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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: 198\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, linreg, log_return, long_run, macd, mad, massi, mcgd, median, mfi, midpoint, midprice, mom, natr, nvi, obv, ohlc4, pdist, percent_return, pgo, ppo, psar, psl, pvi, pvo, pvol, pvr, pvt, pwma, qqe, qstick, quantile, rma, roc, rsi, rsx, rvgi, rvi, short_run, sinwma, skew, slope, sma, smi, squeeze, ssf, stc, stdev, stoch, stochrsi, supertrend, swma, t3, td_seq, tema, thermo, trima, trix, true_range, tsi, tsignals, ttm_trend, ui, uo, variance, vidya, vortex, vp, vwap, vwma, wcp, willr, wma, zlma, zscore\n",
"\n",
"Candle Patterns:\n",
" 2crows, 3blackcrows, 3inside, 3linestrike, 3outside, 3starsinsouth, 3whitesoldiers, abandonedbaby, advanceblock, belthold, breakaway, closingmarubozu, concealbabyswall, counterattack, darkcloudcover, doji, dojistar, dragonflydoji, engulfing, eveningdojistar, eveningstar, gapsidesidewhite, gravestonedoji, hammer, hangingman, harami, haramicross, highwave, hikkake, hikkakemod, homingpigeon, identical3crows, inneck, inside, invertedhammer, kicking, kickingbylength, ladderbottom, longleggeddoji, longline, marubozu, matchinglow, mathold, morningdojistar, morningstar, onneck, piercing, rickshawman, risefall3methods, separatinglines, shootingstar, shortline, spinningtop, stalledpattern, sticksandwich, takuri, tasukigap, thrusting, tristar, unique3river, upsidegap2crows, xsidegap3methods\n"
]
}
],
"source": [
"e = pd.DataFrame()\n",
"e.ta.indicators()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Individual Indicator help"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Help on function ema in module pandas_ta.overlap.ema:\n",
"\n",
"ema(close, length=None, offset=None, **kwargs)\n",
" Exponential Moving Average (EMA)\n",
" \n",
" The Exponential Moving Average is more responsive moving average compared to the\n",
" Simple Moving Average (SMA). The weights are determined by alpha which is\n",
" proportional to it's length. There are several different methods of calculating\n",
" EMA. One method uses just the standard definition of EMA and another uses the\n",
" SMA to generate the initial value for the rest of the calculation.\n",
" \n",
" Sources:\n",
" https://stockcharts.com/school/doku.php?id=chart_school:technical_indicators:moving_averages\n",
" https://www.investopedia.com/ask/answers/122314/what-exponential-moving-average-ema-formula-and-how-ema-calculated.asp\n",
" \n",
" Calculation:\n",
" Default Inputs:\n",
" length=10, adjust=False, sma=True\n",
" if sma:\n",
" sma_nth = close[0:length].sum() / length\n",
" close[:length - 1] = np.NaN\n",
" close.iloc[length - 1] = sma_nth\n",
" EMA = close.ewm(span=length, adjust=adjust).mean()\n",
" \n",
" Args:\n",
" close (pd.Series): Series of 'close's\n",
" length (int): It's period. Default: 10\n",
" offset (int): How many periods to offset the result. Default: 0\n",
" \n",
" Kwargs:\n",
" adjust (bool, optional): Default: False\n",
" sma (bool, optional): If True, uses SMA for initial value. Default: True\n",
" fillna (value, optional): pd.DataFrame.fillna(value)\n",
" fill_method (value, optional): Type of fill method\n",
" \n",
" Returns:\n",
" pd.Series: New feature generated.\n",
"\n"
]
}
],
"source": [
"help(ta.ema)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"# Function to format Millions\n",
"def format_millions(x, pos):\n",
" \"The two args are the value and tick position\"\n",
" return \"%1.1fM\" % (x * 1e-6)"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"def ctitle(indicator_name, ticker=\"SPY\", length=100):\n",
" return f\"{ticker}: {indicator_name} from {recent_startdate} to {recent_enddate} ({length})\"\n",
"\n",
"# # All Data: 0, Last Four Years: 0.25, Last Two Years: 0.5, This Year: 1, Last Half Year: 2, Last Quarter: 3\n",
"# yearly_divisor = 1\n",
"# recent = int(ta.RATE[\"TRADING_DAYS_PER_YEAR\"] / yearly_divisor) if yearly_divisor > 0 else df.shape[0]\n",
"# print(recent)\n",
"def recent_bars(df, tf: str = \"1y\"):\n",
" # All Data: 0, Last Four Years: 0.25, Last Two Years: 0.5, This Year: 1, Last Half Year: 2, Last Quarter: 4\n",
" yearly_divisor = {\"all\": 0, \"10y\": 0.1, \"5y\": 0.2, \"4y\": 0.25, \"3y\": 1./3, \"2y\": 0.5, \"1y\": 1, \"6mo\": 2, \"3mo\": 4}\n",
" yd = yearly_divisor[tf] if tf in yearly_divisor.keys() else 0\n",
" return int(ta.RATE[\"TRADING_DAYS_PER_YEAR\"] / yd) if yd > 0 else df.shape[0]\n",
"\n",
"def ta_ylim(series: pd.Series, percent: float = 0.1):\n",
" smin, smax = series.min(), series.max()\n",
" if isinstance(percent, float) and 0 <= float(percent) <= 1:\n",
" y_min = (1 + percent) * smin if smin < 0 else (1 - percent) * smin\n",
" y_max = (1 - percent) * smax if smax < 0 else (1 + percent) * smax\n",
" return (y_min, y_max)\n",
" return (smin, smax)\n",
"\n",
"price_size = (16, 8)\n",
"ind_size = (16, 3.25)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Load Daily Ticker Data using yfinance and clean it"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"# help(e.ta.ticker)"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"==== Company Information =====================================================\n",
"SPDR S&P 500 ETF Trust(SPDR S&P 500) [SPY]\n",
"\n",
"==== Market Information =====================================================\n",
"Market | Exchange | Symbol | Category US | PCX | SPY | Large Blend\n",
"\n",
"NAV | Yield 416.97 | 1.4100%\n",
"\n",
"\n",
"\n",
"==== Price Information =====================================================\n",
"Open High Low | Close 419.4300 419.4300 417.6650 | 418.2000\n",
"HL2 | HLC3 | OHLC4 | C - OHLC4 418.7525, 418.5683, 418.7837, -0.5838\n",
"Change (%) 0.9000 (0.2157%)\n",
"Bid | Ask | Spread 417.9 x 3100 | 418 x 1300 | 0.1000\n",
"Volume | Market | Avg Vol (10Day) \n",
" 63,554,369 | 63,554,369 | 82,480,027 (65,321,050)\n",
"\n",
"52Wk Range (% from 52Wk Low) 272.99 - 420.72 : 147.7300 (53.1924%)\n",
"SMA 50 | SMA 200 405.4056 | 378.4798\n",
"Avg. Return 3Yr | 5Yr 18.4900% | 17.4500%\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 2020-05-04 00:00:00 to 2021-05-03 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>2020-05-04</th>\n",
" <td>276.308950</td>\n",
" <td>279.419078</td>\n",
" <td>274.724375</td>\n",
" <td>279.094299</td>\n",
" <td>80873200</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2020-05-05</th>\n",
" <td>282.115822</td>\n",
" <td>284.684613</td>\n",
" <td>279.232045</td>\n",
" <td>281.672913</td>\n",
" <td>79569900</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2020-05-06</th>\n",
" <td>283.493739</td>\n",
" <td>283.907093</td>\n",
" <td>279.300967</td>\n",
" <td>279.763550</td>\n",
" <td>73632600</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2020-05-07</th>\n",
" <td>283.208307</td>\n",
" <td>285.206265</td>\n",
" <td>282.598097</td>\n",
" <td>283.139404</td>\n",
" <td>75250400</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2020-05-08</th>\n",
" <td>286.495581</td>\n",
" <td>288.326240</td>\n",
" <td>285.284984</td>\n",
" <td>287.824280</td>\n",
" <td>76452400</td>\n",
" <td>0.0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" open high low close volume \\\n",
"date \n",
"2020-05-04 276.308950 279.419078 274.724375 279.094299 80873200 \n",
"2020-05-05 282.115822 284.684613 279.232045 281.672913 79569900 \n",
"2020-05-06 283.493739 283.907093 279.300967 279.763550 73632600 \n",
"2020-05-07 283.208307 285.206265 282.598097 283.139404 75250400 \n",
"2020-05-08 286.495581 288.326240 285.284984 287.824280 76452400 \n",
"\n",
" dividends stock splits \n",
"date \n",
"2020-05-04 0.0 0 \n",
"2020-05-05 0.0 0 \n",
"2020-05-06 0.0 0 \n",
"2020-05-07 0.0 0 \n",
"2020-05-08 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(7116, 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: Monday May 3, 2021, NYSE: 12:03:01, Local: 16:03:01 PDT, Day 123/365 (34.00%)\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1200x1000 with 12 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Pandas v: 1.2.4 [pip install pandas] https://github.com/pandas-dev/pandas\n",
"Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\n",
"Technical Analysis with Pandas TA v: 0.2.74b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a12 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x12ed391f0>"
]
},
"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 2020-05-04 00:00:00 to 2021-05-03 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 0x13111f820>"
]
},
"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 0x13112b970>"
]
},
"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 0x1308ff8e0>"
]
},
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1600x325 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Now Volume Z Score\n",
"zvscoredf = df.ta.zscore(close=\"volume\", length=30, prefix=\"VOL\", append=True)\n",
"zcolors = [\"darkgreen\", \"green\", \"silver\", \"silver\", \"red\", \"maroon\", \"black\"]\n",
"zvcols = df[[\"-4\", \"-3\", \"-2\", \"2\", \"3\", \"4\", zvscoredf.name]].tail(recent_bars(df))\n",
"zvcols.plot(figsize=ind_size, color=zcolors, linewidth=1.2, title=ctitle(zvscoredf.name, ticker=ticker, length=recent_bars(df)), grid=True).axhline(y=0, color=\"black\", lw=1.1)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# New Features"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Squeeze Indicator (John Carter and Lazybear Versions)\n",
"Squeeze Indicator (__squeeze__)"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [],
"source": [
"# help(ta.squeeze)"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1200x1000 with 8 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Pandas v: 1.2.4 [pip install pandas] https://github.com/pandas-dev/pandas\n",
"Data from AlphaVantage v: 1.0.19 [pip install alphaVantage-api] http://www.alphavantage.co https://github.com/twopirllc/AlphaVantageAPI\n",
"Technical Analysis with Pandas TA v: 0.2.74b0 [pip install pandas_ta] https://github.com/twopirllc/pandas-ta\n",
"Charts by Matplotlib Finance v: 0.12.7a12 [pip install mplfinance] https://github.com/matplotlib/mplfinance\n",
"\n"
]
},
{
"data": {
"text/plain": [
"<__main__.Chart at 0x130f14ca0>"
]
},
"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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0wDBMbNfJ9/iNA79i/XUfRvxKX5kbUAGnzTM4jW8Dw3+baUvhUkAkIiIiIiIiUkDONGMopntElteOyXT/CcfYL9+znLhV32Inx/kud0wsx037ajNibzUqjJ1AnXkPYhhmvp4BOGU52TFOg5uw2z0HQVXz34cUKT/8KhERERERERGR04mKivJ7m+mGw7P1NtP1867YyXEYnmBCqndgyX+WsHR5Z+7ZXY/K3gD/dOa6mBvfwzOndaZwyK3QAW+vaOxOHykcKiU0g0hERERERESkALSPDie0RhwzosOJ6R5xfHnYpf0hLAx74oRct/lPyGFuarGGpeUSwIGgik2o0LAXrieI9tXbn1K/cmAooavj2No0MNtlbKflOpjLR2Nt+vB4kZaTlVoKiEREREREREQKQGxaEoeaBWOnJWUUHFseZloQH5+rthzX4e0lbzP23MWkmg4V0j28OfhTHtq1BNO0stxfKKZ7BJF2HjbGdh3Mv+7D2vzR8TFoOVmppiVmIiIiIiIiIsXYlkNb6Du+Lw/Pe5hU06FfXGX+XtaFEa1HYBhG5sphYSwoEwJhYb6ivIVD9/jCIRcTb+fPtJyslFNAJCIiIiIiIlIMua7LuBXjOOeTc4jeFk3ZgLK8v70jD27pSu2Q6qe9x544gQWtW+Vp+VpGpw7WsruwNn+S8SEmdpfPcOuPzOtjSAmhgEhEREREREQkjyIjI7P9OK92J+3m6slXc+cPd5KUlkS3ut1Ydusy/vP+n0S2bp33ACg7roO19E7Mf8dlfIiJ3eUL3Hoj/N+XFDvag0hEREREREQkD9pHhxO6No4kK4qY7hGnfHxsg+ik1pUybggLY4Ft0yspKdMSsJNNWjOJ+366j7jkOIKsIJ7p+Qz3dboPyzx1U+hT+sgr18Zaegfmli8zPjSsjHCo7tD8tSslhgIiERERERERkTw4eRPqkz/2bRDdPWMPIHviBBaEh9MjIuK07aV4U7ht1m1MXDMRgI41OjLuynG0rto6yzGc3AdAz549c/cgro215HbMrV9lfGhY2F2+wq07OHftSImmJWYiIiIiIiIiflA5MJQ661MyHSd/8gbR2YU3EdERTFwzEcuwGNttLItuXJRtOJRVH7nalNq1sZbcekI45ME+f7zCobOQAiIRERERERERP4jpHkGfPZWI6X76GUKQdXizdNdSXv/zdQC+HfQtT3V/igAr4LR1cz1DKCuujbX4Fsyt4zM+PBYO1Rnkn/alRNESMxEREREREZEilOpN5dZZt+K4DsNbD2dg84HZ1s/1sfWn43ixltyCuS1js2vX8GBf8C1u7avy37aUSAqIRERERERERPwkL7N7nv/1edYcWEPVMlV57ZLX/D+okzlerMU3YW6fBIBrBBwNhwYUfN9SbCkgEhEREREREfGT3M7uWbF3BS/9/hIAb/Z7kyplqhTEsI5zvFh/3oC5YwpwNBy6cCJurSsKtl8p9hQQiYiIiIiIiBSBdDud22fdjtfxcnXzqxncsoA3hnbSj4ZDUwFwzUDsCybi1rq8YPuVEkEBkYiIiIiIiEgRePWPV1mxdwWVQirxZr83C7YzJx3rj+swd04HjoZDF07Grdm/YPuVEkMBkYiIiIiIiEghW71/Nf9b9D8AXr3kVWqE1ii4zpw0rD9GYu6cCYBrBmF3nYJbo1/B9SkljgIiERERERERkRxoHx1ObFoSlQNDsz3K/kxsx+b22beTZqdxWZPLuLb1tX4c5UmcNKzfr8Xc9R1wLByailujb8H1KSWSWdQDEBERERERESkJYtOSsAyT2LQkACoHhmK7DpUDQ3PVzltL3mLJriWUDyrPO5e+g2EYBTHco+HQiBPCoWDsrtMUDslpaQaRiIiIiIiISA5UDgwldHUcSa0rAeRpFtGGuA2ELwwH4KXeL1GnfB2/jtHHTsX6fTjm7tnA0XCo23Tc6r0Lpj8p8TSDSERERERERCQHYrpH0GdPpTwvL3Nchztm30GKN4XeDXpzc/ub/TzCo+xUrN+HHQ+HrBDsbjMUDkm2NINIREREREREpBC8t/Q9Fm1fRNmAsrx/2fsFs7TMTsH6bRjmnjnAsXBoJm61nv7vS0oVzSASEREREREROSoyMrJA2v1739+MWTAGgOd7PU+DCg3834mdgvXb0BPCoTLY3b5TOCQ5ooBIREREREREzlonB0JRUVHZXu/Zs2eu+ziSfoTrZ1xPqp3KZU0u445z7sh1G2dkp2D9Ohhzz48AuFZZ7Iu+x63Ww/99SamkgEhERERERETOWicHQidqHx3O2LXTaB8d7iu7+OKLc93HI/Me4Z8D/1CjbA0+vvxj/y8ts5Oxfr0Gc+9c4IRwqOpF/u1HSjUFRCIiIiIiInLWaR8dTp15DzKvRlymAOhEsWlJ7GgW7DvWPi9mrpvJR8s/AmDcgHFULVs1z22dlvcI1qJBmHt/BsD1hGJ3n4VbtZt/+5FSTwGRiIiIiIiInHVi05KwDDNTANQ+OjxTYFQ5MJQ661OoHBiapz52JOzgjh8ylpP99/z/0qdhH/8M/hjvYaxfB2Humw+A6ymHfdFs3Cpd/duPnBUUEImIiIiIiIicRn6Otbcdm1u+v4W45DjOqXEOz/R4xr+DS0/E+mUA5r4FwNFwqPts3CoX+LcfOWvomHsRERERERERMgKhSDuSi7sf32coL5tSA7zyxytEbY2ibEBZvhr4FYFWoJ9GCaQdwvrlSsy4PwFwA8KwL5qFW7mL//qQs44CIhEREREREZGjTt6EOi+bUi/euZinFz4NwJv93qRppab+GFqGtDis6MswD/4FgBtQEW+POVDxHP/1IWclBUQiIiIiIiIifpKQmsANM2/Adm2GtBzC9W2v91/jqfvxLLwUI34lAG5QVbzdf4AK7f3Xh5y1FBCJiIiIiIiI+Ml9P93H5kObqR9Wn3f7v+u/I+2Td+OJvhQj4R8A3OAaeHv8COVb+ad9OespIBIRERERERHxg/GrxvPNqm8wDZMvBnxBheAK/mn4yA48C/tiJG0EwA2pjbfHT1CumX/aF0EBkYiIiIiIiEi+bT64mft+vA+Asd3GcmHdC/3T8OEteBb2wzj8LwBumfoZ4VBoI/+0L3KUAiIRERERERGRfEi307l+5vUkpiXSrW43xnQd45+GD/+LJ7IPRvJ2ANyyjfH2/AnK1PNP+yInMIt6ACIiIiIiIiKFrXJgKLbrYLsOlQND89XWM788w5JdS6gQXIHPB3yOZVr5H2DqfjzRlx8Ph8o1w3vxfIVDUmA0g0hERERERETOOjHdI/zSTtSWKF767SUA3u//PvXC/BDgeJOwfrnq+J5D5Zrj7TkPgqvnv22RLGgGkYiIiIiIiEgexB6J5ebvb8bF5ZYOt3BNy2vy36iTjvXbcMyDSwFwg2vh7T5b4ZAUOAVEIiIiIiIiInlw15y72Jm4k2aVmvFqn1fz36DrYi29HXPv3IwPA8Lwdv9ey8qkUCggEhEREREREcmlBf8uYPq66XhMD18N/IqygWXz3aa58nHMreMBcM0g7K7TIKxtvtsVyQkFRCIiIiIiIiK54LgOYyIzTiq745w76FijY77bNNe/hbUuYxaSi4nd5Uvcqhflu12RnFJAJCIiIiIiIpILE9dMZPme5ZQLLMfjXR/Pd3vGtolYMQ/5PnbOeQu3ztX5blckNxQQiYiIiIiIiORQqjeV8KhwAB664CGqlq2ar/aMvfOxFt/i+9hu+ThO49vz1aZIXiggEhEREREREcmhD/76gC3xW6gVWovRnUfnqy0jbinWb0Mw3HQAnIb/wWkd7o9hSgF5/fXXqVixImPGjPGVpaSk8NBDD9GoUSPq1KnDDTfcwL59+zLdt337doYOHUqtWrVo2rQpTz75JF6vt7CHny0FRCIiIiIiIiI5cCjlEM//+jwAT3V/ijIBZfLclvHvZ1iRF2N4kwBwal2Bfc7bYBh+Gav4319//cXnn39O69atM5U//vjj/Pjjj3z++efMmjWLPXv2cP311/uu27bNsGHDSE9P56effuK9997j22+/5f/+7/8K+xGypYBIRERERERESr320eHUmfcg7aPzPkPnpd9fIi45jpZVWnJDuxvy1oidjLXkdjxL78BwUgFwqnTD7vI1mJ48j00KVlJSErfffjtvvvkmFSpU8JXHx8fz9ddf89xzz9G9e3c6dOjAO++8w+LFi1myZAkACxYsYN26dXz44Ye0bduWSy65hMcff5xPPvmEtLS0InqiU5WaX322bWf6UUTOTO+NSN7o3RHJG707Inmjd8c/YtOSMA2T2LSkPH0u18Wu4+3FbwPwvx7/w3CNXLdjHP6XgD9GYMbH+Mq8je7A2/ZFMIJAX2O/yeq9cV0XgISEBIwTZmsFBQURFBSUZXsPP/wwffv2pWfPnrzyyiu+8piYGNLT0+nZs6evrFmzZtSpU4clS5bQqVMnlixZQqtWrahWrZqvTu/evXnwwQdZu3Yt7dq1y9ez+kupCYg2b94MwMaNG4t4JCIlj94bkbzRuyOSN3p3RPJG707+eL1eLMPEdh3WrVuXq3vTnXRujL6RVDuVC6pdQCNvo1y3UT5xIXV3jMV0EgGwjWB21HqSQyGXw8YtuWqruAncuZMq48ez79Zb8VaqVNTDyeTk98YwDOrXr0+bNm1ISkrylT/66KM89thjp21j6tSpxMTEsGDBglOu7d27l8DAQMLCwjKVV6tWjb179wKwb9++TOEQQNWqVX33FxelJiBq1KgRmzZtokmTJliWVdTDESkRbNtm48aNem9Ecknvjkje6N0RyRu9O/7h2eXBNEwM16F58+a5uvfZX55lzaE1VAyuyFeDv6J2udo5v9nx4lnzDJ5tLx8vCm2Kt8u3VA9rTfVcjaR4MZYtw/PGG5jTpmE4DhUbNMD75JNFPSwg6/fGdV3S0tJYtWrVKTOITmfHjh2MGTOGadOmERwcXODjLkqlJiA69gW3LEu/aYrkkt4bkbzRuyOSN3p3RPJG707+HYsDcvN5XLxzMS/+/iIAb1/6NvUq1Mt5hyn7sP68HnNfpK/IqX01dqePMQPK57yd4sRxMH78EfP11zEXLsx0yfrqK9wnn4Ri9Ov05Pfm2BKz8uXLZwqIshITE8P+/fszLSGzbZvffvuNjz/+mKlTp5KWlkZ8fHymWUT79u2jevWM+K9atWosW7YsU7v79+8H8NUpDkpNQCQiIiIiIiLiT4fTDnPT9zdhuzbDWg1jaKuhOb434wj7oRjJOwBwDQun3Qs4Te8rmSeVpaZiTJiA9dprGP/8k+mSW7Uqzl134dx5Z7EKh/yhe/fu/Prrr5nK7rnnHpo2bcro0aOpXbs2AQEBLFy4kAEDBgCwYcMGduzYQadOnQDo1KkTr776Kvv37/ctLYuMjKRcuXK5ns1WkBQQiYiIiIiIiJzGYwseY2PcRmqXq81b/d7K8X3Gv19g/XWP75QyN7gm9vnjcat2K6ihFpyDBzE//hjz3Xcxdu/OdMlt2hT7gQdwR46EkJAiGmDBKleuHK1atcpUVqZMGSpVquQrv+6663jiiSeoWLEi5cqV45FHHqFTp06+gKhXr140b96cO++8k6effpp9+/bx3HPPceutt2a7MXZhU0AkIiIiIiIicpIfN/3Ih399CMAnV3xCxZCKZ77JScdc8RDWpvePF1Xpin3BtxBco6CGWjC2bsV8+23MceMwTtjMGcC58EKcBx7AvfJKMM0iGmDx8X//93+YpskNN9xAWloavXr1ynTSmWVZTJgwgQcffJB+/fpRpkwZRowYweOPP16Eoz6VAiIREREREREp9SoHhhKblkTlwNAz1o09Esvts24H4N5O99K7Ye8zd5CyF+v3EZgHFvmK7MZ34nR4BczAPI+70C1fnrGMbMoUjBOOiHcNA/eqq3D++1/c888vwgEWvVmzZmX6ODg4mFdeeSVTKHSyevXqMXny5IIeWr4oIBIREREREZFSKTIykosvvhiAmO4RObrHdV3umnMXew7voUXlFvyv5//OeI8Rt+TofkM7M9owA7HPeQe34U15Hnuhcl2MuXMzNp4+6Sh3NzgY58Ybce67D5o2LaIBSmFQQCQiIiIiIiKlUlRUlC8gyqnxq8Yzfd10PKaHzwd8TkhA9nvrnLLfUEht7Asn4VbqlOdxF5q0tIyNp19/HWP16kyX3CpVcEaNyth4+ujGylK6KSASERERERERAbbFb+P+ufcD8ORFT3JOzXOyruykYa54uGTuNxQfj/nJJ5jvvIOxc2emS26TJjijR+Ncfz2UKVNEA5SioIBIREREREREznqO6/Cf7/9DQmoC59c+n4cveDjryil7sX4fjnng+PHnJWK/oe3bMd95B/OTTzASEzNdcrp0ydhfaMCAUndUveSMthsXERERERGRXIuMjCzqIfh1DG8tfouF2xZSNqAs464ch8c8/XwKI24Jnnnn+8Ih1wzEe95HOOe8VXzDoZgYrJtuwtO8ecZysqPhkGsYOFdeiTcqCvuXX3Cvvlrh0FlMAZGIiIiIiIic0clhTFRUVNEMpADGsGrfKsZGjQXg5T4v06RSk9PWM/79HCvy4uObUYfUxr44snhuRu26GPPmYV12GQGdOmF+8w2G15txKSgI+9Zb8f79N/bUqbgXXljEg5XiQAGRiIiIiIiInFFxCIRyM2OofXQ482rE0T46PNt6qd5UbvruJtLsNC5rchn/6fCfUys5aZh/3Ydn6e0YTlpGUZWuePv8Xvw2o05Pxxg/Hk+nTnguuwxz3jzfJbdSJezHH8e7aRPOe+9B8+ZFOFApbrQHkYiIiIiIiORK++hwQmvEMSM6PMfHx/ulz7VxJFlROeozNi2JQ82CsdOSsq33zC/P8Pe+v6kSUoUPLvsAwzAyVygp+w0lJGB++inm229j7NiR6ZLbqFHGxtM33ABlyxbRAKW4U0AkIiIiIiIi2bKGDaeXbWMNG449cUKOwxd/OrlPf4RUv27/lVd+fwWA9y57jxqhmU8fM+KWYP029PiSMjMQ+5x3iteSsp07Md9+O2Pj6YSETJecTp0yNp4eOFB7C8kZaYmZiIiIiIiInCLTcq74eHodSYb4+JzVLwSxaUnsaBZM7Akh1YljqBwYiu06VA4MPe39iamJ3PL9Lbi43NDuBgY2H5jpurFjevHeb2jlSqxbbsHTtCnWa69lCoecyy/Hu2AB9qJFuNdco3BIckQziERERERERCST3C7ngow9ii6++OKCHVguxnCmcT807yH+PfQv9cPq89olr2W6ZuyYjvXHSAw3Y1Nnp0o37Au+heDqBTPwnHJdjMhIzNdfx/zpp8yXAgNxr7sOe/RoaNmyiAYoJZkCIhEREREREcmkKJaQ5Vdulpx9t/47Pov5DAODcVeOo3xQed81Y+eMzOFQ/euwz/ugaPcbSk/HmDIl44j6FSsyXXIrVsS54w6cu+6CGjVOf79IDiggEhERERERkeyFhbHAtulVCpYq7U3ay6gfRgHw3/P/y0X1LvJdM3bOwPr92hPCoeuxO30ERhE9d2oq5kcfYb75Jsa2bZkuuQ0a4Nx3H85NN0Ho6ZfRieSG9iASERERERE5y+R2vyB74gQWtG6FPXFCAY0o9yoHhlJnfYpvj6GY7hH02VMp29lDruty55w72X9kP22rteXp7k/7rhk7Z54UDl1XpOGQsXAhnvPOw3rwwUzhkHPOOXi//hrvmjU499yjcEj8RgGRiIiIiIjIWSYqKqrQ+/T3JtY5CYRO9nnM58zeMJtAK5DPBnxGkCcIAGPnd1i/jzghHBqJ3enjogmH9u3DuvlmPJdcgrFuna/Y6d8f788/Y//+O+7QoeDRgiDxLwVEIiIiIiIickY9e/bM1/1FEUqdaNPBTTw470EAnunxDO2qtQPA2PX9acKhTwo/HHIcjE8+wdO2Leb48ceLO3cm/c8/sWfOxO3RAwyjcMclZw0FRCIiIiIiInJG/j6hzN8zirKzZv8aLv3mUpLSkuherzujO48GwNg1C+u34RhuOgBOvWuLJhyKicHq2RPPXXdhHDwIgFuhAva772JHR0PHjoU7HjkrKSASERERERGRTE7e3+dM161hw+m1eg3WsOE57qMgZhSdbpZT9NZoen7Vk63xW2lSqQmfDfgMy7SOhkPDTgiHRmB3/rRww6GkJMxHHsFz/vmYf/zhK3ZGjsS7ahXObbeBqW/bpXDoV5qIiIiIiJRahTlLpaRqHx1OnXkPUmfeg7SPDgfOvL/PKdfj4+l1JBni4/M1ltx+vU4OhE6e5fTt6m+5bMJlHEo5xPm1zyf6hmjqlq+LsWv2SeHQcOzO4wovHHJdjBkz8LRrh/XGGxi2nVHcrBneuXOxP/sMqlUrnLGIHKVdrUREREREpFSyhg3HtG2sDz4sVqdvFTexaUlYhun7eUFoHx1OaI04ZkSHs/yicJbvWc5ScylvLn4T49j/DIM50XNYE7oGwzheduzH5H2rMFwXx0nn/xb9H8neZFLtVKb/OJ0UO4Xk9GRSvCmk2qmkeFM4nH6YJbuWAHB186v5fMDnhASEYOz+Aev3E8KhusOwOxViOLRlC9b992P+8IOvyA0OxhkzBue//4WgoMIZh8hJFBCJiIiIiEjpFB9PL9MCxy7qkRQrJ4Y1uTkBLD8OpCawp+puktctotGKL9iVtAsC4Od5P2euGAA///zz6Rs5wdPbf81x36M7j+bF3i9iGibG7jlYvw3FcNIAcOoOxe78GZiF8K1xWhrmm29i/u9/GMnJvmKnXz/sN96Axo0Lfgwi2VBAJCIiIiIichaJTUviULNg7HzOFsrpqWaH0w5zaO0M0hN3ArALCLU9tEmqTMNUcAMCcLpeCMDKlStp3aY1ruvi4mb6cc7+lZiGBYbFdXW7EewJJsgTRIgnhGBP8Gn/q1u+Lh1rZGzwnBEODTkpHPq8UMIhY9EirLvvxvjnH1+ZW7Mm9quv4l5zjU4mk2JBAZGIiIiIiJQakZGRfj9tS07vTJ/nyMhIunTrwqDJg0hP3IlhBhJcpTmTez1Pr7tfJcgIyKjo2Ngvfw1A+PJwIq4+/aymOvMexDJMbNfhvT6v5mqsxu4fTwqHhhROOHTgANaYMZhffOErck0T5667cJ5+GsqXL9j+RXJBm1SLiIiIiEip0D46nLFrp/k2Wj4dbVpdeOZFzWPwlMFEbo3EMAOo1GIg5Rr0pG+jvgS5hfetqLHnp8zhUJ3B2J2/KNhwyHEwPvsMT5s2mcIh57zz8P7+O85rrykckmJHAZGIiIiIiJQY2QU8sWlJ7GgWfHyj5bAwFpQJgbAwQAFSYUr1pjLVM5V5/86jbEBZwpoPILBczWzvsYYNp9fqNVjDhvttHMaeuVi/DsZwUgFw6lyD3eXLgg2HVq3C6tULzx13YMTFAeCWL4/91lvYv/wCHTsWXN8i+aCASERERERESgRr2HDMd9/LcYBgT5zAgtatfCeYnRIgZdX+pf1zFVKUtFCpcmAoddanUDkw1Pex7TqZyiDnewydbM3+NfT/tj+brc2EeEKYOXQmgeVqnfnG+Hh6HUmG+PgcjftMMsKha04IhwYVbDh0+DDmmDF4OnfG/O03X7EzfDjeVatw7rwTrEI6KU0kDxQQiYiIiIhIyXCaAMGv4cyx9k0ry5DiZKeblVTcA6OY7hH8r8Ug3wlmMd0j2NHnVfrsqZTpVLPc7uWUaHl5uOEGzvv0PBZtX0SAG8D0IdPpXr97nsd64ucypnvEKWM8LTsVc+VYrF8GHA+Hal+N3eUrMAPyPJbsGLNm4WnfHuvVVzG8XgDcJk3wzpmD/eWXUKNGgfQr4k8KiEREREREpMSKiorK9vqZZsHkN8w53aykM42pKJz8nP7eyHt63SQanfsrr9XdhtfxcmWzK7k17VZ6NeyVr3ZP/lyecVbTweV45l+AtfYlDBzgaDh0/tcFEw5t24Y1eDCeQYMwtm0DwA0MxH7ySbx//YXbu7f/+xQpIAqIRERERESkRMrJnjVnCkJODCAOeNL4vtI+fq4Qy5LQBNbHrmff4X2kelP9NeQik5PQKq9Lyn7e/DNDGy0hLjCVJhWb8N2w75gxOYBBq3f5vjbHlrHldHlYVrL8eiZtwvz7cTzzu2LErwLANQKw2zyDff54/4dD6emYr72Gp107zO++8xU7vXvjXb4c58knITjYv32KFDAdcy8iIiIiIsVWtsfWx8fTy7TAsfPcfiKJvL/0faavm070Bb/gGCdc/LCN76fBnmDCgsIy/gsOo0JQBcKCw0g48A9B5WoTWLlZjvvM9pmKUF7GtOngJq6bcR2O69Dabs3vt/1OsCcY4t/M9LU547Kw02gfHU5ojThmRIef/v6UfZg7pmBs/QYzbnGmS25YO7ydP4UK7XPd75kYv/+OdffdGKtWHe+vRg3sl1/GHToUDCObu0WKLwVEIiIiIiJS5NpHhxOblkTlwNBMYUBUVFTWwUVYGAtsm1552Pj3cNphGnzVk/igGJh7tNCAVofL4sHgkOUlPiyI+NSMvYhSvCmkeFPYe3jvKW2l7F+NZ+8KlrQeQadanc7Yd7bPVIIkpiZyzeRrOJhykM61OvNk3SczwiE489fm2PWkJN8pcyeLTUviULNg7BM3FfcmYez8DnPbBIy9P2O4mcNB17BwWjyC0+oJMAP98ZjHrVuH9eqrmJ9/fkJ/Bs6dd+JERECFCv7tT6SQKSASEREREZEiF5uWhGWYvr18jgVG9WukZTmDxJ44gQXh4fSIyNnslMqBoYSujiO2gc2Fn19I/IF/AAgIrcn/utzPNc/PpGHa0SVQjo394xxsxyYxLZH41HgOpRwiITWBQymHiE+NJz4lnidWfUXy3lV4D++j6+dduTm2Pv13tsQaNtx3elpp5LgOt3x/C2sOrKFG2RpMumYStU44qexMX5vcfu04sgNr1VMYO6Zh2EdOueyGtcWpNwKn3jAoUzdPz3RaXi/GrFmYH3yAuWBB5j47dsR+913c887zX38iRUgBkYiIiIiIFDvHAqMdJ84gyceMIYAVFz3N1ZFXsyoxkmRvMmZAWSo0uRRPuVo80OUBrKA/WeDJPKvFMi0qBFegQnAF6ofVP6XN5+M3E1rjHBK2LSIldi2fVd7KtLCd7NrSiNsdL54cHKleXJecZef5X59n5vqZBFqBp4RDOZXTPY8uT9uIZ+65GOkHM5W7IXVx6g3DqT8Cwtrmuv9s7dmDOW4c5iefYOzYkbnfcuVwnnlGx9ZLqaNNqkVEREREpESwJ05gQetWWc7MOdNGyP/9+b/8EPADyd5k+jbqS6U2wwkqX+fU9n+ck6vZP1ZgWco3voSFNyzknMRyxHu83N9kPZ0+7cTCrQuzv3fYcMx338O6tH+2m23n1omnluVkM+/ceHvx20REZ8z8eavfW5xf5/w8tXOmUKyMm8arST8z7vAcXzjkBlTAbnQr3p7z8V6+Aafd//kvHHJdjEWLsK67Dk/jxlhPP50pHHKbNMF+6SW8Gzbg3H23wiEpdRQQiYiIiIhIsXMs7KmzPiXHJ1/FdI9gR59XT7sc7YuYL3h36bsYrsH/ev6P74Z9R9Wy1U5p/3SzWk4+Ij4rF9S5gD+Wd+K9jS2plO5h9f7VXDL+EkZOH8mOhIygoX10OPNqxNE+Ojzjpvh4eh1JBtOC+Pgc9ZMTOTm1LC9e+PUFHpz3IAAPXfAQt3S4xf+dBKZjbP6EBQkTGJG2xlfs1BmE97K1OOe+h1v1IjD89O3sypWYY8fiadECT69emJMmYaSnA+CaJs4VV+CdNQvvqlU4998PlSr5p1+RYkZLzEREREREpMgd2x8oqXXGN9/HQp5IK5KLu+dv+dXf+/7m3p/uBeCGejfwyIWP+PoInx9OxKjjgdLpZrXkZlNpC4M79tRlyL6qPHlPKz5a/hGT/5nM7I2zGdN1DAdS4k/deLmA5Xq/n9NwXZcnFz7JS7+9BMCTFz3J2G5jc3ozpB3ASNoEiRswkjZhJG2ElL0QXB23bH0o0wAa78FosB/q7sezLJqGR29PIoDgTu/j1r/efyeEbdyIOWlSRhi0Zs0pl92qVXFuvhnnttug/qlLC0VKIwVEIiIiIiJS5E4X1kDejl4/UUJqAsOnDSfFm8KljS/lw6Ef5qs9yNmeQZW8Abx16Vvc0vEW7v/pfn7b8RtPRj2JFRRG+fo98ITVy/c4CovjOjz080O8s/QdAF7o9QL/Pf+/mSsdC4ESN0LSRoykjQyrMwNr3k8ZgVB6DmZH9Ty1aLGnJveUuYRfG9yQ/wfZuRNz8mSMSZMwly495bJrWbi9euGMHIl7zTUQFJT/PkVKEAVEIiIiIiJSKrmuyx2z72Bj3Ebqlq/LZ1d+humHZUm5mVHUoXoHIq+P5NvV3zJmwRh2J+3m4Prv8JStwQ8NenNFrVjMmgm4qQGQFIAR+yduSG0IrgE52OC6oNmOzV1z7uKzmM8A+KTP/3Fjowtgy5fHZwIlbcJI3IjhTch0b/sKwMFT2zwTN6gaTr3h9NuzlzWe6ti4eX+AAwcwp03DmDQJ45dfMNxT23K6dsUdOhTnmmugWrW89yVSwhX97zgiIiIiInJWOnkmTk5Ptcqp95a+x9S1UwkwA/jm6m+oXKayX9vPKcMwuLbNtVzZ9Erqjr8E9q3ges8emv55NVb/o3WO1jUXXASAiwkhNXFD6mCG1KL2kQA8dhOM4Cq4QZUh8NiPlSGoMlhl/bP8ynUhdT9G0kbshHX8sPxN+sav4e660LZMCIFbH4etuWgOE8rUwy3XBDe0MYRm/OiGNoGQWpCyF+PIVji8FSNlL27Fc3Cr9wHTw8p5D2IZRsaYciMhAWPmzIzZQvPmYXi9p46rQwecYcNwhgyBeiVnNpdIQVJAJCIiIiIihc4aNhzTtrE++NB3YlhelpNlFSot3rmYR+Zn7DX0Qq8X6FK7S57H6i/lAsvyRNVA7irnoQJp2dY1cCB5J0byTgCqQLazcVwzyBcWuYGVGVF3D+ZfcRBYCYKqMOJ8G2PPTxBYOSNYMoMwDm/xLQczEjdm7BGUtMk3E8gDDAIod7QTJ/n0fWNC2frHg5+jP7qhjaFsQ7CyWaoVUB63XNOj7eRDcjLGDz9k7Ck0Zw5GSsqp42zWLCMUGjoUmjfPT28ipZICIhERERERKbFOFyrFHollxPQRpDvpDGoxiHs63ZPl/f6etZSl9ASsxTfxeMofmYq3HAwiPCUVrwEXpQdzw0XXEpx2AJJ3YBzZiZG6N0fNG04qpOyClF0YQNswYNNa3/W2AL+8lOfhHw+BTpoJVK5JxgbT2YVABSU9HWPevIxQ6LvvMBITTx13vXo4Q4bgDBsG7dv7b5NrkVJIAZGIiIiIiBS6vJ6sdaZAx3Edbv7+ZrYnbKdJpSZ8dPlHGNmEArmdtdQ+OpzQGnHMiA73nbR2Rkmb8Pw6CCPhHwBsDCYFtmBw98+pN+JxRlY8xOCWK/jGk8Kbf/3G98O/p37Y0ZOznDScpB1s3bCUBjXKYXrjMNLiIPUApMZipMVCaix7t62hRkVPxkbRTvazk7LiYuKUqcuyxHiWJB5iqxPI8C5jadv46oyZQGZgntr1K8fJ2Eto0qSMvYViY0+p4larhjN4MO6wYbhduoCZ/32nRM4GCohERERERKTEOFOg89JvL/Hjph8J9gQzYdAEygeVz1d/1rDh9LJtrGHDsSdOIDYtKefH1KfHY+z5GWvZ3RjpGevDDhlBjArtzwJPXQZX7AhAn/jKRP/dmSta/8Xa2LVc9PlFzBw2k441OoIZiFu2PskhKTg1mmNY1mmXYr0dHk5ERAS4LhcsfJza63YT0CSQCa0HQ1osRmosHA2TjNQDYB/BLVM/YznY0f2B4swwrpg0iKW7t1I+qDzfD/uetnUuyNfnLz8qB4YSujqOstU8GFOmYPz6K+b06Ri7dp1S1w0Lw736apxhw3B79ACPvtUVyS29NSIiIiIiUipEbYni6einAXir31u0q9au0Po2XBcS1kCzXRjVEqDaITwzqmGcEOe45ZpzqdGZbZ5K4DqZ7m93pBy/LT+Py6+MZ9X+VfT4vAeThkzi0saX5nIgBtu9aexqUhXbdXBr9M3o+wy37U3aS/9v+rNq/yoqh1TmhxE/ZARUhS01FWPFCow//mDVH+tJmDuXComJwLunVHXLlMG94oqMUKhvXx1LL5JPCohERERERKTE2520m+tnXo/jOtzQ7gZuan+TX9q1J07AiYzEPmnmUnknFWPPXB5K/pNO3j10tPcQ8NM7cNHp23FqXobd5Qv+XfgM1okXwsJYYNv0SkqiTkh1Iq+fwfBpw5m/ZT5XT7qad/u/y41tb/TLs2RlR8IOLv3mUtbHradG2Rr8MOIH2lRrU6B9+uzcifHHHxh//pnx419/YaQdXyJX4aTqbkAAbt++GaHQlVdC2bKFM06Rs4ACIhERERERKXDto8OJTUuicmBozvfuySGv4+X6Gdez9/Be2lRtw1v93vJr+xf37AHxqzBiF/P64fmc591DMycOfvmIh7O4x3UM3ModcSt1wa3WE7f2ADCsU+qdvBdTGDBz2EzO/7/zWWWt4s4f7mTLwS0MqzbMr890zOaDm7n0m0vZEr+FuuXr8uO1P9K0UtMC6QsA28aIjsaYMgXzxx8xtm/PtnpqYCABXbvidumCe/75uBdeCBUqFNz4RM5iCohERERERKTAxaYlYRkmsSfs3eOvE8Sejn6a6G3RlAssx4RBEygTUCZ/DabFYcQuxoj9AyNuccbPjx79fm0Wt7hB1XErd4EZa+BABdgXij17bo66O/nzEGgFcoX3Cq7qcRXPLXqOF35/gVV1VzG+6XhCrJC8P9dJ1h5YS/9v+7MzcSdNKjZhzrVzjm+O7U+2jbFoUUYoNH06xr59WVZ1mzTJCILOPx+nSxeemTKFp5991v9jEpFTKCASERERETkLRUZG5voEL3/zR/+zN8zmpd8yjm//8PIPaVa5We4acG2IX40Rtxgz9o+MUChxfba3pGOyyqpCu4ZDcCt34bUvf+eBJ94Aw8B6tj+YFjh2jodw4ufBGjYc4uPpHRpKr7UW9cZ8yF1z7mLW9lkMnDyQSddMIiw4LNv2jm3unNS6UpZ1/t73N/2/6c/+I/tpWaUlP177IzVDa+Z4zGfkOBi//YYxeXLGaWN7955SxQ0JyZgZdGx2UJcuUKVK5jrTpvlvTCKSLQVEIiIiIiJnGWvYcEzbxvrgQ+yJE4p6OHm25dAWbvn+FgDuPu9uBrccnPObj2zHWvM/jO1TMLyJ2VZ1g2viVu6CW7kLA/9dympPDQ5jsqPjqwAcSv8HDCPL+08M484Y3sTHg2nR60gyODY3d7iZmmVrMnz6cCK3RtLzq558N+w76pavm2V/Md0jCJ8fTsSo0y/lW7JrCVdMuIKDKQfpUL0DP4z4gSplqpy2bq44TsY+QlOmYE6dirF79ylV3OBg3P79M46hv+wy7SEkUowoIBIREREROdvEx9Mrl7NciptUbyrXTr+WgykH6VSrEy/2fjFnN6bFYf7zEubGdzGc1FMuu0YAbsUOuJXPzwiFKnWBMvV8AdDi7Q9iGWamU8jOtFQuKirKFxCdKbw5nUsaXcK4buO4f+n9rN6/mu5fdGfK4CmcW/PcLO/Jaky/bPuFgZMGkpiWyPm1z+e7Yd9RIbhCjsdyCsfBWLz4eCi0c+cpVdygINx+/TJCocsvh3Llcty8v5YhisiZKSASERERESmBTl4idqYlY8VhSZk/PTr/UZbuXkrF4Ip8c/U3BFqB2d9gJ2NueAdz7UsY6fG+YjcgDLdar6OB0Pm4FTuCFZyrsRTG57VFhRYsvH4hV0++mjUH1nDBZxfQt1FfRnceTZ+GfXI0prmb5zJkyhCSvcn0rN+TaUOmERoYmvvBuC7GkiXHQ6HTbDTtBgZmnDY2eDDuFVdA+fK574fC+dyKSAYFRCIiIiIiJdCJs1JysmTsxPol3aQ1k3hv2XsAfDbgs+w3Vna8GFu+xFrzLEby8dktrhmE0/QenBaPQGDFHPedk/19Ckq98vWIuiGKe368h8mrJzN381zmbp5L6+TydDpYi/F3zqXmo89Rq1wtaperTbmg4zN1Zq6bycgZI0mz0+jfuD8TBk0gJCAXG167bsYR9JMnZ4RCW7eeWiUgAPeSSzJCoSuvhLDs90oSkeJFAZGIiIiISCnXPjqc0BpxzIgO9/sR84VtXew67vzhTgAeufARLmty2ekrui7Gru+wVo7FSFx3vBgTt8EN2K2fhDJZ7+OTldwuEbOGDaeXbWMNG+6X/Z4qBFfg64FfU3l5ZQK6BTAuZhyrSWB1SAKfA3x7qa9uucBy1CpXi5qhNfll2y/Yrs2gFoP48qovzzzjCsB1YcUKzGOh0L//nlrF48Ht0+d4KFQx52GbiBQvZlEPQEREREREcqd9dDjzasTRPjocAHviBBa0bpUpgIiMjPT9PDYtiR3NgjMdMV8SHUk/wvBpw0lKS6JHvR483f3p09Yz9i/CiuyB57chmcIhp9YVePsuw+70UZ7CoTyJj8/YcDo+/sx1sxETE5Pp4wpU4JVLXuHfe/7l9Y1NuWFvLXofrESLyi0oH5SxnCsxLZF1seuI2hqF7dpc1/Y6vh74dfbh0LFQaOxYPK1aEdClC9Yrr2QKh1zLwunbF+9HH+HdsQP7u+9wb7hB4ZBICacZRCIiIiIiJUxsWhKHmgVjZxP4nLik7JRlUWFhLLBtellWgY7Tn/seua7LvT/ey+r9q6lRtgZfDfwKj3nStzPxq7BWjsXc/UOmYqfyBTjtnsetcqFfxlIUYmJiGDp0KHDqjLD7dtWDo5uO2y/PASAxNZGdiTvZlbiLnUk7qRBUgcubXo5pnGaOgOvCypWYU6ZgTpmCsXHjqVUsC/fiizNmCg0YcMpx9CJS8ikgEhEREREp5U5eFmVPnIATGYldwHsS+XPfo89jPuerlV9hGiZfDfyKGqE1jl88sg1r9TMYW77CwPUVu+VbYrf9H27NK7I9hr6kyUlAWC6oHC2CWtCiSousG1q9+ngotG7dKZdd08Tt0QNnyBDcq66CqlX9MXwRKaYUEImIiIiIlAK5PQ68IDasLqiT0mL2xjB67mgAInpE0KN+j4wLqbGYa1/C3PhepiPr3ZA62K2fwq1/HZw8y+hs988/x0Ohf/455bJrGLjdu+MOHowzcCBUr174YxSRIqHfLUVERERESoETg5mi2pQ6uxlDeT39Kz4lnhHTRpDiTaF/4/48fMHDkLwTc8O7mJs/PunI+go4LR/FaXIXWLk4oas0c92MUGj69IxQaPXqU6sYBm63bhmh0NVXQ40ap2lIREo7BUQiIiIiIqVMTpYgFbSTT+/K7elfkLHv0O2zb2fjwY3UK1+PL3s8RMCSWzG2TcRw04/XM4Nxmt6d6yPrSy2vF+O33zBmzcKcNeu0ewoBOBdemBEKDRoEtWoV8iBFpLjRKWYiIiIiIqVM5cBQ6qxPoXJgaNENwg+nd72z5B2mr5vOZWUtYppXp8ovvTG3fu0Lh1wzEKfhLXj7r8Fp93zxCIfCwlhQJgTCwgq3X68X9u3FuvlmPHXq4OnTB+uNN04Jh5zzz8d+5RXSN2/GjorCuecehUMi2fj000/p2rUr9erVo169evTt25eff/7Zd33v3r3ccccdNG/enNq1a9OjRw++++67TG0cPHiQ2267jXr16lG/fn3uvfdekpKK36mSCohEREREREqZmO4R9NlTKV/LyyIjI/04ogw53SfJ63j5/K8PWb3kYWLqwexaNhUOLfFddwMqYrd4FO9lG7DP+wDK1PH7WPPKnjiBBa1bYU+cUOB91TyQhPnhhxgrlmMsjMRctQpz/HiMuDhfHdeycHr0wH75ZdI3bsSOjsa57z6oU3w+ZyLFWa1atQgPDycyMpIFCxZw0UUXMXLkSP45uofXqFGj2LhxI9988w2//vorV155JTfffDN///23r43bbruNtWvXMm3aNCZMmMBvv/3G/fffX0RPlDUtMRMRERERKYVyu2n1yfJ9AllYGAtsm16W5Ss6U3uO6zBr1ZdsWfY4I4IOcFu1zNfdso1wmt2H0+BG8JTN+9hKIteFXbsw/v6bRyb9wSVLttJu4z7gs1OrliuH268fzhVX4F56KVTK3b5PInJc//79M3385JNPMm7cOJYuXUrLli1ZvHgxr7zyCueeey4ADz30EO+99x4rVqygXbt2rFu3jvnz57NgwQI6duwIwIsvvsjQoUN59tlnqVmzZqE/U1ZKTUBk23amH0XkzPTeiOSN3h2RvCnN705UVFS+A5ncOnaYe1afz+7du2e65rouqempLNy6kGnrprH38F4urn8xlze5nAYVGpzavuvm6mvVcVEE5WocZPrCp1jeLRz7m/HMj4igW3g4nKEd13X5be3X7FvxBAMC9lP2pOzHqdQFb9PROLUGgGEde/Acj83fzvS5OfG65QK44B7/WmV3v1k+DOPQIUhJwbVtjLFj8SxfztO//krw668D8OBp7kuuWpWAQYNwrrgC56KLICjo+MVS+M6JnElWf+a4bsbvngkJCRiG4SsPCgoi6MT3Jos2Z8yYwZEjR+jUqRMAnTt3Zvr06fTr14+wsDCmT59Oamoq3bp1A2DJkiWEhYX5wiHICPBN02TZsmVcccUV+X9YPyk1AdHmzZsB2JjFBmwikjW9NyJ5o3dHJG9K27szaOeXVFifyCHnZ6bVviFPbcTExNC+ffsc1w91A6iwLpFDzcqxbt26bOt6HS/LYpcx25zNh29+yMG0g75rszfO5qH5D9G4XGN61OhB9xrdaVupLZZhkZaWdsa2T7QvOZ7YRh7s5HjffTlpY+eeqQTufpuLAw5hnfC9mYtBfLle7K9yPUfKdIAkYH3x+LVzpuc68XpL2wbXAcfN8vNipKcTsmYNZf/6i9DY/ZSJicGTkJBxccmfAJQ7TT8rmlSlxiWDie/Rg5TmzeHYN7tbtuT7GUVKi5P/zDEMg/r169OmTZtM+wA9+uijPPbYY6dtY/Xq1fTr14+UlBTKli3LV199RYsWLQD47LPPuOWWW2jUqBEej4eQkBC++uorGjVqBGTsUVS1atVM7Xk8HipWrMjevXv9+aj5VmoCokaNGrFp0yaaNGmCdcI0VhHJmm3bbNy4Ue+NSC7p3RHJm9L67iTtSudIizI4bjrNmzfP0T0nzziaMGECQ4cOzXGfq5s/R8QvEYTfGX7a67Zjs2j7IqauncqM9TPYf2Q/BAJpUDmkMgObDaRhxYbM3TyXX7f/yqbETWxK3MS4DeOoWqYq/Rr143DwYWo3rE1oDje69uzyYBomhuv4Pg+BgYGn/ZykpiezcfVrBG96l8uMgxljO8qxQnDq34Dd5F6CQxtTN8eflcKT1XMdc8kll/iueywLLBPs45+XskDLXbswf/0VY9EizMWLMZKTs+3T9QRAuXLYt9zMqIDVLGtVi51VyrL14peo4K8HEylFsvozx3Vd0tLSWLVq1SkziLLStGlToqOjSUhIYObMmdx1113MmjWLFi1a8NxzzxEfH8+MGTOoVKkSP/zwAzfffDM//PADrVu3LtBn9LdSExAd+4JbllWq/sIhUhj03ojkjd4dkbwpbe9O5cBQQlfHkdS6ku+5IiMjs91vJzo6mt69ewMZx8H3tm0Crx2Zq42NL7744kyfR9ux+XX7r0z5ZwrT101n7+Hj/zJdKaQSdZPq8vx1z9Ozfk88Zsa3AY9c+AgHkw/y0+afmLVhFj9t+on9R/bz9aqvIRBmvzWbnvV7cnmTy7m86eXUC6uX7ZiOfat1bFwnjnHLoS38vHE2af9+Rv+0lZwb6B6/AfAGVsFodi9Oo9shqHKxPk3HMIxsfw0f+9pmVD76f950PF99hTlhAk8vXIj52mtZ3u9WrYrbqRNuhw64HTtivvYG3sAAPKaF+/zz/BodTujqOCrXCi1V75JIQTj5z5xjS8zKly+fKSDKTmBgoG9GUIcOHVi+fDkffPABo0eP5uOPP+a3336jZcuWALRt25bff/+dTz75hNdff53q1auzf//+TO15vV4OHjxI9erV/fGIflNqAiIRERERkaIQ0z2C8PnhRIw6fmJYrjZ4jo+nl2mBk7t9Yo61n5yeTER0BN+s+oY9h/f4rlcMrshVza9icMvBXFz/Yv73zP/o07DPKe1UDKnIyGdmMDI+nvSwi4l+8S5mb5zNF39+wSH7EHM3z2Xu5rmMnjuattXackXTK7ii6RWcW/NcUr2pLN61mOht0RxaOxPDNLFCKvH1yq9pXbU13vpeHvr5IRZtnkMPewP/rQB1Asg0YyilbGM8LR/FrTcC18p+/4/iIsf7TR05AomJHNi+jar79uH5Jfq01dx69XC7dcPp1g23Wzc4cbkYwHsfZCxTO+p0v+ZEpPA4jkNaWhpHjhwBwDQzR9qWZfmCqE6dOhEfH8+KFSvo0KEDkPGPBI7j+Da2Li4UEImIiIiI5NKZZgjlt35OHU47zKDJg4jcmnEkfYXgClzV7Ggo1OBiAq3AM7RwVHw8mBYB8Yn0bNCTng16EvJLCCPuHcHsDbOZvWE2v+/8nZX7VrJy30qe//V5qoRUIT41nnQnPXNbh7Zwy/e3AFDVgnvDYF4FqHjSRBenSlecFg9j1eiPm8N/xS8usv1apqdjzJ+POXEixsyZGElJnHQYG26DBri9ex8PhOrXL9DxikjeRURE0KdPH+rWrUtiYiJTpkxh0aJFTJ06lWbNmtGoUSMeeOABnn32WSpVqsTs2bOJjIxkwoSMGaHNmzend+/ejB49mtdee4309HQeeeQRBg0aVKxOMAMFRCIiIiIiuZbbI+BPrN8+OpzQGnHMiA4npnveZ4AkpiZy1aSrWLR9EaGBoXx0+UcMaDYg56HQGRgYtKzSkpZVWvLQBQ9x4MgBftz0I7M2zOLnzT9zIPkAADVDa3JRvYuITo0naPcREsIOc0mARd/0vxlZNpXgk7Ifp9YVOM0fxq1ygV/GWSw4Dsbvv2NMmIA5dSrGgQOnVHGrV8cZOhR32DDcTp0yzxASkWLrwIEDjBo1ir1791K+fHlat27N1KlTfb+nT5o0iYiICEaMGMHhw4dp2LAh7733Hn379vW18fHHH/Pwww8zcOBADMNgwIABvPDCC0X1SFlSQCQiIiIiUohi05I41CwYOy3pzJWzEJ8Sz5UTr+SPnX9QPqg8s4bN4vw65/txlKeqUqYK17W9juvaXkeancay3cuoWqYqjSs29u3j8f7zd3LP+YcxdkzBCDq+ZM41PLj1r8Vu/l8o36pAx1loXBf+/htzwgTMyZMxtm07tUpYGO7VV/NZaio3jBsH2i9IpMR5++23s73euHFjvvzyy2zrVKxYkU8++cSfwyoQCohERERERHKofXQ4sWlJ1K+Rlu8ZQLl1bJnaweSDXD7hcpbuXkqF4ArMGTGHc2sW7j4WgVYgF9Q5OgPIdTH2R2OufZn7mvwE24/Xc62yOI1uxWl2H5QpjueR5cGmTZgTJ2YsIfvnn1Muu8HBuJdfjjN8OO6ll0JQEJvCwxUOiUixp4BIRERERCSHYtOSsAyTHdnMADp5CZkxeQq1t27FmDwFd8jgTKee5UZUVBRtu7Sl/7f9idkbQ+WQysy5dg4dqnfww5Plgetg7Poec+3LmHGLM18KrILT9G6cJqMgMHfPWSzt3o05ZUrGErIlS0657FoW7iWXZCwhu+oqKFeuCAYpIpI/CohEREREpMgU1ObNRenkJWTukMHsXLUSd8hg4DQnUIWFscC26ZXFDJNjs5ZqVYvntY/ak3pkP9XKVOPHa3+kTbU2OR5Xjk/eAnBdgsxUSFyPkbIPUvZgpOzN+DF1H6TsxUhYi3F4c6bbDqaFUb5LBE6Dm8BTJuf9FUeHDmHMmIE5YQJGVBSG45xSxenaFXfYMJxrroGqVYtgkCIi/qOASERERESKTG43ey6N7IkTWBAeTo+IrJer2WmHWZv4HanOIWqG1uSna3+iRZUWueon0+c5ZR9G7O9HQ5+9GBeuhTLpEJKC54fmkLKH8FbJ8ONrOWrbDWuD3fwhXh23hvCRd+VqXMVKcjLG7NkZodCPP2KkpZ1SxW3XDmf4cJwhQ3J8+liuwjkRkSKigEhERERExI9ysoTs5MAguwBhYqsRDJoyiFjnEHXK1eGnkT/RtFLTvA3OtTE3vIu56kkMO/l4ecsT6hxOyFlTmLhVu+E0fxC3xqVgGDiE521cRSk9HWPBgoxQ6Oix9CdzGzXCGTYMZ9gwaJX7TbbP9hBUREoGBUQiIiIiIn4U0z2CSDuSi7tnHQqcHBic/HFkZCStO7fmf7/8j4+Xf4zt2oS5Ycy/fj4NKzTM28AS1mItvR0z9o9sq7mBldlkGxxMDmRbaCiJngpc33ggbnB1CK6BG1wNgmtAUBUwSvDGy9u3Y77zDuZXX2V/LP3w4bjnnadj6UWk1FNAJCIiIiLiZ/mZMZKcnsz//fJ//LXsLxLTEgG4oukV1F9VP2/hkOPFXP865upnMJzU48UNb8apfD4EV8d86DlIDYEjFvYPP9F13oNYYSYAtuswssVDp226RO4htXw51htvYEyejOH1Zrp07Fh6Z/hw3B49dPKYiJxVzKIegIiIiIhIcRYZGXnGOv7YY8ZxHb5e+TVtPmzDQs9CEtMSOafGOfw88memDZlGecrnvtH4lVgLumGtfMIXDrmhTfD2XIB93oe4DW/GrXkZxJaHI8Hg5O7bg6ioqNyPqSi4LsZPP2FdeikBXbpgfvutLxxyg4JwrrkG7+TJeHfswP7oI9xevRQOichZRzOIRERERESykZONtPM7iyZqSxSPzH+EFXtXAFA1LYRXd7dm6JhFmEZGaJOrEMpJw/znRcx/XsBw04GMPYOcZvfjtH4qzyeMlbgZQ6mpGBMnYr3+Osbq1ZkuuZUr49x5J86oUVCtWhENMGfcsDAiven08QQU9VBEpBRTQCQiIiIiUkT+OfAPYxaM4YeNPwBQPqg8Y/6pyr17GhDiBds4PqMnx8HMwb/wLLkVI36Vr8gt3xL7vI9xK3fO13hLzKlzBw9ifvwx5rvvYuzenemS26QJzujRONdfD2XyFpQVtvRvxzP3iSfo8dxzaF6TiBQULTETEREREcmhyoGh2K5DnfUpVA4MzfF9J8/+2Zu0l3vm3MM5H5/DDxt/wGN6uOvcu/jnzn94ZEcDQpw8xAB2CubKsXjmd/WFQ65hYbccg7fP4lyFQ5UDQ6mzPgXbdbJ8zvbR4cyrEUf76OMnlxX5ce5btmA++CCeRo2wxo7NFA45F1yAd9IkvCtX4txxR4kJh0RECotmEImIiIiI5FBM9wgAIq3sTyk72bFZN0fSj/Dm4jd5+feXSUrLOE59QLMBPHfxczSv3DzP4zJi/8BachtG4jpfmRvWDm+nj6Fix1y35zuJLZvZQrFpSRxqFoyddvxY+KKaXWQsW4b52msYU6diOI6v3DUM3KuuwnngAdwLLiiSsYmIlBQKiEREREREcim3QYjt2IxfNZ7wheHsTNwJwHk1z+PF3i9yUb2LMlcOC2OBbdMrJ5ske49grgrH3PAWBi4ArhGA0+oJnBYPg5n3PWtOfkZr2HB62TbWsOHYEyfkuV2/cRyMOXMwX38dMzo60yU3JATnxhtx7rsPmjQpogGKiJQsCohERERE5KxlDRsO8fEQFlZgocf8f+fz2ILHiNkbA0D9sPo82/NZhrYa6tuA+kT2xAksCA+nR0REtu0a+xZiLb0T4/AmX5lT8TzsTh9DWGv/PgRAfDy9TAsc2/9t50ZKCsY332RsPL1uXaZLbtWqOHfdlbGErEqVIhqgiEjJpIBIRERERM5e8fFgWhk/+tnq/asZs2AMP276EYCwoDAe6/oYd593N8Ge4Lw3nJ6IufJxrE0f+opcMxinzdM4Te8Ds5T+Ff/gQcz338d87z2MffsyXXKbNcN+4AHckSMhOB+fWxGRs1gp/dNDREREROT0Cvqo9j1Je4iIjuCzmM9wXAeP6eHOc+7k8W6PU6VM/ma1GHt+xlo2CuPINl+ZU6Ur9nkfQrlm+R168bRvH+abb2J+8AFGYmKmS85FF2XsL3TZZWDq/B0RkfxQQCQiIiIiZ5WCPKr91+2/ctWkq0hITQBgYPOBPHfxczSt1DR/Dacdwop5BHPL574i1yqL0+45nMZ3wmmWquVKbvY9Kiy7dmG+9hrmxx9jJCf7il3TxB00KCMY6tSpCAcoIlK6KCASEREREfGDX7b9woCJAzicfpiONTry2iWv0bVu1/w1mrwTc8c0zLWvYKSccGR7tYuxz/sAyjbM56gz5HTfo0KxZQvmq69ifvYZRlqar9gNDMS56SacBx+Ehv55bhEROU4BkYiIiIiUGmfadLp9dDihNeKYER3uO7LeH6K2RDFw8kCOpB+hd4PeTB0ylTIBZfLWWOoBLqi0BGtBT8zY3zJdcj3lsNu/hNvwFjAMP4y8GNmwAeullzDGj8fwen3FbkgIzm234TzwANSuXYQDFBEp3RQQiYiIiEjpcYZNp2PTkjjULBg7LSlHzR0LlD6d9yCVA0NPGyrN/3c+gyYPItmbTN9GfZl8zWRCAkJyP/a0Q5jrX8Nc/zZX1joMsZkvOzUvwz7nbShTN/dtF4DKgaGEro4jqXWl/DW0ahXWiy9iTJ6M4Ti+Yjc0FGfUKJzRo6FatXyOVkREzkQBkYiIiIhIFo4FStbRn59s7ua5DJ4ymBRvCv0b92fiNRNzf0KZNwlzw9uY617HSD+U6ZJbviVOncE4da+B8q3y/iAFIKZ7BOHzw4kYlceZWH/9hfX885gzZ2YqditUwLnnHpx77oFK+QyfREQkxxQQiYiIiEipVlCnls3ZOIehU4eSaqdyedPLmXD1BII8QTlvwE7G3PQR5tqXMFL3+4pdIwCn0X9wGt8BYa39Pu6iZvzxB+bzz2POmZOp3K1SBef++3HuvBPKly+i0YmInL0UEImIiIhIqVYQp5bN2jCL4dOGk2anMaDZAL65+hsCrcCc3eykYf77Oeaa/8NI2eUrdjFxG9yA3epxKNvAr+Mtcq6LsXBhRjAUGZn5Us2aOA8+iPOf/0DZskU0wJKnZ8+eRT0EESll8nkepoiIiIhI0Yo8KXA4kTVsOL1Wr8nYvNoP7QHMXDeTYVOHkWancXXzq/n26m9zFg45XowtX+L5sS3WX/dkCoecukPxXvo3dqePSlc45LoYP/6I1bMnnr59M4VDbr162G+/jXfdOpz77lM4lEsFMStORM5umkEkIiIiIiVW++hwQtfGkWRFnf5Usvh4epkWOHaO28xuxtG0tdO4bsZ1eB0vQ1oO4fMBnxNgBWTfoOtg7JiKtToCI3F9pktOrSuxW4dDhXY5Hl+J4DgY332H9fzzGMuXZ7rkNmmC/eijuNdeCwFn+NyJiEihUUAkIiIiIiXWGU8lCwtjgW3Ty7KA/J28lRK7gZFL3sN2bYa3Hs64K8fhMbP567TrYuyejbXqaYz4vzNdcqpfgtPmadxKnXI9joLilyVLto0xZQrWCy9grF6d6ZLbqhX2Y4/hDh4MHn0bklvt27cv6iGISCmn35lFREREpMQ6U+BjT5yAExmJfXRGUF5P3ko+sI6ETT8BLiPbjOSTKz7BMq3TV3ZdjH0LMFeFY8YtznTJqdIVp80zuFUvylX/hSFfS5bS0zG+/TYjGNq4MdMlt0MH7DFjcK+6CkztcJFXCohEpKDpd2gRERERKbFiukfQZ0+l48vLwsJYUCYEwsJ8dU4OPrKbKdM+Opx5NeJoHx3uKztyYC2HjoZDN7a7MdtwyDjwG9bCS/BE988UDjkVz8V70SzsnguKZTiUV5bXi/nRR3hatcJz662ZwiGnSxe8M2fi/fNP3KuvVjgkIlLMaQaRiIiIiBSKgBEjaRkXh1WpEs6kCX5r98TAx544gQXh4fSIyHqGUHYzZU5csrY3aS9J237lyJ6/AAiu2ooPL/8Q0zhN0HHwL6xVT2Pu+TFTsVu+NXabp3FrDQDDyN2DFVeuC2vXYv74Iw+9/z5WUublfU7PnjhjxuD27Fl6nllE5CyggEhERERECkT76HBi05KoHBhKTPcIjPh4MI2MH/0oNzOEcsKbmkDSrqU0/etjUrwpAJSp1pay9XucGg4lrMVa9RTmzhmZit3QJtitn8KtOxROFyiVJAcPYixZAv9uxkhIgPh4AtplbKoddkI159JLcR57DPfCC4tmnCIiki8KiERERESkwNTfkEZS68LtM6sZQn/u/JP3l73PnqQ9NKvUjOaVm9OyQixl3ABWlkng7x/v5eD670g/vBdcBwBP2RqUq92JoAoNcXCPN5ayD3PN/zA3f4zhHj8hzS1TD7vVWNz610F2G1gXZ7aNMWcO5syZGH/8gbFuXbbVnQEDsB9/HM45p5AGKCIiBaGE/qklIiIiIsVdXjeE9iev42XGuhm8ufhN/tz5p698wZYFGT858XT5v44HIQHl6/LDleO4dv1MPMf2G3JdsJMx17+FufYlDG+ir74bXAOn5RichreAFVSQj1Rwdu7E/OwzzM8+w9i+PctqblAQbt++uF264Fx+ObQu5ARQREQKhAIiERERESl1HNdh0ppJhC8M599D/wIQaAUyovUIutbtyoa4DayLXcf6FfM4bDq0PlKWNpffzEf7VhJUtjpGcBg96vfA2PAdAIbrMjh1LZ45bTCSj4cnrlUWp8VDOM3uB0/ZonjU/HEcjHnzMD/+GGPWLAzbznTZDQjA7dABt0sX3M6dee3333ngjTe0t5CISCmkgEhERETkLBUZGZm/o81z0GZ+9wPKyxh/2fYLj85/lKW7lwJQtUxVbj/ndu48506qh1bPVNf6pD+YFjg29iv/x5fzHsQyTOyjS8wqB4bSc/1K7qz0J+3s/b77XEycRrfgtH4Kgmvk6xmLxN69mF98gTluHMbmzZkuuYaB278/zq234vbuDSEhvmuH/vlH4ZCISCmlgEhERETkLHFi2GING45p21gffIg90X8nikVFRWUKdE78uRsWRqQ3nT6egDy3l521B9byeOTjzNowC4DQwFAeOv8hRnceTdnAHMzucbw0s+NoY8fS3D6AtWggqxNXY4RthRMm1jg1L8Nu+xyElbClVa6LsXAh5kcfYcyciZGenvlyzZo4N9+Mc8stUK9eEQ1SRESKigIiERERkbNEprAlPp5eR2fOFJb0b8cz94kn6PHcc1h5uP/YqWiA72Q0gL1Je/nfov/xyfJPsF0by7C4teOtjO029pQZQ0DGXkIpezDiV0GbrRiVD0PFRDzTK/KLk3q83u6TbqvQHrvdi7jVe+Vh9EUoNRXzk08w33sPY8OGUy47l1yCc9ttuJdfDgE5D+9ERKR0UUAkIiIichZoHx1OaI04ZkSH+4KVktZHbFoS1tEj42PTkjiSfoQ3/nyDV/54haSjwdEVTa/g/y7+P1pUaZH5ZicNY9dszC1fYsT+iZF2IKO8y4l1Tu3T9ZTDDWuL0+iWjJPJStKR9a6LMWMG1pgxpy4jq1oV58Ybcf7zH2jcuIgGKCIixYkCIhEREZGzQGxaEoeaBWMfDVKKax852XPIdR2S96+h1fut2JW0C4Dzap7HC71eoHv97pkrJ6zF/PdzzK1fY6Tuy7pNTCjXjO9SvPzjqcoasxKf9ngdytQvmXvuLF+O9fDDmNHRmYqdnj0z9ha66ioIKqGnrYmISIFQQCQiIiJSChxbfnXi0it/b0J9YnunW+5VOTCU0NVxJLWulKf2T94XyRo2nF62jTVsOPbECVQKKIsT8zeb7D+xk2NJBBqENeCZns8wtNVQzGOze7yHMXZMxfz3M8wDv57SjxtYBbdiB9ywNrhhbfjg21+545E3wAphzAmfR8o2yNNzFKldu7Ceegrjq68wXNdX7PTsif3ii9CxY76az++m4yIiUnwpIBIREREpBY4tv4o9YfZObjZ4zokT2zt5uRdATPcIwueHEzEqZ8vLTlmSdvK+SPHx9DRN/ix7kCkLHiN93Uw2JW0CoEJwBcZ0HcNd595FkCcoYzlV3DKMf8dhbpuA4U3M1JdrBODWHoDT8Gbc6r3BOL4L0q6UTWCF+J6hRDpyBPP11zFfeQXj8GFfsdukCfYLL+BeeaVfZkL5+9Q7EREpPhQQiYiIiJRC72+JZGXAQd7fEsmoBkX/Tf2R9CMs2rqIVQGr+OCvD0i1U9n27wIIsXE2eLn78AFSmq8m2XRJNm2Sv7mUlHNXsC7gCLGBKfBHxpH1gUYgozqNYkzXMVQKqQRpcZgbPsH8dxxG/MpT+nXLt8RpeAtO/WshqGphP3bBcxyMCROwxo7F2LHDV+xWqIDzxBM4o0ZBYGARDlBEREoKBUQiIiIipdCoBhezJz2q0MOhY0uQXNdl5f6VzNs8j583/8yi7YtItVMhBOb+PPeU+z7euwJOPHBsywI4ejJ9aGAolzW5jKubX02/xv0IDSiDsX8hZsw4jJ0zME48eQxwrbK49YZmzBaq1KVk7iGUA8Yff2A+9BDm4sW+MteycO64A2fsWKhSpQhHJyIiJY0CIhERERE5I99+QJf2h7AwuK32KXX2Hd7H7qq7ueX7W5i3eR57Du/JdL12udpU8VahUb1GlAkow9S9KzCtADAsHmpyOSEBISz4aQGDrxpMcEAwIZ4QKgZXpEvtLgR7giFxA+amtzH//QLj8OZT+ncqdck4bazOYAgoV2CfiyK3dSvW449jTp6cqdjp3x/7hRegZcsiGpiIiJRkCohERERESiB/b0B9Rsf2BzItiI8HauM6XtISd5MSv4XOn3Zmxd4VmW4J8YTQo34PLml4CX0a9aFphaasX7+e5s2bY1kWP897EMswsV2HsReNBSBhTgI3d7g5owE7BWN/NMbKxzH3/IiRtPGUYbmBlXHqX4fT8CYIa12wn4OilpiI+eKLmG++iZF6fNaU27Il9ssv4/btW4SDExGRkk4BkYiIiEgJ5O8NqOHMoZOLy7qQI/wctp9D6zaSnrgT1/ECsOJonfbV29OnYR/6NurLhXUuzNhA+ijbts84hgoBhzA3fYixew7GvkgMO/k04zBwq/fJWEJW60qwSvlx7baN8eWXGaeT7d3rK3arVMEJD8f5z3/Ao7/Wi4hI/uhPEhEREZFiyB8zhE48krxyYOjx49uzcLrQKS45jgVbFjC/6T/8XDGObcEpGRfiM34wA8oQWL4u73d9jD4N+lA9tDp5YeyLxFwVziPN/4C/Tr3uGh7cKl1xa/TDqTu4ZB5BnwdGVBTWww9jxMT4ytyAAJx778V57DGoUKHoBiciIqWKAiIRERGRYii3M4QqB4YSujqOpNaVfGUn3p/T49vT7XQW71rMz5t/Zt6/81i6eymO60DNjOuBjsFF8RVY2bED6aHVabyjPIdbVmZkm5E5HuuJ2nr3MubIr3gWvn3KNTe4Bm6NS3FqXppxNH1AWJ76KJE2bMB67DHM77/PVOwMHIj9/PPQuHERDUxEREorBUQiIiIipUBM9wgi7Ugu7p77WUebD27m580/M9UzlXffeJeE1IRM11tWaUm/FUlccqgq3RMqUsYL9stzAAgPDyfirpyFT5kkruOjpDlclZ55XyG3fEucesNxalwKFdqDYea+7ZLMtjGffRbz5Zcx0tN9xW7Hjhn7DHXvXoSDExGR0kwBkYiIiEgx1z463Lc8LKZ7BO9viWRlwEHaRYczql5P31H2OZ1xlJCaQHTdw3wWuoc15fez6f0WGRcsIBUqhVSid4Pe1E2ryz3976FO+ToZp5eZ1tEWzryXUFYC0vfi+estrK1fcJV7vB23TAPsNuG49YaDYWXTQikWH491ww2Yc+b4ityaNbGffRb3uuvAPMvCMhEpMRzbZuMPP2BaFk0uu6yohyN5pIBIREREpJiLTUvCMkxi05IAGNXgYvakRzEth8vGANbsX8OMdTP4efPP/LHzD+yGx8MZj+nBKFuNoLD6BJSvy84BX2CZFuHh4dQZVsc/D5G8C8+6N2ix8X1M9/gJXLFOCO+HdePRvtPBDPRPXyXRunV4rrkGY/16AFzLwnnkEZyHH4bQrPeNEhEpSskHD/L355+z7IMPOPTvv1Rp2ZLG/ftjGEZRD03yQAGRiIiISCn3/frvGTp1KPYJM3aaVGxC+QPleWLYE/So34NWv0T4jpy3TIv20eGE1ohjRnR4jvcvOq1DMVjr38TYNhHDPWHJlKc8TvP/8vbkRJ4Ifz4/j5dvJ27mXRSMOXOwrr8eIyFjaZ9bqRL2t9/i+vmUOhERf9m/ejVL33uPVePHk37kiK/8wD//sCUykoa9ehXh6CSvFBCJiIiIFDN+C2eA37b/xsgZI7Fdmx71ejC01VB6N+xNo4qNMk5Ka3b6ECI2LYlDzYKxj85aysppwxXXxdjzE+b6NzD3Lch0yTECcZqMwm35KARVIc0Jz+uj+U1+T4vLM9fFfOUVzLFjMVw3o6hNG7xTpkCjRkUzJhGRLDi2zYZZs1j63ntsjYzMst7Sd95RQFRCKSASERERKaVW71/NwMkDSfGmcFmTy5gyeAoe8/hf//wRjGRqw07B2PoN1oY3MRL+yVTPDaiI3eg21rmX0LhNNyzrLN1n6JgjR7Buvx1z0iRfkTNwIPa4cVpSJiLFSnJcHDGffcayDz8kfsuWbOvWOOccWgwaVDgDE79TQCQiIiJSzMR0jyB8fjgRo7KePXSmZVHbE7Zz5YQrOZRyiPNrn883V3+TKRw6WeXAUEJXx5HUulLuB5y6H3PTh5gbP8BI3Zfpklu2MU6z+3Aa3IBtBONdty737Zc227bhGTwYY8UKX5EdHo4zZow2ohaRYmPfypUZy8i++QZvcnKW9UyPhxaDBnHePfdQu0sX7T9UgikgEhERESmBspv9E5ccx+XfXs6OxB20qNyCGUNnUCagTLbt5SSUOkXiOsz1b2Fu+QrDScl0yanSFafZaNxaVx4/lczO++lnpYWxaBHWsGEY+/cD4IaGYn/2Ge5VVxXxyEREjp5GNns2i99+m20LF2Zbt0y1anS89VbOuf12ytWqVUgjlIKkgEhERESkGDpxhlBuZvccST/CwEkDWRu7ljrl6jB7xGwqheR+VtApfYaFscC26ZWUCE3SsRYNxNz9Q6Z7XEzcOoNwmj+AW6lTrvss7cyPP8YcPRrD6wXAbdQoY7+hNm2KeGQicrZLS0ri7y+/ZMnbb3Nw06Zs69Y891zOu/tuWg4ZgicoqJBGKIVBAZGIiIgUa5GRkUW3iXAROvGZczq7J91O59rp1/LHzj+oGFyR74d/T93ydXPc54mh1Ml92t9+RbWfnsHwzMU4tBx2H7/P9YTiNPwPTtO7oWyDHPd31khLw/zvf7E++shX5PTujT1+PFTKw5I+ERE/Sdixg6XvvsuKTz8l5dChLOuZHg8tBw/mvLvvplbnzlpGVkopIBIREZFiLSoqqlQGRLkNvs6055Drutw15y5+2PgDIZ4QZgydQeuqrXM1ptOOJz0ec/MnmBvepV3yjsx9htTBaXoPTqP/QEBYrvo6a+zfjzV8OOYvv/iK7NGjcZ5/Hjz6q7iIFI3dy5bx5xtvsHbqVJyjsxpPp2z16nS87TbOue02QmvWLMQRSlHQn0oiIiJSbFnDhtPLtrGGDceeOKGoh5Mr2QVA1rDhmLaN9cGHOX6uM4VJTy58ki/+/gLLsBh/9XguqHNBrsecyeEtXFZjHp5Zb2N4Mx9171boiN38ftw6g8EMyF8/pdnff+O55hqMrVsBcIOCsN99F/eGG4p4YCJyNnJsmw3ff8+fb77Jjl9/zbZu9Q4d6HzffVpGdpbRMQkiIiJSfMXH0+tIMsTHF/VIci0qKqpQ+nFdl/9b9H+89NtLALx/2ftc0fSKPLdnxC7G+v1aPD+0oFuVJZnCIafm5Xh7/Iy3zx+49Ub4JRw608yoksr47js8PXocD4dq1sSeP1/hkIgUutTERJa88w4ftG7N1KFDsw6HDIOmV1zByHnzuOXPP2l73XUKh4BPP/2Url27Uq9ePerVq0ffvn35+eefM9VZvHgxAwYMoHbt2tSrV4/LLruM5BNOfjt48CC33XYb9erVo379+tx7770kJSWd3FWR0wwiERERET9rHx1OaI04ZkSHE9P91H2D7IkTWBAeTo+IXJwYdhqu6zJmwRhe+/M1AJ67+Dluan9THhqyMXZ9j7nuDczY3zJfMoNxGlyP0+w+KNc8X+M9nVK3fNB1MV96CfOppzBcFwDn3HOxp0yB2rWLeHAicjaJ37aNpe+9x4pPPyU1m39oCShThnY33kine+6hUtOmhTjCkqFWrVqEh4fTuHFjXNfl22+/ZeTIkSxcuJCWLVuyePFiBg8ezAMPPMCLL76Ix+Nh1apVmObx+Ti33XYbe/fuZdq0aaSnp3PPPfdw//3388knnxThk52q1ARE9tFjU20dnyqSY3pvRPJG707hsVwAF9yS9fmOTUviYLNgnLQkbNsmYMRIjPh43LAw0r8dD2SEOyc+U1RUVK5m09iOzb0/3ctnf38GwMu9X+ae8+7J3efJexhr65dYG9/BPLw50yU3qBreRndiN7oVgqoe7TR/X4NS/+4kJxMwahTWxIm+InvIENI//BBCQvL9+ZOzV6l/d8Svdi1ZwpK33mLd9Om42fyaCa1Vi3NHjaL9LbcQcnTD/NL0ayyr98Y9Gt4nJCRk2mw7KCiIoNPMmOrfv3+mj5988knGjRvH0qVLadmyJU888QR33HEHDzzwgK9O0xOCtnXr1jF//nwWLFhAx44dAXjxxRcZOnQozz77LDWL0d5OpSYg2rw54y81GzduLOKRiJQ8em9E8kbvTsFradvgOuC4rFu3zm/txsTE0L59e7+1dzKv14tlmNiuw7p162iWlkZ02TJ0T0tj/dHnSEtL8z1Ts8fHYpgG7tvvsv7//nfG9tOddJ5Y9gRzd87FxOSpjk9xSblLcvw5Mu3DVDvwOZUPTsRjJ2S6lhLUiP2Vr+dg2GW4ZhBsiQPicvcJOIPS+O549u+nwQMPELxqla9s9913s+/WW2HbtiIcmZQmpfHdEf9wbZtdkZFs+vpr4lasyLZuWMuWNLn+empfcglmQADb9u+H/fsLZ6BF4OT3xjAM6tevT5s2bTIt83r00Ud57LHHsm3Ltm1mzJjBkSNH6NSpE/v372fp0qUMGTKEvn37smXLFpo2bcrYsWO54IKMvQCXLFlCWFiYLxyCjOXVpmmybNkyrrgi78vC/a3UBESNGjVi06ZNNGnSBMuyino4IiWCbdts3LhR741ILundKTweywLLBNuheXP/LG/quCiCcocOkrj/H5Z3C/dLmyfz7PJgGiaGe3TcUycTFRFBj/Bwjj3FJZdc4numwORkLsnhcx5JP8K1M65l7s65BJgBfDHgC65ufnXOBua6mDsmErByDEbKnkyX7KoXYzcdDdUvoaphUjW3D50DpfXdMf76i8Abb8TYtQsAt2xZ0j/9lIpXXUXFIh6blA6l9d2R/EtNSODvL75g2XvvEb9lS9YVj+4v1Om++6jTtetZcUx9Vu+N67qkpaWxatWqU2YQZWX16tX069ePlJQUypYty1dffUWLFi1YsmQJAC+88ALPPvssbdu2ZcKECQwcOJDffvuNxo0bs3fvXqpWzfynqsfjoWLFiuzdu9fPT50/pSYgOvYFtyxLv2mK5JLeG5G80btTCIyj/2fgt891XPph4psFY6cfLtCv37G/ch7rwzCMTP317t37eOUKYSywbXqd4ddUfEo8V0++mkXbFxHiCWHy4Mn0bdQ3ZwM69DfW8vsxDyzyFblGAG69YdjN7oMKHTCAwvgVXZreHWPSJKzbbsM4uhmpW68e3qlTMdq3L5TPpZxdStO7I/kTv3Xr8f2FEhKyrBdQtuzx/YWaNCnEERYfJ783x5aYlS9fPsdBWdOmTYmOjiYhIYGZM2dy1113MWvWLBzHAeCmm25i5MiRALRr146FCxfy9ddfEx5eMP8QVVBKTUAkIiIiklfZHUlfGHKyafX+w/u5YuIVLN+znLCgMGYOncmFdS88c+NpBzFXR2Bu/AADx1fs1LoCu/0rENrIH49w9nEczGeewfq//ztedOGF2JMmQbVqRTgwESnNdv75J4vffJO1Z9hfqFydOpx31110+M9/CKmouYz5FRgYSKNGGX9edujQgeXLl/PBBx/49h06efZv8+bN2bFjBwDVq1dn/0lL+LxeLwcPHqR69eqFMPqcU0AkIiIiZ72oqKhMAVFBBEb5Oc59fex6rplyDeti11G1TFVmDZ9Fxxods7/JdTC2fIH19xMYaQeOF4c2we7wKm7N/tncLNk6fBjr5psxZ8zwFTk33oj9zjugI6FFxM8cr5d1M2aw+K232PnHH9nWrXnuuXQePZoW11yDFRBQSCM8+ziOQ1paGvXq1aNmzZqn7HO0ceNG+vTpA0CnTp2Ij49nxYoVdOjQAYDo6Ggcx+Hcc88t7KFnSwGRiIiIyElODoz8IbftJaUlMW3tNL6I+YJftv8CQJ1ydZhz7RyaVz7DfkyJ67AW34IZt8RX5FplcFqOwWl2P1gKMfLs33/xDB2KERMDgGuaOC+8gDN6NJwFe3qISOFJTUgg5rPPWPLOO8Rv3Zp1RcOg2YABdLn/fupceOFZsb9QYYqIiKBPnz7UrVuXxMREpkyZwqJFi5g6dSqGYXDvvffy/PPP06ZNG9q2bcu3337Lhg0b+OKLL4CM2US9e/dm9OjRvPbaa6Snp/PII48waNCgYnWCGSggEhERkbNM5cBQQlfHkdS60mmvW8OG08u2sYYNx544oVDH5roui7Yv4ou/v2DqP1M5nH4YAAODfo378falb1M/rH62bRj7FmL9NgQj/ZCvzKkzGLv9i1CmbkEOv3RLTsZ8+WXMV17BSEkBwC1fHvvrr3EvvbSIBycipcmhLVtY+u67rBg3jrTExCzrBYaG0u6mm+h0991UbNy4EEd4djlw4ACjRo1i7969lC9fntatWzN16lTfP/yMGjWKlJQUHn/8cQ4dOkTr1q2ZNm0aDRs29LXx8ccf8/DDDzNw4EAMw2DAgAG88MILRfVIWVJAJCIiImeVmO4RhM8PJ2JUxn4/7aPDCa0Rx4zocGK6R0B8PL1MC5ys93bwt23x21hkLaLl+y3ZfGizr7xJpSbc0PYGrmt7HXXK1zljO8aWL7GWjsJw0wFwyzXHPuct3GpFt79Siee6GDNmYD3yCMYJ/4LvNm6Md9o0aNmyCAcnIqXJjj/+YPEbb7Buxgxcx8myXvm6dTnv7rvpcMstBFeoUHgDPEu9/fbbZ6zzwAMP+PYjOp2KFSvyySef+HNYBUIBkYiIiJzVYtOSONQsGDstqVD7TU5PZsb6GXwZ8yULtizA9bhwCEIDQxnScgg3truRC+pckLOlAq6LufpprH+e9xU5Nfpjn/81BJQruIco7f75B+u//8WcP99X5Ho8OPfcgzN2LJQvX4SDE5HSwPF6WTt9OovffJNdixdnW7fmeefR5f77aX711dpf6CyWlpbG1q1badiwIR6PfyMdBUQiIiIifpbdMrbE1ESejn6aL/7+goTU40cT13fq89RVTzGo+SDKBpbNeWd2CtaS2zC3Tzxe1HgUTodXwdRf9fIkIQHzuecw334bw+v1FTu9e2O/9ppmDYlIvqUmJLBi3DiWvPMOCdu2ZVnPME2aXXUVnUePps4FOfxHAymVjhw5wqOPPsq3334LwNKlS2nQoAGPPPIINWvWzHYGU06Z+W5BREREpASrHBhKnfUpVA4M9VubMd0j6LOnUsaStRMs3rmYzuM68/aSt0lITaB+WH3GdhvLurvWcW36tVzf9vrchUOpB7AWXuoLh1wM7A6v4nR8Q+FQXqSlYYwbh6dNG6zXX/eFQ279+ngnTsT+4QeFQyKSLwnbtzP/scd4p1Ej5j/ySJbhUGBoKJ3uu49R//zDNRMnUlebT5/1nnnmGVatWsX3339PcHCwr7xnz55Mnz7dL33obw4iIiJy1jnxyPmT9yQqCLZj89LvL/FM9DPYrk3d8nV559J36Ne4H6aRx3+vS1yH55eBGIc3ARmnlNldvsStPcCPIz9LHDmCOW4c5muvYezY4St2g4NxHnoI56GHoEyZIhygiJR0e5Yv58/XX+efKVNwTpiZeLLy9erR6e67aX/LLQSHhRXiCKW4mz17NuPGjaNTp06ZwsIWLVqwZcsWv/ShgEhERETOOv4+wv50joVQW+O3cvN3N7No+yIABrcczLuXvkvFkIqnrZ8Txv5orF+HYKQfBMANrom323SoeI5fxn7WiI/H/OADzLfewti/P9Ml56qrsF9+GRo0KJqxiUiJ5zoOG+fM4c833mDbwoXZ1q3VqROd77+fFldfjennfWWkdIiNjaVq1aqnlB8+fNhvfehXnoiIiJR6kZGRhRIKnejiiy9m4uqJ3PPjPcSnxhMaGMobfd/g+rbXn3aZQE7HZ2z9GmvJHcdPKgtrg7fbTB1hnxv792O+9Rbm++9jJCRkuuRcfjnOo4/inn9+EQ1OREq69ORkVo0fz+I33yR23bqsKxoGzQYMoMsDD2h/ITmjDh06MHfuXG6//XYA36+Xr776is6dO/ulDwVEIiIiUupFRUUVeEB0YgiVmJrI6Lmj+Xrl1wB0rtWZL676gsYVG+e9A9fFXPMM1prnfEVOjX7Y54+HAJ2mlSPbt2O+8QbmJ59gJCf7il3TxB0yBPvhh6FduyIcoIiUZIf37WPZBx/w14cfcuSkWYknCihThnY33kine++lUpMmhThCKcmefPJJhg4dytq1a/F6vXzwwQesW7eOxYsXM2vWLL/0oYBIREREznq5Wd6VlWMh1J87/+TGmTey+dBmTMPksQsf44luTxBg5eNIYjsVa+ltmNsmHC9qfAdOh9e1GXVObNiA9corGF9/jZGe7it2AwJwr78e+8EHoWnTIhygiJRkB9auZfGbb7Ly66+xU1OzrFe2Rg3Ou+suzrn9dkIqnXrKpUh2LrjgAqKjo3njjTdo1aoVkZGRtGvXjp9++onWrVv7pQ/9jUJERERKtfbR4YTWiGNGdPgpp4odc6bZRTlZoubg8Nyi5/jfL//Ddm3qh9Xn8wGf07Vu1zyPPaNhL9aigZj75gMZJ5U57V/CaXofaDlC9v7+G+ullzCmTMFwHF+xGxKCc9ttOPffD3XqFN34RKTEcl2XrQsXsviNN9j4ww/Z1q3aujVdHniAVsOG4QkKKqQRSmnUsGFD3nzzzQJrXwGRiIiIlGqxaUkcahaMnZaUp/vbR4cTujaOJCvKFzCdHBhtObSF8QHj2RGdcQLWsFbDePvSt6kQXCG/w8dc9/LxcMgKOXpS2VX5brc0M/74A/OFFzBP+qbNDQvDGTUK59574TQbfYqInImdns7aKVP484032LN8ebZ1G15yCV3uv5+GffpofyHJt7lz52JZFr17985UPn/+fBzH4ZJLLsl3HwqIREREpEQr6A2oTw6YrGHDMWwv/457leiHhvDQkrdIiF2Ha6ZhWoF8evmHjGwz0j+dH/wLc/WzALiY2Bd9j1u1u3/aLm1cF2PBAswXX8SMisp8qWpVnNGjce64A3RstIjkQUp8PCs+/ZQl77xD4o4dWdYzAwJoM2IEnUePplrbtoU4QintIiIiCA8PP6XcdV0iIiIUEImIlHZFcfKSSElTGBtQH5OQmsCbFZbzaY1d7ApKhdlzfdfKWtWp0XGQ/8Ih7xE8f96I4XoBcFo+onDodBwHY9asjGBoyZJMl9y6dXH++1+cm2+GMmWKaIAiUpLFb93KknfeYcW4caQlJmZZL7hiRc657TbOvesuytWqVYgjlLPF5s2badGixSnlzZo1499///VLHwqIRESKscL8xldEsuY6Xo7siaH5e82JrR8LQKBj0KnehXSr143u9boT/UU0z/Z91m99miufwEjMOB7ZrdARp9VYv7VdKni9GJMmZewxtGZNpktukybYjzyCe+21EBhYRAMUkZJs19Kl/Pn666ydNg3XtrOsV6FRIzrfdx/tbryRwLJlC3GEcrYpX748W7ZsoV69epnKN2/eTBk//SOIAiIREREpsY5tQP3pvAepHBia5R5BeeV1vCTvX8PhnX/ipCWRBDQ/UoantzXhygOVCBx7fAbRIhblu79jjD0/Y218FwDXDMbb5XMwFXQAkJqK+eWXmK++irF5c6ZLbrt22I8+ijtoEFhWEQ1QREoq13HYMGsWf77xBtsXZf97ep0LLqDz/ffTbMAATP1+I4Wgf//+jBkzhq+//pqGDRsCGeHQ2LFj6d+/v1/6UEAkIlJM5eTkJRE5vXzNvgsLY77tJb7SXsZ+3JHE2IxZPGZgKO/3eZWbHpuAxwwAxybrf1POh9RYrCW3+j502j0P5VsWRE8lh+vC8uWY06djfvklxu7dmS4755+P89hjuP3762Q3Ecm19CNH+Purr1jy5pvEbdyYZT3DNGk+cCBdHniA2l26FOIIRTL2IBoyZAidO3em1tFljLt27eKCCy7g2Wf9M4NZAZGISDGV35OXRM4GMd0jCJ8fTsQo/4Woi179f/buO67q6n/g+Ovz+cBlg4h7oYh7oOao3GaOSm2oaFbmyLLMti0L6avVr53tcpW5UsvMTEvFVam5cOPeAwHZ834+n98fV6+ggIzL9P18PBQ493zOeV+4F7hvznmfZxi3+DEOJh2EaFA0VzxrtsO1SnNGtBqBxk8Om+s6pom2fRxKqi0BYlS9EyNwbNHNV5oZBsqmTShLlqAuWYJy/Pj1Xe68E+PllzE7d5bEkBAi3xLPnWPbN9+w/ZtvSImOzrGfs4cHQSNG0G7cOHwDAooxQiGu8vHxYeXKlYSFhbFnzx5cXV1p1qwZHTt2dNgckiASQgghhLhszbE19P+pP+l6Oh7OHjzT/hm+TYnC2dkN3TSKfH7l5BzU04sBMJ190dt9C4pa5POWGlYryvr1tqTQr79et1IIwFQUzH79bCuG2rYtgSCFEGVZelISB3/9lT1z53Js1SpMI+fv7Z41atDuqadoNXo0br6+xRilENlTFIUePXrQo0ePIhlfEkRCCCGEKDe04CEQF0cPT0+04CHoC+bn+drNZzbzwKIHSNfTuSvwLr656xuqelbll/UheO6NIbFZxSKMHEg6gbb9WfuH+i1fgFvNop2zNEhLQ1m92rZK6LffULL5K77p5ITZvTvGffdh9usHVauWQKBCiLLK0HVOrF3LnjlziFiyhPTE3FdnV2nRgg7PPUfTwYPRpNC9KEHffPMNw4cPx9XVlW+++SbXvo8//nih55MEkRBCCCHKlFwLUMfFgarRIzkFDFuFID+L5w0TPLsid9FvQT+SMpK4o+4dLLh/AS5OLkA229h8fGzz+Pg47k6ZOtp/o1Cs8QAY/sMwaw903Pil0c6daJ99hvLrryjx8dfdbLq4YN55py0pdPfdULGIE3RCiHIncvdu9syZw94FC0g4c+aG/QN696bDs89St0cPFNm2KkqBL7/8kkGDBuHq6sqXX36ZYz9FUSRBJIQQNxtHncwkRFl2bQHqbt265dr/RnWKDsUc4u55dxObGsutNW9l0cBF9uRQdnJalXSjOHKjHvwU9eJ6AEz3OuitPynwWKWaaeL19984P/ccWljY9Td7eGD27Ytx7722gtNeXiUQpBCiLEs8d4698+eze84cInftumF/Zw8Pmg4eTPvx46ncrFkxRChE3oWHh2f7flGRBJEQQpQhhTqZSYiyyMeHNbpOj1yOEM7LcyKn5E1KRgr3zL+HC0kXaFmlJUuDl+Jh8ShQqAV+bsbuQt3zJgAmCnr7GeDswNVJpUFaGsr8+Vg+/piAffuy3GT6+GDec49tpdCdd4KbWwkFKYQoq67UFdo9Zw7HV6/Ota4Q2E4jq9ezJ80ffJCGAwZg8SjY930hiktGRgbt27dn/vz5NGrUqMjmkQSREEKUEVrwEHroer7rqghRlukL5rMmJISuoYU7pSyn5M2MnTM4FnuMWl61+H3I71RwrVCoefJNT8Vpy6MoRjoARsPnMCt3Kd4YilJMDOq336J++SXK+fNZbjLr18d45hmMhx8GeXEmhMinzHWFDvzyCxlJSTe8pmpQEM2HDaNZcDCe1asXQ5RCOIazszNpaWlFPo8kiIQQoqyIi6OHqtnrqojSTbYDOk7m1T9B60PwrBbDkvUhhHcpXNIozZrGB5s+AOCVjq9Q1TPnwseF2T6WG3VPCErcHgBMn+YYzQt3n0qNI0dQP/sMddYslOTkLDclBQXh/OqrKAMGQC4rw4QQIjtX6grtmT+fxLNnb9jfq2ZNmg0ZQvNhw6jSvHkxRChE0Rg1ahSffvopU6dOxcmpaFI5kiASQgghioBsB3SczJ/H6PREYhu6oqfnfgJNXszePZszCWeo4VmDR1o+kucYHEWJXIt68BMATNWCtcP3oOVc+6gsUDZtQv34Y5QlS1BM095uqirmgAFkjB/PYV9fGjVqhCbJISFEHuW3rpDF05NG991H82HD8O/aFVW+34hyYMeOHaxfv56wsDCaNm2Ku7t7lttnz55d6DkkQSSEEEKIMiMvJ5LlRYaewXv/vAfAC7e+gKuTqyPCy7v0WLQto1CwJVGM5v8DnxbFG4Mjbd+ONnEi6qpVWZpNd3eMESMwnn4aAgIwdR0iIkooSCFEWZKelMTBJUvYPXdu3usK3XknLR58kAb9+0tdIVHu+Pj40K9fvyKdQxJEQghRSjnqhbAQ5cmNTiS7cgT9Gk/PXAtbz9s7j+Nxx6niXoVRrUcVUbQ503Y8i5JyCgCjcleMhs8UewwOcfAg2qRJqIsWZWk2q1XDeOopjMcek+PphRB5Zug6J8LC2D1nDhFLluS5rlCLhx6iaXAwntWqFUOUQhQvwzCYOnUqhw8fJiMjg86dO/PKK6/gVgSHOkiCSAghSqkbvhAWQlznSgH33Apb64bOu/+8C8CzHZ7F3dk9235FRTm1EPXkXABMJ2/09tNBUYs1hkI7exZ1yhTUGTNQ9Kt10cy6ddFfew1z6FBwKdvb5YQQxSdy1y52z53LXqkrJMR1PvzwQ9599126deuGq6sr3377LdHR0Xz++ecOn0sSREIIIYS4qSzcv5DDMYep6FaRx9s8XryTp5xB2zbO/qHe5lNwr1O8MRTGpUuoH3yA+vnnKCkp9mazcmWM116zrRiyWEowQCFEWWGvK/Tjj0Tu3n3D/lJXSNys5s+fzwcffMCIESMAW53L4OBgpk6diqo69g9MkiASQgghHOzKSVvTV72An8WT8C6haMFDIC4OfHzsq1xE8TNMg3f/tq0eGt9uPF4uXsU3uWmg/fcYSsYlWyy1BmLWebD45i+M5GTUL79Eff99lEuX7M2mlxfGc89hPPMMeBXj51IIUSYVpq5QwwEDcHYv3hWfQpQGp0+f5s4777R/3K1bNxRF4dy5c9SsWdOhc0mCSAghSrGiOlpbFK0rJ21pl98HbMkhVbO9vSwsLExOOqN4Pw9/Hv2TfVH78Hbx5sm2TxbLnFeoh79CvWAr4my61kC/5XNQlGKNId+sVpRZs9AmT0bJtO3DtFgwxo7FmDABKlcuwQCFEKVdgeoKtWpFi2HDpK6QEIDVasXVNethGs7OzlitVofPJQkiIYQoxSR5UL6tXbtWvsYU7+fhm+3fAPBoy0ep4FqhWOYEIH4f6q5X7R/q7aeBpRQXbzZNlMWL0UJCUA4dutqsqpgPPYT+xhvg71+CAQohSrt81xWqVYvml+sKVW7WrBgiFKJsME2TJ598EpdMtf1SU1N5/vnnsxx1L8fcCyGEEKLcKaoVRSfjTvLH4T8AeKzNYw4fP0dGOk6bR6AYqQDogU9hVu1ZfPPnk7J6Nerrr6Nu356l3ejXD/2tt0BeuAkhcpBw9ix7589nz5w5ea4r1Pj+++11hRQH11MRojwYOnTodW2DBw8ukrkkQSSEEKVE0PoQotMT7TVrhLhZOWJFUXbbM6ftmIZhGnT3704jv0aFGj8/1L3/Q4ndAYDp1Qij5dvFNnd+KNu2oU6ciLp6dZZ2o3NnjClTMG+9tYQiE0KUZta0NA4uXUr4rFl5qyukaQTceSfNH3yQhv37S10hIW7giy++KLa5JEEkhBClRHR6IpqiXq1ZI8o1LXgIPXQdLXhIjkWrpUZRwV37ecvQM5gZPhMo3tVDStQ/qAfeB8BUnLB2+AE0t2KbP08iItBCQlB//jlLs9myJfrkyZi9e5f+WklCiGIXdeAA4TNnsmv2bFKiom7Yv1rr1jS/UleoatViiFAIkV+SIBJCCCFKQlwcPVQNDD3HLlKjKHsFKd7+68FfuZB0gWoe1RjQcIDjg8pORgLalpEo2P6abjR7E3xbF8/ceXHmjK349KxZKPrVx6EZEIAeEoIZHAyy3UMIkUlGSgoHFi9m54wZnNq48Yb9vWrVovnQoba6Qk2bFkOEQojCkASREEIIIUpM0PoQPKvFsGR9SJ63VhYkafbt9m8BGNFqBM6ac76vLwgt/EWUpKMAGH63YTR6sVjmvaGYGNT330f94guU1FR7s1mlCsbrr2OMGgUWSwkGKIQobSJ37WLHjBnsnTuX1NjYXPtavLyu1hXq0kXqCglRhkiCSAghSpBsIbqJ+PiwRtfpoWklHUmpEp2eSGxDV/TLWyu/Oh7GbudLfHU8jLF1HfPcOBB1gLUn1qIqKqNajXLImDeinPkV9ZhtS5vp5InefiaoJfxrV3Iy6uefo37wAUqmF3imtzfG889jjB8Pnp4lF58QolRJT0xk308/sXP6dM7+998N+9fp0oVWI0fS6N57pa6QEGWUJIiEEKIEyRai8snP4onn3hhONLDgZ7G94NYXzGdNSAhdQ6UAeW7G1u3O+Yy1DksOga04NUDfwL7U8anjsHFzlHoBbetY+4d6qw/BM6Do582FsmwZ2rhxKJmOmjZdXDDGjsWYMAEqVSrB6IQQpYVpmpzbto2d06ezb8EC0hNzr4voXrkyLR9+mKCRI/Fr2LCYohRCFBVJEAkhRDGR1UI3j/AuoYSsDiF0rGOTQfIYyr/kjGR+2P0DAI+3ebzoJ7Qmof0TjJJuK9hq1OiHWffRop83J4mJaC+9hDp9ur3JVFXMhx9Gf+MNqFMMCTMhRKmXGhvLnnnz2Dl9OpG7duXeWVGo17MnrUaOpGG/fmiyJVWIckMSREIIUQyC1ofgeSCGE/oyOcb+JpFdIeWCFFfOrDyuOLuy2iqxWcUiGX/R/kXEpsZS16cuvQJ6Fckcdnoq2t8PoEb/A4DpUhX9lq9K7AQwZdMmtBEjUI4csbcZffqgv/suSLFYIW56pmly+t9/2TltGvsXL8aakpJrf88aNQgaPpygESOoULdu8QQphChWkiASQohicKXOinb5fS14iO0UK09P+zHnRf1CWRSv7BI5+UnuaMFD6KHr9sdHeRXeJZQwPYzuXYom8fXN9m8AGN16NKpShIVSjXS0f4egRq4BwHT2wdp5KbhWKbo5c5KRgTp5Mur//R+KYTtBzfTwQP/wQ8wRI+TIeiFucslRUeyZM4cd06cTfeBArn0VVSWwb19ajRpF/T59UJ3k5aMQ5Zk8w4UQoojkuh0oLg5UjR7JKfZjzotqW5Ioo+Li6KFq9sdHeU4YFdWqqB3nd/Df2f9wVp15NOjRIpkDAMOKtvkR1HPLgctFqTsvK5kj7ffvRxsxAnX79qvh3Xor+owZEBhY/PEIIUoF0zA4sW4dO6dPJ2LJEvT09Fz7+/j7EzRiBEHDh+NVs2YxRSmEKGmSIBJCiCJSHrcDiRJ0TcJI3NiVo+3vb3w/VTyKaCVP3B60nS+gRoYBYKqu6J2WYPp1KJr5cmIYqF99hfrqq/aj600nJ4w33sB46SWQv/oLcVNKPH+eXT/8QPjMmVzKtN00O6qTEw369aP1qFHU69lTjqcX4iYkvy0IIUQxuO5UKx8fiItjjaenHHt+s8rm2PubpQh1cdzPuNQ45u2dB8CYNmMcP0HaRdQ9oahHp6FweRuX4ozecSFm5S6Ony83Z86gPfYY6qpV9iazUSOs338PbdoUbyxCiBJn6DrH/vqLHdOnc/j33zGs1lz7VwwMJGjkSFo8/DCeVasWU5RCiNJIEkRCCFEMrt0+pl9+/WiEhaFneqFc2CLGouzI7tj7m2XV2Y3upyOeB3P2zCE5I5mmlZrSqXanQo9np6ehHv4cdd87KNZ4e7Pp7o9+y5eY1e503Fx5oCxcaDu+/tKlqyE+9RTGlCng7l6ssQghSlb8qVOEz5pF+PffE3/yZK59NRcXGt93H61GjaJOly4oUptMCIEkiIQQokRd+yL5ZkgOlFeFXRUTtD4Ez2oxLFkfYjvlLpsVRjeLwj4PTNO0F6ce02aMY174mCbKmSVou15FSTp6tdnJE6PxyxgNx4PmVvh58io2Fu2ZZ1DnzbsaS40a6N99h3ln8SaphBAlR8/I4PDy5eycMYOjK1diXi5Mn5NKTZvSatQoWgwbhltFORRDCJGVJIiEEKIIFGVB4WRVZ8OxVaw7sQ5fV1+ebPskrk6uDp1D5F9BVv9kXilz5aQ7PT0RsK0wunaFmcibv0/9zf6o/bg7uzOs+bDCD3hpB1r4S6gX19ubTBTMeiPQm08C12qFnyMflLAwtFGjUE6ftrcZAweif/45yAs+IW4Kl44eJXzGDMJ/+IGk8+dz7evs7k6TQYNoNWoUNTt0kNVCQogcSYJICCGKSWG2zaRaU/mu5kl+rRTFv16xZMxba79t8YHFLHxgITW8ahQ+SFEg163+yaMbJZRudHtYWBi3d76dMwlnOBV/ipPxJzkVd4pT8bZ/5xPP4+PiQxWPKlT1qEo1z2oMbT4Ufx//PMdYFl1ZPTSk2RB8XH0KPlDKWbQ9b6Icn42CaW82KndDb/UeVGhVyEjzKTUV9Y030D791N5k+vigT52KOWSIHF8vRDmnp6ezf+FCds2axfE1a27Yv1rr1rQaNYqmwcG4+hTie6EQ4qYhCSIhhHCQzFuMsqsvU9BtM78f+p0X/nqBo/Wvbmup5VWLznU689uB3/jv7H/cOuNWfnrgJ26tdWvh7oQokGtX/xS1NGsaoRtC+fqfr0n8N39zfrH1C1Y9tIpGfo2KKLqSFZkUyc8HfgZgTOsCFqfWU1AjPkY98D6KnmRvNj0D0Vu+i1mjX/EnY3bswGnECJR9++xNRrdu6NOnQ+3axRuLEKJYRR04wI5p0wifPZv0TPXGsmPx8qLZ0KG0HjWKaq1bF1OEQojyQhJEQgjhAEHrQ/A8EEOitjZfK0hycyjmEC/+9SJ/HPkDgOppFl49HUDvaF/q/rIWRVEYv308G2ptYO/FvfSc05OP7/yYEa1G4KTKt/fyao97Ig/Nup3dkbvhco7C1cmV2t61qeNdh9o+tantbftXzbMa8WnxRCZFciHpAksPLmV/1H76zO3DmofXUK9CvZK9M0Xg+13fk2Fk0LZ6W9pUz+cJXqaJcmo+2q6JKCmnrjY7V8Bo+jpG4FhQLQ6O+AYuXUINDUX9+muUy7VFTBcXjMmTMZ5+GuQYaiHKpYyUFA4sWsSOGTM4/fffN+xfs0MHWo0aRZNBg7B4eBRDhEKI8kheQQghhAM4egXJvov7uH3W7SRnJOOsOjO+/Xje+HArXqYLGDr65dULvviyYfgGRv42kiURS3hqxVP8b8P/CG4WzIPNH6RV1VZSa6CcMDD5vMYJXql7iLRIg8rulekY15EvXvyCSu6V8vR1fu7bPXSvd4L9nKH3nN6seXgNtbxrFUP0xcMwDabtmAbA420ez9e1SvRm1J0voMZssbeZioZR/3GMphPBpZJDY70hw0D54Qe0119HuXjxakwtW2KdNQuaNy/eeIQQxSJy1y52zJjBnjlzSIuLy7Wvq68vzYcNo9XIkVSR7wlCCAeQPzsJIUQpY5omz//1PMkZybSv0Z7tj23nnR7v4KVnn9P3tHgy//75vN39bfzc/DifdJ5Pt3xKhxkdaDOtjW2liShSfhZPah1Mxc/i6bAx49PiWXlkJe/98x7DfhlG43b/8lxABGmqQd/6fdk+ejtNjCZU9qhsTw6FhYXlOmZl3YWQI50JTPPgeNxxes/tzfnE3IubliV/Hv2TY7HHqOBagUFNB+XtovRLaJuH47Smc5bkkFGtD9Ze2zBaf1LsySFl2za0zp1xGjPGnhwy3d3RJ0/G+vffkhwSopxJT0xk54wZzOrYkWlt27Ltyy9zTQ7V6dKF/rNmMf7ECXp99JEkh4QQDiMJIiGEKGWWRCxhzfE1uGgu/DDghzzVilEVlRdve5ET40/w86CfGdhkIK5Oruy9uJd+8/txIu5EMUR+8wrvEkrP8xUdtr1wV+Qumn7VlH4L+jFx7UQW7l/IEbcU3HSVzw81YsngJVT1rHrddWvXrs11XH3BfMIbtWHF8+HU8a7DoZhD9J3Xl6jkKIfEXdK+3f4tAI+0eAR3Z/cbXxC7C6dVt6GezHRUvHcTrJ2XoXdeCt5NiyrU7EVFoT75JNrtt6P+95+92Rg4EOvu3RgTJoCLS/HGJIQoMrHHjrHqpZf4rG5dlj/xBGczPe+v5V65MoHDh/PYrl08tGoVzR98ECdXOcFUCOFYssVMCCGKSEFOLUvJSGHC6gkAPH/r8wT4BuTreotm4Z4G93BPg3uISo7izjl3svfiXu6edzfrHlmHn7tfvmMSxcuaHEWfOX2ISomillctbq99O62qtqL11J9om+RLxXTVvsUwLzIXT7+ijk8dVg5bSY/ZPWyPj/l3s/LBlVRwreDge1N8TsadZPnh5QCMbj36hv2Vk/PQtj6BoqcAYFoqYjQPxag3Coq7hpeuo06fjvrmmygxMfZms0kT9E8+wSxggXshROljmianNm5ky9SpHPrtN8zLtcWypSjU69mTViNHUv+uuzh87BgVGzQovmCFEDcdSRAJIUQRKcipZR9u+pATcSeo7V2bl29/Ode+WvAQeug6WvAQ9AXzr7u9knslfgv+ja4/dOVgzEHuXXgvK4auwMMixSuLQkESgtfKSL7IpQO/YFpTuaX6LSwfshxfN18AtNDVoGqAnq8x165dm+1jsb5vfVY8uIKeP/Zkx/kd9F/Qn+VDl+PpwG1yxWn6zukYpkE3/240rtQ4545GBuquV9EOTb3a5NsG/bYF4OFfDJFmpWzahDZ+PMrOnfY208sL4403MJ56Cpydiz0mIYTjWdPS2P/TT2z57DMuZHq+Z8ezRg2Chg8naMQIKtStC4Cu5+97vxBCFIRsMRNCiFLiRNwJ3vv3PQDe7fHujbfIxMXRIzkFcqlTUMu7FsuGLMPX1ZfNZzYzbMkwrIbVkWGLywqSEMzMmhxF9P6f7cmhP4b+YU8OFUTQ+hBqrXqBVdViCFofkm2fJpWasHzocnxdfdl0ZhP3/XQfKRkpBZ6zpGToGczcOROAMW1yOdo+9Tzauj5Zk0N1h6N3X1v8yaELF9BGjcKpS5csySFj2DCse/ZgPPusJIeEKAeSIiPZMHkyXwQG8tuoUTknhxSFwLvuYtDPPzPu8GG6hobak0NCCFFcJEEkhBClxMurXybVmkrXOl0Z2GSgw8ZtUqkJSwYvwc3JjeWHl/PkH09imqbDxheFF34h3L5yyMmjCn8M/aPQ272i0xPRFJXTDV2JzuV0vaCqQfw+5He8LF6sO7mOob8MLXOPj6UHl3I+6TxVParSv2H/bPso0Ztw+utW1KgNAJiKM3qbL9DbfgtaMdbx2LUL9emncWrSBHX2bHuz2aIF1rAw9JkzoXr14otHCFEkLuzcybLRo/k8IIANb71F0oUL2fazeHnRbvx4xu7fz+AlS2hwzz2oTrLJQwhRMiRBJIQQpcCSiCX8fOBnVEXlo14fZX9kuY8Pa9zdwMcn3+PfVus25tw3B1VRmRU+i5B12a8oEXkXHh7umHEuhNNnbh9MayrOHlWp0OjeYq8F1LZGW5YGL7UnEefsmVOs8xfWleLUI4JGYNEsWW80TdQj36KF3YGSetbW5FoDvfsajPqPQT7qORVYSgrK7NloXbrg3LYt2jffoCTaknZmhQron36KdfNmzI4diz4WIUSRMXSdg0uX8uOddzK9fXt2/fADenp6tn0rBATQ88MPefrYMe784AN8A/JXc1AIIYqCJIiEEKKEbT27leG/DgfgmfbP0KJKi2z76Qvms6ZZ02zrDeXFPQ3u4cu+XwLw7j/v8uXWLwsWsKD1xlA+jdlI642FO7XsSnIoOiUaV8/qNHfqS+USKiTesXZHXu/0OgCvrH6F2NTYIpknaH1Irtve8isiOoKwE2Goipq1OHXCQdS9/8NpRXO07eNQzAwAjEqdsd65GdOvg0Pmzz24CNSXXsKpbl2cRo1C3bTJfpPp4YH+xBNY9+7FGDsWZMWAEGVWWnw8Wz77jK+bNWPRwIGcXLcux77+3boxcPFinti7l/ZPP42Lt3cxRiqEKIjp06fTsWNH6tSpQ506dejVqxd//fXXdf1M02TgwIH4+vry+++/Z7nt1KlTDB48mBo1atCgQQPeeOMNrNbSV/ZBfhsRQggH8LN44rk3hsRmFfN13Ym4E9y38D5SrCn0qd+HKd2nFFGENiNbjeR84nkmrZ/Ec38+R1WPqjzQ5IEinbM8islIIjrQgpKRVOAxwi+E03tub2JSYmhXox2/D/mdj9/5mNAueUs6KQsXUfPECZSFizAHDbxatLxPX9sqs8dq5jumZzs8yw+7fuBgzEFC14fyca+P8z3GjUSnJxLb0BU9l21v+TFtxzQA+tTvQx2LhnrwE5ST81Evbb+ur97gGYyWb4NahLV90tNRli5F/e471LCw6242mzfHGDMGY+jQAq0GFEKUHpeOHmXrl18SPnMm6QkJOfbTLBaaDR1Ku3HjqBoUVIwRCiEcoUaNGoSEhFC/fn1M02TevHkMGzaMdevW0aRJE3u/r776KttdALquExwcTNWqVVm5ciXnz59n7NixODs78+abbxbnXbkhSRAJIYQDhHcJJWR1CKFj876iJC41jgELBnAh6QItqrRgzr1zcCqG47Vf7fgq5xPP8/X2rxm+dDiV3CvR1b9rkc8rrjpy6ch1yaEKrhXydRKaOWggZ/bsxhx0uV5VXBw9VM120llcHH6WRkSnJ+J/KD1L4jLLHHoa21dPo61/GkrUP7jHbGV7DYUvFFi050t2tnyEVtVaO+ZOF4GUjBR+3T2LUd7wjtcpnJYFoJC1fpKJglm5K0aDcZg1s69P5BDHj9uOqp81C+WaWiOmiwvmwIEYY8Zg3npr8WxrE0IUCdM0Obl+Pf9NncrBZcsgl5ptHlWr0ubxx2n92GN4Vq1ajFEKIRypb9++WT5+4403mDFjBlu3brUniHbv3s0XX3zBmjVraNw462mqa9asISIigiVLllClShVatGjBa6+9xqRJk3jllVewWK7ZHl+Cyk2C6MrRj3IEpBB5J8+bgmu9MZSYjCQqOnuwo5Ntq0yXLl3y/LnM0DMIXhzMvqh9VPeszs8P/Iy7k/sNrzdN095HMwFMMPP/Nfzgjg84l3iOXw/+ygMLH2DVsFU5bm0T16vo7IF7RDTJzf3y/bnXDZ2RS0cSkxJDm2ptWDpoKV7OXui6nutjKLuvd+b+qrcPYbpOj8RETB8ftne0/UUqdH0oIWPetPVLi6ZbgwSU8FdRo/9FubSNDkYa7Lo6jwcwoSJMqGhyZl0XaPQURq0HMCu0dlhi48rLqQJ/77Emo55fTszeD4ioGYdFARJ3Z+liVGiDXnsweq2B4FbzyoQFjjlbuo66YgXatGmoK1eiXPNC0QgMRB89Gv2hh8Dv8tZBw3BsDGWM/NwRZZU1NZX9Cxey9fPPidy1K9e+VVu1ou24cTQeOBAnFxeg8I95ee4IkX85PW+uHMYRHx+fZcWPi4sLLpefs7mNuWTJEpKTk2nXrh0AycnJPPbYY7z//vtUzSYZ/N9//9G0aVOqVKlib7vjjjt44YUXOHDgAC1btizYHSwC5SZBdPToUQAOHz5cwpEIUfbI8yb/IlPi0BSVSGscERERAFSvXt3+fm4yjAxe3foqa86uwU1z4+O2H5N0LomIcze+Nj093T5HE10H0wDDzNO813qt0Wucjj7Ntuht3D3vbmZ1nkVNj/xvS7oZza88hB9O/cAj3Yfk+3M/69As/j3zLx5OHvyvxf+4cOICF8j+dJvMsvt6Z3nMTXqTs+Hh7L6yfeFye3p6Ogf376Za5OdUjp6DQs4vLnTVE9VIsfepqabBoY/g0EekOdci1qcXcd69SHFtVOBkkdVqRVNUdNPI/XNn6jhbL2JJP4sl4yzO6WdxyTiDc8ZZ3FP2ohnJ1AXIFEaapTaXfO4i1qcvaS51wQBOJgL5f37kxikykopLluD3889Yzp/PGraTE3HduxM9aBCJ7drZPk9RUbZ/wk5+7oiyIjUqimMLF3J84ULSYmJy7qiqVO/enfrDhuHXujWKonDk+HGHxyPPHSHy79rnjaIo+Pv707x5cxITr255f/nll3nllVeyHWPv3r307t2b1NRUPDw8mD17tn2l0GuvvUb79u256667sr02MjIyS3IIoHLlygBcyOGEw5JSbhJEAQEBHDlyhMDAQDRNK+lwhCgTdF3n8OHD8rwpgCoXffDad4mEpr40atQoz9elWlMZtmQYq86uwqJZmHffPHrX753n6y0Wi30+J00DTQXdyFcMmS0LWEbPOT3ZG7WX57Y9x+phq6nkXqlAY5U3a9euzXHL15W/ROX3ubPv4j6+PGArDv5Bzw/oEdQjz9fm5eudXXtNrwSanx2DGrfzutvMRA/OX/SlakwlMiZMw/RuAukxaGd/4/S+j6idehinywkYl4zTVI2aQdWoGRge9TFqPYBe835Mn5b5ShY5nXVCVVQUM9P9SDmHGrsd9dJ2lEvbURIPoiSfsheWzs05K3jUH4VLwAjMCm2ooChUyHM0+WAYqGFhaN99h7psGcq1f42sUwfrqFHojzyCa7VqSKo1e/JzR5QVF3buZOsXX7D/p59yPIkMwOLtTdCjj9Jm7Fgq1K1bZPHIc0eI/MvpeWOaJunp6ezZs+e6FUQ5adCgAevXryc+Pp5ff/2VJ598kmXLlnH06FE2bNjAulyK05cl5SZBdOULrmmafNMUIp/keZN/u7q+Rcia/NUcSs5IZtDPg1h1bBWuTq4sGriIXgG98jWvoihXv1aKCZoBBlm/finnUM6vRD33B0pCBKZrdUzPeuBRF9OjHnjUs721VMTPw49lQ5fR9fuuHIw5yAOLH2DlgyvxsHjYxjJNMNLBSLP909OyvK8Y6ZjOXuDVpNzVVVm/fj133HFHjrcHBQXl67mToWcwevlo0vV07gq8i5GtR2ZbyDBHFXxYo+v0yOucpolybAbjAmeixtlOyTBVC0bAaMzKXTAr3Y527wiqqhoYOmrFy8ubnapC4Giq1htOlxmtaJZ2iOdr1KSxfg4F2/YoNekIasR7OEW8h+kZiFF7IEatgeDTIvfHgWGlipFECz2altYLWDYNRonZZj9+Pq9MSyU2GhWZdPwglesOZHb7r/J1fb5ERqL+8APq9OkoR45kjUNVMfv2tdUW6tULNA35Tpo38nNHlEaGrnPot9/Y8tlnnNqwIde+voGBtBs3jhYPP4yLl1cxRSjPHSEK4trnzZUtZt7e3nn+XcxisRAQEABAq1at2LFjB19//TVubm4cO3aMutckiB955BFuu+02li1bRpUqVdi2bVuW2y9evAiQ7Za0klRuEkRCCFGUgtaHEJ2eiJ/Fk/A8njKVWUJaAvctvI/1J9fj4ezBksFLClQYWkW3JX9OLUYZth7F1YqZruG0ojmma3WUjDiU2J1ZrlHi90Hk9WOZTt7g4Y+/ohJRz4lz8SrO5hZYUhnNyRXFTEcxcv6raZaxPBtg+A/D8H8QPOrm+36VBWFhYXTv3t3+cVA+T6J595932XF+B76uvnx1V/anXORGXzCfNSEhdA3Nw+MvLRpt2xOoZ34F1dZkejXCeutsqNAqT/M5a8681etL7pxzJ9Pjz7Jl2DJaW4+jnF6EErnOnixSEg+j7X8Xbf+7mF4NMWr0B0VDSYuCtIuQHo2SdhHSoiD9ErszF5HOIS9kOnldTmj625KZ7v6X3/cH97rEGQp9P6tLUgasvmVsnu5PvhgGytq1qNOmofz6K0pG1pVMZvXqGCNGYIwcCXXqOH5+IUSxSo2LY9esWfz3xRfE3WBbWN0ePWj39NME9u2LoqrFE6AQotQxDIP09HReffVVHn744Sy3dezYkbfffps+ffoA0K5dOz788EMuXrxo31oWFhaGl5dXgXcBFBVJEAkhRB5EpyeiKSrRBTiaOy41jn4L+rHpzCa8Xbz5Lfg3bqt1W/4GyYhH3T2RkBY/4rThPVubq+2NYtEh4SBKwsHrLjMVDcXMvuaMYo2HuN32oerZfyJYQc/f/VQSD6HtnYS2dxJGpU4Y/g9h1rofLBXyNU5ptnbt2iwJovzYfm477/z9DgBTe0+lumd1R4aWhRK5Fm3LCJSUM/Y2PWAMRtB74OSer7G6+ndlaLOhzNs7j7FrQtj46EbU+o9B6gXUM0tQTi1GubjOfnKYknAQLeKDfM1hOnljVrwF07cNpu8tmBXbgrt/riuR5m79iqSMJJpUakKn2p3yNV+urqwWmjEDJZs6H8Ydd2A89hhmv37g7Oy4eYUQJSLm8GG2fvklu2bNIj0x5597mosLzR98kHbjxlGlhRzoIMTNJjQ0lJ49e1K7dm0SEhJYtGgRGzduZPHixVStWjXbVUC1atXC398fgB49etCoUSOeeOIJJk2aRGRkJFOmTGH06NE3LIpd3CRBJIQQBZSXI8mjk6O5e/7dbD+/HV9XX5YPXc4t1W/J30Qp53Da2B8lNjzL9hXTyZOTcT7Uqepm21amJ9naK7TGqN4Hs3pf1oQn0r1ja5SkY5B0DCXpGGcP/UNN7zRbW/JJQAHNBVQXrGicT7lEgjWDNKCyZy1q+NQFzRVUC6gu7NobQctW7TEvX6PEhqNevLrvWo3aiBq1EXPHM5g17sHwH4ZZrQ+oN+ePnFRrKiN+G4HVsPJA4wcY3HRwgcfK9TFnpKPumYQa8aE9YWNaKvLjoe4MGfR5ged89453+f3w72w9t5UZO2cwuvVocK2KUf9xqP84pJ5HPb3EtrLo4obrjpmHyyuCXCpjuvixOuEix9QK7HCqwtTOH4FnICh5/yu8aZp8s/0bAMa0HpPvlVjXudFqocqVMR55xLZaqEGDws0lhChxpmlyYu1a/ps6lUPLl+d6TL1n9er2Y+o9Lv/VXwhx84mKimLs2LFcuHABb29vmjVrxuLFi/P8h0NN05g/fz4vvPACvXv3xt3dnaFDh/Laa68VceT5d3P+ti6EEPnkZ/HEc28Mic0q2ttu9EMhMimSPnP7sOfiHiq7V2b50OUEVc3ftiQSInBa3w8l+TgApuaOWaMfRu2BmNV68c1b7xL66OUtRxkJvPP2ZF4N+T/75WvXhdC9R09MFz+o2BYT+GpeCKG5bFPyzkjm9RVPM3v3bOA0HSv689eYpThdTvD8tDKEZo9lvV5POoF6ch7qiTkoCbYToxQjDeX0YtTTizE96mE0eh6j7iOgueXvc1AKBK0PwbNaDEvWh+R7i+Gk9ZPYH7Wfqh5V+azPZ4VKaOT4mEs4hLb5EdRLV/e3G1V6oLefQVXvwp3gVd2zOiGdQ3hh1QtMXDuRexvdm7WQuWs1jMAnIPAJW6IyZjM4eWJa/MClMrhUsiUYL3tmfcjV55JXw3zH88/pf9gXtQ93Z3ceavFQwe9YXlYLjRqF2b8/WCwFn0cIUSpY09LYO38+/02dSuTu3bn2rdamDe3Hj6fJwIFo8vwX4qb32Wef5av/pUuXrmurU6cOCxcudFRIRUYSREIIkQfhXUIJWZ33otRnE87Se25vIqIjqO5ZnT+G/kHTyk3zNacSvRlt470o6dEAmO7+WDv/Bt6Ns7/A2YtUwzX72wAteAjExdHD0xMteAj6gvnZ9nN3dmd6v+l0rtOZ8SvH83fM34xfMZ4v+n6Rc3LDwx+jySsYjV+2nUJ1Yg7qqQW22jOAknQMbfvTqHv/h9HgaYzAseDsnfdPRgmLTk8ktqErej63GP596m8+3vQxAF/2/dLxJ8SZJsrxH9B2PHt1BZnijNHiLYyGz4Gi0r17jUJPM7btWGbtmsXuyN1MXDuRr+/6OvuObtUxa96b61j5fS5lZpom7/1j22IZ3DQYH1efvF0YE2NLAh08iHLoEMru3SgrV16/WqhKlaurhQID8x2fEKL0Sbp4kR3ffsu2r78mKZfjpBVVpdG999Ju/Hhq3XZb4VcnCiFEGSQJIiGEcLCTcSfpPbc3Ry4dobZ3bVY8uIIGFfO3NUU5uwxt0zAUPQUA06cl1s5Lwa0QL/bj4kDV6JGcAkb2dYkyezToUfzc/Bi4cCDTdk6jboW6vPrpdnroes4JJkWx1ZOpeAtG0P+hnP8T9fBXqBf+tN2cFom25w3Uo9OxdvwpzwWTy6LE9ERG/TYKE5NHWj5Cv4b9HDtB+iW0bU+inl5sbzI9G9gKUfu2ydsYpglpaZCchLJgAcqJExw5fpyAnj0xAwIgIAC8vXFSnZjaeyrdZ3dnxs4ZjAgaQYeaHRx7f/Lg480f88eRP7BoFp5u93TWGxMT4fBhWwLo8luuvB8dneu4xh13YIwebastJKsFhCgXovbvZ8tnn7Hnxx+xpqbm2M/Fx4dWo0bRduxYfC7XCxFCiJuVJIiEEMKBjlw6Qp+5fTgRd4J6Feqx8sGV1K1QN19jKEdnoG170n5KlFGlO/rtP4FzHldLONC9b8zhyYrN+aK2beWIv6UZD0bXzFOCCdUZs8bd6DXuRr+0A+3A+yinf0bBQEk+jtOarui3fIXp/2DR35EbuPaUOi14SO6JsDx4bc1rHI09Sm3v2nzY80OHxqtc3IC2+VGUlFP2NqPeSPRWH4KTx9WOhgHnz6OcOAEnTmR5qxw/DkeOoBiXj66/fAJHQ4Bp0+xDmJUqYdarR5eAAJZYm7PEuodZ8SNo++QfaLVqQzGd4rP+xHpC/3qNxjHwof+jtPzxT5RDX1xNCp3N4Ui0HJhVqmAMH25bLVS/fhFFLYQoTqZpcnzNGrZ8+ilHVqzItW/FBg1oO24cLR9+GIunZzFFKIQQpZskiIQQwkEioiPoPac3ZxPP0qBiA1Y+uJJa3rXyPoBpou6bjLbvf/Ymo3YwevvptgLRJSEujqkJ1bEocXxc6ySjGu2j5h43usbmM1nl2xr9trmQcBBtywjUmP9Q9BSctjyKfmkbRst3QS25U6GuO6UuLo4eqpa3RFg2Vh1bxdfbbduwvr3727xvhboRIwN132TU/f9nSyAaYCb5oFd8Hg7VRV312dUk0PHjcPIkSnp6oaZUoqJQoqLgv/8YAAwA4DB81ADTxQXq1sUMCLCtOKpXz/Z+vXq21Udu2deb6ta5M8TGQnw8xMejXH6b3cdKfDxpp08QuHMjCZcMNBPg2zzHb9aujRkYiNmgAVx+azZoYIvPSX4NEqI8uFJfaMunn3Jxz55c+/p370778ePlmHohhMiG/GYkhBAOsCdyD33n9eVC0gWaVmrKigdXUM2zWt4HMKy2Gj3Hptub9IbPYbR8J18nPBWV944GcvyOW/gl4hceaLKT/Vtvo+KNL7ueV0P0bmtgxzOox2YAoB36DOXSTlsCyfX6Y0LLmtjUWMYsGwPA2FvGcke9Owo/aFoayvJ5qL+/hXryNEQBF8GMUVAy4nAiJN9Dmh4eoGpEubtRycMDY8wYlB9/BBRIToLOneHYMZSjR+HMGZRsTvpR0tIgIgIlIvtC2Gb16pj+/raTwuLiICEB4uPplctx0tlxA3Lb+GFWrnxdAsgMDLTVEXJ3z9dcQoiyI6/1hVRnZ5oFB9N+/HiqtmpVfAEKIUQZIwkiIYQopB3nd3DXvLuITokmqGoQfwz9I3/FiK3JaJuGoZ773d6kB72H0fBZxwebB2FhYdedlqWiMKv/LI6E/MUuz0Qm1znGRwWdQHNBb/s1RsW2aNufQTEzUKM2oKy6Ff32nzArtiv0fShJL/z1AqcTThPoG8jb3d8u+EBxcSh//IG6dCnKH7+hJKVd1yW7I+WvMD09wd8f098fs27d696nYkVQFD4OuXqqnfbnX3B55ZT+3XdXB0tNhePHUY4exTx6hJ9+ewevM1HckuJDjYtpKDnU91DOnUM5d67gn4NM4lzA0qgZLk2aX00ANWxoe1uhgkPmEEKUDRf37eO/zz5jz5w5udYXcqtYkdZjxtB27Fg8q1cvxgiFEKJskgSREEIUwpYzW7h7/t3EpcXRrkY7lgUvw9fNN+8DpEWhbbwPNWYzYDuBSm8/HbPOkCKK+MbWrl17NUHk48MaXaeHpuHm7MYHRxvQq+UOvq5+hrExh/JdfDszM2A0uk8LtH+CUVLPoqScQQvrjt56KmbASAfdm6uyS3w52tKDS5m9ezaqojK933Q8LB43viizc+dQly1D+fVXlLCw607Zysz09LRt77o2AeTvnyUB5BCurtC4MWZj2wl6/ve1p/P3nYE41g5bw+3OASjHjtlqGl1ZdXT0qO39yEhbvF5e4O0N3t6Yl99m93Hm99fGbOfpTW8Q7QafPzyf+5rcT8E2/QkhyjrTNDm+ejVbpk69cX2hhg1pP348LR56CGdZRSiEEHkmCSIhhMjBjRIKG09upP9P/UlMT6RjrY78Gvwr3i75OLo96ThOG+5BSTgIgOnkhd5xEWYVxyQxgtaH4FkthiXrQwjvkv8jxQH0BfNZExJC18srTO6IrUifmEqsqBjFxLCJLHhgQaFiNP06YL1zE9q/D6JGbUQx0nHa9gT6pa0YrT4GzaVQ42eWJfFVBC4mXeTJ5U8C8FyH57it1m15u/DgQdsqoV9/Rd28Ofs+nkBrMHp2Rr8jFAKbgq+v4xJA+dShZgdGthrJjJ0zePqvZ9g8cjNONWpAx47Xr2lKTbWdDJbPWh8How9y/8whJFSG5zs8z31N7ndY/EKIsiO/9YU6PPMM9fv0kfpCQghRAPKdUwhxUwoLC8v19qD1IUw88DNB66/WdunWrZv9/TXH1nDPgntITE+ku393lg1Zlr/kUOxOnNZ0uZoccq2OtfsahyWHwFZ4+XRD16uFlx3k/443QDXhl4hf+Pf0v4Uf0LUaeteV6IFP2Zu0o9PQ1vaElDMFGvJGX9/88rN4opsGfpbsT7oxTZNxK8YRmRxJ00pNmdRlUs6DmSbK1q2ob7yBU1AQzs2bo7322nXJIdMP6A28DuZ33lhn/Yj+6mpo38mxq4My8/Fhjbsb+Fwtqp3T53Jyt8n4uvqyO3I341eMxzCN7Md0dSVs3bp8hZGUnkTwz8EkpCfQuXZnJnefnK/rhRBlX9LFi2ycMoUvAgP5/bHHckwOqc7OtHjoIUZt2cKwlSsJvOsuSQ4JIUQByQoiIcRN4drVQDdaTRKdnkhsQ1f0TMmVK/3/OPwHgxcPJk1Po0/9Piy4fwFuztmf1pQdJTIM7e+BKNYEAEyvhlg7LwOPuvm8VyWjebIXj56vwYzqZ3l59cuse2QdSmGTFaozRuuPMSvegrb1SRQjFTVmM8pft6LfNg+zcqd8Defo1UI3WoE1f998fon4BSfViZn9Z+LidM3Kp4wMlA0bbKuEfvsN5fTpbMcxmzaCVkkoTU+j1AUUMCp1RG8/CzxyK9PsGPqC+RhhYeh5eK5Ucq/E530+56ElDzFt5zQMDL7s+yVqNkXV8/P1ME2Tp1Y8xd6Le6nmUY0f7/sRJ1V+XRHiZiH1hYQQouTIb1xCiJtC5heoWvAQeug6Wp++4OODvmA+kLcaNUsiljDsl2FkGBn0a9iPuffOvT4ZkAvl5Hy0LaNQTFttGaNiB/ROS8DFr2B3rLhdrkkUGhPE/DqxbDqziV8ifuH+xo7Z/mP6P4TVuxlO/wxGST6BknYBbV0vjKD3MQKfLNCqGS14iO3Yek9PtOAh9q+3o5xNOMszK58B4LWOr9G6WmvbDUlJKH/+ads+tnw5yqVL111rKgrmbbdh9u+P2VZDi/4fijX+8m0aRtOJGI1fhmJMkOQnsTao6SAyjAxG/mbbbmY1rHxz1zdoqlaguQ3T4NMtnzJ3z1w0RWPOfXOo7ikv/IQo767UF9r86accXbky174VGzak/TPP0GLYMKkvJIQQDiYJIiFEuXddLZ64OHqomu20prg4e78brXJYsHcBjy59FN3UGdRkELP6z8JZc85zHGrEx2i7XrZ/bNS4B73Dj+BUdn7BvbLCpGr37jy7bhJv//02E8Mmcnfg3flKlOXKtzXWnpvQNj2EGrkaxbSi7XwO5dJW9Fu+BC3vq7UA29dY1eiRnAKGY0scm6bJE8ufIDY1lluq38LLDUehfP896q+/oqxale3pXqbFgnnHHRj9+2PefTeKuQN13xS0C1uu9vGoh97he0y/Wx0ab1F4sPmDaIrGo0sf5YddP6AbOtPumZavJFFMSgzf7/qeb7d/y5FLRwB4u8fbdK7TuajCFkKUAtbUVPYuWMCWTz7h4t69ufaV+kJCCFH05LurEKJMuLYOyo1qzOS3Bk3Q+hBWVYvJUnPoCtM0mblzJsOXDkc3dR5q8RA/DPgh78kh00ANn5AlOaQHjEa/7adSlxzK7vOQufYSXF1h8sKtL1DFvQqHLx3msd8fwzRzPnI931z80LssQ2/0or1JPTEHpzVdIel4/sby8QFDz3NtnfyYGT6T/VtX8PwWjbWzwM2/Hk6PPWY7iSxTcsj09sYIDsY6Zw7Ws2fRl/wCfSqh7bkXp40DUGOuJoeMOg9ivfO/MpEcuiK4WTCz751tW/WzZw5df+jKzgs7b3jdjvM7GPP7GOp+VpeXV7/MkUtH8HHx4fVOr/Ns+2eLPG4hRMlIuniRDZMn8/mV+kI5JIdUZ2daPPwwo/77T+oLCSFEMZAVREKIMuHa1T25rfZRFi7i0O/L6BEVjTloIOFdQglZHULo2JzryFxbc8jP4on7noucrXyedtPbsStyFwCjW43m876fZ1tnJVt6Gtp/o1FPXT3tS2/2JkaT10vsBKrc5FZ76VpeLl7MGjCL/gv6M3/vfOpVqEdo14KdlpYtRcNo+Tambxu0/x5D0ZNQYnfitOo29Ft/xKx6R56GubKlLPNpbFCIOkWmibJ7N27ffMrtf8zj+FkAHdiWtVu1ahj9+mEOGIDZtSu4uIBpoJz+GW3TOyhxu7P2926G3uxNzFr35T+mUmBgk4E4q86M/G0kW85u4dYZt/JU26cI6ZI16ZpmTWPRgUV8ve1rNp+5Wpi7ZZWWjL1lLEOaDcHD4lHc4QshisGV+kK7f/wRPS0tx35ufn60fuwxqS8khBDFTBJEQohyxxw0kDN7dmMOGlig66OSoxiiufLepXkkxSZxDnB3due5Ds/xZuc3816QOSMe7Z9BqJG2lSomKvotX2IGjCxQXKVRz3o9GV9vPB8d+Yh3/n6HehXq8WjQow6dw6w9EKt3Y1tdosTDKOnRaOvvxmj4DEazN8GpGJIJuo6yaZOtyPTSpShHj9Iwu1gDAzEGDLAlhdq3v3q0u6mjnJyHtv9dlPj9Wa+p0Aq96WuYNfpDXhOPpdSARgPYVWMXL616iUX7F/HZf5+xaP8inJ2dWTZtGbGpsUQlR5FiTQHAWXXm/sb3M/aWsdxW67bCFzsXQpQ6Ul9ICCHKDkkQCSFKpcwFo6+rIXSD/gVlTYkh4dwOArZ/R6o1FRSo4VmDJ9s+yejWo6noVjHvg6WcxWlDf5Q428ojU3NDv3UOZo17ChVjfvhZPPHcG0Nis7zHXZBrXPa58GqPV3nn73d48o8nqeVdi571ehYk5Jz5NMd6xz9oWx5FPbccBQPt4MeoZ5agt/kcs9qdhRrez+JJdHpi1mPsdR2io9CeeAJl2TKUyMhsr01p1RzLfYMwBgyAJk2uWxmmnP8TbdcrKHFZj2g2KrbDaPo6ZrW+pXI1WUHV9KrJ3PvmMiJoBM+sfIbDlw7bNrRn+vTV8qrF6NajGdlqJNU8q5VYrEKIomNNTWXv/Pls+fRTqS8khBBlhCSIhBClUubtP9lte8qt/w1dPomrR2Iipo83q4+tJjZiKelxJ+xd2lRrw/j24xnYZCAWzZK/4OMP4LShH0qybTzT4ofeaQmmX4f8jVNIedla54hrACZ1mcSx2GPM3zuf4MXBrH1kLS2qtMhvyLmzVEDv+DNmxIeoe99CMdJQko7htOFuDP+H0IPeL/BpcPbEY1wcyrx5KHt2Q3Q0iq7DrvAsfU1NI8zf5OdGBreMCeWhu1/FyG7QuN1o4a+iXvgzS7Phd7stMVS1Z7lKDF3rzoA72f7Ydmr9PBgVMFULf9z+ChVcK1C3Ql05ul6Icirp4kW2f/MN277+muQcEutgqy/UbMgQ2o8fT9WgoGKMUAghRE7ktzMhRKljP4Y+hyPJr11RlN0Ko2sLK2emL5jPnyGvc/z+hny65VP2zOtrv83iG8CKu6fRsXbHAm13UaI3oW28FyU9BgDTvS7WLr+BV6N8j1VcHLH6SlEUvrv7O87En2HDqQ0MWDCAjY9upIZXDQdFeWUiFaPxSxg1B6Btewr14joA1BM/opxbgd76Q8zaQ/I35tmztqLSv/6KsnYtSkbGdV1Md3fMXr2w9ruHu+K/YHXcDm6rchvv937p+vFSzqLtDUU59j1KptSR4dsWo+UUzMrdSlViKLfnSmG5OrniWrEBmqKimwZta7QtsrmEECXr4r59/Dd1KrvnzLlhfaE2Y8ZwyxNPSH0hIYQoZSRBJIQofa4cQ5/HI8nzUlj5yovgi0kX+Wb7N3zn+R2xv8cC4OHsgVGxPp7VWqO4eNOpTqcCha2c/Q1t00Mouq2+ilkhCGunpeBWPL8AZ5dYy8uL/wIXa76Gi5MLP//hQ5tAT05xmgE/DWDNQ2vwcvEq9NjX8WqI3vVPjOOz0MInoGTEoaRH4bR5OMaJeVRwDsj5WtOEAwfo8u+/aJ06oW7Zkn03Z2fwq4T+xeeYd9wB7u68+/c7rF63Ax8XHya1npQ1iWhNQo34CDXiQxQ9+eo47v7oLf6HWXtwqawx5IivvRDi5iT1hYQQonyRBJEQosy5dhtUXurmVGlehSeWP8Gc3XNI021/2azlVYun2j3FyKCRtPh7sn2VQ0EoR6ehbRtnXzFiVOmBfvtP4OxdoPEKJJvEWnG/+K8Yk8Ka3a24PWgz4RfCeWjJQywetNjh24murHoy643AWq0P2s7nUE//DIB6fgXjGjrx/oqDvNTlJ5R9B2DXLp7Yswete3eU3btR4uPpk824Zp06GAMGoOzYSViFCnR3dsbs1w+AnRd2MnnDZAA+6vkRVZ2r2i4yrCjHf7CtGko9d3UsJ2+MJq9gNBgHmqtD778QQpSk/NQXqtujB+2feYb6vXtLfSEhhCjlJEEkhCjzcqubk5ieyLN/PssPu36wt7Wt3pZn2j/D/Y3vx1lzLtzkpom67y20fVPsTUadIejtpoGaz9pF5URAmjtL9wbRo91e/jjyB8+ufJZPe3+KpmoOmyPLqie36qxKGUOP+n3QfnsF5XAM7ietvHZiFeb5iiiXc351chjLbN4cY8AAjP79oVUr+/av1SEhdAm1PabSrGmM+m0UGUYGAxoOYGizoRyMOIB6ejFO+0JREg9dHU9xwqg/BqPpRHCp5LD7LIQQJS0pMtJWX+ibb6S+kBBClEOSIBJClAr5rYNz7dap7LZS7bywk2G/DONQzCEUFAY0GsCz7Z913HHahhVt+zjUYzPsTXrD5zFavl0qtxJl50b1nm4kpxPm2if48P2A7wleHMy3O75lZvhM/H38qVuhLg0qNuC5Ds9Rt0LdggWdlka1yEiUH3+0rQbatYuO//yDU0rKdV2z+yqbtWtjtmjBitRU7vziC6hfP9tpMj+m/rfxf+yO3E0lt0p80edztMjVNDg6AUtq1iPrjRr90Fu+XaprTgkhRH5d3LuX/z77TOoLCSFEOScJIiFEiQpaH0J0eiL+h9JJ1NZme4x9dkeQX5tMyvyxaZp8ve1rJqyeQJqeRk2vmvww4Ac61+mcYxz5Pt7dmoy26UHUc8vtTXrQBxgNx+ft+tIin/WerpXbCXP3NrqXz/t8zkurXyI5I5nDlw5z+NJhVh1bxV9H/+LfEf/i4+pz/aC6DmfPohw/DseOoRw/bnv/8lvzzGnGm8D06fZLPLKJzXACtRbgD9QBs1FN9Hs/w2x4DwAbQ0K4M4fkEFx9TG0+s5kP/v0AgHldn6H61odQL64j8/owo1InjBaTMSvdnuvnSwghygrTNDm2ahVbPv2Uo3/+mWtfqS8khBDlgySIhBClXnZJo5zEpMQw5vcxLD24FIC7G9zNtLun4eee+/Hn4V1CCdPD6N4lD6uYUiPR/n4ANWYzYDu+W28/w1aEWGTxWJvHGNlqJGcTz3Ls0jGOxR7jf+vfIvb0Yd6fOogpdUdnSf4ox4/DiRPZniR2RbargiwW8PTEePRRntb2sD+gMsdreHK4TiXU/e+hmBkonMEp/H70hNHcnuCFWS35upVP10pOjeHN3x+ms6vBB3Vq0fbIG1luN3yCMFr8D7Na71J1Mllpku/kqxCiRF2pL7T5k0+I2rcv175SX0gIIcoXSRAJIYpd5u1kV16ch2zIvoZQfvx7+l8eXvIwJ+NP4qw6826PdxnXblyet5PlaYtb/D6cNtyLknwcsBUi1jsuwqzSreCBF0JRHlHuKJpVp87e0/iv+4fu69fz6KZonBIB1l7+l3dm5crs8FU5XqMCe+r58doDr6G+8y64uYOhY7z7LotXvWAvOG40C8GoNRBt6xP2hJ52dBq/Kh6sr1EHl5gMtL93g556+V8KypX306PxyYhljS/gCxin7XEYHvU55fsYVds9jeZUyDpWZUx+t4PmViNMCFF65Ke+UPOhQ2n39NNSX0gIIcoZSRAJIYpc5heUQetD8DwQk+N2soIwTIP3/32fSesmoZs6gb6B/Hjvj7Sp3sYh41+hXFiF9s8QFGs8AKZrDaydf4UKJfcLcqk8otwwIC4W9d13UdavR/nnH5Tkq8e+5/Y3ZtPLC+rWxaxbF7Nevavv160LdeuCpycPrQ+xr0h5tUsv+OjjLGNct2LFpxl6j7WYR75B3T0RxZpINTOJwemX6wedPZznu2a61kBvNhFr7YeIPXSUqmWk1pQjZSkQLoQo8y7u3cuWqVPZM3eu1BcSQoibnCSIhBBF6tqEUG41awoiOSOZIT8PYcWRFQAMbTaUz/t8jpeLl0PGv0I98i3qjmdQTFutHrNCK6ydfgG3mg6dpzTI76ok5wyd1gfPo259F2XHDoiLRTEM2LYt2/5mzZqYTZvyp3mYNRwjsWYl/vfoj3g3DoKKFW+4VetGK1Ky3S6oaBiBT2LU6Ie2/ekstaOyxIYKmhum5sqJ5DhOZVhx96pH67p3Y/o0xfQfBpqbrU6SEEKUUfmpL+TXqBHtn3mG5g8+KPWFhBCinJMEkRCiSDk6IZRZUnoS9y28j7Un1uLu7M7U3lN5uMXDjjmh7ApTRw1/Ge3QVHuTUaM/eofvwSm70silmI8PxMWxxtOTHppmb1uj61c/Jo+rknQdZeVKZv7f73TbfhL3NCuwKNuuZs2amF27YnTtitmlCwQEgKLQNjWOcTNv5cilI2w99AbzW8yntpJ7rai8yvE+uNdG77SEW/4cgxc6SabKpq6TbUkfzQ0UJxLSExm3Yhzzjs2jXoV6bA3eiuHghKMQQpSUE+vWse7NNzn977+59pP6QkIIcfORBJEQokxKTE9kwIIBbDi1AS+LF8uGLOO2Wrc5dpKMBLTND2c9qazR8xgtys4x9pldOcZ+TUgIXUND7W2ZP76hkydRZ81CnTUL5fRp7sqmi+niAhV80d8KzZIQupaPqw/z7p/HnT/eyX9n/6P99PbM7D+TPvX75O+OZZPkupGzqpe9ThGuVTFNk39P/8vM8Jks2r+IpIwkFBSm3TPN4avRyrv81igSQhSPM1u2sC4khOOrV+fYR+oLCSHEzU0SREKIYuWIE43i0+Lpv6A//5z+B28Xb5YPWU77mu0dGCWQfAqnjfehxO0CwFSc0Nt8jhkw0rHzlAUZGSjLl6POmIGyYgWKaWa5Od7DA88BAzC6dkWdOQs8PME0MEeMuOHQraq2YvPIzTz4y4NsP7+d/gv6M+H2CUzqMgknNecfUZm3weU7yXWN47HHGbhoILsid9nbGlRswGudXqNznc4FGrO80IKH0EPX0YKH2BOMNyI1ioQoXSJ37WLdpEkcWrYsxz5SX0gIIQRIgkgIUcxyqh+T17o3calx3LPgHjaf2UwF1wosH7KctjXaOjRGJWYb2t/3oaSeB8B09kG/bQFm1R4OncfhCrCSJlfHjqHOmIH6ww8o585luclUVcy+fTFGjWKzqyvdeva03bDgJ9tqITOb8XIQ4BvAukfWMWH1BL7a9hXv/fMeSw4sYXDTwTzQ5AGaVW523TWFTUBcSVTGNrDQd15fjlw6gruzOwObDGRE0Ahur3W7Y7cqllVxcfRQNTCk5pIQZU30wYNseOst9i1cCGb235R96tbltpdeosWwYVJfSAghhCSIhBClQ5YX/DkkOmJTY7lr3l1sPbcVX1dfVjy4gtbVWjs0DuX0L2hbHkXRUwAwPQKwdloC3o0dOk9R0BfMxwgLQ79B8iTXZFx6Ospvv6FOn466atV1N5t16mCMGIExfDjUqmUbrxAxX+Hi5MKnvT+lU+1OjP1jLAdjDjJ542Qmb5xMY7/GPNDkAQY2GZhtsuiG9ykb4V1CmbB6AqucVrHn0hHqVajHmofXUNOr/BUdF0LcXOJOnGDjlCnsmj0bM4eC+p41atDx1VdpNWIEmsVSzBEKIYQorcpeEQ0hRKkXFhZWqOv1BfNZ06xpli0tMSkx9Jnbh63ntuLn5sfKYSsdmxwyTdQD7+H0b7A9OWRU6oj1jo1lIjl0RV5W1mTb59Ah1FdfxSkgAKehQ7Mkh0xNwxgwAOtvv2GNiMB4/XV7cshRrjxmBjUdxJGnjjCj3wzubnA3Fs3CgegDTNk4hdbftablNy0JXR/Knsg9mJn+Ip7fFUWJ6Yms9FvJnot7qOZRjeVDl0tySAhRpiWeP8/KZ5/l62bNCJ81K9vkkJufH3f83/8xdv9+bnn8cUkOCSGEyEJWEAkhHOraY+2zk9/VHtHJ0fSZ14fwC+FUdq/MigdX0KJKi8IHe4WRjrbtKdTj319t8h+GfsvXoLk4bp7SJi0NZckSRs2di/M771x3sxkQYFst9Mgj4OCaFJkLGWvBQ1B1He3rb9AXzMfH1YeHWjzEQy0eIi41jt8O/cbiA4v56+hf9mTRlI1TaOTXiAcaX11ZlJctYel6OjvO7+DNtW+yP3E/vq6+LB+6nPq+9R16/4QQorgkR0ez+cMP+e+LL7CmpGTbx8Xbmw7PPUe78eNx8ZLC+0IIIbInCSIhhEPl5Vj7vKz2uJJEuph0kT7z+rA7cjdV3KuwctjKHLcZ5ZtpoJxejLYnBCXxsL1ZbzYJo8mr2Z68VS4cOGCrLTR7Nkp0NJlTI6azM+aAARijRmF27w75Pdo4j3WQshQyzqXOzbXJomWHl7F4/2L+PPonEdERvP3327z999v2ZNEDTR6geeXm9mRRUnoSm89sZsOpDfx96m82n9lMitX2AsrD2YPfgn+jeZXm+buPQghRCqTFx7Nl6lS2fPIJafHx2fZxdnen7VNPcesLL+BWseCHQwghhLg5SIJICFEqde/enQuJF+g9tzf7ovZRzaMaK4etpEmlJg4ZX7mwCnX3RNRL2+1tpuqK3n46Zu1BDpmjVElJQVm82JYY2rjxupvNwECM0aMxHnoIqlQp8DQ3OlEsaH0I0emJ+FdLZ8n6kBxXmWXHx9WHYc2HMaz5sFyTRQ0rNqRznc7sitzFjvM7sBrWLOP4uflxe+3befm2lx1/+t1NTlm4iJonTqAFD8EYOBBz0EAg/6sGhRA5y0hJYdtXX/Hv+++TEh2dbR/NYqH1mDHcPmECntWqFXOEQgghyipJEAkhHOraY+wLeqz9ucRz9JrTi4joCGp41mDlsJU08mtU6PiUmK22xFDkmiztRuUu6EHvg69ji16XuN27bUmhOXNQYmOz3GS6uGDedx/TVZVHZ84slhVT0emJaIrK6RusMruRzMmi+LR4lh1axuIDi/nzyJ8cjDnIwZiD9r61vWvTqXYnOtXuRMfaHWlcqTGqIiX4CiJofQie1WJyTO6ZgwZyZs9u9GsShHLsvRCFp6ens3PGDP5+5x0SrzlZ8gpF0wgaPpyOr72GT506xRyhEEKIsk4SREIIhwrvEkqYHkb3Lt2z/TgvziScodecXhyKOUQtr1r8OexPAisGFi6whINoe95EPf1zlmbTpyV6yymYVXuVry1lJ06gjR+P+scf191kNm5sWy00bBj4+eEfFlam77u3izcPNn+QB5s/aE8W7bqwixZVW9Cpdif8ffxLOsRyI7stpJnrSQkhHM+wWtkzdy4bJk8m7vjx7DspCs2Cg+n8xhtUbNCgWOMTQghRfkiCSAjhcNe+WMzPi8czCWe488c7OXzpMHW86/DnsD8J8A0oeDDpsah73kQ9+h2KebXGjekRgN58EmbtwVCeVpMYBupXX6FOnIiSlGRvNl1dMQcOxBg9GvO227IkhMrCi/u8JiEyJ4tE8chST0oI4TCmYbB/8WI2vPUW0REROfZr2L8/XUJCqNLCgYc3CCGEuClJgkgIUWqcTTjLnXNsyaG6PnX5c9if1K1Qt2CDmSbKyXlo4RNQ0iKvNrtUwWj6OkbAKFDL2fG++/ejPfEE6r//2pvMmjUxXnoJY+hQ8PUtweAKR5IQQoibhWmaHPnjD9aFhHAhPDzHfvV69qRraCg12rUrxuiEEEKUZ5IgEkIUypWiw34Wz3wVHL7WlYLUh2MO4+/jz18P/VXwrUEJEWjbx6NGhtmbTM0Do/GLGA2fASfPAsdZKmVkoL7/Purbb6Okp9ub9TFjMKZMAR+fEgxOCCFEXh1fu5Z1b77JmU2bcuxT6/bb6frWW/h36VKMkQkhhLgZSIJICFEoV4oORxei4PDFpIv0mmsrSF3LqxYrH1xZsOSQnoK6/13UiA9RjKuJEqPmveitPgT32gWOsbRStm1DGzMGZfdue5sZGIj+9deYpfDFg5/F03aK2aH0PBcuv1FhZCGEKOvObNnCujff5PiaNTn2qda6NV1DQwno3RulDNeNE0IIUXqVo8IbQojiEhYWduNOeRSdHE2feX3YH7WfGp41ClxzSDm/EqeVrdH2v2NPDpnudbF2WoJ++0/lLzmUnIz6yitoHTvak0OmpqG/+CLWbdtKZXIIbEXLT/f8kJ7nK+Y52ROdnsjphq6FSkKKoqEFD6HH3n1owUNKOhQhyqSoAwdYNGgQ33fqlGNyyK9xY+6fP58RmzZRv08fSQ4JIYQoMrKCSAiRb46qB3Mp5RJ95/Vld+RuqnlUY+Wwlfk/rSzlDNrOF7KcTmYqzhiNnsdo8io4uRc6ztJGWbcObexYlMOH7W1my5ZYv/0W2rQpwchsunXrVtIhiOISF0cPVQNDv3FfIYRdwtmzbPjf/wifNQtTz/75UyEggM4TJ9Js6FBUTSvmCIUQQtyMJEEkhCgRsamx3DX/LnZe2EkV9yqsHLaSRn6N8j6AYUU98hXqnhAU69WVJUblLuhtPgPvJkUQdQmLi0N99VW0adPsTaaLC8brr2O88AI4O5dgcFdJMWkhhMheamwsmz74gC2ffYY1JSXbPl41a9LxtdcIevRRtFLyfV0IIcTNQRJEQoh8cUQ9mPi0eO6Zfw/bzm2jklslVjy4giaV8p7QUaK3oG1/CiX26ukupktl9JbvYvo/lOUI9/JCWbYMbdw4lLNn7W3G7bejf/01NG5cgpEJIYS4EWtqKtu+/pp/3n2XlJiYbPu4+flx+8sv0+bxx3F2cyvmCIUQQghJEAkhillieiL9F/Rny9ktVHSryB8P/kHzKs3zdnH6JdTdb6Ae/Q4F096sB4zGaDEZLHkrelymREaiPfcc6sKF9ibT0xNjyhSMxx8HtfSXkgsLC5NVRTcR2WIoxFWGrrN37lzWhYYSf/Jktn2c3Nxo/8wz3PrCC7jKqZNCCCFKkCSIhBD5Et4llJDVIYSOzf/qoaT0JAYsGMA/p/+hgmsF/hj6B0FVg258oWminJyLFv4ySlrk1Waflui3fIHp1yHfsZR6pokydy7aCy+gZPprs9G7N/oXX0CdOiUYXN4FrQ/B80AMJ/Rl+Fk887zqTJJKpZOfxRPPvTG5nkAnXzchwDRNjqxYQdjrr3Nxz55s+yiaRqtRo+j8+ut4Vq9ezBEKIYQQ1yv9f3oWQpQ6mVcI+Fk80U0DP4tnrtckZyRz38L72HBqA94u3iwfspzW1VrfeLL4A2jreuO0ZYQ9OWQ6eaIHvY+156bymRw6eRJtwACcRoywJ4fMihWxzpyJvnRpmUkOwdUTyDRFzdcpZGvXri26oETe+fiwxt0NLq9qCO8SmvUEumtuF0LYjqyfc+ed/DRgQI7Jocb338+YnTvp+/nnkhwSQghRasgKIiFEvmVeIZCXFSGp1lQGLhrI2hNr8bJ48fuQ32lbo23uF+kpqPvfQT3wIYqZYW82at6H3upDcK9V4PhLLcNA/eYb1NdfR0nMVHh70CD0jz+GKlVKMDhxM9IXzMcIC0PPYVWQvmA+a0JC6BpasHpkQpQn0RERrH3zTSJ++SXHPnW6dKH7229Ts337YoxMCCGEyBtJEAlRxly79aa0b8VJs6YxaNEgVh1bhYezB78F/0aHmrmv+lHOrUDb8SxK0lF7m+lRD731J5jV+xZ1yCUjIgLtiSdQ//7b3mTWqIH+2WeY/fqVYGBFQ+rUlB2l+fuLEKVB4rlzbJg8mZ0zZuR4ZH3l5s3p8fbbBPTujVIOD1IQQghRPsgWMyFKubCwMPv7QetDmHjgZ4LWh9jbSvNWnHQ9neCfg1l5dCVuTm78OvhXbq99e84XZCSgbRmF08b+9uSQqTijN3kFa68d5TM5lJGB+n//h1PbtlmSQ/ro0VjDw8t8csjP4kmtg6nXbUOUpIMQoqxLjYtj7Rtv8GXjxuz47rtsk0PederQb8YMRv33H/X79JHkkBBCiFJNVhAJUcqtXbvW/mI6Oj2R2Iau6Pmo5eIIBVmllKFnMOyXYSw/vBxXJ1eWDF5CF/8uOfZXYv5D2/QIStIRe5tRuSt6m6ng3aTAsZdqO3bgNGYMSni4vcmsXx/9668xu3YtwcAcpzBFzYUQojSypqWx/euv+fvdd0mJjs62j1vFinR89VXaPP44Tq6uxRyhEEIIUTCSIBKiFNOCh9BD19GCh6AvmJ/v2x3hyilUidraPJ9AZTWsPPLrI/x68FdcNBcWD1xM97o5JJhMHTXiQ9Q9k1BMq63JyQu99ceY/g9Defxra0oK6v/+h/rxxyiX/+JsqirGs89ivPkmuLuXcIBC5Ey2B4qblaHr7J03j/WhocSdOJFtHyc3N9qPH8+tL74oR9YLIYQocyRBJERpFhdHD1UDI/uaBje83QHyu2pJN3RGLB3B4gOLsWgWFg5cyJ0Bd2bfOeUM2uYRqBfX2puMiu3RO/wAngEOiL70UTZsQHv8cZTDh+1tZosW6N9+i3nLLSUYmRB5I9sDxc3GNE2OrlxJ2OuvE7l7d7Z9FE0jaMQIOk+ciFeNGsUcoRBCCOEYkiAS4iYXHh5Oo0aNcrzdz+KJ594YEptVzHUc0zRZe2ItH276kD+P/omz6sz8++fTp36fbPsrZ35F2/o4SvrlY9xRMJq8jNH0DVCdC36HSqv4eNTXXkP79lt7k2mxYLz+OsaLL4JzObzPQghRxp3bvp01r7zCiVzq/TW69166vvUWlRo3Lr7AhBBCiCIgCSIhbnLh4eEMHjw459tvUEMmOjma2btn892O7zgUcwgAJ9WJOffN4Z4G91x/gTUZNXwC2tFMiRK3WugdZmFWzrlGUVmmLF+ONm4cyunT9jbj1lvRv/kGmpTT+kpCCFGGxZ86xdo332TPnDk59qnduTM93n6bmh1yP5lTCCGEKCskQSREKVOcx9a33hiKe+0E/MMm4GfxzHONIdM02XxmM9/u+JaF+xaSpqcB4GXx4sHmD/LELU/QrHKz6y+M243TpodQ4vfbm4ya96K3/Rosua9QKpMuXkR7/nnUBQvsTaaHB8bkyRhPPAGaVoLBCSGEuFZafDz/vv8+Wz79FGtqarZ9KjdrRve335ZTyYQQQpQ7kiASopTJfGoZPj6s0XV6FFEiISYjiehAC5qiEp2HGkPxafHM2zOPb3d8y+7Iq3UYgqoG8XibxwluGoyXi9f1F5om6tHvUHe+iGLYfuE2NXf0Vh9h1htR/gpRmybK/Plozz+PkumEG6NXL/QvvgB//xIMTgghxLUMq5WdM2aw/q23SI6MzLaPd+3adJ00iWYPPogqCX4hhBDlkFrSAQghcqYvmM+aZk3tJ5T5WTypdTAVP4tnscZxXjnPk8ufxH+qP0+vfJrdkbtxc3JjeMvh/P3o32wZuYXRrUdnnxxKv4T27xC07eOuJod8WmDt+S9mwMjylxw6dQrtvvtwGj7cnhwyfX2xTp+O/ttvkhzKg6D1IayqFkPQ+pCSDkUIUc6Zpsnh5cv5rk0bVowbl21yyMXbm+5TpvDE3r20ePhhSQ4JIcRNZvr06XTs2JE6depQp04devXqxV9//QXApUuXmDBhAu3ataN69eo0b96cl19+mbi4uCxjnDp1isGDB1OjRg0aNGjAG2+8gdVqLYm7kytZQSREKRG0PoTo9ET8q6WzZH1Ittu9wruEEqaH0b1L0W5BCwsLo0OnDizct5Bvd3zLf5b/YKfttsZ+jRnTZgzDmg/D180313GUqH/RNj+MknzS3qYHPonR8l3QXIvwHpQAw0D97jvU115DSUi42jxwIPrHH0PVqiUYXNmS35PzhBCiIC7s3MnqV17h+Jo12d6uaBptxoyh08SJeFSuXMzRCSGEKC1q1KhBSEgI9evXxzRN5s2bx7Bhw1i3bh2maXL+/HneeustGjduzKlTp3j++ec5f/4833//PQC6rhMcHEzVqlVZuXIl58+fZ+zYsTg7O/Pmm2+W8L3LqtwkiHRdz/JWiLImOj0RVVE51dAVIz3R/lju0qVLlsd15o81E8AEs2CPfdP+ju09Xddp+ufTJO/bxMUthzAu1xZSTZUHmj7AmNZj6Firo73mQo5zmjpaxIdo+99CMW19TGdfMm75GqNGfy5fnO94Syvl0CGcx45F/ftve5tZrRoZn36K0b/83d/8Mk0z18dndo/jK4/NnD4uafIz56obfX2FyKw0PHcSzpxhfWgoe3780f7z71qB99xDtylT8GvYEJDnuih5peG5I0RZk9Pzxrz8vT8+Pj5LLTkXFxdcXFyuG6dv375ZPn7jjTeYMWMGW7du5eGHH+aHH36w31avXj0mTpzI448/jtVqxcnJiTVr1hAREcGSJUuoUqUKLVq04LXXXmPSpEm88sorWCwWh93nwio3CaKjR48CcPjw4RKORIiCsVqtaIpt16duGkRERABQvXp1+/vXaqLrYBpgmDn2yXXOjAxIjycl4SzpiWcJ2L2Icynn7LfXdK/JwLoDSducxhONnoBkOHjwYK5jOmVcpM6Zibgmbba3Jbq35mStd8hIqAYFiLPUslqpPHs21b76CjU93d4cfd99nH3uOQxv7/J1fwsoPT0918dnQzc31qsKXQyTgxER9ufCleeBp+lMhYgEYht6FehxXpTkZw40adKk1H1dROlXEs+djKQkDn//PYd/+AE9hwLUPk2a0Pz556ncrh1RpkmUPLZFKSM/d4TIv2ufN4qi4O/vT/PmzUlMvLpi/eWXX+aVV17JdSxd11myZAnJycm0a9cu2z7x8fF4eXnh5GRLt/z33380bdqUKlWq2PvccccdvPDCCxw4cICWLVsW9K45XLlJEAUEBHDkyBECAwPRZG+4KIOczjqhXk4QKaZBo0aNbnyNpoGmgp5z/7Vr19KtWzcAdENn5h8zSa2ayt+n/ib26EpMa4q9ry01pODiG4Br5WYcvHceqqISuj00T/Go51fivO0xlLSLAJgo6I1fxanxqwSo5ebbDQDKzp22VUM7d9rbjHr1sH75JR7dutGg5EIrdSwWS+6Pn8ULMdeuRenWjUZcfS5ceR7sbTSF0A2hhDxRemoS6brO4cOH5WcO5Ol7gxBXlMRzx7Ba2fXDD2x86y2SLlzIto9XzZp0eestmg0ZgqJKiU5R+sjPHSHyL6fnjWmapKens2fPnutWEOVk79699O7dm9TUVDw8PJg9ezaNGze+rl90dDTvv/8+w4cPt7dFRkZmSQ4BVL68dflCDj+XSkq5ecV25QuuaZp80xRlVuZyzXl6HCuX/1Oy799y3Ruw7wDR5/+PW5xc+ef0P8SnxcOezGNoOHtWw9mrBou6hvLIwV9xdnJFNw2cnZxtXRQl93iMdNTdb6Ad/NjeZLrWQO/wPWaVrpSrZ2RqKurkyagffohyZfuTqmI88wxGSAiKu3v5ur8OcMPHD7a/omS55vLbK9flZYySID9zhCiY4nruHFm5kjWvvMLFvXuzvd3i6cltEybQ/plncHZzK/J4hCgs+bkjRP5d+7y5ssXM29s7S4IoNw0aNGD9+vXEx8fz66+/8uSTT7Js2bIsSaL4+HiCg4Np1KjRDVcilVblJkEkRGkUFhZ29cj6ouDjwxpdp0c2vyhsP7edQ9u+RU+9BAmw4nK7xbTQI7AHHWt35MMLO3FyrYyTxQXDNOhZryfqkT/yF0PiEbRND6Fe2mZvMqrfhd5uGrhUKsSdK32Uv/9GGzMG5dAhe5vZvDn6t99itm1bgpGVbldWsJX0GEKIm0fkrl2sfvVVjl0+ZeZaiqrSavRoOr/xBp5yiIAQQogbsFgsBAQEANCqVSt27NjB119/zSeffAJAQkICAwcOxNPTkx9//BFnZ2f7tVWqVGHbtm1Zxrt40bbjomop+xkka2iFKISwsLBcb1+7dm2hrr8RfcF81jRrir5gvr3Nalh5e+PbdPq+E3rqJRTNBRff+nzY80M2j9zMc+nPsTR4KS/f/jIWrxooagH/CmWko0Z8iNNf7ezJIVNxRm/1IXrHX8pXcig+HnX8eJy6d7cnh0xnZ/SQEKybNkly6AbymyT1s3hS62AqfhbPAo8hhLg5JZw9y+9jxjCtXbsck0OBd93F6O3b6fv555IcEkIIUSCGYZB+uQZpfHw8DzzwABaLhblz5+LqmvW05nbt2rFv3z57UghsrwO9vLxK3VZ9WUEkRCGsXbs2xxeuWvAQeug6WvCQLAmcvF5fEPsu7uOJ5U+w6cwmAFx8A6lQrwemkwtPt38aLXgI8TeIKS+Uc8vRdr6Ikni14JvpGYj11jng27rQ96M0Uf74A23cOJRTp+xtRocO6F9/Dc2alWBk5Vd4l1BCVocQOja0pEMRQpQR6UlJbP7oIzZ9+CEZycnZ9qnSsiV3vPce9Xr0KObohBBClGWhoaH07NmT2rVrk5CQwKJFi9i4cSOLFy+2J4eSk5P55ptvSEhIICEhAYBKlSqhaRo9evSgUaNGPPHEE0yaNInIyEimTJnC6NGjc617VBIkQVQGFfm2JeEYcXH0UDUwiu440oS0BA6qBxm/Yjyrjq3i8CVbwsbbxZtPen3Cy+e3o6oaumlkG1NFZw8irXEoppFltUbOE0ag7XwJ9fwKe5OJghHwGEbLd8DZy+H3scRERaG9+CLq3Ln2JtPdHWPyZIyxY0H2/wshRIkzdJ3ds2ezLiSExHPnsu3jWaMG3d56i+bDhqHK924hhBD5FBUVxdixY7lw4QLe3t40a9aMxYsX0717dzZu3MjWrVsBaNOmTZbrwsPDqVOnDpqmMX/+fF544QV69+6Nu7s7Q4cO5bXXXiuJu5MrSRCVMUHrQ/A8EEOitpbwLra/rkvCqJTKpT4QgLJwETVPnEBZuAhz0MB8D//Tvp8Yt2Icsc6xsN3W5qQ64Z/hz4rRK/D38ef9S4fw3BtDYrOK2Y6xo1MIERERNGrUyF64zc/ied01LmoaavjLqIc+QzGt9najUkf0Vh+Vr1VDpony009ozz+PkmkZqNGzJ/oXX0C9eiUYnBBCiCuOrVrF6pdfJnL37mxvd/bw4LYXX6T9s89i8fAo5uiEEEKUF5999lmOt3Xq1IlLly7dcIw6deqwcOFCR4ZVJKQGURkTnZ7I6YauRKcn2ttuVOdGlIzs6gNlZg4ayBl/f3tyyM/iiW4a19VeuVZ8WjwjfxvJQ0seIjY1lmou1Rh7y1gWD1zM+efOM9g6GH8ff8C2Vafn+Yr2ZGJeZLnGNFCOfc8rzWaiHfzYnhwy3Wph7TAbvdua8pUcOn0a7f77cXr4YXtyyKxQAeu0aei//y7JISGEKAUu7t3L/H79mHfXXdkmhxRVpdWoUYzdv59Or78uySEhhBAij2QFkRDFKLfVXleSOCEbcq69svnMZob/OpyjsUdRFZVXbn+F1zu9jrPmnG3/69xgVVMWseFo259Gjd5k/0Zhqi4YjV7AaPwSOJWjX7h1HWXmTLRXXkGJj7c3G/ffj/7JJ1CtWsnFdpOSU8uEENdKPH+e9W+9RfiMGZiGkW2fgN696fHOO1Rp3ryYoxNCCCHKPkkQlUOy5ax0ym57YF6ZpsmXW7/kxVUvops6dbzrMKv/LDrV6ZSlX3bb1jK/0NYXzMcIC0PP7fFhTaRvtdU4rXoPxbxaP8moeR960P+BR918xV5qJSWh/PUX6rJlKMuXo0RF2W8yq1VD//RTzPvuK8EAb27yPUwIcUVGcjKbP/mETR98QHpiYrZ9Kjdvzh3/938E3HlnMUcnhBBClB+SICqHHH0ylnCM6PREYhu6oqdn/8vtFdeunEizpjF+5Xhmhs8EYGCTgXzZ90squFa47lpz0EDO7NmdpabRtY+FHB8bpolydinajufoXOk0mJebvRqit56KWbUcnPpy7hzK8uWov/2Gsno1SlradV2MESPQ330XfH1LIEAhhBBXpCclsW/BAjb8738knDmTbR+PatXoGhpKy0cekQLUQgghRCFJgkiIUiZzAud84nkGLx7MpjObUBWVt7u/zXMdnkNRFIfOqSSdQNv1POq55fY2U3XBaPIqRqMXQCtdxy/mmWnCvn22hNCyZahbtmTfzdMTs1cvjCeewJStTUIIUWJM0+TUxo3s+uEHDixenOOKIWd3dzo8/zy3Pv88Fs88nMIphBBCiBuSBFE5owUPoYeuowUPybE4snCMov5cbzu3jYGLBnIm4Qw+Lj78eO+P9K7f27GTGBlUvjgTy4FvUfQUe/PBhHrUG7wcPOs7dr7iYJoomzejLF5s2z525Ej23WrUwLjnHsx77rElhVxdizdOIYQQdrHHj7P7xx/Z/eOPxB49mnNHRSFo+HC6TJqEV40axRegEEIIcROQBFEpl+96QnFx9FA1MPQb9xWFk83nOrevV3bHx+dUiHfOnjmMXT6WVGsqjfwasXjgYhr6NXRo+MrFjVi2j6NG/D57m+laHb3Vhxw/VJF6ZS05dPEi6o8/os6ciXLgQLZdzBYtbEmh/v0xW7cGVQ5yFEKIkpKelETEL7+wa/ZsToSF3bB/3Tvu4I5336VqUFAxRCeEEELcfCRBVMrdqJ5Q0PoQPKvFsGR9SL4LHwvHy+3rFd4llJDVWU8ou7avbui8HvY6H23+CIC7Au/i+/7f4+Pq47gg06LQdr2GenyWvclExQh8EqP5JHD2pnttx01XpHQdZdUqW1Lot99QMjKy3GxqGmaXLpj33INxzz1yTL0QQpQw0zSJ2r6dIx9/TEQuW8iuUFSVgN69afvkkwT06uXwLdZCCCGEuEoSRGVcXgsfi5Jx7Qqh3I7uvpRyiUd+fYSVR1cCMOH2CYR2CUVT81d0M7c5lBNz0Xa+gJIebW9Ldm2Kdts01Ept8zVPiTp5EnXWLNTvv0c5deq6m41OnTAefRSzXz8pNi2EEKVA3IkT7P7xR3bNnp37FrLL/Bo3Jmj4cJoNHSpbyYQQQohiIgmiMubabUrZbVsSJSO71Vx5PUHsQNQB7l90P4djDuPm5MZ393zH4KaDCxRHtnOYOuquV9EOfnK1yckba7O3OJTRmUa+TQs0V7E7cwZt8mSUWbNQ9KzbKM0qVTAefhjj0UehUaOSiU8IIYRdamwsh5Yty/MWMtcKFWgaHEzLRx6hetu2slpICCGEKGaSICpjrt2mlN22JVEyCrqa6/dDvzN86XDi0+Kp7V2bRQMX0bpaa8cFlhGHtukh1PMr7U1G7cHoQe+jW6pARITj5ioqMTGo77+P+sUXKKmp9mZTVTH79MEYMQLzrrvA2bkEgxRCiJubaRhcCA/nyIoVHFm5kjObN2PquddEVFSVgF69aPHwwzTs1w8nOTBACCGEKDGSICqDcttCJMoO0zR579/3eHPtm5iYdKrdifn3z6eKRxXHTZJ4GKeN96Ek2JJApuKE3mYqZsBo2+03+MW9xCUno37+OeoHH6DExtqbTS8vjPHjMUaNglq1Si4+IYS4yaXExHD0r784+uefHP3zT5IuXMjTdRUbNSJo+HCaP/igbCETQgghSglJEJViV7YsTV/1An4Wzxy3LUnCqPjk+1S5HCRnJPPYssdYuH8hAGNaj+GjXh9h0SyFHvsKJTIM7Z8hKBmXADAtFdFvW4BZpavD5igyGRm2GkOTJ6OcO2dvNi0WjCefxJgwASpVKsEAhRDi5mQaBue2b+foypUcWbmSs1u2YBpGnq51rVCBJoMH4925Mx0eeAAnJ/k1VAghhChN5CdzKXZly5J2+f2cZElY+PiwRtfpoeWvsPHNoLDJnaD1IXgeiCFRW1uoE+NOxp1k4KKB7LywEyfViU96fcKYNmMKPF521CPfoO54FsW0rRAyvZtg7fgzlPaj6w0DZfFitJAQlMOH7c2mqmI+/DD6G29AnTolGKAQQtx8kqOiOPbXXxxZuZKjf/1F8sWLeb5Wc3Ghbo8etBg2jIb9+6M4OxMRESH1hYQQQohSSBJE5Yy+YD5rQkLoGio1ia517RH0+U0YOeLEuI0nNxL8czAXky9S2b0y8++fT+c6nQs83nWMDNSdL6Id+epqU7W+6LfOBmdvx83jaKaJsno16sSJqNu3Z7nJ6N8f/a23oGkZKaQthBBlnKHrnNu2jSMrVnB05UrObt0Kppnn630DA6nfuzf1e/emTpcuOLu722/TS/vWZiGEEOImJgkicVPI7oSxaxNG2XHUljKA77Z/xzN/PoPVsBJUNYhFAxfh7+PvkLEBSD6F9t9o1MirJ8XoDZ/DaPk2KKV3RZmydSvq66+jXnPCjdGlC8aUKZgdOpRQZEIIcfNIiozk6J9/cmTlSo6tWkVKdHSer3Vyc8O/Wzfq9+5NQK9eVAwMLMJIhRBCCFFUJEFUDklNouvld/WPFjwE4uJQPT3Rvv4GfcH8As+drqfz/J/P8+2ObwEY2GQg3939HR4WjwKPmYVp2LaU7X4dxWq7f6bijH7Ll5j1hjtmjqIQEYH25puov/ySpdkMCkKfPBmzVy+QLQhCCFEkDF3n7JYttm1jK1dybvv2fK0SqtiwIfX79KF+r17U7twZZze3IoxWCCGEEMVBEkTlkKNWvNzU4uJA1eiRnAJGwZfDRyZFMvTnoWw4tQEFhbe6vcWE2yY4rvZC/D60rWNRo/+1N5mu1dBvm49Z6XbHzOFop0+jTZ6M8v33KJm2GpgBAeiTJmEOHgyqWoIBCiFE+ZR47hxHL9cSOrZqFamXLuX5Wmd3d+p2707A5a1jFerVK8JIhRBCCFESJEEkbgp+Fk8898aQ2KxitrcHrQ+xFwL3s3iyxwFz7rywk4ELB3Iy/iReFi9+GPADdze42wEjA3oa6oH3UPe/i2Jm2JuNeqPQW74DlgqOmceRYmJQ33sP9csvUVJT7c1m1aoYr7+OMXIkWBx3ipsQQtyMTMMg7sQJoiMiiDpwIMvblKiofI3l17ixbZVQ797U7tQJJxeXIopaCCGEEKWBJIhKsStJjRMNLPhZPEs6nDItvEsoIatDCB2bffHu6PRENEW1v19YB6IO0GtOL2JTYwmsGMjigYtpUqlJoccFUKI3oW19HCV+v73N9AxEv+Wr0nmEfVIS6uefo37wAUpcnL3Z9PbGePFFjKefBg8HbbcTQoibhDU1lZiDB4mKiCA6UyIo5uBBrJmS8Plh8fS0rRK6vHXMx9+BdfKEEEIIUepJgqgUC+8SSpjuuCLJN5trC0wXV20mIyOF+xbeR2xqLB1qdmDp4KX4uvkWfuCMBNQ9b6Ae/goFW50IU9EwGr2A0fR10EpZ/YeMDNSZM1EnT0Y5f97ebLq4YDz5JMaECeDnV4IBCiFE6ZcSE5NlFVD0gQNEHThA7LFj+aoZlJPKzZrZikv36UPt229Hk5WcQgghxE1LEkSlnCSHCu7aU8oyv68FD6GHrqMFDylUAeprmYZO3OHlRCWcpa5PXRYPXOyQ5JBy9ne07U+jpJy2txm+t6C3/RoqBBV6fIcyDJRFi9AmTUI5fNjebKoq5vDh6BMnQu3aJRigEEKULqZhEH/qVLbbwpIjIx06l4u3N3V79KB+nz4E9OqFd61aDh1fCCGEEGWXJIjEzSkujh6qVqgC1NcyTZO442vISDiLl8WLXwb/QhWPKoUbNPUC2s7nUU8tvDqP5o7RfBJG4DhQS9FT2DRRVq1CmzgRZceOLDcZ996LHhoKTRyzzU4IIcoia1oaMYcO2VcCZd4WlpGc7NC5XCtUwK9xY/waNaLS5bd+jRtToV49VE1z6FxCCCGEKB9K0atLIcoYHx/W6Do9Lv+inXx+OykX9wEKc++bS7PKzQo+tmminJiNtvMllIyrp8wYVe9Ev+Vz8Chdp8coW7agTpyIunZtlnaja1eMKVMw27cvmcCEEKIEpMbGXl0FdOVfRASXjh3D1B33hwkA79q1s00EeVSp4rgTM4UQQghxU5AEkXCIa+v95Pf2knZdQXAfH4iLY42npz0BdC19wXzWhITQNTSUJRFLSDr1DwCe/p3pXb93wYNJPIq27SnUyNX2JtNSEb3VB5h1hkFp+oX/wAG0N99EXbIkS7PZqhX6lCmYPXuWrniFEMJBMlJSiD12jEtHjhB79Cgxhw/bt4UlZaq75giqszMVAwPtyZ9KjRrh16QJfg0bYvGUQyyEEEII4RiSIBJZaMFDIC4OfHzyXJtHCx6CqutoX3+T4zXX1gMqavmtMXTtKWd6F1v7lQQQXE0iJTaraL+uW7dubD+3neG/DgfAvWpL3KsWsCaQYUU9NBV1byiKnnK1uc4Q9KAPwLWQ29Uc6dQptMmTUb7/HsUw7M1mYCD6pEmYAweCqpZggEIIUXipcXH25E/s0aNcOnKES5ffJpw54/D5XLy9c9wWpjk7O3w+IYQQQojMJEEksoqLA1Wzvc3HNY6u51NoN4rpmu1heXFtEgmgYduGdJzZkRRrChafOnj7d8XIZYycKOf/QgufgBK/195mutVGv+VzzOp9CzBiEYmORn3/fdQvvkBJS7M3m9WqYUyciDFiBMiLGCFEGWGaJkmRkbbkz+HD9uTPpaNHuXT0KClRUUUyr1fNmvbkT+ZkkGf16rItTAghhBAlRhJEosgV1YlhhZF5e1hBJaUncf/C+zmbeJYmlZpwsU5nFEUFMx8pori9aLteQT2/0t5komAEPoXRPBScvQocn0MlJaF+9hnqBx+gxMfbm00fH4wXX8QYNw48PEowQCGEyJ6h6yScPn01+ZNpFVDs0aOkJyYWybyqkxO+9etnXQ10eVuYi7d3kcwphBBCCFEYkiASRa80rjDCtj2soAzT4NGlj7Lj/A4quVViyeAl3Ltr1nVb0HKUegF171uoR6ejZFpzZPi2xWj9MaZfhwLH5lAZGagzZqBOmYKSqaaG6eqK8eSTGBMmQMU83F8hhHAwa1oaKdHRpERHk3z57ZV/SZGRxB47Rszhw8QdP46enl5kcXhUq4ZvQAC+AQFUbNjQngzyrV8fzWIpsnmFEEIIIRxNEkQiT0p7kemCKMz9eWPtG/x68FcsmoVFAxdRr0K9bLegXUdPQT04FfXAeyjWBHuz6V4HvcX/MGsHg1IKavcYBsrChWiTJqEcOWJvNlUV89FH0SdOhFq1SjBAIUR5kpGcTHJUVNaET0wMKVFRpMTE2G6LicmSBCqqlT/XUlQV79q18a1fnwoBAVS85q0UiRZCCCFEeSEJIpGrK0WrVU/PXItQlwd5WVHUrVs3ftj1A+//+z4A39z9DbfXvv3GgxtWlFPz0fZMQkk+aW82nTwxGr+M0XA8aG4FDd1xTBPlzz/RJk5ECQ/PcpNx333ooaHQuHEJBSeEKO1M0yQ9ISHrqp6oKJKvSe7Yb7ucBLKmppZo3JrFgk/dulQMDKRCQAC+9evbVgXVr0+FunVlJZAQQgghbgqSIBK5u1y0ukdySqnbIuZoeVlR5FTfibFzxwLwasdXGdZ8WO4X6Cmox2ahRnyMknzc3myiYgSMwmj2JrhWLUzYDqNs3ow6cSLqunVZ2o3u3TGmTMFs27aEIhNClATTMEiNi8u6iidzkieHFT5GRkZJh54ti6dn1uRPYKB9a5hXrVqo+Ti0QAghhBCiPJIEkchit3siqyvGoqNjbv4YreZJFEVFARTDwPzvcyyahbsC76KWdx63GBXgxLBCK4I5D8ccZtDiQWQYGTzQ+AFCuoTk3Dk9FvXI16iHPkNJu5jlJqNqL/Sgd8GnucNiKwyXo0dxfvNNtKVLs7SbrVujT5mCeccdIKfqCFEuZKSkkHDmDAlnz5J4+W3yxYv25E5yphU+qTExmEZBzmUsZoqCm68vbhUr4lapku2tnx8+derYE0EVAgLwqFJFTggTQgghhMiFJIhKmKNr+ySlJ2E1rHi7eOf5F+GUjBQWHVjEtB3T+Lft5qs3rH4Z6l/T+a/nAfB19WVm/5ncFXjXDcd3xIlheZH5c+noOS8mXeTen+4lJiWGttXbMr3fdNRsagX16tISdddrqEe+RbHGZ7nNqNYbo/FLmJW7OCSmQrt0CaeJE2k0fTpKpheBZmAgemgo5gMPgFoK6iEJIW7INE1SoqNJOH2ahLNnbf8uJ4Ds7585Q+qlSyUdaq4UTbMneNz8/HDPlPRxr1TJ3u7m52dvc/X1ldU/QgghhBAOIAmiErZ27dosCaLCJIx2R+6mx+wexKXF4eHsQXWv6tTwrEF1z+rU8LK9re5ZHSfViZPxJzkRe4Ljccf59/S/XEq1vWhwMhVuia9CA90Fo0snWL0GUwETMDExunZhf9R+9lzcw70/3csrt7/CW5jc6FfzwpwYllfXfi4dNef+qP3c+9O9HIs9Rm3v2iwetBh3Z/esnRKPoEZ8TNfY71Fi0uzNJipm7QfQG70Ivq0dEk+hmSbK7Nlor76KcvHq6iazenWMiRMxHn0UnJ1LLj4hRBZ6evp1iZ7MCaDEy7fpaWk3HqwYqc7OtqROpoSPm58f7te8zfzP1ccHRRLTQgghhBAlQhJEpcy1SY68ikuNI3hxMHFpcQAkZSRxOOYwh2MO5+l6fx9/RrUaxaNBj/LV+18RennljfZlX1Avp38MHf2TOaTr6UxYNYEvt33Ju/+8y38tfJkTEUTl9JzTRCVxApoj5jyuHKfL912IS4sjoEIASwYvobpn9asdYsPRDnyAcmphluPqTdWCUfcRjEbPg2dgoeNwmL170caPR92wwd6ku7tjvPIKjB8P7u65XCyEcCTTNEmNjSXhzBl7kidL8ifTFrCS5uTqmnUlz7Urey4ngTLfZvH0lC1dQgghhBBliCSIygHDNBi5bCSHLx2mjncdwh4JI11P52zCWc4mnOVc4jnOJZ7jTMIZziWcI8PIwN/Hnzo+dajrU5dGfo3oWLsjmpq3JfoWzcIAywBuG3AbTyx/gtW+l7il9b/M39+cDpf7OHrrXEmYuXMmC5wXYKQZ3FbrNhY9sIjKHpVtN8YfQNv1Cuq55VmuMZ08MeqPwWgwHtxqlEDUOUhKQp08GfXTT1GsVnuzfv/9HHj8cep36YImWzSEcBhD10k6f574zCt+Mm3/ulL/JyM5uUTis3h64lmjBl41a+JRpUrW7VuZkj5X2p0leSyEEEIIUe5JgqgEBa0PwbNaDEvWhxDepeC1ct7/931+O/gbFs3CggcWUNu7NgD1fW0FhMLCwnj2jmcdEbLd2rVrCQ0NpUWVFgz59HYOuCfTveV2/m/LZ3yXchGvA5dI1NYW6n6VFMM0mLh2Ih/8+wEoENw0mO/u+Q5XJ1fQU1EP/B/q/vdQzKsn9ZiWShgNn8ao/wRYfEsw+uspS5eiPf88XRYc1AABAABJREFUysmT9jazfn30Tz/FescdWCMiSjA6IcqejJQU4k6dImrrVqzbt5N0/vzVFT9Xtn2dO1cyBZ4VBY+qVfGqUcP2r2bNq28zve/i7V38sQkhhBBCiFJNEkQlKDo9kdiGrujpiQUeY/Wx1YSss52mNbX3VG6pfst1fQq6bQ0AHx+Ii2ONp6f9RLBrE1ubdrRjTMMIfqp8nhdWvYBLxUAq1L8TM5f75egVRldi+n3d62y99XmwJoBpgOYGTu6guYN647o6yRnJjFg6gl8ifgHg9U6v82bnN1EUBSVyHdq2J1ESD9n7m+51MBo9j1H3Uds8pcnx42jPPYf6++/2JtNiwZgwAWPCBHB1BV0vwQCFKF3sW76urPS5Julz5f2UmJgSic/Jze1qkufyP8+aNfHOlPzxqFYNTWqICSGEEEKIApAEUSmS3xVF5xLP8fCShzFMgxFBIxjZauR1fbTgIfTQdbTgIegL5uc7pivXZD4R7NrElpfuxNyIFnSM8+aFhkdJizlMVHI0PoF9cxzXnrQyMmzJHGsiZCSgWBNtH2ckgPXyx5ffx5qY6eNE4qNP4+OugjWRjSkX8KyUjiXSgKXvZzun6eSN6XcrZqXbMCt1xKzYDpw87LefTzzPA4se4L+z/2HRLHxz9zcMaz4M0qJt28mOf391LMUJo9ELGE1fsyWhSpP0dNSPPkJ95x2UlBR7s3HnneiffAINGpRcbEKUEEPXSbpwIetWr8tv48+cIfHMGeLPnMGa6TlTnNwrV7av7vHMtPrH+8rHNWviWqGC1PQRQgghhBBFRhJEZdj//f1/RKVEEVQ1iE97f5p9p7g4eqgaGEW7UkRBYdzZ2rR+axrd5vVFT71EzL6fWFS3M4PVkyiXtl9OACXAmSNMCrTiNP//ULSCb8GoAHD5JPmKeYnRGo9y4U+48CdgS/KYFVqR6nsL/6VbeHHHz2yNPYOfmx8LH1hIp9odUU7MQdv5Ekp6lH0cw+9W9Fu+BJ/mBY69qChr16I9/TRKpm1jZvXq6B98gDlwIMiLS1EOWVNTr6vzc6X2T+KVBNC5c5glsGJOs1jsCZ6ctnx5Vq+Ok4tLsccmhBBCCCFEZpIgKkXCu4QSsjqE0LF5Wz00fef/s3ff8THffxzAX9+77L0kQiSESBB7liL2qLZKiyq6tFWqfrZSQltaarQ1WtVJiypKqV1qb2ILESMRGbL3JXff3x+Rr1z2Xe5yl8vr+Xgc9x33+X6+37vPd7zzGT8CABb1WJTXP44elXfI+A5eHeAS+CpS7uxFP2UEulx7H/LCvzI7wEJH+RLl1oCZPSJyFcjKliPV2hotXQMBMztAkAHKTECZBSgzIKTdgZAVLX1WEHMhJJ6DTeI5dAVwtgaQ4iqDhaM7LB6uAMLnQhZ35Om2zBygarYAKt/ReWkbk5gYyKdPh2z9emmWKJNB9cEHUM2ZA7C/EaqCFGlpSIuORnpMTN7/sbFIfzKd+ujR0yZf8fEGyZ+ZrS0c69RRq+nj4OWlFgCycXPjsO1EREREVCUwQFRFLT21FNnKbDzj9QyCfIL0vj1N+guqJVfiVy9z9M8pukyUWQLpKiDXDMiRQ/RrCpjZA+Z2gJk9xALvYWYP0dwuL9ijNp33ft78JQie9ykAwBNAcHAw5s2bh+LqCKhEFc5EnsaJW78jKWIn6uZG4VkroEmhP9o7yFRA6o28V8HPew2GssVSwNoTRkWphGzNGshmz4aQnCzNVrVvD+Xy5UCLFobLG1ExcrOy8gI+MTF5wZ7YWCkIlP/KX2aoEb4AwMbdHfa1auUFfgr28/Ok1o9NzZq49+gR/P39OQIgEREREZkEBogMyNXCDnbXEpDWpDwNpJ6KTY/F9xe+B5DXibLx9EkhQnZnNY4m/w4HKKS5BzLNMDYmF3VrB+GvoTth/dyLwJNmb8o9u7Xemgrqf5UvqZbTldgrePPvN3E59rI0Ty7I0dm7MwZ7BeFFV3fUygqHkHgBQvpdIOMBBDEvzCTaeEPZ8muItZ7TOp/6Ipw/D9kHH0B2/rw0T3R2hnLBAohvvgmw1gJVEmVODjLi4orU9CkuCJRdIJBpCDIzs7yaPiXU+LGvXbtcTb6USiXw6FEl5ZqIiIiISP8YIDKgS13m4ZDyELp10Ww0r2WnlyEzNxNtPNugV71eespdyYoEthwdcdo2ER3aXoLswkHkN2aKE6zh3O57OJj74dHvPXH73n94Z+c7WAtRCu0kZCZg2r/TsOv2LtR3qY/WNVujlWcrtPZsjQDXAMhl5f/LfOFaTipRhW/OfIOP//sYCqUC9hb26NegHwb4DUAf3z5wtn46HL1aT0iqnLwgkSIJomMgIDeyvkGSkiALDobsu+8giKI0WzVqFJSffw7UqGHAzJEpykxMRMKtW4gPDUV8aChSIiPVgkCZ8fFAgd+ioZjb2kpBHof8vn7yA0BP/rd1d2eTLyIiIiKiYjBAZGCaDvX+OOMxvjv/HQDD1R5S6ytJmQVxdgDaXvsCguxpmGWDRWPMte6Eq95D0RLAH4P+wIubXsSGaxvgVc8HX9z3x06XxxizpiUepeX9Ff7xw8c4/fC0lIaNuQ1aerREK89WeUGjmq3R0LUhZIKsxBHfRFFEqiIV95LvYer+qTh0/xAAoH+D/ljdfzU87DzK3kGZOWBXH4Z/3C1EFCFs3Aj5tGkQYmKezm7cGMoVKyA++6wBM0dVnSo3F0n37iE+NPRpMOjWLcTfuoWM2FiD5s3cxgZ2np6wdXeHrYcHbGvWhJ2Hh1qTL3svL1g6OBhRjUoiIiIioqqFAaIq5psz3yA9Jx0tPFqgf4P+BstHUFAQhLijkJ9/H0LqLeRXCRLtGuBN83a4ftse8gJN53r59sJ3/b/D6J2j8WWd+zjlkIyjjklAGtDQpSG+7PklkrKTcOHRBZx/dB4Xoy8iPScdxyOP43jkcSkdewt7tPBogXuKVMgsZVDeyMDzURcQmxGLuPQ4xGbEQqF82rzNxtwGX/b4EqNbjq7aD443b0I+YQJkhw5Js0RbW6hmz4Zq/HjA3NyAmaOqJCspKS/wc/MmEm7dwuMnAaGEsDCocorpOExP5BYWUqDH1t0dtjVr5gV/PDzy5tWsCVt3d9jVrAkLO7tKyxcRERERUXXFAJGRKW20sMTMRKw8txIAMPPZmVoHPA4dOqRxzSU1ikT0tN8E2X8/SrOUogxoNBWqxjOxRm6N4KNFR2Mb1WwUolKjMOfwHBx1TIIgAv/rMBFzu8yFtbk1AODVJq/mpadS4lbCLZx/dB4XHl3AhegLuBh9EamKVByNOKqW7t74m0WyaGtui/a12+ObPt+goWtD7ffV0DIyIPv8c8iWLoVQ4OFd9eKLUC5dCtSpY8DMkbFSKZVIvncvLxCUXxPoSSAovUDtM10T5PKntXzyAz2Fgj35y6ycnKp20JaIiIiIyMQwQGRkSgvcrDi3AqmKVDSp0QQvNHxB6238999/WgeIhEe7IT/7LoTspw+ZKpd2WHG6KcYO+bTMz0/vOB25a3/GYackfHrXFx1mLQRQNGgll8nRyK0RGrk1woimIwAAuapc3Hx8ExeiL2D82RWQyWSAmRW+bv4WatjUyHvZ5v1vY26j1f4ZE2HXLsj/9z8I9+5J88S6daH86iuI/Q1Xe4yMR1Zycl5zsJs31YJBiWFhUCoUZSegAZmZGZx8feHm7w+n+vVhl1/7p0AQyMbVlf37EBERERFVUQwQVREp2SlYfnY5AGBmp5mQCZX8ECYqIbs2D/IbXzydZWYHVdPPoKr/HmKOfFKuZARBQPB9XyDiyShmQF5/QjcTkCb/T60/ocLMZGYIdA9EoHsgZsZeglyQQSmqMKrZqArunJGJiIB80iTItm+XZonm5lBNngzVjBmATdUPflH5qZRKJN+/r94v0JP/06Ojdb49a1dXuPr7w7VhQ7g0bCi9d/L1hZxNGYmIiIiITBYDRJVM2+Zdq86tQlJWEvxd/TEoYJDW25cPHYbuSiXkQ4dB+cfG8uUpKwby06Mgi33a/42qZj8oW68AbCrexClekYakhlZQKtIqnFaVlpMD2TffQPbZZxDS06XZqm7doPz6ayAgwICZI33LTkmR+gaKv3VLCgglhIVBmZ2t020JcjmcfX2l4I9rQEBeMKhhQ9i4uel0W0REREREVDUwQFSJyltTprA0RRq+PvM1AOCjTh9pNPR7EcnJ6C7Lq72Tr7QmZ0LcMchPvQYhK2+kMVGQQ9V0PlQNJwIF+g8p3HdSaX0pUVHCsWOQf/ABhOvXpXmihweUixZBHDZM7VhT1aVSKpHy4EGxfQOlPXqk8+1ZOTvnBYHyA0H+/nBp2BDOvr6QW1jofHtERERERFR1MUBUibStKbP6wmrEZ8ajgXMDDGk8RE+5eyooKAgQRchuLYPsyiwIYl4wSbTyhLLD7xBrFB1OvXCAqUKdYEMHHWlXFXFxkH/0EWRr10qzREGA6v33oZo7F3ByMljWSHvZqalPm4QVCAQlhoUhNytLp9sS5HI416uXF/wpEAxyeVIbiB1BExERERFReTBAZOQycjKw7NQyAHkdPJvJ9P+VdevUEvITr0AW9bc0T1UjCMoO6wArD71vXz50GGRKJeQLFwGOjlJTOJOiUkH46SfIZ82CkJj4dHbr1lCuXAm0amXAzFF5iCoVkh88UBsqPj8YlBYVpfPtWTk5SbWBCvYN5Fy/PmsDERERERFRhTFAZOR+uPgDYjNiUdexLoYHDtd5+s2PBMOuZgK2HQnOa/aWeBFmJ1+FkB4uraNsNAOqJsGAUIGmbZrIbwYnkwPJyZWzzcoUEgL5+PGQnT4tzRIdHaH67DOoRo8G5JV0nKlcslNTkXD7NhJCQ9UCQQlhYcjNzNTptgSZDE6+vmrNwfIDQTY1arA2EBERERER6Q0DRBWkz6ZQWblZWHJqCQBgWsdpMJfrfgQhqdlbdiqE8J8gvzgBgiqvQ1zR3BnK9j9D9OSQ6jqRkgLZvHmQrVwJQaWSZquGD4dy4ULAQ/+1s6h4xfUNlHDrlt5qA1k6OhbfN1D9+jCztNT59oiIiIiIiMrCAFEFldbBc2GuFnawu5aAtCYu5Vr/55Cf8SjtEeo41MHIpiMrks1SWYs5mJ9xEGbnV0jzVM6toXxmA2BbV2/brTYUCsh+/BGyBQsgxMRIs0V/fyiXL4fIDr0rTVZycl7g58lIYfmBIL2MFCaTwalePbVaQPmBIFt3d9YGIiIiIiIio8IAkZ4VrGF0qcs8BP8bjHnvlz2CWXZuNr48+SUAYEqHKbA000+tAl9lIn5M343GynhpnrL+GKiafwnIWZOhQlQqCH/8Afm8eRDCnzbZE62toZo5E6qJEwH2HaNzqtxcJN27J40OVjAQlF4gQKcrlg4ORZqDufr7w7lBA9YGIiIiIiKiKoMBIj3TpIZRQeuurENkaiQ87TzxZos39ZAzQIjcgn0pf8AeOQAAUW4LZZtVEL1f1cv2KqL5kWDEK9LgamGX11eSMRNFCHv3Qv7xxxAuX1ZbpBo8GMrPPwfq1jVM3kxIRny8FABKyB8p7NYtJN65A1VOjk63JchkcKxbt9i+gWw9PFgbiIiIiIjIRP3444/46aefEBERAQAICAjA1KlT0atXLwBAVlYWPv74Y2zduhUKhQLdu3fH4sWL4e7uLqURERGByZMn49ixY7C1tcWwYcMQHBwMMzPjCskYV25MTJEOoMspR5mDRScWAQAmd5gMKzMr3WZMpoLQ9hbMTr4K+yezQmXO8O15CHBorNtt6Ui8Ig1yQYZ4RZqhs1Iq4dQpyGbNguzoUbX5qp49ofr0U4itWxsoZ1WTMicHiXfuPA0EFagRlPn4sc63Z+XklBf8eTJMfP7/Lg0awMxKx+WQiIiIiIiMXq1atRAcHIz69etDFEVs2LABr732Gg4fPoxGjRph5syZ2LdvH3755Rc4ODhg2rRpGDlyJPbu3QsAUCqVGDp0KDw8PLB3715ER0fj/fffh7m5OebMmWPgvVPHAJEeSR1AaxjUWH91Pe4l34O7jTtGtxyt20zZZkHofhWC+9PRwf6yaIhJNt1wq7KCQ46OOKhUonsFRuvStD8nvbt2DfI5cyDbsUNttqp1a6jmz4fYvbuBMmb8RFFERlycWgAov0ZQ0t27UOXm6nR7glwO5wJ9A+UHglz9/TlSGBERERERqenXr5/a9OzZs/HTTz/h3LlzqFWrFn777TesWbMGXbp0AQCsWLEC7du3x9mzZ9G2bVscPHgQoaGh2LZtG9zd3dG0aVPMnDkTc+fOxYwZM2BhRN2OmEyASKlUqv1fWURRVNvmf//9h6ACnQ6LT/7PX6dLly6l5jFXlYsvTnwBAJjQbgIsZZYV2ie5+CQXIiBG7YXw4hkI1k+alMksMN2qI9ZZNoMKYqUdO+X63/HvvHl4NjgYeLLNgsdJyvOT/5TFrHOh0xz8l/MfgjoFVfp3rub+fZjNnw/577+rj0zm54fcuXOheuklQBCk/TQ2lVlucrOzpdpACbdv5/3/JCCUnZSk8+1Zu7rCxc8vrwbQk/9d/f3hVK8e5CWchFUFvkOi0hjqmkNU1bHsEGmHZYdIcyWVG1HMe7JMSUlR++OwpaUlLMvoQ1SpVGLbtm3IyMhA27ZtcenSJeTk5KjFABo2bAgvLy8pQHT27Fk0btxYrclZjx49MHnyZNy8eRPNmjWr6K7qjMkEiMKfdAIcFhZWadtsOPNjBMkEiINfwa0FnwEA9u/fD09PTwBAbm4u5IIMSlGF0NBQAICnp6f0vjj/RPyDO4l34GThhG523UpdtzwaKZUAlJC1uAfz4y9AsM4rDGKqJW43/xE/xh2HXKlUy2NlUCgU0vbsRHM4haYiqaE9QkND8/IsPnlQV4kIDQ3V6ljqkzwxER4//ADXTZsgK9DfTU6NGogeMwYJL74ImJkBt24ZJH+a0lW5EUUR2Y8fI/XePaTdv4+0e/eQdu8eUu/dQ0ZUFKDjAIxgZgbbOnVg5+MD+7p1YVe3Lux8fGBXty4snZ3V8wbgMYDHd+/qNA9UvVXmNYfIlLDsEGmHZYdIc4XLjSAI8PHxQWBgINLSnrb2mT59OmbMmFFsGteuXUOfPn2QlZUFW1tbrFu3DgEBAbhy5QosLCzg6Oiotr67uztingyQExsbqxYcAoAaNWoAgLSOsTCZAJGvry/u3LmDBg0aQF6BpkuasMjMRC+5DFCq4O/vnzfPwkJ6bxZlBpkggyA+XV4apUqJtUfWAgAmdpiIlk1aVjiPZrZKCN2uQ6j9dJQyMcIN4n+N4f36YJgdOq1RHnWl4HG65j8f847OQ/CY4Lw8y+WAXJa34pNjq+mx1Ju0NMi/+QZmX30FITVVmi06OSF3yhQox45FDWtr1DBcDjWiVCoRFhamcbnJycxEYliYWm2g+NBQJISFQZGSovN82ri7q9UGyu8byLFuXcjNzXW+PaKyaFt2iKo7lh0i7bDsEGmupHIjiiIUCgWuXr1apAZRSfz8/HDkyBGkpKRg+/btGDt2LHbu3KnX/BuCyQSI8r9wuVxeeSdN4ck/Qt52mx8Jhp1nIrYf/0TqlDr/51aePG0N3YrQhFA4WTlhXNtxFd+P1NsQBp6BYJcNABAhg3ilEQ5er4/u1mZS+prkUVcEQVDbntq0IP0jHVtD5VOiUEC2Zg1kn38OITZWmi1aW0M1fjxUkycDzs6oqpfr4sqNKIpIffhQvXPoJ0PHJz94AIhiCalpmQcLCzg3aJDXH1B+J9FP+giyLlQbiMhYVOo1h8iEsOwQaYdlh0hzhctNfhMzBweHcvc/amFhAV9fXwBAixYtcPHiRXz33XcYNGgQFAoFkpOT1WoRxcbGwsPDA0BebaLz58+rpRcXFwcA0jrGwmQCRMZA206pASAiJQKT9k8CAIxvOx4Olg4Vy0xmFMyOPPc0OJRpDmXfnRBf6YaDwcHoOs/Ih4o3FioVhA0bIJ83D8K9e9JsUS6H6u23oZo5E6hVy3D504HczEzEhIRINYLin3QQnXD7NnLS03W+PTtPz6cdQxcIBDn6+EDGGx4iIiIiIjJyKpUKCoUCzZs3h7m5OQ4fPowXXngBAHD79m1ERkaibdu2AIC2bdtiyZIliIuLk5qWHTp0CPb29oZtHVMMBojKqfmRYGmIdVcLu3INW1/ekbbSFGl4adNLiEmPQWCNQExsP7FimVUkwezoAAgZ9wAAYqIdxD0tII7qVrF0qxNRhLB7N+SzZ0O4ckVtkeqVV6CcOxfw8zNM3rQgqlRIiYiQagFJtYJCQ5H68KHOt2dmZfW0Y+j8QJC/P1wbNoSlQwWDn0RERERERJVk3rx56NmzJ+rUqYPU1FRs3rwZx44dw5YtW+Do6IgRI0Zg1qxZcHZ2hr29PaZNm4a2bdtKAaLu3bvD398fY8aMwdy5cxEbG4v58+dj9OjRZXaKXdkYICqneEUa5IJMel8el7rMQ/C/wZj3fsnBJJWowht/v4HLsZfhbuOOv4b8BTsLO+0zqsyE/PggCMlXAQBiqhXEva2ADOPqp6VgL+/GRjhxArKPP4bs2DG1+apevaD89FOgVSsD5axs2ampT2sBFQgEJYSFITczU+fbs/fyeloLqMBw8Q516kCQyXS+PSIiIiIiosr0+PFjvP/++4iJiYGDgwOaNGmCLVu2oFu3vAoYCxYsgEwmw6hRo6BQKNC9e3csXrxY+rxcLsfGjRsxefJk9OnTBzY2Nnj11Vcxc+ZMQ+1SiRggqghHRxxUKtG9lGYxZQVCZv83G3/f+hsWcgtsfnkzfBx9tM+PKhfyUyMge5wX2BAt3CDu8QMyrQAY15CY+YXJqFy9Cvns2ZD984/abFWbNlDNnw/RSPKsUiqRfP++1B9Q/JNXwq1bSHv0SOfbM7exkQJALgWCQC5+frCwq0Awk4iIiIiIyMgtX7681OVWVlZYvHixWlCoMG9vb/z555+6zprOMUBUAco/NpbZn09pgZDfrvyGL09+CQBY/dxqdPDqoH1mRBHyC+Mgi9qRN2lmB2XnHZB9+zFQBSpylBVIK29zPa3cv5/Xx9Dvv0Mo0PGy2LAhlJ9+CnHgQKCcnZdVhKhSIePxY6RHRyM9NhZp0dFIj4lBWkyMNC81KgpJd+9CmZ2t240LAhy9vYsNBNnXrl3uztuIiIiIiIioamKASIc0CWJEpUbhw70fAgCmd5yO1wJfq9C2ZVfnQHb3ZwCAKJhD2fFPiC6tK5RmZSqrRlF5mutpLC4Osi++gGz1aggKhTRbrF0bytmzIY4aBZhVrIiIooispCSkx8TkBXueBH2k6QLBn/TYWIhK/db0srC3VwsAOTVogFRLS7Ts2RNWrA1ERERERERUbTFAVIpDhw5JgQtXCzvEK9Lgc1uhFgAqWPNFkyDG9H+nI02Rhna12mFe14oFPWS3V0B+cyEAQIQAZfufIXr0qFCaJi0rC7KlSyFbvBhC2tP+pERnZ6imT4fq/fcBa+tSk1CkpyM9OjovwFM4+JNfA+jJe2WB4FNlEGQyONatW6QmkGvDhrCtWVOtNpBSqURoaCjMy9hfIiIiIiIiMm0MEJVAPnQYZEol5N+thvKPjdKoZcFH1QNA2vSlc/j+Yfxx/Q8IEPBNn28gE7RvAyY82Ah5yCRpWtVyGcQ6Q7ROz9QJu3ZBPnkyhDt3pHmitTVUH34IxQcfID07G+nXrj0N/hRq7pX/UqSVr6NyfbJyciq2SZhz/fows7IydPaIiIiIiIioCmGAqCTJyegukwMq3Tb5yVHmYMLeCQCAd1q+g1ae2o+IJUTvh/zM29K0stFHUDUYW+E8mhKVUomMuDikX7iAjAULkHHmDNKAvJcgIM3TE2k2Nkj//ntkLVxo6OxKrN3cYOfhAduaNfP+f/Ky8/CAg7c3XP39YVOjBvsGIiIiIiIiIp1ggKiSrTq/CtcfX4ertSs+CfpE63SEhLOQnxgCQcwBACh9R0PVZK6Ocmlg+aPDpaUBjo5FFouiiMyEhKc1egrX9ikwL/PxY4gqVfHbEUUgKkrPO/OUpaNjXpCnZk3Yurs/Df48mbarWRO2Hh6wqVEDcnPzSssXEREREREREQNElehR2iN8ciQvKPRZ0GdwsdZyRK6Um5AffQGCMh0AoKr9IlStllfKSFv6IooiFGlpeYGd8R/gv2++ge0Lz+c17XrvPaTHxMD8wgUsX7cO6TExUOXkGDrLAAAza2vYeXrmBXzygz8FavsUrAHEZl9ERERERERkrBggqiSiKGLagWlIVaSijWcbvNniTe0SyoiE2dEBEBTxAABVjS5Qtl8HCPLi18+vjSMvYbme5WRm5tXyiY1Vq+lTsHPn/A6eczMzpc+ZA9i3bZtaWjIAqZWQZ5m5+dMAT8HmXU+CPwVrAFnY2bGZFxEREREREVV5DBBVkoUnFla8Y2pFQl5wKOMBAEB0bAZlpy2AvOSaKco/NuJgcDC6ztPd8PDKnJy8fn0KDdteXPAnOzlZZ9utEEGQavkUDP4UDPbkT1s5OzPoQ0RERERERNUKA0SVYM2FNZhzeA4AYFHPRWhTq43miahyID8xFELKdQCAaFsPuZ13AOZF++gpLCgoqNybyU5NRerDh0iNikJqZGTe/4Xep8fE5PXfYwSsXVxg4+4OO3Nz2IeHwy49HbYA7ADYurjAZtIk2IwcCZsaNSAz48+diIiIiIiIqDh8YtazzTc244M9HwAAZnScgQntJmiVjuzSVMjiDgMAREt35Hb5B7D2LNdnu3XrBlGlQsbjx0h9+BCy27dx4fvvkRIZiW7nDsAuPh22j1OxJPlXZKekaJU/XbKws3tao6eYJl75823c3WEWFQX5pEmQ/fOP9HlRLofqww+hmjULcHAw4J4QERERERERVQ0MEOlYwdo6+8P34/Xtr0OEiHdavoN5XbVr5iXc/RnysFUAAFFmAWWnzYBdA2m5UqF4WtPn4cPiawA9fCh17GwOYM/mzQCARgW2k61V7spHbmn5NMBTygheth4esLC1LTvBzEzIFi2C7MsvIWRlSbNVXbpA+dVXQGCg/naGiIiIiIiIyMQwQFQSLTt37tatGwDgbtJdDNkyBDmqHLzc6GV80+cbrfq1Udw/iIy/xyE1AUiJB5Js+iHl0G9Ie7gQKU8CQRmxsRqnqwuCXC4FfOwK1PixKWYEL0tHR9306xMfD9n69ZCtWAHh7l1ptujpCeXChRCHDq3So7kRERERERERGQIDRCWoSOfOoihi/J7xSM9JRyevTvjlhV8gl8mLrJOZkIC0hw/zAj0PHyIlMhJpUVF505GRSH0YieyUwuN2ba/AXpWflbMz7GvXznvVqqX+vlYt2NWqBRtXVwgyLTrb1pRSCeHAAch++QXCjh0QFAppEZuTEREREREREVUcA0R6sOnqHzhxaR980swwp84ruLz6B6RGRko1flKfBIByCzSNqiyCTAZzFxe41asH+9q18acqHBmu9kh1s8UvvadKQSBzG5tKz1sRd+5A9uuvkP32G4TIyCKLVd27Q7lkCdCkiQEyR0RERERERGQ6GCDSlFKJ5Pv3C9TyyQv6pDx5nxwZgeSoh5iiAoBcnFz9v0rLmpm1NRxq14bdkyCP2nsvL9jXqgVbDw+10bwmHJgMuSCDUlTBp2vXSstriTIyIGzdmhcYOny4yGLR3R2qESOgGjUKaNzYABkkIiIiIiIiMj3VIkCkys1FdmoqctLS8v5PT5emFampUKSn5/2flpb3evLe7Px5/Hb8uDSdlZwMy9hYrFy0qNTtadZrUflYu7g8beaV39TrSdAn/72Vk5PG/fy4WtjB7loC0pq46CHX5SSKEM6dg/DLL5D98QeEQiOpiXI5xL59oXrjDYj9+wPm5gbKKBEREREREZFpMpkA0c4338TjBw9wRqVCTnq6WrBHma3d+FxyAA/u3NFtRgsTBNh6eMDhSeDHwQVwyNoBR2cRDi6ATffFsGs9Wm9Nvi51mYfgf4Mx733tRlirEFGEsH8/ZPPmQXb2bNHFfn5QvfEGVCNGAJ6elZ8/IiIiIiIiomrCZAJEYbt2QZFauENnw5KZmcHuSVMv+9q1Ye/lldfsK7/JV+3asPP0hDy/Rkz6XZgdeAaCQgQAKAOmQtX0QwPugf4IR45AFhwM2fHjavNFW1uIr7ySV1vomWc4IhkRERERERFRJTCZAFFlK9jfj0Pt2rguRGJH4hHAzR4/vrkJXvWbwNbdvfyjfOWmwez4yxAUCQAAVc2+UAV+osc9MAzh1CnI5s6F7OBBtfli06ZQjh8PcfBgwN7eMJkjIiIiIiIiqqaqZYDIzNoaFkoVVGZyOJiZwyKwCSzs7J6+7O1hYWuLI6dPo9/AgbC0t5eWXY+IQI+XXoKVs7PU3094YjhGrmmJzFzgx+e/QkDTHpplSBQhPzsaQvKVvEk7PyjbrwUEffRmVFRQUJD+N3LxIuRz50K2e7fabNHfH8o5c/ICQ+UNphERERERERGRTplMgKj9lCnY/++/ePGVV2Dl4ADz/EDPk8BOp5BlUNlYIstSjog+yyDv2w+QyQGVEso9u4tN81BwMNqOG6c2z7fQOqIo4sO9HyIzNxNBPkEYEThC47zLbn4BWeTWvPTM7JHbaTNg4aRxOtrq1q2b/hK/cgXyTz6BbPt2tdli/fpQzpoF8dVXAXnlBMKIiIiIiIiIqHgmEyB6ZupU/JOcjBajR0P+JOBw6NAhdGvTBgCQHmkHuSCDKKp0ut0/b/yJfeH7YCm3xIq+KzQeRUyI+geyq3MBACIEKNv/Cjg00mkeDSI0FPJPP4Xw558QRFGaLdapkxcYGjmSo5ERERERERERGQmTbtPz33//6TX9pKwkTN4/GQAwo9MMNHRtqFkCKTcgPz0KAvICKKrAuRBrDdB1NitXeDjkb78Ns+bNIdu0SQoOiZ6eUH79NXKvX4f41lsMDhEREREREREZEZMOEBXkamEHpaiCq4VdiescOnRIozQ/PvQxYtJj4O/qjykdpmiWoawYmB0fDCE3b+Q1ldcgqAJmaJaGMYmIgGzcOJgFBkK2bh0EVV5NLbFGDSgXLULuzZtQvf8+YGlp4IwSERERERERUWEm08SsLJe6zCt1efMjwbC7mYA0+X/SuqV13nwy8iS+v/g9AGBVv1WwNNMg8JEVC7PDfSCkhQEARMdAKNv+UDWHdE9MhOzTTyH7/nsICoU0W3R2hmrSJKjGjQPsSg7KEREREREREZHhmUyA6NmTXwB1UtHy2Dxc7qr58PDxijQkNbSCUpEmzSup82aFUoH3d70PAHi92evo7N25/BvKfgyzI30hpFwHAIjWdZDbaStgVvWCKML+/ZC/+y6Ehw+leaK9PVQTJkA1YQLg6GjA3BERERERERFReZlMgCgxNwNpDSwg5KSX7wOOjjioVKK7FiNoLTm1BNcfX0cNmxpY2GNh+T+YHZ9Xcyj5KgBAtPZCbtA+wLauxnkwqLQ0yD76CPLVq6VZoo0NVOPGQTVpEuDqasDMEREREREREZGmTKYPopzrj5C75D8oxm6Gu7s7du3aVer6yj824mCTxlD+sRFAXh9FzrvuQgzei3r16qFRo0Z488038eDBA7XP3Yq/hQXHFgAAFvdaDBdrl/JlUJGQV3Mo+QoAQLSqlRccsquv4Z4alnDiBMzatlULDql69kTulStQzZ/P4BARERERERFRFWQyASJk50LwdoLZm+0AALLFS9D92nXIhw4r18f/9nkLMeuPY2z/V3Hw4EH88ccfSEhIwJtvvimtI4oixu0eh2xlNnr79sawxuVLG4pEmB3uCyHpUl46Vp5PgkMNNNtHQ8rOzqs11K0bhDt3AOTVGlJ+8w2U//wD1Klj4AwSERERERERkbZMpomZecs6kDdxgyB/EvPKyEB3K2tApQQAZGdnY8GCBfjrr7+QkpKCgIAAeHl5SZ+/fPkyRFHERx99BJksL42xY8di1KhRyMnJgbm5OdZeXovDDw7D2sway/suh1CeTqUVSZAf6QchKQQAIFp6ILfrXsC+oU73X69CQmD25psQrl2TZqmeeQbKH34A/PwMmDEiIiIiIiIi0gXTqUFUho8++gjnzp3D999/j0OHDuH555/H7t27ER4eDgBo1qwZAGDDhg1QKpVISUnBn3/+iS5dusDc3Byx6bGYfnA6ACC4SzDqOdUre6M5yZAf6Q9Z4gUAgGjpnldzyCFAPzupB7Lly2HWsaMUHBItLKCcPx/KgwcZHCIiIiIiIiIyEdUiQBQZGYkNGzbgxx9/RIcOHVCvXj2MGzcOHTp0wIYNGwAAPj4+eP755zF//nx4eXmhQYMGiIqKwg8//AAAmHpgKhIyE9Dcozk+bPdh2RvNSYH8yADIEs8BAETLGk+CQ430tp86pVJBNm0a5JMnQ8jNBQCIzZoh9+RJqKZOBbTo3JuIiIiIiIiIjJPJNDFzNrOB8/VkZAS6IrrQshs3bkCpVKJDhw5q8xUKBVxc8jqZjomJwZkzZzB06FAMGjQIaWlpWLhwId566y28u+hdbLi2ATJBhm/7fQszWRmHLScV8qPPQ5ZwGgAgWrjlNStzaKyr3dUvhQLyt9+G7I8/pFnKyZOhmjcPsLAwYMaIiIiIiIiISB9MJkB07JkZ+DPyTwx5dgg88Z3asvT0dMjlchw4cEDqXyifra0tAODnn3+Gh4cHgoODpWWrVq1CixYtcPGHi4A98EGbD9CmVpvSM5IfHIo/CQAQLVyR23UP4Biog72sBCkpkA8dCtm//wIARJkMylWrIL71loEzRkRERERERFS9ZGZmwtLSUoplHD58GFeuXEHDhg3Ru3dvnW7LpJqYNW/evNj5TZs2hVKpxOPHj+Hr66v28vDwAABkZGQUCR7JnzSjepT6CN4O3pjbdW7pGchNg/zYi5DFnwAAiBYuyO26G3BqVrEdqyzR0TDr0eNpcMjKCso//2RwiIiIiIiIiMgAevXqhdTUVADA0qVLsWTJEoiiiJ9//hmzZ8/W6bZMJkCUnp6O27dv4+rVqwCAB9nZuJKRjkiFAvXr18fgwYPxwQcfYOfOnbh//z4uXLiAr7/+Gvv37weQd9AvXryIxYsXIzw8HJcvX8abY96EykEFpbsSX/f5GnYWdiVnQJEE+bGBkD0+BgAQzZ2R22U34NRC37uuG7duwaxrVwiXLgEARBcXKPfuhfj88wbOGBEREREREVH1pFQq4ejoCADYsWMHNm/ejPHjx+P333/HwYMHdbotk2lidunSJbzzzjvS9McPI4GHkRhWsya+AfDNN99g6dKlmDt3Lh49egQXFxe0bt0avXr1AgB07twZ3333HVasWIEVK1bA2toamR6ZSBuYhsGBg/Gc33PFb1iZDdmd1ZDdWABBkQAAEM2d8moOObfU927rhHD2LOQvvgjh8WMAgOjtjdydO4GAqjPaGhEREREREZGpqVGjBk6fPo327dujZs2aiI+Ph6enp1SrSJcEURRFnadaiURRREpKCiwsLHDr1i34+/tLTcO0lZiZiFmHZuGHkB/gaOmIy+9dhqedZ6ENqyBEbIL8yhwIGfeezjZ3hLLLboguZfRVZCSE3bshf/VVCBkZAAAxMDAvOFSrloFzRpVBqVQiNDRUJ+WGqDph2SHSDssOkXZYdog0V1K5EUURmZmZcHBwgCAIBsxh+Tx48ABjx46FhYUFbGxscOrUKbRo0QKPHz/G7Nmz0aNHD51ty2RqEOlCVm4WVp1bhYUnFiIxKxEAsKjHoiLBISH2EGSXP4Is8YI0T4QA0ftVKAPnAbY+lZpvbQlr10L+3nsQlEoAgKprVyj//BNwcjJsxoiIiIiIiIgI3t7e2LlzJ27evInw8HAMGTIEnp6eaNWqlc4DxtU+QJSjzMGF6Av47/5/WHNhDR6kPAAANKnRBAu6LUC/Bv2erpx8BfLLsyCL3qOWhsqjJ5RN51eZJmUQRcgWLoR8zhxplmrwYCh/+QWwtDRcvoiIiIiIiIioiICAAATouRuYKh8gysnJkf6Xy+VQPqkNUxqlSontoduxN3wvLkZfRGZuJgDAQmaBTrU74YM2H+D5hs9DLnuSXvYjyG+vghC5HSJEKG0aAABEe38oG06CWKPjk4TL3rbBKZWQLVwIbNgAZYO8/VAOHw7V9OmATFY19oF0RqlUlrvcENFTLDtE2mHZIdIOyw6R5koqN/nTOTk5sLCwMETWKiQ+Ph6//fYbzp49i9jYWACAu7s72rVrh+HDh8PNzU3rtKt8H0QKhQKZmZmGzgYRERERERERVRHW1tZVLkB04cIFDB48GDY2NujatStq1KgBAIiLi8Phw4eRmZmJLVu2oGVL7Vo3mUyASC6X4+7du6hfvz47biMqJ6VSiTt37rDcEGmIZYdIOyw7RNph2SHSXEnlRqVSQaFQVMkAUa9evdCkSRMsW7asSAfboihi4sSJuH79Ovbt26dV+lW+iZmZWd4uyGQyqFQqyGQyyGQyA+eKqGoQRZHlhkgLLDtE2mHZIdIOyw6R5soqN/mxhKrk6tWrWLlyZbGjrwmCgLFjx6Jr165ap8+zCxERERERERGRkXN3d8eFCxdKXH7hwgWp2Zk2ql7IjIiIiIiIiIiomvnggw/wv//9DyEhIejSpQvc3d0BALGxsThy5AjWrl2LTz75ROv0WYOIiIiIiIiIiKgYS5cuRffu3VGnTh34+fnhtddew+3bt9XWycrKwpQpU+Dr6wsvLy+MGjVKGmEsX0REBIYMGYJatWrBz88Ps2fPRm5urkZ5eeedd7Bq1SqcP38er7/+Onr37o3evXvj9ddfx/nz57Fy5UqMHj1a631lDSITJxszFkhIAFxcoPpulaGzQ0RERERERFRlnDhxAqNHj0bLli2Rm5uLTz/9FIMGDcKpU6dga2sLAJg5cyb27duHX375BQ4ODpg2bRpGjhyJvXv3AsjrMHvo0KHw8PDA3r17ER0djffffx/m5uaYM2eORvkZNGgQBg0ahJycHMTHxwMAXF1dYW5uXuF9ZYDI1CUkQKhdC+LDKEPnhIiIiIiIiKhK2bx5s9r0qlWr4Ofnh5CQEHTq1AnJycn47bffsGbNGnTp0gUAsGLFCrRv3x5nz55F27ZtcfDgQYSGhmLbtm1wd3dH06ZNMXPmTMydOxczZszQajQ1c3Nz1KxZUyf7mM9kAkRKpVLtf8pTsA0hjw0VxnJDpB2WHSLtsOwQaYdlh0hzJZUblUoFAEhNTVUbDczS0hKWlpZlppuSkgIAcHZ2BgBcunQJOTk5CAoKktZp2LAhvLy8pADR2bNn0bhxY6nPIADo0aMHJk+ejJs3b6JZs2ba7WQhkZGR+OKLL7BixQqtPm8yAaJ79+4BAMLCwgybESPTWFRBDkAlqhAaGmro7JCRYrkh0g7LDpF2WHaItMOyQ6S5wuVGJpPB29sb7du3R0xMjDR/+vTpmDFjRqlpqVQqfPTRR2jfvj0aN24MAIiJiYGFhQUcHR3V1nV3d5fSj42NVQsOAZBGGyuYh4pKTEzEhg0bGCCqW7cuwsPD0aBBA8jlckNnx2jIBJn0v7+/P9648CPic9Lgam6HX1q9beDckaEplUqEhYWx3BBpiGWHSDssO0TaYdkh0lxJ5UalUiEnJwenT58uUoOoLFOmTMGNGzewe/duveS5LLt27Sp1+f379yuUvskEiPK/cLlczpNmCeRyOeJz0mFtaYX47HQeJ5Kw3BBph2WHSDssO0TaYdkh0lzhciMIAnJycmBvbw+ZrPwDu0+dOhV79+7Frl27ULt2bWm+h4cHFAoFkpOT1WoRxcbGwsPDA0BebaLz58+rpRcXFyd9vrxGjBgBQRAgimKJ6xQMemmKw9wTERERERERERVDFEVMnToV//zzD/7++2/4+PioLW/evDnMzc1x+PBhad7t27cRGRmJtm3bAgDatm2L69evS0EhADh06BDs7e3h7+9f7rzUrFkT69atQ0JCQrGvgnnQBgNERERERERERETFmDJlCjZt2oQ1a9bAzs4OMTExiImJQWZmJgDA0dERI0aMwKxZs3D06FGEhIRg3LhxaNu2rRQg6t69O/z9/TFmzBhcuXIF//77L+bPn4/Ro0eXq2lbvubNmyMkJKTUdUqrXVQWk2liRkREREREZIrMx41H4/jHkLm6QfXdKkNnh6ha+emnnwAAAwYMUJu/cuVKDB8+HACwYMECyGQyjBo1CgqFAt27d8fixYuldeVyOTZu3IjJkyejT58+sLGxwauvvoqZM2dqlJfx48cjIyOjxOW+vr7YsWOHRmkWxAARERERERGRMUtIgNzLC+LDKEPnhKjaSUxMLHMdKysrLF68WC0oVJi3tzf+/PPPCuWlY8eOpS63tbVFp06dtE6fTcyIiIiIiIiIiKo5gwaIli5diu7du6NOnTrw8/PDa6+9htu3bxsyS0RERGRERp77Hv1PLMPIc98bOitEREREJs2gAaITJ05g9OjR2LdvH7Zu3YqcnBwMGjQI6enphswWERERGYl4RTqsLS0Rr+C9AREREZE+GbQPos2bN6tNr1q1Cn5+fggJCalQuzkiIiIiIiIiIio/o+qkOiUlBQDg7Oxc4jrZ2dnIzs6WpisyhBsRERERERERERlRJ9UqlQofffQR2rdvj8aNG5e43rJly+Dj4yO9AgMDKzGXRERERERERESmx2hqEE2ZMgU3btzA7t27S11v4sSJGDt2rDTNGkRERERERERERBVjFAGiqVOnYu/evdi1axdq165d6rqWlpawtLSUplUqFVJTU/WdRSIiIiIiIo3JxowFEhIAFxeovlulkzRHnvse8Yp0uFrYYl2bd3WSJhGRQQNEoihi2rRp+Oeff7Bjxw74+PgYMjtGJ//ED4AnfyLSyw0mERER6VlCAoTatSA+jNJZktIIj9kc4ZGIdMegfRBNmTIFmzZtwpo1a2BnZ4eYmBjExMQgMzPTkNkyGvknfg7vS0QApBtMJCQYOidERERUAtmYsZANGZb3hx0iIj05ceIE3n33XfTu3RtRUXkB6I0bN+LkyZNap2nQANFPP/2ElJQUDBgwAAEBAdLrr7/+MmS2iIiIiIiItMM/6BCRnv399994+eWXYW1tjcuXL0OhUADIGxl+6dKlWqdr0CZmiYmJhtw8FYPtmYmqDjY5IyIiIiKqfhYvXoylS5di2LBh2Lp1qzS/Q4cOWLJkidbpGkUn1WQ4hQNC2rRn5kMqkYHooU8DIiJ9Mh83Ho3jH0Pm6sZ7BiIiIi2FhYWhY8eOReY7ODggOTlZ63QN2sSMDE8KCFWkjyMNq9GyXTYREVE1lZAAuZcXm94QERFVgLu7O8LDw4vMP3XqFOrWrat1uqxBRJWvjFoPUo0kgLWSiIiIiIiIiAoYNWoUPvroIyxfvhyCIODRo0c4c+YMZs+ejalTp2qdLgNEZHzyayQBbDpDRGRA+mhCzL7uiKouditARGQcJk6cCJVKhYEDByIjIwPPPfccLC0t8cEHH+Ddd7W/v2KAiIiIiIqnh36utOnrjoj0r1zBH/Z9Z7QYvCOqXgRBwJQpU/Dhhx8iPDwc6enp8Pf3h52dXYXSNZkA0cSrGxGWHosaF45hXVvD/EWSfxUlIqLqhA8kRCaEwR+joVV3C/z+iKolCwsLBAQE6Cw9kwkQJeakw9baGvHZaQbLA/8qSkSGxId1qnR8ICEi0r0q2t1CZTRL5h/kiZ7KysrCtWvXEBcXB5VKpbasf//+WqVpMgEiql54cSAqBh/WiYiICAa6Vy50H6KLgFHhP8Br+gd5PjOQrhw/fhzLly/HpUuXEB0djd9++w3PPfectFwURXz++edYu3YtkpOT0b59eyxZsgT169eX1klMTMS0adOwd+9eCIKAF154AZ9//rlWzcIOHDiA999/H/Hx8UWWCYJQ7PzyYICIqiTW1iIiIiJdKOshNv8BEwAfMqnKKHyvbAwBI30oq/zymYF0JSMjA4GBgRgxYgRGjhxZZPnXX3+N1atX49tvv4W3tzcWLFiAwYMH49SpU7CysgIAvPPOO4iJicHWrVuRk5ODDz74AP/73//www8/aJyf6dOn48UXX8S0adPg7u5e4f3LxwBROfHmgIiobGzmRkRVThkPsfkPmAAq7SGT51LjVtFgiyGCNSYbKGHtaaokvXr1Qq9evYpdJooivvvuO0yZMkVq2vXtt9/C398f//zzDwYPHozQ0FD8+++/OHjwIFq2bAkAWLhwIYYMGYJPP/0Unp6eGuUnLi4O48aN02lwCDClAJH49H+lUqnz5OMVabC2zIv8xWenlbCNp5nQTR5EtffapCkr8D7v84XzWNa0Ntuo2PqyQtOVc6w1Zz5uvHTzlrNyuUHyUFH5x85Qx5A0U7jslDVtCLICN2qGysMbF35EfE4aXM3t8Eurt/WyjepSdjQ5X5f/WGh6/jb8+Z50xxjOU4WVnaeK349pyhDn0vJ8N8b4/RlC/nNBSc8EZV2fNfl8SWkUPjdqfs+ve/q5Lyl9P8pffnkNqY5Kul/L768nNTUVgiBI8y0tLWH55A8Cmrh//z5iYmIQFBQkzXN0dETr1q1x9uxZDB48GGfPnoWjo6MUHAKAoKAgyGQynD9/HgMGDNBomy+88AKOHTuGevXqaZzf0phMgEgU8wq/ShQRGhqq8/RVKlHtfXHbyF+npOX62GZZGosqyAGoRBVCQ0OL5LGsaW22UdH185ejlHV0fay10Tj+MeReXlBGRhosD7oSFhZm6CxQORQuO2VNG0MeGy5eCrPUFABArr0Dbk2ZpPc8xGWnwtbaGnGZqXo/DqZedsp7vtbkN6fp+dsYzvekO8ZwniqsrDzp4n5M13ky1DaN8fszhLLOS2Vdn8v7eWiQhqb3/LowL+kgklXZcJRZItipu17uS8raj/KW3/z1C+eZqofC92symQze3t5o3749YmJipPnTp0/HjBkzNE4/P40aNWqozXd3d0dsbKy0TuHlZmZmcHZ2VstDeS1atAhvvPEGTp48icaNG8Pc3Fxt+XvvvadxmoAJBYjyIn8iZIIAf39/ndfukJ3e8/S9LG8bJa1T0nJ9bLOwwvstE/Li6jJBBn9//yJ5LGu6XPkstI2Krp+/vNR1dHystaHpfhsjpVKJsLAwNGjQAHK5vOwPkEEVKc9lTBtDHs3T0iB4eeXNexhVKfmqjPNDdSk75T1fa/Kb0/T7MYbzPelOkXOEEdTGLfN3rsX9mL7zZKhtGsN1xhiUdV4q83pdzs9rkoam9/y6kHp6D2ytrZGanaWz+5IizzJlPbuUs/zmr184z6bKGM6txqCk+zWVSoWcnBycPn26SA2iqmLLli04dOgQrKyscOzYMbX9EASBASIIT/+Xy+Vq7VF1c/MuqL0vPk2hjOXqym5/XJ5tFlLKfudNF85jWdOa0fQz5VlfF8da3+RyeZUeJUEulxvFcaTyK758q09Xxm+ytH4yivtNFTdP931tVN75oaqXHU2OfVn7WdLyor9DTb8f4zrfk+7o535NB3kqQov7MR0yxHEpeA0Biu9/0xi+L8Mp/3mpfPfjpdM0DX3c4xevrDyUPF2iIueE8u9H+Z4Z1KdNtp9ZIzu3Glrh+zVBEJCTkwN7e3vIZIUbdWrOw8MDQF6/QDVr1pTmx8bGomnTptI6cXFxap/Lzc1FYmKi9HlNfPbZZ5gxYwYmTpyok33IZzoBIh0rz4NVRR9qTLazOA1V5cBKQfw+ydgU/k1K5yxAd8EYXXQOqecOJou7+Svr/G0MHcRWSh40PPbanK95biSqmgzROTdVL3q5L9EQf+ekCz4+PvDw8MDhw4elgFBKSgrOnz+Pt956CwDQtm1bJCcnIyQkBC1atAAAHDlyBCqVCq1bt9Z4mwqFAoMGDdJpcAioRgEiTW9qy3VDy17zdcJUHx5MJfBlKvtBkM5ZAKTzVnX4fou9+Svr/G0M53djyEMhZZ2vK+MvscYQvCMiquqM4vpfzH0JVR3V7XqclpaGu3fvStP379/HlStX4OTkhDp16mDMmDFYvHgxfH194ePjgwULFqBmzZp47rnnAAD+/v7o0aMHJkyYgKVLlyInJwfTpk3DoEGDNB7BDABeffVVbN26FZMnT9bZPgLVKEBkqkEIfTOGyL4+lLv2AFDta4iZyn5Q8TT9fqvbzQBpRpu/xGr8kGKEgTNdYNkiMg6meu9bGO/vjFtZ10ajuGaY6PW4JCEhIXj++eel6VmzZgHIC9SsWrUKEyZMQEZGBiZOnIjk5GR06NABmzdvhpWVlfSZNWvWYOrUqRg4cCAEQcALL7yAL774Qqv8KJVKfPPNNzh48CCaNGlSpJPq+fPna5VutQkQFWYUhaoqMJIaBzrfZjlrDwD8iwaRmmp2M6Atk+3TQA/4kPIEy1alMYqaE2S8DHAPWDgoRVRiNwH5z64GuGZU93Pns88+i8TExBKXC4KAmTNnYubMmSWu4+zsjB9++EEn+bl+/TqaNWsGALhx40aRvGir2gaIjPFGTJuglSECXeVtYqDLkwcfIIrHQCeZIlO4AWGfBtqrjPOaKfzGSHu8p9AdliUd4R8mdcZk742N4NmV507jsmPHDr2kW30DRAZQ5kW0HAW/SBpGcLIozBAnj2p7g1Lo+zfZiyJVK6Z6A8LyWU6VcF2rCr8xQ49CSJqprvchVaEsVQZT/f4L71dFzxmVcpyM8NnIGLBmM5UXA0SVSBcX0ap4Ia6Mi0Hh42KqF+oymchFUd8PLVWlf4Fq+zsuxGSOQwXLJx/mK48xjHJXKdd7DX+TVeXcqW/FPWhVhfszkzmXGqGq8P1ro8h+VfA6ZqrHqSpgzWbTs2jRolKXT5s2Tat0GSAivTPExYAXoCpO34EuI6jKXZ4HLdbGy8MA8BOVEAA2hSCUNkEMjft2MJFgvMaM4NxZGco6x1TVBy3eG2nPFM6NZWENk6qt2t4bVWM7d+5Um87JycGDBw8gl8tRr149BogqioXKtBnj92uMeQKqx02QUTDSBy19P0Do4gaUDznF00ntDlMIfGgzuEIF97u437W+z/HGUJunPOXZWK91pakq5xhjPLbGmCedMIVzYxmqauBTH6piTXZjOG+ZbPk3UkeOHCkyLyUlBePGjcNzzz2ndboMED1hDIWK9McYv19jzBOAanETVBl4kSyeqd6A6uL71vSGtKQ+6QDjCjrqW+Egxe/FrFPR8602NUr0fo43gu+7uP0ufKyM9lpnAozx2FZGnnT98M4/jFERZdwLFz7PaXwPYCSjROuaMZ6TqhsHBwfMmDEDr776KoYNG6ZVGgwQ6ZEpFPTqojwPGBX9Psu6ASnPX6D1nYfKUFXKRUXzqc1Fsqocm+qovAECTb7vig5ZW94RJQHTbi5QGUHH6nLTW/g3qc01o7ocKzIgXf8hi38YozKUFfguqyl8ee7veO4kXUlJSUFKSorWn2eASI9Y0KuO8jxgVPj7LOMGpDx/gdZ3HsqjugRO2HdWnqoQtKqyHQbr+aHEVGtrkR4V/k1W0QdnY/hjSGEVPZdqE/A1huNgjNcQY8wTGTdN7wF0fv+uB8WdU3TxRwKqPKtXr1abFkUR0dHR2LRpE3r27Kl1ugwQEZmwsm6C3rjwI+KyUyE7vQeuFnblulGqroGTso5leZcDJddSM0bGcOzLVEUfYg2BD0amTddDUhuCTvJc6JxgiN994f0o61xa1n5rFfA1gnNjeWs66vK7KascVInrGpGeFXtOMZE/ElQXq1apXytkMhnc3NwwbNgwTJw4Uet0jSJAtGbNGixfvhyxsbEIDAzEwoUL0bp1a0Nni6jKK+smKD4nDbbW1nnvq/CNUmXc/Jd5LMu5HKjax9pUafobyg+u1rhwDOvaVp1ACx+MDKeigQ+tmihUxZt7PQR3DPK717APE2Oo4VsZKqOPKpMoB0REZbh06ZJe0jV4gGjr1q34+OOPsXTpUrRu3RrfffcdBg8ejLNnz6JGjRqGzh4RlaGsdtaa1qzRptq8Lm4wq8KNNemPxtXHnwRX47PT9JwzMhkVfEitruc5Uw1qVkpgpAyGqGGmj/2uir9rIiJjZfAA0apVqzBq1Ci89tprAIClS5di3759+O233ypUNYqIKkdZ7az1UrNGwwctfXQOyBtSIqpqTDXYwvOxloywZo0236Wp/q6JiAqbNWtWudedP3++VtsQRFEUtfqkDigUCtSqVQu//vornnvuOWn++++/j+TkZKxfv77IZ7Kzs5GdnS1N52e/1eCeiA2PhCiq4G3tCiEyEjAzB3JzIHp54UFmPARBVu7lJU3nbbNiaZQ0XVJ6BbdZ1mfKmtY6T4DOjmW5v5tStqnvY+0Tn1np+12e71vT71+b35iuf9f6KFtlLX+YlQilqIJckKG2lbNBfmNl7Wd5fmO6Lu+62G9N81B4m/ddrXX+m9OmbOnrGqHJNis6Xdb3W9yx1ttvSoPrls6uERU4f1fGubSszxSm9TWlAtcpfZRnfZ/HilPZ12cAGn/fuvoNVuRY62KblX2PIDx6BCiVeV+0XA7R01N/950l/M61uZ+u6PkbgMZ50Md1S1+/qdLOY/o+1oZ4xtPF/Ziur1PFncd0sQ07rxpo+tko7OpoHBU9lEolQkND4e/vD7lcLs1XqVTIysqCvb09ZDKZAXOomeeff75c6wmCgL///lurbRi0BlF8fDyUSmWRpmQ1atTA7du3i/3MsmXLsHDhQmnazs4OV69e1Ws+iahqUYoqCIIMyicXQCIiIqqClMqigRMiompqx44det+GwZuYaWrixIkYO3asNJ1fg6j1vFHIkquQmZ2FXR0nQTZkmFRtVrVpI/qfWAZrS0tkZmdjV8eJZS4vaRpAhdMoabqk9Apus6zPlDWtbZ4A6OxYlve7KW2b+j7We746Xen7XZ7vW9Pvv+w8LIW1pZVef9f6KFuV8bvW936W5zem6/Kui/3WNA+Ft9n3f+11fi7VpmxV/DeWV3byrznabLOi02V9v8Uda339pjS5bunqGlGR87fuz6WaX6+LjLSk5TWlItcpfZRnfZ/HilPZ12cAGn/fuvoNVuRY62KblX2PUNzvXF/3nSX9znWxTU3P3wA0zoOuvpuK/K51cV+i72NtiGc8XdyP6fo6Vdx5TFfbyE+f9C85ORnr1q3DrVu3AAABAQF47bXX4OjoqHWaBg0Qubq6Qi6XIy4uTm1+XFwc3N3di/2MpaUlLJ/8mIG86mGpqal6zScRERGRLrHfFO1oM7ABERGRqbl48SIGDx4Ma2trtGrVCgCwcuVKLFmyBFu3bkXz5s21StegDe4sLCzQokULHD58WJqnUqlw5MgRtG3b1oA5IyIiIiJjkx9Ys7a0lAJFRERE1c3MmTPRr18/XLp0CevWrcO6detw6dIl9OnTBx999JHW6Rq8idnYsWMxduxYtGzZEq1atcK3336L9PR0aVQzIiIiIiIiIiLKExISgq+//hpmZk9DOmZmZvjwww/RvXt3rdM1eIBo0KBBePz4MRYsWIDY2Fg0bdoUmzdvLrGJGRERERERERFRdWVvb4/IyEg0bNhQbf7Dhw9hZ2endboGDxABwLvvvot332UbciIiIiIiIiKi0rz00ksYP348Pv30U7Rr1w4AcPr0acyZMweDBw/WOl2jCBBVRG5uLgDAw8Ie2XIVskRLKJVKiB4eEFxdIeYqoVIq4WnhCCsLc2SJVuVaXtI0gAqnUdJ0SekV3GZZnylrWts8AdDZsSzvd1PaNvV+rA2w3+X5vjX9/suXBwu9/q71UbYq43et9/3UIg8VLe+62G9N81B4m/o4l2pTtnTzG7OQrjnabLOi02V9v5VxDdHmuqWra0RFzt/6OZdqdqx1dU2pyHVKH+VZ3+cxXRzrip5DAOg9D7ooWxX9/ivj3leb37m+7jtL+p3rYpuanr8BaJwHXX03ujyPaXNfou9jbYhnPF3cj+n6OlXceUxX28hfbgyUSiXkcnmR/ORP5+bmwuLJs1BV8+mnn0IQBLz//vtSTMTc3BxvvfUWgoODtU5XEPPHia+iFAoFMjMzDZ0NIiIiIiIiIqoirK2tq1yA6Pr162jcuLE0nZGRgbt37wIA6tWrBxsbmwqlbzIBInNzc4SFhcHPzw9yudzQ2SKqEpRKJW7fvs1yQ6Qhlh0i7bDsEGmHZYdIcyWVG1EUkZWVVSUDRC4uLmjVqhVGjhyJQYMGwd7eXqfpV/kmZubm5sjMzIQgCBBFEYIgQBAEQ2eLqEpguSHSDssOkXZYdoi0w7JDpLmyyo25ubkBclUxO3fuxPr16zF79mzMmjULzz//PEaOHImOHTvqJH2ZTlIhIiIiIiIiIiK96dixI1asWIEbN25g4cKFePDgAQYMGIA2bdrgq6++QkxMTIXSZ4CIiIiIiIiIiKiKsLW1xWuvvYZ//vkH586dw4svvogffvgBTZs2xauvvqp1ugwQEREREREREREV48cff0SnTp3g7e0Nb29v9O7dG/v37y/1M9u2bUO7du1Qs2ZNdOzYEfv27VNbLooiFixYgICAAHh6emLgwIG4c+eOVvnz9fXFpEmTMGXKFNjZ2RXZliYYICIiIiIiIiIiKkatWrUQHByMQ4cO4eDBg+jcuTNee+013Lhxo9j1T58+jdGjR2PEiBE4fPgwnnvuOYwYMQLXr1+X1vn666+xevVqLF26FPv374eNjQ0GDx6MrKwsjfJ2/PhxjB07FgEBAZgzZw6ef/557NmzR+t9rfKjmImiiJSUFMjlcty5cwcNGjRgz/5E5aRUKhEWFsZyQ6Qhlh0i7bDsEGmHZYdIcyWVG1EUoVAoAECt82pLS0tYWlqWK+169erhk08+wciRI4sse+utt5Ceno4//vhDmterVy8EBgZi2bJlEEURjRo1wrhx4zB+/HgAQHJyMvz9/bFy5UoMHjy41G0/evQI69evx4YNGxAeHo527dph5MiRGDhwIGxtbcuV/5JU+VHM8oWHhwMAwsLCDJwToqqH5YZIOyw7RNph2SHSDssOkeYKlxtBEODj44PAwECkpaVJ86dPn44ZM2aUmpZSqcS2bduQkZGBtm3bFrvOmTNnMG7cOLV53bt3xz///AMAuH//PmJiYhAUFCQtd3R0ROvWrXH27NlSA0Qvv/wyDh8+DFdXVwwdOhQjRoyAn59fqXnWhMkEiHx9fVmDiEhD/GsUkXZYdoi0w7JDpB2WHSLNlVWD6OrVq0VqEJXk2rVr6NOnD7KysmBra4t169YhICCg2HVjY2NRo0YNtXk1atRAbGwsAEgjjRVex93dXVqnJObm5vj111/Rp08fvZwLTCZAlH9w5HI5T5pEGmK5IdIOyw6Rdlh2iLTDskOkucLlJr+XHQcHB7UAUWn8/Pxw5MgRpKSkYPv27Rg7dix27txZYpBIXzZs2FDmOunp6QgJCUGnTp00Tp+dVBMRERERERERlcDCwgK+vr5o0aIFgoODERgYiO+++67Ydd3d3REXF6c2Ly4uDu7u7gAADw8PaV5BsbGx0joVER4ejhdeeEGrzzJARERERERERERUTiqVSurourB27drh8OHDavMOHTok9Vnk4+MDDw8PtXVSUlJw/vz5Evs1qiwm08SMiIiIiIiIiEiX5s2bh549e6JOnTpITU3F5s2bcezYMWzZsgUAMGbMGHh6eiI4OBgA8N5772HAgAFYsWIFevfuja1btyIkJARfffUVgLxOsseMGYPFixfD19cXPj4+WLBgAWrWrInnnnuuzPzUq1ev1OVKpVLrfWWAiIiIiIiIiIioGI8fP8b777+PmJgYODg4oEmTJtiyZQu6desGAIiMjIRM9rRxVvv27bFmzRrMnz8fn376KXx9ffHbb7+hcePG0joTJkxARkYGJk6ciOTkZHTo0AGbN2+GlZVVmflRKBR466231NIrKCIiAgsXLtRqXxkgIiIiIiIiIiIqxvLly0tdvnPnziLzBg4ciIEDB5b4GUEQMHPmTMycOVPj/AQGBqJ27dp49dVXi11+5coVrQNE7IOIiIiIiIiIiKgK6N27N5KTk0tc7uzsjGHDhmmVNmsQERERERERERFVAZMnTy51uZeXF1auXKlV2qxBRERERERERERkgoYMGYLo6OhyrcsAERERERERERGRCTp58iSysrLKtS4DRERERERERERE1RwDRERERERERERE1RwDRERERERERERE1RwDRERERERERERE1RwDRERERERERERE1RwDREREREREREREVcAHH3yA1NTUcq8/ceJEODs7l2tdBoiIiIiIiIiIiKqADRs2lHvYegCYNGkSHB0dy7UuA0RERERERERERFWAKIp6S9tMbykTEREREREREZFOpaWlwdLSstR1HBwcNE6XASIiIiIiIiIioiqiTZs2JS4TRRGCICA+Pl7jdBkgIiIiIiIiIiKqIn799ddydzytCQaIiIiIiIiIiIiqiPbt26NGjRo6T5edVBMRERERERERVXMMEBERERERERERVQF16tSBXC7XS9oMEBERERERERERVQEHDhyAi4tLictzc3Nx/vx5rdJmH0RERERERERE1UhWVhaSkpKQmJiI5ORkJCUlISkpSe194XlOTk5o3bo12rRpg7Zt28LT0xNpaWlITExEQkICkpKS0Lx5c710nkxPBQQE4ObNm1IfRB07dsSmTZvg5eUFAEhISEDv3r05ihkRERERERFRVaVSqZCeno6UlBSkpKQgNTUVKSkp8PDwQJMmTSCTqTcCioiIwO7duxEfH4/u3bujTZs2as2Prl69ik2bNuHw4cOIj4+Xgj3Z2dla5e/AgQPSe7lcDqVSqbZ89+7d6NGjh1ZpU/mIoqg2HRERgdzc3FLXKS8GiIiIiIiIiIgqSBRFxMfHIzo6WgrsFAzylPU+OTkZqampJT7cOzk54ZlnnkHHjh2RkZGBXbt24dKlS9Ly4OBguLm5oU+fPvD29sb27dtx/fr1EvMrk8ng6OgIJycn6VVw2tHREc7OznB0dISjoyOio6Nx9uxZnD17FtevX5eCQxYWFnBxcYGTkxMEQdDtQTUCS5cuxc6dO3H79m1YWVmhXbt2mDt3Lvz8/Er8zIABA3D8+PEi83v16oVNmzYBAMaOHYsNGzaoLe/Rowc2b95c4Txr+z0wQERERERERERUhuzsbMTExCAyMhL379/HgwcPpNf9+/cRERGB9PR0nWxLLpfD0dERDg4OsLW1xf3795GUlITdu3dj9+7d0noymQwdOnSAh4cH/v33Xzx+/Bi///67tNzCwgK9e/fGSy+9BB8fHyno4+TkBDs7uyI1ksoyevRoAEB6ejoSExPh4uICa2trkwwM5Ttx4gRGjx6Nli1bIjc3F59++ikGDRqEU6dOwdbWttjPrFu3DgqFQppOSEhA586dMXDgQLX1evTogZUrV0rTlpaWetmH8mKAiIiIiIiIiKq9yMhIHDt2DJGRkYiJiUF0dDRiY2MRHR2NmJgYJCQklCsdNzc3ODo6wt7eHg4ODtL/hV+F5xectrKyUgu65Obm4sqVKzh+/DhOnDgBmUyGPn36oF+/fnBzcwMA5OTk4OTJk9i1axciIiLQp08fvPDCC3ByctL5sbK1tS0xOGJqCtfoWbVqFfz8/BASEoJOnToV+5nC/TBt3boVNjY2ePHFF9XmW1pawsPDQ6P8CIKAtLQ0WFpaQhRFaTolJQUAkJqaqlF6BZlMgCi/elvhNpBEVDKWGyLtsOwQaYdlh0g7LDv6ERcXhyNHjuDw4cM4dOgQwsLCyvyMubk5atWqBW9v72JfXl5esLKyqnDeVCqV2rQgCGjWrBmaNWuG999/X21Z/u9CJpOhU6dORYIW1fV3U1K5yW/Cl5KSohaEs7S0LFcNnvxAjCadca9btw6DBg0qElQ7duwY/Pz84OTkhM6dO+Pjjz8udYSy/Py3adNGbbpr165q09rW6BJEbXsvMhKiKCIlJQX379/XuiMmIiIiIiIiMm1paWm4cOECzpw5gzNnzuDWrVtqy2UyGRo1aoR69erB1dUVbm5uRf53cHAw6eZU1YEgCPDx8UFgYCDS0tKk+dOnT8eMGTNK/axKpcKrr76K5ORk7Nmzp1zbO3/+PHr27IkDBw6gdevW0vwtW7bA2toaPj4+uHfvHj799FPY2tpi3759ah2NF1Zc30bFKal2U2lMJkAkl8tx584dNGjQoNSDSURPKZVKhIWFsdwQaYhlh0g7LDtE2jHGspObmwu5XF6pwRKlUon09HQolUqoVKoi/xd85c+LiorC4cOH8d9//+H8+fNFapM0adIEQUFBCAoKwrPPPquX5lhkGCWVG1EUpf6BNK1BNGnSJBw4cAC7d+9G7dq1y5WP//3vfzh79myZgZ179+6hZcuW2LZtm1qNoMpkMk3M8r9wuVxuNCdNoqqC5YZIOyw7RNph2SHSjj7KjiiKyMjIQHx8vNorISFB+v/x48dq0/Hx8UhJSYGvry8mTJiA119/HTY2NjrNV0EpKSlYsWIFvv76ayQmJlYorfr166Nbt24ICgpC165dNe7/haqewuUmv46MprXBpk6dir1792LXrl3lDg6lp6dj69atmDlzZpnr1q1bF66urggPD69QgOjSpUtYsGAB/vjjD40/azIBIiIiIiIiqr4yMzORlJSExMREJCcnIzExEUlJSVAqldKQ3flDeOePDqXpCE7FiYiIgIODAxwdHXWwF/qVm5uLY8eOYdu2bTh27BgeP36M+Ph4ZGdna5VeeHg4JkyYgM8++wzjxo3DyJEj4ebmJnWwnJ2djbNnz+K///7D4cOHcf/+fTRu3Bht2rSRXvkdLBcnLS0Nq1atwtKlS0vsIFomk0Emk0Eulxf73t7eHp06dUL37t3RtWtX+Pj4aLWvVH2Joohp06bhn3/+wY4dOzT6DW3fvh0KhQJDhgwpc92HDx8iISGhXEHLf//9F//99x/Mzc0xatQo1K1bF7du3cK8efOwZ88edO/evdx5LIgBIiIiIiIiMghRFHHr1i2cOnUKJ06cwLVr15CbmwuVSgVRFCGKovS+uHmiKCItLQ1JSUkaBzkEQYCDgwOcnJyk/x0dHeHq6orWrVujc+fOaNy4cbE1DKKiovDnn3/ijz/+wLlz51CjRg389ttv6NatW5nbvXnzJv777z/07t0bvr6+GuVZG9nZ2fj333+xbds27NixA/Hx8cWuZ25uDjc3N7i4uMDV1VXt//w+eArOc3BwwLZt27Bs2TLcu3cPc+fOxdy5c6W0HB0dkZ6ejszMTLXt3Lt3D7t27ZKm69ati1atWqFNmzZo2rQpoqKicOXKFVy5cgUXL16UOgRu2LAhZs+ejRdffBFmZmaQyWQQBIH9AZHeTZkyBZs3b8b69ethZ2eHmJgYAHk1kKytrQEAY8aMgaenJ4KDg9U+u27dOvTv379Ix9NpaWlYuHAhXnjhBXh4eODu3bsIDg6Gr68vevToUWp+1q1bhwkTJsDZ2RlJSUlYt24dPvvsM0yfPh0vvfQSTpw4AX9/f6321WT6ILKwsMCtW7fg7+/PKstE5aRUKhEaGspyQ6Qhlh0i7bDsUG5uLi5fvoyjR4/i6NGjOHHiBB4/fqyz9GUyGZycnODs7AxHR0c4OztDJpMhOTkZSUlJSElJQVJSErKyssqVnpubG5555hnY2NggIyMDWVlZSEhIwIULF4oMkCOTyfDJJ59gypQpJdZMWrt2LcaPHy8FTVq3bo2XX34ZgwcPRt26dUvMh6ZlJyMjA3v37sVff/2FXbt2SUEWAHB1dcXzzz+P/v37w9vbWwr62NnZaRVsyc3NxZ9//omvvvoKISEhRY6Lu7s7unTpgqCgIPj7++PKlSs4d+4czp07V6ST6OI0aNAAs2bNwrBhw3jeII2UVG5EUURmZma5m5iVNFrZypUrMXz4cADAgAED4O3tjVWrVknLb9++jXbt2mHr1q1FgseZmZkYMWIELl++jOTkZNSsWRPdu3fHzJkz4e7uXmp+OnXqhKFDh+LDDz/E33//jTfeeANt2rTBzz//XO6mbyVhgIioGuONOpF2WHaItMOyo1uiKCIsLAzHjx/HqVOnkJSUJNWuKVjrBsgbecfMzAx2dnawt7eHvb09/Pz88Prrr8PMTH+NCrKzs3Hu3DkcPXoUx48fx4kTJ5Camqq2jpWVFdq0aYNnnnkGrVu3ho2NjVQzpGAtkfz3BecJggBbW1spKGRnZ1euZmNZWVlITk6WXklJSVIA6eHDhzhx4gROnjxZpPZLQc888wyGDRuG/v3747PPPsOvv/4KIO9B8aefflLr7DgzMxP/+9//8PPPPwPI6wfn7t27akOZt2vXTgoW1alTR21bBcuOKIr4+++/kZGRgUaNGsHf3x92dnZISUnBrl278Ndff2Hv3r3IyMiQPu/p6YkXX3wRL730Ejp37qy371ylUiEtLU06rubm5mjYsGGJD+HJycm4cOGCFDC6fv06vLy80LRpUwQGBqJp06Zo2rSpXn+jZLp0FSAyNrVr18bJkyfh7e0NURTh4eGBv//+Gx06dKhw2gwQEVVjvFEn0g7LDpF2TK3sxMTE4ODBgzh58iTMzc1Rq1Yt1KpVC7Vr14anpydq166t0457lUolLl++jOPHj+PYsWM4ceIEoqOjK5Rm165d8fvvv5f5F+uyXLx4EcuXL8f9+/ehUCiQnZ2N7Oxs3L17t0htHUdHR3Tq1AmdO3fGs88+i5YtW8LCwqJC29cHhUKB8+fP4+zZswAAGxsbWFtbw8bGBq1atVLrh0QURfz000+YMGECFAoF7Ozs0KRJEymAs2HDBly+fBkymQxz5szBjBkz8PjxY2zbtg2bN2/G4cOH1WredOjQASNHjsTQoUPh4OAglZ1Hjx5hypQpuHbtmlpea9eujcePH6s1s/Px8cFLL72El156Ce3bt9dJf0tEVYmpBohcXFwQGhqKGjVqAADq1KmDo0ePlloLsbwYICKqxkztRp2osrDsEGmnqped1NRUHD16FAcPHsTBgwdx9erVMj/j5OSEWrVqwcnJSRpJRy6Xw8zMTOpI18zMDA4ODmjfvj2eeeYZNG7cGDKZDFlZWTh37hyOHTuG48eP4+TJk2pNhQDAwsICbdu2RceOHVG7dm21WjaFa9zk5OQgLS0NqampSE5Oxk8//YS0tDTUrl0bGzduRPv27QHk3V+Hhobi7t276NKlC2xtbUvcvzNnzmDBggVqfcoU5u7ujmeffVYKCAUGBlbJ7788zp8/j+HDh+Pu3btFlrm7u2PdunXF9lMUHR2Nv/76C5s3b8axY8ekYJGtrS2GDBmCF198EcuXL8e///4LIO8BsUmTJggNDUVsbKyUjp+fH1566SUMGjQILVu2rJIPv0S6YsoBolmzZsHOzg4AMHfuXIwfPx6urq5q67333nsap80AEVE1VtVv1IkMhWWHSDvGUHZycnKkwEx51j1z5gz+/fdfHDx4EGfOnEFubq7aOi1atEBQUBBkMhkePXqEqKgoPHz4EFFRUWpNfDTh5OQEX19fXL16FQqFQm2Zvb09nnnmGakGTps2bWBlZaXVdm7cuIEhQ4YgNDQU5ubmmDZtGqKionDgwAFEREQAAOrVq4eVK1eiZ8+eap89evQoFixYIAUsZDIZhgwZggEDBsDKygoWFhawtLRErVq1Sm1iZIpyc3MRGhqKGzdu4MaNG7h+/Trs7e0xd+5c1KpVq8zPR0VFYdOmTfjxxx8RGhqqtkwul+O9997DnDlzpE5vExISEBoaCkdHRzRq1KhaHWui0phqgKhZs2Zl5lsQBISEhGicNgNERNWYMdyoE1VFLDtE2tF32cnIyMDDhw/x8OFDREZGSsGayMhIKWgTExMDFxcXjB49GmPGjFHr0FMURVy5cgWHDh3CwYMHcfToUaSlpaltw9fXF927d0f37t0RFBRU4hDd+feoUVFRiIqKQkpKCpRKJZRKJXJzc6FUKqFSqaTpR48e4eTJkzh9+rRaYMnd3R2dOnXCs88+i2effRbNmjXT6bFLSUnB22+/je3bt6vNt7CwgIODg9SB9MiRI7Fo0SJcuHABn3/+OY4dOwYAMDMzw2uvvYapU6eiYcOGOssX5f2Gjh8/jh9//BF79uxBw4YNsXz5cjRr1szQWSOqEkw1QKRPDBARVWN8yCXSDssOVSXZ2dlISEhAYmIiPD09SxyNpTJoW3ZEUURycrJaoCf/fcFXYmKiRvkxMzPD4MGD0blzZxw9ehSHDh1Sa64D5I1i1a1bN/To0QPdunVDvXr1NNqGpnJycnD58mXcuXMHLVq0gJ+fn94fYERRxPLly7Fz5060aNECPXr0QOfOnaFUKjFnzhysWrUKoijC0tJS6uPGwsICb7zxBqZMmaKTfi+odLzuEGmOASLNMUBEVI3xZoNIOyw7ZAgKhQIJCQlSsCc+Ph6JiYlISEiQ3hecl/9KT0+X0pDJZGjfvj369u2Lvn37onnz5lp1XHv+/HmsXLkSf/31F7KystRGlMq/2S48L/8liiLkcrnavPz+eAq+8vvmyc3N1ai5lq2tLby8vODl5SV1GO3l5YXatWtLnUifPHkSy5cvx9GjR4t83sbGBp07d5ZqCTVt2rTad+576tQpvPvuu7h58yasrKzwzjvvYOLEifDy8jJ01qoNXneINGeqAaLMzEwcPnwYffv2BQDMmzdPrTmyTCbDrFmztGp+zAARUTXGmw0i7bDskL7kN3HatGkTzp07pxYMKtzUSRMymQwODg5ISkpSm29ubg4nJyc4OjpKw4Tnv3d0dISzs7Pa8sePH2P16tU4depUBfdUOy4uLkUCPvnv81+a3PBfvHgRq1atwv3799GxY0f06NED7du3N8oRtQwtOzsb+/fvR9u2beHh4WHo7FQ7vO4Qac5UA0Q//fQT9u3bh40bNwLIG8UsICBACgjdvn0bH374IcaOHatx2mY6zSkRERGREUtNTcX27duhUqkQEBCAgIAAODg46HQbx44dww8//IDMzExYW1vD2toaVlZWsLKykt7nz7e0tJTmXbp0CX/88Qdu3rxZYtqCIMDZ2RkuLi5FXs7OznB1dZX+LzjPwcEBMpkMDx48wL59+7B7924cPHgQ6enpiIuLQ1xcnEb7aG5ujpdffhljxoyBt7c3gLwb7uJeBZcplUrcuXMH9erVk27KC/bDU/B9fn89MplMGjLe2tpay2+leC1btsSaNWt0mqapsrS0xIABAwydDSKiau/PP//Ehx9+qDZvzZo1UnPfP/74Az/++CMDRERERETFuX79Or7//nusW7cOqampastq1aolBYsCAgLQqFEjBAQEwN3dXaO/LJ46dQqffPIJDhw4UKG8Wlpaol+/fujfvz9q1qwpBX1cXFzg5ORUoeZO3t7eGD16NEaPHg2FQoGYmBgkJSUhOTkZSUlJaq/i5imVSgwaNAijR49GzZo1Nd5+fvDHz8+PtSCIiIi0cPfuXTRp0kSatrS0VLs3aN26NaZOnapV2gwQEREZqYSEBNjZ2bGpA1EpIiMjcefOHbRs2bJITaCcnBz8/fffWL16Nf777z9pfoMGDVCnTh3cuHED0dHR0ihTBw8eVPu8s7OzWuAo/+Xj4wOZTIa0tDRcvnwZISEh2L17N/bu3Qsgr3bN66+/jmbNmiEzMxOZmZnIyspCVlaW2nTh+e7u7hg0aBBefPFFODo66v3YWVhYoE6dOqhTp47et0VERES6kZycLA0YAABhYWFqy1UqlVqfRJpggIiIyIhkZmZi27ZtWLt2LQ4ePIjmzZtj3759cHJyMnTWiCqdQqHA33//jWvXrsHW1hZ2dnawtbVFRkYGTpw4gRMnTuD+/fsA8oIdQUFBeOGFF9ChQwf8/fff+OGHHxAVFQUgrw+eAQMGYMyYMejevbv0l7akpCTcvHmzyOvu3btITEzEyZMncfLkSbV8WVtbw93dHQ8ePEDBrhzlcjlef/11zJgxg6M6ERERkV7UqlULN27cgJ+fX7HLr127hlq1ammVNgNEREQGJooizpw5g19//RWbNm1CSkqKtCwkJAQvv/wydu7cqdVIBFT5EhMTsX79ehw8eBCenp7w8/OTXvXq1YOZGS+9Zbl16xZ++uknrFu3rsy+cWQyGWrWrImoqCjs27cP+/btU1teo0YNvPXWW3jnnXekvnIKcnJyQocOHdChQwe1+ZmZmbh161aRwNHt27eRmZkpBaZq1aqFFi1aoEWLFhg5ciTq169fwb0nIiIiKlmvXr3w+eefo3fv3kWeDzIzM7Fo0SL07t1bq7R5l0pEpEeiKOLOnTs4f/487ty5Aw8PD3h5eaFOnTqwtrbG5s2bsXbtWoSGhkqf8fHxwciRI9GmTRuMHDkSR44cwRtvvIHff/+dfXYYKVEUcezYMfz444/YunUrsrKyil3PzMwMvr6+8PPzg7+/v1rwqGbNmlVyJI2KOHfuHCZPnozw8HDIZDKpVs/Dhw+ldWrVqoW+ffsiNzcXaWlpSE9PhyAIaNOmDTp16oR27drBzs4ON2/exI4dO7Bjxw6cOXMGzzzzDN577z0MGjQIlpaWGufN2toazZs3R/PmzdXm5+bm4u7du4iJiUHDhg3h7u5esYNAREREpIFJkyZh27ZtaNu2Ld555x00aNAAQN7oZWvWrIFSqcSkSZO0SpvD3BNVYxwyVbdUKhXCwsIQEhKCixcvIiQkBOfPny8yrHRxrK2tMWjQILz++uvo0qWL9KB86NAhDBgwADk5ORg3bhyWLl1a7YIIxii/7Li4uGDDhg348ccfcevWLWl506ZNMWzYMKSmpuL27du4desWwsLCkJmZWWKa9vb2cHNzg5mZGczNzWFmZoaAgABMnjwZLVu2rFB+MzIyEBsbi6SkJLVhUA0lMzMTn3zyCZYtWwaVSlVkuUwmQ9++ffH222+jX79+Gte6EkWR5cRI8bpDpB2WHSLNmeow9wBw//59TJ48GYcOHZKauwuCgG7dumHx4sVaN3VnDSIiIi1kZ2cjNDQUISEhUkDo0qVLSEtLK7KupaUlmjdvDn9/f8THx+PBgweIjIxEUlISOnbsiFGjRuHll18udqjtbt264eeff8aIESOwcuVKyGQyjBo1Ck2bNq3QSEakPVEUcfjwYSxduhSHDh1CTk4OAMDW1hZDhw7F22+/jTZt2hS54VCpVHj48KEUMLp9+7b0/t69e0hNTS0yutbly5exadMm9O/fHx999BHat28vpZWQkIDY2FjpFRcXh5iYGMTFxanNi42NVftdent748svv8TAgQMNclN08uRJvPPOO1JAbdiwYZg4cSJkMhlUKhVEUYSnpyc8PT213kZVvdkjIiIiKg8fHx9s3rwZiYmJCA8PBwD4+vrC2dm5QumyBhFRNca/RqnLP59ER0cjOjoajx49kt4XfiUkJBSbhpWVFZo1ayb1SdK6dWs0adKk2JHIcnJyYG5uXq68LV++HJMnT5am3dzcEBQUhJdeegkvv/wyH4grQXJyMn777Td89913ak0CW7dujbfffhtDhw6Fvb29VmlnZ2cjPDwcKSkpyMnJQU5ODjIzM7Fx40Zs2rRJqmXToEEDpKWlIS4uDkqlUqNtWFpawtzcXAoW9ezZE0uXLkVAQIBWedZURkYG5syZg+XLl0tBoBUrVuD555+vlO2TceB1h0g7LDtEmjPlGkT5kpOT1QJEFR0FlQEiomqsutxsKJVKPH78uNiAT/68mJgYPHr0qNQmQIU5ODhIgaAWLVqgZcuW8Pf311snxOvXr8fGjRtx9OhRpKenS/PHjBmDZcuWFfkOHz16hBMnTqB///6wtrbWaFuiKOLy5cv4999/IZPJ0Lp1a7Ro0ULrAIixEkURf/75JxYtWgRvb29MnDgRzz77rNrNwqVLl/D9999j/fr10nG3s7NDv379MHnyZLRq1Uqvebx9+zYWLVqE33//Hbm5uWrLXFxcUKNGDbi7u0uvGjVqwMPDo8h8e3t7ZGRkYNGiRViyZAkUCgXMzMzQs2dP1KlTB7Vr14aXlxeCgoKK7cy5Io4cOYL33nsPd+7cAQCMGjUKX375ZYX/ykVVT3W57hDpGssOkeZMOUD04MEDTJkyBQcPHlRrYtajRw98+eWXWt/LMUBEVI1VhZuN5ORkbNq0CdHR0cjNzUVubi6USqXa/wVf+fPS09OlIFBsbKxGtS0cHBzg4eEBT09P1KxZU+3l6ekpLXNxcTHIRUWhUODs2bP4+++/8dVXX0EURTz//PNYt24dbGxsoFQq8d1332HOnDlITU2Fl5cXPvnkEwwfPrzUZmkpKSk4ePAg9uzZgz179kjDg+cTBAH+/v5o3bo12rRpg9atW6NZs2awsbHR9y5rTKFQ4NKlSzh16hROnz6N0NBQtGrVCgMGDECPHj1gY2ODkydPYtq0aTh9+rTaZ9u2bYuJEyciJycHq1evxokTJ6RljRs3xpgxYzB06FA8evSoUstOREQEQkND4ebmBnd3d7i5uRVbM608wsLCMGXKFOzatavIMltbW+zfvx9t2rSpaJYRGxuLzz77DN999x0AwMvLC6tWrULfvn0rnDZVTVXhukNkjFh2iDRnqgGiyMhI9OjRA2ZmZnj77bfh7+8PALh58yZ++uknKJVK/Pvvv6hdu7bGaTNARFSNVebNRmZmJiIiIhAREYHIyEi1WjzJyclo3rw5evTogY4dO8LGxgZ37tzBihUr8Ouvvxbbr4+mBEGAu7u7WuCnpCCQra2tDva4cmzZsgVvvPEGsrOz0a5dO8ydOxezZ8/G+fPnAeQ1ecsfUatly5ZYsGAB/P39kZOTI40KdejQIezZswfHjx+X+tMBABsbGwQFBcHc3BwXLlxAREREke3L5XK0aNECQ4YMwbBhwyrUb0x5xMXF4auvvsLt27cREBCAJk2aIDAwEA4ODjh79ixOnz6N06dP48KFCyWOJGZlZYXAwECcO3cOQF5A5H//+x9iY2Oxdu1aZGdnq61vZmaGgQMH4v3335dqF5nKjfrp06dx9epVREZG4uHDhzhz5gyuX78ONzc3HD58GH5+flqle+vWLXz99ddYt26d9D28/fbb+OKLLypc9ZmqNlMpO0SVjWWHSHOmGiAaP348wsPDsWXLlmKHuX/55ZdRv359fPPNNxqnzQARUTWm65uN6OhoXLx4EaGhoYiIiMCDBw+koFBcXFy50rCwsEDjxo1x6dIlqbpk48aN0alTJ2lkJzMzM8jlcsjlcmm64Esul8Pa2lot6OPu7q63pl+Gdvz4cQwaNAiJiYnSPEdHR8yfPx8jRozAihUrsHDhwiIdIBenQYMG6NevH/r27YvOnTurXXSio6Nx4cIFnD9/XnrFxMRIy2UyGbp3747hw4dj4MCBsLOzK5K+SqVCeHg4fH19NepkOzExEcuWLcPy5cvVmteVxsXFBe3bt0f79u3RsGFDHD9+HDt37sT9+/cB5AUN33jjDcydO1cKbMXGxuLbb7/FDz/8AAsLC7z11lt46623igS+TPVGPTU1Fb169cKFCxdQr149/Pfff2r7LooiVCpVift88uRJLFmyBDt27JDKb5s2bfDZZ5+he/fulbIPZNxMtewQ6RvLDpHmTDVA1LhxY/z444945plnil1+/PhxjB49Gjdu3NA4bQaIiKoxbW82RFFEVFQULl68iAsXLuDChQsICQkp0iSpMFtbW9SpUwd16tRRC97kN/c5ePAgIiMjpfX79euH8ePHo0ePHlXy5F2Zbt68iRdeeAH37t3DkCFDsHjxYtSsWVNant/UZ+3atVLn2PnDqbdp0wZ9+/ZFnz590KBBg3JvUxRFPHz4ELt27cLvv/+OkydPSstsbGwwcOBADB8+HF27dsWJEyewbds2bN++HVFRUXj22Wexbt26Mqu+pqWlYfny5Vi2bBmSkpIAAK1atcIrr7yCsLAwXLt2DdeuXUN6ejoCAwPRoUMHtGvXDh06dICfn1+R340oirhy5QrOnDmD9u3bo2nTpuXe34JM+UY9NjYWQUFBCAsLQ7NmzbBv3z5cvXoVf/31F7Zv346YmBj06tULgwYNwgsvvAB7e3vs2LEDy5YtU/sN9O/fH5MnTy7SpxNVb6Zcdoj0iWWHSHOmGiDy8PDAhQsXSryPfvjwIVq3bo3o6GiN02aAiKiKiIuLw82bN1GnTh3UrVtXJ2mW52ZDFEVERERIwaCQkBBcuHBBreZIPkEQ0LBhQwQGBsLHxwfe3t5SQMjb2xvOzs6lnoRFUcTt27dx/vx5tGzZstJGVzIVaWlpiIyMNNhxu3PnDtavX4/169dLnREDec3QiusDys3NDT///DP69OlTZFlmZiZWr16NRYsW4fHjxwCAJk2aYO7cuXjhhRfUfkeiKEKhUMDS0lIPe1U8U79RDw8PR9euXRETEwMzM7MinWPnMzc3h4eHhxTYtbCwwPDhw/G///0PjRs3rswsUxVh6mWHSF9Ydog0Z6oBombNmuGrr74qsXb2gQMHMGnSJFy+fFnjtBkgIjIyKSkpuHnzJm7cuIEbN27gypUruHLliloEuFGjRujXrx/69++PZ555ptxDpReUm5uLXbt2Ydu2bWjQoIEUyHFzc8OtW7fUgkH5D+gFyWQyBAQEoFWrVmjZsiVatWqF5s2bF9usiKoXURRx5swZ/P7779i0aRMSEhLg6uqK559/Hi+99BK8vb3x5ptvIiQkBAAwZcoUDBs2DHFxcYiNjcX9+/fx3XffSTXSGjRogDlz5uCVV14xmvN7dbhRv3jxInr27InU1FQ4OztjwIAB0ve3fft2bNmyBdevXwcAODk54d1338W4ceP03g8VVW3VoewQ6QPLDpHmdBUgWrp0KXbu3Inbt2/DyspK6veztL4a169fj3HjxqnNs7S0VHumE0URn3/+OdauXYvk5GS0b98eS5YsQf369UvNz0cffYQjR45g+/btcHNzU1sWFxeHl156CZ07d8bnn39e5r4VxgBRFaJUKnH9+nXUrl0bLi4uhs4OleHBgwcICwuDTCaDIAiQyWTSK386MzMToaGhUkDo5s2bePjwYbHpCYIAb29vREZGqtXGcHR0RK9evdC/f3/06dMH9vb2uHDhAk6cOIETJ04gMTERzZs3R6tWrdCqVStYWFhg7dq1WLduHR49elSufZHL5WjcuLFaMMhYR68i46JQKBAeHo4GDRqo9QGVlZWF6dOn49tvvy3xs97e3vj4448xYsQIo+s/qrrcqIeHhyMyMrLEQPT169cRFhaGbt26wd7e3gA5pKqmupQdIl1j2SHSnK4CRC+//DIGDRqEli1bIjc3F59++ilu3LiBU6dOlTi4zfr16zFjxgycPXtWmpc/aE6+r776CsuWLcO3334Lb29vLFiwANevX8epU6eKdD5dUFJSEnr27InY2Fi88soraNiwIURRRGhoKLZs2QJ3d3fs378fzs7O5TlMahggqgLCw8OlB/r8UYTq168vDTXdtm1btGjRokqNvGSq4uLisGXLFmzcuFFtaGxNeXp6olGjRggICEBgYCCaNm2KJk2awM7ODomJidi/fz92796NPXv2ID4+XvqcIAgwNzeHQqEo13bc3NwQFBQEGxsbREZGIiIiArGxsahXr55aMKhp06alnqSItLVlyxZMnz4dWVlZasO3d+3aFW+88UalNhvTBG/UibTDskOkHZYdIs3pq4nZ48eP4efnh507d6JTp07FrrN+/Xp89NFH0uAohYmiiEaNGmHcuHEYP348ACA5ORn+/v5YuXIlBg8eXGoekpKS8Mknn+Cvv/5CcnIygLyKAwMHDsScOXO0Cg4BgHH9SbYC8mtUFNfPRVV17tw5fPzxxzh8+LA0z9raGpmZmbhz5w7u3LmDTZs2Achr7tO4cWO0adMG7777Llq2bGmobBul8PBwpKSkoFmzZhqNnATkFd5r167h4MGD8PLyQrdu3dQKXGpqKnbu3Ik//vgDBw4ckH6D+f3xyGQyaeSf/P/z35uZmaFBgwbw9/dHo0aN4O/vj4CAADg5ORWbF6VSCQcHBwwePBiDBw+GUqnE2bNnsWfPHuzevRuXL1+GQqGAu7s7OnTogGeeeQYeHh5SU7GQkBCkp6ejV69eeP3119GvXz88ePAADRo0KPNmw5TKFhmPgQMHYuDAgSUuN9bfnSlec4gqA8sOkXZYdog0V1K5ya8jk5KSohYgsrS0LNcfJ1NSUgCgzCBMeno6mjZtCpVKhebNm2P27Nlo1KgRAOD+/fuIiYlBUFCQtL6joyNat26Ns2fPlhkgcnJywtKlS7FkyRKpOxA3NzcIgoC4uDgsWbIEkydPLnNfCjOZGkT3799HFd8VNdu2bcP8+fORk5MDQRDQoUMHDBw4EEFBQcjOzpZG7rl69SquXbumNoS4ra0tdu7cqXXU0BTk5OQgJCQER48exZEjR3Dv3j0AgLu7O3r06IFevXqhUaNGuHbtmjQK17179+Dl5QU/Pz/4+/ujZs2aOH36NA4cOCDV3ALygnH5oyXdu3cPR44cQVZWlrS8cePG6NevH3r37g0PD49K3e/Y2FhkZ2fDy8ur2Gi4UqmEQqGAtbV1peaLiIiIiIjIGAiCAB8fHwQGBiItLU2aP336dMyYMaPUz6pUKrz66qtITk7Gnj17SlzvzJkzCA8PR5MmTZCSkoLly5fjxIkTOHnyJGrXro3Tp0+jb9++uHHjhtrIw2+++SYEQcBPP/2k9f5duXIFQUFBai1NystkAkRyuRx37twpV00IY5aTk6PWL8eAAQOwZMkSeHt7l/q5qKgonD9/HnPnzsX169fx4YcfYuHChZWR5VLlD4fu5OSk9yZwcXFx2LdvH3bt2oUDBw5IkV0AMDMzg5WVldoJQBOWlpbo2rUrHjx4gJs3bxZZ7ufnh6FDh2LIkCGldlZmbJRKJcLCwqp8uSGqbCw7RNph2SHSDssOkeZKKjf5I+AC0LgG0aRJk3DgwAHs3r27xGHmi5OTk4P27dtj8ODBmDVrltEGiEymiVn+Fy6Xy6vESTMuLg6//PILrl69Cjc3N6nvjY0bN0pNyubMmYOZM2eWq0lU/ghUNjY2GDBgAFavXo0JEyagTp065cqPSqXC/v37sWrVKhw6dAguLi7w9PSEp6cnatWqJb0vOM/NzU0tb0lJSVKtpvzXtWvXkJSUBBsbG/zwww94+eWXtTtgxRBFEZcuXcKuXbuwe/dunDlzRq0WWY0aNdCnTx/0798fvXr1gpWVFfbv34+tW7dix44dSE5ORs2aNdG5c2d07twZgYGBCA8Pl0YNCw8PR+vWrfHSSy+hX79+UgesDx48wIEDB3D48GHUrFkTw4YNQ4sWLarkEIn5qkq5ITI2LDtE2mHZIdIOyw6R5gqXm/xnRk37IJo6dSr27t2LXbt2aRQcAgBzc3M0a9YM4eHhACC1NImLi1MLEMXGxqJp06Yapa1LJhMgqirOnj2LVatW4c8//yyxI2F7e3v88ssveP755zVOv1evXujSpQuOHDmCzz77DKtXry51/ZSUFKxbtw6rVq3C7du3pflRUVHSENMlMTMzg6enJzw8PBAdHY3IyMgS183IyMDw4cNx7do1zJ49Wy2wlJWVhZiYGPj4+JRrHy9fvow1a9Zg586dRUb8atGiBfr164fnnnsOrVu3LnIBHTBgAAYMGIDs7Gw8fvwYtWrVUjspPPvss2Vu39vbG2+99RbeeuutcuWXiIiIiIiIqiZRFDFt2jT8888/2LFjR7mfWwvKH5G8V69eAAAfHx94eHjg8OHDUkAoJSUF58+fN+hzJgNEepSYmIiQkBBcvHgRFy9exPnz5xEWFiYtb926NV588UWkpqYiLi4OcXFxsLS0RHBwsNR5laYEQcBnn32GLl264Ndff8XEiRMREBBQZL3Q0FB8++23WLt2rdTsysHBAa+//jpGjhwJpVKJqKgoREdHIyoqCo8ePcKjR4+kebGxscjNzUVERIRa/zze3t5o0qQJmjRpgsDAQAQGBqJBgwaYN28eli1bhvnz5+Pq1av4/vvvcfLkSfz555/YsWMHUlJS8N5772Hx4sXFVutTKpXYuXMnVqxYodZpt42NDXr06IH+/fujb9++5Y7kWlpaahz1JSIiIiIiouplypQp2Lx5M9avXw87OzvExMQAyHt+zu/bdcyYMfD09ERwcDAAYNGiRWjTpg18fX2RnJyMb775BhERERg5ciSAvOf2MWPGYPHixfD19YWPjw8WLFiAmjVr4rnnnis1P7NmzSp1eX6n1dpggEhDubm5yMjIQHp6OtLT05GRkSG9UlNTcePGDVy8eBEhISG4e/dukc9bWFjglVdewdixY9G2bVu95LFDhw4YMGAAdu7ciblz52Ljxo0A8pqR7d27FytXrsS+ffuk9f39/TF27FiMGDFCakYF5AWwSpKTk4OYmBg8evQI0dHRcHV1RZMmTeDo6Fjs+gsXLkSTJk0wduxYbN++HTt27IBKpVJbZ/Xq1Th37hw2bNiAunXrAsgb6u+XX37BqlWrpOMpl8vx0ksv4fXXX0fXrl05/DoRERERERHpRX5/QAMGDFCbv3LlSgwfPhwAEBkZWaT7lQkTJiA2NhZOTk5o3rw59u7dq1Z5Y8KECcjIyMDEiRORnJyMDh06YPPmzWU+316+fLnMPHfs2LHc+1eQyXRSbWFhgVu3bsHf31/n7XLPnz+PFStWYNu2bUhPT9fos/Xq1UOLFi3QsmVLtGzZEm3btoWLi4tO81ecq1evonXr1hBFEXv27MHVq1fx3XffSTWYBEFA//79MW7cOPTo0aPS+s85deoUXnnlFcTExMDDwwODBw/GK6+8gpSUFLz55ptISEiAs7MzvvzyS1y8eBG//vqrVMPJxcUFb7/9NsaMGVPuvpWodEqlEqGhoXopN0SmjGWHSDssO0TaYdkh0lxJ5UYURWRmZmrcB1F1wBpEJcjJycHWrVuxcuVKnDp1qshymUwGW1tb2NjYwNbWFtbW1rC1tUW9evWkYFCLFi0MNtR8YGAghg8fjt9//x19+/aV5js6OuLNN9/Ee++9h/r161d6vjp06ICQkBDcuXOnSB9BZ86cwauvvoqzZ89i9OjR0vxGjRph/PjxGD58OGxsbCo9z0RERERERESmrtoEiERRhFKphJlZ6bscFxeHNWvW4Pvvv5c6aTY3N8crr7yCMWPGoGHDhrC1tYWFhYXRRxvnzJmDzZs3Izs7G40aNcK4ceMwfPhw2NnZGTRfrq6ucHV1LTLf29sbhw4dwowZM7B69Wr06tULH3zwQaXWcCIiIiIiIiIyVosWLSrXetOmTdM4bZMJEG3btq3Y3sSzs7Px/fffY+HChUhOTkarVq3QoUMHtGvXDvXq1UNKSgqSkpKQkpKCI0eO4I8//kB2djaAvKHn3n33XbzzzjtqQ89VFfXq1cOJEyeQmpqKZ555pkoEWSwsLLB06VJ8+eWXrD5LREREREREVMAXX3wBT09PuLm5oaQegwRBqN4Bovfeew8KhQK9e/fG4MGD0a9fP/zzzz/45JNPcO/ePWm9kydP4uTJk6Wm1aZNG3zwwQd4+eWXYWFhoeec61f+kHlVDYNDREREREREROp69uyJo0ePokWLFnjttdfQt29ftQ6yK8JkAkS+vr64dOkSduzYgR07dqgtq1WrFmbPno1nn30WZ8+exenTp3Hq1CnExcXB0dERjo6OcHJygpeXF9544w20a9fOQHtBRERERERERFS8TZs24dGjR9iwYQOCg4MxadIkDB06FCNGjICfn1+F0jaZANGJEyewa9cuXLx4EVu3bsXNmzfh6OiIadOmYdy4cVLnxv7+/hgxYoSBc0tEREREREREpDlPT09MmjQJkyZNwvHjx7F+/Xr06NEDjRo1wrZt22Btba1VuiYTIBIEAX5+fhgwYADmzp2LBw8ewMXFxeAdMhMRERERERER6UOrVq0QERGB0NBQXLlyBTk5OQwQFebt7W3oLBARERERERER6dyZM2fw+++/46+//kKDBg0wfPhwvPLKK3BwcNA6TZMNEBERERERERERmZKvv/4aGzZsQHx8PF555RXs2rULgYGBOkmbASIiIiIiIiIioipg3rx58PLywsCBAyEIAjZs2FDsevPnz9c4bQaIiIiIiIiIiIiqgI4dO0IQBNy8ebPEdQRB0CptBoiIiIiIiIiIiKqAnTt36i1tmd5SJiIiIiIiIiKiKoE1iIiIiIiIiIiIqoCRI0cWO9/BwQH169fHqFGj4ObmplXarEFERERERERERFQFODg4FPtKTk7G2rVr0bZtW1y/fl2rtFmDiIiIiIiIiIioCli5cmWJy1QqFSZMmIBPPvkEGzdu1Dht1iAiIiIiIiIiIqriZDIZ3n33XVy6dEm7z+s4P0REREREREREZAC2trbIyMjQ6rMMEBERERERERERmYBDhw6hQYMGWn2WfRAREREREREREVUBu3btUpsWRRHXr19HUlISMjMzsWnTJnz99ddapc0AERERERERERGRkUtOTsZrr71W4nIzMzPMmjULgwcP1ip9BoiIiIiIiIiIiIzc7NmzUb9+fQwbNgx79+6FIAgAgAULFkAmkyE4OBinTp3SOn32QUREREREREREVIylS5eie/fuqFOnDvz8/PDaa6/h9u3bpX7m119/Rb9+/VC3bl3UrVsXAwcOxPnz59XWGTt2LJydndVeL7/8cqnpHjhwAG+99RY2b96MlStX4ty5c5gzZw7atGmDVq1aYcqUKThw4ABOnDih1b4yQEREREREREREVIwTJ05g9OjR2LdvH7Zu3YqcnBwMGjQI6enpJX7m2LFjGDx4MHbs2IF9+/ahdu3aGDRoEKKiotTW69GjB27evCm9fvjhh1LzEhsbi/3792PUqFFo2LAhrKysULt2bWl5QEAAVCoVVq1apdW+sokZEREREREREVExNm/erDa9atUq+Pn5ISQkBJ06dSr2M2vWrFGb/uabb7Bjxw4cOXIEw4YNk+ZbWlrCw8Oj3HlRqVQIDQ3FF198AQCQy+VSMzMAEAQBgiAgJCSk3GkWZDIBIqVSqfY/EZWN5YZIOyw7RNph2SHSDssOkeZKKjeiKAIAUlJS1IIrlpaWsLS0LDPdlJQUAICzs3O585KRkYGcnBw4OTmpzT927Bj8/Pzg5OSEzp074+OPP4aLi0upacXGxmLz5s1wc3NDbm4u1q9fD1dXVwBAamoqACA+Pr7ceStIEPOPThUliiJSUlJw//59VPFdISIiIiIiIiI9EgQBPj4+CAwMRFpamjR/+vTpmDFjRqmfValUePXVV5GcnIw9e/aUe5uTJ0/GwYMHcfLkSVhZWQEAtmzZAmtra/j4+ODevXv49NNPYWtri3379kEulxebTrNmzfDo0SM4OzvD2tq62HUyMjJga2urVS0ik6lB5Ovrizt37qBBgwYlHkwiUqdUKhEWFsZyQ6Qhlh0i7bDsEGmHZYdIcyWVG1EUoVAocPXq1SI1iMoyZcoU3LhxA7t37y53PpYtW4atW7dix44dUnAIgNpQ9E2aNEGTJk3QsmVLHDt2DF27di02rcuXL2PatGk4duwYDh48qJYeAGRmZqJHjx7o3LlzufNXkMkEiPK/cLlczpMmkYZYboi0w7JDpB2WHSLtsOwQaa5wuclveeTg4KAWICrL1KlTsXfvXuzatUutY+jSLF++HF999RW2bduGwMDAUtetW7cuXF1dER4eXmKACMgLUu3cuRNt2rTBO++8Az8/PwDArVu3sHr1aiQnJ2Pbtm3l3q+CTCZARERERERERESkS6IoYtq0afjnn3+wY8cO+Pj4lOtzX3/9NZYsWYItW7agZcuWZa7/8OFDJCQklNlptbu7O/bs2YPJkyfjk08+kQJegiCgbdu2OHv2LNzd3cuVx8IYICIiIiIiIiIiKsaUKVOwefNmrF+/HnZ2doiJiQGQVwMpvx+gMWPGwNPTE8HBwQCAr776Cp9//jnWrFkDb29v6TO2traws7NDWloaFi5ciBdeeAEeHh64e/cugoOD4evrix49epSZJ29vb/z5559ISkpCeHg4RFFE/fr1ERERgaCgIK33lQEiIiIiIiIiIqJi/PTTTwCAAQMGqM1fuXIlhg8fDgCIjIyETCZT+4xCocDrr7+u9pn8jrDlcjmuX7+OjRs3Ijk5GTVr1kT37t0xc+bMcvWFlM/JyQmtWrWSpiMiIjTev4IYICIiIiIiIiIiKkZiYmKZ6+zcuVNt+vLl/7N33+FRVF0Ah3+zu+mNhJAQSEILvffeBKSKCIL0olgACyJK81MRpUizgQKKKBAEQRCl996l91ASakJLJ233fn8sGQhFICRsEs77PHlgyt49k+zdmTlzy4H/3N/JyYkFCxY8UVyZQRJEQgghhBBCCCGEEFlct27d/nN7VFTUE5UvCSIhhBBCCCGEEEKILM7d3f2h2zt27Jju8iVBJIQQQgghhBBCCJHFTZo06bH2v3DhAn5+fmnGR/ov2T5BlJycrP9rNBoxm802jkiI7MNsNku9ESIdpO4IkT5Sd4RIH6k7Qjy+B9Wb1OXk5GTs7e1tEdpTU7NmTTZu3EjBggUfaX9NKaUyN6TMlZSUxM2bN20dhhBCCCGEEEIIIbIJJyenHJ8gCggIYNOmTY+cIMr2LYhSGY1Gzpw5Q5EiRTAajbYOR4hswWw2c+rUKak3QjwmqTtCpI/UHSHSR+qOEI/vQfXGYrGQlJRkw8iyrmyfIDKZrIdgMBiwWCwYDIZH7l8nxLNOKSX1Roh0kLojRPpI3REifaTuCPH4HlZvUnMJ4jb5dhFCCCGEEEIIIYR4xkmCSAghhBBCCCGEECKH0TTtsfaXBJEQQgghhBBCCCFEDvO4c5JJpzshhBBCCCGEEEKIHGbbtm34+fk98v7SgkgIIYQQQgghhBAii7ty5Uqa5YMHD9KnTx+aNm1Kjx492Lx5c5rt/v7+jzXzoSSIhBBCCCGEEEIIIbK4EiVK6EmiHTt20KhRI86dO0f16tWJiYnhpZdeYsuWLekuX7qYCSGEEEIIIYQQQmRxd44pNGbMGF555RW+++47fd2QIUP46quv+Ouvv9JVvrQgEkIIIYQQQgghhMhGjh49Svfu3dOs6969O4cPH053mdKCSAghhBBCCCGEECIbiI2NxcHBQf+5k6OjIzdv3kx32ZIgEkIIIYQQQgghhMgGqlSpAli7m+3du5dy5crp244ePUrevHnTXbYkiIQQQgghhBBCCCGyuL///jvNsq+vb5rlsLAwevToke7yJUEkhBBCCCGEEEIIkcXVrl37P7e/9dZbT1S+DFIthBBCCCGEEEII8YyTBJEQQgghhBBCCCFENtenTx9at26d7tdLFzMhhBBCCCGEEEKIbM7Pzw+DIf3tgCRBJIQQQgghhBBCCJHNffLJJ0/0euliJoQQQgghhBBCCPGMkwSREEIIIYQQQgghRDZ3/vx53n777XS/XhJEQgghhBBCCCGEENncjRs3mDNnTrpfL2MQCSGEEEIIIYQQQmRxS5cu/c/toaGhT1S+JIhyIKUUmqbZOgwhhBBCCCGEEEJkkK5du6JpGkqpB+7zJLkASRDlAPHJ8ey6uIut57ey7fw29lzaw4m+J3Cxd7F1aEIIIYQQQgghhMgAefPmZdy4cbRo0eK+2w8ePEiDBg3SXX6mjkE0YcIEnnvuOQICAihatChdunTh5MmTafZJSEhg4MCBFC5cGH9/f7p3705ERERmhpVjbArbRP3f6uM93psms5vw6YZPWX5qOVfir7Dr4i5bhyeEEEIIIYQQQmRrWSmvUb58efbt2/ef+/xX66KHydQE0datW+nduzcrV67kzz//JDk5mbZt2xIXF6fvM3ToUJYvX86MGTP4559/uHz5Mt26dcvMsLI9i7Iwestomsxuwrbz20ixpKTZ7uDswKcJn9ooOiGEEEIIIYQQImfISnmNd955h2rVqj1we+HChfn777/TXX6mdjGbP39+muXJkydTtGhR9u3bR+3atYmKimLWrFlMmzaNevXqAfD9999TvXp1du3aRdWqVTMzvGzpavxVei3uxYrTK/R1rl6udAjswKHAQ3j7e+Pq5Wrtd2i2YaBCCCGEEEIIIUQ2l5XyGrVq1frP7S4uLtSuXVtfvnDhAn5+fhgMj9Y26KmOQRQdHQ2Ap6cnAPv37yc5OTlNH7lixYrh7+//wF9kYmIiiYmJ+nJq8ymz2Zzm35xoz6U9dPizAxdjL+rrStcrTck6JZlknkQPux76eqVUjv5diIzxLNQbITKD1B3xMPvC95FiSaGKXxVbh5KlSN0RIn2k7gjx+B5UbywWCwAxMTFpBnR2cHDAwcHhoeVmRF7jaalZsyYbN26kYMGCj7T/U0sQWSwWhgwZQvXq1SlVqhQA4eHh2Nvb4+HhkWZfHx8fwsPD71vOxIkTGTNmjL7s6urKoUOHOHv2LAAhISGZcwA2dibmDD029iA6+daH0d6TIi2K4B3oTWxsLMfDjhMdGJ3mNcfDjtsiVJEN5dR6I0Rmk7oj7hYWG8bko5NZfmE5pXKVYlb9WTiHnMJ9/XoSCxQgMTCQpMBALM7Otg7VpqTuCJE+UneEeHx31xuDwUBgYCDVq1dPk3cYNGgQgwcP/s+yMiqv8bQ87nhETy1BNHDgQI4ePcqyZcueqJz333+fvn376supB1ywYEFOnz5NUFAQRqPxid4jq7kUe4n3Zr6nJ4dy++dmZ+udDPEaou9TvHhx3O3c07yuePHicPMmWlgYqnjxpxqzyB7MZjMhISE5st4IkZmk7oi7XYq9xOito5m+f7o+NuCRyCMc147T7twl7CZNSrO/ypsXS8OGJI8cCXnz2iJkm5C6I0T6SN0R4vE9qN5YLBaSk5PZsWPHPS2IHiaj8hpZ1VNJEH344YesWLGCpUuXkj9/fn29r68vSUlJREVFpcm2RURE4Ovre9+y7m72ZbFYiImJ0f/gRqMxR31pRidG89L8lwiLDgMgl28u6neuT4ApIM2H2Wg0plkGMB4+jKl7d4iJIWX3brjVBE6Iu+W0eiPE0yJ159mllOL4teNsCN3A+tD1LDu1jPjkeH27g7MDpeqUolWxVnSfXw2tnXV98ALo3A7gMiTNgaEL+K3ldFSHDjY5DluRuiNE+kjdEeLx3V1vNE0jOTkZNze3Rx6bBzI2r5FVZWqCSCnFRx99xJIlS/j7778pUKBAmu3ly5fHzs6ODRs20Lp1awBOnjzJ+fPnZYBqIMmcxCsLXmF/+H4AnD2cqdepHnYOdo80AHX3lW+ilTwCgBpVhd/GhMBdSSQhhBBCPLr45HjGbB3DjP0zuBR76Z7trvauFKhRgOI1imPnYIeD2QFVrhyqZEmIjSWlTTdUyBi4dg3t0iVISsLUtSuWhQsxf/cdeHvb4KiEEEII8SDPUl4jUxNEAwcOZP78+QQHB+Pq6qr3v3N3d8fJyQkPDw+6du3KsGHD8PT0xM3NjY8++oiqVatmu19kRouIi+CNJW+w5uwaALycvKjeuTpObk6PXIYKCoJLF9EuXkI7dw5t5kxU9+6ZFbIQQgiRoy0NWUr/Ff05G3X2nm12DnYULF+QdTXX8YH7B/e+2M4OPD1RbV5BLfrHuu7cObQ9e4BEDAsWoG3ahHnSJNSLL2bqcQghhBDi0WXnvMbdvYweJlMTRNOnTwegVatWadZPmjSJzp07AzBy5EgMBgPdu3cnKSmJ5557jnHjxmVmWFnen8f+5O1lb3P15lUAjCYjC9svZLL35McuS1WrhrZ8BSQkYOzfn5TataFIkYwOWQghhMixzkefZ8CqASw6vkhfZzAY8Cnkw7uB77K28Fo883pa15l9HrlcFRCAypOHTt670S5cACLg9/bMWtgZ88SJ0jVcCCGEyAKyc14jSw1SfePGjYfu4+joyLhx47LEL8/Wrt+8znsr3mPukbn6OgdnB6q3qU5N/5pM5vETRDg4WpNEGzeixcZi7NED87p11ieZQgghsjSzxYzRIGNN2EqKJYVJuycxZOMQUpJS9PU+BX2o3Lwy7t7uDDQPZL9xf/rfxNERVacOhIZaWxMlJ2MIDkZbvx7zlCmopk0z4EiEEEIIkV5ZOa+RmJgIPHiA7W3btuHn5/fI5T21WczEf1tycgl9lvbhctxlfV3+4vmp0rIKji6OjzTm0IMoPz8oVgw4gWHnTtSXX2L57LMnjlkIIUTGOxd9jlWnV7Hy9ErWnl3L1p5bCfIKsnVYz5wdF3bQb1k/DkQc0Nc5uDgwpdEUlpZb+thNth9GFSiA8vFB27ULuIR28SKmF17A8uqrmL/6CtzdH1qGEEKI7O36zevMPDiT+UfnE5UQdc/2yc0nUyewjg0iE1nJunXrmDx5Mrt27SImJgYANzc3qlatSr9+/WjQoIG+r7+//2OVLQkiG4tKiOKD1R/w24Hf9HW5HHPx9fNfZ+gFqCpXDlXGHu3QIQyjR6OaNEHVrp0hZQshhHgy4bHhTNw5kaUnl3Ls2rE021adXmVNEJ06BQULgsxek6lu3LzBx+s/5qe9P6G43Sy7SOUilGtYjs72nVmmZdLUtk5OqHr1SCn7HN3X9oOUFIiazuxKqzFPm4Zq2DBz3lcIIYTNKKXYen4r0/ZOY8HRBSSaEx+4b1xyHISFYXrpJVT+/ODnh8qXz/r/EiWs93cyKVGONmfOHN59911at27NyJEjyZMnDwBXrlxh7dq1dOjQgW+//ZaOHTumq3xJENnQqtOreHPJm5yPOa+v8wvyo2qrqnR2zuALUKORTu/5Y1h5BCwWmN6SX0ufhVy5Mu49hBBCPJbElES+2/Udo7aMIiYp5p7t9o72TDdPp4/5DUw1a4KmoRo0QDVujOW552RMuQyklCL4cDBvrX6LxPjbF+flfMqRp2UevP1vzS72BC16HzmWXr2w2P+NtnMnWkQEWlgYpqZNMffpg2XkSHBxyfwghBBCZKobN28w+9Bspu2dxtGrR+/ZbrI34aw5c5Ob+rpxpnHMXmlCK3YQOAjREPzL7deoihUxDxuGeuEFSRTlUOPHj2fkyJG8/vrr92zr3LkzP/30E2PHjpUEUXYSkxjD4LWDmbZ3mr7Ozd6NEk1LUKh8IWurocy4APXwQFWogPbvvxAfj/HddzH/9tvDXyeEECJDKaVYfGIxg9cO5tSNU/p6TdPwyu+FXxE/8hbJi6efdeDj7tNaozWKvLXXQoL7LcSIdbZK8/jxqObNbXEYOcaxq8d4d8W7rA9dr68z2Zso06AMWyttpZddr6cflIsLqmEDOBmCWnYMLT4e4w8/YFi5EvPPP6Nq1Xr6MQkhhHgiSil2XNjBtL3T+OPoHySkJKTZ7uXkhXc5b4pUKoK7tzszzTPpZuyWtgzjDcjnh3YzAW7eRGmJdGmb2uJ1L8Evv4wqX96aKGrdGgyGp3R04mk4f/58mi5kd6tfvz7/+9//0l2+JIiesg2hG3j9n9fTTJHrW8iXLS22MMxrWKa/vypaFC5dQrt0CcPvv2Np1gx1a+R1kfVZlIWYxBg8HD1sHYoQ4gl8tvEzRm0ZpS9rmkahioUoW78sjq6O9+yvXF2hWjW4fBktPBxIpHM7gBD47UVmrn8fy4gRYG//tA4hx9gctpkWv7dIc5HuX8Kfik0r4uzujMlsy0slDVW0KCm7Z9H9m3poV68Cp5jdsCGW/v2xDB8Ojvd+XoQQQmQtUQlRBB8KZtreaRy6cuie7d4B1qTQquKreN3h3pYhaXh6ourW0ztBp0ydjmXeK2hnz6IdPw4ko+3fj6lDB1TZspg//hj14ouSKMohSpQowcyZM/n888/vu33WrFkUL1483eVLgugpiU+O53/r/8d3u77T15nsTJRvXJ4ilYsQaAl8arGoatXQli8HEjG+8w4pNWtCoUJP7f1F+uy5tIf3V75PbufcLGy/EJRC++MPVLNmMnipENnIbwd+S5Mcqh9YH4emDnjm/Y8pze3tUYUKQaFCKBTJ/Qeilr2GduQopKRgnDgRbdMmzLNmQeHCT+EocobLsZdpseh2csgllwuVmlUiX9F8No7sLkFBqOeegxMn0A4cQFMWjBMnYli6FPP//mftSuDkZOsohRBC3EEpxe5Lu5m2dxrzjswjPjk+zXY7RzveLPMmIZVD8PCxPvx1NKcj6W9nZ211Wro0qlgxzMXL0u3ESEhKBg4S/MorqDJlbnc9k4dJ2doXX3xBx44dWbNmDQ0aNEgzBtGGDRsIDQ3l999/T3f5kiB6Craf386r/7xKyPUQfV2dgDp4tPbA1cv16Qfk6IiqXh2CN6LFxGDs0QPz2rVgko9DVhQRF8H/1v+PGftn6AOmLj+1nOaReTB17YpydES1bImlUydrski+9IXIsjaHbabP0j76cvnG5VlZdSXdTd0foxQNKlRAnS2FCgjEsHUrcAPD7t1o1aphnjwZ1aFDhsee05gtZrr/1Z2EWGtyyKegD3U71sVkl0XPhZqGKl4c5eeH5exVDLt2oR0/bj0PuLuj2rbF0rkzql49eUoshBA2FJ0Yze+Hf2fa3mnsD99/z/bc/rkpUqkIAaUCmGCYcE8XsidiZ4dl2DAsfxxEO3nyVouiJLRDhzB16oRyckLVqoWqV886pmGVKtYEk8g26tSpw9atW/n555/ZvXs3ERERAPj4+NC4cWNeffVVAgPT3/gki14F5QwJKQkM3ziciTsmYlEWAIwmI2UblmV1ldX0MPWwWWzKzw9z374YJ0/GsH07PPcc5u++g/LlbRaTSCvZnMwPe35gxKYRRCXenubSLbcbLnYudFvyKlo7gARgAcEvL0B5emJp1w7VqZN1FgO5Scj2lFIZPp22sI1TN07RfkF7ki3JAARVCaJEzRJo5if4+7q6YmncGLOzH90ufAtEw8KuzFq3DvP48eDsnDHB50DDNw7XxxxycnOiZtuaWTc5dCd3d8wbFtBlbHW0o8cgOZngBdFoM2ZgmDED5e+P5ZVXsHTpAmXK2DpaIYR4Zvx76V+m7Z3G74d/t842dgc7BzsKlC3A3Apz+crvq9sbMmviAzs7VKlS1hZFpSrQ7cgISEoCbhK8YA2sWQOAcnFB1a59O2FUubLMlpoNBAYGMnz48EwpOxtcCWVPx64eo+OfHTly9Yi+ziu/F9VbV8fd2x2D2fY37pZRo+iWGAyRkcB2ZteogeWdd7D873/g5mbr8J5pq8+sZsDKAWmmu7ZzsKN0vdIUrVqUutRlatmykCcPhIainT9P53Zm4Abc+Akm/8TsXoFYOnSw3iSULm27gxHpsj98Pz/v/ZkjV4+wqssqSRJlc5EJkbSZ14ZrN68BkLdwXio2rZgxhRsMWMaNQ03ei7ZjByQlYfj5Z7Rt20iZPVvq/30sDVnK6K2jAev4TzXb1sTRJRuN5WMyoUqWQhUrjnbpEpYUb7raLQalgPMEjx+Pcfx4VLlyWDp3xtKxI+TLYt3mhBAiB4iIi2DR8UVM3zedfy//e8/2qvmqQmUILBWIyd5EWXPZpxugyYRl0CAs8/ehXbwIERGoII0u5VN7tsQRvGAlrFwJgCpcGPPAgahu3cDB4enGKrIESRBlgmUhy+j2VzeiE6MBsDfaU6J+CYrXLI4hK7XocHLC0qgR2uFDaMdPoJnNGL/+GsMff2CeMQNVv76tI3zmnL5xmo/WfMTiE4vTrO9Zvic3nrtxe/BaM9buBn5+4OeHSklBu3ABwkLRLl22jk8UFoZx3DiM48ZhadsW8+efQ7FiT/+gxCOLTYrljyN/8NO+n9h1cZe+fs+lPVTJV8WGkYknkWxOpuyisoRfCwegpHdJSrQrkeHnA5UvH6ppU7Tt24EraEeOYKpVC/OECahXX5Xpbm8JjQql1+Lbs5KVa1SOPIF5bBjREzAaUf7+mP+YaR2g9Nw5OHsWuAqAduAAxgMHMAwZgnruOWsXtJdeAlcbdG8XQogc4nLsZRYdX8Sfx/5kY9hGvadIKpO9iQJlC1CkUhH+yfNPxnYhSy+TCRUYCIGBpHwxE8ucl9EiIqwJo8LQpeLpWzueJrhvX9SXX2J5/30sr70GLi42DV3c66effuKff/7B09OTnj17Uv+O+/Zr167RqFEj9u3bl66yJUGUgZRSjNs+jo/XfayPFePh40GNl2qQyyeXbYN7EJMJVb4CqmBBLBdj6Oq3FbgAU57nt/PTUV262DrCZ0JcUhxjto5h4o6JJJoT9fW58+emYrOKTPWd+t8nF5MJVaAAFCiASkxEO3cOy0V7uubbdmuHP5ld/i8sr72GZdgw8PPL3AMSgLWbaVhUGGHRYYRFhREaFYqfqx9vVX4rzX7J5mQGrBpA8KFgYpJi0mwz2hk5cvWINUF05Qp4esp4YdmIUor3V75P+GlrcsjB2YGF7RfyqeOnmfOGzs6ohg0x5y5Kt2NfAjdhdR9mrV2LefJk8Hi2Z0BMTEmk+sLq3Ei4AUD+4vkpXiP9M31kKfb2qCJFoEgRkt8fTvffX0Y7exZiYgleoNDWrMGwZg1qyBDM33+PatPG1hELIUS2cSHmAouOWZNCm89t1u/17uTp58nICiNZVW4Vdva3xvXJrC5kT8rJSb93SPlyJpbgdmjnz98asyge7cIFjAMHYhg9Gsu772Lp0+eZv4bIKqZMmcLnn39O586diY6OpkOHDgwaNIgBAwYAYDabOXfuXLrLl7uMDHIz+SZvLn2T3w/fHjHcv4Q/1V+sjsk+G/yaPXJhXvsXamIdtH//BYsFU69emM+exTJ0qDx5ziRKKeYdmceQtUM4H3NeX5/XJS+BjQIpWK6gtWvR45xcHBxQQUGYN8zEMuslawuxs6HWFmJTp2KYNcs6PfKAAfJEIAPEJsVy6sYpQq6HcOrGKf0n5HoIF2Mv3rN/jfw17kkQ2Rnt+CP8jzTJoVy+uShSqQiBZQLpbtcdoqMxNW2Kyp8f8+zZMnNdNjFp9ySm7p0KgMFooHb72hT2zORZxjQNy6efoqZuRdu2DRISMPzxB9qePZhnzbIOSPmMGrRmENcvXgfAxdOFaq2r5czum4ULo0qVRpUqjXb9Oma/4nS7Pg0SE4EImNuBWQs7YZ44Eby8bB2tEEJkWVP/nUrwoWC2nt963+2uXq4ElAwgoGQAnn6evGZ+jfXG9U8zxIzh7IwqVgwVFERKvefpvvl9iI0FrhL8yScYxo/H0qcPlnffBW9vW0f7TJsxYwZff/017du3B+DVV1+la9euJCQkMHTo0CcuPxtkLrK+89HnqbygMjcu3dDXlalfhlJ1S2WvC0+Dwfr00d0NbdNmIBnj8OFooaGYJ02SEe4z2L7wfQxYOYDN5zbr6wwGA8WqF2NLrS30de775G/i6oqqXgNVvASWWDCsWIEWH49x5EgMU6fC4MFo9eo9+fvkcDGJMYTcCEmTBEr9/+W4y49V1v5o62wW3RbdbhE2s81MilQqQnRENIFlAplVfhZf+399+/vDDN0n1EIrfgI4BB8V4dchu6FAgYw6RJEJloUsY+Dqgfpy1VZVrV2ZntLTROXjg2rWzDouEZfQTp/GWL8+lokTsbzxxtMJIguZd2Qek/dMBm4l69rVxt4x58/6qLy8sEyYgGVhOFpoGNrefyEpGcOcOWjr12P+4QdUixa2DlMIm0uxpHAw4iDbz29n24VtBLgH8GXDL20dlngESeYkjl49yoGIAxwMP8iBiAP0r96fZkWaYfjxR7BYbj/svvWvCgpCNW780LJXnl55T3LILbebNSlUKgAPH4/sdb/3MAYDqkcPLO6r0M6dQztyBIiiS+MoODka+o9FBRXht9dXQP78to72mRQaGkr16tX15erVq/PXX3/x0ksvkZycTJ8+ff7j1Q8nCaIntOPCDtrPb8+NOGtyyGRnIrh1MAtKLbBxZOmn8vigGjdGbT+KdvYshhkz4MIFzHPmSKuFDHA1/iqfbfiMn/b9lKbPsl+QHxWfr4hbbjfczBk8SHiuXJj/nkmXKc/D/v1oN24QvOAqdgMHUjx/fgwDBkDXrtbuSzmcUoqYpBgux14mPC6cS7GXCI8N53LcZZLNyXzV+Kt7XjNg1QB+PfDrY72Pg7MDLp4uuHi40MG9A+s81+HiYV2+nwJlChBQMgA7BzuqmKvcc7GhypSFmFjrAINRUZjq1MG8YAGqWrXHiks8HQcjDtJ1UVe9jpeqU4qC5Qo+/UAcHFD16mIOqIxh2DC05GSMb79tTR49Q12Mjl09xltLb7fcq9SsEp5+Of/7Lg3NgCpYEOXri7Z7F3AJ7dIlTG3aYOnRA/O4cdJ94FmTkmKdrSgn3dw+hsiESLZf2M6289vYfn47Oy/uTDPzVFGvonzZ8EsMgwdjmDcPXFxQLi7W1te3fszTp9PNNW3CfaZ55tM+lGeSUorlp5bz1dav2Hlxpz5DaKqa/jWtCaIBA9BSUu55vaV9e8yNG6cZwmGmeeY9D/AiSkXACXDP4867xd9ld+nduOdxz1lJofvRNFRgICowkJRWr6CW90a7dh3MZrTjJzAVL46le3csAwdC4UxuGS3S8PLy4vz582mmsi9VqhR//fUXL774IpcvP97D67tJgugJ/HbgN/ou60uSOQkAl1wu1OlQhzbebVhA9k0QAeDuTsrGjXT/vDzajRvAKmY3bEjKX3+Bv7+to8uWUiwpTP13KsM3DtfHvwBr09RZjWcxp/icTI9B+frC88/DuXOo/RFoISE4XLgAH3yAGjYM1a4dltdeQ9WunakXjEopIhMiORt1ltCoUEKjQjFqRt6u+vZjlWNRFmKTYolOjCYmKYaYxBhikmKITowmMiHSmvyJC+dy7GUux13WE0HxyfH3Lc/eaM+YRmPuOen/m/veWSkAHF0ccfVyxdXLFTdPN/3/s91n847LO/p+o8yj0o4hdZ8WJEaTEaPpP6YVNZlQderA/n3WQeXDwzE2boz5559Rt5qYiqwhPDacun/UJT7J+jlrW6Itpga2PN1qWN5/n67uq9DWr4eUFGb36kVKoUJQvrwN43o64pLi6PhnR2KTYgEoULYAhSs+wxezTk6ouvXo5H/G2pooOQVif2V2pbWYp0x5pCfqIusJiwpj/tH5XI69TFxynPUnKY745Pjby8lxxCfFM7z+cHqU74Hhf/9DO3kS848/5vguI0opTl4/qSeEtp3flmam4fs5HXOa6MRo3tYWoFW3DgMQfNflvXmmJINsYd3ZdXy64VO2X9j+wH1mRc3iUz6lSxszqcMFBS+Azu2s/1f5t/PbI7xXvuL5aP5Wc9zzuPOJ+ZOsMeD0U6ZatUKlNIHwcDhyBC0iAi0pCeNPP2H45RfUK69g/ugjKFXK1qE+E2rUqME///xDrVq10qwvUaIEixYtonXr1k9UviSI0iHFksKQtUP4Zuc3+jqfAj7UerkWDs4OWXcwsseVNy/quedg2za0ixfRDh7EVLcuKYsWPRM3FRlpX/g+ev/dmwMRB/R1JnsTpeqWoli1YrTQWjCHzE8QpVIBAaTsX0W3r+uijh7FePMmwQsS0GbPxjB7Nqp4ceuA1l27pvuiUU8ARYbqSaAzkWf0/6fO8peqoEfB+yaIftzzI6vOrEqT/ElNCt35pC8jJJmTiEyI5N0V7+rrZraZibe/N4UqFMLV0xU3r1uJIE9X7Bzu3+0ylzlXhsal0zRUhYrg5oZatA8tIQFTly6k2NujXnwxc95TPJaElAReXvAy8VHW5JCnnyfTX5jOm9qbNo4MVO7cULMm2qZNaHFxmNq1I2XrVvDxsXVomUYpxdvL39ZvBEt5l6Jki5I5/8nvI1CFCllbE+3ahXb5Mtq5c5hatMD8+utYRo8GtwxuySoyXIolhaUhS/l5788sP7X8voPm3s/1hOtoGzdimDABTSm0nTsxT5uGato0kyN+em4m32TPpT1sPb+VbResLYSu3bz2n69xdnemZf6WhASG4O3vTS7fXLjjDnl8UJoGKWYszcvQpcBuSElBs1j49UGTRpw4AWYzlCyZCUf37Np6biufbfyM9aHr06x39XTFK78XuXxz6T9Ork5gBssd10fJ33yPZW0/64LxPx7K3cHO3g67PDLMBtx60OzrC9eu0SnfYbSLlwAzJAYzu+Ic1IsvYh4yBCpWtHWoOVr//v3Zv3//fbeVLFmSv/76i7///jvd5UuC6DHduHmDLou6sPrMan3dW5Xe4lqzaxiMWWgK+4yS2mph717gJNqFC5ieew7z77+jmjSxdXRZXrI5mTFbxzByy0hSLLebt3Yt25XoRtE4uTlZV9giqWhnhwoKItrHB4+bN7FoedD++gstORnt+HGMH32E4eOPUW3aWFsV1a8PD5mWe+XplQxdO5TQqFCiEqMeK5zQ6FBSLCmYDGm/lvaH7+fvE+n/kruTvZM9RVyKcM31Gk6uTji6OtLLuRcL3Rdal10ccXO496bIp6APPgWzzk20KhJE54muaFu2WLsILOjMr2UPShNfG1NK8fo/r7Pjwg4AnNydqPtKXZztnG0c2W0qXz4oXw4WHEALC8PYoQPmFSvAwcHWoWWK6fumM/vQbMCalJ/bbi5f2H9h46iyEGdn63f7qVN0Nu613tBenwbvB/Nbt0XWbSLLCYsKY/q+6czYP+O+kyHcj8FgwGhvxGRnYq7dXN4P6k7nd/OjnT8PXCb4hRcw9+uHZeRIcHLK3APIJIkpicw/Np+f9/7M9gvb01x33U3TNHLlzUWX/F3YE7gHb39vnD2crV2M7mrxqwoX1s+v5q9mom51QXpgOu70aUxNm0JSEilLl8pD1QdQSnH82nF2XtzJuehz1p+oc4RFh2HUjOx7Y989+w9dNzTNeEDu3u6UaVAG/xL+D07833l+8/EBR8dMOJpni8qdG+rWQ924gXb0qHWsIqXQFi3CsGgRlldftbZMFJmiTJkylClT5oHbS5UqRak7WnN98MEHDB06lNy5cz9S+ZIgegxHrx6l3R/tCLkRAoBm0KjcvDLflv82Zzc31DRUpUqYv3qdbjs+AmLgl1b8dmEKqmdPW0eXZR2MOMhrf7/GvvB9+joPHw+qtKzCdL/pWeczo1mfCJiDZ9Ftbge0M2fQTp8ieEYsWlIS2rx5GObNI3nvXihd+iFFaWlaSd13H4NmHYsnlwst3Fuwy3OXvgz3Dt682fGOQbw16wWunYMdJnuT9V8HE3b2t/9tZ9eOpY5LsXO0w8nViTHOYxjlPgpHF0eMJuM9F38DzAPYa9yrL5vM2eNrUeXNC9WrW5NEycmYOnUiZcMGufCxoS83f8ncI3MB63h0dV+pa00CZ7FWpapESSxdy2GYNQvD1q3w9tuYp07NceOQ7L28l/4r++vLVVtVpXjuHDKlfQZTRYqg8uZF27kTLSIC4uIwNWliTRh8+SU4Z50k57PqYa2FnD2cKVyxMD4FfBhlHMVwx+EY7YyY7E2Y7Ez3PsQ057Z2Jz9zxjp7LSkYJ03CsHYtKb/+ChUqPLVje1Lno88zbe80ft77MxHxEffdx97JHm9/b/rk78PawLV4+XlhsjcxwTwhw6/Huv/ZBa3GBevChFr89u5GVOXKGfoe2dWFmAusPbuWtWfWsu7sugcmOE0GE2aLGaPhdisfTdNwaOgAM63DM5SuV5rA0oEYHvLwUmQiT09UrVqomGgsLnnoGj8TlEIV2fdI3ffE0/HHH3/wzjvvSIIoo/11/C9e/ftVfRpqB2cHar1cC58CPlnu4j+zWPr3R323CG37drBYML3xBubTp7EMH57jbiyeRIolhbHbxvLFpi/0AfOMmpHitYtTql4pjEZj1v3MODigSpRAlShBSrc36LbkVbRz51CeufitdOl7L6Lu6osf0yAGzaDh7OGMi4cLLTxasDvXblxyWRNA09ymMdhjsH4yn2KekqbM+yVnStYpSfGaxbGztyPYEEx3U/f/PITPzZ9zxnhGX65qroqL8f4DQ2d3yt8fihVDO3ECbe9eDB99hOXbb20d1jNp7uG5fL7pc8CaKK3xUg0882bdQZDNkyfTxXkZ2rVrEPsrM78pjaV/f1uHlWEiEyLp+GdHEs2JAARVDSKwdGDW/e7NClxcUA0bwMkQtP37AbM1YbBihXWss5o1bRxgzqSUIiIugiNXj3DkyhHK+ZajbmDdNPuERYVR79d699xMa5pGvmL5+KHCD8wMmqmfWyuaK+JmfLQugqpQIVSePFjOXsWwYwfa0aOYatfG8vnnWN5//6Eth21FKcXmc5uZvHsyi44vwqzSVm5XL1fyBObBO8Abb39v3HK7oWkag8yDOGQ8lLmxBQWBxYK2dy8kJWNs2hTz4sWou8YLeRbcuHmDDWEbWHtmLWvPruXE9RMPfY3RzoiTuxORCZFpkvwz28zEp6APdV+pS96gvJIYykrc3DH/9BOW2dfRQk5aW92JLEOpR+t+nEoSRA8RmxTLwNUDmb5vur6unE85Al8J1Fs8PEtUQAA4OaFt2gQkYRw9Gi001Pr0OYd2UXgch68c5rW/X+Pfy7cHNXb3dmfFCyv42v9r2wWWDqpuXdS1GqhKleDmzUd6jauXKy8PeVk/aU81T02TAAowBzz2Cd3B6fbnSjNLIvJuqnx5uHYNuIbxxx9RtWujXnnF1mE9U3Zc2EHvf3rry6OeG8Xe4nv/4xVZgKMjqk4dtFWrID4ew+DBqOLFUc2b2zqyJ6aU4rV/XuNMpDVR7JXPiwqNK9g2qGxDQxUtisqbF8u5G3TNtw0IgW/rM/OvAVg++0xaKT6Bq/FXOXLlCEeuHuHwlcP6/+8cG6dflX73JIgC3AOItr89bl+geyDuldwpXKEwTm5ONDM3Y7ZhdvoDc3XFvO4Puoyphnb4MKhkgocMQVu+HPP06RAQkP6yM1hcUhy/H/6dyXsmczDiYJptRs1IvpL5KFq1KN4B3jYda0wVKwZGI9ru3WjR0RhbtsS8cCGqQQObxfQ03Ey+ydbzW1lzdg3rzq5j7+W9aWbsvZOznTPuge74FPDB3dudCW4TGOk5EntHezRNI7f5/q0d8hXLl5mHIJ6EiwuqfAVbRyGekCSI/sOOCzvoubgnp26c0tcFlAxgQ8sNvOX01n+8MmdT3t6oxo1Ru06ghYRgmDMHLl7EPG/eMzFN+v2ERoUy88BMRm8drc9qp2kaJWqWoHT90lTWsnHTYnt7688j0DRNBn992gwGa/Pe+VvQrl/H2KcPKRUqQHHpSvM0hEaF0u6PdnpLlUIVCvF+9ffpzn+3dMsSHB2x1KmDYc0aNIsZY7dupGzcmO1nIRm9dbQ+bpmnoye12tX67xkCxb3c3DCvXYAaVxPtwAGwWDBOmIBhyRLM06ejqla1dYTZQmhUKOvPrmd96Ho2hG7gfMz5h77mj6t/MJGJ93S3DqoSxJXQKxSpVIQVBVbQ065nxgZrMqFKl4a8ea0txYnFsGEDWqVKmL//3uYPHk7fOM2Uf6fwy/5fiEyITLPNwcWBIpWKsKTCEgbnGmybAO9DFSliPUcv3I0WF4exdWssY8ZgefPNLNsy63GlWFLYc2kPa89au4xtO79NPx/ezagZyZU/F76FfPEt5MvivIvp7XD74UoFcwUcjPKwWQhbkwTRfSSbkxm1ZRSjtozSm6ya7ExUbFqRQhUK4WJ59loO3cPNjZQNG+g+vJy1iwIbmF2/PimLF0PBgraOLtOZLWZ2XdzFPyH/sPTkUg5dSdtc2S23G9VfrE7u/Leefki3BpGZnJ0x//ILphdfRIuNtY5HtHmzjBuSyeKS4+i6oKs+5oVPAR8qt6iMRjZKknp6ompUh3lb0aKjrTObbd4Mj9hPPasZu20sn274VF+e0XoGwbmCbRhRNmY0WluV+fmh7dgBXLdOYFCnjnUWG19ffUYb5eNjnfn0zn99fcHLK8fcCD+KS7GXWB+6nvVnrQmh05GnH/oaR1dHanvX5pzvOdzzuD+wa2rx6sUpXt2a+DeaMy/hqXLnRjVtisXoQdeo6UAULOrGrKVLMX/7LXh4ZNp7382iLKw+s5rJuyezLGTZPeMuVc9fHapaH94aTUbym/M/tdgelSpUCPPM9+i+sCuoBNj4HrMWLsQ8ZQoUKmTr8J7IurPr6LW4138OlO7h46EnhBblX0Rf5776NgezJIOEyIokQXSXk9dP0nNxT3Zd3KWvq56/Ornb5MbNS6Z8TSNPHlTDhrB9O9r582jHjmGqWxfzokU5cjC+6MRoVp1exdKQpSw/tZwr8Vfuu1+JmiUo06CMPLEWT5Vq3pxOH5dEO3oUOMSs/v2tXT9FpjBbzAzePVhPDrt6uVKrfa2sPcbYAyj/AMyffopx+HC0U6cwduqEedmyR54COKsYtWVUmuRQuefK0TyoOcFIguiJuLujGjfGHFCGbgc+BaWAywQvuPzQVKgymayzBqUmk3x80Hx88PDxsc4Klc0+Y/ejlOKPo38wassoDl85/MD9jHZGcufLjbuPOx55PPDI44F7HnccnBzuO3OWTZlMmH/8ETXpONrOXZCUhGHOHLQtWzD/8guqbt2Hl/EEohKimHlwJj/s+YGT10+m2WYwGggsHUjRqkVZ4rsk60z48R9U+/aoGz9ZE63x8RjWr0erVAnL6NFYXn89WyZRfzvwG68vfR1lSZu0c8nlgk9BH/IWysu8gHkM9Biob3Mzy32UENmBJIhuUUrx876fGbh6IPHJ8YC1u0zpeqVZV3Mdvex62TjCLMpoRNWuBfv2A8fRwsMxNmqEedYsVKtWto4uw/y450c+WvMRCSkJ92zT0PDM70m+ovkIKBmAu7e7DSIUAlTZsnD1KtqVKxhmzMBSpw6qezbo6pQNDV43mE3hmwBrN6aaHWumGS8ru7EMHUrXqOlo584B61Ff1+W3D7Y+9HVZxYhNIxixaYS+XLZhWUrWLmn7G+2cQtOwDB6M5betaKFhcPMmlhYl6ZJvG1pCAiQkEDxf0bnd7ZcEL4AuL6YAF4GLBN+a1MAAFATU999j6d8fS69e4JI9W2afunGK91a8x8rTK+/ZZjAayO2fmz6BfdhceDNe+b2sCeRsROX3RzXPjbZjJ3AZLSwMY+PGWAYOxPLpp4/c/fxRXYm7wthtY/lp30/EJsWm2ebs7syQSkPYXWk3ji63xsHKRvVb+figmjdH27cPOGXtcvbOO2iprYkKFLB1iI9EKcXwjcMZuWWkvi5PYB4KlC2AbyFfXD1d9fW+Zl9bhCiEuEv79u1xc3v0BO0zlyBSSnEl/goh10M4ef0kJ2+cJOR6CEeuHOHYtWP6fq5ertRoU4Pc+XNnm2mvbUdDVaiA+es+GAYMQIuPx9S2Lea33rJOj/sYH8isRinF55s+58vNX6ZZb7Iz4VvYl3zF8vFnoT/TPCERwmY0DVWzJtqKFUAixnfeIaViRShb1taR5ShT/53K97u/B6xT8f7e9nem557+kFdlcZqGql7d2mU4Ph7t4EGIjIRcuWwd2UON3DwyTXKofKPylKhVwoYR5WDuHtZENGAeORO1qJve6Sf5+2+w/NNLTxiZa72MuvET3FpWFfPSpfQx67JSQBjBAwZg+PJLLH36YOnbF7y9bXZojyPJnMT47eMZtWVUmgdHnn6evFHoDXYU3kFu/9yY7Ex8bP44W7RyeSBHJ1T9+piL1sQweDBaQgLGsWMxrF5Nyq+/Qoknr2uRCZFM2D6B73Z9R1xyXJptPgV9KFqlKPmK52OQGpS9f5cmE6pKFVKWfkf3OS9DfDywltkVK1rHJurdO0vPCpyYksibS98k+NDtVplBVYOo+HxFmVFMCBvYs2cPu3btIjw8HABfX1+qVq1K5bt68kyYMOGxyn0mMh9/n/ibeUfmEXLDmhSKToz+z/1fr/g615+/jsn+mfj1ZBhL3750VfPRtm0Dsxmu/Mjsiksx//ADqkkTW4f32CzKwvsr3+eHPT/o6wqWK8j3pb5nRqEZehcyeUIishQnJ1TNmqg5G9Bu3rSOR7RtW7ZO1GYla86s4b0V7+nLFZpXoGHBhkwnmyeIwNoitEIFtK1bITERw8iRWL76ytZR/afFJxbz2cbP9OWvGn3Fnlp7bBbPM83Ly9odzd3aitbS5h3Uop365pQJM7Es6oZKSSHx2DGcQs8CcWjXrmH84gsM48djefVVLO+9l6XHMtwYupG3l7+d5qGis7szlZpVIn/x/Iwwj8jeSYwHsPTtSxeX5Ri2b4fISIIX7MVUvTqWr77C8sYb6UpsxCbF8v2u75mwY0KagaeNJiMFyxdkfqX5jM47+vYLslGLof+iGjfGcqMZ2r59aKdPo8XGYuzXz9qa6Oefwc/P1iHe4/rN67Sf355N56wtZzU0yj9fnmLVisnkJEI8ZVeuXKF79+7s2LEDf39/fHx8AIiIiOD8+fNUr16d3377jTx58qSr/Gci3Xvs2jHmHpnLnkt7Hpgc0gwauXxzUeeVOkxqPkmSQ+mk8ufH0qwZ6tYHUgsLw9SyJcY334TE+89qkBUlmZPo8VePNMmhCs9XoPqL1Xm+8PMyvpDI0pSvL5b//Q8A7cQJjG+9deuJvXgSx64eo+OfHfXJCwpWLEjhioVtHFXGUgEB+ve34fvv4cQJG0f0YCHXQ3jt79f05XLPlaN/9f62C0g8GqORxMAALM1b0Gl8LTr19qRzO+jS4ibGSZMwlSyJsXt32L8/00KwKAsnrp0gLinu4TvfcjX+Kr3/6U3j2Y315JCmafSv1p9mfZqRv3jWGyA5w3l4YGnSBFWiBErT0G7exPjOO5gqV8YwZAjamjXWFmIPkZCSwLc7v6XE5BJ8suETPTlkZ7AjqEoQLd9uSZUWVSidp3QmH5AN2dmhqlZF1a+P8vcHwLB6NabmzSEqysbBpXX6xmnq/VpPTw4ZTUbmtptL8erFJTkkhA0MHDgQs9nMjh07OHDgAKtXr2b16tUcOHCAHTt2YLFY+PDDD9Ndfo7Jgrxv9z5hgWEsZOE925Z6L9X/75LLBTcvN1y9XHHL7YablxtTck3hE69PbjePzCFPKGzG1RX1XEM4dQq14jhabCyGX36BGzcwBweDKWt/7OKS4ii5sCSXT10GrNNyVn6hMoXKZ+/ZJsSzxTJkCF2vTkELDwfLH8ycVBPL22/bOqxs62r8VV764yWiEq0X7vmK5qN47eI2jipzqIoV0VauREtJwThoEOaF955Xbe1m8k06/tlR/3v4l/S3diuz2Dgw8eg0DRUQAAEBEB4Ox44Bl9HMZrTff8fw++9YmjbFMnAgql69dHe9MVvMnLh+gn8v/8u+y/v499K/7AvfR0xSDH+/8jdNizS97+uSzEkcuXqE/Zf3sz98P8GHg7l+87q+3SufF1VaVuGrPF/lyBZDD2QwoMqXx7ziW7r/9iLcvAkcInj8IRg/HuXoiKpTx9pKplEjaxfnW9fXyeZkfj3wKyM3j+R8zHm9SE3TKFCuACtrr+R/uf9nowOzDZU3Lyl759N9ZGW0sDDgCLM6d8a8aBHY2dk6PHZc2EHbP9rqE7M4uDhQ95W6tMnbhgUssHF0Qjyb1q5dy5IlSyhatOg924oWLcqYMWN44YUX0l1+1r5TT6dui26fqGe2mYlPQR+av9UcF0+X+7b8KGIuIn1nM5yGKhJEp+/zoW3dah3XgkXM6tPHOhhfFv19X795nTbz2nD5wq3kkMnIHy/9wdwSc20cmRCPyWi0jke0cqV11pSPPkJVroyqWdPWkWU7iSmJdFjQgVM3TgFQzqccRV4qws2EmzaOLJN4eqIKFQLOYFiyBMvq1ajGjW0dlU4pxTsr3uFAxAEA3HK7Ue2FavIkOxtTvr7g60ty9wF0/739rRtlCF6wAsOKFaiKFbHUrAlFiqBu/VCo0CMNktz7n97MPjT7vtuGhg+9J0F0IOIAry5+laNXj5JsSb7nNR4OHgQ9F0ThSoWt147P6ENF1aABlohmaCdOwKVLKO0GmlJoCQloq1fD6tUYuTU483PPYenXj8/iFzN229g05QSUCqBM/TK4e7tT0FzQJsdicx4eqBo1ICUF7eJFDKtWofr3x/L99zYdk+jPY3/Sc3FPfZwtd2936nasax2I+hn93AuRFdjb2xMTE/PA7bGxsdg/wSQCWeIufdq0aZQrV468efPSuHFj9uzJ2PED7B3tcc/jLt2CbMHZGVW/vj7QqeHXXzEMGpQlu7tcjLlIo1mN2H5hOwB2DnbU61yPVkVzzmxs4hnj4ICqVQs0zdoapFMniIiwdVTZilKKssvLsvncZgAcXR1Z2GEhdva2f7KbmVS5cihX62w0xoEDISXFxhHd9sv+X/jtwG8AONs5U/vl2tg55Oy/xzOjYkVUzZpYWrZEBQWhHK2zVWl792KcPBnjBx9gatMGu7JlMVWpAkA3Yzf9534O5T10zzpnd2fyF8+PW+57x2bzdvLmQMSB+yaHAksHcvDNgwRVCZIHiwD29qgyZVBNmpBy6ZK1y+BHRejc3UWf0U6LiMDw++8QEcGxqscwGK2/t3xF87HztZ3UaldLZn8FfZKJ1Otl47RpGL7+2iahKKWYsH0CHf/sqCeHGhRoQKOejdLMUibEsyiz8xaP4qWXXqJPnz78888/REffHj4nOjqaf/75h379+tGuXbv/KOG/2bwF0Z9//snHH3/MhAkTqFy5Mj/++CPt2rVj165d6R5YSWQxdnZYGtTHsGYNEIvxm2/A0xPL0KG2jkwXcj2Elr+35EzkGcDahLZ+5/p45vWUpyQiW1O5c0OlSjB/D9rFixi7dsW8dGmW7+qZVYzbPo6zB84C1haFdTrUIcA9wLZBPQ2OjlgGD8b48cdoR45gmDYNS58+to6Kfy/9m2aQ8MnNJ7PMZ5kNIxKZwtUVVbkyKac20P3HJmgXL0JsLMFzU/TEg8oXxW/3eendrci9A7zxL+GPp5+n9Sev5+1p0gHMaV/z24u/4eTmhL2jPbny5qKvT1+W+S0jl28uHJwdyGvOm0kHnc15eeldBhVAbCydKl+Gy5fRrl7FkjAbZw9nKjatSC7fXHj7e1PBXMHGQWcxJhOWevVQy/egXbiAYfBgVOHCqBdffGohpFhSeH/l+0z5d4q+rmC5gvzT/B9es3/tP14pRM6XVfIWX375JRaLhddee42UlBS9tVBSUhImk4muXbsyYsSIh5TyYDa/Q5g8eTLdu3enS5cugHUatpUrVzJr1izef/99G0cnMoyDI5YGDVGr96KdP4/xs88gVy7rtLY2tj98P3V/r0tCnPUpSUGPgpTqUuq+TxaFyI5UUBCWTsUwzJmDYf161KefYvnyS1uHleUtPLaQYeuG6cvVWlcjd/7cz0zS2PLuuxh+/hntzBkMw4dj6dgRPD1tFs/1m9fp+GdHEs3WCQ+CqgTRuUxnliEJohwrTx5U2bKosmUBSB43DvV3T4iJAUfH/37tLd7+3ni3937kt9Q0jVbvttJbCL1vfp9/jf8+dujPPFdXVFAQBAWhUIC1q1RQ5SDbxpXVOTmRsnAhPcbVtM4I/EdHfvPfjLpr2urMEJMYQ9dFXVl26vZ3apn6ZShVtxT2lvR3VxEip8gqeQsHBwcmTJjAZ599xv79+9NMc1++fHnc3Z+sVaamlO36+iQlJZEvXz5+/fVXWrZsqa/v06cPUVFRBAcH3/OaxMREEu+YDSs1/Oq9q3Ph4AX8NX8uxl7Ut+d3y88F7cJ/xpFfpd0no5dt9p73n7Dt9mvc8nMh5kKmLd/3Pe29uXDtDFjUrdfkAw+P/w40E8Unx3Mu+hwWZR3Z1GA0UMSjCOHGcH2fLPv3ftjv+hH/XhaLBYPB8Gj7P+wzdtf30ZMe193v+dR+1w877ofI6OPMkL+3ix8Xwk+C2fpZz+/hD26SBH2Qmyk3CY0K1c8xDs4OOLg4ALf/PhazBYPR8FTOGXfXtaf2/Z2cDPHWsZb8TZ6ovLZrPXEu+hyxSbGAtTWXcy5n/PHP+N/1XTLlOyWDvr/Tu/woMjOG1PNOhrznE35/p+v7+GlcE2ZgTA98z6f9GcuIawRbXI894bVRun6XN0IhLh4A/5smVMGCKJOJpKQk7O3tM3zMtfjkeC7GXiTZfLtrpZObE3aOdtaYbHXtmxHXYxn4HZJV7/Ey+5zxOOctV19X6nxUh19b//qf+z8tZrOZkJAQgoKCMBpvDzdjsVhITrZ+3u+sTw4ODjg4ONxTTnryFtmVTRNEly5dolSpUqxYsYJq1arp6z/55BO2bt3K6tWr73nN6NGjGTNmjL7s6urKoUOH6NixIyey8HS84jZDYiL2ly6BxXqjanF0RN3q7pLs40PCHWOkOD7Cst1DxlRJvmuf1OU4QwoXHBJIrQAORgf8nPwwaDKugMiZtORkHM6ft44BZjAQ7eiI5dZN2sPq2v08Sv18kmWAh6WwHlS/n2TZfOUSFxwSSNGs3w6udq74OPo8JJKcy/7iRQy3pq6OdnZ+5M/Mw76v7/7d30/qPtdMSVy1SwLAoBnwd/HHpNm8EbQQQmQaU1QUpmvXADAbDMQ4OYGmpevc+aBznwXFFbtEIk23x5kzaAZ8nXxxMjpl/EGJHC8gIIBvvvnG1mE8lMFgIDAwkOrVq+stcAAGDRrE4MGD79k/PXkLW9m7dy/x8fHUrl07Xa/PdldX77//Pn3v6JaUmt+aN28ep0+fvic7KLImbfNm7F94AS0hAZWUhKVGDfDxIfnXX1nco4e+X+tHWLa7Y/l+ku/aJ/nXX5n3bgNezbcTdSth3KRQE+a0mYOLvUsGHWH28KCsusi5DIsWYd+pE1gsRNrZsaZRI8wm00Pr2v08Sv18kmWAhw2xd7/6nd7lq8ZEhnbIzS/7puvfDTXjc7P0fyE4mtJ2Z3mW6o62fz/2NWuiKcUld3c21asHpO/v+19/i/tJ/vVX1vdtSovAjaCBhsbiDotpVKhRRh2eeMqepbojxJMyDRiA6YcfwGLhkpsby8qV45U//2TJq6/q+zzKufN+5741fZ+nT749RNrdTg7VzF+TqS2mEuQlXQFFzvCwFkQ7duy4pwVRdvfWW28REhLCtVsJ5sdl0wRR7ty5MRqNXLlyJc36K1eu4ONz/6e1dzf7slgsxMTE6H9wo9EoFxzZQf36mH//HePLL6OlpGDYvBnVsCFGozFNJX3c5fu5e58f/v2BAfl36MvtS7bnl9a/YG98dvtXS715hrRrh3nAAIwTJpArKorK//7LrmrVMqRuZfQypI5akbkxoMFPuU4zNM8Bru9P0t+0vG95/ui4BBeHByeOn4m6U6kS6tVX0X7+Gb/Ll/G7fJnLfn6Z8ve+28W4i3TLv0NP2H1S7xOeD3o+gw5M2NIzUXeEeEJqwgQsoaEYli7F7/JlGiqF6ezZxz533rnPdUMiA5a+wcwCm/TtznbOfNngS/pU6SMt6UWOdPc5R9M0kpOTcXNze6RZKdOTt7CVRYsW6d3n0sOm3wD29vZUqFCBDRs26OssFgsbN26katWqNoxMPA2qRQvM06ejbk3Brf37Lxw5knnvh+JT74MMWDVAX/dmpTf57cXfnunkkHj2WL74AkvdugAUPHuWYsePW7udPaM+9z7MW367uW6ydmFys3djXONxbO25FR+XrHXStxXz8OGoW2NWld+7F+1WF+HMlISZTn924qrJOu5gsyLNGFJ7SKa/rxBCZBlGI+aZM1HlygFQKDwc+3LlqL5tGx6RkY9d3EK385QtspyZB2fq654r+Bx7X99Lv6r9JDkkxANkp7yFn58fgYGB6X69zb8F+vbty2+//cacOXM4fvw4AwYMIC4uTh8dXORsqmNHLN9+C4B27Rqmli1xjovL8PcxY+HtvHv4Is/tBNSwOsP4tum3GA3yBFM8Y0wmzLNnc/PWLEDl9+/HmEl1L6vbcWEHX/gc1Zc7le7EobcO8W61d7Ez2tkwsizGxwfL0KEAuMfEEHTyZKa/5Ye++9l5cScABTwKMKP1DLl5EUI8e9zcSPn7b8wvvACAZrEQGBbG8ytWUHvTJrQdO/7z5VGGJGYenEnTgPW87L+FyybrmHLuDu782OJHlnVaRqFchTL9MITI7p6VvIXNxyBq27YtV69eZeTIkURERFC2bFnmz5+f5ZpqicxjefNNuHED4yefoF24QL2oKNY99xyJThkzOF6SOYlX821nnsc5fd2EJhN4u+rbGVK+ENlS3rzYrVmDat8e7eJFDKtX09Ro5GC5coQEPRtjD8RpKfT6u5c+i+Gn9T5lWJ1hD3nVs8vy9tvWae9DQih/6hQply5l2nvNcQ/ley9rEsreaM/ctnPxcvLKtPcTQogszc+P5HnzCFmyhKD58zHMm4dmsZDv4kWoW5f6Pj4cLVWKCB8f0DSiDcksdr3AH+7nWOlymaS/F4Lr7eJaBLVgUvNJ5HfLb7tjEiKbySp5i+TkZEaMGME///yDp6cnvXr1omvXrvr2iIgISpYsme4xiLLEo7g33niDgwcPEh4ezurVq6lSpYqtQxJPmWXQIMwDrF2/3GJjqbdhA3ZJSU9cbpyWQts/2urJIaNm5JfWv0hySAhAVa1Kyr59WF57DQCT2UzFvXt5bu3aTO3umVUM8tlPyPUQAKrlq8agWoNsHFEW5+CAeeJEALSYGIz3meUjIxy2j+INv1368jfPf0Mlv0qZ8l5CCJGdJAQFkfzLL6QcPoz59ddR9tYhEnwiIqi/fj3PrV6Nd0QE33qdoEf+HfzjdpEkw+0uwYHugcxoPYOF7RdKckiIdMgKeYvx48czd+5cevXqRcOGDRk2bBj9+/dPs8+TTFSfJRJEQqBpWEaNwnJrVoZcUVE0Wr0aDhxId5HXDYk0DVzPytMrAXA0ObKg/QK6lMlZzQCFeCK5cmH+4QdSVq4k1tX6eDH3tWuYqlal5OHDaGazjQPMHCtcLvGDlzU55GRyYvoL0zEZbN6oNstTTZtiefFFAAxz5uD9kGnqH1ekIYn2/luIN1g/d93KduPVCq8+5FVCCPGMKVIEy6RJpBw/jrl/f5SzMwC5r1+nbv/+vDQsWN81n2s+3qn6Dhu6b+BEvxN0LtP5oRMECCGyrj/++INvvvmGd955h48//ph169axadMm+vXrpyeGnqSOS4JIZB2ahnnSJCzt2wPgFhODqU4dCp4+/dgD6F403aRhgXVsc7Y2rfNw8GBpx6W0CGqR4WELkROoBg1wOH8e84ABKIMBLTmZMocO0WTVKjzT2UQ1q7puSKT3HS1UxjQaQ7HcxWwYUfZiHj8edasLcKU9ezJswOpIQxJNA9dz3CEGgHIJHnzX7Du5kRFCiAfJnx/LV1+REhKCeehQLA0aoJo1o4R3CYbXH866bus4/c5pxjcZT03/mjKOmxA5wKVLlyhVqpS+XLhwYf7++2927tzJm2++ifkJH+7Kt4TIWm7N1mD+7DPrTWpCAlV37aLqjh0P7XJ2U0thucsl3vP9l6qFVnLIMQoAXxdfVnddTZ3AOk/jCITIvpydsYwejXnzZlSZMgB4REXRaM0ayu7fjyEHtCaKT46no/82LtrdBKBJoSa8WelNG0eVzQQG6gNWe0RHU/TEiScuMtKQRLPADex2ugFAHuc8/N5/G852zk9cthBC5Hje3lg++wzzihVwK6k+pPYQagfUlqSQEDmMj48PZ86cSbMuX758LF68mL1799KvX78nKl++MUTWYzBgGToU8/LlqLx5ASgYGsqLixZhrFWLsvv343v5MsaUFABmuZ+lZcBGvIstomXgRr73OqnP0FAoVyHWd19Ped/yNjscIbIbVaUKKdu3WxO19vZoSlHi2DGarFyJVzZuTRSrJfPi3BdZ4xIOgKejJ1NbTZUWKulg6d8fVbQoAKUOH8YxPj7dZUUZkmgeuIFdTtcBa3JoZZeVBHk9G4OlCyFEhpHzmRA5Xr169Zg/f/496/38/Pjrr78IDQ19ovIlQSSyLNWgASk7d2Jp2BAATSkMu3dT4tgx6m3YQJuFC+HECTY7X2G56yUSDLdbN5gMJloEtWBdt3UU8Sxiq0MQIvuyt8cydCgpO3ZgqVwZAPfoaJ7Lpq2Jog3JtAjcyIawDYB1et/FryyWQTrTy8EB89dfA2CXkkKdTZvg6tXHLiY1ObTzjuTQis4rKJ2ndEZGK4QQQgiRIwwcOJA2bdrcd1u+fPn4559/+P7779NdviSIRNaWNy/mZctIWboU8wcfYKlcGXXr6Yjm4QFBQTzfewwAfq5+9Crfi9/b/s6l/pdY1GER+dzy2TJ6IbK/0qUxb9qEecSINK2J2h48iLZzp62jeySRhiSaB2xgi7M1gZHLMRcrOq+gev7qNo4se1NNmmDp1g0Az8hITE2a4HDz5iO/PjoxmhYBG9lxKznkneLAis4rKONTJlPiFUIIIYTI7gIDA2nUqNEDt/v5+dGpUyd9uUOHDly+fPmRy5cpW0TWZzCgGjdGNW5sXb5xA23TJrh2DQwGGhdqzK7XdlHOp5x0FREiM5hMWAYNwtKqFcbevTHs2YN2/DjGevUoW6wYh8uUwWI02jrK+7IoC+39t7D91oD1Xk5eLOu0jIp5K9o4spzBPGUKJCdj+P13tMOHaRgWxoYGDbjp/N9jB0Ubkmn5e0t23Pq7eDt5s6KLJIeEEEIIITLStm3bSEhIeOT9pQWRyH48PVGtW6N69QLAxd6F8r7lJTkkRGa7uzWRxWIdm2jFClxjYmwd3X39sPsH1rpYp2JPHdtGkkMZyGTC/MsvWG59H7vFxNBg7dr//DxEG5JpEbCBHRd2AJDbKTfLuyynrE/ZpxKyEEIIIYS4P0kQCSGEeHS3WhOlGZsoJoZmu3fDvn22je0uJ+1iGLpuqL48q80syvmUs2FEOZTRiPmHHzDfmjXDNS6O55cvxzBsGKbk5DS7xhiSaRmwgW23Wg7ldsrNii4r5O8ihBBCCJEFSIJICCHE40ttTTRoEABaRASmJk3InY6BijODGQuv5tvBzRTrmDh9KvehYcGGNo4qBzMYsEyYoH8ejBYLxrFjabZ0KQXOnAGliE+Op2XARrbe0d1veeflkhwSQgghhMgiJEEkhBAifUwmLCNGYB43DgAtKop669fj8xgD4WWWb7xO6ImIIp5FGNlwpI0jegZoGpYRI0jZsgVLtWoAOCUkUG3nTp5bvRqnS1cpV7c9cDs5VN63vC0jFkIIIYQQd5AEkRBCiCdiefddUqZNQxkMmMxm6mzaRP7z520Wz1H7aD7OcxAADY1pLafhYu9is3ieNapqVcwbN5IyfTrKzw8ALy8vNF9fvn7+az6q9RHLOi2jgm8F2wYqhBBCCCHSkFnMhBBCPDHVowdmNzeM3bphTE6m5rZtmH/77anHcSbyDB38t5BosADwbrV3qRNY56nH8cwzGFBdu5LSpg2GMWNQNWuCgwMa8EWDL2wdnRBCCCHEM+H999/H09PzkfeXBJEQQogModq2xezqirFDB7T4eEy9exNUsSIhxYo9lfdf6XKZztNrcMMhGoCiXkX5vP7nT+W9xQO4umIZMcLWUQghhBBC5BhJSUksWbKEXbt2ER4eDoCvry/VqlWjRYsW2Nvb6/sOGDDgscqWLmZCCCEyjHr+eczLlqE8PACouHcvpQ4dAqUy7z1RjM59hBYBG7iRcAOAIK8g/mz/J052Tpn2vkIIIYQQQjxNp0+fpnr16vTt25cDBw6glEIpxYEDB+jTpw81a9bk9OnT6S5fWhAJIYTIUKpmTVJWrcLUqhVaRASlDx8mz5UraH/9BRYLGDLu2URMYgyv5d/CIvcL+rqWRVsy44UZeDh6ZNj7CCGEEEIIYWsffPABpUqVYsOGDbi7u6fZFh0dTZ8+ffjwww9ZsGBBusqXBJEQQoiMV6ECKWvXYmreHO3cOXwiIqB9e1q4uBASFMTpIkWe+C2O20fz0oxaHL+VHNIUfFL/U4bUHoJBkwayQgghhBAiZ9mxYwerV6++JzkE4O7uztChQ2nSpEm6y5craCGEEJmjWDFStmzB3L+/3uXMJS6O8vv303jVKjhzJt1F/+V6geoFV3H82nEAPBw8WPTKXwyrM0ySQ0IIIYQQIkfy8PAgLCzsgdvDwsLw8Eh/K3q5ihZCCJF58ubF8tVXpJw5g/m771AlSgDgFhODqV49cl2//ljFmbHwSZ6DtA3YTIwxBYDSeUqzrdc2mgc1z/DwhRBCCCGEyCq6detGnz59mDx5MocOHSIiIoKIiAgOHTrE5MmT6devHz169Eh3+dLFTAghROZzdcXy5ptYXn8dw7BhGMePRwsPp+G6dWyrVYvLfn4PLeKGIYku+bexwvWyvq59yfZMbTkVF3uXzIxeCCGEEEIImxs6dCjOzs589913fPzxx2iaBoBSCl9fX9577z3ee++9dJcvCSIhhBBPj8GAZdQoCAjA8P77mFJSqL1pEwfLlYObNx/4sgMOkbTz38xp+zhrMZqBUc+Non+1/vqJUQghhBBCiJyuf//+9O/fn9DQ0DTT3BcoUOCJy5YEkRBCiKfO0rcvKl8+tE6dMJrNlN+/H1W0KMXz5uVUUBApdnb6vnPcQ3nDbxfxBjMA3k7ezH5pNg0LNrRV+EIIIYQQQthUgQIFMiQpdCcZg0gIIYRNqDZtUOvWoW7NaKZFRFDuwAFa/v03pQ8exD4xkSF59tM1/3Y9OVTZrzLbX90uySEhhBBCCPFMunz5MnPnzmXlypUkJSWl2RYXF8dXX32V7rIlQSSEEMJmVI0apBw8SMqMGahSpQCwT06m1JEj5Lpxg3yd39L37VGuB+u6rSPQI9BW4QohhBBCCGEz//77LzVq1ODDDz+kZ8+e1KxZk6NHj+rb4+LiGDNmTLrLlwSREEII2zKZUJ07k/Lvv6TMn4+lShUslStTa+VK+lTuw6sVXuX7Zt8zteVUHE2Oto5WCCGEEEIImxgxYgStWrXi7NmzHD9+nAYNGtCqVSsOHDiQIeXLGERCCCGyBoMB1bo15hdegOvXQdPQgB9b/GjryIQQQgghhLC5ffv2MXbsWAwGA25ubowfPx5/f39efPFFFixYgL+//xOVLwkiIYQQWYumQe7cto5CCCGEEEKILCchISHN8vvvv4/JZKJt27Z8//33T1S2JIiEEEIIIYQQQgghsriSJUuyc+dOypQpk2b9O++8g8VioXfv3k9UvoxBJIQQQgghhBBCCJHFdezYkR07dtx323vvvcfgwYOfqJtZpiSIwsLCeOeddyhfvjx+fn5UrFiRUaNG3TMF26FDh2jevDl58+aldOnSfPPNN5kRjhBCCCGEEEIIIUSmyuxcSPfu3ZkyZcoDt/fv35/9+/fry9u3bycxMfGR48+ULmYnTpzAYrEwceJEChcuzJEjR+jfvz/x8fGMGDECgOjoaNq1a0f9+vWZMGECR44c4Z133sHDw4OePXtmRlhCCCGEEEIIIYQQmSKr5UI6dOjAxo0bKViw4CPtnykJosaNG9O4cWN9uWDBgoSEhDB9+nT9l/LHH3+QlJTE999/j729PSVLluTgwYNMnjxZEkRCCCGEEEIIIYTIVrJaLkQp9Vj7P7VBqqOjo/H09NSXd+3aRa1atbC3t9fXNWrUiG+++YbIyEhy5cp133ISExPTNJFKPWCz2ZzmXyHEw0m9ESJ9pO4IkT5Sd4RIH6k7Qjy+B9Ubi8UCQExMDJqm6esdHBxwcHDI8DgyKhfyNDyVBNHp06eZOnWqnjEDiIiIIDAwMM1+efLkASA8PPyBv5SJEycyZswYfdnV1ZVDhw5x9uxZAEJCQjI2eCGeAVJvhEgfqTtCpI/UHSHSR+qOEI/v7npjMBgIDAykevXqhIeH6+sHDRrE4MGDM/S9MzIX8jQ8VoLos88+e+jgSTt27KBYsWL68sWLF3n55Zdp06YNPXr0SF+Ud3j//ffp27evvpzagqhgwYKcPn2aoKAgjEbjE7+PEM8Cs9lMSEiI1BshHpPUHSHSR+qOEOkjdUeIx/egemOxWEhOTmbHjh33tCB6kKyQC3kaHitB9Pbbb9O5c+f/3OfOwY8uXbpE69atqVatGl9//XWa/Xx8fLhy5UqadanLvr6+Dyz/7mZfFouFmJgY/Q9uNBrlS1OIxyT1Roj0kbojRPpI3REifaTuCPH47q43mqaRnJyMm5sbBsOjTeyeFXIh6XFnAuxRPFaCyNvbG29v70fa9+LFi7Ru3Zry5cszadKke37xVatW5YsvviA5ORk7OzsA1q1bR9GiRW3apEoIIYQQQgghhBAiVXbNhTzuINWPli57TBcvXuSFF17A39+fESNGcPXqVcLDw9P073v55Zext7fnnXfe4ejRo/z5559MmTIlTfcxIYQQQgghhBBCiOwgs3Mhv//+Ozdu3Hjg9ri4OL766it9+dy5c488xT1k0iDV69ev5/Tp05w+fZrSpUun2ZZ6MB4eHixYsIAPP/yQhg0bkjt3bj788EOZ4l4IIYQQQgghhBDZTmbnQvr27UvBggWZNWsWpUqVumd7XFwcY8aM4aOPPkpX/JmSIOrcufND++cBlClThmXLlmVGCEIIIYQQQgghhBBPzdPIhRQsWJBmzZoxadIkXnjhhXSV8SCZ0sVMCCGEEEIIIYQQQmQcTdOYMmUK7777Lr169WLUqFEZWn6mtCB6miwWi/6vwWDAYrE89kjdQjyrpN4IkT5Sd4RIH6k7QqSP1B0hHt+D6s3dOYTsJHXQ6YEDB1KmTBnefPNNDh8+zJQpU3BxcXni8jX1uMNaZzEpKSnExcXZOgwhhBBCCCGEEEJkEy4uLphM2avNjJeXF8ePHydPnjwAnDhxgq5du2I0GpkzZw7Ozs6ULFmSa9eupav87PXbeAAXFxfi4uKoXr06O3bswM3NzdYhCZEtxMTESL0RIh2k7giRPlJ3hEgfqTtCPL4H1ZvUFkTZ0d0tCIsVK8bq1avp3bs3zz33HCNHjnyi8rN9gig146dpGuHh4Wialu2aiQlhK1JvhEgfqTtCpI/UHSHSR+qOEI/vQfUmO9eh+3UAc3d3Z+7cuYwYMYJ+/fo9UfnZPkEkhBBCCCGEEEIIkdN16tQJR0fHe9ZrmsYnn3xC2bJl+eWXX9JdviSIhBBCCCGEEEIIIbK4SZMm/ef2l156iZdeeind5eeYBJGDgwODBg3CwcHB1qEIkW1IvREifaTuCJE+UneESB+pO0I8vpxcbxYtWsSCBQsICQnB3t6eIkWK0KVLFxo1avRE5Wb7WcyEEEIIIYQQQgghcjqLxULv3r1ZtGgRQUFBFC1aFLDOZnb69Gl69OjBhAkTuH79Olu3bqVVq1aPVX6OaUEkhBBCCCGEEEIIkVP9+OOPrF+/nuDgYJo1a5Zm29KlS3n77bcpVKgQwcHBdOzY8bHLlxZEQgghhBBCCCGEEFlc7dq16dOnD127dr3v9pkzZ9K/f38aNmxIcHAw9vb2j1W+JIiEEEIIIYQQQgghsjg/Pz927txJQEDAfbeHhYVRsWJFLl269NjJIQDDkwYohBBCCCGEEEIIITKXo6MjUVFRD9weExODm5tbupJDIAkiIYQQQgghhBBCiCyvatWqTJ8+/YHbf/rpJ6pWrZru8mWQaiGEEEIIIYQQQogs7oMPPuCFF17gxo0bvP322xQtWhSlFCdOnGDSpEksXbqUxYsXp7t8GYMoHcLDw1m9ejVGo5EWLVrg7u6OUgpN02wdmhBZ2uXLl1m/fj1ubm40a9YMo9EodUeIRyDnHSHSL7WuHD58mBkzZnD8+HFatWpFy5YtyZ8/PxaLBYNBGtWLZ1tcXBwuLi62DkOIbC08PJwTJ05QrVo1HBwcMu19/vnnH/r378+NGzf0dUopPD09mThxIq1bt0532ZIgekyzZ8/ms88+w9vbG3t7e27evMn8+fMJDAy0dWhCZGkTJ07ku+++w9fXF6UUuXLlYu7cuXh4eNg6NCGyNDnvCJF+qcmhU6dO8eabb+Lj40OJEiVYtmwZBoOBpUuXynlIPJOSkpLYuHEjv/32G8uWLeOTTz6hT58+mEzSwUSIx6GUYs+ePXz//fcsX76cpKQktm/fTrFixTL1fePj41m7di2nTp0CICgoiOeeew4nJ6cnKlcelzzA6dOniYuLS7Pu4sWLjBw5kvfff59t27YRHByMg4MDw4YNIywszEaRCpG1hIWFYTab06w7evQoU6ZMYeTIkWzbto1p06Zx7tw5hg8fzvXr120UqRBZi5x3hHgyly9fZt68eSxcuFAfwFPTNMxmM8HBwURGRjJlyhQ++eQTlixZQkREBJMmTSIpKcnGkQuR+e5uExAaGsq8efPw8fEhKCiI3bt3c/PmTRtFJ0T2cfe9jqZpnDhxAg8PD3766Sdy5crF3r17M+39d+7cyfLly3F2dqZVq1a89957+Pj4MHToUMqVK0f//v1JTExMd/mSILolKSmJZcuW0aFDBwoVKsQrr7xCr1692Lhxo77Ppk2b8PT0pH79+gDkz5+fwYMHEx4ezooVKwCwWCw2iV8IW0lISGDx4sW0a9eOIkWK0KFDB9566y0OHjyo77NkyRLy589P3bp1AShbtiwffPAB+/fvZ+vWrcC9Fy5C5HRy3hHiySml2LZtG+3bt6dGjRr88MMPfPvttzRp0oSzZ88CYDQaWbVqFR06dMDNzQ2lFF5eXnTq1Ilt27Zx7Ngx2x6EEJlAKcXmzZvp378/TZs25csvv+Tff//Vt7u5udG+fXu++OIL+vXrx7Zt27h27ZoNIxYia3qUe506deowdOhQWrVqRaVKlVi1alWmxfPVV1+lOW8dPnyY9957jwYNGtC/f3+WL1/OxIkT013+M5sgSkhISLO8c+dOfv31VwoVKsRff/3Fzz//TFxcHKNGjdIzgLGxscTFxeHu7q6/rnLlyvj7+7NhwwYAGQ9C5Hh3P2ldvXo1v/zyC6VKlWLRokWMGjWKw4cP8+mnn3Lu3DnAegN78+ZNfHx89Ix7w4YNcXZ2Ztu2bYDUHZHzyXlHiCd38OBBTp8+rS9rmsa8efMoXLgwS5cuZd26dcyYMQOAb775hsjISMA6LXDqzW/qeahevXokJCSwZ88eQB5UiJzjxo0bfPHFF3z00UckJSXRtm1btm/fTs+ePfXPe968eWnSpAmOjo40b96cq1ev6l1VhHiWPc69zqVLlwAIDAzE19cXgEaNGrF9+3ZiY2MzJb5Dhw7pDw4B/vzzTypVqsQ333xDv379GD16NIsWLUp3+c9UgujSpUsMGzaM8uXL065dO2bOnKl3b7FYLDRv3pzBgwdTrlw5ypUrx8SJE7l8+bL+h69UqRLnzp1L0/wyb968BAUFcfHiRaKiouRCXeRIYWFhfPjhh1SuXJlevXqxePFi/WbXYDDQsmVLBg0aRNmyZWnYsCHfffcd+/btIzo6GoASJUoQGhpKSkoKRqMRgEKFCpEvXz7CwsLu6VYjRE4h5x0hMsaYMWMIDAykQ4cOdO/enenTp+vnmDZt2tC/f39KlSpFYmIiBQoU4IUXXuDYsWP6oLsVKlRg165dwO2kaunSpXFyciI0NDTNeiGyutRk5sWLF/n+++8ZPHgwa9as0bfHxMQQERHB559/zuTJk3nzzTeZM2cObm5urF69Ok1ZKSkp5M6dGz8/P3bs2EFKSspTPRYhsoL03uvcOUh0qgYNGnDx4sU0DzMyUmRkJHny5NGXt2zZQuPGjfXlSpUqceHChXSX/0wkiFK/RKdNm8bmzZsZPnw4tWvXZtSoUXz++ecA1K1blx49euDp6am/zmg0cuHCBUqWLAlYB35ydnbWm2emluvt7Y3JZJLxIESOlJiYyNdff83+/fsZMmQIefPm5cMPP2TSpEkANG/enN69e+Pq6qq/JikpiZs3b5IvXz7AWndSUlL0upP69NbHx4f4+Hhp0ixyHDnvCJE+9xs3YdWqVSxcuJCvvvqKnTt3Uq9ePX744QeCg4MBqF+/Pn5+fgD6rDEXL17ExcUFOzs7lFLUrl2bw4cPc+3aNf1BhZ+fHwkJCVgsFpKTk5/SEQrx5DRN4+TJk7Rt25aFCxdy9epV3njjDYYOHQpYWzOMGzdOv2lMTk7Gzc0N4IEzKzVo0IBNmzYRExPzdA5CiCziSe51Us89dypWrBh58+Zl8+bNmRJvnjx59AcbSUlJHDhwgKpVq+rbY2Jinmiw+Rw1TH1YWBhLly7l7Nmz1KpVi0aNGuHi4oKmaYSEhPDjjz8ydepUWrVqRevWrSldujS9evWiT58+FC9eXL/wVkphMBiYPn069erV0zN0bm5uVKtWjcWLF9O8eXN91gtXV1euX7+eJpMnRHYSFhbGsmXLuHz5Mg0aNKBu3br6lL+p0wKvWLGCqlWr8uKLL1KgQAHGjh3L66+/jru7OxaLBU3TsFgsGI1Gpk2bxgsvvKBfjBQpUoSyZcsyf/58ateurV+ce3t7c/Hixft+uQqRHch5R4gnt3PnToKDg9mxYwcBAQG88MILtGjRgty5cwPWBJGTkxMdO3YE4NNPP8VoNPLDDz/w1ltvAbdnKwM4duwYS5cuZf78+YD1ZrpevXo4Ozvz559/8vrrr+vvHRUVhYODA3Z2djLdvciSdu3ahdFopFKlSmnWf/rpp/j7+zNjxgxcXV2ZPXs2gwYNomHDhjRp0gQHBweUUlgsFuzs7Dh58iQJCQkULVo0TTmp9aZ169b07t2b8PDwNA8uhMgJMute584hAFIZjUZq1arF2rVr6du3b4YfS5MmTRg+fDifffYZS5cuxcnJiZo1a+rbDx8+TKFChdJdfrY+CyYmJnLy5Eni4+P54IMPaNmyJX/++Sfx8fEMHTqU1157Td/36tWrWCwWfZBcg8Gg//Hnzp1LSkoKmqbpF+lnz55lzZo1dOrUCVdXV725Zc+ePTl27BizZ88GrM0y16xZg5eXF3nz5n36vwQh0iExMZFz585x9epV+vbtS7NmzViwYAEXLlzg9ddfZ8iQIfq+p06dwsfHh4oVKwJgZ2fHK6+8goODg37xbTAY9C/M3bt3c+DAAbp06YLJZEIphYODA926dWPFihUsXrwYsGa3169fT+HChbGzs3v6vwQh0kHOO0I8uZiYGJYsWcL+/ftZuXIlH3zwgV6nypUrx+jRoxk9ejQA0dHRxMfHp/msOzg48Morr3Du3Dl2794NoF+4A4wbN46WLVtSuXJlwNqd09PTk86dOzN9+nR++uknAObOnYvZbKZWrVoAkhwSWcbWrVvp0aMH/v7+9OnTh7fffpv+/ftz9epVwNoiaP/+/bz00kt6q4YuXbpQv359pk6dSnx8PGCtF6kP5WbPno2XlxctWrRI816p25977jkSEhI4ceIEcXFxnDt3TlrWiWzrad3rpNafu7Vo0YIDBw5w+PBhVqxYwaZNmzLs2IYNG4bJZKJVq1b89ttvfPPNN9jb2+vbZ8+eTcOGDdP/BiqbsFgsaZYTExPVsGHD1DvvvKNOnjyp2rZtq9asWaNvX7FihfLz81Nbt25VSin1zz//qJo1a6r169frr1dKqQ8//FA1bNhQ3bhxI035H374oWrZsuU9752YmKgmTpyo8uXLp/r27atatGihKlasqPbs2ZPhxyxEZoiLi1M9evRQEyZMUBs3blRdunRRmzdvVkopZTab1bRp01TJkiXVvn37lFJK/fDDD6pp06Zq7969Sqnb9aFXr16qffv295Tfs2dP1aNHD728VAkJCeq9995ThQoVUh9++KFq0aKFqlGjhgoJCcnEoxUi/eS8I0Tm2L17t6pdu7batm2bmjVrlpo4caJKSEhQSimVkpKipkyZosqWLavXg759+6oePXqoyMhIvYykpCRVoUIFNWHCBKWUUsnJyUoppdatW6cqVqyoduzYcc/7hoeHq08++URVqlRJlS9fXuXPn1+NGjUqsw9XiEeyadMm1bt3b3X69Gk1YMAA9frrr6v9+/ermzdvql9++UWVLl1ajRs3Timl1MmTJ9Xzzz+vxowZo5S6fX7566+/VEBAgDp+/Hiasg8dOqQCAgIeeN64efOmio6OVkFBQapkyZKqcOHCqk6dOurQoUOZeMRCZA5b3esoZa2LW7ZsUR9++KHy9PRUXl5eKk+ePGry5MkqKSkpQ48zMjJSpaSk3LP++vXr+ndCemT5RyXHjh1j69ataQYOVEphb2/PsWPHqFy5MgUKFODbb7/lueee0/cpV64chQsX5vDhwwB4enri5ubGgQMHgNvNKRs3bkxISEiaPu/bt29n1qxZfPvtt/q+UVFRpKSkYG9vT//+/Zk1axZOTk7UrVuXuXPn3tPsUwhbO3PmzD2j5yulcHZ25ujRo5QsWZKKFSsyZswYateurTetr1KlCj4+Pvr0wP7+/iQmJuozW6hbXWJq167Nvn370qz766+/WLt2Ld988w1gzbbHxsZiNptxcHBg/PjxjB07lujoaOrUqcPs2bMpUqTIU/htCPHo5LwjxJOJiYnhjz/+4LPPPmPRokX6uHOp54qCBQsSFhZG+fLl6dy5M/3799e7wxiNRqKjowkMDNQHaw8ICCAiIkI/D6V2malQoYLegshkMpGYmMiPP/5IixYtqFatmj723c6dOwHruHfDhw9n8uTJjB8/npMnTzJ48OCn/esRz7j4+Hh9cg6llF4v9u3bh8ViwcXFhcaNGzNw4EDKlSuHo6MjPXv25Pnnn2fLli0AODs7pxmHJLUldv369YmLi+P8+fP6+1ksFj777DPatWt33/NGfHw8w4YNo0CBAjg4ONCkSRNGjx7N0qVLKV26dKb+LoR4EkeOHOGPP/5Is86W9zpg7RL65ptvsmnTJr788ku2bNlCREQEffr0yfAeEx4eHvdtweTp6ZmmRdHjypJjEMXExDBx4kR+/fVX7O3tyZUrFxUqVOCDDz4gKCiI5ORk7O3tMRqNhIaGYmdnR/78+QHr4LdGo5EzZ85w48YNqlSpAkDx4sXJmzevPrVj6h8oICCAuLg4vVlyXFwc48ePp1u3boSFhfHjjz+ydOlSvLy8+PHHHylVqhRgnaL7iZpuCZEJLly4wPjx41mwYAHu7u6UKVOG3r1706hRI+D2GA358+cnNDSUZs2a6U2TU7/4zp07x5UrV/SLiIoVK2JnZ8eBAwdo166d3gQ/X758JCQkEBUVhYeHB9evX+eHH37gnXfe4cCBAyxevJglS5ZQunRpxo8fT2BgIEajkXbt2tGuXTsb/HaEeDA57wiRMebNm8eXX36Jk5MTZcuWZd68eaxatYpx48bh5OQEwLVr1yhcuDChoaGUKFFCH9vBbDZjMpnYvn07JUqU0Cc6qFGjBmvWrGHXrl1UqlQJg8GAUgofHx+OHz8OWM9hCxYsYOXKlZQpU4Y2bdqwe/duEhIS+Pzzz/VzGUD16tX1eFPfW2YwE5kp9fpr4sSJjBgxgmHDhvHBBx9gNpsxGAxomoa7uzshISH4+PjQvHnzNK83m80cPnyYGjVqANZrsPz583Po0CEiIyPJlSsXZrMZDw8PfH19OXfunP7aVatWERUVxYgRI7hw4QJ///03u3fvplWrVrRp0waTyUTXrl159913KVCgwH3jFiIrUUoRERFBq1atiIyMpFixYpQvX17/Pgee+r3OuHHjKFCgAJUqVeLgwYP3xJydxrjLklH+8ccfrFu3ju+//559+/bx4Ycfsn//fn799VfAepEdFxdHgQIF9BG6Uy+0U7NoU6dOpWLFilSoUAGA3LlzU6tWLXbu3Jlm1pdNmzZRsGBBfarUrVu3smbNGqZNm0avXr04f/48H3/8MUuWLNEv0lOpWwO/CWELd372Uv8/bdo0zpw5w9y5c1myZAlubm6MHj2aJUuWANYs98WLF8mTJ48+9W/ql2Vq3fnxxx9p2bIlAQEBgPULtkqVKmzYsCHNVI7btm2jRIkS+lOwpUuXsnPnTkaOHEnXrl25ePEin3zyCb/88guBgYFpYpe6I7KCcePG6eP6zJs3T847QjyG1LFQ7hQREcFXX31Fz5492b59O9OmTWPAgAEcOHBAfwoLcPr06TTnhdSEj8lkYsOGDRw5coQePXro2ytXrkzx4sWZOXOmvi4yMpIlS5ZQv359zGYzmqaxYMECDAYDGzZsoHLlyixbtkwff+JBT25Tb86FyEiRkZGsWLGCqKgowNoqNCIigtWrV1O2bFk2btyor0+9acyVKxfOzs56GXd+1+/du5fQ0FBefvllfV2VKlW4ceOGPlOS0Wjk4sWL5MqVS782i4yMZPz48ezevZt27dpRvnx5fv75ZwIDA/VZj+zt7alYsSIFChRAKYXZbNavDaVuiKwm9fv+119/pUCBAtSrV08f3yc1QWSLe53U5GrqgxCLxZKmDmeX5BDYKEF0+PBhvvzyS15++WXWrVsH3J72Ojk5mc2bN+Pl5UXz5s1xcHCgZcuW5M2bV99H0zRMJhNnz57VR+K/85e+bt06du7cybBhwwD0gT7btWtHvnz56N27N+vWrePUqVMsWrSI559/nuLFiwNQqFAhpkyZwuHDhzlz5gzBwcF07NgRNzc3/cOV6s4vdSGehr179zJ06FCaNGnChx9+yJo1awDr5//AgQMsXbqUpk2bUqNGDQIDAxk7diyenp5MmzZNL8PLy4sDBw4QFBQEpD35z5s3j/DwcN555x3gdt3p1KkTiYmJvPHGGxw4cIBDhw6xefNmGjVqpD/hrVChAl9//TWHDx8mNDSU2bNn07FjxzRTQqaSuiNsKfWEfejQIfbu3QvAhg0b5LwjxEPs2bOHAQMGUKBAAd544w0uX74M3K5TR44cwcHBIc0sSalTzaeeK8A6C9/Ro0fTzOSXmiRK7QpTtmxZvVw3Nzfee+89wsPDadOmDb/88gtDhw4lX758vPTSS/pF/zfffMPVq1dZtWoV//vf/yhbtmya+ITIbKmftX///Zc333wTDw8P/Txy5MgRlFL07t2bAwcOkJKSgtFo1OvAiRMnKF26tD7NvMFg0M8l48ePp1mzZpQtW1YfOLpBgwYUL16ccePGcebMGeB2a6F69erpZfj4+PDee+/x7bffEh4ezq5du/jkk0/0VrB3Sh3UWhJDwlbulye48zvcaDQSGRlJSEgIr776Kv7+/mzfvh24fV2WFe51DAZDtr1eeypRR0ZGsnz5chISEti6dSv9+vVjxYoVHD16VO87nspsNlOoUCF27drF+fPniY2NJTg4GLPZzMCBAwH0WZFCQkL0/nV3ZrzHjRvHCy+8QMmSJQH0mZS8vb2ZOHEiRYoU4b333qN27drkypUrzawzQUFBtG/fHj8/P8miC5uLjIxk5cqVXL58mV9++YV+/fpx4cIF2rdvT2RkJK+//joLFiwAwN3dncuXL1O+fHn99U5OToSFhbFx40auX78OgKOjI9HR0foFi8ViQSlFbGwskyZN4pVXXtEz6qktJcqWLcu4ceMwmUx06tSJxo0bU7hwYbp166a/V5kyZejevft9644QT0vqZ+7ixYuMGzeOjh07MnnyZC5cuACgN+ePjo7G19dXnxkpKChIzjtC3Me4ceMIDg4GrGMvXLt2jXr16pGQkKDflOnCD40AABTGSURBVKZevAcEBJAvXz7Gjx/P2rVrGTlyJF9//TWtWrVK03XFw8ODmJgY/Ulwqh9++IHY2FgGDBgApE3CFi1alPnz51OuXDmmTp3KzZs3+fLLLylYsKC+j7+/vx5Pdn1yK7KHpKQkli5dSv/+/fnggw/0FkGpnzU3Nzd8fHz0WY/A+vnu3bu3nrjcsGEDgJ7wuXLlCvHx8frDgdQul//88w+HDh3irbfeAm53V86TJw+fffYZSim6dOlC48aN+eKLL3jttdcoU6YMYL02nDVrFp9++imNGjXCaDTeUz+EsKXHyROkOnPmDIcPH6Zbt24EBARw+vRpoqKi9JnG5F7nCaV7eOv/EBsbq5S6PaPEmjVrVGBgoFJKqVOnTqmxY8eqgwcPqtdee0317NnzntdfuXJFjRgxQtWtW1d5enqq4sWLq+rVq6tevXrpo+8nJCSojh07qilTpiillD4q+Jw5c1SDBg1UZGSkSkhIUBs2bFBfffWViouLS/MeR48evWfUcSFs7caNG+rs2bP68urVq1VQUJC6fv26+vjjj1VwcLBer5KSklTPnj3Vq6++qs/+Urt2bdW2bVt18uRJZbFY1PTp09VLL72k/Pz81Jw5c5RSSp09e1Z16tRJLVy4UCml9NHvJ0+erJo1a6bMZrO6efOmWr9+vRo/frxS6vZo/jdv3lQHDhx4YN25e9YnIWzh2rVrqm3btqpp06ZqyJAhql69eqpChQrqypUrafZr3ry5mj9/vlJKzjtC3C31s9qjRw81cOBApZRSW7ZsUWfOnFHbt29X9erVUz///HOafZVS6tKlS+rrr79Wfn5+qlmzZmrgwIGqQoUKqkuXLury5ctKKaX+/PNP1a1bNxUaGqqUsp47Ll26pJo1a6ZmzJihrl27pn788UfVqFEj9f777yulbl9TSh0StjZ//nxVs2ZNValSJdW3b1/Vr18/5enpqebMmaN/TmfOnKl69+6tLly4oJSy3v80bdpUHTt2TF28eFE1bdpUff7550qp2+eSr7/+Wr300ktKqdvXZgkJCapmzZpq7Nix+vuHhYWlmdEvPj5ezZw5U02ZMkWdOnXqvjGbzWa5RhNZwpPmCZSyzi42ceJEpZRSy5cvV7Vq1VIHDhxQSlnPJxcuXFAdO3aUe510ypBHKklJSfz999+89tprFClSRO83npqRc3Nzw9fXF4vFQuHChRk4cCBlypShSJEiXL58mdOnT6cmqwDw9vamSpUqODo6smjRIg4fPsy3337LzZs39dkmwsPDcXR0xMvLC7Bm069evcrw4cO5ePEiPXv2JDAwkK5du7JlyxYSEhLSxFyiRAk9y6hyYuZPZAuJiYl63SlRogSFCxdm4cKF+nZ3d3c8PT3JlSsX//vf/+jUqRMmk4mUlBTs7OxQSuHq6qo/CRo+fDgGg4EWLVqQO3dupk6dSuvWralSpYo+k1JMTAxxcXF6c0mj0cjZs2f54osviIyMpF27dhQoUIDu3buzYcMGEhMT9Se8jo6OlC1b9oF1R1o7iKclJSWF1atX89VXX3HkyJE02xYuXMjBgweZOnUqI0eO5O+//yY5OZnx48fr4/6AtS4kJSUBct4Rz6aTJ08yYcIE3nnnHebOncu1a9eAe1va5cmTB4BatWpRsGBBKleujKurKydPnrxn4M08efKwZMkSBgwYwLJlyxg7diwzZszg8OHD/Pbbb4B1rKKUlBR8fHz0QXDnzJnDjh07GDp0KEWLFmXGjBlUq1aNXr16AbevKVPfK8c+uRVZnq+vL4MGDWLt2rVMmjSJ77//njZt2vDnn3/qY5VER0cTGxurt1JdvXo1RYsWpXjx4vj5+VGiRAmCg4P17sdgvSZMbWmX2upo0qRJxMXFERgYSP/+/SlXrhzly5fXXwPW1uJdu3bljTfeoHDhwveNWcbaEraS0XmCq1evYrFYaNOmDQCXLl0iMjKSRo0a0bJlS+Li4oiNjZV7nSfwxAmin376ibx58zJo0CDs7Oz45ptv+OWXX9Lsc+LECcqXL6/3VU/t61eqVClSUlL0MSBS/wApKSksX76cIkWKUK9ePTRNo1q1arz11lscPHgQs9lMvnz52LVrV5opsq9du4ajoyNlypShfv36bN68mbCwMBYtWqRf0N/zC5AvTGEDSimaNGlCvnz5GDJkCI6Ojnz88cfY29vrMyDB7bpz8eJF7O3t9QFqTSYTcXFxhIWFUbBgQZycnFBK0ahRI3744QdmzpzJsWPH2LZtGz179uTKlSv4+fkB1umFd+/enaZZ/qlTp/Dy8sLPz4+6deuyefNmQkND+euvv3BwcLjvMUjdEbayf/9+OnfuzIcffsjo0aPTDH4LsHz5clq0aKE3H3Z3d+e1115j7969+r5RUVEULVpUvyFOTEyU8454Zly9epUPPviA9u3bs379ehwdHRk9ejQdO3YEbt+curu7c/DgQX0cB7Beo5lMJooWLcqZM2f06bRTH1Skjo3XuHFj/TUlS5akZMmSHD16FIC8efNy5MgRHB0d9dnL8ubNS79+/fj999+JiIhg27ZtjBw5Uu+OczcZJ0XYSvXq1WndujUeHh76Ok3T8PX11df5+fkREhKCwWAgKiqKJUuWoJSib9++lCxZktmzZ3P16lXs7OwoUaIEAEePHtW7SYI1CbpkyRLOnTvHiBEjiI6OZvTo0Vy6dEm/Ob6TJExFVpOReYLU9Zs3b2bx4sX06NGDvHnzMnz4cDRNIzAwkB9++AFXV1fy5cvHnj175F4nnZ54mvs8efJQqFAhFi5ceM9MRakXEalZ9DuzeAClS5fG1dWVffv20a5dO/2LLTk5mTNnzugDeKYOXLhkyRJ8fX2JjIwkd+7c2Nvb65l6gCJFiugfojvdOYWkEFmBpmmMGDECf39//WLg33//JXfu3CQmJur7pdad/Pnz609ZUz/Hf/31FxEREXomPnW9t7c33t7egPViYeXKlZw6dUqf6v7mzZsULlyYCxcu4OPjA1ifCt9vSsbU6buFyEoMBgNlypRh9OjRvPHGG+zYsYO2bdvi6OgIWAfAvXr1Kpqm6eehevXqsXz5cnbu3Em9evWIjY0lPj5eTyKZzWY574gcJyUlhfXr1/Pvv//SqlUrfVY8s9nMwYMH+e6776hbty5gTbw2btyYLVu2ULt2bb3uxMTE6OelO1sLValShRkzZnD8+HECAwP1z7yLiwvXr19nz549+ox+O3fuZP/+/QwaNAiwnpsKFSpEYmIiDg4OGI1GOnXqlCb21ISTTEEvsprUMYCio6OZOnUqy5cv58qVK4wdO1bfJzY2lhIlShAfH69Pjx0WFkalSpX4/PPPcXFxYfDgwTRv3ly/f7KzsyM8PBy4PcbdxIkTyZ8/P7lz504Tw/2mzJZ6IrKajMwT3Hnuee6556hRowZjxoyhTJkyzJo1i1mzZumJnvj4eLnXeQJPnCCqWLEiXl5eTJkyhcKFC7Njxw6qVq3K888/rzeT9PX15dSpUwD6TS5YZ27Jly8fISEhJCUlYW9vj8ViwcnJiUaNGvHNN9/g4OBA7dq12bZtGxs3bmTYsGHkzp2bQ4cOUbhwYSIjI/VyU5uq3X1hLn90kRXVqFEDuP0FefbsWQC9pQ9Yn7Km1p073bhxgy+++IJPPvkELy+vNPUqJiaGCxcu4ObmxrFjxxg/fjxvv/02xYoVA6wzN/n6+uqZeKWUPiWj1B2RHZQoUYKPPvoIR0dHmjdvzpw5c7hx44Zed8qVK6c/oUr9DJcoUYJcuXLprR3y58/P/v37+eijjwBwdnaW847IUfbv38+XX37JyZMnCQ0Nxd/fn5IlS+otHWbOnImvry9g/SwXL16cwMBAjh8/Tu3atTEajcTGxlK0aFF9koM7b0CrVavGTz/9xIkTJ2jSpIleF2rUqEGdOnUYPnw4R48e5fz58xw9epRGjRrpU3SntkpKSEhI8+Q2dYpima1PZAdXrlxhy5Yt1KpVC5PJxOuvv87rr7/O0KFDOX/+vD6QLVhnTnJxccHd3R2wdrP09/dn5syZtG7dmvj4eDw9PfVuz2Cdfr5cuXIAegvy1POM1A+RHWR0ngCskxHMnTs3zXVWQEAAV65cYePGjbRv354DBw7Ivc4TeOJvF19fXwICApg7dy4rV64kV65c/PTTTzRu3JiTJ08C1ixe8eLF0/TvU0phNBopXrw4165d48SJE4C1dQNAz549GTJkCMeOHWPQoEEcP36cTz75hNatWwPW/orlypXTR+m/86JFmh2L7CT1olopRXR0tN7UGKxPoO6uOwBjx46lWLFien24c1tUVBTBwcHUqlWL119/nQoVKvDGG2/o75M3b14KFiyoT0MsdUdkN3Z2dnproebNm3PmzBnCwsL07dWqVeP8+fOEhISgaRoWiwUXFxeMRiNJSUn6OETe3t56k2aAV199Vc47IsdIbWm3YMECKlWqxI4dO/SWQEopPTmUOpPY3r17SU5O1lsZaZqmt7RLbel6Z2ueYsWK4e3tzenTp4mMjCQ0NJSYmBiMRqM+e1lSUhIlSpTg559/5ttvv8XZ2RmwJpEaNGiQpotOasxSj0R2UaRIERYuXMjnn3/OJ598wqhRo1iyZAm7d+/GycmJM2fO4OLigtlsxs/PT08OAeTKlYsOHTrQoEEDAP0heerDw7vrgUw/L7KjzMoTpCZIUxOwlStXZvr06TRr1gywJpHkXif9NJUBHVaXLl2Kq6srNWvW1Jv0P//885QqVYrvvvuOsWPHEhkZyeeff65f1N/52i+//JJChQpx7do1AgMDmTJlir49Ojo6zRfqneLi4nBxcXnS8IXIEr788kvWrFnDggUL8PT0BODTTz8lMTGRzz77TK87R48e5d1332XQoEFUrVqVxYsXs27dOipXrky/fv1ISkri9OnT2NnZpRkr5U6xsbG4uro+tWMTIjMFBgYybNgwevfujdFoJD4+nlq1atG+fXuGDRum79euXTu8vLyYNm0ahw8fZuzYsbRv356WLVumaa4v5x2REyQnJ2M2m3F0dGT8+PHMmTOHv//+O00r1Tu9/vrr3Lhxg/nz56dZX6pUKWbNmkWlSpXSlJ2QkMBrr73Gtm3bcHNz4/Lly/zyyy+8+OKLD4wptZ7d+ZRYiOwutSX4li1beOONN5g0aRInTpxg7dq1/P77749czoEDByhcuLBcn4kcJTPyBI/SLUzuddIvQ9onPv/889SrVw87OzsMBgOOjo60bduWo0ePcu3aNb37jKOjI2azGbAOkPjGG2/w3nvvcfToUUJDQylRooQ+W0Wq1Iv0+81WIRfpIidIHWfh9OnT+Pr66k+bwJohv7PuWCwWpkyZwp49e3j33XcpXLgwY8eOxdPTk4YNGwLWp1AlSpTQk0P3G4FfvjBFTpDadLhatWps2rRJf7Lk7OxMjx49+PPPP5k0aRIAGzduJDQ0lPr16wPW1kCHDh3SW+zd2Vxfzjv/b+/+QdpawziO/yonOhhbkv4TRCR2aiguIUREUwylSEEctIUqxaEUstetnRRpCRV11AgOGcTBRZxKF8UugijFthlKOzQEB3WJ/Ucacofcc5JocuvtzW1rzvezCMcoGfLkfc9znud5UQ1+VGlXaHV1VWtraxofH5eUX5cymYzOnz9vVdqZa1MsFlNLS4u2trZ08+ZNPX78WPF4XH19fUUxY7bFmNfMOCM5hGpgfq4Nw9D+/r6WlpbkdrvV1tamjx8/yuv1Kp1O/+P/MGNNyrVHsz9Dtfk/8gQnaQsjln7ef55BJOVbZKT806HLly8rmUyqrq7OKu2X8psDl8ulc+fOKRKJqKenx+oLLIf+QFSrwqep2WxWtbW11hfkxYsXFY/HJeViIJ1Oy+Fw6MGDB+rq6lJ3d/cPb1jpU0e1Mm8ye3t79fTpUx0cHFgbgvv37+vz58+amZnRwsKCPnz4oIGBAQ0ODkrKtVp++vTJ6mkvhXUH1cLr9aq+vl7b29vy+/1FR8XX1NQoEomov7+/aEi7JL17906tra3WjbD589atW/L7/cdOGDtaGcSAaVSz6elpZTIZ7ezsaHt7WxcuXNCzZ8/kdrv19u1b+Xw+a6B1OezRUO1+RZ4AlVWRBJGU3xQYhqH3799rfn5e7e3tcrlc2t3d1dWrV62bWym38S6c9s9pFbCzL1++KJFIyOfzScrfmCaTyaLYcTgcRXEjETuwLzNOenp6NDIyouXlZaVSKdXU1Ojhw4d69OiRbty4oUQiofb2djU1NVl/+/XrV0Wj0WMnwwDVxmx/MSvthoaG5HQ6reuLi4tKp9MaGRnR4eGh1tfXtbm5qXA4rPr6er1+/dqqtCucZdfY2CipeOAnaxDspK2tTdFoVM3NzZqamrIqVCVpYGBADQ0Nv/HdAX8O8gSnS8USRBMTE8pms3rz5o1evXolj8ejJ0+eSFLZLLr5JIpp/LC72tpabWxs6N69e5LyRy7G4/GSscNJL4D07ds3xWIxvXjxQplMRmNjY2ptbVU4HFYmk5FhGAoEAgoEApKK15yzZ8+qs7Pzd7594JcoV2lnGIb29vY0OjqqVCqlwcFBbW5uyul0KhgM6vv377p06RKVdkAZoVBIoVCo6Jp5I3znzh32Z8DfyBOcLhVLEF27dk2zs7O6cuWKJicnFQwGrd/dvn27ZB8gGUAgxxzOZsaNGRvlYocvSiBXBfTy5Us1NDRoZWVFHR0dJV9nbthZc2BH5Srtzpw5o+HhYRmGoevXr6urq0tzc3PWiWVSbmA7lXZAedlstmiNMdcZ9mlAHnmC06Uip5hJx/vOC68Vng4D4OSIHeDfMcuQiRsgp7DS7vnz53I4HPJ4PAqHw7p7967q6uqKXm8OlqYyCABQCeQJTpeKVRCZA3bJogM/7+gXKLED/Bgtl0B5J6m0OzpHiOQQAKBSyBOcLhWrIAIAAMCfj0o7AABQCgkiAACAKldYaQcAAFAKCSIAAAAAAACbo7YYAAAAAADA5kgQAQAAAAAA2BwJIgAAAAAAAJsjQQQAAAAAAGBzJIgAAAAAAABsjgQRAAAAAACAzZEgAgAAAAAAsDkSRAAAAAAAADZHgggAAAAAAMDm/gKVU+kpMilGIQAAAABJRU5ErkJggg==\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 0x130e74430>"
]
},
"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 0x131389130>"
]
},
"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 0x13133f0a0>"
]
},
"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
}