omnn8LHx0evcslkMk23sswSExNx584d3Lp1C8+ePUPt2rXRtGlTVKlShUEhIioRrl27hnfeeUez/PnnnwMAhgwZgtWrV+Ply5d4+vSpZruHhwd27NiBOXPmYN26dahcuTJ+/PFHdOrUSZOmX79+ePXqFZYsWYLw8HDUq1cPu3btyreLmS4Mfe8sM9Pcm5qa4t69e/Dy8io1A7cRFTelUom7d++y3hDpiXWnaCiVSpw+fRoXL17UBIEyAkC6TE3t4uICDw8PuLu74+2338a7776reb5CQkLQqlUrvHr1CgMGDMBvv/3GH6JFQJ+6c+fOHWzatAm//fYbwsPDNesbNmyIuLg4zSxRObG0tISXl5cmcOTs7AwTExPIZDLIZDLN4Mll0fPnz/HRRx/h6NGjOW43MTFB//79MWHCBDRr1kzzus+YTj23mcdevXqFixcvonHjxlqza1HR4OcOkf5yqzeiKCI5ObnUDlKddZp7Nzc3nD59GlWrVgWgnkGtdu3a7GJGREREpZsoirh48SL++OMP7Nq1C2FhYTmmEwQBrq6umgCQh4cHqlatqnns5uYGMzOzXI9TrVo1/PHHH+jatavm37oJEybA09OzsE6NdBAfH4+dO3di06ZNuHDhgmZ9pUqVMGzYMIwcORK1atUCoB7E+N69e7hz5w6CgoIQFBSEO3fuIDg4GImJibhy5QquXLmS67H69OmDRYsWoXbt2jqVLS0tDeHh4Xj58iXCwsLw8uVLvHjxAi9fvkRUVBS6du2KYcOGFeuPjT///BNjxoxBVFQUzM3NMWTIEMhkMqhUKqhUKri5uWHkyJGoXLlytn0ztzTKiaOjo2acDCIiKj6CICAhIQFyuRyiKGqW4+LiAKg/Sw3Omy2IiMov/htFZBjWHcOkpaXhxYsXeP78ueb27Nkzzbpnz57h+fPnSEpK0uxjb2+PLl26wNPTEx4eHppblSpVYGpqWuAy/fLLLxgzZoxmuUaNGujSpQv69++Ptm3bFjh/0pZT3RFFEefPn8cvv/yCXbt2aboHSqVSdO/eHR988AG6deuWa8uWrBQKBR4+fKgVOIqJiYFCoYBCoUBSUhICAgIgiiIkEgmGDRuGMWPGID4+XhP4yRwECgsLQ1hYmE7/xHbs2BGrVq1CjRo1DL9IBkhMTMT06dOxYcMGAOpWVps3b4a3t3eRloMKDz93iPRXllsQZS53RpAo67IhLYgYICIqx/hlg8gwrDvaMgaFzhrsyRr4yTqVa26srKzQq1cvDBw4EJ07dzZKICgvW7duxZYtW3DmzBkoFArN+m+++QaTJ0/Olj49PR2hoaGoWrWq3l8sVSoVHj16hNu3b8PCwgJNmzaFjY1NQU+hxHrx4gVsbW01YzxlrjuiKGLDhg346aefcO/ePc0+NWvWxAcffIChQ4cWWlemW7duYcGCBfjrr7/02s/ExEQzdXmlSpU092lpaVi1ahVSUlJgbm6OBQsWYNKkSTAxKfzG+leuXMHw4cNx//59CIKAzz77DIsWLSr0ekNFi587RPorqwGizGPJ5aVVq1Z6580AEVE5xi8bRIYpK3UnJCQEYWFhUCgUSE9P1+mWkJCAFy9eaII+Gbe0tDSdjmlqaorKlSujcuXKcHFxgaura7bHbm5ukMvlhXz22cXHx+PEiRP4448/NLOMzJ8/H59//rnmC+TNmzfx0Ucf4dq1a+jWrRv8/f3z7ZYWGBiI9evX4/Lly7h9+7bWANqCIKBu3bpo3ry55ubl5VVqBlhWqVQ5ljUmJgaLFi3CmjVrYGdnh0mTJmH8+PGwsrLC3bt3ER4ejs8++wyBgYEAAAsLCwwYMAAffPAB/Pz8iuwL+6VLl7Bo0SJcvXoVFStW1Ar6ZH6ccV+hQoVcn5vg4GCMHz8ex48fBwCYmZnBzc0N7u7ucHNzQ8+ePdG7d2+jlV2lUsHf3x8LFiyAQqGAq6srNm7ciA4dOhjtGFRylJXPHaKiVFYDRIWJASKicoxfNogMU1LrTkYXrowATnR0NBo1aoRGjRpp/ag9f/48vv76axw8eNCox69YsaJWoCenm6OjY4n/MiaKIpYtW4YFCxYAAD777DN8+eWXWL58Ob788kutVkampqaYNm0aZs6cCXNzc608jh07hu+//x6HDx/Wyt/U1BTe3t6Ii4vDo0ePsh3f1tYWzZo1Q5s2bfDhhx8aZTYTY3n69CnOnDmjud25cweNGzdGv3790LdvX9SoUQO//fYbZs+ejZcvX2rta2tri/Hjx+PKlSv4559/AKibyc+bNw/Dhw8vEy2pRFHE5s2bMWvWrByb9m/evBmDBw8u8HFu3LiBadOm4cSJEwDU4ymtWbMGDg4OBc6bSqaS+rlDVJKV1wDR9evXsWTJEs2fXfpggIioHOOXDSLDFFfdUSgUWtO5Z9wyll+8eJHjfk5OTnjrrbfQokUL7Ny5E6dOnQKgHpS2WrVqMDEx0dxkMpnWcsZNKpXCxMQE5ubmWgEfV1dXuLi4wMXFpVha/RSmH3/8EdOmTQMAVK5cGc+fPwcA9OzZE9OmTcPixYtx5MgRAOoZRGrWrIn09HQoFApEREQgODgYgPo69+nTBwMGDICPjw88PT01XY9evHiBS5cu4cKFC7h06RIuX76M5ORkTRnMzMwwYsQITJ48uVAH0A4NDcXixYtx+/Zt1KlTBw0aNECDBg1gb2+PCxcu4PTp0zh79ixCQkLyzMfFxUXzOqxVqxa+//57REZGYsmSJQgKCtKkEwQBo0ePxsKFC8tkUEOhUCA0NBShoaF4/Pgx/v33X+zYsQNyuRxHjx5Fs2bNDMr36tWrWLJkCf78808A6tnavv/+e7z//vtl8kcOvcHvbET6K8sBoqNHj+LEiROQyWQYMWIEqlatinv37mHRokX4559/0LFjR+zcuVPvfBkgIirH+GWDyDBFUXfS0tIQGBiIS5cuISAgAJcuXcL9+/ehUqny3C+jC5eLiwssLS1x4cIFJCQkaKWRyWQYPnw4pk6dipo1axZK+cuK//u//8O4ceMgiiLs7Ozg7++PoUOHQhAEiKKI//3vf5g2bRqePn2abV9LS0uMHDkSEydORPXq1XU6nkKhQGBgIC5cuIAtW7bg8uXLANQBlb59+2Lq1Knw9fXNtp8oiggNDUWVKlX06p4WHx+Pb7/9FitWrEBKSkq+6SUSCRo2bIg2bdqgVatWqFu3Lk6ePIk9e/bg+PHjUCqVsLCwwJw5czB58mTNODgqlQp79uzB8uXLIZFI8MMPP6Bp06Y6l7O0UyqVGDBgAA4cOIBKlSrh7NmzcHNz03n/y5cvY/HixThw4AAA9ethwIABWLRoEWfeKyf4nY1If2U1QLRlyxZ8+umnsLe3R0xMDCpUqICvvvoKM2fORN++fTF27Fh4eXkZlDcDRETlGL9sEBnG2HVHFEWEhIQgICBAEwy6evUqUlNTs6U1MzPTTOletWrVbI+zduFKS0vDuXPn8M8//+DSpUto3LgxJk+ejCpVqhS43OXFgQMHcPz4cUyZMgWurq7ZtickJODQoUNIS0vTtMKSy+Vo0aIF7O3tDT6uKIo4ffo0li9fjr///luzvm3btpg6dSq6deuGoKAg7NixA3/88QeCg4PRsWNHbN26FY6OjnnmnZ6ejk2bNmHRokWarmCtW7fGyJEjERwcjBs3buDGjRuIiIiAr68vWrdujdatW6NFixa5dgWLjIzEhQsX0LBhwxyvE1C+P3fi4+PRrl07BAYGokGDBjhx4gSePXumGfPq6dOn6NGjB9577z106dIFMpkMFy5cwJIlSzRd8iQSCQYNGoRZs2ahdu3axXxGVJTKc90hMlRZDRC1atUKgwYNwqRJk/DXX39h5MiRaNq0KX755ZdcP391xQARUTnGLxtUnkVFReHatWu4evUqAgMD4ebmhj59+qBRo0b5flkoaN2Jjo7WBIIuX76MgICAHGf4sre3h6+vr+bWsGFDuLi4lMovM1QwN2/exPfff4/t27cjPT0dAODo6IhXr15lS1u1alXs3LkTDRo0yDGvQ4cOYebMmbh9+zYAwNPTE0uXLkWvXr0K/bVV3j93Hj9+jFatWiE8PBxOTk4IDw/PMZ2joyNq1qyJ8+fPAwCkUimGDBmCWbNmoVatWkVZZCohynvdITJEWQ0Qubq64vz583B3d4coinB2dsZff/2FFi1aFDjvwp97k4ioFEhJSYFcLi+VHxKUN4VCgbt37yIwMBC3bt1CYGAgAgMD8fjx42xply1bBnd3d/Tq1Qt9+vRBq1atcvwirlQqtcaJyezq1atYu3Yt/v33X1SoUAHu7u6oWrUqnJycEBQUhEuXLmnGpslMJpOhQYMGaNasGXx9fdGsWTN4enryNUkAgHr16mHjxo1YtGgRfvrpJ6xfvx6vXr2CiYkJunTpgkGDBsHT0xMjRozAgwcP0K5dO6xfvx7vvvsu0tPTERERgYcPH2LJkiX4999/AagHiP78888xZswYToleRDw8PLBz50689dZbCA8Ph1QqRefOnTFw4EDUrFkTu3btwo4dO/Dy5UvN8zts2DDMmDGDXcmIiAgAkJycrJkYQxAEyOVyVKpUySh5swURUTlW3v+NUiqV+Pvvv7Fu3TocOnQITk5OaN68OVq0aIGWLVuiSZMmWrMSUfFLTU3FgQMHcPv2bUgkEs1NEASt5eTkZNy+fRuBgYG4e/eu1qxTmVWvXh0NGzZE3bp1ERgYiEOHDiEpKUmz3dHREW+//TZ69+4NZ2dnnDp1CqdOncKZM2cQFxcHb29vNGvWDM2bN4eZmRk2bNig+cc/P56enpqWQc2aNUODBg3K3CDPVHhiYmJw+fJlNGrUSGuQ56ioKAwfPlwTBHJ0dERkZCQyf92TyWQYP348Zs+eXaAucIYo7587GS5cuIC7d++iR48eqFixota29PR0HD16FHfu3EHv3r1RrVq1YiollSSsO0T6K6stiDL+4LGysgIALFy4EBMnTsw26cOYMWP0zpsBIqJyrLx+2YiPj8fq1auxfv16PHnyJNd0JiYmaNiwIVq2bInmzZuje/fusLa2LsKSEqB+n7927Rp+/fVXbN++HVFRUXrnYW1tjbp168LHxwc+Pj6oW7cu6tevn+3HcXJyMo4cOYI///wT+/fvN+hYJiYm6N+/P95//32kp6drZhgLCwtD9erV0axZMzRt2rRMztxEJYNSqcTnn38Of39/zTqJRAInJye0bdsWixYtQo0aNYqtbOXxc4eooFh3iPRXVgNE9evXz7fcgiDg2rVreufNABFROVYev2w8ffoUvXr1QmBgIAB1BH7kyJEYOXIkYmNjcf78eZw/fx4XLlzINmW4j48PLl68CJlMVhxFL3FEUcT169cRHR2NVq1a6d1FRaVS4dy5czh06BCqVKmCHj16aM3qExERgW3btuHXX3/FzZs3NetdXV3RuXNnmJiYQBRFqFQqzS1j2cTEBF5eXpqgkLu7u95fANLT03H69Gn8+eef2LdvH+Lj49GqVSu0a9cOrVu3RnJyMmJiYjRjCb18+RL9+/fHRx99BBcXF72ORVQYHj58iMTERDg7O8PBwaFEvM+Xx88dImNg3SHSX1kNEBUmBoiIyrHy9mXj2rVr6NOnD54/f45KlSrhq6++wrvvvptjNzJRFPHkyROcP38eFy9exG+//YaYmBhs2LABI0aMKIbSlwxKpRLnz5/Hn3/+ib1792rG8alQoQIGDBiAIUOGwNfXF5cvX8axY8dw/Phx3Lp1C56enmjUqBEaN26MqlWr4tChQ9i5cydCQ0O18q9fv75mZqaDBw9qBuOVy+Xo1asXRowYgc6dOxf767W81R0iY2HdITIM6w6R/hgg0l+ZCRDNnTsXfn5+6Nu3L980iXRUVr9spKWl4cWLF3B0dISlpSUA4PDhwxg8eDASEhJQu3Zt/PXXX/Dw8NA5T39/f8yaNQuenp64ceMGTEz0G+P/6tWrOHr0KCpXrozatWujVq1amrIZKmNKbYlEUqB8dDnO8ePHsXfvXuzbt09r1h1zc3PY2NhopskG1LPtKJVKnfK2sbFBjx498OTJE1y4cAEqlUpre5MmTfD+++9j4MCBqFChgnFOyAjKat0hKmysO0SGYd0h0l9ZDRAlJyfj5MmT6NatGwBg0aJFSEtL02yXSCT4/PPPYWZmpnfeZWYWs19//RU7duxA06ZNUbVq1eIuDhEVg8jISPz8889YvXq1JmBhaWkJZ2dnPH78GEqlEu3bt8cff/wBOzs7vfIePXo0vv32WwQHB+OPP/7Ae++9l+8+oiji6NGjWL58OY4ePZptu4eHB7y9veHt7Q0vLy/NY0dHx2xpY2JicOPGDVy/fh3Xr1/HtWvXcOfOHVSsWBG//fYbWrVqpdf55CchIQGHDh3Cn3/+iYMHDyIuLk6zzc7OTjNw81tvvQW5XI4TJ05g27Zt+N///of4+Hg4ODigffv26NixIxo3bozg4GBcvXoV165dw/3799G0aVMMHjwY3bt313x4vXr1Cv/88w+OHj0KZ2dnDBs2DD4+PkY9LyIiIiKi0mzbtm04fPiwJkC0YcMGeHt7a75T379/Hy4uLhg3bpzeeZeZFkSdO3fG5cuX4ePjgxMnTsDGxqa4i0ZU4pWFf6OUSiUCAwPxyy+/YNOmTZoZqHJqxTJ06FCsW7fO4Omcly1bhvnz58Pb2xvXrl3LteVOeno6du/ejeXLl2sGh5NKpejatStiY2MRFBSEyMjIXI/j6OgIb29v1KpVC5GRkbhx4wZCQkJyTS+Xy7F582b07dvXoPPKkJqail27dmH37t04cuQIUlJSNNsqVaqE3r17o3fv3mjXrl2u4zAlJyfj2bNnqF69eqG3bCpOZaHuEBUH1h0iw7DuEOmvrLYg6t69OyZNmoTu3bsDANzc3HD69GlNQ5kdO3bg//7v/3D48GG98y4zLYh+++03+Pn5ITAwEEOHDsX//vc/vbuAEFHJljEuUEBAAC5fvoyAgABcuXIFiYmJmjQNGjTAZ599hgEDBiAlJQUvX75EeHg4TE1N0aRJkwJ9CIwbNw7+/v4ICgrCnj17MGDAAK3tiYmJ+PXXX7FixQo8evQIAGBhYYEPP/wQkyZN0mrd+OrVKwQFBWlud+/eRVBQEB4/foxXr17hzJkzOHPmjFb+Hh4eqF+/Pho2bIgGDRqgdu3amDVrFvbt24fBgwfD398f48ePR2pqKg4ePIitW7fi1q1bWLp0aZ7Bo/j4eGzYsAE//PADnj9/rllfvXp19OnTB3369EGzZs10CviYm5vD09NTh6tJRERERET6CgkJQd26dTXLcrlc63t6kyZNMH36dIPyLjMtiExNTbFnzx58/PHHSE5OxujRo7Fy5cpSGREkKiol4d8oURTx8OFDxMTEICEhAYmJiUhISEBSUpJmOS4uDrdu3cLly5e1xr/JYGVlhbZt22LSpEno0KFDodb7L7/8El9++SV8fHxw+fJlSCQSvHr1CqtXr8aaNWs0LYMcHR0xfvx4jB07Vq/pzBMTE3Hv3j0EBQXh3r17sLW1RcOGDVG/fv0cx+BRKpWYPHky1q1bBwDo0qULAgICEB0drZVu4cKFmD17tta1iYiIwKpVq7BmzRpN+sqVK+ODDz5A3759Ua9ePb6H5qIk1B2i0oh1h8gwrDtE+iurLYhcXFxw6tQp1KxZM8ft9+7dQ9u2bREWFqZ33mWqiY2Pjw82bdqEwYMH4+eff4aDgwPmzp3LKamJSiClUom9e/di+fLluHz5ss77mZiYoH79+vD19YWvry+aNm1apF+WJkyYgB9++AGBgYFYs2YN7t27h02bNiE5ORmAutXNlClTMHz4cFhYWOidv6WlJRo1aoRGjRrplF4qleLHH39ElSpVMG/ePE1TUldXVwwZMgTx8fFYt24dFi5ciNu3b2P9+vUIDw/HihUrsHHjRk25a9asienTp2PIkCGQy+V6l5uIiIiIiApf5cqVcefOnVwDRLdu3ULlypUNyrtMBYgAoFevXvjmm28wffp0LF26FLt378a3336r6Z9HRMUrJSUFW7duhb+/P4KDgwEApqamcHZ2hqWlJSwtLWFlZQVLS0tYWFhoHlevXh3NmjVDgwYNDBqR31js7e0xbtw4LFu2DFOmTNGsb9y4MaZNm1YsMykKgoCZM2eiZs2aOHHiBPr06YN27dppytGwYUNMnDgRf/zxBy5duoSnT59qpo9v3LgxZsyYgd69e/MfSSIiIiKiEu6tt97C0qVL0aVLl2y/i5KTk/HNN9+gS5cuBuVdprqY3bt3D15eXpBIJPj111/x+eefIyIiAgDQtWtXfPfdd/Dy8irmEhOVHMZqriyKYr7NM2NjY7Fu3Tr89NNPmuaO9vb2GDt2LMaPHw8nJyeDj1/UIiMjUbduXURFRaFLly6YOnUq2rdvX6KbqJ4+fRqDBg3Cq1evAAAdO3bEjBkzCr1LXlnFpv5EhmHdITIM6w6R/spqF7Pw8HC0bdsWMpkMH3/8sWb8z/v372P9+vVQKpU4efKkQb+vylwLIkD9b/rIkSPRt29fLF26FCtXrsShQ4dw9epV3Lt3z6BuH0TlVVJSEszMzLINUCyKInbv3o358+fj1atXaNmyJVq1aoXWrVujZs2aiI2NRUxMDGJiYnD06FH8/PPPiI+PB6Aeaf/TTz/Fhx9+CCsrq+I4rQJxcHDA5cuXkZycnGvTzpKmTZs2OHfuHLZs2YLu3bujadOmxV0kIiIiIiLSk5OTEw4dOoSpU6di0aJFyGjzIwgCOnTogO+++87gP9/LZAuirFH14OBgdO3aFaGhodiyZQsGDRpUTKWlsuz58+dIT0+Hu7t7cRdFZ/n9G7Vnzx68//77cHR0xKBBgzB48GA0aNAA169fx9SpU3H69Gm9jlenTh1MnToVgwcP5thgVKrxn1wiw7DuEBmGdYdIf2W1BVFm0dHRePjwIQD1WKj29vYFyi//OYvLAE9PTwwbNgwAsG3btmIuDZVF+/btQ+3ateHp6YlmzZph6dKluHPnTqEe89y5c+jWrRtq1qwJT09PVK9eHVWrVkW3bt1w8+bNAue/f/9+DBs2DKmpqXj27Bn8/f3RrFkz1KlTBy1atMDp06dhbm6OefPm4ezZs/juu+/Qp08fVKxYEYB6ZjE3Nzf4+PigR48e+N///ocrV65g+PDhDA4REREREVGpsn79etSvXx+VKlVC586d8d9//+Wa9u2334a9vX2228CBAzVpxo0bl237gAED9CqTRCLRuhVUuWhBBABBQUGoX78+TExM8PjxY82PWKKC+vnnnzFp0iSoVKps23x9fbF9+3a4ubkZ7XghISGYM2cOdu/enWsamUyGmTNnYtasWTA1Nc01XW5R9cOHD6Nfv35IS0vD4MGD0a9fP2zbtg0HDx5EamoqAGDgwIFYsmRJthZToihCqVTCxKRM9mAlAsB/cokMxbpDZBjWHSL9GbMF0Z49e/DJJ5/A398fTZo0wdq1a7F3714EBATkGFuIjo5GWlqaZjkqKgpt2rTBjz/+iPfeew+AOkAUHh6OVatWadLJ5XLY2dnlW54nT55g2rRpOHbsmFYXs06dOuHbb781uFdLuWhBBADe3t5o3Lgx0tPTsWvXrmzbv/nmG7Rr1w7Pnj0rhtJRQRVFnPP+/ft4+vSp5liiKGL+/PmYMGECVCoVPvjgAzx+/Bhr165Ft27dIJPJEBAQgPbt2yMoKMjg48bExCAgIAC///47pkyZgnr16mH37t2QSCT46KOPcOrUKZw/fx4XLlzAmTNn8M4770ChUOCrr75CixYt9JpCHgBOnDiBAQMGIC0tDX379sXGjRvRp08f7NixA6Ghofj9999x/vx5bN26Ncc3HkEQGBwiIiIiIqIyY/Xq1RgxYgSGDh0Kb29v+Pv7w8LCAlu3bs0xvb29PZydnTW3EydOwMLCAr1799ZKJ5fLtdLpEhx6+vQp3nrrLdy6dQtz5szB5s2bsXnzZsyePRuBgYHo0qWLwXGNMtOCSCqV4sGDB/D09Mw1qv7jjz9i5syZaN68OU6cOJ5CgfMAAP5MSURBVKFZf+PGDbRs2RIqlQrvvvsuNm/eXESlJ2O4ceMGBg8ejAoVKmD58uVo3ry50fIWRRFHjhzBsmXLcO7cOQDqrlO1atWCubk5zp49CwCYO3cu5syZoxWBfvLkCd555x3cu3cPDg4O+PPPP9GkSZMcj5OUlIQHDx4gODgYwcHBuH//Pu7fv48HDx5oZuLLrEOHDvj6669Rr169HMu8a9cuTJ06FREREZBIJPj0008xb948mJuba6VVKpUIDg5G5cqVcebMGRw+fBibN29GUlISevbsid9//z3PFkhE5VVG3cnrM4eIsmPdITIM6w6R/nKrN6Ioalr3ZP79JpfLIZfLs+WTlpaGypUr49dff0XPnj016z/55BPExsbi999/z7csfn5+aNasGVasWKFZN27cOBw4cACmpqaws7NDmzZtMHfuXFSoUCHPvCZOnIiHDx9i9+7dOU5zP2DAANSoUQM//vhjvuXKqswEiB4/fpxvK5KIiAh07doVKpUK+/btg5ubG0RRxMcff6zVymLjxo1o3LhxYRedcvH06VP89ddf6NmzJzw8PPJMe+XKFUyaNAkJCQkA1BW8X79+mDRpEmxtbQ0ug0qlwsmTJ7F+/Xrcvn0bAGBiYqLpPpVBKpVi7ty56Nu3b475REVFYcKECbh9+zYsLCzwxRdfwNTUFI8fP8aTJ0809xnTvuemYsWKcHd3h7u7Ozp27IjWrVvn2xwyOjoa33zzDf7++28AgLu7OxYuXIjGjRtDFEWEhITg7NmzOHv2LK5cuaLVBNLPzw/ff/99jm+QREREREREpZUgCPDw8ICPj4/mdyQAzRAdWb148QJ16tTBoUOH0KxZM836+fPn49y5czhy5Eiex/vvv//QuXNnHDlyRKvBwO7du2Fubg4PDw88evQIX375JSwtLXH48OE8A8F16tTB//3f/6Fly5Y5bj979ixGjRpl0Ji4ZSZApEsLIkA9WNTRo0cxf/58zJ49G3v37sWQIUNgZmaGzp07Y//+/WjQoAHOnj3L6HwxuHfvHrp27YqwsDBYWlpq9dHMav/+/Rg+fDhSUlLQqlUrVK9eHVu2bAEAODo64ptvvsGQIUP0Or5SqcSePXvwzTffIDAwEABgbm6OUaNG4dNPP0XFihXx8OFDBAUFISQkBK1bt4avr2+eecbHx2PgwIFardZyYm9vD09PT9SsWVMz8LSnpydq1KgBa2trvc4jswMHDmDixIl48eIFAKB79+64desWnjx5opXO3d0dXbt2xVtvvYXu3buzmxhRHvhPLpFhWHeIDMO6Q6Q/Y7UgKmiAaPLkyQgICND0PsnNo0eP0KhRI+zduxft2rXLNZ2zszOuXLkCV1fXHLc/e/YMTZo0ybcRQk7KzC/AjCdcKpXm+ab53nvv4ejRo9i2bRumTp2K2bNnAwA+++wzjB8/HnXq1MH169exefNmjBo1qkjKTmp3795Ft27dEBYWBnNzcyQmJuKjjz7CiRMn8MMPP8DKygoAkJCQgO3bt2PixIlQKpV4++238dtvv8Hc3BwffPABJk6ciFu3buHDDz9EYmIixowZk+1YqampuH79uqY1kCAICAoKwrfffov79+8DAKytrfHJJ59g0qRJcHJy0uxbt25d1K1bV+fzsrOzw759+zBhwgTs27cPVapU0QoC1apVCzVr1oSDg0NBLl+uevXqhbZt22LWrFnYuHGjpkWRXC5HmzZt0KBBAwwfPhy1a9cu9dM8EhW1/D5ziChnrDtEhmHdIdJf1nqT0UZG10GqHRwcIJVKsw39ERERofU7MSeJiYnYs2cP5syZk+9xqlatCgcHBzx8+DDfANHdu3dzDRDduXMn33LlpswEiHTVp08fTJgwAffv38cHH3yAR48ewdXVFdOnT4elpSXmz5+PqVOnYv78+ejfvz/s7e2Lu8hlSmRkJFasWIG7d++iY8eOeOedd+Dq6oq7d++iS5cuePHiBXx8fPD333/j559/xuLFi7FlyxZcuHABnp6euHPnDh49eqTJb8SIEVi7dq2mtUvr1q1x6dIlzJ07F99//z0mTZoEKysrDB06VLPPjRs3MGTIEE0gKCt7e3tMnDgR48ePN9rzL5fLsX79eqPkZQg7OzusXbsW7733Hk6cOIGmTZuiXbt2MDMz04zsz+AQERERERGRNlNTUzRs2BAnT57UjEGkUqlw6tSpfBuV/Pnnn0hLS9Oa3j43z549Q1RUFJydnfNM17NnT8ybNw/169eHo6Oj1raIiAgsXLhQa6wkfZSZLmb5TXOf2bBhw/DHH39oljdt2qTpxqRQKNC0aVPcuXMHEydOxPLlywu1/OVFXFwcfvjhB6xYsQLx8fFa23x9fREaGoqwsDD4+Pjg8OHDmhf6qVOnMGLECDx//lxrHycnJ4wePRrz5s3LMbAhiiKmTJmC1atXQyqVYseOHXjnnXewadMmfPrpp0hJSYGtra3mOKIowszMDMOGDcOYMWMK1KWrNOGUqUSGYd0hMgzrDpFhWHeI9Gfsae7HjRuH77//Ho0bN8aaNWuwd+9eXLp0CU5OThg7dixcXFywYMECrf26d+8OFxcXbNy4UWt9QkICvv76a/Tq1QvOzs4ICQnBggULkJCQgLNnz+Y5FmxMTAw6d+6M8PBwvPvuu6hVqxZEUcTdu3exe/duODk54d9//zWosUO5a0EEAEOGDNEEiFq0aKE1To1MJsPy5cvRo0cPrF69GqNGjULt2rWLq6hlwoYNGzBv3jxERkYCABo0aIBevXrhyJEjuHDhAgICAgAgW3AIANq2bYvLly9jy5YtsLS0RO3atVG7du1skdKsBEGAv78/4uPjsWXLFrz33nvo3LkzDh48CADo1q0bNm7cmG8+REREREREVL7169cPr169wpIlSxAeHo569eph165dmq5cT58+hUQi0drn/v37uHDhAvbs2ZMtP6lUitu3b2P79u2IjY1FpUqV0LFjR8yZMyffiYLs7Oxw5MgRfPHFF9izZw9iY2MBALa2tujfvz/mz59vcE+YctmCSKFQoFatWggLC8OpU6dyHGS4T58+OHjwIKZPn47FixcXVvHLvI0bN2Ls2LEAAC8vLyxYsAD9+vXTVJ4XL15g//79ePDgAaZNm2b0gE16ejree+897N27F4C6Ii5atAjTpk3LVoHLI/4bRWQY1h0iw7DuEBmGdYdIf8ZsQVRSiaKIV69eAVBP1CQIAiIiIrB582ZMnTpV7/zK5S9kmUyG48eP48KFC7nOQDVo0CAA0Azom5O4uDioVKpCKWNZ8M8//2D8+PEAgKlTp+Lq1asYMGCAVmDGxcUFH3/8MZYtW1YorXlMTEywZcsWDBw4EN7e3jh8+DBmzJjB4BARERERERGVaoIgoGLFiqhYsaIm2BUWFoYlS5YYlF+5/ZVctWpVNGjQINftXbp0gUQiQWBgIEJDQ7NtP3HiBJydnbFw4cJCLGXpdeXKFQwZMgRKpRLDhg3DkiVLim3adLlcjq1bt+LGjRto06ZNsZSBiIiIiIiIqCQrtwGi/Dg4OKB58+YAgEOHDmXbvmrVKiiVSmzfvr2oi1biPXr0CL1790ZiYiI6deqEtWvXlvqme0RERERERERlGQNEeejWrRuA7N3MoqOjNesePXqkNe16eZOYmIjBgwejadOm8PHxgaenJxo1aoSXL1+iXr162LFjB0xNTYu7mERERERERESUh3I5i5muunXrhgULFuDYsWNITU3VjCa+d+9epKWladKdOnUKVatWLaZS6idjTHJjtehZv359jqOyV69eHX/99RdsbGyMchwiIiIiIiKi8u7zzz/Pc3vGoNWGYIAoDw0bNoSLiwtevHiBM2fOoFOnTgCAbdu2AVB3Q4uMjMTJkycxYsSI4iwqACA5ORmjR49GjRo1sGDBgmxBoISEBPTp0we3bt3Cp59+igkTJsDKysrg46Wnp+Onn34CAMyePRudO3eGubk5zMzMUKtWLbYcIiIiIiIiIjKiGzdu5JvGz8/PoLwZIMqDIAjo2rUrNm3ahH/++QedOnXCs2fPcPLkSQDA4sWLMXbsWJw6daqYS6q2du1a7NixAwAQHx+P7777ThMkSktLw6BBgzRlnT9/PlauXIkZM2Zg9OjRMDc31/t4e/bswZMnT1CxYkXMnj0bZmZmxjsZIiIiIiIiItKyb9++QsubYxDlI+s4RDt27IAoimjVqhUGDRoEExMTPH78GCEhIcVZTCQkJODbb7/VLK9cuRLz588HAKhUKnz00Uf4999/YWFhgcWLF6NGjRqIiIjA9OnT4ePjg4cPH+p1PFEUsWLFCgDA2LFjGRwiIiIiIiIiKsXYgigfnTp1gomJCe7du4cHDx5oZi0bMmQILC0t4evri/Pnz+PUqVOoVq1asZVz1apVePXqFTw9PTFu3Dh89tln+Prrr2Fubo7IyEjs2LEDJiYm+OOPP9ClSxdMnjwZW7ZswVdffYXQ0FCMHz8eBw8e1HlsonPnzuHy5cuQy+UYM2ZMIZ8dEREREREREX3zzTc6pZsxY4beeTNAlA9bW1u0atUKJ0+exIoVK3Dt2jWYmJigf//+AIC2bdvi/PnzOHnyJN5//32tfRMSEmBiYlLorWtiY2Ph7+8PQD1g1dChQ6FQKDBz5kwsXLhQk27Dhg3o0qULAEAmk+HDDz9E27Zt0bhxYxw9ehS//fYbhg0bptMxv//+ewDAsGHD4OTkZNwTIiIiIiIiIqJsli1bBhcXFzg6OmomocpKEASDAkTsYqaDjG5m69atAwB07doVDg4OAIB27doBUM9klvnJefbsGby8vNCyZUukpqYWavl+/PFHREdHw9vbG4MHDwYATJkyRSs49N133+G9997Ltq+np6dmFPQZM2ZkG/E8ODgYs2bNwokTJ7TWZfR7nDRpkpHPhoiIiIiIiIhy0rlzZ0RFRaFKlSqa3+qnTp3SumWMm6wvBoh0kBEgypARhAGAli1bQiaT4cmTJ1rjEC1cuBARERG4desWVq1aVWhli4qKwg8//ABAPfC0VCrVbJs9ezY2b96MLVu25BnI+eyzz1C3bl28evUKM2fO1Kzft28fWrRoAX9/f3Tp0gWdO3fGyZMnsXLlSoiiiO7du6N27dqFdm5ERERERERE9MYff/yBK1euoEmTJliwYAHq1KmDBQsW4P79+wXOmwEiHdSpUwfu7u4AACsrK7zzzjuabRnjEAHQzBB248YNbN68WZNm6dKl2VrmGIu/vz/i4uJQr1499OvXT2ubIAgYPHgwBg0alGceMpkMa9euhSAI2LJlC44cOYL58+ejf//+iIuLg5eXF0xNTXHq1Cm89dZbWLt2LQDg008/LZRzIiIiIiIiIqKcubi44LPPPkNAQAD+7//+D69evUKnTp3QtWtXJCcnG5wvA0Q6EAQBPXr0AAD07t0bFhYWWtvbtm0LAJpmXLNnz4YoiujXrx8aNGiA2NhYLF682OjlOn36tKZ10oIFCyCRGP50Nm/eHGPHjgUA9OrVC8uWLQMATJgwAf/99x/u3LmDsWPHwtTUFKIoon79+ujQoUPBT4KIiIiIiIiIDNK4cWO0adMGtWrVws2bN6FQKAzOiwEiHS1YsADz5s3LccTwzOMQHT58GP/++y9kMhmWLFmiSb9u3TrcvXvXKGW5ePEiunfvjk6dOiExMRHNmjXTatVkqC+//BKurq5IT0+Hubk5Nm3aBH9/f5iamsLNzQ0//vgj7ty5g2+++Qbbt2/XecYzIiIiIiIiIjKeS5cu4dNPP4WXlxd+/vlnDB48GHfu3IGNjY3BeXIWMx05ODhg3rx5OW7LGIcoNDQUn3zyCQBg3LhxqF69OqpXr44ePXrg4MGDmD17Nvbs2WNwGWJiYjBy5EgcPHgQgLpr2AcffID58+cbJVhjY2ODnTt3Yv369Rg/fjzq16+fLY2bmxsmT55c4GMRERERERERkX5++OEHbNu2DZGRkXj33Xdx8OBB+Pj4GCVvBoiMwMLCAs2aNcPZs2cRGhoKOzs7zJ49W7N92bJlOHToEPbv348TJ06gffv2AIDU1FRIJBLIZDKdjrNs2TIcPHgQUqkUw4cPx5w5c1C1alWjnkvTpk3RtGlTo+ZJRERERERERAW3aNEiVKlSBX369IEgCNi2bVuO6QwZ5oYBIiNp27Ytzp49CwCYM2cOKlSooNnm7e2N0aNHY82aNRg0aBCsra0RGRmJxMRE2Nvb4+zZs/D09Mwzf1EUsXv3bgDAL7/8ojWTGhERERERERGVfX5+fhAEAUFBQbmmMbSHEQNERtKtWzcsXboU1atX13Qzy2zu3LnYvn07oqOjER0drVkfHR2NadOmYe/evXnm/99//+Hx48ewsLBAr169jF18IiIiIiIiIirh9u/fX2h5M0BkJC1btsShQ4dQs2ZNyOXybNsrVqyIixcvIigoCA4ODrC3t0dsbCzatGmDgwcP4tChQ+jatWuu+e/atQsA0LNnz2yzqBERERERERERFQQDREaU37TvVatWzTZm0IQJE7BixQpMnToVHTp0gKmpabb9RFHUBIgGDBhgtPISERERERERUekxfPjwHNfb2NigRo0aGDFiBBwdHQ3Km9PcF7PPP/8cTk5OuHfvHlavXp1jmoCAADx58gSWlpbo1q1bEZeQiIiIiIiIiEoCGxubHG+xsbHYvHkzfH19cfv2bYPyZguiYmZra4uvvvoKo0ePxldffYUhQ4bA2dlZK03m7mXm5ubFUUwiIiIiIiIiKmarVq3KdZtKpcKnn36KL774Atu3b9c7b7YgKgFGjBiBJk2aIC4uDvPnz9faplKpNLOXsXsZEREREREREeVEIpFg9OjRuH79umH7G7k8ZACJRILvv/8eALBp0yatUckvXbqE0NBQWFlZ5TmINRERERERERGVb5aWlkhKSjJoXwaISogWLVpg5MiREEUR7777Ln755RcA0LQeevvtt9m9jIiIiIiIiKgYrF+/HvXr10elSpXQuXNn/Pfff7mm/f3332Fvb691q1SpklYaURSxZMkSeHt7w8XFBX369MGDBw8KXM7jx4/D09PToH05BlEJsmrVKiiVSmzZsgVjxoxBaGgou5cRERERERERFaM9e/Zg7ty58Pf3R5MmTbB27Vr0798fAQEBqFixYo77WFtbIyAgQLMsCILW9h9++AHr1q3DmjVr4O7ujiVLlqB///64cOECzMzMci3LwYMHc1wfFxeH69evY8uWLfjhhx8MOMsyFCBSKpVa96WRRCLBunXrULlyZXz99df46quvAKhfWJ06dSrV50YlU1moN0TFgXWHyDCsO0SGYd0h0l9u9UYURQDqgErmoI1cLodcLs8xr9WrV2PEiBEYOnQoAMDf3x+HDx/G1q1bMWXKlBz3EQQh2wRUmcuwdu1aTJs2DT169AAArFmzBl5eXjhw4AD69++f63kNGzYsx/VWVlaoWbMmfvjhhzz3z0uZCRA9fPgQABAcHFzMJSm4IUOGwMTEBEuXLoVKpUKbNm3w+PHj4i4WlWFlod4QFQfWHSLDsO4QGYZ1h0h/WeuNIAjw8PCAj48PEhISNOtnzpyJWbNmZds/LS0N165d0woESSQStGvXTquFUFaJiYmoV68eVCoVGjRogHnz5qF27doAgMePH+Ply5do3769Jr2trS2aNGmCgICAPAM8UVFR+Z6zocpMgKh69ep48OABPD09IZVKi7s4BTZ37lw0btwY69evx5dffgkvL6/iLhKVQUqlEsHBwWWm3hAVFdYdIsOw7hAZhnWHSH+51RtRFJGWlobAwMBsLYhyEhkZCaVSma0rWcWKFXH//v0c9/H09MRPP/2EunXrIi4uDitXrkTXrl1x/vx5uLq64uXLl5o8MnNyckJ4eHie53Xq1CnMmDEDhw8fho2Njda22NhYdOvWDcuXL4efn1+e+eSkzASIMp5wqVRaZt4033nnHbzzzjvFXQwqB8pSvSEqSqw7RIZh3SEyDOsOkf6y1puMLmY2NjbZxgUylmbNmqFZs2Zay82bN8emTZvw+eefFyjvNWvWYMSIEdmCQ4C6FdLIkSOxevVqgwJEnMWMiIiIiIiIiCgHDg4OkEqliIiI0FofEREBJycnnfKQyWSoX7++ZmicjLGJsuYZHh6eb56BgYHo1KlTrts7dOiAa9eu6VSurAwOEJ09exaDBw9G7dq1YW9vjwMHDmht12XKtujoaHz88cdwd3eHh4cHJk6cqNUHkP6fvbsOiyr9Ajj+naFBpBSxRVHsQFHsXHPt7lh1XV1z117jt2G3u3Z3rauuvXZ3F4KADSgonTP398cssyJgIAjC+TzPPFN37n3vwDtz59zznlcIIYQQQgghhBBpxdjYmEKFCjFmzBh9/OPvv//mxIkTuLq6Au+Pf2g0Gm7evMnNmzfJly8fNWvWxNTUlIMHD+qXCQ4O5vLly/p1JuXFixcYGRkl+byhoSEBAQHJ2tdkB4jCw8MpWbIk06dPT/T5uCnbZs2axT///IO5uTmtW7cmMjJSv0yfPn24d+8e27dvZ9OmTZw5c4YhQ4Ykt0lCCCGEEEIIIYQQKapx48Y8ffqUZs2aAbBy5UrCwsL0s5rVqlWLuXPn6uMfz549o3Hjxri7u3P9+nX69u2Lj48PgD7+YW5uztSpU9m7dy+3b9/mu+++w8HBgSZNmryzLTlz5uTu3btJPn/79u0kZ097n2TXIPrqq6/46quvEn3uQ6Zsc3d35/Dhwxw5coRy5coBMHXqVNq1a8cvv/xCzpw5k9s0IYQQQgghhBBCiBQxYcIEcubMyfz58wF49OgR27Ztw97eHkVRuHv3LiVKlNDHP6pXr86KFSuoWrUqdnZ2FCpUCK1Wy+LFi/Xxj0WLFtGuXTsGDRpEaGgobm5ubNu2DVNT03e25auvvuK3336jbt26CZaNiIhg8uTJNGjQIFn7mSpFqj9kyraLFy9iZWWlf3NAF3VTq9VcvnyZr7/+OtF1R0VFERUVpb+v0WiIiYlBpVJhYGCARqNJjV0SIkPSaDTSb4RIBuk7QiSP9B0hkkf6jhAfL6l+o9FoiIqKIigoCLX6v0FVJiYmSc5kBtC3b1/69u2LjY0N//vf/6hQoQKgi3/ExMQwb948/bIzZ87k3r17lCpViilTprBu3Tru3LkTL/5Ru3ZtDAwMmDNnTpLxj8T8+OOP7N69mwoVKtCnTx8KFy4MwP3791m2bBlarZYffvjhg9f3plQJEH3IlG1+fn4Jnjc0NMTGxkb/+sTMnj2bqVOn6u/nyJGD8+fPoygKefPmJTY2ltjY2JTaFSEyPOk3QiSP9B0hkkf6jhDJI31HiI+XVL8xMTHh66+/5tatW/rHRo4cyahRoz56G6kZ/0iMvb09+/fv54cffuDnn3/Wz8qmUqmoU6cOM2bM+ODi2W/74qa5Hzp0KP3799fffzMa+OjRIwoUKCBTPwrxgTQaDT4+PtJvhPhI0neESB7pO0Ikj/QdIT5eUv1Gq9Wi0Wj4+++/E2QQfSny5cvH1q1bef36NV5eXiiKQqFChbC2tv6k9aZKgOjNKdscHBz0j/v7+1OqVCn9Mm9P6RYbG8urV6/eWVDp7bQvrVZLSEgIRkZGaLVajIyM5ENTiA+kVqul3wiRDNJ3hEge6TtCJI/0HSE+XlL9Ji5AlDVr1ngBouRKzfjH+1hbW+Pi4pLs17/t09+NROTPn58cOXJw/Phx/WNvT9nm6upKUFAQ165d0y9z4sQJtFot5cuXT41mCSGEEEIIIYQQQqSYjBT/SHYGUWhoKN7e3vr7Dx8+5ObNm1hbW5M3b1769evHjBkzKFiwIPnz52fSpEnxpmxzdnambt26DB48mFmzZhETE8OIESNo1aqVzGAmhBBCCCGEEEKIdCGzxD+SHSC6du0aTZs21d8fO3YsAB07dmTBggUMHjyY8PBwhg4dSlBQUKJTti1dupThw4fTokULVCoVzZo1Y8qUKZ+wO0IIIYQQQgghhBApJ7PEP1RKXMnrL9SbNYg8PDxwdnaWcblCfCCNRoO7u7v0GyE+kvQdIZJH+o4QySN9R4iPl1S/0Wq1REZGYmlpmSI1iDISeTeEEEIIIYQQQgghMjkJEAkhhBBCCCGEEEJkchIgEkIIIYQQQgghhMjkJEAkhBBCCCGEEEIIkclJgEgIIYQQQgghhBAik5MAkRBCCCGEEEIIIUQmJwEiIYQQQgghhBBCiExOAkRCCCGEEEIIIYQQmZwEiIQQQgghhBBCCCEyOQkQCSGEEEIIIYQQQmRyEiASQgghRKZx/vx5ypYty5AhQ9K6KUIIIYQQ6YoEiIQQQgiR4SmKwpIlS6hTpw537txhxYoVaDSatG6WEEIIIUS6YZjWDUgxkZGY3b2LKjwcDAzSujVCfBFUGg1mDx9KvxHiI0nfST8CAwK4ffs2bm5uGBkbJ7pMVGQk06ZNY/eePZSMezAykud79pAnb97P1lYhfUeI5JK+I74Yzs5gbp7WrRDJpFIURUnrRnwKrVZLSEgIxvfvY1axYlo3RwghhBBCCCGEyJRizp+HcuXSuhkAaDQa3N3dcXZ2xuCNwKpWqyUyMhJLS0vUahlU9aYMk0GkFCrE/Y0byZ8/P2qJqgvxQbQaDQ8fPpR+I8RHkr7z+QUHBeHj44OPjw8nTpzg5KlT+ucM1Go0Wi0lS5Rg9uzZZLWyAuD8uXOMGzeOoOBgbKyt+eWXX3CtWJFxP/3EwX/+YUD//nTr3j2tdilTkr4jRPJI3xFfDGfntG6B+AQZJkCEqSkRxYqhODtL2qUQH0jRaIgwN5d+I8RHkr7zeURFRTF27Fg2bdqEv79/vOdUKhVff/01w4YNw8TEhK+//pqrt29z7Ycf2LNnDytXrmTixIkoikL58uVZsnkz+fLlA8CsalWu/vMPx4KD6ZZOznJmFtJ3hEge6TtCiM8h4wSIhBBCCJFhPHnyhPbt23Px4kX9Y3nz5qVo0aKUKlWKnj174vzGWcpDhw7RqFEjbt68SdGiRQkPDwegV69ezJkzB1NTU/2yxYoVA+Du3bufaW+EEEIIIdI/CRAJITK12NhYNmzYwKZNm+jQoQPdunVL6yYJkekdO3aMzp078+LFC2xsbFi8eDH16tUjS5YsSb6mZMmSHDlyhEaNGvHo0SOMjY2ZN28evXr1SrBsXIDo3r17aLVaqT8ghBBCCIEEiIQQmVRcYGjy5Mk8ePAA0GUgnDp1irlz52JmZpbGLRQic1EUhbt377Jx40ZmzJiBRqOhTJkybNmyBUdHxw9aR+HChTl27BiLFy+mVatWlEti+FihQoUwMjIiLCyMx48fkz9//pTcFSGEEEKIL5KcMhNCZDoXLlygVKlS9O7dmwcPHpAtWza6dOmCWq1m1apV1KxZEy8vr7RuphCZwuXLlxk+fDjFixenbNmyTJ06FY1GQ+fOnTl+/PgHB4fi5MmTh19++SXJ4BCAkZERhQsXBmSYmRBCCCFEHAkQCSEylYcPH9KiRQsePHhA9uzZmTx5Mvfv32fFihXs2bOHbNmyce3aNdzc3Ni7d29aN1eIDG3VqlVUqVKFuXPn8uDBA4yNjWnYsCFr1qxhxYoVmJubp9q2pQ6REEIIIUR8EiASQmQaoaGhtGrVipcvX1KuXDnu3bvHDz/8oK9rUrduXc6fP0+lSpV4/fo1LVq0YMKECWg0mjRuuRAZz+LFi+nbty+KovD111+zefNmfH192bVrFx06dEClUqXq9t+sQySEEEIIISRAJITIJLRaLb169eLmzZvkyJGDbdu2YWlpmWC5vHnzcvjwYfr37w/A5MmTadq0KS9fvvzcTRbio2m1Wh4+fMihQ4dYuHAh48eP5+HDh6m2PUVRiImJ+ejXzZ07l4EDBwIwcOBA/vzzT1q2bPnOItQprWjRooBkEAkhRHqlKApXrlwhNDQ0rZsiRKYhRaqFEBmKn58fP/zwA1euXKF69eo0adKEunXrMnPmTHbs2IGxsTFbt24lb968Sa7D2NiYOXPmULFiRfr378+hQ4eoVKkSW7ZsoXz58p9xb4RI2vPnzzl48CD379/Hw8MDDw8PPD09iYqKirfcgQMHOHXqFEZGRgnWcfXqVczMzPTBkvdRFIUHDx5w4sQJTpw4wcmTJ/Hz82PWrFn07dv3va+PiYlhxowZTJgwAYDhw4fz66+/pnq2UGLeHGKmKEqatEEIIUTijhw5wrhx47h48SKlS5fm5MmTMoGIEJ+BBIiEEBnGn3/+yffff09AQAAAnp6erFy5ElNTUyIjIwH4448/cHNz+6D1derUidKlS9O+fXs8PDzo2LEj7u7u8kNSpCl/f39mzJjBokWL9P/XbzIyMqJQoUI4OTlx+vRprl69yrRp0xg7dmy85TZs2ECPHj0AKFKkCC1atKBly5aULVsW0AWDFEXBy8uLkydP6oNCz549S7DN77//nqdPnzJx4sQE/UNRFM6fP8/GjRvZtm0bL168AGDcuHH89NNPadafihQpglqtJigoiOfPn5MrV640aYcQIn07cuQIkydPpmTJknTo0IGKFSvG+9zy9/fn7NmzFClSRB94Fsl34cIFxo0bx9GjR/WP3bhxg+HDh/P777+nYcuEyBxUiqIoad2IT6HVagkJCcHIyAgPDw+cnZ0xMDBI62YJ8UXQaDS4u7t/8f0mMDCQIUOGsGnTJgBKly7NiBEjOHfuHLt378bHxweAQYMGMWPGjI9e/+vXr8mVKxexsbE8ePDgndlHInNIi74TGBjI7Nmz+f333wkLCwPAxcWFSpUqUbhwYf0lX758GBrqzv9s3LiR7t27Y2RkxJkzZyhTpgwA586d46uvviIqKgqVSsXHHAoYGRlRsWJFqlevTo0aNTh9+jS//fYbAN27d2fBggUYGRlx7949Nm7cyObNm+PNCmhvb8/o0aMZMGBASr01yVaiRAk8PDzYt28fdevWTevmZAoZ5XtHJKTVatm8eTMODg7Url07rZvzySIiIhg3bhzz5s2L93jBggVp06YNoaGhHDt2jDt37gBgZWXFtWvXyJ07d6q0JzP0nU2bNtGtWzdAl83dt29fXF1d6dGjB4qisH79etq2bZuqbYiJiWH58uXcunULPz8//Pz8CAgIoE6dOkyePPmzDoUWny6pfqPVaomMjMTS0hK1+sutunPq1CnKly+fotl1kkEkhPgiPXnyhL1797Jnzx6OHDlCVFQUBgYGjBgxgrFjx2JsbEy7du2YOXMmt2/f5uHDhzRq1ChZ27K2tqZ48eLcuHGDy5cvS4AoAwoJCcHMzEwfWEkvFEXh4sWLLFmyhC1btugzhsqXL8/EiROpX7/+OzNwOnTowPbt29m5cye9e/fmzJkzPHv2jDZt2hAVFUWzZs1YunQpBw4cYMeOHRw4cEAffIpjYmJCxYoVqVGjBjVq1KBSpUrxZherV68eefPmZcCAAaxevZoHDx4QFhbG1atX9ctYWFjQvHlzOnbsSN26ddPN+1ysWDE8PDy4e/euBIiE+AQRERH07t2brVu3AtC+fXtmzZpF9uzZ07hlyXPt2jW6d++ur1HWo0cPIiMj2bVrF15eXkybNi3e8lmyZCEoKIghQ4bo34PUEhsby7Jly5gyZQpubm5s2LAhQ2Q2v3z5kqFDhwLQpk0bJk+eTP78+QG4c+cOU6dOpV+/fri4uFCoUKEk16PRaNBoNBgbGyerHWPHjmXOnDkJHvfw8ODYsWNs2LCBUqVK6R8PCAhg9erVvHr1iubNm1O+fPkM8fd4k0aj4c8//2T27Nk8ffoUGxsb7OzssLW11V+/edvNzQ0HB4e0bnam0KpVK06ePImzs3OKrVMyiITIxL6ks1GKonD16lV2797Nnj174v34BF0mwJIlS3B1dU2V7X/77besXLmSUaNG8fPPP6fKNsTnpdVqOXjwIIsXL2bfvn3Url2bPXv2fNCZpNTuO6GhoWzatIklS5Zw7do1/eNlypRh3LhxNG3a9IMPQP38/ChbtiwBAQEMGzaMgwcPcuvWLcqUKcPRo0fjnQ2Njo4mJCREf1+lUpElS5YPOtDeu3cvnTp1Ijw8HABDQ0Pq169Phw4daNq0KRYWFh+495/PuHHjmDp1Kn369OGPP/5I6+ZkCl/S947Q/b3e93fy8/OjTZs2nD9/HkNDQ7RaLVqtFjs7O6ZPn07nzp3T1Q9mT09Pdu/ezevXrwkKCkpwCQ4O5vHjx8TGxpIjRw6WLFmiP8EUFhbG33//zZ49e7C1taVmzZrUqFGD58+fU6lSJWJjY9m8eTMtW7ZM8XZrNBrWrVvHvHnzuHnzpv7xJUuW6IcLp6UrV64wePBgjIyM2Lt3L6amph/1+j59+rB69WpKlizJ+fPn49XNi42NpV69epw5cwYXFxeOHz+OiYmJ/vng4GAOHjzInj172LdvH1qtlkWLFtGqVauPasPZs2epVasWiqIwaNAgnJycsLe3R6PRMHz4cJ49e4apqSlz586lSpUqzJ8/n7Vr1xIREaFfh5OTE23btqVz584UKVLko7af3sTGxrJx40amTp3K/fv3P/h1f/75J02bNk3Fln24jJJBVLNmzUQfv3nzJkWKFNH3h+PHj3/ytiRAJEQmll4O1JM6AI2IiODIkSPs2bOHvXv3xqt9olKpcHNzo0mTJjRp0oTixYun6gHokiVL+P7776lfvz67d+9Ote2I1KPRaHj48CH379/nypUrrF69Gm9v73jLzJkzRz+D3fvWlRp95+bNmyxdupT169frAzUmJia0bduWvn37UqlSpWT9n2/ZsoUuXbro7zs4OHD69OkUz4a7fPky8+bNo3LlyrRp04Zs2bKl6PpTWlwdpmrVqnHkyJG0bk6m8Kl9Z9++fUyfPp3u3bvTrVu3dBV4yEjOnDnDlClTOHz4MNOnT0/yc/HWrVu0bNmShw8fYmNjw9atW7GwsKBv3776IEazZs3YtGlTimUO3rp1i6xZs5I3b94Ef//g4GCuX79O7ty5KViwYILX7tu3j06dOiXIlExM06ZNWbRo0QdnQY0fP54pU6bg4ODAjRs3sLa2/qDXJUVRFJ48ecLdu3e5c+cOx48fZ8+ePQDY2NhQs2ZNduzYgbW1NTdu3EiVjI3AwECsrKze2Vejo6OZNGkSU6dORaPRAHx0kOzkyZP6LM7jx49TuXLlBMs8fvwYV1dXAgMDKVGiBJaWlkRHRxMVFcX9+/cTnVHz+++/Z/LkyfGCSUmJiIjA1dWV+/fv07VrV5YvXx7v+RcvXtCzZ08OHjyY4LXlypWjUKFC7N27V3+SxMDAgCtXrqSLulQBAQGMHTuWzZs3Y2Fhgb29PTly5CB79uzkyJFDf9/W1pZnz55x79497t27x82bN/Hz8wN0/3MDBw6kcePGvH79moCAAF69ekVAQACBgYHxrufNm0e5cuXSeK91MkqAKHv27NSsWTPeiXBFUZg+fTo9e/bUf06NHDnyk7clASIhMrG0DhCFh4czduxYlixZQtasWSlWrBhFixYlf/78nDt3jiNHjsQ7K5MlSxbq1avH119/TcOGDbG3t/9sbb106RJVqlQhW7ZsPH36VH6UfCE0Gg2rV69mwYIFuLu7J5jhy9ramq5du2JpacmkSZPIkiULV69e1ae1v2u9Kdl3bty4wbBhwzhx4oT+MScnJ/r27UvXrl2xs7P7pPUrikKHDh3466+/MDU15fDhw6mWbfcluXr1KpUqVcLW1pbnz59Lv/4MPqXv7N69m/bt2+t/CDZu3JiFCxeSM2fO1GhqhqYoCosXL+bYsWM4Ojrqv39fv37NtGnT4n0WAaxdu5b27dvHe+zAgQN06tSJkJAQnJyc2LFjhz5jIiYmhlmzZvHrr78SFRXF6NGj+d///vfJ7Z43bx4//vgjALa2tpQrV47SpUvz8uVLLl68iLu7O4qioFar+e6775g4cSJWVlYALF26lEGDBqHRaHB1daV8+fJYWVnpL1mzZsXa2horKyuyZ89OwYIFP+ozITIykvLly+Ph4UHv3r1ZsGBBsvfzxIkTdO7cWf/jPI5araZPnz76/apWrRpXrlyhdevWbNy4MdnbS8zy5csZMGAAefPmpXfv3vTs2TPecVdsbCwXLlxg4MCB+mBgnjx5ePLkCS1btmTz5s0ftJ3o6GgqVKjAvXv33vu+7d27lxYtWiT6XOHChfn6669p3Lgx+/btY9asWQBUqFCB9evX4+jo+M52jB49mpkzZ5IzZ06uXbuGjY1NgmW0Wq1+Jk6tVkuTJk0YMmQI1atXR6VSERoayu7du/nll1/w8PBg+vTpDB48+IPeh9Sg1WpZs2YNo0eP1k/g8rGyZ8/OkCFD6NevH5aWlincwtSXUQJE586do3///rRt25aRI0fq25w9e3ZOnjz5wbPRfggJEAmRiaVlgOjixYv06NEDDw+Pdy6XL18+fZZQzZo1P+gsUGqIiorC1taWmJgYPDw83htAEKkn7mvrfQfuJ06c4IcffuD69ev6x4yNjXFycqJIkSI0btyYdu3aYW5ujlarpW7dupw+fZoGDRqwa9eud64/pfpOREQEv/32G7NmzSI2NhZDQ0OaN29O3759qVWrVooGLAIDA5k8eTJNmjShVq1aKbbeL1l4eDg2Njb6M/WfM+icWSW37+zdu5e2bdsSExNDpUqVuHr1KtHR0dja2jJv3jzatWuXiq3OWEJCQujduzd//fVXkssYGRnRrVs3FEVhxYoVGBkZsWvXLn2Wx8KFCxk6dCharZYaNWqwZcsWbG1tE6xn69at+iFm+/bto06dOslu9549e2jVqhWKomBgYKDPVnlbzpw5ef78OQA5cuRg8uTJ3LlzRz9JRbdu3ViwYEGya9S8y5uZMIcOHaJGjRofvY6QkBDKli3L48ePMTQ0xMnJieLFi1O0aFFcXFxo0qSJvu9cvXqVKlWq6GvEpNSwnl27dtGuXTu0Wq3+MSMjI1q1aoWlpSVXr17l1q1b+pMu2bJlY968eRQuXBhXV1dMTEx48uSJPjj3LpMnT2bChAnY29tz8+bNRAMzbzp//jyPHz/G2NgYY2NjjIyMyJs3b4LhXHv27OGbb74hMDAQa2trjhw5QsmSJRNd58WLF6levTparfaD3kcPDw8MDQ2TDDpNnz6dsWPH0qJFC7Zs2fLOdaUGjUbDiRMnmDhxImfPngV0pRhmzpyJnZ0d/v7++Pn58eLFC/z8/PD398ff35+XL1/i4OBA0aJFcXZ2pmjRopQtWzZFCyB/bhklQAQQFBTEsGHDePToEUuWLMHR0VECRImRAJEQyZcWAaKYmBgmTZrElClT0Gg05MqVi4ULF+Lg4KBPafXy8qJYsWI0adKE0qVLp5uz+hUrVuTatWts2rTpo8e1i5Th6elJt27duH//Pi1atKB9+/bUrl1bP3TB39+fy5cvs3LlSnbs2AHoZpYZO3YszZo1I3/+/En+r7u7u1OhQgWioqJYuXIlnTt3TrIdKdF3jhw5woABA3jw4AEALVq0YObMmVIE/TMrWrQoXl5e/PPPP0mO8RcpJzl9Z//+/bRp04bo6Ghat27N2rVruXfvHr169dLX6GrTpg3z5s1L98Ma05q7uztt27bl3r17GBkZMWTIEEJDQ/Xfv2FhYXTv3p2hQ4eSJ08etFotXbp0Ydu2bWTJkoWDBw+yYcMG/XTjHxJs6d+/P8uWLcPBwYGLFy+SI0eOj273jRs3qFWrFqGhoXzzzTfMmTOH27dvc+3aNf1wLldXVypUqECOHDk4fPgwgwYNSnASavz48YwdOzZVjysGDBjA0qVLyZo1K2XKlMHR0RFHR0cKFChAwYIFcXR0JEeOHEm2YfDgwSxcuBBHR0cuXbqkz9pIqu+MGTOGGTNmkDt3bq5fv07WrFk/qf1nz56lQYMGREZG0qNHD6pXr87ixYu5cOFCgmWzZs1KkyZNmD59Ovb29iiKQtmyZbl79y7Lli3Tz0iWFE9PT1xcXIiMjGTVqlV06tTpk9r+tkePHtGhQwcuXbpE6dKlOXPmTIL/1aioKCpWrMjdu3fp2LEjq1ev/uTtnj17lpo1a5I9e3aePHnyWY5jtVot586dY+vWrfz555/4+voCukkixo8fz/fffx+vrlNmkZECRHHWr1/PL7/8wqhRoxgxYgQnTpyQANGbJEAk0otXr16hVqs/6GxJevG5A0T37t2jZ8+eXL58GdDNcjJv3rz3ni1KL7777juWL1/OiBEj+PXXX9O6OelCbGwsoaGhn1xr4UNs27aNb7/9Nl4RZdBNm16hQgVu3brFo0eP9I/HpeJPmDDhg380TpkyhfHjx2NnZ8f169eTzCh5X98JDAxkx44d1K1bN0G2WUBAACNGjGDt2rUA5M6dmzlz5tC8efMPaqNIWS1atGDv3r3MmzePfv36pXVzMryP+d5RFIUtW7bQu3dvoqKiaNmyJevWrdP/yImJiWHy5MlMnjwZjUZDjhw5WLhwIV9//fXn2JV0b82aNdy9e1efaREbG8v8+fMJDg4mV65cbN68mUqVKsV7jaIoCX7Mxs14ePToUdRqtT6r5Ndff2X48OHv/fEbHh5OlSpVuHPnDvXr12fXrl2o1WrCwsL4559/eP78OT169EgyS8HPz4+qVavy6NEjateuze7duz/oh25UVBRz5sxh0qRJxMTEsHjxYrp27fre132qoKAgqlat+s6ivmZmZpQsWZI5c+bEG+575swZateujaIo7Nu3L97sikn1nYiICFxcXHjw4AE9e/ZkwYIFyT6mu3fvHrVq1SIwMJDGjRuzbds2/QmYq1evsnHjRoyNjSlbtixly5alYMGCCX5cx2UE1atXj7179ya5rTt37tCsWTMePXpE3bp12bt3b6oEUvz8/ChXrhwvX75k5MiR/PLLL/rntFotffr0Ye3ateTIkYNr16598pBu0P3vZcuWjaioKG7dupXqxapDQ0Np2bJlvALFNjY2tGrVijFjxmTqE08ZMUAE8ODBA/r27cvVq1c5c+aMBIjeJAEikR6cOHGCVq1aER0dTe/evRk2bBh58uRJ62a91/sO1BVF4eTJkzg5OZErV64Ezz969IhvvvmGqKgohg4dSvPmzRP9kNVqtfzxxx+MHTuWyMhIbGxsmD9//hc3JGDZsmX079//vQc9mcWzZ89o1KgRDx48YNmyZXTo0CFZ6/Hx8SFXrlxJnoGOjIxk5MiRLFy4EICqVasyfPhw9u7dy59//plgXL2zszOVKlViyJAhSaaTJyUmJobKlStz48YNmjZtyoYNGxId1hgaGsqlS5eoXr16gr7z+vVr6taty82bNzEwMKB169YMHToUFxcXNm7cyI8//sjLly9RqVT069ePX3755ZPP+Irki6s70b9//0SnNhYp60MDRN7e3gwZMoR9+/YB0Lx5czZs2JBoYODy5cv06tVLPyV5t27d+OGHH8idOzeWlpbpJgv1c/rrr78S1AyKU61aNTZs2PBRRY2Dg4OpW7cu169fx9TUlJUrV9K6desPfv3t27epUqUKERERdOvWjYCAAA4fPkxkZCSgm6Fx06ZNCaYvDw0NpVGjRpw/f57ChQtz6tSpjz6p9OLFCyIiIsiXL99Hve5TREZGcv36dby8vPDx8cHb21t/efLkiT7IZmxszO+//06PHj2IjIzE1dUVd3d3evTowZIlS+Kt81195+jRozRo0ACASpUqsWDBgnhTsX8IDw8PGjVqxKNHj6hYsSIHDhxI1uyTXl5eFC1aFLVajY+PT6L/Z8ePH6dNmzYEBQXh5OTE/v37U/Xvs337djp06IBarebYsWO4ubmhKAoDBw5kyZIlGBgYsH37dv1sdSmhbt26nDx5ksWLF9OzZ88UW+/bIiIiaN68OceOHcPc3JyWLVvStm1b6tWrlyrDKL80GTVABP/FQbJmzZqi33MSIBLiE/3999906tQpXvFbY2NjunfvzvDhwylQoECqbPfJkyf873//w8PDA41Go59W1tXVlWnTpn3Q9KLvO1BfuHAhgwcPxtLSkhkzZtCjRw/9B9Dp06dp3749/v7++uWLFSvGyJEjadu2La9fv+b58+c8e/aMOXPm6GcIql+/PosXLyZ37twp9E58PleuXMHNzS1ZBW0vXrzIunXrqFKlCo0aNfriAwIPHz6kYcOG+uFRADNnzmTgwIHxlvPw8ODQoUM0b948QZAxNDSU4cOHs3z5cooVK8b27dsT/Dh48OABnTp14urVqwAMHz6c//3vf/ozmjExMRw+fBgPDw9KlSqFi4vLJ7+3V65coWrVqvpCphs2bIiXBfTXX38xePBg/P39GT9+PKNGjdIfXISFhdG4cWPOnj2LmZlZvCLrBQoUwMfHB4DixYuzaNEi3NzcPqmt4tOtWbOG3r17U7t2bQ4cOJDWzcnw3ve9ExMTw+zZs/ntt9+IiIjAyMiIH3/8kbFjx77zx05kZCQTJ05k9uzZvHloa2FhQc6cORNcvvrqq4/+Af2lePXqFWXKlMHX15dGjRrh6OhITEwM0dHRFC1alEGDBiVrqIm/vz+LFi2iadOmyZqhaMWKFQmy9BwdHQkJCeHly5dYWVmxdOlSWrRoQXBwMAsXLmTu3Lm8fPkSGxsbTp06ReHChT96u+lNdHQ0Pj4+jBkzhl27dgHQr18/smTJwowZM3BwcOD69esJAmHv6zsrV67kxx9/JCQkBENDQ4YNG8bYsWPfWz8mICCASZMmsWjRImJiYihcuDDHjx//pOGa1atX5/z588yaNYvvv/8+3nMbN26kd+/e+hMy27dvT5Gsnffp2bMn69evx8nJiYsXLzJhwgTmzZuHSqVi1apVdOzYMUW3N27cOKZOnUq3bt1YtmxZiq47TlRUFG3atOHAgQNYWlqyf/9+mYDiLRk5QJRaJEAkvnjh4eFMnz4dBwcHevfunSp/f0VRuH37NjY2NvECG+vWraNPnz5oNBq+/vpr+vTpw4wZMzh58iSgOzA9duwYZcqUSbG2aLVali5dypgxYxIMtYnTpk0b1q1b994PvHcdbHh5eVG+fPl4U8HGzRizb98+Bg4cSExMDKVLl6Zhw4YsXryYoKAgQFc8+O2PFjMzM6ZOncq33377xZ7NjYqKws7OjujoaNzd3d87Iwbo/neWLFnCsGHD9DPvGBsbU7duXb7++musrKyIjo4mJiYGRVFo0KDBBwfPtFqtvljn5/TgwQMaNGjAo0ePcHR0pFatWqxcuRKAESNG6GfvmDx5Mhs3bkSr1WJqasp3333H8OHDyZYtG+fPn6dnz554enrq12tra8vGjRupXbs2AH/++SfffvstwcHB2NnZsXLlSho2bPhZ9nHfvn306NGDV69eYWNjw6pVqyhdujSDBw/WH9DHady4MStXrsTCwoLWrVtz4MABrK2tOXz4MBqNhjlz5rBlyxZiY2MxMTFhzJgx/PDDD3JmL52Im6HQ3t6ehw8fyjFEKnvX987p06cZMGAAd+7cAaBmzZrMnz//o1LnT58+zciRI7l37x7BwcFJLmdoaMjZs2dT9Ps5vfj2229ZuXIlRYoU4dKlSx90wuhzUBSF0aNHc/bsWerXr0+zZs0oWbIkT58+pXPnzvpius2aNePEiRO8fv0agIIFC7JixQqqVKmShq1PeVqtlkmTJvHzzz/HezypOocfkn339OlThgwZws6dOwHIlSsXzZo100/0Efe/EBMTw+PHj9mxYwdTpkzRv9cNGzbk999//+Rsnj/++IOhQ4dSqVIl/TGxoihMmzaNcePGAdCqVStWrlz52Qogv379GhcXF548eUKRIkX0QwCXLFlCjx49Unx7Bw4coGnTphQqVEif3ZiSYmJi6NSpEzt37sTc3Jw9e/ZQtWrVFN/Oly6zBIhu3rxJrVq1kj1b3ZskQCTSnU2bNrFo0SK+++67JNOj43h7e9OuXTv9LEXVqlVj2bJlFCxYMEXaoigKu3fvZvLkyVy6dAnQ1QtxdXXF3t5en/7btWtXFi9erM9qOHXqFCNHjuTixYsUKlSIs2fPpkiNlnv37vHdd99x+vRpQFc0edCgQZiYmGBgYICfnx+DBg0iJiaGwYMHM3369Heu710fmg0bNuTYsWPUqFGDxo0bM378eKKjozE3Nyc8PByA1q1bs2zZMiwsLAgKCmLhwoXMmzePly9fArqpFx0cHHB2dmbixImpPgb7c3Bzc+PKlSts2LCBNm3avHPZiIgIvv/+e32tmZo1a/Ls2bN3ztxma2vLpk2bkpxlSlEUrl69ytq1a9m8eTOmpqacP3+e7NmzJ3ufPoa7uzsNGzbk6dOnFC5cmAMHDpA7d26mTp3K+PHjAXBxceHatWv6FPqCBQvi5eUFQJYsWWjYsCHbt29Hq9WSN29epk6dyuzZs7l48SIGBgZMmzaNBw8e6Ke6rVy5MuvWrfvsY+h9fHzo1KmTvu9bWFgQFhaGoaGhPsAzffp0IiMjKVCgAMWLF2fv3r2Ym5uzf//+eNlBT548YdeuXXz11VcZ4gx4RhIaGkqePHkIDw+nY8eOLF++XP9ZLlJeYt87AQEBjBkzRh9ozpYtG1OnTqVLly6fdEIhNDSU58+f4+vry7Nnz/D19eX58+ccPXqUq1ev4ubmxrFjxzLEj4M4R44coWHDhqhUKo4ePfrFBFViYmL46aefmD17tv4xZ2dnRo0aRfv27TN0n9y9ezc9evQgODiY5s2bs3Xr1kSX+5j6Xbt27WLw4ME8ffpU/5iFhQUlS5bk+fPn8Ya5AZQqVYqpU6dSr169FNknPz8/8ufPj1ar5d69e+TLl49BgwbpM2mGDh3K5MmTP3vfO3z4cLxhZHPnzuW7775LlW0FBQXpC3c/fPiQnDlzftL6jh49yqlTpwgMDCQgIID79+9z5coVTExM9DUPRUKZKUBUs2ZNAgMDP3ldEiAS6UZsbCyjR49m7ty5+sd69erFrFmzMDc3T7D8oUOH6NKlC4GBgWTLlo3IyEhCQ0OxsLBgxowZ9OrVK9kHllqtlr/++ovJkydz48YNAExMTIiJiYn3hQowaNAgpk2bluDDJSAgADc3Nx4+fEjTpk3Ztm1bstsTHR3NjBkzmDRpEtHR0VhYWPDrr7/Sr1+/BP/vGzZs0J8JmT59OoMHD05yvUl9aC5ZsoTvv/8ec3NzLl++TKFChbh9+za9evXSD/WZOHEio0ePTrSY5YsXL7C3t8+QGRJxs5P8+OOPTJo0KcnlfHx8aNeuHdeuXUOtVvPrr7/yww8/AHD37l127tzJsWPHUBRFP03rgwcPuHfvHgYGBsyePTtettXz58/ZuHEja9as0Z9dj/N20cWUpigKFy5cYPHixWzdupWoqCiKFSvGgQMH4tUWWLFiBf3799f3kSZNmvDTTz/h4uLCgQMHmDBhgv7/B6Bjx47MnTsXa2trIiMj6devHxs2bIi37R9++IGff/45zWbeiIqKYuTIkfpgVcWKFVm4cCHFixfH3d2diIgIOnfurA+AGRkZsWPHDr766qs0aa9Inu3bt9OlSxdiY2Np27Ytq1evztA/SD+nGzdukDNnTn0Q++3vnT///JOBAwfqTyz06tWL3377LVWHnDx58oTSpUsTGhrKokWL6NWrV7LX5evry+LFi9m2bRvffPMNQ4YMSbmGfqTw8HBcXFzw8vLiu+++i3c89aXYtWsX69evp127drRs2TJD/HD7EJ6enuzdu5fu3bsnOdnJx04sEhERweHDh9m7dy979+7l2bNn8Z43NTWlcOHCDB48mM6dO6f476fGjRtz6NAhhg8fzq1bt9i3bx8qlYpZs2YxYMCAFN3Wxxg3bpx+GOu7jpFTgqurK9evX/+gk4rvEldD6W1GRkZs3bqVxo0bf0ozM7SMEiB6X4H94OBgTp06JRlEIAGiL82dO3dYvXo1Dx8+pGbNmjRq1IgCBQrw8uVLOnfuzNGjRwFo1KgR+/fvR1EUihcvzvr16ylRogSvX7/G09OTffv28dtvv6HVaqlQoQKbN28mNjaWb775hlOnTgHQtGlT1q9f/1Gp1RqNhi1btjBlyhR9OmiWLFno168fQ4YMwdzcnCtXrnDhwgUuX75M1apVGTBgQJKBn8uXL1OzZk2io6OZNGkSP/74Y4JlFEXh3LlzrFixglOnTuHq6krnzp2pW7cuhoaGXLx4kW+//ZZbt24B0KBBA37//fcEMyO9acaMGYwZMwbQTYXYtm3bJPf37Q/Nhw8fUq5cOUJDQxPUlImJiWHNmjUUKlQoyQyXjC6uhkKdOnXYv39/osv8888/dO3aVR+8XLduHXXq1HnvuiMiIujXrx8bN24EoE+fPtSsWZN169Zx8OBBfeDFxMSEZs2aUaRIEX777TcsLS3x9PRM8dngQkND2bhxI4sXL9YHSgGqVKnC1q1bE81aOnjwIH///Tc9e/bExcUl3nOKorBjxw7Wr19P+/btE/xfKorCzJkzGTt2LDY2NqxYsSLdHPQcPHiQly9f0r59ewwMDOL1nZCQEPr27cvhw4dZsmTJRxVuFenHzp076dSpEzExMQlmyxLJs3//fpo3b07evHk5d+4c2bJli9d3zp07R7169dBoNJQoUYI//vjjs2W8zJkzhxEjRmBra8utW7c+ut7K1atXmT9/Pps3b9YPHzYxMcHDw+Ojij+npJEjRzJ79mzy5s3LtWvX9NOji4zhU2aejcs+fvDgAXnz5qVAgQLY29un6g/juPpucUxNTVm7dm26mLEzMjLyswy9HDJkCAsWLOD7779n1qxZyVrH48ePqVChAq9evaJBgwaUKVMGOzs77OzsqFSpEs7Ozinc6owlowSIsmfPTq1atZKcXffVq1ccOHBAAkQgAaIvQVhYGNu2bWPFihX68eVvKlasGKGhoTx+/BgLCwtWrFhBy5YtOXLkCD169MDX1xdTU1MsLCwS/NP37NmTuXPn6j/kNRoN8+bNY9y4cURHR9OyZUs2bNiQ4H8ibnYJjUaDSqVCpVJx7949pk2bpq+JYmVlxYABAxg4cOAnncmMm/lKrVZz4MABqlWrhq+vL0+ePNEHhhIbm2xvb4+bmxu7d+9Gq9ViZ2fHzJkz6dix43szkRRFYejQoSxYsABjY2P27t1LjRo1Eiz39oemoig0adKEQ4cOUbVqVQ4fPvxFfGh+TlevXqVSpUpYW1vj5+cX728RN75+/PjxKIpC+fLl2bx580eN5X8zSPL2x7ObmxvdunWjTZs2WFtbo9VqKV++PLdv32bChAmMHTs2Rfbx5s2bLFmyhA0bNujrXJmamtK2bVv69u1LxYoVU7WOlJeXFzY2Nike8EpJiR1waDQa+f75wu3evZsOHToQHR1N8+bN2bx5s3wGJlNgYCDlypXj+fPngG5Gn927dwO6oap2dna4ubnx9OlT2rVrx8qVKz9rQC42NpZKlSpx8+bNBDNGxcbG8uLFCxwcHOJ91mk0Gnbv3s38+fM5ceKE/vHKlSsTFBTEnTt3GDZsGFOmTPls+xHn0qVLVKtWDa1Wy86dO1N0NiaRPnxKgCgtBAUFkSdPHv2U73/99ReVKlVK62Z9Vlu3bqVz586ULVuWCxcufPTrNRoNDRo04MSJE1SoUIHjx4/LiYuPlFECRFWrVqVfv35JZhJJDaI3SIAofbt9+zYtW7bUz9xjYGBA48aNcXFx4fDhw5w9exaNRgOAk5MTW7dupUSJEvrX+/n50bNnTw4dOqR/LGfOnBQqVIgePXrQtWvXRH+oHjlyhGbNmhEdHU2fPn34/fff9ctdvHiRbt26xZt96U22trYMGjSIAQMGJJnm+zEURaF3796sXbsWY2NjtFotsbGx8ZYxMzOjTZs2NG3alOPHj7NlyxZevHihf75Tp05Mnz79o+rMaDQaOnTowM6dO7G2tubo0aPx3tu4ZQ4ePMjjx485deoUJ06c4NmzZ5iamnL58mWplZKI6Oho7OzsiIqK4u7du/pZt4KDg+nVq5e+gHGvXr2YM2dOss9Q7dmzh169epElSxY6d+5Mly5dEq3htHnzZrp27YqtrS0eHh6fdMb4yZMn9OjRI94Pn8KFC9O3b1/9NoTOl3agLj7cvn37aNeuHVFRUezevZv69eundZPSJa1Wy5o1a1izZg39+vWjXbt28Z7v3r07GzduxNHRET8/P8LDwxk5ciQTJ07k7t27jB49mgMHDlCkSBHOnTtHlixZPvs+nDlzRp8Ne+zYMczMzFi/fj2bNm3C398fGxsbypcvr58dccWKFfrhpIaGhrRu3ZpBgwbh6urKvn37aN68ORYWFnh6en6WWZniREdH4+bmxq1bt+jYsSOrV6/+bNsWn8+X+L0zc+ZMDh06xO+//55gltLM4OnTpzg6OqJWq/H399fPshoSEsKePXto1qxZomU04kyZMoXx48djYWHBxYsXcXJy+lxNzzAySoBowIABmJmZMWPGjESfd3d3j1eX91OkaoBoypQpTJ06Nd5jhQsX1kdQIyMj+emnn9i+fTvR0dHUqVOHGTNmJJk6lRgJEKVfR44coX379gQFBZE3b16+/fZbunbtGq9I26tXrzh48CDe3t7069cv0ULOWq2WS5cuYWJiQqFChT74IHLbtm107twZRVEYO3YsP/30E9OmTePnn39Go9FgbW2tP4BTFAVTU1O6dOnCt99+m+Jp2eHh4dSsWVPfaQ0MDMiVKxcFCxakTZs2dOjQIV4wKiYmhkOHDnHy5Elq166d7HomERERNGrUiDNnzpAnTx5OnjypnyHr8ePHDBo0iD179sR7jYmJCX/88QfdunVL5t5mfFWqVOHSpUusW7eOdu3acefOHdq2bYuHhwfGxsbMnTuXb7755pO3ExMTg6Gh4TuzdTQaDaVKlcLT05PJkyfr6xyBbjr2ffv2MXHixARTzL/twYMHNGzYkIcPH2JoaEizZs3o27cvtWvX/mJnnUtNX+KBuvhwccMC2rZty/r161N8/QEBAWzatEkfZPiU6aTTwpUrVxg0aFC8M+K//PILI0aMQKVS6etlqNVqTpw4gbe3t/6s55YtWzh9+rQ++/fUqVOULl06rXZFP+OXsbEx0dHR713e1taW3r17069fP/LkyaN/XFEUKlWqxLVr1xgzZgwTJ05MxVbHN2nSJCZOnEi2bNm4cePGF/f/JD6MfO98mZydnfH29tafcIiMjKRhw4acOXOGQYMGJfmD/8KFC9SsWRONRsOyZcvkuDyZUipA9DniGu8SFRWFRqN5Z0AxpaR6gGjnzp3s2LFD/5ihoaH+R/mwYcM4ePAgCxYsIGvWrPoDiwMHDnzwNiRAlD7FnVGMjY2lWrVqbN269bOeTYuzePFifQ2dokWLcu/ePUA3Dfwff/zxWYewhISE4O7ujoODAzlz5vxs/6cBAQHUrFmT+/fvU7JkSQ4dOsTGjRsZN24coaGhGBoaUrlyZWrWrEmNGjWoVKnSZ5ty9Es1cOBAFi9ezLBhw3B1daV3796EhYWRJ08eNm/ejKur62dtT9w4f3t7ezw8PDAwMGDkyJH88ccfgK6m144dO5IM9Ny+fZvGjRvz/PlznJyc2L17d4rNBJhRyYF6xhY3lNTY2JhHjx4lyJ6LKwbZoEGDj/r73717l/nz57N+/XoiIiIAXZHRJk2a0K1bNxo0aJCuhw8EBgYyfvx4li5diqIoZMmShTp16ugzJ7/55ht++uknXF1defnyZbwC+j/++CPz5s0jS5YsREREoNFoWLhwYYoE0z/Fy5cvKVWqFAEBAZiYmNC0aVO6dOlCrVq1cHd358qVK1y+fJknT57QtGlTOnfunOQB+l9//UX79u2xsrLC09MzRbKQ3+fu3bu4uroSHR3NmjVrEi1kKzIG+d75MvXq1Yt169YxevRoJkyYQOfOnfnzzz8ByJo1K97e3glOTIeGhlKhQgW8vLxo164da9eulZN1yZSSAaLUjmukpNmzZ9OrV69kfQ+leoBoz549nDx5MsFzQUFBFC5cmKVLl+qLld2/f59KlSpx8ODBJH9gRUVFERUVpb8f13yVSsX9+/cpWLCgfGh+Roqi8Pfff+Pt7U1sbCxRUVE8e/ZMP0Vnq1atmDNnDiYmJmnWxhkzZuine7ewsGDy5Mm0a9cuU33QPn78mMaNG+Pv76+fqhugQoUKDB48mLp160q/+QgbNmxg6NChZM2aleDgYEA3Nnjx4sWfbbr5N8XExODm5saTJ08YOHAgZ86c4fLlywCo1Wq0Wi0rVqygSZMmCV577do1OnTowKtXryhWrBhbtmxJsbMdGZlGo8HLy0u+czIoRVGoW7cut2/fZvLkyQlmuerSpQv//PMPffv2/aAZBIOCghg4cGC8A8VSpUqhUqniFYDPly8fy5cvT7OMmvXr13P16lU6duxI+fLl9Y9rtVo2bNjAr7/+yqtXrwBo2bIlEyZMIGfOnCxfvlxfN83S0pKQkBCKFy/O/v379d//MTExtGrVSn+2tUWLFixatChdfBe7u7tz+/Zt6tat+0lBHa1Wqz8hM3r06FSf0Uyr1dK0aVMuXbrEV199JT8iMzj53vkyrV27lh9//JHKlStTtmxZFi5ciKGhIba2tvj7+zN16lT97MNxZs+ezZQpU8iTJw9Hjhz5LMHmlGRsbJxuPos0Gg2enp44OTklCBDFTTDwZltNTEwS/d2aGnGN1JQvXz5OnDhBgQIFPvq1qR4gmj9/PlmzZsXExARXV1fGjx9P3rx5OXHiBM2bN8fHxyfeP32pUqX47rvv6N+/f5LrfDO9K0uWLNy6dQsvLy/9GSwhhBBCCCGEEEJ8Xk2aNEnX2bCgO4GaL18+KlWqhJ+fn/7xkSNHMmrUqATLp0ZcIzXlzZuXkydPJitAZJjyzflP+fLl+eOPP3BycsLPz4+pU6fSuHFjzpw5g5+fH8bGxgkiovb29vH+SG8bOnRovDc5Lr5VqFAhmjRpIlH1zyg8PJzKlSvj6+tL9erVcXR0xNjYGCMjI6pWrZrsujki9Vy9epX9+/fTvXt3cuXKJWejkikmJgZXV1eCgoKYO3cuzZo1S+smERkZScWKFfHz86N06dIsX76cfPnyERERQY0aNXj06BH9+/dnwoQJgK5GWM+ePYmMjKRKlSqsXbs2TYrEfqmk72R8AQEBlC5dmtjYWI4cOUKJEiXQarU0bNiQ69evky1bNl6+fEn27Nk5evRoktmDY8aMYfny5ZiZmfHXX39Rrly5RJcLCgqif//++kkZvvvuO8aNG/dZ/r8iIiKoU6cOXl5eFClSBG9vb/2Z1ThZsmRh+PDhfPPNN0ke+F+5coXffvuN9u3bJyhaHScmJgZvb28KFSqUIftO3NB6b29vRowYwdChQ1OlAOrjx4+pUaMG4eHhiWYgiIxHvne+TIqiULx4cQIDAwH02YVBQUGULVuW8PBwtm/fTtWqVQGYOnUqs2bNomjRohw9evSLKKD8ti8pg+j8+fMJMogSkxpxjfQqVQNEbwYISpYsSYUKFShVqhQ7duxI9sw+b6d9xdUgMjQ0xMjICHNzc/nQfIeAgABevHiBs7PzJ3fcKVOm8PDhQxwdHdm+fXuy/6bi86latar+Cwh0H5rSb5LnwoULKIqSbqZiNzc3Z9euXZw9e5bOnTvr+6O5uTnTpk2jZcuWzJ8/n65du3L//n26du1KTEwMjRo1YtOmTVJ36iNJ38n4zM3NqV+/Pn/99RebN29mxowZbN68mQsXLpAlSxaOHTtG8+bNuXPnDoMHD+avv/5K8L26ePFiFixYAOiGGbz5+ZvY9rZt28aECROYNm0ac+bM4c6dO2zZsiXVi1L+73//4+7du+TKlYvDhw8TGRnJokWLWLJkCS9fvqRjx45MmTIl3iQTialWrRr79u175zIajQZjY+MM3XeGDRumH364YsUKWrduTZs2bahUqVKK/GhSFIUff/yRV69eUa1aNfr16/dF/ogUH0e+d75cNWrUYPPmzfTq1YvRo0ejUqkwNzenTZs2LF26lOXLl/PVV18REBDA77//TlRUFGPGjJETdynIwMAgXr9RqVTExMR8cA2i1IhrpFef9dvEysoKJycnvLy8yJEjB9HR0QQFBcVbxt/fnxw5cnzOZmUoR48e5erVq4k+d/jwYUqWLEnp0qUpXrw4o0aN4vz582i12o/ejpeXF7NnzwZ0ke6M1jGEeB9ra+t0ExyKU7x4cb755psE/bFJkyY0a9aM2NhY2rZtS6dOnYiJiaF169Zs3bpVgkNCJCEuK2PDhg2EhoYyfvx4QFdwOX/+/KxZswYTExP27t3LokWL4r328OHD+ho0v/zyCy1atHjv9gwMDPj1119Zv3495ubmHDx4kAEDBpCK1QA4d+4cc+fOBWDBggVYW1vj4ODAxIkT8fLywtPTk9WrV783OCT+06VLFwYOHEjWrFl5+vQp8+bNo0aNGjRu3BiNRvPJ69+wYQMHDhzAxMSEhQsXSnBIiHRuzpw57Ny5kz/++CNekLhfv34A7Ny5k6dPnzJr1ixCQkIoU6aMvpaNSJ8yclzjs36jhIaG4u3tjYODA2XKlMHIyIjjx4/rn/fw8ODJkyfJKuQUGhqaIB06s9myZQsNGjSgUqVK9OrVC19fX0B3pmnGjBk0adKEgIAAQDel9axZs6hevTpFixbl4sWLH7WtESNGEBUVRd26deUDTIgvwKxZszA3N+fBgwdotVp69OjBunXrMDY2TuumCZFuffXVV+TMmZOXL1/Stm1bvL29yZkzJ4MHDwagdOnSTJ48GdB9L3bu3JkWLVpQr1492rZti0ajoVOnTowYMeKjttu2bVt27tyJgYEB69ev12chpbTIyEj69OmDVqulS5cuNG7cON7zpqam5MuXL1W2nZEZGhoyc+ZMnjx5wp9//knHjh0xMTHh8OHDHDt27JPW7e/vzw8//ADATz/9hLOzcwq0WAiRmuzs7GjUqFGCzK9SpUpRvXp1NBoNkyZN0n/Wjx8/XgK/6VxqxjXSWqr+540bN47Tp0/z6NEjzp8/T9euXTEwMKB169ZYWVnRpUsXxo4dy8mTJ7l27RoDBgzA1dU1WW9ko0aNWLFiRSrsxZfh0aNHfP/99/r769ato0SJEsyaNYsOHTowZswYtFot3bp149mzZ2zcuJH27dtjaWmJj48P9evX19c9eNP169f56aefWLNmDS9evADg0KFD7Nq1CwMDA2bOnJluxpgKIZKWL18+pk2bhrGxMUOGDGHRokWSoi7EexgaGtK5c2dAlxEEugN3CwsL/TIDBgygYcOGREVFsXXrVvbu3cuJEycIDQ2lcuXKyZ6pq2bNmvpJOYYPH86pU6dSYI/i+/nnn3F3dydnzpzMnDkzxdef2ZmamtK0aVNWr16tz0Zbu3btJ61z2LBhBAYGUqZMGYYNG5YCrRRCpKW4LKKlS5cSFhZG+fLl+frrr9O4VeJtnzOukRLc3NySPcInVWcx69WrF2fPniUwMJBs2bJRqVIlxo0bh6OjI6A7c/XTTz/x559/Eh0dTZ06dZgxY8ZHpWLF1SAqVqwYL1684NSpU7i4uKTWLqVLGo2GBg0acOLECVxdXZk+fTo//vgjly5d0i9jZGTE7Nmz6dOnT7wD1ZCQENq3b8+hQ4cwMjJi1apVtG3bltevX/Pzzz+zYMEC/RA0lUqFm5sbvr6+eHt7M3DgQDmg/MJpNBrc3d1xdnaWYEEmERUVlWQBPvHhpO9kHu7u7pQqVQqAokWLcuXKFQwN45dwDAoKYtWqVajVarJkyYKFhQXW1tbUqlXrk7L0FEWhe/fubNq0CXt7e86fP0/u3LkTXfb169ds2LCB5s2bJ7nMmy5evEj16tXRarX8+eefNG3aNNnt/BiZte9cuHCBatWqYWZmxuPHj8maNetHr2P37t20atUKAwMDzpw5k2TBc5ExZda+k9HFxMTg5OTE8+fPAdi1axcNGzZM41ZlHEn1G61WS2Rk5AfXIPoccY13CQ4O/qDlkvPd8rZUDRB9DnEBoiFDhrBq1SpKlSrF2bNnM9WwienTpzN27FgsLCy4ePEiTk5OaLVaVq9ezU8//YSJiQkbNmzAzc0t0ddHRUXRs2dPtm3bhkql4ttvv2X79u34+/sD0LBhQ54/f87169f1r8mWLRt37tzB2tr6c+yiSCVysCFE8kjfyVwaNWrE4cOH2bFjR4JhWKktLCyMGjVqcPPmTSpWrMihQ4cSnBUMCQmhYcOGXLx4kZIlS3Lu3Ll3HgdFRUVRsWJF7t69S8eOHVm9enVq74ZeZu07iqJQunRp3N3dWbx4MT179vyo18fNePT06VN++OEH/dBGkXlk1r6TGfz222/873//w83NjePHj8vojBSUUgGitGZra/vO/wtFUVCpVPpyMp8iwwSI4r44X716xZgxY5g4cWJaN+2zuHLlCtWqVSM2NpalS5fSvXv3eM/HxsaiKEqSU9LG0Wg0DB06NF6RzSJFijB37lzq1q0L6Iax7d27l9OnT9O9e3fq1auX8jskPis52BAieaTvZC5BQUE8ffqU4sWLp8n2Hzx4QOXKlXn9+jUVKlRg8+bN5M2bF9BNUd+sWbN4tQ8mTpzImDFjklzfuHHjmDp1Kjly5ODatWvY2dml+j7Eycx9J+6EXtWqVTl69OgHv06j0dChQwd27tyJk5MTly9flskFMqHM3HcyuujoaFauXEnTpk3JlStXWjcnQ8koAaLTp09/0HLvmi31Q2WYAJGRkRF//PEHI0aMwMDAgNOnT2fooWaKonDx4kV69uyJh4cHrVq1YuPGjZ8UcVYUhalTp7J8+XL69u3L4MGDM1UmVmYkBxtCJI/0HfG5nTx5krZt2xIYGEj27NnZsGEDlStXpl27duzduxdLS0v69evH9OnTMTY25tKlSxQtWjTBeq5cuULVqlXRaDRs2bLlg2ZXS0mZue88ffqUQoUKodVquXPnDk5OTvGeu3btGg0bNkzwvowYMYI5c+ZgbGzMP//8Q+XKlT9300U6kJn7jhDJlVECRJ9Thno36tevT5s2bdBoNPTq1YuoqKi0blKKe/r0KdOmTaN06dJUq1YNDw8PcufOzYIFCz45HVGlUjFq1Cg8PDwYPny4BIeEEEKIdKJ69eqcPXuWMmXK8OLFCxo2bEjt2rXZu3cvZmZm7Ny5k19//ZWGDRsSHR3Nd999p68hGCc6OppvvvkGjUZD27ZtP3twKLPLnTs3X331FaCbTCSOp6cnbm5utGzZknr16uHl5aV/btGiRcyZMweAZcuWSXBICCEyodjY2ASxDX9/f6ZOncr48eM5e/Zsim0rQwWIAGbPno29vT137tzhhx9+IDo6Oq2blGKOHDlCkSJF+Omnn3B3d8fMzIxOnTqxf/9+bG1t07p5QgghhEhFjo6OHD9+nE6dOqHRaLh48SJGRkZs3bqVatWqoVKpmD9/PhYWFpw+fZply5bpX6soCr/++iu3b98me/bs+qCD+Ly6du0K6AJEWq2Wp0+f0rhxY/z8/ADdMIIKFSqwYsUK9uzZw5AhQwD43//+R4cOHdKq2UIIIdLQ4MGDGTlypP5+SEgIderUYdmyZRw5coRmzZpx8ODBFNlWhgsQZcuWjT/++AOAJUuW4Orq+kFj9s6cOcOUKVOIjIz8oO1oNBrWrFmDr6/vJ7X3Y0yYMIGYmBhcXFxYsmQJjx8/ZtWqVTg7O3+2NgghhBAi7Zibm7Ny5UrmzJlDqVKl2LhxI/Xr19c/nz9/fn755RcARo8ezerVq+nTpw8FCxZkypQpAMydO5fs2bOnSfszu2bNmmFlZcWjR4/Yvn07jRs3xsfHBycnJ06ePEm1atUIDQ2lX79+tGrVCq1WS48ePRg1alRaN10IIUQaOX/+PM2aNdPf37RpE1qtlkuXLnHq1Cn69+/P/PnzU2RbGS5ABNC8eXPWrFlD9uzZuXv3LrVr1+bbb78lMDAw0eVjY2Pp3Lkz48ePp2/fvnxIWaZFixbRu3dvmjdvjkajSXQZf39/QkJCPmlf4pw/f57z589jbGzMzp076dGjR4pMYyeEEEKIL4tKpaJ///5cvnw53gFjnO+++46KFSsSEhJCnz59WL16NU+fPsXU1JRhw4bRpk2bNGi1ADA1NaVdu3YAdOnShbt375I7d2727t1LpUqV+Oeff5g6dSrGxsYoikKdOnX4448/ZFYjIYTIxJ4/f06hQoX090+cOEHTpk2xsrICoGPHjty7dy9FtpUhA0QAHTp04ObNm3zzzTcArFy5kmrVqiVal+jAgQM8ffoU0EXj4s6wvUvc2PGrV6+yatWqBM/fvHmTokWLUqhQITZv3vwJe6Izd+5cQLdfOXLk+OT1CSGEECJjMjAwYMmSJeTLl4+SJUsybNgw9u7di5+f3wcd44jU1a1bN0BXJNXOzo49e/ZQoEABQPe3Gzp0KBcuXGD27Nls3br1vTPRCiGEyNhMTEyIiIjQ37906RLly5fX3zc1NSUsLCxFtpVhA0QAtra2LFy4kGPHjpEjRw48PT3ZsGFDguWWL18OQMmSJQHdUK7t27cnud779+9z+fJl/f1x48bx6tUr/f3IyEi6detGaGgor1+/pmvXrnTv3p3Xr18naz8ePXrEX3/9BcDAgQOTtQ4hhBBCZB7FixfH09OTK1euMGXKFOrVqydTo6cTFStWxM3NDRsbG/7++2+KFy+eYJnixYszYMAALC0t06CFQggh0pNSpUrpk07OnDmDv78/NWrU0D/v7e2Ng4NDimwrQweI4lSpUoWhQ4cCMGvWrHizejx79ox9+/YBsH79en0ApmfPnly5ciXR9W3atAmAunXrUqxYMV6+fKkf7w8wduxYbt++jb29PcOHD8fAwICNGzdSoUIFli9fztKlS5kxYwbjxo1j7ty57432LViwAI1GQ61atShTpkzy3wghhBBCCJGmVCoVR48exdvbmwoVKqR1c4QQQqRzI0aMYPHixZQrV442bdrQqVOneAGh3bt3U7FixRTZlkr5kII76ZhWqyUkJAQjIyM8PDxwdnbGwMAgwXLBwcEULFiQ4OBgtm/fztdffw3AlClTGD9+PFWrVuXo0aPExsbSsmVLDhw4QK5cuTh79iw5c+bUr0dRFEqUKIGnpycrV67EwcGBRo0aYWBgwMWLF3n69ClNmzYFYNeuXTRs2JBz587Rs2dPHjx4kOg+FChQgN9//z1ekck4oaGhODo6EhQUFK/dQqQEjUaDu7t7kv1GCJE46TtCJI/0HSGSR/qOEB8vqX6j1WqJjIzE0tIStfrLyJm5d+8ex44dw97enhYtWsRr96pVqyhevHiKBIm+jHcjBWTNmpXevXsDuiwi0P1jrFy5EtBlDAEYGhqybt06ihYtyrNnz/jhhx/irefy5ct4enpibm5O8+bNqVu3Li1atECj0TBgwAD9NgYMGEDDhg0BcHNz4+LFiwwdOpTatWvTrFkzunbtSv/+/cmXLx8+Pj58/fXXdO/enRcvXsTb3tq1awkKCsLJyYnGjRun3hskhBBCCCGEEEKIdKdo0aL6GS7fDA5FRUURGhpK165dU2Q7mSZABLr6PUZGRpw6dYoLFy5w7NgxvL29sbKyijejh5WVFWvWrEGtVrNt2zYOHz6sf27jxo0ANG3alCxZsgAwbdo0TE1NOXv2LH5+fpQoUYLJkyfH23aWLFmYOnUqBw4cYNu2bSxfvpw5c+Zw7do1Bg0ahFqtZuPGjZQoUYK+ffuya9cuQkJC9NPVDRw48IuJbgohhBBCCCGEEOLTRUVF8b///Y/atWtTv3599uzZA+hK5JQtW5aFCxfy3Xffpci2MlXEIXfu3HTo0AGAmTNn6otTd+zYEXNz83jLli1bVv8mDxo0iKioKGJjY9myZQuAfj2gGyIWl2lkYmLCmjVrMDU1/aA2ZcmShRkzZnDq1ClKlSrF69evWbVqFW3atNEX1ra2tk6xiKAQQgghhBBCCCG+DJMmTWLFihXky5ePx48f06NHD4YMGcKCBQv49ddfuXHjBkOGDEmRbRmmyFq+IEOHDmXt2rXs2LEDQ0Pd7scNL3vbhAkT2LZtGx4eHsydOxcXFxf8/Pyws7NLUC9o5MiRREZGUqVKFUqVKvXR7apQoQLnz5/n+PHj7Nmzh927d+Pj4wNAnz599NlKQgghhBBCCCGEyBx27tzJwoULady4MXfu3KFatWrExsZy6tQpVCpVim4r0wWISpYsSaNGjdi3bx8xMTG4uLhQrly5RJe1trZm8uTJ9OrVi0mTJlGlShUA2rRpg5GRUbxlTU1NEwwr+1iGhobUrVuXunXrMnPmTG7fvs2dO3do0aLFJ61XCCGEEEIIIYQQX55nz55RtmxZAIoXL46JiQnfffddigeHIJMNMYszbNgw/e1vvvnmnct27tyZatWqER4ezqFDhwDdkLTUplKpKFmyJO3atcPY2DjVtyeEEEIIIYQQQoj0RaPRxIsJGBoaptoIo0yXQQRQo0YNWrdujbe3d7xaQolRqVTMnTuXihUrotFoyJ8/P25ubp+ppUIIIYQQQgghhMisFEWhf//+mJiYABAZGcmwYcMS1FFeu3btJ28rUwaIVCqVfjayD1GqVCkGDx7MrFmz6NWrl8wmJoQQQgghhBBCiFT39gimdu3apdq2MmWAKDkmT55Mu3btKFOmTFo3RQghhBBCCCGEEJnAH3/88dm2JQGiD6RSqXBxcUnrZgghhBBCCCGEEEKkOBkrJYQQQgghhBBCCJHJSYBICCGEEEIIIYQQIpPLMEPMImIiuPv6LuG+4RgYGKR1c4T4Img0Gh6+fij9RoiPJH1HiOSRviNE8kjfEV8KZztnzI3M37+gSJcyTIDII9CDjsc6vn9BIYQQQgghhBBCpLjzvc5TzqFcWjdDJFOGCRAVti3MxlobyZ8/v0TVhfhAGo2Ghw8fSr8R4iNJ3xEieaTvCJE80nfEl8LZzjmtmyA+QYYJEJkZmVHMuhjODs7yoSnEB9JoNJgHmUu/EeIjSd8RInmk7wiRPNJ3hBCfgxSpFkIIIYQQQgghhMjkJEAkhBBCCCGEEEIIkclJgEgIIYQQQgghhBAik5MAkRBCCCGEEEIIIUQmJwEiIYQQQgghhBBCiExOAkRCCCGEEEIIIYQQmZwEiIQQQgghhBBCCCEyOQkQCSGEEEIIIYQQQmRyEiASQgghhBBCCCGEyOQkQCSEEEIIIYQQQgiRyUmASAghhBBCCCGEECKTkwCREEIIIYQQQgghRCYnASIhhBBCCCGEEEKITE4CREIIIYQQQgghhBCZXLoIEC1dupTSpUvj4OBAvXr1uHz5clo3SQghhBBCCCGEEALIHHGLNA8Qbd++nZ9++omRI0dy7NgxSpYsSevWrXnx4kVaN00IIYQQQgghhBCZXGaJW6gURVHSsgH16tWjXLlyTJ8+HQCtVkvJkiXp06cPQ4cOTbB8VFQUUVFR+vtarRaVSgXAkydPyJMnDwYGBp+n8UJ84TQajfQbIZJB+o4QySN9R4jkkb4jxMdLqt9oNBr97bhYAoCJiQkmJiaJrutj4xZfKsO03Hh0dDTXrl2L94aq1Wpq1qzJxYsXE33N7NmzmTp1qv5+jRo1WLNmDQB58uQB4v/BhRDvJv1GiOSRviNE8kjfESJ5pO8I8fHe1W8GDRrErl279PdHjhzJqFGjEiyXnLjFlypNA0QBAQFoNBqyZ88e7/Hs2bPj4eGR6GuGDh1K//799fe1Wi0ABgYGeHt7U6hQIYmqC/GBNBoNDx48kH4jxEeSviNE8kjfESJ5pO8I8fGS6jdarZbo6GjmzZvH/Pnz9Y8nlT2UnLjFlypNA0TJ8Xbal1arJSQkBLVajVarRa1Wo1aneWklIb4IiqJIvxEiGaTvCJE80neESB7pO0J8vPf1G0tLS+lPb0nTAJGdnR0GBgYJCju9ePECe3v7NGqVEEIIIYQQQgghRPqLW/j6+rJixQrOnTuHn58farWa/Pnz06RJEzp16vRJWYZpGi4zNjambNmyHD9+XP+YVqvlxIkTuLq6pmHLhBCZlZ+fH3PnzqVmzZqULFmS4sWLU6BAU7JlW0D58ieYOhXWrFHxzz8qbtwAf3/4d6SrEEIIIYQQIoNJT3GLq1evUqlSJf755x9iYmJ48OABZcqUwdzcnHHjxtG4cWNCQkKSvf40H2LWv39/+vfvT7ly5XBxcWHhwoWEhYXRuXPntG6aECKTiIyM5O+//2b9+vUcOHDg3yJ2jkAHoBNQEtBy82YsN28aJXi9gYFCjhxQsKBCrVoKdesqVKyoYJRwUSGEEEIIIcQXJr3ELUaPHk3//v0ZOXIkAJs3b2bZsmX8888/vH79mmbNmvHbb78xZcqUZK0/zQNErVq14uXLl0yaNAl/f39KlSrFtm3bZIiZECJVKYrCuXPnWLt2LVu3biUoKAjIAfTHwqIPYWGlAHB2DqF+fW/y5TvHyJFd0WqtaN9+CD16jMLPT4Wvrwo/P/D1VXHzpopff1Xz66+QJYtCjRq6YFGdOlqKF4c3ZtEUQgghhBBCfCHSS9zixo0bLFq0SH+/bdu2DBw4EH9/f+zt7fnf//7HgAEDvtwAEUDfvn3p27dvWjdDCJEJ+Pj4sH79etavX4+npyeQFWiFiUlPoqOroShqcudW6NBBQ7t2WooUMQXyAG2wt4+hR48ebN48ngIFwvjll18AJd76fX3h6FEVhw+rOXJExd69asCAnDkV6tTRBYvq1lXIleuz77oQQgghhBAimdJD3CJbtmz4+vpSoEABAPz9/YmNjcXS0hKAQoUK8erVq2SvP10EiIQQIjWFhISwfft21q5dy4kTJwBToAkGBjNQlEZotcZky6bQvr2W9u1jKFs28Wyfjh07EhISwvfff8/UqVMxMzNj1KhR8WY/cHCAjh0VOnbUoChw/z4cPqzm8GEVf/+tYv163cdusWIKdetqqVNHoWZNhX8/04UQaUCj0fV5mchECCGEEOlZkyZNGDZsGD///DMmJiZMnz6dqlWrYmZmBoCHhwc5c+ZM9volQCSEyJA0Gg1Hjhxh3bp17Nixg4iIaKAusBIDg7ZoNBZkzaqlTRuFDh1iqVpV+aAfh3379iUoKIixY8cyceJEdu3axYwZM6hWrVqCZVUqcHYGZ2ct/ftDbCxcvqzi0CEVR46oWLxYze+/qzA01NUsqlNHoV49BVdXqV8kREp79Qru3o3ixInHXL0aRExMXiIicuLjo+LhQzAxgbJlFcqXVyhXTsHFRaFIEfiEiUCEEEIIIVLU2LFj8fPzo2PHjmg0GlxdXVmyZIn+eZVKxfjx45O9fpWiKMr7F0u/tFotISEhGBkZ4eHhgbOz8ydN6yZEZqLRaHB3d89Q/ebOnTusXbuWDRu28Py5HVAVqIqBQX00GjvMzbU0bw7t22upV0/B2Dh521mwYAHjx48nODgYgNatWzNp0iQcHR0/eB2hoXDypC5YdPiwmlu3dGlLcfWL6tXTDUkrVkzqF6U3GbHvfOmio+HRI/D2VuHjo+L+/ViuXQvmwQMt/v5ZiI62eOsVIVhY+FGmTFZcXe0IDVVx5YqKW7cgJua/vhgXNKpSReHrryV4+6mk7wiRPNJ3hPh4SfUbrVZLZGQklpaW8UYCfEkiIyOJjY0lS5Ys71zu6dOn5MyZ84P3UwJEIt2ZMWOG/vaPP/6Yhi3J+DLKwYavry/r1//N8uW38fS0RxcUqgToxm1ZW8dQq5YBrVtr+fprBYu3fycmk7+/P//73/9Yvnw5Wq0WExMTBg0axKhRo/TjgD9uP+DIERVHjuiGpD19qvuRGle/KG5ImtQvSnsZpe98CTQaeP1adwkKglevVLx4AT4+Kry9VXh7w4MH8PSpCq32zUiqBngMeMW72Ni8plgxEy5dOkB0dBQANWrUYPz48dSoUYOoKLh1S8Xly7qA0eXLKm7fhthYFblyKfTrp6V3by3Zsn3mNyKDkL4jvnSRkfDiBbx8Cf7+qn9vq/D3112/eKF7XqWCHDnAwUE302nOnMq/9yFHDt1tE5MP3670HSE+XkYOEH2ofPnyceLECX3NoveRAJH47N4OAH3sfZFyvtSDDR+fh+zYcZU9e15x7ZoFQUElgFKAbh+yZHlExYqxtG2bixo1DHBySt0MnBs3bjBixAiOHDkCQI4cOfj555/p1q1bst/Xt+sXHT+uIjhYtxNx9Yvq1tVlGkn9os/vS+07KUVRdIGb2FjdJSYm4e03H4uNVcV7PiREN+QrKEilD/68fh3/ti4YBCEhSXdeI6Mw1GofoqLuED8Q5A08wsHBDhcXF8qWLYuLiwsuLi7kzp0blUrF06dPmT59OsuWLSM6OhqAWrVqMW7cOKpXrx5vO5GRsHevit9/V3PqlBpTU4VOnRS+/15DyZKp8Q5nXJm974j050MDPnG33/WZZGurkD07ZM+uoCjg56eb6TSp19jYKPogkoPDf8GkHDl097NnV7C3h2zZQK2WviPEx5IAEeTNm5eTJ09+cIBIahAJIdI1RVG4dcudLVvc+eefcO7etSUiohzQ9t8lIoCLODisoUkTG4YMqYSzc/ILsyVH6dKl2bdvH7t372bkyJF4enry7bffMmvWLCpWrEihQoUoWLAgTk5OFCxYEFtb2/eu82PrF9Wtq7tI/SLxoRRFl5Hz/Dn4+qp4/hyeP1fh66u7jrsfFJRYIChlI65GRgo2NmBtDdbWCrlyKRQsGIVWG0BUlB8hIY8JDPTC39+dV6+8gADAm5iY1/p15MyZk3LlyuHi4oaLS39cXFzI9Y50u9y5czNnzhx+/PFHpk2bxooVKzh27BjHjh2jdu3aTJw4kcqVKwNgagqtWim0aqXh6lUN8+cbsG6dihUrjKhTR8vAgVoaNfqwOmZCiM8nJAQePoSHD1X/XnS3nz6FFy/eH/CxsIjAzCwUE5NgDAxeYWv7Ahsbf2JinhEV9Zjw8IdERj4C/IFArK3zUahQUYoVK0axYsUoXrw4zs7OqNWW+PnpAkbPn+uufX3fvAZPTxW+vqokP19tbQ2xsnImd25j7O3B3l4XjLK3/y+QFHdtbS1D04UQySMBIpGq3sz+gZTJAHpXhlFKbUOkHY1Gw5kzd9i06SEnTsTi5ZWTmJhy6DKEAHxRqc6QJ88jqlVT0bJlAWrWrIyNTeW0bDYqlYqmTZvSoEEDFi5cyK+//oq7uzvu7u4JlrWxsaFgwYIULFiQQoUKxbs4ODigSuSoztAQKlVSqFRJYezYhPWLfvlFzS+/gKWlLquobl2pX5RZKQoEBuoCPw8ehPPwYQzPnys8f67Cz0+Nv78hL18aEhhoQlRUwrPQBgZarKwisLYOJ2vWcOztozAw0KBWa1GrtahUGtRq3UWl0mJoqMXCwpSsWc3ImtUcKysLrK0tMDc3wsAAjIx0/7+Ghv/dtrQEKysFKyuFmBh/vLzucO/eXe7e1V2uXLnLixcvktzHPHnyULZsNX1WULly5ZI9Y0eePHmYN28ew4cP1weKjh49yrFjx1i6dCndunWLt3y5crBihYZJk2DJEjVLlqhp2dIQJyeFAQO0dOumlaw+If4VEBBAQEAA9vb2WFlZJfr99imCgsDHR3e5eTOY27fD8PLS4u9vSmBgViIizOMtr1JpMDX1x8jIH5XKD0Xxxdj4GdHRj4EX/178/70OICxMQ1jYh7fHy8sLLy8v9u7dG+/xvHnz6oNGRYsWpUyZYnToUAwbG5t4y2m1usxJX19d4F6XvaTLZvL3V/D2jiI83Jhr11T4+6sIDU38/TQyistkejOQ9Pb1fwGlfyc/EkIICRAJIdJWWFg0e/fe4a+/nnP+vCFPn+ZHqy0LuPy7xC0MDDbi5ORP3bqmNG1aAje3OlikVCGhFGZsbMzgwYPp0qULhw8f5sGDB3h5eemvnz17xqtXr7h8+TKXL19O8Pp8+fJRr149vvrqK+rUqZPg4DFOlizQqJFCo0YKoE1Qv2jPHjVgQK5cuvpFdepI/aKUotVCVBSEhakJDNQNtYqO1mXXREfrLrGxKv3tuMfjPw/R0aoEj8fd1j2vW+bt599eX0wMREUphIZGExKiISjIFI0m7uvd6o2WRwHPgWf/Xid+W6MJIDBQITDw094nc3NzsmXLhq2tLdmyZcPOzo5s2bJhbW2Nr6+vPhj06tWrJNdRoEAB/Y+quIuzszNWVlZJvia58ubNy/z58xk+fDhjxoxhy5Yt9OnTByBBkAh0dUTGj9cycqSWzZtVzJ9vwNChBkyYoKZnTy39+2v5iJr1QmQYsbGxHDx4kBUrVrB3715iY2MB3fdjjhw5yJ49Ozly5MDe3h57e/sEj+XIkQM7OztUKjWvXv2XAeTlpeX27VA8PKJ5/NiAFy+yEB39ZmTDDl3twUfAbcDn38tD/W1FeUZEhIaIiMTbbmlpiY2NDTY2ObGxKY61tfW/9/+7xD1ma2urv21lZUVAQID+c+3evXv6276+vjx+/JjHjx9z8ODBeNtzcHDQB43e/JwrXjw7JUrELaWrBqIbKuMTb6hMeDjxgkgvXvw3TO7N69u3dddJZSdlyfJfBlJSWUlx13Z2ukC/ECJjku4tUtTb2TzpoQ2fO6MoJCSE7du3s2HDBvz9/XF1dcXNzQ03NzeKFi2a4ce5vikmBp49gydPVDx5orv28Ynl1q3XeHvH8PKlKdHRtoDrv68IB85jbLyXkiWDaNjQmvr1XSlfvgMmH1PJMR2ws7OjXbt2CR4PDw+PFzB68OCB/vbDhw959OgRK1asYMWKFajValxdXfnqq6/46quvcHV1xTCJozIHB+jUSaFTJw2KAu7u6INFu3apWLdO97rixRWaNtXSsqWWcuUkuyiOoujqT9y/H8Hlyy+4cyeUoCBLoqIcePHClCdPVAQG6gIyGo0KMOK/rLaUZ2ysGypobKy7xN02NFSAaGJjw4mODiMyMpjw8NeEhwejCwBFAn68GfhRqXwxNX2FiUk4pqYmmJqaYmxsjImJCSYmJhgZGaFWq1GrrVGrbVGr1ahUqn8f+++S2GNqtZrY2FhevXrFy5cvCQgI4OXLl8TExBAeHs6jR4949OjRO/dVrVZTsGDBeGfX44ZlpEUgOF++fKxduxZbW1sWLVpEnz590Gq19OjRI9HlTUygWzeFrl1jOXVKxbx5aubP110aNFDo2VNLkyYy9FNkfF5eXqxatYo1a9bw7Nkz/eMWFhaEhYURHR2tD5T8xxAoDRR445IfKIBK5YiivJ2OZwG85O3ADzxErX5M/vzGFCpUAHt7e8zMzDAzM8PUNAdmZgX0983MzDA3N0808JPUd+yHiAt41axZM97jgYGB3Lt3L17Q6O7duzx+/BhfX198fX05evRovNfY2tomCI4XLlyY6Oho3iwfa24O+fND/vxvlpRNvLysouhqvOkCSaq3rv8LKHl4qDhzBgIDEz9eVakU7OySyk5KGFDKmvXLO9ZQFN2JoMjI/67jbkdFqYiK0p0cetOb+5jYbTMzKFFCwdQ09dufFmJjwdMzlhs3XtOsWRZMM+qOfoE+NnNTAkRCpACtVsvx48dZs2YNf/31F+Hh4frnbt++zapVqwCwtramUqVKVKpUicqVK1O2bFkMDQ3RaDTExsai0Wj0l8Tua7VaYmM1hIcrBAdDcLAKb+8A7t9/zoMHL3n8OAhFyUru3MXInr0QlpZ5UKutCQ1VERysKwgbFaUb2mFtDVmzqoE85M9viI2NCmvr/56zsfnvtrW1rgbHm58viQV/nj6Fx49110+f6sbVK8rbH0qxQCi62YWeAI+xsAikfHmFJk1yU6tWVUqV+v6TDtLSM3Nzc0qWLEnJRCrbhoeHc+LECQ4dOsTBgwe5d+8e58+f5/z58/z6669YWVlRoUIF8ubNS968ecmXLx9lypShbNmy8dajUkHRolC06H/1iy5dUnH4sIqDB1VMm6Zm6lQD8uVTaNFCS4sWCpUrK2Tkmpfh4fD4MTx8qHDjxivu3AnFyyuWp08NCAw0JzTUFkUxRRf4yfrvq2KBpxgZ+WJrG0qRIkbkyGFDzpx25MhhS1jYK3LlyoaJifrfQI6CoWH8gE7C2/8Fft6+jrut0UQRFhZKSEgIDx8+5NatW9y8eZNbt25x+/ZtwpIY72BnZ6f/3ypZsiSlSjWjWLFiyZpR71MoikJISIh+aMnLly/jBY8CAwPJnj27/kdPkSJF0t2BpEqlYu7cuajVahYsWEDfvn3RarX06tXrHa+B6tUVqlfX4O0NixerWbtWzb59huTIodCli5ZevbQULvwZd0SIVBYZGcmOHTtYuXJlvCCHnZ0dXbp0oUePHpQoUYKIiAj8/f3x9/fHz8+PGzei+eefvFy5UpKIiKxvrDGCuMCPopzh7SCQiclrChVyjDdEu2DBKhQsWJD8+fNjlA4jsba2tlSpUoUqVarEezwkJAR3d3fu3LkTL/PI29ubwMBATp8+zenTpxOsz8DAAAsLC/3F3Nxcfzt37tyUK1eOcuXKUbp06XhBdpVKd2xnYwPOznFBpKTnKoqJiSvcnVhA6b/A0qVLKvz8VEREJP4j1Nj4v0LbHzLc7WO/DqKjdUMNg4J0NaeCgnS18+KOk3XHv/Hvh4TEBX1U/wZ94geDoqNTJ6JlZKRQurSudqSrq+66cOH0HUCL+05//vw5vr5+3Lv3ijt3YvH0NODJE3NevLAhONiB6Og8gBlgzL59J6hbt1paN13862PnJMuYv8DEZ5PZZxjz9PRk7dq1rF+/Pt5Z8sKFC9OtWzeKFy/OhQsXOHfuHBcvXuT169ccOHCAAwcOJLI2AyAf4AQU/ve6IGCL7gdrNnTDRbLyvq7r7w+6KZ6DUaufYW1tQJ48WcidOwvGxrovxpcvVXh6QmCgFSEhBokEcuIzNo4LKkFYGIkGfwwMNGTJEoiBwXM0Gh/U6ntoND7EBYJ01y/InTs31apVo3r16lSr1jjTZVYlxdzcnIYNG9KwYUMAHj9+rA8WHTlyhFevXnH48OEEr/vqq6/46aef9AV132ZoCG5uCm5uuvpFz5/D33+r2bFDxR9/qJk3T0WOHArNmumCRTVrKhgbp+qupqjYWN0+PXmi4tEj8PCI5M6dULy9Y3n+3JCAgCxERWV54xU5/r285L+hCI/+vTzG0vI1+fOriYz05sEDd2JilH+Li/63BrVaTf78+XFxcaF06dIULFiKggULEhUVRWioLrgTGhrKixeh8e7HXUJCQggLCyMkJCTe7dDQUGJiYt65v8bGxhQrVoxSpUrFCwjlzJkzxet7JIdKpSJr1qxkzZoVxy94jJVKpWL27NmoVCr++OMP+vXrx7Fjx5g0aRJ58uR552sdHWHKFC0//6xl924VK1eqmTVLzcyZBtSooaVnTy2tWilS90N8kV6+fMn+/fvZt28fBw8eJCgoCND1mXr16tGjRw+aNWsWL/PXzMwMO7v8HDtWgJUr1Zw5o0alUqhfX6Fdu1icnXVZMPb2hsTG5uPFCzP8/e3w98/Lq1clyJUrFwULFiRnzpwZ5njB0tKSChUqUKFChXiPR0RE4O7unmC4mqenp/6kYXBwMMHBwYmud/Xq1YDue8rZ2VkfMCpXrhxlypT54CG6RkaQM6fu8l8gKekfmmFhbweTEg53e/5cxY0bumV02biJvS/xh7tlz64LVgUGxvL0aQh+flFERBgSFWVKdLQZGs2HBAW1mJhEYWGhwcpKhZ2dIZaWRtjbK5iY6DJBTU3B1FRBUSIJCvInMPA5L18+wdfXBz+/R2i1YeiydKP+vcS+sX5VordLlSpDx44dKVGiBK9f6yYbuXBBxYoVahYu1C1nY/NfwKh8eYVy5T5/OYDY2FguX77MqVOnePToEY8fv+bhQxP8/KwIDMxGbKwj4Iwu4//NgG4suplD7wA7AHfU6gcEBfX/vDsgAN3fMbET7GfPnv2oOo0SIBKZQkoGsoKCgti2bRtr167lzJkz+setrKxo164d3bp1o2LFivofak2bNgV0nfbq1Zvs23eXkyefc/NmBIGBtugCQU6AI/Dmr/Jo1OqHqNUBqNUvUKu9MTAIi3cxNAzHxsaAggXtKFw4B8WL58HAIIybN09z+fIJLl26SEREBIGBuqK14eFOdOzYkY4dO+Lk5KSf+rFwYWciIgx4/Trh1NNBQSpevIjm0aNgnj2LwN8/Bggkf34vQkLu8erVDbTah8ATNJoX/HucqGdgYEDBggWpWrUq1aoNoHr16hQoUCBd/JBN7/LmzUvPnj3p2bMnGo2GK1eu6NPSnzx5go+PD8ePH+eff/7hn3/+oV69eowbNy7JQFGcnDmhb18tffvq/i9271axY4eaNWvULF2qwtpaoUkTXXbRV18pmJu/c3WpSlF0/5OPHumy03TDFDXcvx+Bt7eG58+NeP3aHEV5M/0pC7qA639BH91Fd9/Q8Dn58xtQqJADjo6O+kuBApVwdHTE2tpav6bw8HDu3r3LzZs3410CAgLw9vbG29ubP//8M1X23dTUlJw5c1KiRIl/M4J0AaHChQtn2Ay79EalUjFr1izMzMyYOXMmmzZtYteuXYwYMYKhQ4di9p4Ij7Hxf7OfPXoEq1erWb1aTc+ehgwZotCpky5Y9FYSoBDpiqIo3Lhxg71797Jv3z7Onz8f74x03rx56d69O927dyd//vxvvRYuXNAFSbds0RVVLlBAYcIEDd26acmbN+H2jIyMyJUr1ztnIczIzMzMKFu2bILs4KioKK5du0auXLmIjIwkNDSU8PBwwsLCCAsLIzQ0FC8vL65evcq1a9d49uyZPsi0YcMG/XqcnJziBY3KlSv3QbOrvo+FhS447uj4/uFuccW43zXc7dmzWC5fjiIgwACNJoLY2AAg6N9L8FvXSd2Ouw4jKkohKkp33OPtDVmzZqVQoUI4OTmRM2duPD09uXHjxnuHRQMYGhpiZGSEkZFRgttx9z09Pbl5cz83b06lbt26TJgwgY4d3QBd1tPNm7pg0YULKs6fV3HgwH+BTwcHXaAo7uLiopAnT8plGmm1Wi5fvslff13j6NGn3LoVRVRUAcAN6Aa83feeYWDwAAuLfWTL9pKcOUMpWDAWJycD8uSxx8HBAQeHWjg4dMDOzi7DBHHTq0OHDumPD7VaLTNnzmTlypX4+fnh4OBA7969GTJkiP631vtOar1NjjAzucyeAfShNBoNR44cYc2aNezcuZPIyEhAd3amfv36dOnShWbNmiU6TEJRdLNNzZ5twoEDrsTGVtQ/Z2ys4OioUKiQLsXUyUlDoUIKTk4KefOqMDAogG48/seqC0B0dDSHDx9m48aN7Ny5E09PT3755Rd++eUXKlasSIcOHShbtixqtS4zKGtWyJcPFEXLlStXOHlyEzt37sTHx+edWzMzM8PR0ZGCBSvpp3KPS//Oly9fukz5/tIYGBjg6uqKq6trvMe9vb2ZOnUqa9as4dChQxw6dIh69erx008/JUhnT4ytra5+SrduGkJDYf9+XbBo504V69cbYm6uUKaMgoMD5MwZ/9rBQSFnTrCySmqsvirBY//dVyUY1x/3mogIhcePY3j0SMvz50ZER7/9/6MCQvgv+PMowe0cOYxwdCygD/4ULFiQAgWq4ejoSK5cufQFPt/H3Nyc8uXLU758ef1jiqLw9OlT9u/fz6tXr7h9+zY3b97k8ePHmJubkyVLFrJkyYKlpSUWFhZYWlomev/N5RJ7ToJA6YNKpWLSpEm0adOGYcOGcebMGSZOnMiqVauYMmUKLVu2/KCAd758MG6cljFjtBw+rDuDvGyZmoULDXBx0dKrl0L79lpSof52pvLq1SuOHz+Or68vQUFB+kyL4OBggoKCCAkJISgoiKxZs1KxYkUqV66Mm5sbOXLkSOumpzt3797l999/Z9++fTx58iTec6VKlaJx48Y0btyYihUrJvhMffEC1q9Xs3Klmrt3VRgbK7RoodCzp4batRXk9+PHMzQ0xNLS8oO/w3x9fbl69ar+cu3aNR4+fIinpyeenp5s3bpVv2yBAgUoW7YspUqVwtDQkKioKKKjo4mJiSE6Olp/P6nLm89bWlr+W2i7OMWLF6dEiRLky5cvXtBArdYVu7azg2LFdEGkx48fcerUKV68OI27+0nu3r2bYJ/y5s1L1apVyZ8/v74OnoGBAWp1VgwMbN64H/86LCwMLy8vPD09efDgAY8fPyY4OFj/3rzN0dGRUqVKUaZMGcqUKUPp0qXJkSMHRkZGGBgYfNBn/qNHj5gyZQqrVq3i8OHDHD58mAYNGjB+/HhcXV0pX16XMfTdd7rlX72Cq1dVXL2q4soV3fW+ff+9Z9mzJwwa5cypy9yKu4SHQ1iY6q3HVISGKjx+HMjdu8+4dy8Wf3/bfyeEeTN7LQQrKz9y5fInf/5HODlpKVXKBBcXS5yc7LGwcHvvPovPY8yYMcyZMweAOXPmsGjRIn744QeKFCmCp6enPvt5yJAhyVq/HH2KeN41hXxi979UH7of9+7dY+3atWzYsIGnT5/qHy9WrBjdunWjY8eOSZ7hiomBP/9UMWeOmitX1FhZKfTuraVkSXBy0gWF8uQhVeu+GBsb06hRIxo1akRoaCg7d+5k48aNHDp0iAsXLnDhwgVUKhU5c+b89wd0AWxsbNi3bx+enp7x1mVtbf3vWH9d8OfNQFBGSvn+0jg6OrJo0SJGjRrF1KlTWb16dbICRaCbGa1NG4U2bTRERupmRdu5U829e3Dtmop9+1RERqZW5pcWA4NoIAqNJgJdoeXEgz/wDHNzYwoUKKAP/jg6FqRAgTr/ZgIVSNXixnF9pkqVKvFmkxEZm4uLC0ePHmXz5s2MGTMGHx8fOnToQM2aNZk5cyalS5f+oPUYGED9+gr162vw99f9iF6xQs3336sZMUJNu3YKffpoqVBBSdd1KdILRVG4fv06Bw4cYP/+/Zw7dw7N29Vjk3Dq1Cn9bUdHR/2EEm5ubvofyplRcHAwv/76K7///rt+BjIzMzNq165NkyZNaNiwIXkTSf3RaODQIV220N9/q4iJUVG6tMLs2Ro6dtSSAkkq4iM4ODjojwHjBAQEJAgaeXp64uPjg4+PDzt27EiRbV+5ciXefQsLC33QyNHRkdjYWCIjI4mKiuLly5ecPXuWhw8fJliPs7Mz1atX/zcLvVqCDLXkioyMjBcwevr0KY6OjpQpU4ZSpUqlyEyZ+fLlY8GCBYwYMYLJkyezZs0afZmJxo0bM378eFxcXPTL29jw76yz/2VdBQXpjr/eDBr984/qvWUhEmcP2AAPgFsYGv6NszNUq2ZPs2ZFqVOnOAYGKfP+itT16NEj/Wfwtm3bmDlzJi1atACgXr16ODo6MmbMGAkQifdL69m90jutVsuDBw+4cuUKV69e5cSJE1y6dEn/vK2tLe3bt6dbt264uLgkefYgOBhWrFDz++9qHj3SpVLPnKmhRw8tn7lWbDxZsmShc+fOdO7cGV9fX7Zu3cr69eu5cuUKz54949mzZ/EOls3MzPj6669p37491apVS5H0Y5F6ChQowMKFCxk5cmSCQFHdunUZN27cBweKQDcWv3FjhcaN//uhpSi6g5Xnz8HXV8WzZ7rrkBDd8m+O4Tc2VggPD+TVK18CA5/x8uUT/Pwe4uvrw9OnD3j58gm6sfxxl9h4M4KoVCry5MnzxhCwIhQoUP/fYJAj9vb2MkxRfHYqlYoOHTrQtGlTZsyYwcyZMzl+/DgVK1akd+/eTJgwgezZs3/w+uztYehQLUOGaDlzRsXy5Wo2bVKxapUhZcroTip07Kgla9b3ryszCQoK4vDhw+zfv5+DBw/GmzELoGjRohQtWhQrKyt9PaysWbNiZWWFpaUlWbNmxc/PjzNnznLixDM8Pe3w9i6At7cxGzeGAycxNLxE9uy5yZYtF7a2ObCyyoZabUxsrJrYWN1JoOho3XVMDMTG6mq5FSig4OgIBQooFCyou/3GqNV0TavVsn79esaMGYPfv0XXGjduTL9+/ahZs2aSQyq9vXXDJ9euVfP4sQorK4VevXTDJ2W2zPTFzs6OevXqUa9ePf1jQUFBXL9+nStXrnDv3j1UKhUmJiYYGxtjZGSEsbGxfubLuNtxz739mLGxMQEBAdy5c4fbt29z584d7t+/T1hYGJcuXYp3XP02AwMDypYtS7Vq1ahatSpVq1b9qM/Tj2FqaqrPcEptBQoUYPHixfpA0bp169i7dy979+6ladOmjBs3LsFwwjhWVlCzpq42ZJyQELhxQxcwCgzUDe0zN9cSERHI06f3cXe/wu3bF3j27D4Qpr8YGcVQuXI56tSpTe3atalQoY9k+H+hbGxs8PX1JW/evAQEBFCwYMF4zzs5OfH8+fNkr18CRCLTioqKIiwsjFGjRhEYGEh4eDgajYY///yT1q1bkz9/fgoUKEBERATFixfHysoKtVodb6hJnBkzZvD6tSVnz1bgwoWyREUZ4eqqZcoUDS1a6GY2Sk8cHBwYOHAg/fv359y5cxgYGPDw4UO8vb3x9fWlYsWKNGvWjCxZsrx/ZSJdSSxQFJfaXLduXX1GUXKCKyoV+lntihVTCA4OxsvLC29vb3x8fPQ1eby8vHj48CHR0dHvXJ+VlRWOjk7x6gDFXfLlyxevwKkQ6YmFhQUTJkygR48ejB49mm3btrFkyRI2b97M6NGjGTBgwEf9/6pUULWqQtWqGmbM0GUVLV2qZuBAA0aNUtO+vS5YVL585s4qio6O5ueff2b27Nnxirmbm5tTu3ZtGjVqRIMGDZLMMnjxAi5eVHHunIqLF1VcvNiLV68Se0OjiY2N4flz3QVigBf/XseiVsdiYKDBwECLgYGCoaEWQ0MVz5/n4dSp7ISHx8+otbbWBYoqV9bSt6+Wz/Cb9KNdvXqVwYMHc+7cOUD3A2PWrFn6SRPeFhkJO3aoWLVKzZEjuv2tWVPLzz9raNkybWvXiY9jZWVFjRo1qFGjRoqts3nz5vrbsbGxeHp66gNGT548wcTEBFNTU0xMTMiSJQvly5enUqVKn33Wzc+pUKFCLFu2jBEjRjBp0iQ2bdrE33//zd9//02LFi0YN24cpUqVeuc6FEUhMPARwcF3iI6+w+PHd/Wz4L09w6mBgQEVKlSgVq1m1K5dm8qVK7+3bp74MjRp0oSZM2eyfv16GjVqxPLly5kzZ47+2H7JkiWJzpb8odLZz1YhPl14eDhPnjwhKioKMzMzRo4ciVqtRqVSER4eTv369bG3t9enoMcFhEBXU8jV1ZXs2bNjbm6OlZUVo0ePTpB99eb9unV/ZPPmZty8WRRFUVOs2H2qVbtA/vxP8PGBOXPSd7aWjY0Nzs7OuLnJ2OKM5M1A0bRp0+KNgXd0dKRBgwY0bNiQWrVqYf7vkXxsbCxRUVFERkbqU78jIiLw8/PTB37igkA+Pj4EBAS8sw2Ghobkz5//jSLQbw4Jc8TGxuZzvBVCpJr8+fOzYcMGvvvuO4YNG8b169cZNWoUS5YsYdKkSR9cn+hNtrYwcKCW77/Xcvq0iqVL1axfr2LFCkPKltUNP+vQIW0zUtPCnTt36NGjB4UKFdLX/LOzs9PX/VKr1fTt2zfeaxRFFxBasULNsWMqvLz++1sUKaLQuLFCxYpaKlZUcHbWzWZkaKj7EXb3rgfnz5/n7NmznDt3Dnd3d/1rtVrdJfEJB1VUq9aSWrV6UqBAHZ49M8HbW4WXFyxZombBAgNq1tTSr5+WZs0U0voEfkBAAOPHj2fZsmUoioKFhQWjR49m8ODBzJ8/n1u3bgH/Hcdcvw4rV6rZuFHNq1cqLC1DqFnzJgsXurJjxwyeP4cFCxLfVno+FhKpx9DQUJ/VF3e8nZkVKVKEVatWMWrUKH777Te2bNnCjh072LFjByVKlKB8+fK4uLhQtmxZgoODuXPnjj4IdPfuXUJDQxNdr5GREcWLF6dWrVrUqlWLatWqpchQOZH+jBs3jpYtW1KxYkVcXV3ZuXMnR48excnJCS8vL169evVJE6hIgEhkGFqtlmfPnuHv76+fXSM6OpoVK1bE+0I6duwYrVu3Rq1WY2ZmxrfffouFhQXm5uaYmZmxfv36BAGhhNuC+/cLcepURcaMMcLIqAiurteoWvUi2bK9StX9FCkvo9baAl2gKG4M/LRp01izZg3e3t4sWrSIRYsW6dPHIyMjP7hux5uyZ88eLwAUF/xxdHQkd+7cmbaGh8hcqlevzrlz51i3bh3jx4/Hy8uLDh06kDNnTmrUqEGtWrWoWbMmhQoV+uCAkUoF1aopVKumYdYsWLdOl1U0YIABI0eq6dBBS+/eWt4oYZEhKYrCggULGD16NJGRkTg7O5MvXz5sbGwSfF6D7vM8MtKYa9dK4OPTgBs3VJia6up6dO2qCwZVqKDwrvi0SqWmRIkSlChRgl69egG644nQ0FD9jFERERH622FhYbx48YI///yTY8eOcerUdk6d2o6lpSVt2rShW7duVKlShefPdcMIly9X07GjIblyKXzzje7v+BEzEKcIjUbDsmXLGD9+PK9e6Y5b+vTpQ+7cuVGr1fEy4CIiTFi8WM2UKf48fZoTtVrD118rWFtvo3DhBxgYKDg5uSa1KSFEIooWLcratWv1gaJt27Zx+/Ztbt++zZo1a5J8nZGREYULF6Z48eLxioE7OTnJkLFMwsrKigMHDrB27Vr2799Pvnz50Gq1REdH07p1a3r16kXu3LmTvX45cs/A3hfkyEiCg4N59OgRUVFRgC4rJnv27ERFRTFgwADCwsLQarWYm5uzePFiHj9+jJmZGSqVKtEDzKTExBiwYoWKuXP78OJFNrJkCWXiRA0xMX9gYRHxztdmpKDDl+5j/xYZoX5XXKBo2rRpHD16VF8o8eHDh/GGasQxNDTUp39ny5aNQoUK6TOA3rzIMEQhdAwMDOjevTutW7dm5syZzJ49m+fPn7N582Y2b94M6KaarVmzpj5gVKBAgQ9at50dDB6sZdAgLSdP6rKK1qxRs2yZARUraunfX0vr1roMmIwiJiaGLVu2cOTIEcLDw2nSpAmhoaEUL148yR9BV67AX3815Pr1EkRHG+PsrNCkyT+UK3cLc3Pd7KNffZW8z29jY2NsbW3fWY/v22+/xcfHh3Xr1rF27Vq8vb1ZuXIlK1euxMnJiYEDB/LTT/0YNUrLrl0qFi1S88svBkyerKZFC4XvvtNSrVrqDyM8ffo0Q4YMwcnJiTp16mBmZkaPHj24cOGCfhlFAS+vfFy6VIZbt5yJjTUgWzZjGjY8QrlyN/nf//ozY4bnO7aSUEb4LhUipZUoUYINGzYwa9YsLl26xJUrV7hy5QrXr1/HysoqXhBIAkEijpGREb169dKfxEhJEiASX7SXL1/GG+pibGz8//buOjyK62vg+HclLoRAhCQkIXhxtxIspbglQHBoCxQrFClatFjxUlyKu2tL4YdbsGLFgkMIIUCc2O6+f+TdKcEJgYTkfJ4nD+zO7J27u3N3Zs7cey7u7u5Kl0obG5uXAkAdOnR47+BZdLQFx46V5NixUkRHa3F0NNCkyXaKFbvIwIE/MnHim4ND4tPKyD2CPpS1tTX169enfv36GAwG7t69i06nU4JBxn9lZi4hUsba2pphw4bRv39/jh8/zr59+9i/fz/Hjx/n3r17LF++nOXLlwNJgdsqVaooQSM3N7c3lq1Sgbe3AW9vHaGhSYmB58xR0769lp9+SuqN0qmTng+4cZjmxo8fT2hoKCEhIaxcuVLp8evm5sa4ceOYNGlSsvXj4kw4d+4LAgJKMGiQCRpNEQoXvkLZsmf4/ffmTJqUPCnuxw5SeHp6MmTIEAYNGsThw4dZsmQJ69atIzAwkJ49e3L16lUmTZqEr68aX18dFy/qmDNHzbJlatat01KokIHvv9fTsmXqDyN88OABAwcOZMWKFUDSDFEuLi44ODjg7e1NQEAAERHWnD5dhAULtFy/3goTk3iKFfuXSZMKcfjw3FQPXsnxWYgkzs7O1KtXj3r16qV1VUQmly4CRPPmzWP69OmEhIRQuHBhxo8f/8pEwEI878mTJxQtWpQqVaoA4OjoiIuLS6pe2IaG2tO9u5qFC7uRmGhC7tw3mTIlJ+fPz//gkyQ5KUrytmDOmx6/Smb+LN+XSqXC3d09rauR5qQtZi6fqheDubm5EvyBpPx4R48eVQJGJ0+eVKaWXrx4MZCUGNj4mipVqpDjDeOOsmeHPn2SZkDbuVPFrFlqxo7V8OuvSb1Runb9NL1RPsTz30V8fDxPnz7lwYMHynBXJycnXF1dyZ49O1qtNtnwvKAgR7p3V7N4cQ/i4szIlu0J48friIj4XenRm5bvXa1WU7lyZSpXrsyUKVOYNWsWgwcPZsaMGYSHhzN37ly0Wi2FCsFvv+n55Rc9K1aomTUrKTn5oEFq2rRJmgmsWLEPq0t8fDyDBw9WPltfX1+yZMmCp6cnWq0WnU7N5s0qlizx48qV3BgMasqW1VO06E6KFLmEuXk8FSt+wZEjqfPZCCHE5yq9xC127drFtm3bsLOzo1WrVuTPn19ZFhYWRtu2bdmyZUuKyk7zANGGDRsYMmQIkydPplSpUsyePRtfX19OnDjx0aY2FJ+3uLg47ty5Q0REBKGhoVhYWODh4YGVlVWqlG8wwM2bOTl0qCyXL+dFo4HChS/x5ZfHcXEJoVatvvx/zsZU9aHDnl6UXi905WJcfIhXXdx/SJDxVfvg5zIM4kPf5+cqtb/vT8XS0pIaNWpQo0YNAKKiojh8+LASMDp9+jSBgYEEBgayYMECIKmHh3E4mre3N46Oji+Vq9FAvXoG6tXTcflyUm+UJUvUrF+vpUgRA1276vD3N5BKh8j38qrvwmAwEBsbi7m5uTJ5xMOHD3n69Cnr1q3D19cXCwsLnJycWLRoEdOnT1fKiI6GkyeLEhBQgnv3XDAxMVCgwHXKlv0HL6/b/Phj3xT16P3Y+4i1tTX9+vXDxcWF7777jmXLlhEeHs7y5csxNzcHwNYWvv9eT+fOeg4cSAr4zZmTlNS6VCk9HToYaN5cz/vmnN21axe9e/dWZkeysrLC3d2dIUOG0rv3Ms6fL8iZM4WJitJiaelKxYonKV36LBMmtGfixLOp/VG81Ye274/x+51efkOE+BCp3bZelJ6Otx9LeolbrF27li5dulCjRg2uXbvGvHnzmDZtGs2aNQOSbgocPnw4xeWrDMZsvmnEx8eHEiVKMGHCBCAp0XDhwoXp2LEjP/7440vrx8XFKXlmACUZ8TfffMM///yDqalpiqZvzgjeNqPQi7Jly5bsNan9+GNsEyA2NhaDwYBKpcLMzOyt3/e7bsNggLg4M+LjbYiNBZXKgIVFLC4u5kREpO37Tq1tvshgMBAfH5/idvO5vO/U3uarPkuRMm/bR9Pr9/2hbed9vapO6bFtfQxp8T7Tgk6nIyYmRvmLjY19aR0zMzMcHBzeOhW0Xg9hYfD0qYr4eFCrwc4OsmY1YGr6ceoP7/5d6fV6DAYDOp0uWXJ8nU6HhYWF0hPY+JrERA3PnpkTF2eBXg8ajQ5z81hcXCwJD/+89uvIyEju37+PwWBQAmGvm3o6MRHCwyEsLOl7VKmSAkl2dm+fRj40NJSEhATl81WpVKjVZuh0FsTHm5CYaIbxozc1jcfBwYT4+MdKr6uP0bZelF5/x9LrOcKnPu6kBx9jH/vYdUiv54ifqm3Z29vTpk0bevfunYq1TzmdTkdgYCB58uRJNspEr9crOTifb09mZmbJkvQ/733jFh+Lt7c3rVq1onPnzgBs3LiRHj16MHbsWNq0aUNISAgFCxZ87/ZilKYBovj4eFxcXFi8eDF169ZVnu/SpQvh4eHKGOnnjRs3jvHjxyuPra2tuXDhAtWqVePu3bvY2toSERGhLH/x8au87TUf+vhTbTMji4+P59GjR0pw0NzcHAcHh1RL0hYVpeHJEy2JiSq0WgNZsuiwsdGhVqdp/DTVyT72cbzY3jPKb0pKtplZSdt6N5/D+05P7Vmv16PX64mJiUl2wqrT6bB8LkLwpm0kJJiSkGBLTIwaSAoGmJvHYGqaALz+GJda+21CQgKJiYnodDr0ej06nY6oqKhkyfGtra2xs7PD9P+jVzqdimfP1MpfYmLSybuVlR5b20QsLPTvtO208rbv22AwkJCQoNzkTExMxNLSUrlIedVn/fjxM2JjLYiLMwNUaDQ6zMxi0Wh0WFlZ8OxZNJB0c0ulgrCwpxgMOsAcU9OsGAxWJCQkla9Wg6WlDgsLPZaWejSajHWukx59zN+Qz+kcIT0cC9OiDpnpfCxnzpxMmzYtzbb/rtRqNe7u7pQrV46HDx8qz/fv358BAwa8tH5K4hYfi5ubG4cPH8bDw0N57uDBg7Rs2ZIRI0ZQr169DwoQpekQs8ePH6PT6V7qkuXg4MC1a9de+Zoff/yRrl27Ko+NB1d/f3+ioqLo379/sp2yd+/eTJ48+Y31eHGd1H78qbaZEcXExDB69GimTZuGTqfDzs6OMWPG0K5dO9Rq9QeXf+OGip49tezeraFQIT0DBiTSqJGejDoz96v2IWNX/8yyT30ML7b3jPKb8i7bzKxed0dKfP7Sa3v+9ddfCQkJ4eHDh6xbt466devi7OxM9uzZ+emnn966zZ9/XsDx4yU5ebIYERGWZMv2mPLlT1Oy5DnMzeN40YccE+Lj49m8eTNz5sx5bTf3LFmy8O2339KlSxfs7Nw4dEjN3r1q9u1Tc+5c0vHd3NxAlSp6qlfX06KF7pNPBZ9S7/J9x8XF8eDBA2VoXZ06dbC2tsbZ2Zlhw4YxZcqUV5YRG2uKk1NPxo0L4d69pGzkkZFvro/BYKBiRT01aiT9FS9uIBVOocQHSOlvRmxsLP3793/puJMezhFe9RuRGa9dXkXOx9LO23oQHT9+/KUeRK+SkrjFx2JjY0NISEiyAFHlypVZtWoV/v7+BAUFfVD5n91l8IvdvvR6PZGRkcoXq9Fokn3JLz5+lbe95kMff6ptZjR79uyhW7du3LhxAwA/Pz8mT56Ms7PzB5cdHw+TJ6sZM0aNWg1jx+r44Qc9JiYqION9lkb9+vVL9rh3795cuXKF/Pnzo9FoXlou3s2L7T2j/Ka8yzYzO41GI59DBvOq38H00J5NTExwdXUlW7ZsVK1aFb1eT1BQEEFBQXh7e1OuXDmyZMmClZXVK19vbx9B7dr78PE5xLlzBTl6tDTbt3/F339XoUSJC5Qvfwonp9A31uFVoqKiuHv3Lvfv3ycoKIhLly6xfPlygoODldcVKFAAe3t7smbNip2dHY6Obnh79yMgwIb27VUcP64iMVGFRmOgTBkDAwfqqF7dQPnyBv475ft82tmL+9Crvm9zc3Ny5cqFi4sL9vb2PHnyhKioKAIDAylfvjxff/01dnZ2qFSqZN+FhUUCnTpBRMQSnj7NQkyMBb6+rZgxYz4PH4aTmKjh1KmLNGzYjMqVv8LTU4239/M5qCQylB68aR951flYv3790Ol0XLly5ZXHnXc5f3vf36lX1eF9t5mS12REb/u+3/eYkRHz+3xsL7YblUpFQkICNjY2qdLp4FMqWbIku3fvpkyZMsmer1SpEitXrsTf3/+Dyk/TAFG2bNnQaDQ8evQo2fOPHj16ZSJGkTmEh4fTu3dvli5dCiR1o/vtt99SbdrHQ4dUdOum4dIlFXXq6Jk6VYenZ6oULTKpzHKgzizvU4j0zNzcnL/++ovBgwfz8OFDYmJiOHHiBO7u7jx48ABLS0t279792tebmCRSqtR5SpY8z507rhw9WooTJ4px/HhJvLxuUbz4Reztn3LzJvTs2ZcXR3I/e/aMQ4cOsWfPHvbs2cPZs88nMtYC2QFH7O298fb2o2jR6sTF2fHokYpHj+DyZVizxsDEiUkn6oULJ824Vq2agcqVDaTTkYcf5MXfzucTuZqZmfH7778zduxYHj58yKNHjzh37hx58+bF3NwcJycn4uPjX1lu1qzhWFg8ZOjQGhw6dAiAL7/8kjNnZpMvX77/X0uGj30OPsXx9cVtvO2x+Hje97OW7ybtpae4RdeuXTl+/Pgrl3355ZesXLmSVatWpbj8NA0QmZqaUrx4cfbv36+M5dPr9Rw4cIDvvvsuLasm0khiYiLNmjVj7969qFQqunbtysiRI9+akPNdPH4MAwdqWLRIjYuLgVWrEmncOH1PASw+X+97IpYeT9zkhESI9EmlUmFvb4+9vT0JCQl8/fXXBAQEEB4eTkxMDHXq1KF9+/a4urq+doZPlQo8PO7j4XGfiIg9nDhRgoCAEmzYkHQ+Nn8+qNUGcuQAe/soVKrbhIWd4/79M+h0NkAeoCLgiFrtBDih1/83xdaTJ7BpU9IfJCVWdnCA7NkN1K4dRqNGNlSvrsLJ6SN+UJ8RExMT3NzccHZ2pkCBAly9epXY2Fhu375NgQIF8PPzI3v27KjVah4+fEh0dDSRkZE8ePCAQ4cOYWVlxZgxY+jcufNndzdcCCHSu/QUt6hUqRKVKlV67fLKlStTuXJl5fGUKVP45ptvyPKO02Cm+RCzrl270rVrV0qUKEHJkiWZNWsW0dHRtGrVKq2rJtLA4MGD2bt3L9bW1mzbto2KFSt+cJkGAyxbpqJ/fw1PnkD37jqGD9dnyLuUInOTgI4QH0d6blsmJia0b9+e0NBQEhMTCQ4OxtTUlMjISC5fvoydnR2XLl16Yxm2ttHs3FmehAS4fDmBkydD+N//rnPmzBNu3dJx/34OwAPwB1r+/3afkTVrAm5uZri4mODgAA4Ouv//14CjY1IwKOlflNnTkobJ3FOGNovktFotAwYMYPz48YSGhvLw4UPu3bvH3bt3CQoKwmAwMGjQIHx9fZXX+Pj4MHPmTDylO7QQn6X0cFNQvN3nGreYMmUKjRs3/nwCRE2aNCE0NJQxY8YQEhJCkSJFWLdunQwxewcZ7cdj1apVSlLGBQsWpEpw6MoV6NFDw759akqUMLB1q45SpaS7tcgcpAuzEB9HareVV5WXkm1otVrc3Ny4ePEiEyZM4MmTJ4SFhVGiRAk6duxIjhw5lJnCnpeYmMiGDRuUYWPG3H9GNjY2VKlShapVa1KihA+lS+fGwkLLf6eRupfKFK/3Lt+tRqPByckJBwcHZsyYweHDh5WZXFUqFQEBAXh6etK2bVvatm2baaY9F0KItPK5xi3ed9L6NA8QAXTq1IlOnTqldTVEGjp79iydO3cG4KeffqJx48YfVF5sLIwfr2bCBDWmpjBpko4uXTLu7GRCvAu5QyVE+pCStvc+r/Hw8MDT0xMnJyeCgoLQ6/WEhoby5MkTrK2tUalUhIeHY2ZmxtWrVzl16lSyE0itVku5cuWoXr06Pj4+lClTBq0cQD+q132/arWajh07EhYWxrNnz9BoNCxevPiVgT4hhBAfV2aIW8jRXqS5x48f06xZM549e0bNmjUZMWLEB5UXFga1a2s4dUpNo0Z6Jk/W4eaWOnUVQgghXpQWOcTeZRsWFhbkzp2bgwcPsmDBAiIjI4mIiABg/fr1ydYtWLAgNWrUoEaNGnh7e6dK7j+Rci9+n5l19ichhBCfVoYMEL3tpOn52SNE2tLpdLRt25abN2/i5eXFkiVLPignQVgY1Kmj4Z9/VCxZkoi/vwwnE0IIkfm8eO5TtmxZjh07xo0bN4iPj8fb25tnz57h4OBA9erVcXV1TaOaCiGEECK9yDABoiZNuhEVdS2tqyHe09ChQ/n777+xtLRkzZo12Nvbp7is8HCoW1fDmTMqli3T4esrwSEhhBACkvLWVKhQgQoVKqR1VYQQQgiRTmWYeTArVzZnwAB3QkLSuibiXa1bt44JEyYAMHfuXIoWLZrisiIioF49DadPq1iyRIJDQgghhBBCCCEyt/Lly2Nubv7O62eYHkQdOiQyfrwdJUrAr7/qaNPGQEab0CEjJZS9cOECHTt2BKB37940a9YsxWVFRiYFh06cULF4sY6mTSU4JIQQQgghhBAic1u7du17rZ9hehANHpzIihVX8fQ08N13WurU0fDCLK1v1LdvX+VPfFxPnz6ladOmREdHU6NGDX755ZcUlxUZCfXrawgIUPHHHzqaN5fgkBBCCCGEEEKIjCchIYGhQ4dSsmRJatSowbJly5ItDwkJIVu2bCkuP8P0IALInz+W/fvjmTXLhOHD1ZQooWX4cD09eiSf3vxdgkASKPo4dDod7dq14/r163h6erJs2bIUT50bFQUNGmg4elTFwoU6WrSQ4JAQQgghhBBCiIxp0qRJrF69mu7duxMeHs7gwYM5efIkU6dOVdYxGFJ+XZxhehAZabXQq5eeM2cS+fJLA/37a/jySw1nzqR1zQTAyJEj+fPPPzE3N2f16tUpjm5GR0PDhhqOHFExf76OVq0kOCSEEEIIIYQQIuNau3Yt06ZNo0ePHgwZMoS9e/dy8OBBunXrpgSGVB+QayfDBIguXbqULFKWKxds26Zj4cJEbt1SUbGilkGD1Dx7loaVzOQ2bdrE2LFjAZg1axYlSpRIUTmxsdC4sYZDh1TMm5eUb0oIIYQQQgghhMjIHjx4wBdffKE89vLyYuvWrQQEBNC5c2d0Ot0HlZ9hhpjVr18fGxsbunTpQqtWrbCzs0OlgtatDdSsmUjfvhomTtSwcaOamTN1VKv2YUEFGYL2fi5dusQ333wDwA8//ECrVq1SVI7BAB07ati3T82sWYm0bSvBISGEEEIIIYQQGZ+joyM3b97E3d1dec7FxYUtW7bQoEEDunXr9kHlZ5gAkampKVevXuXHH39k0KBB+Pr68u2331KxYkUcHZOmPm/ZUk/37hq+/lpL+/Z6xo/XkTVr2tX5xSDT2x5/rsLDw2natClRUVFUqVJF6UWUEiNGqFm9Ws2gQTq+/VaCQ0IIIYQQQgghMgdvb2/WrVtHlSpVkj2fI0cONm/eTP369T+o/AwTIDpy5AjTpk1j+/btXLx4kWXLlrFs2TIKFCjAN998Q+vWralVKzv//JPIsGFqfv9dzd9/a1m1Ske5cqkfaMgowZ0Ppdfr6dChA1evXiVnzpwsX74cExOTFJW1ZImKMWM0+PvrGTZMn8o1FUIIIYQQQggh0q++ffty7dq1Vy5zcXFh27Zt7Nu3L8XlZ5gcRHZ2drRs2ZITJ05w8OBB2rdvj6WlJZcvX+ann37C09OTvn37YmVlYNIkPfv361CpoHp1DfPmqXlbou++ffsqf+LdjRkzhm3btmFmZsaaNWtwdHRMUTn79qno0kVDpUp65s5N+u6EEEIIIYQQQojMwt3dnRo1arx2eY4cOWjRokWKy88wASIjlUpFuXLlmDt3Lnfu3GHGjBmULFmS+Ph4fvvtN1auXAlA+fIGjh1LpGJFA926afj+ew2xsSnfrgSQXrZ9+3ZGjhwJwIwZMyhVqlSKyrl0CZo10+DhAWvX6jA3T81aCiGEEEIIIYQQn7+wsDBWrVqV4tdnuADR82xtbenYsSPHjh1j2LBhQFIgJzQ0FABHR9i5U8ePP+r44w811appuHMnLWuccVy9epV27doB0LVrV9q2bZuickJCoFEjLWo1bN6cSPbsqVlLIYQQQgghhBAiY7h79+4HJarO0AGi5/Xr149ChQoRGhpK//79lee1Whg/Xs/SpYlcuqSifHkt+/bJ+KUPERkZiZ+fHxEREVSqVIkJEyakqJxnz8DXV8P9+7BunY68eVO5okIIIYQQQgghxGciIiLijX9RUVEfVH6GSVL9NqampsyePRtvb2+WLl1Kq1atqF69urK8eXMDX3yRSPPmWmrV0jB2rJ5evfSS6+Y9GQwGvv32Wy5fvoyLiwsrV65MUVJqvR6++UbD8eNqFi9O5MsvZcYyIYQQQgghhBCZl6enJ6o3BCkMBsMbl79NpgkQAZQrV44uXbowc+ZMunXrxunTp7GwsFCWFykCR44k0r69hv79NZw8qWLhQh1mZmlY6c/Mr7/+yqZNmzA1NWX16tU4OzunqJyff1azfr2aYcN0tGghwSEhhBBCCCGEEJmbtbU1ffr0oXTp0q9cfv36dX788ccUl5+pAkQAI0eOZPPmzVy/fp1Ro0YxZsyYZMvt7GDDBh2//GLgl180qNWweLEOdaYZjJdyf/31F0OHDgXgt99+o1y5cikqZ8ECFRMmaGjTRs+gQTKdvRBCCCGEEEIIUaxYMQAqVar0yuW2trYY3jZF+xtkurCHra0t06ZNA2DixImUK1eO2bNnExYWpqyjVsPQoXoGD9axerWaQYMy3cf03q5fv06bNm0wGAx07NiRb775JkXl7N6tont3DVWq6Jk1S6azF0IIIYQQQgghAPz8/DB/w7TeTk5OyXIuv69MGflo0KABffv2xcTEhDNnzvDDDz/g7u7Od999R3h4uLLe0KF6OnTQM3myht9+y5Qf1TuJiorCz8+PsLAwypcvz+TJk1NUzoUL4O+vIXduWLNGh6lpKldUCCGEEEIIIYT4TLVr147OnTu/drmjo6MEiFJizJgx3L59m4kTJ1KoUCFiY2NZsmQJderUUXoTqVQwY4aO2rX19OunZu1a6c7yIoPBQKdOnbh48SLOzs6sWrUKsxQkbQoOTprO3swMtmxJJGvWj1BZIYQQQgghhBAik6hYsSL37t175/UzbYAIIHv27Pzwww+cPn2aPXv2kC1bNk6cOEHt2rV5+vQpAFotrFiho1QpAx06aNi/X4JEz5s8eTLr1q3DxMSEVatW4eLi8t5lxMRA48YaHj6E9et1eHl9hIoKIYQQQgghhBCZyN27d0lMTHzn9TN1gMhIpVJRuXJl/vrrL7Jnz86pU6eoVasWT548AcDKCjZv1uHuDn5+Gs6fT+MKpxO7d+9m8ODBQFKgqGLFiu9dhk4HbdpoOHVKzcKFOsqXlxnLhBBCCCGEEEKIT00CRM8pWrQou3btwsHBgTNnzvD1118rw80cHGDr1kTMzKBBAy1376ZtXdPazZs3ad26NXq9nvbt29OpU6cUldOvn5qtW9WMHq2jaVMJDgkhhBBCCCGEEGlBAkQvKFy4MLt27cLR0ZGzZ88ybtw4ZVnu3Ek9icLCoF49Lf8/Ci3TiYmJoVmzZjx58oTSpUvz22+/oUrBdGPTp6v5/XcNHTvq6NtXprMXQgghhBBCCCHSigSIXqFQoULMnTsXgLlz5yr5iABKlTKwapWOa9fA11dDbGxa1TJtGAwGunTpwtmzZ3F0dGT16tVvnGbvdTZtUtG3r5patfRMm6aX6eyFEEIIIYQQQog0JAGi16hduzZFihQhKiqKmTNnJlv29dcGZs/WceiQmvbtNeh0aVTJT8hgMLB9+3YqVKjAypUr0Wq1rFy5kpw5c753WQEBKtq101CsGCxfrkOr/QgVFkIIIYQQQgghxDuTANFrqFQq+vXrB8Dvv/9OdHR0suVt2xoYOVLHhg1q+vZVY8ig6XOeDww1btyY06dPY2VlxezZs6lcufJ7l3fjRtKMZdmywaZNidjYfIRKCyGEEEIIIYQQmdzkyZNxcHB45/UlQPQGfn5+eHl58fjxYxYuXPjS8v799XTurGPGDA2TJmWsj/J1gaF+/fpx7do12rZt+95lPnmSlOA7Lg42b07ExeUjVFwIIYQQQgghhMig9Ho9y5Yto3nz5lSoUIGKFSvSokULVq1aheGFnitNmzbFysrqncvOWFGNVKbVaunTpw8AU6ZMIT4+PtlylQqmTtXToIGeQYM0LF/++SfS0ev1bNu27bWBodGjR5M9e/b3LjcuDvz8NNy4AatX6yhS5CNUXgghhBBCCCGEyKAMBgMtWrTghx9+4MGDB3zxxRcUKFCAu3fv0rVrV1q3bv1B5Uv2l7do06YNo0aN4t69e6xcuZJ27dolW67RwNKlOmrVgo4dNTg56fDx+XzGmxkMBs6ePcuBAwfYv38/hw4dUpJyW1lZ0bVrV3788ccUBYWM9Hr47jsNhw6pmTcvkRo1Pp/PRwghhBBCCCGESA9WrFjB0aNH2bx580spXw4cOEDr1q1ZtWoV/v7+KSpfehC9hbm5Ob169QJgwoQJ6F6RkdrCAjZs0JE7NzRrpuHMmU9cyRRKTEzEz8+PsmXL0rdvX7Zu3crTp0+xtbX94B5Dzxs2TM3q1WoGDdLRrp0Eh4QQQgghhBBCiPe1fv16fvzxx1fmA/b29qZnz56sXbs2xeVLgOgddOzYkaxZs3L16lV69+5NYGDgS+tkywbbtiUlXW7YUMvNm2lQ0ffUp08ftm7diqmpKbVq1WLMmDEcPnyY4ODgVAkMASxYoGL8eA2tWukZNkyfCrUWQgghhBBCCCEyn4sXL+Lj4/Pa5V999RUXLlxIcfkSIHoHNjY29O7dG4BZs2bxxRdfUKNGDZYuXUpCQoKynocHbNmSSHQ01KunJTQ0rWr8djNmzGDWrFmoVCqWLVvGli1b6Nu3L2XKlEGbSvPO//WXiu7dNVSpomfOHB2qzz9FkxBCCCGEEEIIkSaePn36xlnJHBwcCAsLS3H5EiB6Rz/99BOrVq2iVq1aqNVqDh48yLfffsu3336bbL1ixWDtWh23biVN5x4Tkzb1fZMdO3YoybdHjx5No0aNUn0bZ89CixYa8uaFNWt0mJqm+iaEEEIIIYQQQohMQ6fTvbFDh0ajITExMcXlS5Lqd6RSqWjSpAlNmjTh3r17LFmyhJEjR7Jq1Sq+//57KlasqKxbvbqBBQt0tG2rpXXrpABJKnXK+WBnz56ldevW6PV6OnTooASKUtO9e9CokRYrq6QeVVmzpvomhBBCCCGEEEKITMVgMNC1a1fMzMxeuTwuLu6DypceRCng5ubGoEGD6NChA5DUu8hgSJ582d/fwPjxOrZtU/PDD2oM6SA384MHD2jcuDFRUVFUq1aN6dOno0rlcV83bkDt2lqePoVNm3R4eqZq8UIIIYQQQgghRKbk7++Pg4MDtra2r/xzcHBI8QxmID2IPsiwYcNYvXo1AQEBrFmzhubNmydb3quXnvv34bffNLi6wuDBaZekOSYmRun9lC9fPlatWoVpKo/7OnpUhZ+fhthYWLdOR6lS6SAqJoQQQgghhBBCZAAzZ878qOVLD6IP4OzsTN++fQEYMmQIsbGxyZarVPDrr3r8/PSMGKFh0aK0ydKs1+tp3749p06dIlu2bGzevJmsqTzua9UqFTVrarC0hP37E/HxkeCQEEIIIYQQQgiRWnQ6HRcuXODZs2cvLYuJieHChQvo9SnvmCIBog/Uq1cvXF1duX37NtOnT39puVoNCxfq8PbW06WLhp07P32QaMiQIWzatAlTU1PWrVtH7ty5U61sgwFGj1bTtq2WYsUMHDqUSOHCqVa8EEIIIYQQQgghgNWrV9OjR49XjgYyNTWlR48erF27NsXlS4DoA1laWjJy5EgAxo8fz6NHj15ax9w8achVgQJJM3udPPnpgkR//PEHEydOBGDu3LlUqlQp1cqOi4MOHTSMGKHB11fP33/rcHJKteKFEEIIIYQQQgjx/5YuXUr37t3RaDQvLdNqtfzwww8sXrw4xeVLgCgVtGrVihIlShAREUHnzp15+PDhS+vY2cHWrYnY20PDhhoCAz9+vdasWUPXrl2BpF5ELVu2TLWyQ0OhVi0NK1ao6d9fx/LlOiwsUq14IYQQQgghhBBCPCcwMJAyZcq8dnnJkiW5evVqisuXAFEqUKvVTJw4EbVazbZt2yhYsCBjx44lJiYm2XpubklBooQEqFdPyyviSKlmzZo1tGvXDp1OR7t27fj5559TrewrV6ByZS0BASrmz09k1Cg9atmThBBCCCGEEEKIjyYmJoaIiIjXLo+MjHxlfqJ3JZf1qaRy5crs2bOH0qVLExUVxbBhwyhUqBDr1q1Ltl6hQrBhg47796FRIw1RUalfl9WrV9O2bVslODR79uxUmc5er4eFC1V8+aWWJ09gxw4dbdtKMmohhBBCCCGEEOJj8/LyIiAg4LXLjx07hpeXV4rLlwBRKqpUqRKHDh1iyZIleHh4cP/+fVq2bMmcOXOSrffllwYWLdJx+rSKFi00JCSkXh1WrVpFu3bt0Ov1tGvXjjlz5rxyfOL7unQJatTQ8P33WvLnN3DwYCJVqkhwSAghhBBCCCGEALhz5w49evSgWLFi5MiRgxIlSjB27Fji4+OTrXfhwgVq166Ns7MzhQoVYtq0ae9Uvp+fH6NHj+bChQsvLTt//jxjx47Fz88vxfXXpviV4pXUajX+/v40atSIgQMHMmPGDHr06IFOp1PyAQH4+hqYPFnPjz9q6NIF5s3T8aGdfE6dOkWHDh2Uae1nz56N+gPHfsXGwrhxaiZMUGNhAb/9pqNjRz2pEHMSQgghhBBCCCEyjKtXr6LX65kyZQpeXl78+++/9OrVi5iYGEaNGgVAREQEvr6+VKlShcmTJ/Pvv//So0cPsmTJQvv27d9YfteuXdm9ezfVqlWjSpUq5MuXT9nu/v37KVeuXLK4w/uSANFHYm5uzuTJkzEzM2Py5Mn06tWLxMREfvjhB2Wdbt303L8PEydqcHU1MGKEPsXbMwagdDodjRs3TpXg0L59Krp103DtmorGjfVMmaLDxeWDihRCCCGEEEIIITIkHx8ffHx8lMeenp4EBgaycOFCJUC0du1a4uPj+f333zE1NaVgwYKcP3+emTNnvjVAZGJiwoYNG5g5cybr1q3j6NGjGAwGcufOzZAhQ+jSpQsmJiYprn+GCRDpdLpk/6YXv/zyCxqNhgkTJtC3b19iYmLo06ePErwZMSIpH9HYsRpy5NDTsWPK6j9z5kzOnDlDlixZmDJlCgaDIcWfxePHMHCglqVLtbi5GVi3Lp66dZOCV+ns4xUfKL22GyHSO2k7QqSMtB0hUkbajhDv73XtRq9PuraNjIxMlqvXzMwMMzOzVK9HREQEWbNmVR6fOHGCihUrYmpqqjxXo0YNpk2bRlhYGHZ2dm8sz8TEhJ49e9KzZ89XLv/333/54osvUlTXDBMgunXrFpA07Vt607JlS8LDw5k7dy5Dhw5l7dq19O/fn8KFCwPQu7eKGzdy0auXNYmJ96he/fVZyV8lJCSEoUOHAtC9e3fCwsIICwt773oaDLB9e1YmTXIhPFxDq1aP6NYtGEtLPVeuvHdx4jOSHtuNEJ8DaTtCpIy0HSFSRtqOEO/vxXajVqtxd3enXLlyPHxuavH+/fszYMCAVN32jRs3mDt3rtJ7CJKu393d3ZOt5+DgAMDDhw/fGiB6lcjISNavX8/SpUv5559/ePz4cYrqm2ECRJ6enty4cYM8efKkSlLm1DZt2jTy58/PsGHDOH/+PK1bt6Zdu3aMGDECJycntmyBmjUNDBrkyZYt8VSu/O4JoEeNGkV0dDRlypRh0KBBKRpaFhio4ocftOzdq6F4cT0zZsRTsqQNYPPeZYnPh06nIzAwMN22GyHSK2k7QqSMtB0hUkbajhDv73XtRq/Xk5CQwPHjx1/qQfQ6w4cPf2si6ePHjys5gQCCgoLw8/OjUaNGtGvX7gPeyesdPnyYpUuXsm3bNpydnalXrx4TJkxIcXkZJkBk/MI1Gk26/dHs0aMHfn5+DBo0iOXLl7N48WI2b97MunXr8Pb2ZutWHdWqafH1NWXXLh2lSr09SPTXX3+xfv161Go1M2bMeO/xhvHxMGmSmjFj1Gi1MGGCjm7d9Gi1MsFdZpKe240Q6Zm0HSFSRtqOECkjbUeI9/diu1GpVCQkJGBjY/POnSu6d+9Oy5Yt37iOp6en8v8HDx7QoEEDypYty9SpU5Ot5+joyKNHj5I9Z3zs5OT01ro8fPiQFStWsGzZMiIjI2nUqBFxcXEsW7aMAgUKvNP7eR2JAnxiOXLk4I8//mD//v0UL16csLAw6taty8aNG3F2hp07E8mSBerW1XDx4pvLCg8PV8Yd9ujRg+LFi79XXY4cUVG2rJZhwzTUqGHgn38S6dlTjzbDhA2FEEIIIYQQQogPkz17dvLly/fGP2NOoaCgIOrXr0+xYsWYMWPGS0GoMmXKcOTIERISEpTn9u7dS968ed86vMzf358yZcpw8eJFxowZw6VLl/j1119T7X1KgCiNVKhQgQMHDtCwYUPi4uLw9/dnzpw5eHrCjh2JaDRQp46W69df/fqAgADKli3LjRs3cHV1VXIQvYuwMOjWTU3VqlqePoWVKxPZuFGHh0eqvDUhhBBCCCGEECLTMQaH3NzcGDVqFKGhoTx8+DBZriM/Pz9MTU3p0aMHly5dYsOGDcyZM+edpqffvXs3bdq0YeDAgXz99dep3qNQAkRpyNzcnFWrVtGxY0cMBgM9evRgxIgR5M9vYNu2RKKjoXZtbbKeRHq9nl9//ZWqVaty8+ZNPD09Wb9+PTY2b88VZDDAmjUqihTRMn++ms6ddZw7l4ivr4Hnhl4KIYQQQgghhBDiPe3bt48bN26wf/9+ChUqRIECBZQ/oyxZsrB+/Xpu375NtWrV+Pnnn+nXr99bp7gH2LlzJ1FRUVSrVg0fHx/mzp2b4oTUryIBojSm0Wj4/fff+fnnnwEYPXo03bp1o0iRRLZs0REeDuXLa/n9dzX37gVRu3ZthgwZQmJiIk2bNuXEiROULFnyrdu5dQsaNdLQurWW7Nlh/34d06fryZLlI79BIYQQQgghhBAiE2jZsiVPnz595d/zChcuzM6dOwkODubixYv06tXrncovU6YM06ZN49KlS7Rv354NGzZQsGBB9Ho9+/btIzIy8oPq/1ECRHfu3KFHjx4UK1aMHDlyUKJECcaOHUt8fHyy9S5cuEDt2rVxdnamUKFCb80KnlGpVCp+/vlnfv/9d9RqNfPnz8ff358SJWI4fTqRSpUM9O6tIX/+QPbuvYSlpSXz5s1j2bJlZHlLhCcxESZPVlO8uJa9e1X88ouOgIBEypd/91nShBBCCCGEEEIIkT5YWVnRunVr/vzzTw4fPky3bt2YOnUq+fLlo0WLFiku96MEiK5evYper2fKlCkcPXqU0aNH88cffzBq1ChlnYiICHx9fcmZMyd79+5l5MiRjB8/nkWLFn2MKn0WOnXqxMqVKzEzM2PLli3UrVsXjSaYAgV6Aj+SkPAlGs2/tG17k4oV2yWbks8oJAR27lQxapSaRo00eHhoGTBAQ8WKBs6cSeSnn/S850RnQgghhBBCCCGESIfy5s3LyJEjuXjxIgsWLHhlnOBdfZT5qnx8fPDx8VEee3p6EhgYyMKFC5Ug0dq1a4mPj+f333/H1NSUggULcv78eWbOnPlOY+8yqsaNG7N9+3aaNGnCoUOHyJ07t5LdvGVLZ27f7svs2Rpmz4Zy5fQ0b27g2TM4eVLFqVMq7tz5b2fIndtAtWoGGjbU4ecneYaEEEIIIYQQQojPVffu3d+6jr29fYrL/2QTmkdERJA1a1bl8YkTJ6hYsaIyFRxAjRo1mDZtGmFhYa+d3i0uLo64uDjlscGQ8YZKeXt787///Y/69evz4MEDHBwcmD9/PrVr1wb03LihZ+VKNcuXq+ndO6kTmKurgVKlDHz7rZ7SpZP+/wH7hRBCCCGEEEIIIdKRFStWkDNnTooWLfraWEi660H0ohs3bjB37txkQ8xCQkJwd3dPtp6DgwMADx8+fG2AaMqUKYwfP155bG1tzYULF1K/0mmsaNGiHD58mI0bN+Ln50eOHDmUZV5eMHiwnkGD9Pz7L9jbw3OLhRBCCCGEEEIIkcF88803ygxorVq1olmzZsk64nyo98pBNHz4cLJmzfrGv6tXryZ7TVBQEH5+fjRq1Ih27dp9cIV//PFHbt++rfxlxOCQkZubGz169EgWHHqeSgWFCklwSAghhBBCCCGEyOgmTpzI5cuX+eGHH/jzzz8pXLgwHTp0YM+ePakyuuq9ehB1796dli1bvnEdT09P5f8PHjygQYMGlC1blqlTpyZbz9HRkUePHiV7zvjYycnpteWbmZlhZmamPNbr9R88lZsQQgghhBBCCCFEemdmZoafnx9+fn7cuXOHlStX0rdvXxITEzl69CjW1tYpLvu9AkTZs2cne/bs77RuUFAQDRo0oFixYsyYMQO1OnlnpTJlyvDLL7+QkJCAyf9Pq7V3717y5s372uFlr6LX65V/1Wo1er3+g8bcCZGZSLsRImWk7QiRMtJ2hEgZaTtCvL/XtZsXYwifM7VajUqlwmAwKO/rQ6gMHyHLc1BQEPXr1ydnzpzMnDkTjUajLDP2DgoPD6ds2bJUq1aNnj17cunSJXr06MHo0aPfaxazxMREoqOjU/stCCGEEEIIIYQQIoOysrJCq/1k83almri4OLZu3cry5cs5duwYX3/9NS1btsTHx+eDA14fJUC0YsUKunXr9splT58+Vf5/4cIF+vXrx5kzZ8iWLRsdO3akV69e77WtxMREAKKjoylXrhzHjx/HxsYmxXUXIjOJjIyUdiNECkjbESJlpO0IkTLSdoR4f69rN8/3tPncAkR9+vRhw4YNuLq60rp1a5o2bUq2bNlSrfyPEiBKCxEREXh4eHD79m1sbW3TujpCfBak3QiRMtJ2hEgZaTtCpIy0HSHeX0ZsN/b29ri5uVG0aNE3DjddunRpisr/vMJlQgghhBBCCCGEEJmQv7//R81DJgEiIYQQQgghhBBCiHRu5syZH7X8zztl93PMzMzo378/ZmZmaV0VIT4b0m6ESBlpO0KkjLQdIVJG2o4Q70/azfvLMDmIhBBCCCGEEEIIIUTKZJgeREIIIYQQQgghhBAiZSRAJIQQQgghhBBCCJHJSYBICCGEEEIIIYQQIpOTAJEQQgghhBBCCCFEJicBIiGEEEIIIYQQQohMTgJEQgghhBBCCCGEEJmcNq0r8Lm4efMm7u7uaDSatK6KEJ+t4OBg9u3bh42NDbVq1UKj0WAwGFCpVGldNSHSteDgYA4dOoSjoyPe3t5pXR0hPhsPHz5k9+7daDQa6tSpg62trRx3hHhHxrZy8eJFFi1axJUrV6hXrx5169bF1dUVvV6PWi39DUTmFh0djZWVVVpXI9WoDAaDIa0rkV4FBwczfPhwtm3bRtasWSlfvjx9+/Ylf/78aV01IT47U6ZMYfr06Tg5OWEwGLCzs2P16tVkyZIlrasmRLo2dOhQFi1ahKurKwkJCRQtWpS5c+ei1co9HiHeZPny5QwfPpzs2bNjamrKs2fPWLduHe7u7mldNSHSPWNw6Pr163Tu3BlHR0cKFCjAzp07UavV7NixQ87hRKYUHx/PgQMHWLJkCTt37mTo0KF06dIlw5yXScj3/z0fJzP+f/78+dy4cYMNGzYwe/ZsLl++TJ8+fbhy5cpLrxFCJLlz5w46nS7Zc5cuXWLOnDmMGTOGo0ePMm/ePO7evcuIESN48uRJGtVUiPTl/v37Lz138OBB1q1bx5w5czh69CijRo1i7969TJ06lfj4+DSopRDpz40bN4iOjk72XFBQEGPGjOHHH3/k6NGjrFixAjMzMwYPHsydO3fSqKZCpE/BwcGsWbOGjRs3Eh4eDoBKpUKn07FixQrCwsKYM2cOQ4cOZfv27YSEhDBjxgw5DolM4cVr/tu3b7NmzRocHR3JkycPJ0+e5NmzZ2lUu9SXaQNEBoOBQ4cO0atXL77++mtGjx7N6dOngaQfxPv377N3714qVapE2bJlqVSpEvPnzyc6OpoVK1akce2FSD9iY2PZsmULvr6+5M6dm2bNmvH9999z/vx5ZZ3t27fj6upK5cqVAShSpAh9+vTh7NmzHDlyBJCAq8h8oqOjWb9+PQ0aNCB//vz4+/vTr1+/ZBevGzZsIF++fErbqV27Np07d2bbtm2cPXsWkLYjMp/4+Hh27txJs2bNyJUrF82bN6dDhw4cOHBAWefgwYNkzZqVKlWqAODq6sqAAQN4+PAhf/31FwB6vT5N6i9EemAwGDh69ChNmzalfPnyzJo1i99++42vvvqKW7duAaDRaPj7779p1qwZNjY2GAwG7O3tadGiBUePHuXy5ctp+yaE+AjeFCcAsLGxoWnTpvzyyy9069aNo0eP8vjx4zSscerKlAGip0+f8ssvv/DTTz8RHx9PkyZNOHbsGO3bt+fkyZMAPHv2jPv371OxYkXldV5eXlSqVInDhw8TGxsr49dFpvTi3aLdu3fzxx9/8MUXX7Bp0ybGjh3LxYsXGTZsGHfv3gWSTsKfPXuGo6Oj0ruoWrVqWFpacvToUQBpTyLDS0xMTPZ4w4YNzJs3j9KlS7Nu3Tp69OjBX3/9xfDhw5U7UWq1mri4OKytrYmLiwOgfv36xMXFcebMGUDajsj4YmNjkz0OCAhg8eLF5MqVi82bN7NgwQKio6MZO3as0i6ioqKIjo7G1tZWeV2pUqVwc3Nj//79gLQdkbmcP3+eGzduKI9VKhVr1qzBy8uLHTt2sHfvXhYtWgTAtGnTCAsLA8Dc3Fy5+DWew3l7exMbG8upU6cAuVEhMo43xQmM+7uzszNfffUV5ubm1K5dm9DQUK5fv57GNU89GWOg3AuMY2aDgoLYsGED9+7d46uvvqJGjRoAREZGEhISwsiRI/Hx8QGgZcuW1KpVi927d1O6dGny5MlDeHg4ERERSrkmJiYULlyYPXv2cObMGSpUqCCJDkWmcOfOHaZPn87//vc/ChQoQPPmzalZsybm5uao1Wrq1q2Lv78/1tbWAEyfPp2mTZsq7adAgQLcvn2bxMRELCwsAMiVKxcuLi7cuXMnwyV3E8IoMDCQGTNmcOTIEcqUKYOfnx9Vq1YFwNLSksaNG9OhQwdMTU0pUqQINjY2dO3alcTERPR6Pbly5WLLli0AmJqaAlCoUCHs7Oy4ceMGcXFxmJmZpdXbE+KjefDgAb///jvbtm3Dzc0Nf39/6tati729PXq9ntq1a9OgQQOyZs0KJOW5a968OQ8ePKBEiRKULFmSu3fvJuv27+zsTJ48edi9ezfh4eGSP0VkCuPHj2fGjBlYWVmRLVs2vvnmG/z8/LC1taVRo0bky5ePHDlyEBcXh4eHB/Xr1+fIkSPKeVnx4sU5ceIE8F9QtVChQlhYWHD79u1kzwuR3n1onKBUqVJKWYmJiWTLlo0cOXJw/PhxqlSpkiHyEGXIHkQqlYpr167RpEkTNm7cSGhoKJ06dWLQoEEAuLu7M3HiROVLT0hIwMbGBkiKkhsVLFiQY8eOJSs7Z86c2Nracu3atU/0boRIW3FxcUydOpWzZ88ycOBAnJ2d6devHzNmzACShrx89913SnAIknoZPXv2DBcXFwDy5MlDYmKi0j3TeAfK0dGRmJiYDNUtUwjjndTw8HDGjh3L9evX6dGjB1FRUXz//fesW7cOAF9fXzp37qwEfiBp2JmpqSmmpqao1Wry5s1LREQEN27cQKVSKT34nJ2defjwodKrSIiMwth+5s2bx6FDhxgxYgSVKlVi7NixjBw5EoDKlSvTrl07JTgESUNh7t+/T8GCBYGk446lpaVy3DGWmz17drRareQhEhnOq44Hf//9Nxs3buTXX38lICAAb29vZs2apaTLqFKlCjly5ABQbjYEBQVhZWWFiYkJBoOBSpUqcfHiRR4/fqzM5pwjRw5iY2PR6/UkJCR8oncoxIf7kDjB627IVa1alYMHDxIZGflp3sRH9tkHiE6cOJFsTKDRsGHDcHNzY/PmzcyfP5+RI0eyZMkS/v77byDpCzYYDOh0OkxMTLh27RqxsbHkyZNHKaNWrVr873//4+HDh8pzefLkITg4WOkFIRFzkRHcuXOHOXPmMGLECPbv358sL4NxatPRo0fj5+fHuHHj6NatG1OnTiUiIgKVSoVer1faEySd2NevX1/5Qc2dOzdFihRRLoyNJxjZs2cnKChIOTkR4nNz584d5s6dy8SJE18a8nX8+HE2b97M5MmTad26NbNnz6Zu3bqMGzdOuVg1thnj8LPFixfj5+ennIQULFiQnDlzvtR2cuTIQXBwMLa2tpJHRXyW7ty5w+zZsxkwYABbtmxRkkyrVCoCAwOZPXs2/fr1o1GjRgwYMICxY8eyZMkSrly5gkqlwmAwYDAYlP1/4cKFeHt74+DgACTliChbtixbtmwhPDxcaZfW1tY8efJEWU+Iz1lAQAC9evWiQoUKtGnThqVLlya76fb3339jYWGBv78/NjY2DBs2jFq1ajFr1ixlneeHh12+fJkdO3bQv39/IKk9ent7Y2lpyYYNG5JtOzw8HDMzM0xMTOQ4JNKl1I4T5M2bN1k5xuNKgwYNuHDhQrKYwefsswwQHTlyhHbt2uHm5kaXLl3o3r07vXr1IjQ0FEiK9J09e5bGjRsrvRpatWpFlSpVmDt3LjExMUDSl2o82V6+fDn29vbUrVtX+ZHz9/fn0aNHbN++Xdn2rVu3uHv3LsWKFfuUb1mIVBUXF8fdu3cJDQ2la9eu1KpVi/Xr13P//n06duzIwIEDlXWvX7+Oo6MjJUqUAJKGWjZv3hwzMzPlolWtVqPX69FoNJw8eZJz587RqlUrtFotBoMBMzMz2rRpw19//aUMl4mMjGTfvn14eXlhYmLy6T8EIVIgNjaWR48ecefOHb755htq1qzJ2rVrOX/+PE2aNEl20n3+/HmKFi2q3HgwNzenZcuWhISEKEly1Wo1iYmJaLVadu7cSVBQEP7+/koZ7u7uNG/enMWLF3Pq1Ck0Gg3BwcEcOnSIL774QilDiPQuLi6Oa9euERMTQ58+fahbty4bNmwgJiaGQYMG8e233yrrhoaGotfrleTsarWahg0b4uHhwerVq0lMTFSCRGq1mlu3brFnzx5atGiBtbW1EnBt3749ly9fZvny5UBSIHbPnj3Y29vj7Oz86T8EIT5QZGQk27dv5+zZs+zatYs+ffoobapo0aKMGzeOcePGARAREUFMTEyyfd3MzIzmzZtz9+5dJe+q8UYfwMSJE6lbt64yjEav15M1a1ZatmzJwoULmT9/PgCrV69Gp9MpuVrlOCTSi48ZJ6hTp06ybRmXV69endjYWK5evUp0dDR37979rHvWfTat+dChQ3Ts2JGbN2+yfv16zMzM2LFjB4cOHaJTp07s3r2bxYsXA0lTz7m5uSlTBhu75Ddv3pzjx49z7969ZGVfvHiRhQsXMn78eFQqFWq1GoPBgLu7O507d2b06NH8+uuv7NixgxEjRtChQwdy5sz5aT8AIVJJTEwMnTt3Zt26dVy6dImIiAjmzZvHrl27mD17Nj/99BNbt25VZkh6/Pgxnp6eXLhwAUi60+Tk5IS3tzd//vmnUq7xR3LGjBkULlyYKlWqoNfrlei6v78/NWvWpFevXvz000/4+/sTHBysDBkQIr2Lioqifv36HD16lOPHj6PRaFi+fDl///03c+fOpU2bNqxatYorV64ASYkOs2XLxs2bN5Uy8ubNS5EiRZRAqTE4FBsby/Tp0/Hx8aFIkSLJ7sZ26tSJAgUK0L59e37++We++eYbTExMlDu8QqR38fHxjBo1iunTpxMUFMStW7eYNm0au3bt4rfffmPy5MkcOHBAmbTg8ePHeHl58c8//yivB/jqq6/Yt28fUVFRwH8XpTNnziR79uz4+vpiMBiUHBA1a9akbdu2jB49mm7dutGwYUPOnDmjXEALkd4Ze/cY/7169Spjx47l2bNnPHr0CF9fX6ZPn46fnx8DBw6kZ8+e/PXXXxgMBmxtbZWbdMap6wHy58+Ph4cHBw8eBJKOQ2q1mn379nH69Gnat2+vtC3jvz179qRmzZrMmjWL4sWL06dPH/z8/KhWrdqn/DiEeKVPGSd4UWxsLLGxsdjZ2TFgwACKFi1Ky5YtuXr16kd+1x9PugsQxcTEKN2Mjd2HAf755x/0ej1WVlb4+PjQt29fihYtirm5Oe3bt6dmzZocPnwYSEr86eDgoCROM/ZOqFKlCtHR0cm+eL1ez/Dhw/H19aVkyZIv1adPnz4MHjyYI0eO0Lt3b3LlykWPHj2UIWZCpFf//vsva9euTfacwWDA0tKSS5cuUbBgQUqUKMH48eOpVKkSer0etVpN6dKlcXR0VKY4dXNzIy4uTsnOb2yTlSpVUk7ejc9t3ryZ//3vf0ybNg1IOrGIiopCp9NhZmbGpEmTmDBhAhEREXz55ZcsX76c3Llzf4JPQ4h3d+7cOWbOnMngwYOVIWB6vR5ra2tu3rxJzpw5qVq1KiNGjKBUqVLK/l2hQgVMTU2Vu1R58+bl3r17BAcHK2VbWlpSvnx5AgICAJQL2UWLFnH79m3lwlWtVvPs2TP0ej1ZsmRh0aJF9OzZkzt37lC5cmUWLlyIo6Pjp/xYhHir8+fPM2vWrGQ3DwwGA6amply+fJlSpUrh4eHBb7/9RvXq1ZV1ihYtipeXFxcvXgQga9as2NjYcO7cOeC/bvw+Pj4EBgYmy7Vy7Ngxli1bxm+//aasGx4eTmJiIqampvTq1Ytly5ZhYWFB5cqVWb169SvP94RIS8bzqGfPnrFhwwbatWtHmzZtlJt1Rp6enty5c4dixYrRsmVLevXqpQyH0Wg0RERE4O7uzoMHD4Ck3KkhISHKOZxer8fExITixYsrPYi0Wi1xcXHMnj2bOnXqULZsWSVvpPFY5ejoyIgRI5g5cyaTJk3i2rVrDBgw4FN9PEIAvDSUMa3jBDExMQwePBgPDw/MzMz46quvGDduHDt27KBQoUIf5TP4FNJFmm1jNvEpU6YwatQoBg8eTJ8+fdDpdKjValQqFba2tgQGBuLo6Ejt2rWTvV6n03Hx4kXKly8PgIuLC66urly4cIGwsDDs7OzQ6XRkyZIFJycnZeptSBqbGx4ezqhRo7h//z5bt27l5MmT1K9fn4YNG2Jubs4333xD8+bNZZYl8VkwGAyEhIRQr149wsLCyJcvH8WKFUvWm8fV1ZXbt29Tq1YtpXul8Uf27t27PHr0SPkhLFGiBCYmJpw7dw5fX1/lbpKLiwuxsbHKTDBPnjxh1qxZ9OjRg3PnzrFlyxa2b99OoUKFmDRpEu7u7mg0Gnx9ffH19U2DT0aIV3v8+DHr1q1jy5YtnD59GjMzMyIiIqhQoYIyTbZarebx48eUKFGC69evK0Mu4b+L1/v37/Po0SNlCLK3tzeTJ0/m0qVLVKhQAUg6EXd0dEStVhMTE4OlpSX37t1j5cqV/PTTTxw5coSNGzeydetWatasyYgRI7C3t8fGxobvvvuO77777tN/QEK8xeHDhxkyZAg3b96kUKFCNG3aVDk2GIcfazQabt++jYmJCa6urkDS+ZtGo+HmzZs8ffqU0qVLA0k9HJydnZUphY0n8Dlz5iQ6Olq5SIiOjmbSpEm0adNGyWm0Y8cO7O3tmT17tjIMs1q1atLTQaRrKpUKnU5Hz549OX/+POXKlaNUqVJK8Md4nDH2rrt9+zYFChRQzu10Oh1arZZjx45RoEABZZKQ8uXLs2fPHk6cOEHJkiWVURKOjo5Kb1eDwcD69evZtWsXhQsXplGjRpw8eZLY2FhGjhypnAcClCtXTqmzcduSj1V8TGfOnGHt2rWcOHGCokWLUqdOHWXGMeN+/6njBPXq1aNRo0ZotVpat27NDz/8gIeHR7Ltfs4znadJD6KwsDD++usvpbujSqUiJCSE3bt3U6RIEQ4cOKA8b7wYtbOzw9LSUinj+QjimTNnuH37Nn5+fspzpUuX5unTpxw6dAhIGv4SFBSEnZ2d0kMpLCyMSZMmcfLkSXx9fSlWrBgLFizA3d1dOUkxsrKyUpJVPZ/MTYj0RKfToVKpWLx4MR4eHnh7eytdiI0H8qCgIBwcHJSAp3F/Ng4RMybSNQ6jdHV1pXTp0uzfv5+nT58q2zp69CgFChRQ2tOOHTsICAhgzJgxtG7dmqCgIIYOHcoff/yBu7t7sno+n1hUiE/txX1v/vz5rFu3jgoVKrBlyxZu3bqFn58fOXLkwNbWVhlH/ujRIzQajdJzx9h2jMGeBQsWJJvRL1euXBQqVIi///5bGdMOSUlF8+fPr+RJWblyJefPn6d37960aNGC4OBghg8fzrhx47C3t3+p7tJ2RFqbOHEiK1euBCA4OJgpU6ZQpkwZrl27xvbt22nZsqUySYFGoyE6OhoPDw+lx5xxHzYed+bOnUuJEiUoXrw4ANmyZaNixYoEBAQkm23s4MGDeHp6EhERASTlmtizZw/z5s2jQ4cO3Lt3jyFDhrB9+3YlOGQkxx2RXhh7mb5o1KhR3Lp1i40bNzJ16lTatGlDwYIFlQAQwI0bN5KdUxkDPlqtlv379/Pvv//Srl07ZXmpUqXInz8/S5cuVZ4LCwtj+/btVKlSRTlvXL9+PWq1mv3791OqVCl27typ5Kl8XZ5I4018IVJTWFgYu3btIjg4mD/++INu3bpx//59mjZtSlhYGB07dlQSphuPIZ86TlCmTBkATE1NKVGiBB4eHi/FCT7ntvFJexAZh7CcPn2azp07c+vWLeXu0b///ovBYOC7775j6NChSl4GY/Tt6tWrFCpUiMjISGxsbJIl9pw0aRK1atWiSJEiJCQkYGJiQtWqVdmxYwcTJ06kUKFC5MqVS4kCent7A0k/bI6OjvTs2ZMvv/ySqlWrKjvaqzyfrEqItHDx4kU2bdrEmTNn6NatG9WqVVPaFST9wIWFhREYGMg333zD8ePHOXbsGN27d1fWsbe359y5c3To0AFI/gO2Zs0aHj58yOzZs4H/8qO0aNGCvXv30qlTJ37++WfUajWHDh3i66+/Vu5SFS9enKlTp/LVV1+9dVYyueMkPrVX3YGqXr06KpWKPn36JMvn8/jxYx48eECuXLmA/4aBubq6cuzYMSZMmAAkbzuLFi3CwsKCFi1aAP+1nXbt2vHzzz/z448/MnjwYIKDg7l06RLt2rXD1tYWSEpumCVLFurXr//WtiOJQEVaMh5vLl68yP3792nRogW7d+/m/v37rFu3jkePHvHPP//g6OiYbDIPrVbLrVu3aNq0KZB8P967dy8BAQHKpAfGtuPr68vatWv57rvvGDhwIO7u7mzatImaNWuSP39+ICkIO2fOHL788suX2s6Ld2/luCPS0qlTp1i+fDnr16+nVKlSzJw5U0kebbywPHr0KE2bNsXCwoLhw4djMBj46quvqFixonL9YW1tzaVLl8ifP7+yjxuDRMahMMY8dmq1GhsbG3r27EmdOnVo1KgRDRs2JCAgABcXFxo3bqyUO23aNNzc3F6q9/PnmEJ8TMZ97dSpU3Tr1o2AgABu3LhBjx49aNq0KVqtlg4dOtCpUye2b99O/fr1leClxAlS10cJEMXHx7N792527dqFRqOhYcOGeHt7Kz8wNjY2ODo6Kt2OAWbNmsV3332Hl5cXAPv376dGjRokJCRgamrKo0ePiImJwcbGRrkLpNVq2bZtGxcuXGDYsGHAf92QHRwcGD58OG3btqVVq1ZYWlpy+/ZtunTpQuHChQGwtbVl2bJlyepujDjKj6FID8LCwjh27BhVq1bl9OnTDBo0CL1ez+PHjzl58uQru8zfvHmTixcvMnfuXIKCgjh9+nSyrv7m5uZEREQky62iUqmIjo5mxowZNG/eXOk9ZLwwLlKkCBMnTuT333+nRYsWPH78mHr16tGmTRtlu4ULF1balrGNyt0lkVbCwsIICAigaNGi7Ny5k3nz5pE3b16aNm3K8ePH6dixIxMnTqRJkybKcch4sp0lSxauXr2qXMwa92G9Xo+9vT1Pnz4lZ86cyj4eHBzMkiVL6Ny5M9myZQP+aztff/018fHxzJkzh1q1avHkyRP8/f2TzVRWqlQpZcYYaTsirRj3/6CgIFasWMHJkyfx9vamYcOGuLq6Kjf0IiIicHR0VPb1R48eYWNjw+LFixk3bhw5cuQgMjISHx8fBg8ejLW1NWZmZgQGBmJqaqpsy7ifT5w4kfr161OwYEEA5eZg9uzZmTJlCjNnzqRnz56EhIRQvXr1ZLOd5cmTR5kl8MW2I+1HpLWJEyfi4uJCy5Yt2bx5M48fP8bb25vHjx9z8+ZNnJ2dlXZ17do1LC0tCQwMpH379lhYWJAlSxbat29P27ZtGTp0KABZsmQhMjJSGVpjNGvWLKKioujduzeQ/Domb968rFu3jvXr1zN37lzy58/P6NGj8fT0VNYxBodevA6S6yGR2t4WJ7C1tSVr1qzY2dnx888/K8eNxMRETExMMBgMWFtbK7PvqdVqiROkslR/d+vXr6dq1ar8/PPPJCQkEBcXR6NGjVi1apXSnf7KlSsUK1ZMSdx548YNwsPDKVSoEE5OTuTPn58jR44A/52Yu7i4KOsbA0txcXGMGTOGdu3aUaBAASApf4px6JqHhwd//vknXbt2pVmzZvz111/KD+fz9Hp9sqECGf1LF+mXsVujsa0Ye9uZm5vj7OxMvXr1mDlzJhUqVODff/8FXv6Rmj59unJhW7x4cVQqldJF33jyX7RoUR49egT8d1GwdOlSLC0t6dOnD7Gxsezfv5/Jkycr61SqVIk//viDVatWERQUxPz585XeQ0bPd6vUaDRygi4+mbCwMCXhIKDcgTIzM1PuQC1YsIBOnToxe/ZsqlSpwvbt20lISFD2U+O/YWFh6PV6ZYiMMZh69epVvvjiCyIjI5OtP3/+fHLmzEmHDh2IjY3l4MGDLFiwQKlL/fr1Wbp0KcuXLycoKIipU6eSJUuWZPWXtiPSmkql4smTJ/To0YPdu3fj5eXF6tWrqVevHqGhoUog1dbWlvPnzysTDDx69IjIyEgWLFjAjBkz2L59uzJTpnF6+fj4ePLnz8/Dhw+BpGOcRqNh9erVxMTEMHDgQOLi4jhw4AATJkzg2bNnQNLNiVmzZrFmzRolcGUMCL2q/tJ2RHpgvIi8cOECZ86cAaBWrVqMGDGC7t27Ex0dzaVLl4Dk1zn37t1j9erVlCpVisWLFzN16lQGDRrE3LlzuXbtGgCBgYGULVuWoKAgIOnYERwczNatW+nevTsGg4E5c+bg4+OjXPMkJiZSrFgxhg8fztGjR1m0aJEyROZFch0kPqb3iRMEBQVhamqaLOATHR3NnTt38PT0RKvVKm3N1dVV4gSpKNV7EDk5OdG/f3+qVq2qnADHxMSwYcMGateuTZYsWYiIiCAqKkrpWrl7927y5s2rdBkuUKAAK1as4Pbt2zRr1oyaNWsSFxenJH96fjrt6Oho3N3d6dWrF//73/+4d+8eCxcupFGjRgBYWFjQunXrN9Y5M3zRIn2Kj4/nr7/+YtOmTezbt48SJUqwbt065a6QjY0NTk5O6PV6vLy86Nu3LwC5c+fmwIED3LhxAy8vLyXIExoail6vV/b/Bw8eEBYWRo0aNShTpgyrV68mKiqK6OhoJbij0Wi4desWv/zyC+7u7vj6+nLkyBHMzc0pXry4cpENYG5uTpEiRYBXJyeUE3PxqcTFxbFr1y42bdrE4cOHCQkJYejQofTq1Qt4vztQL/r333+xtbVNdncWko4Vt27dUi6MVSoV586dY/LkyVSsWJGGDRty7NgxZSaLtm3bKnersmbNStasWQFpOyJtJSYmKtNZ16tXL1muno0bN3L+/Hl2796Nu7s7ERERVKxYkUmTJjFw4EBlWGRkZKQSxPHw8ODKlSu0bdtWmZnsu+++IzAwkNWrV9O5c2eCg4MxNzdXcmqZmJgQGhrKiBEj0Ov1tG/fniNHjmBmZkbJkiX59ttvk+WTMJ7cS1JckV5cu3aNrVu3cvPmTb788kt8fHzIli1bsp52Tk5OSk+7ihUrAkk9daytrbl27ZrS+8E4W6WnpyfXr1/H399fOXYYbwxu3bqV3r17ExISQmJiIo6Ojsq538qVKzl+/Djnzp2jd+/e5MuXj2rVqilDno3HMuP1zvOTAAnxKb1PnMDV1VXZx4376ubNmwkJCVHybGm1WnQ6ncQJUlmqv+Ny5crRoEGDZHdHVSoVTk5OynM5cuQgMDAQtVpNeHg427dvx2Aw0LVrVwoWLMjy5csJDQ3FxMREOSm4dOlSsrGxOp2O7du3c/fuXUaNGkVERATjxo3jwYMHypf+PEksLdKb+fPn4+zsTP/+/TExMWHatGn88ccfyda5evVqst52xuj6F198QWJionJnyvj8oUOH2LJlC+3atcPZ2ZkRI0agUqlwd3dn1qxZWFtb4+LiwqlTp5J1Lb5+/Tr29vbkyJGDypUrc+jQIW7fvs3mzZuV4NCL5ORCpAVjTgYXFxcGDhyIubk5Q4YMwdTUNNnkAsa28y53oIzHh+cTtj98+FDJoWI82XB2dub27dtKoAeSeio5OTmh1WqpUqUKhw4d4s6dOyxYsEASe4p05+zZs7Rs2ZJ+/foxbtw4/vnnn2TL//zzT+rUqaMMM7a1teXbb7/lzJkzyrrh4eHkzZuXx48fA1CmTBly5MhBVFQU8N/xqGzZsgQGBgJJvSNOnDihBFchKdeXubk5hQsXTtZ2Nm3a9FJydiNpOyKthYaG0qdPH5o2bcq+ffswNzdn3LhxyrDhF3vaPd/jzZgTJW/evNy8eVOZTtvYS7VatWo4Ojoq53aQlAQ3Z86cyiQhOXLk4N9//8Xc3FxJXu3s7Ey3bt1YtWoVISEhHD16lDFjxig39F4kPe1EWnnXOMH169dfeu3Tp0/55ZdfGDJkCPb29hgMBgwGg5LLWOIEqSfVexAZT4gjIiKYO3cuf/75J48ePVKSegJERUVRoEABYmJilOmx79y5Q8mSJRk5ciRWVlYMGDCA2rVrK5n6TUxMlK7JxmRuU6ZMwdXVVYnOG70qoZr8EIr0xsHBgVy5crFx48aXZvkynkQYo+jP9/YBKFSoENbW1vzzzz/Jpp4vXbo01atXp3z58owfP57ChQuzbNkyli1bpgR6YmJi8PLy4v79+8psTBUrVuT8+fMv1dF4J0yI9EKlUjFq1Cjc3NyUk4HTp0+TLVs24uLilPXe5w7Ui0PMjMNpXhwGFhwcTLFixbh9+zb58uUDoEmTJkrC9+dJ2xHpkVqtpnDhwowbN45OnTpx/PhxmjRpgrm5OZCUADc0NBSVSqUch7y9vfnzzz8JCAjA29ubqKgoYmJilLu1hQoVombNmvz555/Ex8crvfW2bNlCuXLliIiIwNbWFlNTU2UYNST1hH3+QthIejeI9OB1Pe10Oh3nz59n+vTpVK5cGUgKvPr4+HD48GEqVaqktJ3IyEjluPT8tUnp0qVZtGgRV65cSXb+99VXX7Fz506WLl1K3bp1sbS05MSJE1y6dEnpQa7X68mVKxdxcXGYmZmh0WiUnkJGxmE30ttOpDfvGifInz+/so8bTZgwgXz58tGgQQMAJUCq0WiUG3sgcYLU8NFmMXv06BGHDx+mYsWKaLVaOnbsSMeOHRk0aBD37t0jR44cSrRuzZo1WFlZKV2XQ0JCcHNzY+nSpTRo0ICYmBiyZs1KfHy8Ur6pqSlFixYFXk5MmBm7gonPT4kSJbC3t2fOnDl4eXlx/PhxypQpQ82aNZUTbycnJyWK/vyMLLly5cLFxYXAwMBkJ+Rubm6sXr062YVpzpw5efToEQcOHKBp06acO3cOJycn5S6vwWDAwsICePnEXC5wRXpUvnx54L9A6q1btwCSzWLk7Oz8xjtQQ4cOVe5AGfd34//Pnj1L/vz5lZsYxuPLtWvXMDc3Vy6mASWIJG1HfA4KFCjATz/9hLm5ObVr12blypU8ffpUaTtFixZVerIa9+ECBQpgZ2en9HZwdXXl7Nmz/PTTTwCYmZkp3ffr1auHv78/d+7c4ebNm4wePRpbW1suXLiAl5cXYWFhAMq03CBtR6Q/Z8+eZfTo0Vy7do3bt2/j5uamTDfv5OTE0qVLcXJyApL25fz58+Pu7s6VK1eoVKkSGo2GqKgo8ubNy5MnT4DkF6Bly5Zl/vz5XL16la+++kppC3nz5uWXX37Bz8+P5s2bY2pqyvXr12nbtq0yRM3YKyk2NjbZxfPzwy/lOkikd+8TJ4CkkUQnTpygf//+JCQksHTpUvbu3UuZMmXo0qULdnZ2JCQkKOtLnODDfLQAUe7cudm4caPyOE+ePEyfPp2aNWtiYWHB6dOnsbKyQqfTvTQ1qZ2dHc2aNVPuNJmamqLX65WLghejfBlpWjmReTg5OZEzZ04lIaGHhwfz58/n119/ZceOHeTNm5eYmJiXoujG7pT58+dn27ZtXL16lcKFC/Ps2TMsLCyUHz7jxW6pUqVYuHCh8kPp5uaGp6cnefPmBZK3J2lH4nNiPKk2GAxEREQoQ5Lh/e5AGRkTG96/fx9bW1scHBySbS9v3rw4Ozu/1OMPpO2Iz4OJiYlyB7d27dqMGTOGO3fuKOdhZcuWZdSoUQQGBpInTx70ej1WVlZoNBri4+OV3kDZs2dXhj4nJCTg4eHBihUr2Lp1K/Pnz8fNzY0hQ4ZQrlw5ICmfXtGiRZXZYeS4I9KzN/W0MxgMSnDI2HvhzJkzJCQkKL2MVCqV0tPO2NP1+X0+X758ZM+enRs3bhAWFkZYWBjZs2fH2tqaYsWKsW/fPjZt2sSTJ08YOHBgsuHT5cuXJz4+/qUernLRKz4n7xInMDc3R6fToVKpmDNnDqdOneKHH37g4cOHuLq64uPjQ7Vq1UhMTESlUkmcIBV9tACRkfEOr4eHBxEREcTExGBpaal8Ua/6wkxNTWnfvv1/ldRqadOmDV5eXh+7ukJ8MmZmZvj5+dG+fXsqVKigdOmvWbMmkyZNYvr06cqJ+/NRdOMPX548eYiOjmbcuHE8fvwYd3d35syZo1zkGtdzdnZWEsJD0t3g4cOHY21t/WnfsBAfyeXLl8mbNy/h4eFKfqDAwEBleJnR6+5AlS5dmq5duyptZuLEicoMZvDfiXeJEiWUoWVCfO6++OILrKys+OeffyhdujQajYYSJUrg7u7O6tWrGTx4sLLvx8XFkZCQgK2tLRcvXiR37txK2zIGagsVKkTBggUZMGDAS9vy8PCgT58+WFlZfbo3KEQKvamn3auCmwsXLiRfvnzKBSoknXudO3dO6WlnlJCQQGxsLGq1mjVr1rBz506Cg4P5448/aNiwIZDUS69bt27JXme86efj4yPDYUSG8S5xgoSEBExMTOjYsSOVK1emWrVqLx1LJE6Quj5agMj4Q6bVann8+DHr16/H3t6eokWLsmfPHr744gvlC3+d58cIGns/CJGR1KxZUzm51uv1mJub06RJEzZu3Mjjx4+V4TPGKLpGoyE0NJRBgwaxd+9eHj9+jFqtpnTp0jRv3hx4t7uxEhwSGYHxGHHjxg2cnJyUXqkajUaZcextd6C++uorqlatCvwXCHo+OPQ8tVr92mVCfE6MJ+Vly5bl4MGDtGrVCmtraywtLWnXrh3Lli3Dzs6Obt26ceDAAW7fvk3jxo2BpPZx4cIFfv75ZyD53VpjG3rVbGMSHBKfi7f1tHve/v37OXDgAFu2bAH+Oy7pdDqyZcum9LQzHpuWLl1K3759yZYtGzVr1qRGjRr4+Pgkm5XM6Pl29GKuPCE+Z+8TJzAxMUmWowhezrMlcYLU9dECRNOmTUOn03HhwgX++ecfsmfPzsSJE7G3t+fSpUuUKlXqjcEhkO6SIuN7fhpt40mFk5MTQUFBmJmZKV374b/2kDVrVrJkycKvv/5KrVq1lPxBQmQ2arVaOckwGAyYmpoqs8E4ODhw+fJl4N3vQAmRWRgvMuvXr8+4ceN48uSJcuPg22+/JSYmhjlz5rBy5Upu3ryJn58fLVu2BJJ6RkRHRyu5715Fzt9ERvF8T7syZcq8NFX8r7/+iq+vL/nz5wf+2/cDAwPx8vJ6aZbMOnXqUKZMmZdmGHsxOPR8WUJkNCmJE0ierU/nowWIihYtyrx588iZMydTp06lSpUqyjI/Pz+5CyvE/3s+in7jxg3++OMPypcvT9asWQkODqZgwYLJettpNJpkkXSZrUJkZs+ePePevXuUKlUK+K8HXVBQULK28y53oITILIztpFatWvTt25ctW7YQGRmJWq2mT58+DB48GB8fH+7du0f58uVxdXVVXhsbG8u8efNemhlGiIzmdT3tjM+vXr2ahIQE+vbtS1RUFIcOHeLUqVN8//33WFlZcfHiRSU3nvGG4PPD/p9P0C7HIJGZpCROIEGhT+ejBYiqV69O9erVkz1nvBBu1qyZfMlC/L9JkyZhMBj4999/OXfuHLly5WLs2LEAr42iG+9ESRRdZHampqYEBATQpk0b4L9u/JcvX5Y7UEK8RlxcHEuXLmX37t3odDpGjRqFl5cX33//PTqdDq1WS7ly5ZQk088fc2xtbfnyyy/TsvpCfBKv62mn1WoJDQ1l5MiRREZG0rJlS06dOoW1tTXe3t4kJibi6Oj41p52kjhXZFYSJ0jfPmqSaoPBoHzZz0fH5UsX4j+FCxdm7ty55M6dmylTpuDt7a0sa9q06SvzBcmdJiGShIWFMXLkSKXdGNvG69qOHH+ESOoFdPjwYWxsbNi2bZsyhfaLnj+HEyKzeV1PO5VKRbt27dBqtVSpUoXKlSsrs/cZRURESE87Id5A4gTpl8rw/BQvQohP7lXjzo3PPZ+oXQjx7qTtCPF+jEMupd0IkeT5nna7du3CxMSEXLly8f3339OiRQvMzMySrW8wGJSZZIUQ4nP10ae5F0K8mTHBrkTRhUi5FwOt0naEeDsZcinE671LT7sX8whJcEgI8bmTHkRCCCGEEEII8RbS004IkdFJgEgIIYQQQgghXuH5nnZCCJHRSYBICCGEEEIIIYQQIpOT/pFCCCGEEEIIIYQQmZwEiIQQQgghhBBCCCEyOQkQCSGEEEIIIYQQQmRyEiASQgghhBBCCCGEyOQkQCSEEEIIIYQQQgiRyUmASAghhBBCCCGEECKTkwCREEIIIYQQQgghRCYnASIhhBBCCCGEEEKITE4CREIIIYQQQgghhBCZ3P8BaLs8JaWcPmgAAAAASUVORK5CYII=\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: 0.2.42b0 [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 0x15ceb3190>" ] }, "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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5/VW1bNkSn3zyCQBg6tSpWLduHdatW4c+ffoAANasWYMnnngCEokEn332GV566SVs3boVvXv3Nqr+nipz9Ou0tDRIpVJIpVJh2cWLF9GpUyeIxeqXAd26dUNJSYnOuqKqzwdqdmzjbQIs912RSqV48OCBsF9tjDkuGXOs+Ouvv9CyZUuhVrDq41X3FRwcjJCQEI19GfpZzZ07Fy1btkRKSorRba3tcbm8vBxnz55Fp06d9K7H6esDhw8fhlQqhaurKxo3boylS5catM2ioiIUFRVp3Wbnzp3BGMOJEycM2hYhhDR0FCgkhBAbNmvWLJSUlKBDhw7o2bMn5syZg/3796O8vFzr+uXl5cjKykJWVhauXLmCZ599Funp6Rg/frywjru7O7799lv8999/GDx4MMLDwzFv3jyj29asWTN07doVGzduVAtWHDx4EBkZGUIgEQBiY2Ph4eGhdzKO9u3bA6gspm4uSqVSKM7+22+/1epCtVGjRggICEDXrl1x4sQJfPvttxg0aJDweGpqKiQSCfz9/dWe5+DgAB8fH72TxvTo0UPYVkxMDCZNmqS27bKyMowfPx5r1qzByy+/jGeeeQY7duzA4cOHMX/+fKxcuRLTpk3Djh07MG7cOCxduhR37txR28fNmzdx9OhRzJkzB3PmzMHixYuRmJiITz/9FKdOncKMGTMwf/58zJw5E//8849REwJwv/32G1JSUjBhwgS19wUAgoKCNNYPCgpCTk6OcNGvzbFjx3Dy5Em1bfLn6NomgGon6UlNTRUmFqnJ8xcvXgx3d3cMGzZM73rGaNasGUQikcYMojdv3kRmZiZKS0uRm5ur8/nVvdeqryk1NbXW758h/d1Un5Uhzzfm9VcVEBAgfJY9evTApEmTMGnSJDRt2hTl5eWYM2cO2rRpg6NHj+Ktt97CZ599hs2bN+P+/ftYsmSJ3vZrY45+HR8fj61bt2Ls2LGQSCTCckt91rosWrQIEokE48aN07ueMQICAuDp6anxXcnOzkZsbCwAqAXQqjLmuFTbY4Wlv5eGtLW2x+XExESUlpaiSZMmetvD6eoD7dq1w0cffYQtW7Zg1apVCAsLw1tvvYU5c+ZUu81vvvkGcrlc7TvENW3aFACEvkAIIUQ/ChQSQogNGzRoEE6ePIlHH30Uly9fxuLFizFkyBA0atQIO3bs0Fh///798PPzg5+fH9q3b4/NmzfjmWeewaJFi9TWGzt2LIYPH46cnBwsW7ZMLQvj/v37BgeFJk2ahOTkZBw9elRYtmHDBjg4OKgFJwsLC+Hm5qZ3W/zxgoICg/ZdE59//jkOHDiA999/H/369avVtvbu3Ys9e/bgq6++QlhYGIqLi9UeLy0thYODg9bnOjk5obS0tFb7f/XVV9X+vWfPHkgkErzxxhtqy2fOnAnGGPbu3au2fMCAAWjcuLHw7+joaACVfUP1s+LLjZmRFqic2XXatGno0aMHnnvuOWE5f92Ojo4az3FyclJbp6qMjAw8/fTTaNKkCd555x2TbFN1GzV9/sKFC3Hw4EF8/vnn8PT01LsfY/j6+uKJJ57A2rVr8dVXX+Hu3bs4duwYJkyYAHt7+2rbVd37ovpcY17/Rx99BMaY2nfI0P5u7Gd15MgRMMY0Xpchzzfm9Rvj3LlzyMjIwGuvvSbsEwBGjBiBFi1aYPfu3UZtzxz9uqSkBOPHj4ezszM+//xztcdq09f54zU9tm3YsAGrVq3CzJkz0axZM737MYZYLMbLL7+MQ4cOYe7cubh9+zbOnz+PJ554AnK5XGi3Lsa818a8f88//zwYY2ozNZvre7lmzRowxtSO66b6rlTdV1XZ2dkAAC8vL53rcPr6wI4dO/DOO+9g9OjReOGFF/Dvv/9iyJAh+Prrr5GcnKxzm0ePHsXHH3+MJ554Ao888ojG47xdxswWTwghDRkFCgkhxMZ17doVW7duRW5uLs6cOYO5c+eisLAQ48aN07g7Hh0djQMHDuDgwYM4ceIEsrKy8Ouvv2odjtW1a1cAmsOfjPHkk09CIpEIw49lMhn++usvDBs2TO2Cwc3Nrdohcvzx6gKKNXX8+HF8+OGHiImJwYcffljr7fXv3x/Dhg3DjBkzsHnzZnz88cf4/vvvhcednZ2FC9SqZDKZ1s/EUHZ2dggJCVFblpCQgODgYI33jw85S0hIUFvOh4VzHh4eAIDQ0FCty/VlrlWVlpaGESNGwMPDA3/++adaNhN/3dqyU2Qymdo6qoqLizFy5EgUFhZi+/btcHV1rdE209LS1P74xa+zs7PRbQKAjRs34oMPPsCUKVM0gre69mWMFStWYPjw4Zg1axYiIiLQp08ftG3bFqNGjQIAtfehqureF9XXVNPXr/p8Q/p7TT//qvsy5PnGvH5j8O9S8+bNNR5r0aKFxndNH1P1a1UKhQJPPvkkYmNj8eeffyI4OFjtcUPfv8zMTLX+W1RUJDxek2PbsWPHMGXKFAwZMgQLFixQe0zXvozxySefYMqUKVi8eDGioqLQpUsX2NnZYcqUKQBq911RXccU3xV9+zL199IU3xVD9gVAI6hflb4+oI1IJMLbb7+NiooKHDlyROs6N27cwJgxY9CmTRv8/PPPettV01IjhBDS0FCgkBBC6ggHBwd07doVCxcuxA8//IDy8nJs3rxZbR1fX18MHDgQAwYMQI8ePUya3aSNv78/Bg0ahC1btqC8vBw7d+5EYWGh2rBjoDJYlZ+fj8TERJ3bunLlCgCgVatWJm9nTk4OnnrqKbi7u2PDhg1qgStTiIiIQMeOHfHbb78Jy4KCgqBQKJCRkaG2rlwuR3Z2tsbFuzEcHR01alYZS9d7oGt5dReAXH5+PoYNG4a8vDz8/fffGq+TD23jQ91UpaamwtvbWyOrRS6X4/HHH8eVK1ewfft2tGnTRu1x/hxd2wQgtCMoKEjtb+PGjcLytLQ0jddZ9fmqDhw4gGeffRYjRozAjz/+qPG4rn0Zw8PDA9u3b0dCQgL+/fdf3L9/H+vWrUNqair8/Pz0fsere69VX1NQUJBB75++fRnS3435rPTty9DPWnV51XVr8x00BVP2a1UvvfQSdu3ahTVr1mjNrjL0/evatata//3yyy+F5xt7bLt8+TIeffRRtGnTBn/++Sfs7OzUHte1L2M4ODjg559/xoMHD3D06FHcvHkT+/btQ35+PsRiMSIjI3U+15jjUk2OFcbsy9TfS0PaWpPjsipeB1nfDaXq+oAu/OZVTk6OxmNJSUkYPHgwPDw8sGfPHp03Gnm7TFkXkxBC6jMKFBJCSB3EswC1ndRb2sSJE5GTk4O9e/diw4YNcHd3F7KduJEjRwIAfv31V63bKCgowPbt29GiRQu9F3M19fzzzyMpKQm//PKLRiaeqZSWliI/P1/4d4cOHQBUDlNUde7cOSiVSuFxUwkPD8eDBw80Mjdv3LghPG5uMpkMo0aNwq1bt7Br1y6tQd9GjRrBz89P430BgDNnzmi8L0qlEs8++ywOHTqEDRs2oG/fvhrPE4vFaNu2rdZtnj59Gk2bNhUuIA8cOKD2N2TIEACVn1dJSYlGjczTp08Lj1ddPmbMGHTp0gWbNm3SetGra181ERYWhj59+iA8PBx5eXk4f/48Bg4cqPc5bdq0gZ2dncb7IpfLcenSJbXX1KFDB9y6dUtj6L+u11+Vof3dmM9K374Maasxr18bXdlH/Lt08+ZNjcdu3rxp0HfN1P2amz17Nn755RcsWbIETz31lNZ9d+jQARcuXNCYCOf06dOQSqWIiooCUFljVLX/8smojD223blzB0OHDoW/vz/27NmjNbNP175qIiAgADExMYiKioJCocCRI0cQHR2tN6PQmOOSsceKqnS9fw8ePEBycrLGvgz5rPTty5C2GntcriosLAzOzs64d++e1scN6QO68LIXfn5+asuzs7MxePBglJWVYd++fVrrK3K8XVUndSGEEKKDNaZaJoQQYpjDhw8zpVKpsXzRokUMAPv666+FZeHh4WzEiBEGb/vDDz9kAFhmZqba8vj4eBYfH2/wdgoLC5lUKmVDhgxhjo6O7Pnnn9dYp6ysjLVq1Yq5uLiws2fPqj2mUCjY008/zQCw33//XVh+7949BoB98cUXBrdFmyVLljAAbPr06bXaDmOMlZeXs5ycHI3lp0+fZhKJhD3zzDPCspKSEubt7c1Gjhyptu6kSZOYVCpl2dnZevf1zz//MABs8+bNasufe+455uLiorH+tm3bGAC2cOFCteUTJkxgIpFI7TMFwKZNm6a2nq73W1c7qqqoqGCPPvoos7OzY7t379a77iuvvMKcnZ1ZYmKisOzgwYMMAPvhhx/U1n3ttdcYALZixQq92/z8888ZALX+dePGDSaRSNicOXP0PpcxxpKSkpi9vb3a+6JUKllMTAxr1KgRq6ioEJbHxsYyHx8f1rp1a639wRiZmZkMAPvwww8Nfs4rr7zCxGIxO3PmTLXrDh06lAUFBbGCggJh2c8//8wAsL179wrLTp06pfH5y2QyFhkZyaKjozXaHBcXx4qLi4VlxvR3Yz6rhIQEFhcXp7bMmLYa+vq1iYuLYwDYkiVL1JbL5XLm7+/P2rVrx2QymbB8z549DACbN2+e3u0yZp5+vXjxYgaAvffee3q3+ccff2h8pzMzM5mnpyebMGFCtW035rNOTU1lTZs2ZcHBwezevXvVbrs6Li4u7LnnnjN4ff7+/fnnn9Wua+hxyZhjRV5eHouLi2N5eXlq+2rRogVr37692roffPABE4lELDY2VlhmzGf14MEDFhcXx+RyeY3aasxxWZuYmBgWExOjsdzQPpCdna3WHsYqv2u9evViDg4OLDU1VVheVFTEunXrxtzc3Ni5c+eqbdvSpUuZSCRiWVlZ1a5LCCGEMcNyvgkhhFjF9OnTUVJSgjFjxqBFixaQy+U4ceIENm7ciMaNG2Py5Mkm3+eAAQMAwOAJTVxdXfHYY48JdQqrDjsGKoeE/fnnnxgwYAB69+6NyZMno0uXLsjLy8OGDRtw4cIFzJw5E08++aTGcw8dOiTUSFL12GOPaQzVq+rKlSuYM2cOXF1d0b59e6xfv17reu3atUO7du2qfa1FRUUIDQ3FhAkT0Lp1a7i4uODq1av45Zdf4OHhgf/973/Cus7Ozpg/fz6mTZuG8ePHY8iQITh27BjWr1+PBQsWwNvbu9r9GWPUqFHo378/3n//fdy/fx/t27fH/v37sX37drz11luIiIgw6f6qmjlzJnbs2IFRo0YhJydH472eNGmS8P/vvfceNm/ejP79++PNN99EUVERvvjiC7Rt21atT3/zzTdYvnw5evToAalUqrHNMWPGwMXFBQDw2muvYeXKlRgxYgRmzZoFe3t7fP311wgICMDMmTOrbX9ISAjeeustfPHFFygvL0fXrl2xbds2HDt2DL/99pswJLuwsBBDhgxBbm4uZs+erTFxRUREBHr06FHt/tatW4eEhASUlJQAqCzG/+mnnwIAnnnmGSEr7fPPP8e1a9cQHR0NOzs7bNu2Dfv378enn34q1BnVZ8GCBejZsyf69u2LqVOnIjk5GV999RUGDx6MoUOHCutFR0dj/PjxmDt3LjIyMhAZGYm1a9fi/v37WLVqldo2v//+e3z88cf4559/hAlNjOnvxnxWzz77LP7991+1oZPGtNXQ169NREQEPD098eOPP8LNzQ0uLi6Ijo5GkyZNsGjRIkyePBl9+/bFU089hfT0dCxduhSNGzfG22+/rXe75ujXf/31F9555x00a9YMLVu21NjmoEGDEBAQAAAYN24cunfvjsmTJyM2Nha+vr5Yvnw5FAoFPv74Y71tB4z7rIcOHYq7d+/inXfewX///Yf//vtPeCwgIEBtNndddu7cicuXLwMAysvLceXKFeG78uijjwrH7vXr12PLli3o06cPXF1dcfDgQWzatAkvvvgixo4dW+1+DD0uGXqsACo/l8mTJ+OXX35Rm9Dkiy++wKOPPorBgwfjySefxLVr1/D999/jxRdfVMt6M+azmjt3LtauXYt79+4JE5oY01ZDX78uo0ePxvvvv4+CggK4u7sLyw3tAzt27MCnn36KcePGoUmTJsjJycGGDRtw7do1LFy4EIGBgcLzJk6ciDNnzuCFF15AXFycWsYkPydRdeDAAfTq1UsYIk0IIaQa1o5UEkII0W3v3r3shRdeYC1atGCurq7MwcGBRUZGsunTp7P09HS1dU2VURgeHs7Cw8ONaufu3bsZABYUFMQUCoXO9TIyMtiMGTNYZGQkc3R0ZJ6enmzgwIFsx44dGuvyDDddf+vWrau2Xb/88ovebfA/Q7O5ysrK2JtvvsnatWvH3N3dmb29PQsPD2dTpkzRmSnx008/sebNmzMHBwcWERHBlixZojVLtCpjMwoZq8zufPvtt1lwcDCzt7dnzZo1Y1988YXG/mCGjMK+ffvqfY+runbtGhs8eDCTSqXM09OTTZw4kaWlpWm8Vn3brPqeJyUlsXHjxjF3d3fm6urKRo4cyW7fvq233aoUCgVbuHAhCw8PZw4ODqx169Zs/fr1Wt8nXX+GZjvpe7/++ecfYb1du3YJmTNSqZR1796dbdq0yeDXxBhjx44dYz179mROTk7Mz8+PTZs2TS3DjistLWWzZs1igYGBzNHRkXXt2pX9/fffGuvxY4dqOzlD+7uhnxV/n2raVmNevzbbt29nrVq1YnZ2dgwA++WXX4THNm7cyDp27MgcHR2Zt7c3mzhxIktOTq52m+bo1/wzMaRPMcZYTk4OmzJlCvPx8WFSqZT17dtXI9u7OoZ81vra1LdvX4P2o+/9Uv08Tp8+zfr06cO8vLyYk5MTa9++Pfvxxx8NOt5yhhyXGDPsWMHYw98g1XZyf/31F+vQoQNzdHRkISEh7IMPPlDLBuQM/az4+1S1/xjaVmNevzbp6enMzs5O47fZ0D5w7tw5NmrUKNaoUSPm4ODAXF1dWe/evbUe78LDw3Vus+r5S15eHnNwcGA///yzQa+DEEIIYyLGDKxOTgghhBBCCCGEaDFlyhTcunULx44ds3ZTBN988w0WL16MO3fu1Himc0IIaWgoUEgIIYQQQgghpFYSExMRFRWFQ4cOoVevXtZuDsrLyxEREYF3330Xr732mrWbQwghdQYFCgkhhNRJ+fn5KC0t1buOak2j6mRmZkKhUOh83MHBweR1BQkhhBBCCCHEllCgkBBCSJ30/PPPY+3atXrXMeYnrnHjxkhISND5eN++fXHkyBGDt0cIIYQQQgghdQ0FCgkhhNRJsbGxePDggd51Bg4caPD2jh8/rjdD0cvLC507dzZ4e4QQQgghhBBS11CgkBBCCCGEEEIIIYQQArG1G0AIIYQQQgghhBBCCLE+O2s3QB+lUin8v0gksmJLCCGEEEIIIYQQQgipe1QHE4vF+nMGbTpQCACFhYXWbgIhhBBCCCGEEEIIIXWam5tbtevYfKAQAJycnCij0MwUCgVu376NZs2aQSKRWLs5hJgV9XfS0FCfJw0Z9X/S0FCfJw0N9XlSX5mybzPGIJPJDFrXpgOFPDgoEokoUGhmIpEIjDF6r0mDQP2dNDTU50lDRv2fNDTU50lDQ32e1Ffm6NuGbIcmMyGEEEIIIYQQQgghhFCgkBBCCCGEEEIIIYQQQoFCQgghhBBCCCGEEEIIbLxGISGEEEIIIYQQQggxPYVCgYqKCjDGrN0UooVSqQRjDGVlZRCLdef5iUQi2NnZmWwyHwoUEkIIIYQQQgghhDQQjDFkZGSgoKDA2k0hevCJTJKTkw2ahMTd3R3+/v61nviEAoWEEEIIIYQQQgghDQQPEvr6+sLJyYlmi7ZRjDHI5XI4ODjo/YwYY5DJZMjKygIABAQE1Gq/FCgkhBBCCCENzv379zFgwABs3LgRXbp0sXZzCCGEEItQKBRCkNDLy8vazSF68CHhhgRznZ2dAQBZWVnw9fWt1TBkmsyEEEIIIYQ0OJcvX0ZSUhL+/fdfazeFEEIIsZiKigoAlcEnUr/wz5R/xjVFgUJCCCGEENLgFBcXAwAePHhg5ZYQQgghlsOz1Gi4cf3DP9PaTk5DgUJCCCGEENLglJaWAgBSUlKs3BJCCCGEENtBgUJCCCGEENLg8IzC1NRUK7eEEEIIIcR2UKCQEEIIIYQ0OCUlJQBo6DEhhBBSH0ybNg0ODg749ttvrd2UOs9igcIlS5bAy8sLc+fOtdQuCSGEEEII0Uq1RqFSqbRyawghhBBSU9u2bcPp06cRHBxs7abUCxYJFF64cAFr1qxB69atLbE7QgghhBBC9OIZheXl5cjKyrJyawghhBBSEykpKXj77bexdu1a2NvbW7s59YKduXdQVFSEqVOnYunSpfjyyy/NvTtCCCGEEEKqxQOFQOVFhr+/vxVbQwghhFjXmB/G4G7WXYvus6lvU/z16l81fr5SqcTkyZMxY8YMSkwzIbMHCmfPno3BgwejX79+1QYKy8rKUFZWJvybT+msUCjq5dTdW8aNQ+5dy34RdWIMcrkcxxwcgHr4XhOihvo7aWioz5OGTEf/v6wy2/HqsWPRxs3NGq0jxPTomE8aGurzRnEKCkLbuXORW1YGO5X3S15YCIWsTM8zTU9eWIjM69dr/PzvVq2CUibDhP79kXn9OhRyOYrS0mq8TYmjI7wiImrcHlPjMTH+X0PWZ4xBqVRCoVBo3ZYhzBoo3LJlCy5fvozDhw8btP6SJUuwaNEi4d+urq64du0abt++bdSLqiuKioogL7PsF7E6crnc2k0gxGKov5OGhvo8aciq9n9ZRYXw/9kyGeQODpZuEiFmRcd80tBQnzeMRC6vDCYxBtUKvauHf2OV9igNjPX8tWcP3l2wQPj3mm+/xarff8eeDRvAoB5UM3SbVYmUSshksho915zKDIwbyeVyVFRU4N69exrJdiKRCOHh4QZtR8TMFIFLTk7GI488gq1bt6JNmzYAgJEjR6Jt27b47LPPtD5HV0ahg4NDvcwoNKWKigqIxWKIxTUrO6lQKBAfH4/IyEhIJBITt44Q20L9nTQ01OdJQ6ar/48cORKHDh0CALz33nv43//+Z60mEmJSdMwnDQ31eeOUlZUhOTkZoaGhcHJysnZzDFZYWIj09HTh31u3bsW8efPUYiAKhQJisRihoaG4deuWNZppUowxlJWVwdHR0aCYmEwmQ1JSEkJCQuDo6KixLblcDnd392q3ZbaMwsuXLyMzMxP9+vUTlikUCpw4cQIrV65Eenq6xpfY0dFR7cUwxlBQUACJREKBwmqMGTMGxcXFwglvTUkkEjq4kgaD+jtpaKjPk4asav8vLS2Fk5MTZDIZUlNT6btB6h065pOGhvq8YcRiMUQikfBXV7i7u8Pd3V3494svvogRI0aorTNy5Eg8/fTTeO655+rUa6uOoZ8VX08sFmt8F2xi6HGfPn1w/PhxtWWvv/46mjVrhjfffJO+wCZ09epV/P3333BycgJjrF59IQghhBBCzKG4uBhBQUFITU3FgwcPrN0cQgghhBjBx8cHPj4+asvs7e0RGBiI5s2bW6lV9YPZAoVubm5o1aqV2jKpVApvb2+N5aR2fv75ZwCVaaa5ubnw9va2cosIIYQQQmxbSUkJpFIpGjVqRIFCQgghhJD/Z/ZZj4l5FRcX47fffhP+nZycTIFCQgghhJBqlJSUwMvLC97e3oiNjbV2cwghhBBSS7dv37Z2E+qFms18UUO7du3SOZEJqZlNmzahoKAAHTt2BACkpKToXDcpKQk//vhjvZxBmhBCCCHEGMXFxXBxcUFwcDCys7NtcpZDQgghhBBLs2igkJjeypUrIZVKMXPmTADQOXRGoVDgySefxBtvvIGzZ89asomEEEIIITanpKQEzs7OCA4OBqD7HIoQQgghpCGhQGEddvHiRZw7dw5PPvkkWrZsCaBy6LE23377rRAgvHjxosXaSAghhBBiayoqKiCXy4WMQoAChYQQQgghAAUK67SVK1cCAF566SWEhIQA0H6SGx8fjw8//BCNGjUCAFy+fNlyjSSEEEIIsTElJSUAKifao0AhIYQQQshDFCisowoLC/HHH3+gY8eO6Ny5Mzw9PeHs7KxRo1CpVOKVV16BTCbDr7/+Cj8/P1y6dMk6jSaEECs7fvw4WrZsqTP7mhDSMBQXFwMAXFxchBupFCgkhBBCCKFAYZ31xx9/oKioCFOnTgUAiEQiNGrUSOPi99dff8XRo0fx8ssvIyYmBh06dMC1a9dQUVFhjWYTQohVnTlzBnfu3MF///1n7aYQQqyIZxQ6OzsjKCgIAAUKCSGEEEIAChTWSYwx/PTTT3Bzc8OECROE5SEhIRonubt27YJEIsGCBQsAAO3atYNMJsPNmzct2mZCCLEFPDgQHx9v5ZYQQqxJNaOQDz2uOiqDEEIIIaQhokBhHXTu3DlcvnwZTz/9NFxdXYXlwcHByMvLQ1FRkbDsxo0baNq0Kdzd3QEAHTp0AEB1CgkhDVNpaSkAChQS0tDxmwYuLi5wdHSEr68vZRQSQgghhIAChXXSTz/9BAB48cUX1ZbzGjv8jrhcLsedO3fQokULYR0KFBJCGjKZTAaAAoWENHSqk5kAlTdbU1NTrdkkQgghhBCbQIHCOiYvLw+bNm1Ct27d0L59e7XHqs58HB8fD4VCoRYojIyMhFQqpUAhIaRBooxCQgjwcOixaqAwJSUFjDFrNosQQgghxOooUFjHbNiwAaWlpcIkJqp4jR0+ocmNGzcAQC1QKJFI0K5dO1y6dIlOhgkhDQ7PIsrJyUFOTo6VW0MIsRZtGYVlZWV0XCCEEELqkE8++QRt2rSBp6cn/P39MXToUJw5c8bazarzKFBYh/BJTDw8PDBu3DiNx6tmFPIJS1q2bKm2Xvv27ZGTk4OkpCQzt5gQQmwLzygEKKuQkIZMtUYhAJrQhBAjFRQUIC8vz9rNIIQ0cM2aNcPSpUtx4cIF/PPPPwgPD8fw4cORmZlp7abVaRQorENOnjyJ2NhYTJo0SbgDrqpqjUKeUdi8eXO19ahOISGkoeI1CgHg9u3bVmwJIcSaqmYU8nMomtCEEMNMmjQJI0aMsHYzCCEN3FNPPYUBAwagadOmaN26Nb744gsUFBTg6tWr1m5anWZn7QYQw61cuRKA5iQmnL+/P+zs7NSGHoeEhMDNzU1tPV7b8NKlSxg1apQZW0wIIbaFBwcAyigkpCHjNQqrZhTShCaEGObSpUtQKBTWbgYhxITGbB6Du7l3LbrPpl5N8df4v0yyLblcjp9//hkeHh5o166dSbbZUFFGYR2RnZ2NP//8E7169ULr1q21riMWixEcHIwHDx5AqVTi5s2bavUJuTZt2kAikVBGISGkwSktLYWnpycAChQS0pDxmwbOzs4AgPDwcADA+fPnrdYmQuqKsrIypKWlCQF3Qgixpt27d8PLywtubm749ttvsXfvXvj6+lq7WXUaZRTWEevXr0dZWRleeuklvesFBwfj3r17SEpKQklJicawYwBwcnJCixYtKFBICGlwSktL4ePjA6lUSoFCQhqwqjUKW7ZsiQ4dOuC3337Dp59+KtxQIIRo4qOXSkpKwBiDSCSycosIIaZgqsw+c9mwYQOmTZsm/Hvnzp3o3bs3+vXrh7NnzyI7OxurVq3C008/jf/++w/+/v5WbG3dRhmFdQBjDCtXroSPjw8ef/xxves2atQI6enpwph8bRmFQOXw44SEBOTm5pq8vYQQYqtKS0vh5OSEyMhIxMfH0+zvhDRQVYcei0QivP766yguLsYvv/xizaYRYvNUJ0RUnSSMEELMadSoUTh79qzw17lzZwCVv+WRkZGIjo7GTz/9BDs7O/otryXKKLQiyZgxEN2tvgbAkeJi3EpMxNve3nCNjta7bmh6euVzpkwBALT+4gvYLV+usV6n7GxsAHCta1f0d3GBBEDzsjI4ODqC7gmS+o76e8NVeu8evOzs0CwlBUfz85HXpg387Or/TyH1edKQaev/sv+ftMS9f3/YiSvvm09UKvGeRILlH3yAt3/5BXaUJUXqKHMf81NUZjsu69oV7g3gd5TYNjrPMY5dUBAwdy5QVgbUod86t///E+iIpShlMpQlJwPXrxu/E0dHIDKyJs2rVyijsA746f9/jKcaMAym0f//UB/8/zvlLR0dta7XwckJAHBJZQZQQgip70oZg7NYjGYODgCA23K5lVtECLGGYqUSAOCscoHkKBbjFS8vJJSXY0dhobWaRojNSywvF/6ff5cIIcTSiktL8cF33+H0lStIePAAF2Jj8dJHHyElIwNjBw2ydvPqNLr9Y0WKv6qvAZCRkYEtTZqgX79+iNi/HxXVrB+0aRMwaRJi5XJ4eXnB+9o1VGi5S9AmJwcIDMSFQYNQ8csvUCgUuHnzJpo3bw6JRFLDV0RI3UD9veEq9fSEU0wMmk6ZAjzxBG7873/o9uyz1m6W2VGfJw2Ztv5fPGoUpMeOQXHlitq6L6al4bOICCxt2hSPHjpkjeYSUmvmPuYnvPIKsHo1AKBgyxZUtGpl8n0QYgw6zzFOhUwGJCUBoaHA/ycQ1UUSmQw3s7Oxfu5cZGVlwcfHB507d8Y/R46gdZcu1m5enUaBQhv366+/ory8vNpJTLiQkBDh/1u0aKGzuLC3tzfCwsJw6dIlUzSTEEJsHmMMJSUlQo1CgGY+JqShKi4uFuoTqgoMDMQTTzyB3377DRcvXkTHjh2t0DpCbJtqjUI+MRAhhFiak5MTNm/ebO1m1Es09NiGKZVKrFq1Cv7+/hg9erRBzwkODhb+X9dEJlz79u1x48YNyGj4MSGkASgrKwMASKVSREREAKBAISENVUlJCaRSqdbHpk+fDgD4/vvvLdkkQuqMxMRE4f/5xECEEELqDwoU2rDDhw/jzp07ePbZZ+Hw//W0qmNMoLBDhw5QKBS4XpMin4QQUsfwmRmdnZ3h7OyM0NBQChQS0kAVFxfrDBR26tQJvXr1wsaNG5H+/5PEEUIqMcYoo5AQQuo5ChTasJUrVwIAXnzxRYOf4+DggICAAACGZRQCwOXLl2vYQkIIqTtUA4UAEBkZifj4eDDGrNksQogVlJaW6gwUAsDrr78OuVwunIsRQirl5OSgpKQE7u7uACijkBBC6iMKFNqo1NRU7NixA4MGDULTpk2Nei7PKjQkoxAA1SkkhDQIPOtBNVBYVFREGUOENEC6ahRyo0ePRlhYGH766SehbAEh5OGwY36dQRmFhBBS/1Cg0EatWbMGCoXC4ElMVLVu3Rr+/v4ICwvTu15oaCi8vLwoo5AQ0iBoyygEqE4hIQ1RdYFCOzs7vPLKK0hLS6NC6YSo4MOOeaCQMgoJIaT+oUChDVIoFFi9ejWCgoIwYsQIo5//zTff4MyZM9VODS8SidChQwdcuXIFCoWips0lhJA6gU/cxAOFzZs3BwBcu3bNam0ihFieUqmETCYTjgW6vPDCC5BKpfj++++pRAEh/48HCvlvKGUUEkJI/UOBQht0/fp1JCQk4KmnnoK9vb3Rz3d3d1eb1ESf9u3bo7i4GHfv3jV6P4QQUpfwixlelyw6OhoAcOLECau1iRBiefxYoC+jEAC8vb0xadIkXLhwASdPnrRE0wjRavjw4fjwww+t3QwAlFHYkKSkpKCoqMjazSCEWAEFCm1QTk4OACA8PNzs++ITmlCdQkJIfVd16LGPjw+aN29OAQBCGpiqNw30mTZtGgDgu+++M2ubCNGFMYbDhw/j6NGj1m4KgMoahSKRCFFRUQAoo7C+UigU6Ny5M9566y1rN4UQYgUUKLRBubm5AABPT0+z74tPaEJ1Cgkh9R0PFDo5OQnLevbsiYSEBKSkpFirWYQQC+MZUNVlFAJAy5YtMWjQIGzbtk2YxIEQSyorK4NSqUR2dra1mwKgMqMwMDAQXl5eACijsL4qLCxETk4O/v77byq9QEgDRIFCG5SXlwcAwg+wOTVv3hxOTk64cuWK2fdFCCHWVDWjEKgMFAI0/JiQhqTqDOjVmT59OhQKBX744QdzNosQrXggjicSWFtSUhJCQkKEjFzKKKyf+JDjjIwM3Lhxw8qtIYRYGgUKbRA/EbBEoNDOzg5t2rTB5cuX6W4RIaRe44FC1eGGPXr0AAAafkxIA2JojUJu8ODBaNasGVavXk3ZU8TieJ/Lzs62+rm6XC5HamoqQkNDhd9S+k7UT4WFhcL/28qwd0KqKi8vx9y5c9GxY0d4enoiPDwckydPxoMHD6zdtDqPAoU2yJJDj4HKOoUZGRnIysqyyP4IIcRYKSkpaietNaEto7BZs2bw8/OjjEJCGhBjA4VisRivv/46cnNzsWHDBnM2jRANPBBXUVFh9YklUlJSwBhDWFgYxGIxnJ2dKaOwnlINAB85csR6DSFEj5KSEly6dAnvvfceTp8+jU2bNuHWrVt4/PHHrd20Oo8ChTbIkkOPgYd1CimtnBBii5RKJbp06YI5c+bUajvaAoUikQjdu3fH5cuXrX4BRgixDH4BbMhkJtwzzzwDDw8PfPfdd1bP6iINi2ogztp1CvmMx6GhoQAqg+2UUVg/Vc0opOMesUUeHh7Yu3cvxo8fj+bNmyM6OhpLly7FhQsXqK5wLdlZuwFEkzUyCgHg5s2bFtkfIYQYo6SkBNnZ2bh69WqttwNo1iXr2bMndu7cibNnz6J///612gchxPbVJFDo6uqKF154AUuWLMHBgwcxaNAgczWPEDWqgbjc3Fw0btzYam3hF948UCiVSimjsJ7iN0/9/PyQmZmJuLg4tGrVysqtIuYWFxcHmUxm0X06OTmhZcuWJttefn4+RCKRxWIp9RVlFNqgvLw8SKVSODg4WGR/bdu2hUgkooxCQohN4hchtb0zqC2jEKAJTQhpaLTVKzXEq6++CrFYjO+//94czSJEK9Vs95ycHCu25GFGYVhYGIDK7xBlFNZPvN8NGzYMANUpJHWDTCbDe++9hwkTJsDd3d3azanTKKPQBuXl5Vls2DFQOWwgKiqKMgoJITaJBwpTU1NRVlYGR0fHGm2H3yGtGijs1KkTHB0daUITQhoIHtgwtEYh17hxY4waNQrbt2/HrVu3EBUVZY7mEaJGNRBnyqHHycnJGD16NFatWiWUIaqOtqHHmZmZJmsTsR08UDh06FCsW7cO//77L1555RUrt4qYmykz+8xhw4YNmDZtmvDvnTt3onfv3gAqJzZ56qmnwBijG3omQBmFNig3N9fiqbLt2rVDUlISCgoKLLpfVXl5eRgzZgyuXbtmtTYQQmyP6kVScnJyjbejK6PQ0dERnTt3xsmTJ6FQKGq8fUJI3cBvPhibUQgA06dPBwAsW7bMpG0iRBfVob28PBGXmJiIuLi4Gm335MmTuHr1Ko4dO2bwc5KSkuDk5ARfX18AlFFYn/FAYUhICDp06EB1ColNGDVqFM6ePSv8de7cGcDDIGFiYiL27t1L2YQmYNZA4ddff41HHnkEoaGhaNasGSZOnIjbt2+bc5f1gqUzCoGHdQqvXLkiLCsoKECXLl3w+++/W6QNR48exe7du2lGQUKIGh7gA2o3/FhfcKBnz54oLCykGxWENAA1qVHIxcTEoH379vj111+FyecIMSd9GYUvv/wyBg4cCKVSafR209LSAGgGH/VJTExEaGgoRCIRgMqMQqpRWD/xyUxcXFzQt29fZGZmIjY21sqtqp3U1FS8+eabVk2MsVWMMSQlJdn899nNzQ2RkZHCn7OzsxAkjI+Px99//w0fHx9rN7NeMGug8MSJE3jxxRexf/9+bN26FeXl5Xj88cfpzpMejDGrZBRqCxQeOnQIV65cweHDhy3SBh4AqO2EBYSQ+kX1pIUPe6qJ0tJSiMVi2NvbazzG6xTS8GNC6r/aZBSKRCJMnz4dxcXFWLNmjYlbRoimqpOZqLp37x4yMzNrdO7MA4X5+fkGrc8DCbw+IVD5HSotLa1RoJLYNt7v3Nzc0KdPHwB1v07hokWL8MMPP+DAgQPWborNKSsrQ0ZGBrKysqzdFKOUl5djwoQJuHDhAtauXQuFQoG0tDSkpaVBLpdbu3l1mlkDhX/++SeefvpptGzZEm3btsXy5cuRnJyMS5cumXO3dVpxcTEqKiosnlHYrl07AMDly5eFZQcPHgQAZGRkWKQNCQkJANSDlYQQonqRxI8TNSGTyeDs7CxkQqjq0aMHAJrQhJCGgAcKja1RyD3xxBPw8/PD8uXLqVwBMTtdGYWMMaSmpgIA/vvvP6O3m56eDsDwjMK8vDwUFRUJ9QmBh98hW89CIsbjGYWurq7o3bs3xGIx/v33Xyu3quaKioqwfv16AKBscC34b1ldC66lpKRg165dSE5ORteuXREWFib80c3/2rHoZCY8zVdXEKysrAxlZWXCv3kdBIVCofXCrq67efOm2usFHv5ol5eX4+LFixZrC2MMvr6+OHXqlLDfPXv2AKi8W2mJtvAgZWpqKg4fPmzxYClpOBhjkMvluHz5cr08ttQ3169fF/7/4sWLNT4eZWRkwMHBQefzGzdujH///deix15LoT5PGrKq/Z9nJsfHx+PBgwc12uaoUaOwevVqfPvtt+jXr58JW0uIuvv376v9P/+NKioqEkpz7NixQ8iMBww75vNyUAkJCQb97t26dQsAYG9vL6zPA4SnT5+Gt7e3ka+M2DJ+nLxz5w4cHBwQFRWFw4cP48KFCzZ5HlFdn9++fbsQi7h+/Xq9PNczloODA2QyGZRKpXAsKSsrq1OBf39/f72B35q8FpFIBCcnp1q0yrR4TMzQGqGMMTDGoFQqNW5mGlNn1GKBQqVSiblz5yI6OhqtWrXSus6SJUuwaNEi4d+urq64du0abt++XS+LpxYVFWmk6vM7hc7OzhpBRHNr1qwZzp49i6KiImRkZCAlJUVokyXawu+KAkBsbCy6dOli9n2Shq2u3TVrqHhBbeDhzMc1IZPJ4ODgoPP5rVu3xu7du5GcnAw/P78a7cPWUZ8nDRnv/6oXDjU9nowcORK//vorNm7cKGQkE2IO/DfQ3t4eeXl5Qp9VPW++ePEiZDKZRoBE3zGfz1acn59v0PeATybm4+MjrM9LeeTn59c4Q5fYpsLCQkgkEiiVSpSVlaF9+/a4ceMGbt68iSZNmli7eTrp6vNbtmyBSCQSynxZ+jrb1ohEItjb20OpVKoFlMrLyzXiE5mZmXBwcICHh4c1mmpxIpEIMpnM2s3QYGiflcvlqKiowL179zR+E0QiEcLDww3ajsUChbNmzUJcXBz27t2rc523334br732mvBvHhxs1qyZTd65MAfeKVu3bo2uXbtabL8KhQJt2rTByZMn4erqKmTwODk5IS8vD126dDH7Z5CVlQVHR0chs9SSr580LAqFAvHx8YiMjIREIrF2c0g1VO/65uXl1fjYIBaL4eHhofP5jz76KHbv3o2SkpJ6d/yhPk8asqr939HREU5OTujevXutthsTE4MzZ85Y5ByJNFw8ABcSEgK5XC78PvFrBldXV+Tl5cHDwwPNmzcHYNgxnw8tVSgUBv3mnT9/HgDQp08fYf2IiAgAQGRkJFq3bl3Tl0hskL29Pdzd3dGtWzcAlSUXNm7ciJycHDzxxBNWbp0mfX3+3LlzuHnzJh577DFs27YNzs7O9e48z1hlZWVITk6Gs7MznJychACrQqGAs7MzxOLKCnVKpRI5OTlwdHREcHCwNZvcYDHGUFZWBkdHR4PPNezs7BASEgJHR0eNbRmaNGCRQOHs2bOxb98+7NmzB40aNdK5nqOjo9qLYYyhoKAAEomkwZyA8ZRob29vi1/M8ZOLq1ev4tChQxCLxRg2bBj++usvFBQUmHVIQXFxMbKzszF8+HDs2bMH165do4tZYnYSiYT6WR3AL4a8vb2RnJwMkUgknMAYux03Nzedn3mvXr0AVA6hmjBhQs0bbMOoz5OGjPf/0tJSSKXSWn8XoqKi8M8//yAzMxNBQUEmaiUh6kpKSiASiRAcHIxbt24J/ZaXKxo5ciT++OMPHD9+XGPUlq5jvkKhEDIK8/LyDPou8JFG4eHhwvqurq4AKn9f6belfikqKoKrq6vwucbExEAsFuPo0aOYNm2alVunm7Y+v2rVKgDAnDlzsG3bNuTm5jb4/ioWiyESiYQ/1SzC8vJyYehteXk5gMrAYnl5ORwcHKzSXgLhszJ0PbFYrNHPjRmla9bJTBhjmD17Nnbv3o0dO3YYnObYkPEx9taoz9eiRQsAlXcMjxw5gi5dugjL+MlITcXHx+Pbb7/V2Tn5BAXt2rVDaGgoTWhCCBHwYYItWrQQZmWr6Xb0zXLarFkz+Pn50YQmhNRzxcXFJhkmGRkZCaDyHIcQcykpKYGLiwu8vb2Rk5MjnEvzc/OxY8cCAI4dO2bwNjMyMoTAgKETO/CadSEhIcIy/ptal2qaEcPwQCHn6emJDh064NixY3Vqluvc3Fxs3LgR0dHR6Ny5M9zc3DT6fE5ODpo3b45t27ZZpY22QPUzVc04Ux3uqjqxEqn/zBoonDVrFjZt2oSVK1fC1dUV6enpSE9PF4plEk185jFrBAqDg4Ph7u6OP/74A/n5+RgwYAACAgIA1C5QqFAoMGnSJMyaNUvnrGw8UBgeHo62bdvixo0bVEuLEALg4YkJv3HBL1aMVVpaCmdnZ52Pi0QidO/eHZcvX1ari0gIqV9KSkr0HgsMxYddUqCQmFNxcTFcXV3h4+MDhUIhjD7iNQpbt26NVq1a4dixYwZni6Slpaltn2cN6ZOUlAR/f3+17w4PuFMAof7h/U5V3759kZWVhdjYWCu1yni//fYbSktL8dJLLwGovMauOtP3zZs3ce/ePRw/ftwaTbQJugKFqv9P58YNi1kDhatXr0ZBQQFGjhyJFi1aCH9//fWXOXdbp/EDl6enp8X3LRaL0a5dO6ENgwYNgr+/P4DaBQrXrl2LCxcuAAB2796tdZ3ExEQAlYHCdu3aoby8HHFxcTXeJyGk/uA3l3igkN9YqMl2qpvFrGfPnlAoFDh79myN9kEIsX08Q6u2eEYhnz2WEHPgGbC8BBCf+JCfmwcGBqJPnz5ISUnBvXv3DNomfy4v+VQ1cKJNUlISQkND1ZbxjEIKFNY/hYWFcHNzU1vWp08fAMDRo0et0SSjMcbw008/wcvLC+PHjwdQeY1dNaMwKytL7b+WcPPmTZuarLXq0GOOZxSKRCIKFDYwZg0U5ubmav17+umnzbnbOs2aQ4+ByqG/QGXNkejoaCGjsKZD/fLy8vDBBx8gICAAgYGB2LVrl9b1+IV/WFiY0AYafkwIAdSHHgMPbywYQ6FQQC6X6x16DFQGCgHQ8GNC6rHqyhAYqmnTphCLxZRRSMyquLgYUqlUCBTyoF5aWhpcXV3h6uqK3r17A4DOkTtV8UBhVFQUgOqHH1dUVCAlJUUjUMgD7jT0uH5hjKGoqEjjhkrv3r0hFovx77//Wqllxjl27Bhu3LiBZ599VsiE9fb21giM8+C7pQKFJ0+eRNu2bbF161aL7M8Q1Q09dnd3R0lJiTA7Mqn/zBooJMazZkYhAHTo0AFA5R0je3v7Wg89nj9/PrKysrBgwQKMGDECt27d0nrnXVug8OrVqzXaJyGkfuGZCnzCpZoMPeZZidUNN+zUqRMcHR1x8uRJo/dBCKkbTFWj0MHBAeHh4bhz544JWkWIdlUzCnNycgBUBgoDAwMBVE40ARie6cWHLfMbcNUFCh88eAClUomwsDC15VSjsH6SyWRQKBQaGYUeHh7o2LEjjh49WifqFK5YsQIA8OKLLwrLeEahavstnVHIM38PHjxokf0ZQl+g0MHBQegLlD3ccFCg0Mbk5eXB0dHRJLVzaiImJgaOjo7CjJ+1CRRev34dy5cvR7du3TBp0iSMGDECALBnzx6NdRMTExEYGAgnJydERERAKpVSRiEhBEDlBYidnR3CwsJgZ2dXo6HHhgYKHR0d0blzZ5w6dYrumhJSDzHGTJZRCFQOP75z545NDSEj9QsPFPLRRjz7STVQGBQUhMjISKMzCnmgsLqhx/wGna6MQgoe1C98iGnVGoVAZZ3C7OxsXL9+3dLNMkp6ejq2bduG/v37CzeagcpRe4wxodYn8DBAyL9b5lZYWAgANnVTmgcK7e3thUAhYwxyuRyOjo5CX6Dhxw0HBQptTG5urtWGHQNA48aNkZOTg6eeegpAZZqxo6Oj0UOPGWOYOXMmFAoFvvnmG4jFYjzyyCNwcnLSWqcwMTFRuEspkUjQpk0bXLlyhU68CSEoLS2Fi4sLJBIJQkNDzZpRCAA9evRAQUGBzZ8EE0KMJ5PJwBgzaaCwpKQEDx48MMn2CFHFGBOGHvv4+ACovFYoLy9HVlaWcEMfqLzZf/fuXSQnJ1e73bS0NIhEIoOHHvOSH1SjsGHggSxtgcK6Uqdw7dq1KC8vx9SpU9WW8+tsnpkLWH7ocX5+PgAgNjbWoPqglsBvjjs5OQk1ChUKBRQKhZDEJBaLKVDYgFCg0Mbk5eVZbdgxZ29vL/y/SCRCYGCg0RmF27Ztw+HDh/H888+jS5cuACpPJh555BH8999/aickZWVlSE1NVRvO0L59e2RlZQlDIwghDRe/SAIqL1JqUqOQD4syJFDI6xTa0p1eQohp8ICGKYYeAzTzMTEvuVwOhUKhkVHIz8uDgoKEdfnw42PHjlW73bS0NPj6+sLPzw9A9YFCfoOu6tBjqlFYP+nLKOzVq5fN1ylUKBT4+eefERgYiEcffVTtMX6drdrneYCwqKgIMpnM7O3jgUIAOH36tNn3ZwilUgmxWAwHBwchQMjrEzo4OEAsFsPFxQXFxcVWH3a+aNEi9OjRA97e3mjUqBHGjh2LmzdvWrVN9REFCm1MXl6eVTMKtfH39zcqUFhaWop33nkH7u7umD9/vtpjI0aMQEVFBfbv3y8s4xf9qicfNKEJIYRTHSYYFhaG3Nxc4W63oYzNKARoQhNC6iMe0DBlRiFAgUJiHqqBbdWMQn5eXjWjEDAsUJieno6AgADhmqOmQ4+pRmH9pC9QyOsUHjt2zOoBI10OHDiA+/fvY/LkyWoJMAC09nnVIceWyCpUPYe1lZvSPFDI3y+5XC4ECvns6K6urlAqlcI5tbUcO3YMr776Ko4dO4Y9e/agoqICI0aMoMxmE6NAoY2x9tBjbfz9/ZGRkWHwMOCvvvoKCQkJ+N///qd2AgMAw4cPBwC14cc8UNi4cWNhGQ8Ubt26lYYfE9LAqQYK+UWKsVmF/A6xIYFCX19fREVF2czJGyHEdPiFhKkDhdomaiOktlQDhXwyk+zsbGHEjWpGYXh4OMLCwgzOKAwMDNSaXaVNUlISHB0dhQxEjmoU1k88UFh1MhPO1usUrlixAmKxGFOmTNF4jPd51UChanDQEoFCnlHo5ORkM+eaqhmFQGWgkNcqVA0UAtavU7hr1y48++yzaN26Ndq3b4+ff/4ZiYmJuHDhglXbVd/YWbsB5KHS0lKUlZXBw8PD2k1RExAQgPLycuTm5gonKbokJCRg8eLFaNGiBV577TWNxxs1aoSOHTvi77//RkVFBezs7LRmFHbp0gXdu3fHmjVrAADLly+HnR11V0IaopKSEiGTIjw8HEBloLB169ZGbQMwPDjQs2dPrFmzBg8ePEBwcLCRLSaE2CqeCWGqQGGTJk0gkUho5mNiFqqBbalUCicnJ50ZhUBlVuFvv/2mt7Z4UVERioqKEBAQYHCgMDExEaGhoRCL1XNMnJ2dIRKJKFBYz/BAkK4SDX379sXXX3+Nf//9F23btrVk06qVmJiIvXv3YtiwYRpD5YGHGYWqfd7SGYUFBQWwt7dH9+7dcebMGeGa2Jp4oDAtLQ1yuRy3b9+GUqmEQqHAzZs3IRKJAFQGEO/fv2/SurxOTk5o2bJljZ/PA6+2lmxV11FGoQ3hdzZsrZMbM/Pxu+++C5lMhq+//loj1ZsbMWIEcnNzcejQIQDA/fv3AagHCu3t7bF3714MHToUa9aswfjx42lYAyENlLaMQmMnNOHBAScnJ4PW53UKafgxIfWLqWsU2tvbo3HjxjT0mJgFP/fl/dXb2xs5OTlCRiGf9Zjjw4/1zX6clpYmPNfDwwMikcigocdVhx0DlbXMpVIpnaPXM9VlFNpyncJffvkFSqVSYxITjie98D5fUVGB3Nxc4brVUoFCd3d39OjRAyUlJTZRakupVEIikQgBQcaYMKqPL+P/b0uj/ZRKJWbNmoWePXuiTZs21m5OvUIpWjaEH7CsPZlJVaqBQn3R/iNHjmDLli149NFHMXDgQJ3rPffcc/jss8+wZMkSDBkyRMgo5JlCnIuLC7Zs2YKpU6fit99+w/Dhw/HXX3/ZXCCVEGJeVWsUApXZy8YwpkYh8LBO4cmTJzFu3Dij9kUIsV1VAy+mEBkZiX///VfIyLAEhUIBsVisdgFH6p+qgW0vLy+1yUz0BQp1Zd2rPlcsFsPDw0NvRmF+fj7y8/O1BgoBUKCwHtJXoxAA3N3d0alTJ6FOoaWOe9UpLy/HmjVr0LhxYwwePFjrOlWHHvPZjyMjIxEXF6eWXWguBQUF8PDwUDvX7NSpk9n3qw//HFu0aIHLly/Dx8cHRUVFEIvFaNWqlbBeUlISMjIy0LJlS4NvvpvTG2+8gevXr+Off/6xdlPqHdv4VhMAD1OgbS0Q5u/vD0B/RmFFRQXefvttODo6YvHixXq3Fx4ejieeeAKHDx/GhQsXkJiYCG9vb613rezt7bFq1SrMmDEDJ06cQP/+/ZGcnFyr18OnfyeE2L6KigrI5XKNQGFNMwoNHW4YFRUFX19fyigkpJ7hgRdDbxoYIiIiAjKZDCkpKSbbZnVGjx6NFi1a2MyMmcQ8qgYKfXx8kJubi9TUVIjFYvj6+qqtHxkZicDAQIMyCnkigKenp95AIf+9DQkJ0fo4nwmV1B98sg1dGYUA0KdPH+Tk5ODatWuWala1jhw5grS0NEyZMgUSiUTrOlUnM+EZhM2bNwcAZGZmmr2dBQUFcHNzQ/fu3QHYxoQm/OaTnZ0dJBIJysrKUFZWJtQn5PixyNp1CgHgzTffxJ49e7B//36dxydScxQotCG2PvRYX72Tn376CdevX8eMGTPQtGnTarc5Y8YMAA8nPtFWQ4ITi8X4/PPP8fnnnyM2NhZ9+/ZFXFyc3u3fv39f652FDRs2wMPDA/PmzRNmciKE2K6qtQWdnZ3h5+dn9GQmxmYUikQidO/eHZcuXaILIELqEVMPPQYsP/NxQkIC9u/fj3v37qF///748ssvbXb2UVI7VSff8fLyQm5uLh48eICAgACNYIhIJELv3r1x7do1oW5XVapDjwHDA4W6ztWlUin9TtYz1dUoBCrrFALA0aNHLdImQ/z555+wt7fH888/r3OdqhmFPIOwRYsWav82J55R6OnpiVatWlk9UMiHGfPMUHt7e+H8u2qgkGeZWvM7zxjDm2++ie3bt2Pfvn1o0qSJ1dpSn1Gg0IbwH2lbHXrMTyyqysrKwkcffYTQ0FDMmTPHoG22b98egwYNwpYtW5CcnKwx7FibGTNmYPXq1UhNTUX//v1x5swZnetOnz4dw4YN0yi0unr1asjlcnz++efo2rUrTp06ZVB7CSHWoW2YYFhYmNkDhUBlDR6FQoGzZ88atS9CiO3i2SN8giRT4IFCS01osmPHDgDARx99hIiICLz33nsYPXq03hu6pG7iF+P84tzHxwdKpRK3bt3SmMiE69OnDxhjuHTpktbHqwYKefBRFx4o1Df0mP/GkvqhuhqFgO3VKbx9+zZOnz6N0aNH6/xuAIBEIoG7u7tw3c1/E5o1a6b2b3NhjCE/P194b3v27ImkpCSjR8qYEr/RxAOFDg4OwjI+CzLn4OAAR0dHq2YUvvHGG9iwYQN+/fVXuLm5IS0tDWlpaXQcMjEKFNoQWx16XF1G4ccff4y8vDx8/vnnRs0iOHPmTCiVSiiVSoMChQAwadIkbN26FTKZDIMHD8bff/+tsY5MJhNqBW3ZskVYnpmZif/++w/Dhw/HJ598grt376Jv376YNWsW3QklxEZpGyYYGhqKBw8eoLy83ODtGDuZCUATmhBSH1U3jLImLJ1RuH37djg7O+Ott97CqVOn8Nxzz2Hfvn3o2rUrjhw5YpE2EMuoerOMXyMUFBQgKChI63N69+4NADh//rzWx6vWN/Tw8EB+fr7OrFR+Y05XoJCGHtc/1dUoBDTrFFrbzz//DAB46aWXql1XNTjOMwgDAwPh5eVl9kChTCZDRUUFPDw8AMAmhh/zslyqgUKuakYhUPmdl8lkRp2Hm9KKFSuQn5+PgQMHIiwsTPjbvHmzVdpTX1Gg0IbwAxY/cNgKd3d3ODo6ag0UlpSUYN26dejSpYvRBf/79++Pjh07AtA9nEGboUOHYt++fXBycsLjjz+OTZs2qT1+/PhxyGQyAFA7YOzatQtKpRLjxo3Du+++i7NnzyI6OhrffvstOnfuTEVQCbFBVYceA5V1TpVKpVH1wLRtpzqdOnWCo6Oj1YeEEEJMJykpCWKxGMHBwSbbZuPGjWFnZ4fbt2+bbJu68JuegwYNglQqhYuLC1auXIk1a9agsLAQQ4YMwccff0z1mOuJqkNAVTNhdWVNtWrVCj4+PjoDhWlpaXB0dBSuN7y8vMAYQ0FBgdb1q8sopEBh/cNrFFZXooHXKbx69aolmqVTaWkp1q9fjyZNmggT+uijOtyeBwZ9fX3h6+tr9kAhLwnAv398QhNrjnLTllHIaQsUWnv4sVwu1/r37LPPWqU99RUFCm2IrWYUikQiBAYGap3MZN++fSgpKcFTTz1l9Mx7IpEI77//PkQiETp37mzUc6Ojo/HPP//Az88Pb775JuRyufDYwYMHAQBt2rTBqVOnhNlRt23bBjs7O4wYMQIA0LJlS/zzzz/46quvkJaWhiFDhuCVV17RWdOFEGJ5PBNQ9WSVX6wYM0yD3zwwZuixo6MjOnfujFOnTtnE3XJCSO0lJycjODgYdnZ2JtumnZ0dGjdubJGMQn7Tc/To0WrLn376aZw6dQrt27fHggULMHjwYItOrkLMo2qNQm9vb+GxqjMec2KxGD179sSNGzeEgI+qtLQ0BAUFCeftVSd3qCopKQk+Pj46g0ZSqRRlZWUUnK5HiouLIZVKdU4IwvXr1w+A9esU/vnnn8jJycG4ceMMuh7VllHo4+MDX19fs9co5AF5PvQ4MjISfn5+Vh29ws9x+edtb28vPFZ16DHwMFBoCxOaEPOhQKENsdXJTIDKmY+1BQq3bt0KAHjsscdqtN1HH30UGRkZ6NWrl9HPbdmyJaZNm4bs7Gzs27dPWH7w4EH4+fnho48+AlD545Gfn49Dhw6hX79+au+vRCLB9OnTcfHiRTzyyCNYvXo12rdvj127dtXo9RBCTKvqRRLwMAOZ3wQwRE1qFAKVd3rz8/Nx/fp1o55HCLGulJQUbNu2TWN5UlKSWWZHbNu2LeLi4jB79myzTpa2fft2SCQS4aanqqioKBw7dgzTpk3DsWPH0KVLF+zdu9dsbanq1q1baudjxDjFxcUYNWoUDh8+LCzTNfQY0B0oBCqHHysUCq1ZSunp6WrZiLw2uq4JTZKSknRmEwIPf595W0ndV1hYqLc+IdezZ09IJBKr1ylcuXIlnJ2dMWrUKIPW9/T0RH5+PhQKhVpGoY+PD7KyssAYM1tbeaCQZxTyyfMuX75stQw9XRmFDg4OwjJVTk5OsLOzo0BhPUeBQhuSm5sLOzs7k87EZyr+/v7IyMhQO3DKZDLs3r0b0dHRek8gqlObodY8k/G3334DUHnyc/nyZTzyyCMYMmQIPDw8sHnzZuzduxdyuVxnQLNJkybYu3cvVqxYgeLiYjz++OPYuHFjjdtFCDENXUOPARg1oQkPFBoz9Bh4WKdw48aNuHDhAm7evImKigqjtkEIsby5c+fiiSeeUDtOlJWVISMjo1bnLLp8+eWX6NmzJ5YuXYqYmBjcunXL5PsoLCzEwYMH0bdvX7XMMlWOjo5YsmQJNm3aBIVCgXHjxmm90WsOH374IUaPHq13Bl2i29mzZ7Fv3z7s3LlTWFZ1lm7Vocf6AoV8+OV///2ntlyhUCAjI8PgQKFCoUBycrLe7wxvGw0/rj+Kior01ifk3N3d0bFjR6uWaLl8+TJOnTqF8ePHw93d3aDneHt7C5OKZGdnw9nZGVKpFH5+fqioqDDr6DIeKFRta8+ePaFQKHDu3Dmz7VcffYFCbUQiEVxcXFBSUkKZxPUYBQptSF5eHry8vIwewmsJAQEBKC8vVxuWcODAARQVFeHxxx+3WrtCQ0PRt29f7Nq1C7m5ucJd2IEDB8LR0RGjR4/GhQsXsHTpUohEIr13mkQiESZPniz82Kne0SWEWIe2QGFNhh7z7dQko1AsFmPx4sXo3r072rZti6lTpxq1DUKIZSmVSqEMiWrdQD4U1xyBwtDQUBw8eBDvvfceLl++jF69eiE5Odmk+/j7778hl8s1hh1r89hjj+Hdd99FeXk57t69a9J26JKRkQGlUkkzxddQbGwsAKgFdqsGCg3NKGzXrh1cXV1x7NgxteVZWVlQKBRqz+WBQm1Dj1NTU6FQKPTWEue/zxQorD+Ki4sNChQClaM8MjMzrXYTdeXKlQAMm8SEU+3zWVlZ8PX1BfAwEG/OOoU8CKkaKOR1Cq01/FhboFAikei9ue7q6grGGGUS12MUKLQhubm5woHL1vA7j2lpacIyPux4zJgxVmkTN3HiRMjlcmzZskW4MBgwYAAAYPz48QAqZ37r3r27zhniVEVERMDLy8ss2QCE1HdLly7FY489ZrJhG9oChT4+PpBKpUZnFOoaQqGPr68vdu/eja+++gqffPIJvLy8aBgyITbu8uXLwoWeat3A6iZlqC07Ozt89NFH2LBhA/Lz8/Hee++ZdPvbt28HUFm2xRB8whZL1SrMyckBAJw+fdoi+6tveKBQdfLA4uJiiEQi4SaXoRmFEokEHTp0wLlz54SMeuDhebzqc3nwUVsWlSHfGcoorH8KCwsNDhTy7GZrZBIXFhZiw4YN6Nixo1H17nmfz8vLQ3Z2tvC94gFDc9Yp5HVDVQOFnTp1goODg9UmNKk667FYLEarVq30TvpFdQrrPwoU2pD8/HybrE8IPAwU8pOXsrIy7Nq1C507d0bjxo2t2LLKQKWTkxPWr1+PQ4cOoUWLFkL9oUceeUQ4+BtaR1EkEqF58+a4efOmuZpMSL21c+dO7Nmzx2QnWdoChSKRCKGhoUYFCmUymdHZhNyAAQMwffp0vPvuu4iIiEBmZqbe9RMTE61er4eQhuzAgQPC/6sGCnmGnzlqFKoaO3Yshg8fjj/++APHjx83yTazs7Oxe/dudOvWDY0aNTLoOfwiLzU11SRtqA7PSDtz5oxF9lffaMsoLCkpgVQqFUYbGTKZCde5c2eUl5erBW75tg3NKOS/s4bUKFQNSJK6zdChx0D1k+GY0++//46ioiK8/PLLRo3IU22zakYh/29153m1UXXWY6Cy5l+nTp1w8uRJq0yeV3UyE+BhVqEu/LhEgcL6iwKFNsSWMwr9/f0BPDzBOHz4MPLz862eTQhU3pEZPXo0Tpw4gQcPHmDQoEHCY/b29njiiSdgZ2dn1IQrUVFRyMrKEu6OE0IMwy9ITTXUrWohdy48PByJiYkGZy7yi63a0lavtap58+Zh6NChZp85jxCi3YEDB+Ds7Ax7e3utgUJzZRSq+uKLL2Bvb4+33nrLJDWcvv/+exQXF+O1114z+DmWzijkgYLTp0+bdTKA+ogxpjOjUPX3z8nJCVKpFO7u7tX+pnXq1AkA1IYf84x41UwhfYFCnlGob+gxZRTWLwqFAiUlJXUiULhlyxZIpVI88cQTRj2P9/n09HQUFhZaNKOQBwqrThbTo0cP5OXl4caNG2bbty5Vhx4bQiwWw8XFBcXFxXS8r6coUGgj5HI5SkpKbDZQWDWjcMuWLQCsP+yYmzhxovD/fNgx99lnn+HChQto0qSJwduLiooCABp+TIiR+LCmO3fumGR7/MKjajZgWFgYSktLDa4jU1paWuOMQlX+/v6Qy+VCMWptkpKSoFAorFrcm5CGqqioCCdOnEDfvn3RuHFjiw49VtWsWTO8+eabuHz5MlavXl2rbRUUFGDZsmWIiIgw6oLYkhmFpaWlQkZZbm6uWm1IUr309HTh5nRubq4wc3bVQCFQOfxYdTISXVq1agWpVCoEChUKBVasWAFfX1/0799fWE91GGZVhnxnqEZh/cI/R2OHHlsjuSI5ORlNmjQxuK0c7/P896FqRqE5axTyocdVJ/PkdQqtMfy4JoFCoLKPKBQKyiaupyhQaCP4XRhbH3q8f/9+DBkyBL/++is6dOiAZs2aWblllQYOHIiAgADY29ujT58+ao9JpVK0aNHCqO1RoJAQ4xUXFwsnQKYKFGobegwYP6FJaWkpnJycat0ePz8/AOoZH1Xxx2palHrDhg1mHfZCSH129OhRlJeXY+DAgWjWrBnu3bsnZPQlJyfDyclJuBg0t7lz5yIoKAjz5s2rVbbNihUrkJeXh9mzZ8POzs7g50mlUnh6euLBgwdqy2NjY9GmTRuTZq7w18eHtFKdQuPwbEL+O8V/R4qLizV+/xYuXIhPP/202m3a29sjOjoap06dglwux+7du3H37l289NJLajfO9M16nJiYCHt7e73DnCmjsH7h53FVM950sWZGYVpamkH156uqGiismlFoiaHHVWdo7t69OwDrTGhSm0AhQHUK6ysKFNoIfnC19YzCffv24dixY5gwYQJ+++03K7fqITs7O6xcuRI//vij0XeVtOGBQtU6hYwxvPbaa1izZk2tt09IfaSatWKqocf8LmXVjAo+DCohIcGg7chkMpMNPQYMCxTWJKMwNjYWzz//PL777ruaNZCQBo5PajZw4EBERERALpcLQ46Tk5MREhJiVC2r2nBzc8PChQuRnZ2NTz75pEbbKC0txdKlSxESEoJJkyYZ/fzg4GCNQOGhQ4dw69YtbNu2rUZt0oZnEw0ZMgQA1Sk0Fg8U9uzZE8DD35GSkhKN378JEyYYPKKnd+/ekMlkOH/+PL799lvY29vjlVdeUVvHwcEBUqlUZ0ZhSEiI3gAC1SisX3jQp2q/04VnFFo6UMhvThuSXVsVv97WlVFozqHHfERK1UBhYGAgmjZtapXRKDUNFPI+QoHC+okChTaC/zjbakahh4cH5s6di7lz5+L27dtYt26dzWQTckOHDsUzzzxjkm1FRERALBarZRQmJCTg559/xoIFC6gWAyFaqM6KbqpAIc9QqBrk44FCQzMKS0pKTDL0uLqMQrlcLpwsnzt3DnK53Kjt8zqw9+/f13isf//+Jp9FlZD65sCBAwgJCUHLli0RGRkJ4OHFYFJSkkWGHat6+umn0b17d/z444+4evWq0c9fvXo1MjIyMGPGDDg4OBj9fB4oVD1vuXfvHgDTZv3x4167du0QFBREGYVG4oHCfv36AXj4W6Bt6LExYmJiAADffvstjh49iieeeEJrBpaXl5fOGoXVfWcoo7B+4UEfQzMKedDN0kOP+XekJoFCHtzkJRJ4RqGbmxvs7e3NOvS4oKAALi4uWrPDe/Togdu3b1t8VEnVWY8NZWdnB2dnZxQVFVn02njFihXo1KkTfHx84OPjg5iYGPz9998W239DQYFCG8EPrrYaKASAjz/+GB9//LHBs+3VZY6OjmjatKlaoJDPXJiQkIArV65Yq2mknpLL5fjggw8sVnTeHMyRUahr6DEPFBo687EpaxQCuoel8ACiWCxGWVkZLl68aNT2+V3sqgHQvLw8HD9+HKtWrUJFRYWxzSakQUhMTMTNmzcxcOBAiEQiIVB4584dFBUVoaCgwOwzHlclEomwZMkSKJVKzJw506iLKaVSia+//hp+fn544YUXarT/4OBgFBcXq9VV5cdnU046ws9jvb290a1bN1y9epUCR0aIjY2Fl5cX2rVrB0B96HFtAoVdunSBg4ODUFv8jTfe0Lqeh4eHRkZhYWEhcnNzKVDYwPBAobE1Ci2dUahtBm9D8fqA/LjIMwlFIhH8/PzMHiismk3IWatOobZZjw3l6uqK8vJyo2+M10ajRo2wYMECnDp1CidPnkS/fv0wduxYYbImYhoUKLQR/KKTX4QS64uKisKdO3eEi3IeKASAnTt3WqtZpJ46evQoFi9ejO+//97aTakxftLWqFEjpKWlmWQoQklJCRwdHTVOXoKDgyEWiw0KFDLGLFajkB/Lea1UY2vN8EAhHyrJ8SHWubm5VqlfQ0hdoDrsGKgcHQBUZhTyjGdLBwoBoHPnzpg8eTKOHDmCrVu3Gvy81NRUJCUl4fHHH69x6QSePaY6/JhnLGdlZZnspg4PEnh7eyM6OhoKhQIXLlwwybbrOz7jcatWrYTsqPT0dMjlcpSXl9cqUOjs7Ixu3boBqPxd6tixo9b1vLy8NAKFhk7+Q5OZ1C91JVDIj+k1ySiUSCRqk4nwjEL+/+ae9bi6QKGlhx8rlUqIRKIaleWwxvDjkSNHYtiwYWjWrBmioqIwf/58uLq6UskLE6NAoY3gF9gUKLQdUVFRkMvlwgn1f//9h5CQEHh5eWHXrl3WbRypd/hFHJ+dsC7iGYW9evUCYJqswpKSEq0XyPb29mjUqJFBgUK5XA6lUmmSGoX8hFRXRiE/lo8cORJisbhWgUI+FARQz5zcvXu3UdskpKE4cOAARCIRHnnkEQCVmcf29va4c+eOcFHJs5Et7ZNPPoGHhwfmzJkjZEpXhw8Rbtq0aY33y0eB8N8Yxhju3bsn3HwxVeaKakZhdHS0Sbdd36WmpiIvLw+tWrVSq4PLA2+1CRQCQN++fQHoziYEKoeP5ubmqmWY8kBhdd8ZqlFYv/DJTAwNFEqlUjg4OFht6HFNMgoB9VF8qhNc+fr6mn3WY12BwlatWsHd3d0qgUI+7FgyZgzs2rc3+M+vf3+0e/ppeMXEGPU81T+JgTVXtVEoFNi4cSOKi4uF3x5iGhQotBGUUWh7VGc+zsrKwo0bNxATE4OhQ4fiwoULGhk/hNQGD7KdP3++zhYF5hfilggUApUXL4YECvnFiymGHvOTSV0ZhXx506ZN0a5dO5w8edKooX38RFuhUKjVfFR9nXSjgtiaBw8eqE3+ZQ0KhQKHDx9Gp06dhO+pnZ0dmjRpohYotEZGIVB5fjdv3jwkJibiyy+/NOg5PFDYpEmTGu83ODgYwMNAYXp6OkpLS4WsS1NlYKiW0OnUqRMkEkmdrVN4+fJliwa9eH1C1UBhenq6yQKFM2bMwPbt2zFq1Cid63h5eaG8vFztdRuaUUhDj+sX/jkaWqNQJBLprHFpTrXJKATUJxBVzSj09fVFXl4eysvLa9U+XfLz89WyGVVJJBJER0fXqMZ1bSiVyhoNOwYA8f9nIvLhy5Zy9epVeHl5wdXVFa+//jo2b96MVq1aWbQN9Z1mFU1iFZRRaHtUA4V8+HGvXr3g7e2N33//Hbt27dKYOY6QmuInPAqFAidPnsSgQYOs3CLjpaWlwcXFBe3btwdQWRestvQFCkNDQ3H8+HG96wCmDRTa2dnBx8en2kBhQEAAevbsieXLl+POnTtCrbTqqN7FTk5OFrKBeKBw4MCBOHjwIG7duiUcowixtmnTpuHSpUtCYMsazp8/j9zcXI1jZ2RkJA4ePCgEyqwVKASAV155BT///DO+/PJLPPvss2jcuLHe9c0RKOTb7NevHy5dumSyrD/VoccuLi5o27YtTp06hWvXriEyMtIkpR8sIS0tDd27d8eUKVMsVgpENVDo6OgIT09PtYzC2mbDu7m5YdiwYXrX4UGT3NxcYX/8d4cChQ2LsRmFgO7JcMzJVBmFbm5ucHR0FJarznxc023rolQqUVhYqDcI26NHDxw4cAAXL160WIacQqEQMgoVf/1l9PMT795Fbm4u2rdvr3WSFnNo3rw5zp49i4KCAmzZsgVTpkzBwYMHKVhoQpRRaCMyMjLg5uZmkgtZYhqqgUJen7BXr14YMmQIHBwcqE4hMSnV+lF1dfhxamoqAgMDhWFylsgoBKqf0MSUgUKgsk5hdYFCPz8/odaMMcOPVYfuqL6uhIQEiEQiTJ06FQANPya2JSEhASkpKSgrK7NaGw4cOAAAWgOFcrkcly9fBlB90MOc7O3t8fXXX0Mmk2HOnDnVrs9Ln5giUMiz1lWDj926dcOVK1cMHgqtDz928YBT7969kZGRgU6dOsHT0xNdunQxqu7XTz/9ZJUs1fv370OhUGDDhg0Wy+7nBfj5Ba6/vz/S09OFz6W2GYWGUA0UcoZmFDo6OkIsFpukHxHrM7ZGIVB5g8AaGYX29vY1ngiU93nVYcfAw+xCcww/5kFYXRmFgHXqFKoOPa4J3lcsOSLKwcEBkZGR6NSpExYsWIB27drV6TrvtogChTYiIyOjxqnTxDwCAgLg7u6OW7du4b///oO3tzdatmwJNzc39O/fH0eOHFGbRZCQ2khLS4OPjw/c3NzqbKAwLS0NgYGBCAgIgIuLi8UChVVnCNa2DcB0gUJ/f/9qaxTyjELAuJO9qhmFXGJiIho1aoQhQ4bA2dmZhh8Tm8IDQLoC6KZw+/Ztnd87oHIiE1dXV40MDD6hyeXLl+Hh4aGzNpSlDBgwAI899hj++usvHD58WO+69+7dg4+PT63a7O/vD7FYjJSUFGGbQGWgsHv37lAoFDh//nyNt8/l5ubCw8NDyCb56KOPsHr1asyZMwe9evXClStXhGBudVJSUvD6669jyZIltW6XsXhAtaioCH/++adF9hkbGwtfX19hVFFAQIBJaxQaggdb8vPzhWVJSUnw8vKqdgiqSCSCVCqlQGE9UZNAoZeXF3Jyckw2i7oh+DlnTSbgAB72edVhx8DDwKE5AoX8ulHfMb1bt241qnFdG3UxUFiVUqm06s3K+ogChTYiIyODhh3bGJFIhObNm+PatWu4ePEievbsKRxER44cifLycuzbt8/KrST1RVpaGkJCQtCrVy+cPXu2zhUFl8vlyMrKEk7amjZtarJAoa6LJEMzCmUyGQDTZhTm5ORorV+TmZkpZIeHhoYiJCTE6IxCPoOgagA0ISEBYWFhcHZ2xoABA3DixAmLFw4nxtm6dStGjhwp9L/6ijFm9kChXC5Hr1698Nprr2l9vKCgAKdOnULfvn3h4OCg9hgf9l9RUWHVbEJVixcvhpOTE2bMmKG3Dtb9+/erHZ5cHTs7OwQGBmoMPW7SpIkQVDVFLUHVYxdQeSE8adIkzJ8/HytXrgQAYXRGdXg/Us20txQeKASAX375xez7Y4whLi4OrVq1EgIe/v7+yM7OFoJ2lggU8gynqhmFhn5nXFxcaOhxPcGDPYbWKAQe1ri0ZB9IT0+vVZINDxRWzShUDRQqlUqsX78ely5dqvF+VPHvtL5AoZubm1C6wVKB19oGCp2dnSGRSCz2+b///vs4duwY7t+/j6tXr+L999/Hv//+i6eeesoi+28oKFBoAxQKBbKysuDn52ftppAqoqKikJOTg4qKCmGCBqAyUAiAhh8Tk2CM4cGDBwgKCkJMTAzkcnmdKwLPM+mCgoIAVE7mkZCQUKtizIwxFBcX6wzw8QuYhIQEvdsx9dBjflNH293m9PR0tZs+PXr0QFxcnMFBvezsbLRp0wZisVgIFJaUlCAzM1MIjI4cORIKhQJ///233m2tXbsWPXr0oDusVrJ582bs37+/2qyxuq6oqEj4nvPjgKldvXoVeXl5OHfunNbHjxw5AoVCobW2q2p9UGvWJ1TVuHFjzJw5E7GxsVixYoXWdWQyGVJSUmo17JgLDg4WAmD379+Hl5cXPD090blzZ0gkEpPUKczNzdU5BLBJkyYIDg7Gf//9Z9C2+LFVNWhnKXyfXbt2xcmTJ4X6geaSnJyMgoICtbpaPPjBf9tqW6PQEPyz44FChUKB5ORkChQ2QDWpUchvElhq+LFSqUR6enqtaghWl1GYkJCAJ598Ei+88AKefvppKBSKmjf4//H3tros8R49eiAtLU0oP2FOjLFaBwpFIpFwDLDEpCaZmZl44YUX0KZNGwwdOhTnz5/H7t27hUm6iGlQoNAGZGdnQ6lU0tBjG6Q6WUDv3r2F/2/UqBE6d+6Mv//+22yzYpGGIy8vD2VlZQgKCkKfPn0AAEePHrVyq4xTtah0REQElEpltUE8fcrLy6FQKHReJIWHhwMwfOixqS62eCBQW/ZU1exwPvzYkAvx8vJy5OfnIyAgAMHBwcLr4hmTPFDIi9JXV6dw586dOH/+vEkmlSHG45lb1h4mnpeXh/3795tt+6oBc3NlFPIbJykpKVovRHXVJwQqbyjY29sDsJ1AIQDMnj0boaGh+Pjjj7UOqebHztpmFAKVN3BSU1OhUChw7949Ifjo4uKCdu3a4fTp07XOXKmaUahKJBKhd+/euH79ukF1Cm0hUPjee+8BANasWWPW/alOZMLx3xB+DLHk0OO8vDwAlb/p5eXlwu9OdZydnRvk0OObN2/i7Nmz1m6GSRUVFUEikahN8FEd3n8sNdIhNzcX5eXlJgkU6qpR+MEHH2Dbtm0IDQ1FfHy8SZJDeEahvhqFAGpU49oYaWlpwjGf/7emsx5zrq6uYIxZ5Djw008/4fbt2ygqKkJKSgr+/vtvChKaAQUKbQDNeGy7eKDQ2dkZHTt2VHts5MiRyMvLM/gOOSG68OFVgYGB6NSpE6RSaZ2rU8gvrlQDhUDtJjSprpC7q6srvL29DZ7MxFSzbvJjddWLe4VCgczMTK2BQkNO9vgJto+PD0JCQoQahfz18cBoUFAQunTpgn379unN2IyPj1d7PrEs3vf37Nlj0bpNVX333XcYOXKkMGGCqaleGJoro1A1w1rb6zh48CAaN26sdXZxOzs7ITBmK0OPgcobF4sWLUJ+fj7mzZun8TgPEvHJoWqjUaNGQoZYcnKyWvAxOjoa6enptb6pU1hYqHdSAX6z1ZBjIQ8UZmZmoqKiosbtqom0tDQ4Oztj+PDhaNasGdavX1+rzPjqaAsU8sQBfpPHEoFCPhrg6tWrAAyfyIRzcXFpkIHCKVOmYMiQIXWuXIw+RUVFcHNzM6r2n6UzCtPS0gCgVkk2fDKTqhmF/BxOqVTi008/xX///QcHBweT1Ew1pEYh8DBQaKpZ6VVt2rQJYWFhOHPmDAAIGYC1ySgEbKNOITEtChTaAH4HngKFtocHCqOjozXqHo0aNQoADT8mtcdPeIKDg2Fvb48ePXrg9OnTNj1kdOLEiXjjjTeEf/PXoDr0GECtstn4MCZ9mYChoaHVZhSaY9ZjQDMokpOTA6VSqXYsb9u2LVxcXAya0IRfHHt7eyM0NBQZGRmQyWQagUKg8kZFQUGBzhsVSqVSCFRV9/5YEx+GU9/k5uYKmTkPHjzAxYsXrdYW3n/4rL+mZsmMQgC4du2a2mN37tzBnTt3MHDgQJ0XtjyAaEsZhQAwduxY9O3bF6tXr8aFCxfUHjPFjMccPy7zmleq2+R1CmuTxc6DA7oyCgEI5VsMqVPI+xRjzGzBZ11SU1MRHBwMkUiEF154AVlZWWY9z7OVjMKIiAh07doVmzZtQn5+fo0ChQ1t6LFcLselS5dQVFSEgwcPWrs5JlNUVGTUsGPgYdDNUhmFVUex1AS/oV31BlNgYCDmzZuHXbt24Z133kFQUBAmTpyIkydP1nomYkMDheHh4QgKCjJ5RmF5eTk+/PBDAMCtW7cAmC5QKJVKIRKJKFBYj1gkULhy5Uq0a9cOgYGBGDhwoElmV6tPKFBou1q0aIFhw4bhpZde0nisbdu2aNy4MXbu3GnVbBFS96lmFAJATEwMZDKZwcNZSkpK8P777+OTTz4xWxtVlZWVYevWrVi/fr1Qs6VqRiEPFJoio1BfgC8sLAzJycl6a8fwySRMPfS4akahtuxwOzs7REdH4+zZs9VmpfATbF9fX+HiLDk5WQgYqA4BGzFiBADdw49TUlKE122rGYVHjhyBr69vvbzZwvs9HwprzeHHvF+aK6NQdSipOYI6GRkZuHv3LgYMGABAM1B46NAhANA77Igfj2wtUCgSifD1119DJBLhrbfeUjuX4EEiUww9btSoEYCH2XyqWYqDBw+Gq6srPv/88xpnzvFjl76MwtatW8PLy8ugbHnV4LOlhx+npqYKv2OTJk2CnZ2dWSc1iY2Nhb+/v9rwR54lxfuAJWoUAsDUqVNRUlKC9evXC4FCQ4ceu7q6orCw0CR13OqK69evC9+Zbdu2WbcxJlSTQCG/ScBvkJmbKTIKO3XqhMuXL+Pxxx9XWy4SifDBBx+olbJ48803AaDWWYWGDj0WiUTo0aMHrl27JgQXTWH9+vXCDXx+bOW/O7UNFEokEkilUhQVFdF1cT1h9kDh1q1b8cEHH2DOnDk4cuQI2rRpg7Fjx2qtx9JQ8UAh1Si0Pfb29ti+fTvGjx+v8ZhIJMLIkSORkJCAK1euWKF1pL5QzSgEINQprG6yCgA4d+4cunXrhi+++AILFy60yPCX2NhYKBQKFBUVCcGHqhmFvC5YbTIKqxt6DFRexFRUVOi9mDQk4GgMnlFYNXtK17G8R48ekMlk1c6axwMuPKMQqMwGrFqjEADatWuH0NBQ7N69W+sJmer7bquBwrVr14Ixhs8++6zenVTyQOFTTz0FLy+vautJmpMlA4XmyCjkw6Mee+wxeHl5aQQK9+/fD7FYjP79++vcxpNPPokBAwagS5cuJm9fbbVt2xavvPIKTp06hS1btgjL7927B7FYbHCgRh/+28IzkFWDj35+fnjnnXcQHx+P5cuX12j7hmQUisVi9OzZExcvXqw280z1GsGSgUK5XI6srCzhdywgIAAjRozAgQMHajU0WxfVGY9V8ZtNhvwGmtL48ePh6emJFStWCL8bhgbXGzduDIVCYdMZ7KbGs4Dt7Oywa9euelOzvDaBwrqUUQgALVu2NChA1qpVKwwfPhzbt28XyrrUBA/6GTKjdI8ePcAYE34Da0sul2PhwoXw9vaGWCwWjq2myigEKm8YKBQK4UY1qdvMHihcvnw5nn32WUycOBEtWrTA119/DalUivXr15t713UGP9jRrMd1Dx9+bO1i9aRuq5qN1717d0RGRmL58uU6L7zLy8vxySefICYmBvfv30eXLl2gVCrNPkMj8LCGEfBwSGBqairs7OyEk0U7OzuEh4ebJKNQXzYFv4jWFwwz16zHVW948c+q6rHc0DqFPODCaxQCDwOFfn5+au+DSCTCiBEjcPfuXcTFxWlsSzVQaIsXbmVlZUIm4blz5wwajliX8H4fFRWFoUOH4uLFi0LNSUvj5xjmOjbw7C+JRGKWjEJeoyk6OhqtW7fG9evXhcByeXk5jhw5gm7duunNZuvcuTO++uori2VmGWvu3LkQiUQagULViVhqgwe+eJC16nDmN998E+Hh4ViwYIHW2dyrw4MD+gKFQGWdwoqKCrWh5NqoBp/5TShLqHrDCwBeeOEFMMawdu1ak+8vMTERRUVFGoHCqjebLBUolEqlePbZZ3Hjxg389ddfkEgkau+FPnz4ZkOaPIsHCidPnozc3Nw6NwmdLrxGoTEsPZmJKTIKjfX222+DMYZvv/22xtvggcLqMgoB42pcG2LNmjVISEjAjBkzEBwcLLyHPAvYVIFCgOoU1hciZsbb+HK5HMHBwVi7dq0wTAoAXn31VeTn52PDhg1q65eVlanV5OJNGzt2bL0ukBsfH4/MzEx069at1jMO1UZpaanJLqQbCsYYzp49CycnJ7Rr187azSFGsKX+fuvWLWRnZ6N79+5Cja3s7GzcunULgYGBGhd1paWluH37NoqLiyGVStGsWTPIZDLcvHkTERERZi9jcP/+fSG46efnh8jISFy5cgXl5eXo3LmzsF5cXBzy8/PRvXv3Gu0nPz8fsbGxaNq0qc6TQf4+NWvWTGPmOi4pKQnJyclo3769yQIFp06dgqenJ1q0aCEsS01Nxf3799G6dWu1+jMKhQJnzpyBt7c3mjdvrnObKSkpSExMRNu2bSESiXDlyhWEhoYiPT0d9vb2GseYvLw8xMXFISwsTBhayCUkJODBgweQSCSQSCTo3LmzTfX53Nxc3LhxA/7+/sjIyICXl5fae1nX3blzBxkZGejatSvy8vJw+/Ztvf3YnFRrKpnjPOPu3btIT0+Hs7MzysvL0bVrV5Nu//r16ygqKkK3bt1w//59pKWloVOnTnB0dERhYSGuXbuGkJCQamup2VL/1+bq1asoLS1F165dIRKJcObMGbi4uKB169a13nZFRYVaKQvV3xouKysLt2/f1vqbU53MzEzEx8ejefPmeoOFRUVFuHr1arWf16VLl4QbPIZ8tvoolUqUlpYaFGzj7at6TOUlk1R/30yBHwe1HRvOnDkjXMBHR0fX6CK+Jn2+tLRUyH53cHAw+DXz3yNrHees4cqVK5DL5WjVqhUuX76MgIAAk0w+ZG0nT540+jeZH2Ms9R7cvn0bWVlZGt8Ncx/nr1y5gtLSUnTu3Bl2dnZGP9+Ya37GGE6fPg13d3eNmwnGUiqVuHjxIpRKJTp16oS4uDgEBARgxYoV8PLyQllZGRwdHWv0mqq2uaSkBHZ2dkbNmk2qxxgzeIIhxhiysrLw3XffadzAlUql2LJlC9zd3avdXu16QzWys7OhUCg0siv8/Pxw+/ZtjfWXLFmCRYsWCf92dXXFtWvXUFpaWq9mk6qqrKwMIpHIrLOqGao+v8/m4u7ujtzcXBQUFJjkzj+xHFvp7zKZDBKJRC1VXyqVQiqVIi0tDV5eXsIPbmZmJh48eADGGPz9/REUFASRSCSccOTn5xt9J9hYhYWFEIlEsLe3R0FBAUpLSyGXy2Fvb6/2ntrZ2YExVuPvBt9WRUVFtZ9VUVGRzgtBY7ZjKDs7O5SVlaltj9/Q4hemqpycnIT3Shf+mEKhEE58i4uLIZfL4ezsrPFcBwcHiMViZGVlaVyc86F9Li4uKCgoQElJCUQikc30eX7i4uvrC5lMJkz+UV9OLEtKSiAWi1FeXi7Mtp2VlVVtAXNTqzpjbF5ensmz6vgNXgcHB5SWlgp9zRQYYygqKoJUKoVMJhMuYvLy8uDu7i5k9Wr7fmhjK/1fG1dXVxQVFSErKwvOzs5QKBSws7MzWZtFIhEYY7C3t9c6LMzFxUX4zfHw8DDqYpu3UduxT5VYLIZIJEJeXp7OGztAZaKBo6OjcIytzXuQlJSE7OxsNGvWrNpgoWoWjOo+vby8kJ6ejoyMDJP+vvLsIrFYrPEaJRKJECiszcRmNXnveF+s+ptuiMLCQosf56yBB0RcXV0hEong6OiI7OxsgzMwa4rfAKxJMLagoACpqakICwvT+f1WzR8y5rPnz5PJZBY5zspkMojFYq3fDXPu39fXFwkJCUhKSqrRsGd+rW/oNb9UKkVhYWGtf1czMzOFBC65XA6JRILy8nIwxoShx4wxk5SBEYlEUCgU9a6kjC0w9D3ln6W276Mx/cisGYWpqalo1aoV9u3bh27dugnL582bhxMnTmjMEKUro9DBwcFkJ522qFevXsjIyNAaPLUUhUKB+Ph4REZGWjWrsS76888/8cwzz2Dp0qWYOnWqtZtDDGBr/b1Vq1Zwc3PTGI514sQJDBgwAKNHj8bixYvx8ssv48iRI2jSpAl+/vlnYVgCUHm8DA4ORqtWrYTi/uYSHh6O8PBwRERE4I8//kBSUhKaNGmCoUOHYvPmzcJ63333Hd555x3s378fMTExBm37ypUraNmyJezt7bFx40Y8//zz2LBhA8aMGaN1/fT0dDRu3BgvvfSSzuEg/fv3x+3bt5GUlGSy35JevXohKysLN2/eFJa98sorWLt2LVJTU4UZALm33noLK1aswPXr13XebZ86dSrWrVuHjIwMuLq6wtvbG2FhYbh16xbefPNNfP755xrPefLJJ7Fjxw4kJCSo3ZTr0qULSktLMXToUCxfvhw3btyATCaziT5fVlYm9J/jx4/j+PHjGDhwIF588UV89913Vm2bqTRv3hyenp7Cd3r48OE4ceIEUlJSLDaMEKgcbty5c2e0a9cOV65cwQ8//IDnn3/epPsYNmwYLl26hAkTJmDFihW4e/euyS6Wr169im7dumHWrFmYP3++cEycP38+Zs2ahb59++LmzZtITk7Wmwlha8d8bc6dO4eYmBjMnDkTY8aMQe/evfHRRx9hzpw5Jtl+mzZtcOfOHfTp0wf79u3T2YZ+/frB3t4e8+bNw/Tp0w3KMPnkk0/w2Wef4cKFC2jZsqXedYcNG4bTp08jLS0NDg4OGo8rlUq4ublhxIgR2LdvHwYOHKg2JNsYCQkJaNOmDSoqKjBmzBiNkUxVrVixAm+99RZ2796NRx55RFh+//59tGzZ0qBtGOOll17C+vXrkZKSonGz55FHHsHJkychlUrVhmIbqjZ9fsuWLZg0aRImTJiANWvWGPSciooKeHl5aZwH1FeXLl1Cjx498O677+LDDz/EvHnz8MUXX+Dw4cPo0aOHWfbJGIOfnx/s7e2RnJxs1Od69epV9O/fH8XFxWjSpAlOnjypdfhrVlYWQkNDa/R7HBQUhA4dOmDv3r1GPa8mOnfujPLycrUa8ZY4zldUVKB169YoLS3FrVu3hBuBhuK/l4bWXv3f//6HL7/8EqdPn67xyLWSkhK0atUKIpEIsbGxcHZ2xnvvvYetW7di+/bt8PLywoMHDxAZGWmSIH9iYiKysrLQpk0brcd4YjzGmJD1ach1jEwmQ1JSEkJCQjRuwDPGIJfLrZ9R6OPjA4lEolHHKTMzU+vQOEdHR7UXwzNRJBJJvQ4UZmZmIiAgwCZOXvkwNWK4YcOGwd7eHjt37sSrr75q7eYQI9hCf2eMIS0tDVFRURptiYmJwejRo7F9+3YcOnQIRUVFeOmll7Bo0SKthabbtWuHixcvQiQSmaTWiDY8q2LUqFFo164d/vjjD+zbtw8VFRUICgpSew28ZtG9e/fQr1+/ard9/fp1REdH48svv8Qbb7wh3Dhyc3PT+TkFBgbC0dFR50mzUqnE9evXazxMRBd/f3/ExsYKGTJA5bHcwcEB3t7eGr9ZPXv2xIoVK3Dq1Ck0a9ZM6zZzcnJgb28PDw8PiEQihISE4NatWwAqC8Vre32jRo3C9u3bsX//fjz77LPCa7579y5iYmKESQuSk5Ph6+trE33+yJEjyM/Px9ixYyGRSBATE4Nu3bph/fr1+Oijj8w+dN7c5HI5kpOT0alTJ+G9HjlyJP755x8cOXIEjz76qMXawuvNPfLII7hy5Qri4uJM/vlnZ2fD19dXyK7Iysoy2ezCfLhs9+7dIZFIhAuluLg4FBQU4Ny5c3j00UcNzkS1hf6vS9euXeHv7499+/YJwz2bNm1qsvY2atQId+7c0bvN6OhoHDhwAFOnTsV7772HLVu2YMWKFdVeoPKZTvkxRp+YmBgcOXIEly9f1lqWIjc3F0qlEgEBAQgMDERqamqN34NFixahoqIC4eHh2L59O5KTkxEeHq5zfZ7p3KhRI7V9RkREYMCAAdi1axeys7NNdoyKi4tDYGCg1hrlPGPMxcWlVn2gJn1+zJgxeOGFFzB+/HiDnyuRSNC4cWPEx8fb7HfMlC5fvgygMmAlkUjw+OOP44svvsDOnTvRu3dvs+wzKytLGC1w7do1dOrUyaDnZWZmYvz48ZDL5XjxxRfx888/49VXX8Uff/yhca6iOuGRsZ+jt7c3cnNzLfL5p6eno1WrVlr3Zc7jvEQiwZtvvomZM2fijz/+wJQpU4x6fkFBATw8PAxuH08IOHPmDDp27Cgsnz17NsrKygyql7hy5Uqkp6djyZIlwrUDPw6qZv6pns/WhouLi9BX68soEVshEokM+oz4emKxWKOvGZMjaNbJTBwcHNChQwf8+++/wjKlUomjR4+avIZNXcUYQ3p6eoOp51Efubu7Y8SIETh48CCOHTtm7eaQOiY/Px+lpaU6M3A+/fRT2Nvbw9XVFdu3b8eyZct0zkbXvn17FBYW4t69e2ZrL5/IpG3btsJF3rZt2wBozj7HM+cMLW7O7wzzGd4MmcxELBYjNDRU54yUCQkJKCwsRNu2bQ1qg6H8/Pwgk8nUhqrxY7m2H3F+sscnZtAmOzsbPj4+wvNVZzvVNfPp0KFDIRKJ1GbVTU1NRWlpKSIiItRmT7YVPDto7NixACpPaN5++23IZDK8++67dX64SkJCApRKpVrmKK/TbOnZj3mx8m7dusHZ2dksMx/zfsvPY1QnYKqoqMCDBw9qvG2ekRkdHQ2gsgB8aGgorl27hsOHD0OpVGLQoEG1aL3tEIvFGDJkCK5duyacSxhbK1Af/hujOuOxNr1798b58+cxa9YsXLp0Cd27d8eHH36od/grn8BA34QyqtsHHgYkquLBbR8fHwQFBdV4MpM7d+7g119/Re/evfH9999DqVTihx9+0PscnuWj7fd48uTJKC8vx2+//Vaj9lSlVCq1znjMqQYKLc3e3h4//vgjBgwYYNTzIiMjcffuXWHIdE3IZDJ8/vnnWifpsiV8IhMerOvUqRNCQ0Oxbds2s/2GqU7a9s8//xj0HLlcjgkTJiAhIQHLli3DsmXLMHbsWPz1119aZzlfunQpHB0da5R57unpKdw0MCe5XI7s7Oxaz3hcU88//zw8PT2xZMkSYdiuoQoKCowqX8DPs1UnNMnLy8OyZcuwatWqaodZFxYW4ssvv0RISIhaUJOfG1ZUVJh0MhOAJjSpT8w+6/Frr72GX3/9Fb///jtu3ryJGTNmoLi4GBMnTjT3ruuE/Px8yOVymvG4jlu4cCEcHR0xffp0lJeXW7s5pA6pOuNxVc2bN8eVK1dw9epVDBs2TO+22rdvDwBqQzFMTTVQ2LZtW0ilUhw4cACA5sVV06ZNIRKJDJ75OD4+HsDDmTn5nfPqaqqFhYUhMTFR68m5antNiR+zVYMimZmZOo/lvDi+vtnreMCFU83K0hUo9Pf3R/fu3XHgwAHhQp6/j5GRkcLzbCVQKJfLsXPnTnTs2FEtkDZmzBgMGzYM69evx+rVq63YwtrjgXrV19e0aVO0bNkSe/bsMfrCojZ4/wwKCkKrVq1MPvMxY0zotzzLSrVw9uLFi9G0aVP89NNPNdr+6dOn0aRJE7WbqW3atMGNGzeE4W0DBw6sxSuwLUOHDgUArF+/HoBpA4V8cg5Dtuns7IyFCxfixIkTaN26NT777DN07dpVbWIcVbm5uXBxcTEoeyQ6Ohp2dnbVBgr9/PwQGBiI9PT0GgWePvvsMygUCsybNw+DBw9GixYtsGrVKr0Xr2lpaXByctIoHQEAo0ePhre3N3755ReTBIISEhKEIYHa8D5vqzN1axMZGQm5XI6UlJQaPb+4uBiPPfYY5s2bh1deecXErTOtCxcuwM/PT/idFolEGDBgAO7du1ejoeKGUL0hqpqEowtjDG+88Qb+++8/vPHGG3j++echEomwYsUKREZG4p133sG5c+eE9U+dOoVTp05h4sSJNcqa9fb2tsisx/x3zVqBQjc3N7z00ku4desW9uzZY9RzeUahoXx9fREVFaV2k/nvv/9GRUUFysvLhYC1LsuWLUNWVhbmzp2rNkya99uqGYWm4OjoCHt7e4sFChcvXgwHBwfMnDnTIvtrSMweKHz88cfxySefYOHChejTpw+uXbuGP//8s84PLTIVfrCj96Nui4yMxOzZsxEbG1tvamwRy9CXwcBFREQYdGLBh4fxITHmwANvbdq0gZ2dHbp27SoEqKqetDk5OaFRo0ZGBwpv3boFuVxuUEYhUBlEKyoq0non21yBQn7M5qU1qssOF4lE6NGjB2JjY3Xeca8aKFSd6VPfcLkRI0agqKhIuHDgGZwRERE2Fyg8dOgQ8vLyhGxCTiwW45dffkF4eDjefPPNak9+bRnv71UDMiNGjEB6erowg6ol8GysgIAAtG7dGqmpqSa9iC0uLkZZWZnOjMIzZ85AqVTi9ddfx8cff2xUgKWgoAA3b97UGIHSunVryOVybN68GZGRkSYNplnbwIEDIZFIUFhYCKlUatKbyLxGlTF1rjp27IgTJ05g/vz5QgmJt99+W+MCMCcnR+9sx6qkUik6d+6MEydOaA2a80Chr68vgoKCoFQq1fqUIeLj4/Hbb7+hb9++6NevH0QiEaZPn478/HysW7dO5/MePHggTBBWlaOjIyZOnIgbN27ozQw3FA/a22JGYU1FREQAePhbboyCggKMHDkShw8fRlBQEE6ePInjx4+buokmUV5ejqtXr6JTp05qfYWXFanJ6zcEzyh0dXXFsWPHqk1MWLZsGVavXo3Bgwer1Th2d3fHhg0bIBaL8fTTTyM3NxcA8M033wAApk+fXqP2eXl5obCw0OwJE/xmlDVH402bNg329vZYsmSJUc8zNlAIAD169MC9e/eE64UdO3YIj+m7+Zyfn48lS5agcePGeO6559Qe4+eGFRUVwnHYVMO1RSIRXFxcUFpaqjGhmqmdO3cOP//8s8nP8UklswcKgcoC7VevXkV6ejoOHjyILl26WGK3dQI/+aGhx3Xf7NmzERERgfnz5yM5OdnazSF1hCGBQkO1bNkSdnZ2Zg8UhoaGCkPM+JBAQPtraNq0Ke7cuWNQgICfXFdUVODmzZvCkIrqAoU8oKZt+PHVq1chFourLbBvrKoZhQUFBSgrK9N706dnz55gjGm9yFQoFMjNzVW72Oavy93dXWuGC1d1WCufGCsyMhJ+fn5wdHRUG7JkTVWHHavy9vbGH3/8AaBykhZLZCaYg7aMQqCyniQA7Ny502JtUT3HaN26NQCYNKtQdZgo7/uqQZ3Y2Fg0bdoUXbp0wYIFC/Dqq68afOHAA67NmzdXW96mTRsAlTNb1qdsQqDyQptPhNCkSROT1ueeOHEibt68KfQDQ9nb22POnDk4e/YsevTogWXLlqFjx45qQZzc3FyDhh1zvXr1Ql5enpA9rqpqoBCA0cOPFy5cKGQTchMnToSXlxe+++47nVm9aWlpen+L+XBMU2Q9Vxco5N+nuhgoNLTcCJebm4thw4bh+PHjeOutt7B//36IRCJ88cUXauudPXvWbEE4Y1y/fh1lZWVqNeOAh3WZzTU5Jf8dHzduHIqLi/XedDpw4ABmzZqFqKgorF+/XqNGc4cOHbBkyRLcv38fL774Iu7evYtt27ZhyJAhRh8jOH7+Yu7hx9WNxLGE4OBgPPXUUzh27JhQS7c6crkcMpnM6JnTeemakydPoqysDPv27UO7du1gZ2enM8sbAL799lvk5ubi/fff15hUxNvbG87OzlAoFMLx0JS1zfk5q7mya4HKG1TPPPMMfvjhB6N+f4jhLBIoJLrxuyI09Ljuc3Z2xpIlS1BcXIxZs2ZZuzmkjuAXQKYIFDo6OqJly5ZCFp2plZeXIy4uTu3OnWoxem03PCIiIpCfn29Q0Ef1AuDatWsGDz3m2XbasuauXr2KyMhIkw/f4q+VZxTyY3l1gUJA+x3gvLw8MMbg6+srLOOBQn3ZhEDlhWaTJk2we/duMMZw584diMViNG7cWKjhaAsZhXK5HDt27ECHDh2EC8qqOnfuLFy88OyGuubOnTuQSCQaw8W7desGX19fi9YpTE9Ph1Qqhaurq3DxZ8o6hfx7rW3ocVFREe7fv4/OnTtj//79GDJkCFavXo1x48YJ2cL68IBr1YxB1YvY+lKfUBUfflxdLUFj8ckmaqpFixY4fPgwli5diszMTLz44ovCY8ZkFAIP6xRqyxhTHXrMfxcNnSEUAG7evIkNGzbgkUceQUxMjLBcKpViypQpiI+P1zrsuby8HJmZmXqDD23btkW3bt2wefNmFBQUGNwmbQzNKKxrQ48B4zLqMjMzMXjwYJw9exbvvvsuFi1ahObNm2P06NHYs2ePEEz++++/0adPH0yaNEljG/n5+bWqhWqsixcvAoAw6RBX00Cpoe7fvw+JRIKnn34agO46hbdu3cLEiRPh7u6OrVu36rzROGXKFDz55JPYuXMnRo4cCaVSiTfffLPG7eP7McdNvgsXLuD+/fsAbCOjEADeeustADA4q5AfM4zNKOTn2SdPnsSRI0dQWFiICRMmoEOHDjh16pTWG/E5OTlYunQpIiMjtZZ7E4lECAwMVMso5IHCzWPG4Kf27Wv1t+WRR3D86aexqW9fg9bfPGaMUe8JUJmIFh0drTZDPTEtChRaGb/ItPbBjpjG0KFD8dhjj2Hr1q3Yv3+/tZtD6gBTZhQClXUKExMTzXKidvPmTcjlciGjB3iYUSgSibQex3hWVXXDj7Ozs5Gbmyts79q1a0IwobqMCh6QqZo1V1JSgvj4eLMMSaiaUciP5foChe3atYOLi4vWO8D84lj1YpvXkNFVn5ATiUQYMWIEEhMTceXKFcTHxyM8PFy4g6yvhqMlHT58WOuw46omT54Me3t7s9baNKd79+4hLCwM9vb2asslEgmGDRuGq1ev6px8x9RUJ9gxR6BQNfvLxcUFLi4uwnfixo0bACoDIa6urti6dSsmTZqEPXv2YMiQIdVmGujKzGzRogUkEgns7OzQt29fk70WWzF8+HAAmpmUtkAsFuPVV1/FU089hTt37uD+/ftQKBTIy8szOqNQJBJpnQBONUuVB+2MCRQuXLgQSqVSLZuQ4+8tnyRHVXp6OhhjCA4O1rv9yZMno6SkBJs2bTK4TdrExsYiODhYZxCnLmYUhoeHQyKRqAUKy8rKdB5z0tLSMHDgQFy+fBkff/wxPvnkEyGLdvbs2QCAr776CmfPnsWTTz4JhUKBCxcuaNz4mjhxIiIiIjBr1izk5+eb6dU9VHUiE64mgVJjJCYmIjQ0FD169ICzszOOHDmisU5ubi7GjBmDwsJCbNiwAVFRUTq3JxKJsHz5ckRFRSE+Ph5t2rQxegIbVfz8hQ9lNhWlUokhQ4agb9++SEtLUyupYU1t2rTBkCFDsHXrVoMmEeR909iMwubNm8Pb2xsnT54Uhh2PGjUKPXv2RFZWFm7duqXxnCVLlqCgoAAffPCBRjYpFxQUpJZRaMoMdgCQ2NlByZhZ6jJv3LgR169fx9SpUyGXy02+fVKJAoVWZkgWCqlbvvrqK0ilUrz11luQyWTWbg75v/buOyyKs2sD+L0Lu6ACCqKgCAiooGDhxQ7GnthbNIpdozH2aGKPXRN7j9GY2DX2EhUTe8HYYkERC0UFo4BiAZS27Hx/8M2ElQ4LC+z9u65c7ytseVYPw8yZ85xTyGl7C0V+DjRJr99fuXLlUKVKFZQvXz5NYgT47yI/qxNn8ftt27aFQqHAvXv3pERh6gbM6closm9AQAAEQdBIbGrLx9sss3MsNzQ0RP369XHt2rU0PXzExG7qikIHBwfY29trVMVkpEOHDgCAo0ePIjg4WLpgAVL+fmJjYxETE5Odj5Zrs2bNQps2bTJMSGa27Tg1Q0NDVK1aVUo05YcnT56gc+fO6NatG7788ktMnjxZYwhHbgmCgJCQkAz75onbxHPaAD23IiMjpYspMSmhzUShmOwTLxCtrKykv8ePK6YUCgV+++03TJgwAVevXkXTpk0zTZhmVFFoZGSE1q1bo1OnTjAzM9PaZyks3NzccOLECUycOFHXS8lQs2bNAKQMVHj37h0EQchRRaG5uTlcXV1x6dKlNMcL8aZLbioK79+/j127dqF169ZSBXdq7u7ukMvlGgMcRGLyIavfxV988QVKlSqFTZs2ZWtN6VGr1Xjw4EGG1YRAys+rpaWl1PeuKFAoFHBwcNCoqJs/fz7c3d3T/H2FhYWhRYsWuH//PhYtWoQpU6ZofL9evXpo2rQpdu/ejU6dOkEQBIwfPx6A5vT458+f4+TJkzAwMMCqVavg5uaGHTt25OuNsY8HmYhKliwJGxubfE0U2tnZwcjICJ6enrh8+bLGdYZKpULfvn0RGBiIxYsXZ6s1g4mJCX7//Xc4OTlh5syZeUoWiccAbd+ofvz4Md69e4cXL16gd+/eUnsnXW49Fo0bNw5qtTpb/elzW1Eol8vRsGFD3Lp1C4cPH0a1atXg4uIiVRp+3M7m5cuXWLNmDVxcXNCzZ88MX9fa2hpqtRoqlQoGBgbSv32PgwfxlZ9fnv/78sYNeO3ciU8PH87ysT0OHsz230dYWBjGjx+PWbNmwcjIiNOV8xEThTqWnSoUKlpsbW3x/fffIygoCEuXLtX1cqiQe/HiBSwtLdP0D8ktsVF9QSUKAWD9+vVYv359us8RE1ZZVRSKPX2qV68OZ2dnKVFYokSJLPumVKpUCTKZLE3SIb8GmQBpKwqz22+2UaNGiIuLS9NHMr2KQmNjYwQGBkoXR5nx8vKCmZkZNm/ejLi4OI2tvWJFYk6qcjLz9u3bdE/MDhw4gDNnzqTbozUpKQl//PEHateurZHEzEj16tXx+PFjqU+ltm3duhXHjx+Hj48Ptm3bhmXLlmHu3Ll5ft2XL1/i/fv3aargRK1bt4ZSqSyQ7cfiEAjx/EKsKrx3757WLqLFRKGY4C5fvrz0s5De1kqZTIb58+dj2bJlCAwMxCeffJLhserx48cwNjZO92Lwjz/+kPpZFkfNmjXLUeKtoImJwrNnz0pJgZz2iPLy8sKLFy/S/G6IiopCqVKlUKJEiRz3KJw/fz4EQUi3mhBIqc6rXr16uolCcetqVtX9pqam6NGjB65fv57r37PisS2zRKGxsTEePHiAadOm5eo9dMXJyQkhISFQq9VQq9XYsWMHgJThD+JW2cePH6Nly5YICgrC6tWrpS2cH/vuu++gUqnw9u1b7Ny5U+q1dvToUekx+/fvhyAI2LRpE9avX4/k5GQMGjQILVu2zJfzoKSkJNy5cyfNIBNRlSpVEBQUpHGMValU6VZ95UR0dDTevHkj/T5v2rQp4uPjNapjJ0+ejJMnT+LLL7/EyJEjs/3aNWvWxP3799G5c+c8rVE8Bmi7ovD+/fsAUv5ufX19sWXLFsjl8kLRtqt58+aoXbs2Nm3alGWCVEwU5uYGV8OGDZGUlITIyEh06tQJQMbtbJYuXYr3799j+vTpmQ4oEX+3JiQkaLU/ocjY2BimpqZ4+/atVgfc3Lx5Ey9fvsTAgQPh5eWFSpUq4cKFC1izZo3UdzG3EhMTERISku99NosKJgp1LCIiAnK5XGPSJRV9Y8aMgYuLCxYuXJjtia+kn8LDw7V6VzQ/Jx/7+/tDqVSm2crSpEkTaUvXx7K79Tj1AA43Nzc8ffoU4eHh2dp2ZWRkBGtr6zRbj/MzUahUKlGmTJk0icKsTlwzOrFL3estt+v59NNPpWRp6mScNhOFgiDAy8sL/fr10/h6YmKiVEWR3kX4mTNn8ObNmyyrCUUuLi4QBCHPF1cZOXXqFMzMzBATE4PXr1+jbt262Lp1q3TzLrcymngsMjU1RdOmTaU+Q7khZHMrT1RUFJKTkzWS166urnjz5o3WksYfJ7jLly+Ply9fIjk5Gffu3YNSqUy3H+WoUaOwfft2REVFoUWLFtLE7tTEykxtb4eivLOyskKNGjVw7tw56diV08Sm2Kfw436BL1++lBLPlpaWMDQ0zFb/uXv37mHv3r1o06aNxpCtj9WrVw9hYWFpko856Rc8ePBgAMDmzZuzfGx6supPKDIzM0u3Ur8wc3JyQnx8PP79919cunQJYWFh6Nq1K0qWLImePXviyJEjaNmyJZ4+fYoNGzZg2LBhGb7Wp59+imnTpmHXrl1o3749TE1N0axZM5w9e1ZKuuzZswcmJiZo3749Bg0aBH9/fwwbNgyXLl1CgwYN8O2332p1O3JGg0xSf/7o6Gjp2AgA69atQ82aNaUty7kh/m4Xf583b94cQMrvsr///hvjx4/HqlWr0KRJE6xcuVInx838ShSKPy/r16+Hl5cXVCoVypUrp7UpvXkhk8kwbtw4vH//Hhs2bMj0sWIc5iZRmLpCWkzoVqxYEfb29hrtbMLDw/Hzzz+jZs2aWZ5vicc6tVqdL4lCIOWcWBAEjZ+HvGrRogXOnj2LLVu2YMuWLdi9ezc8PDzg7e2N69ev5youBEHAy5cvERAQgDdv3uS5B21xwUShjkVGRhaagx1pj1KpxOrVqxEfH49x48bpvDcYaVKr1VrZZphXgiDg+fPnWfZEyomyZcvC1tZW64lCQRBw584d1KhRI8N+J+kpXbo0ypYtm2WiUEwyOTk5Sb3U/P39s93I3c7OLs3W47t378LU1DTLYSC55eTkhAsXLmDkyJF4+PAhgKwrChs0aACZTJYmUfhxZVZuiNtaxbWJxK3ZOZ0cmp6QkBA8evQIvr6+Gse1wMBAaZptehMAs7vtWOTi4gLgv0oCbXr79i2uXbuGZs2aQaFQwMTERGoVkVFlbHaJcZ5RRSGQsk08MTERJ0+ezNV7tGjRAt26dcvy90p6fZy03afw4y3zVlZWUKvViIqKQkBAAFxcXDI8XvTo0UOqDGrfvr1G3CQnJ+Pp06cZJlxJ95o3b47nz59LFU3aShRGRUVJ8SSXy2FtbZ2tY9e8efMgCAKmT5+e6ePq1q0LIO0NDTEZmZ0bdw0aNICLiwt27NiRqxYz2U0UFkWp+/T9/vvvAIDp06dj165diImJweeff44XL15gy5YtGDBgQKavJZPJMHPmTI1Ktw4dOiApKQknT57E48ePcfXqVXTs2FE6V7CwsMDq1atx+fJleHh4YPXq1XBzc8P27du1ci4uDjL5uD9hep9fdObMGQiCgL179+b6fcUboeL5zP/+9z+Ymppi4cKFaNasGdasWQNnZ2fs2rVLaztUckpMFGp767H481KrVi3s3LkTNjY2haqHa48ePVCpUiX88MMP6NOnD/bs2ZPujcC8JArr1q0LQ0NDWFtbo169etLXGzVqhAcPHuD169cQBAFTpkxBXFwcZsyYkWXyL/VNkfxKFJYuXRoKhQKvXr3S2rWwqakpKleuDCcnJ9SoUQOVKlVCyZIlUbZs2UxbDanVaiQmJuL9+/d4+/YtXr58iX///RdPnz7F/fv3ERoaCgMDAzg5OWXZG1xfMFGoYy9fviwUpdOkfU2bNoW3tzeOHz8uNZ9NjclD3YiIiEDnzp3x2WefSckLXYmJicGHDx+03melVq1auH//vlaToadOncLz589zNTzAyckpyymAQUFB0i978Re9SqVCiRIlsvUednZ2CA8Ply7aBEHA3bt34ebmlm8nQJs2bYKXlxc2bNiAvXv3Zqs6vHTp0nBzc8Ply5c1jgHpbT3OqTZt2kifNb+2HotTSt+9e6ex1Vs8kQeAGzduaDxH3HZcq1atbPfbql69OgDkS5/Cc+fOQa1Wa0zM7datG+zt7fHzzz/nqbdsdhKFYvVtbrYfv3v3DpcuXYKPjw92796d6WPT2w6v7URhehWFQMrUz7CwsCwTIc2aNcPBgweRmJiIg6l6FD1//hxJSUmZ/j2Sbonbjw8cOAAg51uPK1asCEdHx3QrClOfF2cnUXjnzh3s378f7dq107iITo/4/Y8TheJ7ZOfGnUwmw+DBg/HmzRscPnxY43shISFZ/myLx0vxOFeciL977t+/j/3798PNzQ1ubm5o1aoV1q1bB2tra+zcuRO9evXK1euLN8SOHj2Kffv2AUjpG/mx//3vf7hw4QJ++eUXJCcnY/DgwWjRokWeb6JmNMhEJCYKxV0SgiDg2rVrAIDDhw/n+tz/40ShoaEhRo8ejQYNGmDq1Km4ePEibt++rdNryvwaZnL//n3Y2NigdOnSsLa2xq1bt6TjTmGgUCiwceNG1KxZE3v37kXfvn3h4uKSpg2L+Ds7N0nOkiVLYvHixVi6dKnGOW2jRo0ApPQpXLJkCXbs2IG2bdtK25Mzk/raI7/Ok+VyOSwtLZGYmIh///1Xa6+bkJAAICXmPt5lIVY0P3nyBIGBgQgICICfnx9u3bqFu3fv4sGDBwgODkZoaCjCw8Px6tUrJCQkoHz58qhRo0aGA6b0EROFOiZOJKTiaeHChTAzM8O3336L9+/fS1/funUrqlSpkqYBLeWvs2fPol69ejh16hQUCgW+++47nZaXZ7cnUk4NHDgQSUlJ+OGHH7T2mkuXLoWBgUGO+t6IHB0dER4ervEzkJogCAgKCpJOsFPfEczuxEexak48MXv+/Dlev36dL9uORS4uLjh16hS2bNkCa2tr1KxZM1vV4Y0bN8aLFy/w5MkT6Wt53XosPtfLywtKpVKjEktsuK6NRGHqi/rU/Z/EC18LCwvcuHFD46RN7GOW3WpCAKhWrRrkcnm+JApPnToFABqN3g0NDTFmzBi8fPlS6qmVG9lJFNrb26NmzZo4fvx4jnvpiNvpAWDSpEmZHr/SqygUE3faShRGRUVJFQOp30vcSpydiqlGjRrB2NhY4wI+o0EmVHh88sknGtXRubnJ4eXlheDgYOnY9P79e8TFxWkcB8VEYWbb7efNmwcAGfYmTM3NzQ1GRkZpbmiEh4fDyMgo2wnPPn36QKFQaAzpUKvV6NmzJ7p27ZrpFNSAgABUqlQpx0MNigIxUfjzzz/jzZs38Pb2lr43YMAAPH36FF27ds3169va2qJOnTo4fvw4fv/9d5QpU0bjpk9qcrkcAwcOhL+/P77++mv8/fffaNCgAcaPH5/rHmQ3b96EpaWldM7xMfHzixWFjx8/RmRkJGQyGYKCgnJdJf/x1mMgZYDYxYsXMWvWLDRo0EDnu9PyY+txeoN/ypQpU+gGWTVr1gy+vr54/Pgx5s6di5cvX2r0lz516hROnDiB3r1757oacuTIkejRo4fG18RE4Y8//ohp06bB1dUV27Zty9bW89SJwvyMHSsrK5QqVQoRERHSDUwg5dz/w4cPuUqeJyQkQKlUShOkf//9d2kugJgAjIqKQmxsLNRqNYyNjWFubo7y5cvDxsYGlStXRtWqVVGjRg3Url0bderUga2trc5/hgobJgp1KC4uDjExMRxkUoxZW1tj9uzZCA0NlZI2p0+fxrBhwxAWFobBgwfnW7N++o9KpZImssbGxmLTpk2YMmUKwsPDMWfOHJ2tKyc9kXKiU6dOaNiwITZs2KCV6Xs3b97EmTNn0KNHD1SuXDnHz8+qT2FkZCRiYmKkRKGdnZ30yz+7W4/Fu+ziXff87E+Ymkwmg7e3N4KDg3HhwoVsPUc8sUu9/TgqKgpyuTzPdzI3bNgAHx8fGBkZSV8zNjaGlZWVVrYe+/r6Skmh1InC+/fvQy6X44svvkB0dLRGb8GcbjsW1+zo6JgvW49PnToFR0fHNL3zBg4ciNKlS2P58uXZ6gGYHj8/P1SsWDHLBED79u3x6tUrqdIkJ68PQNq+JyZI0pNeRaGlpSWsra21mihMvV1ePJ85d+4cgOwlCg0NDVGrVi3cunVLumAQkyy5Od5QwTA3N4e7u7v0b5bTikIg7fZjsUI1dVVUhQoVoFKpMuxxdfv2bRw6dAgdO3bMsMorNYVCgdq1a+P69esaF6jPnz9HhQoVst3brVy5cujUqRPOnDkj/W47cOCA9DP6caWhKDk5GQ8fPiyW246BlJ9ZAwMDqR3Hx1NXtdE7r0OHDnj9+jX8/f3RpUuXLLfaWlhYYNWqVbhy5Qrq1auHNWvWoGbNmpkmc9OT1SAT4L9EobiLQtya37dvXwAZx0VWxHObjBKUhUGJEiVgbGys1URhdgb/FCY2NjaYNGkSunXrhkOHDuHYsWNITk7G5MmTYWRkhNmzZ2v1/dzc3GBiYoKrV6/CysoKhw4dynYS1cjISEqM5VdFIQBpO6+RkRHCwsLw+vVrREZG4t69e7h//740/Ci7BEFAQkICjIyMpGsEccCemFspU6YM6tSpgzp16sDNzQ3Ozs5wdHSEra0trK2tUbZsWZiZmaFEiRIwNDRkL+QMMFGoQ+JJPBOFxduwYcNQp04drFixAgcPHkSvXr1gYmKCYcOGISgoCLNmzdL1Eou1f//9F5999hl++OEH1K5dG1evXkWvXr3QpUsX1K9fH2vWrMHt27d1sjaxCkvbPfRkMhl++OEHKUGaV0uWLAEAfPvtt7l6vpgozGj7sZjMFLelitNZgewnCsWT54JOFIoUCkW2t0mLicLUDaijoqJgYWGR55M1BwcHfPLJJ2m+bmtrm+eKwvDwcAQFBaFz586Qy+VpKgodHR2lC39xW19SUhIOHz6MmjVrphmCkxVnZ2cEBQVpdVpecHAwQkJCNKoJRaamphg6dCgePXqE48eP5/i1Y2JicO/evUwHKYg6dOgAABrTO7NDTEKsWLEC9erVw+rVq+Hv75/uY8XWAx/vWnB1dUVAQECuk6GpRUVFaVR/ie8lJsGze3FXp04dvHr1StqalNVQGCocxO3HQO4rCoG0icLUMSXeSMvo+CVOK8+qN2Fq9erVw+vXrzUSRbkZLDZo0CAAKUNNxN+3JiYmKFWqlMZW+tRCQkIQHx9fZBIfOaVUKqVzmiZNmuRLr6+OHTtK/z+9bccZcXd3x/nz57Fw4UJERETkuGdgQEBApoNMgJRzlkqVKknnNeLNoAkTJqB06dK5ThQ+ffoUFSpU0LgJWBhZWFhotUdhUd2mv3TpUpiammLs2LHYsGED7ty5g1GjRmn9fN/Q0BCffPIJjI2NsX///hy/fkEkCoGUc+QqVarA0NAQjx8/RlhYGJKTk2FiYoK3b9/mKFmoUqmQnJwsJTpLliyJ9+/fQxAEKbdibW0NAwMDJgDziIlCHWKiUD8YGhpi9erVSEpKQs+ePfH+/Xvs2bMHK1asQP369bFixQqNhAFpz99//4169erh4sWLGDlyJC5evCglo+RyOVatWgUAGD16tFYumnPq2LFjUCqVuer7lxUvLy+0a9cOe/bsydOkveDgYBw4cACfffYZateunavXECsFM6ooFE+oU0/qFbcf52SYCZCSKHz37h02b94MhUKRaWNjXalcuTIqVKiQpqIwL/0Js2Jra4uXL19KfV1yQ+xP2KpVK1SrVk1KFIoTj11cXNIMChCnouakmlDk4uKCpKSkLPtb5kR6245TGzlyJAwNDbF8+fIcv7a45To7icK6devCysoqx30KxYpFKysrrFq1Cmq1GmPHjk13605micIPHz5obH3PDUEQ0iQKxfOZ+Ph4GBsbZzvRJ154i4MCuPW4aBAnrwK5SxQ6OTnB2to6y4pCIP1E4c2bN3HkyBF06dIFderUyfb7enh4APjvOKVSqRAREZHj6v6WLVvCzs4O27Ztw7Zt2/Do0SOMGTMGbdu2xeXLl9Od1lycB5mIxKq63PYhzIq4TbB8+fIayerskMvl+Prrr6FQKNIMFctKVoNMRE5OTggKCoIgCLh69SosLS3h7OyMdu3a4ebNm2kGr2VHaGhokRiwYG5urtWKQnFXQVH7ebGxsZF2lI0ZMwZly5bFpEmT8uW9fvvtN9y+fRv169fP8XPFYWP5nSgEUnaKVKlSBWZmZrCzs4ObmxuqVauGsmXL4t27dwgKCspWOxbxPFZMmpcqVQoqlQofPnxAVFQUSpUqle22RZQ5Jgp1KKOTeCp+GjRogKFDhwJI6dvSvHlzGBgYYMOGDVAqlRg6dKhWtiC/f/9eqyPoi7KEhARpa/eePXuwfPnyNHdia9eujZEjR+Lq1avYvHlzga4vJiYG58+fR7NmzWBiYpIv7zF37lzIZDJMmzYt16+xYsUKqNXqXFcTAllvPRabfmsjUfj06VMMGjQIgYGBWLBgQaHrYwOkVEw2atQI9+7dk/okfbyFU9vEv59Zs2ZpbAvOCTFR6OnpiVq1aiEkJETaZqxSqVCjRg04ODigbNmy0gV4brYdi/JjoMmpU6cgl8szvLi0sbFBr169cOHChTQ9zLIibjHLTqJQLpejXbt2CAgIyHIiuCgpKQn37t2TEvYeHh4YOnQoLl68KE0XTS0yMlKqbkpNWwNNPnz4gPj4+HQrCoGURG92+/2ISR6xuvvx48dSXyMqvDw9PWFoaAgjI6NsV1SnJpPJ4OnpCX9/f7x58wYvX74EoDn9XazyS691woIFCwAA33//fY7e9+MbGpGRkRAEIceJQgMDAwwYMAD//vsvvvnmG5ibm2PcuHFSD770qsf0IVHo6ekJS0vLXB33s0Mmk0nbOjOaqp6ZEiVKwMPDA3///XeObhJnNchEVKVKFcTExCA0NBS3b99GgwYNIJPJpOnN6Q04zEx8fDwiIiK0Xo2WH7SdKCyqFYUAMHz4cClWpk6dmm9DMsqWLZvrwV8FVVEoKlWqFKpWrYpy5cpJFX/29vYoV64cYmJispUsFAfOGRsbS68JpJz/C4LAAiwtYqJQh8QTIk491g+rVq1CQEAABgwYIH2tevXqmD59Oh49eoT169fn6fUFQUDHjh1Rv379NNUlSUlJubqDWZStXr0aISEhmDZtGrp06ZLh42bOnIkKFSpg6tSpBZpkPXXqFBITE6UJqPmhZs2a6Nu3L06fPi1VUuVEZGQktmzZgrp16+ap6lG84M9s67FcLtc40clpolBsbr17924cPXoU3t7eGDVqVK7XnN88PT0hCAJ27NgBQRDw+vXrfK0o7NKlC6ysrLBixQq4ubmhSZMmWL9+fY62CF26dAnly5dHtWrVpGSVv7+/xh1/mUyGunXrws/PDx8+fMDhw4el/jA5lV6icOXKlZg7d26Oe0sBKVVDZ8+eRf369TM9Yf/mm28AIMdVhVevXoWhoWGm29JSE6d3Zreq8P79+0hMTEStWrWkr82ZM0eqVHj37p3G48PDw9O9EamtRGF620RNTU2lk/ecJEJcXV1haGioUVHIasLCz8TEBC1atECVKlVyvcWrSZMmEAQBf//9N6KiogBoJgrFKcQfVxSqVCqcPHkSXl5eGj8T2VGtWjWYmZlJicLt27cDSLlRkFMDBgyATCZDXFwcvvvuO5QuXRpt27aFkZFRutuPi3LiI7umTJmCx48f5+vvtJo1a+Z6lwOQMlTs7du3OToO3rx5E2XLls2ysk+86bl3716oVCrp5tFnn30GY2PjHG8/FluqFJWKwtevX2tt+3FAQIA08bioMTAwwPbt2zFz5kwMGzZM18tJV0FWFGZEJpNJFcKxsbEIDAyESqXK8PEfVxSKxRZxcXFQKpW56pdL6WOiUIc6d+6MCxcuoGHDhrpeChUAAwMDjYop0ZgxY1C+fHmsXbs2xxMwUzt06BB8fX3x7NmzNAmZJUuWwNnZOU9bUIuSiIgI/Pjjj3B0dMTo0aMzfayZmRkWL16M169f56nyLqfE5ICYLMgvM2fOhJGREaZNm5bj7dVr1qxBfHw8vv322zz1+ZDJZHB0dMy0otDOzk6j4rNOnTqwsbHJ0XYyOzs7KZHy888/F+reJN7e3nBwcMB3332H33//HSqVKl8rChs2bAgfHx/4+PigT58+uHv3LkaPHg07Ozv07NkTR44cybQXYHR0NPz8/NC4cWPIZDLpwvzOnTtpKmQ8PDyQkJCAn376CVFRUbmuKhGTi2Ii8tatW5gwYQLmzp0LZ2dntG7dGtu2bctwmvbHzpw5g+jo6Ay3HYtq1aqFVq1aYf/+/dKkyY+Fh4dr3FgQBAHXr19HrVq1sp3cbtmyJYyMjLKdKBT7E6a+OLawsMAPP/yAiIiINIOZIiMj000UigmK1BfIMTExGDJkiMZU5aykN6lbJpNJ75mTRKGxsTGqV68OPz8/xMbGIjIykonCImLnzp04ffp0rp/v6ekJIKVPYWYVhR8nCu/cuYP3799LfQ5zQi6Xw8PDAzdv3sTEiRPx/fffw8XFBf3798/xa9nZ2aFz586wt7fHiBEjAKRcuLZu3RoXLlxIcwMyICAA9vb20sCu4kgmkxX6Xnpi3GV3+7FKpcpykIlIPNffsWMHgP+qzEuVKoWWLVvi4sWLOHr0KJ48eZKt8zLx91BRqCh0dHREcnIy7O3t0b9//xxv704tOTk5zcTjoqZKlSqYNm1algN3dEWsKNT1tF+ZTIZKlSrB2toa79+/zzRZ+HGiUKlUSgnPcuXKFepz/6KGiUIdsrCwQMOGDZn51nPGxsYYOnQonjx5giNHjuTqNZKSkjS23nycEDx79ixUKhVmzJiRp7UWFTNnzkRMTAwWLFiQrZPVHj16oGXLlti0aVOB9ItMTk7G8ePH4ebmlu8nfnZ2dhg+fDhu3bqFffv2Zft5sbGxWLduHapUqZJpRWZ2OTo6IjQ0NE0yShAEBAcHp0mim5mZ4fHjx/jqq6+y/R61a9eGpaUl9uzZk+1kja5YWlri6NGjMDc3x5dffgkgdz2+csLAwADNmzfHpk2b8OzZM/z222/w9PTEoUOH8Pnnn8Pe3h7jx4/HzZs301QlX7lyBWq1Wrq4+jhRKJfLpcRevXr1AACLFi0CkLttx0BKDFSqVEmqKFy8eDGAlOrs7t274/Lly/jyyy9hZ2eHYcOG4dKlS2nWHRUVhfXr1+OTTz5Bhw4dIJPJpEEimRk3bhySk5OxZs2aNN9Tq9Vo1qwZPv30U+n9nj59ioiIiBz1CCpVqhRatGiBCxcupKkGTI/YE/LjKpoBAwagQYMG+Omnn6RkYnJyMl6+fJnuFhxTU1PY29trJAp3796NrVu34ssvv8z2DSsxAfJxglt8z5xe3Lm7uyMsLEyq8mKisGgwMzPL07HLzc0NpUuXxqVLl9LtUVi+fHkoFIo0N5pSt0LIDQ8PD3z48AErVqxAo0aNcO7cuVy3AtqxYwf8/Pw0tsp37doVarVa47xOpVIV64nHRUnjxo0B/DdIJysBAQGIj4/PVsW42KPx3r17kMvl0lZ3IOV8Mzk5Gd26dUO1atVgYWGB+vXro1+/fpg/fz7279+Pe/fuafQTLkoVhfPmzcOmTZtQv3597Nq1C82aNZPWn1NPnjwp1oN/CgOlUgmZTCbtBNAlmUyGihUromLFivjw4QMePXqU7g3s+Ph4KJVKqQpSJpPBzMwMBgYG+XrDXR8xUUhUCAwbNgwKhQKrV6/O1fM3btyIwMBAafpb6kRhcnKydOF14sQJXLhwIe8LLsRu376NTZs2oVmzZlI/mKzIZDKsXLkSSqUSo0aNyrTkXRv++ecfvHz5Ml+3Hac2adIkmJmZYebMmUhMTMzWc3777Te8ffsW48aN08qdRicnJyQnJ6ep0Hr+/Dk+fPiQbrVtTq1fvx7379/Pda+Wgla1alUcOnRIutOcujIrv5mYmKBfv37466+/EBgYiLlz58LCwgJr1qxBw4YNUadOHSxevFiaQiteTInVO9bW1ihXrhz8/Pykv3OxR5l4UfTu3Tu4urrCxcUl1+t0cXHBgwcP8PDhQ2moztdff42dO3ciNDQUK1euRNWqVbFp0yY0b94crq6uWLBgAfbs2YPPP/8cdnZ2GD16NO7cuYPevXvj5MmTWfaXAlKGnbi5uUk/B6ldvXoVISEh8Pf3l46nYn/CnDYTb9++PVQqFU6cOJHlY/38/GBiYiJdhIpSD2YSB5u8evUKarU6wymurq6uePjwoXQSfuDAAQApx8+NGzdma+3iNtGPk0RikienF3di9fChQ4cAoMj8HFPeGBgYwNPTE//88w/CwsJgYGCgsc1Q/P6FCxfw4cMH6euXLl2CTCbL9a4c8VjWqVMn/Pnnn3lKdioUijQ3pzp06ABDQ0ON7cfBwcFITEws1tuOi4qyZcuievXq2a54y+4gEwAax2hXV1eN6tFevXrh7NmzWLNmDUaNGoXGjRsjKioKu3fvxuzZs+Ht7Q13d3eUKVNGqhIvShWFRkZG6NOnD06fPo2lS5cCyH2bC33Ypq9rCoUC1atXLzRbu2UyGSpUqAAbGxvExcXh0aNHGtctgiAgISEhTRGInZ0datSokauepZQxJgqJCgFra2v07NkTFy9elE5Gsis2Nhbz5s2DlZUV1q5dCxMTE41E4f379xEbG4tu3brB0NAQ33//fboTMouLefPmAUipPspJ+Xm1atXw7bff4u7du/jpp5/ya3kAgKNHjwJAtiqbtKFs2bL47rvvEBwcjN9++y3LxyclJWHlypWwsrJCv379tLIG8cT5423x6U08zi2lUlloTnayq379+ti5cyfMzc2zdQGSH+zs7DBp0iTcvXsXly5dwvDhwxEREYFp06bB0dER7dq1w/79+2FiYiJVs8lkMtSuXRv+/v4ICgrSOJG3srKSKh/y2sy+evXqiIuLw7hx46BWqzFx4kTpexYWFhg+fDiuXLmCGzduYOzYsXj37h1mzJiBvn374tixY2jatCk2btyIZ8+eYfPmzfjkk0+y9b4ymQzffPMNYmNj0/zMpK7M/eWXXwAA165dA5C9QSapiTcLstp+LAgC/Pz8UKtWrXR7Cbm7u2PYsGH4+++/sX37dmnwQ0ZNvWvUqIGkpCQEBQXh1atXOHv2LJo1a4aKFSti+vTpUhIwM+n1kwNS/s27dOmCypUrZ/kaH38GAFJihRWF+sPT0xMqlQoXLlyApaVlmhhv164d4uPjce7cOQCQehrWrFkz18f8tm3b4sqVK9i9e3euBrFkxdzcHC1atMDp06elnxV9GGRSlHh5eSEsLCxbFW/ZHWQCpAxLsbW1BZD2d4JcLoenpye++uorLFu2DD4+PggODkZUVBQuX76MTZs2YdKkSXBxccG8efPw888/S+srConC1MSdB+LAupziz0vBkMlkhW67rrW1NWxtbREfH49Hjx5JFbZJSUlQq9VpKiANDAwK7fbuooyJQqJCQuyll95Wt8wsX74cERERmD59OszMzFCnTh3cunVL6nty/fp1AEDPnj0xePBgXLlyJds9sXLi9evXUvWRrsTGxuKvv/5Cs2bNctXkevLkyXBwcMDs2bPz9bMcO3YM5cqVk7ZoFoTRo0ejQoUKmD9/PmJjYzN97K5du/Ds2TOMGjVKa9sRMpp8rM1EYVHVvn17hIeHo2XLljpdh0wmQ7169bBy5UqEhoZiz5496NixI86fP4/AwEA0atRI425trVq1EBcXJ008Tk2M7W7duuVpTWI14qlTp9CoUaMM+5HVrFkTixcvxuPHj7F3716sWrUKISEh8PHxQd++fXM1WbxXr16oWLEi1qxZI93RVqvVOHDgABwdHdGsWTMcOnQIERERuHr1KiwsLHIcx5UqVYK7uzv+/PPPTCuZw8LC8ObNm0yPa7NmzUK5cuUwZcoUabJ1ZhWFQEqlx5EjR5CcnIx+/fphwYIFeP36NWbOnJnl2sVtoh9XYvXr1w979uzJcXP0WrVqQSaTSb3omCjUH+LPdUJCQrqV1W3btgUAHD9+HEDKDafw8PBc9ScUyWQy/O9//8vX3lx9+vRBUlKSdF4nJj7Enz/SrZxsP7558yYsLCyynawTb45m9+aRqakpPDw80KdPH8ydOxcnT55ElSpVMG7cOJw8eRJly5YtclPgq1atCiD3iUKxPzErCvVT+fLlYW9vj4SEBAQHB0OtVqfpT0j5i4lCokLC3d0dTZo0we7du6VqkKxERERg2bJlqFq1KgYNGgQgpe/Ou3fvpMotsdKlfv36mDp1KkqUKIEZM2bkeLBFZgRBQKdOnVCnTh3pAlUXTpw4gYSEBHTq1ClXzy9RogSWL1+O2NhYTJgwQcurS/H06VP4+/ujTZs2Bdo8uFSpUhg3bhwiIyNx/vz5DB8nCAKWLl0KExOTHPUHzEpGiULxBFKfE4UACt3dXKVSiS5dumDfvn14+vQpfv311zRTgGvWrCn9/49P5OfMmYPt27fnuRIg9bbliRMnZvn3pFQq0blzZ3z99dfStNTcUiqVGDFiBP7991/s3bsXQMoW43///RfdunXDV199haSkJKxbtw63b99GgwYNcvXv2L59e7x+/TrT/qjpDTL5mLm5OX788UdERkZiypQpADKuKEydKNy/fz8UCgU6duyInj17okmTJtiwYUOW1e3iMBNt9QQyNTWVjgNKpTLP/35UdHh4eEg3pVL3JxRVq1YNTk5OOH78uFRNCPyX6CmsevTogSpVqmDNmjV4+/atlCjMSzsG0p7sDjTJySATkfhvnNut8ZaWljhy5AjKli2Lly9fFon+hB+rUKECSpUqlaeKwqI68Zi0w9LSEhUqVEBcXByeP3+OhIQEfPfddxkOnvL19YVSqcSdO3cQFxeH2bNno0aNGjAxMUGFChXQq1evNFvh58yZo9FHNLu2bt0KpVKZ4X9DhgzJ8jUePnyI1q1bo1KlSjA1NYWzszNmzJiRpjfj/v37UbduXZiZmcHd3V26aZbfmCgkKkRGjRqFxMRE/P7779l6/Pz58/H+/XvMmzcPCoUCwH/bt8RtEteuXYONjQ1sbGxQsWJFjBgxAv7+/ti1a5fW1n316lVcu3YN7969Q48ePRATE5PlcxISErBr1y6t9gM8fPgwAOQ6UQikbHHq3Lkz9u3bh5MnT+Z5TYIgIDAwED///DO6desmbVspqG3HqYnbLsUq0/QcP34cAQEBGDp0qFYHLdna2sLQ0FCqIBQFBQXBwMCA1UOFmKWlJfr3749q1appfF3cVgSk3RpUtWpVqWdqXogJSDc3twLr6Zna0KFDUapUKSxfvhyCIEjbjrt3747OnTvD2toaS5cuRWJiYo77E4rEY0Fmld7ZSRQCQN++fdGoUSNpq1pGwxlcXFwgl8vh6+uLM2fOoFWrVihTpgxkMhmWL18OmUyGsWPHZnpDSawo1GZvTbFPob29fY4rEqnoUiqVUuVVeolnmUyGdu3aITQ0FP7+/tIgk8KeKDQ0NMTkyZPx7t07rFmzBgEBAXBwcChylWHFlb29PSpVqiTFU0bu37+PuLi4bA0yEU2aNAm7d++WhnzlhpOTEw4fPoySJUvCzc0t16+jKzKZDFWrVs1VojA2NpaDfwjAfwnniIgIREVFSTtdnj17luaxW7ZsgYeHB5ydndGmTRts2bIFs2fPxr179/DHH39ApVLBy8tL6iudFz169EBoaGia/6ZOnQqlUikNKsyMQqGQWuX4+/tjyZIl2LhxI2bPni095vLly+jXrx/69euHq1evolOnTujevTv8/f3z/BmywrMwokKkVatWACANH8lMYGAgfv31VzRs2FBjKq2HhweAlERhbGws7t27p7HFdcKECShdujTmzJmT7cEWWRF7+g0aNAj379/H0KFDs+yDuH79evTv3x/r1q3TyhqSkpLg4+MDDw8PqTdMbi1duhQlS5bE2LFjER8fn+Pnv379Gvv378fw4cNRrVo1uLq6YuzYsTh+/Dhq1aqFxYsXZ3vQijbVrFkTRkZGmcbXkiVLoFAopK3w2mJoaIjKlSunu/XYwcFBSnRT0eHi4iJNnsuvChlLS0ts2rQJW7du1UnVpbm5OQYPHow7d+7g9OnT0rZjd3d3KBQKDBw4UDpG5LQ/ocjd3R0VK1aUepemx8/PDwYGBlleNMnlcqxcuVJKsmWUKDQ2NkaVKlVw/vx5qFQqjS3itWrVkno/7tixI8P3ioqKgpmZmVZ/dsULcQ4y0T9idVdGFaqptx9funQJlStXRqVKlQpsfbnl7e0NR0dHrFq1Co8ePeI2ykJEJpOhcePGuHfvnlQhnZ6cDDIR2djYoGvXrnleY926dfHgwYNcDzvUtapVqyIsLExjEFFWBEHAkCFDEBcXh/bt2+fj6qgokMlkqFy5MuRyOWJjY+Hp6Yly5cph69atGo+LjY3F/v37MWjQIKxatQpXrlzBwYMH0aNHD9jb26NevXrYs2cPXFxc8NVXX+W5X3+JEiVgbW2t8d+jR4+waNEirFq1Co0aNcryNRwdHTFgwADUrl0b9vb26NixI7y9vTVuXqxevRqffvopxo4di+rVq2P27Nlwd3fHzz//nKf1ZwdHwxAVIqampqhatWq2BppMnz4dKpUKP/74o8YFdNWqVWFqaoqbN2/ixo0bUKvVGpUuFhYWGD9+PGbOnIlNmzZh2LBheVrzixcvsH//fjRt2hTr1q1DdHQ09u/fj6VLl+K7777L8Hli9d+aNWswfPhwaRtudHQ0pkyZgn79+uVoy8b58+fx7t27PFUTiuzs7PD9999j6tSpqFKlCpycnGBvb4/KlSvDwcFB+v+2trZQKBRISkrC1atXcfLkSZw6dUr6ewdSttQOHz4cLVu2RLNmzWBmZpbn9eWWQqGAu7s7rl+/DkEQ0iRerly5Al9fX/Tv3z9fLsCcnJxw/vx5qNVqyOVyqNVqBAcHo3nz5lp/L8p/CoUCjRo1QmxsrNZ6WaanT58++fba2TFq1Cj89NNP0jbk7777TvrZGTJkCBYtWgRBEHLdc1Sslvr1118RGBgo9XUCUi6Y/P39cf36dTg7O2dr6EKdOnUwceJE7NmzJ9Ptu66urnj06BEMDQ3RsWNHje/NnDkTe/bswdSpU9GpU6d0t35FRERofVK3WFHICmP906RJEwAZb5dv0qQJSpUqhe3bt+PRo0fo3bt3QS4v1xQKBSZNmiSda7FCqnDx9PTEnj17cOnSpTTHQZG4Q0e8EV/QMuo1WxSIv8+CgoI0diFkZuHChThw4AC6deuG4cOH5+fyKB1du3ZNc1M/vzk6OmpMiP+YsbExKlWqhNDQUJQsWRJ9+vTBtm3bMGXKFOl8bP/+/UhOTkbPnj3RokULtGrVKs0uDLlcjjFjxmDAgAHw8/OTzjm04enTp/D29sbQoUMxePDgXL1GUFAQ/vrrL40CoKtXr2LMmDEaj2vdujX++OOPvCw3W1hRSFTIuLu7IygoCNHR0Rk+5urVqzhw4AA6dOgg3YUXyeVy1KlTBzdv3pRKqz/eEjd69GiUL18eP/zwQ47u8qXn119/hUqlwogRIyCTybBhwwbUqFED33//PU6dOpXuc16+fIlLly5BoVAgJCREo5Lmhx9+wIYNG9C9e/ds92oE/ks8aqtSb+zYsRg7dizs7e0RHByMXbt2YcGCBRg2bBjatGkDFxcXqaeWlZUVWrRogR9//BGBgYHo3Lkz1q5di4cPHyIgIAArV65Ep06ddJokFNWrVw9v3rxJM30YSKkmBIDx48fny3s7OjoiPj5eGlYQFhaGhIQEve9PWJTt27cPPj4+ul5GvnJwcEC3bt3w5MkTACnbjkV2dnYYOnQounbtmqc+Sh9vP05MTMTs2bPh6uoKDw8PPH/+HE2bNs32682ZMwf379/PdAqg2KewRYsWaQaSlClTBvPnz0dERIQ0ST61R48e4d69e7muosxI48aN0a1bN/Ts2VOrr0uFX/PmzbF8+fIMt2sZGRmhVatWePDgAQDkaZBJQevbt680BIOJwsKldevWkMlkWL9+fYaPyekgE/pPTgea+Pj4YObMmXBzc8Ovv/5a6Po3k+5YWlqiXLlyKFeuHAYOHIjg4GBcuHBB+v6WLVukc7HAwMAMd7qIX89t78z0fPjwAd27d0eNGjWwdOnSHD//k08+gampKWrUqAEvLy/MmjVL+l54eHia3SFWVlaIiIjI67KzxIpCokLG3d0de/bsgZ+fn3SHPTVBEDBlyhTI5XLMnz8/3dfw8PDAxYsXsXPnTsjl8jTbJUxMTDBlyhSMGzcOP/30U64HdyQmJmLDhg2wtbWV7sSamJhg7969aNy4Mfr27YsrV66gcuXKGs/z8fGBWq3GvHnzMGvWLKxcuRKdO3fGgwcPsGrVKlSoUAEvXrzAwIEDcezYsSyHfqjVahw5cgRVqlTR2rYehUKBxYsXS39+//49njx5gqdPn+LJkyd48uQJHj9+jCdPnsDOzg4tW7ZEq1at4OHhoTEZtrARG/Zeu3ZNI0H34MEDHDlyBO3bt8+3CxlxCmBwcDBsbGw48bgY0Jcm4+PGjcO+ffvg4OCQpk+VNraENW/eHCVKlMCxY8fw5Zdf4osvvsDp06dhY2ODESNGoEuXLun+PshMVhdY4rEgo16S/fv3x4YNG7BmzRoMHDhQY1Lrpk2bACDXd80zUrJkSa32z6WiQy6XY+TIkZk+pl27dtJNwcLenzA1hUKBuXPnYsSIEWlu7pJuValSBd7e3ti5cycuXLgg9XIWqVQq+Pn5wdPTk0mrXBB7NGYnKfPw4UP0798f5ubm2LdvH0xMTPJ7eZSOzCr7dEkmk0lDfaytrdGoUSNs3rwZTZs2RVBQEHx9fTV6y+d1a3FOfPXVV3j37h2OHz+eq2vAHTt2ICYmBnfu3MGUKVOwbNmyTHflFRRWFBIVMuJFaEbbj48dOwZfX18MGjQow6SY+BoBAQFwc3NL95ftkCFDYG9vjyVLluDt27e5WuvBgwcRHh6OYcOGaRwYq1atis2bN+P169f44osvEBcXp/G8w4cPw8DAAIMGDUKvXr3g6+uLGzdu4LvvvoNKpcLu3bsxdOhQnDlzBosWLcpyHf/88w+eP3+Ozp0759uJXKlSpeDq6op27dphxIgRWLRoEfbu3Yvr16/jzJkzmDZtGho0aFCok4QApO2RH/cpFIc15Ne0ZyDt5GMmCqmoqFevHubOnYulS5fmyzGmRIkSaNmyJXx9fdG8eXOcPn0aQ4YMQWBgIFasWIFmzZppfUp627ZtcenSJfTr1y/d74v9DtVqNcaNGyeddCclJWHbtm1wcnJKc1FNlJ/atGkDIKWFSlGbHNyrVy9ERUVxW30hNH36dBgaGmLGjBlpkgsPHjzI8SAT+o94fpdVojA6Ohrdu3dHbGwsduzYwT61lKVBgwbh4MGDiImJwZYtWzTOSapWrSpVn39M/HrqNi95sXjxYhw7dgx79+7NsMduVmxtbVGjRg306tUL8+bNw9y5c5GcnAwgJSn6cfVgREREhj2otalwX9ES6SGxX0J6iUKVSoVp06ahRIkSmD59eoavkbqPSkaTOI2MjDB9+nQMGTIEy5Ytw5w5c3K0zrdv32LBggUwMjJKt6qkffv2mD59unQXfePGjZDJZHj//j1OnTqFJk2aoGzZshg9ejS2bt2KAQMG4NGjR+jbty8aNmyI2rVr4/Lly5g9ezYiIyNRokQJKBQK6T9DQ0Pp/58+fRoANHo6UPqcnJxgYWGhMfn4+fPn2LFjBxo1apSvVRriiZ+47ZmJQipKJk2alK+v36FDBxw9ehR37tzBzJkzMXXq1HytYJHJZFn2Vaxbty4GDRqEjRs3Yv/+/ejevTuOHTuGyMhIjB49mpOJqUBVqFABQ4cOhbW1dZGMPVakFU5OTk4YPHgwfvnlF/z555/S4Bzgv/6EORlkQv8pU6YMypcvn2miUK1WY8CAAXj48CEWLVqEli1bFuAKqajq3r07xo8fj127dmHHjh346quvpGPsF198gRkzZsDPz0+jT6FarcaqVatQvXr1NP0Lc+PPP//EjBkzsG3bNq28HpCyxqSkJKjVahgYGKBBgwY4e/YsvvrqK+kxp0+fzlEf/9xiopCokLGwsICDg0O6icJt27bh/v37mDx5cqZN6qtUqQJTU1PExMRkmCgEUoYELF26FKtXr8bIkSMzvDsh3mEVD8CvX79Gu3btcO/ePcycOTPDOyjTpk3DzZs3sWPHDtStWxcjR47EyZMnER8fLw0dqV27Npo3b46zZ8/CxMRE2k5dokQJ7Ny5E82aNZOmKmfG1tY218ME9ImYHDh37hwSExOhVCqxevVqJCYm5nuZu6OjI2QymZQoDAwMhEKhkLYSEOmzrl27ShP6+vfvr+vlSObOnYsDBw5g4sSJaNu2LTZu3AgDA4NCtUbSH9k5HyDKqSlTpmDr1q2YMWMGPvvsMykRzURh3mVW3QWk/I45duwYevfujbFjxxbgyqgoMzExQY8ePfD9998jOjpa45xk7NixOHLkCLp164aFCxeifv36iIyMxIIFC/DgwQP8+eefGjdu4uLicPv2bY3XNzU1lVompScwMBD9+/fH4MGD4eXllaavvlKpTNP/+WM7d+6EQqGAm5sbjIyMcOPGDUyfPh09evSAQqEAkDJXoGXLlli9ejU6duyIvXv34saNG1i7dm12/6pyrejdjiPSA3Xq1MGDBw80Bo18+PABs2fPhqWlZZYJndR9CTNLnhkYGGD27Nl4//49FixYkO5j3r9/DycnJ1SvXh2zZs3C1atX8emnn+LmzZvSZODM1rF582ZUqVIFEyZMgK+vrzSlKfV0OfHzzJgxAxUqVJC+7uLiguDgYAQGBiIgIAB+fn74559/cPXqVfj6+uLs2bM4ceIEfHx8cPbs2SJZYaALdevWRUJCAu7evYt3795hw4YNcHFxQfv27fP1fY2NjWFjY6Ox9djBwaHQb9cmKgjm5uY4cuRIoUvAlStXDrNnz8azZ88wevRo/PXXX2jXrp3GsZqIqCgT+8H6+flh//790tdv3rwJc3PzNL22KfuqVq2KqKgoREVFpfnewYMHMX/+fPzvf//Dzz//zKpbypFBgwbhzZs3+PTTTzUKaIyNjXHixAn06dMHM2bMQPXq1dGhQwcYGBjg4sWLaQaxBQYGon79+hr/ZdUzd9euXXj79i02bNgAOzu7NP9l1P85NUNDQyxZsgSenp7w8PDAvHnzMHz4cI3hSo0aNcLWrVuxefNm1KtXDwcOHMC+ffvg5uaWw7+tnJMJBdnpMYcEQUB0dDRKlCjBA0c+S05OxsOHD+Hs7Kz1PkiUcwsWLMCMGTM0Dmbi15YvX57lwQtImUZ65MgRbNq0KdMEmiAI8PLywu3bt3Hv3r00J0P79u1D7969UaJECY1eg3Pnzs32Vrx79+7By8sLpUqVQmJiIipXroxr165pPObp06ews7MrkJ91fY93Hx8fdOnSBatWrUJsbCymTp2KDRs2YMCAAfn+3q1atcKdO3fw/PlzlC5dGq1bt8ahQ4fy/X31nb7HPOWNSqVCw4YNcefOHQApF3f5fWNBmxj/pG8Y8zn36tUrODs7w9raGn5+fgCAsmXLonHjxjh+/LiOV1d0LV68GNOmTcOFCxc0tkv6+/ujSZMmKFmyJK5cuQJbW9s8vQ9jPmfi4+MRFhYGW1tbGBsb63o5lAlBEBAfHw9jY+NsXSdn9m8rCALi4uJgZmaW5Wux/IaoEBKbJotbHl69eoUlS5bAyckJQ4cOzdZrdO/eHVu2bMmyyk4mk2Hu3LlISkrC3Llz03x///79kMlk8Pf3x/Hjx/Hll19i7dq1OerX5erqil9//RWRkZF4+/attO04NXt7e94QKCBilamvry9Wr16NihUrwtvbu0De28nJCW/fvoWfnx+SkpK01kyYiPKPoaEhVq5cCQCoWLEiPvvsMx2viIhIuywtLfHNN98gMDAQ27dv5yATLRHP8x49eiR97c2bN+jRowcSEhKwe/fuPCcJiUj7mCgkKoQ+Hmjy448/Ijo6GrNnz4ZSqdT6+7Vo0QLNmzfHjh07EBAQIH39w4cPOH78OBo3bgxbW1u0bNkSP//8M4YMGZLj9/j8888xefJkKBQKdO/eXZvLpxwqV64cHBwcsHfvXrx48QJjxozJl7hKjzjQ5M8//wTAQSZERYWnpyfWrVuHDRs2sF0AERVLY8eORdmyZTF37lxcuXIFAPsT5pWYKBQHmiQnJ6Nv374IDg7G8uXL4eXlpcvlEaXL19cX5ubmGf6XHR07dszw+Rm1/CpMeKZHVAhZWVnBxsYGt27dQkhICNatWwcPD498TbDNnTsXXl5emDlzJvbu3QsAOH78OD58+IDPP/9cK+8xZ84cTJw4ESYmJlp5Pcq9unXr4vHjxyhdunSuEr+5JSYKT5w4AYCJQqKiJL0J90RExYWZmRkmTpyISZMmYdasWQCYKMwrJycnyGQyKVH4/fff4+TJkxg8eLDGJFeiwsTDwwPXr1/P02usW7dOo21XalkNOikMmCgkKqTq1KmDv/76C5MnT0ZSUhJ+/PHHfB3WUb9+fXTq1AmHDx/G9evXpYapQMo0Tm1hkrBwqFevHvbu3YuvvvoKZmZmBfa+4gSxq1evAgC3HhMREVGh8fXXX2PlypV4/vw5zM3N4eDgoOslFWnGxsawt7dHYGAgdu3ahaVLl6Jhw4ZYuXIlWw5RoVWiRIk8FzPY2NhoaTW6wa3HRIWUu7s7VCoVDh06hDZt2qBZs2b5/p6zZ8+GTCbD9OnTERcXBx8fHzRq1KjIH+gorf79+2PixImYMGFCgb6vWFGoVqthbGyMSpUqFej7ExEREWWkRIkSmDp1KoCUc3Ems/KuatWqePjwIYYNG4YKFSpg9+7dMDIy0vWy9JoY14V4ri3lkvhvmtdjFxOFRIWU2DxZJpNh/vz5BfKerq6u6NOnD86cOYNJkybh/fv3Wtt2TIWLhYUF5s2bhzJlyhTo+5YpUwZly5YFkJI0zM8qWSIiIqKcGjRoELy9vbk1VkuqVq2KxMREJCcnY+/evahQoYKul6T3xF7D8fHxOl4JaZv4b5rXftLcekxUSNWrVw9KpRJ9+vRBzZo1C+x9Z8yYgd27d2PdunUAgG7duhXYe5N+cHR0RFRUFPsTEhERUaGjUCiwZcsWXS+j2BD7PK5Zswb169fX8WoIAAwMDGBmZoZXr14BSNkizurZwkkQBCQmJgLIvEpQEATEx8fj1atXMDMzg4GBQZ7el4lCokLK2toa/v7+Bb7tt3Llyhg6dCjWrl2Lhg0bcmsoaZ2TkxOuX7/ORCERERFRMde3b180b94ctra2ul4KpVK+fHkAkJKFVDgJggCVSgVDQ8NsJXPNzMykf9u8yJdEYWhoKBYvXowLFy4gMjIS1tbW+OKLL/Dtt99CqVTmx1sSFUuVK1fWyftOmTIFvr6+GDVqlE7en4o3sU8hB5kQERERFW9yuZxJwkJIJpPBysoKlpaWUKlU7FdYSKnVajx+/BiVKlXKtGWTTCaDoaFhnisJRfmSKHz06BHUajWWL18OR0dHBAQE4JtvvsGHDx8wd+7c/HhLItIiKysr/PPPP7peBhVTn3zyCRYtWoRGjRrpeilERERERHrLwMBAa8kl0r7k5GTIZDIYGRkV6L9TviQKW7VqhVatWkl/rly5MoKCgrBx40YmComI9FyLFi0QExPDkxIiIiIiIqJCpsB6FEZHR8Pc3DzTxyQkJCAhIUH6s1j+KmZRi5uHDx9qfF5dEptk+vn5Fcu/a6LUGO+kbxjzpM8Y/6RvGPOkbxjzpC1GRkZwdnbW9TIkycnJGv+bFznZXi4TCmAzekhICJo1a4a5c+diwIABGT5uwYIFWLhwofRnExMT+Pv74+nTp8Vyz3xsbCzUarWul0FEREREREREpNfkcjlMTEx0vYx8IZPJYG9vDzMzsywT6jlKFM6aNQsrV67M9DFXr15FtWrVpD8/f/4cHTp0gJeXF1atWpXpczOqKFQqlbwzkM+Sk5MRFBSEKlWqcDsgFXuMd9I3jHnSZ4x/0jeMedI3jHkqrrQZ22LlbXYShTnaejxq1Cj07t0708ekntL64sULdOrUCfXr18eKFSuyfH0jIyMYGRlJfxYEAdHR0TAwMGCisICwmSnpE8Y76RvGPOkzxj/pG8Y86RvGPBVX2ojtnOzSzVGi0NLSEpaWltl67PPnz9GpUyfUrl0bP/30U6ajnImIiIiIiIiIiEi38mWYyfPnz9GxY0fY2tpi7ty5ePXqlfQ9Kyur/HhLIiIiIiIiIiIiyoN8SRSeO3cOISEhCAkJgaurq8b33rx5kx9vSURERERERERERHmQL4nC3r17Z9nLkIiIiIiIiIiIiAoPNg4kIiIiIiIiIiIiJgqJiIiIiIiIiIiIiUIiIiIiIiIiIiICE4VEREREREREREQEJgqJiIiIiIiIiIgITBQSERERERERERERmCgkIiIiIiIiIiIiMFFIREREREREREREYKKQiIiIiIiIiIiIwEQhERERERERERERgYlCIiIiIiIiIiIiAhOFREREREREREREBCYKiYiIiIiIiIiICEwUEhEREREREREREZgoJCIiIiIiIiIiIjBRSERERERERERERAAMdb0AfdZ1b1eEvAnR9TJSCEBCYgKMLhoBMl0vhiifMd5J3zDmSZ8x/knfMOZJ3zDmSUsczR1xsMdBXS9D51hRSERERERERERERKwo1KXClKlOTk7Gw4cP4ezsDAMDA10vhyhfMd5J3zDmSZ8x/knfMOZJ3zDmibSLFYVERERERERERETERCERERERERERERExUUhERERERERERERgopCIiIiIiIiIiIjARCERERERERERERGBiUIiIiIiIiIiIiICE4VEREREREREREQEJgqJiIiIiIiIiIgITBQSERERERERERERmCgkIiIiIiIiIiIiMFFIREREREREREREYKKQiIiIiIiIiIiIwEQhERERERERERERgYlCIiIiIiIiIiIiAhOFREREREREREREBCYKiYiIiIiIiIiICEwUEhEREREREREREZgoJCIiIiIiIiIiIhRAojAhIQFNmjSBubk57t69m99vR0RERERERERERLmQ74nCmTNnwtraOr/fhoiIiIiIiIiIiPIgXxOFJ0+exNmzZzF37tz8fBsiIiIiIiIiIiLKI8P8euHIyEh888032L59O0qWLJmt5yQkJCAhIUH6syAIAIDk5GTIZLJ8WacudV/fHSGvQnS9DACAAAGJiYlQKpWQofj9XROlxngnfcOYJ33G+Cd9w5gnfcOYJ21xtHTEvmH7dL0MSXJyssb/5oWYX8uOfEkUCoKAESNGYNCgQXB3d0doaGi2nrd8+XIsXLhQ+rOJiQn8/f0RGBiYow9VVMTGxiIhMSHrBxagxMREXS+BqMAw3knfMOZJnzH+Sd8w5knfMOYpr2JjY/Hw4UNdLyONoKCgPL+GTCaDvb199h4r5CADN2vWLKxcuTLTx1y9ehVnz57FwYMHcezYMRgYGCA0NBS1a9fGhQsXULNmzQyfm1FFoVKpLJYVhYVJcnIygoKCUKVKFRgYGOh6OUT5ivFO+oYxT/qM8U/6hjFP+oYxT8WVNmNbEFIqb83MzLLMr+WoonDUqFHo3bt3po+pXLkyLly4gOvXr8PKykrje82bN0ePHj3w888/p/tcIyMjGBkZSX8WBAHR0dEwMDBgorCAGBgY8OBKeoPxTvqGMU/6jPFP+oYxT/qGMU/FlTZiO9+2HltaWsLS0jLLxy1YsADTpk2T/hweHo7PP/8cGzduhIeHR07ekoiIiIiIiIiIiApAvvQotLW11fiziYkJAMDBwQE2Njb58ZZERERERERERESUB3JdL4CIiIiIiIiIiIh0L18qCj9mZ2eHN2/eFMRbERERERERERERUS6wopCIiIiIiIiIiIiYKCQiIiIiIiIiIqIC2nqcW+L45pyMcabcEQQBMpkMgiDw75uKPcY76RvGPOkzxj/pG8Y86RvGPBVX2ozt1Pk1mUyW6WNlQiH+SVKr1YiJidH1MoiIiIiIiIiIiIo0U1NTyOWZby4u9IlCUVYZT8qb6OhouLm5wd/fH2ZmZrpeDlG+YryTvmHMkz5j/JO+YcyTvmHMU3GlzdhOnfrLKlFYqLceZ7V40h6ZTIbY2FjIZDImZanYY7yTvmHMkz5j/JO+YcyTvmHMU3GlzdjOyfOZiSMiIiIiIiIiIiImComIiIiIiIiIiIiJQvp/RkZGmDRpEoyMjHS9FKJ8x3gnfcOYJ33G+Cd9w5gnfcOYp+JKV7FdqIeZEBERERERERERUcFgRSERERERERERERExUUhERERERERERERMFBIRERERERERERGYKCQiIiIiIiIiIiIwUUhERFQsxMbG6noJRDrBuXxERERE2sNEYTH35s0bREZGIjExEQCgVqt1vCKi/PX48WMsWLAAISEhul4KUYEIDQ3F559/jlmzZgHgcZ70y9u3bzWS5EwaUnGnUqkA8FhP+oMxT8XVq1ev8PTpU0RHRwMoXOcwTBQWU4IgYNKkSfj000/Ru3dv9OjRA+/evYNcLi9UAUikLYIgYPz48fDw8EB4eDgqVqyo6yUR5StBEPDNN9/Aw8MD169fx6VLl6BWqyGX81c76YeJEyeiRYsW8Pb2xrBhwxAeHg6ZTKbrZRHlm8mTJ6Nnz54AwGM96QXGPBVHYq6mRYsW6N+/P1q0aIGQkJBCdQ7Dn7Zi6K+//kLDhg1x69YtLFq0CAMGDEBkZCQmTpwIAIUqAIm0Yd++fXBycsLNmzdx+vRprFixAsbGxgAK150ZIm356aefYG9vD39/f5w7dw7Tp0+HQqFAZGSkrpdGlO9iY2PRq1cv3LlzB6tXr0bPnj3x9OlT9OzZEwEBAbpeHpHWPXz4EF988QV8fHxw9uxZ7NmzBwArrKj4YsxTcXXhwgU0btwYt27dwtq1azF9+nSUL18eEyZM0PXSNBjqegGkfb6+vvj0008xffp0KJVKAMCdO3eQlJSk45UR5Y9du3bB1NQUu3btgrW1NQICAhAeHg5HR0eUL18eJUuWhCAITJJTsRAcHAwfHx8sWLAAvXv3BpCy/dLf3x/JyckAwHinYu3u3bt4+vQpfvnlF9SsWROenp5o1aoVateujV9++QUTJ05kVTkVK48ePYK1tTVGjx6N48ePY8aMGejatSsUCoWul0aULxjzVFzdunULbdu2xfjx42FiYgIACAgIwOXLl5GcnAwDA4NCcR4vE1huU+y8evUKHz58gJ2dHQAgMjIS3t7eaNu2LT755BPUr19fxysk0i5/f3/069cP3bt3x6NHj3D79m2UKlUKb968gZeXFzZs2KDrJRJpTWJiIhQKhXQCIQgC7t27h/79+2PixIno1auXjldIlL+OHj2Kr7/+Gs+ePZO+dvfuXXTv3h2lSpXC5MmT8cUXX+hwhUTaIbaTEHuOOzs7IzQ0FG3atEHPnj0xc+ZMtpygYuHjOH79+jVevnzJmKci7+N4ffPmDWJjY2FrawsgJXfTq1cv1K9fH15eXmjXrp2ulqqBP2FF3LJlyzB16lRs2rRJGlhiaWkpJQm3bdsGV1dXGBgY4Pz58/D29saMGTMQFxeny2UT5Vp6Me/m5obWrVtj1apVUCgU2Lx5M9avX4/58+fDx8cHS5YsAcBtyFQ0fRzzSqUSMplM2n4jk8lgaWmJhIQE6WeCsU7FRXrH/AoVKsDa2ho//PCD9LgtW7age/fuMDIywqlTpwDw54CKpiNHjkiN7cWLS3Nzczg7OwMAbGxs8M0332Dt2rUICwtj/3Eq8hYtWoTRo0dj8eLFeP36NQDAwsKCMU9FXnqxbW5uLiUJDx48CGdnZxgaGuLff//FqFGjMHz4cISGhupy2QBYUVhkBQYGon///pDL5XB2dsbZs2fh5uaGmTNnom7dutLjdu/ejQoVKqBJkyaQyWQ4fvw4+vfvD19fX+ngS1QUZBTz06ZNQ8OGDREdHY2VK1eif//+sLe3l563evVqLF26FEFBQTA0ZLcFKjqye5wX71S2bdsWDg4OWLt2baHYskCUF+nFf40aNbBgwQK4urpiw4YNmDJlCurVq4f79++jXLlyOHfuHHx8fDB58mQ8fvxY1x+BKEd8fX0xfvx4BAUFYdmyZRg4cGCGj42KikKPHj1QsWJFbN++veAWSaRFz549Q9++fZGUlITGjRvjyJEjqFixIsaOHYvOnTtrnMsw5qkoySq2RefPn4ehoSE8PT0BALdv30bbtm3x+++/o1mzZjpafQpWFBZRJ06cgKmpKc6fP4+NGzfiypUrePv2LdauXatxcvzFF1/gk08+kQ6yrq6ukMvlCAwM1NXSiXIlo5j/5ZdfEBQUBDMzM4wdO1YjSQikVJ4olUo8fPhQRysnyp3sHOfFJGFiYiKqVKmCV69eITY2lklCKvLSi//o6GgsW7YMYWFhGDZsGI4cOYIePXpgw4YNuHHjBkxNTRETE4PKlStLd+6JioKHDx9i48aNaNq0Kfr374+lS5ciPDw8w8eXLVsWEydOhI+PDy5dugQAOHPmDIKCggpqyUR5dvHiRajVavj4+GDx4sW4ceMGrK2tsW7dOty9excymQwqlQoAY56KlqxiW9S0aVMpSQgA1apVA4BCUVHIRGERpFKp8ODBA5QrVw4GBgYAACsrK3z77bd49uwZtm3bJj3244tFHx8f1KtXD02aNCnQNRPlRVYxv3PnTgCAmZlZmudev34ddevWhaura4GumSgvsnucl8vlUKvVUCqVsLCwQEREBExMTLglh4q0rOJ/8+bNAABPT08MGTIEn332GQAgOTkZV69ehaurKywsLHS1fKIcMzc3R/PmzTFkyBDMnTsXarUaP/30U6bPadq0Kbp27YoRI0agdevW6Nu3L969e1dAKybKu9DQUCgUCpQqVQoAUKpUKYwcORJGRkZYuXIlAMDQ0FA6p2HMU1GRndhOz4EDB1CrVi20bt26oJaaISYKiyBDQ0MkJCQgPj4earVamnLZpUsX1K5dGzdu3MCdO3ekxz979gxPnz7FxIkTsWLFCnTr1g2lS5fmhSQVGTmN+bCwMISGhmLChAk4duyYNNyBMU9FRU5iXuxV2LRpU/j7++Px48esKKQiLbP4r1OnDm7evKlxzA8ODsbjx4/x3Xff4cqVK+jZsycAHvOp6Chfvjz69OkDZ2dnmJqaYurUqdiwYYNG5cnHXrx4gTdv3iAsLAw1atTAw4cP4eHhUYCrJsqb+Ph4GBgY4OXLl9LXxCn2jx49wrlz5wD8dyxnzFNRkd3YBlLOYUJCQjBhwgTMmTMHnTp1grW1tQ5WrYmJwiJGPFnu378/zp07h4CAABgYGEhl2V26dMGzZ88QEhICAAgJCcHGjRvRoUMH+Pn5Yd++fRg8eDCAtNWGRIVRTmM+ODgYv/zyCz799FP4+flh9+7d6NSpEwDGPBUNOY15sfdmbGws+vTpwxtBVKTlNP4B4Ny5c/jiiy/g7++PXbt2SbsmeMynoiT1gIY+ffqgZs2a+PHHH6XYTy0wMBBDhw7FixcvcOnSJaxcuRKmpqYFvWSiXBFvcHp7e+Off/7BzZs3Nb7ftGlTGBkZ4fbt2wAgtc1izFNhl9PYfvv2LX7//Xd069YNd+/exf79+zFy5MhCcf7CYSaFUFxcHEqUKJHu91QqFQwNDREfH4/u3btDoVDg4MGDGs1e//e//6FXr16YOHEi4uPj4efnB5VKpbH/nagw0WbMx8XF4caNG1Cr1fjkk08K8mMQZZs2Yt7b2xsTJkxAcnIyDAwMOMCEigxtxj8AvHnzBk+ePIG7u3uBfQainMhOzIvEWP/777/RsWNHbN++HW3btkVycjLevn2LsmXL4t27dwgNDUXNmjUL6iMQ5Up65yapY37QoEEICQnBgQMHULZsWekxrVu3xv/+9z8sXLgQABATE4MnT54w5qnQyEtsu7u7Y9GiRQCABw8e4N27d2jQoEHBLT4bWFFYiCQlJWH8+PHo168fvv76a1y/fl26s5iYmAggpXIkOTkZ0dHRmDJlCi5duoSNGzdKj3v79i1KliwJc3NzAICxsTEaNGjAJCEVSvkR8yVKlICXlxeThFQoaTPmy5QpAwBSDzcmCamwy4/4B1L6uzFJSIVRdmNepVIhMjISwH/H8saNG+Pzzz/HokWLcP78efTs2RPr1q1DQkICSpcuzYQJFUpJSUlYvXo1jh49CkDz3ESsGDc0NERiYiJCQkIwZ84cBAYGYu3atVK/QZVKBaVSqXGcNzU1ZcyTTmkztsXrVgBwcXEpdElCgInCQiMiIgKtWrXCvXv30KZNG9y7dw/jx4+Xml0qlUoAwPr161GxYkWcPn0anp6emDhxIhYsWIBx48bh77//xuLFixEbG4umTZvq8uMQZYkxT/qGMU/6jPFP+iYnMV+pUiWcOnUqTduIIUOGwM/PD127dgUAqRk+UWF08uRJNGnSBDNnzsQff/yBFy9eAPivx6B4Y3P9+vVwcHDAkSNHYGtrix9//BGHDh3Cl19+CR8fH8ycORMhISHSoCoiXdPL2BaoUDh8+LDQsGFD4d9//xUEQRDevn0rLFiwQLC2thYCAgIEQRCEQYMGCdWrVxd+//13Qa1WS89dv3690LZtW6Fx48aCl5eX8M8//+jkMxDlBGOe9A1jnvQZ45/0TV5iXqVSCb///rtQrlw5oVWrVoKfn59OPgNRdsXGxgpjxowRJk2aJCxbtkxo3ry58Ntvv2k8JiEhQRg3bpxQtWpVYdeuXUJycrL0vePHjws9evQQWrduLTRv3ly4fv16QX8EonTpa2yzR6GOqdVqyOVybNy4EUuWLEFAQID0vYiICAwbNgxJSUk4duwY/vnnH1SrVg1mZmYazxX/f1hYGOzt7XXyOYiyizFP+oYxT/qM8U/6Ji8xL/rw4QO2bt0KY2NjDBw4sIA/AVHOCYKAa9euwcLCAlWrVsWAAQOQmJiIadOmwc3NTXpMSEgIypUrl+5xHgAiIyNRvnx5nXwGovToa2xz67EOHD58GOfOnUN4eLgUPAYGBihfvjz+/vtv6XFWVlYYN24crl+/jjNnzqBu3bowMTGRvp868ORyOU+eqdBizJO+YcyTPmP8k77RVsyLSpYsia+//ppJQiq0Usc8kNKvrUGDBqhatSoAYODAgXj+/DmOHTsmbc+UyWRwcnLSSIynPs4DKFKJFCqeGNspmCgsQLt27UK1atWwevVqDB06FAMHDsQff/wBAHB3d0dCQgKuXbsmNTcGgOrVq6NVq1bYs2cPgLQBR1SYMeZJ3zDmSZ8x/knfMOZJ36QX8+JwB7VaLSVOmjdvjnr16uHixYu4cOECAKTpwUlUmDC2NfE3UwFQqVRYt24dVqxYgenTp8PHxwfbt2+Hg4MDtm3bhri4ONSqVQsNGjTA0aNHce3aNem55cuXh0KhkBpkEhUFjHnSN4x50meMf9I3jHnSN5nF/JYtW5CQkAC5XA6ZTAa1Wg0A+Oqrr5CQkAAfHx+8f/8egiAgKCgIwH9TYol0jbGdPiYKC8D79+/x6tUr9OrVC3369IFSqUSDBg3g7OyMmJgY6S7jlClTkJSUhM2bN+P58+fS8+Pi4jTGwxMVdox50jeMedJnjH/SN4x50jdZxbxKpZIeK5fLIQgCqlWrhvbt2+PWrVtYvHgxWrRoga+++grJyclMlFOhwdhOHxOF+SQ4OFgqQS1dujQ6d+6M0aNHQy6XS5loGxsbfPjwASVKlACQ0rdk/PjxeP78Odq0aYOffvoJX3/9NW7fvo0OHTro7LMQZQdjnvQNY570GeOf9A1jnvRNTmJeoVBoPFd8XtOmTXH79m2sWrUKderUwZ9//llsEilUdDG2s8ZEoZYdPHgQtWvXhre3N1q3bo1t27YBAGrWrAkDAwON6TcnTpxAzZo1oVQqpTuPnTt3xq+//ooWLVrg8uXLeP36NY4dO4ZGjRrp7DMRZYYxT/qGMU/6jPFP+oYxT/omtzH/ceXVxo0b0bJlSzRp0gQ3b97EihUroFQqdfKZiADGdk4Y6noBxcnZs2cxa9YsjB49Gg4ODjh79iy+/fZbqNVq9OzZE8bGxpDJZBAEAQkJCbh//z5Gjx4NABqBVbFiRaxYsQLx8fEwNjbW1cchyhJjnvQNY570GeOf9A1jnvRNXmLe0FAztVC/fn389ttv6Nq1qy4+CpEGxnbOMFGoBYIgQCaT4fr167CwsMCAAQOgUCjQsmVLxMfHY8uWLShbtiw6dOgAmUwGAHjz5g1iYmJQt25dACnlrxs3bsT8+fOl1+WJBBVWjHnSN4x50meMf9I3jHnSN/kR825ubnBzc9PZZyICGNu5xa3HWiAG1IMHD+Dg4ACFQoGkpCQAwPfffw8jIyP4+PggIiJCes758+dhY2MDKysrTJ48GQ0bNkRYWBiSkpKK5XhtKl4Y86RvGPOkzxj/pG8Y86RvGPNUXDG2c4cVhblw9uxZ/Pnnn6hcuTLq168PDw8PACkNLadPn47k5GQpAMuUKYNevXphzZo1CAwMhJWVFQRBwF9//YX79++jdu3aKF++PE6cOAF3d3cdfzKi9DHmSd8w5kmfMf5J3zDmSd8w5qm4YmxrBysKcyA8PBy9evXCsGHD8ObNG2zfvh3dunXDjRs3AACenp4wNTXFwoULAfw3EWfAgAGIiYnB3bt3AQBxcXGIi4tDyZIlsXjxYly+fFnvAo+KBsY86RvGPOkzxj/pG8Y86RvGPBVXjG0tEyhb3r9/LwwfPlwYNGiQ8OTJE+nrLVu2FEaMGCEIgiBER0cLixcvFipUqCCEhYUJgiAIarVaEARBaN++vTBmzBjpebdu3Sq4xRPlAmOe9A1jnvQZ45/0DWOe9A1jnoorxrb2saIwm0qWLAmlUonevXvD3t5eGpHdunVrPHr0CIIgwNTUFD169ECtWrUwePBghIaGQiaTISwsDK9evUK7du2k16tTp46OPglR9jDmSd8w5kmfMf5J3zDmSd8w5qm4Ymxrn0wQ9KQboxYkJSVBoVAAANRqNeRyOYYOHYpSpUphxYoV0uOeP3+Ojh07QqVSwd3dHdeuXUPVqlWxYcMGlC9fXkerJ8o5xjzpG8Y86TPGP+kbxjzpG8Y8FVeMbe1iojCP2rRpgwEDBsDb2xtqtRoAIJfLERISgtu3b+PGjRtwc3ODt7e3jldKpB2MedI3jHnSZ4x/0jeMedI3jHkqrhjbucdEYR48efIEn332GXbv3i2VpyYmJkKpVOp2YUT5hDFP+oYxT/qM8U/6hjFP+oYxT8UVYztv2KMwF8Tc6pUrV1CqVCkp8BYuXIjJkyfj5cuXOlwdkfYx5knfMOZJnzH+Sd8w5knfMOapuGJsawcThbkgk8kAADdu3EDHjh1x9uxZ1K5dG7/99hs6dOiAcuXK6XiFRNrFmCd9w5gnfcb4J33DmCd9w5in4oqxrR3cepxL8fHx8PT0xOPHj6FUKjF58mR88803ul4WUb5hzJO+YcyTPmP8k75hzJO+YcxTccXYzjtDXS+gqDI2NoadnR2aNWuG+fPnw9jYWNdLIspXjHnSN4x50meMf9I3jHnSN4x5Kq4Y23nHisI8SE5OhoGBga6XQVRgGPOkbxjzpM8Y/6RvGPOkbxjzVFwxtvOGiUIiIiIiIiIiIiLiMBMiIiIiIiIiIiJiopCIiIiIiIiIiIjARCERERERERERERGBiUIiIiIiIiIiIiICE4VEREREREREREQEJgqJiIiIiIiIiIgITBQSERERERERERERmCgkIiIiokx06NABU6ZM0fUyiIiIiKgAMFFIRERERFrh6+sLc3NzvHv3TtdLISIiIqJcYKKQiIiIiIiIiIiImCgkIiIiohTv37/H119/jUqVKsHFxQVr1qzR+P6uXbvQvHlz2NrawtnZGUOGDMHLly8BAKGhoejYsSMAoHLlyjA3N8eIESMAAGq1GsuWLUPt2rVRoUIFeHl54fDhwwX74YiIiIgoS0wUEhEREREAYMaMGbh06RJ27NiB/fv3w9fXF3fu3JG+r1KpMHXqVFy8eBHbt29HaGiolAy0sbHB1q1bAQDXr1/HgwcP8OOPPwIAli1bht27d2PZsmW4fPkyRowYgWHDhuHSpUsF/yGJiIiIKEMyQRAEXS+CiIiIiHQrNjYWTk5OWL9+Pbp06QIAePPmDVxdXTFgwAAp6ZfarVu30KJFC4SFhcHExAS+vr7o2LEjnjx5gtKlSwMAEhIS4OjoiIMHD6J+/frSc8eMGYMPHz7g119/LZDPR0RERERZM9T1AoiIiIhI9x4/fozExER4eHhIXzM3N0eVKlWkP9++fRsLFiyAv78/3r17B7VaDQB49uwZXFxc0n3dkJAQfPjwAd26ddP4emJiImrVqpUPn4SIiIiIcouJQiIiIiLK0vv37/H555+jRYsW+OWXX2BpaYlnz57h888/R1JSUqbPA4Ddu3ejQoUKGt9TKpX5umYiIiIiyhkmComIiIgIDg4OUCgUuHHjBmxtbQEAb9++RXBwMDw9PREYGIjXr19j5syZqFSpEoCUrcepKRQKAEBycrL0NWdnZxgZGSEsLAyenp4F9GmIiIiIKDeYKCQiIiIimJiYoG/fvpgxYwYsLCxgaWmJefPmQS5PmX1XqVIlKJVK/PLLLxg8eDACAgKwZMkSjdewtbWFTCbDX3/9hdatW8PY2BimpqYYNWoUpk2bBkEQ0LBhQ0RHR+Pq1aswNTWFt7e3Lj4uEREREaWDU4+JiIiICAAwZ84cNGrUCN7e3ujatSsaNmyI2rVrAwAsLS3x008/4fDhw2jYsCFWrFiBOXPmaDy/YsWKmDJlCmbPno1q1aph4sSJAIBp06ZhwoQJWL58ORo0aIDu3bvjxIkTsLOzK/DPSEREREQZ49RjIiIiIiIiIiIiYkUhERERERERERERMVFIREREREREREREYKKQiIiIiIiIiIiIwEQhERERERERERERgYlCIiIiIiIiIiIiAhOFREREREREREREBCYKiYiIiIiIiIiICEwUEhEREREREREREZgoJCIiIiIiIiIiIjBRSERERERERERERGCikIiIiIiIiIiIiAD8HyXXFJSBYvGJAAAAAElFTkSuQmCC\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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\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: 0.2.42b0 [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 0x15d67daf0>" ] }, "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: 0.2.42b0 [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 0x15d60d310>" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Chart(df, style=\"yahoo\", title=ticker, verbose=False,\n", " last=recent_bars(df), rpad=10, clr=True, squeeze=True, lazybear=True,\n", " show_nontrading=False, # Intraday use if needed\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Archer Moving Averages Trends\n", "Archer Moving Average Trends (__amat__) returns the long and short run trends of fast and slow moving averages.\n", "* The _pink_ background, on the Price chart, is when Archer MAs are bearish. Conversely, a _white_ background is bullish" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "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: 0.2.42b0 [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 0x15de411c0>" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Chart(df, style=\"yahoo\", title=ticker, verbose=False,\n", " last=recent_bars(df), rpad=10,\n", " volume=True, midpoint=False, ohlc4=False,\n", " rsi=False, clr=True, macd=False, zscore=False, squeeze=False, lazybear=False,\n", " archermas=True, archerobv=False,\n", " show_nontrading=False, # Intraday use if needed\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Archer On Balance Volume\n", "Archer On Balance Volume (__aobv__) returns a DataFrame of OBV, OBV min and max, fast and slow MAs of OBV, and the long and short run trends of the two OBV MAs.\n", "* On the chart below, only **OBV**, **OBV min**, _fast_ and _slow_ **OBV MAs**.\n", "* Not on the chart are: **OBV LR** and **OBV SR** trends." ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "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: 0.2.42b0 [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 0x15d1316a0>" ] }, "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 }