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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Technical Analysis with Pandas ([pandas_ta](https://github.com/twopirllc/pandas-ta))\n",
"* Below contains examples of simple charts that can be made from pandas_ta indicators\n",
"* Examples below are for **educational purposes only**\n",
"* **NOTE:** The **watchlist** module is independent of Pandas TA. To easily use it, copy it from your local pandas_ta installation directory into your project directory."
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Pandas TA v0.2.74b0\n",
"To install the Latest Version:\n",
"$ pip install -U git+https://github.com/twopirllc/pandas-ta\n",
"\n",
"Populating the interactive namespace from numpy and matplotlib\n"
]
}
],
"source": [
"%matplotlib inline\n",
"import datetime as dt\n",
"import random as rnd\n",
"\n",
"from tqdm import tqdm\n",
"import numpy as np\n",
"import pandas as pd\n",
"import matplotlib.ticker as ticker\n",
"import mplfinance as mpf\n",
"\n",
"from alphaVantageAPI.alphavantage import AlphaVantage\n",
"import pandas_ta as ta\n",
"\n",
"from watchlist import colors # Is this failing? If so, copy it locally. See above.\n",
"\n",
"print(f\"\\nPandas TA v{ta.version}\\nTo install the Latest Version:\\n$ pip install -U git+https://github.com/twopirllc/pandas-ta\\n\")\n",
"\n",
"%pylab inline"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### List of Indicators (post an [issue](https://github.com/twopirllc/pandas-ta/issues) if the indicator doc needs updating)"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Pandas TA - Technical Analysis Indicators - v0.2.74b0\n",
"Total Indicators & Utilities: 200\n",
"Abbreviations:\n",
" aberration, above, above_value, accbands, ad, adosc, adx, alma, amat, ao, aobv, apo, aroon, atr, bbands, below, below_value, bias, bop, brar, cci, cdl_pattern, cdl_z, cfo, cg, chop, cksp, cmf, cmo, coppock, cross, cross_value, cti, decay, decreasing, dema, donchian, dpo, ebsw, efi, ema, entropy, eom, er, eri, fisher, fwma, ha, hilo, hl2, hlc3, hma, hwc, hwma, ichimoku, increasing, inertia, kama, kc, kdj, kst, kurtosis, kvo, linreg, log_return, long_run, macd, mad, massi, mcgd, median, mfi, midpoint, midprice, mom, natr, nvi, obv, ohlc4, pdist, percent_return, pgo, ppo, psar, psl, pvi, pvo, pvol, pvr, pvt, pwma, qqe, qstick, quantile, rma, roc, rsi, rsx, rvgi, rvi, short_run, sinwma, skew, slope, sma, smi, squeeze, ssf, stc, stdev, stoch, stochrsi, supertrend, swma, t3, td_seq, tema, thermo, trima, trix, true_range, tsi, tsignals, ttm_trend, ui, uo, variance, vhf, vidya, vortex, vp, vwap, vwma, wcp, willr, wma, zlma, zscore\n",
"\n",
"Candle Patterns:\n",
" 2crows, 3blackcrows, 3inside, 3linestrike, 3outside, 3starsinsouth, 3whitesoldiers, abandonedbaby, advanceblock, belthold, breakaway, closingmarubozu, concealbabyswall, counterattack, darkcloudcover, doji, dojistar, dragonflydoji, engulfing, eveningdojistar, eveningstar, gapsidesidewhite, gravestonedoji, hammer, hangingman, harami, haramicross, highwave, hikkake, hikkakemod, homingpigeon, identical3crows, inneck, inside, invertedhammer, kicking, kickingbylength, ladderbottom, longleggeddoji, longline, marubozu, matchinglow, mathold, morningdojistar, morningstar, onneck, piercing, rickshawman, risefall3methods, separatinglines, shootingstar, shortline, spinningtop, stalledpattern, sticksandwich, takuri, tasukigap, thrusting, tristar, unique3river, upsidegap2crows, xsidegap3methods\n"
]
}
],
"source": [
"e = pd.DataFrame()\n",
"e.ta.indicators()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Individual Indicator help"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Help on function ema in module pandas_ta.overlap.ema:\n",
"\n",
"ema(close, length=None, offset=None, **kwargs)\n",
" Exponential Moving Average (EMA)\n",
" \n",
" The Exponential Moving Average is more responsive moving average compared to the\n",
" Simple Moving Average (SMA). The weights are determined by alpha which is\n",
" proportional to it's length. There are several different methods of calculating\n",
" EMA. One method uses just the standard definition of EMA and another uses the\n",
" SMA to generate the initial value for the rest of the calculation.\n",
" \n",
" Sources:\n",
" https://stockcharts.com/school/doku.php?id=chart_school:technical_indicators:moving_averages\n",
" https://www.investopedia.com/ask/answers/122314/what-exponential-moving-average-ema-formula-and-how-ema-calculated.asp\n",
" \n",
" Calculation:\n",
" Default Inputs:\n",
" length=10, adjust=False, sma=True\n",
" if sma:\n",
" sma_nth = close[0:length].sum() / length\n",
" close[:length - 1] = np.NaN\n",
" close.iloc[length - 1] = sma_nth\n",
" EMA = close.ewm(span=length, adjust=adjust).mean()\n",
" \n",
" Args:\n",
" close (pd.Series): Series of 'close's\n",
" length (int): It's period. Default: 10\n",
" offset (int): How many periods to offset the result. Default: 0\n",
" \n",
" Kwargs:\n",
" adjust (bool, optional): Default: False\n",
" sma (bool, optional): If True, uses SMA for initial value. Default: True\n",
" fillna (value, optional): pd.DataFrame.fillna(value)\n",
" fill_method (value, optional): Type of fill method\n",
" \n",
" Returns:\n",
" pd.Series: New feature generated.\n",
"\n"
]
}
],
"source": [
"help(ta.ema)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"# Function to format Millions\n",
"def format_millions(x, pos):\n",
" \"The two args are the value and tick position\"\n",
" return \"%1.1fM\" % (x * 1e-6)"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"def ctitle(indicator_name, ticker=\"SPY\", length=100):\n",
" return f\"{ticker}: {indicator_name} from {recent_startdate} to {recent_enddate} ({length})\"\n",
"\n",
"# # All Data: 0, Last Four Years: 0.25, Last Two Years: 0.5, This Year: 1, Last Half Year: 2, Last Quarter: 3\n",
"# yearly_divisor = 1\n",
"# recent = int(ta.RATE[\"TRADING_DAYS_PER_YEAR\"] / yearly_divisor) if yearly_divisor > 0 else df.shape[0]\n",
"# print(recent)\n",
"def recent_bars(df, tf: str = \"1y\"):\n",
" # All Data: 0, Last Four Years: 0.25, Last Two Years: 0.5, This Year: 1, Last Half Year: 2, Last Quarter: 4\n",
" yearly_divisor = {\"all\": 0, \"10y\": 0.1, \"5y\": 0.2, \"4y\": 0.25, \"3y\": 1./3, \"2y\": 0.5, \"1y\": 1, \"6mo\": 2, \"3mo\": 4}\n",
" yd = yearly_divisor[tf] if tf in yearly_divisor.keys() else 0\n",
" return int(ta.RATE[\"TRADING_DAYS_PER_YEAR\"] / yd) if yd > 0 else df.shape[0]\n",
"\n",
"def ta_ylim(series: pd.Series, percent: float = 0.1):\n",
" smin, smax = series.min(), series.max()\n",
" if isinstance(percent, float) and 0 <= float(percent) <= 1:\n",
" y_min = (1 + percent) * smin if smin < 0 else (1 - percent) * smin\n",
" y_max = (1 - percent) * smax if smax < 0 else (1 + percent) * smax\n",
" return (y_min, y_max)\n",
" return (smin, smax)\n",
"\n",
"price_size = (16, 8)\n",
"ind_size = (16, 3.25)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Load Daily Ticker Data using yfinance and clean it"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"# help(e.ta.ticker)"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"==== Company Information =====================================================\n",
"SPDR S&P 500 ETF Trust(SPDR S&P 500) [SPY]\n",
"\n",
"==== Market Information =====================================================\n",
"Market | Exchange | Symbol | Category US | PCX | SPY | Large Blend\n",
"\n",
"NAV | Yield 415.49 | 1.3300%\n",
"\n",
"\n",
"\n",
"==== Price Information =====================================================\n",
"Open High Low | Close 406.9200 406.9200 405.3300 | 410.3900\n",
"HL2 | HLC3 | OHLC4 | C - OHLC4 407.8750, 408.7133, 408.2650, 2.1250\n",
"Change (%) -1.5500 (-0.3763%)\n",
"Bid | Ask | Spread 408.17 x 1100 | 408.28 x 800 | 0.1100\n",
"Volume | Market | Avg Vol (10Day) \n",
" 67,823,972 | 67,823,972 | 88,574,750 (92,351,957)\n",
"\n",
"52Wk Range (% from 52Wk Low) 293.22 - 422.82 : 129.6000 (39.9598%)\n",
"SMA 50 | SMA 200 412.7091 | 385.1603\n",
"Avg. Return 3Yr | 5Yr 17.2700% | 17.3700%\n",
"\n",
"==== Dividends / Splits =====================================================\n",
"\n",
"Stock Splits (Last 5 of 114):\n",
"Date 2021-03-19 2020-12-18 2020-09-18 2020-06-19 2020-03-20\n",
"Ratio 1.278 1.58 1.339 1.366 1.406\n",
"SPY(252, 7) from 2020-05-20 00:00:00 to 2021-05-19 00:00:00\n"
]
},
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>open</th>\n",
" <th>high</th>\n",
" <th>low</th>\n",
" <th>close</th>\n",
" <th>volume</th>\n",
" <th>dividends</th>\n",
" <th>stock splits</th>\n",
" </tr>\n",
" <tr>\n",
" <th>date</th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>2020-05-20</th>\n",
" <td>291.150942</td>\n",
" <td>293.168574</td>\n",
" <td>290.904888</td>\n",
" <td>292.243408</td>\n",
" <td>85861700</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2020-05-21</th>\n",
" <td>292.105626</td>\n",
" <td>292.971742</td>\n",
" <td>289.054549</td>\n",
" <td>290.225769</td>\n",
" <td>78293900</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2020-05-22</th>\n",
" <td>289.920683</td>\n",
" <td>290.963951</td>\n",
" <td>288.591985</td>\n",
" <td>290.776947</td>\n",
" <td>63958200</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2020-05-26</th>\n",
" <td>297.164459</td>\n",
" <td>297.420365</td>\n",
" <td>290.796577</td>\n",
" <td>294.359436</td>\n",
" <td>88951400</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2020-05-27</th>\n",
" <td>297.351478</td>\n",
" <td>298.778604</td>\n",
" <td>292.184342</td>\n",
" <td>298.739227</td>\n",
" <td>104817400</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" open high low close volume \\\n",
"date \n",
"2020-05-20 291.150942 293.168574 290.904888 292.243408 85861700 \n",
"2020-05-21 292.105626 292.971742 289.054549 290.225769 78293900 \n",
"2020-05-22 289.920683 290.963951 288.591985 290.776947 63958200 \n",
"2020-05-26 297.164459 297.420365 290.796577 294.359436 88951400 \n",
"2020-05-27 297.351478 298.778604 292.184342 298.739227 104817400 \n",
"\n",
" dividends stock splits \n",
"date \n",
"2020-05-20 0.0 0 \n",
"2020-05-21 0.0 0 \n",
"2020-05-22 0.0 0 \n",
"2020-05-26 0.0 0 \n",
"2020-05-27 0.0 0 "
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Recent Data\n",
"ticker = \"BTC-USD\"\n",
"ticker = \"SPY\"\n",
"df = e.ta.ticker(ticker, kind=\"info\", lc_cols=True)\n",
"recent_startdate = df.tail(recent_bars(df)).index[0]\n",
"recent_enddate = df.tail(recent_bars(df)).index[-1]\n",
"print(f\"{df.name}{df.tail(recent_bars(df)).shape} from {recent_startdate} to {recent_enddate}\")\n",
"df.tail(recent_bars(df)).head()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Aliases"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"opendf = df[\"open\"]\n",
"highdf = df[\"high\"]\n",
"lowdf = df[\"low\"]\n",
"closedf = df[\"close\"]\n",
"volumedf = df[\"volume\"]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## DataFrame **constants**: When you need some simple lines for charting"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Columns: open, high, low, close, volume, dividends, stock splits, -5, -4, -3, -2, -1, 0, 1, 2, 3, 4, 5, -100, -90, -80, -70, -50, -30, -20, -10, 10, 20, 30, 50, 70, 80, 90, 100\n"
]
}
],
"source": [
"# help(df.ta.constants) # for more info\n",
"chart_lines = np.append(np.arange(-5, 6, 1), np.arange(-100, 110, 10))\n",
"df.ta.constants(True, chart_lines) # Adding the constants for the charts\n",
"df.ta.constants(False, np.array([-60, -40, 40, 60])) # Removing some constants from the DataFrame\n",
"print(f\"Columns: {', '.join(list(df.columns))}\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Example Charting Class utilizing **mplfinance** panels"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [],
"source": [
"class Chart(object):\n",
" def __init__(self, df: pd.DataFrame = None, strategy: ta.Strategy = ta.CommonStrategy, *args, **kwargs):\n",
" self.verbose = kwargs.pop(\"verbose\", False)\n",
"\n",
" if isinstance(df, pd.DataFrame) and df.ta.datetime_ordered:\n",
" self.df = df\n",
" if self.df.name is not None and self.df.name != \"\":\n",
" df_name = str(self.df.name)\n",
" else:\n",
" df_name = \"DataFrame\"\n",
" if self.verbose: print(f\"[i] Loaded {df_name}{self.df.shape}\")\n",
" else:\n",
" print(f\"[X] Oops! Missing 'ohlcv' data or index is not datetime ordered.\\n\")\n",
" return None\n",
"\n",
" self._validate_mpf_kwargs(**kwargs)\n",
" self._validate_chart_kwargs(**kwargs)\n",
" self._validate_ta_strategy(strategy)\n",
"\n",
" # Build TA and Plot\n",
" self.df.ta.strategy(self.strategy, verbose=self.verbose)\n",
" self._plot(**kwargs)\n",
"\n",
" def _validate_ta_strategy(self, strategy):\n",
" if strategy is not None or isinstance(strategy, ta.Strategy):\n",
" self.strategy = strategy\n",
" elif len(self.strategy_ta) > 0:\n",
" print(f\"[+] Strategy: {self.strategy_name}\")\n",
" else:\n",
" self.strategy = ta.CommonStrategy \n",
"\n",
" def _validate_chart_kwargs(self, **kwargs):\n",
" \"\"\"Chart Settings\"\"\"\n",
" self.config = {}\n",
" self.config[\"last\"] = kwargs.pop(\"last\", recent_bars(self.df))\n",
" self.config[\"rpad\"] = kwargs.pop(\"rpad\", 10)\n",
" self.config[\"title\"] = kwargs.pop(\"title\", \"Asset\")\n",
" self.config[\"volume\"] = kwargs.pop(\"volume\", True)\n",
"\n",
" def _validate_mpf_kwargs(self, **kwargs):\n",
" # mpf global chart settings\n",
" default_chart = mpf.available_styles()[-1]\n",
" default_mpf_width = {\n",
" 'candle_linewidth': 0.6,\n",
" 'candle_width': 0.525,\n",
" 'volume_width': 0.525\n",
" }\n",
" mpfchart = {}\n",
"\n",
" mpf_style = kwargs.pop(\"style\", \"\")\n",
" if mpf_style == \"\" or mpf_style.lower() == \"random\":\n",
" mpf_styles = mpf.available_styles()\n",
" mpfchart[\"style\"] = mpf_styles[rnd.randrange(len(mpf_styles))]\n",
" elif mpf_style.lower() in mpf.available_styles():\n",
" mpfchart[\"style\"] = mpf_style\n",
"\n",
" mpfchart[\"figsize\"] = kwargs.pop(\"figsize\", (12, 10))\n",
" mpfchart[\"non_trading\"] = kwargs.pop(\"nontrading\", False)\n",
" mpfchart[\"rc\"] = kwargs.pop(\"rc\", {'figure.facecolor': '#EDEDED'})\n",
" mpfchart[\"plot_ratios\"] = kwargs.pop(\"plot_ratios\", (12, 1.7))\n",
" mpfchart[\"scale_padding\"] = kwargs.pop(\"scale_padding\", {'left': 1, 'top': 4, 'right': 1, 'bottom': 1})\n",
" mpfchart[\"tight_layout\"] = kwargs.pop(\"tight_layout\", True)\n",
" mpfchart[\"type\"] = kwargs.pop(\"type\", \"candle\")\n",
" mpfchart[\"width_config\"] = kwargs.pop(\"width_config\", default_mpf_width)\n",
" mpfchart[\"xrotation\"] = kwargs.pop(\"xrotation\", 15)\n",
" \n",
" self.mpfchart = mpfchart\n",
"\n",
" def _attribution(self):\n",
" print(f\"\\nPandas v: {pd.__version__} [pip install pandas] https://github.com/pandas-dev/pandas\")\n",
" print(f\"Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\")\n",
" print(f\"Technical Analysis with Pandas TA v: {ta.version} [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\")\n",
" print(f\"Charts by Matplotlib Finance v: {mpf.__version__} [pip install mplfinance] https://github.com/matplotlib/mplfinance\\n\")\n",
"\n",
" def _right_pad_df(self, rpad: int, delta_unit: str = \"D\", range_freq: str = \"B\"):\n",
" if rpad > 0:\n",
" dfpad = self.df[-rpad:].copy()\n",
" dfpad.iloc[:,:] = np.NaN\n",
"\n",
" df_frequency = self.df.index.value_counts().mode()[0] # Most common frequency\n",
" freq_delta = pd.Timedelta(df_frequency, unit=delta_unit)\n",
" new_dr = pd.date_range(start=self.df.index[-1] + freq_delta, periods=rpad, freq=range_freq)\n",
" dfpad.index = new_dr # Update the padded index with new dates\n",
" self.df = self.df.append(dfpad)\n",
" \n",
" \n",
" def _plot(self, **kwargs):\n",
" if not isinstance(self.mpfchart[\"plot_ratios\"], tuple):\n",
" print(f\"[X] plot_ratios must be a tuple\")\n",
" return\n",
"\n",
" # Override Chart Title Option\n",
" chart_title = self.config[\"title\"]\n",
" if \"title\" in kwargs and isinstance(kwargs[\"title\"], str):\n",
" chart_title = kwargs.pop(\"title\")\n",
"\n",
" # Override Right Bar Padding Option\n",
" rpad = self.config[\"rpad\"]\n",
" if \"rpad\" in kwargs and kwargs[\"rpad\"] > 0:\n",
" rpad = int(kwargs[\"rpad\"])\n",
"\n",
" def cpanel():\n",
" return len(self.mpfchart[\"plot_ratios\"])\n",
"\n",
" # Last Second Default TA Indicators\n",
" linreg = kwargs.pop(\"linreg\", False)\n",
" linreg_name = self.df.ta.linreg(append=True).name if linreg else \"\"\n",
"\n",
" midpoint = kwargs.pop(\"midpoint\", False)\n",
" midpoint_name = self.df.ta.midpoint(append=True).name if midpoint else \"\"\n",
"\n",
" ohlc4 = kwargs.pop(\"ohlc4\", False)\n",
" ohlc4_name = self.df.ta.ohlc4(append=True).name if ohlc4 else \"\"\n",
"\n",
" clr = kwargs.pop(\"clr\", False)\n",
" clr_name = self.df.ta.log_return(cumulative=True, append=True).name if clr else \"\"\n",
"\n",
" rsi = kwargs.pop(\"rsi\", False)\n",
" rsi_length = kwargs.pop(\"rsi_length\", None)\n",
" if isinstance(rsi_length, int) and rsi_length > 1:\n",
" rsi_name = self.df.ta.rsi(length=rsi_length, append=True).name\n",
" elif rsi:\n",
" rsi_name = self.df.ta.rsi(append=True).name\n",
" else: rsi_name = \"\"\n",
" \n",
" zscore = kwargs.pop(\"zscore\", False)\n",
" zscore_length = kwargs.pop(\"zscore_length\", None)\n",
" if isinstance(zscore_length, int) and zscore_length > 1:\n",
" zs_name = self.df.ta.zscore(length=zscore_length, append=True).name\n",
" elif zscore:\n",
" zs_name = self.df.ta.zscore(append=True).name\n",
" else: zs_name = \"\"\n",
"\n",
" macd = kwargs.pop(\"macd\", False)\n",
" macd_name = \"\"\n",
" if macd:\n",
" macds = self.df.ta.macd(append=True)\n",
" macd_name = macds.name\n",
"\n",
" squeeze = kwargs.pop(\"squeeze\", False)\n",
" lazybear = kwargs.pop(\"lazybear\", False)\n",
" squeeze_name = \"\"\n",
" if squeeze:\n",
" squeezes = self.df.ta.squeeze(lazybear=lazybear, detailed=True, append=True)\n",
" squeeze_name = squeezes.name\n",
"\n",
" ama = kwargs.pop(\"archermas\", False)\n",
" ama_name = \"\"\n",
" if ama:\n",
" amas = self.df.ta.amat(append=True)\n",
" ama_name = amas.name\n",
"\n",
" aobv = kwargs.pop(\"archerobv\", False)\n",
" aobv_name = \"\"\n",
" if aobv:\n",
" aobvs = self.df.ta.aobv(append=True)\n",
" aobv_name = aobvs.name\n",
"\n",
" # Pad and trim Chart\n",
" self._right_pad_df(rpad)\n",
" mpfdf = self.df.tail(self.config[\"last\"]).copy()\n",
" mpfdf_columns = list(self.df.columns)\n",
" \n",
" tsig = kwargs.pop(\"tsignals\", False)\n",
" if tsig:\n",
" # Long Trend requires Series Comparison (<=. <, = >, >=)\n",
" # or Trade Logic that yields trends in binary.\n",
" default_long = mpfdf[\"SMA_10\"] > mpfdf[\"SMA_20\"]\n",
" long_trend = kwargs.pop(\"long_trend\", default_long)\n",
" if not isinstance(long_trend, pd.Series):\n",
" raise(f\"[X] Must be a Series that has boolean values or values of 0s and 1s\")\n",
" mpfdf.ta.percent_return(append=True)\n",
" mpfdf.ta.tsignals(long_trend, append=True)\n",
" buys = np.where(mpfdf.TS_Entries > 0, 1, np.nan)\n",
" sells = np.where(mpfdf.TS_Exits > 0, 1, np.nan)\n",
" mpfdf[\"ACTRET_1\"] = mpfdf.TS_Trends * mpfdf.PCTRET_1\n",
"\n",
" # BEGIN: Custom TA Plots and Panels\n",
" # Modify the area below \n",
" taplots = [] # Holds all the additional plots\n",
"\n",
" # Panel 0: Price Overlay\n",
" if linreg_name in mpfdf_columns:\n",
" taplots += [mpf.make_addplot(mpfdf[linreg_name], type=kwargs.pop(\"linreg_type\", \"line\"), color=kwargs.pop(\"linreg_color\", \"black\"), linestyle=\"-.\", width=1.2, panel=0)]\n",
"\n",
" if midpoint_name in mpfdf_columns:\n",
" taplots += [mpf.make_addplot(mpfdf[midpoint_name], type=kwargs.pop(\"midpoint_type\", \"scatter\"), color=kwargs.pop(\"midpoint_color\", \"fuchsia\"), width=0.4, panel=0)]\n",
"\n",
" if ohlc4_name in mpfdf_columns:\n",
" taplots += [mpf.make_addplot(mpfdf[ohlc4_name], ylabel=ohlc4_name, type=kwargs.pop(\"ohlc4_type\", \"scatter\"), color=kwargs.pop(\"ohlc4_color\", \"blue\"), alpha=0.85, width=0.4, panel=0)]\n",
" \n",
" if self.strategy.name == ta.CommonStrategy.name:\n",
" total_sma = 0 # Check if all the overlap indicators exists before adding plots\n",
" for c in [\"SMA_10\", \"SMA_20\", \"SMA_50\", \"SMA_200\"]:\n",
" if c in mpfdf_columns: total_sma += 1\n",
" else: print(f\"[X] Indicator: {c} missing!\")\n",
" if total_sma == 4:\n",
" ta_smas = [\n",
" mpf.make_addplot(mpfdf[\"SMA_10\"], color=\"green\", width=1.5, panel=0),\n",
" mpf.make_addplot(mpfdf[\"SMA_20\"], color=\"orange\", width=2, panel=0),\n",
" mpf.make_addplot(mpfdf[\"SMA_50\"], color=\"red\", width=2, panel=0),\n",
" mpf.make_addplot(mpfdf[\"SMA_200\"], color=\"maroon\", width=3, panel=0),\n",
" ]\n",
" taplots += ta_smas\n",
"\n",
" if tsig:\n",
" taplots += [\n",
" mpf.make_addplot(0.985 * mpfdf.close * buys, type=\"scatter\", marker=\"^\", markersize=26, color=\"blue\", panel=0),\n",
" mpf.make_addplot(1.015 * mpfdf.close * sells, type=\"scatter\", marker=\"v\", markersize=26, color=\"fuchsia\", panel=0),\n",
" ]\n",
" \n",
" if len(ama_name):\n",
" amat_sr_ = mpfdf[amas.columns[-1]][mpfdf[amas.columns[-1]] > 0]\n",
" amat_sr = amat_sr_.index.to_list()\n",
" else:\n",
" amat_sr = None\n",
"\n",
" # Panel 1: If volume=True, the add the VOL MA. Since we know there is only one, we immediately pop it.\n",
" if self.config[\"volume\"]:\n",
" volma = [x for x in list(self.df.columns) if x.startswith(\"VOL_\")].pop()\n",
" max_vol = mpfdf[\"volume\"].max()\n",
" # Volume axis\n",
" ta_volume = [mpf.make_addplot(mpfdf[volma], color=\"black\", width=1.2, panel=1, ylim=(-.2 * max_vol, 1.5 * max_vol))]\n",
" taplots += ta_volume\n",
"\n",
" # Panels 2 - 9\n",
" common_plot_ratio = (3,)\n",
"\n",
" if len(aobv_name):\n",
" _p = kwargs.pop(\"aobv_percenty\", 0.2)\n",
" aobv_ylim = ta_ylim(mpfdf[aobvs.columns[0]], _p)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[aobvs.columns[0]], ylabel=aobv_name, color=\"black\", width=1.5, panel=cpanel(), ylim=aobv_ylim),\n",
" mpf.make_addplot(mpfdf[aobvs.columns[2]], color=\"silver\", width=1, panel=cpanel(), ylim=aobv_ylim),\n",
" mpf.make_addplot(mpfdf[aobvs.columns[3]], color=\"green\", width=1, panel=cpanel(), ylim=aobv_ylim),\n",
" mpf.make_addplot(mpfdf[aobvs.columns[4]], color=\"red\", width=1.2, panel=cpanel(), ylim=aobv_ylim),\n",
" ]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
"\n",
" if clr_name in mpfdf_columns:\n",
" _p = kwargs.pop(\"clr_percenty\", 0.1)\n",
" clr_ylim = ta_ylim(mpfdf[clr_name], _p)\n",
"\n",
" taplots += [mpf.make_addplot(mpfdf[clr_name], ylabel=clr_name, color=\"black\", width=1.5, panel=cpanel(), ylim=clr_ylim)]\n",
" if (1 - _p) * mpfdf[clr_name].min() < 0 and (1 + _p) * mpfdf[clr_name].max() > 0:\n",
" taplots += [mpf.make_addplot(mpfdf[\"0\"], color=\"gray\", width=1.2, panel=cpanel(), ylim=clr_ylim)]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
"\n",
" if rsi_name in mpfdf_columns:\n",
" rsi_ylim = (0, 100)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[rsi_name], ylabel=rsi_name, color=kwargs.pop(\"rsi_color\", \"black\"), width=1.5, panel=cpanel(), ylim=rsi_ylim),\n",
" mpf.make_addplot(mpfdf[\"20\"], color=\"green\", width=1, panel=cpanel(), ylim=rsi_ylim),\n",
" mpf.make_addplot(mpfdf[\"50\"], color=\"gray\", width=0.8, panel=cpanel(), ylim=rsi_ylim),\n",
" mpf.make_addplot(mpfdf[\"80\"], color=\"red\", width=1, panel=cpanel(), ylim=rsi_ylim),\n",
" ]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
" \n",
" if macd_name in mpfdf_columns:\n",
" _p = kwargs.pop(\"macd_percenty\", 0.15)\n",
" macd_ylim = ta_ylim(mpfdf[macd_name], _p)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[macd_name], ylabel=macd_name, color=\"black\", width=1.5, panel=cpanel()),#, ylim=macd_ylim),\n",
" mpf.make_addplot(mpfdf[macds.columns[-1]], color=\"blue\", width=1.1, panel=cpanel()),#, ylim=macd_ylim),\n",
" mpf.make_addplot(mpfdf[macds.columns[1]], type=\"bar\", alpha=0.8, color=\"dimgray\", width=0.8, panel=cpanel()),#, ylim=macd_ylim),\n",
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1.2, panel=cpanel()),#, ylim=macd_ylim),\n",
" ]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel \n",
"\n",
" if zs_name in mpfdf_columns:\n",
" _p = kwargs.pop(\"zascore_percenty\", 0.2)\n",
" zs_ylim = ta_ylim(mpfdf[zs_name], _p)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[zs_name], ylabel=zs_name, color=\"black\", width=1.5, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"-3\"], color=\"red\", width=1.2, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"-2\"], color=\"orange\", width=1, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"-1\"], color=\"silver\", width=1, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1.2, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"1\"], color=\"silver\", width=1, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"2\"], color=\"orange\", width=1, panel=cpanel(), ylim=zs_ylim),\n",
" mpf.make_addplot(mpfdf[\"3\"], color=\"red\", width=1.2, panel=cpanel(), ylim=zs_ylim)\n",
" ]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
"\n",
" if squeeze_name in mpfdf_columns:\n",
" _p = kwargs.pop(\"squeeze_percenty\", 0.6)\n",
" sqz_ylim = ta_ylim(mpfdf[squeeze_name], _p)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[squeezes.columns[-4]], type=\"bar\", color=\"lime\", alpha=0.65, width=0.8, panel=cpanel(), ylim=sqz_ylim),\n",
" mpf.make_addplot(mpfdf[squeezes.columns[-3]], type=\"bar\", color=\"green\", alpha=0.65, width=0.8, panel=cpanel(), ylim=sqz_ylim),\n",
" mpf.make_addplot(mpfdf[squeezes.columns[-2]], type=\"bar\", color=\"maroon\", alpha=0.65, width=0.8, panel=cpanel(), ylim=sqz_ylim),\n",
" mpf.make_addplot(mpfdf[squeezes.columns[-1]], type=\"bar\", color=\"red\", alpha=0.65, width=0.8, panel=cpanel(), ylim=sqz_ylim),\n",
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1.2, panel=cpanel(), ylim=sqz_ylim),\n",
" mpf.make_addplot(mpfdf[squeezes.columns[4]], ylabel=squeeze_name, color=\"green\", width=2, panel=cpanel(), ylim=sqz_ylim),\n",
" mpf.make_addplot(mpfdf[squeezes.columns[5]], color=\"red\", width=1.8, panel=cpanel(), ylim=sqz_ylim),\n",
" ]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
"\n",
" if tsig:\n",
" _p = kwargs.pop(\"tsig_percenty\", 0.23)\n",
" treturn_ylim = ta_ylim(mpfdf[\"ACTRET_1\"], _p)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[\"ACTRET_1\"], ylabel=\"Active % Return\", type=\"bar\", color=\"green\", alpha=0.45, width=0.8, panel=cpanel(), ylim=treturn_ylim),\n",
" mpf.make_addplot(pd.Series(mpfdf[\"ACTRET_1\"].mean(), index=mpfdf[\"ACTRET_1\"].index), color=\"blue\", width=1, panel=cpanel(), ylim=treturn_ylim),\n",
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1, panel=cpanel(), ylim=treturn_ylim),\n",
" ]\n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
"\n",
" _p = kwargs.pop(\"cstreturn_percenty\", 0.58)\n",
" mpfdf[\"CUMACTRET_1\"] = mpfdf[\"ACTRET_1\"].cumsum()\n",
" cumactret_ylim = ta_ylim(mpfdf[\"CUMACTRET_1\"], _p)\n",
" taplots += [\n",
" mpf.make_addplot(mpfdf[\"CUMACTRET_1\"], ylabel=\"Cum Trend Return\", type=\"bar\", color=\"silver\", alpha=0.45, width=1, panel=cpanel(), ylim=cumactret_ylim),\n",
" mpf.make_addplot(0.9 * buys * mpfdf[\"CUMACTRET_1\"], type=\"scatter\", marker=\"^\", markersize=14, color=\"green\", panel=cpanel(), ylim=cumactret_ylim),\n",
" mpf.make_addplot(1.1 * sells * mpfdf[\"CUMACTRET_1\"], type=\"scatter\", marker=\"v\", markersize=14, color=\"red\", panel=cpanel(), ylim=cumactret_ylim),\n",
" mpf.make_addplot(mpfdf[\"0\"], color=\"black\", width=1, panel=cpanel(), ylim=cumactret_ylim),\n",
" ] \n",
" self.mpfchart[\"plot_ratios\"] += common_plot_ratio # Required to add a new Panel\n",
"\n",
" # END: Custom TA Plots and Panels\n",
" \n",
" if self.verbose:\n",
" additional_ta = []\n",
" chart_title = f\"{chart_title} [{self.strategy.name}] (last {self.config['last']} bars)\"\n",
" chart_title += f\"\\nSince {mpfdf.index[0]} till {mpfdf.index[-1]}\"\n",
" if len(linreg_name) > 0: additional_ta.append(linreg_name)\n",
" if len(midpoint_name) > 0: additional_ta.append(midpoint_name)\n",
" if len(ohlc4_name) > 0: additional_ta.append(ohlc4_name)\n",
" if len(additional_ta) > 0:\n",
" chart_title += f\"\\nIncluding: {', '.join(additional_ta)}\"\n",
"\n",
" if amat_sr:\n",
" vlines_ = dict(vlines=amat_sr, alpha=0.1, colors=\"red\")\n",
" else:\n",
" # Hidden because vlines needs valid arguments even if None \n",
" vlines_ = dict(vlines=mpfdf.index[0], alpha=0, colors=\"white\")\n",
"\n",
" # Create Final Plot\n",
" mpf.plot(mpfdf,\n",
" title=chart_title,\n",
" type=self.mpfchart[\"type\"],\n",
" style=self.mpfchart[\"style\"],\n",
" datetime_format=\"%-m/%-d/%Y\",\n",
" volume=self.config[\"volume\"],\n",
" figsize=self.mpfchart[\"figsize\"],\n",
" tight_layout=self.mpfchart[\"tight_layout\"],\n",
" scale_padding=self.mpfchart[\"scale_padding\"],\n",
" panel_ratios=self.mpfchart[\"plot_ratios\"], # This key needs to be update above if adding more panels\n",
" xrotation=self.mpfchart[\"xrotation\"],\n",
" update_width_config=self.mpfchart[\"width_config\"],\n",
" show_nontrading=self.mpfchart[\"non_trading\"],\n",
" vlines=vlines_,\n",
" addplot=taplots\n",
" )\n",
" \n",
" self._attribution()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Charting Example\n",
"#### Play with the parameters to see different charts and results\n",
"* This is an example chart so it's not perfect. Enough to get started with common and uncommon plots.\n",
"* There is a maximum of 10 Panels. In this example, panels 0 and 1 are reserved for Price and Volume respectively.\n",
" * "
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[i] Loaded SPY(7128, 34)\n",
"[+] Strategy: Common Price and Volume SMAs\n",
"[i] Indicator arguments: {'append': True}\n",
"[i] Multiprocessing 5 indicators with 7 chunks and 8/8 cpus.\n",
"[i] Total indicators: 5\n",
"[i] Columns added: 5\n",
"[i] Last Run: Wednesday May 19, 2021, NYSE: 7:23:40, Local: 11:23:40 PDT, Day 139/365 (38.00%)\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1200x1000 with 12 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Pandas v: 1.2.4 [pip install pandas] https://github.com/pandas-dev/pandas\n",
"Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\n",
"Technical Analysis with Pandas TA v: 0.2.74b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a12 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x12d2234c0>"
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Used for example Trend Return Long Trend Below\n",
"macd_ = ta.macd(closedf)\n",
"macdh = macd_[macd_.columns[1]]\n",
"\n",
"Chart(df,\n",
" # style: which mplfinance chart style to use. Added \"random\" as an option.\n",
" # rpad: how many bars to leave empty on the right of the chart\n",
" style=\"yahoo\", title=ticker, last=recent_bars(df), rpad=10,\n",
" \n",
" # Overlap Indicators\n",
" linreg=True, midpoint=False, ohlc4=False, archermas=True,\n",
" \n",
" # Example Indicators with default parameters\n",
" volume=True, rsi=True, clr=False, macd=True, zscore=False, squeeze=False, lazybear=False,\n",
"\n",
" # Archer OBV and OBV MAs (https://www.tradingview.com/script/Co1ksara-Trade-Archer-On-balance-Volume-Moving-Averages-v1/)\n",
" archerobv=False,\n",
"\n",
" # Create trends and see their returns\n",
" tsignals=True,\n",
" # Example Trends or create your own. Trend must yield Booleans\n",
" long_trend=ta.sma(closedf,10) > ta.sma(closedf,20), # trend: sma(close,10) > sma(close,20) [Default Example]\n",
"# long_trend=closedf > ta.ema(closedf,5), # trend: close > ema(close,5)\n",
"# long_trend=ta.sma(closedf,10) > ta.ema(closedf,50), # trend: sma(close,10) > ema(close,50)\n",
"# long_trend=ta.increasing(ta.ema(closedf), 10), # trend: increasing(ema, 10)\n",
"# long_trend=macdh > 0, # trend: macd hist > 0\n",
"# long_trend=macd_[macd_.columns[0]] > macd_[macd_.columns[-1]], # trend: macd > macd signal\n",
"# long_trend=ta.increasing(ta.sma(ta.rsi(closedf), 10), 5, asint=False), # trend: rising sma(rsi, 10) for the previous 5 periods\n",
"# long_trend=ta.squeeze(highdf, lowdf, closedf, lazybear=True, detailed=True).SQZ_PINC > 0,\n",
"# long_trend=ta.amat(closedf, 50, 200, mamode=\"sma\").iloc[:,0], # trend: amat(50, 200) long signal using sma\n",
" show_nontrading=False, # Intraday use if needed\n",
" verbose=True, # More detail\n",
")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Indicator Examples\n",
"* Examples of simple and complex indicators. Most indicators return a Series, while a few return DataFrames.\n",
"* All indicators can be called one of three ways. Either way, they return the result.\n",
"\n",
"### Three ways to use pandas_ta\n",
"1. Stand Alone like TA-Lib ta.**indicator**(*kwargs*).\n",
"2. As a DataFrame Extension like df.ta.**indicator**(*kwargs*). Where df is a DataFrame with columns named \"open\", \"high\", \"low\", \"close, \"volume\" for simplicity.\n",
"3. Similar to #2, but by calling: df.ta(kind=\"**indicator**\", *kwargs*)."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Cumulative Log Return"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<AxesSubplot:title={'center':'SPY: CUMLOGRET_1 from 2020-05-20 00:00:00 to 2021-05-19 00:00:00 (252)'}, xlabel='date'>"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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\n",
"text/plain": [
"<Figure size 1600x325 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"clr_ma_length = 8\n",
"clrdf = df.ta.log_return(cumulative=True, append=True)\n",
"clrmadf = ta.ema(clrdf, length=clr_ma_length)\n",
"clrxdf = pd.DataFrame({f\"{clrdf.name}\": clrdf, f\"{clrmadf.name}({clrdf.name})\": clrmadf})\n",
"clrxdf.tail(recent_bars(df)).plot(figsize=ind_size, color=colors(\"BkBl\"), linewidth=1, title=ctitle(clrdf.name, ticker=ticker, length=recent_bars(df)), grid=True)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### MACD"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.lines.Line2D at 0x12ee54070>"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1600x325 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"macddf = df.ta.macd(fast=8, slow=21, signal=9, min_periods=None, append=True)\n",
"macddf[[macddf.columns[0], macddf.columns[2]]].tail(recent_bars(df)).plot(figsize=(16, 2), color=colors(\"BkBl\"), linewidth=1.3)\n",
"macddf[macddf.columns[1]].tail(recent_bars(df)).plot.area(figsize=ind_size, stacked=False, color=[\"silver\"], linewidth=1, title=ctitle(macddf.name, ticker=ticker, length=recent_bars(df)), grid=True).axhline(y=0, color=\"black\", lw=1.1)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### ZScore"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.lines.Line2D at 0x12ea8c370>"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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"text/plain": [
"<Figure size 1600x325 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"zscoredf = df.ta.zscore(length=30, append=True)\n",
"zcolors = [\"darkgreen\", \"green\", \"silver\", \"silver\", \"red\", \"maroon\", \"black\"]\n",
"zcols = df[[\"-4\", \"-3\", \"-2\", \"2\", \"3\", \"4\", zscoredf.name]].tail(recent_bars(df))\n",
"zcols.plot(figsize=ind_size, color=zcolors, linewidth=1.2, title=ctitle(zscoredf.name, ticker=ticker, length=recent_bars(df)), grid=True).axhline(y=0, color=\"black\", lw=1.1)"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.lines.Line2D at 0x12f0ba0d0>"
]
},
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1600x325 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Now Volume Z Score\n",
"zvscoredf = df.ta.zscore(close=\"volume\", length=30, prefix=\"VOL\", append=True)\n",
"zcolors = [\"darkgreen\", \"green\", \"silver\", \"silver\", \"red\", \"maroon\", \"black\"]\n",
"zvcols = df[[\"-4\", \"-3\", \"-2\", \"2\", \"3\", \"4\", zvscoredf.name]].tail(recent_bars(df))\n",
"zvcols.plot(figsize=ind_size, color=zcolors, linewidth=1.2, title=ctitle(zvscoredf.name, ticker=ticker, length=recent_bars(df)), grid=True).axhline(y=0, color=\"black\", lw=1.1)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# New Features"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Squeeze Indicator (John Carter and Lazybear Versions)\n",
"Squeeze Indicator (__squeeze__)"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [],
"source": [
"# help(ta.squeeze)"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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Pkz70bdqXtLVp9OndBwAr/eu81/64Nsau2ZgbPsLY+R2Ga+d4mpG+k+bAuzX8d8rOr2tRqXY3PNU640a0x41oD+Gt6PTLqOPuW05+CohERERERETkpGMNHIRp21gfjMlzh7C8QqT4zBQSWwZjZ6bk+v5jZwzFp8bz4dIP+WDxB+xM2QkWrPx35ZETTMALdcLqcGGTC+nTtA8XNrmQ6iHV/adEfRTlD4hyU9c5gLnyecyN4zHStuZ4jmsGQkAEYGJk7D7ueB0zE/b87Pt1+D1GANOMysTXroQR72LF/AZA4v79VKlaBQ7vhBZYBbf6ubjVL8Ct2hnMgDzHK+WfAiIRERERERGpkPKcIXS4ILST84yaTrFRxGem0GhtJilWTKFnyhy+/pr4Nbyz8B0+W/6Zf3ZQ3bC63NzpZqqHVMfAVy8o0ArkrPpn0aFGhxxrCOW5E5rj5aLMDdyQuZKeWZuxkrJvW+8G18FpchNOo+shpCFYwUcOZiZgJK3ESFoBSStI2/cXbuJyws3sfRhuFm3ceHAONezdDkA1gL3HDHbHt77rWqG41c/BrdMfp8U9+fvCSbmjgEhEREREREQqnE6xUYStSsgW7pyoPtDR4jNTsAyTbUfNEDrRNvXHcl2X2C2xvPXXW3y39jt/+2m1TuP+s+7nmjbXEGgFFui+jgu2IiL4LTiZ85ptw/NdMz5N35l9DJi4dS7CaXIrbp2LIbfdyQKr4da4ALfGBQAEAesT1jF0Sl+qZGyjQyB0DIKOQQYtA1wC8lf/GgDDPoix+2ccIwAUEFVYCohERERERESkwslp+VeRt2U/wayjwzLtTKb+O5W3/3ybZbuXAb46Qv9p8R/uP/N+Lmh4Qb53GDtORATzbJteHgNj61dwVzLn7z60BCz9yGlupQY4TW7GaXIzhDQo1KWaVWvOF9ct4Ml5TzJj11Le2LuBTDsTC7IFRC5gugYdG57PyHMepve9b2BWzoJa8TDoNIy9CzDSd+DWOL9w9yzlggIiEREREREROfkcDlosy99UmKLVR0tIS2Dc0nGMXjSaHSk7AKjkqcRNHW/i7q530zKyZZGHbY97jsDPb8OovwHPHzOyHXMNC7fOf/jst2Cue/hTMKycOzlGXvddL7wen17+qe/ajs2W5C2cOfdR3PQkstL30z2sDqvjV7MxcSN/blnARVsW0PiMYG7eXY+bN9am7tmf++oSHdwIHu2IVpEpIBIREREREZGTzuEt5buPPFJb6OgdygrCm57IfT/dx6fLPyU1KxXwFZm+s8udDD1tKJEhkUUcbDrG9q8xN3yMuXc+3WoAGUcOu6FNcJrcitP4RqhUhzWzo/IdDkH+79syLZpUaUJQREOsKia26zDzwtcBGP7scILODmLiyolsIolnG61nZMP19J10KTd3uplLW15a8OV0Uq4oIBIRERERERE5huu6ZCZvJ213HBn71/P+ofaONTty/1n3M6DtgKIHImnbMVe/ibn5C4zMhOzXNwJw612O0/Q23Jo9wchrr/uSV9utzciLRvJK71eYcds5fFJ7JzFV9vPThp/4acNPVK9UnXf7v8tVra8q03FK4SkgEhERERERETlkV0AGn9XYxsdj2pOYsNbffnHzi7n/zPvp3qh74esLHeZ4Mde9h7lyJIY3JdshN6wFP6xtQJ/hn0NQjaJdpwRUCqjE9XvqcP2++qwLPMBH91/A58s/Z2fKThpHNC7r4UkRKCASERERERGRCqGoNYRy4zo2M9fM5NO2cXwfGY9tuJAAhhlApeqtCK7ViRmXflIs1zL2/Y615G6MpL+PXN8Mwq1/FU7TobjVz+eXP56lTzGFQ51iowirncBHPz9EZGCYf8e34tA8PYQXerzAs92eJXZzLJ1rdy62vqX0KSASERERERGRCuHoWjqRgWHEZ6YQGRiW6/lHb3uf0xb23rT9pO5dSdq+f7lm0Wio7jv3vKQIbhryKk/uWkyAJxjbdYo++Ix4rL//i7nxY3+Ti4HTdBhO+2chqHq+uzr6vk7k8G5v1qHPS4LH9NCrSa8S6VtKjwIiERERERERKZfymjGUn5kw2d571Bb2BzMPcmBTNGl7VvgP1wypyY2rg7llTwNaHwzGfuVmntr7dw69FpDrYGz6DGv5ExiZ8Ueaq5yGffq7uJFnFrjLkphFJVK2Va5EREREREREchETE1Psff4ZnkTXj7v6w6GgKk2IaHExG+/ZyCsbW9A6rRi3ak9aiRXdC8+i2/3hkOsJxz7tDby9fytUOFQaIgPDsF0n2+ysgsxakopJM4hERERERESk3DlcO2dGbBRx3UbmuESsILIMhxcbbmRUg43YCS5mYBhVmvYlKKIBtusQYAUc957IwDDCViaQ0q5aga9nxP+FFdsfw3vA3+Y0GIDd6VWoVKfA/RXW4XvY3CIwz+V4R8tpdpZmLZ38FBCJiIiIiIhIuXO4do59uG7OUUvECmpN/Bpu6bSYhZWTARjUbhA/B4UTEBCS5/viuo0k2o6mZ7eChSNGwiKs2Iv94ZAb1gL79P/DrdW7wGMvqrhuI4maG8XIEdlDn5Iq+C0Vl5aYiYiIiIiIyEnJdV3GLB5D14+6srByMlW8Hib8247PLv8M0xN8/BsiIpgXUgkiIvxNBQ5R9i85FA75wiinZk+8fRaWSTiUl2OX70VHR5fNQKTcUEAkIiIiIiIiJ51dKbu4fMrl3PPTPaR50+h9oAaj/+3FoMxWub7HnjyJee3aFmoJGwD7l+KZ3x8jKxEAp0Z37PO+Bk/eM5XKg5Ko9yQViwIiERERERERKReKaxbLjNUz6Dy2Mz+u/5EgK4jXL3yd717cyt8tzyh8+HMiiXF4YvtjZO0HwKl+Pvb5MypEOFRgERG+pX5HzbSSik81iERERERERKRUdYqNIv5QbaHIwDDiuo30FaVelUCKFUNct5HHF4iOiGCebdPLsnLtNzkjmYfmPMSnyz/1XadWJ8ZfNp52Ndodd25kYBjxmSk0WptZqCLU2SQuxzP/IozMBACcyHOxL5gJnsLtiFbedwwrsZBNypRmEImIiIiIiEipis9MwTJMLMP0B0XxmSlsaxnsfx3XbSQX7qrm31HrRMu//tz+J13GdeHT5Z9iYPDouY/y682/5hgOHe5/24Wv80Lrq7Lt2lXgcCZpxaFwyLeNvRN5NvYF34InfzuG5aQki0dbAwdhXdSfXiv/wRo4qMSuIxWPZhCJiIiIiIhImctpS/ljw5rcwpsdB3ZwyaRLSMpIonFEYz657BPOa3Bevq57bBhToHAm+R888/thZO4DwKl2JvYFsyAgPP99lLakJDAteqWmFWpHODl5aQaRiIiIiIiIlLljZwxB/sIb13W596d7ScpI4ow6Z7Bo6KJcw6FiXbqVvApPTD+MjL0AOFW7YHf7DgIqF981REqRZhCJiIiIiIhIhTV91XRmrpmJx/Qw5j9jqByUe0BTbEu3DqzGM78vRsZuAJyqp2N3+x4CTs2izYdrSh2uJyUVk2YQiYiIiIiISLlQ0Bk+CWkJ3D/7fgAeOecROtbsWPyDOtaBtXhi+mKk7wLArXKaLxwKrFLy1y6kE31dO8VG8XPtBDrFRhWq/8M1pQ7Xj5KKSTOIREREREREpFwo6Ayfx+Y+xu6Du2kV2Yonz3uyhEZ1lJR1vplD6TsBcCM64u32AwQWcRe0Enair2t8ZgqJLYOxFfCc0jSDSERERERERCqcuRvn+ncsG3PxGII8QSV7wZQNvplDadsBcCPa4+3+IwRFlux1RUqJAiIRERERERGpUFKzUrnrh7sAuOOMOzi3wbkle8GDm3wzh9K2AeBWboe3+08QVL1krytSihQQiYiIiIiISIUyMnYkGxI30KByA17o8ULJXuzgZjwxfTBStwDgVm5zKByqUbLXFSllCohERERERESkwli0YxFv//U2AO9e9C7hQeEld7HULb6ZQ6mbAXDDW+HtPhuCa5bcNUXKiIpUi4iIiIiISIk6dhv0yMAwwlYmsLlFIJGBYfnuJ8vOYvj3w3Fch0HtBtG/ef+SG3TqNl/NoYMbAXDDWhwKh2qV3DVFypACIhERERERESlRx26DHtdtJNF2dIF3LXvtj9f4e8/fRFaK5PULXy+JofqkbffNHDq4AQA3rDneHrOhUp2Su6ZIGdMSMxERERERESlRkYFh1F+Tnm22UEHDoVX7VjHql1EAvN7ndWqEllANoLSdvplDKesAcEOb+WYOVapXMtcTKScUEImIiIiIiEiJius2kgt3VSOu28hCvd9xHUZ8P4JMO5OLml3E4HaDi3mEh6TvwjO/D0bKWgDc0Ca+mUMh9UvmeieR5lsSMBy3rIchRaCASERERERERIosOjq6xPp+68+3+HXbr4QFhvHuRe9iGEbxXyR9t2/m0IE1ALghjX0zh0IaFP+1TiLGwoV8+twsYod/Tt+/Npb1cKQIFBCJiIiIiIhIgR0bCMXExOR5vEePHoW6zrLdy3g65mkAXu39Kg0jGhaqnzyl78Ezvx/GgVUAuCENfTOHQhsV/7XKocjAMGzXyX/BcNfFmD8fq39/POedx0V/+IKhh6csAVeziCoqFakWERERERGRAouJicmzjtCxxwtacwggLSuNG2fcSJaTxaUtL+XW024t1FjzlLEPT+xFGMn/AOBWauCbORTauPivVU7le+mf62L8+CPmyy9j/v57tkNJ4eG0G/YwjuOAZZXAKKWkaQaRiIiIiIiIFEin2Ch+rp1Ap9ioQh3PryfmPcGq+FXUDq3NmIvHFP/Ssox438yhpBUAuJXq+WYOhTUt3utUdLaN8dVXeM48E8/ll2cLh9ymTfG+/z6v3XEHzj33KByqwBQQiYiIiIiISIHEZ6awrWWwf9v6YwOhY48Xxo/rf2T04tEAjLt0HNVDqhd94EfLTPDNHEr6GwA3uK5v5lBYs+K9TgVnzJ+P5/TT8QwZghEX529327TBO3483hUrcG+7DdujBUoVnb6DIiIiIiIiUiTxmSkktgzGPhQIRQaGEbYygZR21QrV356Dexg2axgAd3e5m75N+xbbWAFfODS/P0aiL/Bwg2vj7fEThLco3utUZPv3Yz3+OOYnn2Rrds44A+fxx3EvvRRMzTk5mei7KSIiIiIiIkUSGRhG/TXp/iLHRdnW3nVdhn8/nN0Hd9O2eltG9RxVvIM9vKwscanvekG1fDOHwlsV73UqKtfFmDoVT8eO2cIh58wz8X73HfZvv+FefrnCoZOQZhCJiIiIiIhIkcR1G0m0HU3PbkcKURd217JxS8fx3drvCLQC+eyKz6gUUKmYRomvIPX8izCSlgOHwqEeP0Hl1sV3jfIuIgKSkpgXFkavY+sFbd2Kdc89mN9/729yw8NxRo3Cuf32PEOhwn6/pfxQ5CciIiIiIiJFduwuZYXZtWx1/Goe/vlhAF7o8QIda3YslrEBkLEXz/y+R8Kh4Dp4e8yBym2L7xoVgD15EvaPPzCvXVvsyZMONdqY772Hp1OnbOGQc+mleOPicO6444Qzhgrz/ZbyRTOIREREREREpMxl2pnc9M1NpHnT6N24N/eeeW/xdZ6+xxcOHd7KPriub7ey8JbFd42KyHUxoqMxo6Iw//zzSHPt2thvvYV75ZVQ3DvHSbmlgEhERERERETK3HMLnmPJriVUq1SNcZeOwzSKacFL+u5D4dC/wKGt7LvPPrULUqem0nXpUjydO2P880+2Q/bQoTgvvghVqpTN2KTMKCASERERERGRMrVgywJe/e1VAN676D3qhdcrno7TdvrCoQOrAXAr1ffNHAprXjz9VzSbN2O+/z7mJ59w5f792Q65LVtiv/8+7gUXlNHgpKwpIBIREREREZEyk5ieyC0zb8HF5caON3J1m6uLp+O0HYfCoTUAuCENfTOHwpoWT/8VhetiLFiA+e67GDNnYjhOtsPOuefi3HUX7hVXQEBA2YxRygUFRCIiIiIiIlJm7v3pXrYkb6Fplaa82efN4uk0Y98x4VAj38yh0CbF038FYfzxB+Zjj2H+/nu2djcwEHfgQOy77oLTTy+j0Ul5o4BIRERERERECiQyMIz4zBQiA8OK1M/ElROZtHISlmEx/rLxhAeFF31wdhrWr1cdFQ41PhQONS563xXF+vVYTz2FOW1atma3dm2c4cNxhg6FWrXKaHBSXikgEhERERERkQKJ6zayyH1sTtrMPT/eA8AT5z3B2fXPLnKfuDbWHzdgxv/hexlc59QKhxISMF96CXP0aIysLH+z27o19hNP4F59NQQGluEApTxTQCQiIiIiIiKlynZsbpl5C8kZyZxV7yyePP/JonfquphLH8TcMdP30hOG94JvTo1wKCPDV3z6xRcxEhP9zW7NmjhRUTi33AIe/fgvedPvEBERERERESlV7yx8h1+2/kJYYBjjLxuPxyz6j6bmmjew1r8PgGt4sM+ZDFVOK3K/5ZrrYkybhvXUUxgbNhxprlQJ5/77cR5+GMKLYdmenBIUEImIiIiIiEip2Z+2nxd/fRGA//X+H82qNityn8aWSVjLn/C/trt8gFu7T5H7Lc+M337zFaD+809/m2sYuNdfjz1yJNSvX4ajk4pIAZGIiIiIiIiUmlf/eJXE9ETa1WjHLZ1uKXJ/xp4YrL9u87+22z2L2/jGIvdbbq1di/Xf/2LOmJGt2enZE/vll6Fz57IZl1R4CohERERERESkVGw/sJ13F74LwPM9nscyraJ1mLQC67drMVxfQWanyW04bZ44wZsqqH37MF98EfODDzC8Xn+z26YN9ksv4fbvD4ZRhgOUik4BkYiIiIiIiJSKFxa8QLo3nXPrn8t/mv+naJ2lbcez4DKMrCQAnNr9sU9/5+QLSdLTMd99F/OVVzCSkvzNbq1a2M8+i3vTTSpALcXCLOsBiIiIiIiIyMlvdfxqxseNB+DFni9iFCXISd/tC4fStgHgVD0D+5wJUAzFrssNx8GYOBFP+/ZYTz7pD4fckBDs//4X77//4t52m8KhUvbmm29StWpVnnjiyEy19PR0Hn74YZo2bUr9+vW58cYb2bNnT7b3bd26lQEDBlC3bl1atGjB008/jfeomWDlgQIiERERERERKXHPxDyD7dr8p8V/OLfBuYXux4j/E8/PZ2Mk/Q2AG9oE+/wZ4AkrppGWPWP+fKxzz8Vz000YW7YAvgLUzi234P3nH5yoKAg7ee63oliyZAnjx4+nXbt22dqffPJJfvzxR8aPH8+sWbPYtWsXN9xwg/+4bdsMHDiQrKwsfvrpJ0aPHs3EiRN58cUXS/sW8qSASERERERERPLUKTaK+j8/RKfYqEK9f+GOhXy9+msMDJ7v/nzhBuG6mOvHYkX3wkjb7msKrov3gm8huFbh+ixv/v0X68or8fTpg7lkib/Z6dcP76JF2GPGQN26ZTjAU1dKSgq33347b7/9NlWqVPG3JyUl8cUXXzBq1Ci6devGaaedxrvvvstff/3FwoULAZg3bx6rV69mzJgxdOjQgT59+vDkk08ybtw4MjMzy+iOjnfSzEWzbTvbRxE5MT03IoWjZ0ekcPTsiBROeXh24jNTMA2T+MyUAo/DdmwemP0AANe1v442kW0Kfi92Op5l92Nt/tTf5ESeR+ZZX0Bwbajof67s2YNn1Cisjz7COOpenA4d8L74Is6FF/oaKvp9lqLcnhvXdQFITk7OtswxKCiIoKCgXPt75JFH6Nu3Lz169OC1117zt8fFxZGVlUWPHj38bS1btqR+/fosXLiQrl27snDhQtq2bUvNmjX95/Tu3ZuHHnqIVatW0bFjxyLda3E5aQKiDRs2ALBu3boyHolIxaPnRqRw9OyIFI6eHZHCKctnx+v1YhkmtuuwevXqAr334zUf89eOvwjzhHF93esL/P6AzB003vownvR//G17qw1hR60HYHMSkJT7m8s5My2N6l98Qc3x47EOHvS3Z9Wowc6772b/JZeAZUEBv2ZyxLHPjWEYNGrUiPbt25OSkuJvf+yxx3j88cdz7GPatGnExcUxb968447t3r2bwMBAIiIisrXXrFmT3bt3A7Bnz55s4RBAjRo1/O8vL06agKhp06asX7+e5s2bY1lF3CpR5BRh2zbr1q3TcyNSQHp2RApHz45I4ZSHZ8ezw4NpmBiuQ6tWrfL9vhV7V/D+qvcBeLPvm3Tv0L1A1zX3zCPgrxsxMuMBcK1KZJ0+mvAGg8j/KMqhvXvxvP8+1pgxGAkJ/mY3LAzvQw9h33svNUNCqJlHF5K33J4b13XJzMxkxYoVx80gysm2bdt44oknmD59OsHBwSU+7rJ00gREh7/hlmXpfzhECkjPjUjh6NkRKRw9OyKFU9bPzuEfpfM7hkw7k6HfDSXLyeKSFpdwY6cb879zmetirn4N8++nMXB8TaFN8Z47BaNKRyrsnyAbN2K+9Rbm+PEYaWn+ZteycG67Defpp6FWrYp7f+XQsc/N4SVmlStXztfvx7i4OPbu3ZttCZlt2/z222+MHTuWadOmkZmZSVJSUrZZRHv27KFWLV9trJo1a7J48eJs/e7duxfAf055cNIERCIiIiIiIlJ+vPjLi8TtjiOyUiSj+4/OfzjkPYi1cBjmtq/8TU7t/thnjYfAqiUz2JIWF4f12msYX32VrcaQ6/HgDhqE/cgj0KZNGQ5QctOtWzd+/fXXbG133303LVq04L777qNevXoEBAQwf/58LrvsMgDWrl3Ltm3b6Nq1KwBdu3bl9ddfZ+/evf6lZdHR0YSHhxdoRl5JU0AkIiIiIiIixWrRjkW88tsrALxz0TvUDqudvzce3Iznt2swEuP8TXbbp3DaPgVGBduE23Ux5s/HfO01zNmzsx8KDfXNGLr3XmjYsIwGKPkRHh5O27Zts7WFhIRQrVo1f/v111/Pf//7X6pWrUp4eDiPPvooXbt29QdEvXr1olWrVtxxxx08++yz7Nmzh1GjRjF06NA8C2OXNgVEIiIiIiIiUmzSstK45dtbsF2bgW0Hck2ba/L1PmPvL1i/D8TI8C29cT3h2GeNx617aUkOt/jZNsY33/iCoUWLsh1yq1fHuesunBEjoFq1MhqgFLcXX3wR0zS58cYbyczMpFevXtl2OrMsi0mTJvHQQw/Rr18/QkJCGDx4ME8++WQZjvp4CohEREREREQkT5GBYcRnphAZGHbCc6PmR7E6fjW1Q2vzdr+389W/uX4s5tL7MFwvAG5oM7znT4PKbU/wznIkPR1jwgSs11/HOGbnLLdxY5wHHsC56SYICSmjAUpxmTVrVrbXwcHBvPbaa9lCoWM1bNiQqVOnlvTQikQBkYiIiIiIiBwnOjqanj17AhDXbWS+3rNgywLe/ssXCn3wnw+oVukEs2ScLMxlD2KtH3OkqdaF2Gd/AYEVZIZNUhLmhx9ivvMOxq5d2Q65HTtiP/ww7jXXgEc/fkv5pt+hIiIiIiIicpyYmBh/QJQfKZkpDJ01FBeXWzrdwsXNL877DRl7sX4bhLlvgb/JbnEfTseXwKwAP6ru2IH5f/+HOXYsxoED2Q45PXrgPPwwbp8+kN/i3CJlrAI8dSIiIiIiIlLePTb3MTYmbqRRRCNevfDVvE9OjMPz6zUYqZsBcM1A7DNG4za+sRRGWkSrV2O98QbGhAkYmZn+ZtcwcK+80hcMdelShgMUKRwFRCIiIiIiIlIkszfMZuzSsQCM/c9YKgdVzvVcY9t0rL9uxbBTAXCDa2OfOxU38qxSGWthGX/9hfnqqxgzZ2K4rr/dDQzEufFGnAcegBYtynCEIkWjgEhERERERKQUHV3b52SwP20/w78bDsDdXe6mR+MeOZ/oOpgrn8P690V/k1O1C/Z5U6FSvVIYaSG4LsZPP/l2JIuNzX6ocmWc4cNx7rkHatcuowGKFB+zrAcgIiIiIiJyMouOjs72OiYmpmwGcpRjx1QUD855kO0HttO8WnNe6PlCzidlHcD6bUD2cKjhEOyec8tnOOT1Ynz5JZ4uXfBcdlm2cMitUwf7pZfwbtiAM2qUwiE5aSggEhERERERKUHlMRA60Zg6xUbxc+0EOsVG5XnejNUzmLBiAqZh8smlnxASkMMW7inr8cy7AHPHTABcTOyOL2Of+QlYlQp0HyXu4EHM997D06YNnptvxvj7b/8ht2VLvGPG4F2zBuehh6By7svoRCoiLTETEREREREpJZ1iowirncCM2Kh8bx1fLNdclUCKFZPva8ZnppDYMhg7MyXXc/Yc3MNdP9wFwMPnPMxZ9Y6vIWTsnof1xxCMzAQA3IAI7LO/wK3dr+A3UpLi4zFHj8YcPRojPj7bIefMM32Fpy+7DEzNsZCTl353i4iIiIiIlBBr4CB6rfwHa+AgwBe8bGsZTHwewUtxO/aa+Z0dlBfXdbn7x7vZm7qX9jXa8/T5Tx97Auba97AW/OdIOBTeEm/vX8tXOLR5M+aDD+Jp1gzr+eezhUPORRfh/fln7AULcK+4QuGQnPT0O1xERERERKQYZVvOlZREr9Q0SErK3/mlILeQqiDjmLhyIjNWz8Bjevj4so8J8gQdOejaWIvvxFr2AIZrA+DU7o+3968Q3rJY7qHIli/HuukmPK1bY737LkbqoR3VLAtn8GCyFi3CnjkTt1s3MIwyHqxI6VBAJCIiIiIiUkw6xUbx1KrpBZqdUx5qFEH2cUQGhmG7DpGBYcedt/3Adu6ffT8AT53/FKfVOu3IQdfBWng75saP/E12q4exz58OARElNPJ8cl2M2Fisyy4joEsXzIkTMWxfgOWGhGDffTfeVauwP/0UOnYs27GKlAHVIBIRERERESkm+andUxHkVqvIdV3u+O4OEtMT6VKnC4+e++hRBx2sxXdibv7c99LwYHcdh9toSGkMOXeOgzFzpm+r+r/+ynbIjYzEufNOnBEjoHr1MhqgSPmggEhERERERKSkREQwz7bpZVllPZJcdYqNIj4zhUa1M09YPPujZR/x04afCPYE8/GlH+MxD/1I6bqYS+/D3Pix76VhYZ89Abf+laVxCznLyMD48kus11/HWLMm2yG3USOc++/HuflmCA0tm/GJlDNaYiYiIiIiIlIABanVY0+exLx2bbEnTyrBERVMZGAY9dek57h8LC8b9m/gkZ8fAeD5Hs/Tunpr3wHXxYx7GGv9GN9LTOyzPivTcMiYPRtPx454hg/PFg657dvjHT8e7z//4Nx1l8IhkaMoIBIRERERESmAsqgZFBcXV3x9dRvJhbuq+WcKxXUbybYLX8/WdizHdRg2axgHsw5yQYMLuKfrPb4Drou5/Amste/4XmJgn/kxboNri228BbJ7N9YNN+C55BKMjRv9zU63bnhnzsS7eDHukCEQEFA24xMpxxQQiYiIiIiIlKAePXoUuY/iDIgK492F77Jg6wJCA0IZd+k4TMP0hUMrnsFa84b/PLvr2LKpOeQ4GB9/jKdjR8zJk480d+uG95dfsH/+Gfeii7QjmUgeFBCJiIiIiIiUoJ49exZ7nwVZ5lZUMZtieCrmKQBevfBVmlRpAoD57yisVa/4z/OeMRq38Y2lNi6/f//FuvBCPHfcgbF/PwButWp4x47FnjMH98wzS39MIhWQAiIREREREZFScmz9H2vgIHqt/Afrov5YAwflu5/SWuY2eeVk/jPpP6R707m4+cXcdtptAJj/voK18jn/eXbnt3GbDi2VMfmlp2OOHImnSxfMX37xNztDhuD9+2/cm27SjCGRAlBAJCIiIiIixynNGSoV3dFfqxMVgD62/g9JSfRKTQPTgqSk0hgukPOyt2Pb3vrzLW745gaynCyubn01k66ahGEYmKvfxFrxtP88u9OrOM1HlPCIszPmz8dzxhlYo0ZhZGUB4DZrhvf777HHj4caNUp1PCInAwVEIiIiIiKSjTVwEOZ7ows8q+VU1Ck2iqdWTadTbBSQQwBUDDr/MpKYBgfo/EvufeY30HNdl3RvOqedfRo7U3ayMXEj/+z9h6W7lhLUPIh5G+fx/brvue+n+3h07qMA3N3lbiZcOYFgTzDm2nexlj/m78/u8CJOy/uKdoMFER+PNWwYnj59MNau9d2Tx4P96KN4lyzBvfDC0huLyEnGU9YDEBERERGRciYpiV6mVeqzWiqCTrFRhNVOYEZsFHHdRhKfmUJiy2DszJQSu2ZC1kH2NTXJ2rOCO76/gx/X/cjuwN28+b83MTAwDIOszCwCFwViGIa/7fDHpKw0AFzHS9Bf7xTo2i/1eokHz3rQN3No/RisZQ/6j9ntR+K0frhY7zVXrovx5ZdYjzyCsW+fv9k5+2zs996DDh1KZxwiJzEFRCIiIiIiIvlUHIFQQXY123NwD0nrfiQjcSM4Xj4+fMAA22sfOdGArENLrfLLNEwqeSoR7Akm2BNMJU8lgjxBBHuCCQ8MZ/jpw7m6zdW+7jd+grXkHv977bb/xWnzRIGuV2jr12Pdcw/mzz/7m9zKlXFGjcIZNgxMLYwRKQ4KiEREREREREpRfnc1S0hL4KIvLyIjwbeUygwMY3iHG7h8ynLiU0M4x7Lwvvt/uLi8+eab3Hf/fbiui4uL67oAuLh0/+1lLMPCMUzierzgD4M8pgcjH0WcjU2fYy26w//abv0ITttnCnHnBZSVhfnGG5ijRmGkp/ubnauvxn7jDahTp+THIHIKUUAkIiIiIiJER0eXyHbsUjiz5sxi1LZRrNi7AjMghMpN+xNQuQ5v93kD683+YBrgZGFXaQxAVarSrGqzHPvyVKqGZZjYrkPN0JoFGoexZRLWwmEY+AInu+X9OO1fKPHdwYw//sAaMQJj5Up/m9uwIfbbb+P+5z8lem2RU5Xm4omIiIiInOKOLbScG+1sVjpSMlO45897WLxzMdUrVadK6ysJCKudr9k+xcnYNg3rr1swcACwm9+J0/GVkg2HEhMx77kHq3t3fzjkmib2fffhXbZM4ZBICVJAJCIiIiJykrMGDspzR7L4zBS2tQwm/nBdnYgI5oVUAseGiAggfyFSQQOkihg4nWgb+6JKyUzhqqlXsd3cTpXgKnw/5Hs8larl+R5r4CB6rfwn1+9vYcZsbJ+J9ccNGK6vzpHddBjOaW+WXDjkuhhffYWnY0esMWMwDi+R69wZ72+/4bz6KoSVzNdcRHwUEImIiIiInOySkgq0I5k9eRLz2rXF/vEH7MmTgBxCpGNYAwdhvjc615AiJzExMdleV4TA6Nht7HMKXwpShPowF5cZkXvp9GEnYjbHEOgG8t2g7zit1mknfnNSEr1S07J9f4/+Wh475hMxtkzE+n0whusFwGl8E87p75RcOLR5M9aVV+IZMgRj1y4A3NBQ7Fdfxfvrr3D66SVzXRHJRgGRiIiIiMgpqNjDmBxCirx0io3i59oJ2WYkHRsYlVdHB0A5hS8FreW0ISiVy9ou5ep2y9mavJXGEY0ZmDWQrnW7FnqMx34t8xVaZe7H+uMGPH/ehOH6dkRzGl2H3eUDMErgR0evF/Ott/Ccdhrm99/7m53//AdvXBzOffeBR2VzRUqLAiIRERERkVPQicKY/AQKRQmZTjQjqTw59j6Ls5j35EYHaHfGb3xfbR8BjsHj5z7OstuXUd+t7z+nWkAoDdZlUi0gtNDXOdGYjd1z8cw+HXPrZH+b0/hG7C5jwbAKfd1cLVmC57zzsB59FOPgQQDcOnXwTpqEPX06NGxY/NcUkTwpjhUREREROcVYAwfRy7axBg7yLyE7Vn5CkJiYGM7vdj7Rm6OZ1XwVBzwOVbIsKs+PokpwFaoEVaFyUGXf58FViAiK8H+sSGJiYvL8ehRmSRnA0l1LubXZcjK9Dj0b9eT/Lvo/2t4ZBS9fTa+wMP/3Z+n5UUzZMYUB5w8o5B3kwk7H2Pkd5uYJmDtm+ZvdgCrYp/8fbsP8LxfMt5QUzGefxXz3XQzHV/zaNQyc4cNxnn/eX/NKREqfAiIRERERkZNQSW5b77ouzWfeSFr4Ul55/U0cbzrUPeqEX186cSemB09gZULqdcV13Xzv0FWS91VYhRnPvtR9DJg2gHRvOmdVPYsfhvyAmccyrk6dOh15ERHBPNuml5XzzJ5OsVGE1U5gRmzU8XWHXAdj36+YmydgbJuGkZV9SaBT60LsLh9CSH2Km/Hdd1j33YexZcuR4bRrh/3++7hnn13s1xORglFAJCIiIiJSwXWKjSI+M4XIwDB/IJDXrBd78iTmRUXRfWT+ihaDrxhz2MoEkluHcdPMm9i68shSpJohNblyXQBNM0JIsrLYf2V/EtMTScpIIik9icSMRP/HlMNLyhwv3vQEktf/xEVfXsRb/d7K1zhONJunIvA6Xm6YcQObkzbTvGpzvr3lW384dHhGV17fnxN9/+IzU0hsGYx99PK95FWYW77E3DwRI3Xzce9xg+vitHkMp9nw4q035DgYc+Zgvvsu5k8/HXW9YJynnsJ54AEICCi+64lIoSkgEhERERGp4OIzU7AM01/PJ88ZJIUU120kd867kwXmLCbFrwYMQmq2J7BaCzZfMYHAiy/x7ZTm2Nj93s61H6/jJSk9iXbzHiMzfg0pOxYSvTmaM8acxlX7m5E2eCWVJn5VLGMur56Z/wxzN80lNCCUKVdPoUpwlZK7WOo2rEXDMXfPOe6Q6wnDrXclTqMhuDV7FG+toaQkzM8+w3z/fYx167Idci68EPudd6BZs+K7nogUmQIiEREREZGTzHEzSE6wJOnw7KCUdtVy7fOz5Z8xPmA83ngv9cLrcbD+2VSqXB/bdbBM64TXOMxjeogMicQTHEFQ/bMIimzJWan7+H7d90ypvY7fqm7ltVXTubLVlfladlbcS85KegnblH+m8NrvrwHw4X8+pH3N9oXqJz91j/pnrsczpwtGZoK/zcXErd3HFwrVvQw8hS98naOVKzE/+ADziy/8xaf9127UCHvkSNzBgyGfSwpFpPRoFzMRERERkZNMZGAY9dekExkYBhxaktSuba4FqeO6jeSF1lflOtto9KLRDJ01FK/h5cImF/LXrX9RJ7LlCa+Rn13OrOAIZgyYwYwVHWmcHsy2oAwGTR/EJZMuYU38mmzndoqN4ufaCXSKjfK9d+AgzPdGYw0svmLKx+7uZkz9inqbN2NMLfqspq/+/YqbZ94MwINnPci1ba8tdF95hVjBrpcXD85j/MHv/eGQW6k+dqdX8V66CfuCb3EbDi6+cCg9HWPaNKx+/Qjo3BlrzJhs4ZDTqxfeqVPxrlqFO2SIwiGRckoBkYiIiIjISSau20gu3FWtQMvLcgscFu9czCM/PwLAwLoD+Xbgt9QIrZHjNY6d1XJs2JKXSxNq8PeS83hqc2MCrUDmbJzD6eNO55mYZ0jNSgV8M6O2tQz2L6UjKYleqWmQlJRHz0XjXnsN2xs1wr32miL1M3HlRK6fcT1ex8ugdoN4oecLxTTCo4SmY/77MvOTJ3Bzxt/+ZqfelXj7LsZpeR8E1y6ea9k2xrx5WLffjqdBAzyDB2MeFQi6oaHYd9xB1rJl2D/+iHv55XCC2WUiUra0xExEREREpILLaYlYYbdeP1pieiJDvh5ClpPF5S0v57OrP8tz2VdRl2aFOBYjNzdjyEvf88DsB/hpw0+8/NvLTFw5kdf7vI7rulABJ598tvwzhs0ahovLjR1vZMzFY3zL8k4kMwHjwFrM5DXU2vMnAUn7MQ6ux0jZAGYQbmhjCG2E0WUd1DgAdRIwV/xK40NvT8VD4Bnv4Da5tXhm7bguLF2KOXEi5pQpGDt3Hn9K8+Y4I0bg3HijtqwXqWAUEImIiIiIVHBx3UYSNTeKkSOOzOYpaljjui7DvxvOxsSNNI5ozNhLxuZ7K/rc5Le+T/NqzZk5cCbfrPmGh+c8zOakzVzz1TUERjQiolF3jOCKEzx8tPQj7vzhTlxchp42lHf7v5t9O/usZEhZh3FgLcahj6Ss46nWywn45iX/aTnN+zEydkPCn9Dp+GMLPPV5IqQ70U1vK/pNrFuHOWkS5qRJGGvWHHfYDQvDveIKnMGDcXv3BlMLVUQqIgVEIiIiIiIVUEkXU/5g8Qd8vfprAswAJlw5oVh22irIFvWGYXBFqyvo06QPL/32Em/+8SaZSZvZu/xzgiKbs6Vhe5pe8A9YLhwMwlw3GrdSfdyQBhBSHwKrl3mtm/cXvc99s++jkgH/7TSARztciLnqVYyUdYdCoXW+kCcHIbn8pOZiQmgjsDMw0ndkPxbWHKfR9Zy1dSM7PFWwXafwg9+1C3PqVIxJkzAXLjx+HAEBuP36+UKh//wHQkIKfy0RKRcUEImIiIiIVDDWwEGYto31wRh/UejiWFJ22NJdS3lkrq/u0Eu9XqJr3a7F1ndBhQaG8kKPF7ihww2cO/kSrnE2c3/oWprFDYeWR86zlt6f7X2uGQwh9XEr1YXASNyg6hAUCYHVcYMiIah69s+t0FwDpXx9be0MOLjeF/qkrGPFhq/psOdPtjaG+gHAwSnwx5R833eaWYOg6u1xw1rghDZlW1Il6rbqjlm5OZiBh66ZDqlbMA5u9t1Hlc5gGGzd8RCFqvaTnIwxY4ZvptC8eRjO8QGT060bzqBBuFddBdVy3/VORCoeBUQiIiIiIhVNUhK9TAsc299U0NlEuYUeyRnJDPl6CJl2Jpe2vJR7ut5TlJEWm9ZpK1lfcw813Pydbzjpvlk6Kevydb5rBkFQde5uloU1/08IrOYPlXrXr467ZTcEVccNrIaRvtvXr39Z2DpfUMORQKUTwAkm1bjBdXDDmkN4c9yw5rjhLXyvw5rhsSpx+Ltr2zbJq1dTJ7wVHF27yAqG8Ja44S1z7D9fMjIwfvwRc+JEjO+/x0hPP36cHTviDB6MM2AANGhQ+GuJSLmmgEhEREREpKKJiGCebdOrCLtC5RQoua7LHd/fwfr962lYuSFj/5N33aHinLWUK9fF/HcU1srnqHFUc0p4B/63bB1TrDQaW/DMWcM4q2odjNRtkLoNI22r76P3QL4uYzgZkLadupWAPfOKb/iB1XHDm8NRAZAvBGoOAeHFdp0CcRyM2FjfTKHp0zESE487xW3SBGfgQJyBA6Fdu9Ifo4iUOgVEIiIiIiIVjD15EvOioug+Mv/b2OcnzPlwyYd89e9XeEwPE66cQLVKeS8hKsispU6xUYTVTmBGbBRx3fI5bjsNa+EwzK1HlmbNDmjCW8Fd+OaiCTz+dl/+bf0vX9XYzU/zx/K/3v/j/rM+yN6HNxUy4yFjH8bhjxnxkLkPMuJZuWQ+7VvUxsjwvbZTd+MxbQrCDYjADWtOXGoq3+z4l7VZ0LvDcG449zkIrFqgvkqM68KyZb5i01OmYGzffvwp1avjXHst7uDBuGedVeY1nESkdCkgEhERERE5BZwozFm2exkP//wwAKN6juKsemcV6XrG1K+ot3kzxtSvcK+9hvjMFBJbBmNnppz4zXYaRsJizLhHMfcvAsDF4PlK5/BBcBdsfOvMgl2Lias7UifzX96pt41H5z7KjgM7eLn3y0d2CvOE+H6FNODw6rSjV6lN+iaKkUN9gVWn2CjCtsWzr7lBM4/JD51ugIx9kHkoVMrYB5n7IbAqbngLCGuBG94cNyCSx6Of4M0VbwLwv97/44az7i/S168oIgPDCFuZQEC9YIxvv8X4/XfMb7/FWL36uHPd0FDcyy/31RXq3RsCAspgxCJSHiggEhERERE5xR3IOMCQr4eQYWdwcfOLuf/M+4vcp3vtNbSoHombn1lGaTug8W6MWgeg5n48X1fHcLOO9GWFYp/9Ge/9E4NlGL7ZMIeYGLy5viV1rr+TJ6Of5K2/3mJnyk7GXTKOIE9QgcbsC7EqAbDcdnCrdTkyhtzu03V5cM6DvLfoPQDe6vsWd3a5s0DXLRaOA//+i/HHH6z4fTsJ335L9f37gbePO9X1eHD79vXtQHbJJRAaWvrjFZFyRwGRiIiIiMgpzHVd7vzhTtYlrKNB5QZ8dMlHedYdKoicZi0ZrgtJf3Nz+nLOsnfRxbuTgFnvQO+jB3XUpyEN8Z43Hap0hH9isnd2VC2mh895mNphtRk6cyiT/5nMnoN7mHrNVCoHVS6We8mJ4zrc/cPdjFs2DgOD9/q/x9DOQ0vsetkcOICxcCHG779j/PGH71dSkv9w9ZzGe/75uIMG4Vx9NURGls44RaTCUEAkIiIiIlKOdYqNIv7QsqzIwLD81+/Jp4+WfcTkfyZjGRZfXPEFkSHFHBw4mRgJi7k7fTFne3fQ1buTgNnv8koeb3HDW+FGnoNT/Vzc+ldBQM4hz7G1mK7vcD0/TfuJWaGziN4cTa/Pe/HtoG+pE1aneO8JsB2b4d8P57Pln2FgMPaSsdzY8cZiv87RjE2bMKdNw/j6a4ylS3Pchv4wr2Vhdu2Ke845uGefjXvOOVC7domOT0QqNgVEIiIiIiLlWHxmCtahejrxR9XvKY4dxJbvWc6Dcx4E4Pkez3NO/XOK3CdZBzDif8fY9wvG3l8xEhZiOOk8ncvprlUJt1pXjDmbcfdWg93h2N/8nO/LHft1aOo2Ze71c7ls8mUs37Ocbp92Y9agWbSKbFX4ezqG1/Fy67e3MmnlJCzD4uPLPmZwu8HF1n8227djTZ1K888/J+jvv3M9za1Z0xcGHfr13KxZPD1qVMmMSUROSgqIREREREQKKDo6ukA7eJWEol7/QMYBBk8fTLo3nf7N+vPg2Q8WrqP0PRj7fj306xeM/cswyH1myz4jmGp1++FWP48x01cy7NHRYAZgvdwfTAucgu0gdvTXwRo4iF62Tdf7VxP7QSyXTLqEdfvX0f2z7sy4dgZn1z87z74OF3fe3CKQyMCwHM/JsrO48ZsbmbZqGh7Tw2eXf8Y1ba4p0JhPaO9ezOnTMaZMwfjlFwzX5djS0W779jjnnXdkdlCTJtl2HfP++GPxjklETnoKiERERERE8skaOAiSkjDDwrA+GIM9eVJZD6lQXNfl7h/vZm3CWuqF1+OjSz86sutX3m+E1M0Y+37B3Psrxr4FGAfW5P2W0Ca41c/j4b07WBRQj9VGBNvOfQOAbWlRYOa9a9bRYdzhACelXbWcT05KotehkKlp1abMv3E+l0+5nEU7F9Hvy35MuHICl7S4JNdrxXUbSdTcKEaOyHkZX4Y3gyEzhvDtmm8JMAOYeNVELmt5WZ7jz7fERIxvvvFtQT9vHoZ9fFDmdOyIO2AAzrXX+gIhEZFipIBIRERERCS/kpLAtOiVmlbgmS7lyfi48UxcOdFfd6h6SE4ljY+yfwnWmrcx9i7ASNuW62kuBkS0w6l+Pm7183BrnA+V6gEw4eeHfEvl3COzi/KzTC4mJsYfEJ0owDlWjdAazLluDkO+HsIP63/gmq+u4Z1+7zC089BcC3HnNqZ0bzoDpw3kh/U/EGQFMeXqKfRv3j9f48hVSgrGt9/6QqHZszGyso47xW3ZEu+AAaw/4wwaX3QRlmXlq+viWIIoIqcWBUQiIiIicko5dnnYiZaLlYflZMXp7z1/c9/s+wAY2X0k5zU4L/eT7TTMlSMxV7+V47Ix1/DgVj0Dt8Z5uNUvwK1+LgRWzfdYSuPrGhoYylfXfMWdP9zJp8s/5a4f72Ls0rE8cPYDXNP6+KVhOY0pNSuVq6dezdxNc6nkqcS0a6dxYZMLCzegtDSMH37AnDoV4/vvMdLSjjvFbdwY59prcQYMgI4dsR2HjNWrC3SZk+n3rIiUDgVEIiIiInJKOXpGijVwEKZt57lc7OjzK7qUzBSGfD2EdG86/Zr24+FzHs71XGNvLNaiOzBS1vnbXCsEN/Js3Brn41Y/H7fameAJyde1T7g8rAQFWAF8+J8PaVq1KS/EvMCy3cu46ZubeGrqHfTd15gfh8ZQZ9T/US+8HpGVIrPNLkrJTOHKKVcyf8t8QgNCmTFgBt0bdS/YADIzMX7+2TdTaOZMjJSU405x69bFufZa3AEDcLt0yVZPSESkNCggEhERERHJRafYKMJqJ/DRzw8RGRjGirIeUBHd+9O9rI5fTd2wunx86cc51x3KSsZc/iTWhg/9Ta4ZiNP2KZxWD4IZWKhrF3R52OF6T73CwrAGDipyvSfDMHjivCdImJ1A1T5VGb1oNFvZw0f1/uUjgI+6AhBkBVEvvJ7vV+V6rIlfw5JdSwgPDOfbgd9yboNz83dBrxcjNtYXCn39Ncb+/ced4taogXPVVb5Q6LzzwMxHHSgRkRKigEhERERETln25EnMi4qi+8gjocXRS8riM1NIbBmMRfYt5iuiz5Z/xhd/f4FpmHx+xefUCK1x3DnGzu+xFt+drc6QE3kOdpcxULl1aQ632Oo9HbtEMIQQnjz/SR48+0G+HHomsyLj2R6YzrZawexN3UuGncGGxA1sSNzgf09EUATfDfqOM+udmffFHAfj998xpkzBnDYNY8+e405xq1TBveIKnAEDcHv0AI9+JBOR8kF/GomIiIjIKePwjKAZsVHEdct5JsvRS8qO2/Y8IgKSkpgXFkavfBYLLozirnu0cu9K7vnxHgCiukVxQcMLsp+QsRdr2UOYW47M0nGtUJyOo3Ca3QH52eGsnDr6+3ns93/YrnoM29MQHBv7xx/I8GawI2UH25O3s/2A71dyRjID2w2kTfU2OV/AdTEWL/aFQl99hbHt+CLebmgo7qWX+kKhPn0gKKgkb1lEpFAUEImIiIjIKePwjCA7n7OBjl0WZXfztTvR0dglWJeoOOseHcw8yJCvh5DmTePCJhfy2LmPHTmYlYy55m3MNW9jeJP9zU6tvthnvAehjYplDOXFib7/QZ4gmlRpQpMqJ9hC3nXh778xp071FZvesOH4U4KCcC++2BcK9e8PIfmr1SQiUlYUEImIiIjIKa0w24EXd9Hqktwp7f7Z9/Pvvn+pE1aH8ZeN99Ud8qZirn8fc9VrGJnx/nPdgKrYp72K2+gGFUnOyZo1mFOm+OoKrVp13GE3IAC3Tx9fselLL4XKlctgkCIihaOASEREREROaUcHM/lZglYS8poxFBkYRnxmCo3WZhZ4B7DP//6cT5d/immYfHb5Z9QMjsBcNxrz35cx0nf5z3MNC7fxzdjtoyC4dpHu5aSzaRPmV1/5QqFly4477Jombs+evplCl18O1Up/lzYRkeKggEhERERE5JCCLkErDYeDqqgF+d8BDODfff/66w49c96T9HA2Yv14G0bqFv85LgZuw8HY7Z6CsObFO/CKynVhxQrMb7/FmDkTc8mSHE9zzj8f99prca66CmrVKuVBiogUv4pbbU5EREREpJhFBoZRf026ryB1GbEGDqLXyn9827wXUmpWqq/uUFYqzzdpx9MHJ+NZdHu2cMipdwXevkuwzxpfPsKhiAjmhVTyFQIvba6L8csvmI8+iqdNGwLOOAPr2WePC4ecLl2w//c/stavx543D2fECIVDIie5jz76iPPOO4+GDRvSsGFD+vbty5w5c/zHd+/ezfDhw2nVqhX16tWje/fuzJw5M1sf+/fvZ9iwYTRs2JBGjRpxzz33kJJSfv4h4jDNIBIREREROeTYotRlIimJXqZ13Nbu+a2VlO5N5+4f7qJZ6kqmNPbQ1rMSjvo5xKndD7v9SKh6ejEOuujsyZOYFxVF95Gl9LVPS4O9ezH27YN9e/H06pXjaW7nzjiHtqWnWbPSGZuIlBt169YlKiqKZs2a4bouEydO5LrrrmP+/Pm0adOGESNGkJSUxJdffklkZCRfffUVt9xyC9HR0XTs2BGAYcOGsXv3bqZPn05WVhZ33303999/P+PGjSvju8tOAZGIiIiIyFEKU7T6WEUqOh0RwTzbppdlZWs+UX9pWWl8vOQD1sa9xD2VEjmzLoDXf9yp0Q2n/Ujc6ucVblwngVrxKfRYtp1+v6/Ds+wjjNTU485xLQu3e3fftvSXXgoNG5bBSEWkvOjfv3+2108//TQff/wxixYtok2bNvz111+89tprnHHGGQA8/PDDjB49mmXLltGxY0dWr17N3LlzmTdvHp07dwbglVdeYcCAATz//PPUqVOn1O8pNydNQGTbdraPInJiem5ECkfPjkjh5PTsxMTEFEsgUxDuMeM5Vrdu3bIdc13X/3pdwjr+2P4HZ9Y9k5aRLXO9RnR0NN26dcvXeDr/MpLw2vv5ev4zLD0/CvvLCcwdOZLzo6IgH3/OpGalMmnRa2Ss+T+GVDpIrarZjztVz8DbdiROzV6+ncnK8M+uo7+WJzpuueD/brlHvl959WFWjiDatulpmthbtmAuXUrv2FjMyy/HXLqU5bt25fg+NzQUp08f7Msuw+nXL3uh6XLwZ73+3hEpuNyeG9f1/bmSnJyMcdRujUFBQQQFBZ2wzxkzZpCamkrXrl0BOPPMM/n666/p168fERERfP3112RkZHD++ecDsHDhQiIiIvzhEPj+IcI0TRYvXswll1xS9JstJidNQLRhwwYA1q1bV8YjEal49NyIFI6eHZHCOfzsXLX9M6qsOUCiM4fp9W4sdH9xcXF06tQpX+eGuQFUWX2AxJbhrF69Ol/v2Ze1jydmPcFP237i36R//e3n1DyHwU0Hc16t87CM7LN9MjMz893/nrQk4pt6sNOS/O/Jz/vTslJZsuENGiTP5PZKmXjCjzke1JJdNUeQHN4DEg1IXJOv8ZSkE93X0cfb2Da4ju+A4+b5tTHS0wn5+2/Catek9e+/42zbRnBzX12l3rlcK6taNZK7dyepZ09SzjoL9/APhnv3+n6VQ/p7R6Tgjn1uDMOgUaNGtG/fPlsdoMcee4zHH388xz5WrlxJv379SE9PJzQ0lM8//5zWrVsD8Mknn3DrrbfStGlTPB4PlSpV4vPPP6dp06aAr0ZRjRo1svXn8XioWrUqu3fvLs5bLbKTJiBq2rQp69evp3nz5ljHTMcVkZzZts26dev03IgUkJ4dkcI59tlJ2ZFFausQHDeLVq1a5auPnGYcTZo0iQEDBuTr/StbjWLkgpFE3RGV53k7U3YyfdV0pv47lT/D/4SVvnbLsOhYsyPLdi/j9z2/8/ue32lSpQnDOw/nxo43UjXYN30nMDAw3/fk2eHBNEwM1/G/J6/3H0zdxaLf76XRvu+5M8CGkCPHXMPCqXs53qZ3YFQ/nzqGQflZvHDir8vRxz2WBdahPXXsY7429eph/vEH5oIFmAsWYCxahJGVlee13SpV+KVRGMta1eanro34asSnhFoWocVzayVKf++IFFxuz43rumRmZrJixYrjZhDlpkWLFsTGxpKcnMw333zDnXfeyaxZs2jdujWjRo0iKSmJGTNmUK1aNb7//ntuueUWvv/+e9q1a1ei91jcTpqA6PA33LIs/aEpUkB6bkQKR8+OSOEcfnYiA8MIW5lASrtq/mfpRLV7YmNj6d37yJwQa+Agets2gUOuw548KV/X79mzZ47P7r7UfXy96mum/DOF2C2xuEctb+reqDsD2g7gilZXUCO0BhsTNzJm8Rg+ifuEjYkbeTz6cZ775TmGtBvCiC4jMAyjQH8+HP4R5fB7cnp/avxi1v55P60O/EU/04WAI8fcoFo4zYbiNB0KleqV262KT/R1yfa9Mfz/AVw8S5diTJ/OY7NmEfTaaxheby69gFu1Ku7pp2OsXYcbEQFhYdgx0Vwz92Esw8R2HazAwGK7r9Kiv3dECu7Y5+bwErPKlStnC4jyEhgY6J8RdNppp7F06VI++OAD7rvvPsaOHctvv/1GmzZtAOjQoQO///4748aN480336RWrVrsPWZWotfrZf/+/dQqZ7sgnjQBkYiIiIhULDntGBYTE1Ow4s657PiVl6P7T8lMYfqq6Uz5ZwpzN87Fdo/0c3a9sxnQdgAbZm3gjevfyNZHkypNeLn3yzzT7RkmrZzEKzGvsDF1I+OWjWPcsnE0DGhIp1WduKzlZXjMgv0vt+3YnH7e6ayJX8P+tASsPXOptfUzmmZupAtwdPpjR56L2+JO3HpXgFnxAo9jZfveR0TAzp1s3L+fptu34Tn3XACq5PA+t3lz3AsuwLngAtxzz4UmTcAwsC7qD4d/fxhGtlBSRKSwHMchMzOT1EOF7k0zeyxvWZY/iOratStJSUksW7aM0047DfD9Y4fjOP7C1uWFAiIREREROSVtS95G3wl9Wbf/SH2KzrU7M6DtAK5pcw2NIhoBEDUr9+VoIQEhDHtpNk3tDgRUbsA7l1Tnm9XfsMXcwqDpg2hQuQG3n3473Rp2IzE9kYT0BBJSE0hIT2B/2n7i0+JJ3P47rjcDx5tOzeWfk5ieCECPlfB8JJxTKfs1s4xAjMbX4zYfAVXyV3upvMhXQfK9ezGnToUd2zH//JOcNpZ3W7fG6dYN94ILcC+4AOrWzdf1cwolRUTyMnLkSC688EIaNGjAgQMH+Oqrr/jll1+YNm0aLVu2pGnTpjzwwAM8//zzVKtWje+++47o6GgmTfLNam3VqhW9e/fmvvvu44033iArK4tHH32Uq666qlztYAYKiERERESkFMXFxeW7Ng9kX3LWKTaKsNoJfPTzQ0QGhhHXrfA/5G9J2kLfCX3ZkLiBeuH1GNZ5GNe2vZYW1VoUvLOkJHqbFqQEcN5Vk9iavJUb3rqBNeFr2Jq8ladjns53V4nAucG+YKhXSPZjSYG1qNT6IYwmN+MGVin4OMuBXGeHHTyI8e23mBMnYsyejZHDbl1O9+44gwfjXnIJ1KxZwiMVEfHZt28fI0aMYPfu3VSuXJl27doxbdo0/59nU6ZMYeTIkQwePJiDBw/SpEkTRo8eTd++ff19jB07lkceeYQrrrgCwzC47LLLePnll8vqlnKlgEhERERESk1cXFy+C0pD9iVn8ZkpJLYMxjr0eWFtSdpCnwl92Ji4kaZVmjL7utk0jGhY6P6O1aByA7rb3fnxnh+Z+u9Uxi0dx44DO6hWqRrVgqtRtVJVIitFUjW4KtUqVePNLfMJ2+GlTROTL0KTCE/4LVt/bnhr7HbPEFL/KjDKa3WhQvB6MebNw/zyS4xvvsE4ePC4U9wOHfixenUuHDcOGjQog0GKyKnunXfeyfN4s2bN+Oyzz/I8p2rVqowbN644h1UiFBCJiIiIyEnt6FlIm5M203dCX384NOf6OTSoXDLBQ7AnmBs63MANHW7I87z7W3Zn3fTraJOxDjKOtLthzbHbPoXbcCAYJ0lhYtfFWLwYY+JEzClTMHLY4tmtXx9n0CCcwYOhQwcWREVxocIhEZESp4BIREREREpF519GEtLgAJ1/Gcny7s+d8Hxr4CB62TbWwEH53qEsJ4dnIW1K3ETfCX3ZlLSJZlWbMee6OdSvXL/Q/RZZ0kqslc9hbv+aNpWPNLshjbDb/he30fVQwALX5db69ZgTJ/qWkK1de9xht0oV3Kuv9i0hO/98ME+imVIiIhXESfI3joiIiIiUdwlZB4lvHoiRdfxSIjhSY2hGbFSO9YUO70C1uUUgkYFh+brm4T6nzL4P79rv2Zy0meZVmzP7utmlHw55UyF9F0baNsz1YzG2TsHA9R92K9XDafMETpObT4odyQ4XmzYmTsT888/jDruBgbgXX4wzZAhu//4QFFQGgxQRkcMUEImIiIhUQEcvmzpZHK4xZB+qL2RPnsS8qCi6j/SFRTnuQBURwTzbppeV+xKsDDuZzX9/hzcjmebVmjPnujnUC6+X73HlufOWa0OlDAj1QlA6xqbPMNJ2ckntOVi/r4X03RjpO30fvQdy7iKoFrM2duCiu6eDFZzvcZVLJyg27RoGbrduvlDoyiuhSpWyGaeIiBxHAZGIiIhIBXR08eZTmT15Ek50NHYuX4uvO9zEmQvOxGsk06JaC2ZfN7tA4RBk33nL2DUHc/0HGKlbIH03pO/BGOL4j5sLhwJwbnVg26I8+3UDq+O0fhin2R38/vwrXFRRw6F8Fpt2Bg/GGTiwwMWm8wzoRESk2CggEhEREZFyITIwjPjMlDyXj+UUFuQUlLmuy+R/JvPY3MdIPhQOzbluDnXD6xZucFlJWHGPYm78pMBvdT3hEFwbN7g2BNfyfazcCqfhEAgIL9x4yprrYixZgvHll7kXm27QAGfgQH+x6cJSECoiUjoUEImIiIhIuZBT3aFj5ScseG/me0zaP4k/t/vq3kQ6kfx8/c/UCatTqHEZu3/GWjgcI22rv801PP6wx4jbDGlBkBqAc+sDPLBhPgc322xtVofvur0EntBCXbdcchyMmTMxX38957pCKjYtIlJhKSASERERkZPC5qTN/Df6v0z5ZwoAoQGhPHLOI6TMSSlcOJR1AHP5Y1gbxvmbXE8YTsdXcJreBoYv/LBe6w+mBY6N8+IIJm9ah9XUxHacXMOhCldDKiMDY8IErNdfP24XMjcoyFdsevBgFZsWEanAFOmLiIiISImJjo7O83hx1Jc5kHGAp2OepsOYDr5wyIWbOt7EyjtW8uT5TxJAQIH7NHbPwzP79GzhkFOzF96+S3CaDfOHQ4UVExNTpPeXmqQkzFdfxdOiBZ477sgWDrnt2+P94AO8W7diT56Me8UVCodERCowzSASERERkRJzomLaRZlFYzs2ny7/lKj5Uew+6KuB0yOlOgO3tuP25QewL/HVGypQCJV1AHP5E1gbPvQ3uVYoTqdXcJoOA8Mo1Fgr3Iyh7dsx33kHc+xYjAPZd19zunfHeegh3H79Cv31KDX52OVORER8NINIRERERMqt3MKd6E3RnPXxWdzx/R3sPrib5lWbM/Xqqfy8pCO3xwdBUpL/3PwGM8aeGDyzz8gWDjk1euDttwSn2e35DkMiA8OovyY9W7HtE80YKjc7df37L9awYXhatsR64w1/OOQaBs6VV+L95RfsOXNwL7qo/IdD+Ha5m9euLfbkSWU9FBGRck8BkYiIiIiUimoBoTRYl0m1gPwXbT423FkTv4arpl5Fvy/7sXzPciKCIvhf7/+x7PZlXN7qcgwKEVp4UzCX3Idnfl+M1E0AuFYIdue3sbv/CKFNCtRdXLeRXLirWq5FtzvFRvFz7QQ6xUb528p6dpHx229YV11FQKdOmJ9+ipGVBfjqC9lDh+JdscK3jOzMM8t0nCIiUnK0xExERERESsXS86OYsmMKA84fUOD3JqQl8OIvLzJ68Wi8jhfLsBh++nCeuuApqodUL/SYjL2xWAuHYRzc6G9zql+A3fVDCGtW6H7zmhEUn5lCYstg7MyUQvdfLBwH47vvMF97DfP337MdcqtUwRk+HOeuu6B27TIaoIiIlCYFRCIiIiJSaAWtrdOpU6cC9Z9lZzFmyRhe+OUFEtISAOjfrD8v936ZNtXbHP+G/Nac8R7E/PtprHXv+ptcqxJOhxdxmo8ochHqo78m1sBB9LJtrIGDysdSp4wMjIkTfTuSrV6d7ZBbrx7Offfh3HYbhIeX0QBFRKQsKCASERERkQKzBg7y7XAVFob1wZhiDz5c1+X7dd/z2NzHWJOwBoC21dvy6oWv0qdpn1zfZ0+exLyoKLqPzHl5F4Cx95dDs4bW+9uc6udhdx0LYc2L7yYOS0qil2mBYxd/3wUchzluHOY772Ds2JHtkNumDfZDD+EOGgSBgWU0QBERKUsKiERERESk4JKSwLTolZpW7MHH33v+5tGfH2XuprkA1AipwbPdnuWW027BYxbhf1+9qZgrnsFc+w4GLnBo1lD753Fa3F3kWUPl1t69mG+9hTlmDEZycrZDzvnn4zz8sK/otHmS3r+IiOSLAiIRERERyZeS3qp978G9RM2P4uO4j3Fch0ArkHu63sPj5z5ORHBEkfo29v2GtXAoRso6f5sTea5v1lB4i6IOvXzavRvzjTd8wVBqqr/ZNQzcyy7zbVV/9tllOEARESlPFBCJiIiISL7ExMSUWEC0OWkzfb7ow6akTQBc1foqXuz5Ik2rNi1ax3Ya5ooozDVvH5k1ZAbjdHgOp8U9YJygVlF+5LfuUWnZuRPz9dcxx47FSEvzN7uBgbjXX4/9wAPQqlUZDlBERMojBUQiIiIiUqa2JG2h74S+bEraRLOqzRj7n7Gc3/D8onV6cCPm1q8wN3ycvdZQtbOwzxwH4cUXkOSn7lGp2L7dFwyNG4eRnu5vdoOCcIYNw3noIahXrwwHKCIi5ZkCIhERERHxF50mIiLHgtOdYqMIq53ARz8/RGRgGCuK6bpbkrbQZ0IfNiZupHnV5sy5fg71wgsZYmQdwNw0njuafkrA9y9lO+SaQTjtR+K0vK94Zg2VJ1u3+raq//hjjIwMf7MbHIxz++2+YKhOnTIcoIiIVAQKiERERETEX3SapKQcD8dnppDYMhjr0Of5cThUmhEbRVy342fXbE3eSt8JfdmYuJFmVZsx+7rZhQuH7HTM9R9i/vsyRuY+GoZkP+zU6I59+jtQuXXB+y4BkYFhhK1MIKVdtaJ1tGUL5v/+hzl+PEZmpr/ZrVQJ5447cB54AGrXLuJoRUTkVKGASERERERKxOFQyc4hUNqavJU+X/RhQ+IGmlVtxpzr5lC/cv2CXcDxYmz+Amvl8xhpW7MdciM64jS4FqfBtRBWxDpGxSyu20ii5kYxckQhl6Rt2uQLhj79FCMry9/shoYeCYZq1iym0YqIyKlCAZGIiIiI5Kikdi3blryNiyZdxIbEDTSt0pTZ180uWDjkuhjbp2OteBbjwOpsh5wGA7HbPA4R7Yp51OXAhg1Yr7yC8fnnGF6vv9kNC8MZMcIXDFWvXoYDFBGRikwBkYiIiIjkqCR2LdudtpsRE0f4w6E518+hQeUG+Xuz62LsmYv599OY+xdnO+TUuRi7/Uio0qlYx1surFuH9fLLGBMmYNi2v9kND8e56y6c++6DyMgyHGDF0qNHj7IegohIuWSW9QBEREREpGxER0fneswaOIheK//xFa8upj63H9jO0F+GsiFxA02qNGH2dbPzHQ4Z8X9hze+HJ/bibOGQU/08vD2jsc+fcfKFQ2vWYN1yC5727TE/+8wfDrkREdj//S/edetwnntO4VABlcSsOBGRk4FmEImIiIicgjrFRhG2KoEUKybHAtIkJdHLtMCxjz+Wh9xmHW0/sJ2LJl7E1oNbaRTRiNnXzaZhRMMTd5i0EmtFFOaOmdma3YiO2B2ex619ERhGgcZY7v37L9ZLL2FMmYLhOP5mt0oVnHvvxbn7bqhSpezGJyIiJyUFRCIiIiKnoLwKSAMQEcE826aX5dsS/vDOW5tbBBIZGFaga9mZKfSZ0Id1+9dRN6QuPw3+iUYRjfJ+08FNWCufw9g8AQPX3+yGNsNuH4XbYAAY5WcyfLEsW1q5EuvFFzG++grDPeqeq1XDue8+nDvvhIiIol/nFKMlZSIi+aOASEREROQUdKKt1u3Jk3Cio7EPzQY6buetF/vn6zp2ZgqJq74mPj2RhpUb8v5Z7+cdDqXvxvz3Jcz1YzHco3boCq6L0/a/OE1uBjMgX9cuTUVatvT3375gaPr07MFQZCTO/ff7gqHw8GIY5alJS8pERPKn/Pyzi4iIiIiUmrhuI7lwV7Ujy8siIpgXUinbDJVjf7A+0UyMTrFR/Fw7gU6xUQDYmQeJ/3cadnqib1nZkNnUC62X85uzkjBXPIPn+9ZY60b7wyE3oCp2hxfx9v8Hp9mwchkOFVpcHNaAAQSccQbmtGn+cMitUQP7xRfxrl2L89hjCodERKRUaAaRiIiISDlnDRwESUkQEYE9eVKx9Xt04GNPnsS8qCi6j8yhHtEhJ5qJcXjZmjfjALPWziLx32nYGUmYgeHMuW4ODcIbsHpX9m3p8aZirhuNuepVjKz9/mbXCsFpeS9OywchsEphbq98Sk/H+Osvrv/qKwJeeinbIbdmTZyHHsK5/XYIDS2jAYqIFF7mwYME6s+vCksBkYiIiEg50yk2ivjMFCIDw3wzfJKSwLR8H4tRQWcInYjruqQlrCVlx19ctfBdAMzAMKq2uZLGVRpjH7VFO44XY9N4rJUvYKTvONKHEYDT7HacNo9DcK0ijadc2LoVdu/GSE6GpEQ8kZEYWVm0PeoUt3ZtnIcfxhk6FEJCymyoIiKFkbZ/PysnTSLu44+JaNiQa6ZNK+shSSEpIBIREREphxqtzSSlXeleM7cZQmlZaXzx9xfM2zSP+pXr0zqyNW0rJ9IoM5QNwaksD0lm2Xe3k7BqBnZGIgBhgWE4kS0Jq3MGeIKz9Wfu/hnP349hJP/jb3MxcBtdh93uaQhtUmL3WOLi4zEnT8ZYsADjzz8xtm3L9VS3bl2cRx7BufVWqFSpFAcpIlI0ruuyJTaWZR9/zOqvv8abng7AnhUrSNm5k7A6dcp4hFIYCohEREREypnjCkKXkb0H9/L+4vf5YPEH7Evbl/3gacecHLcGAMMKpFKtTqwdMJNOv72IZZjYrm+rdiN5FU02303gyl+zvdWpexl2+5EQUcqJWHFxXYyFCzE/+ABj6lSMjIzcT23ZEvecc3AuuAB3wAAIDs71XBGR8ubAjh38/fnnxI0fz/7164877to2f3/xBec88kgZjE6KSgGRiIiIiGSTkJbAi7+8yIdLPyTd6/tX4UYRjbix440kpSexKn4Vq/6JZWtQOg0zgumYEkaHy2/n3d1LqRTRCNcKIDIk0t9fNScNc8l9eDZ8SJB7ZJmZU60rTqfXcKufU+r3WCwOHsSYPBlrzBiMpUuPO+yGheF27Yp79tl8vm4d173zDlTLedc4EZHyys7KYv0PPxD3ySes+/FH3KOXC+dgw88/KyCqoBQQiYiIiJQD0dHRxb4dd0H7zLQzGbN4DC/88gL7030Fo7vU6cIDZz3Ala2vxGMe+V9H66L+2KaJhQGOjf3Gs4z7+SHMo2YM1Q6oxC0bFnBr+BKspCOzatxK9bA7jMJtOAiMCrip7qpVmB9+iPn55xjH1IVyq1bFufFGnCFDoGNHsCwA1kRFKRwSkQolYe1a4j75hOVffMHBXbvyPNcMCKDlZZdx2i230Lh371IaoRQ3BUQiIiIiJ3B00FJSO4rFxMRkC3OKWjA6pz5z47ou3679lsfnPc66hHUAtK/Rnld6v8KFTS7EMIwc32eRvb2Gc5AOTgKtvHux/ryZZSm/YIRtAffQdaxQdkXeTNWzn8MKqmBbt2dlYcyc6QuGoqOPO+x06YIzfDjutdeq0LSIVFhZqamsmj6dZZ98wtYFC054fvU2beh0yy20v+46QmvUKIURSklSQCQiIiJyAtmClhLaUexY2YKdiAjm2Ta9Ds1GKYzjdkY7ZOmupTz686PM3zIfgFqhtRjZfSQ3dbwJy8zlenYGVDsAkakY1Q5A1QN4ZtZnRcaeI+dsOVJnyMXAbXwjmW2eYc+WA1T1VKAAZfduzDFjMD/6CGPnzmyH3OBg3IEDfcFQly5lNEARkaJxXZddS5cS98knrJw4kYzk5DzPDwgNpe2AAZx2663UPfPMXP8RQSoeBUQiIiIi5Zw9eRLzoqLoPrLwRavjM1OwDJP4zBQAdhzYwTPzn+Hz5Z/j4hLsCeb+M+/nkXMeIfzY2T12Bsb2GZg7v8dIXA4HVmNc6c1+Tg51mV3Dwq3ZE7vDKKjaGWwbWF3oeyhVGRmY776L+eKLGAcOZDvkNm+OM3w4zg03aNmYiFRYafv3s3LiROI++YTdcXEnPL/eWWfR6dZbaXPNNQSFV7BZoJIvCohERERE8tApNoqw2gnMiI3KNvOmol3jMNfO4vkFz/P6H6+TmpUKwOB2g3m+x/M0jGiY/eTkVZgbP8bc9DlGZnze/QZWZ4ETzL9WDVZYkbxx7iio3BasoJK6lZLhuhjffYf16KMY69YdaTZN3EsvxbnjDtyePcGsgLWTROSU5zoOm2Njifv4Y1Z9/TV2HrsuAlSqXp0O111Hp5tvpka7CrrTpOSbAiIRERE5peW29Oqw+MwUElsGYx+aeVNYJVGE+mjH1kayBg6il21jDRyEPXkS1QJCyVj6J1u9i3g+0zcj5tz65/Lqha/StW7XIx3ZaRjbpmNu+Ahz3y/HXcc1PBDeCrdKR9yIDnz2bRzX3/0/CK7NHQueJWxlAintqvlmDFU0//yD9cgjmHPm+Jtcw8C57TacJ5+E+vUL3XVx1JQSESmsAzt2sPyzz4gbP57EDRvyPtkwaNqnD51uuYWWl16KFRhYOoOUMqeASERERE5pxy69gpIJc46uY3RsKBXXbSRRc6MYOSJ/s4cOzzj66OeHjgRbx9ZGSkqil2mxNvAAX/32P6w137IxdSUAjSMa82KvF7m69dVHakckrfSFQpsnYGTtz3Y91wzErXclTtNbcSPPzTYraO3EKKhUB4C4biOJtqPp2a3kgrASkZCA+fzzmB98gHHU9s1Ot27Yr70Gp51W5EuUZDgoIpIT13XZNHcui0aPZt333+M6Tp7nV27YkE433UTHm24iomHDPM+Vk5MCIhEREZGjdIqNImxVAilWTIkt98oplMqL67qkkcbW5K2kZaWxK3EjZh0HN9nLDieTaf9OI6PmTtIsSDeyOPjb/0hqvZVpYbvYEJIMMb8DEOQG8WzvZ7mry10Ee4LBm4qx7StfMBT/+/HXDW+N0/Q2nEbXQVD1fI21QgUhXi/muHGYzz6LkZDgb3YbNcJ++WXcq64CFV8VkQom48AB/v78cxaNHk3CmjV5nuvfnv7WW2ncqxdmETZDkIpPAZGIiIhIOXDsEqTkjGSiN0Uze8NsZm+Yzeagzbz17ls5vnfwmlnQ+qiGmKegpu9Ty7Do1bgXV7W+iup7q3P52ZdDYhzmho8xt3yJkZV9NzbXDMZtcDVO06G+2UInaUBiREdjPfggxsqV/jY3JATn0UdxHngAKlUqw9GJiBRc/OrVLHr/ff7+/HMyjymuf6zqbdty2qHt6UOq5+8fAOTkp4BIRERE5CgFXe6VH8fWA8pJ9x7dWbprqS8QWj+b37f/jtfJvlNYgBlApYBKpDheDNODYXrA8HBWtRZUCqjE5nWbOa39aVQKqESIJ4SQpBAeufQRIkMiwZuCsWUK5tzzMBMWHnd9t3I7nKZDcRoNgcCqxXbv5c6GDViPPYb5zTfZmp3Bg7FHjSpSnSERkdLm2Dbrf/iBRaNHs/Hnn/M8NzAsjLYDBtDpllu0Pb3kSAGRiIiISEk7VA8Ix87W7GSlMXHlRGavn82cDXPYk7on2/Hm1ZrTr2k/+jbtS7eG3QgNDAWg/s8PYRm+XbRs1yH6wtcBiIqKYuSVRwVbadsxdh7ann73XAw7NVv/rlUJt8EA32yhameetLOFADhwAPOVVzDfegsjM9Pf7JxxBs4bb+Cec04ZDk5EpGDSEhKIGz+eJWPGkLhxY57nVm/ThjPuvJP2Q4Zoe3rJkwIiEREROeWU9I5iufHi8PvW30jZ9gdZSVvIOribm5aO8x8PDQilZ+Oe9Gvajz5N+9C0atMC9W/gYsT/hbHzO8ydP2AkLsvxPLdKJ99soYaDICCiKLdU/jkOxoQJWE89hbFzp7/ZrVULe9Qo3Ouv15b1IlJh7Fm+nEWjR7Ni4kS8aWm5nmeYJi0uuYQud91Fox49NFtI8kUBkYiIiJx0ThQAHb2jWE6OrgcUGRjm33GsMNfcmryVn2tv56dqCcytkkDS5z2yHe9YsyN9m/WlX9N+nFP/HAKtQmwnvH8J1tr3eKL1NDzzXs7xFDeoJk69y3Cb3IZb9fSTe7bQIcaff2I++CDmwiNL6tzAQJx778V5/HGoXLkMRycikj92VhZrZs5k0ejRbF2wIM9zK1Wrxmm33srpw4cT0ahRKY1QThYKiEREROSkc6IA6ESOfm9+dzI7fM10bzq/bP2F2et9xaX/2fcPtDxyXrVK1fCG1iIytRZW+w4sOrQ8rDAa2kk8lvorAT+/A0DYMf9n51Q9HbdOf9w6F+NWPQOMU2SmzPbtWE89hTlhQrZm59JLsV95BZo3L6OBiYjk38E9e1j20Ucs+fBDDmzfnue5tU47jS533UXbAQMIUJF9KSQFRCIiInJKy+8Mody4rsvahLUsMhdx+eTLidkcQ5r3yLR/0zA5KzGcfonV6ZtQlc6TF2CZlq9e0IWFK4Qd6aTxYPoibsxYTiDOkbF4wnBr9capczFu7YugUp1C9V9hZWZivvEG5iuvYBw86G9227TBfv113AsvLMPBiYjkz45Fi1j03nv8O3Uq9lE1045lejy0vuoqutx1F/XOPlvLyKTIFBCJiIjISS+vJWf5nSHkFxHBLDcdOyKZn368h9kbZrMxcSMEAOt9p9QNq0vfZn3p06QPvZv0psaV18GhItW2aRX+RrwHMde8zZ9JnxJOlr/ZDayO0/a/OE1vAyu48P1XZHv3Yg0ciPnLL/4mt2pVnKgonNtvB4/+t1dEyi9vRgarvvqKRaNHs2Ph8TtNHi20dm06Dx1K56FDCa9bt5RGKKcC/U0pIiIiJ7VOsVGErUogxYohrttI3t8Uzd8B+3l/UzQjGudvGZrruizfs9y3Bf2l8SzYvADHcGDJH74TDJPKVh2C67fkhwtfo32N9r4lZ22LqRC2k4W5cTzmP89jpO/i8B40qXj4NPRMhvaZCQGncD2dv//Gc9VVGJs3A+BaFs7w4ThPPw2RkWU8OBGR3B3Yvp0lH37I0o8+InXPnjzPrXf22XS5805aX3UVVmAh6tWJnIACIhERETmpxWemkNgyGDszBYARjXuyKysm3+HQh0s+5IUFL7Dr4K4jjQY0r9qcPk378GXyVoIjGmBagdiuQ4eaHY4LpQrNexBz06eYa97GOHhkG2PXsPgrviOn3ziDoWW8jOzogt5lwfj2W6ybbsJI8X1/3Tp1sKdOxT3zzDIdl4hIblzXZeuvv7LovfdYPWMGrm3neq4VFES7gQM54847qXP66aU4SjkVKSASERGRk0an2CjiM1NoVDuTGbFRRQtngM///py7f7wbgJCAEHo06kG/pv3459t/eGeErzD0tJ8fwjym+POxoVSBpe/BXDcac/0HGJkJ2Q459a7A7vA837z2JaeXgxpDRSkGXiSui/nqq5hPP43hugA4Z5yB/dVXUK9e2YxJRCQPWamprJw0iUWjR7Nn+fI8z63coAGn3347nW69ldAaNUpphHKqU0AkIiIiJ434zBQsw2RbUcKZQ+ZsmMPw74YDcP+Z9/N8j+cJ8gQBEH0gushjzXHmzYG1mGvextz0GYaTnu2QU6sPTtuncKufU+RrV3jp6Vh33IH55Zf+Jufaa7HHjoWQkDIcmIjI8RI3bmTJmDEs++QT0vfvz/PcRj16cMaIEbS89FJM1U6TUqbfcSIiInLSOLwjWaO1maS0q5breSdaFrV011IGTh+I1/EyuN1gXu79crZZQsUxa+boPoz4PzFXv46x/RsMXH+7a1i4DQZit3oAqnQq8jVPCrt2YV1zDeZff/mb7GefxXniCdAOPiJSTriuy6a5c1k0ejRrv/sOXDfXcwNCQmh/3XWcMWIENdu3L8VRimSngEhEREROGoeXlEUtiGLkiNyXl+UV8GxK3MTlky8nJTOFno16MvaSscctITtafkOp47gOxs7vMFe/gbnv1+yHPGE4TW7DaXkPhDTMf58nu6VL8Vx9Nca2bQC4ISHYn3yCe+WVZTwwERGfjAMH+PuLL1g8ejTxq1fneW7VZs0444476HjTTQRXqVI6AxTJgwIiEREROekcPUMoMjCMsJUJ+Qpv4lPjuWTSJew6uIsONTsw5eopBFp57xSTUyiV5zXtdIzNX2KteRPjQPYfHtzg2jgt7sZpejsEVjnheE8lxrRpWLfeipGWBoDboAHeadPgtNPKdmAiIkDy1q0sfO89lo0bR0Zycp7nNu3Xjy533kmzfv0wzNz/AUKktCkgEhERkZPO0TOE4rqNJGpu3jOKANKy0rjqq6tYk7CGBpUbMHPgTCKCIwp1/eOuGRFBrJlGtxbb8XzXAiNjd7bz3fDW2K0exG04GKygQl3zpOW6mKNGYT33nL/JOfts7KlToVatMhyYiAjsWrqUP996i3+nTsXxenM9L6hyZTredBOnDx9OZMuWpThCkfxTQCQiInISi46OLrtdpioQ27G58Zsb+X3b71QJrsLMgTOpF16wnbByrWt0cDPuE/U5f+2HmKRDxpFDTvULcFo9iFunP+SxjO2UlZqKNXQo5ldf+Zuc66/Hfv99CFKQJiJlw3VdNsyezZ9vvsmmefPyPLd6mzacceedtB8yhKDw8FIaoUjhKCASERE5CVkDB0FSEmZYGNYHY7AnTyrrIRWbwoReeRWldl2XB+c8yDdrviHQCmTaNdNoV6Ndgcd17JjqBO/G+vNGjK1TMVz7yPUwcetfgdPyQdzIMwt8nVPGjh1YV12FuWQJAK5h4Lz4Is6DD6oYtYiUCW9GBv9Mnsyfb77J3pUrcz/RMGh5ySWccdddNO7ZE0N/ZkkFoX+qEhERORklJYFp0Ss1zfd5BRIdnfsW8tbAQZjvjfYFYAWQV6D02h+v8f7i9zEwGH/ZeC5oeEGB+s7GdTF2zcGa3597mn+MuWWSPxxyzWDsZnfg7b8S+5xJCofysnQpnvPOOxIOhYVhT5+O89BDCodEpNSl7d/Pb6+8wnstWjBr6NBcw6GAkBDOGDGCEf/8wzXTptGkVy+FQyeBjz76iPPOO4+GDRvSsGFD+vbty5w5c7Kd89dff3HZZZdRr149GjZsyMUXX0zaoZp5APv372fYsGE0bNiQRo0acc8995CSklKo8WRmZrJ27Vq8eSxpLCzNIBIREZFyJSYmptSWxb3+x+v8N/q/ALx64atc0+aawnXkZGFsnYq1+g2MpOXZDrmBkTjNR+A0HwFBNYo6ZL+8ZkVVZMY332DddBNGaioAbqNGeL/+GrT1s4iUssSNG/nrnXeI++QTsg4ezPW80Fq16HLnnXS+/XZCIiNLcYRSGurWrUtUVBTNmjXDdV0mTpzIddddx/z582nTpg1//fUX11xzDQ888ACvvPIKHo+HFStWYB5VgHzYsGHs3r2b6dOnk5WVxd13383999/PuHHj8j2O1NRUHnvsMSZOnAjAokWLaNy4MY8++ih16tThgQceKPK9agaRiIiIlBudYqP4uXYCnWKjAN+MIeui/v4ZQ/bkScxr1zbbkrm8ZhzlxnVdnot9jifmPQHAE+c9wb1n3lvwAWcdwFzzNp4f2uD56+Zs4VCqWQe78//h/c96nHbPFGs4BHnPiqqQXBfz9dexBgzwh0POOefg/fVXhUMiUqp2LFzI10OG8H6bNix6991cw6HI1q25eMwY7lq7lvOeeELh0Emqf//+9O3bl2bNmtG8eXOefvppQkNDWbRoEQD//e9/GT58OA888ABt2rShRYsWXHnllQQdqpW3evVq5s6dy//93//RpUsXzjnnHF555RWmT5/Ozp078z2O5557jhUrVvDtt98SHBzsb+/Rowdff/11sdzrSTODyLbtbB9F5MT03IgUTkV4diwXwPW9cMv3WI8Wn5nC/pbBOJkp2LaNlZgElgmJSf57cF3X/3nA4OswbRvr5f/hRkSQNXHCCa/hui5PxjzJW3+9BcBz3Z7jkXMeKdjXKG0nnvWjsTaOw8hKzHbIqdoFb8sHMOteTpZh+RoryNe/pOX67GRm4rn3XqxPPz1y7qBBZL3/PgQH6+snp7yK8PdORec6Duu+/56/3nqLbb/+mue5Dbt358z77qPpUdvU63tT/uT23Liu7/+PkpOTsy0BDAoK8oc6efU5Y8YMUlNT6dq1K3v37mXRokVce+219O3bl02bNtGiRQueeuopzjnnHAAWLlxIREQEnTt39vfTo0cPTNNk8eLFXHLJJfm6n++++46PP/6Yrl27Zht369at2bRpU776OJGTJiDasGEDAOvWrSvjkYhUPHpuRAqnPD87bWwbXMf3wnFZvXp1kfu8avtnJNppVLEqMb3ejUXuLyderxfLMLFdh9WrV9OyUiViTYNujsuaQ/fQpk0b//20SUigm2ngBUhIOOF9Oq7DS8tfYurGqQA80uERLqt2Wb6/PqadTO097xO5/ytMNyvbsaSwbuytfhMHQ06HFAPWlN/fH2Xt6GfHSkyk8UMPEbx4sb9t5513smfYMNi8uSyGJ1Julee/dyoqOz2drbNmse6LL0jJ44dsw7Ko16cPzW+8kSpt2+IF1qxdW2rjlMI79rkxDINGjRrRvn37bHWAHnvsMR5//PEc+1i5ciX9+vUjPT2d0NBQPv/8c1q3bs3ChQsBePnll3n++efp0KEDkyZN4oorruC3336jWbNm7N69mxo1ss8i9ng8VK1ald27d+f7PuLj44/rB+BgHssfC+qkCYiaNm3K+vXrad68OZZllfVwRCoE27ZZt26dnhuRAqoIz47HsnwzbwBsh1atWhW5z5QdWQQGBJLiZhVLfznx7PBgGiaGe2jM06YSM3Ik3aOiOHzFo69dkPv0Ol5G/DCCqRunYmDw3kXvcUunW/I3MNfF3PIlASuexMjYc6TZCMBuOBi7xf0EVW5D/YLe8Cnm2GfHWLOGgNtuw1y/HgA3OJisDz+k6rXXUrWMxypSnlSEv3cqmtR9+1j64Ycs+eADUvfuzfW8wLAwOt5yC13uuouIRo1KcYRSVLk9N67rkpmZyYoVK46bQZSbFi1aEBsbS3JyMt988w133nkns2bNwnF8/xh38803c9111wHQsWNH5s+fzxdffEFUVFSx3c9pp53G7Nmzuf322wH8Y//8888588zi2fjipAmIDn/DLcvSH5oiBaTnRqRwyvWzY/j/AwbFNs7D/xtVkvd97DUMw8j9elUimGfb9EpJgSoRuZ6XZWdxy6xb+Orfr7AMi48u/Ygh7Yfkb0BJf2MtuQ9z3y/+Jtf6f/buOzyKqgvg8G9mNgUSktB76J0QIlWRDtIUkY6IiBQBEQQb8Akh9oYIShMQBZSOYAURAhFROqH3Lj2NhJCyM/P9sbCQkM6mct7nUcidO3PPkN1k9+y95+bHqDwco8oIyFdKijqmk6ZpWDZvRuvdGyU8HACzeHH0lStRGjYkhz6rhMh2Ofr3Ti4Revw426dNY99332GNiUm2n3upUjQYMQK/QYNw9fLKugCFwyV+3txZYubh4ZHmXeacnZ2pWLEiYEvU7Nmzh1mzZtkLQyf+gKpatWpcuHABgOLFi3MtURLSarUSFhZG8eLF03wfEyZMoGfPnhw5cgSr1cqsWbM4evQo27dv55dffknzdVIir2eEEEIIkWEZKRDtSPai1Wt/T1C4+l4x1hh6rurJisMrcFKdWNx1cdqSQ/GRqMFvYlnfMEFyyCj9DNb2+zHqfAD5SjnqVh4q2jffoD355N3kkI8P1r//xnTQJ6BCCHEv0zQ5v3UrK7p3Z1bt2uyePTvZ5FAxHx+emjePl48d49HXX5fkkEiSYRjExcXh7e1NyZIl71vGduLECcqWLQtAgwYNiIiIYO/evfbjQUFBGIZBvXr10jzmo48+SlBQELquU7NmTQIDAylSpAjr1q2jbt26jritvDODSAghhBBZL/GW9IGBgQ7fXetBtnM/eO0gr61/jY1nNuJqcWV5t+W0q9Qu5ZNME+X8MrTgt1BiLt5tdq+M7vcFZoknMhzPQ0/XKTl5Mk4LF9qbjI4d0RcuhAIFsjEwIUReZOg6x9asYduUKfy3bVuKfSu0bUvj0aMp37p1mmeViIdDQEAAbdq0oWzZskRGRrJixQq2bNnCypUrURSFV155hQ8//JDatWvj4+PD4sWLOX78ON/d3nihWrVqtG7dmlGjRvH5558THx/Pm2++SdeuXSlZsmS6YqlQoQJTp07NjNsEJEEkhBBCCAdKnDByhPRe70bsDZYdWsb84PnsuGgrHunm5MbqnqtpXq55yifHhqBt64965Q97k6m6YtR4C6Paa6C5pnCySNHVqzgNGUKx336zN+mjRmF89BHIkhkhhAPF3bzJvgUL2D51KuG3NzNKimqxUKt3bxqOGkVxX98sjFDkJtevX2fYsGFcuXIFDw8PatWqxcqVK+2vT4YNG0ZMTAzjx48nPDycWrVqsWrVKipUqGC/xpw5c3jjjTfo0qULiqLQuXNnPvroo3TF8ccff6BpGq1bt07QvmHDBgzDoG3btg98r5IgEkIIIUSaFHZ2x/1gKFG1CiV5XOvVm1a6jta+A3h6JrvkKzOYpsmW81uYHzyflYdXcst6CwCLaqFj5Y787/H/4VfCL+WLRJ3CsqUzSuQxe5NRsiO63xRwq5DCiSJFuo769deo/v53l5RpGsa0aRiDB2dvbEKIPCXq8mV2zpjBnq+/5lZoaLL9XDw98Rs0iPovv4xHGdleQKTsyy+/TLXP6NGj7fWIklKwYEHmzp37QHEEBAQkWfTaNE0CAgIkQSSEEEKIrBPcLAD/Df4EDAsAwDfIH/cSoawO8ie4WQBERNBK1UDVICIiS2K6GHmRrdpWas2qxYmwu+v/qxWuxgDfAfSt3Zfi7qkXgFRCd6Jt6WLfocx0KY5efyZmqSczLfaHgbJtG9orr6DcU3fB6uGBsXgxigNeyAohBMC1Q4fYPnUqB77/Hj0uLtl+Ht7eNBw5Et8BA3CRZa0ilzl16hTVq1e/r71q1aqcPn3aIWNIgkgIIYQQGRISF0V4VVf0uKgsHTdej+fXE7/ybfC3rD25FsNiQBi4O7vTo0YPBvgOoFHpRmmuIaFc/Bnt334oejQAZoHqWJv+BG7lM/Eu8rhr19Defht1/vwEzfpzz3F0wAAqPfaY7FQmhHggpmlyLiiIbVOmcOKepatJKeHnR6MxY6jRrRuqRd4Ci9zJw8ODM2fO4O3tnaD91KlT5M+f3yFjyLNDCCGEEDlGSsvYTNNk+s7pfPT3R1yNvmpvL2OUwf8pf7rV6Ia7s3u6xlNPzELd8yoKBgBG0Wbojy0H54IPdiMPK11HnTcPdcIElLAwe7Pp44M+bRrWxo2xHj2ajQEKIXI7w2rlyKpV/Pv551zevTvFvpU7dqTR6NF4N2smhadFrtehQwfGjRvHokWL7PWNTp06xdtvv02HDh0cMoYkiIQQQgiRIanVJMqIxMvY7rh68yqDfxnM7yd/B6C4W3Ge83mOF3xf4IdpP9Dft3/6BjIN1P3j0Y5+bm8yyvZEbzAPNJcHvo+HjmmiBAai/u9/qLt23W328MCYNAlj6FCwWEDXszFIIURuFnfzJvu++85WeDqF5TSaszO1+/al4ahRFK1ZMwsjFCJzBQQE0KNHDxo2bEipUqUAuHjxIo8++ijvvvuuQ8aQBJEQQggh0uzeLeeTS+Y42obTGxjw0wAu37yMi+bCx60/ZrDfYJw0p4xdUI9B2zEQ9fzyu03V38Co/S4oqoOifkiYJsq6dagffID6778JDhl9+6J/+CGUKJFNwQkh8oKb166xa8YMds2axa2QkGT75StUiEdeeol6w4bhLj93RB7k6enJunXrCAwM5MCBA7i6ulKrVi2aNGnisDEkQSSEEEKINHP0FvZJuZOEitfjmRQ0ic/++QwTkxpFarCoyyJ8ivkk2T9N4kLR/u6Oen0LACYqxiPTMCoNcUzwDwvDQPn5Z9QPP0RNtMTDrFULfdo0zKZNsyk4IUReEHriBNunTmXfd99hjYlJtp9XxYo0HDWKOs8/j7ObWxZGKETWUxSFVq1a0apVq0y5viSIhBBCCJGswMDALEkK3atly5acCjtFvzX92HFxBwCD/QbzaZtPye90fxHGNMd38zSWv56yb2NvavnRG3+PWaqTw2LP83QdZeVKtI8+QjlwIMEhs1Yt9HHjMLt1A01KUAshMubijh38O3kyR378EUwz2X4l69en8ZgxVHvmGVT5mSPyqNmzZ9O/f39cXV2ZPXt2in1feumlBx5PEkRCCCGESNamTZsyPUGUOAm15OASXv79ZSLjIvFy9WJmh5l0q9HtgcZQQnehbXn6nm3si6E/vgazUL0Huu5Dw2pFWbIE7eOPURIVmTbr1kUfPx6zc2dQZYmeECL9TMPgxO+/8+/nn3P+r79S7FupQwcajxkjhafFQ2HGjBn06NEDV1dXZsyYkWw/RVEkQSSEEEKI7JWu5V3JuJOEioqLYvQfo/lu33cAPFbmMb57+jvKeZZ7oOsrF39F+7fvPdvYV7u9jX2FB449z4uLQ1m0CO2TT1BOnUpwyGjUCGP8eMz27UHepAkhMsAaG8vBJUvY9vnnXD98ONl+qpMTtXr3ptHo0RSrXTsLIxQiewUHByf598wiCSIhhBBCJMk3yB/3EqGsDvInuFnShajTMrsoLcvU9lzew3Orn+N46HFURWVck3H87/H/YVEf7KWKcn452r/97m5jX+Rx9CYrwNlxO6/lSTExqPPno372Gcr58wkOGU2b2hJDrVpJYkgIkSExERHsmTOHHV99RdTFi8n2cy5QAL/Bg2kwYgQeZcpkYYRC5Czx8fE0bNiQJUuWUK1atUwbRxJEQgghhEhSSFwU4VVd0eOiMnwN3yB/3I+EEqVtsieZ7k0YmabJDm0Hk7+bTJweR+kCpfmu83c0K9fswW8g+hzazmF3k0Nle9zext71wa+dV928iTp3Lurnn6NcupTgkNGmDca4cVJ8WgiRYTcuXGDHV1+xZ84c4iIjk+3nXqoUDV95hbqDBuHq6ZmFEQqRMzk5OREbG5vp40iCSAghhHiIZXYR6sRJJq1Xb0zdyr7vPmbT8I5M3D6VaMt50OGpqk/xdcevKZy/8IMPbBpoOwajWG8AYJTthd7oO9nGPjk3bqDOmoU6dSrKtWsJDhkdO9pmDDVsmE3BCSFyu6sHDrBtyhQOLl6MYbUm269IzZo0HjOGWr17ozk7Z2GEQuR8AwcOZOrUqUybNg2LJXNSOZIgEkLkSdmx85IQuVFWFKG+Y/el3XxS6i82FAwjwmKFPzcCoKBRrFJrVnRb4bCCo+qJmahXAwEw85VBf+RLSQ4lJSwM9auvUL/6CiUsLMEho0sX9HHjwM8vm4ITQuRmpmlydvNmtn3+OSfXrk2xr3ezZjQeM4ZK7dujSLF7IZK0Z88egoKCCAwMpGbNmuTPn3Bn14ULFz7wGJIgEkLkSVn5plcIkTJrTAQ3zm+l8fYvoaitzcOq0aTaEzT1bsrZtWf5steXjhsw8hjq/vH2L/UGX4Ozl+Ounxdcv446dSrqzJkoN27Ym01VxezRA/2tt0AKwQohMsCwWjny449s+/xzLu3alWw/RVWp1qULjV97jVINGmRhhELkTp6enjz11FOZOoYkiIQQQoiHVFJFqB05++7azWtEng3i1tX9YBooKDx7pTivXCqH3438KBPXAOC/1t8h4wFgWNG2v4ii3wJArzQUs3gbx10/t7t8GXXKFNTZs1Gio+3NpqZhPvusLTFUtWo2BiiEyK3io6MJ/u47tk+dSniiXQ/vZXF1pc4LL9Bo1CgKVqqUhREKkTsZhsG0adM4ceIE8fHxNG3alLFjx5IvXz6HjyUJIiGEEELYOWL23U3VyhdlzvDpzOrcirMVIXX28GZLjxXU6z8OVA3Q0R0Qb2Lq0c9QQ7cDYLpXxqjzYSaMkssYBsqOHSjff486fz7KPUUuTScnjP79MV5/HSpWzMYghRC51c1r19g1cya7Zs7kVkhIsv3yFS5MvWHDqDdsGG5Fi2ZhhELkbpMnT+ajjz6iRYsWuLq68vXXXxMSEsJXX33l8LEkQSSEyHPSsjW3EAKCmwXgv8GfgGGOeZ7onh7MzX+Id7xPc9klDuLAkr8oHt6PY/EoQ93idR0yTrLCg1EPvguAiWrbsczilrlj5lSGgfLvvyirVqGuWoVy4UKCw6aLC8bAgRivvQZly2ZTkEKI3Czs5Em2TZ3Kvm+/xRoTk2w/r4oVaThqFL79++OUqGaKECJ1S5Ys4bPPPmPAgAGA7cO8Xr16MW3aNFQH1+ySBJEQIs9xxNbcQoj0MUyD/n2cWXroKAAVvCoQ0DyA1y5ux6Jq6KaRuQHosVi2v4hixtviqTYGs8ijmTtmTqPrKFu32pJCP/6IcvHifV3M/PkxXnoJ49VXoWTJrI9RCJGrxUdHc2zNGvYtWsSZDRswjeR/tpesV49GY8ZQ/ZlnUDNpxyUhHgYXLlygbdu29q9btGiBoihcunSJ0qVLO3QseaYKIYQQArBtQd9K19F69UZfuiTN55mmyeg/RrP00FIsqoWPWn3E0HpDcdac+TDkMO4HQ4mqVSgTIwf10LsoEftt8XjWxqjlwLpGOZnVirJliy0ptHo1yuXL93UxnZww27TB6NoVs3NnKFgwGwIVQuRWpmly/u+/2b9wIYdXrCAuMjLF/pU6dKDxmDF4N2vmsJ0phXiYWa1WXF1dE7Q5OTlhtVodPpYkiIQQQoiHSIpFqCMiaKVqYNiqAxV2dk9Tcufdv95l5q6ZKCh889Q39K7V237svmVsnp4QEWH700GUkH9Rj3wGgKk4YW34DWguDrt+TqTs3Ikyf74tKXTt2n3HTWdnzLZtbUmhJ5+UpJAQIt3CTp1i/6JFHPj+e8JPn06xr+rkRK3evWk0ejTFZAdEIRzKNE2GDx+Oi8vd1zYxMTGMGTMmwVb3ss29EEKkkSN3ZhIiN0tchLpFixbJ9k1LjaLpO6bz3pb3AJjabmqC5FBS0jMzKU2sN227lmFb5mDUehu86jp2jJzCNFHWrUOdPBl18+b7D7u4YLZrZ0sKderk0CScEOLhEHvjBodXrmT/woWc37Il1f4uHh7UHTSIBiNG4FGmTBZEKMTDp0+fPve19ezZM1PGkgSREOKh4IidmYTIi1J7XqSUQFp1ZBWj148GYGLTiQytNzRDMaQ0RmrU/f9DiToBgFGoIUa1NzJ8rRwrLg5l6VK0zz9HOXgwwSEzXz7M9u1tSaGOHaFAgWwKUgiRWxm6zpmNG9m/cCFH16zBeutWyicoChXatKHOc89R9emnpfC0EJls+vTpWTaWJIiEEHleRuuqCJGr3V7KtdHdnVaaluHLJJdAitPjeONPWzJmWL1h/O/x/zl8jNQoVzainZgBgKnlQ284D9Q89NImMhJ13jzUadPu34WsShX00aMxe/cGd/dsClAIkZtdP3yY/QsXcmDxYiL/+y/V/oWrV6dOv37UfvZZCji4MK4QImfIQ6+ihBAiGYnqqgjxMLiTDDUCA9FvJ2B8g/xxLxHK6iB/gps92Nb2iw8s5vyN85RwK8HHrT9OsRDpg8wQSlZ8BNqOwfYvDZ/3oUA1x4+THS5dQv3qK9Svv0aJiEhwyGjUCOO11zCfegoeIPEnhHg4RYeEcGjpUvYvWsSlnTtT7Z+vUCFq9uqFT79+lKxXT4pOC5HHSYJICCFEjiM1oxzn3n/HkLgowqu6osdFPdA1dUPnk38+AeDVRq/ianFNsX9mfC+1PWNQbp0HwCjaAqPycIePkeWOHkWbMgVl0SKUuLgEh4xOnTBefx3zscdA3qAJIdJBj4/n5O+/s2/hQk789htGfHyK/VWLhUrt2+PTrx+VO3bE4pK3i/4LIe6SBJEQQogcR2pGZY607kqWmh+P/sjx0OMUdC3IYL/BqZ/gYMp/P6Gete3UYVoKoDeYA4qa5XE4zKFDaJMmoaxZg2Ka9mbTyQmzb1/00aOhRo1sDFAIkduYpsmVvXvZt3AhB5cs4db166meU8LPD59+/ajZqxduRYtmQZRCiJxGEkRCiDzHUW+ChchrUt2VzNOTjbqeYs0i0zT56O+PAHi5/ssUcMniosix19B23Z0tpNf9HNzKZW0MjnLxIto776B8+y2KYdibTQ8PjCFDMEaMgFKlsjFAIURuE3XpEgcWL2b/woVcS1TUPiluJUpQ+9ln8XnuOdmeXgghCSIhRN6Tlq25hRD305cuYaO/P80Dkn/urD25ln1X9+Hm5MaIBiOyMDrANNF2vYwSexUAo2QnzPLPZ20MjhARgfrZZ7bi0/fsFmSWLIkxahTGoEHg4ZGNAQohcpP4W7c49tNPHPj+e0798QfmPQnnpGguLlTt3Jk6/fpRoU0bVIu8JRRC2MhPAyGEEEKkiWmafLTVNnvopUdeolC+rJ2lp5z7AfW/1bZYnAuj15+Zu+rxxMWhzp6N+sEHKCEh9mbTwwPjjTcwXnkFZLtoIUQamKbJhX/+Yf/ChRxesYLYRAXtk1Lm0Ufx6dePGt274+rllflBCiFyHUkQCSGEyFGS2mlLilbnDH+d+4t/LvyDi+bCqEajsnbw6Atoe161f6nX+wpcS2RtDBllGCjLl6NNnIhy+rS92XRywhg2DGPsWChSJBsDFELkFhFnz3Jo8WL2f/89YSdOpNrfs1w5avfti89zz1GocuUsiFAIkZtJgkgIIUSOkninLa1Xb1RdR5s12751u7DJ6sTZp/98CsALvi9Q0r1klo2LaaLtfAkl3vYJueHdG7NMt6wb/wEogYGo48ah7t6doN3o3Rs9IAAqVMimyIQQuUVsZCSHVqxgx5w5XE/D1vTO7u5U79oVn3798G7aFEXNxUX8hRBZShJEQog8qUWLFtkdgnCUiAhaqRoYur1JZhTZZOVub6fCTrHu1DrAtrV9VlJPfY16ZT0ApmspdL+pWTp+huzbh/a//6GuW5eg2WjVCv3DD8HPL5sCE0LkBoauc3bTJvYvXMjR1auJj45O+QRFoXzLlvg89xzVnnkGZze3rAlUCJGnSIJICJEnSfIgb8vKxEhukpmJs3l75wHQtkJbKhWslCljJCnqBGrwW/Yv9Qazwblg1o2fXufO2bas//77hFvW16mD/sEHmG3b5q66SUKILBVy9Cj7Fy5k/w8/EHnhQqr9C1WtSp1+/aj97LN4lC2bBREKIfIySRAJIXI93yB/QuKiKOzsbq9ZI8TDyBGJs6Rm38XpcXwX/B0Ag/wGPdD108XU0bYPQtFtn5zrFQdjlmiXdeOnR1gY6scfo06fjhIba282vb3RJ03CfPZZkGUeQogk3AoL49CyZexfuJCL27en2t+1YEFq9uyJT79+lGrQAEWSzkIIB5EEkRAi1wuJi0JTVEJu16wRQmRcUgmmn4/9zNXoq5RwK8GTVZ7MsljUo1NQQ7YCYLpVxPD9OMvGTrOYGNTp01E//hglPNzebBYsiDF2LMawYeDqmn3xCSFypDu7kO2ZM4cjK1dijYlJsb+iaRRr0oTGL71Etc6dsbi4ZFGkQoiHiSSIhBBC5Cpar9600nW0Xr2TLVotNYoca+6euQD09+2Pk+aUNYNG7Ec9OAkAEwW9wVywuGfN2Gmh6yg//GBbTnb+vL3ZdHHBGDEC4803oWAOXgonhMgWMeHh7P/+e/bOncu1gwdT7V+sTh3q9OtH9R49uBAeTrVq1dA0LQsiFUI8jCRBJIQQIndJomh1YlKjKHnpLeB+MuwkG85sQEFhYN2BmRNUYkYclu0vohhxti+rjsYs+njWjJ0a00T54w+08eNR9u+/26womM89h+7vD97e2RigECKnMU2Tizt2sGfOHA4tW4b11q0U+7sVL06tPn3w6duX4r6+AOi6DvfMUhRCiMwgCSIhhBA5m6cnG3WdVvKJaQK+Qf64lwhldZA/wc0C7F/P+/O1FOtxpTdxdqc49RMVn6C8V/kHDTtN1EPvo4QHA2B61MSoPSlLxk3V7t1o48ahBgYmaDbat0d/7z2oUyebAhNC5ESxN25wYPFi9syZw9V9+1Lsqzo5UfWpp6jz/PNUfOIJVIu8TRNCZD35ySOEyJVkCdHDQ1+6hI3+/jQPkALk9wqJiyK8qit6JtbeitPjWBC8AICBflkze0gJ3YF65BMATMWCteF80LK5hs/p02gTJqAuW5ag2ahXD+PDDzHTOStLCJG3Xdq1iz1z5nBw6VLib95MsW/BSpWoO3AgdZ5/HrdixbIoQiGESJokiIQQuZIsIcq7Cju7434wlKhahbI7lFwluFkA/hv8CRjmuETaT8d+4mr0VUq6l6RT5U4Ou26yrFFo2wegmLblg0bN8VDQL/PHTY5ponzzDdprr6FER99trlgR/Z13MLt3l53JhBAAxEZGcmjpUvbMmcPlPXtS7KtaLFTt3Bm/wYMp37IlivwcEULkEJIgEkLkCjJj6OGRGYkOyHuPoaxIpNmLU9fJguLUeiza3z1QIo8BYBSsh1H9rcwdMyXXr6MNHYr600/2JrNIEYzx4zGGDAFn5+yLTQiRY1zes4c9c+dycPFi4qJSntHpWb48fgMHUqd/f9xLlMiiCIUQIu0kQSSEyPF8g/xxPxJKlLaJ4GYBadrFSuRuiQspp6ewcnKPj7w26yyzEml3nAg9wcYzG23FqTN7eZlhRdv2HOrVDQCYTp7oDeeDmkU7piWi/Pkn2sCBKJcu2dv0QYMwPvoIPDyyJSYhRM4Rd/Mmh5YtY8+cOVzauTPFvoqmUeXJJ3lk8GAqtGkjs4WEEDmaJIiEEDnefbVWEu1iJUuS8p7EiZx0JXYSPT60Xr1tbe7ueS6pmN4dydLjTnHqdpXaUc6zXKaNg2mg7RyM+t8a25dafvTHfwKP6pk3ZnJiY1EnTED74ou74RUujD57NmbnzlkfjxAiR7m6bx+7587l4A8/EHvjRop9Pby9qfvii/i+8AIFSpXKogiFEOLBSIJICJEjpWc5UGbPpBC5XEQEqBqtom/Zk0Z5RWbNiIrT41iw73Zx6szc2t40UfeOQT37ve1L1Rm9yQrMIo9m3pjJOXgQy/PPJ9i63mjbFn3uXChZMuvjEULkCPHR0RxesYI9c+bw37ZtKfZVVJXKHTviN3iwbScy2X1TCJHLSIJICJEj5bXlQELkJmuOruFa9DVKuZeiU5XMKU6thO6yJYdC/gHAVDT0xoswi7fJlPGSZZqoM2agjhuHEhNja3J2xvjgA4wRI6QItRAPqWuHDrFn7lwOLFpETHh4in0LlC6N74AB1B0wAI+yZbMmQCGEyASSIBJC5Hj3LSHz9GSjrtPqnk/mMnOpjchhkvj+57UC1MnJqvu8U5z6Bd8XsKgOfqkQcxlt/wTUM98laNbrf41Zuotjx0rNlStogwejrl1rbzJr1cL63XdQp07WxiKEyHbWmBiOrFzJ7rlzufD33yl3VhQqtW+P36BBVO7QAdUib6uEELmf/CQTQuR4iZeQ6UuXYAQGot/zRvlhSA4IG33pEjb6+9M8wPZ4SFzEPC9LbWadIxKlx0OPE3g2EAWFAXUHPPD17PRY1ONfoh7+EMUaaW82C1RFrzsFs0Rbx42VBsqvv6INGYJy7drdEEeMwHj/fciXL0tjEUJkr+tHjrB33jz2L1zIrdDQFPu6lyyJ7wsvUPfFF/Esl4n12YQQIhtIgkgIkStJQihveZCZMfcVMU9ihtHDwhHPizvFqdtXau+Y4tSmiXLpF7S9b6LcPHm32ckTo+YEjMrDsna3suho1LFj0WbNuhtL8eLoc+ditmuXdXEIIbKVNTaWoz/+yJ65czkXFJRyZ0WhYtu2ttlCnTqhOWXPDotCCJHZJEEkhMhxlOUrKH32LMryFZg9ujvsupedYll/4AcCzwRy+Pph3nzsTTpXlZ2JcoL01pxKaaZMUjPM0ss0TQAURcnwNXKjWGssC4JvF6d2xNb2Nw6h7X0D9cp6e5OJglFxIEbtAHAp+uBjpMfevbZC1EeO2JuMTp3Qv/4aimZxLEKIbBF6/Dh75s1j34IF3Lp+PcW+bsWL49u/P3UHDsSrQoUsilAIIbKPJIiEEDmO2aM7/x3YnyA5lNGlM1bDyuyS55lV6j8Out2En7bYj3Vf0Z2A5gGMfWzsQ5cIyEl8g/xxLxHK6iD/NC8RSy2ZlNrxeD2eFX+soFTNUpy7cY5zEbb/zt84z9mIs5y/cR6AEm4lKOZWjOLuxXm87OOMajgKVcm7RYtXH13N9VvXKV2gNB0rd8z4heJCUQ++i3pyFop5d+c4o0hTdL/J4FX3wYNND8NA/eIL1AkTUOLjATDz5cP47DOMQYNAnv9C5Gl6XBxH16xhz9y5nA0MTLV/+Vat8Bs0iKqdO6M5O2dBhEIIkTNIgkgIkSOktsQoI0tn/r3wL6+se4XgKscAUEzwLVGXVuVbcej0IdZeXYv/Zn8OXjvInE5zyOckdUeyw31LxDKRiclXO75iwqYJ3Iy/CXtS7n8m4gxnIs4A8POxnzkddpqp7aZmepzZ5c7ysgwXpzasqKfnoR6YhBIXYm8285dD9/0Is3TXrE/GnD2LNmQI6j1vCs26dbEuWADVq2dtLEKILBV26hR7584leMECoq9eTbFvviJF8H3+eeoOGkShypWzKEIhhMhZJEEkhMhWvkH+hMRFUe54nMOKDF+Pvs74wPF8G/wtAF7xFgLOVabPlWJ4/fInAP7+/jz19FOM+mMUyw4t40ToCeY8OQefYj4PPL7Ima46xfJi5QP8vn4jAJqpUaFwBcp5lKOsZ1m8Pbzx9vTG28Obsp5lUVC4evMqV25eYf/V/bz717vM2j0LD1cPAprmvWLYx0KOsensJlRFZYBv+otTK1cD0fa+hhJxwN5mavkwqr+JUW0MaFmcgI2LQ50yBfWDD1Bu3bLFoygYY8ZgBASAzAoQIk/S4+M5/vPP7Jk7l9N//plqf+/mzfEbNIhqXbpgcXHJggiFECLnkgSRECJbhcRFoSkqFxw0g8RqWOmwuAPBV4IB6F+nPx/NPkUxPR8YOvo9fQc/MphqhavRa1Uvdl/eTb259ahbvC7P+TxHr5q9KO5e/IHjETnDOq/rDKh6gCvOcbhoLnzc+mMu/3yZd4a+k+J5FQtWBKDrxMWUzFeNYVWP8MnWTyjgVICnCj6VFaFnmXuLU3t7eqf9xJun0YLfQv1vdYJmw7s3us/7kL+sA6NMG2XjRrSRI1GOHbO3maVLo8+fj+mAnd6EEDlP+Jkz7J03j+DvvuPm5csp9s1XqBA+zz+P38CBFK5WLYsiFEKInC/vFlIQQjyU5u2ZR/CVYAq6FmRTv03MeXIOxeKTnynQrFwztg7YSpdqXXBSndh7ZS+v//k65b8sz/8C/2cvViwyT2Fnd8oci6Gws7tDrmc1rPx+4nfe3/I+PVb0oFLDv+lYezdXnOOoddONrQO2Mrz+cBQSLnUKTKUuReWoanx8sTYAEzZPYNnpZQ6JNyeItcayYJ+tOPUgv0FpO8k0UA9/iGVtnQTJIaPgI1hbbkJvtCDrk0MXL6I99xyW9u3tySFTVdFfeQXr3r2SHBIijzGsVo799BNLO3dmRrVqbP344xSTQ2Uff5zO337LK2fO0OaTTyQ5JIQQicgMIiFEnhF2K4xJQZMA8G/mz2NlH0vTeRW8KrCs2zJCokNYfng5i/YvYvvF7Xz6z6cUdC3I64++nnlBC4KbBeC/wZ+AYQ++bCs6Ppqnlz7N5nOb7za62upPDbtUlk9OVcI5mWWEiXdSu7culr50CRv9/QkIWE7opgl8vPVjPgz+kMplK/NcneceOO7s9uPRHwm5FULpAqVpX6l96ifE30Db/gLqxV/sTaZLcXSf9zDL94OsLuRttaLOmIEaEIASGWlvNho3Rp82DerWzdp4hBCZKvbGDYK//ZYdX31FxJkzKfZ19fLCp18/6g4cSNGaNbMmQCGEyKUkQSSEyJEysmvZe1veI+RWCDWK1GDII0PSfX7h/IUZWm8oQ+sNZdr2abz+5+uMDxxPaY/S9KnVJ93XE1nLNKx0Xd6Vzec24+7sTueqnalbvC6PfL6YutFeFNSd7ltmmJLECaM73mn+DhExEczaPYvBvw7Gw9WDzlU7O/Zmsti8PbblZQN8B6RenDryGJa/u6FEHgXARMWo9ipGjfHg5JHZod5H2boV7ZVXUPbvt7eZhQujf/ABZv/+oMpkaSHyiohz59g5fTp7580j9saNFPuWbtwYv0GDqNGjB075ZBMKIYRIC0kQCSFypPTuWnb4+mFm7poJwOS2k1N8k6v16k0rXUdr3wE8PdGXLrmvz8iGIzl/4zxTt09l0M+DKOlWkhblW6QrJpF2GUkI3ss0rEQc+5WNN87h7uzOr71/5dEyjwKgRawDVXNAlDaKojC5zWQuXLvAL+d/4dkfn+Wnnj/RqkIrh42RlY6GHGXzuc224tR1Uy5OrVz6De3f51GstjdmplNB9MaLMEu0zYpQE7p2DW38eNTvvkvQbAwciP7ee1C4cNbHJITIFBd37GDbF19wZNUqTD35NL+Lhwe1+/bFb9AgivnIphNCCJFe8rGaECJPePPPN7EaVjpV6USbCm1S7hwRQavoW7akQUREst0+bv0x3ap3I96Ip/vK7uy/uj/ZvuLBpDcheC/T0Ak79gtxN87h5uTGz71+tieHMso3yJ8/S4TiG+Sf5HFVUZnkN4nOVTsTp8fRbUU3/r3w7wONmV3uzB5qX6k9ZT2SqRlkmqiHP0Lb8szd5JBHLaxttmZ9csgwUOfMwVK7doLkkFm3Lta//kKfOVOSQ0LkAYauc3T1aha0bMm3TZpwePnyZJNDJR55hE5ff80rZ8/SbupUSQ4JIUQGyQwiIUSu9/uJ31l3ah1OqhOftP7EYddVFZX5nedzOeoyf1/4m6eXPk1Q/yDKeJRx2BjiwcTpcUSc+J24iLOgWljTcw1NyjZ54OuGxEURnsrOehbVwoKnFtB9VXf+PP0nnZd1Zkv/LVQtXPWBx88qMdYYFu5fCMBgv8FJd7JGoe0YhHphlb3JKN0FveE3YHFMYfE0iYxE/eEH1JkzUQ4dsjebHh4Y77yD8dJLoDluppgQInvERUUR/N137PjyS8JPnUq+o6JQtXNnGr36KmUeewxFUZLvK4QQIk1kBpEQIlcLuxXGmPVjAHilwStUKVTl/k6enmzMnw88PdN9fVeLKyt7rKRa4WpciLxA56WdiYhJftaRSJvUdgxLi3g9nr4/9iUu/DQoGl5VnqRZuWYOiC7tXCwuLO+2nMalGxMeE86rf7yaq3a+u1OcukyBMrSr1O7+DlEnsWxoak8OmSjotQPQH12adcmhAwdQR47EUq6crdbQPckh49lnsR44gDF8uCSHhMjlbly4wMZx4/iqYkXWjx6dbHLIyc2N+i+/zNCDB+m+fDllmzSR5JAQQjiIJIiEELlWvB5Pnx/7cDLsJGUKlGFck3FJ9tOXLmFjrZpJ1hpKi0L5CvFzr58p4VaCA9cO0GtVL+L0uAcJ/aHlG+RPmT9f4+0jq5JdvpUWVsNKvzX9WHNsDYqiUdWtHSWL1nBgpGnn5uzG/M7zcdFc+PP0n6w5tiZTxklt2VtGzN09F4ABde8pTm3EoVz8Ge2fPljW+aHcOAiAafFAb7IKo8Y4yOw3Y3FxKMuWobVujdMjj6DNmoUSdXc2l/HYY1jXr0f/9lsoUSJzYxFCZKpLu3ez5vnnmVG1Kv9OnkxMeHiS/dxLlaLl++8z4tQpnpgyhUKVK2dtoEKIh9a8efNo0qQJ3t7eeHt788QTT7B+/fr7+pmmSffu3SlYsCC//vprgmPnz5+nZ8+elCpViipVqjBhwgSsVmtW3UKaSYJICJGtCju7o5sGZY7FUNg57TMSTNNk1LpRbDyzETcnN1b1XIWna/pnCKVVea/yrOm1Bndndzae2ciQX4fkqpkiOUVIXBSaonKhqishKSzfSonVsPLCTy+w6sgqnDVnVvdYRbcQX4KbBaT5GsryFZQ+exZl+QrgduHyg4fQevXOUEyVClZiTGPbTLY3/nyD6PjoDF0nJSFxUQ/075bYketH+Ov8X7bi1HVeQLm+FXX3K1h+9sbydzfUCytRjBgAzAJVsbb5G7NUJ4eMnazz51H9/bFUqoTluedQ//rLfsh0c0MfPJj4HTvQN23CbN48c2MRQmQa0zA49vPPLGrThvmNG3NwyRKMZN4oFa9bl87ffsvLx47x6BtvkK9gwSyOVgjxsCtVqhT+/v4EBgayceNGmjZtSt++fTl8+HCCfjNnzkxyRqOu6/Tq1Yv4+HjWrVvHjBkzWLx4MR988EFW3UKaSQ0iIUS2uvOm3v8vfwKGpf0N/pc7vmTu3rkoKCx4egF1i9fNpAjv8ivhx5KuS3h66dP8cOAHynqU5d0W72b6uCKh4b8PZ9mhZTipTizpuoQOlTvg2sI1Xdcwe3TnvwP7MXt0tzVERNBK1cCwFUAt7OyO+8FQomoVsp+TeKe1g8HbqFHwP9TQf1Cub+XdW5eoUtqdeSFnmbz1UyY0d9xMn8wwb+88qjnBpPIVKf93G5Sbp+/rY7oUxfB+FqPW2+CUSQlYw0AJDLTVFvrlFxTDSBhD9eoYQ4di9O2boWWiQoicI+7mTfYvXMiOadMIPXEixb5VOnWi4ejReDdtKkvIhBDZqkOHDgm+njBhAt988w07d+6kRg3bDPb9+/czffp0Nm7cSPXq1RP037hxI0ePHmX16tUUK1YMHx8fxo8fz6RJkxg7dizOzs5Zdi+pyTMJIv32rgZ6CltfCiESyo7njd+WAELjb1LIyY09j999A92sWbM0x/Hbid944883APig5Qd0rNQx1XNN07T30UyA27N/zPTdf+tyrZnRfgYv/f4SH2/9mNLupZMv7ivuU8jJjdD4m5Q7HkdkzYLpfuytOrKKb4O/RVM0Fj69kA4VO6DreoqPn+S+3/c+JlQPTwJ1nZaahq7r7G4ykYA/A/AfMtHep1nDqpjnVqCGbMXp+lZ6aXvQtiScRTYgv+2/Cxff58a/F3Gv9CJmwXoOW5J1Z7QHes7GXMY8u5gXrnzFF+UBTsDNe8bQ8mGUfArduw9GsdagOt0ZNONjJiUsDG3RIrQ5c1CPH09wyNQ0jM6d0YcOxWja9O6/n/yOz/Xk9drDKfLiRXbPmsXeuXOJCQtLtp8lXz58+vWj/ogRFKpiqyloJEoaP6zkuSNE+iX3vLmzCuDGjRsJEtAuLi64uLikes3Vq1cTHR1NgwYNAIiOjmbw4MF8+umnFC9e/L5zduzYQc2aNSlWrJi9rXXr1rz22mscOXKEOnXqZOwGM0GeSRCdul3I7kQqn0YIIe6Xlc+bq7ci0BSVq9YIjh49am8vWbJkgq+Ts/v6bl7+52VMTLqW60p7j/ZpOi8uLs7er4aug3n7Badhpun8ezVyacSw6sOYeWSmrShxhEnzkrLcJS2WFLUt4Vrw5wKeb947Xf/2obGhjNgwAoAXq7xIdbN6ms5P7vtdo0aNu+dPmsjF4GAO+PrC7bY7jxnXmBOUuRiA2639CS+cKOdjoqJgG6eMBTg/H87PJ9apDOGe7Qj3bEeMS5UMJ4usViuaoqKbRpruW9WjcY7/D+e4/+x/usaexP3mDhQM6t7zYZWJSpRbI8K8OhFRoCWG5gYRQEQKOwhlUL7Dhym8bBkFf/8dNSYmwbH4okUJ6daNkK5dsd55EXXsmMNjENlPXq89HMKPHOHkokVcWLsWM4VaGy5FilCxd28qdO+Os5cX1wyDa+n83fywkOeOEOmX+HmjKArlypWjdu3aRN1T4/Ctt95i7NixSV7j4MGDtGvXjpiYGNzc3Fi4cKF9ptD48eNp2LAhHTt2TPLcq1evJkgOARQtWhSAK1euZPi+MkOeSRBVrFiRkydPUrlyZTTZyUSINNF1nRMnTmTp86bYNU8KHAojsmZBqlWrlq5zg84FMWLbCG7pt2hdvjXfdv8WJ80pTec6Ozvbx7NoGmi3S7DpRrrjAJhcdTIxzjHM3zefsbvGsq7POhqUapDu6+RFmzZtum85VmL3fj/Squ/qvoTFhVG7aG0+6/wZzlrapuMm9/1OPH7ir52dnajpFITl8Jv2Wjz3igwvgFtIEay9JmAUeQycCqJe+oVbp+aTP2QLTrfzQC7xFyh+fR7Fr8/DKFAdvUx3jDI9MAtUTdf9Wy5aUBUVxUz0mI0LQw3bjRK2CzViH0r0GZSbZ1Hirqd6zf8sJSlW41X0Mj1wyleSYkCxVM/KgJgY1JUrscyejbpjx32H9RYt0IcMwXjySbycnPDKjBhEjpAdv3dE1jINg1Pr1rFj2jTObtqUYt+iPj40HDWK6t27Y0nlU/uHnTx3hEi/5J43pmkSFxfHgQMH7ptBlJwqVaoQFBTEjRs3WLNmDcOHD+eXX37h1KlT/PXXX2zevDlT7yWr5JkE0Z1vuKZp8kNTiHTKyufNvubv4L8xffWGADae3sgzy5/hlvUWbSu0ZUX3Fbg6pb3ujKIod+9Rsf8PFBLe+61LKJfXol7dDJorplsFTPcK4FbJ9qfz3Zo00ztO5/LNy/x+8ne6rezG5uc3U7lQGnZVMU0w4gATtPTVzskNgoKCaN26dYp9WrZsma7H3IrDK1h1dBWaojHvqXnkc86X9oC8PCEigo3u7rRK62M9Loy+3qtx2nv3E2zTvQpG6acxizRBHToFlxgNFBVl7HPYr1ihH/kr9MP/j1e4emw2Awrm4zHnWPvMIjXyCOrh9+Dwe5hevhhle2CU7QFuFdJ0K/nNeGpYr+B0cjpK2E6U0J0oUen7NDnOtRSfXLzI4kiFX1/aCgVKk2nP/pMnUefMQf3uO5SQkASHTA8PjH79MIYMgRo1UCDz4hA5jrxey3vio6PZ//33bJ86ldBUZv5V7tiRhqNGUa5FC6kvlE7y3BEi/RI/b+4sMfPw8EjzzyBnZ2cqVqwIQN26ddmzZw+zZs0iX758nD59mvLlyyfo//zzz/Poo4/yyy+/UKxYMXbt2pXg+LVr1wCSXJKWnfJMgkgIkTP5BvkTEhdFYWf3dO0yda/1p9bTbUU3YqwxtK/UnmXdluFqyUBixYhDufInSrODUOwGxFkg2hl11wiwuKNc24wativFS5hOXnA7aaQ5FeTHcp5s0gtyK/YaV3+vR9liPuTXNBQ9BoxYWyJIjwUjBmvcTSyKjmLE3g2p4COY5fphePcClyLpv6dcIDAwkJYtWyZoS/x1Sq7dvMaodaMAeOuxt/Ar4Zeu8fWlSwDY6O9P84DUH4PK9a1o256ntue5u9eoNAzD9+O7Cb3Yr4Dk62KMafYetQ+vZt7ZK3zRbBwjSpREOb8M9fqWu+OEB6OFB6PtfxujUAPMsj1ts4pir6HEXrv953WIvQ6x19gecZTSRiQWTAhemezYJgrkK43pVh7cymO6lcN0q3D77+V5Y8tUpoV8yZNVOlG6QOlU/z3SzWpF+fVX1K+/Rk1qC1gfH/RhwzB79wb3tO9cKITImaIuX2bXzJns/vprbiVKBN/L4upK7eeeo+HIkRRJVMBVCCFyG8MwiIuLY9y4cfTr1y/BsSZNmvDBBx/Qvn17ABo0aMDkyZO5du2afWlZYGAgBQoUyNBKhswkCSIhRKa6s615RrfmXndyHd1XdCdWj6Vj5Y4s7boUF0s6p6GH76Nr6V+x/DQLJT4MqiQ8rJ36Os2XUuLDIXwPSvgeAFyAdk6AE8AtCN+e7LlOcLfK8G1q2G4I240a/CZmyQ4Y5fthluwAas7ZzeBBbdq0KV0JocRGrhvJtehr+BTzYfzj4x0YWSKmjnrkE9SD76CYtwtZOxVEb/A1Zumn03UpT1dP3m/5PoN+GcTb/37J0y/tp3TloejRF2zbx59fhhp6d6mVGroDQu9fenWvckmFrLpgevliFmqAWaierSC2W0XQkn6O3Iq/xcIDiwAcX1z9v/9Qv/kG9ZtvUP77L2Gczs6Y3bphDB2K2bixw4p2CyGyz9X9+9k+bRoHFy9Gj4tLtl/+YsWoP2wYfkOG4Hb7jZEQQuQmAQEBtGnThrJlyxIZGcmKFSvYsmULK1eupHjx4knOAipTpgzlytlevbVq1Ypq1aoxdOhQJk2axNWrV3n//fcZNGhQqkWxs5okiIQQOdZvJ36j58qexOlxPFX1KRY/szjNdWfuUP77Ce3fvtQvGAvxd9sNXUVRjfvep5pevhglO2CW6MCOPftpUL2Qbfvvm6cJP7+TQs4REH3OnkBIjo6KquWzzThRXUBz4VrIDYqWKIOpuoDqghIfjhJhK3ysmPEoF39CvfgTpnMRDO9eGOX7gZffQ/1mesXhFaw8shJN0Zj75Nx0f//vlWJdpFsX0ba9gHptk73p9M2ylOm5CfKXzdB4z/k8x9w9c/n3v38Zt3EcC55eAPnLYFQdBVVHoUedQr2wAvXcMpSIfSley0QhVHHhsupOsFaMXrWHYxRqAJ610pVMXHV0FWExYXh7ePNExScydF8JGAbKhg2os2ej/PorSuJdQsqXxxg0COOFF6BYplQ3EkJkIdM0OfXHH2yfOpXTf/6ZYt+itWrR8NVXqdWrFxbXvLecWgjx8Lh+/TrDhg3jypUreHh4UKtWLVauXJnmD0A1TWPJkiW89tprtGvXjvz589OnTx/Gj8/EDz4zSBJEQohMVdjZHfeDoUTVulu7J7UCxgA/H/uZ3qt6E2/E06VaFxZ1WZT+5NDp+Wg7h9nrv5gWd8xST2KU7cE7X//LhImTIPYqyq1LEBfC5LlrGfP2lLsxbFlL/bZD7JN+Jv/kT0BAABjxEH0OrDcTJIDiTZWAvz/ms+1fYmDQzLseK7qvwMvVC4Av/P0J6JdoiVPEQdSzC1HPLkaJuWSLO+462onpaCemY3r5old/E7NMV1ByX80B3yB/3EuEMu/P19K9zPDqzauMXDsSyNjSssSS+yWuXPoNbfsge1FnExWj5njmLYvHP4PJIQBVUZnabiqNv2nMkoNLGOw3mKbeTe92cK+IUf1NjOpvwo0jqBd/Bv0WuBTFdCly+8+i4FIUnAvRdMu79udSj0pDMhTT3N1zARhQdwCa+gCPp2vXUBcsQJ07F+XkyQSHTFXF7NgRY8gQzCeeAFXN+DhCiBzBGhPDgcWL2f7FF1w/fDjFvhXbtaPRqFGUb91a6gsJIfKEL7/8Ml39w8LC7mvz9vZm+fLljgop00iCSAiRqYKbBeC/IWFR6tSy7auPrqbvj32JN+LpVr0bC55ekObdygAwTdSjn6Ltf9veZHj3Qa83Eyz5AbCaO0F1stVqyWerwxIRvzXZS2q9etNK19F69bbVtHGvdF8fJ+C9NpPxK/0Yg38dTNC5IHqv6s3PvX5OPn7PWhh1PsKo/R7K1Q2oZxai/PeTfdcsJTwYy799Md2r2BJF5Z61xZ1LhMRFEV7VFe3239Nj5LqRXL91PfOWlumxqPv/h3Z8mr3JzFcavdF3mEWb0axF4AMP4VfCj0F+g5izZw6v/vEq217chkVN4levR3UMj5RrciT1XEqP4CvB/H3hbzRFY4DvgPSdfOsWHD+OcuwY6k8/oaxahZJoSYlZsiTGiy9ivPgilM14Yk0IkXNEh4Sw5+uv2TljBjdT2IpZc3Gh9rPP0nDkSIrWqpWFEQohhHAkSRAJIXKUlYdX0m9NP6yGlZ41e/Jt52+TfkOdHNNADX4zwZt+vcpIDN9PQHmAmQwREbRSNTBSXloG0K1GNyoWrMjj8x5n45mNjFg7gjkLwmmlG2jtO4Cnp71wsp1qwSzRDr1EO4gLR7mwEvXUHFuNIkCJOo5l52DMwx9ifXQxFHyw2TQ53fJDy1l1ZBUW1fLAS8uSFHkcy7/P2WtJARglO6E3mAsuhYF0FNK2WuHCBXauX0/9rl2hUKEEywLfaf4OKw6vYP/V/czZPYdh9Yc59FbSIjo+mhd+egGAp6s9TakCpe7vpOtw7hzK7UQQx4/b/66cO3d//9uMNm0wBg/GfPJJcMo9yUshRPLCTp5k+5dfsu/bb4mPjk62X74iRag3dCiPvPQS7jlsJx4hhBDpJwkiIUSOsezQMvqv6Y9u6jxb+1nmPjk3fckhIx5txyDUc4vtTbrPexjV3sjyOj5+JfzoYu3CSueVzA+eT9UClXjzYiVQNYiISPlkZy/MigPRK7yIcXUD6uGPUK8FAaDcPIUlsAV6/dmY3r2z4E5Sd+8uZffNtMqAqzevPtCuZalRzi5C2z0SxWqb0WSqzhh1PsaoPDzpx4lhwMWLKGfOwJkzKGfOoBw+hCXmFkpMDJYCBVB0nUcBXn4Z08sLs2JFqFgRs2JFilSqxNwC/Rh5ZRqTNk2ke43uFHXL2kKto9aN4uC1gxTPX4yp9SagbN1qnxGkHDuGcvw4nDyJEhub+sUAs3BhjP79MQYOhCpVUj9BCJEr/Ld9O9s+/5yjq1djGsnv1Fi4enUavfoqtfr0wSlfviyMUAghRGaSBJEQIkdYfHAxA34agGEa9PPpx9edvk5fjRTrTbR/eqNeXgfY6sjo9WdiVkjnUhoH0Xr1Zoiu83hxH0aVDmZcxZNUjHWje0iJtF9EUTCLt0Ev3gbj+lbU4DdQQ3eg6LewbHsePXwvhs/72VqbyDfIH/cjoURpm2z1hdIx0yo5d5aW1SlWh3FNxjku2PhItD0jUc9+b28yC1TF2mghxJZE2b4dTp9GOXvWlgy698/4+Psul1zKUQkPR9m9G3bvtrd1vf3fLUsEYTNqodV5DLNyZXsSyaxYEcqXB+eUZ0olW7/LNCEmxpZ8vHED5cYN299DQ9m7ZTktt67mpRCoH3kLpzfTl3Azvbwwq1aFKlUwq1bFrFkTs107kKKzQuQJpmFw/Jdf+HfKFC78/XeKfcu3akWjV1+l4hNPoEh9MSGEyHMkQSSEyHaL9i9i0C+DMEyDF3xfYGaHmelLDsWGoG15GjXUtsW8qbqgN/4es3TnTIo4DW4nSlqdLMKxp19m+s7p9K96gEr78uMX6Zbuy5lFHkNvsRF2v4J65lsAtKOfo4QfQG+8EJwLOvgG0uZOjSE9nfWFkpNgadlTDlxadioQyy8DUc5dgGvANTCjSkMYWM42R4mJydBlTScnqFUL/vsPnJzhVjR4etqWaiXx6Xs+K+S7EA4Xfrv/WqoKZctiVqpkn4GEh4c96cONG7SJiIAvv7QlgSIiIDLyblIoiSQWQP3b/9lEJn0fzs5QqZItAXQ7EcTtv1OkyEO9k54QeVX8rVvsX7SI7V98Qejx48n2UzSNmj170ujVVynhl7eXNwshxMNOEkRCiGy1YN8CBv8yGBOTgXUHMr3DdNT01AqKPo8lqBNK5BEATCdP9CarMIs2TeVEx7t3qdW9PmvzGafWLeH3wiGMrniEwOBHMjaA5mJbWlawLure11BMHfXKHygbmmBtsgI8aj7gHWSve5eWjX1sLHWL1834xUwTDh1CXb0adekclCMX7+ui8F/ql3Fzg/LlMcuXx6xQAcqVwyxfHr1sWd5ZsIAJkyejaZqtttTtmVP62t8hLs62HO3UKZRTp+DUKZSTJ7kU/BeFL93ANYkJVoph2GYrnT0LGzdm/N5Tuh9vb1sCqEoVewLIrFoVvL1By3275Akh0u/mtWvsnjWLnTNncuv69WT7ORcogN+gQdR/+WU8vb2zMEIhhBDZRRJEQohs883ebxj22zBMTF565CWmtpuavuTQjcO25NCtCwCYriWwNv0ZvHwzKeKUbdq06W6CyNOTjbpOK01DUzVmnqhOda9/+MsznN8KhdA+o4MoCkbl4ZgetdD+6YMSdx0l6gSWDY+jN/w2U2ZNJZf4ciTTNHll7Sv2pWVjm4zNyEVQdu1C+fFH1NWrbXV1UjvF1dWW9KlQAbNcOVsyqFw5uPN14cJJzp4xdZ2YlJZYOTvbEjBVq2Le06xHXaLYjJp4hNxkVrXXaa9WRTl50rZV/O1kkhIenrbbtVhss5U8PaFAAUxPT9uMIw8PTA8P1lzZzL+Rh4koVYh3By+loE8DyJ8/TdcWQuQ9IceOsX3aNPYvWIA1hVmTBUqXpsErr1B34EBcPT2zMEIhhBDZTRJEQohsMWf3HF5e+zIAL9d/mc/bfo6SjmUsSsh2tC2dUeJCATDdK2Nt+gu4V3RIfL5B/riXCGV1kL+ttk466UuXsNHfn+YBtnPLxrryyiVvPi1zhvEVTtDW0NO3jC4Rs1hzrG3+wbK1O0p4MIo1CsvW7ug1J2DU/N+D7diWSILEVyZZfng5Px79Mf1Ly3Qd5e+/UVavRl2zBuX8+aT7VQCjrg9m3a6YFSrdTQAVL56ly6dKupfkf80mMHbjWAbeWMCBoQfwcvVK2Ck01Dbr6MQJiI21J33w9MS85++4uiYb+9e7v2bE2lloisaG51ZRsOxjmX9zQogcxzRNLvzzD9s+/5xjP/9sm12ZjGJ16tB49Ghq9OiBlko9NCGEEHmTJIiEEOmW0owS3yB/QuKiKOzsnmxiZdauWYxcNxKAkQ1G8mmbT9OXHLq8Dm1rLxTdtvWu6VXXNnPI1XFb7Dq6tg7AW+crMLf4BQ643eT7A9/zfJ3nH+yCbuWwttyMtnMw6vnlAGiH3kUJD0ZvOB+cCmToso6cMVTY2R33g6GcreJMYWf3JPtcibqSvqVlsbEogYG2WUI//4xy7dp9XUwFlGpAAzAfK4ze6TvMEk884N2k4J4ZY3ck9+84osEI5gfP52jIUd7a8BazOs5K+PgvVAizUCGoXz9D34s9l/cwZv0YAN5v+T6PSXJIiIeOoescW7OGbVOm8N+2bSn2rfjEEzQaPZryrVql63exEEKIvEe2HxBCpNumTZuSPRYSF4WmqITck1i5d+elr3Z8ZU8OjWk0Jv3JoXOL0bY8Y08OGUVbYG3xp0OTQ5mloO7EuAu2GU4BQQHEWDNWGDkBS370RovQfd7HvL2vlnrxJywbm0LUiQxdMqXvb3oFNwvgvepdudBmcpIJQ9M0eWXdK4TcCkl5adnNmyg//ojWvz+W0qWxdO6M+s03CZJDppMTZn0vGAjKdGACGM+3xtp3T+Ymh7DNGDNeHo6+dIm9Lbl/R2fNmS+e+AKA+cHzeWvDW5jJfKqf3u9FeEw4fVb1IU6Po1OVToxuNDpd5wshcre4mzfZOXMms2rVYlXv3skmh1QnJ3z69WPQzp30/uUXKrRuLckhIYQQkiASQqQuMDDQ/netV29aHTyE1qt3ms+/MwNi6vap9pkNrz/6Oh+2+jBdL0jV419i2dYfxbQCYJR+Br3pT+DkkeZrZLeXL5albIwL52+cZ+aumY65qKJgVH8D/fE1mE62ehHKjUNY/nwM5fL6B7p0Rr7fiaU0A2bZoWWsPro66aVl4eEo33+P1qMHllKlsPTqhbp4sW0L99vMfPkwunRB/3wEfJ0PZXQ4tALTy4Lu8z56s1/BtUSGY0+P9Mz0aV2hNdPbTwfgi+1fMHbj2GSTRGllmiaDfxnMqfBTlPcszzdPfiNv+IR4SERducJmf3+mV6rEH6NGEX7qVJL9XDw9efT113n52DGemjePYnXqZHGkQgghcjJZYiaESJFvkD/uR0KJ0jbZZoDc3r4d4+42TGlZBjP538mM2zgOsC0jCmgekPY3r6aJemAC2pFP7E16xcEYj0wDJZfsvHRnCVJUFJOu1mag9y4++vsjXqjzAgXzOWaLerNke6yt/8bydzeUyKMo8eFofz2FUecDjKqjM1ZrJ4nvt6NcibrCq3+8CsC4JuNsS8uuXEH5+Wfb8rGNG1Gs1vvOMz09MTt1wujSBbNJdbTTn6Kd/eru8fzl0RsvxCzcyOExO9LgR2y7941YO4Ip26agKAoftkxf0hRsiaFt/21jyrYprDm2BmfNmR+e+cFhjyshRM51/fBhtk+dyv7vv0ePjU22n4e3Nw1HjsR3wABcCmRs+bEQQoi8T2YQCSHuc++MobRIbRnMJ1s/sSeH3n787fQlhwwr2q6hCZNDNf+H8chXOSo55Bvkz58lQvEN8re33bu0zr4Eae3vPDtjCzWL1CQsJswhM0cSKFAVa+u/MUp2AkDBQNs3Fm37C6DfSv/1PD3ZmD+frSjybel9fCTl3qVl7S01eHuXO1qrVli8vbEMH476xx8JkkNmsWLogwZh/eUXrP/9hz59EmqZdVg2P4J6dqG9n1GmO9a223N8cuiOIY8MYVq7aQB8/u/nvPrHq9yKT9v3KcYaw4J9C3h0/qM0W9CMH4/+aLtO28+pX6p+psUshMhepmlyNiiIZV268LWvL3u/+SbZ5FAJPz+eXriQ4UeO0HDkSEkOCSGESJEkiITI4xK/mU/Lm/t7Ez7BzQJoc7lQsgWnk0qM3HEq7BTDfhvG25veBsC/mT8Tm01Me3JIv4X2T2/U0/MBMFHQ/aZi1PLP0p2n0iIkLooLVV0T1F5KPKvqzteaqjG57WQUFOYHz2fq9qmODcbJA73JSvQa4+1N6rnFWDa2gOhz6bqUvnQJG2vVTFNtnfRY++sX1Jizmp1fw+9vH8b5zbdQt2xBuSdZZnp7o48ciXXjRqxnz2LMmIHZpCravlFYfq+JenqefbmhafHAWm8WeuPvwdnrgePLSkPrDWXqE7bHwMxdM/Gb48f6U8kvDbxw4wITNk2g0leVGPTLIHZf3o2L5sLzdZ5n24vbGPLIkKwKXQiRhQyrlUPLlvHtY4/xfZs2nPjtt2T7Vu7Ykb7r1zPg33+p1asXqkUWDQghhEid/LYQIo9LvEV5aluWK8tXUPrsWZTlKzB7dE/1+ol3+yrs7A7Bh7ngcoSaO6ZjmAYA77Z4l7ceeyvtgcdHoG3pinr9LwBMxQm90XzMsj3Tfo0crHWF1nza5lNe//N13trwFhULVqRz1c6OG0BRMWpPwvSqg7Z9IIp+EyV8D5Y/H0VvvAizWOZuW38f04S9e1F//BFj1Uo6HztOUndrVq2K8cwzGM88A35+dxOBN8+gHf4Y5cx39qQQ2BJDRpURGFVHgnOhrLmXTDCs/jDKeJRh1LpRnAo/Raclnehdqzeuiit/nfuL0FuhhMWEse7kOlYfXY1u2pb8lSlQhpfqvcSLvi9S1K1oNt+FECIzxEZGEvztt+yYNo2Is2eT7ac5O1P72Wdp+OqrFK1ZMwsjFEIIkVdIgkiIPOZBtyg3e3TnvwP705QcSnCeafLTsZ8odCaIvyP/hkhbe7uK7RjTeAwty6cjpluXsPz1FErEPtu1NTf0Jssxi7dJV0wP4s727FG10pZ0SG9/gFcavELg/kB+vfIrz695nsB+gfiV8MtoyEkyy3TFWqAKlr+7o9w8jRJ7DcvmdrYaTnU+zNwC34aB8u+/KKtX22oKnTkDQOKFgaafH0aXLhhdukCNGgkP3rqEdvCdpBNDVV/BqDISnPNGrZ2nqj5Fi3ItmBQ0iek7p7Pk4BJwhm8XfXtf36ZlmzK8/nCervY0FlV+lQuRF0VevMjO6dPZM2cOMeHhyfZzLViQR4YMof7w4biXLJl1AQohhMhz5FWlEHnMvTOEfIP8cS8Ryuog/2SXiAUHB1OtWrW0D3Cn2LJme5tvGlZuXj/CzUt76L7DVijYSXWiT+0+jGo4Cp9iPum7gagTWII6odw8bbu+cxH0pj9hFsramirBzQLw3+BPwLCk/90etD+AoijUOleLuOpxrD+9nmeWPcOWF7ZQxqNMRsNOmqcP1tZb0f59DvXqBgC0U3NQL/2OXm86ZskOGb50YWd3QuKibDPHAAwDwsJRrl7GUr48yuXL951jAFu9odwLoynx3DAoX/7+C+u3UI99gXr4ExT9pr05LyaG7lXApQCT207m2drP0mplD+Ijr6O65sevUBUKuRaiglcFBtQdgG9x3+wOVQiRSa4eOMD2L77gwOLFGPHxyfbzqlCBBiNH4tu/P87u7lkYoRBCiLxKEkRC5GGJl38lJTg4mJ49075sS1+6hI3+/tR482VmBb3D9b3zMa0xAHi5ejHkkSEMrzecUgVKpT/gsD22mUOxVwEw85fD2uwXKJCOBFYWetDZWgAaGj888wPNFjTj8PXDPLP8GQL7BeLu7OAX+y6F0Zv9inlyFuq+/9mWnN26gGXL0xjez6LXnQwuhdN92eBmAXDrFsr69agvvoiy5a+kdx6zWIhp+hj/89rJDxWjeanjRN5u+vb9FzRNlPNL0fa/jXJPvaScmBjy9c28JE29kvUoUP0ZNEVFNw3+ajM508YSQmQ/0zQ5ExjItilTOLVuXYp9S9avT+MxY6jWpYvUFhJCCOFQ8ltFiDxE69WbVrqO1qt3gqLCdySeUeS3JYD8ZSMpF/gmhZ3d7bOM7t19K7GjIUcJLhtM5emVibmdGNJcPMhXvC6neq7OcGJDuboJ7e9uKFbb2jTTo5YtOZSvdIaul16p/dslJbV6Tmnl6erJmp5reHyqD8FXguk/oRbLPjyFpjp4lzZFxag8HKNkR7Rdw1Gv/AmAeu4HlCt/ovt9gVmmW9qudeMGym+/2ZaOrV2LEh19XxfT1RXziSdsy8c6dqT3xiH8dCyausXrJlmPSgnZhrr3ddTQbXevoWgYFYdg1JoALkUydt+ZJDMTREKIh4MeH8/h5cvZNmUKV4KDU+xb5cknaTRmDGWbNEn7Zg9CCCFEOkiCSIi8JCKCVqoGhv5Al0mc9GjevDlbzm3h822f88vxX+zt9UvW51j+IuQvXAUDMp4cuvAj2rZ+KEYcAEbhx9Af/zFrZ4ok8W+XUqLM0cp7lefHAz608t3Nz56XGLdxHJ+0+SRzBnMrj970V4wzC9CC30CJD0eJvYrl32cxSj9NAYt3gu4tWrSAqCiU/ftR9uzh+WXLsEyejBIXd9+lTU2DokUxixRF/ysI3NwAWHpwCT8d+wkn1Ym5T83FSXO6e1L0ObT9b6OeS5iYM0q0Q/f9GDyk2KoQIm+JvXGDvfPmsf3LL4m8cCHZfpqLCz79+tFo1CgKp2c5uBBCCJEBkiAS4iGSuE7Onsf9+d/v/+P9oe+jaffPVjFNk1VHVvH5uc/Z8e8Oe/uTVZ5kTKMxNCnbhLIbXkdRVLi9W1l6Kafmou0agYLtfKNkR/TGP4Alf4au50iOmB2UHo0jPZl/rDbPVt/HF9u/oHKhypmyZfmdpXFmhf5YSzxB6B99KB63FQD1vzWMKObE9+//Sz9LZ5TgYNoGB8OJE/Yt6Ksnup5ZpAjmU09hdOmCOu8bNoKtRtXt5NDlqMu8+serAIx/fDx1itWxnRgXjnr0M9Rj01CMmLvXK1Adve6nmCXaOfzehRAiO904f54d06ezd+5cYm/cSLZfvsKFqTd0KPWGDcOtWLEsjFAIIcTDTBJEQuRy6a2Dk9ZZMeEx4Qz5dQirj64GwEVzoZ9PP0Y2HEn1IolTBBlgmqiHP0A7eLeos1GuH3r9WaA6pXBizpCRJWn38g3yJyQuinIl4hIUEe91vQQnzkQxsfwpRq0bRZweR72S9ajoVZFibsUcsqzAvjRO1+FsBIGLitCzxFMo29ainI6nQEQ8L7AD2JHsNczSpTG6dMHs0gWzSRO4XQdD79CBjf7+NA+w3Y9pmoxYO4LQW6H4lfDjzUffBD0G9eQs1MMfocSF3r2mc2GMWv4YFQeB7MwlhMhDruzdy7YvvuDQsmUYSdRpu6Ng5co0HDWKOv364ZQ/+z8oEUII8XCRV+BC5GK+Qf64HwklStuU7C5liSVOJiVVR2XXpV08++OznA4/jZPqxGuNX2NEgxEUc3PQp5imgbp3DNqJGfYmvdoYDJ8PIbfUVXjA5XwhcVFoisqFJIqIjz9XnqNPPsr3B75nzPox9nY3Jze61ejGrI6z0re1udUK588z5KdJFDlzicZ7r3LQ9zt8z4ajREfTO5XTTRcnTB9f8PXF9PVl1u7dDJk1C1Q1yf73JiGXHLq7tGxOp1k4n1+CdjAgYQFq1dlWG6nGeHD2Svt9CSFEDmaaJqfXr+ffKVM4s2FDin3LPPoojUaPpspTT6EmMaNXCCGEyAqSIBIiF0ttl7L7tiBPwr0JItM0mbFzBm9ueJN4I57ynuX54ZkfqF8q+S3m0zJGAkYc2vYXUc8vszfpdT7CqDYmhZMeLgoKszrOoqxHWf658A+nwk9x4cYFbsbfZMG+BZQuUJqA5vckBE0TQkJQzpyBU6dQTp+2/f3On2fPoug689MwdoiHK5cquFO+TATu5eKhHCgl4zGLu6DXHw0FqvKfv3+yySG4m4S8HHWZ0X+MBmB+/R48EjwQJeLA3bBRMMs9i15rEriVS/e/kxBC5ER6XBwHlyxh2xdfcO3AgeQ7KgrVnn6aRqNHU+bRR7MuQCGEECIZkiASIhcr7OyO+8FQomoVSvJ4WmcVAUTERDDk1yH8ePRHAJ6u+jRznpyDl6tXiuelZwziI9C29ka9avsk1VQ09PqzMcs/n/ZrPCRcLC680+Id+9ex8TH88ud0FiwdR+S2D7nww1HKhVjvJoIiI9M9hlmpEty4gVnAE9zd0NespuahyWiqRn7jFkcLmWin5gCgXv8b5Y96TM7/GIElKidYFodpghEH+i3bf9ZIuHWJpZvfor9LKM+WcKd+2A8JxjZKtEf3eRe8ZCew5KT2/BZC5Cwx4eHsmTOHHdOnE3XxYrL9LPnyUad/fxqOHEmhypWzMEIhhBAiZZIgEiKXubfmUOKi0xm1+/Ju+q3px6nwUzipTnzc+mNerv+yY7fRjT6H5a+nUW4cBMDU8qE3/gGzVCfHjZEOWblDWYadP4+yaRPq5s24bdpE73Pn7lkOtipNlzA9PKBiRczy5ZmpneV8CS+OlC/M/gqFOdL5S7T2HeDOUrnSpeGw7Xseqbhg1JuMWbYH2s6hKDdPoRixvB4VyPNFt2G9qmBZM/t2UigGBfO+sV8HKApwd4abUbA+Rp0PMIu1yPi/Sy6Wnpphjnp+CyEyV8TZs2z/8kuCv/mGuKikZ/QC5C9alPrDh/PISy+Rv0iRLIxQCCGESBtJEAmRw937hjIjNYdSYpomS04t4fODnxOnx6VpSVmGhO3GsqULSsxl27jOhdGbrMIskn1T6rN6h7I0iY2FiAiU0BAsNWqgnDyZ6immxQLlymFWqIBZoQKUL2/7e8WKUL48FCxor+s0/U5h7ONxuHglPSsl8awVs1gLrE/sRj04ybbbGAbFzGhb57ibab41070yus+7mKW75p46U5nAXiBcCJHrXdq9m22ff87hlSsx9eTr0RWqWpVGo0fj07cvFlfXLIxQCCGESB9JEAmRgyVOCKVWcyg9DNNg5B8jmbtvLpD2JWXppVz8Fe3fvii6LalgulfG+vgaKFDFoeNkOU9PNuq6bTv329I7K6lQxC0e3XeBR4PPYxntg3L0aLJ9TVdXzEcfxWzQgIvF8jHk8EccKhDLwE7jGNd8QprGu5NU9P8r+Vkpwc0CCNQDadnsniSGJT+G7yeYZbqzM6gHVfUwYtAo6VYSNFdM1RW0fLf/c2Hzxd3sCvsPNV8pXm76Ppp7ecxCDXPF7nRCCJES0zQ5/eefbP3kE85t3pxi37JNm9J49Ggqd+yIkkLdNiGEECKnkASREDmYIxNC9zJMgxG/j2Du3rmoqHzU6iNGNRrl2CVlgHpiJuqe0SgYtnELP4beZAW45MKp9YkSQvrSJQm2c4c0zkqKj0f55ReWfLyG5nvOod6/MgsA08kJs1EjzObNMVu0wGzUCG5/8lwC6LHfm4E/D8T/73eJwcrEphPRVMfsfJPcfZiFG/J0ge5oiopuGlxoMznB8bBbYXy540veO/4zTqoT/774M2oxnyQWnwkhRO5z4d9/2fT225wLCkq2j6KqVO/alUajR1OqQYMsjE4IIYR4cJIgEuIhY5gGr6x9xZYcUlTefeRdXmnwimOTQ6aOGjwW7fjUu+OW7YHeYB5ouXN6fVIJoXQ5dw513jzUb79FuXSJxCkYU9PAzQ0KFcb08kLfFAj58yd7uX4+/Th49SCfb/ucD//+kO3/bWfB0wso6lY0fXElMRMqPUzT5K9zfzFv7zxWHVlFrB4LwNtN38anmE+GrvkwS0+NIiFE1rh28CCbJ07k2M8/J9vHyc0N3wEDaPjKK3hVqJCF0QkhhBCOIwkiIXKRB93VyDANRq4dyZw9c1BQmNtpLo9YHnFskNZotO39Uf9bY2/Sq7+BUftdUHLwFPsHTJQkSddR1q5FnTMHZe1aFMNIcNisUIG/ihXjsfHjMR9/HK1Hz7sFo1NIDt3xUeuP8C3hy7DfhrHhzAYafdOIH575gcZlGqd43r1L4R4k8RVjjaHb8m6sP73e3uZTzIehjwxloN/AdF8vL9F69aaVrtuKgHt6oi9dkqbzpEaREDlH+Jkz/PXOO+z//nvbbo1JcCtRggYvv4zf4MHkKyQ7DgohhMjdJEEkRC6S1K5Gaa17Y5omo9aN4us9X6OgMO+pefSp2YejKdS9SbeYK2h/d0UN3WEbU9HQH/kKs2LOTxY88Ayhe128iDp/Puo336CcP5/gkKlpmE8+iTFkCGbr1sRs3oz5AAmBPrX6UKdYHXqt7MWx0GM0W9CMJmWa0KNmD7pW70oJ9xL3nZM4AZGe2kl3kpSRNb14bvVzrD+9nnyWfPSp3YeBdQdSv2R9hy9VzJUiImilaraEX0REdkcjhEiHm1ev8vdHH7F79myM+Pgk+3iULcvj//sftfv2xeLiksURCiGEEJlDEkRC5HIJ3uwnMwvGNE1GrhvJ7N2zbTOHnprLcz7Poaew60q63Ths28Y++oxtTEsB9EcXY5Z4wnFjZLLUEiUpHjcMlA0bUL/+GuWXX1AS/duaZctivPgixoABUKqUvd0Rs0VqFa3FPwP+4eW1L7Pk4BL+vvA3f1/4mzHrx9DMuxk9avSgS7UuyS4/S08Mwc0CmLhhIle8rzD/2E84a86s6bmGFuVbPPB9CCFEdoqJiGDblClsnzqV+JtJ79KYr0gRmrz1Fo+89JLsSCaEECLPycHrPYR4OAUGBmb4XH3pEjbWqplgOcudmUN3kkNznpxDP59+jgjVTrm6GcvG5neTQ/nKYG0ZmKuSQ5B6oiTJ41evon76KZaaNbF06oS6Zo09OWQqCkbHjlh//BHrsWMY//tfguSQI9x5vBRwKcCCpxdwasQpPm3zKQ1LNcQwDTad3cTLa1/Ge5o3HRd3ZP7e+YTeCn2gMU9VOMX84PmoisqiLoskOSSEyNWsMTFsmzKFmdWr8/cHHySZHHJ2d+fxt99m+JEjNBw1SpJDQggh8iSZQSREDuEb5E9IXBTljsfZt7VPSnqWA5mmyat/vMqs3bPsyaHn6zzvmIBvU84uQtvxEoppm4ZvevlifXw15Cvt0HFyFNNE2byZ3qtXY/nsM5RESxDMkiUxBgzAePFF8PZ26ND3FjHWevVG1XW0WbPtScEyHmUY1XAUoxqO4kz4GVYcXsHyw8vZc3kPf57+kz9P/8mItSNoU6EN3Wt2p3OVzni6eqY6rm7o7Lu6jyUHl7Ds4jIAZnSYQZdqXRx6f0IIkVUMq5V9Cxfy17vvEnnhQpJ9NGdnHhk6lMfeegu3ouncBEAIIYTIZSRBJEQOERIXhaaoXEhlW/vUZrncSSCZpsnoP0Yzc9dMFBS+7vS1Y5ND4fvQ9v8P9fI6e5NRogN640XgVMBx4+QkISGoCxeizp2LcuwYdRIdNtq2xRg0CPPJJ8HJKf3XT0Oh7ARFjO/UuTGSXipY3qs8rz/6Oq8/+jonQk+w/PByVhxewf6r+/n95O/8fvJ3nDVn2lVqR48aPXiyypO4O7sDEK/Hs+fyHoLOBbHl/Bb+Pv83EbF3a+m81+I9Xqz7YvrvUQghsplpmhz98Uc2TZxI6LFjSfZRVBWf556j6YQJeJYrl8URCiGEENlDEkRC5DEtW7bENE3GrB/DjF0zUFCY3Wk2/X37O2aA6HNoBwJQzi5C4e6uLnrFIRh+X4Cax36smCbKP//YagutXIkSG5vwcNGiGP37YwwcCJUqPdBQqRXK9g3yx71EKKuD/JOdYZacyoUqM67JOMY1Gcfh64dtM4sOLedIyBF+PvYzPx/7GVeLK+0qtuNm/E3+ufAPN+MTLrMo4FyAJmWb0L1Gd4cvUxSgLF9B6bNnUZavwOzRHUjfjEEhROpOb9jAprff5tKuXcn2qdq5M80DAihaq1YWRiaEEEJkvzz2Tk6I3Kuws/vdJWa3t7HPyLb2pmny2vrXmL5zOgCzO83mBd8XHjzAuDDUI5+gHv8KxbibJDHze6PXfgfTuw/kpd2rIiJQv//etkX9wYP3HTaaN2eplxfdFy2CLNrBJiQuivBUZpilRY0iNZjQdAJvP/42B64dYPkh28yiE2EnWHNsjb1fQdeCPO79OE3LNqWZdzPqFK+DJa8lALNQagk+s0d3/juw354cAscUMRdCwMWdO9n09tuc2bgx2T7ezZvT8r33KN2oURZGJoQQQuQc8kpfiBzizhvGQC2Qls1a2tsC9btfp8Y0TV7/83W+2vkVALM7OiA5pMegnpiJevgjlPiwu2M5FcSoMRaj8jDQ8lCxTqsV9YsvUN9/HyVRoVKzYEGM55+3zRaqXp3CgYFZlhzKDIqi4FPMB59iPgQ0D2Dvlb38duI3CroWpKl3U2oVrYWqyF4GjpJUgu/emlJCCMe7fvgwm/39Obp6dbJ9Svj50eK996jQpg1KXvqgQwghhEgnSRAJkcMkfrOY1jePpmny5oY3+XLHlwDM6jiLAXUHPFAsyn9r0Pa+jhJ99u44qgtGlZcxqr8FzgUf6Po5zsGDaIMHo+7cmaDZePRRjMGDMbt1g3z57O254Y19WhMQiqLgV8IPvxJ+WRCVuCNBTSkhhMNEnDvHlvfeY9+CBZiGkWSfQpUr0/ydd6jetSuKKslwIYQQQhJEQuQBpmny9qa3mbp9KgAzO8x8sALC0efR9ryKevHnu2OgYJbri157EuR37M5c2S4+HvWzz2yzhuLiANsW9eaLL6IPHw4+PtkcYMZJAkII8TCJvn6drR9/zK5Zs9AT1Yy7w71UKZpOmECd559Hy8iGAkIIIUQeJQkiIfKAD//+kE//+RSAae2mMdBvYMYuZOqoJ2agHvBHsd5dBmMUa43u+xF4+Toi3Jxl3z4sgwej7NljbzKrVkWfMwfz0UezMTAhhBBpFRsZyfapU9k2ZQpxkZFJ9nEtWJDH3nqLesOG4XTPbFAhhBBC2EiCSIhs4hvkT0hcFIWd3dO9I9W9pmybwqSgSQB80voThtYbmrELhe1B2zUcNezuzi6mS3F0v8mYZXrkrQLUAHFxqB99hPrRRyhWKwCmqmKMHo0xcWKCpWQ5RXqLlj/IrmdCCJEbWGNj2TNnDn9/+CHR164l2ccpf34ajBxJ4zFjcPXyytoAhRBCiFxEEkRCZKF768GExEWhKSohD7Aj1axds3hrw1sATGo2iVcbvZrua6h6NJZ9b6Gd+AqFu3Ua9IqDMXzey3t1hgD27MEyaBDK/v32JrNGDfS5czEbNMjGwFIW3CwA/w3+BAxLW7LHUbueicyh9epNK11H69UbfemS7A5HiFzFNAwOLVvGpokTiThzJsk+qpMTfoMH02TsWNxLlMjaAIUQQohcSBJEQmQhR9aD+S74O0auGwnAm4+9ybgm49J9DfXSb1Q7OQJL/CV7m+lRA73eTMwijzkkzhwlNhb1/fdRP/0URdcBMDUN4403MP73vxyxI1mLFi2yOwSRVSIiaKVqYOjZHYkQucrZzZvZOHYsl3btSrqDolC7Tx+aTpxIwYoVszY4IYQQIheTBJEQudCSg0sY8usQAF5p8ArvNn83fVvz3rqItncM6oVV9iZTdcGo+T+MamNAdXZ0yNlO2bEDbfBglEOH7G2mjw/WuXPBL+fs3CUFpYUQImnXDh0icPx4Tvz2W7J9qnTqRPN33qFYLt5cQAghhMgukiASIos4qh7M6qOrGfDTAExMBvsN5rM2n6U9OWTqqCfnoO5/G8V6w96sF22JUX86uFfOcFw5VkwMakAA6pQpKLe3OjYtFoxx4zDeeguc814yTAgh8pKoS5cIeucdgufPT3bL+jJNmtDy/fcp+1genP0qhBBCZBFJEAmRRRxRD2btybX0/bEvuqnTt3Zfvmz/ZdqTQ+H7bEWoQ7fbm0znIpwrOpriDUejWfLejwPln39ss4aOHbO3mX5+WOfMgTp1sjGytLu3bpXI+2SJoRB3xUVF8e/kyWybMoX46Ogk+xSqWpVWH3xAlaeeSt9MWiGEEELcJ++9IxQih0rvDlSJBZ4JpOfKnsQb8XSr3o05T85BVdTUT7RGox56D/XYFyim1d5slH+BuFrvEX7mOsXz2ovq6GhUf3/UadNQTBMA09kZ4+23MV57DZycsjnAtPEN8sf9SChR2qY0zzqThFLOlZafAfK9EwIMq5W98+fz1zvvcPPKlST75C9WjKYTJlD3xRfRcsnPdCGEECKnS8O7SyGEIwQ3C6DN5UL2N/qFnd3RTYPCzu6pnrv1/Fa6Lu9KjDWGTlU6seDpBVjU1PO7yuU/sPzhh3b0M3tyyCxQFWuLP9EbfA0uhR/spnIg5a+/sNSvjzZ1qj05ZNSvj3XbNoyxY3NNcghss84uVHVN1053mzZtyryARNp5erIxfz5bAWpPT+D+nwH2PrePC/GwM02TYz//zBw/P9a+/HKSySGn/PlpMn48ww4fpt5LL0lySAghhHAgmUEkRBa6d/lIWmeE7Lq0i87LOnMz/iZtK7Rl8TOLcdJSeUEccwVt7+uo55fam0zVGaP6WxjV3wQt+3frcrioKNS330abMcPeZLq4YEyahDFqFOTBJXQi59KXLmGjvz/NA5J/nqeljxAPi4s7d7Lhrbc4/9dfSR5XVBXfF16g6cSJFChVKoujE0IIIR4O8o5JPLSyYylOesfbd3UfHRd35EbsDZqWbcry7stxtbgmf4JpoJyej7ZvHEp8uL3ZKNoM/ZGvwKN6BiPP2ZTAQLShQ1FOn7a3GY0bo3/9NVTPm/cscj6pJyRE6sJOnWLzxIkcWrYs2T6VOnSg5fvvU6x27SyMTAghhHj4yBIzkWcFBgam+HVOX4pz5PoROvzQgbCYMBqWasjqnqvJ75Q/+RNunkHb1AbLrmH25JDpXAhr/TnozdfnzeRQZCTqiBFY2rWzJ4fMfPnQP/0UPTAw1yeHCju7U+ZYTIJliJJ0yD2knpAQybsVGsqfb7zBbB+fZJNDJfz8eHbdOnqtWSPJISGEECILyAwikWdt2rTJ/gYtI8V+s9PJsJO0/6E916KvUbd4XX7p/QsFXAok21+5sBJt51CU+Ah7m1GuL7rvJ+BSNCtCznLK+vVow4ahnDtnbzOaNkWfPRsqV87GyBwnuFkA/hv8CRh29zErSQchRG5mjYnh+Lff8vu33xIbHp5kHw9vb1q88w61evdGUeWzTCGEECKrSIJI5Elar9600nW0Xr3Rly65b4v5xMczg2+QPyFxURR2dk9XUupcxDna/9Cei1EXqVmkJr/1+Q0vV6+kO+u3UPe+jnZqjr3JzF8evf5MzOKtH/AOcqiICLQ330SdP9/eZLq5Ybz/PsbQoSBvJkQOJjPAxMPKNAwOLlnCpokTuXFPYv9erl5ePDZ2LPWHD8fimsJyaiGEEEJkCkkQibwpIoJWqmbbQSgjxx0gJC4KTVHTtQPVpahLtP+hPWcjzlK5UGXWPruWIvmLJN054iCWf59DuXHQ3mSU7YFebwY45c1dkZTff0cbPhzlv//sbUbLluizZkGFCtkYmRBpIzPAxMPoTGAgG8eO5fKePUkeV52cqD98OI+NHUv+wnlvd00hhBAit5AEkRCZpLCzO+4HQ4mqVShN/Y+GHKXnyp6cCDtBec/yrHt2HSXcS9zf0TRthaj3jkbRb9matHzodadgVhgAiuLI28gZwsLQXnsNddEie5Pp7o7x8ccYgwblzXsWQohc7tqhQ2wcN46Tv/+ebJ+aPXvS4t138ZIkvxBCCJHtZC2GEA8gceHrewU3C6DN5UIpLi+zGlbWHF1Dx8Ud8Zntw+HrhyldoDRrn11LWY+y958QH4G27Tksu4beTQ551MTaeitmxRfzZKJE+eknLL6+CZJDRtu2WPfuxRg8OE/esxBC5GY3r11j7SuvMLdevWSTQ2Uff5wXtm6ly6JFkhwSQgghcgiZQSTEA7i3EHZ6XI66zDd7v2HunrlciLwAgIJCh8od+KzNZ1QsWPG+c5TQnWj/9kW5eXcrd73iEIy6n4KWL+M3kVNdv442ejTq0qX2JtPTE/3TTzH795fEkBBC5DB6XBw7Z8xgy/vvExsRkWSfQtWqUWX4cJoPHozFIi9DhRBCiJxEfjOLPCMwMPBussbTk426TitNy7TxfIP8cS8Ryuog/zQVoTZNk7/P/82s3bP48ciPxBvxABTJV4QBdQcw2G8w5b3KJ3Ui6vEvUfeNQzFt55hOnuj1Z2GW6ebIW8oxlFWr0EaORLl61d5mdOyIPn06lC6djZEJIYRIzDRNjv30ExvHjSPsxIkk+7gVL07TiRPxef55jp88iSJJfiGEECLHkSVmIs/YtGmT/e/60iVsrFUz03YoA1sR6gtVXVMtQh0ZG8nsXbN5ZO4jtFrUimWHlhFvxNO4dGPmd57P6VdO837L95NODsWFoW3tjhb8uj05ZBRqiLXtjryZHLp6Fa13byy9e9uTQ6aXF9Z589B//FGSQ6nwDfLnzxKh+Ab5Z3coQoiHxJW9e/mhXTtW9uiRZHLIki8fTcaPZ9jhwzwyeDCqzBoSQgiRy8ybN48mTZrg7e2Nt7c3TzzxBOvXrwcgLCyMN998kwYNGlCyZElq167NW2+9RUSimbTnz5+nZ8+elCpViipVqjBhwgSsVmt23E6K5Le0eCgUdna3bzmfme6dxXTw2kHWWdbx1ZdfERkXCUB+p/z0qdWHIY8Mwa+EX4rXUkK225aURZ+1t+lVx2D4vAuqU+bdRHYwTZRly9BefRUlJMTebDz1FPpXX0HJktkYXO4REhdFeFVX9HTsnCeEEBkRdfkyQZMmsXf+fDDNJPvU6tOHlu+9h0fZJGrqCSGEELlEqVKl8Pf3p1KlSpimyeLFi+nbty+bN2/GNE0uX77MO++8Q/Xq1Tl//jxjxozh8uXLfPfddwDouk6vXr0oXrw469at4/LlywwbNgwnJycmTpyYzXeXkCSIRJ6Q2nKvtCwBc4QNmzYQUiKE2btms/ncZtCAOKhSqApDHxlKvzr98HL1Svkipol6fCrqvvEopi2rbDoXQm/4DWbJjpl+D1nu8mW0ESNQf/rJ3mQWLoz+xReYPXtKrSEhhMhBrDExbJ86la0ff0xcVNLJ6NKNGtFm8mRKN2yYxdEJIYQQjtehQ4cEX0+YMIFvvvmGnTt30q9fPxYsWGA/VqFCBd5++21eeuklrFYrFouFjRs3cvToUVavXk2xYsXw8fFh/PjxTJo0ibFjx+Ls7JzVt5SsPJMg0nU9wZ/i4RISF0VYVVeMuCj7Y6BZs2bJPh40E8AE88EeMyZg6HH8fvx3Bmz9gEjX/cT/GG0bQ9GoZK3EF89+QYtyLez1FlIcLy4Up51D0C7/am8yCjUmruECyF8WHPz4ztbnjWmiLl6M0+uvo4SF3Y3pmWeInzIFihcHw8j6uHIY0zST/f6oHp4E6jotNc3e587n+LquU8jJjQKHwoisWVB+NjqYo547Kf2cEiInMU2TIytXsvntt4k4ezbJPgXKlKHF++9To0cPFEVJ8rEtr9eEyBh57giRfsk9b8zbM19v3LiRoCaei4sLLi4uqV5z9erVREdH06BBgyT73LhxgwIFCtg3Y9ixYwc1a9akWLFi9j6tW7fmtdde48iRI9SpUyf9N5dJ8kyC6NSpUwCcSKY4osjbrFYrmqKimwZHjx4FoGTJkva/J1ZD18E0wDCT7ZOU4OBgKtSowJ6QPdw4E4Q16hLW6Gs8vWu2vY9iycfgSv3oVr4b65avo1RsKY4dO5bqtfNHB1Puwlto8ZftbVeLDOBSseFwPhpIe5zpldXPG8uVK5R5/308g4LsbfEFC/Lf+PFEtG0L4eG2/wRxcXHJP0YnTeT3BQso+vzzcPTofc+DJUV7s+DsAp5v3jtdj3ORdg/63Enp55QQOUXYwYPs//RTQvfuTfK4li8fVV98kcr9+qG5uqbpd568XhMiY+S5I0T6JX7eKIpCuXLlqF27NlH3zIZ96623GDt2bJLXOHjwIO3atSMmJgY3NzcWLlxI9erV7+sXEhLCp59+Sv/+/e1tV69eTZAcAihatCgAV65cyfB9ZYY8kyCqWLEiJ0+epHLlymiZuHOVyJksFy2oiopiGlSrVi31/poGmgp60v39tgQQGn8TAA8U3iv9GH+d+4vlJ5dz7fQ1TBLWWyjvWZ7LTvlw9aqAk1d5praeDEDgmsDU4zENtONfYDnjf8+SssLE15+HR4l2eKTlHyCDdF3nxIkTWfe8MU20BQuwvPUWyj2F2/SePdEnT6ZEkSKUyPwochVnZ+cUH0Nt27a1H0/qeZDa+SJjsvy5I0Q2iPzvP4L8/Tnw/fdJd1AUfPr1o6m/PwVKlUrTNeW5I0TGyHNHiPRL7nljmiZxcXEcOHDgvhlEyalSpQpBQUHcuHGDNWvWMHz4cH755ZcESaIbN27Qq1cvqlWrlmyiKafLMwmiO99wTdPkh2YekGDL+jS689RO0/ffy5ONuk6rZB4v16Iuc+vyHuJuXODqrRB6M8124Pa+f1UKVeG85oyLRxks7iU51ulryvz5mn32xp1rKoqScjyx19G2D0S9/Lu9ySjSBL3RQpT8ZciqR3KWPG/OnUMbPhz1jz/sTWaJEuhffYXZuXOW3Wtu07JlyxS/N61bt07wdeLnQaqPQfFA5HeOyIvio6P5d/Jk/p08mfjo6CT7lG3alLaffUYJv5Q3XEiOPHeEyBh57giRfomfN3eWmHl4eCRIEKXE2dmZihUrAlC3bl327NnDrFmz+OKLLwCIjIyke/fuuLu7s2jRIpyc7m4qVKxYMXbt2pXgeteuXQOgePHiGb6vzCDb3ItsERgYmOLxe7eszwz60iVsrFUTfemS+44tP7Sc0AOLib4SjPWWbUetGkVq8NIjL/F0/NOcHXmWg0MP4lGhFfmLVEdzKZChGJRrQVjWN7Anh0wU9OpvoTdfD/nLZPzmchrTRJ0zB4ufX4LkkPHcc1j37sXs3Dkbg8v50psoTaxFixaOCUQIkeeZhsGB779nVq1a/PXuu0kmh7wqVKDrkiU89+efGU4OCSGEELmdYRjExcUBtplD3bp1w9nZmR9++AFXV9cEfRs0aMChQ4fsSSGwvR8uUKBAjpvpn2dmEIncZdOmTcm+8dV69aaVrqO17wCenkkmcSBjs4xSEhkbyat/vMrC/QsBcHIrjlupeljcSxHcYQZar95s1KHMwNHJxpQmty6h7RuHeu4He5PpUhS94beYJdo+6G3kLGfOoA0dirpxo73JLFUKfcYMzI55cEe2bFbY2R33g6FE1Spkb3Pkc0QIkXdd+Ocf1r/2Gpd27kzyuHOBAjw+fjz1R4zAkkoBTyGEECIvCQgIoE2bNpQtW5bIyEhWrFjBli1bWLlypT05FB0dzezZs4mMjCQyMhKAIkWKoGkarVq1olq1agwdOpRJkyZx9epV3n//fQYNGpRqUeysJgkikfNERNBK1UDV4J46NYmllGRKj9Php1l/aj2f//s5p8JPoSoqriXr4VG6EYqqoZtGwrgMWxX8ws7uhMRFUdjZPW0DGfGox79CPfQeijXybnPRZuiNFkC+tNVvyBUMA3X2bNTx41Fu3rzbPGAA+scfg5dX9sWWhwU3C8B/gz8BwwKyOxQhRC4RcfYsG8eP5/Dy5UkeV1SVugMH0szfH7dEBTaFEEKIh8H169cZNmwYV65cwcPDg1q1arFy5UpatmzJli1b2Hn7w5VHHnkkwXnBwcF4e3ujaRpLlizhtddeo127duTPn58+ffowfvz47LidFD1UCaLEM04cPQNFOIjn7fpAUVHg6ZlkF/sso169MzSb59C1Q/yh/cGKWSs4Hnrc3u7t4c23nb+l97EfUZSUV2AGN0v4Jjyp2Rt3KFc2ou15FSXyiL3NdCqI4fMuRsWBoOShteQnTthmDd2zQ5lZtiz6zJmYTzyRjYEJIYS4IzYykn8++YRtX3yBHhubZJ/yrVvT5pNPKObjk8XRCSGEEDnHl19+meyxxx9/nLCwsFSv4e3tzfJkPozJSR6aGkS+Qf68fWQVvkH+9rbMrnMjMsZeH2jt7w+2lCsJpmkya9csGn3TiF2WXRwPPY6maDxe9nGaW5uzc9BOHvd+nMLO7uimQZljMWmeIRTcLIA2lwslSBx5OkWg/dMHS1B7e3LIREGvOBhrh4MYlYbkneSQrqNOm4alXr0EySF98GCse/ZIckgIIXIAQ9cJ/vZbZtWqxdaPP04yOVSoShV6/PgjfX77TZJDQgghxEPkoUkQhcRFcaGqKyFxUdkdisigewtbJy4yXdjZPdVkTkh0CN1XdmfkupHE6rHU86zHsm7LuDz6Mhv7beQx/TG8XL0AW7LnQpvJ9yV80syIQz38Ea9Xm4d6YeXd5kINsbb5B6PedHApkv7r5lRHj6K1aoX2+usot24BYJYvj3XdOozp08HDI5sDFEIIcXbzZuY3bsyvQ4Zw8/Ll+467ennR5rPPGLxnD1U6dUrzzi5CCCGEyBsemgRRWqS2s5bIXinN+Epq9s69tpzbQoN5Dfj52M84qU581uYztg7fSpdqXfB09bQtWTt4CK19B7RevZMexNOTjfnzJbvs7Q7l+lYs6xugHZiIhu2TWdOlKNb6c9BbBUHBR1I8P1e5cAH1ww+xNGiA+s8/9mZ9+HCsu3djyhLOLCe7lgkhEgs7eZIVPXrwfdu2XAkOvu+4omnUf/llhh4+TMORI9GcnbMhSiGEEEJkt4eqBlFqHFX0WDieb5A/7iVCWR3kn+4ZPXP3zGXkupFYDStVClVhUZdF+JVI29a8977Z1pcuwQgMRE/uMRIXTpdSv2MJ/NDeZKJiVB6OUWsiOHulK+4cyTTh8GHUn35C+ekn1ES73ZiVKqF//TVm06bZFKCQn2FCiDtiIiL4+8MP2fHllxjx8Un2qdShA60/+ogiNWpkcXRCCCGEyGkkQSRyhZC4KMKruqKnsEQw8cwJq2HljT/fYPrO6QD0rNmTWR1n4Z7EMjR96RI2+vvTPCBh8inxm+0k33ybJsqF5Wh7XqNhoSv2ZqNgPfR6M6Bg2pJROZZhoGzbhrJmjS0xdOLEfV1MRcEYORIjIADy58+GIIUQQtxx7eBBDq9cye7Zs4m+di3JPkVq1KDNp59SUerDCSGEEOI2SRCJLPegO5Al597kTditMPqu7sufp/8EIKB5AGMfG+v4ego3z6DtHoV6+Xd7k2lxx6j9DkblYbm3AHVsLEpgoG2W0M8/o1y5kmQ3s25djM6dMbp1A/n0WQghss2dpNCRlSu5fvhwsv3yFS5Ms0mT8Bs4ENUiLwOFEEIIcVeefmWQnm3sMytpIZIQEUErVQNDz5TLHws5xjPLn+F46HHyO+Vn/lPzeab6M44dxLCiHv8S9WAAih5tbz50owpV+qyF/GUdO14WUbZuRf3qK5S1a1Gi7p+tZaoqZtOmmJ07Yzz1FJQvn/VBCiGEAG4nhVas4PDKlYQcOZJiX9XJifovv8zj48fj6uWVNQEKIYQQIlfJ0wmidNUUyuSkhUhZasm8ws7uuB8MJapWIXtbUsV4N5zeQJ8f+xAeE05Zj7Ks7LGSusXrOjRWJXQn2q5hKOF3C32arqXQH/mCC8c8qZILk0PKnj1o77yDunbtfcfMfPkw27bF6NwZs2NHKJKHdl8TQohcxDRNrh08yJGVK9OUFLqjaufOtPrwQwpVqZLJEQohhBAiN8vTCaKUPEjRY+F4iZN5iZM/wc0C8N/gT8Cwu9+rxAmlmTtnMmb9GHRTp3Hpxizvtpzi7sXTHEOquz/FR6Ie8Ec9MQMFAwATBaPyMIza74CTBy1Lp3m4HEE5epRyb7yBy/r1CdrNQoUwO3WyJYXatpW6QkIIkU3uJIUOr1jBkZUrCTl6NE3nFShdmupdu1Krd29KNWiQyVEKIYQQIi94aBNEaSl6LLJPUrOJkkvgxOvxjFk/htm7ZwPwnM9zzOgwA1eL6wOPeYdyLQht2wsoty7Y20xPH/R6MzELN0zXODnCmTNo772HZdEiXAzD3mx6e6O//TZm377g5JSNAQohxMPLNE2uHThgrymU3qRQje7dKd2oEYqqZnKkQgghhMhLHpoEUeIlSkktWRLZI62zuZJK4IREh9Dnxz5sOrsJBYX3W77Pa41fc2gxauX0t2i7hqOYVgBMLR9GzQkYVUeBmsuSKJcuoX70EercuSj3bHlsFi+OMXYsxqBB4OKSjQEKIcTDyZ4Uul1TKPTYsTSdV6BMGVtSqFs3SQoJIYQQ4oE8NAmixEuUklqyJLJHRmdzHb5+mK7Lu3Iy7CTuzu581/k7nqr6lOMCMw3U/ePRjn5ubzKKtUSvPwvcKjhunKwQEoL62WeoM2ag3Lplbza9vLj8/PMUnDgRzcMjGwMUQoiHj2maXNu/n8O3awqlOynUvTulGzaUpJAQQgghHOKhSRBBGmrMiFxj3cl19F3dlxuxNyjvWZ6VPVbiU8zHcQNYb6Jt64968Sd7k155BIbvJ6DmoqdNZCTqtGmoU6ag3Lhhbzbd3DBGjiR+5EiuXrlCQTe3bAxSCCEeHneSQodu1xQKPX48Ted5lC1L9a5dqd6tmySFhBBCCJEpctE73fRJatlS4iVKkjDKOqntUpZWpmny5Y4veXPDmximweNlH2dp16UUdSvqgChvu/Ufli3PoITvtY2paBh1p2BUHuq4MTLbrVuos2ejfvIJyvXr9mbTxQVj6FCMN96AYsVA1+HKlWwMVAgh8j7TNLm6b5+9plB6k0I1unenVIMGkhQSQgghRKbKswmitCxbSpCw8PRko67TStOyILrcJ3GCJz0JH98gf9yPhBKlbXqgHePi9DhG+CRzswABAABJREFUrhvJN3u/AeAF3xf4qv1XOGvOGb7mfcJ2Y9nSFSXmIgCmxQP90R8wSzzhuDEyU3w86rffor7/PsrFi/ZmU9MwX3gBffx4KFs2GwMUQoiHgz0pdGem0IkTaTrPo2xZqnfrRo1u3SQpJIQQQogslWcTROmlL13CRn9/mgdITaKkJN6GPvHXKXHEjnHXo6/Ta2Uv/jr/F6qi8nHrjxnZYKRji1H/t9q2U5keDYCZvzzWx38Ez1oOGyPT6DrKkiVo776LcuqUvdlUFMxevdAnToTKlbMxQCGEyPtM0+RqcPDdmUJpTQp5eyecKeTA321CCCGEEGklCSKRIt8gf0LioihXIi7VXcbu5aglZQAHrh6g6/KunIk4g4eLB4u6LKJ9pfYOuTYARjzq4Y/QDr17t6nwo+hNVoCLA5euZQbTRFmzBm3SJJRDhxIcMp56Cn3SJPBxYG0mIYQQCRhWK5d27eL4L79weOVKwtKRFKrRrRvV78wUkqSQEEIIIbKZJIjuITWJ7hcSF4WmqFxIxwwgrVdvVF1HmzUbfemSBxr/1+O/0m9NP6LioqhUsBIru6+kZtGaD3TNBML2YNk5BCU82N5keD9r26lMc3XcOI5mmigbNqBOnIi6c2eCQ0br1hgBAZgNG2ZTcEIIkXeZpsm1gwc5ExjI2Y0bOffXX8TeswlASu4khWp0707J+vUlKSSEEEKIHEUSRPdw1IyXh15EBK1UDQw9w5cwTZPPt33O+I3jMTFp7t2cJV2XUDh/YcfEqMegHnoP9ehkFNMWp4mKUWsiRo1xkINftCtbt9oSQ0FBCdqNRo0w3nkHUx7HQgjhUBFnz3ImMJAzGzdyJjCQm+ko7u9Zrpy9ppAkhYQQQgiRk0mCSKSosLO7bYnZ8TiiahVKss+dZWiFnd0fqAj1HbHWWIb/PpyF+xcCMNhvMF888QVOmtMDXxtAuf4P2s4hKJFH7W2mZ230+nMwC9VzyBiZYu9etEmTUH/7LUGz6eOD/s47mB075ujElhBC5BbR16/bEkKBgZwNDCTs5Ml0nW9PCnXvTsl6/2fvvuObKP84gH8u6d6DbtpCSwdlj7JFtjJUBGQI7oWIKDJEEBBRXIj+ZIgiiqKILFGGsvcSKJtSWgoUCt17Z9zvj9Kj6aBNmjZp+nm/XiHN3eV5nkvuudx9eUYHBoWIiIioXjDZAJGrhR3sLqVVGtSg6ikJ+Mw9NBfzXq84+FPSDS21BoNQl1CLajz/9/PYeGUj5IIcX/b/Eq93eF0/F9fKXMguzoEsegkEiAAAUTCHuvkMqJu/C8j0OBuaPkVFQT5vHmQbNmgsFps1g+qDDyCOGAFwlhsiIp0V5eTg1uHDUiuhxHPnqn5TGY3CwtDs0UcRyqAQERER1VMmGyA613Me9qn2oXdPdrfRVkUDTNfV+EwfH/4YG69shLnMHJue2oRHAh/RS7pC4l7IT78OIfe6tEzt3BGq8O8Bx5Z6yUPvbt6E/KOPIKxeDUGtlhaLvr5Qvf8+xGeeAcxMtgoTEelVQUYG0mNjkX7tGtKvXUNGbCzS7v2dc+eO1uk5+PmhSe/eaNqnD/x794adp2ctlJqIiIio7pj03SXHFNJNRVPYl34tHzUafVQqyEeNrvEg1KUVpEVjfsy/AIClA5fqJzikyIT83AzIrq+UFokyK6hbfgB10CRAZoRVICEBsk8/hWzFCggKhbRYdHeHesYMqF95BbC0NGABiYiMjyiKyEtOLg4AxcTcDwbde85PTa1R+taurvDv1QtN+vRBk9694RwYyFZCREREZFKM8O6YjJ4eBqEuS5GbhKzY3QCAtzu9jefbPF/jNIU72yCPmAghP15apm7UA6qO3wH2QTVOX+/S0iD78kvIliyBkJ8vLRadnKCeMgXqN94A7OwMWEAiIsMS1Wpkx8dLLX8yrl1D2r3WQOnXrqEop+ZdnUuY29jA96GHpFZC7q1bQ2B3XiIiIjJhDBBR3XN0xF6VCn3kcgCAqigX6Ve3AGolHgl4BJ/0+aRm6RemQH72Hcji7rduEs3soG61AOrAVwHByC7ws7MhW7wYskWLIJSaKlm0tYX6zTehfucdwMnJcOUjIqpDKoUCmTduaLYAutciKOP6dagKC2slX5mZGbw7d0aT3r3RpE8f+HTqBLmFkY5NR0RERFQLGCAysIrG+9FmvTEoNyB4mQBQWao/1mLv3Ll4eN48FCgLkBm9DeqiHMitnPHr0F8hl1X8viqJIoTbGyA/8zaEwmRpsdpjAFQdlgK2/rqlW1sKCiD77jvIPvsMQkqKtFi0sID6tdegnj4d8PAwYAGJiGqHIi+vOOBTphtYemwsMm/ehKjSXwvV0gSZDA5+fnAODIRzQIDmc2AgzG1saiVfIiIiovqAASI9ko8aDWRmAo6O1RqbRz5qNGQqFeTLv6t0+4rGA6pNuowvdK7nPMzdc3+Ws9IBIKDiGeV69eoFURQxfvt4KHMTIcgt4Rg8BI5WjroVPP8u5BFvQnbnb2mRaO4MVdsvIPo/Y1zTvysUEH75BfKPP4Zw+7a0WJTLIT73HFQzZwJ+fgYsIBFRzRVkZhYPBB0TIwWCSrqDZcfHV52AjmTm5nBq2lQK+pQOAjk1acJWQURERESVYIBInzIzAZm8+Lma2+t7LJ8aq4UylQ0gAcWDXi88thBrLq4BIMA5aBDMrJy0T1ytgOzad5Bd+hCCIuP+Yp+hULX/BrAyolll1GoIf/wB+YcfQrh2TXPVqFFQzZkDBBnh2EhERBUQRRH5qanSoNClxwJKu3YN+aVaRuqbuY1NccAnIAAugYFwbtZM+tu+cWPIKmnBSkRERESVY4CItFdFF7Lq2Bq9FbP2zQIA2Pn3hKWjH1Siuop3aRLu/gP5uWkQsq9Ky0RLd6ja/w9i4+E6l03vRBHCli2Qz50L4dIljVXqIUOg+uADoHVrw5SNiOgBRFFEzt270tTwGrODXbuGwlLjpumblbNzuS5gJQ9bDw/OIEZERESkZwwQGTGpu9ejA6vdba0uqP5YC/W+fVDp2PXtYtJFPPvXsxAh4rX2r+GgjUu5LmgPlHUZ8nPvQpawQ2OxusmzULX+DLB01alceieKEPbuhWzOHMhOntRYpe7dG+oPP4TYubOBCkdEVEyaGSwmRqM1UEkQSFlqVkV9s/X0LD8eULNmcA4IgLVLNX8TiIiIiEgvGCCqZTUaZLqku5c23dbqiK77lJybjGHrhyGnKAe9/HthUf9FMJebl+uCVqHCVMgufwTZteUQxPtd4NSuXaFu+yVEl446lak2CMePFweG9u/XWK7u1Kk4MNSnj2EKRkQNklqlQtatW/dbAl27hrToaGlg6NqaGQyCAEc/PzjdCwC53OsWVhIQsrCzq518iYiIiEhrDBDVouoMQm0qevXqVeX6IlURRm8ajRuZNxDoHIjfn/wd5nLzqhOXxhmaD0GRLi0Wbfygar0AYuOnjGcQ6nPnIJ87F7Lt2zUWiy1bQvXhhxAHDzaeshKRSVErlciMi9NsAXSvVVDG9etQFRXVSr4yMzM4NWkijQNUOhDk1LQpzCwtayVfIiIiItIvBohqkzEOQl1LqmpR1KtXL7z+z+s4dOsQ7C3ssXHERrjaVNEVTJUP2fWfIItaBCEvTlosym2gDp0OdchkQG6tj+LX3NWrkM+bB9n69RqLxWbNoJozB+LIkYBMZqDCEVF9IYoilAUFKMrJgSI3t/g5L096rcjJQVFenrQuLyWlOAgUE4OMGzegViprpVxmVlbSINBO98YBKgkCOfr5QWbGywkiIiKi+o5XdHqUYlaEDAsRgloFdXoszKzyIQjy4teZxQEOTztPWMiNeIpdPQxAXZGlp5bix7M/QoCAX4f+ijC3sMo3VmQXtxi6+j8IhYkaq9T+46BqNR+w9tFr+XR282bxdPWrV0NQ3Q8Eio0bQ/X++xCfeQYwr0YrKSIyGWqlErmJichJSEDO3bvISUxEzt27yE1KQlF2dnFwJze34gBQbi5EtXYD9uuLua2tNAh0ycxgJeMB2Xt7Q2CQm4iIiMikMUBUQyq1Cjtjd+K7iO/wT9dDEEt6D30bCnQqteHSZgAANxs3/PzEz+jXtF/ViZcEa3JyAEdHvZe9ROlxklR/rMXeuXPx8LwqxgPSwq7YXZi6eyoA4NO+n2Jgs4HltunVqxdQlAZZ9BLIopdqdCUDALXnQKhbzDaecYYSEyH77DPIvv8eQqluG6KbG9QzZkD9yiuAlZUBC0hE+qbIyysO+CQkICs+HrEXLiBBrUZemWBQXnIyIIqGLm6FLOzt4dKs2f0Zwe797dKsGWcGIyIiImrgTCpAdO7cOYSEhOj03pVnVmLtpbVwt3WHj70PvOy94G3nDR97H3jbe8Pb3htWZlbILszG9czruJlxE+eTzuPncz/jRuaN4kQEwEZlBhkA0coSYkE+RKD4YWEOlahCcl4yhqwdgg8f/hAzIOJBl+I1nS2suvbv36/7QNpV2B6zHWP/HAu1qMazrZ/F253eLr9RQQL6uu6AbNtwCMocabEIAWLjYVCFTgec29VK+bSWng7Zl19CtmQJhLw8abHo6Aj1lClQT5wIcNBVonpDFEUUpKdLgZ+S59x7rX5KluUmJtbqlO76ZOXkJAV+yrYGsmnUiEEgIiIiIqqQyQWIRo4cqfX79lzfgwn/TICIB/+Pr625LXIVueWWO1s547nWz+GV9q/g1//9inn3Wt/IHx1YPAOZWgXVv/+gQFmASTsmYdW5VXh///s4FeaGn6JbwUFd+cV6bQVuHqSqAaer67vT3+GtnW9BLarRv2l/LH10qeaNSV4cZFe+hOz6TxDUBdJiUZBD9HsaqtBpgEOoXspSY3l5kH3zDWRffgmh1Ixyoo0N1BMnQj1lCuDsbMACElFpaqUSuUlJGkGfkkCP9DohAbkJCbU2eLO+mNvYwNzODha2tjC3tS1+trODhY0NLB0d4dS0qUZrIBvXKsZ3IyIiIiKqgEkFiHRxO+s2ntn8DESIGB46HF0ad8Gd7DuIz47H3ey7uJNT/HeBskAKDrlau8Lf0R9NnJpgYOBAjAwbCWvzqgdLtjKzwneDvkMn7054e+fb2NwoGZE2x7HhciuUtHsq3d3LUGqav1pUY698L07sOAEAeK71c1g2cNn9GctyYiCP/AzCzd8giPcHVBVlllA3fR7qkCmAbZMalUGfhN27IZ84EUJsrLRMtLCA+tVXoX73XcDDw4ClI2pYpG5epQI9uSUBn1LLjKGbl8zMDLYeHrDz9ISdpydsPT1h5ehYHOSxs7sf7KngtRQQsrHh2D9EREREVCcadIBIoVJg7OaxSMlPQRuPNvjxsR81Aj0lwRpRFJFekI6UvBR42nnCwdJB5zz379+Pl3u/jDYebTDquz6IsslDl3an8EPkRgxvPrxWu3vVhQJlAV7c8iJOmBUHhz7o+QHe6/5eccshdRFkV76ALPITCOpS4/bIbaEOfBXq4LcBay8DlbwCKSmQT58O2a+/SotEuRzis89CNWsW4OdnwMIRmY6y3bxy77XuKTfIc0KCUXTzMrexga2nJ+SOjmjUtCnsvb2lIJAUDPLygo2rK4M7RERERFRvNOgA0ax9s3Ds9jE4Wjpi7bC15VoBlQRrBEGAi7ULXKxdapRfm4NzYXclDTny/TjXcx5ORnTC080vYp9TOsb8OQYu/3VGgEdrbD44F+d6Vj5ItD5bGbU5OBd2nmlV5lkdqXmpGL5hOI7ePgpzmTm+H/I9xrYcCwAQUk9Afuo1CFmXpe1Fcyeom02AOuhNwNKIukSIIoQ1ayCfNg1CSoq0WP3QQ1AtWQI0b27AwhHVH2W7eZUd10ca6ychAarCQkMXF9aursUtfry87gd7vLw0l3l5wdLeHiqVClFRUQgJCYFcz7M+EhEREREZQoMNEP155U98/d/XAIAfhvyAQOdA/WdSZsr41KIcZARbQVVUPBCzu8IC/17sgJn+V/GlbxzS4k8gxyEeDrmPPDDZarcyEkVAlQcoswFFNqDMhqDIxoWIo2gV1gSCIgcjsw7CsbECNhlFkJ9KKN5OXQDILAG5DUQzG8DMFqJjK4iNegC2/hVmdS39Gh774zHEpMXA0dIR64evR68mvQBlDmQX50IWvQTCvTGeREEOdfDbUDd/DzDXvTVWrbh+HfI334Rs505pkejkBNWnn0J8/nmArQGIoMjPf+C4PiXLcpOSDN7NS5DL77fqKRPoKf3a1sMDZpaWBi0rEREREZEhmUyAqMexTwHfbLQ7PA/nH/7wgdvmFOVgwj8TAACTO0/GEyFPlNtGPmo0+qhUkI8aDdUfa3UqU3WmjDeDDJ9fD0KHSZ9i7F/PoSjrNtIu/YGTbV5EuGc7IPM8hMLU4iCPMgey7xfjRXkRzOZvhHpwHwhS8CdHCgCh1DIB6nJ5tgOA4h5g+KD0iutnq9wn0doXolt3iI26Q92oO+AQhhN3TuLJdU8iJT8F/o7++GvkXwhzC4OQsAPy029AyIu7/36ndlB2XG48s5KVUCqLB6GeNw9Cfr60WD1iBFSLFgGengYsHFHtE0URBRkZDxzXx9i6edl5ecHW0xN2ZQI/pYNBNo0asZsXEREREVE1mEyASBvfR3yP1PxUNHNpho96fVTxRpmZ6HNvBrK6MKL5CEyM2YbM6G1QFWRgxrqHsblJI7goEjQ3bAc0u/en/NrVOilbaUL+LQhxa4G4tZADyBTNkJ6nxERrQOnqj4m9v4KLlTnkJ56DLO536X2i3BrqFnOhDpoEyIzssDtzBmbjx0M4c0ZaJDZuDNU330AcMsSABSOquZJuXhV17yo73o9RdPNycSkO+nh5FQd+Slr7lF7m5QULe3tO105EREREpEdGdqeuu8NdZ+D9be/j4/FzH7hdgbIAX5/4GgAwvev0+zNr1RJtpow3s3aBX9hwvJ20HhOtsiArGxyqBtHMHjCzB8ztNP6GmQNEc3vAzA57D55En0eeuLfeDqvX/oVnXpgA0dyueHu5NaAuBJR5gCofQmEykHIMOXf+hU3meVhAIeXnKCjxmC3wmC0A3ASODytXJrV7b6g6LAPsaqEbX03k5kI2fz5k//sfBFVxIFAUBKgnTID6ww8Be3sDF5CociXdvCod16fUbF6iunxLwrokyOUas3mVzOil0erHwwO2np7s5kVEREREZCAmEyCqrlXnViEhNwG+Dr54uuXTtZ6fNoNJ91Dcwpd5+9DE+n73jVMFwHWrEDzZ6lkI5g4QFn0LKC2AIgHqL5fdD+qY2QNmtoBQdVeKfRvnolfQm9Jrn46uEBt1rXDbuMw4fHH2R2y5ugV3cu7ADEB7S6CnjYAnXFzRwSwf1urcCt8rmjtB1eYLiE2eBYzsf/qFXbuKp66/fl1aJrZoAdXy5RA7dzZgyaihUyuVyL5zB1m3biErLg7ZlYz1U5iZaeiiwszaWmNAZ9tSAzuXXmbTqBFkHMiZiIiIiMioNagAkUKlwJfHvwQATOkyBRZyCwOX6B5zJeSnxmNjzmZpkSizwmWvMeh56Ffkq6LwtnMyPu83DfJrm4F7Xd8KHVvh76t/w0JugY5eHeGtY4uXyoJY6y6vwxv/vIHMwuIbUTsLOzwS8AgeC34MAwMHwtnaGRDVUOREQ8i+CiEnFsiJhZB7A6JdINTNpwNWRjZ2T3Iy5NOmQbZmjbRItLSEetYsqKdMAcxrt0UZUVFODjLj4pAVF4fMe0GgzLg4ZN26hcy4OGTHx0NU1U3X1spYOTtrjudTegr3UsssHRzYzYuIiIiIyEQ0qADR75d+x83Mm/Cw9cALbV6o8/xdLexgdykNOS1cihc4OuK8RzzadDwH4foBabtjZt7o2G8Xgu2DsNyxF5776zl8/d/XaOLUBCXtfi7Y5OC5Vd1xLvGc9D5vO2+092qPjl4d0dG7Izp4doCrjfbTx2cVZuHtnW/j1wu/AgA6eXfC+w+9j97+vWFpVqb7hyAD7EMg2ofAsHMVVUEUIfz6K+TTp0NITZUWqx9+GKqlS4HgYAMWjkyFqFYjNylJCgCVBH1KB4Hy09IMUjZBJrvfzauKwA+7eRERERERNTwNJkCkUqvw2dHPAABvdXoL1ubWdV6Gcz3nYZ9qH3r37F08y9g7Vmgbd0JanwNzfGTTA6ssWuCWfRAAYEyLMYjLjMPs/bPxzq534OPaAtG2BZjrFwNFoggXaxd423njcspl3Mm5gzvRd7A1equUZoBTwP2gkVdHTLi2HY6eufhz//vY0fENJOUmITkvGUm5ScWPvCRsityE2IxYyAQZZnSbgVk9ZtX6WE21KjYW8okTIdu9W1okOjtD9dlnEJ97zui6v5HxUhYUFAd9bt0qfr55834Q6N6yuh7o2czKSjPgU6p7l9TN695sXuzmRURERERElWkwAaJNVzYhOi0azlbOeK39awYrR+/evYHMizA7NhpC9v1ZyNSej+AJZSCyr6jg0kKzq9j0rtNxM+Mmfjj7A55qcUFaPjhoML4d+C087TyRW5SLs4lncfruaZy6ewqn7p5CTFoMYjNiEZsRiw2RG6T3CXJLiEcL4X/080rL6efgh1WPr0IPvx563Ps6plRC9vXXkM2frzl1/VNPFU9d7+FhwMKRsRFFEflpaZotf8oEgXITE+usPGZWVnDw84O9j4/muD4eHrAtNbgzu3kREREREZE+mFSAqE2bNhUuF0VRaj30Rsc3YG+p++xU+/bt02rg6bKEG79AHvEmBFVxwKJAZQmzLksh+j+DfwUBc/fPxbzX52m+RxDwzaPf4Hb2bfx77V/YK+X46lownnlvEwRBkMrU3bc7uvt2l96Xnp+OiIQIKWh0+u5p3Mq6BVFV3MJBJsjQyLoR3Gzd4G7jLj37Ofrh+TbPw8nKSef9NLiICJi99hqEc/e74Im+vlAtXgxx0CADFowMTaVQID0mBilXriD1yhXpOS06GkU5OXVWDhs3Nzj4+sLB1xeO/v5w9PWFg58fHP384ODnB5tGjRj4ISIiIiKiOtMgAkTbY7bjfNJ52FnYYWL4xBrlsX//ft0CRKp8yM9Mhuz6j9Ii0akNlvzXFW+NfrbKt5vJzLB22Fr8+VI39M5qBN8Cc6gEAW0OzoXdlTTkyPfjXE/NwJKztTP6Nu2Lvk37Ssu8/3kdUBYCZla49chiyGUm1uUkNxeyefMg++YbCPem9hYFAeqJE6GeNw+wszNwAamuFOXmIjUqCqmRkUgpFQhKv3YNaqWyVvOWmZndD/74+UlBoNKvzW1sarUMRERERERE2jCpAFFFRFHEJ0c+AQC81v41uFi71H0hcq4VdynLuN+aRd30JajaLULa4U+rnYyNuQ2eTfIqnsUMxbMcpRblICPYCqqi6rV8kJnbQG5hB5WoNrngkLBjR/HU9TdvSsvEli2h+u47iOHhBiwZ1aaCjAwkX76MlMuXNVoFZcXF1Vqelo6O94M9Ja1+SrUEsvX05Hg/RERERERUr5h8gGjfjX34785/sDKzwtud3tY5Hfmo0UBmJvrY2UE+ajRUf6wtTr+KLmdC/GbI/3sZgjILACDKraFqvwRik2cq3L5Xr146l7HBSkqCfOpUyNaulRaJlpZQv/8+1O+8w6nrTYQiLw8pkZFIvnRJ45EdH6/fjAQB9t7e94M+ZYJADn5+sHJ01G+eREREREREBmbyAaJPjxa30HmxzYvwsKvBoMSZmYBMjj55+YBaJS2utMuZWgHZhVmQX/1aWiTaB0PZdS3g2FJaVjYgVJPxjRocUYSwenXx1PWlpg5X9+4N1ZIlQFCQAQtHulIVFSH16lUpAJRy6RKSL19GemwsIIp6y8fW0xONQkPhGhpa/BwSAueAANg3bgw5g4pERERERNTAmHSA6Pjt49h/cz/MZGZ4p8s7dZJnr169gPx4yI+NhSz1qLRc7fsUVB2WA+aaA2TrOyBU0tIJjo5SKyeTFBNTPHX93r3SItHZGaovvoD4zDOcur4eUKtUyLh+vVyLoLSrV/U3RpAgwKlpU81A0L1gkLWzs37yICIiIiIiMgEmHSAqaT00rtU4+Dn61UmefcLUkO/qBKEwGQAgCuZQt10IdeD4ugla3GvphMzM2s/LEBSK+1PXFxRIi9WjRkH15ZeAu7sBC0cVEUUR2bdvI/nyZY1AUEpkJJT5+XrJQ2ZmBpfgYDRq3lwjGOQSHAxza2u95EFERERERGTKTDZAdDbxLLbHbIdMkGFa12m1kkebg3Nh55mGzQfn4txDcyGLXADZpfkQUNwNRrTxg6rr7xBdOECyPginTkE+fjyE8+elZaKfX/HU9QMHGrBkVCI3OVkzCHTvuTArSz8ZCAJcAgPRqEULuIWFwa1FC7i1aAGXoCDILSz0kwcREREREVEDZLIBos+OfAYAGNF8BIJcamcsmpIZxJwKkiE/9BhkibukdWrPgVB1+hGwdK2VvBuU7OziqeuXLLk/db1MBvWbb0I9dy6nrjeAwqysci2Cki9dQl5Skt7ycPD1LQ4AlQSCWraEa0gIp4cnIiIiIiKqBSYZILqScgWbrmwCALzb7d1azauj4g6W52yHLDMXACBCBnXLD6AOnQ4IslrN2+QpFJD98ANkH38MoVTgQWzdGqrlyyF27GjAwjUMivx8pF65cj8IdC8opM8p5K0bNYJ7y5ZSayC3Fi3QKCyMM4URERERERHVIZMMEH1x7AuIEDEkaAhaubeqnUxEEa8WnMWc/CMwx71WLZYeUHVZDdG9V+3k2VCIIoSNGyGfMwdCTMz9xVZWUM+eDfXbb3Pqej1TKRRILzVzWMkj/do1iPdabdWUhb29RhCo5GHLcaOIiIiIiIgMzuQCRDczb2LNxTUAgPe6v1c7mZgrIT82GvPzD0mL1I0egqrLr4C1V+3kqaM2B+citSgHrhZ2ONdznqGLUyXh0CHI3nsPsv/+01iuHjECqo8+AgICDFQy0yCq1ci4cUMKACVdvIj4s2ex5cYNqIqK9JKH3NISjZo3LxcIcvD1hcDZ5YiIiIiIqB5ZuXIlfvzxR9y6dQsAEBoaimnTpqF///4AgIKCArz//vvYtGkTioqK0KdPHyxcuBDupf4j/NatW5gyZQoOHz4MW1tbjB49GnPnzoWZmXGFZIyrNHqw6MQiqEQV+jbpi3DvWhgc2jkbQu+zEOLvz7602LI9xj+8A5AZ38eZWpQDuSBDalGOoYvyYJcuQT5rFmTbt2ssVj/8MNSffMLuZFoSRRE5d++WaxGUcvkyFHl5eslDkMvhGhxcLhDkFBAAmVyulzyIiIiIiIgMydvbG3PnzkVgYCBEUcTvv/+OsWPH4sCBA2jevDlmzpyJnTt3YtWqVXBwcMD06dPxzDPPYMeOHQAAlUqFUaNGwcPDAzt27EBCQgJef/11mJubY86cOQbeO03GF9GogeSCZPx8/mcAwIzuM/SfQVA8hC6REMyKu9xkCJZ4y3YA/jVvgvF1FRxydMRelQp9dLwBd7Wwg92lNOS0cNFzwXR0+zbkH34I4ZdfpAGoAUBs0QKqBQsgPvoowFYnD5SXmoqUCgaMLkhP11seTgEBGrOGubVoAZfgYJhZWuotDyIiIiIiImMzsMyM2bNnz8aPP/6IU6dOwdvbG7/++itWrFiBnj17AgCWLFmCzp074+TJkwgPD8fevXsRFRWFzZs3w93dHa1atcLMmTPxwQcfYMaMGbAwotmYTSZApFKpsDpmNQpVheji0wXdfbpDpVLpnJ5cBAAREAFVYTbMelyGEHJXWq92ao/+6pa4beYMiOoa5aUN1ZrfsGfePPSYOxe4l6dYsk6l0ix3Besjus/BfsV+9Oreq87KXKHMTJgtXAj5kiUQCgqkxaKPD5Rz5kA1diwglwN6Gv+mvlOrVMi8eRNpV68WP6KjkRoVhbToaOQmJOgtHzsvL2kK+ZJn19BQWFQyU5xBjyEiAyo59lkHiLTDukOkG9YdIu1VVm9EsfgOOSsrS2MIDEtLS1hW8R/gKpUKmzdvRl5eHsLDw3Hu3DkoFAr06tVL2iY4OBiNGzeWAkQnT55EWFiYRpezvn37YsqUKbhy5Qpat25d013VG5MJEJ2JOoP119cDAMb6jsXVq1drlF5zlQoQ1YB9LsQdXTSCQ6pL3rg04lvE3l4FuVIJlahGVFRUjfLTRlFRkZSfnWgOp6hsZATbIyoq6n651SKioqKgVCohF2QaZfTy8qrT8pYmFBXBdd06ePzwA8wyMqTlKjs7JL70ElLGjIFoZQWUGpy6ISnKykLOzZvIuXEDOdevI/ve37m3bkGtpzGCAMDcwQEOQUFwCAyEQ7NmsG/WDA6BgbAoM3NYFoCs+Hi95UtkamIa6LmKqKZYd4h0w7pDpL2y9UYQBPj7+6Nly5bIybk/FMu7776LGTMq7ol06dIlPPLIIygoKICtrS1Wr16N0NBQXLhwARYWFnAscx/l7u6OxMREAEBSUpJGcAgA3NzcAEDaxliYTIBoV/ou5Kvy0ca9DV7q+VKNB8M1k8uBwGQI3S/BovBeSxyFHOLR5hCiPRA8uzXMEswgE2QQRDVCQkL0sRvVYmFhIeV3KeRjzDs0D3PHz71fbrkMUBWXyeyOYcpYjloN2bp1MPvgA8hu3pQWixYWUI0fD+X06XBxdYWRdHyrVWqlEpk3bxa3ALrXGijt6lWkXr2KvKQkveZlbmuLRs2bl2sVZOvpCUEQoFKpEBMTg2bNmkHOcYOIqo11h0g3rDtEumHdIdJeZfVGFEUUFRXh4sWL5VoQVSYoKAgHDx5EVlYW/vrrL0yYMAFbt26t1fIbgskEiH469xMAYHrX6TUfCVxdBKHLVQgtb0mLxCx7iDtbYK/KA32c5NIBVnI41eWJWhAEjfw0Xgv3/hFg0DKWJuzZA/nMmRDOnNFYrh4zBqp584AmTWCKP3P5aWlIvdclLDUqCqn3ntOvXYNaodBrXnILC7iGhpYbMNrRzw+CTFb1++VyXmwQ6YB1h0g3rDtEumHdIdJe2XpT0sXMwcGh2g1LLCwsEHBvRu22bdvizJkzWL58OYYNG4aioiJkZmZqtCJKSkqCh4cHgOLWRKdPn9ZILzk5GQCkbYyFyQSIMosy0dSuKYaGDK1ZQnlxkB8bqxEcUvuNgarDUuAlO+ydOxcPzzP+6eKNwtmzxTOT7dqlsVjdrx9UH38MtGtnoILpj1qpRHpsrNQCqCQQlHb1KvLuVXp9snJ2hmtwMFyCg+EaEgLXe88uQUGQGdkUiURERERERKZIrVajqKgIbdq0gbm5OQ4cOIDHH38cABAdHY3bt28jPLx4VvXw8HB8+eWXSE5OlrqW7du3D/b29obt5VMBk7mjnNBhAlwULpAJVbeWqIyQsAPyE89DKEoFAIgqAeLxYKhGrOJMWtq4eRPyDz6AsGYNBFGUFott2kD1yScQ+/UzYOF0k5eaer8l0L2uYalXrxa3BlIq9ZqXIJfDuWnT4sDPvSBQSUDIplGjGnefJCIiIiIiouqZN28e+vXrB19fX2RnZ2PDhg04fPgwNm7cCEdHR4wbNw6zZs2Cs7Mz7O3tMX36dISHh0sBoj59+iAkJATjx4/HBx98gKSkJHz88cd4+eWXqxwUu66ZTIBo7kNzazQwtezyAsguzYNwb84vMdsK4r62QLKt0QWHSo+QblTS0iD77DPIli6FUGpAZdHfH6p58yCOHg1Uo7uToagUCqRfuyYFf0p3DctPTdV7ftYuLsVBoODg+y2BgoPhHBAAuRFNdUhERERERNRQpaSk4PXXX0diYiIcHBzQokULbNy4Eb179wYALFiwADKZDM8++yyKiorQp08fLFy4UHq/XC7H2rVrMWXKFDzyyCOwsbHBmDFjMHPmTEPtUqVMJkBUE8L1nyG/9IH0Wu09BPgsC1BaATC+qSRLDkSjkZ8P2dKlkH3+OYRSM5OJLi5Qz5gB9euvA0YSGRVFEXkpKfeDQPdaBKVevYqM69f13hpIZmYGp4AAKQBUOiBk06iRXvMiIiIiIiIi/Vq8ePED11tZWWHhwoUaQaGy/Pz8sH79en0XTe8YIMo4C3nEm9JLVcsPoQ59F/KiQYDxNnbR8KAWRa4WdrC7lIacFrUwP5hKBeG33yCfNw/CrVIDeltZQT1xItTTpwNOTvrPtzpFKypC+rVr0rhApVsF5ael6T0/60aN7o8JVKpLmFPTppCbm+s9PyIiIiIiIiJ9atgBoqIMmB0dDUFdAABQBbwKdfMZBi6U9h7Uouhcz3mYu2cu5r2ux4G1RRHCjh3FM5NdvHh/sSBAfPZZqObMAXx99ZdfpcUQkZecrDEwdOnWQKJKv62/ZObmcA4MlIJArqGhUmsga5daCMARERERERER1ZGGGyASRchPvgQhNxYAoHbuAHXbLw1cqHrg/HnIp06FbP9+jcXqQYOg+ugjoGVLvWYniiKKsrORdetWuSBQ2tWrKCjVpU1fbNzd73cJK2kNFBwMp6ZNOVMYERERERERmaQGe7cri/oSsjtbAACiuTNUXX8H5MYxTo5Rys6G7MMPIVuyBEKpljnqjh2h/uQTiA8/rHWSysJC5Ny9i5y7d5EdH4/su3eRc+85+84d5Ny5g+w7d6DIzdXnngAA5BYWcG7WrFyXMJfgYFg7O+s9PyIiIiIiIiJj1iADRELyQcguvC+9VnVeBdg2MVh5jJooQti0CfKpUyHEx99fHBgI1YcfQhwxotwsb6JajdzkZCnAUxIAyrkX+Cl55Kek1HrxbT09NVoBlbQKcmzSBDK5vNbzJyIiIiIiIqoPGl6AKP8u5MfGQoAaAKBqPhOi10ADF0qPHB2xV6VCH30EP2JiIH/7bch27pQWFVhaIvOVV5D5yCPISU5G9hdflAsA5dy9q/fZwB5EbmkJl2bNpFZApaeMt3J0rLNyEBEREREREdVXDStApFZCfnwchMLE4pce/aBuMdvAhdIv1R9rsXfuXDw8r/JBqZUFBSjIzERhqUdBZiYKs7KKX6emomjfPhSeOoVCtRoFALIBZMvlKCosBJYsKX7UMTsvL41p4ksCQQ5+fmwNRERERERERFQDDSpAJLv4PmQphwAAonVjqDr/DAiVBBb02RJHz5QFBchLSUF+SgryUlNRkJFxP7iTmQn/yEhsffllKehjHhmJb9evl9ariop0y1jPs4KVMLOygr2PD+y8vWHv5VX8t5cX7L29i5d5e8POywvm1ta1kj8RERERERFRQ9dgAkRC/F+QRy0CAIiCGVRd1wCWbpVuX52WOPqgUiiQn5YmBXsqe85LTkZ+airyUlKqNWhzQqm/ZQDSa20PKifIZLD19IT9vcCPnY9PhQEgKycnCGXGMSIiIiIiIiKiutMwAkQ5MZD/95L0Ut3mc4iuXap8W69evbTOShRFFGZmIisuDpm3biEvOfl+a597j/zUVCn4UxvTtNcFK2fnci187MsEgGw9PNj1i4iIiIiIiKgeMP0AkTIPZkdHQVBmAQDUjUdA3eyNar21d+/e5ReqVMi4cQNZt24heO8VOCTnwDYpG3988zgy4+KQdesWirKz9bkHtUouCLASRVgBsARgaW4Oy9atYdmyJSydnGDp4ABLR0fYenhIASA7b2929yIiIiIiIiIyIaYdIBJFyM9MgpB5ofilfQhUHb8rNy37/c1FFGRkIOteoCczLk5qCZR172ERH49ln38OAOhX6r3XcLG296YcQSaDlYsLrJ2dYenoWPxwcIBVqb8ty/xt5egIS1GE9dKlsP7tN5iLopSe+qWXoProI8DVtc73hYiIiIiIiIgMx2QCRMePH8cXX3yB2NhYJCYmYtWqVRgcmgDZjV8AAKLcBoUdViP7dgoyb525HwQqCf7ExeHc7ds4JIpIlcthJorwUSrxUEEBHNVqKZ/aHCnHyskJ1o0awcbVFdaurrBp1Kj49b2HtOzes5WTEwSZrPoZ5OZCtmYNZHPnQkhJkRaLrVtDtXQpxM6da2GviIiIiIiIiMjYmUyAKDc3F00aN8ZTffvinY8+Qszm1dibshlZyUBmKpCRbYGcpM5AqRYzpWXKZNhkb4/2hYV4NC8PRYKAA9bW2Gpjg7E5OTqVyc7LC3aenrBxc9MM7ri5FQeBSoJBjRrB2sUFcnPzmnwEFRNFCBEREH78EbK1ayGU6v4m2ttD/cEHUL/+OmBmMocCEREREREREWnJZKICkS+9BI+kJMQBgJMTzv72N3IU96dlVyIDR62sEGVhgUJBgKtKhR4FBfBVKgEASXI5RADdCgqkVkIdCgrwt60tVADKDrVsbmODRFdL5Lo7IMvNDq93eQqOvr5w8PODg68v7H18YGZpWfs7Xpn0dMjWroVs5UoI58+XW61+6imoPv8c8PExQOGIiIiIiIiIyJiYTIBImZ//wPX7ra2RKpdjUG4ubEUR18zNsdnWFuOys+GsVsNdpYIA4JKFBcIUClh4euKGmRmam5uj20svwcHXF45+flIQyMrZGb57pkIuyKAS1fit38y62dEHEUUIhw5B9uOPEDZtglBQoLna1hbiqFFQv/QSxPBwAxWSiIiIiIiIiIyNyQSIHiRLEHDJwgIvZWXBThRhbmuLZn5+SMzNRWpoKIYOGgQHX190zs7GrK+/xr6sLKjy89GxY0ds/P13ODo6Vpiuq4Ud7C6lIaeFSx3vURmJiZCtXl0cGIqJKbda3akT1C++CPGppwB7ewMUkIiIiIiIiIiMmckFiEomKGvkBYS17QmHoHBcKSiA+Ntv+M3D4/6gzpmZKCoqQvPQUHR/7z0kJibilSeewOinn8awYcOQk5ODzz77DC+++CI2bNgAoYKZz871nIe5e+Zi3uvz6nAP7xNOnYLss88gbNsG4V5XuRKiszPU48ZB/fzzQKtWBikfEREREREREdUPJhMgemr9j3CKfhnODpn46i2gz7Sn8OhrqwAAWZs3Q752Lfbs3QtZmVm/bG1tAQA//fQTHBwcMHfuXGndsmXL0LZtW5w+fRodO3ass32p0uXLkM+dC9lff5Vbpe7dG+oXXoA4dChgZVX3ZSMiIiIiIiIivcjPz4elpaUUyzhw4AAuXLiA4OBgDBgwQK95mUyAqKl8OeQumdJrdeMR0t+tWrWCSqVCSkoKunTpUuH78/LyygWP5PLioanVpaa5N6jr1yGfPx/Cb79BKDUbm+jpCfWzz0L9wgtAYKABC0hERERERERE+tK/f39s27YNjo6OWLRoEfbv34/+/fvjp59+wqFDhzB//ny95SWrepP6Ie/Of7hwS47zyV4AgLhbt3HhwgXcvn0bgYGBGD58OCZOnIitW7fi5s2biIiIwP/+9z/s2rULQPGHfubMGSxcuBCxsbE4f/48Jk2aBF9fX7QydBetu3chmzQJZi1bQvbrr1JwSPTygmrxYihjYqD+6CMGh4iIiIiIiIhMiEqlksZF3rJlCzZs2IA333wTv/32G/bu3avXvEymBdHZm8Dji+wBFM9mNmfOHADAqFGjsHjxYnzzzTdYtGgRPvjgA9y9excuLi7o0KED+vfvDwB46KGHsHz5cixZsgRLliyBjY0NOnbsiLVr18La2rrSfHv16lV7O5WaCtnChZAtWwah1CxtorMz1NOmQT1hAmBjU3v5ExEREREREZHBuLm54cSJE+jcuTM8PT2RmpoKLy8vZGdn6z0vQRRL9VWqh0RRRFZWFmxPjUKC0A6Nus2VuobVW9nZkC1eDNmiRRCysqTFoq0t1G+9BfXkyUAlM6sRaUOlUiEqKgohISH1v94Q1SHWHSLdsO4Q6YZ1h0h7ldUbURSRn58PBweHCiejMjZxcXGYMGECLCwsYGNjg+PHj6Nt27ZISUnB7Nmz0bdvX73lZTItiBRdNyD1agwaGbogNVFQANn33xfPTJacLC0WLS2hHj8e6mnTAHd3AxaQiIiIiIiIiOqKn58ftm7diitXriA2NhYjR46El5cX2rdvr/eAsckEiCDI789xX98olRB++QXyjz6CcPu2tFiUyyE+/zxUM2cCvr4GLCARERERERERGUpoaChCQ0NrNY96HyBSKBTSs1wuh0qlMnCJtKBWQ9ixA/KlSyHcvAm1lRXQrFnxqoEDoZowAWjSpHjb+rRfVG+oVKr6V2+IjADrDpFuWHeIdMO6Q6S9yupNyWuFQgELCwtDFK1GUlNT8euvv+LkyZNISkoCALi7u6NTp054+umn0aiR7v2q6v0YREVFRcgvNYAzEREREREREdGDWFtb17sAUUREBIYPHw4bGxs8/PDDcHNzAwAkJyfjwIEDyM/Px8aNG9GuXTud0jeZAJFcLsf169cRGBjIgduIqkmlUuHatWusN0RaYt0h0g3rDpFuWHeItFdZvVGr1SgqKqqXAaL+/fujRYsW+Oqrr8oNsC2KIiZPnozLly9j586dOqVf77uYmZkV74JMJoNarYZMJoNMJjNwqYjqB1EUWW+IdMC6Q6Qb1h0i3bDuEGmvqnpTEkuoTy5evIilS5dWOPuaIAiYMGECHn74YZ3T59mFiIiIiIiIiMjIubu7IyIiotL1ERERUrczXdS/kBkRERERERERUQMzceJEvP322zh79ix69uwJd3d3AEBSUhIOHjyIX375BR9++KHO6bMFERERERERERFRBRYtWoQ+ffrA19cXQUFBGDt2LKKjozW2KSgowNSpUxEQEIDGjRvj2WeflWYYK3Hr1i2MHDkS3t7eCAoKwuzZs6FUKrUqyyuvvIJly5bh9OnTeO655zBgwAAMGDAAzz33HE6fPo2lS5fi5Zdf1nlf2YKoErLxE4C0NMDFBerlywxdHCIiIiIiIiKqY0ePHsXLL7+Mdu3aQalUYv78+Rg2bBiOHz8OW1tbAMDMmTOxc+dOrFq1Cg4ODpg+fTqeeeYZ7NixA0DxgNmjRo2Ch4cHduzYgYSEBLz++uswNzfHnDlztCrPsGHDMGzYMCgUCqSmpgIAXF1dYW5uXuN9ZYCoMmlpEHy8IcbfMXRJiIiIiIiIiMgANmzYoPF62bJlCAoKwtmzZ9G9e3dkZmbi119/xYoVK9CzZ08AwJIlS9C5c2ecPHkS4eHh2Lt3L6KiorB582a4u7ujVatWmDlzJj744APMmDFDp9nUzM3N4enpqZd9LGEyASKVSqXxXFOl+97pK00iY6PvekPUULDuEOmGdYdIN6w7RNqrrN6o1WoAQHZ2tsZsYJaWlrC0tKwy3aysLACAs7MzAODcuXNQKBTo1auXtE1wcDAaN24sBYhOnjyJsLAwacwgAOjbty+mTJmCK1euoHXr1rrtZBm3b9/Gp59+iiVLluj0fpMJEN24cQMAEBMTo5f0wkQ15ADUohpRUVF6SZPIWOmr3hA1NKw7RLph3SHSDesOkfbK1huZTAY/Pz907twZiYmJ0vJ3330XM2bMeGBaarUa7733Hjp37oywsDAAQGJiIiwsLODo6Kixrbu7u5R+UlKSRnAIgDTbWOky1FR6ejp+//13BoiaNGmC2NhYNGvWDHK5vMbpyQSZ9BwSEoLnI1YiVZEDAHA1t8Oq9i/VOA8iQ1OpVIiJidFbvSFqKFh3iHTDukOkG9YdIu1VVm/UajUUCgVOnDhRrgVRVaZOnYrIyEj8888/tVLmqmzfvv2B62/evFmj9E0mQFTyhcvlcr2fNOVyOVIVubC2tAIApBbm8sRMJqU26g1RQ8C6Q6Qb1h0i3bDuEGmvbL0RBAEKhQL29vaQyao/sfu0adOwY8cObN++HT4+PtJyDw8PFBUVITMzU6MVUVJSEjw8PAAUtyY6ffq0RnrJycnS+6tr3LhxEAQBoihWuk3poJe2OM09EREREREREVEFRFHEtGnTsG3bNvz999/w9/fXWN+mTRuYm5vjwIED0rLo6Gjcvn0b4eHhAIDw8HBcvnxZCgoBwL59+2Bvb4+QkJBql8XT0xOrV69GWlpahY/SZdAFA0RERERERERERBWYOnUq1q1bhxUrVsDOzg6JiYlITExEfn4+AMDR0RHjxo3DrFmzcOjQIZw9exZvvPEGwsPDpQBRnz59EBISgvHjx+PChQvYs2cPPv74Y7z88svV6tpWok2bNjh79uwDt3lQ66KqmEwXMyIiIiIiotJk4ycAaWmAiwvUy5cZujhEVA/9+OOPAIAhQ4ZoLF+6dCmefvppAMCCBQsgk8nw7LPPoqioCH369MHChQulbeVyOdauXYspU6bgkUcegY2NDcaMGYOZM2dqVZY333wTeXl5la4PCAjAli1btEqzNAaIiIiIiIjINKWlQfDxhhh/x9AlIaJ6Kj09vcptrKyssHDhQo2gUFl+fn5Yv359jcrSrVu3B663tbVF9+7ddU6fXcyIiIiIiIiIiBo4g7YgWrRoEbZu3Yro6GhYWVmhU6dO+OCDDxAUFGTIYhEREdV7z5z6HqlFuQAAVwtbrO74qoFLRERERETGzKAtiI4ePYqXX34ZO3fuxKZNm6BQKDBs2DDk5uYaslhERET1XmpRLqwtLWFtaSkFioiIiIiIKmPQFkQbNmzQeL1s2TIEBQXh7NmzNeo3R0RERERERERE1WdUg1RnZWUBAJydnSvdprCwEIWFhdLrmkzhRkRERERERERERjRItVqtxnvvvYfOnTsjLCys0u2++uor+Pv7S4+WLVvWYSmJiIiIiIiIiEyP0bQgmjp1KiIjI/HPP/88cLvJkydjwoQJ0mu2ICIiIiIiIiIiqhmjCBBNmzYNO3bswPbt2+Hj4/PAbS0tLWFpaSm9VqvVyM7Oru0iEhERERFRHZKNnwCkpRW/cHGBevmyGqdZMsMjZ3ckIirPoAEiURQxffp0bNu2DVu2bIG/v7/e0ubJn4hKSBeYerq4JCIiojqQlgbBxxsAIMbf0UuSJTM8phZydkciorIMOgbR1KlTsW7dOqxYsQJ2dnZITExEYmIi8vPza5y2dPLn1L5EVHKBWfK/kERERGR0ZOMnQDZydPF/7BAR0QMdPXoUr776KgYMGIA7d4qD6GvXrsWxY8d0TtOgAaIff/wRWVlZGDJkCEJDQ6XHn3/+achiERERERFRXeN/6BARVcvff/+NESNGwNraGufPn0dRURGA4pnhFy1apHO6Bu1ilp6ebsjs9Y7d2ojqh9oY04CIiIiIiKguLFy4EIsWLcLo0aOxadMmaXmXLl3w5Zdf6pyuUQxSXV+VDQhp26eZ46IQGUgtjGlARFSbeM1ARET6wv8srf9iYmLQrVu3cssdHByQmZmpc7oMENVAjQe5u3eTqs0NKi8QiYiIGiAdrhmIiIgqxP8srffc3d0RGxsLPz8/jeXHjx9HkyZNdE7XoGMQkQ6q6JvNwf2IiIiIiIiITNezzz6L9957D6dOnYIgCLh79y7WrVuH2bNn48UXX9Q5XbYgMjX8H0YiIoOrjabbHOeOqP5iC3AiItKnyZMnQ61WY+jQocjLy8PgwYNhaWmJiRMn4tVXdb9OZICIiIhI32qh6XaNuzUTUa2pMgDE/8AzWgzeEVF9JAgCpk6dikmTJiE2Nha5ubkICQmBnZ1djdJlgIiIiMgAeFNCZEIYADIaWp9b+d0RUT1mYWGB0NBQvaXHABEREXizTgbAmxIiIv2rh+fWuuiWzG7KDVvZY4xMQ0FBAS5duoTk5GSo1WqNdYMGDdIpTQaIGhj+OBBVoh5eUBIREZF+lVwrA6i76+Uy3ZL1ETAq2y1Zl27KvG8wIZy1rMaOHDmCxYsX49y5c0hISMCvv/6KwYMHS+tFUcQnn3yCX375BZmZmejcuTO+/PJLBAYGStukp6dj+vTp2LFjBwRBwOOPP45PPvlEp25hu3fvxuuvv47U1NRy6wRBqHB5dTBA1MBwDAsiIiLSh+rcxPIGk+qbkmtlANL1cp0fx3VwM1+dltO8byC6Ly8vDy1btsS4cePwzDPPlFv/v//9D9999x2+/fZb+Pn5YcGCBRg+fDiOHz8OKysrAMArr7yCxMREbNq0CQqFAhMnTsTbb7+NH374QevyvPvuu3jiiScwffp0uLu713j/SjBARERkJNjNjYjqlWrcxBriBpPnUuOlj0CLIYKOJhkoYctpKoMB/Qfr378/+vfvX+E6URSxfPlyTJ06Vera9e233yIkJATbtm3D8OHDERUVhT179mDv3r1o164dAOCzzz7DyJEjMX/+fHh5eWlVnuTkZLzxxht6DQ4BJhQgUqlUGs+AKD3fX1Z9snJpi6WWiGWWVfZa2zx0KZe2adbsc9EH8zfelC7cFEsXG6QMVKx8vTFNZeuFrMz6sssM9XnISl2sGaoMz0esRKoiB67mdljV/iWDlKE+qKruVHSMPWib6n3f2p6/K/rdovrKGM5RZVXnOC973NbF744hzqU1vz5rGFKLcmBtaYXUwpxqfU4VHWM1SaOi63Xdrvn1q+x+lqVb3XnwfUr1jknD3zc0VPq+X6rOMVZV3aqPKqs3JeP1ZGdnQxAEabmlpSUs77Ug1MbNmzeRmJiIXr16ScscHR3RoUMHnDx5EsOHD8fJkyfh6OgoBYcAoFevXpDJZDh9+jSGDBmiVZ6PP/44Dh8+jKZNm2pd3gcxmQDRjRs3AAAxMTEAALValJ6joqK0Ti9MVEMOQC2qERUVJaVXOs2yeWibZ9k8dCmXtutr+rnoQ1hqCuSNG0N1+7bBykCaSuqNqSpbL0peo4Jl2tTH2i5n8MJFMMvOgtLeAVenvlMnZUguzIattTWS87NZP6uhsrpT0TFW2TbVPea0PX9X9LtF9ZcxnKPKqs5xXtlxW5u/O4b4rGp6fdZQVHUeq87vta5pVPZ+Xa75a2pexl5kqgvhKLPEXKc+5fYTQKV1q7p1p6r7lOock2XfU7bcVHv0fb9UnWPMGO4Ta0vZeiOTyeDn54fOnTsjMTFRWv7uu+9ixowZWqdfkoabm5vGcnd3dyQlJUnblF1vZmYGZ2dnjTJU1+eff47nn38ex44dQ1hYGMzNzTXWv/baa1qnCZhQgKhJkyaIjY1Fs2bNIJfLITvxLwBAJhMQEhJS5fvLRmllQnGcVSbIEBISIqVXOs2yeWibZ9k8qqOq91S5Xssy1gZd9ptqh0qlQkxMjFRvTFW5+izINNaVXmbI47JsGcxzciA0bgxZ/J06K5MxnCPqg6rqTkXHWGXbVPeY0/o3poLfLaq/yp0fSq5bAIO1yK3WcV7muK2L3x1DnM9ren3WUFR1HqvW77WOaVT2fl2u+Wsq+8S/sLW2RnZhQYX7WXZ/qlN3yt3LVHGfUp1jsux7ypbbVBlDbwd9nzOqc4yZ4jVgZfVGrVZDoVDgxIkT5VoQ1RcbN27Evn37YGVlhcOHD2vshyAIDBCVfOFyufze3yUfkFC9C5BSzZHLbq+ZXuk0y+ahZZ4VlF+f76l4ve5lrA1yuZz9XY3A/Xpj+iraz4rqfG0fl1UN7lrxeaiSNPQ6zoZxnSOMlfkbbyIsNQUy10bV+ux1OV+XPwa1/W4q+t0iUyCXy8uN/2MM36821x119btjiM+lqt8QY/iuDKf657HKf691T6Oq91f/mr+mtEuvWnWn3L1M9e9TKi/Dg9Mw2Wv4B9wXGkLdnStN9xqwbL0RBAEKhQL29vaQyarqgFc1Dw8PAMXjAnl6ekrLk5KS0KpVK2mb5ORkjfcplUqkp6dL79fGRx99hBkzZmDy5Ml62YcSJhMgaqhM4cRskgP/Ub1X9rjUezBGHzOU1MEAk2XPMVV9DsYwOGydlCEtDfLGjbX67LU9X/PcSFR/sf5SbTOG31se50TF/P394eHhgQMHDkgBoaysLJw+fRovvvgiACA8PByZmZk4e/Ys2rZtCwA4ePAg1Go1OnTooHWeRUVFGDZsmF6DQwADRPWeKZ6YS26iANTrwJcpBO+olDLBmIby/ZY7x1QVlDKGWVGMoQwVqOp8XRfHlDHcUBAR1XdGcQ1gpL91VLWqWpGTccrJycH169el1zdv3sSFCxfg5OQEX19fjB8/HgsXLkRAQAD8/f2xYMECeHp6YvDgwQCAkJAQ9O3bF2+99RYWLVoEhUKB6dOnY9iwYVrPYAYAY8aMwaZNmzBlyhS97SPAAFGtMtUL8dpuQVByEwWgXge+TDF4R/dp+/2WvRggKkvbY0qnGxQTvKHghTaR8TDVa9+yeI1nvKr6bTSKY1QfrciroI/9NIpAqBE5e/YsHnvsMen1rFmzABQHapYtW4a33noLeXl5mDx5MjIzM9GlSxds2LABVlZW0ntWrFiBadOmYejQoRAEAY8//jg+/fRTncqjUqnwzTffYO/evWjRokW5Qao//vhjndJlgKg2GUGLg1rJsz60ICAyNnVwMWAqeEFSPbxBuYd1q86UbeH7m4HLQ0bIANeARnHDT0ajyiECDHCMGuS6Rg/7yesMTT169EB6enql6wVBwMyZMzFz5sxKt3F2dsYPP/ygl/JcvnwZrVu3BgBERkaWK4uuTCZANPniWsTkJsEt4jBWh1dd8QzxY2KI7gWs2BXjxQSZIlMJrPC8pZtyrdSeDdJ7HqZyjJFuTKWFrzFgXdIj/sekXphsa0wjOD54XUO1YcuWLbWSrskEiNIVubC1tkZqYU6F68v9EBvByaIsQ5w8GuwFSpnv32R/FKlBMdULEAZ0q6kOWtLUh2OsLsax4zGpPw31OqQ+1KW6YKrfv7YTPFTH8xErkVyYXe3/DNcaW2NWyhiPU2MsE5kGkwkQVaU+/hDXxUVu2c+lwZ5sTORHsS5uWurDjVGDPY7LMJnPoYYBfQaA6051PuvaPofUSSsXHY7J+nDurAtlb3Lrw/WZqUyeYYzqw/evC60neKhOmoqcB/5nONWeujhOOdMpaevzzz9/4Prp06frlG6DCRDVR4Zoys2TTT1XFy3jjKD1XVU3WmyNV4z1+Z56MhikMdB2Pyob2wF4wGdtBOcQg2gg+13VubA+3uSya53uTOXcWBVjvAag6jGWAHBNr9mMYSbUhlLfjcXWrVs1XisUCsTFxUEul6Np06YMEFHtMJaTZlnG+EPMk2IdMsIbLWP836XK3g8YV302BjWuv0Z4TOpE28kV9LDfZfMwhovculDVfhrj71x11IfAtDF+tsZYJr0wlXNjFerDcV8X6mNLdlMJANfJMciJiozKwYMHyy3LysrCG2+8gcGDB+ucLgNE9EDGetI0yh9inhT1xmQvlGuopse9sdbnmn7fulws1odx6epCla099HCu1TYPo7jIrQNVdfE2yt85E2GMn21dlKk2bt6NIdhKRkTLc6tO/3FlBLNEUzHWf+Pj4OCAGTNmYMyYMRg9erROaTBARLWuLk7cVf0PtD7KYAwnwfrwI6iPMmp7oVwfPpeGqjoXf9p+3/qYstYQs0oao7q4KTXGm3F9q2jsJW1/MxrC50QGVhuBUSMItpLxqup6vKL/uNL2Gp7nTgNi/TdKWVlZyMrK0vn9DBBRjdXFiVvbMWdq5X+ka3gSbCiBE0P8UBvjxUFDCTBUpVZaLdXBBYkxHlNkxCoae6keXjgbw3+ElGWIc6kxfA7G+htirOUi46TL9bhBWpVqifWAjMF3332n8VoURSQkJGDdunXo16+fzukyQEQ1ZordAarT6qE+zDZgDD+q1R1nA9DfZ20MjOGzrw5juBGqD+rjMUjVVxtTUtdLRtB1o+xnX51zaVXfl9b7YQTBverst76/n0rrAaDV90Fk6srWg7LnoAb7G0J1atkyzWNLJpOhUaNGGD16NCZPnqxzukYRIFqxYgUWL16MpKQktGzZEp999hk6dOhg6GJRA1adVg+mcJFUMt2w7MS/cLWwq5UbgKo+p4byWRutOm4ZV18HyuYxaDj6uNDWuqWrEQQIdFH2s6ppAMEgx30Vn32F55Aq3mMKXUor2m99fz+V1QOg9maAJDIJZc9B9fQ3hOqXc+fO1Uq6Bg8Qbdq0Ce+//z4WLVqEDh06YPny5Rg+fDhOnjwJNzc3QxePqNZU1scaQLX7XWt7UVvuf2bvTTcM6N79pz5cWFPt0fYGxVgHyiYjpocL7fowfbBelPmsTDGwWRvnEJ3HQQPqrIVAbex3vTmuiYiozhg8QLRs2TI8++yzGDt2LABg0aJF2LlzJ3799dcaNY0iMnaV9bEGUO1+11pf/Otwo6XvMaZ4QUpE9Y0pBloAno91ZqQta+pD13ci0g3P1wQAs2bNqva2H3/8sU55CKIoijq9Uw+Kiorg7e2Nn3/+GYMHD5aWv/7668jMzMSaNWvKvaewsBCFhYXS65Litx/eD0mxtyGKavhZuyIuPxWCIKv0tXD7NmBmDigVEBs3rvJ1yfuL89QtD23XV5SnvtLU9rU+y1Ab+63t60q/bwBQKnDT1dpgn702x5i+PvvSecYXpEMlqiEXZPCxcjbIMVbT/dT2+35QndfXfpfNE0CVZaitMtWkbtX0GANQ4+9b59elPutaO6ZqMU9tj7G6OI8Z4rMuqzr7re/fKV3OKXo7h9TgPFZWTX+f/VPzq/y+9f07Vp3zmL4/6+rstzFeIwh37wIqFSCXQ/Ty0r3uaVGfa/pd6OOcoq/fUm0+a739dj7gGkHb/a6Nz1rf12cGvQZ8wPddW3nUpG7p+zejOseYLnUtwNUVm9u2h3rd2nK/OYagUqkQFRWFkJAQyOVyablarUZBQQHs7e0hk8kMWELtPPbYY9XaThAE/P333zrlYdAWRKmpqVCpVOW6krm5uSE6OrrC93z11Vf47LPPpNd2dna4ePFirZaTqCFRiWoIggyqezfzREREVA+pVNLNGxER1X9btmyp9TwM3sVMW5MnT8aECROk1yUtiDrMexYFcjXyCwuwvds7GHT0K1hbWiK/sBDbu00u91o2crTU1Ua9bm2Vr0veD6DSNKvKQ9v1FeWprzS1fa3PMtTGfmv7urLvGyhuLv7o250N9tlrc4zV/LNfBGtLK70e13Wx39qWoarv+0F1Xl/7XTZPAFWWobbKVJO6pWuZSvIEUOPvW9fXpT/r2jqmajNPbY+xujiPGeKzLjfTUjX2W9+/U7qcU/R1DqnJeaysmv4+//v1iSq/7/Kvi393Krte08c1gr4/6+rstzFeI9T0c9GlPusrz5qcU/T1W1qT6zFdzykPukYoW3cM8VnX1jWiIa4BH/R911YeNalb+v7NqPgY09/1GNWNzMxMrF69GlevXgUAhIaGYuzYsXB0dNQ5TYO2p3J1dYVcLkdycrLG8uTkZLi7u1f4HktLSzg4OEgPe3v7uigqERERGQFp3JQijpuirWdOfY9BR7/CM6e+N3RRiIiIqAbOnDmDdu3a4dtvv0V6ejrS09OxdOlStG/fvkYznBk0QGRhYYG2bdviwIED0jK1Wo2DBw8iPDzcgCUjIiIiMi0MrhEREZmGmTNnYuDAgTh37hxWr16N1atX49y5c3jkkUfw3nvv6ZyuwbuYTZgwARMmTEC7du3Qvn17fPvtt8jNzZVmNSMiIiIiIiIiomJnz57F//73P5iZ3Q/pmJmZYdKkSejTp4/O6Ro8QDRs2DCkpKRgwYIFSEpKQqtWrbBhw4ZKu5gRERERERERETVU9vb2uH37NoKDgzWWx8fHw87OTud0DR4gAoBXX30Vr776qqGLQURERERERERk1J588km8+eabmD9/Pjp16gQAOHHiBObMmYPhw4frnK5RBIhqQqlUAgA8LOxRKFejQLSESqWCl4UjrCzMUSBaVfha9PCA4OoKUamCuhqvS94PoNI0q8pD2/UV5amvNLV9rc8y1MZ+a/u6su8bAESlYT97bY4x/Xz2Fno9rutiv7UtQ1Xf94PqvL72u2yeAKosQ22VqSZ1S9cyleQJoMbft66vS3/WtXVM1Wae2h5jdXEeM8Rnrct+6/t3Spdzir7OITU5j+nr3Cp9ttX4vit+bVHp9Zo+rhFq63N40H4b4zVCTT8XXeqzvvKsyTlFX7+lNbkeq+l5rKJrhLJ1xxCfdW1dIxriGvBB33dt5VGTuqXv34zKjzH9XY8ZA5VKBblcDlWZ8pS8ViqVsLh3L1TfzJ8/H4Ig4PXXX5diIubm5njxxRcxd+5cndMVxJJ54uupoqIi5OfnG7oYRERERERERFRPWFtb17sA0eXLlxEWFia9zsvLw/Xr1wEATZs2hY2NTY3SN5kAkbm5OWJiYhAUFAS5XG7oYhHVCyqVCtHR0aw3RFpi3SHSDesOkW5Yd4i0V1m9EUURBQUF9TJA5OLigvbt2+OZZ57BsGHDYG9vr9f0630XM3Nzc+Tn50MQBIiiCEEQIAiCoYtFVC+w3hDphnWHSDesO0S6Yd0h0l5V9cbc3NwApaqZrVu3Ys2aNZg9ezZmzZqFxx57DM888wy6deuml/RlekmFiIiIiIiIiIhqTbdu3bBkyRJERkbis88+Q1xcHIYMGYKOHTvi66+/RmJiYo3SZ4CIiIiIiIiIiKiesLW1xdixY7Ft2zacOnUKTzzxBH744Qe0atUKY8aM0TldBoiIiIiIiIiIiCqwcuVKdO/eHX5+fvDz88OAAQOwa9euB75n8+bN6NSpEzw9PdGtWzfs3LlTY70oiliwYAFCQ0Ph5eWFoUOH4tq1azqVLyAgAO+88w6mTp0KOzu7cnlpgwEiIiIiIiIiIqIKeHt7Y+7cudi3bx/27t2Lhx56CGPHjkVkZGSF2584cQIvv/wyxo0bhwMHDmDw4MEYN24cLl++LG3zv//9D9999x0WLVqEXbt2wcbGBsOHD0dBQYFWZTty5AgmTJiA0NBQzJkzB4899hj+/fdfnfeVASIiIiIiIiIiogoMHDgQAwYMQGBgIJo1a4bZs2fD1tYWp06dqnD77777Dn379sWkSZMQEhKCWbNmoU2bNlixYgWA4tZDy5cvx9SpUzFo0CC0bNkS3377LRISErBt27Yqy3P37l18+eWX6NixIx577DHExsbi008/RWRkJP73v/8hPDxc532t97OYlVCpVBrPRFQ11hsi3bDuEOmGdYdIN6w7RNqrrN6IoggAyMrK0pjdzNLSEpaWllWmuXnzZuTl5VUaiPnvv//wxhtvaCzr06ePFPy5efMmEhMT0atXL2m9o6MjOnTogJMnT2L48OGV5j9ixAgcOHAArq6uGDVqFMaNG4egoKAHllkbJhMgio2NBQDExMQYuCRE9Q/rDZFuWHeIdMO6Q6Qb1h0i7ZWtN4IgwN/fHy1btkROTo60/N1338WMGTMqTOPSpUt45JFHUFBQAFtbW6xevRqhoaEVbpuUlAQ3NzeNZW5ubkhKSgIAaaaxstu4u7tL21TG3NwcP//8Mx555BHI5fIHbqsLkwkQBQQE4Nq1a2jWrFmtfFBEpkilUiEmJob1hkhLrDtEumHdIdIN6w6R9iqrN6IooqioCBcvXizXgqgyQUFBOHjwILKysvDXX39hwoQJ2Lp1a6VBotry+++/V7lNbm4uzp49i+7du2udvskEiEq+cLlczpMmkZZYb4h0w7pDpBvWHSLdsO4Qaa9svSnpYubg4KARIHoQCwsLBAQEAADatm2LM2fOYPny5fj666/Lbevu7o7k5GSNZcnJyXB3dwcAeHh4SMs8PT2lbZKSktCqVavq71glYmNj8fjjjyM1NVXr93KQaiIiIiIiIiKialKr1SgqKqpwXadOnXDgwAGNZfv27ZPGLPL394eHh4fGNllZWTh9+nSNBpjWB5NpQUREREREREREpE/z5s1Dv3794Ovri+zsbGzYsAGHDx/Gxo0bAQDjx4+Hl5cX5s6dCwB47bXXMGTIECxZsgQDBgzApk2bcPbsWam1kSAIGD9+PBYuXIiAgAD4+/tjwYIF8PT0xODBg6ssT9OmTR+4viaD2TNARERERERERERUgZSUFLz++utITEyEg4MDWrRogY0bN6J3794AgNu3b0Mmu985q3PnzlixYgU+/vhjzJ8/HwEBAfj1118RFhYmbfPWW28hLy8PkydPRmZmJrp06YINGzbAysqqyvIUFRXhxRdf1EivtFu3buGzzz7TaV8ZICIiIiIiIiIiqsDixYsfuH7r1q3llg0dOhRDhw6t9D2CIGDmzJmYOXOm1uVp2bIlfHx8MGbMmArXX7hwQecAEccgIiIiIiIiIiKqBwYMGIDMzMxK1zs7O2P06NE6pc0WRERERERERERE9cCUKVMeuL5x48ZYunSpTmmzBRERERERERERkQkaOXIkEhISqrUtA0RERERERERERCbo2LFjKCgoqNa2DBARERERERERETVwDBARERERERERETVwDBARERERERERETVwDBARERERERERETVwDBARERERERERETVwDBAREREREREREdUDEydORHZ2drW3nzx5Mpydnau1LQNERERERERERET1wO+//17taesB4J133oGjo2O1tmWAiIiIiIiIiIioHhBFsdbSNqu1lImIiIiIiIiISK9ycnJgaWn5wG0cHBy0TpcBIiIiIiIiIiKieqJjx46VrhNFEYIgIDU1Vet0GSAiIiIiIiIiIqonfv7552oPPK0NBoiIiIiIiIiIiOqJzp07w83NTe/pcpBqIiIiIiIiIqIGjgEiIiIiIiIiIqJ6wNfXF3K5vFbSZoCIiIiIiIiIiKge2L17N1xcXCpdr1Qqcfr0aZ3SZoCIiIiIiIiIiKgeCA0NRXJysvS6W7duuH37tvQ6LS0NAwYM0CltDlJNREREREREpEdKpRKZmZlIT0+HUqlEs2bNYGamv9tvhUKB06dP4+DBgzh06BCys7PRv39/PPbYY2jVqhUEQdBbXmRcRFHUeH3r1i0olcoHblNdDBARERERERERVSAjIwPx8fHIyMhARkYG0tPTpb9LLysJBpUsy87O1kjHxsYGHTp0QHh4ONq0aQOFQoG0tDSkpaUhKysLDg4O8PLygoeHh8aztbU1AKCwsBCnTp2SAkJHjx5FXl6eRh5Hjx7FvHnz0LRpUwwZMgSPPfYYevTooVNgSqVSAUCtjXVDtUvXACEDRERERERERFRvFBUVISsrC1lZWcjMzER2drbG35mZmcjKykJ2djYEQUB4eDgeeugh+Pv7AwCys7Oxa9cubNmyBf/99x9at26NQYMGYeDAgWjUqBGysrKwefNm/PHHH9i7d68ULNGFra0tACA3NxeHDh3CoUOHtHq/g4MD3N3dER8fj/z8fI11rq6ueOihh9CzZ09YW1tj69at2LNnD65fv47Fixdj8eLFcHZ2xsCBA/H444/j8ccfrzJYFBMTgyVLluDnn3+GUqlESEgIQkND0bx5c+m5WbNmsLCw0O6DoHqBASIiIiIiIiKqc6IoIjk5GTdv3sSNGzdw69YtqfVNSZCnokdBQYFW+Xz77bcAimd/atq0KY4fP46ioiJpfXR0NDZu3AiZTIbWrVvjypUrGnm4urrC2dkZjo6OFT6X/tvJyUnjYW5uDrVajStXruDkyZM4ceIEIiMjYWdnB2dnZ7i4uMDBwQEZGRlISEhAQkICEhMTcffuXRQUFEj7DABubm5SQKhnz54ICwuDTHZ/WOGXXnoJubm52L17N7Zs2YLt27cjJSUFa9aswZo1a9ClSxf89NNPCAwMLPc9HDp0CF9//TW2bdum0T3p/PnzOH/+vMb2ZmZmCAwMRPPmzTUCRyEhIVKLJ1OyaNEibN26FdHR0bCyskKnTp3wwQcfICgoqNL3DBkyBEeOHCm3vH///li3bh0AYMKECfj999811vft2xcbNmx4YHkEQUBOTg4sLS0hiqL0uuQ4Kdt6TRuCqGvnNCMhiiKysrJgYWGBq1evIiQkhM3giKpJpVIhKiqK9YZIS6w7RLph3SHSTX2sO6IoIjU1VQp6JCQk4M6dO4iLi5MCQnFxceVaxWjD1tYWDg4O0sPR0RH29vZwdHSEg4MD7O3tkZeXhyNHjiAiIkJjnJZmzZpJXbBOnTqFbdu2aQRCQkJCMGbMGIwcORLNmjWr0Wehi5L73Lt37yIxMRFubm5o3ry5Vl2HVCoVjh07hi1btmDlypXIysqCnZ0dvvzySzz//PNQKBRYt24dvvnmG5w9e1Z636BBgzBp0iQ0adIEkZGRiIyMxJUrV6S/c3JyKsxPEASsXr0aI0eOrOnu60Vl9UYUReTn58PBwaFan+eIESMwbNgwtGvXDkqlEvPnz0dkZCSOHz8utRArKz09XSMImZaWhoceegjffPMNnn76aQDFAaKkpCQsXbpU2s7S0hJOTk4PLI+Li4tGuUuCRGVfp6amVrlvZbEFEREREREREekkPz8fR48exZ49e3DlyhWpBUxCQgIUCkWV7xcEAd7e3vD394evry9cXV01gjwPCv5oM7ZObm4uTpw4gdjYWHTv3h2hoaHSTfVjjz2GefPm4datWzh8+DBCQ0PRtm1bgw70LAgCHB0d4ejoiNDQUJ3SkMvl6NGjB3r06IEJEybgxRdfxKFDh/Daa6/h999/R1RUFO7evQsAsLa2xjPPPIOJEydq5BcQEIDBgwdLr0VRRHx8fIWBo7S0NDRp0qRG+22MyrboWbZsGYKCgnD27Fl07969wvc4OztrvN60aRNsbGzwxBNPaCy3tLSEh4eHVuXZsmWLVttrw2QCRCX9QmvSP5SooWG9IdIN6w6Rblh3iHRjTHVHpVLhzJkz2LdvH/bu3Ytjx46hsLCw0u1dXV3h4eEBT09PeHp6wt/fH35+fvD394e/vz8aN26s83g22nweVlZWePjhh/Hwww8DANRqdbltvL29pdYvFa2vzxo3box//vkHX3/9NebNm4f9+/cDADw9PfH666/jpZdegqurK4CqP1cvLy94eXmhT58+0rKS7oJOTk5GcZwCldebkk5UWVlZGkFAS0tLWFpaVpluSVeuskGgB1m9ejWGDRtWrsXR4cOHERQUBCcnJzz00EN4//334eLi8sC0KgtK6YPJdDG7efOmzlO5ERERERERUXmiKCIuLg7Hjx/HiRMncPLkyXJjnLi7u6Nz585o1aoV3Nzc0KhRIzRq1Aiurq4czNgIXblyBX/88Qc6duyIAQMGwNzc3NBFqlOCIMDf3x8tW7bU6C737rvvYsaMGQ98r1qtxpgxY5CZmYl///23WvmdPn0a/fr1w+7du9GhQwdp+caNG2FtbQ1/f3/cuHED8+fPh62tLXbu3FmjrqTnzp3DggUL8Mcff2j9XpMJEMnlcly7dg3NmjWrN/1yiQxNpVIhJiaG9YZIS6w7RLph3aGGrKioCKmpqUhLS4NcLkdISEi1uzDVtO5kZ2fjwoULUCqVUKvVUKlUUKlU0t8VPefl5eHYsWPYt28fbt++rZGeo6MjevbsiT59+qB3794IDg42aHcsoopUVm9EUZTGB9K2BdE777yD3bt3459//oGPj0+1yvH222/j5MmTFQ5aXdqNGzfQrl07bN68WWrpVpk9e/Zg//79MDc3x7PPPosmTZrg6tWrmDdvHv7991/06dMH69evr1b5SjOZLmYlX7hcLucFB5GWWG+IdMO6Q6Qb1h2q70qCPSkpKUhNTZUeKSkpSEtLq3B52VY3Xbp0wbvvvotBgwZVGVwpKCiAKIpa1528vDwsW7YMCxcuRFpamk77CgAWFhbo1q0bevfujb59+6J9+/Zajf9DZEhl601JG5nqDlJdYtq0adixYwe2b99e7eBQbm4uNm3ahJkzZ1a5bZMmTeDq6orY2NgHBohWr16Nt956C87OzsjIyMDq1avx0Ucf4d1338WTTz6Jo0ePIiQkpNr7VRprNRERERFRA6RQKJCeno6MjAxkZGQgPT1dep2eno6cnBzY29vDyckJjo6OcHJykqbzLpnC28rKSueWI9HR0YiLi0OfPn2MvvWJQqHA/v37sWnTJmzbtg0JCQk6pSOTyeDi4oKsrCwcP34cTz75JFq1aoV33nkHzZs3lwYlNjMzw/Hjx7F//37s27cPZ8+ehb29PTp16oTw8HDpUdngtoWFhVi5ciU+/fRTqaxeXl5wcnKCTCaDXC6v8Ln032ZmZmjVqhX69u2L7t27w8bGRufPj6g+E0UR06dPx7Zt27Blyxb4+/tX+71//fUXioqKqjWzW3x8PNLS0qoctHr58uX44IMPMGnSJPz99994/vnnsXLlShw5cqTagavKMEBERERERFTPqFQqXLp0CUePHsWRI0dw4sQJZGZmQhRFqNXqCp8rWlZTFhYWGgGkkJAQPPzww+jZsyeaNGlSLvCTmJiI9evXY82aNTh16hQAYNiwYVixYgXs7e0fmFdycjK++eYbNGvWDE888USVU0HXVFFREfbu3YtNmzbh77//LtcCRyaTwdXVVePRqFEjuLi4SGPwlPxdsr4kQJOQkICvv/4a33//PS5cuIAXXnihyvJkZWVh9+7d2L17t7TM398fHTt2RHh4OGQyGc6fP48LFy4gMjJS6kLTtGlTvP/++3j66afZco9IB1OnTsWGDRuwZs0a2NnZITExEUBxCyRra2sAwPjx4+Hl5YW5c+dqvHf16tUYNGhQuYGnc3Jy8Nlnn+Hxxx+Hh4cHrl+/jrlz5yIgIAB9+/Z9YHlu3LiBoUOHAiiegc/MzAwffvhhjYNDgAmNQWRhYYGrV68iJCSEJz6ialKpVIiKimK9IdIS6w6Rblh3dKdUKnHu3DkcOHAABw8exJEjR5CZmamXtB0cHODs7Cy1ECp5trOzQ05OjtTCKCMjA5mZmdLfVc3y5Ofnh4CAAOTn5yMvLw/5+fm4fv26NKOQXC6HIAhQKpVo3rw5NmzYgKCgoArTOnnyJEaPHo1bt24BKA5MDRgwAKNGjcKQIUPKzQykq6KiIuzZswcbN27E33//jYyMDGmdu7s7hg4diieffBLt27eHo6MjZDJZjfJLS0vD0qVL8eeff0qtt3JzcwEUB3Z69eqFXr16oWvXrjh9+jSSk5Nx6tQpnDx5EleuXHlgkM/HxwczZszACy+8wIGiqUGq7DdHFEXk5+dXu4tZZbOVLV26FE8//TQAYMiQIfDz88OyZcuk9dHR0ejUqRM2bdqE3r17a7w3Pz8f48aNw/nz55GZmQlPT0/06dMHM2fOhLu7+wPL4+LigqioKLi5uQEAfH19cejQITRp0qTKfakKA0REDRgv1Il0w7pDpBtjqjs3b97EwYMHcfjwYSQmJsLb2xu+vr5o3Lgx3NzcUFhYKAU18vLypL/z8/MBAM888wxatGhRa+VTKpWIiIjAwYMHcejQIRw+fLjcGDZ2dnbo2rUrunXrhm7dusHLywuCIEAmk2k8V/a3hYWF1J1JW6IoIicnRwpqZGZmIjU1FREREThw4ABOnjwJpVJZ4Xs7deqEMWPG4KmnnkJsbCxGjRqFu3fvwsHBAT///DMGDx6skc+KFSvwzjvvoKioCM2aNYOlpSUuXbokbWNjY4PBgwdj5MiRePTRRx84yOz+/ftx4sQJBAQEIDQ0FMHBwQCA3bt3Y9OmTdiyZYtGUMjT0xNDhw7F8OHD0aNHjzo5bpVKJfLy8uDg4CAtq6juZGVlISIiAidPnsTJkycBAK1bt0arVq3QunVr+Pv71ziARVSf6StAZGxcXFwwa9Ys2NnZAQA++OADvPnmm3B1ddXY7rXXXtM6bQaIiBowY7pQJ6pPWHeIdFNSd7y8vHD48GHs3bsXSUlJ8PHxgbe3N3x8fKS/vb299dbqQRRFxMTE4NChQ9IjLi6uRmna2Njghx9+wIgRI2qUTklXo/3796OgoABFRUUoLCxEamoq8vLyNLZ1dHREjx490LNnT/Ts2RNt2rQx2oGCc3NzcezYMSQnJ8PW1hY2NjawsbGBj49PufE77t69i9GjR+PYsWMAAA8PD4SFhSEsLAxJSUnSTDxPPPEEVq5cCQcHB1y8eBHr1q3D+vXrce3aNSktR0dHDBs2DK+88go6dOgg3fzduHED06ZNw19//aWRt1wuh6WlpcZn7eXlhSeffBLDhw9Ht27djOI8z98dIu2ZaoCodevWVZZbEAScPXtW67QZICJqwHixQaQb1h0i7SiVSpw+fRo7d+7E1q1bpem2q+Lu7g53d3dYWFhALpfDzMxMmo2m5G9zc3O0aNECPXr0QNeuXeHo6Ai1Wo3IyEgpGHT48GHcvXtXI20zMzN06NABPXr0QGBgIO7cuYNbt27h9u3bSElJgbW1NWxsbMo929jY4NSpUzh48CAAYPr06Zg3b550LkhOTsaxY8cQEhLywFlkEhIS8OWXX+L777+XWiWV5ezsrBEQat26tcmec4qKijB9+nQsX768XNc1mUyGjz76CFOmTCl3UySKIiIiIvDHH39g/fr1iI+Pl9a1a9cOr776Ku7evYvPP/8cBQUFkMvlGDx4MJKSkhAZGSl10/Py8sKwYcMwfPhwdO3a1eg+Z/7uEGnPVANEtYkBIqIGjBcbRLph3aGGSBRFKBSKarfquXbtGvbs2YNdu3Zh//795cbLCQwMRN++fREYGIiEhATEx8cjPj4ed+7cQXx8vDTArjZkMhnCwsJw9+5dpKamaqyztLREp06dpIBL586dpeb52lIqlXj//fexaNEiAMCjjz6Kdu3aYefOnYiIiJCmI586dSref/99jS5PJYGh7777DgUFBQCKu1y9+eab8PDwgIWFBSwsLGBnZ4fg4OAG10UoOzsbV65cweXLl3H58mUkJSXh+eeff+CUzyXUajUOHz6MH3/8ERs2bCh3DD388MP46quv0LJlSwDFx3TJsdKiRQuj/qz5u0OkPQaItMcAEVEDxosNIt2w7pCpEUURKSkpuH37NuLj43H79m3pUfq1QqHA448/jrfffhtdu3bVuLBOT0/Hvn37sGfPHuzevRvXr1/XyMPJyQm9evVCy5YtMXbsWAQGBlZZnvj4eCQnJ0OpVEKlUknPpf/Oy8vDyZMnceTIEY2uRjY2NujatasUEAoPD4eVlZVeP7fff/8dr732mhToKdG0aVNp/0NDQ/HDDz/A19dXajFUsn3nzp0xe/Zs9O/fnzcpepaSkoLVq1fjp59+giiKmD17Np566ql6+znzd4dIe6YaIMrPz8eBAwfw6KOPAgDmzZunERCXyWSYNWuWTr95DBARNWC82CDSDetOw1FUVIS0tDQIggAPDw9DF0cnpYM/ZQM+pf8uLCzUKt1OnTrh5ZdfxvXr17Fnzx6cOnVKo2uQmZkZunbtir59+6Jfv37o0KEDANRq3bl79y5OnjwJd3d3tG/fvk5mbjpz5gymTZsGT09PDBgwAP3794eXlxf+/PNPTJo0CYmJiZDJZDA3N5c+4y5dumD27Nno169fvbw5obrH3x0i7ZlqgOjHH3/Ezp07sXbtWgDFs5iFhoZKAaHo6GhMmjQJEyZM0Dpt4xzVjoiIiEiP1Gq1NMtSeno6UlNTkZqairS0NI1lJa9LnnNycqQ0WrRogYEDB2LQoEHo0qWLToMD5+Xl4bfffsN3332HuLg46cK0ZHYpbR4ymQwymUwak6fsGD0ymUwKDFU3+OPh4YHGjRvDx8cHvr6+0qDRJX/n5ORg6dKl+O233/Dff//hv//+03h/SEgI+vfvj759+6Jnz56wt7fXWF8yvXlt8fLywuOPP16reZTVrl077N69u9zyJ598Ej179sTUqVPx22+/obCwEN26dcP777+Pvn371subEiIiMrz169dj0qRJGstWrFghTXP/xx9/YOXKlQwQERERUcNVWFiIf//9F//88w8SEhI0gj5paWnlBr6trpIb+UuXLuHSpUtYuHAh7Ozs4OHhAUdHRzg7O0vPTk5OcHJyKve3hYUF1q1bhx9++AHp6en63O1q8/T0hI+PDxo3biwFgUr+bty4cbVnDVu+fDnmzZuH7777Dlu3bkVwcDD69++PPn36wNfXtw72pP5wdXXFTz/9hJdeegkA0L17dwaGiIioRq5fv44WLVpIry0tLTXGUOvQoQOmTZumU9oMEBEREVG1XLt2DZGRkWjWrBkCAwNhbm6u1/Tz8/OxatUqXLlyBdbW1rCysoK1tbX0d+nXpR/p6elYv349Nm3aVGXwxdbWFq6urnBxcZEeFb12dXWFs7MzXF1d4eTkhIyMDOzcuRP//PMPdu7cibS0NI3WRdoICAjAG2+8IXUvEkXxgQ8AGs8lD7VaDbVarTEuT9lxeho1aiRNG6/P7lYeHh6YM2cO5syZo7c0TVmPHj0MXQQiIjIRmZmZGi2DY2JiNNar1WqdJnoAGCAiIiKiB1Cr1di1axeWLVuGf//9VwpUmJubIygoCM2bN9d4BAUFaczYVB1FRUVYtWoVFixYgDt37tSovF5eXnjqqafQvHnzcsEfV1dXrctWwtXVFWPGjMGYMWOgVCoRHR2NjIwMpKenIz09HZmZmRrPZZdlZmaiXbt2mDhxIgYNGsQxRIiIiEgn3t7eiIyMRFBQUIXrL126BG9vb53SZoCIiIiogUpLS4OtrW2FQZOsrCz88ssvWLZsmcb/TDVv3hxxcXHIzc2VpqEuTS6XIzAwEM2bN0dYWJgUOAoJCdGYTaOoqAiXL1/G8ePH8fXXXyM2NhZA8UCLI0eOhFqtRn5+PgoKCpCfn6/xd9lnAOjfvz/GjBmDnj171nrwxczMDM2bN6/VPIiIiIgq0r9/f3zyyScYMGBAuZnK8vPz8fnnn2PAgAE6pc0AERGZjIyMDKxbtw6rVq1CWloaNmzYgJYtWxq6WEQGkZ2djf3790MQBNjb28POzg7m5uY4e/Ysjhw5gkOHDiEmJgZ2dnZ49NFH8cQTT2DgwIG4c+cOvv32W6xevVrqQuXg4IDnnnsO48ePR1BQENRqNW7duoXIyMhyj6ysLFy9ehVXr17FX3/9JZVHJpMhICAAwcHBSEhIwMWLFzWaP3t4eGDGjBl4+eWXdW7lQ0RERGTq3nnnHWzevBnh4eF45ZVX0KxZMwDFs5etWLECKpUK77zzjk5pc5p7ogbMFKZMFUURBw8exE8//YRNmzahoKBAWte4cWMcOnQIPj4+BiwhaSMxMRHr16+HUqlEcHAwQkJC0KRJE6M7Po257pw7dw4rVqzAmjVrtB4jx9zcHAqFQnodGhqKCRMmYNy4cbCzs6vy/aIo4s6dO+WCRpcvX65wbCBHR0e0bdsWjz76KMaPHw9bW1utykv1jzHXHSJjxrpDpD1TneYeAG7evIkpU6Zg3759Uvd/QRDQu3dvLFy4UJrRTFtsQURERi0nJwcXLlyAubk5fH194e7uDkEQEB8fj9WrV+Pnn3/GtWvXpO3DwsLw3HPPYeXKlbh69SqeeOIJ7N27Fw4ODgbcC3oQURSxf/9+fP/99/jrr7+gVCo11ltYWCAwMBDBwcFS0CgkJATBwcFwdnY2UKkNSxRF/Pbbb/j7778hiqI05XlcXBxOnTolbRcQEAAXFxfk5OQgJycHeXl5CAoKQo8ePfDQQw+ha9euiImJwebNm/HXX3/h6tWrEAQBgwcPxhtvvIE+ffpodeEkCII0LXq/fv00ypuUlITIyEhcvXoVrq6uaNeuHZo2bVpvL8yIiIiIDMXf3x8bNmxAenq61E0/ICCgxtfGDBARkdEoLCzExYsXERERgZMnT+LUqVO4fPmyxtTUlpaW8Pb2xs2bN6Xl9vb2GDlyJF544QWEh4dDEAQMHToUDz30EM6fP48xY8Zg8+bNep9xiWomNTUVq1evxooVKxAdHS0t79SpE3x9fXH16lVER0ejoKBAaolSlpubG4KDg+Hv7w9LS0uYm5vD3Nwcjo6OeOaZZxAYGFiXu1Qn7ty5gwkTJmD79u0VrjczM8PQoUPx6quv4uGHH64yABMeHo7w8HB8/PHHiImJgbW1td5b3QmCAA8PD3h4eKBXr156TZuIiIiooZLJZNIU96WnutcVA0REZBD5+fm4cOECIiIicObMGURERODSpUvlWo8AxSP1C4KAO3fuoLCwENevXwcAdO/eHS+88AKGDx9ermtK06ZN8ddff6Fv377YtWsXJkyYgG+++QbW1tZ1sn9UMVEUcezYMXz//ffYuHGjNEWnnZ0dnn76abz88sto27attL1arUZcXJw0ps3Vq1cRFRWFq1evIj4+HsnJyUhOTsaRI0fK5fXZZ59h7NixmDFjhtQ3u6zCwkIkJiYiOTkZiYmJSEpK0nguvdzHxweffPKJRsuYuiSKIn7//XdMnjwZ6enpsLCwwOTJk+Hn5ydNd25paYlBgwbB09NTpzwq+5yIiIiIyHjExcVh6tSp2Lt3r0YXs759++KLL76An5+fTulyDCKiBqy2+rMrlUokJSUhISEBd+7cQUJCAu7evSs9bt68icjISKhUqnLvdXV1Rfv27dGhQweEh4ejY8eO8PLyAlA861F8fDxu3boFb2/vat3Mbtu2DcOHD5dunrt3744+ffqgf//+aNeund72mR4sLy8Pa9euxbJly3D+/Hlpedu2bfHqq69i1KhRsLe31yrNnJwcREdHIyoqCvHx8VAoFCgqKoJCocCZM2ewc+dOAMWzao0YMQLOzs5ISkrSCAJlZmZqvS8jRozAp59+ipycnDr7zUlKSsIbb7whDfrcvn17rFy5Ei1atKj1vIn0ieOoEOmGdYdIe6Y6BtHt27fRt29fmJmZ4aWXXkJISAgA4MqVK/jxxx+hUqmwZ88enVqEM0BE1IBpe7GhUCiQkJBQLuBT+nVCQgKSkpI0uoVVxs3NDe3bt0e7du3Qvn17tG/fHr6+vno/Ua9ZswazZs1CfHy8xvKXXnoJixcvhplZ+caUCoWiRl3SsrKyEBcXh+DgYFhYWOicjjFTq9X4448/EB0djRdeeAG+vr7ltrl+/Tq+++47/PTTT9IgxdbW1hg1ahReeeUVdOzYsdZ+mP/77z989NFH+Pfffx+4nbm5Odzd3eHu7g4PDw+4u7vDzc1N+tvDwwOurq5YvXo1li5dCrVaDTs7O4wdOxZ9+vSBv78/fHx8pPGx9G3Dhg2YNGkSUlJSYGZmhlmzZmH69OnsMkn1Em9yiXTDukOkPVMNEL355puIjY3Fxo0bK5zmfsSIEQgMDMQ333yjddoMEBGZMIVCgbi4OCgUCiiVSqhUKqhUKiiVSiiVShQVFeH69evw8vKCWq2WliUnJ0stf0q3AkpOTq523jKZDB4eHvDy8oKnpye8vLykh7e3N9q0aQMfH586OymLooioqCjs2bMHu3fvxj///AO1Wo0hQ4bgt99+k7qeKRQKLFq0CAsWLECLFi3wxRdfoHv37tXK4+rVq9i+fTv++ecfHDp0CEqlEhYWFmjTpg3Cw8OlVlHBwcF66SNcmwoLC3HmzBn8999/cHJywsCBA+Hm5iatP3r0KKZMmYLTp08DKB73ZsyYMZgyZQqaN2+OvXv3YunSpdi2bZvU7LVJkyYYP348nn/+ebi4uNTZvpw8eRLr16+HlZWVRtCnJCjk7Oxc7ePw7NmzmDRpEo4fP15unbu7O1avXo3evXvrpdypqamYNGkS1q9fDwBo1aoVVq5cqdEFj6i+4U0ukW5Yd4i0Z6oBorCwMKxcuRJdu3atcP2RI0fw8ssvVzh+Z1UYICKqR0RRRGZmptRSJyEhAe7u7ujWrZvG2Dqpqan4/vvvsWzZMiQmJuq1DGZmZlLAp/Szt7e3RiDIzc3NqOviX3/9hXHjxqGwsBBdu3bFn3/+iWvXrmH8+PG4cOGCxrYjRozAggULyk0XWVRUhEOHDuGff/7B9u3bERMTo7HexsYGeXl55fJ2cHBA+/bt0bFjRzzxxBPo1KlTnfw4ZWZm4sCBA/Dy8kJYWJjGuE2JiYk4duwYjh8/jmPHjuH06dMoKiqS1stkMnTr1g1DhgxBREQE1q1bB6B4gPAWLVpoBEwaN26M27dvS6/79euHCRMmYODAgUZ9TFSXWq3G6tWrsXbtWmRmZiI+Ph4JCQkQRREODg7Yu3cvWrdurXP6SUlJWLp0Kb799ltkZGRALpdj+vTpmDVrlsm2RqOGgze5RLph3SHSnqkGiDw8PBAREVFpF7L4+Hh06NABCQkJWqfNABGREVEqldIYOzdv3kRcXBzi4uKk17du3aow4GBlZYXu3bujb9++uHXrFlatWoX8/HxpnY2NDeRyOczMzKRHyWulUglbW1uNdW5ubuUCPyV/u7q6Gn3rl+o6fPgwhg0bhoyMDHh7e+Pu3bsQRRGurq746KOPcPr0aaxcuRKiKMLS0hI9evSAWq2GQqGAQqHA5cuXkZ2dLaVnbm6Onj17YtCgQRg4cCACAwMRGxuLkydP4vTp0zh16hQiIiKk76ZEcHAwxo0bh7Fjx1bYTaum8vPz8e233+Lzzz9HWloagOJB7AIDA9GsWTNER0fj2rVr5d7n5uaGTp064c6dOzhz5ozGOkEQ8MILL2DevHnw8PDAf//9hy+++EKadt3Ozg7PPvssxo8fj9DQUL3vk6GVveDIy8vD448/joMHD8LHxwcHDx7U+ru8fv06vvrqK6xatQoFBQUAgBYtWmDFihXo2LFjbewGUZ3jTS6Rblh3iLRnqgGi1q1b4+uvv0afPn0qXL9792688847GuN+VhcDREQGUjKl++nTpxEREYHTp09XOotXWY6OjvD09ISHhwdiYmJw586dctu0adMGkydPxlNPPVXpWCW82AAuXryIxx57TBqf6Omnn8YXX3whdac6d+4cpk2bhv3791f4fg8PDwwcOBADBw5Ev379qhxoWalU4vLlyzh16hT279+Pv//+Wwr6CYKA3r17Y9y4cXjyySelFj4ZGRnYsmUL/v77b3h4eODTTz+FnZ1dlfumVCrxyy+/YP78+dL++fn5STN3lSYIAlq0aIGuXbuiS5cu6Nq1KwIDA6Ufzbi4OGzZsgXbt2+HjY0NZs6cWeEg31FRUbhy5Qp69+4NBweHKstYX1VUd9LT09GrVy9ERkYiLCwM+/fvh5OTE7KysrB161YcPnwYrVq1wrBhw+Dh4SGlde7cOSxcuBAbNmyQBm4PDw/HtGnT8Pjjj5tMQJYI4O8Oka5Yd4i0Z6oBovfeew8HDx7EX3/9hUaNGmmsS05OxpNPPomHHnoIn3zyidZpM0BEVAeKiopw6dIlKRAUERGBCxcuQKFQlNvW3Nwcvr6+8PPzkx7+/v7SMh8fH43uZKIoIjIyEnv27MHevXthYWGB8ePHo1evXlWe8HixUSwuLg7ffPMNHnnkEfTv37/celEUcejQIdy6dUujpZWvry/atm1boxv47OxsbNq0CatXr8bBgwel5XZ2dhg6dChSU1Oxe/dujWMlJCQEa9eurXQGK7VajU2bNmHu3LmIjo4GAPj6+mLOnDkYO3YszMzMkJSUhIsXLyI6OhpNmzZFp06d4OTkpPN+NDSV1Z24uDg89NBDuHv3Lrp06QJXV1fs2rWrXHe9Xr16YfDgwdi1a5fGINoDBgzAtGnT0LNnz3p5wUJUFf7uEOmGdYdIe6YaIMrIyEC/fv2QlJSEp556CsHBwdJ4qxs3boS7uzt27doFZ2dnrdNmgIhMUmFhISIjI3H+/HmcP38e586dg0KhQL9+/TB48GC0bdu2xieDrKwsACjXSqKkhUhJMOj06dO4cOECCgsLy6VRMqV7ybTu7dq1g6+vb521GODFhnG5fv06fvvtN/z222/lunyFhYVh8ODBWLNmDeLj42FjY4MlS5Zg3Lhx0jaiKGL37t2YPXs2IiIiAACNGjXCjBkz8Oqrr5ab5YB096C6c/bsWfTp0wc5OTnSsuDgYAwYMAAnTpzAyZMnNbaXyWQYMWIEpkyZUmGrLCJTwt8dIt2w7hBpz1QDREBxkOjDDz/En3/+iczMTADFvUyGDh2KOXPm6BQcAhggonquoKAAUVFRiIyMRGRkJC5fvozIyEhcu3ZN6qpRkcaNG2PQoEEYMmQIevXqVe7GOS4uDhcuXEDTpk01jim1Wo3du3fjhx9+wNatW6FUKuHg4ABfX1/4+voiPT0d586dk8YPKc3JyUkKAnXo0AEdOnSAv7+/QU9KvNgwTqIo4tixY/jzzz/h5OSEYcOGoXnz5gCKm40+99xz2L17NwDg4YcfhlKpRFJSEpKTk5GRkQGguAXS5MmT8dZbb5l0Vy9DqaruHDx4EJ9//jk6deqE4cOHIywsTKrrsbGx2LBhA3bv3o3Q0FC8/fbbCAgIqOtdIDII/u4Q6YZ1h0h7+goQLVq0CFu3bkV0dDSsrKzQqVMnfPDBBwgKCqr0PWvWrMEbb7yhsczS0lJj4GhRFPHJJ5/gl19+QWZmJjp37owvv/wSgYGB1d5HURSRkpICoPg/hgVBQHJyMn755RdMmTKl2umUMPkAkSiKOHLkCH799Vfk5+ejY8eOCA8PR9u2bfm/6Ubo+vXrWLt2Lfbt2welUglBECCTySCTyaS/BUGAKIq4ceMGYmNjoVarK0zLyckJrVu3Rps2bdC6dWsolUps27YNe/bs0Rgk2MbGBn379kWXLl1w4cIFHDlyBLdu3ZLW29nZoX379ggNDcWOHTtw8+bNKvejZJaq0q2DAgICjC5CzYuN+kmlUuHjjz/Gxx9/jLKn8JIuhu+++67GtPSkX6w7RLph3SHSDesOkfb0FSAaMWIEhg0bhnbt2kGpVGL+/PmIjIzE8ePHNWYFLm3NmjWYMWOGRstxQRDg7u4uvf7666/x1Vdf4dtvv4Wfnx8WLFiAy5cv4/jx4zWKVVy4cAG9evVCamqq1u81mQCRXC7HtWvX0KxZM8jlciQlJeHXX3/FqlWrpDE4SjM3N0erVq0QHh6O8PBwdOzYEUFBQRwM1ADS0tKwadMm/P777zh69KjW73dyckLz5s3LPby8vCqs8Pn5+di/fz+2b9+O7du3VzjAs1wuR3BwMOLi4pCbm1suv6effhovvvgimjRpgtu3b+PWrVu4desWrK2t0aFDBwQGBtaLY0mlUiEmJkaqN1S/nDp1CqdPn0ajRo3g7u4ONzc3+Pj4VDlQNtUc6w6Rblh3iHTDukOkvcrqjSiK0viQpe8XLS0tYWlpWWW6KSkpCAoKwtatW9G9e/cKt1mzZg3ee++9ShsXiKKI5s2b44033sCbb74JAMjMzERISAiWLl2K4cOHV3s/y2KAKCsLN2/elP4nfefOnZgzZ47Uzcfa2hqPPvoovLy8cOnSJVy4cEGa6rk0X19fLF++HD4+PnW6D8ZIFEXExMTgwIEDuHz5Mlq0aIEBAwaUm7Y5LS0N58+fh7W1NYKDg6W+jiXv37VrF/bu3Yu8vDx07twZ3bt3R+fOnWFhYYFDhw5h27ZtOHTokDRzlyAI6NSpE/r37w8nJyeo1WqIoghRFMv97eHhgYCAAKkpna77eeXKFRw4cABXr15FUFAQ2rVrh9atW8PGxgYqlQrXr1/HxYsXERsbi+DgYPTr14+tz4iIiIiIiOohQRDg7++Pli1baowZ+e6772LGjBlVvj82NhYdOnTAkSNHEBYWVuE2a9aswaRJk+Dl5QW1Wo02bdpg9uzZ0rARN27cQLt27XDw4EG0atVKet/gwYPRqlUrfPrppzrvHwNE91oQRUdHY926ddKH2bZtW7z66qsYMWKExv+oi6KIuLg4nDx5EqdOncLJkydx5swZ5OfnY8yYMfjxxx8NtTsGVVRUJAVttm/fXmG0s3379njsscdw9+5dHDp0CJGRkRrrvb290apVK1y/fh1Xr16tMB+5XA5ra2uNyti6dWuMHj0aI0eOZICuDvF/o4h0w7pDpBvWHSLdsO4Qaa82WhCp1WqMGTMGmZmZGjPRlvXff/8hNjYWLVq0QFZWFhYvXoyjR4/i2LFj8PHxwYkTJ/Doo48iMjISnp6e0vteeOEFCIJQo5hETQJEZjrnamQKCgowbdo07NmzBwDw9ttvY8GCBTAzq3gXAwICEBAQgFGjRgEAIiIi0KVLF6xduxbvvvtupZHAB+X/77//QqFQwMfHB15eXvD29q5WE7WyEhMTceHCBVy8eBEZGRl44YUX4O/vr3U61ZGamop//vkH27Ztw86dO5GdnS2ts7KyQp8+fdClSxccPHgQ+/btQ0REhDQ7UomwsDAUFhbi2rVruHPnjtRly8LCAgMGDMCwYcPg5uYmTed89epV5OTkwNfXF6NHj8aYMWPQsmXLWtk/qh65XM6LDSIdsO4Q6YZ1h0g3rDtE2itbb0rayOgyi9nUqVMRGRmJf/7554HbderUCZ06ddJ43blzZ6xatQqzZs3SKs+yqnp/yaDVujCZANGQIUNw4sQJWFhYYOnSpXjuuee0en/79u0xdOhQbN68GR9++CHWrl1brfclJCTg+++/x/fff4+kpKRy611dXeHt7Q1vb28paFT6AQAXL17ExYsXceHCBVy4cKFcOitWrMCGDRvQtWtXrfapMlFRUdi6dSu2bduGo0ePagzy7OHhgcGDB2Pw4MHo27cvbGxsAAAzZsxAcnIyNm/ejF27dqFx48bo2bMnevTogUaNGgEonva9ZD+cnJwwcOBAjdmTHnnkESxcuBDXr19Heno62rZtWy/G6SEiIiIiIqKGbdq0adixYwe2b9+uda8Xc3NztG7dGrGxsQCK77uB4hmKS7cgSkpK0uhyVpHz589XmV+3bt20Kl8Jk+li5uvrC3Nzc2zYsAE9evTQKa2LFy+iQ4cOEEURJ06cQLt27Srd9syZM1iyZAn++OMPqXla48aN4e/vL7WiKSws1KkcgiAgMDAQrVq1QkxMDC5cuAALCwt8//33ePrppwEU7/fZs2fxzz//SK18HqSwsBB//PEHvvnmm3IHVOvWrTF48GAMGTIEHTp0YNCmAeGMGES6Yd0h0g3rDpFuWHeItKevWcxEUcT06dOxbds2bNmyRatp6EuXpWvXrujfv780E3Hz5s0xceJETJw4EUBxg4vg4OAaD1JdEybTgmjixIno2bNnjVrZtGzZEqNGjcLatWsxb948bN68WWO9SqXC1q1bsXjxYhw8eFBa3qVLF7z55psYOnQozM3NARQfRGlpaVKw6O7du4iPj9d4vnv3LhQKBVq0aIFWrVpJj+bNm0vT5eXm5uL555/HX3/9heeffx7nz5+HjY0N1q1bJ43xM3/+fHzyySd46623yh3gKSkpWLFiBb799lskJCQAKO761atXLwwePBiDBg2qte5rRERERERERPXZ1KlTsWHDBqxZswZ2dnZITEwEUNxFzdraGgAwfvx4eHl5Ye7cuQCAzz//HB07dkRAQAAyMzPxzTff4NatW3jmmWcAFDcKGT9+PBYuXIiAgAD4+/tjwYIF8PT0xODBgw2zozChANHs2bMrHRRZ23TWr1+P7du34/jx4+jSpQuysrKwatUqLF26FNevXwcAmJmZYfjw4XjzzTc1+haWEAQBrq6ucHV1rbKJ2IPY2trijz/+wJw5c/D5559j0aJF0jpLS0u0aNECERERmD59Ok6cOIHvv/8e9vb2iIqKwuLFi7F69Wrk5+cDKB5A+o033sBLL70EFxcXnctERERERERE1BCUDBg9ZMgQjeVLly6Vevjcvn1boydORkYG3nrrLSQlJcHJyQlt2rTBjh07EBoaKm3z1ltvIS8vD5MnT0ZmZia6dOmCDRs2VDlj9ueff16tck+fPr1a25VmMl3MLCwscPXqVb00u3zttdfw008/oVu3bujQoQNWrVolDd7s4uKCl19+GePHj0fjxo31sQvV9ssvv2D27Nlo3bo1Ro4ciSeeeAL29vZYvnw5pkyZAqVSidDQUAQEBGD79u3S+9q1a4e33noLI0aMgIWFRZ2WmYwbmysT6YZ1h0g3rDtEumHdIdKevrqYGRsXFxd4eXmhUaNGqCycIwgCDhw4oHXaDBBV4ObNmwgLC4NCoZCWNW/eHJMmTcKYMWOkgZuNybFjxzBmzBhpBjFBEDB48GC8/fbbeOihh+rlgU+1jxcbRLph3SHSDesOkW5Yd4i0Z6oBopEjR+LQoUPo06cPxo4di0cffVRv4whzNOIK+Pv7Y+rUqQCAgQMHYvv27Th79ixeeuklowwOAUDXrl1x/PhxPP3005gwYQIuXLiATZs2oWfPnvXyoCciIiIiIiIiTevWrUNERAQ6dOiAuXPnIiwsDHPnzkV0dHSN02YLogekW1RUBEtLSz2Uksg48X+jiHTDukOkG9YdIt2w7hBpz1RbEJV15MgRrFmzBlu2bEHz5s2xefNmafBsbZnMINX6JggCg0NEREREREREZLTat2+PW7duISoqChcuXIBCodA5QMQuZkRERERERERE9ch///2Ht956CyEhIfj+++8xevRoREZGwsHBQec02YKIiIiIiIiIiKge+N///offf/8dqampeOqpp7B9+3a0bNlSL2kzQEREREREREREVA/MmzcPjRs3xtChQyEIAn7//fcKt/v444+1TpsBIiIiIiIiIiKieqBbt24QBAFXrlypdBtdB99mgIiIiIiIiIiIqB7YunVrraXNQaqJiIiIiIiIiBo4tiAiIiIiov+zd9/hUVRfA8e/s7vpjZaEQAi9ht5770WaIF1FXpX2AxREsCEiHVEpFhAp0lR6B6kCIUjvJbQQShJaetudef9YshBqEpJsEs7neXh02p27m707s2fuPVcIIYQQWUDv3r2fud7V1ZWiRYvSp08f8uTJk6qypQeREEIIIYQQQgghRBbg6ur6zH9hYWEsXLiQatWqcebMmVSVLT2IhBBCCCGEEEIIIbKAWbNmPXebqqoMGTKEsWPHsmzZshSXLT2IhBBCCCGEEEIIIbI4nU7H+++/z/Hjx1N3fBrXRwghhBBCCCGEEEJYgZOTE9HR0ak6VgJEQgghhBBCCCGEENnAzp07KVasWKqOlRxEQgghhBBCCCGEEFnAxo0bn7k+PDyc48ePs2jRIn744YdUlS0BIiGEEEIIIYQQQogsoFevXs9c7+zsTPHixfnhhx/o3LlzqsqWAJEQQgghhBBCCCFEFnDv3r10K1tyEAkhhBBCCCGEEEJkAXv27KFmzZqEh4c/tS0sLIxatWqxf//+VJUtASIhhBBCCCGEEEKILOCnn36iT58+uLq6PrXNzc2Nd955h9mzZ6eqbAkQCSGEEEIIIYQQQmQBp06dokmTJs/d3qhRI44dO5aqsiVAJIQQQgghhBBCCPEM3333HY0bN6ZAgQIUL16cnj17cvHixRces2DBAlq1akWhQoUoVKgQHTp04PDhw0n2GTBgADlz5kzy780333xpfUJDQ7GxsXnudoPBwN27d5P34p4gASIhhBBCCCGEEEKIZ9i/fz/9+vVj69atrFy5koSEBDp16kRUVNRzj9m7dy+dO3dm3bp1bN26lfz589OpUydu3ryZZL8mTZpw7tw5y7+5c+e+tD5eXl6cPXv2udtPnz6Np6dn8l/gY2QWMyGEEEIIIYQQQohn+Pvvv5Msz549m+LFi3Ps2DHq1KnzzGPmzJmTZPnHH39k3bp17Nmzh27dulnW29nZpTiY06xZM7799luaNGmCvb19km0xMTFMmDCBFi1apKjMRNkmQGQymZL8VwjxctJuhEgdaTtCpI60HSFSR9qOECn3vHajaRoA4eHhKIpiWW9nZ4ednd1Ly02cPSxnzpzJrkt0dDQJCQnkyJEjyfq9e/dSvHhxcuTIQb169fj888/JlSvXC8saPnw469evp2rVqvzf//0fxYsXB+DChQvMnTsXVVX5+OOPk123xyla4ruTRWmaRnh4ONeuXSOLvxQhhBBCCCGEEEKkI0VRKFiwIGXLliUyMtKyfuTIkXz66acvPFZVVbp3705YWBibN29O9jk//vhjduzYgZ+fn6XXz4oVK3BwcKBgwYJcvXqVb775BicnJ7Zu3Yper39heYGBgZYyE+MgiqLQuHFjpk6dSsGCBZNdt8dlmwCRXq/n0qVLFCtW7KVvphDCzGQyERAQIO1GiBSStiNE6kjbESJ1pO0IkXLPazeaphEfHw+Q4h5EH330Ef/88w+bNm0if/78yarH9OnTLUPMypYt+9z9rl69SqVKlVi9ejUNGjRIVtkPHjzg8uXLaJpG0aJFn+qhlFLZZohZ4h9cr9fLl6YQKSTtRojUkbYjROpI2xEidaTtCJFyT7abxD4yrq6uSQJELzNixAi2bNnCxo0bkx0cmjFjBt9//z2rV69+YXAIoFChQuTOnZvLly8nO0CUI0cOKleunKx9k0NmMRNCCCGEEEIIIYR4Bk3TGDFiBBs2bGDt2rXJHr71ww8/MGXKFP7++28qVar00v1v3LjBvXv3Xpi0OjQ0NMnyyZMn6d+/Py1atODtt99m7969yarb80iASAghhBBCCCGEEOIZhg8fzp9//smcOXNwdnYmODiY4OBgYmJiLPt8+OGHfP3115bl77//nvHjxzNz5kx8fHwsxyTmPIqMjOSLL77gv//+IzAwkN27d9OzZ0+KFClCkyZNnluXUqVKWYJE/v7+NGnShOvXr1OjRg0iIiLo2LEj+/btS/VrzTZDzIQQQgghhBBCCCHS0rx58wBo27ZtkvWzZs2iR48eAAQFBaHT6ZIcEx8fz9tvv53kmMRE2Hq9njNnzrBs2TLCwsLImzcvjRs3ZvTo0S/Mg/R4CulJkybx1ltvMWPGDMu6UaNGMXnyZNasWZOq1yoBIiGEEEIIIYQQQohnuH///kv3Wb9+fZLlEydOvHB/BwcHVqxY8Ur1Onv2LKNGjUqyrk+fPrRr1y7VZWb5AFFCQoLlv3q9HpPJZOUaCZF1mEwmaTdCpIK0HSFSR9qOEKkjbUeIlHteu0lcTkhIwNbW1hpVeyWRkZGWGdee7G1kb2+fZOhbSmX5AFEiTdMoUKAARqMRo9Fo7eoIkWVIuxEidaTtCJE60naESB1pO0KkXHZsN1WrVgXMMZCjR49Svnx5y7azZ8+SN2/eVJedYQGi6dOnM3bsWD788EMmTJgAQGxsLJ9//jkrV64kPj6exo0bM3XqVDw8PFJcvl6v58qVKxQtWlSmfhQimUwmE5cuXZJ2I0QKSdsRInWk7QiROtJ2hEi557UbVVWJj49PdbnpHdt4kXXr1iVZfnLGs8DAwKfyHqVEhgSIjhw5wvz58/H19U2yfvTo0WzdupX58+fj6urKJ598Qu/evdmyZUuyyzYYzC9Bp9Ohqio6nS5JcighxPNpmibtRohUkLYjROpI2xEidaTtCJFyL2s3ibGElEjP2EZy1KlT54XbP/zww1cqP90DRJGRkbz//vv88MMPTJ061bI+LCyMP/74gzlz5lC/fn0AZs6cSY0aNfjvv/+oVq3aM8uLi4sjLi7OspyYxTtxHKGMyxUi+aTdCJE60naESB1pO0KkjrQdIVLuee1GVVUAIiIiUBTFsv5ZOX0el9axjcwo3QNEI0aMoHnz5jRs2DDJm3j8+HESEhJo2LChZV2JEiXw9vZ+4Zs4ffp0Jk2aZFl2dnbm1KlTXL16FYCAgIB0eR1CZGfSboRIHWk7QqSOtB0hUkfajhAp92S70el0+Pj4UKNGDYKDgy3rE6egf560jm2kh/79+3Pjxg3Wrl2bquPTNUC0YsUKjh8/zo4dO57aFhwcjK2tLW5ubknWe3h4JPkjPWnYsGEMGDDAspzYg6hQoUJcvnyZYsWKybhcIZLJZDIREBAg7UaIFJK2I0TqSNsRInWk7QiRcs9rN6qqkpCQgL+//1M9iJ4nPWIb6cHLy+uVhqGmW4AoKCiIUaNGsXLlSuzt7dOs3Ce7famqSkREhOUPrtfr5UtTiBSSdiNE6kjbESJ1pO0IkTrSdoRIuSfbjaIoJCQk4OLikqxgSnrFNtLDl19++UrHp1uGs+PHjxMaGkrDhg3JkycPefLkYd++ffzyyy/kyZMHDw8P4uPjCQsLS3JcSEjIU5m4hRBCCCGEEEIIITLa6xTbSLceRPXr12ffvn1J1g0aNIjixYszZMgQ8ufPj42NDbt37+aNN94A4OLFiwQFBWWpJE5CCCGEEEIIIYTInrJSbCMoKIiJEycyc+bMVB2fbgEiFxcXypQpk2Sdo6MjuXLlsqzv1asXn332GTlz5sTFxYVPPvmEatWqSYBICCGEEEIIIYQQVpeVYhv3799n6dKlmS9AlBzjx49Hp9PRp08f4uPjady4cZJs4EIIIYQQQgghhBCZWUbFNjZu3PjC7deuXXul8hUtcRqwLCoxSbWNjQ0XL16kZMmSkrhNiGQymUycP39e2o0QKSRtR4jUkbYjROpI2xEi5Z7XblRVJTY2NtlJqjOTXLlyoSgKLwrjKIrC3bt3U1V+1no3hBBCCCGEEEIIIV5DefPmZdGiRdy7d++Z/3bv3v1K5UuASAghhBBCCCGEECKTq1ChAseOHXvhPq8ySMyqOYiEEEIIIYQQQgghxMsNHjyY6Ojo524vUqQI69atS3X5EiASQgghhBBCCCGEyORq1679wu1OTk7UqVPHsnzjxg28vLySnWtJhpgJIYQQQgghhBBCZDO1atUiMDAw2ftLgEgIIYQQQgghhBAim0lpPiIJEAkhhBBCCCGEEEK85iRAJIQQQgghhBBCCPGakwCREEIIIYQQQgghxGtOAkRCCCGEEEIIIYQQ2YyiKCnaXwJEQgghhBBCCCGEENlMSpNUG9KpHkIIIYQQQgghhBAincTFxQFgZ2f3zO1+fn54eXkluzzpQSSEEEKIdKNqKsGRwdauhhBCCCFEtrBz5066dOlCoUKFyJcvH/ny5aNQoUJ06dKFXbt2JdnX29sbvV6f7LKlB5EQQggh0lRUfBT/XPmHjQEb2RSwiQJuBdj3zj7zxogIiI0Fd3frVlIIIYQQIotZunQp//vf/3jjjTcYP3487g/vp0JDQ9mxYwddu3blxx9/pFu3bqkqXwJEQgghhEgTx4OP8/nOz9l1bRdxpjjL+ttRtwmODCbvv0fQDxqEVqkSpr/+ghQmThRCCCGEeJ1NmzaN8ePH83//939PbevRowdz585lypQpqQ4QyRAzIYQQQryy4MhgWixpwZbLW5IEh/QGPflK5ONB3AN67xpMz+rX6WWzFmXlSivWVgghhBAi6wkKCqJhw4bP3d6gQQNu3ryZ6vIlQCSEEEKIVzZ061DuxdwDwMHFgQ8qf0C9bvXoMLwD9d6qR8ncJdEqVwZbWwD0Q4bAvXvWrLIQQgghRJZSqlQpFi1a9Nztf/zxByVLlkx1+a/1EDNN04iMj+ROzB3uRJv/ebl4UdGzorWrJoQQQmQZq86tYsW5FQDYOtjS/P+aM8N+Br31vZPuaGeHVrkyyoEDKCEh6D/5BNPcuVaosRBCCCFE1jNu3Di6devG9u3badiwYZIcRLt37+batWssW7Ys1eW/FgGiB7EP+Pnwz5wKPcXd6LuERodyN+Yud6LvJOkGD/Bh5Q/5seWPVqqpEEIIkbXci7nH/7b8z7JcuWVl7J3swfTs/bWCBeHaNeAWuoULUbt1Q2vaNGMqK4QQQgiRhdWtW5f9+/fz22+/cejQIUJCQgDw8PCgadOm9O3bFx8fn1SXn60DREbVyLxj8xizewx3Yu4k65gNsRv4EQkQCSGEEMkx4p8RBEeZp7HPVzwfPr4vvynRqlZFc96JEhmJfsAAjEePgpNTeldVCCGEECLL8/Hx4euvv06XsrNtgGj7le0M/2c4p0NPP7VNp9Nh62iLnaMddo521HeozzGnY9g52pHDM0fGV1YIIYTIgjZf2syik+Zx8G52blRpXQUlOTOTOTqifvst+iFDUK5eRTdmDOqUKelbWSGEEEII8ULZMkA03X86I7ePTLLOx9eH0nVK4+jmiI2dTZIb2EWmRUnzJDynW7wQQgghzMLjwum26dEUqpObTGaH645kH69+8AHK8uXo9u9H9+OPaF26oFWvnh5VFUII8Ro5d+ccpfKUsnY1hEg3c+fOZf369eTMmZN33nmHBg0aWLbdvXuXJk2acOzYsVSVna6zmH333Xc0btyYAgUKULx4cXr27MnFixeT7BMbG8vw4cMpUqQI3t7e9OnTxzKOLjWWnl6aJDhU1asqTd5pQq1OtcjhmQNbe9vkPd0UQgghxHON3jGa6PBoADwLe/JOhXdSVoBOR4++bvTooqNnJ40+89pAfHzaV1QIIUS2p2oq6y+up9kfzSj/a3kO3jho3hAVBVevWrVuIuuzRlzjeX755Re++uorihcvjq2tLV27duW7776zbDeZTFy/fj3V5adrgGj//v3069ePrVu3snLlShISEujUqRNRUVGWfUaPHs3mzZuZP38+69ev5/bt2/Tu3fsFpT6fX4gf729837LsW8+Xve/sJU+BPK/8WoQQQghhtvvabn49+isABhsD1dpWS93DF1dXNN8y5v8PC0M3eXIa1lIIIUR2FxUfxc+Hf6bsL2Xp9FcndgfuBqD7f91B09B/+CGGGjVQtm61ck1FVpbRcY0XmT9/Pt9//z1Tpkzhl19+Ye3atfz000+MHz8+TcpP1yFmf//9d5Ll2bNnU7x4cY4dO0adOnUICwvjjz/+YM6cOdSvXx+AmTNnUqNGDf777z+qVauW7HOdDjnNxwc/xqgaAShapSi+DXzRqamMgZ04gX70aEyLFkHOnKkrQwghhMhmohOi+XDjh5bl8k3K45TDKdXDs7VSpVECr5sDRBMmoHbqBGXKpFFthRBCZFUJpgSGbR1Gh1IdaFr46dkufzz4I9/u/Zb7sfeTrHfJ5YJnYU+UvXvpZVwOjYHf27LoyFjUkSNBRpOIFMrIuMbLXLt2jRo1aliWa9SowZo1a+jYsSMJCQn079//lcrP0BxE4eHhAOR8GHA5fvw4CQkJNGzY0LJPiRIl8Pb2fu4bGRcXR1zco6npNU0DoO+GvkQbzV3d85fMT6UWlQBzFytNp72wXk/uo54/j22zZij370PbtsRv2AAuLql4xUJkbiaTKcl/hcgKjgcfx++GHyFRIYREhRAcHUxIVAhti7VlRK0RcOcOhm+/xfjtt+DomC51eJ3bzpe7vuTS/UsA5CmQh6JViqJp2lPX0mcua89YVhRM1aqh/+cflIQE9O+/T/yOHaDXZ9yLEhnmdW47QryK163thMWF0WNVD3Zc28Gy08vY0WsHvu6+SfZZpCxKEhzyKORBiRol8CrmhaIoGBNqox6pie6//8BkQv/ll3DoEAlz5oCra0a/JGEFz2s3qqoCEBERkaQHtJ2dHXZ2di8tNy3iGqmVK1cugoKCkkxlX6ZMGdasWUP79u25ffv2K5WfYQEiVVUZNWoUNWrUoMzDJ4PBwcHY2tri5uaWZF8PDw+Cg4OfWc706dOZNGmSZdnZ2ZlTp05xN+YuABVzVcS9iTuRkZEAnA88T7hP+Avr9uQ+5+Li+KaHHba3Af7j15YtuTJrFqqDQ0pfthBZQkBAgLWrIMRLhceHM/30dFZdW/XM7Xl0ebgcs4Ni/fphuHWL8OvXuT5uXLo+KXzd2s6JeyeY8d8MAOx0dpRuWJqIiAjg6WvpM5cjHls+/9iyjQGHwoWAq+gOHuTu2LHc6dEj3V+PsJ7Xre0IkVZeh7ZzI+oGgw8M5nLEZQAijBHsObWHz29+nmQ/9zbu2Njb4F7YnUIVC+Hqbg76PH5dCsuZA33NmjgdOQLEoF+7loSTJ7n63XfEFS6coa9LWM+T7Uan0+Hj40ONGjWSxB1GjhzJp59++sKy0iqukVo1a9Zk/fr11K5dO8n6UqVKsXr1at54441XKj/DAkTDhw/n7NmzbNq06ZXKGTZsGAMGDLAsP/400imnE2u7r2V4zuGWdSVLlsTV5sUR4if3Kenri75uXbT9+1Fu3sT5yBHKfPYZCStWgL39K9VfiMzEZDIREBBAsWLF0MvTepFJaZrGX2f/YsSuEYREPz/Z33Gn4xSpX5+32xtRQgE2sGBnE0yv2NX2WV7HthNnjKP+3vpomK+7X9T/ghMFT1i2P3Utfdby+ecvU7kK3fuEokRFwdVpmI6cZkH3pF26Rdb3OrYdIdLC69J2/rv5H+9ufddyvbd1sKVu17r0z9ufA2sPJN3ZHdoNaYfB5tk/aS3XGRdXcHfHFBqDfssW7K9coWSfPiTMmYPavn16vyRhRc9rN6qqkpCQgL+//1M9iF4mreIaqTV06FCOHz/+zG2lS5dmzZo1rFu3LtXlZ0iAaMSIEWzZsoWNGzeSP39+y3pPT0/i4+MJCwtLEm0LCQnB09PzmWU92e1LVVUiIiIo26gs8e7xuDu7J/kj6/X6lybOfHIfvV6Potej1a4Ne/cCt9Hv2IHSsyemP/8EW9uUvgVCZGp6vT5b32yIrCsqPoqeq3uyMWCjZZ3B1kCZumXI4ZmDKQ5TGOcyDjsnO/Pn2GSHVqc2ypatEBOD4ZNPUCpVQqtTJ13q9zq1nYn/TiT8zsMu1V45+ajmR7yrvGvZ/sxraQqWMRigWjXYtQtMJnSHD6PvqZNcEdnU69R2hEhL2bntbArYxFsr3yLWGAuYcwnV614Pl1wu6E3P+E2ngI2tzXPLS3KdsbNDXbOMXuOroJw+DUSwpFs3TCNHoo4ZI8Oas7kn242iKCQkJODi4oJOl/ycxWkZ10itsmXLUrZs2eduL1OmjKVnE8DHH3/M6NGjyZ07d7LKT9dZzDRNY8SIEWzYsIG1a9dSsGDBJNsrVKiAjY0Nu3fvtqy7ePEiQUFBKR6nV7h8YRxc0ngImF6PVrcuaoMGAOg2bkT/wQegvTinkRBCiLTx1e6vkgSH8pfMT6v+rShdpzRexbyolLcSjq6OSW+W7ezNASGdDsVoRN+9O9y8aYXaZx9Hbx9lit8UwNwtu3q76hh0af+MSfP0RHvY5V+5fRtl8eI0P4cQQojM5/zd8/Rc3dMSHKrvU58mfZvgkisN88DqdGhly6LVrQsPex3pJ01C/8YbcPdu2p1HZDsZGddIa3/99Zdl2GVypGuAaPjw4fz555/MmTMHZ2dngoODCQ4OJiYmBgA3Nzd69erFZ599xr///suxY8cYOHAg1apVs/obaaHXY1q1iu7v56ZHZ+gVuxhl4UJr10oIIbK9EyEnmHHInO9Gb9BTp0sd6nati6PryxNPa7lzo1WpDJgDDfru3SE+Pl3rm10lmBJ4f8P7mDRzgsfSdUuTwzNHup1Pq1jRMpxbP3w4hDx/WKEQQoisLzohmm4ruxEZb84h613Km43dN2Ln8PLhPqmh5c+P2qwZWunSAOi2bcNQqxYcO5Yu5xNZX1aOa2gp7NySrgGiefPmER4eTtu2bSlVqpTl36pVjxKMjh8/nhYtWtCnTx/atGmDp6cnixYtSs9qpZyzsznSnHjDOmQInD1r5UoJIUT2pWka/9v8P8tFrUy9MniX8k5ZGUWKovbtC4DOzw/diBFpXs/XwbQD0zgebB7r7ubhRum6pdP3hLa2aFWqAKDcu4d+2LD0PZ8QQgir0TSNQZsHcTr0NACu7q7UaF8DW306p/RwccW4dy9qp04AKFevYmjQQHquimfKNnGNZEjXHET3799/6T729vZMnTqVqVOnpmdVXp29PVrNmii7dqFER2Po0QPj/v0gM5tlOpqmcTfmLlceXKFozqLkcshlHhYoeSxeG5qmcTzkOBU9K1q7KiKV/jj1B/uD9gPgnMuZkjVLpqoc0/ff01O/GuXePQj5iYULq6D16ZOWVc3WzoSeYdzecQDoFPPQsozIfaF5e4O3NxCE7q+/ULt3R2vbNt3PK4QQImP9fvx3/jj5BwAGGwN1OtfBYGsA00sOTAsuLvToZoNSsTzK8RMsWRGD4d13MR0+jDppEtg8P7+ReL1kq7jGS6RrD6LsRvP0RHuY8Ek5fRrdxx9buUYC4F7MPcbvHc9bK96i2m/VcP/OnXzf56PO/DrsvmYeB6qbPh3dwIEyxOQ1EBwZzJsr3qTmvJocvHHQ2tURqfAg9gGjto+yLFdpWQW9IZVBCfuH+YgeTm6gHzQIjh5Ni2pmeybVxAcbPyDeZP7eHFZjGLny5cqw82tVKqPlyAGAfvBgePAgw84thEidyPhI/IL8UjykQbyejt4+ypAtQyzL1dpWs0xVn5G0UqXRGjZEe5jEVz9zJvoWLeD27QyvixDWJgGiFNLKlkV9OBuOfu5clL/+snKNXl8m1cTco3Px/dmXMXvGsOr8Ko4HHyc8Ltyyz/jw8Sjbt6MbPRr9nDnomzeXL/tsbMXZFVScU5F1F9ahaip91/Ul3hSPcvgwuunTwZQRj6PEq+it703tf2tbprf1Lu1N3qJ5X61QR0e0WrUAUGJjMbz1liSjTIZah2vhf8MfMM8k82W9LzO2AvYOmCZNAkC5cQN9164QG5uxdRBCPJdRNbLt8jYm7ptI95XdKfNzGXJPzU2DhQ24GnYVAN2PP6IbPdq6FRWZ0oPYB3Rf2Z04UxwA/av0x6esj9Xqo3l6YvTzo8d7Ocx5Zz33YqhRA8XPz2p1EsIaJECUUoqCaeFCtFzmp6j6/v3h0iUrV+r1cyDoAHXm12HApgHcjXn0Q09RFJxzOuNZxJOiVYqSwzMHWsmSj77svfZjqFUL5dAhK9Y+c9I0jcO3DjN0y1DG/WseUsLNmyiLFsG9e9at3Evci7lH79W96b6qu+XzYOdoh3sTd2wTVPTvvot+5Ej0TZpAQICVayte5P6t+1w6ZP5O1dvoqdSsUpqUq3l6olWoAJjzDOj79JGA4Qtcun+JkztPWpartauGg03GD6nW3nmH7v/Lb/7+zr0L/dtvy99NCCuLM8Yx9+hcyv5cljbL2vDl7i9ZcW4FAfcC0DD3HOob2hfdtGnohw9HP3UqutmzrVxrkZlomsZ769/j8oPLAOTKl4vJTSZbuVZAoUKoTZuiFS4EgHLrFvomTcyfX+kVJ7KoLl264OKS/NkA0zUHUbZVoAA9viiDsncvEM4fvXph2r0bbNM5mZrgduRtPtv5GYtOJk34VaBMAcrWL4tzbmd0uifiniZvtMaN4dAhlKtXzU+iGzXCNGuW5CIBQmND2eC/gT9O/cHZO+bk6x6OHoysPRK7VavQDxuGptej1a+P1r49art2UKCAlWttdjz4OAuOL2DJ6SXci3kUxPIu5U2V1lWwd7KH80H0rBEEvgD7WVy1Kur48agffghPflaEVamayuHNhy1DE3zr+eLo9vIZy5JLK1UKtXMxdCtWoNu2DW3MGNRvvkmz8rMLVVP5cMOHmIzmQEzxasVx93HPmHwQT1IUc++v3btRQkPRrVqF9r//oc6cKXnlhMhgscZYfjnyC9MPTOdm5M2ntusNetw83MjhmQMHFwd65t2HrocdxMXBv0NZmC8fWocOGV9xkelM95/OugvrALC1t6V259rYGdJnxrIU0+vRqteA3LnR1p5ASUhAP3QoysGDmGbPBse0uy8R4lUcPnyY//77j+DgYAA8PT2pVq0aVR5O9JHou+++S1G5EiBKJS1/fihRAuXCBXSHD6N99hnqlCnWrla2lWBKYNahWXzz7zdExEdY1pd1L4t7S3c8Cnm8uAC9Hq1GDciVC231cZS4OAz9+mE6duy1TEIXkxDD2gtrWXRiEf9c+QcVNcn2u/F3ORV6iumXp6B0BjCxZMVO2LkT/dChqFWqmINFb7wBpUtn6A+1ezH3WHZ6GfOPz+dY8LEk22zsbZjbYi4bym1ASaxTsWKoLVqgnDiBcvEiSnS0+UK/Zg2mefMgf/4Mq7t4sYUnFnI3yNwDzCW3CyVqlkjzc5jmzEE5cwbl7Fn0kyahVakiP1ie8NvR39gdaM7f5pTDiXKNy1m3Qno9Wr16KNu3A2Ho58wBd3fUMWOsWy8hXiMxCTG0W96OPYF7kqz3LOJJofKF+NXjV8a5j0v6kM4JtPr1UXbsAJMJfZ8+mLZuRatZM4Nrnz0kmBKsXYU0sTdwL5/t/MyyXKNDDZxyOFnnIcQLaEWLYdrxPX1+aQ4xMRC3hMX1T2H8808oUsTa1ROvsdDQUPr06YO/vz/e3t54eJh/B4eEhBAUFESNGjVYuHAh7u7uqSpfAkSvQKtQAUJDgfvof/jBnNysTRtrVyvb2X5lO8O2DuPc3XOWdTb2NpRtUJZ9lfbxrs27yS5LK14c0+ZJ9Pm9rfmJ1q2Z/NHmFKbFiyGVjSir0DQNvyA/Fp1cxN9n/yYsLuypffIUyEOh8oUoUKYAlWwqodWta/6MBwWhFYilZ/XrD/c8DMcPs+TLL9GKF0d96y3UIUPAzS1d6m5STfxz5R8WnFjA2gtrLUlzE+n0OgqUKUD5xuXp7tSdjcrGpAUYDGiVK0P+/GiHrqBcu4Zu506UVq0w/vtvutVbJN+9mHuM3vEoT0WVVlXSZ7YsZ2e6Dy+MbttFSDCy+L33MJYqBaVKpf25sqDr4df5dMenluWqbapiY5sJAug2NqgNG6DtPIly5Qr68ePNQaKBA61dMyGyvQRTAt1XdU8SHGpfoj1R9aLInc+c1Le0qfTTPbjBnJKhTh2Uf/9FiY1F37Ejxt27oUTaPwDIzm5H3qbVklb0LNiTkiVTN6tnZhAcGUzP1T0xaeZoUJm6ZchXPJ+Va/V8Wo0aqFeao+zfjxIainLiBIaaNTEtWIDWqpW1qydeU8OHD8dkMuHv70/x4sWTbLt48SKDBg1ixIgRzJ8/P1Xly/iKV6HTodWujfZwTJ/+vfcgKMjKlco+rj64StcVXWm1tJUlOKSgUKRSEVoPaE2J6iUw6FIe49QaNEBt1gwezo6j27ULQ+3a2XZmo2th1xi/dzy+v/jScFFDfjv2W5LgkL2LPWXqluHMh2do8k4TilYuiq39w+GSioLm4YFWuTLGgADU5s3NM/m5PpphQrl4Ef24cRhKlUI3c2aazhQXcC+AL3Z9QbFZxWi3vB1/n/07SXAoV75cVGlVhfbD2lOzQ00cXV/c7Vfz9MR4+DDdPy5Ij87Q0/ec5KLJJL7a/RV3Yu4A5iGjnoU90+9kLi5oNcxPsJWICAxdukBExEsOyv40TWPgpoGWXpqFKxYmb5FXTBCeluwdMG7YQI8edvToDL33DkNZtszatRKZQLwpnqsPrlq7GtmSqqm8t/49NgaYH7wYbA00eacJf735lyU49DKalxda1aoAKHfvYmjXDi5cSLc6Zze3I2/TbHEzTt85zeeHP2fV+VXWrlKqRMZH0n1Vd25F3gKgUcFG+DbwtXKtksHeHq1RI7SHgTnlwQP0HTqgGzdO8hIJq9ixYwdTp059KjgEULx4cSZNmsT27dtTXb70IHpVzs6YZs/G0Ls3yr176Hv3xrRtGxjkrU2tmIQYph6YyhS/KcQaH81Ykyt/LjY038D33t+/+kmcnFCbNkU5eBAIRLl2DUPDhqi9e6O1aYPWqBHY27/6eawkMj6SledW8sfJP9h1bddT2w02BrqX6s71Ctexy2mHm5sbxdRiLy5UUSBnTrScOdHKlYOICLpXuIESGAj37wN3WfLRR+hmz8Y0apQ5b0jhwpDCXiCJdZ9/fD57r+99arudox0FyxekcIXC5PDIkaKyAXB1NQ83jE9AuXkT3aZN5iGiEyemvCyRJg7fOsyvR34FzJ/Nis0qpvs5tfz5oUwZWHEG5fx59O+9h2n58tc2r42qqYzaMYrNlzYDkM85X4b8HVKsWDHUBg3Q7dgBRiP6vn0x5cqF1rx5up7WpJpYfX41rYu1tkqybpHUneg7HLhxAL8gP/yC/Dh06xA+rj6c+vCUtauWrWiaxrCtw1h22hyI1el11HurHnkK5EnxcCCtSBG6fxmNcvo0cAXGVmBhk9lo77zz2n7vJsetyFs0X9yc83fPA2DrYkslz0oQF4e+UyfU999He+ONTP8e3o2+S/s/23Pw5kEA7J3tWdh+IcN1w61cs2RSFLSKFTH+8QX6Dz5AiYpCP3YsyoULmObMAbtMkj9JvBZsbW2JeMGDzcjISGxfITeyRDHSgPbWW3Q/8RXK5cvAPhZ98QXqhAnWrlaWFGeMo/XS1uwL2mdZZ+dkR4UmFShUvhBV1CovODqF9Hq0WrUw5R1I74MjgRi4+ytL2v+K5uiI1qQJ6rBh5mFWWYCmaewJ3MPCEwtZeW4lUQlRSbYrKLgXcqdQ+UJ4l/bmN/1v9NL1Ijw8PHUndHFBK1UKrVQplKDrKMdPAJEoAQEY3nvPXCd7eyhVCs3XF61MGfM/X1/w8Xlmgug4YxwlZpWw9CSx1F1R8CruxQ/lfmB5yeVpMPTInPhW+ecfIAz9d9+Z6yZJyzOcqqkM3jzYMvONbwPfl/YESyta2bKoLX3Qbd6MbvVqtI8/Ru3XL8PzallbvCmefuv7WX4EAhRt81hPwswmZ05zTqLdu1GMRvRdu5rzmlSvbtkl3hTP7cjb3I68za3IW9yOvE1wVDBf1PviUX6yZIg1xrLoxCK+8/+OS/cvMbPlTN6v/P7LDzxzBv1336F+8IG558Rr9HlKTzcjbjLinxH8dfavp7ZduHeBO9F3yKNzRjd9OmrfvuD5aj0RE0wJ/Bv4L+svrufgzYNEJ0QTa4ol3hhPrDEWe4M9AYOy58yYCaYEPt3xKT8d/gkAvaKnVudaL8/5+AJa2bJgMqGcOwcmE4YPPkDdtAnTTz9B7uT1Rnqd3Iq8RbM/mnHhnrm3laObI1U7VqVQjkLovv8e3bZt6LZtQ23QANOUKVCxonUr/Bw3Im7Qemlry0QoNvY21O1aF0/ndOwpnE60rl3pHvMHur17ITISEpbxR6sgTH/9JZ9hkWE6duxI//79GT9+PPXr18f14ciO8PBw9uzZw2effUbnzp1TXb4EiNKIVrkyyt27EBaGfto089Czdu2sXa0sRdM0Bm0eZAkOKYrC/6r9j8AGgen6Q0UdNgzt181w9ixKcDCgoURHo6xbh7J+PergweaZjhwy51Pj25G3WXRyEb8f+52A+0/fqDrncqZw+cKs8l3FZ7keJQVMy2SAmncBtHz56V7iEsqpU5ZhZktWxMKxYyjHjiXd38kJrXRpeCJwZOftjWMRRzht3q9U7lLYVbKjYLmCODg70N7Unr/1f6dNpQ0G1Hr10Nb4ody9i37AAExFi6LVqZM25Ytk+f3Y7xy6dQiA0nlKU6J6BualUBRM8+ej1K6Ncvky+pkz0c+ciZY/P1rjxqhvvpntcwxExEXQdUVXtl81d0VWFIUqrauQr0TmzQkBoHl4QK1aaCv8zInn33gD486dULo0FX6tYPkh8qT/Vf8fOexzvLT8ezH3mHt0LjP+m0FwVLBl/Uj/kfSt2Pelw5t1c+agW7gQ3cKFaJUqYXr/fbRu3cDJKUWvU5iZVBM/H/6ZL3d/mWSiikROOZzI452HqIQo3FesRf/VV+jGj0fr2RPTkCHmoO9z3Iu5x8GbB4mIiyAyPpKI+AjC48I5d/ccWy5teWa+vkR6QzrkScsELt2/RO/VvS3fzQBz2s5hS8ktr1y2VqECeHqi+PsDsehWr0Y5eBDjpk0v/Du9Tu7F3OPo7aMM2TLEEhxyyuFEw14NMenMN2+9lJUo3W0gPoElK3aj1KiB9vbbmMaMgXyZ5/v74r2LtFnahqthVwFzz6EGPRqQwzNHpktKnWxubuZRCHv3oty5g27vXpR69TCuXQvFXtIbX4g08O2336KqKu+99x5Go9HSWyg+Ph6DwUCvXr345hVm6ZUAUVrR61Hr1EG3dStgRP/eexj9/c1DbESyzPxvJgtOLADMN10NezdkitcUeut7p/u5NQ8P8PBAMxoxvtmF3v99inL9OphMLPnxR3SbN2OaNy/JE2prMqkmtl3Zxm9Hf2NDwAaMqjHJdhs7G94u/TZXKl4ht3duFEXBx+STvpXS6dCKF0crUgTl/n0ID8PkVZNe6l8oYWEQG8uSFeZdlagolEOH4NCjm0+tQAGMly5RtEpRDHYGilQswgbPDfQxpGOvHicnTMuXo2/ZEiU+Hn2bNpjmzEHr0iX9ziks7kbfZciuIZblH1v8yFz93IytRK5cdB9VAt2+UIiIYMkKUG7cQFm0CN2iRaidO2OaMQPy5MnYemWAO9F3aLOsDUdvm/Ov6Q16anWqRf6SWWNmP83bG9OsWRj690e5dw9D27YYjx/nlv7Wc4+5GXHzqQBRgimBkyEn+e/mf/x36z8O3jjI+bvnLb3aEnkW9qR0ndLoFT29Vz+6Li3qsCjJdWqRaRG9HDaivKmAprFkxVEM/fujjRyJ2qsX6v/9H/hmgbwbmcThW4cZuGkgR24fsaxLHGr8Tb5vWOyzGAcX8wOcgqaC9L4w4eHsm3EsmTcP3bx5qK1bo3btap6owNMTvLzMufQUhZMhJ3lj+RvJqoveoMfV4EqMIQa9QY/eoEfTtBT1Ssvs/jj5B//b8j8i4yMBUHQKVVpVoVe5Xmzh1QNEAFrevGgtW6JGqPSyWQvcRPupKQt/CHqtettpmkZQRBDHbh/jWLD53/HbxwkMD0yyXyG3QpTtXRZHN0dLr2+tSBE0b2+UU6fQDFdQjEaU+fNRFiyAihVRGzUy582pW9dqgeljwcdou7QtIdEhABTJUYTSPUvjnMvZKvVJU3Z2aA0bQmKqioAADNWrozVrhtqiBVqzZlCggLVrKbIpOzs7vvvuO8aMGcPx48eTTHNfoUIFS4+i1JIAUVpycTEHEJbvNycw694d065dWTqXTUbZfmU7n2z/xLJcvV118ninfIz7KzMY0Dp0QtOtQitT5uETrrsoFy6gr18frVMnc5LrunXNT7qeMUwqPQWGBbLgxAIWHF/w1A0EmH/AFKlYhHwl8zFbNztDgmtP0evR8uSBPHlQP/oObXWo+WdWfDzGAYPo7f8JhIVBWBhL/lLp2dA8rbnmZWQh4FHQA4+C5i7siin9bxS1+vXp8W3lh/moolnSsyem48dRv/46xfmTRMp8vutz4mPMvc18yvrQoGAD5pLBASIwPw1s3RrCwzHVaUavK1NQgkMeJi9fweKK/2KaNQutffuMr1s6+njbx5bgUC6HXFR6q5I5t0gWor33Ht2DZ6OcPIlWLS8LnZ3J6ZUTvUGPvbM97Zzasdd1Lw4uDjg4O1DA9ekb9k93fMqM/2Y89xydS3UmvG44ubxyAcn7XtKqV0crVw7l8mU0/wcoQUEo4eHoZ89GP3s2at265twhHTtK7ornCIsN46vdX/HT4Z+SBOuKVCpC+SblsXOwo6OpIyv1K5Mcp9WsCcWKwrnzaMpNFE1Dt3Ejuo1JZ7fU7O0xLViAS82Cz62Djb0NnYt25lrJa+Qtmhdbe1sWmZIGBBM/D8rmzeYfhVn0uhEeF87gzYNZenqpZZ1zLmdqdaxFrny50v5+zM4O018L0b70RQkIMM8QtWkTWuvWaXyizCcyPpIvdn3BstPLuBtz94X7OuVwYlvPbXye43O0JxMi29qaJxE5upI+vzZHuXkL0ICjLPnuKHz3HZqNDeq336IOHfpUIJt799DNmoU6enSaf273Bu6lw18dCI8zB7Tc3N3Y2X0nn7h98pIjsxC9Hq1WTbo7OaGcPQtEAqtY8qE5ibhWurR5cpfmzdHq1ZPfgyLNubq6Uq9evTQvVwJEaUwrUADT4MHoZ8xAd+QI2ogRqDOef+MpzDNV9VjVwzLlZek6pfEpm869XZLDxQWtSRNMBSvQ+9gXoKqg/c2SwX+jB7TcudHq1EGrVw+1Xj0oXz7dkpNrmka3ld1YfX71U0+17Z3tKVyhMEUqFkn6VCazdd21tUWrVw/t7qPut8YfFqIu72ruYaS33qSKWuHCYG+P4ucHJKCfPBnl1ClMCxaAm5vV6pWdHbxxkHnH5gHmWXEqNq1o3QoBuLqi9hmEttofLTYW5dAhc2+ikBAMXbqg9uyJafbsTDvcNCUO3zps+SFo62DLzt47Ge853sq1Sh2tTBm0fPksM1NWb/eop+ePph+T/ChyMbkk6f0DcLXEVfjv0bJOp8PN0w13H3eKVSnG0hxLUxdsd3BA8/XFeOF3+vzSHAICUG7fZskK0O3di27vXjR3d9S33zb3KpIex4D5evf32b8Z/s9wy2xHYP6BuablGn4q9NPLy8jjDnXdMb7/BX0Wtke5csV8DU8iFi3kJ6a6/oFvfV8MtgZs7GwYYhjCrw6/YudoR868OVnIwpf+/ZVVqzC89RZqw4bm64aXV2peutX43/Cnz5o+XHlwxbKuT/k+RLaMxMbOJv1OrCjmQOq1a5CQgH70aIwtWmTZIFtyHLxxkLfXvs2l+5eeud1ga6CGRw1CvELI6ZUT71LeFDQ8P4gJQMmSaPXqw507cPMmBAfTo/O9hxsT0AxrWMjQpMfcuYOhVSuU48dRrl3D9OuvafbQc2PARrqt7GaZaCa3d27qd6uPl23WahfJo6CVLw/u7nD1Ksrt24D5wZdy9iz6s2fhhx/Q7O3NwWsXF7CxARsbNBcXtK5dzT2RhEhDR48eJTo6mjqpTJshAaJ0oE6YgHLwIDp/f/S//GLOR9S9u7Wrlak8iH3AhoANrDm/hi2XthBjjAGgdbHWODfKRF1PFQV1xAjUBXtQTp1GCQkB4unRGeAusJYlI9aaA0bOzmj166O1bm3ujeDtnYbVUDhie8QSHNIpOjyLeVK0UlG8inuhy+CeTGlGUczTh2aCpyqalxdas2Zoxy6jnDuHbuNGlGbNMO7dC68wE4B4mkk18b8t/7N8nss2KGseIpKZgpr29uau+deuoW0/h/LgAbrFi+HOHXMySpt0/NGUzjRNY+T2kZZl3/q+lM6TxXN/PAwOpUYe7zz4lPUhd/7c5MqXi5x5cybNLfOqn0uDwTxrXv78aJGRmAqVQrdgAcqdOyihoeinTkU3bRpaixao771nznv1mnznHAs+xryj8zhz5wyR8ZGWHECPB4b0Bj2+DXwpWaMktanNT7w8QGRRogRa1apoFStCdBRKTCzExkJMDMTGorm44OHkQdkGZS2HvGV6i/X69Y/KeNnfX9PovX3Aw2Ftu1hctSqm339P95n10oJJNTHZbzJj94y1PKSzsbOhauuqzC09N2N6IdvaopUujXLiBMqZMyiLFplnNstmjKqRifsm8u3eby3vtd5Gj7uPO709erPXay858+bEOZczf6h/JH3vk/kdlNh7G0BLSDDfs4aEmNMoPEPPKlehGBC1kD8GGMwPQF7xfnLxqcX83/r/s6Q+yFs0L3XerIPB1pC5rvFpTPPyAi8vNE3DOHgovbe+D7duo9y9y5K/NZTYWJRdu54+cO5c1BYtMI0bBxUqZHi9Rfb04YcfEhAQwN27L+6h+DwSIEoPtrb06O+BroitOVnvhr4sqFhRku9hTqg8/J/hrDy38qm8Oa55XFnYfiEDlYFWqt0LuOUw9xZCI2HkaLRN70FIKEpoKBDzMGAUCWyEnRtZMsiciFFt0wa1S5dk5Zt4suvvkzkuilQqQmhgKEUqFmFtubWMyjkqzV/ma8/FBePevfT5ujzKzZvAMRZNmYL62WcvPVQk39yjcy35RNzc3SherbiVa/R8WsGCdP/BA8XP72F738Ifb72FaenSlx6bWa2/uJ49gXsA8xCSolWKWrlG1uWc0zyMJmNO5ow6YQI9qwWa89wFBKDcucOSFRrK5s3oNm9Gy5kTtXNntO7dzUnzs9ADgARTAsFRwYRGh1Ipb6Vn7hNrjGV94Ho+OPgB/jf9X1he62Kt0bXS4ZTjYQ6V1P7ANBjA1Q3NNR16hCqKuQfAkcMoV66ihIZiaNsW04gRqGPGWDWYrGkad2Pucj38OkHhQdyIuGH5/6DwIK48uEJQRJBl/9zeuanVsZb5/c7AH/NaiRIoFy8CMei//hpj167gmDGzWWaEWGMs7Za1Y3fgbsu63PlzU7NDTZxzOfOt6du0D8bZ2FgC08+UJw9qo4boduyE8HB08+ahGQzmUQ+pyAN19s5ZRu8czYaLGyzrupbpitpBTYOZZ7MQRTEHpYN8oYwvWkICxje70vvwaHjwAMVkYvF+L3rWCILoaFBVlqzYgrJ1K1r37uYk44UKWftViCxu9erVJCQkpPp4CRClF0dHtJo1UfbsMU/l2a0bxv37X9sZTDRN488zfzJk6xDuxdxLss3OyQ7vkt74NvDF1e7VkmqlPwXKlEG7UAyKFkMDEr4Yi7a6N4SGoNy6bX46CSjHj6M/fhxcXFB9fV8aAHoZdx932gxqg06nw9uUdr2TxBNcXdHq1EHZuhXCwtBNmIDaqZMEeNNIaFQoX+z+wrJcpXUVdFYcXpgsDg5o9evDnj0ooaHoNm3CpmdPlDFjrF2zFEswJTBqx6PgcoUmFcw379n4yW6mpNOhFSwIBQuihT2ge7FLKFevgtEI3GfJ3Lkwdy5agQKoXbuidutmHsZs5QS+MQkx7A7cTVB4EDcjbnIr8ha3Im9Z/j8kKgQNDZ2iI3Jk5FOzvU07MI2pflOfmXdFURRcbF2It4nH0dWR0rVLs6r4qvSdqCCtGAxo1WuAhyfa5lMoUVHop0xBOXQI04YN6Tb8/EX+DfyXfuv7JRk29jyKojC6zmguNLhgnR7Jej1auXLAQZQbN9DNnIn6SfbJVTNh3wRLcEhRFD6r8xnnG5y3fu9vO3vURo3Q7dgBRKD/9VfzDK/Tpyf7uyY4Mphv/v2G3479ZukZBVC0SlEWNFvAO/p30qfuWYWNjSW3KZgzRBl/XoS6ujfExqCcOo2mv4piMqEsWYLy99+oH3yA+umn5mFrQqSC1ysOc5YAUTrSvLygTBlzl9mzZ9EPHIjp99+tfoOXVmISYrhw7wLn7pzjwr0LjK4zGr3u6acEIVEhDN48mFXnV1nW2Tmapy7/ufjP/FTwp0cXyaz4I6VwYXMOm8KF0dBQ7t2nu+9NlBs34MEDVPc9LOLjVz6NoijZaqaUTE2nQ6teHWXbNvPsZv37Y9qxI0s9yc+MjKqR/pv68yD2AQA9y/bE6GN88UGZhcFgDhLt3g3cQb9hAwWjomDNmiyVk+i3Y79Zpk3OUyBPlpmxLFtzy4FWpQpahQrm60bgNTRDKD3bG4HrcHUaS6pNMyc8ffNNtFKloEABc+8AL68MCz4cCz7GWyveSlbAQdVUQqJCyOeSdLrtP4x/JAkOuXm4UaxqMXx8fbCxs3lqaE1GTFSQlrRChTAemMvb39eDBw+AnSyaMQN12LAMrceSU0vou6EvqunJvEtJ2djb4ObuRrlG5fjK+yt666wwscVDWqFCaL5RKKdPo5s8GbVv32wxe+SZ0DNM9ZsKmPObNezdkC/zf2nV9zoJe3vUxo3Q9p5BCQhAP3s2yunT5iT67du/cLjrVL+pjN833jLjHYCDiwPlGpWjUPlC6NXXqOdQatg7oFWtivH4GvrMaYkSFATEs2TGDHTz56N+/DHqkCGvbecCYT0SIEpnWtmy5qRxhKBbsgS1bl20fv2sXa1Uu3D3Al/u/pIjt45wLexakoTJvcr1onCOpEk2V51bxcBNA7kTc8eyrkDpAlRuVRl7J3vqmuryi+6XDKt/+lPQcuWCXLnMf/uYmCz141E8ouXKBSVKABfQ7d+PNmcO6gcfWLtaWVaCKYE+a/qw9sJawJznYkLjCYxghJVrlgIGg3kWw+M30B04gNuuXZj69EFdsiRL5CQKiw1j7J6xluWKzSpK0DkzMRgsvYqMo6ajzW8H166h3DFfP5WzZ9F/802SQzS93pz3wtsbvL3RfHzQ2rQx589Kw7/t4lOLGbBxgCVf4JMURSG/c36iXaNxcHbAwcUBnaJ7qqds0cpFOe93Hvci7pSuWZo8BfJkv89gyZKoTZui27IZIiLRjR2L2rkz+KT/5BuapjFh3wTG7BljWZfDMwc5vXLi6OqIo5uj+b+ujix2Wkx/h/6PDrb2AzpFwfTttxg6dEAJD0c3cSLq1KlWrtSrUTWVAZsGkKCah3qUql0Kdx9367/XT7J3wLhtG2+PKQeRkcBulvTcbU6i37s3WrVq5vvanDnh4T0uTk78Hvm7JThksDVQunZpStQsgcFGfl6mSIkS5uHEd+/CiRNACEpEBPoxY9D9/DPq55+jvvtulrjPEBkjISGBb775hvXr15MzZ07effddevXqZdkeEhJC6dKlJQdRpqUoaLVqoa0+iHLrFvqBA9EWL0Zr0wa1bVsoWTLL9Ci6E32HVktbcT38+jO3n7tzji93fZl0ndc5S3DI1sGW31v8ztpya9O9rpmGBIeyNK1cObSCcSjXrqEbPRq1TZs0TT7+ukgwJdB7TW9WnjNPR63T66jVqRZ5nfNauWapYDBgWr+enqNKoNy7B6zhjz59MC1aZJVhJCkx5cAUy/dx1zJdUfJnjWvPaylPHrRixaBYMbSoKEwVa9D78hQIN08ZvWQFD3PfmYAglqx4lEeG775DrVoVddgwtI4dX+lzmWBKYOT2kcw8NNOyLle+XBSpVITPnT5ntutsHFwcsHOye6r3T17T0+3bwcWBdsPaERMbg6ura/YLDiXS69GqVEXZtcs83OyjjzD9/Xe6njLBlMDAzQOZf3y+ZV2RykWo0vLZw3idTZloQpCHtFatUBs0QLd7N7qffkIdODBLz+7329Hf2B+0HzDneytTr4yVa/QC+fOjNmliHvVw7SqQYE6i/913z9w9ISgI3/q+XDt1jQJlClC2flnsna0/4UhWpuXODY0aYWzdC/3o0SgnT6Lcvo1+0CB033+PaexYtM6ds8zvRpF+pk2bxvLlyxk0aBBhYWF89tlnHDp0iO+//96yj6Zpzy/gJTL33Wx2YW9Pj89Lo+y8DZoG7GPJ6H3oR49GK1YMtW1btLZt0WrXzrQ/MEyqid6re1uCQwZbA5XyVCI0TyiueVxxye1CtXzVWHJqSZLjStQsQdC5IOyd7anauipdHLqwltcoQCSyNoMB08yZGNq1Mz/NGTQI06pVcnFOgQRTAr1W97IMMdXpddTtWhevYl6Z7ylqcrm6ojZogLZjB4awMHQrVoBOZ57eOpN+hweGBfLjwR8BsNXb8k3Db/iSL19ylMgUnJxQR45EXX3KPPFFdDTGXh+inR1nTnIaHY1avyC9Ch+GqGjQNJasOISuZ0+0QoVQ//c/1HfeAeeXBwRMqonTd07jd90Pvxt+7A3cS2B4oGV7kUpFqNyyMnqDntam1izVpzxZu42tDTGxz+6JlJ1onp5QsCBwDd3atajr1qG1a5cu5wqLDaPsqrIEXwm2rCvfpDylapXKWkE4RaFnd1uUPAAJ/PHll+bgexZ0K/IWo3eOtixXbV016eyImZG9PVrlymgVKmBs0ZbeB0Y8nJzh8aC02YJcubCzs6Pt4LbY2EnPlrSktWhB95hFKFcdUU6dYsnCKJSAAAw9epiD/zNmoFWpkvSgO3cwFCsGev2jfwaDOQ9qixZonTqZf2e+TgnDs7G//vqLH374gZYtWwLQo0cPunTpwsCBA5k50/xA51W++zPnnWw2pLm7o7Vobp7h4sYNIPLhF20AXP+eJU2/p0d3GzSvfJAvHwvfXgtu6TDbRiqN2TOG7Ve3A2DvZE/z/2vO345/J3lamMf09FhxnU5Hg54NMNgazB/UrPqDULy2tBYtUHv0QLdkCbqNG1H//hutSxdrVytLSDAl0HN1T1afXw2And6OGm/VwKvoqyXPyxRsbIisVg23w4eB++j++gv0enOeuUx4A/bV7q+INZoT6BeuXvip4cAii7C1NU8L3qYNWsIyy2rTxMSkp7EoAQFou27Ts+Fd4Crs+4jFY8eivv++uUfGY8krI+MjOXjjIH43/PAL8uPAjQOEx4U/dVqdXses5rPYVXVX+r/GbESrWBEtRxjKgwfohw7F2KhRsgJ1KREYFkj7P9sTHGoODun0Oha2W8i6cuvS9DwZRcuVCwoUQLl+Hd3y5ZiGDYPKla1drRT7aOtHhMWFAdC7XG/iC8dbuUYpoNej9eiB5rgJLS4WYmMx9h+BduIrc5A6IcHyMESCQ+lFMefl8vHBVKEmvQ+NMr/3HEI7/iVa9VxJ9l5knELPVtGW5UcBvWC4HcCSJrPQPDxQO3RAHToUihXLyBcj0titW7coU+ZRj8QiRYqwbt062rdvzwcffMDXX3/9SuVLxtWM5JYDrWJF1DZtSDh5Eq1CBbTHE/DFJ6Bcu4bi54fBywt9q1boZs9++IVgPesurGPS/kmAORpZq3MtHFySP3TKxs4maz3BEuIJPVpF06OHHT06Q58NfeHevZcf9JqLN8XTY1WPJMGhFV1WZI/g0EOajcHck6hiRQB0y5ahmzLFupV6hqO3j1p6d9o62FKmTiYe5iBejb09WtmyGC9dMj9hfhiMUB48QD95MoZixdD36wcBAYzfOx73ae60XNqSr/d8zdbLW58KDukNejwKedD47ca8V+k9a7yirM3eHtP48QDmgMe4cWla/NHbR6m3oB6nQ08D5vbdsHdDupbpmqbnyWjaYzP26UePftj7PuvYGLCRFedWAJDHIQ+Tmkyyco1egZ29+fdL/fpo3t5oRYqglSxp7Vq9PnQ61MGDzaNNypQxB41y5Xp6P0dHtJIl0UqUQCteHNOHH6IVLYrm4WFpS0pICPpff8VQqZL5uyguLoNfjEgrHh4eXLmSdMKIfPnysXbtWo4ePcrAgQNfqfxMESCaM2cO5cuXJ2/evDRt2pTDhw9bu0rpr2RJtFKl0Jo0Qe3QAeNvv5mTTD6MyCtGI7rt29EPHYr+7betVs2AewH0XdfXslyhaQU8CnpYrT5CWIWdHVqlSub/j4tDP3KkdeuTySUGh9ZcWAOYf2TWfKsmzYs0t3LN0oGtLcZNm+jxjgs9OkPv8+OtHtR/nKZpjNw+0jKhgG89X2wdnj8rjcgmHB3NQ9hbt0arUwe1dm16dIaebyTQK2ohfXYNYmOOjUmmpQZzD2HvUt5UbFaRvW/vpeMnHWnUuxG58+e20gvJ+rS+fVFr1ABA98MPKOvXv1p5msaRW0f4bOdnNF7UmFuRtwBzjpum7zbFvUA2mBrb2dmcgwvQ7diBsm2blSuUfJHxkfTY0sOyXLR5UfI4Zv3Z2ISV2diY82I+/C55iqurucdipUpolSuj/vgjWtWqaI0aobZvj/GXX+g+MK/5OtA2Dv3YsRgqV0bZsSNjX0c2kBniFvXr1+fvZ+S18/LyYs2aNVy7du2Vyrf6ELOVK1fy+eef891331GlShV+/vlnOnfuzH///Ye7eza4yCWHnR3aW73RVm9FU1WUkBBM7qXpHbnAPAsWK1i4cydao0YZWq3ohGjeWvmWpYtsp1KdMNSw+kdGCKvQChY0zyh06xa6BQtQu3VDa9LE2tXKdOJN8XRf1Z11F8zDG/QGPXXfqkveInmz7xDT3LnRypRB8fc3D/FZsQKte3dr1wqATZc2sevaLgCcczpTtGpR61ZIZCxFQfP2xrRrEdpvreHcOYiNQcvjjruPA27ubuQpkMfyzymHk6XHb3VTdfSZcLhklqPT0eO9HOh8dKCaYOmbLNSvQmvVKkXF3Ii4wY8Hf2TVuVVcDbuaZFst71p4vuWJnaNdGlbcujRfXzSX2+b8f6NGYWzSJFMO333S13u+JjrMPNTHs7AnBcsVBNXKlRKvNzs7tLfeRVu9A+7cQTl0CAhDuXgRQ8uWqN26YZo8GfJmwYlDMlhmiVsMHz6cixcvPnNbvnz5WL9+Pbt27Up1+VbvQTR79mz69OlDz549KVWqFN999x2Ojo788ccf1q6adeh0aHnzov74I2qzZpaLof7jj8GUcb+uNE1j4KaBnAw5CYCLrQtz2syRoWLitaZVqfKoTQ4caE4Q+5oLjwtn/cX1TNw3kV6re1Hh1wqW4JC9wf5RcCib03x8wM7840w3e7aVa2NmVI18uv1Ty3L5JuXlB/9rTMudG61OHbRGjQFzwLDlhy2p2qYqhcoXwjmns1zj00uOHOZprBUFVBV9ly4oW7Yk+/Czd85S+/faTPefniQ4pCgKhSsUZkuPLdkqOASAnR3q8OEA5tmcfv/dyhV6uSO3jjDjvxmA+eFI1dZVpU2JTEXLkwe1RQtMkyejOTkB5uHxhnLl0P3yS4b+1syKMkvcwsfHhyYveEjt5eVF98ceVHbt2pXbt28nu3xFe5U50F5RfHw8+fLlY8GCBbRp08ayvn///oSFhbFkyZKnjomLiyPusTGTidWv0a8GN07ewFvx5qbupmV7fi0/N5QbL6zHk/vk1/JzI+KxZZdXW37mOZNbRlwcxMbhHQFa3ryQM+cLy00r92Pvczvy0QfJ2daZAq4Fnn6fXvC+AeCadPGZx6Th8rOk9d8z1X/vl33GUro9NZ/rZyyrJhWdXpfidpAcqXov0+LvnZ7tOT4e7xBzsl9y5TLPVPOaijXGEhgeiEl99g2Fj6sPD+weWJbToj0/yZrf36qqotPpHh0TGwtx8ebv60KFwCH5udrSw+Pf4w4GB2xyPkommmZtK6XL6XWtfHz5Fa9TT9UhOa/jFT6DzzxnRlynUvO6X/Xv/XB74nUnQ86ZmutzGp4zyXKCEWKi8Q7H0rvrZUmrn/U962TjhMnOZM7xqFOs155fds6n850nrcPLPrdOXiiXLoHRaF6RM6c5p4rO6s+3n6KhcfXBVctkAHZOdpagXVq+t6pJNf/WiXzst05a3Ye+wnftM8+ZHp+x1HyPWeOeP4O/v1P1OsOum+9bEox4RzzcYG+P5uUF9vYvfI0vUqRIkWcOf7IWk8lEQEAAxYoVS/KQTFVVEhISgKQzftnZ2WFn93TAPTVxi8yiQIEC/PvvvxQqVChZ+1s1QJSYgXvLli1Ur17dsv7LL79k//79/PPPP08dM3HiRCZNepTszdnZmVOnTtGtWzcuXLiQIfXOUJqG3fXrKA8vjiYnJ1AUEjw8iA0Jsexm/8QygMtLik7w8MDmsWMSl2N1Jq7ZPZqC1sPBA2dD2s66IURWZn/1KqjmPuOqgwPhT/TKeLI9pvXyM+v0nPacVstPilVMXHeIQ9We7jtvp7cjt11u7PWpv8HIihSjEbtA85Tg8QYD0Q9vsNLi7/vk9/nL/l7xHu5cD7+KUTFf4vM75sdOn816GAiRBemjorAJfjQdfayNDUr+/MTcuWNZl/h9HquYuG4Xg/rwt4utzhYvRy/0yuvTE1AfHW1+vxJ/rigKqr09ml6frHvhJz3r+/fJ79KXbX/W8j1DPKE25vxztjpb8jvlR0F6D4nMTx8djeHOHctvTQCTqysRJpMlwXVK2pa7gwODq1Sh6sSJ6VrvV6XT6fDx8aFGjRoEP/adPHLkSD799NOn9k9N3CKzSGmAKMsllBk2bBgDBgywLCfGt/78808uX778VHQwO9D9/Te2vc3Tyav586NVrEjCggWsfSx59RtPLAN0fkm5CQsWYPPYMQkLFvCg71tUK7INHj5oHlx1MJObTE6T1yEyn+dF1cWL2XTogG7rVhRNQ7Oz4++mTdEee6L5ZHtM6+VneeMZ7Tktlx93xP4+LQruRtWbg0M18tWgf5X+lHMvR/FcxbHR2zzzuOzkeW3HpkcP9KtWYVJV1jduTJy9fZr8fZ/8Pn/Z32vGkFoM2zbMXH6JN1jecXlqXqYQaU6uO6BbvRqbXr1QTCZISEC7e5czPj6cL1kSo40NbyxYwMEP29DO51/Uh29RjXw1WN1lNTnsc1i17tagXLqETb9+6A4cAE1Di41FK12a+AMHWNuvn2W/5F4rn/z+ffK79GXbn1wO6teZCkW3gA4UDbb23kqN/M9JJvwKpO2IdBMdjWHCBPTff28OFIWHE2Nvz9FKlQjy9uaNhQtT3LZKZpLZ7l7Wg8jf3/+pHkSvO6sGiHLnzo1eryc0NDTJ+tDQUDw8nj1T1pPdvlRVJSIiwvIH1+v12e9Ls2tX1J9/RrdvH0pAADz8gD/+YX5yGXjpc4unjlGgl7c/QTbm3kN1vOswscnE7Pd+iqdky3aTjpQcOaB0aThzBuXBA0peuMD50qUt21/WPl91+Vky6pxH7O/Rwmc39/XmJ6V1vOuw9q21uNi9rM9i9vRk29EGDYJVq9CrKkWuXOFcmTJp8vd9cuuLyohTTEw7MM2y7fN6n0v7FpnOa33d6dwZU/786EaNMt/bRUTge+YMxQICOFumDAduHqBtwT1E6cxP9Ov71GdVl1Wv7fcsJUpg2rkT7bvv0I0Zg5KQgHLmDLYNG+Lq6UmEq3m8jTWulVHGKDoV2Ee0zjwEsP/9YtT2qf1KL/dlXuu2I9KHiwva+PEYe/ZE/7//ofv3XxxiY6nt58ftvHnRX7mSqraVmTzZbhRFISEhARcXF3TJGLaamrhFVmXVQby2trZUrFiR3bt3W9apqsqePXuoVq2aFWuWySgKpmnT0ABFVVGOHLEMb0lLX+35iu1O5i52eY32LOm05LXoCSBESpkWLcLo74/28OmI7+nTOEVEvOSorOuBLp4/XK/yZv591C+4I0lwaF23da/vj5Zn0OrWRStXDoCiAQEo6fBd/TLz3a4QFBEEQNvibanoWTHD6yCEeDGtZk1MO3ZgXLcOtXJlAOzi4ynXoAGFchTCM5cPAM0KN3utg/AWej3qiBEY9+9HK1sWAN2RIzTbsoXi588/GoKWgYyo9Frdi5P25tl+i+UsxthvD2R4PYRIM76+mP75B+PcuWh58gCQ9/ZtDJUqUfr0aXSvcRLr1yluYfUsbwMGDGDhwoUsXbqU8+fP89FHHxEVFUXPnj2tXbXMpXJltHfeAUC5fRvd5LQd9rXG+QaT95vL1Ct6lryzES9nrzQ9hxDZip0dpp9/BkBvMlH10CGr3KCmp9v6GDp678WzxGrezu/PKtcgYh4+Ja1boC7ruq3D2VbykyWhKJgeDoN2jIkh342UJd1+VQmoTMp91rL8Wd3PMvT8QogUUBS0Fi0w+flh/PNP1OrVUUeMIL9Lfrb03ML7ld5nZZeVONo4WrummUeFChj9/DB9/DGaoqBXVSoeO0aDXbvg2rUMrcrHnsfYfGkzADntc7Kq6ypc7V6SNVmIzE5R0Pr0wXjyJOp775lXxcVR9tQpmm/ejMdj+XpeN69L3MLqAaJOnToxduxYxo8fT/369Tl16hR///13tuuqlRZMU6eiFSsGgG7MGNzTqIFetIngnXz+luWJTSZS16dumpQtRHam1amD6YMPAPAICaHQlStWrlHaCY8Lp7XPHta63LAkOgZwd3RnUNVBrH1rrQSHnkPr3p14W1vA3LuM+PgMO/cit6tcs40GoGXRllTxqpJh5xZCpJKioHXogGnvXnh4/1vQrSAzW83EziD5MJ5iZ4c6YQKmHTvQChcGzNdgQ5UqFLxyJUMe1szKeZGZuS4CYNAZ+LPzn5TMnTlyrgiRJnLnxvTTTxh377b0jHaJjKTBrl2UP3bMnEPtNZNV4xbDhg0jZwpmQs8USarff/993n//fWtXI/NzdcW4bBmGunVRYmOp6efHthYtiH2FqZSjFCNdvPcRrjdP8/dm6Tf5X7X/pVWNhcj21HHjiFu4EMeYGCocO0ZINpj2Ph4TXVd05bj9A8AcFOru2532JdtT27s2el3mGlee6Tg6oh89GsaMwS0sDNOUKRlyWiMqE/KcsSyPrjM6Q84rhBDWoNWpg/HQIXQjR6KfOxclPJzqBw+S/8YNDletStwrTNX9IhudbjLU86hl+adWP9GgYIN0OZcQ1qbVqoXR3x/dzJnovv4aJSqKkufPkyc0lAO1axPt5GTtKmaozBK3iI+PZ8OGDfz333+WWdg8PT2pXr06rVu3xvbhg0qAjz76KEVlW70HkUih8uUxzZwJgH1cHDX37091jotYYyzv5TtoGTtdMndJfmn9y0uTkAkhHuPmhu0ffwBgm5BA68OH4fhxK1cq9VQ03s13kB1XdwCQyyEX23ttZ2qzqdTzqSfBoWRShw9H8/UFQDd+PC5hYel+ziVu17hsGwVA08JNqeldM93PKYQQVuXigjp7NsbVq9EePqDJf+MGzbZuxSE6Os1PdyLkBN3z+6E+7Fk7otYI3q7w4tmdhMjyDAbUoUMxHjyIVrEiALnv3aPZli14BwZmuxQLmd3ly5epUaMGAwYM4MSJE2iahqZpnDhxgv79+1OrVi0uX76c6vIlQJQFaX36oL77LgDud+5Q9uTJFJdxyu4BtX+vzV+u1wFwNpm7x772SRCFSAWtXTtMw4cDoNy6haFJkzQbAprRPvU4zjK3QADsDfas6rKKUnlKWblWWZCtLaZff0XT6VASEqj633/pMrlAIpNqYnzuR72HJPeQEOJ1orVujfHoUdROnQBwiImh9Z07aTpRwG19DB3/7Eik3jy7XMeSHfmm4TdpVr4QmV7x4hj//RfTwIGA+cFoLT8/2qxfj270aFwfPLBu/V4TH3/8MWXKlOH8+fOsX7+eefPmMW/ePNavX8/58+cpVaoUI0aMSHX5EiDKokzff49WvjwApc6dQ1mzJlnHaWjMzHmB6oW2cSr0FAB2ejt+77qU0nlKv+RoIcTzqOPHY3qYPF4JD6fenj3mpypZRIIpgeEeR5mW+zwAOkXH4g6LqeVdy8o1y7q0atVQhwwBIM/duxQLCEi3c/159k8u2kUC0LBgQ+oUqJNu5xJCiEwpTx5MS5di+r//A0Dn50e5EyfSpOhoxUjHAnu5Hm5+sFrVqyq/v/E7OkV+SonXjJ0d6vTpGJcvR8uRAwDH6Gj0U6fSYssWmm3eTOFLl6xbx2zO39+fzz77DFfXp5Piu7q6Mnr0aPz8/FJdvnyrZVUODhiXLUN7+MHQ9+uHU2Tkc3cP1ccyN8clGhXcyZC8R4nTmZ+o+Lr7sv/d/bQv2T5Dqi1EdqYOHYpx4UI0Gxv0qkotPz9q7duH4ueXqbvf3jTE0Hxxc6bnvmBZN7PlTNqVaGfFWmUP6ldfoRUpAkC5EydwjIpK+3OgMWHvBMuy5B4SQry2FAV12jTLMJiS58+TLyjolYpU0Xgnnz8HHe4BUMC1ACu6rJDZ5cRrTevYEePZs5h+/BG11qOHiTnCwqhUv74Va5b9ubm5EfiCh9CBgYG4ubmlunwJEGVlxYphmjsXACUsjFr79qF7LKP8DUM0M3NeoInPTvIVX8sHXof41zHUsn1wtcH4vetHOY9yGV51IbIrrVs3TOvWobmYh2t6BwVhaNCAxv/8kynHae9wDKZK4S3sC9oHgI3Ohh9b/Ei/Sv2sXLNswtER088/A2Awmah8+HCan2KFSxDn7p4DoI53HUmWKoR4vdnbY1y61PIQtdrBgy98iPoyX7qfZIWrOcjkbOvMqq6r8HL2SpOqCpGl5c6N+uGHmHbvJuH8eUxff41WqhRq9+7Wrlm21rt3b/r378/s2bM5deoUISEhhISEcOrUKWbPns3AgQN5++3U50bLFLOYidTTOnTANGwY+unTyfngARWPHOFItWoAfJvnDL/kfLqLX+EchfmxxY+0KNoio6srxGtBa9wYo58f+ilTUJYuRYmPJ/e9e9Ty8yPo+vUMnfb8Rf5wvcq7+Q5akm0WcC3Ako5LqJG/hpVrlr1oDRuivvMOuvnz8bp1C+OhQ2lWtorGt3lOW5Y/q/eZTDQghBBFi2KaMwfDW29hm5BAvd27CXV3RzdsGOWOH8doMBCajKmpr4df5/u8V8H4aOh1eY/y6V9/IbKawoVRR41C/fRTa9ck2xs9ejSOjo7MmDGDzz//3HLfp2kanp6eDBkyhCEPUxykhvQgygbUceNQa9cGoOjlyxS8cgWADgNmWvYplrMYw2sNZ/87+znX/5wEh4RIbyVKYJozB2NAAKbRo9Fy5wbMPYr0PXqgPNbbzxrC48IZVuyiJTjUvEhz/Pv6S3AonZg+/xzNxgYA3YQJL9k7+da43LDMRFkjfw2aFGqSZmULIURWpnXsyIUSJQBwiYykyJUr6GfNotS5c5Q9dYo8oaEvKcH84GR7r+3kdcrLtKbTaFWsVXpXW4isTVHM/0S6Gjp0KGfPnuXo0aNs2rSJTZs2cfToUc6ePftKwSGQHkTZg40NpsWLiS9VCvu4OCofPsz9nDmp51OfMfXH0K5EO8q6l5WnykJYQ968qGPGoA4bhr5NG3QHD6Jbu5Za+fJxoHZtVL11po3/4eAP3Isx51PoVKoTSzoukWSb6cnHB61XL5Tff0e3bh2uLVoQ/jC5Y2ppaIx7vPdQXek9JIQQjyt85AjqgAEo+/ZBTAxER0N0NEp8PGX69EEFTIsWJTmmwxPLVfNV5fj7x8npkDMDay6EEC9XsGBBChYsmKZlyq+B7CJ/fgyrV6MpCnpPT5p8/jk2ehtG1x1NOY9y8qNBCGtzc8O0cSNqzZoA5L95k1r79yfJG5ZR7urj+N7/ewAMOgPfNvpWgkMZwDRiBJrO/D6XPnv2lctb73yTY/YPAKjiVYUWRaRnqBBCJGFri2nuXIxnz2K8ehVjSAjGyEgSYmJQBwxIdjESHBJCZCa3b99m+fLlbN26lfgnUldERUUx+eHMyqkhvwiyEa1JE0zz52M8eBCthgwTESLTcXXFtH69ZbaHfDdvUnvfPoiNzdBqTM11joj4CADeKf8ORXMWzdDzv7aKFUPr2hWAAoGBOIeHp7ooTUvae2h0ndHyIEAIIZJLr4eHw36FECIrOXLkCDVr1mTEiBG888471KpVi7OPPXiMiopi0qRJqS5fAkTZjNa9OyQj6Z4QwkoSg0R16gDgdesW+i5dMqwn0W19DDNyXQTAVm/LqLqjMuS8wsw0ciQAClDqFXoRbb28lUMO9wEo71GetsXbpkX1hBBCCCFEJvbNN9/Qtm1brl69yvnz52nYsCFt27blxIkTaVK+BIiEECKjubhgWrcOtV49AHRbtlBn7150RmO6n3pCnrPE6MzBqA8qf0AB1wLpfk7xGF9f1A4dACh47RqOUVEpLkJDY9zecZZlyT0khBBCCPF6OHbsGEOHDkWn0+Hi4sK0adMYNGgQ7du358iRI69cvgSIhBDCGpydMa1di9qgAQB5b9+m7t696NMxSBRoiOLXHJcAcLRx5JNan6TbucTzmR5OAavTNEqmohfRdsdg/G/4A+Dr7kv7ku3TtH5CCCGEECLzin0iPcWwYcP46KOP6NSpEwcPHnylsiVAJIQQ1uLkhGnNGtRGjQDwDA6mw7175llW0sFY99PE61QABlYdiKezZ7qcR7xE5crc8vICoMjly3DsWLIP1dD4xj1p7iFJMC6EEEII8XooXbr0M4NAgwcPZtiwYfTr1++Vype7SiGEsCZHR0yrVqE2aQKAbudO9B06pHlPoh1XdvB7jisAuNq58nHNj9O0fJEyeVavRtPr0Wkahn79UJKZg2q3Yyh7He8AUDJ3STqV6pSe1RRCCCGEEJlIt27d8Pf3f+a2IUOG8Omnn+Lt7Z3q8iVAJIQQ1uboiGnlStSmTQHQ7dpF3T170CckpEnx4boE3t/wvmV5bIOx5HLIlSZli1SqVAk1MWH1iRPJnvb+8ZnLRtUZhV6nT5fqCSGEEEKIzKdPnz788ssvz90+dOhQjh8/blk+cOAAcXFxyS5fAkRCCJEZODhgWrECtXlzADxCQ6n3779pEiT62PMogeGBADQs2JAPq3z4ymWKV6eOHo1WrhwApc+cIce9ey/cf69DKDudQgAolqsYXct0Tfc6CiGEEEKIrKtr167cunUr2ftLgEgIITILBwdMf/+N2qoVAO6hoTTbuhXdV1+R89490LQUF7nR6SbzHg4tc7Z15tc2v0rOmszC1hbjb7+hGQzoNI3qBw+ie8FQs3F5zlj+/9Pan2LQGTKilkIIIYQQIovSUvj7QX4lCCFEZmJvj+nPP1FbtwbAJTIS/YQJNN22jTbr1lHu+PFk5ye6r4vnA69DluUpTaZQKEeh9Ki1SK2KFVFHjwbALSyMsidPPjMQeMD+DtucbwNQJN6J7r7dM7SaQgghhBAi+5MAkRBCZDZ2dpiWL8c0fjxapUqW1Y4xMZQ6d45mW7aQ6+7dZx4aj4n9DneYuG8izX12cdMmBoAWRVrQt2LfDKm+SBl15Eju58gBQMnz52mxaROFL11K0pvo4Ptt0SvmfEMjO3yHjd7GGlUVQgghhBDZmASIhBAiM7KzQx0+HKO/PwmXLmH64QfUqlUBc6+iRtu3U+bUKRTVPG29/w1/mvvsIlfJVdQrtJ0vd3/JEYf7ALjZufFT659QFMVqL0e8gI0Nzjt3onl4AOAaEUHVQ4dos349pc6cwSY+noHVBnKm/xk+qvkRPcv1tHKFhRBCCCFEdiQBIiGEyOwKFEDt3x/Tv/9imjABzcYGnabhe/o0jbdvxzk8HL2iZ7tTMDG6pDlsCroVZHmn5Xi7pn66S5EBfH0xnj2LafJktIdTk9rHxlLu5EmKXLoEQOEchZnYeCK2eltr1lQIIYQQQmQRKX1ALBkuhRAiq9DrUT/+GLVpUwzvvoty6hS57t2jebFixOetiIutCznsc1Dfpz71fepTz6ceRXMWlZ5DWYWLC+rQoagDB6L8+Sf6adPg6lVK//OPtWsmhBBCCCGyoEyRpDowMJDBgwdToUIFvLy8qFSpEhMmTCA+Pj7JfqdOnaJVq1bkzZsXX19ffvjhh/SojhBCZC8VKmDcvx/TRx+hlSqF+s03GHQGzvY/S8DAAH5/43ferfguxXIVk+BQVmRjg9azJ8bDhzEeOAAP8xMJIYQQQojMLb1jIcuWLeP+/fvP3R4VFcXkyZMty9evX6dQoULJrn+6BIguXLiAqqpMnz4dPz8/vv32W37//Xe++eYbyz7h4eF07tyZAgUKsHPnTsaOHcukSZOYP39+elRJCCGyF3t71IkTMfr7g6MjAB5OHhIQyk4UBUqUsHYthBBCCCFEMqV3LGTAgAE0adKEM2fOPHN7VFQUkyZNSnX902WIWdOmTWnatKlluVChQgQEBDBv3jzLG/PXX38RHx/PzJkzsbW1pXTp0pw8eZLZs2fzzjvvPLfsuLg44uLiLMuJXaZMD2d7MZlMzzxOCPE0aTfZgK0tyN8vw0nbESJ1pO0IkTrSdoRIuee1G/XhJC8RERFJHq7a2dlhZ2f3SudMz1jI42W2bNmSWbNm0a5du1eq75MyLAdReHg4OXPmtCz/999/1K5dG1vbR8k2mzRpwg8//MCDBw/I8Zwu9dOnT08SEXN2dubUqVNcvXoVgICAgHSpvxDZmbQbIVJH2o4QqSNtR4jUkbYjRMo92W50Oh0+Pj7UqFGD4OBgy/qRI0fy6aefpvn50yoWAuak07/88gsLFizg3Xff5eOPP2bUqFFpVtcMCRBdvnyZX3/9NUm3qpCQEHx8fJLs5+7uDkBwcPBz35Rhw4YxYMAAy3JiD6JChQpx+fJlihUrhl6vT+NXIET2ZDKZCAgIkHYjRApJ2xEidaTtCJE60naESLnntRtVVUlISMDf3/+pHkRpLS1jIfAo/jF8+HDKli3LBx98wOnTp/nll19wcnJ65fqmKEA0ZsyYlyZP8vf3p8RjORNu3rzJm2++SYcOHXj77bdTV8vHPNntS1VVIiIiLH9wvV4vX5pCpJC0GyFSR9qOEKkjbUeI1JG2I0TKPdluFEUhISEBFxcXdLrkpWXODLGQJ7Vs2ZJt27bRq1cvmjZtytKlS3F8mJs0tVIUIBo0aBA9evR44T6PZ8i+desWb7zxBtWrV+f7779Psp+HhwehoaFJ1iUue3p6pqRaQgghhBBCCCGEEOkis8RCnpyQpkSJEvzzzz/069ePxo0bM378+Je8khdLUYAoT5485MmTJ1n73rx5kzfeeIMKFSowa9aspyJz1apVY9y4cSQkJGBjYwPAzp07KV68+Au7VAkhhBBCCCGEEEJklMwSC0kcYvY4V1dXli9fzjfffMPAgQOT94KeI12mub958ybt2rXD29ubb775hjt37hAcHJwkAdSbb76Jra0tgwcP5uzZs6xcuZJffvklSX4hIYQQQgghhBBCiKwgvWMh3bt3x97e/qn1iqLw5ZdfMnfuXOrUqZPq+qdLkupdu3Zx+fJlLl++jK+vb5Jt9+/fB8DNzY0VK1YwYsQIGjVqRO7cuRkxYkSypnUTQgghhBBCCCGEyEzSOxYya9asF27v2LEjHTt2THX9Fe1ZfZSykMQk1TY2Nly8eJGSJUtK4jYhkslkMnH+/HlpN0KkkLQdIVJH2o4QqSNtR4iUe167UVWV2NjYFCWpzmxWr17NihUrCAgIwNbWlqJFi9KzZ0+aNGnySuVmzXdDCCGEEEIIIYQQ4jWiqip9+/alb9++nD9/niJFiuDt7c3Jkyfp2rUrH330EQD37t1j/fr1KS4/XYaYCSGEEEIIIYQQQoi08/PPP7Nr1y6WLFlCy5Ytk2zbuHEjgwYNonDhwixZsoRu3bqluHzpQSSEEEIIIYQQQgiRyS1evJixY8c+FRwCaN26NV9//TVjxowhf/789O/fP8XlS4BICCGEEEIIIYQQIpO7fPkyDRo0eO72xG1LlizB1tY2xeVLgEgIIYQQQgghhBAik7O3tycsLOy52yMiInBxcUlVcAiyQQ4iVVUt/9XpdKiqiqIoVq6VEFmDtBshUkfajhCpI21HiNSRtiNEyj2v3TwZQ8hKqlWrxrx58/juu++euX3u3LlUq1Yt1eVn+WnujUYjUVFR1q6GEEIIIYQQQgghsggnJycMhqzVZ8bf35927drRpk0bBg0aRPHixdE0jQsXLjBr1iw2btzI2rVrqVmzZqrKzxYBIoCoqChq1KiBv78/Li4uVq6VEFlDRESEtBshUkHajhCpI21HiNSRtiNEyj2v3ST2IAKyXIAIYP369QwdOpT79+9b1mmaRs6cOZk+fTpvvPFGqsvOeu/GExL/oIqiEBwcjKIoWa6bmBDWIu1GiNSRtiNE6kjbESJ1pO0IkXLPazdZvQ21bduWxo0bs2PHDi5dugRAsWLFaNy4MQ4ODq9UdtZ+Z4QQQgghhBBCCCFeAwcPHmTz5s04OjrStm1bhgwZgoeHB6NHj6Z8+fIMHTqUuLi4VJcvASIhhBBCCCGEEEKITG7y5MmcO3fOsnz69GmGDBlCw4YNGTp0KJs3b2b69OmpLj/bBIjs7OwYOXIkdnZ21q6KEFmGtBshUkfajhCpI21HiNSRtiNEymXHdnPq1CkaNGhgWV65ciWVK1fmhx9+YODAgUycOJHVq1enuvwsn6RaCCGEEEIIIYQQIrvLmzcvhw4dwtvbG4CWLVvStGlThg8fDkBgYCB16tTh+vXrqSo/2/QgEkIIIYQQQgghhMiu3N3duXbtGgDx8fGcOHGCatWqWbZHRES80sxsEiASQgghhBBCCCGEyOSaNWvG119/zf79+xk7diwODg7UqlXLsv306dMULlw41eVLgEgIIYQQQgghhBAik/vss88wGAy0bduWhQsX8sMPP2Bra2vZvnjxYho1apTq8iUHkRBCCCGEEEIIIUQWERYWhrOzM3q9Psn6+/fv4+TklCRolBISIBJCCCGEEEIIIYR4zckQMyGEEEIIIYQQQojXnASIksnf358FCxZw5coVa1dFiCwrKiqKRYsW0bNnT0aPHs3JkycBkI6MQiRPYls5ceIEw4cPp1u3bvz55588ePAAAFVVrVg7ITKHxPYghEid4OBg9u/fD8g9mhAvc/z4cfbt22ftaqQZCRC9RGBgIC1btqRnz54sWLCAdu3asXTpUrkJFyIVJk+ezOzZs8mfPz9Xr16ladOm7Nu3D0VRrF01ITI9TdNQFIXjx4/zwQcfEBwcTOHChfn222/p27cvADqdXNbF68dkMrFr1y7ee+89PD09+fbbb4mKirJ2tYTIUlRVZc+ePfTs2ZPSpUvTtm1b4uPj5R5NiIceD5bGx8fz66+/0qBBAxo1asSUKVMIDQ21Yu3SjtxJPhQWFkZwcLBlOfEDMG3aNAAOHDjAhg0baN26NTNnzmTVqlVWqacQmd1///3HsmXLuHbtWpL1p06d4rfffuPTTz9l8uTJLFmyhGbNmjFp0iTOnDljpdoKkTndvn2blStXsnXrVuLj4wFQFIW4uDh++ukncuTIwe+//86ECRNYsmQJe/fuZfHixfLwQrwWTCZTkuV79+6xatUqHB0dqVKlCteuXePOnTuA9H4Q4nlu3LiRZFmn03HkyBE8PDz4/vvvcXR05NChQ1aqnRCZR1hYGNeuXUsSLNU0jaCgINq1a0f//v1RVZXLly9btmVlr3WA6OrVq4wbN47KlStTrVo1PvjgA2bMmEFMTAyKonD79m0uXbpEvXr1yJMnDw4ODowcOZKSJUuyZMkSa1dfCKt6/MsvNDSU8ePHU7ZsWd555x3mzZtHu3btWLRoEQkJCQDs3r2bMmXKULlyZctx/fr1IyEhgS1btmR4/YXIbFRV5Z9//qF9+/ZUr16dmTNnMmbMGNq2bUtYWBgAdnZ27Nq1i969e2MwGFBVFV9fX9q0acP69eu5fv26lV+FEGlP0zT27dvH0KFDadSoEZ988gk7d+60bLe1taVz586MGzeODz/8kICAAAIDA61YYyEyn6ioKFasWMEbb7xByZIl6datGyNGjEjSVtq0acPnn39Ox44dKV68OBs3bgRk+LJ4/Vy/fp1JkyZRuXJlKleuzPvvv8/YsWO5desWAHq9nn79+jF8+HA6duxIWFgY586ds3Kt08ZrFSB6/InTvXv3+O233zh27BiffvopGzZsoHLlyvzyyy8sWrTIsn9wcDAFChSwHJcrVy4aNmzIsWPHZIy7eC3dv3+f06dPJ4mi+/n5cf78eb744guOHTvGihUraNq0KfPnz8ff3x8AR0dHbt68icFgsBxXvnx5fHx8LOPchXidnD17NknPVZ1Ox/z58ylXrhw7d+5kx44dzJgxg2vXrvHzzz+jqiqapuHq6kpISAiApXdRixYtuHnzpuXmJKs/vRIiUVRUFDNmzGDkyJHExcXxzjvvcOfOHfr378/atWsBcHV1pX79+ri5udGgQQPi4uK4ePEigAyPEa8to9GYZHnlypXMmTOHqlWr8vfffzN48GC2bNnCmDFjLNeS4sWLkzt3bpydnalTpw7bt28HpB2J7C+xDYD5uvPnn3/i5+dneSDRsWNH1q5dy+zZswHzPZuPjw8Avr6+ODo6cuHCBUs6gKwsWweITCYTa9asoVWrVtSuXZtx48YREBAAmL80vby8+Oyzz+jatSvFixfnyy+/pGrVqpw6dQqj0Uj+/PmJjo4mNDTU8iWrKAolSpTA0dGRf//915ovT4gM5e/vT8OGDSlTpgzvvfceH3/8MefPnwegcOHCDB48mM6dO6PX63FxcWHw4MFJfvxWrVqV27dvc//+fcu6XLlyUaRIEe7fv8/du3cz/DUJkdHi4+P54osvKFCgAJ07d6Z3796sW7fOcmPSp08fBg0aRNGiRTEajVSpUoXmzZtz9OhRdDod4eHhlC5d2nL9Scw5VLNmTWJiYrh58yYgN/Mi60gMZt6+fZuZM2cyePBgVq5cSWxsLAARERGEhoby0UcfMXv2bN5++21++uknqlatyubNm4FHn3ej0YibmxsFChTg5MmTlp53QrwuAgICGDZsGDVq1GDo0KHs2rXLss3R0ZGOHTvy6aefUq5cObp27cqkSZPYuXOnpb0lUhSFevXqcfHiRR48eCDXFJHtaJrG5s2badOmDZUrV2bUqFH8999/gPleLW/evP3ocbgAACtUSURBVJbJQHx8fPjwww954403LHGCxPsvVVVxcHCgePHiXLlyhaCgIEv5WVW2DhAdPXqUb7/9lpo1azJ48GA2b95Mnz59iIyMxMPDgwEDBlCpUiXgUdfJa9eukS9fPksvh4oVK3LgwAEiIiIs5ebMmRMfHx/Onj2b8S9KiAyQ2Nsu8cstLCyMGTNmULhwYU6cOMEnn3zCwYMHGTVqFADlypWjatWqGAwGyxfm7du3uXv3LsWLFwfMT6VcXFw4cOAAmqZZynZ1dbUM6RQiO0kcXgmP2tLKlSvZvn07P//8M//88w/e3t5MmjSJ9evXA9C8eXPy5s0LgMFgwGg0cuPGDdzd3QHzDX716tUteSFsbW0BKFSoEFFRUU89MRYis1MUhZs3b9KzZ09WrVqFpml88cUX9OvXD4C8efPyxRdf0KlTJxRFwWg04ujoSGxsLDlz5kwy9CXxR2zt2rU5c+aM5bqSlW/UhXiZx+/VJkyYwKVLlxg8eDCRkZF8+OGH/P333wB07tyZDz74wHLdAHNPCVtbW+zs7J4qt3Tp0jg5ObFnz54k5xEiO7hw4QJff/01lStX5quvvuLixYt0796dwMBAcubMSc+ePalbty7w6LN/+vRpChYsmKScxG1VqlQhJCTE0ns1K8vyAaJdu3Yxbtw4fv75Z0uX+0QTJ06kWLFijBw5ku7du7Ny5UqCg4P5+eefLTfuJpMJVVXR6XScOHGCiIgIqlevbimjQ4cOnDt3jlOnTlnW5c2bl3v37llu4oXI6u7cucNvv/3GG2+8QcuWLZk8eTLnzp2z3Gxfu3aNzZs38+mnn+Lu7k6nTp2YNm0au3bt4sCBA88sc9q0aXTv3h1PT09UVcXe3p5GjRqxevVqQkJCkjzxffDgAUWLFs2w1ytEevHz82Po0KHUrVvXMgQmNjbW8nnftm0bXl5etGnThnz58jFt2jR8fX0tXZYTh5El8vf358iRIwwdOhQAGxsb6tWrR3x8vKX3BJiDUYqiWI6VfBEiMzpw4AB79+59av306dMxGo0sX76cmTNn8tNPP7Fz504WLlwImAOhqqqiqioGg4H79+9z8+ZNihYtik6ns3zuE9tZkyZNuHnzpmWyBOn9ILKLwMBAfv31V6ZOncrRo0eBR59vf39/1qxZw3fffUevXr34+eefadOmDRMnTrS0kcQHgIkPExYsWMCbb775zACRu7s7lSpVsuQhknYksppdu3bx1VdfMXnyZEsC6US//PILTk5OfPTRR7Rv3561a9eSO3dufvzxR0saGZPJZBkyduPGDQIDA6lZsyYGg8HSphIfjNeoUQOj0WgZXZGV20uWCxAlJlL7888/adCgAYMGDeLy5cssX76cpk2bcuLECcu+165do169etjb2xMfH4+Xlxe9evVi3bp1SW4aEv+wixcvpkiRIjRu3NjyR2/evDleXl78/vvvll5EBw8e5OLFi5beR0JkRadOnWLDhg3cv3/f8oSpVq1a9OzZk7Vr1/Luu+9afmQGBwfj7OxM7ty5AfMXZvXq1SlZsiSrVq2yDI9JvPHYtm0b169ft0y9nVhO3759uXPnDmPHjiUyMpKgoCC2bt1KzZo1sbe3z+i3QIhXdv/+fTZu3MilS5dYtmwZI0aMIDY2lkGDBuHq6sqIESOYM2cOYE7mHhYWRokSJSzH58iRg/bt23PkyBFCQ0PR6XQoimJpS1OnTqV3794ULVrU0o7Kly9PmzZtGD9+POvWrQPgt99+w8nJyfKAQ6a7F5nF4cOH6devHz4+PgwaNIgRI0bQtWvXJDMo7d+/n3bt2pEnTx5MJhP169enS5cu/PHHH5b7vsfv15YtW4bRaKRr166WbZD0Rt3GxoaLFy8SHh7OlStXiIuLy8iXLUSaiI2NJTQ0lMDAQPr27Uvz5s3566+/OHnyJJ06deKnn36y7Hvy5EnKly9PsWLFALC3t6dHjx6EhIRYJgPR6XQYjUYMBgObNm3i5s2bdOvW7ZnndnBwoFGjRvj5+XH37l22bNmS5IG5EJlNYiqZTZs20aJFCwYPHszNmzf5999/adSoUZLJDU6cOEGtWrXImTOnpeNInz59OHz4sOVz/niQZ+nSpbi4uNCxY8ck2xL/W6pUKdzd3Tl//jxHjhxh/vz5WTZ9Rpa6g9y3b5+l65efnx8NGjRg3759zJs3j99//518+fJZvijv3LmDt7e3JYqXGPBp27atZXYyePRHPX78OEuWLGH06NFJ1ru5ufHVV1+xb98+3n33XQYOHMhHH33Exx9/TJkyZTL09QuRVhISEpg5cyb+/v6EhIRYpjQdNWoUvXv3Zt68eQQFBbF7927A3AXZx8eHY8eOAY8CQS1atGDfvn1ER0cD5oz+MTExzJkzh/r161O2bFkAy5DNOnXqMGrUKMuPgdq1axMXF8fIkSMz+B0Q4tUkXlOOHDnC6NGjMRgM3Lx5k379+jFz5ky6devGhAkT6NKlC1u2bEHTNNzd3S15HhLbjKIo+Pr6kjNnTnbs2AGYfxDo9XqWL19OUFAQffr0AZIGfUaPHo2vry9jxoyhYsWKTJw4kbfffpuKFStm4LsgxLOdO3eO9u3bExQUxMqVK0lISGDlypX4+fnx1VdfcenSJWbMmAGYcwzlyZPHkj8r8YFD586duX79+lPd9W/evMnUqVMZM2YMzs7OTw17iY2NJTIyEltbW6ZNm0blypVp2bIlx48fz4BXLkTaiYyMpF27dvj5+eHv749er2fx4sVs27aNX3/9ld69e7Ns2TLLb5379++TO3durly5YimjePHilCtXzpLQPTE4FBsby4wZM2jatCnlypV7qtdpbGws+/fv59SpU1y/fp3SpUvTo0cPzp07Jz1URaYUGBhIq1atuHbtGgcOHKBixYps376dOXPmsHz5curWrcusWbMs1xhvb29LQCnxM92wYUPi4+M5c+YMYL5HUxSF69evM2vWLD7++ONn9ra7fv06a9as4ezZsyxcuJBmzZoxZcoUS4eUrMbw8l0yjqZpJCQksHXrVkqWLEnx4sWTdBsODAykZMmS5MiRg6FDh+Lu7o6joyNgzr9Qq1YtyzhZGxsbihQpYvkDJ/4xq1WrRkJCgmWKusQu+UOHDqVv376Wm2tN04iKirJk8V+9ejVr167l0qVLjBs3jlatWqHX6zPy7REixWbNmsW///7LokWLsLGxAcyfbRsbG65cuUKDBg0oWbKkZXhLIp1Oh7e3tyXJdP78+XFycuLYsWM0bdrUEkCtX78+c+fOTXKDvmHDBi5cuGAZGpA4HrdixYo4OTnRrl07ypUrx5EjRyhRooQliCREZpLYpTg6OpqNGzeyceNGbGxs+Oyzz/Dx8bG0AR8fHyIjIylYsCBDhgyxXBdUVcXOzo6IiAg8PT0JDw/Hzc2NwoULc/HiRUJCQihUqBBgzsNVrlw5/Pz8eOutt7C3tycsLIzffvuN3r17U7x4cRISEjh16hSOjo6ULFmSIkWK8NNPP/HPP/9Yelw4ODhY6+0Sr6no6Gi2b99O4cKFKVu2rGXI/vnz53F2dsbGxoZmzZqRO3duypUrB2AJ1iT+YDWZTBQuXJgLFy4AWHqT1qpVi/j4+CQ9iADGjRtHrVq1aNGiRZL1iSZNmsQPP/xAvnz5aNu2LQ0bNqRZs2a4uLhki9llRPZz48YNPD09k8zyqmkazs7OXLlyhQIFCuDt7U2dOnXIly8fJpMJOzs7atWqhZ+fH3fu3LH8btq+fTu3b9+mcOHCgDlvXc2aNVmzZg3w6IHd/PnzuXbtGhs2bADM930xMTHY29ujKArr1q3js88+w8PDg2+//ZZGjRpRqlSpDH5nhEgqNjYWTdNwcHB46vv80qVL1KxZE0VRGDBgAM7Ozjg5OVny1jVq1IiffvoJW1tb4uLi8PX1Zd68ecCjfI6+vr7Y2NgQEhJiCaYCfPTRRzRr1sxy3VFVlcjISFxdXQFYuHAh06ZNo0uXLrRv35569erh4uKSkW9Nmso0PYiMRiOKojBp0iT69OnDzJkzAZIks3VxceHkyZO4urpSsGBBS3Ao0b59+6hXrx5g7vlTunRpgoKCLN2YE7uP5c6dmzt37liOW7JkCYqi0KhRIxYvXkz79u0pXrw4v//+u2Wf0qVLM3LkSH799Vfat2+fJMGbEJmNpmkEBgYyd+5ctm7dyr59+4Ck+U3y5MljecqUOMY2cUz6uXPniImJoXHjxgCUKFECb29vDh48CGAJNuXIkQOTyWSJxt+8eZOxY8dSuXJlxo4dS9WqVSlVqhRTpkwhNDTUUr9ChQrRqVMnS3BIEh+KzEZRFCIjI+nXrx+TJ0/G1dWVGjVqPPVZvXLlCpUrVyYwMBC9Xm9pY4kPH86cOUPx4sVxc3MDoHHjxty4cSNJN30HBwfc3NwsZWuaxty5czl79iyaptG+fXuKFClCkyZNOHHiRJKnt02bNqVFixY4ODjIU12RIXbu3Mnw4cMpV64chQoV4u233+avv/4CHuU1MRgMXL16FU9PTxo2bGgJDiU6e/asZahljhw5KFGiBDdu3ODOnTsoikJ8fDwGg4FcuXIlmQ3z0KFDXLhwgQEDBhAaGsrPP/9M9+7dLcM4Abp3786RI0c4deoUP/74I506dZLgkMhUEhIS2L59u+UBQKdOnRg0aJAlpxCYr0F3796lUqVKXLp0CXd3d/Lly2fZBubAUmhoKBUqVADMD+2io6OTTKJjMBjw8PBAp9MRHR2NoigEBQWxdOlSPvnkE/bv38/w4cMpWbIkn3zyiWVITIsWLbhw4QJ79+6lf//+luCQXGdERgsLC2PhwoW0atUKb29vli5dCjz6LCbeO9nY2HD58mVy5cqFp6cnTk5OwKOg6J49eywdQezs7KhYsSJ3797l4sWLlgkQAJycnHjw4IHluI0bNxIUFETr1q1Zvnw5HTp0wMvLiylTpljqOGLECO7du8cvv/xC69atcXFxseTNy4qsFiAKCAhg0qRJli8xg8HAjRs3OHr0KG3atLEkMXx8zLmTk9NzAzObN2/m2rVr9OjRw7KuRo0a2NraWm5cbGxsCAwMtOR4AHN3zEWLFnHs2DG6dOnCDz/8QIUKFfjzzz8ZPHjwU+d5MoGoENYSGxtLTEwMkDTAkhhs/eOPPyhdujRNmjSxPDlKfLp7//593N3dLdFtvV6PoiiWL8Pp06fTsWNHPDw8AHPAtWnTphw8eJDDhw9bzvXnn39SqlQpS26Hffv2ERQUxIEDB7h27RqffPIJV69eZfXq1ZbeEoker7PctAtrCgwMJDIy8qn1I0aMwGg0sm3bNr7//nv69u1rmb0icZjlzZs3cXBwsDxFSrxeKYrCihUruH37Nr1797aU2bBhQ/LmzWu5wQHzkOh//vmHevXqWX7ELlu2jKioKNatW0eVKlXYuHEj9+7do0uXLk/lF3oyUaIQaSkiIoIdO3bg7+/Phx9+SNeuXQkNDWXs2LGsWrUKX19fyyQDiQ8PPDw8krSpx2+SL1++zP79+y056gAqVaqEqqqWZLiJT3jd3NwswzFjY2OZOXMmR44c4Z133sHX15fff/+dEiVK0LRpU0tZJUqUoFChQmiaZnn4AXKdEdbz5I/EPXv2MGvWLDw9PVmyZAkTJ07k7NmzjB492jJFNpjz1un1esu92OPf9dHR0fz222/069cPZ2dnAAoXLoyvry/btm2ztBsw504tWbKk5Qfw0qVLOXnyJB999BHdu3fn9u3bjBkzhokTJ5InTx4AyzXtyR+5cp35//buPC6q6/wf+IdZABUHhlVkc4FRQUEYF0QFseASNOIWbYyKImg12CTk5ZbGVDGiAgbrEgmY1OLaxAWCJRJErTEWUSpCIxKIshQEBGVYZGDgfP/gd4+M0CTmFyPK8/6PmXvvXJ175pz73Oc8h/wW8vPzER4ejqKiIty5cwdHjx6Fg4MDRo8ezZeif7IGkJmZGcrKynh7aC8zMxPffPMNVqxYwV9zdXXFwIEDeRaRRCJBQ0MDHj16xI/Z0NCAkydP4vbt2wgODkZERARcXFzwj3/8A2FhYfxYurq6HfockUj04rYX9huora1lzc3NjDHGWlpaGGOMpaens379+jGNRsNfS01NZX5+fiwjI4MZGxuz4uJixhhjra2tjDHGYmNj2cqVK1llZaXW8dVqNZs8eTLbuHEj/1sQFRXF7O3t2b59+1hNTQ2LiIhgY8eOZXfu3OHbxsfHs2+//ZafByFd1cOHD9nBgwfZlClTmImJCTtw4ABjjDGNRqO1XUVFBQsICGBJSUlsy5YtbPTo0VrbNTc3M19fX5aSksL3EdrZnj172KhRo1hVVVWHfRYuXMicnJxYdHQ0i4mJYe7u7iwuLo4fo6qqit27d6/Debe0tPDjE/K8NTc3s4sXL7KAgAA2cOBA5urqyn7/+9+z1NRUvk1lZSWbOHEiO3nyJKuoqGCbNm1ikZGRLCsrizH2uL18+eWXzM3NjTHGtPqQ2tpa5uLiwmJiYrS2Z4yxCxcuMBsbG7ZkyRJ29OhRFhAQwGbPnq3Vdu7evdvpuVM/RX5r6enpzNHRkRUXF7P79+9rvVdRUcHkcjm7ceOG1ut///vf2aJFi1h5eTl/rampiTHG2B/+8Ae2aNEixhjjY8Pm5ma2Zs0aplQq2aVLlxhjjCUkJDAnJyd2/vx5xhhjdXV1LDQ0lH3wwQcsLS2tQ79HSFeSmZnJ1q9fz3x8fNg777zDUlNT+e93Wloa2717N3v48CHfPi8vj9nY2LDr16/z11QqFbOzs2NFRUUdjr93717m7e3N26TQlr766is2cuRIFhwczAoLC1l6ejobM2YM279/P9/32rVrLCYmhpWWlj6TfzshT+N/xQns7OwYY233PmfOnGGVlZUsLCyMeXp6dvr7n5KSwl577bVOx0+vvfYae/PNNxljj9sKY4wdPnyYKRQKtmHDBlZZWcn27dvH3N3deTtsbm5mSUlJ3S5O8MxqEGVmZuKzzz7DhQsX0K9fP0RFRUGhUPBImomJCXr16oWGhgaexbBr1y4sW7YMAwcOhFwuR2pqKgICAtDa2gqxWIzq6mrU1dXx6HZLSwvEYjEOHTqEqqoqnvHTPsto5cqVUKvVOHToELZt2wYDAwP86U9/4tkMurq6eOONN/j2QpRcKEpFyPOWn5+Pzz//HAsWLEB1dTWPootEImRkZGDp0qUdrtXS0lJ899138PPzQ319PUpLS/Hw4UM+JUwikaCyspJn/giZRUVFRfj000+xatUqGBsbA2jLLmKMQSKRICoqCqdPn8bhw4eh0WiwcOFCvooMAL4PY4wfs30WICHPU0REBOzs7DBkyBDs378fZmZmOHz4MPT09LBp0yZs3boVMpkMI0eOxO3bt6Gjo4Pc3Fx8/PHHMDExga6uLvbu3YtNmzbxrCCRSAQjIyMwxrSu86ioKJibm/Pt2rdRLy8vxMfH4+TJk9i+fTtcXV2xceNGWFhY8G2ETCWhTxKOTW2J/No0Gg0uXLiAzMxMTJs2rcMCHDY2NmhoaICpqSn09fX51H+RSIScnBwYGxvzJ6ZCzYb//ve/EIvFPAtBo9FAKpXi8uXLuHTpEj755BMAj1P/JRIJ3n33Xdy9exdvvfUWDA0NUVBQgIULF2LChAkA2rLIIyMjtc7tyfZByPPy8OFDXL16Fc7OzkhOTkZsbCwcHBwwd+5cpKenIygoCJGRkZg1axa8vb3h7e2ttX9TUxPUarVWtlBrayuMjY3x4MED2NjY8HHVvXv38Le//Q3Lly/nq8sKbWny5MloampCTEwMpkyZgurqasyfP19rpTKlUgmlUqn1Oe1nVxDyrP2cOIGBgQFqa2thaGiIV155BUBbhmhiYiL+/e9/Y8SIEVp9QGlpKfT09PiUfiFOkJCQgNzcXGzduhUAtGp9zZkzB01NTTh48CCOHTsGqVSKd955B25ubnxbPz8/vn136XOeSYCouLgYmzdvhkwmw+bNm9GnT58O879zc3Ph5uaGiooKXltIo9Hw1Vw8PT1x6dIlBAQEQKVSQS6Xw9TUFMXFxQAef+k1NTWIj49HaGgoTE1NUVJSgtTUVAwdOhRKpRL6+vpYv349Zs2ahR49esDW1rbTcxbO7WX/wknXxtrVLgHabiqFOa3r16+HoaEhQkJCMGrUKOzfvx9ff/01bwvthYeHIygoCAAwfvx4yOVyJCQkYPTo0bCwsIBUKoWjoyOfay4MDo4cOQIHBwcsWLAA58+fR3JyMrKzs3Hs2DEYGhrCzMwMQUFBWLZs2Y8OJHR0dKiIO+kyhOs7OzsbDQ0NcHd3x7hx4zBnzhw+GN+zZw+mTZuGoqIijBw5EkOGDEFOTg5++OEHrFu3DoGBgWhsbMSOHTsQHR0NLy8v2NraIi8vD8OGDcPDhw8hl8sBtAV1v/nmG/zxj39EfX09Dh48iOTkZLi7u2P9+vVobW2Fl5cXPDw8+JSc/4X6JPIsZWVl4cMPP8T333+PwsJCWFtbdwgQ5efnQ6lUoqioCAqFAjo6OnyQXFBQABMTE14TUugXTE1NkZ+fD319ff5QAgB27NiBKVOmYMyYMQDaxosikQhWVlYwMzPD8ePHkZiYiPv378PLy4tPXWuvtbWVP8Sj9kGeN6F/uX79OlatWoWrV6/ihx9+QEhICObOnQuJRIIlS5YgODgYZ86cwfTp0yGVSvl1LLSP2NhY/O53v4OZmRmAtraUl5cHR0dH1NbW8tcAIC4uDjY2NliyZAkaGxuRkZGBvLw8BAYGAgCmT5+OcePG4e7du3Bxcem0nQjjTRqvkd/a08QJKisr0bt3bzQ3N0MqlcLe3h5GRka4dOkSRowYobWPsbExbt68yR+GCysr//Wvf+UJKEKcwNzcHJMmTYKuri4CAgIwceJE6OjowMbGptNz7m5xgmcSIHr77bdhYWGBmJiYDu8JT5dqampQV1fHn5imp6dj+PDhcHBwQElJCXR0dJCYmAiFQoHQ0FAsX74cGo0GAwYM0Loh3r59O7KyspCSkoLw8HCUlZVBJpNh7969/IJhjGHQoEH8HIQf8/Yoak6eh9bWVpw7dw6nTp1CZWUlvLy88MYbb8DIyIhv8zRRdJFIhMLCQvTs2RNOTk7IysrCJ598ggcPHuDtt9+Gl5cXdu/eDcYY1Go1rKysALRFyAsLC7Fjxw4AwIABAyAWizFmzBjMmzevw3ze9jcI3eXHknRNQqddWlqKI0eO4Nq1a/D09MSMGTNgZWXF+wuVSgVLS0v07NkTtra2WLlypdZxhGXqhcK5xsbG6N+/P4qLizFt2jSIxWL06tULM2fOxNmzZ5GWloaAgADU1dWhqqoKcrmcf1ZcXByuX7+ON998E7W1tXBwcICvry9mzZoF4HGbEYJDLS0t9PSWPBcikQhDhw7Ftm3bEBwcjPT0dMyaNYsHdsRiMcrLyyGVSnkAVNhPoFKpoFAowBjjYzOJRMJvdIXX4uPj8d1338Hf3x9vvfUW0tLSUFJSgu3btyMwMJAf89VXX/3Jcybkt9bU1ITU1FSkpKRALBZjxowZ8PT05NejTCaDXC6HkZER3n//fT6bQcieY/9vVTKBSCRCa2srJBIJbt26hW+//RYbN26Enp4eH8+JRCLcvXuXB0p1dHRw8+ZN7Ny5Ex4eHpgxYwb+9a9/QU9PD76+vli0aBHvV+RyOW+z7YOqAupvyPPyNHECS0tLAI+zfmxtbdG/f3++aE77oI1UKoWFhYXW6mMHDhzAxYsXoaenh7i4OJSVlUEul+PDDz/kn8kY00ogoTjBMwgQVVdXo7a2FnPmzMHZs2cRHR0NS0tL+Pj4YObMmXwZ3r59+yIvLw8GBgaor6/H6dOncefOHSQkJKCyshKWlpZgjCE0NBSLFi0C0BZNtLKy0kqFLC4uhpmZGWQyGcLCwjBlypQOhayf/FJpcEG6irCwMCQnJ0OpVGLcuHGIjo5GTk4OwsPDecf+c6PoGo0Gurq6uHPnDk6fPo3k5GTo6+tDqVRizJgxyMrKwqlTp/hnZ2Zmwtramv+tVqsxb948KJVKeHt7d/rktj1qR6QrELLsQkJCUF9fDzc3Nxw/fhyxsbH4+uuvtQpuZmdnY9myZQAeF/sUpjAfPHgQSqUS1tbWvI/x9fXFF198gfz8fL56jJGREWQyGV+5r0+fPrh48SKAththtVoNMzMzhISEYOLEiRg3btxPPp2lp7fkeRk8eDDWrFkDfX19TJ06FUePHsWDBw/4oBwALCwscPPmTZiZmWllHTDGUFxcDEtLSx5MEt7Pzc2FQqFAfX09X0kmISEBVVVViI6OhlKpxLZt2+Dj49Pp4iPtnwoT8rydOHECUVFRUKvVcHd3h0ajgb+/P/bt24c5c+ZAIpHg9u3bcHFxQWlpKaysrPhUTIlEgvr6ehQVFfHsoSezEfbv3w8rKytMmzZNa7pynz59UFhYqBWcvX79OiwsLCCRSODp6YnIyEg4ODj86PnTeI10FU8bJ3hyOXtTU1MoFAp88cUXqKmp4SvAChl3gwcPRm1trdY9lLGxMfr27YsFCxZg8uTJFCf4GX71AJFEIoFKpUJmZiby8vIwadIkNDY2Yu3atcjNzcXmzZsBtK2KMWDAAP7lOjs78+rkHh4e0NPTw4wZM6BWq/nFIhKJUFZWBqlUyqODcXFx0NPT0zoHymwgL4Ls7GwcPXoUYWFhmDt3LgBAX18fJ06cQElJCf9x+7lRdOEmc+zYsQgPD4erqysGDRoEQ0NDpKWlYcmSJcjLy4NCoUBtbS0sLCxw//59AG2DcYVCgY8//ljrHCmzgXQVP1Yn5dSpU8jOzkZqaipsbW2hUqng4eGBqKgorF+/ntdBqa2t5XW3hAGFWCzGvXv38OWXX2Lp0qWQy+XQaDQQiUTw9/dHWloajhw5gnHjxkEkEuHq1asoKCjg9SMaGhrg6OjIA7d6enoIDQ3VOneqbUe6KqlUyjMOpk6diq1bt6KoqAiWlpa8T2GMwcTEBI2NjdDX1wfw+AlrTk4OHBwceIBICLg+evQINTU16NWrFx+vbd26FcbGxjxoK6CntaSrs7CwwNq1azFhwgRe30RY3Wjq1KkwNDSESqVCXV0dDw61/71PSEhARUUFFi9eDED7+k5LS8PJkydx5coV/t6jR4/Qo0cPVFZWwtnZGYWFhTy7ddasWViyZEmHc+ys3AAhXc3Txgnq6uo6zGIYPHgwRCIRzxgvLCyEvb09GhoaUFFRAblczsdkH330Efbs2aO1P8UJftqvHiCSyWQoLy9HXFwc4uLieEq9lZUVIiIi4O/vDzc3N9y+fRv9+vXjX9KmTZu0ajFoNBo4ODjgyJEjWL16NVpaWmBkZMRvaIWbZCEVU4i4d6f5geTF1tLSAhsbG16kHWhL1TcxMYFCoeCd/dNE0YG2Af/y5cu1PqtPnz6QyWS4evUqFAoFcnNz0b9/f77kafvpmO2fXtFgg3QFP1Un5auvvsIrr7zC547LZDIEBgbi7NmzuHHjBjw9PVFTUwMHBwdUV1fz/YTr/tNPP4VIJOLZqkL/4ubmhvfeew/Lli1DXV0d1Go1CgoKsHbtWv7E9ubNm+jXr1+HfofqpJAXjaOjI3r16oUbN25g5MiR/LrNy8uDk5MTampqeICo/fLCUqkUurq6WjeoZmZm+P777wE87keEG1xaxIC8aEaPHg2JRNJhipaFhQUfe1laWqKgoKDDvg8ePMCWLVuwceNGXtBdOE59fT327t2LoKAglJWVITY2FomJibC2tsaBAwdQUFAAfX193u4AaBXgbf8Aj8Zr5EXwtHGClpYWrf0ZY2hqakJ1dTWWL1+OBw8eYMyYMUhKSoJcLkdFRQWAx+M4od4XxQmezjP5H5o/fz4MDAx4BXCg7cfV3NwcFy5cAND2QyakTba0tHQo1CmRSLBu3Tqe0SAWi2FiYoJXX32VTw3g/wiRCGKxmJ44kReKQqGAhYUFdu7cibCwMPj6+mL37t0YNWoUHj16xDv7uro6HkV/8hpvH0Vvbm7G3bt3td4X2oqDgwOuXLnCV+yztrbGhAkTMHz4cK3t6YeTdEVCnZQTJ07Azc0N6enpaGxs5O8bGBjg/v370NHR4UFPT09PMMZ4hl1dXR0aGhr4tErhOs/OzsbevXvxl7/8hbe5+vp6NDc3A2jLqkhNTYWjoyOcnJwQGxuL4OBg/nDDz88PSqWyw+CcMu/Ii0RoN6NGjcKlS5fQ0NDA32tqakJ5eTksLCy0FlAoKipCXl5eh1pDQhbRhAkTOp0qJmTuUfsgLwqpVAodHR2oVCpERkbCx8cH165dw/Tp0/k2dXV1GDRoENRqtda1HRERAYVCwWtrtX8vJSUF58+fR3R0NPz9/ZGdnY2VK1fiwIEDMDc3h52dHSwtLTtdYIfaEHlRPU2cwNDQkAeJysrKMHnyZAQGBsLExASLFy9GQkICkpKSAADm5uaYN28eWlpatNoGxQme3jMpUj179mycPn0a2dnZfDl5HR0dNDY28qLU5ubmePToEYD/HfV2cnLS+vv1119H79696QsmL4WePXviwIED2L59O06ePAl/f38sXboUO3fuxOXLlxEeHg4HBwfk5ub+7Cj62LFjkZiYyLcR2oowjUAYrFtaWiI4OPg3/fcS8kv9VJ0UZ2dnfPbZZwAe9yeDBw+GkZERSkpKALQ9ncrKysKaNWsAtLUfjUaDjz76CLNnz0Z9fT3+/Oc/IykpCbq6uti9ezdfBnjIkCEYMmSI1jkJASZ/f3/qk8gLT7iGp0+fjm3btqG6upqn9VtYWODevXsd9rG1tUVMTAxGjhyp9bpIJIKfnx/69OlDbYO8VCorK3H58mV4eHhAIpEgKCgIQUFB2LBhA0pKSnj9VMGtW7eQkZGBtWvXorm5GfHx8Th//jyGDx+O1atXY9CgQdi6dSsmTZqEAQMGdPg8Nzc3rUV2CHkZ/NI4gaWlJT744AO4urrylTPb8/X1RY8ePSib7lfwTAJEw4YNg0KhwM6dOzFs2DBYW1vjwoULaGpqgpeXFwCgqKgIzs7OaGho6PRL7oyQVknIy0KlUiE5ORnr1q3DvHnzAAAuLi4ICQnB559/jg0bNvCVyYQoulgsRllZGRYvXoxr167B0dERkydPhre3N8aNG/ejn0eDdfIi+rE6KUBb1kNYWBjy8/Nhb2+P1tZW9OrVC2KxGE1NTVCpVJDJZDA1NeU3ujo6OsjIyMDp06cBtNUxGjFiBFasWAF/f/8OdVIAWgmGvLyEAfWUKVPw7rvvIjExEbW1tRCJRJDJZHBxcdEqOA20BVmF5eqfJEwnI+RlMnDgQK3FPuzt7bF7925MmjQJPXr0QGZmJl8BUEdHBzExMbh+/TpWr16N8vJyWFlZwdfXFz4+PgDapnW2ny795LQxkUikVYaAkJfBL40TMMYwduxYAJ3XdnyyVhH55Z5JgEhXVxdRUVEICAjA0qVLUVpaColEgi1btvD0/vLycpibm//s4BAhLyOh6PrEiRP5a7179+Y3tsAvi6IT8rJqXydlxIgREIvFcHV1ha2tLY4fP4733nuPZ/eo1Wo0NzdDJpPhP//5DwYOHKj1dLdv377YtWsXxo4d2+nT2yfR9EvyslKr1YiPj0dqaipaWloQFhYGOzs7bNy4EWfOnIGhoeFPrvxCSHchFF63s7ODSqXiN7HCGE0sFvMiuUFBQRg/fjy8vb21AqyC9tMwKfOBdAe/NE7w5LQx8uw8kwAR0BZlP3PmDC5fvgwDAwOMHz9e6/0FCxbw1ckI6a7s7e1RXFyMY8eOITAwEHp6erh48SLu3bvH57YXFxc/dRSdkJeRMCgX6qQsWLAABgYG6NmzJxYvXoxDhw7ByMgIq1atwj//+U8UFhZi5syZANoCrzk5OXj//ff58fr168fTmwFatY90X42Njbh8+TJ69+6NpKQkeHh48Pd0dXWhUqk61IokpLsRgjkSiQRVVVU4ceIEjI2N4ezsjHPnzmmtaCmVShEREaG1f2fjNepvSHdEcYKu7ZkFiIC2SuVTp07lf7dfyvTJOeuEdEc9e/bEokWLsH//fpw7d46v+hISEgIXFxcAFEUnRPBjdVICAwPR0NCAmJgYHD16FHfu3MGcOXPw+uuvA2hbya++vr5DFgQ9vSWkbQq/UMdLIARMfXx8qJ8hBMCuXbvQ0tKCnJwc3LhxA6ampoiMjISxsTFu3boFpVLZIZBKK1oS0jmKE3RdOuzJJcGegc5WsSCEPHblyhVkZ2dj8ODB8PT01HovIyMDPXr0wNChQ5/T2RHStZSXl2Po0KH44IMPeJ2U0NBQSCQSpKeno6SkBO7u7rCysuL7qFQq3Lx5E25ubjQtk5D/obM6W4SQNmlpaYiNjYWNjQ38/Px4vRQAOHbsGHr37g0/P7/neIaEvHgoTtD1/CYBIkLI06FBOiEdta+TkpKSAqlUigEDBmDFihWYP38+9PT0tLZvvyQ3IYQQ8msTbm7bZz8QQsiL7JlOMSOE/Hztb2ZpkEFIRz9WJ6U9YcBOgSFCCCG/JsaYVh/TfsUxQgh5GVAGESGEkBeWUPSTBueEEEIIIYT8/6EAESGEkBcKTcEkhBBCCCHk10cBIkIIIYQQQgghhJBujnLyCSGEEEIIIYQQQro5ChARQgghhBBCCCGEdHMUICKEEEIIIYQQQgjp5ihARAghhBBCCCGEENLNUYCIEEIIIYQQQgghpJujABEhhBBCCCGEEEJIN0cBIkIIIYQQQgghhJBujgJEhBBCCCGEEEIIId0cBYgIIYQQQgghhBBCurn/A6+/6HL1UG0qAAAAAElFTkSuQmCC\n",
"text/plain": [
"<Figure size 1200x1000 with 8 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Pandas v: 1.2.4 [pip install pandas] https://github.com/pandas-dev/pandas\n",
"Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\n",
"Technical Analysis with Pandas TA v: 0.2.74b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a12 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x12dfe9880>"
]
},
"execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"Chart(df, style=\"yahoo\", title=ticker, verbose=False,\n",
" last=recent_bars(df), rpad=10, clr=True, squeeze=True,\n",
" show_nontrading=False, # Intraday use if needed\n",
")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Lazybear's TradingView Squeeze"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1200x1000 with 8 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Pandas v: 1.2.4 [pip install pandas] https://github.com/pandas-dev/pandas\n",
"Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\n",
"Technical Analysis with Pandas TA v: 0.2.74b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a12 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x12f568d00>"
]
},
"execution_count": 18,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"Chart(df, style=\"yahoo\", title=ticker, verbose=False,\n",
" last=recent_bars(df), rpad=10, clr=True, squeeze=True, lazybear=True,\n",
" show_nontrading=False, # Intraday use if needed\n",
")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Archer Moving Averages Trends\n",
"Archer Moving Average Trends (__amat__) returns the long and short run trends of fast and slow moving averages.\n",
"* The _pink_ background, on the Price chart, is when Archer MAs are bearish. Conversely, a _white_ background is bullish"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1200x1000 with 6 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Pandas v: 1.2.4 [pip install pandas] https://github.com/pandas-dev/pandas\n",
"Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\n",
"Technical Analysis with Pandas TA v: 0.2.74b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a12 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x1302db0a0>"
]
},
"execution_count": 19,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"Chart(df, style=\"yahoo\", title=ticker, verbose=False,\n",
" last=recent_bars(df), rpad=10,\n",
" volume=True, midpoint=False, ohlc4=False,\n",
" rsi=False, clr=True, macd=False, zscore=False, squeeze=False, lazybear=False,\n",
" archermas=True, archerobv=False,\n",
" show_nontrading=False, # Intraday use if needed\n",
")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Archer On Balance Volume\n",
"Archer On Balance Volume (__aobv__) returns a DataFrame of OBV, OBV min and max, fast and slow MAs of OBV, and the long and short run trends of the two OBV MAs.\n",
"* On the chart below, only **OBV**, **OBV min**, _fast_ and _slow_ **OBV MAs**.\n",
"* Not on the chart are: **OBV LR** and **OBV SR** trends."
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1200x1000 with 8 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Pandas v: 1.2.4 [pip install pandas] https://github.com/pandas-dev/pandas\n",
"Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\n",
"Technical Analysis with Pandas TA v: 0.2.74b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a12 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x12e748dc0>"
]
},
"execution_count": 20,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"Chart(df, style=\"yahoo\", title=ticker, verbose=False,\n",
" last=recent_bars(df), rpad=10,\n",
" volume=True, midpoint=False, ohlc4=False,\n",
" rsi=False, clr=True, macd=False, zscore=False, squeeze=False, lazybear=False,\n",
" archermas=False, archerobv=True,\n",
" show_nontrading=False, # Intraday use if needed\n",
")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Disclaimer\n",
"* All investments involve risk, and the past performance of a security, industry, sector, market, financial product, trading strategy, or individuals trading does not guarantee future results or returns. Investors are fully responsible for any investment decisions they make. Such decisions should be based solely on an evaluation of their financial circumstances, investment objectives, risk tolerance, and liquidity needs.\n",
"\n",
"* Any opinions, news, research, analyses, prices, or other information offered is provided as general market commentary, and does not constitute investment advice. I will not accept liability for any loss or damage, including without limitation any loss of profit, which may arise directly or indirectly from use of or reliance on such information."
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.9.1"
}
},
"nbformat": 4,
"nbformat_minor": 4
}